diff --git a/Ricardo/Time-Series/Data/Aquifer_Auser.csv b/Ricardo/Time-Series/Data/Aquifer_Auser.csv
new file mode 100644
index 0000000000..d314432e58
--- /dev/null
+++ b/Ricardo/Time-Series/Data/Aquifer_Auser.csv
@@ -0,0 +1,8155 @@
+Date,Rainfall_Gallicano,Rainfall_Pontetetto,Rainfall_Monte_Serra,Rainfall_Orentano,Rainfall_Borgo_a_Mozzano,Rainfall_Piaggione,Rainfall_Calavorno,Rainfall_Croce_Arcana,Rainfall_Tereglio_Coreglia_Antelminelli,Rainfall_Fabbriche_di_Vallico,Depth_to_Groundwater_LT2,Depth_to_Groundwater_SAL,Depth_to_Groundwater_PAG,Depth_to_Groundwater_CoS,Depth_to_Groundwater_DIEC,Temperature_Orentano,Temperature_Monte_Serra,Temperature_Ponte_a_Moriano,Temperature_Lucca_Orto_Botanico,Volume_POL,Volume_CC1,Volume_CC2,Volume_CSA,Volume_CSAL,Hydrometry_Monte_S_Quirico,Hydrometry_Piaggione
+05/03/1998,,,,,,,,,,,,,,,,0,0,0,0,,,,,,,
+06/03/1998,,,,,,,,,,,,,,,,0,0,0,10.05,,,,,,,
+07/03/1998,,,,,,,,,,,,,,,,0,9.2,0,10,,,,,,,
+08/03/1998,,,,,,,,,,,,,,,,0,11.4,0,13.85,,,,,,,
+09/03/1998,,,,,,,,,,,,,,,,0,11.4,0,12.85,,,,,,,
+10/03/1998,,,,,,,,,,,,,,,,0,7.95,0,6.5,,,,,,,
+11/03/1998,,,,,,,,,,,,,,,,0,6.15,0,1.85,,,,,,,
+12/03/1998,,,,,,,,,,,,,,,,0,4.95,0,6.8,,,,,,,
+13/03/1998,,,,,,,,,,,,,,,,0,5.4,0,9.05,,,,,,,
+14/03/1998,,,,,,,,,,,,,,,,0,8.95,0,8.05,,,,,,,
+15/03/1998,,,,,,,,,,,,,,,,0,9.7,0,10.55,,,,,,,
+16/03/1998,,,,,,,,,,,,,,,,0,12,0,10.6,,,,,,,
+17/03/1998,,,,,,,,,,,,,,,,0,11.85,0,11.3,,,,,,,
+18/03/1998,,,,,,,,,,,,,,,,0,12.1,0,12.9,,,,,,,
+19/03/1998,,,,,,,,,,,,,,,,0,12.9,0,11.05,,,,,,,
+20/03/1998,,,,,,,,,,,,,,,,0,10.25,0,10.15,,,,,,,
+21/03/1998,,,,,,,,,,,,,,,,0,9.8,0,10.85,,,,,,,
+22/03/1998,,,,,,,,,,,,,,,,0,7.25,0,6.15,,,,,,,
+23/03/1998,,,,,,,,,,,,,,,,0,5.25,0,4.95,,,,,,,
+24/03/1998,,,,,,,,,,,,,,,,0,2.35,0,5.8,,,,,,,
+25/03/1998,,,,,,,,,,,,,,,,0,1.65,0,6.95,,,,,,,
+26/03/1998,,,,,,,,,,,,,,,,0,4.05,0,6.4,,,,,,,
+27/03/1998,,,,,,,,,,,,,,,,0,7.8,0,8.35,,,,,,,
+28/03/1998,,,,,,,,,,,,,,,,0,11.25,0,10.75,,,,,,,
+29/03/1998,,,,,,,,,,,,,,,,0,13.5,0,11.8,,,,,,,
+30/03/1998,,,,,,,,,,,,,,,,0,13.3,0,12.5,,,,,,,
+31/03/1998,,,,,,,,,,,,,,,,0,14.1,0,13.5,,,,,,,
+01/04/1998,,,,,,,,,,,,,,,,0,13.6,0,12.9,,,,,,,
+02/04/1998,,,,,,,,,,,,,,,,0,12.35,0,13,,,,,,,
+03/04/1998,,,,,,,,,,,,,,,,0,11.85,0,14.6,,,,,,,
+04/04/1998,,,,,,,,,,,,,,,,0,12.65,0,16.25,,,,,,,
+05/04/1998,,,,,,,,,,,,,,,,0,13.15,0,15.5,,,,,,,
+06/04/1998,,,,,,,,,,,,,,,,0,12.2,0,12.3,,,,,,,
+07/04/1998,,,,,,,,,,,,,,,,0,10.1,0,12.15,,,,,,,
+08/04/1998,,,,,,,,,,,,,,,,0,10.75,0,13.5,,,,,,,
+09/04/1998,,,,,,,,,,,,,,,,0,10.35,0,12.65,,,,,,,
+10/04/1998,,,,,,,,,,,,,,,,0,9.2,0,10.15,,,,,,,
+11/04/1998,,,,,,,,,,,,,,,,0,9.05,0,11.15,,,,,,,
+12/04/1998,,,,,,,,,,,,,,,,0,7.6,0,10.85,,,,,,,
+13/04/1998,,,,,,,,,,,,,,,,0,6.05,0,11.75,,,,,,,
+14/04/1998,,,,,,,,,,,,,,,,0,5.2,0,10.05,,,,,,,
+15/04/1998,,,,,,,,,,,,,,,,0,6.9,0,9.55,,,,,,,
+16/04/1998,,,,,,,,,,,,,,,,0,10.05,0,12.05,,,,,,,
+17/04/1998,,,,,,,,,,,,,,,,0,8,0,11.6,,,,,,,
+18/04/1998,,,,,,,,,,,,,,,,0,8.85,0,10.15,,,,,,,
+19/04/1998,,,,,,,,,,,,,,,,0,8.55,0,10,,,,,,,
+20/04/1998,,,,,,,,,,,,,,,,0,8.95,0,12.4,,,,,,,
+21/04/1998,,,,,,,,,,,,,,,,0,10,0,12.15,,,,,,,
+22/04/1998,,,,,,,,,,,,,,,,0,11.25,0,14.05,,,,,,,
+23/04/1998,,,,,,,,,,,,,,,,0,14.6,0,15.6,,,,,,,
+24/04/1998,,,,,,,,,,,,,,,,0,15.05,0,15.7,,,,,,,
+25/04/1998,,,,,,,,,,,,,,,,0,16.15,0,16.4,,,,,,,
+26/04/1998,,,,,,,,,,,,,,,,0,16.5,0,16.45,,,,,,,
+27/04/1998,,,,,,,,,,,,,,,,0,15.55,0,14.85,,,,,,,
+28/04/1998,,,,,,,,,,,,,,,,0,12.05,0,13.7,,,,,,,
+29/04/1998,,,,,,,,,,,,,,,,0,9.5,0,14,,,,,,,
+30/04/1998,,,,,,,,,,,,,,,,0,10.6,0,10.35,,,,,,,
+01/05/1998,,,,,,,,,,,,,,,,0,11,0,13.3,,,,,,,
+02/05/1998,,,,,,,,,,,,,,,,0,11.1,0,13.7,,,,,,,
+03/05/1998,,,,,,,,,,,,,,,,0,12.1,0,14.85,,,,,,,
+04/05/1998,,,,,,,,,,,,,,,,0,14.1,0,15.65,,,,,,,
+05/05/1998,,,,,,,,,,,,,,,,0,13.7,0,17.65,,,,,,,
+06/05/1998,,,,,,,,,,,,,,,,0,13.9,0,17.05,,,,,,,
+07/05/1998,,,,,,,,,,,,,,,,0,15.05,0,17.85,,,,,,,
+08/05/1998,,,,,,,,,,,,,,,,0,16.2,0,18.4,,,,,,,
+09/05/1998,,,,,,,,,,,,,,,,0,17.75,0,19.15,,,,,,,
+10/05/1998,,,,,,,,,,,,,,,,0,18.35,0,20.3,,,,,,,
+11/05/1998,,,,,,,,,,,,,,,,0,20.8,0,20.9,,,,,,,
+12/05/1998,,,,,,,,,,,,,,,,0,21,0,21.65,,,,,,,
+13/05/1998,,,,,,,,,,,,,,,,0,21.75,0,22.45,,,,,,,
+14/05/1998,,,,,,,,,,,,,,,,0,20.7,0,22.25,,,,,,,
+15/05/1998,,,,,,,,,,,,,,,,0,20.6,0,22.15,,,,,,,
+16/05/1998,,,,,,,,,,,,,,,,0,18.3,0,19,,,,,,,
+17/05/1998,,,,,,,,,,,,,,,,0,15.65,0,17.1,,,,,,,
+18/05/1998,,,,,,,,,,,,,,,,0,12.9,0,16.6,,,,,,,
+19/05/1998,,,,,,,,,,,,,,,,0,14.55,0,16.7,,,,,,,
+20/05/1998,,,,,,,,,,,,,,,,0,16.65,0,18.65,,,,,,,
+21/05/1998,,,,,,,,,,,,,,,,0,17.1,0,18,,,,,,,
+22/05/1998,,,,,,,,,,,,,,,,0,14.75,0,17.65,,,,,,,
+23/05/1998,,,,,,,,,,,,,,,,0,15.3,0,19.1,,,,,,,
+24/05/1998,,,,,,,,,,,,,,,,0,16,0,18.05,,,,,,,
+25/05/1998,,,,,,,,,,,,,,,,0,13.65,0,18.1,,,,,,,
+26/05/1998,,,,,,,,,,,,,,,,0,13.85,0,17.5,,,,,,,
+27/05/1998,,,,,,,,,,,,,,,,0,14.95,0,20.1,,,,,,,
+28/05/1998,,,,,,,,,,,,,,,,0,15.15,0,16.8,,,,,,,
+29/05/1998,,,,,,,,,,,,,,,,0,13.45,0,18.85,,,,,,,
+30/05/1998,,,,,,,,,,,,,,,,0,14.05,0,18.4,,,,,,,
+31/05/1998,,,,,,,,,,,,,,,,0,15.2,0,16.95,,,,,,,
+01/06/1998,,,,,,,,,,,,,,,,0,15.55,0,20.8,,,,,,,
+02/06/1998,,,,,,,,,,,,,,,,0,16.9,0,20.35,,,,,,,
+03/06/1998,,,,,,,,,,,,,,,,0,20.1,0,23.85,,,,,,,
+04/06/1998,,,,,,,,,,,,,,,,0,22.1,0,25.9,,,,,,,
+05/06/1998,,,,,,,,,,,,,,,,0,24.25,0,27.6,,,,,,,
+06/06/1998,,,,,,,,,,,,,,,,0,24.95,0,26.2,,,,,,,
+07/06/1998,,,,,,,,,,,,,,,,0,22.8,0,24.55,,,,,,,
+08/06/1998,,,,,,,,,,,,,,,,0,18.55,0,22,,,,,,,
+09/06/1998,,,,,,,,,,,,,,,,0,17.45,0,20.9,,,,,,,
+10/06/1998,,,,,,,,,,,,,,,,0,19.65,0,21.55,,,,,,,
+11/06/1998,,,,,,,,,,,,,,,,0,17.85,0,20.05,,,,,,,
+12/06/1998,,,,,,,,,,,,,,,,0,12.6,0,15.6,,,,,,,
+13/06/1998,,,,,,,,,,,,,,,,0,12.65,0,17.95,,,,,,,
+14/06/1998,,,,,,,,,,,,,,,,0,14,0,16.95,,,,,,,
+15/06/1998,,,,,,,,,,,,,,,,0,13.9,0,18.35,,,,,,,
+16/06/1998,,,,,,,,,,,,,,,,0,13.85,0,19.7,,,,,,,
+17/06/1998,,,,,,,,,,,,,,,,0,15.15,0,18.95,,,,,,,
+18/06/1998,,,,,,,,,,,,,,,,0,17.15,0,20.1,,,,,,,
+19/06/1998,,,,,,,,,,,,,,,,0,18.8,0,20.45,,,,,,,
+20/06/1998,,,,,,,,,,,,,,,,0,20.8,0,21.9,,,,,,,
+21/06/1998,,,,,,,,,,,,,,,,0,21.15,0,21.55,,,,,,,
+22/06/1998,,,,,,,,,,,,,,,,0,20.05,0,21.25,,,,,,,
+23/06/1998,,,,,,,,,,,,,,,,0,18.9,0,22.85,,,,,,,
+24/06/1998,,,,,,,,,,,,,,,,0,20.5,0,22.8,,,,,,,
+25/06/1998,,,,,,,,,,,,,,,,0,21.05,0,23.5,,,,,,,
+26/06/1998,,,,,,,,,,,,,,,,0,21.5,0,23.75,,,,,,,
+27/06/1998,,,,,,,,,,,,,,,,0,21.85,0,23.9,,,,,,,
+28/06/1998,,,,,,,,,,,,,,,,0,21.8,0,24.25,,,,,,,
+29/06/1998,,,,,,,,,,,,,,,,0,22.5,0,25.25,,,,,,,
+30/06/1998,,,,,,,,,,,,,,,,0,23.05,0,25.45,,,,,,,
+01/07/1998,,,,,,,,,,,,,,,,0,22.55,0,26.75,,,,,,,
+02/07/1998,,,,,,,,,,,,,,,,0,23.6,0,24.7,,,,,,,
+03/07/1998,,,,,,,,,,,,,,,,0,20.2,0,22.7,,,,,,,
+04/07/1998,,,,,,,,,,,,,,,,0,18.65,0,23.95,,,,,,,
+05/07/1998,,,,,,,,,,,,,,,,0,21.2,0,23.2,,,,,,,
+06/07/1998,,,,,,,,,,,,,,,,0,20.9,0,24.05,,,,,,,
+07/07/1998,,,,,,,,,,,,,,,,0,20.3,0,24.25,,,,,,,
+08/07/1998,,,,,,,,,,,,,,,,0,19.65,0,24.7,,,,,,,
+09/07/1998,,,,,,,,,,,,,,,,0,19.45,0,23.05,,,,,,,
+10/07/1998,,,,,,,,,,,,,,,,0,19.8,0,22,,,,,,,
+11/07/1998,,,,,,,,,,,,,,,,0,19.5,0,23.45,,,,,,,
+12/07/1998,,,,,,,,,,,,,,,,0,18.9,0,22.8,,,,,,,
+13/07/1998,,,,,,,,,,,,,,,,0,20.6,0,22.85,,,,,,,
+14/07/1998,,,,,,,,,,,,,,,,0,20,0,22.2,,,,,,,
+15/07/1998,,,,,,,,,,,,,,,,0,17.45,0,22.55,,,,,,,
+16/07/1998,,,,,,,,,,,,,,,,0,20.15,0,22,,,,,,,
+17/07/1998,,,,,,,,,,,,,,,,0,18.85,0,23.3,,,,,,,
+18/07/1998,,,,,,,,,,,,,,,,0,19.85,0,23.1,,,,,,,
+19/07/1998,,,,,,,,,,,,,,,,0,21.4,0,24.75,,,,,,,
+20/07/1998,,,,,,,,,,,,,,,,0,24.45,0,26.5,,,,,,,
+21/07/1998,,,,,,,,,,,,,,,,0,27.45,0,26.4,,,,,,,
+22/07/1998,,,,,,,,,,,,,,,,0,25.55,0,26.2,,,,,,,
+23/07/1998,,,,,,,,,,,,,,,,0,26.35,0,25.6,,,,,,,
+24/07/1998,,,,,,,,,,,,,,,,0,25.85,0,25.75,,,,,,,
+25/07/1998,,,,,,,,,,,,,,,,0,23.9,0,25.65,,,,,,,
+26/07/1998,,,,,,,,,,,,,,,,0,23.55,0,26.65,,,,,,,
+27/07/1998,,,,,,,,,,,,,,,,0,24.4,0,26.75,,,,,,,
+28/07/1998,,,,,,,,,,,,,,,,0,23.7,0,25.8,,,,,,,
+29/07/1998,,,,,,,,,,,,,,,,0,21.05,0,24.45,,,,,,,
+30/07/1998,,,,,,,,,,,,,,,,0,23.25,0,25.3,,,,,,,
+31/07/1998,,,,,,,,,,,,,,,,0,22.8,0,24.9,,,,,,,
+01/08/1998,,,,,,,,,,,,,,,,0,23.4,0,27.2,,,,,,,
+02/08/1998,,,,,,,,,,,,,,,,0,24.7,0,26.95,,,,,,,
+03/08/1998,,,,,,,,,,,,,,,,0,23.45,0,27.9,,,,,,,
+04/08/1998,,,,,,,,,,,,,,,,0,23,0,26.4,,,,,,,
+05/08/1998,,,,,,,,,,,,,,,,0,23.2,0,26.7,,,,,,,
+06/08/1998,,,,,,,,,,,,,,,,0,25.15,0,26.9,,,,,,,
+07/08/1998,,,,,,,,,,,,,,,,0,25.35,0,26.85,,,,,,,
+08/08/1998,,,,,,,,,,,,,,,,0,26.8,0,26.7,,,,,,,
+09/08/1998,,,,,,,,,,,,,,,,0,27.55,0,25.95,,,,,,,
+10/08/1998,,,,,,,,,,,,,,,,0,26.95,0,26.3,,,,,,,
+11/08/1998,,,,,,,,,,,,,,,,0,29.3,0,26.9,,,,,,,
+12/08/1998,,,,,,,,,,,,,,,,0,29.5,0,26.85,,,,,,,
+13/08/1998,,,,,,,,,,,,,,,,0,28.55,0,25.4,,,,,,,
+14/08/1998,,,,,,,,,,,,,,,,0,25.9,0,24.75,,,,,,,
+15/08/1998,,,,,,,,,,,,,,,,0,25.3,0,25.25,,,,,,,
+16/08/1998,,,,,,,,,,,,,,,,0,25.05,0,25.65,,,,,,,
+17/08/1998,,,,,,,,,,,,,,,,0,25.05,0,26.75,,,,,,,
+18/08/1998,,,,,,,,,,,,,,,,0,24.9,0,25.7,,,,,,,
+19/08/1998,,,,,,,,,,,,,,,,0,22.7,0,25.55,,,,,,,
+20/08/1998,,,,,,,,,,,,,,,,0,23.85,0,24.75,,,,,,,
+21/08/1998,,,,,,,,,,,,,,,,0,23.8,0,24.8,,,,,,,
+22/08/1998,,,,,,,,,,,,,,,,0,21.75,0,24.55,,,,,,,
+23/08/1998,,,,,,,,,,,,,,,,0,22.5,0,26.6,,,,,,,
+24/08/1998,,,,,,,,,,,,,,,,0,24.5,0,25,,,,,,,
+25/08/1998,,,,,,,,,,,,,,,,0,22.85,0,25.35,,,,,,,
+26/08/1998,,,,,,,,,,,,,,,,0,24.45,0,24.05,,,,,,,
+27/08/1998,,,,,,,,,,,,,,,,0,21.9,0,23.2,,,,,,,
+28/08/1998,,,,,,,,,,,,,,,,0,21.75,0,17.25,,,,,,,
+29/08/1998,,,,,,,,,,,,,,,,0,17.15,0,17.65,,,,,,,
+30/08/1998,,,,,,,,,,,,,,,,0,19.8,0,18.25,,,,,,,
+31/08/1998,,,,,,,,,,,,,,,,0,20,0,19.5,,,,,,,
+01/09/1998,,,,,,,,,,,,,,,,0,20.4,0,22.85,,,,,,,
+02/09/1998,,,,,,,,,,,,,,,,0,21.9,0,24.1,,,,,,,
+03/09/1998,,,,,,,,,,,,,,,,0,24.8,0,23.45,,,,,,,
+04/09/1998,,,,,,,,,,,,,,,,0,23.95,0,24.85,,,,,,,
+05/09/1998,,,,,,,,,,,,,,,,0,23,0,22.35,,,,,,,
+06/09/1998,,,,,,,,,,,,,,,,0,20.75,0,21.9,,,,,,,
+07/09/1998,,,,,,,,,,,,,,,,0,20.3,0,20.95,,,,,,,
+08/09/1998,,,,,,,,,,,,,,,,0,20.95,0,22.95,,,,,,,
+09/09/1998,,,,,,,,,,,,,,,,0,21.6,0,22.15,,,,,,,
+10/09/1998,,,,,,,,,,,,,,,,0,23.5,0,23.35,,,,,,,
+11/09/1998,,,,,,,,,,,,,,,,0,22.8,0,20.25,,,,,,,
+12/09/1998,,,,,,,,,,,,,,,,0,18.6,0,18.55,,,,,,,
+13/09/1998,,,,,,,,,,,,,,,,0,14.3,0,15.9,,,,,,,
+14/09/1998,,,,,,,,,,,,,,,,0,13.15,0,15.15,,,,,,,
+15/09/1998,,,,,,,,,,,,,,,,0,13.45,0,15.5,,,,,,,
+16/09/1998,,,,,,,,,,,,,,,,0,14.25,0,15.3,,,,,,,
+17/09/1998,,,,,,,,,,,,,,,,0,16.05,0,19.2,,,,,,,
+18/09/1998,,,,,,,,,,,,,,,,0,16.95,0,19.2,,,,,,,
+19/09/1998,,,,,,,,,,,,,,,,0,18.3,0,18.5,,,,,,,
+20/09/1998,,,,,,,,,,,,,,,,0,17.05,0,17.3,,,,,,,
+21/09/1998,,,,,,,,,,,,,,,,0,17.1,0,18.7,,,,,,,
+22/09/1998,,,,,,,,,,,,,,,,0,17.05,0,17.6,,,,,,,
+23/09/1998,,,,,,,,,,,,,,,,0,17.5,0,17.6,,,,,,,
+24/09/1998,,,,,,,,,,,,,,,,0,18.5,0,18.3,,,,,,,
+25/09/1998,,,,,,,,,,,,,,,,0,18.3,0,15.8,,,,,,,
+26/09/1998,,,,,,,,,,,,,,,,0,16.4,0,18.95,,,,,,,
+27/09/1998,,,,,,,,,,,,,,,,0,18.1,0,17.8,,,,,,,
+28/09/1998,,,,,,,,,,,,,,,,0,15.8,0,17.5,,,,,,,
+29/09/1998,,,,,,,,,,,,,,,,0,16.05,0,18.9,,,,,,,
+30/09/1998,,,,,,,,,,,,,,,,0,15.75,0,17.95,,,,,,,
+01/10/1998,,,,,,,,,,,,,,,,0,17.3,0,18.55,,,,,,,
+02/10/1998,,,,,,,,,,,,,,,,0,15.5,0,16.45,,,,,,,
+03/10/1998,,,,,,,,,,,,,,,,0,13.55,0,16.15,,,,,,,
+04/10/1998,,,,,,,,,,,,,,,,0,13.8,0,15.3,,,,,,,
+05/10/1998,,,,,,,,,,,,,,,,0,15.2,0,16.35,,,,,,,
+06/10/1998,,,,,,,,,,,,,,,,0,16.9,0,16.4,,,,,,,
+07/10/1998,,,,,,,,,,,,,,,,0,15.6,0,17.45,,,,,,,
+08/10/1998,,,,,,,,,,,,,,,,0,15.1,0,16.7,,,,,,,
+09/10/1998,,,,,,,,,,,,,,,,0,14.95,0,15.45,,,,,,,
+10/10/1998,,,,,,,,,,,,,,,,0,14.25,0,15.6,,,,,,,
+11/10/1998,,,,,,,,,,,,,,,,0,13.35,0,15.4,,,,,,,
+12/10/1998,,,,,,,,,,,,,,,,0,13.45,0,15.4,,,,,,,
+13/10/1998,,,,,,,,,,,,,,,,0,13.45,0,14.8,,,,,,,
+14/10/1998,,,,,,,,,,,,,,,,0,14.6,0,13.4,,,,,,,
+15/10/1998,,,,,,,,,,,,,,,,0,14.25,0,14.4,,,,,,,
+16/10/1998,,,,,,,,,,,,,,,,0,14.7,0,14.15,,,,,,,
+17/10/1998,,,,,,,,,,,,,,,,0,14.8,0,16.4,,,,,,,
+18/10/1998,,,,,,,,,,,,,,,,0,15.65,0,17.7,,,,,,,
+19/10/1998,,,,,,,,,,,,,,,,0,15.55,0,15.7,,,,,,,
+20/10/1998,,,,,,,,,,,,,,,,0,15.25,0,14.8,,,,,,,
+21/10/1998,,,,,,,,,,,,,,,,0,13.95,0,13.2,,,,,,,
+22/10/1998,,,,,,,,,,,,,,,,0,15.05,0,13.25,,,,,,,
+23/10/1998,,,,,,,,,,,,,,,,0,14.25,0,14.2,,,,,,,
+24/10/1998,,,,,,,,,,,,,,,,0,13.7,0,16.15,,,,,,,
+25/10/1998,,,,,,,,,,,,,,,,0,14.5,0,16.05,,,,,,,
+26/10/1998,,,,,,,,,,,,,,,,0,15.2,0,14.2,,,,,,,
+27/10/1998,,,,,,,,,,,,,,,,0,15.15,0,12.55,,,,,,,
+28/10/1998,,,,,,,,,,,,,,,,0,14.8,0,15.4,,,,,,,
+29/10/1998,,,,,,,,,,,,,,,,0,13.95,0,17.65,,,,,,,
+30/10/1998,,,,,,,,,,,,,,,,0,13.7,0,13.45,,,,,,,
+31/10/1998,,,,,,,,,,,,,,,,0,12,0,11.7,,,,,,,
+01/11/1998,,,,,,,,,,,,,,,,0,12.55,0,14.45,,,,,,,
+02/11/1998,,,,,,,,,,,,,,,,0,13.75,0,15.9,,,,,,,
+03/11/1998,,,,,,,,,,,,,,,,0,13.4,0,15.9,,,,,,,
+04/11/1998,,,,,,,,,,,,,,,,0,16.1,0,17.6,,,,,,,
+05/11/1998,,,,,,,,,,,,,,,,0,14.35,0,13.85,,,,,,,
+06/11/1998,,,,,,,,,,,,,,,,0,12.6,0,12.35,,,,,,,
+07/11/1998,,,,,,,,,,,,,,,,0,11.45,0,10.55,,,,,,,
+08/11/1998,,,,,,,,,,,,,,,,0,10.2,0,9,,,,,,,
+09/11/1998,,,,,,,,,,,,,,,,0,9.2,0,9.25,,,,,,,
+10/11/1998,,,,,,,,,,,,,,,,0,11.35,0,11.5,,,,,,,
+11/11/1998,,,,,,,,,,,,,,,,0,12.5,0,14.45,,,,,,,
+12/11/1998,,,,,,,,,,,,,,,,0,10.85,0,10.25,,,,,,,
+13/11/1998,,,,,,,,,,,,,,,,0,9.4,0,9.15,,,,,,,
+14/11/1998,,,,,,,,,,,,,,,,0,9.65,0,6.8,,,,,,,
+15/11/1998,,,,,,,,,,,,,,,,0,8.95,0,9.25,,,,,,,
+16/11/1998,,,,,,,,,,,,,,,,0,9.85,0,7.4,,,,,,,
+17/11/1998,,,,,,,,,,,,,,,,0,9.05,0,6.1,,,,,,,
+18/11/1998,,,,,,,,,,,,,,,,0,7.75,0,4.3,,,,,,,
+19/11/1998,,,,,,,,,,,,,,,,0,6.9,0,6.65,,,,,,,
+20/11/1998,,,,,,,,,,,,,,,,0,5.7,0,3.75,,,,,,,
+21/11/1998,,,,,,,,,,,,,,,,0,3.3,0,2.35,,,,,,,
+22/11/1998,,,,,,,,,,,,,,,,0,1.85,0,3.35,,,,,,,
+23/11/1998,,,,,,,,,,,,,,,,0,3.35,0,2.35,,,,,,,
+24/11/1998,,,,,,,,,,,,,,,,0,5.35,0,5.85,,,,,,,
+25/11/1998,,,,,,,,,,,,,,,,0,7.7,0,6.75,,,,,,,
+26/11/1998,,,,,,,,,,,,,,,,0,7.65,0,8.15,,,,,,,
+27/11/1998,,,,,,,,,,,,,,,,0,8.55,0,6.95,,,,,,,
+28/11/1998,,,,,,,,,,,,,,,,0,7.75,0,7.15,,,,,,,
+29/11/1998,,,,,,,,,,,,,,,,0,8.25,0,3.95,,,,,,,
+30/11/1998,,,,,,,,,,,,,,,,0,7.05,0,6.15,,,,,,,
+01/12/1998,,,,,,,,,,,,,,,,0,7.6,0,8,,,,,,,
+02/12/1998,,,,,,,,,,,,,,,,0,6.15,0,9.15,,,,,,,
+03/12/1998,,,,,,,,,,,,,,,,0,7.45,0,9.35,,,,,,,
+04/12/1998,,,,,,,,,,,,,,,,0,8.8,0,7.2,,,,,,,
+05/12/1998,,,,,,,,,,,,,,,,0,7.85,0,5.75,,,,,,,
+06/12/1998,,,,,,,,,,,,,,,,0,7.1,0,2.05,,,,,,,
+07/12/1998,,,,,,,,,,,,,,,,0,4.95,0,1.7,,,,,,,
+08/12/1998,,,,,,,,,,,,,,,,0,4.6,0,0.85,,,,,,,
+09/12/1998,,,,,,,,,,,,,,,,0,5.15,0,0.7,,,,,,,
+10/12/1998,,,,,,,,,,,,,,,,0,4.25,0,3.15,,,,,,,
+11/12/1998,,,,,,,,,,,,,,,,0,5.95,0,4.75,,,,,,,
+12/12/1998,,,,,,,,,,,,,,,,0,7,0,6.6,,,,,,,
+13/12/1998,,,,,,,,,,,,,,,,0,9.8,0,5.7,,,,,,,
+14/12/1998,,,,,,,,,,,,,,,,0,11.2,0,3.55,,,,,,,
+15/12/1998,,,,,,,,,,,,,,,,0,13.85,0,5.7,,,,,,,
+16/12/1998,,,,,,,,,,,,,,,,0,14.8,0,4,,,,,,,
+17/12/1998,,,,,,,,,,,,,,,,0,12.2,0,6.6,,,,,,,
+18/12/1998,,,,,,,,,,,,,,,,0,12.8,0,5.7,,,,,,,
+19/12/1998,,,,,,,,,,,,,,,,0,10,0,3.35,,,,,,,
+20/12/1998,,,,,,,,,,,,,,,,0,8.6,0,6,,,,,,,
+21/12/1998,,,,,,,,,,,,,,,,0,7.45,0,7.05,,,,,,,
+22/12/1998,,,,,,,,,,,,,,,,0,5.15,0,3.45,,,,,,,
+23/12/1998,,,,,,,,,,,,,,,,0,0.3,0,2.2,,,,,,,
+24/12/1998,,,,,,,,,,,,,,,,0,0.8,0,0.25,,,,,,,
+25/12/1998,,,,,,,,,,,,,,,,0,1.8,0,4.15,,,,,,,
+26/12/1998,,,,,,,,,,,,,,,,0,3.7,0,2.4,,,,,,,
+27/12/1998,,,,,,,,,,,,,,,,0,3.4,0,2.3,,,,,,,
+28/12/1998,,,,,,,,,,,,,,,,0,5.1,0,7.3,,,,,,,
+29/12/1998,,,,,,,,,,,,,,,,0,5.7,0,8.2,,,,,,,
+30/12/1998,,,,,,,,,,,,,,,,0,4.25,0,6.7,,,,,,,
+31/12/1998,,,,,,,,,,,,,,,,0,4.55,0,6.4,,,,,,,
+01/01/1999,,,,,,,,,,,,,,,,0,0,0,9.8,,,,,,,
+02/01/1999,,,,,,,,,,,,,,,,0,5.5,0,8.3,,,,,,,
+03/01/1999,,,,,,,,,,,,,,,,0,6.15,0,9.3,,,,,,,
+04/01/1999,,,,,,,,,,,,,,,,0,9.55,0,9.3,,,,,,,
+05/01/1999,,,,,,,,,,,,,,,,0,11.75,0,8.25,,,,,,,
+06/01/1999,,,,,,,,,,,,,,,,0,9.05,0,7.45,,,,,,,
+07/01/1999,,,,,,,,,,,,,,,,0,5.65,0,9.3,,,,,,,
+08/01/1999,,,,,,,,,,,,,,,,0,6.65,0,11.3,,,,,,,
+09/01/1999,,,,,,,,,,,,,,,,0,5.3,0,10.8,,,,,,,
+10/01/1999,,,,,,,,,,,,,,,,0,4,0,7.3,,,,,,,
+11/01/1999,,,,,,,,,,,,,,,,0,2,0,9.25,,,,,,,
+12/01/1999,,,,,,,,,,,,,,,,0,0.8,0,7.55,,,,,,,
+13/01/1999,,,,,,,,,,,,,,,,0,0.95,0,4.75,,,,,,,
+14/01/1999,,,,,,,,,,,,,,,,0,3.35,0,2.6,,,,,,,
+15/01/1999,,,,,,,,,,,,,,,,0,5.65,0,4.65,,,,,,,
+16/01/1999,,,,,,,,,,,,,,,,0,5,0,3.85,,,,,,,
+17/01/1999,,,,,,,,,,,,,,,,0,5.5,0,6.25,,,,,,,
+18/01/1999,,,,,,,,,,,,,,,,0,8.05,0,7.55,,,,,,,
+19/01/1999,,,,,,,,,,,,,,,,0,8.65,0,7.3,,,,,,,
+20/01/1999,,,,,,,,,,,,,,,,0,8,0,7,,,,,,,
+21/01/1999,,,,,,,,,,,,,,,,0,8.45,0,6.4,,,,,,,
+22/01/1999,,,,,,,,,,,,,,,,0,6.95,0,2.9,,,,,,,
+23/01/1999,,,,,,,,,,,,,,,,0,5.5,0,1.35,,,,,,,
+24/01/1999,,,,,,,,,,,,,,,,0,4.55,0,3.05,,,,,,,
+25/01/1999,,,,,,,,,,,,,,,,0,5.65,0,4.05,,,,,,,
+26/01/1999,,,,,,,,,,,,,,,,0,5.2,0,3.75,,,,,,,
+27/01/1999,,,,,,,,,,,,,,,,0,4.6,0,8.3,,,,,,,
+28/01/1999,,,,,,,,,,,,,,,,0,4.55,0,5.35,,,,,,,
+29/01/1999,,,,,,,,,,,,,,,,0,3.15,0,7.2,,,,,,,
+30/01/1999,,,,,,,,,,,,,,,,0,-3.6,0,2.05,,,,,,,
+31/01/1999,,,,,,,,,,,,,,,,0,-4.1,0,1.2,,,,,,,
+01/02/1999,,,,,,,,,,,,,,,,0,-2.15,0,3.05,,,,,,,
+02/02/1999,,,,,,,,,,,,,,,,0,1.2,0,2.65,,,,,,,
+03/02/1999,,,,,,,,,,,,,,,,0,4.95,0,5.9,,,,,,,
+04/02/1999,,,,,,,,,,,,,,,,0,5.05,0,6.75,,,,,,,
+05/02/1999,,,,,,,,,,,,,,,,0,5.55,0,7.6,,,,,,,
+06/02/1999,,,,,,,,,,,,,,,,0,5.9,0,7.95,,,,,,,
+07/02/1999,,,,,,,,,,,,,,,,0,4.5,0,5.25,,,,,,,
+08/02/1999,,,,,,,,,,,,,,,,0,2.3,0,5.2,,,,,,,
+09/02/1999,,,,,,,,,,,,,,,,0,3.35,0,6.2,,,,,,,
+10/02/1999,,,,,,,,,,,,,,,,0,0.95,0,6.7,,,,,,,
+11/02/1999,,,,,,,,,,,,,,,,0,-1.9,0,1.6,,,,,,,
+12/02/1999,,,,,,,,,,,,,,,,0,-2.95,0,1.55,,,,,,,
+13/02/1999,,,,,,,,,,,,,,,,0,-1.5,0,2.25,,,,,,,
+14/02/1999,,,,,,,,,,,,,,,,0,-2.15,0,1.25,,,,,,,
+15/02/1999,,,,,,,,,,,,,,,,0,-0.3,0,2.8,,,,,,,
+16/02/1999,,,,,,,,,,,,,,,,0,-0.45,0,2.3,,,,,,,
+17/02/1999,,,,,,,,,,,,,,,,0,2.9,0,5.25,,,,,,,
+18/02/1999,,,,,,,,,,,,,,,,0,4,0,5.7,,,,,,,
+19/02/1999,,,,,,,,,,,,,,,,0,5.85,0,8,,,,,,,
+20/02/1999,,,,,,,,,,,,,,,,0,6.1,0,9.35,,,,,,,
+21/02/1999,,,,,,,,,,,,,,,,0,6.9,0,10.25,,,,,,,
+22/02/1999,,,,,,,,,,,,,,,,0,5.1,0,9.15,,,,,,,
+23/02/1999,,,,,,,,,,,,,,,,0,4.45,0,7.9,,,,,,,
+24/02/1999,,,,,,,,,,,,,,,,0,3.55,0,4.6,,,,,,,
+25/02/1999,,,,,,,,,,,,,,,,0,4.95,0,6.8,,,,,,,
+26/02/1999,,,,,,,,,,,,,,,,0,6.8,0,6.6,,,,,,,
+27/02/1999,,,,,,,,,,,,,,,,0,7.35,0,7.35,,,,,,,
+28/02/1999,,,,,,,,,,,,,,,,0,7.4,0,11.05,,,,,,,
+01/03/1999,,,,,,,,,,,,,,,,0,8.45,0,10.85,,,,,,,
+02/03/1999,,,,,,,,,,,,,,,,0,7.6,0,11.15,,,,,,,
+03/03/1999,,,,,,,,,,,,,,,,0,7.45,0,10.65,,,,,,,
+04/03/1999,,,,,,,,,,,,,,,,0,5.75,0,11.35,,,,,,,
+05/03/1999,,,,,,,,,,,,,,,,0,3.45,0,9.95,,,,,,,
+06/03/1999,,,,,,,,,,,,,,,,0,2.9,0,8.4,,,,,,,
+07/03/1999,,,,,,,,,,,,,,,,0,3.05,0,6.7,,,,,,,
+08/03/1999,,,,,,,,,,,,,,,,0,3.9,0,6.3,,,,,,,
+09/03/1999,,,,,,,,,,,,,,,,0,6.55,0,9.45,,,,,,,
+10/03/1999,,,,,,,,,,,,,,,,0,8.4,0,13.2,,,,,,,
+11/03/1999,,,,,,,,,,,,,,,,0,9.1,0,12.95,,,,,,,
+12/03/1999,,,,,,,,,,,,,,,,0,11.35,0,13.3,,,,,,,
+13/03/1999,,,,,,,,,,,,,,,,0,12.3,0,12.95,,,,,,,
+14/03/1999,,,,,,,,,,,,,,,,0,12.5,0,12.55,,,,,,,
+15/03/1999,,,,,,,,,,,,,,,,0,13.7,0,14.2,,,,,,,
+16/03/1999,,,,,,,,,,,,,,,,0,12,0,14.3,,,,,,,
+17/03/1999,,,,,,,,,,,,,,,,0,2.65,0,8.95,,,,,,,
+18/03/1999,,,,,,,,,,,,,,,,0,0.9,0,6.65,,,,,,,
+19/03/1999,,,,,,,,,,,,,,,,0,3.5,0,6.5,,,,,,,
+20/03/1999,,,,,,,,,,,,,,,,0,5.65,0,8.5,,,,,,,
+21/03/1999,,,,,,,,,,,,,,,,0,5.4,0,8.05,,,,,,,
+22/03/1999,,,,,,,,,,,,,,,,0,5.25,0,9.3,,,,,,,
+23/03/1999,,,,,,,,,,,,,,,,0,7.2,0,9.4,,,,,,,
+24/03/1999,,,,,,,,,,,,,,,,0,9.85,0,11.15,,,,,,,
+25/03/1999,,,,,,,,,,,,,,,,0,6.8,0,9.35,,,,,,,
+26/03/1999,,,,,,,,,,,,,,,,0,8.3,0,13.25,,,,,,,
+27/03/1999,,,,,,,,,,,,,,,,0,6.1,0,9.85,,,,,,,
+28/03/1999,,,,,,,,,,,,,,,,0,6.95,0,11.65,,,,,,,
+29/03/1999,,,,,,,,,,,,,,,,0,8.5,0,12.3,,,,,,,
+30/03/1999,,,,,,,,,,,,,,,,0,9.2,0,12.05,,,,,,,
+31/03/1999,,,,,,,,,,,,,,,,0,10.1,0,13.15,,,,,,,
+01/04/1999,,,,,,,,,,,,,,,,0,11.35,0,12.85,,,,,,,
+02/04/1999,,,,,,,,,,,,,,,,0,10.85,0,12.4,,,,,,,
+03/04/1999,,,,,,,,,,,,,,,,0,12.35,0,13.9,,,,,,,
+04/04/1999,,,,,,,,,,,,,,,,0,12.75,0,14,,,,,,,
+05/04/1999,,,,,,,,,,,,,,,,0,13.5,0,14.5,,,,,,,
+06/04/1999,,,,,,,,,,,,,,,,0,14.05,0,15.8,,,,,,,
+07/04/1999,,,,,,,,,,,,,,,,0,8.85,0,14.25,,,,,,,
+08/04/1999,,,,,,,,,,,,,,,,0,6.9,0,12.65,,,,,,,
+09/04/1999,,,,,,,,,,,,,,,,0,6.35,0,12.35,,,,,,,
+10/04/1999,,,,,,,,,,,,,,,,0,8.5,0,13.15,,,,,,,
+11/04/1999,,,,,,,,,,,,,,,,0,10.1,0,12,,,,,,,
+12/04/1999,,,,,,,,,,,,,,,,0,8.9,0,13.15,,,,,,,
+13/04/1999,,,,,,,,,,,,,,,,0,8.4,0,12.8,,,,,,,
+14/04/1999,,,,,,,,,,,,,,,,0,7,0,11.6,,,,,,,
+15/04/1999,,,,,,,,,,,,,,,,0,7,0,11.8,,,,,,,
+16/04/1999,,,,,,,,,,,,,,,,0,6.85,0,11.45,,,,,,,
+17/04/1999,,,,,,,,,,,,,,,,0,5.8,0,10.2,,,,,,,
+18/04/1999,,,,,,,,,,,,,,,,0,6.25,0,11.75,,,,,,,
+19/04/1999,,,,,,,,,,,,,,,,0,6.5,0,11,,,,,,,
+20/04/1999,,,,,,,,,,,,,,,,0,7.15,0,11.25,,,,,,,
+21/04/1999,,,,,,,,,,,,,,,,0,9.2,0,13.5,,,,,,,
+22/04/1999,,,,,,,,,,,,,,,,0,11.75,0,14.7,,,,,,,
+23/04/1999,,,,,,,,,,,,,,,,0,10.45,0,14.4,,,,,,,
+24/04/1999,,,,,,,,,,,,,,,,0,10.85,0,15.8,,,,,,,
+25/04/1999,,,,,,,,,,,,,,,,0,12.15,0,15.15,,,,,,,
+26/04/1999,,,,,,,,,,,,,,,,0,13.6,0,14,,,,,,,
+27/04/1999,,,,,,,,,,,,,,,,0,14.3,0,12.65,,,,,,,
+28/04/1999,,,,,,,,,,,,,,,,0,13.3,0,14.95,,,,,,,
+29/04/1999,,,,,,,,,,,,,,,,0,14.45,0,16.9,,,,,,,
+30/04/1999,,,,,,,,,,,,,,,,0,17.2,0,16.9,,,,,,,
+01/05/1999,,,,,,,,,,,,,,,,0,17.85,0,17.85,,,,,,,
+02/05/1999,,,,,,,,,,,,,,,,0,13.6,0,18.75,,,,,,,
+03/05/1999,,,,,,,,,,,,,,,,0,13.1,0,19,,,,,,,
+04/05/1999,,,,,,,,,,,,,,,,0,12.9,0,17.9,,,,,,,
+05/05/1999,,,,,,,,,,,,,,,,0,12.6,0,17.6,,,,,,,
+06/05/1999,,,,,,,,,,,,,,,,0,13.15,0,18.6,,,,,,,
+07/05/1999,,,,,,,,,,,,,,,,0,14.4,0,18.55,,,,,,,
+08/05/1999,,,,,,,,,,,,,,,,0,15.1,0,17.6,,,,,,,
+09/05/1999,,,,,,,,,,,,,,,,0,14.85,0,18.6,,,,,,,
+10/05/1999,,,,,,,,,,,,,,,,0,15.6,0,19.05,,,,,,,
+11/05/1999,,,,,,,,,,,,,,,,0,14.7,0,18.7,,,,,,,
+12/05/1999,,,,,,,,,,,,,,,,0,14.85,0,17.8,,,,,,,
+13/05/1999,,,,,,,,,,,,,,,,0,15.4,0,18.7,,,,,,,
+14/05/1999,,,,,,,,,,,,,,,,0,15.6,0,17.8,,,,,,,
+15/05/1999,,,,,,,,,,,,,,,,0,15.1,0,19.25,,,,,,,
+16/05/1999,,,,,,,,,,,,,,,,0,16.9,0,19.8,,,,,,,
+17/05/1999,,,,,,,,,,,,,,,,0,16.9,0,17.1,,,,,,,
+18/05/1999,,,,,,,,,,,,,,,,0,13.35,0,20,,,,,,,
+19/05/1999,,,,,,,,,,,,,,,,0,11.6,0,19.7,,,,,,,
+20/05/1999,,,,,,,,,,,,,,,,0,11.5,0,15.7,,,,,,,
+21/05/1999,,,,,,,,,,,,,,,,0,11.45,0,15.25,,,,,,,
+22/05/1999,,,,,,,,,,,,,,,,0,14.65,0,18.6,,,,,,,
+23/05/1999,,,,,,,,,,,,,,,,0,17.8,0,20.8,,,,,,,
+24/05/1999,,,,,,,,,,,,,,,,0,18.45,0,19.4,,,,,,,
+25/05/1999,,,,,,,,,,,,,,,,0,17,0,19.35,,,,,,,
+26/05/1999,,,,,,,,,,,,,,,,0,17.5,0,19.9,,,,,,,
+27/05/1999,,,,,,,,,,,,,,,,0,19.5,0,21.35,,,,,,,
+28/05/1999,,,,,,,,,,,,,,,,0,20.45,0,21.85,,,,,,,
+29/05/1999,,,,,,,,,,,,,,,,0,20.3,0,21.75,,,,,,,
+30/05/1999,,,,,,,,,,,,,,,,0,20.75,0,22.05,,,,,,,
+31/05/1999,,,,,,,,,,,,,,,,0,21.3,0,22.1,,,,,,,
+01/06/1999,,,,,,,,,,,,,,,,0,22.25,0,24.35,,,,,,,
+02/06/1999,,,,,,,,,,,,,,,,0,21.9,0,24.7,,,,,,,
+03/06/1999,,,,,,,,,,,,,,,,0,19.25,0,23.75,,,,,,,
+04/06/1999,,,,,,,,,,,,,,,,0,16.05,0,20.55,,,,,,,
+05/06/1999,,,,,,,,,,,,,,,,0,16.3,0,20.5,,,,,,,
+06/06/1999,,,,,,,,,,,,,,,,0,18.75,0,21.6,,,,,,,
+07/06/1999,,,,,,,,,,,,,,,,0,20.25,0,24,,,,,,,
+08/06/1999,,,,,,,,,,,,,,,,0,17.65,0,22.1,,,,,,,
+09/06/1999,,,,,,,,,,,,,,,,0,20.65,0,21.8,,,,,,,
+10/06/1999,,,,,,,,,,,,,,,,0,21.85,0,24.2,,,,,,,
+11/06/1999,,,,,,,,,,,,,,,,0,18.25,0,24.35,,,,,,,
+12/06/1999,,,,,,,,,,,,,,,,0,17.2,0,22.5,,,,,,,
+13/06/1999,,,,,,,,,,,,,,,,0,18.1,0,21.4,,,,,,,
+14/06/1999,,,,,,,,,,,,,,,,0,18.55,0,21.4,,,,,,,
+15/06/1999,,,,,,,,,,,,,,,,0,18.85,0,21,,,,,,,
+16/06/1999,,,,,,,,,,,,,,,,0,17.95,0,20.9,,,,,,,
+17/06/1999,,,,,,,,,,,,,,,,0,18.75,0,20.55,,,,,,,
+18/06/1999,,,,,,,,,,,,,,,,0,19.1,0,21.85,,,,,,,
+19/06/1999,,,,,,,,,,,,,,,,0,14.3,0,17.8,,,,,,,
+20/06/1999,,,,,,,,,,,,,,,,0,15.25,0,18.5,,,,,,,
+21/06/1999,,,,,,,,,,,,,,,,0,14.8,0,18.45,,,,,,,
+22/06/1999,,,,,,,,,,,,,,,,0,15,0,19.95,,,,,,,
+23/06/1999,,,,,,,,,,,,,,,,0,17.55,0,19.9,,,,,,,
+24/06/1999,,,,,,,,,,,,,,,,0,19.2,0,20.55,,,,,,,
+25/06/1999,,,,,,,,,,,,,,,,0,19.4,0,21.95,,,,,,,
+26/06/1999,,,,,,,,,,,,,,,,0,19.9,0,22,,,,,,,
+27/06/1999,,,,,,,,,,,,,,,,0,19.5,0,21.8,,,,,,,
+28/06/1999,,,,,,,,,,,,,,,,0,16.95,0,22.25,,,,,,,
+29/06/1999,,,,,,,,,,,,,,,,0,17.9,0,21.3,,,,,,,
+30/06/1999,,,,,,,,,,,,,,,,0,19.25,0,22.95,,,,,,,
+01/07/1999,,,,,,,,,,,,,,,,0,22.15,0,24.55,,,,,,,
+02/07/1999,,,,,,,,,,,,,,,,0,22.55,0,25.25,,,,,,,
+03/07/1999,,,,,,,,,,,,,,,,0,23.15,0,25.4,,,,,,,
+04/07/1999,,,,,,,,,,,,,,,,0,24.65,0,25.7,,,,,,,
+05/07/1999,,,,,,,,,,,,,,,,0,24.65,0,26.05,,,,,,,
+06/07/1999,,,,,,,,,,,,,,,,0,19.85,0,25.05,,,,,,,
+07/07/1999,,,,,,,,,,,,,,,,0,19.5,0,24.2,,,,,,,
+08/07/1999,,,,,,,,,,,,,,,,0,21.35,0,23.45,,,,,,,
+09/07/1999,,,,,,,,,,,,,,,,0,19.55,0,22.55,,,,,,,
+10/07/1999,,,,,,,,,,,,,,,,0,18.8,0,21.75,,,,,,,
+11/07/1999,,,,,,,,,,,,,,,,0,19.1,0,22.5,,,,,,,
+12/07/1999,,,,,,,,,,,,,,,,0,20.45,0,23.9,,,,,,,
+13/07/1999,,,,,,,,,,,,,,,,0,21.65,0,23.9,,,,,,,
+14/07/1999,,,,,,,,,,,,,,,,0,20.35,0,23.8,,,,,,,
+15/07/1999,,,,,,,,,,,,,,,,0,19.9,0,24.2,,,,,,,
+16/07/1999,,,,,,,,,,,,,,,,0,23.05,0,24.65,,,,,,,
+17/07/1999,,,,,,,,,,,,,,,,0,23.15,0,25.5,,,,,,,
+18/07/1999,,,,,,,,,,,,,,,,0,24.2,0,25.3,,,,,,,
+19/07/1999,,,,,,,,,,,,,,,,0,23.45,0,25.9,,,,,,,
+20/07/1999,,,,,,,,,,,,,,,,0,22.8,0,25.4,,,,,,,
+21/07/1999,,,,,,,,,,,,,,,,0,21.2,0,25.3,,,,,,,
+22/07/1999,,,,,,,,,,,,,,,,0,20.65,0,25.35,,,,,,,
+23/07/1999,,,,,,,,,,,,,,,,0,20.8,0,24.2,,,,,,,
+24/07/1999,,,,,,,,,,,,,,,,0,19.05,0,21.6,,,,,,,
+25/07/1999,,,,,,,,,,,,,,,,0,19.65,0,22.3,,,,,,,
+26/07/1999,,,,,,,,,,,,,,,,0,21.1,0,24.45,,,,,,,
+27/07/1999,,,,,,,,,,,,,,,,0,24.4,0,25.85,,,,,,,
+28/07/1999,,,,,,,,,,,,,,,,0,19.25,0,22.45,,,,,,,
+29/07/1999,,,,,,,,,,,,,,,,0,19.4,0,24.2,,,,,,,
+30/07/1999,,,,,,,,,,,,,,,,0,20.7,0,23.6,,,,,,,
+31/07/1999,,,,,,,,,,,,,,,,0,21.7,0,23.8,,,,,,,
+01/08/1999,,,,,,,,,,,,,,,,0,22.75,0,25.85,,,,,,,
+02/08/1999,,,,,,,,,,,,,,,,0,22.2,0,24.95,,,,,,,
+03/08/1999,,,,,,,,,,,,,,,,0,20.8,0,23,,,,,,,
+04/08/1999,,,,,,,,,,,,,,,,0,21.55,0,24.4,,,,,,,
+05/08/1999,,,,,,,,,,,,,,,,0,23.1,0,25.8,,,,,,,
+06/08/1999,,,,,,,,,,,,,,,,0,22.85,0,25.2,,,,,,,
+07/08/1999,,,,,,,,,,,,,,,,0,23,0,27.15,,,,,,,
+08/08/1999,,,,,,,,,,,,,,,,0,22.25,0,27.2,,,,,,,
+09/08/1999,,,,,,,,,,,,,,,,0,22.3,0,27.05,,,,,,,
+10/08/1999,,,,,,,,,,,,,,,,0,22.95,0,25.9,,,,,,,
+11/08/1999,,,,,,,,,,,,,,,,0,20.05,0,24,,,,,,,
+12/08/1999,,,,,,,,,,,,,,,,0,17.7,0,23.05,,,,,,,
+13/08/1999,,,,,,,,,,,,,,,,0,17.8,0,21.65,,,,,,,
+14/08/1999,,,,,,,,,,,,,,,,0,18.7,0,21.7,,,,,,,
+15/08/1999,,,,,,,,,,,,,,,,0,18.5,0,22.25,,,,,,,
+16/08/1999,,,,,,,,,,,,,,,,0,20.9,0,25.4,,,,,,,
+17/08/1999,,,,,,,,,,,,,,,,0,19.55,0,24.65,,,,,,,
+18/08/1999,,,,,,,,,,,,,,,,0,20.4,0,23.9,,,,,,,
+19/08/1999,,,,,,,,,,,,,,,,0,21.7,0,23.3,,,,,,,
+20/08/1999,,,,,,,,,,,,,,,,0,25.25,0,27.35,,,,,,,
+21/08/1999,,,,,,,,,,,,,,,,0,21.75,0,25.5,,,,,,,
+22/08/1999,,,,,,,,,,,,,,,,0,22.3,0,24.95,,,,,,,
+23/08/1999,,,,,,,,,,,,,,,,0,22.05,0,25,,,,,,,
+24/08/1999,,,,,,,,,,,,,,,,0,22.2,0,24.8,,,,,,,
+25/08/1999,,,,,,,,,,,,,,,,0,23.15,0,25.75,,,,,,,
+26/08/1999,,,,,,,,,,,,,,,,0,24.3,0,26.05,,,,,,,
+27/08/1999,,,,,,,,,,,,,,,,0,19.75,0,24.45,,,,,,,
+28/08/1999,,,,,,,,,,,,,,,,0,21.6,0,24.05,,,,,,,
+29/08/1999,,,,,,,,,,,,,,,,0,18.15,0,21.15,,,,,,,
+30/08/1999,,,,,,,,,,,,,,,,0,19.3,0,23.15,,,,,,,
+31/08/1999,,,,,,,,,,,,,,,,0,20.05,0,22.45,,,,,,,
+01/09/1999,,,,,,,,,,,,,,,,0,20.4,0,22.6,,,,,,,
+02/09/1999,,,,,,,,,,,,,,,,0,18.75,0,22.2,,,,,,,
+03/09/1999,,,,,,,,,,,,,,,,0,17.05,0,21.15,,,,,,,
+04/09/1999,,,,,,,,,,,,,,,,0,16.35,0,19.1,,,,,,,
+05/09/1999,,,,,,,,,,,,,,,,0,17.9,0,20.15,,,,,,,
+06/09/1999,,,,,,,,,,,,,,,,0,19,0,21,,,,,,,
+07/09/1999,,,,,,,,,,,,,,,,0,19.7,0,21.65,,,,,,,
+08/09/1999,,,,,,,,,,,,,,,,0,21.6,0,23.1,,,,,,,
+09/09/1999,,,,,,,,,,,,,,,,0,21.65,0,23.4,,,,,,,
+10/09/1999,,,,,,,,,,,,,,,,0,22.05,0,23.45,,,,,,,
+11/09/1999,,,,,,,,,,,,,,,,0,21.8,0,22.8,,,,,,,
+12/09/1999,,,,,,,,,,,,,,,,0,22.4,0,23.2,,,,,,,
+13/09/1999,,,,,,,,,,,,,,,,0,22.05,0,22.55,,,,,,,
+14/09/1999,,,,,,,,,,,,,,,,0,20.8,0,22.25,,,,,,,
+15/09/1999,,,,,,,,,,,,,,,,0,19.3,0,21.05,,,,,,,
+16/09/1999,,,,,,,,,,,,,,,,0,18.5,0,22.2,,,,,,,
+17/09/1999,,,,,,,,,,,,,,,,0,19.5,23.7,22.75,,,,,,,
+18/09/1999,,,,,,,,,,,,,,,,0,19.2,21.95,21.25,,,,,,,
+19/09/1999,,,,,,,,,,,,,,,,0,17.75,20.85,20.75,,,,,,,
+20/09/1999,,,,,,,,,,,,,,,,0,15.75,18.55,18.2,,,,,,,
+21/09/1999,,,,,,,,,,,,,,,,0,14.75,19.3,19.55,,,,,,,
+22/09/1999,,,,,,,,,,,,,,,,0,17.9,21.05,20.25,,,,,,,
+23/09/1999,,,,,,,,,,,,,,,,0,18.05,21.65,20.5,,,,,,,
+24/09/1999,,,,,,,,,,,,,,,,0,19.4,23.05,22.2,,,,,,,
+25/09/1999,,,,,,,,,,,,,,,,0,19.6,23.1,22.3,,,,,,,
+26/09/1999,,,,,,,,,,,,,,,,0,15.25,22.05,22.2,,,,,,,
+27/09/1999,,,,,,,,,,,,,,,,0,16.95,21.15,21.15,,,,,,,
+28/09/1999,,,,,,,,,,,,,,,,0,14.95,20.15,20.25,,,,,,,
+29/09/1999,,,,,,,,,,,,,,,,0,17.8,19.9,19.8,,,,,,,
+30/09/1999,,,,,,,,,,,,,,,,0,17.55,21.2,20.95,,,,,,,
+01/10/1999,,,,,,,,,,,,,,,,0,16.2,21.1,20.85,,,,,,,
+02/10/1999,,,,,,,,,,,,,,,,0,16.85,20.1,19.1,,,,,,,
+03/10/1999,,,,,,,,,,,,,,,,0,18.4,19.5,19.9,,,,,,,
+04/10/1999,,,,,,,,,,,,,,,,0,14.85,18.1,19.3,,,,,,,
+05/10/1999,,,,,,,,,,,,,,,,0,11.05,15.8,15.15,,,,,,,
+06/10/1999,,,,,,,,,,,,,,,,0,11.65,14.8,13.35,,,,,,,
+07/10/1999,,,,,,,,,,,,,,,,0,12.45,15,13.05,,,,,,,
+08/10/1999,,,,,,,,,,,,,,,,0,13.25,15.55,13.9,,,,,,,
+09/10/1999,,,,,,,,,,,,,,,,0,13.85,16.3,15.05,,,,,,,
+10/10/1999,,,,,,,,,,,,,,,,0,14.6,16.8,15.8,,,,,,,
+11/10/1999,,,,,,,,,,,,,,,,0,15,17.35,16.95,,,,,,,
+12/10/1999,,,,,,,,,,,,,,,,0,15.2,17.25,15.4,,,,,,,
+13/10/1999,,,,,,,,,,,,,,,,0,15.1,16.8,15.2,,,,,,,
+14/10/1999,,,,,,,,,,,,,,,,0,15,18.25,17.95,,,,,,,
+15/10/1999,,,,,,,,,,,,,,,,0,14.2,15.9,15.45,,,,,,,
+16/10/1999,,,,,,,,,,,,,,,,0,13.95,17.1,16.95,,,,,,,
+17/10/1999,,,,,,,,,,,,,,,,0,11.6,14.65,13.65,,,,,,,
+18/10/1999,,,,,,,,,,,,,,,,0,8.05,12.1,12.35,,,,,,,
+19/10/1999,,,,,,,,,,,,,,,,0,8.55,12.65,12.05,,,,,,,
+20/10/1999,,,,,,,,,,,,,,,,0,8.6,10.55,10.35,,,,,,,
+21/10/1999,,,,,,,,,,,,,,,,0,12.4,15.55,14.25,,,,,,,
+22/10/1999,,,,,,,,,,,,,,,,0,13.15,16.65,15.4,,,,,,,
+23/10/1999,,,,,,,,,,,,,,,,0,13.9,16.6,15.25,,,,,,,
+24/10/1999,,,,,,,,,,,,,,,,0,15.8,15.75,15.55,,,,,,,
+25/10/1999,,,,,,,,,,,,,,,,0,17.1,19.95,20,,,,,,,
+26/10/1999,,,,,,,,,,,,,,,,0,19.85,21.4,20.7,,,,,,,
+27/10/1999,,,,,,,,,,,,,,,,0,16.6,19.5,19.85,,,,,,,
+28/10/1999,,,,,,,,,,,,,,,,0,19.55,19,17.8,,,,,,,
+29/10/1999,,,,,,,,,,,,,,,,0,18.35,18.55,15.45,,,,,,,
+30/10/1999,,,,,,,,,,,,,,,,0,17.2,17.8,16.4,,,,,,,
+31/10/1999,,,,,,,,,,,,,,,,0,15.9,19.45,17.75,,,,,,,
+01/11/1999,,,,,,,,,,,,,,,,0,16.65,19.5,18,,,,,,,
+02/11/1999,,,,,,,,,,,,,,,,0,14.65,17.1,15.85,,,,,,,
+03/11/1999,,,,,,,,,,,,,,,,0,13.55,15.05,15.15,,,,,,,
+04/11/1999,,,,,,,,,,,,,,,,0,12.95,16.15,16.05,,,,,,,
+05/11/1999,,,,,,,,,,,,,,,,0,14.2,16.8,15.4,,,,,,,
+06/11/1999,,,,,,,,,,,,,,,,0,9.85,13.1,12,,,,,,,
+07/11/1999,,,,,,,,,,,,,,,,0,10.1,13,13.55,,,,,,,
+08/11/1999,,,,,,,,,,,,,,,,0,10.45,12.6,11.65,,,,,,,
+09/11/1999,,,,,,,,,,,,,,,,0,9.4,12.15,10.05,,,,,,,
+10/11/1999,,,,,,,,,,,,,,,,0,8.95,9.75,8.25,,,,,,,
+11/11/1999,,,,,,,,,,,,,,,,0,5.5,10.15,8.85,,,,,,,
+12/11/1999,,,,,,,,,,,,,,,,0,6.9,12.35,12.15,,,,,,,
+13/11/1999,,,,,,,,,,,,,,,,0,7.95,10.7,9.7,,,,,,,
+14/11/1999,,,,,,,,,,,,,,,,0,7.15,12.05,10.55,,,,,,,
+15/11/1999,,,,,,,,,,,,,,,,0,4.35,9.65,8.7,,,,,,,
+16/11/1999,,,,,,,,,,,,,,,,0,3.2,10.3,9.85,,,,,,,
+17/11/1999,,,,,,,,,,,,,,,,0,1.2,9.1,8.65,,,,,,,
+18/11/1999,,,,,,,,,,,,,,,,0,2.55,7.55,6.25,,,,,,,
+19/11/1999,,,,,,,,,,,,,,,,0,1.75,7.75,6.5,,,,,,,
+20/11/1999,,,,,,,,,,,,,,,,0,0.55,6.55,5.1,,,,,,,
+21/11/1999,,,,,,,,,,,,,,,,0,-1.75,6.2,4.45,,,,,,,
+22/11/1999,,,,,,,,,,,,,,,,0,1.25,6.75,4.9,,,,,,,
+23/11/1999,,,,,,,,,,,,,,,,0,2.55,7.1,5.25,,,,,,,
+24/11/1999,,,,,,,,,,,,,,,,0,4.4,8.7,6.75,,,,,,,
+25/11/1999,,,,,,,,,,,,,,,,0,5.25,8.55,5.9,,,,,,,
+26/11/1999,,,,,,,,,,,,,,,,0,4.7,8.95,6.05,,,,,,,
+27/11/1999,,,,,,,,,,,,,,,,0,4.25,7.8,5.1,,,,,,,
+28/11/1999,,,,,,,,,,,,,,,,0,4.95,8.45,5.4,,,,,,,
+29/11/1999,,,,,,,,,,,,,,,,0,4.45,7.7,4.85,,,,,,,
+30/11/1999,,,,,,,,,,,,,,,,0,7.15,9.55,6.65,,,,,,,
+01/12/1999,,,,,,,,,,,,,,,,0,7.4,11.3,7.9,,,,,,,
+02/12/1999,,,,,,,,,,,,,,,,0,6.4,9.05,7.6,,,,,,,
+03/12/1999,,,,,,,,,,,,,,,,0,4.95,9.4,8.05,,,,,,,
+04/12/1999,,,,,,,,,,,,,,,,0,5.95,12.45,12.1,,,,,,,
+05/12/1999,,,,,,,,,,,,,,,,0,2.45,10.55,10.7,,,,,,,
+06/12/1999,,,,,,,,,,,,,,,,0,1.15,7.2,5.5,,,,,,,
+07/12/1999,,,,,,,,,,,,,,,,0,4.3,6.5,3.85,,,,,,,
+08/12/1999,,,,,,,,,,,,,,,,0,3.5,7.15,6.25,,,,,,,
+09/12/1999,,,,,,,,,,,,,,,,0,3.9,8.45,8.3,,,,,,,
+10/12/1999,,,,,,,,,,,,,,,,0,4.1,8.8,8.55,,,,,,,
+11/12/1999,,,,,,,,,,,,,,,,0,3.9,9.8,8.75,,,,,,,
+12/12/1999,,,,,,,,,,,,,,,,0,4.95,10.2,9.35,,,,,,,
+13/12/1999,,,,,,,,,,,,,,,,0,4.85,9.8,8.95,,,,,,,
+14/12/1999,,,,,,,,,,,,,,,,0,3.95,8.45,7.75,,,,,,,
+15/12/1999,,,,,,,,,,,,,,,,0,2.7,9.6,9.5,,,,,,,
+16/12/1999,,,,,,,,,,,,,,,,0,-0.65,7.4,6,,,,,,,
+17/12/1999,,,,,,,,,,,,,,,,0,0.35,5.9,4.25,,,,,,,
+18/12/1999,,,,,,,,,,,,,,,,0,1.65,5,2.7,,,,,,,
+19/12/1999,,,,,,,,,,,,,,,,0,2.95,6.85,6.1,,,,,,,
+20/12/1999,,,,,,,,,,,,,,,,0,-0.4,4.7,5.1,,,,,,,
+21/12/1999,,,,,,,,,,,,,,,,0,-1.85,4,3.55,,,,,,,
+22/12/1999,,,,,,,,,,,,,,,,0,-1.9,2.85,2.6,,,,,,,
+23/12/1999,,,,,,,,,,,,,,,,0,-0.55,2.7,0.65,,,,,,,
+24/12/1999,,,,,,,,,,,,,,,,0,0.1,1.55,0.2,,,,,,,
+25/12/1999,,,,,,,,,,,,,,,,0,3.85,7.7,7.3,,,,,,,
+26/12/1999,,,,,,,,,,,,,,,,0,5.85,13.45,14,,,,,,,
+27/12/1999,,,,,,,,,,,,,,,,0,5.05,12.2,11.6,,,,,,,
+28/12/1999,,,,,,,,,,,,,,,,0,4.35,8.9,8.1,,,,,,,
+29/12/1999,,,,,,,,,,,,,,,,0,1.65,6.75,5.05,,,,,,,
+30/12/1999,,,,,,,,,,,,,,,,0,1.4,6.25,3.75,,,,,,,
+31/12/1999,,,,,,,,,,,,,,,,0,0.55,4.65,2.55,,,,,,,
+01/01/2000,,,,,,,,,,,,,,,,0,0.75,4.8,2.2,,,,,,0.63,1.37
+02/01/2000,,,,,,,,,,,,,,,,0,3.25,5.95,3.95,,,,,,0.59,1.16
+03/01/2000,,,,,,,,,,,,,,,,0,4.35,5.75,3.4,,,,,,0.56,1.01
+04/01/2000,,,,,,,,,,,,,,,,0,2.65,6.1,4.1,,,,,,0.54,1
+05/01/2000,,,,,,,,,,,,,,,,0,3.75,10.15,9.15,,,,,,0.54,1
+06/01/2000,,,,,,,,,,,,,,,,0,3.15,7.15,6.5,,,,,,0.5,0.99
+07/01/2000,,,,,,,,,,,,,,,,0,4.15,9.8,8.5,,,,,,0.49,0.98
+08/01/2000,,,,,,,,,,,,,,,,0,2.45,6.9,5.3,,,,,,0.47,0.98
+09/01/2000,,,,,,,,,,,,,,,,0,2.85,8.2,7.05,,,,,,0.42,0.97
+10/01/2000,,,,,,,,,,,,,,,,0,3.1,8.85,7.55,,,,,,0.48,0.96
+11/01/2000,,,,,,,,,,,,,,,,0,0.75,6.35,5.45,,,,,,0.46,0.95
+12/01/2000,,,,,,,,,,,,,,,,0,0.15,5.15,4.05,,,,,,0.45,0.94
+13/01/2000,,,,,,,,,,,,,,,,0,-0.2,5.05,3.4,,,,,,0.43,0.95
+14/01/2000,,,,,,,,,,,,,,,,0,-0.35,3.9,4.4,,,,,,0.48,0.95
+15/01/2000,,,,,,,,,,,,,,,,0,3.8,8.4,7.35,,,,,,0.42,0.94
+16/01/2000,,,,,,,,,,,,,,,,0,0.65,3.95,3.9,,,,,,0.41,0.93
+17/01/2000,,,,,,,,,,,,,,,,0,-0.5,3.9,3.55,,,,,,0.43,0.92
+18/01/2000,,,,,,,,,,,,,,,,0,5.05,5.65,6.15,,,,,,0.44,0.92
+19/01/2000,,,,,,,,,,,,,,,,0,3.15,7.45,6.8,,,,,,0.44,0.92
+20/01/2000,,,,,,,,,,,,,,,,0,2.7,6.05,4.35,,,,,,0.4,0.9
+21/01/2000,,,,,,,,,,,,,,,,0,2.05,7.1,7.95,,,,,,0.43,0.91
+22/01/2000,,,,,,,,,,,,,,,,0,0.7,6.45,6.15,,,,,,0.37,0.91
+23/01/2000,,,,,,,,,,,,,,,,0,-0.05,6.4,5.65,,,,,,0.37,0.92
+24/01/2000,,,,,,,,,,,,,,,,0,-2.6,3.65,2.65,,,,,,0.4,0.9
+25/01/2000,,,,,,,,,,,,,,,,0,-5.75,-0.55,0.35,,,,,,0.4,0.89
+26/01/2000,,,,,,,,,,,,,,,,0,-3.85,0.65,-0.85,,,,,,0.38,0.89
+27/01/2000,,,,,,,,,,,,,,,,0,-0.05,1.55,1.15,,,,,,0.39,0.89
+28/01/2000,,,,,,,,,,,,,,,,0,1.55,3.4,3.1,,,,,,0.42,0.93
+29/01/2000,,,,,,,,,,,,,,,,0,2.55,6.75,6.2,,,,,,0.39,0.92
+30/01/2000,,,,,,,,,,,,,,,,0,3.8,9.9,9.05,,,,,,0.36,0.91
+31/01/2000,,,,,,,,,,,,,,,,0,5.35,9.35,8.05,,,,,,0.41,0.9
+01/02/2000,,,,,,,,,,,,,,,,0,4.95,10.65,10.25,,,,,,0.42,0.9
+02/02/2000,,,,,,,,,,,,,,,,0,4.15,9.6,8.8,,,,,,0.43,0.91
+03/02/2000,,,,,,,,,,,,,,,,0,7.65,11.55,10.4,,,,,,0.42,0.9
+04/02/2000,,,,,,,,,,,,,,,,0,5.8,9.35,8.5,,,,,,0.42,0.89
+05/02/2000,,,,,,,,,,,,,,,,0,3.8,8.4,6.95,,,,,,0.36,0.89
+06/02/2000,,,,,,,,,,,,,,,,0,3.2,8.1,7.15,,,,,,0.36,0.88
+07/02/2000,,,,,,,,,,,,,,,,0,3.05,6.4,5.75,,,,,,0.39,0.89
+08/02/2000,,,,,,,,,,,,,,,,0,4.55,11.4,11.1,,,,,,0.39,0.89
+09/02/2000,,,,,,,,,,,,,,,,0,3.8,11.35,11.5,,,,,,0.38,0.88
+10/02/2000,,,,,,,,,,,,,,,,0,4.3,7.15,8.1,,,,,,0.37,0.87
+11/02/2000,,,,,,,,,,,,,,,,0,3.95,6.05,4.5,,,,,,0.38,0.88
+12/02/2000,,,,,,,,,,,,,,,,0,3.75,8.4,7.8,,,,,,0.35,0.88
+13/02/2000,,,,,,,,,,,,,,,,0,4.15,8.2,6.95,,,,,,0.35,0.87
+14/02/2000,,,,,,,,,,,,,,,,0,4.4,8.4,7.95,,,,,,0.37,0.87
+15/02/2000,,,,,,,,,,,,,,,,0,4.45,8.75,8.65,,,,,,0.35,0.87
+16/02/2000,,,,,,,,,,,,,,,,0,1.9,8.3,9.35,,,,,,0.4,0.88
+17/02/2000,,,,,,,,,,,,,,,,0,1.45,7.05,7.8,,,,,,0.38,0.87
+18/02/2000,,,,,,,,,,,,,,,,0,1.8,8.1,7.65,,,,,,0.37,0.87
+19/02/2000,,,,,,,,,,,,,,,,0,3,10.45,9.6,,,,,,0.33,0.86
+20/02/2000,,,,,,,,,,,,,,,,0,5.55,9,7.5,,,,,,0.31,0.85
+21/02/2000,,,,,,,,,,,,,,,,0,3.65,7.85,6.75,,,,,,0.35,0.85
+22/02/2000,,,,,,,,,,,,,,,,0,2.05,7.6,5.7,,,,,,0.35,0.87
+23/02/2000,,,,,,,,,,,,,,,,0,2.8,6.4,5.2,,,,,,0.36,0.85
+24/02/2000,,,,,,,,,,,,,,,,0,3.2,7,6.05,,,,,,0.36,0.85
+25/02/2000,,,,,,,,,,,,,,,,0,1.7,6.6,6.05,,,,,,0.36,0.85
+26/02/2000,,,,,,,,,,,,,,,,0,2.95,9.9,9.95,,,,,,0.33,0.86
+27/02/2000,,,,,,,,,,,,,,,,0,0,12.55,11.9,,,,,,0.3,0.86
+28/02/2000,,,,,,,,,,,,,,,,0,6.15,10.65,9.65,,,,,,0.34,0.85
+29/02/2000,,,,,,,,,,,,,,,,0,3.95,8,7.1,,,,,,0.35,0.86
+01/03/2000,,,,,,,,,,,,,,,,0,3.95,10.9,11.3,,,,,,0.8,2.38
+02/03/2000,,,,,,,,,,,,,,,,0,4.45,11.05,10.3,,,,,,1.05,2.76
+03/03/2000,,,,,,,,,,,,,,,,0,4.9,8.35,7.7,,,,,,0.7,1.6
+04/03/2000,,,,,,,,,,,,,,,,0,2.75,10.1,9.55,,,,,,0.62,1.25
+05/03/2000,,,,,,,,,,,,,,,,0,4.75,10.05,9.7,,,,,,0.55,0.97
+06/03/2000,,,,,,,,,,,,,,,,0,4.5,9.05,7.45,,,,,,0.53,0.93
+07/03/2000,,,,,,,,,,,,,,,,0,3.45,9.6,9.3,,,,,,0.5,0.92
+08/03/2000,,,,,,,,,,,,,,,,0,4.65,10,10.55,,,,,,0.49,0.9
+09/03/2000,,,,,,,,,,,,,,,,0,3.05,9.4,10.95,,,,,,0.48,0.88
+10/03/2000,,,,,,,,,,,,,,,,0,3.55,9.95,10.4,,,,,,0.48,0.88
+11/03/2000,,,,,,,,,,,,,,,,0,3.45,9.4,9.95,,,,,,0.43,0.87
+12/03/2000,,,,,,,,,,,,,,,,0,8.1,12.7,13.4,,,,,,0.41,0.85
+13/03/2000,,,,,,,,,,,,,,,,0,9,12.65,11.9,,,,,,0.42,0.85
+14/03/2000,,,,,,,,,,,,,,,,0,8.2,12.3,11.8,,,,,,0.42,0.84
+15/03/2000,,,,,,,,,,,,,,,,0,4.9,10.55,11.15,,,,,,0.42,0.85
+16/03/2000,,,,,,,,,,,,,,,,0,4,9.65,9.9,,,,,,0.41,0.83
+17/03/2000,,,,,,,,,,,,,,,,0,6.8,10.85,10.7,,,,,,0.41,0.83
+18/03/2000,,,,,,,,,,,,,,,,0,8.1,13,13.95,,,,,,0.37,0.8
+19/03/2000,,,,,,,,,,,,,,,,0,4.75,10.7,11.95,,,,,,0.36,0.82
+20/03/2000,,,,,,,,,,,,,,,,0,3.55,8.65,10,,,,,,0.36,0.81
+21/03/2000,,,,,,,,,,,,,,,,0,5.05,9.8,8.6,,,,,,0.39,0.8
+22/03/2000,,,,,,,,,,,,,,,,0,7.7,10.4,10.6,,,,,,0.39,0.8
+23/03/2000,,,,,,,,,,,,,,,,0,7.25,10.2,9.95,,,,,,0.4,0.8
+24/03/2000,,,,,,,,,,,,,,,,0,5.3,9.05,10.05,,,,,,0.41,0.81
+25/03/2000,,,,,,,,,,,,,,,,0,6,12.3,12.1,,,,,,0.45,0.91
+26/03/2000,,,,,,,,,,,,,,,,0,4.95,11.2,11.8,,,,,,0.41,0.86
+27/03/2000,,,,,,,,,,,,,,,,0,3.2,10.9,11.6,,,,,,0.53,0.99
+28/03/2000,,,,,,,,,,,,,,,,0,4.15,9.3,9.55,,,,,,0.68,1.5
+29/03/2000,,,,,,,,,,,,,,,,0,3.55,10.1,10.6,,,,,,1.08,2.92
+30/03/2000,,,,,,,,,,,,,,,,0,3.5,10.95,12.4,,,,,,0.86,2.18
+31/03/2000,,,,,,,,,,,,,,,,0,6.05,11.15,11.4,,,,,,0.74,1.71
+01/04/2000,,,,,,,,,,,,,,,,0,3.45,9.55,11.4,,,,,,0.68,1.49
+02/04/2000,,,,,,,,,,,,,,,,0,6.1,11.85,11.55,,,,,,0.63,1.26
+03/04/2000,,,,,,,,,,,,,,,,0,6.05,11.65,11.3,,,,,,0.65,1.34
+04/04/2000,,,,,,,,,,,,,,,,0,5.1,11.95,11.95,,,,,,0.75,1.79
+05/04/2000,,,,,,,,,,,,,,,,0,4.6,11.15,12.05,,,,,,0.68,1.53
+06/04/2000,,,,,,,,,,,,,,,,0,4.5,10.05,11.3,,,,,,0.65,1.38
+07/04/2000,,,,,,,,,,,,,,,,0,6.55,12.3,11.7,,,,,,0.61,1.23
+08/04/2000,,,,,,,,,,,,,,,,0,6.7,11,10.7,,,,,,0.58,1.06
+09/04/2000,,,,,,,,,,,,,,,,0,4.95,10.1,10.15,,,,,,0.55,0.96
+10/04/2000,,,,,,,,,,,,,,,,0,4.5,11.6,11.95,,,,,,0.56,0.95
+11/04/2000,,,,,,,,,,,,,,,,0,5.05,11.1,11.4,,,,,,0.56,0.94
+12/04/2000,,,,,,,,,,,,,,,,0,6.7,12.3,13.65,,,,,,0.56,0.94
+13/04/2000,,,,,,,,,,,,,,,,0,8.2,14.65,16,,,,,,0.57,1.01
+14/04/2000,,,,,,,,,,,,,,,,0,8.25,14.1,14.5,,,,,,0.58,1.01
+15/04/2000,,,,,,,,,,,,,,,,0,8.05,13.55,14.95,,,,,,0.56,0.93
+16/04/2000,,,,,,,,,,,,,,,,0,0,12,12.45,,,,,,0.56,0.91
+17/04/2000,,,,,,,,,,,,,,,,0,8.95,13.65,14.8,,,,,,0.55,0.91
+18/04/2000,,,,,,,,,,,,,,,,0,6.6,11.45,12.5,,,,,,0.55,0.9
+19/04/2000,,,,,,,,,,,,,,,,0,7.6,12.7,13.6,,,,,,0.51,0.89
+20/04/2000,,,,,,,,,,,,,,,,0,13.6,15.1,15.85,,,,,,0.51,0.89
+21/04/2000,,,,,,,,,,,,,,,,0,15,15.4,16.7,,,,,,0.49,0.89
+22/04/2000,,,,,,,,,,,,,,,,0,15.25,16.45,18.6,,,,,,0.48,0.88
+23/04/2000,,,,,,,,,,,,,,,,0,11.95,16.75,17.35,,,,,,0.44,0.88
+24/04/2000,,,,,,,,,,,,,,,,0,5.9,12.75,13.05,,,,,,0.49,0.93
+25/04/2000,,,,,,,,,,,,,,,,0,8.7,13.45,14.9,,,,,,0.5,0.9
+26/04/2000,,,,,,,,,,,,,,,,0,11.6,14.25,15.3,,,,,,0.49,0.89
+27/04/2000,,,,,,,,,,,,,,,,0,8.45,16.65,16.05,,,,,,0.52,0.89
+28/04/2000,,,,,,,,,,,,,,,,0,10.75,16.9,16.7,,,,,,0.52,0.89
+29/04/2000,,,,,,,,,,,,,,,,0,9.5,15.45,16.75,,,,,,0.49,0.89
+30/04/2000,,,,,,,,,,,,,,,,0,13.05,17.5,18.85,,,,,,0.45,0.87
+01/05/2000,,,,,,,,,,,,,,,,0,14.4,18.05,18.15,,,,,,0.41,0.88
+02/05/2000,,,,,,,,,,,,,,,,0,15,18.7,19.15,,,,,,0.47,0.89
+03/05/2000,,,,,,,,,,,,,,,,0,14.7,19.05,19.45,,,,,,0.47,0.87
+04/05/2000,,,,,,,,,,,,,,,,0,15.3,18.3,19,,,,,,0.47,0.87
+05/05/2000,,,,,,,,,,,,,,,,0,13,17.35,17.5,,,,,,0.47,0.86
+06/05/2000,,,,,,,,,,,,,,,,0,14.3,18.85,18.65,,,,,,0.46,0.86
+07/05/2000,,,,,,,,,,,,,,,,0,10.45,16.5,16.55,,,,,,0.44,0.86
+08/05/2000,,,,,,,,,,,,,,,,0,12.15,20.1,20,,,,,,0.44,0.86
+09/05/2000,,,,,,,,,,,,,,,,0,15.5,20.8,19.85,,,,,,0.45,0.85
+10/05/2000,,,,,,,,,,,,,,,,0,17.25,22.2,21.95,,,,,,0.44,0.84
+11/05/2000,,,,,,,,,,,,,,,,0,15.75,21.15,21.9,,,,,,0.43,0.84
+12/05/2000,,,,,,,,,,,,,,,,0,14.7,19,21,,,,,,0.41,0.83
+13/05/2000,,,,,,,,,,,,,,,,0,15.15,19.1,21.05,,,,,,0.38,0.82
+14/05/2000,,,,,,,,,,,,,,,,0,15.4,19.85,20.35,,,,,,0.33,0.8
+15/05/2000,,,,,,,,,,,,,,,,0,16.85,21.1,21.35,,,,,,0.39,0.82
+16/05/2000,,,,,,,,,,,,,,,,0,17.55,21.05,20.65,,,,,,0.41,0.81
+17/05/2000,,,,,,,,,,,,,,,,0,16,19.85,19.9,,,,,,0.37,0.81
+18/05/2000,,,,,,,,,,,,,,,,0,12.65,18.2,19.15,,,,,,0.37,0.81
+19/05/2000,,,,,,,,,,,,,,,,0,11.05,17.8,19.6,,,,,,0.36,0.8
+20/05/2000,,,,,,,,,,,,,,,,0,10.6,16.85,17.65,,,,,,0.33,0.79
+21/05/2000,,,,,,,,,,,,,,,,0,12.35,17.15,17.7,,,,,,0.3,0.79
+22/05/2000,,,,,,,,,,,,,,,,0,11.95,16.9,19.2,,,,,,0.37,0.79
+23/05/2000,,,,,,,,,,,,,,,,0,13.35,17.65,18.1,,,,,,0.36,0.78
+24/05/2000,,,,,,,,,,,,,,,,0,16.25,20.85,21.25,,,,,,0.38,0.77
+25/05/2000,,,,,,,,,,,,,,,,0,16.75,20,20.25,,,,,,0.35,0.76
+26/05/2000,,,,,,,,,,,,,,,,0,18.1,21.85,22.1,,,,,,0.35,0.76
+27/05/2000,,,,,,,,,,,,,,,,0,15.7,20.75,21.9,,,,,,0.28,0.76
+28/05/2000,,,,,,,,,,,,,,,,0,12.55,19.6,21.2,,,,,,0.33,0.76
+29/05/2000,,,,,,,,,,,,,,,,0,11.65,18.8,20.65,,,,,,0.33,0.76
+30/05/2000,,,,,,,,,,,,,,,,0,13.5,20.55,20.85,,,,,,0.33,0.73
+31/05/2000,,,,,,,,,,,,,,,,0,13.3,18.95,19.95,,,,,,0.34,0.74
+01/06/2000,,,,,,,,,,,,,,,,0,16.95,21.95,22.2,,,,,,0.31,0.73
+02/06/2000,,,,,,,,,,,,,,,,0,18.65,23.3,23.65,,,,,,0.31,0.73
+03/06/2000,,,,,,,,,,,,,,,,0,19.75,24.15,24.2,,,,,,0.26,0.72
+04/06/2000,,,,,,,,,,,,,,,,0,19.9,23.25,23.8,,,,,,0.26,0.72
+05/06/2000,,,,,,,,,,,,,,,,0,18.75,22.6,23.15,,,,,,0.3,0.72
+06/06/2000,,,,,,,,,,,,,,,,0,17.25,22.2,22.85,,,,,,0.32,0.72
+07/06/2000,,,,,,,,,,,,,,,,0,17.7,22.8,24,,,,,,0.29,0.73
+08/06/2000,,,,,,,,,,,,,,,,0,19.1,23.95,24.05,,,,,,0.28,0.72
+09/06/2000,,,,,,,,,,,,,,,,0,20.3,25.25,25.5,,,,,,0.28,0.75
+10/06/2000,,,,,,,,,,,,,,,,0,19.05,24.75,25.05,,,,,,0.25,0.71
+11/06/2000,,,,,,,,,,,,,,,,0,13.75,18.7,19.3,,,,,,0.35,0.81
+12/06/2000,,,,,,,,,,,,,,,,0,15.8,21.35,22.2,,,,,,0.48,0.84
+13/06/2000,,,,,,,,,,,,,,,,0,16.55,21.15,22.35,,,,,,0.39,0.79
+14/06/2000,,,,,,,,,,,,,,,,0,16.6,21.2,22.25,,,,,,0.32,0.75
+15/06/2000,,,,,,,,,,,,,,,,0,16.65,21,21.95,,,,,,0.33,0.74
+16/06/2000,,,,,,,,,,,,,,,,0,17.2,21.95,23.05,,,,,,0.34,0.74
+17/06/2000,,,,,,,,,,,,,,,,0,17.85,22.8,24.75,,,,,,0.28,0.72
+18/06/2000,,,,,,,,,,,,,,,,0,16.5,21,22.6,,,,,,0.27,0.71
+19/06/2000,,,,,,,,,,,,,,,,0,19.1,22.7,22.85,,,,,,0.3,0.71
+20/06/2000,,,,,,,,,,,,,,,,0,19.6,22.25,23.05,,,,,,0.3,0.7
+21/06/2000,,,,,,,,,,,,,,,,0,18.45,22.15,22.75,,,,,,,
+22/06/2000,,,,,,,,,,,,,,,,0,18,21.45,23.05,,,,,,,
+23/06/2000,,,,,,,,,,,,,,,,0,17.1,21.5,22.6,,,,,,,
+24/06/2000,,,,,,,,,,,,,,,,0,17.05,22.45,23.75,,,,,,,
+25/06/2000,,,,,,,,,,,,,,,,0,14.8,20.5,21.9,,,,,,,
+26/06/2000,,,,,,,,,,,,,,,,0,16.05,21.45,22,,,,,,,0.7
+27/06/2000,,,,,,,,,,,,,,,,0,16.9,21.5,22.5,,,,,,0.25,0.7
+28/06/2000,,,,,,,,,,,,,,,,0,13.8,20.3,21.1,,,,,,0.25,0.69
+29/06/2000,,,,,,,,,,,,,,,,0,18.15,23.05,24.2,,,,,,0.25,0.7
+30/06/2000,,,,,,,,,,,,,,,,0,17.95,23.15,23.8,,,,,,0.27,0.69
+01/07/2000,,,,,,,,,,,,,,,,0,17.85,22.85,23.75,,,,,,0.25,0.69
+02/07/2000,,,,,,,,,,,,,,,,0,20.25,25.1,25.85,,,,,,0.25,0.69
+03/07/2000,,,,,,,,,,,,,,,,0,21.9,26.3,26.2,,,,,,0.25,0.69
+04/07/2000,,,,,,,,,,,,,,,,0,19.05,24.75,26.9,,,,,,0.25,0.7
+05/07/2000,,,,,,,,,,,,,,,,0,17.3,21.8,23.6,,,,,,0.24,0.68
+06/07/2000,,,,,,,,,,,,,,,,0,18.4,22.7,23.9,,,,,,0.23,0.68
+07/07/2000,,,,,,,,,,,,,,,,0,21.7,26.1,26.05,,,,,,0.23,0.69
+08/07/2000,,,,,,,,,,,,,,,,0,15.5,21.9,23.75,,,,,,0.23,0.69
+09/07/2000,,,,,,,,,,,,,,,,0,15.45,21.05,22.4,,,,,,0.24,0.65
+10/07/2000,,,,,,,,,,,,,,,,0,15,20,21.85,,,,,,0.23,0.7
+11/07/2000,,,,,,,,,,,,,,,,0,11.45,17.35,20.05,,,,,,0.42,0.88
+12/07/2000,,,,,,,,,,,,,,,,0,11.15,16.8,18.2,,,,,,0.24,0.73
+13/07/2000,,,,,,,,,,,,,,,,0,12.9,17.05,18.4,,,,,,0.29,0.7
+14/07/2000,,,,,,,,,,,,,,,,0,12.15,17.2,17,,,,,,0.27,0.69
+15/07/2000,,,,,,,,,,,,,,,,0,12.9,18.5,19.7,,,,,,0.25,0.69
+16/07/2000,,,,,,,,,,,,,,,,0,12.55,17.55,18.45,,,,,,0.29,0.72
+17/07/2000,,,,,,,,,,,,,,,,0,14.95,18.85,19.55,,,,,,0.27,0.68
+18/07/2000,,,,,,,,,,,,,,,,0,16.45,19.75,19.75,,,,,,0.27,0.68
+19/07/2000,,,,,,,,,,,,,,,,0,17.15,20.95,21.05,,,,,,0.27,0.67
+20/07/2000,,,,,,,,,,,,,,,,0,17.7,21.7,22.8,,,,,,0.28,0.67
+21/07/2000,,,,,,,,,,,,,,,,0,18.55,22.9,23.25,,,,,,0.28,0.67
+22/07/2000,,,,,,,,,,,,,,,,0,18.8,22.75,23.1,,,,,,0.25,0.66
+23/07/2000,,,,,,,,,,,,,,,,0,19.3,22.95,23.65,,,,,,0.26,0.66
+24/07/2000,,,,,,,,,,,,,,,,0,16.8,22.8,23.75,,,,,,0.26,0.67
+25/07/2000,,,,,,,,,,,,,,,,0,17.55,22.95,23.95,,,,,,0.26,0.67
+26/07/2000,,,,,,,,,,,,,,,,0,17.65,22.35,23.55,,,,,,0.26,0.7
+27/07/2000,,,,,,,,,,,,,,,,0,18.6,22.85,24.6,,,,,,0.26,0.64
+28/07/2000,,,,,,,,,,,,,,,,0,17.35,22.45,24.45,,,,,,0.26,0.66
+29/07/2000,,,,,,,,,,,,,,,,0,18.75,22.55,23.05,,,,,,0.25,0.64
+30/07/2000,,,,,,,,,,,,,,,,0,19.75,23.15,23.95,,,,,,0.25,0.64
+31/07/2000,,,,,,,,,,,,,,,,0,19.6,23.8,24.4,,,,,,0.21,0.64
+01/08/2000,,,,,,,,,,,,,,,,0,20,24.2,24.55,,,,,,0.2,0.64
+02/08/2000,,,,,,,,,,,,,,,,0,19.6,23.1,23.85,,,,,,0.21,0.64
+03/08/2000,,,,,,,,,,,,,,,,0,19.45,23,23.85,,,,,,0.21,0.64
+04/08/2000,,,,,,,,,,,,,,,,0,16.05,18.45,18.9,,,,,,0.21,0.64
+05/08/2000,,,,,,,,,,,,,,,,0,15.7,20.4,21.65,,,,,,,
+06/08/2000,,,,,,,,,,,,,,,,0,14.85,19.2,20.55,,,,,,,
+07/08/2000,,,,,,,,,,,,,,,,0,16.6,20.55,21.15,,,,,,,
+08/08/2000,,,,,,,,,,,,,,,,0,19.15,22.35,22.8,,,,,,,
+09/08/2000,,,,,,,,,,,,,,,,0,20.25,22.9,23.4,,,,,,,
+10/08/2000,,,,,,,,,,,,,,,,0,19.8,23.15,23.6,,,,,,,
+11/08/2000,,,,,,,,,,,,,,,,0,20.75,23.55,24.2,,,,,,,
+12/08/2000,,,,,,,,,,,,,,,,0,20.6,23.8,24.85,,,,,,,
+13/08/2000,,,,,,,,,,,,,,,,0,21.15,25.2,25.05,,,,,,,
+14/08/2000,,,,,,,,,,,,,,,,0,21.3,24.45,24.8,,,,,,,
+15/08/2000,,,,,,,,,,,,,,,,0,23.35,25.9,26.1,,,,,,,
+16/08/2000,,,,,,,,,,,,,,,,0,23.7,26.25,27.1,,,,,,,
+17/08/2000,,,,,,,,,,,,,,,,0,22.15,24.85,25.4,,,,,,,
+18/08/2000,,,,,,,,,,,,,,,,0,23.4,25.85,26.95,,,,,,,
+19/08/2000,,,,,,,,,,,,,,,,0,25.25,27.35,27.2,,,,,,,
+20/08/2000,,,,,,,,,,,,,,,,0,23.75,26.25,25.9,,,,,,,
+21/08/2000,,,,,,,,,,,,,,,,0,24.2,26.8,26.85,,,,,,,
+22/08/2000,,,,,,,,,,,,,,,,0,22.55,25.6,26.2,,,,,,,
+23/08/2000,,,,,,,,,,,,,,,,0,24.05,26.55,25.85,,,,,,,
+24/08/2000,,,,,,,,,,,,,,,,0,22,24.95,26.1,,,,,,,
+25/08/2000,,,,,,,,,,,,,,,,0,24.4,26.2,27.05,,,,,,,
+26/08/2000,,,,,,,,,,,,,,,,0,24.7,26.55,27.2,,,,,,,
+27/08/2000,,,,,,,,,,,,,,,,0,20.1,24.4,24.55,,,,,,,
+28/08/2000,,,,,,,,,,,,,,,,0,17.95,24.25,25.5,,,,,,,
+29/08/2000,,,,,,,,,,,,,,,,0,18.75,23.8,24.3,,,,,,,
+30/08/2000,,,,,,,,,,,,,,,,0,19.5,23.8,23.2,,,,,,,
+31/08/2000,,,,,,,,,,,,,,,,0,13.9,17.95,18.6,,,,,,,
+01/09/2000,,,,,,,,,,,,,,,,0,15.2,20.35,21.45,,,,,,,
+02/09/2000,,,,,,,,,,,,,,,,0,15.45,21,22.35,,,,,,,
+03/09/2000,,,,,,,,,,,,,,,,0,13.75,20.15,21.15,,,,,,,
+04/09/2000,,,,,,,,,,,,,,,,0,13.9,20.25,21.2,,,,,,,
+05/09/2000,,,,,,,,,,,,,,,,0,9.25,18.55,19.1,,,,,,,
+06/09/2000,,,,,,,,,,,,,,,,0,14.7,18.7,18.9,,,,,,,
+07/09/2000,,,,,,,,,,,,,,,,0,13.75,19.7,20.6,,,,,,,
+08/09/2000,,,,,,,,,,,,,,,,0,13.75,18.4,19.95,,,,,,,
+09/09/2000,,,,,,,,,,,,,,,,0,15.8,19.65,19.75,,,,,,,
+10/09/2000,,,,,,,,,,,,,,,,0,18.3,21.75,20.85,,,,,,,
+11/09/2000,,,,,,,,,,,,,,,,0,18.05,20.4,20,,,,,,,
+12/09/2000,,,,,,,,,,,,,,,,0,19.5,21.1,20.9,,,,,,,
+13/09/2000,,,,,,,,,,,,,,,,0,17.1,20,19.95,,,,,,,
+14/09/2000,,,,,,,,,,,,,,,,0,16.1,19.3,19.85,,,,,,,
+15/09/2000,,,,,,,,,,,,,,,,0,15.55,20.9,21.75,,,,,,,
+16/09/2000,,,,,,,,,,,,,,,,0,15.45,20.4,21.55,,,,,,,
+17/09/2000,,,,,,,,,,,,,,,,0,15.85,20.45,21,,,,,,,
+18/09/2000,,,,,,,,,,,,,,,,0,16,20.6,20.65,,,,,,,
+19/09/2000,,,,,,,,,,,,,,,,0,15.6,21.15,21.35,,,,,,,
+20/09/2000,,,,,,,,,,,,,,,,0,14.65,21.4,21.7,,,,,,,
+21/09/2000,,,,,,,,,,,,,,,,0,11.2,17.95,19.2,,,,,,,
+22/09/2000,,,,,,,,,,,,,,,,0,14.4,19.1,19.3,,,,,,,
+23/09/2000,,,,,,,,,,,,,,,,0,16.5,19.85,19.15,,,,,,,
+24/09/2000,,,,,,,,,,,,,,,,0,15.05,18.85,19.1,,,,,,,
+25/09/2000,,,,,,,,,,,,,,,,0,16,19.1,19.25,,,,,,,
+26/09/2000,,,,,,,,,,,,,,,,0,17.3,20.6,19.75,,,,,,,
+27/09/2000,,,,,,,,,,,,,,,,0,16.85,19.95,19.9,,,,,,,
+28/09/2000,,,,,,,,,,,,,,,,0,15.95,19.45,19.6,,,,,,,
+29/09/2000,,,,,,,,,,,,,,,,0,14.85,19.3,18.85,,,,,,,
+30/09/2000,,,,,,,,,,,,,,,,0,11.7,17.25,17.1,,,,,,,
+01/10/2000,,,,,,,,,,,,,,,,0,10.25,14.7,15.35,,,,,,,
+02/10/2000,,,,,,,,,,,,,,,,0,10.6,16.45,16.6,,,,,,,
+03/10/2000,,,,,,,,,,,,,,,,0,11.9,17.55,17.4,,,,,,,
+04/10/2000,,,,,,,,,,,,,,,,0,14.15,18.3,19.05,,,,,,,
+05/10/2000,,,,,,,,,,,,,,,,0,15.2,20.2,20.45,,,,,,,
+06/10/2000,,,,,,,,,,,,,,,,0,13.15,18.55,17.75,,,,,,,
+07/10/2000,,,,,,,,,,,,,,,,0,9.4,14.55,14.55,,,,,,,
+08/10/2000,,,,,,,,,,,,,,,,0,9.3,13.5,14.15,,,,,,,
+09/10/2000,,,,,,,,,,,,,,,,0,10.85,14.6,15.15,,,,,,,
+10/10/2000,,,,,,,,,,,,,,,,0,9.35,13.2,13.9,,,,,,,
+11/10/2000,,,,,,,,,,,,,,,,0,10.25,15.35,16.15,,,,,,,
+12/10/2000,,,,,,,,,,,,,,,,0,13.8,20.2,20.9,,,,,,,
+13/10/2000,,,,,,,,,,,,,,,,0,15.85,20.4,20.6,,,,,,,
+14/10/2000,,,,,,,,,,,,,,,,0,15.3,20.35,19.55,,,,,,,
+15/10/2000,,,,,,,,,,,,,,,,0,11.55,15.45,15.35,,,,,,,
+16/10/2000,,,,,,,,,,,,,,,,0,9.8,15.8,16.4,,,,,,,
+17/10/2000,,,,,,,,,,,,,,,,0,10.15,16.6,16.35,,,,,,,
+18/10/2000,,,,,,,,,,,,,,,,0,10.7,15.5,16.3,,,,,,,
+19/10/2000,,,,,,,,,,,,,,,,0,10.15,15.05,15.2,,,,,,,
+20/10/2000,,,,,,,,,,,,,,,,0,11.85,16,14.9,,,,,,,
+21/10/2000,,,,,,,,,,,,,,,,0,12.2,17,15.9,,,,,,,
+22/10/2000,,,,,,,,,,,,,,,,0,11.8,16.55,15.45,,,,,,,
+23/10/2000,,,,,,,,,,,,,,,,0,12.35,16.65,15,,,,,,,
+24/10/2000,,,,,,,,,,,,,,,,0,11.7,16.1,15.1,,,,,,,
+25/10/2000,,,,,,,,,,,,,,,,0,11.35,15.5,15.3,,,,,,,
+26/10/2000,,,,,,,,,,,,,,,,0,10.45,15.15,15.3,,,,,,,
+27/10/2000,,,,,,,,,,,,,,,,0,10.9,16.35,15.3,,,,,,,
+28/10/2000,,,,,,,,,,,,,,,,0,12.55,16.25,15.1,,,,,,,
+29/10/2000,,,,,,,,,,,,,,,,0,11.45,16,15.05,,,,,,,
+30/10/2000,,,,,,,,,,,,,,,,0,5.95,15.1,15.45,,,,,,,
+31/10/2000,,,,,,,,,,,,,,,,0,9.85,16.75,17.75,,,,,,,
+01/11/2000,,,,,,,,,,,,,,,,0,7.95,13.4,14.65,,,,,,,
+02/11/2000,,,,,,,,,,,,,,,,0,7.45,11.15,11.7,,,,,,,
+03/11/2000,,,,,,,,,,,,,,,,0,9.7,13.75,14.6,,,,,,,
+04/11/2000,,,,,,,,,,,,,,,,0,7.3,13.2,14.45,,,,,,,
+05/11/2000,,,,,,,,,,,,,,,,0,5.7,12.05,12.2,,,,,,,
+06/11/2000,,,,,,,,,,,,,,,,0,6.45,12.1,12.5,,,,,,,
+07/11/2000,,,,,,,,,,,,,,,,0,6.3,13.15,14.4,,,,,,,
+08/11/2000,,,,,,,,,,,,,,,,0,5.05,11.75,12.6,,,,,,,
+09/11/2000,,,,,,,,,,,,,,,,0,4.8,9.3,9.05,,,,,,,
+10/11/2000,,,,,,,,,,,,,,,,0,4.5,9,8.45,,,,,,,
+11/11/2000,,,,,,,,,,,,,,,,0,7.1,10.35,8.95,,,,,,,
+12/11/2000,,,,,,,,,,,,,,,,0,7.35,8.5,7.95,,,,,,,
+13/11/2000,,,,,,,,,,,,,,,,0,10.6,15.15,14.6,,,,,,,
+14/11/2000,,,,,,,,,,,,,,,,0,10.5,15.05,15.25,,,,,,,
+15/11/2000,,,,,,,,,,,,,,,,0,10.9,11.5,12.3,,,,,,,
+16/11/2000,,,,,,,,,,,,,,,,0,11.15,15.35,15.3,,,,,,,
+17/11/2000,,,,,,,,,,,,,,,,0,8.35,13.85,13.25,,,,,,,
+18/11/2000,,,,,,,,,,,,,,,,0,5.5,11.7,10.95,,,,,,,
+19/11/2000,,,,,,,,,,,,,,,,0,5.65,10.65,10.25,,,,,,,
+20/11/2000,,,,,,,,,,,,,,,,0,6.7,10.4,10.65,,,,,,,
+21/11/2000,,,,,,,,,,,,,,,,0,5.15,9.3,9.8,,,,,,,
+22/11/2000,,,,,,,,,,,,,,,,0,4.9,8.35,8.15,,,,,,,
+23/11/2000,,,,,,,,,,,,,,,,0,5.7,9.95,10.1,,,,,,,
+24/11/2000,,,,,,,,,,,,,,,,0,5.15,11.05,10.95,,,,,,,
+25/11/2000,,,,,,,,,,,,,,,,0,4.65,10.6,9.7,,,,,,,
+26/11/2000,,,,,,,,,,,,,,,,0,5.1,8.4,8.2,,,,,,,
+27/11/2000,,,,,,,,,,,,,,,,0,6.7,8,6.8,,,,,,,
+28/11/2000,,,,,,,,,,,,,,,,0,6.65,9.35,6.7,,,,,,,
+29/11/2000,,,,,,,,,,,,,,,,0,8.65,9.35,7,,,,,,,
+30/11/2000,,,,,,,,,,,,,,,,0,7.95,9.9,8,,,,,,,
+01/12/2000,,,,,,,,,,,,,,,,0,9.2,9.7,7.95,,,,,,,
+02/12/2000,,,,,,,,,,,,,,,,0,7.5,8.6,8.45,,,,,,,
+03/12/2000,,,,,,,,,,,,,,,,0,6.85,11.3,11.2,,,,,,,
+04/12/2000,,,,,,,,,,,,,,,,0,8.25,12.4,11.9,,,,,,,
+05/12/2000,,,,,,,,,,,,,,,,0,8.05,11.2,9.8,,,,,,,
+06/12/2000,,,,,,,,,,,,,,,,0,7.3,8.85,7.8,,,,,,,
+07/12/2000,,,,,,,,,,,,,,,,0,7.25,11.05,11.35,,,,,,,
+08/12/2000,,,,,,,,,,,,,,,,0,8.35,13.2,13.1,,,,,,,
+09/12/2000,,,,,,,,,,,,,,,,0,8,13.5,14.2,,,,,,,
+10/12/2000,,,,,,,,,,,,,,,,0,6.85,11.55,12.15,,,,,,,
+11/12/2000,,,,,,,,,,,,,,,,0,7.85,12.9,12.75,,,,,,,
+12/12/2000,,,,,,,,,,,,,,,,0,6.75,9.35,9.05,,,,,,,
+13/12/2000,,,,,,,,,,,,,,,,0,6.7,11.2,12.25,,,,,,,
+14/12/2000,,,,,,,,,,,,,,,,0,6.95,10.65,11.5,,,,,,,
+15/12/2000,,,,,,,,,,,,,,,,0,5.65,11.05,11.05,,,,,,,
+16/12/2000,,,,,,,,,,,,,,,,0,4.45,7.85,6.65,,,,,,,
+17/12/2000,,,,,,,,,,,,,,,,0,2.8,6.55,6,,,,,,,
+18/12/2000,,,,,,,,,,,,,,,,0,3.25,8.55,7.3,,,,,,,
+19/12/2000,,,,,,,,,,,,,,,,0,4.15,6.75,5.5,,,,,,,
+20/12/2000,,,,,,,,,,,,,,,,0,2.95,7.25,7.8,,,,,,,
+21/12/2000,,,,,,,,,,,,,,,,0,-1.25,6.35,7.35,,,,,,,
+22/12/2000,,,,,,,,,,,,,,,,0,0.55,4.7,4.85,,,,,,,
+23/12/2000,,,,,,,,,,,,,,,,0,0.85,4.05,3,,,,,,,
+24/12/2000,,,,,,,,,,,,,,,,0,1.15,3.95,3.05,,,,,,,
+25/12/2000,,,,,,,,,,,,,,,,0,4.3,9.45,9.5,,,,,,,
+26/12/2000,,,,,,,,,,,,,,,,0,4.45,9.85,10.4,,,,,,,
+27/12/2000,,,,,,,,,,,,,,,,0,3.75,9.8,9.75,,,,,,,
+28/12/2000,,,,,,,,,,,,,,,,0,3.75,10.65,10.9,,,,,,,
+29/12/2000,,,,,,,,,,,,,,,,0,1.5,5.45,7.2,,,,,,,
+30/12/2000,,,,,,,,,,,,,,,,0,0.95,6.1,4.55,,,,,,,
+31/12/2000,,,,,,,,,,,,,,,,0,0.7,6.3,5.15,,,,,,,
+01/01/2001,,,,,,,,,,,,,,,,0,1.45,5.2,3.35,,,,,,0.62,1.22
+02/01/2001,,,,,,,,,,,,,,,,0,2.85,8.35,7.9,,,,,,0.63,1.19
+03/01/2001,,,,,,,,,,,,,,,,10,4.3,10.5,10.9,,,,,,0.8,1.83
+04/01/2001,,,,,,,,,,,,,,,,8.8,1.6,7.2,6.75,,,,,,0.75,1.65
+05/01/2001,,,,,,,,,,,,,,,,4.7,3.15,5.45,5.3,,,,,,0.74,1.63
+06/01/2001,,,,,,,,,,,,,,,,6.6,6.4,10,10.65,,,,,,0.86,1.97
+07/01/2001,,,,,,,,,,,,,,,,11.05,6.45,12.3,13,,,,,,0.9,2.05
+08/01/2001,,,,,,,,,,,,,,,,12.35,3,9.05,9.4,,,,,,0.97,2.27
+09/01/2001,,,,,,,,,,,,,,,,6.95,3.05,8.95,7.8,,,,,,0.84,1.91
+10/01/2001,,,,,,,,,,,,,,,,8.65,3.25,8.6,9.05,,,,,,0.76,1.67
+11/01/2001,,,,,,,,,,,,,,,,9.7,4.95,9.65,9.8,,,,,,0.73,1.54
+12/01/2001,,,,,,,,,,,,,,,,10.05,4.45,9.8,10,,,,,,0.71,1.49
+13/01/2001,,,,,,,,,,,,,,,,9.95,0.3,8.6,7.4,,,,,,0.69,1.42
+14/01/2001,,,,,,,,,,,,,,,,6.15,-2.95,4.1,3.3,,,,,,0.62,1.16
+15/01/2001,,,,,,,,,,,,,,,,2.65,-4.4,0.85,1.8,,,,,,0.6,1.04
+16/01/2001,,,,,,,,,,,,,,,,2,-2.1,4.55,5.1,,,,,,0.59,0.97
+17/01/2001,,,,,,,,,,,,,,,,2.8,-1.05,3.25,4.05,,,,,,0.58,0.96
+18/01/2001,,,,,,,,,,,,,,,,4.75,1.3,7.9,6.6,,,,,,0.58,0.96
+19/01/2001,,,,,,,,,,,,,,,,6.4,1.7,8.2,6.85,,,,,,0.57,0.87
+20/01/2001,,,,,,,,,,,,,,,,7.2,2.4,8.1,9.1,,,,,,0.54,0.85
+21/01/2001,,,,,,,,,,,,,,,,8.55,2.45,8.2,8.4,,,,,,0.5,0.83
+22/01/2001,,,,,,,,,,,,,,,,7,2.9,7.35,6.35,,,,,,0.49,
+23/01/2001,,,,,,,,,,,,,,,,7.4,4.05,8.25,8.85,,,,,,0.53,
+24/01/2001,,,,,,,,,,,,,,,,8.5,6.15,10.6,10.5,,,,,,0.55,
+25/01/2001,,,,,,,,,,,,,,,,11.75,6.8,12.5,12.6,,,,,,0.92,
+26/01/2001,,,,,,,,,,,,,,,,11,4.15,9.4,10.35,,,,,,1.13,
+27/01/2001,,,,,,,,,,,,,,,,10,3.35,6.95,7.4,,,,,,0.9,
+28/01/2001,,,,,,,,,,,,,,,,7.8,3.7,9.9,10.4,,,,,,0.86,
+29/01/2001,,,,,,,,,,,,,,,,9.4,1.2,7.6,8.25,,,,,,0.79,1.7
+30/01/2001,,,,,,,,,,,,,,,,8.85,0.5,6.75,7.35,,,,,,0.74,1.56
+31/01/2001,,,,,,,,,,,,,,,,5.9,1.3,6,6.25,,,,,,0.67,1.35
+01/02/2001,,,,,,,,,,,,,,,,5.8,-0.8,4.3,3.9,,,,,,0.62,1.16
+02/02/2001,,,,,,,,,,,,,,,,2.75,-1.8,4.45,3.3,,,,,,0.58,1
+03/02/2001,,,,,,,,,,,,,,,,3.15,0.3,2.7,2.05,,,,,,0.57,0.88
+04/02/2001,,,,,,,,,,,,,,,,3.3,4.7,8.45,8.15,,,,,,0.55,0.86
+05/02/2001,,,,,,,,,,,,,,,,9.7,5.2,10,10.6,,,,,,0.56,0.98
+06/02/2001,,,,,,,,,,,,,,,,9.4,6.85,11.35,11.8,,,,,,0.59,0.97
+07/02/2001,,,,,,,,,,,,,,,,12.15,6.05,11.5,11.85,,,,,,0.58,0.9
+08/02/2001,,,,,,,,,,,,,,,,12.05,5.2,11.35,11.75,,,,,,0.57,0.84
+09/02/2001,,,,,,,,,,,,,,,,10.6,5.65,9.25,9.9,,,,,,0.59,0.96
+10/02/2001,,,,,,,,,,,,,,,,10.15,6.1,10.9,10.95,,,,,,0.62,1.16
+11/02/2001,,,,,,,,,,,,,,,,8.75,7.35,11.55,11.45,,,,,,0.58,1.01
+12/02/2001,,,,,,,,,,,,,,,,9.1,8.1,10.4,9.8,,,,,,0.57,0.88
+13/02/2001,,,,,,,,,,,,,,,,9.5,6.35,9.2,8.3,,,,,,0.56,0.84
+14/02/2001,,,,,,,,,,,,,,,,9.8,5.75,9.85,10.1,,,,,,0.56,0.81
+15/02/2001,,,,,,,,,,,,,,,,8.65,6.7,10.25,9.4,,,,,,0.53,0.8
+16/02/2001,,,,,,,,,,,,,,,,7.55,5.55,8.75,7.6,,,,,,0.5,0.8
+17/02/2001,,,,,,,,,,,,,,,,9.05,4.95,9.6,8.8,,,,,,0.48,0.8
+18/02/2001,,,,,,,,,,,,,,,,7,4.85,10,8.95,,,,,,0.41,0.79
+19/02/2001,,,,,,,,,,,,,,,,7.4,5.7,9.25,8.7,,,,,,0.49,0.79
+20/02/2001,,,,,,,,,,,,,,,,8.45,5.2,9.5,9.5,,,,,,0.49,0.79
+21/02/2001,,,,,,,,,,,,,,,,7.7,2.5,8.1,7.65,,,,,,0.47,0.78
+22/02/2001,,,,,,,,,,,,,,,,8.35,2.75,8.35,9.25,,,,,,0.47,0.79
+23/02/2001,,,,,,,,,,,,,,,,10.15,3.35,9.7,9.45,,,,,,0.46,0.79
+24/02/2001,,,,,,,,,,,,,,,,0,1.9,7.45,7.9,,,,,,0.4,0.78
+25/02/2001,,,,,,,,,,,,,,,,0,-2.65,6.8,5.65,,,,,,0.42,0.78
+26/02/2001,,,,,,,,,,,,,,,,0,-2.9,3.75,0.15,,,,,,0.44,0.77
+27/02/2001,,,,,,,,,,,,,,,,1,-1.85,3.2,1.7,,,,,,0.42,0.77
+28/02/2001,,,,,,,,,,,,,,,,4.85,-0.7,4.55,4.55,,,,,,0.45,0.79
+01/03/2001,,,,,,,,,,,,,,,,4.05,0.15,6.15,6,,,,,,0.44,0.79
+02/03/2001,,,,,,,,,,,,,,,,7,3.65,7.75,8.25,,,,,,0.51,0.89
+03/03/2001,,,,,,,,,,,,,,,,7.75,6.95,11.05,11.65,,,,,,1.25,3.03
+04/03/2001,,,,,,,,,,,,,,,,13.95,8.1,13.7,14.8,,,,,,1.18,2.8
+05/03/2001,,,,,,,,,,,,,,,,15.85,7.2,13.35,13.6,,,,,,1.14,2.72
+06/03/2001,,,,,,,,,,,,,,,,13.35,6,12.85,14,,,,,,0.93,2.12
+07/03/2001,,,,,,,,,,,,,,,,13,6.1,11.85,12.6,,,,,,0.8,1.76
+08/03/2001,,,,,,,,,,,,,,,,13.7,6.1,12.75,13.25,,,,,,0.74,1.55
+09/03/2001,,,,,,,,,,,,,,,,12.15,4.5,12.2,12.85,,,,,,1.14,2.69
+10/03/2001,,,,,,,,,,,,,,,,12.35,5.35,10.1,10.55,,,,,,0.97,2.21
+11/03/2001,,,,,,,,,,,,,,,,10.5,7.05,12.85,14.1,,,,,,0.93,2.1
+12/03/2001,,,,,,,,,,,,,,,,13.95,6.55,11.8,12.3,,,,,,0.84,1.85
+13/03/2001,,,,,,,,,,,,,,,,12.8,6.15,12.3,13.5,,,,,,1.08,2.53
+14/03/2001,,,,,,,,,,,,,,,,12.85,5.35,12.15,13.65,,,,,,1.01,2.32
+15/03/2001,,,,,,,,,,,,,,,,12.65,7.7,12.85,12.95,,,,,,0.84,1.87
+16/03/2001,,,,,,,,,,,,,,,,11.85,7.7,12.15,11.45,,,,,,0.76,1.64
+17/03/2001,,,,,,,,,,,,,,,,13.9,5.9,11.65,12,,,,,,0.83,1.83
+18/03/2001,,,,,,,,,,,,,,,,12.45,6.25,11.35,12.65,,,,,,0.93,2.12
+19/03/2001,,,,,,,,,,,,,,,,12.15,5.55,11,12.25,,,,,,0.84,1.88
+20/03/2001,,,,,,,,,,,,,,,,13.7,7.3,14.8,15.7,,,,,,0.79,1.71
+21/03/2001,,,,,,,,,,,,,,,,15.45,8.95,15.1,15.65,,,,,,0.75,1.58
+22/03/2001,,,,,,,,,,,,,,,,16.25,10.3,14.8,16.4,,,,,,0.71,1.47
+23/03/2001,,,,,,,,,,,,,,,,14.65,11.1,15.6,16.3,,,,,,0.67,1.39
+24/03/2001,,,,,,,,,,,,,,,,15.45,13.4,17.25,16.55,,,,,,0.62,1.09
+25/03/2001,,,,,,,,,,,,,,,,17.5,10.2,15.55,16.3,,,,,,0.58,0.94
+26/03/2001,,,,,,,,,,,,,,,,17.9,7.4,13.05,14.55,,,,,,0.59,0.99
+27/03/2001,,,,,,,,,,,,,,,,12.3,6.65,12.1,12,,,,,,0.57,0.9
+28/03/2001,,,,,,,,,,,,,,,,11.5,6.8,8.25,14,,,,,,0.57,0.88
+29/03/2001,,,,,,,,,,,,,,,,14.7,6.6,12.85,13.6,,,,,,0.71,1.5
+30/03/2001,,,,,,,,,,,,,,,,13.8,4.75,11.3,11.4,,,,,,0.97,2.3
+31/03/2001,,,,,,,,,,,,,,,,11.15,7.55,14.05,14.4,,,,,,0.83,1.93
+01/04/2001,,,,,,,,,,,,,,,,14.3,8.55,12.45,14.3,,,,,,0.75,1.66
+02/04/2001,,,,,,,,,,,,,,,,12.25,8.65,13.15,13.1,,,,,,0.69,1.49
+03/04/2001,,,,,,,,,,,,,,,,12.4,7.45,11.6,12.25,,,,,,0.65,1.31
+04/04/2001,,,,,,,,,,,,,,,,11.8,5.7,10.4,11.25,,,,,,0.62,1.14
+05/04/2001,,,,,,,,,,,,,,,,12.25,7,12.85,14.15,,,,,,0.65,1.29
+06/04/2001,,,,,,,,,,,,,,,,10.75,7.45,11.8,12.45,,,,,,0.65,1.3
+07/04/2001,,,,,,,,,,,,,,,,13.2,6.55,10.8,11.4,,,,,,0.63,1.17
+08/04/2001,,,,,,,,,,,,,,,,10.7,5.75,11.95,12.8,,,,,,0.71,1.53
+09/04/2001,,,,,,,,,,,,,,,,9.85,8.4,12.1,13.05,,,,,,0.66,1.34
+10/04/2001,,,,,,,,,,,,,,,,12.2,8.85,12.1,12.4,,,,,,0.62,1.18
+11/04/2001,,,,,,,,,,,,,,,,15,5.1,11.25,12.25,,,,,,0.63,1.16
+12/04/2001,,,,,,,,,,,,,,,,12.35,6.2,12.85,13.15,,,,,,0.62,1.15
+13/04/2001,,,,,,,,,,,,,,,,11,8.65,13.15,13.65,,,,,,0.62,1.19
+14/04/2001,,,,,,,,,,,,,,,,13.85,2.35,7,7.25,,,,,,0.57,0.9
+15/04/2001,,,,,,,,,,,,,,,,4.45,1.95,6.95,7.3,,,,,,0.56,0.85
+16/04/2001,,,,,,,,,,,,,,,,10.75,3.5,9.65,10.5,,,,,,0.57,0.86
+17/04/2001,,,,,,,,,,,,,,,,9.35,5.3,11.5,12.35,,,,,,0.56,0.84
+18/04/2001,,,,,,,,,,,,,,,,9.45,5.7,10.3,10.85,,,,,,0.54,0.82
+19/04/2001,,,,,,,,,,,,,,,,13.1,5.25,11.5,12.8,,,,,,0.53,0.84
+20/04/2001,,,,,,,,,,,,,,,,12.4,4.3,10.4,11.5,,,,,,0.55,0.82
+21/04/2001,,,,,,,,,,,,,,,,10.9,1.5,8.05,9.35,,,,,,0.54,0.86
+22/04/2001,,,,,,,,,,,,,,,,7.65,2.9,7.95,9.5,,,,,,0.54,0.83
+23/04/2001,,,,,,,,,,,,,,,,9.1,3.45,8.65,8.95,,,,,,0.56,0.84
+24/04/2001,,,,,,,,,,,,,,,,7.75,6.35,11,11.45,,,,,,0.57,0.88
+25/04/2001,,,,,,,,,,,,,,,,13.45,10.9,15.9,15.8,,,,,,0.55,0.82
+26/04/2001,,,,,,,,,,,,,,,,17.2,9.2,13.7,15.6,,,,,,0.56,0.81
+27/04/2001,,,,,,,,,,,,,,,,13.1,10.3,13.8,15.3,,,,,,0.56,0.81
+28/04/2001,,,,,,,,,,,,,,,,14.6,9.9,13.95,15.1,,,,,,0.54,0.8
+29/04/2001,,,,,,,,,,,,,,,,14.6,13,15.25,15.85,,,,,,0.49,0.8
+30/04/2001,,,,,,,,,,,,,,,,17.8,13.15,17.15,18.75,,,,,,0.51,0.8
+01/05/2001,,,,,,,,,,,,,,,,17.25,14.6,19.65,19.5,,,,,,0.49,0.79
+02/05/2001,,,,,,,,,,,,,,,,20.1,17.75,20.8,22.25,,,,,,0.5,0.79
+03/05/2001,,,,,,,,,,,,,,,,21.65,14.4,19.4,20.75,,,,,,0.48,0.79
+04/05/2001,,,,,,,,,,,,,,,,20.1,9.5,16,17,,,,,,0.5,0.8
+05/05/2001,,,,,,,,,,,,,,,,16.3,7.85,14.75,16,,,,,,0.47,0.79
+06/05/2001,,,,,,,,,,,,,,,,16.8,5.85,13.9,14.55,,,,,,0.46,0.8
+07/05/2001,,,,,,,,,,,,,,,,14.45,7.15,14.35,14.65,,,,,,0.54,0.8
+08/05/2001,,,,,,,,,,,,,,,,14.4,11.5,16.2,17.5,,,,,,0.54,0.79
+09/05/2001,,,,,,,,,,,,,,,,18.1,14.4,17.1,19.2,,,,,,0.51,0.78
+10/05/2001,,,,,,,,,,,,,,,,18.55,15.6,19.3,19.55,,,,,,0.52,0.77
+11/05/2001,,,,,,,,,,,,,,,,19.5,14.15,18.3,18.75,,,,,,0.48,0.77
+12/05/2001,,,,,,,,,,,,,,,,17.1,14.6,18.75,19.1,,,,,,0.42,0.76
+13/05/2001,,,,,,,,,,,,,,,,20,12.6,18,19.1,,,,,,0.39,0.76
+14/05/2001,,,,,,,,,,,,,,,,18.9,11.25,17.45,19.65,,,,,,0.45,0.76
+15/05/2001,,,,,,,,,,,,,,,,18.55,10.75,16.2,17.2,,,,,,0.44,0.76
+16/05/2001,,,,,,,,,,,,,,,,16.35,12.15,18.45,19.45,,,,,,0.43,0.76
+17/05/2001,,,,,,,,,,,,,,,,18.75,12.95,17.75,18.45,,,,,,0.43,0.76
+18/05/2001,,,,,,,,,,,,,,,,18.25,13.8,17.95,19.05,,,,,,0.41,0.75
+19/05/2001,,,,,,,,,,,,,,,,17.7,14.1,18.9,19.3,,,,,,0.36,0.75
+20/05/2001,,,,,,,,,,,,,,,,18.4,12.35,17.95,19.45,,,,,,0.34,0.75
+21/05/2001,,,,,,,,,,,,,,,,20.4,10.05,16.95,18.1,,,,,,0.44,0.76
+22/05/2001,,,,,,,,,,,,,,,,17,13.05,19.1,20.25,,,,,,0.45,0.75
+23/05/2001,,,,,,,,,,,,,,,,18.7,15.3,19.5,21.1,,,,,,0.43,0.75
+24/05/2001,,,,,,,,,,,,,,,,20.7,15.75,21.05,21.4,,,,,,0.42,0.74
+25/05/2001,,,,,,,,,,,,,,,,20.9,15.45,18.55,19.9,,,,,,0.38,0.74
+26/05/2001,,,,,,,,,,,,,,,,19.95,17.3,21.3,21.8,,,,,,0.35,0.73
+27/05/2001,,,,,,,,,,,,,,,,20.7,17.75,21.85,22.15,,,,,,0.31,0.73
+28/05/2001,,,,,,,,,,,,,,,,21.25,15.95,19.95,21.2,,,,,,0.37,0.74
+29/05/2001,,,,,,,,,,,,,,,,20.3,17.3,20.75,23.55,,,,,,0.38,0.74
+30/05/2001,,,,,,,,,,,,,,,,20.85,18.05,20.55,22.35,,,,,,0.37,0.73
+31/05/2001,,,,,,,,,,,,,,,,22.7,16.05,20.45,22.25,,,,,,0.35,0.74
+01/06/2001,,,,,,,,,,,,,,,,23.45,17,22.4,23.65,,,,,,0.34,0.73
+02/06/2001,,,,,,,,,,,,,,,,20.5,15.1,20.7,20.9,,,,,,0.31,0.72
+03/06/2001,,,,,,,,,,,,,,,,20.75,10.75,17,17.45,,,,,,0.29,0.73
+04/06/2001,,,,,,,,,,,,,,,,15.2,10.75,14.2,16.1,,,,,,0.34,0.73
+05/06/2001,,,,,,,,,,,,,,,,15.4,13,11.8,17.9,,,,,,0.33,0.72
+06/06/2001,,,,,,,,,,,,,,,,17.4,12.05,16.4,17.4,,,,,,0.33,0.72
+07/06/2001,,,,,,,,,,,,,,,,16.45,15.65,18.8,19.65,,,,,,0.31,0.72
+08/06/2001,,,,,,,,,,,,,,,,19.55,15.25,18.75,20.65,,,,,,0.31,0.71
+09/06/2001,,,,,,,,,,,,,,,,20.3,15.3,20.3,21.55,,,,,,0.29,0.71
+10/06/2001,,,,,,,,,,,,,,,,23.7,16.3,23,24.3,,,,,,0.31,0.72
+11/06/2001,,,,,,,,,,,,,,,,24.05,13.65,18.8,19.5,,,,,,0.3,0.71
+12/06/2001,,,,,,,,,,,,,,,,16.6,14.65,18.8,18.55,,,,,,0.29,0.7
+13/06/2001,,,,,,,,,,,,,,,,18.25,15.55,19.45,20.25,,,,,,0.27,0.71
+14/06/2001,,,,,,,,,,,,,,,,18.25,12.8,18.55,19.9,,,,,,0.28,0.71
+15/06/2001,,,,,,,,,,,,,,,,19.3,16.95,20.2,21.55,,,,,,0.29,0.71
+16/06/2001,,,,,,,,,,,,,,,,19.45,18.35,22.05,23.45,,,,,,0.26,0.7
+17/06/2001,,,,,,,,,,,,,,,,20.6,12.65,19.1,20.7,,,,,,0.26,0.71
+18/06/2001,,,,,,,,,,,,,,,,25.55,12.8,18.5,19.75,,,,,,0.29,0.72
+19/06/2001,,,,,,,,,,,,,,,,18.95,15.55,19.9,21.3,,,,,,0.28,0.7
+20/06/2001,,,,,,,,,,,,,,,,17.8,15.65,19.45,20.55,,,,,,0.27,0.7
+21/06/2001,,,,,,,,,,,,,,,,19.8,14.6,18.8,20.1,,,,,,0.27,0.7
+22/06/2001,,,,,,,,,,,,,,,,19.6,15.05,19.8,21.15,,,,,,0.26,0.7
+23/06/2001,,,,,,,,,,,,,,,,19.7,16.85,21.75,22.85,,,,,,0.26,0.7
+24/06/2001,,,,,,,,,,,,,,,,21.45,20.2,23.45,24.1,,,,,,0.26,0.7
+25/06/2001,,,,,,,,,,,,,,,,21.6,21.45,24.75,26,,,,,,0.26,0.7
+26/06/2001,,,,,,,,,,,,,,,,24.5,22.3,25.2,25.25,,,,,,0.26,0.7
+27/06/2001,,,,,,,,,,,,,,,,24.45,21.75,24.95,25.6,,,,,,0.26,0.69
+28/06/2001,,,,,,,,,,,,,,,,26.1,18.25,23.55,23.95,,,,,,0.28,0.71
+29/06/2001,,,,,,,,,,,,,,,,23.6,19.05,23.6,24.85,,,,,,0.28,0.71
+30/06/2001,,,,,,,,,,,,,,,,24.35,20.3,24.2,25.3,,,,,,0.26,0.7
+01/07/2001,,,,,,,,,,,,,,,,25.3,19.55,23.9,25.9,,,,,,0.26,0.7
+02/07/2001,,,,,,,,,,,,,,,,24.5,20.35,24.7,25.8,,,,,,0.28,0.88
+03/07/2001,,,,,,,,,,,,,,,,23.7,19.15,23.5,24.75,,,,,,0.29,1.03
+04/07/2001,,,,,,,,,,,,,,,,24.85,17.9,22.6,23.75,,,,,,0.25,0.98
+05/07/2001,,,,,,,,,,,,,,,,22.6,18.85,24.65,25.3,,,,,,0.28,1.03
+06/07/2001,,,,,,,,,,,,,,,,24.8,20.6,25.05,25.15,,,,,,0.27,0.99
+07/07/2001,,,,,,,,,,,,,,,,27.25,16.5,21.95,24.45,,,,,,0.22,0.92
+08/07/2001,,,,,,,,,,,,,,,,23.5,15.85,21.2,23.4,,,,,,0.22,0.9
+09/07/2001,,,,,,,,,,,,,,,,21.7,17.05,22.1,23.75,,,,,,0.24,0.97
+10/07/2001,,,,,,,,,,,,,,,,22.3,15.85,20.75,20.75,,,,,,0.26,1
+11/07/2001,,,,,,,,,,,,,,,,19.6,17.2,21.6,23.05,,,,,,0.25,0.98
+12/07/2001,,,,,,,,,,,,,,,,24.25,17.4,22.55,24.75,,,,,,0.26,1
+13/07/2001,,,,,,,,,,,,,,,,22.75,16.95,23,24.6,,,,,,0.26,0.99
+14/07/2001,,,,,,,,,,,,,,,,22.95,20.45,24.5,25.55,,,,,,0.24,0.95
+15/07/2001,,,,,,,,,,,,,,,,25.1,19.35,26.3,26.45,,,,,,0.21,0.88
+16/07/2001,,,,,,,,,,,,,,,,27.5,14.4,20.55,23.2,,,,,,0.2,0.88
+17/07/2001,,,,,,,,,,,,,,,,22.4,13.95,19.95,21.6,,,,,,0.22,0.93
+18/07/2001,,,,,,,,,,,,,,,,21.65,16.3,21.25,22.95,,,,,,0.29,1.12
+19/07/2001,,,,,,,,,,,,,,,,23.65,15.25,21.6,23.35,,,,,,0.36,1.27
+20/07/2001,,,,,,,,,,,,,,,,22.85,12.15,18.55,20.45,,,,,,0.34,1.21
+21/07/2001,,,,,,,,,,,,,,,,18.7,9.75,20.55,21.65,,,,,,0.3,1.07
+22/07/2001,,,,,,,,,,,,,,,,20.6,18.75,20.9,21.9,,,,,,0.25,0.94
+23/07/2001,,,,,,,,,,,,,,,,22.25,19.45,21.7,23.35,,,,,,0.23,0.94
+24/07/2001,,,,,,,,,,,,,,,,22.3,18.75,22.1,23.45,,,,,,0.25,0.92
+25/07/2001,,,,,,,,,,,,,,,,23.5,20,24.55,24.05,,,,,,0.22,0.9
+26/07/2001,,,,,,,,,,,,,,,,25.25,21.15,25.55,25.7,,,,,,0.23,0.97
+27/07/2001,,,,,,,,,,,,,,,,25.75,20.95,24.95,26,,,,,,0.24,0.96
+28/07/2001,,,,,,,,,,,,,,,,25.2,19.8,25.25,26.1,,,,,,0.22,0.89
+29/07/2001,,,,,,,,,,,,,,,,25.6,21.15,25.55,26.2,,,,,,0.21,0.88
+30/07/2001,,,,,,,,,,,,,,,,26.55,19.95,26.05,27.2,,,,,,0.24,0.96
+31/07/2001,,,,,,,,,,,,,,,,27.2,22,27.3,28,,,,,,0.23,0.94
+01/08/2001,,,,,,,,,,,,,,,,26.9,25.05,28.1,28.7,,,,,,0.23,0.92
+02/08/2001,,,,,,,,,,,,,,,,28.3,25.8,28.75,29.4,,,,,,0.23,0.93
+03/08/2001,,,,,,,,,,,,,,,,28.1,23.9,27.25,27.9,,,,,,0.23,0.94
+04/08/2001,,,,,,,,,,,,,,,,26.2,20.35,24.85,25.65,,,,,,0.21,0.87
+05/08/2001,,,,,,,,,,,,,,,,25.95,17.25,22.9,24.65,,,,,,0.18,0.82
+06/08/2001,,,,,,,,,,,,,,,,23.3,17.75,22.4,23.55,,,,,,0.16,0.82
+07/08/2001,,,,,,,,,,,,,,,,23.45,19,23.15,24.25,,,,,,0.19,0.82
+08/08/2001,,,,,,,,,,,,,,,,24.05,17.65,22.55,24,,,,,,0.16,0.8
+09/08/2001,,,,,,,,,,,,,,,,23.95,20,23.7,25.55,,,,,,0.17,0.81
+10/08/2001,,,,,,,,,,,,,,,,25.4,19.65,24.4,25.35,,,,,,0.17,0.83
+11/08/2001,,,,,,,,,,,,,,,,23.9,16.55,21,23.6,,,,,,0.17,0.81
+12/08/2001,,,,,,,,,,,,,,,,20.15,17.1,21,22.05,,,,,,0.16,0.78
+13/08/2001,,,,,,,,,,,,,,,,21,19.25,22.75,22.8,,,,,,0.16,0.8
+14/08/2001,,,,,,,,,,,,,,,,23.2,22.2,25.3,25.75,,,,,,0.17,0.8
+15/08/2001,,,,,,,,,,,,,,,,25.5,24.05,26.8,26.65,,,,,,0.17,0.81
+16/08/2001,,,,,,,,,,,,,,,,26.35,24.2,25.5,26,,,,,,0.16,0.78
+17/08/2001,,,,,,,,,,,,,,,,25.65,22.3,26.1,27,,,,,,0.17,0.8
+18/08/2001,,,,,,,,,,,,,,,,28.4,19.05,25.4,26.7,,,,,,0.17,0.8
+19/08/2001,,,,,,,,,,,,,,,,24.6,20.15,23.9,25,,,,,,0.16,0.8
+20/08/2001,,,,,,,,,,,,,,,,24.8,19.45,23.9,24.85,,,,,,0.16,0.81
+21/08/2001,,,,,,,,,,,,,,,,24.85,20.65,24.75,25.4,,,,,,0.19,0.84
+22/08/2001,,,,,,,,,,,,,,,,25.45,20.15,25.15,25.95,,,,,,0.18,0.83
+23/08/2001,,,,,,,,,,,,,,,,25.2,21.5,25.5,25.95,,,,,,0.18,0.82
+24/08/2001,,,,,,,,,,,,,,,,26.1,21.65,26.15,26.3,,,,,,0.19,0.85
+25/08/2001,,,,,,,,,,,,,,,,26.4,20.75,25.95,25.95,,,,,,0.18,0.83
+26/08/2001,,,,,,,,,,,,,,,,25.95,21.85,26.3,26.8,,,,,,0.17,0.81
+27/08/2001,,,,,,,,,,,,,,,,26.4,21.65,24.65,26,,,,,,0.19,0.83
+28/08/2001,,,,,,,,,,,,,,,,25.55,20.25,24.2,25.25,,,,,,0.18,0.84
+29/08/2001,,,,,,,,,,,,,,,,26.65,18.15,24.6,26.45,,,,,,0.19,0.87
+30/08/2001,,,,,,,,,,,,,,,,25.45,19.55,24.2,25.15,,,,,,0.2,0.88
+31/08/2001,,,,,,,,,,,,,,,,24.55,15.8,21.85,23.4,,,,,,0.22,0.98
+01/09/2001,,,,,,,,,,,,,,,,23.25,12.95,19.15,20.1,,,,,,0.3,1.12
+02/09/2001,,,,,,,,,,,,,,,,19.25,13.85,19.2,20.3,,,,,,0.24,0.91
+03/09/2001,,,,,,,,,,,,,,,,19.05,16.5,19.65,20.5,,,,,,0.2,0.89
+04/09/2001,,,,,,,,,,,,,,,,19.9,13.4,17.35,17.6,,,,,,0.24,0.96
+05/09/2001,,,,,,,,,,,,,,,,18.9,14.95,20.65,21.6,,,,,,0.28,1.06
+06/09/2001,,,,,,,,,,,,,,,,18.75,16.55,19.25,19.6,,,,,,0.24,0.96
+07/09/2001,,,,,,,,,,,,,,,,19.4,16.9,19.3,19.85,,,,,,0.23,0.93
+08/09/2001,,,,,,,,,,,,,,,,20.25,15.25,19.4,20.8,,,,,,0.21,0.86
+09/09/2001,,,,,,,,,,,,,,,,21.95,14.85,21.25,22.4,,,,,,0.2,0.85
+10/09/2001,,,,,,,,,,,,,,,,20.1,10.15,17.15,16.95,,,,,,0.21,0.89
+11/09/2001,,,,,,,,,,,,,,,,14.65,12.35,16.1,16.55,,,,,,0.22,0.92
+12/09/2001,,,,,,,,,,,,,,,,15.95,12.9,16.25,16.75,,,,,,0.22,0.93
+13/09/2001,,,,,,,,,,,,,,,,16.9,11.1,17.1,17.05,,,,,,0.23,0.94
+14/09/2001,,,,,,,,,,,,,,,,0,8.9,17.35,18.85,,,,,,0.27,1.05
+15/09/2001,,,,,,,,,,,,,,,,16.3,9.85,15.8,16.95,,,,,,0.42,1.43
+16/09/2001,,,,,,,,,,,,,,,,16.65,10.35,15.7,15.15,,,,,,0.25,0.97
+17/09/2001,,,,,,,,,,,,,,,,13.1,9.9,15.2,15.85,,,,,,0.25,1.01
+18/09/2001,,,,,,,,,,,,,,,,13.35,10.6,15,15,,,,,,0.27,1.03
+19/09/2001,,,,,,,,,,,,,,,,14.95,10.9,15.3,15.85,,,,,,0.25,0.98
+20/09/2001,,,,,,,,,,,,,,,,15.3,13.15,12.2,16.6,,,,,,0.26,0.98
+21/09/2001,,,,,,,,,,,,,,,,18.75,12.75,17.3,18.65,,,,,,0.26,0.89
+22/09/2001,,,,,,,,,,,,,,,,17.4,15.3,18.6,18.45,,,,,,0.24,0.71
+23/09/2001,,,,,,,,,,,,,,,,20.35,12.65,16.15,16.7,,,,,,0.33,0.7
+24/09/2001,,,,,,,,,,,,,,,,16.8,13.1,18.25,19.85,,,,,,0.42,0.68
+25/09/2001,,,,,,,,,,,,,,,,19.4,12.3,17.3,19.15,,,,,,0.39,0.66
+26/09/2001,,,,,,,,,,,,,,,,18,12.95,18.25,19.2,,,,,,0.35,0.64
+27/09/2001,,,,,,,,,,,,,,,,17.3,14.1,17.85,18,,,,,,0.31,0.63
+28/09/2001,,,,,,,,,,,,,,,,17.1,15.1,17.75,17.8,,,,,,0.3,0.63
+29/09/2001,,,,,,,,,,,,,,,,17.2,13.95,17.9,17.2,,,,,,0.27,0.62
+30/09/2001,,,,,,,,,,,,,,,,20.25,13.1,18.5,18.55,,,,,,0.26,0.64
+01/10/2001,,,,,,,,,,,,,,,,18.55,12.65,18.8,20.1,,,,,,0.31,0.64
+02/10/2001,,,,,,,,,,,,,,,,19.5,14.7,19.8,20.55,,,,,,0.3,0.63
+03/10/2001,,,,,,,,,,,,,,,,19.6,14.25,19,18.55,,,,,,0.3,0.64
+04/10/2001,,,,,,,,,,,,,,,,19.65,14.15,19.2,19.75,,,,,,0.28,0.64
+05/10/2001,,,,,,,,,,,,,,,,18.8,14.25,20.3,20.3,,,,,,0.3,0.65
+06/10/2001,,,,,,,,,,,,,,,,21,15.8,21.9,22.45,,,,,,0.25,0.64
+07/10/2001,,,,,,,,,,,,,,,,22.95,14.85,21.4,22.3,,,,,,0.25,0.64
+08/10/2001,,,,,,,,,,,,,,,,21.5,15.25,20.6,21.15,,,,,,0.28,0.64
+09/10/2001,,,,,,,,,,,,,,,,19.85,15.6,20.2,19.9,,,,,,0.27,0.62
+10/10/2001,,,,,,,,,,,,,,,,20.9,14.2,20.15,20.25,,,,,,0.28,0.62
+11/10/2001,,,,,,,,,,,,,,,,18.5,16.95,21.2,20.95,,,,,,0.3,0.62
+12/10/2001,,,,,,,,,,,,,,,,18.9,18,21.55,20.65,,,,,,0.28,0.61
+13/10/2001,,,,,,,,,,,,,,,,18.95,17.95,20.3,19.4,,,,,,0.22,0.6
+14/10/2001,,,,,,,,,,,,,,,,18.15,18.15,19.3,18.55,,,,,,0.22,0.61
+15/10/2001,,,,,,,,,,,,,,,,18.35,16.4,18.55,17.4,,,,,,0.27,0.62
+16/10/2001,,,,,,,,,,,,,,,,17.65,15.8,19.55,18.5,,,,,,0.27,0.61
+17/10/2001,,,,,,,,,,,,,,,,17.6,14.6,18.95,18.25,,,,,,0.25,0.6
+18/10/2001,,,,,,,,,,,,,,,,17.45,13.45,17.9,17.25,,,,,,0.24,0.61
+19/10/2001,,,,,,,,,,,,,,,,17.3,14.2,18.8,17.8,,,,,,0.25,0.61
+20/10/2001,,,,,,,,,,,,,,,,19.25,13.15,17.55,18.2,,,,,,0.24,0.61
+21/10/2001,,,,,,,,,,,,,,,,17.55,10.85,17.15,17.1,,,,,,0.49,0.69
+22/10/2001,,,,,,,,,,,,,,,,16.85,12.45,17.5,17.8,,,,,,0.41,0.65
+23/10/2001,,,,,,,,,,,,,,,,17.1,10.85,14.25,13.8,,,,,,0.35,0.63
+24/10/2001,,,,,,,,,,,,,,,,14.85,11.75,17.25,17.65,,,,,,0.45,0.68
+25/10/2001,,,,,,,,,,,,,,,,15.95,12.9,17,16.5,,,,,,0.39,0.64
+26/10/2001,,,,,,,,,,,,,,,,15,11.55,15.75,14.8,,,,,,0.33,0.63
+27/10/2001,,,,,,,,,,,,,,,,14.05,9.25,15.15,14.15,,,,,,0.31,0.62
+28/10/2001,,,,,,,,,,,,,,,,14.85,9.3,13.85,14.55,,,,,,0.26,0.62
+29/10/2001,,,,,,,,,,,,,,,,14.55,9.4,16.65,16.3,,,,,,0.34,0.62
+30/10/2001,,,,,,,,,,,,,,,,16.45,10.05,16.3,16.9,,,,,,0.32,0.61
+31/10/2001,,,,,,,,,,,,,,,,16.45,10.8,15.7,16,,,,,,0.3,0.62
+01/11/2001,,,,,,,,,,,,,,,,17,8.5,14.65,15.35,,,,,,0.26,0.61
+02/11/2001,,,,,,,,,,,,,,,,14.85,6.3,12.05,13.05,,,,,,0.27,0.61
+03/11/2001,,,,,,,,,,,,,,,,13,6.75,12.1,11.55,,,,,,0.26,0.61
+04/11/2001,,,,,,,,,,,,,,,,10.15,8.6,11.95,11.15,,,,,,0.22,0.61
+05/11/2001,,,,,,,,,,,,,,,,11.1,8.95,10.65,9.9,,,,,,0.28,0.61
+06/11/2001,,,,,,,,,,,,,,,,11.5,7.75,12.6,12.15,,,,,,0.39,0.73
+07/11/2001,,,,,,,,,,,,,,,,11.6,8,12.35,11.75,,,,,,0.36,0.66
+08/11/2001,,,,,,,,,,,,,,,,12.25,8.05,13.3,13.2,,,,,,0.37,0.63
+09/11/2001,,,,,,,,,,,,,,,,13.95,4.25,10.7,11.95,,,,,,0.44,0.65
+10/11/2001,,,,,,,,,,,,,,,,11.2,1.7,8.35,9.4,,,,,,0.38,0.65
+11/11/2001,,,,,,,,,,,,,,,,9.6,3.8,11.25,11.6,,,,,,0.41,0.65
+12/11/2001,,,,,,,,,,,,,,,,11.1,8.25,11.7,12.05,,,,,,0.47,0.73
+13/11/2001,,,,,,,,,,,,,,,,12.65,6.4,10.35,10.85,,,,,,0.56,0.84
+14/11/2001,,,,,,,,,,,,,,,,8.9,4.8,10.65,10.4,,,,,,0.48,0.67
+15/11/2001,,,,,,,,,,,,,,,,11.1,0.9,7.85,9.95,,,,,,0.41,0.63
+16/11/2001,,,,,,,,,,,,,,,,7.45,6.65,11.25,10.55,,,,,,0.38,0.65
+17/11/2001,,,,,,,,,,,,,,,,9,9.5,11.8,9.75,,,,,,0.34,0.63
+18/11/2001,,,,,,,,,,,,,,,,10.25,5.3,8.25,7.5,,,,,,0.34,0.68
+19/11/2001,,,,,,,,,,,,,,,,8.6,2.9,8.8,10.6,,,,,,0.55,0.86
+20/11/2001,,,,,,,,,,,,,,,,9.05,3.9,9.65,9.15,,,,,,0.53,0.73
+21/11/2001,,,,,,,,,,,,,,,,6.95,5.25,9.55,7.25,,,,,,0.46,0.66
+22/11/2001,,,,,,,,,,,,,,,,6.45,6.05,7.75,6.45,,,,,,0.44,0.65
+23/11/2001,,,,,,,,,,,,,,,,8.3,3.3,6.8,7.55,,,,,,0.41,0.65
+24/11/2001,,,,,,,,,,,,,,,,4.2,1.55,5.4,3.05,,,,,,0.34,0.63
+25/11/2001,,,,,,,,,,,,,,,,5.1,4.1,6.55,5.25,,,,,,0.32,0.64
+26/11/2001,,,,,,,,,,,,,,,,7.05,3.6,7.55,8.45,,,,,,0.38,0.65
+27/11/2001,,,,,,,,,,,,,,,,6.7,3.15,5.55,6.45,,,,,,0.41,0.68
+28/11/2001,,,,,,,,,,,,,,,,6.55,4.9,8.45,7.95,,,,,,0.48,0.68
+29/11/2001,,,,,,,,,,,,,,,,6.4,5.65,8.25,7.45,,,,,,0.42,0.66
+30/11/2001,,,,,,,,,,,,,,,,8.2,3.55,7.05,6.5,,,,,,0.41,0.65
+01/12/2001,,,,,,,,,,,,,,,,5.75,4.05,9.5,8.55,,,,,,0.36,0.65
+02/12/2001,,,,,,,,,,,,,,,,9.9,5.35,10.95,10.85,,,,,,0.35,0.64
+03/12/2001,,,,,,,,,,,,,,,,8,6.15,8.75,7.05,,,,,,0.35,0.64
+04/12/2001,,,,,,,,,,,,,,,,7.3,4.4,5.65,5,,,,,,0.37,0.65
+05/12/2001,,,,,,,,,,,,,,,,6.1,5.35,10.35,10.35,,,,,,0.36,0.64
+06/12/2001,,,,,,,,,,,,,,,,9.2,6.1,9.95,9.75,,,,,,0.35,0.64
+07/12/2001,,,,,,,,,,,,,,,,7.3,3.7,8.55,7.6,,,,,,0.34,0.63
+08/12/2001,,,,,,,,,,,,,,,,8.65,0.8,5.6,6.35,,,,,,0.26,0.63
+09/12/2001,,,,,,,,,,,,,,,,6.55,-0.65,3.65,4.8,,,,,,0.25,0.63
+10/12/2001,,,,,,,,,,,,,,,,4.4,-1.35,2.85,3,,,,,,0.32,0.62
+11/12/2001,,,,,,,,,,,,,,,,1.95,1.05,3.05,2.55,,,,,,0.33,0.63
+12/12/2001,,,,,,,,,,,,,,,,4.15,1.75,6,4.6,,,,,,0.32,0.62
+13/12/2001,,,,,,,,,,,,,,,,3.2,-2.4,3.15,2.2,,,,,,0.33,0.63
+14/12/2001,,,,,,,,,,,,,,,,3.25,-5.95,3.35,3.35,,,,,,0.31,0.64
+15/12/2001,,,,,,,,,,,,,,,,2.6,-2.7,4.15,4.8,,,,,,0.26,0.64
+16/12/2001,,,,,,,,,,,,,,,,4.35,-3.95,1.9,3,,,,,,0.25,0.64
+17/12/2001,,,,,,,,,,,,,,,,1.65,-3.4,1.25,1.3,,,,,,0.29,0.64
+18/12/2001,,,,,,,,,,,,,,,,-0.2,0.75,3.05,1.55,,,,,,0.3,0.64
+19/12/2001,,,,,,,,,,,,,,,,0.45,0.3,0.55,-0.8,,,,,,0.3,0.64
+20/12/2001,,,,,,,,,,,,,,,,-0.75,0.65,2.75,2.4,,,,,,0.33,0.65
+21/12/2001,,,,,,,,,,,,,,,,2.35,1.3,4.8,4.7,,,,,,0.3,0.64
+22/12/2001,,,,,,,,,,,,,,,,4.7,0.75,5.15,5.85,,,,,,0.27,0.67
+23/12/2001,,,,,,,,,,,,,,,,7.7,-0.8,4.4,5.75,,,,,,0.41,0.75
+24/12/2001,,,,,,,,,,,,,,,,5.95,-3.65,1.1,1.35,,,,,,0.33,0.67
+25/12/2001,,,,,,,,,,,,,,,,-1.05,-1.65,-1.75,-2.2,,,,,,0.26,0.66
+26/12/2001,,,,,,,,,,,,,,,,-1.05,-1.2,3.35,4.25,,,,,,0.42,0.79
+27/12/2001,,,,,,,,,,,,,,,,3.45,-0.75,2.7,2.65,,,,,,0.47,0.74
+28/12/2001,,,,,,,,,,,,,,,,1.9,1,1.3,0.2,,,,,,0.41,0.71
+29/12/2001,,,,,,,,,,,,,,,,0.7,3.1,6.05,7.65,,,,,,0.38,0.72
+30/12/2001,,,,,,,,,,,,,,,,8.75,3.5,8.3,12.6,,,,,,0.41,0.74
+31/12/2001,,,,,,,,,,,,,,,,8.95,-0.85,2,5.65,,,,,,0.47,0.74
+01/01/2002,,,,,,,,,,,,,,,,0,-2.35,1.75,1.85,,,,,,0.37,0.72
+02/01/2002,,,,,,,,,,,,,,,,-0.35,-2.1,0.9,-0.3,,,,,,0.39,0.71
+03/01/2002,,,,,,,,,,,,,,,,0.05,-1.9,-1.15,2.5,,,,,,0.39,0.7
+04/01/2002,,,,,,,,,,,,,,,,2.6,-2.6,1.2,1.4,,,,,,0.37,0.7
+05/01/2002,,,,,,,,,,,,,,,,-0.15,1.85,2.15,0.4,,,,,,0.29,0.69
+06/01/2002,,,,,,,,,,,,,,,,-0.25,6.55,2.85,1.6,,,,,,0.28,0.68
+07/01/2002,,,,,,,,,,,,,,,,1.5,1.6,2.85,1.05,,,,,,0.35,0.68
+08/01/2002,,,,,,,,,,,,,,,,0.6,3.85,5.35,3.15,,,,,,0.34,0.68
+09/01/2002,,,,,,,,,,,,,,,,2.5,4.45,5.6,3.3,,,,,,0.32,0.67
+10/01/2002,,,,,,,,,,,,,,,,3.35,1.75,4.5,2.85,,,,,,0.33,0.67
+11/01/2002,,,,,,,,,,,,,,,,3.3,1.15,4.25,3,,,,,,0.33,0.67
+12/01/2002,,,,,,,,,,,,,,,,3.7,2.1,7.1,5.3,,,,,,0.3,0.67
+13/01/2002,,,,,,,,,,,,,,,,3.45,1.15,2.6,2.3,,,,,,0.27,0.67
+14/01/2002,,,,,,,,,,,,,,,,2.65,-0.25,4.7,4.9,,,,,,0.33,0.66
+15/01/2002,,,,,,,,,,,,,,,,2.4,-2.35,1.75,1.65,,,,,,0.32,0.67
+16/01/2002,,,,,,,,,,,,,,,,1.55,-2.1,2.8,3.15,,,,,,0.3,0.66
+17/01/2002,,,,,,,,,,,,,,,,1.25,1.4,4.1,3.2,,,,,,0.31,0.66
+18/01/2002,,,,,,,,,,,,,,,,2.85,2.15,4.5,2.8,,,,,,0.29,0.65
+19/01/2002,,,,,,,,,,,,,,,,2.7,2.35,3.3,2.05,,,,,,0.27,0.66
+20/01/2002,,,,,,,,,,,,,,,,2.6,3.2,7.2,7.45,,,,,,0.27,0.66
+21/01/2002,,,,,,,,,,,,,,,,7.15,2.05,4.45,5.45,,,,,,0.31,0.66
+22/01/2002,,,,,,,,,,,,,,,,5.35,2.25,8.45,9.25,,,,,,0.3,0.66
+23/01/2002,,,,,,,,,,,,,,,,6.95,2.1,7.05,6.5,,,,,,0.32,0.66
+24/01/2002,,,,,,,,,,,,,,,,7.45,1.5,7,8.65,,,,,,0.42,0.73
+25/01/2002,,,,,,,,,,,,,,,,6.6,4.55,8.45,9.95,,,,,,0.51,0.69
+26/01/2002,,,,,,,,,,,,,,,,7.8,4.45,8.15,7.3,,,,,,0.4,0.68
+27/01/2002,,,,,,,,,,,,,,,,7.7,3.85,5.2,6.35,,,,,,0.39,0.68
+28/01/2002,,,,,,,,,,,,,,,,6.85,7,10.55,11.7,,,,,,0.37,0.67
+29/01/2002,,,,,,,,,,,,,,,,9.7,8.2,8.35,7.9,,,,,,0.36,0.67
+30/01/2002,,,,,,,,,,,,,,,,8.3,5,9.4,10.7,,,,,,0.39,0.67
+31/01/2002,,,,,,,,,,,,,,,,10.55,3.7,9.2,11.05,,,,,,0.37,0.67
+01/02/2002,,,,,,,,,,,,,,,,10.3,5.05,10.05,10.45,,,,,,0.35,0.66
+02/02/2002,,,,,,,,,,,,,,,,7.75,9.35,10.6,9.4,,,,,,0.32,0.66
+03/02/2002,,,,,,,,,,,,,,,,8.35,0,10.1,8.45,,,,,,0.27,0.65
+04/02/2002,,,,,,,,,,,,,,,,8.55,4.6,8.65,8.2,,,,,,0.34,0.66
+05/02/2002,,,,,,,,,,,,,,,,0,2.4,6.1,6.75,,,,,,0.35,0.67
+06/02/2002,,,,,,,,,,,,,,,,0,1.7,7.65,8.9,,,,,,0.45,0.81
+07/02/2002,,,,,,,,,,,,,,,,7.7,3.55,9.5,9.8,,,,,,0.76,1.68
+08/02/2002,,,,,,,,,,,,,,,,8.05,5.75,8.45,8.05,,,,,,0.54,0.77
+09/02/2002,,,,,,,,,,,,,,,,7.8,4.1,8.05,8.45,,,,,,0.5,0.71
+10/02/2002,,,,,,,,,,,,,,,,9.2,4.7,11.25,12.6,,,,,,0.44,0.7
+11/02/2002,,,,,,,,,,,,,,,,11.8,6.75,10.15,11.4,,,,,,0.43,0.69
+12/02/2002,,,,,,,,,,,,,,,,9.4,4,6.95,8.5,,,,,,0.45,0.69
+13/02/2002,,,,,,,,,,,,,,,,9.75,3.6,8.85,11.05,,,,,,0.42,0.69
+14/02/2002,,,,,,,,,,,,,,,,11.15,3.6,9.1,11.5,,,,,,0.43,0.68
+15/02/2002,,,,,,,,,,,,,,,,11.5,1.2,6.9,8.3,,,,,,0.43,0.7
+16/02/2002,,,,,,,,,,,,,,,,7.5,2.9,7.25,10,,,,,,0.44,0.69
+17/02/2002,,,,,,,,,,,,,,,,8.25,4.3,8.6,8.25,,,,,,0.38,0.69
+18/02/2002,,,,,,,,,,,,,,,,8.55,3.05,7.4,8.55,,,,,,0.44,0.69
+19/02/2002,,,,,,,,,,,,,,,,8.7,4,8.05,9.8,,,,,,0.42,0.68
+20/02/2002,,,,,,,,,,,,,,,,7.45,2.35,6.05,7.5,,,,,,0.41,0.69
+21/02/2002,,,,,,,,,,,,,,,,8.6,2.05,5.55,10.45,,,,,,0.55,1.02
+22/02/2002,,,,,,,,,,,,,,,,10.15,2.7,7.2,9.35,,,,,,0.56,0.82
+23/02/2002,,,,,,,,,,,,,,,,7.2,2.6,5.9,7.6,,,,,,0.48,0.74
+24/02/2002,,,,,,,,,,,,,,,,6.9,5.25,8.85,10.5,,,,,,0.43,0.72
+25/02/2002,,,,,,,,,,,,,,,,7.7,3.45,4.75,4.75,,,,,,0.47,0.71
+26/02/2002,,,,,,,,,,,,,,,,7.2,7.65,8.15,9.75,,,,,,0.41,0.72
+27/02/2002,,,,,,,,,,,,,,,,10.85,6.35,8.1,12.2,,,,,,0.46,0.7
+28/02/2002,,,,,,,,,,,,,,,,12.4,6,8.1,13.3,,,,,,0.45,0.7
+01/03/2002,,,,,,,,,,,,,,,,0,4.45,8.15,11.65,,,,,,0.46,0.71
+02/03/2002,,,,,,,,,,,,,,,,12,4.85,8.55,12.35,,,,,,0.43,0.7
+03/03/2002,,,,,,,,,,,,,,,,11.85,4.05,9.15,10.45,,,,,,0.36,0.69
+04/03/2002,,,,,,,,,,,,,,,,8.45,7.6,9.5,10.45,,,,,,0.46,0.68
+05/03/2002,,,,,,,,,,,,,,,,11.95,8.9,11.75,13.55,,,,,,0.42,0.68
+06/03/2002,,,,,,,,,,,,,,,,15.25,5.4,11.75,13.15,,,,,,0.44,0.68
+07/03/2002,,,,,,,,,,,,,,,,11,8.05,10.85,12.5,,,,,,0.42,0.68
+08/03/2002,,,,,,,,,,,,,,,,11.15,12,13.55,13.5,,,,,,0.42,0.67
+09/03/2002,,,,,,,,,,,,,,,,14.4,6.9,12,13.35,,,,,,0.37,0.67
+10/03/2002,,,,,,,,,,,,,,,,11.2,10,13,12.7,,,,,,0.33,0.67
+11/03/2002,,,,,,,,,,,,,,,,12.85,11.1,13.75,13.3,,,,,,0.41,0.66
+12/03/2002,,,,,,,,,,,,,,,,11.45,11.45,12.4,12.4,,,,,,0.38,0.66
+13/03/2002,,,,,,,,,,,,,,,,12.15,10,11.9,12.4,,,,,,0.38,0.66
+14/03/2002,,,,,,,,,,,,,,,,12.5,8.05,12,12.95,,,,,,0.38,0.67
+15/03/2002,,,,,,,,,,,,,,,,12.45,5.6,12.15,11.85,,,,,,0.38,0.67
+16/03/2002,,,,,,,,,,,,,,,,8.95,8.1,12.5,12.65,,,,,,0.29,0.67
+17/03/2002,,,,,,,,,,,,,,,,12.3,9.8,14.15,13.5,,,,,,0.32,0.67
+18/03/2002,,,,,,,,,,,,,,,,13.15,6.45,11.9,12.2,,,,,,0.37,0.67
+19/03/2002,,,,,,,,,,,,,,,,13.7,4.8,11.1,13,,,,,,0.37,0.68
+20/03/2002,,,,,,,,,,,,,,,,13.05,8.55,13.95,15.7,,,,,,0.36,0.67
+21/03/2002,,,,,,,,,,,,,,,,13.3,10.05,12.4,13.85,,,,,,0.37,0.66
+22/03/2002,,,,,,,,,,,,,,,,14.05,11.45,14.75,16.1,,,,,,0.36,0.66
+23/03/2002,,,,,,,,,,,,,,,,17.05,7.05,10.9,13.85,,,,,,0.31,0.65
+24/03/2002,,,,,,,,,,,,,,,,9.5,4.45,8.25,8.75,,,,,,0.29,0.65
+25/03/2002,,,,,,,,,,,,,,,,6.35,3.8,8.25,8.6,,,,,,0.33,0.65
+26/03/2002,,,,,,,,,,,,,,,,6.9,5.35,8.5,8.7,,,,,,0.32,0.65
+27/03/2002,,,,,,,,,,,,,,,,8.85,3.95,8.55,9.85,,,,,,0.34,0.65
+28/03/2002,,,,,,,,,,,,,,,,8.15,3.85,7.25,8.75,,,,,,0.33,0.65
+29/03/2002,,,,,,,,,,,,,,,,8.55,5.15,9.55,10.9,,,,,,0.32,0.65
+30/03/2002,,,,,,,,,,,,,,,,9,6.9,11.65,11.3,,,,,,0.28,0.65
+31/03/2002,,,,,,,,,,,,,,,,11.55,5.8,10.1,11.55,,,,,,0.28,0.66
+01/04/2002,,,,,,,,,,,,,,,,9.35,7.3,11,11.7,,,,,,0.27,0.65
+02/04/2002,,,,,,,,,,,,,,,,10.2,9.4,11.95,12.15,,,,,,0.31,0.65
+03/04/2002,,,,,,,,,,,,,,,,12.15,11.1,14.3,13.9,,,,,,0.31,0.65
+04/04/2002,,,,,,,,,,,,,,,,18.05,7.25,8.55,14.6,,,,,,0.29,0.66
+05/04/2002,,,,,,,,,,,,,,,,10.55,6.4,10.65,12.75,,,,,,0.3,0.65
+06/04/2002,,,,,,,,,,,,,,,,11.7,4.35,9.05,9.65,,,,,,0.28,0.67
+07/04/2002,,,,,,,,,,,,,,,,8.8,5.05,11.25,10.9,,,,,,0.28,0.65
+08/04/2002,,,,,,,,,,,,,,,,11.6,8.05,13.9,14.25,,,,,,0.28,0.65
+09/04/2002,,,,,,,,,,,,,,,,14.4,3.9,10.75,11.1,,,,,,0.29,0.65
+10/04/2002,,,,,,,,,,,,,,,,8.15,4.75,9.3,10.5,,,,,,0.31,0.65
+11/04/2002,,,,,,,,,,,,,,,,12.15,4.6,9.9,11.05,,,,,,0.32,0.66
+12/04/2002,,,,,,,,,,,,,,,,10.9,5.85,11.1,12.8,,,,,,0.41,0.71
+13/04/2002,,,,,,,,,,,,,,,,14.1,4.5,9.8,13,,,,,,0.59,1.14
+14/04/2002,,,,,,,,,,,,,,,,11.55,4.25,9.2,11.95,,,,,,0.56,0.85
+15/04/2002,,,,,,,,,,,,,,,,12.6,6,9.85,13.05,,,,,,0.51,0.7
+16/04/2002,,,,,,,,,,,,,,,,14.2,5.4,10.65,13.55,,,,,,0.43,0.68
+17/04/2002,,,,,,,,,,,,,,,,12.1,5.3,9.15,12.85,,,,,,0.43,0.68
+18/04/2002,,,,,,,,,,,,,,,,11.3,7.45,10.4,13.45,,,,,,0.44,0.68
+19/04/2002,,,,,,,,,,,,,,,,12.35,7.65,11.9,13.9,,,,,,0.42,0.67
+20/04/2002,,,,,,,,,,,,,,,,13.8,7.7,11.7,13.3,,,,,,0.37,0.67
+21/04/2002,,,,,,,,,,,,,,,,13.6,8.45,13.75,15.75,,,,,,0.37,0.67
+22/04/2002,,,,,,,,,,,,,,,,13.6,12,13.5,16.85,,,,,,0.43,0.67
+23/04/2002,,,,,,,,,,,,,,,,16.6,12.2,16.05,17.3,,,,,,0.39,0.66
+24/04/2002,,,,,,,,,,,,,,,,14.6,9.85,13.55,15.2,,,,,,0.39,0.66
+25/04/2002,,,,,,,,,,,,,,,,15.55,10.1,14.65,17.25,,,,,,0.35,0.66
+26/04/2002,,,,,,,,,,,,,,,,16.6,9.45,14.45,17.05,,,,,,0.36,0.65
+27/04/2002,,,,,,,,,,,,,,,,18.1,9.8,14.75,17.75,,,,,,0.35,0.69
+28/04/2002,,,,,,,,,,,,,,,,14.65,8.8,12.6,16.2,,,,,,0.33,0.67
+29/04/2002,,,,,,,,,,,,,,,,14.8,7.8,13.05,15.05,,,,,,0.36,0.67
+30/04/2002,,,,,,,,,,,,,,,,13.9,11.55,15.2,16.3,,,,,,0.34,0.67
+01/05/2002,,,,,,,,,,,,,,,,16,11.95,15.2,16,,,,,,0.28,0.66
+02/05/2002,,,,,,,,,,,,,,,,16,8.7,12.7,13.35,,,,,,0.39,0.69
+03/05/2002,,,,,,,,,,,,,,,,16.6,8.35,11.1,15.35,,,,,,0.44,0.71
+04/05/2002,,,,,,,,,,,,,,,,15.6,6.4,6.8,15.25,,,,,,0.83,2.01
+05/05/2002,,,,,,,,,,,,,,,,15.45,5.35,8.6,13.2,,,,,,0.78,1.83
+06/05/2002,,,,,,,,,,,,,,,,12.2,9.2,10.35,14.45,,,,,,0.64,1.29
+07/05/2002,,,,,,,,,,,,,,,,14.75,11.2,12.75,16.4,,,,,,0.55,0.85
+08/05/2002,,,,,,,,,,,,,,,,19.7,9.1,11.2,17.55,,,,,,0.56,0.84
+09/05/2002,,,,,,,,,,,,,,,,15.9,7.6,9.6,16.65,,,,,,0.59,1.07
+10/05/2002,,,,,,,,,,,,,,,,16.55,7.5,9.5,16.45,,,,,,0.61,1.13
+11/05/2002,,,,,,,,,,,,,,,,16.2,9.9,11.25,17.7,,,,,,0.53,0.87
+12/05/2002,,,,,,,,,,,,,,,,16.45,9.55,12.15,17.2,,,,,,0.49,0.71
+13/05/2002,,,,,,,,,,,,,,,,16.65,8.95,12.35,17.75,,,,,,0.49,0.69
+14/05/2002,,,,,,,,,,,,,,,,15.15,8.75,11.55,17.15,,,,,,0.48,0.69
+15/05/2002,,,,,,,,,,,,,,,,16.6,12.95,14.75,18.8,,,,,,0.46,0.7
+16/05/2002,,,,,,,,,,,,,,,,18.55,17.5,16.85,21.25,,,,,,0.43,0.7
+17/05/2002,,,,,,,,,,,,,,,,20.35,16.55,17.05,21,,,,,,0.42,0.69
+18/05/2002,,,,,,,,,,,,,,,,19.05,14.9,15.9,19,,,,,,0.36,0.69
+19/05/2002,,,,,,,,,,,,,,,,21,12.7,18.25,20.55,,,,,,0.37,0.7
+20/05/2002,,,,,,,,,,,,,,,,19.4,13.15,16.65,20.35,,,,,,0.39,0.7
+21/05/2002,,,,,,,,,,,,,,,,18.65,14.1,17.2,20.35,,,,,,0.39,0.69
+22/05/2002,,,,,,,,,,,,,,,,19.2,15.2,17.45,19.7,,,,,,0.39,0.69
+23/05/2002,,,,,,,,,,,,,,,,20.35,13,18.45,20.15,,,,,,0.37,0.7
+24/05/2002,,,,,,,,,,,,,,,,19.6,10.45,14.65,19.75,,,,,,0.39,0.7
+25/05/2002,,,,,,,,,,,,,,,,18.2,13.9,12.35,20.9,,,,,,0.31,0.69
+26/05/2002,,,,,,,,,,,,,,,,20.25,11.55,15.9,19,,,,,,0.31,0.68
+27/05/2002,,,,,,,,,,,,,,,,17.25,6.95,14.75,17.4,,,,,,0.36,0.68
+28/05/2002,,,,,,,,,,,,,,,,16.45,6.35,10.2,16.5,,,,,,0.35,0.68
+29/05/2002,,,,,,,,,,,,,,,,15.6,9.4,12.45,18.45,,,,,,0.35,0.68
+30/05/2002,,,,,,,,,,,,,,,,16.35,14.6,16.4,19.55,,,,,,0.34,0.68
+31/05/2002,,,,,,,,,,,,,,,,18.5,17.6,18.3,20.35,,,,,,0.35,0.67
+01/06/2002,,,,,,,,,,,,,,,,20.3,17.9,20.25,21.95,,,,,,0.28,0.67
+02/06/2002,,,,,,,,,,,,,,,,21.1,16.6,19.45,21.1,,,,,,0.28,0.67
+03/06/2002,,,,,,,,,,,,,,,,20.3,13.8,18.75,20.55,,,,,,0.32,0.67
+04/06/2002,,,,,,,,,,,,,,,,19.75,14.7,19.55,20.85,,,,,,0.32,0.67
+05/06/2002,,,,,,,,,,,,,,,,21.65,12.65,19.65,21.1,,,,,,0.32,0.68
+06/06/2002,,,,,,,,,,,,,,,,20.2,10.5,17.85,18.95,,,,,,0.37,0.69
+07/06/2002,,,,,,,,,,,,,,,,19.4,9.3,12.65,16.9,,,,,,0.73,1.64
+08/06/2002,,,,,,,,,,,,,,,,16.55,16.9,14.9,18.65,,,,,,0.68,1.37
+09/06/2002,,,,,,,,,,,,,,,,18.15,8.5,13.2,18.7,,,,,,0.59,0.94
+10/06/2002,,,,,,,,,,,,,,,,17.45,9.2,12.25,19.5,,,,,,0.53,0.78
+11/06/2002,,,,,,,,,,,,,,,,17.35,12.85,14.85,19.3,,,,,,0.5,0.73
+12/06/2002,,,,,,,,,,,,,,,,18.8,17.85,18.35,21.35,,,,,,0.41,0.71
+13/06/2002,,,,,,,,,,,,,,,,21.45,18.5,19.15,21.8,,,,,,0.41,0.7
+14/06/2002,,,,,,,,,,,,,,,,21.3,19.15,19.7,22.25,,,,,,0.39,0.7
+15/06/2002,,,,,,,,,,,,,,,,21.45,20.4,20.2,22.7,,,,,,0.35,0.69
+16/06/2002,,,,,,,,,,,,,,,,22.5,18.8,21.15,22.95,,,,,,0.34,0.69
+17/06/2002,,,,,,,,,,,,,,,,23.65,22.9,23.3,24.4,,,,,,0.36,0.69
+18/06/2002,,,,,,,,,,,,,,,,25.3,25.5,26.85,27.95,,,,,,0.35,0.69
+19/06/2002,,,,,,,,,,,,,,,,27.85,25.55,28.85,29.1,,,,,,0.34,0.68
+20/06/2002,,,,,,,,,,,,,,,,27.85,24,27.35,28.3,,,,,,0.34,0.68
+21/06/2002,,,,,,,,,,,,,,,,26.7,24.05,26.05,27.3,,,,,,0.33,0.69
+22/06/2002,,,,,,,,,,,,,,,,26.55,24.4,26.35,27.3,,,,,,0.29,0.68
+23/06/2002,,,,,,,,,,,,,,,,27.4,25.75,28.85,29.8,,,,,,0.29,0.68
+24/06/2002,,,,,,,,,,,,,,,,28.2,23.3,27.1,27.9,,,,,,0.31,0.68
+25/06/2002,,,,,,,,,,,,,,,,27.85,21.4,26.5,27.65,,,,,,0.32,0.68
+26/06/2002,,,,,,,,,,,,,,,,27.7,19.9,25.1,26.9,,,,,,0.31,0.67
+27/06/2002,,,,,,,,,,,,,,,,23.25,19.35,24,25.05,,,,,,0.31,0.67
+28/06/2002,,,,,,,,,,,,,,,,24.8,15.85,23.6,24.85,,,,,,0.29,0.68
+29/06/2002,,,,,,,,,,,,,,,,24.15,16.45,23.65,25.35,,,,,,0.27,0.67
+30/06/2002,,,,,,,,,,,,,,,,22.85,14.1,21.65,22.2,,,,,,0.27,0.67
+01/07/2002,,,,,,,,,,,,,,,,20.4,16.95,21.55,22.5,,,,,,0.27,0.67
+02/07/2002,,,,,,,,,,,,,,,,22.8,17.35,23.5,25,,,,,,0.29,0.67
+03/07/2002,,,,,,,,,,,,,,,,25.15,17.2,23.25,25.05,,,,,,0.28,0.67
+04/07/2002,,,,,,,,,,,,,,,,25.7,15.15,21,23.1,,,,,,0.29,0.67
+05/07/2002,,,,,,,,,,,,,,,,20.3,19.25,22.4,23.4,,,,,,0.27,0.67
+06/07/2002,,,,,,,,,,,,,,,,24.25,8.6,21.15,23.05,,,,,,0.29,0.67
+07/07/2002,,,,,,,,,,,,,,,,21.05,16.45,21.85,23.25,,,,,,0.25,0.66
+08/07/2002,,,,,,,,,,,,,,,,22.05,21.7,25.25,25.95,,,,,,0.25,0.66
+09/07/2002,,,,,,,,,,,,,,,,25.7,21.45,24.6,25,,,,,,0.27,0.66
+10/07/2002,,,,,,,,,,,,,,,,23.15,18.35,23.8,24.5,,,,,,0.28,0.66
+11/07/2002,,,,,,,,,,,,,,,,24.2,17.9,22.45,23.9,,,,,,0.27,0.66
+12/07/2002,,,,,,,,,,,,,,,,23.1,20.4,23.3,25.25,,,,,,0.27,0.66
+13/07/2002,,,,,,,,,,,,,,,,24.7,16.75,22.85,24.4,,,,,,0.24,0.66
+14/07/2002,,,,,,,,,,,,,,,,25.4,15.1,20.85,21.9,,,,,,0.25,0.68
+15/07/2002,,,,,,,,,,,,,,,,21.25,12.6,18.4,20.4,,,,,,0.29,0.69
+16/07/2002,,,,,,,,,,,,,,,,20.3,12.75,15.55,21.65,,,,,,0.3,0.67
+17/07/2002,,,,,,,,,,,,,,,,20.95,11.95,16.15,22.2,,,,,,0.31,0.67
+18/07/2002,,,,,,,,,,,,,,,,21.6,15.25,18.95,23.25,,,,,,0.3,0.67
+19/07/2002,,,,,,,,,,,,,,,,23.35,14.9,19.7,24.15,,,,,,0.27,0.66
+20/07/2002,,,,,,,,,,,,,,,,22.3,16.15,18.95,23,,,,,,0.26,0.66
+21/07/2002,,,,,,,,,,,,,,,,23.1,17.7,21.35,24.05,,,,,,0.24,0.66
+22/07/2002,,,,,,,,,,,,,,,,23.1,17.95,22.3,24.3,,,,,,0.23,0.66
+23/07/2002,,,,,,,,,,,,,,,,24.25,19.15,23.75,25.5,,,,,,0.27,0.66
+24/07/2002,,,,,,,,,,,,,,,,24.8,17.15,22.6,24.35,,,,,,0.26,0.66
+25/07/2002,,,,,,,,,,,,,,,,24.8,17.6,23.35,24.95,,,,,,0.26,0.67
+26/07/2002,,,,,,,,,,,,,,,,23,15.9,22,23.2,,,,,,0.26,0.66
+27/07/2002,,,,,,,,,,,,,,,,23.1,16.5,22.95,24.05,,,,,,0.23,0.65
+28/07/2002,,,,,,,,,,,,,,,,22.55,19.1,23.95,24,,,,,,0.19,0.65
+29/07/2002,,,,,,,,,,,,,,,,24.95,19.95,25.3,25.7,,,,,,0.21,0.65
+30/07/2002,,,,,,,,,,,,,,,,25.6,18.6,24.75,26,,,,,,0.24,0.66
+31/07/2002,,,,,,,,,,,,,,,,25.25,16.35,22.75,25.35,,,,,,0.24,0.66
+01/08/2002,,,,,,,,,,,,,,,,23.65,16.95,21.95,24.7,,,,,,0.25,0.66
+02/08/2002,,,,,,,,,,,,,,,,24.1,17.4,22.25,24.55,,,,,,0.26,0.66
+03/08/2002,,,,,,,,,,,,,,,,24.6,18.95,25,26.1,,,,,,0.23,0.66
+04/08/2002,,,,,,,,,,,,,,,,26.25,18.3,24.1,26.5,,,,,,0.23,0.66
+05/08/2002,,,,,,,,,,,,,,,,25.15,17.95,23.35,25.3,,,,,,0.22,0.64
+06/08/2002,,,,,,,,,,,,,,,,23.95,14,18.95,22.55,,,,,,0.43,0.89
+07/08/2002,,,,,,,,,,,,,,,,21.05,15.25,16.8,21.75,,,,,,0.37,0.72
+08/08/2002,,,,,,,,,,,,,,,,21.65,17.2,19.1,23.5,,,,,,0.3,0.69
+09/08/2002,,,,,,,,,,,,,,,,23.65,14.4,17.3,22.3,,,,,,0.3,0.69
+10/08/2002,,,,,,,,,,,,,,,,21.55,10.7,12.4,18.8,,,,,,0.35,0.74
+11/08/2002,,,,,,,,,,,,,,,,18.05,10.3,16.3,19.7,,,,,,0.34,0.71
+12/08/2002,,,,,,,,,,,,,,,,0,10.75,14.8,19.8,,,,,,0.32,0.68
+13/08/2002,,,,,,,,,,,,,,,,19.45,14.9,15.9,21.05,,,,,,0.29,0.67
+14/08/2002,,,,,,,,,,,,,,,,20.75,16.85,17.4,22.9,,,,,,0.26,0.67
+15/08/2002,,,,,,,,,,,,,,,,22.35,18.5,16.5,22.95,,,,,,0.24,0.67
+16/08/2002,,,,,,,,,,,,,,,,22.95,20.6,19.9,24.7,,,,,,0.24,0.67
+17/08/2002,,,,,,,,,,,,,,,,23.8,20.75,21.45,25.4,,,,,,0.24,0.66
+18/08/2002,,,,,,,,,,,,,,,,25,19.4,21.45,24.8,,,,,,0.24,0.66
+19/08/2002,,,,,,,,,,,,,,,,24.75,20.1,22.6,25.05,,,,,,0.28,0.65
+20/08/2002,,,,,,,,,,,,,,,,24.9,19.7,24,25.95,,,,,,0.26,0.66
+21/08/2002,,,,,,,,,,,,,,,,24.7,17.75,22.5,25,,,,,,0.26,0.66
+22/08/2002,,,,,,,,,,,,,,,,23.1,18,23.15,24,,,,,,0.25,0.66
+23/08/2002,,,,,,,,,,,,,,,,23.9,17.25,22.55,23.7,,,,,,0.24,0.66
+24/08/2002,,,,,,,,,,,,,,,,21.85,19.05,23.7,23.7,,,,,,0.23,0.65
+25/08/2002,,,,,,,,,,,,,,,,24.15,18.55,23.6,24,,,,,,0.24,0.66
+26/08/2002,,,,,,,,,,,,,,,,24.15,15.95,20.05,22.4,,,,,,0.24,0.67
+27/08/2002,,,,,,,,,,,,,,,,21,17.05,18.15,22.2,,,,,,0.26,0.65
+28/08/2002,,,,,,,,,,,,,,,,22.4,14.45,16.25,21.3,,,,,,0.26,0.67
+29/08/2002,,,,,,,,,,,,,,,,20.95,15.85,16.65,22.7,,,,,,0.31,0.67
+30/08/2002,,,,,,,,,,,,,,,,20.8,18.2,19.5,23,,,,,,0.3,0.65
+31/08/2002,,,,,,,,,,,,,,,,22.9,19.15,17.85,23.2,,,,,,0.25,0.65
+01/09/2002,,,,,,,,,,,,,,,,22.8,16.55,18.35,22.9,,,,,,0.24,0.65
+02/09/2002,,,,,,,,,,,,,,,,22.6,16.45,18.85,22.8,,,,,,0.28,0.64
+03/09/2002,,,,,,,,,,,,,,,,21.65,16,18.05,22.45,,,,,,0.27,0.64
+04/09/2002,,,,,,,,,,,,,,,,21.65,8.55,15.9,21,,,,,,0.26,0.65
+05/09/2002,,,,,,,,,,,,,,,,20.4,12.55,15.85,21.9,,,,,,0.32,0.74
+06/09/2002,,,,,,,,,,,,,,,,21.5,12.85,12.5,18.2,,,,,,0.29,0.76
+07/09/2002,,,,,,,,,,,,,,,,16.5,13.9,16.05,20.15,,,,,,0.27,0.75
+08/09/2002,,,,,,,,,,,,,,,,20,15.05,15.45,20.7,,,,,,0.23,0.74
+09/09/2002,,,,,,,,,,,,,,,,20.3,15.85,18,21.65,,,,,,0.29,0.87
+10/09/2002,,,,,,,,,,,,,,,,22.15,15.7,17.55,23.5,,,,,,0.26,1
+11/09/2002,,,,,,,,,,,,,,,,21.35,16.7,17.15,21.8,,,,,,0.25,1.02
+12/09/2002,,,,,,,,,,,,,,,,21,15.45,17.2,20.95,,,,,,0.25,1.03
+13/09/2002,,,,,,,,,,,,,,,,19.5,14.05,15.35,19.2,,,,,,0.24,1.03
+14/09/2002,,,,,,,,,,,,,,,,16.45,13.45,15.8,18.5,,,,,,0.23,1.01
+15/09/2002,,,,,,,,,,,,,,,,17.05,14.1,15,18.15,,,,,,0.22,1.01
+16/09/2002,,,,,,,,,,,,,,,,18.5,14.45,17.7,19.6,,,,,,0.23,1.02
+17/09/2002,,,,,,,,,,,,,,,,19.6,12.25,18,18.55,,,,,,0.23,1.02
+18/09/2002,,,,,,,,,,,,,,,,18.2,13.95,19.5,20.55,,,,,,0.23,1.02
+19/09/2002,,,,,,,,,,,,,,,,20.65,15.45,20.45,20.6,,,,,,0.24,1.03
+20/09/2002,,,,,,,,,,,,,,,,22.6,15.8,19.55,23.35,,,,,,0.24,1.03
+21/09/2002,,,,,,,,,,,,,,,,21.75,13.55,15.4,20.9,,,,,,0.24,1
+22/09/2002,,,,,,,,,,,,,,,,20.25,10.85,10.5,17.9,,,,,,0.4,1.32
+23/09/2002,,,,,,,,,,,,,,,,16.95,7.35,7.75,13.65,,,,,,0.71,2.03
+24/09/2002,,,,,,,,,,,,,,,,11.35,6.8,11.05,15,,,,,,0.5,1.61
+25/09/2002,,,,,,,,,,,,,,,,15.6,7.25,11.7,16.05,,,,,,0.4,1.01
+26/09/2002,,,,,,,,,,,,,,,,13.65,9.45,11.3,15.1,,,,,,0.39,0.92
+27/09/2002,,,,,,,,,,,,,,,,15.9,9.75,12.85,16.6,,,,,,0.37,0.79
+28/09/2002,,,,,,,,,,,,,,,,14.85,9.5,11.6,14.35,,,,,,0.31,0.77
+29/09/2002,,,,,,,,,,,,,,,,13.55,9.6,11.25,13.45,,,,,,0.25,0.75
+30/09/2002,,,,,,,,,,,,,,,,13.8,11.3,13.05,14.9,,,,,,0.32,0.74
+01/10/2002,,,,,,,,,,,,,,,,14.9,10.45,12.3,14.65,,,,,,0.3,0.73
+02/10/2002,,,,,,,,,,,,,,,,14.5,13.9,14,15.55,,,,,,0.31,0.73
+03/10/2002,,,,,,,,,,,,,,,,16.3,12.8,14.3,16.5,,,,,,0.29,0.73
+04/10/2002,,,,,,,,,,,,,,,,15.65,11.7,11.5,14.95,,,,,,0.27,0.74
+05/10/2002,,,,,,,,,,,,,,,,15.25,13.35,15.4,17.25,,,,,,0.25,0.73
+06/10/2002,,,,,,,,,,,,,,,,16.6,10,12.95,14.15,,,,,,0.25,0.74
+07/10/2002,,,,,,,,,,,,,,,,13.6,11.35,15.55,16.55,,,,,,0.29,0.73
+08/10/2002,,,,,,,,,,,,,,,,16.55,8.2,10.85,13.1,,,,,,0.3,0.74
+09/10/2002,,,,,,,,,,,,,,,,14.25,10.25,11.9,14.95,,,,,,0.3,0.74
+10/10/2002,,,,,,,,,,,,,,,,16.85,10.45,9.3,16.25,,,,,,0.39,0.81
+11/10/2002,,,,,,,,,,,,,,,,15.9,9,11.45,15.15,,,,,,0.51,0.83
+12/10/2002,,,,,,,,,,,,,,,,14.8,7.35,8,12.65,,,,,,0.44,0.79
+13/10/2002,,,,,,,,,,,,,,,,11.75,11.05,13.65,15.95,,,,,,0.37,0.76
+14/10/2002,,,,,,,,,,,,,,,,15.3,10.05,10.35,13.95,,,,,,0.38,0.76
+15/10/2002,,,,,,,,,,,,,,,,15.35,9.8,13.7,17.05,,,,,,0.37,0.76
+16/10/2002,,,,,,,,,,,,,,,,17.8,11.75,13.8,18.8,,,,,,0.37,0.76
+17/10/2002,,,,,,,,,,,,,,,,18.9,11.6,12.9,18.85,,,,,,0.38,0.79
+18/10/2002,,,,,,,,,,,,,,,,18.9,8.85,12.65,18.25,,,,,,0.57,1.36
+19/10/2002,,,,,,,,,,,,,,,,17.15,8.7,12.3,15.25,,,,,,0.48,0.87
+20/10/2002,,,,,,,,,,,,,,,,13.4,8.25,12,13.45,,,,,,0.42,0.75
+21/10/2002,,,,,,,,,,,,,,,,13.95,9.3,8.15,12.55,,,,,,0.38,0.76
+22/10/2002,,,,,,,,,,,,,,,,16.3,10.1,13.5,19.6,,,,,,0.83,2.17
+23/10/2002,,,,,,,,,,,,,,,,18.7,10.1,12.2,19.4,,,,,,1.12,2.95
+24/10/2002,,,,,,,,,,,,,,,,17.25,8.7,11.5,15.75,,,,,,0.84,2.05
+25/10/2002,,,,,,,,,,,,,,,,15.8,11.15,9.35,13.65,,,,,,0.71,1.51
+26/10/2002,,,,,,,,,,,,,,,,15.1,10,13.45,17.3,,,,,,0.65,1.22
+27/10/2002,,,,,,,,,,,,,,,,16.8,10.1,12.3,16.95,,,,,,0.59,0.96
+28/10/2002,,,,,,,,,,,,,,,,16.25,11.95,13.35,16.1,,,,,,0.52,0.76
+29/10/2002,,,,,,,,,,,,,,,,13.5,11.95,12,13.5,,,,,,0.49,0.73
+30/10/2002,,,,,,,,,,,,,,,,14.6,7.7,7.75,11.4,,,,,,0.46,0.72
+31/10/2002,,,,,,,,,,,,,,,,12.7,10.6,0,16,,,,,,0.45,0.71
+01/11/2002,,,,,,,,,,,,,,,,16.7,10.7,0,15.55,,,,,,0.4,0.71
+02/11/2002,,,,,,,,,,,,,,,,15.7,9.35,0,15.6,,,,,,0.41,0.71
+03/11/2002,,,,,,,,,,,,,,,,16.3,8,0,15.75,,,,,,0.38,0.71
+04/11/2002,,,,,,,,,,,,,,,,14.55,8.45,0,14,,,,,,0.44,0.7
+05/11/2002,,,,,,,,,,,,,,,,12.25,8.4,12.5,11.15,,,,,,0.4,0.69
+06/11/2002,,,,,,,,,,,,,,,,11.5,4.4,7.05,9.4,,,,,,0.38,0.68
+07/11/2002,,,,,,,,,,,,,,,,8.2,0.9,2.9,6.65,,,,,,0.4,0.69
+08/11/2002,,,,,,,,,,,,,,,,7.1,3.5,7.9,8.75,,,,,,0.38,0.68
+09/11/2002,,,,,,,,,,,,,,,,7.55,3.9,2.6,5.45,,,,,,0.34,0.68
+10/11/2002,,,,,,,,,,,,,,,,6.7,8.05,10.1,12,,,,,,0.29,0.68
+11/11/2002,,,,,,,,,,,,,,,,11.35,8.15,5.45,8.1,,,,,,0.38,0.69
+12/11/2002,,,,,,,,,,,,,,,,9.8,9.55,10.3,13.3,,,,,,0.4,0.69
+13/11/2002,,,,,,,,,,,,,,,,13.8,8.5,6.15,12.2,,,,,,0.46,0.89
+14/11/2002,,,,,,,,,,,,,,,,13.15,9.85,0,13.3,,,,,,0.69,1.46
+15/11/2002,,,,,,,,,,,,,,,,14.75,11.65,0,16.05,,,,,,0.58,0.93
+16/11/2002,,,,,,,,,,,,,,,,17.6,10.4,0,16.9,,,,,,0.54,0.76
+17/11/2002,,,,,,,,,,,,,,,,16.8,8.1,0,13.75,,,,,,0.7,1.45
+18/11/2002,,,,,,,,,,,,,,,,13.95,6.65,0,13.45,,,,,,0.9,2.19
+19/11/2002,,,,,,,,,,,,,,,,13.25,5.5,0,12.05,,,,,,1.01,2.49
+20/11/2002,,,,,,,,,,,,,,,,12.15,8.2,12.4,13.1,,,,,,0.91,2.16
+21/11/2002,,,,,,,,,,,,,,,,12.55,7.15,11,11.45,,,,,,0.86,2.04
+22/11/2002,,,,,,,,,,,,,,,,12.05,6.35,12.65,13.35,,,,,,1.08,2.69
+23/11/2002,,,,,,,,,,,,,,,,13.15,7.15,9.95,11.65,,,,,,0.98,2.39
+24/11/2002,,,,,,,,,,,,,,,,11.5,8.55,11.75,12.1,,,,,,0.89,2.13
+25/11/2002,,,,,,,,,,,,,,,,14.15,6.4,18.8,16.5,,,,,,0.86,2.06
+26/11/2002,,,,,,,,,,,,,,,,17.45,11.1,12.6,14.7,,,,,,0.85,2.05
+27/11/2002,,,,,,,,,,,,,,,,14.6,12.3,16.75,16.6,,,,,,0.78,1.79
+28/11/2002,,,,,,,,,,,,,,,,15.35,10.4,13.2,14.5,,,,,,0.69,1.48
+29/11/2002,,,,,,,,,,,,,,,,15.55,7.7,11.95,14.6,,,,,,0.67,1.42
+30/11/2002,,,,,,,,,,,,,,,,13.45,4.35,8.6,9.9,,,,,,0.72,1.53
+01/12/2002,,,,,,,,,,,,,,,,6.3,5.6,9.3,9.75,,,,,,0.72,1.62
+02/12/2002,,,,,,,,,,,,,,,,8.6,1.85,4.25,5.3,,,,,,0.68,1.44
+03/12/2002,,,,,,,,,,,,,,,,6.25,1.25,6.3,7,,,,,,0.65,1.3
+04/12/2002,,,,,,,,,,,,,,,,7.4,3.6,4.7,7.45,,,,,,0.6,1.04
+05/12/2002,,,,,,,,,,,,,,,,8.15,3.5,4.65,7.4,,,,,,0.58,0.91
+06/12/2002,,,,,,,,,,,,,,,,9.7,4.9,9.5,11.2,,,,,,0.57,0.96
+07/12/2002,,,,,,,,,,,,,,,,12.6,4.6,7,10.2,,,,,,0.57,0.85
+08/12/2002,,,,,,,,,,,,,,,,9,2.8,6.95,7.3,,,,,,0.52,0.76
+09/12/2002,,,,,,,,,,,,,,,,8.4,-0.6,4.7,5.1,,,,,,0.49,0.75
+10/12/2002,,,,,,,,,,,,,,,,4.85,-0.9,3.9,4.35,,,,,,0.49,0.74
+11/12/2002,,,,,,,,,,,,,,,,5.6,1.7,4.7,6.3,,,,,,0.46,0.74
+12/12/2002,,,,,,,,,,,,,,,,6.65,3.05,5.75,8.05,,,,,,0.5,0.75
+13/12/2002,,,,,,,,,,,,,,,,7.8,4.05,4.55,8.05,,,,,,0.51,0.77
+14/12/2002,,,,,,,,,,,,,,,,0,5.2,5.7,7,,,,,,0.49,0.75
+15/12/2002,,,,,,,,,,,,,,,,6.3,4.2,5.85,8.05,,,,,,0.46,0.75
+16/12/2002,,,,,,,,,,,,,,,,6.5,4.75,5.35,8.5,,,,,,0.5,0.74
+17/12/2002,,,,,,,,,,,,,,,,7.45,5.95,7.45,11.3,,,,,,0.53,0.83
+18/12/2002,,,,,,,,,,,,,,,,9.9,4.1,9,9,,,,,,0.92,2.07
+19/12/2002,,,,,,,,,,,,,,,,6.7,1.7,7.3,6.25,,,,,,0.78,1.77
+20/12/2002,,,,,,,,,,,,,,,,4.55,1.05,5.05,3.95,,,,,,0.68,1.41
+21/12/2002,,,,,,,,,,,,,,,,4.8,3.45,5.3,6.15,,,,,,0.63,1.15
+22/12/2002,,,,,,,,,,,,,,,,6.75,4.7,6,8.35,,,,,,0.57,0.85
+23/12/2002,,,,,,,,,,,,,,,,9.05,5.8,7.95,11.3,,,,,,0.58,0.84
+24/12/2002,,,,,,,,,,,,,,,,11.6,6.55,7.5,11.9,,,,,,0.56,0.81
+25/12/2002,,,,,,,,,,,,,,,,11.2,5.15,7.3,10.6,,,,,,0.55,0.8
+26/12/2002,,,,,,,,,,,,,,,,7.8,5.6,7.1,9.05,,,,,,0.52,0.78
+27/12/2002,,,,,,,,,,,,,,,,9.2,5.8,6.95,9.3,,,,,,0.52,0.79
+28/12/2002,,,,,,,,,,,,,,,,9.9,5.65,8.05,10.75,,,,,,1.01,2.44
+29/12/2002,,,,,,,,,,,,,,,,8.4,5.35,7.2,9,,,,,,0.9,2.11
+30/12/2002,,,,,,,,,,,,,,,,8.8,5.8,9.5,11.3,,,,,,0.75,1.64
+31/12/2002,,,,,,,,,,,,,,,,11.9,4.65,5.6,9.7,,,,,,0.75,1.64
+01/01/2003,,,,,,,,,,,,,,,,9.05,6.2,10.3,11.15,,,,,,0.75,1.69
+02/01/2003,,,,,,,,,,,,,,,,10.75,6.25,8.8,10.25,,,,,,0.72,1.53
+03/01/2003,,,,,,,,,,,,,,,,12.35,6.85,10.4,14.25,,,,,,0.72,1.57
+04/01/2003,,,,,,,,,,,,,,,,14.9,5.3,11.05,13.6,,,,,,0.66,1.36
+05/01/2003,,,,,,,,,,,,,,,,12.6,1.6,5.7,7.45,,,,,,0.68,1.45
+06/01/2003,,,,,,,,,,,,,,,,5.75,-1.2,2.2,3.2,,,,,,0.67,1.39
+07/01/2003,,,,,,,,,,,,,,,,4.65,-3.4,4.95,4.75,,,,,,0.65,1.3
+08/01/2003,,,,,,,,,,,,,,,,4.75,-2.45,2.55,4.65,,,,,,0.61,1.16
+09/01/2003,,,,,,,,,,,,,,,,6.1,-3.35,3.65,4.25,,,,,,0.6,1.05
+10/01/2003,,,,,,,,,,,,,,,,3.5,-1.25,1.4,2.8,,,,,,0.57,0.89
+11/01/2003,,,,,,,,,,,,,,,,4.15,-3.1,3.6,4.95,,,,,,0.5,0.78
+12/01/2003,,,,,,,,,,,,,,,,4.8,-3.9,1.85,2.25,,,,,,0.43,0.76
+13/01/2003,,,,,,,,,,,,,,,,-0.1,-1.55,0.95,-0.15,,,,,,0.49,0.75
+14/01/2003,,,,,,,,,,,,,,,,1.65,1.95,3.9,2.5,,,,,,0.47,0.76
+15/01/2003,,,,,,,,,,,,,,,,4.5,2.85,6.55,6.6,,,,,,0.46,0.75
+16/01/2003,,,,,,,,,,,,,,,,6.35,1.65,3.4,3.95,,,,,,0.47,0.75
+17/01/2003,,,,,,,,,,,,,,,,4.5,2.4,7.8,7.45,,,,,,0.48,0.74
+18/01/2003,,,,,,,,,,,,,,,,7.55,3.15,7.05,6.35,,,,,,0.42,0.74
+19/01/2003,,,,,,,,,,,,,,,,5.5,3.95,6.65,5.85,,,,,,0.38,0.73
+20/01/2003,,,,,,,,,,,,,,,,6.7,3.6,5.15,6.65,,,,,,0.47,0.73
+21/01/2003,,,,,,,,,,,,,,,,7.05,3.35,5.55,8.35,,,,,,0.51,0.9
+22/01/2003,,,,,,,,,,,,,,,,8.25,3.6,8.3,9.95,,,,,,0.94,2.19
+23/01/2003,,,,,,,,,,,,,,,,9.45,2.6,6.05,6.85,,,,,,0.73,1.59
+24/01/2003,,,,,,,,,,,,,,,,6.9,3.3,7.2,7.9,,,,,,0.64,1.29
+25/01/2003,,,,,,,,,,,,,,,,9.75,1.95,6.65,7.55,,,,,,0.55,0.86
+26/01/2003,,,,,,,,,,,,,,,,4.8,2.2,5.6,6.3,,,,,,0.5,0.79
+27/01/2003,,,,,,,,,,,,,,,,6.15,3.4,6.55,6.65,,,,,,0.51,0.78
+28/01/2003,,,,,,,,,,,,,,,,6.05,6.05,6.8,6.15,,,,,,0.49,0.77
+29/01/2003,,,,,,,,,,,,,,,,5.8,2.95,0,5.1,,,,,,0.5,0.76
+30/01/2003,,,,,,,,,,,,,,,,3.85,0.3,1.75,2.65,,,,,,0.51,0.75
+31/01/2003,,,,,,,,,,,,,,,,1.75,-0.1,4.3,4.6,,,,,,0.49,0.75
+01/02/2003,,,,,,,,,,,,,,,,5,-1.8,3.35,4.25,,,,,,0.4,0.74
+02/02/2003,,,,,,,,,,,,,,,,1.7,-2.5,3.05,2.3,,,,,,0.37,0.74
+03/02/2003,,,,,,,,,,,,,,,,1.95,-0.05,3.55,3.95,,,,,,0.44,0.75
+04/02/2003,,,,,,,,,,,,,,,,5.25,-0.3,6.6,8.35,,,,,,0.97,2.23
+05/02/2003,,,,,,,,,,,,,,,,6.15,0.45,5.25,6,,,,,,0.79,1.78
+06/02/2003,,,,,,,,,,,,,,,,3.2,-0.25,4.2,4.25,,,,,,0.66,1.37
+07/02/2003,,,,,,,,,,,,,,,,2.75,0.35,4.8,3.25,,,,,,0.59,1.03
+08/02/2003,,,,,,,,,,,,,,,,4.15,0.7,4.15,4.1,,,,,,0.52,0.85
+09/02/2003,,,,,,,,,,,,,,,,4.1,0.7,5.45,5.5,,,,,,0.47,0.81
+10/02/2003,,,,,,,,,,,,,,,,3.1,-0.4,4.1,3.2,,,,,,0.5,0.8
+11/02/2003,,,,,,,,,,,,,,,,2,-0.75,4.75,3.4,,,,,,0.49,0.78
+12/02/2003,,,,,,,,,,,,,,,,3.65,-2.7,2.7,3.25,,,,,,0.47,0.76
+13/02/2003,,,,,,,,,,,,,,,,1.7,-3.4,1.4,2,,,,,,0.46,0.76
+14/02/2003,,,,,,,,,,,,,,,,2.75,-2.6,2.95,3.35,,,,,,0.44,0.75
+15/02/2003,,,,,,,,,,,,,,,,1.05,-1.25,3.8,2.75,,,,,,0.38,0.74
+16/02/2003,,,,,,,,,,,,,,,,4.25,-3.3,3.35,2.8,,,,,,0.36,0.74
+17/02/2003,,,,,,,,,,,,,,,,4.1,-5.25,1.15,3.55,,,,,,0.44,0.74
+18/02/2003,,,,,,,,,,,,,,,,2.75,-2.6,2.4,3.45,,,,,,0.4,0.73
+19/02/2003,,,,,,,,,,,,,,,,1.5,-0.15,3.25,3.6,,,,,,0.41,0.73
+20/02/2003,,,,,,,,,,,,,,,,2.35,2.1,5.7,4.65,,,,,,0.39,0.72
+21/02/2003,,,,,,,,,,,,,,,,4.65,2.3,7.6,5.75,,,,,,0.39,0.71
+22/02/2003,,,,,,,,,,,,,,,,6.7,1.65,5.25,5.95,,,,,,0.35,0.67
+23/02/2003,,,,,,,,,,,,,,,,3.65,0.75,5.6,4.85,,,,,,0.31,0.67
+24/02/2003,,,,,,,,,,,,,,,,3.1,1.7,6.1,4.55,,,,,,0.38,0.68
+25/02/2003,,,,,,,,,,,,,,,,5.7,0,8.1,6,,,,,,0.38,0.67
+26/02/2003,,,,,,,,,,,,,,,,-1.2,4.5,7.8,6.4,,,,,,0.38,0.67
+27/02/2003,,,,,,,,,,,,,,,,6.4,3,7.7,6.95,,,,,,0.37,0.67
+28/02/2003,,,,,,,,,,,,,,,,8.8,4.15,9.9,9.65,,,,,,0.38,0.68
+01/03/2003,,,,,,,,,,,,,,,,10.25,3.7,11.05,11.85,,,,,,0.34,0.67
+02/03/2003,,,,,,,,,,,,,,,,12.05,2.5,7.5,10.45,,,,,,0.33,0.68
+03/03/2003,,,,,,,,,,,,,,,,9.3,4.85,8.3,9.85,,,,,,0.5,0.72
+04/03/2003,,,,,,,,,,,,,,,,9.2,6,9.9,10.15,,,,,,0.45,0.68
+05/03/2003,,,,,,,,,,,,,,,,9.2,6,9.5,9.8,,,,,,0.41,0.68
+06/03/2003,,,,,,,,,,,,,,,,9.15,4.75,8.65,9.95,,,,,,0.38,0.67
+07/03/2003,,,,,,,,,,,,,,,,11.65,3.7,9.55,10.5,,,,,,0.4,0.68
+08/03/2003,,,,,,,,,,,,,,,,8.3,4.25,8.25,9.7,,,,,,0.34,0.67
+09/03/2003,,,,,,,,,,,,,,,,9.4,6.95,10.55,11.4,,,,,,0.33,0.67
+10/03/2003,,,,,,,,,,,,,,,,10.15,9.4,9.5,10.55,,,,,,0.39,0.67
+11/03/2003,,,,,,,,,,,,,,,,12.1,7.05,9.7,12.65,,,,,,0.39,0.67
+12/03/2003,,,,,,,,,,,,,,,,10.75,3.9,9.35,11.2,,,,,,0.37,0.66
+13/03/2003,,,,,,,,,,,,,,,,11.65,6.85,11.75,13.15,,,,,,0.38,0.66
+14/03/2003,,,,,,,,,,,,,,,,11.75,3.3,7.6,9.65,,,,,,0.39,0.66
+15/03/2003,,,,,,,,,,,,,,,,8.4,0.65,6.3,7.6,,,,,,0.32,0.66
+16/03/2003,,,,,,,,,,,,,,,,6.45,0.85,6.95,7.95,,,,,,0.34,0.65
+17/03/2003,,,,,,,,,,,,,,,,7.55,4.2,9,10.35,,,,,,0.36,0.65
+18/03/2003,,,,,,,,,,,,,,,,8.75,6.85,11.05,10.1,,,,,,0.35,0.65
+19/03/2003,,,,,,,,,,,,,,,,9.6,5.1,10.1,9.6,,,,,,0.36,0.65
+20/03/2003,,,,,,,,,,,,,,,,8.95,6.3,11.4,10,,,,,,0.36,0.65
+21/03/2003,,,,,,,,,,,,,,,,10.6,5.3,0,12.2,,,,,,0.37,0.65
+22/03/2003,,,,,,,,,,,,,,,,10.15,5.75,0,11.35,,,,,,0.33,0.65
+23/03/2003,,,,,,,,,,,,,,,,11.2,4.15,0,10.85,,,,,,0.3,0.64
+24/03/2003,,,,,,,,,,,,,,,,8.55,7.2,0,10.15,,,,,,0.37,0.64
+25/03/2003,,,,,,,,,,,,,,,,9.8,5.7,0,10.3,,,,,,0.35,0.65
+26/03/2003,,,,,,,,,,,,,,,,9.85,5.65,0,10.5,,,,,,0.35,0.65
+27/03/2003,,,,,,,,,,,,,,,,8.85,7.5,0,9.85,,,,,,0.35,0.65
+28/03/2003,,,,,,,,,,,,,,,,9.95,7.2,0,11.95,,,,,,0.35,0.65
+29/03/2003,,,,,,,,,,,,,,,,11.65,7.5,0,12.95,,,,,,0.3,0.65
+30/03/2003,,,,,,,,,,,,,,,,11.75,10.15,0,13.1,,,,,,0.3,0.65
+31/03/2003,,,,,,,,,,,,,,,,14.25,10.6,0,15.1,,,,,,0.34,0.65
+01/04/2003,,,,,,,,,,,,,,,,15.3,9.15,0,15.9,,,,,,0.35,0.65
+02/04/2003,,,,,,,,,,,,,,,,14.3,3.4,0,12.55,,,,,,0.37,0.67
+03/04/2003,,,,,,,,,,,,,,,,12.3,0.6,0,8.25,,,,,,0.5,0.68
+04/04/2003,,,,,,,,,,,,,,,,9.4,4.2,0,11.95,,,,,,0.49,0.66
+05/04/2003,,,,,,,,,,,,,,,,10.35,5.55,0,11.05,,,,,,0.41,0.65
+06/04/2003,,,,,,,,,,,,,,,,11,3.8,0,12.6,,,,,,0.39,0.65
+07/04/2003,,,,,,,,,,,,,,,,11.45,-1,0,5.85,,,,,,0.4,0.65
+08/04/2003,,,,,,,,,,,,,,,,2.3,-0.4,0,4.6,,,,,,0.39,0.64
+09/04/2003,,,,,,,,,,,,,,,,5.15,1.95,5.9,6.35,,,,,,0.39,0.65
+10/04/2003,,,,,,,,,,,,,,,,10.2,2.7,2.85,9.35,,,,,,0.43,0.67
+11/04/2003,,,,,,,,,,,,,,,,9.9,3.65,8.15,11.6,,,,,,0.48,0.67
+12/04/2003,,,,,,,,,,,,,,,,11.05,2.6,8.6,11.05,,,,,,0.64,1.2
+13/04/2003,,,,,,,,,,,,,,,,9.7,7.15,10.9,12.95,,,,,,0.57,0.86
+14/04/2003,,,,,,,,,,,,,,,,13.05,11.05,13.1,15.3,,,,,,0.54,0.74
+15/04/2003,,,,,,,,,,,,,,,,16.65,9.05,11.65,15.05,,,,,,0.52,0.68
+16/04/2003,,,,,,,,,,,,,,,,15.25,10.4,13.85,16.1,,,,,,0.49,0.66
+17/04/2003,,,,,,,,,,,,,,,,15.75,11.5,14.6,17.15,,,,,,0.47,0.65
+18/04/2003,,,,,,,,,,,,,,,,15.15,11.1,13.85,16.2,,,,,,0.48,0.64
+19/04/2003,,,,,,,,,,,,,,,,14.65,10.45,14.1,14.7,,,,,,0.44,0.64
+20/04/2003,,,,,,,,,,,,,,,,15.05,5.9,13.2,14.2,,,,,,0.43,0.65
+21/04/2003,,,,,,,,,,,,,,,,14.5,4.85,9.85,13.5,,,,,,0.46,0.66
+22/04/2003,,,,,,,,,,,,,,,,11.3,8.85,11.9,14.55,,,,,,0.45,0.64
+23/04/2003,,,,,,,,,,,,,,,,14.75,10.6,13.2,15.7,,,,,,0.44,0.64
+24/04/2003,,,,,,,,,,,,,,,,15.55,7.7,12.2,14.85,,,,,,0.41,0.64
+25/04/2003,,,,,,,,,,,,,,,,16.25,9.7,13.85,16.6,,,,,,0.4,0.64
+26/04/2003,,,,,,,,,,,,,,,,14.95,11.5,14.8,16.85,,,,,,0.36,0.64
+27/04/2003,,,,,,,,,,,,,,,,18.35,7.6,12.85,16.7,,,,,,0.38,0.65
+28/04/2003,,,,,,,,,,,,,,,,15.35,11.85,14,17.95,,,,,,0.42,0.63
+29/04/2003,,,,,,,,,,,,,,,,16.95,13.85,15.95,18.65,,,,,,0.41,0.62
+30/04/2003,,,,,,,,,,,,,,,,19.3,12.9,16.05,19.2,,,,,,0.39,0.64
+01/05/2003,,,,,,,,,,,,,,,,19.15,14.6,13.25,21.2,,,,,,0.39,0.63
+02/05/2003,,,,,,,,,,,,,,,,21.25,12.35,17.9,20,,,,,,0.39,0.63
+03/05/2003,,,,,,,,,,,,,,,,18.4,9.5,18.55,19.65,,,,,,0.34,0.63
+04/05/2003,,,,,,,,,,,,,,,,19.35,15.9,21.25,21.8,,,,,,0.33,0.62
+05/05/2003,,,,,,,,,,,,,,,,22.1,19.3,22.8,23.5,,,,,,0.37,0.62
+06/05/2003,,,,,,,,,,,,,,,,21.9,20.05,23.05,23.6,,,,,,0.36,0.62
+07/05/2003,,,,,,,,,,,,,,,,23.25,18.5,23.15,23.25,,,,,,0.35,0.62
+08/05/2003,,,,,,,,,,,,,,,,22.8,17.55,22.35,23.2,,,,,,0.35,0.62
+09/05/2003,,,,,,,,,,,,,,,,21.15,16.35,20.2,20.3,,,,,,0.35,0.62
+10/05/2003,,,,,,,,,,,,,,,,21.1,12.6,19.05,19.15,,,,,,0.31,0.63
+11/05/2003,,,,,,,,,,,,,,,,18.25,16.7,22.15,22.75,,,,,,0.3,0.62
+12/05/2003,,,,,,,,,,,,,,,,21.3,15.25,20.25,21.1,,,,,,0.34,0.62
+13/05/2003,,,,,,,,,,,,,,,,19.35,12,18.1,19.7,,,,,,0.32,0.6
+14/05/2003,,,,,,,,,,,,,,,,19.8,9.3,16.1,18.55,,,,,,0.32,0.62
+15/05/2003,,,,,,,,,,,,,,,,16.6,10.05,16.85,18.6,,,,,,0.33,0.61
+16/05/2003,,,,,,,,,,,,,,,,15.7,12.15,16.9,18.35,,,,,,0.3,0.61
+17/05/2003,,,,,,,,,,,,,,,,16.85,12.85,17.7,18.4,,,,,,0.26,0.61
+18/05/2003,,,,,,,,,,,,,,,,20.85,11.9,17.05,20.4,,,,,,0.26,0.61
+19/05/2003,,,,,,,,,,,,,,,,17.85,9.9,16.2,18.75,,,,,,0.32,0.62
+20/05/2003,,,,,,,,,,,,,,,,18.7,8.2,16.65,18.5,,,,,,0.31,0.62
+21/05/2003,,,,,,,,,,,,,,,,16.95,9.4,16.05,18.3,,,,,,0.31,0.62
+22/05/2003,,,,,,,,,,,,,,,,15.15,11.3,16.4,17.2,,,,,,0.29,0.61
+23/05/2003,,,,,,,,,,,,,,,,16.6,14.75,18.15,18.85,,,,,,0.28,0.61
+24/05/2003,,,,,,,,,,,,,,,,19.45,16.45,20.9,20.6,,,,,,0.27,0.61
+25/05/2003,,,,,,,,,,,,,,,,20.4,15.55,20,20.55,,,,,,0.26,0.61
+26/05/2003,,,,,,,,,,,,,,,,20.3,14.45,20.1,20.9,,,,,,0.27,0.61
+27/05/2003,,,,,,,,,,,,,,,,21.3,15.95,19.45,20.7,,,,,,0.27,0.62
+28/05/2003,,,,,,,,,,,,,,,,20.45,16.4,20.7,22.85,,,,,,0.27,0.61
+29/05/2003,,,,,,,,,,,,,,,,23.5,18.2,24.15,23.75,,,,,,0.29,0.61
+30/05/2003,,,,,,,,,,,,,,,,23.9,17.05,22.6,23.65,,,,,,0.27,0.62
+31/05/2003,,,,,,,,,,,,,,,,21.75,16.45,21.5,22.45,,,,,,0.26,0.61
+01/06/2003,,,,,,,,,,,,,,,,23.1,16.7,21.4,23.05,,,,,,0.26,0.61
+02/06/2003,,,,,,,,,,,,,,,,21.8,15.2,21,21.7,,,,,,0.25,0.61
+03/06/2003,,,,,,,,,,,,,,,,21.4,16.6,21.85,23.3,,,,,,0.27,0.61
+04/06/2003,,,,,,,,,,,,,,,,22.65,18.2,23,23.95,,,,,,0.29,0.61
+05/06/2003,,,,,,,,,,,,,,,,24.2,19.75,23.6,24.95,,,,,,0.28,0.61
+06/06/2003,,,,,,,,,,,,,,,,23.95,19,22.95,23.8,,,,,,0.28,0.6
+07/06/2003,,,,,,,,,,,,,,,,23.35,21.1,22.95,24.65,,,,,,0.26,0.61
+08/06/2003,,,,,,,,,,,,,,,,24.8,20.05,24,25.2,,,,,,0.24,0.6
+09/06/2003,,,,,,,,,,,,,,,,24.55,20.1,23.8,25.65,,,,,,0.27,0.6
+10/06/2003,,,,,,,,,,,,,,,,24.05,20.9,23.8,24.95,,,,,,0.28,0.6
+11/06/2003,,,,,,,,,,,,,,,,24.9,19.7,23.3,25,,,,,,0.27,0.6
+12/06/2003,,,,,,,,,,,,,,,,25.45,22.7,25.1,26.65,,,,,,0.29,0.61
+13/06/2003,,,,,,,,,,,,,,,,27.25,24.4,24.75,26.8,,,,,,0.26,0.61
+14/06/2003,,,,,,,,,,,,,,,,26.45,24.55,25.45,26.8,,,,,,0.24,0.61
+15/06/2003,,,,,,,,,,,,,,,,27.75,22.1,25.1,27.15,,,,,,0.24,0.61
+16/06/2003,,,,,,,,,,,,,,,,27.4,20.35,25.3,27.5,,,,,,0.26,0.61
+17/06/2003,,,,,,,,,,,,,,,,26.25,19.35,23.85,26.05,,,,,,0.24,0.61
+18/06/2003,,,,,,,,,,,,,,,,26.15,17.6,21.55,25.3,,,,,,0.29,0.61
+19/06/2003,,,,,,,,,,,,,,,,25.15,19.15,21.9,27,,,,,,0.28,0.61
+20/06/2003,,,,,,,,,,,,,,,,25.05,18.7,22.4,25.7,,,,,,0.27,0.6
+21/06/2003,,,,,,,,,,,,,,,,25.35,20.15,23.6,26,,,,,,0.24,0.6
+22/06/2003,,,,,,,,,,,,,,,,25,21.25,24.8,26.05,,,,,,0.23,0.6
+23/06/2003,,,,,,,,,,,,,,,,25.3,19.7,24.1,25.55,,,,,,0.24,0.6
+24/06/2003,,,,,,,,,,,,,,,,26.2,21.05,25.45,26.85,,,,,,0.25,0.6
+25/06/2003,,,,,,,,,,,,,,,,26.55,19.55,25.3,26.85,,,,,,0.23,0.6
+26/06/2003,,,,,,,,,,,,,,,,25.85,18.6,24.05,26.45,,,,,,0.24,0.6
+27/06/2003,,,,,,,,,,,,,,,,28,19.65,25.25,27.8,,,,,,0.24,0.6
+28/06/2003,,,,,,,,,,,,,,,,27.1,19.45,25.15,26.9,,,,,,0.24,0.6
+29/06/2003,,,,,,,,,,,,,,,,25.7,17.8,23.25,25.55,,,,,,0.24,0.6
+30/06/2003,,,,,,,,,,,,,,,,24.8,19.5,24,25.9,,,,,,0.24,0.6
+01/07/2003,,,,,,,,,,,,,,,,27,18.5,23.95,26.8,,,,,,0.23,0.6
+02/07/2003,,,,,,,,,,,,,,,,27,13.75,20.65,23.85,,,,,,0.23,0.6
+03/07/2003,,,,,,,,,,,,,,,,23.45,15.3,21.25,23.65,,,,,,0.22,0.59
+04/07/2003,,,,,,,,,,,,,,,,22.15,11.65,20.1,21.55,,,,,,0.22,0.59
+05/07/2003,,,,,,,,,,,,,,,,20.35,16.15,19.65,21.7,,,,,,0.21,0.58
+06/07/2003,,,,,,,,,,,,,,,,21.95,16.35,21.25,23,,,,,,0.21,0.58
+07/07/2003,,,,,,,,,,,,,,,,22.3,18,21.9,23.35,,,,,,0.21,0.58
+08/07/2003,,,,,,,,,,,,,,,,23.1,21.55,22.95,24.4,,,,,,0.21,0.58
+09/07/2003,,,,,,,,,,,,,,,,23.85,19.65,23.25,24.5,,,,,,0.21,0.59
+10/07/2003,,,,,,,,,,,,,,,,24.75,19.5,24.5,26.1,,,,,,0.21,0.59
+11/07/2003,,,,,,,,,,,,,,,,25.5,19.25,23.55,25,,,,,,0.21,0.59
+12/07/2003,,,,,,,,,,,,,,,,25.45,20.6,25,26.45,,,,,,0.21,0.59
+13/07/2003,,,,,,,,,,,,,,,,26.25,19.65,24.2,25.7,,,,,,0.21,0.59
+14/07/2003,,,,,,,,,,,,,,,,26.4,20.45,25.4,27.35,,,,,,0.21,0.59
+15/07/2003,,,,,,,,,,,,,,,,26.6,20.45,25.8,26.8,,,,,,0.22,0.59
+16/07/2003,,,,,,,,,,,,,,,,27.15,21.7,26.65,28,,,,,,0.22,0.59
+17/07/2003,,,,,,,,,,,,,,,,28.8,19,24.15,27.4,,,,,,0.21,0.59
+18/07/2003,,,,,,,,,,,,,,,,25,18.8,23.75,25.05,,,,,,0.22,0.59
+19/07/2003,,,,,,,,,,,,,,,,24.7,22.35,26.15,28.4,,,,,,0.22,0.58
+20/07/2003,,,,,,,,,,,,,,,,27.75,23.4,26.75,28.25,,,,,,0.21,0.58
+21/07/2003,,,,,,,,,,,,,,,,27.75,24.05,26.3,28.45,,,,,,0.21,0.58
+22/07/2003,,,,,,,,,,,,,,,,27.2,23.65,27.15,28.2,,,,,,0.21,0.58
+23/07/2003,,,,,,,,,,,,,,,,28.8,22.25,26.5,27.7,,,,,,0.21,0.58
+24/07/2003,,,,,,,,,,,,,,,,28.5,20.9,26,28.3,,,,,,0.22,0.59
+25/07/2003,,,,,,,,,,,,,,,,27.15,19.45,24.95,27.8,,,,,,0.21,0.59
+26/07/2003,,,,,,,,,,,,,,,,25.95,17.9,24.45,26.45,,,,,,0.21,0.59
+27/07/2003,,,,,,,,,,,,,,,,25.3,23.95,26.45,28.35,,,,,,0.21,0.58
+28/07/2003,,,,,,,,,,,,,,,,28.5,20,24.55,27.3,,,,,,0.21,0.58
+29/07/2003,,,,,,,,,,,,,,,,25.9,21.1,24.55,26.35,,,,,,0.21,0.59
+30/07/2003,,,,,,,,,,,,,,,,26.8,19.4,24.95,26.1,,,,,,0.21,0.58
+31/07/2003,,,,,,,,,,,,,,,,26.95,15.1,20.8,21.8,,,,,,0.22,0.59
+01/08/2003,,,,,,,,,,,,,,,,21.4,18.8,21.95,24.25,,,,,,0.22,0.58
+02/08/2003,,,,,,,,,,,,,,,,25.35,22.35,24.8,27.25,,,,,,0.21,0.58
+03/08/2003,,,,,,,,,,,,,,,,28.15,25.15,28.2,28.65,,,,,,0.21,0.58
+04/08/2003,,,,,,,,,,,,,,,,28.95,24.7,29.3,29.1,,,,,,0.21,0.57
+05/08/2003,,,,,,,,,,,,,,,,29.7,26.9,30.75,30.45,,,,,,0.21,0.58
+06/08/2003,,,,,,,,,,,,,,,,31,26.9,30.05,31.05,,,,,,0.21,0.58
+07/08/2003,,,,,,,,,,,,,,,,30.65,26.65,30.6,30.75,,,,,,0.21,0.59
+08/08/2003,,,,,,,,,,,,,,,,29.9,25.5,27.75,28.8,,,,,,0.22,0.59
+09/08/2003,,,,,,,,,,,,,,,,28.6,25.2,28,28.8,,,,,,0.21,0.58
+10/08/2003,,,,,,,,,,,,,,,,28.9,26.15,27.1,28,,,,,,0.21,0.58
+11/08/2003,,,,,,,,,,,,,,,,29.25,23.6,25.95,27.95,,,,,,0.2,0.59
+12/08/2003,,,,,,,,,,,,,,,,29.15,24.25,27.05,29.6,,,,,,0.21,0.6
+13/08/2003,,,,,,,,,,,,,,,,28.5,24.35,27.55,28.6,,,,,,0.21,0.59
+14/08/2003,,,,,,,,,,,,,,,,29.45,21.95,26.25,28.45,,,,,,0.21,0.59
+15/08/2003,,,,,,,,,,,,,,,,28.65,20.2,26.3,28.3,,,,,,0.21,0.59
+16/08/2003,,,,,,,,,,,,,,,,27.5,23.35,27.25,28.55,,,,,,0.21,0.58
+17/08/2003,,,,,,,,,,,,,,,,27.9,24.7,27.3,27.95,,,,,,0.21,0.58
+18/08/2003,,,,,,,,,,,,,,,,29.2,23.5,27.85,28.8,,,,,,0.21,0.58
+19/08/2003,,,,,,,,,,,,,,,,29.1,22.85,27.05,27.65,,,,,,0.2,0.58
+20/08/2003,,,,,,,,,,,,,,,,27.55,23.25,27.15,27.65,,,,,,0.2,0.58
+21/08/2003,,,,,,,,,,,,,,,,28.35,21.6,26.5,27.75,,,,,,0.2,0.58
+22/08/2003,,,,,,,,,,,,,,,,27.95,19.55,25.5,26.95,,,,,,0.2,0.58
+23/08/2003,,,,,,,,,,,,,,,,27.1,18.5,25.3,27,,,,,,0.2,0.59
+24/08/2003,,,,,,,,,,,,,,,,26.6,21.95,25.75,27.3,,,,,,0.2,0.58
+25/08/2003,,,,,,,,,,,,,,,,26.65,21.4,26.25,27.5,,,,,,0.2,0.58
+26/08/2003,,,,,,,,,,,,,,,,26.85,19.95,24.3,26,,,,,,0.2,0.59
+27/08/2003,,,,,,,,,,,,,,,,25.75,17.95,24.9,26.3,,,,,,0.2,0.59
+28/08/2003,,,,,,,,,,,,,,,,27.55,19.7,25,27.45,,,,,,0.21,0.59
+29/08/2003,,,,,,,,,,,,,,,,28.15,18.95,24.15,27.25,,,,,,0.21,0.6
+30/08/2003,,,,,,,,,,,,,,,,28.7,19.6,26.75,28.8,,,,,,0.2,
+31/08/2003,,,,,,,,,,,,,,,,28.7,15,21.7,24.05,,,,,,0.2,
+01/09/2003,,,,,,,,,,,,,,,,22.9,14.9,20.4,21.5,,,,,,0.18,
+02/09/2003,,,,,,,,,,,,,,,,23.4,15.85,21.15,22.1,,,,,,0.16,
+03/09/2003,,,,,,,,,,,,,,,,21.8,15.05,18.6,21.1,,,,,,0.15,
+04/09/2003,,,,,,,,,,,,,,,,19.6,15.25,18.8,20.75,,,,,,0.15,
+05/09/2003,,,,,,,,,,,,,,,,18.15,16.05,20.05,19.55,,,,,,0.15,
+06/09/2003,,,,,,,,,,,,,,,,23.05,15.75,22.25,23.5,,,,,,0.15,
+07/09/2003,,,,,,,,,,,,,,,,22.4,16.15,22.55,22.5,,,,,,0.15,
+08/09/2003,,,,,,,,,,,,,,,,24.45,13.55,20.5,22.6,,,,,,0.16,
+09/09/2003,,,,,,,,,,,,,,,,21.9,11.05,14.85,17.7,,,,,,0.17,
+10/09/2003,,,,,,,,,,,,,,,,17.05,13.75,18.95,21.2,,,,,,0.16,
+11/09/2003,,,,,,,,,,,,,,,,20.55,15.35,18.6,20.9,,,,,,0.16,
+12/09/2003,,,,,,,,,,,,,,,,20.4,15.3,18.9,20.95,,,,,,0.15,
+13/09/2003,,,,,,,,,,,,,,,,19.3,15.35,18.2,19.6,,,,,,0.15,
+14/09/2003,,,,,,,,,,,,,,,,21.9,12.25,16.95,19.6,,,,,,0.15,
+15/09/2003,,,,,,,,,,,,,,,,18.75,13,17.7,19.45,,,,,,0.15,
+16/09/2003,,,,,,,,,,,,,,,,18.35,16.45,19.95,20.25,,,,,,0.15,
+17/09/2003,,,,,,,,,,,,,,,,18.55,18.5,20.9,20.2,,,,,,0.15,
+18/09/2003,,,,,,,,,,,,,,,,19.6,18.2,20.9,20.25,,,,,,0.17,
+19/09/2003,,,,,,,,,,,,,,,,20.85,19.5,21.85,21.75,,,,,,0.2,
+20/09/2003,,,,,,,,,,,,,,,,21.95,19.35,21.25,21.15,,,,,,0.17,
+21/09/2003,,,,,,,,,,,,,,,,21.65,18.35,20.5,20.95,,,,,,0.15,
+22/09/2003,,,,,,,,,,,,,,,,20.7,16.4,20.25,20.55,,,,,,0.15,
+23/09/2003,,,,,,,,,,,,,,,,22.1,12.8,19.2,21.05,,,,,,0.17,
+24/09/2003,,,,,,,,,,,,,,,,21.25,13.9,19.85,22.15,,,,,,0.28,0.61
+25/09/2003,,,,,,,,,,,,,,,,21.25,12.95,17.05,18.25,,,,,,0.22,0.6
+26/09/2003,,,,,,,,,,,,,,,,15.55,13,16.55,16.95,,,,,,0.16,0.59
+27/09/2003,,,,,,,,,,,,,,,,16.75,12.45,16.7,17.05,,,,,,0.16,0.6
+28/09/2003,,,,,,,,,,,,,,,,19.45,13.55,18.4,18.75,,,,,,0.25,0.61
+29/09/2003,,,,,,,,,,,,,,,,19.45,12.6,16.8,18.95,,,,,,0.23,0.63
+30/09/2003,,,,,,,,,,,,,,,,18.85,14.5,18.35,20,,,,,,0.2,0.61
+01/10/2003,,,,,,,,,,,,,,,,19.3,14.35,15.6,18.7,,,,,,0.22,0.61
+02/10/2003,,,,,,,,,,,,,,,,21,15.3,20.25,22.5,,,,,,0.2,0.61
+03/10/2003,,,,,,,,,,,,,,,,22.55,17.35,19.65,22.3,,,,,,0.22,0.62
+04/10/2003,,,,,,,,,,,,,,,,24.45,13.55,16.85,21.3,,,,,,0.19,0.61
+05/10/2003,,,,,,,,,,,,,,,,21.3,8.6,12.4,16.05,,,,,,0.24,0.61
+06/10/2003,,,,,,,,,,,,,,,,12.15,9.85,13.45,14.7,,,,,,0.27,0.6
+07/10/2003,,,,,,,,,,,,,,,,15.8,10.6,12.5,14.8,,,,,,0.27,0.61
+08/10/2003,,,,,,,,,,,,,,,,17.1,15.3,16.1,17.3,,,,,,0.2,0.6
+09/10/2003,,,,,,,,,,,,,,,,15.4,13.4,14.15,15.85,,,,,,0.17,0.6
+10/10/2003,,,,,,,,,,,,,,,,16.45,14.8,16.9,17.35,,,,,,0.23,0.62
+11/10/2003,,,,,,,,,,,,,,,,18.75,15.3,17.4,18.9,,,,,,0.19,0.63
+12/10/2003,,,,,,,,,,,,,,,,18.3,15.85,17.6,18.65,,,,,,0.18,0.62
+13/10/2003,,,,,,,,,,,,,,,,18.75,15.9,18.65,19.9,,,,,,0.21,0.61
+14/10/2003,,,,,,,,,,,,,,,,18.6,15.7,18.4,18.3,,,,,,0.19,0.61
+15/10/2003,,,,,,,,,,,,,,,,20.25,10.1,11.9,13.6,,,,,,0.19,0.6
+16/10/2003,,,,,,,,,,,,,,,,14.15,10.2,10.45,12.4,,,,,,0.2,0.59
+17/10/2003,,,,,,,,,,,,,,,,13.6,8.55,9.6,10.25,,,,,,0.2,0.6
+18/10/2003,,,,,,,,,,,,,,,,11.9,6,7.25,8.4,,,,,,0.19,0.61
+19/10/2003,,,,,,,,,,,,,,,,10.15,10.1,13.05,14.25,,,,,,0.17,0.6
+20/10/2003,,,,,,,,,,,,,,,,14.8,7.65,13.6,16.25,,,,,,0.34,0.64
+21/10/2003,,,,,,,,,,,,,,,,18,11.9,13.8,16.4,,,,,,0.41,0.62
+22/10/2003,,,,,,,,,,,,,,,,15.45,9.85,10.7,13.5,,,,,,0.32,0.61
+23/10/2003,,,,,,,,,,,,,,,,12.85,8.4,10.2,12.25,,,,,,0.29,0.62
+24/10/2003,,,,,,,,,,,,,,,,14.05,7.9,8.95,10.8,,,,,,0.37,0.62
+25/10/2003,,,,,,,,,,,,,,,,9.95,7.8,8.75,9.15,,,,,,0.31,0.6
+26/10/2003,,,,,,,,,,,,,,,,7.75,6.65,7.6,7.3,,,,,,0.27,0.61
+27/10/2003,,,,,,,,,,,,,,,,9.25,7.05,9,9.6,,,,,,0.32,0.62
+28/10/2003,,,,,,,,,,,,,,,,7.5,6.75,6.5,7.1,,,,,,0.29,0.61
+29/10/2003,,,,,,,,,,,,,,,,10.5,9.05,8.35,10.35,,,,,,0.37,0.64
+30/10/2003,,,,,,,,,,,,,,,,11.4,7.9,10.35,12.1,,,,,,0.51,0.73
+31/10/2003,,,,,,,,,,,,,,,,13.4,11.15,12.35,14.7,,,,,,0.77,1.87
+01/11/2003,,,,,,,,,,,,,,,,15.65,10.7,11.8,15,,,,,,1.33,3.5
+02/11/2003,,,,,,,,,,,,,,,,12.45,9.3,11.4,12.65,,,,,,0.93,2.31
+03/11/2003,,,,,,,,,,,,,,,,12.3,9.45,12.4,12.8,,,,,,0.67,1.23
+04/11/2003,,,,,,,,,,,,,,,,12.3,11,13.1,12.3,,,,,,0.56,0.64
+05/11/2003,,,,,,,,,,,,,,,,12.2,12.15,13.45,12.85,,,,,,0.54,0.52
+06/11/2003,,,,,,,,,,,,,,,,12.8,9.85,11.55,11.05,,,,,,0.44,0.41
+07/11/2003,,,,,,,,,,,,,,,,12.1,4.9,8.25,9.7,,,,,,0.45,0.41
+08/11/2003,,,,,,,,,,,,,,,,10.35,8.2,8.7,10.3,,,,,,0.69,1.35
+09/11/2003,,,,,,,,,,,,,,,,12.65,13.6,15.9,15.3,,,,,,0.93,2.13
+10/11/2003,,,,,,,,,,,,,,,,14.5,12.6,14.45,14.25,,,,,,0.66,1.23
+11/11/2003,,,,,,,,,,,,,,,,14.85,7.75,10.35,10.7,,,,,,0.6,0.85
+12/11/2003,,,,,,,,,,,,,,,,11,6,9.1,8.95,,,,,,0.56,0.54
+13/11/2003,,,,,,,,,,,,,,,,10.5,6.8,9.5,9.05,,,,,,0.49,0.43
+14/11/2003,,,,,,,,,,,,,,,,8.95,7,8.4,8,,,,,,0.45,0.41
+15/11/2003,,,,,,,,,,,,,,,,10.7,8.8,10.2,11.2,,,,,,0.39,0.41
+16/11/2003,,,,,,,,,,,,,,,,12.8,10,10.05,11.7,,,,,,0.46,0.42
+17/11/2003,,,,,,,,,,,,,,,,14.9,12.2,10.6,13.5,,,,,,0.8,1.69
+18/11/2003,,,,,,,,,,,,,,,,14.7,12.1,13.95,14.3,,,,,,0.78,1.7
+19/11/2003,,,,,,,,,,,,,,,,16.3,13.6,13.7,12.7,,,,,,0.64,1.12
+20/11/2003,,,,,,,,,,,,,,,,14.05,11.45,11.2,12.1,,,,,,0.59,0.8
+21/11/2003,,,,,,,,,,,,,,,,14.4,11.7,10.05,11.55,,,,,,0.54,0.49
+22/11/2003,,,,,,,,,,,,,,,,12,12.3,12.95,12.1,,,,,,0.47,0.41
+23/11/2003,,,,,,,,,,,,,,,,15.65,11.7,13,14.35,,,,,,0.43,0.41
+24/11/2003,,,,,,,,,,,,,,,,16.75,10.3,12.05,14.05,,,,,,0.47,0.41
+25/11/2003,,,,,,,,,,,,,,,,16.4,8.95,12.95,13.65,,,,,,0.55,0.53
+26/11/2003,,,,,,,,,,,,,,,,16.8,8.4,12.55,12.5,,,,,,0.62,0.83
+27/11/2003,,,,,,,,,,,,,,,,15.65,6.5,9.8,12,,,,,,0.99,2.37
+28/11/2003,,,,,,,,,,,,,,,,13.35,4.45,8.3,8.55,,,,,,1.38,3.25
+29/11/2003,,,,,,,,,,,,,,,,9.85,4.6,8.4,6.35,,,,,,0.93,2.08
+30/11/2003,,,,,,,,,,,,,,,,8.8,6.15,3.45,4.25,,,,,,0.73,1.4
+01/12/2003,,,,,,,,,,,,,,,,8.2,0,6.75,8.15,,,,,,0.7,1.26
+02/12/2003,,,,,,,,,,,,,,,,13.85,0,9.95,11.4,,,,,,0.71,1.3
+03/12/2003,,,,,,,,,,,,,,,,17.6,0,13.6,13.95,,,,,,0.67,1.16
+04/12/2003,,,,,,,,,,,,,,,,18.45,0,9.5,9.9,,,,,,0.65,1.06
+05/12/2003,,,,,,,,,,,,,,,,15.5,0,11.75,12,,,,,,0.64,0.98
+06/12/2003,,,,,,,,,,,,,,,,18,0,10.45,13.4,,,,,,0.56,0.52
+07/12/2003,,,,,,,,,,,,,,,,17.15,0,4.9,7,,,,,,0.48,0.4
+08/12/2003,,,,,,,,,,,,,,,,8.4,0,4.25,4.95,,,,,,0.48,0.41
+09/12/2003,,,,,,,,,,,,,,,,7.25,0,-1.15,3.05,,,,,,0.52,0.48
+10/12/2003,,,,,,,,,,,,,,,,8.2,0,5.9,7.3,,,,,,0.5,0.44
+11/12/2003,,,,,,,,,,,,,,,,11.95,0,7.35,8.8,,,,,,0.46,0.4
+12/12/2003,,,,,,,,,,,,,,,,11,0,10.85,9.85,,,,,,0.49,0.38
+13/12/2003,,,,,,,,,,,,,,,,14.65,0,11.05,9,,,,,,0.41,0.36
+14/12/2003,,,,,,,,,,,,,,,,13.85,0,5.85,5.8,,,,,,0.41,0.35
+15/12/2003,,,,,,,,,,,,,,,,8.35,0,8.7,7,,,,,,0.45,0.33
+16/12/2003,,,,,,,,,,,,,,,,9.45,0,6.2,5.35,,,,,,0.41,0.32
+17/12/2003,,,,,,,,,,,,,,,,7.15,0,4.65,3.45,,,,,,0.39,0.33
+18/12/2003,,,,,,,,,,,,,,,,7.3,0,5,5.5,,,,,,0.39,0.33
+19/12/2003,,,,,,,,,,,,,,,,7.9,0,5.45,5.75,,,,,,0.37,0.33
+20/12/2003,,,,,,,,,,,,,,,,8.25,0,9.35,8.3,,,,,,0.34,0.32
+21/12/2003,,,,,,,,,,,,,,,,12,0,8.35,9.6,,,,,,0.49,0.73
+22/12/2003,,,,,,,,,,,,,,,,12.65,0,5.55,7.1,,,,,,0.87,1.84
+23/12/2003,,,,,,,,,,,,,,,,8.5,0,2.05,3.6,,,,,,0.65,1.11
+24/12/2003,,,,,,,,,,,,,,,,7.05,0,2.95,2.85,,,,,,0.57,0.68
+25/12/2003,,,,,,,,,,,,,,,,2.6,0,2.05,2.75,,,,,,0.49,0.45
+26/12/2003,,,,,,,,,,,,,,,,4.3,0,3.8,2.9,,,,,,0.45,0.39
+27/12/2003,,,,,,,,,,,,,,,,6.25,0,3.1,3.75,,,,,,0.46,0.38
+28/12/2003,,,,,,,,,,,,,,,,7.8,0,6.45,7.35,,,,,,0.43,0.39
+29/12/2003,,,,,,,,,,,,,,,,10.75,0,7.7,8.9,,,,,,1.07,2.4
+30/12/2003,,,,,,,,,,,,,,,,12.95,0,9.2,10.35,,,,,,1.04,2.37
+31/12/2003,,,,,,,,,,,,,,,,0,0,8.55,8.8,,,,,,0.86,1.87
+01/01/2004,,,,,,,,,,,,,,,,0,3.5,7.65,7.55,,,,,,0.62,1.43
+02/01/2004,,,,,,,,,,,,,,,,12.6,3.2,6.1,5.95,,,,,,0.59,1.29
+03/01/2004,,,,,,,,,,,,,,,,9.2,3.4,4.75,4.95,,,,,,0.5,0.88
+04/01/2004,,,,,,,,,,,,,,,,6.4,2.05,2.7,2.45,,,,,,0.44,0.62
+05/01/2004,,,,,,,,,,,,,,,,4.05,3.4,2.45,1.35,,,,,,0.42,0.5
+06/01/2004,,,,,,,,,,,,,,,,5,5.55,4.45,3.15,,,,,,0.39,0.48
+07/01/2004,,,,,,,,,,,,,,,,7.65,5.15,5.2,4.8,,,,,,0.38,0.42
+08/01/2004,,,,,,,,,,,,,,,,9.2,5.65,6.35,7.05,,,,,,0.4,0.41
+09/01/2004,,,,,,,,,,,,,,,,11,7,5.2,7.75,,,,,,0.39,0.44
+10/01/2004,,,,,,,,,,,,,,,,11,9.45,5.7,5.15,,,,,,0.32,0.41
+11/01/2004,,,,,,,,,,,,,,,,10.1,8.7,5.4,4.55,,,,,,0.31,0.4
+12/01/2004,,,,,,,,,,,,,,,,10.9,9.65,8.05,9.3,,,,,,0.35,0.41
+13/01/2004,,,,,,,,,,,,,,,,15.85,11.05,10.85,12.65,,,,,,0.37,0.43
+14/01/2004,,,,,,,,,,,,,,,,19.8,9.5,11.75,13.95,,,,,,0.35,0.41
+15/01/2004,,,,,,,,,,,,,,,,18,8,8.35,9.6,,,,,,0.33,0.39
+16/01/2004,,,,,,,,,,,,,,,,10.15,6.7,3.95,4.2,,,,,,0.36,0.39
+17/01/2004,,,,,,,,,,,,,,,,10.4,7.8,9.4,10.95,,,,,,0.84,2.04
+18/01/2004,,,,,,,,,,,,,,,,14.6,5.05,7.5,8.45,,,,,,0.98,2.48
+19/01/2004,,,,,,,,,,,,,,,,10.75,5.85,7.45,6.45,,,,,,0.78,1.93
+20/01/2004,,,,,,,,,,,,,,,,7.7,4.35,5.65,5.1,,,,,,0.64,1.41
+21/01/2004,,,,,,,,,,,,,,,,6.8,5.65,5.5,5.6,,,,,,0.57,1.15
+22/01/2004,,,,,,,,,,,,,,,,7.65,4.15,3.05,3.85,,,,,,0.5,0.78
+23/01/2004,,,,,,,,,,,,,,,,6.05,2.4,1.7,2.7,,,,,,0.47,0.65
+24/01/2004,,,,,,,,,,,,,,,,2.5,4.4,2.25,1.8,,,,,,0.41,0.49
+25/01/2004,,,,,,,,,,,,,,,,3.95,3.65,1.65,1.25,,,,,,0.38,0.4
+26/01/2004,,,,,,,,,,,,,,,,1.85,4.4,1.3,1,,,,,,0.39,0.4
+27/01/2004,,,,,,,,,,,,,,,,3.7,5.25,2.8,4,,,,,,0.4,0.44
+28/01/2004,,,,,,,,,,,,,,,,5.55,5.25,5.45,5.5,,,,,,0.37,0.39
+29/01/2004,,,,,,,,,,,,,,,,6.05,2.7,1,0.4,,,,,,0.36,0.37
+30/01/2004,,,,,,,,,,,,,,,,1.5,3.1,2.8,2.6,,,,,,0.34,0.35
+31/01/2004,,,,,,,,,,,,,,,,5.9,5.05,3.35,3.4,,,,,,0.28,0.35
+01/02/2004,,,,,,,,,,,,,,,,6.65,6.2,4.45,5.45,,,,,,0.28,0.35
+02/02/2004,,,,,,,,,,,,,,,,8.8,7.5,8.45,9.6,,,,,,0.32,0.34
+03/02/2004,,,,,,,,,,,,,,,,12.5,8.85,2.5,9.6,,,,,,0.32,0.34
+04/02/2004,,,,,,,,,,,,,,,,12.35,10.05,7.85,9.8,,,,,,0.32,0.34
+05/02/2004,,,,,,,,,,,,,,,,12.6,6.35,8.95,10.15,,,,,,0.34,0.33
+06/02/2004,,,,,,,,,,,,,,,,12.1,7.65,9.3,11.1,,,,,,0.33,0.33
+07/02/2004,,,,,,,,,,,,,,,,13.55,7.9,4,10.85,,,,,,0.29,0.34
+08/02/2004,,,,,,,,,,,,,,,,12.75,7.45,8.7,10.5,,,,,,0.32,0.35
+09/02/2004,,,,,,,,,,,,,,,,13.15,7.95,10,10.65,,,,,,0.32,0.34
+10/02/2004,,,,,,,,,,,,,,,,10.65,8.55,9.05,8.6,,,,,,0.33,0.32
+11/02/2004,,,,,,,,,,,,,,,,10.9,5.85,7.25,6.95,,,,,,0.33,0.33
+12/02/2004,,,,,,,,,,,,,,,,9.15,6.35,6.95,6.8,,,,,,0.33,0.32
+13/02/2004,,,,,,,,,,,,,,,,10.25,4.8,6.15,6.25,,,,,,0.31,0.31
+14/02/2004,,,,,,,,,,,,,,,,8.25,5.4,5.65,6.25,,,,,,0.26,0.32
+15/02/2004,,,,,,,,,,,,,,,,9.35,7.85,9.15,10.75,,,,,,0.24,0.32
+16/02/2004,,,,,,,,,,,,,,,,12.95,8.65,10.45,9.85,,,,,,0.29,0.32
+17/02/2004,,,,,,,,,,,,,,,,10.9,6.9,8.05,8.3,,,,,,0.29,0.31
+18/02/2004,,,,,,,,,,,,,,,,9.45,5.1,3.7,3.65,,,,,,0.31,0.33
+19/02/2004,,,,,,,,,,,,,,,,7.95,3.1,3.95,5.4,,,,,,0.4,0.45
+20/02/2004,,,,,,,,,,,,,,,,9.15,4.5,7.7,9.55,,,,,,0.38,0.38
+21/02/2004,,,,,,,,,,,,,,,,12.1,7.35,8,10.1,,,,,,0.39,0.39
+22/02/2004,,,,,,,,,,,,,,,,14.1,10,10.6,11.8,,,,,,0.77,1.88
+23/02/2004,,,,,,,,,,,,,,,,15.7,6.75,9.95,11.6,,,,,,1.21,3.15
+24/02/2004,,,,,,,,,,,,,,,,13.1,3.85,5.65,6.65,,,,,,1.04,2.59
+25/02/2004,,,,,,,,,,,,,,,,6.45,2.85,2.5,3.7,,,,,,0.75,1.76
+26/02/2004,,,,,,,,,,,,,,,,6.9,4.7,5.05,6.35,,,,,,0.65,1.36
+27/02/2004,,,,,,,,,,,,,,,,9.15,2.25,5.85,7.35,,,,,,0.62,1.29
+28/02/2004,,,,,,,,,,,,,,,,9.75,0.75,2.4,4.3,,,,,,0.59,1.1
+29/02/2004,,,,,,,,,,,,,,,,4.75,0.35,3.4,4.55,,,,,,0.54,0.88
+01/03/2004,,,,,,,,,,,,,,,,5.5,0.95,3.15,4.5,,,,,,0.5,0.69
+02/03/2004,,,,,,,,,,,,,,,,5.7,1.95,-1.8,4,,,,,,0.49,0.64
+03/03/2004,,,,,,,,,,,,,,,,3.75,3.8,5.8,5.35,,,,,,0.42,0.36
+04/03/2004,,,,,,,,,,,,,,,,7.4,6.6,7.4,6.85,,,,,,0.42,0.37
+05/03/2004,,,,,,,,,,,,,,,,11.6,7.05,9.2,10.2,,,,,,0.43,0.35
+06/03/2004,,,,,,,,,,,,,,,,12.75,3.8,5.1,6.55,,,,,,0.44,0.36
+07/03/2004,,,,,,,,,,,,,,,,7.5,3.15,5.85,7.1,,,,,,0.63,1.21
+08/03/2004,,,,,,,,,,,,,,,,7.3,2.45,5.6,7,,,,,,0.57,1.03
+09/03/2004,,,,,,,,,,,,,,,,7.7,2.65,6.3,8.15,,,,,,0.5,0.74
+10/03/2004,,,,,,,,,,,,,,,,8.4,4.55,5.65,7.2,,,,,,0.51,0.71
+11/03/2004,,,,,,,,,,,,,,,,10.25,3.75,4.25,5.4,,,,,,0.7,1.39
+12/03/2004,,,,,,,,,,,,,,,,6.1,5.45,7,6.5,,,,,,0.62,1.21
+13/03/2004,,,,,,,,,,,,,,,,10.1,6.8,8.7,8.5,,,,,,0.55,0.94
+14/03/2004,,,,,,,,,,,,,,,,13.95,9.85,13.1,13.35,,,,,,0.53,0.85
+15/03/2004,,,,,,,,,,,,,,,,14.9,12.05,12.95,13.9,,,,,,0.56,1.05
+16/03/2004,,,,,,,,,,,,,,,,14.75,15.2,13.75,14.2,,,,,,0.56,1.06
+17/03/2004,,,,,,,,,,,,,,,,15.8,16.15,14.45,14.85,,,,,,0.56,1.07
+18/03/2004,,,,,,,,,,,,,,,,16.55,14.65,12.2,13.75,,,,,,0.58,1.13
+19/03/2004,,,,,,,,,,,,,,,,18,9.65,9.85,12.3,,,,,,0.57,1.08
+20/03/2004,,,,,,,,,,,,,,,,14.55,8.1,10.85,13.2,,,,,,0.54,0.91
+21/03/2004,,,,,,,,,,,,,,,,15.55,8.8,11.35,13.85,,,,,,0.51,0.76
+22/03/2004,,,,,,,,,,,,,,,,16.9,8,11.85,14.05,,,,,,0.54,0.94
+23/03/2004,,,,,,,,,,,,,,,,14.55,5.5,6.7,7.85,,,,,,0.54,0.89
+24/03/2004,,,,,,,,,,,,,,,,9.2,4.95,7.45,9.35,,,,,,0.52,0.82
+25/03/2004,,,,,,,,,,,,,,,,11.85,4.3,7,8.7,,,,,,0.51,0.75
+26/03/2004,,,,,,,,,,,,,,,,9.75,5.9,7.65,8.65,,,,,,0.49,0.64
+27/03/2004,,,,,,,,,,,,,,,,11.9,6.9,9.35,10.45,,,,,,0.45,0.38
+28/03/2004,,,,,,,,,,,,,,,,10.7,10.6,10.45,10.45,,,,,,0.42,0.32
+29/03/2004,,,,,,,,,,,,,,,,12,11.7,11.15,11.5,,,,,,0.41,0.32
+30/03/2004,,,,,,,,,,,,,,,,13.65,12,10.4,12,,,,,,0.4,0.31
+31/03/2004,,,,,,,,,,,,,,,,15.2,12.5,11.8,12.5,,,,,,0.38,0.3
+01/04/2004,,,,,,,,,,,,,,,,11.6,12.35,11.6,12.3,,,,,,0.38,0.32
+02/04/2004,,,,,,,,,,,,,,,,14.5,13.45,12.8,14.2,,,,,,0.38,0.32
+03/04/2004,,,,,,,,,,,,,,,,16.8,13.5,13.1,14.85,,,,,,0.32,0.29
+04/04/2004,,,,,,,,,,,,,,,,17.55,12.25,12.65,15.15,,,,,,0.33,0.29
+05/04/2004,,,,,,,,,,,,,,,,16.65,9.9,9.55,12.75,,,,,,0.38,0.29
+06/04/2004,,,,,,,,,,,,,,,,15.8,8.35,10.4,13.05,,,,,,0.39,0.29
+07/04/2004,,,,,,,,,,,,,,,,15.95,7.3,10.1,12.45,,,,,,0.37,0.29
+08/04/2004,,,,,,,,,,,,,,,,11.75,9.6,10,11.95,,,,,,0.38,0.33
+09/04/2004,,,,,,,,,,,,,,,,14.8,7.55,7.15,8.95,,,,,,0.38,0.34
+10/04/2004,,,,,,,,,,,,,,,,9.5,7.45,8.9,11.45,,,,,,0.33,0.28
+11/04/2004,,,,,,,,,,,,,,,,12.15,10.7,10.9,11.9,,,,,,0.29,0.27
+12/04/2004,,,,,,,,,,,,,,,,17.4,7.55,8.3,10.25,,,,,,0.3,0.27
+13/04/2004,,,,,,,,,,,,,,,,11.4,6.65,7.65,10.05,,,,,,0.34,0.27
+14/04/2004,,,,,,,,,,,,,,,,10.4,8.65,10.25,12.75,,,,,,0.32,0.27
+15/04/2004,,,,,,,,,,,,,,,,13.65,9.5,8.95,10.05,,,,,,0.34,0.27
+16/04/2004,,,,,,,,,,,,,,,,13.1,9.8,9.65,11.6,,,,,,0.37,0.28
+17/04/2004,,,,,,,,,,,,,,,,14.8,11.3,12.45,15,,,,,,0.32,0.28
+18/04/2004,,,,,,,,,,,,,,,,17.95,8.5,10.4,13.45,,,,,,0.38,0.32
+19/04/2004,,,,,,,,,,,,,,,,15.55,7.7,7.7,9.65,,,,,,0.69,1.43
+20/04/2004,,,,,,,,,,,,,,,,11.95,9.15,10.25,12.35,,,,,,0.74,1.71
+21/04/2004,,,,,,,,,,,,,,,,14.85,14.4,14,15.45,,,,,,0.62,1.26
+22/04/2004,,,,,,,,,,,,,,,,18.2,16.05,13.95,16.3,,,,,,0.54,0.93
+23/04/2004,,,,,,,,,,,,,,,,18.5,16.2,14.65,16.85,,,,,,0.53,0.88
+24/04/2004,,,,,,,,,,,,,,,,18.7,13.9,13,17.05,,,,,,0.47,0.52
+25/04/2004,,,,,,,,,,,,,,,,17.5,10.4,10.95,14.65,,,,,,0.46,0.53
+26/04/2004,,,,,,,,,,,,,,,,14.85,12.15,10.65,14.7,,,,,,0.45,0.45
+27/04/2004,,,,,,,,,,,,,,,,15.7,13.75,14,15.8,,,,,,0.43,0.42
+28/04/2004,,,,,,,,,,,,,,,,16.4,14.6,14.35,16.35,,,,,,0.41,0.32
+29/04/2004,,,,,,,,,,,,,,,,17.8,8.3,12.8,14.5,,,,,,0.39,0.3
+30/04/2004,,,,,,,,,,,,,,,,17.9,11.55,10.95,14.25,,,,,,0.39,0.33
+01/05/2004,,,,,,,,,,,,,,,,16.15,11.8,13.05,16,,,,,,0.38,0.29
+02/05/2004,,,,,,,,,,,,,,,,16.45,11.95,12.65,14.9,,,,,,0.34,0.28
+03/05/2004,,,,,,,,,,,,,,,,19.15,10.5,16.55,19.2,,,,,,0.38,0.31
+04/05/2004,,,,,,,,,,,,,,,,21.55,12.1,12.15,15.7,,,,,,0.53,0.97
+05/05/2004,,,,,,,,,,,,,,,,16.8,8.85,10.6,12.9,,,,,,1.06,2.7
+06/05/2004,,,,,,,,,,,,,,,,16.15,7.05,9.9,12.3,,,,,,1.11,2.83
+07/05/2004,,,,,,,,,,,,,,,,13.5,0,10.4,12.45,,,,,,0.91,2.3
+08/05/2004,,,,,,,,,,,,,,,,13.05,6.75,9.1,11.2,,,,,,0.97,2.49
+09/05/2004,,,,,,,,,,,,,,,,13.95,6.7,10.2,11.9,,,,,,0.84,2.07
+10/05/2004,,,,,,,,,,,,,,,,13.7,8.4,11.5,14.65,,,,,,0.71,1.66
+11/05/2004,,,,,,,,,,,,,,,,14.3,10.6,13.5,15.25,,,,,,0.65,1.43
+12/05/2004,,,,,,,,,,,,,,,,17.65,11,12.35,14.45,,,,,,0.62,1.28
+13/05/2004,,,,,,,,,,,,,,,,16.2,10.5,12.45,14.95,,,,,,0.58,1.08
+14/05/2004,,,,,,,,,,,,,,,,17.1,14.65,15.7,18.1,,,,,,0.55,0.97
+15/05/2004,,,,,,,,,,,,,,,,18.65,15.45,16.6,18.45,,,,,,0.48,0.6
+16/05/2004,,,,,,,,,,,,,,,,17.75,14.7,14.75,16.75,,,,,,0.43,0.41
+17/05/2004,,,,,,,,,,,,,,,,18.8,14.3,15.05,18.4,,,,,,0.43,0.35
+18/05/2004,,,,,,,,,,,,,,,,18.3,14.8,15.15,17.5,,,,,,0.42,0.34
+19/05/2004,,,,,,,,,,,,,,,,17.45,15.85,14.65,17.4,,,,,,0.39,0.34
+20/05/2004,,,,,,,,,,,,,,,,18.95,15.7,16.1,19,,,,,,0.41,0.37
+21/05/2004,,,,,,,,,,,,,,,,18,14.85,15.8,18.2,,,,,,0.4,0.33
+22/05/2004,,,,,,,,,,,,,,,,19.15,13.1,15.2,17.8,,,,,,0.34,0.3
+23/05/2004,,,,,,,,,,,,,,,,19.6,14.5,16.45,19.95,,,,,,0.32,0.29
+24/05/2004,,,,,,,,,,,,,,,,19.45,14,15.75,18.5,,,,,,0.35,0.28
+25/05/2004,,,,,,,,,,,,,,,,13.85,15.2,15.65,16.75,,,,,,0.32,0.29
+26/05/2004,,,,,,,,,,,,,,,,17.1,16.7,15.85,17.95,,,,,,0.3,0.27
+27/05/2004,,,,,,,,,,,,,,,,18.4,15.25,14.85,17.2,,,,,,0.29,0.27
+28/05/2004,,,,,,,,,,,,,,,,15.9,13.95,13.5,16.75,,,,,,0.33,0.27
+29/05/2004,,,,,,,,,,,,,,,,16.75,14.65,15.5,17.7,,,,,,0.28,0.26
+30/05/2004,,,,,,,,,,,,,,,,16.35,15.35,16.25,18.15,,,,,,0.25,0.25
+31/05/2004,,,,,,,,,,,,,,,,18.5,14.65,15.1,18.3,,,,,,0.29,0.27
+01/06/2004,,,,,,,,,,,,,,,,20.8,13.7,13.9,17.9,,,,,,0.4,0.35
+02/06/2004,,,,,,,,,,,,,,,,19.7,15.35,16.85,20.7,,,,,,0.36,0.29
+03/06/2004,,,,,,,,,,,,,,,,21.2,16.9,16.75,20.65,,,,,,0.36,0.27
+04/06/2004,,,,,,,,,,,,,,,,21.45,15.9,17.15,21.15,,,,,,0.32,0.26
+05/06/2004,,,,,,,,,,,,,,,,22.05,16.8,17.5,21.75,,,,,,0.31,0.26
+06/06/2004,,,,,,,,,,,,,,,,21.5,15.25,17.75,20.45,,,,,,0.26,0.25
+07/06/2004,,,,,,,,,,,,,,,,20,16.85,18.45,21,,,,,,0.3,0.24
+08/06/2004,,,,,,,,,,,,,,,,21.4,19.1,18.15,21.4,,,,,,0.29,0.24
+09/06/2004,,,,,,,,,,,,,,,,22.4,21.8,19.65,23,,,,,,0.29,0.23
+10/06/2004,,,,,,,,,,,,,,,,23.8,22.5,19.2,22.7,,,,,,0.26,0.24
+11/06/2004,,,,,,,,,,,,,,,,23.35,21.15,18.9,22.3,,,,,,0.24,0.23
+12/06/2004,,,,,,,,,,,,,,,,22.65,19.1,18.8,22.55,,,,,,0.24,0.23
+13/06/2004,,,,,,,,,,,,,,,,23.9,8.4,14.1,17.95,,,,,,0.22,0.24
+14/06/2004,,,,,,,,,,,,,,,,18.8,14.05,15.9,19.95,,,,,,0.25,0.23
+15/06/2004,,,,,,,,,,,,,,,,19.75,16.4,17.5,20.9,,,,,,0.26,0.22
+16/06/2004,,,,,,,,,,,,,,,,20.95,16.4,16.45,20.85,,,,,,0.25,0.22
+17/06/2004,,,,,,,,,,,,,,,,20.7,19.7,19.4,22.75,,,,,,0.26,0.22
+18/06/2004,,,,,,,,,,,,,,,,22.95,18.15,18.7,22.7,,,,,,0.24,0.22
+19/06/2004,,,,,,,,,,,,,,,,23.2,17.25,19,22.85,,,,,,0.22,0.22
+20/06/2004,,,,,,,,,,,,,,,,24.4,14.25,17.1,22.15,,,,,,0.21,0.23
+21/06/2004,,,,,,,,,,,,,,,,20.5,14.25,15.85,20.25,,,,,,0.24,0.22
+22/06/2004,,,,,,,,,,,,,,,,19.25,15.55,16.6,20.05,,,,,,0.25,0.22
+23/06/2004,,,,,,,,,,,,,,,,20.9,16.5,17.65,22.1,,,,,,0.2,0.21
+24/06/2004,,,,,,,,,,,,,,,,22.3,16.4,18.7,22.15,,,,,,0.23,0.21
+25/06/2004,,,,,,,,,,,,,,,,22.4,17.85,19.1,22.8,,,,,,0.21,0.21
+26/06/2004,,,,,,,,,,,,,,,,21.3,19.75,20.1,23.4,,,,,,0.19,0.2
+27/06/2004,,,,,,,,,,,,,,,,24.5,21.9,21.6,25.2,,,,,,0.18,0.21
+28/06/2004,,,,,,,,,,,,,,,,25.15,20.8,21.25,24.7,,,,,,0.2,0.21
+29/06/2004,,,,,,,,,,,,,,,,25.45,20.45,22.3,25.65,,,,,,0.23,0.21
+30/06/2004,,,,,,,,,,,,,,,,25.55,20.95,23.1,26.75,,,,,,0.2,0.21
+01/07/2004,,,,,,,,,,,,,,,,26.15,19.3,21.6,25,,,,,,0.19,0.2
+02/07/2004,,,,,,,,,,,,,,,,25.5,18.15,22.1,24.8,,,,,,0.23,0.2
+03/07/2004,,,,,,,,,,,,,,,,23.4,17.9,20.95,22.7,,,,,,0.17,0.19
+04/07/2004,,,,,,,,,,,,,,,,23.45,18.95,21.8,23.85,,,,,,0.15,0.2
+05/07/2004,,,,,,,,,,,,,,,,22.85,20.35,22.35,23.6,,,,,,0.17,0.22
+06/07/2004,,,,,,,,,,,,,,,,24.25,21,22.65,24.4,,,,,,0.2,0.2
+07/07/2004,,,,,,,,,,,,,,,,25.8,23.4,25.4,26.7,,,,,,0.19,0.2
+08/07/2004,,,,,,,,,,,,,,,,26.85,23.15,25.6,25.9,,,,,,0.19,0.2
+09/07/2004,,,,,,,,,,,,,,,,27.5,15.75,19.1,22.15,,,,,,0.17,0.19
+10/07/2004,,,,,,,,,,,,,,,,21.1,14.25,18.95,21.45,,,,,,0.17,0.19
+11/07/2004,,,,,,,,,,,,,,,,19.85,13.95,18.7,20.85,,,,,,0.13,0.19
+12/07/2004,,,,,,,,,,,,,,,,20,14.9,19.1,21,,,,,,0.15,0.19
+13/07/2004,,,,,,,,,,,,,,,,17.05,16.4,17.4,20,,,,,,0.2,0.18
+14/07/2004,,,,,,,,,,,,,,,,20.15,18.85,18.9,22.2,,,,,,0.17,0.18
+15/07/2004,,,,,,,,,,,,,,,,21.45,17.6,18.3,21.7,,,,,,0.16,0.17
+16/07/2004,,,,,,,,,,,,,,,,21.1,19.65,18.6,21.85,,,,,,0.16,0.17
+17/07/2004,,,,,,,,,,,,,,,,22.05,22.4,21.55,23.55,,,,,,0.16,0.17
+18/07/2004,,,,,,,,,,,,,,,,23.35,22.15,22.75,24.5,,,,,,0.13,0.16
+19/07/2004,,,,,,,,,,,,,,,,24.45,22.8,24.1,25.45,,,,,,0.14,0.17
+20/07/2004,,,,,,,,,,,,,,,,24.75,22.8,25.35,26.1,,,,,,0.18,0.16
+21/07/2004,,,,,,,,,,,,,,,,25.1,22.55,24.85,25.45,,,,,,0.17,0.16
+22/07/2004,,,,,,,,,,,,,,,,25.5,24.85,24.4,25.95,,,,,,0.16,0.17
+23/07/2004,,,,,,,,,,,,,,,,26.25,24.25,23.85,26.25,,,,,,0.16,0.17
+24/07/2004,,,,,,,,,,,,,,,,27.05,19.85,23.45,25.8,,,,,,0.16,0.17
+25/07/2004,,,,,,,,,,,,,,,,25.6,19.1,22.05,25.65,,,,,,0.17,0.18
+26/07/2004,,,,,,,,,,,,,,,,24.05,21.7,21.6,25.95,,,,,,0.18,0.17
+27/07/2004,,,,,,,,,,,,,,,,25.8,20.5,21.85,25.05,,,,,,0.17,0.16
+28/07/2004,,,,,,,,,,,,,,,,22,19.2,19.8,23.55,,,,,,0.17,0.16
+29/07/2004,,,,,,,,,,,,,,,,23,20.15,20.25,23.95,,,,,,0.15,0.16
+30/07/2004,,,,,,,,,,,,,,,,23.9,21.25,21.2,24.05,,,,,,0.17,0.16
+31/07/2004,,,,,,,,,,,,,,,,24.45,22.2,22.4,25.6,,,,,,0.17,0.15
+01/08/2004,,,,,,,,,,,,,,,,26.1,20.8,22.85,25.45,,,,,,0.14,0.15
+02/08/2004,,,,,,,,,,,,,,,,26.45,19.55,23.75,26,,,,,,0.15,0.13
+03/08/2004,,,,,,,,,,,,,,,,26.2,19.55,23.95,26.6,,,,,,0.15,0.13
+04/08/2004,,,,,,,,,,,,,,,,26.3,21.45,24.95,27.1,,,,,,0.17,0.13
+05/08/2004,,,,,,,,,,,,,,,,26,19.4,23.65,25.8,,,,,,0.2,0.13
+06/08/2004,,,,,,,,,,,,,,,,25.15,18.75,21.1,24.2,,,,,,0.23,0.12
+07/08/2004,,,,,,,,,,,,,,,,24.6,21.25,20.35,24.65,,,,,,0.17,0.12
+08/08/2004,,,,,,,,,,,,,,,,25.95,18.7,20.6,24.5,,,,,,0.19,0.12
+09/08/2004,,,,,,,,,,,,,,,,24.7,20.45,21.85,25.35,,,,,,0.19,0.12
+10/08/2004,,,,,,,,,,,,,,,,25.45,22.15,23.5,27.05,,,,,,0.17,0.11
+11/08/2004,,,,,,,,,,,,,,,,27.85,21.45,22.6,27.2,,,,,,0.17,0.12
+12/08/2004,,,,,,,,,,,,,,,,26.25,19.4,21.6,25.8,,,,,,0.16,0.11
+13/08/2004,,,,,,,,,,,,,,,,26.5,15.95,19.6,26.1,,,,,,0.16,0.14
+14/08/2004,,,,,,,,,,,,,,,,24.45,18.55,21.35,25.7,,,,,,0.15,0.11
+15/08/2004,,,,,,,,,,,,,,,,24,23,22.1,25.75,,,,,,0.14,0.1
+16/08/2004,,,,,,,,,,,,,,,,25.2,22.2,22.3,25.6,,,,,,0.14,0.1
+17/08/2004,,,,,,,,,,,,,,,,24.4,22.45,21.7,24.95,,,,,,0.13,0.1
+18/08/2004,,,,,,,,,,,,,,,,25,21.15,22.2,24.95,,,,,,0.13,0.11
+19/08/2004,,,,,,,,,,,,,,,,26.5,21.5,25.3,28.15,,,,,,0.12,0.11
+20/08/2004,,,,,,,,,,,,,,,,27.1,19.5,21.35,26.15,,,,,,0.13,0.13
+21/08/2004,,,,,,,,,,,,,,,,27,16.4,15.5,20.4,,,,,,0.15,0.15
+22/08/2004,,,,,,,,,,,,,,,,18.6,17.35,19,22.15,,,,,,0.15,0.11
+23/08/2004,,,,,,,,,,,,,,,,21.8,20.45,19.8,22.45,,,,,,0.14,0.09
+24/08/2004,,,,,,,,,,,,,,,,21.9,20.85,20.3,22.95,,,,,,0.13,0.11
+25/08/2004,,,,,,,,,,,,,,,,25.05,18.7,20.3,24,,,,,,0.13,0.11
+26/08/2004,,,,,,,,,,,,,,,,22.75,17.95,20.2,23.2,,,,,,0.12,0.11
+27/08/2004,,,,,,,,,,,,,,,,21.5,18.65,20.3,23.2,,,,,,0.11,0.1
+28/08/2004,,,,,,,,,,,,,,,,22.25,19.75,20.95,22.15,,,,,,0.11,0.11
+29/08/2004,,,,,,,,,,,,,,,,22,19.35,21.15,22.55,,,,,,0.11,0.1
+30/08/2004,,,,,,,,,,,,,,,,22.55,18,21.3,22.35,,,,,,0.11,0.1
+31/08/2004,,,,,,,,,,,,,,,,22.75,16.5,20.35,22.4,,,,,,0.11,0.12
+01/09/2004,,,,,,,,,,,,,,,,21,18.05,20.85,21.55,,,,,,0.11,0.11
+02/09/2004,,,,,,,,,,,,,,,,21.95,20.5,23.1,23.4,,,,,,0.1,0.11
+03/09/2004,,,,,,,,,,,,,,,,23.65,22.5,24.1,24.75,,,,,,0.12,0.11
+04/09/2004,,,,,,,,,,,,,,,,24.3,24.45,25.4,25.45,,,,,,0.12,0.11
+05/09/2004,,,,,,,,,,,,,,,,26.25,22.1,23.55,25.65,,,,,,0.1,0.11
+06/09/2004,,,,,,,,,,,,,,,,25.2,19.45,21.9,23.15,,,,,,0.1,0.11
+07/09/2004,,,,,,,,,,,,,,,,22.05,20.35,22.8,23.7,,,,,,0.1,0.1
+08/09/2004,,,,,,,,,,,,,,,,21.4,20.9,22,22.05,,,,,,0.1,0.1
+09/09/2004,,,,,,,,,,,,,,,,22.45,21,23.3,22.7,,,,,,0.1,0.1
+10/09/2004,,,,,,,,,,,,,,,,22.7,20.45,22.5,23.5,,,,,,0.1,0.1
+11/09/2004,,,,,,,,,,,,,,,,22.3,19.2,22.25,22.85,,,,,,0.1,0.09
+12/09/2004,,,,,,,,,,,,,,,,22.85,15.85,20.7,21.3,,,,,,0.11,0.11
+13/09/2004,,,,,,,,,,,,,,,,21.3,17.85,21.55,22.05,,,,,,0.11,0.11
+14/09/2004,,,,,,,,,,,,,,,,22.5,16.95,20,20.9,,,,,,0.17,0.14
+15/09/2004,,,,,,,,,,,,,,,,21.85,16.85,18.15,20.65,,,,,,0.25,0.14
+16/09/2004,,,,,,,,,,,,,,,,20.35,16.8,18.7,19.85,,,,,,0.2,0.11
+17/09/2004,,,,,,,,,,,,,,,,20,16.35,17.85,20.35,,,,,,0.16,0.1
+18/09/2004,,,,,,,,,,,,,,,,17.7,18.45,19.7,20.75,,,,,,0.12,0.09
+19/09/2004,,,,,,,,,,,,,,,,20.05,18.7,19.2,21,,,,,,0.12,0.1
+20/09/2004,,,,,,,,,,,,,,,,20.95,18.95,19.8,21.25,,,,,,0.12,0.1
+21/09/2004,,,,,,,,,,,,,,,,19.95,17.25,18.4,19.95,,,,,,0.13,0.11
+22/09/2004,,,,,,,,,,,,,,,,20.55,17.4,19.1,20.7,,,,,,0.16,0.1
+23/09/2004,,,,,,,,,,,,,,,,20.8,16.45,19.4,20.75,,,,,,0.13,0.11
+24/09/2004,,,,,,,,,,,,,,,,20.9,10.7,15.15,16.8,,,,,,0.17,0.14
+25/09/2004,,,,,,,,,,,,,,,,15.7,11.4,14.5,15.7,,,,,,0.13,0.1
+26/09/2004,,,,,,,,,,,,,,,,15.45,12.95,15.3,15.7,,,,,,0.13,0.09
+27/09/2004,,,,,,,,,,,,,,,,16.45,13.3,15.4,16.15,,,,,,0.12,0.09
+28/09/2004,,,,,,,,,,,,,,,,15.45,14.15,15.6,16.65,,,,,,0.12,0.09
+29/09/2004,,,,,,,,,,,,,,,,16.65,14.25,16.15,17.25,,,,,,0.12,0.09
+30/09/2004,,,,,,,,,,,,,,,,19.35,13.2,16.65,18.15,,,,,,0.13,0.11
+01/10/2004,,,,,,,,,,,,,,,,17.8,14,17.25,18.9,,,,,,0.13,0.11
+02/10/2004,,,,,,,,,,,,,,,,19.5,13.2,17,19.4,,,,,,0.14,0.12
+03/10/2004,,,,,,,,,,,,,,,,19.05,13.55,18,19.05,,,,,,0.13,0.11
+04/10/2004,,,,,,,,,,,,,,,,18,15.1,17.9,19.45,,,,,,0.13,0.09
+05/10/2004,,,,,,,,,,,,,,,,18.85,16.65,18.55,19.65,,,,,,0.12,0.09
+06/10/2004,,,,,,,,,,,,,,,,19.7,16.4,18.45,18.8,,,,,,0.12,0.09
+07/10/2004,,,,,,,,,,,,,,,,19.45,15.75,18.45,18.9,,,,,,0.12,0.09
+08/10/2004,,,,,,,,,,,,,,,,20.3,16.9,19.4,20.8,,,,,,0.13,0.09
+09/10/2004,,,,,,,,,,,,,,,,21.55,16.95,20.3,21.85,,,,,,0.12,0.09
+10/10/2004,,,,,,,,,,,,,,,,22.65,13.5,15.75,19.35,,,,,,0.21,0.13
+11/10/2004,,,,,,,,,,,,,,,,17.55,10.9,13.1,16,,,,,,0.24,0.12
+12/10/2004,,,,,,,,,,,,,,,,15.7,9.55,13.1,15.45,,,,,,0.18,0.1
+13/10/2004,,,,,,,,,,,,,,,,15.05,9.1,10.85,14.4,,,,,,0.16,0.1
+14/10/2004,,,,,,,,,,,,,,,,13.8,10.4,12.7,13.9,,,,,,0.15,0.09
+15/10/2004,,,,,,,,,,,,,,,,15.4,9.05,12.05,15.35,,,,,,0.2,0.12
+16/10/2004,,,,,,,,,,,,,,,,15.35,8.95,12.7,15.1,,,,,,0.26,0.13
+17/10/2004,,,,,,,,,,,,,,,,15.6,10.95,13.35,15.25,,,,,,0.49,0.55
+18/10/2004,,,,,,,,,,,,,,,,13.85,11,11.6,13.7,,,,,,0.33,0.16
+19/10/2004,,,,,,,,,,,,,,,,13.9,13.65,14.1,15,,,,,,0.25,0.13
+20/10/2004,,,,,,,,,,,,,,,,17.2,15.7,15.4,18.8,,,,,,0.25,0.12
+21/10/2004,,,,,,,,,,,,,,,,20.25,16.9,18.6,20.7,,,,,,0.19,0.1
+22/10/2004,,,,,,,,,,,,,,,,20.45,16.55,18.35,19.75,,,,,,0.19,0.1
+23/10/2004,,,,,,,,,,,,,,,,20.1,15.7,17.9,18.55,,,,,,0.2,0.1
+24/10/2004,,,,,,,,,,,,,,,,18.55,14.95,17.55,17.45,,,,,,0.17,0.11
+25/10/2004,,,,,,,,,,,,,,,,16.95,15.3,14.65,16.05,,,,,,0.18,0.12
+26/10/2004,,,,,,,,,,,,,,,,17.05,15.25,14.15,17.1,,,,,,0.21,0.16
+27/10/2004,,,,,,,,,,,,,,,,17.35,14.85,14.55,15.85,,,,,,0.38,0.38
+28/10/2004,,,,,,,,,,,,,,,,15.65,12.15,7.4,14.5,,,,,,0.29,0.12
+29/10/2004,,,,,,,,,,,,,,,,15.8,13.1,13.7,16.2,,,,,,0.9,2.17
+30/10/2004,,,,,,,,,,,,,,,,15.9,15.7,14.05,15.8,,,,,,0.6,1.04
+31/10/2004,,,,,,,,,,,,,,,,18.5,15.05,14.3,18.45,,,,,,0.78,1.69
+01/11/2004,,,,,,,,,,,,,,,,19.45,15.35,15.65,17.65,,,,,,0.83,1.94
+02/11/2004,,,,,,,,,,,,,,,,18.35,17.2,16.35,17.9,,,,,,0.68,1.36
+03/11/2004,,,,,,,,,,,,,,,,17.4,17.9,17.55,17.7,,,,,,0.54,0.8
+04/11/2004,,,,,,,,,,,,,,,,18.8,19.25,18.75,18.05,,,,,,0.48,0.42
+05/11/2004,,,,,,,,,,,,,,,,17.5,15.8,17.6,17.05,,,,,,0.42,0.19
+06/11/2004,,,,,,,,,,,,,,,,17.5,12.8,13.45,14.65,,,,,,0.35,0.14
+07/11/2004,,,,,,,,,,,,,,,,14.05,7.6,11.45,12.05,,,,,,0.32,0.13
+08/11/2004,,,,,,,,,,,,,,,,11.3,5.85,7.6,8.05,,,,,,0.33,0.12
+09/11/2004,,,,,,,,,,,,,,,,6.85,2.5,4.35,4.85,,,,,,0.31,0.13
+10/11/2004,,,,,,,,,,,,,,,,6.85,1.9,5.55,6.2,,,,,,0.35,0.14
+11/11/2004,,,,,,,,,,,,,,,,6.15,4.5,9.55,9.25,,,,,,0.33,0.13
+12/11/2004,,,,,,,,,,,,,,,,11.05,9.5,11.9,12.65,,,,,,0.34,0.11
+13/11/2004,,,,,,,,,,,,,,,,13.35,9.9,14.3,13.2,,,,,,0.34,0.1
+14/11/2004,,,,,,,,,,,,,,,,14.85,4,10.7,11.25,,,,,,0.3,0.11
+15/11/2004,,,,,,,,,,,,,,,,9.35,5.5,9.15,10.05,,,,,,0.3,0.09
+16/11/2004,,,,,,,,,,,,,,,,7.9,7.7,9.8,9.25,,,,,,0.29,0.09
+17/11/2004,,,,,,,,,,,,,,,,8.45,9.2,9.65,7.95,,,,,,0.25,0.1
+18/11/2004,,,,,,,,,,,,,,,,8.95,8.1,8.55,8.7,,,,,,0.26,0.11
+19/11/2004,,,,,,,,,,,,,,,,10.85,5.6,10.1,11.1,,,,,,0.28,0.12
+20/11/2004,,,,,,,,,,,,,,,,9,4.65,7.25,6.8,,,,,,0.22,0.09
+21/11/2004,,,,,,,,,,,,,,,,5,4.75,6.55,5.05,,,,,,0.22,0.1
+22/11/2004,,,,,,,,,,,,,,,,5.75,6.15,4,2.8,,,,,,0.24,0.1
+23/11/2004,,,,,,,,,,,,,,,,5.55,7.7,6.65,9.4,,,,,,0.26,0.1
+24/11/2004,,,,,,,,,,,,,,,,7.2,10.05,9.35,8.4,,,,,,0.25,0.08
+25/11/2004,,,,,,,,,,,,,,,,5.9,7.6,9.2,7.8,,,,,,0.24,0.09
+26/11/2004,,,,,,,,,,,,,,,,8.85,8.2,7.95,9.25,,,,,,0.25,0.09
+27/11/2004,,,,,,,,,,,,,,,,10.45,8.9,11.55,10.35,,,,,,0.23,0.09
+28/11/2004,,,,,,,,,,,,,,,,9.6,8.25,5.15,5.45,,,,,,0.22,0.11
+29/11/2004,,,,,,,,,,,,,,,,7.7,8.4,8.55,10.15,,,,,,0.27,0.14
+30/11/2004,,,,,,,,,,,,,,,,11.8,5.55,9.25,9.5,,,,,,0.77,1.69
+01/12/2004,,,,,,,,,,,,,,,,8.55,6.5,6.95,7.05,,,,,,0.57,0.86
+02/12/2004,,,,,,,,,,,,,,,,8.4,10.6,10.1,12,,,,,,0.51,0.6
+03/12/2004,,,,,,,,,,,,,,,,12.65,11.25,13.75,12.6,,,,,,0.51,0.65
+04/12/2004,,,,,,,,,,,,,,,,12.85,0,9.4,8.9,,,,,,0.52,0.56
+05/12/2004,,,,,,,,,,,,,,,,9.95,7.45,7.95,9.85,,,,,,0.59,0.97
+06/12/2004,,,,,,,,,,,,,,,,11.3,10.4,12.6,11.85,,,,,,0.52,0.68
+07/12/2004,,,,,,,,,,,,,,,,12.2,11.95,12.6,11.4,,,,,,0.47,0.45
+08/12/2004,,,,,,,,,,,,,,,,13.05,9.15,10.2,11.95,,,,,,0.44,0.4
+09/12/2004,,,,,,,,,,,,,,,,12.7,9.75,10,12.9,,,,,,0.43,0.42
+10/12/2004,,,,,,,,,,,,,,,,13.6,9.95,12.1,10.85,,,,,,0.39,0.35
+11/12/2004,,,,,,,,,,,,,,,,9,8.8,8.65,8.05,,,,,,0.33,0.27
+12/12/2004,,,,,,,,,,,,,,,,8.8,9.45,9.45,7.2,,,,,,0.3,0.19
+13/12/2004,,,,,,,,,,,,,,,,7.85,9.4,9.95,7.85,,,,,,0.31,0.22
+14/12/2004,,,,,,,,,,,,,,,,7.95,8.95,9.15,7.9,,,,,,0.31,0.21
+15/12/2004,,,,,,,,,,,,,,,,7.35,7.55,7.85,6.65,,,,,,0.31,0.24
+16/12/2004,,,,,,,,,,,,,,,,6.7,6.1,7,7.5,,,,,,0.31,0.36
+17/12/2004,,,,,,,,,,,,,,,,8.75,5.85,9.15,10.35,,,,,,0.34,0.4
+18/12/2004,,,,,,,,,,,,,,,,8.95,5.6,8.2,8.15,,,,,,0.29,0.25
+19/12/2004,,,,,,,,,,,,,,,,5.5,4,1.85,1.7,,,,,,0.26,0.24
+20/12/2004,,,,,,,,,,,,,,,,3.95,1.9,5.05,5.1,,,,,,0.29,0.24
+21/12/2004,,,,,,,,,,,,,,,,4.15,1.25,3.2,3.05,,,,,,0.27,0.12
+22/12/2004,,,,,,,,,,,,,,,,1.85,0.35,3.35,1.85,,,,,,0.26,0.12
+23/12/2004,,,,,,,,,,,,,,,,1.9,3.15,2.65,1.25,,,,,,0.26,0.12
+24/12/2004,,,,,,,,,,,,,,,,2.9,4.7,3.25,3.75,,,,,,0.27,0.13
+25/12/2004,,,,,,,,,,,,,,,,5.8,5.55,6.7,7.45,,,,,,0.25,0.15
+26/12/2004,,,,,,,,,,,,,,,,8.55,4.6,7.85,9.25,,,,,,0.37,0.34
+27/12/2004,,,,,,,,,,,,,,,,9.6,3.6,8.1,9.55,,,,,,0.47,0.5
+28/12/2004,,,,,,,,,,,,,,,,8.5,2.9,7.4,8.6,,,,,,0.5,0.51
+29/12/2004,,,,,,,,,,,,,,,,9.3,2.75,7.05,8.45,,,,,,0.53,0.7
+30/12/2004,,,,,,,,,,,,,,,,8.15,2.95,6.15,6.55,,,,,,0.46,0.34
+31/12/2004,,,,,,,,,,,,,,,,5.65,3.7,5.75,5.4,,,,,,0.42,0.28
+01/01/2005,,,,,,,,,,,,,,,,4.55,6.15,5.75,4.5,-11008.41935,-18299.49677,-13812.51613,0,0,0.34,
+02/01/2005,,,,,,,,,,,,,,,,4.55,5,5.15,4.15,-10457.99839,-17384.52194,-13121.89032,0,0,0.32,
+03/01/2005,,,,,,,,,,,,,,,,4.45,4.65,7.25,6.5,-11008.41935,-18299.49677,-13812.51613,0,0,0.33,
+04/01/2005,,,,,,,,,,,,,,,,5.15,5.65,6.45,5.4,-11008.41935,-18299.49677,-13812.51613,0,0,0.31,
+05/01/2005,,,,,,,,,,,,,,,,6.2,5.45,8.3,9.05,-11008.41935,-18299.49677,-13812.51613,0,0,0.32,
+06/01/2005,,,,,,,,,,,,,,,,9.3,5.15,9.35,9.25,-11008.41935,-18299.49677,-13812.51613,0,0,0.28,
+07/01/2005,,,,,,,,,,,,,,,,7.55,7.15,8.05,7,-11008.41935,-18299.49677,-13812.51613,0,0,0.29,
+08/01/2005,,,,,,,,,,,,,,,,7.3,5.65,6.3,6.45,-11008.41935,-18299.49677,-13812.51613,0,0,0.27,
+09/01/2005,,,,,,,,,,,,,,,,8.1,4.95,9.9,11.05,-10457.99839,-17384.52194,-13121.89032,0,0,0.27,
+10/01/2005,,,,,,,,,,,,,,,,11.55,4.5,7.45,8.7,-11008.41935,-18299.49677,-13812.51613,0,0,0.28,
+11/01/2005,,,,,,,,,,,,,,,,8.9,4,6.75,8.15,-11008.41935,-18299.49677,-13812.51613,0,0,0.28,
+12/01/2005,,,,,,,,,,,,,,,,7.9,5.1,7.2,6.9,-11008.41935,-18299.49677,-13812.51613,0,0,0.27,
+13/01/2005,,,,,,,,,,,,,,,,5.8,5.4,6.9,6.65,-11008.41935,-18299.49677,-13812.51613,0,0,0.26,
+14/01/2005,,,,,,,,,,,,,,,,6.1,4.25,3.35,4.25,-11008.41935,-18299.49677,-13812.51613,0,0,0.25,
+15/01/2005,,,,,,,,,,,,,,,,2.65,3.2,4.7,4.5,-11008.41935,-18299.49677,-13812.51613,0,0,0.24,
+16/01/2005,,,,,,,,,,,,,,,,4.2,3.2,5.4,4.2,-10457.99839,-17384.52194,-13121.89032,0,0,0.21,
+17/01/2005,,,,,,,,,,,,,,,,3.15,4.6,4.95,3.05,-11008.41935,-18299.49677,-13812.51613,0,0,0.22,
+18/01/2005,,,,,,,,,,,,,,,,4.15,3.45,2.9,3.95,-11008.41935,-18299.49677,-13812.51613,0,0,0.32,
+19/01/2005,,,,,,,,,,,,,,,,4.7,1.35,4.65,5.75,-11008.41935,-18299.49677,-13812.51613,0,0,0.46,
+20/01/2005,,,,,,,,,,,,,,,,4.7,2.85,4.85,5.4,-11008.41935,-18299.49677,-13812.51613,0,0,0.34,
+21/01/2005,,,,,,,,,,,,,,,,6.5,4.75,7.25,6.1,-11008.41935,-18299.49677,-13812.51613,0,0,0.32,
+22/01/2005,,,,,,,,,,,,,,,,4.65,6.55,7.8,7.1,-11008.41935,-18299.49677,-13812.51613,0,0,0.31,
+23/01/2005,,,,,,,,,,,,,,,,5.5,0.45,2.8,1.7,-10457.99839,-17384.52194,-13121.89032,0,0,0.27,
+24/01/2005,,,,,,,,,,,,,,,,1.85,0.75,5.1,4.75,-11008.41935,-18299.49677,-13812.51613,0,0,0.27,
+25/01/2005,,,,,,,,,,,,,,,,5.45,-2.5,3.7,4,-11008.41935,-18299.49677,-13812.51613,0,0,0.29,
+26/01/2005,,,,,,,,,,,,,,,,3.25,-1.95,1.55,2.8,-11008.41935,-18299.49677,-13812.51613,0,0,0.27,
+27/01/2005,,,,,,,,,,,,,,,,2.15,-0.9,1.55,2.95,-11008.41935,-18299.49677,-13812.51613,0,0,0.27,
+28/01/2005,,,,,,,,,,,,,,,,1.55,-2.75,0.3,0.25,-11008.41935,-18299.49677,-13812.51613,0,0,0.26,
+29/01/2005,,,,,,,,,,,,,,,,1.25,-2.45,0.45,1.85,-11008.41935,-18299.49677,-13812.51613,0,0,0.25,
+30/01/2005,,,,,,,,,,,,,,,,2.35,-0.05,1.7,2.8,-10457.99839,-17384.52194,-13121.89032,0,0,0.22,
+31/01/2005,,,,,,,,,,,,,,,,1.5,2.7,2.95,2.6,-11008.41935,-18299.49677,-13812.51613,0,0,0.22,
+01/02/2005,,,,,,,,,,,,,,,,4.25,3.65,5.45,6.2,-11642.35714,-17832.93571,-13952.5,0,0,0.26,
+02/02/2005,,,,,,,,,,,,,,,,3.05,1.9,3.75,4.4,-11642.35714,-17832.93571,-13952.5,0,0,0.24,
+03/02/2005,,,,,,,,,,,,,,,,3.65,5,5.6,4.75,-11642.35714,-17832.93571,-13952.5,0,0,0.24,
+04/02/2005,,,,,,,,,,,,,,,,4.6,2.9,5.5,4.75,-11642.35714,-17832.93571,-13952.5,0,0,0.25,
+05/02/2005,,,,,,,,,,,,,,,,6.6,0.75,3.35,4.3,-11642.35714,-17832.93571,-13952.5,0,0,0.22,
+06/02/2005,,,,,,,,,,,,,,,,1.6,0.1,2.4,2.65,-11060.23929,-16941.28893,-13254.875,0,0,0.2,
+07/02/2005,,,,,,,,,,,,,,,,2.8,1.4,2.75,3.2,-11642.35714,-17832.93571,-13952.5,0,0,0.21,
+08/02/2005,,,,,,,,,,,,,,,,5.15,3.1,6.35,6.9,-11642.35714,-17832.93571,-13952.5,0,0,0.24,
+09/02/2005,,,,,,,,,,,,,,,,5.95,4.05,5.65,6.35,-11642.35714,-17832.93571,-13952.5,0,0,0.24,
+10/02/2005,,,,,,,,,,,,,,,,3.1,3.55,5.15,4.75,-11642.35714,-17832.93571,-13952.5,0,0,0.22,
+11/02/2005,,,,,,,,,,,,,,,,5.75,3.9,0.3,4,-11642.35714,-17832.93571,-13952.5,0,0,0.23,
+12/02/2005,,,,,,,,,,,,,,,,4.65,4.75,6.3,6.95,-11642.35714,-17832.93571,-13952.5,0,0,0.23,
+13/02/2005,,,,,,,,,,,,,,,,7.65,5,8.45,10.45,-11060.23929,-16941.28893,-13254.875,0,0,0.21,
+14/02/2005,,,,,,,,,,,,,,,,9.05,3.55,6.35,7.45,-11642.35714,-17832.93571,-13952.5,0,0,0.2,
+15/02/2005,,,,,,,,,,,,,,,,5.4,2.2,4.8,5.05,-11642.35714,-17832.93571,-13952.5,0,0,0.23,
+16/02/2005,,,,,,,,,,,,,,,,5,1.15,2.6,3.85,-11642.35714,-17832.93571,-13952.5,0,0,0.22,
+17/02/2005,,,,,,,,,,,,,,,,2.15,1.6,1.8,2.4,-11642.35714,-17832.93571,-13952.5,0,0,0.22,
+18/02/2005,,,,,,,,,,,,,,,,3,2.2,4.35,3.75,-11642.35714,-17832.93571,-13952.5,0,0,0.23,
+19/02/2005,,,,,,,,,,,,,,,,3.3,2.8,2.9,3.7,-11642.35714,-17832.93571,-13952.5,0,0,0.22,
+20/02/2005,,,,,,,,,,,,,,,,4.4,1.05,3.95,4.75,-11060.23929,-16941.28893,-13254.875,0,0,0.2,
+21/02/2005,,,,,,,,,,,,,,,,4.25,0.7,0.9,1.7,-11642.35714,-17832.93571,-13952.5,0,0,0.2,
+22/02/2005,,,,,,,,,,,,,,,,2.1,0.4,0.9,1.7,-11642.35714,-17832.93571,-13952.5,0,0,0.23,
+23/02/2005,,,,,,,,,,,,,,,,2.45,0.3,1.45,2.05,-11642.35714,-17832.93571,-13952.5,0,0,0.22,
+24/02/2005,,,,,,,,,,,,,,,,1.75,1.1,1.3,2.6,-11642.35714,-17832.93571,-13952.5,0,0,0.23,
+25/02/2005,,,,,,,,,,,,,,,,2.5,3.4,4.8,5.5,-11642.35714,-17832.93571,-13952.5,0,0,0.24,
+26/02/2005,,,,,,,,,,,,,,,,4.75,2,4.7,4.7,-11642.35714,-17832.93571,-13952.5,0,0,0.22,
+27/02/2005,,,,,,,,,,,,,,,,3.9,1.45,3.25,4.1,-11060.23929,-16941.28893,-13254.875,0,0,0.23,
+28/02/2005,,,,,,,,,,,,,,,,4.65,-2.5,0.05,1.9,-11642.35714,-17832.93571,-13952.5,0,0,0.2,
+01/03/2005,,,,,,,,,,,,,,,,-0.6,-2.95,-2,-0.15,-11475.51613,-17133.10968,-12617.29032,0,0,0.22,
+02/03/2005,,,,,,,,,,,,,,,,-3.05,-1.2,0.55,0.3,-11475.51613,-17133.10968,-12617.29032,0,0,0.21,
+03/03/2005,,,,,,,,,,,,,,,,3,0.95,0.55,1,-11475.51613,-17133.10968,-12617.29032,0,0,0.24,
+04/03/2005,,,,,,,,,,,,,,,,0.55,1.95,4.2,3.95,-11475.51613,-17133.10968,-12617.29032,0,0,0.24,
+05/03/2005,,,,,,,,,,,,,,,,2.75,1.25,3.95,3.8,-11475.51613,-17133.10968,-12617.29032,0,0,0.23,
+06/03/2005,,,,,,,,,,,,,,,,4.9,0.75,4.35,5.4,-10901.74032,-16276.45419,-11986.42581,0,0,0.22,
+07/03/2005,,,,,,,,,,,,,,,,4.8,0.3,3.5,3.8,-11475.51613,-17133.10968,-12617.29032,0,0,0.21,
+08/03/2005,,,,,,,,,,,,,,,,1.45,1.05,-1,4,-11475.51613,-17133.10968,-12617.29032,0,0,0.22,
+09/03/2005,,,,,,,,,,,,,,,,4.7,3.2,5.5,6.1,-11475.51613,-17133.10968,-12617.29032,0,0,0.22,
+10/03/2005,,,,,,,,,,,,,,,,6.95,4.6,7.3,7.5,-11475.51613,-17133.10968,-12617.29032,0,0,0.22,
+11/03/2005,,,,,,,,,,,,,,,,7.15,4.45,6.95,7.35,-11475.51613,-17133.10968,-12617.29032,0,0,0.23,
+12/03/2005,,,,,,,,,,,,,,,,9.7,3.55,7.45,9.55,-11475.51613,-17133.10968,-12617.29032,0,0,0.24,
+13/03/2005,,,,,,,,,,,,,,,,11.45,5.75,10.4,11.3,-10901.74032,-16276.45419,-11986.42581,0,0,0.29,
+14/03/2005,,,,,,,,,,,,,,,,9.95,7,9.45,10.2,-11475.51613,-17133.10968,-12617.29032,0,0,0.31,
+15/03/2005,,,,,,,,,,,,,,,,9.3,8.55,10.25,10.45,-11475.51613,-17133.10968,-12617.29032,0,0,0.32,
+16/03/2005,,,,,,,,,,,,,,,,10.25,12.05,12.55,12.7,-11475.51613,-17133.10968,-12617.29032,0,0,0.29,
+17/03/2005,,,,,,,,,,,,,,,,11.95,12.15,11.3,12.05,-11475.51613,-17133.10968,-12617.29032,0,0,0.3,
+18/03/2005,,,,,,,,,,,,,,,,13.8,11.8,9.8,11.9,-11475.51613,-17133.10968,-12617.29032,0,0,0.32,
+19/03/2005,,,,,,,,,,,,,,,,12.75,8.85,10.65,13.15,-11475.51613,-17133.10968,-12617.29032,0,0,0.31,
+20/03/2005,,,,,,,,,,,,,,,,10.35,0,9.9,11.4,-10901.74032,-16276.45419,-11986.42581,0,0,0.29,
+21/03/2005,,,,,,,,,,,,,,,,11.7,7,11.5,12.95,-11475.51613,-17133.10968,-12617.29032,0,0,0.31,
+22/03/2005,,,,,,,,,,,,,,,,11.05,10.45,10.75,13.05,-11475.51613,-17133.10968,-12617.29032,0,0,0.31,
+23/03/2005,,,,,,,,,,,,,,,,14.55,11.35,14.05,14.5,-11475.51613,-17133.10968,-12617.29032,0,0,0.31,
+24/03/2005,,,,,,,,,,,,,,,,12.85,9.9,11.75,13,-11475.51613,-17133.10968,-12617.29032,0,0,0.31,
+25/03/2005,,,,,,,,,,,,,,,,15.7,8.5,12.05,14.65,-11475.51613,-17133.10968,-12617.29032,0,0,0.32,
+26/03/2005,,,,,,,,,,,,,,,,15.35,9.7,14.2,15.3,-11475.51613,-17133.10968,-12617.29032,0,0,0.31,
+27/03/2005,,,,,,,,,,,,,,,,15.6,8.1,10.35,13.1,-10901.74032,-16276.45419,-11986.42581,0,0,0.32,
+28/03/2005,,,,,,,,,,,,,,,,12.3,7.75,12.4,14.7,-11475.51613,-17133.10968,-12617.29032,0,0,0.38,
+29/03/2005,,,,,,,,,,,,,,,,13.55,7.35,10.35,13.2,-11475.51613,-17133.10968,-12617.29032,0,0,0.37,
+30/03/2005,,,,,,,,,,,,,,,,12.3,8.6,11.3,13.65,-11475.51613,-17133.10968,-12617.29032,0,0,0.34,
+31/03/2005,,,,,,,,,,,,,,,,12.45,10.45,13,15.1,-11475.51613,-17133.10968,-12617.29032,0,0,0.34,
+01/04/2005,,,,,,,,,,,,,,,,14,9.1,11.95,14,-12127.63333,-16606.06667,-11430.86667,0,0,0.32,
+02/04/2005,,,,,,,,,,,,,,,,12.35,7.9,9.65,12.05,-12127.63333,-16606.06667,-11430.86667,0,0,0.27,
+03/04/2005,,,,,,,,,,,,,,,,9.9,8.85,11.35,12.05,-11521.25167,-15775.76333,-10859.32333,0,0,0.25,
+04/04/2005,,,,,,,,,,,,,,,,11.7,9.6,11.3,12.3,-12127.63333,-16606.06667,-11430.86667,0,0,0.29,
+05/04/2005,,,,,,,,,,,,,,,,11.9,10.65,11.85,12.7,-12127.63333,-16606.06667,-11430.86667,0,0,0.29,
+06/04/2005,,,,,,,,,,,,,,,,11.4,9.8,11.6,12.65,-12127.63333,-16606.06667,-11430.86667,0,0,0.27,
+07/04/2005,,,,,,,,,,,,,,,,13,7.95,11.25,12.95,-12127.63333,-16606.06667,-11430.86667,0,0,0.25,
+08/04/2005,,,,,,,,,,,,,,,,13.25,7.05,10.35,11.75,-12127.63333,-16606.06667,-11430.86667,0,0,0.27,
+09/04/2005,,,,,,,,,,,,,,,,13.35,5.25,10.25,13.35,-12127.63333,-16606.06667,-11430.86667,0,0,0.35,
+10/04/2005,,,,,,,,,,,,,,,,12.3,4.2,8.5,10.2,-11521.25167,-15775.76333,-10859.32333,0,0,0.31,
+11/04/2005,,,,,,,,,,,,,,,,10.35,5.4,12.2,12.8,-12127.63333,-16606.06667,-11430.86667,0,0,0.44,
+12/04/2005,,,,,,,,,,,,,,,,11.8,8.7,10.3,13,-12127.63333,-16606.06667,-11430.86667,0,0,0.43,
+13/04/2005,,,,,,,,,,,,,,,,10.25,8.2,10.35,11.4,-12127.63333,-16606.06667,-11430.86667,0,0,0.38,
+14/04/2005,,,,,,,,,,,,,,,,12.15,7.7,10.5,12.8,-12127.63333,-16606.06667,-11430.86667,0,0,0.36,
+15/04/2005,,,,,,,,,,,,,,,,12.55,8.8,12.95,14.55,-12127.63333,-16606.06667,-11430.86667,0,0,0.36,
+16/04/2005,,,,,,,,,,,,,,,,13.95,0,9.45,11.6,-12127.63333,-16606.06667,-11430.86667,0,0,0.38,
+17/04/2005,,,,,,,,,,,,,,,,10.1,4.35,10.05,11.15,-11521.25167,-15775.76333,-10859.32333,0,0,0.37,
+18/04/2005,,,,,,,,,,,,,,,,7.9,7.45,8.75,10.85,-12127.63333,-16606.06667,-11430.86667,0,0,0.39,
+19/04/2005,,,,,,,,,,,,,,,,12.85,6.55,10.2,13.2,-12127.63333,-16606.06667,-11430.86667,0,0,0.41,
+20/04/2005,,,,,,,,,,,,,,,,15.3,5.15,10.3,12.2,-12127.63333,-16606.06667,-11430.86667,0,0,0.63,1.34
+21/04/2005,,,,,,,,,,,,,,,,10.5,8.95,10.75,12.7,-12127.63333,-16606.06667,-11430.86667,0,0,0.63,1.2
+22/04/2005,,,,,,,,,,,,,,,,13,8.65,12.35,14.3,-12127.63333,-16606.06667,-11430.86667,0,0,0.56,0.92
+23/04/2005,,,,,,,,,,,,,,,,11.85,8.9,10.25,11.9,-12127.63333,-16606.06667,-11430.86667,0,0,0.51,0.61
+24/04/2005,,,,,,,,,,,,,,,,14.45,10.45,12.9,15.3,-11521.25167,-15775.76333,-10859.32333,0,0,0.48,0.39
+25/04/2005,,,,,,,,,,,,,,,,16,7.6,11.6,14.9,-12127.63333,-16606.06667,-11430.86667,0,0,0.47,0.45
+26/04/2005,,,,,,,,,,,,,,,,16,10.1,12.75,15.25,-12127.63333,-16606.06667,-11430.86667,0,0,0.47,0.38
+27/04/2005,,,,,,,,,,,,,,,,13.05,13.35,13.7,15.3,-12127.63333,-16606.06667,-11430.86667,0,0,0.45,0.29
+28/04/2005,,,,,,,,,,,,,,,,15.2,14.5,15.05,16.8,-12127.63333,-16606.06667,-11430.86667,0,0,0.44,0.25
+29/04/2005,,,,,,,,,,,,,,,,16.55,17.55,17.15,19.3,-12127.63333,-16606.06667,-11430.86667,0,0,0.42,0.19
+30/04/2005,,,,,,,,,,,,,,,,18.9,17.55,18.2,19.95,-12127.63333,-16606.06667,-11430.86667,0,0,0.35,0.16
+01/05/2005,,,,,,,,,,,,,,,,19.65,16.65,16.25,18.8,-12621.42419,-16025.80742,-12063.80484,0,0,0.32,0.14
+02/05/2005,,,,,,,,,,,,,,,,19.2,17.3,17.3,19.35,-13285.70968,-16869.27097,-12698.74194,0,0,0.35,0.14
+03/05/2005,,,,,,,,,,,,,,,,19.1,14.85,16.2,18.5,-13285.70968,-16869.27097,-12698.74194,0,0,0.34,0.14
+04/05/2005,,,,,,,,,,,,,,,,18.05,13.05,16.5,19.05,-13285.70968,-16869.27097,-12698.74194,0,0,0.35,0.13
+05/05/2005,,,,,,,,,,,,,,,,18.75,12.95,16.4,18.35,-13285.70968,-16869.27097,-12698.74194,0,0,0.32,0.13
+06/05/2005,,,,,,,,,,,,,,,,16.8,13.7,15.9,17.8,-13285.70968,-16869.27097,-12698.74194,0,0,0.32,0.13
+07/05/2005,,,,,,,,,,,,,,,,15.9,13.25,14.7,17.4,-13285.70968,-16869.27097,-12698.74194,0,0,0.27,0.13
+08/05/2005,,,,,,,,,,,,,,,,17.2,12.55,14.95,18,-12621.42419,-16025.80742,-12063.80484,0,0,0.27,0.12
+09/05/2005,,,,,,,,,,,,,,,,15.3,10.9,13.95,16.45,-13285.70968,-16869.27097,-12698.74194,0,0,0.28,0.12
+10/05/2005,,,,,,,,,,,,,,,,14.7,11.1,14.4,15.75,-13285.70968,-16869.27097,-12698.74194,0,0,0.28,0.12
+11/05/2005,,,,,,,,,,,,,,,,16.8,12.7,16.3,18.2,-13285.70968,-16869.27097,-12698.74194,0,0,0.28,0.12
+12/05/2005,,,,,,,,,,,,,,,,17.35,13.7,16.35,18.2,-13285.70968,-16869.27097,-12698.74194,0,0,0.28,0.11
+13/05/2005,,,,,,,,,,,,,,,,17.55,15,17.75,20.05,-13285.70968,-16869.27097,-12698.74194,0,0,0.25,0.11
+14/05/2005,,,,,,,,,,,,,,,,19.8,13.2,16.95,19.4,-13285.70968,-16869.27097,-12698.74194,0,0,0.23,0.12
+15/05/2005,,,,,,,,,,,,,,,,19.45,11.7,15.6,18.75,-12621.42419,-16025.80742,-12063.80484,0,0,0.21,0.11
+16/05/2005,,,,,,,,,,,,,,,,15.9,13.7,15.3,17.6,-13285.70968,-16869.27097,-12698.74194,0,0,0.24,0.1
+17/05/2005,,,,,,,,,,,,,,,,17.2,11.25,15.45,16.9,-13285.70968,-16869.27097,-12698.74194,0,0,0.26,0.14
+18/05/2005,,,,,,,,,,,,,,,,16.65,9.6,14.25,16.9,-13285.70968,-16869.27097,-12698.74194,0,0,0.39,0.22
+19/05/2005,,,,,,,,,,,,,,,,14.2,12.5,14.95,17.45,-13285.70968,-16869.27097,-12698.74194,0,0,0.34,0.14
+20/05/2005,,,,,,,,,,,,,,,,17.2,13.65,15.4,18.95,-13285.70968,-16869.27097,-12698.74194,0,0,0.29,0.13
+21/05/2005,,,,,,,,,,,,,,,,18.35,16.15,16.65,19.75,-13285.70968,-16869.27097,-12698.74194,0,0,0.25,0.12
+22/05/2005,,,,,,,,,,,,,,,,19.5,16.9,18.25,19.65,-12621.42419,-16025.80742,-12063.80484,0,0,0.23,0.12
+23/05/2005,,,,,,,,,,,,,,,,20.55,14.8,16.85,19.35,-13285.70968,-16869.27097,-12698.74194,0,0,0.3,0.12
+24/05/2005,,,,,,,,,,,,,,,,18.4,16,17.8,20.3,-13285.70968,-16869.27097,-12698.74194,0,0,0.24,0.11
+25/05/2005,,,,,,,,,,,,,,,,19.75,18.7,20.2,21.55,-13285.70968,-16869.27097,-12698.74194,0,0,0.23,0.11
+26/05/2005,,,,,,,,,,,,,,,,21.6,19.6,20.8,22.6,-13285.70968,-16869.27097,-12698.74194,0,0,0.21,0.1
+27/05/2005,,,,,,,,,,,,,,,,21.8,19.85,21.95,23.55,-13285.70968,-16869.27097,-12698.74194,0,0,0.2,0.1
+28/05/2005,,,,,,,,,,,,,,,,22.65,21.05,21.7,23.7,-13285.70968,-16869.27097,-12698.74194,0,0,0.19,0.11
+29/05/2005,,,,,,,,,,,,,,,,22.9,21.7,23.15,25.15,-12621.42419,-16025.80742,-12063.80484,0,0,0.2,0.1
+30/05/2005,,,,,,,,,,,,,,,,24.4,20.45,21.9,24.1,-13285.70968,-16869.27097,-12698.74194,0,0,0.22,0.11
+31/05/2005,,,,,,,,,,,,,,,,24.1,19.55,21.15,23.4,-13285.70968,-16869.27097,-12698.74194,0,0,0.2,0.11
+01/06/2005,,,,,,,,,,,,,,,,22.6,19.3,21.2,23.2,-13175.23333,-17292.26667,-13273.4,0,0,0.22,0.11
+02/06/2005,,,,,,,,,,,,,,,,21.55,19.15,21.85,24.2,-13175.23333,-17292.26667,-13273.4,0,0,0.23,0.12
+03/06/2005,,,,,,,,,,,,,,,,22.05,18.55,21.5,23.85,-13175.23333,-17292.26667,-13273.4,0,0,0.18,0.12
+04/06/2005,,,,,,,,,,,,,,,,22.35,17,21,21.85,-13175.23333,-17292.26667,-13273.4,0,0,0.19,0.12
+05/06/2005,,,,,,,,,,,,,,,,22,16.7,20.75,23.45,-12516.47167,-16427.65333,-12609.73,0,0,0.18,0.12
+06/06/2005,,,,,,,,,,,,,,,,21.5,16.25,20.6,21.2,-13175.23333,-17292.26667,-13273.4,0,0,0.18,0.12
+07/06/2005,,,,,,,,,,,,,,,,20.2,15.15,19.75,20.3,-13175.23333,-17292.26667,-13273.4,0,0,0.18,0.12
+08/06/2005,,,,,,,,,,,,,,,,21.1,13.75,17.3,18.65,-13175.23333,-17292.26667,-13273.4,0,0,0.2,0.1
+09/06/2005,,,,,,,,,,,,,,,,16.45,10.75,15.4,15.7,-13175.23333,-17292.26667,-13273.4,0,0,0.19,0.1
+10/06/2005,,,,,,,,,,,,,,,,13.45,12.55,14.9,15.55,-13175.23333,-17292.26667,-13273.4,0,0,0.17,0.1
+11/06/2005,,,,,,,,,,,,,,,,14.6,13.8,15.45,16.15,-13175.23333,-17292.26667,-13273.4,0,0,0.18,0.09
+12/06/2005,,,,,,,,,,,,,,,,17.9,12.85,16.75,18,-12516.47167,-16427.65333,-12609.73,0,0,0.19,0.12
+13/06/2005,,,,,,,,,,,,,,,,17.35,16.05,19.7,20.9,-13175.23333,-17292.26667,-13273.4,0,0,0.18,0.11
+14/06/2005,,,,,,,,,,,,,,,,20.9,13.15,14.4,16.75,-13175.23333,-17292.26667,-13273.4,0,0,0.2,0.12
+15/06/2005,,,,,,,,,,,,,,,,17,14.2,17.6,20.35,-13175.23333,-17292.26667,-13273.4,0,0,0.2,0.11
+16/06/2005,,,,,,,,,,,,,,,,19.15,18.95,21.95,23.1,-13175.23333,-17292.26667,-13273.4,0,0,0.2,0.09
+17/06/2005,,,,,,,,,,,,,,,,23.8,20.5,23.35,25,-13175.23333,-17292.26667,-13273.4,0,0,0.19,0.09
+18/06/2005,,,,,,,,,,,,,,,,24.5,21.75,23.15,24.85,-13175.23333,-17292.26667,-13273.4,0,0,0.18,0.09
+19/06/2005,,,,,,,,,,,,,,,,24.6,21.7,22.9,25.55,-12516.47167,-16427.65333,-12609.73,0,0,0.17,0.1
+20/06/2005,,,,,,,,,,,,,,,,25.55,20.85,23.5,26.2,-13175.23333,-17292.26667,-13273.4,0,0,0.16,0.09
+21/06/2005,,,,,,,,,,,,,,,,25.05,20.45,23.45,26,-13175.23333,-17292.26667,-13273.4,0,0,0.17,0.11
+22/06/2005,,,,,,,,,,,,,,,,24.7,21.85,23.2,26.05,-13175.23333,-17292.26667,-13273.4,0,0,0.17,0.11
+23/06/2005,,,,,,,,,,,,,,,,25.35,20.05,22.55,25.35,-13175.23333,-17292.26667,-13273.4,0,0,0.17,0.1
+24/06/2005,,,,,,,,,,,,,,,,25.75,20.35,23.4,26.25,-13175.23333,-17292.26667,-13273.4,0,0,0.16,0.08
+25/06/2005,,,,,,,,,,,,,,,,25.25,20.7,23.85,26,-13175.23333,-17292.26667,-13273.4,0,0,0.13,0.09
+26/06/2005,,,,,,,,,,,,,,,,25.8,20.9,24.05,25.7,-12516.47167,-16427.65333,-12609.73,0,0,0.13,0.09
+27/06/2005,,,,,,,,,,,,,,,,25.95,23.8,24.9,27.25,-13175.23333,-17292.26667,-13273.4,0,0,0.15,0.09
+28/06/2005,,,,,,,,,,,,,,,,27.3,22.25,24.6,27.35,-13175.23333,-17292.26667,-13273.4,0,0,0.14,0.08
+29/06/2005,,,,,,,,,,,,,,,,26.75,20.25,25.25,27.3,-13175.23333,-17292.26667,-13273.4,0,0,0.14,0.08
+30/06/2005,,,,,,,,,,,,,,,,27.1,18.15,24,26.35,-13175.23333,-17292.26667,-13273.4,0,0,0.13,0.08
+01/07/2005,,,,,,,,,,,,,,,,25.5,17.35,22.5,24,-13883.22581,-17704.7871,-13101.45161,0,0,0.12,0.08
+02/07/2005,,,,,,,,,,,,,,,,21.8,19.7,23.8,24.05,-13883.22581,-17704.7871,-13101.45161,0,0,0.12,0.07
+03/07/2005,,,,,,,,,,,,,,,,23.7,20.3,24.15,24.85,-13189.06452,-16819.54774,-12446.37903,0,0,0.12,0.07
+04/07/2005,,,,,,,,,,,,,,,,23.8,20,23.85,25.1,-13883.22581,-17704.7871,-13101.45161,0,0,0.12,0.07
+05/07/2005,,,,,,,,,,,,,,,,27.1,16.15,20.2,22.95,-13883.22581,-17704.7871,-13101.45161,0,0,0.17,0.11
+06/07/2005,,,,,,,,,,,,,,,,21.85,17.95,20.7,22.8,-13883.22581,-17704.7871,-13101.45161,0,0,0.16,0.08
+07/07/2005,,,,,,,,,,,,,,,,23.9,15.65,20,23.45,-13883.22581,-17704.7871,-13101.45161,0,0,0.14,0.07
+08/07/2005,,,,,,,,,,,,,,,,22.55,15.6,20.2,22.8,-13883.22581,-17704.7871,-13101.45161,0,0,0.14,0.07
+09/07/2005,,,,,,,,,,,,,,,,21.15,16.1,19.9,22.35,-13883.22581,-17704.7871,-13101.45161,0,0,0.14,0.07
+10/07/2005,,,,,,,,,,,,,,,,21,16.2,19.8,22.25,-13189.06452,-16819.54774,-12446.37903,0,0,0.12,0.07
+11/07/2005,,,,,,,,,,,,,,,,20.55,16.05,19.15,21.45,-13883.22581,-17704.7871,-13101.45161,0,0,0.13,0.07
+12/07/2005,,,,,,,,,,,,,,,,21.65,18.15,20.85,23.45,-13883.22581,-17704.7871,-13101.45161,0,0,0.15,0.08
+13/07/2005,,,,,,,,,,,,,,,,24.25,17.6,21.7,23.4,-13883.22581,-17704.7871,-13101.45161,0,0,0.15,0.08
+14/07/2005,,,,,,,,,,,,,,,,21.7,19.3,22.1,23.8,-13883.22581,-17704.7871,-13101.45161,0,0,0.15,0.07
+15/07/2005,,,,,,,,,,,,,,,,23.25,20,21.5,23.95,-13883.22581,-17704.7871,-13101.45161,0,0,0.15,0.07
+16/07/2005,,,,,,,,,,,,,,,,24.55,19.3,21.6,24.4,-13883.22581,-17704.7871,-13101.45161,0,0,0.14,0.07
+17/07/2005,,,,,,,,,,,,,,,,24.55,20.25,22.9,25.4,-13189.06452,-16819.54774,-12446.37903,0,0,0.13,0.07
+18/07/2005,,,,,,,,,,,,,,,,25.9,18.95,23.85,25,-13883.22581,-17704.7871,-13101.45161,0,0,0.15,0.07
+19/07/2005,,,,,,,,,,,,,,,,25.75,18,20.95,24.5,-13883.22581,-17704.7871,-13101.45161,0,0,0.19,
+20/07/2005,,,,,,,,,,,,,,,,24.85,20.1,22.5,25.75,-13883.22581,-17704.7871,-13101.45161,0,0,0.14,
+21/07/2005,,,,,,,,,,,,,,,,24.2,19.1,21.45,24.75,-13883.22581,-17704.7871,-13101.45161,0,0,0.13,
+22/07/2005,,,,,,,,,,,,,,,,23.95,19.6,21.8,24.9,-13883.22581,-17704.7871,-13101.45161,0,0,0.12,
+23/07/2005,,,,,,,,,,,,,,,,25.1,18.4,22,24.8,-13883.22581,-17704.7871,-13101.45161,0,0,0.11,
+24/07/2005,,,,,,,,,,,,,,,,24.65,17.7,21.85,25.15,-13189.06452,-16819.54774,-12446.37903,0,0,0.11,
+25/07/2005,,,,,,,,,,,,,,,,23.5,20.4,23.1,25.2,-13883.22581,-17704.7871,-13101.45161,0,0,0.09,
+26/07/2005,,,,,,,,,,,,,,,,25.2,21.2,24.1,25.9,-13883.22581,-17704.7871,-13101.45161,0,0,0.1,
+27/07/2005,,,,,,,,,,,,,,,,25.85,23.05,26.15,26.9,-13883.22581,-17704.7871,-13101.45161,0,0,0.1,
+28/07/2005,,,,,,,,,,,,,,,,26.75,25.6,27.8,28.4,-13883.22581,-17704.7871,-13101.45161,0,0,0.08,
+29/07/2005,,,,,,,,,,,,,,,,29.05,25.75,28.7,28.4,-13883.22581,-17704.7871,-13101.45161,0,0,0.08,
+30/07/2005,,,,,,,,,,,,,,,,28,21.95,25.3,26.45,-13883.22581,-17704.7871,-13101.45161,0,0,0.09,
+31/07/2005,,,,,,,,,,,,,,,,26,19.15,23.3,25.75,-13189.06452,-16819.54774,-12446.37903,0,0,0.09,
+01/08/2005,,,,,,,,,,,,,,,,23,19.95,22.85,24.1,-13550.85806,-16894.98065,-12314.93548,0,0,0.09,
+02/08/2005,,,,,,,,,,,,,,,,24.95,19.95,24.15,24.2,-13550.85806,-16894.98065,-12314.93548,0,0,0.09,
+03/08/2005,,,,,,,,,,,,,,,,25.65,16.2,21.85,23.65,-13550.85806,-16894.98065,-12314.93548,0,0,0.1,
+04/08/2005,,,,,,,,,,,,,,,,22.3,17.35,23.6,24.3,-13550.85806,-16894.98065,-12314.93548,0,0,0.1,
+05/08/2005,,,,,,,,,,,,,,,,23.25,17.2,21.8,23.4,-13550.85806,-16894.98065,-12314.93548,0,0,0.1,
+06/08/2005,,,,,,,,,,,,,,,,22.4,17.75,21.65,22.9,-13550.85806,-16894.98065,-12314.93548,0,0,0.1,
+07/08/2005,,,,,,,,,,,,,,,,22.9,17.1,22.45,23.15,-12873.31516,-16050.23161,-11699.18871,0,0,0.1,
+08/08/2005,,,,,,,,,,,,,,,,23.55,16.5,21.55,23.95,-13550.85806,-16894.98065,-12314.93548,0,0,0.09,
+09/08/2005,,,,,,,,,,,,,,,,20.6,16.85,21.5,22.35,-13550.85806,-16894.98065,-12314.93548,0,0,0.09,
+10/08/2005,,,,,,,,,,,,,,,,24.25,16.2,21.95,23.2,-13550.85806,-16894.98065,-12314.93548,0,0,0.1,
+11/08/2005,,,,,,,,,,,,,,,,25.25,18.05,21.6,24.55,-13550.85806,-16894.98065,-12314.93548,0,0,0.13,
+12/08/2005,,,,,,,,,,,,,,,,24.15,18.15,23.7,26.25,-13550.85806,-16894.98065,-12314.93548,0,0,0.13,
+13/08/2005,,,,,,,,,,,,,,,,24.05,17.8,22.3,25.35,-13550.85806,-16894.98065,-12314.93548,0,0,0.11,
+14/08/2005,,,,,,,,,,,,,,,,24.2,16.45,20.85,23.6,-12873.31516,-16050.23161,-11699.18871,0,0,0.12,
+15/08/2005,,,,,,,,,,,,,,,,24.8,15.5,19.8,22.6,-13550.85806,-16894.98065,-12314.93548,0,0,0.11,
+16/08/2005,,,,,,,,,,,,,,,,18.9,16,18.6,20.6,-13550.85806,-16894.98065,-12314.93548,0,0,0.1,
+17/08/2005,,,,,,,,,,,,,,,,21.15,17.55,20.5,22.25,-13550.85806,-16894.98065,-12314.93548,0,0,0.1,
+18/08/2005,,,,,,,,,,,,,,,,22.9,19.15,21.7,23.45,-13550.85806,-16894.98065,-12314.93548,0,0,0.1,
+19/08/2005,,,,,,,,,,,,,,,,23.5,17.45,22.4,23.75,-13550.85806,-16894.98065,-12314.93548,0,0,0.1,
+20/08/2005,,,,,,,,,,,,,,,,24.65,15.5,21.35,24.1,-13550.85806,-16894.98065,-12314.93548,0,0,0.1,
+21/08/2005,,,,,,,,,,,,,,,,21.85,11.35,16.35,19.2,-12873.31516,-16050.23161,-11699.18871,0,0,0.1,
+22/08/2005,,,,,,,,,,,,,,,,17.55,12,15.7,18.5,-13550.85806,-16894.98065,-12314.93548,0,0,0.1,
+23/08/2005,,,,,,,,,,,,,,,,19.8,15.4,18.5,21.1,-13550.85806,-16894.98065,-12314.93548,0,0,0.1,
+24/08/2005,,,,,,,,,,,,,,,,21.05,16.5,20.3,22.9,-13550.85806,-16894.98065,-12314.93548,0,0,0.1,
+25/08/2005,,,,,,,,,,,,,,,,22.35,15.5,19.4,22.1,-13550.85806,-16894.98065,-12314.93548,0,0,0.1,
+26/08/2005,,,,,,,,,,,,,,,,20.75,15.7,19.55,22.1,-13550.85806,-16894.98065,-12314.93548,0,0,0.11,
+27/08/2005,,,,,,,,,,,,,,,,21.8,16.45,21.25,23.2,-13550.85806,-16894.98065,-12314.93548,0,0,0.11,
+28/08/2005,,,,,,,,,,,,,,,,24.75,15,20.7,22.75,-12873.31516,-16050.23161,-11699.18871,0,0,0.19,
+29/08/2005,,,,,,,,,,,,,,,,21.7,17.55,23.15,24.1,-13550.85806,-16894.98065,-12314.93548,0,0,0.15,
+30/08/2005,,,,,,,,,,,,,,,,23.95,19.65,24.4,25.55,-13550.85806,-16894.98065,-12314.93548,0,0,0.12,
+31/08/2005,,,,,,,,,,,,,,,,25.15,20.4,24.45,25.3,-13550.85806,-16894.98065,-12314.93548,0,0,0.11,
+01/09/2005,,,,,,,,,,,,,,,,25.8,19.15,22.85,25,-13594.53333,-17988.48,-12849.02667,0,0,0.12,
+02/09/2005,,,,,,,,,,,,,,,,24.6,20.05,24.1,25.55,-13594.53333,-17988.48,-12849.02667,0,0,0.12,
+03/09/2005,,,,,,,,,,,,,,,,25.55,20.7,25.85,27.1,-13594.53333,-17988.48,-12849.02667,0,0,0.1,
+04/09/2005,,,,,,,,,,,,,,,,26.55,18.95,23.45,23.95,-12914.80667,-17089.056,-12206.57533,0,0,0.1,
+05/09/2005,,,,,,,,,,,,,,,,23.15,17.55,22,23.3,-13594.53333,-17988.48,-12849.02667,0,0,0.1,
+06/09/2005,,,,,,,,,,,,,,,,21.85,17.05,21.2,22.8,-13594.53333,-17988.48,-12849.02667,0,0,0.12,
+07/09/2005,,,,,,,,,,,,,,,,23.4,15.1,21.25,21.8,-13594.53333,-17988.48,-12849.02667,0,0,0.11,
+08/09/2005,,,,,,,,,,,,,,,,20.55,16,17.8,19.8,-13594.53333,-17988.48,-12849.02667,0,0,0.11,
+09/09/2005,,,,,,,,,,,,,,,,20.8,17.55,19.25,21,-13594.53333,-17988.48,-12849.02667,0,0,0.22,
+10/09/2005,,,,,,,,,,,,,,,,20.85,17.5,19.45,21.85,-13594.53333,-17988.48,-12849.02667,0,0,0.19,
+11/09/2005,,,,,,,,,,,,,,,,21.45,17.05,19.55,21.4,-12914.80667,-17089.056,-12206.57533,0,0,0.16,
+12/09/2005,,,,,,,,,,,,,,,,20.75,16.8,19,20.75,-13594.53333,-17988.48,-12849.02667,0,0,0.16,
+13/09/2005,,,,,,,,,,,,,,,,19.3,11.55,20.35,20.65,-13594.53333,-17988.48,-12849.02667,0,0,0.14,
+14/09/2005,,,,,,,,,,,,,,,,21.45,12.3,19.65,21.05,-13594.53333,-17988.48,-12849.02667,0,0,0.14,0.11
+15/09/2005,,,,,,,,,,,,,,,,21.05,10.5,20.1,21.7,-13594.53333,-17988.48,-12849.02667,0,0,0.13,0.11
+16/09/2005,,,,,,,,,,,,,,,,21.2,7.6,18.1,20.2,-13594.53333,-17988.48,-12849.02667,0,0,0.13,0.1
+17/09/2005,,,,,,,,,,,,,,,,20.75,6.1,18.75,21.5,-13594.53333,-17988.48,-12849.02667,0,0,0.13,0.1
+18/09/2005,,,,,,,,,,,,,,,,20.4,3.55,15.4,18,-12914.80667,-17089.056,-12206.57533,0,0,0.15,0.11
+19/09/2005,,,,,,,,,,,,,,,,17.8,3.75,17.25,19.25,-13594.53333,-17988.48,-12849.02667,0,0,0.15,0.09
+20/09/2005,,,,,,,,,,,,,,,,17.55,5.1,15.95,18.1,-13594.53333,-17988.48,-12849.02667,0,0,0.14,0.08
+21/09/2005,,,,,,,,,,,,,,,,17.55,5.2,17.3,18.4,-13594.53333,-17988.48,-12849.02667,0,0,0.14,0.08
+22/09/2005,,,,,,,,,,,,,,,,16.2,5.95,17.15,17.6,-13594.53333,-17988.48,-12849.02667,0,0,0.13,0.08
+23/09/2005,,,,,,,,,,,,,,,,17.3,7.6,17.15,18.5,-13594.53333,-17988.48,-12849.02667,0,0,0.13,0.08
+24/09/2005,,,,,,,,,,,,,,,,18.2,8.25,17.6,18.7,-13594.53333,-17988.48,-12849.02667,0,0,0.12,0.08
+25/09/2005,,,,,,,,,,,,,,,,18.7,8.6,18.35,19.35,-12914.80667,-17089.056,-12206.57533,0,0,0.11,0.08
+26/09/2005,,,,,,,,,,,,,,,,19.1,9.2,19.4,20,-13594.53333,-17988.48,-12849.02667,0,0,0.13,0.08
+27/09/2005,,,,,,,,,,,,,,,,19.25,8.1,17.85,18.85,-13594.53333,-17988.48,-12849.02667,0,0,0.14,0.08
+28/09/2005,,,,,,,,,,,,,,,,18.75,6.3,18.1,20.05,-13594.53333,-17988.48,-12849.02667,0,0,0.14,0.08
+29/09/2005,,,,,,,,,,,,,,,,19.25,4.75,15.95,18.95,-13594.53333,-17988.48,-12849.02667,0,0,0.14,0.09
+30/09/2005,,,,,,,,,,,,,,,,17.35,5.15,17.6,18.25,-13594.53333,-17988.48,-12849.02667,0,0,0.13,0.07
+01/10/2005,,,,,,,,,,,,,,,,16.5,5.05,15.1,16.1,-13420,-17812.21161,-12487.6929,0,0,0.13,0.07
+02/10/2005,,,,,,,,,,,,,,,,16.05,3.95,12.25,14.45,-12749,-16921.60103,-11863.30826,0,0,0.14,0.09
+03/10/2005,,,,,,,,,,,,,,,,15,2.1,10.75,13.5,-13420,-17812.21161,-12487.6929,0,0,0.15,0.09
+04/10/2005,,,,,,,,,,,,,,,,13.65,2.05,13.6,14.2,-13420,-17812.21161,-12487.6929,0,0,0.14,0.09
+05/10/2005,,,,,,,,,,,,,,,,14.4,2.6,10.25,15.1,-13420,-17812.21161,-12487.6929,0,0,0.2,0.1
+06/10/2005,,,,,,,,,,,,,,,,14.9,4.45,16.05,15.8,-13420,-17812.21161,-12487.6929,0,0,0.2,0.09
+07/10/2005,,,,,,,,,,,,,,,,17.15,3.8,14.65,16.15,-13420,-17812.21161,-12487.6929,0,0,0.16,0.11
+08/10/2005,,,,,,,,,,,,,,,,16.65,3.45,12.55,15.2,-13420,-17812.21161,-12487.6929,0,0,0.16,0.11
+09/10/2005,,,,,,,,,,,,,,,,14.75,6.05,17,17.5,-12749,-16921.60103,-11863.30826,0,0,0.17,0.09
+10/10/2005,,,,,,,,,,,,,,,,16,4.95,15.7,15.65,-13420,-17812.21161,-12487.6929,0,0,0.15,0.08
+11/10/2005,,,,,,,,,,,,,,,,16.55,4.95,15.6,15.1,-13420,-17812.21161,-12487.6929,0,0,0.16,0.09
+12/10/2005,,,,,,,,,,,,,,,,15.1,4.95,15.25,15.1,-13420,-17812.21161,-12487.6929,0,0,0.13,0.07
+13/10/2005,,,,,,,,,,,,,,,,14.3,4.25,14.85,13.75,-13420,-17812.21161,-12487.6929,0,0,0.14,0.08
+14/10/2005,,,,,,,,,,,,,,,,17.35,6.3,18.5,18.4,-13420,-17812.21161,-12487.6929,0,0,0.13,0.08
+15/10/2005,,,,,,,,,,,,,,,,17,6.05,17.2,16.45,-13420,-17812.21161,-12487.6929,0,0,0.11,0.07
+16/10/2005,,,,,,,,,,,,,,,,16.05,6.15,15.75,16.35,-12749,-16921.60103,-11863.30826,0,0,0.11,0.07
+17/10/2005,,,,,,,,,,,,,,,,18.25,4.65,15.65,17.65,-13420,-17812.21161,-12487.6929,0,0,0.11,0.08
+18/10/2005,,,,,,,,,,,,,,,,14,4.15,12.65,14.75,-13420,-17812.21161,-12487.6929,0,0,0.11,0.06
+19/10/2005,,,,,,,,,,,,,,,,16.4,2.1,11.1,13.05,-13420,-17812.21161,-12487.6929,0,0,0.13,0.11
+20/10/2005,,,,,,,,,,,,,,,,13.35,4.15,12.55,15.55,-13420,-17812.21161,-12487.6929,0,0,0.36,0.22
+21/10/2005,,,,,,,,,,,,,,,,16.65,4.5,16.5,17.8,-13420,-17812.21161,-12487.6929,0,0,0.26,0.13
+22/10/2005,,,,,,,,,,,,,,,,17.9,5.3,17.25,19.15,-13420,-17812.21161,-12487.6929,0,0,0.22,0.11
+23/10/2005,,,,,,,,,,,,,,,,18.3,5,17.2,18.4,-12749,-16921.60103,-11863.30826,0,0,0.2,0.11
+24/10/2005,,,,,,,,,,,,,,,,18.75,5.3,18.15,17.55,-13420,-17812.21161,-12487.6929,0,0,0.21,0.11
+25/10/2005,,,,,,,,,,,,,,,,17.1,6.15,17.1,16.5,-13420,-17812.21161,-12487.6929,0,0,0.2,0.1
+26/10/2005,,,,,,,,,,,,,,,,18.05,5.45,15.4,17.7,-13420,-17812.21161,-12487.6929,0,0,0.18,0.1
+27/10/2005,,,,,,,,,,,,,,,,16.35,5.9,15.65,14.8,-13420,-17812.21161,-12487.6929,0,0,0.17,0.09
+28/10/2005,,,,,,,,,,,,,,,,14.55,5.8,16.1,15.25,-13420,-17812.21161,-12487.6929,0,0,0.17,0.08
+29/10/2005,,,,,,,,,,,,,,,,14.95,6.3,16.25,14.45,-13420,-17812.21161,-12487.6929,0,0,0.15,0.08
+30/10/2005,,,,,,,,,,,,,,,,15.35,5.2,15.75,13.95,-12749,-16921.60103,-11863.30826,0,0,0.15,0.08
+31/10/2005,,,,,,,,,,,,,,,,17.2,4.65,15.7,15.7,-13420,-17812.21161,-12487.6929,0,0,0.15,0.08
+01/11/2005,,,,,,,,,,,,,,,,17.9,4.15,13.6,16.6,-13275.7,-18169.92,-12650.456,0,0,0.19,0.15
+02/11/2005,,,,,,,,,,,,,,,,16.5,3.9,14.45,14.95,-13275.7,-18169.92,-12650.456,0,0,0.2,0.12
+03/11/2005,,,,,,,,,,,,,,,,15,4.7,14.95,14.85,-13275.7,-18169.92,-12650.456,0,0,0.18,0.1
+04/11/2005,,,,,,,,,,,,,,,,15.8,4.5,15.7,16.2,-13275.7,-18169.92,-12650.456,0,0,0.16,0.1
+05/11/2005,,,,,,,,,,,,,,,,17.4,4.6,14.55,16.15,-13275.7,-18169.92,-12650.456,0,0,0.23,0.17
+06/11/2005,,,,,,,,,,,,,,,,17.6,3.05,14,15.65,-12611.915,-17261.424,-12017.9332,0,0,0.66,1.21
+07/11/2005,,,,,,,,,,,,,,,,16.25,3.2,15.5,14.95,-13275.7,-18169.92,-12650.456,0,0,0.55,0.89
+08/11/2005,,,,,,,,,,,,,,,,13.95,6.45,14.9,14.5,-13275.7,-18169.92,-12650.456,0,0,0.38,0.25
+09/11/2005,,,,,,,,,,,,,,,,14.2,6.25,13.75,12.95,-13275.7,-18169.92,-12650.456,0,0,0.3,0.17
+10/11/2005,,,,,,,,,,,,,,,,13.7,6.65,15.15,13.5,-13275.7,-18169.92,-12650.456,0,0,0.29,0.15
+11/11/2005,,,,,,,,,,,,,,,,13.1,7.45,13.95,12.8,-13275.7,-18169.92,-12650.456,0,0,0.24,0.13
+12/11/2005,,,,,,,,,,,,,,,,12.55,6.2,12.15,11.15,-13275.7,-18169.92,-12650.456,0,0,0.23,0.12
+13/11/2005,,,,,,,,,,,,,,,,11.55,6.2,12.3,11.4,-12611.915,-17261.424,-12017.9332,0,0,0.19,0.11
+14/11/2005,,,,,,,,,,,,,,,,11.85,5.1,9.5,10.65,-13275.7,-18169.92,-12650.456,0,0,0.22,0.11
+15/11/2005,,,,,,,,,,,,,,,,12.65,4.7,12.05,12.6,-13275.7,-18169.92,-12650.456,0,0,0.21,0.11
+16/11/2005,,,,,,,,,,,,,,,,11.4,5.1,9.85,11.25,-13275.7,-18169.92,-12650.456,0,0,0.21,0.11
+17/11/2005,,,,,,,,,,,,,,,,12.5,3.75,7.65,10.9,-13275.7,-18169.92,-12650.456,0,0,0.28,0.2
+18/11/2005,,,,,,,,,,,,,,,,8.6,3.3,8.7,7.95,-13275.7,-18169.92,-12650.456,0,0,0.21,0.13
+19/11/2005,,,,,,,,,,,,,,,,7.55,1.9,6.85,5.85,-13275.7,-18169.92,-12650.456,0,0,0.21,0.11
+20/11/2005,,,,,,,,,,,,,,,,4.85,1.1,4.9,3.65,-12611.915,-17261.424,-12017.9332,0,0,0.17,0.1
+21/11/2005,,,,,,,,,,,,,,,,5.7,1,4.55,4.75,-13275.7,-18169.92,-12650.456,0,0,0.21,0.11
+22/11/2005,,,,,,,,,,,,,,,,6.2,0.45,6.75,7.6,-13275.7,-18169.92,-12650.456,0,0,0.21,0.1
+23/11/2005,,,,,,,,,,,,,,,,7.25,0.95,4.4,5.65,-13275.7,-18169.92,-12650.456,0,0,0.17,0.09
+24/11/2005,,,,,,,,,,,,,,,,4.4,2.45,2.9,3.2,-13275.7,-18169.92,-12650.456,0,0,0.21,0.09
+25/11/2005,,,,,,,,,,,,,,,,1.95,1.8,1.4,2.45,-13275.7,-18169.92,-12650.456,0,0,0.22,0.14
+26/11/2005,,,,,,,,,,,,,,,,4.25,3.9,4.4,6.45,-13275.7,-18169.92,-12650.456,0,0,0.53,0.68
+27/11/2005,,,,,,,,,,,,,,,,5.95,2.55,4.35,5,-12611.915,-17261.424,-12017.9332,0,0,0.54,0.75
+28/11/2005,,,,,,,,,,,,,,,,3.8,2.95,4.2,4.1,-13275.7,-18169.92,-12650.456,0,0,0.43,0.28
+29/11/2005,,,,,,,,,,,,,,,,5.6,2.75,4.2,5,-13275.7,-18169.92,-12650.456,0,0,0.41,0.26
+30/11/2005,,,,,,,,,,,,,,,,5.8,2.1,4.5,5.3,-13275.7,-18169.92,-12650.456,0,0,0.44,0.25
+01/12/2005,,,,,,,,,,,,,,,,4.5,2.95,5.45,4.3,-12554.58065,-18489.6,-12747.97419,0,0,0.36,0.24
+02/12/2005,,,,,,,,,,,,,,,,5.9,3.45,5.2,5.3,-12554.58065,-18489.6,-12747.97419,0,0,0.4,0.22
+03/12/2005,,,,,,,,,,,,,,,,10.1,5.2,10.4,11.4,-12554.58065,-18489.6,-12747.97419,0,0,1.14,3
+04/12/2005,,,,,,,,,,,,,,,,11.9,6.35,9.6,10.1,-11926.85161,-17565.12,-12110.57548,0,0,0.79,1.77
+05/12/2005,,,,,,,,,,,,,,,,12.8,6.15,8.9,10.85,-12554.58065,-18489.6,-12747.97419,0,0,0.95,2.39
+06/12/2005,,,,,,,,,,,,,,,,10.7,4.15,7.25,7.45,-12554.58065,-18489.6,-12747.97419,0,0,0.97,2.36
+07/12/2005,,,,,,,,,,,,,,,,6.05,5,7.7,6.2,-12554.58065,-18489.6,-12747.97419,0,0,0.71,1.57
+08/12/2005,,,,,,,,,,,,,,,,6.4,2.95,2.4,2.05,-12554.58065,-18489.6,-12747.97419,0,0,0.62,1.16
+09/12/2005,,,,,,,,,,,,,,,,5.15,0.7,6,7.2,-12554.58065,-18489.6,-12747.97419,0,0,0.56,0.88
+10/12/2005,,,,,,,,,,,,,,,,9.7,-0.5,5.2,7.1,-12554.58065,-18489.6,-12747.97419,0,0,0.52,0.64
+11/12/2005,,,,,,,,,,,,,,,,8.15,-1.65,6.35,6,-11926.85161,-17565.12,-12110.57548,0,0,0.44,0.28
+12/12/2005,,,,,,,,,,,,,,,,7.8,0.65,3.9,5.05,-12554.58065,-18489.6,-12747.97419,0,0,0.42,0.19
+13/12/2005,,,,,,,,,,,,,,,,3.7,3.15,7.25,6.65,-12554.58065,-18489.6,-12747.97419,0,0,0.41,0.16
+14/12/2005,,,,,,,,,,,,,,,,8.7,3.9,4.95,6.75,-12554.58065,-18489.6,-12747.97419,0,0,0.39,0.16
+15/12/2005,,,,,,,,,,,,,,,,8.2,2.35,5.85,5.4,-12554.58065,-18489.6,-12747.97419,0,0,0.36,0.12
+16/12/2005,,,,,,,,,,,,,,,,5.75,3.1,4.85,5.1,-12554.58065,-18489.6,-12747.97419,0,0,0.32,0.13
+17/12/2005,,,,,,,,,,,,,,,,6.9,2.3,6.3,6.75,-12554.58065,-18489.6,-12747.97419,0,0,0.31,0.12
+18/12/2005,,,,,,,,,,,,,,,,4.3,0.55,3.25,3.2,-11926.85161,-17565.12,-12110.57548,0,0,0.29,0.1
+19/12/2005,,,,,,,,,,,,,,,,2.7,0.45,0.15,-0.6,-12554.58065,-18489.6,-12747.97419,0,0,0.29,0.09
+20/12/2005,,,,,,,,,,,,,,,,0.7,2.95,5.7,5.1,-12554.58065,-18489.6,-12747.97419,0,0,0.3,0.08
+21/12/2005,,,,,,,,,,,,,,,,5.35,4.7,6.15,5.05,-12554.58065,-18489.6,-12747.97419,0,0,0.28,0.08
+22/12/2005,,,,,,,,,,,,,,,,4.45,2.4,2.8,2.4,-12554.58065,-18489.6,-12747.97419,0,0,0.28,0.08
+23/12/2005,,,,,,,,,,,,,,,,2.15,4.25,5.25,3.95,-12554.58065,-18489.6,-12747.97419,0,0,0.27,0.07
+24/12/2005,,,,,,,,,,,,,,,,3.85,3.4,2.7,2.25,-12554.58065,-18489.6,-12747.97419,0,0,0.26,0.07
+25/12/2005,,,,,,,,,,,,,,,,2.3,4.55,5.3,6.3,-11926.85161,-17565.12,-12110.57548,0,0,0.26,0.07
+26/12/2005,,,,,,,,,,,,,,,,7.5,3.4,8,7.95,-12554.58065,-18489.6,-12747.97419,0,0,0.28,0.07
+27/12/2005,,,,,,,,,,,,,,,,8.6,1.4,4.8,5.95,-12554.58065,-18489.6,-12747.97419,0,0,0.3,0.11
+28/12/2005,,,,,,,,,,,,,,,,5.3,-1.6,2.35,3.55,-12554.58065,-18489.6,-12747.97419,0,0,0.29,0.1
+29/12/2005,,,,,,,,,,,,,,,,4.05,-3.4,0.75,-0.05,-12554.58065,-18489.6,-12747.97419,0,0,0.28,0.11
+30/12/2005,,,,,,,,,,,,,,,,-0.3,-2.1,0.15,-0.65,-12554.58065,-18489.6,-12747.97419,0,0,0.29,0.11
+31/12/2005,,,,,,,,,,,,,,,,0.8,2.25,1.15,1.55,-12554.58065,-18489.6,-12747.97419,0,0,0.29,0.15
+01/01/2006,37.2,26,21.4,43.2,29.4,35.2,31.2,0,11.2,38,-14.94,,,,,4.25,0,5.1,5.8,-10355.06129,-17331.98265,-12716.70735,0,0,0.5,0.57
+02/01/2006,3.2,8.4,0.2,8,6,7.4,3.6,0,0,4.2,-14.96,,,,,7.2,0,5.55,5.3,-10900.06452,-18244.19226,-13386.00774,0,0,0.53,0.72
+03/01/2006,0.2,0,0,0.2,0,0.2,0,0,0.2,0.2,-15.02,,,,,6.35,0,6.25,6.15,-10900.06452,-18244.19226,-13386.00774,0,0,0.48,0.47
+04/01/2006,0,0.2,0,0,0,0,0.2,0,0,0,-15.02,,,,,9.6,0,3.8,3.8,-10900.06452,-18244.19226,-13386.00774,0,0,0.43,0.21
+05/01/2006,0,0,0,0,0,0,0,0,0,0,-15.02,,,,,5.7,0,4.35,4.2,-10900.06452,-18244.19226,-13386.00774,0,0,0.38,0.18
+06/01/2006,0,0,0,0,0,0,0,0.4,0,0,-15.04,,,,,5.05,0,4.95,3.25,-10900.06452,-18244.19226,-13386.00774,0,0,0.35,0.15
+07/01/2006,0,0,0,0.2,0,0,0.2,0.2,0,0.2,-15.06,,,,,4.75,0,5.05,3.25,-10900.06452,-18244.19226,-13386.00774,0,0,0.36,0.13
+08/01/2006,0,0.2,0,0.2,0,0,0,0,0,0,-15.07,,,,,5.3,7.1,5.65,4.15,-10355.06129,-17331.98265,-12716.70735,0,0,0.31,0.12
+09/01/2006,0.2,0.2,0,0,0,0,0.2,0,0,0.2,-15.08,,,,,5.65,5.75,3.4,3.2,-10900.06452,-18244.19226,-13386.00774,0,0,0.32,0.11
+10/01/2006,0,0,0,0,0,0,0.2,0,0,0,-15.08,,,,,2.9,8.65,4.5,2.5,-10900.06452,-18244.19226,-13386.00774,0,0,0.28,0.1
+11/01/2006,0,0,0,0.2,0,0,0.2,0,0,0,-15.08,,,,,7.95,8.55,4.25,2.9,-10900.06452,-18244.19226,-13386.00774,0,0,0.28,0.1
+12/01/2006,0,0,0,0,0,0,0,0,0,0,-15.07,,,,,15.55,8.85,5.2,3.1,-10900.06452,-18244.19226,-13386.00774,0,0,0.22,0.09
+13/01/2006,0.2,0.2,0,0.2,0,0,0.2,0,0,0,-15.08,,,,,3.55,6.3,3.65,3,-10900.06452,-18244.19226,-13386.00774,0,0,0.24,0.08
+14/01/2006,0,0,0,0,0,0,0,0,0,0,-15.06,,,,,1.7,6.75,2.95,1.35,-10900.06452,-18244.19226,-13386.00774,0,0,0.21,0.07
+15/01/2006,0,0.2,0,0.2,0,0,0.2,0,0,0,-15.05,,,,,0.9,8.3,3.05,2.05,-10355.06129,-17331.98265,-12716.70735,0,0,0.21,0.07
+16/01/2006,0,0,0.2,0,0,0,0,0,0.2,0,-15.04,,,,,2.2,9.65,2.1,1.75,-10900.06452,-18244.19226,-13386.00774,0,0,0.25,0.08
+17/01/2006,5.4,6.6,48,9,12.8,11.6,13.4,0,40.6,9.8,-14.99,,,,,3.7,0,4.55,5.8,-10900.06452,-18244.19226,-13386.00774,0,0,0.3,0.17
+18/01/2006,68,76.6,69.8,71,69.8,88.2,67.2,0,23,102.2,-14.86,,,,,6.6,0,6.5,8.05,-10900.06452,-18244.19226,-13386.00774,0,0,0.77,1.38
+19/01/2006,2.8,25.2,0.2,22,6.2,11.6,4,0,0.2,6.8,-14.93,,,,,5.6,0,8.2,6.35,-10900.06452,-18244.19226,-13386.00774,0,0,0.6,1
+20/01/2006,0,0,0.2,0.2,0,0,0,0,0,0,-14.96,,,,,5.8,0,6.85,5.2,-10900.06452,-18244.19226,-13386.00774,0,0,0.49,0.49
+21/01/2006,0.2,0.2,0.8,0,0,0,0.2,0,0,0.2,-14.91,,,,,6,0,4.7,4.75,-10900.06452,-18244.19226,-13386.00774,0,0,0.43,0.23
+22/01/2006,0,0.4,0.2,0.2,0.2,1.2,0,0.2,0.2,0.8,-14.9,,,,,3.7,0,6.1,6.3,-10355.06129,-17331.98265,-12716.70735,0,0,0.35,0.18
+23/01/2006,0,0,0,0,0,0,0,0.2,0,0,-14.93,,,,,6,0,3.7,3.6,-10900.06452,-18244.19226,-13386.00774,0,0,0.36,0.16
+24/01/2006,0,0,0,0,0,0,0,4,0,0,-14.97,,,,,2.15,0,1.45,2.4,-10900.06452,-18244.19226,-13386.00774,0,0,0.31,0.14
+25/01/2006,0,0,0,0,0,0,0,0,0,0,-14.95,,,,,-0.1,0,0,0.5,-10900.06452,-18244.19226,-13386.00774,0,0,0.29,0.14
+26/01/2006,0,0,0,0,0,0,0,0,1.6,0,-14.9,,,,,0,0,-0.4,-0.15,-10900.06452,-18244.19226,-13386.00774,0,0,0.3,0.13
+27/01/2006,11,9.8,3,6.4,15.8,18.6,10.8,0,23.4,0.2,-14.92,,,,,2,0,3.2,4.25,-10900.06452,-18244.19226,-13386.00774,0,0,0.34,0.16
+28/01/2006,32.6,3.6,21,4.8,10,5,17.2,0,2,31.2,-14.96,,,,,5.05,0,5.55,7.2,-10900.06452,-18244.19226,-13386.00774,0,0,0.33,0.18
+29/01/2006,17.6,1.6,12.8,3.6,4.2,2.2,2.8,4.8,4.6,29.4,-14.95,,,,,7.8,0,6.5,7.45,-10355.06129,-17331.98265,-12716.70735,0,0,0.38,0.16
+30/01/2006,8.2,8.4,0.6,6.6,4.8,5,4.6,1.2,0.4,8.6,-14.92,,,,,7.95,0,9.55,10,-10900.06452,-18244.19226,-13386.00774,0,0,0.43,0.16
+31/01/2006,0,0,0,0,0.2,0,0,0,0,0.2,-14.91,,,,,9.9,0,11.55,10.85,-10900.06452,-18244.19226,-13386.00774,0,0,0.45,0.57
+01/02/2006,0,0,0,0,0,0,0,0,0,0,-14.91,,,,,9.15,0,11.85,10,-11114.89286,-17917.10286,-13271.83086,0,0,0.43,0.54
+02/02/2006,0,0.2,0,0,0,0,0.2,0,0,0,-14.91,,,,,9.75,0,9.25,7.7,-11114.89286,-17917.10286,-13271.83086,0,0,0.42,0.45
+03/02/2006,0.2,0,0,0,0,0,0.2,0,0,0,-14.9,,,,,8.95,0,6.95,7.85,-11114.89286,-17917.10286,-13271.83086,0,0,0.38,0.23
+04/02/2006,0,0,0,0,0,0,0.2,0,0,0,-14.89,,,,,7.8,0,8.6,9.55,-11114.89286,-17917.10286,-13271.83086,0,0,0.38,0.13
+05/02/2006,0,0,0,0,0,0,0,0,0,0,-14.91,,,,,8.15,0,5.1,6.15,-10559.14821,-17021.24771,-12608.23931,0,0,0.36,0.11
+06/02/2006,0,0,0,0,0,0,0,0,0,0,-14.94,,,,,3.75,0,2.2,2.6,-11114.89286,-17917.10286,-13271.83086,0,0,0.35,0.11
+07/02/2006,0,0,0,0,0,0,0,0,0,0,-14.95,,,,,1.1,0,2.35,2.3,-11114.89286,-17917.10286,-13271.83086,0,0,0.31,0.1
+08/02/2006,0,0,8.6,0,0,0,0,0,1.6,0,-14.87,,,,,3.95,0,3.75,4.95,-11114.89286,-17917.10286,-13271.83086,0,0,0.32,0.11
+09/02/2006,1.8,5.8,6,2,5.6,6,2.2,0,0.2,4.6,-14.83,,,,,3.5,0,7.9,7.05,-11114.89286,-17917.10286,-13271.83086,0,0,0.32,0.12
+10/02/2006,0,0,0,0.2,0,0,0,0,0,0,-14.87,,,,,5.4,1.85,5.9,5.35,-11114.89286,-17917.10286,-13271.83086,0,0,0.29,0.1
+11/02/2006,0,0.2,0,0,0,0,0,0,0,0,-14.94,,,,,4.25,2.45,5.8,4.35,-11114.89286,-17917.10286,-13271.83086,0,0,0.25,0.09
+12/02/2006,0,0,0,0,0,0,0,0,0,0,-14.96,,,,,4.2,1.05,5.5,3.9,-10559.14821,-17021.24771,-12608.23931,0,0,0.25,0.08
+13/02/2006,0,0,0,0,0,0,0,0,0,0,-14.95,,,,,3.45,1.85,5.35,3.9,-11114.89286,-17917.10286,-13271.83086,0,0,0.28,0.09
+14/02/2006,0,0,6,0,0,0,0,0,0,0,-14.97,,,,,3.5,1.85,4.45,3.85,-11114.89286,-17917.10286,-13271.83086,0,0,0.28,0.08
+15/02/2006,3.8,13.8,14.6,7.2,8,15.6,5.6,0,17.8,9.6,-14.93,,,,,5.7,4,6.25,8.1,-11114.89286,-17917.10286,-13271.83086,0,0,0.3,0.13
+16/02/2006,39.2,55,69.2,33.2,40.8,54.4,35.4,0,30.4,62.4,-14.8,,,,,8.05,5.7,9.15,11.05,-11114.89286,-17917.10286,-13271.83086,0,0,0.62,0.94
+17/02/2006,20.8,19.8,1.2,12,32,35,22,0.6,1.6,35.4,-14.81,,,,,11.1,5.5,10.25,12.95,-11114.89286,-17917.10286,-13271.83086,0,0,0.74,1.5
+18/02/2006,1.6,0,0,0,0.4,0.6,0.6,0.4,8.8,2,-14.84,,,,,9.85,5.3,10,11.85,-11114.89286,-17917.10286,-13271.83086,0,0,0.57,0.89
+19/02/2006,9,0,8.8,0,2.2,0.8,5.8,0.4,9.8,3.4,-14.83,,,,,9.85,5.8,9.65,11.4,-10559.14821,-17021.24771,-12608.23931,0,0,0.55,0.78
+20/02/2006,24,14.4,8.4,13.2,17.8,18.2,19.6,0,33.8,23,-14.81,,,,,11.45,4.3,8.2,10.25,-11114.89286,-17917.10286,-13271.83086,0,0,0.65,1.26
+21/02/2006,37,22.4,16,14.8,22.2,25,48.2,0.8,15.2,28.8,-14.84,,,,,9.5,1.7,5.55,7.45,-11114.89286,-17917.10286,-13271.83086,0,0,0.77,1.66
+22/02/2006,10.8,10.8,4,7.4,7.4,6.8,10.6,5.8,4.2,14.8,-14.87,,,,,7.5,2.9,7,7.05,-11114.89286,-17917.10286,-13271.83086,0,0,0.69,1.4
+23/02/2006,5.2,4.4,0.2,2.6,2,2.2,1.6,0,0.2,5.8,-14.83,,,,,5.1,3.55,7.65,8.15,-11114.89286,-17917.10286,-13271.83086,0,0,0.63,1.18
+24/02/2006,0,0,0,0,0,0,0,8.6,1.6,0,-14.77,,,,,9.15,0.6,6.45,7.75,-11114.89286,-17917.10286,-13271.83086,0,0,0.57,0.93
+25/02/2006,0.8,2.6,6.8,4.4,2.4,1,2.4,8.8,1.2,1.8,-14.8,,,,,6.75,0.65,5.3,7.25,-11114.89286,-17917.10286,-13271.83086,0,0,0.53,0.69
+26/02/2006,1,1.4,1.6,1,1,0.8,0.4,0,1.2,0.8,-14.8,,,,,6,2.3,7.1,7.45,-10559.14821,-17021.24771,-12608.23931,0,0,0.45,0.3
+27/02/2006,1.6,0.8,0,0.6,3,1.6,2.6,0,0,5.2,-14.78,,,,,5.95,2.85,7.3,7.15,-11114.89286,-17917.10286,-13271.83086,0,0,0.44,0.23
+28/02/2006,0,0,0,0,0,0,0,0,0,0,-14.77,,,,,6.75,0.15,5,6.35,-11114.89286,-17917.10286,-13271.83086,0,0,0.43,0.21
+01/03/2006,0,5.4,8,10,0,1,0,0,0.2,0,-14.77,,,,,5,0.7,4.2,4,-10657.06452,-17176.32,-12364.77368,0,0,0.39,0.19
+02/03/2006,0.2,1,0.4,0.6,0,0.2,0.4,0,1,0,-14.76,,,,,4.95,2.05,5.5,6.3,-10657.06452,-17176.32,-12364.77368,0,0,0.4,0.18
+03/03/2006,20,3,6.6,13.6,21.2,13.2,24.6,0.2,34.4,27.2,-14.78,,,,,5.55,2.8,5.65,6.3,-10657.06452,-17176.32,-12364.77368,0,0,0.44,0.45
+04/03/2006,24.6,45.6,0,10,6.2,5.8,26.2,12,18.8,13.6,-14.73,,,,,10.75,0,10.3,13,-10657.06452,-17176.32,-12364.77368,0,0,0.52,0.76
+05/03/2006,34.6,3.4,10.2,5.2,18.8,13.2,28,152,29.6,48.8,-14.66,,,,,12.85,0,9.65,11.85,-10124.21129,-16317.504,-11746.53499,0,0,0.89,2.17
+06/03/2006,20.4,6.6,0,7.2,28.4,16.2,34.6,20.2,0.2,46.4,-14.74,,,,,10.4,0,5.75,7.5,-10657.06452,-17176.32,-12364.77368,0,0,0.92,2.25
+07/03/2006,0,0,0,0,0,0,0,8,0,0,-14.79,,,,,3.65,0,5.5,5.6,-10657.06452,-17176.32,-12364.77368,0,0,0.7,1.51
+08/03/2006,0,0,0,0,0,0,0,0,0,0,-14.8,,,,,4.05,0,4.2,4.8,-10657.06452,-17176.32,-12364.77368,0,0,0.62,1.18
+09/03/2006,2,4.4,9.2,4.4,2.4,3,2,0,2.2,3,-14.74,,,,,7.3,0,7.85,8.85,-10657.06452,-17176.32,-12364.77368,0,0,0.58,1.01
+10/03/2006,6.6,4.2,1.8,4.6,11,9.8,16,1.4,15.2,15.2,-14.69,,,,,9.55,0,9.8,11.55,-10657.06452,-17176.32,-12364.77368,0,0,0.58,1.04
+11/03/2006,1.8,0,0,0,7.6,8.2,7,5,0,10,-14.68,,,,,8.75,0,8,8.2,-10657.06452,-17176.32,-12364.77368,0,0,0.57,0.96
+12/03/2006,0,0,0,0,0,0,0,2,0,0,-14.7,,,,,4.9,0,6.55,5.85,-10124.21129,-16317.504,-11746.53499,0,0,0.52,0.71
+13/03/2006,0,0,0,0,0,0,0,13.4,0,0,-14.74,,,,,6.1,0,5.05,6.5,-10657.06452,-17176.32,-12364.77368,0,0,0.48,0.52
+14/03/2006,0,0,0,0,0,0,0,2,0,0,-14.75,,,,,5.4,0,7,7.3,-10657.06452,-17176.32,-12364.77368,0,0,0.46,0.35
+15/03/2006,0,0,0,0,0,0,0,0,0,0,-14.75,,,,,6.85,0,6.75,7.45,-10657.06452,-17176.32,-12364.77368,0,0,0.44,0.24
+16/03/2006,5,2.6,3,3,3.8,5.6,3.8,0.4,3.6,5.2,-14.74,,,,,9.9,0,5.9,8.15,-10657.06452,-17176.32,-12364.77368,0,0,0.42,0.26
+17/03/2006,0.2,0,0,0,0,0,0,0.6,0,0.2,-14.74,,,,,6.15,0,7.8,7.95,-10657.06452,-17176.32,-12364.77368,0,0,0.41,0.21
+18/03/2006,0,0,0,0.2,0,0,0,0,0,0,-14.71,,,,,6.5,0,8.2,8.3,-10657.06452,-17176.32,-12364.77368,0,0,0.4,0.18
+19/03/2006,0,0,0,0,0,0,0,0,0,0,-14.69,,,,,10.7,0,7,9.65,-10124.21129,-16317.504,-11746.53499,0,0,0.3,0.33
+20/03/2006,0,0,3.8,0,0,0,0,0,1.4,0,-14.68,,,,,8.4,0,7.7,9.55,-10657.06452,-17176.32,-12364.77368,0,0,0.41,0.18
+21/03/2006,15.2,13.8,15.8,13.6,14.6,14.4,15,0,36.6,23.6,-14.65,,,,,10.05,0,8.25,11.3,-10657.06452,-17176.32,-12364.77368,0,0,0.44,0.41
+22/03/2006,20.4,2.8,0.6,1.4,12,6.4,24.4,0,1,28,-14.59,,,,,11.6,0,8.8,12.65,-10657.06452,-17176.32,-12364.77368,0,0,0.67,1.36
+23/03/2006,0.8,0.2,1.8,1,0.2,0.6,0,0,0.4,4.8,-14.61,,,,,10.15,0,11.25,13,-10657.06452,-17176.32,-12364.77368,0,0,0.59,1.03
+24/03/2006,3.4,3.8,8.6,10.8,12.6,0.2,2.4,0,6.4,0.6,-14.64,,,,,11.9,4.2,7.45,9,-10657.06452,-17176.32,-12364.77368,0,0,0.52,0.67
+25/03/2006,4.2,5.8,1.4,4.2,5.6,5,6.2,0,0,7.2,-14.66,,,,,9.3,5.1,10.8,12.8,-10657.06452,-17176.32,-12364.77368,0,0,0.49,0.53
+26/03/2006,0,0,0,0.2,0,0,0,0,0,0,-14.7,,,,,9.65,5.75,7.35,8.9,-10124.21129,-16317.504,-11746.53499,0,0,0.48,0.42
+27/03/2006,0,0.2,0,0,0,0,0,0,0,0,-14.68,,,,,10,7.75,10.75,12.7,-10657.06452,-17176.32,-12364.77368,0,0,0.47,0.38
+28/03/2006,0,0,2.4,0,1.4,0,0,2.6,3.6,0,-14.62,,,,,13.3,6.65,9.6,12.9,-10657.06452,-17176.32,-12364.77368,0,0,0.48,0.45
+29/03/2006,0.6,0.2,0.2,0.2,1,0.8,1.8,0,0.2,1.6,-14.63,,,,,12.25,5.6,10,13.2,-10657.06452,-17176.32,-12364.77368,0,0,0.5,0.6
+30/03/2006,0,0,0,0,0,0,0,0,0,0,-14.66,,,,,11.45,7,11.15,13.15,-10657.06452,-17176.32,-12364.77368,0,0,0.46,0.33
+31/03/2006,0,0,0,0,0,0,0,0,0,0,-14.65,,,,,11.35,8.9,9.85,12.45,-10657.06452,-17176.32,-12364.77368,0,0,0.45,0.22
+01/04/2006,0,0,0.2,0,5.4,0,0,0,0,0,-14.62,,,,,12.25,9.15,12,13.9,-10099.46667,-16398.72,-12589.47467,0,0,0.39,0.19
+02/04/2006,0,0.2,0,0,0.4,0,0,0.2,0,0,-14.6,,,,,13.65,9.45,12.3,14.95,-9594.493333,-15578.784,-11960.00093,0,0,0.35,0.13
+03/04/2006,0.2,0,0,0,1.8,0,0,0.2,0,0.4,-14.59,,,,,13.9,8.95,12.55,14.65,-10099.46667,-16398.72,-12589.47467,0,0,0.42,0.14
+04/04/2006,0,0,0,0.2,0,0,0,0.2,0,0,-14.57,,,,,12,9.9,13.35,13.9,-10099.46667,-16398.72,-12589.47467,0,0,0.39,0.12
+05/04/2006,0,0,0.2,0,4.6,0,0,3.6,2,0,-14.51,,,,,12.65,7.2,10.3,11.6,-10099.46667,-16398.72,-12589.47467,0,0,0.39,0.14
+06/04/2006,2.2,3,0.6,0.2,3.2,1.6,4.2,12.2,11,2,-14.49,,,,,13.7,6.75,10.3,13.3,-10099.46667,-16398.72,-12589.47467,0,0,0.39,0.13
+07/04/2006,3.4,0,0,2.2,4,3.4,5.2,0,0,6.2,-14.54,,,,,9.75,6.4,10.4,11.7,-10099.46667,-16398.72,-12589.47467,0,0,0.39,0.09
+08/04/2006,0,0,0,0,0.4,0,0,0,0,0,-14.55,,,,,10,7.7,10.5,11.4,-10099.46667,-16398.72,-12589.47467,0,0,0.35,0.09
+09/04/2006,0,0,0,0,0,0,0,0,0,0,-14.55,,,,,11.95,8.55,12.15,14.3,-9594.493333,-15578.784,-11960.00093,0,0,0.33,0.09
+10/04/2006,0,0,1.2,0,0,0,0,0,1,0,-14.51,,,,,13.7,8.15,11.95,14,-10099.46667,-16398.72,-12589.47467,0,0,0.37,0.1
+11/04/2006,2.8,0,0,0,0.8,1,2,5.4,1,1.2,-14.51,,,,,14.6,4.7,8.4,11.5,-10099.46667,-16398.72,-12589.47467,0,0,0.36,0.08
+12/04/2006,0,0,0,0,0,0,0,1,0.2,0,-14.55,,,,,7.95,6.3,9,10.4,-10099.46667,-16398.72,-12589.47467,0,0,0.36,0.08
+13/04/2006,0,0,0,0,0.2,0.2,0,1.2,0,1,-14.56,,,,,9.2,7.45,10.75,11.75,-10099.46667,-16398.72,-12589.47467,0,0,0.33,0.07
+14/04/2006,0,0,0,0,0,0,0,0,0,0,-14.58,,,,,10.65,10.05,11.55,12.9,-10099.46667,-16398.72,-12589.47467,0,0,0.33,0.07
+15/04/2006,0,0,0.8,0,0,0,0,0,1,0,-14.58,,,,,14,9.7,13.45,15.55,-10099.46667,-16398.72,-12589.47467,0,0,0.32,0.06
+16/04/2006,1.8,2.2,2.2,0.8,2.6,2.6,2.4,0,0.8,2.6,-14.54,,,,,16.45,8.9,13,14.55,-9594.493333,-15578.784,-11960.00093,0,0,0.28,0.07
+17/04/2006,0,0.6,0,0.6,0.2,0.2,0,0,0,0.2,-14.5,,,,,12.7,11.55,13.7,15.5,-10099.46667,-16398.72,-12589.47467,0,0,0.33,0.07
+18/04/2006,0,0,0.8,0.8,0,0,0,1.6,0,0,-14.47,,,,,16.25,9.95,12.75,15.45,-10099.46667,-16398.72,-12589.47467,0,0,0.35,0.07
+19/04/2006,0,0,0,0,4.2,0,0,10.4,0,0,-14.5,,,,,14.3,11.3,13.2,16.45,-10099.46667,-16398.72,-12589.47467,0,0,0.35,0.06
+20/04/2006,0,0,0,0,0,0,0,0,1.8,0,-14.55,,,,,13.75,11.3,14,15.5,-10099.46667,-16398.72,-12589.47467,0,0,0.36,0.06
+21/04/2006,3.8,0,0,0,2.6,0,1.6,6.4,2.8,6.8,-14.57,,,,,15.35,12.2,14.55,15.85,-10099.46667,-16398.72,-12589.47467,0,0,0.36,0.05
+22/04/2006,2.6,0,0,0.2,0.8,0.8,1.6,0.6,0,2.2,-14.57,,,,,15.65,14,14.75,16.55,-10099.46667,-16398.72,-12589.47467,0,0,0.35,0.05
+23/04/2006,0,0,0,0,0,0,0,0,0,0,-14.55,,,,,15.6,13.1,13.8,15.85,-9594.493333,-15578.784,-11960.00093,0,0,0.3,0.05
+24/04/2006,0,0,0,0,0,0,0,0,0,0,-14.55,,,,,14.8,15.5,17.2,17.75,-10099.46667,-16398.72,-12589.47467,0,0,0.33,0.04
+25/04/2006,0,0,0,0,4.8,0,0,0,0.4,0,-14.55,,,,,17.8,15.8,18,18.6,-10099.46667,-16398.72,-12589.47467,0,0,0.31,0.05
+26/04/2006,0,0,0.2,0,0.4,0,0.4,0.4,9,0,-14.53,,,,,19.8,8.25,16.5,19,-10099.46667,-16398.72,-12589.47467,0,0,0.32,0.05
+27/04/2006,11.2,1.2,1.2,0.2,3.8,1.2,2.4,5,0.2,14.6,-14.51,,,,,17,11.6,14.55,16.45,-10099.46667,-16398.72,-12589.47467,0,0,0.31,0.05
+28/04/2006,0.2,0.6,1,10.2,2.8,0.4,0.4,16.2,1.4,0.6,-14.48,,,,,16.55,11.1,14.5,17.4,-10099.46667,-16398.72,-12589.47467,0,0,0.32,0.05
+29/04/2006,0.4,0.4,0.4,0,1.4,3,0.6,1.8,5,0.6,-14.48,,,,,16.85,10.85,15,18.6,-10099.46667,-16398.72,-12589.47467,0,0,0.3,0.05
+30/04/2006,14.4,5.4,11,20.4,3,17.2,8.4,7.8,11.4,6.6,-14.49,,,,,16.2,9.9,14.8,16.25,-9594.493333,-15578.784,-11960.00093,0,0,0.35,0.06
+01/05/2006,7.6,3.8,7.4,5.2,4.4,3.4,7.8,2.8,0.6,12.2,-14.51,,,,,15,8.85,13.95,16.6,-10540.48387,-17012.16,-13557.01161,0,0,0.29,0.05
+02/05/2006,0.2,0,0,0,0,0,0,0,0,0,-14.55,,,,,14.2,11.3,15.45,17.15,-10540.48387,-17012.16,-13557.01161,0,0,0.31,0.05
+03/05/2006,0,0,0,0,0,0,0,0.6,0,0,-14.56,,,,,16.2,14.8,18,18.2,-10540.48387,-17012.16,-13557.01161,0,0,0.31,0.05
+04/05/2006,0,0,0,0,2.4,0,0,0,0,0,-14.57,,,,,16.65,15.45,17.2,18.6,-10540.48387,-17012.16,-13557.01161,0,0,0.31,0.03
+05/05/2006,0,0,0,0,0.6,0,0,0,0,0,-14.6,,,,,18.75,13.6,16.75,18.65,-10540.48387,-17012.16,-13557.01161,0,0,0.31,0.04
+06/05/2006,0,0,0,0,0,0,0,0,0,0,-14.6,,,,,16.25,13.25,16.7,17.95,-10540.48387,-17012.16,-13557.01161,0,0,0.26,0.03
+07/05/2006,0,0,0,0,0,0,0,0,0,0,-14.6,,,,,16.6,11.9,15.6,17.75,-10013.45968,-16161.552,-12879.16103,0,0,0.22,0.04
+08/05/2006,0,0,0,0,0,0,0,2.2,0,0,-14.59,,,,,16.1,11.95,14.55,17.1,-10540.48387,-17012.16,-13557.01161,0,0,0.28,0.04
+09/05/2006,14.2,13,14,11.6,16.8,14.8,15.2,6.6,12.2,27,-14.56,,,,,17.65,7.5,11.45,13.4,-10540.48387,-17012.16,-13557.01161,0,0,0.3,0.05
+10/05/2006,0.4,0.4,0,7.2,3.2,1.4,3.2,1.4,0,2.8,-14.58,,,,,11.3,9.6,12.7,14.15,-10540.48387,-17012.16,-13557.01161,0,0,0.3,0.04
+11/05/2006,2.6,17.8,22.2,12,3.8,10.4,2.2,2.8,4.4,0.8,-14.61,,,,,15.65,12.1,14.55,16.75,-10540.48387,-17012.16,-13557.01161,0,0,0.29,0.04
+12/05/2006,0,0,0,0.2,1.8,0,0,0,0,0.4,-14.65,,,,,15.4,16.4,16.05,17.45,-10540.48387,-17012.16,-13557.01161,0,0,0.27,0.03
+13/05/2006,0,0,4.4,0,0.8,0,0,0,2.2,0,-14.66,,,,,16.95,13.85,15.05,17.2,-10540.48387,-17012.16,-13557.01161,0,0,0.26,0.03
+14/05/2006,1.6,4.6,1,4,3.2,4.4,2.4,0.2,1.4,3,-14.64,,,,,17.6,14.2,15.7,18.35,-10013.45968,-16161.552,-12879.16103,0,0,0.24,0.04
+15/05/2006,0,0,0,0.2,0.4,0,0,0,0,0,-14.65,,,,,16.1,17.05,17.35,19.05,-10540.48387,-17012.16,-13557.01161,0,0,0.28,0.03
+16/05/2006,0,0,0,0,1.6,0,0,0,0,0,-14.64,,,,,17.65,16.95,17.2,18.9,-10540.48387,-17012.16,-13557.01161,0,0,0.28,0.03
+17/05/2006,0,0,0,0,0,0,0,0,0,0,-14.63,,,,,18.7,16.3,17,19.4,-10540.48387,-17012.16,-13557.01161,0,0,0.25,0.03
+18/05/2006,0,0,0,0,0.8,0,0,0,0,0,-14.63,,,,,18,19.5,19.1,20.25,-10540.48387,-17012.16,-13557.01161,0,0,0.27,0.03
+19/05/2006,0,0,0,0,0.6,0,0,0,0,0,-14.59,,,,,20.9,16.8,18.3,20.85,-10540.48387,-17012.16,-13557.01161,0,0,0.26,0.02
+20/05/2006,0,0,0,0,0,0,0,0,0,0,-14.58,,,,,19.1,14.15,15.65,18.2,-10540.48387,-17012.16,-13557.01161,0,0,0.2,0.03
+21/05/2006,0.2,0,0,0,1.6,0,0,0,0,0.8,-14.59,,,,,19,16.75,18.95,20.75,-10013.45968,-16161.552,-12879.16103,0,0,0.21,0.03
+22/05/2006,0,0,0,0,0,0,0,0,0,0,-14.6,,,,,18.7,20.05,20.15,21.4,-10540.48387,-17012.16,-13557.01161,0,0,0.22,0.02
+23/05/2006,0,0,4.6,0,4.4,0,0,0,4,0,-14.61,,,,,21.15,16.35,17.3,18.6,-10540.48387,-17012.16,-13557.01161,0,0,0.22,0.03
+24/05/2006,11.4,6.4,7.6,13,7.6,7.8,8,1.2,3.4,11.8,-14.64,,,,,19.25,14.9,16.35,19,-10540.48387,-17012.16,-13557.01161,0,0,0.22,0.03
+25/05/2006,0,0,0,0,0.2,0,0,0,0,0,-14.68,,,,,16.2,16.75,16.5,18.7,-10540.48387,-17012.16,-13557.01161,0,0,0.21,0.06
+26/05/2006,0,0,0,0,0.2,0,0,0,0,0,-14.69,,,,,17,18.4,17.5,18.65,-10540.48387,-17012.16,-13557.01161,0,0,0.21,0.08
+27/05/2006,0,0,0,0,0,0,0,0,0,0,-14.7,,,,,18.45,19.95,17.6,20.55,-10540.48387,-17012.16,-13557.01161,0,0,0.21,0.08
+28/05/2006,0,0,0,0,0,0,0,0,0,0,-14.66,,,,,19.3,18.8,17.5,19.95,-10013.45968,-16161.552,-12879.16103,0,0,0.19,0.08
+29/05/2006,0,0,0,0,0,0,0,0,0,0,-14.59,,,,,20.1,17,17.2,19.6,-10540.48387,-17012.16,-13557.01161,0,0,0.2,0.09
+30/05/2006,7,3,10.8,1.4,5.2,19.6,5.8,8.6,5.4,11.4,-14.57,,,,,21.1,13.25,12.3,15.05,-10540.48387,-17012.16,-13557.01161,0,0,0.19,0.08
+31/05/2006,0.6,0,4,5.2,1.2,0.2,0.6,6,0,1.4,-14.64,,,,,11.65,12.15,12.6,13.55,-10540.48387,-17012.16,-13557.01161,0,0,0.19,0.07
+01/06/2006,0,0,0,3.8,0.2,0,0,0,0,0,-14.66,,,,,15.85,13.3,17.35,17.6,-11823.53333,-17297.28,-13765.72,0,0,0.19,0.05
+02/06/2006,2,0,0,0,0,0,2.4,34.8,3.6,1.4,-14.66,,,,,15.35,12.05,15.25,15.9,-11823.53333,-17297.28,-13765.72,0,0,0.16,0.05
+03/06/2006,0,0,0,0,0,0,0,2.6,0,0,-14.67,,,,,14.1,13.6,15,16.35,-11823.53333,-17297.28,-13765.72,0,0,0.18,0.07
+04/06/2006,0,0,0,0,0,0,0,0,4.6,0,-14.66,,,,,14.4,15.7,16.65,18.2,-11232.35667,-16432.416,-13077.434,0,0,0.17,0.06
+05/06/2006,0,0,0,0,0,0,0,0,0,0.4,-14.66,,,,,15.7,16.1,16.45,17.75,-11823.53333,-17297.28,-13765.72,0,0,0.18,0.06
+06/06/2006,0,0,17.8,0,0,0,0,1.8,6.2,0,-14.68,,,,,18.7,14.4,17.8,19.1,-11823.53333,-17297.28,-13765.72,0,0,0.19,0.07
+07/06/2006,4.4,0.4,0,3.2,2.8,5,6,14,2.2,8.2,-14.71,,,,,17.5,15.65,17.9,19,-11823.53333,-17297.28,-13765.72,0,0,0.16,0.06
+08/06/2006,0,0,0,0,3.8,0,0,0,0,0,-14.73,,,,,15.75,16.6,17.75,17.65,-11823.53333,-17297.28,-13765.72,0,0,0.17,0.04
+09/06/2006,0,0,0,0,1.8,0,0,0,0,0,-14.74,,,,,17.55,17.55,18.8,18.95,-11823.53333,-17297.28,-13765.72,0,0,0.16,0.04
+10/06/2006,0,0,0,0,0,0,0,0,0,0,-14.73,,,,,16.15,17.45,18.1,18.35,-11823.53333,-17297.28,-13765.72,0,0,0.16,0.05
+11/06/2006,0,0,0,0,0,0,0,0,0,0,-14.74,,,,,19.9,18.7,19.5,21,-11232.35667,-16432.416,-13077.434,0,0,0.17,0.05
+12/06/2006,0,0,0,0,0,0,0,0,0,0,-14.76,,,,,18.25,19.35,18.5,20.55,-11823.53333,-17297.28,-13765.72,0,0,0.15,0.04
+13/06/2006,0,0,0,0,1.8,0,0,0,0,0,-14.75,,,,,18.55,22.05,19.9,20.4,-11823.53333,-17297.28,-13765.72,0,0,0.15,0.05
+14/06/2006,0,0,0,0,0.4,0,0,0,0,0,-14.74,,,,,20.25,20.65,18.4,20.6,-11823.53333,-17297.28,-13765.72,0,0,0.14,0.05
+15/06/2006,0,0,0,0,2.6,0,0,0,0,0,-14.75,,,,,18.8,21.65,20.25,21.25,-11823.53333,-17297.28,-13765.72,0,0,0.14,0.03
+16/06/2006,0,0,0,0,1.4,0,0,0,0,0,-14.74,,,,,19.65,22.7,20.1,21,-11823.53333,-17297.28,-13765.72,0,0,0.13,0.04
+17/06/2006,0,0,0,0,1.6,0,0,0,0,0,-14.74,,,,,21,25.05,21.75,22.8,-11823.53333,-17297.28,-13765.72,0,0,0.13,0.04
+18/06/2006,0,0,0,0,0,0,0,0,0,0,-14.73,,,,,22.1,0,24.5,24.15,-11232.35667,-16432.416,-13077.434,0,0,0.12,0.05
+19/06/2006,0,0,0,0,0.2,0,0,0,0,0,-14.73,,,,,23.55,0,24.1,23.75,-11823.53333,-17297.28,-13765.72,0,0,0.13,0.05
+20/06/2006,0,0,0,0,7,0,0,0,0,0,-14.74,,,,,23.65,0,25.6,27.05,-11823.53333,-17297.28,-13765.72,0,0,0.13,0.05
+21/06/2006,0,0,0,0,3,0,0,0,0,0,-14.73,,,,,25.2,0,25.05,24.8,-11823.53333,-17297.28,-13765.72,0,0,0.13,0.04
+22/06/2006,0,0,0,0,0.4,0,0,0,0,0,-14.73,,,,,24.3,0,23.85,24,-11823.53333,-17297.28,-13765.72,0,0,0.13,0.04
+23/06/2006,0,0,0,0,0.6,0,0,0,0,0,-14.74,,,,,23.2,0,23.4,24.55,-11823.53333,-17297.28,-13765.72,0,0,0.13,0.05
+24/06/2006,0,0,0,0,0,0,0,0,0,0,-14.75,,,,,24,0,24.65,26.6,-11823.53333,-17297.28,-13765.72,0,0,0.13,0.07
+25/06/2006,0,0,0,0,0.2,0,0,0,0,0,-14.75,,,,,26.9,0,26.6,27.75,-11232.35667,-16432.416,-13077.434,0,0,0.12,0.06
+26/06/2006,0,0,0,0,0,0,0,0,0,0,-14.77,,,,,25.05,0,25.3,26.05,-11823.53333,-17297.28,-13765.72,0,0,0.12,0.05
+27/06/2006,0,0,0,0,0,0,0,0,0,0,-14.79,,,,,25,0,25.4,26.1,-11823.53333,-17297.28,-13765.72,0,0,0.12,0.04
+28/06/2006,0,0,0,0,0.8,0,0,0,0,0,-14.79,,,,,26.05,0,27.25,27.7,-11823.53333,-17297.28,-13765.72,0,0,0.13,0.05
+29/06/2006,0,0,0,0,0.2,0,0,0,0,0,-14.8,,,-6.43,,27.85,0,25.3,28.15,-11823.53333,-17297.28,-13765.72,0,0,0.13,0.09
+30/06/2006,0,0,0,0,1.4,0,0,0,0,0,-14.84,,,-6.46,,25.45,22.25,24.45,26.3,-11823.53333,-17297.28,-13765.72,0,0,0.14,0.12
+01/07/2006,0,0,0,0,1.8,0,0,0,0.2,0,-14.85,,,-6.5,,26,23.3,26.1,27.3,-12740.29032,-18368.64,-13628.32258,0,0,0.14,0.11
+02/07/2006,0,0,0,0,0,0,0,0,1.2,0,-14.86,,,-6.55,,26.45,21.6,25.6,26.45,-12103.27581,-17450.208,-12946.90645,0,0,0.14,0.13
+03/07/2006,0,0,0,0,0,0,0,0,10.2,0,-14.87,,,-6.6,,25.5,21.55,25.75,26.85,-12740.29032,-18368.64,-13628.32258,0,0,0.15,0.13
+04/07/2006,5.6,0,0,0,1.8,0,3.8,0,0,0.2,-14.9,,,-6.68,,26.35,22.45,26.05,27.05,-12740.29032,-18368.64,-13628.32258,0,0,0.15,0.12
+05/07/2006,0,0,0,0,0,0,0,0,0,0,-14.94,,,-6.78,,25.4,22.25,26.05,27.45,-12740.29032,-18368.64,-13628.32258,0,0,0.12,0.12
+06/07/2006,0,0,1.2,0,1,0,0,0,4,0,-14.95,,,-6.84,,25.9,19.85,24.5,24.65,-12740.29032,-18368.64,-13628.32258,0,0,0.15,0.13
+07/07/2006,5,22.2,5.2,20.4,5.8,6.6,5.4,7.8,3.4,4.6,-14.91,,,-6.82,,23.5,17.15,22,23.95,-12740.29032,-18368.64,-13628.32258,0,0,0.16,0.14
+08/07/2006,34.8,0,1.4,14.6,10,21.4,2.8,43.6,0,12.2,-14.91,,,-6.78,,23,19.4,21.65,24.2,-12740.29032,-18368.64,-13628.32258,0,0,0.16,0.13
+09/07/2006,0,0,0.4,0,0,0,0,1.2,8.4,0,-14.92,,,-6.8,,23.55,20.6,24.7,25.55,-12103.27581,-17450.208,-12946.90645,0,0,0.15,0.12
+10/07/2006,0,0,0.4,0,0,0,0,0,0,0,-14.94,,,-6.79,,24.95,23.2,26.05,27.1,-12740.29032,-18368.64,-13628.32258,0,0,0.15,0.12
+11/07/2006,0,0,0,0,2,0,0,0,0,0,-14.94,,,-6.8,,26.6,24.3,26.7,27.8,-12740.29032,-18368.64,-13628.32258,0,0,0.15,0.11
+12/07/2006,0,0,0.2,0,2.8,0,0,0,0,0,-14.93,,,-6.75,,27.2,24.65,27.3,28.05,-12740.29032,-18368.64,-13628.32258,0,0,0.14,0.09
+13/07/2006,0,0,0,0,3.2,0.4,0,0,5.8,0,-14.93,,,-6.75,,26.5,23.75,26.45,27.15,-12740.29032,-18368.64,-13628.32258,0,0,0.14,0.09
+14/07/2006,0,0,0,0,0,0.2,0.6,24.4,0,1.4,-14.95,,,-6.77,,26.25,24.35,26.4,27.35,-12740.29032,-18368.64,-13628.32258,0,0,0.14,0.1
+15/07/2006,0,6.6,0,0,0.6,0.8,0,0,0.2,0,-14.96,,,-6.83,,26.4,23.6,26.45,26.9,-12740.29032,-18368.64,-13628.32258,0,0,0.13,0.07
+16/07/2006,2.2,0,0,0,0.2,2.4,7.6,0.2,0,3.6,-14.98,,,-6.88,,25.9,23.15,25.2,27.35,-12103.27581,-17450.208,-12946.90645,0,0,0.12,0.06
+17/07/2006,0,0,0,0,0,0,0,0,0,0,-14.99,,,-6.87,,24.9,21.6,24.15,27,-12740.29032,-18368.64,-13628.32258,0,0,0.11,0.06
+18/07/2006,0,0,0,0,1,0,0,0,0,0,-15.01,,,-6.86,,24.45,22.3,24.85,26.25,-12740.29032,-18368.64,-13628.32258,0,0,0.11,0.05
+19/07/2006,0,0,0,0,1.4,0,0,0,0,0,-15.02,,,-6.82,,24.25,24.25,25.35,26.25,-12740.29032,-18368.64,-13628.32258,0,0,0.11,0.04
+20/07/2006,0,0,0,0,0.2,0,0,0,0,0,-15.03,,,-6.87,,25.3,25.2,24.95,26.05,-12740.29032,-18368.64,-13628.32258,0,0,0.11,0.05
+21/07/2006,0,0,0,0,0.8,0,0,0,0,0,-15.03,,,-6.97,,26.45,26.9,25.2,26.8,-12740.29032,-18368.64,-13628.32258,0,0,0.11,0.05
+22/07/2006,0,0,0,0,2.4,0,0,0,0,0,-15.02,,,-7.04,,26.9,25,25,27.15,-12740.29032,-18368.64,-13628.32258,0,0,0.11,0.05
+23/07/2006,0,0,0,0,0,0,0,0,0,0,-15.02,,,-7.1,,27.15,25.3,26.15,27.85,-12103.27581,-17450.208,-12946.90645,0,0,0.12,0.04
+24/07/2006,0,0,0,0,0,0,0,7.4,0,0,-15.04,,,-7.12,,27.7,25.7,26.95,27.95,-12740.29032,-18368.64,-13628.32258,0,0,0.11,0.04
+25/07/2006,0.2,0,0,0,2.2,0.2,0,0.4,5.6,8.8,-15.04,,,-7.19,,27.85,25,26.95,28.7,-12740.29032,-18368.64,-13628.32258,0,0,0.11,0.04
+26/07/2006,3.2,0,0,0,0.4,0,0.2,2,0,0,-15.04,,,-7.25,,27.9,25.5,28,29.1,-12740.29032,-18368.64,-13628.32258,0,0,0.12,0.04
+27/07/2006,0,0,0,0,0.6,0,0,0,0,9.6,-15.05,,,-7.26,,28.55,24.35,27.1,28.5,-12740.29032,-18368.64,-13628.32258,0,0,0.12,0.05
+28/07/2006,4.8,0,0,0,0,0,8.6,16,0,7.8,-15.03,,,-7.25,,27.95,23.1,25.8,27.65,-12740.29032,-18368.64,-13628.32258,0,0,0.12,0.05
+29/07/2006,0,0,1.6,0,0,0,0,0,5.2,0,-15.01,,,-7.27,,27.15,21.3,24.8,25.7,-12740.29032,-18368.64,-13628.32258,0,0,0.1,0.02
+30/07/2006,5.6,1.4,0,0.8,3,3.2,5.4,0.6,0,5.2,-15.04,,,-7.35,,23.5,23.05,24.35,25.75,-12103.27581,-17450.208,-12946.90645,0,0,0.09,0.02
+31/07/2006,0,0,0,0,0,0,0.2,0,11.8,0,-15.05,,,-7.45,,26.55,25.75,26.1,27.65,-12740.29032,-18368.64,-13628.32258,0,0,0.1,0.03
+01/08/2006,0,0,0,0,3.2,0,3.2,5.6,1.2,0.2,-15.04,,,-7.48,,27.85,23.75,25.15,27.05,-12923.64516,-16559.10968,-12092.29032,0,0,0.11,0.07
+02/08/2006,5.4,0,3.2,0,2.4,10.4,2,0.4,0,2.4,-15.02,,,-7.44,,27,21.15,24.55,26.85,-12923.64516,-16559.10968,-12092.29032,0,0,0.1,0.06
+03/08/2006,3.6,0,0,0,0,0,0.2,7.4,1.8,0,-14.99,,,-7.4,,24.4,18.15,21.55,23.3,-12923.64516,-16559.10968,-12092.29032,0,0,0.11,0.06
+04/08/2006,5.4,0,0,1.6,4.2,2,2.2,1.8,0,3,-15.02,,,-7.48,,19.75,0,20.7,22.15,-12923.64516,-16559.10968,-12092.29032,0,0,0.1,0.05
+05/08/2006,0,0,0,0,0,0,0,0,9,0,-15.07,,,-7.48,,21.05,0,20.7,22,-12923.64516,-16559.10968,-12092.29032,0,0,0.09,0.05
+06/08/2006,7.8,0,0,0,7,2.6,10.2,0.8,0,7.6,-15.07,,,-7.44,,20.35,0,20.7,21.85,-12277.4629,-15731.15419,-11487.67581,0,0,0.09,0.05
+07/08/2006,0.8,0,0,0,0,0,0,9.6,0,5,-15.06,,,-7.37,,22.2,0,21.15,23.2,-12923.64516,-16559.10968,-12092.29032,0,0,0.09,0.05
+08/08/2006,0,0,0,0,0,0,0,1.6,0,0,-15.05,,,-7.36,,22.5,0,22.9,24.2,-12923.64516,-16559.10968,-12092.29032,0,0,0.1,0.05
+09/08/2006,0,0,0,0,0,0,0,0,0,3,-15.05,,,-7.41,,22.6,0,22.95,23.5,-12923.64516,-16559.10968,-12092.29032,0,0,0.09,0.05
+10/08/2006,0,0,0,0,0,0,0,1.6,1.6,0,-15.06,,,-7.44,,23,0,22.45,23.4,-12923.64516,-16559.10968,-12092.29032,0,0,0.09,0.05
+11/08/2006,5,2.4,3.2,0.8,8.4,3.8,5.4,0.8,4.8,3.8,-15.04,,,-7.42,,23.2,0,21.15,22.6,-12923.64516,-16559.10968,-12092.29032,0,0,0.1,0.05
+12/08/2006,18,5.4,0,0.4,40.4,31.4,38,24.4,40.4,26.8,-15.02,,,-7.34,,22.55,0,16.2,18.1,-12923.64516,-16559.10968,-12092.29032,0,0,0.18,0.08
+13/08/2006,28.4,7,0,16.8,34.4,5,41.4,13.8,0,56.6,-15.03,,,-7.22,,17.45,0,17.8,19.7,-12277.4629,-15731.15419,-11487.67581,0,0,0.13,0.07
+14/08/2006,23.4,1.2,3.8,2,11,6.4,24.4,5.6,19.4,17.8,-15.05,,,-7.19,,20.15,0,18.55,20.35,-12923.64516,-16559.10968,-12092.29032,0,0,0.14,0.08
+15/08/2006,4.4,0,3.2,0,12.2,7.6,4.8,2.4,0,6,-15.06,,,-7.2,,18.35,0,19.5,20.45,-12923.64516,-16559.10968,-12092.29032,0,0,0.11,0.06
+16/08/2006,0,0,1.8,0,0,0,0,0.2,0,0,-15.02,,,-7.18,,22.1,0,21.65,23.05,-12923.64516,-16559.10968,-12092.29032,0,0,0.12,0.06
+17/08/2006,2,0,0.6,0,0,0,0,2.6,0.4,0,-15.01,,,-7.23,,23.35,0,24.15,25.45,-12923.64516,-16559.10968,-12092.29032,0,0,0.11,0.06
+18/08/2006,4,0.6,0.2,0.2,0.8,0.6,3.8,8.2,0.6,1.4,-15.02,,,-7.28,,25.3,0,23.4,24.5,-12923.64516,-16559.10968,-12092.29032,0,0,0.11,0.05
+19/08/2006,0.6,0,0.2,0.2,0,0.2,0,0,0,0.6,-15.03,,,-7.34,,23.35,0,24.55,25,-12923.64516,-16559.10968,-12092.29032,0,0,0.11,0.05
+20/08/2006,0.6,0,0.2,0,0,0,0,0.6,0,0.2,-15.04,,,-7.33,,25.1,0,22.55,23.65,-12277.4629,-15731.15419,-11487.67581,0,0,0.11,0.05
+21/08/2006,0,0,0,0,0,0,0,0,0,0,-15.02,,,-7.29,,21.65,0,23.05,23.9,-12923.64516,-16559.10968,-12092.29032,0,0,0.1,0.05
+22/08/2006,0,0,0,0,0.2,0,0,0,0,0,-15,,,-7.27,,23.25,0,21.85,23.85,-12923.64516,-16559.10968,-12092.29032,0,0,0.1,0.06
+23/08/2006,0,0,0,0,0,0,0,0,0,0,-14.98,,,-7.29,,21.6,0,21.8,22.55,-12923.64516,-16559.10968,-12092.29032,0,0,0.1,0.07
+24/08/2006,0,0,0,0,0,0,0,0,0,0,-14.97,,,-7.33,,21.75,0,20.35,21.8,-12923.64516,-16559.10968,-12092.29032,0,0,0.1,0.08
+25/08/2006,20.4,0,0.2,0.2,1,0,3.6,10.4,4.2,1.8,-14.93,,,-7.43,,22.8,15.5,19.9,22.25,-12923.64516,-16559.10968,-12092.29032,0,0,0.1,0.07
+26/08/2006,0,1.6,0.4,0.2,0,0,0,0,0,0,-14.94,,,-7.47,,21.25,15.85,20.6,22.2,-12923.64516,-16559.10968,-12092.29032,0,0,0.1,0.05
+27/08/2006,6.4,9,9.8,4.6,5.4,8,11,4.2,3.4,9,-14.94,,,-7.5,,21.7,15.2,20.25,22.05,-12277.4629,-15731.15419,-11487.67581,0,0,0.1,0.05
+28/08/2006,0,0,0,0.4,0,0,0,0,0,0,-14.94,,,-7.57,,20.85,16.45,20.1,21.75,-12923.64516,-16559.10968,-12092.29032,0,0,0.11,0.06
+29/08/2006,0,0,0.8,0,3.6,4.6,0.6,1,3.6,3,-14.91,,,-7.56,,23.65,14.7,21.05,22.9,-12923.64516,-16559.10968,-12092.29032,0,0,0.11,0.07
+30/08/2006,1.6,1.4,0.2,1,4,3.2,2.2,4.8,0.4,4.2,-14.95,,,-7.62,,20,17,19.95,21.25,-12923.64516,-16559.10968,-12092.29032,0,0,0.1,0.07
+31/08/2006,0,0,0,0,0,0,0,0,0,0,-15.03,,,-7.66,,18.95,16.35,19.6,19.95,-12923.64516,-16559.10968,-12092.29032,0,0,0.09,0.05
+01/09/2006,0,0,0,0,0,0,0,0,0,0,-15.04,,,-7.63,,19.45,17.35,19.25,20.05,-12698.23333,-17962.56,-12817.02667,0,0,0.09,0.06
+02/09/2006,0,0,0,0,0,0,0,0,0,0,-15.02,,,-7.61,,20,17.65,19.15,19.7,-12698.23333,-17962.56,-12817.02667,0,0,0.1,0.07
+03/09/2006,0,0,0,0,0,0,0,0,0,0,-15.04,,,-7.62,,20.25,17.25,19.45,20.45,-12063.32167,-17064.432,-12176.17533,0,0,0.1,0.08
+04/09/2006,0,0,0,0,0,0,0,0,0,0,-15.07,,,-7.61,,20.7,18.8,20.8,21.9,-12698.23333,-17962.56,-12817.02667,0,0,0.11,0.09
+05/09/2006,0,0,0,0,0,0,0,0,0,0,-15.06,,,-7.62,,22,20.1,21.2,22.85,-12698.23333,-17962.56,-12817.02667,0,0,0.11,0.09
+06/09/2006,0,0,0,0,0,0,0,0,0,0,-15.06,,,-7.65,,23.1,23.4,22.5,24.25,-12698.23333,-17962.56,-12817.02667,0,0,0.11,0.09
+07/09/2006,0,0,0,0.2,0,0,0,0,0,0,-15.04,,,-7.67,,25.05,22.5,22.8,24.55,-12698.23333,-17962.56,-12817.02667,0,0,0.07,0.09
+08/09/2006,0,0,0,0,0,0,0,0,0.6,0,-15.06,,,-7.69,,24.9,20.9,22.2,23.9,-12698.23333,-17962.56,-12817.02667,0,0,0.1,0.1
+09/09/2006,0,0,0,0,0.6,0,0.2,33.2,0,0,-15.09,,,-7.71,,25.85,20.45,23.4,24.55,-12698.23333,-17962.56,-12817.02667,0,0,0.1,0.09
+10/09/2006,0,0,0,0,0,0,0,0,0,0,-15.11,,,-7.75,,20.1,20,22.1,21.75,-12063.32167,-17064.432,-12176.17533,0,0,0.1,0.09
+11/09/2006,0,0,0,0,0,0,0,0,0,0,-15.12,,,-7.78,,21.05,21.35,22.35,22.15,-12698.23333,-17962.56,-12817.02667,0,0,0.11,0.07
+12/09/2006,0,0,0,0,0,0,0,0,0,0,-15.12,,,-7.81,,23.2,21.05,22.95,23.25,-12698.23333,-17962.56,-12817.02667,0,0,0.09,0.08
+13/09/2006,0,0,0,0,0,0,0,0,0,15.2,-15.12,,,-7.82,,22.4,19.8,23.05,23.6,-12698.23333,-17962.56,-12817.02667,0,0,0.09,0.04
+14/09/2006,0,0,33.2,0,0,0,0,0,30.2,0,-15.07,,,-7.83,,23.6,15.95,20.25,20.15,-12698.23333,-17962.56,-12817.02667,0,0,0.11,0.04
+15/09/2006,100.4,44,23.8,28.2,45.6,32.2,51.6,34,30.2,106.4,-15.06,,,-7.8,,20.85,17.5,21.85,23.25,-12698.23333,-17962.56,-12817.02667,0,0,0.35,0.45
+16/09/2006,2.2,0,10.6,0,0,0,0.2,0.8,23.8,4.6,-15.06,,,-7.81,,22.65,16,19.45,22.15,-12698.23333,-17962.56,-12817.02667,0,0,0.25,0.09
+17/09/2006,21.4,11.8,12.2,15.8,17.8,15.8,20.6,59,4,13,-15.06,,,-7.78,,21.6,13.4,17.1,19.7,-12063.32167,-17064.432,-12176.17533,0,0,0.26,0.06
+18/09/2006,0,4.2,0,0.8,0,0,0.2,5.4,0.2,0,-15.1,,,-7.71,,18.35,15.25,18.3,20.55,-12698.23333,-17962.56,-12817.02667,0,0,0.21,0.1
+19/09/2006,0.2,0,0,0,0.2,0,0.4,0.2,0,0.2,-15.11,,,-7.78,,21.15,16.85,19.95,21.8,-12698.23333,-17962.56,-12817.02667,0,0,0.17,0.11
+20/09/2006,0,0,0,0,0,0,0,5.6,0.2,0,-15.14,,,-7.73,,20.4,17.8,21.6,21.8,-12698.23333,-17962.56,-12817.02667,0,0,0.15,0.09
+21/09/2006,0,0,0,0.2,0,0,0,0.2,0,0,-15.17,,,-7.72,,20.95,19,22.65,22.1,-12698.23333,-17962.56,-12817.02667,0,0,0.14,0.09
+22/09/2006,0,0,0,0,0,0,0,0,0,0,-15.16,,,-7.62,,21.9,18.55,21.6,21.95,-12698.23333,-17962.56,-12817.02667,0,0,0.14,0.1
+23/09/2006,0,0,0,0,0,0,0,0.4,0,0,-15.15,,,-7.73,,21.25,17.9,20.7,21.3,-12698.23333,-17962.56,-12817.02667,0,0,0.15,0.09
+24/09/2006,0,0,0,0,0,0,0,0,0,0,-15.15,,,-7.79,,19.9,15.65,19.7,19.75,-12063.32167,-17064.432,-12176.17533,0,0,0.14,0.09
+25/09/2006,1.2,0.6,16.8,2,0.4,0.6,0.6,0.8,10.4,1.6,-15.1,,,-7.76,,21.75,13.55,16.6,17.85,-12698.23333,-17962.56,-12817.02667,0,0,0.15,0.1
+26/09/2006,16.2,10.2,0.2,20.8,17.8,15.2,23.4,42.4,1,21.2,-15.07,,,-7.66,,17.35,15.35,19.25,20.7,-12698.23333,-17962.56,-12817.02667,0,0,0.15,0.1
+27/09/2006,0,0.2,0,0.6,0.4,0.4,0.8,8.2,0.8,0.2,-15.1,,,-7.63,,19.5,16.85,19.9,21,-12698.23333,-17962.56,-12817.02667,0,0,0.16,0.09
+28/09/2006,0,0,0,0,0.2,0,0,0.4,0,0,-15.12,,,-7.69,,18.4,17.65,19.95,19.85,-12698.23333,-17962.56,-12817.02667,0,0,0.14,0.08
+29/09/2006,0,0,0,0,0,0,0,0,0,0,-15.15,,,-7.72,,19.8,16.1,18.65,19.4,-12698.23333,-17962.56,-12817.02667,0,0,0.14,0.08
+30/09/2006,0,0,0,0,3.2,0,0,0,0,0,-15.16,,,-7.76,,19,15.55,18.35,18.6,-12698.23333,-17962.56,-12817.02667,0,0,0.14,0.09
+01/10/2006,0,0,0,0,0,0,0,0.4,0,0,-15.17,,,-7.73,,20.15,14.95,19.5,20.7,-11649.08387,-16498.08,-11984.6175,0,0,0.14,0.09
+02/10/2006,0,0,0.4,0.2,2.2,0.2,2.2,2.2,0.8,3.6,-15.16,,,-7.7,,20.15,15.7,20.75,21.35,-12262.19355,-17366.4,-12615.38684,0,0,0.14,0.1
+03/10/2006,0.4,0,0.8,0,0,0,0.6,3.4,0,0.4,-15.12,,,-7.71,,21.15,16.4,20.7,21.6,-12262.19355,-17366.4,-12615.38684,0,0,0.14,0.11
+04/10/2006,0,0,0.2,0,0.2,0,0,14.2,0.8,0,-15.12,,,-7.7,,22.2,14.3,17.85,20.45,-12262.19355,-17366.4,-12615.38684,0,0,0.12,0.09
+05/10/2006,21.2,0.4,0.2,1.8,5.8,3.6,19.2,0.4,6,15.6,-15.17,,,-7.75,,18,14.8,18.25,17.7,-12262.19355,-17366.4,-12615.38684,0,0,0.12,0.08
+06/10/2006,0.2,0.2,0,0,0,0,1,14.2,0,0,-15.21,,,-7.69,,16.75,14.55,17.1,17.35,-12262.19355,-17366.4,-12615.38684,0,0,0.11,0.09
+07/10/2006,0,0,18.8,0,0,0,0,0,7,0,-15.18,,,-7.7,,16.25,10.85,12.95,12.8,-12262.19355,-17366.4,-12615.38684,0,0,0.12,0.1
+08/10/2006,4.2,24.4,0.2,11.8,6,8.6,7.6,6,0,8.4,-15.19,,,-7.69,,11.8,13.5,15.85,15.9,-11649.08387,-16498.08,-11984.6175,0,0,0.11,0.09
+09/10/2006,0,0.2,0,0,0,0,0,0,0,0.2,-15.19,,,-7.61,,16.15,15,12.3,16.55,-12262.19355,-17366.4,-12615.38684,0,0,0.11,0.1
+10/10/2006,0,0,0,0,0,0,0,0,0,0,-15.18,,,-7.66,,15.5,17,17.25,16.65,-12262.19355,-17366.4,-12615.38684,0,0,0.11,0.09
+11/10/2006,0,0,0,0.2,0,0,0,0,0,0,-15.16,,,-7.68,,15.8,17.3,17.3,16.2,-12262.19355,-17366.4,-12615.38684,0,0,0.11,0.09
+12/10/2006,0,0,0,0,0,0,0,0,0,0,-15.17,,,-7.65,,17.1,16.1,17.8,16.25,-12262.19355,-17366.4,-12615.38684,0,0,0.11,0.09
+13/10/2006,0,0,0,0.2,0,0,0,0,0,0,-15.2,,,-7.68,,16.1,17,18.65,17.4,-12262.19355,-17366.4,-12615.38684,0,0,0.11,0.08
+14/10/2006,0,0,0,0,0,0,0,0,0,0,-15.19,,,-7.69,,18.1,13.9,16.7,16.8,-12262.19355,-17366.4,-12615.38684,0,0,0.12,0.09
+15/10/2006,0,0,0,0,0,0,0,0.2,0,0,-15.18,,,-7.69,,16.45,12.6,16,15.65,-11649.08387,-16498.08,-11984.6175,0,0,0.11,0.11
+16/10/2006,0,0,0,0,0,0,0,0,0,0,-15.16,,,-7.69,,14.35,13.2,16.05,14.7,-12262.19355,-17366.4,-12615.38684,0,0,0.11,0.09
+17/10/2006,0,0,0,0,0,0,0,0.2,0,0,-15.16,,,-7.74,,14.4,11.35,14.35,13.95,-12262.19355,-17366.4,-12615.38684,0,0,0.09,0.09
+18/10/2006,0,0,0,0,0,0,0,0,0,0,-15.14,,,-7.74,,13.05,11.1,14.35,12.75,-12262.19355,-17366.4,-12615.38684,0,0,0.07,0.09
+19/10/2006,0,0,27.8,0,0,0,0,0.6,13.8,0,-15.11,,,-7.78,,15.9,9.45,14.9,14.85,-12262.19355,-17366.4,-12615.38684,0,0,0.12,0.06
+20/10/2006,21,30.4,1,23.4,14.6,18.6,19.2,16.2,2,26,-15.09,,,-7.74,,15.65,12.15,16.6,16.65,-12262.19355,-17366.4,-12615.38684,0,0,0.14,0.05
+21/10/2006,15.4,2.6,14.6,0.6,8,7.2,8.8,6,14.4,17.8,-15.1,,,-7.72,,16.75,12.55,14.65,16.3,-12262.19355,-17366.4,-12615.38684,0,0,0.14,0.05
+22/10/2006,13.2,8.8,0.2,6.6,7.8,8.6,9,4.6,0,18,-15.12,,,-7.71,,15.6,13.6,16.4,16.55,-11649.08387,-16498.08,-11984.6175,0,0,0.13,0.05
+23/10/2006,0,0,0.2,0.2,0.6,0.6,0,1.6,0.2,0.6,-15.12,,,-7.68,,17.6,13.9,17.1,17.9,-12262.19355,-17366.4,-12615.38684,0,0,0.14,0.16
+24/10/2006,1,0,0.4,0,0,0,0,6.8,0.6,0,-15.11,,,-7.72,,19.85,14.7,18.85,20.55,-12262.19355,-17366.4,-12615.38684,0,0,0.15,0.33
+25/10/2006,0.2,0.2,0,0.2,0,0,0,1.6,0.2,0,-15.15,,,-7.76,,17.3,13.7,18.75,18.35,-12262.19355,-17366.4,-12615.38684,0,0,0.15,0.16
+26/10/2006,0,0,0.2,0,0,0,0,0,0,0.2,-15.18,,,-7.77,,17.3,16.6,19.45,18.05,-12262.19355,-17366.4,-12615.38684,0,0,0.15,0.06
+27/10/2006,0,0,0,0.2,0,0,0,0,0,0,-15.23,,,-7.75,,18.5,17.55,19.75,18.9,-12262.19355,-17366.4,-12615.38684,0,0,0.14,0.04
+28/10/2006,0,0,0,0.2,0,0,0,0,0,0,-15.22,,,-7.76,,19.25,19.1,17.75,17.45,-12262.19355,-17366.4,-12615.38684,0,0,0.14,0.04
+29/10/2006,0,0.2,0,0.2,0,0,0,0,0,0,-15.17,,,-7.73,,17.3,18.5,16.9,16.55,-11649.08387,-16498.08,-11984.6175,0,0,0.13,0.05
+30/10/2006,0,0,0,0,0,0,0,0,0,0,-15.18,,,-7.73,,17.7,14.55,17.05,17.45,-12262.19355,-17366.4,-12615.38684,0,0,0.12,0.04
+31/10/2006,0,0,0,0,0,0,0,0,0,0,-15.22,,,-7.76,,15.05,12.75,15.65,13.95,-12262.19355,-17366.4,-12615.38684,0,0,0.11,0.04
+01/11/2006,1,9.2,8.6,3,0.8,0.4,0.4,2.2,2.2,2.6,-15.15,,,-7.71,,16,0,12.8,13.6,-12050.96667,-16492.64516,-12892.25173,0,0,0.12,0.05
+02/11/2006,0,0.6,0.2,0.2,0,0,0.2,1.6,0,0.8,-15.23,,,-7.64,,13.35,0,8.6,9.4,-12050.96667,-16492.64516,-12892.25173,0,0,0.11,0.03
+03/11/2006,0,0,0,0,0,0,0,0,0,0,-15.27,,,-7.68,,6.6,0,5.05,6.4,-12050.96667,-16492.64516,-12892.25173,0,0,0.1,0.03
+04/11/2006,0,0,0,0,0,0,0,0.4,0,0,-15.31,,,-7.8,,5.75,0,0,6.3,-12050.96667,-16492.64516,-12892.25173,0,0,0.1,0.02
+05/11/2006,0,0,0,0,0,0,0,0,0,0,-15.29,,,-7.78,,8.05,0,0,9.7,-11448.41833,-15668.0129,-12247.63915,0,0,0.11,0.04
+06/11/2006,0,0,0,0,0,0,0,0,0,0,-15.27,,,-7.74,,11.4,0,0,13.55,-12050.96667,-16492.64516,-12892.25173,0,0,0.12,0.04
+07/11/2006,0,0,0,0.2,0,0,0,0,0,0,-15.28,,,-7.75,,11.1,0,0,11.5,-12050.96667,-16492.64516,-12892.25173,0,0,0.11,0.03
+08/11/2006,0,0.2,0.8,0,0,0,0,0,1.4,0.2,-15.3,,,-7.79,,12.1,0,0,10.3,-12050.96667,-16492.64516,-12892.25173,0,0,0.12,0.03
+09/11/2006,2.6,1.2,4,0.4,8.6,2.4,2.6,1.2,0,2.2,-15.28,,,-7.78,,11.7,0,0,12.7,-12050.96667,-16492.64516,-12892.25173,0,0,0.12,0.04
+10/11/2006,0.2,0,0.2,1,0,0,0,0,0,0,-15.28,,,-7.72,,11.8,0,0,12.95,-12050.96667,-16492.64516,-12892.25173,0,0,0.11,0.03
+11/11/2006,0,0,0,0,0,0,0.2,0,0,0.2,-15.28,,,-7.72,,9.85,0,0,8.05,-12050.96667,-16492.64516,-12892.25173,0,0,0.11,0.03
+12/11/2006,1,5.6,4.8,2.2,1.2,2.4,0.4,0.6,1.4,1.8,-15.16,,,-7.59,,10.05,0,0,12.3,-11448.41833,-15668.0129,-12247.63915,0,0,0.11,0.04
+13/11/2006,0.2,0,0.2,0.2,0,0,0,0.2,0.2,0,-15.19,,,-7.51,,11.15,0,0,11.65,-12050.96667,-16492.64516,-12892.25173,0,0,0.1,0.03
+14/11/2006,0,0,0,0,0.2,0,0,0,0,0.2,-15.24,,,-7.56,,10.85,0,0,10.8,-12050.96667,-16492.64516,-12892.25173,0,0,0.09,0.03
+15/11/2006,0.4,0.4,12.2,0.2,0.4,0.6,0.4,1,2.2,0.8,-15.27,,,-7.65,,12.15,0,0,13.15,-12050.96667,-16492.64516,-12892.25173,0,0,0.1,0.03
+16/11/2006,0.6,3.2,9.8,5.6,2.6,1.6,3.2,2.6,12.8,4.4,-15.25,,,-7.65,,14.35,0,0,13.25,-12050.96667,-16492.64516,-12892.25173,0,0,0.09,0
+17/11/2006,16.6,4,0.6,2.4,5,3,7.4,7.2,1.2,15,-15.23,,,-7.64,,13.2,0,0,14.7,-12050.96667,-16492.64516,-12892.25173,0,0,0.11,0.01
+18/11/2006,35.4,2.2,13.2,0,25.6,12.6,27.6,16,48.6,16.6,-15.22,,,-7.63,,14.75,0,0,13.6,-12050.96667,-16492.64516,-12892.25173,0,0,0.18,0.05
+19/11/2006,14.4,6.2,2.4,17.6,20,13.6,25.6,10.6,0.4,39.8,-15.24,,,-7.61,,13.4,0,0,12,-11448.41833,-15668.0129,-12247.63915,0,0,0.24,0.03
+20/11/2006,37.8,77,60.6,68.8,79,115,81.6,12.6,34.6,60.4,-15.18,,,-7.51,,11.85,0,0,12.75,-12050.96667,-16492.64516,-12892.25173,0,0,0.44,0.6
+21/11/2006,1.6,0,24.2,3,0.6,0.2,3.6,0.6,50.6,6.4,-15.11,,,-7.44,,12.4,0,0,11.6,-12050.96667,-16492.64516,-12892.25173,0,0,0.38,0.18
+22/11/2006,64,17,2.4,41.2,39.4,24.2,44.8,13.4,10.2,40.6,-15.02,,,-7.34,,12.15,0,0,10.95,-12050.96667,-16492.64516,-12892.25173,0,0,0.69,1.45
+23/11/2006,0,0,0.6,0.2,0,0,0,0.8,0.2,0,-15.13,,,-7.32,,8.75,0,0,8.4,-12050.96667,-16492.64516,-12892.25173,0,0,0.46,0.35
+24/11/2006,4.8,0.4,1.2,0,3.4,1.4,3.6,2,8.4,5.8,-15.18,,,-7.28,,10,0,0,12.55,-12050.96667,-16492.64516,-12892.25173,0,0,0.34,0.04
+25/11/2006,13.4,0,0.4,0,4,0.8,8,3.6,3,16.6,-15.21,,,-7.22,,13.6,0,0,15.2,-12050.96667,-16492.64516,-12892.25173,0,0,0.34,0.02
+26/11/2006,1.6,0,0,0.2,0.2,0,0,2.2,0,0.8,-15.23,,,-7.18,,13.75,0,0,14.15,-11448.41833,-15668.0129,-12247.63915,0,0,0.3,0.01
+27/11/2006,0,0.2,0.2,0.2,0,0,0.2,0,0.2,0.2,-15.24,,,-7.15,,12.45,0,0,11.65,-12050.96667,-16492.64516,-12892.25173,0,0,0.27,0.01
+28/11/2006,0,0.2,0,0.2,0,0,0,0,0.2,0.2,-15.24,,,-7.14,,11.55,0,0,11.05,-12050.96667,-16492.64516,-12892.25173,0,0,0.26,0
+29/11/2006,0.2,0,0.2,0.2,0,0,0,0,0.2,0,-15.24,,,-7.11,,10.5,0,0,10.65,-12050.96667,-16492.64516,-12892.25173,0,0,0.25,0.02
+30/11/2006,0,0.2,0,0.2,0,0,0.2,0,0.2,0.2,-15.27,,,-7.09,,8.85,0,0,9.7,-12050.96667,-16492.64516,-12892.25173,0,0,0.22,0.03
+01/12/2006,0,0,0,0,0,0,0,0,0,0,-15.27,,,-7.09,,9.1,0,0,8.35,-12598.45161,-17236.8,-12537.67071,0,0,0.21,0.02
+02/12/2006,0,0,0,0.2,0,0,0.2,0.4,0,0.2,-15.24,,,-7.11,,7.9,0,0,7.1,-12598.45161,-17236.8,-12537.67071,0,0,0.19,0.01
+03/12/2006,4.8,2.2,5.4,0,3,3.6,3,1.6,14.4,7.2,-15.2,,,-7.11,,7.4,0,0,9.9,-11968.52903,-16374.96,-11910.78717,0,0,0.17,0.03
+04/12/2006,22,22,47,15.6,33.6,41.6,26.6,5,11.4,37.8,-15.15,,,-7.04,,11.15,0,0,12.9,-12598.45161,-17236.8,-12537.67071,0,0,0.29,0.15
+05/12/2006,1.2,3.2,5.4,14.4,7,10.6,6.2,0.8,5.6,10.6,-15.15,,,-7.02,,14.6,0,0,14.75,-12598.45161,-17236.8,-12537.67071,0,0,0.3,0.1
+06/12/2006,7.6,2.2,18.2,2.6,4,10.4,5.4,3.2,20.4,8,-15.11,,,-7.01,,13.7,0,0,12.8,-12598.45161,-17236.8,-12537.67071,0,0,0.34,0.1
+07/12/2006,38.2,36.6,17.8,25,29.4,31,32.6,12.4,15.2,31.6,-15.1,,,-6.97,,13.8,0,0,13.85,-12598.45161,-17236.8,-12537.67071,0,0,0.53,0.63
+08/12/2006,3,2.8,3,0.2,2.8,1.8,2.6,2.8,3.2,4.2,-15.09,,,-6.88,,13.55,0,0,13,-12598.45161,-17236.8,-12537.67071,0,0,0.45,0.22
+09/12/2006,58.8,35.4,61.4,54.4,69.6,48.2,58.6,15.4,50,79,-15.05,,,-6.67,,13.1,0,0,10.25,-12598.45161,-17236.8,-12537.67071,0,0,0.85,1.93
+10/12/2006,9.8,3.6,0.4,11.4,11.6,11,5,0,0,9.8,-15.18,,,-6.38,,9.95,0,0,9.4,-11968.52903,-16374.96,-11910.78717,0,0,0.68,1.35
+11/12/2006,0.2,0,0,0,0,0,0,0,0,0.2,-15.2,,,-6.25,,9.3,0,0,8.8,-12598.45161,-17236.8,-12537.67071,0,0,0.52,0.7
+12/12/2006,0,0.2,0,0.2,0,0,0.2,0,0,0,-15.18,,,-6.2,,6.95,0,0,5.9,-12598.45161,-17236.8,-12537.67071,0,0,0.44,0.2
+13/12/2006,0,0,0,0,0,0,0,0,0,0,-15.18,,,-6.18,,6.8,0,0,6.95,-12598.45161,-17236.8,-12537.67071,0,0,0.41,0.13
+14/12/2006,0,0,0,0.2,0,0,0,0,0,0,-15.22,,,-6.19,,4.7,0,0,6.6,-12598.45161,-17236.8,-12537.67071,0,0,0.38,0.1
+15/12/2006,0.2,0,0,0.2,0,0,0.2,0,0,0,-15.21,,,-6.22,,8,0,0,8,-12598.45161,-17236.8,-12537.67071,0,0,0.34,0.09
+16/12/2006,0,0,0.4,0,0,0,0.2,0.2,0,0,-15.18,,,-6.18,,9.05,0,0,8.75,-12598.45161,-17236.8,-12537.67071,0,0,0.29,0.08
+17/12/2006,0.8,0.4,1.6,0.4,0.6,1.2,0.6,0.8,2.2,0.2,-15.13,,,-6.11,,9.95,0,0,11.8,-11968.52903,-16374.96,-11910.78717,0,0,0.28,0.08
+18/12/2006,5.6,0.6,0.6,1.4,1.6,0.8,8.6,4.6,3.6,8.4,-15.06,,,-6.07,,11.6,0,0,11.8,-12598.45161,-17236.8,-12537.67071,0,0,0.27,0.07
+19/12/2006,0,0.4,0.2,0.2,0,0,0,1,0,0.2,-15.1,,,-6.12,,11.4,0,0,8.1,-12598.45161,-17236.8,-12537.67071,0,0,0.26,0.06
+20/12/2006,0,0,0,0,0,0,0,0,0,0,-15.17,,,-6.19,,6.8,0,0,6.3,-12598.45161,-17236.8,-12537.67071,0,0,0.25,0.05
+21/12/2006,0,0,0,0,0,0,0,0,0,0,-15.18,,,-6.2,,4.75,0,0,5.25,-12598.45161,-17236.8,-12537.67071,0,0,0.24,0.05
+22/12/2006,0,0,0,0,0,0,0,0,0,0,-15.18,,,-6.25,,7.65,0,0,6.85,-12598.45161,-17236.8,-12537.67071,0,0,0.25,0.04
+23/12/2006,0,0,0,0,0,0,0,0,0,0,-15.18,,,-6.29,,5.4,0,0,5.65,-12598.45161,-17236.8,-12537.67071,0,0,0.22,0.04
+24/12/2006,0,0,0,0,0,0,0,0,0,0,-15.14,,,-6.29,,5.05,0,0,6.25,-11968.52903,-16374.96,-11910.78717,0,0,0.2,0.04
+25/12/2006,0,0,0,0,0,0,0,0,0,0,-15.11,,,-6.25,,7.25,0,0,7.95,-12598.45161,-17236.8,-12537.67071,0,0,0.18,0.04
+26/12/2006,0,0,0,0,0,0,0.2,0.8,0,0,-15.14,,,-6.23,,7.75,0,0,5.65,-12598.45161,-17236.8,-12537.67071,0,0,0.18,0.04
+27/12/2006,0,0,0,0,0,0,0,2,0,0,-15.16,,,-6.26,,5.25,0,0,4.1,-12598.45161,-17236.8,-12537.67071,0,0,0.2,0.04
+28/12/2006,0,0.2,0.2,0,0,0,0.2,0,0,0,-15.14,,,-6.31,,5.1,0,0,3.65,-12598.45161,-17236.8,-12537.67071,0,0,0.22,0.05
+29/12/2006,0,0,0,0,0,0,0.2,0,0,0,-15.12,,,-6.31,,4.7,0,0,5.25,-12598.45161,-17236.8,-12537.67071,0,0,0.21,0.05
+30/12/2006,0,0,10.4,0.2,0,0,0,0.2,6.6,0,-15.14,,,-6.3,,5.8,0,0,6.5,-12598.45161,-17236.8,-12537.67071,0,0,0.18,0.05
+31/12/2006,11.6,4.8,13.2,4.6,21.8,19.6,9.6,2,2.2,22.4,-15.14,,,-6.29,,8.45,0,0,12.45,-11968.52903,-16374.96,-11910.78717,0,0,0.21,0.07
+01/01/2007,4,8.4,25.6,9.6,6,10.6,4.2,1.8,21.6,5.2,-15.08,,,-6.23,,13.85,0,0,13.15,-11492.67742,-17254.08,-12727.87871,0,0,0.24,
+02/01/2007,28.6,12,0.2,6.6,32.8,39.4,34.4,8.8,9,38.8,-14.97,,,-6.1,,12.85,0,0,9.7,-11492.67742,-17254.08,-12727.87871,0,0,0.48,
+03/01/2007,0,0,0,0,0.2,0,0.2,0.2,0,0,-15.05,,,-6.16,,6.4,0,0,6,-11492.67742,-17254.08,-12727.87871,0,0,0.4,
+04/01/2007,0,0,0,0,0,0,0,0,7.8,0,-15.02,,,-6.11,,5.8,0,0,3.1,-11492.67742,-17254.08,-12727.87871,0,0,0.36,
+05/01/2007,7.6,0,0,0,5.4,2.2,5.8,0,0,7,-15,,,-6.06,,3.85,0,0,8.05,-11492.67742,-17254.08,-12727.87871,0,0,0.33,
+06/01/2007,0,0,0,0,0.2,0,0,0,0,0.2,-15.05,,,-6.08,,6.7,0,0,6.2,-11492.67742,-17254.08,-12727.87871,0,0,0.32,
+07/01/2007,0.6,2,15.6,0.6,0.2,0.2,0.4,0.4,3.6,1.2,-15.03,,,-6.05,,6.7,0,0,7.8,-10918.04355,-16391.376,-12091.48477,0,0,0.27,
+08/01/2007,24.4,17.2,24.8,14,24.6,14.6,32.8,5.2,38.4,38.4,-14.98,,,-5.98,,9.1,0,0,12.25,-11492.67742,-17254.08,-12727.87871,0,0,0.44,0.65
+09/01/2007,17,17.2,8.2,9,5.8,5.6,26.6,2,0.2,31.8,-15.01,,,-5.97,,12.4,0,0,11.6,-11492.67742,-17254.08,-12727.87871,0,0,0.64,1.28
+10/01/2007,0,0.2,0.2,0.2,0,0,0.2,0,0,0,-15.04,,,-5.95,,9.4,0,0,8.95,-11492.67742,-17254.08,-12727.87871,0,0,0.5,0.64
+11/01/2007,0.2,0.2,0.4,0.2,0.4,0.2,0.2,0.6,0.4,0.4,-15.03,,,-5.96,,7.75,0,0,12,-11492.67742,-17254.08,-12727.87871,0,0,0.47,0.41
+12/01/2007,0,0,0.2,0.2,0,0,0,0.2,0,0,-15,,,-5.88,,12.2,0,0,12.1,-11492.67742,-17254.08,-12727.87871,0,0,0.42,0.22
+13/01/2007,0,0.2,0,0.2,0,0,0,0,0.2,0,-15.03,,,-5.89,,10.45,0,0,8.85,-11492.67742,-17254.08,-12727.87871,0,0,0.37,0.18
+14/01/2007,0,0,0,0,0,0,0,0,0,0,-15.02,,,-5.86,,9.9,0,0,10.45,-10918.04355,-16391.376,-12091.48477,0,0,0.29,0.17
+15/01/2007,0,0,0,0,0,0,0,0,0,0,-15.03,,,-5.84,,8.45,0,0,10.55,-11492.67742,-17254.08,-12727.87871,0,0,0.3,0.18
+16/01/2007,0,0,2.4,0,0,0,0,0,3.2,0,-15.02,,,-5.84,,10.45,0,0,7.75,-11492.67742,-17254.08,-12727.87871,0,0,0.3,0.21
+17/01/2007,4.6,3.6,1.4,1,5.2,6,4.6,2.4,3.2,5.6,-15,,,-5.81,,8.55,0,0,10.45,-11492.67742,-17254.08,-12727.87871,0,0,0.32,0.22
+18/01/2007,1.4,8,1,3.8,6.4,6,2.8,0.8,9,4.2,-14.99,,,-5.83,,10.6,0,0,12.05,-11492.67742,-17254.08,-12727.87871,0,0,0.31,0.22
+19/01/2007,10,0.4,0.2,0.6,8,8.2,6.4,3,0.6,9,-14.95,,,-5.75,,12.85,0,0,12.65,-11492.67742,-17254.08,-12727.87871,0,0,0.3,0.22
+20/01/2007,0.2,0,0,0.2,0.2,0.2,0.2,0.2,0.6,0.2,-14.97,,,-5.78,,11.25,0,0,11.25,-11492.67742,-17254.08,-12727.87871,0,0,0.28,0.21
+21/01/2007,0.2,0.2,1.2,0,0.4,0.6,0.4,1.4,0.2,0.4,-14.93,,,-5.72,,12.75,0,0,13.45,-10918.04355,-16391.376,-12091.48477,0,0,0.28,0.21
+22/01/2007,0,0,0.2,0,0,0,0,0.8,0,0.2,-14.9,,,-5.65,,11.9,0,0,12,-11492.67742,-17254.08,-12727.87871,0,0,0.33,0.21
+23/01/2007,29.4,3.4,34,0.2,6.4,5,6.2,10.2,26.6,19,-14.8,,,-5.55,,11.85,0,0,12.65,-11492.67742,-17254.08,-12727.87871,0,0,0.37,0.3
+24/01/2007,46.4,25.6,0.2,35.6,32.4,36,34.8,2.6,5.8,43.8,-14.77,,,-5.43,,10.2,0,0,6.4,-11492.67742,-17254.08,-12727.87871,0,0,0.65,1.32
+25/01/2007,21.8,22.2,0.4,20.6,26.4,31.2,34.4,0,13.8,27,-14.87,,,-5.27,,5.05,0,0,4.55,-11492.67742,-17254.08,-12727.87871,0,0,0.6,1.04
+26/01/2007,17.6,3.6,1.6,1,6.6,2.6,3.4,0,12.2,12.4,-14.93,,,-5.14,,3.9,0,0,3.65,-11492.67742,-17254.08,-12727.87871,0,0,0.52,0.66
+27/01/2007,4.2,0.2,11.2,0.4,0,0.4,0.8,0,4.4,8.2,-14.95,,,-5.12,,2.85,0,0,4.7,-11492.67742,-17254.08,-12727.87871,0,0,0.46,0.38
+28/01/2007,0.6,0,19,0,0,0.2,0.2,0,0.2,8.4,-15.01,,,-5.12,,3.35,0,0,5.1,-10918.04355,-16391.376,-12091.48477,0,0,0.41,0.28
+29/01/2007,0,0.2,7,0.2,0,0,0,0.4,0,8.8,-14.95,,,-5.02,,5.9,0,0,8.1,-11492.67742,-17254.08,-12727.87871,0,0,0.39,0.26
+30/01/2007,0,0,0.2,0.2,0,0,0.2,0.6,0,0,-14.98,,,-5,,6.75,0,0,6.9,-11492.67742,-17254.08,-12727.87871,0,0,0.38,0.29
+31/01/2007,0.2,0,0,0,0,0,0,0,0,0.4,-14.99,,,-4.99,,7,0,0,6.6,-11492.67742,-17254.08,-12727.87871,0,0,0.41,0.26
+01/02/2007,0,0,0,0,0,0,0,0,0,0,-14.96,,,-4.97,,8.1,0,0,9.55,-11201,-16312.81429,-12848.33286,0,0,0.38,0.24
+02/02/2007,0,0.2,0,0.4,0,0,0,0,0,0,-14.99,,,-4.99,,7.65,0,0,9.2,-11201,-16312.81429,-12848.33286,0,0,0.37,0.22
+03/02/2007,0,0,0,0,0,0,0,0,0,0,-14.96,,,-5.01,,7.55,0,0,7.35,-11201,-16312.81429,-12848.33286,0,0,0.36,0.22
+04/02/2007,0,0,0,0,0,0,0.2,0,0,0,-14.97,,,-5.01,,7.6,0,0,8.5,-10640.95,-15497.17357,-12205.91621,0,0,0.34,0.22
+05/02/2007,0,0.2,0,0.2,0,0,0,0,0,0,-14.94,,,-4.98,,6,0,0,6.55,-11201,-16312.81429,-12848.33286,0,0,0.34,0.22
+06/02/2007,8,6.4,5.2,0.2,9.2,5.4,10.4,0,40.6,16.4,-14.85,,,-4.89,,7.75,0,0,8.05,-11201,-16312.81429,-12848.33286,0,0,0.4,0.36
+07/02/2007,55.6,17.8,17.4,10.6,52,40.6,62,0,32.2,76.6,-14.8,,,-4.86,,8.75,0,0,10.15,-11201,-16312.81429,-12848.33286,0,0,0.82,1.97
+08/02/2007,37.4,19,8,20.8,29.6,25.2,34.8,0,15.4,31.4,-14.81,,,-4.81,,10,0,0,10.85,-11201,-16312.81429,-12848.33286,0,0,0.91,2.28
+09/02/2007,12,14,6.2,10.2,9,10.4,12.2,1.2,0.8,14,-14.81,,,-4.72,,11.75,0,0,9.75,-11201,-16312.81429,-12848.33286,0,0,0.84,2.03
+10/02/2007,0.2,0.2,0.2,0.2,0,0.2,0,2.6,0,0,-14.82,,,-4.69,,7.75,0,0,9.45,-11201,-16312.81429,-12848.33286,0,0,0.7,1.53
+11/02/2007,0,0,0.4,0,0,0,0.2,1.4,0,0.2,-14.86,,,-4.67,,8.2,0,0,8.4,-10640.95,-15497.17357,-12205.91621,0,0,0.61,1.15
+12/02/2007,2.2,4,48.4,1,4,5.2,2.8,1,23.4,4.4,-14.82,,,-4.57,,9.2,0,0,11.05,-11201,-16312.81429,-12848.33286,0,0,0.6,1.05
+13/02/2007,27.8,29.6,0.2,31,30.2,32.8,21.2,6.8,0,39.8,-14.83,,,-4.44,,7.75,0,0,10.85,-11201,-16312.81429,-12848.33286,0,0,0.78,1.83
+14/02/2007,0.2,0,0.2,0,0,0,0,0.2,0,0,-14.88,,,-4.36,,10.35,0,0,10.25,-11201,-16312.81429,-12848.33286,0,0,0.66,1.35
+15/02/2007,0.8,5.6,15.4,10,1,6.4,0.8,0.6,0.6,3.4,-14.87,,,-4.3,,11.15,0,0,10.1,-11201,-16312.81429,-12848.33286,0,0,0.6,1.12
+16/02/2007,0.4,0.8,0,0.6,0.2,0.2,0.2,0,0,0.2,-14.9,,,-4.31,,8,0,0,9.5,-11201,-16312.81429,-12848.33286,0,0,0.52,0.72
+17/02/2007,0,0,0,0,0,0,0.2,1.6,0,0,-14.9,,,-4.34,,9.75,0,0,9.55,-11201,-16312.81429,-12848.33286,0,0,0.49,0.53
+18/02/2007,0,0,0,0,0,0,0,0,0,0,-14.87,,,-4.32,,9.95,0,0,8.2,-10640.95,-15497.17357,-12205.91621,0,0,0.44,0.32
+19/02/2007,0,0,0,0,0,0,0,0,0,0,-14.83,,,-4.3,,5.7,0,0,7.85,-11201,-16312.81429,-12848.33286,0,0,0.42,0.28
+20/02/2007,0,0,0,0,0,0,0,2.8,0,0,-14.82,,,-4.34,,8,0,0,9.25,-11201,-16312.81429,-12848.33286,0,0,0.4,0.27
+21/02/2007,0,0,2,0,0,0,0,0.4,0.4,0,-14.85,,,-4.37,,10.5,0,0,9.5,-11201,-16312.81429,-12848.33286,0,0,0.37,0.27
+22/02/2007,3,1.6,0.4,4.4,0.6,0.4,1.8,1.8,1.8,0.4,-14.83,,,-4.32,,11.4,0,0,10.2,-11201,-16312.81429,-12848.33286,0,0,0.37,0.27
+23/02/2007,0,0,0,0.2,0.2,0.2,0,0.6,0,0,-14.81,,,-4.32,,8.5,0,0,10.85,-11201,-16312.81429,-12848.33286,0,0,0.37,0.26
+24/02/2007,0,0,5.6,0.2,0,0,0,0,6.6,0,-14.8,,,-4.33,,11.7,0,0,10.45,-11201,-16312.81429,-12848.33286,0,0,0.38,0.26
+25/02/2007,10.6,5.6,23.6,5,24.4,12.4,22,0,36.6,22.2,-14.77,,,-4.29,,10.9,0,0,11.4,-10640.95,-15497.17357,-12205.91621,0,0,0.45,0.57
+26/02/2007,30.6,29.8,0.2,13.6,39.4,35.6,35.8,5.4,0,61.4,-14.75,,,-4.2,,9.7,0,0,11.45,-11201,-16312.81429,-12848.33286,0,0,0.69,1.45
+27/02/2007,0.2,0.2,0,0.2,0,0,0.2,0,0,0,-14.79,,,-4.17,,9,0,0,10.3,-11201,-16312.81429,-12848.33286,0,0,0.55,0.87
+28/02/2007,0,0,0.2,0,0,0,0,0,3,0,-14.77,,,-4.16,,10.4,0,0,9.6,-11201,-16312.81429,-12848.33286,0,0,0.51,0.63
+01/03/2007,3.4,0,0.2,0,4,1.8,2.8,2.2,5,6.4,-14.75,,,-4.17,,10.25,0,0,13.65,-10714.06452,-16277.76,-12834.80774,0,0,0.45,0.43
+02/03/2007,2.6,0,0,0,2.2,1,4.2,2.8,4.2,4,-14.74,,,-4.17,,14.65,0,0,15.15,-10714.06452,-16277.76,-12834.80774,0,0,0.44,0.36
+03/03/2007,0.4,0,0.6,0,1,0.6,1.8,1,1.8,1.4,-14.76,,,-4.2,,14.45,0,0,14.6,-10714.06452,-16277.76,-12834.80774,0,0,0.45,0.32
+04/03/2007,0.6,0,0,0,0,0,0.8,0.6,0,0.2,-14.83,,,-4.24,,12.55,0,0,15.55,-10178.36129,-15463.872,-12193.06735,0,0,0.4,0.28
+05/03/2007,0,0,0,0,0,0,0.2,0,0,0,-14.86,,,-4.26,,12.9,0,0,13.25,-10714.06452,-16277.76,-12834.80774,0,0,0.43,0.27
+06/03/2007,0,0,1.8,0,0,0,0,0.2,0.4,0,-14.83,,,-4.3,,13.65,0,0,11.85,-10714.06452,-16277.76,-12834.80774,0,0,0.41,0.27
+07/03/2007,5.6,8.2,18.2,4,8,8.2,7.2,3.8,12,9,-14.73,,,-4.22,,11.95,0,0,11.85,-10714.06452,-16277.76,-12834.80774,0,0,0.42,0.28
+08/03/2007,5.8,4.2,0.2,6.4,6.6,7.2,5.8,0.2,0,7.4,-14.73,,,-4.21,,10.7,0,0,13.3,-10714.06452,-16277.76,-12834.80774,0,0,0.41,0.27
+09/03/2007,0,0,0,0,0,0,0,1.2,0,0,-14.78,,,-4.26,,12.9,0,0,12.45,-10714.06452,-16277.76,-12834.80774,0,0,0.38,0.25
+10/03/2007,0,0,0,0,0,0,0,3.8,0.2,0,-14.78,,,-4.26,,11.55,0,0,11.6,-10714.06452,-16277.76,-12834.80774,0,0,0.39,0.24
+11/03/2007,0,0,0,0,0,0,0,0,0,0,-14.81,,,-4.31,,11.15,0,0,11.85,-10178.36129,-15463.872,-12193.06735,0,0,0.38,0.23
+12/03/2007,0,0,0,0,0,0,0,0,0,0,-14.79,,,-4.32,,10.75,0,0,12.25,-10714.06452,-16277.76,-12834.80774,0,0,0.38,0.23
+13/03/2007,0,0,0,0,0,0,0,0.2,0,0,-14.79,,,-4.33,,10,0,0,11.5,-10714.06452,-16277.76,-12834.80774,0,0,0.33,0.23
+14/03/2007,0,0,0,0,0,0,0,0,0,0,-14.8,,,-4.37,,11,0,0,12.8,-10714.06452,-16277.76,-12834.80774,0,0,0.29,0.23
+15/03/2007,0,0,0,0,0,0,0,0,0,0,-14.79,,,-4.41,,12.7,0,0,14.3,-10714.06452,-16277.76,-12834.80774,0,0,0.29,0.28
+16/03/2007,0,0,0,0,0,0,0,0,0,0,-14.78,,,-4.45,,12.6,0,0,13.35,-10714.06452,-16277.76,-12834.80774,0,0,0.32,0.27
+17/03/2007,0,0,0,0.2,0,0,0,0,0,0,-14.75,,,-4.49,,13.75,0,0,12.75,-10714.06452,-16277.76,-12834.80774,0,0,0.3,0.24
+18/03/2007,0,0,0,0.2,0,0,0,0,1,0,-14.69,,,-4.48,,12.5,0,0,13.4,-10178.36129,-15463.872,-12193.06735,0,0,0.31,0.24
+19/03/2007,20.8,3.8,12.6,10.2,14.2,11.4,22.2,14.8,29,35.4,-14.51,,,-4.37,,14.15,0,0,11.2,-10714.06452,-16277.76,-12834.80774,0,0,0.38,0.36
+20/03/2007,40.8,21.8,0,19.6,37.4,29.6,27.6,8.8,4.6,40.4,-14.47,,,-4.31,,7.75,0,0,5.2,-10714.06452,-16277.76,-12834.80774,0,0,0.5,0.57
+21/03/2007,0.6,5.8,26.4,4.2,1.2,0,0.6,0,0,6.4,-14.57,,,-4.34,,5.35,0,0,8.15,-10714.06452,-16277.76,-12834.80774,0,0,0.43,0.28
+22/03/2007,0,0,9.2,0,0,0,0,0,0,0,-14.63,,,-4.37,,6.95,0,6.05,7.25,-10714.06452,-16277.76,-12834.80774,0,0,0.4,0.24
+23/03/2007,0,0,0,0,0,0,0,0.2,0,0,-14.62,,,-4.39,,5.25,0,7.6,7.7,-10714.06452,-16277.76,-12834.80774,0,0,0.37,0.25
+24/03/2007,0,0,0.2,0.4,0,0,0,1,0,0,-14.61,,,-4.4,,7.4,4.15,8.45,8.2,-10714.06452,-16277.76,-12834.80774,0,0,0.37,0.25
+25/03/2007,1,0.4,5,1,0,0,0.4,0.2,4.4,0,-14.65,,,-4.49,,10.1,1.95,7.7,8.4,-10178.36129,-15463.872,-12193.06735,0,0,0.37,0.24
+26/03/2007,2.6,6,1.2,3.8,6.4,3.2,6.4,0,2.8,5.8,-14.7,,,-4.53,,6.45,5.05,9.5,9.6,-10714.06452,-16277.76,-12834.80774,0,0,0.37,0.24
+27/03/2007,1.4,0.8,0.2,0.6,2.4,3.4,2.8,3,0.2,4.4,-14.69,,,-4.53,,11.1,6.2,9.8,11.7,-10714.06452,-16277.76,-12834.80774,0,0,0.36,0.24
+28/03/2007,0,0,0,0,0,0,0,0,0,0,-14.69,,,-4.49,,10.15,6.55,10.05,10.85,-10714.06452,-16277.76,-12834.80774,0,0,0.35,0.24
+29/03/2007,0,0,4.6,0,0,0,0,1.6,0.4,0,-14.69,,,-4.5,,9.25,5.4,9.5,9.6,-10714.06452,-16277.76,-12834.80774,0,0,0.34,0.24
+30/03/2007,22.8,19.6,12.8,6.2,20.6,16.4,23.6,1.4,25.4,22.6,-14.65,,,-4.46,,11,3.55,7.9,8.65,-10714.06452,-16277.76,-12834.80774,0,0,0.38,0.34
+31/03/2007,7.8,4.2,0.8,3,7.4,4,8,0,1.4,8.6,-14.68,,,-4.5,,8.35,6.25,10.7,12,-10714.06452,-16277.76,-12834.80774,0,0,0.41,0.56
+01/04/2007,3,4.4,2.2,1.2,5.8,4.2,4.2,2.4,2.8,4.2,-14.73,,,-4.53,,12.6,8.7,13.8,14.2,-10311.23667,-16016.13867,-12502.76633,0,0,0.39,0.33
+02/04/2007,0,0.4,0,0,0,0,0.2,21.8,0,0,-14.73,,,-4.52,,12.6,10.75,14.6,14.5,-10853.93333,-16859.09333,-13160.80667,0,0,0.37,0.25
+03/04/2007,0,0,0,0,0.4,0,0,12.2,3.4,0,-14.63,,,-4.55,,14.4,9.9,14.4,14.35,-10853.93333,-16859.09333,-13160.80667,0,0,0.33,0.28
+04/04/2007,0.6,0,0.8,0,4.8,0.6,3.4,0,1,5.6,-14.59,,,-4.49,,13.35,7.45,11.55,11.4,-10853.93333,-16859.09333,-13160.80667,0,0,0.36,0.31
+05/04/2007,0.4,0.6,0,0.2,0.2,0.2,0.8,11,0,0.6,-14.67,,,-4.58,,13,9.75,13.55,15.65,-10853.93333,-16859.09333,-13160.80667,0,0,0.36,0.27
+06/04/2007,0,0,0,0,0,0,0,16.8,0,0,-14.7,-6.69,,-4.68,,11.8,10.4,13.45,13.55,-10853.93333,-16859.09333,-13160.80667,0,0,0.34,0.24
+07/04/2007,0,0,0,0,0,0,0,0,0,0,-14.71,-6.71,,-4.65,,12.05,10.5,12.4,13.15,-10853.93333,-16859.09333,-13160.80667,0,0,0.36,0.36
+08/04/2007,0,0,0,0,0,0,0,0,1.6,0,-14.71,-6.67,,-4.65,,12.3,9.1,12.5,14.15,-10311.23667,-16016.13867,-12502.76633,0,0,0.34,0.26
+09/04/2007,0,0,0,0.2,0,0,0.6,1,0,0.4,-14.72,-6.62,,-4.59,,13.15,10.4,12.5,14.5,-10853.93333,-16859.09333,-13160.80667,0,0,0.33,0.23
+10/04/2007,0,0,0,0,0,0,0,0,0,0,-14.73,-6.64,,-4.57,,12.55,11.5,13.55,15.4,-10853.93333,-16859.09333,-13160.80667,0,0,0.32,0.22
+11/04/2007,0,0,0,0,0.8,0,0,0,0,0,-14.72,-6.72,,-4.61,,12.6,14.1,14.8,15.7,-10853.93333,-16859.09333,-13160.80667,0,0,0.29,0.22
+12/04/2007,0,0,0,0,0,0,0,0,0,0,-14.72,-6.76,,-4.64,,15.5,15.65,16.7,18.05,-10853.93333,-16859.09333,-13160.80667,0,0,0.29,0.23
+13/04/2007,0,0,0,0,3,0,0,0,0,0,-14.7,-6.79,,-4.65,,18.2,16,18.8,18.95,-10853.93333,-16859.09333,-13160.80667,0,0,0.28,0.22
+14/04/2007,0,0,0,0,0.2,0,0,0,0,0,-14.69,-6.81,,-4.67,,19.7,16.25,18.35,20.05,-10853.93333,-16859.09333,-13160.80667,0,0,0.28,0.22
+15/04/2007,0,0,0,0,0,0,0,0,0,0,-14.69,-6.82,,-4.71,,16.95,15.95,17.1,19.15,-10311.23667,-16016.13867,-12502.76633,0,0,0.31,0.23
+16/04/2007,0,0,0,0,0,0,0,0,0,0,-14.68,-6.74,,-4.71,,16.85,16.65,18.8,18.8,-10853.93333,-16859.09333,-13160.80667,0,0,0.28,0.22
+17/04/2007,0,0,0,0,0.4,0,0,0,0,0,-14.69,-6.82,,-4.54,,19.4,14.4,17.35,19.6,-10853.93333,-16859.09333,-13160.80667,0,0,0.28,0.22
+18/04/2007,0,0,0,0,0.4,0,0,0,0,0,-14.69,-6.86,,-4.7,,16.2,13.6,15.35,17.05,-10853.93333,-16859.09333,-13160.80667,0,0,0.24,0.21
+19/04/2007,0,0,0,0,0.2,0,0,0,0,0,-14.69,-6.84,,-4.76,,15.35,8.7,15.15,15.9,-10853.93333,-16859.09333,-13160.80667,0,0,0.29,0.21
+20/04/2007,0,0,0,0,0,0,0,0,0,0,-14.69,-6.88,,-4.79,,15.3,16.05,17,18.1,-10853.93333,-16859.09333,-13160.80667,0,0,0.23,0.2
+21/04/2007,0,0,0,0,0.2,0,0,0,0,0,-14.71,-6.91,,-4.88,,16.5,16.4,17,17.85,-10853.93333,-16859.09333,-13160.80667,0,0,0.23,0.21
+22/04/2007,0,0,0,0,0,0,0,0,0,0,-14.74,-6.93,,-4.98,,16.5,16.1,16.35,18,-10311.23667,-16016.13867,-12502.76633,0,0,0.23,0.21
+23/04/2007,0,0,0,0,0,0,0,0,0,0,-14.75,-6.94,,-5.02,,16.9,16.65,17.15,18.45,-10853.93333,-16859.09333,-13160.80667,0,0,0.24,0.21
+24/04/2007,0,0,0,0.2,3,0,0,2.4,0,0,-14.74,-6.96,,-5.03,,18.1,16.35,17.5,19.05,-10853.93333,-16859.09333,-13160.80667,0,0,0.23,0.21
+25/04/2007,0,0,0,0,0.2,0,0,0,0,0,-14.71,-6.97,,-5.02,,18.4,17,18.8,20.15,-10853.93333,-16859.09333,-13160.80667,0,0,0.25,0.21
+26/04/2007,0,0,0,0,0,0.2,5.6,0,0,0.2,-14.73,-6.98,,-5.05,,20.65,15.35,18.3,20.2,-10853.93333,-16859.09333,-13160.80667,0,0,0.24,0.21
+27/04/2007,0,0,0,0,0.8,0,0,0,0,0,-14.75,-6.99,,-5.09,,16.95,14.85,18.1,18.9,-10853.93333,-16859.09333,-13160.80667,0,0,0.22,0.2
+28/04/2007,0,0.6,0,0,0.2,2.6,0,0,0,0,-14.76,-7,,-5.15,,17.2,15.45,18.25,18.7,-10853.93333,-16859.09333,-13160.80667,0,0,0.2,0.2
+29/04/2007,0,0,0,0,0,0,0,0,0,0,-14.73,-6.86,,-5.19,,16.95,14.05,11.2,17.7,-10311.23667,-16016.13867,-12502.76633,0,0,0.2,0.2
+30/04/2007,0,0.2,0.2,0,0,0,0,0,0.4,0,-14.7,-6.74,,-5.16,,17.6,11.55,16.05,16.95,-10853.93333,-16859.09333,-13160.80667,0,0,0.22,0.21
+01/05/2007,0,5.6,6.2,0.2,1.8,11.6,1.8,3.2,7.4,1,-14.7,-6.88,,-5.16,,14.55,13.3,16.65,17.6,-11660.6129,-16450.56,-13109.04839,0,0,0.23,0.21
+02/05/2007,6,9.2,19.6,8.4,11,6.4,5.2,6.6,9.4,15.6,-14.72,-6.92,,-5.17,,18.85,11.4,15.9,18,-11660.6129,-16450.56,-13109.04839,0,0,0.23,0.21
+03/05/2007,6.8,4.2,5.4,10.8,4.4,3.6,5.4,6.8,11.4,6.4,-14.71,-6.98,,-5.2,,15.95,9.9,14.05,14.95,-11660.6129,-16450.56,-13109.04839,0,0,0.23,0.21
+04/05/2007,34,41,99,31.6,29,28.2,28,22,41,43.6,-14.65,-6.95,,-5.16,,15.5,9.15,13.7,15.95,-11660.6129,-16450.56,-13109.04839,0,0,0.35,0.48
+05/05/2007,12.6,21.6,4.2,25.8,18.6,18,18.6,10.2,7,17.8,-14.65,-6.96,,-5,,14.5,11.05,15.2,16.4,-11660.6129,-16450.56,-13109.04839,0,0,0.4,0.46
+06/05/2007,0,0.4,0.4,1,5,0,3.2,10.8,3,0.8,-14.67,-6.92,,-4.9,,14.9,11.8,15.05,16.4,-11077.58226,-15628.032,-12453.59597,0,0,0.33,0.23
+07/05/2007,0.2,4.4,0,0.8,4.8,6.2,5.2,10.2,0.2,0.8,-14.7,-6.89,,-4.85,,15.9,14.4,16.65,17.8,-11660.6129,-16450.56,-13109.04839,0,0,0.32,0.21
+08/05/2007,0,0,0,0,0,0,0,0,0,0,-14.72,-6.77,,-4.84,,17.5,14.7,16.85,18.05,-11660.6129,-16450.56,-13109.04839,0,0,0.29,0.19
+09/05/2007,0,0,0,0,0,0,0,0,0,0,-14.73,-6.72,,-4.85,,17.95,14.6,16.65,18.7,-11660.6129,-16450.56,-13109.04839,0,0,0.27,0.19
+10/05/2007,0,0,0,0,0,0,0,0,0,0,-14.73,-6.68,,-4.88,,17.5,15.15,17.5,18.9,-11660.6129,-16450.56,-13109.04839,0,0,0.25,0.19
+11/05/2007,0,0,0,0.2,0,0,0,0,0,0,-14.71,-6.71,,-4.91,,18.9,13.7,17.9,19.55,-11660.6129,-16450.56,-13109.04839,0,0,0.23,0.18
+12/05/2007,0,0,0,0,0.2,0,0,0,0,0,-14.7,-6.72,,-4.96,,19.45,14.6,18.35,20.9,-11660.6129,-16450.56,-13109.04839,0,0,0.2,0.19
+13/05/2007,0,0,0,0,0,0,0,0,0,0,-14.71,-6.72,,-4.99,,18.35,17.15,20.1,21.35,-11077.58226,-15628.032,-12453.59597,0,0,0.21,0.2
+14/05/2007,0,0,0,0.2,0,0,0,0,0,0,-14.69,-6.7,,-4.98,,20.45,16.65,20.05,21.7,-11660.6129,-16450.56,-13109.04839,0,0,0.22,0.2
+15/05/2007,0,0,2,0,0,0,0,0.2,0.6,1.4,-14.69,-6.73,,-5,,21.9,11.2,15,17.35,-11660.6129,-16450.56,-13109.04839,0,0,0.2,0.2
+16/05/2007,0.2,1,0,0,2.2,0.2,0.2,0.8,0,3.8,-14.71,-6.76,,-5.01,,14.95,11.45,15.5,17.55,-11660.6129,-16450.56,-13109.04839,0,0,0.21,0.2
+17/05/2007,0,0,0,0,0.8,0,0,0.2,0,0,-14.69,-6.7,,-5,,15.85,11.05,15.5,17.5,-11660.6129,-16450.56,-13109.04839,0,0,0.21,0.2
+18/05/2007,0,0,0,0,0,0,0,0,0,0,-14.71,-6.75,,-5.04,,16.4,15.45,18.25,19.05,-11660.6129,-16450.56,-13109.04839,0,0,0.19,0.19
+19/05/2007,0,0,0,0,0,0,0,0,0,0,-14.73,-6.77,,-5.09,,16.6,14.8,16.85,18.2,-11660.6129,-16450.56,-13109.04839,0,0,0.19,0.19
+20/05/2007,0,0,0,0,0,0,0,0,0,0,-14.74,-6.74,,-5.14,,17.15,17.65,19.1,20.25,-11077.58226,-15628.032,-12453.59597,0,0,0.18,0.19
+21/05/2007,0,0,0,0,0.2,0,0,0,0,0,-14.75,-6.74,,-5.17,,20.65,18.9,21.5,22.45,-11660.6129,-16450.56,-13109.04839,0,0,0.2,0.2
+22/05/2007,0,0,0,0,0,0,0,0,0,0,-14.75,-6.79,,-5.23,,21.6,20.75,20.75,23.05,-11660.6129,-16450.56,-13109.04839,0,0,0.2,0.2
+23/05/2007,0,0,0,0,0.8,0,0,0,8.2,0,-14.75,-6.81,,-5.21,,21.95,22.05,21.75,25.05,-11660.6129,-16450.56,-13109.04839,0,0,0.2,0.2
+24/05/2007,0.4,0,0,0,6.4,1.2,11.2,5.6,0.4,3,-14.76,-6.84,,-5.27,,23.7,21.5,23.75,24.85,-11660.6129,-16450.56,-13109.04839,0,0,0.2,0.21
+25/05/2007,5.8,0,0,0,0,0,0,0,0,15.6,-14.75,-6.86,,-5.31,,24.75,22.1,24.5,25.7,-11660.6129,-16450.56,-13109.04839,0,0,0.2,0.19
+26/05/2007,0,0,0,0,2.8,0,0,0,0,0,-14.73,-6.86,,-5.37,,24,18.1,22.4,23.4,-11660.6129,-16450.56,-13109.04839,0,0,0.19,0.2
+27/05/2007,13.4,0,5.6,0.8,0,0.2,0,0.8,0.2,7,-14.71,-6.82,,-5.43,,22.35,13.7,18.45,21.25,-11077.58226,-15628.032,-12453.59597,0,0,0.19,0.2
+28/05/2007,3,2,79.8,1,4.6,4.8,3,7.6,55.2,4.4,-14.66,-6.76,,-5.33,,19.2,8.25,12.45,14.6,-11660.6129,-16450.56,-13109.04839,0,0,0.23,0.23
+29/05/2007,50.8,35,3.6,34.8,28,34.6,47.2,19.4,0.6,35.4,-14.69,-6.73,,-5.19,,13.2,9.5,14.3,16.35,-11660.6129,-16450.56,-13109.04839,0,0,0.29,0.2
+30/05/2007,0,0,1.2,0,0.2,0,0,0.4,0.2,0,-14.76,-6.74,,-5.19,,16.05,11.5,15.85,17.05,-11660.6129,-16450.56,-13109.04839,0,0,0.24,0.19
+31/05/2007,0,0,0.2,0,0,0,0,0,0.4,0,-14.79,-6.74,,-5.19,,15.85,11.85,10.8,16.75,-11660.6129,-16450.56,-13109.04839,0,0,0.21,0.19
+01/06/2007,0.6,0.2,12.6,0,0.2,0,0.4,0.6,15.4,0.6,-14.77,-6.73,,-5.18,,17.65,10.6,16,17.65,-11949.3,-16571.52,-11854.21333,0,0,0.22,0.2
+02/06/2007,13,6.4,2.8,11.8,6.6,4.8,10.4,7,5,14.4,-14.77,-6.71,,-5.15,,16,11.45,15.5,16.75,-11949.3,-16571.52,-11854.21333,0,0,0.21,0.21
+03/06/2007,4.6,2.2,0,4,4.6,9.8,3.8,9.6,0,5.2,-14.76,-6.67,,-5.11,,17,14.3,19.2,19.4,-11351.835,-15742.944,-11261.50267,0,0,0.22,0.19
+04/06/2007,0,0,0,0,0,0,0,1.2,0.4,0,-14.76,-6.68,,-5.11,,19.5,17.25,19.4,21.75,-11949.3,-16571.52,-11854.21333,0,0,0.21,0.19
+05/06/2007,2.8,3.8,0.4,0.4,0.2,0,1.2,5.2,0.4,0.6,-14.74,-6.72,,-5.11,,21.85,16.35,18.95,20.55,-11949.3,-16571.52,-11854.21333,0,0,0.22,0.19
+06/06/2007,0.2,0,0,0,0.2,0,0.2,5.2,5.2,0.2,-14.72,-6.72,,-5.14,,19.95,15.25,18.75,20.85,-11949.3,-16571.52,-11854.21333,0,0,0.21,0.19
+07/06/2007,8,0.2,4.4,0,3.4,3,6,39.6,8,4.4,-14.73,-6.73,,-5.17,,20.45,14.2,18.75,21.7,-11949.3,-16571.52,-11854.21333,0,0,0.22,0.2
+08/06/2007,7.2,0,0,0.4,8,4,15.2,14.6,0,5.2,-14.73,-6.72,,-5.2,,18.3,16.95,19.25,20.85,-11949.3,-16571.52,-11854.21333,0,0,0.25,0.2
+09/06/2007,0,0,0,0,0,0,0,0,0,0,-14.73,-6.74,,-5.26,,20.95,18,21.1,22.7,-11949.3,-16571.52,-11854.21333,0,0,0.24,0.2
+10/06/2007,0,0,0,0,0,0,0,0,0.8,0,-14.72,-6.71,,-5.28,,23.6,18.4,21.2,23.55,-11351.835,-15742.944,-11261.50267,0,0,0.23,0.2
+11/06/2007,1.4,0,0,0,0,0,0,1.2,0,12,-14.71,-6.67,,-5.3,,22.3,16.35,20.65,23.1,-11949.3,-16571.52,-11854.21333,0,0,0.23,0.2
+12/06/2007,0,0,0,0,0.6,0,0,0,0,0,-14.69,-6.71,,-5.33,,21.35,16.2,20.4,22.6,-11949.3,-16571.52,-11854.21333,0,0,0.22,0.19
+13/06/2007,0,0,0,0,0,0,0,0,0,0,-14.69,-6.71,,-5.36,,21.65,16.65,20.3,22.45,-11949.3,-16571.52,-11854.21333,0,0,0.23,0.2
+14/06/2007,0,0,0,0,0,0,0,0,0,0,-14.7,-6.73,,-5.4,,20.4,18.1,21.5,23.6,-11949.3,-16571.52,-11854.21333,0,0,0.21,0.19
+15/06/2007,0,0,0,0,0,0,0,0,0.8,0,-14.69,-6.76,,-5.43,,23.55,17.7,21.7,23.4,-11949.3,-16571.52,-11854.21333,0,0,0.21,0.19
+16/06/2007,3.8,0,0.6,1,1.4,0,0.6,1.2,0.2,0.6,-14.7,-6.77,,-5.46,,23.1,15.45,19.8,22.95,-11949.3,-16571.52,-11854.21333,0,0,0.2,0.19
+17/06/2007,0,0,0,0,0,0,0,0,0,0.2,-14.71,-6.74,,-5.49,,22.25,16.9,21.5,24.15,-11351.835,-15742.944,-11261.50267,0,0,0.2,0.18
+18/06/2007,0,0,0.4,0,0,0,0,0,0,0,-14.73,-6.72,,-5.51,,22.75,18.15,22.25,24.1,-11949.3,-16571.52,-11854.21333,0,0,0.2,0.18
+19/06/2007,0,0,0,0,0.2,0,0,0,0,0,-14.72,-6.77,,-5.58,,23.45,22.95,26.05,26.9,-11949.3,-16571.52,-11854.21333,0,0,0.19,0.18
+20/06/2007,0,0,0,0,0,0,0.2,0,0,0,-14.73,-6.86,,-5.62,,26,22.95,25.6,26.9,-11949.3,-16571.52,-11854.21333,0,0,0.19,0.18
+21/06/2007,0,0,0,0,1.4,0,0,0,0,0,-14.75,-6.85,,,,25,18.6,22.1,24.75,-11949.3,-16571.52,-11854.21333,0,0,0.18,0.18
+22/06/2007,0,0,0,0,1.8,0,0,0,0,0,-14.76,-6.87,,,,23.3,17.4,21.3,23.75,-11949.3,-16571.52,-11854.21333,0,0,0.17,0.17
+23/06/2007,0,0,0,0,0.6,0,0,0,0,0,-14.77,-6.85,,,,22.7,16.15,19.6,22.3,-11949.3,-16571.52,-11854.21333,0,0,0.16,0.17
+24/06/2007,0,0,0,0,0,0,0,0,0,0,-14.79,-6.82,,,,19.4,19.05,22.15,22.65,-11351.835,-15742.944,-11261.50267,0,0,0.16,0.17
+25/06/2007,0,0,0,0,0,0,0,0,0,0,-14.77,-6.8,,,,24.65,19.05,23.4,25.45,-11949.3,-16571.52,-11854.21333,0,0,0.16,0.18
+26/06/2007,0,0,0,0,0,0,0,13.6,0,0,-14.75,-6.84,,,,26.85,14.25,19.75,22.35,-11949.3,-16571.52,-11854.21333,0,0,0.16,0.18
+27/06/2007,0,0,0,0,0,0,0,0,0,0,-14.78,-6.84,,,,21.2,12.65,18.45,21.35,-11949.3,-16571.52,-11854.21333,0,0,0.15,0.18
+28/06/2007,0,0,0,0,0,0,0,0,0,0.2,-14.81,-6.83,,,,18.05,14.75,18.85,21.2,-11949.3,-16571.52,-11854.21333,0,0,0.16,0.18
+29/06/2007,0,0,0,0,0,0,0,0.2,0,0,-14.84,-6.84,,,,18.6,15.15,18.3,20.35,-11949.3,-16571.52,-11854.21333,0,0,0.15,0.18
+30/06/2007,0,0,0,0,0,0,0,0,0,0,-14.85,-6.83,,,,20.5,16.3,20.3,22.35,-11949.3,-16571.52,-11854.21333,0,0,0.15,0.19
+01/07/2007,0,0,0,0,0,0,0,0,0,0,-14.84,-6.77,,,,20.9,19,21.85,23.45,-12150.1629,-16482.20335,-11622.81484,0,0,0.15,0.18
+02/07/2007,0,0,0,0,0,0,0,0,1,0,-14.84,-6.73,,,,22.75,17.55,21.55,23.15,-12789.64516,-17349.68774,-12234.54194,0,0,0.15,0.19
+03/07/2007,2.4,0,0,0,0,0,0,0.6,0,0,-14.85,-6.79,,,,21.5,16,20.55,21.95,-12789.64516,-17349.68774,-12234.54194,0,0,0.15,0.19
+04/07/2007,2.4,0.2,0,0,15,5.2,9.4,2,11.2,4.8,-14.82,-6.79,,,,23.5,14.05,19.4,20.95,-12789.64516,-17349.68774,-12234.54194,0,0,0.15,0.2
+05/07/2007,0,0,0,0,0,0,0,0,2.4,0,-14.86,-6.78,,,,19,16.05,19.6,21.1,-12789.64516,-17349.68774,-12234.54194,0,0,0.14,0.19
+06/07/2007,0,0,0,0,0,0,0,0,0,0,-14.89,-6.81,,,,19.6,16.7,19.65,21.25,-12789.64516,-17349.68774,-12234.54194,0,0,0.14,0.18
+07/07/2007,0,0,0,0,0,0,0,0,0,0,-14.9,-6.82,,,,20.35,18.35,20.65,22,-12789.64516,-17349.68774,-12234.54194,0,0,0.14,0.19
+08/07/2007,0,0,0,0,0,0,0,0,0,0,-14.9,-6.76,,,,22.25,19.1,22.8,24,-12150.1629,-16482.20335,-11622.81484,0,0,0.15,0.19
+09/07/2007,0,0,0,0,0.6,0,0,0,0,0,-14.87,-6.72,,,,23.65,18.3,22.05,24.05,-12789.64516,-17349.68774,-12234.54194,0,0,0.14,0.19
+10/07/2007,0,0,0,0,0,0,0,0.2,0,0,-14.85,-6.78,,,,24.65,14.3,18.95,22,-12789.64516,-17349.68774,-12234.54194,0,0,0.14,0.17
+11/07/2007,0,0,0,0,0.4,0,0,12.8,0,0,-14.88,-6.78,,,,19.7,14.85,18.5,20.3,-12789.64516,-17349.68774,-12234.54194,0,0,0.14,
+12/07/2007,0,0.2,0,0,0,0,0,0,0,0,-14.91,-6.77,,,,18.5,16.6,19.3,21,-12789.64516,-17349.68774,-12234.54194,0,0,0.14,
+13/07/2007,0,0,0,0,0,0,0,0,0,0,-14.94,-6.79,,,,19.85,18.15,20,21.4,-12789.64516,-17349.68774,-12234.54194,0,0,0.12,
+14/07/2007,0,0,0,0,0.8,0,0,0,0,0,-14.95,-6.79,,,,21,20.65,22.2,23.55,-12789.64516,-17349.68774,-12234.54194,0,0,0.12,
+15/07/2007,0,0,0,0,0,0,0,0,0,0,-14.94,-6.73,,,,22.7,23.9,24.85,25.9,-12150.1629,-16482.20335,-11622.81484,0,0,0.12,
+16/07/2007,0,0,0,0,0,0,0,0,0,0,-14.93,-6.74,,,,25.3,24.35,26.1,27,-12789.64516,-17349.68774,-12234.54194,0,0,0.12,
+17/07/2007,0,0,0,0,0,0,0,0,0,0,-14.93,-6.81,,,,26.05,23.25,25.45,26.45,-12789.64516,-17349.68774,-12234.54194,0,0,0.11,
+18/07/2007,0,0,0,0,0.2,0,0,0,0,0,-14.92,-6.84,,,,25.6,25,26.5,27.3,-12789.64516,-17349.68774,-12234.54194,0,0,0.11,
+19/07/2007,0,0,0,0,0,0,0,0,0,0,-14.92,-6.86,,,,25.7,24.85,26.05,26.8,-12789.64516,-17349.68774,-12234.54194,0,0,0.11,
+20/07/2007,0,0,0,0,0.8,0,0,0,0,0,-14.92,-6.88,,,,26.25,23.4,25.35,26.25,-12789.64516,-17349.68774,-12234.54194,0,0,0.12,
+21/07/2007,0,0,0,0,0,0,0,0,0,0,-14.93,-6.89,,,,25.55,21.85,24.4,25.45,-12789.64516,-17349.68774,-12234.54194,0,0,0.12,
+22/07/2007,0,0,0,0,0,0,0,0,0,0,-14.93,-6.83,,,,24.95,19.1,23.3,25.05,-12150.1629,-16482.20335,-11622.81484,0,0,0.11,
+23/07/2007,0,0,0,0,0,0,0,0,0,0,-14.91,-6.79,,,,23.45,21.2,24.3,25.5,-12789.64516,-17349.68774,-12234.54194,0,0,0.12,
+24/07/2007,1.2,0,0,0,1.4,0.6,0,0,1,0.4,-14.91,-6.85,,,,26.45,17.9,22.3,24.95,-12789.64516,-17349.68774,-12234.54194,0,0,0.12,
+25/07/2007,1.2,0.6,0,0,0.6,0,0.6,0,0,1,-14.94,-6.86,,,,22.95,19.2,22.85,24.45,-12789.64516,-17349.68774,-12234.54194,0,0,0.11,
+26/07/2007,0,0,0,0,0,0,0,0,0,0,-14.96,-6.85,,,,24.25,21.7,24.45,26.4,-12789.64516,-17349.68774,-12234.54194,0,0,0.11,
+27/07/2007,0,0,0,0,0,0,0,0,0,0,-14.98,-6.86,,,,25.95,20.55,22.85,25.6,-12789.64516,-17349.68774,-12234.54194,0,0,0.11,
+28/07/2007,0,0,0,0,0,0,0,0,0,0,-14.99,-6.87,,,,24.5,19.9,22.7,24.65,-12789.64516,-17349.68774,-12234.54194,0,0,0.11,
+29/07/2007,0,0,0,0,0,0,0,0,0,0,-14.97,-6.84,,,,24.35,22.95,24.8,26.85,-12150.1629,-16482.20335,-11622.81484,0,0,0.11,
+30/07/2007,0,0,0,0,0,0,0,0,0,0,-14.95,-6.82,,,,26.15,19.9,24.2,26.5,-12789.64516,-17349.68774,-12234.54194,0,0,0.11,
+31/07/2007,0,0,0,0,0,0,0,3,0,0,-14.99,-6.86,,,,26.3,18.35,23,25.7,-12789.64516,-17349.68774,-12234.54194,0,0,0.1,
+01/08/2007,0,0,0,0,0,0,0,0,0,0,-15.03,-6.87,,,,20.75,19.05,22.55,23.5,-11877.41935,-16224.18581,-10435.86581,0,0,0.1,
+02/08/2007,0,0,0,0,0,0,0,0,0,0,-15.04,-6.88,,,,22.85,20.5,23.35,24,-11877.41935,-16224.18581,-10435.86581,0,0,0.1,
+03/08/2007,0,0,5.4,1,0.2,0,0,0,1.4,0,-15.06,-6.88,,,,24.3,18,22.45,23.5,-11877.41935,-16224.18581,-10435.86581,0,0,0.11,
+04/08/2007,2,2.2,0,1.4,5.4,3.6,0.8,11,0,0.2,-15.08,-6.83,,,,21.25,19.6,23.5,24.3,-11877.41935,-16224.18581,-10435.86581,0,0,0.1,
+05/08/2007,0,0,0,0,0,0,0,2.4,0,0,-15.07,-6.79,,,,22.7,19.85,22.2,23.85,-11283.54839,-15412.97652,-9914.072516,0,0,0.09,
+06/08/2007,0,0,0,0,0,0,0,0,0,0,-15.04,-6.76,,,,22.55,19.4,22.75,23.7,-11877.41935,-16224.18581,-10435.86581,0,0,0.09,
+07/08/2007,0,0,0,0,0,0,0,0,0,0,-15.05,-6.81,,,,23.6,19.7,22.55,24.15,-11877.41935,-16224.18581,-10435.86581,0,0,0.09,
+08/08/2007,0,0,3.4,0,0,0,0,0,10,0,-15.04,-6.84,,,,24.35,17.1,21.85,24.05,-11877.41935,-16224.18581,-10435.86581,0,0,0.09,
+09/08/2007,9.2,0,0,13.2,9.4,6.2,12.6,4.8,2.2,16,-15.03,-6.79,,,,23.4,15.25,19.8,22.75,-11877.41935,-16224.18581,-10435.86581,0,0,0.1,
+10/08/2007,0.8,0,1.2,0,0.2,0,0.2,0.6,0.6,0.6,-15.03,-6.78,,,,20.6,16.6,21,22.5,-11877.41935,-16224.18581,-10435.86581,0,0,0.09,
+11/08/2007,0,1.2,0,0,4.8,4.6,1.6,3.6,0,0,-15.04,-6.75,,,,22.25,16.55,20.25,22.25,-11877.41935,-16224.18581,-10435.86581,0,0,0.09,
+12/08/2007,0,0,0,0,0,0,0,0,0,0,-15.05,-6.71,,,,21.4,16.65,20.65,22.6,-11283.54839,-15412.97652,-9914.072516,0,0,0.08,
+13/08/2007,0.6,1.6,3.2,1,1.2,10.6,0.6,0,2.8,8.8,-15.05,-6.66,,,,23.4,17.9,22.3,24.3,-11877.41935,-16224.18581,-10435.86581,0,0,0.09,
+14/08/2007,0.2,0.4,0,0.2,0.8,1.2,1.6,0,0,0.6,-15.06,-6.66,,,,23,18.85,22.7,24,-11877.41935,-16224.18581,-10435.86581,0,0,0.09,
+15/08/2007,0,0,0,0,0,0,0,0,0,0,-15.06,-6.65,,,,23.5,19.35,22.6,24.55,-11877.41935,-16224.18581,-10435.86581,0,0,0.08,
+16/08/2007,0,0,0,0,0,0,0,0,0,0,-15.04,-6.61,,,,23.45,20.7,23.25,24.8,-11877.41935,-16224.18581,-10435.86581,0,0,0.08,
+17/08/2007,0,0,0,0,0,0,0,0,0,0,-15.03,-6.62,,,,24.05,17.65,21.7,23.6,-11877.41935,-16224.18581,-10435.86581,0,0,0.07,
+18/08/2007,0,0,0,0,0,0,0,0,0,0,-15.02,-6.62,,,,21.95,16.7,20.05,21.45,-11877.41935,-16224.18581,-10435.86581,0,0,0.08,
+19/08/2007,0,0,0,0,0,0,0,0,0,0,-15,-6.6,,,,21,17.05,20.35,22.05,-11283.54839,-15412.97652,-9914.072516,0,0,0.1,
+20/08/2007,6.2,15.2,44.2,38.6,15.4,7.8,13.8,7.4,8.2,8,-14.96,-6.59,,,,22.85,13.65,18.6,20.95,-11877.41935,-16224.18581,-10435.86581,0,0,0.12,
+21/08/2007,19.4,1.4,3.4,9.4,10.8,9.2,9.6,1,8.8,21.4,-14.96,-6.56,,,,18.65,14,16.15,18.4,-11877.41935,-16224.18581,-10435.86581,0,0,0.12,
+22/08/2007,2.4,4,0.2,2,4.6,5.6,6.4,2,0.6,6.8,-14.96,-6.57,,,,18.4,14.5,19.35,20.8,-11877.41935,-16224.18581,-10435.86581,0,0,0.1,
+23/08/2007,0,0,10.2,1.2,0.6,0.2,0.2,1.4,6.6,0,-14.99,-6.58,,,,22.4,16.9,18.3,20,-11877.41935,-16224.18581,-10435.86581,0,0,0.1,
+24/08/2007,3.6,8.4,0.2,10.6,8.2,8.6,8.8,5.6,0,4.2,-15.03,-6.55,,,,18.25,16.1,18.7,19.55,-11877.41935,-16224.18581,-10435.86581,0,0,0.1,
+25/08/2007,0.4,0.2,0,0.2,0.2,0,0,0,0,0.2,-15.03,-6.56,,,,19.95,21.35,23.35,23.45,-11877.41935,-16224.18581,-10435.86581,0,0,0.09,
+26/08/2007,0,0,0,0,0,0,0,0,0,0,-15.01,-6.56,,,,24.45,24.6,25.95,26.25,-11283.54839,-15412.97652,-9914.072516,0,0,0.09,
+27/08/2007,0,0,0,0,0,0,0,0,0,0,-14.98,-6.56,,,,26.15,24.4,27.35,27.45,-11877.41935,-16224.18581,-10435.86581,0,0,0.09,
+28/08/2007,0,0,0,0,0.8,0,0,0,0,0,-14.95,-6.61,,,,25.35,24.85,24.65,25.7,-11877.41935,-16224.18581,-10435.86581,0,0,0.09,
+29/08/2007,0,0,0,0,0,0,0,0,0,0,-14.93,-6.65,,,,24.35,22.55,23.75,24.6,-11877.41935,-16224.18581,-10435.86581,0,0,0.1,
+30/08/2007,0,0,0,0,0,0,0,0,0,0,-14.9,-6.67,,,,25.15,21.45,23.95,26.05,-11877.41935,-16224.18581,-10435.86581,0,0,0.1,
+31/08/2007,0,0,0,0,0,0,0,0.2,2.4,0,-14.94,-6.67,,,,24.25,19.4,22.4,23.95,-11877.41935,-16224.18581,-10435.86581,0,0,0.09,
+01/09/2007,9,0,0,0,0,0,0,1.4,0,0,-14.98,-6.68,,,,21.8,17.95,22.05,22.45,-11906.66667,-16538.18667,-11182.05333,0,0,0.08,
+02/09/2007,0,0,0,0,0,0,0,0,0,0,-14.97,-6.65,,,,22,18.8,21.65,22.3,-11311.33333,-15711.27733,-10622.95067,0,0,0.08,
+03/09/2007,0,0,0,0,0,0,0,0,0,0,-14.95,-6.65,,,,20.75,18.6,20.55,21.5,-11906.66667,-16538.18667,-11182.05333,0,0,0.08,
+04/09/2007,3.8,4.8,17.4,1.8,4.6,21.6,3.8,1.8,2.4,10.8,-14.93,-6.69,,,,21.9,17.15,18.1,19.35,-11906.66667,-16538.18667,-11182.05333,0,0,0.09,
+05/09/2007,0.8,1.6,0,8.4,0.2,1,0.2,5.4,0,1.2,-14.98,-6.67,,,,15.1,10.75,15.05,17.2,-11906.66667,-16538.18667,-11182.05333,0,0,0.09,
+06/09/2007,0,0,0,0,0,0,0,0,0,0,-14.98,-6.68,,,,15.7,13.6,0,17.15,-11906.66667,-16538.18667,-11182.05333,0,0,0.09,
+07/09/2007,0,0,0,0,0,0,0,0,0,0,-14.98,-6.67,,,,16.4,14.55,0,18.15,-11906.66667,-16538.18667,-11182.05333,0,0,0.1,
+08/09/2007,0,0,0,0,0,0,0,0,0,0,-14.99,-6.68,,,,18.55,16.4,0,20,-11906.66667,-16538.18667,-11182.05333,0,0,0.08,
+09/09/2007,0,0,0,0,0,0,0,0,0,0,-14.97,-6.66,,,,19.15,17,0,20.55,-11311.33333,-15711.27733,-10622.95067,0,0,0.07,
+10/09/2007,0,0,0,0,0,0,0,0.2,0,0,-14.97,-6.65,,,,19.6,17.05,0,20.75,-11906.66667,-16538.18667,-11182.05333,0,0,0.08,
+11/09/2007,0,0,0,0,0,0,0,0,0,0,-14.94,-6.68,,,,20.95,17.8,0,22.55,-11906.66667,-16538.18667,-11182.05333,0,0,0.07,
+12/09/2007,0,0,0,0,0,0,0,0,0,0,-14.99,-6.71,,,,19.75,17.35,0,20.7,-11906.66667,-16538.18667,-11182.05333,0,0,0.07,
+13/09/2007,0,0,0,0,0,0,0,0,0,0,-15.02,-6.72,,,,18.7,17.1,0,20.4,-11906.66667,-16538.18667,-11182.05333,0,0,0.07,
+14/09/2007,0,0,0,0,1.8,0,0,0,0,0,-15.02,-6.74,,,,19.25,18.5,0,20.05,-11906.66667,-16538.18667,-11182.05333,0,0,0.07,
+15/09/2007,0,0,0,0,0,0,0,0,0,0,-15.01,-6.74,,,,20.7,17.95,0,22.15,-11906.66667,-16538.18667,-11182.05333,0,0,0.07,
+16/09/2007,0,0,1.4,0,0,0,0,0,0,0,-15.01,-6.74,,,,22.35,19.1,0,22.65,-11311.33333,-15711.27733,-10622.95067,0,0,0.08,
+17/09/2007,2.2,115.4,15.6,14,13.6,20.2,4.6,1.6,0.8,17.6,-14.98,-6.69,,,,22.2,17.75,0,22.7,-11906.66667,-16538.18667,-11182.05333,0,0,0.12,
+18/09/2007,6.4,0,1.6,0,0.4,0.2,1.6,4,6.2,1.4,-14.93,-6.65,,,,24.05,18.9,0,22.95,-11906.66667,-16538.18667,-11182.05333,0,0,0.11,
+19/09/2007,1.4,0,0,0,0,0,0.8,0.6,0,0,-14.98,-6.66,,,,20.7,14.85,0,20.15,-11906.66667,-16538.18667,-11182.05333,0,0,0.1,
+20/09/2007,0,0,0,0,1.2,0,0,0,0,0,-15.02,-6.65,,,,15.95,12.95,0,17.7,-11906.66667,-16538.18667,-11182.05333,0,0,0.09,
+21/09/2007,0,0,0,0,0,0,0,0,0,0,-15.02,-6.65,,,,15.7,13.25,0,17.9,-11906.66667,-16538.18667,-11182.05333,0,0,0.08,
+22/09/2007,0,0,0,0,0,0,0,0,0,0,-15.01,-6.67,,,,17.2,15.7,0,18.9,-11906.66667,-16538.18667,-11182.05333,0,0,0.08,
+23/09/2007,0,0,0,0,0,0,0,0,0,0,-15,-6.64,,,,18,16.75,0,18.6,-11311.33333,-15711.27733,-10622.95067,0,0,0.09,
+24/09/2007,0,0,0,0,0,0,0,0,0,0,-14.98,-6.62,,,,18.3,16.5,0,19.3,-11906.66667,-16538.18667,-11182.05333,0,0,0.08,
+25/09/2007,0,0,0,0,0,0,0,0,0.4,0,-14.94,-6.66,,,,20.3,17.95,0,19.75,-11906.66667,-16538.18667,-11182.05333,0,0,0.09,
+26/09/2007,0,0,2.8,0,0,0,0.2,0,8.2,0,-14.91,-6.65,,,,19.7,16.4,0,18,-11906.66667,-16538.18667,-11182.05333,0,0,0.09,
+27/09/2007,24.2,9.4,36,8.6,11.6,14.8,21,0.6,40.4,38.4,-14.89,-6.63,,,,16.55,10.6,0,14.9,-11906.66667,-16538.18667,-11182.05333,0,0,0.11,
+28/09/2007,27.2,36.8,15.4,28.2,39.2,40.2,44.8,7.4,13.6,34.8,-14.94,-6.6,,,,13.3,8.25,0,13.95,-11906.66667,-16538.18667,-11182.05333,0,0,0.12,
+29/09/2007,13.2,2.6,0,4,12.4,9.8,15.2,0.8,0,11.6,-15,-6.59,,,,14.25,9.85,0,17.55,-11906.66667,-16538.18667,-11182.05333,0,0,0.1,
+30/09/2007,0.2,0,0,0,0,0,0,0,0,0.6,-15.02,-6.56,,,,17.15,13.9,0,18.4,-11311.33333,-15711.27733,-10622.95067,0,0,0.07,
+01/10/2007,0,0,0,0,0,0,0,0,0,0,-15.01,-6.53,,,,18.4,19.65,0,19.4,-11361.29032,-15733.44,-11241.38323,0,0,0.08,
+02/10/2007,0,0,0,0.2,0,0,0,0,0,0,-14.99,-6.54,,,,19.4,17.85,0,20.45,-11361.29032,-15733.44,-11241.38323,0,0,0.1,
+03/10/2007,0,0,0,0,0,0,0,0,0,0,-14.99,-6.54,,,,20.05,18.55,0,20.4,-11361.29032,-15733.44,-11241.38323,0,0,0.09,
+04/10/2007,0,0,0,0,0,0,0,0,0,0,-14.98,-6.54,,,,21.45,18.75,0,20.6,-11361.29032,-15733.44,-11241.38323,0,0,0.08,
+05/10/2007,0,0,0,0,0,0,0,0,0,0,-14.97,-6.56,,,,19.8,17.3,0,20.5,-11361.29032,-15733.44,-11241.38323,0,0,0.05,
+06/10/2007,0,0,2.4,0,0,0,0,0,2.6,0,-14.93,-6.59,,,,21.15,15.7,0,19.35,-11361.29032,-15733.44,-11241.38323,0,0,0.06,
+07/10/2007,4.8,0.4,0,6.2,1.8,0.8,10,30,0.2,2.4,-14.93,-6.57,,,,18.1,14.25,0,18.35,-10793.22581,-14946.768,-10679.31406,0,0,0.06,-0.01
+08/10/2007,0,0,0,0,0,0,0,0,0,0,-14.95,-6.56,,,,15.8,13.75,0,16.7,-11361.29032,-15733.44,-11241.38323,0,0,0.05,0
+09/10/2007,0,0,0,0.2,0,0,0,0,0,0,-14.95,-6.58,,,,15.85,13.2,0,15.7,-11361.29032,-15733.44,-11241.38323,0,0,0.06,0
+10/10/2007,0,0,0,0,0,0,0,0,0,0,-14.94,-6.59,,,,16.25,13.2,0,16.4,-11361.29032,-15733.44,-11241.38323,0,0,0.06,0.01
+11/10/2007,0,0,0,0,0,0,0,0,0,0,-14.95,-6.61,,,,15.3,12.65,0,15.85,-11361.29032,-15733.44,-11241.38323,0,0,0.08,0
+12/10/2007,0,0,0,0,0,0,0,0,0,0,-14.94,-6.63,,,,15.75,12.65,0,17.3,-11361.29032,-15733.44,-11241.38323,0,0,0.07,0
+13/10/2007,0,0,0,0,0,0,0,0,0,0,-14.95,-6.64,,,,15.7,14.3,0,17.25,-11361.29032,-15733.44,-11241.38323,0,0,0.05,-0.01
+14/10/2007,0,0,0,0,0,0,0,0,0,0,-14.97,-6.62,,,,16.95,12,0,15.6,-10793.22581,-14946.768,-10679.31406,0,0,0.05,-0.01
+15/10/2007,0,0,0,0,0,0,0,0,0,0,-14.98,-6.57,,,,13.05,11.95,0,13.95,-11361.29032,-15733.44,-11241.38323,0,0,0.05,-0.01
+16/10/2007,0,0,0,0,0,0,0,0,0,0,-15,-6.62,,,,13.35,13.1,0,14.1,-11361.29032,-15733.44,-11241.38323,0,0,0.08,0
+17/10/2007,0,0,0,0.2,0,0,0,0,0,0,-14.99,-6.64,,,,13.75,12.1,0,14,-11361.29032,-15733.44,-11241.38323,0,0,0.09,0
+18/10/2007,0,0,0,0,0,0,0,0,0,0,-14.95,-6.65,,,,14.9,9.85,0,14.3,-11361.29032,-15733.44,-11241.38323,0,0,0.07,-0.01
+19/10/2007,0,0,0,0,0,0,0.2,2.4,0,0,-14.97,-6.67,,,,11.75,8.75,0,13.1,-11361.29032,-15733.44,-11241.38323,0,0,0.05,-0.01
+20/10/2007,0,0,0,0,0,0,0,1,0,0,-14.97,-6.69,,,,10.85,3.75,0,9.8,-11361.29032,-15733.44,-11241.38323,0,0,0.06,-0.01
+21/10/2007,0,0,0,0,0,0,0,0.2,0,0,-14.94,-6.67,,,,9.85,3.35,0,10.05,-10793.22581,-14946.768,-10679.31406,0,0,0.05,-0.01
+22/10/2007,0.2,0,0,0,0,0,0,3,0,0,-14.88,-6.66,,,,8.1,4.3,0,8.8,-11361.29032,-15733.44,-11241.38323,0,0,0.05,0
+23/10/2007,0,0,0,0,0,0,0,0,0,0,-14.89,-6.68,,,,9.65,8.1,0,12.15,-11361.29032,-15733.44,-11241.38323,0,0,0.07,0
+24/10/2007,2.6,0.8,24.6,1.2,3.4,0.8,2.6,3.4,19.6,2.2,-14.93,-6.69,,,,13.4,6.05,0,9.8,-11361.29032,-15733.44,-11241.38323,0,0,0.06,0
+25/10/2007,17.4,22.4,8.4,20.6,18.6,15.6,22.2,25.2,2.2,21.2,-14.95,-6.74,,,,9.75,7.4,0,12.9,-11361.29032,-15733.44,-11241.38323,0,0,,
+26/10/2007,19.8,13.4,36.8,22.6,20.4,17.2,19.4,19.4,41.8,19.2,-14.96,-6.85,,,,14.05,9.5,0,13.65,-11361.29032,-15733.44,-11241.38323,0,0,,0.04
+27/10/2007,20.2,14.8,0.2,24.2,20,19,18.8,12.4,0,17.8,-14.99,-6.9,,,,12.1,12.95,0,15.75,-11361.29032,-15733.44,-11241.38323,0,0,,0.01
+28/10/2007,0,0,0,0.2,0,0,0,0,0,0.2,-14.98,-6.89,,,,14.6,11.4,0,14.55,-10793.22581,-14946.768,-10679.31406,0,0,,0.01
+29/10/2007,0,0,0.2,0.4,0,0,0,0,0.2,0,-14.96,-6.91,,,,13.6,10.85,0,14.6,-11361.29032,-15733.44,-11241.38323,0,0,,0.01
+30/10/2007,17.8,10.2,24.8,7.4,11.4,12.2,16,12.2,26.4,18.4,-14.9,-6.93,,,,15.85,8.6,0,12.55,-11361.29032,-15733.44,-11241.38323,0,0,,0.03
+31/10/2007,10.6,13.2,0.8,12,11.2,9.8,16.2,35.4,0.2,16.2,-14.95,-6.93,,,,13.9,0,0,15.55,-11361.29032,-15733.44,-11241.38323,0,0,0.16,0.01
+01/11/2007,0,0,0,0,0,0,0,0.4,0,0,-15,-6.95,,,,14.8,7.05,0,12.95,-11400,-15068.48,-12133.2,0,0,0.12,0
+02/11/2007,0,0,0,0,0,0,0,0,0,0,-15,-6.96,,,,9.95,8.55,0,12.05,-11400,-15068.48,-12133.2,0,0,0.11,-0.01
+03/11/2007,0,0,0,0,0,0,0,0,0,0,-14.98,-6.93,,,,12.35,10.55,0,12.7,-11400,-15068.48,-12133.2,0,0,0.1,-0.01
+04/11/2007,0,0,0,0,0,0,0,0,0,0,-14.95,-6.8,,,,12.1,11.65,0,12.15,-10830,-14315.056,-11526.54,0,0,0.07,0
+05/11/2007,0,0,0,0.2,0,0,0,0,0,0,-14.97,-6.74,,,,11.7,10.6,0,12.25,-11400,-15068.48,-12133.2,0,0,0.1,0
+06/11/2007,0,0,0,0,0,0,0,0,0,0,-14.97,-6.73,,,,12.25,6.9,0,9.5,-11400,-15068.48,-12133.2,0,0,0.09,0
+07/11/2007,0,0,0,0,0,0,0.2,0,0,0,-14.97,-6.74,,,,7.35,8.45,0,10.3,-11400,-15068.48,-12133.2,0,0,0.09,0.03
+08/11/2007,0,0,0,0,0,0,0,0,0,0,-14.95,-6.73,,,,10.65,9.5,0,10.55,-11400,-15068.48,-12133.2,0,0,0.09,0.01
+09/11/2007,7.6,3,8.6,1,5,3.4,10,1,9.2,10.8,-14.89,-6.72,,,,12.8,6.05,0,11.55,-11400,-15068.48,-12133.2,0,0,0.11,0.02
+10/11/2007,0.8,0,0,10.4,0.4,2,0.8,0.2,0,1.2,-14.94,-6.75,,,,8.85,5.85,0,8.55,-11400,-15068.48,-12133.2,0,0,0.07,0
+11/11/2007,0,0,0.2,0,0,0,0,0,0,0,-14.91,-6.76,,,,9.65,6.95,0,7.95,-10830,-14315.056,-11526.54,0,0,0.07,0
+12/11/2007,0,0,0,0,0,0.4,0.2,0,0,0,-14.9,-6.75,,,,6.6,7.8,0,11.5,-11400,-15068.48,-12133.2,0,0,0.08,0
+13/11/2007,0,0,0,0,0.2,0,0,0,0,0.2,-14.93,-6.76,,,,8.2,6.2,0,7.1,-11400,-15068.48,-12133.2,0,0,0.09,-0.01
+14/11/2007,9.2,6,13.2,8.6,5,5.4,6.8,1.6,7.4,8.4,-14.83,-6.76,,,,7.95,3.6,0,5.75,-11400,-15068.48,-12133.2,0,0,0.1,0
+15/11/2007,0.2,1.4,0,1.4,0.4,1.4,0.2,0.8,0,0.2,-14.89,-6.77,,,,4.55,2.85,0,5.65,-11400,-15068.48,-12133.2,0,0,0.1,0
+16/11/2007,0,0,0,0,0,0,0,1.2,0,0,-14.95,-6.8,,,,7.35,1,0,6.2,-11400,-15068.48,-12133.2,0,0,0.09,0
+17/11/2007,0,0,0,0,0,0,0,0.2,0,0,-14.96,-6.82,,,,6.8,1.6,0,6.25,-11400,-15068.48,-12133.2,0,0,0.05,-0.01
+18/11/2007,0,0,0,0,0,0,0,0.2,0,0,,-6.82,,,,6.7,1.9,0,5.9,-10830,-14315.056,-11526.54,0,0,0.05,-0.01
+19/11/2007,0,0,0,0,0,0,0,0,0,0,-14.98,-6.82,,,,-0.9,3.4,0,5.05,-11400,-15068.48,-12133.2,0,0,0.07,-0.01
+20/11/2007,0,0,0,0,0,0,0,0,0,0,-15.02,-6.83,,,,4.75,5.05,0,5.35,-11400,-15068.48,-12133.2,0,0,0.06,0
+21/11/2007,0,0,1.6,0,0,0,0.2,0,1,0,-15,-6.82,,,,6.65,5.85,0,9.6,-11400,-15068.48,-12133.2,0,0,0.08,0
+22/11/2007,6.2,0,6.2,0.2,2.4,0.4,3.2,0,22.4,7.8,-14.96,-6.82,,,,10.3,7.7,0,11.05,-11400,-15068.48,-12133.2,0,0,0.1,0.02
+23/11/2007,36.8,6.4,6.8,4.4,12,8.8,20,2,11,27.6,-14.94,-6.82,,,,12.25,9.6,0,12.55,-11400,-15068.48,-12133.2,0,0,0.19,0.01
+24/11/2007,53,11.2,25.8,19.4,20.2,17.6,26.6,3.8,42.8,45.8,-14.95,-6.81,,,,13.85,8.1,0,13,-11400,-15068.48,-12133.2,0,0,0.46,0.73
+25/11/2007,28.6,20.4,1.6,12.2,32.6,23.2,38.4,24.8,5.6,25.4,-14.96,-6.75,,,,12.8,8.5,0,12.15,-10830,-14315.056,-11526.54,0,0,0.5,0.58
+26/11/2007,0.8,0.2,0,0.4,0.4,0.2,1,0,0.2,3.6,-14.93,-6.69,,,,10.85,6.25,0,9.5,-11400,-15068.48,-12133.2,0,0,0.33,0.05
+27/11/2007,0,0,0.2,0.2,0,0,0,0,0.2,0.2,-14.96,-6.67,,,,8.5,7.85,0,9.3,-11400,-15068.48,-12133.2,0,0,0.25,0.02
+28/11/2007,0,0,0,0,0,0,0,0,0,0.2,-14.95,-6.66,,,,8.1,5.4,0,9.05,-11400,-15068.48,-12133.2,0,0,0.18,0.01
+29/11/2007,0,0,0,0,0,0,0.2,0,0,0,-14.91,-6.67,,,,7.8,4.9,0,7.6,-11400,-15068.48,-12133.2,0,0,0.16,0.04
+30/11/2007,0,0,0,0,0,0,0.2,0,0,0,-14.92,-6.68,,,,6.4,4.5,0,5.05,-11400,-15068.48,-12133.2,0,0,0.16,0.04
+01/12/2007,0,0,3,0,0,0,0,0,1.4,0.2,-14.94,-6.7,,,,6.05,5.75,0,6.4,-10967.74194,-15059.6129,-12332.18529,0,0,0.15,0.05
+02/12/2007,6.8,3.4,2.8,3.6,9.8,7.6,4.4,0,5.8,8,-14.94,-6.69,,,,7.25,6.8,0,9.65,-10419.35484,-14306.63226,-11715.57603,0,0,0.18,0.06
+03/12/2007,15.4,2.2,30.2,2.2,16,11.8,16.6,10,23.6,31.8,-14.83,-6.68,,,,10.6,6.15,0,9.95,-10967.74194,-15059.6129,-12332.18529,0,0,0.24,0.11
+04/12/2007,6.6,10.4,0,15.4,10.8,15.8,7,0.4,0,23.6,-14.9,-6.69,,,,7.85,7.2,0,6.75,-10967.74194,-15059.6129,-12332.18529,0,0,0.27,0.08
+05/12/2007,0.2,0.2,0,0,0,0,0.4,0,0,0,-14.98,-6.68,,,,6.6,6.4,0,7.2,-10967.74194,-15059.6129,-12332.18529,0,0,0.21,0.06
+06/12/2007,0,0,0,0,0,0,0,0,0,0,-14.95,-6.69,,,,7.4,7.85,0,7.5,-10967.74194,-15059.6129,-12332.18529,0,0,0.2,0.05
+07/12/2007,0,0,8.2,0,0,0,0.2,0,3.4,0,-14.89,-6.7,,,,7,6.55,0,5.45,-10967.74194,-15059.6129,-12332.18529,0,0,0.18,0.06
+08/12/2007,7.8,17,20.6,22,9.2,13.4,8.8,16.4,5.4,15,-14.82,-6.68,,,,6.2,5.6,0,8.4,-10967.74194,-15059.6129,-12332.18529,0,0,0.2,0.07
+09/12/2007,0.8,3.2,31,2.8,1.2,2,1.2,8.8,21.2,1.6,-14.8,-6.65,,,,7,4.25,0,4.75,-10419.35484,-14306.63226,-11715.57603,0,0,0.27,0.12
+10/12/2007,24.2,32,0,29.8,27.8,29.2,27.6,2.2,0.4,35.4,-14.8,-6.62,,,,3.45,4.45,0,6.35,-10967.74194,-15059.6129,-12332.18529,0,0,0.3,0.1
+11/12/2007,0,0,0.4,0.2,0,0,0,0,0,0,-14.86,-6.61,,,,7.05,5.95,0,6.85,-10967.74194,-15059.6129,-12332.18529,0,0,0.25,0.07
+12/12/2007,0.2,0,0,0,0,0,0,0,0,0.2,-14.91,-6.6,,,,5.9,5.3,0,7.95,-10967.74194,-15059.6129,-12332.18529,0,0,0.23,0.06
+13/12/2007,0,0.2,0,0.2,0,0,0.2,0,0,0,-14.95,-6.6,,,,6.85,5.65,0,7.2,-10967.74194,-15059.6129,-12332.18529,0,0,0.22,0.05
+14/12/2007,0,0.2,0,0,0,0,0,0,0,0,-14.96,-6.6,,,,6.1,1.55,0,4.1,-10967.74194,-15059.6129,-12332.18529,0,0,0.21,0.05
+15/12/2007,0,0,0,0,0,0,0,1.8,0,0,-14.95,-6.62,,,,3.95,-2.05,0,2.35,-10967.74194,-15059.6129,-12332.18529,0,0,0.17,0.04
+16/12/2007,0.2,0,0,0,0,0,0,5.4,0.2,0,-14.92,-6.62,,,,3,-1.25,0,2.8,-10419.35484,-14306.63226,-11715.57603,0,0,0.17,0.05
+17/12/2007,0,0,0,0,0,0,0,6.6,0,0,-14.9,-6.61,,,,5.25,-0.8,0,5.5,-10967.74194,-15059.6129,-12332.18529,0,0,0.18,0.05
+18/12/2007,0,0,0,0,0,0,0,1.8,0,0,-14.92,-6.64,,,,4.3,0.05,0,4.75,-10967.74194,-15059.6129,-12332.18529,0,0,0.17,0.04
+19/12/2007,0,0,0,0,0,0,0,0.2,0,0,-14.95,-6.66,,,,2.7,2.6,0,4.1,-10967.74194,-15059.6129,-12332.18529,0,0,0.16,0.04
+20/12/2007,0,0,0,0,0,0,0,0,0,0,-14.95,-6.67,,,,3.65,6.15,0,3.35,-10967.74194,-15059.6129,-12332.18529,0,0,0.15,0.03
+21/12/2007,0,0,0,0,0,0,0.2,0,0,0,-14.93,-6.7,,,,2.95,6.1,0,3.1,-10967.74194,-15059.6129,-12332.18529,0,0,0.13,0.04
+22/12/2007,0,0,7.6,0.2,0,0,0,0,3.2,0,-14.92,-6.71,,,,4.05,4.75,0,2.5,-10967.74194,-15059.6129,-12332.18529,0,0,0.16,0.05
+23/12/2007,16.4,21.4,25,14.6,12.2,16.2,17.2,0,14.8,31.6,-14.89,-6.7,,,,3.1,4.1,0,7.6,-10419.35484,-14306.63226,-11715.57603,0,0,0.18,0.06
+24/12/2007,8.4,8.4,4.2,4.8,5.6,6.2,9.2,0,1.2,13.6,-14.86,-6.69,,,,7.7,5.85,0,7.75,-10967.74194,-15059.6129,-12332.18529,0,0,0.18,0.06
+25/12/2007,0,0.2,0,0.2,0.2,0,0,0,0.2,0.2,-14.84,-6.69,,,,7.55,4.45,0,7.2,-10967.74194,-15059.6129,-12332.18529,0,0,0.15,0.05
+26/12/2007,0,0,0.2,0,0,0,0,0,0,0,-14.85,-6.67,,,,7.7,3.2,0,6.85,-10967.74194,-15059.6129,-12332.18529,0,0,0.14,0.04
+27/12/2007,0,0,0,0,0,0,0,0,0,0,-14.86,-6.69,,,,5.45,3.45,0,6.05,-10967.74194,-15059.6129,-12332.18529,0,0,0.16,0.04
+28/12/2007,0,0,0,0,0,0,0,0,0,0,-14.87,-6.73,,,,4.6,3.65,0,4.7,-10967.74194,-15059.6129,-12332.18529,0,0,0.14,0.04
+29/12/2007,0.2,0,0,0,0,0,0.2,0,0,0,-14.84,-6.75,,,,4.2,5.7,0,1.75,-10967.74194,-15059.6129,-12332.18529,0,0,0.15,0.04
+30/12/2007,0,0.2,1.4,0,0,0,0.2,0,5.6,0,-14.79,-6.73,,,,1.45,3.05,0,1.55,-10419.35484,-14306.63226,-11715.57603,0,0,0.15,0.05
+31/12/2007,1.6,7.8,0,1.4,7.4,9,7.2,3.4,0,6.4,-14.79,-6.73,,,,2.8,4.5,0,5.65,-10967.74194,-15059.6129,-12332.18529,0,0,0.14,0.04
+01/01/2008,0,0.2,0,0,0,0,0.2,0,0,0,-14.79,-6.73,,,,4.45,1.05,0,4.7,-10170.09677,-14868.19355,-11889.09626,0,0,0.15,0.04
+02/01/2008,0.2,0,0,0,0,0,0.2,0,0,0,-14.77,-6.72,,,,3.4,-0.9,0,2.6,-10170.09677,-14868.19355,-11889.09626,0,0,0.14,0.04
+03/01/2008,0,0.6,2.4,0,0,0,0.4,0,16.2,0,-14.73,-6.74,,,,4.15,-0.65,0,3.95,-10170.09677,-14868.19355,-11889.09626,0,0,0.15,0.05
+04/01/2008,31.4,4.6,14,6.6,16.8,12.2,15.2,0.2,5.8,26,-14.76,-6.75,,,,4.6,3.65,0,4.75,-10170.09677,-14868.19355,-11889.09626,0,0,0.19,0.06
+05/01/2008,13.6,11,19.6,6.4,5,8.6,7.6,3.4,22.2,12.8,-14.77,-6.74,,,,8.2,5.1,0,8.15,-10170.09677,-14868.19355,-11889.09626,0,0,0.31,0.09
+06/01/2008,32.6,26.4,26.6,21.4,29,28.6,34.4,0,10.2,38.8,-14.74,-6.68,,,,8.5,6.5,0,9,-9661.591935,-14124.78387,-11294.64145,0,0,0.46,0.28
+07/01/2008,2.8,8.2,2.6,5.4,3.8,8.4,1.8,0,2.4,3.8,-14.76,-6.63,,,,10.6,7.1,0,10.85,-10170.09677,-14868.19355,-11889.09626,0,0,0.43,0.28
+08/01/2008,1.2,2,0.2,0.6,2.8,2.4,3,0,0,3,-14.78,-6.6,,,,9.65,7.8,0,9.45,-10170.09677,-14868.19355,-11889.09626,0,0,0.33,0.1
+09/01/2008,0,0,0.8,0,0,0.2,0,0,0.6,0,-14.79,-6.58,,,,10.2,6.5,0,10.5,-10170.09677,-14868.19355,-11889.09626,0,0,0.32,0.09
+10/01/2008,1.2,0.6,0.8,0.2,0.2,0.4,0.6,0,0.8,1.4,-14.8,-6.54,,,,8.15,5.7,0,8.6,-10170.09677,-14868.19355,-11889.09626,0,0,0.3,0.08
+11/01/2008,0.6,1,15.6,0.6,1.6,1.8,1.8,0,22,1.2,-14.77,-6.53,,,,9.45,6.85,0,9.5,-10170.09677,-14868.19355,-11889.09626,0,0,0.32,0.08
+12/01/2008,25.6,10.4,19,10.6,18.4,15.4,25.4,9.4,19.2,17.4,-14.69,-6.52,,,,10.95,5.25,0,11.2,-10170.09677,-14868.19355,-11889.09626,0,0,0.57,1.05
+13/01/2008,27.8,17,1,9,12.8,13.8,13,3.2,0,29,-14.73,-6.48,,,,9.15,3.9,0,9,-9661.591935,-14124.78387,-11294.64145,0,0,0.66,1.42
+14/01/2008,0,0.2,0,0,0.2,0.2,0,2.6,0,0.2,-14.76,-6.43,,,,7.7,3.65,0,7.95,-10170.09677,-14868.19355,-11889.09626,0,0,0.54,0.87
+15/01/2008,6.6,10.6,37.6,9.8,4.6,7.8,7.8,0,15.2,12,-14.74,-6.4,,,,6.95,3.65,0,7.25,-10170.09677,-14868.19355,-11889.09626,0,0,0.51,0.59
+16/01/2008,19.4,30.6,63.8,23,18.2,23.6,18.8,0,52.4,29.6,-14.65,-6.24,,,,6.75,4.85,0,7.1,-10170.09677,-14868.19355,-11889.09626,0,0,0.61,1.06
+17/01/2008,47.2,53.4,6.2,51.2,61.6,57.8,73.2,18.6,8,59,-14.64,-6.18,,,,8.3,5.8,0,8.3,-10170.09677,-14868.19355,-11889.09626,0,0,0.91,2.27
+18/01/2008,0,0,0,0.2,0,0,0.2,0,0,0.2,-14.67,-6.09,,,,8.55,6.4,0,8.9,-10170.09677,-14868.19355,-11889.09626,0,0,0.62,1.25
+19/01/2008,0.2,0.2,0.2,0.2,0,0,0,0,0,0,-14.69,-6.01,,,,7.25,7.7,0,8.2,-10170.09677,-14868.19355,-11889.09626,0,0,0.48,0.48
+20/01/2008,0,0,0,0,0.2,0,0.2,0,0.2,0.2,-14.67,-5.94,,,,7.75,6.3,0,8.25,-9661.591935,-14124.78387,-11294.64145,0,0,0.44,0.24
+21/01/2008,0,0,0,0,0,0,0,0,0,0,-14.64,-5.91,,,,9.15,5,0,9.2,-10170.09677,-14868.19355,-11889.09626,0,0,0.38,0.18
+22/01/2008,0.2,0.6,2.4,0.8,0.8,3,0.2,0,0.2,1.4,-14.53,-5.91,,,,9.7,6.1,0,10,-10170.09677,-14868.19355,-11889.09626,0,0,0.39,0.17
+23/01/2008,0,0.2,0,0,0.4,0.4,0.2,3.6,0,0.4,-14.62,-5.92,,,,9.25,2.9,0,8.8,-10170.09677,-14868.19355,-11889.09626,0,0,0.35,0.13
+24/01/2008,0,0,0,0,0,0,0,3.6,0,0,-14.63,-5.93,,,,5.75,4.5,0,6.1,-10170.09677,-14868.19355,-11889.09626,0,0,0.34,0.12
+25/01/2008,0,0,0,0,0,0,0,0,0,0,-14.66,-5.95,,-5.1,,6.7,7.4,0,7.1,-10170.09677,-14868.19355,-11889.09626,0,0,0.32,0.12
+26/01/2008,0,0,0,0,0,0,0,0,0,0,-14.68,-5.98,,-5,,7.1,9.6,0,6.9,-10170.09677,-14868.19355,-11889.09626,0,0,0.25,0.1
+27/01/2008,0,0,0,0,0,0,0,0,0,0,-14.65,-5.97,,-4.98,,6.75,7.3,0,8,-9661.591935,-14124.78387,-11294.64145,0,0,0.24,0.11
+28/01/2008,0,0,0,0.2,0,0,0.2,0,0,0,-14.64,-5.98,,-4.94,,4.8,13.4,0,5.8,-10170.09677,-14868.19355,-11889.09626,0,0,0.27,0.1
+29/01/2008,0,0,0,0.2,0,0,0,0,0,0,-14.65,-6.11,,-4.94,,8.3,9.15,0,8.95,-10170.09677,-14868.19355,-11889.09626,0,0,0.27,0.1
+30/01/2008,0,0,0.8,0,0,0,0.2,0,3.8,0,-14.62,-6.12,,-4.97,,9.15,5.25,0,8.9,-10170.09677,-14868.19355,-11889.09626,0,0,0.28,0.1
+31/01/2008,3.2,9,7.8,4.4,4.2,4.4,2.6,0.6,2,4.2,-14.6,-6.12,,-4.97,,9.4,4.3,0,9,-10170.09677,-14868.19355,-11889.09626,0,0,0.27,0.1
+01/02/2008,1.4,3.2,4.4,4,1.2,1,1.2,0.8,1.4,1.6,-14.58,-6.13,,-4.94,,6.75,4,8.55,7.8,-10078.37931,-15500.864,-11250.12634,0,0,0.27,0.09
+02/02/2008,17.2,2.2,7.6,1,5.2,5.6,7.8,0,17.8,12.8,-14.55,-6.14,,-4.95,,8.9,4.9,8.4,8.95,-10078.37931,-15500.864,-11250.12634,0,0,0.28,0.11
+03/02/2008,14.6,4.6,11.6,3.4,13.2,10.4,15.2,0,11.4,15.6,-14.6,-6.13,,-4.96,,9.2,3.85,7.45,8.3,-9574.460345,-14725.8208,-10687.62003,0,0,0.33,0.11
+04/02/2008,17,14.4,20,11.2,13.4,15,19.2,0.8,16.8,21.2,-14.54,-6.12,,-4.87,,8.4,4.6,11.1,8,-10078.37931,-15500.864,-11250.12634,0,0,0.38,0.13
+05/02/2008,18.2,6,2.4,7.4,12.2,5.2,10.6,1.4,0.4,16.2,-14.58,-6.12,,-4.84,,8.35,5.35,9.3,8.9,-10078.37931,-15500.864,-11250.12634,0,0,0.46,0.42
+06/02/2008,0.2,0,0,0,0,0,0,0.2,0.2,0.2,-14.63,-6.1,,-4.81,,7.9,5.05,8.35,8.8,-10078.37931,-15500.864,-11250.12634,0,0,0.44,0.19
+07/02/2008,0,0.2,0,0.2,0,0,0,0,0,0,-14.64,-6.09,,-4.8,,6.75,7.55,10.45,7.35,-10078.37931,-15500.864,-11250.12634,0,0,0.37,0.1
+08/02/2008,0,0,0,0,0,0,0,0,0,0,-14.67,-6.09,,-4.86,,9.55,3.35,8.1,8.85,-10078.37931,-15500.864,-11250.12634,0,0,0.37,0.09
+09/02/2008,0,0,0,0,0,0,0,0,0,0,-14.66,-6.11,,-4.91,,8.15,2.75,7.45,8.5,-10078.37931,-15500.864,-11250.12634,0,0,0.3,0.08
+10/02/2008,0,0,0,0,0,0,0,0,0,0,-14.65,-6.09,,-4.96,,5.3,3.7,6.5,6.75,-9574.460345,-14725.8208,-10687.62003,0,0,0.27,0.08
+11/02/2008,0,0,0,0,0,0,0,0,0,0,-14.64,-6.1,,-4.94,,6.75,1.85,6,6.45,-10078.37931,-15500.864,-11250.12634,0,0,0.32,0.08
+12/02/2008,0,0,0,0,0,0,0,1,0,0,-14.64,-6.15,,-4.94,,3.4,2.95,5.65,4.75,-10078.37931,-15500.864,-11250.12634,0,0,0.29,0.07
+13/02/2008,0,0,0,0,0,0,0,0,0,0,-14.66,-6.14,,-4.97,,4.75,3.35,6.35,5.25,-10078.37931,-15500.864,-11250.12634,0,0,0.29,0.07
+14/02/2008,0,0,0,0,0,0,0,0,0,0,-14.65,-6.15,,-5.01,,4.3,5.3,6.5,4.85,-10078.37931,-15500.864,-11250.12634,0,0,0.29,0.07
+15/02/2008,0,0.2,0.2,0.2,0,0,0,0,0,0,-14.61,-6.2,,-5.03,,5.85,5,7.1,5.85,-10078.37931,-15500.864,-11250.12634,0,0,0.29,0.07
+16/02/2008,0,0,0,0,0,0,0,0,0,0,-14.66,-6.2,,-5.13,,7.3,0.1,4.25,7.1,-10078.37931,-15500.864,-11250.12634,0,0,0.21,0.06
+17/02/2008,0,0,0,0,0,0,0,0,0,0,-14.71,-6.21,,-5.19,,4.1,-1.45,2.75,4.4,-9574.460345,-14725.8208,-10687.62003,0,0,0.2,0.06
+18/02/2008,0,0,0,0,0,0,0,0,0,0,-14.65,-6.26,,-5.18,,1.1,0.75,3.7,2.2,-10078.37931,-15500.864,-11250.12634,0,0,0.22,0.06
+19/02/2008,0,0,0,0,0,0,0,0,0,0,-14.62,-6.25,,-5.19,,4.15,3.2,4.75,4,-10078.37931,-15500.864,-11250.12634,0,0,0.24,0.07
+20/02/2008,0,0,0,0,0,0,0,0,0,0,-14.6,-6.25,,-5.22,,5.8,3.1,7.85,6.05,-10078.37931,-15500.864,-11250.12634,0,0,0.24,0.07
+21/02/2008,0.2,0.2,0,0,0,0,0.2,0,0.2,0.4,-14.59,-6.26,,-5.24,,8.75,7.3,11.75,8.8,-10078.37931,-15500.864,-11250.12634,0,0,0.25,0.07
+22/02/2008,0,0,0,0.2,0,0,0,0,0,0,-14.6,-6.27,,-5.3,,8.8,8.6,9.95,9.15,-10078.37931,-15500.864,-11250.12634,0,0,0.24,0.06
+23/02/2008,0,0,0,0,0,0,0,0,0,0,-14.6,-6.29,,-5.33,,10.3,7,8.95,10.9,-10078.37931,-15500.864,-11250.12634,0,0,0.23,0.06
+24/02/2008,0,0,0,0.2,0,0,0,0,0,0,-14.59,-6.28,,-5.38,,8.5,10.1,10.85,10.9,-9574.460345,-14725.8208,-10687.62003,0,0,0.21,0.06
+25/02/2008,0,0,0,0,0,0,0,0,0,0,-14.57,-6.28,,-5.35,,8.55,8.5,9.6,9.75,-10078.37931,-15500.864,-11250.12634,0,0,0.22,0.1
+26/02/2008,0,0,3.4,0,0,0,0,0,1.4,0,-14.54,-6.29,,-5.34,,10.45,9.25,11.6,10.65,-10078.37931,-15500.864,-11250.12634,0,0,0.23,0.18
+27/02/2008,1.8,18.6,22.2,11.6,6.4,17.4,4.2,0.2,2.8,8.2,-14.52,-6.29,,-5.32,,12.75,7.65,11.45,12.85,-10078.37931,-15500.864,-11250.12634,0,0,0.24,0.21
+28/02/2008,1.2,0.2,0.2,0.2,5.2,4.2,2,0,0,7.2,-14.57,-6.29,,-5.34,,12.35,8.95,12.05,11.85,-10078.37931,-15500.864,-11250.12634,0,0,0.23,0.2
+29/02/2008,0,0,0.6,0,0,0,0,0,0,0,-14.59,-6.3,,-5.37,,12.65,8.35,11.35,12.55,-10078.37931,-15500.864,-11250.12634,0,0,0.23,0.19
+01/03/2008,4.2,3.2,3.4,1.2,3.4,3.8,3.4,0,4.8,4.2,-14.51,-6.31,,-5.35,,13.25,7.3,12.5,14.1,-9944.290323,-15552.33548,-10905.85187,0,0,0.21,0.19
+02/03/2008,0.8,0,0,0,1.8,0.2,3.2,0,0,1.6,-14.51,-6.31,,-5.33,,11.15,9.95,12.4,12.4,-9447.075806,-14774.71871,-10360.55928,0,0,0.23,0.19
+03/03/2008,0,0,0,0.2,0,0,0,0,0,0,-14.5,-6.31,,-5.35,,11.9,9.9,12.6,13.2,-9944.290323,-15552.33548,-10905.85187,0,0,0.22,0.19
+04/03/2008,1.2,0,3.2,0,1.2,0.2,2.2,0,2.8,1.6,-14.46,-6.31,,-5.3,,14.3,4,10.35,14.15,-9944.290323,-15552.33548,-10905.85187,0,0,0.22,0.19
+05/03/2008,11.2,3,0.8,3.4,4.6,7.8,2.6,30.6,1,8.4,-14.5,-6.31,,-5.32,,9.75,-0.05,6.2,10.3,-9944.290323,-15552.33548,-10905.85187,0,0,0.22,0.19
+06/03/2008,0,0,0.4,0,0,0,0,41.4,2.4,0,-14.52,-6.32,,-5.39,,6.1,0.25,7.5,7.2,-9944.290323,-15552.33548,-10905.85187,0,0,0.22,0.18
+07/03/2008,0.4,12,10.6,9.2,13.6,15.2,7,24.6,1.2,15,-14.48,-6.32,,-5.39,,6.95,0.35,5.6,8.5,-9944.290323,-15552.33548,-10905.85187,0,0,0.23,0.21
+08/03/2008,4.2,8,0.8,5.4,7.6,10,5.6,10.6,3.2,9,-14.51,-6.33,,-5.4,,6,3.15,8.6,6.55,-9944.290323,-15552.33548,-10905.85187,0,0,0.25,0.2
+09/03/2008,0.6,0.2,3.4,0.2,0,0.2,0.4,0.2,4.8,0.6,-14.52,-6.3,,-5.42,,8.65,4.3,8.75,9.3,-9447.075806,-14774.71871,-10360.55928,0,0,0.23,0.2
+10/03/2008,8.6,5.2,8.8,3.6,10.6,8.8,10.6,0,18.6,15.6,-14.48,-6.3,,-5.35,,9.35,4.8,10.15,9.5,-9944.290323,-15552.33548,-10905.85187,0,0,0.25,0.22
+11/03/2008,46.8,16.8,9,13.2,37.8,37.6,49.4,0,25.4,68.8,-14.44,-6.29,,-5.3,,9.8,6.1,10.6,10.4,-9944.290323,-15552.33548,-10905.85187,0,0,0.52,0.82
+12/03/2008,0,0,0,0.8,1,0.2,0.2,0,1.4,1.2,-14.51,-6.27,,-5.31,,11.4,7.15,11.2,12.2,-9944.290323,-15552.33548,-10905.85187,0,0,0.47,0.4
+13/03/2008,0.2,0,0.2,0.2,0.4,0,1.2,0,0.2,1.8,-14.53,-6.24,,-5.3,,9.6,8.7,11.3,10.65,-9944.290323,-15552.33548,-10905.85187,0,0,0.38,0.26
+14/03/2008,0,0,0,0,0,0,0,0,0,0,-14.54,-6.23,,-5.31,,11.9,9.6,12,12.9,-9944.290323,-15552.33548,-10905.85187,0,0,0.35,0.24
+15/03/2008,0,0,0,0,0,0,0,0,0,0,-14.56,-6.22,,-5.32,,11.75,8.55,10.9,12.6,-9944.290323,-15552.33548,-10905.85187,0,0,0.34,0.23
+16/03/2008,0,0.2,0.6,0,0,0.2,0,0,4,0,-14.52,-6.2,,-5.29,,12.75,7.25,12.6,13.35,-9447.075806,-14774.71871,-10360.55928,0,0,0.34,0.23
+17/03/2008,1,0.2,0.6,1,4.6,0.8,5.2,0.2,0.2,5,-14.5,-6.2,,-5.24,,13.8,6.4,12.55,13.65,-9944.290323,-15552.33548,-10905.85187,0,0,0.34,0.23
+18/03/2008,7,1.2,3.2,0.4,20.6,11.8,19.4,0.2,20,15.2,-14.48,-6.2,,-5.25,,12.9,6.5,11.15,14,-9944.290323,-15552.33548,-10905.85187,0,0,0.36,0.26
+19/03/2008,2.4,5.6,1,1,9.2,8.2,5.2,4,1.2,11,-14.5,-6.2,,-5.24,,9.5,5.75,10.4,9.45,-9944.290323,-15552.33548,-10905.85187,0,0,0.36,0.24
+20/03/2008,0.8,3.6,2.4,1.6,7.4,6.4,4,0.4,0.2,2.8,-14.51,-6.19,,-5.24,,10.65,3.5,8.55,11.3,-9944.290323,-15552.33548,-10905.85187,0,0,0.39,0.24
+21/03/2008,0,0,23,0,0,0,0,0,20.8,0,-14.43,-6.19,,-5.19,,6.2,3.25,5.85,7.25,-9944.290323,-15552.33548,-10905.85187,0,0,0.4,0.27
+22/03/2008,39.8,28.6,6,42.4,43.8,59.8,36.8,0,20.4,83.4,-14.34,-6.18,,-5.03,,8.2,4.2,9.65,8.9,-9944.290323,-15552.33548,-10905.85187,0,0,0.65,1.24
+23/03/2008,17.2,0.4,4.6,0,8,7.6,29.4,1.8,21.8,22.6,-14.37,-6.17,,-4.89,,9.9,2.95,7.45,10,-9447.075806,-14774.71871,-10360.55928,0,0,0.59,1.07
+24/03/2008,9,15.4,8.2,3,18.6,25.2,11.2,18.2,12.6,28.2,-14.39,-6.02,,-4.73,,6.3,2.5,5.75,6.75,-9944.290323,-15552.33548,-10905.85187,0,0,0.57,0.89
+25/03/2008,0.2,0.2,0.2,0.6,1.8,6,3,1.2,0,6,-14.44,-5.96,,-4.7,,5.65,4.8,7.75,5.8,-9944.290323,-15552.33548,-10905.85187,0,0,0.5,0.6
+26/03/2008,0,0.2,0.2,0,0,0.2,0,0,0.2,0.2,-14.48,-5.94,,-4.75,,10.2,6.95,10.15,10.1,-9944.290323,-15552.33548,-10905.85187,0,0,0.46,0.45
+27/03/2008,0,7.2,16.8,13,0,0.2,0,0.2,2.4,0.4,-14.46,-5.91,,-4.71,,11,4.15,9.45,11.7,-9944.290323,-15552.33548,-10905.85187,0,0,0.43,0.35
+28/03/2008,5.4,4.6,3,4.6,6.6,5.6,5.2,16.8,3.8,5.8,-14.51,-5.92,,-4.75,,10.65,7.05,12.3,10.05,-9944.290323,-15552.33548,-10905.85187,0,0,0.42,0.33
+29/03/2008,0,0,0.2,0.2,0,0,0,1.2,0,0,-14.58,-5.92,,-4.85,,9.9,9.3,11.4,12.55,-9944.290323,-15552.33548,-10905.85187,0,0,0.4,0.32
+30/03/2008,0,0,0,0,0,0,0,0,0,0,-14.58,-5.9,,-4.9,,11.45,11.65,13.95,12.25,-9447.075806,-14774.71871,-10360.55928,0,0,0.38,0.3
+31/03/2008,0,0,0,0,0,0,0,0,0,0,-14.54,-5.9,,-4.83,,13.3,10.9,14.25,14.4,-9944.290323,-15552.33548,-10905.85187,0,0,0.34,0.3
+01/04/2008,0,0,0,0,0,0,0,0,0,0,-14.54,-5.92,,-4.8,,13.05,12.55,15.5,13.75,-9475.766667,-15171.14667,-10619.62933,0,0,0.35,0.28
+02/04/2008,0,0,0,0,0,0,0,0,0,0,-14.53,-5.92,,-4.8,,14.55,11.45,13.05,15.95,-9475.766667,-15171.14667,-10619.62933,0,0,0.34,0.24
+03/04/2008,0,0,2,0,0,0,0,0,0,0,-14.52,-5.93,,-4.79,,11.75,7.95,11.15,12.8,-9475.766667,-15171.14667,-10619.62933,0,0,0.35,0.25
+04/04/2008,0,1.8,0,2.8,0,0.8,0,6.4,0,0,-14.52,-5.93,,-4.83,,10.25,7.95,10.1,11.35,-9475.766667,-15171.14667,-10619.62933,0,0,0.3,0.25
+05/04/2008,0,0,0,0.2,0,0,0,0,0,0,-14.48,-5.95,,-4.83,,9.25,8.35,10.8,10.8,-9475.766667,-15171.14667,-10619.62933,0,0,0.3,0.25
+06/04/2008,0.4,0,0,0,0.2,0,0,1.8,1.4,0.2,-14.41,-5.94,,-4.81,,10.3,8.25,10.75,11.95,-9001.978333,-14412.58933,-10088.64787,0,0,0.28,0.25
+07/04/2008,2,0,0,0,0.8,0.4,0.4,26.6,0,0.4,-14.41,-5.95,,-4.82,,12.35,9.65,11.45,12.6,-9475.766667,-15171.14667,-10619.62933,0,0,0.28,0.24
+08/04/2008,0,0,0.8,0,0,0,0,3.2,1.6,0.4,-14.42,-5.97,,-4.83,,12.65,8.65,11.9,12.65,-9475.766667,-15171.14667,-10619.62933,0,0,0.3,0.25
+09/04/2008,2,0.4,7.6,0.4,1,1.2,1.2,0.4,8.8,2.2,-14.42,-5.98,,-4.83,,13.55,9,14.45,13.95,-9475.766667,-15171.14667,-10619.62933,0,0,0.29,0.25
+10/04/2008,21,11.6,2.4,7.6,15.2,13.6,14,1.6,5.2,18.8,-14.4,-5.99,,-4.84,,15.7,11.35,15.1,16,-9475.766667,-15171.14667,-10619.62933,0,0,0.37,0.31
+11/04/2008,3.6,2.2,22.4,3,4.4,5.6,3.4,2.4,31.6,0.8,-14.4,-6,,-4.84,,16.45,9.95,14.95,16.45,-9475.766667,-15171.14667,-10619.62933,0,0,0.43,0.34
+12/04/2008,30.6,5.6,3.4,12.2,16.2,11,25.4,0.8,7.6,43,-14.44,-5.98,,-4.87,,15.75,6,11.25,15.45,-9475.766667,-15171.14667,-10619.62933,0,0,0.68,1.51
+13/04/2008,2,1,26,20.2,5.2,3.4,7,0,1.8,6.2,-14.47,-5.95,,-4.9,,11.2,7.85,12.95,11.55,-9001.978333,-14412.58933,-10088.64787,0,0,0.53,0.79
+14/04/2008,2,4,6.8,2.6,7.8,2.6,3.8,0,17.2,4.4,-14.45,-5.93,,-4.87,,12.1,7.75,12.55,13.4,-9475.766667,-15171.14667,-10619.62933,0,0,0.48,0.51
+15/04/2008,19.4,5.6,6.6,2.2,10.2,7.6,17.8,1.4,1.2,19,-14.42,-5.92,,-4.81,,12.55,6.2,10.15,13.65,-9475.766667,-15171.14667,-10619.62933,0,0,0.47,0.43
+16/04/2008,0,3.4,0,4.8,0.2,3.8,0,0.8,0,0.2,-14.43,-5.92,,-4.83,,8.75,8.45,11.2,9.75,-9475.766667,-15171.14667,-10619.62933,0,0,0.43,0.33
+17/04/2008,0,0,14.6,0.2,0,0,0,0,17.6,0,-14.37,-5.91,,-4.83,,12.6,7.35,12.7,13.65,-9475.766667,-15171.14667,-10619.62933,0,0,0.45,0.35
+18/04/2008,46,21.2,17.4,20.6,33.6,29.8,36.6,2.4,30.6,57.4,-14.31,-5.93,,-4.76,,13,8.4,12.85,13.25,-9475.766667,-15171.14667,-10619.62933,0,0,0.79,1.93
+19/04/2008,25.2,10.6,2.2,2,24.2,13.4,20.6,0.8,2.2,17,-14.33,-5.89,,-4.74,,15.35,11.35,13.95,15.25,-9475.766667,-15171.14667,-10619.62933,0,0,0.83,2.1
+20/04/2008,0,0,0,0,0,0,0,0,0,0,-14.34,-5.8,,-4.75,,13.95,11.9,15,14.55,-9001.978333,-14412.58933,-10088.64787,0,0,0.68,1.48
+21/04/2008,9,10.8,21.4,9.8,9.2,9.2,5.8,0,21.4,12.8,-14.29,-5.75,,-4.66,,16.15,8.6,12.25,16.95,-9475.766667,-15171.14667,-10619.62933,0,0,0.63,1.29
+22/04/2008,25.6,8.6,0.8,7.6,24.4,19.4,33,0.2,26.6,34.4,-14.3,-5.72,,-4.61,,13.7,7.85,12.25,13.2,-9475.766667,-15171.14667,-10619.62933,0,0,0.74,1.77
+23/04/2008,4,0.2,0,0,7,4.2,7.8,0.2,0,11,-14.36,-5.7,,-4.67,,12.7,10.55,13.7,13.85,-9475.766667,-15171.14667,-10619.62933,0,0,0.71,1.62
+24/04/2008,0,0,0.4,0,0,0,0,0,1.2,0,-14.4,-5.7,,-4.71,,14,11.7,15.85,14.9,-9475.766667,-15171.14667,-10619.62933,0,0,0.62,1.22
+25/04/2008,0,0,1.2,0,0.8,0,0.2,0,0,4.2,-14.4,-5.69,,-4.74,,15,11.9,14.8,16.75,-9475.766667,-15171.14667,-10619.62933,0,0,0.55,0.91
+26/04/2008,0,0,0,0,0,0,0,0,0,0,-14.39,-5.68,,-4.74,,14.75,12,16.25,16.35,-9475.766667,-15171.14667,-10619.62933,0,0,0.51,0.68
+27/04/2008,0,0,0,0,0,0,0,0,0,0,-14.38,-5.68,,-4.75,,13.5,11.05,15.2,14.85,-9001.978333,-14412.58933,-10088.64787,0,0,0.47,0.46
+28/04/2008,0,0,0,0,0,0,0,0,0,0,-14.32,-5.69,,-4.77,,15.6,10.85,14.55,16.4,-9475.766667,-15171.14667,-10619.62933,0,0,0.45,0.4
+29/04/2008,6.4,5.6,6.4,6,5.2,5,6.4,0,6,7.2,-14.26,-5.7,,-4.75,,16.3,7.05,12.1,16.75,-9475.766667,-15171.14667,-10619.62933,0,0,0.44,0.38
+30/04/2008,1,0.2,0.2,0.6,0.8,0.6,0.8,0,0,1.8,-14.27,-5.72,,-4.77,,11.5,8.4,14.3,12.95,-9475.766667,-15171.14667,-10619.62933,0,0,0.4,0.37
+01/05/2008,0.8,0.2,0,0,0.6,0,0.6,0.8,1.8,0.4,-14.3,-5.73,,-4.8,,15.9,10.15,14.7,16.1,-10301.30555,-15481.30581,-11458.34374,0,0,0.37,0.35
+02/05/2008,0,0,0,0,0,0,0,0,0,0,-14.32,-5.76,,-4.82,,13.6,12.85,15.25,14.6,-10301.30555,-15481.30581,-11458.34374,0,0,0.38,0.33
+03/05/2008,0,0,0,0,0,0,0,0,0,0,-14.32,-5.8,,-4.89,,15.9,15.55,18.5,16.9,-10301.30555,-15481.30581,-11458.34374,0,0,0.34,0.33
+04/05/2008,0,0,0,0,0,0,0,0,0,0,-14.3,-5.82,,-4.94,,17.65,15.1,17.8,19.25,-9786.240271,-14707.24052,-10885.42655,0,0,0.29,0.32
+05/05/2008,0,0,0.8,0,0,0,0,0,0.6,0,-14.3,-5.84,,-4.94,,18.7,10.85,14.05,19.85,-10301.30555,-15481.30581,-11458.34374,0,0,0.31,0.32
+06/05/2008,0,0.4,0,0.6,0,1.2,0.2,0.8,0,0,-14.3,-5.85,,-4.97,,12.9,11.85,15.95,14.05,-10301.30555,-15481.30581,-11458.34374,0,0,0.29,0.31
+07/05/2008,0,0,0,0,0,0,0,0,0,0,-14.29,-5.87,,-5.05,,16,13.45,17.75,17.05,-10301.30555,-15481.30581,-11458.34374,0,0,0.29,0.31
+08/05/2008,0,0,0,0,0,0,0,0,0,0,-14.28,-5.91,,-5.12,,16.4,14.5,17.8,17.75,-10301.30555,-15481.30581,-11458.34374,0,0,0.29,0.29
+09/05/2008,0,0,0,0,0,0,0,0,0,0,-14.27,-5.94,,-5.16,,16.8,15.6,18.6,18.3,-10301.30555,-15481.30581,-11458.34374,0,0,0.28,0.28
+10/05/2008,0,0,0,0,0,0,0,0,0,0,-14.26,-5.97,,-5.2,,17.15,15.85,19,18.75,-10301.30555,-15481.30581,-11458.34374,0,0,0.26,0.28
+11/05/2008,0,0,0,0,0,0,0,0,0,0,-14.27,-5.96,,-5.28,,17.95,15.15,17.6,19.85,-9786.240271,-14707.24052,-10885.42655,0,0,0.24,0.28
+12/05/2008,0,0,4.6,0,0,0,0,0,0,0,-14.26,-5.97,,-5.28,,18.2,12.35,17.95,19.2,-10301.30555,-15481.30581,-11458.34374,0,0,0.27,0.29
+13/05/2008,0,1,0.2,2,0.2,0.2,0,0,0,0.4,-14.25,-6,,-5.28,,17.05,13.4,18.15,18.05,-10301.30555,-15481.30581,-11458.34374,0,0,0.27,0.28
+14/05/2008,0,0,2,0,0,0,0,0.4,2,0,-14.26,-6.04,,-5.33,,18,13.5,18.4,18.8,-10301.30555,-15481.30581,-11458.34374,0,0,0.25,0.28
+15/05/2008,0,0,0,0.2,0.2,4.4,0,0.4,0,1.8,-14.27,-6.08,,-5.4,,18.2,11.85,16.95,19.8,-10301.30555,-15481.30581,-11458.34374,0,0,0.25,0.28
+16/05/2008,0,0,0.8,0,0,0,0,0,2.6,0,-14.26,-6.08,,-5.4,,18.1,11.8,17.05,19.05,-10301.30555,-15481.30581,-11458.34374,0,0,0.26,0.28
+17/05/2008,5.2,4.8,22.6,1.4,4,4.6,4,0.8,16.4,6.8,-14.24,-6.07,,-5.4,,18.55,12.75,17.25,18.35,-10301.30555,-15481.30581,-11458.34374,0,0,0.27,0.28
+18/05/2008,17.6,17.6,21,18.4,23,20.4,24.2,5,15.4,18.4,-14.21,-6.03,,-5.35,,18.3,11.1,16.6,18.05,-9786.240271,-14707.24052,-10885.42655,0,0,0.31,0.29
+19/05/2008,3.6,1.8,21,2.4,1.8,3,2.6,2.4,3.2,3.2,-14.18,-6.02,,-5.33,,15.85,12.3,16.8,16.4,-10301.30555,-15481.30581,-11458.34374,0,0,0.3,0.28
+20/05/2008,14,23.8,42,28,20.6,20.8,18.4,48.8,18.8,17.4,-14.17,-6.02,,-5.24,,18.45,10.15,16,18.85,-10301.30555,-15481.30581,-11458.34374,0,0,0.37,0.31
+21/05/2008,3.8,4.4,1.2,5.8,7.8,4,6.6,14,3.4,7,-14.22,-6.03,,-5.23,,16.8,12.1,18.7,17.1,-10301.30555,-15481.30581,-11458.34374,0,0,0.46,0.38
+22/05/2008,11.8,32.2,23.4,33.6,10.2,12.4,6.4,7.6,6.2,15.6,-14.24,-5.99,,-5.2,,19.5,11.65,16.9,20.2,-10301.30555,-15481.30581,-11458.34374,0,0,0.4,0.28
+23/05/2008,3.6,4.4,0,2.4,1.6,3.2,0.6,0,0,0.2,-14.25,-5.97,,-5.1,,16.4,11.8,17.45,17.5,-10301.30555,-15481.30581,-11458.34374,0,0,0.34,0.27
+24/05/2008,0,0,0,0,0,0,0,0,0,0,-14.25,-5.96,,-5.09,,17.85,13.8,18.5,18.8,-10301.30555,-15481.30581,-11458.34374,0,0,0.31,0.26
+25/05/2008,0.4,0.6,0.4,0,0.6,0.6,0.4,0.2,0.6,0.8,-14.26,-5.93,,-5.1,,19.75,15.35,20,20.5,-9786.240271,-14707.24052,-10885.42655,0,0,0.28,0.26
+26/05/2008,0.2,0.4,0,0.2,0.2,0.2,0,0.2,0,0,-14.26,-5.94,,-5.08,,19.65,18.95,23.2,19.85,-10301.30555,-15481.30581,-11458.34374,0,0,0.27,0.25
+27/05/2008,0,0,0,0,0,0,0,0,0,0,-14.24,-5.99,,-5.14,,22.85,21,24.65,23.1,-10301.30555,-15481.30581,-11458.34374,0,0,0.29,0.25
+28/05/2008,0.2,0,0,0,0,0,0,0,0.8,0.4,-14.26,-6.01,,-5.22,,24.85,19.2,23,26.05,-10301.30555,-15481.30581,-11458.34374,0,0,0.27,0.25
+29/05/2008,6.8,1.2,29,1.8,7,2,7.2,0.6,20.6,1.6,-14.25,-6.02,,-5.23,,25.35,16.05,19.25,25.5,-10301.30555,-15481.30581,-11458.34374,0,0,0.29,0.27
+30/05/2008,8.8,16.8,41.6,16.2,8.8,13.6,9,10.2,9.2,14,-14.26,-6,,-5.18,,18.7,11.95,15.8,19.15,-10301.30555,-15481.30581,-11458.34374,0,0,0.29,0.27
+31/05/2008,7.4,7.6,3.4,11.6,7.4,8.2,6,1.4,0,14.6,-14.29,-6.01,,-5.15,,18,14.95,18.55,17.6,-10301.30555,-15481.30581,-11458.34374,0,0,0.3,0.26
+01/06/2008,0,0,0,0,0,0,0,0,0,0,-14.28,-5.99,,-5.15,,19.4,16.6,20.55,19.7,-9809.7,-14938.83867,-11287.672,0,0,0.27,0.25
+02/06/2008,0,0,2.6,0,0,0,0,1.2,2.8,0,-14.26,-5.98,,-5.08,,21,16.15,19.15,21.8,-10326,-15725.09333,-11881.76,0,0,0.26,0.25
+03/06/2008,0.8,1.4,0.2,1.6,1,2,1.6,0,0,1.8,-14.25,-6,,-5.07,,17.1,13.8,18.65,17.6,-10326,-15725.09333,-11881.76,0,0,0.24,0.25
+04/06/2008,0.4,0,1.8,0.2,0,0,0,3,4.4,0,-14.23,-6.03,,-5.13,,19.2,12.3,18.05,20.55,-10326,-15725.09333,-11881.76,0,0,0.25,0.25
+05/06/2008,0.6,4.8,9.2,0.2,10.8,20.4,12.8,2.2,4.6,3.8,-14.23,-6.02,,-5.01,,19.6,11.8,17.4,20.15,-10326,-15725.09333,-11881.76,0,0,0.27,0.25
+06/06/2008,0,5,0,4,0.2,2.8,2,0,0.2,1,-14.23,-6.03,,-5.14,,16.8,13.25,17.8,17.65,-10326,-15725.09333,-11881.76,0,0,0.26,0.24
+07/06/2008,0,0,0,0,0,0,0,7,3.8,0,-14.23,-6.06,,-5.18,,18.85,13.85,18.3,19.4,-10326,-15725.09333,-11881.76,0,0,0.24,0.24
+08/06/2008,2.4,0.2,18,0.2,1.2,2.2,0,0.2,2,0.4,-14.24,-6.03,,-5.18,,18.8,14.95,18.9,19.55,-9809.7,-14938.83867,-11287.672,0,0,0.26,0.24
+09/06/2008,2.6,6.8,14.4,8.2,1.6,1.2,2.4,9.4,2.8,1,-14.27,-6.04,,-5.13,,19.25,15.5,19.85,19.2,-10326,-15725.09333,-11881.76,0,0,0.26,0.25
+10/06/2008,1.2,0.2,0.8,0.4,3,6.6,2,1,0.2,0.4,-14.29,-6.06,,-5.17,,20.7,16.85,21.65,21.3,-10326,-15725.09333,-11881.76,0,0,0.24,0.24
+11/06/2008,0,0,0,0,0,0,0,1,0,0,-14.27,-6.07,,-5.2,,21.35,15.3,20.5,22.45,-10326,-15725.09333,-11881.76,0,0,0.24,0.23
+12/06/2008,0,0,22,0,0,0,0,0,1.4,0,-14.23,-6.07,,-5.21,,20.55,13.45,19.05,21.6,-10326,-15725.09333,-11881.76,0,0,0.27,0.25
+13/06/2008,0.6,1.8,28.2,1,6.4,5.6,1,3.6,2.2,6.6,-14.23,-6.08,,-5.19,,20.45,13.15,19.55,21.65,-10326,-15725.09333,-11881.76,0,0,0.26,0.24
+14/06/2008,51,40,22.2,29,25.2,17.4,23,21.8,19.2,28.8,-14.24,-6.07,,-5.17,,20.1,11.95,17.55,19.6,-10326,-15725.09333,-11881.76,0,0,0.34,0.37
+15/06/2008,0,1.2,0.2,6.6,0,1.8,0,1.4,0.2,0.4,-14.24,-6,,-5.12,,16.95,11.7,17.6,18.1,-9809.7,-14938.83867,-11287.672,0,0,0.34,0.27
+16/06/2008,1.4,3,2,0.6,1,1.4,0.6,0,1.6,2,-14.22,-5.96,,-5.06,,18.6,13.25,18.95,19.55,-10326,-15725.09333,-11881.76,0,0,0.32,0.24
+17/06/2008,6.6,1.4,6,0,2.8,1.4,2.2,0.6,14.6,3.4,-14.22,-5.98,,-5.05,,20.2,15.2,21.55,20.7,-10326,-15725.09333,-11881.76,0,0,0.29,0.24
+18/06/2008,39,1.2,0.4,6.6,17.2,8.4,22.2,23.6,4.6,13.6,-14.23,-6.01,,-5.13,,21.6,15.85,21,22.4,-10326,-15725.09333,-11881.76,0,0,0.44,0.73
+19/06/2008,0,0,0,0,0,0,0,0,0,0,-14.25,-6.02,,-5.15,,21,16.75,20.7,22.15,-10326,-15725.09333,-11881.76,0,0,0.43,0.5
+20/06/2008,0,0,0,0,0,0,0,0,0,0,-14.26,-6,,-5.18,,21.75,19.5,23.4,22.55,-10326,-15725.09333,-11881.76,0,0,0.38,0.24
+21/06/2008,0,0,0.6,0,0,0,0,0,0,0,-14.26,-6.02,,-5.29,,23.55,23.2,24.6,24.35,-10326,-15725.09333,-11881.76,0,0,0.33,0.23
+22/06/2008,0,0,0,0,0,0,0,17.2,0,0,-14.25,-6,,-5.42,,26.05,22.7,26.65,26.85,-9809.7,-14938.83867,-11287.672,0,0,0.27,0.22
+23/06/2008,0,0,0,0,0,0,0,0,0,0,-14.26,-6.02,,-5.44,,25.85,22.05,25.05,26.6,-10326,-15725.09333,-11881.76,0,0,0.24,0.22
+24/06/2008,0,0,0,0,0,0,0,0,0,0,-14.25,-6.08,,-5.53,,24.7,22.25,25.3,25.75,-10326,-15725.09333,-11881.76,0,0,0.24,0.22
+25/06/2008,0,0,0,0,0,0,0,0,0,0,-14.25,-6.11,,-5.61,,24.5,23.5,25.85,26.05,-10326,-15725.09333,-11881.76,0,0,0.24,0.21
+26/06/2008,0,0,0,0,0,0,0,0,0,0,-14.25,-6.15,,-5.67,,24.95,23.1,26,26.55,-10326,-15725.09333,-11881.76,0,0,0.24,0.21
+27/06/2008,0,0,0,0,0,0,0,0,0,0,-14.25,-6.18,,-5.76,,24.7,23,24.7,26.45,-10326,-15725.09333,-11881.76,0,0,0.23,0.22
+28/06/2008,0,0,0,0,0,0,0,0,9,0,-14.27,-6.21,,-5.72,,25.7,23.7,26.75,27.05,-10326,-15725.09333,-11881.76,0,0,0.2,0.22
+29/06/2008,0,0,0,0,0,0,0,0,0,0,-14.28,-6.18,,-5.85,,28.15,23,27.85,28.75,-9809.7,-14938.83867,-11287.672,0,0,0.21,0.23
+30/06/2008,0.2,0,0,0,0,0,0,3.4,0,0,-14.28,-6.2,,-5.9,,27.85,22.3,26.5,28.85,-10326,-15725.09333,-11881.76,0,0,0.21,0.23
+01/07/2008,0,0,0,0,0,0,0,0.2,0,0,-14.28,-6.26,,-5.98,,26.05,22.85,26.9,26.85,-11635.70968,-16799.65935,-12876.24129,0,0,0.22,0.24
+02/07/2008,0,0,0,0,0,0,0,23.8,0,0,-14.28,-6.27,,-6.05,,26.5,21.95,26.15,27.55,-11635.70968,-16799.65935,-12876.24129,0,0,0.21,
+03/07/2008,0,0,0,0,0,0,0,0,0,0,-14.28,-6.29,,-6.11,,25.7,20.45,25,26.75,-11635.70968,-16799.65935,-12876.24129,0,0,0.2,
+04/07/2008,0,0,0,0,0,0,0,0.2,0,0,-14.3,-6.31,,-6.15,,26.35,18.45,23.25,27.05,-11635.70968,-16799.65935,-12876.24129,0,0,0.19,
+05/07/2008,0,0,0.2,0,0,0,0,0,0,0,-14.32,-6.3,,-6.2,,23.45,18,22.5,25.15,-11635.70968,-16799.65935,-12876.24129,0,0,0.19,
+06/07/2008,0,0,0,0,0,0,0,0,0,0,-14.32,-6.27,,-6.21,,23.45,19.35,24.5,24.8,-11053.92419,-15959.67639,-12232.42923,0,0,0.19,
+07/07/2008,0,0,0.2,0,0,0,0,0.2,0,0,-14.31,-6.27,,-6.24,,25.25,18.2,23.85,26.4,-11635.70968,-16799.65935,-12876.24129,0,0,0.19,
+08/07/2008,0,0.4,0,0,0,0,0.2,0,0,1,-14.35,-6.29,,-6.27,,24.7,15.4,20.6,25.35,-11635.70968,-16799.65935,-12876.24129,0,0,0.18,
+09/07/2008,0,0,0.2,0,0,0,0,0,0,0,-14.37,-6.31,,-6.32,,21.3,16.45,21.45,21.9,-11635.70968,-16799.65935,-12876.24129,0,0,0.18,
+10/07/2008,0,0,0,0,0,0,0,0.4,0,0,-14.39,-6.32,,-6.37,,21.65,18.65,22.75,22.6,-11635.70968,-16799.65935,-12876.24129,0,0,0.19,
+11/07/2008,0,0,0,0,0,0,0,0,0,0,-14.39,-6.34,,-6.38,,22.6,19.15,23.2,23.7,-11635.70968,-16799.65935,-12876.24129,0,0,0.18,
+12/07/2008,0,0,0,0,0,0,0,0,0,0,-14.37,-6.35,,-6.46,,24.35,21,24.5,24.65,-11635.70968,-16799.65935,-12876.24129,0,0,0.18,
+13/07/2008,0,0,3,0,0,0,0,0,0.2,0,-14.37,-6.31,,-6.52,,24.85,17.15,22.45,26.15,-11053.92419,-15959.67639,-12232.42923,0,0,0.18,
+14/07/2008,1,0,0.8,0.4,0,0,0.8,0,15.4,1,-14.41,-6.31,,-6.56,,23.7,15.25,20.9,25.45,-11635.70968,-16799.65935,-12876.24129,0,0,0.18,
+15/07/2008,4.4,0,0,0,0.6,0.4,4.6,3.4,0.2,4,-14.48,-6.34,,-6.65,,19.75,17.8,22.1,20.7,-11635.70968,-16799.65935,-12876.24129,0,0,0.18,
+16/07/2008,0,0,0,0,0,0,0,0,0,0,-14.47,-6.38,,-6.74,,22.15,19.45,23.15,23.25,-11635.70968,-16799.65935,-12876.24129,0,0,0.18,
+17/07/2008,0,0,0,0,0,0,0,0,0,0,-14.43,-6.38,,-6.77,,22.2,17.85,21.7,23.6,-11635.70968,-16799.65935,-12876.24129,0,0,0.18,
+18/07/2008,0,0,0,0,0,0,0,0,0,0,-14.42,-6.39,,-6.79,,22.65,18.2,22.65,23.6,-11635.70968,-16799.65935,-12876.24129,0,0,0.19,
+19/07/2008,0,0,0,0,0,0,0,0,0,0,-14.46,-6.39,,-6.82,,23,18.4,22.5,23.45,-11635.70968,-16799.65935,-12876.24129,0,0,0.19,
+20/07/2008,0,0,0,0,0,0,0,0,0,0,-14.46,-6.36,,-6.84,,22.8,17.8,22.85,24.6,-11053.92419,-15959.67639,-12232.42923,0,0,0.18,
+21/07/2008,2.4,0.2,0.2,0,8.4,6.8,3,0.2,1,5.2,-14.45,-6.36,,-6.73,,25.1,18.7,24.4,25.65,-11635.70968,-16799.65935,-12876.24129,0,0,0.19,
+22/07/2008,0,0,0,0,0,0.2,0,1,0,0,-14.48,-6.39,,-6.83,,23.45,17.4,23,24.25,-11635.70968,-16799.65935,-12876.24129,0,0,0.18,
+23/07/2008,0,0,0,0,0,0,0,0,0,0,-14.49,-6.43,,-6.88,,20.35,17.1,21.35,21.7,-11635.70968,-16799.65935,-12876.24129,0,0,0.18,
+24/07/2008,0,0,0,0,0,0,0,0,0,0,-14.48,-6.44,,-6.94,,20.65,18.25,21.1,22.15,-11635.70968,-16799.65935,-12876.24129,0,0,0.18,
+25/07/2008,0,0,0,0,0,0,0,0,0,0,-14.49,-6.43,,-6.98,,21.75,17.2,21.25,22.7,-11635.70968,-16799.65935,-12876.24129,0,0,0.18,
+26/07/2008,0,0,0,0,0,0,0,0,0,0,-14.49,-6.45,,-7.04,,21.95,18.9,23.1,23.1,-11635.70968,-16799.65935,-12876.24129,0,0,0.19,
+27/07/2008,0,0,0.2,0,0,0,0,0.4,0,0,-14.51,-6.41,,-7.1,,24.15,20.7,24.4,24.85,-11053.92419,-15959.67639,-12232.42923,0,0,0.19,
+28/07/2008,0,0,2,0,12,0.2,0,0.2,6.6,40.4,-14.53,-6.44,,-7.11,,24.7,22,26.05,26,-11635.70968,-16799.65935,-12876.24129,0,0,0.22,
+29/07/2008,0,0,0,0,0.2,0.6,0.2,0.4,0,13.8,-14.56,-6.48,,-7.17,,25.95,22,26.35,26.9,-11635.70968,-16799.65935,-12876.24129,0,0,0.22,
+30/07/2008,0,0,0,0,0,0,0,0,0,0,-14.58,-6.51,,-7.22,,26.4,23.2,26.6,27.2,-11635.70968,-16799.65935,-12876.24129,0,0,0.19,
+31/07/2008,0,0,0,0,0,0,0,9.8,0.4,0,-14.6,-6.54,,-7.28,,26.85,23.3,26.7,27.7,-11635.70968,-16799.65935,-12876.24129,0,0,0.2,
+01/08/2008,8.4,0,0,0,1.8,0.8,2,11.6,0,3,-14.61,-6.55,,-7.31,,26.2,23.1,26.35,27,-11783.93548,-16080.62452,-11677.46684,0,0,0.19,
+02/08/2008,0,0,0,0,0,0,0,0,0,0,-14.64,-6.54,,-7.35,,26.4,22.3,25.6,26.95,-11783.93548,-16080.62452,-11677.46684,0,0,0.19,
+03/08/2008,0,0,0,0,0,0,0,0,0,0,-14.63,-6.5,,-7.38,,26.3,22.3,25.7,26.4,-11194.73871,-15276.59329,-11093.5935,0,0,0.19,
+04/08/2008,0,0,0,0,0,0,0,0,0,0,-14.64,-6.49,,-7.36,,25.65,20.25,24.35,26.95,-11783.93548,-16080.62452,-11677.46684,0,0,0.17,
+05/08/2008,0,0,0,0,0,0,0,0,0,0,-14.63,-6.51,,-7.43,,25.6,20.25,24.9,26.4,-11783.93548,-16080.62452,-11677.46684,0,0,0.17,
+06/08/2008,0,0,0.4,0,0,0,0,0,0,0,-14.64,-6.53,,-7.46,,25.9,22.7,26.95,26.65,-11783.93548,-16080.62452,-11677.46684,0,0,0.16,
+07/08/2008,0,0,0.2,0,0,0,0,10.2,0,0,-14.65,-6.53,,-7.47,,26.75,22.05,26,27.2,-11783.93548,-16080.62452,-11677.46684,0,0,0.15,
+08/08/2008,0,0,0,0,0,0,0,0,0,0,-14.65,-6.54,,-7.48,,26.7,20,25.25,27.4,-11783.93548,-16080.62452,-11677.46684,0,0,0.14,
+09/08/2008,0,0,0,0,0,0,0,0,0,0,-14.67,-6.54,,-7.47,,25.55,20.65,25.15,26.1,-11783.93548,-16080.62452,-11677.46684,0,0,0.13,
+10/08/2008,0,0,0,0,0,0,0,0,0,0,-14.67,-6.52,,-7.56,,24.8,21.05,24.4,25.55,-11194.73871,-15276.59329,-11093.5935,0,0,0.14,
+11/08/2008,0,0,0,0,0,0,0,0,0,0,-14.66,-6.49,,-7.61,,24.35,20.6,24.15,25.25,-11783.93548,-16080.62452,-11677.46684,0,0,0.13,
+12/08/2008,0,0,0,0,0,0,0,0,0,0,-14.66,-6.51,,-7.62,,24.4,20.35,24.55,25.55,-11783.93548,-16080.62452,-11677.46684,0,0,0.12,
+13/08/2008,0,0,0,0,0,0,0,1.2,0,0,-14.68,-6.52,,-7.62,,25.75,20,24.7,27.65,-11783.93548,-16080.62452,-11677.46684,0,0,0.12,
+14/08/2008,0,0,0.2,0,0,0,0,0,0,0,-14.71,-6.53,,-7.64,,26.15,21.5,26.65,26.55,-11783.93548,-16080.62452,-11677.46684,0,0,0.13,
+15/08/2008,0,0,10.4,2.4,0.6,1.2,0,1.2,4.6,0,-14.65,-6.51,,-7.54,,28.15,15.6,22.55,28.65,-11783.93548,-16080.62452,-11677.46684,0,0,0.12,
+16/08/2008,10.4,0.6,0,1,2.8,0.6,6,3.6,0.8,24.2,-14.66,-6.48,,-7.41,,21.3,15.8,21.05,22.15,-11783.93548,-16080.62452,-11677.46684,0,0,0.12,
+17/08/2008,0,0,0.8,0,0,0,0,0,0,0,-14.68,-6.47,,-7.46,,22.2,16.3,21.3,23.2,-11194.73871,-15276.59329,-11093.5935,0,0,0.13,
+18/08/2008,0,0,0,0,0,0,0,0,0,0,-14.72,-6.46,,-7.56,,21.05,19.1,22,22.05,-11783.93548,-16080.62452,-11677.46684,0,0,0.13,
+19/08/2008,0,0,0,0,0,0,0,0,0,0,-14.71,-6.48,,-7.64,,22.25,21.65,23.85,22.85,-11783.93548,-16080.62452,-11677.46684,0,0,0.12,
+20/08/2008,0.2,0,0,0,0,0,0,0,0,0,-14.71,-6.49,,-7.67,,23.9,21.85,23.75,24.75,-11783.93548,-16080.62452,-11677.46684,0,0,0.12,
+21/08/2008,0,0,0,0,0,0,0,0,0,0,-14.73,-6.49,,-7.75,,23.9,21.8,23.95,24.25,-11783.93548,-16080.62452,-11677.46684,0,0,0.11,
+22/08/2008,0,0,0,0,0,0,0,0,0,0,-14.72,-6.5,,-7.78,,22.45,20.7,22.7,23.65,-11783.93548,-16080.62452,-11677.46684,0,0,0.11,
+23/08/2008,10.2,0,1.8,0,3,0.4,1.4,0.2,3.2,3.4,-14.68,-6.5,,-7.82,,25.05,17.2,21.45,25.95,-11783.93548,-16080.62452,-11677.46684,0,0,0.11,
+24/08/2008,0.8,14,0,0.2,0,0.6,0,0,0,0,-14.69,-6.47,,-7.78,,21.25,18.95,22.4,21.9,-11194.73871,-15276.59329,-11093.5935,0,0,0.11,
+25/08/2008,0,0,0,0,0,0,0,0,0,0,-14.72,-6.47,,-7.78,,22.35,19.6,23.45,23.55,-11783.93548,-16080.62452,-11677.46684,0,0,0.11,
+26/08/2008,0,0,0,0,0,0,0,0,0,10.8,-14.75,-6.52,,-7.88,,24.05,20.9,25,24.05,-11783.93548,-16080.62452,-11677.46684,0,0,0.11,
+27/08/2008,0,0,0,0,0,0,0,0,0,0,-14.76,-6.58,,-7.87,,23.4,21.4,24.1,25.05,-11783.93548,-16080.62452,-11677.46684,0,0,0.11,
+28/08/2008,0,0,0,0,0,0,0,0,0,0,-14.76,-6.6,,-7.91,,23.3,21.15,23.15,24.35,-11783.93548,-16080.62452,-11677.46684,0,0,0.1,
+29/08/2008,0,0,0,0,0,0,0,0,0,0,-14.76,-6.62,,-7.98,,23.25,22.6,24.05,23.85,-11783.93548,-16080.62452,-11677.46684,0,0,0.11,
+30/08/2008,0,0,0,0,0,0,0,0,0,0,-14.78,-6.64,,-8,,23.8,22.6,23.8,24.45,-11783.93548,-16080.62452,-11677.46684,0,0,0.1,
+31/08/2008,0,0,0,0,0,0,0,0,0,0,-14.78,-6.6,,-8.04,,24.25,22.35,23.8,24.25,-11194.73871,-15276.59329,-11093.5935,0,0,0.1,
+01/09/2008,0,0,0,0,0,0,0,0,0,0,-14.79,-6.6,,-8.05,,24.5,21.6,23.5,24.55,-11776.73333,-16905.33333,-12529.12267,0,0,0.09,
+02/09/2008,0,0,0,0,0,0,0,0,0,0,-14.81,-6.65,,-8.02,,23.25,20.75,23.25,24.05,-11776.73333,-16905.33333,-12529.12267,0,0,0.08,
+03/09/2008,0,0,0,0,0,0,0,0,0,0,-14.81,-6.67,,-8.03,,23.1,19.5,23.2,23.95,-11776.73333,-16905.33333,-12529.12267,0,0,0.08,
+04/09/2008,0,0,0,0,0,0,0,0.4,0,0,-14.82,-6.66,,-8.04,,23.1,20.4,23.6,23.65,-11776.73333,-16905.33333,-12529.12267,0,0,0.09,
+05/09/2008,0.6,0,0,0,0,0,0,2.4,0.2,0.8,-14.83,-6.66,,-8.07,,26.1,22.1,26.05,26.9,-11776.73333,-16905.33333,-12529.12267,0,0,0.08,
+06/09/2008,0,0,0,0,0,0,0,0.8,0,0,-14.83,-6.66,,-8.11,,27.25,21.9,25.5,27.75,-11776.73333,-16905.33333,-12529.12267,0,0,0.09,
+07/09/2008,0,0,0,0,0,0,0,0.8,0,0,-14.84,-6.62,,-8.14,,26.65,18.5,22.45,26.8,-11187.89667,-16060.06667,-11902.66653,0,0,0.09,
+08/09/2008,0,0,0,0,0,0,0,2,0,0,-14.87,-6.6,,-8.2,,22.1,17.85,21.15,22.3,-11776.73333,-16905.33333,-12529.12267,0,0,0.08,
+09/09/2008,0,0,0,0,0,0,0,0,0,0,-14.91,-6.61,,-8.22,,19.75,20.45,23.15,20.65,-11776.73333,-16905.33333,-12529.12267,0,0,0.09,
+10/09/2008,0,0,0,0,0,0,0,0,0,0,-14.91,-6.61,,-8.24,,23.65,25,25.7,24.05,-11776.73333,-16905.33333,-12529.12267,0,0,0.07,
+11/09/2008,0,0,0,0,0,0,0,0,0,0,-14.88,-6.64,,-8.25,,26.1,23.75,25.6,26.4,-11776.73333,-16905.33333,-12529.12267,0,0,0.07,
+12/09/2008,0,0,0,0,0,0,0,0,0,0,-14.86,-6.65,,-8.23,,25.2,21.55,24.75,26.1,-11776.73333,-16905.33333,-12529.12267,0,0,0.07,
+13/09/2008,3.2,2,19,12.4,8,8.2,8,14.6,16.2,8.4,-14.86,-6.65,,-8.18,,25.05,14.4,19.45,25.05,-11776.73333,-16905.33333,-12529.12267,0,0,0.09,
+14/09/2008,11.2,15.8,25.8,16.4,13,23,7.4,13.8,7.2,11.4,-14.87,-6.6,,-8.05,,17.8,11.35,18.15,18.3,-11187.89667,-16060.06667,-11902.66653,0,0,0.09,
+15/09/2008,1,1.8,2,6.4,0,0,0,7.2,0.2,0.6,-14.88,-6.56,,-8,,16.7,10.5,15.5,17.5,-11776.73333,-16905.33333,-12529.12267,0,0,0.09,
+16/09/2008,1.4,6.2,0,0.2,1.2,10.8,0.6,1.2,0,3.6,-14.9,-6.55,,-8.07,,14.5,11.8,16.05,14.2,-11776.73333,-16905.33333,-12529.12267,0,0,0.07,
+17/09/2008,0,0,0,0,0,0,0,0,0,0,-14.94,-6.56,,-8.14,,15.5,14.05,16.75,16.55,-11776.73333,-16905.33333,-12529.12267,0,0,0.07,
+18/09/2008,0,0,0,0,0,0,0,0,0,0,-14.97,-6.57,,-8.2,,17.7,14.5,18.95,18.2,-11776.73333,-16905.33333,-12529.12267,0,0,0.07,
+19/09/2008,2.2,2.2,9.8,1.8,1.6,2,1.8,3.4,3.2,2.8,-14.96,-6.55,,-8.22,,19.3,11.55,15.6,20.1,-11776.73333,-16905.33333,-12529.12267,0,0,0.08,
+20/09/2008,2.2,6.6,0.2,6.6,3.6,9.8,2.2,3,0,4.8,-14.97,-6.54,,-8.25,,14.8,11.2,17.05,14.9,-11776.73333,-16905.33333,-12529.12267,0,0,0.07,
+21/09/2008,0,0,0.4,0,0,0,0,0.2,2.8,0,-14.95,-6.52,,-8.25,,15.55,11,15.65,15.55,-11187.89667,-16060.06667,-11902.66653,0,0,0.08,
+22/09/2008,4,0,0,0,0.6,0.4,1.4,0,0.8,2,-14.92,-6.52,,-8.19,,15.1,10.95,16.25,16.3,-11776.73333,-16905.33333,-12529.12267,0,0,0.08,
+23/09/2008,0,0,0,0,0,0,0.4,0,0,0,-14.92,-6.54,,-8.12,,14.9,11.3,15.9,16.25,-11776.73333,-16905.33333,-12529.12267,0,0,0.08,
+24/09/2008,0,0,0,0,0,0,0,2,0,0,-14.94,-6.53,,-8.1,,15.2,11.45,15.9,14.95,-11776.73333,-16905.33333,-12529.12267,0,0,0.07,
+25/09/2008,0,0,0,0,0,0,0,0.2,0,0,-14.95,-6.53,,-8.15,,15.35,11.8,15.8,15.25,-11776.73333,-16905.33333,-12529.12267,0,0,0.07,
+26/09/2008,0,0,0,0,0,0,0,3.6,0,0,-14.98,-6.53,,-8.16,,15.7,11.05,15,16.3,-11776.73333,-16905.33333,-12529.12267,0,0,0.07,
+27/09/2008,0,0,0,0,0,0,0,4.4,0,0,-14.99,-6.55,,-8.18,,15.25,10.55,13.65,15.95,-11776.73333,-16905.33333,-12529.12267,0,0,0.07,
+28/09/2008,0,0,0,0,0,0,0,2.2,0,0,-14.98,-6.53,,-8.19,,13.45,10.65,12.5,13.95,-11187.89667,-16060.06667,-11902.66653,0,0,0.07,
+29/09/2008,0,0,0,0,0,0,0,0,0,0,-14.96,-6.53,,-8.13,,12.8,11.6,14.45,13.85,-11776.73333,-16905.33333,-12529.12267,0,0,0.06,
+30/09/2008,0,0,0,0,0,0,0,0,0,0,-14.94,-6.53,,-8.06,,14.05,12.05,14.8,15.1,-11776.73333,-16905.33333,-12529.12267,0,0,0.08,
+01/10/2008,1.6,2.6,1.4,0,2.4,3.2,1.2,0.6,1.8,5,-14.92,-6.52,,-8.04,,15.2,13.75,17.35,15.95,-11031.80645,-16198.89032,-11967.048,0,0,0.08,
+02/10/2008,1.2,1.6,1,0,0.4,0,0.6,0.6,1.6,0.2,-14.9,-6.52,,-8.01,,17.15,11.65,16.7,17.45,-11031.80645,-16198.89032,-11967.048,0,0,0.07,
+03/10/2008,15,0,0.4,0.4,6.8,2.2,14.4,5.8,18,11.4,-14.87,-6.52,,-7.99,,18.3,10.5,15.45,18.2,-11031.80645,-16198.89032,-11967.048,0,0,0.08,
+04/10/2008,2.4,0,0,0,5,0.6,2.8,6.2,0,6,-14.91,-6.55,,-8.01,,15.75,10.55,15.1,14.55,-11031.80645,-16198.89032,-11967.048,0,0,0.07,
+05/10/2008,0,0,0,0,0,0,0,0,0,0.2,-14.96,-6.54,,-8.14,,11.85,11.3,12.85,13.35,-10480.21613,-15388.94581,-11368.6956,0,0,0.07,
+06/10/2008,0,0,1.6,0,0,0,0,0,0,0,-14.97,-6.53,,-8.17,,13.7,10.3,12.8,13.7,-11031.80645,-16198.89032,-11967.048,0,0,0.1,
+07/10/2008,0,9.2,0.6,0.4,0,0.4,0,0.2,0.2,2,-14.97,-6.54,,-8.11,,15.65,13.5,17.25,15.6,-11031.80645,-16198.89032,-11967.048,0,0,0.1,
+08/10/2008,0,0.2,0,0.2,0.6,3.6,0,0.2,0,0.6,-14.96,-6.53,,-8.05,,15.55,14.2,17.9,16.05,-11031.80645,-16198.89032,-11967.048,0,0,0.09,
+09/10/2008,0,0,0,0,0,0,0,0.2,0,0,-15,-6.54,,-8.04,,17.15,15.7,19.65,17.1,-11031.80645,-16198.89032,-11967.048,0,0,0.09,
+10/10/2008,0,0,0,0,0,0,0,0.2,0,0,-15.05,-6.56,,-8.07,,18,16.15,19.7,18.45,-11031.80645,-16198.89032,-11967.048,0,0,0.09,
+11/10/2008,0,0,0,0,0,0,0,0,0,0,-15.05,-6.57,,-8.16,,18.1,16.95,20.25,18,-11031.80645,-16198.89032,-11967.048,0,0,0.09,
+12/10/2008,0,0,0,0,0,0,0,0,0,0,-15.02,-6.55,,-8.23,,17.7,17.05,18.2,17.9,-10480.21613,-15388.94581,-11368.6956,0,0,0.09,
+13/10/2008,0,0,0,0,0,0,0,0,0,0,-14.98,-6.54,,-8.18,,16.6,16.95,17.25,17.15,-11031.80645,-16198.89032,-11967.048,0,0,0.09,
+14/10/2008,0,0,0,0,0,0,0,0,0,0,-14.95,-6.54,,-8.19,,16.65,17.6,18.1,16.85,-11031.80645,-16198.89032,-11967.048,0,0,0.09,
+15/10/2008,0,0,0,0,0,0,0,0,0,0,-14.96,-6.54,,-8.21,,16.6,14.8,17.5,17.45,-11031.80645,-16198.89032,-11967.048,0,0,0.1,
+16/10/2008,0.6,0,0.6,0,2.6,0.8,2,0.4,17.2,3,-14.93,-6.55,,-8.18,,19.65,13.65,18.9,18.75,-11031.80645,-16198.89032,-11967.048,0,0,0.11,
+17/10/2008,19.4,1.2,0,0,15.4,14.6,26,9.2,3.2,29.4,-14.9,-6.55,,-8.08,,20.6,15.05,18.55,20.1,-11031.80645,-16198.89032,-11967.048,0,0,,
+18/10/2008,0.4,1.4,0,0,2.8,1,3,0,0,0.6,-14.95,-6.56,,-8.14,,17.7,14.5,18.75,17.35,-11031.80645,-16198.89032,-11967.048,0,0,,
+19/10/2008,0,0,0,0,0,0,0,0.2,0,0,-14.97,-6.55,,-8.17,,18.2,13.95,18.25,18.5,-10480.21613,-15388.94581,-11368.6956,0,0,,
+20/10/2008,0,0,0,0,0,0,0,0.2,0,0,-14.97,-6.54,,-8.13,,16.95,14.65,18.15,17,-11031.80645,-16198.89032,-11967.048,0,0,,
+21/10/2008,2.2,0,8.8,0,5.2,1.6,5.2,1.8,7,6.6,-15.02,-6.55,,-8.08,,18,12.95,17.55,18.8,-11031.80645,-16198.89032,-11967.048,0,0,,
+22/10/2008,6.8,0,0,3.4,0.8,1.6,2.8,1,0,0.8,-15.07,-6.56,,-8.01,,16.25,14.45,19.3,17.55,-11031.80645,-16198.89032,-11967.048,0,0,,
+23/10/2008,0,0,0,0,0,0,0,0,0,0.2,-15.09,-6.57,,-7.98,,18.55,12.8,17.65,18.55,-11031.80645,-16198.89032,-11967.048,0,0,,
+24/10/2008,0,0.2,2.6,0,0,0,0.8,1,1.4,0,-15.09,-6.57,,-8,,17.75,13.65,18.4,17.95,-11031.80645,-16198.89032,-11967.048,0,0,,
+25/10/2008,3,1.2,0.4,1,0.2,0.2,0.8,3.6,10.4,1.6,-15.1,-6.59,,-8.04,,18.45,14.1,18.5,18.4,-11031.80645,-16198.89032,-11967.048,0,0,,
+26/10/2008,3.2,0.2,0,0,0,0,1.2,0.6,0,0.8,-15.1,-6.59,,-8.09,,16.35,14.9,18.1,16.45,-10480.21613,-15388.94581,-11368.6956,0,0,,
+27/10/2008,0,0,1.6,0,0,0,0,0.2,5.4,0,-15.04,-6.57,,-8.03,,16.1,11.75,13.35,16.85,-11031.80645,-16198.89032,-11967.048,0,0,,
+28/10/2008,6.8,33.6,48,2.4,12.2,20.8,8.6,3.2,50,10.4,-14.97,-6.55,,-7.93,,14.65,12.1,15.1,14.05,-11031.80645,-16198.89032,-11967.048,0,0,,
+29/10/2008,43.8,40.4,80.2,68.6,50.8,48.8,53.2,34.2,51.4,51.2,-14.93,-6.54,,-7.86,,15.75,12.5,15.5,15.65,-11031.80645,-16198.89032,-11967.048,0,0,,
+30/10/2008,70.4,35.6,28.6,91.4,47.2,54.4,52.4,37.6,19.8,71.4,-14.95,-6.47,,-7.79,,16.2,7.95,12.1,15.4,-11031.80645,-16198.89032,-11967.048,0,0,,
+31/10/2008,41.2,53.2,43.6,37.6,39.8,39.8,41,6.4,56.4,48,-15,-6.1,,-7.62,,12.4,9.15,12.45,12.1,-11031.80645,-16198.89032,-11967.048,0,0,,
+01/11/2008,65,24.8,14.2,24.4,41,33.6,49.2,40.2,10.6,84,-14.98,-6.28,,-7.57,,14.6,11.25,16.1,14,-10133.33333,-15362.33333,-11879.95333,0,0,,
+02/11/2008,0,0,0,0,0,0,0,0.8,0,0,-15.02,-6.18,,-7.46,,15.8,12.4,17.25,15.3,-9626.666667,-14594.21667,-11285.95567,0,0,,
+03/11/2008,11.2,0.2,4.8,0,3.2,3.6,4,2.6,15.2,11.2,-15,-6.14,,-7.33,,17.25,11.75,14.6,18.05,-10133.33333,-15362.33333,-11879.95333,0,0,,
+04/11/2008,26.2,10.8,32,6.6,14.6,14.4,15.6,8.8,35.2,27,-14.98,-6.14,,-7.4,,15.1,10.85,15.5,14.7,-10133.33333,-15362.33333,-11879.95333,0,0,,
+05/11/2008,32.6,22.2,5.6,19.6,24.4,20.2,23.8,20,5.6,36,-14.99,-6.07,,-7.32,,13.95,11.45,15.95,15.35,-10133.33333,-15362.33333,-11879.95333,0,0,,
+06/11/2008,8.2,0.2,0,0.4,1.2,0.6,1.6,3.2,0,10,-14.98,-6.02,,-7.26,,13.75,11.35,14.45,13.15,-10133.33333,-15362.33333,-11879.95333,0,0,,
+07/11/2008,0.4,0.6,0,0.8,0,0.4,0,0.4,1,0,-14.97,-5.99,,-7.2,,13.9,9.85,13.85,14.05,-10133.33333,-15362.33333,-11879.95333,0,0,,
+08/11/2008,0,0,0,0,0,0,0,0,0,0.6,-15.01,-6,,-7.15,,12.95,9.7,13.2,13.35,-10133.33333,-15362.33333,-11879.95333,0,0,,
+09/11/2008,0,0,0,0.2,0,0,0,2,0,0,-15.06,-5.99,,-7.16,,12.05,10.15,13.5,12.45,-9626.666667,-14594.21667,-11285.95567,0,0,,
+10/11/2008,0,0.2,0,0.2,0,0,0,0.2,0,0,-15.05,-6,,-7.15,,11.6,10.25,13.15,11.9,-10133.33333,-15362.33333,-11879.95333,0,0,,
+11/11/2008,0,3,5.4,2.6,0.2,0.4,0,0.2,9,0,-15.01,-6.01,,-7.06,,11.75,9.45,11.8,12.2,-10133.33333,-15362.33333,-11879.95333,0,0,,
+12/11/2008,39,9,20,5.8,30.8,19,47.8,5.8,96.8,62.6,-14.95,-6.03,,-6.93,,11.1,9,12.15,11.65,-10133.33333,-15362.33333,-11879.95333,0,0,,
+13/11/2008,74,62.4,14.2,21.8,72.8,62.4,75.4,37.2,16.6,70.4,-14.89,-6.03,,-6.78,,12.25,7.4,11.45,12.1,-10133.33333,-15362.33333,-11879.95333,0,0,,
+14/11/2008,7.8,4.4,0,2.8,6,2.8,9.4,27.4,0,11.2,-14.94,-5.91,,-6.63,,11.05,7.7,13.15,10.45,-10133.33333,-15362.33333,-11879.95333,0,0,,
+15/11/2008,0,0.2,0,0,0,0.2,0,14.8,0,0.2,-14.95,-5.86,,-6.59,,14.1,7.55,13.9,11.8,-10133.33333,-15362.33333,-11879.95333,0,0,,
+16/11/2008,0,0,0,0,0,0,0,0.4,0,0,-14.93,-5.82,,-6.59,,11.45,10.8,13.8,11.5,-9626.666667,-14594.21667,-11285.95567,0,0,,
+17/11/2008,0,0,0,0.2,0,0,0.2,0,0,0,-14.92,-5.86,,-6.52,,12,9.75,12.6,11.9,-10133.33333,-15362.33333,-11879.95333,0,0,,
+18/11/2008,0,0,0,0,0,0,0,0,0,0,-14.89,-5.84,,-6.44,,10.6,8.5,9,10.5,-10133.33333,-15362.33333,-11879.95333,0,0,,
+19/11/2008,0,0,0,0,0,0,0,0,0,0,-14.9,-5.86,,-6.41,,7.65,8.65,10.65,7.95,-10133.33333,-15362.33333,-11879.95333,0,0,,
+20/11/2008,0,0,0.4,0,0,0,0.2,0.2,0,0,-14.89,-5.88,,-6.41,,9.45,8.4,10.9,9.1,-10133.33333,-15362.33333,-11879.95333,0,0,,
+21/11/2008,0.4,0.8,4.2,0.6,0.6,0.6,1,0.4,1.4,2.4,-14.79,-5.88,,-6.33,,10.15,8.1,12,10,-10133.33333,-15362.33333,-11879.95333,0,0,,
+22/11/2008,1.2,2.8,0,0.8,1,2,1.4,1,0,1.8,-14.75,-5.91,,-6.35,,9.6,5.1,7.9,8.9,-10133.33333,-15362.33333,-11879.95333,0,0,,
+23/11/2008,0,0,0,0,0,0,0,0,0,0,-14.81,-5.92,,-6.4,,6.8,3.45,5.2,7.65,-9626.666667,-14594.21667,-11285.95567,0,0,,
+24/11/2008,2.2,36.2,22.2,29,25.6,33,23.4,0,31.6,5.2,-14.73,-5.91,,-6.21,,5.2,2.75,3,6,-10133.33333,-15362.33333,-11879.95333,0,0,,
+25/11/2008,24.6,8.6,4,5.6,12.2,8,12.8,0,7.4,15.6,-14.78,-5.91,,-6.07,,4.8,1.7,6.75,4.65,-10133.33333,-15362.33333,-11879.95333,0,0,,
+26/11/2008,10.6,0.2,0,0,0,0,0,0,0,13.8,-14.89,-5.92,,-6.07,,5.1,1.5,7.15,4.85,-10133.33333,-15362.33333,-11879.95333,0,0,,
+27/11/2008,0.2,0,0.6,0.2,0,0,0.2,0,0,9.8,-14.92,-5.94,,-6.03,,4.9,2.05,7.15,5.4,-10133.33333,-15362.33333,-11879.95333,0,0,,
+28/11/2008,22.4,15.8,49,10,21.2,43,16.6,0,47.8,19.2,-14.76,-5.93,,-5.85,,8.45,3.45,6.8,6.55,-10133.33333,-15362.33333,-11879.95333,0,0,,
+29/11/2008,32,34,25.6,38.6,37.4,33,40.2,2.8,35.6,31.6,-14.73,-5.88,,-5.63,,7.25,5.45,10.1,7.7,-10133.33333,-15362.33333,-11879.95333,0,0,,
+30/11/2008,75.6,33,44.2,34.8,46.8,46.4,52,7.8,52.8,82.4,-14.74,-5.73,,-5.38,,10.7,5.2,7.75,9.4,-9626.666667,-14594.21667,-11285.95567,0,0,,
+01/12/2008,80.4,49.4,25,36,54.2,43.4,67.6,0,71.2,77,-14.71,-5.44,,-5.08,,9.35,4.95,9.1,8.9,-9612.903226,-15887.85806,-12370.752,0,0,,
+02/12/2008,69,18,4.6,15,25.8,7.6,54.2,0,7.2,60.6,-14.76,-5.16,,-4.93,,7.8,3.5,6.35,8.1,-9612.903226,-15887.85806,-12370.752,0,0,,
+03/12/2008,2,2.8,0.6,4,5.2,0,4.4,0,0.4,3.4,-14.74,-5.02,,-4.85,,5.75,4.35,5.8,5.15,-9612.903226,-15887.85806,-12370.752,0,0,,
+04/12/2008,0,0,5.6,0.2,0,0,0,0,7.8,0,-14.7,-4.96,,-4.76,,3.6,4.95,6.15,4.3,-9612.903226,-15887.85806,-12370.752,0,0,,
+05/12/2008,90.8,20.6,35.4,32.8,72,0,83,0.4,84.8,141.6,-14.65,-4.9,,-4.63,,7.3,6.25,11.05,7.75,-9612.903226,-15887.85806,-12370.752,0,0,,
+06/12/2008,62.8,21.8,5.8,25,47,0,57.4,22,4,94.2,-14.69,-4.67,,-4.56,,11.15,5.6,9.75,10.9,-9612.903226,-15887.85806,-12370.752,0,0,,
+07/12/2008,0.2,0.6,0,3.2,0,0,0.2,0,0,0.2,-14.73,-4.53,,-4.53,,6.3,5.5,8.45,6.75,-9132.258065,-15093.46516,-11752.2144,0,0,,
+08/12/2008,0,0.2,0,0,0.2,0,0,1.8,0,0.2,-14.77,-4.51,,-4.47,,4.75,6.9,7.55,4.95,-9612.903226,-15887.85806,-12370.752,0,0,,
+09/12/2008,0.2,0.2,1.8,0.2,0,0,0.2,3.4,1,0,-14.74,-4.55,,-4.44,,3.9,3.65,4.2,4.45,-9612.903226,-15887.85806,-12370.752,0,0,,
+10/12/2008,23.2,2.4,29.8,6.4,10.8,0,13.4,0,38.4,24.8,-14.62,-4.6,,-4.38,,4.05,4.7,8.3,3.5,-9612.903226,-15887.85806,-12370.752,0,0,,
+11/12/2008,51.4,18,12.6,21.6,28,0,32,12.2,6.6,47.6,-14.57,-4.59,,-4.27,,8.7,5.65,10.3,8.4,-9612.903226,-15887.85806,-12370.752,0,0,,
+12/12/2008,1.2,3.2,4.8,5.6,1.6,0,1.4,2.2,1.6,2.2,-14.59,-4.56,,-4.23,,9.75,5.1,9.1,9.75,-9612.903226,-15887.85806,-12370.752,0,0,,
+13/12/2008,0.4,2.6,7.6,3.2,1.6,0,1.6,0,6,1.6,-14.62,-4.6,,-4.3,,8.9,4.2,8.65,9.1,-9612.903226,-15887.85806,-12370.752,0,0,,
+14/12/2008,12.4,7.4,6.2,7.6,9.8,0,10.2,0,9.8,14.8,-14.58,-4.62,,-4.32,,9.35,4.15,10.2,8.85,-9132.258065,-15093.46516,-11752.2144,0,0,,
+15/12/2008,23,33.2,28,15.8,44.2,0,26.6,0,45.4,20.6,-14.59,-4.62,,-4.33,,9.9,4.95,11.1,10.2,-9612.903226,-15887.85806,-12370.752,0,0,,
+16/12/2008,20.8,18,21.4,17.2,26.2,0,16.6,0,24,22.6,-14.6,-4.55,,-4.28,,10.5,4.25,8.65,10.35,-9612.903226,-15887.85806,-12370.752,0,0,,
+17/12/2008,11.4,7.2,1,8.6,16.4,0,8,0,0,11,-14.58,-4.47,,-4.04,,6.5,4.7,8.6,7.05,-9612.903226,-15887.85806,-12370.752,0,0,,
+18/12/2008,0.2,0.2,1,0.2,0.2,0,0,0,0,0.2,-14.58,-4.46,,-4.2,,6.45,5.25,5.8,5.7,-9612.903226,-15887.85806,-12370.752,0,0,,
+19/12/2008,0,0,0,0.6,0,0,0.2,0,0,0,-14.63,-4.51,,-4.29,,4.3,5.85,7.05,5.4,-9612.903226,-15887.85806,-12370.752,0,0,,
+20/12/2008,0,0,0,0,0,0,0,0,0,0,-14.67,-4.59,,-4.31,,5.95,6.75,8.15,6.55,-9612.903226,-15887.85806,-12370.752,0,0,,
+21/12/2008,0.2,0,0,0.2,0,0,0,23.6,0,0,-14.67,-4.64,,-4.38,,6.4,10.25,7.75,6.45,-9132.258065,-15093.46516,-11752.2144,0,0,,
+22/12/2008,0,0.2,0,0,0,0,0.2,0,0,0.2,-14.69,-4.7,,-4.39,,5.65,9.15,6.25,6,-9612.903226,-15887.85806,-12370.752,0,0,,
+23/12/2008,0.2,0,0,0.4,0,0,0.2,0,0,0,-14.67,-4.76,,-4.44,,5.55,7.95,8,5.8,-9612.903226,-15887.85806,-12370.752,0,0,,
+24/12/2008,0.2,0.2,0,0.2,0,0,0.2,0,0,0.2,-14.67,-4.81,,-4.43,,6.45,9.25,2,5.8,-9612.903226,-15887.85806,-12370.752,0,0,,
+25/12/2008,0.2,0,3.4,0.2,0.2,0,0.2,0,0,0.4,-14.61,-4.86,,-4.4,,3.8,3.2,6.6,3.2,-9612.903226,-15887.85806,-12370.752,0,0,,
+26/12/2008,0,0.6,0,1.4,0,0,0,0,0,0.2,-14.64,-4.9,,-4.35,,6.85,-0.3,4.25,7.2,-9612.903226,-15887.85806,-12370.752,0,0,,
+27/12/2008,0,0,0,0,0,0,0,0,0,0,-14.65,-4.97,,-4.38,,3.85,-1.5,2.15,2.9,-9612.903226,-15887.85806,-12370.752,0,0,,
+28/12/2008,0,0,0,0,0,0,0,0,0,0,-14.63,-5.01,,-4.47,,3.6,-2.25,3.4,3.2,-9132.258065,-15093.46516,-11752.2144,0,0,,
+29/12/2008,0,0,0.2,0.2,0,0,0,0,0,0,-14.65,-5.06,,-4.45,,4.3,0.25,4.65,4,-9612.903226,-15887.85806,-12370.752,0,0,,
+30/12/2008,0,0,0,0.4,0,0,0,0,0,0,-14.66,-5.14,,-4.52,,3.9,4,5.1,4.45,-9612.903226,-15887.85806,-12370.752,0,0,,
+31/12/2008,0,0,4.2,0,0,0,0,0.8,34.6,0,-14.65,-5.21,,,,3.2,3.65,3.25,4.15,-9612.903226,-15887.85806,-12370.752,0,0,,
+01/01/2009,42.4,19.6,11.6,5.2,54,,52.4,3.2,19.2,69.4,-14.57,-5.23,-1.41,-4.56,,2.25,3.9,5.25,2.7,-10180.64516,-16472.20645,-12636.864,0,0,0.48,
+02/01/2009,2.2,0.6,0,0.2,0.2,,2.8,1.6,0,1.4,-14.54,-5.23,-1.37,-4.51,,3.4,3.75,5.55,4.45,-10180.64516,-16472.20645,-12636.864,0,0,0.48,
+03/01/2009,0.2,0.2,0,0,0,,0,0.6,0,0.2,-14.53,-5.27,-1.43,-4.53,,4.7,-1.45,3.2,4.4,-10180.64516,-16472.20645,-12636.864,0,0,0.44,
+04/01/2009,0,0,0,0.2,0,,0.2,0,0,0,-14.53,-5.28,-1.49,-4.53,,-0.2,0.55,1.45,1.3,-9671.612903,-15648.59613,-12005.0208,0,0,0.39,
+05/01/2009,0,0,0,0,0,,0,0,0,0,-14.5,-5.33,-1.52,-4.54,,-0.05,3.1,2.2,0.6,-10180.64516,-16472.20645,-12636.864,0,0,0.35,
+06/01/2009,0,0.2,1,0,0.2,,0,0,1.4,0,-14.49,-5.37,-1.6,-4.65,,1,2.35,4.5,1.15,-10180.64516,-16472.20645,-12636.864,0,0,0.36,
+07/01/2009,18.6,6.6,27.6,22.2,11.4,,8.6,0,28.4,16.8,-14.49,-5.39,-1.48,-4.68,,5,1.8,5.05,5.35,-10180.64516,-16472.20645,-12636.864,0,0,0.4,
+08/01/2009,33.6,22.4,9.4,0.2,29,,26,0,0.2,37.4,-14.55,-5.41,-1.18,-4.69,,4.6,2,6.15,3.95,-10180.64516,-16472.20645,-12636.864,0,0,0.47,
+09/01/2009,0,0,0,0,0.2,,0.2,0,0.2,0,-14.59,-5.43,-1.26,-4.69,,6.8,0.95,4.25,5.8,-10180.64516,-16472.20645,-12636.864,0,0,0.43,
+10/01/2009,0,0,0,0,0,,0.2,0,0,0,-14.57,-5.43,-1.35,-4.67,,3.65,3.65,6.55,3.95,-10180.64516,-16472.20645,-12636.864,0,0,0.4,
+11/01/2009,0,0,0,0,0,,0,0.4,0,0.2,-14.59,-5.46,-1.4,-4.7,,6.65,6.25,8.05,6.6,-9671.612903,-15648.59613,-12005.0208,0,0,0.36,
+12/01/2009,0.2,0,0,0,0,,0.2,0.4,0,0,-14.59,-5.5,-1.45,-4.68,,6.75,6.45,8.7,6.8,-10180.64516,-16472.20645,-12636.864,0,0,0.35,
+13/01/2009,0.2,0,0.4,0.2,0,,0.2,0.2,0,0,-14.53,-5.53,-1.47,-4.65,,7.9,4.45,8.75,7.1,-10180.64516,-16472.20645,-12636.864,0,0,0.35,
+14/01/2009,0,3.4,9.6,6.4,1.4,,1,0,4.4,2.8,-14.47,-5.55,-1.53,-4.61,,7.85,2.9,6.9,7.85,-10180.64516,-16472.20645,-12636.864,0,0,0.36,
+15/01/2009,3.6,2.8,1.8,0.8,3.8,,4,0,0.4,4.8,-14.53,-5.57,-1.53,-4.64,,6.1,3.55,8.85,7.05,-10180.64516,-16472.20645,-12636.864,0,0,0.34,
+16/01/2009,0.2,0,0.2,0,0.2,,0.4,0,0,0.2,-14.57,-5.61,-1.56,-4.66,,5.9,5,9.3,6.85,-10180.64516,-16472.20645,-12636.864,0,0,0.32,
+17/01/2009,0,0,0,0.2,0,,0.2,12.8,0,0.2,-14.59,-5.65,-1.59,-4.7,,6.35,5.05,7.6,6.95,-10180.64516,-16472.20645,-12636.864,0,0,0.29,
+18/01/2009,0.2,0,6.8,6.4,0,,0.2,0,12,0.2,-14.54,-5.66,-1.59,-4.69,,6.6,5.2,6.6,6.95,-9671.612903,-15648.59613,-12005.0208,0,0,0.3,
+19/01/2009,17.4,16,8,4,17.2,,23.6,0,17.8,31.6,-14.48,-5.66,-1.39,-4.63,,8.5,6.55,10.75,7.7,-10180.64516,-16472.20645,-12636.864,0,0,0.42,
+20/01/2009,59.6,25.2,46.4,41.8,65.6,,47,13.4,121.8,107.6,-14.4,-5.63,-1.06,-4.52,,11.7,7.3,10.85,11.55,-10180.64516,-16472.20645,-12636.864,0,0,1.58,
+21/01/2009,81.6,68,7.2,5.2,124.6,,87.6,2.8,2.8,112.6,-14.41,-5.35,-0.68,-4.36,,11,4.95,9,11.2,-10180.64516,-16472.20645,-12636.864,0,0,1.53,
+22/01/2009,0.2,0,0,0.2,0,,0.2,0.6,0.2,0,-14.44,-5.11,-0.86,-4.28,,8.1,4.05,8.3,8.25,-10180.64516,-16472.20645,-12636.864,0,0,0.95,
+23/01/2009,0,0.2,21.6,20.4,0,,0,0,11,0.2,-14.37,-5.04,-0.95,-4.27,,5.2,4.4,3.2,5.75,-10180.64516,-16472.20645,-12636.864,0,0,0.77,
+24/01/2009,16,22.6,25,22.8,19.6,,14,0,18,19,-14.29,-5.01,-0.74,-4.26,,3,3.3,6.3,2.95,-10180.64516,-16472.20645,-12636.864,0,0,0.76,
+25/01/2009,17.6,20.4,1.6,0,19.4,,20.6,0,0,24.8,-14.37,-4.96,-0.79,-4.25,,5.2,4.05,7.95,5.3,-9671.612903,-15648.59613,-12005.0208,0,0,0.73,
+26/01/2009,0.8,0.2,13,7.8,0.2,,0.6,0,6.4,1.6,-14.39,-4.95,-0.9,-4.24,,6.75,2.1,5.2,8,-10180.64516,-16472.20645,-12636.864,0,0,0.64,
+27/01/2009,8.8,10.8,0.2,0,9.4,,8.2,0,0.6,10.6,-14.4,-4.97,-0.92,-4.25,,4.8,3.65,7.7,5.5,-10180.64516,-16472.20645,-12636.864,0,0,0.57,
+28/01/2009,0,0,0,0,0.2,,0,0.4,0,0,-14.45,-5.03,-1.02,-4.3,,6.1,3.8,7.95,7.45,-10180.64516,-16472.20645,-12636.864,0,0,0.53,
+29/01/2009,0,0,0,0.2,0,,0,0,0,0,-14.48,-5.08,-1.15,-4.34,,5.45,3.55,7.8,6.65,-10180.64516,-16472.20645,-12636.864,0,0,0.47,
+30/01/2009,0,0.2,0,0,0,,0,0.8,0,0,-14.5,-5.14,-1.23,-4.35,,6.95,4.85,8.7,6.9,-10180.64516,-16472.20645,-12636.864,0,0,0.43,
+31/01/2009,0,0,0,0,0,,0,0.6,0,0,-14.47,-5.2,-1.27,-4.55,,5.9,2.95,6.6,6.6,-10180.64516,-16472.20645,-12636.864,0,0,0.4,
+01/02/2009,0,0,1.8,6.2,0,,0.2,3.6,5.6,0,-14.43,-5.21,-1.31,-4.64,,6.35,0.55,4.15,5.8,-10025.89286,-16481.778,-12021.4368,0,0,0.4,
+02/02/2009,18.6,10.8,50,38.8,13,,11.4,0,51.6,19.2,-14.41,-5.24,-1.12,-4.62,,5.05,3.55,6.8,5.45,-10553.57143,-17349.24,-12654.144,0,0,0.49,
+03/02/2009,51.2,37,2.4,2.8,46,,33.2,0,2.4,48.6,-14.38,-5.19,-0.7,-4.55,,6.8,5.75,8.35,6.7,-10553.57143,-17349.24,-12654.144,0,0,0.8,
+04/02/2009,0.2,1.8,2.6,1,0.8,,1.4,2.8,3,0.2,-14.4,-5.07,-0.87,-4.54,,5.7,4.95,7.2,6.85,-10553.57143,-17349.24,-12654.144,0,0,0.69,
+05/02/2009,8.2,8.4,5.4,3.8,15,,10,0.2,10.2,13.8,-14.41,-5.02,-0.94,-4.61,,7.05,6.4,10.35,6.95,-10553.57143,-17349.24,-12654.144,0,0,0.66,
+06/02/2009,3,3.2,79,48.8,7,,3.6,22,26.6,4,-14.36,-5.04,-0.78,-4.6,,11.85,5.8,10.4,10.9,-10553.57143,-17349.24,-12654.144,0,0,0.74,
+07/02/2009,69.2,45.4,12.2,8.6,42.6,,41,0.6,19.4,76.8,-14.27,-4.86,-0.62,-4.43,,9.9,4.75,9.05,9.75,-10553.57143,-17349.24,-12654.144,0,0,1.05,
+08/02/2009,4.8,10,16,10,6.8,,7.4,0,5.2,6,-14.3,-4.65,-0.77,-4.41,,9.7,2.5,7.35,9.45,-10025.89286,-16481.778,-12021.4368,0,0,0.88,
+09/02/2009,4.4,4.6,0.4,0.2,2.4,,5.2,1,0.2,5,-14.38,-4.54,-0.94,-4.47,,5.75,4.75,8.35,6.25,-10553.57143,-17349.24,-12654.144,0,0,0.71,
+10/02/2009,12.8,2.6,6.2,6.8,8.6,,6.4,0.2,21.2,11.8,-14.35,-4.58,-0.98,-4.5,,9.15,5.2,9.7,8.65,-10553.57143,-17349.24,-12654.144,0,0,0.73,
+11/02/2009,18.4,3.2,0.4,0,18.6,,14.8,0.2,0.2,29.2,-14.33,-4.55,-1,-4.48,,7.8,3.95,7.3,8.05,-10553.57143,-17349.24,-12654.144,0,0,0.71,
+12/02/2009,0,0,0.2,0,0.2,,0,0,0,0,-14.37,-4.56,-1.12,-4.4,,6.4,1.65,6.05,6.25,-10553.57143,-17349.24,-12654.144,0,0,0.61,
+13/02/2009,0,0,0.4,0,0,,0,0,0,0,-14.38,-4.59,-1.17,-4.44,,4,0.2,4.25,5.4,-10553.57143,-17349.24,-12654.144,0,0,0.57,
+14/02/2009,0,0,0,0,0,,0,0,0,0,-14.4,-4.6,-1.27,-4.43,,2.1,-0.05,3.6,3.1,-10553.57143,-17349.24,-12654.144,0,0,0.55,
+15/02/2009,0,0,0,0,0,,0,0,0,0,-14.44,-4.65,-1.36,-4.52,,1.95,0.75,3.8,3.1,-10025.89286,-16481.778,-12021.4368,0,0,0.47,
+16/02/2009,0,0,0,0,0,,0,0,0,0,-14.46,-4.72,-1.37,-4.49,,2.5,0.4,3.75,3.65,-10553.57143,-17349.24,-12654.144,0,0,0.47,
+17/02/2009,0,1.2,6.8,3.6,0,,0,0,0,0,-14.4,-4.75,-1.36,-4.42,,4.1,1.6,5.3,3.75,-10553.57143,-17349.24,-12654.144,0,0,0.42,
+18/02/2009,0,2,0.2,0,0,,0,0,0,0.2,-14.39,-4.83,-1.39,-4.11,,5.2,-0.1,4,5.35,-10553.57143,-17349.24,-12654.144,0,0,0.36,
+19/02/2009,0,0,0,0,0,,0,0,0,0,-14.42,-4.89,-1.44,-4.41,,1.3,-1,2.35,2.8,-10553.57143,-17349.24,-12654.144,0,0,0.39,
+20/02/2009,0,0,0,0.2,0,,0,0,0,0,-14.46,-4.96,-1.46,-4.64,,1.55,1.1,4.15,2.55,-10553.57143,-17349.24,-12654.144,0,0,0.38,
+21/02/2009,0,0,0,0,0,,0,0.2,0,0,-14.44,-5.03,-1.56,-4.63,,5.5,4.35,7.25,5.2,-10553.57143,-17349.24,-12654.144,0,0,0.32,
+22/02/2009,0,0,0,0,0,,0,0,0,0,-14.4,-4.99,-1.54,-4.62,,6.2,4.05,6.9,6.7,-10025.89286,-16481.778,-12021.4368,0,0,0.3,
+23/02/2009,0,0,0.4,0.2,0,,0,0,0,0,-14.34,-5.01,-1.54,-4.56,,6.95,4.65,7.3,7.45,-10553.57143,-17349.24,-12654.144,0,0,0.34,
+24/02/2009,0,0.2,0,0,0,,0,0,0,0,-14.37,-5.03,-1.58,-4.52,,5.9,4.85,8,6.75,-10553.57143,-17349.24,-12654.144,0,0,0.34,
+25/02/2009,0,0,0,0,0.2,,0.4,0,0.4,0,-14.44,-5.15,-1.62,-4.61,,9.3,3.25,7.95,8.6,-10553.57143,-17349.24,-12654.144,0,0,0.32,
+26/02/2009,0,0,0,0,0,,0,0,0,0.2,-14.41,-4.6,-1.62,-4.65,,5.7,4.15,7.05,7.1,-10553.57143,-17349.24,-12654.144,0,0,0.32,
+27/02/2009,0,0,0.2,0,0,,0,0,0,0,-14.37,-4.54,-1.64,-4.62,,8.55,5.8,10.3,8.2,-10553.57143,-17349.24,-12654.144,0,0,0.29,
+28/02/2009,0,0,0,0.2,0,,0,0,0,0,-14.39,-4.63,-1.67,-4.64,,7.85,7.05,10.1,9,-10553.57143,-17349.24,-12654.144,0,0,0.29,
+01/03/2009,0.8,5.2,25.6,10.6,0.8,,0.6,0,10.2,1.8,-14.34,-4.96,-1.66,-4.65,,11.75,5.45,9.4,11.55,-8994.354839,-16073.99019,-11407.74808,0,0,0.28,
+02/03/2009,10.2,11.2,0.8,2,8.8,,11.6,1,1.8,18.4,-14.34,-4.82,-1.65,-4.55,,10,5.8,10.4,10.15,-9467.741935,-16919.98968,-12008.15587,0,0,0.33,
+03/03/2009,1,0.2,12,6.6,1,,1.6,3.2,2.8,1,-14.33,-4,-1.63,-4.57,,11.2,5.5,9.9,11.75,-9467.741935,-16919.98968,-12008.15587,0,0,0.33,
+04/03/2009,9,30.8,73.4,50.2,19.8,,17.8,0.6,53,16.4,-14.19,,-1.11,-4.45,,9.6,5.55,9.4,10.3,-9467.741935,-16919.98968,-12008.15587,0,0,0.46,
+05/03/2009,70.2,41.8,49.4,35.6,53.8,,58.6,2.6,30.8,85.6,-14.03,,-0.61,-4.16,,9.3,4.15,8.55,9.15,-9467.741935,-16919.98968,-12008.15587,0,0,0.98,
+06/03/2009,11.2,25.2,0.4,0,16.2,,14,1.4,0.8,23.6,-14.1,,-0.76,-4.09,,5.9,4,8.5,6.7,-9467.741935,-16919.98968,-12008.15587,0,0,0.78,
+07/03/2009,0,0.2,0,0.2,0,,0,0.2,0,0.2,-14.18,,-0.96,-4.17,,8,6.85,10.55,9.05,-9467.741935,-16919.98968,-12008.15587,0,0,0.61,
+08/03/2009,0,0,0,0,0,,0,1.2,0,0,-14.24,,-1.11,-4.23,,9.45,7.8,11.1,10.05,-8994.354839,-16073.99019,-11407.74808,0,0,0.52,
+09/03/2009,0,0,0,0,0,,0,0,0,0,-14.24,,-1.2,-4.2,,12.35,7.8,12.05,12.15,-9467.741935,-16919.98968,-12008.15587,0,0,0.47,
+10/03/2009,0,0,0,0.2,0,,0,0.4,0.2,0,-14.3,,-1.27,-4.25,,9.3,5.9,9.35,10.5,-9467.741935,-16919.98968,-12008.15587,0,0,0.44,
+11/03/2009,0.2,0.8,0,0.2,0.4,,0.2,0,0.2,0.4,-14.28,,-1.34,-4.24,,10.4,6.6,10.45,10.4,-9467.741935,-16919.98968,-12008.15587,0,0,0.41,
+12/03/2009,0.2,0,0,0,0.2,,0,0,0,0,-14.34,,-1.41,-4.26,,10.65,5.1,9.5,8.95,-9467.741935,-16919.98968,-12008.15587,0,0,0.4,
+13/03/2009,0,0,0,0,0,,0,0.8,0,0,-14.32,,-1.46,-4.28,,9.3,6,9.3,9.8,-9467.741935,-16919.98968,-12008.15587,0,0,0.38,
+14/03/2009,0,0,0,0,0,,0,0,0,0,-14.31,,-1.51,-4.33,,9.55,8.1,11.45,10.4,-9467.741935,-16919.98968,-12008.15587,0,0,0.35,
+15/03/2009,0,0,0.4,0,0,,0,0,0,0,-14.31,,-1.55,-4.37,,11.85,8.3,11.95,11.5,-8994.354839,-16073.99019,-11407.74808,0,0,0.33,
+16/03/2009,0,2,0.8,0,0,,0,0,0,0,-14.34,,-1.6,-4.38,,13.5,9.25,13,13.9,-9467.741935,-16919.98968,-12008.15587,0,0,0.35,
+17/03/2009,0,0,0,0,0,,0,1,0,0,-14.35,,-1.64,-4.42,,10.7,8.85,12.7,11.7,-9467.741935,-16919.98968,-12008.15587,0,0,0.36,
+18/03/2009,0,0,0,0,0,,0,0,0,0,-14.33,,-1.67,-4.43,,11,10.9,12.6,12.05,-9467.741935,-16919.98968,-12008.15587,0,0,0.35,
+19/03/2009,0,0,4.4,0,0,,0,0,0,0,-14.27,,-1.67,-4.42,,13.15,6.5,11.65,14.05,-9467.741935,-16919.98968,-12008.15587,0,0,0.34,
+20/03/2009,0,0,0.8,0,0,,0,0,0,0,-14.27,,-1.69,-4.41,,11.85,2.1,9,12.75,-9467.741935,-16919.98968,-12008.15587,0,0,0.31,
+21/03/2009,0,0,0,0,0,,0,0,0,0,-14.28,,-1.71,-4.46,,7.85,1.3,5.35,7.7,-9467.741935,-16919.98968,-12008.15587,0,0,0.3,
+22/03/2009,0,0,0.2,0,0,,0,0,0,0,-14.27,,-1.73,-4.5,,3.6,4.8,6.25,5.05,-8994.354839,-16073.99019,-11407.74808,0,0,0.28,
+23/03/2009,0,0,0,0,0,,0,0.2,0,0,-14.23,,-1.76,-4.5,,8.25,6.4,9.4,9.55,-9467.741935,-16919.98968,-12008.15587,0,0,0.32,
+24/03/2009,0,0,6.2,2.8,0,,0,0,0.6,0,-14.13,,-1.77,-4.49,,11.55,4,8.5,11.35,-9467.741935,-16919.98968,-12008.15587,0,0,0.31,
+25/03/2009,0.6,1,5.6,0.2,0.6,,0.6,0,0,5.4,-14.17,,-1.76,-4.51,,6.7,4.95,8.3,7.45,-9467.741935,-16919.98968,-12008.15587,0,0,0.29,
+26/03/2009,0,0,0,0,0,,0,0,0,0,-14.18,,-1.75,-4.61,,10.1,6.95,10.7,10.2,-9467.741935,-16919.98968,-12008.15587,0,0,0.3,
+27/03/2009,0.4,0.8,0,0,0.4,,0.2,0,2.2,0.4,-14.19,,-1.81,-4.67,,10.55,7.7,10.15,11.15,-9467.741935,-16919.98968,-12008.15587,0,0,0.3,
+28/03/2009,1.6,0,15.4,11.6,1.2,,1,1.2,19.6,1.2,-14.15,,-1.78,-4.69,,10.75,6.6,10.35,11.3,-9467.741935,-16919.98968,-12008.15587,0,0,0.3,
+29/03/2009,46,34.2,55.2,48.2,46.2,,47.2,7,79.2,54.8,-14.07,,-1.34,-4.6,,12.05,8.55,11.8,12.2,-8994.354839,-16073.99019,-11407.74808,0,0,0.61,
+30/03/2009,59.8,40.4,4.8,4,56.8,,68.6,10.4,18,74.6,-14.14,,-0.91,-4.48,,12.75,9.8,14.8,12.65,-9467.741935,-16919.98968,-12008.15587,0,0,1.1,
+31/03/2009,0,0,25.2,14.4,0,,0.2,4.4,14.4,0.2,-14.14,,-1.07,-4.44,,14.3,9.15,14.25,14.3,-9467.741935,-16919.98968,-12008.15587,0,0,0.76,
+01/04/2009,21.8,14.6,34.6,26,15.6,,16.2,41,9.8,23.4,-14.12,,-0.91,-4.38,,14.3,10.5,14.8,15.35,-9150,-15698.88,-12694.752,0,0,0.74,
+02/04/2009,20.4,26.8,4.6,5.8,21.4,,23.6,17.4,12,30.2,-14.13,,-0.74,-4.25,,14.85,8.65,14,15.5,-9150,-15698.88,-12694.752,0,0,0.78,
+03/04/2009,0,0,0,0.2,0,,0,0.6,0,0.4,-14.15,,-0.95,-4.22,,12.7,9.65,13.9,13.15,-9150,-15698.88,-12694.752,0,0,0.69,
+04/04/2009,0,0,0,0,0,,0,0,0,0,-14.13,,-1.13,-4.24,,13.3,10.1,12.75,14.25,-9150,-15698.88,-12694.752,0,0,0.6,
+05/04/2009,0,0,0,0,0,,0,3,2.2,0,-14.12,,-1.21,-4.22,,14.35,10.45,14.45,14.2,-8692.5,-14913.936,-12060.0144,0,0,0.54,
+06/04/2009,12.2,0,0,0.2,0.4,,1.8,5,0,0.8,-14.1,,-1.31,-4.17,,15.15,11.65,13.3,14.7,-9150,-15698.88,-12694.752,0,0,0.51,
+07/04/2009,0,0,0,0,0,,0,0.6,0,0,-14.09,,-1.38,-4.17,,15,11.1,15,16.1,-9150,-15698.88,-12694.752,0,0,0.49,
+08/04/2009,0,0,0,0,0,,0,0,0,0,-14.1,,-1.45,-4.19,,14,10.25,14.2,14.9,-9150,-15698.88,-12694.752,0,0,0.46,
+09/04/2009,0,0,0,0,0,,0,0.2,6.8,0,-14.09,,-1.5,-4.19,,13.35,13.05,16.8,13.7,-9150,-15698.88,-12694.752,0,0,0.46,
+10/04/2009,0,0,0,0,0,,0.2,0,1.4,0,-14.06,,-1.58,-4.23,,16.6,12.75,16.75,17.7,-9150,-15698.88,-12694.752,0,0,0.45,
+11/04/2009,0,0,0,0,0,,0,4.4,0,0,-14.04,,-1.64,-4.24,,17.5,12.4,17.3,18.35,-9150,-15698.88,-12694.752,0,0,0.43,
+12/04/2009,0,0,0,0,0,,0,1,0,0,-13.99,,-1.66,-4.24,,16.95,13.3,17.75,17.85,-8692.5,-14913.936,-12060.0144,0,0,0.41,
+13/04/2009,0,0,0,0,0,,0,0.2,0,0,-13.96,,-1.71,-4.18,,17.45,13.65,17.1,17.75,-9150,-15698.88,-12694.752,0,0,0.41,
+14/04/2009,0,0,0,0,0,,0,0,0.6,0,-14,,-1.74,-4.23,,15.75,12,16.15,17.5,-9150,-15698.88,-12694.752,0,0,0.4,
+15/04/2009,1.6,0,0,0,1,,1.6,0,0,1.4,-14.03,,-1.77,-4.34,,15.95,13.1,15.6,17.25,-9150,-15698.88,-12694.752,0,0,0.39,
+16/04/2009,3.6,2.4,27.6,16,1.8,,2,0,19.6,3,-14.04,,-1.75,-4.37,,16.55,9.85,11.8,17.55,-9150,-15698.88,-12694.752,0,0,0.39,
+17/04/2009,22.4,31.8,1.4,0.8,30,,32.2,1.4,11.4,38.4,-14.02,,-1.63,-4.35,,12.45,8.9,13.9,12.8,-9150,-15698.88,-12694.752,0,0,0.45,
+18/04/2009,11.4,0.8,7,6,21.2,,35.4,4,17.6,21,-14.02,,-1.67,-4.4,,13.25,7.15,12.75,14.25,-9150,-15698.88,-12694.752,0,0,0.5,
+19/04/2009,4.2,6.2,10.8,8.6,5,,4.6,13,9.2,4,-14.01,,-1.66,-4.4,,12.65,8.6,14.5,12.9,-8692.5,-14913.936,-12060.0144,0,0,0.47,
+20/04/2009,6.8,9,1.8,1.2,5.4,,7.2,20.2,1.8,6.6,-14.01,,-1.61,-4.39,,14.7,10.25,15.6,15.2,-9150,-15698.88,-12694.752,0,0,0.5,
+21/04/2009,0.2,0,0,0,0,,0.2,17.8,0.8,0.4,-13.99,,-1.64,-4.42,,17.1,11.6,16.1,16.95,-9150,-15698.88,-12694.752,0,0,0.49,
+22/04/2009,0,0.4,0,0,0,,0,13,0,0,-13.99,,-1.65,-4.44,,18.65,13.7,17.9,19.3,-9150,-15698.88,-12694.752,0,0,0.48,
+23/04/2009,0,0,0,0.2,0,,0,0,0.4,0,-14,,-1.69,-4.5,,14.75,11.8,15.6,16.95,-9150,-15698.88,-12694.752,0,0,0.47,
+24/04/2009,4.2,0,0,0,4.8,,6,1,0,9.2,-14.03,,-1.75,-4.54,,15.75,9.95,13.7,16.85,-9150,-15698.88,-12694.752,0,0,0.45,
+25/04/2009,0,0,0,0,0,,0,0,0,0,-14.03,,-1.77,-4.6,,12.65,11,15.3,14.15,-9150,-15698.88,-12694.752,0,0,0.4,
+26/04/2009,0.2,0,12.4,9.4,0,,0,0,12,0.2,-14,,-1.74,-4.59,,17.45,10,13.45,18.4,-8692.5,-14913.936,-12060.0144,0,0,0.39,
+27/04/2009,23,13.2,2,1.6,12,,12.8,5.8,7,19,-13.92,,-1.71,-4.53,,13.65,11.4,15.3,14.15,-9150,-15698.88,-12694.752,0,0,0.46,
+28/04/2009,12.4,1.8,11.4,0.4,6.2,,9.2,6.4,1.8,7.4,-13.92,,-1.74,-4.55,,16.1,9.4,16.25,15.4,-9150,-15698.88,-12694.752,0,0,0.47,
+29/04/2009,2.6,1.2,6.6,12.4,1.4,,3.8,4.2,18.4,1.6,-13.96,,-1.75,-4.59,,16.4,6,12.1,18.2,-9150,-15698.88,-12694.752,0,0,0.45,
+30/04/2009,20.6,1.4,0,3.4,11.2,,11.8,1,0.2,12.6,-13.98,,-1.75,-4.63,,11.95,7.7,13.6,12.35,-9150,-15698.88,-12694.752,0,0,0.52,
+01/05/2009,0,0,0,0,0,,0,5.6,0,0.2,-13.99,,-1.79,-4.65,,13.55,14.05,17.5,14.8,-10474.31535,-15958.08,-13264.992,0,0,0.48,
+02/05/2009,0,0,0,0,0,,0,0,0.2,0,-14.01,,-1.83,-4.69,,16.05,13.55,18.2,17.95,-10474.31535,-15958.08,-13264.992,0,0,0.46,
+03/05/2009,0,0.2,0,0.2,0.2,,0,3,0,0,-14.02,,-1.84,-4.7,,17.55,11.55,15.5,18.8,-9950.599587,-15160.176,-12601.7424,0,0,0.45,
+04/05/2009,0,0,0,0,0,,0,0,7.6,0,-14,,-1.85,-4.71,,14.95,13.3,16.4,16.85,-10474.31535,-15958.08,-13264.992,0,0,0.39,
+05/05/2009,4.2,0,0,0,1.6,,3.2,9,0,5.4,-14.01,,-1.89,-4.73,,18,11.8,17.1,18.45,-10474.31535,-15958.08,-13264.992,0,0,0.37,
+06/05/2009,0,0,0,0,0,,0,0,0,0,-14.02,,-1.88,-4.79,,14.6,11.65,15.1,15.85,-10474.31535,-15958.08,-13264.992,0,0,0.36,
+07/05/2009,0,0,0,0,0,,0,0,0,0,-14.03,,-1.9,-4.84,,15.35,13.3,15.65,15.75,-10474.31535,-15958.08,-13264.992,0,0,0.32,
+08/05/2009,0,0,0,0,0,,0,0,0,0,-14.04,,-1.92,-4.91,,15.75,14.15,16.7,16.45,-10474.31535,-15958.08,-13264.992,0,0,0.32,
+09/05/2009,0,0,0,0,0,,0,0,0,0,-14.03,,-1.97,-5.01,,17,15.05,17.6,17.85,-10474.31535,-15958.08,-13264.992,0,0,0.32,
+10/05/2009,0,0,0,0,0,,0,0,0,0,-14.03,,-2,-5.06,,17.25,15.95,18.85,18.4,-9950.599587,-15160.176,-12601.7424,0,0,0.28,
+11/05/2009,0,0,0,0,0,,0,0,0,0,-14.02,,-2,-5.08,,18.1,16.25,19.05,19.25,-10474.31535,-15958.08,-13264.992,0,0,0.33,
+12/05/2009,0,0,0,0,0,,0,0,0,0,-14.03,,-2.02,-5.19,,18.2,16.75,19.25,19.75,-10474.31535,-15958.08,-13264.992,0,0,0.31,
+13/05/2009,0,0,0,0,0,,0,0,0,0,-14.02,,-2.04,-5.24,,19.4,17.5,20.75,20.85,-10474.31535,-15958.08,-13264.992,0,0,0.3,
+14/05/2009,0,0,0,0,0,,0,0,0.8,0,-14,,-2.06,-5.25,,18.6,15.6,19.5,20.15,-10474.31535,-15958.08,-13264.992,0,0,0.31,
+15/05/2009,0.4,0.6,0.6,0,1.4,,0.4,0.8,0.2,1,-13.99,,-2.07,-5.25,,20.95,14.4,19.55,21.55,-10474.31535,-15958.08,-13264.992,0,0,0.3,
+16/05/2009,0,0,0,0,0,,0.2,0.8,0,0,-14.01,,-2.11,-5.29,,19.25,17.35,21.85,19.55,-10474.31535,-15958.08,-13264.992,0,0,0.26,
+17/05/2009,0,0,0,0,0,,0,0.2,0,0,-14.04,,-2.14,-5.35,,21.65,18.35,21.65,22.5,-9950.599587,-15160.176,-12601.7424,0,0,0.26,
+18/05/2009,0,0,0,0,0,,0,0,0,0,-14.05,,-2.16,-5.38,,21.2,17.1,19,22.75,-10474.31535,-15958.08,-13264.992,0,0,0.27,
+19/05/2009,0,0,0,0,0,,0,0,0,0,-14.07,,-2.18,-5.43,,18.9,17.4,19.15,19.75,-10474.31535,-15958.08,-13264.992,0,0,0.27,
+20/05/2009,0,0,0,0,0,,0,0,0,0,-14.08,,-2.2,-5.5,,19.85,18.5,20.25,20.8,-10474.31535,-15958.08,-13264.992,0,0,0.26,
+21/05/2009,0,0,0,0,0,,0,0,0,0,-14.08,,-2.24,-5.59,,21.35,20.5,22.7,22.15,-10474.31535,-15958.08,-13264.992,0,0,0.26,
+22/05/2009,0,0,0,0,0,,0,0,0,0,-14.08,,-2.27,-5.64,,22.45,19.6,21.85,23.25,-10474.31535,-15958.08,-13264.992,0,0,0.25,
+23/05/2009,0,0,0,0,0,,0,0,0,0,-14.08,,-2.28,-5.69,,22.3,20.95,22.35,22.75,-10474.31535,-15958.08,-13264.992,0,0,0.22,
+24/05/2009,0,0,0,0,0,,0,0,0,0,-14.09,,-2.28,-5.75,,22.7,22.8,24.25,23.8,-9950.599587,-15160.176,-12601.7424,0,0,0.22,
+25/05/2009,0,0,0,0,0,,0,0,0,0,-14.09,,-2.3,-5.76,,23.85,24,24.95,24.9,-10474.31535,-15958.08,-13264.992,0,0,0.23,
+26/05/2009,0,0,0,0,0,,0,0,0,0,-14.07,,-2.34,-5.87,,24.55,20.1,24.1,25.25,-10474.31535,-15958.08,-13264.992,0,0,0.22,
+27/05/2009,0,0,33,25.6,0,,0,0,0.8,0,-14.09,,-2.35,-5.91,,23.6,14.75,21.55,25.65,-10474.31535,-15958.08,-13264.992,0,0,0.22,
+28/05/2009,6.6,0.6,0,0.2,5.2,,5.8,20.2,0,7.6,-14.12,,-2.31,-5.87,,20,16.4,20.8,20.85,-10474.31535,-15958.08,-13264.992,0,0,0.21,
+29/05/2009,0,0,0,0,0,,0,0,0,0,-14.11,,-2.3,-5.88,,18.7,15.05,20.3,21.3,-10474.31535,-15958.08,-13264.992,0,0,0.21,
+30/05/2009,0,0,0,0,0,,0,0.8,0,0,-14.11,,-2.34,-5.9,,20.4,13.6,18.5,22.1,-10474.31535,-15958.08,-13264.992,0,0,0.19,
+31/05/2009,1.8,0,11.4,5.2,0,,0.2,2.6,7,0.4,-14.1,,-2.34,-5.87,,18.45,11.85,16.7,19.95,-9950.599587,-15160.176,-12601.7424,0,0,0.19,
+01/06/2009,5.8,11.4,10,3.2,5.6,,4.4,11.8,1.8,5.2,-14.05,,-2.29,-5.7,,17.45,10.7,16.15,17.5,-11223.33333,-15958.08,-12777.696,0,0,0.22,
+02/06/2009,0.2,2.4,0,0.2,2.2,,1.4,27,0.2,2.2,-14.03,,-2.22,-5.62,,16.6,14.25,19.3,17.05,-11223.33333,-15958.08,-12777.696,0,0,0.2,
+03/06/2009,0,0,0,0,0,,0,0,0,0,-14.04,,-2.32,-5.62,,19.5,14.95,18.85,20.9,-11223.33333,-15958.08,-12777.696,0,0,0.2,
+04/06/2009,0,0,0,0,0,,0,3.4,0,0,-14.03,,-2.32,-5.8,,19.9,15.1,20.1,20.4,-11223.33333,-15958.08,-12777.696,0,0,0.18,
+05/06/2009,0,0,0.4,0,0,,0,0.4,0.2,0,-14.02,,-2.36,-5.88,,20.6,16.05,20.2,21.95,-11223.33333,-15958.08,-12777.696,0,0,0.19,
+06/06/2009,0.6,0.8,12.2,7.6,0.6,,0.6,0.2,10.4,2.4,-13.99,,-2.35,-5.91,,21.3,14.95,20.7,22.25,-11223.33333,-15958.08,-12777.696,0,0,0.19,
+07/06/2009,11,0.2,1.6,2.6,1.6,,1.4,1.6,0,2,-14.01,,-2.31,-5.89,,21.85,13.6,19.35,22.5,-10662.16667,-15160.176,-12138.8112,0,0,0.21,
+08/06/2009,0.4,3.2,0.2,0,0,,0,0,0,0,-14.04,,-2.33,-5.87,,18.25,15.6,19.8,19.45,-11223.33333,-15958.08,-12777.696,0,0,0.23,
+09/06/2009,0,0,0,0,0,,0,0.2,0,0,-14.06,,-2.33,-5.93,,20.75,15.5,19.9,21.9,-11223.33333,-15958.08,-12777.696,0,0,0.18,
+10/06/2009,0,0,0,0,0,,0,0.2,0,0,-14.09,,-2.33,-6,,20.6,14.6,19.75,22.25,-11223.33333,-15958.08,-12777.696,0,0,0.19,
+11/06/2009,0,0,0.2,0,0,,0,0,0,0,-14.09,,-2.33,-6.07,,19.2,15.2,19.55,20.3,-11223.33333,-15958.08,-12777.696,0,0,0.19,
+12/06/2009,0,0,0,0,0,,0,0,0,0,-14.08,,-2.34,-6.11,,20.85,17.7,21.95,22.3,-11223.33333,-15958.08,-12777.696,0,0,0.19,
+13/06/2009,0,0,0,0,0,,0,0,0,0,-14.09,,-2.4,-6.18,,21.45,19.9,21.65,22.65,-11223.33333,-15958.08,-12777.696,0,0,0.18,
+14/06/2009,0,0,0,0,0,,0,0,0,0,-14.11,,-2.42,-6.25,,22.4,20.7,22.9,23.2,-10662.16667,-15160.176,-12138.8112,0,0,0.18,
+15/06/2009,0,0,0,0,0,,0,0,0,0,-14.12,,-2.47,-6.25,,23.65,20.4,23.8,24.5,-11223.33333,-15958.08,-12777.696,0,0,0.18,
+16/06/2009,0,0,0,0,0,,0,0,0,0,-14.12,,-2.49,-6.34,,23.25,19.9,22.4,24.1,-11223.33333,-15958.08,-12777.696,0,0,0.18,
+17/06/2009,0,0,0,0,0,,0,0,0,0,-14.13,,-2.52,-6.41,,24.65,20.4,24.65,24.9,-11223.33333,-15958.08,-12777.696,0,0,0.18,
+18/06/2009,0,0,0,0,0,,0,1,0,0,-14.13,,-2.52,-6.44,,22.75,21.25,25.1,24.25,-11223.33333,-15958.08,-12777.696,0,0,0.18,
+19/06/2009,0,0,0,0,0,,0,0,0,0,-14.12,,-2.54,-6.48,,24.85,19.95,23.6,26.1,-11223.33333,-15958.08,-12777.696,0,0,0.16,
+20/06/2009,13.2,0,0,0.2,3.6,,6.4,19.2,21.4,4.8,-14.09,,-2.54,-6.51,,25.45,17.55,21.9,26.55,-11223.33333,-15958.08,-12777.696,0,0,0.21,
+21/06/2009,9.8,14.8,23.6,10.4,2.4,,8.2,18,4.4,11.2,-14.1,,-2.47,-6.5,,21.45,13.95,20.3,22.15,-10662.16667,-15160.176,-12138.8112,0,0,0.18,
+22/06/2009,0,0,2.6,10.2,0,,0,0,1.6,0,-14.12,,-2.38,-6.54,,19.05,12.7,18.45,20.2,-11223.33333,-15958.08,-12777.696,0,0,0.18,
+23/06/2009,0.2,2,0,0,6.2,,2.6,13.4,0,6.8,-14.11,,-2.37,-6.5,,18.8,14.4,18.85,20.3,-11223.33333,-15958.08,-12777.696,0,0,0.16,
+24/06/2009,0,0,0,0,0,,0,0.6,0,0,-14.1,,-2.4,-6.54,,19.8,15.25,20,21.35,-11223.33333,-15958.08,-12777.696,0,0,0.16,
+25/06/2009,0,0,0.8,0,0,,0,0,0,0,-14.11,,-2.4,-6.55,,21.35,15.6,21,22.85,-11223.33333,-15958.08,-12777.696,0,0,0.16,
+26/06/2009,0,6.8,3.4,1.4,0,,0,0,0.6,0,-14.11,,-2.42,-6.56,,21.75,15.6,21.2,22.5,-11223.33333,-15958.08,-12777.696,0,0,0.17,
+27/06/2009,1.8,0,2.6,0,0,,0,17.8,1.2,0,-14.11,,-2.43,-6.56,,22.2,16.55,21.05,22.8,-11223.33333,-15958.08,-12777.696,0,0,0.16,
+28/06/2009,0.8,0,0.2,0,0,,0,2.2,2.8,0.4,-14.12,,-2.45,-6.58,,21.4,17.45,22.35,22.9,-10662.16667,-15160.176,-12138.8112,0,0,0.16,
+29/06/2009,0,0,0,0,0,,0,0,7.8,0.4,-14.13,,-2.47,-6.6,,23.05,18.2,23.2,24.25,-11223.33333,-15958.08,-12777.696,0,0,0.17,
+30/06/2009,7,0,0,0,2,,4.2,1.2,4.4,1,-14.15,,-2.51,-6.66,,23.85,20.85,24.95,24.9,-11223.33333,-15958.08,-12777.696,0,0,0.18,
+01/07/2009,0,0,1,0,0.2,,2,0.2,0,0,-14.16,,-2.53,-6.63,,24.6,21.05,25.3,25.9,-11775.20929,-16375.20645,-13241.80645,0,0,0.17,
+02/07/2009,0,0,0.2,10.6,0,,0,0,0,6,-14.16,,-2.54,-6.68,,24.85,21.05,25.55,26.2,-11775.20929,-16375.20645,-13241.80645,0,0,0.17,
+03/07/2009,0.4,0,0,0,0,,0,3.6,0.4,0,-14.14,,-2.59,-6.72,,25.2,19.45,23.85,26.35,-11775.20929,-16375.20645,-13241.80645,0,0,0.16,
+04/07/2009,0,0,0,0,0,,0,0.4,0,0,-14.13,,-2.6,-6.76,,24.1,19.85,24.25,25.95,-11775.20929,-16375.20645,-13241.80645,0,0,0.16,
+05/07/2009,0,0,0,0,0,,0,8,11.4,0,-14.12,,-2.6,-6.79,,26.1,19.5,25.25,26.45,-11186.44883,-15556.44613,-12579.71613,0,0,0.17,
+06/07/2009,16,0.8,6,2.2,9,,9.8,18.2,19,11.8,-14.12,,-2.56,-6.77,,25.75,18.65,24.25,27.45,-11775.20929,-16375.20645,-13241.80645,0,0,0.18,
+07/07/2009,2.4,21.6,0,0,0.4,,3,0.2,0,1.8,-14.13,,-2.53,-6.81,,23.75,20.05,24.1,25.2,-11775.20929,-16375.20645,-13241.80645,0,0,0.18,
+08/07/2009,0,0,0,0,1.2,,1,0,0,0,-14.15,,-2.55,-6.83,,25.05,18.1,21.35,26.3,-11775.20929,-16375.20645,-13241.80645,0,0,0.17,
+09/07/2009,0,0,0,0,0,,0,0,0,0,-14.18,,-2.59,-6.86,,21.45,18.15,21.2,22.45,-11775.20929,-16375.20645,-13241.80645,0,0,0.16,
+10/07/2009,0,0,0,0,0,,0,0,0,0,-14.19,,-2.63,-6.9,,21.5,15.95,21.1,22.3,-11775.20929,-16375.20645,-13241.80645,0,0,0.16,
+11/07/2009,0,0,0,0,0,,0,0,5,0,-14.2,,-2.7,-6.96,,20.5,17.8,21.9,21.5,-11775.20929,-16375.20645,-13241.80645,0,0,0.16,
+12/07/2009,10.4,0,0,0,7.4,,9,4.4,0,9.6,-14.22,,-2.75,-6.94,,22.1,17.5,21.55,23.8,-11186.44883,-15556.44613,-12579.71613,0,0,0.16,
+13/07/2009,0,0,0,0,0,,0,0,0,0,-14.23,,-2.74,-6.95,,22.4,18.7,23.15,23.25,-11775.20929,-16375.20645,-13241.80645,0,0,0.17,
+14/07/2009,0,0,0,0,0,,0,0,0,0,-14.24,,-2.73,-7,,23.9,22.1,25.6,24.35,-11775.20929,-16375.20645,-13241.80645,0,0,0.16,
+15/07/2009,0,0,0,0,0,,0,0,0,0,-14.26,,-2.76,-7.11,,25.5,22.05,25.6,26.25,-11775.20929,-16375.20645,-13241.80645,0,0,0.16,
+16/07/2009,0,0,0,0,0,,0,0,0,0,-14.28,,-2.82,-7.13,,24.6,23.65,26.1,25.9,-11775.20929,-16375.20645,-13241.80645,0,0,0.17,
+17/07/2009,0,0,0,0,0,,0,0,0.2,0,-14.25,,-2.86,-7.19,,26.1,20.7,25.4,26.7,-11775.20929,-16375.20645,-13241.80645,0,0,0.17,
+18/07/2009,4,0.2,0,0.4,1,,2.8,2,2.4,11.8,-14.24,,-2.86,-7.21,,26.6,14.65,20.25,26.75,-11775.20929,-16375.20645,-13241.80645,0,0,0.13,
+19/07/2009,0,0,0,0,0,,0,0,0,0,-14.3,,-2.84,-7.24,,20.1,16.9,21.4,20.55,-11186.44883,-15556.44613,-12579.71613,0,0,0.14,
+20/07/2009,0,0,0,0,0,,0,0,0,0,-14.32,,-2.85,-7.25,,21.65,16.9,21.25,22.45,-11775.20929,-16375.20645,-13241.80645,0,0,0.14,
+21/07/2009,0,0,0,0,0,,0,0,0,0,-14.32,,-2.84,-7.27,,21.1,19.1,22.7,22.55,-11775.20929,-16375.20645,-13241.80645,0,0,0.15,
+22/07/2009,0,0,0,0,0,,0,0,0,0,-14.32,,-2.9,-7.32,,22.65,22.4,24.45,23.65,-11775.20929,-16375.20645,-13241.80645,0,0,0.14,
+23/07/2009,0,0,0,0,0,,0,0,0,0,-14.29,,-2.94,-7.34,,25.15,24.1,27,26,-11775.20929,-16375.20645,-13241.80645,0,0,0.13,
+24/07/2009,0,0,0,0,0,,0,0,0,0,-14.31,,-2.96,-7.38,,27.2,21.3,0,29.2,-11775.20929,-16375.20645,-13241.80645,0,0,0.14,
+25/07/2009,0,0,0,0,0,,0,0,0,0,-14.32,,-2.98,-7.43,,27.15,20,0,27.6,-11775.20929,-16375.20645,-13241.80645,0,0,0.14,
+26/07/2009,0,0,0,0,0,,0,0,0,0,-14.35,,-3.01,-7.51,,23.55,21.65,0,25.15,-11186.44883,-15556.44613,-12579.71613,0,0,0.13,
+27/07/2009,0,0,0,0,0,,0,0,0,0,-14.35,,-3.02,-7.53,,25.15,22.05,0,26.3,-11775.20929,-16375.20645,-13241.80645,0,0,0.13,
+28/07/2009,0,0,0,0,0,,0,0,0,0,-14.36,,-3.03,-7.52,,25.15,21.05,0,26.45,-11775.20929,-16375.20645,-13241.80645,0,0,0.11,
+29/07/2009,0,0,0,0,0,,0,0,0,0,-14.37,,-3.05,-7.54,,23.45,23.2,0,24.8,-11775.20929,-16375.20645,-13241.80645,0,0,0.11,
+30/07/2009,0,0,0,0,0,,0,0,0,0,-14.38,,-3.1,-7.53,,25.55,23.1,0,26.8,-11775.20929,-16375.20645,-13241.80645,0,0,0.11,
+31/07/2009,0,0,0,0,0,,0,0,0,0,-14.39,,-3.14,-7.58,,26.25,23,0,26.2,-11775.20929,-16375.20645,-13241.80645,0,0,0.11,
+01/08/2009,0,0,0,0,0,,0,0,0,0,-14.38,,-3.16,-7.6,,24.6,22.25,0,25.85,-12420.37058,-16061.76,-12334.464,0,0,0.11,
+02/08/2009,0,0,0,0,0,,0,0,0,0,-14.38,,-3.15,-7.62,,23.9,21.5,0,24.25,-11799.35205,-15258.672,-11717.7408,0,0,0.11,
+03/08/2009,32.6,0,0,0,0,,1.4,0.8,2,12.8,-14.38,,-3.13,-7.62,,26.6,17.2,0,27.6,-12420.37058,-16061.76,-12334.464,0,0,0.11,
+04/08/2009,0,0,0,0,0,,0,2,0,0.2,-14.39,,-3.08,-7.72,,23.3,17.35,0,24.05,-12420.37058,-16061.76,-12334.464,0,0,0.11,
+05/08/2009,0,0,0,0,0,,0,0,0,0,-14.41,,-3.12,-7.8,,22.65,20.45,0,23.8,-12420.37058,-16061.76,-12334.464,0,0,0.1,
+06/08/2009,0,0,0,0,0,,0,0,0,0,-14.41,,-3.11,-7.88,,24.85,21.45,0,25.1,-12420.37058,-16061.76,-12334.464,0,0,0.1,
+07/08/2009,0,0,0,0,0,,0,0,0,0,-14.4,,-3.17,-7.96,,24.8,21.75,0,25.85,-12420.37058,-16061.76,-12334.464,0,0,0.1,
+08/08/2009,0,0,0,0,0,,0,0,0,0,-14.4,,-3.17,-8.06,,25.55,22.35,0,26.45,-12420.37058,-16061.76,-12334.464,0,0,0.11,
+09/08/2009,0,0,0,0,0,,0,8.2,0,0,-14.4,,-3.12,-8.01,,26.9,21.55,0,27.3,-11799.35205,-15258.672,-11717.7408,0,0,0.11,
+10/08/2009,0.6,0,0,0,0,,0,1.4,0,0,-14.42,,-3.1,-8,,25.95,19.55,0,26.5,-12420.37058,-16061.76,-12334.464,0,0,0.11,
+11/08/2009,0,0,0,0,0,,0,0,0.4,0,-14.42,-5.99,-3.11,-8.05,,25.1,19.15,0,26.2,-12420.37058,-16061.76,-12334.464,0,0,0.1,
+12/08/2009,0,0,0,0,0,,0,0,0,0,-14.42,-5.92,-3.12,-8.07,,24.15,22.95,0,25.5,-12420.37058,-16061.76,-12334.464,0,0,0.09,
+13/08/2009,0,0,0,0,0,,0,0,0,0,-14.42,-5.84,-3.14,-8.05,,26.8,22.55,0,27.3,-12420.37058,-16061.76,-12334.464,0,0,0.1,
+14/08/2009,0,0,0,0,0,,0,0,0,0,-14.43,-5.8,-3.13,-7.99,,25.6,21.05,0,26.15,-12420.37058,-16061.76,-12334.464,0,0,0.1,
+15/08/2009,0.6,0,0,0,0,,0,24.8,0,0.2,-14.45,-5.67,-3.14,-8,,25.4,23.4,0,26.2,-12420.37058,-16061.76,-12334.464,0,0,0.09,
+16/08/2009,0,0,0,0,0,,0,0,0,0,-14.45,-5.44,-3.09,-8,,26,23.7,0,26.45,-11799.35205,-15258.672,-11717.7408,0,0,0.09,
+17/08/2009,0,0,0,0,0,,0,0,2.2,0,-14.45,-6.03,-3.06,-7.98,,25.9,24.4,0,26.5,-12420.37058,-16061.76,-12334.464,0,0,0.09,
+18/08/2009,0,0,0,0,0,,0,0.6,0,0,-14.45,,-3.1,-8.03,,27,24.3,0,27.1,-12420.37058,-16061.76,-12334.464,0,0,0.1,
+19/08/2009,0,0,0,0,0,,0,0,0.2,0,-14.47,-6.24,-3.13,-8.08,,27.6,27.2,0,27.15,-12420.37058,-16061.76,-12334.464,0,0,0.1,
+20/08/2009,0,0,0,0,0.2,,0,0,0,0,-14.48,-6.33,-3.15,-8.14,,29.5,26.6,0,29.5,-12420.37058,-16061.76,-12334.464,0,0,0.09,
+21/08/2009,0,0,0,0,0,,0,0,0,0,-14.47,-6.36,-3.18,-8.18,,28.35,26.2,0,29.45,-12420.37058,-16061.76,-12334.464,0,0,0.09,
+22/08/2009,0,0,0,0,0,,0,0,0,0,-14.47,-6.36,-3.14,-8.24,,27.45,22.65,0,27.55,-12420.37058,-16061.76,-12334.464,0,0,0.09,
+23/08/2009,0,0,0,0,0,,0,0,9,0,-14.46,-6.35,-3.14,-8.31,,27.35,23.65,0,27.3,-11799.35205,-15258.672,-11717.7408,0,0,0.1,
+24/08/2009,0,0,0,0,0,,0,0,0,0,-14.46,-6.36,-3.16,-8.37,,26.7,22.5,0,28.15,-12420.37058,-16061.76,-12334.464,0,0,0.09,
+25/08/2009,0,0,0,0,0,,0,0,0,0,-14.46,-6.38,-3.16,-8.36,,26.65,22.35,0,27.4,-12420.37058,-16061.76,-12334.464,0,0,0.09,
+26/08/2009,0,0,0,0,0,,0,0,0,0,-14.49,-6.38,-3.19,-8.42,,26.9,22.95,0,27.05,-12420.37058,-16061.76,-12334.464,0,0,0.09,
+27/08/2009,0,0,0,0,0,,0,0,0,0,-14.51,-6.4,-3.21,-8.48,,26.8,22.85,0,27,-12420.37058,-16061.76,-12334.464,0,0,0.09,
+28/08/2009,0,0,0,0,0,,0,0,0,0,-14.5,-6.43,-3.21,-8.48,,26.4,23.15,0,27.55,-12420.37058,-16061.76,-12334.464,0,0,0.09,
+29/08/2009,0,0,0,0,0,,0,0,0,0,-14.5,-6.43,-3.23,-8.5,,26.3,21.3,0,27,-12420.37058,-16061.76,-12334.464,0,0,0.08,
+30/08/2009,0,0,0,0,0,,0,1.2,0,0,-14.52,-6.4,-3.2,-8.47,,26.75,20.45,0,27,-11799.35205,-15258.672,-11717.7408,0,0,0.08,
+31/08/2009,0,0,0,0,0,,0,0.8,0,0,-14.57,-6.38,-3.25,-8.44,,23.45,21.05,0,24.85,-12420.37058,-16061.76,-12334.464,0,0,0.08,
+01/09/2009,0,0,0,0,0,,0,0,0,0,-14.58,-6.41,-3.26,-8.48,,25.95,21.55,0,26,-12334.38293,-16689.89333,-13148.352,0,0,0.08,
+02/09/2009,0,0,0,0,0,,0,0,0,0,-14.57,-6.43,-3.24,-8.44,,26.45,20.7,0,27,-12334.38293,-16689.89333,-13148.352,0,0,0.08,
+03/09/2009,0,0,4.8,1.4,0,,0,0,0,0,-14.55,-6.43,-3.2,-8.42,,25.4,19.4,0,25.9,-12334.38293,-16689.89333,-13148.352,0,0,0.07,
+04/09/2009,0.2,0,0,0,0,,0.2,0.4,0,1.2,-14.55,-6.45,-3.15,-8.41,,25.5,18.4,0,25.75,-12334.38293,-16689.89333,-13148.352,0,0,0.07,
+05/09/2009,0,0,0,0,0,,0,0,0.2,0,-14.58,-6.45,-3.16,-8.41,,24.55,18.55,0,25.4,-12334.38293,-16689.89333,-13148.352,0,0,0.06,
+06/09/2009,0,0,0,0,0,,0,0.2,0,0,-14.62,-6.43,-3.14,-8.44,,25.6,17.3,0,23.8,-11717.66379,-15855.39867,-12490.9344,0,0,0.06,
+07/09/2009,0,0,0,0,0,,0,0,0,0,-14.65,-6.41,-3.15,-8.4,,20.25,16.7,0,20.5,-12334.38293,-16689.89333,-13148.352,0,0,0.05,
+08/09/2009,0,0,0,0,0,,0,0,0,0,-14.66,-6.43,-3.17,-8.39,,20.85,17.35,0,20.7,-12334.38293,-16689.89333,-13148.352,0,0,0.06,
+09/09/2009,0,0,0,0,0,,0,0,0,0,-14.65,-6.44,-3.17,-8.38,,21.55,16.65,0,21.85,-12334.38293,-16689.89333,-13148.352,0,0,0.06,
+10/09/2009,0,0,0,0,0,,0,0,0,0,-14.66,-6.44,-3.17,-8.39,,19.95,17.5,0,20.3,-12334.38293,-16689.89333,-13148.352,0,0,0.06,
+11/09/2009,0,0,0,0,0,,0,0,0,0,-14.65,-6.46,-3.16,-8.45,,20.7,19.6,0,21.6,-12334.38293,-16689.89333,-13148.352,0,0,0.08,
+12/09/2009,0,0,0,0,0,,0,2.2,0,0,-14.62,-6.47,-3.15,-8.49,,21.3,18.35,0,22.25,-12334.38293,-16689.89333,-13148.352,0,0,0.06,
+13/09/2009,0,0,0,0,0,,0,1.6,0.2,0,-14.61,-6.44,-3.12,-8.47,,21,17.95,0,21.75,-11717.66379,-15855.39867,-12490.9344,0,0,0.06,
+14/09/2009,25.4,21.8,48,53.6,14,,30.4,12,54,50.6,-14.6,-6.45,-2.93,-8.46,,21.8,13.3,0,22.65,-12334.38293,-16689.89333,-13148.352,0,0,0.13,
+15/09/2009,29.2,19.8,30.6,13.8,22.6,,30.4,25.8,2.4,25.6,-14.61,-6.45,-2.78,,,15.65,14.9,0,15.95,-12334.38293,-16689.89333,-13148.352,0,0,0.13,
+16/09/2009,54.8,31.8,55.2,53.6,39,,51.2,29,65,52.8,-14.57,-6.36,-2.64,,,22.1,15.2,0,21.3,-12334.38293,-16689.89333,-13148.352,0,0,0.24,
+17/09/2009,26.8,23.2,1,4.4,40.6,,30.2,24,6.4,23.8,-14.59,-6.3,-2.52,,,20.35,15,0,20,-12334.38293,-16689.89333,-13148.352,0,0,0.32,
+18/09/2009,0,0,0.2,0,0,,9.4,9.8,0.4,0.2,-14.62,-6.28,-2.6,,,19.8,14.25,0,20.2,-12334.38293,-16689.89333,-13148.352,0,0,0.17,
+19/09/2009,0,0,0,0,0.2,,0,0,0,0,-14.62,-6.26,-2.62,,,20.2,16.95,0,21.2,-12334.38293,-16689.89333,-13148.352,0,0,0.11,
+20/09/2009,0,0,6.6,6.8,0,,0,0,6.4,0,-14.62,-6.24,-2.61,,,21.95,14.8,0,21.8,-11717.66379,-15855.39867,-12490.9344,0,0,0.09,
+21/09/2009,11.6,5.8,0,0,4.6,,12,36.4,0,22.4,-14.62,-6.23,-2.53,,,19.1,15.95,0,19.3,-12334.38293,-16689.89333,-13148.352,0,0,0.14,
+22/09/2009,0,0,0,0,0,,0,3,0,0,-14.64,-6.23,-2.56,,,21.35,18.65,0,21.15,-12334.38293,-16689.89333,-13148.352,0,0,0.12,
+23/09/2009,0,0,0,0,0,,0,0.2,0,0,-14.65,-6.24,-2.59,,,21.35,18.85,0,21.9,-12334.38293,-16689.89333,-13148.352,0,0,0.11,
+24/09/2009,0,0,0,0,0,,0,0.2,0,0,-14.61,-6.25,-2.64,-8.46,,21.9,18.4,0,21.5,-12334.38293,-16689.89333,-13148.352,0,0,0.1,
+25/09/2009,0,0,0,0,0,,0,0,0,0,-14.6,-6.26,-2.64,-8.36,,21.5,18.75,0,21.6,-12334.38293,-16689.89333,-13148.352,0,0,0.08,
+26/09/2009,0,0,0,0,0,,0,0,0,0,-14.61,-6.27,-2.69,-8.38,,20.75,17.55,0,21.95,-12334.38293,-16689.89333,-13148.352,0,0,0.07,
+27/09/2009,0,0,0,0,0,,0,0,0,0,-14.62,-6.26,-2.68,-8.4,,20.15,17.65,0,20.55,-11717.66379,-15855.39867,-12490.9344,0,0,0.06,
+28/09/2009,0,0,0,0,0,,0,0,0,0,-14.61,-6.27,-2.68,-8.38,,20.4,17.85,0,20.75,-12334.38293,-16689.89333,-13148.352,0,0,0.07,
+29/09/2009,0,0,0,0,0,,0,0,0,0,-14.61,-6.27,-2.68,-8.41,,20.2,16.6,0,20.7,-12334.38293,-16689.89333,-13148.352,0,0,0.08,
+30/09/2009,0,0,0,0,0,,0,0,0,0,-14.6,-6.28,-2.72,-8.39,,19.5,16.5,0,19.95,-12334.38293,-16689.89333,-13148.352,0,0,0.07,
+01/10/2009,0,0,4.2,1.8,0,,0,0,5,0,-14.57,-6.25,-2.65,-8.33,,20.65,15.1,0,20.85,-12097.78994,-16355.52,-12980.736,0,0,0.09,
+02/10/2009,2.8,26,0.2,0.2,5.8,,11.2,0.2,0.2,13.4,-14.54,-6.23,-2.61,-8.28,,19.05,17.45,0,19.3,-12097.78994,-16355.52,-12980.736,0,0,0.09,
+03/10/2009,0,0,0,0.2,0,,0,0,0,0,-14.56,-6.24,-2.65,-8.28,,20.05,15.7,0,20.2,-12097.78994,-16355.52,-12980.736,0,0,0.07,
+04/10/2009,0,0,9,3,0,,0,0,0.2,0,-14.57,-6.22,-2.64,-8.3,,17.6,14.3,0,18.75,-11492.90044,-15537.744,-12331.6992,0,0,0.07,
+05/10/2009,0,12.8,0.2,0.2,1.6,,0.2,0.2,0,1.2,-14.6,-6.21,-2.6,-8.31,,19.1,15.05,0,19.3,-12097.78994,-16355.52,-12980.736,0,0,0.07,
+06/10/2009,0,0.2,0,0,0.2,,0.2,0,0.4,0.6,-14.61,-6.21,-2.54,-8.27,,19.75,14.9,0,20.45,-12097.78994,-16355.52,-12980.736,0,0,0.07,
+07/10/2009,0,0,0.4,0,0,,0.2,0,0.2,0.2,-14.61,-6.24,-2.63,-8.26,,19.05,16.55,0,18.9,-12097.78994,-16355.52,-12980.736,0,0,0.1,
+08/10/2009,0,0,0,0,0,,0,0,0,0,-14.58,-6.26,-2.63,-8.29,,19.9,16.75,0,20.45,-12097.78994,-16355.52,-12980.736,0,0,0.1,
+09/10/2009,0.2,0.4,5.8,4.2,0,,0,0,2.8,0.2,-14.57,-6.2,-2.61,-8.25,,19.45,15.5,0,20.2,-12097.78994,-16355.52,-12980.736,0,0,0.1,
+10/10/2009,5.6,13.8,11.4,8.4,4.6,,4.4,2.4,1.4,3.2,-14.54,-6.25,-2.56,-8.18,,19.2,13.4,0,19,-12097.78994,-16355.52,-12980.736,0,0,0.08,
+11/10/2009,0.2,2,0,0,0,,0.2,0.2,0,0,-14.52,-6.2,-2.54,-8.19,,17.2,15,0,17.4,-11492.90044,-15537.744,-12331.6992,0,0,0.07,
+12/10/2009,0.2,6.4,47.4,26.8,2,,0.4,0,5.6,2,-14.48,-6.16,-2.49,-8.16,,18.95,10.6,0,19.4,-12097.78994,-16355.52,-12980.736,0,0,0.08,
+13/10/2009,7,15,0,0,6.6,,6.4,9,0,8.2,-14.54,-6.21,-2.47,-8.17,,11.95,10.2,0,12.7,-12097.78994,-16355.52,-12980.736,0,0,0.06,
+14/10/2009,0,0,0,0,0,,0,0,0,0,-14.55,-6.21,-2.49,-8.15,,11.85,7.35,0,12.7,-12097.78994,-16355.52,-12980.736,0,0,0.07,
+15/10/2009,0,0,0,0,0,,0,0,0,0,-14.55,-6.22,-2.52,-8.15,,9.35,6.1,0,10.15,-12097.78994,-16355.52,-12980.736,0,0,0.08,
+16/10/2009,0,0,0,0,0,,0,0,0,0,-14.55,-6.23,-2.54,-8.16,,8.9,6.1,0,9.6,-12097.78994,-16355.52,-12980.736,0,0,0.07,
+17/10/2009,0,0,0,0,0,,0,0,0,0,-14.53,-6.24,-2.55,-8.16,,10.4,7.75,0,11.75,-12097.78994,-16355.52,-12980.736,0,0,0.08,
+18/10/2009,0,0,0,0,0,,0,0,0,0,-14.54,-6.23,-2.59,-8.17,,13.2,6.8,0,12.15,-11492.90044,-15537.744,-12331.6992,0,0,0.08,
+19/10/2009,0,0,0,0,0,,0,0,0,0,-14.57,-6.23,-2.58,-8.16,,9.65,5.85,0,10.15,-12097.78994,-16355.52,-12980.736,0,0,0.08,
+20/10/2009,0,0,0,0,0,,0,0,0,0,-14.57,-6.25,-2.55,-8.13,,7.3,5.65,0,8.4,-12097.78994,-16355.52,-12980.736,0,0,0.08,
+21/10/2009,0,2.2,17.2,12,1.2,,1.6,0.2,30.6,0,-14.55,-6.26,-2.6,-8.12,,10.5,8.45,0,11.15,-12097.78994,-16355.52,-12980.736,0,0,0.1,
+22/10/2009,96.8,33.2,30.2,36.6,49.2,,79.2,27.2,41,118.8,-14.49,-6.24,-2.32,-8.06,,11.7,11.1,0,12.05,-12097.78994,-16355.52,-12980.736,0,0,0.43,
+23/10/2009,4.6,6,5.4,2.8,5.6,,6.8,1.8,2.2,4.8,-14.48,-6.18,-2.29,-8.03,,15.55,9.55,0,14.95,-12097.78994,-16355.52,-12980.736,0,0,0.26,
+24/10/2009,0.8,6,5.4,3.6,2.8,,1.8,22.6,0,3,-14.54,-6.18,-2.34,-8.02,,14.65,11.55,0,13.55,-12097.78994,-16355.52,-12980.736,0,0,0.2,
+25/10/2009,0,0.2,0,0,0,,0,0.2,0,0,-14.56,-6.16,-2.38,-8.01,,15,12.35,0,14.85,-11492.90044,-15537.744,-12331.6992,0,0,0.16,
+26/10/2009,0,0,0,0.2,0,,0,0,0,0,-14.58,-6.15,-2.42,-7.98,,13.9,13.6,0,14.5,-12097.78994,-16355.52,-12980.736,0,0,0.14,
+27/10/2009,0,0,0,0.2,0,,0,0,0,0,-14.61,-6.17,-2.43,-7.99,,15.05,13.55,0,14.95,-12097.78994,-16355.52,-12980.736,0,0,0.13,
+28/10/2009,0,0.2,0,0.2,0,,0,0,0,0.2,-14.63,-6.18,-2.44,-8,,14.6,12.5,0,14.8,-12097.78994,-16355.52,-12980.736,0,0,0.12,
+29/10/2009,0,0,0,0,0,,0,0,0,0.2,-14.61,-6.19,-2.46,-8.02,,13.9,11.05,0,15.35,-12097.78994,-16355.52,-12980.736,0,0,0.12,
+30/10/2009,0,0,0.2,0.2,0,,0,0,0,0,-14.63,-6.21,-2.48,-8.05,,13,11.3,0,13.35,-12097.78994,-16355.52,-12980.736,0,0,0.12,
+31/10/2009,0.2,0,0,0,0,,0,0,0,0,-14.65,-6.24,-2.49,-8.13,,12.55,9.45,0,13.55,-12097.78994,-16355.52,-12980.736,0,0,0.12,
+01/11/2009,0,0.2,0,0,0,,0,0,0,0,-14.63,-6.24,-2.5,-8.19,,9.5,10.15,0,10.45,-10609.33045,-15266.88,-11965.6224,0,0,0.11,
+02/11/2009,0.2,0,14.2,18.4,0,,0,0,31.2,0.8,-14.53,-6.22,-2.41,-8.06,,10.85,7.95,0,10.95,-11167.71627,-16070.4,-12595.392,0,0,0.14,
+03/11/2009,41,18.2,0,0,26.8,,37.8,6.4,0,43.6,-14.46,-6.22,-2.3,-8.03,,9.15,7.8,0,9.4,-11167.71627,-16070.4,-12595.392,0,0,0.2,
+04/11/2009,0.2,5.8,30.2,35.4,1.4,,0.6,0,44.4,0.8,-14.47,-6.21,-2.17,-8.04,,10.45,9.1,0,11,-11167.71627,-16070.4,-12595.392,0,0,0.28,
+05/11/2009,48.2,23.4,2.4,7.6,45.2,,72,7,10.6,90.6,-14.5,-6.17,-1.99,-7.99,,12.1,7.65,0,12,-11167.71627,-16070.4,-12595.392,0,0,0.47,
+06/11/2009,29.2,4.6,0.4,0.2,31.2,,13.4,0,4,28.2,-14.52,-6.14,-2.07,-7.97,,12.25,6.6,0,12.95,-11167.71627,-16070.4,-12595.392,0,0,0.37,
+07/11/2009,0,0,1.2,0,0,,0.2,0,3.4,0,-14.53,-6.13,-2.15,-7.94,,9.4,6.8,0,10,-11167.71627,-16070.4,-12595.392,0,0,0.3,
+08/11/2009,29.2,29.6,82.4,48.2,37.2,,26.8,11.8,57.4,30.6,-14.44,-6.08,-1.79,-7.84,,10.45,4,0,9.85,-10609.33045,-15266.88,-11965.6224,0,0,0.43,
+09/11/2009,35.2,28.6,1,0.6,37.8,,30.6,9.8,8.8,58.4,-14.49,-6.01,-1.53,-7.73,,8.6,5.4,0,8.3,-11167.71627,-16070.4,-12595.392,0,0,0.59,
+10/11/2009,3.2,0.2,0,0.2,1.6,,2.2,9.2,0,3.2,-14.52,-5.96,-1.65,-7.64,,8.9,7.15,0,9.5,-11167.71627,-16070.4,-12595.392,0,0,0.44,
+11/11/2009,0,0,0,0.2,0.2,,0,0,0,0.2,-14.54,-5.93,-1.75,-7.59,,7.4,7.3,0,8.25,-11167.71627,-16070.4,-12595.392,0,0,0.35,
+12/11/2009,0,0,0,0.2,0,,0,0,0,0,-14.59,-5.92,-1.84,-7.54,,9.6,8.15,0,10.1,-11167.71627,-16070.4,-12595.392,0,0,0.3,
+13/11/2009,0,0.6,3.8,1.2,1,,0.4,0,3.8,2,-14.64,-5.91,-1.91,-7.52,,11.85,8.75,0,10.9,-11167.71627,-16070.4,-12595.392,0,0,0.29,
+14/11/2009,5,5.8,0,0,5,,5.4,0,2.6,7,-14.64,-5.92,-1.94,-7.49,,10.7,9.8,0,11,-11167.71627,-16070.4,-12595.392,0,0,0.26,
+15/11/2009,0.6,0,0,0,0,,0.6,0,0.2,0.2,-14.61,-5.93,-1.97,-7.43,,12.95,10.2,0,12.85,-10609.33045,-15266.88,-11965.6224,0,0,0.24,
+16/11/2009,0.2,0,0.2,0,0,,0,0,0,0.2,-14.59,-5.94,-1.99,-7.37,,14.8,11,0,15,-11167.71627,-16070.4,-12595.392,0,0,0.27,
+17/11/2009,0,0,0.4,0.2,0,,0,0,0,0,-14.61,-5.96,-2.04,-7.4,,13.4,11.95,0,13.85,-11167.71627,-16070.4,-12595.392,0,0,0.24,
+18/11/2009,0,0.2,0.2,0.2,0,,0,0,0.2,0,-14.63,-5.98,-2.06,-7.39,,14,13.75,0,13.8,-11167.71627,-16070.4,-12595.392,0,0,0.19,
+19/11/2009,0.2,0.2,0,0.4,0,,0.2,0,0,0.2,-14.64,-6,-2.09,-7.36,,12.5,14.4,0,12.85,-11167.71627,-16070.4,-12595.392,0,0,0.2,
+20/11/2009,0,0,0,0,0,,0.2,0,0,0,-14.66,-6.02,-2.13,-7.36,,12.1,14.25,0,12.65,-11167.71627,-16070.4,-12595.392,0,0,0.2,
+21/11/2009,0,0,0,0.2,0,,0,0,0,0,-14.65,-6.03,-2.15,-7.34,,11.35,10.05,0,11.75,-11167.71627,-16070.4,-12595.392,0,0,0.17,
+22/11/2009,0,0,0,0,0,,0.2,0,0.4,0,-14.6,-6.03,-2.16,-7.32,,13,8.8,0,12,-10609.33045,-15266.88,-11965.6224,0,0,0.18,
+23/11/2009,8.6,0,0.4,0,2.8,,5.6,0.6,9.6,5,-14.56,-6.04,-2.14,-7.27,,13.8,9.05,0,12.85,-11167.71627,-16070.4,-12595.392,0,0,0.19,
+24/11/2009,0.4,0.4,1.2,0.4,1,,0.8,0,0.4,4.4,-14.57,-6.06,-2.17,-7.26,,15.5,8.9,0,15.1,-11167.71627,-16070.4,-12595.392,0,0,0.19,
+25/11/2009,0,0,0.4,0,0,,0,0,0,0,-14.58,-6.08,-2.18,-7.07,,13.2,8.6,0,13.3,-11167.71627,-16070.4,-12595.392,0,0,0.17,
+26/11/2009,0,0,0,0.2,0,,0.2,0,0.4,0,-14.56,-6.1,-2.19,-7.04,,11,8.15,0,12,-11167.71627,-16070.4,-12595.392,0,0,0.17,
+27/11/2009,11.4,0,5.8,3.8,11.6,,9,0.4,19,18.2,-14.52,-6.11,-2.19,-7.15,,12.7,8.55,0,13.1,-11167.71627,-16070.4,-12595.392,0,0,0.2,
+28/11/2009,24.6,7.6,0.2,0.4,24,,19.6,2.6,8,28.4,-14.52,-6.12,-2.19,-7.16,,13.3,7.55,0,13.85,-11167.71627,-16070.4,-12595.392,0,0,0.34,
+29/11/2009,0,0,0.4,0.2,0,,0.2,0,6.8,0,-14.48,-6.02,-2.21,-7.16,,10.7,7.85,0,11.55,-10609.33045,-15266.88,-11965.6224,0,0,0.31,
+30/11/2009,12.6,0,18.4,12.2,1.6,,5.2,8.2,41.8,8.4,-14.37,-6.06,-2.12,-7.04,,11.9,7.3,0,11.9,-11167.71627,-16070.4,-12595.392,0,0,0.43,
+01/12/2009,58.6,30,8.2,12.2,48.6,,63,5.2,24.4,46,-14.42,-6.05,-1.87,-7.02,,11.9,4.75,9.05,12.1,-11532.25806,-16675.2,-12723.264,0,0,0.75,
+02/12/2009,15.4,3.4,0.2,0.2,5.4,,10.6,0,0.2,16.8,-14.5,-6.01,-1.85,-7.05,,7.6,5.5,8.7,7.55,-11532.25806,-16675.2,-12723.264,0,0,0.57,
+03/12/2009,0,0,0.6,0.2,0,,0,0,0,0.2,-14.48,-5.97,-1.89,-7.05,,6.8,4.95,6.75,8.2,-11532.25806,-16675.2,-12723.264,0,0,0.48,
+04/12/2009,19.6,32.8,36.2,23.4,23,,26,6.6,26.8,27.8,-14.39,-5.95,-1.5,-7,,6.8,2.15,6.65,6.65,-11532.25806,-16675.2,-12723.264,0,0,0.49,
+05/12/2009,2.8,2.8,0,0.2,2.6,,3.2,17.2,0,2.4,-14.48,-5.94,-1.4,-6.88,,4.15,5.8,8.5,4.95,-11532.25806,-16675.2,-12723.264,0,0,0.47,
+06/12/2009,0,0,0.6,0.2,0,,0.2,0.4,0,0,-14.51,-5.91,-1.53,-6.83,,7.5,6.35,6.75,8.05,-10955.64516,-15841.44,-12087.1008,0,0,0.39,
+07/12/2009,0.8,1.8,0.4,0.2,2.6,,2.6,0,10.2,3,-14.5,-5.89,-1.62,-6.71,,6.1,7.65,10.05,6.4,-11532.25806,-16675.2,-12723.264,0,0,0.36,
+08/12/2009,34.8,6.6,4.4,4,26.8,,33.8,4.6,43.2,51.8,-14.46,-5.9,-1.65,-6.63,,11.25,6,10.95,11,-11532.25806,-16675.2,-12723.264,0,0,0.65,
+09/12/2009,2.8,0.4,0,0.4,6.6,,11.2,4.4,0,17.8,-14.51,-5.87,-1.71,-6.64,,7.65,7.15,7.95,8.6,-11532.25806,-16675.2,-12723.264,0,0,0.63,
+10/12/2009,0.2,0,0,0.2,0,,0.2,0,0,0,-14.53,-5.87,-1.77,-6.73,,6.35,7.55,8.6,6.3,-11532.25806,-16675.2,-12723.264,0,0,0.49,
+11/12/2009,0,0.2,0,0,0,,0.4,0,0,0,-14.47,-5.86,-1.8,-6.76,,5.95,7,7.6,6.45,-11532.25806,-16675.2,-12723.264,0,0,0.45,
+12/12/2009,0.2,0,0,0,0,,0,0,0,0.2,-14.46,-5.89,-1.85,-6.79,,6.3,3.75,7.3,6.15,-11532.25806,-16675.2,-12723.264,0,0,0.42,
+13/12/2009,0,0,0,3.8,0,,0.2,0,0,0,-14.45,-5.89,-1.9,-6.8,,6.5,1.4,4.95,6.2,-10955.64516,-15841.44,-12087.1008,0,0,0.36,
+14/12/2009,0,2.2,1.4,0.6,0.2,,0.2,12.4,0,0.6,-14.42,-5.89,-1.92,-6.76,,6.05,0.1,6.4,5.8,-11532.25806,-16675.2,-12723.264,0,0,0.35,
+15/12/2009,0,0,0.8,0,0,,0,0,0,0,-14.39,-5.92,-1.94,-6.73,,5.65,-1.15,4.5,6.2,-11532.25806,-16675.2,-12723.264,0,0,0.33,
+16/12/2009,0,0,0.2,0,0,,0,0,0,0,-14.42,-5.95,-1.99,-6.78,,1.1,-0.9,1.95,2.7,-11532.25806,-16675.2,-12723.264,0,0,0.31,
+17/12/2009,0.2,2.6,3,3.2,1.8,,0.2,3.2,1,0,-14.39,-5.97,-2.03,-6.8,,1.85,-1.2,2.95,2.35,-11532.25806,-16675.2,-12723.264,0,0,0.3,
+18/12/2009,1.4,0,0,0.4,0.8,,1.4,0,0.2,3,-14.41,-6,-2.04,-6.82,,2.4,-3.05,1.4,3,-11532.25806,-16675.2,-12723.264,0,0,0.3,
+19/12/2009,0.2,1,0,1.4,0.4,,0,4.8,1.8,0,-14.37,-6.02,-2.03,-6.81,,1.05,-4.1,-1.15,1.65,-11532.25806,-16675.2,-12723.264,0,0,0.29,
+20/12/2009,0,2.6,2.4,5.6,2.6,,0,0.6,7.6,0,-14.47,-6.05,-2.07,-6.88,,-4.65,-4.55,-1.25,-3.15,-10955.64516,-15841.44,-12087.1008,0,0,0.25,
+21/12/2009,2.2,2.4,24,29.8,3,,0,0,28.4,0.8,-14.51,-6.1,-2.21,-6.94,,-4.25,1.1,0.25,-3.3,-11532.25806,-16675.2,-12723.264,0,0,0.28,
+22/12/2009,54.4,59,52.8,56,66.6,,53.2,1,73.2,73,-14.42,-6.16,-1.43,-6.8,,1.8,7.15,7.7,1.6,-11532.25806,-16675.2,-12723.264,0,0,0.67,
+23/12/2009,115.2,25.8,9,10.4,66,,96.4,20.2,39.8,151.8,-14.39,-6.04,-0.98,-6.46,,9.05,8.9,13.75,8.85,-11532.25806,-16675.2,-12723.264,0,0,1.73,
+24/12/2009,25.4,9,32,36,19.8,,23.6,1,106.4,36.8,-14.4,-5.72,-0.92,-6.22,,14.55,9.9,13.25,13.95,-11532.25806,-16675.2,-12723.264,0,0,1.39,
+25/12/2009,137,33.6,16.2,29.6,118.2,,127,5,38,172.6,,-5.43,-0.69,-5.94,,14.5,7.55,12.9,14.15,-11532.25806,-16675.2,-12723.264,0,0,2.17,
+26/12/2009,16.8,4.4,3,0.8,1.8,,7.4,2.6,0,6.8,,-5.14,-0.84,-5.7,,9.85,3.15,7.85,10.05,-11532.25806,-16675.2,-12723.264,0,0,1.24,
+27/12/2009,0.2,0,0,0,0,,0,2.4,0,0,,-5.06,-0.98,-5.58,,5.45,4.4,7.35,6,-10955.64516,-15841.44,-12087.1008,0,0,0.92,
+28/12/2009,0,0,21.8,18.2,0,,0.2,0,9.6,0.2,,-5.07,-1.03,-5.55,,5.9,4.7,5.35,6.15,-11532.25806,-16675.2,-12723.264,0,0,0.77,
+29/12/2009,17.4,20,6.4,3.8,18,,14.2,0,4,24.2,,-5.08,-0.86,-5.51,,5.35,7.15,8.25,5.5,-11532.25806,-16675.2,-12723.264,0,0,0.73,
+30/12/2009,16.4,15.4,9.6,6.8,22.6,,16.6,2,18.6,19.2,,-5.06,-0.85,-5.47,,8.55,9.5,11.7,8.75,-11532.25806,-16675.2,-12723.264,0,0,0.75,
+31/12/2009,14.4,1.4,32.2,19.8,7,,11.4,2.8,26.6,12.4,,-5.02,-0.87,-5.38,,13.15,7.9,13.05,11.85,-11532.25806,-16675.2,-12723.264,0,0,0.87,
+01/01/2010,51,41.4,34.6,40,68,58.6,54.4,5.2,47.4,68.4,-14.29,-4.91,-0.57,-5.26,,9.2,5.6,8.85,9.55,-10500,-17634.24,-13012.704,0,0,1.23,
+02/01/2010,17,6.4,0,7,13.2,11,19,1,10.8,19.6,-14.37,-4.78,-0.76,-5.17,,6.75,1.95,7.85,7.5,-10500,-17634.24,-13012.704,0,0,1,
+03/01/2010,0,0,0,0,0,0,0,0,0,0,-14.47,-4.74,-0.88,-5.23,,2.3,-0.5,2.65,2.5,-9975,-16752.528,-12362.0688,0,0,0.81,
+04/01/2010,0,0.4,0,0.4,0.8,0.6,0.2,1.8,0,0,-14.42,-4.74,-0.99,-5.19,,1.75,-1.45,1.9,2.05,-10500,-17634.24,-13012.704,0,0,0.71,
+05/01/2010,8.6,14.2,20,16.4,11.8,11.9,12.6,0.2,2.2,4,-14.32,-4.76,-0.87,-5.13,,3.85,1.2,3.7,4.1,-10500,-17634.24,-13012.704,0,0,0.66,
+06/01/2010,10.2,6.8,15,11.2,5,8,8.2,1.6,18.2,20,-14.31,-4.79,-0.91,-5.06,,6.2,2.5,6.4,6.35,-10500,-17634.24,-13012.704,0,0,0.62,
+07/01/2010,6.2,8,5,5.4,6.8,8,7.2,0,5.2,6,-14.35,-4.83,-0.89,-5.06,,5.95,2.35,6.75,6.55,-10500,-17634.24,-13012.704,0,0,0.63,
+08/01/2010,33.2,11.4,9,10,13.2,14.6,16.8,0,15,28.6,-14.27,-4.83,-0.78,-4.95,,8.15,5.4,7.95,8.45,-10500,-17634.24,-13012.704,0,0,0.77,
+09/01/2010,19.6,8.6,28,8.8,10.2,11.1,10.4,11.4,14.4,24.8,-14.24,-4.79,-0.69,-4.86,,6.9,2.55,7.1,6.8,-10500,-17634.24,-13012.704,0,0,0.84,
+10/01/2010,28,27,0,16.6,40.8,37,41.6,1.8,32,50,-14.32,-4.71,-0.69,-4.85,,5.4,0.1,5.75,5.9,-9975,-16752.528,-12362.0688,0,0,0.84,
+11/01/2010,2.4,12,3,4,1,5.5,1.2,0,0.6,3.6,-14.35,-4.67,-0.79,-4.83,,5.5,0.95,5.4,5.75,-10500,-17634.24,-13012.704,0,0,0.72,
+12/01/2010,0.8,1,4,0.8,0.2,0.5,0.4,0,0.6,0.2,-14.35,-4.68,-0.91,-4.77,,4.8,1.8,5,5.6,-10500,-17634.24,-13012.704,0,0,0.65,
+13/01/2010,0.6,0.4,2,0,0.4,0,0.6,0,0.2,1.6,-14.32,-4.72,-1.01,-4.72,,6.3,2.8,7.6,7.55,-10500,-17634.24,-13012.704,0,0,0.58,
+14/01/2010,0,0,0.2,0,0,0,0,0,0,0,-14.32,-4.77,-1.11,-4.7,,4.2,2.5,6,4.8,-10500,-17634.24,-13012.704,0,0,0.52,
+15/01/2010,0,0,0,0,0,0,0.2,0,0,0,-14.36,-4.85,-1.2,-4.77,,8.5,3,7.5,7.35,-10500,-17634.24,-13012.704,0,0,0.48,
+16/01/2010,0,0,0,0,0,0,0,0,0,0,-14.41,-4.92,-1.28,-4.81,,4.65,2.05,5.55,5.25,-10500,-17634.24,-13012.704,0,0,0.45,
+17/01/2010,0.2,0.6,0.6,0.2,0,0.1,0,0,0,0,-14.37,-4.95,-1.31,-4.8,,3.5,1.95,4.25,4.2,-9975,-16752.528,-12362.0688,0,0,0.43,
+18/01/2010,0,0.8,0,1,0,0,0,0,0,0,-14.35,-5.02,-1.35,-4.74,,6.3,3.3,6.6,5.85,-10500,-17634.24,-13012.704,0,0,0.42,
+19/01/2010,0,0,0,0,0,0,0,0,0.2,0.2,-14.34,-5.08,-1.39,-4.75,,4.85,3.45,6.35,4.85,-10500,-17634.24,-13012.704,0,0,0.37,
+20/01/2010,0,0.2,0,0.2,0,0,0,0,0,0.2,-14.3,-5.14,-1.44,-4.76,,2.25,2.35,3.8,2.55,-10500,-17634.24,-13012.704,0,0,0.37,
+21/01/2010,0,0,0,0,0,0,0.2,0,0,0.2,-14.29,-5.19,-1.47,-4.79,,5.95,3.5,8.05,6.4,-10500,-17634.24,-13012.704,0,0,0.36,
+22/01/2010,0,0,0,0,0,0,0,0,0,0,-14.31,-5.25,-1.53,-4.87,,3.35,1.45,4.6,4.2,-10500,-17634.24,-13012.704,0,0,0.36,
+23/01/2010,0,0,0,0.2,0,0,0,0,0,0,-14.32,-5.29,-1.58,-4.89,,3.5,1.1,5.05,3.35,-10500,-17634.24,-13012.704,0,0,0.31,
+24/01/2010,0.2,0.2,0,0,0,0,0,0,0,0.2,-14.32,-5.31,-1.63,-4.92,,1.65,1.3,3.9,2.6,-9975,-16752.528,-12362.0688,0,0,0.3,
+25/01/2010,0.8,0,0,0.2,0.2,0,0.4,0,0.4,0.4,-14.32,-5.34,-1.65,-4.87,,6.15,1.25,5.7,6.45,-10500,-17634.24,-13012.704,0,0,0.33,
+26/01/2010,0,0,0,0,0,0,0,0,0,0,-14.3,-5.37,-1.66,-4.89,,4.1,-0.85,4.7,5.2,-10500,-17634.24,-13012.704,0,0,0.34,
+27/01/2010,0,7.2,3.6,4.2,0,2.1,0,18.8,0,1.2,-14.26,-5.4,-1.61,-4.91,,5.5,0.4,6.55,6.15,-10500,-17634.24,-13012.704,0,0,0.28,
+28/01/2010,0,0,0,0,0,0,0,0.2,0,0,-14.16,-5.43,-1.63,-4.9,,1,0.95,2.35,1.45,-10500,-17634.24,-13012.704,0,0,0.29,
+29/01/2010,0,0,2.4,0,0,0,0,0,0,0,-14.11,-5.45,-1.63,-4.9,,1.9,1.8,3.15,2.25,-10500,-17634.24,-13012.704,0,0,0.3,
+30/01/2010,11.2,5,4.6,10.2,9.6,0,8.4,0,6.4,12.2,-14.04,-5.48,-1.6,-4.87,,5.45,1.55,5.75,5.4,-10500,-17634.24,-13012.704,0,0,0.29,
+31/01/2010,0.8,0,0,0.4,0,0,0.6,2.4,2.2,3.8,-14.13,-5.49,-1.59,-4.93,,2.8,-0.95,2.8,3.25,-9975,-16752.528,-12362.0688,0,0,0.28,
+01/02/2010,0,0,0,0,0,0,0,3.8,0.2,0,-14.23,-5.52,-1.63,-4.98,,1.4,-1.4,2.9,2,-9728.571429,-16951.68,-12997.152,0,0,0.28,
+02/02/2010,0,0,0,0,0,0,0,0,0,0,-14.28,-5.56,-1.66,-5.09,,1.45,-0.1,2.6,2.15,-9728.571429,-16951.68,-12997.152,0,0,0.26,
+03/02/2010,0,0,3,0,0,0,0,0,0,0,-14.28,-5.59,-1.68,-5.11,,2.6,0.45,5,3.7,-9728.571429,-16951.68,-12997.152,0,0,0.25,
+04/02/2010,0.8,0.4,0,1.8,0.8,0.4,0.4,0,0.6,0.2,-14.28,-5.62,-1.67,-5.11,,7.85,3.15,8.1,8.05,-9728.571429,-16951.68,-12997.152,0,0,0.27,
+05/02/2010,17.6,9.2,18,6.2,10.4,0,12.4,0,12.8,27.2,-14.21,-5.62,-1.48,-5.07,,7.5,2.4,7.45,7.35,-9728.571429,-16951.68,-12997.152,0,0,0.38,
+06/02/2010,38.4,24.6,2.8,19.4,30,30.7,40,4.6,38.2,51.2,-14.15,-5.59,-1.15,-4.95,,5.4,1.4,5.65,5.75,-9728.571429,-16951.68,-12997.152,0,0,0.61,
+07/02/2010,0,0,0,0.6,0,0,0,8.2,0.6,0,-14.16,-5.55,-1.26,-4.95,,6.05,1.65,7.9,7,-9242.142857,-16104.096,-12347.2944,0,0,0.48,
+08/02/2010,0,0,0,0,0,0,0,1,0,0,-14.15,-5.54,-1.34,-4.93,,4.2,1.5,6.15,4.8,-9728.571429,-16951.68,-12997.152,0,0,0.4,
+09/02/2010,0,0,0,0,0,0,0.2,0,0,0,-14.11,-5.54,-1.4,-4.95,,3.7,-1,5.45,4.65,-9728.571429,-16951.68,-12997.152,0,0,0.38,
+10/02/2010,0,0,0,0,0,0,0,2.2,0,0,-14.04,-5.54,-1.44,-4.83,,6.7,1.5,7.05,7.3,-9728.571429,-16951.68,-12997.152,0,0,0.36,
+11/02/2010,0,0,0,0,0,0,0,4.8,0,0,-14.07,-5.56,-1.49,-4.76,,3.85,-0.6,4.1,4.8,-9728.571429,-16951.68,-12997.152,0,0,0.36,
+12/02/2010,3.2,2.4,3,2.2,2.6,0,2.4,1.8,0.2,3.6,-14.12,-5.58,-1.53,-4.9,,2.25,-1.15,3.6,3.4,-9728.571429,-16951.68,-12997.152,0,0,0.32,
+13/02/2010,0.2,0,0.4,0.2,0,0.4,0,0.2,4,0,-14.18,-5.6,-1.58,-4.95,,3.3,1.1,4.5,3.25,-9728.571429,-16951.68,-12997.152,0,0,0.29,
+14/02/2010,0,0.2,0,0.2,0,0,0.2,0,0,0,-14.16,-5.6,-1.58,-4.96,,5.05,1.55,6.5,6,-9242.142857,-16104.096,-12347.2944,0,0,0.27,
+15/02/2010,0,0,0,0,0,0,0,0,0,0,-14.16,-5.61,-1.61,-4.9,,5.85,1.9,6.55,5.45,-9728.571429,-16951.68,-12997.152,0,0,0.3,
+16/02/2010,0,0.6,3.2,1.2,0,0.3,0,0,0,0.4,-14.15,-5.63,-1.62,-4.89,,6.4,1.3,7.1,6.9,-9728.571429,-16951.68,-12997.152,0,0,0.27,
+17/02/2010,1.2,0.4,20,1.2,0.2,0.9,1.2,2.2,0.8,1.8,-14.11,-5.66,-1.63,-4.93,,10.45,4.85,9.85,10.7,-9728.571429,-16951.68,-12997.152,0,0,0.3,
+18/02/2010,30.8,23.8,9,20.2,21.4,23.4,27,0.4,23,37.6,-14.15,-5.66,-1.29,-4.94,,10.7,5.35,10.5,10.65,-9728.571429,-16951.68,-12997.152,0,0,0.44,
+19/02/2010,21,6.6,22,4.6,8.8,8.2,10.4,0,10.2,16.2,-14.06,-5.62,-1.06,-4.88,,11.4,6.5,11.4,11.3,-9728.571429,-16951.68,-12997.152,0,0,0.73,
+20/02/2010,50.2,12.8,3,9.4,37,30.9,36.8,0.8,35.2,64.2,-14.08,-5.55,-0.93,-4.84,,6.65,3.25,7.6,7.1,-9728.571429,-16951.68,-12997.152,0,0,0.99,
+21/02/2010,0,0.2,0.6,0.2,0.4,0.6,0.2,0,1,1,-14.16,-5.43,-1.08,-4.89,,7,3.5,7.7,7.35,-9242.142857,-16104.096,-12347.2944,0,0,0.73,
+22/02/2010,13,2.8,3.6,3,7.8,7.4,8.8,0,7.2,14.6,-14.15,-5.39,-1.18,-4.83,,9.75,4.25,9.5,10.5,-9728.571429,-16951.68,-12997.152,0,0,0.66,
+23/02/2010,13.4,24.8,25.6,34.4,20.8,22.2,16,0,12.8,11,-14.12,-5.35,-0.9,-4.77,,11.55,6.1,11.5,12.05,-9728.571429,-16951.68,-12997.152,0,0,0.63,
+24/02/2010,0.2,1.4,1.2,0.8,0.6,1.8,0.8,0,0.4,0,-14.13,-5.31,-0.83,-4.73,,11.05,5.75,11.45,11.75,-9728.571429,-16951.68,-12997.152,0,0,0.62,
+25/02/2010,0,0.2,0.6,0.4,0.2,0,0,1,0,0,-14.14,-5.28,-0.99,-4.71,,11.1,6.1,11.35,11.8,-9728.571429,-16951.68,-12997.152,0,0,0.57,
+26/02/2010,16.8,3,14.6,3.6,8.2,7.3,16.2,0,15.8,17.4,-14.1,-5.27,-1.05,-4.73,,11.3,6.6,11.5,12.2,-9728.571429,-16951.68,-12997.152,0,0,0.57,
+27/02/2010,8,1.2,0,9.2,4.2,0,9.8,1.8,5.8,7.6,-14.16,-5.28,-1.13,-4.78,,8.45,6.9,9.9,9.55,-9728.571429,-16951.68,-12997.152,0,0,0.57,
+28/02/2010,0,0,0,0,0,0,0,0,0,0,-14.12,-5.25,-1.2,-4.74,,10.85,7,10.85,11.25,-9242.142857,-16104.096,-12347.2944,0,0,0.57,
+01/03/2010,0.2,0,0.8,0.2,0.4,0.1,0.8,0.2,3.2,0.4,-14.15,-5.24,-1.29,-4.73,,11.3,5.8,11.1,12.1,-9983.870968,-15916.608,-12458.016,0,0,0.51,
+02/03/2010,0.8,5.2,2.6,6.6,5.4,8,2.4,0,0.4,11.4,-14.2,-5.26,-1.27,-4.81,,11.05,6.6,12.05,12.8,-9983.870968,-15916.608,-12458.016,0,0,0.49,
+03/03/2010,0,0,16.6,0,0,0,0,0.6,0,0,-14.17,-5.27,-1.28,-4.79,,6.95,4.7,8.05,8.35,-9983.870968,-15916.608,-12458.016,0,0,0.52,
+04/03/2010,23.8,27.6,19.8,25.8,25.4,26.9,25.8,36.6,25.2,28.4,-14.07,-5.25,-0.89,-4.69,,8.35,2.6,8.9,9.05,-9983.870968,-15916.608,-12458.016,0,0,0.53,
+05/03/2010,4.6,0.2,1.2,0.2,1.8,1.2,2.2,7.8,2.6,2.8,-14.13,-5.23,-0.98,-4.71,,5.3,0,4.6,5.8,-9983.870968,-15916.608,-12458.016,0,0,0.5,
+06/03/2010,0.8,0.6,0,0,0.8,0,2.4,10.2,2,1.2,-14.15,-5.24,-1.12,-4.79,,3.7,-0.55,3.4,4.5,-9983.870968,-15916.608,-12458.016,0,0,0.44,
+07/03/2010,0,0,0,0,0,0,0,4,0,0,-14.13,-5.24,-1.22,-4.94,,4.65,0.8,5.55,6.75,-9484.677419,-15120.7776,-11835.1152,0,0,0.43,
+08/03/2010,0,0,0,0,0,0,0,23,0,0,-14.1,-5.25,-1.29,-4.88,,4.35,-1.1,4.85,4.65,-9983.870968,-15916.608,-12458.016,0,0,0.4,
+09/03/2010,0,0,0,0,0,0,0,7.2,0,0,-14.05,-5.27,-1.36,-4.83,,3.15,-3.6,3.65,4.1,-9983.870968,-15916.608,-12458.016,0,0,0.37,
+10/03/2010,0,0,0,0,0,0,0,28.4,0,0.4,-14.04,-5.3,-1.4,-4.82,,5.7,-0.6,6,6.95,-9983.870968,-15916.608,-12458.016,0,0,0.37,
+11/03/2010,0,0,0.2,0.2,0,0,0,6,0.8,0.8,-14.07,-5.34,-1.45,-4.92,,5.55,0.25,5.3,6.6,-9983.870968,-15916.608,-12458.016,0,0,0.37,
+12/03/2010,0.4,2,3.6,1.8,1.2,1.6,0.4,0,0,0.6,-14.09,-5.38,-1.5,-5.03,,4.8,0.95,6.4,6.3,-9983.870968,-15916.608,-12458.016,0,0,0.35,
+13/03/2010,0.8,0.4,0.2,1.4,1.2,0,0.4,0,0.2,1.2,-14.11,-5.42,-1.53,-5.02,,6.2,3.45,7.25,6.6,-9983.870968,-15916.608,-12458.016,0,0,0.32,
+14/03/2010,0,0,0,0.2,0,0,0,0,0,0.2,-14.09,-5.43,-1.58,-5.05,,6.85,4.8,7.9,7.5,-9484.677419,-15120.7776,-11835.1152,0,0,0.31,
+15/03/2010,0,0,0,0,0,0,0.2,0,0,0,-14.08,-5.45,-1.59,-5.04,,8.35,5.65,9.55,9.4,-9983.870968,-15916.608,-12458.016,0,0,0.31,
+16/03/2010,0,0,0,0,2,0,2.6,0,0,8.6,-14.11,-5.5,-1.62,-5.09,,8.15,5.65,8.7,8.5,-9983.870968,-15916.608,-12458.016,0,0,0.32,
+17/03/2010,0,0,0,0.2,0,0,0.2,0,0,0,-14.16,-5.52,-1.64,-5.12,,7.95,5.8,9.25,8.95,-9983.870968,-15916.608,-12458.016,0,0,0.31,
+18/03/2010,0,0,0,0,0,0,0,0,0,0,-14.16,-5.53,-1.66,-5.19,,8.55,6,9.45,9.7,-9983.870968,-15916.608,-12458.016,0,0,0.29,
+19/03/2010,0,0,0,0,0,0,0,0,0,0,-14.15,-5.55,-1.66,-5.18,,10.7,5.7,11.2,11.1,-9983.870968,-15916.608,-12458.016,0,0,0.31,
+20/03/2010,0,0,0,0,0,0,0,0,0,0,-14.1,-5.58,-1.67,-5.14,,11.1,6.65,11.2,11.35,-9983.870968,-15916.608,-12458.016,0,0,0.29,
+21/03/2010,0.6,0.2,3.2,0,0.2,0,0.4,0,0.6,1.8,-14.07,-5.58,-1.68,-5.11,,13.35,8.05,12.85,13.1,-9484.677419,-15120.7776,-11835.1152,0,0,0.29,
+22/03/2010,6.6,5.8,6.4,2.6,8.2,10,3.6,0,6.6,12.2,-14.03,-5.59,-1.67,-5.04,,13.4,8.85,14.05,13.65,-9983.870968,-15916.608,-12458.016,0,0,0.36,
+23/03/2010,2.6,0.6,0,0.4,0.6,0.6,1,0.4,1.2,2,-14.01,-5.61,-1.69,-5,,14.15,11.25,15.45,15.5,-9983.870968,-15916.608,-12458.016,0,0,0.38,
+24/03/2010,0,0,0,0,0,0,0,0,0,0,-13.99,-5.64,-1.68,-4.99,,14,10.6,14.7,15.4,-9983.870968,-15916.608,-12458.016,0,0,0.33,
+25/03/2010,0,0,0,0,0,0,0,0,0,0,-14,-5.65,-1.71,-5.02,,13.35,8.85,13.35,13.9,-9983.870968,-15916.608,-12458.016,0,0,0.33,
+26/03/2010,0.8,2.8,1.6,0.6,1.6,1,1.4,0,1,2.8,-13.98,-5.65,-1.73,-5,,13.6,8.1,13.6,14.75,-9983.870968,-15916.608,-12458.016,0,0,0.31,
+27/03/2010,3,0.8,0,0,1.6,1,2.2,1.2,2.2,8.6,-13.95,-5.67,-1.73,-5.04,,13.35,7.1,12.45,13.75,-9983.870968,-15916.608,-12458.016,0,0,0.32,
+28/03/2010,0.2,0,0.2,0,0,0.4,0.8,0,0,0.2,-13.96,-5.67,-1.76,-5.08,,12.6,7.2,12.2,13.15,-9484.677419,-15120.7776,-11835.1152,0,0,0.31,
+29/03/2010,0.2,0,0,0,0.2,0,0,0,0.2,0.6,-13.96,-5.68,-1.76,-5.07,,14.5,9.55,14.05,15.5,-9983.870968,-15916.608,-12458.016,0,0,0.3,
+30/03/2010,0.4,0.2,7.2,0.8,0.2,0.2,0.2,0,0.4,0.8,-13.89,-5.7,-1.74,-5.05,,12.6,7.4,12.75,13.85,-9983.870968,-15916.608,-12458.016,0,0,0.33,
+31/03/2010,7.6,1.6,0,4.2,9,6.2,13.8,3.4,9.2,11.6,-13.91,-5.7,-1.77,-5.12,,13.35,5.2,12.5,13.55,-9983.870968,-15916.608,-12458.016,0,0,0.34,
+01/04/2010,13.2,0.6,0.2,1,8.4,4.8,9.6,0,5.6,13.4,-13.94,-5.69,-1.8,-5.1,,12.25,6.25,11.85,13.6,-10516.66667,-15569.28,-12392.352,0,0,0.35,
+02/04/2010,3.8,1,0.6,4.6,5.6,21.2,4.8,0.2,5,5.4,-13.96,-5.7,-1.77,-5.12,,11.45,5.8,10.7,11.8,-10516.66667,-15569.28,-12392.352,0,0,0.37,
+03/04/2010,2.4,5.6,0,1.4,9.2,7.2,4.6,0,1.8,8.8,-13.97,-5.71,-1.74,-5.17,,11.7,7,11.95,12.8,-10516.66667,-15569.28,-12392.352,0,0,0.35,
+04/04/2010,0.2,0.2,48.4,0,0,0,0.6,0,0.8,0.2,-13.93,-5.69,-1.71,-5.13,,8.65,5.45,9.6,9.6,-9990.833333,-14790.816,-11772.7344,0,0,0.36,
+05/04/2010,13.4,30.6,15.4,42.8,19.4,25,20.6,21.4,21.2,17,-13.94,-5.65,-1.3,-4.95,,10.15,5.45,11.3,11.2,-10516.66667,-15569.28,-12392.352,0,0,0.38,
+06/04/2010,0.2,4.8,0,0.4,0,0,0,0.4,0,1,-13.96,-5.64,-1.36,-4.91,,9.95,8.2,11,11.35,-10516.66667,-15569.28,-12392.352,0,0,0.35,
+07/04/2010,0,0,0,0,0,0,0,0,0,0,-13.94,-5.66,-1.43,-4.95,,12.45,11.1,13.85,13.95,-10516.66667,-15569.28,-12392.352,0,0,0.33,
+08/04/2010,0,0,0,0,0,0,0,0,0,0,-13.93,-5.67,-1.54,-5,,13.5,11.2,14.85,15,-10516.66667,-15569.28,-12392.352,0,0,0.32,
+09/04/2010,0,0,0,0,0,0,0,0,0,0,-13.94,-5.69,-1.59,-4.94,,12.85,11.95,15.2,14.85,-10516.66667,-15569.28,-12392.352,0,0,0.34,
+10/04/2010,0,0,0,0,0,0,0,0,0,0,-13.91,-5.71,-1.62,-5.01,,14.4,11.85,15.05,14.65,-10516.66667,-15569.28,-12392.352,0,0,0.3,
+11/04/2010,11.4,7.4,6,4,14.8,13.8,8.8,9,5.2,12.8,-13.86,-5.67,-1.55,-5.02,,8.9,4.95,8.75,9.35,-9990.833333,-14790.816,-11772.7344,0,0,0.31,
+12/04/2010,0,8.2,0,12.8,0,1.2,0.2,7,0.2,0,-13.84,-5.67,-1.52,-4.86,,9.85,5.7,9.05,10.05,-10516.66667,-15569.28,-12392.352,0,0,0.3,
+13/04/2010,0,0,0,0,0,0,0,0,0,0,-13.84,-5.69,-1.57,-4.88,,11.3,5.6,11.2,12.95,-10516.66667,-15569.28,-12392.352,0,0,0.31,
+14/04/2010,0,0,0,0,0,0,0,0,0,0,-13.85,-5.71,-1.62,-4.95,,10.8,6.7,10.9,11.5,-10516.66667,-15569.28,-12392.352,0,0,0.29,
+15/04/2010,0,0,0,0,0,0,2,3.4,0,0,-13.85,-5.72,-1.66,-4.91,,10.7,8.25,12,12.4,-10516.66667,-15569.28,-12392.352,0,0,0.31,
+16/04/2010,0,0,2.8,0,0,0,0,0,0.8,0,-13.85,-5.73,-1.68,-4.99,,13.4,9.25,14.35,14.65,-10516.66667,-15569.28,-12392.352,0,0,0.29,
+17/04/2010,0.4,0,0,1.8,1.4,2.8,2,15.2,0.6,2.8,-13.86,-5.74,-1.71,-5.01,,12.25,7.6,13.2,13.75,-10516.66667,-15569.28,-12392.352,0,0,0.26,
+18/04/2010,0.8,0,0,0,0.2,0.2,0.6,7.6,1.6,2.8,-13.85,-5.74,-1.73,-5.01,,12.5,8.7,13.55,14.1,-9990.833333,-14790.816,-11772.7344,0,0,0.27,
+19/04/2010,0,0,0,0,0,0,0,0,0,0,-13.84,-5.75,-1.76,-5.06,,11.95,8.3,12.25,13.5,-10516.66667,-15569.28,-12392.352,0,0,0.25,
+20/04/2010,0,0,0,0,0,0,0,0,0.2,0,-13.86,-5.77,-1.78,-5.2,,13.9,9.25,13.85,15.75,-10516.66667,-15569.28,-12392.352,0,0,0.27,
+21/04/2010,0,0,0.2,0,0,0,0,0.2,0,0,-13.86,-5.78,-1.78,-5.27,,14.1,9,13.6,15.35,-10516.66667,-15569.28,-12392.352,0,0,0.27,
+22/04/2010,0,0,0,0,0,0,0,0,0,0,-13.84,-5.79,-1.83,-5.3,,14.95,10.95,15.4,16.2,-10516.66667,-15569.28,-12392.352,0,0,0.27,
+23/04/2010,4.2,8,50.4,10.8,6.2,7.4,5,3,3.6,5.8,-13.83,-5.78,-1.75,-5.35,,12.95,7.85,12.55,12.95,-10516.66667,-15569.28,-12392.352,0,0,0.32,
+24/04/2010,11.6,13.8,0.4,18.6,11,10.6,13,17.4,12.8,16.8,-13.83,-5.78,-1.7,-5.38,,16.7,11.55,16.85,17.9,-10516.66667,-15569.28,-12392.352,0,0,0.31,
+25/04/2010,0.2,0,0,0,0,0,0,2.4,0,0,-13.86,-5.77,-1.77,-5.5,,18.3,13.35,17.4,19.25,-9990.833333,-14790.816,-11772.7344,0,0,0.27,
+26/04/2010,0,0,0,0,0,0,0,0,0,0,-13.86,-5.78,-1.79,-5.53,,17.85,14.35,18.3,18.9,-10516.66667,-15569.28,-12392.352,0,0,0.28,
+27/04/2010,0,0,41,0,0,0,0,0,0,0.2,-13.86,-5.79,-1.8,-5.51,,18.8,14.25,18.65,20.4,-10516.66667,-15569.28,-12392.352,0,0,0.29,
+28/04/2010,5.8,11.2,0,41.2,10.6,0.2,9,0.4,20,4.6,-13.88,-5.79,-1.82,-5.53,,18.4,14.35,18.9,19.5,-10516.66667,-15569.28,-12392.352,0,0,0.28,
+29/04/2010,0,0,0,0,0,0,0,0,0,0,-13.86,-5.81,-1.89,-5.48,,18.05,15,17.95,19.05,-10516.66667,-15569.28,-12392.352,0,0,0.26,
+30/04/2010,0,0,0,0.2,0,0,0,0,0,0,-13.84,-5.83,-1.9,-5.61,,16.85,13.65,16.65,18.1,-10516.66667,-15569.28,-12392.352,0,0,0.25,
+01/05/2010,0,0,0,0,0,0,0,0,0,0,-13.81,-5.81,-1.91,-5.64,,16.25,13.5,16.9,18.1,-10274.19355,-15672.96,-13443.84,0,0,0.25,
+02/05/2010,1.8,11.8,104,5.4,4.2,7,2.4,0.2,2.8,3.4,-13.77,-5.78,-1.81,-5.41,,14.6,11.15,14,15,-9760.483871,-14889.312,-12771.648,0,0,0.28,
+03/05/2010,22.8,27.2,0.6,59.6,23,26.2,18.6,5.6,18,29.4,-13.73,-5.77,-1.41,-5.21,,16.6,11.6,17.45,17.5,-10274.19355,-15672.96,-13443.84,0,0,0.38,
+04/05/2010,15.8,10.4,32,15.2,11.8,9.4,11,7.4,12,13.2,-13.71,-5.73,-1.29,-5.07,,15.55,10.75,15.9,15.9,-10274.19355,-15672.96,-13443.84,0,0,0.43,
+05/05/2010,41,15.6,13.6,20,21.4,18.6,23.2,10,22.2,40,-13.67,-5.67,-0.95,-4.95,,13.4,8.1,12.7,13.75,-10274.19355,-15672.96,-13443.84,0,0,0.65,
+06/05/2010,15.6,11.4,51.8,15.4,18.2,26.2,19.6,3.8,15.8,18.6,-13.68,-5.6,-0.79,-4.86,,12.55,5.45,11.9,12.35,-10274.19355,-15672.96,-13443.84,0,0,0.66,
+07/05/2010,23.2,33.4,4.6,18,22.6,32.4,23.4,0,19,34.8,-13.68,-5.5,-0.61,-4.72,,13.05,6.85,13,13.75,-10274.19355,-15672.96,-13443.84,0,0,0.74,
+08/05/2010,2.2,1.4,0.8,2.6,0,0,0.8,0,1.4,2.6,-13.67,-5.41,-0.85,-4.69,,14.05,7.35,13.15,14.35,-10274.19355,-15672.96,-13443.84,0,0,0.66,
+09/05/2010,0,0,0.2,0,0,0,0,0,0.4,0,-13.67,-5.33,-1.01,-4.71,,14.25,9.35,14.2,15.15,-9760.483871,-14889.312,-12771.648,0,0,0.58,
+10/05/2010,3.6,1.4,0.4,0.6,5.4,4.4,8.2,1.2,5.8,6.8,-13.65,-5.3,-1.11,-4.75,,17.7,11.05,17.35,18,-10274.19355,-15672.96,-13443.84,0,0,0.51,
+11/05/2010,18.6,5.6,8.6,3.6,6,9,13,12.6,13.4,24.8,-13.64,-5.29,-1.2,-4.65,,16.95,11.1,15.8,17.1,-10274.19355,-15672.96,-13443.84,0,0,0.57,
+12/05/2010,23.6,4.2,0.2,2,19.4,11.6,11.8,9.4,10.2,13.4,-13.63,-5.29,-1.32,-4.64,,16.9,12,17.25,18.85,-10274.19355,-15672.96,-13443.84,0,0,0.66,
+13/05/2010,2.8,9,10.6,8,9.2,16.8,5,0.6,3.2,6.8,-13.62,-5.28,-1.23,-4.63,,15.95,9.5,15.55,16.5,-10274.19355,-15672.96,-13443.84,0,0,0.6,
+14/05/2010,10.4,19.8,20.8,7,9.8,21.4,7.6,0.6,7.4,10.6,-13.61,-5.26,-0.86,-4.6,,15.6,9.75,15.35,16.2,-10274.19355,-15672.96,-13443.84,0,0,0.59,
+15/05/2010,4.8,16.4,20,14.2,3,6,2,14.6,1.2,2,-13.54,-5.21,-0.7,-4.55,,13.8,7.5,13.5,14.05,-10274.19355,-15672.96,-13443.84,0,0,0.57,
+16/05/2010,0.6,2.2,16.2,3.8,0,2,0.6,7.6,3.4,1.2,-13.59,-5.13,-0.72,-4.52,,15,8.25,14.6,15.7,-9760.483871,-14889.312,-12771.648,0,0,0.6,
+17/05/2010,7.8,69.2,4.4,0.4,1.4,6,4.8,0,3,1,-13.62,-5.1,-0.78,-4.52,,15.8,9.95,15.55,16.05,-10274.19355,-15672.96,-13443.84,0,0,0.53,
+18/05/2010,0,0.2,0,0,0,0,0,0,0,0,-13.64,-5.1,-0.97,-4.58,,15.15,11.3,16.35,16.95,-10274.19355,-15672.96,-13443.84,0,0,0.47,
+19/05/2010,0,0,0,0,0,0,0,0,0.2,0,-13.62,-5.11,-1.05,-4.64,,14.8,9.85,14.95,14.5,-10274.19355,-15672.96,-13443.84,0,0,0.46,
+20/05/2010,0,0,0,0,0.6,4.4,0.4,3,0,1.2,-13.64,-5.15,-1.19,-4.62,,16.55,11.5,15.75,16.4,-10274.19355,-15672.96,-13443.84,0,0,0.39,
+21/05/2010,0,0,0,0,0,0,0,0,0,0,-13.64,-5.2,-1.3,-4.68,,17.5,14.15,18.05,18.3,-10274.19355,-15672.96,-13443.84,0,0,0.38,
+22/05/2010,0,0,0,0,0,0,0.2,0,0.4,0,-13.63,-5.24,-1.38,-4.76,,19.25,15.75,19.65,20,-10274.19355,-15672.96,-13443.84,0,0,0.31,
+23/05/2010,0,0,0.4,0,0,0,0,0,0,0,-13.62,-5.26,-1.45,-4.83,,19.5,16.3,20.05,20.85,-9760.483871,-14889.312,-12771.648,0,0,0.31,
+24/05/2010,0.4,0,0,0,0,0,1.6,0,1,0,-13.6,-5.3,-1.51,-4.83,,19.65,16.4,19.65,20.3,-10274.19355,-15672.96,-13443.84,0,0,0.3,
+25/05/2010,0,0,0,0,0,0,0,0,0,0,-13.61,-5.35,-1.56,-4.99,,18.5,14.15,18.2,19.25,-10274.19355,-15672.96,-13443.84,0,0,0.31,
+26/05/2010,0,0,0,0,0,0,0,0,0,0,-13.59,-5.39,-1.61,-4.97,,18.45,15.35,18.15,19.25,-10274.19355,-15672.96,-13443.84,0,0,0.29,
+27/05/2010,0,0,0,0,0,0,0,0,0,0,-13.58,-5.42,-1.65,-4.97,,18.1,13.1,18.25,18.3,-10274.19355,-15672.96,-13443.84,0,0,0.29,
+28/05/2010,0,0,0,1,0,0,0,0,0,0,-13.6,-5.48,-1.69,-5.02,,19.55,13.95,19,20.05,-10274.19355,-15672.96,-13443.84,0,0,0.26,
+29/05/2010,0,0,0,0,0,0,0,0,0,0,-13.61,-5.53,-1.72,-5,,19.4,14.7,19.15,20.2,-10274.19355,-15672.96,-13443.84,0,0,0.22,
+30/05/2010,0,0,0,0,0,0,0,0,0,0,-13.58,-5.54,-1.75,-5.04,,19.95,14.2,19.05,20.5,-9760.483871,-14889.312,-12771.648,0,0,0.22,
+31/05/2010,0,0.4,2.6,0.2,1,0.2,1.2,0.2,0.2,0.8,-13.53,-5.56,-1.77,-5.03,,20.15,15.7,19,21.5,-10274.19355,-15672.96,-13443.84,0,0,0.25,
+01/06/2010,0,0.4,0,0,0,0,0.2,0,0.2,0,-13.56,-5.61,-1.79,-5.12,,20.2,14.95,18.5,20.25,-10856.66667,-16511.04,-14208.48,0,0,0.23,
+02/06/2010,0,0,12.4,0,0,0,0,0,0,0,-13.57,-5.61,-1.81,-5.12,,18.15,12.3,18.65,20.05,-10856.66667,-16511.04,-14208.48,0,0,0.23,
+03/06/2010,0,12.6,0.2,21.6,6,0.4,0,0.2,0.6,0,-13.6,-5.57,-1.79,-5.04,,19.15,13.8,19.7,20,-10856.66667,-16511.04,-14208.48,0,0,0.23,
+04/06/2010,0,0,0,0.2,0,0,0,3.4,0,0,-13.62,-5.67,-1.82,-5.14,,19.95,15.15,20.35,20.8,-10856.66667,-16511.04,-14208.48,0,0,0.23,
+05/06/2010,0,0,0,0,0,0,0,0,0,0,-13.65,-5.71,-1.87,-5.35,,21.4,18.15,21.4,22.25,-10856.66667,-16511.04,-14208.48,0,0,0.2,
+06/06/2010,0,0,0,0,0,0,0,0.2,0.6,0,-13.63,-5.7,-1.9,-5.5,,21.25,17.8,20.8,22.25,-10313.83333,-15685.488,-13498.056,0,0,0.2,
+07/06/2010,0,0,0,0,0,0,0,0,0,0,-13.61,-5.72,-1.92,-5.47,,20.25,16.45,20.35,22,-10856.66667,-16511.04,-14208.48,0,0,0.19,
+08/06/2010,0,0,0,0,0,0,0,0,0,0,-13.61,-5.76,-1.92,-5.72,,21.4,17.3,21.5,22.85,-10856.66667,-16511.04,-14208.48,0,0,0.19,
+09/06/2010,0,0,0,0,0,0,0,0,0,0,-13.62,-5.79,-1.96,-5.82,,22.9,18.8,23.3,24.05,-10856.66667,-16511.04,-14208.48,0,0,0.18,
+10/06/2010,0,0,0,0,0,0,0,0,0,0,-13.65,-5.83,-1.98,-5.92,,23.95,20.05,24.8,24.75,-10856.66667,-16511.04,-14208.48,0,0,0.23,
+11/06/2010,0,0,0,0,0,0,0,0,0,0,-13.67,-5.86,-2.02,-6.1,,23.85,19.75,24.35,24.8,-10856.66667,-16511.04,-14208.48,0,0,0.24,
+12/06/2010,0,0,0.2,0,0,0,0,0,0,0,-13.67,-5.86,-2.05,-6.17,,23.85,17.25,23,24.5,-10856.66667,-16511.04,-14208.48,0,0,0.19,
+13/06/2010,0,0,0.8,0,0,0,0,0.2,0,0,-13.66,-5.82,-2.07,-6.16,,22.15,15.55,20.6,22.95,-10313.83333,-15685.488,-13498.056,0,0,0.18,
+14/06/2010,2,1.2,0.2,0.2,0,1,1.6,0.6,2,2.2,-13.68,-5.81,-2.02,-6.19,,21.05,16.4,21.85,21.8,-10856.66667,-16511.04,-14208.48,0,0,0.18,
+15/06/2010,5.4,4.2,22.8,3.4,2,3,4.6,1.6,4.6,5.4,-13.69,-5.84,-1.99,-6.26,,22.9,16.2,21.7,22.9,-10856.66667,-16511.04,-14208.48,0,0,0.19,
+16/06/2010,48.4,27.8,16,33.6,37.6,47.4,46.2,25,25,41.2,-13.7,-5.81,-1.89,-6.19,,19.9,13.25,19,20.15,-10856.66667,-16511.04,-14208.48,0,0,0.29,
+17/06/2010,1.4,0.2,24,1.6,5.2,4.6,2.4,0.8,2.6,3,-13.71,-5.78,-1.87,-6.16,,18.25,12.9,18.45,18.7,-10856.66667,-16511.04,-14208.48,0,0,0.25,
+18/06/2010,7.6,5.6,0.2,25,6.8,8.4,19.6,6.6,14,4.8,-13.67,-5.77,-1.88,-6.14,,18.75,13.05,18.1,19.45,-10856.66667,-16511.04,-14208.48,0,0,0.27,
+19/06/2010,7.6,40,39.8,11.2,27.2,140.8,12.8,1.2,4.8,88.2,-13.6,-5.73,-1.66,-6.1,,17.75,11.85,16.45,18.3,-10856.66667,-16511.04,-14208.48,0,0,0.56,
+20/06/2010,129.2,16.4,10.6,24.8,58.2,38.2,97,29.2,97.4,63.6,-13.55,-5.63,-1.54,-5.95,,18.75,12.15,18.3,19.75,-10313.83333,-15685.488,-13498.056,0,0,1.02,
+21/06/2010,39.6,2.6,0.6,8,28.2,5.2,22.4,23,25,3.6,-13.61,-5.52,-1.55,-5.89,,18.05,11.9,17.9,19.25,-10856.66667,-16511.04,-14208.48,0,0,0.72,
+22/06/2010,0,0,0,0,0,0,0,0.6,0,0,-13.66,-5.48,-1.63,-5.94,,19.65,13.3,18.9,19.2,-10856.66667,-16511.04,-14208.48,0,0,0.53,
+23/06/2010,1.4,0,0,0,2.6,0.6,7,0,3.4,3,-13.68,-5.48,-1.69,-5.95,,20.75,15.6,20.2,21.15,-10856.66667,-16511.04,-14208.48,0,0,0.46,
+24/06/2010,0,0,0,0,0.2,0,0,0,0,0,-13.67,-5.5,-1.72,-6.07,,21.2,15.5,20.4,21.65,-10856.66667,-16511.04,-14208.48,0,0,0.39,
+25/06/2010,0,0,0,0,0,0,0,0,0,0,-13.66,-5.53,-1.78,-6.11,,20.85,17.5,20.7,21.95,-10856.66667,-16511.04,-14208.48,0,0,0.37,
+26/06/2010,19.2,0,0,0,4,0,0.6,0,0.4,10.8,-13.66,-5.56,-1.82,-6.07,,21.6,18.1,21.8,22.7,-10856.66667,-16511.04,-14208.48,0,0,0.31,
+27/06/2010,0,0,0,0,0,0,0.4,3.2,2.6,0,-13.67,-5.57,-1.87,-6.01,,22.55,19.45,22.85,23.35,-10313.83333,-15685.488,-13498.056,0,0,0.3,
+28/06/2010,0,0,0,0,0,0,6.8,0,0,0,-13.68,-5.62,-1.88,-6.08,,23.65,19.85,23.6,24.65,-10856.66667,-16511.04,-14208.48,0,0,0.3,
+29/06/2010,0,0,0,0,0,0,0,0,0,0,-13.69,-5.69,-1.91,-6.08,,24.6,20.55,24.4,25.45,-10856.66667,-16511.04,-14208.48,0,0,0.26,
+30/06/2010,0.6,0,0,0,0,0,0,0,0,7.2,-13.69,-5.74,-1.94,-6.14,,25.45,21.85,26.2,26.7,-10856.66667,-16511.04,-14208.48,0,0,0.26,
+01/07/2010,0,0,0,0,0,0,0,0,0,0,-13.68,-5.92,-1.98,-6.15,,26.65,22.45,26.4,27.2,-12087.11329,-17245.44,-14438.304,0,0,0.27,
+02/07/2010,0,0,0,0,0,0,0,0,0,0,-13.69,-5.84,-2.03,-6.24,,26.3,22.75,26.1,27.25,-12087.11329,-17245.44,-14438.304,0,0,0.27,
+03/07/2010,2.8,0,0,0,0.6,1.2,0.4,0,1.2,18.8,-13.7,-5.83,-2.06,-6.37,,26.4,23.05,26.35,27.3,-12087.11329,-17245.44,-14438.304,0,0,0.25,
+04/07/2010,0,0,0,0,0,0,0,0,0,0,-13.71,-5.82,-2.09,-6.44,,25.25,20.8,24.55,26.15,-11482.75763,-16383.168,-13716.3888,0,0,0.24,
+05/07/2010,0,0,0,0,0,0,0,0,0,0,-13.71,-5.84,-2.11,-6.46,,25.85,20.4,24.65,26.2,-12087.11329,-17245.44,-14438.304,0,0,0.24,
+06/07/2010,0,0,0,0,0,0,0,4.8,0,1.6,-13.72,-5.89,-2.14,-6.54,,25.5,21.25,25.7,26.55,-12087.11329,-17245.44,-14438.304,0,0,0.24,
+07/07/2010,0,0,0,0,5,0,16.6,0,0,0,-13.75,-5.92,-2.16,-6.54,,26.95,21.6,26.35,27.5,-12087.11329,-17245.44,-14438.304,0,0,0.23,
+08/07/2010,0,0,0,0,0,0,0,0,0,0,-13.8,-5.99,-2.22,-6.57,,26.15,21.05,26.15,28.1,-12087.11329,-17245.44,-14438.304,0,0,0.22,
+09/07/2010,0,0,0,0,0,0,0.2,0,0,0,-13.8,-6.06,-2.22,-6.63,,26.55,23,26.7,27.6,-12087.11329,-17245.44,-14438.304,0,0,0.21,
+10/07/2010,0,0,0,0,0,0,0,0,0,0,-13.78,-6.06,-2.24,-6.7,,27.45,23.8,28,28.85,-12087.11329,-17245.44,-14438.304,0,0,0.21,
+11/07/2010,0,0,0,0,0,0,0,0,0,0,-13.77,-6.04,-2.24,-6.73,,28.35,23,27.55,29.1,-11482.75763,-16383.168,-13716.3888,0,0,0.21,
+12/07/2010,0,0,0,0,0,0,0,0,0,0,-13.76,-6.07,-2.26,-6.72,,27.1,22.35,26.75,28.5,-12087.11329,-17245.44,-14438.304,0,0,0.22,
+13/07/2010,0,0,0,0,0,0,0,0,0,0,-13.8,-6.1,-2.28,-6.78,,25.95,20.95,25.5,26.85,-12087.11329,-17245.44,-14438.304,0,0,0.2,
+14/07/2010,0,0,0,0,0,0,0,0,0,0,-13.84,-6.12,-2.31,-6.87,,27.1,22.9,26.8,27.45,-12087.11329,-17245.44,-14438.304,0,0,0.19,
+15/07/2010,0,0,0,0,0,0,0,0,0,0,-13.85,-6.14,-2.33,-6.97,,26.8,22.95,26.5,27.25,-12087.11329,-17245.44,-14438.304,0,0,0.19,
+16/07/2010,0,0,0,0,0,0,0,0,0,0,-13.87,-6.16,-2.35,-7.03,,26.7,23.9,26.7,28.1,-12087.11329,-17245.44,-14438.304,0,0,0.18,
+17/07/2010,0,0,0,0,0,0,0,0,0,0,-13.86,-6.17,-2.38,-7.1,,25.05,21.2,25.05,26.8,-12087.11329,-17245.44,-14438.304,0,0,0.16,
+18/07/2010,0,0,0,0,0,0,0,0,0,0,-13.85,-6.12,-2.38,-7.12,,27.5,21.8,25.6,28.8,-11482.75763,-16383.168,-13716.3888,0,0,0.17,
+19/07/2010,0,0,0,0,0,0,0,0,0,0,-13.85,-6.14,-2.42,-7.12,,25.6,21.4,25.6,26.9,-12087.11329,-17245.44,-14438.304,0,0,0.17,
+20/07/2010,0,0,0,0,0,0,0,0.2,0,0,-13.85,-6.19,-2.45,-7.22,,25.95,21.55,26.1,27.1,-12087.11329,-17245.44,-14438.304,0,0,0.16,
+21/07/2010,0,0,0,0,0,0,0,0,0,0,-13.88,-6.21,-2.47,-7.31,,26.35,22.45,26.5,27.2,-12087.11329,-17245.44,-14438.304,0,0,0.16,
+22/07/2010,0,0,0,0,0,0,0,0,0,0,-13.88,-6.23,-2.5,-7.42,,26.6,22.25,26.55,27.7,-12087.11329,-17245.44,-14438.304,0,0,0.15,
+23/07/2010,0,0,0,0,0,0,0,0,0,0,-13.88,-6.24,-2.51,-7.45,,26.3,20.85,25.8,27.25,-12087.11329,-17245.44,-14438.304,0,0,0.16,
+24/07/2010,0,0,0,0,0,0,0,0,0,0,-13.86,-6.24,-2.53,-7.52,,24.9,20.05,25.5,27.15,-12087.11329,-17245.44,-14438.304,0,0,0.16,
+25/07/2010,0,0,0,0,0,0,0,0,0,0,-13.86,-6.18,-2.54,-7.45,,22.65,18.65,22.85,24.1,-11482.75763,-16383.168,-13716.3888,0,0,0.15,
+26/07/2010,0,0,0,2.4,0,0,0,0,0,0.6,-13.87,-6.17,-2.55,-7.44,,21.7,16.9,21.95,23.95,-12087.11329,-17245.44,-14438.304,0,0,0.15,
+27/07/2010,0,0,0,0,0,0,0,0,0,0,-13.91,-6.21,-2.55,-7.5,,20.6,17.75,20.9,21.75,-12087.11329,-17245.44,-14438.304,0,0,0.15,
+28/07/2010,3,0,0,0,0,0.4,0.8,9.6,4.8,3.8,-13.94,-6.22,-2.56,-7.6,,22.05,18.9,21.75,22.8,-12087.11329,-17245.44,-14438.304,0,0,0.15,
+29/07/2010,26.6,0.2,134,0,37.4,31.2,26.8,5,19.2,16.6,-13.9,-4.19,-2.27,-7.6,,20.3,14.55,19.3,19.75,-12087.11329,-17245.44,-14438.304,0,0,0.25,
+30/07/2010,52.2,119,0,107.4,51,72.2,76.8,59,50.2,102.6,-13.88,-3.75,-1.69,-7.47,,21.35,16.4,20.95,21.65,-12087.11329,-17245.44,-14438.304,0,0,0.36,
+31/07/2010,0,0,0,0,0,0.4,1.8,0.8,0,0,-13.92,-5.72,-1.86,-7.29,,21.8,16.9,21.65,22.2,-12087.11329,-17245.44,-14438.304,0,0,0.21,
+01/08/2010,0,0,0,0,0,0,0,0,0,0,-13.93,-5.89,-1.94,-7.19,,22.45,18.95,22.7,23.15,-10336.6129,-15045.264,-12125.6784,0,0,0.18,
+02/08/2010,0,0,0,0,0,0,0,0,0,0,-13.91,-5.93,-2.05,-7.12,,22.95,20.45,23.3,23.8,-10880.64516,-15837.12,-12763.872,0,0,0.17,
+03/08/2010,0,0,0.2,0,0,0,0,0,0,0,-13.88,-5.98,-2.04,-7.04,,22.65,18.85,22.45,23.7,-10880.64516,-15837.12,-12763.872,0,0,0.16,
+04/08/2010,0,0,0,0.4,0,0.4,0,5,0,0,-13.86,-6.01,-2.07,-7.11,,23.35,19.2,23.5,24.55,-10880.64516,-15837.12,-12763.872,0,0,0.16,
+05/08/2010,38.6,1.2,19,0,2.4,4,21.6,14.6,20.6,41.2,-13.84,-5.93,-1.85,-7.03,,19.7,15.85,18.75,19.3,-10880.64516,-15837.12,-12763.872,0,0,0.21,
+06/08/2010,29,40,0,19.8,20.8,14.6,25.6,8.6,35.8,23,-13.89,-5.93,-1.67,-7.01,,20.9,15.1,20.2,21.65,-10880.64516,-15837.12,-12763.872,0,0,0.25,
+07/08/2010,0,0,0,0,0,0,0,0,0,0,-13.92,-5.92,-1.8,-7.04,,21.9,16.95,21.45,22.5,-10880.64516,-15837.12,-12763.872,0,0,0.19,
+08/08/2010,0,0,0,0,0,0,0,0,0,0,-13.93,-5.89,-1.88,-7.04,,21.95,17.9,21.45,22.5,-10336.6129,-15045.264,-12125.6784,0,0,0.16,
+09/08/2010,0,0,0,0,0,0,0,0,0,0,-13.92,-5.89,-1.92,-6.97,,22.3,17.1,21.85,22.7,-10880.64516,-15837.12,-12763.872,0,0,0.16,
+10/08/2010,0,0,0.2,0,0,0,0,0,0,0,-13.9,-5.92,-1.96,-7.02,,23.65,18.5,23.4,24.9,-10880.64516,-15837.12,-12763.872,0,0,0.17,
+11/08/2010,0,0,0,0,0,0,0,0,0,0,-13.9,-5.94,-1.99,-7.08,,23.95,19.05,23.6,25.3,-10880.64516,-15837.12,-12763.872,0,0,0.17,
+12/08/2010,0,0,0.6,0,0,0,0,0,0,0,-13.89,-5.95,-2,-7.07,,23.3,18.75,23.25,24.6,-10880.64516,-15837.12,-12763.872,0,0,0.18,
+13/08/2010,27.6,31.2,17.8,7,19.6,32,23.2,7.2,11.6,15,-13.87,-5.63,-1.91,-6.93,,21.25,16.95,21.25,21.75,-10880.64516,-15837.12,-12763.872,0,0,0.21,
+14/08/2010,0.6,1.2,39,14,1.6,1.2,1.4,4.2,1.8,1,-13.86,-5.79,-1.73,-6.83,,19.05,15.45,19.2,18.9,-10880.64516,-15837.12,-12763.872,0,0,0.27,
+15/08/2010,44.8,23.8,0.2,30.6,27.6,26.4,41,26,41.4,60,-13.86,-5.81,-1.49,-6.68,,22.1,16.3,21.5,23.1,-10336.6129,-15045.264,-12125.6784,0,0,0.42,
+16/08/2010,1.4,0,5.4,0,0.2,0.2,0.6,0.2,0.4,0,-13.85,-5.78,-1.63,-6.59,,20.75,14.2,20.55,22,-10880.64516,-15837.12,-12763.872,0,0,0.31,
+17/08/2010,0,0,0.6,2.4,0,0,0.2,0,0.2,0.4,-13.84,-5.76,-1.74,-6.57,,19.85,15,20.6,21.2,-10880.64516,-15837.12,-12763.872,0,0,0.2,
+18/08/2010,0,0,0.2,0.2,0,0,0,0,0,0.4,-13.82,-5.77,-1.77,-6.52,,20.9,16.2,21.05,22.35,-10880.64516,-15837.12,-12763.872,0,0,0.21,
+19/08/2010,0,0,0.2,0,0.2,0,0,0,0,0.2,-13.83,-5.79,-1.81,-6.57,,23,18.5,22.85,24.2,-10880.64516,-15837.12,-12763.872,0,0,0.21,
+20/08/2010,0,0,0,0,0,0.4,0,0,0,0,-13.84,-5.82,-1.85,-6.63,,24.45,20.9,24.7,24.85,-10880.64516,-15837.12,-12763.872,0,0,0.2,
+21/08/2010,0,0,0,0,0,0,0,0,0,0.2,-13.83,-5.84,-1.88,-6.72,,26.55,22.4,27.05,27.1,-10880.64516,-15837.12,-12763.872,0,0,0.2,
+22/08/2010,0,0,0,0,0,0,0,0.2,0,0,-13.79,-5.84,-1.91,-6.77,,26.85,22.25,26.45,26.95,-10336.6129,-15045.264,-12125.6784,0,0,0.18,
+23/08/2010,0,0,0,0,0,0,0,0,0,0,-13.74,-5.93,-1.95,-6.81,,24.65,20.75,24.55,25.75,-10880.64516,-15837.12,-12763.872,0,0,0.19,
+24/08/2010,0,0,0,0,0,0,0,0,0,0,-13.73,-6.03,-1.98,-6.93,,24.75,20,23.7,25.4,-10880.64516,-15837.12,-12763.872,0,0,0.19,
+25/08/2010,0,0,0,0,0,0,0,0,0,0,-13.73,-6.07,-2.01,-7.01,,23.9,19.7,23.85,24.8,-10880.64516,-15837.12,-12763.872,0,0,0.19,
+26/08/2010,0,0,0,0,0,0,0,0,0,0,-13.73,-6.13,-2.03,-7.04,,23.3,20.4,23.9,24.7,-10880.64516,-15837.12,-12763.872,0,0,0.19,
+27/08/2010,0,0,0,0,0,0,0,0,0,0,-13.69,-6.29,-2.07,-7.08,,23.8,19.3,23.7,25.3,-10880.64516,-15837.12,-12763.872,0,0,0.2,
+28/08/2010,0.2,0,0,0,0.2,0.4,0,0,0,2.2,-13.65,-6.18,-2.08,-7.12,,24.2,18.05,23.75,25.35,-10880.64516,-15837.12,-12763.872,0,0,0.19,
+29/08/2010,0,0,0.2,0,0,0,0,3,0,0.2,-13.68,-6,-2.1,-7.24,,22.15,17.3,22.55,23.6,-10336.6129,-15045.264,-12125.6784,0,0,0.18,
+30/08/2010,0.6,0,0.4,0,0,0,0,0,0,0,-13.66,-6.05,-2.1,-7.22,,19.8,15.55,19.25,20.6,-10880.64516,-15837.12,-12763.872,0,0,0.19,
+31/08/2010,10.6,0,0,1,2.6,5,3.4,3.8,3.2,1.8,-13.7,-6.24,-2.09,-7.27,,17.75,16.25,18.3,19.3,-10880.64516,-15837.12,-12763.872,0,0,0.18,
+01/09/2010,0,0,0,0,0,0,0,0,0,0,-13.71,-6.15,-2.12,-7.3,,19.05,16.25,19.4,19.85,-11160,-15837.12,-12934.08,0,0,0.17,
+02/09/2010,0,0,0,0,0,0,0,0,0,0,-13.71,-6.05,-2.15,-7.42,,19.05,17.15,19.75,20,-11160,-15837.12,-12934.08,0,0,0.16,
+03/09/2010,0,0,0,0,0,0,0,0,0,0,-13.71,-6.08,-2.16,-7.4,,21.9,18.55,22.1,22.35,-11160,-15837.12,-12934.08,0,0,0.17,
+04/09/2010,0,0,0,0,0,0,0,0,0,0,-13.72,-6.1,-2.18,-7.5,,21.45,18,21.85,22.3,-11160,-15837.12,-12934.08,0,0,0.16,
+05/09/2010,0,0,0,0,0,0,0,0.2,0,0,-13.72,-6.08,-2.19,-7.51,,21.55,17.9,21.4,22.1,-10602,-15045.264,-12287.376,0,0,0.15,
+06/09/2010,0,0,0,0,0,0,0,1.8,0,0,-13.71,-6.1,-2.19,-7.57,,21.6,17.7,21.65,22.5,-11160,-15837.12,-12934.08,0,0,0.16,
+07/09/2010,2.2,0,0,0,0,0,0,0.6,0,2.4,-13.7,-6.13,-2.19,-7.54,,22.7,17.9,22.45,23.95,-11160,-15837.12,-12934.08,0,0,0.18,
+08/09/2010,8.2,7,17.6,26.6,2.4,4,2.4,3.8,1.4,3.6,-13.68,-5.93,-2.17,-7.53,,21.8,15.15,20.3,21.95,-11160,-15837.12,-12934.08,0,0,0.2,
+09/09/2010,1.8,7.2,0,4.6,12.8,8.4,2.8,2.2,3.8,5.4,-13.71,-6.14,-2.18,-7.58,,20.05,14.4,19.55,20.5,-11160,-15837.12,-12934.08,0,0,0.18,
+10/09/2010,27.6,1.6,0,0,8.2,8,0.6,1.2,2,4.4,-13.73,-6.16,-2.2,-7.67,,19.45,15.4,19.95,19.95,-11160,-15837.12,-12934.08,0,0,0.16,
+11/09/2010,0,0.4,0,0,0,0,0.4,0,0.2,0,-13.73,-6.18,-2.22,-7.76,,20.15,17,21.2,21.2,-11160,-15837.12,-12934.08,0,0,0.15,
+12/09/2010,0,0,0,0,0,0,0,0,0,0,-13.74,-6.16,-2.24,-7.79,,20.65,16.75,20.35,20.3,-10602,-15045.264,-12287.376,0,0,0.15,
+13/09/2010,0,0,40.2,0,0,0,0.2,0,0,0,-13.73,-6.16,-2.23,-7.75,,18.15,15.8,19.8,20.15,-11160,-15837.12,-12934.08,0,0,0.17,
+14/09/2010,16,4.4,0,22.6,46.4,16.4,23.4,31.4,28.6,12,-13.74,-6.17,-2.14,-7.83,,19.35,16.15,20.05,20.4,-11160,-15837.12,-12934.08,0,0,0.18,
+15/09/2010,0,0,0,0,0,0,0,0,0,0,-13.72,-6.18,-2.2,-7.89,,19.75,16.45,20,20.3,-11160,-15837.12,-12934.08,0,0,0.16,
+16/09/2010,3,0.8,0,0,3.6,5.2,0.8,0.2,1.4,3.2,-13.71,-6.19,-2.2,-7.85,,20.6,16.9,20.55,21.55,-11160,-15837.12,-12934.08,0,0,0.17,
+17/09/2010,3,2.4,2,0.2,13.8,43.2,3.2,1.8,2.4,6,-13.7,-6.18,-2.19,-7.76,,21.75,16,20.6,21.9,-11160,-15837.12,-12934.08,0,0,0.2,
+18/09/2010,17.8,9,5.4,2.4,8.8,2.8,9,6,33,12.2,-13.69,-6.17,-2.19,-7.65,,23.4,15.8,21.9,23.1,-11160,-15837.12,-12934.08,0,0,0.21,
+19/09/2010,16.2,10.2,5.6,8.2,10,9.6,18.6,21,32.8,10.6,-13.68,-6.15,-2.13,-7.63,,18.9,14.15,19.45,19.1,-10602,-15045.264,-12287.376,0,0,0.24,
+20/09/2010,0,0,0,0,0,0,0,0.2,0,0,-13.72,-6.17,-2.17,-7.6,,18.25,14.75,19,18.75,-11160,-15837.12,-12934.08,0,0,0.2,
+21/09/2010,0,0,0,0,0,0,0,0,0,0,-13.71,-6.2,-2.17,-7.59,,17.75,16.15,19.5,19.5,-11160,-15837.12,-12934.08,0,0,0.19,
+22/09/2010,0,0,0,0,0,0,0,0,0,0,-13.72,-6.2,-2.22,-7.63,,21.1,17.25,21.35,21.45,-11160,-15837.12,-12934.08,0,0,0.19,
+23/09/2010,0,0,0,0,0,0,0,0,0,0,-13.71,-6.2,-2.23,-7.71,,18.8,16.75,20,19.35,-11160,-15837.12,-12934.08,0,0,0.18,
+24/09/2010,0,0,3,0,0,0,0,0,0,0,-13.63,-6.2,-2.22,-7.7,,18.3,15.2,19.05,18.3,-11160,-15837.12,-12934.08,0,0,0.18,
+25/09/2010,19.4,8.4,7,9.6,9.2,10,27.2,15.2,16.2,34.6,-13.56,-6.21,-2.18,-7.64,,18.45,12.2,17.45,19.1,-11160,-15837.12,-12934.08,0,0,0.19,
+26/09/2010,0,0.8,7.6,0,0,0,0,0.2,0,0,-13.6,-6.19,-2.21,-7.55,,15.5,11.8,15.9,16.55,-10602,-15045.264,-12287.376,0,0,0.19,
+27/09/2010,12.4,9.8,5,4.8,4,6.2,3.6,0,5.8,27.4,-13.64,-6.18,-2.19,-7.49,,15.9,9.55,15.65,15.65,-11160,-15837.12,-12934.08,0,0,0.19,
+28/09/2010,9.8,1.2,2.4,1.2,3,1.8,3,0.4,10.2,6.6,-13.66,-6.19,-2.23,-7.49,,15.55,10.5,15.3,15.45,-11160,-15837.12,-12934.08,0,0,0.2,
+29/09/2010,6.4,2.4,0,1.2,1.8,2.2,2.6,6,6,5,-13.69,-6.21,-2.23,-7.6,,15.15,11.2,15.45,15.55,-11160,-15837.12,-12934.08,0,0,0.24,
+30/09/2010,0,0,0,0,0,0,0,0,0.2,0,-13.69,-6.2,-2.24,-7.55,,16.2,12.2,15.95,16.25,-11160,-15837.12,-12934.08,0,0,0.24,
+01/10/2010,0,0.4,2.6,0,0.8,0,0.2,0.2,0,0.6,-13.69,-6.19,-2.25,-7.53,,15.5,11.3,15.7,15.15,-10687.09677,-15863.04,-13106.88,0,0,0.22,
+02/10/2010,5,4.6,0.2,1.2,5.4,10.4,4,0.6,3.6,8.2,-13.7,-6.2,-2.26,-7.52,,16.9,13.25,17.5,17.45,-10687.09677,-15863.04,-13106.88,0,0,0.2,
+03/10/2010,0,0,0,0,0,0,1.6,0,0,0,-13.7,-6.18,-2.25,-7.52,,17.1,13.4,16.9,16.2,-10152.74194,-15069.888,-12451.536,0,0,0.21,
+04/10/2010,2,1,14.2,0.8,3.4,1.2,3.4,1.8,5.6,4,-13.66,-6.18,-2.21,-7.41,,16.4,13.9,17.5,16.55,-10687.09677,-15863.04,-13106.88,0,0,0.23,
+05/10/2010,39.4,24,8.6,22,25.6,21.4,24.8,18,26.6,34.2,-13.64,-6.19,-2.08,-7.38,,19.25,13.65,17.8,18.45,-10687.09677,-15863.04,-13106.88,0,0,0.45,
+06/10/2010,3.4,0,0,0.2,6.4,2,2.8,0,3.8,7.2,-13.68,-6.16,-2.17,-7.42,,18.45,13.65,19.3,19.15,-10687.09677,-15863.04,-13106.88,0,0,0.38,
+07/10/2010,0,0,0.2,0,0,0,0.4,0,0,0,-13.7,-6.14,-2.2,-7.46,,18.75,15.85,19.95,19,-10687.09677,-15863.04,-13106.88,0,0,0.29,
+08/10/2010,0,0,0,0,0,0,0.2,0,0,0.2,-13.71,-6.13,-2.21,-7.52,,17.3,13.05,17.35,18.65,-10687.09677,-15863.04,-13106.88,0,0,0.26,
+09/10/2010,0,0,0,0,0,0,0.2,0,0,0,-13.7,-6.12,-2.26,-7.52,,14.9,11.6,15.9,16.4,-10687.09677,-15863.04,-13106.88,0,0,0.21,
+10/10/2010,0,0,0,0,0,0,0.2,0,0,0,-13.63,-6.1,-2.22,-7.47,,12.6,9.2,14,13.95,-10152.74194,-15069.888,-12451.536,0,0,0.23,
+11/10/2010,0,0,0,0,0,0,0,0,0,0,-13.61,-6.1,-2.24,-7.39,,14.75,9.6,14.8,15.6,-10687.09677,-15863.04,-13106.88,0,0,0.23,
+12/10/2010,0.2,0,0,0,0,0,0,0.6,0,0.2,-13.62,-6.13,-2.29,-7.47,,14.95,11.45,15.65,16.2,-10687.09677,-15863.04,-13106.88,0,0,0.22,
+13/10/2010,0.2,0,1.6,0,0,0,0,3,0.2,0.4,-13.61,-6.13,-2.28,-7.43,,16.2,9.9,16.25,16.95,-10687.09677,-15863.04,-13106.88,0,0,0.21,
+14/10/2010,0,0.4,0,0.2,0.6,1.4,0.2,0.8,0.2,0.4,-13.61,-6.15,-2.31,-7.43,,14.75,11,15.45,15.8,-10687.09677,-15863.04,-13106.88,0,0,0.21,
+15/10/2010,0,0,0.2,0,0,0,0,0,0,0,-13.61,-6.18,-2.32,-7.48,,14.45,11.2,15.4,15.3,-10687.09677,-15863.04,-13106.88,0,0,0.23,
+16/10/2010,0,0,21,0,0,0,0,0,0.2,0,-13.58,-6.2,-2.34,-7.51,,14.7,9.3,14.75,15.3,-10687.09677,-15863.04,-13106.88,0,0,0.23,
+17/10/2010,23,43.6,5.4,19.6,32.6,38,19.6,16.4,26,28.6,-13.57,-4.04,-2.11,-7.53,,14.7,8.4,13.6,14.15,-10152.74194,-15069.888,-12451.536,0,0,0.25,
+18/10/2010,2.4,1.6,2.2,1,3,1.2,3,5.2,1.6,4.4,-13.59,-5.89,-2.16,-7.54,,12.4,7.6,12.3,13.5,-10687.09677,-15863.04,-13106.88,0,0,0.2,
+19/10/2010,0,0,0,0,0.2,0,0.2,0.2,0,0,-13.58,-6.05,-2.2,-7.51,,12.7,10,12.55,13.6,-10687.09677,-15863.04,-13106.88,0,0,0.19,
+20/10/2010,0,0.2,0.6,1.8,0,0.2,0,0,0.2,0.2,-13.6,-6.06,-2.24,-7.48,,12.6,10.8,13.85,12.6,-10687.09677,-15863.04,-13106.88,0,0,0.19,
+21/10/2010,0,0.2,0,0,0,0,0,0,0,0,-13.71,-6.06,-2.3,-7.52,,12,10.55,13.2,11.5,-10687.09677,-15863.04,-13106.88,0,0,0.17,
+22/10/2010,0,0,0,0,0,0,0,0,0,0,-13.74,-6.06,-2.3,-7.55,,11.95,11.05,13.95,11.85,-10687.09677,-15863.04,-13106.88,0,0,0.17,
+23/10/2010,0,0,0.4,0.2,0,0,0,0,0,0,-13.7,-6.06,-2.32,-7.58,,12.25,10.25,13.65,12.15,-10687.09677,-15863.04,-13106.88,0,0,0.18,
+24/10/2010,0.2,1.4,22.6,0.2,0.2,0,0,0,0,0.2,-13.64,-5.8,-2.26,-7.43,,13.3,9.45,12.5,12.6,-10152.74194,-15069.888,-12451.536,0,0,0.23,
+25/10/2010,84.4,57.4,33.2,24.4,82.6,71.2,90.4,14.6,93.4,114.2,-13.57,-4.75,-1.82,-7.26,,13.1,7.9,12.7,12.15,-10687.09677,-15863.04,-13106.88,0,0,0.78,
+26/10/2010,19.2,21.2,0,12.6,14,21.2,12.8,19.6,12.4,21.2,-13.67,-5.83,-1.72,-7.21,,11.45,5.65,9.7,10.5,-10687.09677,-15863.04,-13106.88,0,0,0.63,
+27/10/2010,0,0,0,0,0,0,0,8.4,0,0,-13.71,-5.84,-1.82,-7.21,,9.6,5.6,9.25,9.55,-10687.09677,-15863.04,-13106.88,0,0,0.48,
+28/10/2010,0,0,0,0,0,0,0.2,0,0,0,-13.71,-5.81,-1.92,-7.24,,8.85,7.85,10.15,9.2,-10687.09677,-15863.04,-13106.88,0,0,0.38,
+29/10/2010,0,0,0,0,0,0,0,0,0,0,-13.69,-5.81,-1.95,-7.25,,10.75,11.35,12.9,10.85,-10687.09677,-15863.04,-13106.88,0,0,0.39,
+30/10/2010,0,0,0.6,0.2,0,0,0,0,0,0,-13.67,-5.82,-2.01,-7.25,,9.1,8.75,11,9.45,-10687.09677,-15863.04,-13106.88,0,0,0.42,
+31/10/2010,67,61.8,44.2,11,37.6,41,49.8,30,46,87.6,-13.6,-4.91,-1.47,-7.19,,14,10.1,15,14.05,-10152.74194,-15069.888,-12451.536,0,0,1.03,
+01/11/2010,141.2,51.6,57.2,33,65.4,58.2,82.6,27,84.2,154.6,-13.57,-5.36,-0.78,-6.87,,14.1,10.3,15,14.05,-10203.33333,-16182.72,-13469.76,0,0,1.79,
+02/11/2010,36,22.4,8.4,21.8,26,22.8,30.2,9.2,22.8,27.2,-13.59,-5.21,-0.82,-6.5,,16,10.8,15.85,15.05,-10203.33333,-16182.72,-13469.76,0,0,1.15,
+03/11/2010,0.8,3.2,7.6,6.4,2.6,2.4,1,27.8,1,1.6,-13.66,-5.08,-0.96,-6.09,,13.35,10.7,14.4,14.05,-10203.33333,-16182.72,-13469.76,0,0,0.84,
+04/11/2010,0.2,0.6,0,1,0,0.2,0.2,2.8,0,0.4,-13.72,-5.07,-1.12,-6.11,,14.85,12.85,15.75,14.5,-10203.33333,-16182.72,-13469.76,0,0,0.72,
+05/11/2010,0.2,0,0,0.2,0,0,0,0,0.2,0.2,-13.72,-5.09,-1.24,-6.16,,13.3,12.75,14.9,13.7,-10203.33333,-16182.72,-13469.76,0,0,0.62,
+06/11/2010,0,0.2,0,0.2,0.2,0,0,0,0,0.2,-13.64,-5.13,-1.31,-6.11,,12.6,10.85,13.25,12.45,-10203.33333,-16182.72,-13469.76,0,0,0.56,
+07/11/2010,1,5.8,15.4,2.8,0,0,0.2,0,0.4,2,-13.51,-5.12,-1.22,-5.97,,13.9,9.4,12.95,13.1,-9693.166667,-15373.584,-12796.272,0,0,0.55,
+08/11/2010,33.4,56.2,32.4,17.2,26,31.6,25.4,0.4,20.4,33.4,-13.38,-4.76,-0.6,-5.69,,11.2,6.55,10.9,11.2,-10203.33333,-16182.72,-13469.76,0,0,0.62,
+09/11/2010,31.4,21.8,24.6,16.8,34.2,34.2,39.6,0,26.8,49.6,-13.35,-4.88,-0.66,-5.49,,11.65,6.1,10.25,10.55,-10203.33333,-16182.72,-13469.76,0,0,0.88,
+10/11/2010,17.2,12.4,30,21.6,13.6,19.8,24.8,1.4,19.6,15.2,-13.43,-4.74,-0.65,-5.37,,10.95,6.5,10.85,10.85,-10203.33333,-16182.72,-13469.76,0,0,0.9,
+11/11/2010,33.2,23.2,0.4,27.2,18,18.4,27.4,0.6,26.8,39.2,-13.54,-4.61,-0.72,-5.34,,12.2,7.5,11.95,12.4,-10203.33333,-16182.72,-13469.76,0,0,0.9,
+12/11/2010,0.4,6.6,28,6.4,2.2,4.4,1,0,0.6,2,-13.53,-4.55,-0.75,-5.28,,9.65,8.15,10.05,10.2,-10203.33333,-16182.72,-13469.76,0,0,0.81,
+13/11/2010,3.6,19.8,0.8,12.6,13.6,15.4,6.2,0,4,10.2,-13.53,-4.5,-0.79,-5.21,,13.2,9.75,13.3,13.3,-10203.33333,-16182.72,-13469.76,0,0,0.73,
+14/11/2010,0,0,0.8,0.2,0.2,0,0,0,0.2,0,-13.53,-4.5,-0.93,-5.22,,12.55,9.85,13.85,13.75,-9693.166667,-15373.584,-12796.272,0,0,0.66,
+15/11/2010,0.2,0,3.8,0.4,0,0,0.2,0,0,0.2,-13.51,-4.55,-1.02,-5.19,,14.65,10.65,14.3,14.55,-10203.33333,-16182.72,-13469.76,0,0,0.61,
+16/11/2010,52.6,46,41.4,26,41.4,40.4,37.8,14.8,43.6,59.8,-13.44,-3.38,-0.72,-5.12,,13.45,8.3,14,13.55,-10203.33333,-16182.72,-13469.76,0,0,0.95,
+17/11/2010,2,0.6,0.2,0,1.2,0.2,1.4,0.2,2.2,5.2,-13.44,-4.37,-0.87,-5.07,,11.45,7.6,12.55,11.95,-10203.33333,-16182.72,-13469.76,0,0,0.81,
+18/11/2010,0.4,2.4,10.8,0.4,0,0.6,0,0,0,1,-13.47,-4.43,-0.94,-5.12,,6.9,5.85,8.3,7.65,-10203.33333,-16182.72,-13469.76,0,0,0.72,
+19/11/2010,16,12.4,4.6,6.8,14.2,12.4,16.6,0.4,15.6,21.6,-13.52,-4.51,-0.93,-5.09,,11.3,5.9,10.4,11.6,-10203.33333,-16182.72,-13469.76,0,0,0.67,
+20/11/2010,5.2,5.2,6.6,10.2,5.8,6.2,3.4,0,3,4,-13.5,-4.65,-0.96,,,10.05,5.8,10.35,10.2,-10203.33333,-16182.72,-13469.76,0,0,0.61,
+21/11/2010,18,3.2,29.8,12.2,2,5.4,8.4,0.6,7,15,-13.39,-4.71,-0.86,,,10.65,6.6,10.65,10.75,-9693.166667,-15373.584,-12796.272,0,0,0.69,
+22/11/2010,46,39.6,7.6,15.8,32.2,37.4,41.8,6.2,40.6,51.2,-13.33,-4.66,-0.69,,,10.5,5.65,10.55,10.25,-10203.33333,-16182.72,-13469.76,0,0,0.97,
+23/11/2010,2.6,3.4,0.2,5.2,2.4,3.2,3,0,2.6,2.6,-13.33,-4.59,-0.84,,,8.4,4.3,8.3,8.35,-10203.33333,-16182.72,-13469.76,0,0,0.82,
+24/11/2010,0,0.2,0,0,0,0,0.2,0,0.2,0,-13.37,-4.62,-0.96,,,8.95,3.5,9.65,9.15,-10203.33333,-16182.72,-13469.76,0,0,0.69,
+25/11/2010,0.2,0.6,1.2,0,4.6,6.2,1.2,0,1.4,1.8,-13.37,-4.68,-1.07,,,7.2,2.6,8.2,7.45,-10203.33333,-16182.72,-13469.76,0,0,0.62,
+26/11/2010,24.4,16,8.2,11.6,20.8,19.6,24.4,0,17.4,18.4,-13.31,-4.73,-0.98,,,5.5,0.8,5.25,5.5,-10203.33333,-16182.72,-13469.76,0,0,0.63,
+27/11/2010,4,0.4,0.4,0.4,2,1.2,2.4,1.4,5.4,13.2,-13.38,-4.78,-1.03,,,4.1,1.5,5,4.05,-10203.33333,-16182.72,-13469.76,0,0,0.59,
+28/11/2010,2,1.4,16.2,1.4,0.2,0.2,2.6,0.6,0.6,4.6,-13.3,-4.79,-1.06,,,4.95,1.25,6.15,5.7,-9693.166667,-15373.584,-12796.272,0,0,0.55,
+29/11/2010,12,11.4,0.6,15.2,11.6,12.8,12,28.2,15.2,15.2,-13.35,-4.82,-0.98,,,8.8,2.95,9.25,9.35,-10203.33333,-16182.72,-13469.76,0,0,0.5,
+30/11/2010,0.6,0.2,4.2,0,0,0,1.2,0,0.2,0.6,-13.35,-4.79,-1.11,,,7.65,3.15,8.8,8.4,-10203.33333,-16182.72,-13469.76,0,0,0.51,
+01/12/2010,27,25.8,36.4,24.6,22.2,24,26.2,33.4,27,31.6,-13.29,-4.76,-0.88,,,9,4.3,8.7,9,-11067.74194,-16675.2,-13564.8,0,0,0.65,
+02/12/2010,27.2,8.2,16.4,17.8,17.8,16,31.8,6.4,30.6,36.2,-13.35,-4.68,-0.71,,,9.3,2.6,9.1,9.35,-11067.74194,-16675.2,-13564.8,0,0,0.8,
+03/12/2010,20.4,13,11,13,11.6,11.4,15.6,0.6,9.8,22.6,-13.35,-4.6,-0.72,,,6.95,1.1,5.95,6.45,-11067.74194,-16675.2,-13564.8,0,0,0.76,
+04/12/2010,12,3.6,2.4,4.2,2.4,5,10.8,0.6,10.2,16.6,-13.39,-4.55,-0.85,,,3.8,0.2,4.45,4.2,-11067.74194,-16675.2,-13564.8,0,0,0.68,
+05/12/2010,0.2,0,5.6,0,0,0,0.6,0,5.6,3,-13.42,-4.54,-0.97,,,1.65,1.1,2.35,1.95,-10514.35484,-15841.44,-12886.56,0,0,0.61,
+06/12/2010,19.8,5.2,9.4,5.6,14.8,8.4,20.8,0.2,17.2,24.2,-13.31,-4.55,-0.95,,,7.9,6.3,7.55,7.45,-11067.74194,-16675.2,-13564.8,0,0,0.67,
+07/12/2010,42.8,6.8,0.6,5.6,47.6,23.4,55,2.8,34.8,52.6,-13.31,-4.54,-0.95,,,13.65,10,12.5,12.35,-11067.74194,-16675.2,-13564.8,0,0,1.24,
+08/12/2010,9.6,0.8,2.8,0.6,4.8,4.4,9.4,0.2,6.4,8.2,-13.31,-4.47,-1.01,,,12.45,10.3,13.2,12.8,-11067.74194,-16675.2,-13564.8,0,0,1.18,
+09/12/2010,21.6,1.8,0.2,1.8,17,12.2,18.2,5.8,19.2,23,-13.31,-4.5,-1.07,,,11.2,5.45,10.05,11.05,-11067.74194,-16675.2,-13564.8,0,0,1.09,
+10/12/2010,0,0,0,0,0,0,0,0,0,0,-13.4,-4.58,-1.16,,,6.7,3.05,7.15,6.7,-11067.74194,-16675.2,-13564.8,0,0,0.83,
+11/12/2010,0,0,0,0,0,0,0.2,0,0,0,-13.38,-4.63,-1.26,,,4.5,3.6,6.8,5.4,-11067.74194,-16675.2,-13564.8,0,0,0.71,
+12/12/2010,0,0,0,0,0,0,0.2,0,0,0,-13.28,-4.67,-1.28,,,6.9,3.2,7.5,6.8,-10514.35484,-15841.44,-12886.56,0,0,0.67,
+13/12/2010,0.2,0,0,0,0,0,0,0,0,0,-13.3,-4.72,-1.36,,,5.35,1.85,5.85,5.2,-11067.74194,-16675.2,-13564.8,0,0,0.62,
+14/12/2010,0.2,0.2,0,0.2,0,0,0.2,0,0,0.2,-13.36,-4.78,-1.4,,,1.65,-1.85,1.75,1.95,-11067.74194,-16675.2,-13564.8,0,0,0.55,
+15/12/2010,0,0,0,0,0,0,0,0,0,0,-13.35,-4.82,-1.45,,,0.4,-2.7,1.3,1,-11067.74194,-16675.2,-13564.8,0,0,0.48,
+16/12/2010,0,0,0,0,0,0,0,0,0,0,-13.32,-4.87,-1.53,,,-1.6,-3.9,0.15,-0.15,-11067.74194,-16675.2,-13564.8,0,0,0.46,
+17/12/2010,0,0,0,0,0,0,0,0,0,0,-13.22,-4.91,-1.49,,,-4.05,-2.75,-2.85,-2.85,-11067.74194,-16675.2,-13564.8,0,0,0.46,
+18/12/2010,0,0,2.4,0,0,0,0,0,0,0,-13.22,-4.95,-1.57,,,-2.6,-1.8,0.35,-1.5,-11067.74194,-16675.2,-13564.8,0,0,0.43,
+19/12/2010,7.2,10.6,12.8,12.2,5.4,5,0.4,0,7.2,3.2,-13.27,-5.03,-1.62,,,-1.85,0.7,1.55,-0.75,-10514.35484,-15841.44,-12886.56,0,0,0.38,
+20/12/2010,8.4,16.4,18.6,21.8,7.6,8.8,13.6,0,5.6,16.2,-13.27,-5.09,-1.45,,,4.2,4.45,4.75,3.95,-11067.74194,-16675.2,-13564.8,0,0,0.39,
+21/12/2010,0.2,0,4.4,0,0,0,0.2,0,0,0.6,-13.29,-5.13,-1.31,,,4.85,5.6,7.55,6.05,-11067.74194,-16675.2,-13564.8,0,0,0.41,
+22/12/2010,66.4,50.4,26.4,38.8,64.4,70,71.6,3,58.8,102,-13.25,-5.08,-0.74,,,11.3,8.35,11.4,11.4,-11067.74194,-16675.2,-13564.8,0,0,1.09,
+23/12/2010,67.4,19,46.4,31.6,42,31.4,40.4,15,40.8,63.4,-13.15,-4.63,-0.68,,,13.5,8.6,13.9,12.8,-11067.74194,-16675.2,-13564.8,0,0,1.34,
+24/12/2010,34.6,19.6,21.4,11.4,37,23,30.4,12.8,33,46,,-4.5,-0.72,,,10.95,5.5,10.45,10.4,-11067.74194,-16675.2,-13564.8,0,0,1.46,
+25/12/2010,8.4,7.2,5,3.6,5.2,9.2,4.2,0.4,7.8,10.4,,-4.3,-0.85,,,9.25,2.8,8.3,8.75,-11067.74194,-16675.2,-13564.8,0,0,1.07,
+26/12/2010,2,0.2,0,0,0.2,0.6,1.2,3.4,1.4,1.6,,-4.3,-1,,,6.8,-0.3,6.35,6.3,-10514.35484,-15841.44,-12886.56,0,0,0.83,
+27/12/2010,0,0,0.4,0,0,0,0,15.6,0,0.4,,-4.39,-1.11,,,2.3,-1.55,3.25,3.4,-11067.74194,-16675.2,-13564.8,0,0,0.7,
+28/12/2010,0,0,0,0,0,0,0,0,0,0,,-4.48,-1.22,,,1.2,-0.9,3.25,1.75,-11067.74194,-16675.2,-13564.8,0,0,0.64,
+29/12/2010,0.2,0,1.4,0,0,0,0,0,0,0,,-4.56,-1.28,,,4.85,1.9,5.2,5,-11067.74194,-16675.2,-13564.8,0,0,0.61,
+30/12/2010,0.2,0,2,0.4,0.2,0.6,0.2,0,0.2,0.8,,-4.63,-1.34,,,5.95,3.8,6.25,6.3,-11067.74194,-16675.2,-13564.8,0,0,0.58,
+31/12/2010,0.2,0.2,0,0.6,0,0.2,0,0,0,0.2,,-4.69,-1.42,,,5.55,3.1,7.7,6.3,-11067.74194,-16675.2,-13564.8,0,0,0.57,
+01/01/2011,0,0,0,0,0,0,0,0,0.2,0,-13.2,-4.7,-1.46,,,5.75,3.6,6.4,4.9,-10080.64516,-16485.10963,-13875.84,0,0,0.5,-0.33
+02/01/2011,0,0,0,0.4,0,0,0,0,0,0,-13.15,-4.76,-1.42,,-2.2,5.2,2,6.35,5,-9576.612903,-15660.85414,-13182.048,0,0,0.48,-0.48
+03/01/2011,0,0,0,0,0,0,0,0,0,0,-13.19,-4.83,-1.54,,-2.29,3.85,0.25,4.25,4.4,-10080.64516,-16485.10963,-13875.84,0,0,0.46,-0.51
+04/01/2011,0.2,0,0,0,0,0,0.2,0,0,0,-13.23,-4.89,-1.54,,-2.41,-0.75,-2.2,1.05,0.15,-10080.64516,-16485.10963,-13875.84,0,0,0.43,-0.64
+05/01/2011,0,0,0,0,0,0,0,0,0,0,-13.23,-4.95,-1.67,,-2.5,3.75,0.3,3.95,3.55,-10080.64516,-16485.10963,-13875.84,0,0,0.39,-0.7
+06/01/2011,1.8,1,9.6,1.8,0.8,0.8,1.2,0,20.2,1.8,-13.24,-4.99,-1.68,,-2.56,5.9,3.95,6.7,6.75,-10080.64516,-16485.10963,-13875.84,0,0,0.42,-0.67
+07/01/2011,50.4,12.4,2.2,7.4,48,41.6,58,0,12.8,103.4,-13.25,-5.02,-1.54,,-2.48,10.25,7.35,10.3,10.1,-10080.64516,-16485.10963,-13875.84,0,0,0.66,0.23
+08/01/2011,8.8,0.4,0,0,2.6,1,5.8,0,0.4,10.8,-13.24,-5.03,-1.61,,-2.09,11.5,7.5,11.9,11.25,-10080.64516,-16485.10963,-13875.84,0,0,0.66,0.21
+09/01/2011,0.2,0,0,0,0.2,0,0,0,0,0,-13.23,-5.05,-1.65,,-2.1,11.15,7.6,12.25,10.55,-9576.612903,-15660.85414,-13182.048,0,0,0.6,0.06
+10/01/2011,0.8,0.6,19,0.6,0.6,0.6,0.6,0,12,1.6,-13.21,-5.06,-1.6,,-2.17,11,6.95,11.3,10.55,-10080.64516,-16485.10963,-13875.84,0,0,0.56,-0.12
+11/01/2011,9.6,13.4,23,28.4,13.6,18.4,12,1.6,7,10,-13.2,-5.08,-1.39,,-2.22,10.85,3.85,10.4,9.55,-10080.64516,-16485.10963,-13875.84,0,0,0.55,-0.18
+12/01/2011,5.6,23.4,0,12.8,10.6,13,7.2,1.6,0.4,10.2,-13.21,-5.07,-1.02,,-2.29,8.35,5.5,9.5,8.55,-10080.64516,-16485.10963,-13875.84,0,0,0.54,-0.21
+13/01/2011,0,0.2,0,0.2,0,0,0,0,0,0,-13.22,-5.04,-1.11,,-2.37,6.55,5.4,7.6,6.95,-10080.64516,-16485.10963,-13875.84,0,0,0.5,-0.36
+14/01/2011,0,0,0,0,0,0,0,0,0,0.2,-13.25,-5.05,-1.26,,-2.46,7,4.6,8.2,7.7,-10080.64516,-16485.10963,-13875.84,0,0,0.48,-0.56
+15/01/2011,0,0,0,0,0,0,0,0,0,0,-13.25,-5.08,-1.32,,-2.55,9.4,7.1,10.55,9.5,-10080.64516,-16485.10963,-13875.84,0,0,0.45,-0.7
+16/01/2011,0.2,0.2,0,0.2,0,0,0.2,0,0,0,-13.28,-5.11,-1.43,,-2.63,7.65,11.9,10.2,8.3,-9576.612903,-15660.85414,-13182.048,0,0,0.42,-0.77
+17/01/2011,0,0,0,0.6,0,0,0,0,0,0,-13.28,-5.13,-1.52,,-2.68,4.7,7.75,4.75,4.65,-10080.64516,-16485.10963,-13875.84,0,0,0.4,-0.78
+18/01/2011,0.2,0,0,0,0,0,0.2,0,0,0,-13.26,-5.14,-1.51,,-2.71,7.9,5.4,8.2,8.7,-10080.64516,-16485.10963,-13875.84,0,0,0.39,-0.75
+19/01/2011,0,0.2,9,0,0,0,0,0,0.4,0,-13.22,-5.16,-1.48,,-2.74,4.9,4.15,6.1,6.25,-10080.64516,-16485.10963,-13875.84,0,0,0.4,-0.59
+20/01/2011,0,6.8,1,8.4,1.4,4.4,0.6,2.4,0.2,2,-13.18,-5.2,-1.47,,-2.72,7.35,1.2,6.15,6.95,-10080.64516,-16485.10963,-13875.84,0,0,0.38,-0.7
+21/01/2011,0,0,0,0,0,0,0,32.2,0,0,-13.18,-5.22,-1.59,,-2.77,5.95,-0.85,6.65,6.35,-10080.64516,-16485.10963,-13875.84,0,0,0.34,-0.82
+22/01/2011,0,0,0,0,0,0,0,27.2,0,0.2,-13.17,-5.24,-1.65,,-2.81,2.35,-2.15,2.25,3.35,-10080.64516,-16485.10963,-13875.84,0,0,0.33,-0.84
+23/01/2011,0,0,0,0,0,0,0,10,0,0,-13.17,-5.27,-1.68,,-2.84,2.3,-0.7,3.75,3.45,-9576.612903,-15660.85414,-13182.048,0,0,0.32,-0.85
+24/01/2011,0,0,0,0,0,0,0,0.2,0,0,-13.18,-5.29,-1.7,,-2.86,1.1,0.6,3.3,1.8,-10080.64516,-16485.10963,-13875.84,0,0,0.33,-0.86
+25/01/2011,0,0,0,0,0,0,0,0,1,0,-13.19,-5.31,-1.78,,-2.88,0.9,1.3,1.75,1.2,-10080.64516,-16485.10963,-13875.84,0,0,0.34,-0.85
+26/01/2011,1.6,0.4,0.2,0.2,3,2.8,2,0,0,1.8,-13.14,-5.35,-1.74,,-2.89,3.35,2.45,3.2,3.35,-10080.64516,-16485.10963,-13875.84,0,0,0.31,-0.85
+27/01/2011,0.4,0.2,0,0,0,0,0,0,0,0.2,-13.14,-5.37,-1.73,,-2.91,7.6,3.2,7.25,7.7,-10080.64516,-16485.10963,-13875.84,0,0,0.29,-0.86
+28/01/2011,0,0,0,0,0.2,0,0,3.2,0.2,0,-13.17,-5.4,-1.77,,-2.91,6.9,2.3,7.25,7.25,-10080.64516,-16485.10963,-13875.84,0,0,0.28,-0.86
+29/01/2011,0,0,0,0,0,0,0,1.2,0.4,0,-13.2,-5.41,-1.79,,-2.93,6.3,0.5,6.55,6.9,-10080.64516,-16485.10963,-13875.84,0,0,0.29,-0.87
+30/01/2011,17,9.6,21,11,21.8,12.8,16.2,8.2,15.8,8.2,-13.16,-5.43,-1.82,,-2.94,3.75,-0.15,4.3,5.1,-9576.612903,-15660.85414,-13182.048,0,0,0.35,-0.84
+31/01/2011,7.4,2.2,0,2.6,4.4,2.8,6,9.6,2.2,15,-13.19,-5.44,-1.59,,-2.97,6.65,2.5,7.3,7,-10080.64516,-16485.10963,-13875.84,0,0,0.3,-0.86
+01/02/2011,0,0,0,0,0,0,0,0.6,0,3.8,-13.21,-5.45,-1.69,,-2.99,6.5,3.2,8.1,7.05,-10051.93939,-16035.84,-13314.24,0,0,0.29,-0.88
+02/02/2011,0,0,0,0.2,0,0,0,1.2,0,0,-13.21,-5.48,-1.66,,-3.02,6.55,4.95,8.15,7.5,-10051.93939,-16035.84,-13314.24,0,0,0.27,-0.89
+03/02/2011,0,0,0,0,0,0,0.2,25.6,0,0,-13.22,-5.51,-1.78,,-3.04,8.9,5,8.1,7.65,-10051.93939,-16035.84,-13314.24,0,0,0.25,-0.89
+04/02/2011,0,0,0,0,0,0,0,1,0,0,-13.25,-5.53,-1.89,,-3.07,8.7,7.8,9.75,8.2,-10051.93939,-16035.84,-13314.24,0,0,0.24,-0.9
+05/02/2011,0,0,0,0,0,0,0,0,0,0,-13.27,-5.53,-1.84,,-3.09,6.35,9.15,8.35,7.1,-10051.93939,-16035.84,-13314.24,0,0,0.24,-0.9
+06/02/2011,0,0.2,0,0,0,0,0,0,0,0,-13.26,-5.55,-1.85,,-3.09,5.8,12.05,6.7,5.9,-9549.342424,-15234.048,-12648.528,0,0,0.24,-0.9
+07/02/2011,0,0,0,0.4,0,0,0,0,0,0,-13.25,-5.56,-1.76,,-3.1,3.95,12.6,4.75,5.85,-10051.93939,-16035.84,-13314.24,0,0,0.25,-0.89
+08/02/2011,0,0,0,0,0,0,0.2,0,0,0,-13.22,-5.58,-1.79,,-3.11,5.8,7.65,5.15,6.05,-10051.93939,-16035.84,-13314.24,0,0,0.25,-0.89
+09/02/2011,0,0.2,0,0,0,0,0.2,0,0,0,-13.2,-5.59,-1.85,,-3.13,6.7,4.8,6.75,7.15,-10051.93939,-16035.84,-13314.24,0,0,0.25,-0.9
+10/02/2011,0,0,0,0.2,0,0,0,0,0.2,0,,-5.6,-1.81,,-3.14,4.9,3.85,6.85,8,-10051.93939,-16035.84,-13314.24,0,0,0.25,-0.9
+11/02/2011,0.2,0,0,0,0,0,0,0,0,0,,-5.61,-1.75,,-3.16,9.95,4.65,10.05,10.55,-10051.93939,-16035.84,-13314.24,0,0,0.26,-0.9
+12/02/2011,0,0,4.6,0,0,0,0,0,0.6,0,,-5.64,-1.93,,-3.17,9.95,4.45,10.05,10.3,-10051.93939,-16035.84,-13314.24,0,0,0.25,-0.9
+13/02/2011,3,7.6,30,3.4,5.4,4.6,2.4,0,12.8,7.4,,-5.64,-1.81,,-3.18,8.5,4.5,8.65,8.75,-9549.342424,-15234.048,-12648.528,0,0,0.24,-0.88
+14/02/2011,16.2,23.8,3.6,6.6,20.2,21.4,12.8,0,3,16.2,,-5.62,-1.46,,-3.16,8.4,4.5,9.7,9.1,-10051.93939,-16035.84,-13314.24,0,0,0.28,-0.86
+15/02/2011,0,0.4,9.4,0.2,0,0,0.4,0,8.6,0.4,,-5.61,-1.62,,-3.19,7.4,4.65,7.25,7.5,-10051.93939,-16035.84,-13314.24,0,0,0.38,-0.89
+16/02/2011,29.8,19.8,54.6,17.4,17.6,18,19.8,0,42,44.6,,-5.6,-1.21,,-3.19,7.85,3.75,8.05,8.05,-10051.93939,-16035.84,-13314.24,0,0,0.52,-0.52
+17/02/2011,37.2,28,28.4,25.8,33,26.6,35.2,0.2,21.2,42.2,,-5.53,-0.86,,-2.87,9.35,4.1,8.75,9.15,-10051.93939,-16035.84,-13314.24,0,0,0.71,0.28
+18/02/2011,22.8,11.2,0.6,14.8,17.8,10.2,17.6,2,0,29.4,,-5.43,-0.8,,-2.67,9.95,6.8,12.25,10.9,-10051.93939,-16035.84,-13314.24,0,0,0.67,0.19
+19/02/2011,0,0.2,0,0,0,0,0.2,0,0,0.2,,-5.33,-1.09,,-2.7,9.15,7,10.55,10,-10051.93939,-16035.84,-13314.24,0,0,0.55,-0.18
+20/02/2011,0,0,7.6,0,0,0,0,0,7.6,0,,-5.26,-1.24,,-2.82,7.65,3.65,8.4,8.5,-9549.342424,-15234.048,-12648.528,0,0,0.49,-0.51
+21/02/2011,11,9.4,1.8,9.6,7.6,6.8,8.6,5.6,1.8,13.4,,-5.24,-1.21,,-2.9,8.5,2.65,8.4,8.9,-10051.93939,-16035.84,-13314.24,0,0,0.47,-0.62
+22/02/2011,0.6,0,0,0,0,0,0,0,1.4,0,,-5.24,-1.26,,-3,6.6,3,6.95,7.05,-10051.93939,-16035.84,-13314.24,0,0,0.39,-0.84
+23/02/2011,0,0,0,0,0,0,0.2,0,0,0.6,,-5.26,-1.31,,-3.05,4.8,0.55,4.7,6,-10051.93939,-16035.84,-13314.24,0,0,0.35,-0.86
+24/02/2011,0,0,0,0,0,0,0,0.2,0,0,,-5.29,-1.4,,-3.1,3.6,1.2,4.7,5.05,-10051.93939,-16035.84,-13314.24,0,0,0.33,-0.88
+25/02/2011,0,0,0,0,0,0,0,0,0,0,,-5.32,-1.46,,-3.13,4.25,2.15,5.85,5.15,-10051.93939,-16035.84,-13314.24,0,0,0.34,-0.88
+26/02/2011,0,0,0,0,0,0,0,3,0,0,,-5.34,-1.49,,-3.16,6.9,1.25,4.55,6.3,-10051.93939,-16035.84,-13314.24,0,0,0.32,-0.88
+27/02/2011,0,0,0,0.2,0.4,0.2,0,2,1,0,,-5.34,-1.61,,-3.18,3.45,0.75,4.5,4.45,-9549.342424,-15234.048,-12648.528,0,0,0.38,-0.88
+28/02/2011,0.4,16.6,25,14.4,5.2,4.4,2.6,3,0.6,3.4,,-5.36,-1.58,,-3.19,8.7,2.55,9.05,8.65,-10051.93939,-16035.84,-13314.24,0,0,0.38,-0.89
+01/03/2011,0,0.2,0,0,0,0,0,17.6,0,0.2,,-5.37,-1.52,,-3.2,8.75,1.65,9.65,8.85,-9966,-15759.6192,-13063.68,0,0,0.31,-0.89
+02/03/2011,0,0.4,3.8,0.6,0,0,0,31.2,0,1,,-5.37,-1.54,,-3.22,6.15,-0.05,7.35,7.3,-9966,-15759.6192,-13063.68,0,0,0.3,-0.9
+03/03/2011,0.4,3.4,11.4,2.6,1.4,1,0.8,14.2,8.8,0.2,,-5.37,-1.67,,-3.23,4.95,-0.7,5.05,5.5,-9966,-15759.6192,-13063.68,0,0,0.31,-0.9
+04/03/2011,4.8,2.6,0,2,4.6,1.8,5.6,11.6,0.2,4.8,,-5.39,-1.58,,-3.24,8.25,3.8,9.7,9.4,-9966,-15759.6192,-13063.68,0,0,0.29,-0.9
+05/03/2011,0,0,2.8,0.2,0,0,0,0,0.2,0,,-5.42,-1.71,,-3.25,10,3.75,9.5,10.2,-9966,-15759.6192,-13063.68,0,0,0.27,-0.91
+06/03/2011,0,1.2,0.4,3,0,0.4,0,0.2,0,0,,-5.43,-1.72,,-3.25,10.35,5.45,9.75,10.6,-9467.7,-14971.63824,-12410.496,0,0,0.25,-0.91
+07/03/2011,0,0,0,0,0,0,0,0,0,0,,-5.45,-1.74,,,5.65,1.45,5.75,6.7,-9966,-15759.6192,-13063.68,0,0,0.24,-0.92
+08/03/2011,0,0,0,0,0,0,0,15.2,0,0,,-5.49,-1.67,,,4.5,0.1,4.25,5.8,-9966,-15759.6192,-13063.68,0,0,0.24,-0.92
+09/03/2011,0,0,0,0,0,0,0,0,0,0,,-5.5,-1.68,,-3.29,3.8,1.85,4.85,5.15,-9966,-15759.6192,-13063.68,0,0,0.23,-0.92
+10/03/2011,0,0,0,0.2,0,0,0,0,0,0,,-5.53,-1.71,,-3.31,5.35,2.3,6,5.95,-9966,-15759.6192,-13063.68,0,0,0.22,-0.92
+11/03/2011,0,0,0,0,0,0,0,0,0,0,,-5.57,-1.79,,-3.32,5.9,3.25,6.05,5.65,-9966,-15759.6192,-13063.68,0,0,0.27,-0.91
+12/03/2011,0,0,2.8,0,0,0,0,0,3.8,0,,-5.57,-1.84,,-3.32,8.1,3.35,7.7,8.25,-9966,-15759.6192,-13063.68,0,0,0.35,-0.91
+13/03/2011,15.6,4.2,33.8,4,7,5,8.8,0,38,15.2,,-5.56,-1.72,,-3.33,8.95,5.4,9.15,8.45,-9467.7,-14971.63824,-12410.496,0,0,0.34,-0.86
+14/03/2011,48.6,38.2,7.4,24.8,38.8,25.8,37,3.4,10.2,49.4,,-5.54,-1.03,,-3.21,13.7,8.15,13.1,12.5,-9966,-15759.6192,-13063.68,0,0,0.57,-0.13
+15/03/2011,21.8,12.8,25,27.2,17.8,18.6,21.4,16.4,25,22.4,,-5.47,-0.92,,-3.02,13.95,8.15,13.9,13.95,-9966,-15759.6192,-13063.68,0,0,0.66,0.18
+16/03/2011,41.6,25.6,21.6,21.8,27.2,20.6,27,12.4,22.8,42.2,,-5.38,-0.78,,-2.77,12.5,7.35,11.55,12.4,-9966,-15759.6192,-13063.68,0,0,0.88,0.82
+17/03/2011,9.4,10,9,12.6,17.2,9.8,16.8,3.4,14.4,12.2,,-5.25,-0.89,,-2.51,11.1,6.2,10.65,11.15,-9966,-15759.6192,-13063.68,0,0,0.84,0.67
+18/03/2011,9.2,12.6,0.2,3,8.6,10.8,11,0,0,15.4,,-5.09,-0.96,,-2.5,12.7,8.5,12.7,12.3,-9966,-15759.6192,-13063.68,0,0,0.72,0.36
+19/03/2011,0,0.2,3,0.4,0,0,0,0,0,0.2,,-5.04,-1.07,,-2.56,11.95,7.75,11.9,12.1,-9966,-15759.6192,-13063.68,0,0,0.64,0.13
+20/03/2011,0.2,0,0,1.8,0,0,0.2,0.4,0,0,,-5.01,-1.21,,-2.68,10,4.7,9.75,11.35,-9467.7,-14971.63824,-12410.496,0,0,0.51,-0.38
+21/03/2011,0,0,0,0,0,0,0,0,0.2,0,,-5.02,-1.31,,-2.85,8.35,3.65,7.7,9.15,-9966,-15759.6192,-13063.68,0,0,0.48,-0.48
+22/03/2011,0,0,0,0,0,0,0,0,0,0,,-5.08,-1.43,,-2.91,10.05,5.8,9.6,10.55,-9966,-15759.6192,-13063.68,0,0,0.45,-0.62
+23/03/2011,0,0,0,0,0,0,0,0,0,0,,,,,,12.35,8.85,12.8,12.4,-9966,-15759.6192,-13063.68,0,0,0.41,-0.77
+24/03/2011,0,0,0,0,0,0,0,0,0,0,,-5.1,-1.52,,-3.08,12.1,10.9,13.3,13.1,-9966,-15759.6192,-13063.68,0,0,0.39,-0.79
+25/03/2011,0,0,0,0,0,0,0,0,0,0,,-5.15,-1.59,,-3.13,10.7,8.5,11.25,12.1,-9966,-15759.6192,-13063.68,0,0,0.39,-0.79
+26/03/2011,0,0,0,0,0,0,0,0,0,0,,-5.18,-1.65,,-3.16,11.55,6.95,11.45,12.15,-9966,-15759.6192,-13063.68,0,0,0.37,-0.81
+27/03/2011,0,0,8.2,0,0,0,0,0,10,0,,-5.19,-1.67,,-3.18,11.35,6.95,11.85,12,-9467.7,-14971.63824,-12410.496,0,0,0.4,-0.8
+28/03/2011,17.6,32.8,27.2,19,19.4,20.4,19,2,25.4,21,,-5.19,-1.31,,-3.18,12.8,6.75,12.25,12.25,-9966,-15759.6192,-13063.68,0,0,0.45,-0.62
+29/03/2011,16.4,8,0,9.8,12.4,9.6,16.6,6,0.2,13.4,,-5.21,-1.07,,-3.09,13.8,8.8,14,14.5,-9966,-15759.6192,-13063.68,0,0,0.47,-0.58
+30/03/2011,0,0,0,0.2,0.2,0,0,0,0.2,0,,-5.2,-1.12,,-3.15,12.35,8.85,12.65,13.35,-9966,-15759.6192,-13063.68,0,0,0.38,-0.82
+31/03/2011,0.6,0,0,0.2,0,0,0,0,0,5.8,,-5.24,-1.4,,-3.2,13.2,9.9,13.2,13.7,-9966,-15759.6192,-13063.68,0,0,0.35,-0.88
+01/04/2011,0,0,0,0,0,0,0,0,0,0,,-5.28,-1.48,,-3.23,15.15,13.45,14.5,15.6,-9700.607143,-15959.808,-12260.16,0,0,0.35,-0.92
+02/04/2011,0,0,0,0.2,0,0,0,0,0,0,,-5.33,-1.49,,-3.27,16.15,14.65,14.85,17,-9700.607143,-15959.808,-12260.16,0,0,0.33,-0.96
+03/04/2011,0,0,0,0,0,0,0,0,0,0,,-5.32,-1.55,,-3.3,15.15,12.95,14,16.35,-9215.576786,-15161.8176,-11647.152,0,0,0.34,-0.97
+04/04/2011,0,0,0,0,0,0,0,0,0,0,,-5.33,-1.5,,-3.31,14.3,10.45,13.95,15.85,-9700.607143,-15959.808,-12260.16,0,0,0.34,-0.97
+05/04/2011,0,0,0,0,0,0,0,0,0,0,,-5.38,-1.71,,-3.33,15.2,11.75,15.95,16.8,-9700.607143,-15959.808,-12260.16,0,0,0.32,-0.98
+06/04/2011,0,0,0,0,0,0,0,0,0,0,,-5.38,-1.73,,-3.35,15.15,12.9,15.6,15.5,-9700.607143,-15959.808,-12260.16,0,0,0.31,-0.98
+07/04/2011,0,0,0,0,0,0,0,0,0,0,,-5.45,-1.66,,-3.35,16.65,16.55,15.3,16.9,-9700.607143,-15959.808,-12260.16,0,0,0.29,-0.98
+08/04/2011,0,0,0,0,0,0,0,0,0,0,,-5.48,-1.63,,-3.37,16.3,13.9,15.55,17.65,-9700.607143,-15959.808,-12260.16,0,0,0.3,-0.98
+09/04/2011,0,0,0,0,0,0,0,0,0,0,,-5.45,-1.78,,-3.38,15.55,17.6,15.35,17.1,-9700.607143,-15959.808,-12260.16,0,0,0.3,-0.98
+10/04/2011,0,0,0,0.2,0,0,0,0,0,0,,-5.46,-1.7,,-3.39,19.45,18.2,19.15,19.55,-9215.576786,-15161.8176,-11647.152,0,0,0.29,-0.99
+11/04/2011,0,0,0,0.2,0,0,0,0,0,0,,-5.48,-1.71,,-3.39,17.35,16,18,18.45,-9700.607143,-15959.808,-12260.16,0,0,0.29,-0.89
+12/04/2011,0,0,0,0,0,0,0,0,0,0,,-5.55,-1.84,,-3.37,15.6,12.5,14.45,17.15,-9700.607143,-15959.808,-12260.16,0,0,0.3,-0.92
+13/04/2011,0,0,0,0,0,0,0,0,0,0,,-5.56,-1.85,,-3.4,13.95,8.2,13.8,15.5,-9700.607143,-15959.808,-12260.16,0,0,0.28,-1
+14/04/2011,0,0,1.8,0,0,0,0,0,6.8,0,,-5.57,-1.89,,-3.42,11.6,6.15,11.7,12.4,-9700.607143,-15959.808,-12260.16,0,0,0.3,-0.99
+15/04/2011,11.2,5.2,6,4,12.4,6.8,11.4,10.2,3.6,14,,-5.57,-1.85,,-3.44,11.05,5.05,10.5,11.95,-9700.607143,-15959.808,-12260.16,0,0,0.3,-0.99
+16/04/2011,0,0.2,0,0.2,0,0.2,0,4.2,0,0,,-5.61,-1.99,,-3.46,12.2,7.45,11.35,12.85,-9700.607143,-15959.808,-12260.16,0,0,0.27,-1
+17/04/2011,0,0,0,0,0,0,0,0,0,0,,-5.59,-2.03,,-3.49,11.95,8.25,13,13.35,-9215.576786,-15161.8176,-11647.152,0,0,0.23,-1.01
+18/04/2011,0,0,0,0,0,0,0,0,0,0,,-5.61,-2.04,,-3.51,12.95,9.35,14,14.05,-9700.607143,-15959.808,-12260.16,0,0,0.23,-1.01
+19/04/2011,0,0,0,0,0,0,0,0,0,0,,-5.65,-2.03,,-3.51,13.1,11.7,15.25,14.9,-9700.607143,-15959.808,-12260.16,0,0,0.24,-1.01
+20/04/2011,0,0,0,0,0,0,0,0,0,0,,-5.7,-2.08,,-3.52,14.2,11.15,15.7,15.4,-9700.607143,-15959.808,-12260.16,0,0,0.23,-1.01
+21/04/2011,0,0,0,0,0,0,0,0,0,0,,-5.72,-2.06,,-3.53,14.35,12.5,15.85,15.65,-9700.607143,-15959.808,-12260.16,0,0,0.22,-1.01
+22/04/2011,0,0,0,0,0,0,0,0,0,0,,-5.69,-2.09,,-3.54,14.85,12.35,16.25,16.05,-9700.607143,-15959.808,-12260.16,0,0,0.22,-1.01
+23/04/2011,4,3.8,4.8,4.6,5.2,4.6,6.4,1,4.6,7,,-5.69,-2.11,,-3.53,15.35,8.7,14.55,15.15,-9700.607143,-15959.808,-12260.16,0,0,0.23,-1
+24/04/2011,0,0.2,0.4,0.2,0,0,0,0,0,0,,-5.75,-2.11,,-3.51,16.8,10.2,16.6,17.15,-9215.576786,-15161.8176,-11647.152,0,0,0.23,-1.01
+25/04/2011,0,0,0,0,0,0,0,0,0,0,,-5.74,-2.14,,-3.5,16.95,13.75,18,18,-9700.607143,-15959.808,-12260.16,0,0,0.25,-1
+26/04/2011,0,0,0,0,0,0,0,0,0,0,,-5.71,-2.12,,-3.54,17.2,12.85,16.55,17.15,-9700.607143,-15959.808,-12260.16,0,0,0.22,-1.01
+27/04/2011,0,0,0,0,0,0,0,0.2,0,0,,-5.78,-2.06,,-3.57,15.85,11.7,15.2,16.6,-9700.607143,-15959.808,-12260.16,0,0,0.22,-1.01
+28/04/2011,0,0,4.2,0,0,0,0,0.2,0,0,,-5.79,-2.09,,-3.59,13.3,10.4,14.65,14.9,-9700.607143,-15959.808,-12260.16,0,0,0.23,-1.01
+29/04/2011,0,0.4,1,0,0,0.6,0,0,1.6,2.8,,-5.8,-2.08,,-3.61,16.1,10.85,15.95,16.4,-9700.607143,-15959.808,-12260.16,0,0,0.22,-1.01
+30/04/2011,5.2,4.4,10.2,9.2,8.2,4,8,2,0.4,2.6,,-5.79,-2.15,,-3.62,16.35,10.65,16.2,16.7,-9700.607143,-15959.808,-12260.16,0,0,0.21,-1.01
+01/05/2011,0,0,0,0,0,0,0,3,6.4,0,,-5.79,-2.17,,-3.63,17,11.95,17.9,18.85,-9439.2,-15558.264,-12182.3136,0,0,0.21,-1.02
+02/05/2011,1.4,0,1,0,3.8,0,0.4,0,6.2,0.8,,-5.75,-2.18,,-3.64,15.7,12.55,16.45,17.5,-9936,-16377.12,-12823.488,0,0,0.21,-1.01
+03/05/2011,0,0,0,0,1.6,1.4,1.8,0,2.6,0,,-5.8,-2.1,,-3.65,17.5,12,17.15,18.95,-9936,-16377.12,-12823.488,0,0,0.18,-1.01
+04/05/2011,0.8,0,0.4,2.6,0,0,0.4,0,0.6,0.6,,-5.81,-2.14,,-3.66,15.75,12.1,16.6,17.25,-9936,-16377.12,-12823.488,0,0,0.2,-1.02
+05/05/2011,0.2,1.4,0,0.2,6.8,2.8,3.8,0,0,2,,-5.81,-2.16,,-3.67,14.65,11.75,16.15,17.15,-9936,-16377.12,-12823.488,0,0,0.19,-1.03
+06/05/2011,0,0,0,0,0,0,0,0,0,0,,-5.86,-2.23,,-3.69,15.6,12.85,16.75,17.4,-9936,-16377.12,-12823.488,0,0,0.19,-1.03
+07/05/2011,0,0,0,0,0,0,0,0,0,0,,-5.88,-2.2,,-3.71,15.8,13.8,16.75,16.8,-9936,-16377.12,-12823.488,0,0,0.18,-1.04
+08/05/2011,0,0,0.2,0,0,0,0,0,0,0,,-5.87,-2.3,,-3.72,16.15,13.2,16.95,17.35,-9439.2,-15558.264,-12182.3136,0,0,0.18,-1.03
+09/05/2011,0,0.2,0.2,0,0,0,0,0,0,0,,-5.9,-2.3,,-3.73,16.95,11.15,18.1,18.7,-9936,-16377.12,-12823.488,0,0,0.19,-1.03
+10/05/2011,0,0,0,0,0,0,0,0,0,0,,-5.89,-2.24,,-3.74,18.25,14.15,18,17.9,-9936,-16377.12,-12823.488,0,0,0.18,-1.03
+11/05/2011,0,0,0,0,0,0,0,0,0,0,,-5.91,-2.29,,-3.75,17.25,15.3,18.4,18.5,-9936,-16377.12,-12823.488,0,0,0.19,-1.04
+12/05/2011,0,0,0,0,0,0,0,0,0,0,,-5.92,-2.28,,-3.75,17.35,15,18.1,18.9,-9936,-16377.12,-12823.488,0,0,0.18,-1.04
+13/05/2011,0,0,0,0,0,0,0,0,0,0,,-5.92,-2.37,,-3.76,19.1,14.5,18.6,20.05,-9936,-16377.12,-12823.488,0,0,0.18,-1.04
+14/05/2011,0,0,0,0,0,0,0,0,0,0,,-5.91,-2.32,-6.21,-3.77,17.65,14.25,18.05,18.55,-9936,-16377.12,-12823.488,0,0,0.18,-1.04
+15/05/2011,7.2,0.4,9.4,0.6,3,1.4,4.6,2,15,8.2,,-5.87,-2.4,-6.15,-3.77,14.9,8.65,14.2,15.3,-9439.2,-15558.264,-12182.3136,0,0,0.19,-1.03
+16/05/2011,5.8,4,0,5.2,13.2,3.2,10.4,15.6,0,19.8,,-5.89,-2.34,-6.14,-3.78,14.65,9.4,14.5,15.95,-9936,-16377.12,-12823.488,0,0,0.18,-1.04
+17/05/2011,0,0,0,0,0,0,0,0,0,0,-12.97,-5.92,-2.34,-6.22,-3.79,16.05,12.8,17.2,17.45,-9936,-16377.12,-12823.488,0,0,0.17,-1.04
+18/05/2011,0,0,0,0,0,0,0,0,0,0,-12.93,-5.93,-2.46,-6.27,-3.8,17.2,15.25,19,19,-9936,-16377.12,-12823.488,0,0,0.18,-1.04
+19/05/2011,0,0,0,0,0,0,0,0,0,0,-12.92,-5.95,-2.41,-6.32,-3.8,19.25,15.35,19.95,20.1,-9936,-16377.12,-12823.488,0,0,0.16,-1.04
+20/05/2011,0.8,0,0,0.2,0,0,0,0,0.6,0.4,-12.93,-5.95,-2.48,-6.39,-3.81,20.65,16.4,20.15,21.6,-9936,-16377.12,-12823.488,0,0,0.15,-1.04
+21/05/2011,0,0,0,0,0,0,0,1,0,0,-12.92,-5.95,-2.43,-6.49,-3.81,20.4,17.6,21.35,21.15,-9936,-16377.12,-12823.488,0,0,0.15,-1.05
+22/05/2011,0,0,0,0,0,0,2,0.2,0,0,-12.91,-5.97,-2.54,-6.62,-3.82,21.65,18.65,22.6,22.55,-9439.2,-15558.264,-12182.3136,0,0,0.15,-1.05
+23/05/2011,0,0,0,0,0,0,0,0,0,0,-12.93,-6.01,-2.46,-6.7,-3.83,22.15,20.25,23.7,23.6,-9936,-16377.12,-12823.488,0,0,0.15,-1.05
+24/05/2011,0,0,0,0,0,0,0,0,0,0,-12.94,-6.03,-2.47,-6.7,-3.84,24.35,20.2,24.3,24.05,-9936,-16377.12,-12823.488,0,0,0.14,-1.05
+25/05/2011,0,0,0,0,0,0,0,0,0,0,-12.94,-6.05,-2.59,-6.72,-3.84,23.3,21.3,24.95,24.6,-9936,-16377.12,-12823.488,0,0,0.15,-1.05
+26/05/2011,0,0,0,0,0,0,0,0,0,0,-12.93,-6.09,-2.61,-6.72,-3.85,23.85,20.25,24.25,24.7,-9936,-16377.12,-12823.488,0,0,0.14,-1.06
+27/05/2011,0,0,0,0,0,0,0,0,0.2,0,-12.92,-6.1,-2.63,-6.79,-3.84,20.5,15.65,21.45,22.7,-9936,-16377.12,-12823.488,0,0,0.15,-1.06
+28/05/2011,0.4,0.2,0,0,0.2,0.2,0.2,6.2,0,0.8,-12.9,-6.08,-2.63,-6.81,-3.86,19.55,14.45,19.55,21.65,-9936,-16377.12,-12823.488,0,0,0.14,-1.07
+29/05/2011,0,0,0,0,0,0,0,0,0,0,-12.95,-6.12,-2.66,-6.86,-3.86,19.35,15.75,20.5,20.95,-9439.2,-15558.264,-12182.3136,0,0,0.14,-1.07
+30/05/2011,0,0,0,0,0,0,0,0,0,0,-12.95,-6.12,-2.68,-6.95,-3.87,20.85,17.9,21.95,22.15,-9936,-16377.12,-12823.488,0,0,0.14,-1.08
+31/05/2011,0,0,0.6,0,0,0,0,0,0,0,-12.95,-6.11,-2.66,-7.01,-3.88,19.5,15.25,20.4,20.7,-9936,-16377.12,-12823.488,0,0,0.14,-1.07
+01/06/2011,5,7.4,9.8,4,9.6,6.8,5.8,5.8,9.8,8,-12.94,-6.13,-2.57,-6.68,-3.88,21,14,20.15,20.4,-10972.8,-16097.184,-12735.36,0,0,0.15,-1.05
+02/06/2011,0.2,0,2.4,0,0,0,0.2,10.8,0,0.2,-12.97,-6.08,-2.59,-6.99,-3.88,20.55,16.2,20.2,21.55,-10972.8,-16097.184,-12735.36,0,0,0.15,-1.06
+03/06/2011,0,22.4,0.4,1.2,0,0.8,0,4.2,0,0,-12.96,-6.07,-2.48,-6.97,-3.89,22.45,17.55,21.9,22.3,-10972.8,-16097.184,-12735.36,0,0,0.16,-1.06
+04/06/2011,0,0,0,0.2,0,0,0,2.8,0.2,0.6,-12.95,-6.11,-2.46,-6.98,-3.9,22.8,18.45,23.65,23.85,-10972.8,-16097.184,-12735.36,0,0,0.15,-1.07
+05/06/2011,0,0,59.2,0.4,0.8,0,0,35.2,22.8,0,-12.92,-6.09,-2.52,-6.98,-3.91,22.1,17.05,22.2,23.25,-10424.16,-15292.3248,-12098.592,0,0,0.17,-1.05
+06/06/2011,14.2,31.4,6.4,29.2,30.2,48.4,29.8,16.6,5.2,15.8,-12.91,-6.03,-2.05,-6.89,-3.89,21.4,16.65,20.6,21.55,-10972.8,-16097.184,-12735.36,0,0,0.18,-1.05
+07/06/2011,8,10.2,24.8,9.8,7.6,10.2,7.2,10,29.2,10.2,-12.89,-6.04,-2.14,-6.72,-3.9,20.2,15.2,18.5,19.75,-10972.8,-16097.184,-12735.36,0,0,0.2,-1.03
+08/06/2011,22.6,6.8,2,4.4,18.4,19.8,21.2,7,28.8,25.4,-12.9,-6.01,-2.09,-6.77,-3.88,19.55,13.8,18.7,19.65,-10972.8,-16097.184,-12735.36,0,0,0.26,-0.98
+09/06/2011,48.8,1.2,3.6,9.6,64.6,27.2,66.4,14,21,49,-12.93,-5.99,-1.84,-6.76,-3.85,19.6,13.35,18.55,19.55,-10972.8,-16097.184,-12735.36,0,0,0.33,-0.98
+10/06/2011,0,0.6,0,0,0.4,0.6,0,0,0,1,-12.96,-5.97,-2.08,-6.79,-3.88,19.25,13.75,18.45,20.05,-10972.8,-16097.184,-12735.36,0,0,0.26,-1.04
+11/06/2011,0,0,0.2,0,0,0,0,0,0,0,-12.95,-5.97,-2.09,-6.82,-3.93,19.15,14.05,19.25,20.65,-10972.8,-16097.184,-12735.36,0,0,0.2,-1.05
+12/06/2011,0,0,0,0,0,0,0,0.6,0.6,0,-12.95,-5.92,-2.23,-6.85,-3.96,19.95,14.3,19.95,21.6,-10424.16,-15292.3248,-12098.592,0,0,0.18,-1.06
+13/06/2011,7,0,0,0,0,0,0.2,6.8,0,0,-12.94,-5.93,-2.24,-6.8,-3.98,19.9,14,20.2,22.15,-10972.8,-16097.184,-12735.36,0,0,0.16,-1.06
+14/06/2011,0,0,0,0,0,0,0,2.2,0.2,0,-12.93,-6,-2.25,-6.84,-4,20.95,16.6,20.75,22.7,-10972.8,-16097.184,-12735.36,0,0,0.17,-1.06
+15/06/2011,0,0,0,0.2,0,0,0,0,0,0,-12.94,-6.01,-2.34,-6.97,-4.01,22.5,18.65,23.25,24.1,-10972.8,-16097.184,-12735.36,0,0,0.15,-1.07
+16/06/2011,0,0,0,0,0,0,0,0,0,0,-12.94,-6.03,-2.34,-7.06,-4.02,22.4,18.3,22.25,23.3,-10972.8,-16097.184,-12735.36,0,0,0.15,-1.07
+17/06/2011,0,0,0,0,0,0,0,0,0,0,-12.95,-6.06,-2.46,-7.17,-4.02,21.8,17.05,21.5,22.7,-10972.8,-16097.184,-12735.36,0,0,0.15,-1.06
+18/06/2011,0,0,0,0,0,0,0,0.4,8.6,0,-12.91,-6.07,-2.48,-7.22,-4.03,22.95,17.3,22.05,23.65,-10972.8,-16097.184,-12735.36,0,0,0.15,-1.07
+19/06/2011,7.2,0,0,0,2.2,0,4.2,2.4,0.2,1.6,-12.89,-6.02,-2.48,-7.2,-4.03,19.85,13.9,19.35,21.1,-10424.16,-15292.3248,-12098.592,0,0,0.15,-1.06
+20/06/2011,0,0,0,0,0,0,0,0,0,0,-12.93,-6.09,-2.51,-7.14,-4.04,20.5,15.85,20.5,21.75,-10972.8,-16097.184,-12735.36,0,0,0.15,-1.06
+21/06/2011,0,0,0,0,0,0,0,0,0,0,-12.95,-6.11,-2.54,-7.18,-4.05,21.7,18.5,21.5,22.5,-10972.8,-16097.184,-12735.36,0,0,0.14,-1.08
+22/06/2011,0,0,0,0,0,0,0,0,0,0,-12.95,-6.13,-2.57,-7.25,-4.05,23.35,19.95,23.9,24.1,-10972.8,-16097.184,-12735.36,0,0,0.14,-1.07
+23/06/2011,0,0,0,0,0,0,0,0,0,0,-12.93,-6.11,-2.59,-7.13,-4.05,22.7,18.45,22.3,23.7,-10972.8,-16097.184,-12735.36,0,0,0.14,-1.07
+24/06/2011,0,0,0,0,0,0,0,0,0,0,-12.93,-6.14,-2.58,-7.27,-4.05,22.6,16.75,22.2,23.25,-10972.8,-16097.184,-12735.36,0,0,0.14,-1.06
+25/06/2011,0,0,0,0,0,0,0,0.4,0,0,-12.96,-6.16,-2.64,-7.37,-4.05,23.15,18.5,22.9,23.9,-10972.8,-16097.184,-12735.36,0,0,0.14,-1.05
+26/06/2011,0,0,0,0,0,0,0,0,0,0,-12.99,-6.16,-2.66,-7.41,-4.05,24.1,19.75,24.3,25.25,-10424.16,-15292.3248,-12098.592,0,0,0.14,-1.05
+27/06/2011,0,0,0,0,0,0,0,0,0,0,-12.98,-6.17,-2.68,-7.41,-4.06,23.75,21.05,23.65,24.85,-10972.8,-16097.184,-12735.36,0,0,0.14,-1.05
+28/06/2011,0,0,0,0,0,0,0,0,0,0,-12.96,-6.18,-2.71,-7.43,-4.06,25.35,20.7,24.55,25.65,-10972.8,-16097.184,-12735.36,0,0,0.15,-1.04
+29/06/2011,0,0,0,0,0,0,0,0,0.2,0,-12.95,-6.19,-2.72,-7.48,-4.08,26.15,20.8,24.6,27.25,-10972.8,-16097.184,-12735.36,0,0,0.15,-1.04
+30/06/2011,6.2,0,0,0,1,0,0.2,3.4,0,6.6,-12.96,-6.17,-2.73,-7.31,-4.08,24.65,18.65,24.4,25.95,-10972.8,-16097.184,-12735.36,0,0,0.15,-1.04
+01/07/2011,0,0,0,0,0,0,0,0,7.6,0,-12.97,-6.19,-2.74,-7.24,-4.09,24.65,17.95,24.05,25.75,-11638.08,-16328.304,-12640.32,0,0,0.15,-1.04
+02/07/2011,1.2,0,0,0,0,0,0,33.4,5,0.2,-12.97,-6.19,-2.76,-7.38,-4.09,20.85,15.9,21.2,21.9,-11638.08,-16328.304,-12640.32,0,0,0.14,-1.05
+03/07/2011,6.8,0,0,0.2,2.4,1.2,4.4,6,0,3,-12.99,-6.14,-2.76,-7.37,-4.1,20.95,16.35,21.25,22.05,-11056.176,-15511.8888,-12008.304,0,0,0.14,-1.05
+04/07/2011,0,0,0.4,0,0,0,0,0,0.8,0,-13.01,-6.17,-2.69,-7.4,-4.11,22.9,17.3,22.1,23.45,-11638.08,-16328.304,-12640.32,0,0,0.15,-1.05
+05/07/2011,8.4,1.8,0,0.6,7.4,2.4,8.2,1.4,7,24.4,-13,-6.17,-2.68,-7.41,-4.11,24.35,18.3,23.3,24.55,-11638.08,-16328.304,-12640.32,0,0,0.14,-1.05
+06/07/2011,0,0,0,0,0,0,0,0.2,0,0,-13.01,-6.18,-2.88,-7.46,-4.12,24.55,18.9,23.65,25,-11638.08,-16328.304,-12640.32,0,0,0.14,-1.05
+07/07/2011,0,0,0,0,0,0,0,0,0,0,-13.04,-6.18,-2.82,-7.58,-4.13,24.85,19.85,24.6,25.65,-11638.08,-16328.304,-12640.32,0,0,0.13,-1.06
+08/07/2011,0,0,0,0,0,0,0,0,0,0,-13.05,-6.18,-2.87,-7.68,-4.14,26.4,21.05,25.05,26.35,-11638.08,-16328.304,-12640.32,0,0,0.14,-1.05
+09/07/2011,0,0,0,0,0,0,0,0,0,0,-13.07,-6.24,-2.87,-7.79,-4.15,25.75,20.6,25.35,26.2,-11638.08,-16328.304,-12640.32,0,0,0.13,-1.06
+10/07/2011,0,0,0,0,0,0,0,0,0,0,-13.09,-6.22,-2.88,-7.86,-4.16,26.45,21.45,25.95,26.95,-11056.176,-15511.8888,-12008.304,0,0,0.16,-1.06
+11/07/2011,0,0,0,0,0,0,0,0,0,0,-13.08,-6.22,-2.89,-7.86,-4.17,27.15,22.55,26.75,27.35,-11638.08,-16328.304,-12640.32,0,0,0.13,-1.07
+12/07/2011,0,0,0,0,0,0,0,0,0,0,-13.09,-6.28,-3.06,-7.94,-4.17,28.2,24.5,27.9,28.5,-11638.08,-16328.304,-12640.32,0,0,0.14,-1.05
+13/07/2011,0,0,0,0,0,0,0,0,0,0,-13.07,-6.22,-3.04,-8.02,-4.18,28.25,23,27.5,28.4,-11638.08,-16328.304,-12640.32,0,0,0.14,-1.05
+14/07/2011,0,0,0,0,0,0,0,0,0,0,-13.09,-6.13,-3.09,-8.05,-4.19,25.05,18.65,24.05,26.55,-11638.08,-16328.304,-12640.32,0,0,0.12,-1.06
+15/07/2011,0,0,0,0,0,0,0,0,0,0.2,-13.14,-6.14,-3,-8.11,-4.2,22.75,16.5,21.65,23.8,-11638.08,-16328.304,-12640.32,0,0,0.12,-1.06
+16/07/2011,0,0,0,0,0,0,0,0,0,0,-13.15,-6.12,-3.08,-8.16,-4.21,21.65,16.15,21.2,22.9,-11638.08,-16328.304,-12640.32,0,0,0.12,-1.06
+17/07/2011,0,0.6,0,0,0.8,0,0,0,0,0,-13.11,-6.08,-2.98,-8.02,-4.22,24.1,18,22.6,24.45,-11056.176,-15511.8888,-12008.304,0,0,0.13,-1.06
+18/07/2011,0.4,0,0,0,0,0,0,1,0.4,0.4,-13.09,-6.08,-2.96,-8.14,-4.22,21.65,14.9,20.1,22.55,-11638.08,-16328.304,-12640.32,0,0,0.12,-1.06
+19/07/2011,0,0,19,0,0,0,0,0,20,0,-13.09,-6.12,-2.97,-8.15,-4.23,20.2,15.3,20.1,21.95,-11638.08,-16328.304,-12640.32,0,0,0.13,-1.05
+20/07/2011,24,21.2,0,16,22.2,27.2,24,18,2.2,24,-13.08,-6.08,-2.81,-8.12,-4.21,20.35,12.9,19.2,20.5,-11638.08,-16328.304,-12640.32,0,0,0.14,-1.05
+21/07/2011,0,0,2.6,0,0,0,0,0,0,0,-13.1,-6.04,-2.86,-8.06,-4.22,20,13.8,19.35,20.8,-11638.08,-16328.304,-12640.32,0,0,0.13,-1.06
+22/07/2011,0,1.4,0,0,0,0,0.2,0,0,0,-13.1,-6.22,-2.85,-8.05,-4.23,22.4,15.7,21.3,23.6,-11638.08,-16328.304,-12640.32,0,0,0.13,-1.07
+23/07/2011,0,0,0,0,0,0,0,0,0,0,-13.09,-6.23,-2.88,-8.11,-4.24,20.65,15.15,20.15,21.3,-11638.08,-16328.304,-12640.32,0,0,0.13,-1.07
+24/07/2011,3.8,0,4,0,6.8,1.8,4.4,2,1.6,7,-13.07,-6.16,-2.9,-8.17,-4.24,20.9,14.75,19.75,22,-11056.176,-15511.8888,-12008.304,0,0,0.13,-1.06
+25/07/2011,0,11.2,0.2,2.8,0,0,0,0,1.6,0,-13.08,-6.18,-2.88,,-4.25,19.25,14.5,19.5,21.05,-11638.08,-16328.304,-12640.32,0,0,0.12,-1.07
+26/07/2011,0,0,0,0,0,0,0,0.6,0,0,-13.11,-6.23,-2.91,,-4.26,21.1,16.45,20.7,21.25,-11638.08,-16328.304,-12640.32,0,0,0.11,-1.07
+27/07/2011,0,0,10.4,0,0,0,0,0.2,1.2,0,-13.14,-6.24,,,-4.27,18.1,14,18.05,18.3,-11638.08,-16328.304,-12640.32,0,0,0.12,-1.06
+28/07/2011,0.2,4.2,0.2,5.6,1.4,1.6,1.4,7.2,8.8,1,-13.12,-6.22,,,-4.28,20.9,15.55,21,21.85,-11638.08,-16328.304,-12640.32,0,0,0.12,-1.06
+29/07/2011,15.2,0,20.4,0,1.4,0,5.8,0,0.2,2,-13.12,-6.16,,,-4.29,21.8,15.6,21.4,22.45,-11638.08,-16328.304,-12640.32,0,0,0.12,-1.06
+30/07/2011,0,0,0,3.8,4.8,3,0,6.8,0,8.8,-13.11,-6.22,,,-4.28,21.45,16.35,21.25,22.7,-11638.08,-16328.304,-12640.32,0,0,0.12,-1.06
+31/07/2011,0,0,0,0,0,0,0,0,0.2,0,-13.1,-6.2,,-8.29,-4.28,22.45,17.9,21.85,22.8,-11056.176,-15511.8888,-12008.304,0,0,0.12,-1.07
+01/08/2011,5.2,0,0,0,0,0,0,33.6,1.6,0.4,-13.11,-6.2,,-8.32,-4.3,22.7,18.55,22.45,23.2,-10731.744,-16459.2,-12078.72,0,0,0.12,-1.07
+02/08/2011,0,0,0,0,0,0,0,12.4,0,0,-13.15,-6.23,,-8.43,-4.3,23.35,19.85,23.3,23.9,-10731.744,-16459.2,-12078.72,0,0,0.12,-1.07
+03/08/2011,0,0,0,0,0,0,0,0,0,0,-13.16,-6.25,,-8.54,-4.31,22.8,19.6,22.75,23.3,-10731.744,-16459.2,-12078.72,0,0,0.12,-1.07
+04/08/2011,0,0,0,0,0,0,0,0,0,0,-13.14,-6.25,,-8.64,-4.32,23.4,18.9,23.6,24.25,-10731.744,-16459.2,-12078.72,0,0,0.12,-1.07
+05/08/2011,0,0,0,0,0,0,0,0,0,0,-13.14,-6.29,,-8.67,-4.32,24.75,20.9,24.1,25.15,-10731.744,-16459.2,-12078.72,0,0,0.12,-1.07
+06/08/2011,0,0,0,0,0,0,0,6.4,0,0,-13.14,-6.29,,-8.65,-4.33,24.75,20.25,24.15,25,-10731.744,-16459.2,-12078.72,0,0,0.12,-1.07
+07/08/2011,0,0,0,0,0,0,0,0,0,0,-13.14,-6.22,,-8.61,-4.35,24.95,19.35,24.35,25.25,-10195.1568,-15636.24,-11474.784,0,0,0.12,-1.07
+08/08/2011,3.6,0,0.6,1.6,7.6,19.2,11.4,2.8,11,12.2,-13.14,-6.28,,-8.57,-4.33,24.95,17.5,23.05,25.2,-10731.744,-16459.2,-12078.72,0,0,0.12,-1.06
+09/08/2011,0,0,0.2,0.8,0,0,0,0.2,0,0,-13.15,-6.28,,-8.53,-4.29,23.15,17.4,23.25,23.95,-10731.744,-16459.2,-12078.72,0,0,0.12,-1.07
+10/08/2011,0,0,0,0,0,0,0,0,0,0,-13.2,-6.3,,-8.53,-4.3,22.3,17.9,22.35,23.9,-10731.744,-16459.2,-12078.72,0,0,0.11,-1.08
+11/08/2011,0,0,0,0,0,0,0,0,0,0,-13.21,-6.31,,-8.53,-4.3,21.5,18.3,22.25,22.8,-10731.744,-16459.2,-12078.72,0,0,0.1,-1.07
+12/08/2011,0,0,0,0,0,0,0,0,0,0,-13.19,-6.32,,-8.48,-4.31,21.95,17.35,21.5,22.35,-10731.744,-16459.2,-12078.72,0,0,0.12,-1.03
+13/08/2011,0,0,0,0,0,0,0,0,0,0,-13.17,-6.3,,-8.44,-4.3,22.05,17.45,21.95,22.95,-10731.744,-16459.2,-12078.72,0,0,0.12,-1.07
+14/08/2011,0,0,0,0,0,0,0,0,0,0,-13.17,-6.28,,-8.45,-4.3,24.15,19.8,24.1,24.85,-10195.1568,-15636.24,-11474.784,0,0,0.11,-1.07
+15/08/2011,0,0,0,0,0,0,0,0,0,0,-13.17,-6.25,,-8.39,-4.31,23.4,19.25,23.75,24.6,-10731.744,-16459.2,-12078.72,0,0,0.12,-1.07
+16/08/2011,0,0,0,0,0,0,0,2.6,0,0,-13.18,-6.28,,-8.41,-4.33,25.95,21.55,26.1,26.85,-10731.744,-16459.2,-12078.72,0,0,0.12,-1.06
+17/08/2011,0,0,0,0,0,0,0,0,0,0,-13.19,-6.3,,-8.53,-4.34,27,22.95,27.1,27.55,-10731.744,-16459.2,-12078.72,0,0,0.11,-1.06
+18/08/2011,0,0,0,0,0,0,0,0,0,0,-13.2,-6.33,,-8.64,-4.35,27.5,24.45,27.35,27.65,-10731.744,-16459.2,-12078.72,0,0,0.11,-1.06
+19/08/2011,0,0,0,0,0,0,0,0,0,0,-13.22,-6.34,,-8.71,-4.36,26.45,23.4,26.3,27.15,-10731.744,-16459.2,-12078.72,0,0,0.11,-1.07
+20/08/2011,0,0,0,0,0,0,0,0,0,0,-13.22,-6.34,,-8.78,-4.35,26.25,24.4,26.4,26.7,-10731.744,-16459.2,-12078.72,0,0,0.11,-1.07
+21/08/2011,0,0,0,0,0,0,0,0,0,0,-13.21,-6.31,,-8.8,-4.35,28.9,27.05,28.7,29.55,-10195.1568,-15636.24,-11474.784,0,0,0.11,-1.06
+22/08/2011,0,0,0,0,0,0,0,0,0,0,-13.2,-6.35,,-8.8,-4.37,30.7,27.25,30.35,29.9,-10731.744,-16459.2,-12078.72,0,0,0.11,-1.08
+23/08/2011,0,0,0,0,0,0,0,0,0,0,-13.2,-6.37,,-8.83,-4.41,28.75,26.1,28.8,29,-10731.744,-16459.2,-12078.72,0,0,0.11,-1.09
+24/08/2011,0,0,0,0,0,0,0,0,0,0,-13.2,-6.39,,-8.89,-4.42,27.55,25.35,27.6,27.5,-10731.744,-16459.2,-12078.72,0,0,0.1,-1.11
+25/08/2011,0,0,0,0,0,0,0,0,0,0,-13.2,-6.4,,-8.92,-4.45,26.35,25.6,26.85,27.25,-10731.744,-16459.2,-12078.72,0,0,0.1,-1.09
+26/08/2011,0,0,0,0,0,0,0,0,0,0,-13.19,-6.4,,-8.93,-4.45,26.9,25.6,27.1,27.55,-10731.744,-16459.2,-12078.72,0,0,0.1,-1.09
+27/08/2011,0.6,0,0,0,0,0,0,0.2,0,0,-13.2,-6.41,,-8.93,-4.46,22.55,17.9,21.95,23.5,-10731.744,-16459.2,-12078.72,0,0,0.1,-1.09
+28/08/2011,0,0,0,0,0,0,0,0,0,0,-13.24,-6.36,,-8.96,-4.46,23.35,18.15,22.5,22.85,-10195.1568,-15636.24,-11474.784,0,0,0.1,-1.1
+29/08/2011,0,0,0,0,0,0,0,0,0,0,-13.23,-6.38,,-8.94,-4.47,22.2,18.65,22.15,22.65,-10731.744,-16459.2,-12078.72,0,0,0.1,-1.1
+30/08/2011,0,0,0,0,0,0,0,0,0,0,-13.22,-6.39,,-8.93,-4.47,21.8,17.7,22.1,23,-10731.744,-16459.2,-12078.72,0,0,0.1,-1.1
+31/08/2011,0,0,0,0,0,0,0,0,0,0,-13.24,-6.4,,-8.94,-4.49,22.15,17.55,22.8,23.35,-10731.744,-16459.2,-12078.72,0,0,0.09,-1.13
+01/09/2011,0,0,0,0,0,0,0,0,0,0,-13.26,-6.4,,-8.93,-4.5,24.4,19.75,23.95,24.5,-11623.33333,-16921.44,-13020.48,0,0,0.09,-1.13
+02/09/2011,0,0,0,0,0,0,0,0,0,0,-13.26,-6.45,,-8.95,-4.51,25.5,21.15,25.35,25.55,-11623.33333,-16921.44,-13020.48,0,0,0.09,-1.13
+03/09/2011,0,0,0,0,0,0,0,0,0,0,-13.26,-6.43,,-9,-4.52,26.85,22.1,26.65,27.1,-11623.33333,-16921.44,-13020.48,0,0,0.09,-1.13
+04/09/2011,1.2,0,7.8,0,0,0.2,0,0,30,1.4,-13.28,-6.4,,-9.02,-4.52,23.6,18.25,23.8,24.2,-11042.16667,-16075.368,-12369.456,0,0,0.1,-1.12
+05/09/2011,52.2,69.6,18.4,18.2,76.8,81,74.4,13.6,31.2,113,-13.29,-6.34,,-9.03,-4.42,23.7,17.05,22.25,23.45,-11623.33333,-16921.44,-13020.48,0,0,0.19,-0.88
+06/09/2011,2,5,0.2,0.2,12.8,7.4,2.6,0.6,0,10.4,-13.31,-6.3,,-9.04,-4.34,23.05,17.55,23,24.05,-11623.33333,-16921.44,-13020.48,0,0,0.13,-1
+07/09/2011,0,0,0,0,0,0,0,0,0,0,-13.3,-6.29,,,-4.4,21.45,16.75,22.1,23.25,-11623.33333,-16921.44,-13020.48,0,0,0.1,-1.11
+08/09/2011,0,0,0,0,0,0,0,0,0,0,-13.26,-6.29,,,-4.42,21.85,16.95,21.7,21.85,-11623.33333,-16921.44,-13020.48,0,0,0.1,-1.11
+09/09/2011,0,0,0,0,0,0,0,0,0.2,0,-13.26,-6.29,,,-4.44,23.7,19.9,23.65,23.85,-11623.33333,-16921.44,-13020.48,0,0,0.1,-1.13
+10/09/2011,0,0,0,0,0,0,0,0,0,0,-13.29,-6.3,,,-4.46,23.9,19.1,23.65,23.8,-11623.33333,-16921.44,-13020.48,0,0,0.1,-1.13
+11/09/2011,0,0,0.2,0,0,0,0,0,0,0,-13.3,-6.29,,,-4.47,24.25,19.35,23.85,24.85,-11042.16667,-16075.368,-12369.456,0,0,0.09,-1.13
+12/09/2011,0,0,0,0,0,0,0,0,0,0,-13.29,-6.3,,,-4.48,24.2,19.5,23.5,24.25,-11623.33333,-16921.44,-13020.48,0,0,0.09,-1.14
+13/09/2011,0,0,0,0,0,0,0,0,0,0,-13.3,-6.35,,,-4.49,24.55,21.1,25.1,25.1,-11623.33333,-16921.44,-13020.48,0,0,0.08,-1.14
+14/09/2011,0,0,0,0,0,0,0,0,0,0,-13.3,-6.33,,,-4.5,24.15,21.85,24.35,24.6,-11623.33333,-16921.44,-13020.48,0,0,0.08,-1.14
+15/09/2011,0,0,0,0,0,0,0,0,0,0,-13.33,-6.35,,,-4.52,23.05,21.3,23.15,23.75,-11623.33333,-16921.44,-13020.48,0,0,0.08,-1.15
+16/09/2011,0,0,0,0,0,0,0,0,0,0,-13.34,-6.3,,,-4.53,22.85,20.75,22.65,23.2,-11623.33333,-16921.44,-13020.48,0,0,0.08,-1.15
+17/09/2011,0,0,0,0,0,0,0,0,0,0,-13.34,-6.26,,,-4.54,21.25,19.35,21.65,22.2,-11623.33333,-16921.44,-13020.48,0,0,0.08,-1.14
+18/09/2011,0,0,20.8,0,0,0,0,0.2,25.2,0,-13.3,-6.21,-3.04,,-4.54,20.55,15.15,20.45,21.25,-11042.16667,-16075.368,-12369.456,0,0,0.1,-1.12
+19/09/2011,33.8,13.6,8,20,22.4,34.4,25.4,7.8,2.2,33.8,-13.25,-6.17,-2.84,,-4.5,16.7,11.4,16.65,18.3,-11623.33333,-16921.44,-13020.48,0,0,0.1,-1.06
+20/09/2011,0,1.8,0.4,4.4,1.4,3,2.8,2,0,0,-13.32,-6.25,-2.77,,-4.51,18.15,13.7,18.3,18.85,-11623.33333,-16921.44,-13020.48,0,0,0.08,-1.14
+21/09/2011,0,0,0,0,0,0,0,0,0,0,-13.35,-6.27,-2.85,-8.96,-4.54,19.25,17.2,20.4,20,-11623.33333,-16921.44,-13020.48,0,0,0.08,-1.15
+22/09/2011,0,0,0,0,0,0,0,0,0,0,-13.34,-6.28,-2.94,-8.98,-4.55,20.05,18.2,20.65,20.6,-11623.33333,-16921.44,-13020.48,0,0,0.08,-1.15
+23/09/2011,0,0,0,0,0,0,0,0,0,0,-13.33,-6.28,-2.97,-8.98,-4.56,20.9,18.7,21.7,21.95,-11623.33333,-16921.44,-13020.48,0,0,0.08,-1.15
+24/09/2011,0,0,0,0,0,0,0,0,0,0,-13.34,-6.3,-2.98,-9.02,-4.56,21.75,18.25,22.4,21.9,-11623.33333,-16921.44,-13020.48,0,0,0.08,-1.15
+25/09/2011,0,0,3.4,0,0,0,0,0,0.6,0,-13.36,-6.28,-2.94,-9.02,-4.57,21.9,17.6,22.2,21.65,-11042.16667,-16075.368,-12369.456,0,0,0.09,-1.14
+26/09/2011,0,8,0,10.4,3.8,14,0,0.2,0,0,-13.39,-6.25,-2.82,-9.02,-4.58,21.5,18.65,22.7,22,-11623.33333,-16921.44,-13020.48,0,0,0.08,-1.15
+27/09/2011,0,0,0,0,0,0,0,0,0,0,-13.41,-6.26,-2.8,-9.03,-4.58,21.7,19.3,22.9,22.3,-11623.33333,-16921.44,-13020.48,0,0,0.08,-1.16
+28/09/2011,0,0,0,0,0,0,0,0,0,0,-13.41,-6.26,-2.73,-9.01,-4.59,20.75,18.35,22.1,21.5,-11623.33333,-16921.44,-13020.48,0,0,0.08,-1.16
+29/09/2011,0,0,0,0,0,0,0,0,0,0,-13.41,-6.29,-2.91,-8.99,-4.6,21.25,18.05,21.25,20.75,-11623.33333,-16921.44,-13020.48,0,0,0.08,-1.16
+30/09/2011,0,0,0,0,0,0,0,0,0,0,-13.41,-6.29,-2.97,-8.96,-4.61,20.15,18.4,21.8,20.8,-11623.33333,-16921.44,-13020.48,0,0,0.08,-1.17
+01/10/2011,0,0,0,0,0,0,0,0,0,0,-13.41,-6.31,-2.94,-8.99,-4.61,20.2,18.95,21.8,21,-11004.65445,-16373.664,-12726.72,0,0,0.07,-1.17
+02/10/2011,0,0,0,0,0,0,0,0,0,0,-13.4,-6.31,-3.01,-9.05,-4.62,20.75,20.3,21.75,21.3,-10454.42173,-15554.9808,-12090.384,0,0,0.08,-1.17
+03/10/2011,0,0,0,0,0,0,0,0,0,0,-13.4,-6.32,-2.99,-9.04,-4.63,20.9,19.25,22.65,21.45,-11004.65445,-16373.664,-12726.72,0,0,0.07,-1.17
+04/10/2011,0,0,0,0,0,0,0,0,0,0,-13.4,-6.32,-3.01,-9.02,-4.63,19.55,19,20.15,20,-11004.65445,-16373.664,-12726.72,0,0,0.07,-1.16
+05/10/2011,0,0,0,0,0,0,0,0,0,0,-13.39,-6.32,-3.01,-9,-4.64,19.8,19.6,20.65,20.3,-11004.65445,-16373.664,-12726.72,0,0,0.07,-1.17
+06/10/2011,0,0,0,0.2,0,0,0,0,0,0,-13.38,-6.33,-2.88,-9,-4.64,19.25,16.1,18.75,19.4,-11004.65445,-16373.664,-12726.72,0,0,0.08,-1.16
+07/10/2011,16,0,0,0,9.8,1.8,15.2,8.4,27.2,11.6,-13.31,-6.27,-2.9,-8.96,-4.64,16.7,12.05,16.1,18.85,-11004.65445,-16373.664,-12726.72,0,0,0.08,-1.14
+08/10/2011,10.6,0,0,0,8.2,1,16.8,15.8,0,19,-13.33,-6.34,-2.99,-8.97,-4.63,12.8,11.3,13.2,14.6,-11004.65445,-16373.664,-12726.72,0,0,0.07,-1.16
+09/10/2011,0,0,0,0,0,0,0,0,0,0,-13.35,-6.34,-3.01,-9.02,-4.64,11.85,10.9,12.95,13.95,-10454.42173,-15554.9808,-12090.384,0,0,0.06,-1.16
+10/10/2011,0,0,0,0,0,0,0,0,0,0,-13.41,-6.32,-2.91,-9.06,-4.65,13.1,11.3,14.2,14.05,-11004.65445,-16373.664,-12726.72,0,0,0.07,-1.16
+11/10/2011,0,0,0,0,0,0,0,0,0,0,-13.4,-6.34,-2.96,-9.05,-4.66,16.7,16.35,17.45,16.4,-11004.65445,-16373.664,-12726.72,0,0,0.07,-1.16
+12/10/2011,0,0,0,0.2,0,0,0,0,0,0,-13.39,-6.36,-3,-9.07,-4.66,16.95,15.8,17.3,18.15,-11004.65445,-16373.664,-12726.72,0,0,0.08,-1.15
+13/10/2011,0,0,0,0,0,0,0,0,0.2,0,-13.38,-6.36,-2.9,-9.05,-4.67,18.85,15.8,19.3,19.95,-11004.65445,-16373.664,-12726.72,0,0,0.08,-1.16
+14/10/2011,0,0,0,0,0,0,0,0,0,0,-13.43,-6.39,-2.92,-9.09,-4.67,14.3,10.15,14.85,16.85,-11004.65445,-16373.664,-12726.72,0,0,0.07,-1.17
+15/10/2011,0,0,0,0,0,0,0,0,0,0,-13.46,-6.41,-3.03,-9.13,-4.68,11.7,8.25,11.3,12.8,-11004.65445,-16373.664,-12726.72,0,0,0.06,-1.18
+16/10/2011,0,0,0,0,0,0,0,0,0,0,-13.46,-6.4,-2.96,-9.11,-4.68,11.65,9.6,13.2,12,-10454.42173,-15554.9808,-12090.384,0,0,0.06,-1.18
+17/10/2011,0,0,0,0,0,0,0,0,0,0,-13.47,-6.37,-2.94,-9.1,-4.69,11,8.65,12.7,11.85,-11004.65445,-16373.664,-12726.72,0,0,0.06,-1.17
+18/10/2011,0,0,0,0,0,0,0,0,0,0,-13.46,-6.41,-2.99,-9.08,-4.69,11.25,10,12.55,11.8,-11004.65445,-16373.664,-12726.72,0,0,0.07,-1.17
+19/10/2011,16,4.2,2.4,1,4.4,4.8,11.2,0.2,20.4,21.4,-13.44,-6.4,-3,-9.07,-4.69,16.7,11.2,16.35,16.9,-11004.65445,-16373.664,-12726.72,0,0,0.08,-1.15
+20/10/2011,50.2,15,1.8,8.2,44,14.4,59.4,9.4,42.4,43.4,-13.4,-6.41,-2.98,-8.99,-4.67,14.35,9.1,13.4,14.65,-11004.65445,-16373.664,-12726.72,0,0,0.16,-1.11
+21/10/2011,0.2,0,0,0,0.2,0.2,0.4,1.6,0.2,0.6,-13.44,-6.39,-2.96,-9,-4.66,10.7,7.55,11.2,12.1,-11004.65445,-16373.664,-12726.72,0,0,0.14,-1.16
+22/10/2011,0,0,0,0,0,0,0,0,0,0,-13.45,-6.39,-2.98,-9.05,-4.69,8.65,6.15,10.2,9.95,-11004.65445,-16373.664,-12726.72,0,0,0.1,-1.17
+23/10/2011,0,0.2,0,0,0,0,0,0,0,0,-13.43,-6.38,-2.91,-9.05,-4.7,9.1,7.05,10.55,9.55,-10454.42173,-15554.9808,-12090.384,0,0,0.08,-1.17
+24/10/2011,0,0,0.8,0,0,0,0,0,2,0,-13.4,-6.35,-2.86,-9.02,-4.7,11.5,6.7,11,11.9,-11004.65445,-16373.664,-12726.72,0,0,0.13,-1.15
+25/10/2011,18,19.6,13.8,5.8,18.4,16,23.4,12.8,92,17.6,-13.37,-6.33,-2.74,-8.96,-4.69,14.55,11,14.25,15.2,-11004.65445,-16373.664,-12726.72,0,0,0.27,-0.84
+26/10/2011,212,16.4,9.8,29.2,59.8,32.8,88.8,52.4,23,160.6,-13.38,-6.27,-2.64,-8.9,-3.94,14.8,11.5,16.15,15.45,-11004.65445,-16373.664,-12726.72,0,0,1.14,1.67
+27/10/2011,0,0.2,0.2,0.2,0,0,0,0,0.2,0.2,-13.42,-6.19,-2.65,-8.92,-3.74,12.15,10.95,13.6,12.25,-11004.65445,-16373.664,-12726.72,0,0,0.45,-0.31
+28/10/2011,0.2,0,0.2,0.2,0,0,0,0,0,0,-13.46,-6.14,-2.79,-8.91,-4.04,13.3,11.85,14.45,12.95,-11004.65445,-16373.664,-12726.72,0,0,0.32,-0.9
+29/10/2011,0,0.2,0,0,0,0,0.2,0,0,0.2,-13.46,-6.18,-2.8,-8.93,-4.19,14.15,12.8,16,13.85,-11004.65445,-16373.664,-12726.72,0,0,0.3,-0.94
+30/10/2011,0,0,0,0,0,0,0,0,0,0,-13.44,-6.16,-2.89,-8.91,-4.26,13.9,12.3,15.2,13.85,-10454.42173,-15554.9808,-12090.384,0,0,0.3,-0.97
+31/10/2011,0,0,0,0,0,0,0,0,0,0.2,-13.43,-6.15,-2.7,-8.86,-4.3,12,9.7,13.85,12.55,-11004.65445,-16373.664,-12726.72,0,0,0.3,-0.98
+01/11/2011,0,0,0,0,0,0,0,0,0,0,-13.42,-6.16,-2.92,-8.8,-4.33,13.3,10.55,14.2,13.1,-10270,-16040.16,-12873.6,0,0,0.22,-0.99
+02/11/2011,0,0,0.2,0.2,0,0,0,0,0.2,0,-13.42,-6.13,-2.72,-8.78,-4.35,13.25,11.6,14.25,13.1,-10270,-16040.16,-12873.6,0,0,0.24,-1
+03/11/2011,0,0,0.2,0,0,0,0,0,0,0,-13.4,-6.13,-2.88,-8.79,-4.37,13.95,11.5,14.4,14.35,-10270,-16040.16,-12873.6,0,0,0.24,-1.02
+04/11/2011,13,1.4,0.4,0.6,10.4,2.8,17.4,1.4,30.4,13.8,-13.38,-6.14,-2.83,-8.75,-4.38,16.1,11.45,16.25,15,-10270,-16040.16,-12873.6,0,0,0.25,-1.01
+05/11/2011,51.6,20.8,10.2,7.8,26.8,18,34.2,12.2,28.6,43.6,-13.37,-6.14,-2.83,-8.77,-4.28,16.5,11,16.4,15.25,-10270,-16040.16,-12873.6,0,0,0.54,-0.2
+06/11/2011,20.8,6.4,10.8,4,16.4,9.6,17.6,14.2,13,17,-13.35,-6.1,-2.59,-8.77,-3.98,16.1,10.85,16.25,15.85,-9756.5,-15238.152,-12229.92,0,0,0.58,-0.03
+07/11/2011,17.8,1.4,25,6,30.4,5.6,20,1.4,22.4,9.6,-13.41,-6.06,-2.75,-8.77,-4.04,11.85,8.1,12.45,12.05,-10270,-16040.16,-12873.6,0,0,0.46,-0.66
+08/11/2011,47.2,20,8,19.6,28.6,18,28.2,17.8,9.6,41,-13.43,-5.9,-2.59,-8.69,-3.98,15.1,9.75,15.3,14.95,-10270,-16040.16,-12873.6,0,0,0.65,0.26
+09/11/2011,2.6,0.4,0.2,1,2,1.2,0.6,0.2,0,1.4,-13.44,-5.86,-2.6,-8.67,-3.83,14.6,11.5,16.25,14.85,-10270,-16040.16,-12873.6,0,0,0.53,-0.21
+10/11/2011,0,0.2,0,0.2,0,0,0,0,0,0.2,-13.43,-5.83,-2.58,-8.66,-3.99,12.8,10.3,14.35,12.8,-10270,-16040.16,-12873.6,0,0,0.41,-0.85
+11/11/2011,0,0.2,0.2,0.2,0,0,0,0,0,0,-13.44,-5.83,-2.7,-8.71,-4.14,11.55,9.95,13.45,12.25,-10270,-16040.16,-12873.6,0,0,0.34,-0.98
+12/11/2011,0.2,0,0,0,0,0,0.2,0,0,0.2,-13.5,-5.84,-2.75,-8.78,-4.21,9.45,7.05,10.45,10.55,-10270,-16040.16,-12873.6,0,0,0.3,-1
+13/11/2011,0,0,0,0,0,0,0,0,0,0,-13.51,-5.85,-2.7,-8.82,-4.26,9.8,8.05,11.3,9.2,-9756.5,-15238.152,-12229.92,0,0,0.27,-1.02
+14/11/2011,0.2,0,0,0,0,0,0,0,0,0,-13.48,-5.85,-2.73,-8.74,-4.3,8.1,9.1,10.7,8.2,-10270,-16040.16,-12873.6,0,0,0.25,-1.03
+15/11/2011,0,0,0,0.2,0,0,0.2,0,0,0,-13.43,-5.86,-2.77,-8.64,-4.32,6.85,6.9,9.5,7.2,-10270,-16040.16,-12873.6,0,0,0.24,-1.03
+16/11/2011,0.2,0.2,0,0,0,0,0,0,0,0,-13.42,-5.89,-2.62,-8.65,-4.34,7.55,7.8,9.35,7.25,-10270,-16040.16,-12873.6,0,0,0.25,-1.04
+17/11/2011,0,0,0,0.2,0,0,0.2,0,0,0,-13.45,-5.91,-2.65,-8.67,-4.35,7.3,8.75,9.1,6.95,-10270,-16040.16,-12873.6,0,0,0.24,-1.04
+18/11/2011,0.2,0.2,0,0,0,0,0.2,0,0,0,-13.46,-5.92,-2.71,-8.69,-4.37,7.1,8.3,8.9,6.9,-10270,-16040.16,-12873.6,0,0,0.2,-1.05
+19/11/2011,0,0,0,0.2,0,0,0.2,0,0,0,-13.45,-5.94,-2.83,-8.74,-4.39,6,7.9,8.15,6.65,-10270,-16040.16,-12873.6,0,0,0.17,-1.05
+20/11/2011,0.2,0,0,0,0,0,0,0,0,0,-13.44,-5.97,-2.81,-8.76,-4.4,7.7,8.6,9.6,7.25,-9756.5,-15238.152,-12229.92,0,0,0.18,-1.06
+21/11/2011,0,0,0,0,0,0,0.2,0,0,0,-13.43,-5.96,-2.73,-8.7,-4.41,10.6,9.65,11.85,10.7,-10270,-16040.16,-12873.6,0,0,0.17,-1.06
+22/11/2011,0,0,0,0,0,0,0,0,0,0,-13.41,-5.99,-2.74,-8.68,-4.41,9.35,10.95,9.5,10.3,-10270,-16040.16,-12873.6,0,0,0.18,-1.05
+23/11/2011,0,0,0,0,0,0,0,0.6,0,0,-13.42,-6,-2.79,-8.71,-4.42,11.4,11.55,11.9,11.5,-10270,-16040.16,-12873.6,0,0,0.17,-1.07
+24/11/2011,0,0,0,0,0,0,0,0,0,0,-13.47,-6.02,-2.73,-8.75,-4.44,10.45,11,11.85,10.8,-10270,-16040.16,-12873.6,0,0,0.17,-1.08
+25/11/2011,0,0,0,0,0,0,0.2,0,0,0,-13.48,-6.04,-2.92,-8.79,-4.44,9.4,9.8,11.8,9.6,-10270,-16040.16,-12873.6,0,0,0.16,-1.07
+26/11/2011,0,0,0,0,0,0,0.2,0,0,0,-13.47,-6.05,-2.93,-8.81,-4.45,7.9,9.25,10.4,8.15,-10270,-16040.16,-12873.6,0,0,0.14,-1.07
+27/11/2011,0,0,0,0.2,0,0,0,0,0,0,-13.48,-6.07,-2.81,-8.85,-4.46,7.25,8,9.9,7.85,-9756.5,-15238.152,-12229.92,0,0,0.16,-1.07
+28/11/2011,0,0,0,0,0,0,0.2,0,0,0,-13.46,-6.06,-2.84,-8.83,-4.46,9.65,7.45,10.45,8.9,-10270,-16040.16,-12873.6,0,0,0.15,-1.06
+29/11/2011,0.2,0,0,0,0,0,0.2,0,0,0,-13.44,-6.09,-2.87,-8.74,-4.46,7.95,8.45,10.75,8.3,-10270,-16040.16,-12873.6,0,0,0.16,-1.06
+30/11/2011,0,0.2,0,0.2,0,0,0,0,0,0.2,-13.45,-6.1,-2.9,-8.77,-4.47,7,8.45,9.15,7.35,-10270,-16040.16,-12873.6,0,0,0.22,-1.06
+01/12/2011,0.2,0.2,5,0.4,0,0,0,0,0.8,0,-13.46,-6.1,-2.85,-8.8,-4.48,10,8.4,11.25,10.2,-9909.677419,-15785.28,-12467.52,0,0,0.18,-1.07
+02/12/2011,10,6.2,5.6,8,5,4.4,9.2,0.4,12.8,22,-13.41,-6.1,-2.92,-8.75,-4.48,13.55,8.8,14,13.1,-9909.677419,-15785.28,-12467.52,0,0,0.18,-1.05
+03/12/2011,27,1.8,4,0,15,12.6,16.4,1.2,35.4,30.6,-13.38,-6.11,-2.94,-8.77,-4.47,12.9,7.8,12.55,13.25,-9909.677419,-15785.28,-12467.52,0,0,0.28,-0.9
+04/12/2011,30.6,5.6,9.6,1.2,21.2,6,21.8,1.4,8.4,47,-13.36,-6.09,-2.9,-8.82,-4.35,12.9,7.35,11.35,12.55,-9414.193548,-14996.016,-11844.144,0,0,0.45,-0.74
+05/12/2011,34,1.2,13.2,13,30.8,32,33.2,1.8,30.8,37.6,-13.33,-6.06,-2.56,-8.74,-4.29,12.2,8.2,13.3,13.55,-9909.677419,-15785.28,-12467.52,0,0,0.58,-0.08
+06/12/2011,5.8,26.2,0,11,14.8,19,4.4,0.4,0.2,20,-13.32,-6.02,-2.28,-8.66,-3.93,9.8,6.9,10.3,9.2,-9909.677419,-15785.28,-12467.52,0,0,0.6,-0.01
+07/12/2011,0,0,0,0,0,0,0.2,0,0,0.2,-13.37,-5.97,-2.39,-8.6,-3.98,9.1,6.7,8.8,7.7,-9909.677419,-15785.28,-12467.52,0,0,0.48,-0.58
+08/12/2011,0.2,0.2,0,0,0.2,0,0.2,0,0,0.2,-13.39,-5.94,-2.47,-8.58,-4.1,12,8.25,12.6,11.55,-9909.677419,-15785.28,-12467.52,0,0,0.44,-0.88
+09/12/2011,0.6,0.2,2.2,0.4,0.6,0,0.4,0,0,0.6,-13.41,-5.94,-2.42,-8.57,-4.19,8.45,7.45,10.4,9.75,-9909.677419,-15785.28,-12467.52,0,0,0.43,-0.93
+10/12/2011,0.4,0,12.6,1,0.2,0.2,0.2,0,0,0.2,-13.37,-5.94,-2.63,-8.5,-4.24,11.55,6.9,12.9,13.1,-9909.677419,-15785.28,-12467.52,0,0,0.43,-0.95
+11/12/2011,1.2,0.2,0,4.8,0.4,2.4,0,0,1.2,0.2,-13.37,-5.93,-2.46,-8.49,-4.27,12.35,8.25,12,11.95,-9414.193548,-14996.016,-11844.144,0,0,0.32,-0.97
+12/12/2011,15.4,4.2,56.4,44.2,14,20.4,14,3.6,23.6,21.2,-13.33,-5.94,-2.14,-8.43,-4.28,9.75,5.05,9.4,10.15,-9909.677419,-15785.28,-12467.52,0,0,0.38,-0.9
+13/12/2011,24,32.2,0,13.2,22.6,27.4,20.2,9.8,0.2,13.2,-13.32,-5.92,-1.94,-8.3,-4.27,7.1,6.45,9.15,7.6,-9909.677419,-15785.28,-12467.52,0,0,0.42,-0.94
+14/12/2011,9.8,5,0,0.4,5.4,4.2,4.4,0,35.8,9.2,-13.33,-5.89,-2.03,-8.23,-4.29,12.55,6.4,12.2,12.4,-9909.677419,-15785.28,-12467.52,0,0,0.41,-0.91
+15/12/2011,14.4,0.2,0,0.2,10.6,11.8,26,2,1.8,44,-13.31,-5.89,-2.08,-8.11,-4.11,14.05,6.65,12.3,13.6,-9909.677419,-15785.28,-12467.52,0,0,0.62,0.09
+16/12/2011,6.8,0.2,9.6,0.6,1.8,0.4,3.4,0,59,4.4,-13.27,-5.86,-2.23,-8.05,-3.91,14,6.35,13.45,14.05,-9909.677419,-15785.28,-12467.52,0,0,0.69,0.35
+17/12/2011,98.4,0,0,22.4,90.6,46.2,100,115.4,0,113.8,-13.16,-5.8,-1.89,-7.93,-3.2,6.8,4.85,8.2,7.6,-9909.677419,-15785.28,-12467.52,0,0,1.14,1.45
+18/12/2011,0,0.2,0,0,0,0,0,0,0,0,-13.26,-5.71,-2.05,-8.03,-3.08,3.6,2.5,3.65,3.3,-9414.193548,-14996.016,-11844.144,0,0,0.71,0.34
+19/12/2011,0.2,3.6,0,0,0,0,0.2,0,0,0,-13.29,-5.68,-2.08,-8.07,-3.21,3.95,1.7,4.35,4.75,-9909.677419,-15785.28,-12467.52,0,0,0.61,0.02
+20/12/2011,0,5.2,0,0,0,0,0,0,0,0,-13.31,-5.67,-2.24,-7.98,-3.37,-0.05,1.05,2.15,0.7,-9909.677419,-15785.28,-12467.52,0,0,0.52,-0.34
+21/12/2011,0,0.6,0,0.8,0.2,0.2,0,0,0.4,0.6,-13.31,-5.68,-2.28,-7.94,-3.56,3.05,3.45,4.4,3.15,-9909.677419,-15785.28,-12467.52,0,0,0.47,-0.67
+22/12/2011,0,0.2,0,0.2,0,0,0.2,0,0,0,-13.34,-5.7,-2.35,-7.94,-3.72,3.5,5.2,6.25,4.1,-9909.677419,-15785.28,-12467.52,0,0,0.41,-0.84
+23/12/2011,0.2,0,0,0.2,0,0,0,0,0,0.2,-13.37,-5.73,-2.41,-7.97,-3.83,3.8,6,6.15,4.25,-9909.677419,-15785.28,-12467.52,0,0,0.37,-0.86
+24/12/2011,0.2,0.2,3.6,0.2,0,0,0.2,0,11.4,0.2,-13.33,-5.75,-2.42,-7.94,-3.85,3.95,3.75,5.6,4.45,-9909.677419,-15785.28,-12467.52,0,0,0.38,-0.97
+25/12/2011,15.2,3.4,0,2.4,8,8.2,11.4,24,0,15,-13.39,-5.78,-2.42,-7.99,-3.91,6.7,3.85,6.45,6.7,-9414.193548,-14996.016,-11844.144,0,0,0.33,-1.01
+26/12/2011,0,0,0,0,0,0,0,0,0,0,-13.45,-5.77,-2.48,-7.96,-3.95,6.65,4.2,6.45,5.25,-9909.677419,-15785.28,-12467.52,0,0,0.36,-1.01
+27/12/2011,0,0.2,0,0,0,0,0,0,0,0,-13.44,-5.81,-2.41,-7.89,-3.99,7.1,6.45,9.1,7.85,-9909.677419,-15785.28,-12467.52,0,0,0.31,-1.02
+28/12/2011,0,0,0,0,0,0,0,0,0,0,-13.41,-5.82,-2.51,-7.85,-4.02,4.15,7.05,6,4.6,-9909.677419,-15785.28,-12467.52,0,0,0.3,-1.02
+29/12/2011,0,0,0,0.2,0,0,0.2,0,0.2,0,-13.34,-5.84,-2.42,-7.8,-4.04,6.1,4.3,6.75,6.05,-9909.677419,-15785.28,-12467.52,0,0,0.32,-1.02
+30/12/2011,0.4,0.2,0,0,0.4,0.2,0.2,1,0.2,0.2,-13.28,-5.86,-2.43,-7.74,-4.03,3.2,3.5,5.7,4,-9909.677419,-15785.28,-12467.52,0,0,0.31,-1.02
+31/12/2011,0,0,0,0.2,0,0,0.2,0,0,0.2,-13.32,-5.9,-2.48,-7.77,-4.02,3.35,4.1,6.1,4.15,-9909.677419,-15785.28,-12467.52,0,0,0.27,-1.03
+01/01/2012,0,0,0,0,0,0,0,0,0,0,-13.35,-5.93,-2.49,-7.82,-4.03,5.3,5.4,7,5.2,-9428.265806,-15094.512,-12131.424,0,0,0.29,-1.03
+02/01/2012,0,0,13,0,0,0,0,0,25.4,0.2,-13.32,-5.93,-2.46,-7.72,-4.08,7.75,6.85,8.25,7.25,-9924.490323,-15888.96,-12769.92,0,0,0.31,-1.02
+03/01/2012,34.2,15.6,0,9.4,25.4,21.2,35.2,1.6,0.4,42.4,-13.33,-5.93,-2.38,-7.74,-4.09,8.8,6.7,10.6,9.4,-9924.490323,-15888.96,-12769.92,0,0,0.42,-0.93
+04/01/2012,0,0,7.6,0.2,0.2,0,0.2,0,5,0.4,-13.31,-5.92,-2.34,-7.75,-4.12,3.75,5.45,5,4.6,-9924.490323,-15888.96,-12769.92,0,0,0.39,-1
+05/01/2012,6.4,11.2,0,11.2,5,5,4,0.8,0.8,5.6,-13.21,-5.92,-2.14,-7.6,-4.14,5.75,4.3,5.95,6.25,-9924.490323,-15888.96,-12769.92,0,0,0.38,-1.01
+06/01/2012,0.2,0,0,0.2,2.2,1.8,0.6,1,0,1,-13.21,-5.91,-2.19,-7.51,-4.14,8.35,4,9.75,8.95,-9924.490323,-15888.96,-12769.92,0,0,0.36,-1.02
+07/01/2012,0,0,0,0,0,0,0,0,0,0,-13.31,-5.91,-2.26,-7.56,-4.16,3.95,4.95,5.55,5.15,-9924.490323,-15888.96,-12769.92,0,0,0.36,-1.06
+08/01/2012,0,0,0,0,0,0,0,0,0,0,-13.29,-5.92,-2.24,-7.54,-4.17,4.75,7.45,6.2,4.8,-9428.265806,-15094.512,-12131.424,0,0,0.32,-1.06
+09/01/2012,0.2,0,0,0.2,0,0,0.2,0,0,0,-13.35,-5.94,-2.36,-7.54,-4.17,4.8,7.25,5.7,5.2,-9924.490323,-15888.96,-12769.92,0,0,0.31,-1.05
+10/01/2012,0.2,0.2,0,0.2,0,0,0,0,0,0,-13.38,-5.95,-2.36,-7.51,-4.18,4.25,6.6,6.9,5.6,-9924.490323,-15888.96,-12769.92,0,0,0.3,-1.04
+11/01/2012,0,0.2,0,0,0,0,0,0,0,0,-13.41,-5.97,-2.41,-7.52,-4.19,4.65,6.85,7.1,5.05,-9924.490323,-15888.96,-12769.92,0,0,0.29,-1.04
+12/01/2012,0,0.2,0,0.2,0,0,0.2,0,0,0,-13.39,-5.98,-2.43,-7.5,-4.2,4.6,4.35,6.15,4.6,-9924.490323,-15888.96,-12769.92,0,0,0.27,-1.04
+13/01/2012,0.2,0,0,0,0,0,0.2,0,0,0,-13.31,-5.99,-2.45,-7.44,,8.25,4.25,8.6,8.5,-9924.490323,-15888.96,-12769.92,0,0,0.29,-1
+14/01/2012,0,0,0,0.2,0,0,0.2,0,0,0.2,-13.31,-6.01,-2.49,-7.47,,5.55,4.6,7.35,5.8,-9924.490323,-15888.96,-12769.92,0,0,0.28,-1.05
+15/01/2012,0.2,0,0,0,0,0,0,0,0,0.2,-13.31,-6.02,-2.5,-7.53,-4.2,3.15,3.25,5.25,3.4,-9428.265806,-15094.512,-12131.424,0,0,0.26,-1.07
+16/01/2012,0,0,0,0,0,0,0,0,0,0,-13.33,-6.04,-2.51,-7.52,-4.2,2.4,2.45,4.4,3.5,-9924.490323,-15888.96,-12769.92,0,0,0.25,-1.07
+17/01/2012,0,0,0,0,0,0,0,0,0,0,-13.38,-6.06,-2.53,-7.54,-4.22,2.1,1.95,3.85,2.15,-9924.490323,-15888.96,-12769.92,0,0,0.23,-1.08
+18/01/2012,0,0,0,0.2,0,0,0,0,0,0,-13.41,-6.07,-2.56,-7.56,-4.23,3.05,3.7,4.8,3.55,-9924.490323,-15888.96,-12769.92,0,0,0.22,-1.06
+19/01/2012,0,0,0,0,0,0,0,0,0,0,-13.4,-6.09,-2.57,-7.54,-4.33,4.95,3.15,6.6,5.4,-9924.490323,-15888.96,-12769.92,0,0,0.25,-1.04
+20/01/2012,2.2,2.8,3.2,1.2,5.2,3.4,2,0,2.2,4.2,-13.29,-6.1,-2.56,-7.43,-4.48,7.35,5.85,8.1,7.95,-9924.490323,-15888.96,-12769.92,0,0,0.26,-1.05
+21/01/2012,0.2,0.2,0,0.2,1,0.4,0.2,0,0,1,-13.29,-6.12,-2.62,-7.44,-4.49,7.1,7.1,8.35,7.1,-9924.490323,-15888.96,-12769.92,0,0,0.25,-1.06
+22/01/2012,0.2,0.2,0,0,0,0,0.2,0,0,0.2,-13.28,-6.12,-2.58,-7.48,-4.49,8.05,6.7,8.8,7.85,-9428.265806,-15094.512,-12131.424,0,0,0.24,-1.04
+23/01/2012,0.2,0,0,0,0,0,0,0,0,0,-13.29,-6.12,-2.58,-7.45,-4.49,8.15,5.75,9.4,8.65,-9924.490323,-15888.96,-12769.92,0,0,0.25,-1.03
+24/01/2012,0,0,0,0,0,0,0,0,0,0,-13.29,-6.13,-2.6,-7.43,-4.5,7.8,6.35,10.15,8.9,-9924.490323,-15888.96,-12769.92,0,0,0.23,-1.04
+25/01/2012,0,0,0,0,0,0,0,0,0,0,-13.34,-6.14,-2.63,-7.46,-4.5,5.25,3.45,7.05,5.65,-9924.490323,-15888.96,-12769.92,0,0,0.23,-1.08
+26/01/2012,0,0,0,0,0,0,0,0,0,0,-13.35,-6.16,-2.63,-7.48,-4.5,2.45,2.95,4.6,3.45,-9924.490323,-15888.96,-12769.92,0,0,0.23,-1.09
+27/01/2012,0,0,0,0,0,0,0,0,0,0,-13.38,-6.17,-2.64,-7.47,-4.51,6.4,2.4,6.9,6.15,-9924.490323,-15888.96,-12769.92,0,0,0.24,-1.06
+28/01/2012,0,0,0,0.2,0,0,0,0,0,0,-13.37,-6.19,-2.68,-7.49,-4.51,7.1,2.6,7.15,7.75,-9924.490323,-15888.96,-12769.92,0,0,0.23,-1.05
+29/01/2012,0.2,0,0,0,0,0,0,0,0,0.4,-13.34,-6.19,-2.66,-7.49,-4.52,6.05,2.8,6.8,7.6,-9428.265806,-15094.512,-12131.424,0,0,0.22,-1.03
+30/01/2012,0,0,0,0,0,0,0,0,0,0,-13.36,-6.18,-2.63,-7.47,-4.52,2.6,1.2,2.9,3.9,-9924.490323,-15888.96,-12769.92,0,0,0.2,-1.07
+31/01/2012,0,0,5,0,0,0,0,0,0,0,-13.34,-6.2,,-7.46,-4.53,1.05,-2.25,1.05,1.75,-9924.490323,-15888.96,-12769.92,0,0,0.2,-1.08
+01/02/2012,0.2,4.6,,1.4,2.2,4.6,0.6,9.6,3,0,-13.28,-6.19,,-7.42,-4.52,2.95,-3.6,2.45,3.2,-10372.53517,-16368.48,-13046.4,0,0,0.2,-1.07
+02/02/2012,5.8,9.4,0,7.8,4.4,6.4,6.2,8.2,0.6,4.8,-13.32,-6.2,,,-4.53,0.75,-4.85,1.4,1.75,-10372.53517,-16368.48,-13046.4,0,0,0.2,-1.09
+03/02/2012,2.6,0,,0,0,0,2.2,4.4,0,0.4,,-6.22,,,-4.55,-0.5,-4.5,0.45,0.4,-10372.53517,-16368.48,-13046.4,0,0,0.19,-1.1
+04/02/2012,0.2,0,,0,0,0,0.2,1.8,0,1.6,,-6.25,,,-4.56,0.1,-7,-0.2,0.25,-10372.53517,-16368.48,-13046.4,0,0,0.19,-1.1
+05/02/2012,0,0,0,0,0,0,11.4,2.4,0,0,-13.39,-6.25,,,-4.57,-0.55,-5.55,0.65,-0.1,-9853.908414,-15550.056,-12394.08,0,0,0.19,-1.11
+06/02/2012,0,0,0,0,0,0,0,0.2,0,3.6,-13.34,-6.26,,,-4.57,-0.1,-4.35,-0.4,0.8,-10372.53517,-16368.48,-13046.4,0,0,0.14,-1.1
+07/02/2012,0,0,0,0,0,0,0,0.2,0,11.8,-13.31,-6.27,,,-4.58,1.75,-3.45,0.25,1.55,-10372.53517,-16368.48,-13046.4,0,0,0.18,-1.1
+08/02/2012,0,0,0,0,0,0,0,3.2,0,5.2,-13.41,-6.28,,,-4.57,2.75,0,1.4,1.75,-10372.53517,-16368.48,-13046.4,0,0,0.19,-1.11
+09/02/2012,0,0,0,0,0,0,0,0.6,0,1.6,-13.41,-6.3,,,-4.61,1.1,2.75,1.4,2,-10372.53517,-16368.48,-13046.4,0,0,0.18,-1.11
+10/02/2012,0,0,,0,0,0,0,0.6,0,0,-13.4,-6.3,,,-4.61,1.5,-4.2,1.95,2.25,-10372.53517,-16368.48,-13046.4,0,0,0.18,-1.1
+11/02/2012,0,0,,0,0,0,0,1,0,0,-13.4,-6.32,,,-4.63,-0.85,-5.85,0.6,0.5,-10372.53517,-16368.48,-13046.4,0,0,0.17,-1.12
+12/02/2012,0,0,0,0,0,0,0,4.6,0,0,-13.43,-6.32,,,-4.64,-0.1,-4.6,0.6,1.05,-9853.908414,-15550.056,-12394.08,0,0,0.18,-1.12
+13/02/2012,0,0,0,0,0,0,0,1.2,0,0,-13.43,-6.33,-2.77,,-4.64,-0.6,-3.15,-0.05,0.1,-10372.53517,-16368.48,-13046.4,0,0,0.13,-1.11
+14/02/2012,0,0,0,0,0,0,0,0,0,0,-13.41,-6.35,-2.87,,-4.65,1.1,-1,2.25,1.7,-10372.53517,-16368.48,-13046.4,0,0,0.13,-1.11
+15/02/2012,0,0,,0,0,0,0,0,0,0,-13.4,-6.35,-2.81,,-4.65,-0.25,0.9,1.4,0.8,-10372.53517,-16368.48,-13046.4,0,0,0.14,-1.1
+16/02/2012,0,3.6,0,2.6,0,0,0,0,0,0,-13.43,-6.37,-2.86,,-4.65,5.7,4.1,6.35,5.15,-10372.53517,-16368.48,-13046.4,0,0,0.14,-1.1
+17/02/2012,0,0,0,0.2,0,0,0,0,0,0.2,-13.49,-6.38,-2.87,,-4.67,6.15,4.55,7.2,6.1,-10372.53517,-16368.48,-13046.4,0,0,0.15,-1.09
+18/02/2012,0,0,2.6,0,0,0,0,0,0.2,0,-13.49,-6.39,-2.89,,-4.68,7.25,4.2,7.3,6.8,-10372.53517,-16368.48,-13046.4,0,0,0.16,-1.1
+19/02/2012,4,1.6,9,3.4,2.4,2.2,1.6,0,11.4,2.4,-13.48,-6.38,-2.88,,-4.69,5.9,1.95,6.85,7,-9853.908414,-15550.056,-12394.08,0,0,0.17,-1.12
+20/02/2012,22.6,2.8,3,2.4,9.8,6.6,19.6,2.6,8.8,34,-13.48,-6.37,-2.81,-7.91,-4.69,6.4,1.3,6.45,6.75,-10372.53517,-16368.48,-13046.4,0,0,0.19,-1.11
+21/02/2012,3.8,3,1.6,4.2,4.2,5.6,4,13.2,0,6.8,,-6.38,-2.82,-7.82,-4.69,8.3,3.8,7.3,7.7,-10372.53517,-16368.48,-13046.4,0,0,0.2,-1.14
+22/02/2012,0,0,0,0,0,0,0,0.4,0,0.2,,-6.38,-2.85,-7.8,-4.68,7.7,6.65,8.95,8.35,-10372.53517,-16368.48,-13046.4,0,0,0.18,-1.12
+23/02/2012,0,0,0,0,0,0,0,0.6,0,0,,-6.39,-2.86,-7.78,-4.68,8.85,10.2,9.5,9.05,-10372.53517,-16368.48,-13046.4,0,0,0.17,-1.12
+24/02/2012,0,0,0,0,0,0,0,0,0,0,,-6.39,-2.88,-7.79,-4.68,9,10.45,9.6,10,-10372.53517,-16368.48,-13046.4,0,0,0.15,-1.1
+25/02/2012,0,0,0,0,0,0,0,0,0,0,,-6.4,-2.87,-7.78,-4.69,9.4,6.1,10.55,11.5,-10372.53517,-16368.48,-13046.4,0,0,0.16,-1.07
+26/02/2012,0,0,0,0.2,0,0,0,0,0,0,,-6.39,-2.88,-7.77,-4.68,10.15,6.3,9.3,10.35,-9853.908414,-15550.056,-12394.08,0,0,0.17,-1.09
+27/02/2012,0,0,0,0,0,0,0,0,0,0,,-6.38,-2.84,-7.77,-4.69,7.6,6.25,8.25,8.7,-10372.53517,-16368.48,-13046.4,0,0,0.17,-1.12
+28/02/2012,0,0,0,0,0,0,0,0,0,0,,-6.39,-2.86,-7.77,-4.69,8.3,6,9.6,9.75,-10372.53517,-16368.48,-13046.4,0,0,0.17,-1.1
+29/02/2012,0,0,0,0,0,0,0,0,0,0,,-6.4,-2.88,-7.76,-4.69,8.45,12.35,9.65,10,-10372.53517,-16368.48,-13046.4,0,0,0.16,-1.08
+01/03/2012,0,0,0,0.2,0,0,0,0,0.2,0,,-6.41,-2.89,-7.76,-4.7,11.85,13.5,11.25,11.5,-11043.54839,-15341.184,-12579.84,0,0,0.15,-1.08
+02/03/2012,0,0.2,0,0.2,0,0,0,0,0,0,,-6.41,-2.87,-7.75,-4.69,10.35,12.2,9.9,11.35,-11043.54839,-15341.184,-12579.84,0,0,0.16,-1.09
+03/03/2012,0,0,0,0,0,0,0,0,0,0,,-6.42,-2.89,-7.77,-4.7,9.85,6.7,10.7,11.5,-11043.54839,-15341.184,-12579.84,0,0,0.16,-1.09
+04/03/2012,0,0,0,0,0,0,0,0,0,0,,-6.41,-2.9,-7.79,-4.7,10.35,5.35,10.8,11.65,-10491.37097,-14574.1248,-11950.848,0,0,0.17,-1.1
+05/03/2012,0,0,20,0,0,0,0,0,11.6,0,,-6.4,-2.84,-7.72,-4.7,10.75,2.9,11.1,11.8,-11043.54839,-15341.184,-12579.84,0,0,0.17,-1.07
+06/03/2012,32,33.6,7.6,33.6,36.8,40.4,30,26.6,15.6,44,,-6.39,-2.34,-7.69,-4.66,9.65,3.2,9.75,9.85,-11043.54839,-15341.184,-12579.84,0,0,0.28,-1.03
+07/03/2012,0.2,0,0,0,0,0,0,14.6,0,0,,-6.37,-2.28,-7.7,-4.67,8.95,6.45,9,10.2,-11043.54839,-15341.184,-12579.84,0,0,0.23,-1.12
+08/03/2012,0,0,0,0,0,0,0,0,0,0,,-6.37,-2.35,-7.65,-4.67,9,7,10.4,10.15,-11043.54839,-15341.184,-12579.84,0,0,0.21,-1.11
+09/03/2012,0,0,0,0,0,0,0,1.8,0,0,,-6.37,-2.46,-7.69,-4.68,10.05,5.8,9.2,9.8,-11043.54839,-15341.184,-12579.84,0,0,0.19,-1.1
+10/03/2012,0,0,0,0,0,0,0,1.2,0,0,,-6.39,-2.52,-7.72,-4.69,9.5,6.65,9.4,9.85,-11043.54839,-15341.184,-12579.84,0,0,0.17,-1.11
+11/03/2012,0,0,0,0,0,0,0,6.2,0,0,,-6.38,-2.58,-7.74,-4.69,11.25,7.75,10.8,10.55,-10491.37097,-14574.1248,-11950.848,0,0,0.18,-1.1
+12/03/2012,0,0,0,0,0,0,0,0.4,0,0,,-6.37,-2.59,-7.69,-4.69,10.45,10.55,12.05,11.45,-11043.54839,-15341.184,-12579.84,0,0,0.17,-1.09
+13/03/2012,0,0,0,0,0,0,0,0,0,0,,-6.38,-2.65,-7.68,-4.7,12.15,10.65,12.3,13.1,-11043.54839,-15341.184,-12579.84,0,0,0.18,-1.08
+14/03/2012,0,0,0,0,0,0,0,0,0,0,,-6.39,-2.69,-7.67,-4.7,11.35,10.8,12.65,12.35,-11043.54839,-15341.184,-12579.84,0,0,0.18,-1.09
+15/03/2012,0,0,0,0.2,0,0,0,0,0,0,,-6.4,-2.72,-7.68,-4.7,10.95,11.5,9.7,10.6,-11043.54839,-15341.184,-12579.84,0,0,0.17,-1.07
+16/03/2012,0,0,0,0,0,0,0,0,0,0,,-6.41,-2.74,-7.66,-4.71,12.45,9.3,12.4,12.95,-11043.54839,-15341.184,-12579.84,0,0,0.17,-1.08
+17/03/2012,0,0,0,0.2,0,0,0,0,0,0,,-6.43,-2.78,-7.68,-4.71,10.85,8.35,11.2,11.65,-11043.54839,-15341.184,-12579.84,0,0,0.17,-1.08
+18/03/2012,0.4,0,0,0,0,0,0.2,0,0.2,0.4,,-6.42,-2.8,-7.67,-4.71,15.15,7.5,14.35,14.6,-10491.37097,-14574.1248,-11950.848,0,0,0.18,-1
+19/03/2012,1,0,0.4,0,0,1,1,0,2.8,0.4,,-6.41,-2.73,-7.61,-4.71,11.05,7.3,11.6,13,-11043.54839,-15341.184,-12579.84,0,0,0.17,-1.05
+20/03/2012,0.6,4,0,0.4,6.4,3.4,3.2,0,0,3,,-6.42,-2.82,-7.62,-4.72,11.4,9,12.75,12.3,-11043.54839,-15341.184,-12579.84,0,0,0.19,-1.06
+21/03/2012,0,0,0,0,0,0,0,0,0,0,,-6.42,-2.81,-7.62,-4.72,14.65,12.55,16.35,16.05,-11043.54839,-15341.184,-12579.84,0,0,0.18,-1.04
+22/03/2012,0,0,0,0,0,0,0,0,0,0,,-6.44,-2.83,-7.63,-4.71,14.7,13.05,16.35,15.5,-11043.54839,-15341.184,-12579.84,0,0,0.17,-1.09
+23/03/2012,0,0,0,0,0,0,0,0,0,0,,-6.44,-2.84,-7.64,-4.72,11.45,11.25,13.9,13.9,-11043.54839,-15341.184,-12579.84,0,0,0.17,-1.05
+24/03/2012,0,0,0,0,0,0,0,0,1.2,0,,-6.45,-2.88,-7.62,-4.73,16.45,11.7,16.15,16.7,-11043.54839,-15341.184,-12579.84,0,0,0.16,-1
+25/03/2012,0,0,0,0,0,0,0,0,0,0,,-6.44,-2.9,-7.65,-4.73,14.85,12.75,14.65,15.5,-10491.37097,-14574.1248,-11950.848,0,0,0.18,-1.05
+26/03/2012,0,1.6,0,0,0,1.2,0,0,0,1.6,,-6.43,-2.84,-7.65,-4.73,15,12.9,16.1,15.95,-11043.54839,-15341.184,-12579.84,0,0,0.18,-1.03
+27/03/2012,0,0,0,0,0,0,0,0,0,0,,-6.44,-2.89,-7.64,-4.74,16.1,12.6,16.35,15.65,-11043.54839,-15341.184,-12579.84,0,0,0.16,-1.12
+28/03/2012,0,0,0,0,0,0,0,0,0,0,,-6.45,-2.89,-7.66,-4.75,14.45,13.8,16.1,16.05,-11043.54839,-15341.184,-12579.84,0,0,0.16,-1.11
+29/03/2012,0,0,0,0,0,0,0,0,0,0,,-6.45,-2.89,-7.64,-4.75,12.75,11.4,14.15,14.75,-11043.54839,-15341.184,-12579.84,0,0,0.17,-1.11
+30/03/2012,0,0,0,0,0,0,0,0,0,0,,-6.45,-2.9,-7.59,-4.75,13.25,9.7,13.05,13.6,-11043.54839,-15341.184,-12579.84,0,0,0.17,-1.1
+31/03/2012,0,0,0,0,0,0,0,0,0,0,,-6.47,-2.94,-7.59,-4.75,12.95,9.65,14.15,14.85,-11043.54839,-15341.184,-12579.84,0,0,0.17,-1.08
+01/04/2012,0,0,0,0,0,0,0,0,0,0,,-6.47,-2.98,-7.63,-4.75,16,11.4,15.35,16.55,-9360.983333,-14076.72,-11441.952,0,0,0.17,-1.09
+02/04/2012,0,0,0,0,0,0,0,0,0,0,,-6.46,-2.93,-7.64,-4.76,14.2,10.1,14.6,15.35,-9853.666667,-14817.6,-12044.16,0,0,0.17,-1.1
+03/04/2012,1.8,7,10.6,10.8,3.6,5,3.4,1,15.6,2.4,,-6.47,-2.92,-7.6,-4.76,13.95,8.7,13.05,13.25,-9853.666667,-14817.6,-12044.16,0,0,0.17,-1.03
+04/04/2012,5.4,1.2,0,1.2,3.4,2.6,4.4,2.4,2,5,,-6.47,-2.92,-7.53,-4.76,15.35,10.15,15.1,14.9,-9853.666667,-14817.6,-12044.16,0,0,0.17,-1.01
+05/04/2012,3.6,3.4,0.8,0.2,3.8,4.6,5,0.6,1,3.6,,-6.48,-2.94,-7.51,-4.77,14.95,9.9,14.4,16.5,-9853.666667,-14817.6,-12044.16,0,0,0.17,-1.01
+06/04/2012,0,0,2.2,0.4,0.2,0,0,0,3,0.2,,-6.48,-2.94,-7.52,-4.78,12.8,8.3,13.8,14.1,-9853.666667,-14817.6,-12044.16,0,0,0.15,-1.09
+07/04/2012,5.2,11.6,3.2,0.6,4.4,13,4,0,9.2,7.6,,-6.48,-2.89,-7.53,-4.71,14.6,7.1,13.2,15,-9853.666667,-14817.6,-12044.16,0,0,0.15,-1.07
+08/04/2012,21.4,12.4,8.8,2.4,26.4,37.2,35.8,2.2,17.2,54.4,,-6.45,-2.82,-7.52,-4.65,9.05,3.15,8.85,9.6,-9360.983333,-14076.72,-11441.952,0,0,0.2,-1.01
+09/04/2012,0.4,11,0,9.2,1.6,4.4,1.4,12.2,0,0.8,,-6.41,-2.8,-7.48,-4.64,8.6,3.7,7.7,9.25,-9853.666667,-14817.6,-12044.16,0,0,0.2,-1.07
+10/04/2012,0,0,5,0,0,0,0,0,9,0,,-6.39,-2.81,-7.44,-4.68,9.45,6.45,10.45,11.05,-9853.666667,-14817.6,-12044.16,0,0,0.19,-1.07
+11/04/2012,31.8,11.2,22.2,11,25.2,17.2,30.2,0.2,30.8,39.6,,-6.37,-2.55,-7.4,-4.62,11.9,6.3,10.4,11.75,-9853.666667,-14817.6,-12044.16,0,0,0.41,-0.52
+12/04/2012,16.2,21.4,1.6,18.2,14.4,18,14.8,1,2,22.6,,-6.34,-2.36,-7.41,-4.29,12.1,7.05,11.6,12.05,-9853.666667,-14817.6,-12044.16,0,0,0.58,0.1
+13/04/2012,0.8,0,0.4,0,1,1.2,1,0,0,1.4,,-6.3,-2.44,-7.37,-4.27,13.1,8.65,13.15,13.4,-9853.666667,-14817.6,-12044.16,0,0,0.5,-0.32
+14/04/2012,0,3,27.8,2.8,0,0.4,0,47.4,8.8,0.6,,-6.27,-2.48,-7.38,-4.43,11.2,5.4,11.05,11.5,-9853.666667,-14817.6,-12044.16,0,0,0.42,-0.94
+15/04/2012,8.6,11.4,2.8,15.2,9.6,14.4,9,9.2,3.4,11.2,,-6.25,-2.46,-7.37,-4.53,12.5,6.95,12.85,13.65,-9360.983333,-14076.72,-11441.952,0,0,0.4,-1.01
+16/04/2012,0.8,0,2.8,3.2,0,0,0.4,2,1.8,0.6,,-6.23,-2.44,-7.34,-4.58,10.5,7.1,11.65,12.05,-9853.666667,-14817.6,-12044.16,0,0,0.38,-1.03
+17/04/2012,1.6,3.2,0,4.4,0.8,2,1,7.4,0.8,1.2,,-6.22,-2.49,-7.29,-4.61,13.6,8,13,14,-9853.666667,-14817.6,-12044.16,0,0,0.37,-1.04
+18/04/2012,8.4,2.4,3,0,10.8,5.6,10,0.8,11.8,8.2,,-6.22,-2.45,-7.28,-4.62,11.55,6,11.7,12.95,-9853.666667,-14817.6,-12044.16,0,0,0.34,-1.03
+19/04/2012,43.8,2.2,9,10,26,8,34.6,0.4,29.8,27.2,,-6.22,-2.46,-7.2,-4.52,13.9,6.55,12.6,13.85,-9853.666667,-14817.6,-12044.16,0,0,0.49,-0.46
+20/04/2012,52.6,13,8.8,9.2,18.6,11.6,41.8,0.2,32.8,37.8,,-6.19,-2.17,-7.16,-4.16,12.05,5.25,11.75,12.6,-9853.666667,-14817.6,-12044.16,0,0,0.74,0.43
+21/04/2012,20.4,3.8,0.4,7.8,26.6,22.8,44.8,3.4,3.4,30.8,,-6.15,-2.09,-7.24,-3.85,13.95,8.2,13.35,14.5,-9853.666667,-14817.6,-12044.16,0,0,0.82,0.68
+22/04/2012,5.4,9.8,2.8,2.4,9.8,24.6,5.2,0,2.4,12.8,,-6.08,-2.16,-7.31,-3.8,13.7,7.3,12,13.95,-9360.983333,-14076.72,-11441.952,0,0,0.7,0.26
+23/04/2012,2.6,0,0,0,1.2,0.2,0.6,0,3.8,0.2,,-6.03,-2.18,-7.28,-3.84,12.65,7.65,12.25,13.9,-9853.666667,-14817.6,-12044.16,0,0,0.62,0.02
+24/04/2012,27.8,7.4,7.8,7.6,21,12.2,22,0.4,21.2,28.2,,-6.01,-2.22,-7.24,-3.82,12.9,5.95,12.15,12.95,-9853.666667,-14817.6,-12044.16,0,0,0.67,0.19
+25/04/2012,11.8,2,0.8,11.2,15.6,14.2,15,0.4,0.2,39.8,,-5.97,-1.99,-7.27,-3.71,13.5,8.6,12.9,14.2,-9853.666667,-14817.6,-12044.16,0,0,0.72,0.31
+26/04/2012,0.2,0,0,0,0.4,0.2,0.2,0,0,0.4,,-5.94,-2.01,-7.24,-3.75,14.55,10.65,14.3,15.15,-9853.666667,-14817.6,-12044.16,0,0,0.63,0.03
+27/04/2012,0,0,0,0,0,0,0,0,0,0,,-5.93,-2.12,-7.2,-3.82,18.2,15.25,18.55,18.8,-9853.666667,-14817.6,-12044.16,0,0,0.58,-0.15
+28/04/2012,0,0,0,0,0,0,0,0,0,0,,-5.94,-2.23,-7.21,-3.91,20.6,19.55,20.5,21.4,-9853.666667,-14817.6,-12044.16,0,0,0.53,-0.37
+29/04/2012,0,0,2.4,0,0,0,0,0,1,0,,-5.92,-2.29,-7.19,-4.05,16.05,13.3,15.75,16.75,-9360.983333,-14076.72,-11441.952,0,0,0.47,-0.79
+30/04/2012,1.6,1.4,7.2,2.4,1,0.8,1,0.4,5.8,2.4,,-5.91,-2.29,-7.06,-4.16,16.55,12.95,16.45,16.8,-9853.666667,-14817.6,-12044.16,0,0,0.45,-0.87
+01/05/2012,5.2,6,13,5,6.4,5.2,6,2.2,14,5.6,,-5.91,-2.29,-7.02,-4.23,14.85,10.25,14.9,15.6,-10224.53548,-15034.464,-12208.32,0,0,0.45,-0.94
+02/05/2012,12.8,8.6,0.2,8.8,16.8,19.8,16.8,5.6,0.2,18.4,,-5.91,-2.28,-6.96,-4.28,14.2,9,13.4,14.65,-10224.53548,-15034.464,-12208.32,0,0,0.44,-0.97
+03/05/2012,0,0,0,0,0,0,0,0,0,0,,-5.93,-2.36,-6.96,-4.3,13.75,9.2,14.05,15.9,-10224.53548,-15034.464,-12208.32,0,0,0.42,-1.02
+04/05/2012,0,0,0,0.2,0,0,0,0,0,0,,-5.94,-2.39,-6.97,-4.36,13.2,9.5,13.6,15,-10224.53548,-15034.464,-12208.32,0,0,0.36,-1.03
+05/05/2012,0,0.4,0,0.2,0,0,0,0,3.6,0,,-5.96,-2.42,-7.02,-4.39,14.6,11.05,14.85,16,-10224.53548,-15034.464,-12208.32,0,0,0.33,-1.03
+06/05/2012,31.6,5.2,37.8,2.4,24.4,23.6,35.4,6.8,25.4,31.8,,-5.95,-2.29,-6.99,-4.38,15.3,9.95,14.65,15.7,-9713.30871,-14282.7408,-11597.904,0,0,0.45,-0.92
+07/05/2012,3.6,41.8,16.4,46,14.4,17.8,12,6.6,5.6,5.8,,-5.91,-1.8,-6.8,-4.3,15.95,9.7,15.2,17.15,-10224.53548,-15034.464,-12208.32,0,0,0.49,-0.73
+08/05/2012,0.4,0,0,0,0,0,0.2,28.6,0,0,,-5.89,-1.87,-6.73,-4.36,15.6,11.05,15.8,17.05,-10224.53548,-15034.464,-12208.32,0,0,0.43,-0.98
+09/05/2012,0,0,0,0,0,0,0,0,0,0,,-5.89,-2,-6.73,,17.7,13.05,17.1,18.9,-10224.53548,-15034.464,-12208.32,0,0,0.4,-1.02
+10/05/2012,0,0,0,0,0,0,0,0,0,0,,-5.9,-2.11,-6.76,,18.75,16.55,19.15,19.65,-10224.53548,-15034.464,-12208.32,0,0,0.38,-1.03
+11/05/2012,0,0,0,0.2,0,0,0,0,0,0,,-5.93,-2.18,-6.77,,22.5,19.75,21.2,23.3,-10224.53548,-15034.464,-12208.32,0,0,0.36,-1.03
+12/05/2012,0,0,0,0,0,0,0,0,0,0,,-5.95,-2.23,-6.83,,20.55,18.2,19.75,21.4,-10224.53548,-15034.464,-12208.32,0,0,0.35,-1.04
+13/05/2012,0,0,2,0,0,0,0,1,4,0,,-5.93,-2.26,-6.84,,15.65,10.75,14.4,15.45,-9713.30871,-14282.7408,-11597.904,0,0,0.34,-1.03
+14/05/2012,1.6,3.8,0,3.6,9.8,4,12.8,17.8,0,7,,-5.91,-2.28,-6.77,-4.46,13.65,8.85,13.45,14.75,-10224.53548,-15034.464,-12208.32,0,0,0.3,-1.05
+15/05/2012,0,0,0,0,0,0,0,0,0,0,,-5.92,-2.33,-6.78,-4.47,13.45,10.1,13.95,14.9,-10224.53548,-15034.464,-12208.32,0,0,0.28,-1.05
+16/05/2012,0.6,0,0,0,0,0,0,0.8,0.2,0.8,,-5.93,-2.37,-6.79,-4.47,15.2,11.4,15.8,17.25,-10224.53548,-15034.464,-12208.32,0,0,0.26,-1.05
+17/05/2012,0,0,0,0,0,0,0,0,0,0,,-5.95,-2.43,-6.82,-4.49,13.2,10.15,12.25,15.2,-10224.53548,-15034.464,-12208.32,0,0,0.24,-1.06
+18/05/2012,0,0,0,0,0,0,0,0,0,0,,-5.97,-2.46,-6.82,-4.41,13.5,11.65,15.35,15.15,-10224.53548,-15034.464,-12208.32,0,0,0.26,-1.06
+19/05/2012,0,0,1.2,0,0,0,0,0.2,1.6,0,,-5.98,-2.48,-6.84,-4.23,15.15,12.3,16,15.85,-10224.53548,-15034.464,-12208.32,0,0,0.26,-1.06
+20/05/2012,3.6,1.2,33.6,0.8,2.4,3.8,2.8,2,35.2,2.6,,-5.98,-2.44,-6.77,-4.23,13.7,9.95,14.05,14.35,-9713.30871,-14282.7408,-11597.904,0,0,0.3,-1.03
+21/05/2012,61.4,39.2,24.6,38.6,44.2,43.6,49.4,27.6,17.6,65.4,,,-2.1,-6.66,-4.1,16.4,9.1,15.6,16.6,-10224.53548,-15034.464,-12208.32,0,0,0.51,-0.49
+22/05/2012,1,1.2,0,1.6,1.8,1.2,0.8,10,0.2,1.2,,,-2.14,-6.58,-3.91,16.55,10.05,15.2,16.45,-10224.53548,-15034.464,-12208.32,0,0,0.54,-0.35
+23/05/2012,0.2,1,0,0.2,1,0.4,0.4,0.2,0,0.4,,,-2.24,-6.6,-4.04,18.25,13.15,17.55,18.55,-10224.53548,-15034.464,-12208.32,0,0,0.43,-0.97
+24/05/2012,0,0,0,0,0,0,0,0.4,0,0,,,-2.3,-6.61,-4.13,21.8,20,21.05,22.6,-10224.53548,-15034.464,-12208.32,0,0,0.34,-1.03
+25/05/2012,0,0,0.8,0,0,0,0,0,9.2,0,,-5.92,-2.31,-6.62,-4.15,21.5,16.7,20.9,21.15,-10224.53548,-15034.464,-12208.32,0,0,0.34,-1.03
+26/05/2012,5.8,0.8,0,2,12,6.6,17.8,1.4,1.4,2.4,,-5.93,-2.33,-6.64,-4.19,18.55,15.05,19.25,19.4,-10224.53548,-15034.464,-12208.32,0,0,0.33,-1.03
+27/05/2012,0.6,0,0,0,0,0,0,4.8,0,2.4,,-5.94,-2.36,-6.66,-4.21,18.75,14.45,19.1,19.4,-9713.30871,-14282.7408,-11597.904,0,0,0.32,-1.04
+28/05/2012,0,0,0,0.2,0,0,0,5.2,6.2,0.2,,-5.93,-2.38,-6.59,-4.22,18.7,13.45,18.35,19.9,-10224.53548,-15034.464,-12208.32,0,0,0.31,-1.04
+29/05/2012,2.4,0,0.2,0,0.4,0,0.4,0,0.2,6.8,-13.4,-5.96,-2.41,-6.59,-4.24,18.9,13.65,18.35,20.15,-10224.53548,-15034.464,-12208.32,0,0,0.29,-1.04
+30/05/2012,0,0,0,0,0,0,0,0.4,0,0,-13.36,-5.94,-2.55,-6.62,-4.25,19,14.95,18.75,20.55,-10224.53548,-15034.464,-12208.32,0,0,0.28,-1.04
+31/05/2012,0,0,0,0,0,0,0,6.6,0,0,-13.37,,-2.55,-6.64,-4.27,20.3,15.8,20,22.45,-10224.53548,-15034.464,-12208.32,0,0,0.28,-1.04
+01/06/2012,0,0,0,0,0,0,0,0,0,0,-13.35,,-2.55,-6.67,-4.27,19.55,14.1,19.1,20.55,-10552.288,-15777.504,-12787.2,0,0,0.26,-1.05
+02/06/2012,0,0,0.2,0,0,0,0,0,0,0,-13.36,-5.96,-2.59,-6.7,-4.28,19.9,15.1,19.9,21.05,-10552.288,-15777.504,-12787.2,0,0,0.26,-1.05
+03/06/2012,0,0,0,0,0,0,0,0,0,0,-13.35,-5.99,-2.57,-6.72,-4.29,22.55,16.3,21.4,23.55,-10024.6736,-14988.6288,-12147.84,0,0,0.26,-1.05
+04/06/2012,22,0.4,0,0,4.8,4.6,16.6,1.6,29,20.2,-13.3,-6,-2.48,-6.66,-4.29,18.95,13.25,18.8,18.9,-10552.288,-15777.504,-12787.2,0,0,0.28,-1.02
+05/06/2012,7.8,1,0.2,4.2,15.4,11.4,9.4,5.8,0,33.6,-13.32,-6,,-6.64,-4.3,19.15,14.9,19,20.25,-10552.288,-15777.504,-12787.2,0,0,0.29,-1.04
+06/06/2012,0,0,0,0,0,0,0,0,0,0,-13.34,-6.01,,-6.66,-4.32,18.35,14.75,18.85,19.95,-10552.288,-15777.504,-12787.2,0,0,0.24,-1.05
+07/06/2012,0,0,0,0,0,0,0,0,0,0,-13.34,-6.05,,-6.66,-4.33,20.45,15.95,20,21.3,-10552.288,-15777.504,-12787.2,0,0,0.24,-1.05
+08/06/2012,0,0,0,0,0,0,0,0,0,0,-13.33,-6.08,,-6.7,-4.34,22.6,18.8,22.95,23.1,-10552.288,-15777.504,-12787.2,0,0,0.24,-1.06
+09/06/2012,0.8,0,1,0.2,0,0,0.4,0.2,0.6,0.6,-13.34,-6.1,,-6.74,-4.35,22.45,15.85,21.95,23.95,-10552.288,-15777.504,-12787.2,0,0,0.23,-1.05
+10/06/2012,0,0,9.2,0,0,0,0,0,4.4,0,-13.34,-6.08,,-6.79,-4.36,19.95,13.7,18.95,20.7,-10024.6736,-14988.6288,-12147.84,0,0,0.22,-1.06
+11/06/2012,12.6,21.2,6.8,17.4,15.8,9,14.8,1,8,28.4,-13.31,-6.06,,-6.69,-4.35,21.05,13.85,19.15,21.55,-10552.288,-15777.504,-12787.2,0,0,0.22,-1.04
+12/06/2012,13,0,7.8,3,2.4,3.6,4.4,1.8,1.6,2.8,-13.31,-6.05,,-6.67,-4.36,19.7,12.05,18.6,20.15,-10552.288,-15777.504,-12787.2,0,0,0.23,-1.05
+13/06/2012,1,0.2,0,0,1.6,3,0.4,0,0.2,7.8,-13.38,-6.06,,-6.71,-4.37,18.65,12.1,17.75,19.65,-10552.288,-15777.504,-12787.2,0,0,0.21,-1.06
+14/06/2012,0,0,0.2,0,0,0.2,0.2,0,0,0.4,-13.41,-6.07,,-6.76,-4.38,18.75,13.9,18.7,20.05,-10552.288,-15777.504,-12787.2,0,0,0.21,-1.07
+15/06/2012,0,0,0,0,0,0,0,0,0,0,-13.43,-6.07,,-6.79,-4.39,19.5,17.4,20.5,21.05,-10552.288,-15777.504,-12787.2,0,0,0.2,-1.06
+16/06/2012,0,0,0,0,0,0,0,0,0,0,-13.42,-6.09,,-6.91,-4.4,22.65,22.05,23.35,23.9,-10552.288,-15777.504,-12787.2,0,0,0.19,-1.07
+17/06/2012,0,0,0,0,0,0,0,0,0,0,-13.42,-6.1,,-6.95,-4.4,24,23.9,24.85,25.15,-10024.6736,-14988.6288,-12147.84,0,0,0.19,-1.06
+18/06/2012,0,0,0,0,0,0,0,0,0,0,-13.42,-6.11,,-6.98,-4.41,25.3,24.9,26.45,26.65,-10552.288,-15777.504,-12787.2,0,0,0.2,-1.06
+19/06/2012,0,0,0,0,0,0,0,0,0,0,-13.42,-6.19,,-7.06,-4.41,26.5,24.4,27.2,27.7,-10552.288,-15777.504,-12787.2,0,0,0.18,-1.06
+20/06/2012,0,0,0,0,0,0,0,0,0,0,-13.42,-6.22,,-7.13,-4.41,25.75,24.3,25.7,27.1,-10552.288,-15777.504,-12787.2,0,0,0.18,-1.06
+21/06/2012,0,0,0,0,0,0,0,0,0,0,-13.41,-6.24,,-7.18,-4.42,23.65,18.35,23.75,24.85,-10552.288,-15777.504,-12787.2,0,0,0.17,-1.06
+22/06/2012,0,0,0,0,0,0,0,0,0,0,-13.46,-6.26,,-7.27,-4.42,23.9,18.6,23.45,25.25,-10552.288,-15777.504,-12787.2,0,0,0.19,-1.06
+23/06/2012,0,0,0,0,0,0,0,0,0,0,-13.49,-6.26,,-7.36,-4.42,23.8,19.4,23.4,25.1,-10552.288,-15777.504,-12787.2,0,0,0.16,-1.07
+24/06/2012,0,0,0,0,0,0,0,0,0,0,-13.5,-6.25,,-7.38,-4.42,23.2,20.8,23.35,25.25,-10024.6736,-14988.6288,-12147.84,0,0,0.16,-1.07
+25/06/2012,0,0,0,0,0,0,0,0,0,0,-13.48,-6.25,,-7.33,-4.42,23.75,18.9,23.55,25.55,-10552.288,-15777.504,-12787.2,0,0,0.16,-1.07
+26/06/2012,0,0,0,0,0,0,0,0,5.6,0,-13.51,-6.27,,-7.35,-4.42,24.95,22.25,24.95,26.3,-10552.288,-15777.504,-12787.2,0,0,0.15,-1.07
+27/06/2012,0,0,0,0,0,0,0,0,0,0,-13.53,-6.29,,-7.45,-4.41,27.1,23.05,27.45,28,-10552.288,-15777.504,-12787.2,0,0,0.18,-1.06
+28/06/2012,0,0,0,0,0,0,0,0,0,0,-13.53,-6.32,-3.12,-7.51,-4.4,26.1,22.3,26.05,27.35,-10552.288,-15777.504,-12787.2,0,0,0.16,-1.07
+29/06/2012,0,0,0,0,0,0,0,0,0,0,-13.55,-6.33,-3.07,-7.59,-4.43,25.95,22.25,25.9,26.8,-10552.288,-15777.504,-12787.2,0,0,0.15,-1.07
+30/06/2012,0,0,0,0,0,0,0,0,0,0,-13.57,-6.34,-3.08,-7.67,-4.42,26.45,23.6,26,27,-10552.288,-15777.504,-12787.2,0,0,0.14,-1.07
+01/07/2012,0,0,0,0,0,0,0,0,0,0,-13.58,-6.32,-3.03,-7.72,-4.43,27.45,25.2,27.3,27.95,-10715.81956,-15917.7744,-12985.056,0,0,0.15,-1.07
+02/07/2012,0,0,0,0,0,0,0,0,0,0,-13.6,-6.32,-3.16,-7.76,-4.44,26.75,19.1,25.6,27.5,-11279.81006,-16755.552,-13668.48,0,0,0.14,-1.07
+03/07/2012,0,0,0,0,0,0,0,0,0,0,-13.62,-6.34,-3.12,-7.8,-4.45,23.15,16.8,22.3,24.5,-11279.81006,-16755.552,-13668.48,0,0,0.14,-1.07
+04/07/2012,0,0,0,0,0,0,0,0,0,0,,-6.34,-3.11,-7.85,-4.45,22.75,18.5,22.45,23.85,-11279.81006,-16755.552,-13668.48,0,0,0.14,-1.07
+05/07/2012,0,0,0,0,0,0,0,0,0,0,,-6.32,-3.09,-7.88,-4.46,24.05,20.75,24.2,25.35,-11279.81006,-16755.552,-13668.48,0,0,0.15,-1.07
+06/07/2012,0,0,0,0,0,0,0,0,0,0,,-6.38,-3.11,-7.93,-4.46,24.5,19.25,24.25,25.55,-11279.81006,-16755.552,-13668.48,0,0,0.15,-1.07
+07/07/2012,0,0,0,0,0,0,0,0,0,0,,-6.4,-3.15,-7.99,-4.47,24.3,18.95,23.8,25.35,-11279.81006,-16755.552,-13668.48,0,0,0.15,-1.07
+08/07/2012,0,0,0,0,0,0,0,0,0,0,,-6.4,-3.07,-8.03,-4.47,24.55,21.45,24.3,25.35,-10715.81956,-15917.7744,-12985.056,0,0,0.15,-1.07
+09/07/2012,0,0,0,0,0,0,0,0,0,0,,-6.4,,-8.01,-4.48,26.75,20.35,25.4,26.6,-11279.81006,-16755.552,-13668.48,0,0,0.15,-1.07
+10/07/2012,0,0,0,0,0,0,0,0,0,0,,-6.42,,-8.08,-4.49,24.8,20,24.15,25.35,-11279.81006,-16755.552,-13668.48,0,0,0.14,-1.08
+11/07/2012,0,0,0,0,0,0,0,0,0,0,,-6.44,,-8.13,-4.49,24.15,19.5,23.6,25.2,-11279.81006,-16755.552,-13668.48,0,0,0.14,-1.07
+12/07/2012,0,0,0,0,0,0,0,0,0,0,,-6.45,,-8.18,-4.5,24.15,18.1,23.15,25.8,-11279.81006,-16755.552,-13668.48,0,0,0.14,-1.07
+13/07/2012,0,0,0,0,0,0,0,0,0,0,,-6.45,,-8.26,-4.51,21.85,17.05,21.95,23.85,-11279.81006,-16755.552,-13668.48,0,0,0.14,-1.08
+14/07/2012,0.2,0,0,0,0,0,0,0,0,0.2,,-6.44,,-8.27,-4.51,26.95,18.95,25.75,27.4,-11279.81006,-16755.552,-13668.48,0,0,0.15,-1.07
+15/07/2012,0,0,0,0,0,0,0,0.4,0,0,,-6.42,,-8.27,-4.52,22.1,16,21.05,22.9,-10715.81956,-15917.7744,-12985.056,0,0,0.14,-1.08
+16/07/2012,0,0,0.2,0,0,0,0,0,0,0,,-6.39,,-8.26,-4.53,23.15,18.25,22.9,24,-11279.81006,-16755.552,-13668.48,0,0,0.14,-1.07
+17/07/2012,0,0,0,0,0,0,0,0,0,0,,-6.41,,-8.32,-4.54,23.7,19.65,23.65,24.15,-11279.81006,-16755.552,-13668.48,0,0,0.14,-1.08
+18/07/2012,0,0,0,0,0,0,0,0,0,0,,-6.42,-3.19,-8.33,-4.55,25,22.55,24.65,25.6,-11279.81006,-16755.552,-13668.48,0,0,0.14,-1.08
+19/07/2012,0,0,0,0,0,0,0,0,0,0,,-6.44,-3.2,-8.36,-4.56,24.35,21.55,23.6,25.65,-11279.81006,-16755.552,-13668.48,0,0,0.14,-1.08
+20/07/2012,0,0,0,0,0,0,0,0,0,0,,-6.45,-3.21,-8.33,-4.57,23.75,20.4,23.9,24.8,-11279.81006,-16755.552,-13668.48,0,0,0.14,-1.08
+21/07/2012,0,0,0,0,0,0,0,0,0,0,,-6.45,-3.22,-8.34,-4.57,23.65,18.65,23.05,25.05,-11279.81006,-16755.552,-13668.48,0,0,0.14,-1.08
+22/07/2012,0,0,0,0,0,0,0,1.8,0,0,,-6.42,-3.15,-8.38,-4.57,23.45,18.75,23.5,24.4,-10715.81956,-15917.7744,-12985.056,0,0,0.13,-1.09
+23/07/2012,0,0,0,0,0,0,0,0.6,0,0,,-6.4,-3.04,-8.33,-4.59,22.8,14.95,23.2,23.75,-11279.81006,-16755.552,-13668.48,0,0,0.13,-1.09
+24/07/2012,0,0,0,0,0,0,0,3.2,0,0.4,,-6.4,,-8.31,-4.59,25.3,19.55,23.8,25.15,-11279.81006,-16755.552,-13668.48,0,0,0.14,-1.09
+25/07/2012,0,0,0,0,0,0,0,0,6.4,0,,-6.41,-3.16,-8.32,-4.59,24.4,19.95,24.5,25.55,-11279.81006,-16755.552,-13668.48,0,0,0.14,-1.07
+26/07/2012,23,0,0,0,5,0.8,17.8,12.6,0,18.6,,-6.42,-3.19,-8.36,-4.61,24.3,19.7,23.8,25.35,-11279.81006,-16755.552,-13668.48,0,0,0.14,-1.08
+27/07/2012,0,0,0,0,0,0,0,0,0,0,,-6.43,-3.21,-8.44,-4.62,26.95,23.25,25,27.2,-11279.81006,-16755.552,-13668.48,0,0,0.14,-1.08
+28/07/2012,0,0,0,0,0,0,0,0,0,0,,-6.44,-3.24,-8.47,-4.63,27.05,22.9,27.05,27.7,-11279.81006,-16755.552,-13668.48,0,0,0.14,-1.09
+29/07/2012,0,0,0,0,0,0,0,0,0,0,,-6.42,-3.27,-8.5,-4.64,25.8,19.8,24.7,26.4,-10715.81956,-15917.7744,-12985.056,0,0,0.14,-1.09
+30/07/2012,0,0,0,0,0,0,0,0,0,0,,-6.4,-3.23,-8.51,-4.65,25.35,18.95,24.05,26.2,-11279.81006,-16755.552,-13668.48,0,0,0.14,-1.09
+31/07/2012,0,0,0,0,0,0,0,0,1.2,0,,-6.4,-3.23,-8.57,-4.66,25,20.2,24.9,26.15,-11279.81006,-16755.552,-13668.48,0,0,0.14,-1.09
+01/08/2012,7.2,0,0,0,0.8,0.4,2.2,0,0,4.4,,-6.41,-3.25,-8.65,,27.15,23.5,27.3,28.15,-11282.25806,-16044.48,-12632.544,0,0,0.12,-1.09
+02/08/2012,0,0,0,0,0,0,0,0,0,0,,-6.41,-3.25,-8.7,,26.05,23.65,26.2,27.5,-11282.25806,-16044.48,-12632.544,0,0,0.12,-1.09
+03/08/2012,0,0,0,0,0,0,0,0,0,0,,-6.41,-3.3,-8.76,-4.68,25.2,22.35,24.7,25.65,-11282.25806,-16044.48,-12632.544,0,0,0.12,-1.09
+04/08/2012,0,0,0,0,0,0,0,0,0,0,,-6.41,-3.34,-8.78,-4.68,26.4,23.15,25.95,26.25,-11282.25806,-16044.48,-12632.544,0,0,0.12,-1.09
+05/08/2012,0,0,0,0,0,0,0,0,0,0,,-6.39,-3.38,-8.82,-4.69,26.3,22.4,26,26.75,-10718.14516,-15242.256,-12000.9168,0,0,0.13,-1.08
+06/08/2012,0,0,0,0,0,0,0,0.6,0,0,,-6.36,-3.27,-8.85,-4.65,27.05,20.85,26,27.85,-11282.25806,-16044.48,-12632.544,0,0,0.15,-1.07
+07/08/2012,0,0,0.2,0,0,0,0,0.8,0,0,,-6.28,-3.26,-8.88,-4.62,24.6,20.6,24.55,26.85,-11282.25806,-16044.48,-12632.544,0,0,0.13,-1.09
+08/08/2012,0,0,0,0,0,0,0,0,0,0,,-6.27,-3.3,-8.77,-4.63,23.25,22.5,24,24.45,-11282.25806,-16044.48,-12632.544,0,0,0.13,-1.09
+09/08/2012,0,0,0,0,0,0,0,0,0,0,-14.01,-6.27,-3.3,-8.85,-4.64,25.35,22.7,24.8,25.8,-11282.25806,-16044.48,-12632.544,0,0,0.13,-1.09
+10/08/2012,0,0,0.2,0,0,0,0,0,0,0,-13.99,-6.26,-3.25,-8.84,-4.64,26.8,22.6,26.2,27.2,-11282.25806,-16044.48,-12632.544,0,0,0.13,-1.09
+11/08/2012,0,2.6,0,0,0,9.4,0,0,0,0,-13.98,-6.24,-3.22,-8.8,-4.64,25.15,21.2,24.7,25,-11282.25806,-16044.48,-12632.544,0,0,0.11,-1.1
+12/08/2012,0,0,0,0,0,0,0,0,0,0,-13.98,-6.23,-3.28,-8.77,-4.64,24.35,20.8,24.8,25.65,-10718.14516,-15242.256,-12000.9168,0,0,0.11,-1.09
+13/08/2012,0,0,0.2,0,0,0,0,0,0,0,-13.97,-6.22,-3.21,-8.72,-4.66,26.25,21.8,25.7,26.25,-11282.25806,-16044.48,-12632.544,0,0,0.11,-1.1
+14/08/2012,0,0,0,0,0,0,0,0.8,6.6,0,-13.98,-6.24,-3.25,-8.77,-4.67,25.75,20.95,25.2,26.1,-11282.25806,-16044.48,-12632.544,0,0,0.11,-1.09
+15/08/2012,2.4,0,0,0,0.4,0,2.2,2.4,0,6.6,-13.99,-6.22,-3.26,-8.78,-4.65,25.4,21.85,25.1,25.7,-11282.25806,-16044.48,-12632.544,0,0,0.11,-1.09
+16/08/2012,0,0,0,0,0,0,0,0,0,0,-14.01,-6.21,-3.21,-8.7,-4.67,24.35,20.4,23.9,25.5,-11282.25806,-16044.48,-12632.544,0,0,0.11,-1.09
+17/08/2012,0,0,0,0,0,0,0,0,0,0,-14.02,-6.22,-3.21,-8.73,-4.68,27.3,23.2,26.6,27.45,-11282.25806,-16044.48,-12632.544,0,0,0.11,-1.09
+18/08/2012,0,0,0,0,0,0,0,0,0,0,-14.04,-6.23,-3.25,-8.81,-4.67,29.25,25.4,29.15,29.3,-11282.25806,-16044.48,-12632.544,0,0,0.11,-1.09
+19/08/2012,0,0,0,0,0,0,0,0,0,0,-14.06,-6.23,-3.25,-8.82,-4.66,29.45,26.3,29.85,29.75,-10718.14516,-15242.256,-12000.9168,0,0,0.1,-1.09
+20/08/2012,0,0,0,0,0,0,0,0,0,0,-14.05,-6.24,-3.25,-8.8,-4.69,28.8,26.6,29.2,29.8,-11282.25806,-16044.48,-12632.544,0,0,0.11,-1.1
+21/08/2012,0,0,0,0,0,0,0,0,0,0,-14.04,-6.27,-3.28,-8.88,-4.74,28,25.6,26.75,28.25,-11282.25806,-16044.48,-12632.544,0,0,0.11,-1.09
+22/08/2012,0,0,0,0,0,0,0,0,0,0,-14.04,-6.28,-3.29,-8.9,-4.76,27.85,24.7,27,28.1,-11282.25806,-16044.48,-12632.544,0,0,0.11,-1.1
+23/08/2012,0,0,0,0,0,0,0,0,0,0,-14.03,-6.28,-3.3,-8.88,-4.76,27.6,24.8,26.9,27.85,-11282.25806,-16044.48,-12632.544,0,0,0.11,-1.1
+24/08/2012,0,0,0,0,0,0,0,0,0,0,-14.02,-6.29,,-8.91,-4.77,27.2,23.25,26.55,27.3,-11282.25806,-16044.48,-12632.544,0,0,0.11,-1.1
+25/08/2012,0,0,7.6,0,0,0,0,0,1.2,0,-14.02,-6.29,,-8.94,-4.77,26.8,22.15,25.5,26.65,-11282.25806,-16044.48,-12632.544,0,0,0.11,-1.09
+26/08/2012,68,55.8,52.8,22.6,44.6,59.2,48,11.8,32.2,53.2,-14.02,-6.26,-3.05,-8.86,-4.74,23.35,17.05,22.35,23.45,-10718.14516,-15242.256,-12000.9168,0,0,0.2,-1.06
+27/08/2012,0,0.2,0,11.8,0.2,0,0.6,0.2,0,0,-14.07,-6.18,-3.02,-8.87,-4.74,23.95,19.4,23.7,24.15,-11282.25806,-16044.48,-12632.544,0,0,0.13,-1.1
+28/08/2012,0,0,0,0,0,0,0,0,0,0,-14.08,-6.16,-3.04,-8.86,-4.76,23.3,20.55,23.55,24.05,-11282.25806,-16044.48,-12632.544,0,0,0.11,-1.1
+29/08/2012,0,0,0,0,0,0,0,0,0,0,-14.08,-6.18,-3.08,-9.28,-4.78,23.5,20.75,23.35,23.8,-11282.25806,-16044.48,-12632.544,0,0,0.11,-1.1
+30/08/2012,0,0,0,0,0,0,0,0,0,0,-14.06,-6.2,-3.09,-9.57,-4.79,24.8,20.4,24,25.3,-11282.25806,-16044.48,-12632.544,0,0,0.12,-1.1
+31/08/2012,15.4,24.8,12,39.4,0,0,7.8,0.2,12.6,21.4,-14.02,-6.18,-2.87,-9.49,-4.79,21.85,15.8,20.95,22.3,-11282.25806,-16044.48,-12632.544,0,0,0.11,-1.1
+01/09/2012,0.2,0,2.2,0,0,0,0.4,1.8,0.8,0,-14.04,-6.14,-2.89,-9.53,-4.79,18.1,13.65,18.1,18.95,-10600.66667,-15508.8,-13236.48,0,0,0.11,-1.1
+02/09/2012,0.2,0.4,0.6,0.4,0,0.2,0.4,6.8,0.6,0.6,-14.08,-6.13,-2.92,-9.53,-4.8,18.25,13.7,18.7,18.95,-10070.63333,-14733.36,-12574.656,0,0,0.11,-1.09
+03/09/2012,19.2,37,44.6,39.2,24.2,21.8,24.2,32.8,20.2,26.6,-14.04,-6.1,-2.68,-9.43,-4.79,21.05,16.05,20.9,21.9,-10600.66667,-15508.8,-13236.48,0,0,0.14,-1.08
+04/09/2012,0.2,4.8,0,21.8,1.8,4.8,0.4,6.4,0,11,-14.03,-6.07,-2.69,-9.37,-4.79,19.85,15.9,20.8,20.95,-10600.66667,-15508.8,-13236.48,0,0,0.13,-1.08
+05/09/2012,1.4,0,0.4,0.4,0.2,0,1,22.8,2.2,0.2,-14.03,-6.07,-2.75,-9.36,-4.8,21.95,17.4,22.1,22.5,-10600.66667,-15508.8,-13236.48,0,0,0.12,-1.09
+06/09/2012,0.8,0,0,0,0,0,0.8,4.2,0,1.6,-14.07,-6.07,-2.85,-9.24,-4.8,22.8,19.5,23.25,23.7,-10600.66667,-15508.8,-13236.48,0,0,0.12,-1.09
+07/09/2012,0,0,0,0,0,0,0,0,0,0,-14.09,-6.06,-2.87,-9.29,-4.81,23.45,19.75,23.85,23.8,-10600.66667,-15508.8,-13236.48,0,0,0.12,-1.1
+08/09/2012,0,0,0,0,0,0,0,0,0,0,-14.07,-6.07,-2.89,-9.34,-4.81,24,20.85,24.4,24.5,-10600.66667,-15508.8,-13236.48,0,0,0.12,-1.11
+09/09/2012,0,0,0,0,0,0,0,0,0,0,-14.06,-6.06,-2.91,-9.3,-4.82,21.7,20.4,22.65,22.6,-10070.63333,-14733.36,-12574.656,0,0,0.12,-1.11
+10/09/2012,0,0,0,0,0,0,0,0,5.6,0,-14.07,-6.07,-2.89,-9.3,-4.83,21.75,18.35,21.7,22.55,-10600.66667,-15508.8,-13236.48,0,0,0.12,-1.09
+11/09/2012,0,0,0,0,0,0,0,4.8,0,0.2,-14.06,-6.09,-2.83,-9.28,-4.84,21.7,17.5,21.55,22.55,-10600.66667,-15508.8,-13236.48,0,0,0.12,-1.1
+12/09/2012,0,0,0.2,0,0,0,0,0,29.8,0,-14,-6.09,-2.87,-9.26,-4.84,20.8,15.7,20.65,21.35,-10600.66667,-15508.8,-13236.48,0,0,0.12,-1.1
+13/09/2012,41.6,0.6,1.4,0.2,10.6,2,31.8,25,2,24.6,-13.96,-6.09,-2.85,-9.21,-4.83,18.85,12.95,17.8,19.55,-10600.66667,-15508.8,-13236.48,0,0,0.13,-1.1
+14/09/2012,0,0,0,0,0,0,0,0,0,0,-13.99,-6.08,-2.89,-9.21,-4.84,20.2,14,18.6,19.9,-10600.66667,-15508.8,-13236.48,0,0,0.12,-1.11
+15/09/2012,0,0,0,0,0,0,0,0,0,0,-14.04,-6.08,-2.96,-9.25,-4.85,18.9,16.75,20,20.55,-10600.66667,-15508.8,-13236.48,0,0,0.1,-1.11
+16/09/2012,0,0,0,0,0,0,0,0,0,0,-14.07,-6.07,-2.96,-9.28,-4.86,19.85,16.25,20.05,20,-10070.63333,-14733.36,-12574.656,0,0,0.1,-1.11
+17/09/2012,0,0,0,0,0,0,0,0,0,0,-14.07,-6.08,-2.91,-9.34,-4.86,19.3,15.9,19.55,19.7,-10600.66667,-15508.8,-13236.48,0,0,0.1,-1.11
+18/09/2012,0,0,0,0,0,0,0,0,0,0,-14.07,-6.09,,-9.39,-4.87,20.05,15.85,20.65,21.35,-10600.66667,-15508.8,-13236.48,0,0,0.11,-1.11
+19/09/2012,0,0,7.2,0.6,0,0,0,0,5,0,-14.06,-6.09,,-9.33,-4.87,18.4,14.35,18.2,18.55,-10600.66667,-15508.8,-13236.48,0,0,0.12,-1.09
+20/09/2012,3.8,6.4,0.2,2.4,2.8,7.2,4,1.2,0,3.6,-14.11,-6.09,,-9.32,-4.88,16.95,13.55,17.95,19.25,-10600.66667,-15508.8,-13236.48,0,0,0.11,-1.1
+21/09/2012,0,0,0,0,0,0,0,0,0,0,-14.12,-6.11,,-9.38,-4.88,16.1,14.15,17.55,17.4,-10600.66667,-15508.8,-13236.48,0,0,0.1,-1.12
+22/09/2012,0,0,0,0,0,0,0,0,0,0,-14.09,-6.12,,-9.34,-4.89,17.85,14.65,18.9,18.85,-10600.66667,-15508.8,-13236.48,0,0,0.1,-1.1
+23/09/2012,0,0,0.2,0,0,0,0,0,0,0.4,-14.08,-6.1,,-9.35,-4.89,22.5,17.9,22.75,23.3,-10070.63333,-14733.36,-12574.656,0,0,0.11,-1.09
+24/09/2012,0,0,0.2,0,0,0,0,1.6,6.8,0,-14.02,-6.09,,-9.32,-4.89,24.05,16.3,22.75,24.1,-10600.66667,-15508.8,-13236.48,0,0,0.12,-1.09
+25/09/2012,1.8,0,0.4,0,0,0,3.2,2.2,1.6,0.6,-14.04,-6.09,,-9.3,-4.89,22.55,16.3,22.3,23.65,-10600.66667,-15508.8,-13236.48,0,0,0.11,-1.1
+26/09/2012,15.6,0.8,0.8,0,0,0,2.6,2.8,6.2,5.4,-14.04,-6.1,,-9.3,-4.9,22.4,17.55,22.35,23.15,-10600.66667,-15508.8,-13236.48,0,0,0.13,-1.09
+27/09/2012,11.8,11,17.8,3.2,9.4,16.4,11.2,12.4,7.2,3.2,-14.08,-6.1,,-9.29,-4.87,19.8,13.15,18.35,19.9,-10600.66667,-15508.8,-13236.48,0,0,0.14,-1.09
+28/09/2012,0.4,7.8,0.2,10.2,2.4,3.6,1.2,0,0,1.8,-14.09,-6.1,,-9.27,-4.9,21.15,17,20.9,20.4,-10600.66667,-15508.8,-13236.48,0,0,0.11,-1.1
+29/09/2012,0.6,0.2,2.8,0,0.4,0.2,0.8,0.2,6.2,0.6,-14.07,-6.11,,-9.28,-4.9,22.05,17.55,21.7,22.15,-10600.66667,-15508.8,-13236.48,0,0,0.12,-1.09
+30/09/2012,36.2,0.6,36.2,6,1.8,1,5.6,0.8,15.8,13.4,-14.08,-6.1,,-9.28,-4.9,21.45,15.6,21.3,21.55,-10070.63333,-14733.36,-12574.656,0,0,0.14,-1.07
+01/10/2012,26.2,63.8,24.8,31.2,19.2,22.8,25.8,24.4,5.6,62,-14.08,-6.04,,-9.19,-4.88,18.5,13.2,17.95,18.25,-9840.96,-15265.152,-12821.76,0,0,0.17,-1.07
+02/10/2012,7.2,7.8,0.8,5.8,4.8,4.4,6.6,1.2,0,8.4,-14.08,-6.01,,-9.12,-4.89,18.95,13.6,17.75,18.9,-9840.96,-15265.152,-12821.76,0,0,0.14,-1.09
+03/10/2012,0,0.4,0.8,0,0,0,0,0,0,0,-14.09,-5.99,-2.82,-9.12,-4.9,16.7,12.35,17.45,17.1,-9840.96,-15265.152,-12821.76,0,0,0.13,-1.07
+04/10/2012,0,1,0,0.2,0,0.2,0,0,0.2,0.4,-14.08,-6.01,-2.75,-9.08,-4.89,18.5,13.4,18.6,18.55,-9840.96,-15265.152,-12821.76,0,0,0.12,-1.05
+05/10/2012,0,0,0.2,0,0,0,0,0,0,0,-14.09,-6.03,-2.78,-9.07,-4.88,19.35,15.45,19.3,19.95,-9840.96,-15265.152,-12821.76,0,0,0.12,-1.05
+06/10/2012,0,0,0,0,0,0,0,0,0,0,-14.08,-6.05,-2.82,-9.09,-4.88,18,14.65,18.7,18.4,-9840.96,-15265.152,-12821.76,0,0,0.13,-1.06
+07/10/2012,0,0,0.8,0,0,0,0,0,0,0,-14.04,-6.03,-2.79,-9.07,-4.88,19.65,14.4,20.05,20,-9348.912,-14501.8944,-12180.672,0,0,0.13,-1.04
+08/10/2012,0,0,0.2,0,0,0,0,0,0,0,-14.02,-6.03,-2.85,-9.04,-4.87,21.15,16.05,20.8,20.8,-9840.96,-15265.152,-12821.76,0,0,0.12,-1.05
+09/10/2012,0,100.4,134,66.8,0.2,3.6,0,0,0,0.4,-13.96,-6.02,-2.53,-8.96,-4.84,18.8,14.65,18.9,18.75,-9840.96,-15265.152,-12821.76,0,0,0.13,-1.04
+10/10/2012,0,25,0.8,31.4,0,0.2,0,0,0,0,-13.92,-6.01,,-8.81,-4.87,18.9,14.35,19.2,19.35,-9840.96,-15265.152,-12821.76,0,0,0.12,-1.05
+11/10/2012,0,0,5.2,0.2,0,0,0,0,22.2,0,-13.92,-6.01,,-8.71,-4.87,19.5,14.1,19,19.2,-9840.96,-15265.152,-12821.76,0,0,0.14,-1.03
+12/10/2012,22.6,10.2,25,20,24.8,42,32.4,8.4,0.2,34.4,-13.91,-5.99,,-8.61,-4.83,19.1,12.75,18.8,19.5,-9840.96,-15265.152,-12821.76,0,0,0.16,-1.02
+13/10/2012,0.4,0.4,0.4,0.8,3.4,1,0.8,0.2,0,1.4,-13.91,-5.99,,-8.59,-4.84,19.2,14.05,19.35,19,-9840.96,-15265.152,-12821.76,0,0,0.13,-1.04
+14/10/2012,0,0,0.2,0.6,0,1.2,0,0,0,0.2,-13.89,-5.97,,-8.53,-4.85,17.55,12.1,16.85,17.65,-9348.912,-14501.8944,-12180.672,0,0,0.13,-1.04
+15/10/2012,9.8,13.4,20.6,1.6,8,10.8,9,1.4,28.4,16.4,-13.84,-5.94,,-8.4,-4.83,15.6,10.05,14.65,15.2,-9840.96,-15265.152,-12821.76,0,0,0.22,-0.99
+16/10/2012,15.2,27.8,0.6,16.4,37.4,43,33,9.2,0,18.2,-13.91,-5.93,,-8.41,-4.83,14.2,9.1,13.85,14.65,-9840.96,-15265.152,-12821.76,0,0,0.26,-1.03
+17/10/2012,0,0.2,0,0.4,0.4,0.8,0.2,0,0,0.4,-13.98,-5.91,,-8.52,-4.86,17.3,12.65,17.1,16.6,-9840.96,-15265.152,-12821.76,0,0,0.15,-1.04
+18/10/2012,0,0,0.2,0,0,0,0,0,0,0,-13.97,-5.85,,-8.42,-4.88,16,13.3,17.2,16.1,-9840.96,-15265.152,-12821.76,0,0,0.14,-1.05
+19/10/2012,0,0,0,0,0,0,0,0,0,0,-13.96,-5.85,,-8.37,-4.89,16.85,15.15,17.75,16.9,-9840.96,-15265.152,-12821.76,0,0,0.14,-1.05
+20/10/2012,0,0,0,0,0,0,0,0,0,0,-13.94,-5.88,,-8.37,-4.89,18.35,16.7,19.4,18.65,-9840.96,-15265.152,-12821.76,0,0,0.13,-1.05
+21/10/2012,0,0,0,0,0,0,0,0,0,0,-13.91,-5.97,,-8.35,-4.91,19.2,17.35,20.3,19.1,-9348.912,-14501.8944,-12180.672,0,0,0.15,-1.05
+22/10/2012,0,0,0.2,0,0,0,0,0,0,0,-13.9,-5.95,,-8.3,-4.91,19.05,17.55,20,18.85,-9840.96,-15265.152,-12821.76,0,0,0.13,-1.05
+23/10/2012,0,0,0,0,0,0,0,0,0,0,-13.9,-5.94,-2.58,-8.26,-4.92,18.15,16.3,19.35,18.1,-9840.96,-15265.152,-12821.76,0,0,0.12,-1.06
+24/10/2012,0.2,0.2,0,0.2,0,0,0,0,0,0.2,-13.88,-5.95,-2.53,-8.25,-4.92,16.1,14.8,17.5,15.55,-9840.96,-15265.152,-12821.76,0,0,0.12,-1.06
+25/10/2012,0,0,0,0,0,0,0,0,0,0,-13.87,-5.9,-2.54,-8.25,-4.92,16.5,14.45,17.25,16.7,-9840.96,-15265.152,-12821.76,0,0,0.12,-1.05
+26/10/2012,2.8,0.6,16.2,1.4,0.8,1.8,0,0,32.4,2,-13.8,-5.94,-2.52,-8.19,-4.92,15.25,12.45,15.1,14.95,-9840.96,-15265.152,-12821.76,0,0,0.17,-1.01
+27/10/2012,114.4,50.8,72.2,54,66,59.2,67,26.2,50,103.4,-13.66,-5.91,-1.98,-8.09,-4.57,16.55,9.65,16.05,16.15,-9840.96,-15265.152,-12821.76,0,0,0.71,0.36
+28/10/2012,37.2,15.4,30,19.6,19.8,24.8,23.2,4.2,9,45.4,-13.72,-5.8,-1.66,-7.85,-4.25,10.45,3.4,9.8,10.35,-9348.912,-14501.8944,-12180.672,0,0,0.59,-0.18
+29/10/2012,17.6,23.4,0,14.4,14.4,16.6,13.4,26.6,0,22,-13.8,-5.72,-1.66,-7.66,-4.41,8.5,3.95,9.05,9.05,-9840.96,-15265.152,-12821.76,0,0,0.4,-0.71
+30/10/2012,0,0.2,0,0,0,0,0,0.2,1.4,0,-13.83,-5.7,-1.78,-7.58,-4.5,6.6,5.4,7.6,7.25,-9840.96,-15265.152,-12821.76,0,0,0.33,-0.8
+31/10/2012,1.8,0.4,31,0.4,1.2,1.6,1.8,0,26.8,2.6,-13.74,-5.69,-1.76,-7.45,-4.54,9.55,6.2,11.05,9.7,-9840.96,-15265.152,-12821.76,0,0,0.34,-0.8
+01/11/2012,51.2,33.4,24.4,27.6,42.8,34.6,39.4,40.4,12.4,57.8,-13.71,-5.66,-1.35,-7.3,-4.35,14.5,8.35,13.55,13.8,-9093.333333,-15384.384,-13558.752,0,0,0.61,-0.04
+02/11/2012,0.6,9.6,0,2.8,1,1,0.8,0,0,0.8,-13.81,-5.62,-1.09,-7.14,-4.3,13.5,9.4,13.85,13.75,-9093.333333,-15384.384,-13558.752,0,0,0.48,-0.55
+03/11/2012,0,0,0.2,0,0,0,0,0,1.2,0,-13.84,-5.61,-1.33,-7.1,-4.46,12.55,9.95,13.05,12.85,-9093.333333,-15384.384,-13558.752,0,0,0.41,-0.94
+04/11/2012,37.2,21.2,30.4,27.6,27,26.4,30.6,0.8,51.4,59,-13.78,-5.59,-1.22,-7.02,-4.42,15.75,12.3,15.85,16.05,-8638.666667,-14615.1648,-12880.8144,0,0,0.52,-0.34
+05/11/2012,103.6,11.8,8.4,14.2,49.8,29.4,62.6,93.6,36,96.2,-13.75,-5.48,-1.11,-6.85,-3.25,17.65,11.4,17.3,17.25,-9093.333333,-15384.384,-13558.752,0,0,1.35,2.26
+06/11/2012,0,0,0.8,0,0.4,1.8,0,3.8,4.4,1.2,-13.82,-5.35,-1.17,-6.82,-3.3,13.2,6.35,12,12.45,-9093.333333,-15384.384,-13558.752,0,0,0.71,0.39
+07/11/2012,10.2,16.4,2.4,4.4,28,11.6,8.6,0.4,0.2,31,-13.89,-5.3,-1.1,-6.81,-3.54,11.4,7,12.15,10.95,-9093.333333,-15384.384,-13558.752,0,0,0.57,-0.03
+08/11/2012,0,0,0,0,0,0,0,0,0,0.2,-13.89,-5.27,-1.25,-6.8,-3.71,9.8,8.7,11.2,9.9,-9093.333333,-15384.384,-13558.752,0,0,0.51,-0.26
+09/11/2012,0.2,0,0,0,0,0,0,0,0.4,0,-13.84,-5.27,-1.35,-6.79,-3.82,10.5,8.1,10.75,10.3,-9093.333333,-15384.384,-13558.752,0,0,0.5,-0.36
+10/11/2012,1,0.2,4.4,0,0.2,0.2,0.6,0,16.6,0.8,-13.79,-5.27,-1.44,-6.78,-3.93,12.65,9.7,13.25,12.85,-9093.333333,-15384.384,-13558.752,0,0,0.47,-0.52
+11/11/2012,112.8,114.6,106,52.2,118,98.4,110.6,32,123,124,-13.74,-4.25,-0.99,-6.65,-2.81,15.95,11.3,15.3,15.2,-8638.666667,-14615.1648,-12880.8144,0,0,1.58,2.69
+12/11/2012,12.2,14.6,2.2,18.4,21.6,23.6,21.2,11.8,1,12.2,-13.78,-4.64,-0.53,-6.33,-2.14,14.6,10.25,15.15,15.05,-9093.333333,-15384.384,-13558.752,0,0,1.02,1.41
+13/11/2012,1.8,0.6,1,2.6,1.2,1,2.2,2.2,0.2,5.4,-13.79,-4.71,-0.63,-6.18,-2.54,14.4,10.1,14.2,14.6,-9093.333333,-15384.384,-13558.752,0,0,0.72,0.52
+14/11/2012,0.2,0,0,0,0.4,0.6,0.2,0,0,0,-13.76,-4.69,-0.78,-6.05,-2.78,15.4,9.65,13.35,13.65,-9093.333333,-15384.384,-13558.752,0,0,0.63,0.22
+15/11/2012,0.2,0,0,0,0,0,0,0,0,0,-13.72,-4.72,-1.12,-5.96,-2.99,9,6.8,10.5,9.9,-9093.333333,-15384.384,-13558.752,0,0,0.55,-0.04
+16/11/2012,0,0,0,0,0,0,0,0,0,0,-13.7,-4.77,-1.22,-5.88,-3.21,8.6,6.75,10.1,8.5,-9093.333333,-15384.384,-13558.752,0,0,0.48,-0.34
+17/11/2012,0,0,0,0.2,0,0,0,0,0,0,-13.68,-4.83,-1.34,-5.87,-3.38,8.95,7.6,10.35,8.55,-9093.333333,-15384.384,-13558.752,0,0,0.45,-0.51
+18/11/2012,0.2,0,0,0,0,0,0.2,0,0,0,-13.65,-4.87,-1.39,-5.83,-3.51,9.4,7.45,10.1,9.45,-8638.666667,-14615.1648,-12880.8144,0,0,0.43,-0.63
+19/11/2012,0,0,1,0,0,0,0,0,1,0.2,-13.65,-4.91,-1.4,-5.75,-3.63,11.35,8,11.35,11.35,-9093.333333,-15384.384,-13558.752,0,0,0.38,-0.75
+20/11/2012,0.4,0,0,0.4,1,0.2,0.6,7.2,0,0.8,-13.68,-4.95,-1.45,-5.74,-3.72,13.8,10.35,13.7,13,-9093.333333,-15384.384,-13558.752,0,0,0.37,-0.86
+21/11/2012,0,0,0,0,0,0,0,0,0,0,-13.7,-4.99,-1.49,-5.76,-3.79,10.7,8.5,11.9,10.55,-9093.333333,-15384.384,-13558.752,0,0,0.35,-0.89
+22/11/2012,0,0,0,0,0,0,0,0,0.2,0,-13.73,-5.04,-1.55,-5.83,-3.85,9,8.7,10.15,9.35,-9093.333333,-15384.384,-13558.752,0,0,0.33,-0.91
+23/11/2012,5.2,5.2,4.8,3.6,1.6,3.4,3,1,2,4.4,-13.74,-5.09,-1.57,-5.86,-3.87,11.45,8.7,12.3,11.6,-9093.333333,-15384.384,-13558.752,0,0,0.29,-0.93
+24/11/2012,0,0,0.2,0,0.2,0,0,0,0,0,-13.74,-5.15,-1.63,-5.95,-3.91,11.35,8.65,12.8,11.65,-9093.333333,-15384.384,-13558.752,0,0,0.25,-1.01
+25/11/2012,1.6,0.2,1.4,0.8,1.4,1.2,3,0,3.6,4.6,-13.72,-5.2,-1.66,-6,-3.92,11.9,8.6,10.9,11.6,-8638.666667,-14615.1648,-12880.8144,0,0,0.29,-0.95
+26/11/2012,1.2,0.4,0,1.2,0.2,0,2.4,0,1,1.2,-13.69,-5.23,-1.65,-5.96,-3.92,13.25,9,12.3,12.85,-9093.333333,-15384.384,-13558.752,0,0,0.32,-0.95
+27/11/2012,2.6,0,20.6,0,0.2,0.4,0.6,0,27.8,1.2,-13.6,-5.25,-1.47,-5.91,-3.91,11.7,9.7,12.95,12.85,-9093.333333,-15384.384,-13558.752,0,0,0.35,-0.92
+28/11/2012,41.4,36.6,32.2,37.6,44.6,34.6,44.8,14.2,42.6,48.2,-13.48,-5.23,-1.08,-5.74,-3.62,12.1,8.3,13.45,12.25,-9093.333333,-15384.384,-13558.752,0,0,0.75,0.61
+29/11/2012,46.4,11.8,2,15.8,20.8,14.4,21.4,8,1.8,45.2,-13.47,-5.13,-1.04,-5.59,-3.08,9.15,4.8,9.85,9.5,-9093.333333,-15384.384,-13558.752,0,0,0.9,1.24
+30/11/2012,0,0,10.4,0.2,0.2,0.4,0,4.8,6.2,0,-13.53,-5.06,-0.99,-5.56,-3.06,7.35,3.05,8.35,8.1,-9093.333333,-15384.384,-13558.752,0,0,0.65,0.47
+01/12/2012,17.4,12.8,28.4,12,16.4,14.4,13.8,8.8,14.8,21.8,-13.61,-5.04,-0.77,-5.6,-3.18,7.35,2.7,7.9,7.55,-8752.32,-15762.816,-14103.936,0,0,0.62,0.14
+02/12/2012,14,18.8,0.2,12,14.8,14.2,15,5.2,0.2,15.4,-13.6,-4.99,-0.67,-5.52,-3.2,8.7,2.45,8.05,7.85,-8314.704,-14974.6752,-13398.7392,0,0,0.6,0.1
+03/12/2012,0,1.2,0.6,0.2,0,0,0,2.6,0,0.2,-13.66,-4.96,-0.98,-5.49,-3.3,5.4,1.65,5.4,5.35,-8752.32,-15762.816,-14103.936,0,0,0.52,-0.17
+04/12/2012,4,16.4,31,9.8,2.6,5.2,2.8,0,14,6.4,-13.57,-4.31,-0.95,-5.35,-3.4,8.5,5,8.15,8.1,-8752.32,-15762.816,-14103.936,0,0,0.54,-0.32
+05/12/2012,13.4,74.4,0,35,14.4,30.6,10.6,0.4,0,24.2,-13.55,-4.63,-0.57,-5.18,-3.4,4.4,4.3,5.85,4.75,-8752.32,-15762.816,-14103.936,0,0,0.51,-0.25
+06/12/2012,0,0,0,0.2,0.2,0.2,0,0,0,0,-13.6,-4.66,-0.69,-5.22,-3.44,2.25,2.6,4.25,2.85,-8752.32,-15762.816,-14103.936,0,0,0.5,-0.24
+07/12/2012,0.2,0.2,28.4,0.4,0,0,0.2,0,1.8,0.2,-13.59,-4.65,-0.84,-5.22,-3.49,1.45,1,2.15,1.7,-8752.32,-15762.816,-14103.936,0,0,0.46,-0.52
+08/12/2012,4,24,0,25.2,15,19,11.4,1,7.6,2.2,-13.56,-4.64,-0.78,-5.23,-3.56,2.3,-1.5,2.3,2.35,-8752.32,-15762.816,-14103.936,0,0,0.45,-0.61
+09/12/2012,13.8,0.2,0,0.2,7,5,5.8,6.2,3.4,2.4,-13.64,-4.65,-0.78,-5.27,-3.63,2.95,-0.45,2.95,2.8,-8314.704,-14974.6752,-13398.7392,0,0,0.41,-0.8
+10/12/2012,1.4,0.8,0,0.2,1.6,0.8,3.4,0,1.8,6,-13.57,-4.69,-0.99,-5.19,-3.68,1.5,2.2,3.55,1.95,-8752.32,-15762.816,-14103.936,0,0,0.38,-0.84
+11/12/2012,1.2,0,0,0.4,0.4,0.2,0.4,0.4,0,9.4,-13.6,-4.74,-1.09,-5.19,-3.7,1.8,3.05,2.85,2,-8752.32,-15762.816,-14103.936,0,0,0.37,-0.86
+12/12/2012,0,0.2,0,0.4,0,0,0.2,0,0,5.6,-13.65,-4.77,-1.16,-5.25,-3.75,1.2,1.1,3.95,1.8,-8752.32,-15762.816,-14103.936,0,0,0.37,-0.88
+13/12/2012,0,0.2,1.8,0.2,0,0,0,0,3,0.2,-13.66,-4.8,-1.25,-5.27,-3.77,0.05,-0.3,2,0.25,-8752.32,-15762.816,-14103.936,0,0,0.34,-0.88
+14/12/2012,31,23.8,20.2,12.2,29.4,20.6,31.8,0,44.6,44.6,-13.61,-4.83,-1.01,-5.24,-3.71,6,4.2,5.2,5.75,-8752.32,-15762.816,-14103.936,0,0,0.45,-0.47
+15/12/2012,67.8,40,50.8,34.8,80,70.6,87.2,3.8,57.2,94.6,-13.56,-4.73,-0.63,-5.13,-2.64,11.85,8.4,10.7,10.75,-8752.32,-15762.816,-14103.936,0,0,1.34,2.17
+16/12/2012,23.2,15.4,0,31.4,30,38.6,22.8,6,0,55.6,-13.56,-4.45,-0.86,-5.04,-1.85,11.9,7.45,11.15,11.05,-8314.704,-14974.6752,-13398.7392,0,0,1.03,1.26
+17/12/2012,1.4,12.2,25,9.8,5.4,7,2.4,0,4,2.2,-13.5,-3.87,-0.58,-4.93,-2.01,7.6,5.2,7.2,7.5,-8752.32,-15762.816,-14103.936,0,0,0.78,0.56
+18/12/2012,4,9,0,29.4,0,4.2,1,2.4,0.2,0.8,-13.49,-4.18,-0.76,-4.9,-2.2,5.5,5.6,6,5.9,-8752.32,-15762.816,-14103.936,0,0,0.66,0.23
+19/12/2012,0,0,0,0.4,0,0,0,0,0,0.2,-13.54,-4.23,-0.84,-4.93,-2.38,5.25,4.9,6.5,5.4,-8752.32,-15762.816,-14103.936,0,0,0.58,0.03
+20/12/2012,0.4,0,0,0,0.2,0,0,0,0,0.2,-13.53,-4.29,-0.98,-4.92,-2.55,1.3,3.6,3.3,1.9,-8752.32,-15762.816,-14103.936,0,0,0.54,-0.17
+21/12/2012,5.2,3.6,3.2,2.8,4.8,2.2,4.2,4.2,4.6,3,-13.47,-4.35,-1.08,-4.9,-2.7,4.75,1.65,5.8,4.9,-8752.32,-15762.816,-14103.936,0,0,0.48,-0.47
+22/12/2012,0.4,0,0,0,0.4,0.2,0.6,3,0.2,0,-13.52,-4.43,-1.14,-5,-2.8,3.8,4.8,6.15,4.25,-8752.32,-15762.816,-14103.936,0,0,0.45,-0.6
+23/12/2012,0,0.6,0.4,0.8,0,0,0,0,0,0.4,-13.52,-4.49,-1.21,-5.07,-2.92,3.5,5.45,4.9,4.7,-8314.704,-14974.6752,-13398.7392,0,0,0.42,-0.76
+24/12/2012,0,0.8,0.2,1,0,0,0,0,0,0,-13.53,-4.55,-1.21,-5.06,-3.01,10.2,7.2,10.85,9.8,-8752.32,-15762.816,-14103.936,0,0,0.41,-0.79
+25/12/2012,0,0,0.8,0,0,0,0,0,1.2,0.4,-13.5,-4.6,,-5.07,-3.04,10.9,7.4,10.6,10.6,-8752.32,-15762.816,-14103.936,0,0,0.4,-0.8
+26/12/2012,4.8,0.4,7.2,0.8,2,1.4,2,0,9,6,-13.47,-4.65,,-5,-3.07,10.4,7.85,10,10.9,-8752.32,-15762.816,-14103.936,0,0,0.38,-0.8
+27/12/2012,6.2,1.4,10,7,8.6,7,12.4,3,2.4,14.4,-13.49,-4.71,,-5,-3.11,9.55,6.2,9.45,9.85,-8752.32,-15762.816,-14103.936,0,0,0.4,-0.82
+28/12/2012,1.6,2.8,0.8,2.2,4.8,5,2.4,0,0.2,3.8,-13.51,-4.76,,-5.05,-3.16,9.6,8.3,12.05,9.25,-8752.32,-15762.816,-14103.936,0,0,0.39,-0.84
+29/12/2012,0,0,0,0,0,0,0,0,0,0,-13.55,-4.81,,-5.17,-3.21,7.35,6.6,9.05,7.1,-8752.32,-15762.816,-14103.936,0,0,0.36,-0.84
+30/12/2012,0,0,0,0,0,0,0,0,0,0,-13.54,-4.85,,-5.17,-3.23,4.55,5.55,6.4,5,-8314.704,-14974.6752,-13398.7392,0,0,0.34,-0.87
+31/12/2012,0,0.2,0,0.2,0,0,0.2,0,0,0,-13.54,-4.91,,-5.14,-3.26,5,6.85,7.5,5.25,-8752.32,-15762.816,-14103.936,0,0,0.33,-0.87
+01/01/2013,0.2,0.2,0,0.4,0,0,0.2,0,0.2,0.2,-13.5,-4.93,,-5.12,-3.26,1.75,3.55,4.5,2.8,-8901.912096,-15926.112,-13716,0,0,0.34,-0.87
+02/01/2013,22.6,21.6,13.4,20.2,20.2,19.2,23.8,25,32.8,32.8,-13.49,-4.94,,-5.02,-3.24,6.55,3.55,7.45,6.35,-8901.912096,-15926.112,-13716,0,0,0.43,-0.69
+03/01/2013,19.6,9.8,17.4,0,14.2,11.8,16.4,1.6,0,26.8,-13.58,-4.95,,-5.09,-3.27,7.95,5.9,9.4,6.85,-8901.912096,-15926.112,-13716,0,0,0.43,-0.69
+04/01/2013,0.2,0.2,0,0.4,0,0,0.2,0,0,0.2,-13.55,-4.96,-1.2,-5.11,-3.38,5.3,5.3,6.55,4.9,-8901.912096,-15926.112,-13716,0,0,0.38,-0.84
+05/01/2013,0,0,0.2,0,0,0,0,0,0,0,-13.49,-4.98,-1.24,-5.13,-3.42,7.8,9.1,8.3,8.15,-8901.912096,-15926.112,-13716,0,0,0.37,-0.85
+06/01/2013,0,0,0,0,0,0,0,0,0,0,-13.48,-4.99,-1.33,-5.15,-3.44,7.75,9.1,7.1,7.85,-8456.816491,-15129.8064,-13030.2,0,0,0.36,-0.86
+07/01/2013,0,0,0,0,0,0,0,1.4,0.2,0,-13.47,-5,-1.32,-5.17,-3.46,3.85,8.25,5.1,5.6,-8901.912096,-15926.112,-13716,0,0,0.35,-0.87
+08/01/2013,0,0.2,0,0.2,0,0,0.2,0,0,0,-13.49,-5.02,-1.37,-5.23,-3.48,4.95,7.05,3.7,4.35,-8901.912096,-15926.112,-13716,0,0,0.34,-0.89
+09/01/2013,0.2,0,0,0,0,0,0,0,0,0,-13.46,-5.03,-1.42,-5.22,-3.49,9.05,5.25,8.75,8.5,-8901.912096,-15926.112,-13716,0,0,0.36,-0.89
+10/01/2013,0.6,0,0.2,0.2,0.8,0.2,1,0,1.2,1.4,-13.39,-5.04,-1.44,-5.19,-3.5,7.95,4.8,8.15,8.95,-8901.912096,-15926.112,-13716,0,0,0.35,-0.9
+11/01/2013,2.6,0.6,1.6,3.8,2.2,1,2.8,0,7,3.4,-13.37,-5.05,-1.46,-5.18,-3.52,5.95,4,7.6,6.9,-8901.912096,-15926.112,-13716,0,0,0.34,-0.92
+12/01/2013,7.2,2.2,3.4,4.6,6.6,6.6,8,0,1.2,8.6,-13.42,-5.09,-1.49,-5.25,-3.55,4.9,4,6.05,5.55,-8901.912096,-15926.112,-13716,0,0,0.32,-0.96
+13/01/2013,8.6,6.8,12.2,29,3.2,2.8,5,0.2,30.6,8,-13.37,-5.09,-1.37,-5.26,-3.56,6.7,2.45,6.45,6.8,-8456.816491,-15129.8064,-13030.2,0,0,0.34,-0.92
+14/01/2013,47.4,39.6,34.8,21.2,40.6,37.8,51.4,19.4,23.8,44.2,-13.34,-5.04,-0.69,-5.11,-3.41,6.1,1.15,5.35,6.15,-8901.912096,-15926.112,-13716,0,0,0.54,-0.28
+15/01/2013,14.2,29.6,1,14.8,32.8,32.4,34,5.6,17.6,20.2,-13.32,-4.92,-0.57,-4.98,-3.23,3.9,0.5,3.45,3.9,-8901.912096,-15926.112,-13716,0,0,0.59,-0.16
+16/01/2013,25.6,15.6,0.4,14.2,28.2,22.6,24.4,3.2,15.6,19.2,-13.23,-4.78,-0.61,-4.86,-3.05,3.3,-1,4.05,4.75,-8901.912096,-15926.112,-13716,0,0,0.57,-0.19
+17/01/2013,7.8,2,0.8,0.2,1.4,1.4,2,6.2,7.2,14,-13.24,-4.69,-0.81,-4.85,-3.04,2.5,-2.15,3.25,3.15,-8901.912096,-15926.112,-13716,0,0,0.5,-0.4
+18/01/2013,0.2,0,0.4,0.2,0,0,0.2,42,1.8,5,-13.27,-4.66,-0.9,-4.92,-3.13,3.6,1.1,3.95,4.2,-8901.912096,-15926.112,-13716,0,0,0.45,-0.65
+19/01/2013,0,0.2,8.6,20,0,0,0,1.2,26.4,0.4,-13.27,-4.69,-0.96,-4.99,-3.23,2.15,2.2,2.7,2.1,-8901.912096,-15926.112,-13716,0,0,0.44,-0.76
+20/01/2013,66,36,64,23.8,48.4,44,55.6,5.4,44.8,71.2,-13.22,-4.64,-0.59,-4.9,-2.75,9.55,6.65,8.3,8.3,-8456.816491,-15129.8064,-13030.2,0,0,1.02,1.31
+21/01/2013,46,26.8,19.8,10.6,31.2,29.2,29.4,0.8,6.4,41.6,-13.22,-4.43,-0.55,-4.84,-1.97,9.15,3.8,8.65,8.75,-8901.912096,-15926.112,-13716,0,0,1.19,1.66
+22/01/2013,16,11.6,4.8,15.8,12.8,12.2,12.2,0.2,8.4,16.8,-13.25,-4.28,,-4.8,-1.99,7,1.8,7.75,6.95,-8901.912096,-15926.112,-13716,0,0,0.87,0.86
+23/01/2013,2.2,2.2,16.2,1.8,1.2,0.4,1,0.8,4.8,1.6,-13.26,-4.24,,-4.83,-2.12,4.8,1.8,5.8,5.2,-8901.912096,-15926.112,-13716,0,0,0.75,0.5
+24/01/2013,5.2,2,2.2,0,4.4,4,4,2.6,0,6.4,-13.21,-4.27,,-4.85,-2.24,6.2,2.6,7.2,6.9,-8901.912096,-15926.112,-13716,0,0,0.67,0.28
+25/01/2013,0,0.2,0.2,0,0,0,0.2,10.4,0,0,-13.25,-4.34,,-4.92,-2.38,5.65,1.45,5.95,6.4,-8901.912096,-15926.112,-13716,0,0,0.63,0.15
+26/01/2013,0,0,0,0,0,0,0,1.8,0,0,-13.29,-4.42,,-5,-2.53,3.8,0.55,4.65,3.65,-8901.912096,-15926.112,-13716,0,0,0.54,-0.1
+27/01/2013,0,0,0,0.2,0,0,0,0,0,0,-13.32,-4.47,,-5.07,-2.7,2.3,2.15,4.45,2.95,-8456.816491,-15129.8064,-13030.2,0,0,0.49,-0.36
+28/01/2013,5,6,5.2,7.8,4.6,5.4,5,0,8.2,6.2,-13.31,-4.51,,-5.02,-2.79,4.4,0.9,4.45,4.55,-8901.912096,-15926.112,-13716,0,0,0.51,-0.3
+29/01/2013,2.2,2.2,4.6,0.2,1.8,2.2,2.2,2.6,0,2,-13.37,-4.56,,-5.05,-2.91,5.25,2.95,6.6,5.6,-8901.912096,-15926.112,-13716,0,0,0.46,-0.5
+30/01/2013,0.2,0.2,1.2,0,0,0,0,0,0,0.2,-13.35,-4.61,,-5.13,-3.02,9.4,5.25,9.1,8.9,-8901.912096,-15926.112,-13716,0,0,0.43,-0.72
+31/01/2013,0,0.2,0.8,0,0,0.2,0,0.2,0,0,-13.34,-4.66,,-5.26,-3.11,10.75,8.8,10.25,10.95,-8901.912096,-15926.112,-13716,0,0,0.43,-0.77
+01/02/2013,0,0,0.2,0,0.2,0,0,0,2.4,0,-13.27,-4.7,,-5.26,-3.14,12.3,7.55,11.95,11.95,-9005.771357,-15506.208,-13304.736,0,0,0.43,-0.7
+02/02/2013,31.8,0.4,0.4,21.4,5.2,5,13.2,1.2,48.4,22.6,-13.11,-4.72,,-5.19,-2.96,9.6,3.8,9.75,9.65,-9005.771357,-15506.208,-13304.736,0,0,0.69,0.3
+03/02/2013,22.6,30,29.4,0,38.8,35.4,39.6,53,0,34.2,-13.24,-4.7,,-5.2,-2.61,5.2,2.15,7.2,6.65,-8555.482789,-14730.8976,-12639.4992,0,0,0.73,0.43
+04/02/2013,0,0,4.2,0,0,0,0,2.6,0,0,-13.31,-4.68,,-5.22,-2.69,5.3,3.4,6.95,6.1,-9005.771357,-15506.208,-13304.736,0,0,0.59,0.01
+05/02/2013,0,0,0,1.4,0,0,0,0,0.2,0,-13.25,-4.7,,-5.2,-2.79,6.45,4.05,7.6,6.6,-9005.771357,-15506.208,-13304.736,0,0,0.55,-0.14
+06/02/2013,4,0.8,3.2,0.4,1,0.4,1.6,4.2,2,1.6,-13.15,-4.72,,-5.13,-2.85,8.65,2.65,8.05,8.8,-9005.771357,-15506.208,-13304.736,0,0,0.5,-0.28
+07/02/2013,0.2,0,0,0,0,0,0,0.2,0,0,-13.18,-4.75,,-5.16,-2.94,5.5,0.5,6.2,5.75,-9005.771357,-15506.208,-13304.736,0,0,0.48,-0.4
+08/02/2013,0,0,2.6,0,0,0,0,0.6,0,0.2,-13.23,-4.78,,-5.23,-3,4.8,1.35,6.15,4.8,-9005.771357,-15506.208,-13304.736,0,0,0.47,-0.45
+09/02/2013,0,0,0,0,0,0,0,0,0,0,-13.26,-4.82,,-5.32,-3.07,3.3,-0.75,3.7,3.2,-9005.771357,-15506.208,-13304.736,0,0,0.45,-0.58
+10/02/2013,0,0,0,0,0,0,0,0,0,0,-13.27,-4.85,,-5.35,-3.17,1.65,-1.35,2.7,2.2,-8555.482789,-14730.8976,-12639.4992,0,0,0.38,-0.83
+11/02/2013,0,0,1.6,54.6,0,0,0,0,1.2,0,-13.17,-4.85,,-5.26,-3.23,1.3,-0.9,1.4,1.3,-9005.771357,-15506.208,-13304.736,0,0,0.43,-0.76
+12/02/2013,2.4,39.2,18.2,5.4,33.2,51.8,6.8,2.6,13,46.2,-13.16,-4.81,,-5.12,-3.24,2.6,0.05,3.75,2.85,-9005.771357,-15506.208,-13304.736,0,0,0.44,-0.87
+13/02/2013,24.4,21,2.6,0.2,21,2.4,19.8,0,16.2,7,-13.2,-4.78,-0.96,-5.13,-3.29,4.7,1.5,5.85,5.6,-9005.771357,-15506.208,-13304.736,0,0,0.39,-0.92
+14/02/2013,18,0,10.6,0,0.4,0,23.2,18.8,0,0,-13.25,-4.77,-1.09,-5.16,-3.34,6.25,2.4,5.75,5.45,-9005.771357,-15506.208,-13304.736,0,0,0.37,-0.95
+15/02/2013,0,0,18.8,0,0,0,0,0,0,0,-13.23,-4.8,-1.18,-5.19,-3.38,6.15,4.15,7.05,6.2,-9005.771357,-15506.208,-13304.736,0,0,0.37,-0.95
+16/02/2013,0,0.2,13.8,0,0,0,0,0,0,0.2,-13.26,-4.85,-1.28,-5.24,-3.4,6,3.75,7.55,6.7,-9005.771357,-15506.208,-13304.736,0,0,0.36,-0.96
+17/02/2013,0,0,0.2,0,0,0,0,0,0,0,-13.24,-4.87,-1.37,-5.28,,5.85,2.75,6.8,6,-8555.482789,-14730.8976,-12639.4992,0,0,0.37,-0.97
+18/02/2013,0,0,0,0,0,0,0.2,2.6,0,0.4,-13.24,-4.89,-1.4,-5.24,,4.9,2.05,5.8,5.75,-9005.771357,-15506.208,-13304.736,0,0,0.35,-0.97
+19/02/2013,0,0,0,0,0,0,0,0,0,0,-13.22,-4.91,-1.44,-5.24,,4.8,1.5,5.6,4.55,-9005.771357,-15506.208,-13304.736,0,0,0.36,-0.97
+20/02/2013,1.4,2.2,2.4,0.8,2.6,2.6,1.8,0,9.2,3,-13.2,-4.93,-1.49,-5.26,,3.4,1.75,4.2,3.4,-9005.771357,-15506.208,-13304.736,0,0,0.38,-0.96
+21/02/2013,15.2,4,1.4,9.6,11.4,6.8,15.4,0.4,9.2,17,-13.15,-4.95,-1.44,-5.22,,3.55,0.35,4.1,4.3,-9005.771357,-15506.208,-13304.736,0,0,0.4,-0.94
+22/02/2013,7.4,8,5.4,4.4,6.2,4.8,5.8,13.8,1.2,5.4,-13.1,-4.97,-1.4,-5.21,,3.85,-1.05,4.4,4.6,-9005.771357,-15506.208,-13304.736,0,0,0.4,-0.95
+23/02/2013,0.4,2.8,0.2,12,1,1.4,0.8,4.8,0,1.2,-13.08,-5,-1.36,-5.23,,0.05,-2.5,1.4,1.1,-9005.771357,-15506.208,-13304.736,0,0,0.39,-0.94
+24/02/2013,7.8,23,0,12.4,15.8,17.2,10.6,13.4,8.4,0.2,-13.11,-5.01,-1.12,-5.23,,4,-0.9,3.65,3.55,-8555.482789,-14730.8976,-12639.4992,0,0,0.39,-0.94
+25/02/2013,10,13.8,4,7.2,11,7.8,12.6,0,6,9,-13.18,-5,-1.03,-5.22,,4.8,-1,4.8,3.95,-9005.771357,-15506.208,-13304.736,0,0,0.38,-0.93
+26/02/2013,7.6,3.4,0.4,0.2,4.4,3.8,3.6,0,1.6,12.4,-13.21,-5,-1.03,-5.24,,6.95,1.85,7.65,6.45,-9005.771357,-15506.208,-13304.736,0,0,0.36,-0.95
+27/02/2013,0,0,7.6,0,0,0,0.2,0,0,20.6,-13.23,-5.01,-1.17,-5.26,,4.65,2.55,6.1,5.6,-9005.771357,-15506.208,-13304.736,0,0,0.36,-0.95
+28/02/2013,0,0,0,0.2,0,0,0,0,0,6.8,-13.23,-5.03,-1.26,-5.28,-3.53,6.3,3.7,7.85,6.95,-9005.771357,-15506.208,-13304.736,0,0,0.35,-0.96
+01/03/2013,0,0,0,0,0,0,0,0,0,0.2,-13.18,-5.04,-1.35,-5.28,-3.51,4.6,3.4,7.05,5.15,-8883.6048,-14911.776,-13655.52,0,0,0.36,-0.96
+02/03/2013,0,0,0,0,0,0,0,8.6,0,0,-13.17,-5.07,-1.39,-5.36,-3.52,7.4,4.85,9.6,9.1,-8883.6048,-14911.776,-13655.52,0,0,0.35,-0.97
+03/03/2013,0,0,0,0,0,0,0,6.6,0,0,-13.19,-5.09,-1.49,-5.39,-3.53,6.6,5.6,8.15,7.5,-8439.42456,-14166.1872,-12972.744,0,0,0.34,-0.97
+04/03/2013,0,0.2,0,0.2,0,0,0,0,0,0,-13.2,-5.1,-1.5,-5.36,-3.53,8.65,7.95,10.05,8.75,-8883.6048,-14911.776,-13655.52,0,0,0.36,-0.98
+05/03/2013,0,0,0,11.4,0,0,0,0,12.2,0,-13.2,-5.12,-1.5,-5.34,-3.54,5.9,3.85,7.65,6.55,-8883.6048,-14911.776,-13655.52,0,0,0.36,-0.97
+06/03/2013,37.2,25.6,23,18.2,27.6,21.6,30,0.2,38.8,38.4,-13.1,-5.11,-1.17,-5.24,-3.4,9.5,5.2,9.7,9.25,-8883.6048,-14911.776,-13655.52,0,0,0.55,-0.27
+07/03/2013,43.4,23.8,21,3,29.8,18.2,36.6,5,24.6,50.6,-13.07,-5.04,-0.95,-5.16,-2.87,12.75,7.7,11.4,11.7,-8883.6048,-14911.776,-13655.52,0,0,0.91,0.99
+08/03/2013,17.8,3.4,7,18.4,14.2,11,16.2,1,19.4,27.8,-13.05,-4.94,-1,-5.12,-2.48,12.25,7.7,12.15,12.25,-8883.6048,-14911.776,-13655.52,0,0,0.99,1.17
+09/03/2013,25,21.4,34.6,4.6,19.2,26.2,20.6,0.4,24,38.2,-13.04,-4.82,-0.92,-5.13,-2.14,12.6,6.75,11.45,12.55,-8883.6048,-14911.776,-13655.52,0,0,1.02,1.22
+10/03/2013,29.6,9,4,10.8,20.8,21.2,32.8,1.8,23.2,31.4,-13.02,-4.72,-0.95,-5.11,-1.93,13.2,6.45,12.2,13.15,-8439.42456,-14166.1872,-12972.744,0,0,1.06,1.36
+11/03/2013,29.6,27.6,56.2,37.8,26.4,24.8,33.4,1,28.8,34.2,-13,-4.61,-0.73,-5.04,-1.75,9.6,4.85,8.3,8.9,-8883.6048,-14911.776,-13655.52,0,0,1.12,1.44
+12/03/2013,19.4,29.8,30.4,15,21.6,22.2,23.2,11.4,3.8,20.2,-12.97,-4.46,-0.5,-4.93,-1.64,9.8,4.95,9.6,9.9,-8883.6048,-14911.776,-13655.52,0,0,0.98,1.08
+13/03/2013,25.2,28,16.6,43.4,19.4,29.8,21,5.4,19.8,32.8,-12.92,-4.3,-0.56,-4.88,-1.69,6.8,3.4,7.35,7.05,-8883.6048,-14911.776,-13655.52,0,0,0.92,0.86
+14/03/2013,1,0.8,6.2,0.2,2,1.4,1.8,0.8,0.2,2.4,-12.86,-4.15,-0.86,-4.8,-1.79,6.7,3,7.8,7.3,-8883.6048,-14911.776,-13655.52,0,0,0.8,0.58
+15/03/2013,0,0.2,0,0,0,0,0,9.2,0,0,-12.94,-4.15,-0.93,-4.91,-1.97,6.2,0.3,5.5,6.8,-8883.6048,-14911.776,-13655.52,0,0,0.7,0.3
+16/03/2013,0,0.8,0.2,0.2,0,0,0,0,0,0,-13,-4.24,-1.14,-5.05,-2.13,4.55,1.3,5.5,5.35,-8883.6048,-14911.776,-13655.52,0,0,0.64,0.13
+17/03/2013,0,0,2.8,22.2,0,0,0,0,25.8,0,-12.95,-4.28,-1.2,-5.04,-2.24,5.95,2.15,6.2,6.35,-8439.42456,-14166.1872,-12972.744,0,0,0.62,0.06
+18/03/2013,94,69,46.8,66,69.6,69,95.6,0,95.6,112.2,-12.79,-4.08,-0.09,-4.68,-1.53,10.7,5.85,8.85,9.35,-8883.6048,-14911.776,-13655.52,0,0,1.36,2.15
+19/03/2013,44,14.4,23.8,0,44.8,20.8,52.4,5.4,3.2,54.2,-12.83,-3.75,-0.83,-4.53,-1.04,9.95,3.8,10.35,10.25,-8883.6048,-14911.776,-13655.52,0,0,1.16,1.56
+20/03/2013,0.6,0,0,12.4,0.2,0,0,0,9.4,0,-12.81,-3.78,-0.93,-4.61,-1.28,7.85,4,8.45,7.8,-8883.6048,-14911.776,-13655.52,0,0,0.88,0.83
+21/03/2013,11.6,13.8,16.6,0.2,9.6,10.4,12.2,9.2,0,16.6,-12.83,-3.87,-0.94,-4.66,-1.45,10.1,5.8,9.65,10,-8883.6048,-14911.776,-13655.52,0,0,0.78,0.51
+22/03/2013,0,2.4,1.2,1,0,0,0,0,0,0.2,-12.82,-3.97,-1.05,-4.67,-1.61,8.65,5.25,9.25,9.6,-8883.6048,-14911.776,-13655.52,0,0,0.7,0.28
+23/03/2013,0,0,0.4,2.4,0,0,0,0,8,0,-12.8,-4.07,-1.16,,-1.74,10.6,6.75,10.75,10.3,-8883.6048,-14911.776,-13655.52,0,0,0.66,0.14
+24/03/2013,12.6,8.6,14,9.2,10.2,10.2,12.6,3,8.2,13.8,-12.74,-4.13,-1.17,,-1.85,12.2,5.8,12,12.1,-8439.42456,-14166.1872,-12972.744,0,0,0.66,0.11
+25/03/2013,3.8,0.8,2,0,2,1.4,3.4,8.8,0,3,-12.7,-4.2,-1.21,,-1.94,10.2,5.4,10.4,10.75,-8883.6048,-14911.776,-13655.52,0,0,0.65,0.12
+26/03/2013,2.4,15.6,12.6,15.2,4.6,6.8,2.6,0.6,3.2,4.2,-12.71,-4.26,-1.05,,-2.04,6.4,2.45,6.25,7,-8883.6048,-14911.776,-13655.52,0,0,0.62,-0.03
+27/03/2013,0.6,2,6.8,0,2,4.6,0,0.6,0.2,0.4,-12.74,-4.31,-1.04,,-2.15,8.3,3.05,7.75,8.85,-8883.6048,-14911.776,-13655.52,0,0,0.58,-0.14
+28/03/2013,0.2,0.4,1.8,11,1.4,1.4,0.6,0,12.6,1,-12.76,-4.36,-1.15,,-2.26,10.25,5.85,10,10.1,-8883.6048,-14911.776,-13655.52,0,0,0.56,-0.22
+29/03/2013,28,15.6,32.2,5.6,32.6,32.6,42.2,0.4,29.4,62,-12.73,-4.38,-1.1,,-1.97,13.3,7.45,12.15,12.8,-8883.6048,-14911.776,-13655.52,0,0,0.81,0.66
+30/03/2013,18,1.6,1,23.2,19.4,7.6,18.2,1,49.2,16.6,-12.66,-4.34,-1.03,,-1.51,11.85,6.65,11.45,11.7,-8883.6048,-14911.776,-13655.52,0,0,1.09,1.51
+31/03/2013,50.4,17.4,20.6,0,33.4,21.6,37.6,4.4,7.4,80.4,-12.67,-4.22,-0.95,,-1.04,10.05,4.6,9.4,10.2,-8439.42456,-14166.1872,-12972.744,0,0,1.2,1.68
+01/04/2013,5.6,0,0.8,3.2,13.6,9.8,13.4,2.8,7,15,-12.69,-4.18,-1.03,,-1.16,12.15,6.6,11.75,12.6,-9214.781184,-15416.352,-13517.28,0,0,0.92,0.92
+02/04/2013,12.8,21.6,35.8,17.6,18,15.4,13,27,8,18.6,-12.66,-4.19,-0.93,,-1.29,12,5.65,12,12.4,-9214.781184,-15416.352,-13517.28,0,0,0.82,0.62
+03/04/2013,0.2,0,0,0,0.2,0.2,0.2,2.8,0.2,0.2,-12.71,-4.24,-0.99,,-1.49,11.7,6.4,11.45,11.8,-9214.781184,-15416.352,-13517.28,0,0,0.72,0.32
+04/04/2013,0,0,0.2,1,0,0,0,3.2,6.4,0,-12.71,-4.3,-1.13,,-1.62,9.5,5.25,9.9,10.2,-9214.781184,-15416.352,-13517.28,0,0,0.68,0.24
+05/04/2013,18,16,17.4,20.6,17.2,13.4,14.6,33,13,23,-12.68,-4.35,-1.04,,-1.7,12.1,5.35,11.35,12.1,-9214.781184,-15416.352,-13517.28,0,0,0.7,0.27
+06/04/2013,1.6,4,15.6,0,2.4,3.8,2.6,2.6,6.6,3.8,-12.74,-4.39,-1.08,,-1.82,14.75,8.5,14,14.4,-9214.781184,-15416.352,-13517.28,0,0,0.66,0.13
+07/04/2013,0,0,0,0,0,0,0,0.4,0,0,-12.74,-4.42,-1.2,,-1.96,12.55,7.9,12.5,14.55,-8754.042125,-14645.5344,-12841.416,0,0,0.6,-0.06
+08/04/2013,1,1.2,1.6,3.2,0.8,1.8,0.6,0,21.2,1.6,-12.75,-4.45,-1.18,,-2.08,10.7,4.55,9.5,10.35,-9214.781184,-15416.352,-13517.28,0,0,0.58,-0.15
+09/04/2013,27.8,13.2,5.2,1,28.6,28.8,27,0.2,2.8,32.2,-12.74,-4.48,-0.96,-5.07,-2.02,12.3,6.3,11.15,12.4,-9214.781184,-15416.352,-13517.28,0,0,0.69,0.19
+10/04/2013,1.8,0,1.2,0,3.8,0.6,5.8,0.2,0,6,-12.76,-4.46,-1.13,-5.1,-2.08,13.75,6.65,13.05,14,-9214.781184,-15416.352,-13517.28,0,0,0.65,0.1
+11/04/2013,0,0,0,0,0,0,0,0,0,0,-12.77,-4.49,-1.23,-5.14,-2.13,13.05,8.3,13.1,14,-9214.781184,-15416.352,-13517.28,0,0,0.63,0.05
+12/04/2013,4,0.8,1,0.4,4.2,2.2,5.8,0,5.4,5.4,-12.74,-4.52,-1.3,-5.1,-2.19,15.35,8.8,13.6,14.95,-9214.781184,-15416.352,-13517.28,0,0,0.59,-0.06
+13/04/2013,2.4,0.4,0.2,0,1.4,0.8,1.6,0,0,1.4,-12.81,-4.57,-1.32,-5.21,-2.25,13.7,8.8,13.65,14.95,-9214.781184,-15416.352,-13517.28,0,0,0.57,-0.11
+14/04/2013,0,0,0,0,0,0.2,0,0,0,0,-12.84,-4.6,-1.47,-5.29,-2.33,15.1,12.75,15.85,16,-8754.042125,-14645.5344,-12841.416,0,0,0.54,-0.24
+15/04/2013,0,0,0,0.2,0,0,0,0,0,0,-12.8,-4.64,-1.46,-5.26,-2.4,15.95,14.55,15.8,16.4,-9214.781184,-15416.352,-13517.28,0,0,0.53,-0.3
+16/04/2013,0,0,0,0,0,0,0,0,0,0,-12.79,-4.68,-1.54,-5.28,-2.44,16.2,14.7,15.65,16.85,-9214.781184,-15416.352,-13517.28,0,0,0.52,-0.28
+17/04/2013,0,0,0,0,0,0,0,0,0,0,-12.8,-4.71,-1.59,-5.28,-2.44,18.75,16.65,18.1,19.5,-9214.781184,-15416.352,-13517.28,0,0,0.51,-0.34
+18/04/2013,0,0,0,0,0,0,0,0,0,0,-12.78,-4.75,-1.61,-5.41,-2.43,17.5,15.8,16.8,18,-9214.781184,-15416.352,-13517.28,0,0,0.5,-0.33
+19/04/2013,0,0,0,0,0,0,0,0,0,0,-12.74,-4.79,-1.66,-5.37,-2.48,16.4,13.6,16,17.55,-9214.781184,-15416.352,-13517.28,0,0,0.48,-0.48
+20/04/2013,4.2,4.6,2.8,0.6,2.4,2.8,2.8,0.2,2.8,3.8,-12.74,-4.82,-1.7,-5.44,-2.48,12.85,6.95,12.2,13.8,-9214.781184,-15416.352,-13517.28,0,0,0.48,-0.41
+21/04/2013,0.2,0,0,1.6,0,0.6,0.2,0.6,1.6,0.6,-12.74,-4.85,-1.74,-5.45,-2.54,11.25,6.9,11.4,12.8,-8754.042125,-14645.5344,-12841.416,0,0,0.45,
+22/04/2013,0.8,2.2,0.8,0.4,0.4,0,0.2,0,8.8,0.4,-12.73,-4.87,-1.71,-5.39,-2.6,12.95,7.55,12.85,14.05,-9214.781184,-15416.352,-13517.28,0,0,0.43,-0.65
+23/04/2013,4.2,0.4,0.6,0.2,3.2,1.8,8,6.6,1.6,3,-12.79,-4.91,-1.76,-5.43,-2.61,13.55,8.6,14.25,14.7,-9214.781184,-15416.352,-13517.28,0,0,0.4,-0.72
+24/04/2013,1.2,0,2.2,0,7.4,2.2,0.4,3.6,0.2,1,-12.82,-4.94,-1.76,-5.52,-2.69,16.6,12.9,17.15,16.5,-9214.781184,-15416.352,-13517.28,0,0,0.39,-0.77
+25/04/2013,0,0,0,0,0,0,0,0,0,0,-12.79,-4.98,-1.83,-5.58,-2.8,17.8,15.85,19.25,18.35,-9214.781184,-15416.352,-13517.28,0,0,0.34,-0.78
+26/04/2013,0,0,0,0,0,0,0,0,0,0,-12.73,-5,-1.82,-5.52,-2.92,20.3,14.3,20,21.35,-9214.781184,-15416.352,-13517.28,0,0,0.35,
+27/04/2013,10.2,3.8,3.2,28.4,5.8,4.6,12.8,0.2,48.2,12.4,-12.67,-5.02,-1.76,-5.54,-2.98,15.7,9.9,15.15,15.45,-9214.781184,-15416.352,-13517.28,0,0,0.4,-0.65
+28/04/2013,33.4,31.2,41.6,1.6,34.4,36.2,42,4.6,1.6,51,-12.69,-4.99,-1.55,-5.56,-2.65,18.45,11.65,17.55,17.85,-8754.042125,-14645.5344,-12841.416,0,0,0.67,0.34
+29/04/2013,3.8,10.2,0.4,0.4,2.2,3.2,3.8,0.8,1.8,4.2,-12.7,-4.96,-1.53,-5.62,-2.64,20.75,16.35,20.4,20.1,-9214.781184,-15416.352,-13517.28,0,0,0.54,-0.07
+30/04/2013,5,1.6,2.6,1.4,2.6,1.6,3.4,1,3,4.2,-12.71,-4.95,-1.57,-5.66,-2.72,21.9,15.45,21.85,22.1,-9214.781184,-15416.352,-13517.28,0,0,0.51,-0.2
+01/05/2013,0.4,0,0.2,1.6,0.4,0,0.6,0.2,1.8,0.4,-12.7,-4.98,-1.66,-5.75,-2.81,20.8,16.55,20.85,21.35,-9855.41904,-15780.096,-13404.96,0,0,0.49,-0.33
+02/05/2013,0.2,0.8,1,0.4,0.8,0.8,1,0.4,0,1.2,-12.69,-4.98,-1.65,-5.73,-2.89,17.5,14.2,17.85,18.75,-9855.41904,-15780.096,-13404.96,0,0,0.46,-0.46
+03/05/2013,0,0,0,0.2,0,0,0,0,0,0,-12.68,-5.01,-1.75,-5.74,-2.98,18.2,13.65,17.7,18.55,-9855.41904,-15780.096,-13404.96,0,0,0.43,-0.59
+04/05/2013,0,0,0,0,0,0,0,0,0,0,-12.69,-5.05,-1.82,-5.83,-3.08,17.05,14.55,17.3,18.15,-9855.41904,-15780.096,-13404.96,0,0,0.38,-0.75
+05/05/2013,2.8,8.4,2,8.2,0,3,2.6,1.8,18.2,5.6,-12.7,-5.06,-1.78,-5.88,-3.08,16.25,12.35,15.15,16.35,-9362.648088,-14991.0912,-12734.712,0,0,0.35,-0.76
+06/05/2013,12,3.8,4,4.2,7.8,5.2,9.2,21.8,4.6,11.4,-12.68,-5.07,-1.72,-5.82,-3.12,16.55,11.9,17.2,17.4,-9855.41904,-15780.096,-13404.96,0,0,0.38,-0.73
+07/05/2013,1.6,0,0.6,0.2,0,9.6,0,0,0.6,2,-12.68,-5.08,-1.73,-5.8,-3.19,17.7,11.25,17.25,18.7,-9855.41904,-15780.096,-13404.96,0,0,0.38,-0.84
+08/05/2013,0.8,0,0,0,0,0,0,3.8,6.8,0,-12.68,-5.1,-1.78,-5.82,-3.25,17.85,12.65,17.4,18.05,-9855.41904,-15780.096,-13404.96,0,0,0.36,-0.87
+09/05/2013,0,0,0,0,0.6,0,0.2,0,0,2.6,-12.69,-5.13,-1.85,-5.9,-3.3,19.55,15.1,19.3,20.2,-9855.41904,-15780.096,-13404.96,0,0,0.35,-0.93
+10/05/2013,1.4,1,0.8,1.6,1.4,1.2,1.4,0.6,3.6,1.6,-12.68,-5.16,-1.87,-5.92,-3.35,19.35,13,18.45,20.15,-9855.41904,-15780.096,-13404.96,0,0,0.32,-0.95
+11/05/2013,2.2,0,0.2,0,2.6,2.8,2.2,0.2,1.6,3.6,-12.67,-5.19,-1.94,-5.97,-3.39,18.25,10.6,17.7,18.7,-9855.41904,-15780.096,-13404.96,0,0,0.27,-0.96
+12/05/2013,0,0,0.2,0.8,0,0,0,6,22.4,0,-12.68,-5.2,-1.98,-6.02,-3.38,16.9,11.7,17,18.05,-9362.648088,-14991.0912,-12734.712,0,0,0.27,-0.96
+13/05/2013,12.8,0,0,0.2,10.2,0,16.8,10.6,0.2,0,-12.7,-5.21,-1.9,-6,-3.4,16,11.7,16.1,17.05,-9855.41904,-15780.096,-13404.96,0,0,0.27,-0.96
+14/05/2013,0,0,0,0,0,0,0,0,0,0,-12.69,-5.22,-2.01,-6.06,-3.45,16.7,13.15,17.3,18.5,-9855.41904,-15780.096,-13404.96,0,0,0.31,-0.97
+15/05/2013,0,0,0,5.2,0,0,0,0,3.8,0,-12.65,-5.24,-2.05,-6.11,-3.52,16.25,12.15,17.15,17.4,-9855.41904,-15780.096,-13404.96,0,0,0.34,-0.97
+16/05/2013,56.6,30.2,36.6,40.8,38.2,30.8,48.6,12.8,58.6,75,-12.58,-5.22,-1.55,-6.01,-3.28,18.35,11.05,15.75,16.55,-9855.41904,-15780.096,-13404.96,0,0,0.7,0.41
+17/05/2013,49,10.8,11.4,3.2,21.6,20,24.8,15.8,8.8,74.4,-12.62,-5.15,-1.35,-5.92,-2.69,16.35,9.5,15.85,16.55,-9855.41904,-15780.096,-13404.96,0,0,0.87,1.02
+18/05/2013,0.4,2,1.2,1,0.6,0.6,0.8,0,3.4,1.2,-12.67,-5.1,-1.41,-5.97,-2.63,15.95,11.35,15.4,16.05,-9855.41904,-15780.096,-13404.96,0,0,0.67,0.42
+19/05/2013,10.6,10,12,7.4,8,9.2,9.4,2.6,7.4,13.4,-12.68,-5.06,-1.47,-5.93,-2.73,16.4,9.6,15.2,16.75,-9362.648088,-14991.0912,-12734.712,0,0,0.58,0.14
+20/05/2013,3.4,3.4,1.2,1,10.2,2.6,2,0,2.2,6.8,-12.71,-5.04,-1.46,-5.87,-2.74,15.2,9.6,14.6,15.95,-9855.41904,-15780.096,-13404.96,0,0,0.54,-0.01
+21/05/2013,0.6,0.2,0,0,0,0,1,0,0,0.2,-12.68,-5.04,-1.61,-5.91,-2.87,14.65,10.1,14.85,15.65,-9855.41904,-15780.096,-13404.96,0,0,0.49,-0.2
+22/05/2013,0,0,0,0,0,0,0,0,0,0,-12.61,-5.04,-1.69,-5.9,-3.08,15.3,12.95,16.75,16.55,-9855.41904,-15780.096,-13404.96,0,0,0.45,-0.36
+23/05/2013,0,0.6,0.6,4.6,0,0,0,9.2,1.8,0,-12.6,-5.05,-1.73,-5.85,-3.24,16.55,11.75,16,18.05,-9855.41904,-15780.096,-13404.96,0,0,0.4,-0.66
+24/05/2013,7,6,0.8,0,5,4.6,7.8,3.4,14.4,10,-12.63,-5.08,-1.74,-5.84,-3.3,14.25,7.45,13.35,15.05,-9855.41904,-15780.096,-13404.96,0,0,0.34,-0.78
+25/05/2013,16.8,9.4,0.8,35.6,30.6,7.6,27.4,0.2,18,41,-12.65,-5.1,-1.69,-5.92,-3.24,10.4,4.75,10.25,10.75,-9855.41904,-15780.096,-13404.96,0,0,0.4,-0.58
+26/05/2013,11.6,12.2,14.4,0.2,7.2,12.8,6,0.2,0.4,13.2,-12.68,-5.1,-1.68,-5.93,-3.16,13.35,6.9,12.8,13.95,-9362.648088,-14991.0912,-12734.712,0,0,0.46,-0.37
+27/05/2013,0,0,0,0,0,0,0,0,0,0.2,-12.69,-5.09,-1.67,-5.92,-3.2,14.5,9.4,14.45,15.7,-9855.41904,-15780.096,-13404.96,0,0,0.43,-0.52
+28/05/2013,0,0.4,1,0.6,0.2,0,0,0,0,0.2,-12.64,-5.1,-1.76,-5.91,-3.31,15.65,8.95,15.2,16.25,-9855.41904,-15780.096,-13404.96,0,0,0.42,-0.6
+29/05/2013,10.2,6.8,2.8,1.4,15.4,10.8,19.4,0.8,23.4,27.8,-12.62,-5.11,-1.83,-5.9,-3.35,16.15,7.85,15.3,16.6,-9855.41904,-15780.096,-13404.96,0,0,0.42,-0.53
+30/05/2013,50,3.8,4,12.2,29,6.8,43.2,2.2,37.8,35.6,-12.62,-5.11,-1.74,-5.9,-3.19,13.9,6.85,13.05,13.95,-9855.41904,-15780.096,-13404.96,0,0,0.55,0.02
+31/05/2013,4.6,0.4,6.2,9,5.8,3.4,5.2,0.2,0.2,4.2,-12.61,-5.09,-1.74,-5.85,-3.04,14.6,8.1,14.35,15.4,-9855.41904,-15780.096,-13404.96,0,0,0.58,0.11
+01/06/2013,0,0,0.4,0.2,0.4,0.2,0,0,0,2.2,-12.62,-5.1,-1.84,-5.9,-3.13,15.75,10.8,15.8,16.35,-10347.12533,-16284.672,-12702.528,0,0,0.5,-0.16
+02/06/2013,0,0,0,0,0,0,0,0,0,0,-12.65,-5.09,-1.8,-5.98,-3.19,18.05,12.3,17,18.6,-9829.769067,-15470.4384,-12067.4016,0,0,0.46,-0.37
+03/06/2013,0,1,2.8,11.8,0,0,0,1.6,0.2,0,-12.68,-5.1,-1.64,-5.96,-3.23,17.45,13,17.2,18.1,-10347.12533,-16284.672,-12702.528,0,0,0.43,-0.54
+04/06/2013,0,5.8,15.2,0.2,0.4,1.4,0,6,0.2,1.4,-12.68,-5.12,-1.62,-5.95,-3.35,16.9,13.25,17.5,18,-10347.12533,-16284.672,-12702.528,0,0,0.38,-0.83
+05/06/2013,2.8,0,0,0,1,0,2.6,0,0,1.8,-12.69,-5.14,-1.68,-5.9,-3.43,18.9,14.2,18.5,20,-10347.12533,-16284.672,-12702.528,0,0,0.32,-0.89
+06/06/2013,0,0,0,0,0,7.2,0.2,4.8,0.4,7,-12.69,-5.17,-1.79,-5.89,-3.48,18.7,14.9,19.2,20.05,-10347.12533,-16284.672,-12702.528,0,0,0.31,-0.91
+07/06/2013,0,0,0,0,0,0,0,15,3.2,0.6,-12.69,-5.21,-1.85,-5.9,-3.55,19.8,17.35,20.7,20.4,-10347.12533,-16284.672,-12702.528,0,0,0.32,-0.92
+08/06/2013,1,0,0,0,0,0,0.2,0,0,0.2,-12.68,-5.23,-1.88,-5.92,-3.61,20.55,16.55,20.4,21.4,-10347.12533,-16284.672,-12702.528,0,0,0.3,-0.93
+09/06/2013,0,0,0,5.8,0,0,0,0,8.2,0,-12.67,-5.22,-1.93,-5.88,-3.63,17.35,13.3,17.95,18.45,-9829.769067,-15470.4384,-12067.4016,0,0,0.3,-0.94
+10/06/2013,16.2,11.6,16.2,8.6,14.2,12.4,19,0.6,7,18.2,-12.67,-5.21,-1.84,-5.76,-3.63,17.65,11.8,17.3,18.25,-10347.12533,-16284.672,-12702.528,0,0,0.3,-0.96
+11/06/2013,0,0,1,0,0,0.2,0,0,18,0,-12.69,-5.25,-1.84,-5.8,-3.67,17.95,12.3,17.25,18.8,-10347.12533,-16284.672,-12702.528,0,0,0.28,-0.97
+12/06/2013,0,0,0,0.8,0,0,0,0,0,0,-12.71,-5.26,-1.89,-5.86,-3.69,20.9,16.95,20.55,22.75,-10347.12533,-16284.672,-12702.528,0,0,0.28,-0.98
+13/06/2013,1,0,0,0,0,0.4,0,0,0,0,-12.72,-5.29,-1.98,-5.9,-3.58,22.65,18.45,21.9,22.95,-10347.12533,-16284.672,-12702.528,0,0,0.24,-1
+14/06/2013,0,0,0,0,0.2,0,0,0,0,0,-12.72,-5.32,-2.06,-5.98,-3.63,22.05,18.05,20.95,22.4,-10347.12533,-16284.672,-12702.528,0,0,0.23,-1
+15/06/2013,0,0,0,0,0,0,0,0,0,0,-12.73,-5.34,-2.12,-6.1,-3.47,22.05,17.55,21,22.75,-10347.12533,-16284.672,-12702.528,0,0,0.23,-1
+16/06/2013,0,0,0,0,0,0,0,0,0,0,-12.74,-5.34,-2.15,-6.16,-3.47,22.45,19.35,22.55,23.45,-9829.769067,-15470.4384,-12067.4016,0,0,0.23,-1.01
+17/06/2013,0,0,0,0,0,0,0,0,0,0,-12.73,-5.38,-2.12,-6.22,-3.47,24.4,22.55,25.2,25.35,-10347.12533,-16284.672,-12702.528,0,0,0.23,-1.01
+18/06/2013,0,0,0,0,0,0,0,0,0,0,-12.73,-5.42,-2.24,-6.34,-3.49,26.4,24.45,26.8,27.4,-10347.12533,-16284.672,-12702.528,0,0,0.21,-1.01
+19/06/2013,0,0,0,0,0,0,0,0,0,0,-12.75,-5.45,-2.23,-6.43,-3.49,26.8,23.7,26.9,27.95,-10347.12533,-16284.672,-12702.528,0,0,0.2,-1.01
+20/06/2013,0,0,0,0,0,0,0,0,0,0,-12.75,-5.48,-2.27,-6.52,-3.48,24.45,20.2,25.1,25.65,-10347.12533,-16284.672,-12702.528,0,0,0.18,-1.01
+21/06/2013,0,0,0,0,0,0,0,0,0,0,-12.77,-5.49,-2.25,-6.56,-3.48,22.45,16.55,21.5,24.05,-10347.12533,-16284.672,-12702.528,0,0,0.18,-0.98
+22/06/2013,0,0,0,0,0,0,0,0,0,0,-12.78,-5.49,-2.31,-6.6,-3.44,20.1,15.5,19.95,21.65,-10347.12533,-16284.672,-12702.528,0,0,0.16,-0.89
+23/06/2013,0,0,0.6,0,0,0,0,0,0,0,-12.76,-5.47,-2.34,-6.6,-3.41,21.45,15.55,20.75,22.9,-9829.769067,-15470.4384,-12067.4016,0,0,0.16,-0.89
+24/06/2013,0,0,0.2,10.6,0,0,0,0,5,0,-12.75,-5.47,-2.2,-6.55,-3.41,19.4,13.75,18.85,19.65,-10347.12533,-16284.672,-12702.528,0,0,0.17,-0.89
+25/06/2013,0.6,12.4,6.8,0,2,8.4,3,10.2,0,7,-12.77,-5.46,-2.1,-6.6,-3.46,18.9,15.45,18.45,19.9,-10347.12533,-16284.672,-12702.528,0,0,0.17,-0.91
+26/06/2013,0.6,0,0,0.2,0,0,0,1.6,3.6,0,-12.78,-5.46,-2.08,-6.65,-3.43,18.8,14.75,19.25,19.65,-10347.12533,-16284.672,-12702.528,0,0,0.17,-0.93
+27/06/2013,0,1.2,2.2,0.2,0.2,1.8,2.4,0.4,2.4,0,-12.78,-5.47,-2.15,-6.58,-3.45,19.6,14.6,19.15,20.15,-10347.12533,-16284.672,-12702.528,0,0,0.17,-0.93
+28/06/2013,1.6,0.2,0,1.8,0.6,0,0.6,6,0,0.2,-12.76,-5.49,-2.14,-6.54,-3.53,19.35,12.5,18.25,20.35,-10347.12533,-16284.672,-12702.528,0,0,0.17,-0.94
+29/06/2013,0,7.8,11.8,0,0,0,0,0,0.2,0,-12.77,-5.49,-2.13,-6.57,-3.53,18.2,12.55,17.45,18.4,-10347.12533,-16284.672,-12702.528,0,0,0.16,-0.94
+30/06/2013,0,0,0,0,0,0,0,0.2,0,0,-12.77,-5.47,-2.2,-6.61,-3.54,20.55,16.85,20.3,21.05,-9829.769067,-15470.4384,-12067.4016,0,0,0.15,-0.94
+01/07/2013,0,0,0,0,0,0,0,0,0,0,-12.77,-5.49,-2.2,-6.66,-3.55,20.75,18.35,21.15,21.55,-9858.872016,-17193.6,-11518.848,0,0,0.15,-0.94
+02/07/2013,0,0,0,0,0,0,0,0,0,0,-12.76,-5.53,-2.25,-6.76,-3.56,21.45,18.45,21.45,22.35,-9858.872016,-17193.6,-11518.848,0,0,0.15,-0.96
+03/07/2013,0,0,0,0,0,0,0,0,0,0,-12.75,-5.54,-2.26,-6.82,-3.56,20.75,17.35,21.05,21.7,-9858.872016,-17193.6,-11518.848,0,0,0.16,-0.94
+04/07/2013,0,0,0,0,0,0,0,0,0,0,-12.76,-5.54,-2.28,-6.82,-3.56,24.35,18.3,22.95,24.95,-9858.872016,-17193.6,-11518.848,0,0,0.14,-0.95
+05/07/2013,0,0.4,3.4,0,0,5.2,0,0,0,0,-12.79,-5.58,-2.29,-6.88,-3.58,24.25,21.45,25.2,25.45,-9858.872016,-17193.6,-11518.848,0,0,0.15,-0.95
+06/07/2013,0,0,0,0,0,0,0,0,0,0,-12.79,-5.61,-2.35,-6.99,-3.59,25.7,22.05,26.4,26.6,-9858.872016,-17193.6,-11518.848,0,0,0.14,-0.95
+07/07/2013,0,0,0,0,0,0,0,0,0,0,-12.8,-5.6,-2.4,-7.01,-3.6,25.45,21,25.5,26.35,-9365.928415,-16333.92,-10942.9056,0,0,0.13,-0.96
+08/07/2013,0,0,0,0,0,0,0,0.2,0,0,-12.8,-5.62,-2.37,-6.99,-3.61,25.6,21.1,24.55,25.6,-9858.872016,-17193.6,-11518.848,0,0,0.13,-0.97
+09/07/2013,0,0,0,0,0,0,0,0.4,1.8,0,-12.77,-5.68,-2.43,-7.02,-3.62,25.7,21.3,25.65,26.6,-9858.872016,-17193.6,-11518.848,0,0,0.13,-0.96
+10/07/2013,0,0,0,0,0,0,0,0,0,0.4,-12.73,-5.69,-2.44,-7.03,-3.63,25.3,20.8,25.1,26.25,-9858.872016,-17193.6,-11518.848,0,0,0.13,-0.98
+11/07/2013,0,0,0,0,0,3.6,0,0,0,0.6,-12.73,-5.69,-2.43,-7.03,-3.64,24.6,19.15,23.55,25.1,-9858.872016,-17193.6,-11518.848,0,0,0.13,-0.96
+12/07/2013,1.6,0,0,0,0,0,0,10.8,0,3,-12.77,-5.7,-2.43,-7.08,-3.65,24.4,18.8,23.55,25.15,-9858.872016,-17193.6,-11518.848,0,0,0.13,-0.97
+13/07/2013,0,0,0,0,0,0,0,8.2,0,0,-12.79,-5.71,-2.47,-7.18,-3.66,23.7,19.05,23.65,24.8,-9858.872016,-17193.6,-11518.848,0,0,0.12,-0.97
+14/07/2013,0,0,0,0,0,0,0.2,2.2,0,0,-12.81,-5.68,-2.55,-7.24,-3.67,25.5,20.2,24.9,26.4,-9365.928415,-16333.92,-10942.9056,0,0,0.12,-0.97
+15/07/2013,0,0,0,0,0,0,0,0,0.2,0,-12.82,-5.7,-2.51,-7.2,-3.68,25.05,21.05,25.3,26,-9858.872016,-17193.6,-11518.848,0,0,0.15,-0.97
+16/07/2013,0,0,0,0,0,0,0,0,2,0,-12.84,-5.71,-2.52,-7.21,-3.7,25.4,21.65,25.4,25.95,-9858.872016,-17193.6,-11518.848,0,0,0.13,-0.99
+17/07/2013,9.2,0,0,0,0.2,0,0,0,5.2,19.2,-12.84,-5.72,-2.61,-7.22,-3.72,26.45,21.25,26.05,26.9,-9858.872016,-17193.6,-11518.848,0,0,0.13,-0.99
+18/07/2013,12.6,0,0,0.2,0.8,0,4.6,0,0,2,-12.84,-5.73,-2.56,-7.36,-3.73,25.5,21.15,25.4,26.25,-9858.872016,-17193.6,-11518.848,0,0,0.14,-1
+19/07/2013,0,0,0,0,0,0,0,0,0,0,-12.84,-5.73,-2.56,-7.3,-3.74,24.8,20.4,24.6,25.95,-9858.872016,-17193.6,-11518.848,0,0,0.12,-1.01
+20/07/2013,16.8,0,0,0,0,5.4,0,0.4,4,5.2,-12.84,-5.74,-2.67,-7.28,-3.75,24.8,21.1,24.6,25.55,-9858.872016,-17193.6,-11518.848,0,0,0.12,-1.01
+21/07/2013,11.4,0,0,0,1.4,0.8,0,0,0,0,-12.84,-5.69,-2.59,-7.26,-3.76,25.3,22.2,25.05,25.9,-9365.928415,-16333.92,-10942.9056,0,0,0.13,-1.02
+22/07/2013,1,1.4,0,0,0,1.2,0.2,0,0,0,-12.83,-5.71,-2.6,-7.25,-3.78,26.5,23,26.95,27.45,-9858.872016,-17193.6,-11518.848,0,0,0.12,-1.03
+23/07/2013,0,0,0,0,0,0,3,0,0.6,0,-12.83,-5.84,-2.7,-7.29,-3.79,26.1,21.7,26.2,27.25,-9858.872016,-17193.6,-11518.848,0,0,0.12,-1.03
+24/07/2013,4.6,0,0,0,0,0,0,0,0,0,-12.86,-5.9,-2.7,-7.38,-3.8,26,20.55,25,26.45,-9858.872016,-17193.6,-11518.848,0,0,0.12,-1.03
+25/07/2013,0,0,0,0,0,0,0,0,0,0,-12.87,-5.91,-2.71,-7.53,-3.81,24.7,19.7,24.45,25.95,-9858.872016,-17193.6,-11518.848,0,0,0.12,-1.04
+26/07/2013,0,0,0,0,0,0,0,0,0,0,-12.86,-5.91,-2.76,-7.61,-3.82,27.15,22.15,26.6,27.45,-9858.872016,-17193.6,-11518.848,0,0,0.11,-1.05
+27/07/2013,0,0,0,0,0,0,0,0,0,0,-12.86,-5.92,-2.81,-7.67,-3.83,27.45,23.65,26.85,27.8,-9858.872016,-17193.6,-11518.848,0,0,0.11,-1.03
+28/07/2013,0,0,0,0,0,0,0,0,0,0,-12.88,-5.9,-2.81,-7.67,-3.84,28.05,24.7,28.3,28.7,-9365.928415,-16333.92,-10942.9056,0,0,0.11,-1.04
+29/07/2013,0,0,0,7.2,0,0,0,0,6.2,0,-12.89,-5.9,-2.7,-7.65,-3.85,24.65,19.8,23.8,25.35,-9858.872016,-17193.6,-11518.848,0,0,0.12,-1.04
+30/07/2013,8,4,7,0,5.8,4.2,7.4,6,0,8.8,-12.89,-5.89,-2.64,-7.64,-3.91,25.15,18.7,24.55,25.6,-9858.872016,-17193.6,-11518.848,0,0,0.11,-1.04
+31/07/2013,0,0,0,0,0,0,0,0,0,0,-12.89,-5.9,-2.69,-7.71,-3.9,26.2,22,25.95,26.25,-9858.872016,-17193.6,-11518.848,0,0,0.11,-1.05
+01/08/2013,0,0,0,0,0,0,0,0,0,0,-12.89,-5.92,-2.79,-7.82,-3.89,27.55,23.1,26.95,27.3,-9640.388016,-16674.336,-11025.504,0,0,0.12,-1.06
+02/08/2013,0,0,0,0,0,0,0,0,0,0,-12.9,-5.93,-2.81,-7.92,-3.91,26.45,24.15,27.75,27.55,-9640.388016,-16674.336,-11025.504,0,0,0.12,-1.05
+03/08/2013,0,0,0,0,0,0,0,0,0,0,-12.91,-5.93,-2.88,-8.01,-3.92,26.9,24.85,26.6,27.65,-9640.388016,-16674.336,-11025.504,0,0,,-1.06
+04/08/2013,0,0,0,0,0,0,0,0,0,0,-12.93,-5.91,-2.88,-8.05,-3.93,25.9,23.75,26,26.8,-9158.368615,-15840.6192,-10474.2288,0,0,,-1.06
+05/08/2013,0,0,0,0,0,0,0,0,0,0,-12.93,-5.92,-2.9,-7.98,-3.91,26.15,24.85,25.65,26.85,-9640.388016,-16674.336,-11025.504,0,0,0.09,-1.06
+06/08/2013,0,0,0,0,0,0,0,0,0,0,-12.91,-5.86,-2.94,-7.98,-3.88,27.3,25.6,26.5,27.35,-9640.388016,-16674.336,-11025.504,0,0,0.09,-1.06
+07/08/2013,0,0,0,0,0,0,0,0,0,0,-12.9,-5.81,-2.95,-8.06,-3.88,27.6,25.75,27.1,27.5,-9640.388016,-16674.336,-11025.504,0,0,0.09,-1.07
+08/08/2013,0,0,0,0,0,0,0,0,0,0,-12.92,-5.8,-2.9,-8.12,-3.9,26.9,22.8,26.5,27.2,-9640.388016,-16674.336,-11025.504,0,0,0.09,-1.06
+09/08/2013,1,0.8,0.4,0,0,1.6,0,1,0,1,-12.91,-5.79,-2.91,-8.12,-3.91,26.8,19.7,25.3,27.35,-9640.388016,-16674.336,-11025.504,0,0,0.09,-1.06
+10/08/2013,0,0,0,0,0,0,0,0,0,0,-12.91,-5.78,-2.94,-8.15,-3.92,25.6,21.85,24.95,26.4,-9640.388016,-16674.336,-11025.504,0,0,0.09,-1.06
+11/08/2013,0,0,0,0,0,0,0,0,0,0,-12.94,-5.75,-2.92,-8.17,-3.93,25.55,21.2,25.15,26.3,-9158.368615,-15840.6192,-10474.2288,0,0,,-1.06
+12/08/2013,0,0,0,0,0,0,0,0,0,0,-12.94,-5.76,-2.92,-8.13,-3.95,25.5,22.25,25.6,26.4,-9640.388016,-16674.336,-11025.504,0,0,,-1.07
+13/08/2013,0,0,0,0,0,0,0,0,0,0,-12.94,-5.78,-2.92,-8.17,-3.97,24.45,21.2,24.35,25.35,-9640.388016,-16674.336,-11025.504,0,0,0.08,-1.06
+14/08/2013,0,0,0,0,0,0,0,0,0,0,-12.94,-5.79,-2.93,-8.23,-3.98,25.3,20.35,25.05,25.55,-9640.388016,-16674.336,-11025.504,0,0,0.09,-1.06
+15/08/2013,0,0,0,0,0,0,0,1.2,0,0,-12.96,-5.76,-2.9,-8.18,-3.99,24.15,19.7,23.9,25.75,-9640.388016,-16674.336,-11025.504,0,0,,-1.06
+16/08/2013,0,0,0,0,0,0,0,0,0,0,-12.96,-5.76,-2.93,-8.1,-3.99,24.05,20.45,24.35,24.85,-9640.388016,-16674.336,-11025.504,0,0,0.08,-1.06
+17/08/2013,0,0,0,0,0,0,0,0,0,0,-12.95,-5.77,-2.94,-8.16,-4,24.6,21.35,24.8,25.15,-9640.388016,-16674.336,-11025.504,0,0,,-1.06
+18/08/2013,0,0,0,0,0,0,0,0,0,0,-12.96,-5.74,-2.93,-8.21,-4.01,24.45,20.95,23.65,24.45,-9158.368615,-15840.6192,-10474.2288,0,0,0.08,-1.07
+19/08/2013,0,0,0,3,0,0,0,0,0,0,-12.95,-5.76,-2.93,-8.29,-4.06,23.7,19.05,23.1,24.3,-9640.388016,-16674.336,-11025.504,0,0,0.09,-1.06
+20/08/2013,1.6,5.4,3.6,8.4,4,2.8,2.8,5.6,0.8,3,-12.95,-5.75,-2.84,-8.28,-4.11,23.4,17.45,22.7,24.2,-9640.388016,-16674.336,-11025.504,0,0,,-1.06
+21/08/2013,0,0,0,0,0,0,0,0.4,0,0,-12.95,-5.73,-2.89,-8.28,-4.13,23.65,18.8,22.3,24,-9640.388016,-16674.336,-11025.504,0,0,0.08,-1.06
+22/08/2013,0,0,0,0,0,0,0,0,0,0,-12.93,-5.76,-2.89,-8.28,-4.14,23.15,20.1,23.85,24.05,-9640.388016,-16674.336,-11025.504,0,0,0.09,-1.07
+23/08/2013,0,0,0,0,0,0,0,0,0,0,-12.92,-5.8,-2.94,-8.27,-4.16,23.4,19.85,23.65,24.2,-9640.388016,-16674.336,-11025.504,0,0,0.1,-1.07
+24/08/2013,0,0,0,0.6,0,0,0,0,0,0,-12.91,-5.8,-2.92,-8.28,-4.17,23.75,19,23.15,23.8,-9640.388016,-16674.336,-11025.504,0,0,0.1,-1.06
+25/08/2013,38.4,41.2,29.6,27.6,44,39,58.6,35,38.8,51.6,-12.86,-5.78,-2.74,-8.28,-4.16,22.15,16.55,21.25,21.95,-9158.368615,-15840.6192,-10474.2288,0,0,0.18,-1.02
+26/08/2013,8,0,0,0,0.8,0,2.6,2,2.8,2.6,-12.89,-5.71,-2.71,-8.23,-4.14,22.2,17.1,21.8,23,-9640.388016,-16674.336,-11025.504,0,0,0.14,-1.06
+27/08/2013,0,0,0,0,0,0,0,0,0,0,-12.89,-5.69,-2.69,-8.15,-4.12,21.5,16.75,20.85,21.9,-9640.388016,-16674.336,-11025.504,0,0,0.11,-1.07
+28/08/2013,0,6.2,0.2,2.4,0,0,0,0,0.4,0,-12.91,-5.68,-2.62,-8.14,-4.16,22.1,15.65,21.2,22.4,-9640.388016,-16674.336,-11025.504,0,0,0.11,-1.06
+29/08/2013,0.2,0,0,0,0,0,0,1.2,7.6,0,-12.94,-5.7,-2.61,-8.12,-4.17,23.3,18.85,22.9,23.7,-9640.388016,-16674.336,-11025.504,0,0,0.11,-1.06
+30/08/2013,0,0,0,0,0,0,0,5.6,0,0,-12.94,-5.74,-2.68,-8.18,-4.19,23.6,19.65,23.85,23.95,-9640.388016,-16674.336,-11025.504,0,0,0.1,-1.07
+31/08/2013,0,0,0,0,0,0,0,0,0,0,-12.95,-5.73,,-8.23,-4.2,22.55,19.55,23.15,23.3,-9640.388016,-16674.336,-11025.504,0,0,0.1,-1.08
+01/09/2013,0,0,0,0,0,0,0,0,0.2,0,-12.95,-5.71,,-8.23,-4.21,23.25,20.1,23.6,23.45,-8725.104,-15964.56,-10905.9696,0,0,0.1,-1.08
+02/09/2013,0,0,0,0,0,0,0,0,0,0,-12.98,-5.73,,-8.19,-4.23,22.9,19.65,23.65,23.9,-9184.32,-16804.8,-11479.968,0,0,0.1,-1.08
+03/09/2013,0,0,0,0,0,0,0,0,0,0,-13,-5.76,,-8.28,-4.23,24,21.05,24,23.85,-9184.32,-16804.8,-11479.968,0,0,0.12,-1.07
+04/09/2013,0,0,0,0,0,0,0,0,0,0,-12.99,-5.77,,-8.2,-4.24,24.8,23.1,25.95,25.45,-9184.32,-16804.8,-11479.968,0,0,0.12,-1.08
+05/09/2013,0,0,0,0,0,0,0,0,0,0,-12.97,-5.79,,-8.25,-4.25,23.75,21.6,24.1,24.55,-9184.32,-16804.8,-11479.968,0,0,0.11,-1.09
+06/09/2013,0,0,0,0,0,0,0,1.2,0,0,-12.96,-5.8,,-8.31,-4.25,23.3,21.2,24.2,24.2,-9184.32,-16804.8,-11479.968,0,0,0.11,-1.07
+07/09/2013,0,0,0,0,0,0,0,0,0,0,-13,-5.81,-2.93,-8.35,-4.26,23.35,20.85,24.05,24.1,-9184.32,-16804.8,-11479.968,0,0,0.12,-1.08
+08/09/2013,0,0,0,10.6,0,0,0,0,42.4,0,-13.02,-5.8,-2.87,-8.44,-4.27,22.25,17.85,21.8,22.45,-8725.104,-15964.56,-10905.9696,0,0,0.14,-1.03
+09/09/2013,24.8,6.2,39.8,5.6,30,25.6,49.4,8,7,75.4,-12.99,-5.78,-2.76,-8.27,-4.28,22.45,16.2,21.55,24.45,-9184.32,-16804.8,-11479.968,0,0,0.15,-1.08
+10/09/2013,1.2,0,0,8.4,0.6,1.6,0.6,0,9.2,2.8,-12.97,-5.78,-2.78,-8.19,-4.33,20.5,15.35,20.7,21.8,-9184.32,-16804.8,-11479.968,0,0,0.14,-1.07
+11/09/2013,19.2,2.6,14.6,1.8,8.6,17.2,20,5.2,17.4,22.2,-12.94,-5.77,,-8.21,-4.35,20.6,14.25,19.45,21.15,-9184.32,-16804.8,-11479.968,0,0,0.13,-1.06
+12/09/2013,14,3.6,0,0.2,25.6,23.6,20,8,9.4,41,-12.95,-5.76,,-8.15,-4.32,19.75,14.05,18.9,20.7,-9184.32,-16804.8,-11479.968,0,0,0.16,-1.04
+13/09/2013,0,0,0.2,0,0.4,0,3.4,1,0.4,0,-12.98,-5.76,,-8.17,-4.31,19.55,14.65,18.9,20.1,-9184.32,-16804.8,-11479.968,0,0,0.14,-1.08
+14/09/2013,0,0,0,0,0,0,0.2,0,0,0,-12.98,-5.76,,-8.17,-4.31,19.05,14.85,18.75,19.85,-9184.32,-16804.8,-11479.968,0,0,0.13,-1.09
+15/09/2013,0,0,0.2,4.4,0.2,0.6,0,0,18.6,0,-12.93,-5.74,,-8.09,-4.37,17.9,13.65,16.65,18.3,-8725.104,-15964.56,-10905.9696,0,0,0.16,-1.04
+16/09/2013,24.8,31.2,8.8,0.4,32.4,30.2,28.6,5.4,2.6,48,-12.89,-5.71,,-7.97,-4.39,18.8,12.7,18.4,19.7,-9184.32,-16804.8,-11479.968,0,0,0.19,-1.04
+17/09/2013,3.6,0.2,1.8,0,6,6.8,4.6,0.6,1.6,4.6,-12.85,-5.74,,-7.94,-4.47,19.05,12.85,19.45,20.8,-9184.32,-16804.8,-11479.968,0,0,0.15,-1.07
+18/09/2013,0,0,0,0.2,0,0,0.2,0,0.6,0,-12.88,-5.75,,-7.97,-4.43,17.1,12.55,17.25,18.1,-9184.32,-16804.8,-11479.968,0,0,0.16,-1.08
+19/09/2013,0.2,1.8,2.4,0,1.2,4,1.2,0.8,0.8,2.6,-12.88,-5.73,-2.66,-7.96,-4.46,20.1,15.15,20.9,21.6,-9184.32,-16804.8,-11479.968,0,0,0.15,-1.09
+20/09/2013,0,0,0,0.2,0,0,0,0,0,0,-12.94,-5.75,-2.69,-8.02,-4.39,20.2,16.6,20.75,21,-9184.32,-16804.8,-11479.968,0,0,0.13,-1.1
+21/09/2013,0,0,0,0,0,0,0,0,0,0,-12.99,-5.77,-2.73,-8.11,-4.36,19.5,16.95,20.6,21.15,-9184.32,-16804.8,-11479.968,0,0,0.14,-1.1
+22/09/2013,0,0,0,0.2,0,0,0,0,0,0,-13.01,-5.75,-2.74,-8.17,-4.35,20.5,16.95,21,20.9,-8725.104,-15964.56,-10905.9696,0,0,0.14,-1.11
+23/09/2013,0,0,0,0,0,0,0,0,0,0,-12.98,-5.75,-2.69,-8.1,-4.38,19.2,16.95,20.35,20.45,-9184.32,-16804.8,-11479.968,0,0,0.14,-1.1
+24/09/2013,0,0,0,0,0,0,0,0,0,0,-12.96,-5.76,-2.72,-8.11,-4.41,18.2,15.3,18.5,19.8,-9184.32,-16804.8,-11479.968,0,0,0.17,-1.1
+25/09/2013,0,0,0,0.2,0,0,0,0,0,0,-12.95,-5.75,,-8.12,-4.41,18.75,14.9,19.3,18.9,-9184.32,-16804.8,-11479.968,0,0,0.14,-1.11
+26/09/2013,0,0,0,0,0,0,0,0,1,0,-12.95,-5.76,,-8.18,-4.42,19.85,14.5,19.4,20.55,-9184.32,-16804.8,-11479.968,0,0,0.15,-1.07
+27/09/2013,0,0,0,0,0,0.2,0,0,0,0,-12.94,-5.77,,-8.17,-4.43,20.05,14.55,19.65,21.15,-9184.32,-16804.8,-11479.968,0,0,0.15,-1.04
+28/09/2013,0,0,0.2,0,0,0,0,0,0,0,-12.92,-5.78,,-8.23,-4.44,22.05,16.65,22.25,22.9,-9184.32,-16804.8,-11479.968,0,0,0.15,-1.04
+29/09/2013,18.2,14.6,1.2,63.8,21.2,20,17.8,16.4,46.4,17,-12.87,-5.74,,-8.12,-4.39,17.35,13.9,17.25,18.1,-8725.104,-15964.56,-10905.9696,0,0,0.27,-0.89
+30/09/2013,33.4,55.8,64,1.8,33.6,23,38.6,24.6,4,45.4,-12.82,-5.68,,-7.95,-4.36,18.4,13.45,18.45,18.9,-9184.32,-16804.8,-11479.968,0,0,0.25,-1
+01/10/2013,7,2,0.8,0,7,7.2,22.4,11,0.2,14.6,-12.86,-5.69,,-7.96,-4.34,18.4,13.85,18.5,19.2,-9120.384,-16212.96,-12044.16,0,0,0.18,-0.99
+02/10/2013,0,0,0,0,0,0,0,0,0,0,-12.9,-5.73,,-7.99,-4.33,19.45,14.9,19.55,20.4,-9120.384,-16212.96,-12044.16,0,0,0.15,-1.03
+03/10/2013,0,0,0,0,0,0,0,0,0,0,-12.96,-5.71,,-8.06,-4.32,17.6,13.55,17.1,18.6,-9120.384,-16212.96,-12044.16,0,0,0.12,-1.08
+04/10/2013,0,0,0.2,0.2,0,0,0,0,0.4,0,-12.96,-5.71,,-8.07,-4.48,18,12.85,17.8,18.55,-9120.384,-16212.96,-12044.16,0,0,0.14,-1.09
+05/10/2013,13.4,11.2,13.2,34,10.8,11.8,15.6,6.6,21,15.4,-12.91,-5.72,,-8.06,-4.51,15.65,12.75,15.55,16.6,-9120.384,-16212.96,-12044.16,0,0,0.23,-1.06
+06/10/2013,22.6,4.2,8.8,0,8.6,6.6,14.4,23.6,2.8,21.6,-12.88,-5.74,,-8.02,-4.53,19.75,14.05,19.5,20.15,-8664.3648,-15402.312,-11441.952,0,0,0.22,-1.08
+07/10/2013,0,0,0.4,3.8,0.2,0.4,0,10.2,2.6,0.4,-12.89,-5.68,,-7.94,-4.51,17.85,13.65,18,18.55,-9120.384,-16212.96,-12044.16,0,0,0.22,-1.09
+08/10/2013,1.4,0.4,1.6,0,0.2,0.4,1.4,12.6,0,0.8,-12.89,-5.69,,-7.89,-4.51,17.95,13.75,18.95,18.7,-9120.384,-16212.96,-12044.16,0,0,0.19,-1.09
+09/10/2013,2.4,0,0,0,13.4,1.4,0,0,6.2,0,-12.86,-5.69,,-7.87,-4.53,17.4,12.9,17.4,18.45,-9120.384,-16212.96,-12044.16,0,0,0.16,-1.09
+10/10/2013,8,39.2,18.2,11.8,30.4,27,25.6,14.2,29.2,24.8,-12.79,-5.7,,-7.77,-4.57,17,11.45,16.5,17.35,-9120.384,-16212.96,-12044.16,0,0,0.22,-1.02
+11/10/2013,15,0.4,2.6,0,6.4,2.8,4.8,69.6,0.4,5,-12.81,-5.7,,-7.8,-4.51,15.75,9.45,14.2,16,-9120.384,-16212.96,-12044.16,0,0,0.19,-1.06
+12/10/2013,6,4.8,4,1.6,4.2,2.6,3.8,0,4.6,8.2,-12.85,-5.75,,-7.88,-4.44,14,9.75,14.5,14.2,-9120.384,-16212.96,-12044.16,0,0,0.19,-1.02
+13/10/2013,0,0,0,0.2,0.2,0,0,0,0,0,-12.87,-5.71,,-7.88,-4.4,12.9,11.55,14.55,13.65,-8664.3648,-15402.312,-11441.952,0,0,0.16,-1.02
+14/10/2013,0,0,0.8,7.4,0,0.2,0,0.2,7.2,0.2,-12.85,-5.7,,-7.81,-4.41,14.05,12.35,14.4,14.45,-9120.384,-16212.96,-12044.16,0,0,0.17,-1.01
+15/10/2013,9.6,8.6,10.6,7,16.8,10,16.8,2.2,3.8,15.8,-12.81,-5.71,,-7.78,-4.46,17.55,12.15,17.15,17.4,-9120.384,-16212.96,-12044.16,0,0,0.18,-1
+16/10/2013,3.6,36.2,38.6,22,2.4,2.4,3.4,0.2,2,6.8,-12.74,-5.71,,,-4.53,17.3,14.4,17.55,17.55,-9120.384,-16212.96,-12044.16,0,0,0.19,-1.01
+17/10/2013,0,0.2,0,0,0,0,0,0,0,0,-12.79,-5.7,,,-4.46,16.8,14.5,17.1,16.45,-9120.384,-16212.96,-12044.16,0,0,0.19,-1.03
+18/10/2013,0,0,0,0.4,0,0,0,0,0,0.2,-12.81,-5.7,,,-4.45,16.45,13.8,16.9,16.6,-9120.384,-16212.96,-12044.16,0,0,0.18,-1.03
+19/10/2013,0,0,0.2,0,0,0,0,0,0,0,-12.84,-5.72,,,-4.42,17.7,13.2,17.5,17.2,-9120.384,-16212.96,-12044.16,0,0,0.19,-1.02
+20/10/2013,0,0,0,3.6,0,0,0,0,74.4,0,-12.86,-5.71,,,-4.41,16.05,14.05,16.05,16.15,-8664.3648,-15402.312,-11441.952,0,0,0.21,-1.02
+21/10/2013,318.8,33,22.2,23,165.8,84.4,209,116.6,147,180.6,-12.84,-5.62,,,-2.84,17.45,14.65,16.8,17.5,-9120.384,-16212.96,-12044.16,0,0,1.46,2.84
+22/10/2013,6.4,13.8,5.6,0.2,33.6,39,10,10.8,0.6,6.8,-12.83,-5.44,,,-2.63,20.5,15.2,19.75,20.25,-9120.384,-16212.96,-12044.16,0,0,0.78,0.94
+23/10/2013,0,0,0,0,0,0,0,2,14.8,0,-12.81,-5.37,,,-3.04,20.7,14.65,20,20.9,-9120.384,-16212.96,-12044.16,0,0,0.59,0.05
+24/10/2013,22.8,62.8,39.6,46,33,23.6,38.2,11.8,17.4,41.6,-12.8,-5.06,,,-3.13,19.7,14.5,19.35,19.6,-9120.384,-16212.96,-12044.16,0,0,0.67,0.27
+25/10/2013,0.2,0.2,0,0.2,0.8,0.6,0.2,0.8,0,0.6,-12.81,-5.27,-1.27,,-3.25,20,15.45,20.05,20,-9120.384,-16212.96,-12044.16,0,0,0.53,-0.17
+26/10/2013,0,0,0.2,0,0.2,0.2,0,0.2,0,0,-12.82,-5.28,-1.48,,-3.49,19,15.15,19.4,18.95,-9120.384,-16212.96,-12044.16,0,0,0.44,-0.64
+27/10/2013,0,0,0,0,0,0,0,0,0.6,0,-12.81,-5.27,-1.6,,-3.64,17.2,14.4,18.25,18.7,-8664.3648,-15402.312,-11441.952,0,0,0.39,-0.71
+28/10/2013,0.8,0,0.6,0.2,1.6,0,0.2,0.8,0.2,1,-12.78,-5.27,-1.7,,-3.78,19.65,14.7,19.45,19.9,-9120.384,-16212.96,-12044.16,0,0,0.34,-0.78
+29/10/2013,0.4,0,0.4,0,0,0,0.4,1.8,3,1,-12.76,-5.29,-1.8,,-3.89,20.35,14.55,19.6,20.55,-9120.384,-16212.96,-12044.16,0,0,0.34,-0.82
+30/10/2013,3.2,0,0.2,0,0,0,0.8,5.4,0,0.6,-12.76,-5.31,-1.81,,-3.92,18.75,14.8,19.05,19.25,-9120.384,-16212.96,-12044.16,0,0,0.29,-0.83
+31/10/2013,0,0.2,0,0,0,0,0.2,0,0,0,-12.8,-5.34,-1.88,,-3.88,15.95,13.25,17.45,17,-9120.384,-16212.96,-12044.16,0,0,0.26,-0.84
+01/11/2013,0,0,0.2,0.2,0,0,0,0,0.2,0.2,-12.79,-5.38,-1.95,,-3.91,15.15,13.15,16.65,15.3,-7978.176,-16396.992,-11818.656,0,0,0.23,-0.86
+02/11/2013,2.8,0.8,2.2,2,3.8,1,2.8,0,1.8,6.4,-12.76,-5.42,-1.89,,-3.97,15.45,12.3,15.45,15.45,-7978.176,-16396.992,-11818.656,0,0,0.24,-0.86
+03/11/2013,13.2,7.8,2,0.2,2.2,4.8,13.4,4.6,25.6,19.6,-12.72,-5.44,-1.86,,-4.01,18,12.15,17.4,18.4,-7579.2672,-15577.1424,-11227.7232,0,0,0.32,-0.68
+04/11/2013,7.2,0,0,16,0.4,0.6,6.2,7.4,16,4.4,-12.66,-5.41,-1.83,,-3.97,15.5,9.75,15.4,15.9,-7978.176,-16396.992,-11818.656,0,0,0.44,-0.58
+05/11/2013,22.8,21.8,27.2,3,20,15.4,6.2,1.6,5.6,30,-12.61,-5.37,-1.53,,-3.94,14.4,9.55,14.9,15.3,-7978.176,-16396.992,-11818.656,0,0,0.5,-0.28
+06/11/2013,0,0,0.2,0.2,0,0,0,0,0.2,0.2,-12.69,-5.35,-1.62,,-3.93,15.1,10.55,15.8,15,-7978.176,-16396.992,-11818.656,0,0,0.41,-0.78
+07/11/2013,0.2,0,0,0,0,0,3.8,0,0,0.2,-12.76,-5.36,-1.72,,-3.94,15.35,13.3,16.1,15.05,-7978.176,-16396.992,-11818.656,0,0,0.37,-0.87
+08/11/2013,1.2,0.6,0,0,1,0,0.6,0,2.8,1.2,-12.76,-5.37,-1.77,,-3.99,16.65,12.55,16.15,17,-7978.176,-16396.992,-11818.656,0,0,0.36,-0.88
+09/11/2013,36.6,0.2,5,5.4,7.2,3.8,34.2,1.2,13,31.4,-12.73,-5.4,-1.67,,-4.01,18.45,11.05,17.2,18.2,-7978.176,-16396.992,-11818.656,0,0,0.42,-0.55
+10/11/2013,3.8,1.6,7.2,21.8,2,2.6,2,1.4,17.4,3.8,-12.67,-5.37,-1.49,,-4.05,12.25,7.8,12.35,13.05,-7579.2672,-15577.1424,-11227.7232,0,0,0.41,-0.76
+11/11/2013,4.8,18.6,25.8,0.6,13.8,16.8,6.8,1.2,9.4,15.6,-12.69,-5.34,-1.25,,-4.07,11.8,6.65,12.35,12.95,-7978.176,-16396.992,-11818.656,0,0,0.38,-0.84
+12/11/2013,0,0,0,0,0,0,0,6.8,5.6,0,-12.75,-5.35,-1.34,-6.81,-4.04,14.95,9.2,14.45,14.45,-7978.176,-16396.992,-11818.656,0,0,0.37,-0.93
+13/11/2013,0,0,0,0,0,0,0,0,0.8,0,-12.75,-5.34,-1.44,-6.82,-4.06,15.75,12.1,16,15.65,-7978.176,-16396.992,-11818.656,0,0,0.36,-0.94
+14/11/2013,0,0,0,0.6,0,0,0,0,12.2,0,-12.73,-5.34,-1.54,-6.8,-4.1,14.1,9.7,13.3,14.35,-7978.176,-16396.992,-11818.656,0,0,0.34,-0.95
+15/11/2013,4.4,2.2,6,2.8,5,3.8,3.2,1,12.6,5.4,-12.72,-5.35,-1.57,-6.7,-4.11,13.2,7.45,12.7,13.2,-7978.176,-16396.992,-11818.656,0,0,0.35,-0.94
+16/11/2013,0,0,0.2,0,0,0,0,3.8,5.6,0,-12.76,-5.38,-1.57,-6.77,-4.06,13,9.45,13.5,14.35,-7978.176,-16396.992,-11818.656,0,0,0.29,-0.97
+17/11/2013,0,0,0,0,0,0,0,0,13.6,0,-12.75,-5.39,-1.59,-6.78,-4.07,12.1,7.45,11,11.9,-7579.2672,-15577.1424,-11227.7232,0,0,0.26,-0.96
+18/11/2013,0.8,0.6,1.2,0,0.4,0.2,0.8,0,12.4,1.4,-12.68,-5.39,-1.65,-6.65,-4.17,13.45,8.95,13.85,14.15,-7978.176,-16396.992,-11818.656,0,0,0.27,-0.96
+19/11/2013,3,2.4,3.4,3.8,4.6,4.2,3.2,4.4,15.4,5.2,-12.6,-5.4,-1.78,-6.59,-4.28,12.85,8.95,13.55,13.5,-7978.176,-16396.992,-11818.656,0,0,0.27,-0.96
+20/11/2013,9.6,0.6,3,4.6,4,0.8,3.4,3.8,2.6,8.6,-12.61,-5.42,-1.77,-6.59,-4.26,10.2,5.35,11.05,10.8,-7978.176,-16396.992,-11818.656,0,0,0.28,-0.97
+21/11/2013,14.4,11.2,7.6,45,24.4,10.2,13.4,0,3.8,19.6,-12.57,-5.45,-1.38,-6.54,-4.25,7.7,2.4,7.2,8.05,-7978.176,-16396.992,-11818.656,0,0,0.38,-0.72
+22/11/2013,49.4,46.6,27.4,5,58.4,46.4,56.4,0.4,2.6,54.8,-12.55,-5.43,-0.81,-6.36,-3.94,7.75,2.05,6.95,6.95,-7978.176,-16396.992,-11818.656,0,0,0.55,-0.21
+23/11/2013,0.2,5.6,17.2,4.6,1.4,3.6,0.8,42.4,0.8,3.2,-12.55,-5.32,-0.92,-6.26,-3.9,7.05,2.4,7.25,7.55,-7978.176,-16396.992,-11818.656,0,0,0.48,-0.44
+24/11/2013,0,1.2,1,0,0.6,0.4,0.2,13.2,0,0.4,-12.62,-5.26,-1.14,-6.25,-3.88,8.9,5,9.4,8.75,-7579.2672,-15577.1424,-11227.7232,0,0,0.42,-0.78
+25/11/2013,0,0.2,0,0,0,0,0,2.4,0,0,-12.68,-5.23,-1.26,-6.21,-3.88,5.85,3.4,6.4,7.05,-7978.176,-16396.992,-11818.656,0,0,0.4,-0.9
+26/11/2013,0,0,0,0,0,0,0,1.6,0,0,-12.73,-5.23,-1.27,-6.25,-3.84,3.35,0.3,4.7,4.25,-7978.176,-16396.992,-11818.656,0,0,0.38,-0.92
+27/11/2013,0,0,0,0,0,0,0,0,0,0,-12.77,-5.23,-1.29,-6.35,-3.83,2.2,-1.3,3.5,3.7,-7978.176,-16396.992,-11818.656,0,0,0.34,-0.93
+28/11/2013,0,0,0,0,0,0,0,0.8,0,0,-12.78,-5.25,-1.34,,-3.84,4.6,1.65,5.8,5.2,-7978.176,-16396.992,-11818.656,0,0,0.3,-0.94
+29/11/2013,0,0,0,0,0,0,0,0,0,0,-12.75,-5.28,-1.41,-6.34,-4,4.2,3.35,6.1,4.05,-7978.176,-16396.992,-11818.656,0,0,0.27,-0.94
+30/11/2013,0.4,0,0,0,1.4,1,0.6,0,0.6,2.6,-12.68,-5.3,-1.54,-6.37,-4.11,4.35,3,5.4,5.05,-7978.176,-16396.992,-11818.656,0,0,0.26,-0.95
+01/12/2013,1.2,0,0,0,1,0.2,0.8,3.2,0.2,1.6,-12.68,-5.31,-1.61,-6.33,-4.16,7.65,4.15,7.45,7.55,-8331.12,-15600.61728,-11290.104,0,0,0.26,-0.96
+02/12/2013,0,0,0,0,0,0,0,2.6,0,0.4,-12.72,-5.33,-1.58,,-4.15,11.4,4.9,8.65,9.75,-8769.6,-16421.7024,-11884.32,0,0,0.26,-0.96
+03/12/2013,0,0,0,0,0,0,0,0,0,0,-12.75,-5.34,-1.51,-6.36,-4.07,6.4,6.6,7.75,7.2,-8769.6,-16421.7024,-11884.32,0,0,0.25,-0.97
+04/12/2013,0,0,0,0,0,0,0,0,0,0,-12.74,-5.36,-1.57,,-4.09,5,8.8,7.25,5.2,-8769.6,-16421.7024,-11884.32,0,0,0.24,-0.97
+05/12/2013,0,0.2,0,0.2,0,0,0,0,0,0,-12.72,-5.38,-1.61,,-4.12,4.4,6,5.7,4.85,-8769.6,-16421.7024,-11884.32,0,0,0.24,-0.97
+06/12/2013,0,0,0,0,0,0,0.2,0,0,0,-12.69,-5.39,-1.62,,-4.2,5,5.25,7.45,6.1,-8769.6,-16421.7024,-11884.32,0,0,0.24,-0.97
+07/12/2013,0.2,0,0,0.2,0,0,0.4,0.2,0,0.2,-12.73,-5.42,-1.68,,-4.15,5.85,6.3,7,5.8,-8769.6,-16421.7024,-11884.32,0,0,0.24,-0.97
+08/12/2013,0,0.2,0,0.2,0,0,0,0,0,0.2,-12.76,-5.42,-1.66,,-4.11,5.4,6.8,7.8,6.05,-8331.12,-15600.61728,-11290.104,0,0,0.23,-0.98
+09/12/2013,0.2,0.2,0,0.2,0.2,0,0.2,0,0,0.2,-12.78,-5.43,-1.56,,-4.11,4.3,6.8,6.65,5.15,-8769.6,-16421.7024,-11884.32,0,0,0.23,-0.98
+10/12/2013,0.2,0,0.2,0.2,0,0,0.2,0,0,0.2,-12.79,-5.45,-1.57,,-4.12,6.35,9.75,8.45,6.3,-8769.6,-16421.7024,-11884.32,0,0,0.23,-0.98
+11/12/2013,0,0,0,0.2,0,0,0,0,0,0,-12.79,-5.46,-1.58,,-4.15,5.85,8.8,6.3,5.9,-8769.6,-16421.7024,-11884.32,0,0,0.21,-0.99
+12/12/2013,0.2,0.2,0,0,0,0,0.4,0,0,0,-12.76,-5.47,-1.61,,-4.19,6.65,6.7,7.7,6.45,-8769.6,-16421.7024,-11884.32,0,0,0.22,-0.99
+13/12/2013,0.2,0.2,0.2,0,0.4,0,0.2,0,0.2,0.2,-12.72,-5.49,-1.67,,-4.24,4.45,4.85,5.45,5,-8769.6,-16421.7024,-11884.32,0,0,0.22,-0.99
+14/12/2013,0,0,0.2,0,0,0,0,0,0,0.2,-12.73,-5.5,-1.74,,-4.26,7.15,5.25,7.25,6.95,-8769.6,-16421.7024,-11884.32,0,0,0.22,-0.98
+15/12/2013,0,0,0,0,0,0,0,0,0.2,0,-12.76,-5.51,-1.68,,-4.23,7.8,7.5,9.35,8.35,-8331.12,-15600.61728,-11290.104,0,0,0.22,-0.99
+16/12/2013,0,0,0,0.2,0,0,0.2,0,0,0,-12.78,-5.52,-1.6,,-4.2,6.4,11.4,7.85,6.15,-8769.6,-16421.7024,-11884.32,0,0,0.2,-0.99
+17/12/2013,0.2,0,0,0.6,0,0,0.2,0,0,0,-12.75,-5.53,-1.64,,-4.24,4.6,11.3,8.05,5.55,-8769.6,-16421.7024,-11884.32,0,0,0.2,-1
+18/12/2013,0,0.2,0,0,0,0,0.2,0,0,0,-12.72,-5.54,-1.68,,-4.27,3.2,6.45,5.35,3.8,-8769.6,-16421.7024,-11884.32,0,0,0.2,-1
+19/12/2013,0,0.2,0,0.2,0,0,0,0,0,0,-12.69,-5.55,-1.75,,-4.34,3.9,4.65,5.4,4.65,-8769.6,-16421.7024,-11884.32,0,0,0.19,-0.99
+20/12/2013,0.4,0,0,0.6,0.6,0,0.8,0,0.2,0.4,-12.72,-5.57,-1.78,,-4.35,10.75,6.2,11.25,10.5,-8769.6,-16421.7024,-11884.32,0,0,0.18,-1
+21/12/2013,6,1.4,0.6,1,3,1.2,2.2,4,0,3.2,-12.79,-5.58,-1.77,,-4.3,10.8,8.1,11.3,11.55,-8769.6,-16421.7024,-11884.32,0,0,0.2,-0.98
+22/12/2013,3.8,0,0.6,12.6,3.2,0.6,2.6,0,0,1,-12.77,-5.58,-1.72,,-4.29,7.35,7.35,8.8,8.95,-8331.12,-15600.61728,-11290.104,0,0,0.23,-0.99
+23/12/2013,1.4,24.8,17,6.2,10,11.2,1.2,0,0.2,3.4,-12.72,-5.57,-1.63,,-4.3,8.35,6.25,7.85,8.75,-8769.6,-16421.7024,-11884.32,0,0,0.25,-0.99
+24/12/2013,1,0.2,0.2,0,4.2,2,1.6,0,0.2,3.6,-12.67,-5.57,-1.72,,-4.35,8.35,6.65,7.9,8.25,-8769.6,-16421.7024,-11884.32,0,0,0.3,-0.99
+25/12/2013,23.8,0.2,2.8,4.2,7,1,10.2,4.4,2.6,17.8,-12.57,-5.55,-1.82,,-4.44,12.2,7.5,12.05,12.25,-8769.6,-16421.7024,-11884.32,0,0,0.41,-0.63
+26/12/2013,137.8,21,20.6,15.6,102.8,16.6,57.6,112.6,0.6,95.2,-12.46,-5.46,-1.22,,-3.46,8.7,5.2,9.45,9.7,-8769.6,-16421.7024,-11884.32,0,0,1.35,2.58
+27/12/2013,16,10.2,20.2,0.2,25.4,8.6,11,0.4,0,21.4,-12.59,-5.38,-1.01,,-3.04,6.7,6.15,9.3,8,-8769.6,-16421.7024,-11884.32,0,0,0.84,0.94
+28/12/2013,0.2,0.2,0,0.4,0,0,0.2,0,0.4,0.2,-12.64,-5.35,-1.1,,-3.27,6.6,6.5,9,7.55,-8769.6,-16421.7024,-11884.32,0,0,0.59,0.02
+29/12/2013,26.8,6,14.4,11,23.8,10,26.4,1.2,0.2,21.6,-12.65,-5.33,-1.19,,-3.39,9.3,6.1,9.5,9.3,-8331.12,-15600.61728,-11290.104,0,0,0.6,0.07
+30/12/2013,0.2,0,0,0.2,0.4,0,0,0,0,0.2,-12.7,-5.32,-1.16,,-3.36,8.15,4.75,8.55,8.1,-8769.6,-16421.7024,-11884.32,0,0,0.55,-0.11
+31/12/2013,0,0,0,0,0,0,0.2,0.2,0,0,-12.68,-5.33,-1.28,,-3.44,5.7,4.05,7.55,5.75,-8769.6,-16421.7024,-11884.32,0,0,0.52,-0.25
+01/01/2014,0,0.2,0,0,0,0,0,0,0,0,-12.68,-5.32,-1.29,,-3.54,4.55,4.15,5.8,4.55,-8311.68,-16453.152,-11924.064,-5087.258065,-3680.83871,0.47,-0.5
+02/01/2014,2.8,0.4,0,0.2,2,0.8,1.8,0,0.8,3.2,-12.65,-5.32,-1.27,,-3.71,6.05,5.6,6.8,7.05,-8311.68,-16453.152,-11924.064,-5087.258065,-3680.83871,0.48,-0.51
+03/01/2014,36.6,33.2,44.2,45.4,78.2,40.6,35.2,1.4,0.2,50.8,-12.65,-5.29,-0.72,,-3.55,10.5,7.95,10.3,10.35,-8311.68,-16453.152,-11924.064,-5087.258065,-3680.83871,0.64,0.15
+04/01/2014,12.2,15.4,25.6,11,23.6,10.2,14.2,0,1.2,24,-12.61,-5.25,-0.77,,-3.42,12.45,8.75,12.1,12.65,-8311.68,-16453.152,-11924.064,-5087.258065,-3680.83871,0.8,0.79
+05/01/2014,132,30.2,27.2,25,138,39.8,66,18,0.8,144.6,-12.53,-5.12,-0.44,,-2.13,8.9,6.3,9.95,10,-7896.096,-15630.4944,-11327.8608,-4832.895161,-3496.796774,1.67,3.39
+06/01/2014,9.6,7.4,12.4,1.6,27.6,8.6,11.4,0.8,0,9.8,-12.64,-4.9,-0.64,,-1.96,8.3,7.6,10.35,8.85,-8311.68,-16453.152,-11924.064,-5087.258065,-3680.83871,1.06,1.46
+07/01/2014,0.2,0.2,0,0.2,0,0,0,0,0,0.2,-12.68,-4.8,-0.7,,-2.22,7.8,6.9,9.2,8.3,-8311.68,-16453.152,-11924.064,-5087.258065,-3680.83871,0.77,0.61
+08/01/2014,0,0,0,0.2,0,0,0.2,0,0.4,0,-12.69,-4.79,-0.79,,-2.47,7.3,6.05,9.4,7.95,-8311.68,-16453.152,-11924.064,-5087.258065,-3680.83871,0.64,0.19
+09/01/2014,0,0.2,0.2,0,0,0,0,0,0,0.2,-12.66,-4.8,-0.96,,-2.76,9.4,6.45,9.85,9.8,-8311.68,-16453.152,-11924.064,-5087.258065,-3680.83871,0.56,-0.07
+10/01/2014,0,0,0.4,0.2,0,0,0,0,0,0,-12.64,-4.83,-1.07,,-3,9.7,6.9,10.3,10.1,-8311.68,-16453.152,-11924.064,-5087.258065,-3680.83871,0.52,-0.27
+11/01/2014,0.2,0.4,1.6,0.2,4.2,1.8,0.4,0,0.6,1.2,-12.64,-4.88,-1.17,,-3.18,12,6.85,11.8,11.85,-8311.68,-16453.152,-11924.064,-5087.258065,-3680.83871,0.48,-0.41
+12/01/2014,0,0,0,0,0,0,0,0,0,0,-12.64,-4.91,-1.28,,-3.29,10.2,8.25,11.1,11.3,-7896.096,-15630.4944,-11327.8608,-4832.895161,-3496.796774,0.48,-0.46
+13/01/2014,0,0,0,0.2,0,0,0,0,5.2,0,-12.61,-4.94,-1.42,,-3.43,6.05,6.45,6,7.3,-8311.68,-16453.152,-11924.064,-5087.258065,-3680.83871,0.45,-0.61
+14/01/2014,47.8,44.8,54.4,35.8,96.2,39.6,43.4,1.2,38.6,64.8,-12.52,-4.93,-0.97,,-3.36,11.05,5.55,9.75,10.6,-8311.68,-16453.152,-11924.064,-5087.258065,-3680.83871,0.72,0.39
+15/01/2014,4,6.2,6.8,8.2,11.2,6,6.8,0,0.6,7,-12.54,-4.87,-0.84,,-3.1,8.55,4.8,9.55,9.1,-8311.68,-16453.152,-11924.064,-5087.258065,-3680.83871,0.67,0.24
+16/01/2014,0.2,0.2,0,0.2,0.4,0.2,0.2,0,9,0,-12.56,-4.84,-0.92,,-3.13,6.6,4.95,7.75,7.2,-8311.68,-16453.152,-11924.064,-5087.258065,-3680.83871,0.6,0.02
+17/01/2014,49.2,7.2,3.4,4,33.8,12.2,23.2,1.4,58.4,48.4,-12.51,-4.83,-0.82,,-2.91,10.1,7.2,10.35,10.95,-8311.68,-16453.152,-11924.064,-5087.258065,-3680.83871,1.01,1.35
+18/01/2014,102.2,83.2,68.6,45.2,153.6,73.2,87.4,20.2,88.4,128.2,-12.46,-4.61,-0.24,,-1.79,11.2,7.55,10.9,11.2,-8311.68,-16453.152,-11924.064,-5087.258065,-3680.83871,1.56,2.96
+19/01/2014,97.8,47.2,21,6.6,93.6,43.6,62.8,2.4,19,96.2,-12.4,-4.22,-0.62,,-1.03,11.85,6.6,11.35,11.55,-7896.096,-15630.4944,-11327.8608,-4832.895161,-3496.796774,1.73,3.26
+20/01/2014,31.8,32.8,18.8,12.4,19.6,10.4,13.2,6.6,4,36.8,-12.38,-4.01,-0.83,,-1.37,10.9,7.5,11.05,10.7,-8311.68,-16453.152,-11924.064,-5087.258065,-3680.83871,1.25,1.9
+21/01/2014,0.4,0,0,1.2,1.4,0.2,2,2.8,0,0.2,-12.41,-4.01,-0.92,,-1.67,9.45,6.65,10.2,10.25,-8311.68,-16453.152,-11924.064,-5087.258065,-3680.83871,0.98,1.17
+22/01/2014,4.4,1.2,0.4,0.6,6,1.6,2.8,0,1.2,4.4,-12.46,-4.08,-0.93,,-1.85,8,5,8.95,9.05,-8311.68,-16453.152,-11924.064,-5087.258065,-3680.83871,0.82,0.72
+23/01/2014,1.8,0,0.2,0.2,0.4,0,0.8,0,7,3.2,-12.47,-4.17,-0.95,,-2.05,5.5,4.9,7.45,6.85,-8311.68,-16453.152,-11924.064,-5087.258065,-3680.83871,0.71,0.34
+24/01/2014,9.8,6.8,12.4,10.8,16.8,8.4,9.2,10.2,3.8,8,-12.4,-4.25,-1.02,,-2.36,6.55,3.2,7.1,7.35,-8311.68,-16453.152,-11924.064,-5087.258065,-3680.83871,0.64,0.13
+25/01/2014,2.4,0,0.4,0.2,0.4,0,0.6,33.4,0,1.6,-12.43,-4.34,-1.07,,-2.5,6.15,4.6,6.1,6.7,-8311.68,-16453.152,-11924.064,-5087.258065,-3680.83871,0.58,-0.06
+26/01/2014,0,0.2,0.2,0.2,0,0,0,0,0,0,-12.42,-4.4,-1.13,,-2.65,6.9,5.4,8.5,7.95,-7896.096,-15630.4944,-11327.8608,-4832.895161,-3496.796774,0.55,-0.19
+27/01/2014,3.2,6,6.4,3.2,4.6,4.4,3.2,0,8.6,5,-12.36,-4.45,-1.19,,-2.83,3.15,2.45,3.6,4.1,-8311.68,-16453.152,-11924.064,-5087.258065,-3680.83871,0.54,-0.25
+28/01/2014,2.4,6,4.4,2.2,9.8,6,6.4,1.8,0.2,4.8,-12.36,-4.53,-1.23,,-2.93,4.6,1.2,2.85,3.85,-8311.68,-16453.152,-11924.064,-5087.258065,-3680.83871,0.51,-0.36
+29/01/2014,0.2,0.6,0,0.2,0,0,0,0,6.2,0.2,-12.4,-4.57,-1.22,,-2.96,3.25,1.25,4.45,3.9,-8311.68,-16453.152,-11924.064,-5087.258065,-3680.83871,0.5,
+30/01/2014,19.2,15.6,22.8,15.8,25.2,15.2,17.2,0.8,69,24.8,-12.4,-4.6,-1.04,,-2.92,7.95,4.7,7.65,7.7,-8311.68,-16453.152,-11924.064,-5087.258065,-3680.83871,0.7,0.26
+31/01/2014,104.4,60.6,81.2,73,176.6,58.8,77,0.4,19.4,127.8,-12.39,-4.35,-0.36,,-1.88,9.55,5.2,9.15,9.4,-8311.68,-16453.152,-11924.064,-5087.258065,-3680.83871,1.38,2.14
+01/02/2014,7.4,2.6,6.8,3.6,5.2,2.2,3.4,5,12,6.8,-12.35,-4.15,-0.7,,-1.94,11.3,6.05,10.85,10.65,-7850.304,-16650.144,-11770.272,-4555.714286,-4325.25,0.93,0.95
+02/02/2014,10.8,4.2,11.6,6.2,13.4,4,7.4,1.4,1.4,12.4,-12.33,-4.11,-0.8,,-2.07,9.45,4.75,9.65,10.1,-7457.7888,-15817.6368,-11181.7584,-4327.928571,-4108.9875,0.87,0.79
+03/02/2014,3.6,2,3.8,2.6,5.2,1.6,2.6,6.8,3.2,3.6,-12.34,-4.14,-0.86,,-2.2,11.8,6.35,11.55,11.5,-7850.304,-16650.144,-11770.272,-4555.714286,-4325.25,0.75,0.43
+04/02/2014,6,2.4,2.4,6,5.8,8.8,3.4,0.6,4.2,6,-12.37,-4.2,-0.89,,-2.31,9.8,5.4,9.7,10.45,-7850.304,-16650.144,-11770.272,-4555.714286,-4325.25,0.68,0.21
+05/02/2014,9.2,6.2,9.4,4.8,14.4,7.4,7.6,0.8,27,12,-12.34,-4.25,-0.85,,-2.45,9.5,4,9.8,9.7,-7850.304,-16650.144,-11770.272,-4555.714286,-4325.25,0.66,0.14
+06/02/2014,38.2,10.4,24.2,17.6,45.2,15.2,18.4,3.2,5.2,56.4,-12.34,-4.25,-0.68,,-2.33,9.4,5.05,9.6,9.25,-7850.304,-16650.144,-11770.272,-4555.714286,-4325.25,0.82,0.66
+07/02/2014,0,0,0,0.2,0,0,0,0,19.2,0,-12.33,-4.26,-0.82,,-2.42,8.2,5.8,9.1,9.25,-7850.304,-16650.144,-11770.272,-4555.714286,-4325.25,0.73,0.38
+08/02/2014,28,2.8,9.2,6.8,28.4,7,15.6,2.6,8,32,-12.3,-4.28,-0.99,,-2.45,11.4,5.55,10.15,11.35,-7850.304,-16650.144,-11770.272,-4555.714286,-4325.25,0.8,0.63
+09/02/2014,35.4,4,6,4.4,31.6,8.8,28.4,9.2,18.4,37.4,-12.26,-4.3,-1.1,,-2.37,11.9,5.5,10.2,11.3,-7457.7888,-15817.6368,-11181.7584,-4327.928571,-4108.9875,0.97,1.17
+10/02/2014,10.8,7.4,9,7.8,16.6,7.8,7.6,0,63.6,15.2,-12.24,-4.18,-0.57,,-2.11,8.95,5.95,9.05,9.55,-7850.304,-16650.144,-11770.272,-4555.714286,-4325.25,1.17,1.72
+11/02/2014,81.4,79,47.4,64.4,135.6,73.4,72.4,3,10.4,92.6,-12.24,-3.79,-0.43,,-1.41,11.55,6.3,11.05,11.45,-7850.304,-16650.144,-11770.272,-4555.714286,-4325.25,1.42,2.27
+12/02/2014,0.2,0,4,2,0.4,0,0,0,0,0.2,-12.25,-3.75,-0.74,,-1.65,9.45,4.85,9.4,9.65,-7850.304,-16650.144,-11770.272,-4555.714286,-4325.25,1,1.17
+13/02/2014,0,0.2,0.2,0.2,0,0.2,0.2,0,6.2,0.6,-12.25,-3.8,-0.78,,-1.89,8.95,5.8,9.45,9.25,-7850.304,-16650.144,-11770.272,-4555.714286,-4325.25,0.8,0.57
+14/02/2014,9.6,4,3.6,5.6,13.2,10.4,13.6,0,0.6,16.8,-12.24,-3.91,-0.81,,-2.08,11.8,5.9,11.65,11.65,-7850.304,-16650.144,-11770.272,-4555.714286,-4325.25,0.72,0.33
+15/02/2014,0,0,0,0,0,0.2,0,0,1.2,0.2,-12.25,-4.01,-1.06,,-2.22,11.65,8.15,11.7,12,-7850.304,-16650.144,-11770.272,-4555.714286,-4325.25,0.67,0.15
+16/02/2014,0.2,0,0.4,0,2,0,1.4,0,0.2,1,-12.24,-4.09,-1.13,,-2.4,15.2,9.35,14.05,14.9,-7457.7888,-15817.6368,-11181.7584,-4327.928571,-4108.9875,0.63,0
+17/02/2014,15.6,2.2,2.4,1.8,11.8,8,10.6,24.8,9.4,16,-12.25,-4.15,-1.17,,-2.46,11.95,7,11.4,12.35,-7850.304,-16650.144,-11770.272,-4555.714286,-4325.25,0.66,0.11
+18/02/2014,0,0,0,0,0,0,0,5.2,0,0,-12.26,-4.21,-1.24,,-2.49,12.5,8.95,13.05,12.5,-7850.304,-16650.144,-11770.272,-4555.714286,-4325.25,0.63,-0.01
+19/02/2014,0,0,0,0,0,0,0,0,20.6,0,-12.22,-4.26,-1.14,,-2.65,13.3,9.25,13.15,13.5,-7850.304,-16650.144,-11770.272,-4555.714286,-4325.25,0.62,0.01
+20/02/2014,35.8,5.6,35.6,28.4,12.6,16.2,29.4,8.2,6.8,26.6,-12.22,-4.3,-0.85,,-2.64,11.2,5.9,11.35,12.05,-7850.304,-16650.144,-11770.272,-4555.714286,-4325.25,0.68,0.18
+21/02/2014,0.2,0.8,2.8,2.8,1,0.4,0.6,5,5.8,0.2,-12.22,-4.42,-0.93,,-2.71,10.75,6.1,11.3,12.15,-7850.304,-16650.144,-11770.272,-4555.714286,-4325.25,0.65,0.05
+22/02/2014,26.8,16,20.8,20,18.6,30.6,35,1.4,16.6,45.8,-12.22,-4.46,-0.97,,-2.68,10.45,6.1,10.55,11.35,-7850.304,-16650.144,-11770.272,-4555.714286,-4325.25,0.73,0.33
+23/02/2014,0,0.2,0.2,0,0,0,0,3.6,0,0,-12.27,-4.6,-0.94,,-2.61,9.05,5.95,10.05,9.75,-7457.7888,-15817.6368,-11181.7584,-4327.928571,-4108.9875,0.69,0.19
+24/02/2014,0,0,0,0,0,0,0,0,0,0,-12.26,-4.5,-1,,-2.69,9,5.7,9.75,9.15,-7850.304,-16650.144,-11770.272,-4555.714286,-4325.25,0.63,-0.03
+25/02/2014,0,0,0,0,0,0,0,0,0,0,-12.25,-4.51,-1.1,,-2.79,7.85,5.9,9.25,8.7,-7850.304,-16650.144,-11770.272,-4555.714286,-4325.25,0.57,-0.15
+26/02/2014,0.8,0,0.4,0,0,0,0,0,23,1.4,-12.25,-4.52,-1.06,,-2.85,7.8,4.9,7.95,8.75,-7850.304,-16650.144,-11770.272,-4555.714286,-4325.25,0.58,-0.2
+27/02/2014,19,11.6,14.8,10.6,0,14.2,22,0,3.2,24.8,-12.24,-4.56,-1.05,,-2.89,8.7,4.05,8.55,9.4,-7850.304,-16650.144,-11770.272,-4555.714286,-4325.25,0.58,-0.22
+28/02/2014,4.8,22,22,23.2,24.4,8,6.6,0.8,12.6,8.2,-12.15,-4.55,-0.87,,-3.02,7.55,2.85,7.35,8.1,-7850.304,-16650.144,-11770.272,-4555.714286,-4325.25,0.58,-0.23
+01/03/2014,38.2,25.6,29.2,26.8,46,31.4,34.4,1.2,39,46.6,-12.03,-4.52,-0.51,,-2.91,8.25,1.95,8.2,7.8,-8066.304,-16485.984,-12191.04,-4705.967742,-4131.451613,0.76,0.37
+02/03/2014,9.6,10.2,12.6,7.6,9.4,7,8.4,7.8,0.2,10.6,-12.04,-4.47,-0.84,,-2.73,8.2,4.35,9.2,8.8,-7662.9888,-15661.6848,-11581.488,-4470.669355,-3924.879032,0.74,0.32
+03/03/2014,0.2,0,0,0.2,0,0,0,0.8,0.6,0,-12.02,-4.39,-0.94,,-2.81,6.1,3.65,7,6.75,-8066.304,-16485.984,-12191.04,-4705.967742,-4131.451613,0.65,0.04
+04/03/2014,2,9.6,12.4,12.4,2.4,2.4,1.2,5.4,3.4,3.8,-11.98,-4.42,-1,,-2.93,9.5,4,9.3,10.1,-8066.304,-16485.984,-12191.04,-4705.967742,-4131.451613,0.62,-0.08
+05/03/2014,1.4,0.8,0.6,1,0.2,1.6,0.6,35.4,0.2,0.2,-12.1,-4.45,,,-2.87,11.2,5.75,11.3,11.15,-8066.304,-16485.984,-12191.04,-4705.967742,-4131.451613,0.58,-0.18
+06/03/2014,0,0,0,0,0,0,0,8.2,0,0,-12.16,-4.47,,,-2.86,11.45,7.6,11.95,11.65,-8066.304,-16485.984,-12191.04,-4705.967742,-4131.451613,0.54,-0.38
+07/03/2014,0,0,0,0,0,0,0,2.2,0,0,-12.17,-4.55,,,-2.96,12.6,8.85,11.45,12.65,-8066.304,-16485.984,-12191.04,-4705.967742,-4131.451613,0.51,-0.54
+08/03/2014,0,0,0,0,0,0,0,0,0,0,-12.2,-4.59,,,-3.02,11,8.4,11.85,12.05,-8066.304,-16485.984,-12191.04,-4705.967742,-4131.451613,0.47,-0.59
+09/03/2014,0,0,0,0,0,0,0,0,0,0,-12.21,-4.62,,,-3.05,11.95,8.55,11.75,11.95,-7662.9888,-15661.6848,-11581.488,-4470.669355,-3924.879032,0.47,-0.66
+10/03/2014,0,0,0,0,0,0,0,0,0,0,-12.16,-4.65,,,-3.2,9.75,6.2,9.35,10.8,-8066.304,-16485.984,-12191.04,-4705.967742,-4131.451613,0.43,-0.8
+11/03/2014,0,0,0,0,0,0,0,0,0,0,-12.17,-4.71,,,-3.24,10.4,6.35,10.2,10.8,-8066.304,-16485.984,-12191.04,-4705.967742,-4131.451613,0.41,-0.83
+12/03/2014,0,0,0,0,0,0,0,0,0,0,-12.21,-4.74,,,-3.22,10.1,8,11.5,11.15,-8066.304,-16485.984,-12191.04,-4705.967742,-4131.451613,0.41,-0.84
+13/03/2014,0,0,0,0,0,0,0,0,0,0,-12.19,-4.8,,,-3.27,11.35,10.9,13.05,12.25,-8066.304,-16485.984,-12191.04,-4705.967742,-4131.451613,0.41,-0.85
+14/03/2014,0,0,0,0,0,0,0,0,0,0,-12.17,-4.81,,,-3.35,12.3,11.4,12.9,12.75,-8066.304,-16485.984,-12191.04,-4705.967742,-4131.451613,0.38,-0.86
+15/03/2014,0,0,0,0,0,0,0,0,0,0,-12.13,-4.87,,,-3.43,9.8,8.6,9.85,11.1,-8066.304,-16485.984,-12191.04,-4705.967742,-4131.451613,0.39,-0.86
+16/03/2014,0,0,0,0,0,0,0,0,0,0,-12.11,-4.91,,,-3.47,11.85,10.65,12.6,13.15,-7662.9888,-15661.6848,-11581.488,-4470.669355,-3924.879032,0.37,-0.86
+17/03/2014,0,0,0,0,0,0,0,0,0,0,-12.14,-4.94,,,-3.46,13.05,11.75,13.05,14.6,-8066.304,-16485.984,-12191.04,-4705.967742,-4131.451613,0.37,-0.86
+18/03/2014,0,0,0,0.2,0,0,0,0,0,0,-12.14,-4.93,,,-3.38,12.9,9.9,13.45,14.45,-8066.304,-16485.984,-12191.04,-4705.967742,-4131.451613,0.38,-0.87
+19/03/2014,0,0,0,0,0,0,0,0,0,0,-12.14,-4.97,,,-3.23,12.95,9.15,13.55,13.55,-8066.304,-16485.984,-12191.04,-4705.967742,-4131.451613,0.38,-0.86
+20/03/2014,0,0,0,0.2,0,0,0,0,0,0,-12.15,-4.97,-1.71,-5.41,-3.22,14.1,12.35,13.65,14.35,-8066.304,-16485.984,-12191.04,-4705.967742,-4131.451613,0.39,-0.88
+21/03/2014,0,0,0,0,0,0,0,0,0,0,-12.13,-5.03,-1.72,-5.47,-3.26,12.8,9.7,12.95,13.5,-8066.304,-16485.984,-12191.04,-4705.967742,-4131.451613,0.35,-0.88
+22/03/2014,0,1.8,7.2,2.4,9.2,3.8,2.2,0.2,20.4,1.2,-12.09,-5.04,-1.76,-5.49,-3.31,14.55,7.85,14.05,14.35,-8066.304,-16485.984,-12191.04,-4705.967742,-4131.451613,0.36,-0.88
+23/03/2014,57,49.8,25.4,25.2,47.2,35.6,58.2,0.2,44.4,84.6,-12,-5.04,-1.5,-5.38,-3.18,10.65,4.6,9.45,11,-7662.9888,-15661.6848,-11581.488,-4470.669355,-3924.879032,0.66,0.11
+24/03/2014,12.8,5.6,4.6,6.2,7.2,9,12.6,0.6,2.4,13.8,-12.03,-4.97,-1.38,-5.31,-2.95,9.25,3.85,9.7,10,-8066.304,-16485.984,-12191.04,-4705.967742,-4131.451613,0.68,0.13
+25/03/2014,0.2,3.8,6,3.8,0,0.4,0,0.4,0,1,-12.04,-4.95,-1.43,-5.3,-3,8.75,4.15,9.15,9.15,-8066.304,-16485.984,-12191.04,-4705.967742,-4131.451613,0.58,-0.19
+26/03/2014,0,0.4,0.8,0.4,0,0,0,1.6,0,0.2,-12.03,-4.94,-1.47,-5.25,-3.1,9.6,4.1,9.5,10.3,-8066.304,-16485.984,-12191.04,-4705.967742,-4131.451613,0.53,-0.44
+27/03/2014,0,0,1.2,0.6,0.2,0,0,12.4,0,0.6,-12.01,-4.94,-1.55,-5.18,-3.18,11.85,6.2,11.5,12.05,-8066.304,-16485.984,-12191.04,-4705.967742,-4131.451613,0.5,-0.57
+28/03/2014,0,0,0,0,0,0,0,3.2,0,0,-12.08,-4.98,-1.62,-5.2,-3.2,12.35,8.5,12,13.15,-8066.304,-16485.984,-12191.04,-4705.967742,-4131.451613,0.46,-0.75
+29/03/2014,0,0,0,0,0,0,0,0,0,0,-12.12,-5.06,-1.7,-5.31,-3.24,13.4,11.5,15.3,14.3,-8066.304,-16485.984,-12191.04,-4705.967742,-4131.451613,0.44,-0.85
+30/03/2014,0,0,0,0,0,0,0,0,0,0,-12.11,-5.08,-1.73,-5.35,-3.33,13.85,11.1,14.85,14.75,-7662.9888,-15661.6848,-11581.488,-4470.669355,-3924.879032,0.41,-0.88
+31/03/2014,0,0,0,0,0,0,0,0,0,0,-12.1,-5.08,-1.7,-5.29,-3.37,12,9.5,12.95,13.3,-8066.304,-16485.984,-12191.04,-4705.967742,-4131.451613,0.43,-0.89
+01/04/2014,0,0,0,0.2,0,0,0,0,0,0,-12.1,-5.07,-1.74,-5.34,-3.36,11.95,7.55,11.7,12.6,-7242.912,-16610.4,-12026.016,-5317.333333,-4280.533333,0.41,-0.89
+02/04/2014,0,0,0,0,0,0,0,0,0,0,-12.08,-5.11,-1.75,-5.33,-3.38,13.3,8.65,13.95,13.95,-7242.912,-16610.4,-12026.016,-5317.333333,-4280.533333,0.4,-0.9
+03/04/2014,0,0,0,0,0,0,0,0,0,0,-12.04,-5.12,-1.77,-5.29,-3.43,14.7,10.65,14.9,15.15,-7242.912,-16610.4,-12026.016,-5317.333333,-4280.533333,0.38,-0.9
+04/04/2014,1.8,1.6,16.4,2,1.4,0.6,1.6,1.4,14.6,1.6,-12,-5.13,-1.73,-5.25,-3.47,13.6,8.2,13.65,13.75,-7242.912,-16610.4,-12026.016,-5317.333333,-4280.533333,0.39,-0.9
+05/04/2014,9.2,8.2,4.8,10,10.8,9.2,10.4,5.6,1.4,8.8,-12.03,-5.16,-1.77,-5.3,-3.42,14.2,9.3,14,14.3,-7242.912,-16610.4,-12026.016,-5317.333333,-4280.533333,0.42,-0.88
+06/04/2014,0,0,0,0,0,0,0,0,0,0,-12.08,-5.15,-1.8,-5.35,-3.37,15.1,12.65,15.65,16.25,-6880.7664,-15779.88,-11424.7152,-5051.466667,-4066.506667,0.43,-0.89
+07/04/2014,0,0,0,0,0,0,0,0,0,0,-12.1,-5.17,-1.78,-5.35,-3.38,16.3,14.55,17.5,17.25,-7242.912,-16610.4,-12026.016,-5317.333333,-4280.533333,0.36,-0.92
+08/04/2014,0,0,2,0,0,0,0,0,3.2,0,-12.1,-5.2,-1.82,-5.38,-3.42,14.25,10.9,14.75,15.65,-7242.912,-16610.4,-12026.016,-5317.333333,-4280.533333,0.32,-0.91
+09/04/2014,1.6,1,0.2,2,2,1.6,1.8,0.2,0.2,1,-12.09,-5.18,-1.83,-5.35,-3.48,15.8,11.75,16.05,16.8,-7242.912,-16610.4,-12026.016,-5317.333333,-4280.533333,0.34,-0.92
+10/04/2014,0,0,0,0.2,0,0,0,0,0,0,-12.1,-5.26,-1.85,-5.33,-3.49,14.15,10.75,14.75,15.3,-7242.912,-16610.4,-12026.016,-5317.333333,-4280.533333,0.32,-0.93
+11/04/2014,0,0,0,0,0,0,0,0,0,0,-12.09,-5.25,-1.88,-5.3,-3.51,14.15,10.5,14.45,16.3,-7242.912,-16610.4,-12026.016,-5317.333333,-4280.533333,0.31,-0.93
+12/04/2014,0,0,0,0,0,0,0,0,0,0,-12.08,-5.28,-1.92,-5.34,-3.5,13.75,10.85,14.65,15.75,-7242.912,-16610.4,-12026.016,-5317.333333,-4280.533333,0.29,-0.93
+13/04/2014,0,0,0.2,0,0,0,0,0,1.2,0,-12.08,-5.29,-1.92,-5.33,-3.51,14.45,10.35,14.7,15.45,-6880.7664,-15779.88,-11424.7152,-5051.466667,-4066.506667,0.3,-0.92
+14/04/2014,1.6,1.8,0,0.6,0.6,1.2,2,0.2,0,4.6,-12.08,-5.33,-1.86,-5.25,-3.51,14.25,11,14.9,15.2,-7242.912,-16610.4,-12026.016,-5317.333333,-4280.533333,0.32,-0.93
+15/04/2014,0,0,1.2,0,0,0,0,0,0,0,-12.06,-5.33,,-5.26,-3.51,13.6,8.55,12,13.95,-7242.912,-16610.4,-12026.016,-5317.333333,-4280.533333,0.33,-0.94
+16/04/2014,0.2,3.8,0,0.4,0,0,0,1.6,0,0,-12.11,-5.36,,-5.32,-3.39,11.05,6.65,12,12.8,-7242.912,-16610.4,-12026.016,-5317.333333,-4280.533333,0.32,-0.95
+17/04/2014,0,0,0,0,0,0,0,0,0,0,-12.09,-5.32,,-5.34,-3.41,10.4,8.05,11.35,11.8,-7242.912,-16610.4,-12026.016,-5317.333333,-4280.533333,0.28,-0.94
+18/04/2014,0,0,0,0,0,0,0,0,0,0,-12.03,-5.34,,-5.36,-3.4,11.7,8.05,12.15,12.45,-7242.912,-16610.4,-12026.016,-5317.333333,-4280.533333,0.29,-0.95
+19/04/2014,13,6.8,57,13,11,4.6,7.6,0,23.8,15.8,-11.99,-5.33,,-5.32,-3.32,11.95,6.9,12.3,12.2,-7242.912,-16610.4,-12026.016,-5317.333333,-4280.533333,0.31,-0.92
+20/04/2014,10.6,14.8,0.2,17.4,20.4,8.8,11.4,0,0.2,22.2,-12.01,-5.33,,-5.28,-3.29,12.1,8.75,13.45,13.75,-6880.7664,-15779.88,-11424.7152,-5051.466667,-4066.506667,0.31,-0.95
+21/04/2014,2,0.6,3.6,0.2,0.6,0.8,0.8,0,5.8,1.6,-12.02,-5.29,,-5.17,-3.32,13.85,9.1,13.4,14.1,-7242.912,-16610.4,-12026.016,-5317.333333,-4280.533333,0.3,-0.95
+22/04/2014,3.2,1,0,1.2,0.6,0.2,4.8,0,1.2,3.4,-12.06,-5.32,,-5.16,-3.33,14.95,10.6,15.3,15.95,-7242.912,-16610.4,-12026.016,-5317.333333,-4280.533333,0.29,-0.95
+23/04/2014,0,0,0,0,0,0,7,0,4,5.2,-12.08,-5.37,,-5.26,-3.39,16.05,13.1,17.6,17.15,-7242.912,-16610.4,-12026.016,-5317.333333,-4280.533333,0.28,-0.95
+24/04/2014,0.4,0,0,0,0.2,0,0,0,5.6,5.4,-12.08,-5.42,,,-3.44,15.85,13.8,15.75,16.9,-7242.912,-16610.4,-12026.016,-5317.333333,-4280.533333,0.26,-0.96
+25/04/2014,1.4,0,0,0,0.2,0,0.4,0,0,3.2,-12.05,-5.43,,,-3.52,17.7,14,17.65,18.1,-7242.912,-16610.4,-12026.016,-5317.333333,-4280.533333,0.26,-0.96
+26/04/2014,0,0,0,0.2,0,0,0,0,2.6,0,-12.04,-5.45,,,-3.53,16.8,12.85,16.8,17.25,-7242.912,-16610.4,-12026.016,-5317.333333,-4280.533333,0.29,-0.96
+27/04/2014,1.4,0,7.2,0.4,2.6,0,2,0,5.8,7.2,-12.02,-5.43,,,-3.55,12.9,8,13.2,13.85,-6880.7664,-15779.88,-11424.7152,-5051.466667,-4066.506667,0.26,-0.96
+28/04/2014,4.2,3,17.8,2.6,4.4,3,4.4,0,9.4,5.6,-12.02,-5.42,,,-3.54,13.15,6.95,12.75,13.25,-7242.912,-16610.4,-12026.016,-5317.333333,-4280.533333,0.29,-0.96
+29/04/2014,9,11.2,0,15.4,11.4,4.6,8,0,0.2,5.2,-12.03,-5.44,,,-3.55,14.4,8.95,14.55,14.85,-7242.912,-16610.4,-12026.016,-5317.333333,-4280.533333,0.28,-0.96
+30/04/2014,0,0,6.2,0,0.2,0.2,0.4,0,7.4,0.2,-12.03,-5.44,,,-3.56,13.9,7.95,13.8,14.25,-7242.912,-16610.4,-12026.016,-5317.333333,-4280.533333,0.32,-0.96
+01/05/2014,11.2,5,0.2,2.8,6,2.2,11.6,6.2,2.8,15.6,-12.04,-5.46,,,-3.55,14.2,9.2,14.85,15.25,-8061.984,-16746.912,-12222.144,-4835.677419,-4449.612903,0.28,-0.95
+02/05/2014,6,0.8,25,0.4,2.8,0.8,2.8,0,7,2.6,-12.02,-5.47,,,-3.59,14.25,8.3,14.55,14.7,-8061.984,-16746.912,-12222.144,-4835.677419,-4449.612903,0.33,-0.92
+03/05/2014,7,10.6,4.2,13.4,4.4,8.8,7,24.6,4,20.2,-12.01,-5.46,,,-3.63,14.25,9.3,15.15,15.2,-8061.984,-16746.912,-12222.144,-4835.677419,-4449.612903,0.37,-0.98
+04/05/2014,2.2,0.6,0,2.8,3.8,2,3.2,8.2,0.2,1.6,-12.04,-5.44,,,-3.64,15.25,10.5,16.25,16.9,-7658.8848,-15909.5664,-11611.0368,-4593.893548,-4227.132258,0.4,-1
+05/05/2014,0,0,0,0,0,0,0,0,0,0,-12.09,-5.46,,,-3.62,14.35,11.5,14.95,15.4,-8061.984,-16746.912,-12222.144,-4835.677419,-4449.612903,0.38,-1
+06/05/2014,0,0,0,0,0,0,0,0,0,0,-12.11,-5.45,,,-3.6,15.1,12.2,15.75,16.5,-8061.984,-16746.912,-12222.144,-4835.677419,-4449.612903,0.36,-1
+07/05/2014,0,0,1,0,0,0,0,0,3.6,0,-12.1,-5.5,,,-3.65,15.25,11.75,15.8,16.45,-8061.984,-16746.912,-12222.144,-4835.677419,-4449.612903,0.35,-1
+08/05/2014,2.2,0.4,0.6,0.6,1.6,1.2,1.4,4.2,0,1.8,-12.1,-5.53,,,-3.68,16.95,12.1,17.3,17.8,-8061.984,-16746.912,-12222.144,-4835.677419,-4449.612903,0.32,-1.01
+09/05/2014,0,0,0,0,0,0,0,0,0,0,-12.09,-5.6,,,-3.73,16.75,14.45,17.55,17.5,-8061.984,-16746.912,-12222.144,-4835.677419,-4449.612903,0.29,-1.01
+10/05/2014,0,0,0,0,0,0,0,0,0,0,-12.08,-5.55,,,-3.76,17.2,14.35,17.15,18.1,-8061.984,-16746.912,-12222.144,-4835.677419,-4449.612903,0.27,-1.01
+11/05/2014,0,0,0,0,0.2,0,0,0,0,0.2,-12.05,-5.57,,,-3.79,19.1,11.8,17.6,20.05,-7658.8848,-15909.5664,-11611.0368,-4593.893548,-4227.132258,0.26,-1
+12/05/2014,0,0,0,0,0,0,0,0.8,4.8,0,-12.07,-5.61,,,-3.79,16.45,10.2,16.3,17.2,-8061.984,-16746.912,-12222.144,-4835.677419,-4449.612903,0.26,-1.02
+13/05/2014,0.8,0,0,0.2,3.2,2,4.6,2.2,0.2,4.2,-12.06,-5.58,,,-3.82,15.75,9.3,15.75,16.8,-8061.984,-16746.912,-12222.144,-4835.677419,-4449.612903,0.27,-1.07
+14/05/2014,0,0.2,0,0,0.4,0,0.4,7.4,0,1.6,-12.1,-5.58,,,-3.81,15.55,11.65,16.1,17,-8061.984,-16746.912,-12222.144,-4835.677419,-4449.612903,0.25,-1.1
+15/05/2014,0,0,0,0,0,0,0,0,0,0,-12.1,-5.61,,,-3.84,14.65,11.2,15.7,16.3,-8061.984,-16746.912,-12222.144,-4835.677419,-4449.612903,0.24,-1.11
+16/05/2014,0,0,0,0,0,0,0,0,0,0,-12.08,-5.62,,,-3.89,16,12.9,15.95,17.7,-8061.984,-16746.912,-12222.144,-4835.677419,-4449.612903,0.25,-1.12
+17/05/2014,0,0,0,0,0,0,0,0,0.2,0,-12.1,-5.6,,,-3.81,15.3,11.5,16.25,16.85,-8061.984,-16746.912,-12222.144,-4835.677419,-4449.612903,0.24,-1.12
+18/05/2014,0,0,0,0,0,0,0,0,0,0,-12.11,-5.59,,,-3.79,15.2,12.6,16.15,16.25,-7658.8848,-15909.5664,-11611.0368,-4593.893548,-4227.132258,0.24,-1.12
+19/05/2014,0,0,0,0,0,0,0,0,0,0,-12.11,-5.62,,,-3.81,15.35,11.55,15.3,16,-8061.984,-16746.912,-12222.144,-4835.677419,-4449.612903,0.24,-1.12
+20/05/2014,0,0,0,0,0,0,0,0,0,0,-12.12,-5.64,,,-3.82,19.3,13.65,19.4,20.2,-8061.984,-16746.912,-12222.144,-4835.677419,-4449.612903,0.24,-1.13
+21/05/2014,0,0,0,0,0,0,0,0,0,0,-12.12,-5.66,,,-3.82,19.2,16.6,20.35,20.3,-8061.984,-16746.912,-12222.144,-4835.677419,-4449.612903,0.24,-1.14
+22/05/2014,0,0,0,0,0,0.2,0,0,0,0,-12.11,-5.67,,,-3.81,19.6,16.6,20.7,20.7,-8061.984,-16746.912,-12222.144,-4835.677419,-4449.612903,0.23,-1.1
+23/05/2014,0.2,0,2,1,0.6,0.6,0.4,0.2,0.6,0,-12.11,-5.68,,,-3.8,17.85,13.6,18.05,19.95,-8061.984,-16746.912,-12222.144,-4835.677419,-4449.612903,0.22,-1.06
+24/05/2014,0,0,0.2,1.4,0,0,0,0,0,0,-12.13,-5.68,,,-3.8,17.4,12.9,16.75,18.45,-8061.984,-16746.912,-12222.144,-4835.677419,-4449.612903,0.19,-1.07
+25/05/2014,0,0,0,0,0,0,0,0,0,0,-12.12,-5.66,,,-3.81,18.75,16.7,19.7,19.9,-7658.8848,-15909.5664,-11611.0368,-4593.893548,-4227.132258,0.19,-1.08
+26/05/2014,2.2,0,0.8,1.2,0.6,0.8,1.4,0,2.4,2,-12.13,-5.69,,,-3.82,19.9,12.85,19,20.55,-8061.984,-16746.912,-12222.144,-4835.677419,-4449.612903,0.22,-1.07
+27/05/2014,18.8,0,0.6,0,4.6,2.8,8,0.4,4.8,8.2,-12.13,-5.72,,,-3.81,16.95,9.6,16.45,18.3,-8061.984,-16746.912,-12222.144,-4835.677419,-4449.612903,0.22,-1.06
+28/05/2014,8,4.6,18.2,3.6,25.4,11.4,11.6,0.2,6.4,22.2,-12.12,-5.7,,,-3.81,16.7,11.1,16.3,17.8,-8061.984,-16746.912,-12222.144,-4835.677419,-4449.612903,0.24,-1.02
+29/05/2014,0,0,0.2,0,0,0,0,0,0,0,-12.13,-5.72,,,-3.84,16,11.15,16.15,16.7,-8061.984,-16746.912,-12222.144,-4835.677419,-4449.612903,0.2,-1.06
+30/05/2014,0,0,0.2,0,0,0,0,5.6,0.2,0,-12.13,-5.79,,,-3.87,17.7,13.05,18.3,19.1,-8061.984,-16746.912,-12222.144,-4835.677419,-4449.612903,0.19,-1.08
+31/05/2014,1.8,5.8,10.2,15.4,1.6,2.4,1.6,8.8,0.6,8.6,-12.14,-5.74,,,-3.85,17.6,13.1,18.5,18.85,-8061.984,-16746.912,-12222.144,-4835.677419,-4449.612903,0.22,-1.06
+01/06/2014,0,0.4,0,0,0.2,0,0,0,0,0,-12.15,-5.66,,,-3.86,16.65,13.15,17.75,18.05,-9442.4832,-16118.0496,-12110.0832,-4254.891667,-4411.261667,0.2,-1.08
+02/06/2014,0,0,0,0,0,0,0,0,0,0,-12.14,-5.71,,,-3.89,18,14.85,19.1,19.45,-9939.456,-16966.368,-12747.456,-4478.833333,-4643.433333,0.21,-1.08
+03/06/2014,0,0,2.2,0,0,0,0,0,0,0,-12.13,-5.71,,,-3.92,19.05,16.2,20.5,21.4,-9939.456,-16966.368,-12747.456,-4478.833333,-4643.433333,0.19,-1.09
+04/06/2014,0.8,0,0,0,0,0,0,6.2,0,1.6,-12.13,-5.71,,,-3.93,17.85,14,18.1,19.35,-9939.456,-16966.368,-12747.456,-4478.833333,-4643.433333,0.2,-1.08
+05/06/2014,0,0,0,0,0,0,0,1,0,0,-12.16,-5.74,,,-3.94,20.25,14.75,20.1,21.4,-9939.456,-16966.368,-12747.456,-4478.833333,-4643.433333,0.17,-1.08
+06/06/2014,0,0,0,0,0,0,0,0,0,0,-12.19,-5.76,,,-3.92,20.9,17.7,21.35,21.6,-9939.456,-16966.368,-12747.456,-4478.833333,-4643.433333,0.16,-1.09
+07/06/2014,0,0,0,0,0,0,0,0,0,0,-12.19,-5.81,,,-3.96,22.45,19.95,23.15,23.05,-9939.456,-16966.368,-12747.456,-4478.833333,-4643.433333,0.15,-1.09
+08/06/2014,0,0,0,0,0,0,0,0.2,0,0,-12.2,-5.82,,,-3.98,23.9,23.55,25.3,25.55,-9442.4832,-16118.0496,-12110.0832,-4254.891667,-4411.261667,0.15,-1.09
+09/06/2014,0,0,0,0,0,0,0,0,0,0,-12.2,-5.84,,,-3.95,26.1,24.35,27.6,27.5,-9939.456,-16966.368,-12747.456,-4478.833333,-4643.433333,0.14,-1.1
+10/06/2014,0,0,0,0,0,0,0,0,0,0,-12.21,-5.79,,,-3.93,24.55,22.05,26.25,26,-9939.456,-16966.368,-12747.456,-4478.833333,-4643.433333,0.15,-1.09
+11/06/2014,0,0,0,0,0,0,0,0,0,0,-12.23,-5.89,,,-3.93,25.55,23.25,25.8,26.2,-9939.456,-16966.368,-12747.456,-4478.833333,-4643.433333,0.15,-1.09
+12/06/2014,5,0,3.4,0,0,0,0,0,4.8,0,-12.24,-5.78,,,-3.93,25.95,22.6,26.75,27.4,-9939.456,-16966.368,-12747.456,-4478.833333,-4643.433333,0.17,-1.09
+13/06/2014,0,5.2,0,14.6,3.6,3.2,2.2,0,0,0,-12.22,-5.87,,,-3.95,25.85,21.2,25.25,26.05,-9939.456,-16966.368,-12747.456,-4478.833333,-4643.433333,0.18,-1.06
+14/06/2014,0,0,40.4,0.4,1.6,0,0.4,3,48,2.6,-12.2,-5.8,,,-3.93,24.8,18.8,24.2,25.4,-9939.456,-16966.368,-12747.456,-4478.833333,-4643.433333,0.22,-1.04
+15/06/2014,9.8,13.8,12.4,16.8,23.4,3.2,20.4,48.6,5,17.4,-12.23,-5.81,,,-3.91,19.05,13.3,20.25,19.85,-9442.4832,-16118.0496,-12110.0832,-4254.891667,-4411.261667,0.22,-1.04
+16/06/2014,2,4.8,10.4,8,2.8,0,2.8,22,2.6,3.8,-12.25,-5.73,,,-3.91,18.3,13.4,19.35,19.85,-9939.456,-16966.368,-12747.456,-4478.833333,-4643.433333,0.2,-1.04
+17/06/2014,0.2,0.2,0,1,1,0,0.4,13.8,0,0,-12.25,-5.8,,,-3.93,18.75,15.6,19.3,20.2,-9939.456,-16966.368,-12747.456,-4478.833333,-4643.433333,0.19,-1.05
+18/06/2014,0,0,0,0,0,0,0,0.6,0,0,-12.27,-5.77,,,-3.93,19.35,15.5,20.4,20.7,-9939.456,-16966.368,-12747.456,-4478.833333,-4643.433333,0.18,-1.05
+19/06/2014,0,0,0,0,0,0.4,0,1.2,7.8,0,-12.28,-5.78,,,-3.94,20.3,15.95,20.1,21.05,-9939.456,-16966.368,-12747.456,-4478.833333,-4643.433333,0.16,-1.05
+20/06/2014,0,0,0,0,0,0,0.4,0,0,0.2,-12.34,-5.84,,,-3.97,20,14.85,19.75,20.9,-9939.456,-16966.368,-12747.456,-4478.833333,-4643.433333,0.17,-1.05
+21/06/2014,0,0,0.2,0,0,0,0,0,0,0,-12.38,-5.88,,,-3.98,21.25,16.5,21,22.05,-9939.456,-16966.368,-12747.456,-4478.833333,-4643.433333,0.17,-1.05
+22/06/2014,0,0,0,0,0,0,0,0,0,0,-12.43,-5.82,,,-3.97,21.9,17.5,22.15,23.15,-9442.4832,-16118.0496,-12110.0832,-4254.891667,-4411.261667,0.15,-1.06
+23/06/2014,0,0,0,0,0,0,0,0,0,0,-12.45,-5.83,,,-4,23.1,19.55,22.6,23.5,-9939.456,-16966.368,-12747.456,-4478.833333,-4643.433333,0.15,-1.05
+24/06/2014,0,0,0,0,0,0,0,0,0,0,-12.41,-5.83,,,-4.01,23.25,19.4,23.1,23.8,-9939.456,-16966.368,-12747.456,-4478.833333,-4643.433333,0.14,-1.05
+25/06/2014,19.8,8.2,8.6,1.6,14,0.2,15,8,27.2,13.2,-12.39,-5.82,,,-4,23.55,15.9,21.85,23.9,-9939.456,-16966.368,-12747.456,-4478.833333,-4643.433333,0.19,
+26/06/2014,12.6,8.8,0.2,3.6,19.2,0,5.4,6.2,0.6,1.8,-12.43,-5.86,,,-3.95,20.55,15.1,20.7,21.35,-9939.456,-16966.368,-12747.456,-4478.833333,-4643.433333,0.18,-1.04
+27/06/2014,1.2,0,0,3.8,0.4,0,0,2.4,0,0.2,-12.47,-5.79,,,-3.99,21.05,16.3,21.45,22.25,-9939.456,-16966.368,-12747.456,-4478.833333,-4643.433333,0.15,-1.05
+28/06/2014,0,0,0,0,0,0,0,0,0,0,-12.49,-5.86,,,-4.02,22.3,16.6,22.65,24.05,-9939.456,-16966.368,-12747.456,-4478.833333,-4643.433333,0.15,-1.04
+29/06/2014,0,0,4.6,0,0,0,0,0,25.6,0,-12.45,-5.84,,,-4.07,22.45,17.9,22.25,23.45,-9442.4832,-16118.0496,-12110.0832,-4254.891667,-4411.261667,0.15,-1.07
+30/06/2014,7.2,10,0.2,15.2,2.8,0.4,5.8,16.6,0.2,10.2,-12.44,-5.82,,-7.56,-4.06,21.85,15.6,21.5,22.6,-9939.456,-16966.368,-12747.456,-4478.833333,-4643.433333,0.17,-1.04
+01/07/2014,0,0,0.2,0,0,0,0,0,0,0,-12.5,-5.83,,-7.58,-4.07,21,15.8,21.35,22.35,-9208.512,-16647.552,-11838.528,-5616.870968,-4440.354839,0.15,-1.06
+02/07/2014,0,0,0,0,0,0,0,0,0,0,-12.51,-5.85,,-7.56,-4.08,21.6,17.75,21.9,22.6,-9208.512,-16647.552,-11838.528,-5616.870968,-4440.354839,0.14,-1.05
+03/07/2014,0,0,0,0,0,0,0,0,0,0,-12.54,-5.89,,-7.6,-4.1,22.65,20.1,23.45,24.3,-9208.512,-16647.552,-11838.528,-5616.870968,-4440.354839,0.14,-1.05
+04/07/2014,0,0,0,0,0,0,0,0,0,0,-12.5,-5.92,,-7.66,-4.11,25.15,20.3,25.4,25.8,-9208.512,-16647.552,-11838.528,-5616.870968,-4440.354839,0.14,-1.04
+05/07/2014,0,0,0.2,0,0,0.2,0,0,0,0.2,-12.49,-5.87,,-7.65,-4.12,23.35,15.5,22.6,24.4,-9208.512,-16647.552,-11838.528,-5616.870968,-4440.354839,0.14,-1.05
+06/07/2014,0,0,0.2,0,0,0.2,0,0,0,0,-12.51,-5.87,,-7.64,-4.13,23.05,18.1,22.75,24,-8748.0864,-15815.1744,-11246.6016,-5336.027419,-4218.337097,0.14,-1.02
+07/07/2014,0,0,4.6,0,0,0,0,0,6.6,0,-12.51,-5.86,,-7.66,-4.13,23.05,18.2,23.65,24.5,-9208.512,-16647.552,-11838.528,-5616.870968,-4440.354839,0.16,-1.03
+08/07/2014,28.8,20.2,13.2,8.2,19.4,10.2,15.6,2.6,32.4,36.8,-12.48,-5.85,,-7.61,-4.1,21.4,14.1,19.7,21.45,-9208.512,-16647.552,-11838.528,-5616.870968,-4440.354839,0.18,-1.03
+09/07/2014,35.4,0.2,30,1.4,26.6,0.6,29.6,4.2,7.8,14.2,-12.46,-5.81,,-7.52,-4.06,18.6,11.9,17.95,18.5,-9208.512,-16647.552,-11838.528,-5616.870968,-4440.354839,0.24,-1
+10/07/2014,11,22.8,2,39.2,22.6,4.6,14.8,7.8,0,22,-12.45,-5.77,,-7.45,-4.05,18.05,12.8,17.65,18.75,-9208.512,-16647.552,-11838.528,-5616.870968,-4440.354839,0.24,-1.01
+11/07/2014,0.2,1.6,0,0.4,6.8,0.8,17,0,3.2,1,-12.46,-5.76,,-7.38,-4.09,19.7,15,19.7,20.2,-9208.512,-16647.552,-11838.528,-5616.870968,-4440.354839,0.19,-1.03
+12/07/2014,0.2,0,30,0,0,0.4,0,0,8,0,-12.47,-5.77,,-7.34,-4.11,21.3,16.7,21.35,22.05,-9208.512,-16647.552,-11838.528,-5616.870968,-4440.354839,0.2,-1.02
+13/07/2014,10.8,42.6,0,9.8,14.8,8.4,6.8,34.6,7.2,14.4,-12.47,-5.7,,-7.23,-4.12,21.5,15.2,20.6,21.65,-8748.0864,-15815.1744,-11246.6016,-5336.027419,-4218.337097,0.23,-1.01
+14/07/2014,15,38.4,26,17.4,18.4,6.8,15.8,5.8,21.6,20.8,-12.47,-5.55,,-7.1,-4.1,20.7,14.6,19.75,20.6,-9208.512,-16647.552,-11838.528,-5616.870968,-4440.354839,0.36,-0.88
+15/07/2014,1,8,0,4,2.8,0,1.6,5.6,0.2,0.8,-12.48,-5.57,,-7.02,-4.08,22,17.95,22.9,23.05,-9208.512,-16647.552,-11838.528,-5616.870968,-4440.354839,0.23,-1.02
+16/07/2014,0,0,0,0,0,0,0.2,0.2,0,0,-12.48,-5.54,,-7.01,-4.11,24.15,20.1,24.85,24.85,-9208.512,-16647.552,-11838.528,-5616.870968,-4440.354839,0.19,-1.05
+17/07/2014,0,0,0,0,0,0,0,0,0,0,-12.48,-5.54,,-7,-4.12,24.7,21.4,25.6,25.8,-9208.512,-16647.552,-11838.528,-5616.870968,-4440.354839,0.19,-1.04
+18/07/2014,0.6,1.8,0,0,0.4,0,0,0,1,0,-12.47,-5.55,,-7,-4.13,24.95,21.65,25.1,26.15,-9208.512,-16647.552,-11838.528,-5616.870968,-4440.354839,0.17,-1.04
+19/07/2014,0,0,0,0,0,0,0,0,0,0,-12.46,-5.55,,-7.11,-4.13,25.7,22.1,26.3,27.25,-9208.512,-16647.552,-11838.528,-5616.870968,-4440.354839,0.16,-1.06
+20/07/2014,0,0,0,0,0,0,0,0,0.6,0,-12.44,-5.56,,-7.12,-4.14,24.25,20.55,25.8,25.15,-8748.0864,-15815.1744,-11246.6016,-5336.027419,-4218.337097,0.16,-1.05
+21/07/2014,23.4,33.4,60,21,33,2,29.2,16.8,36.4,15.4,-12.4,-5.53,,-6.98,-4.11,19.7,14.15,19.65,20.25,-9208.512,-16647.552,-11838.528,-5616.870968,-4440.354839,0.3,-0.95
+22/07/2014,13.4,64.4,23,59.6,21,2.8,9.8,5.4,0.2,26.6,-12.36,-4.96,,-6.8,-4.08,22.4,16.5,21.85,22.6,-9208.512,-16647.552,-11838.528,-5616.870968,-4440.354839,0.43,-0.91
+23/07/2014,0,0.8,2,0,0,0.2,0.2,0.2,0,0.2,-12.37,-5.39,,-6.65,-4.1,24.2,19.35,24.25,24.65,-9208.512,-16647.552,-11838.528,-5616.870968,-4440.354839,0.21,-1.02
+24/07/2014,0,4,9,0,0.6,0.4,0,0.2,9.6,0.2,-12.37,-5.37,,-6.62,-4.1,22.35,16.6,22.9,23.3,-9208.512,-16647.552,-11838.528,-5616.870968,-4440.354839,0.21,-1.02
+25/07/2014,6.8,8.2,0,5,14.8,0.2,9.2,5.6,0,9.2,-12.38,-5.37,,-6.5,-4.11,23,17.45,22.8,23.6,-9208.512,-16647.552,-11838.528,-5616.870968,-4440.354839,0.18,-1.03
+26/07/2014,0,0.2,16,0,0,0.4,0,0.4,29,0.2,-12.36,-5.37,,-6.49,-4.09,23.05,14.5,22.4,22.95,-9208.512,-16647.552,-11838.528,-5616.870968,-4440.354839,0.22,-0.98
+27/07/2014,19.2,7.8,2,0.6,36.2,6.6,41,6.6,0.4,35.6,-12.36,-5.35,,-6.42,-4.07,22.95,17.35,23.35,24,-8748.0864,-15815.1744,-11246.6016,-5336.027419,-4218.337097,0.2,-1
+28/07/2014,0,0,0,0,0,0,0,0,3,0,-12.35,-5.38,,,-4.08,23.4,18.65,23.15,24.05,-9208.512,-16647.552,-11838.528,-5616.870968,-4440.354839,0.18,-1.03
+29/07/2014,23.2,0,34,0,14.8,1.4,12,0,26,12.2,-12.32,-5.4,,,-4.08,21,14,20.2,20.85,-9208.512,-16647.552,-11838.528,-5616.870968,-4440.354839,0.24,-1
+30/07/2014,47,47.2,23,78.4,49.4,2.2,45.6,0,23.6,62.2,-12.28,-5.34,,,-3.93,20.35,14.1,19.95,20.8,-9208.512,-16647.552,-11838.528,-5616.870968,-4440.354839,0.5,-0.57
+31/07/2014,4,0,0,0,1.8,0.6,2.6,0,0,2.8,-12.31,-5.27,,,-3.9,22.75,17.85,22.25,23.05,-9208.512,-16647.552,-11838.528,-5616.870968,-4440.354839,0.45,-0.91
+01/08/2014,0,0,0,0,0,0.2,0,0,0,0,-12.31,-5.25,,,-4,22.8,19.2,23.05,24.25,-8974.368,-16944.768,-11192.256,-4905.516129,-4378.516129,0.33,-1.02
+02/08/2014,0,0,0,0,0,0,0,0,0,0,-12.31,-5.24,,,-4.04,23.55,18.1,23.55,24.55,-8974.368,-16944.768,-11192.256,-4905.516129,-4378.516129,0.28,-1.05
+03/08/2014,0.6,0,0,0,1,0.2,1.6,0.2,2,2,-12.32,-5.21,,,-4.06,23.2,17.85,22.95,23.85,-8525.6496,-16097.5296,-10632.6432,-4660.240323,-4159.590323,0.29,-1.05
+04/08/2014,1.8,0,0,0,2.4,0.8,1,0,0.2,0,-12.32,-5.24,,,-4.07,23.5,18.1,23.05,24,-8974.368,-16944.768,-11192.256,-4905.516129,-4378.516129,0.22,-1.05
+05/08/2014,0,0,0,0,0,0,0,0,3.8,0,-12.31,-5.27,,,-4.08,22.95,18.05,23.6,24.2,-8974.368,-16944.768,-11192.256,-4905.516129,-4378.516129,0.27,-1.05
+06/08/2014,7.6,0,0,0,3.4,1.4,0.8,0.2,0.2,14,-12.3,-5.31,,,-4.09,23.1,18.9,24,24.35,-8974.368,-16944.768,-11192.256,-4905.516129,-4378.516129,0.24,-1.05
+07/08/2014,9.4,0,0,0,0,0,0,0,0,0,-12.3,-5.33,,,-4.09,24.3,19.3,24.3,24.65,-8974.368,-16944.768,-11192.256,-4905.516129,-4378.516129,0.21,-1.06
+08/08/2014,0,0,0,0,0,0,0,2.2,0,0,-12.3,-5.36,,,-4.1,24.25,19.7,24.75,24.75,-8974.368,-16944.768,-11192.256,-4905.516129,-4378.516129,0.21,-1.08
+09/08/2014,0,0,0,0,0,0,0,0,0,0,-12.31,-5.38,,,-4.11,23.35,19.3,23.4,24.7,-8974.368,-16944.768,-11192.256,-4905.516129,-4378.516129,0.2,-1.07
+10/08/2014,0,0,0,0,0,0,0,0,0,0,-12.31,-5.37,,,-4.11,24.9,20.05,25.5,25.7,-8525.6496,-16097.5296,-10632.6432,-4660.240323,-4159.590323,0.18,-1.07
+11/08/2014,0,0,0,0,0,0,0,0,0,0,-12.3,-5.4,,,-4.08,24.2,19.5,24.25,24.8,-8974.368,-16944.768,-11192.256,-4905.516129,-4378.516129,0.19,-1.06
+12/08/2014,0,0,0,0,0,0.2,0.2,0,0,0,-12.29,-5.43,,,-4.05,26.05,19.35,25.65,26.75,-8974.368,-16944.768,-11192.256,-4905.516129,-4378.516129,0.18,-1.05
+13/08/2014,0,0,0,0,0,0,0,1,21.4,0,-12.26,-5.44,,-6.22,-4.05,25.15,16.8,23.3,25.95,-8974.368,-16944.768,-11192.256,-4905.516129,-4378.516129,0.2,-1.05
+14/08/2014,5,0.8,0,5.2,6.4,1.8,15.8,26.6,0,14.2,-12.27,-5.46,,-6.2,-4.05,21.3,15.55,20.45,22.1,-8974.368,-16944.768,-11192.256,-4905.516129,-4378.516129,0.19,-1.05
+15/08/2014,3,2.6,0,0,2,0.4,0.2,0,0.4,4.2,-12.29,-5.47,,,-4.05,20.3,14.25,20.15,21.05,-8974.368,-16944.768,-11192.256,-4905.516129,-4378.516129,0.18,-1.06
+16/08/2014,4.4,0,3,0,0,0.2,0.6,0.4,0,0.6,-12.29,-5.46,,,-4.05,20.1,13.85,20.4,21.2,-8974.368,-16944.768,-11192.256,-4905.516129,-4378.516129,0.19,-1.06
+17/08/2014,0.2,0,0,4.8,3.4,1.8,0.2,6.4,0,2.2,-12.29,-5.43,,-6.13,-4.07,19.95,15.6,20.1,20.65,-8525.6496,-16097.5296,-10632.6432,-4660.240323,-4159.590323,0.18,-1.07
+18/08/2014,0,0,0,0,0,0,0,0,0,0,-12.28,-5.47,,-6.13,-4.07,18.85,15.25,19.35,20.05,-8974.368,-16944.768,-11192.256,-4905.516129,-4378.516129,0.17,-1.07
+19/08/2014,0,0,0,0,0,0,0,0,5.4,0,-12.28,-5.49,,-6.16,-4.08,21.6,15.7,21.7,22.3,-8974.368,-16944.768,-11192.256,-4905.516129,-4378.516129,0.18,-1.06
+20/08/2014,13.8,0.4,0,0,56.2,2.4,29.2,2.4,4,48.2,-12.27,-5.51,,-6.21,-4.07,22.9,16.65,22.7,23.7,-8974.368,-16944.768,-11192.256,-4905.516129,-4378.516129,0.21,-1.04
+21/08/2014,0,0,0,0,0,0,0.2,0,0,0.2,-12.27,-5.52,,-6.23,-4.08,20.85,15.1,21.15,22.05,-8974.368,-16944.768,-11192.256,-4905.516129,-4378.516129,0.17,-1.05
+22/08/2014,0,0,0,0,0,0,0,0,0,0,-12.27,-5.54,,-6.25,-4.08,19.45,15.3,19.65,20.5,-8974.368,-16944.768,-11192.256,-4905.516129,-4378.516129,0.17,-1.05
+23/08/2014,0.4,0.4,2,0.4,0.8,0.4,1,0.4,3.8,0.8,-12.25,-5.55,,,-4.09,20.6,13.8,20.15,20.75,-8974.368,-16944.768,-11192.256,-4905.516129,-4378.516129,0.16,-1.04
+24/08/2014,2.8,0.4,0,1,0.8,0.8,3.2,2,0.2,3,-12.25,-5.54,,,-4.09,20.45,15.05,20.8,21.35,-8525.6496,-16097.5296,-10632.6432,-4660.240323,-4159.590323,0.15,-1.05
+25/08/2014,0,0,0,0,0,0,0,0,0,0,-12.26,-5.61,,,-4.14,20.15,14.6,20,20.65,-8974.368,-16944.768,-11192.256,-4905.516129,-4378.516129,0.14,-1.05
+26/08/2014,0.6,0.2,0,0,0.4,0.4,0,0,0.6,1,-12.24,-5.65,,,-4.18,21.15,14.75,21.15,21.9,-8974.368,-16944.768,-11192.256,-4905.516129,-4378.516129,0.14,-1.05
+27/08/2014,13.6,0.2,0,0,18,0.6,11.4,3.2,14.4,10.4,-12.22,-5.63,,,-4.18,22.45,16.75,22.3,23.05,-8974.368,-16944.768,-11192.256,-4905.516129,-4378.516129,0.17,-1.04
+28/08/2014,0,0,0,0,0.4,0,0.2,0.2,0.2,0,-12.25,-5.63,,,-4.2,23.5,18.35,24.15,24.35,-8974.368,-16944.768,-11192.256,-4905.516129,-4378.516129,0.14,-1.06
+29/08/2014,0,0,0,0,0,0,0.4,0,0,2,-12.26,-5.65,,,-4.21,23.35,18.55,24.15,24,-8974.368,-16944.768,-11192.256,-4905.516129,-4378.516129,0.14,-1.06
+30/08/2014,0,0,0,0,0,0,0,0,0,0,-12.26,-5.63,,,-4.22,22.45,18.9,22.95,23.55,-8974.368,-16944.768,-11192.256,-4905.516129,-4378.516129,0.14,-1.06
+31/08/2014,0,0,0,0,0,0,0,0.4,0,0,-12.24,-5.64,,,-4.23,23,17.65,22.4,22.95,-8525.6496,-16097.5296,-10632.6432,-4660.240323,-4159.590323,0.14,-1.06
+01/09/2014,10.2,33.8,28,26,0,15.2,13.6,12.4,7.2,40.4,-12.21,-5.63,,,-4.18,19.9,14,19.7,20.6,-9810.72,-17044.128,-12341.376,-4329.066667,-4883.866667,0.19,-0.99
+02/09/2014,0,0,0,0,0,0,0,0.2,0,0,-12.24,-5.63,,,-4.2,18.65,16,20.9,20.55,-9810.72,-17044.128,-12341.376,-4329.066667,-4883.866667,0.15,-1.06
+03/09/2014,0,0,0,0,0,0,0,2.8,0,0,-12.25,-5.64,,,-4.23,17.8,15.1,18.6,19.2,-9810.72,-17044.128,-12341.376,-4329.066667,-4883.866667,0.14,-1.05
+04/09/2014,0,0,0,0,0,0,0,2,0,0,-12.27,-5.65,,,-4.24,19.2,15.7,20.4,20.6,-9810.72,-17044.128,-12341.376,-4329.066667,-4883.866667,0.14,-1.06
+05/09/2014,0,0,0,0,0,0,0,16,0,0,-12.27,-5.66,,,-4.26,21.95,16.65,21.85,22.6,-9810.72,-17044.128,-12341.376,-4329.066667,-4883.866667,0.14,-1.06
+06/09/2014,1.2,1.6,0,2.8,0,0,0,0.8,11.6,0.6,-12.26,-5.67,,,-4.26,21.65,18.2,22.55,22.65,-9810.72,-17044.128,-12341.376,-4329.066667,-4883.866667,0.14,-1.05
+07/09/2014,1,0,0,0,0.2,1.6,33,0,10.8,11.8,-12.29,-5.66,,,-4.26,22.05,17.65,22.05,22.6,-9320.184,-16191.9216,-11724.3072,-4112.613333,-4639.673333,0.16,-1.03
+08/09/2014,2,0,0,0,0,0.2,3.6,2.8,0,7.4,-12.31,-5.66,,,-4.27,22.6,18.3,22.85,22.75,-9810.72,-17044.128,-12341.376,-4329.066667,-4883.866667,0.15,-1.04
+09/09/2014,0,0,0,0,0,0,0,0.4,0,0,-12.31,-5.67,,,-4.27,22,18.3,22.7,23.25,-9810.72,-17044.128,-12341.376,-4329.066667,-4883.866667,0.15,-1.04
+10/09/2014,14.8,21,41,9,0.2,6.4,14,15.2,17.6,14,-12.29,-5.71,,,-4.25,18.6,15.3,18.7,18.85,-9810.72,-17044.128,-12341.376,-4329.066667,-4883.866667,0.23,-0.97
+11/09/2014,9.6,21.2,20,50,0.2,0,13.4,12.4,13.6,7.2,-12.26,-5.64,,,-4.23,20.7,15.6,21.45,20.55,-9810.72,-17044.128,-12341.376,-4329.066667,-4883.866667,0.21,-1
+12/09/2014,15.6,3,8,8.4,3.6,1.4,6,22.6,10.4,5.2,-12.27,-5.62,,,-4.25,18.55,12.85,19.85,19.75,-9810.72,-17044.128,-12341.376,-4329.066667,-4883.866667,0.19,-1.03
+13/09/2014,0,0,0,0,0,0,0.2,0,0,0,-12.31,-5.62,,,-4.26,18.5,14.2,18.9,19.45,-9810.72,-17044.128,-12341.376,-4329.066667,-4883.866667,0.19,-1.03
+14/09/2014,0,0,0,0,0,0,0,0,0.2,0,-12.31,-5.67,,,-4.28,19.9,15.3,20.25,20.2,-9320.184,-16191.9216,-11724.3072,-4112.613333,-4639.673333,0.16,-1.05
+15/09/2014,0,0,0,0,0,0,0,4,0,0,-12.31,-5.71,,,-4.28,18.9,15.3,19.6,19.5,-9810.72,-17044.128,-12341.376,-4329.066667,-4883.866667,0.15,-1.04
+16/09/2014,0,0,0,0,0,0,0,0,0,0,-12.31,-5.66,,,-4.29,21.5,16.25,22.45,22.05,-9810.72,-17044.128,-12341.376,-4329.066667,-4883.866667,0.15,-1.05
+17/09/2014,0,0,0,0,0,0,0,1.2,0,0,-12.31,-5.65,-1.87,,-4.3,20.05,15.5,21.4,20.95,-9810.72,-17044.128,-12341.376,-4329.066667,-4883.866667,0.15,-1.05
+18/09/2014,0,0,0,0,0,0,0,1.2,0,0,-12.32,-5.65,-1.83,,-4.31,21,15.9,22.1,21.6,-9810.72,-17044.128,-12341.376,-4329.066667,-4883.866667,0.16,-1.05
+19/09/2014,0,0.4,31,0,0.8,1.8,0.2,0,24.2,0.2,-12.33,-5.64,-1.89,-7.09,-4.31,20.7,15.8,20,20.35,-9810.72,-17044.128,-12341.376,-4329.066667,-4883.866667,0.21,-1.03
+20/09/2014,35.2,53.6,7,32.6,53.2,47.6,39,58.8,21.2,24,-12.31,-5.62,-1.35,-6.95,-4.21,23.35,18.15,23.6,24,-9810.72,-17044.128,-12341.376,-4329.066667,-4883.866667,0.36,-0.76
+21/09/2014,0,0,0,0,0,0,0,0,0.2,0,-12.31,-5.57,-1.43,-6.85,-4.24,21.75,16.55,21.7,22.45,-9320.184,-16191.9216,-11724.3072,-4112.613333,-4639.673333,0.29,-0.98
+22/09/2014,0.2,14.6,0,1.2,3.4,16.2,0,0,0,2.4,-12.27,-5.56,-1.44,-6.67,-4.2,21.35,16.65,21.65,22.35,-9810.72,-17044.128,-12341.376,-4329.066667,-4883.866667,0.3,-0.7
+23/09/2014,0,0.2,0,0,0,0,0,0.2,0,0,-12.32,-5.56,-1.52,-6.68,-4.16,16.9,13.65,18.1,18.05,-9810.72,-17044.128,-12341.376,-4329.066667,-4883.866667,0.2,-0.73
+24/09/2014,0,0,0,0,0,0,0,0,0,0,-12.33,-5.55,-1.58,-6.65,-4.18,15.1,14.2,16.7,15.75,-9810.72,-17044.128,-12341.376,-4329.066667,-4883.866667,0.19,-0.75
+25/09/2014,0,2.2,2.2,3,0,0.2,0,0,0,0,-12.32,-5.53,-1.68,-6.62,-4.19,17.9,14.2,18.95,19.1,-9810.72,-17044.128,-12341.376,-4329.066667,-4883.866667,0.18,-0.8
+26/09/2014,0,0,0,0,0,0,0,0,0,0,-12.36,-5.61,-1.58,-6.65,-4.25,17.75,14.25,18.65,18,-9810.72,-17044.128,-12341.376,-4329.066667,-4883.866667,0.16,-0.93
+27/09/2014,0,0,0,0,0,0,0,0,0,0,-12.38,-5.58,-1.69,-6.73,-4.3,18.9,17.25,20,19.05,-9810.72,-17044.128,-12341.376,-4329.066667,-4883.866667,0.19,-1.01
+28/09/2014,0,0,0,0,0,0,0,0,0,0,-12.39,-5.57,-1.69,-6.77,-4.33,19.7,18.05,21.05,19.95,-9320.184,-16191.9216,-11724.3072,-4112.613333,-4639.673333,0.18,-1.02
+29/09/2014,0,0,0,0,0,0,0,0,0,0,-12.4,-5.55,-1.71,-6.8,-4.35,18.5,16.75,20.25,19.55,-9810.72,-17044.128,-12341.376,-4329.066667,-4883.866667,0.17,-1.03
+30/09/2014,0,0,0,0,0,0,0,0,0.6,0,-12.38,-5.55,-1.77,-6.73,-4.36,19.45,16.25,19.9,19.35,-9810.72,-17044.128,-12341.376,-4329.066667,-4883.866667,0.18,-1.03
+01/10/2014,6.8,16.6,25.6,10.8,7.2,8.6,9.8,5,12.4,13.6,-12.36,-5.56,-1.76,-6.67,-4.36,20,15.1,19.6,19.55,-9693.216,-17032.896,-11867.04,-5106.064516,-4726.322581,0.2,-1.01
+02/10/2014,3.2,1.6,0,2.8,0.2,0.8,0.2,7.2,0,0.8,-12.35,-5.54,-1.75,-6.67,-4.36,19.85,15.25,20.35,20.25,-9693.216,-17032.896,-11867.04,-5106.064516,-4726.322581,0.2,-1
+03/10/2014,0,0,0,0,0,0,0,0,0,0,-12.33,-5.57,-1.8,-6.68,-4.36,18,15.4,19.3,18.75,-9693.216,-17032.896,-11867.04,-5106.064516,-4726.322581,0.19,-0.99
+04/10/2014,0,0,0,0,0,0,0,0,0,0,-12.31,-5.58,-1.77,-6.7,-4.37,18,14.85,18.9,17.9,-9693.216,-17032.896,-11867.04,-5106.064516,-4726.322581,0.18,-0.99
+05/10/2014,0,0,0,0,0,0,0,0,0,0,-12.29,-5.55,-1.8,-6.8,-4.37,17.85,14.4,18.35,17.45,-9208.5552,-16181.2512,-11273.688,-4850.76129,-4490.006452,0.18,-0.99
+06/10/2014,0,0,0,0,0,0,0,0,0,0,-12.29,-5.55,-1.76,-6.7,-4.35,17.5,14.25,18.5,17.85,-9693.216,-17032.896,-11867.04,-5106.064516,-4726.322581,0.18,-0.92
+07/10/2014,0,0,0,0,0,0,0,0,1.4,0,-12.31,-5.57,-1.76,-6.68,-4.36,16.6,14.4,17.4,16.8,-9693.216,-17032.896,-11867.04,-5106.064516,-4726.322581,0.14,-0.94
+08/10/2014,6.6,2.8,0,0,0,0,1.6,1.8,2.4,3.6,-12.32,-5.6,-1.9,-6.69,-4.33,20.35,17,19.85,20,-9693.216,-17032.896,-11867.04,-5106.064516,-4726.322581,0.14,-0.94
+09/10/2014,0,1.2,0,0,0.6,2.4,1,3,0.8,0,-12.31,-5.62,-1.74,-6.75,-4.31,21,17.2,21.4,21.4,-9693.216,-17032.896,-11867.04,-5106.064516,-4726.322581,0.16,-0.94
+10/10/2014,3.8,0,0,0.2,0.6,1,3.2,2.8,0.6,3.2,-12.31,-5.61,-1.93,-6.77,-4.34,22.9,18.25,23.45,23.35,-9693.216,-17032.896,-11867.04,-5106.064516,-4726.322581,0.2,-0.95
+11/10/2014,0,0,27.8,0,0.2,0,0,1.4,42,0,-12.31,-5.65,-1.64,-6.8,-4.38,21,15.4,20.2,20.6,-9693.216,-17032.896,-11867.04,-5106.064516,-4726.322581,0.21,-0.95
+12/10/2014,40.2,9.6,2.4,38.4,29.6,18.2,72.2,18.4,0.4,36.4,-12.3,-5.59,-1.09,-6.78,-4.38,19.95,16.8,20.7,19.75,-9208.5552,-16181.2512,-11273.688,-4850.76129,-4490.006452,0.3,-0.95
+13/10/2014,0.2,0.2,44.8,15.4,0,0,0.2,1.4,24.2,0.2,-12.27,-5.57,-1.01,-6.62,-4.39,20.95,15.4,20.15,21.35,-9693.216,-17032.896,-11867.04,-5106.064516,-4726.322581,0.26,-0.95
+14/10/2014,11.4,16,1.2,72.2,14.8,10.4,20.8,26.6,0,16.4,-12.23,-5.52,-1.15,-6.46,-4.4,19.8,15.35,19.9,20.45,-9693.216,-17032.896,-11867.04,-5106.064516,-4726.322581,0.37,-0.95
+15/10/2014,7.2,1,11.2,33,8.2,10.6,15.4,24.6,15.6,9.2,-12.21,-5.51,-1,-6.31,-4.41,20.45,16.45,21.05,20.65,-9693.216,-17032.896,-11867.04,-5106.064516,-4726.322581,0.31,-0.96
+16/10/2014,0.4,0.8,0,4,5.2,0.2,1.2,1.6,4,3.2,-12.24,-5.5,-1.02,-6.24,-4.42,20.2,18.4,19.75,20.3,-9693.216,-17032.896,-11867.04,-5106.064516,-4726.322581,0.29,-0.97
+17/10/2014,33,17.8,1,3,45.2,34.6,36.8,8.4,21.8,47.8,-12.25,-5.52,-0.91,-6.18,-4.32,21.05,13.7,20.85,21,-9693.216,-17032.896,-11867.04,-5106.064516,-4726.322581,0.46,-0.58
+18/10/2014,9.4,2.4,0,7,16.2,17.2,17.2,1,0.2,32.2,-12.29,-5.48,-0.99,-6.2,-4.22,20.7,9.65,21.3,21.15,-9693.216,-17032.896,-11867.04,-5106.064516,-4726.322581,0.48,-0.75
+19/10/2014,0,0,0,0.2,0,0,0,0.2,0.2,0,-12.3,-5.45,-0.99,-6.21,-4.31,19.9,17.95,20.4,20.1,-9208.5552,-16181.2512,-11273.688,-4850.76129,-4490.006452,0.34,-0.95
+20/10/2014,0,0,0,0.4,0,0,0,0.4,0,0.2,-12.28,-5.43,-0.98,-6.13,-4.34,18.05,16.55,18.2,18.55,-9693.216,-17032.896,-11867.04,-5106.064516,-4726.322581,0.3,-0.96
+21/10/2014,0,14,9.4,12.6,0,1.6,0,0.2,5.8,0,-12.2,-5.43,-1.19,-6.03,-4.36,20.2,18.1,19.05,19.75,-9693.216,-17032.896,-11867.04,-5106.064516,-4726.322581,0.28,-0.96
+22/10/2014,2.2,2.2,0,0.8,6.6,4.4,2.8,15,0.2,8,-12.18,-5.43,-1.27,-6.03,-4.36,15.1,12.7,14.1,14.9,-9693.216,-17032.896,-11867.04,-5106.064516,-4726.322581,0.26,-0.99
+23/10/2014,0,0,0,0,0,0,0,0.2,0,0,,-5.47,-1.32,-6.03,-4.36,12.25,12.15,12.95,13.4,-9693.216,-17032.896,-11867.04,-5106.064516,-4726.322581,0.26,-1
+24/10/2014,0,0,0,0,0,0,0,0,0,0,,-5.5,-1.58,-6.2,-4.39,15.55,14.15,15.25,15.7,-9693.216,-17032.896,-11867.04,-5106.064516,-4726.322581,0.23,-1
+25/10/2014,0,0,0,0,0,0,0,0,0,0,,-5.5,-1.52,-6.33,-4.41,12.85,11.75,14.25,13.55,-9693.216,-17032.896,-11867.04,-5106.064516,-4726.322581,0.24,-1
+26/10/2014,0,0,0,0,0,0,0,0,0,0,,-5.49,-1.62,-6.3,-4.42,12.45,10.35,14.15,13.55,-9208.5552,-16181.2512,-11273.688,-4850.76129,-4490.006452,0.22,-1
+27/10/2014,0,0,0,0,0,0,0,0,0,0,,-5.46,-1.63,-6.27,-4.43,11.5,8.6,12,11.9,-9693.216,-17032.896,-11867.04,-5106.064516,-4726.322581,0.23,-1
+28/10/2014,0,0,0,0,0,0,0,0,0,0,,-5.5,-1.64,-6.21,-4.4,11.75,8.5,12.2,11.45,-9693.216,-17032.896,-11867.04,-5106.064516,-4726.322581,0.22,-1.01
+29/10/2014,0,0,0,0,0,0,0,0,0,0,,-5.51,-1.79,-6.23,-4.38,12.2,9.15,12.75,11.3,-9693.216,-17032.896,-11867.04,-5106.064516,-4726.322581,0.22,-1.04
+30/10/2014,0,0,0,0,0,0,0,0,0,0,,-5.51,-1.62,-6.26,-4.39,12.25,11.15,13.65,12.3,-9693.216,-17032.896,-11867.04,-5106.064516,-4726.322581,0.21,-1.05
+31/10/2014,0,0,0,0.2,0,0,0,0,0,0,,-5.62,-1.68,-6.37,-4.42,11.85,12.15,13.85,12.15,-9693.216,-17032.896,-11867.04,-5106.064516,-4726.322581,0.21,-1.05
+01/11/2014,0,0,0,0,0,0,0,0,0,0,,-5.64,-1.69,-6.35,-4.47,13.25,12.9,15.25,12.9,-8748.170667,-16988.832,-11685.6,-5187.733333,-3881.866667,0.22,-1.05
+02/11/2014,0,0,0,0.2,0,0,0,0,0,0,,-5.67,-1.62,-6.33,-4.49,12,11.45,13.5,12.25,-8310.762133,-16139.3904,-11101.32,-4928.346667,-3687.773333,0.21,-1.06
+03/11/2014,0,0,0,0.2,0,0,0,0,0,0.2,,-5.68,-1.7,-6.3,-4.5,12.45,10.8,14.6,13.2,-8748.170667,-16988.832,-11685.6,-5187.733333,-3881.866667,0.21,-1.05
+04/11/2014,9,0.8,0,0.6,1.4,0,0.4,0,1.2,6.2,,-5.63,-1.53,-6.34,-4.5,16.85,11.95,17.75,17.2,-8748.170667,-16988.832,-11685.6,-5187.733333,-3881.866667,0.22,-1.05
+05/11/2014,42.6,25.2,10.4,8.8,18.8,20.8,16.8,285,47.6,23.4,,-5.59,-1.44,-6.21,-4.36,16.75,12.05,16,17,-8748.170667,-16988.832,-11685.6,-5187.733333,-3881.866667,0.5,-0.3
+06/11/2014,43.4,52.8,24.8,19.8,65.2,52.6,52.4,22.2,52,50.8,,-5.52,-1.05,-6.23,-3.89,14.4,10.1,13.5,14.15,-8748.170667,-16988.832,-11685.6,-5187.733333,-3881.866667,0.87,0.75
+07/11/2014,18.2,8.4,0.2,1.8,5.4,7.4,9.6,4.4,0.2,28.2,,-5.4,-1.04,-6.17,-3.74,15.15,11.95,15.5,15.65,-8748.170667,-16988.832,-11685.6,-5187.733333,-3881.866667,0.69,0.11
+08/11/2014,0,0,0.2,0.2,0,0,0.2,0.6,0,0,,-5.37,-1.19,-6.17,-3.88,14.85,12.05,15.95,14.95,-8748.170667,-16988.832,-11685.6,-5187.733333,-3881.866667,0.5,-0.59
+09/11/2014,0,0.2,0.2,0,0,0,0,0.4,2.6,0,,-5.37,-1.3,-6.14,-4.06,14.7,11.85,15.5,14.5,-8310.762133,-16139.3904,-11101.32,-4928.346667,-3687.773333,0.4,-0.99
+10/11/2014,53.2,47,55.8,12.2,40.4,48.8,43.2,17,48,54.8,,-5.33,-0.52,-6.02,-3.89,14.55,11.4,15.3,14.8,-8748.170667,-16988.832,-11685.6,-5187.733333,-3881.866667,0.76,0.24
+11/11/2014,59,56.4,24.6,31.2,49.4,50.6,51.6,12.4,29.2,61.2,,-5.16,-0.3,-5.86,-3.22,15.75,10.55,15.5,15.55,-8748.170667,-16988.832,-11685.6,-5187.733333,-3881.866667,1.11,1.36
+12/11/2014,11.6,6.2,16,8.4,10,7.2,9,1.2,12.8,2.6,,-5,-0.61,-5.6,-3.13,14.55,10.2,14,14.3,-8748.170667,-16988.832,-11685.6,-5187.733333,-3881.866667,0.84,0.59
+13/11/2014,11.8,2.4,1,2.2,9,6.2,7.6,2.8,0,10.8,,-4.91,-0.89,-5.49,-3.16,15.9,10.05,15.85,15.15,-8748.170667,-16988.832,-11685.6,-5187.733333,-3881.866667,0.71,0.22
+14/11/2014,0,0,5.4,0.2,0,0,0,1.4,0,0.2,,-4.89,-0.76,,-3.2,15.35,10.3,15.6,14.9,-8748.170667,-16988.832,-11685.6,-5187.733333,-3881.866667,0.64,0.02
+15/11/2014,2.6,0,27.8,0.4,0.2,0.6,0.4,0,45.2,3.4,,-4.88,-0.84,,-3.35,13.85,10.9,13.9,14.25,-8748.170667,-16988.832,-11685.6,-5187.733333,-3881.866667,0.64,0
+16/11/2014,73,19.2,13.4,29.4,58.8,29.4,57.4,32.2,18.2,69.6,,-4.83,-0.75,-5.35,-2.85,12.75,8.25,12.75,13.4,-8310.762133,-16139.3904,-11101.32,-4928.346667,-3687.773333,1.11,1.46
+17/11/2014,22.4,8.6,34,18.6,19.2,6.4,14.2,0.6,36,17,,-4.73,-0.54,-5.22,-2.75,9.3,6.6,9.3,10.25,-8748.170667,-16988.832,-11685.6,-5187.733333,-3881.866667,0.95,0.98
+18/11/2014,29,39.6,6.8,30.4,36.8,40.8,30.8,3.6,31.8,34.8,,-4.66,-0.09,-5.13,-2.55,12.2,7.35,12.05,11.95,-8748.170667,-16988.832,-11685.6,-5187.733333,-3881.866667,1.02,1.18
+19/11/2014,39.6,6,0.6,15.8,44.6,37.2,72.2,7.4,3.4,66.6,,-4.56,-0.49,-5.17,-2.21,11.7,9,12.25,11,-8748.170667,-16988.832,-11685.6,-5187.733333,-3881.866667,1.06,1.29
+20/11/2014,0,0.2,0,0.4,0.2,0,0.2,0,0.2,1.8,-12.12,-4.5,-0.42,-5.21,-2.21,10.25,10.1,11.55,9.95,-8748.170667,-16988.832,-11685.6,-5187.733333,-3881.866667,0.83,0.6
+21/11/2014,0,0,5.6,0.2,0,0,0,0,0.4,0.2,-12.11,-4.52,-0.67,-5.23,-2.39,8.2,8.9,9.55,8.7,-8748.170667,-16988.832,-11685.6,-5187.733333,-3881.866667,0.7,0.19
+22/11/2014,0,4,0.6,1.8,0.4,2,0.4,0,1.6,1.4,-12.1,-4.57,-0.61,-5.24,-2.55,12.5,10.4,12.05,12.55,-8748.170667,-16988.832,-11685.6,-5187.733333,-3881.866667,0.65,0.01
+23/11/2014,2.4,0,0.2,0,0.8,0.2,2.2,0,0.4,2.4,-12.11,-4.59,-0.6,-5.28,-2.72,14.95,11.9,16,14.6,-8310.762133,-16139.3904,-11101.32,-4928.346667,-3687.773333,0.55,-0.36
+24/11/2014,0,0.2,0.2,0.2,0,0,0,0,0.2,0.2,-12.09,-4.65,-0.7,-5.29,-2.89,12.2,11.95,13.7,12.95,-8748.170667,-16988.832,-11685.6,-5187.733333,-3881.866667,0.48,-0.62
+25/11/2014,0.2,0,12.4,0.2,0,0,0,0,4.6,0.2,-12.06,-4.71,-0.8,-5.29,-3.04,13.85,11.7,14.4,14.3,-8748.170667,-16988.832,-11685.6,-5187.733333,-3881.866667,0.52,-0.49
+26/11/2014,7.6,12.8,39.2,7.2,7.8,7.2,8.6,4.2,6.2,8.6,-12.02,-4.72,-0.81,-5.24,-3.13,14.5,10.35,14.65,14.75,-8748.170667,-16988.832,-11685.6,-5187.733333,-3881.866667,0.53,-0.48
+27/11/2014,31.2,13.8,12.4,20.4,9,11.8,6.8,9.6,7.8,12.4,-11.99,-4.72,-0.72,-5.2,-3.19,14.15,10.05,14.5,14.5,-8748.170667,-16988.832,-11685.6,-5187.733333,-3881.866667,0.57,-0.31
+28/11/2014,28,8.4,4.8,2,18,13.2,16.8,9.2,13.2,28.6,-11.98,-4.7,-0.77,-5.17,,13.9,10.15,13.7,13.65,-8748.170667,-16988.832,-11685.6,-5187.733333,-3881.866667,0.72,0.28
+29/11/2014,2.6,0.2,0.2,0.2,0,0.4,0.4,0,2.2,1.4,-11.98,-4.69,-0.88,-5.22,,14.85,12.35,16.55,14.8,-8748.170667,-16988.832,-11685.6,-5187.733333,-3881.866667,0.66,0.07
+30/11/2014,2.2,0.2,0.2,0,1.4,0.6,2.8,2,3.2,3.4,-11.95,-4.67,-0.99,-5.26,,15.45,11.6,15.7,15.75,-8310.762133,-16139.3904,-11101.32,-4928.346667,-3687.773333,0.61,-0.09
+01/12/2014,23.6,13.2,16.8,7.6,25,14.4,26.6,11.8,31,29.4,-11.9,-4.67,-0.91,-5.24,,14,10.05,13.65,13.35,-8614.08,-18234.72,-11443.68,-5018.096774,-3762.677419,0.77,0.47
+02/12/2014,10.8,12.4,0.2,0,14.2,13.2,12.2,3.4,0.2,10.2,-11.92,-4.67,-0.58,-5.25,,13.35,9.8,14.3,13.5,-8614.08,-18234.72,-11443.68,-5018.096774,-3762.677419,0.76,0.4
+03/12/2014,0.4,0,1,0,0,6.8,0.6,7,4,0.4,-11.95,-4.65,-0.88,-5.3,,13.4,9.05,13.7,12.75,-8614.08,-18234.72,-11443.68,-5018.096774,-3762.677419,0.67,0.1
+04/12/2014,3.2,0.2,2,3.2,4.2,2.8,5.2,8.2,1.4,2.8,-11.99,-4.67,-0.9,-5.32,,11.05,8.2,11.8,12.05,-8614.08,-18234.72,-11443.68,-5018.096774,-3762.677419,0.62,-0.07
+05/12/2014,0.2,0,6.8,0,0.6,0.2,0.4,0.2,0.4,0.4,-11.99,-4.72,-0.96,-5.36,,10.8,6.9,11.3,12.05,-8614.08,-18234.72,-11443.68,-5018.096774,-3762.677419,0.57,-0.27
+06/12/2014,1.8,4.4,5.8,4.2,1,3.6,1,2.2,1.4,2.2,-11.98,-4.75,-0.98,-5.36,,12.65,6.95,13.35,12.5,-8614.08,-18234.72,-11443.68,-5018.096774,-3762.677419,0.5,-0.53
+07/12/2014,0.2,6.2,0.4,4.4,1.6,6,0.4,3.2,0,2.8,-11.99,-4.76,-0.98,-5.4,,9.25,5.6,8.85,9.6,-8183.376,-17322.984,-10871.496,-4767.191935,-3574.543548,0.48,-0.67
+08/12/2014,0,0,0,0,0,0,0.2,0,0,0,-12,-4.79,-1.13,-5.37,,9.5,6.6,11,9.3,-8614.08,-18234.72,-11443.68,-5018.096774,-3762.677419,0.46,-0.75
+09/12/2014,0,0,0,0.2,0,0,0,0,0,0,-11.99,-4.81,-1.3,-5.39,,7.75,4.3,7.8,9.4,-8614.08,-18234.72,-11443.68,-5018.096774,-3762.677419,0.43,-0.89
+10/12/2014,0,0,0,0,0,0,0,0,0,0,-12.04,-4.87,-1.3,-5.51,,7.2,4.05,7.4,6.85,-8614.08,-18234.72,-11443.68,-5018.096774,-3762.677419,0.4,-0.94
+11/12/2014,0,0,0,0,0,0,0,0,0,0,-12.01,-4.89,-1.36,-5.51,,6.7,6.5,7.6,6.4,-8614.08,-18234.72,-11443.68,-5018.096774,-3762.677419,0.32,-0.96
+12/12/2014,0,0,0.4,0,0,0,0,0,0,0,-12.03,-4.96,-1.45,-5.51,,4.85,6.15,6.95,5.4,-8614.08,-18234.72,-11443.68,-5018.096774,-3762.677419,0.33,-0.95
+13/12/2014,2.2,2.6,10.6,1.4,3.8,5.4,2.6,0,17.4,3.6,-12.04,-4.98,-1.37,,,9.9,7,8.85,9.3,-8614.08,-18234.72,-11443.68,-5018.096774,-3762.677419,0.35,-0.95
+14/12/2014,17.8,6.8,0.4,3.6,16.6,11,17.8,1,0.4,22.6,-12.04,-4.99,-1.41,-5.42,,10.7,7.85,10.8,11.05,-8183.376,-17322.984,-10871.496,-4767.191935,-3574.543548,0.42,-0.95
+15/12/2014,1.2,0.4,14.4,0.4,0.2,0,0.6,0,8.6,1.2,-12.02,-5.01,-1.41,-5.4,,10.9,7.45,11.55,11.2,-8614.08,-18234.72,-11443.68,-5018.096774,-3762.677419,0.44,-0.96
+16/12/2014,17.2,16.2,13.4,21.6,14.6,19.4,13.4,5.4,9.2,21,-11.94,-4.99,-1.1,-5.31,,11,6.3,10.95,10.9,-8614.08,-18234.72,-11443.68,-5018.096774,-3762.677419,0.49,-0.64
+17/12/2014,2.2,0.2,0,0.2,0.6,0.6,1.8,1.4,0,1.6,-11.96,-5.02,-1.11,-5.3,,9.5,6.75,11.1,10.3,-8614.08,-18234.72,-11443.68,-5018.096774,-3762.677419,0.49,-0.61
+18/12/2014,0,0,0,0.2,0,0,0,0,0.2,0,-12.02,-5.02,-1.23,-5.33,,10.1,8,11.75,9.75,-8614.08,-18234.72,-11443.68,-5018.096774,-3762.677419,0.47,-0.71
+19/12/2014,0,0.2,0.2,0,0,0,0.2,0,0,0.2,-12.05,-5.02,-1.22,-5.37,,9.1,8.15,9.6,9.7,-8614.08,-18234.72,-11443.68,-5018.096774,-3762.677419,0.45,-0.9
+20/12/2014,0,0,0.4,0,0,0,0,0,0,0,-12.04,-5.04,-1.25,-5.46,,10.65,8.8,12.3,11.95,-8614.08,-18234.72,-11443.68,-5018.096774,-3762.677419,0.4,-0.92
+21/12/2014,0.2,0.2,0.4,0.2,0,0,0,0,0.2,0.4,-12.07,-5.08,-1.56,-5.46,,9.7,9.25,11.95,10.1,-8183.376,-17322.984,-10871.496,-4767.191935,-3574.543548,0.36,-0.92
+22/12/2014,0,0,0,0,0.2,0,0.2,0,0,0,-12.1,-5.08,-1.34,,,6,7.55,7.95,6.25,-8614.08,-18234.72,-11443.68,-5018.096774,-3762.677419,0.38,-0.92
+23/12/2014,0.2,0,0,0.2,0,0,0,0,0,0,-12.08,-5.12,-1.33,,,9.05,7.05,10.7,9.65,-8614.08,-18234.72,-11443.68,-5018.096774,-3762.677419,0.34,-0.94
+24/12/2014,0,0,0,0,0,0,0,0,0,0,-12.06,-5.13,-1.56,,,12.45,6.4,12.3,12.35,-8614.08,-18234.72,-11443.68,-5018.096774,-3762.677419,0.35,-0.91
+25/12/2014,0,0,0,0,0,0,0,0,0,0,-12.02,-5.17,-1.48,,,9.65,6.35,9.85,10.25,-8614.08,-18234.72,-11443.68,-5018.096774,-3762.677419,0.34,-0.92
+26/12/2014,0,0.2,0.4,0,0,0,0.2,0,0,0,-12.02,-5.3,-1.54,,,6.1,4.75,8.35,7.45,-8614.08,-18234.72,-11443.68,-5018.096774,-3762.677419,0.31,-0.94
+27/12/2014,0,0,40,0,0,0,0,0,16.2,0,-11.92,-5.26,-1.14,,,1.05,2.75,1.65,1.85,-8614.08,-18234.72,-11443.68,-5018.096774,-3762.677419,0.38,-0.86
+28/12/2014,7.4,44.4,0,50,42,51.6,26.2,2,11.2,8.6,-11.86,-5.11,-0.96,-5.24,,3.75,0.85,4.9,4.1,-8183.376,-17322.984,-10871.496,-4767.191935,-3574.543548,0.37,-0.88
+29/12/2014,25.8,0,0,0.2,3.4,0,11.2,14.8,3.2,7.8,-12,-5.08,-0.89,-5.3,,2.75,0,3.05,3.5,-8614.08,-18234.72,-11443.68,-5018.096774,-3762.677419,0.32,-0.92
+30/12/2014,6.4,0,0,0,0.2,0,0,0.4,0,6.6,-12.03,-5.08,-1.19,-5.27,,1.05,-1.95,0.9,2,-8614.08,-18234.72,-11443.68,-5018.096774,-3762.677419,0.31,-0.92
+31/12/2014,0,0,0,0,0,0,0,0,0,5.8,-12.03,-5.1,-1,-5.21,,0.05,-3.4,1.5,1.05,-8614.08,-18234.72,-11443.68,-5018.096774,-3762.677419,0.3,-0.92
+01/01/2015,0,0,0,0,0,0,0,2,0,4.8,-12.06,-5.09,-1.09,-5.2,,2.1,0.65,3,2.9,-8379.032258,-17794.08,-11509.344,-5183.483871,-4078.483871,0.29,-0.92
+02/01/2015,0,0,0,0,0,0,0,0,0,6.6,-12.05,-5.13,-0.91,-5.16,,4.85,6.65,6.65,4.9,-8379.032258,-17794.08,-11509.344,-5183.483871,-4078.483871,0.28,-0.93
+03/01/2015,0,0,0,0,0,0,0,0,0,6.8,-12.02,-5.15,-1.24,-5.22,,5.45,6.05,6.2,5.4,-8379.032258,-17794.08,-11509.344,-5183.483871,-4078.483871,0.28,-0.93
+04/01/2015,0,0.2,0.4,0,0,0,0,0,0,0,-11.98,-5.19,-1.35,-5.23,,9.9,9.45,10.25,9.4,-7960.080645,-16904.376,-10933.8768,-4924.309677,-3874.559677,0.28,-0.94
+05/01/2015,0,0,0,0,0,0,0,0,0,0,-12.04,-5.19,-1.36,-5.27,,5.8,6,7,6.2,-8379.032258,-17794.08,-11509.344,-5183.483871,-4078.483871,0.28,-0.94
+06/01/2015,0,0,0,0,0,0,0,0,0,0,-12,-5.17,-1.47,-5.31,,5.5,6.65,6.25,5.6,-8379.032258,-17794.08,-11509.344,-5183.483871,-4078.483871,0.3,-0.94
+07/01/2015,0.2,0,0,0.2,0,0,0.2,0,0,0,-12.04,-5.19,-1.56,-5.36,,5.3,6.2,7.85,6.35,-8379.032258,-17794.08,-11509.344,-5183.483871,-4078.483871,0.29,-0.94
+08/01/2015,0,0,0.4,0,0,0,0,0,0,0,-12.06,-5.21,-1.54,-5.39,,8.5,6.05,9.65,8.3,-8379.032258,-17794.08,-11509.344,-5183.483871,-4078.483871,0.26,-0.94
+09/01/2015,0,0,0.4,0,0,0,0,0,0,0,-12.05,-5.25,-1.61,-5.44,,9.45,6.25,11,10.1,-8379.032258,-17794.08,-11509.344,-5183.483871,-4078.483871,0.26,-0.94
+10/01/2015,0,0,0.8,0,0,0,0,0,0,0,-12,-5.26,-1.27,-5.5,,11.05,7.35,11.2,11.6,-8379.032258,-17794.08,-11509.344,-5183.483871,-4078.483871,0.26,-0.95
+11/01/2015,0,1,3.2,0.2,1,0.8,0.4,0,2.2,1.2,-11.96,-5.31,-1.68,-5.5,,9.4,7.15,10.05,11.2,-7960.080645,-16904.376,-10933.8768,-4924.309677,-3874.559677,0.27,-0.94
+12/01/2015,0.6,1,0,0.6,2.4,2.2,1.4,16.8,0,1.4,-12.05,-5.3,-1.53,-5.55,,6.55,6.9,8.2,7.8,-8379.032258,-17794.08,-11509.344,-5183.483871,-4078.483871,0.26,-0.95
+13/01/2015,0,0,0,0,0,0,0,0,0,0,-12.04,-5.3,-1.57,-5.58,-3.9,7.75,4.6,8.6,7.3,-8379.032258,-17794.08,-11509.344,-5183.483871,-4078.483871,0.25,-0.95
+14/01/2015,0,0.2,3.6,0,0,0,0.2,0,1.4,0,-11.99,-5.3,-1.79,-5.54,-3.91,8.85,5.95,9,9.15,-8379.032258,-17794.08,-11509.344,-5183.483871,-4078.483871,0.28,-0.96
+15/01/2015,2,1.2,0,1.4,3.6,3.2,1.6,0,0.4,3.2,-11.99,-5.26,-1.57,-5.54,-3.92,9.8,6.55,10.1,10.75,-8379.032258,-17794.08,-11509.344,-5183.483871,-4078.483871,0.26,-0.97
+16/01/2015,0.2,0,1,0,0.6,0.2,0.8,0,6.6,0.6,-11.96,-5.26,-1.62,-5.53,-3.92,9.4,7.15,10.4,10.9,-8379.032258,-17794.08,-11509.344,-5183.483871,-4078.483871,0.29,-0.96
+17/01/2015,27.8,7.2,8.8,6.4,16.8,11.6,15.2,53.2,8.4,16.4,-11.94,-5.27,-1.61,-5.54,-3.89,11.45,6.45,11.25,11.6,-8379.032258,-17794.08,-11509.344,-5183.483871,-4078.483871,0.4,-0.82
+18/01/2015,2.8,0,0,0.2,0.2,0.6,1.4,0,0,1.2,-11.96,-5.26,-1.65,-5.6,-3.9,6.65,4.05,8.65,7.95,-7960.080645,-16904.376,-10933.8768,-4924.309677,-3874.559677,0.4,-0.94
+19/01/2015,0,0.2,0,0,0,0,0.2,0,0,0,-11.93,-5.27,-1.6,-5.6,-3.93,4.3,4.05,6.15,4.9,-8379.032258,-17794.08,-11509.344,-5183.483871,-4078.483871,0.37,-0.96
+20/01/2015,0.2,0,0.4,0.2,0,0,0,0,0,0.2,-11.9,-5.27,-1.64,-5.59,-3.94,7,4.6,8.9,7.4,-8379.032258,-17794.08,-11509.344,-5183.483871,-4078.483871,0.31,-0.97
+21/01/2015,0.6,0.4,15.6,0.4,0.2,0.2,0.4,0,14,1.4,-11.91,-5.29,-1.69,-5.58,-3.95,7.8,3.85,7.65,8.2,-8379.032258,-17794.08,-11509.344,-5183.483871,-4078.483871,0.31,-0.95
+22/01/2015,46,31.2,17.8,23.6,37.2,32.6,33.8,0.6,27.2,55.2,-11.9,-5.29,-1.21,,-3.85,9.15,3.7,8.6,8.45,-8379.032258,-17794.08,-11509.344,-5183.483871,-4078.483871,0.49,-0.53
+23/01/2015,4.6,2.4,0,0.4,2.4,2.8,3.2,3,0,3.2,-11.88,-5.25,-1.2,-5.46,-3.74,8.3,5.75,8.95,9.15,-8379.032258,-17794.08,-11509.344,-5183.483871,-4078.483871,0.51,-0.59
+24/01/2015,0,0,0,0,0,0,0,14.4,0,0,-11.91,-5.25,-1.29,-5.46,-3.82,9.15,5.15,9.1,9.35,-8379.032258,-17794.08,-11509.344,-5183.483871,-4078.483871,0.42,-0.87
+25/01/2015,0,0,0,0,0,0,0,1.2,0,0,-11.96,-5.25,-1.27,-5.52,-3.86,7.7,3.25,7,7.55,-7960.080645,-16904.376,-10933.8768,-4924.309677,-3874.559677,0.4,-0.84
+26/01/2015,0,0,0,0,0,0,0,2,0,0,-12,-5.25,-1.22,-5.54,-3.91,4.95,2.65,6.1,5.8,-8379.032258,-17794.08,-11509.344,-5183.483871,-4078.483871,0.38,-0.96
+27/01/2015,0,0,0,0,0,0,0,0,0,0,-11.97,-5.27,-1.35,-5.5,-3.94,2.65,1.8,3.55,3.45,-8379.032258,-17794.08,-11509.344,-5183.483871,-4078.483871,0.32,-0.97
+28/01/2015,0,0,0,0,0,0,0,0,0,0,-11.97,-5.3,-1.35,-5.5,-3.96,3.45,2.7,4.75,4.85,-8379.032258,-17794.08,-11509.344,-5183.483871,-4078.483871,0.33,-0.98
+29/01/2015,0,1.4,20.2,0.2,0,0.8,0,0,18.6,0,-11.86,-5.31,-1.47,-5.46,-3.96,4.05,2.35,5.1,4.75,-8379.032258,-17794.08,-11509.344,-5183.483871,-4078.483871,0.35,-0.96
+30/01/2015,65.6,48.4,31,61,74.4,74,68.2,2.2,39,90,-11.68,-5.28,-1,-5.28,-3.58,5.95,3.15,6.7,6.6,-8379.032258,-17794.08,-11509.344,-5183.483871,-4078.483871,0.75,0.23
+31/01/2015,0.2,1.4,2.8,2,2.2,1.2,1,0.4,2.8,4.2,-11.73,-5.2,-1.1,-5.28,-3.37,3,1.75,4.65,3.45,-8379.032258,-17794.08,-11509.344,-5183.483871,-4078.483871,0.59,-0.26
+01/02/2015,4,6.2,1.4,10.6,5.4,5.2,3.6,0.8,1.8,3.4,-11.77,-5.16,-1.22,-5.31,-3.41,5.45,1.35,6.25,5.7,-7901.8416,-16333.92,-11496.9456,-4763.673214,-4136.673214,0.49,-0.66
+02/02/2015,0,0,0.8,0.2,0,0,0,0,0,0,-11.84,-5.11,-1.13,-5.34,-3.52,5.5,2.5,5.95,5.5,-8317.728,-17193.6,-12102.048,-5014.392857,-4354.392857,0.45,-0.85
+03/02/2015,1.4,11,10.6,8.2,9.2,12,6.4,0,8.4,3,-11.84,-5.09,-1.17,-5.28,-3.6,3.95,-0.1,3.8,4.45,-8317.728,-17193.6,-12102.048,-5014.392857,-4354.392857,0.46,-0.84
+04/02/2015,15.4,4.8,0.6,1.4,6.2,6,7.2,11,1.6,14.6,-11.83,-5.08,-1.2,-5.22,-3.65,8.95,2.4,8.05,8.15,-8317.728,-17193.6,-12102.048,-5014.392857,-4354.392857,0.44,-0.88
+05/02/2015,19.8,26.2,50,16.2,28.8,16.4,20.4,37.2,24.6,21,-11.82,-5.06,-0.94,-5.21,-3.62,6.2,0.5,7.1,6.75,-8317.728,-17193.6,-12102.048,-5014.392857,-4354.392857,0.51,-0.59
+06/02/2015,12.2,16.6,6.4,11.6,24.2,10.8,15.8,44.6,2.6,14.2,-11.84,-5,-0.92,-5.22,-3.48,5.45,-0.65,6.45,6.05,-8317.728,-17193.6,-12102.048,-5014.392857,-4354.392857,0.53,-0.56
+07/02/2015,0,0,0,0.4,0,0,0,27,0,0,-11.94,-4.98,-0.89,-5.32,-3.43,4.55,-0.15,5.75,6.2,-8317.728,-17193.6,-12102.048,-5014.392857,-4354.392857,0.48,-0.75
+08/02/2015,0,0,0,0,0,0,0,0.4,0,0,-11.91,-4.96,-1.04,-5.34,-3.46,3.7,1.05,4.7,4.25,-7901.8416,-16333.92,-11496.9456,-4763.673214,-4136.673214,0.45,-0.76
+09/02/2015,0,0,0,0,0,0,0,0.4,0,0,-11.98,-4.96,-1.04,-5.32,-3.63,4.6,-0.8,3.15,4.35,-8317.728,-17193.6,-12102.048,-5014.392857,-4354.392857,0.4,-0.91
+10/02/2015,0,0,0,0,0,0,0,0,0,0,-11.99,-4.98,-1.09,-5.3,-3.67,6.25,6.4,7.25,7.15,-8317.728,-17193.6,-12102.048,-5014.392857,-4354.392857,0.39,-0.92
+11/02/2015,0,0.2,0,0.2,0,0,0.2,0,0,0,-11.99,-5.01,-1.08,-5.29,-3.7,8.4,9.4,10.05,8.7,-8317.728,-17193.6,-12102.048,-5014.392857,-4354.392857,0.37,-0.93
+12/02/2015,0.2,0,0,0,0,0,0,0,0,0,-11.98,-5.03,-1.14,-5.31,-3.71,8.35,8.45,10,9.05,-8317.728,-17193.6,-12102.048,-5014.392857,-4354.392857,0.34,-0.94
+13/02/2015,0,0,2,0,0,0,0.2,0,0.8,0,-11.98,-5.06,-1.17,-5.29,-3.73,7,5.4,7.9,7.6,-8317.728,-17193.6,-12102.048,-5014.392857,-4354.392857,0.36,-0.94
+14/02/2015,5.6,0,6.4,1.8,7.8,6.2,4.2,0,33.6,8.4,-11.93,-5.08,-1.18,-5.29,-3.73,8.9,4.4,7.8,8.3,-8317.728,-17193.6,-12102.048,-5014.392857,-4354.392857,0.41,-0.83
+15/02/2015,74.6,44.2,23,31.2,60.2,46.4,57,0,29.2,100,-11.9,-5.05,-0.98,-5.23,-3.37,9.05,3.85,8.9,9.15,-7901.8416,-16333.92,-11496.9456,-4763.673214,-4136.673214,0.74,0.28
+16/02/2015,5.4,3.4,0.4,1.4,5.8,5,5.2,6.4,0.2,5.6,-11.91,-4.98,-0.89,-5.17,-3.11,9.85,4.5,9.55,9.75,-8317.728,-17193.6,-12102.048,-5014.392857,-4354.392857,0.66,0.03
+17/02/2015,0,0.6,0.6,0.4,0,0.2,0,3.6,0,0.2,-11.98,-4.94,-1.13,-5.2,-3.1,10.4,6.8,10.1,11.3,-8317.728,-17193.6,-12102.048,-5014.392857,-4354.392857,0.57,-0.32
+18/02/2015,0,0,0,0,0,0,0,0.2,0,0,-12.03,-4.95,-1.06,-5.23,-3.14,7.5,4.5,7.65,8.1,-8317.728,-17193.6,-12102.048,-5014.392857,-4354.392857,0.49,-0.64
+19/02/2015,0,0,0,0,0,0,0,0,0,0,-12.02,-4.97,-1.05,-5.23,-3.39,5.8,3.85,6.95,6.1,-8317.728,-17193.6,-12102.048,-5014.392857,-4354.392857,0.5,-0.61
+20/02/2015,0,0,0,0,0,0,0,0,0,0,-11.97,-4.99,-1.11,-5.19,-3.45,5.6,4.35,6.8,6.25,-8317.728,-17193.6,-12102.048,-5014.392857,-4354.392857,0.46,-0.79
+21/02/2015,1.6,0,14.8,0,0,0,0.2,0,13.2,2.6,-11.85,-5.02,-1.33,,-3.52,6.15,2.65,7.25,6.85,-8317.728,-17193.6,-12102.048,-5014.392857,-4354.392857,0.43,-0.89
+22/02/2015,29.6,10.8,0.8,14.8,18.6,14.6,15,0,3,40.6,-11.78,-5.04,-1.28,,-3.47,9.75,5.4,9.95,10.65,-7901.8416,-16333.92,-11496.9456,-4763.673214,-4136.673214,0.48,-0.7
+23/02/2015,0.2,0,0,0,0,0,0,2,0,0,-11.82,-5.04,-1.26,,-3.49,8.15,5.9,8.6,9.2,-8317.728,-17193.6,-12102.048,-5014.392857,-4354.392857,0.46,-0.79
+24/02/2015,4.4,4.2,15.6,1.2,3.8,4.8,3.8,0,11.8,8.2,-11.79,-5.04,-1.35,,-3.46,7.8,3.25,8.2,8.1,-8317.728,-17193.6,-12102.048,-5014.392857,-4354.392857,0.45,-0.81
+25/02/2015,9,10.4,0.2,6.2,8.2,11.2,8.6,39.2,0,12.4,-11.85,-5.08,-1.22,,-3.43,9.1,2.8,8.35,9.3,-8317.728,-17193.6,-12102.048,-5014.392857,-4354.392857,0.46,-0.84
+26/02/2015,0,0,0.2,0.2,0,0,0,8,0,0,-11.9,-5.1,-1.36,,-3.45,8.3,4.45,7.9,8.45,-8317.728,-17193.6,-12102.048,-5014.392857,-4354.392857,0.42,-0.92
+27/02/2015,0,0,0.2,0,0,0,0,0.8,0,0,-11.87,-5.1,-1.29,,-3.56,9.75,5.15,10.3,10,-8317.728,-17193.6,-12102.048,-5014.392857,-4354.392857,0.41,-0.93
+28/02/2015,0,0,0,0,0,0,0,0,0,0,-11.9,-5.12,-1.41,,-3.61,8.6,5.95,9.45,9.25,-8317.728,-17193.6,-12102.048,-5014.392857,-4354.392857,0.38,-0.94
+01/03/2015,0,0,5.4,0,0,0,0,0,0.8,0,-11.93,-5.13,-1.36,,-3.64,7.1,4.9,8.85,8.55,-8561.7648,-16078.6512,-11556.864,-4847.298387,-4732.593548,0.37,-0.93
+02/03/2015,19.4,22.4,16.6,19.2,23.4,27,14.6,0,15.4,22.8,-11.88,-5.17,-1.33,,-3.6,11.7,7.1,11.1,11.6,-9012.384,-16924.896,-12165.12,-5102.419355,-4981.677419,0.44,-0.8
+03/03/2015,3.2,2.4,0,1.8,8.8,8.6,5.8,0,0.2,6.2,-11.93,-5.15,-1.22,,-3.56,12.7,8.35,12.35,12.95,-9012.384,-16924.896,-12165.12,-5102.419355,-4981.677419,0.48,-0.67
+04/03/2015,0,0,18.8,0,0.2,0.2,0.4,0,11.8,0.2,-11.91,-5.16,-1.19,,-3.52,9.15,4.45,8.75,9.05,-9012.384,-16924.896,-12165.12,-5102.419355,-4981.677419,0.49,-0.71
+05/03/2015,8.4,22.6,0.8,15.4,15.2,24.6,16.8,34,3.6,13.6,-11.89,-5.1,-1.07,,-3.5,9.3,3.15,10.6,10.25,-9012.384,-16924.896,-12165.12,-5102.419355,-4981.677419,0.47,-0.7
+06/03/2015,0,0,0,0,0,0,0,16,0,0,-11.96,-5.11,-1.26,,-3.52,9.5,3.6,8.45,9.05,-9012.384,-16924.896,-12165.12,-5102.419355,-4981.677419,0.46,-0.83
+07/03/2015,0,0,0,0,0,0,0,3.2,0,0,-11.96,-5.1,-1.26,,-3.58,10.45,4.55,8.9,9.7,-9012.384,-16924.896,-12165.12,-5102.419355,-4981.677419,0.41,-0.9
+08/03/2015,0,0,0,0,0,0,0,1,0,0,-11.93,-5.16,-1.33,,-3.61,9.25,5.1,9.1,9.7,-8561.7648,-16078.6512,-11556.864,-4847.298387,-4732.593548,0.38,-0.94
+09/03/2015,0,0,0,0,0,0,0,0,0,0,-11.92,-5.18,-1.49,,-3.63,7.3,4.85,7.5,8.35,-9012.384,-16924.896,-12165.12,-5102.419355,-4981.677419,0.37,-0.97
+10/03/2015,0,0,0,0,0,0,0,0,0,0,-11.91,-5.2,-1.44,,-3.65,7.95,6.2,8.9,8.75,-9012.384,-16924.896,-12165.12,-5102.419355,-4981.677419,0.35,-0.97
+11/03/2015,0,0,0,0,0,0,0,0,0,0,-11.88,-5.23,-1.52,,-3.66,8.65,6.5,9.6,9.85,-9012.384,-16924.896,-12165.12,-5102.419355,-4981.677419,0.36,-0.97
+12/03/2015,0,0,0,0,0,0,0,0,0,0,-11.88,-5.33,-1.59,,-3.65,9.75,5.95,10.5,10.5,-9012.384,-16924.896,-12165.12,-5102.419355,-4981.677419,0.37,-0.97
+13/03/2015,0,0,0,0,0,0,0,0,0,0,-11.86,-5.29,-1.46,,-3.67,7.8,6.2,9.25,8.75,-9012.384,-16924.896,-12165.12,-5102.419355,-4981.677419,0.37,-0.97
+14/03/2015,0,0,0,0,0,0,0,0,0,0,-11.86,-5.3,-1.6,,-3.68,8.55,7,9.95,9.75,-9012.384,-16924.896,-12165.12,-5102.419355,-4981.677419,0.36,-0.98
+15/03/2015,0,0,6.6,0,0,0,0,0,5,0,-11.87,-5.3,-1.56,,-3.69,8.7,5.5,10.2,10,-8561.7648,-16078.6512,-11556.864,-4847.298387,-4732.593548,0.35,-0.99
+16/03/2015,8.2,11.6,27.8,8.6,8,9.2,8.4,10.6,7,12.6,-11.87,-5.33,-1.54,,-3.7,9.5,4.35,9.85,9.95,-9012.384,-16924.896,-12165.12,-5102.419355,-4981.677419,0.36,-0.99
+17/03/2015,11,17,19.8,18.4,16.4,8.4,11,21.6,7.8,23,-11.86,-5.34,-1.35,,-3.71,12.05,6.2,12.4,12.55,-9012.384,-16924.896,-12165.12,-5102.419355,-4981.677419,0.38,-0.98
+18/03/2015,0.2,0,0,0,0,0.2,0.2,3.4,0,0.2,-11.84,-5.34,-1.37,,-3.71,11.35,8.05,12.3,11.95,-9012.384,-16924.896,-12165.12,-5102.419355,-4981.677419,0.37,-0.99
+19/03/2015,0,0,0,0,0,0,0,0,0,0,-11.83,-5.35,-1.36,,-3.71,11.45,9.8,12.55,12,-9012.384,-16924.896,-12165.12,-5102.419355,-4981.677419,0.34,-1.01
+20/03/2015,0,0,0,0.2,0,0,0,0,0,0,-11.84,-5.37,-1.54,,-3.73,11.85,9.95,12.9,12.45,-9012.384,-16924.896,-12165.12,-5102.419355,-4981.677419,0.36,-1.01
+21/03/2015,0,0,0,0,0,0,0,0,1.2,0,-11.81,-5.38,-1.6,,-3.74,9.95,7.15,11.15,11.15,-9012.384,-16924.896,-12165.12,-5102.419355,-4981.677419,0.33,-1
+22/03/2015,0.2,0,0,0,0.8,0,0.8,0,0,0.4,-11.78,-5.38,-1.58,,-3.74,12.4,7.5,13.7,13.8,-8561.7648,-16078.6512,-11556.864,-4847.298387,-4732.593548,0.35,-1.01
+23/03/2015,0,0,0,0,0,0,0,4.8,0,0,-11.78,-5.38,,,-3.73,14.95,9.45,13.75,14.8,-9012.384,-16924.896,-12165.12,-5102.419355,-4981.677419,0.31,-1.01
+24/03/2015,1,2.6,3.4,1,2,2,1.8,0,1.8,3.4,-11.76,-5.41,,,-3.73,12.9,7.9,12.55,13.2,-9012.384,-16924.896,-12165.12,-5102.419355,-4981.677419,0.33,-1
+25/03/2015,0.6,0.2,28.6,0.4,0.2,0.2,0.4,14.8,10,0.4,-11.66,-5.42,,,-3.73,12.5,7.15,13.45,13.2,-9012.384,-16924.896,-12165.12,-5102.419355,-4981.677419,0.36,-0.97
+26/03/2015,10,18.2,24.4,18,21,13.6,14.2,61.4,9,16.4,-11.72,-5.41,,-5.52,-3.63,12.05,7.45,11.8,12.85,-9012.384,-16924.896,-12165.12,-5102.419355,-4981.677419,0.49,-0.62
+27/03/2015,4.6,3,0.4,0.2,3.4,5.2,4,0.8,0.2,8.6,-11.74,-5.4,,-5.49,-3.61,11.8,8.25,12.05,13.3,-9012.384,-16924.896,-12165.12,-5102.419355,-4981.677419,0.46,-0.8
+28/03/2015,0,0.2,0,0.2,0.2,0,0,6.6,0,0,-11.8,-5.4,-1.57,-5.57,-3.69,11.8,8.55,10.9,12.25,-9012.384,-16924.896,-12165.12,-5102.419355,-4981.677419,0.39,-0.99
+29/03/2015,0,0,0,0,0,0,0,0,0,0,-11.79,-5.41,-1.63,-5.62,-3.73,11.8,9.95,11.6,12.45,-8561.7648,-16078.6512,-11556.864,-4847.298387,-4732.593548,0.35,-1.02
+30/03/2015,0,0,0.6,0,0,0,0,0,0.2,0.6,-11.77,-5.41,-1.65,-5.53,-3.72,12.75,8.1,12.75,13.65,-9012.384,-16924.896,-12165.12,-5102.419355,-4981.677419,0.35,-0.96
+31/03/2015,0,0,0.2,0,0,0,0,0,0.2,0.2,-11.8,-5.44,-1.69,-5.55,-3.75,13.4,9.65,13.45,13.55,-9012.384,-16924.896,-12165.12,-5102.419355,-4981.677419,0.35,-1.01
+01/04/2015,0,0,0.2,0,0,0,0,0.8,0,0,-11.81,-5.45,-1.69,-5.6,-3.77,14.55,10.5,15.05,16.35,-9677.664,-17231.616,-12713.76,-5131.966667,-4622.833333,0.35,-1.03
+02/04/2015,0,0,0,0,0,0,0,0.2,0,0,-11.83,-5.46,-1.77,-5.67,-3.79,11.75,9.25,11.7,12.9,-9677.664,-17231.616,-12713.76,-5131.966667,-4622.833333,0.35,-1.03
+03/04/2015,0,0,0,0.2,0,0,0,0,0,0,-11.83,-5.47,-1.75,-5.74,-3.8,11.55,8.8,12.25,12.95,-9677.664,-17231.616,-12713.76,-5131.966667,-4622.833333,0.3,-1.03
+04/04/2015,1.4,0,54,0,3,1.6,2.8,0,18.8,1.8,-11.79,-5.48,-1.66,-5.78,-3.76,9.85,5.85,10.1,10.6,-9677.664,-17231.616,-12713.76,-5131.966667,-4622.833333,0.31,-0.99
+05/04/2015,24.2,26.8,0.4,17.8,22.6,19.4,17,61.2,0,20.6,-11.78,-5.46,-1.53,-5.74,-3.71,9.7,3.2,10.2,10.1,-9193.7808,-16370.0352,-12078.072,-4875.368333,-4391.691667,0.36,-1
+06/04/2015,0,0,0,0,0,0,0,28.4,0,0,-11.86,-5.44,-1.6,-5.72,-3.72,8.25,4.2,8.6,8.95,-9677.664,-17231.616,-12713.76,-5131.966667,-4622.833333,0.31,-1.02
+07/04/2015,0,0,0,0,0,0,0,0,0,0,-11.92,-5.46,-1.67,-5.74,-3.77,6.9,4.45,7.9,8.75,-9677.664,-17231.616,-12713.76,-5131.966667,-4622.833333,0.31,-1.04
+08/04/2015,0,0,0,0,0,0,0,0,0,0,-11.92,-5.52,-1.7,-5.82,-3.84,8.8,7.3,9.45,9.45,-9677.664,-17231.616,-12713.76,-5131.966667,-4622.833333,0.31,-1.04
+09/04/2015,0,0,0,0,0,0,0,0,0,0,-11.92,-5.5,-1.75,-5.87,-3.86,11.2,11.55,12.05,12.2,-9677.664,-17231.616,-12713.76,-5131.966667,-4622.833333,0.29,-1.05
+10/04/2015,0,0,0,0,0,0,0,0,0,0,-11.92,-5.5,-1.75,-5.9,-3.87,13,10.3,12.2,13.9,-9677.664,-17231.616,-12713.76,-5131.966667,-4622.833333,0.29,-1.06
+11/04/2015,0,0,0,0,0,0,0,0,0,0,-11.91,-5.51,-1.81,-5.93,-3.88,11.35,8.2,11.8,12.3,-9677.664,-17231.616,-12713.76,-5131.966667,-4622.833333,0.27,-1.04
+12/04/2015,0,0,0,0,0,0,0,0,0,0,-11.92,-5.52,-1.82,-5.96,-3.89,14.3,11.85,14.8,15,-9193.7808,-16370.0352,-12078.072,-4875.368333,-4391.691667,0.26,-1.05
+13/04/2015,0,0,0,0.2,0,0,0,0,0,0,-11.92,-5.53,-1.83,-5.95,-3.9,13.8,13.85,14.45,14.95,-9677.664,-17231.616,-12713.76,-5131.966667,-4622.833333,0.29,-1.06
+14/04/2015,0,0,0,0,0,0,0,0,0,0,-11.9,-5.55,-1.85,-5.98,-3.9,15.2,13.2,14.6,15.65,-9677.664,-17231.616,-12713.76,-5131.966667,-4622.833333,0.31,-1.05
+15/04/2015,0,0,0,0.2,0,0,0,0,0,0,-11.88,-5.56,-1.88,-6.01,-3.91,16.25,14.35,14.7,16.95,-9677.664,-17231.616,-12713.76,-5131.966667,-4622.833333,0.3,-1.05
+16/04/2015,0,0,1,0,0,0,0,0,0,0,-11.87,-5.57,-1.89,-6.05,-3.91,13.85,12.5,14.75,15.3,-9677.664,-17231.616,-12713.76,-5131.966667,-4622.833333,0.31,-1.05
+17/04/2015,0.6,2.4,2.2,0.4,0.8,1,1,0,5.8,1.2,-11.84,-5.58,-1.88,-6,-3.92,15.4,10.5,14.35,14.75,-9677.664,-17231.616,-12713.76,-5131.966667,-4622.833333,0.3,-1.04
+18/04/2015,12.6,7.6,4.2,2.4,9.6,10.8,7.2,2,1.4,8.6,-11.83,-5.57,-1.88,-5.96,-3.93,15.85,8.3,16.35,16.25,-9677.664,-17231.616,-12713.76,-5131.966667,-4622.833333,0.28,-1.05
+19/04/2015,0.4,0,0,0,0,0.6,0.4,0.8,0,0.6,-11.86,-5.57,-1.91,-5.98,-3.94,11.7,6.95,12.4,13.25,-9193.7808,-16370.0352,-12078.072,-4875.368333,-4391.691667,0.27,-1.06
+20/04/2015,0,0,0,0,0,0.6,0,0,0,0.6,-11.86,-5.58,-1.94,-6.01,-3.95,13,9.6,13.6,13,-9677.664,-17231.616,-12713.76,-5131.966667,-4622.833333,0.25,-1.07
+21/04/2015,0,0,0,0,0,0,0,0,0,0,-11.89,-5.6,-1.95,-5.86,-3.95,14.15,13.7,15.3,15.35,-9677.664,-17231.616,-12713.76,-5131.966667,-4622.833333,0.24,-1.07
+22/04/2015,0,0,0,0,0,0,0,0,0,0,-11.89,-5.61,-1.98,-6.02,-3.96,14.9,13.3,14.75,15.85,-9677.664,-17231.616,-12713.76,-5131.966667,-4622.833333,0.25,-1.06
+23/04/2015,0,0,0,0,0,0,0,0,0,0,-11.85,-5.62,-1.99,-6.08,-3.97,14.6,11.55,14.8,16.1,-9677.664,-17231.616,-12713.76,-5131.966667,-4622.833333,0.25,-1.06
+24/04/2015,0,0,0,0,0,0,0,0,0,0,-11.85,-5.63,-2.01,-6.06,-3.98,15.15,11.5,16,16.45,-9677.664,-17231.616,-12713.76,-5131.966667,-4622.833333,0.25,-1.07
+25/04/2015,0,0,0,0,0,0,0,0,0,0,-11.86,-5.64,,-6.14,-3.99,14.35,11.95,14.85,15.05,-9677.664,-17231.616,-12713.76,-5131.966667,-4622.833333,0.26,-1.06
+26/04/2015,0,0,0.8,0,0,0,0,0,0.2,0,-11.84,-5.63,,-6.18,-3.99,15.6,11.65,16,16.55,-9193.7808,-16370.0352,-12078.072,-4875.368333,-4391.691667,0.27,-1.06
+27/04/2015,20.2,9.4,34.4,6.2,11.6,12,16.4,3,47.4,32.2,-11.77,-5.63,,-6.09,-3.96,14.7,9.05,13.65,14.15,-9677.664,-17231.616,-12713.76,-5131.966667,-4622.833333,0.34,-0.9
+28/04/2015,48,26.8,0.8,23.2,34.4,43,34.8,9.6,14.4,53,-11.77,-5.58,,-6.05,-3.7,14.25,8.65,13.85,14.55,-9677.664,-17231.616,-12713.76,-5131.966667,-4622.833333,0.57,-0.32
+29/04/2015,5.2,3,0.6,3,8.8,7.8,5.2,4.8,0,4.4,-11.84,-5.54,,-6.07,-3.84,16.6,10.9,16,17.6,-9677.664,-17231.616,-12713.76,-5131.966667,-4622.833333,0.41,-0.9
+30/04/2015,0,0,0.8,0,0,0,0,3,0,0,-11.85,-5.52,-1.88,-6.06,-3.91,14.45,9.15,14.4,15.3,-9677.664,-17231.616,-12713.76,-5131.966667,-4622.833333,0.39,-1
+01/05/2015,0,0,0.4,0,0,0,0,0,0.4,0.2,-11.83,-5.5,-1.85,-6.02,-3.96,15.05,10.3,14.45,15.75,-9627.552,-17578.944,-11982.384,-5262.741935,-4749.516129,0.33,-1.04
+02/05/2015,5.6,4,3.2,2,8.8,7.2,5,2.4,2.8,8.2,-11.81,-5.5,-1.87,-5.93,-3.98,16.35,11.25,16.1,16.9,-9627.552,-17578.944,-11982.384,-5262.741935,-4749.516129,0.31,-1.04
+03/05/2015,0,0.4,0.2,0.2,0.4,0.4,0.2,0,0,0.4,-11.82,-5.51,-1.88,-5.94,-4,17.65,13.3,18,18.15,-9146.1744,-16699.9968,-11383.2648,-4999.604839,-4512.040323,0.31,-1.05
+04/05/2015,0,0,0,0,0,0,0,0,0,0,-11.82,-5.52,-1.92,-5.96,-4.01,20.65,16.85,20.9,20.85,-9627.552,-17578.944,-11982.384,-5262.741935,-4749.516129,0.3,-1.06
+05/05/2015,0,0,0,0,0,0,0,0,0,0,-11.81,-5.54,-1.94,-5.98,-4.01,21.6,18.65,21.85,22.1,-9627.552,-17578.944,-11982.384,-5262.741935,-4749.516129,0.26,-1.06
+06/05/2015,0,0,0,0,0,0,0,0,0,0,-11.83,-5.56,-1.96,-6.08,-4.02,18.3,16.15,18.8,19.3,-9627.552,-17578.944,-11982.384,-5262.741935,-4749.516129,0.28,-1.06
+07/05/2015,0,0,0,0,0,0,0,0,0,0,-11.85,-5.57,-1.99,-6.13,-4.02,18.1,15.45,18.25,20,-9627.552,-17578.944,-11982.384,-5262.741935,-4749.516129,0.26,-1.06
+08/05/2015,0,0,0,0,0,0,0,0,0,0,-11.85,-5.59,-2,-6.16,-4.03,17.7,14,17.8,19.1,-9627.552,-17578.944,-11982.384,-5262.741935,-4749.516129,0.25,-1.06
+09/05/2015,0,0,0,0,0,0,0,0,0,0,-11.86,-5.6,-2.06,-6.2,-4.04,18.3,15.05,17.5,18.65,-9627.552,-17578.944,-11982.384,-5262.741935,-4749.516129,0.23,-1.06
+10/05/2015,0,0,0,0.2,0,0,0,0,0,0,-11.9,-5.61,-2.07,-6.28,-4.05,20.3,18.3,20.3,21.2,-9146.1744,-16699.9968,-11383.2648,-4999.604839,-4512.040323,0.2,-1.07
+11/05/2015,0,0,0,0,0,0,0,0,0,0,-11.92,-5.63,-2.07,-6.36,-4.06,20.25,18.6,20.6,20.9,-9627.552,-17578.944,-11982.384,-5262.741935,-4749.516129,0.24,-1.07
+12/05/2015,0,0,0,0,0,0,0,0,0,0,-11.93,-5.65,-2.06,-6.42,-4.07,20.55,18.75,20.9,21.55,-9627.552,-17578.944,-11982.384,-5262.741935,-4749.516129,0.23,-1.08
+13/05/2015,0,0,0,0,0,0,0,0,0,0,-11.93,-5.66,-2.11,-6.46,-4.07,18.2,14.9,18.5,19.9,-9627.552,-17578.944,-11982.384,-5262.741935,-4749.516129,0.22,-1.07
+14/05/2015,0,0,0,0,0,0,0,0,0,0,-11.85,-5.66,-2.1,-6.45,-4.06,19.5,15.65,18.85,21.2,-9627.552,-17578.944,-11982.384,-5262.741935,-4749.516129,0.22,-1.07
+15/05/2015,5.8,4.8,20.6,9.2,6.6,6.2,6.8,1.6,20.2,5.8,-11.82,-5.65,-2.04,-6.42,-4.06,16.65,11.9,15.3,16.45,-9627.552,-17578.944,-11982.384,-5262.741935,-4749.516129,0.25,-1.04
+16/05/2015,8.2,8.6,0,10.2,10,11.2,14.6,7.6,1.2,7.2,-11.87,-5.65,-2,-6.44,-4.08,15.8,11.4,15.7,16.1,-9627.552,-17578.944,-11982.384,-5262.741935,-4749.516129,0.23,-1.06
+17/05/2015,0.8,0.2,0,0,2.6,0.6,2.2,2.2,0,2.8,-11.86,-5.66,-2.03,-6.5,-4.16,20.3,18.3,21.7,21.8,-9146.1744,-16699.9968,-11383.2648,-4999.604839,-4512.040323,0.21,-1.08
+18/05/2015,0,0,0,0,0,0,0,0,0,0,-11.83,-5.66,-2.13,-6.57,-4.09,21.05,18.7,22.15,22.4,-9627.552,-17578.944,-11982.384,-5262.741935,-4749.516129,0.21,-1.08
+19/05/2015,0,0,0,0,0,0,0,0,0,0,-11.82,-5.67,-2.11,-6.59,-4.1,19,14.6,19.15,20.8,-9627.552,-17578.944,-11982.384,-5262.741935,-4749.516129,0.21,-1.07
+20/05/2015,4.4,0,6.6,0,0.4,0,2.4,0,5.6,23.8,-11.84,-5.68,-2.11,-6.54,-4.11,15.4,10.65,15.5,16.7,-9627.552,-17578.944,-11982.384,-5262.741935,-4749.516129,0.23,-1.07
+21/05/2015,2.6,8.6,0,4.2,4,7.6,1.2,0.8,3.6,4.4,-11.86,-5.69,-2.07,-6.51,-4.11,15.45,10.65,15.4,16.4,-9627.552,-17578.944,-11982.384,-5262.741935,-4749.516129,0.22,-1.07
+22/05/2015,1.2,2.6,8,2,3.8,2.6,3.4,24.6,3,2.4,-11.86,-5.71,-2.02,-6.5,-4.12,13.2,8.1,13.6,14.5,-9627.552,-17578.944,-11982.384,-5262.741935,-4749.516129,0.24,-1.07
+23/05/2015,0.2,2,10.8,5.4,0,1,0.2,21.4,4.6,0.6,-11.84,-5.69,-2.05,-6.52,-4.13,14.2,9.05,14.2,14.8,-9627.552,-17578.944,-11982.384,-5262.741935,-4749.516129,0.25,-1.06
+24/05/2015,7.2,3.2,0.2,0.2,2.4,2.8,3.2,6.6,0,6.8,-11.85,-5.67,-2.05,-6.59,-4.13,16.7,10.75,15.95,16.9,-9146.1744,-16699.9968,-11383.2648,-4999.604839,-4512.040323,0.23,-1.07
+25/05/2015,0,0,0,0,0,0,0,0,1.6,0,-11.84,-5.68,-2.08,-6.61,-4.14,16.3,13.1,16.85,17.3,-9627.552,-17578.944,-11982.384,-5262.741935,-4749.516129,0.23,-1.08
+26/05/2015,4.8,0,0.2,0,0,0,0.2,0,0.8,0,-11.83,-5.71,-2.13,-6.63,-4.14,16.75,12.45,16.9,17.7,-9627.552,-17578.944,-11982.384,-5262.741935,-4749.516129,0.24,-1.07
+27/05/2015,0.2,2,0.6,3,1.4,4,2.4,20,1,1,-11.86,-5.72,-2.12,-6.67,-4.15,16.35,13.75,17.55,18.05,-9627.552,-17578.944,-11982.384,-5262.741935,-4749.516129,0.22,-1.08
+28/05/2015,0,0,0,0,0,0,0,0.2,0,0,-11.89,-5.72,-2.09,-6.73,-4.14,17,13.25,17.3,17.9,-9627.552,-17578.944,-11982.384,-5262.741935,-4749.516129,0.22,-1.08
+29/05/2015,0,0,0,0,0,0,0,0,0,0,-11.87,-5.74,-2.18,-6.79,-4.16,17.2,14.55,17.1,18.05,-9627.552,-17578.944,-11982.384,-5262.741935,-4749.516129,0.21,-1.08
+30/05/2015,0,0,0,0,0,0,0,0,0,0,-11.88,-5.74,-2.24,-6.85,-4.17,17.3,13.8,17.9,19.05,-9627.552,-17578.944,-11982.384,-5262.741935,-4749.516129,0.2,-1.08
+31/05/2015,0,0,0,0,0,0,0,0,0,0,-11.89,-5.74,-2.23,-6.89,-4.18,19.35,15.4,19.35,20.25,-9146.1744,-16699.9968,-11383.2648,-4999.604839,-4512.040323,0.19,-1.08
+01/06/2015,0,0,0,0,0,0,0,0,0,0,-11.9,-5.74,-2.19,-6.85,-4.18,19.4,17.25,20,20.35,-10192.608,-17843.328,-12990.24,-6016.333333,-5290.8,0.18,-1.09
+02/06/2015,0,0,0,0,0,0,0,0,0,0,-11.92,-5.75,-2.26,-6.88,-4.19,19.55,17.1,19.7,20.75,-10192.608,-17843.328,-12990.24,-6016.333333,-5290.8,0.17,-1.08
+03/06/2015,0,0,0,0,0,0,0,0,0,0,-11.92,-5.76,-2.26,-6.92,-4.19,21.05,18.2,20.85,21.85,-10192.608,-17843.328,-12990.24,-6016.333333,-5290.8,0.17,-1.08
+04/06/2015,0,0,0,0,0,0,0,0,0,0,-11.92,-5.79,-2.41,-6.97,-4.2,23.7,23.1,23.5,24.6,-10192.608,-17843.328,-12990.24,-6016.333333,-5290.8,0.19,-1.08
+05/06/2015,0,0,0,0,0,0,0,0,0,0,-11.91,-5.81,-2.42,-7.05,-4.2,24.85,24.2,26.8,26.6,-10192.608,-17843.328,-12990.24,-6016.333333,-5290.8,0.17,-1.09
+06/06/2015,0,0,0,0,0,0,0,0,0,0,-11.92,-5.83,-2.49,-7.19,-4.21,26,23.55,26.6,26.55,-10192.608,-17843.328,-12990.24,-6016.333333,-5290.8,0.16,-1.1
+07/06/2015,0,0,0,0,0,0,0,0,0,0,-11.92,-5.82,-2.53,-7.31,-4.22,25,23.2,26.2,26.75,-9682.9776,-16951.1616,-12340.728,-5715.516667,-5026.26,0.16,-1.1
+08/06/2015,0,0,3.4,0,0,0,0,0,2.6,0,-11.91,-5.83,-2.48,-7.33,-4.22,25.1,20.05,25.05,26.3,-10192.608,-17843.328,-12990.24,-6016.333333,-5290.8,0.16,-1.09
+09/06/2015,0.4,0.8,0.2,1.2,1,4.6,0.2,0,0,24.2,-11.92,-5.84,-2.4,-7.34,-4.2,23.05,18.95,23.45,24.15,-10192.608,-17843.328,-12990.24,-6016.333333,-5290.8,0.18,-1.07
+10/06/2015,16,0,0,0.8,0,0,0,0,0.6,0,-11.94,-5.85,-2.37,-7.33,-4.21,23.85,19.85,23.95,24.8,-10192.608,-17843.328,-12990.24,-6016.333333,-5290.8,0.17,-1.08
+11/06/2015,1.6,0,0,0,28,0,0.4,8,0,0,-11.95,-5.85,-2.42,-7.38,-4.23,23.55,20.8,24.15,24.85,-10192.608,-17843.328,-12990.24,-6016.333333,-5290.8,0.17,-1.09
+12/06/2015,0,0,1.6,0,0,0,0,0.6,0,0,-11.95,-5.87,-2.44,-7.49,-4.24,22.75,18,23,23.55,-10192.608,-17843.328,-12990.24,-6016.333333,-5290.8,0.16,-1.08
+13/06/2015,0,0.2,0,0.2,0.2,0.2,0,0,0,0.2,-11.94,-5.86,-2.48,-7.49,-4.23,24.4,19.6,24.2,25.9,-10192.608,-17843.328,-12990.24,-6016.333333,-5290.8,0.16,-1.09
+14/06/2015,0,0,4,0,0,0,0,0,2.8,0,-11.93,-5.87,-2.52,-7.51,-4.24,20.55,16.8,21.3,21.65,-9682.9776,-16951.1616,-12340.728,-5715.516667,-5026.26,0.18,-1.08
+15/06/2015,13,3.6,3.2,9.2,15.2,27,7.4,1.8,3.2,15,-11.96,-5.86,-2.29,-7.35,-4.22,21.25,14.95,21.15,22.1,-10192.608,-17843.328,-12990.24,-6016.333333,-5290.8,0.21,-1.04
+16/06/2015,0.4,0.2,0.4,3.4,25.8,8,2.4,0,0,1.4,-11.96,-5.85,-2.25,-7.28,-4.24,20.35,15.35,20.75,21.25,-10192.608,-17843.328,-12990.24,-6016.333333,-5290.8,0.16,-1.07
+17/06/2015,0.4,0.2,0,0.2,1,0,1.2,8,2.6,0.2,-11.96,-5.89,-2.27,-7.21,-4.27,21.05,15.7,21.25,21.9,-10192.608,-17843.328,-12990.24,-6016.333333,-5290.8,0.16,-1.08
+18/06/2015,0,0,0,0,0,0.2,0,6.8,0,0,-11.96,-5.92,-2.33,-7.18,-4.28,20.8,15.9,20.3,21.7,-10192.608,-17843.328,-12990.24,-6016.333333,-5290.8,0.16,-1.08
+19/06/2015,0,0,0,0,0,0,0,0,0.2,0,-11.94,-5.89,-2.41,-7.22,-4.3,21.95,17.25,21.9,23.55,-10192.608,-17843.328,-12990.24,-6016.333333,-5290.8,0.18,-1.08
+20/06/2015,0,0,2.6,0,0.2,0,0,7.2,3.4,0,-11.96,-5.88,-2.42,-7.23,-4.31,21.3,16.85,21.25,22,-10192.608,-17843.328,-12990.24,-6016.333333,-5290.8,0.17,-1.08
+21/06/2015,0,3.2,0,0,0.2,5.6,0,0,0,0,-11.99,-5.87,-2.39,-7.26,-4.32,20.35,15.85,20.75,21.4,-9682.9776,-16951.1616,-12340.728,-5715.516667,-5026.26,0.17,-1.09
+22/06/2015,0,0,0,0,0,0.6,0,0.4,0,0,-11.99,-5.87,-2.4,-7.23,-4.33,21.1,17.55,21,22,-10192.608,-17843.328,-12990.24,-6016.333333,-5290.8,0.16,-1.09
+23/06/2015,0,0.4,0,0,1.6,0.8,0.2,2,0.8,0.8,-11.95,-5.87,-2.44,-7.26,-4.34,24,17.25,23.2,23.95,-10192.608,-17843.328,-12990.24,-6016.333333,-5290.8,0.16,-1.08
+24/06/2015,34.2,3.4,2.4,0.4,3.8,12.8,23.4,11.2,11,9.2,-12.02,-5.86,-2.4,-7.34,-4.34,20,15.75,20.45,21.45,-10192.608,-17843.328,-12990.24,-6016.333333,-5290.8,0.18,-1.08
+25/06/2015,0,0,0,0.2,0,0,0,0,0,0,-12.05,-5.86,-2.43,-7.34,-4.35,20.6,17.2,21.85,21.5,-10192.608,-17843.328,-12990.24,-6016.333333,-5290.8,0.16,-1.1
+26/06/2015,0,0,0,0,0,0,0,0,0,0,-12.04,-5.87,-2.47,-7.37,-4.36,22.4,18.5,22.95,23.3,-10192.608,-17843.328,-12990.24,-6016.333333,-5290.8,0.15,-1.1
+27/06/2015,0,0,0,0,0,0,0,0,0,0,-12.04,-5.9,-2.52,-7.49,-4.36,22.15,18.85,22.4,23.1,-10192.608,-17843.328,-12990.24,-6016.333333,-5290.8,0.16,-1.09
+28/06/2015,0,0,0,0,0,0,0,6.2,0,0,-12.04,-5.89,-2.58,-7.47,-4.37,24.15,21.1,24.75,24.85,-9682.9776,-16951.1616,-12340.728,-5715.516667,-5026.26,0.15,-1.1
+29/06/2015,0,0,0,0,0,0,0,0,0,0,-12.06,-5.9,-2.54,-7.48,-4.35,25,20.95,25.25,25.8,-10192.608,-17843.328,-12990.24,-6016.333333,-5290.8,0.14,-0.99
+30/06/2015,0,0,0,0,0,0,0,0,0,0,-12.07,-5.94,-2.57,-7.56,-4.24,25.4,21.75,25.95,26.55,-10192.608,-17843.328,-12990.24,-6016.333333,-5290.8,0.17,-0.74
+01/07/2015,0,0,0,0,0,0,0,0,0,0,-12.1,-5.94,-2.64,-7.63,-4.18,26.85,22,26.85,27.1,-10943.424,-18601.92,-13633.92,-6965.83871,-6016.645161,0.16,-0.74
+02/07/2015,0,0,0,0,0,0,0,0,0,0,-12.13,-5.95,-2.67,-7.68,-4.16,27.2,23.2,26.8,27.5,-10943.424,-18601.92,-13633.92,-6965.83871,-6016.645161,0.18,-0.81
+03/07/2015,0,0,0,0,0,0,0,0.2,0,0,-12.15,-5.96,-2.69,-7.75,-4.24,27.65,24.35,27.1,28.05,-10943.424,-18601.92,-13633.92,-6965.83871,-6016.645161,0.17,-1.01
+04/07/2015,0,0,0,0,0.2,0.2,0,0,0,1,-12.15,-5.98,-2.74,-7.84,-4.28,28.05,25.15,28.3,29.05,-10943.424,-18601.92,-13633.92,-6965.83871,-6016.645161,0.16,-1.01
+05/07/2015,0,0,0,0,0,0,0,0,0,0,-12.14,-5.97,-2.76,-7.91,-4.3,28.25,24.4,27.9,29.05,-10396.2528,-17671.824,-12952.224,-6617.546774,-5715.812903,0.16,-1.03
+06/07/2015,0,0,0,0,0,0,0,0,0,0,-12.16,-5.97,-2.73,-7.9,-4.31,27.75,23.5,27,28.2,-10943.424,-18601.92,-13633.92,-6965.83871,-6016.645161,0.14,-0.98
+07/07/2015,0,0,0,0,0,0,0,0,0,0,-12.17,-5.97,-2.75,-7.97,-4.32,26.9,23.4,26.7,27.45,-10943.424,-18601.92,-13633.92,-6965.83871,-6016.645161,0.14,-1.01
+08/07/2015,0,0,0,0,0,0,0,0,0,0,-12.14,-5.97,-2.78,-8.06,-4.32,26.95,21.65,26.2,27.3,-10943.424,-18601.92,-13633.92,-6965.83871,-6016.645161,0.14,-1.01
+09/07/2015,0,0,0,0,0,0,0,0,0,0,-12.17,-6.01,-2.78,-8.11,-4.33,27.35,22,27.1,28.2,-10943.424,-18601.92,-13633.92,-6965.83871,-6016.645161,0.14,-1.01
+10/07/2015,0,0,0,0,0,0,0,0,0,0,-12.24,-6.02,-2.79,-8.17,-4.34,25.9,21.6,25.55,27.4,-10943.424,-18601.92,-13633.92,-6965.83871,-6016.645161,0.12,-1.02
+11/07/2015,0,0,0,0,0,0,0,0,0,0,-12.26,-6.02,-2.85,-8.23,-4.37,25.35,21.8,25.65,26.25,-10943.424,-18601.92,-13633.92,-6965.83871,-6016.645161,0.1,-1.07
+12/07/2015,0,0,0,0,0,0,0,0,0,0,-12.27,-5.99,-2.83,-8.24,-4.39,26.2,22.2,25.95,26.8,-10396.2528,-17671.824,-12952.224,-6617.546774,-5715.812903,0.1,-1.06
+13/07/2015,0,0,0,0,0,0,0,0,0,0,-12.26,-6,-2.81,-8.15,-4.4,25.7,20.8,24.55,26.4,-10943.424,-18601.92,-13633.92,-6965.83871,-6016.645161,0.11,-1.06
+14/07/2015,0,0,0,0,0,0,0,0,0,0,-12.28,-6.01,-2.82,-8.27,-4.41,26.55,22.95,26.9,27.4,-10943.424,-18601.92,-13633.92,-6965.83871,-6016.645161,0.12,-1.07
+15/07/2015,0,0,0,0,0,0,0,0,0,0,-12.3,-6.02,-2.86,-8.3,-4.42,27.85,25.5,28.1,28.3,-10943.424,-18601.92,-13633.92,-6965.83871,-6016.645161,0.11,-1.06
+16/07/2015,0,0,0,0,0,0,0,0,0,0,-12.33,-6.03,-2.84,-8.35,-4.43,28.15,24.85,28.2,28.75,-10943.424,-18601.92,-13633.92,-6965.83871,-6016.645161,0.1,-1.08
+17/07/2015,0,0,0,0,0,0,0,0,0,0,-12.34,-6.05,-2.89,-8.34,-4.44,27.9,24.6,27.95,28.1,-10943.424,-18601.92,-13633.92,-6965.83871,-6016.645161,0.1,-1.07
+18/07/2015,0,0,0,0,0,0,0,0,0,0,-12.34,-6.05,-2.92,-8.41,-4.45,27.5,24.1,27.35,28.15,-10943.424,-18601.92,-13633.92,-6965.83871,-6016.645161,0.1,-1.07
+19/07/2015,0,0,0,0,0,0,0,0,0,0,-12.34,-6.01,-2.89,-8.46,-4.46,27,24.1,26.85,27.55,-10396.2528,-17671.824,-12952.224,-6617.546774,-5715.812903,0.09,-1.08
+20/07/2015,0,0,0,0,0,0,0,0,0,0,-12.34,-6,-2.9,-8.43,-4.47,26.55,23.9,25.85,27.3,-10943.424,-18601.92,-13633.92,-6965.83871,-6016.645161,0.09,-1.09
+21/07/2015,0,0,0,0,0,0,0,0,0,0,-12.36,-6.04,-2.92,-8.45,-4.48,27.9,24.85,27.9,28.15,-10943.424,-18601.92,-13633.92,-6965.83871,-6016.645161,0.09,-1.09
+22/07/2015,0,0,0,0,0,0,0,0,0,0,-12.38,-6.05,-2.93,-8.53,-4.49,27.75,24.3,28,28.1,-10943.424,-18601.92,-13633.92,-6965.83871,-6016.645161,0.09,-1.11
+23/07/2015,0,0,0,0,0,0,0,0,0,0,-12.38,-6.07,-2.93,-8.58,-4.49,27.95,23.35,26.8,28.7,-10943.424,-18601.92,-13633.92,-6965.83871,-6016.645161,0.09,-1.07
+24/07/2015,0,0,0,0,0,0,0,0.4,0,0,-12.4,-6.07,-2.96,-8.6,-4.5,27.3,23.4,27.05,27.7,-10943.424,-18601.92,-13633.92,-6965.83871,-6016.645161,0.09,-1.09
+25/07/2015,1.2,13.2,11.4,0.4,0.4,0.6,0.4,1.6,6,0.2,-12.41,-6.03,-2.88,-8.68,-4.5,25.55,19,24.65,25.25,-10943.424,-18601.92,-13633.92,-6965.83871,-6016.645161,0.1,-1.1
+26/07/2015,5.6,2,0,1.6,2.4,1,3.4,2.4,0,3.6,-12.41,-5.98,-2.88,-8.64,-4.51,25.5,20.55,25.9,25.8,-10396.2528,-17671.824,-12952.224,-6617.546774,-5715.812903,0.09,-1.1
+27/07/2015,0.2,0,0,0,1.6,0,1.4,0,0.8,4.8,-12.39,-5.96,-2.89,-8.58,-4.51,26.3,18.8,24.75,26.4,-10943.424,-18601.92,-13633.92,-6965.83871,-6016.645161,0.08,-1.09
+28/07/2015,0.6,0,0,0,0.2,0,0.2,0,0,0.8,-12.4,-5.97,-2.93,-8.58,-4.51,24.3,18.35,23.7,24.75,-10943.424,-18601.92,-13633.92,-6965.83871,-6016.645161,0.08,-1.11
+29/07/2015,0,0,0,0,0,0,0,0,0,0,-12.41,-5.99,-2.95,-8.58,-4.51,23.95,18.25,23.5,24.35,-10943.424,-18601.92,-13633.92,-6965.83871,-6016.645161,0.09,-1.07
+30/07/2015,0,0,0,0,0,0,0,0.2,0,0,-12.41,-5.98,-2.93,-8.55,-4.52,26.5,19.75,24.6,26.1,-10943.424,-18601.92,-13633.92,-6965.83871,-6016.645161,0.09,-1.07
+31/07/2015,0,0,0.2,0,0,0,0,0,0,0,-12.43,-5.98,-2.96,-8.59,-4.53,26.1,21.75,25.65,27.1,-10943.424,-18601.92,-13633.92,-6965.83871,-6016.645161,0.09,-1.08
+01/08/2015,0,0,2.6,0,0,0,0,0.2,7.2,0,-12.46,-5.99,-2.97,-8.7,-4.54,25.05,19.5,25.3,26.35,-9661.248,-17602.272,-12225.6,-6351.322581,-5830.548387,0.1,-1.09
+02/08/2015,7,2,0,2.4,2,2.2,3.2,6.8,0,11.6,-12.48,-5.94,-2.93,-8.67,-4.54,24.7,19.55,24.7,25,-9178.1856,-16722.1584,-11614.32,-6033.756452,-5539.020968,0.1,-1.08
+03/08/2015,0,0,0,0,0,0,0,0,0,0,-12.49,-5.95,-2.94,-8.62,-4.55,25.3,21.95,25.85,26,-9661.248,-17602.272,-12225.6,-6351.322581,-5830.548387,0.1,-1.11
+04/08/2015,0,0,0,0,0,0,0,0,0,0,-12.48,-6,-3,-8.67,-4.56,26.2,23.2,26.05,26.6,-9661.248,-17602.272,-12225.6,-6351.322581,-5830.548387,0.09,-1.12
+05/08/2015,0,0,0,0,0,0,0,0,0,0,-12.48,-5.98,-3.04,-8.78,-4.58,28.3,24.1,27.6,28.05,-9661.248,-17602.272,-12225.6,-6351.322581,-5830.548387,0.07,-1.14
+06/08/2015,0,0,0,0,0,1.2,0,0,0,0,-12.48,,-3.04,-8.83,-4.59,28.6,26.1,29.35,29,-9661.248,-17602.272,-12225.6,-6351.322581,-5830.548387,0.06,-1.15
+07/08/2015,0,0,0,0,0,0,0,0,0,0,-12.49,-6.02,-3.09,-8.87,-4.59,28.4,26.65,29.8,29.7,-9661.248,-17602.272,-12225.6,-6351.322581,-5830.548387,0.05,-1.15
+08/08/2015,0,0,0,0,0,0,0,0,0,0,-12.5,-6.01,-3.11,-8.91,-4.6,30.95,26.95,30.65,30.35,-9661.248,-17602.272,-12225.6,-6351.322581,-5830.548387,0.06,-1.17
+09/08/2015,0,0,4.6,0,0,0,0,0,5,0,-12.51,-5.99,-3.08,-8.91,-4.57,29.15,23.2,29.05,29.15,-9178.1856,-16722.1584,-11614.32,-6033.756452,-5539.020968,0.07,-1.15
+10/08/2015,2.2,8.4,22.6,0.2,9.8,0.6,2,48.8,12.4,3.2,-12.5,-5.97,-2.96,-8.84,-4.54,22.3,17.15,22.7,22.5,-9661.248,-17602.272,-12225.6,-6351.322581,-5830.548387,0.1,-1.15
+11/08/2015,3.4,4.8,0.2,3.2,2,2.4,3,12,0.2,3.4,-12.49,-5.95,-2.92,-8.74,-4.56,25.35,21.1,26,25.25,-9661.248,-17602.272,-12225.6,-6351.322581,-5830.548387,0.1,-1.16
+12/08/2015,0,0,0,1,0,0,0,0,0,0,-12.5,-5.95,-2.99,-8.76,-4.6,26.95,24.65,28.25,27.85,-9661.248,-17602.272,-12225.6,-6351.322581,-5830.548387,0.07,-1.17
+13/08/2015,0,0,0,0,0,0,0,0,0,0,-12.49,-5.99,-3.02,-8.86,-4.62,28.65,25.05,29.1,28.3,-9661.248,-17602.272,-12225.6,-6351.322581,-5830.548387,0.06,-1.19
+14/08/2015,0,0,0,0,0,0,0,0,0,0,-12.46,-6,-3.08,-8.89,-4.61,25.55,21.45,25.9,25.85,-9661.248,-17602.272,-12225.6,-6351.322581,-5830.548387,0.06,-1.18
+15/08/2015,1.4,1,0,0,0,0,0,0,0,0,-12.44,-5.99,-3.01,-8.86,-4.56,23.35,18.15,23.85,24.55,-9661.248,-17602.272,-12225.6,-6351.322581,-5830.548387,0.07,-1.19
+16/08/2015,4.6,14.2,4,5.6,18.2,17.4,5.8,2.4,2.6,8.4,-12.43,-5.96,-2.91,-8.74,-4.57,22.45,13.9,22,21.95,-9178.1856,-16722.1584,-11614.32,-6033.756452,-5539.020968,0.08,-1.15
+17/08/2015,0.2,0,1.2,0.2,0,0.2,0.2,0.2,0,0.4,-12.43,-5.95,-2.93,-8.69,-4.54,21.75,16.35,21.15,21.85,-9661.248,-17602.272,-12225.6,-6351.322581,-5830.548387,0.07,-1.18
+18/08/2015,0,0,0,0,0.6,0,0,0,0,0.6,-12.45,-5.95,-2.96,-8.66,-4.54,22.15,17.5,22.15,22.75,-9661.248,-17602.272,-12225.6,-6351.322581,-5830.548387,0.07,-1.19
+19/08/2015,3,1.2,1.8,1.4,6.4,14.4,2.8,3.2,14,3.4,,,-2.94,,,22.75,16.55,22.3,23.25,-9661.248,-17602.272,-12225.6,-6351.322581,-5830.548387,0.07,-1.17
+20/08/2015,7.4,0,0,0,1.8,0,0.8,10.4,0,0,,,-2.96,-8.63,-4.56,22,17.75,22.5,22.75,-9661.248,-17602.272,-12225.6,-6351.322581,-5830.548387,0.06,-1.18
+21/08/2015,0,0,0.2,0,0,0,0,0,0.2,0,-12.48,-6,-2.99,-8.66,-4.58,22.85,17.95,23.3,23.5,-9661.248,-17602.272,-12225.6,-6351.322581,-5830.548387,0.06,-1.17
+22/08/2015,0,0,0,0,0,0,0,0,0,2,-12.46,-5.99,-2.98,-8.61,-4.59,22.6,18.05,22.65,22.5,-9661.248,-17602.272,-12225.6,-6351.322581,-5830.548387,0.05,-1.19
+23/08/2015,0,0,0,0,0,0,0,0,0,0,-12.44,-5.98,-2.97,-8.61,-4.59,22.35,18.2,22.45,22.65,-9178.1856,-16722.1584,-11614.32,-6033.756452,-5539.020968,0.06,-1.19
+24/08/2015,18.8,59.6,108,57.4,22.4,25.6,20.8,4.6,19.2,13.6,-12.41,-5.95,-2.77,-8.49,-4.62,21.95,17,22.2,21.85,-9661.248,-17602.272,-12225.6,-6351.322581,-5830.548387,0.12,-1.16
+25/08/2015,21,4.2,4.6,13,1.4,2.2,2.4,3.4,2.2,7.6,-12.42,-5.93,-2.72,-8.43,-4.59,22.4,16.85,22.35,22.8,-9661.248,-17602.272,-12225.6,-6351.322581,-5830.548387,0.09,-1.18
+26/08/2015,0,0.2,0,0,0,0,0,0,0,0,-12.42,-5.93,-2.76,-8.45,-4.6,22.6,19.5,22.55,22.5,-9661.248,-17602.272,-12225.6,-6351.322581,-5830.548387,0.08,-1.18
+27/08/2015,0,0,0,0,0,0,0,0,0,0,-12.41,-5.93,-2.82,-8.5,-4.63,24.4,21.4,25.05,24.55,-9661.248,-17602.272,-12225.6,-6351.322581,-5830.548387,0.06,-1.19
+28/08/2015,0,0,0,0,0,0,0,0,0,0,-12.43,-5.96,-2.85,-8.58,-4.63,24.7,21.7,25.15,24.75,-9661.248,-17602.272,-12225.6,-6351.322581,-5830.548387,0.07,-1.19
+29/08/2015,0,0,0,0,0,0,0,0,0,0,-12.44,-5.97,-2.89,-8.62,-4.66,25.8,24.6,26.95,26.35,-9661.248,-17602.272,-12225.6,-6351.322581,-5830.548387,0.09,-1.16
+30/08/2015,0,0,0,0,0,0,0,0,0,0,-12.43,-5.97,-2.91,-8.63,-4.67,25.9,23.05,25.7,25.95,-9178.1856,-16722.1584,-11614.32,-6033.756452,-5539.020968,0.09,-1.16
+31/08/2015,0,0,0,0,0,0,0,0,0,0,-12.41,-5.95,-2.91,-8.64,-4.67,25.15,23.35,25.6,25.25,-9661.248,-17602.272,-12225.6,-6351.322581,-5830.548387,0.08,-1.16
+01/09/2015,0,0,0,0,0,0,0,0,0,0,-12.39,-5.96,-2.94,-8.66,-4.67,23.35,20.85,23.8,23.75,-10063.04,-18046.368,-12525.408,-5830.1,-5984,0.09,-1.17
+02/09/2015,0,0,0,0,0,0,0,0,0,0,-12.39,-5.96,-2.94,-8.67,-4.66,23.3,18,22.5,23.4,-10063.04,-18046.368,-12525.408,-5830.1,-5984,0.09,-1.14
+03/09/2015,0,0,0,0,0,0,0,0,0,0,-12.4,-5.95,-2.93,-8.72,-4.66,21.6,17.5,22.25,22.35,-10063.04,-18046.368,-12525.408,-5830.1,-5984,0.07,-1.15
+04/09/2015,0,0,0,0,0,0,0,0,0,0,-12.4,-5.95,-2.95,-8.73,-4.66,23.05,17.65,22.35,23,-10063.04,-18046.368,-12525.408,-5830.1,-5984,0.08,-1.15
+05/09/2015,0,0,0.4,0,0,0,0.8,0,0.2,0.2,-12.4,-5.96,-2.94,-8.74,-4.67,21.6,15.7,21.4,22.5,-10063.04,-18046.368,-12525.408,-5830.1,-5984,0.08,-1.15
+06/09/2015,0,0,0.2,0,0.2,0,0,0.6,0,0,-12.44,-5.94,-3,-8.78,-4.68,20.75,15.65,19.65,20.75,-9559.888,-17144.0496,-11899.1376,-5538.595,-5684.8,0.08,-1.17
+07/09/2015,0,0,0,0,0,0,0,0,0,0,-12.47,-5.94,-2.96,-8.76,-4.69,20.4,16.5,21.2,20.8,-10063.04,-18046.368,-12525.408,-5830.1,-5984,0.08,-1.15
+08/09/2015,0,0,0,0,0,0,0,0,0,0,-12.49,-5.95,-3,-8.79,-4.69,19.45,16.3,19.7,21,-10063.04,-18046.368,-12525.408,-5830.1,-5984,0.08,-1.16
+09/09/2015,0,0,0,0,0,0,0,0,0,0,-12.47,-5.95,-3.01,-8.8,-4.7,17.8,15.35,18.5,18.6,-10063.04,-18046.368,-12525.408,-5830.1,-5984,0.08,-1.16
+10/09/2015,0,0,0,0,0,0,0,0,0,0,-12.48,-5.96,-3.01,-8.85,-4.7,19,14.35,18.95,18.95,-10063.04,-18046.368,-12525.408,-5830.1,-5984,0.08,-1.17
+11/09/2015,0,0,0,0,0,0,0,0,0,0,-12.51,-5.98,-3.03,-8.92,-4.71,19.35,15.8,19.55,19.8,-10063.04,-18046.368,-12525.408,-5830.1,-5984,0.08,-1.16
+12/09/2015,0,0,0,0,0,0,0,0,0,0,-12.54,-6,-3.04,-8.98,-4.72,19.6,16.9,20.75,20.3,-10063.04,-18046.368,-12525.408,-5830.1,-5984,0.09,-1.16
+13/09/2015,0,0,10.2,0,0,0,0,0,29.8,0,-12.5,-5.98,-2.93,-8.97,-4.7,16.95,14.6,17.9,18.15,-9559.888,-17144.0496,-11899.1376,-5538.595,-5684.8,0.11,-1.13
+14/09/2015,48.6,20.6,0.2,7,48,41,48.4,27.4,37.4,43.6,-12.46,-5.96,-2.84,-8.96,-4.68,23.75,17.45,23.35,23.35,-10063.04,-18046.368,-12525.408,-5830.1,-5984,0.15,-1.04
+15/09/2015,6.8,5.6,2.4,2,1.4,5,7.6,1,0.6,14.2,-12.48,-5.95,-2.87,-9.02,-4.65,21.75,16.6,22.2,22.15,-10063.04,-18046.368,-12525.408,-5830.1,-5984,0.16,-1.11
+16/09/2015,0,0,0,0.8,0.2,0,0.6,2,0.8,0,-12.47,-5.94,-2.85,-9.03,-4.69,24,18.6,23.7,23.95,-10063.04,-18046.368,-12525.408,-5830.1,-5984,0.12,-1.14
+17/09/2015,0,0,0,0,0,0,0.2,2.2,0,0,-12.48,-5.96,-2.87,-9.06,-4.69,25.65,19,24.85,25.55,-10063.04,-18046.368,-12525.408,-5830.1,-5984,0.11,-1.14
+18/09/2015,0.6,0,0.2,0,0.2,0,0.2,1.4,0,0.2,-12.52,-5.99,-2.9,-9.08,-4.69,21.4,16.6,22.15,22.4,-10063.04,-18046.368,-12525.408,-5830.1,-5984,0.1,-1.14
+19/09/2015,0,0,0,0,0,0,0,0,0,0,-12.54,-6,-2.91,-9.07,-4.7,19.55,14.6,19.85,20,-10063.04,-18046.368,-12525.408,-5830.1,-5984,0.11,-1.12
+20/09/2015,0,0,0.2,0.2,0,0,0,0.6,0,0,-12.52,-6.01,-2.93,-9.06,-4.71,19.25,15.95,20.55,20.1,-9559.888,-17144.0496,-11899.1376,-5538.595,-5684.8,0.09,-1.14
+21/09/2015,0,0,0,0,0,0,0,0,0,0,-12.53,-6,-2.9,-9.05,-4.72,19.9,16,20.25,19.65,-10063.04,-18046.368,-12525.408,-5830.1,-5984,0.09,-1.13
+22/09/2015,0,0,0.2,0,0,0,0,0,0,0,-12.5,-6,-2.93,-9.02,-4.73,18.6,13.95,19,18.9,-10063.04,-18046.368,-12525.408,-5830.1,-5984,0.09,-1.13
+23/09/2015,17.4,6,5,2.8,13.8,12.8,10.2,1,12.8,24.8,-12.49,-5.99,-2.83,-8.89,-4.7,18.15,11.55,18.45,19.25,-10063.04,-18046.368,-12525.408,-5830.1,-5984,0.11,-1.13
+24/09/2015,2.8,8.6,0,3,6.8,10.8,2.2,7.4,0,1.8,-12.54,-5.99,-2.81,-8.85,-4.65,15.7,11.65,16.5,17.85,-10063.04,-18046.368,-12525.408,-5830.1,-5984,0.09,-1.14
+25/09/2015,0,0,0,0,0,0,0,0.6,0,0,-12.56,-6.01,-2.85,-8.89,-4.73,18.1,15,18.25,19.2,-10063.04,-18046.368,-12525.408,-5830.1,-5984,0.08,-1.16
+26/09/2015,0,0,0,0,0,0,0,0,0,0,-12.58,-6.03,-2.88,-8.92,-4.74,18.9,15.15,19.2,18.9,-10063.04,-18046.368,-12525.408,-5830.1,-5984,0.08,-1.13
+27/09/2015,0,0,0,0,0,0,0,0,0,0,-12.61,-6.02,-2.9,-8.99,-4.74,18.6,13.85,17.95,19.5,-9559.888,-17144.0496,-11899.1376,-5538.595,-5684.8,0.07,-1.16
+28/09/2015,0,0,0,0,0,0,0,0,0,0,-12.63,-6.01,-2.87,-8.97,-4.76,17.15,11.3,16.65,17.3,-10063.04,-18046.368,-12525.408,-5830.1,-5984,0.1,-1.12
+29/09/2015,0,0,0,0,0,0,0,4.4,0,0,-12.64,-6.02,-2.9,-8.92,-4.77,17.15,11.5,15.9,16.75,-10063.04,-18046.368,-12525.408,-5830.1,-5984,0.07,-1.14
+30/09/2015,0,0,0,0,0,0,0,0,0,0,-12.64,-6.03,-2.92,-8.94,-4.77,15.25,11.45,14.6,15.9,-10063.04,-18046.368,-12525.408,-5830.1,-5984,0.08,-1.14
+01/10/2015,0,0,9,0,0,0,0,4.4,4.2,0,-12.63,-6.03,-2.87,-8.9,-4.77,15.35,8.7,15.45,15.9,-7964.352,-17337.024,-12492.576,-5277.032258,-5977.774194,0.08,-1.13
+02/10/2015,1.4,1.4,26.8,1.2,6.4,0.4,6.2,40.6,12,2.8,-12.61,-6.03,-2.86,-8.81,-4.77,19.1,11.8,19.4,18,-7964.352,-17337.024,-12492.576,-5277.032258,-5977.774194,0.1,-1.12
+03/10/2015,10.2,18.4,6.4,7.6,10.4,15,9.6,18.6,2.4,26.8,-12.63,-6.04,-2.81,-8.78,-4.75,18.5,13.05,18.7,18.75,-7964.352,-17337.024,-12492.576,-5277.032258,-5977.774194,0.09,-1.12
+04/10/2015,19.4,34.8,18,9.4,9.8,11.6,11.8,0.4,22.2,11.6,-12.61,-6.02,-2.72,-8.72,-4.81,18.8,13.7,18.95,19.35,-7566.1344,-16470.1728,-11867.9472,-5013.180645,-5678.885484,0.14,-1.11
+05/10/2015,2.6,1.2,0.4,0.4,28.8,3.4,9,9,0.8,7.8,-12.58,-6,-2.67,-8.59,-4.78,21.35,13.9,21.45,21.5,-7964.352,-17337.024,-12492.576,-5277.032258,-5977.774194,0.19,-1.03
+06/10/2015,8.4,4.6,1.6,0.4,6,2.6,2.4,2.2,7,4,-12.54,-5.98,-2.68,-8.51,-4.61,20.05,14.8,20.8,20.35,-7964.352,-17337.024,-12492.576,-5277.032258,-5977.774194,0.2,-0.73
+07/10/2015,14.4,6.8,0.2,3,7.6,59.6,15.2,3.6,3.4,16.2,-12.54,-5.98,-2.68,-8.51,-4.5,19.9,14.85,20,19.95,-7964.352,-17337.024,-12492.576,-5277.032258,-5977.774194,0.24,-0.59
+08/10/2015,0.4,0.2,0.2,0,0,0,0,0,1.2,0,-12.59,-5.98,-2.71,-8.52,-4.42,18.9,18.35,20.05,19.5,-7964.352,-17337.024,-12492.576,-5277.032258,-5977.774194,0.24,-0.69
+09/10/2015,0,0,0,0,0,0,0,0,0,0.2,-12.59,-5.97,-2.73,-8.49,-4.53,16.7,18.55,18.15,17.8,-7964.352,-17337.024,-12492.576,-5277.032258,-5977.774194,0.2,-1.01
+10/10/2015,0,0,9.2,0,0,0,0.2,4.8,0.6,0,-12.53,-5.98,-2.74,-8.4,-4.63,16.4,16.4,16.7,16.8,-7964.352,-17337.024,-12492.576,-5277.032258,-5977.774194,0.13,-1.02
+11/10/2015,0.4,1.2,0.2,6.8,1.8,1.6,1,24.8,0,1.6,-12.54,-5.99,-2.73,-8.36,-4.63,16.65,15.2,15.75,16.55,-7566.1344,-16470.1728,-11867.9472,-5013.180645,-5678.885484,0.11,-1.03
+12/10/2015,0,0,3,0.2,0.2,0,0,0,1.4,0.2,-12.6,-5.99,-2.73,-8.36,-4.62,15.05,13.15,15.95,15.85,-7964.352,-17337.024,-12492.576,-5277.032258,-5977.774194,0.13,-1.02
+13/10/2015,33.2,37.4,26.6,22.8,58.4,55,44.8,16.2,43.6,46.4,-12.57,-5.96,-2.56,-8.28,-4.56,18.2,17.55,18.1,18.05,-7964.352,-17337.024,-12492.576,-5277.032258,-5977.774194,0.31,-0.82
+14/10/2015,56.6,18.8,133,39.2,100.8,89.6,88.6,28.6,100.2,65.4,-12.53,-5.87,-1.99,-8.17,-4.25,16.5,18.05,16.15,16.5,-7964.352,-17337.024,-12492.576,-5277.032258,-5977.774194,0.7,0.26
+15/10/2015,41.4,91.4,1.4,49,115.6,103.6,73,24.8,3.8,60.4,-12.53,-5.75,-1.59,-7.92,-3.58,14.5,11.05,12.45,13.45,-7964.352,-17337.024,-12492.576,-5277.032258,-5977.774194,0.8,0.57
+16/10/2015,12.6,10.2,4.6,7,17.2,13.2,16.4,0,7,12.4,-12.57,-5.65,-1.64,-7.65,-3.7,13.9,6.95,12.95,12.85,-7964.352,-17337.024,-12492.576,-5277.032258,-5977.774194,0.49,-0.37
+17/10/2015,1.6,5.2,4.4,4.8,2.4,4.2,2,0,1.4,2.6,-12.6,-5.61,-1.67,-7.56,-3.98,13.2,8.1,13.45,13.2,-7964.352,-17337.024,-12492.576,-5277.032258,-5977.774194,0.4,-0.72
+18/10/2015,0.8,0,2.4,0,0.2,0,0.2,0,3.4,0.8,-12.59,-5.58,-1.73,-7.5,-4.18,14,9.75,14.15,14.3,-7566.1344,-16470.1728,-11867.9472,-5013.180645,-5678.885484,0.29,-0.96
+19/10/2015,4.2,2.2,1.4,2.8,1.8,1.8,2.6,0,0.8,5.2,-12.56,-5.57,-1.78,-7.39,-4.31,14.5,11.45,15.85,16.55,-7964.352,-17337.024,-12492.576,-5277.032258,-5977.774194,0.28,-1
+20/10/2015,0,0,0,0,0,0,0.2,0,0,0,-12.58,-5.59,-1.84,-7.34,-4.33,12.9,9.8,14,13.35,-7964.352,-17337.024,-12492.576,-5277.032258,-5977.774194,0.23,-1.01
+21/10/2015,0,0,0,0.2,0,0,0,0,0,0,-12.58,-5.61,-1.88,-7.31,-4.39,11.45,8.45,13,12.65,-7964.352,-17337.024,-12492.576,-5277.032258,-5977.774194,0.2,-1.03
+22/10/2015,0,0,0,0,0,0,0,0,0,0,-12.58,-5.63,-1.96,-7.29,-4.42,11.25,8.6,11.85,12.4,-7964.352,-17337.024,-12492.576,-5277.032258,-5977.774194,0.18,-1.03
+23/10/2015,0,0,0,0,0,0,0,0,0,0,-12.63,-5.66,-2.06,-7.31,-4.43,13.15,10.8,14.45,13.55,-7964.352,-17337.024,-12492.576,-5277.032258,-5977.774194,0.14,-1.03
+24/10/2015,0,0,0,0,0,0,0,0,0,0,-12.64,-5.69,-2.09,-7.37,-4.47,14.85,12.7,15.6,13.95,-7964.352,-17337.024,-12492.576,-5277.032258,-5977.774194,0.14,-1.03
+25/10/2015,0,0,0,0,0,0,0,0,0,0,-12.65,-5.69,-2.09,-7.38,-4.5,13.75,12.75,14.2,13.4,-7566.1344,-16470.1728,-11867.9472,-5013.180645,-5678.885484,0.14,-1.03
+26/10/2015,0,0,0,0,0,0,0,0,0,0,-12.64,-5.7,-2.07,-7.32,-4.53,13,12.15,14.9,13.7,-7964.352,-17337.024,-12492.576,-5277.032258,-5977.774194,0.14,-1.02
+27/10/2015,0,0,9.6,0,0,0,0,0,2.6,0,-12.62,-5.71,-2.1,-7.28,-4.49,11.9,10.8,13.8,12.95,-7964.352,-17337.024,-12492.576,-5277.032258,-5977.774194,0.18,-1.02
+28/10/2015,67.4,48.6,71.6,34.6,59.4,59,58.6,18.2,54.6,85.6,-12.58,-5.71,-1.42,-7.16,-4.37,15.35,11.1,15,15.05,-7964.352,-17337.024,-12492.576,-5277.032258,-5977.774194,0.44,-0.6
+29/10/2015,25.2,32.8,10.6,23.6,21.8,24.2,17.2,17.6,7.8,24,-12.56,-5.64,-0.91,-6.93,-4.12,13.25,9.8,14.1,12.9,-7964.352,-17337.024,-12492.576,-5277.032258,-5977.774194,0.62,-0.16
+30/10/2015,4,1.6,0,0.6,1.6,0.6,2.4,0.8,0,2.2,-12.6,-5.59,-1.02,-6.8,-4.13,14.2,11.6,16.4,14.3,-7964.352,-17337.024,-12492.576,-5277.032258,-5977.774194,0.45,-0.87
+31/10/2015,0,0,0,0,0,0,0.2,0,0,0,-12.62,-5.61,-1.25,-6.81,-4.3,14.6,10.9,14.25,14,-7964.352,-17337.024,-12492.576,-5277.032258,-5977.774194,0.29,-0.99
+01/11/2015,0,0,0,0,0,0,0.2,0,0,0,-12.64,-5.68,-1.36,-6.82,-4.38,12.75,9.95,12.95,12.55,-6142.8672,-15532.8192,-11163.7008,-5332.571667,-4794.301667,0.24,-1
+02/11/2015,0,0,0,0,0,0,0,0,0,0,-12.64,-5.68,-1.47,-6.74,-4.41,12.45,9.55,13.65,12.1,-6466.176,-16350.336,-11751.264,-5613.233333,-5046.633333,0.26,-1.01
+03/11/2015,0,0,0,0,0,0,0,0,0.4,0,-12.61,-5.68,-1.57,-6.66,-4.44,12.2,11.3,13.85,12.75,-6466.176,-16350.336,-11751.264,-5613.233333,-5046.633333,0.25,-1.02
+04/11/2015,0.6,0.4,3.2,0.2,0.8,0.4,2,0,1.4,2.6,-12.57,-5.71,-1.63,-6.59,-4.44,16.35,12.25,17.55,16.4,-6466.176,-16350.336,-11751.264,-5613.233333,-5046.633333,0.23,-1.01
+05/11/2015,0,0,0.2,0,0,0,0,0,0,0,-12.55,-5.72,-1.7,-6.55,-4.43,16.55,12.25,16.5,16.9,-6466.176,-16350.336,-11751.264,-5613.233333,-5046.633333,0.24,-1.01
+06/11/2015,0,0,0.2,0,0,0,0,0,0.2,0.2,-12.56,-5.73,-1.75,-6.56,-4.4,14.65,12.3,15.6,15.7,-6466.176,-16350.336,-11751.264,-5613.233333,-5046.633333,0.21,-0.98
+07/11/2015,0,0,0,0.4,0,0,0.2,0,0,0.2,-12.57,-5.76,-1.83,-6.64,-4.39,13.5,16.05,14.2,13.95,-6466.176,-16350.336,-11751.264,-5613.233333,-5046.633333,0.2,-0.97
+08/11/2015,0,0,0,0.4,0,0,0,0,0,0,-12.59,-5.78,-1.86,-6.67,-4.4,13.2,17.9,12.6,12.9,-6142.8672,-15532.8192,-11163.7008,-5332.571667,-4794.301667,0.18,-1
+09/11/2015,0,0,0,0,0,0,0.2,0,0,0,-12.57,-5.79,-1.84,-6.61,-4.45,14,12.15,14.65,15.05,-6466.176,-16350.336,-11751.264,-5613.233333,-5046.633333,0.19,-0.99
+10/11/2015,0,0,0,0,0,0,0,0,0,0,-12.54,-5.81,-1.86,-6.6,-4.41,14.85,11.55,15.3,15.35,-6466.176,-16350.336,-11751.264,-5613.233333,-5046.633333,0.18,-0.99
+11/11/2015,0,0,0,0,0,0,0.4,0,0.4,0.2,-12.53,-5.73,-1.86,-6.55,-4.42,14.4,9.6,14.55,15.05,-6466.176,-16350.336,-11751.264,-5613.233333,-5046.633333,0.18,-0.99
+12/11/2015,0,0,0.2,0,0,0,0,0,0,0,-12.53,-5.67,-1.91,-6.53,-4.43,12.9,10.75,14.6,13.5,-6466.176,-16350.336,-11751.264,-5613.233333,-5046.633333,0.18,-1
+13/11/2015,0,0,0.4,0,0,0,0,0,0.2,0,-12.54,-5.67,-1.9,-6.57,-4.44,11.05,9.7,12.35,11.9,-6466.176,-16350.336,-11751.264,-5613.233333,-5046.633333,0.2,-1
+14/11/2015,0,0,0,0,0,0,0,0,0,0,-12.51,-5.67,-1.97,-6.59,-4.45,14,10.15,14.4,15.05,-6466.176,-16350.336,-11751.264,-5613.233333,-5046.633333,0.18,-1.01
+15/11/2015,0,0,0.4,0.2,0,0,0,0,0,0,-12.48,-5.66,-2.02,-6.6,-4.46,12.65,9.5,13.15,14.2,-6142.8672,-15532.8192,-11163.7008,-5332.571667,-4794.301667,0.17,-1.01
+16/11/2015,0,0,0,0,0,0,0,0,0,0,-12.48,-5.63,-1.98,-6.56,-4.47,13.9,10.55,14.65,14.9,-6466.176,-16350.336,-11751.264,-5613.233333,-5046.633333,0.17,-1.01
+17/11/2015,0,0,0.2,0,0,0,0,0,0.2,0,-12.48,-5.54,-2.1,-6.57,-4.47,14,9.4,14.6,15.1,-6466.176,-16350.336,-11751.264,-5613.233333,-5046.633333,0.18,-1
+18/11/2015,0,0,0.2,0,0,0,0,0,0,0,-12.48,-5.54,-2.06,-6.54,-4.48,14.85,11.85,14.15,14.85,-6466.176,-16350.336,-11751.264,-5613.233333,-5046.633333,0.19,-1
+19/11/2015,0,0,0,0,0,0,0,0,0,0,-12.49,-5.54,-2.04,-6.53,-4.49,14.8,12.55,14.9,15.5,-6466.176,-16350.336,-11751.264,-5613.233333,-5046.633333,0.2,-1
+20/11/2015,0,0.2,4,0,0,0,0,0,6.4,0,-12.42,-5.55,-2.1,-6.48,-4.49,15.6,14.15,15.2,15.6,-6466.176,-16350.336,-11751.264,-5613.233333,-5046.633333,0.19,-0.99
+21/11/2015,8.8,10.8,14.4,2,11.8,12.6,11,0,46.6,14.6,-12.25,-5.55,-2.28,-6.4,-4.47,12.2,10.2,12.1,12.3,-6466.176,-16350.336,-11751.264,-5613.233333,-5046.633333,0.23,-0.93
+22/11/2015,40.2,17.4,6.2,18.6,44.8,52.4,50,61.6,3,59.6,-12.35,-5.52,-1.88,-6.45,-4.42,7.65,4.35,7.45,8.05,-6142.8672,-15532.8192,-11163.7008,-5332.571667,-4794.301667,0.38,-0.92
+23/11/2015,0,0,2.4,1,0,0,0,0,0,0,-12.46,-5.5,-1.73,-6.43,-4.44,5.9,2.8,7.3,7.1,-6466.176,-16350.336,-11751.264,-5613.233333,-5046.633333,0.31,-0.98
+24/11/2015,0,1,0.8,4.8,0,0.6,0,8.8,0,0.8,-12.48,-5.5,-1.79,-6.42,-4.46,6.1,4.55,8.1,7.25,-6466.176,-16350.336,-11751.264,-5613.233333,-5046.633333,0.25,-1
+25/11/2015,0,0,5.2,0,0,0,0,0,0.8,0,-12.4,-5.51,-1.81,-6.33,-4.47,2.85,6.25,4.2,3.7,-6466.176,-16350.336,-11751.264,-5613.233333,-5046.633333,0.24,-0.99
+26/11/2015,0.6,3.8,2.6,3.2,1.2,1.2,1,8.4,0.2,1.4,-12.36,-5.52,-1.87,-6.28,-4.47,5.25,2.15,6.55,6.5,-6466.176,-16350.336,-11751.264,-5613.233333,-5046.633333,0.22,-0.99
+27/11/2015,0,0.2,0,0,0,0,0.2,31.4,0,0,-12.41,-5.54,-1.89,-6.32,-4.48,6.35,4.15,7.9,7.7,-6466.176,-16350.336,-11751.264,-5613.233333,-5046.633333,0.19,-0.99
+28/11/2015,0,0,0,0,0,0,0,0.2,0,0,-12.45,-5.55,-1.95,-6.39,-4.48,3.45,3.65,5.4,4.1,-6466.176,-16350.336,-11751.264,-5613.233333,-5046.633333,0.19,-0.98
+29/11/2015,0,0,0,0,0,0,0,0,0,0,-12.52,-5.56,-1.96,-6.46,-4.49,7.7,6.85,9.1,7.6,-6142.8672,-15532.8192,-11163.7008,-5332.571667,-4794.301667,0.18,-0.99
+30/11/2015,0,0,1,0,0,0,0,0,0,0,-12.54,-5.56,-1.95,-6.4,-4.5,6.15,6.8,8.15,7.05,-6466.176,-16350.336,-11751.264,-5613.233333,-5046.633333,0.19,-0.99
+01/12/2015,0.2,0.4,0.4,0.4,0,0,0,0,0,0.4,-12.53,-5.56,-2.03,-6.36,-4.51,11.95,8.25,11.05,12.55,-7141.824,-16468.704,-11978.496,-4999.580645,-4923.483871,0.18,-0.99
+02/12/2015,0,0,0,0,0,0,0,0,0,0,-12.55,-5.57,-2,-6.37,-4.51,11.55,7.9,12.75,12.25,-7141.824,-16468.704,-11978.496,-4999.580645,-4923.483871,0.19,-1
+03/12/2015,0,0,0,0,0,0,0,0,0,0,-12.56,-5.58,-1.99,-6.39,-4.52,9.2,6.85,9.75,10.35,-7141.824,-16468.704,-11978.496,-4999.580645,-4923.483871,0.18,-1
+04/12/2015,0,0,0.2,0,0,0,0,0,0,0,-12.57,-5.58,-2.02,-6.4,-4.52,6.8,6.85,7,7.25,-7141.824,-16468.704,-11978.496,-4999.580645,-4923.483871,0.18,-0.99
+05/12/2015,0,0,0,0,0,0,0,0,0,0,-12.57,-5.59,-2.06,-6.45,-4.53,10.05,7.4,10.95,10.2,-7141.824,-16468.704,-11978.496,-4999.580645,-4923.483871,0.18,-1
+06/12/2015,0,0,0,0,0,0,0,0,0,0,-12.58,-5.6,-2.03,-6.45,-4.54,7.2,6.65,8.3,7.8,-6784.7328,-15645.2688,-11379.5712,-4749.601613,-4677.309677,0.18,-1
+07/12/2015,0,0,0,0.2,0,0,0.2,0,0,0.2,-12.57,-5.61,-2.06,-6.37,-4.55,6.45,8.4,10.1,7.9,-7141.824,-16468.704,-11978.496,-4999.580645,-4923.483871,0.18,-1.01
+08/12/2015,0.6,0.4,7,0.6,0,0,0,0.2,0.2,0.4,-12.55,-5.64,-2.04,-6.36,-4.56,10,7.95,11.8,10.65,-7141.824,-16468.704,-11978.496,-4999.580645,-4923.483871,0.18,-1.01
+09/12/2015,0.4,0.2,0.4,3.8,0.4,1,0.4,0,0.2,0,-12.53,-5.65,-2.04,-6.29,-4.56,9.05,8.35,10.35,9.25,-7141.824,-16468.704,-11978.496,-4999.580645,-4923.483871,0.18,-1
+10/12/2015,0,0.2,0,0.4,0.2,0,0,0,0,0.2,-12.54,-5.67,-2.09,-6.33,-4.55,9.2,7.85,11.1,9.75,-7141.824,-16468.704,-11978.496,-4999.580645,-4923.483871,0.15,-0.98
+11/12/2015,0,0,0,0,0,0,0,0,0,0,-12.52,-5.68,-2.07,-6.33,-4.55,6.35,6.95,7.35,6.1,-7141.824,-16468.704,-11978.496,-4999.580645,-4923.483871,0.15,-0.99
+12/12/2015,0,0,0,0.2,0,0,0.4,0,0,0,-12.49,-5.71,-2.11,-6.37,-4.56,9.45,6.65,10.4,10.2,-7141.824,-16468.704,-11978.496,-4999.580645,-4923.483871,0.17,-0.99
+13/12/2015,0.2,3.2,8,0.2,3,3.8,2,0,3.6,2.6,-12.47,-5.73,-2.08,-6.36,-4.57,10.5,6.35,9.5,10.1,-6784.7328,-15645.2688,-11379.5712,-4749.601613,-4677.309677,0.17,-0.99
+14/12/2015,1.4,2,0.2,1.4,3.2,3,1,0,0.8,2.6,-12.48,-5.8,-2.08,-6.3,-4.57,8.5,7.25,10.15,9.85,-7141.824,-16468.704,-11978.496,-4999.580645,-4923.483871,0.16,-0.99
+15/12/2015,0,0,0,0,0,0,0,0,0,0,-12.5,-5.72,-2.1,-6.32,-4.58,5.75,6.4,6.9,7.35,-7141.824,-16468.704,-11978.496,-4999.580645,-4923.483871,0.15,-1
+16/12/2015,0,0.2,0,0.2,0,0,0,0,0,0.2,-12.51,-5.73,-2.12,-6.32,-4.59,8.65,8.6,10.95,10.3,-7141.824,-16468.704,-11978.496,-4999.580645,-4923.483871,0.16,-1
+17/12/2015,0.2,0,0,0.2,0,0,0,0,0,0,-12.52,-5.74,-2.13,-6.34,-4.61,8.2,9.3,10.2,8.85,-7141.824,-16468.704,-11978.496,-4999.580645,-4923.483871,0.14,-1.03
+18/12/2015,0,0,1,0,0,0,0.2,0,0.2,0.2,-12.52,-5.78,-2.16,-6.37,-4.62,8.5,7.45,8.15,9.25,-7141.824,-16468.704,-11978.496,-4999.580645,-4923.483871,0.15,-1.04
+19/12/2015,0,0,0,0,0,0,0,0,0.2,0.2,-12.51,-5.78,-2.15,-6.38,-4.64,11.5,8.05,11.2,11.1,-7141.824,-16468.704,-11978.496,-4999.580645,-4923.483871,0.12,-1.07
+20/12/2015,0,0.2,0,0,0,0,0,0,0.2,0,,-5.8,-2.16,-6.4,-4.67,5.7,9.55,7.25,6.95,-6784.7328,-15645.2688,-11379.5712,-4749.601613,-4677.309677,0.12,-1.08
+21/12/2015,0,0,0.6,0.2,0,0,0,0,1,0,-12.57,,-2.14,-6.36,-4.68,5.8,6.9,6.65,6.95,-7141.824,-16468.704,-11978.496,-4999.580645,-4923.483871,0.12,-1.07
+22/12/2015,1.4,4.4,7.4,1.8,4.8,11.8,2.8,0,0.8,5.8,-12.58,,-2.13,,-4.67,10.25,9,10.35,10.45,-7141.824,-16468.704,-11978.496,-4999.580645,-4923.483871,0.11,-1.07
+23/12/2015,0.2,0.4,0.6,1.4,0.2,0.4,0,0,0,0,-12.56,,-2.15,,-4.64,11.35,7.55,11.55,11.35,-7141.824,-16468.704,-11978.496,-4999.580645,-4923.483871,0.11,-1.08
+24/12/2015,0,1,0.4,0,0.4,0.8,0.2,0,0.4,0.4,-12.55,,-2.17,,,10.95,10.35,10.55,10.9,-7141.824,-16468.704,-11978.496,-4999.580645,-4923.483871,0.11,-1.08
+25/12/2015,1.2,0.2,0.2,0.4,0,0,0.2,0,0,1,-12.57,,-2.17,,,10.75,10.25,11.05,10.3,-7141.824,-16468.704,-11978.496,-4999.580645,-4923.483871,0.1,-1.08
+26/12/2015,0,0,0,0.4,0,0,0,0,0.2,0.2,-12.56,,-2.16,,,4.3,8.35,5.55,6,-7141.824,-16468.704,-11978.496,-4999.580645,-4923.483871,0.09,-1.08
+27/12/2015,0,0.2,0,0.2,0.2,0,0.2,0,0,0.2,-12.56,,-2.16,,,5.25,7.35,5.35,5.35,-6784.7328,-15645.2688,-11379.5712,-4749.601613,-4677.309677,0.09,-1.09
+28/12/2015,0.2,0.2,0,0.2,0.2,0,0.2,0,0.2,0.2,-12.55,-5.88,-2.18,,,2.55,7.45,2.55,3.3,-7141.824,-16468.704,-11978.496,-4999.580645,-4923.483871,0.1,-1.08
+29/12/2015,0,0,0,0.2,0.2,0,0.2,0,0.2,0.2,-12.52,-5.92,-2.18,-6.29,-4.67,8.95,6.5,8.75,9.05,-7141.824,-16468.704,-11978.496,-4999.580645,-4923.483871,0.09,-1.08
+30/12/2015,0.2,1.6,2,2,0,0.2,0,0,0,0,-12.51,-5.94,-2.16,-6.33,-4.67,9.15,5.05,8.35,8.4,-7141.824,-16468.704,-11978.496,-4999.580645,-4923.483871,0.09,-1.08
+31/12/2015,0.2,0,0,0,0,0,0,0,0,0.2,-12.51,-5.95,-2.18,-6.35,-4.68,3.8,1.8,5.05,4.5,-7141.824,-16468.704,-11978.496,-4999.580645,-4923.483871,0.1,-1.08
+01/01/2016,0,0,0,0,0,0,0,0,41.6,0,-12.51,-5.95,-2.21,-6.36,-4.68,5.2,3.4,6.75,5.8,-6681.312,-17794.08,-11509.344,-4960.354839,-4979.709677,0.11,-1.08
+02/01/2016,6.8,5.2,61.8,4.8,6.6,6.6,7,0,1.6,13.6,-12.43,-5.94,-1.97,-6.2,-4.67,7.4,6.5,7.05,7.8,-6681.312,-17794.08,-11509.344,-4960.354839,-4979.709677,0.2,-0.99
+03/01/2016,45.2,43.2,2.4,53.2,41.6,45.6,38.4,6,20.4,57.4,-12.36,-5.9,-1.47,-6.02,-4.62,8.6,3.85,8.85,8.4,-6347.2464,-16904.376,-10933.8768,-4712.337097,-4730.724194,0.31,-1.03
+04/01/2016,27,23.8,19.2,18.8,35,32.2,24,0,13.8,31.4,-12.29,-5.86,-1.3,-5.82,-4.58,7.05,4.8,7.6,7.5,-6681.312,-17794.08,-11509.344,-4960.354839,-4979.709677,0.43,-0.87
+05/01/2016,14.2,22.8,20.2,9.8,23.2,26.8,16.2,0,10.6,15.8,-12.3,-5.79,-1.08,-5.67,-4.51,8.7,5.65,8.85,9,-6681.312,-17794.08,-11509.344,-4960.354839,-4979.709677,0.46,-0.84
+06/01/2016,16,19.8,18.4,19.8,17.2,18,16.6,6.6,2.8,16.8,-12.31,-5.69,-0.95,-5.56,-4.24,7.25,3.3,7.4,7.35,-6681.312,-17794.08,-11509.344,-4960.354839,-4979.709677,0.46,-0.25
+07/01/2016,0,0.8,11,0.4,0,0,0,0,4,0.2,-12.35,-5.62,-0.99,-5.44,-4.17,4.65,4.85,5.6,5.2,-6681.312,-17794.08,-11509.344,-4960.354839,-4979.709677,0.41,-0.63
+08/01/2016,4.6,7.6,4.4,7.6,4.8,9.6,3.6,0,21.2,6.8,-12.38,-5.57,-1.02,-5.38,-4.22,8.8,12.75,8.5,8.7,-6681.312,-17794.08,-11509.344,-4960.354839,-4979.709677,0.37,-0.85
+09/01/2016,13.4,5.8,4.8,1.6,17.6,21.6,8.2,0,13.6,13.4,-12.37,-5.54,-1.1,-5.4,-4.19,10.95,8.15,11.35,11.85,-6681.312,-17794.08,-11509.344,-4960.354839,-4979.709677,0.4,-0.67
+10/01/2016,34.4,7,2.6,4.4,32.2,23,22.8,3.4,37.8,42.2,-12.38,-5.5,-1.13,-5.34,-3.69,14.15,8.1,14.05,13.55,-6347.2464,-16904.376,-10933.8768,-4712.337097,-4730.724194,0.84,0.87
+11/01/2016,6.4,0,0.8,0,0.6,0.8,1.6,13.6,0.4,3,-12.36,-5.41,-1.25,-5.24,-3.3,13.5,7.45,14.3,14.65,-6681.312,-17794.08,-11509.344,-4960.354839,-4979.709677,0.93,1.16
+12/01/2016,54.4,0.8,0,0.8,18,7.6,29.6,58.2,0.2,30.4,-12.41,-5.32,-1.29,-5.24,-2.98,12.3,6.1,11.9,12.65,-6681.312,-17794.08,-11509.344,-4960.354839,-4979.709677,0.89,0.91
+13/01/2016,0,0,0,0,0,0,0.2,0,40,2,-12.49,-5.27,-1.31,-5.29,-3.19,9.15,5.55,9.2,9.25,-6681.312,-17794.08,-11509.344,-4960.354839,-4979.709677,0.59,0.04
+14/01/2016,0.6,4.4,60,3.2,4.2,3.6,2.2,0,2.6,4,-12.48,-5.25,-1.12,-5.24,-3.24,4.9,4.05,5,5.75,-6681.312,-17794.08,-11509.344,-4960.354839,-4979.709677,0.68,0.19
+15/01/2016,47.4,61.2,0.6,58.4,55.4,60,51.2,0.2,0,61.4,-12.43,-5.15,-0.6,-5.09,-3.03,5.6,3.4,6.5,5.5,-6681.312,-17794.08,-11509.344,-4960.354839,-4979.709677,0.71,0.31
+16/01/2016,0,0,0,0,0,0,0,2.8,0,0.2,-12.46,,-0.83,-5.05,-3.08,4.7,1.7,4.3,5,-6681.312,-17794.08,-11509.344,-4960.354839,-4979.709677,0.55,-0.13
+17/01/2016,0,0,0,0,0,0,0,0.8,0,0,-12.49,,-0.9,-5.1,-3.19,2.55,0.7,3.8,3.75,-6347.2464,-16904.376,-10933.8768,-4712.337097,-4730.724194,0.49,-0.34
+18/01/2016,0,0,0,0,0,0,0,0,0,0,-12.51,,-0.98,-5.08,-3.26,1.6,-0.9,3.05,2.2,-6681.312,-17794.08,-11509.344,-4960.354839,-4979.709677,0.44,-0.3
+19/01/2016,0,0,0,0,0,0,0,0,0,0,-12.51,,-1.1,-5.04,-3.24,1.75,-0.85,3.35,2.05,-6681.312,-17794.08,-11509.344,-4960.354839,-4979.709677,0.45,-0.11
+20/01/2016,0,0,0.8,0,0,0,0,0,0,0,,,-1.15,-5.05,-3.31,-0.6,0.15,1.4,0.5,-6681.312,-17794.08,-11509.344,-4960.354839,-4979.709677,0.38,-0.36
+21/01/2016,0,0,0.2,0.2,0,0,0,0,0,0,,,-1.21,-5.07,-3.41,4.25,3.3,5.1,3.7,-6681.312,-17794.08,-11509.344,-4960.354839,-4979.709677,0.36,-0.53
+22/01/2016,0,0,0,0,0,0,0,0,0,0,,,-1.2,-5.12,-3.54,4.5,2.3,5.9,4.7,-6681.312,-17794.08,-11509.344,-4960.354839,-4979.709677,0.33,-0.77
+23/01/2016,0,0,0,0.2,0,0,0.2,0,0,0,,-5.24,-1.22,-5.19,-3.66,2.25,3.05,4.05,2.65,-6681.312,-17794.08,-11509.344,-4960.354839,-4979.709677,0.31,-0.98
+24/01/2016,0,0.2,0,0,0,0,0,0,0,0,,-5.27,-1.23,-5.23,-3.74,3.7,6.25,6.1,4.55,-6347.2464,-16904.376,-10933.8768,-4712.337097,-4730.724194,0.28,-0.99
+25/01/2016,0.2,0.2,0,0.2,0,0,0,0,0,0.2,,-5.3,-1.27,-5.2,-3.8,4.9,4.75,6.25,4.6,-6681.312,-17794.08,-11509.344,-4960.354839,-4979.709677,0.28,-0.99
+26/01/2016,0,0,1,0.2,0,0,0.2,0,0,0,,-5.33,-1.38,-5.19,-3.83,8.95,6.2,9.75,9.55,-6681.312,-17794.08,-11509.344,-4960.354839,-4979.709677,0.27,-1
+27/01/2016,0,1.2,4.2,0,0,0,0,0,0.2,0.4,,-5.34,-1.44,-5.14,-3.86,11.4,6.85,11.15,11.35,-6681.312,-17794.08,-11509.344,-4960.354839,-4979.709677,0.27,-1
+28/01/2016,0,2.6,8.2,1,0.8,1.2,0.2,0,0.6,2.8,,-5.37,-1.47,-5.11,-3.88,10.85,13.4,11.35,11.15,-6681.312,-17794.08,-11509.344,-4960.354839,-4979.709677,0.27,-0.95
+29/01/2016,0.2,0.4,1.4,1.2,0.2,0.4,0.4,0,22,1,-12.5,-5.4,-1.5,-5.13,-3.9,11.3,9.5,11.8,11.9,-6681.312,-17794.08,-11509.344,-4960.354839,-4979.709677,0.27,-0.95
+30/01/2016,5.8,3,8.6,1,11,8.8,8.8,0.2,14.6,8.4,,-5.43,-1.54,-5.19,-3.9,12.05,8.5,11.7,12.5,-6681.312,-17794.08,-11509.344,-4960.354839,-4979.709677,0.28,-0.94
+31/01/2016,8.6,1.6,12,0,12.8,10.4,10.4,0.8,0.2,16.2,,-5.43,-1.59,-5.16,-3.9,12.45,8.6,12.3,12.85,-6347.2464,-16904.376,-10933.8768,-4712.337097,-4730.724194,0.32,-0.92
+01/02/2016,3.2,3.4,0.2,7,10.6,10.4,6.4,0,2.2,7.6,,-5.43,-1.55,-5.13,-3.88,12.3,10.55,14.5,13.6,-6234.624,-16392.672,-10692.864,-3319.586207,-7857.206897,0.39,-0.87
+02/02/2016,0.2,1.8,4.4,1.4,0.2,0.6,0.4,0,13.2,0.8,,-5.45,-1.52,-5.15,-3.87,9.05,8.1,10.5,10.3,-6234.624,-16392.672,-10692.864,-3319.586207,-7857.206897,0.35,-0.8
+03/02/2016,2,2.4,2.2,1.6,2.8,3,1.8,0,0,3.8,,-5.42,-1.59,-5.06,-3.87,10.5,5.2,10.65,10.95,-6234.624,-16392.672,-10692.864,-3319.586207,-7857.206897,0.34,-0.85
+04/02/2016,20,1.6,0.2,1,14,10,22,0.8,0,20.6,,-5.45,-1.55,-5.06,-3.86,8.2,4.15,8.5,8.8,-6234.624,-16392.672,-10692.864,-3319.586207,-7857.206897,0.41,-0.85
+05/02/2016,0,0,0,0,0,0,0,0,0,0,,-5.47,-1.53,-5.09,-3.88,6.8,5.85,8.1,7.5,-6234.624,-16392.672,-10692.864,-3319.586207,-7857.206897,0.38,-0.86
+06/02/2016,0.2,0,0.2,0,0,0,0,0,45,0,,-5.49,-1.51,-5.14,-3.88,6.7,5.65,8.3,7.45,-6234.624,-16392.672,-10692.864,-3319.586207,-7857.206897,0.36,-0.87
+07/02/2016,19.4,3.6,6.4,6.4,13.2,10.4,14.6,0,28.8,25.8,,-5.49,-1.61,-5.09,-3.81,10.6,5.7,11.15,10.35,-5922.8928,-15573.0384,-10158.2208,-3153.606897,-7464.346552,0.47,-0.47
+08/02/2016,80.8,18,12.6,2,37.2,35.6,55.8,2,60.2,89,,-5.39,-1.5,-5.02,-3.16,12.25,5.9,11.65,12.1,-6234.624,-16392.672,-10692.864,-3319.586207,-7857.206897,1.07,1.41
+09/02/2016,5.6,5.8,7.2,2.2,9.8,10.4,10.2,0,15,5.8,,-5.42,-1.47,-4.95,-2.9,13.2,8.15,13,13.95,-6234.624,-16392.672,-10692.864,-3319.586207,-7857.206897,0.84,0.69
+10/02/2016,77.2,21.8,0.4,10.2,72.6,55.6,75.8,17.6,0.6,128.2,,-5.42,-1.14,-4.89,-1.99,8.85,6.6,9.3,9.4,-6234.624,-16392.672,-10692.864,-3319.586207,-7857.206897,1.41,2.49
+11/02/2016,1.4,0,5,0,0,0,0,0.4,34.2,0,,,-1.18,-4.95,-2.04,7.25,4.3,8.45,7.9,-6234.624,-16392.672,-10692.864,-3319.586207,-7857.206897,0.91,0.86
+12/02/2016,16.2,28.2,40.2,32.2,17.2,23.2,15,0.4,3.8,17.8,,-5.42,-0.94,-4.89,-2.27,8.9,4.3,8.4,8.95,-6234.624,-16392.672,-10692.864,-3319.586207,-7857.206897,0.8,0.51
+13/02/2016,23.8,16.2,17.2,13.2,23.2,15.6,23.4,2.2,19.4,25.2,,-5.47,-0.9,-4.82,-2.33,8.3,4.7,8.2,8.9,-6234.624,-16392.672,-10692.864,-3319.586207,-7857.206897,0.81,0.52
+14/02/2016,21.6,26.6,20.8,20.8,29,28.6,20.2,0,10.2,27,,,-0.78,-4.74,-2.27,11.1,5.25,11.15,11.65,-5922.8928,-15573.0384,-10158.2208,-3153.606897,-7464.346552,0.9,0.8
+15/02/2016,7.2,11.6,14.2,13.2,10.4,11.6,9.8,2,20.2,7.8,,,-0.87,-4.66,-2.24,7.7,3.6,8.1,7.9,-6234.624,-16392.672,-10692.864,-3319.586207,-7857.206897,0.84,0.64
+16/02/2016,31.2,24.8,35.4,32.4,32.4,24,33,35.4,14,35.2,,-5.19,-0.58,-4.69,-2.27,11,5.85,11.5,11.25,-6234.624,-16392.672,-10692.864,-3319.586207,-7857.206897,0.85,0.69
+17/02/2016,9.2,11.4,8,14.8,19.2,15.4,15.8,29.2,0,14.8,-12.27,-5.11,-0.62,-4.66,-2.26,8.9,3.05,9.1,8.35,-6234.624,-16392.672,-10692.864,-3319.586207,-7857.206897,0.83,0.62
+18/02/2016,0.2,0.2,0,0.6,0,0,0,0,15,0.2,,-5.07,-0.8,-4.63,-2.35,7.2,3.45,8.95,8.3,-6234.624,-16392.672,-10692.864,-3319.586207,-7857.206897,0.74,0.35
+19/02/2016,4.4,3.4,4,2.6,6.4,4,3.4,0,2.6,5.2,,-5.08,-0.87,-4.57,-2.46,9.55,2.55,9.15,9.55,-6234.624,-16392.672,-10692.864,-3319.586207,-7857.206897,0.67,0.12
+20/02/2016,7.8,8.8,9.6,12.2,11.8,7.8,12.6,1,0,13.6,,-5.12,-0.81,-4.65,-2.57,7.45,3.25,8.4,8.05,-6234.624,-16392.672,-10692.864,-3319.586207,-7857.206897,0.63,0
+21/02/2016,0,0,0,0,0,0,0,0,2.8,0.4,,-5.16,-0.91,-4.66,-2.66,8.75,4.55,8.9,9.7,-5922.8928,-15573.0384,-10158.2208,-3153.606897,-7464.346552,0.59,-0.15
+22/02/2016,0,0,0.4,0,0,0,0,0,21.4,0,,-5.17,-1.07,-4.57,-2.74,10.55,6.95,10.85,10.9,-6234.624,-16392.672,-10692.864,-3319.586207,-7857.206897,0.56,-0.26
+23/02/2016,34.6,18.4,19,11,26,25.6,25.2,1.8,1.6,35.6,,-5.24,-1.05,-4.5,-2.68,12.1,6.4,10.3,11.45,-6234.624,-16392.672,-10692.864,-3319.586207,-7857.206897,0.68,0.15
+24/02/2016,4.6,2.2,3.4,0,1.6,2.4,2.2,0,15.6,2.4,-12.18,-5.22,-1.09,-4.44,-2.63,12.8,7.15,12.1,12.9,-6234.624,-16392.672,-10692.864,-3319.586207,-7857.206897,0.67,0.12
+25/02/2016,6.6,0.2,32.4,4,11,1.8,7.6,0.4,0.2,13.4,,-5.25,-1.08,-4.39,-2.65,9.4,5.05,8.6,9.6,-6234.624,-16392.672,-10692.864,-3319.586207,-7857.206897,0.65,0.07
+26/02/2016,2,10,1.4,17.6,8.6,13.4,3.8,0.2,35.6,5.4,,-5.26,-0.99,-4.39,-2.67,9.55,4.15,9.25,9.15,-6234.624,-16392.672,-10692.864,-3319.586207,-7857.206897,0.63,0
+27/02/2016,4.6,1.8,28.4,6,2.6,3.2,3.6,0.2,48.2,8.8,,-5.29,-1.02,-4.46,-2.74,9.55,4.05,10,8.4,-6234.624,-16392.672,-10692.864,-3319.586207,-7857.206897,0.6,-0.17
+28/02/2016,52.4,45,40.6,25.2,69.6,43.4,48.6,0.6,15.2,54.6,,-5.19,-0.59,-4.37,-2.34,10.55,4.85,12,11.05,-5922.8928,-15573.0384,-10158.2208,-3153.606897,-7464.346552,1.04,1.28
+29/02/2016,27.6,24.8,22.2,0,33.2,28.8,27,60,0.2,33.8,-12.03,-5.02,-0.49,-4.2,-1.97,8.8,4.7,10.55,9.85,-6234.624,-16392.672,-10692.864,-3319.586207,-7857.206897,1.12,1.49
+01/03/2016,14.4,11,0.2,11.6,10.6,7.8,10.8,0.2,11.4,15.2,,-4.91,-0.7,-4.21,-1.98,9.85,5.6,11.45,10.85,-5421.6,-16296.768,-9685.44,-2553.064516,-9497.774194,0.93,0.94
+02/03/2016,0,0,0.4,0.2,0,0,0,0,2.2,0,,-4.9,-0.9,-4.2,-2.13,9.8,6.4,10.85,10.8,-5421.6,-16296.768,-9685.44,-2553.064516,-9497.774194,0.78,0.5
+03/03/2016,25.6,3.4,1.8,2.8,14,13.8,13.6,6.4,2.4,12.2,,-4.91,-1.11,-4.12,-2.21,9.2,4.75,9.1,10.5,-5421.6,-16296.768,-9685.44,-2553.064516,-9497.774194,0.76,0.45
+04/03/2016,0,0,1,0,0,0,0,3,26.2,0,,-4.98,-1.1,-4.13,-2.34,6.75,3.8,6.95,7.8,-5421.6,-16296.768,-9685.44,-2553.064516,-9497.774194,0.68,0.16
+05/03/2016,11,5.2,12.2,0,4.6,5.6,4.6,0,17,11,,-5.04,-1.15,-4.18,-2.42,10.85,5.1,10.65,10.9,-5421.6,-16296.768,-9685.44,-2553.064516,-9497.774194,0.68,0.21
+06/03/2016,49.8,13.2,1.2,13,39.6,23.4,32.6,1.6,0,30.8,,-5.07,-1.03,-4.18,-2.27,9.9,2.65,9.55,10.55,-5150.52,-15481.9296,-9201.168,-2425.41129,-9022.885484,0.86,0.75
+07/03/2016,13.2,0,0,0.4,1.8,0,6.6,0.4,15.4,3.4,,-5.08,-1.13,-4.16,-2.33,8.6,2.85,8.4,8.65,-5421.6,-16296.768,-9685.44,-2553.064516,-9497.774194,0.75,0.4
+08/03/2016,11,18.8,0.4,10.2,17.8,20.6,12.6,7.6,0,9,,-5.12,-0.85,-4.16,-2.42,5.2,1.05,5.1,5.85,-5421.6,-16296.768,-9685.44,-2553.064516,-9497.774194,0.71,0.19
+09/03/2016,6.6,9.6,15,14.2,8,7.6,5.8,24.4,0,14,-11.96,-5.11,-0.8,-4.09,-2.5,7.25,1.6,8.1,7.9,-5421.6,-16296.768,-9685.44,-2553.064516,-9497.774194,0.65,0
+10/03/2016,0,0,12.4,0,0,0,0,4.2,0,0,,-5.14,-0.96,-4.1,-2.58,9.75,5,9.65,10.5,-5421.6,-16296.768,-9685.44,-2553.064516,-9497.774194,0.6,-0.13
+11/03/2016,0,0,0.4,0,0,0.4,0,11.4,0,0.4,,-5.17,-1.08,-4.16,-2.68,11.1,5.8,10.35,11.55,-5421.6,-16296.768,-9685.44,-2553.064516,-9497.774194,0.55,-0.32
+12/03/2016,0,0,0,0,0,0,0,2.8,0.2,0,,-5.23,-1.19,-4.26,-2.77,12.15,6.7,10.95,12.1,-5421.6,-16296.768,-9685.44,-2553.064516,-9497.774194,0.52,-0.44
+13/03/2016,0,0,0,0,0,0,0,0.6,0,0,,-5.27,-1.27,-4.32,-2.85,10.65,5.9,9.75,11.75,-5150.52,-15481.9296,-9201.168,-2425.41129,-9022.885484,0.49,-0.54
+14/03/2016,0,0,0,0,0,0,0,1,0,0,,-5.32,-1.32,-4.27,-2.93,9.75,5.9,9.2,10.9,-5421.6,-16296.768,-9685.44,-2553.064516,-9497.774194,0.49,-0.65
+15/03/2016,0,0,0,0,0,0,0,0.4,0,0,-11.95,-5.35,-1.38,-4.27,-3.02,8.15,4.3,8,8.65,-5421.6,-16296.768,-9685.44,-2553.064516,-9497.774194,0.44,-0.81
+16/03/2016,0,0,0,0,0,0,0,2.4,0,0,,-5.41,-1.42,-4.28,-3.1,9.6,5.3,9.75,11.05,-5421.6,-16296.768,-9685.44,-2553.064516,-9497.774194,0.42,-0.84
+17/03/2016,0,0,0,0,0,0,0,13.6,0,0.2,,-5.47,-1.46,-4.32,-3.13,10.65,6.2,10.8,12.4,-5421.6,-16296.768,-9685.44,-2553.064516,-9497.774194,0.45,-0.83
+18/03/2016,0,0,0,0,0,0,0,1.6,0,0,,-5.52,-1.5,-4.34,-3.18,11.35,7.2,12,11.3,-5421.6,-16296.768,-9685.44,-2553.064516,-9497.774194,0.4,-0.88
+19/03/2016,0,0,0,0,0,0,0,0,1.2,0,,-5.57,-1.57,-4.45,-3.21,9.95,7.2,10.7,10.9,-5421.6,-16296.768,-9685.44,-2553.064516,-9497.774194,0.38,-0.88
+20/03/2016,0,0,3.6,0,0,0,0,0,2.4,0,,-5.62,-1.58,-4.5,-3.23,9.95,7.05,11.15,10.9,-5150.52,-15481.9296,-9201.168,-2425.41129,-9022.885484,0.38,-0.89
+21/03/2016,2.6,3.2,4.4,5.4,3,3,2,0.6,0,3.8,,-5.65,-1.58,-4.43,-3.26,12.75,7.8,13.25,12.4,-5421.6,-16296.768,-9685.44,-2553.064516,-9497.774194,0.38,-0.9
+22/03/2016,0.6,0.2,0,0.6,0.4,0.2,0.8,1.4,0,0.6,,-5.7,-1.57,-4.4,-3.28,11.9,9.7,14.3,13.5,-5421.6,-16296.768,-9685.44,-2553.064516,-9497.774194,0.36,-0.9
+23/03/2016,0,0,0,0,0,0,0,3.2,0,0,-11.77,-5.66,-1.6,-4.4,-3.29,12.05,5.5,9.7,11.5,-5421.6,-16296.768,-9685.44,-2553.064516,-9497.774194,0.34,-0.92
+24/03/2016,0,0,0,0,0,0,0,0.4,0,0,,-5.77,-1.65,-4.53,-3.32,10.9,5.95,9.05,10.5,-5421.6,-16296.768,-9685.44,-2553.064516,-9497.774194,0.34,-0.93
+25/03/2016,0,0,0,0,0,0,0,0,0,0,,-5.81,-1.66,-4.62,-3.34,9.85,6.95,10.65,10.5,-5421.6,-16296.768,-9685.44,-2553.064516,-9497.774194,0.31,-0.93
+26/03/2016,0,0,0,0,0,0,0,0,0,0,,-5.86,-1.71,-4.67,-3.33,11.25,8.3,11.65,11.35,-5421.6,-16296.768,-9685.44,-2553.064516,-9497.774194,0.28,-0.94
+27/03/2016,0,0,5.2,0,0,0,0,0,4.4,0,,-5.89,-1.69,-4.7,-3.31,9.55,7.65,11,11.45,-5150.52,-15481.9296,-9201.168,-2425.41129,-9022.885484,0.27,-0.93
+28/03/2016,5.2,2,4.2,6.2,3.8,4,3.6,0,0,7,,-5.88,-1.67,-4.61,-3.31,14,6.9,13.15,14,-5421.6,-16296.768,-9685.44,-2553.064516,-9497.774194,0.27,-0.93
+29/03/2016,1.6,0.2,0,0.6,2.2,2.2,2.2,0,0,2.8,-11.91,-5.89,-1.7,-4.61,-3.35,14,8.65,14.2,14.7,-5421.6,-16296.768,-9685.44,-2553.064516,-9497.774194,0.3,-0.94
+30/03/2016,0,0,0,0,0,0,0,0,0,0,-11.9,-5.96,-1.73,-4.66,-3.39,14.55,9.2,14.65,14.95,-5421.6,-16296.768,-9685.44,-2553.064516,-9497.774194,0.29,-0.94
+31/03/2016,0,0,0,0,0,0,0,0,0,0,,-5.97,-1.73,-4.65,-3.37,15.25,10.65,15.6,16.6,-5421.6,-16296.768,-9685.44,-2553.064516,-9497.774194,0.31,-0.82
+01/04/2016,0,0,0,0,0,0,0,0,0,0,,-5.97,-1.76,-4.7,-3.41,16.45,12.4,16.4,16.95,-5806.944,-16399.584,-9980.064,-2591.5,-9478.333333,0.31,-0.95
+02/04/2016,0,0,0,0,0,0,0,0,0,0,,-5.97,-1.79,-4.8,-3.43,17.15,15.45,18.5,18.45,-5806.944,-16399.584,-9980.064,-2591.5,-9478.333333,0.29,-0.96
+03/04/2016,0,0,0,0,0,0,0,0,0,0,,-5.97,-1.8,-4.87,-3.45,15.95,14.5,17.6,17.25,-5516.5968,-15579.6048,-9481.0608,-2461.925,-9004.416667,0.28,-0.96
+04/04/2016,0,0,0,0,0,0,0,0,0,0,,-5.98,-1.81,-4.84,-3.45,16.75,13.25,16.8,17.25,-5806.944,-16399.584,-9980.064,-2591.5,-9478.333333,0.28,-0.96
+05/04/2016,0,0,0,0,0,0,0,0,0,0,,-5.99,-1.79,-4.79,-3.47,17.1,13.45,18.05,17.95,-5806.944,-16399.584,-9980.064,-2591.5,-9478.333333,0.28,-0.97
+06/04/2016,0,0,0,0,0,0,0,0,0,0,-11.84,-6,-1.82,-4.78,-3.49,17.45,16.75,19.1,18.5,-5806.944,-16399.584,-9980.064,-2591.5,-9478.333333,0.27,-0.99
+07/04/2016,0,0,0,0,0,0,0,0,0,0,,-6.01,-1.84,-4.82,-3.51,16.55,16.4,17.5,18.05,-5806.944,-16399.584,-9980.064,-2591.5,-9478.333333,0.27,-1.01
+08/04/2016,0,0,0,0,0,0,0,0,0.2,0,,-6.02,-1.83,-4.82,-3.52,14.35,9.9,14.4,15.4,-5806.944,-16399.584,-9980.064,-2591.5,-9478.333333,0.28,-0.99
+09/04/2016,0,0,0,0,0,0,0,1.8,0,0,,-6.03,-1.87,-4.9,-3.54,11,6.05,11.05,12.2,-5806.944,-16399.584,-9980.064,-2591.5,-9478.333333,0.24,-1
+10/04/2016,0.2,0,0,0,0,0,0.2,0,0,0,,-6.05,-1.9,-4.98,-3.55,11.45,8,11.55,12.7,-5516.5968,-15579.6048,-9481.0608,-2461.925,-9004.416667,0.23,-1.01
+11/04/2016,0,0,0,0,0,0,0,0,0,0,,-6.05,-1.91,-4.98,-3.57,13.2,10.1,14.1,14.45,-5806.944,-16399.584,-9980.064,-2591.5,-9478.333333,0.19,-1.01
+12/04/2016,0,0,0,0,0,0,0,0,0,0,-11.86,-6.07,-1.92,-4.96,-3.58,14.45,10.95,14.75,15.55,-5806.944,-16399.584,-9980.064,-2591.5,-9478.333333,0.18,-1.01
+13/04/2016,0,0,0,0.2,0,0,0,0,0.8,0,,-6.09,-1.91,-4.96,-3.59,15.65,11,15.35,15.9,-5806.944,-16399.584,-9980.064,-2591.5,-9478.333333,0.2,-1.01
+14/04/2016,0.8,0,0.2,0,1.2,0.2,2.2,0.2,0,1.4,,-6.11,-1.93,-4.98,-3.6,15,9.35,14.05,15.7,-5806.944,-16399.584,-9980.064,-2591.5,-9478.333333,0.19,-1
+15/04/2016,0,0,0,0,0,0,0,0,0,0,,-6.12,-1.95,-5.02,-3.61,14.1,11.25,14.7,15.55,-5806.944,-16399.584,-9980.064,-2591.5,-9478.333333,0.2,-1.01
+16/04/2016,0,0,0,0,0,0,0,0,0,0,,-6.15,-1.98,-5.1,-3.62,15.35,11.4,14.7,15.9,-5806.944,-16399.584,-9980.064,-2591.5,-9478.333333,0.18,-1.02
+17/04/2016,0,0,0,0,0,0,0,0,0,0,,-6.16,-1.96,-5.11,-3.63,17.35,12.65,17.35,18.2,-5516.5968,-15579.6048,-9481.0608,-2461.925,-9004.416667,0.19,-1.01
+18/04/2016,0,0,0,0,0,0,0,0,0,0,,-6.16,-2,-5.11,-3.64,16.05,10.15,15.15,17.3,-5806.944,-16399.584,-9980.064,-2591.5,-9478.333333,0.19,-1.01
+19/04/2016,0,0,0,0,0,0,0,0,0,0,,-6.18,-2,-5.22,-3.65,15.65,10.1,14.7,16.35,-5806.944,-16399.584,-9980.064,-2591.5,-9478.333333,0.16,-1.03
+20/04/2016,0,0,0,0,0,0,0,0,0,0,,-6.21,-2.03,-5.24,-3.67,15.15,13.6,17.25,16.65,-5806.944,-16399.584,-9980.064,-2591.5,-9478.333333,0.17,-1.02
+21/04/2016,0,0,0,0,0,0,0,0,0.4,0,-11.95,-6.22,-2.04,-5.23,-3.68,14.7,12.9,16.65,16.35,-5806.944,-16399.584,-9980.064,-2591.5,-9478.333333,0.2,-1.03
+22/04/2016,0,0,0,0,0,0,0,0,11.8,0,,-6.23,-2.01,-5.21,-3.69,15.9,10.1,15.75,16.6,-5806.944,-16399.584,-9980.064,-2591.5,-9478.333333,0.2,-1.02
+23/04/2016,1,52.2,113,21,4.4,8.8,0.8,0,33.6,4.4,,-5.96,-1.53,-5.14,-3.68,12.5,8.85,12.3,12.8,-5806.944,-16399.584,-9980.064,-2591.5,-9478.333333,0.29,-0.98
+24/04/2016,18,37.4,31.4,54.2,20.4,34,18.8,8,0.2,15.4,,-6.11,-1.08,-4.89,-3.68,14.1,7.25,14.4,15.1,-5516.5968,-15579.6048,-9481.0608,-2461.925,-9004.416667,0.25,-0.98
+25/04/2016,10,28.6,3,17.8,36.8,26.8,16,33.2,10.4,21.8,,-6.04,-0.95,-4.79,-3.68,11.95,4.8,11.65,12.3,-5806.944,-16399.584,-9980.064,-2591.5,-9478.333333,0.26,-0.97
+26/04/2016,0.6,0,1.4,1,1.2,1.2,1.8,0,7.2,0.6,,-6,-1.16,-4.67,-3.7,10.1,5.6,10.8,11.1,-5806.944,-16399.584,-9980.064,-2591.5,-9478.333333,0.19,-1
+27/04/2016,18.8,0.2,0,1,5.8,1.8,13.2,0,0,5,,-5.98,-1.27,-4.61,-3.74,12.2,6.8,12.15,14.05,-5806.944,-16399.584,-9980.064,-2591.5,-9478.333333,0.23,-1.01
+28/04/2016,0,0,0,0,0,0,0,0,0,0.2,-11.83,-5.98,-1.42,-4.61,-3.75,11.85,7.7,13.55,13.4,-5806.944,-16399.584,-9980.064,-2591.5,-9478.333333,0.28,-1.02
+29/04/2016,0,0,0,0,0,0,0,0,7.2,0,,-5.98,-1.52,-4.68,-3.75,15,10.5,15.1,14.75,-5806.944,-16399.584,-9980.064,-2591.5,-9478.333333,0.27,-1.03
+30/04/2016,0,0,11.8,0,0,0,0,0,5.4,0,,-6.01,-1.62,-4.73,-3.76,14.45,10.15,15.5,14.8,-5806.944,-16399.584,-9980.064,-2591.5,-9478.333333,0.22,-1.03
+01/05/2016,3.8,8,1.8,7,10.6,6.8,7.6,4.8,0.2,7,,-6.01,-1.6,-4.68,-3.76,14.25,8.05,14.25,14.8,-5697.9936,-15465.5136,-9324.288,-2932.159677,-8334.227419,0.24,-1.03
+02/05/2016,0.6,1.2,2,1,0,0.4,0,12.4,9.6,0.4,,-6.01,-1.62,-4.64,-3.77,14.45,9.6,14.8,15.3,-5997.888,-16279.488,-9815.04,-3086.483871,-8772.870968,0.26,-1.03
+03/05/2016,0,0.2,1.2,0.4,0,0,0,3.4,0,0,,-6.02,-1.66,-4.68,-3.78,15.45,11.3,16.25,16.5,-5997.888,-16279.488,-9815.04,-3086.483871,-8772.870968,0.23,-1.04
+04/05/2016,5.2,0.6,0,2.6,3,5.2,2.4,6.4,0,6,,-6.05,-1.69,-4.8,-3.77,16.85,11.5,17.05,17.6,-5997.888,-16279.488,-9815.04,-3086.483871,-8772.870968,0.24,-1.03
+05/05/2016,0,0,0,0,0,0,0,0,0,0,-11.85,-6.06,-1.73,-4.9,-3.76,14.7,11.75,15.75,16.3,-5997.888,-16279.488,-9815.04,-3086.483871,-8772.870968,0.22,-1.04
+06/05/2016,0,0,0,0,0,0,0,0,0.2,0,,-6.08,-1.75,-4.9,-3.78,15.95,12.55,17.1,17,-5997.888,-16279.488,-9815.04,-3086.483871,-8772.870968,0.2,-1.05
+07/05/2016,0,0,0,0,0,0,0,0,0.2,0,,-6.11,-1.81,-4.96,-3.78,16.65,13.95,17.25,17.6,-5997.888,-16279.488,-9815.04,-3086.483871,-8772.870968,0.18,-1.05
+08/05/2016,0,0,0.6,0,2,0,5.6,1.6,0.4,0,,-6.13,-1.8,-4.95,-3.78,17.05,12.8,17.95,17.55,-5697.9936,-15465.5136,-9324.288,-2932.159677,-8334.227419,0.19,-1.04
+09/05/2016,0.4,1,1,0.4,0.2,0,0.4,2,0.4,0.6,,-6.12,-1.82,-4.9,-3.8,19.15,13.6,19.6,19.5,-5997.888,-16279.488,-9815.04,-3086.483871,-8772.870968,0.19,-1.04
+10/05/2016,0.6,0.2,0.2,0.2,0.2,0.2,0.4,0.2,18,0.4,,-6.16,-1.83,-4.95,-3.81,19.25,13.8,19.45,20.25,-5997.888,-16279.488,-9815.04,-3086.483871,-8772.870968,0.21,-1.05
+11/05/2016,3.4,0.8,37.4,0.2,1.2,1.6,1.4,0.6,22.6,3.8,-11.76,-6.17,-1.81,-4.93,-3.81,17.65,12.3,17.65,17.9,-5997.888,-16279.488,-9815.04,-3086.483871,-8772.870968,0.28,-1.03
+12/05/2016,37,32.8,5.4,31.2,21.2,20.4,14.6,24,47.4,29.4,,-6.14,-1.4,-4.88,-3.79,17.3,9.9,16.4,16.75,-5997.888,-16279.488,-9815.04,-3086.483871,-8772.870968,0.34,-1.02
+13/05/2016,30.4,1,22,0.8,44.4,12,46.6,13.2,6.8,31.4,,-6.12,-1.51,-4.82,-3.56,17.45,10.15,16.55,17.5,-5997.888,-16279.488,-9815.04,-3086.483871,-8772.870968,0.6,0.02
+14/05/2016,14,22.2,20.6,74.8,25.8,38.6,16.8,3.6,15.2,24,,-6.05,-1.13,-4.84,-3.29,18.05,11.7,17.9,18.3,-5997.888,-16279.488,-9815.04,-3086.483871,-8772.870968,0.71,0.15
+15/05/2016,1.4,0,3.4,0.6,4,1,3,7.8,1.6,3.8,,-5.99,-1.23,-4.8,-3.37,17.25,11.85,17.4,18.2,-5697.9936,-15465.5136,-9324.288,-2932.159677,-8334.227419,0.54,-0.36
+16/05/2016,8.4,0,0.2,13.4,4,7.2,8,10.8,0.2,10.6,,-5.95,-1.33,-4.7,-3.43,16.5,10.7,15.75,17.4,-5997.888,-16279.488,-9815.04,-3086.483871,-8772.870968,0.52,-0.46
+17/05/2016,4.4,0,0,1.4,5.8,2,7.2,4.6,0,25.8,-11.78,-5.93,-1.4,-4.65,-3.55,17.05,11.2,16.95,17.3,-5997.888,-16279.488,-9815.04,-3086.483871,-8772.870968,0.44,-0.87
+18/05/2016,0,0,0,0,0,0,0.6,0,37.6,0.4,,-5.94,-1.51,-4.61,-3.64,15.9,11.7,16.25,16.6,-5997.888,-16279.488,-9815.04,-3086.483871,-8772.870968,0.41,-0.94
+19/05/2016,12.4,3.6,28.4,2,13.6,21.6,21.4,2.2,0,22.2,,-5.94,-1.48,-4.57,-3.62,16.4,9.05,14.6,16.15,-5997.888,-16279.488,-9815.04,-3086.483871,-8772.870968,0.48,-0.58
+20/05/2016,35.2,10.4,0.2,21.4,19.2,13.6,21.6,7.4,0,24.2,,-5.95,-1.51,-4.61,-3.45,17.4,11.85,17.45,17.75,-5997.888,-16279.488,-9815.04,-3086.483871,-8772.870968,0.58,-0.23
+21/05/2016,0,0,0,0,0,0,0,0,0,0,,-5.9,-1.62,-4.78,-3.53,17.85,15.5,18.7,18.3,-5997.888,-16279.488,-9815.04,-3086.483871,-8772.870968,0.47,-0.63
+22/05/2016,0,0,0,0,0,0,0,0,22.4,0,,-5.9,-1.67,-4.77,-3.64,18.3,16.9,19,19.05,-5697.9936,-15465.5136,-9324.288,-2932.159677,-8334.227419,0.4,-0.92
+23/05/2016,2,0.8,6,3.6,1.6,1.4,0.4,0.2,0.6,1.8,,-5.9,-1.66,-4.67,-3.73,15.15,10.85,14.9,16.45,-5997.888,-16279.488,-9815.04,-3086.483871,-8772.870968,0.39,-0.98
+24/05/2016,6.8,0.4,0,0.2,3.2,0,9.4,3.6,0.2,1.8,,-5.91,-1.73,-4.69,-3.78,15.55,10.15,15.4,16.1,-5997.888,-16279.488,-9815.04,-3086.483871,-8772.870968,0.32,-0.99
+25/05/2016,0,0,0.2,0,0,0,0,0,0,0,,-5.94,-1.77,-4.78,-3.79,16.15,11.85,16.45,17.3,-5997.888,-16279.488,-9815.04,-3086.483871,-8772.870968,0.32,-1
+26/05/2016,0,0,0,0,0,0,0,0,0,0,-11.76,-5.86,-1.8,-4.86,-3.81,17.4,15.25,18.1,18.45,-5997.888,-16279.488,-9815.04,-3086.483871,-8772.870968,0.29,-1.01
+27/05/2016,0,0,0,0,0,0,0,0,0,0,,-5.8,-1.82,-4.91,-3.83,20.75,17.8,20.45,21.2,-5997.888,-16279.488,-9815.04,-3086.483871,-8772.870968,0.3,-1.03
+28/05/2016,0,0,0,0,0,0,0,0,31.2,0,,-5.75,-1.85,-5.01,-3.84,20.45,19.05,21.9,21.85,-5997.888,-16279.488,-9815.04,-3086.483871,-8772.870968,0.25,-1.03
+29/05/2016,4.2,2.4,18.4,1,1.6,2.4,2.6,0,1.8,4.8,,-5.71,-1.76,-4.96,-3.84,18.75,14.9,18.3,19.1,-5697.9936,-15465.5136,-9324.288,-2932.159677,-8334.227419,0.3,-1
+30/05/2016,27.2,7.8,0.2,7.2,18,14,30.8,14.6,1.6,18,,-5.69,-1.75,-4.95,-3.84,18.75,12,18.7,19.8,-5997.888,-16279.488,-9815.04,-3086.483871,-8772.870968,0.32,-1.02
+31/05/2016,2.6,0,0,0,0,0,0.8,0,19.2,0.4,,-5.69,-1.84,-5.04,-3.85,18.15,12,17.45,19,-5997.888,-16279.488,-9815.04,-3086.483871,-8772.870968,0.3,-1.03
+01/06/2016,16,1,9.8,2.6,2.2,0.8,9.6,0.8,14.2,15.8,-11.76,-5.68,-1.79,-5.07,-3.86,15.35,10.05,15.6,16.1,-6912,-16647.552,-10306.656,-6512.8,-4716.8,0.31,-1.01
+02/06/2016,23.6,66,38,3.8,36.8,58.6,28.2,0.2,4.8,52.8,,-5.63,-1.57,-5.01,-3.73,17.2,10.8,17.25,17.4,-6912,-16647.552,-10306.656,-6512.8,-4716.8,0.57,-0.69
+03/06/2016,5.8,15.6,3.6,15.2,13.2,17.4,6.2,0.2,1.6,15.2,,-5.56,-1.57,-4.91,-3.55,18.05,11.05,17.8,18.2,-6912,-16647.552,-10306.656,-6512.8,-4716.8,0.5,-0.69
+04/06/2016,3,4.2,11.6,1.6,2.6,3,2,0.6,0,7.6,,-5.52,-1.59,-4.94,-3.52,19.3,13.3,18.25,19.65,-6912,-16647.552,-10306.656,-6512.8,-4716.8,0.47,-0.77
+05/06/2016,1.4,4,0.2,5.8,0.2,1.6,0.2,0,1.2,0.4,,-5.48,-1.63,-4.95,-3.54,19.95,14.4,15,20.25,-6566.4,-15815.1744,-9791.3232,-6187.16,-4480.96,0.44,-0.87
+06/06/2016,0,0,0.4,0,0,0,0,3.2,0.6,0,,-5.44,-1.72,-5.02,-3.59,18.8,14.4,19.6,20.55,-6912,-16647.552,-10306.656,-6512.8,-4716.8,0.37,-0.98
+07/06/2016,5.4,0,0,0,3.6,0,15.4,12.6,1.6,2.4,,-5.42,-1.74,-5.09,-3.62,20.55,17.25,21.2,21.35,-6912,-16647.552,-10306.656,-6512.8,-4716.8,0.33,-1
+08/06/2016,0,0,0,0,0,0,0,0,17.4,0,-11.75,-5.43,-1.77,-5.15,-3.63,21.4,17.05,20.85,21.95,-6912,-16647.552,-10306.656,-6512.8,-4716.8,0.35,-0.98
+09/06/2016,30,0,16.8,0,16.2,0,16,11.2,0,7.2,,-5.43,-1.76,-5.17,-3.66,19.4,14.75,20.35,20.45,-6912,-16647.552,-10306.656,-6512.8,-4716.8,0.39,-0.99
+10/06/2016,0.2,1.6,0,2.8,1.8,1,4,19,0,0.8,,-5.43,-1.81,-5.12,-3.67,20.95,15.45,21.05,21.65,-6912,-16647.552,-10306.656,-6512.8,-4716.8,0.34,-1
+11/06/2016,0,0,0,0,0,0,0,0.6,5.6,0,,-5.46,-1.87,-5.2,-3.69,20.85,14.7,20.65,21.5,-6912,-16647.552,-10306.656,-6512.8,-4716.8,0.31,-1
+12/06/2016,0,0,0.2,1.4,1.8,2,0,0,10,0.2,,-5.46,-1.88,-5.19,-3.68,20.75,15.3,20.9,21.7,-6566.4,-15815.1744,-9791.3232,-6187.16,-4480.96,0.3,-0.99
+13/06/2016,12,0,0.2,0,13.4,9,2.4,3.8,18.4,1.8,,-5.48,-1.9,-5.19,-3.67,20.85,14.4,20.95,22.3,-6912,-16647.552,-10306.656,-6512.8,-4716.8,0.32,-1
+14/06/2016,44,0,9.2,0,8.8,2,21,10.2,1.4,29.4,,-5.42,-1.89,-5.19,-3.61,20.3,12.95,19.55,20.9,-6912,-16647.552,-10306.656,-6512.8,-4716.8,0.42,-0.74
+15/06/2016,11.8,0.6,0,2.2,18,16.2,9.2,3.8,2.4,9.6,-11.72,-5.31,-1.9,-5.19,-3.51,19.95,13.95,20.2,21.25,-6912,-16647.552,-10306.656,-6512.8,-4716.8,0.48,-0.65
+16/06/2016,0,0,1.2,0,0,0,0,0.8,1.4,0.2,,-5.3,-1.92,-5.23,-3.58,22.3,16.85,22.7,23.45,-6912,-16647.552,-10306.656,-6512.8,-4716.8,0.42,-0.93
+17/06/2016,8.6,4.6,4.6,4.4,5,6.8,4.6,5.2,0,9.2,,-5.31,-1.93,-5.33,-3.63,19.45,13.7,18.9,20.35,-6912,-16647.552,-10306.656,-6512.8,-4716.8,0.41,-0.97
+18/06/2016,0,0,1,0,0,0,0,0,10.6,0,,-5.31,-1.96,-5.4,-3.67,18.5,13.95,18.65,19.5,-6912,-16647.552,-10306.656,-6512.8,-4716.8,0.32,-1.01
+19/06/2016,1.2,1.6,3.8,4.8,2.6,2.4,2.2,1.6,0,1.8,,-5.32,-1.96,-5.39,-3.69,19.25,13.25,20,20.15,-6566.4,-15815.1744,-9791.3232,-6187.16,-4480.96,0.34,-1.01
+20/06/2016,7.8,1,0,0.4,14,2.4,1.4,0,0,8.8,-11.81,-5.32,-1.98,-5.36,-3.68,19,15.4,19.05,19.85,-6912,-16647.552,-10306.656,-6512.8,-4716.8,0.28,-0.9
+21/06/2016,0,0.4,0,0,0,0,0.2,0,0,0,,-5.35,-2.01,-5.45,-3.55,20.7,17.35,20.45,20.8,-6912,-16647.552,-10306.656,-6512.8,-4716.8,0.29,-0.58
+22/06/2016,0,0,0,0,0,0,0,0,0,0,,-5.39,-2.04,-5.51,-3.51,22.75,21.1,23.85,24.05,-6912,-16647.552,-10306.656,-6512.8,-4716.8,0.27,-0.6
+23/06/2016,0,0,0,0,0,0,0,0.2,0,0,,-5.42,-2.09,-5.64,-3.55,25.65,22.8,26.5,25.9,-6912,-16647.552,-10306.656,-6512.8,-4716.8,0.25,-0.85
+24/06/2016,0,0,0,0,0,0,0,0,0,0,,-5.47,-2.12,-5.77,-3.65,26.15,23.15,26.35,26.7,-6912,-16647.552,-10306.656,-6512.8,-4716.8,0.23,-1.01
+25/06/2016,0,0,0,0,0,0,0,0,0,0,,-5.49,-2.21,-5.9,-3.69,25.05,20.7,24.1,25.8,-6912,-16647.552,-10306.656,-6512.8,-4716.8,0.22,-1.01
+26/06/2016,0,0,0,0,0,0,0,0,0,0,,-5.48,-2.2,-5.9,-3.71,23.9,18.85,23.6,25,-6566.4,-15815.1744,-9791.3232,-6187.16,-4480.96,0.21,-1.02
+27/06/2016,0,0,0,0,0,0,0,0,0,0,,,-2.23,-5.91,-3.72,21.1,17.05,21.55,22.95,-6912,-16647.552,-10306.656,-6512.8,-4716.8,0.21,-1.02
+28/06/2016,0,0,0,0,0,0,0,0,0,0,-11.87,,-2.23,-5.97,-3.74,23.05,19.6,23.25,24.45,-6912,-16647.552,-10306.656,-6512.8,-4716.8,0.2,-1.03
+29/06/2016,0,0,0,0,0,0,0,0,0,0,,,-2.27,-6.02,-3.75,22.6,20,23.6,24.25,-6912,-16647.552,-10306.656,-6512.8,-4716.8,0.2,-1.03
+30/06/2016,0,0,0,0,0,0,0,0,0,0,,,-2.27,-6.1,-3.76,23.65,19.65,23.8,24.3,-6912,-16647.552,-10306.656,-6512.8,-4716.8,0.2,-1.02
+01/07/2016,0,0,0,0,0,0,0,0,0,0,,,-2.26,-6.19,-3.76,23.65,20.3,23.45,24.75,-8736.768,-18272.736,-10874.304,-7757.258065,-5449.774194,0.17,-1.05
+02/07/2016,0,0,0,0,0,0,0,0,0,0,,,-2.33,-6.27,-3.76,24.05,18.7,23.8,24.55,-8736.768,-18272.736,-10874.304,-7757.258065,-5449.774194,0.17,-1.01
+03/07/2016,0,0,0,0,0,0,0,0,0,0,,,-2.33,-6.25,-3.77,23.5,18.75,23.25,24.65,-8299.9296,-17359.0992,-10330.5888,-7369.395161,-5177.285484,0.17,-1.04
+04/07/2016,0,0,0,0,0,0,0,0,0,0,,,-2.34,-6.25,-3.78,23.55,21.65,24.95,25.1,-8736.768,-18272.736,-10874.304,-7757.258065,-5449.774194,0.18,-1.03
+05/07/2016,0,0,0,0,0,0,0,0,0,0,,,-2.38,-6.29,-3.78,26.1,21.45,27,27.05,-8736.768,-18272.736,-10874.304,-7757.258065,-5449.774194,0.18,-1.04
+06/07/2016,0,0,0,0,0,0,0,0,0,0,-11.93,-5.6,-2.39,-6.3,-3.79,26.85,21.85,26.45,27.5,-8736.768,-18272.736,-10874.304,-7757.258065,-5449.774194,0.19,-1.03
+07/07/2016,0,0,0,0,0,0,0,0,0,0.2,,-5.64,-2.43,-6.44,-3.8,26.55,22.5,26.85,27.2,-8736.768,-18272.736,-10874.304,-7757.258065,-5449.774194,0.18,-1.04
+08/07/2016,0,0,0,0,0,0,0,0,0,0,,-5.66,-2.44,-6.44,-3.83,25.5,21.2,25.8,26.25,-8736.768,-18272.736,-10874.304,-7757.258065,-5449.774194,0.17,-1.04
+09/07/2016,0,0,0,0,0,0,0,0,0,0,,-5.65,-2.49,-6.48,-3.84,25.05,20.65,24.75,25.4,-8736.768,-18272.736,-10874.304,-7757.258065,-5449.774194,0.15,-1.04
+10/07/2016,0,0,0,0,0,0,0,0,0,0,,-5.65,-2.48,-6.48,-3.85,26.4,22.9,27.05,27.1,-8299.9296,-17359.0992,-10330.5888,-7369.395161,-5177.285484,0.14,-1.05
+11/07/2016,0,0,0,0,0,0,0,0,0,0,,-5.66,-2.47,-6.46,-3.86,26.6,23.55,27.25,27.3,-8736.768,-18272.736,-10874.304,-7757.258065,-5449.774194,0.14,-1.05
+12/07/2016,0,0,0,0,0,0,0,0,0,0,-12.02,-5.67,-2.52,-6.51,-3.86,25.95,21.95,25.8,26.5,-8736.768,-18272.736,-10874.304,-7757.258065,-5449.774194,0.14,-1.06
+13/07/2016,0,0,0.4,0,11.6,0.2,0.2,0.2,0,0.4,,-5.72,-2.48,-6.58,-3.85,24.05,17.1,24.25,25.45,-8736.768,-18272.736,-10874.304,-7757.258065,-5449.774194,0.15,-1.05
+14/07/2016,0,1,0,0,0,0,0.2,0.2,0,0,,-5.77,-2.47,-6.59,-3.87,21.55,15.7,21.2,22.25,-8736.768,-18272.736,-10874.304,-7757.258065,-5449.774194,0.14,-1.05
+15/07/2016,0,0,0,0,0,0,0,0.6,0,0,,-5.77,-2.46,-6.64,-3.88,21.25,15.4,21.35,21.85,-8736.768,-18272.736,-10874.304,-7757.258065,-5449.774194,0.13,-1.07
+16/07/2016,0,0,0,0,0,0,0,0,0,0,,-5.77,-2.48,-6.74,-3.89,21.55,16.05,21.35,21.45,-8736.768,-18272.736,-10874.304,-7757.258065,-5449.774194,0.13,-1.07
+17/07/2016,0,0,0,0,0,0,0,0,0,0,,-5.76,-2.5,-6.93,-3.9,21.25,17.3,20.75,21.3,-8299.9296,-17359.0992,-10330.5888,-7369.395161,-5177.285484,0.13,-1.05
+18/07/2016,0,0,0,0,0,0,0,0,0,0,,-5.75,-2.48,-7.02,-3.91,22.55,19.1,22,23.6,-8736.768,-18272.736,-10874.304,-7757.258065,-5449.774194,0.13,-1.05
+19/07/2016,0,0,0,0,0,0,0,0,0,0,,-5.76,-2.49,-7.16,-3.92,23.05,21.25,23.75,23.9,-8736.768,-18272.736,-10874.304,-7757.258065,-5449.774194,0.14,-1.06
+20/07/2016,0,0,0,0,0,0,0,0,0,0,,-5.77,-2.53,-7.3,-3.93,24.7,21.75,24.1,24.6,-8736.768,-18272.736,-10874.304,-7757.258065,-5449.774194,0.14,-1.06
+21/07/2016,0,0,0,0,0,0,0,0,0,0,,-5.78,-2.56,-7.19,-3.94,24.6,20.65,23.5,24.3,-8736.768,-18272.736,-10874.304,-7757.258065,-5449.774194,0.14,-1.07
+22/07/2016,0,0,0,0,0,0,0,0,1.4,0,-12.17,-5.79,-2.55,-7.28,-3.94,24.15,21.95,25.05,24.75,-8736.768,-18272.736,-10874.304,-7757.258065,-5449.774194,0.13,-1.07
+23/07/2016,0.4,0,1,0,0.4,0,0.2,0.4,0.2,0.4,,-5.77,-2.51,-7.34,-3.95,25.1,20.45,24.25,25.9,-8736.768,-18272.736,-10874.304,-7757.258065,-5449.774194,0.14,-1.07
+24/07/2016,0.2,0,0.2,0,1.2,0.4,1,0.6,6.6,0.4,,-5.76,-2.54,-7.33,-3.96,26.9,22.05,26.95,27.5,-8299.9296,-17359.0992,-10330.5888,-7369.395161,-5177.285484,0.14,-1.08
+25/07/2016,0,0,0,0,0,0,0,9.6,6.2,0,,-5.76,-2.54,-7.36,-3.97,26.2,20.4,24.85,26.5,-8736.768,-18272.736,-10874.304,-7757.258065,-5449.774194,0.13,-1.07
+26/07/2016,0.4,0,0,0,1.8,0.2,2.4,0.2,1.4,2.4,,-5.77,-2.54,-7.47,-3.98,26.15,22.5,25.65,26.55,-8736.768,-18272.736,-10874.304,-7757.258065,-5449.774194,0.14,-1.07
+27/07/2016,0.4,0,0,3.2,0.2,0,2.4,1.6,0,2.2,,-5.77,-2.58,-7.47,-3.98,26.25,22.25,27.1,26.8,-8736.768,-18272.736,-10874.304,-7757.258065,-5449.774194,0.14,-1.07
+28/07/2016,1.6,0,0,0,0,0,1,23.6,0,7.8,-12.15,-5.77,-2.62,-7.54,-3.99,25.9,20.95,25.9,26.75,-8736.768,-18272.736,-10874.304,-7757.258065,-5449.774194,0.14,-1.07
+29/07/2016,0,0,0,0,0,0,0.2,5.6,0,0,,-5.79,-2.62,-7.59,-3.99,24.85,20.7,24.85,25.35,-8736.768,-18272.736,-10874.304,-7757.258065,-5449.774194,0.14,-1.08
+30/07/2016,0,0,0,0,0,0,0,0,0,0,,-5.79,-2.67,-7.57,-4,24.85,20.3,24.15,24.75,-8736.768,-18272.736,-10874.304,-7757.258065,-5449.774194,0.13,-1.08
+31/07/2016,0,0,0,0,0,0,0,0,1,0,,-5.77,-2.64,-7.52,-4.01,25.7,20.9,25.2,26,-8299.9296,-17359.0992,-10330.5888,-7369.395161,-5177.285484,0.13,-1.08
+01/08/2016,0,0,0,0,0,0,0,0,9.2,0,,-5.78,-2.62,-7.48,-4.01,26.05,20,25.55,26.25,-7453.728,-17591.04,-10309.248,-7748.580645,-5267.870968,0.14,-1.05
+02/08/2016,0,0,0,0.4,19,20,2.4,4.6,0,14.4,,-5.76,-2.61,-7.4,-4.03,24.85,20.35,24.75,25.15,-7453.728,-17591.04,-10309.248,-7748.580645,-5267.870968,0.14,-1.05
+03/08/2016,2.8,0,0,0,3,0.2,7.2,0,0,1.6,,-5.76,-2.64,-7.41,-4.06,26.55,21.8,26.2,26.6,-7453.728,-17591.04,-10309.248,-7748.580645,-5267.870968,0.14,-1.06
+04/08/2016,0,0,0,0,0,0,0,0,1.2,0,,-5.77,-2.64,-7.51,-4.08,25.65,21.55,25.55,26,-7453.728,-17591.04,-10309.248,-7748.580645,-5267.870968,0.14,-1.06
+05/08/2016,0.4,2.4,12.4,1.6,0.8,0.8,0,0,0.2,0.6,,-5.77,-2.6,-7.46,-4.09,23.5,16.85,23.2,24,-7453.728,-17591.04,-10309.248,-7748.580645,-5267.870968,0.17,-1.06
+06/08/2016,8.8,2,0,11,6.4,5.2,1.2,1.4,0,4,,-5.76,-2.59,-7.38,-4.11,22.2,18.1,22.4,22.95,-7453.728,-17591.04,-10309.248,-7748.580645,-5267.870968,0.13,-1.07
+07/08/2016,0,0,0,0,0,0,0,0,0,0,,-5.75,-2.63,-7.32,-4.09,23.4,19.6,23.3,24.4,-7081.0416,-16711.488,-9793.7856,-7361.151613,-5004.477419,0.12,-1.08
+08/08/2016,0,0,0,0,0,0,0,0,0,0,,-5.74,-2.66,-7.29,-4.06,24.1,20.5,23.8,24.5,-7453.728,-17591.04,-10309.248,-7748.580645,-5267.870968,0.12,-1.08
+09/08/2016,0,0,0,0,0,0,0,0,0,0,-12.28,-5.75,-2.68,-7.35,-4.06,23.7,20.75,24.45,24.15,-7453.728,-17591.04,-10309.248,-7748.580645,-5267.870968,0.12,-1.07
+10/08/2016,0,0,0,0,0,0,0,0,0,0,,,-2.67,-7.27,-4.06,22.85,18,23,23.55,-7453.728,-17591.04,-10309.248,-7748.580645,-5267.870968,0.13,-1.08
+11/08/2016,0,0.4,0.8,1,0,0,0,0.2,0,0,,-5.76,-2.66,-7.25,-4.07,20.85,16.4,21.55,21.85,-7453.728,-17591.04,-10309.248,-7748.580645,-5267.870968,0.12,-1.08
+12/08/2016,0,0,0,0,0,0,0,0,0,0,,,-2.68,-7.23,-4.08,20.5,16.95,21.35,20.8,-7453.728,-17591.04,-10309.248,-7748.580645,-5267.870968,0.11,-1.09
+13/08/2016,0,0,0,0,0,0,0,0,0,0,,,-2.71,-7.22,-4.09,22.65,19.95,23.55,23.2,-7453.728,-17591.04,-10309.248,-7748.580645,-5267.870968,0.11,-1.09
+14/08/2016,0,0,0,0,0,0,0,0,0,0,,,-2.72,-7.14,-4.09,24.15,21.55,25.05,24.55,-7081.0416,-16711.488,-9793.7856,-7361.151613,-5004.477419,0.12,-1.08
+15/08/2016,0,0,0,0,0,0,0,0,0,0,,,-2.72,-7.11,-4.1,24.2,21.2,24,24.2,-7453.728,-17591.04,-10309.248,-7748.580645,-5267.870968,0.11,-1.09
+16/08/2016,0,0,0,0,0,0,0,0,0,0,,-5.76,-2.74,-7.07,-4.11,22.75,19.3,22.7,23.35,-7453.728,-17591.04,-10309.248,-7748.580645,-5267.870968,0.12,-1.07
+17/08/2016,0,0,0,0,0,0,0,0,0,0,,-5.76,-2.7,-7.07,-4.11,22.05,17.45,22.2,22.45,-7453.728,-17591.04,-10309.248,-7748.580645,-5267.870968,0.12,-1.08
+18/08/2016,0,0,0.8,0,0,0,0,0.2,0.6,0,-12.25,-5.76,-2.71,-7.11,-4.11,23.8,18.1,23.4,24,-7453.728,-17591.04,-10309.248,-7748.580645,-5267.870968,0.14,-1.08
+19/08/2016,6,3.2,5.8,8.2,11.6,5,5,2,0,5.4,,-5.76,-2.6,-7.22,-4.11,24.6,18.4,24.4,25.15,-7453.728,-17591.04,-10309.248,-7748.580645,-5267.870968,0.13,-1.07
+20/08/2016,0,0,0,0,0.2,0,0,0.2,0,0.2,,-5.77,-2.64,-7.17,-4.12,25.1,20.45,24.9,25.2,-7453.728,-17591.04,-10309.248,-7748.580645,-5267.870968,0.12,-1.08
+21/08/2016,0,0,0,0,0,0,0,0,0,0,,-5.77,-2.66,-7.15,-4.13,24.5,19.6,24.25,25.4,-7081.0416,-16711.488,-9793.7856,-7361.151613,-5004.477419,0.12,-1.07
+22/08/2016,0,0,0,0,0,0,0,0.2,0,0,,-5.77,-2.67,-7.16,-4.18,23.05,19.5,23.85,24.05,-7453.728,-17591.04,-10309.248,-7748.580645,-5267.870968,0.11,-1.09
+23/08/2016,0,0,0,0,0,0,0,0,0,0,,-5.78,-2.73,-7.24,-4.23,23.65,19.9,23.4,23.8,-7453.728,-17591.04,-10309.248,-7748.580645,-5267.870968,0.1,-1.09
+24/08/2016,0,0,0,0,0,0,0,0,0,0,,-5.78,-2.75,-7.34,-4.25,24.55,21.3,24.6,24.7,-7453.728,-17591.04,-10309.248,-7748.580645,-5267.870968,0.1,-1.1
+25/08/2016,0,0,0,0,0,0,0,0.2,0,0,,,-2.79,-7.38,-4.26,25.2,21.7,24.4,25.5,-7453.728,-17591.04,-10309.248,-7748.580645,-5267.870968,0.11,-1.09
+26/08/2016,0,0,0,0,0,0,0,0,0,0,,-5.78,-2.82,-7.51,-4.26,25.3,21.6,24.95,25.25,-7453.728,-17591.04,-10309.248,-7748.580645,-5267.870968,0.11,-1.08
+27/08/2016,0,0,0,0,0,0,0,0,0,0,,-5.78,-2.83,-7.58,-4.27,24.45,22.25,25.55,25.15,-7453.728,-17591.04,-10309.248,-7748.580645,-5267.870968,0.1,-1.09
+28/08/2016,0,0,0,0,0,0,0,0,0,0,,-5.77,-2.83,-7.62,-4.29,23.05,20.25,23.85,23.7,-7081.0416,-16711.488,-9793.7856,-7361.151613,-5004.477419,0.11,-1.08
+29/08/2016,0,0,0,0,0,0,0,0,0.6,0,-12.31,-5.76,-2.79,-7.67,-4.3,24,18.8,23.95,24.45,-7453.728,-17591.04,-10309.248,-7748.580645,-5267.870968,0.11,-1.07
+30/08/2016,0,0,0.2,0,0,0,0,0,2.2,0,,,-2.78,-7.69,-4.31,24.45,19.65,24.8,25,-7453.728,-17591.04,-10309.248,-7748.580645,-5267.870968,0.11,-1.08
+31/08/2016,0.2,0.2,0.6,3,0.8,0.2,0.6,3.2,0,1,,,-2.68,-7.63,-4.31,25,20.5,25.2,25.4,-7453.728,-17591.04,-10309.248,-7748.580645,-5267.870968,0.12,-1.07
+01/09/2016,0,1.2,0,0,0.4,0.2,10.8,4,0,3.2,,,-2.75,,,23.4,20.6,23.9,23.65,-7929.792,-17771.616,-11170.656,-6808.766667,-5342.5,0.11,-1.08
+02/09/2016,0,0,0,0,0,0,0,0,0,0,-12.4,,-2.8,,,24.6,22,25.1,24.45,-7929.792,-17771.616,-11170.656,-6808.766667,-5342.5,0.11,-1.1
+03/09/2016,0,0,0,0,0,0,0,0,0,0,-12.41,-5.8,-2.83,,,24.2,21.55,24.6,24.3,-7929.792,-17771.616,-11170.656,-6808.766667,-5342.5,0.12,-1.09
+04/09/2016,0,0,0,0,0,0,0,0,0,0,-12.41,,-2.78,,,24.05,19.3,23.85,24.6,-7533.3024,-16883.0352,-10612.1232,-6468.328333,-5075.375,0.12,-1.09
+05/09/2016,0,0,0,0,0,0,0,0,6.6,0,-12.38,,-2.77,,,26,20.2,24.75,25.95,-7929.792,-17771.616,-11170.656,-6808.766667,-5342.5,0.13,-1.08
+06/09/2016,0,0,0,0,0,0,0,0,0,0,-12.43,,-2.82,-7.87,-4.36,23.05,17.05,22.6,23.6,-7929.792,-17771.616,-11170.656,-6808.766667,-5342.5,0.14,-1.09
+07/09/2016,0.8,2.8,11.2,3.6,2,10,2.2,15,0,1.8,-12.43,,-2.73,-7.83,-4.37,22.25,16.5,20.65,21.2,-7929.792,-17771.616,-11170.656,-6808.766667,-5342.5,0.13,-1.09
+08/09/2016,0,0,0,0,0,0,0,1,0,0,-12.41,,-2.8,-7.81,-4.38,23.85,19.2,23.65,24.45,-7929.792,-17771.616,-11170.656,-6808.766667,-5342.5,0.13,-1.1
+09/09/2016,0,0,0,0,0,0,0,0,0,0,-12.43,,-2.84,-7.87,-4.38,23.25,20.8,24.75,24.25,-7929.792,-17771.616,-11170.656,-6808.766667,-5342.5,0.12,-1.11
+10/09/2016,0,0,0,0,0,0,0,0,0,0,-12.44,,-2.87,-7.97,-4.39,24.4,21.65,25.45,24.65,-7929.792,-17771.616,-11170.656,-6808.766667,-5342.5,0.14,-1.08
+11/09/2016,0,0,0,0,0,0,0,0,0,0,-12.46,,-2.86,-8.06,-4.39,24.65,21.7,25.05,24.85,-7533.3024,-16883.0352,-10612.1232,-6468.328333,-5075.375,0.12,-1.11
+12/09/2016,0,0,0,0,0,0,0,1.6,6,0,-12.48,,-2.87,-8.12,-4.41,24.2,20.9,26.05,24,-7929.792,-17771.616,-11170.656,-6808.766667,-5342.5,0.13,-1.1
+13/09/2016,0,0.6,0,0,0,0,0,0.2,0,0,-12.46,,-2.84,-8.19,-4.42,24.85,21.6,25.4,24.7,-7929.792,-17771.616,-11170.656,-6808.766667,-5342.5,0.13,-1.1
+14/09/2016,0,0,0,0,0,0,0,9,6,0,-12.46,,-2.84,-8.23,-4.42,23.05,20,23.6,23.25,-7929.792,-17771.616,-11170.656,-6808.766667,-5342.5,0.13,-1.09
+15/09/2016,0,0,0,0,0,0,0,1,60.4,0,-12.47,,-2.77,-8.21,-4.42,20.75,16.75,22.05,22.2,-7929.792,-17771.616,-11170.656,-6808.766667,-5342.5,0.14,-1.08
+16/09/2016,8.2,28.6,52.2,57.6,8.8,15,12.4,11.4,7.8,12.2,-12.44,,-2.51,-8.07,-4.4,18.8,14.45,18.25,18.4,-7929.792,-17771.616,-11170.656,-6808.766667,-5342.5,0.2,-1.01
+17/09/2016,56.8,48.8,57.2,44.4,70.2,69.2,68.4,44,3,71,-12.41,,-2.34,-7.98,-4.35,19.7,13,19.4,19.75,-7929.792,-17771.616,-11170.656,-6808.766667,-5342.5,0.21,-1.05
+18/09/2016,12,6.2,9.2,7,7,3,7,6.6,0,10.4,-12.4,,-2.39,-7.8,-4.38,17.9,13.25,18.5,17.95,-7533.3024,-16883.0352,-10612.1232,-6468.328333,-5075.375,0.18,-1.06
+19/09/2016,0,0.2,0,0.2,0,0.2,0.2,9,0,0,-12.41,,-2.45,-7.69,-4.39,18.45,14.4,18.95,18.7,-7929.792,-17771.616,-11170.656,-6808.766667,-5342.5,0.14,-1.03
+20/09/2016,0,0,0,0,0,0,0,0,0.4,0,-12.43,,-2.47,-7.66,-4.29,19.65,15.95,20.2,19.95,-7929.792,-17771.616,-11170.656,-6808.766667,-5342.5,0.16,-0.8
+21/09/2016,0,0,0,0,0,0,0,0,0,0,-12.44,,-2.48,-7.62,-4.26,20.3,15,20.55,20.5,-7929.792,-17771.616,-11170.656,-6808.766667,-5342.5,0.15,-0.82
+22/09/2016,0.2,2.8,7.6,8.2,1.8,0.4,2.4,1,0,3.8,-12.49,,-2.49,-7.6,-4.25,19.7,15.2,20.35,20,-7929.792,-17771.616,-11170.656,-6808.766667,-5342.5,0.14,-0.81
+23/09/2016,0,0,0,0,0,0,0,0,0,0,-12.52,,-2.53,-7.59,-4.29,18.95,15.8,20.1,19.6,-7929.792,-17771.616,-11170.656,-6808.766667,-5342.5,0.12,-0.94
+24/09/2016,0,0,0,0,0,0,0,0,0,0,-12.52,,-2.55,-7.62,-4.35,19.5,16.55,20.15,20.1,-7929.792,-17771.616,-11170.656,-6808.766667,-5342.5,0.12,-1.02
+25/09/2016,0,0,0,0,0,0,0,0,0,0,-12.49,,-2.52,-7.57,-4.39,19,15.9,20.25,19.1,-7533.3024,-16883.0352,-10612.1232,-6468.328333,-5075.375,0.12,-1.03
+26/09/2016,0,0,0,0,0,0,0,0,0,0,-12.48,,-2.53,-7.57,-4.41,19.3,16.8,20.45,19.35,-7929.792,-17771.616,-11170.656,-6808.766667,-5342.5,0.11,-1.05
+27/09/2016,0,0,0,0,0,0,0,0,0,0,-12.51,,-2.53,-7.56,-4.42,19.15,16.4,20.7,19.25,-7929.792,-17771.616,-11170.656,-6808.766667,-5342.5,0.11,-1.04
+28/09/2016,0,0,0,0,0,0,0,0,0,0,-12.54,,-2.56,-7.58,-4.43,19.25,15.7,20,19.35,-7929.792,-17771.616,-11170.656,-6808.766667,-5342.5,0.11,-1.03
+29/09/2016,0,0,0,0,0,0,0,0,0,0,-12.53,,-2.52,-7.59,-4.43,18.55,15.55,19.3,18.75,-7929.792,-17771.616,-11170.656,-6808.766667,-5342.5,0.1,-1.05
+30/09/2016,0,0,0,0,0,0,0,0,22.8,0,-12.49,,-2.54,-7.54,-4.45,18.1,14.2,18.9,17.95,-7929.792,-17771.616,-11170.656,-6808.766667,-5342.5,0.1,-1.06
+01/10/2016,0,0,0.2,0,0,0,0,0,1.4,0,-12.45,,-2.5,-7.52,-4.49,17.9,14.15,18.75,17.8,-7070.112,-17074.368,-11182.752,-4923.354839,-5170.16129,0.09,-1.08
+02/10/2016,23.6,25.4,41.2,25.8,29.4,24.4,27.4,12.2,2.4,24.2,-12.42,,-2.35,-7.44,-4.48,20.8,14.4,19.85,20.4,-6716.6064,-16220.6496,-10623.6144,-4677.187097,-4911.653226,0.12,-1.09
+03/10/2016,4.4,0.2,1.6,4,12.2,2.6,10.4,0.2,0,3.4,-12.45,,-2.4,-7.38,-4.5,19.5,14.35,20.55,20.75,-7070.112,-17074.368,-11182.752,-4923.354839,-5170.16129,0.09,-1.1
+04/10/2016,0,0,0,0.2,0,0,0,0,0.4,1,-12.46,,-2.41,-7.36,-4.52,16.95,14.45,18,17.65,-7070.112,-17074.368,-11182.752,-4923.354839,-5170.16129,0.07,-1.12
+05/10/2016,0,0,0,0,0,0,0,0,2.4,0,-12.44,,-2.43,-7.32,-4.54,15.95,12.95,16.95,16.1,-7070.112,-17074.368,-11182.752,-4923.354839,-5170.16129,0.08,-1.12
+06/10/2016,4.6,4.2,6,2.6,3.8,3.4,3.6,2,0,6,-12.41,,-2.42,-7.29,-4.55,15.2,10.25,15.6,15.9,-7070.112,-17074.368,-11182.752,-4923.354839,-5170.16129,0.09,-1.11
+07/10/2016,0,0,0.2,0,0,0,0,1.2,11.4,0,-12.41,,-2.44,-7.29,-4.56,15.25,10.55,16.1,16.2,-7070.112,-17074.368,-11182.752,-4923.354839,-5170.16129,0.08,-1.12
+08/10/2016,0,0.4,0.2,0.4,0.2,0,0,0,1.4,0,-12.43,,-2.43,-7.32,-4.55,12.75,11.05,13.7,13.85,-7070.112,-17074.368,-11182.752,-4923.354839,-5170.16129,0.08,-1.1
+09/10/2016,9.4,4.4,5.4,3.6,7.6,4.8,13.4,3,0,19.4,-12.44,,-2.4,-7.28,-4.49,13.85,9.7,13.95,13.85,-6716.6064,-16220.6496,-10623.6144,-4677.187097,-4911.653226,0.08,-1.12
+10/10/2016,1.6,0.2,0.2,0,1.4,1,1,3.4,0,0.8,-12.43,,-2.38,-7.25,-4.5,12.05,9.05,12.9,13.5,-7070.112,-17074.368,-11182.752,-4923.354839,-5170.16129,0.08,-1.12
+11/10/2016,0,0.6,0,0,0,1.2,0,1.4,0,0.2,-12.4,,-2.37,-7.26,-4.53,8.6,5,9.7,10.1,-7070.112,-17074.368,-11182.752,-4923.354839,-5170.16129,0.09,-1.11
+12/10/2016,0,0.2,1,1,0,0,0,1.8,16.6,0,-12.43,,-2.41,-7.27,-4.61,10.2,7.5,12.1,11.1,-7070.112,-17074.368,-11182.752,-4923.354839,-5170.16129,0.09,-1.12
+13/10/2016,0,0,0,0,0,0,0,0,72,0,-12.44,,-2.42,-7.24,-4.62,11.2,7,12.05,11.65,-7070.112,-17074.368,-11182.752,-4923.354839,-5170.16129,0.09,-1.12
+14/10/2016,19.2,9,30.6,18.2,70.2,19.8,32.8,28.4,1.6,16.6,-12.39,,-2.15,-7.12,-4.58,15.9,12.25,15.3,15.65,-7070.112,-17074.368,-11182.752,-4923.354839,-5170.16129,0.25,-1.03
+15/10/2016,53.6,57.4,60.4,50.6,70.2,65.2,57.4,28.4,0.2,49.8,-12.41,,-1.93,-7.11,-4.47,17.05,13.2,17.6,17,-7070.112,-17074.368,-11182.752,-4923.354839,-5170.16129,0.34,-1.01
+16/10/2016,0.2,0.2,1.2,0.2,0.2,0.4,1.2,0,0.2,1.4,-12.47,,-2.05,-7.09,-4.54,15.55,12.15,16.5,15.9,-6716.6064,-16220.6496,-10623.6144,-4677.187097,-4911.653226,0.18,-1.14
+17/10/2016,0,0,0,0,0,0,0,0,0.6,0,-12.48,,-2.11,-6.99,-4.58,15.6,12.8,16.35,16,-7070.112,-17074.368,-11182.752,-4923.354839,-5170.16129,0.16,-1.15
+18/10/2016,0.6,1.8,3,1.8,1,0.6,0.6,0.2,6.6,1.2,-12.47,,-2.14,-6.93,-4.6,16.45,11.7,17.5,17,-7070.112,-17074.368,-11182.752,-4923.354839,-5170.16129,0.11,-1.14
+19/10/2016,2.4,6.4,5.6,4.2,0.2,1.8,1,0,6.2,3.8,-12.45,,-2.16,-6.87,-4.61,14.85,11.4,14.15,14.75,-7070.112,-17074.368,-11182.752,-4923.354839,-5170.16129,0.13,-1.13
+20/10/2016,8.2,20.8,15.2,2.4,14.2,15.8,9.6,1.2,1,9.2,-12.41,,-2.16,-6.79,-4.61,13.8,9.65,13.15,13.55,-7070.112,-17074.368,-11182.752,-4923.354839,-5170.16129,0.13,-1.14
+21/10/2016,0.4,3,7.2,14.2,0.4,0.6,3.4,6,0.2,1.6,-12.42,,-2.2,-6.76,-4.62,13.75,9.7,14.5,14.05,-7070.112,-17074.368,-11182.752,-4923.354839,-5170.16129,0.11,-1.16
+22/10/2016,0,0,1,0.2,0.2,0,0,0,4.2,0.2,-12.45,,-2.23,-6.8,-4.63,12.7,10.3,14.15,12.9,-7070.112,-17074.368,-11182.752,-4923.354839,-5170.16129,0.1,-1.17
+23/10/2016,0,0,0,0,0,0,0,0,6.8,0,-12.47,,-2.24,-6.78,-4.64,13.25,10.55,13.05,12.9,-6716.6064,-16220.6496,-10623.6144,-4677.187097,-4911.653226,0.11,-1.16
+24/10/2016,13.8,1.4,1.6,0.6,6,1.2,9.4,3.4,0.6,6,-12.49,,-2.21,-6.72,-4.63,18.1,13.95,17.3,17.65,-7070.112,-17074.368,-11182.752,-4923.354839,-5170.16129,0.14,-1.15
+25/10/2016,0.4,0,0,0,0.2,0.2,0.4,2.8,19.2,0.4,-12.5,,-2.24,-6.72,-4.63,19.15,15.1,19.45,18.8,-7070.112,-17074.368,-11182.752,-4923.354839,-5170.16129,0.2,-1.17
+26/10/2016,1.6,0,0.2,0,0.4,0.8,0.8,1,1,1,-12.49,,-2.21,-6.7,-4.65,19.35,13.8,19.7,19.35,-7070.112,-17074.368,-11182.752,-4923.354839,-5170.16129,0.18,-1.13
+27/10/2016,22.8,16,5.8,48.8,42.6,62.6,27.6,29.2,0,27,-12.51,,-1.93,-6.75,-4.57,16.9,11.75,17.1,16.65,-7070.112,-17074.368,-11182.752,-4923.354839,-5170.16129,0.23,-1.11
+28/10/2016,0,0,0,0,0,0,0.2,0,0,0,-12.54,,-2,-6.79,-4.61,14,10.8,14.85,14.05,-7070.112,-17074.368,-11182.752,-4923.354839,-5170.16129,0.2,-1.17
+29/10/2016,0,0,0,0.2,0,0,0.2,0,0,0,-12.51,,-2.08,-6.76,-4.64,13.75,15.9,15.25,13.6,-7070.112,-17074.368,-11182.752,-4923.354839,-5170.16129,0.16,-1.17
+30/10/2016,0,0,0,0,0,0,0.2,0,0,0,-12.49,,-2.12,-6.72,-4.66,15,16.25,17.1,14.7,-6716.6064,-16220.6496,-10623.6144,-4677.187097,-4911.653226,0.13,-1.18
+31/10/2016,0,0,0,0,0,0,0,0,0,0,-12.5,,-2.17,-6.69,-4.67,13.6,13.1,15.5,14.25,-7070.112,-17074.368,-11182.752,-4923.354839,-5170.16129,0.11,-1.18
+01/11/2016,0,0,0,0,0,0,0.2,0,13.2,0,-12.49,,-2.17,-6.69,-4.69,13,11.15,14.3,13.3,-6487.776,-17160.768,-11479.104,-4740.4,-5395,0.12,-1.17
+02/11/2016,2.8,3,1.4,1,10.4,7.2,4.8,0,1.4,13,-12.43,-5.89,-2.1,-6.62,-4.67,15,11.3,14.55,15.45,-6487.776,-17160.768,-11479.104,-4740.4,-5395,0.18,-1.09
+03/11/2016,9.8,5.8,11.4,5.4,35.4,35.6,18.2,0.2,0,23.2,-12.43,,-2.11,-6.62,-4.6,14.5,10,15.1,14.65,-6487.776,-17160.768,-11479.104,-4740.4,-5395,0.2,-1.11
+04/11/2016,0,7.2,4.4,0.6,0,0,0.2,0,126.8,0,-12.46,,-2.13,-6.65,-4.63,13.05,9.7,14.1,13.4,-6487.776,-17160.768,-11479.104,-4740.4,-5395,0.19,-1.15
+05/11/2016,19,11.6,11,10.4,18,15.6,19,2.6,46,23.2,-12.38,,-1.63,-6.55,-4.47,14,11.15,13.85,14.1,-6487.776,-17160.768,-11479.104,-4740.4,-5395,0.51,-0.16
+06/11/2016,161.6,85,53.2,67,117.2,99.6,155.8,127,4.8,175.2,-12.3,-5.58,-0.92,-6.16,-3.02,16.1,9.55,15.15,15.5,-6163.3872,-16302.7296,-10905.1488,-4503.38,-5125.25,1.42,2.42
+07/11/2016,32.4,6,4.2,3.4,22.4,29,20.8,7.6,0.2,34,-12.35,-5.4,-1.04,-5.95,-2.91,11.65,6.45,11.85,12.15,-6487.776,-17160.768,-11479.104,-4740.4,-5395,0.82,0.55
+08/11/2016,1.4,0,0.2,0.2,0.2,0,3.2,0,10,0,-12.36,-5.38,-1.22,-5.83,-3.24,8.75,5.15,9.65,8.8,-6487.776,-17160.768,-11479.104,-4740.4,-5395,0.55,-0.44
+09/11/2016,0,0,1.4,7.2,0,0,0.2,0,0.2,0,-12.38,-5.6,-1.31,-5.78,-3.51,6.2,4.4,7.95,7.15,-6487.776,-17160.768,-11479.104,-4740.4,-5395,0.46,-0.85
+10/11/2016,8.8,24,21,15.2,12.2,15.4,11.2,0.2,0.6,13,-12.41,-5.58,-1.15,-5.72,-3.7,9.1,5.35,9.15,8.85,-6487.776,-17160.768,-11479.104,-4740.4,-5395,0.44,-0.99
+11/11/2016,0,0.8,1.8,1,0.2,0,0,0,2.4,0.2,-12.4,-5.38,-1.13,-5.67,-3.81,9.05,5.45,9.05,9.45,-6487.776,-17160.768,-11479.104,-4740.4,-5395,0.42,-1.02
+12/11/2016,0.2,12.8,7.2,7.6,2,5.4,1.4,6.8,0,2.2,-12.45,-5.36,-1.15,-5.63,-3.88,8.95,5.4,9.9,8.85,-6487.776,-17160.768,-11479.104,-4740.4,-5395,0.34,-1.04
+13/11/2016,0,0,0,0,0,0,0,0,0,0,-12.49,-5.35,-1.29,-5.66,-3.93,6.3,5.95,7.9,6.85,-6163.3872,-16302.7296,-10905.1488,-4503.38,-5125.25,0.32,-1.05
+14/11/2016,0,0,0,0,0,0,0,0,0,0,-12.51,-5.36,-1.39,-5.61,-3.97,9.25,5.5,9.95,10.2,-6487.776,-17160.768,-11479.104,-4740.4,-5395,0.3,-1.06
+15/11/2016,0,0,0,0,0,0,0,0.2,0,0,-12.54,-5.41,-1.49,-5.6,-4,6.7,4.5,8.2,7.85,-6487.776,-17160.768,-11479.104,-4740.4,-5395,0.28,-1.08
+16/11/2016,0.2,0,0,0.2,0,0,0.2,0.2,9.4,0,-12.51,-5.54,-1.57,-5.57,-4.02,6.3,5.8,7.8,6.4,-6487.776,-17160.768,-11479.104,-4740.4,-5395,0.29,-1.08
+17/11/2016,0,0,0,0,0,0,0,0,25.4,0,-12.48,-5.44,-1.59,-5.53,-4.03,9.85,8.6,9.85,9.35,-6487.776,-17160.768,-11479.104,-4740.4,-5395,0.29,-1.07
+18/11/2016,29.4,3,2.8,2.2,17.6,14.8,11.6,2.6,54.2,16.2,-12.45,-5.44,-1.57,-5.49,-3.99,14.05,11.05,12.9,13.45,-6487.776,-17160.768,-11479.104,-4740.4,-5395,0.33,-0.94
+19/11/2016,105.8,26.6,120.2,71,51,46,65.4,28.4,0,109.6,-12.4,-5.4,-0.3,-5.24,-3.2,13.45,10.55,13.1,13.95,-6487.776,-17160.768,-11479.104,-4740.4,-5395,1.24,1.97
+20/11/2016,12.4,1.2,8.8,5.4,8.4,20.4,8,0.4,0.6,13.4,-12.41,-5.23,-0.82,-5,-2.92,13.75,9.9,14.2,13.15,-6163.3872,-16302.7296,-10905.1488,-4503.38,-5125.25,0.85,0.65
+21/11/2016,1.6,0,0.2,0.2,0,0,0.2,0,0.6,2.4,-12.41,-5.27,-0.97,-4.92,-3.16,14.6,10.25,14.85,14.85,-6487.776,-17160.768,-11479.104,-4740.4,-5395,0.61,-0.17
+22/11/2016,5.8,0,0,0,2.2,1,0.4,0.2,0,3.6,-12.43,-5.21,-1.11,-4.87,-3.32,14.75,10.45,15,15.65,-6487.776,-17160.768,-11479.104,-4740.4,-5395,0.53,-0.44
+23/11/2016,0.4,0,0,0,1,2.8,1.6,0,6.8,1,-12.44,-5.21,-1.22,-4.87,-3.45,15.65,11.5,16.35,16.25,-6487.776,-17160.768,-11479.104,-4740.4,-5395,0.5,-0.6
+24/11/2016,2,0,0.4,0,0,0,0.2,0.2,12.4,0,-12.4,-5.23,-1.3,-4.85,-3.53,13,10,12.65,14.15,-6487.776,-17160.768,-11479.104,-4740.4,-5395,0.49,-0.67
+25/11/2016,37.2,21.8,22.4,11,27.2,21.4,24.2,5.4,0.2,38,-12.38,-5.23,-1.1,-4.82,-3.53,12.7,8.7,13.55,13.45,-6487.776,-17160.768,-11479.104,-4740.4,-5395,0.53,-0.43
+26/11/2016,0,0,0.4,0.4,0,0,0,0,0.2,0.2,-12.39,-5.2,-1.2,-4.86,-3.52,9.45,8.05,10.3,10.05,-6487.776,-17160.768,-11479.104,-4740.4,-5395,0.51,-0.5
+27/11/2016,0,0.2,0.2,0.2,0,0,0,0,0.4,0,-12.37,-5.19,-1.26,-4.9,-3.63,7.85,7.85,9.85,8.4,-6163.3872,-16302.7296,-10905.1488,-4503.38,-5125.25,0.43,-0.81
+28/11/2016,0,0,0.2,0.4,0,0,0,0,0,0.2,-12.37,-5.19,-1.33,-4.86,-3.72,10.15,5.1,8.55,9.45,-6487.776,-17160.768,-11479.104,-4740.4,-5395,0.43,-0.88
+29/11/2016,0,0.2,0,0,0,0,0,1,0,0,-12.48,-5.21,-1.42,-4.91,-3.79,4.25,-0.25,4.25,4.8,-6487.776,-17160.768,-11479.104,-4740.4,-5395,0.4,-0.9
+30/11/2016,0,0,0,0,0,0,0,0,0,0,-12.5,-5.22,-1.49,-4.96,-3.79,4,3.25,5.85,3.55,-6487.776,-17160.768,-11479.104,-4740.4,-5395,0.37,-0.91
+01/12/2016,0,0,0,0,0,0,0,0,0,0,-12.45,-5.23,-1.55,-4.94,-3.84,2.5,4.55,4.2,3.35,-6445.44,-17982.432,-11288.16,-4670.903226,-5399.580645,0.39,-0.92
+02/12/2016,0,0,0,0,0,0,0.2,0,0,0,-12.4,-5.25,-1.6,-4.91,-3.84,8.65,6.1,11.05,9.65,-6445.44,-17982.432,-11288.16,-4670.903226,-5399.580645,0.3,-0.89
+03/12/2016,0,0,0,0,0,0,0,0,0,0,-12.42,-5.29,-1.63,-4.94,-3.86,8.85,5.95,9.2,9.65,-6445.44,-17982.432,-11288.16,-4670.903226,-5399.580645,0.3,-0.91
+04/12/2016,0,0,0,0,0,0,0,0,0.8,0,-12.45,-5.32,-1.64,-4.98,-3.88,9.15,6.75,10.7,9.15,-6123.168,-17083.3104,-10723.752,-4437.358065,-5129.601613,0.32,-0.93
+05/12/2016,0.8,0.4,1.2,0.4,0.2,0.6,0.4,0,0,1.2,-12.46,-5.32,-1.67,-4.96,-3.9,9.95,7.4,10.6,9.5,-6445.44,-17982.432,-11288.16,-4670.903226,-5399.580645,0.3,-0.93
+06/12/2016,0.6,0,0,0.2,0.4,0,0.6,0.2,0,0.8,-12.46,-5.34,-1.73,-4.99,-3.91,9,8.6,10.8,8.6,-6445.44,-17982.432,-11288.16,-4670.903226,-5399.580645,0.29,-0.94
+07/12/2016,0,0.2,0,0,0,0,0,0,0,0,-12.49,-5.36,-1.74,-5.03,-3.93,8.3,8.7,10.4,8.05,-6445.44,-17982.432,-11288.16,-4670.903226,-5399.580645,0.29,-0.95
+08/12/2016,0.2,0,0,0,0,0,0,0,0,0,-12.51,-5.37,-1.76,-5.08,-3.95,6.4,9.6,8.55,6.25,-6445.44,-17982.432,-11288.16,-4670.903226,-5399.580645,0.26,-0.95
+09/12/2016,0,0,0,0.2,0,0,0.4,0,0,0,-12.49,-5.4,-1.79,-5.06,-3.95,5.95,6.35,8.05,6.3,-6445.44,-17982.432,-11288.16,-4670.903226,-5399.580645,0.27,-0.95
+10/12/2016,0.2,0,0,0,0,0,0.2,0,0,0.2,-12.45,-5.42,-1.85,-5.1,-3.96,7.3,7.65,8.1,7.25,-6445.44,-17982.432,-11288.16,-4670.903226,-5399.580645,0.28,-0.95
+11/12/2016,0,0,0,0,0,0,0,0,0,0,-12.39,-5.42,-1.83,-5.09,-3.97,10.7,7.5,11.85,11.65,-6123.168,-17083.3104,-10723.752,-4437.358065,-5129.601613,0.24,-0.96
+12/12/2016,0,0,0,0,0,0,0.2,0,0,0,-12.38,-5.41,-1.82,-5.08,-3.97,9.15,9.1,11.15,8.9,-6445.44,-17982.432,-11288.16,-4670.903226,-5399.580645,0.25,-0.97
+13/12/2016,0,0,0,0.2,0,0,0,0,0,0,-12.45,-5.46,-1.74,-5.15,-3.98,6.95,8.1,9.1,6.65,-6445.44,-17982.432,-11288.16,-4670.903226,-5399.580645,0.25,-0.96
+14/12/2016,0.2,0,0,0,0,0,0.2,0,0,0,-12.44,-5.72,-1.75,-5.21,-4,4.9,6.15,8.55,6.65,-6445.44,-17982.432,-11288.16,-4670.903226,-5399.580645,0.24,-0.95
+15/12/2016,0,0,2,0.2,0,0,0.2,0,0,0,-12.44,-5.78,-1.77,-5.22,-4.01,8.4,7.05,9.9,8.55,-6445.44,-17982.432,-11288.16,-4670.903226,-5399.580645,0.22,-0.96
+16/12/2016,0,0.2,0,0,0,0,0.2,0,0,0.2,-12.47,-5.8,-1.73,-5.24,-4.02,5.6,2.65,6.5,6,-6445.44,-17982.432,-11288.16,-4670.903226,-5399.580645,0.19,-0.96
+17/12/2016,0.2,0,0,0.2,0,0,0,0,0,0,-12.52,-5.83,-1.71,-5.3,-4.04,4.9,3.3,6.15,4.65,-6445.44,-17982.432,-11288.16,-4670.903226,-5399.580645,0.18,-0.96
+18/12/2016,0,0,0,0,0.2,0,0.2,0,0,0.2,-12.5,-5.85,-1.71,-5.3,-4.05,2.9,3.65,4.2,2.95,-6123.168,-17083.3104,-10723.752,-4437.358065,-5129.601613,0.17,-0.96
+19/12/2016,0.2,0,0,0.2,0,0,0,0,9,0,-12.46,-5.86,-1.78,-5.28,-4.05,4.65,2.65,6.2,5.5,-6445.44,-17982.432,-11288.16,-4670.903226,-5399.580645,0.18,-0.97
+20/12/2016,0.2,0,0.4,0,0,0,0.4,2.8,0,0.2,-12.44,-5.88,-1.88,-5.33,-4.05,10.85,4.7,10,10.25,-6445.44,-17982.432,-11288.16,-4670.903226,-5399.580645,0.19,-0.97
+21/12/2016,5.2,6,7,3.4,8,4.2,7.6,21.6,0,6.8,-12.48,-5.77,-1.87,-5.37,-4.05,10.95,7.55,12.55,11.25,-6445.44,-17982.432,-11288.16,-4670.903226,-5399.580645,0.18,-0.96
+22/12/2016,0,0,0,0.2,0,0.2,0,0,0,0.2,-12.51,-5.62,-1.84,-5.38,-4.06,7.95,9.25,9.35,7.75,-6445.44,-17982.432,-11288.16,-4670.903226,-5399.580645,0.19,-0.96
+23/12/2016,0.2,0,0,0,0,0,0.2,0,0,0,-12.52,-5.62,-1.82,-5.4,-4.04,6.1,11.05,8.1,6.4,-6445.44,-17982.432,-11288.16,-4670.903226,-5399.580645,0.16,-0.96
+24/12/2016,0,0.2,0,0.2,0,0,0.2,0,0,0,-12.51,-5.62,-1.83,-5.42,-4,4.35,7.75,6.1,4.65,-6445.44,-17982.432,-11288.16,-4670.903226,-5399.580645,0.17,-0.95
+25/12/2016,0.2,0.2,0,0.2,0,0,0.2,0,0,0,-12.5,-5.61,-1.87,-5.39,-4,7.95,9.65,8.3,7.25,-6123.168,-17083.3104,-10723.752,-4437.358065,-5129.601613,0.18,-0.96
+26/12/2016,0,0,0.2,0,0,0,0.4,0,0,0.2,-12.53,-5.59,-1.82,-5.29,-4.01,4.4,9.8,6.9,5.25,-6445.44,-17982.432,-11288.16,-4670.903226,-5399.580645,0.18,-0.95
+27/12/2016,0.2,0,0,0.2,0,0,0,0,0,0,-12.53,-5.61,-1.86,-5.28,-4.02,6.9,11.15,7.55,7.75,-6445.44,-17982.432,-11288.16,-4670.903226,-5399.580645,0.17,-0.96
+28/12/2016,0,0.2,0,0.2,0,0,0,0,0,0,-12.55,-5.64,-1.83,-5.34,-4.03,5.8,7.4,6.2,6.35,-6445.44,-17982.432,-11288.16,-4670.903226,-5399.580645,0.16,-0.96
+29/12/2016,0.2,0.2,0,0.2,0,0,0.2,0,0,0,-12.57,-5.74,-1.79,-5.39,-4.04,4.6,3.75,5.2,5.45,-6445.44,-17982.432,-11288.16,-4670.903226,-5399.580645,0.16,-0.96
+30/12/2016,0,0,0,0,0,0,0,0,0,0,-12.57,-5.86,-1.79,-5.44,-4.05,5,3.1,6.15,4.25,-6445.44,-17982.432,-11288.16,-4670.903226,-5399.580645,0.16,-0.95
+31/12/2016,0,0.2,0,0,0,0,0.2,0,0,0,-12.54,-5.88,-1.84,-5.53,-4.06,3.6,6.4,5.8,3.35,-6445.44,-17982.432,-11288.16,-4670.903226,-5399.580645,0.16,-0.96
+01/01/2017,0.2,0,0,0,0,0,0,0,12.6,0,-12.5,-5.9,-1.87,-5.52,-4.06,1.4,5.2,3.65,2.25,-6639.4512,-16986.456,-11724.3072,-5219.024194,-4749.325806,0.18,-0.96
+02/01/2017,0.4,2,3.6,2.2,0.6,1.4,1,0,12.8,1.2,-12.47,-5.79,-1.92,-5.41,-4.1,7.2,6,6.7,7.45,-6988.896,-17880.48,-12341.376,-5493.709677,-4999.290323,0.18,-0.94
+03/01/2017,31.8,12,26.6,20.4,33.2,20.6,29.6,2.8,0,42.4,-12.45,-5.7,-1.87,-5.39,-4.11,6,3.05,6.45,6.85,-6988.896,-17880.48,-12341.376,-5493.709677,-4999.290323,0.23,-0.92
+04/01/2017,0,0,0.2,0,0,0,0.2,0.2,0,0,-12.42,-5.7,-1.87,-5.43,-4.15,1.95,2.4,4.05,3,-6988.896,-17880.48,-12341.376,-5493.709677,-4999.290323,0.24,-0.95
+05/01/2017,0,0,0,0,0,0,0,0,0,0,-12.44,-5.7,-1.91,-5.46,-4.17,5.1,0.75,5.85,5.3,-6988.896,-17880.48,-12341.376,-5493.709677,-4999.290323,0.18,-0.96
+06/01/2017,0,0,0,0,0,0,0,0.2,0,0,-12.54,-5.71,-1.81,-5.49,-4.19,0.55,-3.05,0.65,1.4,-6988.896,-17880.48,-12341.376,-5493.709677,-4999.290323,0.17,-0.96
+07/01/2017,0,0,0,0,0,0,0,0,0,0,-12.55,-5.72,-1.79,-5.52,-4.21,-2,-4.7,-1.55,-1.15,-6988.896,-17880.48,-12341.376,-5493.709677,-4999.290323,0.18,-0.95
+08/01/2017,0,0,0,0,0,0,0,0,0,0,-12.51,-5.74,-1.9,-5.55,-4.22,0.65,-2.2,0.95,1.55,-6639.4512,-16986.456,-11724.3072,-5219.024194,-4749.325806,0.18,-0.96
+09/01/2017,0,0,0,0,0,0,0,0,0,0,-12.51,-5.78,-1.95,-5.58,-4.23,0.15,0.2,1.95,0.8,-6988.896,-17880.48,-12341.376,-5493.709677,-4999.290323,0.18,-0.96
+10/01/2017,0,0,0,0,0,0,0,0,0,0,-12.45,-5.78,-2,-5.53,-4.23,0.65,-2.4,1,1.9,-6988.896,-17880.48,-12341.376,-5493.709677,-4999.290323,0.18,-0.96
+11/01/2017,0,0,0,0,0,0,0,0,2.4,0.2,-12.51,-5.82,-1.99,-5.7,-4.23,0.7,-2.8,0.55,0.55,-6988.896,-17880.48,-12341.376,-5493.709677,-4999.290323,0.17,-0.96
+12/01/2017,0,0,0.6,0,0,0.4,0,0,41.4,0.2,-12.51,-5.84,-2.01,-5.75,-4.24,3.05,2.55,2.95,3.3,-6988.896,-17880.48,-12341.376,-5493.709677,-4999.290323,0.19,-0.95
+13/01/2017,57.2,11.4,14.6,16.8,59.2,44.8,60.4,0.4,0,82,-12.4,-5.79,-2.02,-5.6,-4.05,6.45,3.4,6.15,7.65,-6988.896,-17880.48,-12341.376,-5493.709677,-4999.290323,0.49,-0.3
+14/01/2017,1.2,0.8,0,2,3.2,1.2,1.8,0.8,0,1,-12.48,-5.72,-1.86,-5.67,-4,1.4,2.25,2.05,2.2,-6988.896,-17880.48,-12341.376,-5493.709677,-4999.290323,0.42,-0.83
+15/01/2017,0.2,0,0.8,0.2,0,0,0,0,0,0,-12.52,-5.71,-1.87,-5.64,-4.1,3.05,0.65,4.1,3.9,-6639.4512,-16986.456,-11724.3072,-5219.024194,-4749.325806,0.3,-0.92
+16/01/2017,0,0,0,0,0,0,0.2,4.8,0,0,-12.52,-5.71,-1.89,-5.57,-4.14,2.25,-2.15,2.55,2.85,-6988.896,-17880.48,-12341.376,-5493.709677,-4999.290323,0.28,-0.93
+17/01/2017,0,0,0,0,0,0,0,4.4,0,0,-12.55,-5.72,-1.93,-5.53,-4.17,3.8,-2.95,4.9,4.9,-6988.896,-17880.48,-12341.376,-5493.709677,-4999.290323,0.24,-0.94
+18/01/2017,0,0,0,0,0,0,0,4.6,0,0,-12.61,-5.73,-1.89,-5.54,-4.19,5.15,-1.05,3.75,5.3,-6988.896,-17880.48,-12341.376,-5493.709677,-4999.290323,0.24,-0.95
+19/01/2017,0,0,0,0,0,0,0,8.8,0,0,-12.66,-5.74,-1.86,-5.57,-4.21,3.8,-0.1,4.1,4.75,-6988.896,-17880.48,-12341.376,-5493.709677,-4999.290323,0.25,-0.95
+20/01/2017,0,0,0,0,0,0,0,0.8,0,0,-12.69,-5.75,-1.84,-5.6,-4.22,3.55,1.15,4.1,4.35,-6988.896,-17880.48,-12341.376,-5493.709677,-4999.290323,0.23,-0.96
+21/01/2017,0,0,0,0,0,0,0,0,0,0,-12.68,-5.75,-1.88,-5.67,-4.24,3.5,1,4.35,4.3,-6988.896,-17880.48,-12341.376,-5493.709677,-4999.290323,0.19,-0.95
+22/01/2017,0,0,0,0,0,0,0,0,0,0,-12.67,-5.76,-1.92,-5.67,-4.24,7.1,2.45,7.1,7,-6639.4512,-16986.456,-11724.3072,-5219.024194,-4749.325806,0.19,-0.96
+23/01/2017,0,0,0,0,0,0,0,0.2,0,0,-12.63,-5.76,-2,-5.61,-4.25,8.1,3.8,7.55,8.75,-6988.896,-17880.48,-12341.376,-5493.709677,-4999.290323,0.21,-0.96
+24/01/2017,0,0,0,0,0,0,0,0.6,0,0,-12.62,-5.79,-2.08,-5.58,-4.25,9.2,5.65,9.2,9.15,-6988.896,-17880.48,-12341.376,-5493.709677,-4999.290323,0.22,-0.96
+25/01/2017,0,0,0,0,0,0,0,0.4,0,0,-12.65,-5.79,-2.04,-5.59,-4.25,5.85,4.5,7.85,6.85,-6988.896,-17880.48,-12341.376,-5493.709677,-4999.290323,0.21,-0.96
+26/01/2017,0,0,0,0.2,0,0,0,0,0,0,-12.69,-5.8,-2,-5.62,-4.26,4.4,4.45,5.55,4.95,-6988.896,-17880.48,-12341.376,-5493.709677,-4999.290323,0.21,-0.96
+27/01/2017,0,0,0,0,0,0,0,0,0,0,-12.71,-5.81,-1.99,-5.61,-4.27,5.15,4.85,6.25,5.45,-6988.896,-17880.48,-12341.376,-5493.709677,-4999.290323,0.2,-0.96
+28/01/2017,0,0,0,0,0,0,0,0,0,0,-12.68,-5.8,-2.17,-5.62,-4.27,6.95,5.15,8.2,7.35,-6988.896,-17880.48,-12341.376,-5493.709677,-4999.290323,0.18,-0.96
+29/01/2017,0,0,0,0,0,0,0,0,3.6,0,-12.69,-5.81,-2.18,-5.64,-4.28,6.45,6.6,8.2,6.8,-6639.4512,-16986.456,-11724.3072,-5219.024194,-4749.325806,0.18,-0.97
+30/01/2017,0,0,0,0,0,0,0.2,0,17,0,-12.69,-5.82,-2.17,-5.6,-4.28,3.15,4.8,4.65,4.5,-6988.896,-17880.48,-12341.376,-5493.709677,-4999.290323,0.18,-0.96
+31/01/2017,9.2,17.8,28.2,13,12.8,18.8,8,0,16.6,15.4,-12.67,-5.8,-2.12,-5.57,-4.26,7.95,5.15,7.95,8.25,-6988.896,-17880.48,-12341.376,-5493.709677,-4999.290323,0.24,-0.87
+01/02/2017,33.6,23.2,19.8,5.8,50.6,60,29.4,1.2,8.6,46.8,-12.67,-5.78,-1.95,-5.52,-4.03,11,6.45,10.5,10.9,-5399.136,-17635.104,-11594.88,-4077.678571,-6515.035714,0.53,-0.43
+02/02/2017,3,0.4,0.2,0.6,10,10.6,10.2,0,27.6,4.8,-12.66,-5.96,-1.98,-5.44,-3.88,10.3,7.05,10.7,10.7,-5399.136,-17635.104,-11594.88,-4077.678571,-6515.035714,0.47,-0.7
+03/02/2017,20.4,3.8,4.8,3.4,7.2,5.6,9,2,27.4,22.4,-12.62,-6.09,-1.98,-5.38,-3.75,12.4,7.85,12.4,12.8,-5399.136,-17635.104,-11594.88,-4077.678571,-6515.035714,0.58,-0.21
+04/02/2017,46.8,22.4,15,13.2,20.4,20.6,23,11,41.2,28.8,-12.58,-6.06,-1.41,-5.43,-3.39,10.05,6.35,9.65,10.6,-5399.136,-17635.104,-11594.88,-4077.678571,-6515.035714,0.89,0.79
+05/02/2017,40,24.6,25,22.4,35.2,34.8,38.2,6.8,1,51.2,-12.54,-5.9,-1.03,-5.26,-2.9,10.7,5.95,9.7,10.75,-5129.1792,-16753.3488,-11015.136,-3873.794643,-6189.283929,1.09,1.42
+06/02/2017,40.2,33.6,50.2,38,37.2,35.6,42.4,10.6,0,63.4,-12.52,-5.72,-0.87,-4.99,-2.41,9.7,4.55,10.1,9.85,-5399.136,-17635.104,-11594.88,-4077.678571,-6515.035714,1.14,1.5
+07/02/2017,0,0.8,1.4,1.4,0.2,1.2,0.4,22.2,0,0.8,-12.6,-5.49,-1.03,-4.93,-2.58,9.4,5.15,9.7,10.35,-5399.136,-17635.104,-11594.88,-4077.678571,-6515.035714,0.77,0.43
+08/02/2017,0,0,0,0,0,0,0,0.8,0,0,-12.61,-5.44,-1.2,-4.89,-2.8,8.35,3.4,9.1,9.2,-5399.136,-17635.104,-11594.88,-4077.678571,-6515.035714,0.63,-0.05
+09/02/2017,0,0,0,0,0,0,0,0,0,0,-12.63,-5.44,-1.35,-4.9,-3,8.65,2.3,7.7,9.3,-5399.136,-17635.104,-11594.88,-4077.678571,-6515.035714,0.56,-0.33
+10/02/2017,0,0,0,0,0,0,0,0.4,0,0,-12.63,-5.45,-1.48,-4.89,-3.15,7.45,3.5,7.4,8.85,-5399.136,-17635.104,-11594.88,-4077.678571,-6515.035714,0.52,-0.47
+11/02/2017,0,0,0,0,0,0,0,0,0,0,-12.64,-5.48,-1.57,-4.87,-3.3,7.9,5.5,9.45,8.35,-5399.136,-17635.104,-11594.88,-4077.678571,-6515.035714,0.46,-0.74
+12/02/2017,0,0,0,0,0,0,0,0,0,0,-12.66,-5.49,-1.6,-4.84,-3.42,11.1,7.45,11.7,11.15,-5129.1792,-16753.3488,-11015.136,-3873.794643,-6189.283929,0.42,-0.81
+13/02/2017,0,0,0,0,0,0,0,0,0,0,-12.67,-5.53,-1.67,-4.77,-3.49,10.1,6.9,11.35,10.65,-5399.136,-17635.104,-11594.88,-4077.678571,-6515.035714,0.4,-0.83
+14/02/2017,0,0,0,0,0,0,0,0,0,0,-12.69,-5.53,-1.7,-4.82,-3.55,9.6,6.5,9.35,10.5,-5399.136,-17635.104,-11594.88,-4077.678571,-6515.035714,0.35,-0.85
+15/02/2017,0,0,0,0,0,0,0,0,0,0,-12.7,-5.47,-1.76,-4.9,-3.6,7.8,7,9.7,8.95,-5399.136,-17635.104,-11594.88,-4077.678571,-6515.035714,0.34,-0.86
+16/02/2017,0,0,0,0.2,0,0,0,0,4.2,0,-12.67,-5.43,-1.79,-4.86,-3.64,7.5,6.95,8.85,8.45,-5399.136,-17635.104,-11594.88,-4077.678571,-6515.035714,0.34,-0.86
+17/02/2017,0,2.2,3.4,0.8,0.2,3.6,0,0,0.2,0.4,-12.61,-5.41,-1.83,-4.81,-3.66,11.2,5.9,10.35,10.85,-5399.136,-17635.104,-11594.88,-4077.678571,-6515.035714,0.36,-0.86
+18/02/2017,3.8,26.4,27,17.2,4.4,7,3.6,0,0,7.8,-12.58,-5.37,-1.45,-4.81,-3.68,9,6.3,10.65,9.85,-5399.136,-17635.104,-11594.88,-4077.678571,-6515.035714,0.31,-0.88
+19/02/2017,0,0,0,0,0,0,0,0,0,0.2,-12.58,-5.36,-1.49,-4.81,-3.69,7.8,5.05,9.05,8,-5129.1792,-16753.3488,-11015.136,-3873.794643,-6189.283929,0.29,-0.88
+20/02/2017,0,0,0,0,0,0,0,0,0,0,-12.57,-5.38,-1.61,-4.76,-3.71,8,4.85,9.3,8.95,-5399.136,-17635.104,-11594.88,-4077.678571,-6515.035714,0.32,-0.88
+21/02/2017,0,0,0.2,0.2,0,0,0,0,0,0,-12.55,-5.39,-1.67,-4.72,-3.72,7.6,4.85,8.85,9.4,-5399.136,-17635.104,-11594.88,-4077.678571,-6515.035714,0.32,-0.88
+22/02/2017,0,0,0,0,0,0,0,0,0,0,-12.53,-5.41,-1.72,-4.69,-3.74,8.2,5.25,9.9,9.45,-5399.136,-17635.104,-11594.88,-4077.678571,-6515.035714,0.3,-0.89
+23/02/2017,0,0,0.6,0,0,0,0,0,16.8,0,-12.51,-5.42,-1.75,-4.68,-3.75,11,6.05,10.65,11.25,-5399.136,-17635.104,-11594.88,-4077.678571,-6515.035714,0.32,-0.89
+24/02/2017,2.4,7.8,11,6.8,6,6.8,3.4,0,0.2,4.8,-12.44,-5.41,-1.74,-4.63,-3.74,10.35,7.3,11.2,11.45,-5399.136,-17635.104,-11594.88,-4077.678571,-6515.035714,0.34,-0.88
+25/02/2017,10.6,11.4,25,29.6,13,7.2,18.8,13.4,0,22.6,-12.48,-5.43,-1.56,-4.69,-3.76,8.95,4.65,9.35,10.55,-5399.136,-17635.104,-11594.88,-4077.678571,-6515.035714,0.3,-0.9
+26/02/2017,0.2,0,0,0,0,0,0,0,0.8,0,-12.48,-5.44,-1.59,-4.72,-3.78,7.9,6,8.7,8.35,-5129.1792,-16753.3488,-11015.136,-3873.794643,-6189.283929,0.28,-0.9
+27/02/2017,0,0,0,0,0,0,0,0,14.6,0,-12.47,-5.45,-1.65,-4.65,-3.79,6.6,5.25,7.15,6.7,-5399.136,-17635.104,-11594.88,-4077.678571,-6515.035714,0.3,-0.9
+28/02/2017,1.2,1.6,1.8,0,1,0.8,1.6,0,4,2.2,-12.4,-5.45,-1.75,-4.58,-3.79,11.2,6.3,11.2,12.1,-5399.136,-17635.104,-11594.88,-4077.678571,-6515.035714,0.3,-0.9
+01/03/2017,36.2,1.4,1,4.2,19,6.6,25.8,46.6,7.2,16.2,-12.44,-5.45,-1.74,-4.59,-3.75,11.6,5.45,11,12.5,-5208.192,-17296.416,-10940.832,-5612.580645,-4668.677419,0.43,-0.71
+02/03/2017,6.6,4,9.2,4.4,6.8,7.8,3.8,0,0,8,-12.48,-5.44,-1.69,-4.73,-3.77,11.8,5.85,11.15,12.1,-5208.192,-17296.416,-10940.832,-5612.580645,-4668.677419,0.42,-0.88
+03/03/2017,1.6,0.4,0.4,0.4,1.4,0.6,1.8,0,32.4,3.8,-12.48,-5.43,-1.75,-4.75,-3.81,12.55,8.15,12.7,12.25,-5208.192,-17296.416,-10940.832,-5612.580645,-4668.677419,0.35,-0.9
+04/03/2017,0.8,0.2,1.2,0,0.4,0,0.2,0,14.4,1.4,-12.41,-5.43,-1.75,-4.78,-3.79,9.15,6.15,9.65,9.9,-5208.192,-17296.416,-10940.832,-5612.580645,-4668.677419,0.43,-0.76
+05/03/2017,50.2,26.6,39.2,27.2,40,36.4,47.4,5.6,33,73.2,-12.41,-5.4,-1.2,-4.7,-3.44,10.6,4.1,10,10.55,-4947.7824,-16431.5952,-10393.7904,-5331.951613,-4435.243548,0.75,0.34
+06/03/2017,9.2,12,9.2,10.8,11.6,31.4,10.4,0,0.2,15.8,-12.36,-5.33,-0.95,-4.58,-3.23,11.5,5.9,10.95,11.75,-5208.192,-17296.416,-10940.832,-5612.580645,-4668.677419,0.79,0.41
+07/03/2017,30.2,24.6,29.4,27.4,61.2,38.2,71.2,11.2,0,86.8,-12.36,-5.21,-0.94,-4.43,-2.73,11.25,7.95,12,12.55,-5208.192,-17296.416,-10940.832,-5612.580645,-4668.677419,0.94,0.89
+08/03/2017,0,0,0,0,0,0,0,0,0,0,-12.45,-5.13,-1.04,-4.47,-2.74,10.75,7.35,11.05,10.8,-5208.192,-17296.416,-10940.832,-5612.580645,-4668.677419,0.67,0.09
+09/03/2017,0,0,0,0,0,0,0,0,0,0,-12.44,-5.09,-1.16,-4.48,-2.86,9.6,9.5,11.45,10.4,-5208.192,-17296.416,-10940.832,-5612.580645,-4668.677419,0.58,-0.24
+10/03/2017,0,0,0,0,0,0,0,0,0,0,-12.41,-5.08,-1.32,-4.42,-3,11.25,11.4,12.4,13.35,-5208.192,-17296.416,-10940.832,-5612.580645,-4668.677419,0.52,-0.46
+11/03/2017,0,0,0,0,0,0,0,0,0,0,-12.43,-5.09,-1.41,-4.47,-3.08,11.85,7.9,10.3,12.15,-5208.192,-17296.416,-10940.832,-5612.580645,-4668.677419,0.5,-0.54
+12/03/2017,0,0,0,0,0,0,0,0,0,0,-12.39,-5.11,-1.47,-4.49,-3.19,9.05,8.15,10.55,10.5,-4947.7824,-16431.5952,-10393.7904,-5331.951613,-4435.243548,0.45,-0.73
+13/03/2017,0,0,0,0,0,0,0,0,0,0,-12.44,-5.15,-1.5,-4.49,-3.3,9.25,7.8,10.9,10.45,-5208.192,-17296.416,-10940.832,-5612.580645,-4668.677419,0.43,-0.84
+14/03/2017,0,0,0,0,0,0,0,0,0,0,-12.46,-5.18,-1.49,-4.5,-3.36,11.65,9.3,12.9,12.15,-5208.192,-17296.416,-10940.832,-5612.580645,-4668.677419,0.4,-0.84
+15/03/2017,0,0,0,0,0,0,0,0,0,0,-12.44,-5.21,-1.57,-4.46,-3.41,11.9,11.35,13.6,12.65,-5208.192,-17296.416,-10940.832,-5612.580645,-4668.677419,0.37,-0.88
+16/03/2017,0,0,0,0,0,0,0,0,0,0,-12.41,-5.24,-1.72,-4.43,-3.44,12.3,11.45,12.85,13.1,-5208.192,-17296.416,-10940.832,-5612.580645,-4668.677419,0.35,-0.88
+17/03/2017,0,0,0,0,0,0,0,0,0,0,-12.39,-5.27,-1.72,-4.51,-3.47,10,8.55,10.25,11.3,-5208.192,-17296.416,-10940.832,-5612.580645,-4668.677419,0.35,-0.88
+18/03/2017,0,0,0,0,0,0,0,0,0,0.4,-12.33,-5.29,-1.77,-4.53,-3.49,12.15,7.7,13.6,14.25,-5208.192,-17296.416,-10940.832,-5612.580645,-4668.677419,0.34,-0.88
+19/03/2017,0,0,0,0,0,0,0,0,0,0.2,-12.33,-5.32,-1.77,-4.55,-3.51,12.95,8.95,13.15,13.85,-4947.7824,-16431.5952,-10393.7904,-5331.951613,-4435.243548,0.33,-0.9
+20/03/2017,0,0,0.2,0,0,0,0,0,0,0,-12.32,-5.36,-1.8,-4.56,-3.52,13,8.8,13.5,14.2,-5208.192,-17296.416,-10940.832,-5612.580645,-4668.677419,0.31,-0.9
+21/03/2017,0,0,0,0,0,0,0,0,0,0,-12.3,-5.38,-1.81,-4.59,-3.53,13.5,9.75,12.85,13.85,-5208.192,-17296.416,-10940.832,-5612.580645,-4668.677419,0.32,-0.9
+22/03/2017,0,0,0,0,0.4,2.6,0,0,7.8,0.2,-12.31,-5.38,-1.83,,-3.54,15.2,8.3,14.85,15.35,-5208.192,-17296.416,-10940.832,-5612.580645,-4668.677419,0.31,-0.9
+23/03/2017,5.2,1.6,1.6,0.4,1,1.4,3,0.6,0,5.6,-12.33,-5.4,-1.85,,-3.56,14.7,8.75,14.75,15.35,-5208.192,-17296.416,-10940.832,-5612.580645,-4668.677419,0.31,-0.9
+24/03/2017,2.4,0.6,0.4,0,4.4,2.4,3.2,3.2,3.6,1.2,-12.35,-5.42,-1.87,,-3.58,16.45,11.8,16.35,17.35,-5208.192,-17296.416,-10940.832,-5612.580645,-4668.677419,0.29,-0.91
+25/03/2017,0,0,0,0,0,0,0,0,0,0,-12.33,-5.43,-1.92,,-3.59,15.35,10.2,16.8,16.35,-5208.192,-17296.416,-10940.832,-5612.580645,-4668.677419,0.28,-0.91
+26/03/2017,0.6,1.4,2.4,2.2,3,2.2,1.6,3.4,0.2,2.4,-12.32,-5.44,-1.9,-4.76,-3.59,11.95,6.3,11.5,12.3,-4947.7824,-16431.5952,-10393.7904,-5331.951613,-4435.243548,0.27,-0.91
+27/03/2017,0,2.4,0.6,0.2,0,0,0,4.8,0,0.2,-12.34,-5.46,-1.91,-4.75,-3.58,11.1,6.9,11,12.3,-5208.192,-17296.416,-10940.832,-5612.580645,-4668.677419,0.29,-0.88
+28/03/2017,0,0,0,0,0,0,0,0,0,0,-12.34,-5.47,-1.97,-4.85,-3.6,10.15,8.05,12.15,11.3,-5208.192,-17296.416,-10940.832,-5612.580645,-4668.677419,0.27,-0.92
+29/03/2017,0,0,0,0,0,0,0,0,0,0,-12.34,-5.48,-1.95,-4.85,-3.61,12.35,12.2,13.25,13.6,-5208.192,-17296.416,-10940.832,-5612.580645,-4668.677419,0.28,-0.93
+30/03/2017,0,0,0,0.2,0,0,0,0,0,0,-12.34,-5.49,-1.99,-4.86,-3.62,16,14.9,14.4,15.65,-5208.192,-17296.416,-10940.832,-5612.580645,-4668.677419,0.27,-0.94
+31/03/2017,0,0,0,0,0,0,0,0,0,0,-12.31,-5.51,-1.99,-4.86,-3.63,15.15,13.45,14.5,15.7,-5208.192,-17296.416,-10940.832,-5612.580645,-4668.677419,0.26,-0.94
+01/04/2017,0,0,0,0.2,0,0,0,0,0,0,-12.26,-5.52,,-4.9,-3.63,14.6,12.05,13.55,15,-4331.232,-16836.768,-10196.064,-5824.066667,-4915.3,0.24,-0.93
+02/04/2017,0,0.6,0.2,0,0.2,0.8,0,0,0,0.8,-12.24,-5.53,,-4.89,-3.63,13.75,10,14.45,14.65,-4114.6704,-15994.9296,-9686.2608,-5532.863333,-4669.535,0.25,-0.93
+03/04/2017,0,1,4.4,3.2,0,4,0,0,0,0,-12.25,-5.55,,-4.84,-3.65,16.55,12.9,15,16.95,-4331.232,-16836.768,-10196.064,-5824.066667,-4915.3,0.24,-0.96
+04/04/2017,0,0,0,0,0,0,0,0,0.2,0,-12.25,-5.56,,-4.88,-3.67,14.55,14.25,15.8,16.2,-4331.232,-16836.768,-10196.064,-5824.066667,-4915.3,0.21,-0.98
+05/04/2017,1.2,0,0,0,0,0,0,1,3.4,0,-12.25,-5.58,,-4.9,-3.69,14.1,12.45,15.65,15.9,-4331.232,-16836.768,-10196.064,-5824.066667,-4915.3,0.21,-0.97
+06/04/2017,0.2,0,0,0,12.2,0,1.8,0,0,0.2,-12.26,-5.6,-2.08,-4.87,-3.7,12.1,10.15,13.95,13.55,-4331.232,-16836.768,-10196.064,-5824.066667,-4915.3,0.21,-0.97
+07/04/2017,2.6,0.2,0.2,0.2,0.6,0.4,1,0,0,1.6,-12.28,-5.6,-2.06,-4.85,-3.71,13.25,10.8,14.8,14.4,-4331.232,-16836.768,-10196.064,-5824.066667,-4915.3,0.19,-0.98
+08/04/2017,0,0,0,0,0,0,0,0,0,0,-12.3,-5.62,-2.13,-5.03,-3.73,13.7,12.95,14.95,15.2,-4331.232,-16836.768,-10196.064,-5824.066667,-4915.3,0.19,-0.99
+09/04/2017,0,0,0,0.2,0,0,0,0,0,0,-12.32,-5.63,-2.16,-5.05,-3.73,14.95,14.25,15.5,15.55,-4114.6704,-15994.9296,-9686.2608,-5532.863333,-4669.535,0.18,-0.98
+10/04/2017,0,0,0,0,0,0,0,1.6,0,0,-12.3,-5.65,-2.1,-4.98,-3.74,15.3,13.2,14.75,16,-4331.232,-16836.768,-10196.064,-5824.066667,-4915.3,0.17,-0.98
+11/04/2017,0,0,0,0,0,0,0,0.4,0,0,-12.27,-5.65,-2.12,-4.89,-3.75,15.15,11.55,16.4,17,-4331.232,-16836.768,-10196.064,-5824.066667,-4915.3,0.17,-0.99
+12/04/2017,0,0,0,0,0,0,0,1.2,0,0,-12.27,-5.65,-2.14,-4.83,-3.76,15.7,13.55,16.75,16.75,-4331.232,-16836.768,-10196.064,-5824.066667,-4915.3,0.17,-0.99
+13/04/2017,0,0,0,0,0,0,0,0,0,0,-12.24,-5.67,-2.17,-4.79,-3.77,15,10.75,15.25,16.85,-4331.232,-16836.768,-10196.064,-5824.066667,-4915.3,0.16,-0.99
+14/04/2017,0,0,0,0,0,0,0,0,1.2,0,-12.25,-5.68,-2.16,-4.82,-3.77,14.95,11.5,15.95,16.35,-4331.232,-16836.768,-10196.064,-5824.066667,-4915.3,0.17,-0.99
+15/04/2017,0,1.2,1,0,0,0,0,0,0.2,0,-12.25,-5.68,-2.17,-4.86,-3.78,14.55,9.45,13.95,15.4,-4331.232,-16836.768,-10196.064,-5824.066667,-4915.3,0.16,-0.99
+16/04/2017,3.2,0.6,0.4,0.2,0.8,1.4,1.8,5,0.2,0.8,-12.24,-5.69,-2.14,-4.82,-3.79,15.85,11.35,15.85,16.05,-4114.6704,-15994.9296,-9686.2608,-5532.863333,-4669.535,0.14,-1
+17/04/2017,0,0,0,0,0,0,0,1.8,1,0,-12.24,-5.68,-2.17,-4.76,-3.8,15.25,10.65,15.25,16.5,-4331.232,-16836.768,-10196.064,-5824.066667,-4915.3,0.14,-1
+18/04/2017,0,0,0,0,0,0,0,0,0,0,-12.23,-5.7,-2.16,-4.75,-3.8,12.45,7.6,12,14.35,-4331.232,-16836.768,-10196.064,-5824.066667,-4915.3,0.15,-0.98
+19/04/2017,1.6,1.8,4.6,4.4,10,12,7.2,11.8,0,6.6,-12.28,-5.72,-2.18,-4.77,-3.82,8,5.05,8.4,9.9,-4331.232,-16836.768,-10196.064,-5824.066667,-4915.3,0.15,-0.99
+20/04/2017,0,0,0,0,0,0,0,0,0,0,-12.32,-5.72,-2.19,-4.85,-3.81,8.55,5,9.8,9.4,-4331.232,-16836.768,-10196.064,-5824.066667,-4915.3,0.15,-0.98
+21/04/2017,0,0,0,0,0,0,0,0,0.2,0,-12.34,-5.73,-2.21,-4.92,-3.82,9,5.8,10.25,10.15,-4331.232,-16836.768,-10196.064,-5824.066667,-4915.3,0.14,-0.99
+22/04/2017,0,0,0,0,0,0,0,0,0,0,-12.31,-5.73,-2.24,-4.9,-3.86,9.95,6.55,11.25,11.2,-4331.232,-16836.768,-10196.064,-5824.066667,-4915.3,0.14,-0.99
+23/04/2017,0,0,0,0,0,0,0,0,0,0,-12.28,-5.73,-2.25,-4.92,-3.88,13.55,8.85,13.3,14.7,-4114.6704,-15994.9296,-9686.2608,-5532.863333,-4669.535,0.14,-0.99
+24/04/2017,0,0,0,0,0,0,0,0,0,0,-12.28,-5.75,-2.24,-4.89,-3.89,12.85,9.1,12.8,14.05,-4331.232,-16836.768,-10196.064,-5824.066667,-4915.3,0.15,-1
+25/04/2017,0,0,0,0,0,0,0,0,27.6,0,-12.25,-5.76,-2.22,-4.8,-3.9,15.7,9.3,15.5,16.2,-4331.232,-16836.768,-10196.064,-5824.066667,-4915.3,0.14,-0.99
+26/04/2017,4.4,1,0.6,0.2,2.4,1.2,4,0,13,2.4,-12.21,-5.76,-2.18,-4.72,-3.9,15.7,9.45,15.3,15.8,-4331.232,-16836.768,-10196.064,-5824.066667,-4915.3,0.16,-0.98
+27/04/2017,32.8,7,5,4,21.2,13.4,23,4.2,1.8,41.8,-12.2,-5.75,-2.19,-4.68,-3.9,14.95,9,15,15.05,-4331.232,-16836.768,-10196.064,-5824.066667,-4915.3,0.36,-0.97
+28/04/2017,10.2,7.6,15.2,11.6,7.6,5.6,7.6,1.6,0,9.4,-12.21,-5.72,-2.17,-4.68,-3.92,10.95,5.8,11.35,12.15,-4331.232,-16836.768,-10196.064,-5824.066667,-4915.3,0.31,-1
+29/04/2017,3.4,0,0,0,0,0,0.4,0.4,0,4.6,-12.25,-5.7,-2.27,-4.74,-3.94,11.75,8.75,12.5,12.5,-4331.232,-16836.768,-10196.064,-5824.066667,-4915.3,0.28,-1
+30/04/2017,0,0,0,0,0,0,0,0,3.4,0,-12.25,-5.7,-2.24,-4.8,-3.95,13.55,9.15,14.1,13.45,-4114.6704,-15994.9296,-9686.2608,-5532.863333,-4669.535,0.21,-1.01
+01/05/2017,0,0,0,0,0,0,0,0,0.2,0,-12.24,-5.7,-2.23,-4.73,-3.95,12.45,8.45,12.3,13.3,-4663.008,-16893.792,-10311.84,-6012,-5109.516129,0.21,-1
+02/05/2017,3.2,2.2,4.4,3.6,4.8,3.4,4.4,0,11.6,4,-12.28,-5.66,-2.21,,-3.97,13.45,8.7,13.25,13.3,-4663.008,-16893.792,-10311.84,-6012,-5109.516129,0.17,-1
+03/05/2017,15.4,1.4,1,0.8,8.4,1.8,6.8,0.2,3.8,17,-12.27,-5.64,-2.25,,-3.97,15,9.55,15.15,15.3,-4663.008,-16893.792,-10311.84,-6012,-5109.516129,0.2,-1
+04/05/2017,4,6,10.2,8.2,3.4,3.4,5.8,0.4,0,5.2,-12.25,-5.66,-2.23,,-3.97,15.35,9.05,14.6,15.05,-4663.008,-16893.792,-10311.84,-6012,-5109.516129,0.25,-1
+05/05/2017,2.2,1.4,4.4,2.4,1.8,2.2,1.6,0.6,35,4.4,-12.25,-5.74,-2.28,,-3.98,16.45,10.4,15.8,16.45,-4663.008,-16893.792,-10311.84,-6012,-5109.516129,0.27,-1.01
+06/05/2017,0,0.2,0.4,0,0.2,0.6,0.2,0,4.2,0.6,-12.22,-5.72,-2.23,,-3.98,13.9,10.85,14.9,14.45,-4663.008,-16893.792,-10311.84,-6012,-5109.516129,0.32,-0.99
+07/05/2017,43.8,17.2,25.6,19.2,30.8,19.2,43.2,23,0.2,36.6,-12.21,-5.69,-2.16,,-3.85,14.45,9.1,15,15.55,-4429.8576,-16049.1024,-9796.248,-5711.4,-4854.040323,0.49,-0.58
+08/05/2017,4,0,0.2,1.4,6.2,3.4,7.6,5.8,0.8,3.4,-12.2,-5.67,-2.16,,-3.8,16,12.55,16.4,17,-4663.008,-16893.792,-10311.84,-6012,-5109.516129,0.47,-0.7
+09/05/2017,0,0,0,0,0,0,0.2,6.6,0,0,-12.19,-5.7,-2.18,,-3.89,15.7,11.95,16.8,16.9,-4663.008,-16893.792,-10311.84,-6012,-5109.516129,0.42,-0.89
+10/05/2017,0,0,0,0,0,0,0,0,0,0,-12.21,-5.64,-2.24,,-3.96,15.65,12.6,16.55,16.8,-4663.008,-16893.792,-10311.84,-6012,-5109.516129,0.37,-1
+11/05/2017,0,0,0,0,0,0,0,0,0.8,0,-12.18,-5.64,-2.23,,-3.98,17.3,12.75,17.55,18.25,-4663.008,-16893.792,-10311.84,-6012,-5109.516129,0.29,-1.01
+12/05/2017,0,0,0,0,0,0,0,0,0,0,-12.2,-5.66,-2.3,,-4.01,18.65,13.7,19.2,19.95,-4663.008,-16893.792,-10311.84,-6012,-5109.516129,0.26,-1.01
+13/05/2017,2.2,0.4,0.2,0,1.6,2.6,2.6,1,0,3.8,-12.26,-5.67,-2.29,,-4.03,18.4,12.15,17.95,19.35,-4663.008,-16893.792,-10311.84,-6012,-5109.516129,0.23,-1.01
+14/05/2017,0,0,0.2,0,0,0,0,0,0,0,-12.31,-5.68,-2.32,-4.95,-4.04,17.05,11.75,17.05,17.85,-4429.8576,-16049.1024,-9796.248,-5711.4,-4854.040323,0.25,-1.01
+15/05/2017,0,0,0,0,0,0,0,0.2,0,0,-12.32,-5.71,-2.27,-4.94,-4.05,18.3,14.85,18.95,19.8,-4663.008,-16893.792,-10311.84,-6012,-5109.516129,0.18,-1.01
+16/05/2017,0,0,0,0,0,0,0,0,0,0,-12.33,-5.72,-2.35,-5.01,-4.06,19.3,16.6,21.2,20.65,-4663.008,-16893.792,-10311.84,-6012,-5109.516129,0.17,-1.02
+17/05/2017,0,0,0,0,0,0,0,0,0,0,-12.3,-5.74,-2.38,-5.06,-4.06,19.6,17.8,21.55,21.65,-4663.008,-16893.792,-10311.84,-6012,-5109.516129,0.18,-1.02
+18/05/2017,0,0,0,0,0,0,0,0,1.4,0,-12.27,-5.72,-2.38,-5.07,-4.07,20.75,16.95,21.2,21.65,-4663.008,-16893.792,-10311.84,-6012,-5109.516129,0.19,-1.02
+19/05/2017,0,0,0,0,0,0,0,0,9,0,-12.27,-5.76,-2.39,-5.07,-4.07,19.25,13.65,19.5,20.6,-4663.008,-16893.792,-10311.84,-6012,-5109.516129,0.21,-1.01
+20/05/2017,6.6,0,2.4,0.4,0,0,0.4,3,0,2.6,-12.28,-5.75,-2.38,-5.16,-4.07,17.4,10.75,17.25,18.8,-4663.008,-16893.792,-10311.84,-6012,-5109.516129,0.24,-1
+21/05/2017,2.4,0.8,3.8,14.8,9.4,11.2,6.6,3.4,0,13.2,-12.3,-5.75,-2.34,-5.17,-4.09,18.5,14.65,19.2,19.55,-4429.8576,-16049.1024,-9796.248,-5711.4,-4854.040323,0.18,-1.02
+22/05/2017,0,0,0,0,0,0,0,0,0,0,-12.28,-5.78,-2.37,-5.19,-4.1,19.25,15.95,20.1,20.05,-4663.008,-16893.792,-10311.84,-6012,-5109.516129,0.18,-1.02
+23/05/2017,0,0,0,0,0,0,0,0,0,0,-12.29,-5.79,-2.45,-5.24,-4.12,18.95,16.9,19.35,19.95,-4663.008,-16893.792,-10311.84,-6012,-5109.516129,0.16,-1.02
+24/05/2017,0,0,0,0,0,0,0,0,0,0,-12.29,-5.81,-2.43,-5.29,-4.12,18.7,17.3,19.05,19.6,-4663.008,-16893.792,-10311.84,-6012,-5109.516129,0.15,-1.01
+25/05/2017,0,0,0,0,0,0,0,0,0,0,-12.28,-5.82,-2.47,-5.27,-4.13,20.35,17.65,21.05,22.55,-4663.008,-16893.792,-10311.84,-6012,-5109.516129,0.15,-1.01
+26/05/2017,0,0,0,0,0,0,0,0,0,0,-12.31,-5.83,-2.5,-5.39,-4.13,21,16.55,21.15,22.9,-4663.008,-16893.792,-10311.84,-6012,-5109.516129,0.14,-1.02
+27/05/2017,0,0,0,0,0,0,0,0,0,0,-12.33,-5.83,-2.55,-5.5,-4.14,20.35,17.8,22.1,21.95,-4663.008,-16893.792,-10311.84,-6012,-5109.516129,0.13,-1.03
+28/05/2017,0,0,0,0,0,0,0,0,0,0,-12.35,-5.83,-2.59,-5.57,-4.15,21.55,19.45,23.5,22.9,-4429.8576,-16049.1024,-9796.248,-5711.4,-4854.040323,0.13,-1.03
+29/05/2017,0,0,0,0,0,0,0,0,0,0,-12.33,-5.88,-2.59,-5.58,-4.15,22.2,19.15,23.15,23,-4663.008,-16893.792,-10311.84,-6012,-5109.516129,0.14,-1.01
+30/05/2017,0,0,0,0,0,0,0,0,0,0,-12.34,-5.94,-2.6,-5.67,-4.15,21.8,17.9,21.4,22.4,-4663.008,-16893.792,-10311.84,-6012,-5109.516129,0.13,-1.01
+31/05/2017,0,0,0,0,0,0,0,0,0,0,-12.37,-5.93,-2.65,-5.87,-4.15,21.05,18,21.25,22.1,-4663.008,-16893.792,-10311.84,-6012,-5109.516129,0.13,-1.02
+01/06/2017,0,0,0,0,0,0,0,0,0,0,-12.38,-5.91,-2.66,-6.01,-4.16,20.9,17.5,20.75,21.8,-6734.016,-17708.544,-11400.48,-5084,-7956.8,0.13,-1.02
+02/06/2017,0,0,0,0,0,0,0,0,0,0,-12.37,-5.88,-2.68,-6.05,-4.17,19.75,17.45,19.55,20.85,-6734.016,-17708.544,-11400.48,-5084,-7956.8,0.13,-1.02
+03/06/2017,0,0,0,0,0,0,0,0,9.2,0,-12.36,-5.89,-2.67,-6.05,-4.17,21.1,18.45,20.8,22.15,-6734.016,-17708.544,-11400.48,-5084,-7956.8,0.13,-1.01
+04/06/2017,0.2,0,0,0,0,0,0,0,0.4,1.2,-12.35,-5.87,-2.68,-6.03,-4.17,20.35,17,20.75,21.85,-6397.3152,-16823.1168,-10830.456,-4829.8,-7558.96,0.14,-1
+05/06/2017,12.8,0,0,0,5.4,3.6,5.8,0.2,0.2,7.6,-12.35,-5.89,-2.66,-6.08,-4.18,21.35,17.25,0,21.7,-6734.016,-17708.544,-11400.48,-5084,-7956.8,0.14,-1.01
+06/06/2017,1.8,0,0,0,0,0,0,0,0.2,0.2,-12.34,-5.9,-2.67,-6.13,-4.19,21.05,15.35,0,22.65,-6734.016,-17708.544,-11400.48,-5084,-7956.8,0.14,-1.02
+07/06/2017,4.6,0.4,0.4,0,3.8,0.4,0.8,0,0.2,1.2,-12.38,-5.9,-2.69,-6.17,-4.2,19.4,14.05,0,20.3,-6734.016,-17708.544,-11400.48,-5084,-7956.8,0.12,-1.02
+08/06/2017,0,0,0,0,0,0,0,0,0,0,-12.42,-5.9,-2.71,-6.26,-4.2,20.4,16.9,0,21.5,-6734.016,-17708.544,-11400.48,-5084,-7956.8,0.12,-1.02
+09/06/2017,0,0,0,0,0,0,0,0,0,0,-12.41,-5.92,-2.77,-6.34,-4.21,21.5,18.55,0,22.6,-6734.016,-17708.544,-11400.48,-5084,-7956.8,0.11,-1.03
+10/06/2017,0,0,0,0,0,0,0,0,0,0,-12.43,-5.89,-2.77,-6.41,-4.21,22.35,19.2,0,23.3,-6734.016,-17708.544,-11400.48,-5084,-7956.8,0.12,-1.02
+11/06/2017,0,0,0,0,0,0,0,0,0,0,-12.44,-5.88,-2.78,-6.42,-4.22,23.8,22.4,0,25.25,-6397.3152,-16823.1168,-10830.456,-4829.8,-7558.96,0.11,-1.03
+12/06/2017,0,0,0,0,0,0,0,0,0,0,-12.44,-6.09,-2.75,-6.45,-4.22,24.55,21,0,25.5,-6734.016,-17708.544,-11400.48,-5084,-7956.8,0.12,-1.01
+13/06/2017,0,0,0,0,0,0,0,0,0,0,-12.45,-6.28,-2.77,-6.62,-4.22,24.45,20.25,0,24.7,-6734.016,-17708.544,-11400.48,-5084,-7956.8,0.13,-0.99
+14/06/2017,0,0,0,0,0,0,0,0,1.6,0,-12.46,-6.13,-2.8,-6.61,-4.22,25.5,20.4,0,25.25,-6734.016,-17708.544,-11400.48,-5084,-7956.8,0.13,-1
+15/06/2017,0,0,0,0,0.6,0,6,0,0,0.4,-12.48,-6.16,-2.8,-6.61,-4.23,25.05,19.55,0,25.35,-6734.016,-17708.544,-11400.48,-5084,-7956.8,0.13,-1
+16/06/2017,0.2,0,0,0,0,0.2,0,20,0,1.8,-12.48,-6.18,-2.81,-6.68,-4.23,26.05,21.75,0,26.45,-6734.016,-17708.544,-11400.48,-5084,-7956.8,0.13,-1
+17/06/2017,0.4,0,0,0,0,0,0,0,0,0,-12.49,-6.19,-2.81,-6.68,-4.23,26.65,23.2,0,27.85,-6734.016,-17708.544,-11400.48,-5084,-7956.8,0.12,-1.02
+18/06/2017,0,0,0,0,0,0,0,0,0,0,-12.55,-6.19,-2.83,-6.69,-4.24,24.8,19.75,0,25.75,-6397.3152,-16823.1168,-10830.456,-4829.8,-7558.96,0.11,-1.02
+19/06/2017,0,0,0,0,0,0,0,0,0,0,-12.57,-6.21,-2.79,-6.7,-4.24,25.35,19.85,0,25.55,-6734.016,-17708.544,-11400.48,-5084,-7956.8,0.11,-1.02
+20/06/2017,0,0,0,0,0,0,0,0,0,0,-12.58,-6.22,-2.8,-6.79,-4.24,23.8,20.25,0,25,-6734.016,-17708.544,-11400.48,-5084,-7956.8,0.12,-1.02
+21/06/2017,0,0,0,0,0,0,0,0,0,0,-12.58,-6.24,-2.82,-6.82,-4.25,23.6,19.85,0,24.2,-6734.016,-17708.544,-11400.48,-5084,-7956.8,0.12,-1.02
+22/06/2017,0,0,0,0,0,0,0,0,0,0,-12.6,-6.24,-2.84,-6.87,-4.24,24.35,20.45,0,24.8,-6734.016,-17708.544,-11400.48,-5084,-7956.8,0.12,-1
+23/06/2017,0,0,0,0,0,0,0,0,0,0,-12.61,-6.25,-2.83,-6.93,-4.25,24.7,19.6,0,25.35,-6734.016,-17708.544,-11400.48,-5084,-7956.8,0.12,-1
+24/06/2017,0,0,0.8,0,0,0,0,0,0.8,0,-12.61,-6.26,-2.83,-6.91,-4.25,25.4,20.3,0,26.25,-6734.016,-17708.544,-11400.48,-5084,-7956.8,0.13,-1
+25/06/2017,0,0,1,0,0.8,0.2,0.4,0.2,0,0.6,-12.6,-6.24,-2.78,-6.85,-4.25,24.95,18.55,0,26,-6397.3152,-16823.1168,-10830.456,-4829.8,-7558.96,0.14,-1
+26/06/2017,0,0,0,0,0,0,0,0,0.2,0,-12.6,-6.24,-2.76,-6.8,-4.26,25.85,20.4,0,26.15,-6734.016,-17708.544,-11400.48,-5084,-7956.8,0.13,-1.01
+27/06/2017,0,0,2,0.6,0,0,0,0,23.8,0.2,-12.57,-6.25,-2.74,-6.83,-4.27,26.35,20.65,0,27.05,-6734.016,-17708.544,-11400.48,-5084,-7956.8,0.13,-1.01
+28/06/2017,0,0,0,0,0,0,1.6,1.4,4.2,0,-12.54,-6.25,-2.71,-6.77,-4.27,23.3,17.6,0,23.15,-6734.016,-17708.544,-11400.48,-5084,-7956.8,0.16,-1.01
+29/06/2017,24.8,21.2,30.8,28.6,27.4,50.6,25.2,21.8,0.6,8.6,-12.56,-6.22,-2.62,-6.71,-4.27,23.2,16,0,23.6,-6734.016,-17708.544,-11400.48,-5084,-7956.8,0.14,-1.03
+30/06/2017,0,0,0,0,0,0,0.2,0,0,0,-12.6,-6.19,-2.65,-6.71,-4.29,20.15,13.7,0,20.6,-6734.016,-17708.544,-11400.48,-5084,-7956.8,0.12,-1.02
+01/07/2017,0,0,0.6,0.6,0.4,1.6,0.4,0.2,0,0.6,-12.62,-6.18,-2.7,-6.68,-4.3,19.95,14.45,0,20.75,-6899.904,-17801.856,-10907.136,-4053.032258,-9179.16129,0.11,-1.04
+02/07/2017,0,0,0.2,0,0,0,0,0,0,0,-12.62,-6.16,-2.74,-6.68,-4.31,20.65,15.75,0,20.8,-6554.9088,-16911.7632,-10361.7792,-3850.380645,-8720.203226,0.12,-1.01
+03/07/2017,0,0,0,0,0,0,0,0,0,0,-12.65,-6.16,-2.77,-6.71,-4.33,22.8,19.3,0,23.25,-6899.904,-17801.856,-10907.136,-4053.032258,-9179.16129,0.12,-1.01
+04/07/2017,0,0,0,0,0,0,0,0,0,0,-12.66,-6.17,-2.83,-6.74,-4.34,23.3,20.3,0,23.6,-6899.904,-17801.856,-10907.136,-4053.032258,-9179.16129,0.11,-1.03
+05/07/2017,0,0,0,0,0,0,0,0,0,0,-12.66,-6.18,-2.85,-6.82,-4.35,24.35,21.65,0,24.6,-6899.904,-17801.856,-10907.136,-4053.032258,-9179.16129,0.1,-1.03
+06/07/2017,0,0,0,0,0,0,0,0,0,0,-12.67,-6.2,-2.87,-6.83,-4.35,23.75,21.7,0,24.2,-6899.904,-17801.856,-10907.136,-4053.032258,-9179.16129,0.11,-1.03
+07/07/2017,0,0,0,0,0,0,0,0,0,0,-12.68,-6.2,-2.92,-6.94,-4.36,24.05,22.15,0,25,-6899.904,-17801.856,-10907.136,-4053.032258,-9179.16129,0.1,-1.03
+08/07/2017,0,0,0,0,0,0,0,0,0,0,-12.67,-6.21,-2.97,-7.08,-4.35,25.05,22.45,0,25.9,-6899.904,-17801.856,-10907.136,-4053.032258,-9179.16129,0.1,-1.02
+09/07/2017,0,0,0,0,0,0,0,0,0,0,-12.67,-6.19,-2.92,-6.98,-4.35,26.25,22.7,0,27,-6554.9088,-16911.7632,-10361.7792,-3850.380645,-8720.203226,0.11,-1.01
+10/07/2017,0,0,0,0,0,0,0,0,0,0,-12.67,-6.18,-2.9,-6.92,-4.36,24.6,19.25,0,25.2,-6899.904,-17801.856,-10907.136,-4053.032258,-9179.16129,0.11,-1.03
+11/07/2017,0,0,0,0,0,0,0,0,0,0,-12.7,-6.18,-2.93,-6.97,-4.37,25.35,19.95,0,26,-6899.904,-17801.856,-10907.136,-4053.032258,-9179.16129,0.12,-1.04
+12/07/2017,0,0,0,0,0,0,0,0,0,0,-12.7,-6.18,-2.92,-7.03,-4.38,25.6,20.1,0,25.5,-6899.904,-17801.856,-10907.136,-4053.032258,-9179.16129,0.1,-1.03
+13/07/2017,0,0,0,0,0,0,0,0,3.4,0,-12.69,-6.23,-2.95,-7.02,-4.38,26.8,20.95,0,28,-6899.904,-17801.856,-10907.136,-4053.032258,-9179.16129,0.11,-1.02
+14/07/2017,0.4,0,0,0,0,0,0.6,0.2,0,0,-12.69,-6.21,-2.9,-6.99,-4.34,25.65,21.8,0,26.45,-6899.904,-17801.856,-10907.136,-4053.032258,-9179.16129,0.13,-1.02
+15/07/2017,13.4,3,0,19.2,22,24.8,34.6,0,0,14,-12.72,-6.19,-2.85,-6.95,-4.35,25.15,20.7,0,25.95,-6899.904,-17801.856,-10907.136,-4053.032258,-9179.16129,0.11,-1.04
+16/07/2017,0,0,0,0,0,0,0,0,0,0,-12.77,-6.18,-2.9,-6.96,-4.38,23.35,18.9,0,25.05,-6554.9088,-16911.7632,-10361.7792,-3850.380645,-8720.203226,0.09,-1.05
+17/07/2017,0,0,0,0,0,0,0,0,0,0,-12.78,-6.18,-2.92,-6.92,-4.4,24.1,19.55,0,23.65,-6899.904,-17801.856,-10907.136,-4053.032258,-9179.16129,0.09,-1.05
+18/07/2017,0,0,0,0,0,0,0,0,0,0,-12.78,-6.19,-2.96,-6.91,-4.41,23.8,21.3,0,24.65,-6899.904,-17801.856,-10907.136,-4053.032258,-9179.16129,0.09,-1.07
+19/07/2017,0,0,0,0,0,0,0,0,0,0,-12.79,-6.2,-2.96,-6.98,-4.41,23.7,20.65,0,24.5,-6899.904,-17801.856,-10907.136,-4053.032258,-9179.16129,0.1,-1.04
+20/07/2017,0,0,0,0,0,0,0,0,0,0,-12.78,-6.2,-2.99,-7.07,-4.41,23.85,21.55,0,24.55,-6899.904,-17801.856,-10907.136,-4053.032258,-9179.16129,0.13,-1.04
+21/07/2017,0,0,0,0,0,0,0,0,0,0,-12.78,-6.21,-3.03,-7.16,-4.41,24.9,21.4,0,25.15,-6899.904,-17801.856,-10907.136,-4053.032258,-9179.16129,0.11,-1.04
+22/07/2017,0,1.4,0,0,0,0,0,0,0,0,-12.81,-6.21,-3.07,-7.24,-4.41,26.65,20.25,0,26.55,-6899.904,-17801.856,-10907.136,-4053.032258,-9179.16129,0.1,-1.04
+23/07/2017,0,0,0,0,0,0,0,0,2.2,0,-12.83,-6.21,-3.06,-7.28,-4.42,25.35,20.35,0,26.1,-6554.9088,-16911.7632,-10361.7792,-3850.380645,-8720.203226,0.1,-1.02
+24/07/2017,14.8,0.2,0,0,0.4,0.2,1.2,0,0,0.2,-12.77,-6.2,-3.02,-7.22,-4.42,25.35,18.3,0,25.7,-6899.904,-17801.856,-10907.136,-4053.032258,-9179.16129,0.1,-1.03
+25/07/2017,2.8,0,0,0,7.4,2,3.4,0.4,4.2,5.2,-12.76,-6.21,-3,-7.31,-4.42,23.7,19.8,0,25.4,-6899.904,-17801.856,-10907.136,-4053.032258,-9179.16129,0.1,-1.03
+26/07/2017,0,0,0,1.4,2.2,0,0,1,0,0.6,-12.79,-6.21,-3.05,-7.32,-4.43,22.7,18.6,0,23.3,-6899.904,-17801.856,-10907.136,-4053.032258,-9179.16129,0.09,-1.03
+27/07/2017,0,0,0,0,5.4,0,4,0,0,0,-12.82,-6.21,-3.06,-7.32,-4.44,23.25,19.4,0,24,-6899.904,-17801.856,-10907.136,-4053.032258,-9179.16129,0.1,-1.04
+28/07/2017,0,0,0,0,0,0,0,0,0,0,-12.85,-6.21,-3.07,-7.35,-4.44,23.95,20.05,0,25.1,-6899.904,-17801.856,-10907.136,-4053.032258,-9179.16129,0.1,-1.04
+29/07/2017,0,0,0,0,0,0,0,0,0,0,-12.89,-6.21,-3.08,-7.43,-4.44,25.45,21.55,0,25.65,-6899.904,-17801.856,-10907.136,-4053.032258,-9179.16129,0.1,-1.03
+30/07/2017,0,0,0,0,0.6,7.8,1,0,0,1.4,-12.88,-6.2,-3.06,-7.51,-4.44,26.1,22.45,0,25.75,-6554.9088,-16911.7632,-10361.7792,-3850.380645,-8720.203226,0.1,-1.04
+31/07/2017,0,0,0,0,0,0,0,0,0,0,-12.89,-6.19,-3.04,-7.51,-4.44,28.2,25.6,0,27.95,-6899.904,-17801.856,-10907.136,-4053.032258,-9179.16129,0.1,-1.04
+01/08/2017,0,0,0,0,0,0,0,0,0,0,-12.91,-6.24,-3.12,-7.54,-4.45,29.3,27.8,0,29.25,-8498.304,-17559.936,-10241.856,-6786.16129,-7433.16129,0.09,-1.03
+02/08/2017,0,0,0,0,0,0,0,0,0,0,-12.92,-6.24,-3.12,-7.59,-4.46,28.6,27.85,0,29.05,-8498.304,-17559.936,-10241.856,-6786.16129,-7433.16129,0.09,-1.04
+03/08/2017,0,0,0,0,0,0,0,0,0,0,-12.92,-6.25,-3.16,-7.76,-4.47,28.95,28.1,0,29.15,-8498.304,-17559.936,-10241.856,-6786.16129,-7433.16129,0.09,-1.03
+04/08/2017,0,0,0,0,0,0,0,0,0,0,-12.91,-6.28,-3.18,-7.81,-4.47,29.15,27.3,0,28.75,-8498.304,-17559.936,-10241.856,-6786.16129,-7433.16129,0.08,-1.06
+05/08/2017,0,0,0,0,0,0,0,0,0,0,-12.91,-6.28,-3.23,-7.89,-4.47,28.1,27.65,0,28.1,-8498.304,-17559.936,-10241.856,-6786.16129,-7433.16129,0.08,-1.03
+06/08/2017,0,0,0,0,0,0,0,0,0,0,-12.93,-6.27,-3.21,-7.86,-4.46,26.7,24.5,0,27.1,-8073.3888,-16681.9392,-9729.7632,-6446.853226,-7061.503226,0.1,-1.02
+07/08/2017,0,0,0,0,0,0,0,0,0,0,-12.94,-6.27,-3.2,-7.82,-4.43,28.35,25.15,0,28.45,-8498.304,-17559.936,-10241.856,-6786.16129,-7433.16129,0.08,-1.02
+08/08/2017,0,0,0,0,0,0,0,0,0,0,-12.95,-6.24,-3.22,-7.92,-4.42,27.2,24.55,0,27.6,-8498.304,-17559.936,-10241.856,-6786.16129,-7433.16129,0.09,-1.03
+09/08/2017,0,0,0,0,0,0,0,0,4,0,-12.95,-6.11,-3.25,-8.01,-4.42,27.2,23.15,0,27.85,-8498.304,-17559.936,-10241.856,-6786.16129,-7433.16129,0.09,-1.01
+10/08/2017,0,0.2,0,0,0,0,0.4,0.8,0,0,-12.95,-6.08,-3.18,-7.98,-4.43,25.4,19.2,0,25.5,-8498.304,-17559.936,-10241.856,-6786.16129,-7433.16129,0.09,-1.01
+11/08/2017,1,0.8,1,1.2,1.2,2,3,9.6,1.6,1.8,-12.95,-6.03,-3.18,-7.95,-4.43,23.2,15.8,0,22.75,-8498.304,-17559.936,-10241.856,-6786.16129,-7433.16129,0.08,-1.01
+12/08/2017,13,9.8,1.8,9.4,10,25.2,7,2,0,3.4,-12.95,-6,-3.11,-7.92,-4.44,21.1,15.5,0,21.1,-8498.304,-17559.936,-10241.856,-6786.16129,-7433.16129,0.1,-1.01
+13/08/2017,0,0,0,0,0,0,0,0,0,0,-12.97,-5.97,-3.09,-7.9,-4.44,22.95,19.6,0,22.6,-8073.3888,-16681.9392,-9729.7632,-6446.853226,-7061.503226,0.09,-1.01
+14/08/2017,0,0,0,0,0,0,0,0,0,0,-12.97,-5.94,-3.07,-7.81,-4.45,24.15,22.5,0,24.8,-8498.304,-17559.936,-10241.856,-6786.16129,-7433.16129,0.08,-1.03
+15/08/2017,0,0,0,0,0,0,0,0,0,0,-12.97,-5.94,-3.14,-7.74,-4.46,24.95,23.4,0,24.9,-8498.304,-17559.936,-10241.856,-6786.16129,-7433.16129,0.08,-1.05
+16/08/2017,0,0,0,0,0,0,0,0,0,0,-12.95,-5.93,-3.15,-7.68,-4.47,23.7,23.25,0,24.25,-8498.304,-17559.936,-10241.856,-6786.16129,-7433.16129,0.08,-1.03
+17/08/2017,0,0,0,0,0,0,0,0,0,0,-12.94,-5.94,-3.2,-7.69,-4.47,26.2,25.05,0,27,-8498.304,-17559.936,-10241.856,-6786.16129,-7433.16129,0.08,-1.04
+18/08/2017,0,0,0,0,0,0,0,0,0,0,-12.93,-5.96,-3.25,-7.72,-4.48,27.25,25.5,0,27.8,-8498.304,-17559.936,-10241.856,-6786.16129,-7433.16129,0.08,-1.04
+19/08/2017,0,0,0,0,0,0,0,0,0,0,-12.92,-5.96,-3.25,-7.74,-4.48,25.55,21.15,0,25.9,-8498.304,-17559.936,-10241.856,-6786.16129,-7433.16129,0.09,-1.03
+20/08/2017,0,1.6,0.4,0,0,0,0,0.8,0,0,-12.93,-5.96,-3.25,-7.7,-4.49,24.3,20.55,0,24.95,-8073.3888,-16681.9392,-9729.7632,-6446.853226,-7061.503226,0.08,-1.04
+21/08/2017,0,0,0,0,0,0,0,0,0,0,-12.94,-5.96,-3.23,-7.73,-4.52,22.2,19.95,0,23.4,-8498.304,-17559.936,-10241.856,-6786.16129,-7433.16129,0.08,-1.03
+22/08/2017,0,0,0,0,0,0,0,0,0,0,-12.94,-5.97,-3.28,-7.9,-4.56,22.35,19.5,0,23.3,-8498.304,-17559.936,-10241.856,-6786.16129,-7433.16129,0.08,-1.04
+23/08/2017,0,0,0,0,0,0,0,0,0,0,-12.94,-5.97,-3.26,-8.02,-4.58,22.75,20.75,0,23.1,-8498.304,-17559.936,-10241.856,-6786.16129,-7433.16129,0.08,-1.04
+24/08/2017,0,0,0,0,0,0,0,0,0,0,-12.96,-5.98,-3.28,-8.18,-4.6,23.25,21.6,0,23.7,-8498.304,-17559.936,-10241.856,-6786.16129,-7433.16129,0.07,-1.06
+25/08/2017,0,0,0,0,0,0,0,0,0,0,-12.96,-5.99,-3.29,-8.26,-4.61,24.4,22.45,0,24.6,-8498.304,-17559.936,-10241.856,-6786.16129,-7433.16129,0.08,-1.06
+26/08/2017,0,0,0,0,0,0,0,0,0,0,-12.96,-5.99,-3.35,-8.37,-4.62,25.4,24.05,0,25.15,-8498.304,-17559.936,-10241.856,-6786.16129,-7433.16129,0.07,-1.06
+27/08/2017,0,0,0,0,0,0,0,0,0,0,-12.95,-5.99,-3.33,-8.44,-4.63,25,24.9,0,24.85,-8073.3888,-16681.9392,-9729.7632,-6446.853226,-7061.503226,0.07,-1.06
+28/08/2017,0,0,0,0,0,0,0,0,0,0,-12.94,-5.99,-3.31,-8.43,-4.63,26.1,23.8,0,25.9,-8498.304,-17559.936,-10241.856,-6786.16129,-7433.16129,0.08,-1.05
+29/08/2017,0,0,0,0,0,0,0,1,0,0,-12.95,-6,-3.37,-8.47,-4.64,27.25,24.25,0,27.5,-8498.304,-17559.936,-10241.856,-6786.16129,-7433.16129,0.07,-1.06
+30/08/2017,0,0,0,0,0,0,0,0,0,0,-12.96,-6,-3.38,-8.49,-4.65,26.75,24.6,0,26.8,-8498.304,-17559.936,-10241.856,-6786.16129,-7433.16129,0.08,-1.06
+31/08/2017,0,0,0,0,0,0,0,0,30.8,0,-12.97,-6.01,-3.34,-8.57,-4.65,25,21.65,0,25.05,-8498.304,-17559.936,-10241.856,-6786.16129,-7433.16129,0.08,-1.06
+01/09/2017,56.2,1.2,6.2,2.8,35.8,5.4,7.6,28.4,7.2,11.8,-12.95,-6.05,-3.23,-8.56,-4.64,24.45,17.7,0,24.15,-7509.024,-17055.36,-10595.232,-6404.033333,-5042.833333,0.1,-1.05
+02/09/2017,0.6,0,0,0,0,0,1.2,0,0,0.4,-12.93,-6.02,-3.25,-8.5,-4.64,19.9,12.55,0,19.55,-7509.024,-17055.36,-10595.232,-6404.033333,-5042.833333,0.08,-1.05
+03/09/2017,20.6,1.8,10.4,3.8,5.4,2.6,1.2,2.6,0,0.6,-12.96,-6,-3.2,-8.45,-4.65,19.05,14.15,0,19.35,-7133.5728,-16202.592,-10065.4704,-6083.831667,-4790.691667,0.09,-1.05
+04/09/2017,0,0,0,0,0,0,0,0,0,0,-13,-6,-3.2,-8.49,-4.66,19.6,16.95,0,19.9,-7509.024,-17055.36,-10595.232,-6404.033333,-5042.833333,0.08,-1.05
+05/09/2017,0,0,0,0,0,0,0,0,9.4,0,-13.02,-6,-3.23,-8.55,-4.67,21.1,16.75,0,20.95,-7509.024,-17055.36,-10595.232,-6404.033333,-5042.833333,0.08,-1.04
+06/09/2017,0,0,0.4,0,0,0,0,0,0.2,0,-13,-6.01,-3.14,-8.51,-4.68,19,16.45,0,19.15,-7509.024,-17055.36,-10595.232,-6404.033333,-5042.833333,0.09,-1.03
+07/09/2017,5.2,5.4,2.4,0.8,5.8,6,6.8,1.6,0,4.6,-12.96,-6,-3.13,-8.42,-4.68,22.65,18.3,0,22.2,-7509.024,-17055.36,-10595.232,-6404.033333,-5042.833333,0.1,-1.05
+08/09/2017,0,0,0,0,0,0,0.2,16,25.4,0,-12.97,-6.01,-3.18,-8.45,-4.68,23.2,18.05,0,23.4,-7509.024,-17055.36,-10595.232,-6404.033333,-5042.833333,0.09,-1.06
+09/09/2017,0,0,0,0,0,0,0,0.4,16.8,0,-12.94,-6,-3.16,-8.42,-4.69,20,14.55,0,20.75,-7509.024,-17055.36,-10595.232,-6404.033333,-5042.833333,0.09,-1.04
+10/09/2017,30.4,146.6,152.2,108.8,66.6,76.2,42.6,20.6,2.6,50.6,-12.88,-5.01,-2.46,-8.16,-4.63,17.95,13.6,0,18.7,-7133.5728,-16202.592,-10065.4704,-6083.831667,-4790.691667,0.22,-1
+11/09/2017,8.2,5,14.6,7,5.6,4,4.8,12.6,3,11.8,-12.87,-5.82,-2.47,-7.9,-4.66,20.7,14.75,0,20.55,-7509.024,-17055.36,-10595.232,-6404.033333,-5042.833333,0.14,-1.04
+12/09/2017,2.6,0,0.2,0,1.6,0.6,1.8,2,0.2,3.6,-12.94,-5.85,-2.57,-7.8,-4.67,19.15,13.25,0,19.4,-7509.024,-17055.36,-10595.232,-6404.033333,-5042.833333,0.1,-1.04
+13/09/2017,3.4,0,0.2,0,4.4,1.8,1.6,0.6,56,10.6,-13.02,-5.85,-2.65,-7.78,-4.68,19.25,14.95,0,19.2,-7509.024,-17055.36,-10595.232,-6404.033333,-5042.833333,0.1,-1.05
+14/09/2017,5.8,0.4,0.8,0.2,2.8,1.8,2.2,0.6,4.4,7.6,-12.98,-5.84,-2.67,-7.68,-4.68,21.35,14.2,0,20.45,-7509.024,-17055.36,-10595.232,-6404.033333,-5042.833333,0.11,-1.04
+15/09/2017,11.6,0.6,0.8,0.8,6.4,2,19,6.4,0.2,15.2,-12.95,-5.84,-2.71,-7.62,-4.69,20.05,15.3,0,20,-7509.024,-17055.36,-10595.232,-6404.033333,-5042.833333,0.15,-1.05
+16/09/2017,1.4,1.8,7,4.8,1.8,1.6,3.4,1.6,3.2,2.6,-12.94,-5.88,-2.72,-7.59,-4.69,18.1,12.2,0,18.7,-7509.024,-17055.36,-10595.232,-6404.033333,-5042.833333,0.14,-1.05
+17/09/2017,1.2,0.2,0.2,0,2.2,0,1.4,0,13,1,-12.97,-5.89,-2.73,-7.57,-4.7,17.15,11.35,0,17.4,-7133.5728,-16202.592,-10065.4704,-6083.831667,-4790.691667,0.11,-1.05
+18/09/2017,3,0,0.8,0.6,1.8,0.2,3,0,4,4.2,-12.96,-5.87,-2.62,-7.51,-4.71,16.5,11.4,0,17.1,-7509.024,-17055.36,-10595.232,-6404.033333,-5042.833333,0.11,-1.04
+19/09/2017,14.8,37.8,31,36.8,23.2,28.8,18.2,7.8,0,16.4,-12.92,-5.85,-2.44,-7.44,-4.68,16,10.25,0,15.7,-7509.024,-17055.36,-10595.232,-6404.033333,-5042.833333,0.12,-1.05
+20/09/2017,0,3,0.8,0,0,0,0,0,0,0.4,-12.95,-5.84,-2.52,-7.43,-4.7,15.95,11.2,0,16.25,-7509.024,-17055.36,-10595.232,-6404.033333,-5042.833333,0.11,-1.05
+21/09/2017,0,0.2,0,0,0,0,0,0,0,0,-12.97,-5.83,-2.58,-7.41,-4.71,15.85,13.05,0,16,-7509.024,-17055.36,-10595.232,-6404.033333,-5042.833333,0.1,-1.06
+22/09/2017,0,0,0.2,0,0,0,0,0,0,0,-12.98,-5.83,-2.64,-7.39,-4.71,16.5,13.65,0,16.55,-7509.024,-17055.36,-10595.232,-6404.033333,-5042.833333,0.1,-1.06
+23/09/2017,0,0,0.2,0,0,0,0,0,2.2,0,-12.97,-5.85,-2.67,-7.39,-4.72,17.55,14.35,0,17.7,-7509.024,-17055.36,-10595.232,-6404.033333,-5042.833333,0.09,-1.06
+24/09/2017,0,0,0.2,0,0,0,0,0,0.2,0.2,-12.95,-5.87,-2.68,-7.33,-4.73,16.35,12.5,0,16.8,-7133.5728,-16202.592,-10065.4704,-6083.831667,-4790.691667,0.09,-1.04
+25/09/2017,2.2,1.6,15.6,0.4,4.6,4.2,3,11.2,0,10,-12.95,-5.87,-2.63,-7.27,-4.73,16.7,13.7,0,17.5,-7509.024,-17055.36,-10595.232,-6404.033333,-5042.833333,0.09,-1.06
+26/09/2017,0,0,0,0,0,0,0,0,0,0,-12.95,-5.87,-2.69,-7.28,-4.74,15.8,13.75,0,17,-7509.024,-17055.36,-10595.232,-6404.033333,-5042.833333,0.09,-1.07
+27/09/2017,0,0,0,0,0,0,0,0,0,0,-12.97,-5.87,-2.7,-7.28,-4.75,16.85,14.75,0,17.75,-7509.024,-17055.36,-10595.232,-6404.033333,-5042.833333,0.08,-1.07
+28/09/2017,0,0,0,0,0,0,0,0,0,0,-12.98,-5.88,-2.71,-7.28,-4.75,17.4,15.35,0,18.2,-7509.024,-17055.36,-10595.232,-6404.033333,-5042.833333,0.09,-1.07
+29/09/2017,0,0,0,0,0,0,0,0,0,0,-12.96,-5.89,-2.73,-7.25,-4.76,17.65,15.25,0,18.35,-7509.024,-17055.36,-10595.232,-6404.033333,-5042.833333,0.09,-1.07
+30/09/2017,0,0,0,0,0,0,0,0,1,0,-12.93,-5.9,-2.76,-7.25,-4.77,17.4,14.8,0,18.2,-7509.024,-17055.36,-10595.232,-6404.033333,-5042.833333,0.1,-1.07
+01/10/2017,0.6,0,0.2,0,0.2,0,0.4,0.6,0,0.6,-12.94,-5.89,-2.76,-7.29,-4.77,16.25,12.65,0,16.85,-6054.2208,-15866.8848,-10179.5616,-5877.006452,-4393.106452,0.08,-1.05
+02/10/2017,1.8,0,0,0.6,0.6,0.6,1,1,3.6,0.8,-12.96,-5.89,-2.72,-7.25,-4.77,18.65,15.05,0,19.1,-6372.864,-16701.984,-10715.328,-6186.322581,-4624.322581,0.09,-1.06
+03/10/2017,0,0,0,0,0,0,0,0,0.2,0,-12.95,-5.9,-2.75,-7.27,-4.78,15.8,12.6,0,16.7,-6372.864,-16701.984,-10715.328,-6186.322581,-4624.322581,0.09,-1.06
+04/10/2017,3.6,23,6.2,0.2,6,3.2,3.2,0.4,0,5.8,-12.97,-5.9,-2.76,-7.24,-4.78,19.7,15.7,0,19.7,-6372.864,-16701.984,-10715.328,-6186.322581,-4624.322581,0.09,-1.07
+05/10/2017,0,0,0,0,0,0,0,0,0.2,0,-12.93,-5.91,-2.76,-7.19,-4.79,17.1,13.7,0,17.7,-6372.864,-16701.984,-10715.328,-6186.322581,-4624.322581,0.08,-1.07
+06/10/2017,0,0,0.4,0,0,0,0,0,0,0,-12.87,-5.9,-2.78,-7.11,-4.78,17.65,12.05,0,19.05,-6372.864,-16701.984,-10715.328,-6186.322581,-4624.322581,0.08,-1.07
+07/10/2017,0,0,0,0,0,0,0,4.6,0,0,-12.95,-5.91,-2.81,-7.15,-4.79,14.5,11.15,0,15.6,-6372.864,-16701.984,-10715.328,-6186.322581,-4624.322581,0.08,-1.08
+08/10/2017,0,0,0,0,0,0,0,0,0,0,-12.93,-5.91,-2.82,-7.17,-4.79,13.45,12.15,0,13.8,-6054.2208,-15866.8848,-10179.5616,-5877.006452,-4393.106452,0.09,-1.07
+09/10/2017,0,0,0,0,0,0,0,0,0,0,-12.94,-5.92,-2.8,-7.11,-4.79,15.7,13.65,0,15.9,-6372.864,-16701.984,-10715.328,-6186.322581,-4624.322581,0.09,-1.08
+10/10/2017,0,0,0,0,0,0,0,0,0,0,-12.96,-5.92,-2.84,-7.08,-4.8,16.65,14.35,0,17,-6372.864,-16701.984,-10715.328,-6186.322581,-4624.322581,0.09,-1.06
+11/10/2017,0,0,0,0,0,0,0,0,0,0,-12.98,-5.93,-2.81,-7.1,-4.81,16.25,14.65,0,16.55,-6372.864,-16701.984,-10715.328,-6186.322581,-4624.322581,0.08,-1.08
+12/10/2017,0,0,0,0,0,0,0,0,0.2,0,-13,-5.95,-2.81,-7.16,-4.82,16.3,13.6,0,17.35,-6372.864,-16701.984,-10715.328,-6186.322581,-4624.322581,0.08,-1.08
+13/10/2017,0,0,0.4,0,0,0,0,0,0,0,-13.01,-5.94,-2.84,-7.16,-4.83,17.15,14.8,0,17.6,-6372.864,-16701.984,-10715.328,-6186.322581,-4624.322581,0.08,-1.08
+14/10/2017,0,0.2,0,0.2,0,0,0,0,0,0,-13.01,-5.96,-2.87,-7.2,-4.83,15.2,16.9,0,15.8,-6372.864,-16701.984,-10715.328,-6186.322581,-4624.322581,0.09,-1.07
+15/10/2017,0,0,0,0.2,0,0,0,0,0,0,-13.01,-5.96,-2.87,-7.26,-4.84,15.75,17.85,0,15.75,-6054.2208,-15866.8848,-10179.5616,-5877.006452,-4393.106452,0.08,-1.09
+16/10/2017,0,0.2,0,0.2,0,0,0,0,0,0,-13,-5.98,-2.84,-7.24,-4.84,16.15,17.35,0,15.45,-6372.864,-16701.984,-10715.328,-6186.322581,-4624.322581,0.08,-1.08
+17/10/2017,0,0,0,0.2,0,0,0,0,0,0,-12.97,-5.98,-2.86,-7.14,-4.84,14.95,16.8,0,14.6,-6372.864,-16701.984,-10715.328,-6186.322581,-4624.322581,0.08,-1.08
+18/10/2017,0,0,0,0,0,0,0.2,0,0,0,-12.93,-5.98,-2.86,-7.07,-4.84,15.05,14.5,0,14.4,-6372.864,-16701.984,-10715.328,-6186.322581,-4624.322581,0.08,-1.08
+19/10/2017,0,0.2,0,0,0,0,0,0,0,0,-12.92,-5.99,-2.86,-7.02,-4.85,15.4,13.8,0,15.2,-6372.864,-16701.984,-10715.328,-6186.322581,-4624.322581,0.08,-1.08
+20/10/2017,0,0,0,0,0,0,0,0,0.2,0,-12.94,-5.99,-2.88,-7.03,-4.85,15.05,14.5,0,14.9,-6372.864,-16701.984,-10715.328,-6186.322581,-4624.322581,0.08,-1.08
+21/10/2017,0,0,0.2,0,0,0,0,0,30,0,-12.94,-6,-2.88,-7.12,-4.86,16.3,13.25,0,17.3,-6372.864,-16701.984,-10715.328,-6186.322581,-4624.322581,0.09,-1.07
+22/10/2017,11.4,1.2,1,1,35,17.4,30.4,5.8,0,37,-12.88,-6,-2.85,-7.08,-4.84,15.1,10.65,0,16.2,-6054.2208,-15866.8848,-10179.5616,-5877.006452,-4393.106452,0.11,-1.06
+23/10/2017,0.8,0,4.8,1.2,1.6,1.4,1.4,1.2,0,2.6,-12.9,-6,-2.84,-7.03,-4.84,12.3,10.25,0,13.55,-6372.864,-16701.984,-10715.328,-6186.322581,-4624.322581,0.09,-1.08
+24/10/2017,0,0,0,0,0,0,0.2,0,0,0,-12.95,-6,-2.88,-7.03,-4.86,12.65,13.05,0,13.7,-6372.864,-16701.984,-10715.328,-6186.322581,-4624.322581,0.08,-1.09
+25/10/2017,0,0,0,0,0,0,0,0,0,0,-12.98,-6.01,-2.9,-7.05,-4.87,13.75,14.55,0,13.7,-6372.864,-16701.984,-10715.328,-6186.322581,-4624.322581,0.08,-1.09
+26/10/2017,0,0,0,0,0,0,0,0,0,0,-13,-6.01,-2.9,-7.11,-4.88,13.35,14.85,0,14,-6372.864,-16701.984,-10715.328,-6186.322581,-4624.322581,0.09,-1.09
+27/10/2017,0,0,0,0,0,0,0,0,0,0,-12.94,-6.01,-2.89,-7.03,-4.88,11.6,10.8,0,14.55,-6372.864,-16701.984,-10715.328,-6186.322581,-4624.322581,0.09,-1.08
+28/10/2017,0,0,0.6,0,0,0,0.2,0,0,0,-12.95,-6.02,-2.89,-7.05,-4.89,12.65,10.55,0,13,-6372.864,-16701.984,-10715.328,-6186.322581,-4624.322581,0.07,-1.09
+29/10/2017,0,0,0,0,0,0,0,0,0,0,-12.88,-6.02,-2.9,-7.16,-4.89,12.8,10.25,0,13.5,-6054.2208,-15866.8848,-10179.5616,-5877.006452,-4393.106452,0.08,-1.09
+30/10/2017,0,0,0.2,0,0,0,0,0,0,0,-12.92,-6.03,-2.9,-7.29,-4.89,14.5,12.1,0,14.3,-6372.864,-16701.984,-10715.328,-6186.322581,-4624.322581,0.07,-1.09
+31/10/2017,0,0,0,0,0,0,0,0,0,0,-12.98,-6.04,-2.9,-7.3,-4.89,12.45,10.6,0,13.1,-6372.864,-16701.984,-10715.328,-6186.322581,-4624.322581,0.08,-1.09
+01/11/2017,0,0,0,0,0,0,0,0,5.6,0,-12.99,-6.06,-2.93,-7.29,-4.9,11.3,10.55,0,11.55,-6254.496,-17081.28,-10727.424,-6584.933333,-5063.433333,0.07,-1.08
+02/11/2017,0,0,0,0,0,0,0,0,0.4,0,-12.97,-6.07,-2.9,-7.22,-4.9,10.05,9.65,0,10.9,-6254.496,-17081.28,-10727.424,-6584.933333,-5063.433333,0.08,-1.08
+03/11/2017,4,10.6,7.8,2.4,12,11.6,9.4,0,0.2,15,-12.94,-6.1,-2.85,-7.11,-4.9,13.85,10.7,0,13.7,-6254.496,-17081.28,-10727.424,-6584.933333,-5063.433333,0.09,-1.07
+04/11/2017,0.2,8.4,6.2,3.6,0.2,0.6,0.8,0,27,1,-12.95,-6.1,-2.86,-7.13,-4.91,14.95,10.95,0,14.3,-6254.496,-17081.28,-10727.424,-6584.933333,-5063.433333,0.09,-1.08
+05/11/2017,0.4,0,0.2,0,0,0,0,0,20.4,0,-12.88,-6.11,-2.74,-7.1,-4.9,12.6,8.8,0,13.25,-5941.7712,-16227.216,-10191.0528,-6255.686667,-4810.261667,0.14,-1.05
+06/11/2017,32.4,34.6,44.2,26.4,35,35.2,30,6.6,18.8,38.2,-12.87,-6.07,-2.58,-7.12,-4.87,12.1,6.15,0,11.9,-6254.496,-17081.28,-10727.424,-6584.933333,-5063.433333,0.17,-1.06
+07/11/2017,25.6,30.6,32.4,28.6,43,38.8,35.4,61.4,0,35.4,-12.89,-6.03,-2.31,-7.03,-4.83,7.4,4.3,0,8.35,-6254.496,-17081.28,-10727.424,-6584.933333,-5063.433333,0.25,-1.02
+08/11/2017,3,2.2,1.2,1,9.8,5.6,11,16.2,3,8.8,-12.93,-5.99,-2.38,-7,-4.85,7.75,6.9,0,8.6,-6254.496,-17081.28,-10727.424,-6584.933333,-5063.433333,0.23,-1.07
+09/11/2017,3,6.4,7,5.2,3,3.6,2.4,0,0,5.6,-12.96,-5.97,-2.41,-6.98,-4.87,11.6,6.8,0,11.45,-6254.496,-17081.28,-10727.424,-6584.933333,-5063.433333,0.17,-1.07
+10/11/2017,0.8,1.2,3.4,0.2,0.2,0.2,0.4,0.8,0,1,-12.95,-5.96,-2.45,-6.95,-4.87,11.8,8.45,0,11.65,-6254.496,-17081.28,-10727.424,-6584.933333,-5063.433333,0.14,-1.08
+11/11/2017,0,0,0,0,0,0,0,0,6.2,0,-12.93,-5.96,-2.52,-6.98,-4.89,9.45,8.3,0,10.15,-6254.496,-17081.28,-10727.424,-6584.933333,-5063.433333,0.12,-1.08
+12/11/2017,0,0,0.2,0,0,0,0,0,10,0,-12.87,-5.97,-2.53,-6.93,-4.89,10.2,8.65,0,11.05,-5941.7712,-16227.216,-10191.0528,-6255.686667,-4810.261667,0.12,-1.07
+13/11/2017,9,19.8,24,22,12.8,8.8,9.2,25.8,0,7.2,-12.81,-5.97,-2.36,-6.79,-4.89,10.25,4.55,0,10.65,-6254.496,-17081.28,-10727.424,-6584.933333,-5063.433333,0.16,-1.07
+14/11/2017,4.6,0,2.6,0.2,3.8,0.8,5.2,64.4,0,2.8,-12.93,-5.95,-2.41,-6.79,-4.91,10.6,3.7,0,10.55,-6254.496,-17081.28,-10727.424,-6584.933333,-5063.433333,0.14,-1.08
+15/11/2017,0.2,0,0.2,0,0,0,0,10.2,0,0,-12.96,-5.95,-2.46,-6.81,-4.92,10.3,5.05,0,9.55,-6254.496,-17081.28,-10727.424,-6584.933333,-5063.433333,0.14,-1.08
+16/11/2017,0,1.6,4,3.8,0.6,0.4,0,0.2,0,0,-12.96,-5.96,-2.5,-6.79,-4.93,9.6,7.65,0,10.2,-6254.496,-17081.28,-10727.424,-6584.933333,-5063.433333,0.13,-1.09
+17/11/2017,0,0,0,0,0,0,0,0,0,0,-12.95,-5.97,-2.53,-6.82,-4.94,9.7,8.3,0,9.55,-6254.496,-17081.28,-10727.424,-6584.933333,-5063.433333,0.12,-1.09
+18/11/2017,0,0.2,0,0,0,0,0.2,0,0,0,-12.96,-5.98,-2.57,-6.85,-4.95,9.15,7.15,0,9.5,-6254.496,-17081.28,-10727.424,-6584.933333,-5063.433333,0.12,-1.09
+19/11/2017,0,0,0,0,0,0,0,0,0,0,-12.95,-5.99,-2.59,-6.85,-4.95,8.85,8.1,0,9.85,-5941.7712,-16227.216,-10191.0528,-6255.686667,-4810.261667,0.11,-1.08
+20/11/2017,0,0,0,0.2,0,0,0.2,0,0,0,-12.99,-6,-2.6,-6.85,-4.96,7.25,6.8,0,7.15,-6254.496,-17081.28,-10727.424,-6584.933333,-5063.433333,0.11,-1.09
+21/11/2017,0,0,0.2,0,0,0.6,0,0,0,0,-12.99,-6.01,-2.6,-6.81,-4.97,8.9,7.25,0,8.65,-6254.496,-17081.28,-10727.424,-6584.933333,-5063.433333,0.13,-1.08
+22/11/2017,0,0.4,0.2,0,0,0.4,0,0,0,0,-12.99,-6.02,-2.6,-6.81,-4.98,10,8.35,0,9.8,-6254.496,-17081.28,-10727.424,-6584.933333,-5063.433333,0.12,-1.09
+23/11/2017,0,0,0.2,0,0,0,0,0,0,0.4,-12.99,-6.03,-2.64,-6.82,-4.99,10.25,8.45,0,10.85,-6254.496,-17081.28,-10727.424,-6584.933333,-5063.433333,0.11,-1.09
+24/11/2017,0,0,0.2,0.4,0,0,0,0,14.6,0,-13,-6.05,-2.63,-6.81,-4.99,11.95,9,0,11.75,-6254.496,-17081.28,-10727.424,-6584.933333,-5063.433333,0.12,-1.09
+25/11/2017,0.4,0,0,0,0,0,0.2,0,4.8,1,-12.94,-6.05,-2.64,-6.81,-4.99,11.9,8,0,12.45,-6254.496,-17081.28,-10727.424,-6584.933333,-5063.433333,0.13,-1.07
+26/11/2017,21.6,16,14.8,15.4,26.2,16.6,32.2,6,0,33.4,-12.95,-6.04,-2.53,-6.83,-4.97,7,3.3,0,7.75,-5941.7712,-16227.216,-10191.0528,-6255.686667,-4810.261667,0.24,-1.06
+27/11/2017,0,0.2,1.6,0,0,0,0,2.4,16.4,0,-13.01,-6.01,-2.51,-6.88,-4.98,5.6,2.45,0,5.3,-6254.496,-17081.28,-10727.424,-6584.933333,-5063.433333,0.2,-1.07
+28/11/2017,0,0,0,0.2,0,0,0,0,15.8,0,-12.95,-6.01,-2.49,-6.81,-4.99,1.55,2.25,0,2.5,-6254.496,-17081.28,-10727.424,-6584.933333,-5063.433333,0.18,-1.05
+29/11/2017,34.4,23.6,30.4,26.4,42.8,37.2,39.2,0,2,40,-12.87,-6,-2.12,-6.73,-4.93,8.35,4.8,0,8.15,-6254.496,-17081.28,-10727.424,-6584.933333,-5063.433333,0.28,-1.01
+30/11/2017,4,7,4,9.2,5.6,7,4.8,0.6,2,4.4,,-5.97,-2.17,-6.7,-4.92,6.25,3.15,0,5.6,-6254.496,-17081.28,-10727.424,-6584.933333,-5063.433333,0.24,-1.05
+01/12/2017,0,0.8,2.8,0.2,0.2,0,0.2,0,0,0,,-5.95,-2.19,-6.69,-4.93,3.65,0.35,0,3.9,-6259.68,-17158.176,-11044.512,-6533.580645,-5237.709677,0.23,-1.05
+02/12/2017,3.8,1.6,2,0.2,2.8,2.2,2.2,9.2,0,5,,-5.95,-2.25,-6.7,-4.95,4.8,-0.05,0,6.8,-6259.68,-17158.176,-11044.512,-6533.580645,-5237.709677,0.18,-1.06
+03/12/2017,0,0,0,0,0,0,0,7,0,0,,-5.96,-2.35,-6.75,-4.96,4.45,0.95,0,4.65,-5946.696,-16300.2672,-10492.2864,-6206.901613,-4975.824194,0.17,-1.07
+04/12/2017,0,0,0,0,0,0,0,0,0,0,,-5.96,-2.39,-6.79,-4.97,3,1.9,0,3.55,-6259.68,-17158.176,-11044.512,-6533.580645,-5237.709677,0.15,-1.07
+05/12/2017,0,0,0,0,0,0,0,0,0,0,-13.09,-5.98,-2.42,-6.78,-4.99,3.3,5.45,0,4.1,-6259.68,-17158.176,-11044.512,-6533.580645,-5237.709677,0.12,-1.07
+06/12/2017,0,0.2,0.2,0.2,0,0,0.2,0,4.6,0,-13.08,-5.99,-2.47,-6.75,-4.99,4.15,5.65,0,5.2,-6259.68,-17158.176,-11044.512,-6533.580645,-5237.709677,0.14,-1.06
+07/12/2017,0.2,0.6,2.6,0.8,0,0,0.2,0,85.8,0.2,-13.05,-5.99,-2.46,-6.73,-4.99,4.35,4.95,0,5.4,-6259.68,-17158.176,-11044.512,-6533.580645,-5237.709677,0.16,-1.06
+08/12/2017,33.4,18,15.6,20.4,53.8,43,40.8,0.4,2.2,68.6,-12.92,-5.98,-1.97,-6.62,-4.64,10.05,5.05,0,10.2,-6259.68,-17158.176,-11044.512,-6533.580645,-5237.709677,0.64,0.34
+09/12/2017,64.8,32.6,18,37,98.2,98.4,62.6,5.2,58.2,107.6,-12.89,-5.87,-1.48,-6.46,-3.62,3.7,1.55,0,4.75,-6259.68,-17158.176,-11044.512,-6533.580645,-5237.709677,0.89,0.9
+10/12/2017,0,0,0,0,0,0,0,0,59.2,0,-12.88,-5.78,-1.54,-6.39,-3.7,4.4,4,0,5.5,-5946.696,-16300.2672,-10492.2864,-6206.901613,-4975.824194,0.58,-0.16
+11/12/2017,103.4,84,44.2,61,119.2,123.8,103,43.2,18.8,172.2,-12.77,-4.61,-1.07,-6.09,-2.54,14.7,8.95,0,14.85,-6259.68,-17158.176,-11044.512,-6533.580645,-5237.709677,1.57,3.24
+12/12/2017,89.2,16.6,18.8,14.6,34.4,30.4,26.2,98,7.8,92,-12.86,-5.29,-1,-5.79,-1.59,12.5,7.4,0,12.9,-6259.68,-17158.176,-11044.512,-6533.580645,-5237.709677,1.63,3.36
+13/12/2017,5.2,0.4,2.6,2.4,4.2,6.6,3.6,0,32.4,3.6,-12.9,-5.15,-1.14,-5.73,-2.12,8.45,3.95,0,9.7,-6259.68,-17158.176,-11044.512,-6533.580645,-5237.709677,0.93,1.11
+14/12/2017,24,18.6,26,32.8,35.4,38,23,0,23.8,46,-12.84,-5.06,-0.93,-5.6,-2.31,11.55,5.9,0,12.6,-6259.68,-17158.176,-11044.512,-6533.580645,-5237.709677,0.93,1.04
+15/12/2017,19.2,1.4,3.2,2.2,31,23,29.4,11,2.6,34.2,-12.77,-4.96,-1.01,-5.43,-2.18,10.8,5.3,0,11.1,-6259.68,-17158.176,-11044.512,-6533.580645,-5237.709677,1.04,1.44
+16/12/2017,18.4,5,2.2,4.4,30.4,19.8,21,4.8,0,10,-12.82,-4.89,-1.15,-5.42,-2.27,4.8,1.4,0,5.2,-6259.68,-17158.176,-11044.512,-6533.580645,-5237.709677,0.93,1.01
+17/12/2017,1.2,1.2,2.2,0.6,0.6,1.6,0.2,6,0,3.8,-12.92,-4.88,-1.28,-5.48,-2.52,4.8,2.55,0,5,-5946.696,-16300.2672,-10492.2864,-6206.901613,-4975.824194,0.73,0.38
+18/12/2017,0.2,0.2,0,0.2,0,0,0.2,0,0,0.2,-12.95,-4.9,-1.35,-5.46,-2.77,2.8,1.8,0,2.45,-6259.68,-17158.176,-11044.512,-6533.580645,-5237.709677,0.59,-0.15
+19/12/2017,0,0.2,0,0.2,0,0,0.2,0,0,0,-13,-4.94,-1.48,-5.44,-3.02,2.8,0.35,0,3.2,-6259.68,-17158.176,-11044.512,-6533.580645,-5237.709677,0.49,-0.55
+20/12/2017,0.2,0,0,0,0,0,0,0,0,0.2,-13,-4.99,-1.57,-5.43,-3.19,3.45,0.2,0,3.65,-6259.68,-17158.176,-11044.512,-6533.580645,-5237.709677,0.47,-0.61
+21/12/2017,0,0,0,0.2,0,0,0.2,0,0,0,-13.01,-5.02,-1.63,-5.63,-3.33,3.95,1.9,0,3.2,-6259.68,-17158.176,-11044.512,-6533.580645,-5237.709677,0.44,-0.78
+22/12/2017,0,0,0,0,0,0,0,0,0,0.2,-12.98,-5.06,-1.68,-5.54,-3.42,3.6,6.95,0,4.3,-6259.68,-17158.176,-11044.512,-6533.580645,-5237.709677,0.43,-0.81
+23/12/2017,0,0.2,0,0,0,0,0.2,0,0,0,-12.99,-5.1,-1.75,-5.5,-3.46,4.9,7.5,0,5.1,-6259.68,-17158.176,-11044.512,-6533.580645,-5237.709677,0.33,-0.85
+24/12/2017,0.2,0.2,0,0.2,0,0,0.2,0,1.2,0,-12.99,-5.16,-1.8,-5.5,-3.51,4.6,5.55,0,4.95,-5946.696,-16300.2672,-10492.2864,-6206.901613,-4975.824194,0.33,-0.86
+25/12/2017,0,0,0,0,0,0,0,0,24.8,0,-12.96,-5.2,-1.82,-5.51,-3.54,7.2,5.45,0,6.95,-6259.68,-17158.176,-11044.512,-6533.580645,-5237.709677,0.33,-0.86
+26/12/2017,10.2,7.4,5.6,2.2,13.8,11,13.2,0,44.6,14.8,-12.87,-5.21,-1.74,-5.4,-3.54,9.35,5.25,0,9.1,-6259.68,-17158.176,-11044.512,-6533.580645,-5237.709677,0.41,-0.82
+27/12/2017,31.6,36.4,11.4,10.8,32.4,37,31,0,4,29.4,-12.7,-5.18,-1.02,-5.3,-3.38,8.4,4.1,0,8.55,-6259.68,-17158.176,-11044.512,-6533.580645,-5237.709677,0.67,0.03
+28/12/2017,44.8,33.2,46.4,37.4,44.2,44.8,40.2,0.4,0,56,-12.69,-5.08,-0.76,-5.1,-2.91,4.85,0.85,0,5.75,-6259.68,-17158.176,-11044.512,-6533.580645,-5237.709677,0.86,0.71
+29/12/2017,0,0.2,1.6,0.4,0.6,0.6,0.6,4,0,0.2,-12.84,-5,-1,-5.13,-2.99,4.55,1.5,0,4.4,-6259.68,-17158.176,-11044.512,-6533.580645,-5237.709677,0.6,-0.1
+30/12/2017,0.2,0,0.2,0.2,0,0,0,0,1.4,0,-12.87,-4.98,-1.13,-5.17,-3.09,5.8,3.5,0,6.2,-6259.68,-17158.176,-11044.512,-6533.580645,-5237.709677,0.54,-0.32
+31/12/2017,0,1.2,2.2,0.2,0.8,1.2,0.4,0,12.8,1.2,-12.89,-4.98,-1.33,-5.21,-3.19,8.35,6.6,0,8.2,-5946.696,-16300.2672,-10492.2864,-6206.901613,-4975.824194,0.5,-0.5
+01/01/2018,2.4,0.4,0.8,0,0.6,0.6,3.2,0,5,2.8,-12.82,-4.99,-1.29,-5.18,-3.26,9.55,5.7,0,9.75,-6331.387097,-17419.968,-10813.824,-6378.967742,-5011.677419,0.47,-0.65
+02/01/2018,20.8,12.8,9.4,11.4,28,23.8,19.2,2.4,3.4,27.2,-12.83,-4.99,-1.22,-5.07,-3.26,9.1,6.55,0,9.35,-6331.387097,-17419.968,-10813.824,-6378.967742,-5011.677419,0.53,-0.38
+03/01/2018,0,0.2,0.2,0,0.6,1,0,0,1,0.4,-12.82,-4.99,-1.22,-5.04,-3.31,5.7,6.6,0,5.3,-6331.387097,-17419.968,-10813.824,-6378.967742,-5011.677419,0.52,-0.43
+04/01/2018,2,7.8,9.8,8.8,8,7.6,3.4,0,3.8,5,-12.79,-4.99,-1.21,-4.97,-3.34,5.85,6.9,0,6.45,-6331.387097,-17419.968,-10813.824,-6378.967742,-5011.677419,0.5,-0.52
+05/01/2018,1.2,1.6,2.8,1.4,3.4,3.8,2.8,0,0.2,3.8,-12.79,-5.01,-1.27,-4.97,-3.39,11,7.85,0,11.05,-6331.387097,-17419.968,-10813.824,-6378.967742,-5011.677419,0.48,-0.63
+06/01/2018,2.6,2.8,1.6,1,3,4.6,3.2,0,0,3.6,-12.81,-5.03,-1.34,-5,-3.43,11.35,7.4,0,10.55,-6331.387097,-17419.968,-10813.824,-6378.967742,-5011.677419,0.47,-0.62
+07/01/2018,0.6,0.4,1.2,0.2,0,0.2,0.2,0,0,0.2,-12.84,-5.04,-1.4,-5.05,-3.45,10.85,8.6,0,10.8,-6014.817742,-16548.9696,-10273.1328,-6060.019355,-4761.093548,0.46,-0.67
+08/01/2018,0,0,0,0,0,0,0,0,3.2,0,-12.84,-5.06,-1.43,-5.06,-3.49,12.2,9.5,0,11.8,-6331.387097,-17419.968,-10813.824,-6378.967742,-5011.677419,0.44,-0.75
+09/01/2018,6.8,1.2,2,5.6,5.8,3.6,4.8,2.4,4.6,0,-12.85,-5.08,-1.42,-5.05,-3.55,10.4,6.6,0,11.15,-6331.387097,-17419.968,-10813.824,-6378.967742,-5011.677419,0.42,-0.84
+10/01/2018,1.8,7.2,8.8,5,1.6,3.2,1,0,1,2.2,-12.82,-5.1,-1.37,-5.02,-3.6,7.65,4.15,0,8.25,-6331.387097,-17419.968,-10813.824,-6378.967742,-5011.677419,0.37,-0.86
+11/01/2018,8,7.2,7.8,4,5.6,5.2,5.6,0,0,11.6,-12.78,-5.12,-1.35,-4.95,-3.61,9.15,3.35,0,9.3,-6331.387097,-17419.968,-10813.824,-6378.967742,-5011.677419,0.39,-0.85
+12/01/2018,0,1.8,6.2,4,0.8,0.8,0.2,7,0,0.4,-12.82,-5.15,-1.39,-4.96,-3.63,8.1,4.1,0,7.7,-6331.387097,-17419.968,-10813.824,-6378.967742,-5011.677419,0.37,-0.85
+13/01/2018,0,0,0,0,0,0,0.2,0.2,0,0,-12.85,-5.17,-1.47,-5.05,-3.65,6.35,3.6,0,6.6,-6331.387097,-17419.968,-10813.824,-6378.967742,-5011.677419,0.34,-0.86
+14/01/2018,0,0,0,0,0,0,0,0,2.6,0,-12.84,-5.2,-1.51,-5.09,-3.66,5.85,2.75,0,5.25,-6014.817742,-16548.9696,-10273.1328,-6060.019355,-4761.093548,0.32,-0.86
+15/01/2018,0,0.2,0,0,0,0,0.2,0,20.6,0,-12.85,-5.23,-1.52,-5.06,-3.67,5.25,3.05,0,5.85,-6331.387097,-17419.968,-10813.824,-6378.967742,-5011.677419,0.32,-0.85
+16/01/2018,14.4,17.2,16.6,13.4,25.6,43,20.8,0,1.8,25.4,-12.76,-5.23,-1.16,-4.93,-3.62,10.05,5.5,0,10.2,-6331.387097,-17419.968,-10813.824,-6378.967742,-5011.677419,0.45,-0.69
+17/01/2018,17.4,19.2,15.4,9.4,40.4,50.2,20.8,0,4.2,60.6,-12.73,-5.18,-0.94,-4.82,-3.37,8.3,5.5,0,9.6,-6331.387097,-17419.968,-10813.824,-6378.967742,-5011.677419,0.59,-0.21
+18/01/2018,0,0,0,0,0,0,0,0,11.4,0,-12.83,-5.12,-1.09,-4.85,-3.3,4.55,3.4,0,5.95,-6331.387097,-17419.968,-10813.824,-6378.967742,-5011.677419,0.5,-0.54
+19/01/2018,7.4,11.6,19.2,12.6,14.6,28.4,13.8,0,0.8,14,-12.77,-5.09,-1.05,-4.79,-3.3,8.1,5.55,0,8.95,-6331.387097,-17419.968,-10813.824,-6378.967742,-5011.677419,0.51,-0.55
+20/01/2018,0.8,0.6,2,1.6,4,9.4,2.6,0,0.6,4.2,-12.77,,-1.1,-4.81,-3.27,6.15,4.7,0,6.15,-6331.387097,-17419.968,-10813.824,-6378.967742,-5011.677419,0.51,-0.54
+21/01/2018,1.4,13.6,19.4,18.2,2.8,5.2,2,0,0,3.4,-12.73,,-0.91,-4.8,-3.33,10,6.45,0,9.95,-6014.817742,-16548.9696,-10273.1328,-6060.019355,-4761.093548,0.46,-0.73
+22/01/2018,0,0,0,0.2,0,0,0,0,0,0.2,-12.79,,-1.03,-4.77,-3.39,5.05,4.75,0,6,-6331.387097,-17419.968,-10813.824,-6378.967742,-5011.677419,0.42,-0.77
+23/01/2018,0,0,0,0,0,0,0,0,0,0,-12.84,-5.06,-1.14,-4.74,-3.42,9.7,9.1,0,9.1,-6331.387097,-17419.968,-10813.824,-6378.967742,-5011.677419,0.4,-0.79
+24/01/2018,0.2,0.2,0,0,0,0,0.2,0,0.2,0,-12.9,-5.08,-1.25,-4.83,-3.46,6.35,6.25,0,7.2,-6331.387097,-17419.968,-10813.824,-6378.967742,-5011.677419,0.39,-0.79
+25/01/2018,0,0,0.2,0,0,0,0,0,0.6,0,-12.86,-5.1,-1.29,-4.79,-3.49,9.15,5.3,0,9.3,-6331.387097,-17419.968,-10813.824,-6378.967742,-5011.677419,0.37,-0.82
+26/01/2018,0,0,0,0,0,0,0.4,0,0.4,0.2,-12.83,-5.11,-1.41,-4.75,-3.5,8.7,4.3,0,9.5,-6331.387097,-17419.968,-10813.824,-6378.967742,-5011.677419,0.33,-0.82
+27/01/2018,1.2,0,0.4,0.2,0.2,0,0.8,0.2,0,0.6,-12.87,-5.13,-1.45,-4.8,-3.52,10.6,7.7,0,10.8,-6331.387097,-17419.968,-10813.824,-6378.967742,-5011.677419,0.32,-0.83
+28/01/2018,0,0,0,0.2,0,0,0,0,0.2,0.2,-12.9,-5.16,-1.5,-4.87,-3.54,8.7,8.3,0,9.55,-6014.817742,-16548.9696,-10273.1328,-6060.019355,-4761.093548,0.3,-0.84
+29/01/2018,0.2,0,0,0,0,0,0.2,0,0,0,-12.88,-5.18,-1.5,-4.85,-3.55,9.45,5.75,0,10.9,-6331.387097,-17419.968,-10813.824,-6378.967742,-5011.677419,0.32,-0.84
+30/01/2018,0,0,0,0,0,0,0,0,7,0,-12.85,-5.2,-1.52,-4.8,-3.56,9.8,5.05,0,10.75,-6331.387097,-17419.968,-10813.824,-6378.967742,-5011.677419,0.32,-0.84
+31/01/2018,0,0,0.2,0.2,1,0.2,0.6,0,23.6,0.2,-12.79,-5.22,-1.54,-4.78,-3.58,8.95,4.7,0,9.55,-6331.387097,-17419.968,-10813.824,-6378.967742,-5011.677419,0.29,-0.86
+01/02/2018,17.4,3.6,14.2,12,14,6.2,15.6,0,29.6,14.4,-12.68,-5.24,-1.51,-4.7,-3.57,10.5,4.8,0,11.5,-5697.778571,-18017.856,-11151.648,-5686.321429,-4250.678571,0.34,-0.8
+02/02/2018,29,19.6,33,19.6,39.8,31.6,43.8,1.4,4,46.6,-12.63,-5.21,-1.29,-4.61,-3.34,7.85,2.95,0,7.95,-5697.778571,-18017.856,-11151.648,-5686.321429,-4250.678571,0.61,-0.05
+03/02/2018,15.2,28.4,16.4,21.6,24,33.8,20,46.2,0.2,21.6,-12.62,-5.15,-0.89,-4.56,-3.19,3.4,-0.5,0,4.4,-5697.778571,-18017.856,-11151.648,-5686.321429,-4250.678571,0.64,-0.01
+04/02/2018,0,2.2,0.6,2.8,0.4,2,0.4,7.8,1.2,0.4,-12.72,-5.08,-1.01,-4.62,-3.19,3.25,0.15,0,2.9,-5412.889643,-17116.9632,-10594.0656,-5402.005357,-4038.144643,0.54,-0.34
+05/02/2018,0,0.2,6.8,0.2,0,0,0,0,3.8,0.2,-12.74,-5.05,-1.1,-4.64,-3.3,6.6,2.15,0,7.85,-5697.778571,-18017.856,-11151.648,-5686.321429,-4250.678571,0.46,-0.68
+06/02/2018,0.6,0.2,15.4,1.2,0.4,1,0.4,0,0,1.2,-12.67,-5.05,-1.17,-4.58,-3.39,6.2,1.2,0,7.1,-5697.778571,-18017.856,-11151.648,-5686.321429,-4250.678571,0.43,-0.8
+07/02/2018,4.8,3.4,2.8,3.4,3,1.2,2.8,15.8,2.4,4,-12.64,-5.05,-1.25,-4.53,-3.44,5.35,2.2,0,6.7,-5697.778571,-18017.856,-11151.648,-5686.321429,-4250.678571,0.41,-0.82
+08/02/2018,1.8,1.8,4,2.6,1,1.2,0.6,0.4,0.2,1.6,-12.72,-5.06,-1.33,-4.56,-3.49,6.15,1.85,0,7.25,-5697.778571,-18017.856,-11151.648,-5686.321429,-4250.678571,0.37,-0.83
+09/02/2018,2.6,1.8,0.2,0.2,3.2,2.2,3.2,0,0,4.6,-12.72,-5.09,-1.36,-4.56,-3.51,6,3.1,0,6.8,-5697.778571,-18017.856,-11151.648,-5686.321429,-4250.678571,0.37,-0.83
+10/02/2018,0,0.2,0,0,0,0,0.2,0,0,0,-12.69,-5.11,-1.43,-4.57,-3.53,5,2.85,0,6.15,-5697.778571,-18017.856,-11151.648,-5686.321429,-4250.678571,0.34,-0.84
+11/02/2018,0,0.2,0,0.2,0.2,0,0,6.6,13.4,0.2,-12.7,-5.12,-1.48,-4.63,-3.55,4.55,2,0,5.45,-5412.889643,-17116.9632,-10594.0656,-5402.005357,-4038.144643,0.33,-0.84
+12/02/2018,11.8,12.2,8.6,11.6,12,12.8,11.6,0,0,15,-12.69,-5.14,-1.31,-4.6,-3.55,5.15,0.4,0,6.1,-5697.778571,-18017.856,-11151.648,-5686.321429,-4250.678571,0.36,-0.82
+13/02/2018,3,2.4,5.8,8,4.8,2.2,4.2,18.2,0.4,8.2,-12.71,-5.16,-1.26,-4.55,-3.56,4.55,-0.6,0,5.15,-5697.778571,-18017.856,-11151.648,-5686.321429,-4250.678571,0.32,-0.85
+14/02/2018,0.4,0,0.8,0,0.2,0,0.2,2,0,0.8,-12.73,-5.16,-1.34,-4.54,-3.57,4.7,-0.1,0,6.1,-5697.778571,-18017.856,-11151.648,-5686.321429,-4250.678571,0.31,-0.84
+15/02/2018,0,0,0,0,0,0,0,0,0,0,-12.8,-5.18,-1.41,-4.58,-3.59,3.95,0.65,0,4.25,-5697.778571,-18017.856,-11151.648,-5686.321429,-4250.678571,0.31,-0.85
+16/02/2018,0,0,0,0,0,0,0,0,10.6,0.2,-12.81,-5.2,-1.44,-4.55,-3.61,6.45,3.15,0,7.1,-5697.778571,-18017.856,-11151.648,-5686.321429,-4250.678571,0.3,-0.86
+17/02/2018,0,1.2,2.4,0.8,0.2,1,0,0,8.6,0.4,-12.78,-5.21,-1.44,-4.51,-3.6,7.45,4.45,0,7.6,-5697.778571,-18017.856,-11151.648,-5686.321429,-4250.678571,0.31,-0.83
+18/02/2018,25.6,35.8,42.8,22,32.4,36.8,20,4,0,35.6,-12.73,-5.17,-1.03,-4.46,-3.54,9.35,3.55,0,9.5,-5412.889643,-17116.9632,-10594.0656,-5402.005357,-4038.144643,0.44,-0.75
+19/02/2018,0,0,0,0,0.2,0,0,9.6,0,0,-12.72,-5.13,-1.05,-4.4,-3.54,4.95,0.95,0,6.15,-5697.778571,-18017.856,-11151.648,-5686.321429,-4250.678571,0.41,-0.8
+20/02/2018,0,0,0,0,0,0,0,0,0,0,-12.67,-5.11,-1.15,-4.32,-3.55,3.5,0.2,0,4.65,-5697.778571,-18017.856,-11151.648,-5686.321429,-4250.678571,0.37,-0.82
+21/02/2018,0,0,0,0,0,0,0,11.2,0,0,-12.65,-5.1,-1.25,-4.3,-3.55,7.35,0.35,0,7.4,-5697.778571,-18017.856,-11151.648,-5686.321429,-4250.678571,0.36,-0.83
+22/02/2018,0,0.2,0,0.2,0,0,0,41,4.2,0,-12.64,-5.1,-1.33,-4.28,-3.56,6.95,1,0,7.8,-5697.778571,-18017.856,-11151.648,-5686.321429,-4250.678571,0.36,-0.82
+23/02/2018,0,2.6,1.8,2.8,1.6,4.2,1,17.8,0,3,-12.64,-5.13,-1.38,-4.29,-3.57,7.3,0.6,0,8.2,-5697.778571,-18017.856,-11151.648,-5686.321429,-4250.678571,0.34,-0.82
+24/02/2018,2.4,9.2,6.6,5,10,18.4,5.2,48.8,3.6,9.8,-12.66,-5.13,-1.38,-4.34,-3.57,10.3,5.4,0,10.65,-5697.778571,-18017.856,-11151.648,-5686.321429,-4250.678571,0.34,-0.84
+25/02/2018,1,0.8,0.2,0.8,1.4,1.8,0.6,84.4,3.8,1.8,-12.69,-5.13,-1.41,-4.44,-3.58,4.4,-3.1,0,4.9,-5412.889643,-17116.9632,-10594.0656,-5402.005357,-4038.144643,0.31,-0.84
+26/02/2018,2,0,0,0,1.8,2.6,2.4,24.2,0,2.4,-12.68,-5.16,-1.44,-4.43,-3.59,-1.3,-7.05,0,0,-5697.778571,-18017.856,-11151.648,-5686.321429,-4250.678571,0.33,-0.85
+27/02/2018,0,0,0.2,0,0,0,0,16.4,0,0,-12.69,-5.18,-1.53,-4.42,-3.61,-2.25,-7.85,0,-1,-5697.778571,-18017.856,-11151.648,-5686.321429,-4250.678571,0.32,-0.85
+28/02/2018,0,0,0,0,0,0,0,0.8,13,0,-12.74,-5.22,-1.6,-4.48,-3.62,-2,-6.4,0,-0.1,-5697.778571,-18017.856,-11151.648,-5686.321429,-4250.678571,0.3,-0.85
+01/03/2018,0,0,0,0,0,0,0,12,36,0,-12.67,-5.24,-1.57,-4.58,-3.62,0.1,-3.3,0,0.35,-5848.745161,-17643.744,-10831.968,-5703.451613,-4435.322581,0.33,-0.83
+02/03/2018,28.6,26.8,0.8,26.6,32,29.4,25.8,23.8,24,27.2,-12.58,-5.23,-1.14,-4.49,-3.56,6.4,2.95,0,5.55,-5848.745161,-17643.744,-10831.968,-5703.451613,-4435.322581,0.41,-0.7
+03/03/2018,34.4,16,12.8,13.6,18.4,16.6,31.8,2.8,0.8,41,-12.6,-5.17,-0.84,-4.48,-3.39,5.65,3.8,0,5.85,-5848.745161,-17643.744,-10831.968,-5703.451613,-4435.322581,0.6,-0.22
+04/03/2018,22.6,26.8,22.4,25.8,25,23.2,25,13.4,0.2,26.6,-12.64,-5.05,-0.87,-4.41,-3.17,7,5.1,0,7.5,-5556.307903,-16761.5568,-10290.3696,-5418.279032,-4213.556452,0.63,-0.02
+05/03/2018,3,8.6,13,11,2.6,6.6,2.2,2.2,6.8,5.2,-12.58,-4.96,-0.79,-4.4,-3.2,8.5,3.05,0,9.55,-5848.745161,-17643.744,-10831.968,-5703.451613,-4435.322581,0.53,-0.42
+06/03/2018,3.2,2.4,4.8,2.8,2.2,2.6,2.2,1,34,3.2,-12.57,-4.91,-0.9,-4.36,-3.23,9.9,3.85,0,9.75,-5848.745161,-17643.744,-10831.968,-5703.451613,-4435.322581,0.51,-0.49
+07/03/2018,60.8,23,18,23,55,49.6,51.2,5.6,0.4,47.6,-12.61,-4.86,-0.47,-4.35,-3.08,10.75,5.2,0,11,-5848.745161,-17643.744,-10831.968,-5703.451613,-4435.322581,0.7,0.23
+08/03/2018,22.8,0,0,0,4,4.2,6.6,0.2,0,1.4,-12.69,-4.77,-0.77,-4.37,-2.91,8.8,4.7,0,9.15,-5848.745161,-17643.744,-10831.968,-5703.451613,-4435.322581,0.68,0.18
+09/03/2018,0,0,0.2,0,1.2,0.6,0.8,0,6.6,0.4,-12.72,-4.74,-0.97,-4.38,-2.95,10.95,6.4,0,10.15,-5848.745161,-17643.744,-10831.968,-5703.451613,-4435.322581,0.59,-0.1
+10/03/2018,0,0,0,0,0,0,0.2,0,54.8,0.2,-12.7,-4.72,-1.06,-4.38,-2.99,7.95,5.95,0,8.3,-5848.745161,-17643.744,-10831.968,-5703.451613,-4435.322581,0.58,-0.19
+11/03/2018,20.2,19,19.2,15.2,20.2,21.4,20.8,1.6,19.2,31.8,-12.62,-4.6,-0.96,-4.35,-2.88,11.25,7.75,0,11.55,-5556.307903,-16761.5568,-10290.3696,-5418.279032,-4213.556452,0.78,0.47
+12/03/2018,56,44.6,46,33.8,52.6,51,54.4,3.2,9.8,69.4,-12.58,-4.54,-0.54,-4.2,-2.21,10.75,5.85,0,12,-5848.745161,-17643.744,-10831.968,-5703.451613,-4435.322581,1.18,1.77
+13/03/2018,6.2,9.6,13.4,10.6,10.2,12,11,0,0.2,15,-12.59,-4.44,-0.65,-4.16,-2.13,11.2,4.95,0,10.75,-5848.745161,-17643.744,-10831.968,-5703.451613,-4435.322581,0.98,1.12
+14/03/2018,7.4,6,2.2,1.8,12.8,27.6,8.2,3,61.2,12.8,-12.6,-4.38,-0.79,-4.18,-2.18,10.95,6.05,0,11.9,-5848.745161,-17643.744,-10831.968,-5703.451613,-4435.322581,0.85,0.75
+15/03/2018,0,0.2,0,0,0,0,0,0,0.6,0,-12.54,-4.34,-0.8,-4.19,-2.24,7.55,5.75,0,8.4,-5848.745161,-17643.744,-10831.968,-5703.451613,-4435.322581,0.84,0.68
+16/03/2018,65.6,54.2,40.6,48.8,63.4,67.2,72.2,2.8,18,84.8,-12.5,-4.17,-0.55,-4.08,-1.7,12.6,5.8,0,11.85,-5848.745161,-17643.744,-10831.968,-5703.451613,-4435.322581,1.22,1.83
+17/03/2018,11.2,11.8,11.6,14,14.2,14.4,13,4.6,19.8,16,-12.42,-4.05,-0.58,-4.07,-1.74,11.35,4.75,0,11.05,-5848.745161,-17643.744,-10831.968,-5703.451613,-4435.322581,0.95,0.99
+18/03/2018,12.2,5.4,8.6,6.2,8,6.8,10.4,1,6.6,22,-12.39,-4.01,-0.58,-4.05,-1.82,9,2.75,0,9.25,-5556.307903,-16761.5568,-10290.3696,-5418.279032,-4213.556452,0.9,0.83
+19/03/2018,19.6,34.4,36,41.2,33,29.4,25,52.8,0,29.2,-12.41,-3.96,-0.43,-3.96,-1.83,6.4,1.15,0,7.3,-5848.745161,-17643.744,-10831.968,-5703.451613,-4435.322581,0.9,0.79
+20/03/2018,1.2,1.8,9.6,4,2.2,2.4,1.4,3.2,0,3,-12.42,-3.96,-0.66,-3.95,-1.93,6.05,1.7,0,7.55,-5848.745161,-17643.744,-10831.968,-5703.451613,-4435.322581,0.79,0.5
+21/03/2018,0,0,10.6,0.2,0,0,0,36.2,0,0,-12.49,-4.03,-0.85,-4.04,-2.08,6.55,0.75,0,8.2,-5848.745161,-17643.744,-10831.968,-5703.451613,-4435.322581,0.68,0.17
+22/03/2018,0,0,0.4,0,0,0,0,74,0,0,-12.45,-4.12,-1.03,-4.1,-2.23,5.55,1.55,0,7.2,-5848.745161,-17643.744,-10831.968,-5703.451613,-4435.322581,0.6,-0.12
+23/03/2018,0,0,0,0,0,0,0,41.6,0,0,-12.4,-4.2,-1.15,-4.14,-2.38,6.35,2.7,0,7.25,-5848.745161,-17643.744,-10831.968,-5703.451613,-4435.322581,0.55,-0.31
+24/03/2018,0,0,0,0,0,0,0,25.4,0,0,-12.4,-4.28,-1.23,-4.18,-2.51,7,4.5,0,7.95,-5848.745161,-17643.744,-10831.968,-5703.451613,-4435.322581,0.51,-0.48
+25/03/2018,0,0,0,0,0,0,0,44,0,0,-12.42,-4.36,-1.3,-4.23,-2.64,7.55,4.25,0,8.65,-5556.307903,-16761.5568,-10290.3696,-5418.279032,-4213.556452,0.45,-0.7
+26/03/2018,0,0,0,0,0,0,0,12,2.8,0,-12.44,-4.45,-1.35,-4.22,-2.74,8.9,5.35,0,9.75,-5848.745161,-17643.744,-10831.968,-5703.451613,-4435.322581,0.43,-0.76
+27/03/2018,0,0,0,0,0,0,0,0,0,0,-12.46,-4.51,-1.36,-4.25,-2.8,10.15,7.45,0,10.3,-5848.745161,-17643.744,-10831.968,-5703.451613,-4435.322581,0.43,-0.76
+28/03/2018,5.8,0,0,0,1,0.2,1.8,0,11.4,0,-12.44,-4.57,-1.39,-4.27,-2.86,10.95,7.6,0,12,-5848.745161,-17643.744,-10831.968,-5703.451613,-4435.322581,0.41,-0.78
+29/03/2018,4,0,0,0,4.8,0.4,7.6,0,1.6,6,-12.42,-4.62,-1.42,-4.29,-2.91,14.85,7.6,0,14.5,-5848.745161,-17643.744,-10831.968,-5703.451613,-4435.322581,0.39,-0.77
+30/03/2018,8.2,0.6,1,0.4,1.6,1.4,4,0,47,9.6,-12.4,-4.67,-1.45,-4.31,-2.94,14.8,9.9,0,15.2,-5848.745161,-17643.744,-10831.968,-5703.451613,-4435.322581,0.44,-0.78
+31/03/2018,23.8,51.4,11.4,11.6,31.2,37.4,32.8,1.6,1,29.4,-12.34,-4.69,-1.32,-4.32,-2.83,10.5,5.25,0,11.55,-5848.745161,-17643.744,-10831.968,-5703.451613,-4435.322581,0.6,-0.18
+01/04/2018,15.6,8.8,5.2,12.8,20.8,9.6,22.2,3.2,0,26.6,-12.4,-4.66,-1.22,-4.3,-2.71,11.8,6,0,12.35,-5715.174667,-15930.0864,-10394.6112,-5320.506667,-4233.295,0.62,-0.03
+02/04/2018,0,0,0,0,0,0,0,0,0,0,-12.45,-4.63,-1.29,-4.3,-2.77,12.55,8.15,0,13.3,-6015.973333,-16768.512,-10941.696,-5600.533333,-4456.1,0.55,-0.26
+03/04/2018,0,0,0,0,0,0,0,0,62.4,0,-12.45,-4.64,-1.37,-4.29,-2.84,12.9,8.35,0,13.6,-6015.973333,-16768.512,-10941.696,-5600.533333,-4456.1,0.53,-0.37
+04/04/2018,18.8,21.4,20.2,13.4,16.2,21.6,18.6,1.6,4,24.8,-12.42,-4.64,-1.16,-4.29,-2.82,11.4,7.8,0,11.6,-6015.973333,-16768.512,-10941.696,-5600.533333,-4456.1,0.6,-0.16
+05/04/2018,37.2,11.4,13.6,18,36.8,34,50.2,12,0.2,43.2,-12.4,-4.59,-1.01,-4.26,-2.31,12.7,7.4,0,13.2,-6015.973333,-16768.512,-10941.696,-5600.533333,-4456.1,1.02,1.3
+06/04/2018,2.6,0,2.2,2,0.2,0,0,0.2,0,0,-12.43,-4.53,-1.13,-4.33,-2.31,14,10.9,0,14.65,-6015.973333,-16768.512,-10941.696,-5600.533333,-4456.1,0.77,0.5
+07/04/2018,0,0,0,0.2,0,0,0,0,0,0,-12.41,-4.52,-1.26,-4.39,-2.43,14.75,12.2,0,15.6,-6015.973333,-16768.512,-10941.696,-5600.533333,-4456.1,0.66,0.15
+08/04/2018,0,0,0,0,0,0,0,0,20.4,0,-12.38,-4.51,-1.34,-4.41,-2.5,14.85,12.35,0,15.85,-5715.174667,-15930.0864,-10394.6112,-5320.506667,-4233.295,0.63,0.03
+09/04/2018,10,6.8,12.4,10.2,11.8,8.8,11.2,15.8,10.2,9.4,-12.34,-4.54,-1.24,-4.35,-2.55,12.6,8,0,13.9,-6015.973333,-16768.512,-10941.696,-5600.533333,-4456.1,0.63,0.03
+10/04/2018,7.6,7.2,14.6,6.2,8.8,11.2,7,4,8.8,9,-12.35,-4.55,-1.17,-4.3,-2.59,12.5,6.3,0,12.5,-6015.973333,-16768.512,-10941.696,-5600.533333,-4456.1,0.63,0
+11/04/2018,8.8,17.8,16.8,8.4,13,10.4,9.8,0,3.4,13,-12.3,-4.55,-1.09,-4.25,-2.63,12.4,7.4,0,12.1,-6015.973333,-16768.512,-10941.696,-5600.533333,-4456.1,0.61,-0.07
+12/04/2018,16,8.8,9.8,4.6,7.2,7.2,7,5.6,3.2,13,-12.3,-4.55,-1.09,-4.24,-2.66,14.15,8.05,0,14.75,-6015.973333,-16768.512,-10941.696,-5600.533333,-4456.1,0.61,-0.04
+13/04/2018,15.2,11.2,10.2,7.2,4.6,9.4,6.4,0,0,14.4,-12.36,-4.57,-1.15,-4.26,-2.61,13.4,8.45,0,14.15,-6015.973333,-16768.512,-10941.696,-5600.533333,-4456.1,0.67,0.19
+14/04/2018,0,0,0,0,0,0,0,0,0,0,-12.36,-4.58,-1.22,-4.34,-2.67,14.75,12.65,0,15.95,-6015.973333,-16768.512,-10941.696,-5600.533333,-4456.1,0.59,-0.1
+15/04/2018,0,0,0,0,0,0,0,0,3.4,0,-12.3,-4.61,-1.27,-4.31,-2.77,17.65,12.7,0,17.85,-5715.174667,-15930.0864,-10394.6112,-5320.506667,-4233.295,0.53,-0.35
+16/04/2018,0,0.6,0,0,0,0,0.2,4,1.2,0.2,-12.33,-4.64,-1.35,-4.33,-2.85,16.85,13.5,0,17.6,-6015.973333,-16768.512,-10941.696,-5600.533333,-4456.1,0.5,-0.48
+17/04/2018,0.2,0,0,0,0,0,0,2.8,0,2.4,-12.4,-4.69,-1.45,-4.42,-2.91,17.35,15.7,0,18.65,-6015.973333,-16768.512,-10941.696,-5600.533333,-4456.1,0.5,-0.48
+18/04/2018,0.4,0,0,0,0.2,0,0.2,1,0,0,-12.43,-4.71,-1.47,-4.48,-2.96,17.4,15.2,0,18.65,-6015.973333,-16768.512,-10941.696,-5600.533333,-4456.1,0.49,-0.53
+19/04/2018,0,0,0,0,0,0,0,0,0,0,-12.43,-4.75,-1.52,-4.53,-3,18.55,15.75,0,19.5,-6015.973333,-16768.512,-10941.696,-5600.533333,-4456.1,0.48,-0.59
+20/04/2018,0,0,0,0,0,0,0,0,0,0,-12.4,-4.78,-1.55,-4.56,-3.05,19.6,18.3,0,20.7,-6015.973333,-16768.512,-10941.696,-5600.533333,-4456.1,0.44,-0.67
+21/04/2018,0,0,0,0,0,0,0,0,0,0,-12.37,-4.81,-1.6,-4.62,-3.1,20.5,18.85,0,20.5,-6015.973333,-16768.512,-10941.696,-5600.533333,-4456.1,0.41,-0.82
+22/04/2018,0,0,0,0,0,0,0,0,0,0,-12.37,-4.85,-1.62,-4.64,-3.15,17.45,16.5,0,18.7,-5715.174667,-15930.0864,-10394.6112,-5320.506667,-4233.295,0.41,-0.87
+23/04/2018,0,0,0,0,0,0,0,0,0,0,-12.37,-4.89,-1.65,-4.64,-3.19,17.45,15.45,0,18.05,-6015.973333,-16768.512,-10941.696,-5600.533333,-4456.1,0.39,-0.9
+24/04/2018,0,0,0,0,0,0,0,0,0,0,-12.37,-4.95,-1.65,-4.59,-3.22,18.15,15.9,0,19.1,-6015.973333,-16768.512,-10941.696,-5600.533333,-4456.1,0.38,-0.91
+25/04/2018,0,0,0,0,0,0,0,0,0,0,-12.36,-4.99,-1.71,-4.62,-3.25,17.8,15.25,0,17.95,-6015.973333,-16768.512,-10941.696,-5600.533333,-4456.1,0.35,-0.91
+26/04/2018,0,0,0,0.2,0,0,0,0,0,0,-12.33,-5,-1.7,-4.6,-3.26,18.4,15.05,0,19.3,-6015.973333,-16768.512,-10941.696,-5600.533333,-4456.1,0.33,-0.92
+27/04/2018,0,0,0,0,0,0,0,0,0,0,-12.32,-5.01,-1.74,-4.6,-3.27,19.2,16.95,0,19.75,-6015.973333,-16768.512,-10941.696,-5600.533333,-4456.1,0.35,-0.91
+28/04/2018,0,0,0,0,0,0,0,0,0,0,-12.32,-5.05,-1.77,-4.67,-3.29,18.9,17.35,0,20.5,-6015.973333,-16768.512,-10941.696,-5600.533333,-4456.1,0.34,-0.92
+29/04/2018,0,0,0,0,0,0,0,0,0.4,0,-12.31,-5.09,-1.79,-4.71,-3.31,19.7,15.1,0,20.4,-5715.174667,-15930.0864,-10394.6112,-5320.506667,-4233.295,0.28,-0.93
+30/04/2018,0.2,0.8,0.2,0,1.4,2.8,0.4,0,8.8,1.4,-12.33,-5.1,-1.78,-4.71,-3.33,15.85,10.15,0,17.45,-6015.973333,-16768.512,-10941.696,-5600.533333,-4456.1,0.31,-0.92
+01/05/2018,0.6,0,0,0,0,0.4,0,0,21,1.6,-12.32,-5.12,-1.74,-4.7,-3.34,12.85,8.4,0,13.75,-5355.635484,-16907.616,-10905.408,-5690.225806,-4371.967742,0.35,-0.92
+02/05/2018,23.8,21.2,33.8,19.6,18.4,18.6,23,25,1,26.6,-12.25,-5.13,-1.64,-4.67,-3.34,14.65,10.1,0,14.35,-5355.635484,-16907.616,-10905.408,-5690.225806,-4371.967742,0.4,-0.91
+03/05/2018,9.2,4.8,5.8,4.6,8.2,4.6,8,11.8,0.2,8.8,-12.23,-5.09,-1.68,-4.59,-3.36,16.85,13.4,0,16.95,-5355.635484,-16907.616,-10905.408,-5690.225806,-4371.967742,0.35,-0.94
+04/05/2018,0,1.2,4.2,1.6,1.6,2.6,0.6,14.8,1.4,1.6,-12.27,-5.1,-1.72,-4.6,-3.38,18.65,13.1,0,19.2,-5355.635484,-16907.616,-10905.408,-5690.225806,-4371.967742,0.32,-0.95
+05/05/2018,0,0,0,0.2,0,0,0,35.6,0,0.8,-12.31,-5.13,-1.78,-4.7,-3.4,19.25,15.55,0,19.95,-5355.635484,-16907.616,-10905.408,-5690.225806,-4371.967742,0.33,-0.95
+06/05/2018,2.8,0.2,0.2,0,0,0.2,0,10.2,0.2,0,-12.32,-5.16,-1.77,-4.75,-3.42,18.55,15.75,0,18.6,-5087.85371,-16062.2352,-10360.1376,-5405.714516,-4153.369355,0.31,-0.94
+07/05/2018,0,0.2,0.8,0.4,0,0,0,0,7,0,-12.31,-5.17,-1.79,-4.74,-3.43,20.45,15.9,0,20.7,-5355.635484,-16907.616,-10905.408,-5690.225806,-4371.967742,0.31,-0.94
+08/05/2018,0.6,0.6,1.6,21.6,0,5.4,0.8,8.6,0,3,-12.26,-5.17,-1.82,-4.71,-3.44,19.95,15.7,0,20.55,-5355.635484,-16907.616,-10905.408,-5690.225806,-4371.967742,0.28,-0.93
+09/05/2018,3.2,0.4,15,1,2.8,1,3,2.6,18.6,5.2,-12.26,-5.19,-1.82,-4.69,-3.45,18.05,14.6,0,19.8,-5355.635484,-16907.616,-10905.408,-5690.225806,-4371.967742,0.33,-0.94
+10/05/2018,15.6,10.2,5.4,5.6,18.8,18.8,12.2,32.8,0,16.4,-12.29,-5.2,-1.8,-4.71,-3.45,18.7,13.15,0,19.95,-5355.635484,-16907.616,-10905.408,-5690.225806,-4371.967742,0.34,-0.92
+11/05/2018,0.4,1,0.2,0.2,3,1.4,2.2,1.2,0,0.8,-12.32,-5.21,-1.8,-4.74,-3.47,18.25,13.55,0,19.55,-5355.635484,-16907.616,-10905.408,-5690.225806,-4371.967742,0.33,-0.93
+12/05/2018,0,0,0.2,0,0,0,0,8.2,8,0,-12.32,-5.21,-1.82,-4.8,-3.49,17.75,12.75,0,19.7,-5355.635484,-16907.616,-10905.408,-5690.225806,-4371.967742,0.32,-0.95
+13/05/2018,0,0,0,0,0,0,0,0,4.8,0,-12.29,-5.23,-1.81,-4.81,-3.5,17.05,11.3,0,18.2,-5087.85371,-16062.2352,-10360.1376,-5405.714516,-4153.369355,0.3,-0.95
+14/05/2018,9,15.8,20,9.4,17.4,14.8,11.8,3,0.4,13,-12.29,-5.22,-1.75,-4.79,-3.51,11.65,6.3,0,13.85,-5355.635484,-16907.616,-10905.408,-5690.225806,-4371.967742,0.32,-0.95
+15/05/2018,1.6,1.8,7.4,6.4,0,0.2,0.4,0,0,1.6,-12.28,-5.24,-1.73,-4.76,-3.52,12.4,7.5,0,13.05,-5355.635484,-16907.616,-10905.408,-5690.225806,-4371.967742,0.29,-0.96
+16/05/2018,0,2.4,2.8,2.6,0.6,0,0.6,6.6,1.2,0,-12.3,-5.22,-1.78,-4.77,-3.54,14.2,10.9,0,15.4,-5355.635484,-16907.616,-10905.408,-5690.225806,-4371.967742,0.29,-0.96
+17/05/2018,0,0,1.8,1.2,0,0.2,0,0,0,0,-12.31,-5.25,-1.78,-4.7,-3.55,14.85,11.2,0,15.75,-5355.635484,-16907.616,-10905.408,-5690.225806,-4371.967742,0.28,-0.96
+18/05/2018,1.6,18.4,1.8,6.2,1.6,4.2,3.6,0.6,0,2.6,-12.3,-5.25,-1.83,-4.71,-3.57,17.35,14.35,0,17.9,-5355.635484,-16907.616,-10905.408,-5690.225806,-4371.967742,0.27,-0.96
+19/05/2018,0,0,0,0,0,0,0,0,1.6,0,-12.3,-5.28,-1.9,-4.79,-3.58,19.9,15.75,0,19.8,-5355.635484,-16907.616,-10905.408,-5690.225806,-4371.967742,0.25,-0.97
+20/05/2018,0,0,0,0,0,0,0,0,19,0,-12.3,-5.3,-1.89,-4.82,-3.59,19.65,16.45,0,20.75,-5087.85371,-16062.2352,-10360.1376,-5405.714516,-4153.369355,0.23,-0.97
+21/05/2018,5.4,0.2,0.8,0.2,3.6,4,2.6,1,15.4,18.2,-12.29,-5.31,-1.83,-4.78,-3.6,20.2,16.1,0,20.65,-5355.635484,-16907.616,-10905.408,-5690.225806,-4371.967742,0.29,-0.94
+22/05/2018,32.2,28,31,38.6,19.4,18.4,40.2,19.4,6,25,-12.28,-5.28,-1.56,-4.68,-3.6,17.8,12.4,0,17.45,-5355.635484,-16907.616,-10905.408,-5690.225806,-4371.967742,0.33,-0.93
+23/05/2018,3.6,5.2,13.4,6.4,7,7,6.2,6,0,2.2,-12.29,-5.28,-1.54,-4.6,-3.61,18.9,14.2,0,18.9,-5355.635484,-16907.616,-10905.408,-5690.225806,-4371.967742,0.32,-0.95
+24/05/2018,1.4,0,0.2,0,0,0,22,0,0.2,1.8,-12.3,-5.27,-1.62,-4.61,-3.63,19.1,14.6,0,20.4,-5355.635484,-16907.616,-10905.408,-5690.225806,-4371.967742,0.32,-0.95
+25/05/2018,0,0,0,0,0,0,0,0.2,0,0,-12.29,-5.28,-1.68,-4.63,-3.64,21.15,17.75,0,22.55,-5355.635484,-16907.616,-10905.408,-5690.225806,-4371.967742,0.25,-0.97
+26/05/2018,0,0,0,0,0,0,0,0.4,0,0,-12.3,-5.3,-1.75,-4.71,-3.66,22.6,20.45,0,23.35,-5355.635484,-16907.616,-10905.408,-5690.225806,-4371.967742,0.23,-0.97
+27/05/2018,0,0,0,0,0,0,0,0.2,0,0,-12.3,-5.33,-1.82,-4.78,-3.66,23.35,20.75,0,24.65,-5087.85371,-16062.2352,-10360.1376,-5405.714516,-4153.369355,0.22,-0.97
+28/05/2018,0,0,0,0,0,0,0,0,0.2,0,-12.3,-5.37,-1.82,-4.76,-3.67,23.35,18.3,0,24.4,-5355.635484,-16907.616,-10905.408,-5690.225806,-4371.967742,0.22,-0.97
+29/05/2018,0,0,0,0,0,0,0,2,6.8,0,-12.28,-5.37,-1.86,-4.76,-3.68,23.45,18.75,0,24.15,-5355.635484,-16907.616,-10905.408,-5690.225806,-4371.967742,0.22,-0.97
+30/05/2018,0,0,0.2,0,0,0,0,1,0,0,-12.28,-5.37,-1.92,-4.82,-3.69,21.85,19.15,0,21.5,-5355.635484,-16907.616,-10905.408,-5690.225806,-4371.967742,0.24,-0.96
+31/05/2018,6.4,3.2,5.2,1.2,4.4,2.8,5,9.2,0,8.4,-12.3,-5.36,-1.91,-4.84,-3.7,21.8,16.15,0,22.35,-5355.635484,-16907.616,-10905.408,-5690.225806,-4371.967742,0.23,-0.98
+01/06/2018,0,0,0,0,0,0,0,0,0.2,0,-12.31,-5.42,-1.95,-4.9,-3.71,20,14.55,0,20.8,-5958.873333,-17472.672,-11251.008,-6426.033333,-4435.866667,0.22,-0.97
+02/06/2018,0,0,0,0,0,0,0,0,0,0,-12.31,-5.41,-1.99,-4.97,-3.71,20.25,16.5,0,21.25,-5958.873333,-17472.672,-11251.008,-6426.033333,-4435.866667,0.21,-0.97
+03/06/2018,0,0,0,0,0,0,0,0,1.4,0,-12.29,-5.39,-2,-5,-3.71,21.8,19.4,0,22.45,-5660.929667,-16599.0384,-10688.4576,-6104.731667,-4214.073333,0.18,-0.98
+04/06/2018,0,0,0,0,0,0,1.2,0,0,0,-12.26,-5.4,-2.01,-4.97,-3.72,21.35,15.9,0,22.75,-5958.873333,-17472.672,-11251.008,-6426.033333,-4435.866667,0.2,-0.98
+05/06/2018,0,1.2,0,0,0,0,0,0.2,0,0,-12.26,-5.41,-2.03,-4.98,-3.73,20.2,14.85,0,21,-5958.873333,-17472.672,-11251.008,-6426.033333,-4435.866667,0.18,-0.97
+06/06/2018,0,0,0,0,0,0,0,0,4,0,-12.3,-5.47,-2.06,-5.05,-3.74,21.2,15.65,0,22.5,-5958.873333,-17472.672,-11251.008,-6426.033333,-4435.866667,0.2,-0.97
+07/06/2018,0,0,0,0,0,0,0,0,14.8,0,-12.3,-5.66,-2.07,-5.09,-3.75,21.9,17.75,0,22.85,-5958.873333,-17472.672,-11251.008,-6426.033333,-4435.866667,0.17,-0.98
+08/06/2018,3.8,7.6,6.8,4.4,5.4,4.2,5.2,10,0,5.2,-12.28,-5.48,-2.04,-5.08,-3.75,21.45,15.95,0,22.65,-5958.873333,-17472.672,-11251.008,-6426.033333,-4435.866667,0.2,-0.97
+09/06/2018,9.2,0.2,1.6,0,10.2,1.2,7.6,0,0,13.2,-12.29,-5.44,-2.06,-5.14,-3.76,21.65,14.1,0,22.6,-5958.873333,-17472.672,-11251.008,-6426.033333,-4435.866667,0.18,-0.97
+10/06/2018,0,0,0.2,0,0,0,0,0,0,0,-12.29,-5.41,-2.1,-5.21,-3.77,21.75,16.75,0,22.8,-5660.929667,-16599.0384,-10688.4576,-6104.731667,-4214.073333,0.18,-0.98
+11/06/2018,0,0,0,0,0,0,0,0,0,0,-12.28,-5.43,-2.13,-5.21,-3.78,22.15,19.65,0,22.45,-5958.873333,-17472.672,-11251.008,-6426.033333,-4435.866667,0.17,-0.99
+12/06/2018,0,0,0,0,0,0,0,0,2.4,0,-12.27,-5.44,-2.11,-5.21,-3.79,22.15,16.25,0,22.25,-5958.873333,-17472.672,-11251.008,-6426.033333,-4435.866667,0.17,-0.98
+13/06/2018,3.2,10.8,2.6,1.6,3.2,7.8,3.6,0,5.2,13,-12.26,-5.45,-1.99,-5.18,-3.79,19.7,14.4,0,19.75,-5958.873333,-17472.672,-11251.008,-6426.033333,-4435.866667,0.18,-0.97
+14/06/2018,4.8,1.2,10,2,4.2,5,17.4,36.4,0,5.4,-12.27,-5.43,-2,-5.15,-3.8,21.15,16.85,0,21.95,-5958.873333,-17472.672,-11251.008,-6426.033333,-4435.866667,0.19,-0.98
+15/06/2018,0.4,0,0,0,0.2,0,0.2,5.6,0,0.2,-12.3,-5.45,-2.08,-5.18,-3.81,21.6,18.05,0,23,-5958.873333,-17472.672,-11251.008,-6426.033333,-4435.866667,0.18,-0.98
+16/06/2018,0,0,0,0,0,0,0,0,0,0,-12.31,-5.44,-2.13,-5.27,-3.82,22.05,18,0,22.45,-5958.873333,-17472.672,-11251.008,-6426.033333,-4435.866667,0.16,-0.99
+17/06/2018,0,0,0,0,0,0,0,0,0,0,-12.33,-5.41,-2.18,-5.31,-3.83,22.15,19.45,0,23.05,-5660.929667,-16599.0384,-10688.4576,-6104.731667,-4214.073333,0.16,-0.98
+18/06/2018,0,0,0,0,0,0,0,0,0,0,-12.35,-5.44,-2.17,-5.3,-3.84,23.1,20.4,0,24.25,-5958.873333,-17472.672,-11251.008,-6426.033333,-4435.866667,0.16,-0.99
+19/06/2018,0,0,0,0,0,0,0,0,0,0,-12.37,-5.48,-2.21,-5.34,-3.85,25.05,21.1,0,25.15,-5958.873333,-17472.672,-11251.008,-6426.033333,-4435.866667,0.16,-1
+20/06/2018,0,0,0,0,0,0,0,0,13.8,0,-12.37,-5.49,-2.22,-5.41,-3.86,24.75,21.3,0,25.4,-5958.873333,-17472.672,-11251.008,-6426.033333,-4435.866667,0.15,-0.99
+21/06/2018,0,0,0,0,0,0,0,0,4.2,0,-12.36,-5.5,-2.24,-5.49,-3.87,24.85,19.3,0,25.3,-5958.873333,-17472.672,-11251.008,-6426.033333,-4435.866667,0.16,-0.99
+22/06/2018,0,0,0,0,0,0,1.4,4.4,0,0,-12.35,-5.5,-2.25,-5.57,-3.88,22.45,19,0,23.8,-5958.873333,-17472.672,-11251.008,-6426.033333,-4435.866667,0.16,-0.99
+23/06/2018,2.6,0,0,0,4.6,0,6.2,1.4,0,0.4,-12.39,-5.49,-2.31,-5.66,-3.89,21.2,17.25,0,23.75,-5958.873333,-17472.672,-11251.008,-6426.033333,-4435.866667,0.15,-0.99
+24/06/2018,0,0,0,0,0,0,0,0,1,0,-12.39,-5.5,-2.24,-5.71,-3.9,19.55,17.45,0,21.75,-5660.929667,-16599.0384,-10688.4576,-6104.731667,-4214.073333,0.15,-1
+25/06/2018,0,0,0,0,0,0,0,0,0,0,-12.38,-5.51,-2.23,-5.7,-3.91,19.15,16.1,0,20.5,-5958.873333,-17472.672,-11251.008,-6426.033333,-4435.866667,0.16,-0.99
+26/06/2018,3,6.8,0.6,0.2,1.6,0.8,1.4,0,6,0.8,-12.4,-5.47,-2.28,-5.76,-3.91,20.1,16.65,0,20.7,-5958.873333,-17472.672,-11251.008,-6426.033333,-4435.866667,0.15,-1
+27/06/2018,0,0,0,0,0,0,0,0,0.2,0,-12.38,-5.52,-2.3,-5.79,-3.92,20.85,17.2,0,22.5,-5958.873333,-17472.672,-11251.008,-6426.033333,-4435.866667,0.16,-1
+28/06/2018,4.4,1.8,5,3.6,6.8,2,7.6,0.8,0,8,-12.36,-5.5,-2.24,-5.76,-3.92,20.65,16.1,0,21.9,-5958.873333,-17472.672,-11251.008,-6426.033333,-4435.866667,0.16,-0.99
+29/06/2018,2,0,0,0,0.2,0.2,0,0,0,1.4,-12.36,-5.55,-2.26,-5.77,-3.94,22.05,18.25,0,22.3,-5958.873333,-17472.672,-11251.008,-6426.033333,-4435.866667,0.16,-0.99
+30/06/2018,0,0,0,0,0,0,0,0,0,0,-12.37,-5.5,-2.3,-5.83,-3.95,24.4,21.05,0,24.6,-5958.873333,-17472.672,-11251.008,-6426.033333,-4435.866667,0.16,-0.99
+01/07/2018,0,0,0,0,0,0,0,0,0,0,-12.39,-5.52,-2.34,-5.86,-3.96,24.15,21.8,0,24.8,-6201.097419,-16449.6528,-10794.3408,-6981.641935,-4495.4,0.16,-1
+02/07/2018,0,0,0,0,0,0,0,0,0,0,-12.41,-5.54,-2.34,-5.87,-3.97,23.8,21.2,0,24.7,-6527.470968,-17315.424,-11362.464,-7349.096774,-4732,0.15,-1
+03/07/2018,0,0,0,0,0,0,0,0,1.2,0,-12.43,-5.53,-2.4,-5.92,-3.98,24.8,20.6,0,25.15,-6527.470968,-17315.424,-11362.464,-7349.096774,-4732,0.16,-1.02
+04/07/2018,1.2,3.2,0.6,0.2,0.6,0.2,0.8,0.6,0,0.2,-12.44,-5.54,-2.41,-6.03,-3.96,25.5,19.15,0,25.85,-6527.470968,-17315.424,-11362.464,-7349.096774,-4732,0.16,-1.01
+05/07/2018,0,0,0.4,0,0,0,0,0,3.2,0,-12.43,-5.55,-2.41,-6.06,-4,24.1,20,0,25,-6527.470968,-17315.424,-11362.464,-7349.096774,-4732,0.16,-1.03
+06/07/2018,0,1.4,0.6,0,0,7.6,0,0,11.8,0.4,-12.44,-5.56,-2.34,-6.11,-4.01,24.65,19,0,25.05,-6527.470968,-17315.424,-11362.464,-7349.096774,-4732,0.15,-1.01
+07/07/2018,0.2,0,0.4,0,0,0,7.2,5.2,0.2,0,-12.47,-5.56,-2.37,-6.14,-4.01,24.3,20.05,0,25.35,-6527.470968,-17315.424,-11362.464,-7349.096774,-4732,0.14,-1
+08/07/2018,7.4,0,10.6,11.2,0.2,2,1,0.8,0,12.4,-12.46,-5.57,-2.37,-6.12,-4.01,24.5,21.05,0,25.3,-6201.097419,-16449.6528,-10794.3408,-6981.641935,-4495.4,0.13,-0.99
+09/07/2018,0,0,0,0,0,0,0,0,0,0,-12.45,-5.59,-2.34,-6.1,-4.02,25.7,21.15,0,26.9,-6527.470968,-17315.424,-11362.464,-7349.096774,-4732,0.13,-1
+10/07/2018,0,0,0,0,0,0,0,0,0,0,-12.44,-5.59,-2.4,-6.14,-4.03,24.55,20.45,0,25.1,-6527.470968,-17315.424,-11362.464,-7349.096774,-4732,0.13,-1
+11/07/2018,0,0,0,0,0.2,0.2,0,0,0,0,-12.44,-5.62,-2.42,-6.16,-4.04,24.5,19.05,0,25.65,-6527.470968,-17315.424,-11362.464,-7349.096774,-4732,0.13,-0.99
+12/07/2018,0,0,0.2,0,0,0,0,0,0,0,-12.47,-5.61,-2.44,-6.18,-4.05,22.6,18.9,0,24,-6527.470968,-17315.424,-11362.464,-7349.096774,-4732,0.14,-1
+13/07/2018,0,0,0,0,0,0,0,0,0,0,-12.49,-5.61,-2.47,-6.23,-4.06,24.9,20.5,0,25.15,-6527.470968,-17315.424,-11362.464,-7349.096774,-4732,0.13,-1
+14/07/2018,0,0,0,0,0,0,0,0,0,0,-12.49,-5.62,-2.52,-6.3,-4.07,25.4,23.05,0,25.85,-6527.470968,-17315.424,-11362.464,-7349.096774,-4732,0.11,-1.01
+15/07/2018,0,0,0,0,0,0,0,0,0.2,0,-12.48,-5.65,-2.51,-6.32,-4.07,24.2,21.75,0,25.95,-6201.097419,-16449.6528,-10794.3408,-6981.641935,-4495.4,0.12,-0.98
+16/07/2018,0,0,0,0,0,0,0,6,0,0,-12.47,-5.68,-2.46,-6.34,-4.08,23.75,17.9,0,24.1,-6527.470968,-17315.424,-11362.464,-7349.096774,-4732,0.12,-1
+17/07/2018,0.4,10.4,10.6,21,0.6,0.2,0.2,0.8,0,0.2,-12.46,-5.65,-2.46,-6.36,-4.09,23.5,18.3,0,23.8,-6527.470968,-17315.424,-11362.464,-7349.096774,-4732,0.12,-0.99
+18/07/2018,0.4,0,0,0,0,0,0,0,0,4.8,-12.48,-5.65,-2.52,-6.44,-4.1,24.75,21.4,0,25.35,-6527.470968,-17315.424,-11362.464,-7349.096774,-4732,0.13,-1.01
+19/07/2018,0,0,0,0,0,0,0,0,0,0,-12.48,-5.67,-2.55,-6.5,-4.1,24.6,21.4,0,25.05,-6527.470968,-17315.424,-11362.464,-7349.096774,-4732,0.13,-1
+20/07/2018,0,0,0,0,0,0,0,0,14.2,0,-12.48,-5.69,-2.58,-6.55,-4.1,24.6,20.05,0,25.1,-6527.470968,-17315.424,-11362.464,-7349.096774,-4732,0.12,-1
+21/07/2018,0,0,0,0,0,0,0,0,0.4,0,-12.47,-5.66,-2.6,-6.6,-4.11,23.9,20.2,0,25.15,-6527.470968,-17315.424,-11362.464,-7349.096774,-4732,0.12,-1
+22/07/2018,32.6,3.8,0,7,1.8,0.2,16,15.6,1.8,15.2,-12.48,-5.64,-2.56,-6.53,-4.11,23.9,18.3,0,24.75,-6201.097419,-16449.6528,-10794.3408,-6981.641935,-4495.4,0.14,-0.99
+23/07/2018,2.2,6.2,4,2.4,3,16.6,1.6,31,0.2,0.6,-12.48,-5.63,-2.51,-6.47,-4.12,24.8,18.8,0,24.85,-6527.470968,-17315.424,-11362.464,-7349.096774,-4732,0.13,-1
+24/07/2018,0,0,0,0,0,0,0,0,8.2,0,-12.49,-5.66,-2.55,-6.49,-4.13,25,21.85,0,25.85,-6527.470968,-17315.424,-11362.464,-7349.096774,-4732,0.12,-0.99
+25/07/2018,1,0,0,0,10,0,3.8,0,2.6,0,-12.49,-5.67,-2.59,-6.53,-4.12,24.85,21.9,0,25.2,-6527.470968,-17315.424,-11362.464,-7349.096774,-4732,0.14,-0.96
+26/07/2018,0,0,0,0,0,0,0.8,1.8,0,0,-12.5,-5.69,-2.61,-6.54,-4.14,25,23,0,26.45,-6527.470968,-17315.424,-11362.464,-7349.096774,-4732,0.12,-1
+27/07/2018,4.4,0.8,0.4,0.4,3,4.8,2.4,20,0,11.6,-12.51,-5.66,-2.56,-6.54,-4.15,26.4,22.3,0,26.45,-6527.470968,-17315.424,-11362.464,-7349.096774,-4732,0.12,-1
+28/07/2018,0,0,0,0,0,0,0,0,0.2,0,-12.52,-5.63,-2.65,-6.62,-4.15,25.15,19.8,0,25.6,-6527.470968,-17315.424,-11362.464,-7349.096774,-4732,0.12,-0.99
+29/07/2018,0,0,0.8,0,0,0,0,0,0,0,-12.54,-5.64,-2.63,-6.69,-4.16,26.6,21.25,0,26.85,-6201.097419,-16449.6528,-10794.3408,-6981.641935,-4495.4,0.12,-0.99
+30/07/2018,0,0,0,0,0,0,0,1.2,0,0,-12.54,-5.65,-2.68,-6.69,-4.17,28.15,23.7,0,28.5,-6527.470968,-17315.424,-11362.464,-7349.096774,-4732,0.11,-1
+31/07/2018,1,0,0,0,0,0,0,0,0,0,-12.56,-5.63,-2.71,-6.75,-4.18,28.65,25.7,0,28.9,-6527.470968,-17315.424,-11362.464,-7349.096774,-4732,0.1,-1
+01/08/2018,0,0,0,0,0,0,0,0,2,0,-12.58,-5.65,-2.73,-6.79,-4.19,29.05,26.75,0,29.7,-6982.206452,-17115.84,-10601.28,-7508.516129,-4255.677419,0.1,-1
+02/08/2018,0,0,0,0,6.4,0,3,6.6,0,18.2,-12.6,-5.66,-2.72,-6.79,-4.19,28.05,25.3,0,28.85,-6982.206452,-17115.84,-10601.28,-7508.516129,-4255.677419,0.11,-1
+03/08/2018,3.6,0,6.2,0,0,0,1,23.2,0,0,-12.6,-5.63,-2.71,-6.8,-4.2,27.9,24.15,0,27.95,-6982.206452,-17115.84,-10601.28,-7508.516129,-4255.677419,0.13,-1
+04/08/2018,0,0,0,0,0,0,0,4.6,0,0,-12.61,-5.66,-2.76,-6.86,-4.21,28.8,24.5,0,29.1,-6982.206452,-17115.84,-10601.28,-7508.516129,-4255.677419,0.1,-1.03
+05/08/2018,0,0,0,0,0,0,0,0,3,0,-12.62,-5.63,-2.77,-6.9,-4.22,27.65,25.2,0,28.95,-6633.096129,-16260.048,-10071.216,-7133.090323,-4042.893548,0.09,-1.02
+06/08/2018,0,0,0,0,0,0,0,0,0.6,0,-12.63,-5.63,-2.77,-6.92,-4.21,27.9,25,0,28.45,-6982.206452,-17115.84,-10601.28,-7508.516129,-4255.677419,0.1,-1.01
+07/08/2018,6.2,0,0,0,0,0,0,0,0,0,-12.63,-5.64,-2.78,-6.95,-4.18,27.2,23.25,0,28.15,-6982.206452,-17115.84,-10601.28,-7508.516129,-4255.677419,0.11,-1.01
+08/08/2018,1,0,0,0,0,0,0.2,4,0,0,-12.64,-5.64,-2.77,-6.96,-4.18,26.5,22.95,0,26.95,-6982.206452,-17115.84,-10601.28,-7508.516129,-4255.677419,0.1,-1.01
+09/08/2018,0,0,0,0,0,0,0,0,0,0,-12.65,-5.64,-2.79,-7.03,-4.19,26.3,22.95,0,27,-6982.206452,-17115.84,-10601.28,-7508.516129,-4255.677419,0.1,-1.01
+10/08/2018,0,0.4,0.2,0,0,0,0,0,0,0,-12.67,-5.64,-2.81,-7.09,-4.2,26.55,21,0,26.75,-6982.206452,-17115.84,-10601.28,-7508.516129,-4255.677419,0.09,-1.03
+11/08/2018,0,0,0,0,0,0,0,0,0,0,-12.66,-5.65,-2.84,-7.2,-4.21,25.65,20.85,0,26.25,-6982.206452,-17115.84,-10601.28,-7508.516129,-4255.677419,0.09,-1.03
+12/08/2018,0,0,0,0,0,0,0,0,1.2,0,-12.65,-5.62,-2.86,-7.19,-4.21,25.35,21.2,0,25.1,-6633.096129,-16260.048,-10071.216,-7133.090323,-4042.893548,0.09,-1.03
+13/08/2018,0,0,0,0,0,0,0,0,8,0,-12.62,-5.66,-2.86,-7.14,-4.21,22.95,20.05,0,24.3,-6982.206452,-17115.84,-10601.28,-7508.516129,-4255.677419,0.1,-1.02
+14/08/2018,0.6,1.2,4,2.4,5.4,3.2,3.2,2.4,0,2.6,-12.61,-5.61,-2.74,-7.1,-4.22,24.15,19,0,24.7,-6982.206452,-17115.84,-10601.28,-7508.516129,-4255.677419,0.12,-1.01
+15/08/2018,0.6,0,0,0.2,0.4,0,1.4,11.4,0,1.4,-12.62,-5.6,-2.75,-7.06,-4.22,23.8,19.5,0,25.1,-6982.206452,-17115.84,-10601.28,-7508.516129,-4255.677419,0.1,-1.03
+16/08/2018,0,0,0,0,0,0,0,1,0,0,-12.62,-5.62,-2.79,-7.06,-4.24,24.2,22.05,0,25.25,-6982.206452,-17115.84,-10601.28,-7508.516129,-4255.677419,0.09,-1.04
+17/08/2018,0,0,0,0,0,0,0,0,0,0,-12.62,-5.61,-2.84,-7.09,-4.24,25.15,21.75,0,25.1,-6982.206452,-17115.84,-10601.28,-7508.516129,-4255.677419,0.09,-1.04
+18/08/2018,0,0,0,0,0,0,0,0,0,0,-12.63,-5.64,-2.88,-7.15,-4.25,25.7,23.2,0,26.45,-6982.206452,-17115.84,-10601.28,-7508.516129,-4255.677419,0.09,-1.04
+19/08/2018,0.2,0,0,0,0,2.8,0,0.2,0,0,-12.63,-5.62,-2.84,-7.19,-4.26,26.9,23.85,0,27.3,-6633.096129,-16260.048,-10071.216,-7133.090323,-4042.893548,0.09,-1.04
+20/08/2018,0,0,0,0,0,0,0,0,0,0,-12.62,-5.61,-2.84,-7.22,-4.29,26.4,24.25,0,27.25,-6982.206452,-17115.84,-10601.28,-7508.516129,-4255.677419,0.09,-1.05
+21/08/2018,0,0,0,0,0,0,0,0,0.2,0,-12.63,-5.63,-2.86,-7.33,-4.34,26.7,25.15,0,27.65,-6982.206452,-17115.84,-10601.28,-7508.516129,-4255.677419,0.1,-1.05
+22/08/2018,0,0,0,0,0,0,0,0,3.8,0,-12.64,-5.64,-2.84,-7.4,-4.35,26.25,24.25,0,27.25,-6982.206452,-17115.84,-10601.28,-7508.516129,-4255.677419,0.1,-1.04
+23/08/2018,20,0,0.6,0.8,4.6,4.4,3,0.4,0,2.4,-12.62,-5.63,-2.82,-7.44,-4.35,25.9,22.8,0,25.9,-6982.206452,-17115.84,-10601.28,-7508.516129,-4255.677419,0.1,-1.03
+24/08/2018,0.2,0,0,0,2.4,0,0.8,9,2,0.2,-12.61,-5.65,-2.82,-7.47,-4.35,25.2,21.75,0,25.15,-6982.206452,-17115.84,-10601.28,-7508.516129,-4255.677419,0.1,-1.03
+25/08/2018,0,0.4,0.8,0,2.4,8.6,1.8,0.2,2.2,1.2,-12.59,-5.64,-2.81,-7.48,-4.36,25.2,19.25,0,25,-6982.206452,-17115.84,-10601.28,-7508.516129,-4255.677419,0.12,-1.02
+26/08/2018,3.6,3,0.4,0.2,1.6,1.4,5.8,7,0,3.8,-12.61,-5.62,-2.77,-7.38,-4.37,21.05,16.25,0,22.25,-6633.096129,-16260.048,-10071.216,-7133.090323,-4042.893548,0.11,-1.03
+27/08/2018,0,0,0,0,0,0,0,0,0,0,-12.66,-5.64,-2.82,-7.32,-4.38,20.05,16.85,0,20.45,-6982.206452,-17115.84,-10601.28,-7508.516129,-4255.677419,0.11,-1.04
+28/08/2018,0,0,0,0,0,0,0,0,0,0,-12.67,-5.65,-2.83,-7.38,-4.4,23.4,22.2,0,23.8,-6982.206452,-17115.84,-10601.28,-7508.516129,-4255.677419,0.1,-1.05
+29/08/2018,0,0,0,0,0,0,0,0,0,0,-12.67,-5.66,-2.88,-7.45,-4.41,23.6,20.85,0,23.8,-6982.206452,-17115.84,-10601.28,-7508.516129,-4255.677419,0.1,-1.05
+30/08/2018,0,0,0,0,0,0,0,0,7.2,0,-12.68,-5.63,-2.87,-7.5,-4.42,23.85,19.75,0,24.25,-6982.206452,-17115.84,-10601.28,-7508.516129,-4255.677419,0.1,-1.05
+31/08/2018,0,0,0.2,0,0,0,0,0,10.6,0,-12.68,-5.66,-2.83,-7.51,-4.43,22.6,17.5,0,22.65,-6982.206452,-17115.84,-10601.28,-7508.516129,-4255.677419,0.11,-1.04
+01/09/2018,14,10.2,5,13.4,29.6,27.4,21,7,5.2,9.2,-12.69,-5.54,-2.67,-7.52,-4.4,20.45,16.15,0,19.65,-7905.67,-16734.816,-11395.296,-6755.3,-4124.1,0.15,-1.01
+02/09/2018,8.2,54.4,0,4,10,22.4,5.2,5.8,0.2,28.2,-12.7,-5.57,-2.6,-7.41,-4.4,19.7,15.55,0,20.35,-7510.3865,-15898.0752,-10825.5312,-6417.535,-3917.895,0.13,-1.03
+03/09/2018,6.2,0,3.8,0.6,16.4,1.8,5.2,3.6,0,20.8,-12.69,-5.56,-2.59,-7.36,-4.41,19.5,15.6,0,19.7,-7905.67,-16734.816,-11395.296,-6755.3,-4124.1,0.12,-1.04
+04/09/2018,1.2,0.8,1,0.2,0.2,0,0.6,0,0,0.6,-12.69,-5.56,-2.62,-7.32,-4.43,19.95,16.25,0,20.5,-7905.67,-16734.816,-11395.296,-6755.3,-4124.1,0.13,-1.04
+05/09/2018,0.4,0.8,7.2,3.6,0,0,0,0,0,0,-12.69,-5.6,-2.67,-7.37,-4.44,22.35,17.35,0,22.45,-7905.67,-16734.816,-11395.296,-6755.3,-4124.1,0.11,-1.05
+06/09/2018,0,0,0,0,0,0,0,0,0,0,-12.67,-5.59,-2.67,-7.46,-4.45,22.55,19.9,0,22.75,-7905.67,-16734.816,-11395.296,-6755.3,-4124.1,0.11,-1.05
+07/09/2018,0,0,0.4,5.2,1.2,0,0,0,0,0,-12.69,-5.59,-2.69,-7.55,-4.45,22,17.95,0,22.35,-7905.67,-16734.816,-11395.296,-6755.3,-4124.1,0.11,-1.05
+08/09/2018,0.2,0,0.2,0,0,0,0,11.8,0,0,-12.73,-5.6,-2.73,-7.59,-4.46,23.05,18.3,0,23.2,-7905.67,-16734.816,-11395.296,-6755.3,-4124.1,0.1,-1.05
+09/09/2018,0,0,0,0,0,0,0,0,0,0,-12.75,-5.57,-2.77,-7.66,-4.48,23.45,20.95,0,23.3,-7510.3865,-15898.0752,-10825.5312,-6417.535,-3917.895,0.09,-1.05
+10/09/2018,0,0,0,0,0,0,0,0,0,0,-12.76,-5.58,-2.77,-7.63,-4.49,23.2,21.85,0,23.2,-7905.67,-16734.816,-11395.296,-6755.3,-4124.1,0.09,-1.06
+11/09/2018,0,0,0,0,0,0,0,0,0,0,-12.79,-5.61,-2.79,-7.64,-4.51,23.7,23.15,0,24.25,-7905.67,-16734.816,-11395.296,-6755.3,-4124.1,0.09,-1.06
+12/09/2018,0,0,0,0,0,0,0,0,0,0,-12.78,-5.67,-2.78,-7.66,-4.51,23.8,22.7,0,24.2,-7905.67,-16734.816,-11395.296,-6755.3,-4124.1,0.09,-1.06
+13/09/2018,0,0,0,0,0,0,0,0,0,0,-12.75,-5.65,-2.71,-7.62,-4.52,20.75,17.7,0,21.6,-7905.67,-16734.816,-11395.296,-6755.3,-4124.1,0.1,-1.04
+14/09/2018,0,0,0.2,0,0,0,0,0,0,0,-12.75,-5.69,-2.73,-7.65,-4.52,22.35,18.6,0,22.75,-7905.67,-16734.816,-11395.296,-6755.3,-4124.1,0.1,-1.05
+15/09/2018,0,0,0,0,0,0,0,0,0,0,-12.78,-5.59,-2.76,-7.71,-4.53,23.3,19.8,0,23.55,-7905.67,-16734.816,-11395.296,-6755.3,-4124.1,0.1,-1.05
+16/09/2018,0,0,0,0,0,0,0,0.2,0.4,1.2,-12.8,-5.63,-2.77,,,23.45,20.8,0,23.75,-7510.3865,-15898.0752,-10825.5312,-6417.535,-3917.895,0.1,-1.05
+17/09/2018,0,0.4,1.8,1.8,0,0,1.4,0.4,0,0.2,-12.8,-5.71,-2.72,,,23.65,19.75,0,24.15,-7905.67,-16734.816,-11395.296,-6755.3,-4124.1,0.1,-1.05
+18/09/2018,0,0,0.6,0.2,0,0,0,0.8,0,0,-12.8,-5.64,-2.75,,,23.4,19.05,0,23.2,-7905.67,-16734.816,-11395.296,-6755.3,-4124.1,0.1,-1.05
+19/09/2018,0,0,1.2,0,0,0,0,3.6,0,0,-12.8,-5.65,-2.75,,,24.2,20.45,0,23.8,-7905.67,-16734.816,-11395.296,-6755.3,-4124.1,0.1,-1.05
+20/09/2018,0,0,0,0,0,0,0,0,0,0,-12.79,-5.7,-2.77,,,24.8,21,0,24.35,-7905.67,-16734.816,-11395.296,-6755.3,-4124.1,0.09,-1.06
+21/09/2018,0,0,0,0,0,0,0,0.2,0,0,-12.79,-5.72,-2.82,,,23.7,21.45,0,23.75,-7905.67,-16734.816,-11395.296,-6755.3,-4124.1,0.09,-1.06
+22/09/2018,0,0,0,0,0,0,0,0,0,0,-12.81,-5.73,-2.84,,,23.05,20.1,0,23.45,-7905.67,-16734.816,-11395.296,-6755.3,-4124.1,0.08,-1.07
+23/09/2018,0,0,0,0,0,0,0,0,1.8,0,-12.81,-5.75,-2.85,,,23.35,19.85,0,23.2,-7510.3865,-15898.0752,-10825.5312,-6417.535,-3917.895,0.08,-1.06
+24/09/2018,1,2.6,0.6,0,6.2,6,2,0.8,0,4,-12.81,-5.67,-2.78,,,23.5,17.6,0,24.25,-7905.67,-16734.816,-11395.296,-6755.3,-4124.1,0.09,-1.06
+25/09/2018,0,0,0,0,0,0,0,0,0,0,-12.9,-5.71,-2.83,,,17.45,12.75,0,19.35,-7905.67,-16734.816,-11395.296,-6755.3,-4124.1,0.07,-1.08
+26/09/2018,0,0,0,0,0,0,0,0,0,0,-12.93,-5.75,-2.79,,,14.6,11.75,0,16.05,-7905.67,-16734.816,-11395.296,-6755.3,-4124.1,0.08,-1.08
+27/09/2018,0,0,0,0,0,0,0,0,0,0,-12.87,-5.71,-2.78,,,16.1,17.4,0,16.85,-7905.67,-16734.816,-11395.296,-6755.3,-4124.1,0.08,-1.09
+28/09/2018,0,0,0,0,0,0,0,0,0,0,-12.8,-5.7,-2.78,,,17.7,18.85,0,17.85,-7905.67,-16734.816,-11395.296,-6755.3,-4124.1,0.08,-1.09
+29/09/2018,0,0,0,0,0,0,0,0,0,0,-12.81,-5.67,-2.83,,,18.9,18.9,0,19.8,-7905.67,-16734.816,-11395.296,-6755.3,-4124.1,0.08,-1.09
+30/09/2018,0,0,0,0,0,0,0,0,9.2,0,-12.81,-5.73,-2.8,,,18.8,16.75,0,19.75,-7510.3865,-15898.0752,-10825.5312,-6417.535,-3917.895,0.08,-1.08
+01/10/2018,5.8,12.8,6.4,8.4,4.8,6,4,2,0,2.2,-12.75,-5.78,-2.63,,,17.25,11.55,0,16.25,-7323.783871,-15775.776,-10545.12,-6284.483871,-3604.870968,,-1.06
+02/10/2018,3.2,7.4,2.6,11,0,4.8,6.6,31.8,0,1.4,-12.81,-5.78,-2.59,,,15.2,10,0,15.7,-7323.783871,-15775.776,-10545.12,-6284.483871,-3604.870968,0.11,-1.08
+03/10/2018,0.2,0,0.4,0.2,0.2,0,0,2.6,0,0,-12.83,-5.69,-2.63,-7.91,-4.64,16.2,14.35,0,16.45,-7323.783871,-15775.776,-10545.12,-6284.483871,-3604.870968,0.1,-1.08
+04/10/2018,0,0,0,0,0,0,0,0,0,0,-12.85,-5.67,-2.66,-7.89,-4.65,18.95,16.55,0,19.05,-7323.783871,-15775.776,-10545.12,-6284.483871,-3604.870968,0.08,-1.09
+05/10/2018,0,0,0,0,0,0,0,0,4,0,-12.84,-5.73,-2.66,-7.83,-4.65,17.75,15.35,0,18.55,-7323.783871,-15775.776,-10545.12,-6284.483871,-3604.870968,0.08,-1.08
+06/10/2018,0.2,0.2,1.2,0.4,0.2,0.6,0.4,0.6,0.4,2,-12.81,-5.72,-2.65,-7.77,-4.67,16.25,11.6,0,17.25,-7323.783871,-15775.776,-10545.12,-6284.483871,-3604.870968,0.09,-1.07
+07/10/2018,2.6,2.2,9.6,7,4.2,4.4,4,12.2,0,4,-12.8,-5.73,-2.62,-7.72,-4.67,18.4,14.15,0,18.85,-6957.594677,-14986.9872,-10017.864,-5970.259677,-3424.627419,0.08,-1.07
+08/10/2018,0,0,0,0,0,0,0,0,0,0,-12.83,-5.68,-2.62,-7.7,-4.68,18.45,15.95,0,19,-7323.783871,-15775.776,-10545.12,-6284.483871,-3604.870968,0.08,-1.09
+09/10/2018,0,0,0,0,0,0,0,0,0,0,-12.84,-5.78,-2.65,-7.69,-4.69,18.7,16.25,0,19.05,-7323.783871,-15775.776,-10545.12,-6284.483871,-3604.870968,0.08,-1.09
+10/10/2018,0,0,0,0,0,0,0,0,0.4,0,-12.84,-5.81,-2.69,-7.66,-4.65,18.95,16.05,0,19.1,-7323.783871,-15775.776,-10545.12,-6284.483871,-3604.870968,0.08,-1.09
+11/10/2018,0.2,1.4,4.6,3,0.4,0.8,0,1.6,0,0.8,-12.84,-5.8,-2.66,-7.63,-4.63,18.55,13.35,0,18.35,-7323.783871,-15775.776,-10545.12,-6284.483871,-3604.870968,0.08,-1.07
+12/10/2018,1.4,2.6,4.6,3.4,0.2,0.2,0,0,0,1.8,-12.86,-5.72,-2.65,-7.62,-4.64,19.2,16.45,0,20,-7323.783871,-15775.776,-10545.12,-6284.483871,-3604.870968,0.08,-1.09
+13/10/2018,0,0,0,0,0,0,0,0,0,0,-12.85,-5.77,-2.72,-7.64,-4.64,18.1,16.55,0,17.9,-7323.783871,-15775.776,-10545.12,-6284.483871,-3604.870968,0.08,-1.09
+14/10/2018,0,0,0,0,0,0,0,0,0,0,-12.82,-5.72,-2.71,-7.64,-4.65,17.35,15.7,0,17.5,-6957.594677,-14986.9872,-10017.864,-5970.259677,-3424.627419,0.08,-1.1
+15/10/2018,0.4,0,0,0,0,0,0,0,0.8,0,-12.81,-5.8,-2.7,-7.59,-4.66,17,15.15,0,17.4,-7323.783871,-15775.776,-10545.12,-6284.483871,-3604.870968,0.08,-1.11
+16/10/2018,0,0,0,0,0,0,0,0.2,2.4,0,-12.82,-5.82,-2.69,-7.56,-4.66,18,13.85,0,17.8,-7323.783871,-15775.776,-10545.12,-6284.483871,-3604.870968,0.1,-1.1
+17/10/2018,1,0.8,2,1.2,2.6,1.2,2.8,13.2,0,2.2,-12.8,-5.82,-2.69,-7.48,-4.67,18.1,14,0,19.05,-7323.783871,-15775.776,-10545.12,-6284.483871,-3604.870968,0.09,-1.1
+18/10/2018,0,0.4,0.4,0,0.2,0,0.4,3,0,0,-12.79,-5.71,-2.72,-7.52,-4.67,19.95,16.15,0,20.75,-7323.783871,-15775.776,-10545.12,-6284.483871,-3604.870968,0.07,-1.11
+19/10/2018,0,0,0,0,0,0,0,0,0,0,-12.81,-5.73,-2.76,-7.55,-4.68,18.9,16.8,0,19.3,-7323.783871,-15775.776,-10545.12,-6284.483871,-3604.870968,0.06,-1.12
+20/10/2018,0,0,0,0,0,0,0,0,0,0,-12.84,-5.78,-2.77,-7.63,-4.69,18.25,17.4,0,18.1,-7323.783871,-15775.776,-10545.12,-6284.483871,-3604.870968,0.06,-1.12
+21/10/2018,0,0,0,0,0,0,0,0,0,0,-12.82,-5.76,-2.76,-7.63,-4.69,16.65,11.95,0,17.05,-6957.594677,-14986.9872,-10017.864,-5970.259677,-3424.627419,0.05,-1.11
+22/10/2018,0,0,0,0,0,0,0,0,0,0,-12.83,-5.73,-2.75,-7.59,-4.7,15.9,9.35,0,15.2,-7323.783871,-15775.776,-10545.12,-6284.483871,-3604.870968,0.06,-1.13
+23/10/2018,0,0,0,0,0,0,0,0,0,0,-12.83,-5.75,-2.79,-7.65,-4.7,15.3,12.4,0,15.8,-7323.783871,-15775.776,-10545.12,-6284.483871,-3604.870968,0.06,-1.13
+24/10/2018,0,0,0,0,0,0,0,0,0.2,0,-12.79,-5.83,-2.76,-7.67,-4.71,14.1,13.95,0,14.5,-7323.783871,-15775.776,-10545.12,-6284.483871,-3604.870968,0.07,-1.12
+25/10/2018,0,0,0,0,0,0,0,0,10,0,-12.8,-5.85,-2.76,-7.61,-4.69,15.7,16.25,0,15.75,-7323.783871,-15775.776,-10545.12,-6284.483871,-3604.870968,0.07,-1.13
+26/10/2018,1,0.2,0,0,0.6,0.8,0.8,0,30.4,0.8,-12.78,-5.87,-2.74,-7.57,-4.71,16.5,12.85,0,15.9,-7323.783871,-15775.776,-10545.12,-6284.483871,-3604.870968,0.07,-1.1
+27/10/2018,24.2,27.4,1.8,0,30.8,15.4,35.2,4.4,13.8,34.4,-12.71,-5.76,-2.69,-7.54,-4.68,19.05,13.25,0,19.05,-7323.783871,-15775.776,-10545.12,-6284.483871,-3604.870968,0.14,-1.09
+28/10/2018,8,0.8,0.4,0,9.8,1.4,5.6,1,75.4,5,-12.69,-5.73,-2.66,-7.57,-4.67,18.35,13.05,0,18.95,-6957.594677,-14986.9872,-10017.864,-5970.259677,-3424.627419,0.12,-1.11
+29/10/2018,50.4,22.4,38,24,32.2,22.6,26,14.4,1.8,35.8,-12.65,-5.76,-2.45,-7.58,-4.61,18.25,11.2,0,17.15,-7323.783871,-15775.776,-10545.12,-6284.483871,-3604.870968,0.23,-0.96
+30/10/2018,71.2,65.4,63.2,63,133,117.2,109.8,26,1.6,95.2,-12.75,-5.68,-2.3,-7.65,-3.9,13.95,7.7,0,13.05,-7323.783871,-15775.776,-10545.12,-6284.483871,-3604.870968,0.67,0.28
+31/10/2018,2.6,0.4,0.8,0.2,5,2.6,2,0,17.4,4.6,-12.82,-5.59,-2.4,-7.65,-3.92,13.45,9.3,0,13.3,-7323.783871,-15775.776,-10545.12,-6284.483871,-3604.870968,0.36,-0.94
+01/11/2018,27.2,9,18.2,14.4,13,12.4,12.2,7,16,27.8,-12.79,-5.54,-2.32,-7.56,-4.06,15.7,10.85,0,14.9,-6915.09,-15784.416,-10608.192,-6218.566667,-3701.2,0.4,-0.82
+02/11/2018,0,0.4,3.8,3.2,0.4,0.2,1.8,3.6,0.8,0.2,-12.79,-5.64,-2.3,-7.48,-4.1,14.7,10.55,0,14.35,-6915.09,-15784.416,-10608.192,-6218.566667,-3701.2,0.37,-1.01
+03/11/2018,27.4,22.8,33,9.4,16.2,16,17.4,7.6,7.8,27.6,-12.79,-5.67,-2.25,-7.47,-4.16,17.7,13.75,0,17.2,-6915.09,-15784.416,-10608.192,-6218.566667,-3701.2,0.34,-1.06
+04/11/2018,0,0,0,0,0,0,0.2,0.2,0.6,0,-12.75,-5.67,-2.32,-7.45,-4.24,17.05,11.55,0,16.85,-6569.3355,-14995.1952,-10077.7824,-5907.638333,-3516.14,0.3,-1.07
+05/11/2018,5.8,0.6,1,1.6,3.8,1.8,6.8,5.6,8.2,3.4,-12.75,-5.56,-2.34,-7.38,-4.27,15.95,11.4,0,16.15,-6915.09,-15784.416,-10608.192,-6218.566667,-3701.2,0.24,-1.08
+06/11/2018,4,5.6,8.8,7.2,6.4,6,5,2.2,9,6.8,-12.76,-5.52,-2.36,-7.35,-4.26,15.4,10.7,0,15.9,-6915.09,-15784.416,-10608.192,-6218.566667,-3701.2,0.23,-1.03
+07/11/2018,8.4,12.2,15.6,5.6,10,10,7.8,1.8,0,17,-12.77,-5.55,-2.26,-7.33,-4.21,14.4,9.1,0,13.9,-6915.09,-15784.416,-10608.192,-6218.566667,-3701.2,0.27,-0.98
+08/11/2018,0,0.2,0.2,0.4,0.2,0.2,0.2,0,0,0,-12.8,-5.59,-2.3,-7.35,-4.17,14.55,11.05,0,14.4,-6915.09,-15784.416,-10608.192,-6218.566667,-3701.2,0.24,-1
+09/11/2018,0,0,0.4,0,0,0,0,0,0,0,-12.77,-5.56,-2.35,-7.36,-4.19,13.55,10.5,0,13.25,-6915.09,-15784.416,-10608.192,-6218.566667,-3701.2,0.19,-1
+10/11/2018,0,0.2,0.4,0.2,0,0,0,0,9.4,0,-12.76,-5.52,-2.37,-7.37,-4.21,13.75,10.85,0,13.05,-6915.09,-15784.416,-10608.192,-6218.566667,-3701.2,0.17,-0.97
+11/11/2018,1.6,5.4,4.6,2,8.4,9.6,8,0,0,9.6,-12.8,-5.55,-2.38,-7.38,-4.52,14.1,11,0,14.55,-6569.3355,-14995.1952,-10077.7824,-5907.638333,-3516.14,0.18,-0.98
+12/11/2018,0.6,0,0.4,0,2.2,1,1,0,0,1.4,-12.84,-5.64,-2.37,-7.32,-4.58,15.2,11.85,0,14.85,-6915.09,-15784.416,-10608.192,-6218.566667,-3701.2,0.17,-0.99
+13/11/2018,0,0.2,0.4,0.2,0.2,0,0,0,0.2,0,-12.85,-5.63,-2.4,-7.3,-4.58,12.15,10.4,0,12.65,-6915.09,-15784.416,-10608.192,-6218.566667,-3701.2,0.18,-0.99
+14/11/2018,0,0,0.2,0.2,0,0,0,0,0,0,-12.84,-5.52,-2.42,-7.2,-4.57,13.9,10.2,0,13.6,-6915.09,-15784.416,-10608.192,-6218.566667,-3701.2,0.18,-0.99
+15/11/2018,0,0,0,0,0,0,0,0,0,0,-12.81,-5.54,-2.43,-7.14,-4.58,12.95,9.5,0,12.9,-6915.09,-15784.416,-10608.192,-6218.566667,-3701.2,0.17,-1.01
+16/11/2018,0,0,0,0,0,0,0,0,0,0,-12.82,-5.65,-2.43,-7.11,-4.59,9.85,6.25,0,11.15,-6915.09,-15784.416,-10608.192,-6218.566667,-3701.2,0.17,-1.01
+17/11/2018,0,0,0,0,0,0,0,0,0,0.2,-12.81,-5.6,-2.47,-7.13,-4.6,10.5,4.05,0,9.4,-6915.09,-15784.416,-10608.192,-6218.566667,-3701.2,0.15,-1.01
+18/11/2018,0,0,0,0,0,0,0,0.4,0,0,-12.77,-5.61,-2.46,-7.11,-4.6,6.4,3.05,0,7.8,-6569.3355,-14995.1952,-10077.7824,-5907.638333,-3516.14,0.13,-1.01
+19/11/2018,0,0,0,0,0,0,0,0,0.4,0,-12.7,-5.58,-2.44,-7.05,-4.6,4.75,1.95,0,5.6,-6915.09,-15784.416,-10608.192,-6218.566667,-3701.2,0.13,-1.01
+20/11/2018,0,0.6,2.2,1.4,0.4,0.2,0.4,9.8,2.6,0,-12.69,-5.69,-2.46,-7.02,-4.6,8.35,3.15,0,9.05,-6915.09,-15784.416,-10608.192,-6218.566667,-3701.2,0.14,-0.99
+21/11/2018,0,0,2,0.6,0.2,0,0,1,1.8,0,-12.76,-5.71,-2.46,-7.05,-4.61,7.15,5.7,0,8.6,-6915.09,-15784.416,-10608.192,-6218.566667,-3701.2,0.15,-0.98
+22/11/2018,3,2.2,1.2,2,2.4,2.2,3.2,1.8,54.4,4.8,-12.8,-5.72,-2.46,-7.08,-4.62,11.45,7.85,0,12,-6915.09,-15784.416,-10608.192,-6218.566667,-3701.2,0.15,-0.98
+23/11/2018,1.4,2.4,3.6,2.6,5.4,2,1.8,0,25.6,2.6,-12.8,-5.5,-2.24,-7.04,-4.58,10.35,8.45,0,10.95,-6915.09,-15784.416,-10608.192,-6218.566667,-3701.2,0.29,-0.75
+24/11/2018,83.4,93.8,27.4,19,106.4,114.4,89.8,27.4,0.2,109.4,-12.75,-4.95,-1.79,-6.98,-4.16,14.75,9.6,0,14,-6915.09,-15784.416,-10608.192,-6218.566667,-3701.2,0.75,0.43
+25/11/2018,1.8,5.6,5.8,1.6,1.2,1.2,0.4,0.6,4.8,1.2,-12.69,-5.39,-1.83,-6.89,-4.15,11.25,7.15,0,12,-6569.3355,-14995.1952,-10077.7824,-5907.638333,-3516.14,0.56,-0.38
+26/11/2018,5,6.4,8.6,6.8,0,6,5.2,1,0.2,6.2,-12.67,-5.4,-1.81,-6.83,-4.37,10.1,5.35,0,9.7,-6915.09,-15784.416,-10608.192,-6218.566667,-3701.2,0.39,-0.88
+27/11/2018,0,0.2,0.6,1.6,0,0,0,0.8,0,0.6,-12.72,-5.34,-1.93,-6.86,-4.38,9.35,6.1,0,9.3,-6915.09,-15784.416,-10608.192,-6218.566667,-3701.2,0.28,-0.93
+28/11/2018,0,0,0.2,0,0,0,0,1,0,0,-12.81,-5.31,-1.99,-6.92,-4.34,7.9,5.15,0,7.7,-6915.09,-15784.416,-10608.192,-6218.566667,-3701.2,0.27,-0.97
+29/11/2018,0,0.2,0,0.2,0,0,0,0,0,0,-12.83,-5.41,-2.04,-6.94,-4.43,6.05,5.8,0,5.9,-6915.09,-15784.416,-10608.192,-6218.566667,-3701.2,0.2,-0.98
+30/11/2018,0,0,0,0,0,0,0.2,0,0,0,-12.8,-5.38,-2.08,-6.84,-4.47,5.2,4.95,0,5.6,-6915.09,-15784.416,-10608.192,-6218.566667,-3701.2,0.2,-0.96
+01/12/2018,0,0,0,0,0,0,0,0,2,0,-12.79,-5.38,-2.14,-6.83,-4.49,9.7,6.8,0,9.8,-6406.458065,-16536.096,-10730.016,-6412.032258,-3284.741935,0.19,-0.97
+02/12/2018,0,0.2,0,0,0,0,0.2,0,4.6,0,-12.8,-5.43,-2.15,-6.83,-4.51,5.45,6.45,0,6.3,-6086.135161,-15709.2912,-10193.5152,-6091.430645,-3120.504839,0.22,-0.98
+03/12/2018,9.8,46.4,48.2,30.6,19.8,32.6,10.2,0,0,18.6,-12.75,-5.38,-1.61,-6.71,-4.52,10.1,9.05,0,10.1,-6406.458065,-16536.096,-10730.016,-6412.032258,-3284.741935,0.26,-0.93
+04/12/2018,0.2,4.6,5.4,3.4,2.4,3,0.6,0,0.2,1.4,-12.75,-5.46,-1.59,-6.6,-4.51,11.1,10.3,0,10.9,-6406.458065,-16536.096,-10730.016,-6412.032258,-3284.741935,0.24,-0.96
+05/12/2018,0.2,0.4,0,0.4,0,0,0.2,0,11.4,0.2,-12.81,-5.45,-1.72,-6.61,-4.41,8.75,10.75,0,8.4,-6406.458065,-16536.096,-10730.016,-6412.032258,-3284.741935,0.22,-0.98
+06/12/2018,5,1.2,1.6,0.8,3.6,4.6,3.6,0.6,3.8,7,-12.79,-5.47,-1.72,-6.61,-4.43,7.55,6.8,0,8.35,-6406.458065,-16536.096,-10730.016,-6412.032258,-3284.741935,0.24,-0.97
+07/12/2018,3,7,4.8,6.2,5,5,5.2,2.4,9.8,3.8,-12.78,-5.39,-1.74,-6.6,-4.44,7.85,7.35,0,8.8,-6406.458065,-16536.096,-10730.016,-6412.032258,-3284.741935,0.21,-0.97
+08/12/2018,12.4,8.6,7.4,5.8,7,9.6,8.2,7.8,1,18,-12.71,-5.36,-1.7,-6.57,-4.52,9.95,7.85,0,10.5,-6406.458065,-16536.096,-10730.016,-6412.032258,-3284.741935,0.28,-0.95
+09/12/2018,0,0.2,0.8,0.6,0.2,0.4,0,0,0,0.4,-12.7,-5.4,-1.69,-6.52,-4.5,9.4,7.45,0,10.35,-6086.135161,-15709.2912,-10193.5152,-6091.430645,-3120.504839,0.29,-0.96
+10/12/2018,0.2,0.6,1,0.6,0.4,0.6,0.8,2.2,0,0.2,-12.73,-5.4,-1.76,-6.49,-4.48,8.25,8,0,9.4,-6406.458065,-16536.096,-10730.016,-6412.032258,-3284.741935,0.26,-0.98
+11/12/2018,0,0,0,0,0,0,0,0,0,0,-12.76,-5.41,-1.85,-6.49,-4.53,5.55,4.85,0,5.3,-6406.458065,-16536.096,-10730.016,-6412.032258,-3284.741935,0.22,-0.99
+12/12/2018,0,0,0,0,0,0,0,0,0.2,0,-12.76,-5.36,-1.88,-6.5,-4.54,1.4,1.55,0,2.7,-6406.458065,-16536.096,-10730.016,-6412.032258,-3284.741935,0.22,-0.98
+13/12/2018,0.8,0.8,0,1.4,0.6,0.4,0.4,2.6,0,1.4,-12.72,-5.45,-1.93,-6.47,-4.54,6.05,-0.05,0,6.4,-6406.458065,-16536.096,-10730.016,-6412.032258,-3284.741935,0.22,-0.98
+14/12/2018,0,0,1.2,0,0,0,0,0,0,0,-12.72,-5.5,-1.98,-6.44,-4.53,3.85,-0.6,0,4.4,-6406.458065,-16536.096,-10730.016,-6412.032258,-3284.741935,0.21,-0.98
+15/12/2018,0,0,0,0,0,0,0,0,8.8,0,-12.77,-5.48,-2.04,-6.53,-4.54,2.15,-0.8,0,2.8,-6406.458065,-16536.096,-10730.016,-6412.032258,-3284.741935,0.18,-0.98
+16/12/2018,0,0,0,0,0,0,0,0,1.8,0,-12.76,-5.39,-2.02,-6.55,-4.55,-0.6,0.45,0,0.95,-6086.135161,-15709.2912,-10193.5152,-6091.430645,-3120.504839,0.19,-0.98
+17/12/2018,13.2,23.2,23.8,18.2,14,15.6,12,8,0,19.2,-12.76,-5.43,-1.72,-6.48,-4.55,4.85,1.3,0,5.1,-6406.458065,-16536.096,-10730.016,-6412.032258,-3284.741935,0.2,-0.97
+18/12/2018,0,0,5.8,0,0,0.2,0,4.4,5.2,0,-12.82,-5.47,-1.72,-6.47,-4.56,5.1,4.6,0,4.2,-6406.458065,-16536.096,-10730.016,-6412.032258,-3284.741935,0.17,-0.98
+19/12/2018,0.2,0.2,0.8,0.6,0,0,0.2,0,10.6,0.2,-12.79,-5.46,-1.77,-6.49,-4.57,2.4,4.1,0,3.4,-6406.458065,-16536.096,-10730.016,-6412.032258,-3284.741935,0.18,-0.98
+20/12/2018,16,9.4,9.6,17.6,10.6,12.2,13.6,0,2.8,21,-12.79,-5.41,-1.59,-6.42,-4.57,7.85,4.7,0,8.15,-6406.458065,-16536.096,-10730.016,-6412.032258,-3284.741935,0.21,-0.97
+21/12/2018,0.8,0,0,0,0,0,0.2,0,10.8,0.2,-12.82,-5.39,-1.63,-6.34,-4.57,8.75,5.25,0,8.9,-6406.458065,-16536.096,-10730.016,-6412.032258,-3284.741935,0.2,-0.98
+22/12/2018,12.2,7.4,7.6,4.4,17.2,24,11,0,0,16.2,-12.8,-5.4,-1.6,-6.34,-4.53,11.4,7.85,0,12.15,-6406.458065,-16536.096,-10730.016,-6412.032258,-3284.741935,0.29,-0.89
+23/12/2018,0.6,11,7.2,6.6,6.4,6.8,3.2,0,0,3.2,-12.8,-5.42,-1.52,-6.29,-4.5,12.9,8.55,0,13.2,-6086.135161,-15709.2912,-10193.5152,-6091.430645,-3120.504839,0.33,-0.94
+24/12/2018,0,1.6,1.8,1.4,0,0.4,0,0,0,0.4,-12.77,-5.43,-1.57,-6.18,-4.47,10.7,6.45,0,10.6,-6406.458065,-16536.096,-10730.016,-6412.032258,-3284.741935,0.29,-0.96
+25/12/2018,0,0.2,0.2,0.2,0.2,0.4,0,0,0,0.4,-12.85,-5.32,-1.68,-6.2,-4.43,7.25,4.75,0,6.85,-6406.458065,-16536.096,-10730.016,-6412.032258,-3284.741935,0.23,-0.98
+26/12/2018,0.2,0,0,0,0.2,0,0.2,0,0,0,-12.86,-5.31,-1.7,-6.13,-4.43,4.7,4.7,0,4.95,-6406.458065,-16536.096,-10730.016,-6412.032258,-3284.741935,0.21,-0.98
+27/12/2018,0.2,0.2,0.2,0.2,0,0,0,0,0,0.2,-12.83,-5.35,-1.77,-6.05,-4.42,5.45,5.25,0,5.75,-6406.458065,-16536.096,-10730.016,-6412.032258,-3284.741935,0.21,-0.97
+28/12/2018,0,0,0.2,0,0,0,0.2,0,0,0,-12.82,-5.39,-1.81,-5.99,-4.42,7.3,5.2,0,6.3,-6406.458065,-16536.096,-10730.016,-6412.032258,-3284.741935,0.18,-0.96
+29/12/2018,0,0,0.4,0,0,0,0,0,0.2,0.2,-12.82,-5.37,-1.86,-6,-4.41,8.25,6.25,0,6.7,-6406.458065,-16536.096,-10730.016,-6412.032258,-3284.741935,0.18,-0.96
+30/12/2018,0,0,0.2,0,0,0,0,0,0,0,-12.81,-5.37,-1.88,-5.99,-4.41,6.9,8.05,0,7.45,-6086.135161,-15709.2912,-10193.5152,-6091.430645,-3120.504839,0.18,-0.96
+31/12/2018,0,0.2,0,0.2,0,0,0,0,0,0.2,-12.82,-5.42,-1.91,-5.96,-4.41,5.3,6.55,0,5.5,-6406.458065,-16536.096,-10730.016,-6412.032258,-3284.741935,0.18,-0.97
+01/01/2019,0.2,0.2,0,0.2,0,0,0.2,0,0,0,-12.82,-5.46,-1.94,-5.97,-4.42,5.6,4.65,0,5.6,-6975.903226,-16974.46695,-11258.784,-6197.83871,-3224.354839,0.18,-0.98
+02/01/2019,0.2,0.2,0,0,0,0,0.2,0,0,0,-12.77,-5.47,-1.92,-5.87,-4.43,6.15,4.9,0,7.25,-6975.903226,-16974.46695,-11258.784,-6197.83871,-3224.354839,0.17,-0.98
+03/01/2019,0,0,0,0,0,0,0.2,0,0,0,-12.83,-5.41,-1.98,-5.9,-4.48,1.75,0.65,0,2.7,-6975.903226,-16974.46695,-11258.784,-6197.83871,-3224.354839,0.18,-0.98
+04/01/2019,0,0,0,0,0,0,0,0,0,0,-12.84,-5.42,-2,-5.96,-4.51,-0.5,-0.2,0,0.85,-6975.903226,-16974.46695,-11258.784,-6197.83871,-3224.354839,0.17,-0.99
+05/01/2019,0,0,0,0.2,0,0,0,0,0,0,-12.8,-5.48,-2.06,-6.05,-4.52,0.65,2,0,1.5,-6975.903226,-16974.46695,-11258.784,-6197.83871,-3224.354839,0.18,-0.99
+06/01/2019,0,0,0,0,0,0,0,0,0,0,-12.8,-5.48,-2.07,-6.09,-4.53,3.95,6.35,0,4.35,-6627.108065,-16125.74361,-10695.8448,-5887.946774,-3063.137097,0.17,-0.99
+07/01/2019,0,0,0,0,0,0,0,0,0,0.2,-12.84,-5.48,-2.05,-6.09,-4.54,3.2,6.7,0,3.55,-6975.903226,-16974.46695,-11258.784,-6197.83871,-3224.354839,0.17,-0.99
+08/01/2019,0.2,0.2,0,0.2,0,0,0.2,0,0,0,-12.78,-5.45,-2.06,-6.09,-4.55,1.35,3.7,0,2.6,-6975.903226,-16974.46695,-11258.784,-6197.83871,-3224.354839,0.17,
+09/01/2019,0,0,0.2,0,0,0,0,0,0,0.4,-12.7,-5.55,-2.07,-6.02,-4.56,3.55,3.3,0,5.3,-6975.903226,-16974.46695,-11258.784,-6197.83871,-3224.354839,0.17,-1
+10/01/2019,0.2,0.2,0,0.2,0,0,0.2,0,0,0.2,-12.76,-5.6,-2.1,-6.06,-4.57,3.7,1.85,0,4.25,-6975.903226,-16974.46695,-11258.784,-6197.83871,-3224.354839,0.16,-1.01
+11/01/2019,0,0,0,0,0,0,0,0,0,0,-12.85,-5.6,-2.13,-6.12,-4.58,1.9,0.7,0,3.1,-6975.903226,-16974.46695,-11258.784,-6197.83871,-3224.354839,0.16,-1.01
+12/01/2019,0,0,0,0,0,0,0,0,0,0,-12.89,-5.49,-2.16,-6.21,-4.58,1.35,1.85,0,1.55,-6975.903226,-16974.46695,-11258.784,-6197.83871,-3224.354839,0.16,-1
+13/01/2019,0,0,0,0,0,0,0,0,0,0,-12.86,-5.5,-2.14,-6.26,-4.6,4.6,4.35,0,4.65,-6627.108065,-16125.74361,-10695.8448,-5887.946774,-3063.137097,0.16,-1.01
+14/01/2019,0,0,0,0,0,0,0,0,0,0,-12.84,-5.57,-2.14,-6.25,-4.6,9.35,8.15,0,9.45,-6975.903226,-16974.46695,-11258.784,-6197.83871,-3224.354839,0.16,-1.01
+15/01/2019,0,0,0,0,0,0,0,0,1.8,0,-12.94,-5.57,-2.15,-6.45,-4.61,6.15,5,0,6.45,-6975.903226,-16974.46695,-11258.784,-6197.83871,-3224.354839,0.15,-1.01
+16/01/2019,0,0,0,0,0,0,0,0,19,0,-12.94,-5.54,-2.18,-6.52,-4.62,5.95,5.45,0,6.4,-6975.903226,-16974.46695,-11258.784,-6197.83871,-3224.354839,0.14,-1.01
+17/01/2019,3,4.4,3,2.8,8,7.6,6.8,0,3.4,5.2,-12.89,-5.54,-2.11,-6.52,-4.62,8,4.8,0,8.8,-6975.903226,-16974.46695,-11258.784,-6197.83871,-3224.354839,0.16,-0.98
+18/01/2019,23.2,33.2,23.6,27.4,24.2,22,22.8,0,0,24.8,-12.85,-5.55,-1.19,-6.37,-4.59,7.9,3.35,0,8.35,-6975.903226,-16974.46695,-11258.784,-6197.83871,-3224.354839,0.19,-0.97
+19/01/2019,0,0,0,0.8,0,0,0.2,0.2,0.4,0.2,-12.87,-5.48,-1.3,-6.25,-4.6,6.25,1.8,0,6.9,-6975.903226,-16974.46695,-11258.784,-6197.83871,-3224.354839,0.19,-0.98
+20/01/2019,0,0.6,0,0.6,0.4,0.4,0.2,0,0,0.2,-12.87,-5.53,-1.45,-6.1,-4.61,7,1.8,0,7.05,-6627.108065,-16125.74361,-10695.8448,-5887.946774,-3063.137097,0.15,-0.98
+21/01/2019,0,0,1,0,0,0.2,0.2,0,0,0,-12.87,-5.56,-1.53,-5.98,-4.62,4.85,0.8,0,5.8,-6975.903226,-16974.46695,-11258.784,-6197.83871,-3224.354839,0.15,-0.98
+22/01/2019,0.2,0,0,0,0,0,0,3.8,1,0,-12.81,-5.52,-1.64,-5.85,-4.62,4.85,-1.05,0,5.45,-6975.903226,-16974.46695,-11258.784,-6197.83871,-3224.354839,0.15,-0.98
+23/01/2019,0.2,2.2,0.2,2.4,1.8,2.6,1.4,6,2.4,1.6,-12.74,-5.52,-1.68,-5.74,-4.62,2.75,-2.45,0,3.25,-6975.903226,-16974.46695,-11258.784,-6197.83871,-3224.354839,,-0.98
+24/01/2019,4.4,6.8,0,6.8,4.6,3.6,3.4,10,0,6,-12.75,-5.49,-1.7,-5.71,-4.62,4.65,-0.3,0,5.3,-6975.903226,-16974.46695,-11258.784,-6197.83871,-3224.354839,0.13,-0.99
+25/01/2019,0,0,8.8,0,0,0,0,0.6,0,0,-12.83,-5.6,-1.76,-5.76,-4.63,3.4,0.6,0,4.05,-6975.903226,-16974.46695,-11258.784,-6197.83871,-3224.354839,0.13,-1
+26/01/2019,0,0.2,2,0,0,0,0,2.8,30.6,0,-12.87,-5.62,-1.81,-5.83,-4.64,2.65,2.25,0,3.8,-6975.903226,-16974.46695,-11258.784,-6197.83871,-3224.354839,0.13,-1
+27/01/2019,0,0.2,2.4,0,0,0,0,0,3.2,0,-12.81,-5.57,-1.85,-5.76,-4.65,4.25,3.35,0,5.3,-6627.108065,-16125.74361,-10695.8448,-5887.946774,-3063.137097,0.15,-0.99
+28/01/2019,43.6,4.2,6.4,7.6,31.4,28.6,47,0.2,0,41.8,-12.78,-5.51,-1.77,-5.67,-4.6,7.25,1.85,0,6.9,-6975.903226,-16974.46695,-11258.784,-6197.83871,-3224.354839,0.3,-0.95
+29/01/2019,0,0,0,0,0,0.6,0,0.2,0.6,1.2,-12.85,-5.49,-1.78,-5.72,-4.51,5.15,1.9,0,5.6,-6975.903226,-16974.46695,-11258.784,-6197.83871,-3224.354839,0.24,-0.97
+30/01/2019,0.2,0.2,0,0,0,0,0.2,0,14,0.2,-12.81,-5.58,-1.77,-5.65,-4.57,1.8,-1.2,0,2.55,-6975.903226,-16974.46695,-11258.784,-6197.83871,-3224.354839,0.21,-0.97
+31/01/2019,4.4,12.2,0,11.4,4.2,9.6,3.4,10.2,98.8,6.2,-12.83,-5.56,-1.62,-5.6,-4.53,1.65,1.1,0,2.45,-6975.903226,-16974.46695,-11258.784,-6197.83871,-3224.354839,0.22,-0.96
+01/02/2019,29.2,34.2,38.2,32,33.8,30.8,32.2,0,56.6,41.6,-12.78,-5.52,-1,-5.61,-4.42,8.8,6.4,0,8.8,-6474.235714,-16422.76461,-10885.536,-5956.035714,-3665.142857,0.59,0.03
+02/02/2019,134.8,39.4,25,21.8,116.2,63.4,81.4,41.4,7,163.8,-12.77,-5.34,-0.43,-5.37,-2.41,10.1,5.3,0,10.15,-6474.235714,-16422.76461,-10885.536,-5956.035714,-3665.142857,1.87,3.69
+03/02/2019,13.8,8.2,18.6,16,16.2,13,15.4,1.6,0,21.8,-12.83,-5.09,-0.65,-5.23,-2.51,8.9,3.2,0,8.6,-6150.523929,-15601.62638,-10341.2592,-5658.233929,-3481.885714,0.99,1.2
+04/02/2019,1.8,3.4,3.6,2.6,8.4,6.6,7.2,9.2,0,6,-12.95,-5.07,-0.73,-5.29,-2.71,7.35,4.25,0,8.3,-6474.235714,-16422.76461,-10885.536,-5956.035714,-3665.142857,0.67,0.22
+05/02/2019,0,0,0,0,0,0,0.2,0.6,0,0,-12.96,-5.02,-1.05,-5.39,-3.01,6.1,5.6,0,6.2,-6474.235714,-16422.76461,-10885.536,-5956.035714,-3665.142857,0.54,-0.25
+06/02/2019,0,0.2,0,0.2,0,0,0,1.6,0,0,-12.95,-4.91,-1.2,-5.29,-3.28,8.3,6.85,0,8.75,-6474.235714,-16422.76461,-10885.536,-5956.035714,-3665.142857,0.46,-0.64
+07/02/2019,0,0,0,0,0,0,0.2,5.4,0,0,-12.93,-4.97,-1.3,-5.19,-3.48,6.2,5.55,0,6.2,-6474.235714,-16422.76461,-10885.536,-5956.035714,-3665.142857,0.39,-0.73
+08/02/2019,0,0,1.4,0.4,0,0,0,0,0,0,-12.93,-5.03,-1.4,-5.14,-3.71,8.7,5.9,0,9.15,-6474.235714,-16422.76461,-10885.536,-5956.035714,-3665.142857,0.35,-0.77
+09/02/2019,0,0,0,0,0,0,0,0,9.8,0,-12.94,-5,-1.49,-5.14,-3.79,5,4.6,0,5.85,-6474.235714,-16422.76461,-10885.536,-5956.035714,-3665.142857,0.35,-0.8
+10/02/2019,2,2,3.8,0.8,1.6,1,0.8,0,3.6,2.4,-12.89,-5.04,-1.52,-5.11,-3.83,9.8,5.35,0,10.45,-6150.523929,-15601.62638,-10341.2592,-5658.233929,-3481.885714,0.32,-0.83
+11/02/2019,6.6,1.8,0.8,0.6,4,2.6,7.4,4.4,0,12.4,-12.86,-5.02,-1.53,-5.04,-3.86,11.05,5.55,0,10.15,-6474.235714,-16422.76461,-10885.536,-5956.035714,-3665.142857,0.35,-0.83
+12/02/2019,0,0,0,0,0,0,0,0,0,0,-12.96,-5.16,-1.61,-5.08,-3.9,6.85,5.05,0,8.15,-6474.235714,-16422.76461,-10885.536,-5956.035714,-3665.142857,0.34,-0.86
+13/02/2019,0,0,0,0,0,0,0,0,0,0,-13.02,-5.21,-1.66,-5.14,-3.94,6.75,5.65,0,6.95,-6474.235714,-16422.76461,-10885.536,-5956.035714,-3665.142857,0.28,-0.87
+14/02/2019,0,0,0,0,0,0,0,0,0,0,-13.01,-5.22,-1.69,-5.16,-3.96,7.75,8.7,0,8.15,-6474.235714,-16422.76461,-10885.536,-5956.035714,-3665.142857,0.27,-0.87
+15/02/2019,0,0,0,0.2,0,0,0,0,0,0,-12.99,-5.14,-1.73,-5.13,-3.97,8.2,11,0,9.3,-6474.235714,-16422.76461,-10885.536,-5956.035714,-3665.142857,0.27,-0.88
+16/02/2019,0,0,0,0,0,0,0,0,0,0,-12.98,-5.19,-1.76,-5.17,-4,9.15,9.65,0,10.2,-6474.235714,-16422.76461,-10885.536,-5956.035714,-3665.142857,0.25,-0.89
+17/02/2019,0,0,0,0,0,0,0,0,0,0,-12.96,-5.25,-1.78,-5.18,-4.01,6.9,7.75,0,8.1,-6150.523929,-15601.62638,-10341.2592,-5658.233929,-3481.885714,0.23,-0.9
+18/02/2019,0,0,0,0,0,0,0,0,0,0,-12.93,-5.25,-1.76,-5.13,-4.01,7.65,6,0,9.5,-6474.235714,-16422.76461,-10885.536,-5956.035714,-3665.142857,0.23,-0.9
+19/02/2019,0,0,0,0,0,0,0,0,0,0,-12.91,-5.3,-1.76,-5.11,-4.02,7.45,3.7,0,8.65,-6474.235714,-16422.76461,-10885.536,-5956.035714,-3665.142857,0.27,-0.9
+20/02/2019,0,0,0,0,0,0,0,0,0,0,-12.92,-5.28,-1.82,-5.13,-4.04,9.2,6.25,0,10.5,-6474.235714,-16422.76461,-10885.536,-5956.035714,-3665.142857,0.22,-0.93
+21/02/2019,0,0,0,0.2,0,0,0,0,0,0,-12.93,-5.37,-1.9,-5.2,-4.04,7.6,6.35,0,8.55,-6474.235714,-16422.76461,-10885.536,-5956.035714,-3665.142857,0.21,-0.91
+22/02/2019,0,0.2,0,0,0,0,0,0,0.2,0,-12.91,-5.35,-1.87,-5.23,-4.05,10.05,8.05,0,11,-6474.235714,-16422.76461,-10885.536,-5956.035714,-3665.142857,0.22,-0.92
+23/02/2019,0,0,0,0,0,0,0,0,0,0,-12.94,-5.39,-1.9,-5.27,-4.07,6.5,4.2,0,7.65,-6474.235714,-16422.76461,-10885.536,-5956.035714,-3665.142857,0.2,-0.91
+24/02/2019,0,0,0,0,0,0,0,0,0,0,-12.95,-5.34,-1.91,-5.32,-4.08,8.1,3.6,0,7.6,-6150.523929,-15601.62638,-10341.2592,-5658.233929,-3481.885714,0.2,-0.91
+25/02/2019,0,0,0,0,0,0,0,0,0,0,-12.93,-5.35,-1.91,-5.32,-4.08,9.1,8.05,0,10.5,-6474.235714,-16422.76461,-10885.536,-5956.035714,-3665.142857,0.2,-0.91
+26/02/2019,0,0,0,0,0,0,0,0,0,0,-12.9,-5.38,-1.92,-5.32,-4.09,12.2,10.75,0,12,-6474.235714,-16422.76461,-10885.536,-5956.035714,-3665.142857,0.18,-0.92
+27/02/2019,0,0,0,0,0,0,0,0,0,0,-12.87,-5.38,-1.94,-5.32,-4.09,11.1,13.85,0,11.75,-6474.235714,-16422.76461,-10885.536,-5956.035714,-3665.142857,0.19,-0.92
+28/02/2019,0,0,0,0,0,0,0,0,0,0,-12.85,-5.39,-1.95,-5.36,-4.1,10.4,8.6,0,11.25,-6474.235714,-16422.76461,-10885.536,-5956.035714,-3665.142857,0.19,-0.91
+01/03/2019,0,0,0,0,0,0,0,0,0,0,-12.8,-5.44,-1.94,-5.33,-4.1,8.6,5.4,0,10.3,-6916.158065,-16140.99087,-9702.72,-5922.483871,-3500.774194,0.19,-0.9
+02/03/2019,0,0,0.4,0.4,0,0,0,0,0,0,,-5.53,-2,-5.39,-4.11,10.1,8.65,0,9.75,-6916.158065,-16140.99087,-9702.72,-5922.483871,-3500.774194,0.18,-0.92
+03/03/2019,0,0,0,0,0,0,0,0,0.4,0,,-5.51,-2.01,-5.46,-4.12,9.7,9.05,0,10.65,-6570.350161,-15333.94133,-9217.584,-5626.359677,-3325.735484,0.18,-0.92
+04/03/2019,0,0,0,0,0,0,0,0,0.2,0,,-5.43,-1.99,-5.44,-4.12,10,7,0,10.8,-6916.158065,-16140.99087,-9702.72,-5922.483871,-3500.774194,0.17,-0.92
+05/03/2019,0,0.2,0.2,0,0.2,0.2,0.6,0,0,0.8,,-5.44,-2,-5.44,-4.12,11.05,6.85,0,12.4,-6916.158065,-16140.99087,-9702.72,-5922.483871,-3500.774194,0.17,-0.91
+06/03/2019,0,0,0.2,0,0,0,0,0,2.6,0,,-5.46,-2.03,-5.48,-4.13,10.75,7.7,0,11.55,-6916.158065,-16140.99087,-9702.72,-5922.483871,-3500.774194,0.18,-0.92
+07/03/2019,0.2,0,0,0,0,0,0,0,0,0.4,,-5.5,-2.02,-5.47,-4.14,14.5,7.8,0,14.3,-6916.158065,-16140.99087,-9702.72,-5922.483871,-3500.774194,0.18,-0.91
+08/03/2019,3.2,1,0.4,0,4,2,2.8,0,0,3,,-5.5,-2.05,-5.49,-4.15,11.65,7.5,0,11.85,-6916.158065,-16140.99087,-9702.72,-5922.483871,-3500.774194,0.18,-0.93
+09/03/2019,0,0,0.2,0,0,0,0,0,5.6,0.2,,-5.51,-2.08,-5.57,-4.16,9,6.1,0,10.7,-6916.158065,-16140.99087,-9702.72,-5922.483871,-3500.774194,0.18,-0.93
+10/03/2019,0.2,0,0,0,0,0,0,0,1.4,1.2,,-5.54,-2.06,-5.54,-4.16,11.05,7.15,0,12.75,-6570.350161,-15333.94133,-9217.584,-5626.359677,-3325.735484,0.17,-0.92
+11/03/2019,1.8,6.4,2,1.6,8,6.8,4.4,0,0,5.8,,-5.61,-2.03,-5.53,-4.15,14.45,5.75,0,14.25,-6916.158065,-16140.99087,-9702.72,-5922.483871,-3500.774194,0.17,-0.92
+12/03/2019,0.8,0,0.6,0,1.8,0.6,0.6,2.4,16.4,1.8,,-5.58,-2.09,-5.75,-4.17,7.25,5.5,0,9.55,-6916.158065,-16140.99087,-9702.72,-5922.483871,-3500.774194,0.18,-0.94
+13/03/2019,5.8,3.4,3,1.2,6.6,5.6,4.8,0,0,8.8,,-5.47,-2.04,-5.85,-4.16,5.9,3.75,0,7.1,-6916.158065,-16140.99087,-9702.72,-5922.483871,-3500.774194,0.2,-0.9
+14/03/2019,19.4,18,13,10,27.2,21.8,22,0,0,24.2,-12.71,-5.49,-2,-5.94,-4.18,7.65,5.75,0,8.65,-6916.158065,-16140.99087,-9702.72,-5922.483871,-3500.774194,0.21,-0.91
+15/03/2019,0,0,0,0,0,0,0,0,0,0,-12.72,-5.52,-2.07,-5.84,-4.2,11.95,6.7,0,11.7,-6916.158065,-16140.99087,-9702.72,-5922.483871,-3500.774194,0.18,-0.92
+16/03/2019,0,0,0,0,0,0,0,0,0,0,-12.75,-5.55,-2.1,-5.81,-4.22,12.4,10.1,0,12.8,-6916.158065,-16140.99087,-9702.72,-5922.483871,-3500.774194,0.17,-0.91
+17/03/2019,0,0,0,0,0,0,0,0,8.4,0,-12.74,-5.52,-2.11,-5.8,-4.23,14.25,7.75,0,13.95,-6570.350161,-15333.94133,-9217.584,-5626.359677,-3325.735484,0.17,-0.92
+18/03/2019,4.6,1.4,1,0.6,2.6,0.8,5.8,0,0,7.2,-12.72,-5.49,-2.06,-5.73,-4.23,12.15,6.65,0,13.75,-6916.158065,-16140.99087,-9702.72,-5922.483871,-3500.774194,0.17,-0.91
+19/03/2019,0,0,0.2,0,0.2,2.8,0,10.8,0,3.4,-12.78,-5.55,-2.1,-5.71,-4.24,8.8,4.8,0,10.2,-6916.158065,-16140.99087,-9702.72,-5922.483871,-3500.774194,0.17,-0.92
+20/03/2019,0,0,0,0,0,0,0,8.4,0,0,-12.82,-5.65,-2.13,-5.74,-4.26,9.3,5.25,0,10.45,-6916.158065,-16140.99087,-9702.72,-5922.483871,-3500.774194,0.16,-0.92
+21/03/2019,0,0,0,0,0,0,0,0,0,0,-12.82,-5.64,-2.15,-5.76,-4.26,11.9,7,0,11.15,-6916.158065,-16140.99087,-9702.72,-5922.483871,-3500.774194,0.16,-0.94
+22/03/2019,0,0,0,0,0,0,0,0,0,0,-12.81,-5.54,-2.16,-5.75,-4.26,12.55,10.8,0,14.15,-6916.158065,-16140.99087,-9702.72,-5922.483871,-3500.774194,0.15,-0.92
+23/03/2019,0,0,0,0,0,0,0,0,0,0,-12.78,-5.63,-2.17,-5.8,-4.27,13.45,13.4,0,14.45,-6916.158065,-16140.99087,-9702.72,-5922.483871,-3500.774194,0.16,-0.94
+24/03/2019,0,0,0,0,0,0,0,0,0,0,-12.77,-5.59,-2.19,-5.83,-4.27,13.65,12.85,0,13.95,-6570.350161,-15333.94133,-9217.584,-5626.359677,-3325.735484,0.16,-0.95
+25/03/2019,0,0,0,0,0,0,0,0,0.2,0,-12.72,-5.57,-2.17,-5.77,-4.27,12.05,10,0,13.3,-6916.158065,-16140.99087,-9702.72,-5922.483871,-3500.774194,0.15,-0.95
+26/03/2019,0,0,0,0,0,0,0,17.8,0,0.6,-12.75,-5.57,-2.14,-5.72,-4.28,10.45,4.7,0,12.3,-6916.158065,-16140.99087,-9702.72,-5922.483871,-3500.774194,0.15,-0.93
+27/03/2019,0,0,0,0,0,0,0,7,0,0,-12.8,-5.54,-2.2,-5.74,-4.29,11,5.9,0,12.5,-6916.158065,-16140.99087,-9702.72,-5922.483871,-3500.774194,0.16,-0.93
+28/03/2019,0,0,0,0,0,0,0,0,0,0,-12.81,-5.67,-2.21,-5.8,-4.29,11.15,6.95,0,11.1,-6916.158065,-16140.99087,-9702.72,-5922.483871,-3500.774194,0.17,-0.94
+29/03/2019,0,0,0,0,0,0,0,0,0,0,-12.83,-5.65,-2.23,-5.82,-4.3,12.05,8.75,0,12.8,-6916.158065,-16140.99087,-9702.72,-5922.483871,-3500.774194,0.17,-0.95
+30/03/2019,0,0,0,0,0,0,0,0,0,0,-12.79,-5.68,-2.25,-5.89,-4.31,10.8,10.1,0,11.9,-6916.158065,-16140.99087,-9702.72,-5922.483871,-3500.774194,0.15,-0.96
+31/03/2019,0,0,0,0,0,0,0,0,0,0,-12.75,-5.58,-2.24,-5.89,-4.31,10.3,11.45,0,11.65,-6570.350161,-15333.94133,-9217.584,-5626.359677,-3325.735484,0.15,-0.96
+01/04/2019,0,0,0,0,0,0,0,0,0,0,-12.73,-5.63,-2.24,-5.83,-4.32,13,13.45,0,14.2,-6045.66,-15873.63035,-8686.656,-5980.9,-3540.2,0.14,-0.97
+02/04/2019,0,0,0,0,0,0,0,0,20.8,0,-12.73,-5.65,-2.25,-5.8,-4.33,12.8,10.15,0,13.7,-6045.66,-15873.63035,-8686.656,-5980.9,-3540.2,0.13,-1
+03/04/2019,0,0.8,0.6,0.6,3,2.4,2.4,0,32.8,0.8,-12.69,-5.61,-2.15,-5.74,-4.34,11.2,6.85,0,12.3,-6045.66,-15873.63035,-8686.656,-5980.9,-3540.2,0.14,-0.96
+04/04/2019,39.2,4.2,9.8,13.8,22,19.6,19.8,4.8,0.2,29.4,-12.62,-5.59,-2.1,-5.61,-4.32,12.15,4.95,0,12,-6045.66,-15873.63035,-8686.656,-5980.9,-3540.2,0.27,-0.87
+05/04/2019,37,22.2,27,25.4,36.6,25.2,23.8,7.8,0,25.2,-12.65,-5.56,-2.09,-5.59,-4.19,9.7,4.65,0,10.6,-6045.66,-15873.63035,-8686.656,-5980.9,-3540.2,0.45,-0.62
+06/04/2019,0,0,0.2,0,0,0,0,0,0.2,0,-12.67,-5.59,-2.11,-5.66,-4.3,9.9,6.9,0,11,-6045.66,-15873.63035,-8686.656,-5980.9,-3540.2,0.3,-0.98
+07/04/2019,0.4,0.2,0.2,0.2,0.2,0,0,0,0,0.4,-12.67,-5.57,-2.16,-5.66,-4.34,9.75,6.75,0,11.8,-5743.377,-15079.94883,-8252.3232,-5681.855,-3363.19,0.25,-0.98
+08/04/2019,0.2,0.2,1.2,0,0.2,0.6,0.4,0,0,0.2,-12.69,-5.6,-2.16,-5.61,-4.37,9.3,6.45,0,11.05,-6045.66,-15873.63035,-8686.656,-5980.9,-3540.2,0.2,-1
+09/04/2019,0,0,0,0,0,0,0,0,0.2,0,-12.69,-5.51,-2.15,-5.57,-4.38,11.55,8.35,0,12.65,-6045.66,-15873.63035,-8686.656,-5980.9,-3540.2,0.19,-1
+10/04/2019,0,0,0,0.2,0,0,0,0.6,9.4,0,-12.68,-5.51,-2.16,-5.54,-4.4,11.3,8.3,0,13.25,-6045.66,-15873.63035,-8686.656,-5980.9,-3540.2,0.19,-0.99
+11/04/2019,0.8,0,0,0,0,0,0,3.4,4,0,-12.69,-5.57,-2.19,-5.5,-4.39,13.4,7.1,0,13.55,-6045.66,-15873.63035,-8686.656,-5980.9,-3540.2,0.21,-0.98
+12/04/2019,6.6,2.4,11,11.8,7.8,5,12,25,0,7,-12.7,-5.56,-2.19,-5.47,-4.39,12.45,8.75,0,13.9,-6045.66,-15873.63035,-8686.656,-5980.9,-3540.2,0.22,-0.98
+13/04/2019,0.8,4.6,4.6,2.2,0.6,1.2,1.6,10.8,25,2.4,-12.72,-5.54,-2.2,-5.52,-4.4,12.65,6.65,0,13.45,-6045.66,-15873.63035,-8686.656,-5980.9,-3540.2,0.2,-0.99
+14/04/2019,15.2,8.2,15.4,8.2,11.2,9.8,13.8,16.8,0,12.4,-12.7,-5.54,-2.06,-5.5,-4.39,9.2,3.7,0,9.4,-5743.377,-15079.94883,-8252.3232,-5681.855,-3363.19,0.26,-0.96
+15/04/2019,2.8,12,24.6,23.8,8.6,9.4,7,10.4,0,2.6,-12.74,-5.62,-1.93,-5.42,-4.4,11.25,7.9,0,12.4,-6045.66,-15873.63035,-8686.656,-5980.9,-3540.2,0.29,-0.98
+16/04/2019,0,0,0,0,0,0,0,0.2,0,0,-12.75,-5.61,-2.01,-5.4,-4.41,12.9,9.05,0,13.3,-6045.66,-15873.63035,-8686.656,-5980.9,-3540.2,0.25,-0.99
+17/04/2019,0,0,0,0,0,0,0,0,0,0,-12.76,-5.6,-2.05,-5.4,-4.41,13.25,10.5,0,14,-6045.66,-15873.63035,-8686.656,-5980.9,-3540.2,0.23,-0.99
+18/04/2019,0,0,0,0,0,0,0,0,0,0,-12.77,-5.54,-2.09,-5.43,-4.42,13.9,13.45,0,15.65,-6045.66,-15873.63035,-8686.656,-5980.9,-3540.2,0.22,-1
+19/04/2019,0,0,0,0,0,0,0,0,0,0,-12.8,-5.52,-2.14,-5.59,-4.43,15.5,12.35,0,16.55,-6045.66,-15873.63035,-8686.656,-5980.9,-3540.2,0.18,-1.04
+20/04/2019,0,0,0,0,0,0,0,0,0,0,-12.77,,-2.19,-5.68,-4.39,14.45,13.2,0,16.2,-6045.66,-15873.63035,-8686.656,-5980.9,-3540.2,0.18,-1
+21/04/2019,0,0,0,0,0,0,0,0,9.2,0,-12.72,,-2.21,-5.6,-4.34,16.6,14.15,0,18.25,-5743.377,-15079.94883,-8252.3232,-5681.855,-3363.19,0.18,-1.02
+22/04/2019,0,0,0,0,0,0,0,0.4,33,0,-12.65,,-2.22,-5.45,-4.33,17.65,12.8,0,18.3,-6045.66,-15873.63035,-8686.656,-5980.9,-3540.2,0.18,-1.01
+23/04/2019,24,23,36.8,20.8,22,19.6,19.8,26,9.6,28.8,-12.61,,-2,-5.35,-4.32,15.3,9.55,0,14.85,-6045.66,-15873.63035,-8686.656,-5980.9,-3540.2,0.32,-0.95
+24/04/2019,42.6,9.2,16,13.6,17.4,13.2,23.4,16.8,0.2,41.2,-12.68,,-1.93,-5.31,-3.92,16.1,11.8,0,16.6,-6045.66,-15873.63035,-8686.656,-5980.9,-3540.2,0.76,0.65
+25/04/2019,0.6,3.6,0.4,0.4,8.8,8.2,5,1,1.4,0.8,-12.7,,-1.98,-5.3,-3.81,16.3,13.15,0,16.95,-6045.66,-15873.63035,-8686.656,-5980.9,-3540.2,0.62,0.13
+26/04/2019,0.2,0,0,0,0,0,0,0,1.2,0.4,-12.69,,-2,-5.24,-3.9,16.2,10.4,0,16.75,-6045.66,-15873.63035,-8686.656,-5980.9,-3540.2,0.51,-0.26
+27/04/2019,4.6,7,6.4,8.6,2.4,2.2,2.6,0.2,5.6,5,-12.7,,-2.07,-5.23,-4.04,13.2,8.4,0,14.25,-6045.66,-15873.63035,-8686.656,-5980.9,-3540.2,0.44,-0.69
+28/04/2019,4.4,3.2,1,0.2,3.2,3,4.4,3.2,0.6,5.8,-12.66,,-1.99,-5.23,-4.18,12.2,6.3,0,13.55,-5743.377,-15079.94883,-8252.3232,-5681.855,-3363.19,0.42,-0.9
+29/04/2019,8.2,7,20,24.2,9.6,5,10.4,3,0,6.6,-12.65,,-1.63,-5.11,-4.26,10.1,6.05,0,11.7,-6045.66,-15873.63035,-8686.656,-5980.9,-3540.2,0.39,-0.94
+30/04/2019,0,0,0.6,1.4,0,0,0,7.2,3.6,0,-12.65,,-1.74,-5.03,-4.31,11.3,7.2,0,12.05,-6045.66,-15873.63035,-8686.656,-5980.9,-3540.2,0.35,-0.97
+01/05/2019,0,0.6,0.2,0,0,0,0,0,0,0,-12.65,,-1.82,-5.01,-4.33,14.45,10.95,0,16.1,-6227.116129,-16143.18285,-8976.096,-5944.870968,-3556.806452,0.34,-0.97
+02/05/2019,1.8,0,0,0,0.8,0,2.2,2,5.4,2.2,-12.65,,-1.87,-4.98,-4.35,13,10.2,0,14.1,-6227.116129,-16143.18285,-8976.096,-5944.870968,-3556.806452,0.29,-0.98
+03/05/2019,0,0,0.2,0,0.2,0.4,2.2,0,7.6,0.8,-12.61,,-1.93,-4.95,-4.35,14.75,9.6,0,15.8,-6227.116129,-16143.18285,-8976.096,-5944.870968,-3556.806452,0.29,-0.97
+04/05/2019,12.6,4.6,4.6,2,15.2,17.2,11.2,4.2,29,14.6,-12.56,,-1.9,-4.96,-4.36,15.7,9.95,0,15.85,-6227.116129,-16143.18285,-8976.096,-5944.870968,-3556.806452,0.3,-0.96
+05/05/2019,15.6,3,3.2,7.8,12.4,4.6,21.2,1.6,0,11.2,-12.54,,-1.81,-4.98,-4.33,10.5,4.15,0,10.9,-5915.760323,-15336.02371,-8527.2912,-5647.627419,-3378.966129,0.36,-0.82
+06/05/2019,13.6,10.6,12.4,10.6,23.4,19.2,22.4,68.2,0,20,-12.63,,-1.79,-4.98,-4.25,11.55,5.5,0,11.55,-6227.116129,-16143.18285,-8976.096,-5944.870968,-3556.806452,0.44,-0.72
+07/05/2019,0,0,0,0.2,0,0,0,0,5.4,0,-12.67,,-1.85,-5.05,-4.3,11.3,8,0,11.95,-6227.116129,-16143.18285,-8976.096,-5944.870968,-3556.806452,0.39,-0.87
+08/05/2019,0,0,2.6,0.2,0,0,0,0,34.2,0,-12.64,-5.3,-1.87,-5.08,-4.33,13.35,7.6,0,13.55,-6227.116129,-16143.18285,-8976.096,-5944.870968,-3556.806452,0.39,-0.92
+09/05/2019,46,30.8,26.8,29.6,38.4,36,44.6,18.8,0,60.6,-12.57,-5.27,-1.58,-4.99,-4.11,14.7,8.45,0,14.8,-6227.116129,-16143.18285,-8976.096,-5944.870968,-3556.806452,0.62,0.02
+10/05/2019,0.2,2,2.2,0.8,0.4,2.4,0.4,0,12.4,1.6,-12.61,-5.3,-1.58,-4.95,-3.9,14.75,9.7,0,15.75,-6227.116129,-16143.18285,-8976.096,-5944.870968,-3556.806452,0.59,-0.04
+11/05/2019,0,0.4,0.6,0.2,0,1,0,0,3,0.2,-12.62,-5.25,-1.67,-4.94,-3.97,14.4,10.05,0,14.9,-6227.116129,-16143.18285,-8976.096,-5944.870968,-3556.806452,0.5,-0.37
+12/05/2019,6.6,0.4,9,3.2,2.8,7.2,7.8,4.8,2.6,15.6,-12.6,-5.27,-1.73,-4.9,-3.99,14.05,9.15,0,14.65,-5915.760323,-15336.02371,-8527.2912,-5647.627419,-3378.966129,0.49,-0.41
+13/05/2019,0.8,0,0.6,0,0,0,0,33.8,0,0,-12.63,-5.18,-1.76,-4.87,-3.8,15.25,9.35,0,17,-6227.116129,-16143.18285,-8976.096,-5944.870968,-3556.806452,0.66,0.32
+14/05/2019,0,0,0,0,0,0,0,8.6,0,0,-12.62,-5.17,-1.82,-4.89,-3.77,15.1,9.2,0,16.2,-6227.116129,-16143.18285,-8976.096,-5944.870968,-3556.806452,0.59,0
+15/05/2019,0,0,0,0,0,0,0,0,0,0,-12.6,-5.24,-1.86,-4.97,-3.86,11.2,6.6,0,12.45,-6227.116129,-16143.18285,-8976.096,-5944.870968,-3556.806452,0.51,-0.33
+16/05/2019,0,0.8,0,0,0,0,0,3.8,0,0,-12.59,-5.19,-1.91,-4.93,-3.98,13.3,8.6,0,13.1,-6227.116129,-16143.18285,-8976.096,-5944.870968,-3556.806452,0.45,-0.64
+17/05/2019,0,0,0,0,0,0,0,0,10.6,0,-12.57,-5.16,-1.93,-5.09,-4.11,13.3,10.95,0,14.7,-6227.116129,-16143.18285,-8976.096,-5944.870968,-3556.806452,0.4,-0.88
+18/05/2019,2.2,2,4.6,0.8,2.2,1.6,1.8,12.4,10.6,1.4,-12.53,-5.15,-1.92,-5.1,-4.17,15.3,9.55,0,15.2,-6227.116129,-16143.18285,-8976.096,-5944.870968,-3556.806452,0.4,-0.88
+19/05/2019,13,20.4,32.2,8,18,26,13.4,28,26.4,16.8,-12.53,-5.22,-1.89,-5.06,-4.21,15.3,8.15,0,15,-5915.760323,-15336.02371,-8527.2912,-5647.627419,-3378.966129,0.38,-0.89
+20/05/2019,23.2,28.2,37.8,20.8,44.8,37.8,39.4,4.4,0.4,38,-12.54,-5.29,-1.61,-5.04,-4.08,16.05,10.35,0,16.1,-6227.116129,-16143.18285,-8976.096,-5944.870968,-3556.806452,0.52,-0.42
+21/05/2019,3,6.4,5.2,2.6,2.4,1.8,3.4,0,3.4,3.6,-12.58,-5.24,-1.65,-5.04,-3.99,16.1,10.1,0,16.65,-6227.116129,-16143.18285,-8976.096,-5944.870968,-3556.806452,0.5,-0.48
+22/05/2019,0.2,0,0.2,0,0.4,0.6,0,0,3.8,0.6,-12.59,-5.16,-1.72,-5.04,-4.07,17.4,12.1,0,17.65,-6227.116129,-16143.18285,-8976.096,-5944.870968,-3556.806452,0.41,-0.79
+23/05/2019,0.4,0,0,0,0.2,0.4,0,4.4,0.2,1.6,-12.6,-5.18,-1.79,-5.09,-4.1,15.85,12.5,0,16.9,-6227.116129,-16143.18285,-8976.096,-5944.870968,-3556.806452,0.42,-0.79
+24/05/2019,1,0,0,0,3.8,1.2,4.8,1.4,0,9,-12.58,-5.25,-1.83,-5.15,-4.13,17.4,13.2,0,18.9,-6227.116129,-16143.18285,-8976.096,-5944.870968,-3556.806452,0.41,-0.84
+25/05/2019,0,0,0,0,0,0,0,0.6,1.2,0,-12.58,-5.19,-1.9,-5.19,-4.17,17.3,14,0,17.85,-6227.116129,-16143.18285,-8976.096,-5944.870968,-3556.806452,0.37,-0.91
+26/05/2019,1.4,0.2,3.4,2.8,0.2,0.2,0.8,20.6,4,0.2,-12.56,-5.16,-1.91,-5.16,-4.19,17.35,12.1,0,18.05,-5915.760323,-15336.02371,-8527.2912,-5647.627419,-3378.966129,0.34,-0.91
+27/05/2019,3,5.2,15.8,6.8,5.4,4.6,4.8,64.4,9.8,5.6,-12.52,-5.19,-1.89,-5.11,-4.19,18.75,13.1,0,19.1,-6227.116129,-16143.18285,-8976.096,-5944.870968,-3556.806452,0.36,-0.91
+28/05/2019,0.4,9.2,4.2,5.6,1.2,8.4,0.4,13,0.2,3.8,-12.51,-5.26,-1.87,-5.12,-4.2,17.15,10.8,0,17.6,-6227.116129,-16143.18285,-8976.096,-5944.870968,-3556.806452,0.39,-0.9
+29/05/2019,7,1.4,6.6,4,5,18.4,8.2,15.8,0,8.8,-12.55,-5.28,-1.88,-5.1,-4.22,17.2,11.7,0,17.1,-6227.116129,-16143.18285,-8976.096,-5944.870968,-3556.806452,0.41,-0.93
+30/05/2019,0.6,14.2,1,3.4,0,0,0,4,0,0.2,-12.62,-5.27,-1.93,-5.17,-4.23,17.4,13.2,0,18.05,-6227.116129,-16143.18285,-8976.096,-5944.870968,-3556.806452,0.35,-0.94
+31/05/2019,0.2,0,0,0,0,0,0,0,0,0,-12.63,-5.21,-1.97,-5.26,-4.23,18.85,13.9,0,19.95,-6227.116129,-16143.18285,-8976.096,-5944.870968,-3556.806452,0.32,-0.9
+01/06/2019,0,0,0,0,0,0,0,0,0,0,-12.61,-5.21,-2.03,-5.36,-4.24,18.35,16.45,0,19.85,-7939.436667,-16383.45339,-10542.528,-6921.233333,-4138.266667,0.29,-0.94
+02/06/2019,0,0,0,0,0,0,0,0,0,0,-12.6,-5.26,-2.07,-5.42,-4.25,19.85,18.45,0,20.8,-7542.464833,-15564.28072,-10015.4016,-6575.171667,-3931.353333,0.28,-0.94
+03/06/2019,0,0,0,0,0,0,0,0,0,0,-12.59,-5.28,-2.07,-5.43,-4.25,21.3,17.1,0,20.7,-7939.436667,-16383.45339,-10542.528,-6921.233333,-4138.266667,0.29,-0.94
+04/06/2019,0,0,0,0,0,0,0,0,0,0,-12.59,-5.25,-2.11,-5.48,-4.25,20.45,17.25,0,20.8,-7939.436667,-16383.45339,-10542.528,-6921.233333,-4138.266667,0.27,-0.94
+05/06/2019,0,0,0,0,0,0,0,0,0,0,-12.57,-5.27,-2.15,-5.54,-4.25,19.8,18.25,0,20.9,-7939.436667,-16383.45339,-10542.528,-6921.233333,-4138.266667,0.24,-0.94
+06/06/2019,0,0,0,0,0,0,0,0,0,0,-12.59,-5.3,-2.18,-5.58,-4.26,19.45,15.25,0,19.8,-7939.436667,-16383.45339,-10542.528,-6921.233333,-4138.266667,0.22,-0.94
+07/06/2019,0,0,0,0,0,0,0,0,0,0,-12.62,-5.37,-2.19,-5.63,-4.22,19.9,17.55,0,20.75,-7939.436667,-16383.45339,-10542.528,-6921.233333,-4138.266667,0.22,-0.83
+08/06/2019,0,0,0,0,0,0,0,0,0,0,-12.65,-5.36,-2.21,-5.72,-4.24,21.45,18,0,22.55,-7939.436667,-16383.45339,-10542.528,-6921.233333,-4138.266667,0.22,-0.94
+09/06/2019,0,0,0,0,0,0,0,0,0,0,-12.63,-5.45,-2.22,-5.73,-4.26,23.9,22.35,0,24.15,-7542.464833,-15564.28072,-10015.4016,-6575.171667,-3931.353333,0.21,-0.95
+10/06/2019,0,0,0,0,0,0,0,0,0,0,-12.59,-5.49,-2.2,-5.68,-4.26,25.85,20.95,0,26.5,-7939.436667,-16383.45339,-10542.528,-6921.233333,-4138.266667,0.2,-0.95
+11/06/2019,0,0,0,0,0,0,0,0,0,0,-12.58,-5.39,-2.26,-5.72,-4.26,23.5,18.55,0,24.7,-7939.436667,-16383.45339,-10542.528,-6921.233333,-4138.266667,0.21,-0.95
+12/06/2019,0,0,0,0,0,0,0,0,0,0,-12.62,-5.47,-2.27,-5.8,-4.27,20.5,16.25,0,22.45,-7939.436667,-16383.45339,-10542.528,-6921.233333,-4138.266667,0.19,-0.95
+13/06/2019,0,0,0,0,0,0,0,0,0,0,-12.66,-5.51,-2.3,-5.84,-4.27,20.35,18.2,0,21.75,-7939.436667,-16383.45339,-10542.528,-6921.233333,-4138.266667,0.18,-0.97
+14/06/2019,0,0,0,0,0,0,0,0,0,0,-12.65,-5.46,-2.33,-5.89,-4.28,24.65,23.55,0,25.5,-7939.436667,-16383.45339,-10542.528,-6921.233333,-4138.266667,0.16,-0.98
+15/06/2019,0,0,0.2,0.8,0,0,0,0.4,0,0.2,-12.66,-5.47,-2.35,-5.96,-4.28,22.35,17.85,0,23.9,-7939.436667,-16383.45339,-10542.528,-6921.233333,-4138.266667,0.18,-0.95
+16/06/2019,0,0,0,0.2,0,0,0,0,0.2,0,-12.66,-5.43,-2.34,-5.95,-4.29,21.35,17.1,0,22.75,-7542.464833,-15564.28072,-10015.4016,-6575.171667,-3931.353333,0.17,-0.94
+17/06/2019,0,0,0,0,0,0,0,1.8,0,0,-12.66,-5.54,-2.34,-5.93,-4.28,23.5,20.7,0,23.6,-7939.436667,-16383.45339,-10542.528,-6921.233333,-4138.266667,0.21,-0.93
+18/06/2019,8.2,0,0,0,6.2,0,1.8,1,0,2.8,-12.66,-5.55,-2.38,-5.99,-4.29,24.95,21.1,0,25.15,-7939.436667,-16383.45339,-10542.528,-6921.233333,-4138.266667,0.19,-0.97
+19/06/2019,1.4,0,0,0.2,0,0,0,0,0,0,-12.67,-5.57,-2.4,-6.07,-4.3,23.35,20.1,0,23.95,-7939.436667,-16383.45339,-10542.528,-6921.233333,-4138.266667,0.18,-0.97
+20/06/2019,0,0,0,0,0,0,0,0,0,0,-12.68,-5.47,-2.41,-6.14,-4.3,21.7,20.2,0,22.75,-7939.436667,-16383.45339,-10542.528,-6921.233333,-4138.266667,0.18,-0.98
+21/06/2019,0,0,0,0,0,0,0,0,1,0,-12.69,-5.53,-2.42,-6.22,-4.31,23.35,20.3,0,23.7,-7939.436667,-16383.45339,-10542.528,-6921.233333,-4138.266667,0.18,-0.98
+22/06/2019,3,2.8,0,2.4,0.8,0.8,0.2,2.8,0,0.4,-12.69,-5.49,-2.41,-6.29,-4.32,24.45,0,0,25.2,-7939.436667,-16383.45339,-10542.528,-6921.233333,-4138.266667,0.17,-0.97
+23/06/2019,0,0,0,0,0,0,0,0,0,0,-12.71,-5.48,-2.42,-6.28,-4.32,23.35,0,0,23.95,-7542.464833,-15564.28072,-10015.4016,-6575.171667,-3931.353333,0.16,-0.97
+24/06/2019,0,0,0,0,0,0,0,0,0,0,-12.73,-5.51,-2.44,-6.3,-4.33,25,0,0,26.15,-7939.436667,-16383.45339,-10542.528,-6921.233333,-4138.266667,0.14,-0.98
+25/06/2019,0,0,0,0,0,0,0,0,0,0,-12.77,-5.55,-2.48,-6.4,-4.33,26.45,0,0,28.5,-7939.436667,-16383.45339,-10542.528,-6921.233333,-4138.266667,0.14,-0.98
+26/06/2019,0,0,0,0,0,0,0,0,0,0,-12.79,-5.57,-2.51,-6.53,-4.34,28.5,0,0,29.45,-7939.436667,-16383.45339,-10542.528,-6921.233333,-4138.266667,0.14,-0.99
+27/06/2019,0,0,0,0,0,0,0,0,0,0,-12.77,-5.6,-2.53,-6.59,-4.33,28.55,26.85,0,29.45,-7939.436667,-16383.45339,-10542.528,-6921.233333,-4138.266667,0.13,-0.99
+28/06/2019,0,0,0,0,0,0,0,0,0,0,-12.74,-5.63,-2.58,-6.61,-4.34,28.3,27.3,0,28.85,-7939.436667,-16383.45339,-10542.528,-6921.233333,-4138.266667,0.16,-0.98
+29/06/2019,0,0,0,0,0,0,0,0,0,0,-12.77,-5.54,-2.63,-6.64,-4.34,28.75,25.6,0,29.95,-7939.436667,-16383.45339,-10542.528,-6921.233333,-4138.266667,0.13,-0.98
+30/06/2019,0,0,0,0,0,0,0,0,0,0,-12.79,-5.53,-2.64,-6.63,-4.35,28.05,24.9,0,29.55,-7542.464833,-15564.28072,-10015.4016,-6575.171667,-3931.353333,0.13,-0.97
+01/07/2019,0,0,0,0,0,0,0,0,0,0,-12.79,-5.68,-2.64,-6.61,-4.35,26.55,24.35,0,27.7,-8309.416129,-16588.1286,-10377.504,-7280,-4375.612903,0.12,-0.99
+02/07/2019,0,0,0,0,0,0,0,0,0,0,-12.78,-5.59,-2.67,-6.76,-4.36,26.1,24.3,0,27.15,-8309.416129,-16588.1286,-10377.504,-7280,-4375.612903,0.12,-0.99
+03/07/2019,0,0,0,0,0,0,0,0,0.4,0,-12.79,-5.58,-2.69,-6.8,-4.36,27.35,23.05,0,27.8,-8309.416129,-16588.1286,-10377.504,-7280,-4375.612903,0.13,-0.98
+04/07/2019,0,0,0,0,0,0,0,0,0,0,-12.81,-5.62,-2.68,-6.84,-4.37,26.7,22.5,0,27.6,-8309.416129,-16588.1286,-10377.504,-7280,-4375.612903,0.12,-0.99
+05/07/2019,1.2,0,0,0,0,0,0,2.2,0,1.6,-12.82,-5.67,-2.69,-6.88,-4.37,26.65,22.75,0,26.5,-8309.416129,-16588.1286,-10377.504,-7280,-4375.612903,0.13,-0.98
+06/07/2019,0,0,0,0,0,0,0,0,24,0,-12.82,-5.64,-2.74,-6.99,-4.38,26.6,22.1,0,27.4,-8309.416129,-16588.1286,-10377.504,-7280,-4375.612903,0.12,-0.99
+07/07/2019,0.2,0.2,0.8,0,0.2,0,0,0,0,0.2,-12.8,-5.63,-2.56,-7.04,-4.38,24.75,20.2,0,24.5,-7893.945323,-15758.72217,-9858.6288,-6916,-4156.832258,0.15,-0.96
+08/07/2019,42.2,82,55.6,40.2,17.4,21.2,27,4.2,12.2,16.8,-12.8,-5.63,-2.32,-7.01,-4.39,25.1,19.3,0,25.2,-8309.416129,-16588.1286,-10377.504,-7280,-4375.612903,0.14,-0.97
+09/07/2019,2.2,0,0,0,7,2,1.6,0,0,0,-12.79,-5.62,-2.3,-6.85,-4.38,26.9,21.75,0,26.45,-8309.416129,-16588.1286,-10377.504,-7280,-4375.612903,0.13,-0.97
+10/07/2019,22.8,0,0,0,8.2,0,12,4.6,0,17.2,-12.79,-5.65,-2.37,-6.72,-4.4,24,20.8,0,25.15,-8309.416129,-16588.1286,-10377.504,-7280,-4375.612903,0.13,-0.99
+11/07/2019,0,0,0,0,0,0,0,4.2,1.6,0,-12.82,-5.71,-2.44,-6.72,-4.41,22.1,18.6,0,23.9,-8309.416129,-16588.1286,-10377.504,-7280,-4375.612903,0.11,-1
+12/07/2019,0,0,0,0,0,0,0,0,0,0,-12.81,-5.59,-2.46,-6.72,-4.41,23.65,20.15,0,25.25,-8309.416129,-16588.1286,-10377.504,-7280,-4375.612903,0.11,-0.99
+13/07/2019,0,0,0,0,1.2,0,0,0,0.4,0,-12.8,-5.63,-2.48,-6.8,-4.41,25.35,20.4,0,26.45,-8309.416129,-16588.1286,-10377.504,-7280,-4375.612903,0.11,-1
+14/07/2019,0,0,3,0.8,0,0,0,0,22,0,-12.81,-5.63,-2.52,-6.77,-4.42,24,20.85,0,25.2,-7893.945323,-15758.72217,-9858.6288,-6916,-4156.832258,0.1,-0.99
+15/07/2019,17.6,12.6,11.4,11.8,20,24.2,25.6,35.6,0,21.6,-12.81,-5.58,-2.36,-6.68,-4.4,19,14.75,0,19.7,-8309.416129,-16588.1286,-10377.504,-7280,-4375.612903,0.16,-0.95
+16/07/2019,9.2,22.6,30.8,18,4.6,4.6,4,9.8,0,11.4,-12.83,-5.54,-2.34,-6.67,-4.41,21.95,18.6,0,22.55,-8309.416129,-16588.1286,-10377.504,-7280,-4375.612903,0.12,-0.99
+17/07/2019,0,0,0,0,0,0,0,0,0,0,-12.83,-5.52,-2.41,-6.66,-4.42,23.2,20.55,0,23.15,-8309.416129,-16588.1286,-10377.504,-7280,-4375.612903,0.1,-1
+18/07/2019,0,0,0,0,0,0,0,0,0,0,-12.83,-5.59,-2.43,-6.69,-4.43,22.75,19.9,0,23.45,-8309.416129,-16588.1286,-10377.504,-7280,-4375.612903,0.11,-1
+19/07/2019,0,0,0,0,0,0,0,0,0,0,-12.86,-5.65,-2.51,-6.72,-4.44,23.6,21.3,0,24.2,-8309.416129,-16588.1286,-10377.504,-7280,-4375.612903,0.1,-1.01
+20/07/2019,0,0,0,0,0,0,0,0,0,0,-12.88,-5.66,-2.55,-6.77,-4.44,23.95,21.75,0,24.6,-8309.416129,-16588.1286,-10377.504,-7280,-4375.612903,0.1,-1.01
+21/07/2019,0,0,0,0,0,0,0,0,0,0,-12.9,-5.54,-2.55,-6.77,-4.44,24.25,21.6,0,24.7,-7893.945323,-15758.72217,-9858.6288,-6916,-4156.832258,0.11,-0.99
+22/07/2019,0,0,0,0,0,0,0,0,0,0,-12.9,-5.59,-2.57,-6.77,-4.44,25.9,23.7,0,25.9,-8309.416129,-16588.1286,-10377.504,-7280,-4375.612903,0.13,-0.99
+23/07/2019,0,0,0,0,0,0,0,0,0,0,-12.89,-5.56,-2.63,-6.82,-4.45,28.45,25.9,0,28.85,-8309.416129,-16588.1286,-10377.504,-7280,-4375.612903,0.13,-1.01
+24/07/2019,0,0,0,0,0,0,0,0,0,0,-12.88,-5.55,-2.7,-6.92,-4.45,29.05,26.75,0,29.6,-8309.416129,-16588.1286,-10377.504,-7280,-4375.612903,0.12,-1
+25/07/2019,0,0,0,0,0,0,0,0,0,0,-12.89,-5.66,-2.75,-7.01,-4.46,29.2,26.95,0,29.45,-8309.416129,-16588.1286,-10377.504,-7280,-4375.612903,0.12,-0.99
+26/07/2019,0,0,0,0,0,0,0,0,19.4,0,-12.87,-5.63,-2.74,-7.12,-4.46,27.5,23.65,0,27.9,-8309.416129,-16588.1286,-10377.504,-7280,-4375.612903,0.11,-1
+27/07/2019,0,0,0,0,0,0,0,0,27.2,0,-12.83,-5.62,-2.61,-7.08,-4.46,23.55,19,0,24.4,-8309.416129,-16588.1286,-10377.504,-7280,-4375.612903,0.15,-0.97
+28/07/2019,72.6,84.2,51.2,42.8,74.4,71.6,58.4,42.8,0,33,-12.78,-5.57,-2.17,-6.86,,21.85,15.8,0,21.65,-7893.945323,-15758.72217,-9858.6288,-6916,-4156.832258,0.24,-0.92
+29/07/2019,1.2,11.6,12.8,2.6,2.6,7.6,1,12,0,1,-12.86,-5.43,-2.26,-6.76,,22.75,17.4,0,23.75,-8309.416129,-16588.1286,-10377.504,-7280,-4375.612903,0.15,-0.97
+30/07/2019,0,0,0,0,0,0,0,0,0.2,0,-12.89,-5.46,-2.38,-6.74,,23.15,18.7,0,23.5,-8309.416129,-16588.1286,-10377.504,-7280,-4375.612903,0.15,-0.98
+31/07/2019,0,0,0,0,0,0,0,0,0,0,-12.91,-5.55,-2.37,-6.8,,23.1,19.15,0,23.95,-8309.416129,-16588.1286,-10377.504,-7280,-4375.612903,0.15,-0.97
+01/08/2019,0,0,0,0,0,0,0,0,0,0,-12.92,-5.48,-2.39,-6.81,,25.1,21.4,0,25.45,-8891.396774,-16443.665,-9726.048,-7217.129032,-4058.290323,0.14,-0.99
+02/08/2019,0,0,0,0,0,0,0,0,0,0,-12.9,-5.48,-2.43,-6.81,,24.35,20.75,0,25.05,-8891.396774,-16443.665,-9726.048,-7217.129032,-4058.290323,0.13,-1
+03/08/2019,0,0,0,0,0,0,0,0,0,0,-12.92,-5.5,-2.47,-6.87,,24.3,21.25,0,24.9,-8891.396774,-16443.665,-9726.048,-7217.129032,-4058.290323,0.1,-1.01
+04/08/2019,0,0,0,0,0,0,0,0,0,0,-12.94,-5.45,-2.49,-6.86,,24.55,22.6,0,25.1,-8446.826935,-15621.48175,-9239.7456,-6856.272581,-3855.375806,0.11,-1.02
+05/08/2019,0,0,0,0,0,0,0,0,0,0,-12.96,-5.56,-2.5,-6.87,,23.8,21.2,0,24.55,-8891.396774,-16443.665,-9726.048,-7217.129032,-4058.290323,0.11,-1.01
+06/08/2019,0,0,0,0,0,0,0,0,0,0,-12.96,-5.59,-2.51,-6.84,,25,21.6,0,25.15,-8891.396774,-16443.665,-9726.048,-7217.129032,-4058.290323,0.11,-1.01
+07/08/2019,0,0,0,0,0,0,0,0,0,0,-12.94,-5.49,-2.51,-6.84,,25.15,22.05,0,25.2,-8891.396774,-16443.665,-9726.048,-7217.129032,-4058.290323,0.11,-1.01
+08/08/2019,0,0,0,0,0,0,0,0.2,0,0,-12.95,-5.53,-2.53,-6.84,,26.45,21.55,0,27.2,-8891.396774,-16443.665,-9726.048,-7217.129032,-4058.290323,0.12,-0.99
+09/08/2019,0,0.2,0,0,0,0,0,0.2,0,0,-12.98,-5.65,-2.57,-6.93,,26.1,22.55,0,26.8,-8891.396774,-16443.665,-9726.048,-7217.129032,-4058.290323,0.1,-0.99
+10/08/2019,0,0,0,0,0,0,0,0,0,0,-12.99,-5.55,-2.6,-6.98,,26.15,23.4,0,26.6,-8891.396774,-16443.665,-9726.048,-7217.129032,-4058.290323,0.1,-0.99
+11/08/2019,0,0,0,0,0,0,0,0,0,0,-12.99,-5.53,-2.57,-7.02,,27,25.4,0,27.45,-8446.826935,-15621.48175,-9239.7456,-6856.272581,-3855.375806,0.09,-1
+12/08/2019,0,0,0,0,0,0,0,0,0,0,-12.99,-5.55,-2.6,-6.99,,26.55,24.75,0,26.85,-8891.396774,-16443.665,-9726.048,-7217.129032,-4058.290323,0.1,-0.99
+13/08/2019,0,0,0,0,0,0,0,0,0,0.2,-12.98,-5.54,-2.61,-6.96,,25.6,19.95,0,26,-8891.396774,-16443.665,-9726.048,-7217.129032,-4058.290323,0.09,-1
+14/08/2019,0,0,0.2,0,0,0,0,0,0,0,-13,-5.64,-2.65,-6.96,,23.1,19.15,0,23,-8891.396774,-16443.665,-9726.048,-7217.129032,-4058.290323,0.09,-1.01
+15/08/2019,0,0,0,0,0,0,0,0,0,0,-13.02,-5.63,-2.64,-6.95,,23.2,19.2,0,23.4,-8891.396774,-16443.665,-9726.048,-7217.129032,-4058.290323,0.09,-1
+16/08/2019,0,0,0,0,0,0,0,0.2,0,0,-13.02,-5.52,-2.67,-6.9,,23.75,19.9,0,24,-8891.396774,-16443.665,-9726.048,-7217.129032,-4058.290323,0.09,-1.01
+17/08/2019,0,0,0,0,0,0,0,0.2,0,0,-13.03,-5.53,-2.7,-6.97,,23.3,19.9,0,23.7,-8891.396774,-16443.665,-9726.048,-7217.129032,-4058.290323,0.09,-1.01
+18/08/2019,0,0,0,0,0,0,0,0,0,0,-13.04,-5.57,-2.7,-7.01,,24.05,20.45,0,24.55,-8446.826935,-15621.48175,-9239.7456,-6856.272581,-3855.375806,0.09,-1.01
+19/08/2019,0,0,0,0,0,0,0,0,0,0,-13.05,-5.58,-2.71,-7.03,,24.05,22.3,0,24.3,-8891.396774,-16443.665,-9726.048,-7217.129032,-4058.290323,0.09,-1.02
+20/08/2019,0,0,0,0,0,0,0,0,0,0,-13.05,-5.62,-2.74,-7.12,-4.51,25.35,24.05,0,25.35,-8891.396774,-16443.665,-9726.048,-7217.129032,-4058.290323,0.09,-1
+21/08/2019,0,0,0,0,0,0,0,0,0,0,-13.05,-5.61,-2.75,-7.19,-4.51,24.95,24.05,0,25.6,-8891.396774,-16443.665,-9726.048,-7217.129032,-4058.290323,0.09,-1
+22/08/2019,0,0,0,0,0,0,0,0,12.6,0,-13.05,-5.61,-2.74,-7.23,-4.5,26,22.35,0,26.1,-8891.396774,-16443.665,-9726.048,-7217.129032,-4058.290323,0.09,-0.99
+23/08/2019,1.2,1.4,5.2,4,6.8,1.4,8.2,8.6,0,2.8,-13.06,-5.69,-2.71,-7.22,-4.5,24.65,18.6,0,24.7,-8891.396774,-16443.665,-9726.048,-7217.129032,-4058.290323,0.12,-0.97
+24/08/2019,2.2,15.4,2.8,0.2,8,7.2,6.2,2.8,1,6.6,-13.05,-5.7,-2.73,-7.2,-4.5,26.25,20.8,0,26,-8891.396774,-16443.665,-9726.048,-7217.129032,-4058.290323,0.1,-0.98
+25/08/2019,0,0,0,0,0,0,0,0,0,0,-13.03,-5.59,-2.75,-7.26,-4.5,26.55,21.9,0,25.75,-8446.826935,-15621.48175,-9239.7456,-6856.272581,-3855.375806,0.1,-0.97
+26/08/2019,4,0,0,5,0,0,0.8,2,0,0,-13.03,-5.65,-2.78,-7.27,-4.52,26.2,22.65,0,25.75,-8891.396774,-16443.665,-9726.048,-7217.129032,-4058.290323,0.09,-0.98
+27/08/2019,0,0,0,0,0,0,0,6.4,0,0,-13.04,-5.65,-2.79,-7.3,-4.56,26.35,22.85,0,26.3,-8891.396774,-16443.665,-9726.048,-7217.129032,-4058.290323,0.1,-0.98
+28/08/2019,0,0,0,0,0,0,0,13.8,0,0,-13.04,-5.62,-2.8,-7.37,-4.59,25.95,21.6,0,26.7,-8891.396774,-16443.665,-9726.048,-7217.129032,-4058.290323,0.09,-0.98
+29/08/2019,0,0,0.2,0,0,0,0,3,20.2,0,-13.05,-5.73,-2.81,-7.46,-4.59,25.65,22.05,0,25.7,-8891.396774,-16443.665,-9726.048,-7217.129032,-4058.290323,0.1,-0.99
+30/08/2019,1.8,0,0,0,0,0,0,3.8,0.2,0,-13.05,-5.75,-2.84,-7.5,-4.59,26.75,24.1,0,26.9,-8891.396774,-16443.665,-9726.048,-7217.129032,-4058.290323,0.1,-0.97
+31/08/2019,0.2,0.6,0,0.4,0,32.6,2.8,0.2,0.8,0.2,-13.03,-5.63,-2.86,-7.52,-4.59,26.5,21.35,0,26.7,-8891.396774,-16443.665,-9726.048,-7217.129032,-4058.290323,0.1,-0.98
+01/09/2019,0,0,40.2,1.4,0,0,0.6,6.8,5,0,-13.01,-5.62,-2.86,-7.51,-4.6,25.65,22.2,0,26.65,-8215.7995,-15374.06559,-9811.0224,-6368.198333,-3883.536667,0.12,-0.98
+02/09/2019,0,0,0.8,0,0,0,0,0.2,0.2,0,-13.02,-5.76,-2.85,-7.47,-4.6,24.95,21.3,0,25.1,-8648.21,-16183.22693,-10327.392,-6703.366667,-4087.933333,0.12,-0.98
+03/09/2019,10.8,0,0,0,0,3,19.2,11.4,0,23,-13.05,-5.68,-2.86,-7.51,-4.6,24,19.85,0,24.75,-8648.21,-16183.22693,-10327.392,-6703.366667,-4087.933333,0.11,-0.99
+04/09/2019,0,0,0,0,0,0,0,0,0,0,-13.04,-5.68,-2.86,-7.55,-4.61,21.8,18.6,0,23.4,-8648.21,-16183.22693,-10327.392,-6703.366667,-4087.933333,0.11,-1
+05/09/2019,0,0,0,0,0,0,0,0,6,0,-13.01,-5.65,-2.86,-7.57,-4.62,21.1,19.05,0,22.15,-8648.21,-16183.22693,-10327.392,-6703.366667,-4087.933333,0.11,-0.99
+06/09/2019,1.4,1.2,0,0,0,1.4,0.4,2.8,0,4.4,-13.03,-5.65,-2.85,-7.59,-4.63,22.1,16.85,0,22.9,-8648.21,-16183.22693,-10327.392,-6703.366667,-4087.933333,0.11,-1
+07/09/2019,0,0,0.2,0,0,0,0,0.6,15.8,1.2,-13.05,-5.74,-2.89,-7.64,-4.64,20.3,16,0,20.75,-8648.21,-16183.22693,-10327.392,-6703.366667,-4087.933333,0.11,-0.99
+08/09/2019,11.8,15.2,20.8,15.6,0,12.4,10.2,6.4,0.4,20,-13.02,-5.74,-2.79,-7.66,-4.64,19.3,14.05,0,20.05,-8215.7995,-15374.06559,-9811.0224,-6368.198333,-3883.536667,0.12,-0.98
+09/09/2019,15,0,0,0.2,0,2,5.2,9.8,0,1.8,-13.03,-5.65,-2.79,-7.67,-4.63,19.3,13.9,0,19.4,-8648.21,-16183.22693,-10327.392,-6703.366667,-4087.933333,0.12,-0.99
+10/09/2019,0,0,0,0,0,0,0,0,0,0,-13.04,-5.69,-2.78,-7.71,-4.63,19.5,16.55,0,20.05,-8648.21,-16183.22693,-10327.392,-6703.366667,-4087.933333,0.12,-0.99
+11/09/2019,0,0,0,0,0,0,0,0,0,0,-13.08,-5.72,-2.86,-7.79,-4.64,21.55,18.4,0,22.25,-8648.21,-16183.22693,-10327.392,-6703.366667,-4087.933333,0.13,-1
+12/09/2019,0,0,0,0,0,0,0,0,0,0,-13.13,-5.71,-2.88,-7.87,-4.65,21.6,20,0,22.35,-8648.21,-16183.22693,-10327.392,-6703.366667,-4087.933333,0.12,-1
+13/09/2019,0,0,0,0,0,0,0,0,0,0,-13.14,-5.69,-2.9,-7.96,-4.66,23.15,21.3,0,23.25,-8648.21,-16183.22693,-10327.392,-6703.366667,-4087.933333,0.1,-1
+14/09/2019,0,0,0,0,0,0,0,0,0,0,-13.13,-5.67,-2.92,-8.07,-4.67,22.65,21,0,23.5,-8648.21,-16183.22693,-10327.392,-6703.366667,-4087.933333,0.1,-1.01
+15/09/2019,0,0,0,0,0,0,0,0,0,0,-13.11,-5.66,-2.92,-8.05,-4.67,22.45,20.15,0,22.55,-8215.7995,-15374.06559,-9811.0224,-6368.198333,-3883.536667,0.1,-1.01
+16/09/2019,0,0,0,0,0,0,0,0,0,0,-13.08,-5.78,-2.92,-8.03,-4.68,22.45,20.35,0,22.45,-8648.21,-16183.22693,-10327.392,-6703.366667,-4087.933333,0.1,-1.02
+17/09/2019,0,0,0,0,0,0,0,0,0,0,-13.06,-5.77,-2.91,-8.01,-4.68,21.1,18.15,0,21.95,-8648.21,-16183.22693,-10327.392,-6703.366667,-4087.933333,0.1,-1.02
+18/09/2019,0,0,0,0,0,0,0,0,7.4,0,-13.06,-5.68,-2.92,-8.08,-4.68,22.4,18.45,0,22.7,-8648.21,-16183.22693,-10327.392,-6703.366667,-4087.933333,0.11,-1.02
+19/09/2019,0,0,0,0,0,0,0,4.4,0,0,-13.07,-5.73,-2.9,-8.12,-4.69,22.75,16.95,0,22.6,-8648.21,-16183.22693,-10327.392,-6703.366667,-4087.933333,0.11,-1.01
+20/09/2019,1.2,0.2,0.2,0,0,5.4,0,1.2,0,2.8,-13.13,-5.76,-2.91,-8.16,-4.7,19.2,15.15,0,20.1,-8648.21,-16183.22693,-10327.392,-6703.366667,-4087.933333,0.1,-1.03
+21/09/2019,0,0,0,0,0,0,0,0,20,0,-13.14,-5.69,-2.92,-8.17,-4.71,17.4,14.9,0,18.9,-8648.21,-16183.22693,-10327.392,-6703.366667,-4087.933333,0.09,-1.07
+22/09/2019,1.6,5.4,12.2,7.4,0,4.4,1.8,3.2,7.8,3.2,-13.09,-5.65,-2.82,-8.13,-4.72,17.95,13.75,0,17.5,-8215.7995,-15374.06559,-9811.0224,-6368.198333,-3883.536667,0.1,-1.08
+23/09/2019,21,11.8,18.8,19.8,0,34.8,26.4,26.6,0,33.8,-13.06,-5.7,-2.7,-7.99,-4.69,19.9,14.9,0,20.05,-8648.21,-16183.22693,-10327.392,-6703.366667,-4087.933333,0.12,-1.07
+24/09/2019,4.6,5.2,3.8,5.2,0,1.8,6.6,3,24.6,6.6,-13.07,-5.7,-2.69,-7.99,-4.7,18.85,14.95,0,19.9,-8648.21,-16183.22693,-10327.392,-6703.366667,-4087.933333,0.12,-1.08
+25/09/2019,7.8,2.4,7.8,5.2,3.2,4.6,5.6,3.6,0,6.8,-13.06,-5.7,-2.7,-7.98,-4.66,19.45,13.9,0,20.25,-8648.21,-16183.22693,-10327.392,-6703.366667,-4087.933333,0.18,-0.91
+26/09/2019,8,0,0.2,0.4,39.2,35.6,29.4,11.2,2,48.6,-13.13,-5.71,-2.72,-7.96,-4.65,20.25,16,0,21,-8648.21,-16183.22693,-10327.392,-6703.366667,-4087.933333,0.15,-0.96
+27/09/2019,0,0,0.2,0,0,0,0,0,0,0,-13.16,-5.62,-2.73,-7.93,-4.66,18.25,15,0,19.15,-8648.21,-16183.22693,-10327.392,-6703.366667,-4087.933333,0.13,
+28/09/2019,1,0.6,1.4,0.6,0.4,0.4,0.4,0.4,0,0.6,-13.15,-5.65,-2.75,-7.95,-4.68,20.85,15.3,0,20.85,-8648.21,-16183.22693,-10327.392,-6703.366667,-4087.933333,0.13,-0.98
+29/09/2019,0,0.6,0.2,0,0.2,0,0,0,0.8,0,-13.14,-5.67,-2.73,-7.9,-4.7,19.95,15.65,0,19.75,-8215.7995,-15374.06559,-9811.0224,-6368.198333,-3883.536667,0.11,-1
+30/09/2019,1.2,1.4,0.4,0,10.2,5.2,2.2,0,0.2,3.8,-13.11,-5.68,-2.75,-7.78,-4.7,21.35,16.35,0,21.55,-8648.21,-16183.22693,-10327.392,-6703.366667,-4087.933333,0.12,-0.99
+01/10/2019,1.4,0,0.2,0,3.6,1.4,1.8,0.2,27.4,2.6,-13.11,-5.64,-2.75,-7.75,-4.71,20.55,17.2,0,20.7,-6887.970968,-15365.70234,-10177.056,-6235.290323,-3608.806452,0.1,-1.01
+02/10/2019,46.8,11.8,2.8,2,64.2,38,28.4,11.8,0,27.4,-13.06,-5.62,-2.68,-7.71,-4.65,19.35,13.7,0,18.7,-6887.970968,-15365.70234,-10177.056,-6235.290323,-3608.806452,0.19,-0.91
+03/10/2019,2,0,0,0.8,12.8,1.6,5.8,2.4,0,2,-13.11,-5.69,-2.68,-7.76,-4.65,14.35,10.9,0,14.7,-6887.970968,-15365.70234,-10177.056,-6235.290323,-3608.806452,0.14,-1.01
+04/10/2019,0,0,0,0,0,0,0,0,0.2,0,-13.14,-5.71,-2.72,-7.83,-4.69,14,10.85,0,13.75,-6887.970968,-15365.70234,-10177.056,-6235.290323,-3608.806452,0.09,-1.02
+05/10/2019,0.4,1,0.8,0.4,2.6,1.2,0.4,0.4,0,2.8,-13.13,-5.71,-2.76,-7.82,-4.72,18,13,0,18.25,-6887.970968,-15365.70234,-10177.056,-6235.290323,-3608.806452,0.08,-1.02
+06/10/2019,0,0,0.2,0.2,0,0,0,0,0.8,0.2,-13.19,-5.62,-2.74,-7.89,-4.73,17.1,15.05,0,17.6,-6543.572419,-14597.41723,-9668.2032,-5923.525806,-3428.366129,0.08,-1.03
+07/10/2019,2.2,2.6,3.8,1.4,0.8,0.4,1.2,12,0,1.8,-13.16,-5.67,-2.72,-7.8,-4.74,15.9,12.4,0,16.55,-6887.970968,-15365.70234,-10177.056,-6235.290323,-3608.806452,0.08,-1.03
+08/10/2019,0,0,0,0,0,0,0.2,1.8,17.8,0,-13.21,-5.75,-2.78,-7.9,-4.74,15.85,13.95,0,15.9,-6887.970968,-15365.70234,-10177.056,-6235.290323,-3608.806452,0.08,-1.04
+09/10/2019,0,0,0,0,0,0,0,0,0.2,0,-13.2,-5.69,-2.78,-7.91,-4.75,15.05,12.55,0,15.2,-6887.970968,-15365.70234,-10177.056,-6235.290323,-3608.806452,0.09,-1.02
+10/10/2019,26.4,6.2,11.2,4.6,50.6,41.4,26.4,3.6,0.2,38.8,-13.19,-5.63,-2.75,-7.86,-4.71,16.8,12.9,0,17,-6887.970968,-15365.70234,-10177.056,-6235.290323,-3608.806452,0.16,-0.98
+11/10/2019,0,0.2,0,0.2,0,0,0,0,0,0.2,-13.24,-5.68,-2.77,-7.93,-4.73,16.8,15,0,17.15,-6887.970968,-15365.70234,-10177.056,-6235.290323,-3608.806452,0.13,-1.04
+12/10/2019,0,0,0,0.2,0,0,0,0,0,0,-13.24,-5.65,-2.8,-7.95,-4.74,16.9,14.5,0,17.2,-6887.970968,-15365.70234,-10177.056,-6235.290323,-3608.806452,0.11,-1.04
+13/10/2019,0,0,0.2,0,0,0,0,0,0.2,0,-13.24,-5.71,-2.77,-7.92,-4.75,17.6,13.8,0,17.55,-6543.572419,-14597.41723,-9668.2032,-5923.525806,-3428.366129,0.1,-1.03
+14/10/2019,0,0,0,0,0,0,0,0,27.8,0,-13.22,-5.76,-2.75,-7.83,-4.76,17.95,14.7,0,17.85,-6887.970968,-15365.70234,-10177.056,-6235.290323,-3608.806452,0.1,-1.04
+15/10/2019,3.8,0,0.2,0,1,0.4,0.2,2.2,0.4,1,-13.17,-5.74,-2.72,-7.77,-4.75,18.45,13.25,0,17.7,-6887.970968,-15365.70234,-10177.056,-6235.290323,-3608.806452,0.15,-1.02
+16/10/2019,34.2,5.4,15.8,10.6,20.8,10.2,30.8,15,0,29.6,-13.2,-5.8,-2.72,-7.79,-4.75,15.95,11.2,0,16.7,-6887.970968,-15365.70234,-10177.056,-6235.290323,-3608.806452,0.27,-1.05
+17/10/2019,0,0,0.2,0,1,3,0.2,0,0,0.2,-13.23,-5.79,-2.72,-7.77,-4.78,13.85,11.25,0,14.3,-6887.970968,-15365.70234,-10177.056,-6235.290323,-3608.806452,0.18,-1.09
+18/10/2019,0,0,0.2,0,0,0,0,0.2,0.8,0,-13.26,-5.72,-2.72,-7.74,-4.79,16,13.1,0,16,-6887.970968,-15365.70234,-10177.056,-6235.290323,-3608.806452,0.1,-1.09
+19/10/2019,1.2,0.4,1.2,1,0,0,1.2,0.8,2,0.8,-13.27,-5.72,-2.76,-7.72,-4.78,17.75,12.95,0,17.5,-6887.970968,-15365.70234,-10177.056,-6235.290323,-3608.806452,0.13,-1.07
+20/10/2019,2,0.4,0,0,0.4,1,0.6,2.4,1,2.4,-13.3,-5.66,-2.74,-7.77,-4.79,16.1,13.1,0,17.15,-6543.572419,-14597.41723,-9668.2032,-5923.525806,-3428.366129,0.1,-1.07
+21/10/2019,6.8,0.2,1.8,0,1.6,0.4,1.8,4.6,0,6.4,-13.28,-5.77,-2.75,-7.79,-4.8,20.05,15.9,0,20.75,-6887.970968,-15365.70234,-10177.056,-6235.290323,-3608.806452,0.1,-1.07
+22/10/2019,0,0,0.2,0,0,0,0,0.8,0,0,-13.26,-5.8,-2.75,-7.81,-4.8,20.55,17.65,0,20.6,-6887.970968,-15365.70234,-10177.056,-6235.290323,-3608.806452,0.1,-1.08
+23/10/2019,0,0,0,0.2,0,0,0,0,35.4,0.2,-13.23,-5.8,-2.76,-7.82,-4.81,19.15,17.2,0,19.4,-6887.970968,-15365.70234,-10177.056,-6235.290323,-3608.806452,0.11,-1.11
+24/10/2019,6.2,2.8,1.4,0.8,0.6,3.2,2.6,0.2,0.2,8.6,-13.21,-5.7,-2.66,-7.75,-4.8,14.9,13.3,0,16.25,-6887.970968,-15365.70234,-10177.056,-6235.290323,-3608.806452,0.16,-1.05
+25/10/2019,32.8,27.2,41.2,24.6,34.8,29.6,37.2,14.2,0,37.8,-13.27,-5.72,-2.57,-7.71,-4.78,17.85,14.15,0,18.15,-6887.970968,-15365.70234,-10177.056,-6235.290323,-3608.806452,0.23,-1.05
+26/10/2019,0,0,0,0,0,0,0.2,0.2,0,0.2,-13.3,-5.69,-2.67,-7.71,-4.8,18.55,16.75,0,17.35,-6887.970968,-15365.70234,-10177.056,-6235.290323,-3608.806452,0.19,-1.09
+27/10/2019,0,0,0,0.2,0,0,0,0,0,0,-13.25,-5.68,-2.64,-7.66,-4.82,17.65,17.35,0,17,-6543.572419,-14597.41723,-9668.2032,-5923.525806,-3428.366129,0.16,-1.1
+28/10/2019,0,0,0,0,0,0,0.2,0,12.8,0.2,-13.27,-5.66,-2.65,-7.59,-4.82,14.85,14.15,0,15.1,-6887.970968,-15365.70234,-10177.056,-6235.290323,-3608.806452,0.16,-1.1
+29/10/2019,0,0,0,0,0,0,0,0,4.8,0,-13.26,-5.64,-2.61,-7.53,-4.82,14.95,11.85,0,16.35,-6887.970968,-15365.70234,-10177.056,-6235.290323,-3608.806452,0.14,-1.09
+30/10/2019,18.2,36.6,49.8,30.4,17.6,23.6,17.2,2.4,6.8,18.4,-13.23,-5.72,-2.47,-7.48,-4.8,16.65,12.25,0,17.05,-6887.970968,-15365.70234,-10177.056,-6235.290323,-3608.806452,0.16,-1.06
+31/10/2019,0,41.8,6.6,6.2,0,0,0,2.6,0.2,0,-13.22,-5.74,-2.35,-7.41,-4.81,14.35,10.25,0,14.6,-6887.970968,-15365.70234,-10177.056,-6235.290323,-3608.806452,0.14,-1.07
+01/11/2019,0.8,10,21.6,15.6,0.8,3.6,1.2,1.8,18,1.8,-13.17,-5.76,-2.31,-7.37,-4.82,15.15,10.4,0,15.6,-6113.553333,-15272.40914,-9975.744,-6352.12963,-3021.7,0.19,-1.09
+02/11/2019,0.8,0.2,0.2,0,0.2,0.4,0.4,0,27,1.2,-13.09,-5.68,-2.31,-7.3,-4.81,13.65,11.05,0,14.15,-6113.553333,-15272.40914,-9975.744,-6352.12963,-3021.7,0.21,-1.06
+03/11/2019,18,42.4,38,33.8,20,30,20.4,3.8,21.4,37.8,-12.98,-5.65,-2.08,-7.19,-4.74,16.45,11.3,0,16.75,-5807.875667,-14508.78868,-9476.9568,-6034.523148,-2870.615,0.38,-0.77
+04/11/2019,48.8,16,17,20,37,27.6,33,6.6,48.6,46,-13.03,-5.64,-2.05,-7.14,-4.36,15.45,10.5,0,15.85,-6113.553333,-15272.40914,-9975.744,-6352.12963,-3021.7,0.6,-0.11
+05/11/2019,87,26.4,5.6,2.6,30.2,22.2,40.6,7.4,27.6,63,-13.01,-4.83,-1.87,-7.07,-3.99,16.95,10.25,0,15.55,-6113.553333,-15272.40914,-9975.744,-6352.12963,-3021.7,0.88,0.98
+06/11/2019,27.6,23.6,38.8,34.6,22.8,29.4,45.2,1.4,12,41.4,-13.05,-5.23,-1.67,-6.95,-3.71,11.2,6.4,0,11.8,-6113.553333,-15272.40914,-9975.744,-6352.12963,-3021.7,0.79,0.53
+07/11/2019,18.4,6,12.4,8,11.6,12.6,9.8,0.4,45.4,12,-13.07,-5.19,-1.74,-6.85,-3.76,10.2,7.75,0,10.25,-6113.553333,-15272.40914,-9975.744,-6352.12963,-3021.7,0.63,-0.09
+08/11/2019,49.2,50.4,41,36,53.4,47.8,51.8,8.4,7.4,54.8,-13.02,-5.08,-1.28,-6.7,-3.58,11.2,5.85,0,11.15,-6113.553333,-15272.40914,-9975.744,-6352.12963,-3021.7,0.88,0.76
+09/11/2019,24.4,20.4,24.6,23.8,28.2,33,26.6,3.8,0,24.2,-13.05,-5.02,-1.12,-6.49,-3.26,9.95,5.2,0,9.05,-6113.553333,-15272.40914,-9975.744,-6352.12963,-3021.7,0.84,0.66
+10/11/2019,0.2,0.2,0.2,0,0.2,0,0.4,0,8.6,0.2,-13.04,-4.94,-1.26,-6.35,-3.45,9.65,6.95,0,9.2,-5807.875667,-14508.78868,-9476.9568,-6034.523148,-2870.615,0.61,-0.13
+11/11/2019,7.2,3.6,6.2,4,6,3.4,3.8,3.6,10.8,7.2,-13.04,-4.84,-1.36,-6.24,-3.6,12.85,6.9,0,12.35,-6113.553333,-15272.40914,-9975.744,-6352.12963,-3021.7,0.57,-0.23
+12/11/2019,4.8,2.4,4.2,1.2,2.2,2.2,3.2,1,1.6,6.4,-12.94,-4.83,-1.4,-6.09,-3.7,13.4,8.55,0,13.35,-6113.553333,-15272.40914,-9975.744,-6352.12963,-3021.7,0.53,-0.33
+13/11/2019,7.6,9.6,25.2,23.2,8.2,10,8.4,21.8,0,9,-12.96,-4.9,-1.25,-6,-3.79,11.5,6.7,0,9.75,-6113.553333,-15272.40914,-9975.744,-6352.12963,-3021.7,0.52,-0.42
+14/11/2019,0,3.4,1.6,0.4,1,0.8,0.2,0,59.6,0.8,-13,-4.86,-1.25,-5.92,-3.94,10,6.75,0,9.55,-6113.553333,-15272.40914,-9975.744,-6352.12963,-3021.7,0.44,-0.76
+15/11/2019,51,32,39.8,23.6,41.6,28,35,5.8,31.8,54.8,-12.95,-4.87,-0.96,-5.74,-3.7,10.9,5.75,0,11,-6113.553333,-15272.40914,-9975.744,-6352.12963,-3021.7,0.84,0.61
+16/11/2019,26.6,33.2,49.8,30.4,31.4,30.6,32.2,4.4,36,26.8,-12.98,-4.66,-0.73,-5.53,-3.18,10.05,4.75,0,10,-6113.553333,-15272.40914,-9975.744,-6352.12963,-3021.7,0.95,1.05
+17/11/2019,45.6,43.2,52,36.8,59.6,46.2,52.8,61,35.8,37.6,-12.91,-4.52,-0.38,-5.38,-2.81,10.7,5.45,0,10.2,-5807.875667,-14508.78868,-9476.9568,-6034.523148,-2870.615,1.19,1.77
+18/11/2019,29.8,7.8,5,2.6,16.6,11.2,18.4,0.2,23.6,17.4,-12.95,-4.48,-0.58,-5.24,-2.66,9.15,5.6,0,8.8,-6113.553333,-15272.40914,-9975.744,-6352.12963,-3021.7,1.04,1.32
+19/11/2019,67.2,31.4,35,26.6,40.6,37.8,38.2,3,0.8,54.4,-12.93,-4.28,-0.35,-5.1,-2.18,10.85,7.2,0,11.5,-6113.553333,-15272.40914,-9975.744,-6352.12963,-3021.7,1.45,2.51
+20/11/2019,25.6,9.8,13,4.4,14.2,6,13.2,2.2,3.8,14.8,-12.91,-3.99,-0.74,-4.99,-2.13,12.5,7.75,0,12.2,-6113.553333,-15272.40914,-9975.744,-6352.12963,-3021.7,1.13,1.55
+21/11/2019,2.6,1.4,2.4,0.8,0,4.6,2,0,5.6,3.4,-12.89,-4.02,-0.88,-4.96,-2.5,10.8,6.05,0,10.7,-6113.553333,-15272.40914,-9975.744,-6352.12963,-3021.7,0.86,0.7
+22/11/2019,11.2,2.2,1.4,0.8,0,2.2,3.4,0,46,11.2,-12.88,-4.14,-0.99,-4.92,-2.77,10.75,6,0,10.85,-6113.553333,-15272.40914,-9975.744,-6352.12963,-3021.7,0.76,0.36
+23/11/2019,29.2,7.8,6.8,3.6,0,13,15,0.4,12.6,24,-12.83,-4.15,-0.91,-4.9,-2.81,12.45,7.85,0,11.95,-6113.553333,-15272.40914,-9975.744,-6352.12963,-3021.7,0.89,0.81
+24/11/2019,77.4,49.4,60.4,26.4,0,31.8,45.6,9.8,1.6,70.6,-12.81,-3.86,-0.55,-4.83,-2.04,14.35,8.2,0,13.8,-5807.875667,-14508.78868,-9476.9568,-6034.523148,-2870.615,1.43,2.5
+25/11/2019,2.2,2.6,3.2,1.8,0.8,3.8,3,40.4,0,2.6,-12.82,-3.79,-0.79,-4.78,-2.21,14,11.35,0,14.7,-6113.553333,-15272.40914,-9975.744,-6352.12963,-3021.7,1.03,1.23
+26/11/2019,0,0.2,0,0.2,0,0,0.2,0.4,37.4,0.2,-12.85,-3.85,-0.92,-4.8,-2.51,11.15,9.9,0,11.8,-6113.553333,-15272.40914,-9975.744,-6352.12963,-3021.7,0.83,0.59
+27/11/2019,2.4,0.4,0.6,0.4,1.4,1,1.8,0,12.8,2,-12.82,-4.04,-0.93,-4.74,-2.66,12.65,9.2,0,13.3,-6113.553333,-15272.40914,-9975.744,-6352.12963,-3021.7,0.81,0.53
+28/11/2019,34.6,17,24.6,29.4,53.8,48.6,44.2,7.2,3.2,58.8,-12.81,-4.06,-0.86,-4.66,-2.58,14,8.25,0,14.25,-6113.553333,-15272.40914,-9975.744,-6352.12963,-3021.7,0.88,0.68
+29/11/2019,10.8,1.8,2.2,5,18.6,3,19.6,1.2,0.2,31,-12.84,-4.04,-0.96,-4.66,-2.62,12.6,7.85,0,12.45,-6113.553333,-15272.40914,-9975.744,-6352.12963,-3021.7,0.83,0.53
+30/11/2019,1.6,4,1,0.6,2.2,2.2,2.6,0,8.8,1.4,-12.89,-4.07,-1.06,-4.72,-2.76,11.7,7.8,0,10.85,-6113.553333,-15272.40914,-9975.744,-6352.12963,-3021.7,0.73,0.23
+01/12/2019,0,0.2,0.2,0,0,0,0.2,0,49.2,0.2,-12.88,-4.16,-1.12,-4.75,-2.9,9.8,7.15,0,10.1,-5684.337258,-14237.5968,-9516.3552,-3630.440323,-318.433871,0.68,0.03
+02/12/2019,52.2,14.6,2.2,3.4,43.6,30.2,64.2,28.6,0.2,57.6,-12.84,-3.78,-1.09,-4.67,-2.7,13.6,8.4,0,13.85,-5983.512903,-14986.944,-10017.216,-3821.516129,-335.1935484,0.96,0.87
+03/12/2019,1.4,0.2,37.8,28.4,5,0.4,0.6,6,0,0.2,-12.88,-4.04,-1.1,-4.67,-2.59,10.6,4.35,0,10.3,-5983.512903,-14986.944,-10017.216,-3821.516129,-335.1935484,0.86,0.55
+04/12/2019,0.2,0,0,0,0,0,0,0,0,0,-12.87,-4.14,-1.19,-4.7,-2.77,6.8,3.5,0,7.4,-5983.512903,-14986.944,-10017.216,-3821.516129,-335.1935484,0.71,0.1
+05/12/2019,0,0,0,0,0,0,0.2,0,4,0,-12.88,-4.25,-1.25,-4.71,-2.92,5.6,5.65,0,6,-5983.512903,-14986.944,-10017.216,-3821.516129,-335.1935484,0.65,-0.11
+06/12/2019,0,0,0,0,0.2,0,0,0,0.6,0,-12.87,-4.35,-1.3,-4.66,-3.07,8.75,8.3,0,8.5,-5983.512903,-14986.944,-10017.216,-3821.516129,-335.1935484,0.59,-0.33
+07/12/2019,4,5.6,5,6.6,18.4,16.8,6.4,2.2,0.4,8.8,-12.84,-4.4,-1.36,-4.64,-3.18,9.6,7.35,0,11.05,-5983.512903,-14986.944,-10017.216,-3821.516129,-335.1935484,0.56,-0.45
+08/12/2019,0.2,0.8,6,2.4,1.4,3.2,0,0.4,21,0.6,-12.83,-4.37,-1.38,-4.63,-3.33,11.85,7.55,0,11.15,-5684.337258,-14237.5968,-9516.3552,-3630.440323,-318.433871,0.49,-0.81
+09/12/2019,14.2,15.8,24.8,11.2,25.2,26,19,0.2,0,24.8,-12.75,-4.45,-1.24,-4.55,-3.4,11,5.8,0,10.4,-5983.512903,-14986.944,-10017.216,-3821.516129,-335.1935484,0.51,-0.74
+10/12/2019,8.4,5,1.4,1.4,1,0.4,6.8,0,0,5.2,-12.79,-4.5,-1.23,-4.58,-3.41,8.15,5.5,0,8.65,-5983.512903,-14986.944,-10017.216,-3821.516129,-335.1935484,0.5,-0.73
+11/12/2019,0,0,0,0,0,0,0,0,14.8,0,-12.77,-4.51,-1.3,-4.64,-3.44,5.8,3.2,0,5.55,-5983.512903,-14986.944,-10017.216,-3821.516129,-335.1935484,0.5,-0.75
+12/12/2019,13.6,16.2,7.8,10.8,16.6,16.4,18.2,0,30.8,14.2,-12.69,-4.53,-1.18,-4.57,-3.48,2.9,1.95,0,3.85,-5983.512903,-14986.944,-10017.216,-3821.516129,-335.1935484,0.48,-0.82
+13/12/2019,13,7.8,6.4,7.2,14.8,9.4,16,0,0,22.4,-12.57,-4.1,-0.92,-4.47,-3.4,4.6,3.6,0,4.9,-5983.512903,-14986.944,-10017.216,-3821.516129,-335.1935484,0.61,-0.46
+14/12/2019,19.8,42.2,51.2,51,35.6,33.2,27.2,0,1.2,42.4,-12.67,-4.17,-0.71,-4.42,-3.13,4,6.45,0,4.9,-5983.512903,-14986.944,-10017.216,-3821.516129,-335.1935484,0.64,-0.23
+15/12/2019,0.6,2.2,1.4,1.4,2.6,4.4,1.8,0.8,0,2,-12.74,-4.4,-0.87,-4.5,-3.16,12.4,8.7,0,11.8,-5684.337258,-14237.5968,-9516.3552,-3630.440323,-318.433871,0.55,-0.55
+16/12/2019,0.4,0.4,0.4,0,1.6,0.2,0.2,2,0,0.4,-12.75,-4.49,-0.96,-4.52,-3.2,12.35,8.3,0,12.3,-5983.512903,-14986.944,-10017.216,-3821.516129,-335.1935484,0.54,-0.6
+17/12/2019,0.2,0,0.4,0,0,0,0,2.6,0,0,-12.74,-4.43,-1.06,-4.56,-3.27,14.3,9.05,0,14.4,-5983.512903,-14986.944,-10017.216,-3821.516129,-335.1935484,0.51,-0.69
+18/12/2019,0.8,0,0.4,0,0,0,0,4.2,0.8,1.2,-12.76,-4.49,-1.14,-4.53,-3.31,13.45,9.1,0,13.9,-5983.512903,-14986.944,-10017.216,-3821.516129,-335.1935484,0.51,-0.7
+19/12/2019,0.2,0.2,0.2,0,0,0,0,0.6,58,0.6,-12.74,-4.61,-1.2,-4.48,-3.36,11.8,8.3,0,12.25,-5983.512903,-14986.944,-10017.216,-3821.516129,-335.1935484,0.49,-0.77
+20/12/2019,0.8,1,0.2,0,0.8,1.4,0.6,1,43.8,0.6,-12.67,-4.59,-1.19,-4.42,-3.36,10.3,7.7,0,11.5,-5983.512903,-14986.944,-10017.216,-3821.516129,-335.1935484,0.54,-0.6
+21/12/2019,115.8,41.4,31.8,31,93.8,68.4,96.8,28,23.8,159.4,-12.57,-4.43,-0.79,-4.32,-2.21,13.15,8.45,0,13.25,-5983.512903,-14986.944,-10017.216,-3821.516129,-335.1935484,1.44,2.36
+22/12/2019,45.2,37,52.6,55,42.8,53,38.4,10.4,0.2,61.6,-12.51,-4.14,-0.47,-4.19,-1.66,11.8,6.6,0,11.5,-5684.337258,-14237.5968,-9516.3552,-3630.440323,-318.433871,1.29,1.73
+23/12/2019,0.2,0,0,0,0,0,0.2,0.2,0,0,-12.61,-4.02,-0.8,-4.18,-1.86,10.5,7.6,0,11.2,-5983.512903,-14986.944,-10017.216,-3821.516129,-335.1935484,0.93,0.74
+24/12/2019,0,0,0,0,0.2,0,0,0,0,0,-12.68,-4.07,-0.98,-4.25,-2.1,7.95,7.15,0,8.25,-5983.512903,-14986.944,-10017.216,-3821.516129,-335.1935484,0.79,0.34
+25/12/2019,0,0,0.2,0,0,0,0.2,0,0,0,-12.66,-4.14,-1.07,-4.26,-2.29,9.45,8.65,0,9.6,-5983.512903,-14986.944,-10017.216,-3821.516129,-335.1935484,0.7,0.1
+26/12/2019,0,0.2,0,0,0,0,0,0,0,0,-12.69,-4.11,-1.17,-4.22,-2.47,6.95,7.75,0,7.1,-5983.512903,-14986.944,-10017.216,-3821.516129,-335.1935484,0.63,-0.14
+27/12/2019,0.2,0,0,0.2,0,0,0.2,0,0,0,-12.7,-4.18,-1.24,-4.22,-2.63,6.8,6.5,0,6.5,-5983.512903,-14986.944,-10017.216,-3821.516129,-335.1935484,0.58,-0.34
+28/12/2019,0,0,0,0,0,0,0,0,0,0,-12.74,-4.3,-1.33,-4.28,-2.78,6.2,3.25,0,6.25,-5983.512903,-14986.944,-10017.216,-3821.516129,-335.1935484,0.52,-0.62
+29/12/2019,0,0,0,0,0,0,0.2,0,0,0.2,-12.75,-4.37,-1.36,-4.31,-2.93,5.3,3.35,0,4.45,-5684.337258,-14237.5968,-9516.3552,-3630.440323,-318.433871,0.48,-0.77
+30/12/2019,0.2,0.2,0,0.2,0,0,0,0,0,0,-12.75,-4.41,-1.42,-4.3,-3.02,4.9,3.5,0,4.65,-5983.512903,-14986.944,-10017.216,-3821.516129,-335.1935484,0.47,-0.81
+31/12/2019,0.2,0.2,0,0,0,0,0.2,0,0,0,-12.72,-4.47,-1.47,-4.32,-3.09,3.7,4.5,0,3.6,-5983.512903,-14986.944,-10017.216,-3821.516129,-335.1935484,0.45,-0.83
+01/01/2020,0,0,0,0,0,0,0,0,0,0,-12.71,-4.56,-1.49,,-3.14,4.7,9.15,0,4.5,-6301.654839,-11626.54839,-6071.193548,-5911,-3561.193548,0.39,-0.86
+02/01/2020,0,0,0,0.2,0,0,0.2,0,0,0,-12.7,-4.68,-1.51,,-3.2,4.85,8.2,0,4.95,-6301.654839,-11626.54839,-6071.193548,-5911,-3561.193548,0.38,-0.88
+03/01/2020,0.2,0.2,0,0,0,0,0.2,0,0,0,-12.67,-4.74,-1.55,,-3.26,5.15,5.4,0,5.3,-6301.654839,-11626.54839,-6071.193548,-5911,-3561.193548,0.37,-0.88
+04/01/2020,0,0.6,0.8,0.2,0,0,0.2,0,0,0.6,-12.63,-4.68,-1.58,,-3.29,8.65,6.65,0,9.15,-6301.654839,-11626.54839,-6071.193548,-5911,-3561.193548,0.35,-0.89
+05/01/2020,0,0,0,0.2,0,0,0,0,0,0.2,-12.65,-4.71,-1.6,,-3.32,5.2,7.6,0,5.5,-5986.572097,-11045.22097,-5767.633871,-5615.45,-3383.133871,0.32,-0.89
+06/01/2020,0.2,0,0,0,0,0,0,0,0,0,-12.66,-4.76,-1.62,,-3.33,4.5,4.2,0,4.65,-6301.654839,-11626.54839,-6071.193548,-5911,-3561.193548,0.31,-0.88
+07/01/2020,0,0.2,0,0.2,0,0,0.2,0,0,0,-12.63,-4.81,-1.63,,-3.34,2.2,5.4,0,3.1,-6301.654839,-11626.54839,-6071.193548,-5911,-3561.193548,0.31,-0.88
+08/01/2020,0,0,0,0.2,0,0,0,0,0,0,-12.65,-4.86,-1.67,-4.57,-3.37,6.45,7.6,0,5.85,-6301.654839,-11626.54839,-6071.193548,-5911,-3561.193548,0.32,-0.89
+09/01/2020,0.2,0.2,0,0.2,0,0,0.2,0,0,0,-12.64,-4.84,-1.67,-4.59,-3.39,5,5.3,0,4.7,-6301.654839,-11626.54839,-6071.193548,-5911,-3561.193548,0.31,-0.89
+10/01/2020,0,0,0,0.2,0,0,0.2,0,0,0,-12.61,-4.91,-1.68,-4.6,-3.41,4.9,5.3,0,6,-6301.654839,-11626.54839,-6071.193548,-5911,-3561.193548,0.32,-0.88
+11/01/2020,0.2,0.8,2,1.2,0.2,0.4,0.2,0,0,0.4,-12.62,-4.95,-1.7,-4.68,-3.43,8.95,6.95,0,8.4,-6301.654839,-11626.54839,-6071.193548,-5911,-3561.193548,0.31,-0.91
+12/01/2020,0,0.2,0,0,0,0,0,0,0,0,-12.62,-5.03,-1.71,-4.72,-3.44,7.45,5.05,0,6.8,-5986.572097,-11045.22097,-5767.633871,-5615.45,-3383.133871,0.3,-0.91
+13/01/2020,0.2,0,0,0,0,0,0.2,0,0.4,0,-12.61,-4.98,-1.72,-4.73,-3.46,4.95,4.55,0,4.8,-6301.654839,-11626.54839,-6071.193548,-5911,-3561.193548,0.3,-0.92
+14/01/2020,0,0.2,0,0.2,0,0,0.2,0,2,0.2,-12.61,-5.03,-1.73,-4.74,-3.48,3.45,3.65,0,4.1,-6301.654839,-11626.54839,-6071.193548,-5911,-3561.193548,0.3,-0.91
+15/01/2020,2.2,0.8,5.2,2,2.8,2,2.4,0,0,5.8,-12.62,-5.11,-1.74,-4.77,-3.5,8.6,4.95,0,8.7,-6301.654839,-11626.54839,-6071.193548,-5911,-3561.193548,0.29,-0.92
+16/01/2020,0.4,0,0.2,0,0,0,0.2,0,4.6,0.4,-12.62,-5.08,-1.76,-4.8,-3.51,6.8,5.2,0,7.8,-6301.654839,-11626.54839,-6071.193548,-5911,-3561.193548,0.28,-0.92
+17/01/2020,0,0,0.2,0.2,0,0,0,0,8.8,0.2,-12.59,-5.1,-1.76,-4.82,-3.53,4.8,4.65,0,5.85,-6301.654839,-11626.54839,-6071.193548,-5911,-3561.193548,0.29,-0.93
+18/01/2020,16,9.6,14.4,9.8,12,10.8,13.4,0.6,0.2,18.8,-12.54,-5.08,-1.64,-4.81,-3.53,6.15,3.55,0,7.35,-6301.654839,-11626.54839,-6071.193548,-5911,-3561.193548,0.3,-0.91
+19/01/2020,0.6,0.4,1.2,2.4,0.6,0.4,0.2,1.6,0,3,-12.57,-5.13,-1.64,-4.83,,5.9,3.1,0,6.6,-5986.572097,-11045.22097,-5767.633871,-5615.45,-3383.133871,0.29,-0.92
+20/01/2020,0.2,0,0,0,0,0,0,5,0,0,-12.65,-5.21,-1.7,-4.86,,8.05,2.05,0,8.55,-6301.654839,-11626.54839,-6071.193548,-5911,-3561.193548,0.28,-0.94
+21/01/2020,0,0,0,0,0,0,0,0,0,0,-12.65,-5.22,-1.72,-4.88,,6.8,2.65,0,7.3,-6301.654839,-11626.54839,-6071.193548,-5911,-3561.193548,0.25,-0.95
+22/01/2020,0,0,0,0,0,0,0,0,0,0,-12.6,-5.14,-1.71,-4.89,,7.35,8.3,0,7.6,-6301.654839,-11626.54839,-6071.193548,-5911,-3561.193548,0.25,-0.94
+23/01/2020,0,0,0,0,0,0,0,0,2.4,0,-12.56,-5.14,-1.7,-4.87,,7.85,7.85,0,7.85,-6301.654839,-11626.54839,-6071.193548,-5911,-3561.193548,0.26,-0.94
+24/01/2020,0,0,0,0,0,0,0.2,0,14.4,0,-12.54,-5.22,-1.72,-4.94,,5.75,5.3,0,6.6,-6301.654839,-11626.54839,-6071.193548,-5911,-3561.193548,0.26,-0.93
+25/01/2020,12.6,23.8,47.6,29.4,17.4,21.4,19.6,3.4,0,17,-12.5,-5.23,-1.35,-4.91,,10.5,5.35,0,10.35,-6301.654839,-11626.54839,-6071.193548,-5911,-3561.193548,0.3,-0.91
+26/01/2020,12.4,3,0.4,1,2.2,2.4,2.4,0.2,1.2,9.4,-12.48,-5.23,-1.31,-4.87,,8.45,5.55,0,9.7,-5986.572097,-11045.22097,-5767.633871,-5615.45,-3383.133871,0.28,-0.92
+27/01/2020,0.4,0.2,0.4,0.4,0.4,0.2,0.4,0,26.4,1,-12.47,-5.34,-1.37,-4.78,,6.3,5.1,0,7.75,-6301.654839,-11626.54839,-6071.193548,-5911,-3561.193548,0.29,-0.92
+28/01/2020,15.2,11.2,24.2,12.8,23.2,21.6,17.8,0,0,26.4,-12.4,-5.43,-1.29,-4.69,,12.05,6.05,0,11.4,-6301.654839,-11626.54839,-6071.193548,-5911,-3561.193548,0.39,-0.75
+29/01/2020,13.8,0.2,0.8,0.2,4.2,2.2,8.8,3.4,0.8,17.2,-12.41,-5.3,-1.32,-4.69,,9.9,5.35,0,11.35,-6301.654839,-11626.54839,-6071.193548,-5911,-3561.193548,0.5,-0.76
+30/01/2020,0,0,0.2,0,0,0,0.2,0,3,0,-12.47,-5.18,-1.4,-4.69,,9.55,6.2,0,9.9,-6301.654839,-11626.54839,-6071.193548,-5911,-3561.193548,0.38,-0.92
+31/01/2020,4.2,19.6,20.2,7.2,6.4,13.6,4.6,0,1.8,9.6,-12.47,-5.19,-1.29,-4.66,,10.6,6.7,0,10.55,-6301.654839,-11626.54839,-6071.193548,-5911,-3561.193548,0.39,-0.9
+01/02/2020,11.6,11.6,23.6,8.4,19,24.8,10.6,0.2,13.6,17.6,-12.46,-5.15,-1.18,-4.62,,12.5,8.1,0,12.5,-5562.964138,-11337.06897,-6033.931034,-5973.758621,-3521.931034,0.42,-0.85
+02/02/2020,0.2,0.2,1.2,0,1,0.2,0.6,0,0.4,1.4,-12.45,-5.1,-1.12,-4.58,,13.3,8.05,0,13.3,-5284.815931,-10770.21552,-5732.234483,-5675.07069,-3345.834483,0.53,-0.7
+03/02/2020,0,1,2.2,0.8,0,0.4,0,0,0,0.2,-12.43,-5.02,-1.19,-4.53,,11.95,8.7,0,12.6,-5562.964138,-11337.06897,-6033.931034,-5973.758621,-3521.931034,0.49,-0.88
+04/02/2020,0,0,0.2,0,0.2,0,0.2,0,0,0,-12.36,-5,-1.26,-4.48,,11.8,6.2,0,13.05,-5562.964138,-11337.06897,-6033.931034,-5973.758621,-3521.931034,0.41,-0.91
+05/02/2020,0,0,0,0,0,0,0,0,0,0,-12.43,-5.02,-1.37,-4.53,,9.05,4.65,0,9.65,-5562.964138,-11337.06897,-6033.931034,-5973.758621,-3521.931034,0.36,-0.95
+06/02/2020,0,0,0,0,0,0,0,0,0,0,-12.49,-5.13,-1.44,-4.55,,6.55,3.75,0,6.5,-5562.964138,-11337.06897,-6033.931034,-5973.758621,-3521.931034,0.33,-0.96
+07/02/2020,0,0,0,0,0,0,0,0,0,0,-12.48,-5.16,-1.48,-4.58,,5.75,4.8,0,6.3,-5562.964138,-11337.06897,-6033.931034,-5973.758621,-3521.931034,0.32,-0.96
+08/02/2020,0,0,0.2,0,0,0,0,0,0,0,-12.48,-5.07,-1.53,-4.63,,6.7,5.05,0,6.95,-5562.964138,-11337.06897,-6033.931034,-5973.758621,-3521.931034,0.31,-0.96
+09/02/2020,4.6,0.4,0.4,0.2,2.4,0.8,2.2,0,3.8,2.8,-12.48,-5.09,-1.55,-4.64,,6.05,4.25,0,6.45,-5284.815931,-10770.21552,-5732.234483,-5675.07069,-3345.834483,0.29,-0.98
+10/02/2020,14.6,6.8,6,4.4,31.6,28.8,16,0.8,17.4,26.2,-12.39,-5.2,-1.54,-4.54,,11.3,7.2,0,11.45,-5562.964138,-11337.06897,-6033.931034,-5973.758621,-3521.931034,0.36,-0.89
+11/02/2020,0.2,0,0.4,0,0,0,0,0,0.2,0,-12.34,-5.15,-1.55,-4.5,,13.35,7.8,0,12.45,-5562.964138,-11337.06897,-6033.931034,-5973.758621,-3521.931034,0.45,-0.85
+12/02/2020,0,0,0,0.2,0,0,0,0,0,0,-12.38,-5.1,-1.59,-4.55,,10.25,6.15,0,10.65,-5562.964138,-11337.06897,-6033.931034,-5973.758621,-3521.931034,0.39,-0.93
+13/02/2020,11,0.8,1.4,0.6,7.2,3.4,7.4,1.8,14.6,13.2,-12.38,-5.17,-1.59,-4.6,,8.85,5.4,0,9.2,-5562.964138,-11337.06897,-6033.931034,-5973.758621,-3521.931034,0.36,-0.95
+14/02/2020,27,16.2,21.2,22,18.4,18.2,22,1,21,39.6,-12.36,-5.22,-1.38,-4.58,,11.25,8.55,0,11.65,-5562.964138,-11337.06897,-6033.931034,-5973.758621,-3521.931034,0.59,-0.26
+15/02/2020,0,0,0,0.2,0,0,0.2,0,0,0,-12.42,-5.21,-1.4,-4.62,,9.8,9.35,0,10.75,-5562.964138,-11337.06897,-6033.931034,-5973.758621,-3521.931034,0.51,-0.7
+16/02/2020,0,0,0,0,0,0,0,0,0,0,-12.43,-5.2,-1.47,-4.64,,8.4,7.75,0,9.35,-5284.815931,-10770.21552,-5732.234483,-5675.07069,-3345.834483,0.43,-0.88
+17/02/2020,0.6,0.2,0.2,0,0.8,0.4,0.2,0,0.2,1,-12.41,-5.13,-1.5,-4.59,,9.15,6,0,11.25,-5562.964138,-11337.06897,-6033.931034,-5973.758621,-3521.931034,0.39,-0.92
+18/02/2020,8.6,5.8,8.6,1.2,11.8,14,8.8,1.2,14.2,11.2,-12.39,-5.15,-1.52,-4.56,,10.55,7.35,0,11.55,-5562.964138,-11337.06897,-6033.931034,-5973.758621,-3521.931034,0.41,-0.9
+19/02/2020,0,0,0,0.2,0.2,0,0,0,0.2,0,-12.36,-5.21,-1.55,-4.57,,9.5,5.65,0,10.05,-5562.964138,-11337.06897,-6033.931034,-5973.758621,-3521.931034,0.38,-0.93
+20/02/2020,0.2,0.2,0,0.2,0,0,0.2,0,0,0,-12.39,-5.18,-1.59,-4.61,,8.35,5.95,0,9.15,-5562.964138,-11337.06897,-6033.931034,-5973.758621,-3521.931034,0.35,-0.94
+21/02/2020,0,0,0,0,0,0,0,0,0,0,-12.39,-5.17,-1.62,-4.62,,7.4,6.15,0,9,-5562.964138,-11337.06897,-6033.931034,-5973.758621,-3521.931034,0.34,-0.95
+22/02/2020,0,0,0,0,0,0,0,0,0,0,-12.42,-5.22,-1.66,-4.71,,10.1,9,0,10.95,-5562.964138,-11337.06897,-6033.931034,-5973.758621,-3521.931034,0.32,-0.96
+23/02/2020,0,0,0,0,0,0,0,0,0,0,-12.4,-5.24,-1.66,-4.76,,8.65,6.2,0,10.95,-5284.815931,-10770.21552,-5732.234483,-5675.07069,-3345.834483,0.31,-0.96
+24/02/2020,0,0,0.2,0,0,0,0,0,0,0,-12.34,-5.33,-1.66,-4.67,,10.65,7.9,0,11.45,-5562.964138,-11337.06897,-6033.931034,-5973.758621,-3521.931034,0.31,-0.96
+25/02/2020,0.2,0,0,0,0,0,0.4,0,0.6,0.2,-12.29,-5.32,-1.67,-4.61,,11.25,7.6,0,11.95,-5562.964138,-11337.06897,-6033.931034,-5973.758621,-3521.931034,0.31,-0.95
+26/02/2020,6.6,1,1.4,2.6,3.6,1.2,10.4,10,6.8,5.2,-12.27,-5.22,-1.68,-4.58,,10.6,3.95,0,10.65,-5562.964138,-11337.06897,-6033.931034,-5973.758621,-3521.931034,0.3,-0.95
+27/02/2020,23.4,36.8,40.8,40.8,41,53.6,29.4,0,21.6,46.8,-12.34,-5.26,-1.65,-4.68,,5.35,4.25,0,6.85,-5562.964138,-11337.06897,-6033.931034,-5973.758621,-3521.931034,0.34,-0.9
+28/02/2020,0.2,0.4,2.8,1.2,0,0.2,0.2,0,0,0.2,-12.33,-5.29,-1.2,-4.65,,8.85,6,0,10,-5562.964138,-11337.06897,-6033.931034,-5973.758621,-3521.931034,0.51,-0.83
+29/02/2020,0.2,0,0,0,0,0,0,0,0.2,0.2,-12.32,-5.18,-1.3,-4.65,,7.3,5.75,0,7.9,-5562.964138,-11337.06897,-6033.931034,-5973.758621,-3521.931034,0.41,-0.92
+01/03/2020,57.4,12.2,16,14.2,40.2,27.6,53,6.4,48.6,75.2,-12.23,-5.12,-1.34,-4.6,,11.7,6.75,0,11.6,-4971.829658,-10865.42581,-5569.298387,-5587.83871,-2821.285484,0.57,-0.33
+02/03/2020,77.8,23.2,16.4,28.8,77.6,33.4,56,20.2,54.8,125.6,-12.17,-5.14,-1.12,-4.48,,11.35,6.1,0,11.15,-5233.504903,-11437.29032,-5862.419355,-5881.935484,-2969.774194,1.11,1.45
+03/03/2020,13,15.4,11.8,6.4,30.6,35.4,16,0.6,12,18,-12.16,-4.98,-0.81,-4.38,,8.15,3.45,0,9.2,-5233.504903,-11437.29032,-5862.419355,-5881.935484,-2969.774194,1.41,2.08
+04/03/2020,0,0.2,0.2,0.2,0,0,0,1.2,0.2,0,-12.23,-4.84,-0.94,-4.4,,7.95,4.95,0,8.55,-5233.504903,-11437.29032,-5862.419355,-5881.935484,-2969.774194,0.96,0.79
+05/03/2020,42.6,24.6,19,28.8,33.6,28,36,0,29.4,48,-12.21,-4.77,-1.03,-4.38,,6.05,5.1,0,7.15,-5233.504903,-11437.29032,-5862.419355,-5881.935484,-2969.774194,0.79,0.33
+06/03/2020,11.4,2.2,3,2.6,8.2,9.2,11,4.8,13.4,12.8,-12.13,-4.62,-0.77,-4.28,,9.85,5.55,0,9.85,-5233.504903,-11437.29032,-5862.419355,-5881.935484,-2969.774194,1.07,1.18
+07/03/2020,0,0,0.2,0.2,0,0,0.2,4,0.2,0.2,-12.21,-4.53,-0.98,-4.31,,8.6,5.4,0,9.95,-5233.504903,-11437.29032,-5862.419355,-5881.935484,-2969.774194,0.85,0.5
+08/03/2020,0,0,0,0,0,0,0,0,0.2,0,-12.26,-4.56,-1.11,-4.38,,8.8,5.8,0,9.75,-4971.829658,-10865.42581,-5569.298387,-5587.83871,-2821.285484,0.7,0.05
+09/03/2020,3.2,1.4,2,0.6,1.8,1.8,2.8,3.4,4.4,2.4,-12.22,-4.59,-1.2,-4.34,,6.1,3.85,0,6.8,-5233.504903,-11437.29032,-5862.419355,-5881.935484,-2969.774194,0.63,-0.19
+10/03/2020,0,0,0,0.2,0,0,0.2,0,0,0.2,-12.25,-4.62,-1.28,-4.32,,9.1,7.15,0,9.5,-5233.504903,-11437.29032,-5862.419355,-5881.935484,-2969.774194,0.57,-0.42
+11/03/2020,0,0,0,0,0,0,0,0,0,0,-12.27,-4.7,-1.36,-4.33,,10.95,8.7,0,11.4,-5233.504903,-11437.29032,-5862.419355,-5881.935484,-2969.774194,0.52,-0.59
+12/03/2020,0,1.4,5,1.4,0,0.2,0,0,0,0,-12.27,-4.69,-1.4,-4.34,,8.2,6.95,0,8.85,-5233.504903,-11437.29032,-5862.419355,-5881.935484,-2969.774194,0.5,-0.71
+13/03/2020,0,0,0.6,0,0,0,0,0,0,0,-12.22,-4.81,-1.44,-4.32,,11.9,7.5,0,12.85,-5233.504903,-11437.29032,-5862.419355,-5881.935484,-2969.774194,0.48,-0.77
+14/03/2020,0.4,3,4.6,3,1.6,0.4,2,0,2.2,0.4,-12.21,-4.83,-1.5,-4.34,,12.05,5.85,0,12.65,-5233.504903,-11437.29032,-5862.419355,-5881.935484,-2969.774194,0.45,-0.79
+15/03/2020,0,0,0,0,0,0,0.2,0,0,0.2,-12.25,-4.77,-1.52,-4.42,,10.3,6.4,0,10.9,-4971.829658,-10865.42581,-5569.298387,-5587.83871,-2821.285484,0.43,-0.79
+16/03/2020,0,0,0,0,0,0,0,0,0,0,-12.27,-4.79,-1.56,-4.47,,9.8,7.4,0,10.6,-5233.504903,-11437.29032,-5862.419355,-5881.935484,-2969.774194,0.41,-0.82
+17/03/2020,0,0,0,0,0,0,0,0,0,0,-12.29,-4.88,-1.59,-4.48,,11.3,9.95,0,12,-5233.504903,-11437.29032,-5862.419355,-5881.935484,-2969.774194,0.38,-0.82
+18/03/2020,0,0,0,0.2,0,0,0,0,0,0,-12.27,-4.91,-1.61,-4.47,,11.95,12,0,13.25,-5233.504903,-11437.29032,-5862.419355,-5881.935484,-2969.774194,0.36,-0.83
+19/03/2020,0,0,0,0,0,0,0,0,0,0,-12.25,-4.92,-1.64,-4.48,,13.65,11.9,0,14.45,-5233.504903,-11437.29032,-5862.419355,-5881.935484,-2969.774194,0.36,-0.85
+20/03/2020,0,0,0,0,0,0,0,0,0,0,-12.23,-5,-1.65,-4.47,,10.8,9.5,0,12.6,-5233.504903,-11437.29032,-5862.419355,-5881.935484,-2969.774194,0.35,-0.85
+21/03/2020,0,0,0,0,0,0,0,0,0,0,-12.17,-4.97,-1.7,-4.44,,11.9,10.15,0,12.4,-5233.504903,-11437.29032,-5862.419355,-5881.935484,-2969.774194,0.34,-0.87
+22/03/2020,0,0,0,0,0,0,0,0.2,0,0,-12.17,-5.03,-1.7,-4.52,,11.85,7.85,0,13.45,-4971.829658,-10865.42581,-5569.298387,-5587.83871,-2821.285484,0.34,-0.87
+23/03/2020,0,0,0,0,0,0,0,0,0,0,-12.23,-5.09,-1.71,-4.54,,5.35,1,0,6.75,-5233.504903,-11437.29032,-5862.419355,-5881.935484,-2969.774194,0.3,-0.87
+24/03/2020,0,0,0,0,0,0,0,0.2,0,0,-12.22,-5.01,-1.72,-4.54,,5.5,1.3,0,5.65,-5233.504903,-11437.29032,-5862.419355,-5881.935484,-2969.774194,0.29,-0.86
+25/03/2020,0,0,0,0,0,0,0,10.8,0,0,-12.16,-5.01,-1.72,-4.52,,6.65,-0.05,0,7.55,-5233.504903,-11437.29032,-5862.419355,-5881.935484,-2969.774194,0.27,-0.87
+26/03/2020,0,0,0,0.4,0,1.8,0,41.6,0,1.8,-12.11,-5.08,-1.73,-4.48,,7.25,-0.2,0,8.3,-5233.504903,-11437.29032,-5862.419355,-5881.935484,-2969.774194,0.27,-0.87
+27/03/2020,0,0,0.4,0,0.4,1,0,10.8,0.2,0.2,-12.25,-5.11,-1.76,-4.49,,11.45,5.3,0,11.9,-5233.504903,-11437.29032,-5862.419355,-5881.935484,-2969.774194,0.29,-0.87
+28/03/2020,0,0,0,0,0,0,0,0,0,0,-12.15,-5.2,-1.8,-4.55,,12.65,8.15,0,12.6,-5233.504903,-11437.29032,-5862.419355,-5881.935484,-2969.774194,0.28,-0.89
+29/03/2020,0,0,0,0,0,0,0,0,0,0,-12.14,-5.2,-1.85,-4.63,,11.05,8.45,0,11.75,-4971.829658,-10865.42581,-5569.298387,-5587.83871,-2821.285484,0.27,-0.89
+30/03/2020,1.4,0,0,0,0,0,0,6.8,0,0,-12.14,-5.22,-1.81,-4.62,,12.25,8.85,0,13.6,-5233.504903,-11437.29032,-5862.419355,-5881.935484,-2969.774194,0.26,-0.88
+31/03/2020,1.4,9,8.2,5,0.6,0.6,1.2,1.8,1,0.8,-12.19,-5.23,-1.81,-4.61,,7.8,2.6,0,9,-5233.504903,-11437.29032,-5862.419355,-5881.935484,-2969.774194,0.27,-0.89
+01/04/2020,0,0,0,0,0,0,0,0.2,0,0,-12.19,-5.26,-1.82,-4.63,,7.2,2.45,0,7.7,-5219.992267,-9878.466667,-7053.13093,-5979.233333,-2709.1,0.26,-0.91
+02/04/2020,0,0,0,0,0,0,0,0,0,0,-12.15,-5.17,-1.83,-4.67,,7.15,4.1,0,7.9,-5219.992267,-9878.466667,-7053.13093,-5979.233333,-2709.1,0.24,-0.92
+03/04/2020,0,0,0,0,0,0,0,0,0,0,-12.14,-5.18,-1.88,-4.72,,9.55,8.05,0,10,-5219.992267,-9878.466667,-7053.13093,-5979.233333,-2709.1,0.24,-0.92
+04/04/2020,0,0,0,0,0,0,0,0,0,0,-12.19,-5.24,-1.93,-4.77,,11.85,10.45,0,12.7,-5219.992267,-9878.466667,-7053.13093,-5979.233333,-2709.1,0.24,-0.92
+05/04/2020,0,0,0,0,0,0,0,0,0,0,-12.2,-5.24,-1.95,-4.81,,12.25,9.95,0,13.2,-4958.992653,-9384.543333,-6700.474383,-5680.271667,-2573.645,0.22,-0.92
+06/04/2020,0,0,0,0,0,0,0,0,0,0,-12.22,-5.22,-1.95,-4.82,-3.47,13.3,12.3,0,15.05,-5219.992267,-9878.466667,-7053.13093,-5979.233333,-2709.1,0.24,-0.93
+07/04/2020,0,0,0,0,0,0,0,0,0,0,-12.24,-5.25,-1.96,-4.83,-3.48,14.3,13,0,15.4,-5219.992267,-9878.466667,-7053.13093,-5979.233333,-2709.1,0.23,-0.93
+08/04/2020,0,0,0,0,0,0,0,0,0,0,-12.21,-5.31,-1.96,-4.84,-3.49,13.85,12.85,0,15.55,-5219.992267,-9878.466667,-7053.13093,-5979.233333,-2709.1,0.21,-0.94
+09/04/2020,0,0,0,0,0,0,0,0,0,0,-12.19,-5.33,-2,-4.86,-3.51,13.95,12.65,0,14.45,-5219.992267,-9878.466667,-7053.13093,-5979.233333,-2709.1,0.21,-0.94
+10/04/2020,0,0,0,0,0,0,0,0,0,0,-12.31,-5.36,-2.02,-4.89,-3.52,13.35,14.2,0,14.65,-5219.992267,-9878.466667,-7053.13093,-5979.233333,-2709.1,0.2,-0.94
+11/04/2020,0,0,0,0,0,0,0,0,0,0,-12.31,-5.28,-2.04,-4.93,-3.48,12.85,14.2,0,14.4,-5219.992267,-9878.466667,-7053.13093,-5979.233333,-2709.1,0.19,-0.95
+12/04/2020,0,0,0,0,0,0,0,0,0,0,-12.29,-5.29,-2.03,-4.96,-3.46,13.95,13.55,0,13.65,-4958.992653,-9384.543333,-6700.474383,-5680.271667,-2573.645,0.19,-0.96
+13/04/2020,0.2,2.2,3.2,1.6,0.6,1,0.4,0,0.2,0.8,-12.25,-5.32,-2,-4.89,-3.46,13.9,11.25,0,15,-5219.992267,-9878.466667,-7053.13093,-5979.233333,-2709.1,0.19,-0.95
+14/04/2020,0.8,0.4,0.8,0.6,1,1.2,1.2,0,1.2,1.6,-12.23,-5.34,-2.01,-4.84,-3.49,16.45,10.5,0,16.15,-5219.992267,-9878.466667,-7053.13093,-5979.233333,-2709.1,0.19,-0.95
+15/04/2020,0,0,0,0,0,0,0,0,0,0,-12.3,-5.36,-2.02,-4.85,-3.54,12.6,7.8,0,14.1,-5219.992267,-9878.466667,-7053.13093,-5979.233333,-2709.1,0.18,-0.96
+16/04/2020,0,0,0,0,0,0,0,0,0,0,-12.31,-5.4,-2,-4.86,-3.56,11.3,10.35,0,12.95,-5219.992267,-9878.466667,-7053.13093,-5979.233333,-2709.1,0.19,-0.96
+17/04/2020,0,0,0,0,0,0,0,0,0,0,-12.3,-5.35,-2,-4.83,-3.57,12.4,10.7,0,13.45,-5219.992267,-9878.466667,-7053.13093,-5979.233333,-2709.1,0.19,-0.96
+18/04/2020,0,0,0,0,0,0,0,0,0,0,-12.29,-5.43,-2.02,-4.83,-3.59,13.7,11.95,0,14.5,-5219.992267,-9878.466667,-7053.13093,-5979.233333,-2709.1,0.19,-0.95
+19/04/2020,0.6,0,0,0,0,0,0,0,2,1,-12.25,-5.45,-2.01,-4.84,-3.6,16.9,12.55,0,17.1,-4958.992653,-9384.543333,-6700.474383,-5680.271667,-2573.645,0.19,-0.95
+20/04/2020,17,19.8,47.2,22.4,16.6,14,17.8,40.2,16.8,19.8,-12.22,-5.46,-1.92,-4.8,-3.6,14.95,9.75,0,14.8,-5219.992267,-9878.466667,-7053.13093,-5979.233333,-2709.1,0.21,-0.92
+21/04/2020,0.6,0.8,7,1.2,0.4,0.6,1.2,11.6,0.6,1,-12.22,-5.36,-1.87,-4.79,-3.6,14.1,6.9,0,14.25,-5219.992267,-9878.466667,-7053.13093,-5979.233333,-2709.1,0.2,-0.93
+22/04/2020,0,0,1,0,0.4,0,0.2,1.6,0,0,-12.24,-5.35,-1.92,-4.83,-3.62,14.4,8.3,0,14.6,-5219.992267,-9878.466667,-7053.13093,-5979.233333,-2709.1,0.18,-0.96
+23/04/2020,0,0,0,0,0,0,0,0,0,0,-12.25,-5.42,-1.97,-4.89,-3.63,15.45,12.6,0,15.85,-5219.992267,-9878.466667,-7053.13093,-5979.233333,-2709.1,0.18,-0.96
+24/04/2020,0,0,0,0,0,0,0,0,0,0,-12.24,-5.44,-2,-4.96,-3.64,14.3,12.35,0,15,-5219.992267,-9878.466667,-7053.13093,-5979.233333,-2709.1,0.19,-0.95
+25/04/2020,0,0,0,0,0,0,0,0,0,0,-12.22,-5.42,-2.02,-5.01,-3.64,15,11.8,0,15.45,-5219.992267,-9878.466667,-7053.13093,-5979.233333,-2709.1,0.18,-0.95
+26/04/2020,0,0,0,0,0,0,0,0,0,0,-12.23,-5.46,-2.05,-5.07,-3.65,14.05,11.35,0,15.15,-4958.992653,-9384.543333,-6700.474383,-5680.271667,-2573.645,0.19,-0.95
+27/04/2020,0,0,0,0,0,0,0,0,0,0,-12.24,-5.49,-2.05,-5.11,-3.66,15.95,12.45,0,16.65,-5219.992267,-9878.466667,-7053.13093,-5979.233333,-2709.1,0.19,-0.95
+28/04/2020,29.2,18,21.2,12.8,35,34.6,39.2,4,26.8,31.8,-12.22,-5.54,-1.87,-5.07,-3.66,14.6,9.75,0,15.95,-5219.992267,-9878.466667,-7053.13093,-5979.233333,-2709.1,0.22,-0.92
+29/04/2020,3.6,3.4,1.8,0.4,10.4,12.8,6,3,11.8,16,-12.2,-5.51,-1.66,-4.97,-3.66,16.55,9.2,0,16.85,-5219.992267,-9878.466667,-7053.13093,-5979.233333,-2709.1,0.29,-0.92
+30/04/2020,5.2,1.4,4.4,5.2,5.2,3,5.2,1.2,6.2,5.8,-12.21,-5.39,-1.77,-4.9,-3.7,17.25,11.05,0,17.4,-5219.992267,-9878.466667,-7053.13093,-5979.233333,-2709.1,0.29,-0.95
+01/05/2020,2,1.6,1.8,1.4,2.6,2.4,2.4,0,3,4.4,-12.19,-5.38,-1.82,-4.86,-3.73,17.05,10.85,0,17.25,-6399.205548,-7526.096774,-7677.258065,-5863.290323,-2923.774194,0.23,-0.97
+02/05/2020,0,0.2,1,0,0,0.4,0,0,0.8,0,-12.18,-5.43,-1.87,-4.83,-3.74,17.85,11.85,0,18.8,-6399.205548,-7526.096774,-7677.258065,-5863.290323,-2923.774194,0.22,-0.97
+03/05/2020,0,0,0.2,0,0,0,0,0,0,0,-12.21,-5.45,-1.93,-4.88,-3.75,18.85,14,0,19.55,-6079.245271,-7149.791935,-7293.395161,-5570.125806,-2777.585484,0.19,-0.98
+04/05/2020,0,0,0,0,0,0,0,0,0,0,-12.26,-5.52,-1.97,-4.94,-3.76,16.8,13.8,0,18.55,-6399.205548,-7526.096774,-7677.258065,-5863.290323,-2923.774194,0.18,-0.97
+05/05/2020,0,0,0,0,0,0,0,0,0,0,-12.25,-5.53,-1.97,-4.95,-3.77,15.75,11.75,0,16.15,-6399.205548,-7526.096774,-7677.258065,-5863.290323,-2923.774194,0,
+06/05/2020,0,0,0,0,0.2,0,0,0,0,0,-12.24,-5.49,-1.99,-4.95,-3.78,19.1,14.5,0,20.55,-6399.205548,-7526.096774,-7677.258065,-5863.290323,-2923.774194,0.19,-0.97
+07/05/2020,0,0,0,0,0,0,0,0,0,0,-12.29,-5.6,-2.04,-5.06,-3.79,18.2,14.2,0,19.8,-6399.205548,-7526.096774,-7677.258065,-5863.290323,-2923.774194,0.18,-0.98
+08/05/2020,0,0,0,0,0,0,0,0,0,0,-12.29,-5.56,-2.07,-5.13,-3.81,17.2,15.7,0,18.35,-6399.205548,-7526.096774,-7677.258065,-5863.290323,-2923.774194,0.18,-0.98
+09/05/2020,0,0,0,0,0,0,0,0,0,0,-12.27,-5.46,-2.09,-5.2,-3.81,16.95,15.3,0,18.05,-6399.205548,-7526.096774,-7677.258065,-5863.290323,-2923.774194,0.18,-0.98
+10/05/2020,0,0,0,0,0,0,0.2,0,0,0.2,-12.23,-5.47,-2.11,-5.25,-3.82,20,15.05,0,20.6,-6079.245271,-7149.791935,-7293.395161,-5570.125806,-2777.585484,0.18,-0.98
+11/05/2020,32.8,21.2,22,17,35,28.8,31.2,3.6,28.6,43.4,-12.2,-5.65,-1.98,-5.2,-3.8,16.8,10.35,0,16.4,-6399.205548,-7526.096774,-7677.258065,-5863.290323,-2923.774194,0.23,-0.94
+12/05/2020,22,13.6,31,10.8,25.8,24.2,24,2.8,17.2,36.2,-12.23,-5.5,-1.87,-5.13,-3.75,18.6,12.05,0,18.45,-6399.205548,-7526.096774,-7677.258065,-5863.290323,-2923.774194,0.38,-0.86
+13/05/2020,0,0.2,0.2,0,0.8,0.4,0.2,0.8,0.8,1.8,-12.22,-5.47,-1.89,-5.16,-3.77,18.45,13.65,0,18.85,-6399.205548,-7526.096774,-7677.258065,-5863.290323,-2923.774194,0.32,-0.95
+14/05/2020,0.8,1.6,0.2,0,1,1.2,0.8,2.2,0.4,3.4,-12.19,-5.47,-1.93,-5.13,-3.8,21.45,16.45,0,22.5,-6399.205548,-7526.096774,-7677.258065,-5863.290323,-2923.774194,0.28,-0.96
+15/05/2020,13,5.6,5.2,0.4,1.6,3.2,1.6,0.8,3,4.4,-12.25,-5.43,-1.97,-5.17,-3.83,16.9,11.7,0,17.75,-6399.205548,-7526.096774,-7677.258065,-5863.290323,-2923.774194,0.29,-0.97
+16/05/2020,0,0,0,0,0,0,0,0.6,0,0,-12.27,-5.52,-2,-5.21,-3.84,17.35,13.75,0,17.5,-6399.205548,-7526.096774,-7677.258065,-5863.290323,-2923.774194,0.25,-0.99
+17/05/2020,0,0,0,0,0,0,0,0,0,0,-12.27,-5.53,-2.02,-5.28,-3.85,21.65,16.7,0,21.95,-6079.245271,-7149.791935,-7293.395161,-5570.125806,-2777.585484,0.29,-0.98
+18/05/2020,0.4,0,1.2,2,0.2,1,0.4,5.8,0.2,1.2,-12.28,-5.43,-2.06,-5.31,-3.85,19.7,17.35,0,21.2,-6399.205548,-7526.096774,-7677.258065,-5863.290323,-2923.774194,0.26,-0.99
+19/05/2020,17.4,22.6,20.4,19,21.6,31.8,26.4,54,17.8,20.4,-12.25,-5.47,-2,-5.24,-3.86,19.35,13.5,0,18.95,-6399.205548,-7526.096774,-7677.258065,-5863.290323,-2923.774194,0.28,-0.97
+20/05/2020,0.4,14.6,18.4,12.8,0.4,1.6,0.2,8.8,0.6,0.4,-12.24,-5.41,-1.71,-5.19,-3.85,20.25,14.9,0,20.3,-6399.205548,-7526.096774,-7677.258065,-5863.290323,-2923.774194,0.34,-0.97
+21/05/2020,0,0,0,0,0,0,0,0,0,0,-12.28,-5.42,-1.81,-5.22,-3.87,20.9,16.1,0,20.65,-6399.205548,-7526.096774,-7677.258065,-5863.290323,-2923.774194,0.29,-1
+22/05/2020,0,0,0,0,0,0,0,0,0,0,-12.33,-5.42,-1.89,-5.29,-3.87,20.15,17.1,0,20.9,-6399.205548,-7526.096774,-7677.258065,-5863.290323,-2923.774194,0.24,-0.97
+23/05/2020,0,0,0,0,0,0,0,0,0,0,-12.33,-5.46,-1.97,-5.37,-3.88,19.35,16.3,0,20.4,-6399.205548,-7526.096774,-7677.258065,-5863.290323,-2923.774194,0.23,-0.98
+24/05/2020,0.2,2.2,0,1.4,0,0.6,2,0,0,1.8,-12.32,-5.41,-2.02,-5.42,-3.89,21.1,17,0,22.4,-6079.245271,-7149.791935,-7293.395161,-5570.125806,-2777.585484,0.2,-0.98
+25/05/2020,0,0,0,0,0,0,0,0,0,0,-12.34,-5.51,-2.04,-5.41,-3.9,19.4,16.7,0,21.7,-6399.205548,-7526.096774,-7677.258065,-5863.290323,-2923.774194,0.2,-1
+26/05/2020,0,0,0,0,0,0,0,0,0,0,-12.35,-5.49,-2.06,-5.43,-3.91,18.95,16.3,0,20.45,-6399.205548,-7526.096774,-7677.258065,-5863.290323,-2923.774194,0.22,-1
+27/05/2020,0,0,0,0,0,0,0,0,0,0,-12.38,-5.42,-2.11,-5.47,-3.93,18.2,14.55,0,20.05,-6399.205548,-7526.096774,-7677.258065,-5863.290323,-2923.774194,0.21,-1.01
+28/05/2020,0,0,0,0,0,0,0,0,1.8,0,-12.35,-5.47,-2.09,-5.54,-3.93,17.65,15,0,18.6,-6399.205548,-7526.096774,-7677.258065,-5863.290323,-2923.774194,0.2,-1.01
+29/05/2020,5.2,3.6,10.8,3.2,4.8,4.6,6.6,12.2,5.8,8.6,-12.33,-5.52,-2.06,-5.47,-3.92,15.9,11.05,0,17.5,-6399.205548,-7526.096774,-7677.258065,-5863.290323,-2923.774194,0.22,-1
+30/05/2020,0,0,0,0,0,0,0,2.4,0,0,-12.31,-5.45,-2.07,-5.46,-3.93,16.65,11.9,0,17.3,-6399.205548,-7526.096774,-7677.258065,-5863.290323,-2923.774194,0.21,-1.01
+31/05/2020,0,0,0,0,0,0,0,0,0,0,-12.31,-5.43,-2.14,-5.54,-3.94,17,14.1,0,18.8,-6079.245271,-7149.791935,-7293.395161,-5570.125806,-2777.585484,0.18,-1.01
+01/06/2020,0,0,0,0,0,0,0,0,0,0,-12.32,-5.51,-2.15,-5.53,-3.94,18.85,15.8,0,20.35,-7189.406533,-7847.9,-9183.433333,-6115.4,-3158,0.18,-1.01
+02/06/2020,0,0,0,0,0,0,0,1,0,0,-12.3,-5.48,-2.17,-5.58,-3.95,19.9,16.6,0,20.8,-7189.406533,-7847.9,-9183.433333,-6115.4,-3158,0.18,-1.01
+03/06/2020,0,0,0,0,0,0,0,0,0,0,-12.28,-5.58,-2.21,-5.63,-3.95,19.7,14.3,0,20.15,-7189.406533,-7847.9,-9183.433333,-6115.4,-3158,0.18,-1.01
+04/06/2020,191.8,9.6,6.6,5.6,69.4,40.6,123,55.6,147.2,197,-12.22,-5.55,-2.11,-5.6,-3.88,17.75,13.2,0,19.45,-7189.406533,-7847.9,-9183.433333,-6115.4,-3158,0.33,-0.52
+05/06/2020,5.6,2,0.8,2.2,9.4,1.2,5.8,1.2,2,11.4,-12.2,0,-2.1,0,-2.95,19.7,13.8,0,21.15,-7189.406533,-7847.9,-9183.433333,-6115.4,-3158,1.08,1.3
+06/06/2020,0,0,0,0,0,0,0,0,0,0,0,0,-2.14,0,-3.13,18.7,13.3,0,19.1,-7189.406533,-7847.9,-9183.433333,-6115.4,-3158,0.63,-0.07
+07/06/2020,7.4,1,0.8,0,5.8,1.6,35.4,2.4,4,3.2,0,0,-2.14,0,-3.33,19.55,14.25,0,20.3,-6829.936207,-7455.505,-8724.261667,-5809.63,-3000.1,0.51,-0.57
+08/06/2020,7.8,23.6,2.8,8,11.8,19,56,10.8,43.4,23.8,-12.27,-5.3,-2.12,-5.75,-3.38,19.7,14,0,20.4,-7189.406533,-7847.9,-9183.433333,-6115.4,-3158,0.58,-0.33
+09/06/2020,10,1,0,4.8,0.6,0,0,0,0.6,0.6,-12.28,-5.3,-2.12,-5.78,-3.52,18.6,14.55,0,19.5,-7189.406533,-7847.9,-9183.433333,-6115.4,-3158,0.47,-0.85
+10/06/2020,21.4,35.4,55,21.4,15.6,25.8,12,10.6,7.6,21,-12.28,-5.27,-2.02,-5.74,-3.6,17.05,11.1,0,17.45,-7189.406533,-7847.9,-9183.433333,-6115.4,-3158,0.48,-0.89
+11/06/2020,0,0,0,0,0,0,0,0,0,0.8,-12.27,0,-2.01,-5.63,-3.68,17.3,11.7,0,18.6,-7189.406533,-7847.9,-9183.433333,-6115.4,-3158,0.41,-1
+12/06/2020,0,0,0,0,0,0,0,0,0,0,-12.29,0,-2.07,-5.6,-3.75,18.7,14.6,0,19.1,-7189.406533,-7847.9,-9183.433333,-6115.4,-3158,0.35,-1.01
+13/06/2020,18,6.2,6.8,8.6,33,6.6,14.6,7.4,23.2,23.4,-12.29,0,-2.07,-5.63,-3.79,19.95,14.05,0,20.7,-7189.406533,-7847.9,-9183.433333,-6115.4,-3158,0.32,-1
+14/06/2020,1.8,16,27.4,13.2,5,8.2,2.4,0,1.8,5.8,-12.27,0,-1.82,-5.59,-3.79,19.05,13.75,0,19.75,-6829.936207,-7455.505,-8724.261667,-5809.63,-3000.1,0.43,-0.98
+15/06/2020,12.6,0,0,0,5,0,2,3.6,0.8,7.4,-12.28,0,-1.88,-5.51,-3.82,19.65,14.8,0,21.05,-7189.406533,-7847.9,-9183.433333,-6115.4,-3158,0.38,-1.01
+16/06/2020,0,0,10.8,11.6,12.6,0,0,13.6,32,0.8,-12.28,0,-1.94,-5.5,-3.83,20.25,15.15,0,21.55,-7189.406533,-7847.9,-9183.433333,-6115.4,-3158,0.39,-1.01
+17/06/2020,11.8,10,10.4,27.8,28.8,62.4,23.8,1,11.6,40.6,-12.27,-5.33,-1.54,-5.45,-3.8,19.95,13.45,0,20.45,-7189.406533,-7847.9,-9183.433333,-6115.4,-3158,0.48,-0.86
+18/06/2020,0,0,0,0,0,0,0,0,0.2,0.4,-12.29,-5.34,-1.37,-5.37,-3.75,19.75,14.25,0,20.6,-7189.406533,-7847.9,-9183.433333,-6115.4,-3158,0.41,-0.95
+19/06/2020,0,0,0,0.2,0,0,0,0,0,0,-12.31,-5.34,-1.57,-5.33,-3.79,19.05,14.9,0,20.1,-7189.406533,-7847.9,-9183.433333,-6115.4,-3158,0.37,-1
+20/06/2020,0,0,0,0,0,0,0,0,0.2,0,-12.32,-5.29,-1.7,-5.37,-3.8,19.9,15.7,0,20.85,-7189.406533,-7847.9,-9183.433333,-6115.4,-3158,0.34,-1.01
+21/06/2020,0,0.4,0,0,0,0,0,0,0,0,-12.31,-5.38,-1.78,-5.39,-3.78,21.35,18.35,0,22.4,-6829.936207,-7455.505,-8724.261667,-5809.63,-3000.1,0.32,-1.01
+22/06/2020,0,0,0,0,0,0,0,0,0,0,-12.33,-5.43,-1.85,-5.39,-3.79,23.15,20.75,0,23.05,-7189.406533,-7847.9,-9183.433333,-6115.4,-3158,0.31,-1.02
+23/06/2020,0,0,0,0,0,0,0,0,0,0,-12.34,-5.35,-1.92,-5.44,-3.81,23.3,21.55,0,24.3,-7189.406533,-7847.9,-9183.433333,-6115.4,-3158,0.27,-1.03
+24/06/2020,0,0,0,0,0,0,0,0,0,0,-12.35,-5.46,-1.97,-5.51,-3.82,24.3,21.65,0,25,-7189.406533,-7847.9,-9183.433333,-6115.4,-3158,0.25,-1.04
+25/06/2020,0,0,0,0,0,0,0,0,0,0,-12.35,-5.57,-2.03,-5.59,-3.82,23.05,20.25,0,24.2,-7189.406533,-7847.9,-9183.433333,-6115.4,-3158,0.21,-1.05
+26/06/2020,0,0,0,0,0,0,0,0,0,0,-12.36,0,-2.04,0,-3.83,23.2,20.75,0,23.75,-7189.406533,-7847.9,-9183.433333,-6115.4,-3158,0.2,-1.03
+27/06/2020,0,0,0,0,0,0,0,0,0,0,-12.36,-5.5,-2.1,-5.71,-3.84,23.6,21.35,0,24.3,-7189.406533,-7847.9,-9183.433333,-6115.4,-3158,0.21,-1.03
+28/06/2020,0,0,0,0,0,0,0,0,0,0,-12.37,-5.49,-2.14,-5.73,-3.84,24,21.75,0,24.55,-6829.936207,-7455.505,-8724.261667,-5809.63,-3000.1,0.23,-1.03
+29/06/2020,0,0,0,0,0,0,0,0,0,0,-12.36,-5.5,-2.15,-5.73,-3.84,22.4,18.9,0,23.6,-7189.406533,-7847.9,-9183.433333,-6115.4,-3158,0.23,-1.02
+30/06/2020,0,0,0,0,0,0,0,0,0,0,-12.38,-5.56,-2.17,-5.76,-3.85,23.95,19.9,0,25.05,-7189.406533,-7847.9,-9183.433333,-6115.4,-3158,0.21,-1.05
diff --git a/Ricardo/Time-Series/Data/Aquifer_Doganella.csv b/Ricardo/Time-Series/Data/Aquifer_Doganella.csv
new file mode 100644
index 0000000000..50143593b3
--- /dev/null
+++ b/Ricardo/Time-Series/Data/Aquifer_Doganella.csv
@@ -0,0 +1,6027 @@
+Date,Rainfall_Monteporzio,Rainfall_Velletri,Depth_to_Groundwater_Pozzo_1,Depth_to_Groundwater_Pozzo_2,Depth_to_Groundwater_Pozzo_3,Depth_to_Groundwater_Pozzo_4,Depth_to_Groundwater_Pozzo_5,Depth_to_Groundwater_Pozzo_6,Depth_to_Groundwater_Pozzo_7,Depth_to_Groundwater_Pozzo_8,Depth_to_Groundwater_Pozzo_9,Volume_Pozzo_1,Volume_Pozzo_2,Volume_Pozzo_3,Volume_Pozzo_4,Volume_Pozzo_5+6,Volume_Pozzo_7,Volume_Pozzo_8,Volume_Pozzo_9,Temperature_Monteporzio,Temperature_Velletri
+01/01/2004,0,0,,,,,,,,,,,,,,,,,,5.3,8.6
+02/01/2004,0.2,0.8,,,,,,,,,,,,,,,,,,4.7,6.25
+03/01/2004,0,0,,,,,,,,,,,,,,,,,,5.4,9.8
+04/01/2004,0,0,,,,,,,,,,,,,,,,,,3.35,5.95
+05/01/2004,0.2,0,,,,,,,,,,,,,,,,,,3.6,5.85
+06/01/2004,0,0,,,,,,,,,,,,,,,,,,3.9,5.75
+07/01/2004,0,0,,,,,,,,,,,,,,,,,,4.25,5.95
+08/01/2004,1.8,3.8,,,,,,,,,,,,,,,,,,6.35,6.7
+09/01/2004,13.2,12,,,,,,,,,,,,,,,,,,6.35,8.15
+10/01/2004,0,0,,,,,,,,,,,,,,,,,,5.45,10.5
+11/01/2004,0,0,,,,,,,,,,,,,,,,,,5.7,9.05
+12/01/2004,0,0.2,,,,,,,,,,,,,,,,,,8.3,9.5
+13/01/2004,0.2,0,,,,,,,,,,,,,,,,,,11.5,11.65
+14/01/2004,0,0.2,,,,,,,,,,,,,,,,,,10.9,12.05
+15/01/2004,0.2,0.4,,,,,,,,,,,,,,,,,,5.75,10.35
+16/01/2004,0,0.4,,,,,,,,,,,,,,,,,,4.65,6.25
+17/01/2004,0.6,0.4,,,,,,,,,,,,,,,,,,7.95,8.8
+18/01/2004,22.6,22.4,,,,,,,,,,,,,,,,,,7.65,9.5
+19/01/2004,12,15.8,,,,,,,,,,,,,,,,,,6.7,8.15
+20/01/2004,11.4,14.6,,,,,,,,,,,,,,,,,,5.7,7.9
+21/01/2004,1.6,1.6,,,,,,,,,,,,,,,,,,3.55,7.9
+22/01/2004,0,0,,,,,,,,,,,,,,,,,,-0.5,3.35
+23/01/2004,0.4,0,,,,,,,,,,,,,,,,,,-0.95,0.6
+24/01/2004,0,0,,,,,,,,,,,,,,,,,,-1.45,1.6
+25/01/2004,0,0,,,,,,,,,,,,,,,,,,0.5,1.6
+26/01/2004,3.2,5.6,,,,,,,,,,,,,,,,,,1.55,2.7
+27/01/2004,10.4,19.4,,,,,,,,,,,,,,,,,,5.15,6.35
+28/01/2004,1.8,4.4,,,,,,,,,,,,,,,,,,3,5.85
+29/01/2004,3.4,10.2,,,,,,,,,,,,,,,,,,2.2,4.35
+30/01/2004,1.2,3.6,,,,,,,,,,,,,,,,,,1.2,3.85
+31/01/2004,0.2,0,,,,,,,,,,,,,,,,,,3.5,4.5
+01/02/2004,0,0,,,,,,,,,,,,,,,,,,4.75,6.5
+02/02/2004,0,0,,,,,,,,,,,,,,,,,,6.1,8.1
+03/02/2004,0,0,,,,,,,,,,,,,,,,,,7.25,10.4
+04/02/2004,0,0,,,,,,,,,,,,,,,,,,12.65,12.65
+05/02/2004,0,0,,,,,,,,,,,,,,,,,,7.85,8.65
+06/02/2004,0.2,0.2,,,,,,,,,,,,,,,,,,6.15,8.95
+07/02/2004,0,0,,,,,,,,,,,,,,,,,,6.35,7.55
+08/02/2004,0.6,5.2,,,,,,,,,,,,,,,,,,8.4,10.6
+09/02/2004,0,0,,,,,,,,,,,,,,,,,,7.75,10.7
+10/02/2004,0,0,,,,,,,,,,,,,,,,,,6.65,8.15
+11/02/2004,6.2,5,,,,,,,,,,,,,,,,,,6.05,6
+12/02/2004,0,0.2,,,,,,,,,,,,,,,,,,4.6,7.45
+13/02/2004,0,0,,,,,,,,,,,,,,,,,,2.65,4.05
+14/02/2004,0,,,,,,,,,,,,,,,,,,,4.5,
+15/02/2004,0,0,,,,,,,,,,,,,,,,,,7.25,10.1
+16/02/2004,0,0,,,,,,,,,,,,,,,,,,7,9.1
+17/02/2004,0,0,,,,,,,,,,,,,,,,,,5.95,7.65
+18/02/2004,0.4,0.4,,,,,,,,,,,,,,,,,,5.15,6.8
+19/02/2004,82.8,97,,,,,,,,,,,,,,,,,,6,7.55
+20/02/2004,0,3,,,,,,,,,,,,,,,,,,10.95,13
+21/02/2004,12,3.2,,,,,,,,,,,,,,,,,,12.8,14.95
+22/02/2004,20.8,,,,,,,,,,,,,,,,,,,10.35,
+23/02/2004,8.2,7.4,,,,,,,,,,,,,,,,,,8.5,10.6
+24/02/2004,6.2,8.4,,,,,,,,,,,,,,,,,,5.3,6.45
+25/02/2004,5.6,3.2,,,,,,,,,,,,,,,,,,4.55,6.8
+26/02/2004,5.2,5.8,,,,,,,,,,,,,,,,,,8.25,10.2
+27/02/2004,0.4,0.6,,,,,,,,,,,,,,,,,,4.8,6.65
+28/02/2004,9.2,11.4,,,,,,,,,,,,,,,,,,2.7,5.3
+29/02/2004,7.2,6,,,,,,,,,,,,,,,,,,2.8,4.65
+01/03/2004,12.8,12.4,,,,,,,,,,,,,,,,,,2.15,4.2
+02/03/2004,1,0.2,,,,,,,,,,,,,,,,,,3,5.85
+03/03/2004,0,0,,,,,,,,,,,,,,,,,,3.35,6.4
+04/03/2004,0,0,,,,,,,,,,,,,,,,,,6.4,7.65
+05/03/2004,0,0,,,,,,,,,,,,,,,,,,6.65,7.75
+06/03/2004,0,0,,,,,,,,,,,,,,,,,,6.55,8.3
+07/03/2004,44.6,36.6,,,,,,,,,,,,,,,,,,6.4,8.45
+08/03/2004,5.6,6.2,,,,,,,,,,,,,,,,,,4.3,6.95
+09/03/2004,0,0,,,,,,,,,,,,,,,,,,3.6,6.2
+10/03/2004,0,0,,,,,,,,,,,,,,,,,,4,5.4
+11/03/2004,13.4,8.8,,,,,,,,,,,,,,,,,,4.45,6.35
+12/03/2004,0,0,,,,,,,,,,,,,,,,,,7.5,8
+13/03/2004,0,0,,,,,,,,,,,,,,,,,,9.85,10.25
+14/03/2004,0,0,,,,,,,,,,,,,,,,,,11.45,11.55
+15/03/2004,0,0,,,,,,,,,,,,,,,,,,11.25,13.5
+16/03/2004,0,0,,,,,,,,,,,,,,,,,,12.65,13.4
+17/03/2004,0,0,,,,,,,,,,,,,,,,,,13.65,13.75
+18/03/2004,0,0.2,,,,,,,,,,,,,,,,,,11.05,11.9
+19/03/2004,0,0.2,,,,,,,,,,,,,,,,,,8.8,11.3
+20/03/2004,0,0,,,,,,,,,,,,,,,,,,9.35,11.3
+21/03/2004,0,1.4,,,,,,,,,,,,,,,,,,9.85,10.65
+22/03/2004,2.4,4.8,,,,,,,,,,,,,,,,,,9.75,11.1
+23/03/2004,10.8,10.6,,,,,,,,,,,,,,,,,,6.15,8.7
+24/03/2004,8.6,13.4,,,,,,,,,,,,,,,,,,5.6,7.6
+25/03/2004,0.6,0,,,,,,,,,,,,,,,,,,6.85,8.4
+26/03/2004,0.6,0,,,,,,,,,,,,,,,,,,6.3,8.85
+27/03/2004,0.2,0,,,,,,,,,,,,,,,,,,6.6,8.7
+28/03/2004,0,0,,,,,,,,,,,,,,,,,,8.6,11.95
+29/03/2004,0,0,,,,,,,,,,,,,,,,,,10.2,13.5
+30/03/2004,0,0,,,,,,,,,,,,,,,,,,10.2,12.05
+31/03/2004,35.2,34.2,,,,,,,,,,,,,,,,,,12.5,14.15
+01/04/2004,5.8,4.2,,,,,,,,,,,,,,,,,,11.5,14.2
+02/04/2004,0,0.2,,,,,,,,,,,,,,,,,,12.05,13.45
+03/04/2004,0,0,,,,,,,,,,,,,,,,,,11.7,13.6
+04/04/2004,0.2,0,,,,,,,,,,,,,,,,,,11.5,13.35
+05/04/2004,0,0.2,,,,,,,,,,,,,,,,,,10.5,11.7
+06/04/2004,0.2,0,,,,,,,,,,,,,,,,,,9.8,12.4
+07/04/2004,0.4,1.2,,,,,,,,,,,,,,,,,,8.25,10.7
+08/04/2004,0,0,,,,,,,,,,,,,,,,,,8.95,10.75
+09/04/2004,8.8,8.6,,,,,,,,,,,,,,,,,,9.25,12.15
+10/04/2004,3.4,11.6,,,,,,,,,,,,,,,,,,9.15,11.8
+11/04/2004,13.6,11.6,,,,,,,,,,,,,,,,,,9.95,12.3
+12/04/2004,16.4,15,,,,,,,,,,,,,,,,,,8.6,10.35
+13/04/2004,8.4,6.8,,,,,,,,,,,,,,,,,,8.4,10.15
+14/04/2004,1.8,5.8,,,,,,,,,,,,,,,,,,8,9.35
+15/04/2004,0.2,0.2,,,,,,,,,,,,,,,,,,9.3,10.3
+16/04/2004,16.4,15.6,,,,,,,,,,,,,,,,,,9.55,11.4
+17/04/2004,22.6,31.8,,,,,,,,,,,,,,,,,,11.6,13.85
+18/04/2004,1.2,6.2,,,,,,,,,,,,,,,,,,10.4,13.2
+19/04/2004,32.6,34.6,,,,,,,,,,,,,,,,,,8.25,10.4
+20/04/2004,1.4,1.6,,,,,,,,,,,,,,,,,,9.5,11.75
+21/04/2004,0,0,,,,,,,,,,,,,,,,,,11.95,12.9
+22/04/2004,0,0,,,,,,,,,,,,,,,,,,13.4,14.55
+23/04/2004,4.6,4.4,,,,,,,,,,,,,,,,,,13.55,15.25
+24/04/2004,3,1.6,,,,,,,,,,,,,,,,,,13.55,15.4
+25/04/2004,19.8,14.6,,,,,,,,,,,,,,,,,,9.35,11.8
+26/04/2004,1.2,4.6,,,,,,,,,,,,,,,,,,12.55,15.8
+27/04/2004,0,0,,,,,,,,,,,,,,,,,,12.5,15.05
+28/04/2004,0,0,,,,,,,,,,,,,,,,,,12.9,14.15
+29/04/2004,6,9.8,,,,,,,,,,,,,,,,,,12.5,14.85
+30/04/2004,3.6,1.4,,,,,,,,,,,,,,,,,,11.5,14.35
+01/05/2004,0.8,0.2,,,,,,,,,,,,,,,,,,12.95,14.85
+02/05/2004,0.2,0,,,,,,,,,,,,,,,,,,12.25,14
+03/05/2004,4.4,3.4,,,,,,,,,,,,,,,,,,15.6,16.7
+04/05/2004,19.6,17,,,,,,,,,,,,,,,,,,13.2,15.45
+05/05/2004,27.4,45,,,,,,,,,,,,,,,,,,10.45,12.75
+06/05/2004,25.4,7,,,,,,,,,,,,,,,,,,8.3,11.65
+07/05/2004,1.6,3.2,,,,,,,,,,,,,,,,,,9.6,12.45
+08/05/2004,0.6,0.4,,,,,,,,,,,,,,,,,,8.6,11
+09/05/2004,0.2,0,,,,,,,,,,,,,,,,,,9.65,11.95
+10/05/2004,0,0,,,,,,,,,,,,,,,,,,10.25,12.55
+11/05/2004,0,0,,,,,,,,,,,,,,,,,,11.25,13.7
+12/05/2004,4.2,5.2,,,,,,,,,,,,,,,,,,14.75,17.5
+13/05/2004,0,0,,,,,,,,,,,,,,,,,,13,16.05
+14/05/2004,8,9.8,,,,,,,,,,,,,,,,,,12.55,14.9
+15/05/2004,0,0,,,,,,,,,,,,,,,,,,12.85,15.25
+16/05/2004,0.2,0,,,,,,,,,,,,,,,,,,13.2,15.65
+17/05/2004,0,0,,,,,,,,,,,,,,,,,,13.4,16.3
+18/05/2004,0,0,,,,,,,,,,,,,,,,,,12.95,15.75
+19/05/2004,0,0,,,,,,,,,,,,,,,,,,14.25,15.75
+20/05/2004,0,0,,,,,,,,,,,,,,,,,,15.25,16.95
+21/05/2004,0,0,,,,,,,,,,,,,,,,,,15.35,16.55
+22/05/2004,0,0,,,,,,,,,,,,,,,,,,13.75,16.2
+23/05/2004,24.6,23.4,,,,,,,,,,,,,,,,,,14.35,15.6
+24/05/2004,0.2,0,,,,,,,,,,,,,,,,,,13.6,15.9
+25/05/2004,0,0,,,,,,,,,,,,,,,,,,12.65,15.8
+26/05/2004,0,0,,,,,,,,,,,,,,,,,,14.05,16.7
+27/05/2004,0,0,,,,,,,,,,,,,,,,,,14.8,17.65
+28/05/2004,0,0,,,,,,,,,,,,,,,,,,14.4,17.85
+29/05/2004,0,0,,,,,,,,,,,,,,,,,,13.9,16.75
+30/05/2004,0.4,6.6,,,,,,,,,,,,,,,,,,15.4,17.9
+31/05/2004,0,8.2,,,,,,,,,,,,,,,,,,15.95,17.6
+01/06/2004,1.2,0.8,,,,,,,,,,,,,,,,,,15.85,17.8
+02/06/2004,1.2,2.6,,,,,,,,,,,,,,,,,,16.95,18.2
+03/06/2004,6,9,,,,,,,,,,,,,,,,,,15.4,18.15
+04/06/2004,0.2,0,,,,,,,,,,,,,,,,,,14.9,17.75
+05/06/2004,3.2,30.2,,,,,,,,,,,,,,,,,,15.1,17.45
+06/06/2004,3.6,15.4,,,,,,,,,,,,,,,,,,14.8,16.45
+07/06/2004,0.2,0,,,,,,,,,,,,,,,,,,16.15,18.75
+08/06/2004,0,0,,,,,,,,,,,,,,,,,,18.25,21.5
+09/06/2004,0,0,,,,,,,,,,,,,,,,,,19.55,21.8
+10/06/2004,0,0,,,,,,,,,,,,,,,,,,21.75,22.55
+11/06/2004,0,0,,,,,,,,,,,,,,,,,,21.55,23.85
+12/06/2004,0,0,,,,,,,,,,,,,,,,,,20,22
+13/06/2004,0,0,,,,,,,,,,,,,,,,,,19,20.5
+14/06/2004,21.2,29.4,,,,,,,,,,,,,,,,,,16.95,18.75
+15/06/2004,0.2,0,,,,,,,,,,,,,,,,,,16.35,18.75
+16/06/2004,0,0,,,,,,,,,,,,,,,,,,16.55,19.05
+17/06/2004,0.6,0.4,,,,,,,,,,,,,,,,,,17.85,20.55
+18/06/2004,0,0,,,,,,,,,,,,,,,,,,19.1,21.8
+19/06/2004,0,0,,,,,,,,,,,,,,,,,,18.95,19.8
+20/06/2004,0,0,,,,,,,,,,,,,,,,,,18.35,20.85
+21/06/2004,0,0,,,,,,,,,,,,,,,,,,16.5,19.05
+22/06/2004,0,0,,,,,,,,,,,,,,,,,,17.6,20.65
+23/06/2004,0,0,,,,,,,,,,,,,,,,,,20.4,22.65
+24/06/2004,0,0,,,,,,,,,,,,,,,,,,19.5,21.2
+25/06/2004,0,0,,,,,,,,,,,,,,,,,,20,21.1
+26/06/2004,0,0,,,,,,,,,,,,,,,,,,20.7,21.95
+27/06/2004,0,0,,,,,,,,,,,,,,,,,,21.45,23.3
+28/06/2004,0,0,,,,,,,,,,,,,,,,,,23.25,25.7
+29/06/2004,0,0,,,,,,,,,,,,,,,,,,21.7,24.1
+30/06/2004,0,0,,,,,,,,,,,,,,,,,,21.35,23.45
+01/07/2004,0,0,,,,,,,,,,,,,,,,,,20.15,22.25
+02/07/2004,0,0,,,,,,,,,,,,,,,,,,21.3,22.85
+03/07/2004,0,0,,,,,,,,,,,,,,,,,,21.3,22.75
+04/07/2004,0.2,0,,,,,,,,,,,,,,,,,,19.65,23.1
+05/07/2004,0,0,,,,,,,,,,,,,,,,,,22.3,24.4
+06/07/2004,0,0,,,,,,,,,,,,,,,,,,25.2,26.35
+07/07/2004,0,0,,,,,,,,,,,,,,,,,,25.15,26.8
+08/07/2004,0,0,,,,,,,,,,,,,,,,,,25.5,27.05
+09/07/2004,0,0,,,,,,,,,,,,,,,,,,20.15,22.9
+10/07/2004,0,0,,,,,,,,,,,,,,,,,,18.25,21.55
+11/07/2004,0,0,,,,,,,,,,,,,,,,,,18.05,20.4
+12/07/2004,0,0,,,,,,,,,,,,,,,,,,16.2,19
+13/07/2004,0,0,,,,,,,,,,,,,,,,,,16.85,19.9
+14/07/2004,15.8,23.4,,,,,,,,,,,,,,,,,,16.95,19.8
+15/07/2004,0,0,,,,,,,,,,,,,,,,,,18.3,20.25
+16/07/2004,0,0,,,,,,,,,,,,,,,,,,20.35,22.7
+17/07/2004,0,0,,,,,,,,,,,,,,,,,,21.85,23.6
+18/07/2004,0,0,,,,,,,,,,,,,,,,,,22,24.5
+19/07/2004,0,0,,,,,,,,,,,,,,,,,,22.5,24.7
+20/07/2004,0,0,,,,,,,,,,,,,,,,,,22.8,25.3
+21/07/2004,0,0,,,,,,,,,,,,,,,,,,23,25.5
+22/07/2004,0,0,,,,,,,,,,,,,,,,,,23.85,26.1
+23/07/2004,0,0,,,,,,,,,,,,,,,,,,26.2,28.6
+24/07/2004,0,0,,,,,,,,,,,,,,,,,,23.95,26.45
+25/07/2004,71.6,6,,,,,,,,,,,,,,,,,,17.95,21.65
+26/07/2004,0.4,0,,,,,,,,,,,,,,,,,,21.35,24.35
+27/07/2004,0,0,,,,,,,,,,,,,,,,,,20.4,23.05
+28/07/2004,0,0,,,,,,,,,,,,,,,,,,19.8,22.85
+29/07/2004,0,0,,,,,,,,,,,,,,,,,,18.65,22
+30/07/2004,0,0,,,,,,,,,,,,,,,,,,19.5,22.65
+31/07/2004,0,0,,,,,,,,,,,,,,,,,,21.9,24.65
+01/08/2004,0,0,,,,,,,,,,,,,,,,,,22.4,25.5
+02/08/2004,0,0,,,,,,,,,,,,,,,,,,22.35,25.25
+03/08/2004,0,0,,,,,,,,,,,,,,,,,,21.75,24.05
+04/08/2004,0,0,,,,,,,,,,,,,,,,,,21.95,24.75
+05/08/2004,4.8,9.2,,,,,,,,,,,,,,,,,,21.15,23.55
+06/08/2004,1.4,0.2,,,,,,,,,,,,,,,,,,19.9,21.7
+07/08/2004,0.2,0,,,,,,,,,,,,,,,,,,20,22.95
+08/08/2004,0.4,0,,,,,,,,,,,,,,,,,,20.05,23
+09/08/2004,0,0,,,,,,,,,,,,,,,,,,21.75,24.15
+10/08/2004,0,0,,,,,,,,,,,,,,,,,,22.75,24.8
+11/08/2004,0,0,,,,,,,,,,,,,,,,,,22.9,25.6
+12/08/2004,0.2,0,,,,,,,,,,,,,,,,,,21.85,25.5
+13/08/2004,0,0,,,,,,,,,,,,,,,,,,20.8,23.85
+14/08/2004,0,0,,,,,,,,,,,,,,,,,,20.65,24.4
+15/08/2004,0,0,,,,,,,,,,,,,,,,,,21.6,24
+16/08/2004,0,0,,,,,,,,,,,,,,,,,,20.05,23.25
+17/08/2004,0,0,,,,,,,,,,,,,,,,,,21.15,23.7
+18/08/2004,0,0,,,,,,,,,,,,,,,,,,20.85,23.15
+19/08/2004,0,0,,,,,,,,,,,,,,,,,,23.3,25.2
+20/08/2004,0,0,,,,,,,,,,,,,,,,,,24.2,26
+21/08/2004,0,0,,,,,,,,,,,,,,,,,,19.15,22.5
+22/08/2004,0,0,,,,,,,,,,,,,,,,,,19.1,22.6
+23/08/2004,0,0,,,,,,,,,,,,,,,,,,19.15,22.95
+24/08/2004,0,0,,,,,,,,,,,,,,,,,,21.5,23.75
+25/08/2004,0,0,,,,,,,,,,,,,,,,,,22,22.95
+26/08/2004,0,0,,,,,,,,,,,,,,,,,,18.4,22.25
+27/08/2004,0,0,,,,,,,,,,,,,,,,,,18.9,23.25
+28/08/2004,0,0,,,,,,,,,,,,,,,,,,19.05,22.3
+29/08/2004,0,0,,,,,,,,,,,,,,,,,,18.85,22.2
+30/08/2004,0.4,0,,,,,,,,,,,,,,,,,,18.35,21.25
+31/08/2004,0.2,0,,,,,,,,,,,,,,,,,,18.65,21.3
+01/09/2004,0.2,0,,,,,,,,,,,,,,,,,,19.5,22.6
+02/09/2004,0.2,0,,,,,,,,,,,,,,,,,,20.75,23.6
+03/09/2004,0,0,,,,,,,,,,,,,,,,,,22.15,25.45
+04/09/2004,0,0,,,,,,,,,,,,,,,,,,22.75,26.3
+05/09/2004,0,0,,,,,,,,,,,,,,,,,,21.7,24.2
+06/09/2004,0,0,,,,,,,,,,,,,,,,,,21.15,24.7
+07/09/2004,0,0,,,,,,,,,,,,,,,,,,20.45,23.75
+08/09/2004,0,0,,,,,,,,,,,,,,,,,,19.45,22.6
+09/09/2004,0,0,,,,,,,,,,,,,,,,,,19.65,22.35
+10/09/2004,0,0,,,,,,,,,,,,,,,,,,17.9,20.8
+11/09/2004,0,0,,,,,,,,,,,,,,,,,,18.3,21.2
+12/09/2004,0,0,,,,,,,,,,,,,,,,,,19.2,21.6
+13/09/2004,0,0,,,,,,,,,,,,,,,,,,20.05,22.85
+14/09/2004,0.2,0,,,,,,,,,,,,,,,,,,20.7,23.1
+15/09/2004,0.2,1.4,,,,,,,,,,,,,,,,,,19.85,21.8
+16/09/2004,27.8,44.4,,,,,,,,,,,,,,,,,,18.05,20.8
+17/09/2004,11,14.8,,,,,,,,,,,,,,,,,,16.25,18
+18/09/2004,12.4,1.2,,,,,,,,,,,,,,,,,,18.3,21.1
+19/09/2004,0.2,0,,,,,,,,,,,,,,,,,,17.9,20.6
+20/09/2004,0,0,,,,,,,,,,,,,,,,,,19.2,22.4
+21/09/2004,0,0,,,,,,,,,,,,,,,,,,18.1,20.8
+22/09/2004,0,0,,,,,,,,,,,,,,,,,,17.3,20.2
+23/09/2004,0.2,0,,,,,,,,,,,,,,,,,,18.15,20.3
+24/09/2004,0.8,7.8,,,,,,,,,,,,,,,,,,15.1,19.3
+25/09/2004,0.4,21,,,,,,,,,,,,,,,,,,12,13.7
+26/09/2004,0,0.6,,,,,,,,,,,,,,,,,,13,16.25
+27/09/2004,0,0,,,,,,,,,,,,,,,,,,13.3,16.35
+28/09/2004,0,0,,,,,,,,,,,,,,,,,,14.6,17.05
+29/09/2004,0,0,,,,,,,,,,,,,,,,,,14.6,17.05
+30/09/2004,0,0,,,,,,,,,,,,,,,,,,14.25,17.3
+01/10/2004,0.4,0.4,,,,,,,,,,,,,,,,,,16.6,19.15
+02/10/2004,0.2,0.2,,,,,,,,,,,,,,,,,,16.65,19.25
+03/10/2004,0.4,0,,,,,,,,,,,,,,,,,,15.55,18.85
+04/10/2004,0.2,0,,,,,,,,,,,,,,,,,,16.85,19.65
+05/10/2004,0.2,0,,,,,,,,,,,,,,,,,,16.8,19.75
+06/10/2004,0.2,0,,,,,,,,,,,,,,,,,,17.2,19.75
+07/10/2004,0.2,0.2,,,,,,,,,,,,,,,,,,16.55,19.7
+08/10/2004,0.2,0.2,,,,,,,,,,,,,,,,,,17.55,19.3
+09/10/2004,0,0,,,,,,,,,,,,,,,,,,16.85,19.45
+10/10/2004,1,21.4,,,,,,,,,,,,,,,,,,17.2,18.7
+11/10/2004,4,16.8,,,,,,,,,,,,,,,,,,15.15,18.75
+12/10/2004,3.4,7,,,,,,,,,,,,,,,,,,14.35,17.8
+13/10/2004,11.4,10.6,,,,,,,,,,,,,,,,,,12.25,16.45
+14/10/2004,35.2,20.8,,,,,,,,,,,,,,,,,,13.9,15.9
+15/10/2004,7.2,21.8,,,,,,,,,,,,,,,,,,12.9,15.15
+16/10/2004,10.2,5.2,,,,,,,,,,,,,,,,,,11.95,15.8
+17/10/2004,8.2,11.4,,,,,,,,,,,,,,,,,,12,15.15
+18/10/2004,0.2,0.2,,,,,,,,,,,,,,,,,,12.95,15.25
+19/10/2004,0,0.2,,,,,,,,,,,,,,,,,,15.5,18.05
+20/10/2004,0.2,0,,,,,,,,,,,,,,,,,,17.55,20.35
+21/10/2004,0,0.2,,,,,,,,,,,,,,,,,,18.6,19.7
+22/10/2004,0,0,,,,,,,,,,,,,,,,,,18.45,20.45
+23/10/2004,0.2,0.2,,,,,,,,,,,,,,,,,,17.65,19.9
+24/10/2004,0.4,0.2,,,,,,,,,,,,,,,,,,15.4,18.6
+25/10/2004,0,0.2,,,,,,,,,,,,,,,,,,16.65,18.45
+26/10/2004,14.8,10.8,,,,,,,,,,,,,,,,,,17.05,18.95
+27/10/2004,16.8,14.8,,,,,,,,,,,,,,,,,,13.65,16.5
+28/10/2004,0.4,0.4,,,,,,,,,,,,,,,,,,11.9,15.05
+29/10/2004,0,0.2,,,,,,,,,,,,,,,,,,15.4,18.45
+30/10/2004,20.8,3,,,,,,,,,,,,,,,,,,16.6,19.85
+31/10/2004,0,0,,,,,,,,,,,,,,,,,,18.7,21.25
+01/11/2004,0.4,0,,,,,,,,,,,,,,,,,,19.6,22.8
+02/11/2004,0,0,,,,,,,,,,,,,,,,,,19.05,21.6
+03/11/2004,0,0,,,,,,,,,,,,,,,,,,16.75,21
+04/11/2004,0,0,,,,,,,,,,,,,,,,,,17.25,20.3
+05/11/2004,0,0,,,,,,,,,,,,,,,,,,14.95,17.95
+06/11/2004,0,0,,,,,,,,,,,,,,,,,,14,16.65
+07/11/2004,8.4,3.4,,,,,,,,,,,,,,,,,,8.95,12.75
+08/11/2004,1.2,0.2,,,,,,,,,,,,,,,,,,4,9.75
+09/11/2004,27.2,21,,,,,,,,,,,,,,,,,,3.65,7.75
+10/11/2004,31.4,16.6,,,,,,,,,,,,,,,,,,5.15,9.95
+11/11/2004,27,25,,,,,,,,,,,,,,,,,,8.05,11.5
+12/11/2004,0.8,5.4,,,,,,,,,,,,,,,,,,12,15.45
+13/11/2004,4.4,4.6,,,,,,,,,,,,,,,,,,12.05,15.2
+14/11/2004,35.8,33.4,,,,,,,,,,,,,,,,,,7.5,10.55
+15/11/2004,0,0,,,,,,,,,,,,,,,,,,5.4,9.7
+16/11/2004,0,0,,,,,,,,,,,,,,,,,,6.8,11.4
+17/11/2004,0,0,,,,,,,,,,,,,,,,,,7.45,10.9
+18/11/2004,0.2,0,,,,,,,,,,,,,,,,,,7.85,11.2
+19/11/2004,1.2,2.4,,,,,,,,,,,,,,,,,,8.6,12.35
+20/11/2004,0,0,,,,,,,,,,,,,,,,,,4.95,9.15
+21/11/2004,0,0,,,,,,,,,,,,,,,,,,4.4,7.85
+22/11/2004,0,0.4,,,,,,,,,,,,,,,,,,5.65,7.7
+23/11/2004,0,0,,,,,,,,,,,,,,,,,,8.25,12.05
+24/11/2004,0.6,0.4,,,,,,,,,,,,,,,,,,8.5,12.15
+25/11/2004,0,0,,,,,,,,,,,,,,,,,,7.35,10.95
+26/11/2004,6.2,6.2,,,,,,,,,,,,,,,,,,7.05,9.1
+27/11/2004,25.2,42.6,,,,,,,,,,,,,,,,,,7.6,10.25
+28/11/2004,0.2,0.2,,,,,,,,,,,,,,,,,,8.1,11.85
+29/11/2004,15.4,13.6,,,,,,,,,,,,,,,,,,8.4,11.7
+30/11/2004,24,28.4,,,,,,,,,,,,,,,,,,8.85,11.4
+01/12/2004,9.6,13,,,,,,,,,,,,,,,,,,10.5,12.95
+02/12/2004,0,0,,,,,,,,,,,,,,,,,,13.5,16.1
+03/12/2004,0,0,,,,,,,,,,,,,,,,,,13.2,15.35
+04/12/2004,3.4,3.8,,,,,,,,,,,,,,,,,,11.35,14.9
+05/12/2004,29.6,15.8,,,,,,,,,,,,,,,,,,11.45,14.1
+06/12/2004,4.4,26.8,,,,,,,,,,,,,,,,,,10.75,14.55
+07/12/2004,0,0,,,,,,,,,,,,,,,,,,11.6,16.2
+08/12/2004,7.6,9.6,,,,,,,,,,,,,,,,,,9.75,12.95
+09/12/2004,0,0,,,,,,,,,,,,,,,,,,11.7,15.9
+10/12/2004,0.2,0.6,,,,,,,,,,,,,,,,,,9.7,12.7
+11/12/2004,0,0,,,,,,,,,,,,,,,,,,9.9,12.95
+12/12/2004,0,0,,,,,,,,,,,,,,,,,,8.5,13
+13/12/2004,0,0,,,,,,,,,,,,,,,,,,9.4,12.8
+14/12/2004,0,0,,,,,,,,,,,,,,,,,,9.05,11.85
+15/12/2004,0.2,0,,,,,,,,,,,,,,,,,,8.9,11.1
+16/12/2004,22.6,26,,,,,,,,,,,,,,,,,,7.3,10.2
+17/12/2004,47.2,80.6,,,,,,,,,,,,,,,,,,6.95,10.7
+18/12/2004,3.6,9.2,,,,,,,,,,,,,,,,,,4.3,9.4
+19/12/2004,2.6,2,,,,,,,,,,,,,,,,,,5.05,8.5
+20/12/2004,0.8,1.4,,,,,,,,,,,,,,,,,,5.45,9
+21/12/2004,0,0,,,,,,,,,,,,,,,,,,4.1,8.4
+22/12/2004,0,0,,,,,,,,,,,,,,,,,,2.25,7.15
+23/12/2004,0,0,,,,,,,,,,,,,,,,,,2.85,6.15
+24/12/2004,1.6,3.2,,,,,,,,,,,,,,,,,,4.25,6.45
+25/12/2004,29,21.4,,,,,,,,,,,,,,,,,,7.05,9.55
+26/12/2004,100.2,69.8,,,,,,,,,,,,,,,,,,6.7,8.8
+27/12/2004,89.8,40.2,,,,,,,,,,,,,,,,,,3.95,7.9
+28/12/2004,8.2,14.4,,,,,,,,,,,,,,,,,,2.75,6.5
+29/12/2004,4.2,6.2,,,,,,,,,,,,,,,,,,4.4,8.05
+30/12/2004,0,0,,,,,,,,,,,,,,,,,,4.5,8.95
+31/12/2004,0,0,,,,,,,,,,,,,,,,,,4.6,8.6
+01/01/2005,0,0,,,,,,,,,,,,,,,,,,4.55,8.2
+02/01/2005,0.2,0,,,,,,,,,,,,,,,,,,4.2,7.25
+03/01/2005,0,0,,,,,,,,,,,,,,,,,,4.7,9.45
+04/01/2005,0,0,,,,,,,,,,,,,,,,,,4.9,8.2
+05/01/2005,0,0,,,,,,,,,,,,,,,,,,4.5,8.55
+06/01/2005,0,0,,,,,,,,,,,,,,,,,,7.05,9.95
+07/01/2005,0,0,,,,,,,,,,,,,,,,,,7.2,10.4
+08/01/2005,0,0,,,,,,,,,,,,,,,,,,7.65,9.3
+09/01/2005,0.2,0,,,,,,,,,,,,,,,,,,4.85,8.1
+10/01/2005,0.4,0,,,,,,,,,,,,,,,,,,5.15,8.5
+11/01/2005,0,0,,,,,,,,,,,,,,,,,,4.75,8.15
+12/01/2005,0,0,,,,,,,,,,,,,,,,,,5.25,7.4
+13/01/2005,1,0.2,,,,,,,,,,,,,,,,,,4.25,8.35
+14/01/2005,0,0,,,,,,,,,,,,,,,,,,5.3,8.75
+15/01/2005,0,0,,,,,,,,,,,,,,,,,,2.8,7.95
+16/01/2005,0,0,,,,,,,,,,,,,,,,,,1.8,6.3
+17/01/2005,0,0,,,,,,,,,,,,,,,,,,2.5,5
+18/01/2005,11,19.6,,,,,,,,,,,,,,,,,,1.8,4.75
+19/01/2005,13.6,19,,,,,,,,,,,,,,,,,,2.6,6.7
+20/01/2005,0,0,,,,,,,,,,,,,,,,,,6,9.5
+21/01/2005,0,0,,,,,,,,,,,,,,,,,,5.25,8.95
+22/01/2005,0.2,0,,,,,,,,,,,,,,,,,,5.55,10.3
+23/01/2005,26.8,22.6,,,,,,,,,,,,,,,,,,4.5,7.9
+24/01/2005,2.6,5.8,,,,,,,,,,,,,,,,,,2,6.65
+25/01/2005,6,13,,,,,,,,,,,,,,,,,,-0.55,3.1
+26/01/2005,3.8,1,,,,,,,,,,,,,,,,,,0.1,4.4
+27/01/2005,1,2.8,,,,,,,,,,,,,,,,,,-0.55,3.15
+28/01/2005,3.8,6.8,,,,,,,,,,,,,,,,,,-0.55,3.2
+29/01/2005,1.2,0.2,,,,,,,,,,,,,,,,,,-0.95,2.35
+30/01/2005,2.6,0,,,,,,,,,,,,,,,,,,0.25,4.9
+31/01/2005,0.4,0,,,,,,,,,,,,,,,,,,1.25,4.25
+01/02/2005,0,0,,,,,,,,,,,,,,,,,,1.3,3.6
+02/02/2005,0,0,,,,,,,,,,,,,,,,,,1.5,5.5
+03/02/2005,0,0,,,,,,,,,,,,,,,,,,1.75,7.75
+04/02/2005,0,0,,,,,,,,,,,,,,,,,,1.75,7.05
+05/02/2005,0,0,,,,,,,,,,,,,,,,,,-0.2,4.9
+06/02/2005,0,0,,,,,,,,,,,,,,,,,,1.8,5.25
+07/02/2005,0,0,,,,,,,,,,,,,,,,,,2.9,6.35
+08/02/2005,0,0,,,,,,,,,,,,,,,,,,3.75,7.75
+09/02/2005,0,0,,,,,,,,,,,,,,,,,,3.85,6.7
+10/02/2005,0,0,,,,,,,,,,,,,,,,,,2.45,5.85
+11/02/2005,0,0,,,,,,,,,,,,,,,,,,3.5,7.2
+12/02/2005,2,9.8,,,,,,,,,,,,,,,,,,4.5,7.6
+13/02/2005,0.8,1.4,,,,,,,,,,,,,,,,,,7.9,11.95
+14/02/2005,3.2,7.4,,,,,,,,,,,,,,,,,,2.15,6.6
+15/02/2005,0,0,,,,,,,,,,,,,,,,,,0.1,4.05
+16/02/2005,0,0,,,,,,,,,,,,,,,,,,0.85,5.3
+17/02/2005,0,0,,,,,,,,,,,,,,,,,,3.2,6.1
+18/02/2005,0,0,,,,,,,,,,,,,,,,,,3.45,6.75
+19/02/2005,2,4,,,,,,,,,,,,,,,,,,2.95,5.3
+20/02/2005,17.4,30,,,,,,,,,,,,,,,,,,0.35,4.15
+21/02/2005,11.8,13.8,,,,,,,,,,,,,,,,,,1.3,3.2
+22/02/2005,0.6,0.6,,,,,,,,,,,,,,,,,,1.7,4.35
+23/02/2005,28.2,22.6,,,,,,,,,,,,,,,,,,1.95,5.15
+24/02/2005,15,20.6,,,,,,,,,,,,,,,,,,1.3,4.5
+25/02/2005,0,0,,,,,,,,,,,,,,,,,,3.85,7.3
+26/02/2005,8.8,7.6,,,,,,,,,,,,,,,,,,1.45,5.05
+27/02/2005,1,5.8,,,,,,,,,,,,,,,,,,0.9,4.7
+28/02/2005,2.4,1.8,,,,,,,,,,,,,,,,,,-0.8,2.8
+01/03/2005,0.4,0,,,,,,,,,,,,,,,,,,-1.85,2.7
+02/03/2005,0,0,,,,,,,,,,,,,,,,,,-1.15,2.15
+03/03/2005,32.6,38.2,,,,,,,,,,,,,,,,,,0.1,2.3
+04/03/2005,18.8,15.2,,,,,,,,,,,,,,,,,,3.3,6.2
+05/03/2005,2,5,,,,,,,,,,,,,,,,,,2.4,5.95
+06/03/2005,3,15.6,,,,,,,,,,,,,,,,,,1.4,4.75
+07/03/2005,10.6,0.8,,,,,,,,,,,,,,,,,,1.35,4.65
+08/03/2005,0.2,0,,,,,,,,,,,,,,,,,,0.55,4.65
+09/03/2005,0.6,2.4,,,,,,,,,,,,,,,,,,2.7,5.8
+10/03/2005,0,0,,,,,,,,,,,,,,,,,,5.25,7.7
+11/03/2005,0.2,0,,,,,,,,,,,,,,,,,,4.3,6.95
+12/03/2005,1.6,0.6,,,,,,,,,,,,,,,,,,6.05,9.6
+13/03/2005,0,0,,,,,,,,,,,,,,,,,,6.4,8.85
+14/03/2005,0,0,,,,,,,,,,,,,,,,,,7.95,10.05
+15/03/2005,0.2,0,,,,,,,,,,,,,,,,,,7.85,10.35
+16/03/2005,0,0,,,,,,,,,,,,,,,,,,10.4,12.4
+17/03/2005,0,0,,,,,,,,,,,,,,,,,,11.95,14.25
+18/03/2005,0,0,,,,,,,,,,,,,,,,,,11.65,12.45
+19/03/2005,0,0,,,,,,,,,,,,,,,,,,10.3,13.05
+20/03/2005,0,0,,,,,,,,,,,,,,,,,,10.35,11.2
+21/03/2005,0,0,,,,,,,,,,,,,,,,,,9.45,11.2
+22/03/2005,0,0,,,,,,,,,,,,,,,,,,9.9,11.95
+23/03/2005,1.6,0.6,,,,,,,,,,,,,,,,,,11.35,13.4
+24/03/2005,1.4,1.8,,,,,,,,,,,,,,,,,,13.7,15.9
+25/03/2005,1,1.4,,,,,,,,,,,,,,,,,,13,15.2
+26/03/2005,0,0.2,,,,,,,,,,,,,,,,,,12.3,15.3
+27/03/2005,43.2,25.6,,,,,,,,,,,,,,,,,,10.95,12.5
+28/03/2005,1.2,0.6,,,,,,,,,,,,,,,,,,10.7,14.55
+29/03/2005,0.2,0,,,,,,,,,,,,,,,,,,10.05,12.8
+30/03/2005,1.6,14,,,,,,,,,,,,,,,,,,10.45,12.6
+31/03/2005,10.8,25.2,,,,,,,,,,,,,,,,,,11.05,13.7
+01/04/2005,0,6.4,,,,,,,,,,,,,,,,,,10.3,13.6
+02/04/2005,0,0,,,,,,,,,,,,,,,,,,8.1,11.85
+03/04/2005,0,0,,,,,,,,,,,,,,,,,,8.1,11.7
+04/04/2005,0,0,,,,,,,,,,,,,,,,,,8.05,11.75
+05/04/2005,0,0,,,,,,,,,,,,,,,,,,8.9,11.4
+06/04/2005,0,0,,,,,,,,,,,,,,,,,,9.7,11.95
+07/04/2005,0,0,,,,,,,,,,,,,,,,,,9.05,12.1
+08/04/2005,7,11.6,,,,,,,,,,,,,,,,,,9.35,11.2
+09/04/2005,21.8,32,,,,,,,,,,,,,,,,,,7.15,10.15
+10/04/2005,28.4,22.8,,,,,,,,,,,,,,,,,,8.05,10.8
+11/04/2005,2.8,4.4,,,,,,,,,,,,,,,,,,7.1,10.45
+12/04/2005,0.2,9,,,,,,,,,,,,,,,,,,8.55,11.55
+13/04/2005,0,0.2,,,,,,,,,,,,,,,,,,8.85,11.5
+14/04/2005,0,0,,,,,,,,,,,,,,,,,,8.8,11.65
+15/04/2005,0,0,,,,,,,,,,,,,,,,,,9.35,12
+16/04/2005,10,7,,,,,,,,,,,,,,,,,,7.4,9.8
+17/04/2005,27.6,45.2,,,,,,,,,,,,,,,,,,4.8,8.35
+18/04/2005,0,0,,,,,,,,,,,,,,,,,,7.05,10.55
+19/04/2005,1.6,3.4,,,,,,,,,,,,,,,,,,10.55,11.6
+20/04/2005,3,3.2,,,,,,,,,,,,,,,,,,7.75,10.9
+21/04/2005,3,20.8,,,,,,,,,,,,,,,,,,7.15,9.7
+22/04/2005,0,0,,,,,,,,,,,,,,,,,,7.8,10.6
+23/04/2005,0,0,,,,,,,,,,,,,,,,,,8.95,11.2
+24/04/2005,2.8,2,,,,,,,,,,,,,,,,,,10.75,12.8
+25/04/2005,0.8,6,,,,,,,,,,,,,,,,,,12.55,14.95
+26/04/2005,0,0,,,,,,,,,,,,,,,,,,12,14.35
+27/04/2005,0,0,,,,,,,,,,,,,,,,,,13.2,15.15
+28/04/2005,0,0,,,,,,,,,,,,,,,,,,14.5,15.95
+29/04/2005,0,0,,,,,,,,,,,,,,,,,,16.2,17.35
+30/04/2005,0,0,,,,,,,,,,,,,,,,,,15.75,18.4
+01/05/2005,0,0,,,,,,,,,,,,,,,,,,16.1,17.85
+02/05/2005,0,0,,,,,,,,,,,,,,,,,,16.9,19.25
+03/05/2005,0,0,,,,,,,,,,,,,,,,,,16.2,18.25
+04/05/2005,0,0,,,,,,,,,,,,,,,,,,16.3,18.1
+05/05/2005,0,0,,,,,,,,,,,,,,,,,,12.95,16.4
+06/05/2005,0,0,,,,,,,,,,,,,,,,,,12,15.85
+07/05/2005,0,0,,,,,,,,,,,,,,,,,,13,17.35
+08/05/2005,0,0,,,,,,,,,,,,,,,,,,12.35,15
+09/05/2005,0,0,,,,,,,,,,,,,,,,,,13.4,16.35
+10/05/2005,0,0,,,,,,,,,,,,,,,,,,14.8,16.05
+11/05/2005,0,0,,,,,,,,,,,,,,,,,,16.05,18.4
+12/05/2005,0,0,,,,,,,,,,,,,,,,,,17.4,20.15
+13/05/2005,0.8,2.2,,,,,,,,,,,,,,,,,,16.55,20.85
+14/05/2005,0,0,,,,,,,,,,,,,,,,,,17.2,19.8
+15/05/2005,0,0,,,,,,,,,,,,,,,,,,15.45,18.8
+16/05/2005,0,0,,,,,,,,,,,,,,,,,,14.85,17.85
+17/05/2005,11.6,8.2,,,,,,,,,,,,,,,,,,15.4,19.55
+18/05/2005,1.2,6.4,,,,,,,,,,,,,,,,,,12.05,15.65
+19/05/2005,0,0,,,,,,,,,,,,,,,,,,13.15,16.55
+20/05/2005,0,0,,,,,,,,,,,,,,,,,,14.35,17.55
+21/05/2005,0,0,,,,,,,,,,,,,,,,,,15.55,17.35
+22/05/2005,0,0,,,,,,,,,,,,,,,,,,17.4,18.75
+23/05/2005,0,0,,,,,,,,,,,,,,,,,,17.1,19.5
+24/05/2005,19.2,6.6,,,,,,,,,,,,,,,,,,16.95,19.65
+25/05/2005,0,0,,,,,,,,,,,,,,,,,,18.05,20.9
+26/05/2005,0,0,,,,,,,,,,,,,,,,,,19.95,22.45
+27/05/2005,0,0,,,,,,,,,,,,,,,,,,19.2,22.15
+28/05/2005,0.2,0,,,,,,,,,,,,,,,,,,21.4,23.25
+29/05/2005,6.2,4,,,,,,,,,,,,,,,,,,20.75,23.35
+30/05/2005,0,0,,,,,,,,,,,,,,,,,,21.05,23.2
+31/05/2005,0,0,,,,,,,,,,,,,,,,,,18.85,21.3
+01/06/2005,0,0,,,,,,,,,,,,,,,,,,18.45,20.65
+02/06/2005,0,0,,,,,,,,,,,,,,,,,,19.15,21.95
+03/06/2005,0,0,,,,,,,,,,,,,,,,,,19.75,21.85
+04/06/2005,0,0,,,,,,,,,,,,,,,,,,19.9,21.8
+05/06/2005,0,0,,,,,,,,,,,,,,,,,,18.6,20.45
+06/06/2005,0,0,,,,,,,,,,,,,,,,,,17.5,20.2
+07/06/2005,21.2,47.2,,,,,,,,,,,,,,,,,,16.75,18.85
+08/06/2005,0.2,0,,,,,,,,,,,,,,,,,,14.35,18.05
+09/06/2005,4.2,21.8,,,,,,,,,,,,,,,,,,11.4,14.6
+10/06/2005,0,0,,,,,,,,,,,,,,,,,,11.4,14.25
+11/06/2005,0,0,,,,,,,,,,,,,,,,,,12.45,15.45
+12/06/2005,0,0,,,,,,,,,,,,,,,,,,14.5,16.3
+13/06/2005,0,0,,,,,,,,,,,,,,,,,,17.7,20.2
+14/06/2005,0,0,,,,,,,,,,,,,,,,,,18.9,20.95
+15/06/2005,52.6,2.2,,,,,,,,,,,,,,,,,,16.85,20.95
+16/06/2005,0.2,1,,,,,,,,,,,,,,,,,,19.7,21.9
+17/06/2005,31.4,9.6,,,,,,,,,,,,,,,,,,20.65,22.85
+18/06/2005,0,0,,,,,,,,,,,,,,,,,,20.55,23.4
+19/06/2005,0,1,,,,,,,,,,,,,,,,,,20.95,23
+20/06/2005,0,0,,,,,,,,,,,,,,,,,,21.2,23.1
+21/06/2005,0,0,,,,,,,,,,,,,,,,,,20.8,23.2
+22/06/2005,0,0,,,,,,,,,,,,,,,,,,21.1,23.55
+23/06/2005,0,0,,,,,,,,,,,,,,,,,,22.3,25.2
+24/06/2005,0,0,,,,,,,,,,,,,,,,,,22.85,25.35
+25/06/2005,0,0,,,,,,,,,,,,,,,,,,22.15,25.55
+26/06/2005,0,0,,,,,,,,,,,,,,,,,,22.7,25.95
+27/06/2005,0,0,,,,,,,,,,,,,,,,,,24.55,26.95
+28/06/2005,0,0,,,,,,,,,,,,,,,,,,24.3,27.3
+29/06/2005,0,0,,,,,,,,,,,,,,,,,,23.95,26.4
+30/06/2005,0,0,,,,,,,,,,,,,,,,,,22.45,25.8
+01/07/2005,0,0,,,,,,,,,,,,,,,,,,20.8,23.25
+02/07/2005,0,0,,,,,,,,,,,,,,,,,,21.3,23.65
+03/07/2005,0,0,,,,,,,,,,,,,,,,,,21,24.6
+04/07/2005,0,0,,,,,,,,,,,,,,,,,,20.3,23.3
+05/07/2005,0,0,,,,,,,,,,,,,,,,,,20.5,23.55
+06/07/2005,0,0,,,,,,,,,,,,,,,,,,19.1,22.4
+07/07/2005,0,0,,,,,,,,,,,,,,,,,,18.35,20.8
+08/07/2005,0,0,,,,,,,,,,,,,,,,,,17.85,21.65
+09/07/2005,0,0,,,,,,,,,,,,,,,,,,17.65,20.4
+10/07/2005,0,0,,,,,,,,,,,,,,,,,,18.05,20.55
+11/07/2005,1.2,10.4,,,,,,,,,,,,,,,,,,17.35,20.45
+12/07/2005,0,0,,,,,,,,,,,,,,,,,,18.75,22.35
+13/07/2005,0,0,,,,,,,,,,,,,,,,,,19.9,23.25
+14/07/2005,0,0,,,,,,,,,,,,,,,,,,20.4,23.9
+15/07/2005,0,0,,,,,,,,,,,,,,,,,,22.65,25.4
+16/07/2005,0,0,,,,,,,,,,,,,,,,,,23.35,26.55
+17/07/2005,0,0,,,,,,,,,,,,,,,,,,23.45,25.2
+18/07/2005,0,0,,,,,,,,,,,,,,,,,,24.45,25.35
+19/07/2005,0.2,0.4,,,,,,,,,,,,,,,,,,22,24.9
+20/07/2005,0,0,,,,,,,,,,,,,,,,,,21.1,23.6
+21/07/2005,0,0,,,,,,,,,,,,,,,,,,20.35,23.1
+22/07/2005,0,0,,,,,,,,,,,,,,,,,,19.85,22.55
+23/07/2005,0,0,,,,,,,,,,,,,,,,,,20.25,23.6
+24/07/2005,0,0,,,,,,,,,,,,,,,,,,20.9,23.7
+25/07/2005,0,0,,,,,,,,,,,,,,,,,,22.55,24.95
+26/07/2005,0,0,,,,,,,,,,,,,,,,,,23.7,25.95
+27/07/2005,0,0,,,,,,,,,,,,,,,,,,23.65,25.9
+28/07/2005,0,0,,,,,,,,,,,,,,,,,,25.4,27.75
+29/07/2005,0,0,,,,,,,,,,,,,,,,,,28.9,30
+30/07/2005,0,0,,,,,,,,,,,,,,,,,,24.3,27.25
+31/07/2005,0,0,,,,,,,,,,,,,,,,,,22.95,25.95
+01/08/2005,0,0,,,,,,,,,,,,,,,,,,22.75,24.8
+02/08/2005,0,0,,,,,,,,,,,,,,,,,,23.8,25.6
+03/08/2005,0.2,6,,,,,,,,,,,,,,,,,,17.75,21.95
+04/08/2005,0.2,0,,,,,,,,,,,,,,,,,,19.85,23
+05/08/2005,0,0,,,,,,,,,,,,,,,,,,18.8,22.85
+06/08/2005,0,0,,,,,,,,,,,,,,,,,,19.95,23.1
+07/08/2005,0,0,,,,,,,,,,,,,,,,,,18.85,21.1
+08/08/2005,0.6,2.8,,,,,,,,,,,,,,,,,,19.15,22.75
+09/08/2005,0.2,0,,,,,,,,,,,,,,,,,,18.9,22.8
+10/08/2005,0,0,,,,,,,,,,,,,,,,,,20.15,22.5
+11/08/2005,0.4,0.2,,,,,,,,,,,,,,,,,,21.75,25.4
+12/08/2005,0,0.2,,,,,,,,,,,,,,,,,,21.55,24.15
+13/08/2005,0,1,,,,,,,,,,,,,,,,,,20.65,24.25
+14/08/2005,0.2,0.2,,,,,,,,,,,,,,,,,,20.4,23.7
+15/08/2005,0.2,0,,,,,,,,,,,,,,,,,,19.25,22.5
+16/08/2005,0,0,,,,,,,,,,,,,,,,,,16.6,22
+17/08/2005,0,0,,,,,,,,,,,,,,,,,,18.7,22.1
+18/08/2005,0,0,,,,,,,,,,,,,,,,,,20.65,22.65
+19/08/2005,0,0,,,,,,,,,,,,,,,,,,21.6,23.75
+20/08/2005,0,0,,,,,,,,,,,,,,,,,,19.75,22.4
+21/08/2005,20,13.4,,,,,,,,,,,,,,,,,,15.6,19.15
+22/08/2005,10.2,15.8,,,,,,,,,,,,,,,,,,14.1,17.65
+23/08/2005,0.4,0,,,,,,,,,,,,,,,,,,15.4,18.55
+24/08/2005,0,1.6,,,,,,,,,,,,,,,,,,17.65,19.9
+25/08/2005,0,0,,,,,,,,,,,,,,,,,,17.45,20.25
+26/08/2005,0.2,0,,,,,,,,,,,,,,,,,,18.05,20.95
+27/08/2005,0.2,0,,,,,,,,,,,,,,,,,,19.3,22
+28/08/2005,0,0,,,,,,,,,,,,,,,,,,19.1,21.9
+29/08/2005,0,0,,,,,,,,,,,,,,,,,,21.2,24.9
+30/08/2005,9.4,0,,,,,,,,,,,,,,,,,,21.25,24.4
+31/08/2005,1.2,0.2,,,,,,,,,,,,,,,,,,20.5,23.75
+01/09/2005,0.2,0,,,,,,,,,,,,,,,,,,20.6,23.5
+02/09/2005,0,0,,,,,,,,,,,,,,,,,,21.75,24.55
+03/09/2005,0,,,,,,,,,,,,,,,,,,,21.75,
+04/09/2005,33.4,,,,,,,,,,,,,,,,,,,19.7,
+05/09/2005,1.4,,,,,,,,,,,,,,,,,,,17.95,
+06/09/2005,0,,,,,,,,,,,,,,,,,,,18.65,
+07/09/2005,42.8,,,,,,,,,,,,,,,,,,,18.95,
+08/09/2005,0.8,,,,,,,,,,,,,,,,,,,19.45,
+09/09/2005,77.4,43.2,,,,,,,,,,,,,,,,,,18.65,21
+10/09/2005,0.4,0.2,,,,,,,,,,,,,,,,,,18.35,21.1
+11/09/2005,0.2,0,,,,,,,,,,,,,,,,,,18.4,20.65
+12/09/2005,0.2,0,,,,,,,,,,,,,,,,,,18.95,21.7
+13/09/2005,0,0,,,,,,,,,,,,,,,,,,18.5,21.95
+14/09/2005,0.2,0.2,,,,,,,,,,,,,,,,,,18.65,21.85
+15/09/2005,0,0,,,,,,,,,,,,,,,,,,18.45,22.15
+16/09/2005,1,0.6,,,,,,,,,,,,,,,,,,17.5,20.3
+17/09/2005,21.6,32.8,,,,,,,,,,,,,,,,,,17.45,20.4
+18/09/2005,21,22,,,,,,,,,,,,,,,,,,17.15,20.65
+19/09/2005,12.2,6,,,,,,,,,,,,,,,,,,15.85,19
+20/09/2005,4,0.2,,,,,,,,,,,,,,,,,,15.65,19
+21/09/2005,1,2.6,,,,,,,,,,,,,,,,,,15.1,18.95
+22/09/2005,17.6,7.4,,,,,,,,,,,,,,,,,,13.4,17
+23/09/2005,0.4,0,,,,,,,,,,,,,,,,,,14.35,18
+24/09/2005,0.2,8.6,,,,,,,,,,,,,,,,,,14.75,19
+25/09/2005,0.2,0.6,,,,,,,,,,,,,,,,,,15.35,18.8
+26/09/2005,0.8,0,,,,,,,,,,,,,,,,,,16.6,19.85
+27/09/2005,0.2,0,,,,,,,,,,,,,,,,,,16.1,20
+28/09/2005,0.2,0,,,,,,,,,,,,,,,,,,15.3,18.95
+29/09/2005,0.4,1.8,,,,,,,,,,,,,,,,,,16.05,18.75
+30/09/2005,0,0,,,,,,,,,,,,,,,,,,14.15,19
+01/10/2005,0,0,,,,,,,,,,,,,,,,,,12.15,15.5
+02/10/2005,7.2,7.6,,,,,,,,,,,,,,,,,,12.35,16.75
+03/10/2005,33.6,35.4,,,,,,,,,,,,,,,,,,9.7,12.8
+04/10/2005,0.6,0.4,,,,,,,,,,,,,,,,,,12.35,15.15
+05/10/2005,28.4,5,,,,,,,,,,,,,,,,,,11.3,15.4
+06/10/2005,0.4,0.2,,,,,,,,,,,,,,,,,,12.15,16.05
+07/10/2005,16.2,23.8,,,,,,,,,,,,,,,,,,11.1,15.85
+08/10/2005,25.6,40.6,,,,,,,,,,,,,,,,,,10.05,12.7
+09/10/2005,0,0,,,,,,,,,,,,,,,,,,13.1,16.9
+10/10/2005,0,0,,,,,,,,,,,,,,,,,,13.7,17.35
+11/10/2005,0.2,0.2,,,,,,,,,,,,,,,,,,13.7,17.25
+12/10/2005,1,6.4,,,,,,,,,,,,,,,,,,13.55,16.65
+13/10/2005,0.4,0.4,,,,,,,,,,,,,,,,,,13.7,16.85
+14/10/2005,0.2,0,,,,,,,,,,,,,,,,,,15.1,18.5
+15/10/2005,0.4,0.2,,,,,,,,,,,,,,,,,,13.9,17.95
+16/10/2005,0.4,0.2,,,,,,,,,,,,,,,,,,13.3,17.3
+17/10/2005,0.2,0,,,,,,,,,,,,,,,,,,12.55,15.45
+18/10/2005,0,0,,,,,,,,,,,,,,,,,,10.9,15.2
+19/10/2005,5,4,,,,,,,,,,,,,,,,,,10.8,14.05
+20/10/2005,23.2,61.2,,,,,,,,,,,,,,,,,,12,14.15
+21/10/2005,6.2,8.6,,,,,,,,,,,,,,,,,,13,15.45
+22/10/2005,0.2,0.2,,,,,,,,,,,,,,,,,,14.45,17.15
+23/10/2005,0.4,1.4,,,,,,,,,,,,,,,,,,15.15,18.25
+24/10/2005,0.4,0.2,,,,,,,,,,,,,,,,,,14.9,17.9
+25/10/2005,0.4,0.2,,,,,,,,,,,,,,,,,,14.5,18.25
+26/10/2005,0.4,0.2,,,,,,,,,,,,,,,,,,14.95,18.3
+27/10/2005,0.4,0.2,,,,,,,,,,,,,,,,,,14.45,18.15
+28/10/2005,0.2,0.2,,,,,,,,,,,,,,,,,,14.35,17
+29/10/2005,0,0.2,,,,,,,,,,,,,,,,,,13.85,16.6
+30/10/2005,0.6,0.2,,,,,,,,,,,,,,,,,,12.35,15.9
+31/10/2005,0.6,0.4,,,,,,,,,,,,,,,,,,11.6,14.95
+01/11/2005,2.2,7,,,,,,,,,,,,,,,,,,12.8,14.95
+02/11/2005,0.2,2,,,,,,,,,,,,,,,,,,12.85,16.05
+03/11/2005,0.2,0.2,,,,,,,,,,,,,,,,,,11.85,15.65
+04/11/2005,0.4,0.2,,,,,,,,,,,,,,,,,,13.15,15.7
+05/11/2005,8.6,8.2,,,,,,,,,,,,,,,,,,14.2,16.3
+06/11/2005,47.6,71.6,,,,,,,,,,,,,,,,,,12.1,14.35
+07/11/2005,0.2,0.2,,,,,,,,,,,,,,,,,,10.4,15
+08/11/2005,0.4,0.2,,,,,,,,,,,,,,,,,,11.45,15
+09/11/2005,0.6,0.2,,,,,,,,,,,,,,,,,,11.35,15.15
+10/11/2005,0.2,0.2,,,,,,,,,,,,,,,,,,11.65,15.75
+11/11/2005,0.4,0.2,,,,,,,,,,,,,,,,,,11.2,14.75
+12/11/2005,0.6,0.2,,,,,,,,,,,,,,,,,,10.05,13.55
+13/11/2005,0.2,0.2,,,,,,,,,,,,,,,,,,9.8,13.5
+14/11/2005,0,0,,,,,,,,,,,,,,,,,,10.15,14.95
+15/11/2005,0,0,,,,,,,,,,,,,,,,,,12.15,16.15
+16/11/2005,4.4,2.2,,,,,,,,,,,,,,,,,,11,14.65
+17/11/2005,2,8,,,,,,,,,,,,,,,,,,9.45,12.65
+18/11/2005,0,0,,,,,,,,,,,,,,,,,,8.5,12.95
+19/11/2005,0,0,,,,,,,,,,,,,,,,,,3.5,8.25
+20/11/2005,0,0,,,,,,,,,,,,,,,,,,1.85,6.05
+21/11/2005,0,0,,,,,,,,,,,,,,,,,,2.5,6.7
+22/11/2005,10.2,3.8,,,,,,,,,,,,,,,,,,3.35,6.75
+23/11/2005,0,0,,,,,,,,,,,,,,,,,,3.15,7.15
+24/11/2005,0.2,1.2,,,,,,,,,,,,,,,,,,1.15,4.95
+25/11/2005,17,30,,,,,,,,,,,,,,,,,,2.6,5.3
+26/11/2005,35,22.8,,,,,,,,,,,,,,,,,,7.95,10.7
+27/11/2005,13.4,9.4,,,,,,,,,,,,,,,,,,4.95,7.4
+28/11/2005,1.8,0.8,,,,,,,,,,,,,,,,,,4.85,8.05
+29/11/2005,19,29,,,,,,,,,,,,,,,,,,4.7,6.45
+30/11/2005,14.2,2.6,,,,,,,,,,,,,,,,,,5.1,8.2
+01/12/2005,0.2,0,,,,,,,,,,,,,,,,,,4,7.25
+02/12/2005,1.6,0.6,,,,,,,,,,,,,,,,,,4.65,7.95
+03/12/2005,55.4,7.6,,,,,,,,,,,,,,,,,,6.95,10.1
+04/12/2005,1.2,1.4,,,,,,,,,,,,,,,,,,6.75,9.65
+05/12/2005,18.6,12.6,,,,,,,,,,,,,,,,,,7.95,11.6
+06/12/2005,13.6,8.6,,,,,,,,,,,,,,,,,,4.85,8.15
+07/12/2005,0.8,3,,,,,,,,,,,,,,,,,,3.55,8.05
+08/12/2005,2.4,0.2,,,,,,,,,,,,,,,,,,4.4,7.8
+09/12/2005,86,0,,,,,,,,,,,,,,,,,,3.9,6.65
+10/12/2005,0,0,,,,,,,,,,,,,,,,,,5.05,9.05
+11/12/2005,5.6,0,,,,,,,,,,,,,,,,,,3.3,7.8
+12/12/2005,9.6,0,,,,,,,,,,,,,,,,,,5.35,9.75
+13/12/2005,0,0.2,,,,,,,,,,,,,,,,,,6.5,9.35
+14/12/2005,0,0,,,,,,,,,,,,,,,,,,9.1,12.35
+15/12/2005,1.8,0,,,,,,,,,,,,,,,,,,2.6,5.8
+16/12/2005,5.4,8.4,,,,,,,,,,,,,,,,,,2.55,6.5
+17/12/2005,3,3.4,,,,,,,,,,,,,,,,,,3.65,8.7
+18/12/2005,0,0.2,,,,,,,,,,,,,,,,,,-0.8,5
+19/12/2005,0,0,,,,,,,,,,,,,,,,,,-0.4,3.65
+20/12/2005,0,0,,,,,,,,,,,,,,,,,,1.55,5.35
+21/12/2005,0,0.2,,,,,,,,,,,,,,,,,,2.2,5
+22/12/2005,0,0,,,,,,,,,,,,,,,,,,2.85,6.25
+23/12/2005,0,0,,,,,,,,,,,,,,,,,,3.1,7.9
+24/12/2005,0.2,0,,,,,,,,,,,,,,,,,,3.55,7.1
+25/12/2005,12,23.2,,,,,,,,,,,,,,,,,,4.35,6.75
+26/12/2005,4,4.8,,,,,,,,,,,,,,,,,,5.3,8.35
+27/12/2005,30,25.8,,,,,,,,,,,,,,,,,,4.45,7.5
+28/12/2005,2.6,1.8,,,,,,,,,,,,,,,,,,2.85,6.1
+29/12/2005,0.4,11.8,,,,,,,,,,,,,,,,,,-2.1,1.45
+30/12/2005,1,9.8,,,,,,,,,,,,,,,,,,-2.2,2.95
+31/12/2005,24.4,14,,,,,,,,,,,,,,,,,,4.15,6.9
+01/01/2006,21.4,23.4,,,,,,,,,,,,,,,,,,5.7,8.65
+02/01/2006,24,22.8,,,,,,,,,,,,,,,,,,2.7,5.05
+03/01/2006,0.4,0.6,,,,,,,,,,,,,,,,,,3.45,5.7
+04/01/2006,0.2,0.6,,,,,,,,,,,,,,,,,,2.6,5.85
+05/01/2006,0,0,,,,,,,,,,,,,,,,,,3.9,8.25
+06/01/2006,0,0,,,,,,,,,,,,,,,,,,3.65,7.4
+07/01/2006,0,0,,,,,,,,,,,,,,,,,,3.85,6.65
+08/01/2006,0,0,,,,,,,,,,,,,,,,,,2.9,8.3
+09/01/2006,0,0,,,,,,,,,,,,,,,,,,3.5,8.8
+10/01/2006,0,0,,,,,,,,,,,,,,,,,,3.25,7.1
+11/01/2006,0,0,,,,,,,,,,,,,,,,,,2.6,6.2
+12/01/2006,0,0,,,,,,,,,,,,,,,,,,2.3,6.85
+13/01/2006,0,0,,,,,,,,,,,,,,,,,,1.8,6.1
+14/01/2006,0,0,,,,,,,,,,,,,,,,,,0.4,6.15
+15/01/2006,0,0,,,,,,,,,,,,,,,,,,1.45,7.3
+16/01/2006,0,0,,,,,,,,,,,,,,,,,,2.65,6.75
+17/01/2006,2.6,2,,,,,,,,,,,,,,,,,,3.65,7.05
+18/01/2006,16.2,30.2,,,,,,,,,,,,,,,,,,5.6,8.1
+19/01/2006,0,0.2,,,,,,,,,,,,,,,,,,5.3,9.5
+20/01/2006,0,0,,,,,,,,,,,,,,,,,,4.3,7.35
+21/01/2006,0,0,,,,,,,,,,,,,,,,,,3.1,6.55
+22/01/2006,0,0,,,,,,,,,,,,,,,,,,3.35,8
+23/01/2006,0,0,,,,,,,,,,,,,,,,,,-0.65,4.05
+24/01/2006,0,0,,,,,,,,,,,,,,,,,,-1.45,3.95
+25/01/2006,0,0,,,,,,,,,,,,,,,,,,-1.6,3.15
+26/01/2006,0,2.6,,,,,,,,,,,,,,,,,,-1.05,2.75
+27/01/2006,19.2,,,,,,,,,,,,,,,,,,,1.3,
+28/01/2006,3.8,,,,,,,,,,,,,,,,,,,5.55,
+29/01/2006,0.8,0.2,,,,,,,,,,,,,,,,,,8,12.35
+30/01/2006,1,0.2,,,,,,,,,,,,,,,,,,7.35,11.4
+31/01/2006,0,0,,,,,,,,,,,,,,,,,,8.75,12.5
+01/02/2006,0,0,,,,,,,,,,,,,,,,,,8.95,12.15
+02/02/2006,0,0,,,,,,,,,,,,,,,,,,8.1,10.4
+03/02/2006,0,0,,,,,,,,,,,,,,,,,,5.2,8.35
+04/02/2006,0,0,,,,,,,,,,,,,,,,,,6,9.45
+05/02/2006,0,5.4,,,,,,,,,,,,,,,,,,1.75,7.15
+06/02/2006,0,0,,,,,,,,,,,,,,,,,,-1.5,3.45
+07/02/2006,0,0,,,,,,,,,,,,,,,,,,-2.25,4.6
+08/02/2006,0.8,1.6,,,,,,,,,,,,,,,,,,1.25,3.75
+09/02/2006,0.4,0.8,,,,,,,,,,,,,,,,,,4.4,8.75
+10/02/2006,0.2,0,,,,,,,,,,,,,,,,,,4.1,9.4
+11/02/2006,0,0,,,,,,,,,,,,,,,,,,3.15,7.7
+12/02/2006,0,0,,,,,,,,,,,,,,,,,,1.85,6.2
+13/02/2006,0,0,,,,,,,,,,,,,,,,,,0.75,4.75
+14/02/2006,0,0,,,,,,,,,,,,,,,,,,1.8,5.75
+15/02/2006,3.4,5.8,,,,,,,,,,,,,,,,,,3.6,6.5
+16/02/2006,11.6,19.4,,,,,,,,,,,,,,,,,,6.15,8.2
+17/02/2006,5,2.8,,,,,,,,,,,,,,,,,,8.15,10.85
+18/02/2006,0.2,0,,,,,,,,,,,,,,,,,,7.1,9.45
+19/02/2006,0.2,0,,,,,,,,,,,,,,,,,,7.75,11.7
+20/02/2006,24.8,15.2,,,,,,,,,,,,,,,,,,6,9.75
+21/02/2006,19.4,33.6,,,,,,,,,,,,,,,,,,4.25,7.3
+22/02/2006,4.6,13.2,,,,,,,,,,,,,,,,,,5.55,9.25
+23/02/2006,16.6,13.6,,,,,,,,,,,,,,,,,,5.85,8.65
+24/02/2006,7.2,5.6,,,,,,,,,,,,,,,,,,4.35,9.15
+25/02/2006,0.2,0.6,,,,,,,,,,,,,,,,,,4.45,8.4
+26/02/2006,0,0,,,,,,,,,,,,,,,,,,4.75,8.45
+27/02/2006,13.4,15.2,,,,,,,,,,,,,,,,,,2.1,5.75
+28/02/2006,1.2,1,,,,,,,,,,,,,,,,,,3.3,8.45
+01/03/2006,0,0.2,,,,,,,,,,,,,,,,,,4.65,7.65
+02/03/2006,0.6,1,,,,,,,,,,,,,,,,,,4.6,8.5
+03/03/2006,0,0,,,,,,,,,,,,,,,,,,3.55,6.6
+04/03/2006,0,0,,,,,,,,,,,,,,,,,,8.15,12.15
+05/03/2006,6.4,7,,,,,,,,,,,,,,,,,,8.35,10.1
+06/03/2006,8.8,4.6,,,,,,,,,,,,,,,,,,2.1,7.05
+07/03/2006,0,0,,,,,,,,,,,,,,,,,,0.25,4.4
+08/03/2006,0,0,,,,,,,,,,,,,,,,,,1.5,6.3
+09/03/2006,2,5.2,,,,,,,,,,,,,,,,,,3.55,5.7
+10/03/2006,1.2,3.2,,,,,,,,,,,,,,,,,,6.05,9.1
+11/03/2006,17.8,3.2,,,,,,,,,,,,,,,,,,3.05,6.65
+12/03/2006,0,0,,,,,,,,,,,,,,,,,,4.1,8.9
+13/03/2006,0,0,,,,,,,,,,,,,,,,,,2.7,7.35
+14/03/2006,0,0,,,,,,,,,,,,,,,,,,3.9,6.05
+15/03/2006,0,0,,,,,,,,,,,,,,,,,,4.4,7.1
+16/03/2006,18.8,20,,,,,,,,,,,,,,,,,,4.4,6.6
+17/03/2006,0.2,0,,,,,,,,,,,,,,,,,,5.55,8.3
+18/03/2006,0.2,0,,,,,,,,,,,,,,,,,,5.55,8.8
+19/03/2006,3.4,0.4,,,,,,,,,,,,,,,,,,6.85,10.6
+20/03/2006,0,0.2,,,,,,,,,,,,,,,,,,7.05,10.25
+21/03/2006,0.8,0.6,,,,,,,,,,,,,,,,,,10.6,13.65
+22/03/2006,16.2,12,,,,,,,,,,,,,,,,,,11.05,12.75
+23/03/2006,7.4,3.8,,,,,,,,,,,,,,,,,,6.25,10.8
+24/03/2006,4.2,6.6,,,,,,,,,,,,,,,,,,6.15,8.5
+25/03/2006,0,0,,,,,,,,,,,,,,,,,,8.85,11.8
+26/03/2006,0.2,0,,,,,,,,,,,,,,,,,,10.35,12.35
+27/03/2006,0,0,,,,,,,,,,,,,,,,,,11.8,12.55
+28/03/2006,0,0,,,,,,,,,,,,,,,,,,11,13
+29/03/2006,0,0,,,,,,,,,,,,,,,,,,10.4,13.25
+30/03/2006,0,0,,,,,,,,,,,,,,,,,,10.15,12.05
+31/03/2006,0,0,,,,,,,,,,,,,,,,,,10.65,12.45
+01/04/2006,0,0,,,,,,,,,,,,,,,,,,13.85,13.85
+02/04/2006,0,0,,,,,,,,,,,,,,,,,,12.6,14.05
+03/04/2006,0,0,,,,,,,,,,,,,,,,,,10.75,15.3
+04/04/2006,0,0,,,,,,,,,,,,,,,,,,11.6,14.35
+05/04/2006,0,0,,,,,,,,,,,,,,,,,,9.8,11.95
+06/04/2006,0,0.4,,,,,,,,,,,,,,,,,,10.55,13.85
+07/04/2006,0,0,,,,,,,,,,,,,,,,,,9.8,13.85
+08/04/2006,0,0,,,,,,,,,,,,,,,,,,9.6,12.4
+09/04/2006,0,0,,,,,,,,,,,,,,,,,,11.15,12.25
+10/04/2006,0.4,1.8,,,,,,,,,,,,,,,,,,12.75,15.55
+11/04/2006,0.6,0.2,,,,,,,,,,,,,,,,,,6.3,10.55
+12/04/2006,0,0,,,,,,,,,,,,,,,,,,6.6,10.95
+13/04/2006,0,0,,,,,,,,,,,,,,,,,,7.75,11.7
+14/04/2006,0,0,,,,,,,,,,,,,,,,,,10.2,12.25
+15/04/2006,0,0,,,,,,,,,,,,,,,,,,11.5,13.1
+16/04/2006,0,0,,,,,,,,,,,,,,,,,,13.55,16.7
+17/04/2006,2,3.2,,,,,,,,,,,,,,,,,,11.8,14.75
+18/04/2006,10.8,27.8,,,,,,,,,,,,,,,,,,12.3,16.7
+19/04/2006,0,4.2,,,,,,,,,,,,,,,,,,13.1,15.6
+20/04/2006,0,0.6,,,,,,,,,,,,,,,,,,12.15,14.75
+21/04/2006,7.6,,,,,,,,,,,,,,,,,,,12.7,
+22/04/2006,0,,,,,,,,,,,,,,,,,,,12.55,
+23/04/2006,0,,,,,,,,,,,,,,,,,,,12.75,
+24/04/2006,0,,,,,,,,,,,,,,,,,,,15.2,
+25/04/2006,0,,,,,,,,,,,,,,,,,,,14.75,
+26/04/2006,1.2,,,,,,,,,,,,,,,,,,,12.55,
+27/04/2006,31,,,,,,,,,,,,,,,,,,,10.75,
+28/04/2006,12.4,,,,,,,,,,,,,,,,,,,11.15,
+29/04/2006,21.4,,,,,,,,,,,,,,,,,,,11.05,
+30/04/2006,0.4,,,,,,,,,,,,,,,,,,,10,
+01/05/2006,0,,,,,,,,,,,,,,,,,,,10.7,
+02/05/2006,0.2,,,,,,,,,,,,,,,,,,,11.35,
+03/05/2006,0,,,,,,,,,,,,,,,,,,,14.65,
+04/05/2006,0.2,,,,,,,,,,,,,,,,,,,14.7,
+05/05/2006,0.2,,,,,,,,,,,,,,,,,,,13.4,
+06/05/2006,0,,,,,,,,,,,,,,,,,,,12.05,
+07/05/2006,0,,,,,,,,,,,,,,,,,,,12.5,
+08/05/2006,0,,,,,,,,,,,,,,,,,,,12.1,
+09/05/2006,25,,,,,,,,,,,,,,,,,,,10.3,
+10/05/2006,0.4,,,,,,,,,,,,,,,,,,,11.1,
+11/05/2006,1,,,,,,,,,,,,,,,,,,,11,
+12/05/2006,0,,,,,,,,,,,,,,,,,,,13.25,
+13/05/2006,0,,,,,,,,,,,,,,,,,,,14.5,
+14/05/2006,0,,,,,,,,,,,,,,,,,,,13.2,
+15/05/2006,0,,,,,,,,,,,,,,,,,,,15.2,
+16/05/2006,0,,,,,,,,,,,,,,,,,,,16.25,
+17/05/2006,0,,,,,,,,,,,,,,,,,,,16.75,
+18/05/2006,0,,,,,,,,,,,,,,,,,,,18.75,
+19/05/2006,0,,,,,,,,,,,,,,,,,,,19,
+20/05/2006,0,,,,,,,,,,,,,,,,,,,16.6,
+21/05/2006,0,,,,,,,,,,,,,,,,,,,16.85,
+22/05/2006,0,,,,,,,,,,,,,,,,,,,19.2,
+23/05/2006,0,,,,,,,,,,,,,,,,,,,22.05,
+24/05/2006,0,,,,,,,,,,,,,,,,,,,18.05,
+25/05/2006,0,,,,,,,,,,,,,,,,,,,17.65,
+26/05/2006,0,,,,,,,,,,,,,,,,,,,17.65,
+27/05/2006,0,,,,,,,,,,,,,,,,,,,17.55,
+28/05/2006,0,,,,,,,,,,,,,,,,,,,17.45,
+29/05/2006,0,,,,,,,,,,,,,,,,,,,17.4,
+30/05/2006,0,,,,,,,,,,,,,,,,,,,13.5,
+31/05/2006,3,,,,,,,,,,,,,,,,,,,12.2,
+01/06/2006,4,,,,,,,,,,,,,,,,,,,10.1,
+02/06/2006,0.8,,,,,,,,,,,,,,,,,,,9.95,
+03/06/2006,0,,,,,,,,,,,,,,,,,,,11.05,
+04/06/2006,3.4,,,,,,,,,,,,,,,,,,,13.2,
+05/06/2006,0,,,,,,,,,,,,,,,,,,,13.7,
+06/06/2006,0,,,,,,,,,,,,,,,,,,,13.4,
+07/06/2006,0.2,,,,,,,,,,,,,,,,,,,13.55,
+08/06/2006,0,,,,,,,,,,,,,,,,,,,13.8,
+09/06/2006,13,,,,,,,,,,,,,,,,,,,13.9,
+10/06/2006,0,,,,,,,,,,,,,,,,,,,13.6,
+11/06/2006,0.4,,,,,,,,,,,,,,,,,,,14.45,
+12/06/2006,0,,,,,,,,,,,,,,,,,,,14.25,
+13/06/2006,0,,,,,,,,,,,,,,,,,,,16.6,
+14/06/2006,0,,,,,,,,,,,,,,,,,,,19,
+15/06/2006,0,,,,,,,,,,,,,,,,,,,19.7,
+16/06/2006,0,,,,,,,,,,,,,,,,,,,19.5,
+17/06/2006,0,,,,,,,,,,,,,,,,,,,21.55,
+18/06/2006,0,,,,,,,,,,,,,,,,,,,24.35,
+19/06/2006,0,,,,,,,,,,,,,,,,,,,24.85,
+20/06/2006,0,,,,,,,,,,,,,,,,,,,26.7,
+21/06/2006,0,,,,,,,,,,,,,,,,,,,26,
+22/06/2006,0,,,,,,,,,,,,,,,,,,,24.35,
+23/06/2006,0,,,,,,,,,,,,,,,,,,,24.5,
+24/06/2006,0,,,,,,,,,,,,,,,,,,,25.3,
+25/06/2006,0,,,,,,,,,,,,,,,,,,,25.7,
+26/06/2006,0,,,,,,,,,,,,,,,,,,,26,
+27/06/2006,0,,,,,,,,,,,,,,,,,,,26.55,
+28/06/2006,0,,,,,,,,,,,,,,,,,,,28.4,
+29/06/2006,0,,,,,,,,,,,,,,,,,,,25.9,
+30/06/2006,0,,,,,,,,,,,,,,,,,,,23.3,
+01/07/2006,0.2,,,,,,,,,,,,,,,,,,,23.5,
+02/07/2006,0,,,,,,,,,,,,,,,,,,,25.15,
+03/07/2006,0,,,,,,,,,,,,,,,,,,,23.55,
+04/07/2006,0,,,,,,,,,,,,,,,,,,,22.95,
+05/07/2006,0,,,,,,,,,,,,,,,,,,,22.9,
+06/07/2006,3,,,,,,,,,,,,,,,,,,,23.2,
+07/07/2006,21.4,,,,,,,,,,,,,,,,,,,20.15,
+08/07/2006,0,,,,,,,,,,,,,,,,,,,20.5,
+09/07/2006,1.2,,,,,,,,,,,,,,,,,,,21.75,
+10/07/2006,1,,,,,,,,,,,,,,,,,,,23.65,
+11/07/2006,0,,,,,,,,,,,,,,,,,,,24.65,
+12/07/2006,0,,,,,,,,,,,,,,,,,,,25.05,
+13/07/2006,0,,,,,,,,,,,,,,,,,,,24,
+14/07/2006,0,,,,,,,,,,,,,,,,,,,23.2,
+15/07/2006,0.4,,,,,,,,,,,,,,,,,,,25.05,
+16/07/2006,0,,,,,,,,,,,,,,,,,,,23.65,
+17/07/2006,0,,,,,,,,,,,,,,,,,,,21.65,
+18/07/2006,0,,,,,,,,,,,,,,,,,,,22.1,
+19/07/2006,0,,,,,,,,,,,,,,,,,,,22.4,
+20/07/2006,0,,,,,,,,,,,,,,,,,,,24.4,
+21/07/2006,0,,,,,,,,,,,,,,,,,,,26.6,
+22/07/2006,0,,,,,,,,,,,,,,,,,,,26.05,
+23/07/2006,0,,,,,,,,,,,,,,,,,,,25.65,
+24/07/2006,0,,,,,,,,,,,,,,,,,,,25.15,
+25/07/2006,0,,,,,,,,,,,,,,,,,,,25.65,
+26/07/2006,0,,,,,,,,,,,,,,,,,,,25.6,
+27/07/2006,1.2,,,,,,,,,,,,,,,,,,,26.5,
+28/07/2006,0,,,,,,,,,,,,,,,,,,,25.3,
+29/07/2006,2,,,,,,,,,,,,,,,,,,,24.4,
+30/07/2006,0,,,,,,,,,,,,,,,,,,,23.8,
+31/07/2006,0,,,,,,,,,,,,,,,,,,,24.9,
+01/08/2006,0,,,,,,,,,,,,,,,,,,,25.25,
+02/08/2006,0,,,,,,,,,,,,,,,,,,,23.85,
+03/08/2006,27.4,,,,,,,,,,,,,,,,,,,22.7,
+04/08/2006,0.2,,,,,,,,,,,,,,,,,,,20.85,
+05/08/2006,0,,,,,,,,,,,,,,,,,,,21.4,
+06/08/2006,5.4,,,,,,,,,,,,,,,,,,,20.7,
+07/08/2006,0,,,,,,,,,,,,,,,,,,,19.9,
+08/08/2006,4,,,,,,,,,,,,,,,,,,,20.25,
+09/08/2006,0,,,,,,,,,,,,,,,,,,,19.35,
+10/08/2006,0,,,,,,,,,,,,,,,,,,,20.2,
+11/08/2006,0,,,,,,,,,,,,,,,,,,,19.85,
+12/08/2006,0,,,,,,,,,,,,,,,,,,,19.8,
+13/08/2006,0,,,,,,,,,,,,,,,,,,,18,
+14/08/2006,0,,,,,,,,,,,,,,,,,,,18.95,
+15/08/2006,0,,,,,,,,,,,,,,,,,,,20.2,
+16/08/2006,0,,,,,,,,,,,,,,,,,,,23.1,
+17/08/2006,0.2,,,,,,,,,,,,,,,,,,,24.3,
+18/08/2006,0,,,,,,,,,,,,,,,,,,,24.8,
+19/08/2006,0,,,,,,,,,,,,,,,,,,,27.1,
+20/08/2006,0,,,,,,,,,,,,,,,,,,,27.5,
+21/08/2006,0,,,,,,,,,,,,,,,,,,,22.4,
+22/08/2006,0,,,,,,,,,,,,,,,,,,,21.25,
+23/08/2006,0.2,,,,,,,,,,,,,,,,,,,20.65,
+24/08/2006,0.4,,,,,,,,,,,,,,,,,,,20.65,
+25/08/2006,28,,,,,,,,,,,,,,,,,,,18.85,
+26/08/2006,0.2,,,,,,,,,,,,,,,,,,,18.45,
+27/08/2006,2,,,,,,,,,,,,,,,,,,,19.45,
+28/08/2006,0.2,,,,,,,,,,,,,,,,,,,19.4,
+29/08/2006,0,,,,,,,,,,,,,,,,,,,19.65,
+30/08/2006,0,,,,,,,,,,,,,,,,,,,17.45,
+31/08/2006,0,,,,,,,,,,,,,,,,,,,18.3,
+01/09/2006,0,,,,,,,,,,,,,,,,,,,19.15,
+02/09/2006,0,,,,,,,,,,,,,,,,,,,19.9,
+03/09/2006,0,,,,,,,,,,,,,,,,,,,21.1,
+04/09/2006,0,,,,,,,,,,,,,,,,,,,21.4,
+05/09/2006,0,,,,,,,,,,,,,,,,,,,23.1,
+06/09/2006,0,,,,,,,,,,,,,,,,,,,25.6,
+07/09/2006,0,,,,,,,,,,,,,,,,,,,24.7,
+08/09/2006,0,,,,,,,,,,,,,,,,,,,22.8,
+09/09/2006,2,,,,,,,,,,,,,,,,,,,21.7,
+10/09/2006,0,,,,,,,,,,,,,,,,,,,22.2,
+11/09/2006,,,,,,,,,,,,,,,,,,,,,
+12/09/2006,,,,,,,,,,,,,,,,,,,,,
+13/09/2006,,,,,,,,,,,,,,,,,,,,,
+14/09/2006,,,,,,,,,,,,,,,,,,,,,
+15/09/2006,24.2,40.2,,,,,,,,,,,,,,,,,,21.5,22.35
+16/09/2006,11.8,14.6,,,,,,,,,,,,,,,,,,15.4,17.3
+17/09/2006,51.6,72.4,,,,,,,,,,,,,,,,,,16.75,18.05
+18/09/2006,0.8,0.8,,,,,,,,,,,,,,,,,,16.65,19.2
+19/09/2006,4.4,5.4,,,,,,,,,,,,,,,,,,18.4,20.3
+20/09/2006,0.2,0,,,,,,,,,,,,,,,,,,19.1,20.55
+21/09/2006,0,0.2,,,,,,,,,,,,,,,,,,19.5,20.7
+22/09/2006,0.4,0,,,,,,,,,,,,,,,,,,19.35,21.3
+23/09/2006,0,0.2,,,,,,,,,,,,,,,,,,19.2,20.4
+24/09/2006,0,0,,,,,,,,,,,,,,,,,,17.8,20.35
+25/09/2006,63,74,,,,,,,,,,,,,,,,,,16.15,17.6
+26/09/2006,0.4,1.6,,,,,,,,,,,,,,,,,,15.7,17.9
+27/09/2006,0,0,,,,,,,,,,,,,,,,,,18.65,20.7
+28/09/2006,0,0,,,,,,,,,,,,,,,,,,18.3,20.15
+29/09/2006,0,0,,,,,,,,,,,,,,,,,,18.5,19.95
+30/09/2006,0,0,,,,,,,,,,,,,,,,,,17.85,19.7
+01/10/2006,0,0,,,,,,,,,,,,,,,,,,18.1,19.45
+02/10/2006,0.4,0.2,,,,,,,,,,,,,,,,,,18.45,19.9
+03/10/2006,0,0.2,,,,,,,,,,,,,,,,,,19.15,20.85
+04/10/2006,4,4.6,,,,,,,,,,,,,,,,,,16.25,17.7
+05/10/2006,0.2,0,,,,,,,,,,,,,,,,,,16.15,17.85
+06/10/2006,0.2,0.2,,,,,,,,,,,,,,,,,,16.55,18.75
+07/10/2006,0,0,,,,,,,,,,,,,,,,,,15.8,17.55
+08/10/2006,0,0,,,,,,,,,,,,,,,,,,16.95,19.65
+09/10/2006,0,0,,,,,,,,,,,,,,,,,,14.95,17.1
+10/10/2006,0,0,,,,,,,,,,,,,,,,,,16.45,18.15
+11/10/2006,0.2,0,,,,,,,,,,,,,,,,,,16,18.35
+12/10/2006,0.2,0.2,,,,,,,,,,,,,,,,,,16.8,18.65
+13/10/2006,0,0,,,,,,,,,,,,,,,,,,17.1,19.5
+14/10/2006,0,0,,,,,,,,,,,,,,,,,,16.5,18.75
+15/10/2006,0,0,,,,,,,,,,,,,,,,,,16.65,20
+16/10/2006,0,0,,,,,,,,,,,,,,,,,,15.3,18.35
+17/10/2006,0,0,,,,,,,,,,,,,,,,,,12.95,15.2
+18/10/2006,0,0,,,,,,,,,,,,,,,,,,12.9,15.1
+19/10/2006,1.8,7.2,,,,,,,,,,,,,,,,,,11,14.35
+20/10/2006,1.6,1.6,,,,,,,,,,,,,,,,,,16.35,17.65
+21/10/2006,0.2,0.4,,,,,,,,,,,,,,,,,,15.9,17.4
+22/10/2006,18.8,3.8,,,,,,,,,,,,,,,,,,17.5,19.4
+23/10/2006,0,0.2,,,,,,,,,,,,,,,,,,18.1,19.3
+24/10/2006,0,0,,,,,,,,,,,,,,,,,,18.45,19.4
+25/10/2006,0.4,0.4,,,,,,,,,,,,,,,,,,18.4,19.95
+26/10/2006,0.2,0,,,,,,,,,,,,,,,,,,19.35,20.55
+27/10/2006,0,0,,,,,,,,,,,,,,,,,,21.2,21.7
+28/10/2006,0,0,,,,,,,,,,,,,,,,,,19.55,21.3
+29/10/2006,0,0,,,,,,,,,,,,,,,,,,17.55,19.3
+30/10/2006,0,0,,,,,,,,,,,,,,,,,,16.1,17.95
+31/10/2006,0,0,,,,,,,,,,,,,,,,,,14.15,15.9
+01/11/2006,16.4,47.4,,,,,,,,,,,,,,,,,,13.35,13.7
+02/11/2006,0,0,,,,,,,,,,,,,,,,,,8.8,11.35
+03/11/2006,0,0,,,,,,,,,,,,,,,,,,5,9
+04/11/2006,0,0,,,,,,,,,,,,,,,,,,5.55,8.8
+05/11/2006,0,0,,,,,,,,,,,,,,,,,,7.2,9.55
+06/11/2006,0,0,,,,,,,,,,,,,,,,,,10,12.95
+07/11/2006,0.2,0,,,,,,,,,,,,,,,,,,11.6,13.9
+08/11/2006,0.4,0.2,,,,,,,,,,,,,,,,,,11.75,13.95
+09/11/2006,0.4,0.2,,,,,,,,,,,,,,,,,,13.05,15.85
+10/11/2006,0.2,0,,,,,,,,,,,,,,,,,,11.9,15.75
+11/11/2006,0,0,,,,,,,,,,,,,,,,,,9.4,12
+12/11/2006,13.8,25.6,,,,,,,,,,,,,,,,,,10.25,11.55
+13/11/2006,0.2,0.2,,,,,,,,,,,,,,,,,,12,13.6
+14/11/2006,0.2,0,,,,,,,,,,,,,,,,,,11.7,13.5
+15/11/2006,0.6,0.4,,,,,,,,,,,,,,,,,,11.95,13.95
+16/11/2006,0.2,0,,,,,,,,,,,,,,,,,,13.2,14.95
+17/11/2006,0,0,,,,,,,,,,,,,,,,,,14,16
+18/11/2006,0,0.2,,,,,,,,,,,,,,,,,,13.6,15.35
+19/11/2006,0.4,0.2,,,,,,,,,,,,,,,,,,11.75,14.75
+20/11/2006,4.8,6,,,,,,,,,,,,,,,,,,12.7,12.95
+21/11/2006,2.2,1.8,,,,,,,,,,,,,,,,,,10.7,13.4
+22/11/2006,21.6,41.4,,,,,,,,,,,,,,,,,,8.45,12.4
+23/11/2006,0.2,0,,,,,,,,,,,,,,,,,,9.6,12.25
+24/11/2006,0,0,,,,,,,,,,,,,,,,,,11.5,12.75
+25/11/2006,0,0,,,,,,,,,,,,,,,,,,12.8,14.85
+26/11/2006,0.4,0.2,,,,,,,,,,,,,,,,,,13,15.6
+27/11/2006,0,0.2,,,,,,,,,,,,,,,,,,12,14.45
+28/11/2006,0.2,0.2,,,,,,,,,,,,,,,,,,11.3,13.7
+29/11/2006,0,0,,,,,,,,,,,,,,,,,,12.55,13.95
+30/11/2006,0.2,0,,,,,,,,,,,,,,,,,,11.05,12.35
+01/12/2006,0.2,0,,,,,,,,,,,,,,,,,,10,12.75
+02/12/2006,0.2,0.2,,,,,,,,,,,,,,,,,,8.85,11.35
+03/12/2006,0,0,,,,,,,,,,,,,,,,,,10.1,12.15
+04/12/2006,0.4,3.2,,,,,,,,,,,,,,,,,,11.85,13.1
+05/12/2006,0.2,0.2,,,,,,,,,,,,,,,,,,13.25,14.9
+06/12/2006,0.2,0.2,,,,,,,,,,,,,,,,,,12.1,14.35
+07/12/2006,1.4,4.4,,,,,,,,,,,,,,,,,,11.8,15.2
+08/12/2006,7,0.2,,,,,,,,,,,,,,,,,,11.6,14.05
+09/12/2006,28.6,40.6,,,,,,,,,,,,,,,,,,10,11.9
+10/12/2006,4,1,,,,,,,,,,,,,,,,,,8.4,10.65
+11/12/2006,0.2,0,,,,,,,,,,,,,,,,,,6.85,10.15
+12/12/2006,0,0,,,,,,,,,,,,,,,,,,6.7,9.3
+13/12/2006,0,0,,,,,,,,,,,,,,,,,,7.05,9.35
+14/12/2006,0,0,,,,,,,,,,,,,,,,,,7.2,10.65
+15/12/2006,0,0,,,,,,,,,,,,,,,,,,12.15,14.75
+16/12/2006,0,0,,,,,,,,,,,,,,,,,,12.15,13.5
+17/12/2006,0.4,0,,,,,,,,,,,,,,,,,,10.55,12.9
+18/12/2006,3.4,3,,,,,,,,,,,,,,,,,,10.4,13.2
+19/12/2006,0.6,5,,,,,,,,,,,,,,,,,,7.6,10.45
+20/12/2006,0,0,,,,,,,,,,,,,,,,,,6.45,10.75
+21/12/2006,0,0,,,,,,,,,,,,,,,,,,5.65,9.2
+22/12/2006,0,0,,,,,,,,,,,,,,,,,,8,10.65
+23/12/2006,0,,,,,,,,,,,,,,,,,,,6.85,
+24/12/2006,0,0,,,,,,,,,,,,,,,,,,9.3,12
+25/12/2006,0,0,,,,,,,,,,,,,,,,,,6.95,9.2
+26/12/2006,0,0,,,,,,,,,,,,,,,,,,7.7,9.9
+27/12/2006,0,0,,,,,,,,,,,,,,,,,,7.7,9.7
+28/12/2006,0,0,,,,,,,,,,,,,,,,,,7,9
+29/12/2006,0.2,0,,,,,,,,,,,,,,,,,,6.9,9.85
+30/12/2006,0,0,,,,,,,,,,,,,,,,,,8.5,10.6
+31/12/2006,0.2,0,,,,,,,,,,,,,,,,,,7.35,9.75
+01/01/2007,0.2,0,,,,,,,,,,,,,,,,,,10.5,10.85
+02/01/2007,6,15.4,,,,,,,,,,,,,,,,,,6.8,11.65
+03/01/2007,0,,,,,,,,,,,,,,,,,,,4.9,
+04/01/2007,1.4,1.6,,,,,,,,,,,,,,,,,,5.45,8.8
+05/01/2007,3,4.6,,,,,,,,,,,,,,,,,,7.6,11.45
+06/01/2007,0.4,0.2,,,,,,,,,,,,,,,,,,8.4,10.7
+07/01/2007,3.8,1.6,,,,,,,,,,,,,,,,,,7.6,8.7
+08/01/2007,4,9.6,,,,,,,,,,,,,,,,,,8.55,12.15
+09/01/2007,0.2,0.2,,,,,,,,,,,,,,,,,,9.2,10.6
+10/01/2007,0.4,0.2,,,,,,,,,,,,,,,,,,9.9,11.1
+11/01/2007,0.2,0.2,,,,,,,,,,,,,,,,,,9.2,10.25
+12/01/2007,0,0,,,,,,,,,,,,,,,,,,9.85,14.9
+13/01/2007,0,0.2,,,,,,,,,,,,,,,,,,10.55,12.55
+14/01/2007,0.2,0.2,,,,,,,,,,,,,,,,,,8.8,10.25
+15/01/2007,0.2,0,,,,,,,,,,,,,,,,,,8.55,12.95
+16/01/2007,0.4,0.2,,,,,,,,,,,,,,,,,,7.9,9.85
+17/01/2007,7.6,6.6,,,,,,,,,,,,,,,,,,10.25,12.45
+18/01/2007,0.4,0.4,,,,,,,,,,,,,,,,,,9.3,11.5
+19/01/2007,0,0,,,,,,,,,,,,,,,,,,11.8,14.9
+20/01/2007,0,0.2,,,,,,,,,,,,,,,,,,11.15,12.75
+21/01/2007,0.2,0,,,,,,,,,,,,,,,,,,9.45,13.45
+22/01/2007,0.2,0,,,,,,,,,,,,,,,,,,10.55,12.55
+23/01/2007,16.4,10.6,,,,,,,,,,,,,,,,,,9.1,11.45
+24/01/2007,14.4,18.8,,,,,,,,,,,,,,,,,,4.15,7.4
+25/01/2007,9,13,,,,,,,,,,,,,,,,,,3.5,6
+26/01/2007,2.8,2,,,,,,,,,,,,,,,,,,4.2,6.15
+27/01/2007,0.2,0.2,,,,,,,,,,,,,,,,,,3.85,7.5
+28/01/2007,0,0,,,,,,,,,,,,,,,,,,5.65,7.6
+29/01/2007,0,0,,,,,,,,,,,,,,,,,,5.75,7.85
+30/01/2007,0,0,,,,,,,,,,,,,,,,,,7.7,10.1
+31/01/2007,0,0,,,,,,,,,,,,,,,,,,7.65,9.4
+01/02/2007,0,0,,,,,,,,,,,,,,,,,,9.45,11.95
+02/02/2007,0.4,0.2,,,,,,,,,,,,,,,,,,8.05,11.6
+03/02/2007,0,0,,,,,,,,,,,,,,,,,,8.2,9.7
+04/02/2007,0,0,,,,,,,,,,,,,,,,,,6.25,9.95
+05/02/2007,0,0,,,,,,,,,,,,,,,,,,6.6,8.4
+06/02/2007,5,3.8,,,,,,,,,,,,,,,,,,5.1,7
+07/02/2007,8.4,19,,,,,,,,,,,,,,,,,,7.55,9.25
+08/02/2007,1.6,10.6,,,,,,,,,,,,,,,,,,9.4,11.45
+09/02/2007,30.6,35.6,,,,,,,,,,,,,,,,,,8.1,10.5
+10/02/2007,32.4,36.2,,,,,,,,,,,,,,,,,,7.55,10
+11/02/2007,0.2,5,,,,,,,,,,,,,,,,,,8.7,12.5
+12/02/2007,13.6,7.8,,,,,,,,,,,,,,,,,,8.55,9.4
+13/02/2007,1.4,26.6,,,,,,,,,,,,,,,,,,8.3,12.2
+14/02/2007,0,0,,,,,,,,,,,,,,,,,,9.7,11.5
+15/02/2007,17.4,19,,,,,,,,,,,,,,,,,,7.7,9.65
+16/02/2007,0,0,,,,,,,,,,,,,,,,,,9.9,12.05
+17/02/2007,0,0,,,,,,,,,,,,,,,,,,7.6,10
+18/02/2007,11,13.6,,,,,,,,,,,,,,,,,,6.05,8.85
+19/02/2007,10.6,0.8,,,,,,,,,,,,,,,,,,9.1,11.55
+20/02/2007,2.2,11.6,,,,,,,,,,,,,,,,,,9.4,11.6
+21/02/2007,2,4.6,,,,,,,,,,,,,,,,,,9.6,13.5
+22/02/2007,0.4,0.2,,,,,,,,,,,,,,,,,,8.85,11.05
+23/02/2007,0,0,,,,,,,,,,,,,,,,,,9.45,11.5
+24/02/2007,0,0,,,,,,,,,,,,,,,,,,9.6,12.05
+25/02/2007,2.4,1,,,,,,,,,,,,,,,,,,9.25,10.5
+26/02/2007,5.2,14.4,,,,,,,,,,,,,,,,,,9.55,13.05
+27/02/2007,0,0,,,,,,,,,,,,,,,,,,9.6,14
+28/02/2007,0.2,1,,,,,,,,,,,,,,,,,,7.85,9.6
+01/03/2007,0,0.2,,,,,,,,,,,,,,,,,,11.35,13.85
+02/03/2007,0,0,,,,,,,,,,,,,,,,,,10.85,12.65
+03/03/2007,0,0.2,,,,,,,,,,,,,,,,,,12,12.35
+04/03/2007,0.2,0,,,,,,,,,,,,,,,,,,13.4,13.95
+05/03/2007,0.2,0.2,,,,,,,,,,,,,,,,,,13.15,14.15
+06/03/2007,0.2,0.2,,,,,,,,,,,,,,,,,,13.4,14.55
+07/03/2007,10.2,16.8,,,,,,,,,,,,,,,,,,9.65,12.7
+08/03/2007,0.2,0,,,,,,,,,,,,,,,,,,10.1,13.8
+09/03/2007,0,0,,,,,,,,,,,,,,,,,,13.1,16.15
+10/03/2007,0,0,,,,,,,,,,,,,,,,,,10.45,14.3
+11/03/2007,0,0,,,,,,,,,,,,,,,,,,11.1,15
+12/03/2007,0,0,,,,,,,,,,,,,,,,,,11.35,15.25
+13/03/2007,0,0,,,,,,,,,,,,,,,,,,11.4,13
+14/03/2007,0,0,,,,,,,,,,,,,,,,,,12.15,13.45
+15/03/2007,0,0,,,,,,,,,,,,,,,,,,12.6,14.5
+16/03/2007,0,0,,,,,,,,,,,,,,,,,,12.55,13.45
+17/03/2007,0,0,,,,,,,,,,,,,,,,,,10.65,12.55
+18/03/2007,0,0,,,,,,,,,,,,,,,,,,10.65,12.3
+19/03/2007,30,,,,,,,,,,,,,,,,,,,7.8,
+20/03/2007,7,11,,,,,,,,,,,,,,,,,,3.85,7.1
+21/03/2007,9.2,22,,,,,,,,,,,,,,,,,,4.05,5.4
+22/03/2007,0,0.2,,,,,,,,,,,,,,,,,,5.95,9.5
+23/03/2007,0,0,,,,,,,,,,,,,,,,,,5.45,9.3
+24/03/2007,7,6.6,,,,,,,,,,,,,,,,,,5.55,8
+25/03/2007,9,20,,,,,,,,,,,,,,,,,,6.85,9.55
+26/03/2007,0,0.4,,,,,,,,,,,,,,,,,,8.35,10.35
+27/03/2007,1,7.4,,,,,,,,,,,,,,,,,,7.75,9.4
+28/03/2007,0.2,0,,,,,,,,,,,,,,,,,,6.65,9.95
+29/03/2007,3.4,0,,,,,,,,,,,,,,,,,,10.55,13.8
+30/03/2007,13.8,10,,,,,,,,,,,,,,,,,,10.4,13.1
+31/03/2007,0,0,,,,,,,,,,,,,,,,,,10,12.35
+01/04/2007,0,0,,,,,,,,,,,,,,,,,,10.75,12.9
+02/04/2007,0,0,,,,,,,,,,,,,,,,,,12.95,15.9
+03/04/2007,6.6,5.4,,,,,,,,,,,,,,,,,,11.45,12.9
+04/04/2007,12.2,16,,,,,,,,,,,,,,,,,,9.9,12.55
+05/04/2007,0,1.8,,,,,,,,,,,,,,,,,,11.9,14.35
+06/04/2007,0,0,,,,,,,,,,,,,,,,,,11.5,13.75
+07/04/2007,0,0,,,,,,,,,,,,,,,,,,11.8,14.5
+08/04/2007,0,0,,,,,,,,,,,,,,,,,,12.15,14.85
+09/04/2007,0,0,,,,,,,,,,,,,,,,,,12.7,14.6
+10/04/2007,0,0,,,,,,,,,,,,,,,,,,12.5,14.4
+11/04/2007,0,0,,,,,,,,,,,,,,,,,,14.3,16
+12/04/2007,0,0,,,,,,,,,,,,,,,,,,17.25,18.8
+13/04/2007,0,0,,,,,,,,,,,,,,,,,,16.9,18.95
+14/04/2007,0.4,1.6,,,,,,,,,,,,,,,,,,13.05,15.4
+15/04/2007,0.4,0.2,,,,,,,,,,,,,,,,,,15.4,18.9
+16/04/2007,0.2,0.8,,,,,,,,,,,,,,,,,,17.2,18.7
+17/04/2007,5.8,0.4,,,,,,,,,,,,,,,,,,14.55,16.85
+18/04/2007,0,0,,,,,,,,,,,,,,,,,,14.45,16.15
+19/04/2007,0,0.2,,,,,,,,,,,,,,,,,,13.55,15.7
+20/04/2007,,0,,,,,,,,,,,,,,,,,,,19.65
+21/04/2007,0,0,,,,,,,,,,,,,,,,,,17.8,19.9
+22/04/2007,0,0,,,,,,,,,,,,,,,,,,17.95,19.6
+23/04/2007,0,0,,,,,,,,,,,,,,,,,,18.05,19.6
+24/04/2007,0,0,,,,,,,,,,,,,,,,,,18.35,19.3
+25/04/2007,13.6,3,,,,,,,,,,,,,,,,,,16.85,18.95
+26/04/2007,0.8,18,,,,,,,,,,,,,,,,,,14.35,15.85
+27/04/2007,1.2,0.6,,,,,,,,,,,,,,,,,,14.05,16.65
+28/04/2007,1,0,,,,,,,,,,,,,,,,,,13.8,16.75
+29/04/2007,0,0,,,,,,,,,,,,,,,,,,15.1,18.25
+30/04/2007,1.6,5.4,,,,,,,,,,,,,,,,,,12.7,15.5
+01/05/2007,1,4.2,,,,,,,,,,,,,,,,,,14.1,17.35
+02/05/2007,16.4,2.6,,,,,,,,,,,,,,,,,,14.35,16.65
+03/05/2007,6.2,9.2,,,,,,,,,,,,,,,,,,15,16.5
+04/05/2007,40.2,30.6,,,,,,,,,,,,,,,,,,13.8,16.1
+05/05/2007,0.6,0.8,,,,,,,,,,,,,,,,,,13.6,16.1
+06/05/2007,2,7.8,,,,,,,,,,,,,,,,,,13.7,16.05
+07/05/2007,0.4,9.2,,,,,,,,,,,,,,,,,,14.6,17.45
+08/05/2007,0,0,,,,,,,,,,,,,,,,,,15.9,17.55
+09/05/2007,0,0,,,,,,,,,,,,,,,,,,16.35,19.1
+10/05/2007,0.4,0.2,,,,,,,,,,,,,,,,,,16.7,19.15
+11/05/2007,0.2,0,,,,,,,,,,,,,,,,,,17.5,18.35
+12/05/2007,0,0.2,,,,,,,,,,,,,,,,,,17.05,19
+13/05/2007,0,0,,,,,,,,,,,,,,,,,,19.6,20.95
+14/05/2007,0,0,,,,,,,,,,,,,,,,,,20.4,20.7
+15/05/2007,0,0,,,,,,,,,,,,,,,,,,14.75,17.6
+16/05/2007,0.2,0,,,,,,,,,,,,,,,,,,14.35,16.5
+17/05/2007,0,0,,,,,,,,,,,,,,,,,,14.6,17.4
+18/05/2007,0,0.4,,,,,,,,,,,,,,,,,,15.9,18.5
+19/05/2007,0,0,,,,,,,,,,,,,,,,,,16.15,17.5
+20/05/2007,0,0,,,,,,,,,,,,,,,,,,16.05,18
+21/05/2007,0,0,,,,,,,,,,,,,,,,,,18.45,20.1
+22/05/2007,0,0,,,,,,,,,,,,,,,,,,20.9,22.7
+23/05/2007,0,0,,,,,,,,,,,,,,,,,,24.15,24.6
+24/05/2007,0.4,0,,,,,,,,,,,,,,,,,,22.95,24.5
+25/05/2007,0,0,,,,,,,,,,,,,,,,,,22.3,23.7
+26/05/2007,0,0,,,,,,,,,,,,,,,,,,21.35,22.6
+27/05/2007,0,0,,,,,,,,,,,,,,,,,,18.6,20.8
+28/05/2007,15.8,16,,,,,,,,,,,,,,,,,,15.55,17.85
+29/05/2007,11.2,6.2,,,,,,,,,,,,,,,,,,11.55,15.2
+30/05/2007,0,0,,,,,,,,,,,,,,,,,,13.75,16.4
+31/05/2007,0,0,,,,,,,,,,,,,,,,,,14.05,16.25
+01/06/2007,1,1.2,,,,,,,,,,,,,,,,,,16.75,18.4
+02/06/2007,0,0,,,,,,,,,,,,,,,,,,14.7,17.1
+03/06/2007,17,15,,,,,,,,,,,,,,,,,,13.1,15.4
+04/06/2007,0,0,,,,,,,,,,,,,,,,,,18.4,19.85
+05/06/2007,0.4,0,,,,,,,,,,,,,,,,,,19.8,21.25
+06/06/2007,0,0,,,,,,,,,,,,,,,,,,16.6,19.05
+07/06/2007,0.2,0.2,,,,,,,,,,,,,,,,,,18.2,19.7
+08/06/2007,4.8,0,,,,,,,,,,,,,,,,,,18.85,20.4
+09/06/2007,0,0,,,,,,,,,,,,,,,,,,19.2,21.1
+10/06/2007,0,0,,,,,,,,,,,,,,,,,,19.95,22.2
+11/06/2007,0,0,,,,,,,,,,,,,,,,,,20,22.7
+12/06/2007,0,0,,,,,,,,,,,,,,,,,,20.05,21.1
+13/06/2007,0,0,,,,,,,,,,,,,,,,,,19.05,21.85
+14/06/2007,0.2,0,,,,,,,,,,,,,,,,,,21.7,23.5
+15/06/2007,0,0,,,,,,,,,,,,,,,,,,21.2,23.1
+16/06/2007,0,0,,,,,,,,,,,,,,,,,,19.8,22.55
+17/06/2007,0,0,,,,,,,,,,,,,,,,,,20.8,22.8
+18/06/2007,0,0,,,,,,,,,,,,,,,,,,22.65,24.35
+19/06/2007,0,0,,,,,,,,,,,,,,,,,,25.5,26.75
+20/06/2007,0,0,,,,,,,,,,,,,,,,,,24.6,26.1
+21/06/2007,0,0,,,,,,,,,,,,,,,,,,24,25.05
+22/06/2007,0,0,,,,,,,,,,,,,,,,,,24,24.9
+23/06/2007,0,0,,,,,,,,,,,,,,,,,,22.85,23.7
+24/06/2007,0,0,,,,,,,,,,,,,,,,,,23.2,24.95
+25/06/2007,0,0,,,,,,,,,,,,,,,,,,27.85,29.05
+26/06/2007,0,0,,,,,,,,,,,,,,,,,,22.85,24.85
+27/06/2007,0,0,,,,,,,,,,,,,,,,,,19.4,21.15
+28/06/2007,0,0,,,,,,,,,,,,,,,,,,18.6,21.3
+29/06/2007,0.2,0,,,,,,,,,,,,,,,,,,18.7,20.45
+30/06/2007,0,0,,,,,,,,,,,,,,,,,,20.15,22.45
+01/07/2007,0,0,,,,,,,,,,,,,,,,,,21.65,23.05
+02/07/2007,0.8,0.2,,,,,,,,,,,,,,,,,,21.15,22.65
+03/07/2007,0,0,,,,,,,,,,,,,,,,,,20.85,22.55
+04/07/2007,0,0,,,,,,,,,,,,,,,,,,19.15,21.05
+05/07/2007,0,0,,,,,,,,,,,,,,,,,,18.65,21.5
+06/07/2007,0,0,,,,,,,,,,,,,,,,,,19.6,21.65
+07/07/2007,0,0,,,,,,,,,,,,,,,,,,19.8,22.1
+08/07/2007,0,0,,,,,,,,,,,,,,,,,,20.35,22.6
+09/07/2007,0,0,,,,,,,,,,,,,,,,,,22,24.5
+10/07/2007,0,0,,,,,,,,,,,,,,,,,,18.9,20.75
+11/07/2007,1,0,,,,,,,,,,,,,,,,,,17.65,20.2
+12/07/2007,0,0,,,,,,,,,,,,,,,,,,19,21.55
+13/07/2007,0,0,,,,,,,,,,,,,,,,,,21.4,23.2
+14/07/2007,0,0,,,,,,,,,,,,,,,,,,23.5,25.1
+15/07/2007,0,0,,,,,,,,,,,,,,,,,,25.35,26.8
+16/07/2007,0,0,,,,,,,,,,,,,,,,,,26.05,27.55
+17/07/2007,0,0,,,,,,,,,,,,,,,,,,26.25,27.65
+18/07/2007,0,0,,,,,,,,,,,,,,,,,,27.8,28.45
+19/07/2007,0,0,,,,,,,,,,,,,,,,,,27.2,28.9
+20/07/2007,0,0,,,,,,,,,,,,,,,,,,26.3,28.75
+21/07/2007,0,0,,,,,,,,,,,,,,,,,,27,28.25
+22/07/2007,0,0,,,,,,,,,,,,,,,,,,26.85,27.45
+23/07/2007,0,0,,,,,,,,,,,,,,,,,,28.15,28.6
+24/07/2007,0,0,,,,,,,,,,,,,,,,,,25.9,27
+25/07/2007,0,0,,,,,,,,,,,,,,,,,,23.75,26.25
+26/07/2007,0,0,,,,,,,,,,,,,,,,,,23.6,25.8
+27/07/2007,0,0,,,,,,,,,,,,,,,,,,25.55,26.6
+28/07/2007,0,0,,,,,,,,,,,,,,,,,,26.35,27.9
+29/07/2007,0,0,,,,,,,,,,,,,,,,,,24.25,25.25
+30/07/2007,0,0,,,,,,,,,,,,,,,,,,22.25,24.7
+31/07/2007,0.4,0,,,,,,,,,,,,,,,,,,22,24.55
+01/08/2007,0,0,,,,,,,,,,,,,,,,,,22.4,24.4
+02/08/2007,0,0,,,,,,,,,,,,,,,,,,23.25,24.95
+03/08/2007,0,0,,,,,,,,,,,,,,,,,,23,24.9
+04/08/2007,0,0,,,,,,,,,,,,,,,,,,22.3,24.45
+05/08/2007,0,0,,,,,,,,,,,,,,,,,,22.3,25.2
+06/08/2007,0,0,,,,,,,,,,,,,,,,,,21.4,23.9
+07/08/2007,0,0,,,,,,,,,,,,,,,,,,21.9,24
+08/08/2007,0,0,,,,,,,,,,,,,,,,,,22.05,23.6
+09/08/2007,0,0,,,,,,,,,,,,,,,,,,19.4,21.45
+10/08/2007,5.4,9.6,,,,,,,,,,,,,,,,,,16.4,18.75
+11/08/2007,0.2,0.2,,,,,,,,,,,,,,,,,,17.1,19.95
+12/08/2007,0,0,,,,,,,,,,,,,,,,,,20.15,22.7
+13/08/2007,0.2,0,,,,,,,,,,,,,,,,,,21.1,23.25
+14/08/2007,0.2,0,,,,,,,,,,,,,,,,,,22.15,23.75
+15/08/2007,0,0,,,,,,,,,,,,,,,,,,24.35,26.1
+16/08/2007,0,0,,,,,,,,,,,,,,,,,,23.75,25.7
+17/08/2007,0,0,,,,,,,,,,,,,,,,,,22.85,24.3
+18/08/2007,0,0,,,,,,,,,,,,,,,,,,20.95,22.55
+19/08/2007,0.2,0,,,,,,,,,,,,,,,,,,20.45,21.9
+20/08/2007,3,5.4,,,,,,,,,,,,,,,,,,20.35,21.6
+21/08/2007,0.2,0.2,,,,,,,,,,,,,,,,,,20.1,22.45
+22/08/2007,1,0,,,,,,,,,,,,,,,,,,24.1,25.85
+23/08/2007,0,0,,,,,,,,,,,,,,,,,,25.15,26.3
+24/08/2007,0,0,,,,,,,,,,,,,,,,,,26.25,28.65
+25/08/2007,0,0,,,,,,,,,,,,,,,,,,30.4,
+26/08/2007,0,0,,,,,,,,,,,,,,,,,,30.05,31.9
+27/08/2007,0,0,,,,,,,,,,,,,,,,,,25.45,27.65
+28/08/2007,0,0,,,,,,,,,,,,,,,,,,26.1,26.95
+29/08/2007,0,0,,,,,,,,,,,,,,,,,,26.15,26.15
+30/08/2007,0,0,,,,,,,,,,,,,,,,,,27.05,26.9
+31/08/2007,0,0.4,,,,,,,,,,,,,,,,,,20.7,22.55
+01/09/2007,0,0,,,,,,,,,,,,,,,,,,20.7,23.25
+02/09/2007,0,0,,,,,,,,,,,,,,,,,,21.15,23.7
+03/09/2007,0,0,,,,,,,,,,,,,,,,,,21.1,23.15
+04/09/2007,1.6,3.8,,,,,,,,,,,,,,,,,,16.5,19.9
+05/09/2007,0,0,,,,,,,,,,,,,,,,,,14.7,18.1
+06/09/2007,1.6,1,,,,,,,,,,,,,,,,,,13.65,16.5
+07/09/2007,0,0,,,,,,,,,,,,,,,,,,15.85,19.45
+08/09/2007,0,0,,,,,,,,,,,,,,,,,,18.3,20.2
+09/09/2007,0,0,,,,,,,,,,,,,,,,,,18.45,20.45
+10/09/2007,0,0,,,,,,,,,,,,,,,,,,19.45,21.1
+11/09/2007,0.2,0,,,,,,,,,,,,,,,,,,19.35,21.5
+12/09/2007,0,0,,,,,,,,,,,,,,,,,,19.3,21.85
+13/09/2007,0,0,,,,,,,,,,,,,,,,,,18.15,20.45
+14/09/2007,0,0,,,,,,,,,,,,,,,,,,19.2,21.4
+15/09/2007,0,0,,,,,,,,,,,,,,,,,,20.5,22
+16/09/2007,0,0,,,,,,,,,,,,,,,,,,21.35,23.15
+17/09/2007,0,0,,,,,,,,,,,,,,,,,,21.25,21.6
+18/09/2007,3.4,7.2,,,,,,,,,,,,,,,,,,20.95,23.05
+19/09/2007,0.2,0,,,,,,,,,,,,,,,,,,18.45,20.1
+20/09/2007,0,0,,,,,,,,,,,,,,,,,,17.8,19.8
+21/09/2007,0,0,,,,,,,,,,,,,,,,,,17.45,19.95
+22/09/2007,0,0,,,,,,,,,,,,,,,,,,17,19.6
+23/09/2007,0,0,,,,,,,,,,,,,,,,,,18.85,20.45
+24/09/2007,0,0,,,,,,,,,,,,,,,,,,20.05,21.1
+25/09/2007,0,0,,,,,,,,,,,,,,,,,,17.7,19.75
+26/09/2007,2.8,2.6,,,,,,,,,,,,,,,,,,16.75,18.55
+27/09/2007,17.2,26.6,,,,,,,,,,,,,,,,,,14.35,16.55
+28/09/2007,13.6,5.8,,,,,,,,,,,,,,,,,,13.3,15.75
+29/09/2007,4.2,3.2,,,,,,,,,,,,,,,,,,15.8,17.5
+30/09/2007,0,0,,,,,,,,,,,,,,,,,,17.85,19.5
+01/10/2007,0,0,,,,,,,,,,,,,,,,,,19.75,21.05
+02/10/2007,0,0,,,,,,,,,,,,,,,,,,20.1,21.1
+03/10/2007,0,0,,,,,,,,,,,,,,,,,,20.5,21.1
+04/10/2007,0,0,,,,,,,,,,,,,,,,,,21.45,22.8
+05/10/2007,0,0,,,,,,,,,,,,,,,,,,21.05,22.05
+06/10/2007,4.6,12.6,,,,,,,,,,,,,,,,,,19,20.75
+07/10/2007,0,0.2,,,,,,,,,,,,,,,,,,17.65,19.95
+08/10/2007,0,0,,,,,,,,,,,,,,,,,,17,19.25
+09/10/2007,10.2,0.6,,,,,,,,,,,,,,,,,,16.45,18.5
+10/10/2007,4.2,26,,,,,,,,,,,,,,,,,,14.9,16.4
+11/10/2007,0,0,,,,,,,,,,,,,,,,,,15.5,17.4
+12/10/2007,3,0.2,,,,,,,,,,,,,,,,,,15.8,17.65
+13/10/2007,0,0.4,,,,,,,,,,,,,,,,,,15.25,17.9
+14/10/2007,0,0,,,,,,,,,,,,,,,,,,15.05,17.1
+15/10/2007,0.2,0,,,,,,,,,,,,,,,,,,12.95,15.65
+16/10/2007,0.2,0,,,,,,,,,,,,,,,,,,13.85,16.25
+17/10/2007,0,0,,,,,,,,,,,,,,,,,,16.4,18.25
+18/10/2007,1.4,4.2,,,,,,,,,,,,,,,,,,16.35,17.7
+19/10/2007,0,0,,,,,,,,,,,,,,,,,,12.3,15.6
+20/10/2007,0,0,,,,,,,,,,,,,,,,,,9.4,12.7
+21/10/2007,0,0,,,,,,,,,,,,,,,,,,7.5,11
+22/10/2007,0,0,,,,,,,,,,,,,,,,,,4.9,8.4
+23/10/2007,0,0,,,,,,,,,,,,,,,,,,9.1,11.55
+24/10/2007,0.4,,,,,,,,,,,,,,,,,,,10.2,
+25/10/2007,4.2,5.6,,,,,,,,,,,,,,,,,,9.95,12.7
+26/10/2007,0.4,,,,,,,,,,,,,,,,,,,15.1,
+27/10/2007,0,0,,,,,,,,,,,,,,,,,,17,19.15
+28/10/2007,0,,,,,,,,,,,,,,,,,,,15.2,
+29/10/2007,0.2,0,,,,,,,,,,,,,,,,,,14.65,16
+30/10/2007,4.8,4.6,,,,,,,,,,,,,,,,,,15.45,18.3
+31/10/2007,3.2,7.6,,,,,,,,,,,,,,,,,,13.35,16.4
+01/11/2007,2.6,20.8,,,,,,,,,,,,,,,,,,9.8,13.5
+02/11/2007,0,0,,,,,,,,,,,,,,,,,,12.65,14.95
+03/11/2007,0,0,,,,,,,,,,,,,,,,,,12.9,14.55
+04/11/2007,0,0.2,,,,,,,,,,,,,,,,,,12.9,14.35
+05/11/2007,0,0,,,,,,,,,,,,,,,,,,10.9,14.15
+06/11/2007,0,0,,,,,,,,,,,,,,,,,,10.15,12.45
+07/11/2007,0,0,,,,,,,,,,,,,,,,,,10,12.8
+08/11/2007,0.2,0,,,,,,,,,,,,,,,,,,10.25,12.25
+09/11/2007,4,7.4,,,,,,,,,,,,,,,,,,7.7,11.8
+10/11/2007,0,0,,,,,,,,,,,,,,,,,,6,10.9
+11/11/2007,2.4,5.4,,,,,,,,,,,,,,,,,,9.1,10.7
+12/11/2007,0.2,0,,,,,,,,,,,,,,,,,,10.3,14.35
+13/11/2007,0.2,0,,,,,,,,,,,,,,,,,,8.65,12.95
+14/11/2007,15.2,22.8,,,,,,,,,,,,,,,,,,5.7,8.25
+15/11/2007,3.2,2.4,,,,,,,,,,,,,,,,,,5.9,8.7
+16/11/2007,6.6,4,,,,,,,,,,,,,,,,,,4.5,7.35
+17/11/2007,0.8,4.4,,,,,,,,,,,,,,,,,,3.8,9.45
+18/11/2007,0,0,,,,,,,,,,,,,,,,,,2.6,6.3
+19/11/2007,0,0,,,,,,,,,,,,,,,,,,4.9,7.25
+20/11/2007,0,0,,,,,,,,,,,,,,,,,,7.05,9.1
+21/11/2007,0,0.2,,,,,,,,,,,,,,,,,,8.1,10.2
+22/11/2007,0,0,,,,,,,,,,,,,,,,,,12.55,13.4
+23/11/2007,0,0,,,,,,,,,,,,,,,,,,13.75,16.15
+24/11/2007,7.2,4.4,,,,,,,,,,,,,,,,,,11.9,14.15
+25/11/2007,3.4,3.8,,,,,,,,,,,,,,,,,,10.9,12.45
+26/11/2007,0.2,0,,,,,,,,,,,,,,,,,,12.5,15.2
+27/11/2007,1,1.2,,,,,,,,,,,,,,,,,,11.05,14.55
+28/11/2007,0,0,,,,,,,,,,,,,,,,,,9.1,12
+29/11/2007,11.6,9,,,,,,,,,,,,,,,,,,5.95,8.55
+30/11/2007,1.8,1.4,,,,,,,,,,,,,,,,,,6.9,11
+01/12/2007,0.2,0,,,,,,,,,,,,,,,,,,8.35,10.35
+02/12/2007,0,0.2,,,,,,,,,,,,,,,,,,9.6,12.15
+03/12/2007,1.2,1.6,,,,,,,,,,,,,,,,,,8.1,11
+04/12/2007,0.2,0,,,,,,,,,,,,,,,,,,6.85,10.15
+05/12/2007,0,0,,,,,,,,,,,,,,,,,,6.5,10.45
+06/12/2007,0,0,,,,,,,,,,,,,,,,,,8.15,9.65
+07/12/2007,7.8,29.4,,,,,,,,,,,,,,,,,,7.9,9.4
+08/12/2007,6,7.6,,,,,,,,,,,,,,,,,,7.1,10.6
+09/12/2007,9,27.6,,,,,,,,,,,,,,,,,,5.9,7.9
+10/12/2007,5.6,3.4,,,,,,,,,,,,,,,,,,7.05,10.1
+11/12/2007,0,0,,,,,,,,,,,,,,,,,,7.05,9.85
+12/12/2007,0,0,,,,,,,,,,,,,,,,,,6.1,10.1
+13/12/2007,0,0,,,,,,,,,,,,,,,,,,4.8,9.45
+14/12/2007,0,0,,,,,,,,,,,,,,,,,,1.55,6.35
+15/12/2007,0,0,,,,,,,,,,,,,,,,,,-1.75,2.4
+16/12/2007,0,0,,,,,,,,,,,,,,,,,,0.15,3.3
+17/12/2007,4.6,1.4,,,,,,,,,,,,,,,,,,3.95,7.75
+18/12/2007,0,0,,,,,,,,,,,,,,,,,,4.5,7.2
+19/12/2007,0,0,,,,,,,,,,,,,,,,,,6.4,8.8
+20/12/2007,0,0,,,,,,,,,,,,,,,,,,4.65,7.85
+21/12/2007,0,0,,,,,,,,,,,,,,,,,,6.1,8.2
+22/12/2007,0,0.2,,,,,,,,,,,,,,,,,,6.85,8.65
+23/12/2007,2.4,2,,,,,,,,,,,,,,,,,,7.05,10.6
+24/12/2007,0.6,1,,,,,,,,,,,,,,,,,,9.6,11.5
+25/12/2007,0,0,,,,,,,,,,,,,,,,,,9.2,11.7
+26/12/2007,4.2,3.4,,,,,,,,,,,,,,,,,,5.35,9.5
+27/12/2007,0.2,0,,,,,,,,,,,,,,,,,,4.05,8.25
+28/12/2007,0,0,,,,,,,,,,,,,,,,,,5.6,8.9
+29/12/2007,0,0,,,,,,,,,,,,,,,,,,5.4,8.9
+30/12/2007,0.4,0,,,,,,,,,,,,,,,,,,8.45,9
+31/12/2007,0,0,,,,,,,,,,,,,,,,,,6,8.85
+01/01/2008,0,0,,,,,,,,,,,,,,,,,,2.6,7.6
+02/01/2008,0,0,,,,,,,,,,,,,,,,,,4.1,7.2
+03/01/2008,0.8,0.2,,,,,,,,,,,,,,,,,,3.2,7.75
+04/01/2008,0,0,,,,,,,,,,,,,,,,,,6.35,9.9
+05/01/2008,19,16.6,,,,,,,,,,,,,,,,,,9,12.65
+06/01/2008,15.4,17.6,,,,,,,,,,,,,,,,,,8.15,11.35
+07/01/2008,0.2,3.4,,,,,,,,,,,,,,,,,,9.15,11.15
+08/01/2008,0.6,0.2,,,,,,,,,,,,,,,,,,10,12.45
+09/01/2008,0,0,,,,,,,,,,,,,,,,,,9.55,12.35
+10/01/2008,0.6,1,,,,,,,,,,,,,,,,,,9.45,11.35
+11/01/2008,2,,,,,,,,,,,,,,,,,,,10.25,
+12/01/2008,62.4,28.6,,,,,,,,,,,,,,,,,,6.55,9
+13/01/2008,15,17.2,,,,,,,,,,,,,,,,,,2.8,6.2
+14/01/2008,0,0,,,,,,,,,,,,,,,,,,5.2,7.85
+15/01/2008,11.8,23.2,,,,,,,,,,,,,,,,,,4.75,6.9
+16/01/2008,14.6,32.2,,,,,,,,,,,,,,,,,,7.1,9.75
+17/01/2008,21.6,17.2,,,,,,,,,,,,,,,,,,6.7,9.75
+18/01/2008,0.4,0.2,,,,,,,,,,,,,,,,,,7.55,9.85
+19/01/2008,0.2,0,,,,,,,,,,,,,,,,,,9.6,10.9
+20/01/2008,0,0,,,,,,,,,,,,,,,,,,9.9,10.6
+21/01/2008,0,0.2,,,,,,,,,,,,,,,,,,6.7,7.55
+22/01/2008,2.6,7,,,,,,,,,,,,,,,,,,7.25,10.55
+23/01/2008,0,0,,,,,,,,,,,,,,,,,,4.8,7.9
+24/01/2008,0,0,,,,,,,,,,,,,,,,,,5.2,8.2
+25/01/2008,0,0,,,,,,,,,,,,,,,,,,6.65,8.95
+26/01/2008,0,0,,,,,,,,,,,,,,,,,,9.2,10.15
+27/01/2008,0,0,,,,,,,,,,,,,,,,,,7.6,8.2
+28/01/2008,0,0,,,,,,,,,,,,,,,,,,10.85,11.35
+29/01/2008,0,0,,,,,,,,,,,,,,,,,,9.2,11.5
+30/01/2008,0,0,,,,,,,,,,,,,,,,,,7.75,10.6
+31/01/2008,1,4,,,,,,,,,,,,,,,,,,6.65,9.4
+01/02/2008,4.4,5.2,,,,,,,,,,,,,,,,,,7.35,8.5
+02/02/2008,2.2,9,,,,,,,,,,,,,,,,,,7.9,9.35
+03/02/2008,18.8,19,,,,,,,,,,,,,,,,,,7.05,7.9
+04/02/2008,32,25,,,,,,,,,,,,,,,,,,8.1,10.5
+05/02/2008,7.2,9.2,,,,,,,,,,,,,,,,,,6.2,9.6
+06/02/2008,0,0,,,,,,,,,,,,,,,,,,8.1,10.1
+07/02/2008,0.2,0,,,,,,,,,,,,,,,,,,8.35,11.85
+08/02/2008,0,0,,,,,,,,,,,,,,,,,,6.45,9.65
+09/02/2008,0,0,,,,,,,,,,,,,,,,,,6.35,10.6
+10/02/2008,0,0,,,,,,,,,,,,,,,,,,5.85,9.2
+11/02/2008,0,0,,,,,,,,,,,,,,,,,,4.5,7.8
+12/02/2008,0,0,,,,,,,,,,,,,,,,,,4.45,8.5
+13/02/2008,0,0,,,,,,,,,,,,,,,,,,5.15,8.25
+14/02/2008,0,0,,,,,,,,,,,,,,,,,,5.7,8.05
+15/02/2008,0.2,0,,,,,,,,,,,,,,,,,,5.45,8.7
+16/02/2008,0,0,,,,,,,,,,,,,,,,,,3.8,7.7
+17/02/2008,0,0,,,,,,,,,,,,,,,,,,2.2,4
+18/02/2008,0,0,,,,,,,,,,,,,,,,,,2.4,5.1
+19/02/2008,0.2,0,,,,,,,,,,,,,,,,,,3.55,5.7
+20/02/2008,0.2,0,,,,,,,,,,,,,,,,,,5.45,7.65
+21/02/2008,3.4,9.4,,,,,,,,,,,,,,,,,,6.15,8.9
+22/02/2008,0,0,,,,,,,,,,,,,,,,,,9.2,11.3
+23/02/2008,0,0,,,,,,,,,,,,,,,,,,9.4,12.2
+24/02/2008,0,0,,,,,,,,,,,,,,,,,,12.15,12.9
+25/02/2008,0,0,,,,,,,,,,,,,,,,,,10.05,10.55
+26/02/2008,0.2,0.2,,,,,,,,,,,,,,,,,,8.75,11.1
+27/02/2008,0.6,0.2,,,,,,,,,,,,,,,,,,8.25,9.5
+28/02/2008,0,0.2,,,,,,,,,,,,,,,,,,9.4,12.3
+29/02/2008,0.2,0,,,,,,,,,,,,,,,,,,8.65,11.4
+01/03/2008,3.6,5,,,,,,,,,,,,,,,,,,8.6,11.25
+02/03/2008,0.2,0.2,,,,,,,,,,,,,,,,,,12.2,12.95
+03/03/2008,0.4,0,,,,,,,,,,,,,,,,,,11.65,12.75
+04/03/2008,0,0,,,,,,,,,,,,,,,,,,10.65,12.35
+05/03/2008,7.2,9,,,,,,,,,,,,,,,,,,5.05,7.35
+06/03/2008,19.4,15.2,,,,,,,,,,,,,,,,,,6.1,8.55
+07/03/2008,9.8,10,,,,,,,,,,,,,,,,,,3.55,5.6
+08/03/2008,0,0.2,,,,,,,,,,,,,,,,,,7.15,10.25
+09/03/2008,4.6,0.4,,,,,,,,,,,,,,,,,,7,9.7
+10/03/2008,16.4,26.6,,,,,,,,,,,,,,,,,,8.05,10.1
+11/03/2008,12.2,25.2,,,,,,,,,,,,,,,,,,8.95,11.55
+12/03/2008,0,0,,,,,,,,,,,,,,,,,,10.45,10.85
+13/03/2008,0,0,,,,,,,,,,,,,,,,,,11.3,13.95
+14/03/2008,0,0,,,,,,,,,,,,,,,,,,10.95,13.15
+15/03/2008,0.2,0,,,,,,,,,,,,,,,,,,11.55,13.7
+16/03/2008,0.2,0.2,,,,,,,,,,,,,,,,,,10.75,12.5
+17/03/2008,0,0.2,,,,,,,,,,,,,,,,,,10.45,12.2
+18/03/2008,0,0.2,,,,,,,,,,,,,,,,,,9.25,12
+19/03/2008,0.8,10,,,,,,,,,,,,,,,,,,10,13.05
+20/03/2008,15,19,,,,,,,,,,,,,,,,,,5.45,9.75
+21/03/2008,16.4,12,,,,,,,,,,,,,,,,,,5.1,8.85
+22/03/2008,35.4,34.4,,,,,,,,,,,,,,,,,,6.8,9.1
+23/03/2008,27.6,17.8,,,,,,,,,,,,,,,,,,7.3,9.2
+24/03/2008,7.6,7.8,,,,,,,,,,,,,,,,,,4.35,6.95
+25/03/2008,7,6.4,,,,,,,,,,,,,,,,,,6,8.9
+26/03/2008,1.8,7.2,,,,,,,,,,,,,,,,,,6.6,7.75
+27/03/2008,15.8,9.8,,,,,,,,,,,,,,,,,,8.55,11.15
+28/03/2008,6.8,6.2,,,,,,,,,,,,,,,,,,11.05,13.15
+29/03/2008,0.2,0,,,,,,,,,,,,,,,,,,11.9,14.6
+30/03/2008,0,0,,,,,,,,,,,,,,,,,,13.05,13.4
+31/03/2008,0,0,,,,,,,,,,,,,,,,,,11.6,13
+01/04/2008,0,0,,,,,,,,,,,,,,,,,,14.4,17.6
+02/04/2008,0,0,,,,,,,,,,,,,,,,,,12.3,14.5
+03/04/2008,0,0,,,,,,,,,,,,,,,,,,9.9,14.05
+04/04/2008,0,0.2,,,,,,,,,,,,,,,,,,8,11.9
+05/04/2008,0,0,,,,,,,,,,,,,,,,,,9.2,12.4
+06/04/2008,0,0,,,,,,,,,,,,,,,,,,8.85,10.7
+07/04/2008,0,0,,,,,,,,,,,,,,,,,,12.7,14.1
+08/04/2008,9.4,13.8,,,,,,,,,,,,,,,,,,12.45,14.7
+09/04/2008,0.2,0,,,,,,,,,,,,,,,,,,12.55,14.6
+10/04/2008,0,0,,,,,,,,,,,,,,,,,,16.15,17.2
+11/04/2008,7.4,8.8,,,,,,,,,,,,,,,,,,15.25,17.05
+12/04/2008,2.2,12.8,,,,,,,,,,,,,,,,,,10.5,12.95
+13/04/2008,0.2,0,,,,,,,,,,,,,,,,,,10,13.3
+14/04/2008,0.4,0.8,,,,,,,,,,,,,,,,,,10.2,12.1
+15/04/2008,7.6,12.2,,,,,,,,,,,,,,,,,,8.45,11.1
+16/04/2008,0,0,,,,,,,,,,,,,,,,,,9.2,11.45
+17/04/2008,1.6,5.4,,,,,,,,,,,,,,,,,,9.25,11.7
+18/04/2008,7,13.2,,,,,,,,,,,,,,,,,,12.05,14.6
+19/04/2008,0.2,0,,,,,,,,,,,,,,,,,,14.5,15.95
+20/04/2008,0,0,,,,,,,,,,,,,,,,,,15.65,16.7
+21/04/2008,12,3.8,,,,,,,,,,,,,,,,,,12.8,15.2
+22/04/2008,8.2,6.4,,,,,,,,,,,,,,,,,,10.05,12.9
+23/04/2008,0.2,0.4,,,,,,,,,,,,,,,,,,12.4,14.9
+24/04/2008,5.2,4,,,,,,,,,,,,,,,,,,12.45,14.35
+25/04/2008,0.4,0,,,,,,,,,,,,,,,,,,13.3,15.1
+26/04/2008,0,0,,,,,,,,,,,,,,,,,,13.95,17.15
+27/04/2008,0,0,,,,,,,,,,,,,,,,,,12.8,16.05
+28/04/2008,0,0,,,,,,,,,,,,,,,,,,13.2,15.4
+29/04/2008,0,4.6,,,,,,,,,,,,,,,,,,9.9,12.8
+30/04/2008,0,0,,,,,,,,,,,,,,,,,,13.7,15.9
+01/05/2008,0,0,,,,,,,,,,,,,,,,,,15.55,16.5
+02/05/2008,0,0,,,,,,,,,,,,,,,,,,15.65,18.75
+03/05/2008,0,0,,,,,,,,,,,,,,,,,,16.25,18.7
+04/05/2008,0,0,,,,,,,,,,,,,,,,,,15.9,17.9
+05/05/2008,1.6,0.6,,,,,,,,,,,,,,,,,,15.3,19.25
+06/05/2008,0,0,,,,,,,,,,,,,,,,,,13.5,16.65
+07/05/2008,5.4,1,,,,,,,,,,,,,,,,,,15,17.15
+08/05/2008,0,0,,,,,,,,,,,,,,,,,,14.35,17.1
+09/05/2008,0,0,,,,,,,,,,,,,,,,,,16.05,18.35
+10/05/2008,0,0,,,,,,,,,,,,,,,,,,17.3,20.35
+11/05/2008,0,0,,,,,,,,,,,,,,,,,,16.8,19.15
+12/05/2008,0.6,0.8,,,,,,,,,,,,,,,,,,14.85,17.35
+13/05/2008,8.8,7,,,,,,,,,,,,,,,,,,13.6,15.55
+14/05/2008,0,0,,,,,,,,,,,,,,,,,,14.75,17.15
+15/05/2008,0,0,,,,,,,,,,,,,,,,,,15.7,17.7
+16/05/2008,0,0.2,,,,,,,,,,,,,,,,,,15.8,17.05
+17/05/2008,0.2,0.2,,,,,,,,,,,,,,,,,,20.5,22.3
+18/05/2008,2.2,4.8,,,,,,,,,,,,,,,,,,16.15,18.25
+19/05/2008,30.6,27.6,,,,,,,,,,,,,,,,,,17.25,19.8
+20/05/2008,69.2,88.6,,,,,,,,,,,,,,,,,,13.45,16.1
+21/05/2008,65.2,106.6,,,,,,,,,,,,,,,,,,12.95,15
+22/05/2008,2,18.6,,,,,,,,,,,,,,,,,,14.45,17.15
+23/05/2008,0,0.2,,,,,,,,,,,,,,,,,,15.65,17.5
+24/05/2008,0,0,,,,,,,,,,,,,,,,,,17.65,18.75
+25/05/2008,0,0,,,,,,,,,,,,,,,,,,21.7,22.45
+26/05/2008,0,0,,,,,,,,,,,,,,,,,,22.3,24.35
+27/05/2008,0,0,,,,,,,,,,,,,,,,,,24.15,25.25
+28/05/2008,0,0,,,,,,,,,,,,,,,,,,24.75,24.75
+29/05/2008,5.6,4.8,,,,,,,,,,,,,,,,,,18.6,21.5
+30/05/2008,1.8,5.6,,,,,,,,,,,,,,,,,,16.05,18.4
+31/05/2008,0,0,,,,,,,,,,,,,,,,,,17.8,20
+01/06/2008,0,0,,,,,,,,,,,,,,,,,,20.7,22.1
+02/06/2008,1,0.4,,,,,,,,,,,,,,,,,,18.85,21.95
+03/06/2008,12.2,16.4,,,,,,,,,,,,,,,,,,18.45,21
+04/06/2008,0,0,,,,,,,,,,,,,,,,,,17.85,20.15
+05/06/2008,3.4,17.4,,,,,,,,,,,,,,,,,,15.5,17.35
+06/06/2008,3.4,5.4,,,,,,,,,,,,,,,,,,14.7,18.15
+07/06/2008,0.4,0.2,,,,,,,,,,,,,,,,,,15.95,18.65
+08/06/2008,24.4,40.6,,,,,,,,,,,,,,,,,,15.65,18.2
+09/06/2008,0,0.8,,,,,,,,,,,,,,,,,,17.1,19.5
+10/06/2008,0,0,,,,,,,,,,,,,,,,,,18.65,21.35
+11/06/2008,0,,,,,,,,,,,,,,,,,,,18.95,
+12/06/2008,6.4,23.2,,,,,,,,,,,,,,,,,,15.75,17.8
+13/06/2008,0.2,0.2,,,,,,,,,,,,,,,,,,16.75,18.95
+14/06/2008,0,0,,,,,,,,,,,,,,,,,,15.85,17.85
+15/06/2008,0,0.2,,,,,,,,,,,,,,,,,,16.05,18.5
+16/06/2008,0,,,,,,,,,,,,,,,,,,,17.2,
+17/06/2008,1.2,1.6,,,,,,,,,,,,,,,,,,19.8,21.6
+18/06/2008,0,0,,,,,,,,,,,,,,,,,,21.1,24.4
+19/06/2008,0,0,,,,,,,,,,,,,,,,,,21.45,23.5
+20/06/2008,0,0,,,,,,,,,,,,,,,,,,22.75,24.75
+21/06/2008,0,0,,,,,,,,,,,,,,,,,,23.7,25.9
+22/06/2008,0,0,,,,,,,,,,,,,,,,,,24.2,26.5
+23/06/2008,0,0,,,,,,,,,,,,,,,,,,25.25,27.4
+24/06/2008,0,0,,,,,,,,,,,,,,,,,,25.2,26.9
+25/06/2008,0,0,,,,,,,,,,,,,,,,,,25.85,27.65
+26/06/2008,0,0,,,,,,,,,,,,,,,,,,25,28
+27/06/2008,0,0,,,,,,,,,,,,,,,,,,24.7,26.5
+28/06/2008,0,0,,,,,,,,,,,,,,,,,,24.15,25.8
+29/06/2008,0,0,,,,,,,,,,,,,,,,,,25.15,27.8
+30/06/2008,0,0,,,,,,,,,,,,,,,,,,24.8,26.8
+01/07/2008,20.8,0,,,,,,,,,,,,,,,,,,24.4,26.9
+02/07/2008,0,0,,,,,,,,,,,,,,,,,,23.8,26.7
+03/07/2008,0,0,,,,,,,,,,,,,,,,,,23.75,26.55
+04/07/2008,0,0,,,,,,,,,,,,,,,,,,23.65,25.75
+05/07/2008,0.2,0,,,,,,,,,,,,,,,,,,23.45,26.1
+06/07/2008,0,0,,,,,,,,,,,,,,,,,,22.7,25.05
+07/07/2008,0,0,,,,,,,,,,,,,,,,,,24,24.7
+08/07/2008,0,0,,,,,,,,,,,,,,,,,,21.5,24.15
+09/07/2008,0,0,,,,,,,,,,,,,,,,,,21.8,23.55
+10/07/2008,0,0,,,,,,,,,,,,,,,,,,21.45,23.3
+11/07/2008,0,0,,,,,,,,,,,,,,,,,,23.75,25.55
+12/07/2008,0,0,,,,,,,,,,,,,,,,,,24.1,25.65
+13/07/2008,1.8,0.8,,,,,,,,,,,,,,,,,,24,25.1
+14/07/2008,0.2,0,,,,,,,,,,,,,,,,,,18.45,20.95
+15/07/2008,0,0,,,,,,,,,,,,,,,,,,20.8,23.1
+16/07/2008,0,0,,,,,,,,,,,,,,,,,,21.35,23.55
+17/07/2008,0,0,,,,,,,,,,,,,,,,,,21.45,23.4
+18/07/2008,0.4,0.4,,,,,,,,,,,,,,,,,,20.45,22.9
+19/07/2008,0,0.2,,,,,,,,,,,,,,,,,,20.75,22.9
+20/07/2008,0,0,,,,,,,,,,,,,,,,,,22.35,24.95
+21/07/2008,2.4,0.4,,,,,,,,,,,,,,,,,,22.2,24
+22/07/2008,0.2,0,,,,,,,,,,,,,,,,,,20.3,23.95
+23/07/2008,0,0,,,,,,,,,,,,,,,,,,18.85,22.3
+24/07/2008,0,0,,,,,,,,,,,,,,,,,,19.75,22.05
+25/07/2008,0,0,,,,,,,,,,,,,,,,,,20.25,22.3
+26/07/2008,0,0,,,,,,,,,,,,,,,,,,21.15,23.65
+27/07/2008,6.6,2.6,,,,,,,,,,,,,,,,,,21.45,24.55
+28/07/2008,0,0,,,,,,,,,,,,,,,,,,22.75,24.95
+29/07/2008,0,0,,,,,,,,,,,,,,,,,,24.2,26
+30/07/2008,0,0,,,,,,,,,,,,,,,,,,25.25,26.9
+31/07/2008,0,0,,,,,,,,,,,,,,,,,,25.5,27.3
+01/08/2008,0,0,,,,,,,,,,,,,,,,,,25.8,27.15
+02/08/2008,0,0,,,,,,,,,,,,,,,,,,26.35,27.5
+03/08/2008,0,0,,,,,,,,,,,,,,,,,,25.3,27
+04/08/2008,0,0,,,,,,,,,,,,,,,,,,23.7,26.6
+05/08/2008,0,0,,,,,,,,,,,,,,,,,,24.4,26.65
+06/08/2008,0.2,0,,,,,,,,,,,,,,,,,,24.25,26.8
+07/08/2008,0,0,,,,,,,,,,,,,,,,,,25.8,27.6
+08/08/2008,0,0,,,,,,,,,,,,,,,,,,26,26.95
+09/08/2008,0.2,0,,,,,,,,,,,,,,,,,,24.25,26.45
+10/08/2008,0,0,,,,,,,,,,,,,,,,,,21.95,25.05
+11/08/2008,0,0,,,,,,,,,,,,,,,,,,23.5,25.5
+12/08/2008,0,0,,,,,,,,,,,,,,,,,,23.45,25
+13/08/2008,0,0,,,,,,,,,,,,,,,,,,24.85,26.2
+14/08/2008,0,0,,,,,,,,,,,,,,,,,,24.3,26.5
+15/08/2008,0,0,,,,,,,,,,,,,,,,,,23.1,25.1
+16/08/2008,0,0,,,,,,,,,,,,,,,,,,19.65,22.4
+17/08/2008,0,0,,,,,,,,,,,,,,,,,,19.7,22.4
+18/08/2008,0,0,,,,,,,,,,,,,,,,,,21.65,24.3
+19/08/2008,0,0,,,,,,,,,,,,,,,,,,23.9,25.4
+20/08/2008,0,0,,,,,,,,,,,,,,,,,,24.15,26.3
+21/08/2008,0,0,,,,,,,,,,,,,,,,,,26.15,27.8
+22/08/2008,0,0,,,,,,,,,,,,,,,,,,24,25.75
+23/08/2008,0,0,,,,,,,,,,,,,,,,,,21.2,23.25
+24/08/2008,0,0,,,,,,,,,,,,,,,,,,21.2,24.4
+25/08/2008,0,0,,,,,,,,,,,,,,,,,,20.95,23.45
+26/08/2008,0,0,,,,,,,,,,,,,,,,,,21.3,23.95
+27/08/2008,0,0.2,,,,,,,,,,,,,,,,,,22.2,24.8
+28/08/2008,0,0,,,,,,,,,,,,,,,,,,22.3,24.2
+29/08/2008,0,0,,,,,,,,,,,,,,,,,,22.25,24.85
+30/08/2008,0,0,,,,,,,,,,,,,,,,,,23.65,25.1
+31/08/2008,0,0,,,,,,,,,,,,,,,,,,24.05,26.15
+01/09/2008,0,0,,,,,,,,,,,,,,,,,,23.55,25.1
+02/09/2008,0,0,,,,,,,,,,,,,,,,,,22.3,24.7
+03/09/2008,0,0,,,,,,,,,,,,,,,,,,22.3,24.75
+04/09/2008,0.2,0,,,,,,,,,,,,,,,,,,22.3,23.9
+05/09/2008,0,0,,,,,,,,,,,,,,,,,,25.25,26.25
+06/09/2008,0,0,,,,,,,,,,,,,,,,,,26.95,27.4
+07/09/2008,0,0,,,,,,,,,,,,,,,,,,25.9,27.9
+08/09/2008,0,0,,,,,,,,,,,,,,,,,,22.75,25.35
+09/09/2008,0,0,,,,,,,,,,,,,,,,,,23.15,25.8
+10/09/2008,0,0,,,,,,,,,,,,,,,,,,26.3,26.4
+11/09/2008,0,0,,,,,,,,,,,,,,,,,,26.7,27.35
+12/09/2008,16.4,10.8,,,,,,,,,,,,,,,,,,23.75,26.6
+13/09/2008,4.8,7.6,,,,,,,,,,,,,,,,,,17,19.55
+14/09/2008,0,1.6,,,,,,,,,,,,,,,,,,17.7,19.75
+15/09/2008,8.6,3,,,,,,,,,,,,,,,,,,17.15,19.4
+16/09/2008,0.2,0,,,,,,,,,,,,,,,,,,15.3,18.5
+17/09/2008,0,0,,,,,,,,,,,,,,,,,,15.2,18.1
+18/09/2008,0,0,,,,,,,,,,,,,,,,,,16.9,18.6
+19/09/2008,17.8,23.6,,,,,,,,,,,,,,,,,,13,15.95
+20/09/2008,0,0,,,,,,,,,,,,,,,,,,15.3,17.2
+21/09/2008,0,0,,,,,,,,,,,,,,,,,,13.9,16.05
+22/09/2008,0,0,,,,,,,,,,,,,,,,,,14.3,17.25
+23/09/2008,0,0.4,,,,,,,,,,,,,,,,,,14.45,17.25
+24/09/2008,0,0,,,,,,,,,,,,,,,,,,15.8,19.1
+25/09/2008,0,0,,,,,,,,,,,,,,,,,,14.85,17.6
+26/09/2008,0,0,,,,,,,,,,,,,,,,,,14.75,17.25
+27/09/2008,0,0,,,,,,,,,,,,,,,,,,14.7,16.75
+28/09/2008,0,3.4,,,,,,,,,,,,,,,,,,12.75,15.4
+29/09/2008,0.2,0.2,,,,,,,,,,,,,,,,,,13.7,15.55
+30/09/2008,0.2,0,,,,,,,,,,,,,,,,,,13.7,16.15
+01/10/2008,0.8,0,,,,,,,,,,,,,,,,,,16.45,18.25
+02/10/2008,0,0,,,,,,,,,,,,,,,,,,15.85,17.25
+03/10/2008,9,23.8,,,,,,,,,,,,,,,,,,16.6,19.2
+04/10/2008,0.4,0.2,,,,,,,,,,,,,,,,,,11.65,14.45
+05/10/2008,0,0,,,,,,,,,,,,,,,,,,12.5,14.05
+06/10/2008,0.6,0,,,,,,,,,,,,,,,,,,13.3,15.45
+07/10/2008,0,0,,,,,,,,,,,,,,,,,,15.95,18.6
+08/10/2008,0.4,0.2,,,,,,,,,,,,,,,,,,16.15,18.05
+09/10/2008,0.2,0,,,,,,,,,,,,,,,,,,17.2,19.25
+10/10/2008,0,0,,,,,,,,,,,,,,,,,,17.35,19.55
+11/10/2008,0,0,,,,,,,,,,,,,,,,,,17.4,19.6
+12/10/2008,0.2,0.2,,,,,,,,,,,,,,,,,,17.35,18.95
+13/10/2008,0,0,,,,,,,,,,,,,,,,,,17.65,18.85
+14/10/2008,0,0,,,,,,,,,,,,,,,,,,17.25,18.45
+15/10/2008,0.2,0,,,,,,,,,,,,,,,,,,16.95,18.1
+16/10/2008,0.2,0.2,,,,,,,,,,,,,,,,,,16.55,18
+17/10/2008,7.6,16.6,,,,,,,,,,,,,,,,,,15,16.65
+18/10/2008,0.2,0.2,,,,,,,,,,,,,,,,,,16.6,17.7
+19/10/2008,0.2,0,,,,,,,,,,,,,,,,,,16.15,17.95
+20/10/2008,0.2,0,,,,,,,,,,,,,,,,,,16.15,18
+21/10/2008,0,0,,,,,,,,,,,,,,,,,,16.5,17.7
+22/10/2008,0,0.2,,,,,,,,,,,,,,,,,,16.75,18.1
+23/10/2008,1.6,0.4,,,,,,,,,,,,,,,,,,16.85,18.55
+24/10/2008,0,0,,,,,,,,,,,,,,,,,,17.8,19.2
+25/10/2008,4.6,0,,,,,,,,,,,,,,,,,,17,19.4
+26/10/2008,0.2,0,,,,,,,,,,,,,,,,,,16,18.4
+27/10/2008,2,0.6,,,,,,,,,,,,,,,,,,15.35,17.85
+28/10/2008,32.6,56.4,,,,,,,,,,,,,,,,,,14.45,16.65
+29/10/2008,19.8,22.4,,,,,,,,,,,,,,,,,,16.95,18.85
+30/10/2008,36.2,12.8,,,,,,,,,,,,,,,,,,10.45,13.25
+31/10/2008,10,5.6,,,,,,,,,,,,,,,,,,12.65,15.25
+01/11/2008,8.4,10,,,,,,,,,,,,,,,,,,13.9,16.45
+02/11/2008,0.2,0.2,,,,,,,,,,,,,,,,,,15.7,17.25
+03/11/2008,0.4,0.8,,,,,,,,,,,,,,,,,,16.7,19.6
+04/11/2008,37.6,32.8,,,,,,,,,,,,,,,,,,16.25,18
+05/11/2008,0.2,0,,,,,,,,,,,,,,,,,,15.25,17.35
+06/11/2008,4.4,7.2,,,,,,,,,,,,,,,,,,13.55,15.9
+07/11/2008,3,0.4,,,,,,,,,,,,,,,,,,12.35,13.95
+08/11/2008,1.8,1.8,,,,,,,,,,,,,,,,,,12.65,14.35
+09/11/2008,0.2,0,,,,,,,,,,,,,,,,,,12.15,14.65
+10/11/2008,0.2,0.2,,,,,,,,,,,,,,,,,,12.5,14
+11/11/2008,0.2,0,,,,,,,,,,,,,,,,,,11.65,13.85
+12/11/2008,4.2,11.2,,,,,,,,,,,,,,,,,,9.5,11.85
+13/11/2008,13,27.2,,,,,,,,,,,,,,,,,,11,14.65
+14/11/2008,0,0,,,,,,,,,,,,,,,,,,11.8,14.8
+15/11/2008,0,0,,,,,,,,,,,,,,,,,,12.15,15.95
+16/11/2008,0.2,0.8,,,,,,,,,,,,,,,,,,12,15.05
+17/11/2008,0,0,,,,,,,,,,,,,,,,,,10.8,14.25
+18/11/2008,0,0,,,,,,,,,,,,,,,,,,9.65,11.8
+19/11/2008,0,0,,,,,,,,,,,,,,,,,,9.4,11.6
+20/11/2008,1.4,,,,,,,,,,,,,,,,,,,11.4,
+21/11/2008,9.2,11.6,,,,,,,,,,,,,,,,,,10.45,12
+22/11/2008,4.4,5,,,,,,,,,,,,,,,,,,6.65,10.1
+23/11/2008,0,0,,,,,,,,,,,,,,,,,,3,4.6
+24/11/2008,32.2,21,,,,,,,,,,,,,,,,,,5.1,7
+25/11/2008,22.4,11,,,,,,,,,,,,,,,,,,6.8,9.4
+26/11/2008,0.2,0.2,,,,,,,,,,,,,,,,,,6.5,9.35
+27/11/2008,0,0,,,,,,,,,,,,,,,,,,6.45,10.1
+28/11/2008,37,27,,,,,,,,,,,,,,,,,,8.7,11.7
+29/11/2008,8.8,15.6,,,,,,,,,,,,,,,,,,9.2,11.5
+30/11/2008,28.4,25.2,,,,,,,,,,,,,,,,,,9.65,12.55
+01/12/2008,6.2,4.8,,,,,,,,,,,,,,,,,,8.99,11.78
+02/12/2008,25.4,17.6,,,,,,,,,,,,,,,,,,6.07,8.75
+03/12/2008,0.4,0,,,,,,,,,,,,,,,,,,5.22,9.56
+04/12/2008,0.4,0.2,,,,,,,,,,,,,,,,,,3.94,9.12
+05/12/2008,46.6,43.4,,,,,,,,,,,,,,,,,,9.3,10.88
+06/12/2008,0.4,2.6,,,,,,,,,,,,,,,,,,8.35,10.98
+07/12/2008,0.2,0,,,,,,,,,,,,,,,,,,5.88,10.07
+08/12/2008,0.2,0,,,,,,,,,,,,,,,,,,4.67,7.76
+09/12/2008,1.8,0.2,,,,,,,,,,,,,,,,,,4.97,7.58
+10/12/2008,66.2,49.4,,,,,,,,,,,,,,,,,,8.48,10.75
+11/12/2008,72.6,61.6,,,,,,,,,,,,,,,,,,7.97,10.3
+12/12/2008,26.4,24.2,,,,,,,,,,,,,,,,,,4.52,7.06
+13/12/2008,2.4,2,,,,,,,,,,,,,,,,,,5.89,8.43
+14/12/2008,14,6.6,,,,,,,,,,,,,,,,,,6.67,9.92
+15/12/2008,100.2,69,,,,,,,,,,,,,,,,,,8.25,11.01
+16/12/2008,39.6,34.8,,,,,,,,,,,,,,,,,,8.25,10.94
+17/12/2008,6,0.6,,,,,,,,,,,,,,,,,,7.16,10.75
+18/12/2008,0.4,0.2,,,,,,,,,,,,,,,,,,5.06,8.53
+19/12/2008,0.2,0,,,,,,,,,,,,,,,,,,4.34,8.48
+20/12/2008,0.2,0,,,,,,,,,,,,,,,,,,6.05,9.4
+21/12/2008,0,0,,,,,,,,,,,,,,,,,,6.98,9.02
+22/12/2008,0.2,0,,,,,,,,,,,,,,,,,,7.66,9.5
+23/12/2008,0.2,0,,,,,,,,,,,,,,,,,,6.27,8.58
+24/12/2008,0.2,0,,,,,,,,,,,,,,,,,,7.06,8.32
+25/12/2008,2.2,1.4,,,,,,,,,,,,,,,,,,6.92,9.47
+26/12/2008,14,2.2,,,,,,,,,,,,,,,,,,4.9,8
+27/12/2008,0.2,0.2,,,,,,,,,,,,,,,,,,3.24,6.66
+28/12/2008,5.8,2.8,,,,,,,,,,,,,,,,,,2.32,5.39
+29/12/2008,0,0,,,,,,,,,,,,,,,,,,5.78,8.93
+30/12/2008,0.2,0,,,,,,,,,,,,,,,,,,4.58,8.19
+31/12/2008,0,0,,,,,,,,,,,,,,,,,,4.75,8.12
+01/01/2009,15,17.8,,,,,,,,,,,,,,,,,,7.64,9.8
+02/01/2009,13.4,9.2,,,,,,,,,,,,,,,,,,6.03,8.2
+03/01/2009,10.4,12.4,,,,,,,,,,,,,,,,,,5.02,7.68
+04/01/2009,0.2,0,,,,,,,,,,,,,,,,,,2.32,6.04
+05/01/2009,0.8,0,,,,,,,,,,,,,,,,,,1.74,5.2
+06/01/2009,0.8,1.8,,,,,,,,,,,,,,,,,,3.94,6.17
+07/01/2009,25,18.8,,,,,,,,,,,,,,,,,,4.35,7.82
+08/01/2009,10.8,17,,,,,,,,,,,,,,,,,,5.48,8.46
+09/01/2009,0,0,,,,,,,,,,,,,,,,,,6.42,9.48
+10/01/2009,0.2,0.4,,,,,,,,,,,,,,,,,,6.49,9.36
+11/01/2009,0,0,,,,,,,,,,,,,,,,,,7.02,10.8
+12/01/2009,3.2,6.2,,,,,,,,,,,,,,,,,,6.48,9.29
+13/01/2009,10.8,10.2,,,,,,,,,,,,,,,,,,6.55,9.08
+14/01/2009,8,5,,,,,,,,,,,,,,,,,,7.67,10.54
+15/01/2009,3.6,3.2,,,,,,,,,,,,,,,,,,5.93,8.55
+16/01/2009,0.2,0.2,,,,,,,,,,,,,,,,,,5.97,8.9
+17/01/2009,0.2,0,,,,,,,,,,,,,,,,,,5.71,8.34
+18/01/2009,0,0,,,,,,,,,,,,,,,,,,7.3,8.98
+19/01/2009,0.4,0.6,,,,,,,,,,,,,,,,,,8.45,10.42
+20/01/2009,0,0,,,,,,,,,,,,,,,,,,9.81,11.76
+21/01/2009,3.6,3.8,,,,,,,,,,,,,,,,,,7.7,10.34
+22/01/2009,0.2,0.2,,,,,,,,,,,,,,,,,,6.27,9.29
+23/01/2009,0.6,7.6,,,,,,,,,,,,,,,,,,5.77,9.31
+24/01/2009,15,20.6,,,,,,,,,,,,,,,,,,7.54,9.6
+25/01/2009,0.2,1.4,,,,,,,,,,,,,,,,,,4.87,8.2
+26/01/2009,14.8,24.6,,,,,,,,,,,,,,,,,,5.09,7.76
+27/01/2009,8.4,11.6,,,,,,,,,,,,,,,,,,3.81,6.65
+28/01/2009,0,0,,,,,,,,,,,,,,,,,,5.35,8.11
+29/01/2009,0,0,,,,,,,,,,,,,,,,,,4.66,7.6
+30/01/2009,0,0,,,,,,,,,,,,,,,,,,4.99,8.56
+31/01/2009,0,1,,,,,,,,,,,,,,,,,,4.84,7.78
+01/02/2009,1.8,2.4,,,,,,,,,,,,,,,,,,5.58,8.83
+02/02/2009,1.4,0.4,,,,,,,,,,,,,,,,,,8.85,12.03
+03/02/2009,11.6,10.4,,,,,,,,,,,,,,,,,,9.53,12
+04/02/2009,7.8,8.8,,,,,,,,,,,,,,,,,,7.87,10.34
+05/02/2009,0.6,2,,,,,,,,,,,,,,,,,,9.9,11.7
+06/02/2009,3.2,3.8,,,,,,,,,,,,,,,,,,9.28,11.54
+07/02/2009,27.8,17.6,,,,,,,,,,,,,,,,,,7.2,9.8
+08/02/2009,12.2,11.8,,,,,,,,,,,,,,,,,,4.68,7.25
+09/02/2009,0.2,0.2,,,,,,,,,,,,,,,,,,5.02,8.48
+10/02/2009,1.4,2,,,,,,,,,,,,,,,,,,7.27,9.04
+11/02/2009,3.6,10,,,,,,,,,,,,,,,,,,3.34,6.66
+12/02/2009,0.2,0,,,,,,,,,,,,,,,,,,2.03,6.17
+13/02/2009,0,0,,,,,,,,,,,,,,,,,,1.05,5.3
+14/02/2009,0,0,,,,,,,,,,,,,,,,,,0.43,4.01
+15/02/2009,0,0,,,,,,,,,,,,,,,,,,0.73,5.33
+16/02/2009,0,0,,,,,,,,,,,,,,,,,,1.44,4.58
+17/02/2009,0,0,,,,,,,,,,,,,,,,,,3.38,6.72
+18/02/2009,7,7.8,,,,,,,,,,,,,,,,,,0.41,4.05
+19/02/2009,0,0,,,,,,,,,,,,,,,,,,-0.59,3.67
+20/02/2009,0,0,,,,,,,,,,,,,,,,,,1.92,5.6
+21/02/2009,0,0,,,,,,,,,,,,,,,,,,4.35,6.47
+22/02/2009,0,0,,,,,,,,,,,,,,,,,,4.59,7.5
+23/02/2009,4.2,13.2,,,,,,,,,,,,,,,,,,5.42,7.52
+24/02/2009,6.4,6,,,,,,,,,,,,,,,,,,3.39,6.54
+25/02/2009,0,0,,,,,,,,,,,,,,,,,,4.48,8.08
+26/02/2009,0,0,,,,,,,,,,,,,,,,,,4.08,7.4
+27/02/2009,0.2,0,,,,,,,,,,,,,,,,,,6.31,8.91
+28/02/2009,0,0,,,,,,,,,,,,,,,,,,8.54,10.51
+01/03/2009,4.2,8.6,,,,,,,,,,,,,,,,,,6.68,9.17
+02/03/2009,11,9.8,,,,,,,,,,,,,,,,,,8.13,10.96
+03/03/2009,1.4,5,,,,,,,,,,,,,,,,,,8.07,10.88
+04/03/2009,19.6,36,,,,,,,,,,,,,,,,,,9.88,12.1
+05/03/2009,22.4,22.8,,,,,,,,,,,,,,,,,,6.17,8.82
+06/03/2009,,0.8,,,,,,,,,,,,,,,,,,5.55,9.1
+07/03/2009,0,0,,,,,,,,,,,,,,,,,,7.74,11.24
+08/03/2009,0,0,,,,,,,,,,,,,,,,,,9.04,12.02
+09/03/2009,0.2,0.6,,,,,,,,,,,,,,,,,,9.45,11.99
+10/03/2009,2.4,3.4,,,,,,,,,,,,,,,,,,8.59,11.42
+11/03/2009,4.8,6,,,,,,,,,,,,,,,,,,8.2,10.79
+12/03/2009,0,0,,,,,,,,,,,,,,,,,,6.9,10.24
+13/03/2009,0,0,,,,,,,,,,,,,,,,,,7.2,9.99
+14/03/2009,0,0,,,,,,,,,,,,,,,,,,9.3,10.79
+15/03/2009,0,0,,,,,,,,,,,,,,,,,,8.78,10.67
+16/03/2009,0,0,,,,,,,,,,,,,,,,,,10.61,13.03
+17/03/2009,0,0,,,,,,,,,,,,,,,,,,9.97,12.78
+18/03/2009,0,0,,,,,,,,,,,,,,,,,,9.85,11.52
+19/03/2009,7.8,5.4,,,,,,,,,,,,,,,,,,8.44,11.02
+20/03/2009,0.6,0,,,,,,,,,,,,,,,,,,4.39,7.48
+21/03/2009,0,0,,,,,,,,,,,,,,,,,,2.58,6.5
+22/03/2009,0,0,,,,,,,,,,,,,,,,,,4.57,8.82
+23/03/2009,0,0,,,,,,,,,,,,,,,,,,7.67,10.2
+24/03/2009,3,0,,,,,,,,,,,,,,,,,,7.48,9.7
+25/03/2009,1.8,3.2,,,,,,,,,,,,,,,,,,5.85,9.38
+26/03/2009,0.6,3.2,,,,,,,,,,,,,,,,,,8.05,10.91
+27/03/2009,0,0,,,,,,,,,,,,,,,,,,8.47,10.61
+28/03/2009,4.2,5.4,,,,,,,,,,,,,,,,,,11.85,14.24
+29/03/2009,6.4,13.2,,,,,,,,,,,,,,,,,,12.98,14.85
+30/03/2009,0,0,,,,,,,,,,,,,,,,,,14.49,15.98
+31/03/2009,5.4,3.6,,,,,,,,,,,,,,,,,,13.56,16.24
+01/04/2009,7,9.8,,,,,,,,,,,,,,,,,,11.11,13.8
+02/04/2009,0.2,0,,,,,,,,,,,,,,,,,,9.93,12.14
+03/04/2009,0,0.6,,,,,,,,,,,,,,,,,,11.3,14.02
+04/04/2009,3.6,0.2,,,,,,,,,,,,,,,,,,10.89,14.03
+05/04/2009,0.2,0,,,,,,,,,,,,,,,,,,12.29,14.93
+06/04/2009,0,0,,,,,,,,,,,,,,,,,,12.99,15.62
+07/04/2009,0,0.2,,,,,,,,,,,,,,,,,,11.4,13.99
+08/04/2009,0.4,0,,,,,,,,,,,,,,,,,,12.83,15.5
+09/04/2009,0.2,3,,,,,,,,,,,,,,,,,,14.12,16.17
+10/04/2009,0,0,,,,,,,,,,,,,,,,,,13.15,15.71
+11/04/2009,0,0,,,,,,,,,,,,,,,,,,13.5,15.85
+12/04/2009,0,0,,,,,,,,,,,,,,,,,,13.82,16.83
+13/04/2009,0,0,,,,,,,,,,,,,,,,,,12.78,15.52
+14/04/2009,0,0,,,,,,,,,,,,,,,,,,11.75,13.56
+15/04/2009,0,0,,,,,,,,,,,,,,,,,,14.11,16.11
+16/04/2009,0.2,1.2,,,,,,,,,,,,,,,,,,14.15,15.6
+17/04/2009,0.2,3.2,,,,,,,,,,,,,,,,,,12.04,14.86
+18/04/2009,0.2,0.2,,,,,,,,,,,,,,,,,,11.86,15.03
+19/04/2009,12.4,13.8,,,,,,,,,,,,,,,,,,9.58,12.01
+20/04/2009,0.2,0.8,,,,,,,,,,,,,,,,,,11.19,13.5
+21/04/2009,2.4,1.2,,,,,,,,,,,,,,,,,,12.8,14.95
+22/04/2009,0.8,0,,,,,,,,,,,,,,,,,,13.85,15.79
+23/04/2009,3.8,19,,,,,,,,,,,,,,,,,,13.35,15.25
+24/04/2009,7,0,,,,,,,,,,,,,,,,,,11.48,15.47
+25/04/2009,0,0,,,,,,,,,,,,,,,,,,13.66,16.19
+26/04/2009,0.2,0,,,,,,,,,,,,,,,,,,15.26,17.9
+27/04/2009,34.8,22.8,,,,,,,,,,,,,,,,,,14.3,16.92
+28/04/2009,52.2,47.6,,,,,,,,,,,,,,,,,,9.49,12.32
+29/04/2009,0.2,0,,,,,,,,,,,,,,,,,,12.14,14.42
+30/04/2009,0.2,0.2,,,,,,,,,,,,,,,,,,10.29,13.2
+01/05/2009,0,0,,,,,,,,,,,,,,,,,,13.01,15.86
+02/05/2009,0,0,,,,,,,,,,,,,,,,,,15.23,17.25
+03/05/2009,0.8,0.2,,,,,,,,,,,,,,,,,,12.39,14.93
+04/05/2009,0,0,,,,,,,,,,,,,,,,,,13.7,16.7
+05/05/2009,1.2,16,,,,,,,,,,,,,,,,,,12.65,14.68
+06/05/2009,0.2,0,,,,,,,,,,,,,,,,,,13.89,16.05
+07/05/2009,0,0,,,,,,,,,,,,,,,,,,15.67,17.73
+08/05/2009,0,0,,,,,,,,,,,,,,,,,,15.37,17.63
+09/05/2009,0,0,,,,,,,,,,,,,,,,,,16.28,18.18
+10/05/2009,0,0,,,,,,,,,,,,,,,,,,17.95,19.63
+11/05/2009,0,0,,,,,,,,,,,,,,,,,,17.82,20.42
+12/05/2009,0,0,,,,,,,,,,,,,,,,,,18.41,20.24
+13/05/2009,0,0,,,,,,,,,,,,,,,,,,19.45,20.53
+14/05/2009,0,0,,,,,,,,,,,,,,,,,,18.5,20.59
+15/05/2009,0.2,0.4,,,,,,,,,,,,,,,,,,17.17,20.4
+16/05/2009,1.2,2.6,,,,,,,,,,,,,,,,,,20.42,22.94
+17/05/2009,0,0,,,,,,,,,,,,,,,,,,20.87,23.34
+18/05/2009,0,0,,,,,,,,,,,,,,,,,,20.5,23.09
+19/05/2009,0,0,,,,,,,,,,,,,,,,,,21.26,23.8
+20/05/2009,0,0,,,,,,,,,,,,,,,,,,22.33,24.63
+21/05/2009,0,0,,,,,,,,,,,,,,,,,,21.63,24.03
+22/05/2009,0,0,,,,,,,,,,,,,,,,,,22,23.55
+23/05/2009,0,0,,,,,,,,,,,,,,,,,,22.23,23.57
+24/05/2009,0,0,,,,,,,,,,,,,,,,,,23.03,24.46
+25/05/2009,0,0,,,,,,,,,,,,,,,,,,24.12,25.9
+26/05/2009,0,0,,,,,,,,,,,,,,,,,,23.36,25.35
+27/05/2009,0,0,,,,,,,,,,,,,,,,,,20.36,21.95
+28/05/2009,11.6,0,,,,,,,,,,,,,,,,,,17.75,20.94
+29/05/2009,1,0,,,,,,,,,,,,,,,,,,18.01,20.71
+30/05/2009,0.4,1.8,,,,,,,,,,,,,,,,,,15.64,18.24
+31/05/2009,2,4.2,,,,,,,,,,,,,,,,,,17.04,19.18
+01/06/2009,20,58,,,,,,,,,,,,,,,,,,14.59,16.95
+02/06/2009,0.4,1.6,,,,,,,,,,,,,,,,,,15.75,18.16
+03/06/2009,0,0,,,,,,,,,,,,,,,,,,17.6,21.32
+04/06/2009,0,,,,,,,,,,,,,,,,,,,18.2,
+05/06/2009,0,,,,,,,,,,,,,,,,,,,19.17,
+06/06/2009,1.2,,,,,,,,,,,,,,,,,,,19.17,
+07/06/2009,0.2,,,,,,,,,,,,,,,,,,,17.89,
+08/06/2009,0.2,,,,,,,,,,,,,,,,,,,18.13,
+09/06/2009,0,,,,,,,,,,,,,,,,,,,19.32,
+10/06/2009,0,,,,,,,,,,,,,,,,,,,20.59,
+11/06/2009,0,,,,,,,,,,,,,,,,,,,19.89,
+12/06/2009,0,,,,,,,,,,,,,,,,,,,21.15,
+13/06/2009,0,0,,,,,,,,,,,,,,,,,,21.53,23.13
+14/06/2009,0,0,,,,,,,,,,,,,,,,,,22.88,24.95
+15/06/2009,0,0,,,,,,,,,,,,,,,,,,23.55,25.66
+16/06/2009,0,0,,,,,,,,,,,,,,,,,,22.91,25.59
+17/06/2009,0,0,,,,,,,,,,,,,,,,,,24.19,26.42
+18/06/2009,0,0,,,,,,,,,,,,,,,,,,23.79,25.84
+19/06/2009,0,0,,,,,,,,,,,,,,,,,,23.42,25.25
+20/06/2009,0.2,0.2,,,,,,,,,,,,,,,,,,20.52,22.22
+21/06/2009,24.6,5.2,,,,,,,,,,,,,,,,,,15.97,19.12
+22/06/2009,0,0.2,,,,,,,,,,,,,,,,,,16,19.58
+23/06/2009,0,1.6,,,,,,,,,,,,,,,,,,14.83,17.83
+24/06/2009,0,0,,,,,,,,,,,,,,,,,,16.91,20.1
+25/06/2009,0,0,,,,,,,,,,,,,,,,,,19.11,21.75
+26/06/2009,0,0,,,,,,,,,,,,,,,,,,19.52,21.68
+27/06/2009,1.4,0,,,,,,,,,,,,,,,,,,19.27,21.7
+28/06/2009,1,1.8,,,,,,,,,,,,,,,,,,19.95,22.22
+29/06/2009,13.6,20.6,,,,,,,,,,,,,,,,,,19.24,20.41
+30/06/2009,1.2,6.6,,,,,,,,,,,,,,,,,,20.23,22
+01/07/2009,6,23,,,,,,,,,,,,,,,,,,19.56,21.23
+02/07/2009,8.4,,,,,,,,,,,,,,,,,,,20.02,
+03/07/2009,0.2,0,,,,,,,,,,,,,,,,,,21.35,25.68
+04/07/2009,0,0,,,,,,,,,,,,,,,,,,22.57,24.89
+05/07/2009,0,0,,,,,,,,,,,,,,,,,,22.31,24.61
+06/07/2009,0.2,0,,,,,,,,,,,,,,,,,,22.29,24.8
+07/07/2009,0,0,,,,,,,,,,,,,,,,,,23.49,25.54
+08/07/2009,0,0,,,,,,,,,,,,,,,,,,22.03,24.37
+09/07/2009,0.2,0,,,,,,,,,,,,,,,,,,20.28,22.08
+10/07/2009,0.2,0,,,,,,,,,,,,,,,,,,19.15,21.45
+11/07/2009,0,0,,,,,,,,,,,,,,,,,,19.97,22.38
+12/07/2009,0,0,,,,,,,,,,,,,,,,,,20.5,22.84
+13/07/2009,0,0,,,,,,,,,,,,,,,,,,22.06,24.15
+14/07/2009,0,0,,,,,,,,,,,,,,,,,,24.22,25.88
+15/07/2009,0,0,,,,,,,,,,,,,,,,,,25.34,26.41
+16/07/2009,0,0,,,,,,,,,,,,,,,,,,26.17,27.93
+17/07/2009,0,0,,,,,,,,,,,,,,,,,,25.5,26.63
+18/07/2009,0,1.2,,,,,,,,,,,,,,,,,,19.62,22.26
+19/07/2009,0,0,,,,,,,,,,,,,,,,,,20.13,21.8
+20/07/2009,0,0,,,,,,,,,,,,,,,,,,20.75,22.64
+21/07/2009,0,0,,,,,,,,,,,,,,,,,,23.11,24.8
+22/07/2009,0,0,,,,,,,,,,,,,,,,,,25.18,26.43
+23/07/2009,0,0,,,,,,,,,,,,,,,,,,27.57,27.07
+24/07/2009,0,0,,,,,,,,,,,,,,,,,,28.95,27.78
+25/07/2009,0,0,,,,,,,,,,,,,,,,,,25.04,26.83
+26/07/2009,0,0,,,,,,,,,,,,,,,,,,24.37,25.93
+27/07/2009,0,0,,,,,,,,,,,,,,,,,,24.08,25.93
+28/07/2009,0,0,,,,,,,,,,,,,,,,,,24.28,25.93
+29/07/2009,0,0,,,,,,,,,,,,,,,,,,25.13,26.49
+30/07/2009,0,0,,,,,,,,,,,,,,,,,,25.84,27.56
+31/07/2009,0,0,,,,,,,,,,,,,,,,,,25,25.99
+01/08/2009,0,0,,,,,,,,,,,,,,,,,,23.92,25.33
+02/08/2009,0,0,,,,,,,,,,,,,,,,,,24.68,25.9
+03/08/2009,0,0,,,,,,,,,,,,,,,,,,22.88,24.19
+04/08/2009,0.4,0.2,,,,,,,,,,,,,,,,,,20.06,22.76
+05/08/2009,0,0,,,,,,,,,,,,,,,,,,22.2,24.34
+06/08/2009,0,0,,,,,,,,,,,,,,,,,,22.85,25.02
+07/08/2009,0,0,,,,,,,,,,,,,,,,,,23.66,25.13
+08/08/2009,0,0,,,,,,,,,,,,,,,,,,24.06,25.74
+09/08/2009,0,0,,,,,,,,,,,,,,,,,,23.58,24.8
+10/08/2009,0,0,,,,,,,,,,,,,,,,,,23.25,24.71
+11/08/2009,0,0,,,,,,,,,,,,,,,,,,23.1,25.62
+12/08/2009,0,0,,,,,,,,,,,,,,,,,,23.63,25.77
+13/08/2009,0,0,,,,,,,,,,,,,,,,,,24.06,26.33
+14/08/2009,0,0,,,,,,,,,,,,,,,,,,23.67,25.73
+15/08/2009,0,0,,,,,,,,,,,,,,,,,,25.02,27
+16/08/2009,0,0,,,,,,,,,,,,,,,,,,25.9,27.97
+17/08/2009,0,0,,,,,,,,,,,,,,,,,,26,28.53
+18/08/2009,0,0,,,,,,,,,,,,,,,,,,26.15,27.9
+19/08/2009,0,0,,,,,,,,,,,,,,,,,,26.73,28.7
+20/08/2009,0,0,,,,,,,,,,,,,,,,,,26.76,28.64
+21/08/2009,0,0,,,,,,,,,,,,,,,,,,26.19,27.8
+22/08/2009,0,0,,,,,,,,,,,,,,,,,,26.62,29.62
+23/08/2009,0,0,,,,,,,,,,,,,,,,,,25.65,26.89
+24/08/2009,0,0,,,,,,,,,,,,,,,,,,24.52,26.29
+25/08/2009,0,0,,,,,,,,,,,,,,,,,,24.16,25.53
+26/08/2009,0,0,,,,,,,,,,,,,,,,,,25.03,26.38
+27/08/2009,0,0,,,,,,,,,,,,,,,,,,25.04,26.39
+28/08/2009,0,0,,,,,,,,,,,,,,,,,,24.1,26.3
+29/08/2009,0,0,,,,,,,,,,,,,,,,,,22.59,25.12
+30/08/2009,1.4,10.8,,,,,,,,,,,,,,,,,,22.42,24.81
+31/08/2009,0,0,,,,,,,,,,,,,,,,,,22.72,25
+01/09/2009,0,0,,,,,,,,,,,,,,,,,,23.36,25.46
+02/09/2009,0.2,0,,,,,,,,,,,,,,,,,,22.85,24.58
+03/09/2009,0.2,0,,,,,,,,,,,,,,,,,,22.72,24.63
+04/09/2009,5,0,,,,,,,,,,,,,,,,,,22.29,24.45
+05/09/2009,0,0,,,,,,,,,,,,,,,,,,22.06,23.65
+06/09/2009,0,1.6,,,,,,,,,,,,,,,,,,20.31,21.88
+07/09/2009,0,0,,,,,,,,,,,,,,,,,,19.5,21.74
+08/09/2009,0,0,,,,,,,,,,,,,,,,,,19.56,21.99
+09/09/2009,0,0,,,,,,,,,,,,,,,,,,18.11,21
+10/09/2009,0,0,,,,,,,,,,,,,,,,,,19.18,21.42
+11/09/2009,0.2,0,,,,,,,,,,,,,,,,,,19.92,23
+12/09/2009,0.4,0,,,,,,,,,,,,,,,,,,19.42,22.11
+13/09/2009,12.8,33.2,,,,,,,,,,,,,,,,,,17.42,19.07
+14/09/2009,2,10.8,,,,,,,,,,,,,,,,,,17.65,19.82
+15/09/2009,34,24.6,,,,,,,,,,,,,,,,,,17.69,20.21
+16/09/2009,17.6,22.6,,,,,,,,,,,,,,,,,,17.87,20.08
+17/09/2009,13.2,0.8,,,,,,,,,,,,,,,,,,17.93,20.36
+18/09/2009,0.4,0,,,,,,,,,,,,,,,,,,18.58,20.99
+19/09/2009,10.6,8.2,,,,,,,,,,,,,,,,,,18.79,21.23
+20/09/2009,1,1.8,,,,,,,,,,,,,,,,,,17.03,19.63
+21/09/2009,0.6,2.2,,,,,,,,,,,,,,,,,,17,19.14
+22/09/2009,9.6,4.4,,,,,,,,,,,,,,,,,,18.32,20.46
+23/09/2009,0,0,,,,,,,,,,,,,,,,,,19.02,21.52
+24/09/2009,0,0,,,,,,,,,,,,,,,,,,18.29,20.58
+25/09/2009,0,0,,,,,,,,,,,,,,,,,,19.72,21.29
+26/09/2009,0,0,,,,,,,,,,,,,,,,,,20.03,22.2
+27/09/2009,0,0,,,,,,,,,,,,,,,,,,19.8,21.96
+28/09/2009,0,0,,,,,,,,,,,,,,,,,,18.42,20.79
+29/09/2009,0,0,,,,,,,,,,,,,,,,,,18.29,20.36
+30/09/2009,0,0,,,,,,,,,,,,,,,,,,17.64,19.54
+01/10/2009,0,0,,,,,,,,,,,,,,,,,,17.33,19.22
+02/10/2009,7.2,0.6,,,,,,,,,,,,,,,,,,17.29,19.53
+03/10/2009,0,0.4,,,,,,,,,,,,,,,,,,16.35,18.6
+04/10/2009,0.4,0.2,,,,,,,,,,,,,,,,,,16.29,18.68
+05/10/2009,0.4,0,,,,,,,,,,,,,,,,,,16.54,18.22
+06/10/2009,0.4,0,,,,,,,,,,,,,,,,,,16.54,18.83
+07/10/2009,0.4,0.2,,,,,,,,,,,,,,,,,,17.8,19.57
+08/10/2009,0.2,0,,,,,,,,,,,,,,,,,,18.04,19.47
+09/10/2009,0.2,0.2,,,,,,,,,,,,,,,,,,18.06,19.82
+10/10/2009,17.6,16.2,,,,,,,,,,,,,,,,,,16.77,19.11
+11/10/2009,7.2,3,,,,,,,,,,,,,,,,,,16.69,18.33
+12/10/2009,10.4,5.6,,,,,,,,,,,,,,,,,,12.7,16.11
+13/10/2009,0,0,,,,,,,,,,,,,,,,,,10.04,13.54
+14/10/2009,0,0.2,,,,,,,,,,,,,,,,,,9.25,11.57
+15/10/2009,0,0,,,,,,,,,,,,,,,,,,7.27,10.91
+16/10/2009,0,0,,,,,,,,,,,,,,,,,,7.82,11.43
+17/10/2009,0.2,0,,,,,,,,,,,,,,,,,,7.55,10.47
+18/10/2009,1.6,0,,,,,,,,,,,,,,,,,,7.85,11.1
+19/10/2009,0,0,,,,,,,,,,,,,,,,,,7.6,10.97
+20/10/2009,0,0,,,,,,,,,,,,,,,,,,7.57,10.29
+21/10/2009,0.2,0,,,,,,,,,,,,,,,,,,13.51,17.13
+22/10/2009,28.6,0,,,,,,,,,,,,,,,,,,13.92,16.28
+23/10/2009,34,10,,,,,,,,,,,,,,,,,,13.08,15.27
+24/10/2009,0.2,0.2,,,,,,,,,,,,,,,,,,12.13,16.31
+25/10/2009,0,0,,,,,,,,,,,,,,,,,,15.05,18.87
+26/10/2009,0.2,0,,,,,,,,,,,,,,,,,,13.96,16.78
+27/10/2009,0.2,0,,,,,,,,,,,,,,,,,,14.15,16.58
+28/10/2009,0.6,0,,,,,,,,,,,,,,,,,,12.32,15.55
+29/10/2009,0.4,0.2,,,,,,,,,,,,,,,,,,11.59,14.07
+30/10/2009,0.2,0,,,,,,,,,,,,,,,,,,11.64,14.39
+31/10/2009,0.2,0,,,,,,,,,,,,,,,,,,9.42,13
+01/11/2009,0.2,0,,,,,,,,,,,,,,,,,,8.56,11.25
+02/11/2009,23.4,54,,,,,,,,,,,,,,,,,,9.71,12.32
+03/11/2009,10.4,15.2,,,,,,,,,,,,,,,,,,7.46,12.1
+04/11/2009,6.4,8.4,,,,,,,,,,,,,,,,,,10.95,11.94
+05/11/2009,0.2,0.2,,,,,,,,,,,,,,,,,,11.24,13.25
+06/11/2009,17.6,18.2,,,,,,,,,,,,,,,,,,8.13,11.4
+07/11/2009,0.6,0,,,,,,,,,,,,,,,,,,8.01,10.97
+08/11/2009,52.6,47.4,,,,,,,,,,,,,,,,,,7.71,10.66
+09/11/2009,12.6,16.4,,,,,,,,,,,,,,,,,,7.47,10.53
+10/11/2009,0,0,,,,,,,,,,,,,,,,,,8.06,10.99
+11/11/2009,0.4,0,,,,,,,,,,,,,,,,,,7.66,10.94
+12/11/2009,0.6,0,,,,,,,,,,,,,,,,,,8.6,10.85
+13/11/2009,0.4,0.2,,,,,,,,,,,,,,,,,,10.32,12.66
+14/11/2009,0.4,0.2,,,,,,,,,,,,,,,,,,10.82,13.18
+15/11/2009,0,0,,,,,,,,,,,,,,,,,,12.76,15.1
+16/11/2009,0,0,,,,,,,,,,,,,,,,,,13.27,15.22
+17/11/2009,0,0,,,,,,,,,,,,,,,,,,14.29,14.95
+18/11/2009,0,0,,,,,,,,,,,,,,,,,,14.48,15.32
+19/11/2009,0,0,,,,,,,,,,,,,,,,,,14.89,16.32
+20/11/2009,0,0,,,,,,,,,,,,,,,,,,14.67,16.14
+21/11/2009,0,0,,,,,,,,,,,,,,,,,,12.07,14.23
+22/11/2009,0.2,0.2,,,,,,,,,,,,,,,,,,10.33,11.99
+23/11/2009,0.2,0,,,,,,,,,,,,,,,,,,10.41,13.1
+24/11/2009,0.2,0,,,,,,,,,,,,,,,,,,10.55,13.33
+25/11/2009,0.2,0.2,,,,,,,,,,,,,,,,,,9.8,12.36
+26/11/2009,0.2,0.2,,,,,,,,,,,,,,,,,,9.88,12.5
+27/11/2009,0,0,,,,,,,,,,,,,,,,,,10.98,13.6
+28/11/2009,2.4,1.8,,,,,,,,,,,,,,,,,,9.9,13.3
+29/11/2009,0.2,0.4,,,,,,,,,,,,,,,,,,10.45,12.61
+30/11/2009,26.8,23.2,,,,,,,,,,,,,,,,,,11.4,13.99
+01/12/2009,7.4,6.8,,,,,,,,,,,,,,,,,,6.44,9.67
+02/12/2009,0.2,0,,,,,,,,,,,,,,,,,,5.41,10.21
+03/12/2009,0.2,0.6,,,,,,,,,,,,,,,,,,5.55,8.9
+04/12/2009,34.2,39.8,,,,,,,,,,,,,,,,,,6.89,10.2
+05/12/2009,0.2,0,,,,,,,,,,,,,,,,,,7,10.6
+06/12/2009,0.4,0.2,,,,,,,,,,,,,,,,,,7.3,10.49
+07/12/2009,0.2,0,,,,,,,,,,,,,,,,,,8.48,11.5
+08/12/2009,0.4,1.6,,,,,,,,,,,,,,,,,,9.87,11.92
+09/12/2009,0.2,0,,,,,,,,,,,,,,,,,,5.86,11.13
+10/12/2009,0,0,,,,,,,,,,,,,,,,,,5.93,11.52
+11/12/2009,0,0,,,,,,,,,,,,,,,,,,5.09,8.46
+12/12/2009,1,0.6,,,,,,,,,,,,,,,,,,4.9,9.18
+13/12/2009,9.6,9.4,,,,,,,,,,,,,,,,,,4.3,7.69
+14/12/2009,7.8,11.4,,,,,,,,,,,,,,,,,,5.6,8.5
+15/12/2009,0.4,0.8,,,,,,,,,,,,,,,,,,5.04,10.13
+16/12/2009,0,0,,,,,,,,,,,,,,,,,,2.91,7.55
+17/12/2009,12,22,,,,,,,,,,,,,,,,,,3.71,6.33
+18/12/2009,0.8,0.4,,,,,,,,,,,,,,,,,,0.81,5.42
+19/12/2009,3.8,2.4,,,,,,,,,,,,,,,,,,1.6,4.9
+20/12/2009,0,0,,,,,,,,,,,,,,,,,,-1.61,3.27
+21/12/2009,25,30.4,,,,,,,,,,,,,,,,,,2.8,6.15
+22/12/2009,17.4,58.4,,,,,,,,,,,,,,,,,,10.45,12.33
+23/12/2009,3.2,3,,,,,,,,,,,,,,,,,,12.28,14.16
+24/12/2009,3.6,4.6,,,,,,,,,,,,,,,,,,13.79,15.07
+25/12/2009,3.2,6,,,,,,,,,,,,,,,,,,12.59,14.28
+26/12/2009,13,20.4,,,,,,,,,,,,,,,,,,7.66,9.9
+27/12/2009,0.6,0.6,,,,,,,,,,,,,,,,,,5.7,10.08
+28/12/2009,0.8,0,,,,,,,,,,,,,,,,,,6.63,9.24
+29/12/2009,9.4,22.6,,,,,,,,,,,,,,,,,,9.28,11.4
+30/12/2009,0,0,,,,,,,,,,,,,,,,,,13.11,13.8
+31/12/2009,12.2,13.8,,,,,,,,,,,,,,,,,,12.12,14.07
+01/01/2010,19.4,38.6,,,,,,,,,,,,,,,,,,7.72,10.36
+02/01/2010,5.2,8.2,,,,,,,,,,,,,,,,,,6.26,10.11
+03/01/2010,0.6,0,,,,,,,,,,,,,,,,,,1.34,6.27
+04/01/2010,1.4,8.6,,,,,,,,,,,,,,,,,,2.43,5.97
+05/01/2010,8.2,6.6,,,,,,,,,,,,,,,,,,8.36,11.14
+06/01/2010,16,9.4,,,,,,,,,,,,,,,,,,8.19,11.19
+07/01/2010,1.4,4.2,,,,,,,,,,,,,,,,,,7.81,10.39
+08/01/2010,32.4,13,,,,,,,,,,,,,,,,,,9.48,12.46
+09/01/2010,33.8,24,,,,,,,,,,,,,,,,,,4.78,7.38
+10/01/2010,11.2,12.8,,,,,,,,,,,,,,,,,,3.02,5.62
+11/01/2010,5.8,6.4,,,,,,,,,,,,,,,,,,2.84,5.65
+12/01/2010,0.4,0,,,,,,,,,,,,,,,,,,2.48,5.88
+13/01/2010,0.4,0.6,,,,,,,,,,,,,,,,,,3.38,6.56
+14/01/2010,0,0,,,,,,,,,,,,,,,,,,4.79,7.37
+15/01/2010,0,0,,,,,,,,,,,,,,,,,,5.36,8.74
+16/01/2010,0,0,,,,,,,,,,,,,,,,,,4.78,8.45
+17/01/2010,0.4,0.4,,,,,,,,,,,,,,,,,,5.57,8.25
+18/01/2010,0,0,,,,,,,,,,,,,,,,,,5.11,8.42
+19/01/2010,0,0,,,,,,,,,,,,,,,,,,3.81,7.07
+20/01/2010,0,0,,,,,,,,,,,,,,,,,,3.7,6.6
+21/01/2010,0,0,,,,,,,,,,,,,,,,,,4.62,8.5
+22/01/2010,0,0,,,,,,,,,,,,,,,,,,2.5,6.56
+23/01/2010,0,0,,,,,,,,,,,,,,,,,,1.42,5.31
+24/01/2010,0,0,,,,,,,,,,,,,,,,,,2.98,5.92
+25/01/2010,5,11,,,,,,,,,,,,,,,,,,1.7,5.08
+26/01/2010,18.4,23,,,,,,,,,,,,,,,,,,3.87,6.99
+27/01/2010,0.2,0.4,,,,,,,,,,,,,,,,,,5.62,9.24
+28/01/2010,3.6,4.6,,,,,,,,,,,,,,,,,,3.68,6.75
+29/01/2010,8,4.8,,,,,,,,,,,,,,,,,,4.28,7.25
+30/01/2010,20.8,19.2,,,,,,,,,,,,,,,,,,5.32,7.67
+31/01/2010,4.8,4,,,,,,,,,,,,,,,,,,1.38,5.32
+01/02/2010,1.4,0.4,,,,,,,,,,,,,,,,,,-0.76,3.74
+02/02/2010,1,0,,,,,,,,,,,,,,,,,,0.05,4.47
+03/02/2010,2.2,1.4,,,,,,,,,,,,,,,,,,4.03,6.3
+04/02/2010,0.2,0,,,,,,,,,,,,,,,,,,5.72,8.1
+05/02/2010,8.8,15,,,,,,,,,,,,,,,,,,6.85,9.44
+06/02/2010,14.4,16.8,,,,,,,,,,,,,,,,,,3.84,7.78
+07/02/2010,0.2,0.4,,,,,,,,,,,,,,,,,,3.42,7.75
+08/02/2010,0,4,,,,,,,,,,,,,,,,,,2.55,5.69
+09/02/2010,17,8.4,,,,,,,,,,,,,,,,,,3.25,6.55
+10/02/2010,13.4,18.2,,,,,,,,,,,,,,,,,,4.26,7.31
+11/02/2010,1.6,0.8,,,,,,,,,,,,,,,,,,2.19,4.93
+12/02/2010,1,7,,,,,,,,,,,,,,,,,,-0.32,2.38
+13/02/2010,10.8,10.6,,,,,,,,,,,,,,,,,,2.36,5.97
+14/02/2010,0.4,0.2,,,,,,,,,,,,,,,,,,3.45,6.35
+15/02/2010,0,1.4,,,,,,,,,,,,,,,,,,4.38,6.87
+16/02/2010,17.6,23.2,,,,,,,,,,,,,,,,,,4.66,7.31
+17/02/2010,7.2,12,,,,,,,,,,,,,,,,,,8.42,10.52
+18/02/2010,14.8,10,,,,,,,,,,,,,,,,,,9.35,12.16
+19/02/2010,22.4,24.2,,,,,,,,,,,,,,,,,,10.1,12.69
+20/02/2010,9.6,28.8,,,,,,,,,,,,,,,,,,6.36,9.19
+21/02/2010,0,0.2,,,,,,,,,,,,,,,,,,6.78,9.73
+22/02/2010,28.6,37.4,,,,,,,,,,,,,,,,,,8.52,10.89
+23/02/2010,5.6,15.8,,,,,,,,,,,,,,,,,,10.61,12.93
+24/02/2010,6.6,4.6,,,,,,,,,,,,,,,,,,9.77,11.89
+25/02/2010,0,0,,,,,,,,,,,,,,,,,,9.32,12.19
+26/02/2010,0.6,0.2,,,,,,,,,,,,,,,,,,9.52,11.65
+27/02/2010,0,0,,,,,,,,,,,,,,,,,,9.43,12.42
+28/02/2010,0,0,,,,,,,,,,,,,,,,,,11.98,13.62
+01/03/2010,2.4,4.4,,,,,,,,,,,,,,,,,,10.71,12.78
+02/03/2010,0,0,,,,,,,,,,,,,,,,,,9.8,11.95
+03/03/2010,4.8,3.4,,,,,,,,,,,,,,,,,,10.38,12.85
+04/03/2010,20.6,26.6,,,,,,,,,,,,,,,,,,8.06,11.33
+05/03/2010,2.8,2.4,,,,,,,,,,,,,,,,,,4.03,7.25
+06/03/2010,0.2,0,,,,,,,,,,,,,,,,,,2.5,5.98
+07/03/2010,0,0,,,,,,,,,,,,,,,,,,4.82,7.95
+08/03/2010,0,0,,,,,,,,,,,,,,,,,,5.29,8.15
+09/03/2010,90.8,42.6,,,,,,,,,,,,,,,,,,2,5.03
+10/03/2010,8.4,5.8,,,,,,,,,,,,,,,,,,4.32,7.4
+11/03/2010,16,14,,,,,,,,,,,,,,,,,,2.18,4.73
+12/03/2010,0.6,0.2,,,,,,,,,,,,,,,,,,3.22,5.49
+13/03/2010,0,0,,,,,,,,,,,,,,,,,,5.57,7.84
+14/03/2010,0,0,,,,,,,,,,,,,,,,,,5.31,7.57
+15/03/2010,0,0,,,,,,,,,,,,,,,,,,6.03,8.2
+16/03/2010,0.2,0.2,,,,,,,,,,,,,,,,,,6.61,9.72
+17/03/2010,0.2,0,,,,,,,,,,,,,,,,,,8.25,10.35
+18/03/2010,0,0,,,,,,,,,,,,,,,,,,7.55,9.52
+19/03/2010,0,0,,,,,,,,,,,,,,,,,,8.52,10.43
+20/03/2010,0,0,,,,,,,,,,,,,,,,,,10.5,12.01
+21/03/2010,0,0,,,,,,,,,,,,,,,,,,12.42,13.65
+22/03/2010,0.2,0,,,,,,,,,,,,,,,,,,13.18,16.13
+23/03/2010,0.6,2.2,,,,,,,,,,,,,,,,,,11.35,13.54
+24/03/2010,0,0,,,,,,,,,,,,,,,,,,11.49,13.62
+25/03/2010,0,0,,,,,,,,,,,,,,,,,,11.8,12.65
+26/03/2010,0,0,,,,,,,,,,,,,,,,,,13.44,14.59
+27/03/2010,0,0.2,,,,,,,,,,,,,,,,,,9.1,11.74
+28/03/2010,0,0,,,,,,,,,,,,,,,,,,10.6,13.8
+29/03/2010,0,0,,,,,,,,,,,,,,,,,,10.84,12.42
+30/03/2010,0,0.6,,,,,,,,,,,,,,,,,,11.89,14.01
+31/03/2010,0,0.2,,,,,,,,,,,,,,,,,,9.77,12.29
+01/04/2010,0,0,,,,,,,,,,,,,,,,,,10.28,12.49
+02/04/2010,0,1.8,,,,,,,,,,,,,,,,,,9.45,12.11
+03/04/2010,0,0,,,,,,,,,,,,,,,,,,10.16,12
+04/04/2010,13.4,14,,,,,,,,,,,,,,,,,,8.7,10.77
+05/04/2010,2.4,3.8,,,,,,,,,,,,,,,,,,7.39,11.04
+06/04/2010,0.2,0,,,,,,,,,,,,,,,,,,10.17,13.22
+07/04/2010,0,0,,,,,,,,,,,,,,,,,,11.42,13.48
+08/04/2010,0,0,,,,,,,,,,,,,,,,,,11.7,13.61
+09/04/2010,0,0,,,,,,,,,,,,,,,,,,11.17,13.92
+10/04/2010,0,0,,,,,,,,,,,,,,,,,,12.9,15.3
+11/04/2010,17.4,7.4,,,,,,,,,,,,,,,,,,10.8,12.93
+12/04/2010,6,6,,,,,,,,,,,,,,,,,,8.8,12.09
+13/04/2010,0.2,0,,,,,,,,,,,,,,,,,,10,13.34
+14/04/2010,0,0,,,,,,,,,,,,,,,,,,9.32,11.58
+15/04/2010,0,0,,,,,,,,,,,,,,,,,,11.13,13.85
+16/04/2010,0,0,,,,,,,,,,,,,,,,,,12.7,15.06
+17/04/2010,0,0,,,,,,,,,,,,,,,,,,11.39,13.53
+18/04/2010,0.8,2,,,,,,,,,,,,,,,,,,11.59,14.57
+19/04/2010,1.6,0,,,,,,,,,,,,,,,,,,11.31,14.98
+20/04/2010,0.2,0,,,,,,,,,,,,,,,,,,12.22,16.63
+21/04/2010,0,0,,,,,,,,,,,,,,,,,,13.03,14.58
+22/04/2010,4.4,1.6,,,,,,,,,,,,,,,,,,14.05,15.44
+23/04/2010,19.6,20.8,,,,,,,,,,,,,,,,,,11.19,13.95
+24/04/2010,10.4,18,,,,,,,,,,,,,,,,,,12.57,15.35
+25/04/2010,0.2,0,,,,,,,,,,,,,,,,,,15.62,18.3
+26/04/2010,1.4,0,,,,,,,,,,,,,,,,,,15.72,18.16
+27/04/2010,9.6,4.8,,,,,,,,,,,,,,,,,,13.81,16.7
+28/04/2010,32,1.2,,,,,,,,,,,,,,,,,,14.58,17.34
+29/04/2010,0,0,,,,,,,,,,,,,,,,,,15.43,17.95
+30/04/2010,0,0,,,,,,,,,,,,,,,,,,15.27,17.05
+01/05/2010,0,0,,,,,,,,,,,,,,,,,,14.72,16.33
+02/05/2010,2.2,5.2,,,,,,,,,,,,,,,,,,14.41,16.38
+03/05/2010,0.6,3.2,,,,,,,,,,,,,,,,,,16.28,17.32
+04/05/2010,5.8,4,,,,,,,,,,,,,,,,,,15.26,18.51
+05/05/2010,9,2.6,,,,,,,,,,,,,,,,,,13.47,15.9
+06/05/2010,17.4,6.4,,,,,,,,,,,,,,,,,,9.59,12.37
+07/05/2010,1,0.6,,,,,,,,,,,,,,,,,,10.61,13.54
+08/05/2010,9.4,7.2,,,,,,,,,,,,,,,,,,10.57,13.09
+09/05/2010,0.2,0.2,,,,,,,,,,,,,,,,,,13.62,15.53
+10/05/2010,1,,,,,,,,,,,,,,,,,,,14.75,
+11/05/2010,1.4,,,,,,,,,,,,,,,,,,,15.4,
+12/05/2010,4.8,2.6,,,,,,,,,,,,,,,,,,15.19,16.77
+13/05/2010,0.4,2,,,,,,,,,,,,,,,,,,13.94,16.57
+14/05/2010,18.8,13,,,,,,,,,,,,,,,,,,12.63,15.3
+15/05/2010,43,43,,,,,,,,,,,,,,,,,,9.66,12.2
+16/05/2010,12,10.2,,,,,,,,,,,,,,,,,,10.99,13.15
+17/05/2010,9,10,,,,,,,,,,,,,,,,,,11.86,14.92
+18/05/2010,0,0,,,,,,,,,,,,,,,,,,13.6,17.13
+19/05/2010,0.4,0,,,,,,,,,,,,,,,,,,12.42,15.03
+20/05/2010,1.6,1.2,,,,,,,,,,,,,,,,,,13.01,15.41
+21/05/2010,0,0,,,,,,,,,,,,,,,,,,14.33,17.39
+22/05/2010,8,0.6,,,,,,,,,,,,,,,,,,14.87,17.35
+23/05/2010,0.6,0.6,,,,,,,,,,,,,,,,,,15.89,18.72
+24/05/2010,3.2,1.8,,,,,,,,,,,,,,,,,,15.29,17.42
+25/05/2010,0,0,,,,,,,,,,,,,,,,,,17.68,20.08
+26/05/2010,0,0,,,,,,,,,,,,,,,,,,17.95,19.08
+27/05/2010,0,0,,,,,,,,,,,,,,,,,,17.93,19.9
+28/05/2010,2.4,0.2,,,,,,,,,,,,,,,,,,16.11,19.33
+29/05/2010,0,0,,,,,,,,,,,,,,,,,,18.8,21.49
+30/05/2010,0,0,,,,,,,,,,,,,,,,,,19.02,21.43
+31/05/2010,0.2,0.6,,,,,,,,,,,,,,,,,,16.75,18.84
+01/06/2010,0.2,0,,,,,,,,,,,,,,,,,,15.56,18.48
+02/06/2010,11.2,12.2,,,,,,,,,,,,,,,,,,14.75,17.24
+03/06/2010,4,7,,,,,,,,,,,,,,,,,,14.36,16.43
+04/06/2010,1.4,0.2,,,,,,,,,,,,,,,,,,16.2,17.93
+05/06/2010,0,0,,,,,,,,,,,,,,,,,,18.46,20.97
+06/06/2010,0,0,,,,,,,,,,,,,,,,,,19.9,21.85
+07/06/2010,0,0,,,,,,,,,,,,,,,,,,19.51,21.44
+08/06/2010,0,0,,,,,,,,,,,,,,,,,,19.89,21.9
+09/06/2010,0,0,,,,,,,,,,,,,,,,,,21.99,23.6
+10/06/2010,0,0,,,,,,,,,,,,,,,,,,23.18,25.27
+11/06/2010,0,0,,,,,,,,,,,,,,,,,,22.74,24.96
+12/06/2010,0,0.4,,,,,,,,,,,,,,,,,,21.69,23.67
+13/06/2010,0,0,,,,,,,,,,,,,,,,,,21.55,23.7
+14/06/2010,0,0,,,,,,,,,,,,,,,,,,21.06,23.29
+15/06/2010,1.4,0.6,,,,,,,,,,,,,,,,,,21.01,23.56
+16/06/2010,0,0,,,,,,,,,,,,,,,,,,19.47,22.46
+17/06/2010,0,0,,,,,,,,,,,,,,,,,,21.15,23.62
+18/06/2010,0,0,,,,,,,,,,,,,,,,,,18.77,21.82
+19/06/2010,1.4,2.2,,,,,,,,,,,,,,,,,,16.93,19.53
+20/06/2010,17.2,8.2,,,,,,,,,,,,,,,,,,13.88,16.62
+21/06/2010,0.4,0,,,,,,,,,,,,,,,,,,13.32,16.42
+22/06/2010,3.4,2,,,,,,,,,,,,,,,,,,15.13,17.8
+23/06/2010,0,0,,,,,,,,,,,,,,,,,,17.2,20.12
+24/06/2010,0,0,,,,,,,,,,,,,,,,,,18.5,21.08
+25/06/2010,0,0,,,,,,,,,,,,,,,,,,19.45,21.26
+26/06/2010,12.6,5.8,,,,,,,,,,,,,,,,,,18.27,20.24
+27/06/2010,0,0,,,,,,,,,,,,,,,,,,20.72,21.87
+28/06/2010,0,0,,,,,,,,,,,,,,,,,,21.19,23.08
+29/06/2010,0,0,,,,,,,,,,,,,,,,,,22.92,24.08
+30/06/2010,0,0,,,,,,,,,,,,,,,,,,22.85,24.87
+01/07/2010,0,0,,,,,,,,,,,,,,,,,,23.38,25.13
+02/07/2010,0,0,,,,,,,,,,,,,,,,,,22.97,24.99
+03/07/2010,0,0,,,,,,,,,,,,,,,,,,23.14,25.43
+04/07/2010,0,0,,,,,,,,,,,,,,,,,,24.32,26.27
+05/07/2010,0,0,,,,,,,,,,,,,,,,,,23.38,25.57
+06/07/2010,0,0,,,,,,,,,,,,,,,,,,23.67,25.71
+07/07/2010,0.2,1,,,,,,,,,,,,,,,,,,23.53,25.38
+08/07/2010,0,0,,,,,,,,,,,,,,,,,,22.77,25.14
+09/07/2010,0,0,,,,,,,,,,,,,,,,,,22.95,24.95
+10/07/2010,0,0,,,,,,,,,,,,,,,,,,23.77,25.95
+11/07/2010,0,0,,,,,,,,,,,,,,,,,,24.3,25.89
+12/07/2010,0,0,,,,,,,,,,,,,,,,,,24.4,25.78
+13/07/2010,0.2,0,,,,,,,,,,,,,,,,,,24.08,26.23
+14/07/2010,0,0,,,,,,,,,,,,,,,,,,24.85,26.98
+15/07/2010,0,0,,,,,,,,,,,,,,,,,,25.55,27.95
+16/07/2010,0,0,,,,,,,,,,,,,,,,,,27.51,29.31
+17/07/2010,0,0,,,,,,,,,,,,,,,,,,27.25,29.3
+18/07/2010,0,0,,,,,,,,,,,,,,,,,,26.45,28.6
+19/07/2010,0,0,,,,,,,,,,,,,,,,,,25.3,27.49
+20/07/2010,0,0,,,,,,,,,,,,,,,,,,25.2,27.01
+21/07/2010,0,0,,,,,,,,,,,,,,,,,,24.27,26.88
+22/07/2010,0,0,,,,,,,,,,,,,,,,,,24.55,27.02
+23/07/2010,0,0,,,,,,,,,,,,,,,,,,25.62,27.44
+24/07/2010,9.2,0,,,,,,,,,,,,,,,,,,22.23,25.72
+25/07/2010,0,0,,,,,,,,,,,,,,,,,,21.22,24.52
+26/07/2010,0,0,,,,,,,,,,,,,,,,,,19.91,22.37
+27/07/2010,0,0,,,,,,,,,,,,,,,,,,19.91,22.56
+28/07/2010,,0,,,,,,,,,,,,,,,,,,,23.09
+29/07/2010,0,0,,,,,,,,,,,,,,,,,,21.73,23.07
+30/07/2010,14.6,0.4,,,,,,,,,,,,,,,,,,20.12,22.88
+31/07/2010,0,0,,,,,,,,,,,,,,,,,,20.09,23.7
+01/08/2010,0,0,,,,,,,,,,,,,,,,,,21.33,24.07
+02/08/2010,0,0,,,,,,,,,,,,,,,,,,23.09,25.32
+03/08/2010,0,0,,,,,,,,,,,,,,,,,,22.38,24.63
+04/08/2010,0.2,0,,,,,,,,,,,,,,,,,,21.56,24.14
+05/08/2010,0,0,,,,,,,,,,,,,,,,,,21.05,22.82
+06/08/2010,8,29,,,,,,,,,,,,,,,,,,18.39,20.45
+07/08/2010,0.4,0,,,,,,,,,,,,,,,,,,19.61,22.57
+08/08/2010,0,0,,,,,,,,,,,,,,,,,,21.41,23.69
+09/08/2010,0,0,,,,,,,,,,,,,,,,,,22.83,25.33
+10/08/2010,0,0,,,,,,,,,,,,,,,,,,23.33,25
+11/08/2010,0,0,,,,,,,,,,,,,,,,,,22.73,24.13
+12/08/2010,0,0,,,,,,,,,,,,,,,,,,21.8,23.45
+13/08/2010,0.2,0.2,,,,,,,,,,,,,,,,,,21.93,23.58
+14/08/2010,5,1.8,,,,,,,,,,,,,,,,,,22.35,24.08
+15/08/2010,0,18,,,,,,,,,,,,,,,,,,22.12,23.86
+16/08/2010,0,0,,,,,,,,,,,,,,,,,,20.45,22.83
+17/08/2010,0.2,0,,,,,,,,,,,,,,,,,,19.56,21.34
+18/08/2010,0,0,,,,,,,,,,,,,,,,,,20.5,21.85
+19/08/2010,0,0,,,,,,,,,,,,,,,,,,22.49,23.98
+20/08/2010,0,0,,,,,,,,,,,,,,,,,,24.54,26.37
+21/08/2010,0,0,,,,,,,,,,,,,,,,,,26.14,27.63
+22/08/2010,0,0,,,,,,,,,,,,,,,,,,25.35,27.52
+23/08/2010,0,0,,,,,,,,,,,,,,,,,,24.84,26.32
+24/08/2010,0,0,,,,,,,,,,,,,,,,,,23.7,25.06
+25/08/2010,0,0,,,,,,,,,,,,,,,,,,23.82,25.15
+26/08/2010,0,0,,,,,,,,,,,,,,,,,,24.69,25.31
+27/08/2010,0,0,,,,,,,,,,,,,,,,,,24.38,25.24
+28/08/2010,0,0,,,,,,,,,,,,,,,,,,22.26,23.43
+29/08/2010,0,0,,,,,,,,,,,,,,,,,,21.1,22.77
+30/08/2010,3.4,1.8,,,,,,,,,,,,,,,,,,18.99,21.34
+31/08/2010,0.2,0,,,,,,,,,,,,,,,,,,18.53,21.51
+01/09/2010,0,0,,,,,,,,,,,,,,,,,,18.09,20.59
+02/09/2010,0,0,,,,,,,,,,,,,,,,,,18.99,20.68
+03/09/2010,0,0,,,,,,,,,,,,,,,,,,19.56,21.84
+04/09/2010,0,0,,,,,,,,,,,,,,,,,,19.77,21.72
+05/09/2010,0,0,,,,,,,,,,,,,,,,,,19.66,21.73
+06/09/2010,0,0,,,,,,,,,,,,,,,,,,19.53,21.1
+07/09/2010,0.2,0,,,,,,,,,,,,,,,,,,21.1,22.52
+08/09/2010,9,15.2,,,,,,,,,,,,,,,,,,20.58,21.98
+09/09/2010,0.4,0,,,,,,,,,,,,,,,,,,17.8,20.03
+10/09/2010,0.2,0.4,,,,,,,,,,,,,,,,,,16.75,19.57
+11/09/2010,0,0,,,,,,,,,,,,,,,,,,18.76,22.28
+12/09/2010,0,0,,,,,,,,,,,,,,,,,,19.28,21.32
+13/09/2010,0,0,,,,,,,,,,,,,,,,,,19.36,20.58
+14/09/2010,0,0,,,,,,,,,,,,,,,,,,18.77,21.09
+15/09/2010,0,0,,,,,,,,,,,,,,,,,,18.75,20.36
+16/09/2010,0,0,,,,,,,,,,,,,,,,,,18.22,19.67
+17/09/2010,0,0,,,,,,,,,,,,,,,,,,20.58,21.77
+18/09/2010,0,0.6,,,,,,,,,,,,,,,,,,20.79,22
+19/09/2010,0.8,2.8,,,,,,,,,,,,,,,,,,18.19,20.47
+20/09/2010,0.2,0.2,,,,,,,,,,,,,,,,,,17.7,19.82
+21/09/2010,0.6,,,,,,,,,,,,,,,,,,,17.42,
+22/09/2010,0,0,,,,,,,,,,,,,,,,,,17.79,20.4
+23/09/2010,0,0,,,,,,,,,,,,,,,,,,17.89,19.91
+24/09/2010,2.6,4.2,,,,,,,,,,,,,,,,,,16.28,18.42
+25/09/2010,1.2,6.8,,,,,,,,,,,,,,,,,,16.15,18.48
+26/09/2010,2,7.4,,,,,,,,,,,,,,,,,,13.5,16.04
+27/09/2010,1.2,1.4,,,,,,,,,,,,,,,,,,12.9,15.13
+28/09/2010,0.2,0,,,,,,,,,,,,,,,,,,13.66,16.17
+29/09/2010,0,0,,,,,,,,,,,,,,,,,,13.62,16.45
+30/09/2010,0,0,,,,,,,,,,,,,,,,,,14.61,16.4
+01/10/2010,0.2,0.6,,,,,,,,,,,,,,,,,,14.71,16.73
+02/10/2010,0,0,,,,,,,,,,,,,,,,,,15.95,17.26
+03/10/2010,0.2,0.2,,,,,,,,,,,,,,,,,,16.86,19.03
+04/10/2010,0.6,0.2,,,,,,,,,,,,,,,,,,18.3,19.37
+05/10/2010,6.8,4.8,,,,,,,,,,,,,,,,,,17.32,19.59
+06/10/2010,0.2,0,,,,,,,,,,,,,,,,,,17.02,18.89
+07/10/2010,0,0,,,,,,,,,,,,,,,,,,17.81,20.1
+08/10/2010,0,0,,,,,,,,,,,,,,,,,,17.52,19.48
+09/10/2010,0.6,0,,,,,,,,,,,,,,,,,,15.63,18.05
+10/10/2010,0,0,,,,,,,,,,,,,,,,,,14.74,16.96
+11/10/2010,1.8,2,,,,,,,,,,,,,,,,,,12.35,14.82
+12/10/2010,11.8,3.6,,,,,,,,,,,,,,,,,,15.48,18.28
+13/10/2010,37,13.6,,,,,,,,,,,,,,,,,,16.04,18.18
+14/10/2010,5.6,14.4,,,,,,,,,,,,,,,,,,14.1,17.36
+15/10/2010,0.2,0,,,,,,,,,,,,,,,,,,13.43,16.39
+16/10/2010,3.6,5.4,,,,,,,,,,,,,,,,,,12.92,15
+17/10/2010,2.6,11.6,,,,,,,,,,,,,,,,,,11.5,14.2
+18/10/2010,0,0,,,,,,,,,,,,,,,,,,11.58,15.28
+19/10/2010,0,0,,,,,,,,,,,,,,,,,,11.03,15.95
+20/10/2010,0,0.4,,,,,,,,,,,,,,,,,,11.06,13.1
+21/10/2010,0.4,0,,,,,,,,,,,,,,,,,,12.2,14.93
+22/10/2010,0,0,,,,,,,,,,,,,,,,,,12.38,15.18
+23/10/2010,2,0,,,,,,,,,,,,,,,,,,13.03,15.11
+24/10/2010,1.4,0.4,,,,,,,,,,,,,,,,,,14.13,16.37
+25/10/2010,17.8,11,,,,,,,,,,,,,,,,,,11.03,14.04
+26/10/2010,5.2,3.6,,,,,,,,,,,,,,,,,,8.8,11.61
+27/10/2010,0,0,,,,,,,,,,,,,,,,,,9.1,13.49
+28/10/2010,0,0,,,,,,,,,,,,,,,,,,9.18,12.92
+29/10/2010,0.2,0.2,,,,,,,,,,,,,,,,,,9.89,12.43
+30/10/2010,0.2,0,,,,,,,,,,,,,,,,,,11.25,13.31
+31/10/2010,1.8,1.6,,,,,,,,,,,,,,,,,,14.29,16.43
+01/11/2010,51.2,36.2,,,,,,,,,,,,,,,,,,13.91,16.4
+02/11/2010,15,16,,,,,,,,,,,,,,,,,,11.59,14.2
+03/11/2010,0.4,0,,,,,,,,,,,,,,,,,,11.65,15.06
+04/11/2010,0,0,,,,,,,,,,,,,,,,,,13.62,16.34
+05/11/2010,0,0,,,,,,,,,,,,,,,,,,14.85,17.57
+06/11/2010,0,0,,,,,,,,,,,,,,,,,,13.38,16.32
+07/11/2010,19.2,27.6,,,,,,,,,,,,,,,,,,12.41,15.05
+08/11/2010,41,58.6,,,,,,,,,,,,,,,,,,9.98,12.64
+09/11/2010,3.4,11.4,,,,,,,,,,,,,,,,,,10.73,12.66
+10/11/2010,4.2,17.2,,,,,,,,,,,,,,,,,,11.45,14.23
+11/11/2010,8.4,3.8,,,,,,,,,,,,,,,,,,8.75,11.28
+12/11/2010,0.4,0.2,,,,,,,,,,,,,,,,,,9.6,11.65
+13/11/2010,0.2,0,,,,,,,,,,,,,,,,,,12.33,14.25
+14/11/2010,0.2,0,,,,,,,,,,,,,,,,,,13,16.31
+15/11/2010,0.4,0.6,,,,,,,,,,,,,,,,,,12.98,15.22
+16/11/2010,26.6,34.8,,,,,,,,,,,,,,,,,,10.3,13
+17/11/2010,1,1.8,,,,,,,,,,,,,,,,,,7.92,10.57
+18/11/2010,17.2,37.4,,,,,,,,,,,,,,,,,,8.84,10.98
+19/11/2010,2.6,0,,,,,,,,,,,,,,,,,,9.21,11.74
+20/11/2010,8,9,,,,,,,,,,,,,,,,,,8.5,11.3
+21/11/2010,35.2,21,,,,,,,,,,,,,,,,,,11.52,14.26
+22/11/2010,27.8,31.4,,,,,,,,,,,,,,,,,,9.12,11.85
+23/11/2010,9.8,13.2,,,,,,,,,,,,,,,,,,6.58,9.36
+24/11/2010,3.8,9.2,,,,,,,,,,,,,,,,,,5.78,8.27
+25/11/2010,4.4,4.4,,,,,,,,,,,,,,,,,,4.83,7.62
+26/11/2010,3.2,7,,,,,,,,,,,,,,,,,,4.95,7.54
+27/11/2010,0.6,0.8,,,,,,,,,,,,,,,,,,4.93,7.2
+28/11/2010,44.2,31.6,,,,,,,,,,,,,,,,,,9.78,12.33
+29/11/2010,5,3.2,,,,,,,,,,,,,,,,,,6.81,9.62
+30/11/2010,21.6,40.2,,,,,,,,,,,,,,,,,,10.33,12.34
+01/12/2010,13.4,19.4,,,,,,,,,,,,,,,,,,11.52,13.59
+02/12/2010,20,11,,,,,,,,,,,,,,,,,,8.48,10.81
+03/12/2010,1.8,3,,,,,,,,,,,,,,,,,,5.83,8.81
+04/12/2010,5.8,4.8,,,,,,,,,,,,,,,,,,2.93,6.2
+05/12/2010,0.8,0,,,,,,,,,,,,,,,,,,3.43,5.7
+06/12/2010,0.6,2.2,,,,,,,,,,,,,,,,,,10.15,12.2
+07/12/2010,0,0,,,,,,,,,,,,,,,,,,12.5,14.08
+08/12/2010,1.4,2.4,,,,,,,,,,,,,,,,,,13.65,15.05
+09/12/2010,0,0.2,,,,,,,,,,,,,,,,,,11.61,13.18
+10/12/2010,0,0,,,,,,,,,,,,,,,,,,5,9.71
+11/12/2010,0,0,,,,,,,,,,,,,,,,,,3.63,6.69
+12/12/2010,0.8,1,,,,,,,,,,,,,,,,,,5.99,8.48
+13/12/2010,0,0,,,,,,,,,,,,,,,,,,3.9,7.75
+14/12/2010,0,0,,,,,,,,,,,,,,,,,,0.29,4.95
+15/12/2010,0,0,,,,,,,,,,,,,,,,,,-1.17,2.74
+16/12/2010,0,0,,,,,,,,,,,,,,,,,,-2.87,1.85
+17/12/2010,29,12.4,,,,,,,,,,,,,,,,,,-2.05,-0.27
+18/12/2010,15,15.2,,,,,,,,,,,,,,,,,,2.7,6
+19/12/2010,1.6,0.6,,,,,,,,,,,,,,,,,,3.3,6.68
+20/12/2010,2,9,,,,,,,,,,,,,,,,,,8.86,11.55
+21/12/2010,0,0,,,,,,,,,,,,,,,,,,9.86,12.27
+22/12/2010,0.6,0.6,,,,,,,,,,,,,,,,,,11.18,13.39
+23/12/2010,11.4,3.6,,,,,,,,,,,,,,,,,,12.42,15.52
+24/12/2010,62,34.8,,,,,,,,,,,,,,,,,,8.44,11.07
+25/12/2010,15.2,6.8,,,,,,,,,,,,,,,,,,4.71,7.68
+26/12/2010,1.4,1.6,,,,,,,,,,,,,,,,,,3.83,6.75
+27/12/2010,0,0,,,,,,,,,,,,,,,,,,1.79,6.31
+28/12/2010,0,0,,,,,,,,,,,,,,,,,,1.72,5.2
+29/12/2010,0,0,,,,,,,,,,,,,,,,,,2.96,5.55
+30/12/2010,0,0,,,,,,,,,,,,,,,,,,3.96,6.73
+31/12/2010,0,0,,,,,,,,,,,,,,,,,,6.09,9.18
+01/01/2011,0,0.2,,,,,,,,,,,,,,,,,,7.36,10.12
+02/01/2011,0.2,0.2,,,,,,,,,,,,,,,,,,6.97,9.9
+03/01/2011,1.6,2.8,,,,,,,,,,,,,,,,,,5.45,8.59
+04/01/2011,0.2,0.8,,,,,,,,,,,,,,,,,,3.25,5.95
+05/01/2011,3,6.2,,,,,,,,,,,,,,,,,,4.29,7.23
+06/01/2011,0,0.2,,,,,,,,,,,,,,,,,,7.29,9.65
+07/01/2011,0,0,,,,,,,,,,,,,,,,,,9.59,11.34
+08/01/2011,0,0,,,,,,,,,,,,,,,,,,10.36,10.83
+09/01/2011,0,0.2,,,,,,,,,,,,,,,,,,10.28,11.22
+10/01/2011,0,0,,,,,,,,,,,,,,,,,,11.01,12.2
+11/01/2011,5.8,13.6,,,,,,,,,,,,,,,,,,7.86,9.92
+12/01/2011,0.4,0,,,,,,,,,,,,,,,,,,6.6,9.87
+13/01/2011,0,0,,,,,,,,,,,,,,,,,,6.3,8.81
+14/01/2011,0,0,,,,,,,,,,,,,,,,,,6.91,9.32
+15/01/2011,0,0,,,,,,,,,,,,,,,,,,8.02,11.08
+16/01/2011,0,0,,,,,,,,,,,,,,,,,,8.83,10.91
+17/01/2011,0,0,,,,,,,,,,,,,,,,,,8.9,10.46
+18/01/2011,0.2,0.2,,,,,,,,,,,,,,,,,,5.85,8.07
+19/01/2011,0,0.4,,,,,,,,,,,,,,,,,,7.2,9.16
+20/01/2011,7.6,17.4,,,,,,,,,,,,,,,,,,6.26,8.63
+21/01/2011,13.4,23.6,,,,,,,,,,,,,,,,,,4.11,6.99
+22/01/2011,27.6,15,,,,,,,,,,,,,,,,,,2.03,4.81
+23/01/2011,3,2.6,,,,,,,,,,,,,,,,,,0.65,3.92
+24/01/2011,0,0,,,,,,,,,,,,,,,,,,2.14,4.67
+25/01/2011,0,0,,,,,,,,,,,,,,,,,,2.57,4.67
+26/01/2011,0.6,2.2,,,,,,,,,,,,,,,,,,3.08,5.27
+27/01/2011,0,0.4,,,,,,,,,,,,,,,,,,5.8,8.56
+28/01/2011,1.2,1.4,,,,,,,,,,,,,,,,,,7.49,10.39
+29/01/2011,0.2,0,,,,,,,,,,,,,,,,,,6.31,9.31
+30/01/2011,20.2,41.2,,,,,,,,,,,,,,,,,,5.68,8.45
+31/01/2011,0,0,,,,,,,,,,,,,,,,,,5.81,9.34
+01/02/2011,0.2,0,,,,,,,,,,,,,,,,,,7.44,10.12
+02/02/2011,0,0,,,,,,,,,,,,,,,,,,6.58,9.7
+03/02/2011,0,0,,,,,,,,,,,,,,,,,,5.84,7.78
+04/02/2011,0,0,,,,,,,,,,,,,,,,,,6.75,8.75
+05/02/2011,0,0,,,,,,,,,,,,,,,,,,8.32,9.6
+06/02/2011,0,0,,,,,,,,,,,,,,,,,,10.12,10.72
+07/02/2011,0,0,,,,,,,,,,,,,,,,,,11.77,12.12
+08/02/2011,0,0,,,,,,,,,,,,,,,,,,10.31,8.63
+09/02/2011,0,0,,,,,,,,,,,,,,,,,,8.04,7.97
+10/02/2011,0,0,,,,,,,,,,,,,,,,,,6.03,8.1
+11/02/2011,0,0.2,,,,,,,,,,,,,,,,,,4.81,8.23
+12/02/2011,0,0,,,,,,,,,,,,,,,,,,6.4,9.57
+13/02/2011,0.2,0,,,,,,,,,,,,,,,,,,5.88,8.22
+14/02/2011,0,0,,,,,,,,,,,,,,,,,,5.9,8.92
+15/02/2011,0,0,,,,,,,,,,,,,,,,,,7.03,9.22
+16/02/2011,38.8,31.2,,,,,,,,,,,,,,,,,,7.42,9.45
+17/02/2011,5.8,0.6,,,,,,,,,,,,,,,,,,7.6,10.02
+18/02/2011,0,0,,,,,,,,,,,,,,,,,,10.36,13.14
+19/02/2011,0,0,,,,,,,,,,,,,,,,,,7.9,12.66
+20/02/2011,5.2,11.2,,,,,,,,,,,,,,,,,,8.01,10.05
+21/02/2011,2,6.8,,,,,,,,,,,,,,,,,,5.35,8.9
+22/02/2011,0.2,0,,,,,,,,,,,,,,,,,,5.41,8.5
+23/02/2011,0,0,,,,,,,,,,,,,,,,,,3.57,6.87
+24/02/2011,0,0,,,,,,,,,,,,,,,,,,0.95,5.3
+25/02/2011,0,0,,,,,,,,,,,,,,,,,,2.47,6.62
+26/02/2011,0,0,,,,,,,,,,,,,,,,,,1.49,5.69
+27/02/2011,5.4,17.6,,,,,,,,,,,,,,,,,,3.78,6.01
+28/02/2011,1.8,1,,,,,,,,,,,,,,,,,,4.1,6.82
+01/03/2011,18.6,18.8,,,,,,,,,,,,,,,,,,6.68,8.98
+02/03/2011,56.2,37.2,,,,,,,,,,,,,,,,,,4.54,7
+03/03/2011,19.6,12.8,,,,,,,,,,,,,,,,,,6.28,9.07
+04/03/2011,0.6,2.2,,,,,,,,,,,,,,,,,,6.55,9.39
+05/03/2011,3,3.2,,,,,,,,,,,,,,,,,,5.8,8.38
+06/03/2011,0.2,0,,,,,,,,,,,,,,,,,,6.18,8.99
+07/03/2011,0,0,,,,,,,,,,,,,,,,,,4.54,7.45
+08/03/2011,0,0,,,,,,,,,,,,,,,,,,2.17,4.51
+09/03/2011,0,0,,,,,,,,,,,,,,,,,,2.67,5.86
+10/03/2011,0,0,,,,,,,,,,,,,,,,,,4.17,7.57
+11/03/2011,0.2,0,,,,,,,,,,,,,,,,,,5.45,7.59
+12/03/2011,0,0,,,,,,,,,,,,,,,,,,6.95,9.1
+13/03/2011,47.8,20,,,,,,,,,,,,,,,,,,8.92,11.23
+14/03/2011,3.8,7.2,,,,,,,,,,,,,,,,,,11.4,13.26
+15/03/2011,6,2.4,,,,,,,,,,,,,,,,,,13.76,15.36
+16/03/2011,94.8,104.8,,,,,,,,,,,,,,,,,,10.98,12.95
+17/03/2011,32.2,43.2,,,,,,,,,,,,,,,,,,8.42,11.23
+18/03/2011,1.6,4.8,,,,,,,,,,,,,,,,,,10.4,12.28
+19/03/2011,0,0,,,,,,,,,,,,,,,,,,10.61,12.36
+20/03/2011,0,0,,,,,,,,,,,,,,,,,,8.22,10.23
+21/03/2011,0,0,,,,,,,,,,,,,,,,,,6.22,9.35
+22/03/2011,0,0,,,,,,,,,,,,,,,,,,8.73,11.48
+23/03/2011,0,0,,,,,,,,,,,,,,,,,,8.3,10.63
+24/03/2011,0,0,,,,,,,,,,,,,,,,,,10.78,11.86
+25/03/2011,0,0,,,,,,,,,,,,,,,,,,9.93,11.29
+26/03/2011,0,0,,,,,,,,,,,,,,,,,,9.5,12
+27/03/2011,0.2,0,,,,,,,,,,,,,,,,,,10.79,13.21
+28/03/2011,2.2,16.8,,,,,,,,,,,,,,,,,,10.68,12.53
+29/03/2011,0.2,5.2,,,,,,,,,,,,,,,,,,10.31,12.16
+30/03/2011,0.2,8.4,,,,,,,,,,,,,,,,,,10.15,11.84
+31/03/2011,0,0,,,,,,,,,,,,,,,,,,12.2,14.02
+01/04/2011,0,0,,,,,,,,,,,,,,,,,,13.94,15.83
+02/04/2011,0,0,,,,,,,,,,,,,,,,,,16.26,17.24
+03/04/2011,0,0,,,,,,,,,,,,,,,,,,15.83,16.65
+04/04/2011,0,0,,,,,,,,,,,,,,,,,,14.95,14.89
+05/04/2011,0,0,,,,,,,,,,,,,,,,,,12.44,15.3
+06/04/2011,0,0,,,,,,,,,,,,,,,,,,13.66,16.13
+07/04/2011,0,0,,,,,,,,,,,,,,,,,,17.28,18.83
+08/04/2011,0,0,,,,,,,,,,,,,,,,,,17.54,18.74
+09/04/2011,0,0,,,,,,,,,,,,,,,,,,15.11,15.92
+10/04/2011,0,0.2,,,,,,,,,,,,,,,,,,14.26,14.99
+11/04/2011,0,0,,,,,,,,,,,,,,,,,,15.17,16.09
+12/04/2011,0,0,,,,,,,,,,,,,,,,,,15.12,15.84
+13/04/2011,2.8,6.2,,,,,,,,,,,,,,,,,,10.96,13.42
+14/04/2011,1.6,1.4,,,,,,,,,,,,,,,,,,8.68,10.68
+15/04/2011,2.2,1.6,,,,,,,,,,,,,,,,,,7.57,10.66
+16/04/2011,0.2,1,,,,,,,,,,,,,,,,,,10.9,13.72
+17/04/2011,0,2.4,,,,,,,,,,,,,,,,,,10.93,12.8
+18/04/2011,0,0,,,,,,,,,,,,,,,,,,11.98,14.35
+19/04/2011,0,0,,,,,,,,,,,,,,,,,,12,14
+20/04/2011,0,0,,,,,,,,,,,,,,,,,,13.59,15.55
+21/04/2011,0,0,,,,,,,,,,,,,,,,,,13.91,15.47
+22/04/2011,0,0,,,,,,,,,,,,,,,,,,13.61,15.13
+23/04/2011,0.8,0.8,,,,,,,,,,,,,,,,,,13.31,15.9
+24/04/2011,0.2,0.2,,,,,,,,,,,,,,,,,,15,17.56
+25/04/2011,12.6,8.6,,,,,,,,,,,,,,,,,,13.84,16.52
+26/04/2011,1.6,1.2,,,,,,,,,,,,,,,,,,12.48,14.98
+27/04/2011,47,14,,,,,,,,,,,,,,,,,,11.98,15.23
+28/04/2011,2.6,0,,,,,,,,,,,,,,,,,,12.22,14.97
+29/04/2011,0.2,0.2,,,,,,,,,,,,,,,,,,12.92,15.18
+30/04/2011,3.6,5.8,,,,,,,,,,,,,,,,,,10.75,13.18
+01/05/2011,0,0,,,,,,,,,,,,,,,,,,14.12,15.89
+02/05/2011,10,5.6,,,,,,,,,,,,,,,,,,12.8,15.37
+03/05/2011,5.6,6.8,,,,,,,,,,,,,,,,,,14.05,16.08
+04/05/2011,0.2,1.2,,,,,,,,,,,,,,,,,,14.76,16.61
+05/05/2011,0.2,0,,,,,,,,,,,,,,,,,,13.79,15.64
+06/05/2011,0.4,0,,,,,,,,,,,,,,,,,,13.36,15.3
+07/05/2011,0,0,,,,,,,,,,,,,,,,,,14.37,16.15
+08/05/2011,0,0,,,,,,,,,,,,,,,,,,14.24,16.47
+09/05/2011,0,0,,,,,,,,,,,,,,,,,,13.17,16.09
+10/05/2011,0,0,,,,,,,,,,,,,,,,,,15.24,17.83
+11/05/2011,0,0,,,,,,,,,,,,,,,,,,16.7,20.12
+12/05/2011,0,0,,,,,,,,,,,,,,,,,,18.91,22.1
+13/05/2011,0,0,,,,,,,,,,,,,,,,,,18.29,19.18
+14/05/2011,0,0,,,,,,,,,,,,,,,,,,17.4,18.41
+15/05/2011,14.6,10.4,,,,,,,,,,,,,,,,,,14.45,16.62
+16/05/2011,0.6,0,,,,,,,,,,,,,,,,,,11.62,14.79
+17/05/2011,0,0,,,,,,,,,,,,,,,,,,13.06,16.93
+18/05/2011,0,0,,,,,,,,,,,,,,,,,,14.06,16.7
+19/05/2011,0,0,,,,,,,,,,,,,,,,,,16.27,18.56
+20/05/2011,0,0,,,,,,,,,,,,,,,,,,17.91,19.98
+21/05/2011,0,0,,,,,,,,,,,,,,,,,,19.11,21.73
+22/05/2011,0.2,1.2,,,,,,,,,,,,,,,,,,17.91,20.6
+23/05/2011,0.4,0,,,,,,,,,,,,,,,,,,17.94,20.4
+24/05/2011,0.6,0.2,,,,,,,,,,,,,,,,,,18.75,21.47
+25/05/2011,0.2,41.8,,,,,,,,,,,,,,,,,,19.08,20.81
+26/05/2011,21.6,0.8,,,,,,,,,,,,,,,,,,18.98,21.38
+27/05/2011,0,0,,,,,,,,,,,,,,,,,,19.51,21.13
+28/05/2011,0,0,,,,,,,,,,,,,,,,,,17.95,19.44
+29/05/2011,0.2,0.2,,,,,,,,,,,,,,,,,,18.46,20.72
+30/05/2011,0,0,,,,,,,,,,,,,,,,,,18.6,20.2
+31/05/2011,0,0,,,,,,,,,,,,,,,,,,18.22,19.93
+01/06/2011,1.2,0,,,,,,,,,,,,,,,,,,15.42,18.02
+02/06/2011,0.8,0.8,,,,,,,,,,,,,,,,,,18.68,20.44
+03/06/2011,1.4,10.2,,,,,,,,,,,,,,,,,,20.08,21.86
+04/06/2011,0.6,0.4,,,,,,,,,,,,,,,,,,21.46,23.13
+05/06/2011,4.2,4.4,,,,,,,,,,,,,,,,,,18.9,20.89
+06/06/2011,0.2,0.2,,,,,,,,,,,,,,,,,,20.89,21.84
+07/06/2011,1.6,1.2,,,,,,,,,,,,,,,,,,19.62,21.8
+08/06/2011,0,0.2,,,,,,,,,,,,,,,,,,18.19,20.02
+09/06/2011,1.2,2.8,,,,,,,,,,,,,,,,,,17.29,18.96
+10/06/2011,0,0,,,,,,,,,,,,,,,,,,17.75,19.9
+11/06/2011,0.4,0,,,,,,,,,,,,,,,,,,17.16,19.91
+12/06/2011,0.2,0,,,,,,,,,,,,,,,,,,18.52,20.91
+13/06/2011,0,0,,,,,,,,,,,,,,,,,,18.57,20.1
+14/06/2011,0,0,,,,,,,,,,,,,,,,,,18.66,20.78
+15/06/2011,0.4,3.8,,,,,,,,,,,,,,,,,,19.61,20.77
+16/06/2011,0,0,,,,,,,,,,,,,,,,,,20.4,21.9
+17/06/2011,0,0,,,,,,,,,,,,,,,,,,20.6,21.86
+18/06/2011,0,0,,,,,,,,,,,,,,,,,,21.78,21.97
+19/06/2011,0,0,,,,,,,,,,,,,,,,,,20.83,21.53
+20/06/2011,0,0,,,,,,,,,,,,,,,,,,20.91,22.72
+21/06/2011,0,0,,,,,,,,,,,,,,,,,,21.9,23.34
+22/06/2011,0,0,,,,,,,,,,,,,,,,,,23,24.03
+23/06/2011,0,0,,,,,,,,,,,,,,,,,,22.72,24.06
+24/06/2011,0,0,,,,,,,,,,,,,,,,,,22.19,23.07
+25/06/2011,0,0,,,,,,,,,,,,,,,,,,23.09,23.96
+26/06/2011,0,0,,,,,,,,,,,,,,,,,,21.6,23.73
+27/06/2011,0,0,,,,,,,,,,,,,,,,,,23.58,24.36
+28/06/2011,0,0,,,,,,,,,,,,,,,,,,24.09,25.4
+29/06/2011,0,0,,,,,,,,,,,,,,,,,,24.45,25.56
+30/06/2011,0,0,,,,,,,,,,,,,,,,,,22,22.92
+01/07/2011,0,0,,,,,,,,,,,,,,,,,,20.8,22.29
+02/07/2011,0,0,,,,,,,,,,,,,,,,,,19.59,21.23
+03/07/2011,0,0,,,,,,,,,,,,,,,,,,19.86,22.1
+04/07/2011,0.2,0,,,,,,,,,,,,,,,,,,21.03,22.75
+05/07/2011,11.2,8.4,,,,,,,,,,,,,,,,,,19.55,21.29
+06/07/2011,0.2,0,,,,,,,,,,,,,,,,,,21.99,23.65
+07/07/2011,0,0,,,,,,,,,,,,,,,,,,23.07,24.94
+08/07/2011,0,0,,,,,,,,,,,,,,,,,,24.2,24.76
+09/07/2011,0,0,,,,,,,,,,,,,,,,,,24.25,25.41
+10/07/2011,0,0,,,,,,,,,,,,,,,,,,24.64,25.52
+11/07/2011,0,0,,,,,,,,,,,,,,,,,,25.66,26.54
+12/07/2011,0,0,,,,,,,,,,,,,,,,,,26.81,28.28
+13/07/2011,0,0,,,,,,,,,,,,,,,,,,27.72,28.2
+14/07/2011,0,0,,,,,,,,,,,,,,,,,,23.06,24.31
+15/07/2011,0,0,,,,,,,,,,,,,,,,,,20.47,21.65
+16/07/2011,0,0,,,,,,,,,,,,,,,,,,20.19,21.71
+17/07/2011,0,0,,,,,,,,,,,,,,,,,,21.61,23.32
+18/07/2011,0,0,,,,,,,,,,,,,,,,,,22.3,23.64
+19/07/2011,15.8,18.6,,,,,,,,,,,,,,,,,,21.92,22.82
+20/07/2011,0,0,,,,,,,,,,,,,,,,,,18.5,20.8
+21/07/2011,0.2,0,,,,,,,,,,,,,,,,,,19.03,20.32
+22/07/2011,0.2,0,,,,,,,,,,,,,,,,,,20.04,21.5
+23/07/2011,1,0.8,,,,,,,,,,,,,,,,,,19.51,21.22
+24/07/2011,0,0,,,,,,,,,,,,,,,,,,18.62,20.26
+25/07/2011,0.2,0,,,,,,,,,,,,,,,,,,17.85,20.32
+26/07/2011,0,0,,,,,,,,,,,,,,,,,,19.15,20.49
+27/07/2011,47.6,56.8,,,,,,,,,,,,,,,,,,18.52,20.69
+28/07/2011,0.2,0,,,,,,,,,,,,,,,,,,19.7,21.52
+29/07/2011,0.2,0.2,,,,,,,,,,,,,,,,,,19.14,21.76
+30/07/2011,0.4,11.6,,,,,,,,,,,,,,,,,,19.2,21.03
+31/07/2011,0.2,0,,,,,,,,,,,,,,,,,,18.92,20.78
+01/08/2011,0.2,0,,,,,,,,,,,,,,,,,,19.67,21.69
+02/08/2011,0,0,,,,,,,,,,,,,,,,,,22.23,24.08
+03/08/2011,0,0,,,,,,,,,,,,,,,,,,23.86,25.8
+04/08/2011,0,0,,,,,,,,,,,,,,,,,,22.92,24.42
+05/08/2011,0,0,,,,,,,,,,,,,,,,,,23.27,24.75
+06/08/2011,0,0,,,,,,,,,,,,,,,,,,23.21,24.21
+07/08/2011,0.2,0,,,,,,,,,,,,,,,,,,23.17,23.59
+08/08/2011,0,0,,,,,,,,,,,,,,,,,,23.72,24.43
+09/08/2011,0,0,,,,,,,,,,,,,,,,,,22.24,23.93
+10/08/2011,0,0,,,,,,,,,,,,,,,,,,21.82,24.28
+11/08/2011,0,0,,,,,,,,,,,,,,,,,,19.63,21.95
+12/08/2011,0,0,,,,,,,,,,,,,,,,,,20.99,23.09
+13/08/2011,0,0,,,,,,,,,,,,,,,,,,21.2,22.17
+14/08/2011,0,0,,,,,,,,,,,,,,,,,,21.61,22.78
+15/08/2011,0,0,,,,,,,,,,,,,,,,,,22.31,24.07
+16/08/2011,0,0,,,,,,,,,,,,,,,,,,23.98,25.44
+17/08/2011,0,0,,,,,,,,,,,,,,,,,,24.5,25.73
+18/08/2011,0,0,,,,,,,,,,,,,,,,,,24.62,26.05
+19/08/2011,0,0,,,,,,,,,,,,,,,,,,24.79,26.85
+20/08/2011,0,0,,,,,,,,,,,,,,,,,,26.43,28.26
+21/08/2011,0,0,,,,,,,,,,,,,,,,,,27.53,29.33
+22/08/2011,0,0,,,,,,,,,,,,,,,,,,27.2,29.23
+23/08/2011,0,0,,,,,,,,,,,,,,,,,,27.36,28.32
+24/08/2011,0,0,,,,,,,,,,,,,,,,,,27.61,28.25
+25/08/2011,0,0,,,,,,,,,,,,,,,,,,26.9,28.14
+26/08/2011,0,0,,,,,,,,,,,,,,,,,,27.14,27.88
+27/08/2011,0,0,,,,,,,,,,,,,,,,,,23.96,24.94
+28/08/2011,0.2,0,,,,,,,,,,,,,,,,,,21.72,23.57
+29/08/2011,0,0,,,,,,,,,,,,,,,,,,20.68,22.67
+30/08/2011,0.2,0,,,,,,,,,,,,,,,,,,20.6,22.26
+31/08/2011,0.2,0,,,,,,,,,,,,,,,,,,20.92,22.81
+01/09/2011,0,0,,,,,,,,,,,,,,,,,,22.1,23.17
+02/09/2011,0,0,,,,,,,,,,,,,,,,,,25.2,25.52
+03/09/2011,0,0,,,,,,,,,,,,,,,,,,25.34,26.5
+04/09/2011,0.4,0,,,,,,,,,,,,,,,,,,23.05,24.61
+05/09/2011,0,0,,,,,,,,,,,,,,,,,,21.09,23.33
+06/09/2011,0.2,0,,,,,,,,,,,,,,,,,,21.62,23.31
+07/09/2011,0,0,,,,,,,,,,,,,,,,,,20.61,23.18
+08/09/2011,0,0,,,,,,,,,,,,,,,,,,20.54,22.04
+09/09/2011,0,0,,,,,,,,,,,,,,,,,,20.58,22.58
+10/09/2011,0.2,0,,,,,,,,,,,,,,,,,,22.08,23.87
+11/09/2011,0,0,,,,,,,,,,,,,,,,,,22.58,23.98
+12/09/2011,0,0,,,,,,,,,,,,,,,,,,20.78,22.84
+13/09/2011,0,0,,,,,,,,,,,,,,,,,,23.41,24.6
+14/09/2011,0,0,,,,,,,,,,,,,,,,,,23.15,24.31
+15/09/2011,0,0,,,,,,,,,,,,,,,,,,23.25,26.01
+16/09/2011,0,0,,,,,,,,,,,,,,,,,,23.78,26.97
+17/09/2011,0,0,,,,,,,,,,,,,,,,,,22.55,24.99
+18/09/2011,0,0,,,,,,,,,,,,,,,,,,21.52,22.62
+19/09/2011,18.6,27.6,,,,,,,,,,,,,,,,,,15.79,18.53
+20/09/2011,0.2,0,,,,,,,,,,,,,,,,,,14.85,18.22
+21/09/2011,0,0,,,,,,,,,,,,,,,,,,18.82,22.61
+22/09/2011,0,0,,,,,,,,,,,,,,,,,,19.25,21.33
+23/09/2011,0,0,,,,,,,,,,,,,,,,,,18.8,20.4
+24/09/2011,0,0,,,,,,,,,,,,,,,,,,18.3,20.11
+25/09/2011,0,0,,,,,,,,,,,,,,,,,,18.63,20.5
+26/09/2011,0.4,0.8,,,,,,,,,,,,,,,,,,18.24,20.22
+27/09/2011,0.4,0,,,,,,,,,,,,,,,,,,19.91,22.44
+28/09/2011,0,0,,,,,,,,,,,,,,,,,,20.53,23.01
+29/09/2011,0,0,,,,,,,,,,,,,,,,,,19.93,22.75
+30/09/2011,0,0,,,,,,,,,,,,,,,,,,18.89,20.87
+01/10/2011,0,0,,,,,,,,,,,,,,,,,,19.06,21.07
+02/10/2011,0,0,,,,,,,,,,,,,,,,,,19.26,21.16
+03/10/2011,0,0,,,,,,,,,,,,,,,,,,19.18,20.75
+04/10/2011,0,0,,,,,,,,,,,,,,,,,,19.3,21.09
+05/10/2011,0,0,,,,,,,,,,,,,,,,,,18.82,20
+06/10/2011,0,0,,,,,,,,,,,,,,,,,,17.49,19.14
+07/10/2011,1.8,5.4,,,,,,,,,,,,,,,,,,15.61,18.18
+08/10/2011,0,0,,,,,,,,,,,,,,,,,,13.3,16.35
+09/10/2011,0,0,,,,,,,,,,,,,,,,,,10.2,14.22
+10/10/2011,0,0,,,,,,,,,,,,,,,,,,11.83,16.03
+11/10/2011,0,0,,,,,,,,,,,,,,,,,,17.81,18.77
+12/10/2011,0,0,,,,,,,,,,,,,,,,,,18,18.95
+13/10/2011,0,0,,,,,,,,,,,,,,,,,,16.65,19.35
+14/10/2011,0,0,,,,,,,,,,,,,,,,,,15.06,18.04
+15/10/2011,0,0,,,,,,,,,,,,,,,,,,11.54,14.8
+16/10/2011,0,0,,,,,,,,,,,,,,,,,,11.31,14.06
+17/10/2011,0,0,,,,,,,,,,,,,,,,,,10.68,13.46
+18/10/2011,0.2,0.2,,,,,,,,,,,,,,,,,,12.87,15.14
+19/10/2011,5.2,4.6,,,,,,,,,,,,,,,,,,14.22,16.57
+20/10/2011,55.4,47.8,,,,,,,,,,,,,,,,,,12.74,14.76
+21/10/2011,0.2,4.2,,,,,,,,,,,,,,,,,,11.6,14.97
+22/10/2011,0.2,0,,,,,,,,,,,,,,,,,,10.38,13.6
+23/10/2011,0,0,,,,,,,,,,,,,,,,,,12.07,15.26
+24/10/2011,0,0.2,,,,,,,,,,,,,,,,,,11.8,14.53
+25/10/2011,0,0,,,,,,,,,,,,,,,,,,14.92,17.39
+26/10/2011,15.8,36.2,,,,,,,,,,,,,,,,,,14.13,15.93
+27/10/2011,0.4,0.2,,,,,,,,,,,,,,,,,,12.27,14.96
+28/10/2011,0,0,,,,,,,,,,,,,,,,,,14.35,16.84
+29/10/2011,0.4,0,,,,,,,,,,,,,,,,,,13.7,16.21
+30/10/2011,0.4,0.2,,,,,,,,,,,,,,,,,,13.12,15.67
+31/10/2011,0,0,,,,,,,,,,,,,,,,,,13.13,16.01
+01/11/2011,0,0,,,,,,,,,,,,,,,,,,12.49,15.74
+02/11/2011,0,0,,,,,,,,,,,,,,,,,,12.41,15.05
+03/11/2011,0,0,,,,,,,,,,,,,,,,,,13.14,15.05
+04/11/2011,0,0,,,,,,,,,,,,,,,,,,14.37,16.55
+05/11/2011,4.6,1.4,,,,,,,,,,,,,,,,,,13.92,16.8
+06/11/2011,32,41.8,,,,,,,,,,,,,,,,,,11.09,13.82
+07/11/2011,17.2,19.6,,,,,,,,,,,,,,,,,,11.39,14.18
+08/11/2011,18.2,11.4,,,,,,,,,,,,,,,,,,12.43,15.4
+09/11/2011,0,0,,,,,,,,,,,,,,,,,,12.24,16.42
+10/11/2011,0.2,0,,,,,,,,,,,,,,,,,,11.31,14.24
+11/11/2011,0.4,0.2,,,,,,,,,,,,,,,,,,10.86,13.92
+12/11/2011,0.2,0,,,,,,,,,,,,,,,,,,10.27,13.75
+13/11/2011,0,0,,,,,,,,,,,,,,,,,,7.95,11.24
+14/11/2011,0.2,0.2,,,,,,,,,,,,,,,,,,7.43,10.28
+15/11/2011,0.4,0.2,,,,,,,,,,,,,,,,,,6.96,9.99
+16/11/2011,0,0,,,,,,,,,,,,,,,,,,7.53,11.4
+17/11/2011,0,0,,,,,,,,,,,,,,,,,,7.29,11.08
+18/11/2011,0,0,,,,,,,,,,,,,,,,,,7.01,9.75
+19/11/2011,0,0,,,,,,,,,,,,,,,,,,7.06,10.13
+20/11/2011,0,0,,,,,,,,,,,,,,,,,,7.27,10.75
+21/11/2011,0,0,,,,,,,,,,,,,,,,,,9.81,13.41
+22/11/2011,5,6,,,,,,,,,,,,,,,,,,10.95,13.57
+23/11/2011,6.6,13,,,,,,,,,,,,,,,,,,11.07,13.8
+24/11/2011,0.2,0,,,,,,,,,,,,,,,,,,10.82,14
+25/11/2011,0,1.6,,,,,,,,,,,,,,,,,,10.54,13.09
+26/11/2011,0.4,0,,,,,,,,,,,,,,,,,,9.21,12.37
+27/11/2011,0.2,0.2,,,,,,,,,,,,,,,,,,8.73,11.46
+28/11/2011,0.4,0,,,,,,,,,,,,,,,,,,9.06,11.43
+29/11/2011,0,0,,,,,,,,,,,,,,,,,,8.16,10.95
+30/11/2011,0,0,,,,,,,,,,,,,,,,,,9.13,11.6
+01/12/2011,0.2,0,,,,,,,,,,,,,,,,,,9.87,13.01
+02/12/2011,1,0,,,,,,,,,,,,,,,,,,10.43,12.81
+03/12/2011,8.4,14.2,,,,,,,,,,,,,,,,,,10.71,13.75
+04/12/2011,13.8,19.8,,,,,,,,,,,,,,,,,,10.75,12.86
+05/12/2011,11.2,15.2,,,,,,,,,,,,,,,,,,11.5,13.89
+06/12/2011,0,0.2,,,,,,,,,,,,,,,,,,9.08,12.49
+07/12/2011,1,0.8,,,,,,,,,,,,,,,,,,7.65,11.12
+08/12/2011,0.2,0.2,,,,,,,,,,,,,,,,,,9.05,12.29
+09/12/2011,1,6,,,,,,,,,,,,,,,,,,9.95,12.11
+10/12/2011,0.4,0.8,,,,,,,,,,,,,,,,,,10.74,13.23
+11/12/2011,0.2,2.4,,,,,,,,,,,,,,,,,,11.52,14.14
+12/12/2011,46.6,34.8,,,,,,,,,,,,,,,,,,9.98,12
+13/12/2011,0,0,,,,,,,,,,,,,,,,,,7.48,10.84
+14/12/2011,0.8,6.8,,,,,,,,,,,,,,,,,,11.26,12.93
+15/12/2011,2.4,0,,,,,,,,,,,,,,,,,,10.41,13.37
+16/12/2011,9.8,9.4,,,,,,,,,,,,,,,,,,9.91,12.51
+17/12/2011,3.4,7.2,,,,,,,,,,,,,,,,,,4.81,8.59
+18/12/2011,9,14.2,,,,,,,,,,,,,,,,,,1.82,4.97
+19/12/2011,5,0,,,,,,,,,,,,,,,,,,0.85,5
+20/12/2011,1,0.2,,,,,,,,,,,,,,,,,,0.78,5.51
+21/12/2011,4,0,,,,,,,,,,,,,,,,,,3.23,7.11
+22/12/2011,2.2,0,,,,,,,,,,,,,,,,,,3.08,7.68
+23/12/2011,0,0,,,,,,,,,,,,,,,,,,4.46,8.55
+24/12/2011,5.8,9.4,,,,,,,,,,,,,,,,,,6.08,7.82
+25/12/2011,0,0,,,,,,,,,,,,,,,,,,6.18,10.56
+26/12/2011,0,0,,,,,,,,,,,,,,,,,,5.09,8.49
+27/12/2011,0,0,,,,,,,,,,,,,,,,,,4.44,7.35
+28/12/2011,0,0,,,,,,,,,,,,,,,,,,4.67,7.49
+29/12/2011,0,0,,,,,,,,,,,,,,,,,,5.96,8.35
+30/12/2011,0.2,1.2,,,,,,,,,,,,,,,,,,4.33,8.62
+31/12/2011,0,0,,,,,,,,,,,,,,,,,,2.72,7.9
+01/01/2012,0,0,,,,,,,,,,,,,,,,,,7.33,8.6
+02/01/2012,1.8,8,,,,,,,,,,,,,,,,,,10.06,11.42
+03/01/2012,11,19.4,,,,,,,,,,,,,,,,,,8.78,11.07
+04/01/2012,1,2.6,,,,,,,,,,,,,,,,,,8.6,10.61
+05/01/2012,0.2,0.2,,,,,,,,,,,,,,,,,,7.67,9.9
+06/01/2012,5.2,6.8,,,,,,,,,,,,,,,,,,4.43,8.96
+07/01/2012,0,0,,,,,,,,,,,,,,,,,,4.4,9.29
+08/01/2012,0,0,,,,,,,,,,,,,,,,,,5.43,10.17
+09/01/2012,0,0,,,,,,,,,,,,,,,,,,5.9,9.48
+10/01/2012,0,0,,,,,,,,,,,,,,,,,,5.5,9.57
+11/01/2012,0,0,,,,,,,,,,,,,,,,,,5.54,8.13
+12/01/2012,0,0,,,,,,,,,,,,,,,,,,5.53,7.89
+13/01/2012,0,0,,,,,,,,,,,,,,,,,,7.27,9.48
+14/01/2012,0,0,,,,,,,,,,,,,,,,,,5.63,8.86
+15/01/2012,0,0,,,,,,,,,,,,,,,,,,2.8,6.16
+16/01/2012,0,0,,,,,,,,,,,,,,,,,,1.61,5.26
+17/01/2012,0,0,,,,,,,,,,,,,,,,,,0.51,4.12
+18/01/2012,0,0,,,,,,,,,,,,,,,,,,3.56,6
+19/01/2012,0,0,,,,,,,,,,,,,,,,,,5.16,7.36
+20/01/2012,2.6,10.6,,,,,,,,,,,,,,,,,,7.77,9.37
+21/01/2012,0.4,0,,,,,,,,,,,,,,,,,,6.26,9.93
+22/01/2012,0,0,,,,,,,,,,,,,,,,,,7.73,10.05
+23/01/2012,0,0.2,,,,,,,,,,,,,,,,,,8.84,10.79
+24/01/2012,0,0,,,,,,,,,,,,,,,,,,6.84,10.57
+25/01/2012,0,0,,,,,,,,,,,,,,,,,,2.21,6.62
+26/01/2012,0,0,,,,,,,,,,,,,,,,,,1.17,6.02
+27/01/2012,0,0,,,,,,,,,,,,,,,,,,3.35,5.7
+28/01/2012,0.4,0,,,,,,,,,,,,,,,,,,4.21,7.1
+29/01/2012,0,0,,,,,,,,,,,,,,,,,,4.75,7.83
+30/01/2012,0,0,,,,,,,,,,,,,,,,,,6.04,9.12
+31/01/2012,4,5.8,,,,,,,,,,,,,,,,,,3.57,6.31
+01/02/2012,23.2,39.6,,,,,,,,,,,,,,,,,,0.76,3.31
+02/02/2012,14.8,15.2,,,,,,,,,,,,,,,,,,0.48,3.26
+03/02/2012,48.2,52.4,,,,,,,,,,,,,,,,,,0.56,2.79
+04/02/2012,0.2,10.6,,,,,,,,,,,,,,,,,,-1.93,1.7
+05/02/2012,2.4,0.2,,,,,,,,,,,,,,,,,,-0.4,2.83
+06/02/2012,2.2,0,,,,,,,,,,,,,,,,,,-1.3,3.38
+07/02/2012,2.2,0,,,,,,,,,,,,,,,,,,-0.55,2.95
+08/02/2012,9.6,0,,,,,,,,,,,,,,,,,,2.57,6.48
+09/02/2012,10,0,,,,,,,,,,,,,,,,,,2.1,5.45
+10/02/2012,0,6.6,,,,,,,,,,,,,,,,,,-0.43,2.25
+11/02/2012,0,3.4,,,,,,,,,,,,,,,,,,-1.4,1.44
+12/02/2012,4,3.2,,,,,,,,,,,,,,,,,,-0.87,2.11
+13/02/2012,5,0,,,,,,,,,,,,,,,,,,-0.84,2.8
+14/02/2012,3.4,0,,,,,,,,,,,,,,,,,,-0.9,2.78
+15/02/2012,7,0.6,,,,,,,,,,,,,,,,,,1.15,3.94
+16/02/2012,3.2,0,,,,,,,,,,,,,,,,,,4.27,7.14
+17/02/2012,0.2,0,,,,,,,,,,,,,,,,,,4.6,6.7
+18/02/2012,0.2,0,,,,,,,,,,,,,,,,,,5.7,7.31
+19/02/2012,2.6,5.4,,,,,,,,,,,,,,,,,,5.84,8.78
+20/02/2012,7.4,15.6,,,,,,,,,,,,,,,,,,5.12,8.37
+21/02/2012,0.2,3.2,,,,,,,,,,,,,,,,,,7.68,10.45
+22/02/2012,0,0,,,,,,,,,,,,,,,,,,8.77,11.59
+23/02/2012,0,0,,,,,,,,,,,,,,,,,,9.06,11.79
+24/02/2012,0,0,,,,,,,,,,,,,,,,,,9.58,11.22
+25/02/2012,0,0,,,,,,,,,,,,,,,,,,9.86,10.63
+26/02/2012,5.6,3,,,,,,,,,,,,,,,,,,7.5,10
+27/02/2012,0,0,,,,,,,,,,,,,,,,,,5.76,9.37
+28/02/2012,0,0,,,,,,,,,,,,,,,,,,6.89,9.09
+29/02/2012,0.2,0,,,,,,,,,,,,,,,,,,8.91,12.79
+01/03/2012,0,0,,,,,,,,,,,,,,,,,,13.82,14.74
+02/03/2012,0,0,,,,,,,,,,,,,,,,,,12.04,12.6
+03/03/2012,0,0.2,,,,,,,,,,,,,,,,,,9.97,10.93
+04/03/2012,0.2,0,,,,,,,,,,,,,,,,,,8.94,10.31
+05/03/2012,6.4,6.4,,,,,,,,,,,,,,,,,,8.58,11
+06/03/2012,2.2,2.4,,,,,,,,,,,,,,,,,,5.25,7.82
+07/03/2012,0,0,,,,,,,,,,,,,,,,,,6.76,9.52
+08/03/2012,0,0,,,,,,,,,,,,,,,,,,7.78,10.64
+09/03/2012,0,0,,,,,,,,,,,,,,,,,,9.67,12.27
+10/03/2012,0,0,,,,,,,,,,,,,,,,,,9.38,12.28
+11/03/2012,0,0,,,,,,,,,,,,,,,,,,9.81,12.72
+12/03/2012,0,0,,,,,,,,,,,,,,,,,,9.58,13.88
+13/03/2012,0,0,,,,,,,,,,,,,,,,,,10.47,12.98
+14/03/2012,0,0,,,,,,,,,,,,,,,,,,8.69,10.87
+15/03/2012,0,0,,,,,,,,,,,,,,,,,,11.09,11.93
+16/03/2012,0,0,,,,,,,,,,,,,,,,,,11.46,11.59
+17/03/2012,0.2,0,,,,,,,,,,,,,,,,,,11.33,12.04
+18/03/2012,0,0,,,,,,,,,,,,,,,,,,12.17,14.11
+19/03/2012,0,0.4,,,,,,,,,,,,,,,,,,11.31,13.3
+20/03/2012,0,0,,,,,,,,,,,,,,,,,,12.52,14.69
+21/03/2012,0,0,,,,,,,,,,,,,,,,,,13.89,15.56
+22/03/2012,0,0,,,,,,,,,,,,,,,,,,14.15,15.63
+23/03/2012,0,0,,,,,,,,,,,,,,,,,,14.1,15.27
+24/03/2012,0,0,,,,,,,,,,,,,,,,,,13.71,16
+25/03/2012,2.8,3.2,,,,,,,,,,,,,,,,,,11.83,14.46
+26/03/2012,0,0,,,,,,,,,,,,,,,,,,14.83,16.65
+27/03/2012,0,0,,,,,,,,,,,,,,,,,,12.75,15.33
+28/03/2012,0,0,,,,,,,,,,,,,,,,,,13.46,15.18
+29/03/2012,0,0,,,,,,,,,,,,,,,,,,13.06,14.37
+30/03/2012,0,0,,,,,,,,,,,,,,,,,,12.35,13.25
+31/03/2012,0,0,,,,,,,,,,,,,,,,,,12.38,13.2
+01/04/2012,0,0,,,,,,,,,,,,,,,,,,11.96,13.56
+02/04/2012,3.4,2.4,,,,,,,,,,,,,,,,,,13.37,14.7
+03/04/2012,0.4,0.2,,,,,,,,,,,,,,,,,,13.65,16.2
+04/04/2012,0,0,,,,,,,,,,,,,,,,,,14.15,16.39
+05/04/2012,0.2,0.2,,,,,,,,,,,,,,,,,,13.4,15.47
+06/04/2012,0,0,,,,,,,,,,,,,,,,,,12.49,14.65
+07/04/2012,5.4,21.4,,,,,,,,,,,,,,,,,,9.91,11.99
+08/04/2012,6,1.6,,,,,,,,,,,,,,,,,,7.99,10.94
+09/04/2012,0,0,,,,,,,,,,,,,,,,,,5.72,9.48
+10/04/2012,0,0,,,,,,,,,,,,,,,,,,9.61,11.71
+11/04/2012,7,5.2,,,,,,,,,,,,,,,,,,9.07,11.27
+12/04/2012,0.2,0,,,,,,,,,,,,,,,,,,10.22,12.26
+13/04/2012,22.2,26.6,,,,,,,,,,,,,,,,,,8.52,10.91
+14/04/2012,22.8,18.2,,,,,,,,,,,,,,,,,,8.06,11.17
+15/04/2012,8.8,18.2,,,,,,,,,,,,,,,,,,8.5,10.65
+16/04/2012,1.8,0.6,,,,,,,,,,,,,,,,,,9.93,12.54
+17/04/2012,0.2,6.6,,,,,,,,,,,,,,,,,,10.65,11.7
+18/04/2012,8,19,,,,,,,,,,,,,,,,,,9.84,12.18
+19/04/2012,0.2,5,,,,,,,,,,,,,,,,,,10.01,11.76
+20/04/2012,13.4,22.4,,,,,,,,,,,,,,,,,,8.95,11.36
+21/04/2012,0.6,0.2,,,,,,,,,,,,,,,,,,11.79,13.21
+22/04/2012,0,0,,,,,,,,,,,,,,,,,,13.65,14.8
+23/04/2012,0.2,3.8,,,,,,,,,,,,,,,,,,12.22,13.38
+24/04/2012,1.2,1.2,,,,,,,,,,,,,,,,,,11.25,12.47
+25/04/2012,0,0,,,,,,,,,,,,,,,,,,11.5,13
+26/04/2012,0.2,0.2,,,,,,,,,,,,,,,,,,14.38,15.01
+27/04/2012,0,0,,,,,,,,,,,,,,,,,,17.73,18.91
+28/04/2012,0,0,,,,,,,,,,,,,,,,,,21.18,21.1
+29/04/2012,0,0,,,,,,,,,,,,,,,,,,17.66,19.2
+30/04/2012,1.2,0.6,,,,,,,,,,,,,,,,,,16.66,18.76
+01/05/2012,2,1.4,,,,,,,,,,,,,,,,,,15.44,18.37
+02/05/2012,0.2,0,,,,,,,,,,,,,,,,,,14.11,16.98
+03/05/2012,0,0,,,,,,,,,,,,,,,,,,13.62,16.32
+04/05/2012,0,0,,,,,,,,,,,,,,,,,,13.36,15.13
+05/05/2012,0,0,,,,,,,,,,,,,,,,,,14.23,15.62
+06/05/2012,9.2,18.4,,,,,,,,,,,,,,,,,,13.02,14.65
+07/05/2012,6.6,19,,,,,,,,,,,,,,,,,,12.91,14.73
+08/05/2012,0.2,0.2,,,,,,,,,,,,,,,,,,14.69,17.59
+09/05/2012,0,0,,,,,,,,,,,,,,,,,,17.12,19.52
+10/05/2012,0,0,,,,,,,,,,,,,,,,,,18.38,20.15
+11/05/2012,0,0,,,,,,,,,,,,,,,,,,19.93,22.07
+12/05/2012,0,0,,,,,,,,,,,,,,,,,,20.42,21.55
+13/05/2012,0,0,,,,,,,,,,,,,,,,,,18.67,19.65
+14/05/2012,0.4,0.8,,,,,,,,,,,,,,,,,,11.4,15.35
+15/05/2012,0,0,,,,,,,,,,,,,,,,,,11.78,15.11
+16/05/2012,0,0.2,,,,,,,,,,,,,,,,,,12.65,15.7
+17/05/2012,0,0,,,,,,,,,,,,,,,,,,12.46,16.18
+18/05/2012,0,0,,,,,,,,,,,,,,,,,,13.59,15.45
+19/05/2012,0,0,,,,,,,,,,,,,,,,,,16.65,17.65
+20/05/2012,1.2,0.6,,,,,,,,,,,,,,,,,,16.26,18.3
+21/05/2012,15.8,24.8,,,,,,,,,,,,,,,,,,13.45,15.9
+22/05/2012,28.8,37.4,,,,,,,,,,,,,,,,,,10.85,12.91
+23/05/2012,0.4,0,,,,,,,,,,,,,,,,,,14.35,16.11
+24/05/2012,0,0.2,,,,,,,,,,,,,,,,,,19.05,20.34
+25/05/2012,0,0,,,,,,,,,,,,,,,,,,19.61,20.96
+26/05/2012,23.4,15.2,,,,,,,,,,,,,,,,,,15.25,17.25
+27/05/2012,0,0,,,,,,,,,,,,,,,,,,16.43,18.6
+28/05/2012,2.8,1.4,,,,,,,,,,,,,,,,,,13.9,15.37
+29/05/2012,0,0.2,,,,,,,,,,,,,,,,,,16.02,17.89
+30/05/2012,0,0,,,,,,,,,,,,,,,,,,18.02,20.56
+31/05/2012,0,0,,,,,,,,,,,,,,,,,,18.08,19.78
+01/06/2012,0,0,-53.45,-92.17,-106.97,-96.5,-98.99,-89.25,-92.95,-93.83,-95.54,,,,,,,,,18.18,19.32
+02/06/2012,0,0,-53.58,-92.18,-107.03,-96.5,-98.99,-89.25,-92.95,-93.83,-95.55,,,,,,,,,19.22,19.88
+03/06/2012,0,0,-53.72,-92.19,-106.99,-96.51,-99,-89.25,-92.95,-93.84,-95.57,,,,,,,,,19.75,20.61
+04/06/2012,1.2,12.8,-53.72,-92.21,-106.99,-96.52,-99,-89.27,-92.96,-93.85,-95.57,,,,,,,,,16.49,18.16
+05/06/2012,0,0,-53.72,-92.24,-106.99,-96.53,-99,-89.28,-92.97,-93.86,-95.57,,,,,,,,,17.25,19.76
+06/06/2012,0,0,-53.71,-92.24,-106.99,-96.53,-99.02,-89.3,-92.98,-93.88,-95.58,,,,,,,,,17.88,19.58
+07/06/2012,0,0,-53.71,-92.24,-106.99,-96.53,-99.02,-89.3,-92.98,-93.89,-95.6,,,,,,,,,19.34,20.87
+08/06/2012,0,0,-53.71,-92.25,-107,-96.52,-99.03,-89.3,-92.99,-93.89,-95.6,,,,,,,,,22.88,23.65
+09/06/2012,0.4,0,-54.27,-92.25,-107.03,-96.52,-99.03,-89.31,-93,-93.89,-95.67,,,,,,,,,20.35,22.22
+10/06/2012,0,0,-54.32,-92.26,-107.05,-96.52,-99.03,-89.32,-93.01,-93.91,-95.69,,,,,,,,,19.17,20.79
+11/06/2012,0,0,-54.36,-92.26,-107.05,-96.53,-99.03,-89.32,-93.01,-93.91,-95.69,,,,,,,,,19.58,20.81
+12/06/2012,0,0,-54.43,-92.27,-107.07,-96.54,-99.03,-89.33,-93.02,-93.92,-95.7,,,,,,,,,18.91,20.47
+13/06/2012,0,0,-54.44,-92.3,-107.09,-96.58,-99.07,-89.36,-93.05,-93.95,-95.73,,,,,,,,,16.76,18.41
+14/06/2012,0,0,-54.45,-92.31,-107.1,-96.58,-99.08,-89.37,-93.05,-93.97,-95.76,,,,,,,,,17.53,19.65
+15/06/2012,0,0,-54.48,-92.33,-107.1,-96.58,-99.08,-89.37,-93.07,-93.98,-96.73,,,,,,,,,20.77,22.61
+16/06/2012,0,0,-54.48,-92.34,-107.13,-96.57,-99.09,-89.38,-93.07,-94,-96.97,,,,,,,,,23.76,25.24
+17/06/2012,0,0,-54.48,-92.34,-107.15,-96.55,-99.09,-89.38,-93.09,-94,-96.97,,,,,,,,,25.15,26.48
+18/06/2012,0,0,-54.41,-92.36,-107.15,-96.51,-99.09,-89.4,-93.1,-94.02,-97.02,,,,,,,,,25.75,27
+19/06/2012,0,0,-54.39,-92.37,-107.18,-96.51,-99.1,-89.41,-93.1,-94.03,-97.05,,,,,,,,,25.8,27.53
+20/06/2012,0,0,-54.39,-92.37,-107.19,-96.51,-99.1,-89.41,-93.1,-94.03,-97.08,,,,,,,,,26.18,27.23
+21/06/2012,0,0,-54.39,-92.38,-107.19,-96.52,-99.1,-89.42,-93.11,-94.04,-97.1,,,,,,,,,25.16,25.83
+22/06/2012,0,0,-54.39,-92.4,-107.21,-96.68,-99.11,-89.44,-93.13,-94.06,-97.17,,,,,,,,,25.24,28.53
+23/06/2012,0,0,-54.4,-92.4,-107.22,-96.68,-99.12,-89.44,-93.14,-94.07,-97.17,,,,,,,,,25.44,27.69
+24/06/2012,0,0,-54.4,-92.4,-107.22,-96.68,-99.12,-89.45,-93.14,-94.07,-97.17,,,,,,,,,24.19,26.58
+25/06/2012,0,0,-54.39,-92.4,-107.22,-96.63,-99.13,-89.45,-93.15,-94.07,-97.02,,,,,,,,,23.27,24.21
+26/06/2012,0,0,-52.17,-92.42,-107.23,-96.57,-99.13,-89.45,-93.15,-94.07,-96.73,,,,,,,,,23.65,25.45
+27/06/2012,0,0,-36.81,-92.42,-107.23,-96.57,-99.14,-89.45,-93.15,-94.09,-96.63,,,,,,,,,24.92,26.5
+28/06/2012,0,0,-36.81,-92.43,-107.24,-96.57,-99.15,-89.45,-93.15,-94.09,-96.63,,,,,,,,,25.1,26.77
+29/06/2012,0,,-51.89,-92.43,-107.26,-96.57,-99.16,-89.45,-93.15,-94.1,-96.63,,,,,,,,,24.94,
+30/06/2012,0,0,-52.17,-92.43,-107.28,-96.57,-99.17,-89.45,,-94.1,-96.66,,,,,,,,,26.07,27.71
+01/07/2012,0,0,-54.23,-92.44,-107.28,-96.55,-99.17,-89.45,,-94.1,-96.87,,,,,,,,,26.86,28.73
+02/07/2012,0,0,-54.42,-92.44,-107.28,-96.55,-99.17,-90.95,,-94.11,-96.98,,,,,,,,,25.77,27.41
+03/07/2012,0,0,-54.44,-92.45,-107.29,-96.55,-99.18,-90.95,,-94.11,-97.05,,,,,,,,,22.8,24.59
+04/07/2012,0,0,-54.52,-92.45,-107.31,-96.58,-99.18,-90.96,,-94.13,-97.1,,,,,,,,,22.08,23.85
+05/07/2012,0.2,0,-54.44,-92.48,-107.34,-96.59,-99.19,-90.96,-93.23,-94.15,-97.1,,,,,,,,,22.45,24.18
+06/07/2012,0.2,0,-54.53,-92.48,-107.35,-96.62,-99.21,-90.96,-93.23,-94.17,-97.17,,,,,,,,,22.44,24.22
+07/07/2012,0,0,-54.55,-92.49,-107.35,-96.64,-99.22,-90.96,-93.23,-94.17,-97.18,,,,,,,,,23.38,25.36
+08/07/2012,0,0,-54.6,-92.51,-107.36,-96.64,-99.22,-90.98,-93.25,-94.19,-97.2,,,,,,,,,24.97,26.36
+09/07/2012,0,0,-54.65,-92.51,-107.39,-96.66,-99.22,,-93.26,,-97.23,,,,,,,,,25.75,26.81
+10/07/2012,0,0,-54.65,-92.54,-107.4,-96.76,-99.24,,-93.27,,-97.23,,,,,,,,,25.33,26.82
+11/07/2012,0,0,-54.6,-92.54,-107.4,-96.76,-99.24,,-93.28,,-97.23,,,,,,,,,24.64,26.05
+12/07/2012,0,0,-54.6,-92.55,-107.43,-96.76,-99.25,,-93.29,,-97.23,,,,,,,,,23.91,25.14
+13/07/2012,0,0,-54.73,-92.56,-107.43,-96.69,-99.25,,-93.3,,-97.36,,,,,,,,,23,23.93
+14/07/2012,0,0,-54.73,-92.56,-107.44,-96.69,-99.26,,-93.3,,-97.36,,,,,,,,,25.06,26.18
+15/07/2012,0,0,-54.73,-92.58,-107.45,-96.69,-99.27,,-93.3,,-97.36,,,,,,,,,24.34,25.18
+16/07/2012,0,0,-54.76,-92.59,-107.45,-96.7,-99.27,,-93.32,,-97.36,,,,,,,,,22.49,24.77
+17/07/2012,0,0,-55.07,-92.6,-107.46,-96.7,-99.29,,-93.32,,-97.35,,,,,,,,,23.1,24.81
+18/07/2012,0,0,-55.09,-92.6,-107.46,-96.7,-99.3,,-93.33,,-97.35,,,,,,,,,24.08,25.88
+19/07/2012,0,0,-54.76,-92.6,-107.48,-96.69,-99.31,,-93.33,,-97.08,,,,,,,,,25.08,26.9
+20/07/2012,0,0,-54.99,-92.61,-107.49,-96.69,-99.31,,-93.34,,-97.24,,,,,,,,,24.51,26.19
+21/07/2012,0,0,-54.99,-92.61,-107.5,-96.69,-99.32,,-93.35,,-97.24,,,,,,,,,23.97,25.26
+22/07/2012,0,0,-34.7,-92.61,-107.5,-96.7,-99.32,,-93.35,,-96.88,,,,,,,,,22.12,23.78
+23/07/2012,7,12,-34.7,-92.61,-107.5,-96.78,-99.32,,-93.35,,-96.88,,,,,,,,,19.02,21.12
+24/07/2012,3,8.2,-33.34,-92.61,-107.45,-96.78,-99.33,,-93.32,,-96.55,,,,,,,,,19.7,21.29
+25/07/2012,0,0.2,-33.34,-92.61,-107.45,-96.78,-99.33,,-93.32,,-96.55,,,,,,,,,21.18,22.66
+26/07/2012,0,0,-33.46,-92.61,-107.45,-96.79,-99.33,-91.08,-93.32,-94.57,-96.8,,,,,,,,,23.07,25.07
+27/07/2012,0,0,-39.55,-92.62,-107.48,-96.81,-99.34,-91,-93.32,-94.3,-96.99,,,,,,,,,26.13,27.35
+28/07/2012,0,0,-39.55,-92.62,-107.5,-96.83,-99.34,-91,-93.32,-94.3,-96.99,,,,,,,,,27.63,27.78
+29/07/2012,0,0,-55.32,-92.64,-107.51,-96.83,-99.34,-91,-93.34,-94.3,-97.08,,,,,,,,,26.39,26.77
+30/07/2012,0,0,-55.77,-92.66,-107.52,-96.88,-99.34,-91,-93.34,-94.31,-97.41,,,,,,,,,26.25,28.75
+31/07/2012,0,0,-55.93,-92.67,-107.53,-96.83,-99.36,-91.01,-93.37,-94.32,-97.54,,,,,,,,,26.05,28.65
+01/08/2012,0,0,-56.07,-92.7,-107.57,-96.81,-99.37,-91.03,-93.39,-94.36,-97.63,,,,,,,,,26.01,27.27
+02/08/2012,0,0,-56.13,-92.71,-107.59,-96.8,-99.39,-91.05,-93.4,-94.38,-97.63,,,,,,,,,25.35,26.6
+03/08/2012,0,0,-56.22,-92.72,-107.59,-96.8,-99.39,-91.06,-93.41,-94.38,-97.7,,,,,,,,,25.03,25.99
+04/08/2012,0,0,-56.22,-92.72,-107.59,-96.79,-99.4,-91.06,-93.42,-94.39,-97.7,,,,,,,,,26.16,26.48
+05/08/2012,0,0,-56.22,-92.73,-107.6,-96.79,-99.41,-91.07,-93.43,-94.39,-97.52,,,,,,,,,26.48,27.01
+06/08/2012,0,0,-56.4,-92.74,-107.61,-96.79,-99.43,-91.07,-93.45,-94.41,-97.52,,,,,,,,,28.35,28.88
+07/08/2012,0,0,-56.4,-92.75,-107.64,-96.79,-99.43,-91.07,-93.45,-94.42,-97.52,,,,,,,,,27.65,30.52
+08/08/2012,0,0,-55.71,-92.75,-107.65,-96.79,-99.45,-91.09,-93.47,-94.44,-97.41,,,,,,,,,25.16,27.49
+09/08/2012,0,0,-49.16,-92.76,-107.66,-96.81,-99.45,-91.1,-93.47,-94.44,-97.39,,,,,,,,,25.74,27.34
+10/08/2012,0,0.2,-49.16,-92.76,-107.67,-96.85,-99.45,-91.1,-93.48,-94.45,-97.39,,,,,,,,,25.16,26.34
+11/08/2012,0,0,-49.16,-92.77,-107.67,-96.86,-99.45,-91.11,-93.48,-94.45,-97.39,,,,,,,,,23.48,25.37
+12/08/2012,0,0,-49.16,-92.78,-107.7,-96.87,-99.47,-91.13,-93.49,-94.47,-97.55,,,,,,,,,23.34,24.71
+13/08/2012,0,1,-49.16,-92.79,-107.7,-96.87,-99.47,-91.13,-93.51,-94.48,-97.58,,,,,,,,,23.29,24.62
+14/08/2012,0,0,-43.24,-92.8,-107.71,-96.89,-99.48,-91.15,-93.51,-94.49,-97.58,,,,,,,,,23.36,25.29
+15/08/2012,0,0,-33.96,-92.82,-107.71,-96.89,-99.49,-91.16,-93.51,-94.49,-97.58,,,,,,,,,23.93,26.25
+16/08/2012,0,0,-33.36,-92.83,-107.73,-96.89,-99.5,-91.17,-93.52,-94.51,-97.21,,,,,,,,,23.89,25.34
+17/08/2012,0,0,-33.36,-92.85,-107.74,-96.9,-99.5,-91.19,-93.52,-94.51,-97.2,,,,,,,,,25.99,27.79
+18/08/2012,0,0,-33.32,-92.86,-107.76,-96.92,-99.51,-91.19,-93.54,-94.53,-97.2,,,,,,,,,26.66,28.09
+19/08/2012,0,0,-33.29,-92.86,-107.76,-96.92,-99.53,-91.2,-93.54,-94.54,-97.2,,,,,,,,,26.57,27.57
+20/08/2012,0,0,-33.28,-92.87,-107.77,-96.92,-99.53,-91.21,-93.55,-94.55,-97.22,,,,,,,,,26.37,27.52
+21/08/2012,0,0,-33.28,-92.88,-107.77,-96.91,-99.54,-91.22,-93.55,-94.56,-97.22,,,,,,,,,26.65,27.52
+22/08/2012,0,0,-33.27,-92.89,-107.78,-96.91,-99.55,-91.23,-93.55,-94.57,-97.25,,,,,,,,,26.58,27.58
+23/08/2012,0,0,-33.27,-92.9,-107.8,-96.91,-99.55,-91.23,-93.56,-94.57,-97.26,,,,,,,,,26.86,27.79
+24/08/2012,0,0,-33.27,-92.9,-107.82,-97.03,-99.55,-91.24,-93.57,-94.58,-97.27,,,,,,,,,25.41,26.3
+25/08/2012,0,0,-33.42,-92.91,-107.82,-97.03,-99.56,-91.25,-93.58,-94.6,-97.39,,,,,,,,,24.79,25.42
+26/08/2012,0.2,0.2,-33.44,-92.91,-107.84,-97.03,-99.58,-91.26,-93.58,-94.6,-97.39,,,,,,,,,23.2,24.77
+27/08/2012,0,0,-33.44,-92.93,-107.85,-97.03,-99.58,-91.28,-93.59,-94.62,-97.39,,,,,,,,,23.89,25.8
+28/08/2012,0,0,-33.44,-92.95,-107.85,-96.99,-99.6,-91.29,-93.6,-94.63,-97.3,,,,,,,,,22.53,24.33
+29/08/2012,0,0,-33.44,-92.95,-107.86,-96.99,-99.61,-91.3,-93.61,-94.64,-97.28,,,,,,,,,23.43,25.21
+30/08/2012,0,0,-33.4,-92.95,-107.87,-97.05,-99.61,-91.3,-93.61,-94.64,-97.11,,,,,,,,,23.89,24.92
+31/08/2012,11,16.8,-33.39,-92.95,-107.88,-97.22,-99.63,-91.3,-93.62,-94.65,-97.1,,,,,,,,,21.16,22.17
+01/09/2012,0,0,-33.39,-92.95,-107.88,-97.22,-99.63,-91.3,-93.63,-94.66,-97.07,,,,,,,,,17.11,18.97
+02/09/2012,4.2,6.2,-33.38,-92.94,-107.88,-97.22,-99.64,-91.3,-93.63,-94.66,-97.02,,,,,,,,,17.83,20.72
+03/09/2012,13,25.4,-33.37,-92.93,-107.87,-97.02,-99.64,-91.29,-93.62,-94.66,-96.99,,,,,,,,,18.2,19.93
+04/09/2012,22.8,35.8,-33.39,-92.91,-107.85,-97.02,-99.64,-91.22,-93.6,-94.61,-96.97,,,,,,,,,16.44,18.87
+05/09/2012,13.4,41,-33.4,-92.91,-107.85,-97.02,-99.64,-91.22,-93.6,-94.61,-96.99,,,,,,,,,18.18,20.27
+06/09/2012,2,2,-33.63,-92.91,-107.85,-97.02,-99.64,-91.22,-93.6,-94.61,-96.99,,,,,,,,,19.27,21.6
+07/09/2012,0,0,-33.63,-92.95,-107.91,-97.08,-99.64,-91.26,-93.62,-94.64,-97.31,,,,,,,,,20.9,22.85
+08/09/2012,0,0,-33.73,-92.97,-107.91,-97.1,-99.64,-91.27,-93.64,-94.66,-97.37,,,,,,,,,20.63,22.47
+09/09/2012,0,0,-33.63,-92.98,-107.91,-97.12,-99.65,-91.28,-93.64,-94.67,-97.37,,,,,,,,,20.36,21.68
+10/09/2012,0.2,0,-33.63,-92.98,-107.91,-97.12,-99.65,-91.28,-93.64,-94.67,-97.32,,,,,,,,,19.5,21.42
+11/09/2012,0,0,-33.63,-92.98,-107.9,-97.11,-99.64,-91.28,-93.64,-94.67,-97.32,,,,,,,,,19.92,21.8
+12/09/2012,1.8,0,-33.62,-92.94,-107.9,-97.11,-99.65,-91.26,-93.64,-94.66,-97.32,,,,,,,,,20.32,21.48
+13/09/2012,10.8,10.6,-33.58,-92.94,-107.89,-97.12,-99.65,-91.25,-93.63,-94.64,-96.34,,,,,,,,,15.77,18.52
+14/09/2012,13.2,9.6,-33.58,-92.94,-107.89,-97.16,-99.65,-91.25,-93.63,-94.64,-96.34,,,,,,,,,12.12,16.31
+15/09/2012,0,0,-33.58,-92.94,-107.9,-97.19,-99.69,-91.26,-93.65,-94.66,-96.34,,,,,,,,,18.24,20.72
+16/09/2012,0,0,-33.57,-92.97,-107.91,-97.19,-99.69,-91.27,-93.65,-94.68,-96.34,,,,,,,,,17.42,19.56
+17/09/2012,0,0,-33.57,-92.97,-107.92,-97.2,-99.69,-91.27,-93.65,-94.68,-96.33,,,,,,,,,16.99,19.11
+18/09/2012,0,0,-33.57,-92.98,-107.92,-97.19,-99.69,-91.29,-93.66,-94.68,-96.32,,,,,,,,,17.62,19.29
+19/09/2012,7.4,31.2,-33.57,-92.98,-107.93,-97.19,-99.69,-91.29,-93.66,-94.68,-96.32,,,,,,,,,17.3,18.49
+20/09/2012,1.6,0.2,-33.57,-93,-107.94,-97.19,-99.69,-91.31,-93.67,-94.69,-96.32,,,,,,,,,17.91,19.99
+21/09/2012,0,0,-33.57,-93.01,-107.95,-97.19,-99.69,-91.31,-93.69,-94.71,-96.35,,,,,,,,,16.26,18.29
+22/09/2012,0,0,-33.57,-93.02,-107.96,-97.17,-99.69,-91.31,-93.69,-94.71,-96.35,,,,,,,,,18.33,19.71
+23/09/2012,0,0,-33.59,-93.02,-107.97,-97.19,-99.72,-91.31,-93.69,-94.71,-96.35,,,,,,,,,20.92,21.86
+24/09/2012,0,0,-33.59,-93.03,-107.98,-97.19,-99.72,-91.34,-93.69,-94.71,-96.35,,,,,,,,,20.88,22.62
+25/09/2012,0,2.2,-33.88,-93.05,-107.98,-97.23,-99.72,-91.33,-93.71,-94.77,-96.48,,,,,,,,,19.13,20.84
+26/09/2012,0,0.2,-33.88,-93.06,-108.02,-97.28,-99.73,-91.34,-93.73,-94.78,-96.52,,,,,,,,,20.34,21.87
+27/09/2012,0,0,-33.87,-93.08,-108.03,-97.28,-99.74,-91.34,-93.74,-97.49,-96.52,,,,,,,,,22.16,22.97
+28/09/2012,0,0,-33.59,-93.09,-108.03,-97.87,-99.74,-91.34,-93.74,-97.49,-96.45,,,,,,,,,22.54,23.39
+29/09/2012,0,0,-33.59,-93.1,-108.03,-97.48,-99.75,-91.34,-93.74,-97.49,-96.46,,,,,,,,,23.79,24.5
+30/09/2012,28.8,25.4,-33.56,-93.1,-108.03,-97.48,-99.77,-91.35,-93.76,,-96.46,,,,,,,,,17.46,19.93
+01/10/2012,0.2,0.2,-33.56,-93.12,-108.06,-97.38,-99.78,-91.36,-93.76,,-96.46,,,,,,,,,17.97,20.56
+02/10/2012,1.4,0.2,-33.56,-93.13,-108.07,-97.48,-99.79,-91.36,-93.77,,-96.47,,,,,,,,,17.16,19.03
+03/10/2012,0.2,0,-33.56,-93.14,-108.07,-97.48,-99.81,-91.38,-93.78,,-96.48,,,,,,,,,15.98,18.01
+04/10/2012,0.2,0.2,-33.68,-93.15,-108.08,-97.49,-99.82,-91.39,-93.79,-94.86,-96.51,,,,,,,,,16.61,18.31
+05/10/2012,0.2,0,-33.68,-93.16,-108.1,-97.49,-99.83,-91.39,-93.8,-94.86,-96.53,,,,,,,,,17.11,18.68
+06/10/2012,0,0,-33.68,-93.17,-108.11,-97.52,-99.84,-91.4,-93.81,-94.86,-96.53,,,,,,,,,17.66,18.67
+07/10/2012,0,0,-33.68,-93.17,-108.11,-97.67,-99.84,-91.4,-93.81,-94.86,-96.53,,,,,,,,,17.09,18.24
+08/10/2012,0,0,-33.68,-93.17,-108.11,-97.65,-99.83,-91.4,-93.81,-94.86,-96.54,,,,,,,,,18.02,19.61
+09/10/2012,0.2,0.4,-33.67,-93.19,-108.12,-97.27,-99.83,-91.4,-93.81,-94.86,-96.54,,,,,,,,,16.96,18.53
+10/10/2012,0.2,0,-33.66,-93.19,-108.14,-97.09,-99.83,-91.4,-93.8,-94.86,-96.51,,,,,,,,,17.29,19.04
+11/10/2012,0.4,0.2,-33.66,-93.19,-108.14,-97.1,-99.85,-91.41,-93.8,-94.86,-96.5,,,,,,,,,17.19,18.91
+12/10/2012,8.8,11.2,-33.65,-93.19,-108.14,-97.1,-99.85,-91.41,-93.8,-94.87,-97.42,,,,,,,,,16.93,18.41
+13/10/2012,4.4,12,-33.65,-93.19,-108.14,-97.15,-99.85,-91.42,-93.82,-94.87,-97.46,,,,,,,,,14.55,16.72
+14/10/2012,0.4,0.2,-33.65,-93.18,-108.14,-97.19,-99.86,-91.43,,-94.87,,,,,,,,,,15.15,16.85
+15/10/2012,18.6,13,,-93.18,-108.14,-97.2,-99.87,,,,,,,,,,,,,15.96,17.81
+16/10/2012,0.2,0,,-93.17,-108.14,-97.42,-99.9,,,,,,,,,,,,,12.44,14.82
+17/10/2012,0.2,0,,-93.16,-108.13,-97.49,-99.91,,,,,,,,,,,,,14.26,16.24
+18/10/2012,0.4,0.2,,-93.16,-108.13,-97.61,-99.91,,,,,,,,,,,,,14.76,16.98
+19/10/2012,0,0,,-93.16,-108.13,-99.89,-99.91,-91.39,-93.81,-95.07,-98.15,,,,,,,,,16.57,18.93
+20/10/2012,0,0,-33.71,-93.18,-108.14,-99.89,-99.92,-91.39,-93.81,-94.39,-97.82,,,,,,,,,17.91,19.99
+21/10/2012,0,0,-33.67,-93.19,-108.15,-99.89,-99.92,-91.39,-93.81,-94.39,-97.71,,,,,,,,,18.88,20.46
+22/10/2012,0,0,-33.66,-93.21,-108.15,-98.24,-99.92,-91.39,-93.81,-95.03,-97.71,,,,,,,,,17.97,19.58
+23/10/2012,0.2,0.2,-33.63,-93.21,-108.18,-97.88,-99.93,-91.43,-93.84,-95.03,-97.71,,,,,,,,,17.14,18.8
+24/10/2012,0.2,0,-33.62,-93.21,-108.18,-97.88,-99.93,-91.43,-93.84,-95.03,-97.46,,,,,,,,,15.47,17.61
+25/10/2012,0,0,-33.62,-93.21,-108.18,-97.88,-99.93,-91.43,-93.84,-95.13,-97.45,,,,,,,,,15.12,17.25
+26/10/2012,38.6,77.6,-33.61,-93.21,-108.19,-97.88,-99.93,-91.45,-93.85,-95.14,-97.44,,,,,,,,,15.6,17.59
+27/10/2012,10.4,15.6,-33.59,-93.24,-108.21,-97.69,-99.94,-91.5,-93.87,-95.32,-97.44,,,,,,,,,15.62,17.61
+28/10/2012,3.8,4.6,-33.58,-93.26,-108.22,-97.41,-99.96,-91.51,-93.9,-95.32,-97.46,,,,,,,,,8.85,11.57
+29/10/2012,7,16.6,-33.58,-93.26,-108.22,-97.41,-99.97,-91.51,-93.9,-95.33,-97.49,,,,,,,,,6.05,8.88
+30/10/2012,0,0,-33.58,-93.28,-108.23,-97.63,-99.98,-91.51,-93.92,-95.33,-97.51,,,,,,,,,8.17,11.26
+31/10/2012,78.6,37.8,-33.58,-93.28,-108.24,-97.69,-99.99,-91.51,-93.92,-95.33,-97.54,,,,,,,,,10.56,13.37
+01/11/2012,12.4,5.8,,,-108.25,,,,,,,,,,,,,,,12.77,15.35
+02/11/2012,0.4,0.4,,,-108.29,,,,,,,,,,,,,,,12.15,14.3
+03/11/2012,0.2,0.2,,,-108.29,,,,,,,,,,,,,,,12.66,14.42
+04/11/2012,2.6,21,,,-108.29,,,,,,,,,,,,,,,15.81,17.11
+05/11/2012,4.4,1.8,,-93.41,-108.29,-108.66,-101.37,-91.57,-94,-95.55,-98.21,,,,,,,,,15.61,17.16
+06/11/2012,0.2,0,,-93.41,-108.3,-102.94,-100.07,-91.57,-94,-95.55,-97.95,,,,,,,,,11.85,13.7
+07/11/2012,0,1,-35.11,-93.4,-108.3,-97.65,-100.06,-91.57,-94,-95.54,-97.95,,,,,,,,,10.05,13.42
+08/11/2012,0.2,0.2,-33.64,-93.41,-108.33,-97.65,-100.06,-91.54,-94.03,-95.54,-98.21,,,,,,,,,9.73,12.28
+09/11/2012,0.2,0.2,-33.57,-93.41,-108.33,-97.63,-100.06,-91.54,,-95.54,,,,,,,,,,9.2,12.33
+10/11/2012,0,0,-33.55,-93.42,-108.33,-97.63,-100.06,-91.55,,-95.54,,,,,,,,,,12.71,14.62
+11/11/2012,33.8,4.4,-33.55,-93.44,-108.33,-97.63,-100.06,-91.55,,-95.54,,,,,,,,,,15.32,17.35
+12/11/2012,0.4,2,-33.55,-93.48,-108.37,-97.65,-100.09,-91.58,,-95.6,,,,,,,,,,16.4,18.55
+13/11/2012,0,0.2,-33.54,-93.48,-108.37,-97.65,-100.09,-91.58,,-95.6,,,,,,,,,,16.06,18.13
+14/11/2012,0.2,0,-33.52,-93.49,-108.38,-97.65,-100.09,-91.59,,-95.61,,,,,,,,,,14.08,17.05
+15/11/2012,1.2,0.4,-33.5,-93.49,-108.38,-97.65,-100.09,-91.59,,-95.63,,,,,,,,,,11.33,14.28
+16/11/2012,0,0,-33.48,-93.5,-108.39,-97.67,-100.1,-91.6,,-95.64,,,,,,,,,,10.19,13.8
+17/11/2012,4,3,-33.48,-93.51,-108.4,-97.67,-100.1,-91.61,,-95.65,,,,,,,,,,11.51,14.1
+18/11/2012,10.2,6.2,-33.48,-93.52,-108.4,-97.67,-100.1,-91.61,,-95.66,,,,,,,,,,11.9,14.75
+19/11/2012,1.6,11.8,-33.49,-93.52,-108.4,-97.67,-100.11,-91.61,,-99.32,,,,,,,,,,12.27,14.87
+20/11/2012,1,0.4,,-93.54,-108.4,-97.68,-100.12,,,,,,,,,,,,,12.02,14.34
+21/11/2012,0.2,0.2,,-93.54,-108.41,-97.7,-100.14,,,,,,,,,,,,,11.88,14.26
+22/11/2012,0.4,0.2,,-93.54,-108.42,-97.71,-100.15,,,,,,,,,,,,,11.56,13.54
+23/11/2012,0.2,0,,-93.58,-108.43,-97.72,-100.16,,,,,,,,,,,,,10.95,14.05
+24/11/2012,0.4,0.2,,-93.59,-108.43,-97.75,-100.18,,,,,,,,,,,,,9.85,12.47
+25/11/2012,0,0,,-93.59,-108.43,-97.75,-100.18,,,,,,,,,,,,,9.35,12.05
+26/11/2012,0.4,0,,-93.59,-108.44,-97.75,-100.18,,,,,,,,,,,,,9.87,12.26
+27/11/2012,13,3,,-93.59,-108.46,-97.74,-100.16,,,,,,,,,,,,,11.75,14.6
+28/11/2012,44,18.4,,-93.59,-108.47,-97.74,-100.16,,,,,,,,,,,,,11.25,13.85
+29/11/2012,51.6,46.8,,-93.6,-108.47,-97.74,-100.16,,,,,,,,,,,,,7.73,10.27
+30/11/2012,10,4,-33.57,-93.64,-108.49,-97.74,-100.18,-91.76,-94.2,-95.84,-97.6,,,,,,,,,6.54,9.55
+01/12/2012,13.2,16.2,-33.57,-93.66,-108.51,-97.77,-100.2,-91.76,-94.2,-95.84,-97.6,,,,,,,,,6.05,9.05
+02/12/2012,12.6,11.8,-33.57,-93.66,-108.54,-97.77,-100.2,-91.75,-94.2,-95.83,-97.6,,,,,,,,,6.27,9.23
+03/12/2012,0.2,0,,-93.66,-108.54,-97.77,-100.21,-91.73,,-95.83,,,,,,,,,,1.99,6.05
+04/12/2012,5.2,5,,-93.66,-108.54,-97.77,-100.21,-91.71,,-95.83,,,,,,,,,,7.03,9.58
+05/12/2012,0.8,5.2,,-93.68,-108.54,-97.8,-100.25,-91.71,,-95.86,,,,,,,,,,4.27,9.23
+06/12/2012,1.8,0,,-93.68,-108.54,-97.77,-100.21,-91.71,,-95.85,,,,,,,,,,2.38,7.98
+07/12/2012,24.4,20.6,,-93.68,-108.54,-97.8,-100.25,-91.72,,-95.86,,,,,,,,,,4.1,6.51
+08/12/2012,1.2,4.2,,-93.69,-108.55,-97.82,-100.25,-91.74,,-95.89,,,,,,,,,,1.86,5.9
+09/12/2012,0,0,,-93.72,-108.58,-97.82,-100.25,-91.74,,-95.9,,,,,,,,,,0.11,4.6
+10/12/2012,7.8,17.8,,-93.75,-108.6,-97.85,-100.25,-91.75,,-95.92,,,,,,,,,,4.05,5.84
+11/12/2012,0.2,0,,-93.76,-108.61,-97.86,-100.3,-91.79,,-95.94,,,,,,,,,,1.45,6.85
+12/12/2012,0,0,,-93.79,-108.62,-97.88,-100.31,-91.79,,-95.97,,,,,,,,,,1.1,5.23
+13/12/2012,0,0,,-93.8,-108.63,-97.88,-100.31,-91.79,,-95.97,,,,,,,,,,1.75,6.16
+14/12/2012,7.4,20.6,,-93.81,-108.63,-97.88,-100.31,-91.79,,-95.97,,,,,,,,,,6.69,9.86
+15/12/2012,2.6,8,,-93.81,-108.63,-97.87,-100.3,-91.79,,-95.96,,,,,,,,,,11.06,12.31
+16/12/2012,0,0,,-93.82,-108.63,-97.87,-100.3,-91.79,,-95.96,,,,,,,,,,10.74,13.09
+17/12/2012,5,10.8,,-93.83,-108.63,-97.87,-100.3,-91.79,,-95.96,,,,,,,,,,8.07,11.42
+18/12/2012,0,0,,-93.85,-108.67,-97.9,-100.31,-91.81,,-95.97,,,,,,,,,,4.97,10.92
+19/12/2012,0,0,,-93.86,-108.67,-97.91,-100.33,-91.82,,-95.99,,,,,,,,,,3.74,9.43
+20/12/2012,0,0,,-93.87,-108.68,-97.94,-100.36,-91.83,,-96,,,,,,,,,,5.3,7.99
+21/12/2012,3.6,3.6,,-93.9,-108.71,-97.94,-100.37,-91.84,,-96.02,,,,,,,,,,4.28,7.02
+22/12/2012,0,0,,-93.92,-108.71,-97.96,-100.37,-91.84,,-96.02,,,,,,,,,,5.9,8.91
+23/12/2012,0,0,,-93.93,-108.72,-97.97,-100.38,-91.84,,-96.04,,,,,,,,,,7.2,9.01
+24/12/2012,0.4,0,,-93.95,-108.75,-97.97,-100.38,-91.85,,-96.05,,,,,,,,,,8.38,11.34
+25/12/2012,0.2,0,,-93.96,-108.76,-97.98,-100.39,-91.85,,-96.05,,,,,,,,,,9.33,11.56
+26/12/2012,10.4,3,,-93.96,-108.78,-97.98,-100.39,-91.86,,-96.06,,,,,,,,,,11.13,13.37
+27/12/2012,0.6,9.8,,-93.97,-108.78,-98,-100.4,-91.87,,-96.07,,,,,,,,,,8.46,11.57
+28/12/2012,0.2,0,,-93.99,-108.79,-98,-100.41,-91.88,,-96.08,,,,,,,,,,8,12.5
+29/12/2012,0,0,,-93.99,-108.79,-98.01,-100.43,-91.89,,-96.11,,,,,,,,,,5.3,10.16
+30/12/2012,0,0,,-94,-108.8,-98.02,-100.44,-95.23,,-97.8,,,,,,,,,,5.18,8.4
+31/12/2012,0,0,,-94.01,-108.79,-98.03,-100.45,,,-99.5,,,,,,,,,,5.17,7.63
+01/01/2013,0.4,0.2,,,-108.85,,,,,,,,,,,,,,,5.9,8.69
+02/01/2013,0.6,0.8,,,-108.85,,,,,,,,,,,,,,,6.24,9.55
+03/01/2013,0,0,,,-108.86,,,,,,,,,,,,,,,7.4,11.71
+04/01/2013,0,0,,,-108.88,,,,,,,,,,,,,,,6.34,9.25
+05/01/2013,0,0,,,-108.92,,,,,,,,,,,,,,,6.08,8.8
+06/01/2013,0,0,,,-108.92,,,,,,,,,,,,,,,8.18,9.58
+07/01/2013,0,0,,,-108.92,,,,,,,,,,,,,,,7.98,10.05
+08/01/2013,0,0,,,-108.9,,,,,,,,,,,,,,,6.87,9.02
+09/01/2013,0,0,,,-108.89,,,,,,,,,,,,,,,6.79,9.2
+10/01/2013,2.2,3.2,,-94.12,-108.89,-98.1,-100.54,-91.94,-94.45,-96.19,-97.86,,,,,,,,,6.7,9
+11/01/2013,1,1.4,,-94.1,-108.89,-98.1,-100.51,-91.92,-94.45,-96.19,-97.71,,,,,,,,,5.71,8.01
+12/01/2013,0,0.2,-33.1,-94.08,-108.89,-98.1,-100.47,-91.92,-94.44,-96.19,-97.57,,,,,,,,,6.17,7.85
+13/01/2013,48.2,40,-33.1,-94.08,-108.9,-98.08,-100.53,-91.94,-94.45,-96.2,-97.51,,,,,,,,,6.99,9.19
+14/01/2013,8.2,5.4,-33.1,-94.07,-108.9,-98.08,-100.53,-91.94,-94.47,-96.2,-97.5,,,,,,,,,6.78,9.21
+15/01/2013,5.8,5,-33.1,-94.06,-108.9,-98.08,-100.51,-91.93,-94.48,-96.2,-97.51,,,,,,,,,4.39,7.55
+16/01/2013,21.4,30.2,-33.01,-94.06,-108.93,-98.08,-100.52,-91.97,-94.49,-96.2,-97.46,,,,,,,,,1.75,4.8
+17/01/2013,10,14.6,-32.93,-94.07,-108.93,-98.08,-100.53,-91.96,-94.5,-96.2,-97.41,,,,,,,,,1.32,4.96
+18/01/2013,1.8,0.6,-32.9,-94.1,-108.9,-98.13,-100.54,-91.96,-94.5,-96.23,-97.41,,,,,,,,,0.2,4.15
+19/01/2013,9.8,9,-32.99,-94.1,-108.89,-98.13,-100.54,-91.97,-94.51,-96.24,-97.46,,,,,,,,,2.28,5.28
+20/01/2013,31.4,43.6,-32.88,-94.11,-108.93,-98.1,-100.55,,-94.51,,-97.46,,,,,,,,,9.52,12.09
+21/01/2013,6.8,10.8,-32.88,-94.11,-108.93,-98.13,-100.56,,-94.51,,-97.46,,,,,,,,,5.71,9.15
+22/01/2013,2,9,-33.1,-94.17,-113.34,-98.14,-100.54,,-94.51,,-97.46,,,,,,,,,4.53,7.38
+23/01/2013,17.8,19,-32.88,-94.2,-113.5,-98.15,-100.57,,-94.54,,-97.33,,,,,,,,,2.79,6.05
+24/01/2013,1.2,1,-32.88,-94.21,-113.54,-98.19,-100.59,,-94.54,,-97.33,,,,,,,,,3.8,7.15
+25/01/2013,0,0,-32.59,-94.26,-113.72,-98.19,-100.6,,-94.54,,-97.24,,,,,,,,,3.39,7.99
+26/01/2013,0,0,-32.59,-94.26,-113.79,-98.21,-100.61,,-94.55,,-97.23,,,,,,,,,2.22,6.91
+27/01/2013,0,0,-32.42,-94.27,-113.81,-98.21,-100.62,,-94.55,,-97.13,,,,,,,,,3.12,6.05
+28/01/2013,14.6,18.2,-32.28,-94.28,-113.83,-98.21,-100.63,,-94.55,,-97.05,,,,,,,,,3.49,6.08
+29/01/2013,0,0,-32.22,-94.28,-113.83,-98.21,-100.64,,-94.55,,-97.05,,,,,,,,,5.42,8.3
+30/01/2013,0.2,0,-32.12,-94.27,-113.83,-98.21,-100.64,,-94.54,,-97.01,,,,,,,,,7.27,9.49
+31/01/2013,0.2,0,-32.01,-94.27,-113.83,-98.21,-100.64,,-94.5,,-96.93,,,,,,,,,8.94,11.97
+01/02/2013,0,0.2,-31.91,-94.25,-113.83,-98.24,-100.64,,-94.53,,-96.9,,,,,,,,,9.62,11.52
+02/02/2013,3.8,8.2,-31.81,-94.25,-113.83,-98.24,-100.64,,-94.53,,-96.9,,,,,,,,,8.61,11.11
+03/02/2013,3.2,5.2,-31.81,-94.25,-113.83,-98.24,-100.66,,-94.53,,-96.9,,,,,,,,,3.65,6.99
+04/02/2013,0,0,-31.81,-94.22,-113.79,-98.19,-100.66,,-94.53,,-96.9,,,,,,,,,3.42,7.31
+05/02/2013,0,0.8,,-94.22,-113.79,-98.19,-100.66,,-94.53,,-96.91,,,,,,,,,6.08,7.78
+06/02/2013,5.4,2.4,,-94.2,-113.28,-98.19,-100.65,,-94.52,,-97.02,,,,,,,,,5.08,8.15
+07/02/2013,13.2,17.8,,-94.2,-113.28,-98.22,-100.65,,-94.52,,,,,,,,,,,1.33,4.73
+08/02/2013,0.2,0,,-94.2,-113.28,-98.22,-100.65,,-94.52,,,,,,,,,,,2.42,5.73
+09/02/2013,0,0,,-94.2,-113.36,-98.22,-100.67,,-94.54,,,,,,,,,,,0.37,4.47
+10/02/2013,0,0,,-94.2,-113.37,-98.24,-100.67,,-94.54,,,,,,,,,,,0.33,3.84
+11/02/2013,55.6,20.8,,-94.2,-113.39,-98.24,-100.68,,-94.54,,,,,,,,,,,2.08,5.65
+12/02/2013,3.6,5.6,,-94.2,-113.41,-98.26,-100.69,,-94.53,,,,,,,,,,,3.95,7.1
+13/02/2013,0,0,,-94.2,-113.4,-98.26,-100.69,,-94.53,,,,,,,,,,,3.42,7.94
+14/02/2013,0,0,,-94.18,-113.39,-98.27,-100.71,,-94.52,,,,,,,,,,,4.14,8.22
+15/02/2013,0,0,,-94.2,-113.4,-98.27,-100.71,,-94.51,,,,,,,,,,,4.14,6.66
+16/02/2013,0,0,,-94.18,-113.41,-98.27,-100.71,,-94.49,,,,,,,,,,,4.96,8.2
+17/02/2013,3,4.4,,-94.18,-113.45,-98.27,-100.71,,-94.49,,,,,,,,,,,4.02,7.1
+18/02/2013,0.4,0.2,,-94.18,-113.45,-98.27,-100.71,,-94.49,,,,,,,,,,,3.13,6.19
+19/02/2013,0,0,-30.56,-94.18,-113.47,-98.25,-100.67,-92.06,-94.49,-96.23,-96.76,,,,,,,,,2.98,6.45
+20/02/2013,0,0,-30.56,-94.16,-113.5,-98.25,-100.67,-92.03,-94.48,-96.2,-96.75,,,,,,,,,3.53,5.96
+21/02/2013,1.8,0,-30.56,-94.15,-113.5,-98.25,-100.67,-92.02,-94.48,-96.2,-96.75,,,,,,,,,5.34,7.78
+22/02/2013,5,16.2,-33.27,-94.15,-113.5,,-100.68,-92.02,-94.48,-96.2,-96.75,,,,,,,,,6.25,8.92
+23/02/2013,46.8,32.8,,-94.16,-113.52,,-100.7,-92.02,-94.48,-96.2,-96.8,,,,,,,,,5.17,8.21
+24/02/2013,1.8,2.6,,,,,,-91.99,,,,,,,,,,,,2.47,5.85
+25/02/2013,12,10.2,,,,-100.48,,-91.99,,,,,,,,,,,,0.59,4.39
+26/02/2013,13.2,0,,,,-98.24,,-92.02,,,,,,,,,,,,3.13,6.76
+27/02/2013,0.4,0,-33.67,,-113.06,-98.24,-104.27,-92.02,-94.74,-96.8,-96.58,,,,,,,,,4.59,9.15
+28/02/2013,0,0,-29.5,-94.08,-112.2,-98.24,-100.73,-92.03,-94.35,-96.17,-96.58,,,,,,,,,5.73,8.66
+01/03/2013,0,0,-29.49,-94.08,-112.2,-98.25,-100.71,-92.05,-94.35,-96.17,-96.58,,,,,,,,,7.27,10.42
+02/03/2013,0,0,-29.39,-94.08,-112.2,-98.25,-100.71,-92.05,-94.35,-96.16,-96.58,,,,,,,,,8.48,11.33
+03/03/2013,0.2,0,-29.09,-94.06,-112.25,-98.25,-100.71,-92.05,-94.36,-96.15,-96.58,,,,,,,,,7.32,9.33
+04/03/2013,0.4,0.2,-29,-94.06,-112.25,-98.21,-100.71,-92.03,-94.4,-96.14,-96.59,,,,,,,,,7.38,9.03
+05/03/2013,0.4,0.6,-28.88,-94.06,-112.25,-98.21,-100.71,-91.99,-94.46,-96.11,-96.63,,,,,,,,,8.25,10.09
+06/03/2013,57.4,52.2,-28.79,-93.99,-112.05,-98.21,-100.71,-91.98,,-96.05,,,,,,,,,,10.53,12.7
+07/03/2013,7.4,10.4,-28.64,-93.99,-112.05,-98.21,-100.7,-91.98,,-96.05,,,,,,,,,,11.07,12.74
+08/03/2013,10.8,16.2,-28.51,-93.98,-112.05,-98.22,-100.65,-91.98,,-96.05,,,,,,,,,,10.33,
+09/03/2013,2,3.4,-28.38,-93.97,-112.13,-98.22,-100.64,-91.98,,-96.05,,,,,,,,,,11.59,
+10/03/2013,18.4,18.6,-28.2,-93.97,-112.13,-98.22,-100.64,-91.98,,-96.05,,,,,,,,,,10.21,
+11/03/2013,6.4,8.4,-28.2,-93.96,-112.13,-98.22,-100.68,-91.95,,-96.02,,,,,,,,,,9.33,
+12/03/2013,24.8,16,-28.2,-93.8,-104.75,-98.22,-100.64,-91.91,,-95.97,,,,,,,,,,6.7,
+13/03/2013,8.6,12.2,-28.44,-93.75,-104.66,-98.27,-100.68,-91.91,,-95.93,,,,,,,,,,5.56,
+14/03/2013,0.2,0.2,-28.44,-93.71,-104.62,-98.27,-100.69,-91.91,,-95.9,,,,,,,,,,4.87,8.97
+15/03/2013,0,0,-28.44,-93.7,-104.61,-98.27,-100.71,-91.89,,-95.89,,,,,,,,,,3.37,6.08
+16/03/2013,0,0,-28.25,-93.68,-104.6,-98.25,-100.71,-91.86,,-95.87,,,,,,,,,,2.75,5.72
+17/03/2013,2.4,5.6,-28.03,-93.63,-104.56,-98.25,-100.71,-91.86,,-95.84,,,,,,,,,,4.99,9
+18/03/2013,14,17.6,-27.79,-93.57,-104.55,-98.23,-100.69,-91.85,,-95.8,,,,,,,,,,8.69,12.24
+19/03/2013,0,0,-27.63,-93.55,-104.49,-98.23,-100.69,-91.85,,-95.79,,,,,,,,,,7.82,12.03
+20/03/2013,8.6,12.6,-27.43,-93.53,-104.46,-98.23,-100.68,-91.83,,-95.75,,,,,,,,,,7.66,11.72
+21/03/2013,1.2,0.6,-27.27,-93.53,-104.46,-98.22,-100.68,-91.85,,-95.75,,,,,,,,,,7.53,14.18
+22/03/2013,0,0,-27.11,-93.53,-104.46,-98.22,-100.68,-91.83,-95.48,-95.75,,,,,,,,,,8.66,14.77
+23/03/2013,0.2,0,-26.06,-93.57,-111.11,-98.22,-100.68,-91.83,-94.12,-95.73,-95.86,,,,,,,,,9.8,15.09
+24/03/2013,0,0,-25.82,-93.57,-111.11,-98.23,-100.67,-91.83,-94.09,-95.73,-95.86,,,,,,,,,12.89,19.46
+25/03/2013,26,36.8,-25.64,-93.59,-111.11,-98.24,-100.67,-91.84,-94.07,-95.73,-95.77,,,,,,,,,8.05,19.34
+26/03/2013,10.2,11.8,-25.48,-93.59,-111.03,-98.24,-100.67,-91.84,-94.07,-95.73,-95.77,,,,,,,,,7.26,
+27/03/2013,0.2,0.2,-25.35,-93.58,-111.02,-98.24,-100.67,-91.85,-94.07,-95.71,-95.72,,,,,,,,,9.23,
+28/03/2013,2,4.8,-25.22,-93.58,-111.02,-98.24,-100.67,-91.85,-94.05,-95.71,-94.62,,,,,,,,,9.1,
+29/03/2013,0,0.4,-25.11,-93.58,-110.87,-98.23,-100.67,-91.85,-94.02,-95.69,-94.62,,,,,,,,,12.45,16.81
+30/03/2013,12.6,6.4,-24.98,-93.53,-110.76,-98.23,-100.66,-91.85,-94.02,-95.68,-94.62,,,,,,,,,10.94,15.1
+31/03/2013,14.6,12,-24.86,-93.51,-110.73,-98.25,-100.64,-91.85,-94.01,-95.67,-94.62,,,,,,,,,8.74,
+01/04/2013,10,13.8,-24.86,-93.51,-110.71,-98.25,-100.64,-91.85,-93.72,-95.67,-95.56,,,,,,,,,9.33,
+02/04/2013,25.2,17.2,-24.86,-93.45,-110.53,-98.24,-100.65,-91.85,-93.43,-95.68,-95.56,,,,,,,,,8.55,15.25
+03/04/2013,0.2,0,,-93.42,-110.52,-98.24,-100.65,,-93.42,,-95.56,,,,,,,,,8.78,
+04/04/2013,0,0,,-93.41,-110.45,-98.24,-100.65,,-93.39,,-95.54,,,,,,,,,10.6,
+05/04/2013,6,2.2,,-93.41,-110.43,-98.24,-100.65,,-93.39,,-95.52,,,,,,,,,9.15,
+06/04/2013,0.2,0,,-93.41,-110.43,-98.25,-100.65,,-93.39,,-95.52,,,,,,,,,11.33,16.62
+07/04/2013,0,0,,-93.43,-110.42,-98.25,-100.65,,-93.39,,-95.5,,,,,,,,,11.67,19.4
+08/04/2013,0,0.4,,-93.43,-110.4,-98.25,-100.65,,-93.41,,-95.5,,,,,,,,,9.14,14.93
+09/04/2013,0,0,,-93.45,-110.43,-98.25,-100.65,,-93.93,,-95.5,,,,,,,,,11.42,18.18
+10/04/2013,0,0,-23.66,-93.43,-110.4,-98.26,-100.65,-91.85,-93.41,-95.64,-95.5,,,,,,,,,11.63,
+11/04/2013,0,0,-23.54,-93.43,-110.38,-98.26,-100.65,-91.85,-93.41,-95.6,-95.49,,,,,,,,,12.37,13.82
+12/04/2013,0,0,-23.43,-93.44,-110.34,-98.24,-100.67,-91.85,-93.87,-95.6,-95.45,,,,,,,,,13.32,13.6
+13/04/2013,0,0,-23.33,-93.44,-110.34,-98.23,-100.67,-91.85,-93.88,-95.61,-95.45,,,,,,,,,13.25,15.73
+14/04/2013,0,0,-23.22,-93.44,-110.34,-98.23,-100.65,-91.85,-93.88,-95.61,-95.45,,,,,,,,,15.05,16.28
+15/04/2013,0,0,-23.11,-93.47,-110.35,-98.22,-100.65,-91.85,-93.91,-95.61,-95.46,,,,,,,,,15.73,16.17
+16/04/2013,0,0,-23.01,-93.48,-110.37,-98.21,-100.64,-91.85,-93.92,-95.63,-95.47,,,,,,,,,15.66,16.38
+17/04/2013,0,0,-22.93,-93.48,-110.39,-98.21,-100.63,-91.85,-93.92,-95.63,-95.47,,,,,,,,,16.15,16.58
+18/04/2013,0,0,-22.83,-93.48,-110.39,-98.21,-100.63,-91.84,-93.93,-95.63,-95.47,,,,,,,,,16.65,17.4
+19/04/2013,0,0,-22.76,-93.48,-110.39,-98.23,-100.63,-91.84,-93.93,-95.64,-95.47,,,,,,,,,16.76,17.18
+20/04/2013,1.2,0,-22.66,-93.47,-110.38,-98.24,-100.64,-91.84,-93.93,-95.64,-95.47,,,,,,,,,10.93,13.22
+21/04/2013,0.4,1.4,-22.66,-93.47,-110.35,-98.24,-100.64,-91.84,-93.95,-95.64,-95.47,,,,,,,,,10.17,11.84
+22/04/2013,12,13.6,-22.66,-93.46,-110.35,-98.24,-100.65,-91.84,-93.95,-95.65,-95.47,,,,,,,,,7.03,8.97
+23/04/2013,0,2.6,-23.1,-93.46,-110.34,-98.23,-100.65,-91.84,-93.93,-95.64,-95.39,,,,,,,,,11.2,13.04
+24/04/2013,0,0,-23.4,-93.45,-110.31,-98.22,-100.65,-91.84,-93.93,-95.64,-95.33,,,,,,,,,16.04,18.27
+25/04/2013,0,0,-23.7,-93.41,-110.28,-98.21,-100.65,-91.84,-93.86,-95.58,-90.69,,,,,,,,,18.35,20.22
+26/04/2013,1.6,2.8,-23.71,-93.38,-110.25,-98.2,-100.63,-91.81,-93.85,-95.55,-90.6,,,,,,,,,15.24,16.31
+27/04/2013,2.8,0.6,-23.71,-93.35,-110.23,-98.19,-100.62,-91.81,-93.84,-95.53,-90.51,,,,,,,,,13.3,13.8
+28/04/2013,0,0,-23.7,-93.35,-110.15,-98.19,-100.62,-91.81,-93.81,-95.52,-90.48,,,,,,,,,17.27,18.58
+29/04/2013,0,0,-23.7,-93.35,-110.15,-98.19,-100.61,-91.8,-93.79,-95.5,-90.48,,,,,,,,,21.11,22.24
+30/04/2013,0,0,-23.68,-93.35,-110.12,-98.19,-100.61,-91.8,-93.79,-95.5,-90.46,,,,,,,,,20.96,21.98
+01/05/2013,3.2,3.2,-23.65,-93.35,-110.11,-98.18,-100.61,-91.8,-93.79,-95.5,-90.46,,,,,,,,,19.35,20.25
+02/05/2013,5,2.4,-23.64,-93.34,-110.11,-98.19,-100.6,-91.8,-93.78,-95.5,-90.46,,,,,,,,,16.13,18.43
+03/05/2013,0,0,-23.63,-93.32,-110.1,-98.19,-100.6,-91.79,-93.77,-95.49,-90.43,,,,,,,,,18.37,20
+04/05/2013,0.6,0,-23.62,-93.31,-110.08,-98.19,-100.6,-91.79,-93.77,-95.48,-90.43,,,,,,,,,19.01,21.02
+05/05/2013,2,1,-23.61,-93.31,-110.02,-98.19,-100.6,-91.79,-93.77,-95.44,-90.43,,,,,,,,,15.55,18.41
+06/05/2013,7,5.6,-23.61,-93.28,-110,-98.19,-100.6,-91.78,-93.73,-95.44,-90.43,,,,,,,,,14.05,15.52
+07/05/2013,0.4,20.2,-23.61,-93.28,-109.98,-98.18,-100.6,-91.78,-93.72,-95.43,-90.56,,,,,,,,,13.71,14.63
+08/05/2013,0.2,0,-23.61,-93.27,-109.98,-98.18,-100.6,-91.78,-93.72,-95.41,-92.96,,,,,,,,,15.08,16.22
+09/05/2013,0.2,0.2,-23.6,-93.27,-109.74,-98.19,-100.6,-91.78,-93.71,-95.4,-92.96,,,,,,,,,16.4,17.72
+10/05/2013,0.2,0,-23.56,-93.27,-109.74,-98.19,-100.6,-91.78,-93.69,-95.4,-92.96,,,,,,,,,16.25,17.24
+11/05/2013,0,0.4,-23.55,-93.28,-109.74,-98.19,-100.6,-91.78,-93.69,-95.4,-95,,,,,,,,,14.64,15.84
+12/05/2013,0.2,0,-23.55,-93.28,-109.74,-98.19,-100.61,-91.78,-93.71,-95.42,-93.48,,,,,,,,,14,15.67
+13/05/2013,0,0,-23.55,-93.28,-109.74,-98.19,-100.6,-91.77,-93.66,-95.42,-93.48,,,,,,,,,14.62,17.65
+14/05/2013,0.2,0,-23.56,-93.28,-109.74,-98.19,-100.6,-91.77,-93.66,-95.42,-95.06,,,,,,,,,15.56,17.02
+15/05/2013,0,0,-23.56,-93.28,-109.7,-98.18,-100.59,-91.77,-93.6,-95.4,-95.08,,,,,,,,,14.85,16.04
+16/05/2013,14.8,18.6,-23.56,-93.28,-109.7,-98.18,-100.59,-91.77,-93.6,-95.36,-95.08,,,,,,,,,14.76,16.5
+17/05/2013,6,0.4,-23.4,-93.29,-109.7,-98.18,-100.59,-91.77,-93.6,-95.34,-95.14,,,,,,,,,13.82,15.48
+18/05/2013,0,0.4,-23.37,-93.26,-109.73,-98.13,-100.59,-91.77,-93.6,-95.34,-95.15,,,,,,,,,17.33,18.73
+19/05/2013,0,0.2,-23.37,-93.26,-109.73,-98.11,-100.59,-91.77,-93.61,-95.33,-95.15,,,,,,,,,14.45,16.35
+20/05/2013,0.2,0.4,-23.4,-93.26,-109.73,-98.11,-100.59,-91.73,-93.61,-95.33,-95.14,,,,,,,,,13.9,15.29
+21/05/2013,4,5,-23.43,-93.23,-109.7,-98.11,-100.57,-91.71,-93.64,-95.32,-95.1,,,,,,,,,13.37,14.92
+22/05/2013,14,18.2,-23.46,-93.2,-109.67,-98.14,-100.57,-91.71,-93.64,-95.31,-92.79,,,,,,,,,15.62,17.53
+23/05/2013,5.8,8.2,-23.52,-93.2,-109.67,-98.14,-100.57,-91.71,-93.6,-95.26,-92.79,,,,,,,,,12.46,14.41
+24/05/2013,0.2,0.2,-23.52,-93.2,-109.65,-98.14,-100.57,-91.71,-93.57,-95.25,-90.11,,,,,,,,,11.96,13.5
+25/05/2013,0.2,1,-23.56,-93.2,-109.67,-98.13,-100.57,-91.71,-93.6,-95.26,-90.05,,,,,,,,,10.91,11.99
+26/05/2013,0.6,0,-23.56,-93.19,-109.67,-98.1,-100.57,-91.71,-93.57,-95.23,-90.05,,,,,,,,,10.88,12.59
+27/05/2013,0.2,0.4,-23.59,-93.19,-109.65,-98.1,-100.57,-91.7,-93.55,-95.2,-90.01,,,,,,,,,13.29,14.46
+28/05/2013,0,0,-23.59,-93.18,-109.58,-98.1,-100.54,-91.68,-93.54,-95.17,-90.01,,,,,,,,,15.28,16.57
+29/05/2013,1.2,5.4,-23.59,-93.18,-109.57,-98.1,-100.54,-91.68,-93.5,-95.15,-90.01,,,,,,,,,13.35,14.45
+30/05/2013,4.4,11,-23.59,-93.18,-109.55,-98.1,-100.53,-91.67,-93.48,-95.12,-90.01,,,,,,,,,11.18,11.78
+31/05/2013,1,6.4,-23.59,-93.18,-109.55,-98.09,-100.54,-91.67,-93.47,-95.12,-90.01,,,,,,,,,11.52,12.35
+01/06/2013,4.2,16.8,-23.63,-93.15,-109.55,-98.09,-100.53,-91.68,-93.42,-95.09,-89.94,,,,,,,,,11.97,12.78
+02/06/2013,0.2,0,-23.65,-93.14,-109.55,-98.09,-100.53,-91.67,-93.42,-95.09,-89.9,,,,,,,,,15.17,16.75
+03/06/2013,1,0.2,-23.66,-93.15,-109.56,-98.09,-100.53,-91.67,-93.4,-95.07,-89.9,,,,,,,,,14,15.96
+04/06/2013,3.6,31.6,-23.7,-93.15,-109.58,-98.09,-100.53,-91.67,-93.41,-95.07,-89.88,,,,,,,,,15.11,15.26
+05/06/2013,1.6,6,-23.7,-93.14,-109.62,-98.09,-100.52,-91.67,-93.41,-95.07,-89.84,,,,,,,,,15.93,16.29
+06/06/2013,0.4,0,-23.71,-93.14,-109.62,-98.09,-100.51,-91.67,-93.38,-95.06,-89.84,,,,,,,,,17.48,18.69
+07/06/2013,0.2,0,-23.71,-93.14,-109.63,-98.08,-100.5,-91.66,-93.38,-95.04,-89.91,,,,,,,,,19.11,20.05
+08/06/2013,0,0,-23.72,-93.13,-109.65,-98.08,-100.5,-91.66,-93.33,-95.02,-89.8,,,,,,,,,19.04,19.87
+09/06/2013,0,0.2,-23.74,-93.13,-109.65,-98.08,-100.49,-91.65,-93.33,-95.01,-89.85,,,,,,,,,18.49,18.69
+10/06/2013,0,0,-23.74,-93.13,-109.66,-98.08,-100.49,-91.65,-93.33,-95.01,-92.12,,,,,,,,,16.48,18.18
+11/06/2013,0,0,-23.74,-93.16,-109.66,-98.07,-100.48,-91.65,-93.37,-95.01,-89.85,,,,,,,,,16.95,18.66
+12/06/2013,0,0,-23.79,-93.16,-109.7,-98.07,-100.48,-91.66,-93.39,-95.03,-89.85,,,,,,,,,21.03,21.41
+13/06/2013,0,0,-23.8,-93.16,-109.76,-98.06,-100.48,-91.66,-93.39,-95.03,-89.87,,,,,,,,,21.09,22.56
+14/06/2013,0,0,-23.8,-93.16,-109.78,-98.06,-100.47,-91.66,-93.39,-95.04,-89.87,,,,,,,,,21.27,22.82
+15/06/2013,0,0,-23.83,-93.16,-109.79,-98.06,-100.47,-91.66,-93.4,-95.04,-89.87,,,,,,,,,21.82,22.24
+16/06/2013,0,0,-23.83,-93.16,-109.82,-98.07,-100.47,-91.66,-93.41,-95.04,-94.41,,,,,,,,,22.56,23.26
+17/06/2013,0,0,-23.84,-93.16,-109.85,-98.07,-100.47,-91.67,-93.41,-95.04,-94.87,,,,,,,,,24.6,24.75
+18/06/2013,0,0,-23.85,-93.17,-109.86,-98.07,-100.47,-91.67,-93.42,-95.05,-94.87,,,,,,,,,26.2,26.26
+19/06/2013,0,0,-23.85,-93.17,-109.87,-98.07,-100.47,-91.67,-93.42,-95.05,-94.87,,,,,,,,,25.54,26.33
+20/06/2013,0,0,-23.86,-93.17,-109.92,-98.08,-100.47,-91.67,-93.42,-95.07,-94.88,,,,,,,,,24.7,25.57
+21/06/2013,0,0,-23.89,-93.17,-109.93,-98.08,-100.47,-91.68,-93.44,-95.07,-94.91,,,,,,,,,23.21,24
+22/06/2013,0,0,-23.93,-93.18,-109.96,-98.08,-100.47,-91.68,-93.45,-95.12,-94.95,,,,,,,,,20.77,22.54
+23/06/2013,0,0,-24.01,-93.18,-110.01,-98.09,-100.47,-91.68,-93.46,-95.12,-94.95,,,,,,,,,20.43,21.91
+24/06/2013,0,0,-24.02,-93.19,-110.04,-98.09,-100.48,-91.68,-93.47,-95.13,-94.95,,,,,,,,,17.87,19.1
+25/06/2013,0,0,-24.04,-93.19,-110.06,-98.09,-100.48,-91.68,-93.46,-95.12,-94.95,,,,,,,,,17.79,20.05
+26/06/2013,0.8,17.2,-24.06,-93.19,-110.07,-98.09,-100.48,-91.68,-93.45,-95.12,-94.9,,,,,,,,,17.06,17.99
+27/06/2013,0.2,0,-24.08,-93.19,-110.07,-98.09,-100.48,-91.68,-93.46,-95.11,-94.9,,,,,,,,,17.74,19.46
+28/06/2013,0.6,0,-24.09,-93.19,-110.08,-98.08,-100.48,-91.68,-93.47,-95.09,-94.93,,,,,,,,,17.16,18.45
+29/06/2013,0.2,0,-24.13,-93.19,-110.1,-98.08,-100.47,-91.68,-93.47,-95.09,-94.92,,,,,,,,,17.54,19.87
+30/06/2013,0,0,-24.13,-93.19,-110.15,-98.07,-100.46,-91.68,-93.47,-95.09,-94.92,,,,,,,,,18.88,19.81
+01/07/2013,0,0,-24.17,-93.19,-110.17,-98.06,-100.46,-91.68,-93.47,-95.11,-94.93,,,,,,,,,19.85,20.9
+02/07/2013,0,0,-24.18,-93.18,-110.17,-98.06,-100.46,-91.67,-93.45,-95.11,-94.92,,,,,,,,,21.74,22.37
+03/07/2013,0,0,-24.22,-93.17,-110.17,-98.06,-100.46,-91.67,-93.45,-95.11,-94.91,,,,,,,,,20.79,22.11
+04/07/2013,6,12.2,-24.25,-93.17,-110.17,-98.06,-100.46,-91.67,-93.45,-95.07,-94.9,,,,,,,,,18.82,20.35
+05/07/2013,0.4,0,-24.29,-93.16,-110.17,-98.06,-100.46,-91.67,-93.45,-95.08,-94.9,,,,,,,,,23.17,23.99
+06/07/2013,0,0.2,-24.33,-93.16,-110.18,-98.05,-100.45,-91.67,-93.45,-95.08,-94.9,,,,,,,,,23.13,24.55
+07/07/2013,1.2,1,-24.41,-93.17,-110.18,-98.03,-100.44,-91.67,-93.45,-95.08,-94.88,,,,,,,,,20.89,22.97
+08/07/2013,2.8,3.6,-24.46,-93.18,-110.18,-98.03,-100.44,-91.67,-93.46,-95.09,-94.88,,,,,,,,,20.74,22.29
+09/07/2013,1.8,1.6,-24.51,,-110.19,-98.03,-100.4,-91.67,-93.46,-95.1,-94.88,,,,,,,,,20,21.65
+10/07/2013,1,2.6,-24.54,,-110.21,-98.03,-100.4,-91.66,-93.47,-95.11,-94.87,,,,,,,,,21.39,22.46
+11/07/2013,3.4,0.6,-24.56,,-110.23,-98.03,-100.4,-91.65,-93.47,-95.11,-94.86,,,,,,,,,20.32,21.93
+12/07/2013,0.2,0,-24.59,,-110.23,-98.03,,-91.62,,-95.1,-94.86,,,,,,,,,22.15,23.85
+13/07/2013,0,0,-24.63,,-110.23,-98.03,,-91.61,,-95.09,-94.86,,,,,,,,,21.98,23.79
+14/07/2013,0,0,-24.67,,-110.23,-98.02,,-91.61,,-95.08,-94.85,,,,,,,,,22.37,24.45
+15/07/2013,0.2,0,-24.7,,-110.24,-98.02,,-91.61,,-95.07,-94.85,,,,,,,,,22.31,23.78
+16/07/2013,0,0,-24.74,,-110.26,-98.01,,-91.61,,-95.04,-94.86,,,,,,,,,23.21,25.1
+17/07/2013,0,0,-24.76,,-110.26,-98.01,,-91.61,,-95.04,-94.85,,,,,,,,,23.47,24.7
+18/07/2013,1,0,-24.8,,-110.26,-98,,-91.61,,-95.04,-94.85,,,,,,,,,22.33,23.41
+19/07/2013,1.6,0.8,-24.83,,-110.26,-97.98,,-91.6,,-95.02,-94.83,,,,,,,,,20.3,22
+20/07/2013,0,0.2,-24.86,,-110.26,-97.94,,-91.59,,-95.02,-94.79,,,,,,,,,21.83,23.33
+21/07/2013,0.8,1.8,-24.88,,-110.24,-97.93,,-91.57,,-95.02,-94.78,,,,,,,,,20.51,22.33
+22/07/2013,0,0,-24.94,,-110.24,-97.93,,-91.55,,-95.02,-94.78,,,,,,,,,22.68,24.36
+23/07/2013,0.2,0,-24.95,,-110.22,-97.92,,-91.55,,-95.02,-94.79,,,,,,,,,23.37,25.14
+24/07/2013,0,0,-25.03,,-110.22,-97.92,,-91.54,,-95,-94.8,,,,,,,,,23.42,25.33
+25/07/2013,0,0,-25.05,,-110.22,-97.92,,-91.53,,-95,-94.8,,,,,,,,,23.38,25.23
+26/07/2013,0,0,-25.11,,-110.24,-97.92,,-91.53,,-94.97,-94.8,,,,,,,,,24.91,26.49
+27/07/2013,0,0,-25.11,,-110.26,-97.92,,-91.53,,-94.97,-94.81,,,,,,,,,26.09,27.52
+28/07/2013,0,0,-25.19,,-110.32,-97.92,,-91.53,,-94.98,-94.81,,,,,,,,,26.49,27.96
+29/07/2013,0,0,-25.23,,-110.35,-97.92,,-91.53,,-94.98,-94.81,,,,,,,,,25.54,27.1
+30/07/2013,0,0,-25.28,,-110.36,-97.92,,-91.53,,-94.98,-94.81,,,,,,,,,23.95,26.58
+31/07/2013,0,0,-25.32,,-110.36,-97.92,,-91.52,,-94.98,-94.81,,,,,,,,,24.28,26.37
+01/08/2013,0,0,-25.36,,-110.37,-97.92,,-91.52,,-94.98,-94.79,,,,,,,,,24.78,26.44
+02/08/2013,0,0,-25.41,,-110.4,-97.91,,-91.52,,-94.98,-94.77,,,,,,,,,25.05,26.82
+03/08/2013,0,0,-25.46,,-110.41,-97.91,,-91.52,,-94.97,-94.77,,,,,,,,,26.17,28.7
+04/08/2013,0,0,-25.51,,-110.41,-97.91,,-91.51,,-94.97,-94.77,,,,,,,,,27.19,29.16
+05/08/2013,0,0,-25.56,,-110.42,-97.91,,-91.51,,-94.98,-94.77,,,,,,,,,27.64,29.13
+06/08/2013,0,0,-25.61,,-110.44,-97.91,,-91.5,,-94.97,-94.77,,,,,,,,,28.16,29.04
+07/08/2013,0,0,-25.65,,-110.46,-97.91,,-91.5,,-94.98,-94.77,,,,,,,,,27.91,28.53
+08/08/2013,0,0,-25.65,,-110.46,-97.92,,-91.5,,-94.98,-94.77,,,,,,,,,27.81,28.79
+09/08/2013,0,0.6,-25.73,,-110.47,-97.92,,-91.5,,-94.98,-94.76,,,,,,,,,22.8,24.08
+10/08/2013,0,0,-25.77,,-110.48,-97.92,,-91.5,,-94.99,-94.76,,,,,,,,,23.53,24.35
+11/08/2013,0,0,-25.87,,-110.49,-97.92,,-91.5,,-95,-92.43,,,,,,,,,23.71,24.92
+12/08/2013,0,0,-25.94,,-110.49,-97.92,,-91.5,,-94.99,-92.43,,,,,,,,,23.59,24.88
+13/08/2013,0,0,-25.99,,-110.53,-97.91,,-91.5,,-94.99,-94.78,,,,,,,,,23.26,24.57
+14/08/2013,0,0,-26.05,,-110.54,-97.91,,-91.51,,-95,-94.8,,,,,,,,,23.44,25.05
+15/08/2013,0,0,-26.08,,-110.62,-97.91,,-91.5,,-95,-94.81,,,,,,,,,23.59,25.5
+16/08/2013,0,0,-26.19,,-110.64,-97.9,,-91.5,,-95,-94.81,,,,,,,,,23.66,25.58
+17/08/2013,0,0,-26.25,,-110.64,-97.9,,-91.5,,-95,-94.81,,,,,,,,,23.09,25.01
+18/08/2013,0,0,-26.32,,-110.63,-97.89,,-91.5,,-94.99,-94.81,,,,,,,,,23.05,24.7
+19/08/2013,0,0,-26.39,,-110.63,-97.89,,-91.5,,-94.97,-94.8,,,,,,,,,22.85,24.61
+20/08/2013,2.2,0,-26.44,,-110.63,-97.89,,-91.5,,-94.97,-94.8,,,,,,,,,20.12,22.14
+21/08/2013,0.2,0,-26.54,,-110.63,-97.9,,-91.5,,-94.97,-94.81,,,,,,,,,21.95,24.24
+22/08/2013,0,0,-26.62,,-110.68,-97.9,,-91.5,,-94.97,-94.81,,,,,,,,,22.49,24.26
+23/08/2013,0.2,0,-26.7,,-110.68,-97.81,,-91.5,,-94.97,-94.81,,,,,,,,,22.19,24.05
+24/08/2013,0.2,0,-26.78,,-110.68,-97.79,,-91.51,,-94.97,-94.83,,,,,,,,,21.91,23.85
+25/08/2013,2.6,51.8,-26.82,,-110.65,-97.79,,-91.5,,-94.98,-94.83,,,,,,,,,20.26,21.04
+26/08/2013,1,26.2,-26.89,,-110.6,-97.8,,-91.48,,-94.98,-94.83,,,,,,,,,21.09,22.26
+27/08/2013,2.4,23.2,-26.99,-93.01,-110.6,-97.81,-100.25,-91.48,-93.37,-94.98,-94.86,,,,,,,,,19.65,20.56
+28/08/2013,0.4,0.2,-27.1,-93.01,-110.6,-97.8,-100.24,-91.47,-93.36,-94.98,-94.85,,,,,,,,,19.03,20.67
+29/08/2013,0.2,0,-27.19,-92.99,-110.63,-97.8,-100.24,-91.46,-93.35,-95.01,-94.83,,,,,,,,,20.02,21.17
+30/08/2013,0.2,0,-27.31,-92.99,-110.64,-97.8,-100.24,-91.46,-93.35,-95.01,-94.82,,,,,,,,,20.17,21.84
+31/08/2013,0.2,0,-27.42,-92.99,-110.64,-97.79,-100.25,-91.46,-93.33,-95,-93.82,,,,,,,,,20.48,22.28
+01/09/2013,0.2,0,-27.53,-92.99,-110.65,-97.77,-100.25,-91.46,-93.33,-94.98,-90.23,,,,,,,,,19.93,22.37
+02/09/2013,0.2,0,-27.65,-92.98,-110.65,-97.77,-100.25,-91.45,-93.33,-94.98,-89.83,,,,,,,,,20.77,21.95
+03/09/2013,0,0,-27.77,-92.97,-110.65,-97.77,-100.24,-91.45,-93.32,-94.97,-90.23,,,,,,,,,21.47,22.99
+04/09/2013,0.2,0,-27.89,-92.97,-110.64,-97.77,-100.23,-91.45,-93.32,-94.97,-90.23,,,,,,,,,22.5,23.49
+05/09/2013,0,0,-28.01,-92.97,-110.64,-97.78,-100.21,-91.45,-93.32,-94.97,-94.98,,,,,,,,,22.18,23.33
+06/09/2013,0,0,-28.14,-92.97,-110.64,-97.78,-100.21,-91.45,-93.32,-94.98,-95.08,,,,,,,,,22.33,23.2
+07/09/2013,0,0,-28.28,-92.99,-110.73,-97.78,-100.19,-91.44,-93.34,-95.02,-95.08,,,,,,,,,21.89,23.06
+08/09/2013,0,0,-28.42,-92.99,-110.75,-97.79,-100.18,-91.44,-93.34,-95.02,-95.08,,,,,,,,,22.1,23.03
+09/09/2013,0.6,7.4,-28.56,-92.99,-110.76,-97.79,-100.13,-91.44,-93.35,-95.02,-95.16,,,,,,,,,20.14,21.19
+10/09/2013,1,2.4,-28.72,-92.98,-110.78,-97.79,-100.13,-91.44,-93.35,-95.01,-93.33,,,,,,,,,18.67,19.2
+11/09/2013,0.4,0.6,-28.88,-92.98,-110.79,-97.77,-100.13,-91.44,-93.35,-95.01,-93.33,,,,,,,,,18.6,19.96
+12/09/2013,0.4,4.2,-29.04,-92.98,-110.8,-97.75,-100.2,-91.44,-93.35,-95.01,-91.06,,,,,,,,,16.28,17.49
+13/09/2013,0,0,-29.25,-92.98,-110.84,-97.74,-100.2,-91.45,-93.37,-95.03,-95.3,,,,,,,,,16.95,18.67
+14/09/2013,0.2,0,-29.44,-92.98,-110.84,-97.74,-100.2,-91.45,-93.37,-95.04,-92.48,,,,,,,,,17.08,18.31
+15/09/2013,1.4,20.8,-29.61,-92.98,-110.84,-97.75,-100.12,-91.45,-93.37,-95.04,-95.38,,,,,,,,,16.82,18.01
+16/09/2013,0.2,0,-29.86,-92.98,-110.8,-97.76,-100.12,-91.44,-93.37,-95.05,-92.48,,,,,,,,,16.67,18.16
+17/09/2013,0,0,-30.07,-92.98,-110.8,-97.76,-100.12,-91.44,-93.38,-95.05,-95.38,,,,,,,,,16.08,17.5
+18/09/2013,0.2,0,-30.35,-92.99,-110.8,-97.76,-100.17,-91.44,-93.38,-95.05,-95.38,,,,,,,,,16.88,17.37
+19/09/2013,0,0.2,-30.64,-93.02,-110.86,-97.76,-100.18,-91.46,-93.39,-95.05,-95.8,,,,,,,,,17.85,18.52
+20/09/2013,0.2,0,-30.97,-93.04,-110.92,-97.76,-100.18,-91.47,-93.42,-95.09,-95.87,,,,,,,,,18.48,19.44
+21/09/2013,0,0,-31.32,-93.07,-111.01,-97.76,-100.18,-91.47,-93.45,-95.11,-95.87,,,,,,,,,19.46,21.03
+22/09/2013,0.2,0,-31.73,-93.07,-111.04,-97.76,-100.18,-91.47,-93.48,-95.15,-95.87,,,,,,,,,18.3,19.73
+23/09/2013,0,0,-32.18,-93.07,-111.06,-97.76,-100.18,-91.47,-93.48,-95.15,-91.72,,,,,,,,,16.52,18.24
+24/09/2013,0,0,-32.8,-93.07,-111.06,-97.75,-100.18,-91.47,-93.48,-95.17,-91.72,,,,,,,,,17.07,17.99
+25/09/2013,0.2,0,-33.85,-93.07,-111.11,-97.73,-100.18,-91.47,-93.49,-95.17,-91.72,,,,,,,,,16.81,17.57
+26/09/2013,0,0.2,-36.53,-93.1,-111.14,-97.73,-100.18,-91.47,-93.5,-95.2,-95.72,,,,,,,,,17.84,18.86
+27/09/2013,0.2,0.2,-36.53,-93.1,-111.19,-97.73,-100.18,-91.47,-93.51,-95.23,-96.08,,,,,,,,,18.38,19.56
+28/09/2013,0.2,0,-36.53,-93.1,-111.19,-97.75,-100.18,-91.47,-93.52,-95.23,-96.13,,,,,,,,,18.93,19.42
+29/09/2013,3.6,23,-35.67,-93.11,-111.21,-97.77,-100.18,-91.47,-93.53,-95.21,-96.13,,,,,,,,,18.79,19.72
+30/09/2013,2.2,6,-35.67,-93.11,-111.23,-97.77,-100.19,-91.47,-93.55,-95.21,-96.13,,,,,,,,,17.08,18.58
+01/10/2013,0.2,0,-35.67,-93.13,-111.27,-97.77,-100.19,-91.48,-93.55,-95.27,-96.13,,,,,,,,,16.47,18.9
+02/10/2013,0,0,-37.38,-93.18,-111.32,-97.78,-100.22,-91.51,-93.58,-95.27,-96.14,,,,,,,,,17.17,18.87
+03/10/2013,0.2,0,-38.63,-93.19,-111.38,-97.78,-100.22,-91.52,-93.6,-95.29,-96.19,,,,,,,,,15.93,17.14
+04/10/2013,0,1.8,-40.02,-93.19,-111.44,-97.78,-100.22,-91.52,-93.62,-95.36,-96.19,,,,,,,,,16.08,17.18
+05/10/2013,2.8,23.8,-41.22,-93.19,-111.49,-97.78,-100.21,-91.53,-93.64,-95.36,-96.24,,,,,,,,,15.25,16.58
+06/10/2013,0.4,9,-41.22,-93.21,-111.52,-97.78,-100.21,-91.53,-93.64,-95.37,-96.24,,,,,,,,,17.37,18.69
+07/10/2013,0.2,0.8,-41.22,-93.23,-111.6,-97.78,-100.21,-91.53,-93.66,-95.37,-96.24,,,,,,,,,15.9,17.65
+08/10/2013,0.2,12.2,-31.46,-93.23,-111.65,-97.77,-100.2,-91.53,-93.67,-95.37,-96.24,,,,,,,,,14.7,16.62
+09/10/2013,0,8.4,-31.43,-93.23,-111.67,-97.77,-100.14,-91.53,-93.67,-95.36,-96.24,,,,,,,,,14.02,15.07
+10/10/2013,2,47.8,-31.41,-93.24,-111.69,-97.77,-100.11,-91.53,-93.67,-95.37,-96.24,,,,,,,,,13.87,14.87
+11/10/2013,0.2,3.8,-31.41,-93.26,-111.72,-97.77,-100.11,-91.53,-93.68,-95.37,-96.23,,,,,,,,,14.56,16
+12/10/2013,0.2,5.6,-31.43,-93.28,-111.72,-97.77,-100.14,-91.55,-93.7,-95.37,-96.23,,,,,,,,,16.1,16.44
+13/10/2013,0.2,0,-31.65,-93.29,-111.8,-97.79,-100.22,-91.55,-93.71,-95.38,-96.27,,,,,,,,,16.39,18.55
+14/10/2013,0,0,-31.83,-93.29,-111.86,-97.79,-100.22,-91.55,-93.71,-95.39,-96.27,,,,,,,,,16.74,17.78
+15/10/2013,0,8.6,-31.97,-93.29,-111.9,-97.8,-100.23,-91.55,-93.71,-95.39,-96.27,,,,,,,,,16.01,17.1
+16/10/2013,0.4,2.2,-32.14,-93.3,-111.9,-97.81,-100.23,-91.55,-93.72,-95.4,-96.28,,,,,,,,,16.31,18.71
+17/10/2013,0,0,-32.3,-93.33,-112.01,-97.81,-100.23,-91.57,-93.75,-95.4,-96.33,,,,,,,,,14.48,16.6
+18/10/2013,0,0,-32.49,-93.33,-112.06,-97.8,-100.24,-91.58,-93.75,-95.41,-96.33,,,,,,,,,15.42,16.62
+19/10/2013,0,0,-32.67,-93.35,-112.11,-97.8,-100.25,-91.59,-93.76,-95.41,-96.33,,,,,,,,,14.8,16.68
+20/10/2013,0,0.2,-32.86,-93.35,-112.14,-97.81,-100.25,-91.59,-93.76,-95.41,-96.37,,,,,,,,,16.96,17.86
+21/10/2013,0.2,0,-33.09,-93.36,-112.14,-97.81,-100.25,-91.59,-93.76,-95.42,-96.38,,,,,,,,,16.86,17.91
+22/10/2013,0,0,-33.27,-93.36,-112.18,-97.81,-100.25,-91.59,-93.76,-95.42,-96.38,,,,,,,,,17.03,18.15
+23/10/2013,0,0,-33.48,-93.37,-112.23,-97.81,-100.25,-91.59,-93.79,-95.42,-96.39,,,,,,,,,17.74,18.1
+24/10/2013,0.2,0.6,-33.65,-93.39,-112.25,-97.81,-100.25,-91.6,-93.79,-95.44,-96.41,,,,,,,,,16.29,17.47
+25/10/2013,0.2,0.2,-33.81,-93.4,-112.25,-97.81,-100.25,,-93.8,-95.47,-96.42,,,,,,,,,17.11,18.24
+26/10/2013,0.2,0.2,-33.97,-93.41,-112.26,-97.81,-100.25,,-93.8,-95.48,-96.41,,,,,,,,,17.11,17.86
+27/10/2013,0.2,0.2,-34.09,-93.41,-112.33,-97.82,-100.25,,-93.81,-95.48,-96.42,,,,,,,,,15.3,16.64
+28/10/2013,0.2,0.2,-34.21,-93.41,-112.35,-97.82,-100.25,,-93.81,-95.48,-96.45,,,,,,,,,16.49,17.87
+29/10/2013,0.4,0.2,-34.31,-93.43,-112.38,-97.82,-100.25,-91.63,-93.82,-95.48,-96.45,,,,,,,,,16.53,17.56
+30/10/2013,0.2,0,-34.39,-93.45,-112.47,-97.82,-100.25,-91.63,-93.83,-95.48,-96.46,,,,,,,,,15.75,16.82
+31/10/2013,0.2,0.2,-34.56,-93.45,-112.5,-97.82,-100.24,-91.63,-93.83,-95.49,-96.46,,,,,,,,,15.2,17.31
+01/11/2013,0.2,0,-34.73,-93.45,-112.56,-97.82,-100.24,-91.63,-93.83,-95.5,-96.46,,,,,,,,,14.88,16.65
+02/11/2013,0,8.6,-34.78,-93.44,-112.56,-97.88,-100.24,-91.61,-93.76,-95.5,-96.4,,,,,,,,,15.51,16.17
+03/11/2013,3.8,1,-34.99,-93.43,-112.56,-97.88,-100.23,-91.6,-93.76,-95.5,-96.4,,,,,,,,,15.98,16.76
+04/11/2013,4.6,1,-35.08,-93.43,-112.56,-97.88,-100.23,-91.6,-93.76,-95.47,-96.4,,,,,,,,,15.41,16.86
+05/11/2013,2.8,18.4,-35.16,-93.44,-112.56,-97.88,-100.23,-91.6,-93.78,-95.47,-93.39,,,,,,,,,12.38,14.74
+06/11/2013,0.2,0,-35.26,-93.44,-112.56,-97.88,-100.25,-91.6,-93.81,-95.47,-96.45,,,,,,,,,13.17,16.05
+07/11/2013,0,0,-35.26,-93.45,-112.59,-97.88,-100.26,,-93.83,-95.48,-96.47,,,,,,,,,15.08,15.62
+08/11/2013,0,0,-35.26,-93.45,-112.63,-97.89,-100.26,,-93.83,-95.48,-96.47,,,,,,,,,15.56,16.46
+09/11/2013,0,0.2,-33.13,-93.44,-112.69,-97.89,-100.26,,-93.83,-95.48,-96.35,,,,,,,,,15.02,16.15
+10/11/2013,9,10.6,-33.13,-93.45,-112.71,-97.9,-100.26,,-93.83,-95.48,-96.35,,,,,,,,,11.46,13.08
+11/11/2013,5.6,3.4,-33.13,-93.45,-112.72,-97.9,-100.26,,-93.84,-95.47,-95.34,,,,,,,,,7.45,10.91
+12/11/2013,4,5.6,-35.06,-93.45,-112.76,-97.89,-100.26,,-93.84,-95.47,-93.44,,,,,,,,,10.4,12.39
+13/11/2013,0.2,0,-35.43,-93.46,-112.78,-97.88,-100.26,,-93.84,-95.47,-93.39,,,,,,,,,13.26,15.08
+14/11/2013,0,0,-35.63,-93.46,-112.79,-97.88,-100.28,,-93.84,-95.48,-93.38,,,,,,,,,13.32,15.02
+15/11/2013,13.6,21.4,,-93.5,-112.82,-97.87,-100.29,,-93.87,-95.52,-93.38,,,,,,,,,10.62,12.48
+16/11/2013,0.2,0,,-93.5,-112.84,-97.86,-100.29,,-93.87,-95.52,-93.32,,,,,,,,,12.92,14.75
+17/11/2013,0,0,,-93.5,-112.84,-97.86,-100.29,,-93.87,-95.52,-93.31,,,,,,,,,11.83,14.08
+18/11/2013,5.6,6.4,,-93.5,-112.84,-97.87,-100.3,,-93.88,-95.52,-93.31,,,,,,,,,11.82,14.02
+19/11/2013,70,67,,-93.49,-112.76,-97.87,-100.28,,-93.88,-95.51,-93.34,,,,,,,,,9.95,11.96
+20/11/2013,8.4,7.8,,-93.48,-112.73,-97.9,-100.28,,-93.87,-95.51,-93.34,,,,,,,,,8.39,10.02
+21/11/2013,19.4,13.4,,-93.48,-112.72,-97.91,-100.28,,-93.88,-95.51,-93.35,,,,,,,,,6.67,8.07
+22/11/2013,16.4,28.4,-34.95,-93.48,-112.72,-97.93,-100.29,-91.67,-93.88,-95.52,-94.85,,,,,,,,,5.85,7.36
+23/11/2013,34.2,36.6,-34.95,-93.48,-112.71,-97.94,-100.29,-91.67,-93.88,-95.54,-94.85,,,,,,,,,4.2,5.99
+24/11/2013,0.2,0.4,-34.95,-93.49,-112.71,-97.94,-100.33,-91.67,-93.89,-95.54,-94.85,,,,,,,,,5.46,6.9
+25/11/2013,0,1.8,-35.05,-93.51,-112.73,-97.94,-100.33,-91.68,-93.89,-95.55,-93.15,,,,,,,,,4.67,6.99
+26/11/2013,0,0,-35.18,-93.51,-112.75,-97.93,-100.33,-91.68,-93.89,-95.55,-93.15,,,,,,,,,-0.17,3.25
+27/11/2013,0,0,-35.23,-93.53,-112.82,-97.93,-100.34,-91.69,-93.89,-95.55,-93.15,,,,,,,,,0.44,3.75
+28/11/2013,2.2,1.4,-35.18,-93.53,-112.87,-97.93,-100.34,-91.69,-93.91,-95.54,-94.84,,,,,,,,,2.2,4.33
+29/11/2013,0,0,-35.05,-93.53,-112.91,-97.94,-100.33,-91.69,-93.91,-95.53,-96.58,,,,,,,,,5.13,7.7
+30/11/2013,0,0,-33.54,-93.54,-112.92,-97.94,-100.32,-91.69,-93.91,-95.53,-96.58,,,,,,,,,6.08,8.81
+01/12/2013,0.2,0,-33.54,-93.56,-112.98,-97.95,-100.32,-91.69,-93.92,-95.55,-95.17,,,,,,,,,9.47,12.89
+02/12/2013,0.2,0.4,-33.41,-93.59,-113.04,-97.95,-100.32,-91.7,-93.92,-95.56,-95.17,,,,,,,,,11.46,12.95
+03/12/2013,0,0,-33.41,-93.59,-113.04,-97.96,-100.34,-91.7,-93.92,-95.58,-95.17,,,,,,,,,9.25,11.51
+04/12/2013,0.2,0,-33.41,-93.59,-113.05,-97.97,-100.34,-91.7,-93.92,-95.58,-94.47,,,,,,,,,6.8,8.65
+05/12/2013,0.2,0.2,-33.97,-93.59,-113.08,-97.97,-100.35,-91.7,-93.92,-95.58,-94.47,,,,,,,,,4.71,6.98
+06/12/2013,,0,-33.47,-93.59,-113.1,-97.97,-100.35,-91.7,-93.92,-95.58,-94.47,,,,,,,,,,7.83
+07/12/2013,,0,-33.97,-93.59,-113.12,-97.96,-100.35,-91.7,-93.92,-95.58,-94.47,,,,,,,,,,8.37
+08/12/2013,,0.4,-34.14,-93.61,-113.13,-97.97,-100.35,-91.71,-93.92,-95.58,-96.65,,,,,,,,,,9.66
+09/12/2013,,0,-34.25,-93.62,-113.17,-97.97,-100.35,-91.72,-93.94,-95.6,-96.65,,,,,,,,,,10.49
+10/12/2013,,0,-34.14,-93.62,-113.21,-97.97,-100.35,-91.72,-93.96,-95.61,-96.65,,,,,,,,,,9.12
+11/12/2013,0,0,-34.14,-93.62,-113.23,-97.97,-100.35,-91.72,-93.96,-95.62,-96.65,,,,,,,,,8.17,8.76
+12/12/2013,0.4,0.2,-34.25,-93.62,-113.24,-97.97,-100.35,-91.72,-93.97,-95.62,-96.65,,,,,,,,,6.52,8.59
+13/12/2013,0,0,-34.29,-93.62,-113.31,-97.97,-100.33,-91.73,-93.97,-95.62,-96.65,,,,,,,,,6.08,9.4
+14/12/2013,0.2,0,-34.29,-93.66,-113.39,-97.98,-100.33,-91.73,-93.99,-95.65,-96.6,,,,,,,,,7.09,9.81
+15/12/2013,1.8,1.4,-34.32,-93.66,-113.39,-97.98,-100.33,-91.73,-93.99,-95.66,-96.6,,,,,,,,,6.44,8.44
+16/12/2013,0.2,0,-34.34,-93.66,-113.39,-98,-100.35,-91.73,-93.99,-95.66,-93.23,,,,,,,,,6.06,7.73
+17/12/2013,0,0,-34.84,-93.65,-113.41,-98,-100.36,-91.72,-93.99,-95.66,-93.23,,,,,,,,,6.29,7.82
+18/12/2013,0,0,-34.84,-93.65,-113.41,-98,-100.36,-91.72,-93.97,-95.64,-93.23,,,,,,,,,5.11,7
+19/12/2013,0,0.2,-34.84,-93.65,-113.41,-97.99,-100.36,-91.72,-93.97,-95.64,-93.3,,,,,,,,,6.49,8.59
+20/12/2013,6.2,7.6,-34.52,-93.65,-113.45,-97.99,-100.37,-91.73,-93.97,-95.64,-93.39,,,,,,,,,7.86,9.97
+21/12/2013,0.2,0,-34.47,-93.65,-113.47,-97.99,-100.37,-91.73,-93.97,-95.64,-93.48,,,,,,,,,9.17,11.03
+22/12/2013,0.2,0.2,-34.47,-93.65,-113.47,-97.99,-100.37,-91.73,-93.97,-95.64,-96.1,,,,,,,,,8.02,8.91
+23/12/2013,0.4,0.2,-34.52,-93.65,-113.51,-97.99,-100.36,-91.73,-93.96,-95.64,-96.2,,,,,,,,,6.39,8.05
+24/12/2013,0.2,0,-34.53,-93.64,-113.51,-98,-100.35,-91.71,-93.96,-95.63,-96.2,,,,,,,,,6.16,7.39
+25/12/2013,3.2,1.4,-34.56,-93.64,-113.51,-98,-100.35,-91.7,-93.96,-95.62,-96.2,,,,,,,,,8.84,9.81
+26/12/2013,50.6,25,-34.61,-93.64,-113.52,-98,-100.36,-91.7,-93.96,-95.62,-96.67,,,,,,,,,8.05,9.28
+27/12/2013,0.2,0.8,-34.61,-93.66,-113.53,-98,-100.36,-91.7,-93.97,-95.62,-96.67,,,,,,,,,5.89,7.71
+28/12/2013,0.2,0,-34.62,-93.71,-113.59,,-100.36,-91.73,-93.99,-95.66,-96.69,,,,,,,,,7.14,9.48
+29/12/2013,0.2,1.6,-34.62,-93.71,-113.62,,-100.36,-91.73,-93.99,-95.66,-96.69,,,,,,,,,9.21,10.38
+30/12/2013,18.4,14.6,-34.65,-93.71,-113.63,,-100.36,-91.74,-93.99,-95.66,-96.69,,,,,,,,,6.98,8.95
+31/12/2013,0,0,-34.69,-93.71,-113.65,,-100.35,-91.73,-93.99,-95.66,-96.69,,,,,,,,,7.12,9.35
+01/01/2014,0,0,-34.1,-93.73,-113.73,-98.01,-100.37,-91.76,-94.02,-95.68,-96.61,,,,,,,,,6.03,7.85
+02/01/2014,,7.8,-34.31,-93.74,-113.73,-98.01,-100.37,-91.75,-94.02,-95.69,-96.65,,,,,,,,,,8.13
+03/01/2014,,4.6,-34.52,-93.73,-113.73,-98.02,-100.37,-91.76,-94.02,-95.69,-96.69,,,,,,,,,,11.5
+04/01/2014,,6.4,-34.27,-93.74,-113.73,-98.02,-100.37,-91.76,-94.02,-95.69,-96.69,,,,,,,,,,12.06
+05/01/2014,,38.2,-34.38,-93.75,-113.48,,,,-94.03,,,,,,,,,,,,9.35
+06/01/2014,,0,-34.38,-93.75,-113.48,,,,-94.03,,,,,,,,,,,,8.28
+07/01/2014,,0,-34.37,-93.74,-113.48,,,,-94.06,,,,,,,,,,,,9.07
+08/01/2014,,0,-34.32,-93.75,-113.51,,,,-94.07,,,,,,,,,,,,8.68
+09/01/2014,0.2,0.2,-34.32,-93.75,-113.57,-97.97,-100.38,-91.78,-94.07,-95.74,-96.7,,,,,,,,,7.53,8.33
+10/01/2014,0,0,-34.28,-93.75,-113.62,-97.97,-100.37,-91.78,-94.08,-95.74,-96.69,,,,,,,,,8.2,9.4
+11/01/2014,0,0,-34.2,-93.76,-113.66,-97.96,-100.37,-91.78,-94.07,-95.74,-96.68,,,,,,,,,7.61,9.07
+12/01/2014,0,0,-34.15,-93.76,-113.7,-97.96,-100.37,-91.78,-94.07,-95.74,-96.57,,,,,,,,,8.04,9
+13/01/2014,0,0,-34.12,-93.76,-113.7,-97.97,-100.37,-91.78,-94.07,-95.74,-96.57,,,,,,,,,8.25,9.87
+14/01/2014,17.6,22.8,-30.99,-93.75,-113.7,-97.97,-100.36,-91.78,-94.07,-95.72,-96.56,,,,,,,,,8,9.18
+15/01/2014,4.6,0.6,-30.57,-93.74,-113.69,-97.97,-100.35,-91.78,-94.06,-95.72,-96.45,,,,,,,,,6.59,8.75
+16/01/2014,0.2,0.2,-30.57,-93.74,-113.63,-97.97,-100.35,-91.76,-94.06,-95.71,-96.45,,,,,,,,,6.99,8.33
+17/01/2014,3,5,-30.57,-93.71,-113.63,-97.97,-100.35,-91.76,-94.02,-95.68,-96.45,,,,,,,,,9.59,10.55
+18/01/2014,3.6,2.6,-31.84,-93.68,-113.58,-97.95,-100.33,-91.75,-94,-95.65,-95.06,,,,,,,,,11.15,12.6
+19/01/2014,20.2,12.8,-32.02,-93.68,-113.58,-97.95,-100.33,-91.75,-94,-95.65,-95.06,,,,,,,,,11.03,12.55
+20/01/2014,22.2,31.8,-32.02,-93.68,-113.58,-97.95,-100.33,-91.75,-94,-95.65,-96.51,,,,,,,,,7.48,9.11
+21/01/2014,1,0.4,-32.02,-93.7,-113.63,-97.98,-100.33,-91.79,-94.01,-95.68,-96.51,,,,,,,,,7.05,9.43
+22/01/2014,3,2.8,-31.88,-93.7,-113.63,-97.98,-100.33,-91.79,-94.01,-95.68,-96.5,,,,,,,,,6.82,7.51
+23/01/2014,3.6,10.4,-31.8,-93.7,-113.63,-98,-100.32,-91.79,-94.01,-95.68,-96.5,,,,,,,,,6.32,7.83
+24/01/2014,23.2,18,-31.7,-93.71,-113.67,-98,-100.37,-91.79,-94.02,-95.69,-96.5,,,,,,,,,5.76,7.44
+25/01/2014,0,0,-31.45,-93.68,-113.62,-98,-100.34,-91.77,-94,-95.67,-96.14,,,,,,,,,3.52,6.96
+26/01/2014,0,0,-31.42,-93.66,-113.6,-97.98,-100.34,-91.74,-93.99,-95.65,-93.6,,,,,,,,,3.27,5.91
+27/01/2014,7.6,11.2,-31.26,-93.67,-113.61,-98,-100.34,-91.77,-93.99,-95.67,-93.6,,,,,,,,,2.82,4.17
+28/01/2014,0,0,-31.11,-93.66,-113.61,-98,-100.34,-91.76,-93.99,-95.65,-93.82,,,,,,,,,3.14,6.78
+29/01/2014,14.2,19.4,-30.86,-93.66,-113.56,-97.98,-100.3,-91.75,-93.97,-95.64,-93.82,,,,,,,,,3.76,6.07
+30/01/2014,20.8,6.4,-30.64,-93.67,-113.52,-97.98,-100.25,-91.75,-93.97,-95.63,-95.03,,,,,,,,,8.9,10.33
+31/01/2014,112.6,55,-30.34,,-113.27,-97.97,-100.25,-91.75,-93.95,-95.63,-95.03,,,,,,,,,10.1,11.38
+01/02/2014,6.2,4,-30.19,,-113.09,-97.97,-100.3,-91.74,-93.93,-95.61,-95.03,,,,,,,,,10.03,11.6
+02/02/2014,37.4,28,-29.87,,-113.07,-97.97,-100.3,-91.74,-93.9,-95.58,-93.36,,,,,,,,,8.94,10.64
+03/02/2014,14.2,10.6,-29.55,,-113.06,-97.98,-100.34,-91.73,-93.89,-95.57,-93.18,,,,,,,,,8.23,9.35
+04/02/2014,1.6,3.6,-29.11,,-113.06,-97.98,-100.34,-91.72,-93.88,-95.56,-93.18,,,,,,,,,7.36,8.61
+05/02/2014,13.4,17.6,-28.64,,-113.02,-97.98,-100.26,-91.72,-93.86,-95.53,-93.36,,,,,,,,,6.75,8.04
+06/02/2014,2,6.2,-28.2,-93.45,-112.87,-97.95,-100.26,-91.72,-93.85,-95.53,-95.98,,,,,,,,,6.21,8.52
+07/02/2014,1.8,5.2,-27.81,-93.39,-112.86,-97.95,-100.26,-91.71,-93.83,-95.52,-95.98,,,,,,,,,8.63,9.31
+08/02/2014,7.6,9.6,-27.44,-93.32,-112.85,-97.92,-100.26,-91.68,-93.78,-95.46,-95.98,,,,,,,,,8.68,9.68
+09/02/2014,10.4,21.6,-27.1,-93.31,-112.82,-97.91,-100.26,-91.68,-93.78,-95.45,-95.9,,,,,,,,,7.96,9.39
+10/02/2014,21.4,20.2,-26.79,-93.28,-112.81,-97.91,-99.95,-91.67,-93.78,-95.45,-95.83,,,,,,,,,8.44,9.72
+11/02/2014,2.8,1.4,-26.49,-93.25,-112.73,-97.91,-99.89,-91.67,-93.72,-95.41,-95.66,,,,,,,,,8.75,11.01
+12/02/2014,0,0,-26.25,-93.25,-112.7,-97.91,-99.89,-91.67,-93.71,-95.39,-95.63,,,,,,,,,6.74,9.81
+13/02/2014,0,0.2,-25.99,-93.24,-112.61,-97.92,-99.89,-91.67,-93.68,-95.38,-95.57,,,,,,,,,7.7,9.63
+14/02/2014,0,0,-25.76,-93.22,-112.6,-97.92,-99.95,-91.67,-93.68,-95.37,-95.56,,,,,,,,,9.43,11.45
+15/02/2014,0,0,-25.57,-93.21,-112.55,-97.91,-100.05,-91.65,-93.67,-95.37,-91.6,,,,,,,,,11.51,11.36
+16/02/2014,0,0,-25.37,-93.2,-112.49,-97.91,-100.08,-91.63,-93.64,-95.35,-95.47,,,,,,,,,13.33,12.87
+17/02/2014,0,0,-25.17,-93.18,-112.49,-97.91,-100.08,-91.63,-93.62,-95.31,-95.46,,,,,,,,,13.67,12.99
+18/02/2014,0,0,-24.99,-93.17,-112.48,-97.91,-100.16,-91.63,-93.61,-95.31,-95.44,,,,,,,,,15.03,15.95
+19/02/2014,0,0,-24.81,-93.16,-112.47,-97.88,-100.18,-91.62,-93.61,-95.3,-95.44,,,,,,,,,12.71,13.48
+20/02/2014,6.8,14.6,-24.66,-93.13,-112.45,-97.88,-100.18,-91.61,-93.61,-95.29,-95.44,,,,,,,,,8.63,9.6
+21/02/2014,0.2,0,-24.53,-93.13,-112.43,-97.88,-100.21,-91.61,-93.6,-95.28,-95.44,,,,,,,,,7.96,9.31
+22/02/2014,1.8,3.6,-24.39,-93.13,-112.43,-97.88,-100.21,-91.61,-93.59,-95.28,-95.44,,,,,,,,,8.28,9.62
+23/02/2014,0,0,-24.27,-93.12,-112.37,-97.9,-100.21,-91.6,-93.59,-95.28,-95.4,,,,,,,,,5.91,9.38
+24/02/2014,0,0,-24.16,-93.11,-112.35,-97.9,-100.24,-91.6,-93.59,-95.26,-95.4,,,,,,,,,6.24,8.45
+25/02/2014,0.2,0,-24.05,-93.09,-112.32,-97.9,-100.24,-91.59,-93.56,-95.24,-95.36,,,,,,,,,7,8.48
+26/02/2014,1,0.4,-23.96,-93.09,-112.3,-97.89,-100.24,-91.59,-93.56,-95.23,-92.71,,,,,,,,,7.71,9.04
+27/02/2014,1.4,3.6,-23.88,-93.06,-112.23,-97.88,-100.21,-91.57,-93.52,-95.19,-92.71,,,,,,,,,7.84,8.86
+28/02/2014,21.8,22.2,-23.78,-93.01,-112.2,-97.84,-100.21,-91.54,-93.49,-95.15,-93.08,,,,,,,,,5.92,7
+01/03/2014,63.6,48.6,-23.67,-92.97,-111.9,-97.82,-100.12,-91.54,-93.46,-95.14,-93.08,,,,,,,,,4.69,6.44
+02/03/2014,1.4,2.4,-23.58,-92.97,-111.88,-97.8,-100.12,-91.54,-93.46,-95.13,-95.22,,,,,,,,,3.11,4.66
+03/03/2014,21.6,9.2,-23.52,-92.97,-111.88,-97.8,-100.12,,-93.46,-95.13,-95.24,,,,,,,,,7.02,8.17
+04/03/2014,12,15.6,-23.41,-92.97,-111.9,-97.82,-100.18,,-93.46,-95.14,-95.25,,,,,,,,,4.75,6.53
+05/03/2014,0,0,-23.32,-93.02,-111.91,-97.82,-100.18,,-93.47,-95.14,-95.25,,,,,,,,,7.59,9.9
+06/03/2014,0,0,-23.21,-93.02,-111.91,-97.84,-100.18,,-93.48,-95.16,-95.25,,,,,,,,,8.87,10.37
+07/03/2014,0,0,-23.16,-93.02,-111.94,-97.84,-100.08,,-93.48,-95.16,-95.26,,,,,,,,,10.17,11.51
+08/03/2014,0.2,0,-23.06,-93.01,-111.94,-97.82,-100,,-93.48,-95.16,-95.25,,,,,,,,,8.4,10.22
+09/03/2014,0,0,-22.98,-93,-111.94,-97.82,-99.95,,-93.48,-95.16,-95.25,,,,,,,,,10.06,11.13
+10/03/2014,0.4,1.8,-22.76,-92.98,-111.94,-97.82,-99.91,,-93.46,-95.14,-95.22,,,,,,,,,8.85,10.17
+11/03/2014,0,1.6,-22.7,-92.97,-111.89,-97.82,-99.91,,-93.44,-95.12,-94.17,,,,,,,,,8.11,9.28
+12/03/2014,0,0,-22.61,-92.97,-111.87,-97.8,-99.9,,-93.42,-95.1,-94.17,,,,,,,,,8.33,9.91
+13/03/2014,0,0,-22.61,-92.95,-111.85,-97.79,-99.85,,-93.4,-95.1,-94.17,,,,,,,,,10.41,11.05
+14/03/2014,0,0,-22.56,-92.95,-111.84,-97.78,-99.84,-91.51,-93.4,-95.1,-95.13,,,,,,,,,10.82,11.68
+15/03/2014,0,0,-22.52,-92.94,-111.84,-97.78,-99.74,-91.51,-93.39,-95.09,-95.14,,,,,,,,,10.79,12.2
+16/03/2014,0,0,-22.44,-92.93,-111.83,-97.77,-99.66,-91.49,-93.38,-95.09,-95.14,,,,,,,,,10.84,12.59
+17/03/2014,0,0,-22.23,-92.93,-111.84,-97.76,-99.61,-91.49,-93.38,-95.1,-95.14,,,,,,,,,13.27,12.62
+18/03/2014,0,0,-22.13,-92.92,-111.83,-97.76,-99.66,-91.49,-93.38,-95.09,-95.13,,,,,,,,,12.12,11.97
+19/03/2014,0,0,-22.1,-92.91,-111.83,-97.76,-99.74,-91.48,-93.37,-95.09,-95.12,,,,,,,,,10.5,12.45
+20/03/2014,0.2,0,-22.07,-92.91,-111.81,-97.76,-99.66,-91.48,-93.35,-95.08,-95.09,,,,,,,,,13.07,14.59
+21/03/2014,0,0,-21.99,-92.9,-111.8,-97.75,-100.05,-91.46,-93.35,-95.08,-95.01,,,,,,,,,12.98,13.86
+22/03/2014,1.2,5.8,-21.94,-92.88,-111.79,-97.75,-100.05,-91.45,-93.3,-95.06,-90.83,,,,,,,,,11.49,12.27
+23/03/2014,5.4,9.4,-21.89,-92.85,-111.72,-97.75,-99.8,-91.44,-93.27,-95.06,-90.83,,,,,,,,,9.48,10.84
+24/03/2014,7.6,10.8,-21.82,-92.84,-111.69,-97.76,-99.8,-91.44,-93.26,-95.05,-90.83,,,,,,,,,5.26,7.69
+25/03/2014,1.6,5,-21.76,-92.83,-111.62,-97.76,-99.85,-91.43,-93.23,-95.04,-90.77,,,,,,,,,5.3,7.15
+26/03/2014,0,0.2,-21.74,-92.83,-111.61,-97.76,-99.84,-91.43,-93.22,-95.04,-90.77,,,,,,,,,7.48,9.1
+27/03/2014,8.6,10,-21.57,-92.83,-111.61,-97.77,-99.84,-91.43,-93.22,-95.04,-94.92,,,,,,,,,6.75,8.11
+28/03/2014,0,0,-21.55,-92.83,-111.61,-97.77,-99.84,-91.43,-93.22,-95.03,-94.97,,,,,,,,,8.63,11.45
+29/03/2014,0,0,-21.52,-92.83,-111.61,-97.76,-99.67,-91.43,-93.21,-94.99,-94.97,,,,,,,,,11,12.25
+30/03/2014,0,0,-21.48,-92.83,-111.61,-97.75,-99.67,-91.43,-93.21,-94.98,-94.97,,,,,,,,,12.09,13.37
+31/03/2014,0,0,-21.43,-92.83,-111.61,-97.74,-99.65,-91.42,-93.21,-94.98,-94.96,,,,,,,,,11.73,14.02
+01/04/2014,0,0,-21.34,-92.82,-111.6,-97.74,-99.64,-91.42,-93.09,-94.98,-94.86,,,,,,,,,10.54,12.23
+02/04/2014,0,0,-21.3,-92.81,-111.56,-97.73,-99.61,-91.41,-93.06,-94.98,-94.86,,,,,,,,,11.04,12.28
+03/04/2014,0,0,-21.26,-92.78,-111.54,-97.73,-99.61,-91.39,-93.06,-94.98,-93.53,,,,,,,,,13.18,14.28
+04/04/2014,19.8,17.8,-21.22,-92.78,-111.54,-97.73,-99.64,-91.36,-93.08,-94.91,-93.53,,,,,,,,,11.34,13.12
+05/04/2014,0,0,-21.19,-92.78,-111.54,-97.72,-99.64,-91.34,-93.08,-94.91,-94.87,,,,,,,,,10.41,12.88
+06/04/2014,0,0,-21.18,-92.78,-111.53,-97.72,-99.66,-91.32,-93.08,-94.9,-94.87,,,,,,,,,13.84,15.63
+07/04/2014,0,0,-21.13,-92.78,-111.5,-97.72,-99.71,-91.31,-93.08,-94.89,-90.73,,,,,,,,,15.43,16.65
+08/04/2014,0,0,-21.06,-92.78,-111.5,-97.71,-99.71,-91.3,-93.04,-94.9,-94.81,,,,,,,,,14.98,15.99
+09/04/2014,0.2,0.2,-20.97,-92.76,-111.48,-97.7,-99.71,-91.3,-93.02,-94.89,-94.8,,,,,,,,,13.24,14.63
+10/04/2014,0,0,-20.96,-92.76,-111.46,-97.69,-99.71,-91.3,-93.02,-94.87,-94.78,,,,,,,,,11.17,13.68
+11/04/2014,0,0,-20.91,-92.74,-111.46,-97.69,-99.69,-91.29,-93.01,-94.86,-94.78,,,,,,,,,12.17,13.58
+12/04/2014,0,0,-20.87,-92.74,-111.44,-97.68,-99.67,-91.28,-93.01,-94.87,-94.78,,,,,,,,,11.92,13.18
+13/04/2014,2,2.4,-20.83,-92.73,-111.42,-97.68,-99.66,-91.28,-93,-94.86,-94.75,,,,,,,,,12.55,14.37
+14/04/2014,0,0,-20.83,-92.73,-111.41,-97.68,-99.66,-91.27,-92.98,-94.85,-93.35,,,,,,,,,12.63,13.97
+15/04/2014,8.2,0.4,-20.77,-92.7,-111.4,-97.67,-99.66,-91.26,-92.98,-94.83,-93.35,,,,,,,,,9.45,11.29
+16/04/2014,0,0,-20.77,-92.69,-111.37,-97.66,-99.67,-91.26,-92.98,-94.79,-93.35,,,,,,,,,8.1,10.53
+17/04/2014,0,0,-20.73,-92.67,-111.35,-97.66,-99.67,-91.25,-92.97,-94.76,-92,,,,,,,,,8.05,10.76
+18/04/2014,0,0,-20.67,-92.61,-111.19,-97.52,-99.67,-91.25,-92.94,-94.66,-92,,,,,,,,,9.95,13.01
+19/04/2014,11.6,11.2,-20.62,-92.58,-111.15,-97.51,-99.47,-91.24,-92.94,-94.65,-94.09,,,,,,,,,9.9,11.35
+20/04/2014,1.4,0.6,-20.6,-92.58,-111.14,-97.51,-99.47,-91.24,-92.92,-94.56,-92,,,,,,,,,11.94,13.59
+21/04/2014,0,0,-20.59,-92.57,-111.12,-97.51,-99.47,-91.24,-92.89,-94.53,-94.14,,,,,,,,,13.65,15.43
+22/04/2014,0.2,0,-20.59,-92.57,-111.11,-97.49,-99.51,-91.24,-92.88,-94.52,-94.14,,,,,,,,,14.74,16.5
+23/04/2014,2,3.4,-20.58,-92.56,-111.08,-97.49,-99.51,-91.23,-92.88,-94.51,-94.14,,,,,,,,,14.89,16.28
+24/04/2014,0,0,-20.54,-92.51,-111.01,-97.48,-99.51,-91.21,-92.84,-94.52,-94.14,,,,,,,,,14.55,17.6
+25/04/2014,0,0,-20.52,-92.5,-111,-97.47,-99.49,-91.2,-92.82,-94.52,-94.66,,,,,,,,,14.49,16.3
+26/04/2014,15.6,10,-20.41,-92.49,-110.94,-97.44,-99.49,-91.2,-92.81,-94.47,,,,,,,,,,12.87,14.83
+27/04/2014,22.2,22.4,-20.39,-92.47,-110.83,-97.43,-99.49,-91.18,-92.82,-94.49,,,,,,,,,,11.19,12.54
+28/04/2014,4.8,5.6,-20.37,-92.46,-110.82,-97.43,-99.55,-91.15,-92.83,-94.49,,,,,,,,,,10.71,11.99
+29/04/2014,3.2,2.8,-20.37,-92.46,-110.82,-97.42,-99.55,-91.14,-92.82,-94.47,,,,,,,,,,11.15,12.62
+30/04/2014,0,0.4,-20.35,-92.46,-110.82,-97.43,-99.58,-91.14,,-94.46,,,,,,,,,,12.35,13.2
+01/05/2014,0,0,-20.33,-92.46,-110.82,-97.43,-99.58,-91.14,,-94.38,,,,,,,,,,12.61,13.97
+02/05/2014,28,50.8,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,10.35,11.47
+03/05/2014,6.6,11,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,9.71,11.59
+04/05/2014,0.2,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,11.86,12.91
+05/05/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,12.28,14.06
+06/05/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,14.59,15.07
+07/05/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,14.13,14.64
+08/05/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,15.2,16.44
+09/05/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,15.82,17.35
+10/05/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,16.28,16.88
+11/05/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,16.43,17.15
+12/05/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,15.6,16.87
+13/05/2014,2.2,0.8,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,13.28,14.88
+14/05/2014,0.2,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,11.78,15.08
+15/05/2014,1.2,0.2,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,12.52,14.88
+16/05/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,12.9,14.46
+17/05/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,13.73,15
+18/05/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,14.34,15.3
+19/05/2014,1,3,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,14.12,15.12
+20/05/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,16.45,17.8
+21/05/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,18.66,19.73
+22/05/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,19.77,20.7
+23/05/2014,2,7.4,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,16.66,18.73
+24/05/2014,0.2,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,17.99,19.66
+25/05/2014,0.2,0.2,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,19.47,21.21
+26/05/2014,0,0.2,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,17.62,19.2
+27/05/2014,0.2,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,14.73,15.87
+28/05/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,14.47,16.09
+29/05/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,15.69,17.35
+30/05/2014,0.2,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,15.85,17.77
+31/05/2014,0,8.4,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,13.78,14.89
+01/06/2014,0.2,0.2,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,15.4,16.65
+02/06/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,16.15,18.05
+03/06/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,18.02,19.92
+04/06/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,18.03,20.32
+05/06/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,18.4,19.59
+06/06/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,20.24,21.51
+07/06/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,22.88,23.89
+08/06/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,24.55,25.41
+09/06/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,24.76,25.74
+10/06/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,24.62,26.26
+11/06/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,24.74,25.82
+12/06/2014,2.6,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,23.59,25.01
+13/06/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,22.9,24.73
+14/06/2014,17.2,9.6,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,19.43,21.1
+15/06/2014,56,26.4,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,16.53,19.23
+16/06/2014,28.2,23.4,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,15.67,17.75
+17/06/2014,13.8,38.2,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,16.55,17.93
+18/06/2014,23,10.2,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,16.24,17.44
+19/06/2014,3.2,16.4,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,16.65,18.67
+20/06/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,18.91,20.13
+21/06/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,19.45,20.55
+22/06/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,20.48,21.76
+23/06/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,21.63,22.44
+24/06/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,21.9,23.07
+25/06/2014,4,5.6,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,20.52,21.74
+26/06/2014,9.2,5,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,18.02,20.1
+27/06/2014,10,2.6,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,20.26,21.8
+28/06/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,20.45,22.14
+29/06/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,21.41,22.47
+30/06/2014,0.2,0.6,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,20.16,21.62
+01/07/2014,0.2,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,20.09,20.8
+02/07/2014,0.2,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,19.25,21.02
+03/07/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,21.74,23.4
+04/07/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,23.98,25.17
+05/07/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,21.94,23.61
+06/07/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,22,23.6
+07/07/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,23.16,24.12
+08/07/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,20.3,21.66
+09/07/2014,0,0,-20.31,-92.46,-111.05,-97.43,-99.59,-91.15,,-94.37,,,,,,,,,,19.05,19.77
+10/07/2014,6.2,6.8,-20.59,-92.13,-110.32,,-98.84,,,,,,,,,,,,,16.25,18.09
+11/07/2014,8,4.6,-20.87,-91.78,-109.33,-96.81,-98.14,-90.63,,-93.82,,,,,,,,,,17.08,19.84
+12/07/2014,6,0,-20.89,-91.74,-109.05,-96.81,-98.14,-90.6,,-93.76,,,,,,,,,,18.51,20.32
+13/07/2014,9.4,19.4,-20.9,-91.72,-109.02,-96.8,-98.2,-90.6,,-93.75,,,,,,,,,,16.67,17.93
+14/07/2014,0.2,1.4,-20.91,-91.72,-109.02,-96.79,-98.28,-90.58,,-93.73,,,,,,,,,,17.84,19.34
+15/07/2014,0.2,0,-20.95,-91.72,-108.96,-96.75,-98.38,-90.58,,-93.73,,,,,,,,,,20.34,21.68
+16/07/2014,0.2,0.2,-20.96,-91.71,-108.94,-96.71,-98.4,-90.57,,-93.73,,,,,,,,,,21.83,23.76
+17/07/2014,29.4,7.4,-20.97,-91.7,-108.94,-96.71,-98.38,-90.57,,-93.73,,,,,,,,,,20.67,23.03
+18/07/2014,0,0,-21.03,-91.7,-108.95,-96.71,-98.28,-90.57,,-93.73,,,,,,,,,,23.19,24.93
+19/07/2014,0,0,-21.07,-91.7,-108.96,-96.7,-98.27,-90.55,,-93.73,,,,,,,,,,23.78,25.2
+20/07/2014,0,0,-21.1,-91.66,-109,-96.69,-98.26,-90.55,,-93.71,,,,,,,,,,25.23,25.97
+21/07/2014,6.4,9,-21.11,-91.7,-109.03,-96.69,-98.26,-90.54,,-93.71,,,,,,,,,,20.1,21.72
+22/07/2014,7.2,33,-21.12,-91.7,-109.06,-96.69,-98.22,-90.54,,-93.71,,,,,,,,,,17.8,19.03
+23/07/2014,0,0,-21.14,-91.71,-109.08,-96.68,-98.19,-90.54,,-93.71,,,,,,,,,,20.37,22.36
+24/07/2014,0.2,0.6,-21.17,-91.71,-109.09,-96.68,-98.19,-90.53,,-93.73,,,,,,,,,,20.97,22.12
+25/07/2014,0.2,0,-21.28,-91.71,-109.09,-96.68,-98.15,-90.53,,-93.89,,,,,,,,,,21.21,22.88
+26/07/2014,1.2,7.2,-21.3,-91.69,-109.09,-96.67,-98.14,-90.51,,-93.89,,,,,,,,,,20,21.14
+27/07/2014,0.2,0.2,-21.35,-91.67,-108.98,-96.67,-98.08,-90.5,,-93.89,,,,,,,,,,20.97,22.77
+28/07/2014,0.2,0,-21.39,-91.66,-108.89,-96.67,-98.08,-90.5,,-93.85,,,,,,,,,,20.46,22.29
+29/07/2014,14.2,15,-21.4,-91.64,-108.87,-96.67,-98.08,-90.5,,-93.84,,,,,,,,,,20.52,21.65
+30/07/2014,11.8,3.8,-21.43,-91.62,-108.73,-96.67,-98.08,-90.5,,-93.79,,,,,,,,,,17.02,18.67
+31/07/2014,0,0,-21.46,-91.6,-108.7,-96.66,-98.08,-90.5,,-93.69,,,,,,,,,,19.43,21.72
+01/08/2014,0.2,0,-21.5,-91.59,-108.7,-96.64,-98.07,-90.5,,-93.65,,,,,,,,,,22.12,23.6
+02/08/2014,0.2,0,-21.52,-91.59,-108.7,-96.63,-98.07,-90.5,,-93.64,,,,,,,,,,22.78,23.34
+03/08/2014,2.8,5.4,-21.54,-91.59,-108.7,-96.62,-98.07,-90.5,,-93.61,,,,,,,,,,20.48,22.21
+04/08/2014,0,0,-21.56,-91.59,-108.7,-96.61,-98.07,-90.49,,-93.61,,,,,,,,,,22.95,24.93
+05/08/2014,0,0,-21.59,-91.57,-108.63,-96.61,-98.07,-90.49,,-93.61,,,,,,,,,,22.26,24.55
+06/08/2014,0,0,-21.62,-91.57,-108.63,-96.6,-98.05,-90.48,,-93.61,,,,,,,,,,21.88,24.33
+07/08/2014,0,0,-21.68,-91.57,-108.63,-96.6,-98.02,-90.48,,-93.62,,,,,,,,,,21.7,23.23
+08/08/2014,0,0,-21.81,-91.56,-108.65,-96.6,-98.05,-90.48,,-93.62,,,,,,,,,,22.21,23.71
+09/08/2014,0,0,-21.85,-91.56,-108.69,-96.59,-98.05,-90.48,,-93.62,,,,,,,,,,22.38,23.75
+10/08/2014,0,0,-21.89,-91.56,-108.69,-96.58,-98.01,-90.46,,-93.62,,,,,,,,,,23.5,24.43
+11/08/2014,0,0,-21.91,-91.54,-108.65,-96.58,-98,-90.46,,-93.61,,,,,,,,,,23.52,24.32
+12/08/2014,0,0,-21.95,-91.53,-108.64,-96.56,-97.94,-90.45,,-93.6,,,,,,,,,,23.41,24.63
+13/08/2014,0.2,0,-21.98,-91.52,-108.64,-96.56,-97.53,-90.45,,-93.61,,,,,,,,,,23.6,24.87
+14/08/2014,0.4,7.2,-22.02,-91.5,-108.56,-96.56,-97.53,-90.44,,-93.61,,,,,,,,,,20.8,21.97
+15/08/2014,0.2,0,-22.04,-91.5,-108.56,-96.55,-97.32,-90.44,,-93.59,,,,,,,,,,19.23,20.67
+16/08/2014,0.2,0,-22.08,-91.5,-108.56,-96.57,-97.14,-90.44,,-93.59,,,,,,,,,,19.07,20.73
+17/08/2014,0,0,-22.11,-91.5,-108.56,-96.57,-97.12,-90.44,,-93.59,,,,,,,,,,18.92,20.78
+18/08/2014,0.2,0,-22.2,-91.5,-108.5,-96.57,-97.12,-90.44,,-93.57,,,,,,,,,,19.04,20.48
+19/08/2014,0,0,-22.26,-91.48,-108.5,-96.56,-97.12,-90.42,,-93.57,,,,,,,,,,19.85,21.15
+20/08/2014,0,0,-22.32,-91.47,-108.41,-96.56,-97.22,-90.42,,-93.53,,,,,,,,,,22.64,23.75
+21/08/2014,0.2,0,-22.36,-91.47,-108.41,-96.53,-97.27,-90.41,,-93.53,,,,,,,,,,22.46,24.04
+22/08/2014,0.2,0,-22.42,-91.46,-108.41,-96.53,-97.34,-90.37,,-93.53,,,,,,,,,,21.39,23
+23/08/2014,0,0,-22.45,-91.45,-108.41,-96.53,-97.38,-90.37,,-93.52,,,,,,,,,,20.77,22.15
+24/08/2014,0.4,0,-22.48,-91.42,-108.28,-96.53,-97.41,-90.37,,-93.52,,,,,,,,,,18.93,20.67
+25/08/2014,0,0,-22.54,-91.38,-108.21,-96.37,-97.45,-90.37,,-93.51,,,,,,,,,,19.68,20.95
+26/08/2014,0.2,0,-22.59,-91.37,-108.2,-96.36,-97.65,-90.36,,-93.47,,,,,,,,,,19.46,21.21
+27/08/2014,0,0,-22.64,-91.37,-108.2,-96.34,-97.76,-90.36,,-93.47,,,,,,,,,,21.73,22.47
+28/08/2014,0,0,-22.68,-91.37,-108.2,-96.33,-97.76,-90.36,,-93.46,,,,,,,,,,22.71,22.89
+29/08/2014,0,0,-22.73,-91.37,-108.2,-96.33,-97.77,-90.36,,-93.46,,,,,,,,,,22.04,23.88
+30/08/2014,0,0,-22.78,-91.37,-108.19,-96.33,-97.89,-90.36,,-93.46,,,,,,,,,,22.02,23.68
+31/08/2014,0,0,-22.94,-91.36,-108.18,-96.33,-97.77,-90.35,,-93.46,,,,,,,,,,21.39,22.7
+01/09/2014,9,4.6,-22.96,-91.33,-108.15,-96.34,-97.58,-90.32,,-93.41,,,,,,,,,,15.45,18.18
+02/09/2014,0,0.4,-23.04,-91.32,-108.11,-96.39,-97.47,-90.32,,-93.41,,,,,,,,,,18.07,20.89
+03/09/2014,0.6,1.4,-23.1,-91.32,-108.09,-96.39,-97.35,-90.32,,-93.4,,,,,,,,,,17.86,19.69
+04/09/2014,0,0.4,-23.15,-91.31,-108.07,-96.39,-97.33,-90.32,,-93.4,,,,,,,,,,18.32,19.83
+05/09/2014,0.2,0,-23.16,-91.29,-108.06,-96.36,-97.35,-90.31,,-93.42,,,,,,,,,,19.89,21.15
+06/09/2014,10.2,5.2,-23.22,-91.29,-108.06,-96.36,-97.35,-90.31,,-93.54,,,,,,,,,,19.52,20.55
+07/09/2014,0.2,0.2,-23.36,-91.28,-108.06,-96.35,-97.35,-90.3,,-93.56,,,,,,,,,,19.39,21.37
+08/09/2014,0,0,-23.43,-91.28,-108.06,-96.35,-97.39,-90.3,,-93.56,,,,,,,,,,20.42,21.95
+09/09/2014,0.2,0,-23.49,-91.27,-108.01,-96.35,-97.4,-90.3,,-93.54,,,,,,,,,,20.35,21.77
+10/09/2014,6.6,11.8,-23.5,-91.25,-108.01,-96.34,-97.49,-90.29,,-93.4,,,,,,,,,,19.78,20.82
+11/09/2014,12,20,-23.58,-91.25,-108.01,-96.3,-97.52,-90.27,,-93.4,,,,,,,,,,17.56,18.69
+12/09/2014,0.2,0.2,-23.66,-91.25,-108.01,-96.29,-97.53,-90.25,,-93.4,,,,,,,,,,18.95,19.95
+13/09/2014,0.2,0.2,-23.77,-91.25,-107.97,-96.28,-97.53,-90.24,,-93.4,,,,,,,,,,18.16,19.69
+14/09/2014,0,0,-23.84,-91.25,-107.97,-96.28,-97.53,-90.24,,-93.41,,,,,,,,,,18.33,19.22
+15/09/2014,0.2,0,-23.93,-91.25,-107.97,-96.28,-97.52,-90.24,,-93.45,,,,,,,,,,18.7,19.8
+16/09/2014,0,0,-24,-91.23,-107.94,-96.27,-97.26,-90.24,,-93.45,,,,,,,,,,19.27,20.73
+17/09/2014,0.2,0,-24.06,-91.23,-107.74,-96.26,-97.22,,,,,,,,,,,,,19.11,20.54
+18/09/2014,0.6,0,-24.15,-91.23,-107.74,-96.26,-97.22,,,,,,,,,,,,,19.96,21.51
+19/09/2014,0.2,0,-24.22,-91.26,-107.74,-96.26,-97.22,,-92.56,,,,,,,,,,,22.04,23.13
+20/09/2014,0,0,-24.29,-91.26,-107.74,-96.24,-97.22,,-92.19,,,,,,,,,,,22.73,23.93
+21/09/2014,0.2,0,-24.3,-91.26,-107.74,-96.22,-97.22,,-91.84,,-95.69,,,,,,,,,21.69,22.6
+22/09/2014,0.2,0,-24.4,-91.22,-107.75,-96.22,-97.22,-90.22,-91.84,-93.4,-93.9,,,,,,,,,20.35,21.79
+23/09/2014,0,0,-24.47,-91.21,-107.7,-96.22,-97.2,-90.21,-91.84,-93.4,-93.87,,,,,,,,,18.48,19.84
+24/09/2014,37.4,0.2,-24.51,-91.21,-107.63,-96.22,-97.2,-90.2,-91.81,-93.33,-93.84,,,,,,,,,16.48,19.06
+25/09/2014,1.6,0.2,-24.58,-91.21,-107.7,-96.23,-97.15,-90.21,-91.84,-93.34,-93.87,,,,,,,,,16.48,18.77
+26/09/2014,0.2,0,-24.64,-91.22,-107.75,-96.23,-97.2,-90.22,-91.84,-93.34,-93.89,,,,,,,,,16.92,18.69
+27/09/2014,0.2,0,-24.72,-91.22,-107.76,-96.23,-97.22,-90.2,-91.84,-93.34,-93.84,,,,,,,,,17.75,19.19
+28/09/2014,0,0,-24.78,-91.22,-107.76,-96.23,-97.37,-90.2,-91.84,-93.34,-93.84,,,,,,,,,17.18,18.68
+29/09/2014,0.2,0,-24.84,-91.22,-107.76,-96.23,-97.44,-90.19,-91.84,-93.34,-93.85,,,,,,,,,16.85,18.18
+30/09/2014,0.4,0,-24.84,-91.19,-107.7,-96.18,-97.51,-90.17,-91.83,-93.35,-93.84,,,,,,,,,17.41,18.62
+01/10/2014,8.4,7.2,-24.92,-91.19,-107.69,-96.16,-97.63,-90.17,-91.81,-93.35,-89.53,,,,,,,,,18.06,19.12
+02/10/2014,11,62.2,-24.98,-91.15,-107.56,-96.15,-97.64,-90.13,-91.76,-93.32,-89.71,,,,,,,,,16.74,17.3
+03/10/2014,1,0.2,-25.05,-91.13,-107.51,-96.15,-97.66,-90.13,-91.76,-93.3,-89.71,,,,,,,,,16.58,17.98
+04/10/2014,0.4,1.4,-25.1,-91.13,-107.51,-96.14,-97.66,-90.13,-91.76,-93.25,-89.71,,,,,,,,,16.41,17.73
+05/10/2014,0.2,0,-25.18,-91.13,-107.51,-96.14,-97.64,-90.14,-91.76,-93.25,-93.12,,,,,,,,,16.58,18.16
+06/10/2014,0.2,0,-25.24,-91.13,-107.53,-96.14,-97.64,-90.15,-91.76,-93.25,-93.79,,,,,,,,,16.17,18.06
+07/10/2014,0.2,0.2,-25.31,-91.14,-107.63,-96.14,-97.64,-90.15,-91.78,-93.36,-93.79,,,,,,,,,16.93,17.86
+08/10/2014,0.2,0.2,,-91.14,-107.63,-96.13,-97.64,-90.15,-91.78,-93.36,-93.82,,,,,,,,,18.58,18.98
+09/10/2014,0,0,,-91.14,-107.64,-96.12,-97.73,-90.13,-91.78,-93.36,-93.83,,,,,,,,,19.07,19
+10/10/2014,0,0,,-91.13,-107.63,-96.11,-97.74,-90.12,-91.78,-93.34,-93.82,,,,,,,,,18.52,19.29
+11/10/2014,0,0,,-91.12,-107.6,-96.1,-97.74,-90.12,-91.77,-93.33,-89.5,,,,,,,,,18.3,19.65
+12/10/2014,0,0,,-91.11,-107.54,-96.09,-97.76,-90.09,-91.74,-93.28,-89.47,,,,,,,,,19.15,20.29
+13/10/2014,0,0,,-91.1,-107.51,-96.08,-97.74,-90.08,-91.73,-93.26,-89.47,,,,,,,,,19.58,21
+14/10/2014,0.2,0,,-91.09,-107.43,-96.07,-97.74,-90.08,-91.7,-93.26,-89.47,,,,,,,,,20.52,21.86
+15/10/2014,0,0,,-91.09,-107.43,-96.05,-97.74,-90.08,-91.7,-93.21,-89.47,,,,,,,,,20.65,21.87
+16/10/2014,4.2,1.8,,-91.09,-107.43,-96.05,-97.76,-90.09,-91.7,-93.21,-93.8,,,,,,,,,18.47,19.95
+17/10/2014,0.2,0,,-91.09,-107.48,-96.05,-97.76,-90.09,-91.72,-93.2,-93.8,,,,,,,,,18.49,19.74
+18/10/2014,0.2,0.2,,-91.09,-107.48,-96.05,-97.78,-90.09,-91.73,-93.2,-93.8,,,,,,,,,18.53,19.84
+19/10/2014,0.2,0,,-91.08,-107.48,-96.05,-97.78,-90.09,-91.73,-93.19,-91.49,,,,,,,,,18.37,20.2
+20/10/2014,0.4,0,,-91.06,-107.46,-96.04,-97.78,-90.09,-91.73,-93.17,-90.12,,,,,,,,,17,18.96
+21/10/2014,0.2,0.4,,-91.06,-107.43,-96.03,-97.78,-90.06,-91.73,-93.17,-90.12,,,,,,,,,17.38,18.39
+22/10/2014,0,0,,-91.05,-107.42,-96.03,-97.77,-90.06,-91.72,-93.17,-90.12,,,,,,,,,13.16,15.85
+23/10/2014,0,0,,-91.04,-107.42,-96.03,-97.77,-90.06,-91.71,-93.16,-89.97,,,,,,,,,9.06,12.45
+24/10/2014,0,0,,-91.04,-107.42,-96.01,-97.77,-90.06,-91.71,-93.13,-90.12,,,,,,,,,10.96,13.5
+25/10/2014,0,0,,-91.04,-107.41,-96.01,-97.77,-90.06,-91.72,-93.13,-89.97,,,,,,,,,11.11,13.8
+26/10/2014,0,0,,-91.03,-107.41,-96.01,-97.77,-90.06,-91.71,-93.12,-89.53,,,,,,,,,11.69,13.7
+27/10/2014,0,0,,-91.03,-107.4,-95.97,-97.62,-90.06,-91.71,-93.12,-89.53,,,,,,,,,10.96,13.8
+28/10/2014,0,0,,-91.01,-107.36,-95.96,-97.27,-90.05,-91.69,-93.1,-93.81,,,,,,,,,10.39,12.55
+29/10/2014,0.2,0,,-91,-107.33,-95.96,-97.08,-90.05,-91.69,-93.09,-89.53,,,,,,,,,11.05,12.46
+30/10/2014,0,0,,-90.99,-107.28,-95.95,-96.95,-90.04,-91.67,-93.03,-93.81,,,,,,,,,12.07,14.47
+31/10/2014,0,0,,-90.99,-107.28,-95.95,-96.91,-90.04,-91.67,-93.03,-93.82,,,,,,,,,10.83,13.79
+01/11/2014,0.2,0,,-90.99,-107.33,-94.05,-96.84,-90.04,-91.72,-93.09,-93.83,,,,,,,,,11.05,12.94
+02/11/2014,0.4,0,,-90.99,-107.33,-94.03,-96.84,-90.02,-91.74,-93.09,-93.83,,,,,,,,,11.04,12.82
+03/11/2014,0.4,0,,-90.99,-107.28,-94,-96.73,-90.02,-92.51,-93.04,-93.83,,,,,,,,,12.02,13.46
+04/11/2014,3.8,1.4,,-90.94,-107.26,-94,-96.67,-89.98,-92.51,-93.04,-93.87,,,,,,,,,13.43,15.87
+05/11/2014,5.2,0,,-90.93,-107.22,-94,-96.67,-89.98,-92.75,-93.03,-92.04,,,,,,,,,16.3,17.9
+06/11/2014,89.2,64.8,,-90.93,-107.22,-95.78,-96.6,-89.98,-92.23,-93.03,-89.93,,,,,,,,,13.83,15.6
+07/11/2014,90.8,103.6,,-90.93,-107.22,-95.79,-96.53,-89.99,-92.22,-93.04,-92.04,,,,,,,,,13.29,15.07
+08/11/2014,0.2,0,,-90.95,-107.22,-95.8,-96.53,-89.99,-91.65,-93.04,-90.14,,,,,,,,,14.09,15.52
+09/11/2014,0,0,,-90.95,-107.28,-95.8,-96.53,-89.99,-91.68,-93.16,-90.14,,,,,,,,,14.15,14.9
+10/11/2014,0,0,-34.19,-90.95,-107.28,-95.8,-96.95,-89.99,-91.65,-93.16,-90.35,,,,,,,,,13.77,14.74
+11/11/2014,0,0,-29.87,-90.94,-107.28,-95.78,-96.95,-89.98,-91.64,-93.17,-92.28,,,,,,,,,14.13,16.09
+12/11/2014,17,14.6,-29.87,-90.94,-107.21,-95.76,-96.95,-89.98,-91.64,-93.17,-94.2,,,,,,,,,11.83,13.55
+13/11/2014,15.6,13.4,-29.87,-90.94,-107.2,-95.76,-96.86,-89.97,-91.64,-93.15,-94.27,,,,,,,,,10.83,12.49
+14/11/2014,0.4,0,-30.17,-90.94,-107.2,-95.74,-96.63,-89.96,-91.64,-92.65,-94.32,,,,,,,,,11.74,13.65
+15/11/2014,36.4,41.2,-30.32,-90.94,-107.2,-95.74,-96.63,-89.97,-91.64,-92.64,-94.32,,,,,,,,,12.55,13.57
+16/11/2014,13.8,8.2,-30.32,-90.94,-107.21,-95.74,-96.63,-89.97,-91.7,-92.54,-94.35,,,,,,,,,10.94,12.39
+17/11/2014,9,14.8,-30.51,-90.94,-107.24,-95.74,-97.01,-89.97,-91.7,-92.54,-94.38,,,,,,,,,10.98,12.19
+18/11/2014,0.2,2.4,-30.51,-90.96,-107.3,-95.77,-97.21,-89.99,-91.7,-92.64,-94.39,,,,,,,,,10.62,11.93
+19/11/2014,0,0,-30.67,-90.96,-107.35,-95.79,-97.21,-90.01,-91.81,-93.02,-94.42,,,,,,,,,10.87,12.92
+20/11/2014,0.2,0,-30.67,-90.96,-107.38,-95.8,-97.21,-90.02,-91.7,-93.04,-94.44,,,,,,,,,8.71,10.92
+21/11/2014,,0,-31.48,-90.7,-107.39,-95.8,-97.21,-90.03,-91.7,-93.05,-94.48,,,,,,,,,,11.19
+22/11/2014,0,0,-31.48,-90.7,-107.39,-95.8,-97.21,-90.03,-91.73,-93.11,-94.53,,,,,,,,,10.73,12.33
+23/11/2014,0.2,0.2,-32.26,-90.7,-107.48,-95.8,-97.22,-90.03,-91.81,-93.12,-94.56,,,,,,,,,10.82,12.15
+24/11/2014,0,0,-33.52,-90.99,-107.48,-95.8,-97.22,-90.03,-97.36,-93.15,-94.56,,,,,,,,,11.08,12.99
+25/11/2014,0.2,0.2,-34.21,-91,-107.5,-95.79,-97.22,-90.03,-97.36,-93.16,-94.58,,,,,,,,,11.63,13.03
+26/11/2014,18.8,29.4,-39.78,-91.02,-107.57,-95.77,-97.22,-90.02,-97.36,-93.17,-94.58,,,,,,,,,12.21,13.17
+27/11/2014,0.2,0.4,-42.38,-91.02,-107.57,-95.77,-97.22,-90.02,-97.36,-93.24,-94.59,,,,,,,,,12.43,13.32
+28/11/2014,0.2,0,-44.04,-91.02,-107.57,-95.76,-97.3,-90.02,-97.36,-93.27,-94.59,,,,,,,,,13.65,16.17
+29/11/2014,0.4,1.2,-45.22,-91.02,-107.59,-95.76,-97.32,-90.02,-97.36,-93.27,-94.6,,,,,,,,,13.99,16
+30/11/2014,1.4,2.4,-46.12,-91.02,-107.59,-95.76,-97.32,-90.02,-97.36,-93.27,-94.6,,,,,,,,,16.03,18.36
+01/12/2014,5.4,0.6,-46.9,-91.03,-107.63,-95.75,-97.32,-90.02,-97.36,-93.18,-94.61,,,,,,,,,13.18,15.54
+02/12/2014,17.2,36.8,-47.56,-91.04,-107.64,-95.75,-97.3,-90.02,-97.36,-93.18,-94.61,,,,,,,,,9.51,11.57
+03/12/2014,14.4,29.6,-47.56,-91.04,-107.64,-95.75,-97.3,,-97.36,-93.18,-94.61,,,,,,,,,10.91,12.86
+04/12/2014,8,13.8,-47.56,-91.1,-107.81,-95.76,-97.25,,-97.36,-93.18,-94.61,,,,,,,,,10.1,11.84
+05/12/2014,4.4,15.8,-43.93,-91.12,-107.86,-95.76,-97.3,,-97.36,-93.34,-94.61,,,,,,,,,8.68,10.13
+06/12/2014,3.6,14,-36.18,-91.12,-107.92,-95.76,-97.3,,-97.36,-93.34,-94.6,,,,,,,,,8.78,10.29
+07/12/2014,0.6,2,-36.18,-91.1,-107.92,-95.76,-97.25,,-97.36,-92.81,-94.6,,,,,,,,,6.67,8.93
+08/12/2014,0,0,-43.93,-91.1,-107.93,-95.76,-97.25,,-97.36,-92.81,-94.61,,,,,,,,,5.92,8.92
+09/12/2014,0,0,-44.9,-91.09,-107.93,-95.76,-97.31,,-97.36,-92.82,-94.62,,,,,,,,,6.15,9
+10/12/2014,0,0,-47.08,-91.09,-107.91,-95.76,-97.31,,-97.36,-92.82,-94.63,,,,,,,,,5.17,8.65
+11/12/2014,0,0,-47.08,-91.1,-107.91,-95.79,-97.31,,-97.36,-92.87,-94.64,,,,,,,,,5.37,8.44
+12/12/2014,0,0,-47.08,-91.12,-107.93,-95.79,-97.31,,-97.36,-93.2,-94.64,,,,,,,,,6.13,8.39
+13/12/2014,0,0,-46.44,-91.11,-107.96,-95.79,-97.31,-90.13,-97.36,-93.23,-94.64,,,,,,,,,9.7,11.71
+14/12/2014,0,0,-46.44,-91.11,-107.96,-95.79,-97.29,-90.13,-97.36,-93.23,-94.64,,,,,,,,,9.92,11.73
+15/12/2014,0.6,2.2,-46.03,-91.12,-107.97,-95.79,-97.27,-90.11,-97.36,-93.31,-94.63,,,,,,,,,9.33,11.8
+16/12/2014,11.4,34.2,-43.7,-91.15,-108.12,-95.79,-97.27,-90.11,-97.36,-93.31,-94.63,,,,,,,,,7.43,9.32
+17/12/2014,0.2,0.6,-43.7,-91.13,-108.03,-95.79,-97.34,-90.1,-97.36,-92.84,-94.63,,,,,,,,,7.37,9.83
+18/12/2014,0,0,-45.41,-91.13,-108.05,-95.79,-97.34,-90.09,-97.36,-92.84,-94.65,,,,,,,,,7.69,9.94
+19/12/2014,0.2,0,-45.41,-91.14,-108.09,-95.79,-97.35,-90.09,-97.36,-92.88,-94.65,,,,,,,,,7.71,9.53
+20/12/2014,0.6,0.2,-46.68,-91.14,-108.09,-95.8,-97.4,-90.09,-97.36,-92.88,-94.65,,,,,,,,,8.72,9.69
+21/12/2014,0,,-46.68,-91.14,-108.09,-95.8,-97.4,-90.09,-97.36,-93.01,-94.66,,,,,,,,,7.84,
+22/12/2014,0.2,,-46.68,-91.17,-108.23,-95.81,-97.4,-90.11,-97.36,-93.07,-94.66,,,,,,,,,6.77,
+23/12/2014,0,,-33.14,-91.17,-108.28,-95.81,-97.42,-90.11,-97.36,-93.38,-94.66,,,,,,,,,8.47,
+24/12/2014,0,,-33.14,-91.17,-108.28,-95.81,-97.42,-90.11,-97.36,-93.38,-94.66,,,,,,,,,8.44,
+25/12/2014,0,,-33.14,-91.16,-108.28,-95.81,-97.42,-90.09,-97.36,-93.38,-94.66,,,,,,,,,8.63,
+26/12/2014,0.2,,-38.07,-91.13,-108.2,-95.79,-97.36,-90.08,-97.36,-93.38,-94.65,,,,,,,,,6.36,
+27/12/2014,6.6,,-40.74,-91.13,-108.11,-95.79,-97.34,-90.07,-97.36,-92.82,-94.64,,,,,,,,,4.43,
+28/12/2014,0.8,11.2,,-91.13,-108.08,-95.8,-97.34,-90.06,-97.36,-92.82,-94.64,,,,,,,,,2.43,4.79
+29/12/2014,0,0,,-91.13,-108.08,-95.79,-97.42,-90.06,-97.36,-92.82,-94.64,,,,,,,,,0.36,4
+30/12/2014,0,0,,-91.13,-108.07,-95.79,-97.35,-90.06,,-93.05,-94.64,,,,,,,,,-2.18,0.75
+31/12/2014,0,0,,-91.13,-108.08,-95.8,-97.42,-90.06,,-93.28,-94.64,,,,,,,,,-3.62,-0.07
+01/01/2015,0,0,,-91.22,-108.45,-95.81,-97.47,-90.09,,-93.44,-94.7,,,,,,,,,,
+02/01/2015,0,0,,-91.22,-108.46,-95.81,-97.5,-90.09,,-93.49,-94.71,,,,,,,,,,
+03/01/2015,,,,-91.22,-108.47,-95.81,-97.54,-90.09,,-93.46,-94.71,,,,,,,,,,
+04/01/2015,0,,,-91.23,-108.53,-95.8,-97.55,-90.08,,-93.53,-94.71,,,,,,,,,,
+05/01/2015,0,0,,-91.24,-108.53,-95.8,-97.78,-90.08,,-93.55,-94.72,,,,,,,,,,
+06/01/2015,0,0,,-91.25,-108.54,-95.81,-97.8,-90.09,,-93.55,-94.73,,,,,,,,,,
+07/01/2015,,0,,-91.25,-108.54,-95.81,-97.8,-90.09,-97.36,-93.53,-94.73,,,,,,,,,,
+08/01/2015,,0,-34.74,-91.23,-108.53,-95.79,-97.8,-90.07,-97.36,-93.53,-94.72,,,,,,,,,,
+09/01/2015,0,0,-31.54,-91.21,-108.5,-95.77,-97.62,-90.05,-97.36,-93.52,-94.68,,,,,,,,,,
+10/01/2015,,0,-31.4,-91.21,-108.47,-95.77,-97.6,-90.05,-97.36,-93.49,-94.68,,,,,,,,,,11
+11/01/2015,,,-31.34,-91.21,-108.44,-95.77,-97.48,-90.04,-97.36,-93.49,-94.68,,,,,,,,,,
+12/01/2015,0,0,-31.34,-91.21,-108.44,-95.77,-97.48,-90.03,-97.36,-93.52,-94.68,,,,,,,,,,
+13/01/2015,0,0,-31.32,-91.2,-108.42,-95.79,-97.48,-90.03,-97.36,-93.49,-94.67,,,,,,,,,,
+14/01/2015,0,0,-31.31,-91.21,-108.42,-95.79,-97.48,-90.02,-97.36,-93.46,-94.68,,,,,,,,,,
+15/01/2015,,,-31.3,-91.19,-108.37,-95.78,-97.48,-90.01,-97.36,-93.46,-94.67,,,,,,,,,,
+16/01/2015,0,,-31.3,-91.19,-108.37,-95.77,-97.53,-90.01,-97.36,-93.45,-94.67,,,,,,,,,,
+17/01/2015,0,,-31.29,-91.19,-108.35,-95.76,-97.48,-89.99,-97.36,-93.37,-94.67,,,,,,,,,,
+18/01/2015,2,,-31.3,-91.16,-108.35,-95.76,-97.47,-89.98,-97.36,-92.98,-94.66,,,,,,,,,,
+19/01/2015,0,,-31.3,-91.14,-108.34,-95.76,-97.47,-89.97,-97.36,-92.98,-94.66,,,,,,,,,,
+20/01/2015,,,-31.3,-91.14,-108.32,-95.76,-97.47,-89.97,-97.36,-92.98,-94.65,,,,,,,,,,
+21/01/2015,,,-31.29,-91.14,-108.32,-95.76,-97.47,-89.96,-97.36,-92.98,-94.65,,,,,,,,,,
+22/01/2015,,,-30.82,-91.14,-108.32,-95.77,-97.47,-89.96,-97.36,-93.35,-94.64,,,,,,,,,,
+23/01/2015,0,0,-30.82,-91.14,-108.32,-95.77,-97.49,-89.96,-97.36,-93.35,-94.64,,,,,,,,,,
+24/01/2015,0,0,-30.82,-91.16,-108.39,-95.77,-97.49,-89.96,-97.36,-93.36,-94.64,,,,,,,,,,
+25/01/2015,0,0,-30.96,-91.16,-108.39,-95.79,-97.52,-89.96,-97.36,-93.36,-94.64,,,,,,,,,,
+26/01/2015,0,0,-30.98,-91.16,-108.41,-95.79,-97.53,-89.96,-97.36,-93.39,-94.66,,,,,,,,,,
+27/01/2015,0,0,-31.07,-91.16,-108.39,-95.79,-97.53,-89.95,-97.36,-93.36,-94.66,,,,,,,,,,
+28/01/2015,0,0,-31.1,-91.15,-108.35,-95.79,-97.53,-89.94,-97.36,-93.25,-94.64,,,,,,,,,,
+29/01/2015,,12,-31.19,-91.12,-108.3,-95.76,-97.44,-89.89,-97.36,-93.25,-94.63,,,,,,,,,,
+30/01/2015,,13,-31.19,-91.1,-108.26,-95.76,-97.38,-89.89,-97.36,-93.28,-94.63,,,,,,,,,,
+31/01/2015,,,-31.19,-91.1,-108.26,-95.76,-97.38,-89.89,-97.36,-93.28,-94.63,,,,,,,,,,
+01/02/2015,,,-31.17,-91.12,-108.3,-95.77,-97.38,-89.89,-97.36,-93.31,-94.63,,,,,,,,,,
+02/02/2015,,,-31.16,-91.15,-108.35,-95.79,-97.38,-89.9,-97.36,-93.31,-94.68,,,,,,,,,,
+03/02/2015,,,-31.14,-91.16,-108.42,-95.79,-97.38,-89.91,-97.36,-93.32,-94.68,,,,,,,,,,
+04/02/2015,,,-31.06,-91.17,-108.46,-95.8,-97.37,-89.91,-97.36,-93.33,-94.68,,,,,,,,,,
+05/02/2015,,,-30.94,-91.17,-108.46,-95.8,-97.36,-89.91,-97.36,-93.33,-94.68,,,,,,,,,,
+06/02/2015,,,-30.6,-91.17,-108.46,-95.8,-97.36,-89.91,-97.36,-93.33,-94.67,,,,,,,,,,
+07/02/2015,,,-30.13,-91.21,-108.61,-95.81,-97.36,-89.93,-97.36,-93.35,-94.67,,,,,,,,,,
+08/02/2015,0,0,-29.7,-91.21,-108.61,-95.84,-97.45,-89.95,-97.36,-93.35,-94.65,,,,,,,,,,
+09/02/2015,0,0,-29.66,-91.21,-108.61,-95.84,-97.5,-89.95,-97.36,-93.35,-94.65,,,,,,,,,,
+10/02/2015,0,0,-29.47,-91.21,-108.57,-95.84,-97.51,-89.93,-97.36,-93.35,-94.63,,,,,,,,,,
+11/02/2015,0,0,-29.47,-91.2,-108.57,-95.84,-97.55,-89.93,-97.36,-93.36,-94.6,,,,,,,,,,
+12/02/2015,0,0,-29.22,-91.19,-108.51,-95.83,-97.56,-89.93,-97.36,-93.35,-94.58,,,,,,,,,,
+13/02/2015,0,0,-28.96,-91.18,-108.47,-95.83,-97.55,-89.92,-97.36,-93.35,-94.54,,,,,,,,,,
+14/02/2015,0,0,-28.76,-91.16,-108.43,-95.81,-97.55,-89.9,-97.36,-93.33,-94.49,,,,,,,,,,
+15/02/2015,0,0,-28.56,-91.13,-108.32,-95.81,-97.51,-89.89,-97.36,-93.31,-94.44,,,,,,,,,,
+16/02/2015,4,,-28.38,-91.13,-108.28,-95.81,-97.51,-89.89,-97.36,-93.31,-94.41,,,,,,,,,,
+17/02/2015,0,0,-28.19,-91.13,-108.26,-95.84,-97.42,-89.87,-97.36,-93.31,-94.39,,,,,,,,,,
+18/02/2015,0,0,-28.1,-91.12,-108.26,-95.84,-97.42,-89.87,-97.36,-93.31,-94.38,,,,,,,,,,
+19/02/2015,0,0,-27.99,-91.11,-108.17,-95.84,-97.42,-89.87,-97.36,-93.28,-94.31,,,,,,,,,,
+20/02/2015,0,0,-27.68,-91.08,-108.11,-95.81,-97.42,-89.85,-97.36,-93.28,-94.26,,,,,,,,,,
+21/02/2015,,,-27.43,-91.03,-108,-95.79,-97.42,-89.8,-97.36,-93.24,-94.19,,,,,,,,,5,
+22/02/2015,2,,-27.35,-91.02,-107.98,-95.77,-97.39,-89.78,-97.36,-93.23,-94.16,,,,,,,,,,
+23/02/2015,,,-27.35,-91.01,-107.95,-95.77,-97.33,-89.77,-97.36,-93.23,-94.15,,,,,,,,,,
+24/02/2015,,,-27.31,-91,-107.81,-95.79,-97.32,-89.77,-97.36,-93.21,-94.1,,,,,,,,,,
+25/02/2015,,0,-27.31,-90.99,-107.79,-95.79,-97.3,-89.77,-97.36,-93.2,-94.1,,,,,,,,,,
+26/02/2015,,,-27.26,-90.99,-107.79,-95.79,-97.3,-89.77,-97.36,-93.2,-94.09,,,,,,,,,,
+27/02/2015,0,0,-27.19,-90.99,-107.79,-95.8,-97.31,-89.77,-97.36,-93.2,-94.06,,,,,,,,,,
+28/02/2015,0,,-27.14,-90.98,-107.77,-95.8,-97.31,-89.76,-97.36,-93.2,-94.06,,,,,,,,,,
+01/03/2015,,0,-27.06,-90.98,-107.79,-95.8,-97.31,-89.76,-97.36,-93.22,-94.03,,,,,,,,,,
+02/03/2015,1,,-26.99,-90.98,-107.83,-95.8,-97.31,-89.76,-97.36,-93.22,-94,,,,,,,,,,
+03/03/2015,0,,-26.85,-90.98,-107.79,-95.79,-97.26,-89.75,-97.36,-93.21,-94,,,,,,,,,,
+04/03/2015,21,19,-26.82,-90.98,-107.83,-95.79,-97.26,-89.75,-97.36,-93.21,-94,,,,,,,,,,
+05/03/2015,,,-26.69,-90.99,-107.84,-95.8,-97.26,-89.75,-97.36,-93.22,-93.99,,,,,,,,,,
+06/03/2015,0,0,-26.69,-90.98,-107.86,-95.8,-97.38,-89.75,-97.36,-93.22,-93.98,,,,,,,,,,
+07/03/2015,0,0,-26.69,-90.99,-107.88,-95.81,-97.38,-89.74,-97.36,-93.25,-93.99,,,,,,,,,,
+08/03/2015,0,0,-26.59,-90.99,-107.89,-95.81,-97.38,-89.74,-97.36,-93.25,-93.99,,,,,,,,,,
+09/03/2015,0,0,-26.59,-90.98,-107.89,-95.8,-97.38,-89.74,-97.36,-93.25,-93.99,,,,,,,,,,
+10/03/2015,0,0,-26.57,-90.98,-107.89,-95.79,-97.38,-89.73,-97.36,-93.25,-93.98,,,,,,,,,,
+11/03/2015,0,0,-26.56,-90.98,-107.89,-95.78,-97.38,-89.71,-97.36,-93.25,-93.98,,,,,,,,,,
+12/03/2015,0,0,-26.48,-90.96,-107.88,-95.78,-97.38,-89.7,-97.36,-93.25,-93.97,,,,,,,,,,
+13/03/2015,0,0,-26.46,-90.96,-107.87,-95.78,-97.38,-89.7,-97.36,-93.25,-93.97,,,,,,,,,,
+14/03/2015,,0,-26.42,-90.96,-107.87,-95.79,-97.38,-89.7,-97.36,-93.27,-93.97,,,,,,,,,,
+15/03/2015,,,-26.41,-90.96,-107.85,-95.79,-97.38,-89.69,-97.36,-93.25,-93.97,,,,,,,,,,
+16/03/2015,,,-26.39,-90.96,-107.83,-95.79,-97.38,-89.68,-97.36,-93.25,-93.95,,,,,,,,,,
+17/03/2015,,,-26.37,-90.95,-107.78,-95.78,-97.38,-89.67,-97.36,-93.24,-93.95,,,,,,,,,,
+18/03/2015,0,0,-26.34,-90.95,-107.78,-95.78,-97.36,-89.67,-97.36,-93.18,-93.95,,,,,,,,,,
+19/03/2015,0,0,-26.31,-90.94,-107.77,-95.78,-97.36,-89.66,-97.36,-93.18,-93.95,,,,,,,,,,
+20/03/2015,0,0,-26.28,-90.94,-107.77,-95.76,-97.36,-89.65,-97.36,-93.16,-93.95,,,,,,,,,,
+21/03/2015,0,0,-26.25,-90.91,-107.68,-95.75,-97.36,-89.61,-97.36,-93.16,-93.92,,,,,,,,,,
+22/03/2015,,1,-26.21,-90.89,-107.66,-95.73,-97.34,-89.61,-97.36,-93.14,-93.91,,,,,,,,,,
+23/03/2015,0,,-26.2,-90.89,-107.65,-95.73,-97.32,-89.61,-97.36,-93.12,-93.9,,,,,,,,,,
+24/03/2015,0,,-26.17,-90.88,-107.62,-95.72,-97.32,-89.58,-97.36,-93.12,-93.9,,,,,,,,,,
+25/03/2015,,,-26.13,-90.87,-107.57,-95.67,-97.34,-89.58,-97.36,-93.11,-93.87,,,,,,,,,,
+26/03/2015,0,0,-26.07,-90.87,-107.44,-95.62,-97.47,-89.58,-97.36,-93.09,-93.87,,,,,,,,,,
+27/03/2015,,,-26.02,-90.87,-107.44,-95.62,-97.47,-89.58,-97.36,-93.09,-93.87,,,,,,,,,,
+28/03/2015,0,0,-25.95,-90.88,-107.43,-95.59,-97.47,-89.58,-97.36,-93.08,-93.87,,,,,,,,,,
+29/03/2015,0,0,-25.86,-90.88,-107.43,-95.59,-97.44,-89.57,-97.36,-93.08,-93.88,,,,,,,,,,
+30/03/2015,,2,-25.73,-90.9,-107.44,-95.59,-97.35,-89.57,-97.36,-93.08,-93.88,,,,,,,,,,
+31/03/2015,0,0,-25.68,-90.89,-107.45,-95.59,-97.35,-89.57,-97.36,-93.08,-93.88,,,,,,,,,,
+01/04/2015,0,0,-25.68,-90.88,-107.43,-95.58,-97.34,-89.57,-97.36,-93.08,-93.88,,,,,,,,,,
+02/04/2015,0,0,-25.62,-90.88,-107.43,-95.58,-97.34,-89.56,-97.36,-93.08,-93.88,,,,,,,,,,
+03/04/2015,0,0,-25.52,-90.87,-107.43,-95.58,-97.4,-89.56,-97.36,-93.08,-93.86,,,,,,,,,,
+04/04/2015,,,-25.4,-90.83,-107.37,-95.58,-97.4,-89.54,-97.36,-93.06,-93.84,,,,,,,,,,
+05/04/2015,,,-25.29,-90.83,-107.37,-95.58,-97.32,-89.54,-97.36,-93.06,-93.84,,,,,,,,,,
+06/04/2015,0,0,-25.22,-90.83,-107.37,-95.59,-97.2,-89.54,-97.36,-93.06,-93.84,,,,,,,,,,
+07/04/2015,0,0,-25.12,-90.85,-107.36,-95.61,-97.14,-89.54,-97.36,-93.1,-93.85,,,,,,,,,,
+08/04/2015,0,0,-25.05,-90.86,-107.43,-95.61,-97.14,-89.54,-97.36,-93.1,-93.85,,,,,,,,,,
+09/04/2015,0,0,-24.98,-90.86,-107.43,-95.61,-97.14,-89.54,-97.36,-93.16,-93.85,,,,,,,,,,
+10/04/2015,0,0,-24.9,-90.87,-107.44,-95.61,-97.14,-89.54,-97.36,-93.17,-93.84,,,,,,,,,,
+11/04/2015,0,0,-24.82,-90.86,-107.44,-95.61,-96.83,-89.54,-97.36,-93.17,-93.84,,,,,,,,,,
+12/04/2015,0,0,-24.76,-90.86,-107.44,-95.61,-96.83,-89.54,-97.36,-93.16,-93.84,,,,,,,,,,
+13/04/2015,0,0,-24.69,-90.85,-107.44,-95.59,-96.67,-89.52,-97.36,-93.16,-93.83,,,,,,,,,,
+14/04/2015,0,0,-24.63,-90.85,-107.4,-95.57,-96.62,-89.5,-97.36,-93.12,-93.82,,,,,,,,,,
+15/04/2015,0,0,-24.56,-90.84,-107.39,-95.57,-96.58,-89.5,-97.36,-93.08,-93.81,,,,,,,,,,
+16/04/2015,0,0,-24.5,-90.84,-107.39,-95.56,-96.56,-89.49,-97.36,-93.08,-93.81,,,,,,,,,,
+17/04/2015,,0,-24.41,-90.81,-107.38,-95.55,-96.45,-89.46,-97.36,-93.12,-93.8,,,,,,,,,,
+18/04/2015,0,0,-24.37,-90.81,-107.38,-95.55,-96.43,-89.46,-97.36,-93.09,-93.8,,,,,,,,,,
+19/04/2015,0,0,-24.32,-90.81,-107.38,-95.55,-96.3,-89.46,-97.36,-93.09,-93.8,,,,,,,,,,
+20/04/2015,0,0,-24.28,-90.82,-107.39,-95.56,-96.22,-89.46,-97.36,-93.09,-93.8,,,,,,,,,,
+21/04/2015,0,0,-24.23,-90.82,-107.39,-95.56,-96.22,-89.46,-97.36,-93.09,-93.8,,,,,,,,,,
+22/04/2015,0,0,-24.18,-90.82,-107.39,-95.56,-96.22,-89.46,-97.36,-93.09,-93.8,,,,,,,,,,
+23/04/2015,0,0,-24.1,-90.81,-107.38,-95.54,-97.03,-89.44,-97.36,-93.08,-93.79,,,,,,,,,,
+24/04/2015,0,0,-24.08,-90.8,-107.37,-95.54,-97.03,-89.43,-97.36,-93.08,-93.79,,,,,,,,,,
+25/04/2015,,0,-24.05,-90.8,-107.37,-95.52,-97.1,-89.43,-97.36,-93.07,-93.79,,,,,,,,,,
+26/04/2015,0,0,-24.01,-90.79,-107.34,-95.52,-97.1,-89.42,-97.36,-93.07,-93.78,,,,,,,,,,
+27/04/2015,,,-23.96,-90.79,-107.32,-95.5,-97.14,-89.42,-97.36,-93.07,-93.76,,,,,,,,,,
+28/04/2015,,,-23.92,-90.78,-107.28,-95.5,-97.23,-89.42,-97.36,-93.07,-93.76,,,,,,,,,,
+29/04/2015,0,0,-23.91,-90.77,-107.26,-95.5,-97.28,-89.41,-97.36,-93.07,-93.75,,,,,,,,,,
+30/04/2015,,,-23.86,-90.77,-107.24,-95.49,-97.37,-89.41,-97.36,-93.05,-93.75,,,,,,,,,,
+01/05/2015,,0,-23.83,-90.77,-107.24,-95.49,-97.45,-89.41,-97.36,-93.05,-93.75,,,,,,,,,,
+02/05/2015,0,,-23.81,-90.77,-107.24,-95.47,-97.53,-89.39,-97.36,-93.05,-93.74,,,,,,,,,,
+03/05/2015,0,0,-23.76,-90.77,-107.23,-95.46,-97.7,-89.39,-97.36,-93.04,-93.74,,,,,,,,,,
+04/05/2015,0,0,-23.74,-90.77,-107.22,-95.44,-98.12,-89.38,-97.36,-93,-93.74,,,,,,,,,,
+05/05/2015,0,0,-23.72,-90.76,-107.21,-95.43,-98.12,-89.37,-97.36,-92.99,-93.73,,,,,,,,,,
+06/05/2015,0,0,-23.68,-90.76,-107.21,-95.43,-98.12,-89.36,-97.35,-92.96,-93.73,,,,,,,,,,
+07/05/2015,0,0,-23.66,-90.76,-107.21,-95.43,-97.82,-89.36,-97.35,-92.96,-93.73,,,,,,,,,,
+08/05/2015,0,0,-23.63,-90.76,-107.21,-95.43,-97.82,-89.36,-97.35,-92.95,-93.73,,,,,,,,,,
+09/05/2015,0,0,-23.63,-90.76,-107.21,-95.43,-97.09,-89.35,-97.35,-92.99,-93.73,,,,,,,,,,
+10/05/2015,0,0,-23.63,-90.75,-107.21,-95.43,-97.09,-89.35,-97.35,-92.97,-93.73,,,,,,,,,,
+11/05/2015,0,0,-24.14,-90.75,-107.21,-95.43,-97.3,-89.35,-97.35,-92.99,-93.73,,,,,,,,,,
+12/05/2015,0,0,-24.14,-90.75,-107.17,-95.43,-97.09,-89.35,-97.35,-92.99,-93.73,,,,,,,,,,
+13/05/2015,0,0,-24.14,-90.74,-107.14,-95.41,-97.04,-89.33,-97.35,-92.99,-93.71,,,,,,,,,,
+14/05/2015,0,0,-24.12,-90.71,-107.11,-95.41,-97.04,-89.31,-97.35,-93,-93.69,,,,,,,,,,
+15/05/2015,0,0,-24.12,-90.71,-107.09,-95.38,-97.12,-89.3,-97.35,-93.02,-93.68,,,,,,,,,,
+16/05/2015,0,0,-24.11,-90.71,-107.09,-95.38,-97.12,-89.29,-97.35,-93,-93.68,,,,,,,,,,
+17/05/2015,0,0,-24.1,-90.71,-107.07,-95.36,-97.12,-89.28,-97.35,-92.96,-93.67,,,,,,,,,,
+18/05/2015,0,0,-24.1,-90.71,-107.07,-95.37,-97.3,-89.28,-97.35,-92.96,-93.67,,,,,,,,,,
+19/05/2015,0,0,-24.08,-90.71,-107.07,-95.37,-97.12,-89.28,-97.35,-92.96,-93.67,,,,,,,,,,
+20/05/2015,,0,-24.07,-90.7,-107.06,-95.36,-97.2,-89.28,-97.35,-92.95,-93.66,,,,,,,,,,
+21/05/2015,0,,-24.07,-90.7,-107.05,-95.36,-97.2,-89.27,-97.35,-92.91,-93.66,,,,,,,,,,
+22/05/2015,,,-24.04,-90.66,-107,-95.37,-97.3,-89.25,-97.35,-92.91,-93.63,,,,,,,,,,
+23/05/2015,,,-24.04,-90.65,-107,-95.36,-97.72,-89.25,-97.36,-92.87,-93.61,,,,,,,,,,
+24/05/2015,,,-24.04,-90.64,-106.97,-95.36,-97.92,-89.25,-97.36,-92.87,-93.61,,,,,,,,,,
+25/05/2015,,0,-24.03,-90.63,-106.93,-95.36,-97.92,-89.24,-97.36,-92.87,-93.6,,,,,,,,,,
+26/05/2015,,0,-24.03,-90.63,-106.92,-95.33,-97.72,-89.22,-97.36,-92.87,-93.59,,,,,,,,,,
+27/05/2015,,,-24.03,-90.64,-106.91,-95.32,-97.7,-89.22,-97.36,-92.87,-93.59,,,,,,,,,,
+28/05/2015,0,0,-24.02,-90.63,-106.9,-95.31,-97.47,-89.22,-97.36,-92.83,-93.58,,,,,,,,,,
+29/05/2015,0,0,-24.02,-90.62,-106.86,-95.3,-97.47,-89.21,-97.36,-92.83,-93.57,,,,,,,,,,
+30/05/2015,0,0,-24.02,-90.62,-106.8,-95.29,-97.47,-89.2,-97.36,-92.82,-93.57,,,,,,,,,,
+31/05/2015,0,0,-24.01,-90.62,-106.79,-95.28,-98.07,-89.2,-97.36,-92.82,-93.57,,,,,,,,,,
+01/06/2015,0,0,-24,-90.62,-106.79,-95.28,-98.07,-89.19,-97.36,-92.82,-93.57,,,,,,,,,,
+02/06/2015,0,0,-24,-90.62,-106.8,-95.27,-98.07,-89.18,-97.36,-92.82,-93.57,,,,,,,,,,
+03/06/2015,0,0,-24,-90.62,-106.81,-95.26,-97.01,-89.18,-97.35,-92.81,-93.57,,,,,,,,,,
+04/06/2015,0,0,-24,-90.62,-106.81,-95.26,-97.01,-89.18,-97.35,-92.81,-93.57,,,,,,,,,,
+05/06/2015,,,-24,-90.61,-106.81,-95.25,-97.01,-89.16,-97.35,-92.8,-93.55,,,,,,,,,,
+06/06/2015,,,-24,-90.59,-106.81,-95.25,-97.24,-89.16,-97.35,-92.8,-93.55,,,,,,,,,,
+07/06/2015,0,0,-24,-90.59,-106.8,-95.24,-97.29,-89.15,-97.35,-92.8,-93.54,,,,,,,,,,
+08/06/2015,,,-23.99,-90.58,-106.8,-95.25,-97.29,-89.15,-97.35,-92.82,-93.54,,,,,,,,,,
+09/06/2015,,,-23.99,-90.58,-106.79,-95.23,-97.29,-89.14,-97.35,-92.82,-93.53,,,,,,,,,,
+10/06/2015,,,-23.99,-90.58,-106.78,-95.21,-97.2,-89.14,-97.35,-92.82,-93.53,,,,,,,,,,
+11/06/2015,,0,-24.01,-90.57,-106.75,-95.17,-97.06,-89.12,-97.35,-92.76,-93.53,,,,,,,,,,
+12/06/2015,,0,-24.01,-90.57,-106.73,-95.16,-97.06,-89.12,-97.35,-92.76,-93.52,,,,,,,,,,
+13/06/2015,,0,-24.01,-90.57,-106.73,-95.16,-97.06,-89.11,-97.35,-92.76,-93.51,,,,,,,,,,
+14/06/2015,,0,-24.02,-90.56,-106.7,-95.16,-97.06,-89.1,-97.35,-92.76,-93.51,,,,,,,,,,
+15/06/2015,,,-24.02,-90.54,-106.7,-95.16,-97.06,-89.09,-97.35,-92.76,-93.49,,,,,,,,,,
+16/06/2015,,,-24.03,-90.54,-106.68,-95.15,-96.9,-89.09,-97.35,-92.76,-93.49,,,,,,,,,,
+17/06/2015,,50,-24.03,-90.53,-106.65,-95.11,-96.8,-89.07,-97.35,-92.76,-93.49,,,,,,,,,,
+18/06/2015,,0,-24.04,-90.53,-106.62,-95.1,-96.8,-89.06,-97.35,-92.75,-93.46,,,,,,,,,,
+19/06/2015,,0,-24.06,-90.53,-106.62,-95.1,-96.8,-89.06,-97.35,-92.73,-93.46,,,,,,,,,,
+20/06/2015,,1,-24.06,-90.53,-106.62,-95.09,-96.93,-89.06,-97.35,-92.73,-93.45,,,,,,,,,,
+21/06/2015,,,-24.06,-90.53,-106.63,-95.09,-97.02,-89.05,-97.35,-92.74,-93.45,,,,,,,,,,
+22/06/2015,,0,-24.06,-90.52,-106.64,-95.09,-97.06,-89.05,-97.35,-92.75,-93.45,,,,,,,,,,
+23/06/2015,0,0,-24.08,-90.52,-106.64,-95.09,-97.27,-89.05,-97.35,-92.75,-93.45,,,,,,,,,,
+24/06/2015,,,-24.07,-90.52,-106.64,-95.08,-97.48,-89.04,-97.35,-92.75,-93.44,,,,,,,,,,
+25/06/2015,0,0,-24.08,-90.51,-106.63,-95.08,-97.63,-89.03,-97.35,-92.76,-93.44,,,,,,,,,,
+26/06/2015,,0,-24.09,-90.51,-106.64,-95.07,-97.67,-89.03,-97.35,-92.76,-93.43,,,,,,,,,,
+27/06/2015,0,0,-24.12,-90.51,-106.63,-95.07,-97.78,-89.02,-97.35,-92.76,-93.43,,,,,,,,,,
+28/06/2015,0,,-24.14,-90.51,-106.63,-95.07,-97.91,-89.02,-97.35,-92.76,-93.42,,,,,,,,,,
+29/06/2015,0,0,-24.15,-90.51,-106.63,-95.06,-98.09,-89.02,-97.35,-92.73,-93.42,,,,,,,,,,
+30/06/2015,0,0,-24.18,-90.51,-106.63,-95.04,-98.13,-89.01,-97.35,-92.71,-93.42,,,,,,,,,,
+01/07/2015,0,0,-24.19,-90.5,-106.63,-95.04,-98.23,-89.01,-97.35,-92.71,-93.41,,,,,,,,,,
+02/07/2015,0,0,-24.19,-90.5,-106.6,-95.03,-98.44,-89.01,-97.35,-92.71,-93.42,,,,,,,,,,
+03/07/2015,,0,-24.22,-90.49,-106.59,-95.03,-98.61,-89.01,-97.35,-92.71,-93.41,,,,,,,,,,
+04/07/2015,0,0,-24.25,-90.49,-106.39,-94.98,-98.67,,-97.35,-92.74,-93.41,,,,,,,,,,
+05/07/2015,0,0,-24.69,-90.48,-106.39,-94.97,-98.83,,-97.35,-92.74,-93.41,,,,,,,,,,
+06/07/2015,0,0,-24.74,-90.47,-106.38,-94.96,-98.88,,-97.35,-92.74,-93.41,,,,,,,,,,
+07/07/2015,0,0,-24.75,-90.47,-106.38,-94.96,-99.17,,-97.35,-92.74,-93.4,,,,,,,,,,
+08/07/2015,0,0,-24.8,-90.47,-106.38,-94.96,-99.17,,-97.35,-92.7,-93.4,,,,,,,,,,
+09/07/2015,0,0,,-90.47,-106.33,-94.95,-99.22,,-97.35,-92.7,-93.4,,,,,,,,,,25
+10/07/2015,0,0,,-90.47,-106.33,-94.95,-99.26,,-97.35,-92.7,-93.4,,,,,,,,,,
+11/07/2015,0,0,,-90.47,-106.33,-94.95,-99.26,,-97.35,-92.7,-93.39,,,,,,,,,,
+12/07/2015,0,0,,-90.45,-106.33,-94.87,-99.26,,-97.35,-92.7,-93.39,,,,,,,,,,
+13/07/2015,0,0,,-90.45,-106.33,-94.86,-99.41,,-97.35,-92.7,-93.38,,,,,,,,,,
+14/07/2015,0,0,-25.03,-90.45,-106.33,-94.86,-99.49,-88.95,-97.35,-92.68,-93.37,,,,,,,,,,
+15/07/2015,0,0,-25.03,-90.45,-106.32,-94.86,-99.49,-88.92,-97.35,-92.66,-93.37,,,,,,,,,,
+16/07/2015,0,0,-25.03,-90.44,-106.32,-94.89,-99.6,-88.92,-97.35,-92.66,-93.37,,,,,,,,,,
+17/07/2015,0,0,-25.05,-90.44,-106.31,-94.89,-99.72,-88.91,-97.35,-92.66,-93.36,,,,,,,,,,
+18/07/2015,0,0,-25.07,-90.42,-106.3,-94.89,-99.74,-88.9,-97.35,-92.66,-93.36,,,,,,,,,,
+19/07/2015,0,0,-25.12,-90.41,-106.28,-94.89,-100.19,-88.89,-97.35,-92.69,-93.36,,,,,,,,,,
+20/07/2015,0,0,-25.15,-90.41,-106.28,-94.89,-100.27,-88.88,-97.35,-92.71,-93.35,,,,,,,,,,
+21/07/2015,0,0,-25.15,-90.41,-106.28,-94.89,-100.66,-88.88,-97.35,-92.71,-93.35,,,,,,,,,,
+22/07/2015,0,0,-25.16,-90.39,-106.28,-94.89,-100.79,-88.87,-97.35,-92.71,-93.35,,,,,,,,,,
+23/07/2015,,0,-25.17,-90.38,-106.28,-94.89,-101.22,-88.86,-97.35,-92.69,-93.35,,,,,,,,,,
+24/07/2015,0,0,-25.28,-90.38,-106.27,-94.86,-101.48,-88.85,-97.35,-92.67,-93.35,,,,,,,,,,
+25/07/2015,0,0,-25.34,-90.37,-106.26,-94.86,-102.07,-88.85,-97.34,-92.62,-93.34,,,,,,,,,,
+26/07/2015,0,0,-25.38,-90.37,-106.26,-94.86,-102.5,-88.85,-97.34,-92.62,-93.34,,,,,,,,,,
+27/07/2015,0,0,-25.42,-90.37,-106.27,-94.84,-102.8,-88.84,-97.35,-92.62,-93.34,,,,,,,,,,
+28/07/2015,0,0,-25.47,-90.37,-106.27,-94.82,-103.05,-88.84,-97.35,-92.63,-93.33,,,,,,,,,,
+29/07/2015,0,0,-25.5,-90.37,-106.27,-94.82,-103.44,-88.84,-97.35,-92.62,-93.33,,,,,,,,,,
+30/07/2015,,0,-25.54,-90.37,-106.27,-94.82,,-88.83,-97.35,-92.62,-93.33,,,,,,,,,,
+31/07/2015,0,0,-25.59,-90.37,-106.28,-94.82,,-88.82,-97.35,-92.59,-93.34,,,,,,,,,,
+01/08/2015,0,0,-25.69,-90.38,-106.28,-94.84,,-88.82,-97.35,-92.59,-93.34,,,,,,,,,,
+02/08/2015,0,0,-25.73,-90.38,-106.28,-94.84,,-88.82,-97.35,-92.59,-93.34,,,,,,,,,,
+03/08/2015,0,0,-25.78,-90.38,-106.28,-94.84,,-88.81,-97.35,-92.59,-93.34,,,,,,,,,,
+04/08/2015,0,0,-25.83,-90.38,-106.28,-94.82,,-88.8,-97.35,-92.59,-93.34,,,,,,,,,,
+05/08/2015,0,0,-25.88,-90.38,-106.28,-94.82,,-88.8,-97.35,-92.59,-93.34,,,,,,,,,,
+06/08/2015,0,0,-25.94,-90.37,-106.28,-94.82,,-88.79,-97.35,-92.6,-93.34,,,,,,,,,,
+07/08/2015,0,0,-25.99,-90.36,-106.28,-94.82,,-88.79,-97.35,-92.59,-93.34,,,,,,,,,,
+08/08/2015,0,0,-26.04,-90.35,-106.2,-94.81,,-88.79,-97.35,-92.58,-93.33,,,,,,,,,,
+09/08/2015,0,0,-26.1,-90.35,-106.2,-94.81,,-88.78,-97.35,-92.58,-93.33,,,,,,,,,,
+10/08/2015,,,-26.15,-90.35,-106.2,-94.81,,-88.78,-97.35,-92.57,-93.32,,,,,,,,,,
+11/08/2015,,,-26.22,-90.34,-106.2,-94.81,,-88.78,-97.35,-92.57,-93.32,,,,,,,,,,
+12/08/2015,0,0,-26.23,-90.34,-106.2,-94.8,,-88.78,-97.35,-92.57,-93.32,,,,,,,,,,
+13/08/2015,0,0,-26.23,-90.33,-106.19,-94.78,,-88.78,-97.35,-92.58,-93.31,,,,,,,,,,
+14/08/2015,0,0,-26.26,-90.32,-106.13,-94.73,,,,,-93.31,,,,,,,,,,
+15/08/2015,,,-26.36,-90.31,-106.11,-94.73,,,,,-93.29,,,,,,,,,,
+16/08/2015,,5,-26.43,-90.31,-106.11,-94.73,,,,,-93.29,,,,,,,,,,
+17/08/2015,,0,-26.49,-90.31,-106.11,-94.73,,,,,-93.28,,,,,,,,,,
+18/08/2015,0,0,-26.52,-90.3,-106.11,-94.73,,,,,-93.28,,,,,,,,,,
+19/08/2015,,,-26.62,-90.3,-106.08,-94.73,,,,,-93.28,,,,,,,,,,
+20/08/2015,,,-26.62,-90.3,-106.09,-94.73,,,,,-93.27,,,,,,,,,,
+21/08/2015,0,0,-26.75,-90.3,-106.09,-94.72,,,,,-93.27,,,,,,,,,,
+22/08/2015,,0,-26.75,-90.29,-106.09,-94.72,,,,,-93.27,,,,,,,,,,
+23/08/2015,0,0,-26.83,-90.29,-106.09,-94.72,,,,,-93.28,,,,,,,,,,
+24/08/2015,0,,-26.95,-90.28,-106.09,-94.72,,,,,-93.28,,,,,,,,,,
+25/08/2015,0,0,-27.08,-90.28,-106.06,-94.72,,,,,-93.28,,,,,,,,,,
+26/08/2015,0,0,-27.21,-90.28,-106.03,-94.69,,,,,-93.27,,,,,,,,,,
+27/08/2015,0,0,-27.29,-90.28,-106.03,-94.68,,,,,-93.27,,,,,,,,,,
+28/08/2015,0,0,-27.41,-90.28,-106.03,-94.67,,,,,-93.27,,,,,,,,,,
+29/08/2015,0,0,-27.53,-90.28,-106.04,-94.67,,,,,-93.28,,,,,,,,,,
+30/08/2015,0,0,-27.63,-90.28,-106.05,-94.67,,,,,-93.28,,,,,,,,,,
+31/08/2015,0,0,-27.68,-90.27,-106.05,-94.65,,,,,-93.28,,,,,,,,,,
+01/09/2015,0,0,-27.84,-90.26,-106.05,-94.65,,,,,-93.28,,,,,,,,,,
+02/09/2015,0,0,-27.98,-90.26,-106.05,-94.65,,,,,-93.28,,,,,,,,,,
+03/09/2015,0,0,-28.12,-90.26,-106.05,-94.64,,,,,-93.29,,,,,,,,,,
+04/09/2015,,,-28.27,-90.24,-106.04,-94.64,,,,,-93.32,,,,,,,,,,
+05/09/2015,,,-28.42,-90.24,-106.01,-94.61,,,,,-93.38,,,,,,,,,,
+06/09/2015,0,0,-28.42,-90.24,-106.01,-94.61,,,,,-93.43,,,,,,,,,,
+07/09/2015,,0,-28.58,-90.24,-106,-94.61,,,,,-93.46,,,,,,,,,,
+08/09/2015,0,0,-28.74,-90.24,-106.01,-94.61,,,,,-93.47,,,,,,,,,18,
+09/09/2015,0,0,-28.79,-90.24,-106.03,-94.61,,,,,-93.47,,,,,,,,,,
+10/09/2015,0,0,-29.1,-90.23,-106.03,-94.61,,-88.66,,-92.48,-93.52,,,,,,,,,,
+11/09/2015,,,-29.3,-90.23,-106,-94.61,,-88.65,,-92.48,-93.57,,,,,,,,,,
+12/09/2015,,0,-29.51,-90.23,-106.03,-94.59,,-88.65,,-92.48,-93.57,,,,,,,,,,
+13/09/2015,4,,-29.74,-90.23,-106.02,-94.58,,-88.63,,-92.48,-93.6,,,,,,,,,,
+14/09/2015,1,,-29.98,-90.23,-106.02,-94.58,,-88.61,,-92.47,-93.62,,,,,,,,,,
+15/09/2015,0,0,-30.26,-90.23,-106.04,-94.58,,-88.61,-97.35,-92.48,-93.67,,,,,,,,,,
+16/09/2015,0,0,-30.56,-90.24,-106.05,-94.58,,-88.61,-97.35,-92.48,-93.71,,,,,,,,,,
+17/09/2015,0,0,-30.91,-90.25,-106.06,-94.58,,-88.61,-97.35,-92.47,-93.75,,,,,,,,,,
+18/09/2015,0,0,-31.26,-90.26,-106.06,-94.58,,-88.6,-97.35,-92.47,-93.8,,,,,,,,,,
+19/09/2015,0,0,-31.67,-90.26,-106.1,-94.58,,-88.61,-97.35,-92.48,-93.83,,,,,,,,,,
+20/09/2015,0,,-32.12,-90.26,-106.11,-94.59,,-88.61,-97.35,-92.48,-93.84,,,,,,,,,,
+21/09/2015,0,0,-32.75,-90.27,-106.16,-94.6,,-88.61,-97.35,-92.49,-93.88,,,,,,,,,,
+22/09/2015,0,0,-34,-90.28,-106.17,-94.61,,-88.61,-97.35,-92.54,-93.91,,,,,,,,,,19
+23/09/2015,,,,-90.28,-106.19,-94.62,,-88.62,-97.35,-92.54,-93.91,,,,,,,,,,
+24/09/2015,,,,-90.29,-106.21,-94.63,,-88.62,-97.35,-92.54,-93.93,,,,,,,,,,
+25/09/2015,,0,,-90.3,-106.25,-94.65,,-88.63,-97.35,-92.57,-93.95,,,,,,,,,,
+26/09/2015,0,0,,-90.32,-106.27,-94.67,,-88.64,-97.35,-92.63,-93.96,,,,,,,,,,
+27/09/2015,,,,-90.33,-106.29,-94.68,,-88.65,-97.36,-92.63,-93.98,,,,,,,,,,
+28/09/2015,,8,,-90.33,-106.33,-94.69,,-88.65,-97.36,-92.63,-93.99,,,,,,,,,,
+29/09/2015,0,0,,-90.34,-106.35,-94.7,,-88.65,-97.36,-92.63,-94,,,,,,,,,,
+30/09/2015,,0,,-90.34,-106.35,-94.7,,-88.65,-97.36,-92.63,-94,,,,,,,,,,
+01/10/2015,,,,-90.34,-106.35,-94.7,,-88.65,-97.36,-92.62,-94,,,,,,,,,,
+02/10/2015,,,-31.28,-90.34,-106.36,-94.71,,-88.65,-97.36,-92.63,-94,,,,,,,,,,
+03/10/2015,,0,-31.28,-90.34,-106.35,-94.7,,-88.65,-97.36,-92.63,-94,,,,,,,,,,
+04/10/2015,0,0,-31.28,-90.33,-106.33,-94.69,,-88.65,-97.36,-92.72,-94,,,,,,,,,,
+05/10/2015,,,-31.39,-90.33,-106.33,-94.67,,-88.64,-97.36,-92.72,-94,,,,,,,,,,
+06/10/2015,0,0,-31.49,-90.33,-106.35,-94.67,,-88.64,-97.36,-92.72,-94,,,,,,,,,,
+07/10/2015,,,-31.58,-90.32,-106.34,-94.66,,-88.63,-97.36,-92.71,-94,,,,,,,,,,
+08/10/2015,,,-31.58,-90.32,-106.32,-94.64,,-88.62,-97.36,-92.71,-93.99,,,,,,,,,,
+09/10/2015,,,-31.7,-90.31,-106.34,-94.64,,-88.62,-97.36,-92.67,-94,,,,,,,,,,
+10/10/2015,,69,-31.75,-90.31,-106.35,-94.66,,-88.63,-97.36,-92.7,-94,,,,,,,,,,
+11/10/2015,,,-31.77,-90.31,-106.35,-94.66,,-88.63,-97.36,-92.65,-94,,,,,,,,,,
+12/10/2015,0,0,-32.1,-90.33,-106.4,-94.67,,-88.63,-97.36,-92.65,-94.03,,,,,,,,,,
+13/10/2015,,,-32.1,-90.33,-106.4,-94.69,,-88.65,-97.36,-92.65,-94.03,,,,,,,,,,
+14/10/2015,,,-32.1,-90.34,-106.42,-94.71,,-88.66,-97.36,-92.66,-94.03,,,,,,,,,,
+15/10/2015,0,,-31.63,-90.34,-106.43,-94.71,,-88.66,-97.36,-92.66,-94.03,,,,,,,,,,
+16/10/2015,,1,-31.63,-90.34,-106.43,-94.72,,-88.66,-97.36,-92.67,-94.04,,,,,,,,,,
+17/10/2015,,,-31.63,-90.34,-106.44,-94.72,,-88.66,-97.36,-92.76,-94.05,,,,,,,,,,
+18/10/2015,,,-32.54,-90.34,-106.45,-94.72,,-88.66,-97.36,-92.76,-94.06,,,,,,,,,,
+19/10/2015,,,-33,-90.34,-106.47,-94.72,,-88.65,-97.36,-92.67,-94.06,,,,,,,,,,
+20/10/2015,,,-33.39,-90.34,-106.48,-94.7,,-88.65,-97.36,-92.63,-94.06,,,,,,,,,,
+21/10/2015,,,-33.67,-90.34,-106.5,-94.7,,-88.65,-97.36,-92.63,-94.07,,,,,,,,,,
+22/10/2015,0,,-33.89,-90.35,-106.51,-94.72,,-88.65,-97.36,-92.63,-94.07,,,,,,,,,,
+23/10/2015,0,0,-34.17,-90.36,-106.52,-94.75,,-88.68,-97.36,-92.66,-94.1,,,,,,,,,,
+24/10/2015,,0,-34.4,-90.37,-106.54,-94.77,,-88.68,-97.36,-92.73,-94.11,,,,,,,,,,
+25/10/2015,,0,-34.66,-90.37,-106.55,-94.77,,-88.68,-97.36,-92.73,-94.11,,,,,,,,,,
+26/10/2015,0,0,-34.89,-90.38,-106.57,-94.77,,-88.67,-97.36,-92.73,-94.11,,,,,,,,,,
+27/10/2015,0,,-35.1,-90.37,-106.57,-94.76,,-88.66,-97.36,-92.67,-94.11,,,,,,,,,,
+28/10/2015,,,-35.28,-90.38,-106.57,-94.76,,-88.66,-97.36,-92.66,-94.12,,,,,,,,,,
+29/10/2015,12,,-35.44,-90.38,-106.57,-94.76,,-88.66,-97.36,-92.66,-94.12,,,,,,,,,,
+30/10/2015,,,-35.6,-90.38,-106.59,-94.76,,-88.66,-97.36,-92.67,-94.12,,,,,,,,,,
+31/10/2015,0,0,-35.8,-90.39,-106.63,-94.78,,-88.68,-97.36,-92.74,-94.14,,,,,,,,,,
+01/11/2015,0,0,-36.1,-90.4,-106.67,-94.79,,-88.69,-97.36,-92.74,-94.16,,,,,,,,,,
+02/11/2015,0,0,-36.29,-90.4,-106.68,-94.79,,-88.69,-97.36,-92.74,-94.16,,,,,,,,,,
+03/11/2015,0,0,-36.42,-90.4,-106.7,-94.79,,-88.69,-97.36,-92.74,-94.16,,,,,,,,,,
+04/11/2015,0,0,-36.6,-90.4,-106.7,-94.79,,-88.69,-97.36,-92.72,-94.16,,,,,,,,,,
+05/11/2015,,0,-36.8,-90.4,-106.7,-94.79,,-88.69,-97.36,-92.72,-94.16,,,,,,,,,,
+06/11/2015,,,-36.94,-90.41,-106.71,-94.79,,-88.69,-97.36,-92.72,-94.17,,,,,,,,,,
+07/11/2015,,0,-37.15,-90.42,-106.75,-94.81,,-88.7,-97.36,-92.73,-94.19,,,,,,,,,,
+08/11/2015,0,0,-37.33,-90.43,-106.76,-94.81,,-88.71,-97.36,-92.73,-94.2,,,,,,,,,,
+09/11/2015,,0,-37.55,-90.43,-106.76,-94.81,,-88.71,-97.36,-92.76,-94.2,,,,,,,,,,
+10/11/2015,,0,-37.69,-90.43,-106.78,-94.82,,-88.71,-97.36,-92.76,-94.2,,,,,,,,,,
+11/11/2015,,,-37.89,-90.43,-106.8,-94.82,,-88.71,-97.36,-92.76,-94.21,,,,,,,,,,
+12/11/2015,,0,-38.23,-90.44,-106.8,-94.83,,-88.72,-97.36,-92.76,-94.22,,,,,,,,,,
+13/11/2015,,,-38.38,-90.44,-106.8,-94.83,,-88.72,-97.36,-92.74,-94.22,,,,,,,,,,
+14/11/2015,0,0,-38.51,-90.44,-106.81,-94.83,,-88.72,-97.36,-92.74,-94.23,,,,,,,,,,
+15/11/2015,,0,-38.66,-90.44,-106.82,-94.83,,-88.72,-97.36,-92.75,-94.23,,,,,,,,,,
+16/11/2015,,,-38.88,-90.44,-106.83,-94.83,,-88.72,-97.36,-92.74,-94.23,,,,,,,,,,
+17/11/2015,,,-38.96,-90.44,-106.85,-94.85,,-88.72,-97.36,-92.74,-94.24,,,,,,,,,,
+18/11/2015,0,0,-39.15,-90.44,-106.85,-94.85,,-88.72,-97.36,-92.74,-94.24,,,,,,,,,,
+19/11/2015,,0,-39.29,-90.44,-106.85,-94.85,,-88.72,-97.36,-92.73,-94.24,,,,,,,,,,
+20/11/2015,0,1,-39.48,-90.44,-106.85,-94.85,,-88.72,-97.36,-92.72,-94.24,,,,,,,,,,
+21/11/2015,10,11,-39.56,-90.44,-106.85,-94.85,,-88.72,-97.36,-92.72,-94.25,,,,,,,,,,
+22/11/2015,4,,-39.69,-90.44,-106.85,-94.85,,-88.72,-97.36,-92.72,-94.25,,,,,,,,,,
+23/11/2015,,,-39.88,-90.42,-106.85,-94.84,,-88.72,-97.36,-92.72,-94.24,,,,,,,,,,
+24/11/2015,,,-40.03,-90.42,-106.85,-94.84,,-88.72,-97.36,-92.72,-94.24,,,,,,,,,,
+25/11/2015,,0,-40.11,-90.42,-106.87,-94.85,,-88.72,-97.36,-92.72,-94.25,,,,,,,,,,
+26/11/2015,,0,-40.16,-90.42,-106.87,-94.85,,-88.72,-97.36,-92.72,-94.25,,,,,,,,,,
+27/11/2015,0,0,-40.3,-90.44,-106.87,-94.85,,-88.72,-97.36,-92.72,-94.25,,,,,,,,,,
+28/11/2015,0,0,-40.42,-90.46,-106.94,-94.89,,-88.75,-97.36,-92.75,-94.27,,,,,,,,,,
+29/11/2015,0,0,-40.62,-90.48,-107.01,-94.92,,-88.77,-97.36,-92.77,-94.31,,,,,,,,,,
+30/11/2015,0,0,-40.79,-90.48,-107.01,-94.94,,-88.78,-97.36,-92.78,-94.31,,,,,,,,,,
+01/12/2015,,0,-40.93,-90.49,-107.02,-94.94,,-88.79,-97.36,-92.78,-94.31,,,,,,,,,,
+02/12/2015,,,-41.06,-90.5,-107.05,-94.94,,-88.79,-97.36,-92.79,-94.33,,,,,,,,,,
+03/12/2015,,0,-41.18,-90.51,-107.06,-94.94,,-88.79,-97.36,-92.8,-94.33,,,,,,,,,,
+04/12/2015,0,0,-41.37,-90.52,-107.09,-94.94,,-88.8,-97.36,-92.8,-94.33,,,,,,,,,,
+05/12/2015,0,0,-41.49,-90.52,-107.1,-94.95,,-88.8,-97.36,-92.8,-94.34,,,,,,,,,,
+06/12/2015,,0,-41.58,-90.52,-107.12,-94.95,,-88.81,-97.36,-92.81,-94.35,,,,,,,,,,
+07/12/2015,,,-41.75,-90.53,-107.13,-94.95,,-88.81,-97.36,-92.81,-94.35,,,,,,,,,,
+08/12/2015,0,0,-41.89,-90.53,-107.13,-94.96,,-88.81,-97.36,-92.81,-94.36,,,,,,,,,,
+09/12/2015,,0,-42.05,-90.53,-107.15,-94.96,,-88.81,-97.36,-92.81,-94.36,,,,,,,,,,
+10/12/2015,0,0,-42.12,-90.53,-107.15,-94.96,,-88.81,-97.36,-92.81,-94.36,,,,,,,,,,
+11/12/2015,0,0,-42.15,-90.53,-107.15,-94.96,,-88.81,-97.36,-92.82,-94.36,,,,,,,,,,
+12/12/2015,0,0,-42.2,-90.54,-107.18,-94.97,,-88.81,-97.36,-92.82,-94.36,,,,,,,,,,
+13/12/2015,,0,-42.25,-90.54,-107.18,-94.97,,-88.81,-97.36,-92.82,-94.36,,,,,,,,,,
+14/12/2015,0,0,-42.35,-90.53,-107.18,-94.96,,-88.81,-97.36,-92.82,-94.36,,,,,,,,,,
+15/12/2015,0,0,-42.48,-90.53,-107.13,-94.97,,-88.79,-97.36,-92.79,-94.36,,,,,,,,,,
+16/12/2015,0,0,-42.7,-90.53,-107.1,-94.95,,-88.79,-97.36,-92.77,-94.35,,,,,,,,,,
+17/12/2015,0,0,-42.8,-90.53,-107.09,-94.95,,-88.78,-97.36,-92.77,-94.35,,,,,,,,,,
+18/12/2015,0,0,-42.87,-90.53,-107.09,-94.95,,-88.78,-97.36,-92.77,-94.35,,,,,,,,,,
+19/12/2015,,0,-43.01,-90.53,-107.1,-94.97,,-88.79,-97.36,-92.79,-94.35,,,,,,,,,,
+20/12/2015,,,-43.19,-90.54,-107.11,-94.98,,-88.81,-97.36,-92.8,-94.35,,,,,,,,,,
+21/12/2015,0,0,-43.19,-90.54,-107.11,-94.98,,-88.82,-97.36,-92.82,-94.34,,,,,,,,,,
+22/12/2015,,0,-43.19,-90.54,-107.11,-94.98,,-88.82,-97.36,-92.82,-94.34,,,,,,,,,,
+23/12/2015,,,-42.37,-90.54,-107.07,-94.97,,-88.82,-97.36,-92.82,-94.34,,,,,,,,,,
+24/12/2015,,0,-42.37,-90.53,-107.06,-94.96,,-88.81,-97.36,-92.82,-94.34,,,,,,,,,,
+25/12/2015,,,-42.37,-90.53,-107.06,-94.96,,-88.81,-97.36,-92.82,-94.34,,,,,,,,,,
+26/12/2015,0,0,-42.37,-90.52,-107.03,-94.95,,-88.79,-97.36,-92.79,-94.34,,,,,,,,,,
+27/12/2015,0,0,-42.37,-90.52,-107.06,-94.95,,-88.79,-97.36,-92.79,-94.34,,,,,,,,,,
+28/12/2015,0,0,-42.8,-90.52,-107.07,-94.95,,-88.79,-97.36,-92.79,-94.34,,,,,,,,,,
+29/12/2015,0,0,-42.96,-90.52,-107.07,-94.95,,-88.79,-97.36,-92.79,-94.34,,,,,,,,,,
+30/12/2015,0,0,-42.66,-90.52,-107.05,-94.95,,-88.78,-97.36,-92.77,-94.33,,,,,,,,,,
+31/12/2015,0,0,-43.21,-90.52,-107.07,-94.95,,-88.79,-97.36,-92.79,-94.34,,,,,,,,,,
+01/01/2016,,0,-31.68,-90.53,-107.12,-94.95,,-88.79,-97.36,-92.79,-94.3,,,,,,,,,,
+02/01/2016,,,-32.73,-90.52,-107.09,-94.93,,-88.77,-97.36,-92.77,-94.28,,,,,,,,,,
+03/01/2016,,,-33.78,-90.51,-107.06,-94.9,,-88.75,-97.36,-92.76,-94.27,,,,,,,,,,
+04/01/2016,8,,-33.78,-90.49,-106.91,-94.82,,-88.73,-97.36,-92.76,-94.24,,,,,,,,,,
+05/01/2016,,,-41.15,-90.49,-106.91,-94.82,,-88.73,-97.36,-92.73,-94.23,,,,,,,,,,
+06/01/2016,7,8,-41.15,-90.49,-106.91,-94.82,,-88.73,-97.36,-92.73,-94.23,,,,,,,,,6,
+07/01/2016,,,-42.39,-90.49,-106.94,-94.84,,-88.75,-97.36,-92.74,-94.24,,,,,,,,,,
+08/01/2016,,,-42.39,-90.51,-106.97,-94.86,,-88.76,-97.36,-92.74,-94.24,,,,,,,,,,
+09/01/2016,0,0,-42.39,-90.52,-107,-94.86,,-88.76,-97.36,-92.77,-94.26,,,,,,,,,,
+10/01/2016,,,-43.32,-90.55,-107.07,-94.87,,-88.76,-97.36,-92.78,-94.31,,,,,,,,,,
+11/01/2016,,,-43.51,-90.55,-107.07,-94.88,,-88.78,-97.36,-92.79,-94.32,,,,,,,,,,
+12/01/2016,0,,-43.51,-90.55,-107.14,-94.9,,-88.79,-97.36,-92.8,-94.32,,,,,,,,,,
+13/01/2016,1,,-43.51,-90.55,-107.14,-94.9,,-88.79,-97.36,-92.8,-94.32,,,,,,,,,,
+14/01/2016,,,-43.51,-90.55,-107.16,-94.9,,-88.79,-97.36,-92.8,-94.33,,,,,,,,,,
+15/01/2016,,,-43.51,-90.55,-107.18,-94.91,,-88.79,-97.36,-92.81,-94.33,,,,,,,,,,
+16/01/2016,0,0,-43.51,-90.55,-107.18,-94.91,,-88.79,-97.36,-92.81,-94.33,,,,,,,,,,
+17/01/2016,0,0,-43.77,-90.57,-107.25,-94.97,,-88.83,-97.36,-92.85,-94.39,,,,,,,,,,
+18/01/2016,0,0,-43.77,-90.58,-107.29,-94.97,,-88.85,-97.36,-92.88,-94.39,,,,,,,,,,
+19/01/2016,0,0,-43.81,-90.59,-107.29,-94.97,,-88.85,-97.36,-92.88,-94.39,,,,,,,,,,
+20/01/2016,,,-43.81,-90.59,-107.31,-94.98,,-88.86,-97.36,-92.89,-94.42,,,,,,,,,,
+21/01/2016,,,-43.86,-90.6,-107.32,-94.98,,-88.87,-97.36,-92.9,-94.42,,,,,,,,,,
+22/01/2016,0,0,-43.86,-90.62,-107.29,-94.98,,-88.87,-97.36,-92.9,-94.43,,,,,,,,,,
+23/01/2016,,,-43.86,-90.62,-107.3,-94.99,,-88.88,-97.36,-92.9,-94.43,,,,,,,,,,
+24/01/2016,0,0,-43.85,-90.62,-107.32,-94.99,,-88.88,-97.36,-92.9,-94.43,,,,,,,,,,
+25/01/2016,0,0,-43.85,-90.61,-107.3,-94.99,,-88.87,-97.36,-92.9,-94.43,,,,,,,,,,
+26/01/2016,,0,-43.85,-90.61,-107.29,-94.99,,-88.86,-97.36,-92.87,-94.43,,,,,,,,,,
+27/01/2016,,,-43.86,-90.61,-107.3,-94.99,,-88.87,-97.36,-92.89,-94.43,,,,,,,,,,
+28/01/2016,0,0,-43.89,-90.59,-107.27,-94.99,,-88.86,-97.36,-92.89,-94.43,,,,,,,,,,
+29/01/2016,0,0,-44.06,-90.59,-107.27,-94.99,,-88.86,-97.36,-92.87,-94.43,,,,,,,,,,
+30/01/2016,0,0,-44.11,-90.59,-107.29,-94.99,,-88.86,-97.36,-92.89,-94.44,,,,,,,,,,
+31/01/2016,,,-44.11,-90.62,-107.31,-94.99,,-88.87,-97.36,-92.89,-94.44,,,,,,,,,,
+01/02/2016,,0,-44.11,-90.64,-107.31,-94.99,,-88.87,-97.36,-92.9,-94.48,,,,,,,,,,
+02/02/2016,,1,-44.11,-90.64,-107.32,-94.99,,-88.87,-97.36,-92.9,-94.48,,,,,,,,,,
+03/02/2016,,1,-44.11,-90.64,-107.34,-94.99,,-88.87,-97.36,-92.91,-94.48,,,,,,,,,,
+04/02/2016,0,2,-44.11,-89.83,-107.34,-95.01,,-88.87,-97.36,-92.91,-94.48,,,,,,,,,,
+05/02/2016,0,0,-44.15,-89.83,-107.34,-95.01,,-88.87,-97.36,-92.91,-94.48,,,,,,,,,,
+06/02/2016,0,0,-44.22,-89.8,-107.32,-95.01,,-88.87,-97.36,-92.91,-94.48,,,,,,,,,,
+07/02/2016,,0,-44.23,-89.8,-107.3,-94.99,,-88.85,-97.36,-92.89,-94.49,,,,,,,,,,
+08/02/2016,,,-44.25,-89.83,-107.3,-94.98,,-88.84,-97.36,-92.88,-94.48,,,,,,,,,,
+09/02/2016,,6,-44.28,-90,-107.3,-94.97,,-88.84,-97.36,-92.87,-94.48,,,,,,,,,,
+10/02/2016,,,-44.3,-90.56,-107.33,-94.98,,-88.84,-97.36,-92.88,-94.49,,,,,,,,,,
+11/02/2016,,,-44.32,-90.56,-107.36,-94.97,,-88.83,-97.36,-92.87,-94.49,,,,,,,,,,
+12/02/2016,,,-44.33,-90.56,-107.36,-94.95,,-88.82,-97.36,-92.86,-94.49,,,,,,,,,,
+13/02/2016,,,-44.38,-90.55,-107.37,-94.97,,-88.83,-97.36,-92.86,-94.49,,,,,,,,,,
+14/02/2016,,,-44.42,-90.54,-107.39,-94.98,,-88.84,-97.36,-92.88,-94.5,,,,,,,,,,
+15/02/2016,,15,-44.42,-90.54,-107.41,-95.01,,-88.84,-97.36,-92.88,-94.53,,,,,,,,,,
+16/02/2016,0,0,-44.42,-90.54,-107.45,-95.01,,-88.85,-97.36,-92.9,-94.55,,,,,,,,,,
+17/02/2016,1,0,-44.41,-90.54,-107.49,-95.01,,-88.86,-97.36,-92.9,-94.56,,,,,,,,,,
+18/02/2016,0,0,-44.37,-90.54,-107.5,-95.03,,-88.86,-97.36,-92.92,-94.56,,,,,,,,,,
+19/02/2016,0,,-44.37,-90.54,-107.51,-95.04,,-88.87,-97.36,-92.94,-94.57,,,,,,,,,,
+20/02/2016,,,-44.32,-90.55,-107.52,-95.06,,-88.88,-97.36,-92.95,-94.6,,,,,,,,,,
+21/02/2016,0,0,-44.32,-90.55,-107.51,-95.06,,-88.88,-97.36,-92.95,-94.6,,,,,,,,,,
+22/02/2016,0,0,-44.32,-90.53,-107.55,-95.06,,-88.88,-97.36,-92.95,-94.6,,,,,,,,,,
+23/02/2016,0,0,-44.28,-90.53,-107.51,-95.02,,-88.87,-97.36,-92.95,-94.59,,,,,,,,,,
+24/02/2016,,0,-44.24,-90.53,-107.51,-95.02,,-88.87,-97.36,-92.94,-94.59,,,,,,,,,,
+25/02/2016,,,-44.21,-89.82,-107.51,-95.02,,-88.86,-97.36,-92.93,-94.59,,,,,,,,,,
+26/02/2016,,,-44.21,-89.82,-107.52,-95.02,,-88.86,-97.36,-92.93,-94.59,,,,,,,,,,10
+27/02/2016,,,-44.2,-89.79,-107.51,-95.03,,-88.86,-97.36,-92.93,-94.59,,,,,,,,,,
+28/02/2016,,13,-44.2,-89.82,-107.52,-95.03,,-88.86,-97.36,-92.93,-94.59,,,,,,,,,10,
+29/02/2016,,,-44.18,-90.49,-107.56,-95.03,,-88.86,-97.36,-92.92,-94.59,,,,,,,,,,
+01/03/2016,,,-44.17,-90.49,-107.56,-95.03,,-88.85,-97.36,-92.92,-94.59,,,,,,,,,,
+02/03/2016,1,,-44.12,-89.67,-107.58,-95.04,,-88.86,-97.36,-92.94,-94.6,,,,,,,,,,
+03/03/2016,,19,-43.92,-89.68,-107.58,-95.06,,-88.87,-97.36,-92.96,-94.6,,,,,,,,,,
+04/03/2016,0,0,-43.9,-89.68,-107.58,-95.07,,-88.87,-97.36,-92.97,-94.59,,,,,,,,,,
+05/03/2016,,,-43.81,-89.68,-107.58,-95.07,,-88.87,-97.36,-92.97,-94.59,,,,,,,,,,
+06/03/2016,,,-43.71,-90.28,-107.58,-95.07,,-88.87,-97.36,-92.97,-94.59,,,,,,,,,,
+07/03/2016,,,-43.67,-90.5,-107.57,-95.04,,-88.87,-97.36,-92.98,-94.57,,,,,,,,,,
+08/03/2016,,,-43.63,-90.51,-107.65,-95.04,,-88.89,-97.36,-92.98,-94.52,,,,,,,,,,
+09/03/2016,,,-43.52,-90.5,-107.62,-95.02,,-88.89,-97.36,-92.98,-94.51,,,,,,,,,,
+10/03/2016,,,-43.23,-90.5,-107.6,-95.01,,-88.88,-97.36,-92.66,-94.51,,,,,,,,,,
+11/03/2016,0,0,-43.11,-90.51,-107.62,-95.02,,-88.89,-97.36,-92.98,-94.51,,,,,,,,,,
+12/03/2016,0,0,-42.97,-90.56,-107.65,-95.04,,-88.9,-97.36,-92.98,-94.51,,,,,,,,,,
+13/03/2016,0,0,-42.87,-90.56,-107.74,-95.05,,-88.91,-97.35,-93.03,-94.51,,,,,,,,,,
+14/03/2016,,,-42.86,-90.57,-107.77,-95.07,,-88.92,-97.35,-93.05,-94.51,,,,,,,,,,
+15/03/2016,2,5,-42.65,-90.56,-107.77,-95.07,,-88.92,-97.35,-93.06,-94.51,,,,,,,,,,
+16/03/2016,,,-42.57,-90.58,-107.77,-95.07,,-88.92,-97.35,-93.05,-94.5,,,,,,,,,,
+17/03/2016,,0,-42.44,-90.58,-107.78,-95.07,,-88.92,-97.35,-93.06,-94.5,,,,,,,,,,
+18/03/2016,,,-42.24,-90.58,-107.73,-95.07,,-88.93,-97.35,-93.06,-94.49,,,,,,,,,,
+19/03/2016,,0,-42.17,-89.83,-107.72,-95.06,,-88.92,-97.35,-93.06,-94.49,,,,,,,,,,
+20/03/2016,0,0,-42.09,-90.58,-107.73,-95.04,,-88.9,-97.35,-93.08,-94.47,,,,,,,,,,
+21/03/2016,0,0,-41.95,-90.52,-107.74,-95.03,,-88.9,-97.35,-93.08,-94.46,,,,,,,,,,
+22/03/2016,0,0,-41.78,-89.83,-107.73,-95.03,,-88.9,-97.35,-93.14,-94.46,,,,,,,,,,
+23/03/2016,0,,-41.73,-90.52,-107.74,-95.03,,-88.9,-97.35,-93.14,-94.46,,,,,,,,,,
+24/03/2016,,,-41.73,-90.61,-107.78,-95.06,,-88.92,-97.35,-93.13,-94.46,,,,,,,,,,
+25/03/2016,0,0,-41.73,-90.61,-107.81,-95.08,,-88.93,-97.35,-93.08,-94.47,,,,,,,,,,
+26/03/2016,,4,-41.78,-90.61,-107.91,-95.1,,-88.96,-97.35,-93.1,-94.49,,,,,,,,,,
+27/03/2016,0,,-41.79,-90.61,-107.96,-95.12,,-88.96,-97.35,-93.08,-94.49,,,,,,,,,,
+28/03/2016,,,-41.8,-90.58,-107.96,-95.11,,-88.96,-97.35,-93.08,-94.49,,,,,,,,,,
+29/03/2016,0,,-41.79,-90.57,-107.97,-95.11,,-88.96,-97.35,-93.08,-94.5,,,,,,,,,,
+30/03/2016,,0,-41.78,-90.56,-107.97,-95.11,-108.45,-88.96,-97.35,-93.08,-94.5,,,,,,,,,,
+31/03/2016,0,0,-41.72,-90.55,-107.97,-95.11,-108.44,-88.95,-97.35,-93.08,-94.5,,,,,,,,,,
+01/04/2016,0,0,-41.7,-90.55,-107.98,-95.11,-108.44,-88.95,-97.35,-93.11,-94.5,,,,,,,,,,
+02/04/2016,0,0,-41.62,-90.56,-107.98,-95.12,-108.44,-88.96,-97.35,-93.11,-94.5,,,,,,,,,,
+03/04/2016,0,0,-41.61,-90.59,-108.08,-95.12,-108.44,-88.97,-97.35,-93.11,-94.51,,,,,,,,,,
+04/04/2016,0,0,-41.6,-90.61,-108.08,-95.12,-108.44,-88.97,-97.35,-93.12,-94.51,,,,,,,,,,
+05/04/2016,0,0,-41.57,-90.61,-108.08,-95.12,-108.43,-88.97,-97.35,-93.11,-94.51,,,,,,,,,,
+06/04/2016,0,0,-41.5,-90.6,-108.08,-95.1,-108.43,-88.97,-97.35,-93.1,-94.51,,,,,,,,,,
+07/04/2016,,,-41.49,-90.59,-108.12,-95.1,-108.43,-88.97,-97.35,-93.09,-94.5,,,,,,,,,,
+08/04/2016,,,-41.46,-90.6,-108.13,-95.1,-108.43,-88.97,-97.35,-93.09,-94.5,,,,,,,,,,
+09/04/2016,0,0,-41.46,-90.6,-108.13,-95.14,-108.43,-88.98,-97.35,-93.09,-94.5,,,,,,,,,,
+10/04/2016,0,0,-41.46,-90.63,-108.2,-95.16,-108.45,-89,-97.35,-93.12,-94.53,,,,,,,,,,
+11/04/2016,0,0,-41.5,-90.63,-108.2,-95.16,-108.45,-89,-97.35,-93.14,-94.53,,,,,,,,,,
+12/04/2016,0,0,-42,-90.63,-108.2,-95.16,-108.45,-89,-97.35,-93.14,-94.53,,,,,,,,,,16
+13/04/2016,0,0,-42,-90.61,-108.22,-95.17,-108.45,-89,-97.35,-93.22,-94.51,,,,,,,,,17,
+14/04/2016,0,0,-42,-90.61,-108.29,-95.17,-108.45,-89,-97.35,-93.22,-94.51,,,,,,,,,,
+15/04/2016,0,0,-42,-90.61,-108.34,-95.15,-108.44,-88.99,-97.35,-93.22,-94.51,,,,,,,,,,
+16/04/2016,0,0,-42,-90.62,-108.38,-95.15,-108.44,-89,-97.35,-93.22,-94.52,,,,,,,,,,
+17/04/2016,0,0,-42,-90.62,-108.43,-95.17,-108.44,-89,-97.35,-93.25,-94.52,,,,,,,,,,
+18/04/2016,0,0,-42,-90.63,-108.45,-95.17,-108.44,-89.01,-97.35,-93.28,-94.52,,,,,,,,,,
+19/04/2016,0,0,-42,-90.65,-108.48,-95.17,-108.44,-89.01,-97.35,-93.28,-94.52,,,,,,,,,,
+20/04/2016,0,0,-42.01,-90.67,-108.61,-95.19,-108.45,-89.03,-97.35,-93.29,-94.55,,,,,,,,,,
+21/04/2016,0,0,-42.01,-90.67,-108.62,-95.19,-108.45,-89.03,-97.35,-93.29,-94.55,,,,,,,,,,
+22/04/2016,0,0,-42.03,-90.68,-108.62,-95.19,-108.45,-89.04,-97.35,-93.29,-94.55,,,,,,,,,,
+23/04/2016,,,-42.04,-90.68,-108.62,-95.19,-108.45,-89.06,-97.35,-93.29,-94.55,,,,,,,,,,
+24/04/2016,12,,-42.07,-90.71,-108.62,-95.19,-108.45,-89.06,-97.35,-93.29,-94.55,,,,,,,,,,
+25/04/2016,,,-42.14,-90.71,-108.63,-95.19,-108.45,-89.08,-97.35,-93.29,-94.55,,,,,,,,,,
+26/04/2016,,,-42.16,-90.73,-108.7,-95.22,-108.47,-89.08,-97.35,-93.32,-94.57,,,,,,,,,,
+27/04/2016,,,-42.27,-90.73,-108.71,-95.22,-108.47,-89.09,-97.35,-93.33,-94.58,,,,,,,,,,
+28/04/2016,,1,-42.3,-90.73,-108.73,-95.22,-108.47,-89.09,-97.35,-93.33,-94.58,,,,,,,,,,
+29/04/2016,0,0,-42.38,-90.71,-108.74,-95.22,-108.47,-89.09,-97.35,-93.33,-94.58,,,,,,,,,,
+30/04/2016,,,-42.38,-90.72,-108.78,-95.22,-108.47,-89.09,-97.35,-93.33,-94.58,,,,,,,,,,
+01/05/2016,,,-42.38,-90.71,-108.83,-95.22,-108.47,-89.09,-97.35,-93.33,-94.58,,,,,,,,,,
+02/05/2016,2,,-42.38,-90.7,-108.85,-95.22,-108.47,-89.1,-97.35,-93.33,-94.58,,,,,,,,,,
+03/05/2016,0,0,-42.46,-90.7,-108.88,-95.22,-108.47,-89.1,-97.35,-93.33,-94.58,,,,,,,,,,
+04/05/2016,0,0,-42.79,-90.64,-108.94,-95.22,-108.47,-89.1,-97.35,-93.35,-94.59,,,,,,,,,,
+05/05/2016,,,-42.8,-90.46,-108.94,-95.23,-108.47,-89.1,-97.35,-93.35,-94.58,,,,,,,,,,
+06/05/2016,0,0,-42.8,-90.46,-108.95,-95.23,-108.47,-89.11,-97.35,-93.35,-94.59,,,,,,,,,,
+07/05/2016,0,0,-42.84,-90.46,-108.96,-95.23,-108.47,-89.11,-97.35,-93.35,-94.59,,,,,,,,,,
+08/05/2016,0,0,-42.87,-90.46,-109.01,-95.23,-108.47,-89.12,-97.35,-93.34,-94.59,,,,,,,,,,
+09/05/2016,0,0,-42.91,-90.46,-109.01,-95.23,-108.47,-89.12,-97.35,-93.34,-94.59,,,,,,,,,,
+10/05/2016,0,0,-42.92,-90.48,-109.07,-95.24,-108.47,-89.13,-97.35,-93.32,-94.61,,,,,,,,,,20
+11/05/2016,,,-42.92,-90.55,-109.08,-95.29,-108.5,-89.16,-97.35,-93.32,-94.74,,,,,,,,,,
+12/05/2016,,,-42.92,-90.55,-109.11,-95.3,-108.5,-89.17,-97.35,-93.32,-94.74,,,,,,,,,,
+13/05/2016,,0,-42.91,-90.69,-109.12,-95.31,-108.5,-89.18,-97.35,-93.34,-94.74,,,,,,,,,,
+14/05/2016,,33,-42.92,-90.91,-109.16,-95.32,-108.51,-89.18,-97.35,-93.35,-94.75,,,,,,,,,,
+15/05/2016,14,10,-42.87,-90.91,-109.24,-95.34,-108.53,-89.2,-97.35,-93.35,-94.76,,,,,,,,,,
+16/05/2016,,,-42.86,-90.87,-109.35,-95.37,-108.53,-89.2,-97.35,-93.35,-94.77,,,,,,,,,,
+17/05/2016,7,9,-42.85,-90.91,-109.44,-95.37,-108.53,-89.2,-97.35,-93.35,-94.78,,,,,,,,,,
+18/05/2016,,0,-42.78,-90.94,-109.64,-95.37,-108.53,-89.2,-97.35,-93.34,-94.78,,,,,,,,,,
+19/05/2016,4,,-42.78,-90.94,-109.78,-95.37,-108.53,-89.21,-97.35,-93.34,-94.78,,,,,,,,,,
+20/05/2016,,0,-42.78,-90.95,-109.81,-95.38,-108.53,-89.21,-97.35,-93.34,-94.79,,,,,,,,,,
+21/05/2016,0,0,-42.82,-90.95,-109.82,-95.38,-108.53,-89.22,-97.35,-93.34,-94.8,,,,,,,,,,
+22/05/2016,0,0,-42.82,-90.94,-109.83,-95.38,-108.54,-89.22,-97.35,-93.34,-94.8,,,,,,,,,,
+23/05/2016,0,0,-42.83,-90.91,-109.84,-95.38,-108.54,-89.22,-97.35,-93.33,-94.8,,,,,,,,,,
+24/05/2016,0,0,-42.86,-90.91,-109.95,-95.38,-108.54,-89.22,-97.35,-93.33,-94.81,,,,,,,,,,
+25/05/2016,0,0,-42.86,-90.91,-109.96,-95.39,-108.54,-89.24,-97.35,-93.34,-94.81,,,,,,,,,,
+26/05/2016,0,0,-42.87,-90.9,-110.06,-95.39,-108.54,-89.24,-97.35,-93.34,-94.83,,,,,,,,,,
+27/05/2016,0,0,-42.91,-90.9,-110.12,-95.44,-108.54,-89.24,-97.35,-93.35,-94.83,,,,,,,,,,22
+28/05/2016,0,0,-42.94,-90.9,-110.12,-95.44,-108.54,-89.24,-97.35,-93.4,-94.83,,,,,,,,,,
+29/05/2016,,0,-42.95,-90.9,-110.28,-95.45,-108.54,-89.24,-97.35,-93.43,-94.84,,,,,,,,,,
+30/05/2016,0,0,-43.02,-90.9,-110.36,-95.45,-108.55,-89.26,-97.35,-93.47,-94.84,,,,,,,,,,
+31/05/2016,0,0,-43.04,-90.9,-110.39,-95.45,-108.55,-89.26,-97.35,-93.56,-94.85,,,,,,,,,,
+01/06/2016,,,-51.54,-90.93,-110.44,,-108.55,-89.27,-97.35,-93.59,-94.86,,,,,,,,,,
+02/06/2016,,,-51.54,-90.94,-110.45,,-108.55,-89.27,-97.35,-93.59,-94.87,,,,,,,,,,
+03/06/2016,,19,-51.56,-90.94,-110.47,,-108.55,-89.28,-97.35,-93.59,-94.88,,,,,,,,,,
+04/06/2016,0,0,-51.56,-90.94,-110.55,,-108.56,-89.29,-97.35,-93.59,-94.89,,,,,,,,,,18
+05/06/2016,,0,-51.56,-90.96,-110.75,,-108.56,-89.29,-97.35,-93.6,-94.9,,,,,,,,,,
+06/06/2016,0,0,-51.59,-91.11,-111.01,,-108.56,-89.3,-97.35,-93.6,-94.91,,,,,,,,,,
+07/06/2016,,,-51.61,-91.11,-111.05,,-108.56,-89.3,-97.35,-93.6,-94.91,,,,,,,,,,
+08/06/2016,,,-51.61,-91.11,-111.05,,-108.56,-89.3,-97.35,-93.6,-94.91,,,,,,,,,,
+09/06/2016,,,-51.61,-91.11,-111.08,,-108.56,-89.3,-97.35,-93.6,-94.91,,,,,,,,,,
+10/06/2016,,,-51.62,-91.11,-111.08,,-108.56,-89.3,-97.34,-93.6,-94.91,,,,,,,,,,
+11/06/2016,,0,-51.62,-91.11,-111.08,,-108.56,-89.31,-97.34,-93.58,-94.92,,,,,,,,,,
+12/06/2016,,10,-51.62,-91.1,-111.05,,-108.56,-89.31,-97.34,-93.56,-94.93,,,,,,,,,,
+13/06/2016,,0,-51.83,-91.1,-111.03,,-108.56,,-97.34,-93.53,-94.93,,,,,,,,,,
+14/06/2016,,0,-51.83,-91.1,-110.96,,-108.56,,-97.34,-93.43,-94.93,,,,,,,,,,
+15/06/2016,0,0,-51.83,-91.1,-110.94,,-108.56,,-97.34,-93.43,-94.93,,,,,,,,,,
+16/06/2016,,0,-51.84,-91.1,-110.94,,-108.56,,-97.34,-93.43,-94.91,,,,,,,,,,
+17/06/2016,0,0,-51.87,-91.11,-111.01,,-108.57,,-97.35,-93.48,-94.91,,,,,,,,,,
+18/06/2016,0,0,-51.87,-91.13,-111.01,,-108.57,,-97.35,-93.48,-94.91,,,,,,,,,,
+19/06/2016,0,0,-51.89,-91.19,-111.11,,-108.58,,-97.35,-93.53,-94.91,,,,,,,,,,
+20/06/2016,,,-51.89,-91.19,-111.19,,-108.58,,-97.35,-93.54,-94.94,,,,,,,,,,
+21/06/2016,0,0,-51.9,-91.19,-111.26,,-108.58,,-97.35,-93.6,-94.95,,,,,,,,,,
+22/06/2016,0,0,-51.92,-91.18,-111.37,,-108.61,,-97.35,-93.6,-95.07,,,,,,,,,,
+23/06/2016,,,-51.92,-91.18,-111.47,,-108.61,,-97.35,-93.62,-95.07,,,,,,,,,,
+24/06/2016,0,0,-51.93,-91.18,-111.51,,-108.62,,-97.35,-93.62,-95.07,,,,,,,,,,
+25/06/2016,0,0,-51.94,-91.18,-111.61,,-108.61,,-97.34,-93.62,-95.07,,,,,,,,,,
+26/06/2016,0,0,-51.95,-91.2,-111.64,,-108.61,,-97.34,-93.62,-95.07,,,,,,,,,,
+27/06/2016,0,0,-52.38,-91.27,-111.72,,-108.61,,-97.34,-93.62,-94.97,,,,,,,,,,
+28/06/2016,0,0,-52.4,-91.27,-111.75,,-108.62,,-97.34,-93.63,-94.97,,,,,,,,,,
+29/06/2016,0,0,-52.48,-91.27,-111.83,,-108.62,,-97.34,-93.79,-94.97,,,,,,,,,,
+30/06/2016,0,0,-52.53,-91.27,-111.88,,-108.62,,-97.34,-93.97,-94.99,,,,,,,,,,
+01/07/2016,0,0,-52.55,-91.24,-111.94,,-108.62,,-97.34,-93.97,-95.16,,,,,,,,,,
+02/07/2016,0,0,-53.63,-91.24,-112.02,,-108.63,-89.54,-97.34,-93.97,-95.26,,,,,,,,,,
+03/07/2016,0,0,-53.63,-91.24,-112.09,,-108.63,-89.54,-97.34,-93.97,-95.27,,,,,,,,,,
+04/07/2016,0,0,-53.66,-91.26,-112.21,,-108.64,-89.54,-97.34,-93.97,-95.29,,,,,,,,,,
+05/07/2016,0,0,-53.66,-91.26,-112.31,,-108.65,-89.55,-97.34,-93.89,-95.31,,,,,,,,,,
+06/07/2016,0,0,-53.66,-91.29,-112.38,,-108.66,-89.57,-97.34,-93.85,-95.32,,,,,,,,,,
+07/07/2016,0,0,-53.74,-91.28,-112.45,,-108.67,-89.59,-97.34,-93.85,-95.36,,,,,,,,,,
+08/07/2016,0,0,-53.75,-91.29,-112.48,,-108.67,-89.59,-97.34,-93.85,-95.38,,,,,,,,,,
+09/07/2016,0,0,-53.76,-91.29,-112.52,,-108.67,-89.59,-97.34,-93.92,-95.39,,,,,,,,,,
+10/07/2016,0,0,-53.81,-91.29,-112.58,,-108.67,-89.6,-97.34,-93.94,-95.4,,,,,,,,,,26
+11/07/2016,0,0,-53.84,-91.28,-112.63,,-108.67,-89.6,-97.34,-93.95,-95.4,,,,,,,,,,
+12/07/2016,0,0,-53.98,-91.29,-112.63,,-108.67,-89.6,-97.34,-93.96,-95.41,,,,,,,,,,
+13/07/2016,0,,-54.15,-91.31,-112.66,,-108.66,-89.61,-97.34,-93.97,-95.42,,,,,,,,,,
+14/07/2016,0,0,-54.15,-91.38,-112.66,,-108.66,-89.61,-97.35,-93.98,-95.43,,,,,,,,,,
+15/07/2016,,0,-54.15,-91.38,-112.73,,-108.66,-89.61,-97.35,-93.98,-95.44,,,,,,,,,,
+16/07/2016,0,0,-54.15,-91.38,-112.81,,-108.67,-89.63,-97.35,-93.99,-95.47,,,,,,,,,,
+17/07/2016,0,0,-54.18,-91.31,-112.89,,-108.67,-89.64,-97.35,-93.99,-95.47,,,,,,,,,,
+18/07/2016,0,0,-54.23,-91.17,-112.93,,-108.67,-89.64,-97.35,-93.98,-95.47,,,,,,,,,,
+19/07/2016,0,0,-54.26,-91.17,-112.94,,-108.68,-89.69,-97.35,-93.99,-95.46,,,,,,,,,,
+20/07/2016,0,0,-54.29,-91.17,-112.94,,-108.68,-89.7,-97.35,-94.02,-95.46,,,,,,,,,,
+21/07/2016,0,0,-54.34,-91.18,-113,,-108.68,-89.71,-97.35,-94.03,-95.46,,,,,,,,,,
+22/07/2016,0,0,-54.44,-91.25,-113,,-108.69,-89.71,-97.35,-94.03,-95.49,,,,,,,,,,
+23/07/2016,0,0,-54.44,-91.26,-113.04,,-108.7,-89.72,-97.35,-94.04,-95.49,,,,,,,,,,
+24/07/2016,,,-54.45,-91.27,-113.07,,-108.7,-89.72,-97.35,-94.04,-95.51,,,,,,,,,,
+25/07/2016,,,-54.45,-91.27,-113.09,,-108.73,-89.73,-97.35,-94.04,-95.57,,,,,,,,,,
+26/07/2016,,0,-54.46,-91.37,-113.1,,-108.73,-89.73,-97.35,-94.05,-95.57,,,,,,,,,,
+27/07/2016,,0,-54.5,-91.37,-113.1,,-108.73,-89.74,-97.35,-94.44,-95.59,,,,,,,,,,
+28/07/2016,0,0,-54.58,-91.28,-113.14,,-108.74,-89.74,-97.35,-94.47,-95.61,,,,,,,,,,
+29/07/2016,0,0,-54.59,-91.32,-113.16,,-108.74,-89.74,-97.35,-94.47,-95.61,,,,,,,,,,
+30/07/2016,0,0,-54.65,-91.32,-113.17,,-108.74,-89.75,-97.35,-94.47,-95.62,,,,,,,,,,
+31/07/2016,0,0,-54.67,-91.32,-113.2,,-108.74,-89.75,-97.35,-94.45,-95.64,,,,,,,,,,
+01/08/2016,0,0,-54.77,-91.39,-113.21,,-108.74,-89.75,-97.34,-94.45,-95.64,,,,,,,,,,
+02/08/2016,0,0,-54.78,-91.44,-113.23,,-108.75,-89.76,-97.34,-94.45,-95.7,,,,,,,,,,
+03/08/2016,0,0,-54.78,-91.55,-113.26,,-108.75,-89.77,-97.34,-94.44,-95.75,,,,,,,,,,
+04/08/2016,0,0,-54.79,-91.55,-113.27,,-108.76,-89.81,-97.34,-94.12,-95.76,,,,,,,,,,
+05/08/2016,0,0,-54.79,-91.55,-113.31,,-108.77,-89.81,-97.35,-94.12,-95.77,,,,,,,,,,
+06/08/2016,,0,-54.79,-91.56,-113.33,,-108.77,-89.82,-97.35,-94.12,-95.77,,,,,,,,,,
+07/08/2016,0,0,-54.93,-91.56,-113.33,,-108.79,-89.84,-97.34,-94.13,-95.85,,,,,,,,,,
+08/08/2016,0,0,-54.94,-91.57,-113.34,,-108.79,-89.85,-97.34,-94.14,-95.86,,,,,,,,,,
+09/08/2016,0,0,-54.94,-91.57,-113.34,,-108.79,-89.85,-97.34,-94.14,-95.87,,,,,,,,,,24
+10/08/2016,0,0,-54.94,-91.56,-113.34,,-108.79,-89.85,-97.34,-94.14,-95.88,,,,,,,,,,
+11/08/2016,0,0,-54.97,-91.57,-113.37,,-108.79,-89.87,-97.34,-94.16,-95.94,,,,,,,,,,
+12/08/2016,0,0,-54.98,-91.57,-113.38,,-108.79,-89.87,-97.42,-94.23,,,,,,,,,,,
+13/08/2016,0,0,-55.23,-91.59,-113.39,,-108.79,-89.87,-97.42,-94.24,,,,,,,,,,,
+14/08/2016,0,0,-55.24,-91.59,-113.39,,-108.79,-89.88,-97.42,-94.24,,,,,,,,,,,
+15/08/2016,0,0,-55.32,-91.68,-113.41,,-108.79,-89.88,-97.42,-94.25,,,,,,,,,,22,
+16/08/2016,0,0,-55.47,-91.77,-113.45,,-108.8,-89.88,-97.42,-94.26,,,,,,,,,,,
+17/08/2016,0,0,-55.49,-91.8,-113.46,,-108.8,-89.88,-97.42,-94.27,,,,,,,,,,,
+18/08/2016,,1,-55.49,-91.8,-113.49,,-108.8,-89.89,-97.42,-94.26,,,,,,,,,,,
+19/08/2016,0,0,-55.5,-91.81,-113.49,,-108.8,-89.89,-97.42,-94.26,,,,,,,,,,,
+20/08/2016,0,0,-55.53,-91.81,-113.49,,-108.8,-89.9,-97.42,-94.26,,,,,,,,,,,
+21/08/2016,0,0,-55.53,-91.85,-113.49,,-108.81,-89.9,-97.42,-94.26,,,,,,,,,,,
+22/08/2016,0,0,-55.54,-91.85,-113.51,,-108.81,-89.91,-97.42,-94.26,,,,,,,,,,,
+23/08/2016,0,0,-55.54,-91.85,-113.54,,-108.81,-89.91,-97.42,-94.27,,,,,,,,,,,
+24/08/2016,0,0,-55.57,-91.85,-113.55,,-108.81,-89.96,-97.42,-94.36,,,,,,,,,,,
+25/08/2016,0,0,-55.58,-91.85,-113.58,,-108.81,-89.96,-97.42,-94.36,,,,,,,,,,,
+26/08/2016,0,0,-55.59,-91.9,-113.58,,-108.82,-89.97,-97.42,-94.39,,,,,,,,,,,
+27/08/2016,0,0,-55.6,-91.91,-113.58,,-108.82,-89.97,-97.42,-94.41,,,,,,,,,,,
+28/08/2016,0,0,-55.61,-91.91,-113.59,,-108.82,-89.98,-97.42,-94.41,,,,,,,,,,,
+29/08/2016,0,0,-55.61,-91.9,-113.59,,-108.82,-89.98,-97.42,-94.41,,,,,,,,,,,
+30/08/2016,0,,-55.64,-91.88,-113.61,,-108.82,-89.98,-97.42,-94.43,,,,,,,,,,,
+31/08/2016,6,,-55.64,-91.87,-113.62,,-108.82,-89.98,-97.42,-94.43,,,,,,,,,,,
+01/09/2016,,,-55.68,-91.6,-113.67,,-108.83,-89.99,-97.42,-94.43,,,,,,,,,,,
+02/09/2016,0,0,-55.88,-91.57,-113.67,,-108.83,-90,-97.42,-94.43,,,,,,,,,,,
+03/09/2016,0,0,-55.88,-91.57,-113.67,,-108.83,-90,-97.42,-94.43,,,,,,,,,,,
+04/09/2016,0,0,-55.88,-91.57,-113.67,,-108.83,-90,-97.42,-94.43,,,,,,,,,,,
+05/09/2016,,,-55.88,-91.6,-113.68,,-108.83,-90,-97.42,-94.42,,,,,,,,,,,
+06/09/2016,0,0,-55.88,-91.78,-113.69,,-108.88,-90.12,,-94.42,,,,,,,,,,,
+07/09/2016,,1,-55.88,-92.02,-113.69,,-108.89,-90.12,,-94.42,,,,,,,,,,,
+08/09/2016,0,0,-55.89,-92.05,-113.73,,-108.89,-90.13,,-94.45,,,,,,,,,,,
+09/09/2016,0,,-55.89,-92.05,-113.73,,-108.89,-90.13,,-94.48,,,,,,,,,,,
+10/09/2016,,,-55.92,-92.05,-113.74,,-108.89,-90.13,,-94.5,,,,,,,,,,,
+11/09/2016,,,-56.12,-92,-113.77,,-108.9,-90.06,,-94.5,,,,,,,,,,,
+12/09/2016,,,-56.13,-91.98,-113.77,,-108.9,-90.06,,-94.5,,,,,,,,,,,
+13/09/2016,,,-56.14,-91.94,-113.77,,-108.9,-90.06,,-94.49,,,,,,,,,,,
+14/09/2016,0,9,-56.15,-91.92,-113.76,,-108.9,-90.06,,-94.49,,,,,,,,,,,
+15/09/2016,,,-56.19,-91.92,-113.76,,-108.9,-90.06,,-94.49,,,,,,,,,,,
+16/09/2016,11,,-56.28,-91.92,-113.74,,-108.91,-90.06,,-94.49,,,,,,,,,,,
+17/09/2016,2,,,-91.95,-113.74,,-108.91,-90.09,,-94.49,,,,,,,,,,18,
+18/09/2016,,18,,-92.01,-113.73,,-108.91,-90.1,,-94.33,,,,,,,,,,,
+19/09/2016,,5,,-92.01,-113.72,,-108.91,-90.11,,-94.3,,,,,,,,,,,
+20/09/2016,0,0,,-92.01,-113.72,,-108.91,-90.11,,-94.09,,,,,,,,,,,
+21/09/2016,,,,-91.97,-113.69,,-108.91,-90.12,,-94.09,,,,,,,,,,,
+22/09/2016,,,,-91.96,-113.72,,-108.92,-90.12,,-94.3,,,,,,,,,,,
+23/09/2016,,,,-91.87,-113.72,,-108.96,-90.13,,-94.3,,,,,,,,,,,
+24/09/2016,0,0,,-91.87,-113.74,,-108.96,-90.14,,-94.51,,,,,,,,,,,
+25/09/2016,0,0,,-91.87,-113.72,,-108.96,-90.14,,-94.51,,,,,,,,,,,
+26/09/2016,0,0,,-91.87,-113.72,,-108.97,-90.14,,-94.51,,,,,,,,,,,
+27/09/2016,0,0,,-91.87,-113.76,,-108.97,-90.15,,-94.57,,,,,,,,,,,
+28/09/2016,,0,,-91.87,-113.79,,-108.98,-90.18,,-94.49,,,,,,,,,,,
+29/09/2016,,0,,-92.14,-113.79,,-108.98,-90.18,,-94.48,,,,,,,,,,,
+30/09/2016,,0,,-92.14,-113.79,,-108.98,-90.18,,-94.48,,,,,,,,,,,
+01/10/2016,,,,-92.14,-113.79,,-108.98,-90.19,,-94.49,,,,,,,,,,,
+02/10/2016,,34,,-92.07,-113.83,,-108.98,-90.19,,-94.48,,,,,,,,,,,
+03/10/2016,,1,,-91.93,-113.83,,-108.99,-90.2,,-94.48,,,,,,,,,,,
+04/10/2016,,,,-91.92,-113.75,,-108.99,-90.2,,-94.48,,,,,,,,,,,
+05/10/2016,0,,,-91.92,-113.77,,-108.99,-90.2,,-94.5,,,,,,,,,,,
+06/10/2016,,20,,-91.92,-113.78,,-108.99,-90.2,,-94.55,,,,,,,,,,,
+07/10/2016,,,,-92.14,-113.77,,-109,-90.22,,-94.55,,585.65,1576.3,2232.76,1595.34,1882.69,1340.57,1752.55,1790.46,,
+08/10/2016,,,,-92.19,-113.77,,-109.02,-90.24,,-94.55,,1344.82,3629.2,5127.95,3670.24,4937.11,3090.31,2811.71,4117.54,,
+09/10/2016,,0,,-92.19,-113.78,,-109.02,-90.24,,-94.55,,1402.74,3793.25,5335.06,3829.5,4937.72,3217.61,1029.92,4118.11,,
+10/10/2016,,,,-92.19,-113.78,,-109.02,-90.24,,-94.37,,1403.57,3789.5,5329.01,3830.87,5151.17,3218.08,4203.18,4301.35,,
+11/10/2016,,,,-92.19,-113.72,,-109.02,-90.24,,-94.37,,1285.27,3472.88,4883.08,3509.89,4720.75,2955.49,2459.7,3941.5,,
+12/10/2016,0,0,,-92.19,-113.68,,-109.02,-90.24,,-94.37,,1283,3472.06,4857.95,3509.39,4719.53,2956.79,3845.27,3944.88,,
+13/10/2016,,0,,-92.19,-113.64,,-109.02,-90.24,,-94.43,,1340.5,3630.56,5052.28,3667.1,4930.81,3089.7,1340.82,4123.48,,
+14/10/2016,2,,,-92.19,-113.64,,-109.02,-90.24,,-94.43,,1400.36,3789.14,5273.64,3828.78,5146.96,3226.43,4195.69,4305.1,,
+15/10/2016,,,,-92.19,-113.63,,-109.02,-90.24,,-94.43,,1337.33,3632.4,5028.7,3668.47,4931.21,3092,4024.87,4124.16,,
+16/10/2016,,0,,-92.19,-113.63,,-109.02,-90.24,,-94.43,,812.63,2052.22,2840.15,2072.2,2786.08,1746.79,2274.7,2327.9,,
+17/10/2016,,,-56.44,-92.18,-113.63,,-109.05,-90.31,,-94.58,-97.33,1393.38,3792.74,5231.34,3827.2,5146.56,3226.43,2674.04,4301.5,,
+18/10/2016,6,,-56.44,-92.18,-113.63,,-109.05,-90.31,,-94.58,-97.33,1394.53,3797.24,5237.78,3830.18,5148.58,3219.01,2285.03,4310.24,,
+19/10/2016,,,-56.44,-92.18,-113.63,,-109.05,-90.31,,-94.63,-97.33,1394.1,3792.2,5227.09,3827.48,5144.29,3218.98,3526.85,4311.76,,
+20/10/2016,,7,-56.44,-92.18,-113.63,,-109.05,-90.31,,-94.63,-97.33,1393.96,3793.68,5229,3827.63,5145.16,3221.53,1657.19,4314.53,,
+21/10/2016,,,-56.44,-92.12,-113.69,,-109.05,-90.3,-97.29,-94.63,-97.33,1391.47,3792.53,5236.78,3707.71,5144.76,3214.66,2880.4,4313.95,,14
+22/10/2016,,0,-56.44,-92.09,-113.73,,-109.05,-90.29,-97.29,-94.6,-97.33,1322.57,3787.09,5231.95,3802.82,5142.46,3217.79,4193.39,4307.54,,
+23/10/2016,0,0,-56.45,-92.09,-113.81,,-109.05,-90.24,-97.29,-94.63,-97.19,0,3788.42,5060.48,3653.64,4932.65,3075.05,4022.06,4133.05,,
+24/10/2016,0,0,-56.61,-92.09,-113.84,,-109.05,-90.24,-97.29,-94.64,-97.19,0.36,3790.26,5279.76,3814.99,5146.49,3212.64,4195.94,4327.78,,
+25/10/2016,,0,,-92.09,-113.85,,-109.05,-90.24,-97.29,-94.79,-96.49,1308.28,3793.18,5268.89,3815.64,5146.16,3217.32,4192.38,4317.55,,
+26/10/2016,,,-56.61,-92.09,-113.88,,-109.05,-90.24,-97.29,-95.23,-97.19,1041.98,3792.74,5270.36,3816.07,5145.62,3220.34,3122.17,4310.75,,
+27/10/2016,,42,-56.61,-92.09,-113.92,,-109.05,-90.24,-97.29,-95.23,-97.19,436.46,3797.06,5270.94,3818.63,5146.67,3210.08,1627.96,4336.78,,
+28/10/2016,0,0,,-92.09,-113.93,,-109.05,-90.24,-97.29,-95.23,-96.53,1048.28,3790.26,5261.72,3816.61,5141.12,3205.15,4191.55,4315.36,,
+29/10/2016,0,0,,-92.09,-114,,-109.05,-90.24,-97.29,-94.79,-96.53,0.07,3314.27,4614.16,3340.73,4497.37,2804.94,3668.08,3793.93,,
+30/10/2016,0,0,-56.73,-92.1,-114.01,,-109.05,,-97.29,-94.65,-97.05,393.59,3474.4,4844.27,3495.53,4713.16,2929.86,2863.84,3780.76,,
+31/10/2016,,0,,-92.12,-114.06,,-109.05,,-97.36,-94.65,-96.53,1386.14,3793.36,5301.68,3814.85,5145.77,3195.79,4193.71,4300.24,,
+01/11/2016,,,,-92.12,-114.12,,-109.05,,-97.36,-94.6,-96.53,1201.72,3158.93,4423.14,3176.35,4285.01,2668.93,3493.51,3578.51,,
+02/11/2016,,,-56.73,-92.12,-114.12,,-109.05,,-97.36,-94.6,-96.97,61.99,3791.95,5284.37,3813.8,5144.36,3206.63,4193.57,4320.29,,
+03/11/2016,,,-56.82,-92.19,-114.14,,-109.1,,-97.36,-95.25,-96.97,151.63,3790.12,5305.07,3817.15,5145.3,3191.8,1778.51,4320.43,,
+04/11/2016,,,-56.82,-92.26,-114.18,,-109.1,,-97.36,-95.25,-96.97,1446.7,3790.22,5303.74,3818.7,5142.35,3182.4,4124.12,4302.54,,
+05/11/2016,,,-56.82,-92.26,-114.18,,-109.1,,-97.36,-95.25,-97.5,1365.05,3787.78,5279.51,3817.15,5140.3,3191.26,4194.54,4293.43,,
+06/11/2016,,20,-56.82,-92.26,-114.24,,-109.1,,-97.36,-95.25,-97.5,1362.24,3773.48,5295.85,3813.88,5139.61,3189.96,4195.58,4290.66,,
+07/11/2016,,,,-92.26,-114.48,,-109.1,,,-94.82,,149.69,3622.36,5200.31,3647.23,4932.47,3061.19,4026.67,4122.04,,
+08/11/2016,,,,-92.26,-114.48,,-109.11,,,-94.82,,0,2520.76,3609.65,2538.54,3430.4,2130.84,2800.94,2881.04,,
+09/11/2016,,,,-92.17,-114.54,,-109.11,,,-94.79,,0.11,3351.2,4813.67,3377.38,4561.99,2837.05,3727.62,3842.6,,
+10/11/2016,,0,,-92.05,-114.59,,-109.14,,,-94.48,,82.26,3721.46,5318.28,3752.39,5066.64,3148.02,1534.36,4275.11,,
+11/11/2016,,,,-92.05,-114.59,,-109.14,,,-94.3,,1471.07,3780.97,5378.8,3804.12,5135.65,3182.29,4175.03,4325.15,,
+12/11/2016,0,1,,-92.05,-114.62,,-109.14,,,-94.3,,1365.84,3780.68,5372.78,3802.21,5131.76,3190.25,4193.28,4299.91,,
+13/11/2016,0,0,,-92.05,-114.65,,-109.14,,,-94.3,,1135.69,3150.54,4459.03,3167.78,4276.3,2660.04,3495.67,3576.06,,
+14/11/2016,0,,,-92.05,-114.68,,-109.14,,,-95.31,,1362.56,3784.14,5349.85,3802,5131.58,3197.81,4196.88,4288.64,,
+15/11/2016,0,0,-33.49,-92.05,-114.74,,-109.14,,,-95.31,,144.11,3784.54,5341.57,3803.33,5131.12,3198.38,4195.98,4311.32,,
+16/11/2016,,0,-33.49,-92.05,-114.74,,-109.14,,,-95.31,,0,3783.2,5336.89,3803.83,5130.25,3193.06,4195.69,4321.98,,
+17/11/2016,0,,-33.49,-92.05,-114.75,,-109.14,,,-95.31,,46.55,3779.82,5322.35,3804.48,5129.32,3191.87,4196.12,4321.37,,
+18/11/2016,,,-34.11,-92.05,-114.75,,-109.14,,,-94.8,,1385.32,3786.05,5323.28,3805.7,5129.68,3193.38,1901.38,4308.23,,
+19/11/2016,15,,-34.11,-92.05,-114.75,,-109.14,,,-94.75,,1351.98,3781.55,5334.01,3801.6,5126.11,3184.49,4181.87,4282.88,,
+20/11/2016,,,,-92.05,-114.77,,-109.14,,,-94.75,,522.97,3781.94,5310.9,3802.82,5126.33,3187.19,4189.9,4297.21,,
+21/11/2016,0,0,,-92.05,-114.78,,-109.14,,,-94.75,,90.4,3624.62,5085.54,3645.11,4914.29,3052.84,4017.31,4136.15,,
+22/11/2016,0,0,,-92.05,-114.81,,-109.14,,,-94.75,,1412.78,3781.58,5292.18,3802.57,5126.65,3186.18,4194.04,4296.13,,
+23/11/2016,0,0,,-92.05,-114.83,,-109.14,,,-94.75,,1335.1,3780.4,5286.1,3799.4,5123.74,3187.55,4193.46,4278.02,,
+24/11/2016,1,,,-92.05,-114.83,,-109.14,,,-94.75,,1335.17,3779.42,5281.96,3797.75,5122.58,3194.89,4194,4276.22,,
+25/11/2016,,,,-92.05,-114.83,,-109.14,,,-94.75,,1328.87,3780.79,5277.13,3797.24,5121.86,3196.98,3046.18,4272.84,,
+26/11/2016,,,,-92.05,-114.84,,-109.14,,,-94.58,,142.2,3780.9,5259.96,3800.23,5123.77,3190.82,4184.96,4305.89,,
+27/11/2016,,,,-92.05,-114.84,,-109.14,,,-94.58,,1364.87,3622.79,5024.3,3640.03,4909.75,3057.08,4014.97,4109.11,,
+28/11/2016,,,-33.87,-92.05,-114.85,,-109.14,,,-94.58,,1311.88,3777.77,5251,3797.03,5121,3194.06,4190.15,4275.5,,
+29/11/2016,0,0,-33.87,-92.05,-114.88,,-109.14,,,-94.88,,297.29,3776.4,5243.18,3795.08,5116.68,3190.32,3719.2,4287.31,,
+30/11/2016,0,0,-33.87,-92.05,-114.88,,-109.14,,,-94.88,,0.07,3774.46,5234.18,3793.97,5116.61,3184.81,4183.02,4298.44,,
+01/12/2016,0,0,-33.87,-92.05,-114.91,,-109.14,,,-94.88,,11.38,3771.76,5224.82,3793.14,5114.34,3178.76,4182.52,4291.56,,
+02/12/2016,0,0,,-92.22,-114.93,,-109.18,,,-95.01,,723.6,3777.26,5214.06,3791.52,5107.9,3180.49,4189.54,4268.7,,
+03/12/2016,,,,-92.42,-114.95,,-109.24,,,-95.19,,1325.38,3776.69,5224.1,3794.58,5113.94,3183.26,4188.42,4255.31,,
+04/12/2016,,0,,-92.42,-114.95,,-109.24,,,-95.19,,1313.86,3778.02,5205.17,3795.91,5114.45,3187.22,4190.11,4254.98,,
+05/12/2016,,0,,-92.42,-114.95,,-109.24,,,-95.19,,1305.18,3773.95,5198.22,3792.53,5110.99,3184.2,4187.66,4251.2,,
+06/12/2016,,,-33.89,-92.42,-114.95,,-109.24,,,-95.19,,569.56,3772.62,5192.32,3792.78,5110.78,3180.78,4187.16,4266.25,,
+07/12/2016,,0,-33.45,-92.49,-114.96,,-109.26,,,-95.19,,0.07,3775.14,5183.64,3794.51,5111.68,3178.44,4188.92,4289.08,,
+08/12/2016,0,0,-33.45,-92.54,-114.99,,-109.26,,,-95.25,,0.04,3773.88,5174.96,3794,5112.14,3173.8,4186.66,4289.65,,
+09/12/2016,0,0,-33.45,-92.56,-115.02,,-109.26,,,-95.49,,0,3614.98,4957.92,3636.4,4898.09,3035.81,4007.56,4109.15,,
+10/12/2016,0,0,-33.45,-92.56,-115.02,,-109.26,,,-95.49,,0.07,3771.86,5173.2,3793.57,5110.09,3163.5,4185.32,4287.17,8,
+11/12/2016,,,-33.45,-92.56,-115.03,,-109.26,,,-95.49,,0,3774.02,5171.8,3795.16,5112.9,3160.58,4187.84,4291.45,,
+12/12/2016,,,-33.45,-92.56,-115.07,,-109.26,,,-95.49,,0.04,3774.17,5168.92,3795.08,5113.58,3157.99,4190.33,4292.1,,
+13/12/2016,,0,-33.42,-92.58,-115.08,,-109.27,,,-95.34,,0.04,3773.45,5158.48,3793.36,5110.31,3155.11,4187.3,4289.8,,
+14/12/2016,0,0,-33.39,-92.58,-115.08,,-109.29,,,-95.3,,0,3144.85,4296.2,3161.52,4257.83,2630.45,3489.37,3573.4,,
+15/12/2016,,0,-33.36,-92.58,-115.1,,-109.29,,,-95.3,,0.07,3771,5143.39,3790.3,5106.17,3158.89,4184.53,4286.3,,
+16/12/2016,0,0,-33.36,-92.58,-115.1,,-109.3,,,-95.3,,0.04,3772.73,5139.72,3792.02,5107.5,3155.44,4187.02,4287.02,,
+17/12/2016,0,0,-33.36,-92.55,-115.11,,-109.3,,,-95.34,,0.04,3769.45,5151.53,3792.74,5107.36,3143.56,4185.11,4282.96,,
+18/12/2016,0,0,-33.36,-92.55,-115.13,,-109.3,,,-95.39,,0,3768.37,5167.51,3794.11,5106.53,3138.59,4180.97,4284.25,,
+19/12/2016,,,-33.7,-92.55,-115.15,,-109.3,,,-95.39,,826.06,3772.4,5155.56,3796.74,5107.43,3149.32,4182.88,4272.16,,
+20/12/2016,,,-33.7,-92.55,-115.16,,-109.3,,,-95.39,,470.41,3775.46,5150.81,3798.65,5109.48,3156.8,4188.13,4265.03,,
+21/12/2016,,0,-33.7,-92.55,-115.16,,-109.3,,,-95.39,,0,3775.9,5140.66,3796.42,5107.68,3160.04,4187.66,4286.84,,
+22/12/2016,0,0,-33.7,-92.55,-115.18,,-109.3,,,-95.39,,0,3775.1,5133.56,3794.98,5104.55,3163.18,4184.64,4287.74,,
+23/12/2016,0,0,-33.81,-92.62,-115.18,,-109.32,,,-95.3,,290.34,2360.92,3202.7,2372.8,3191.44,1997.71,2616.59,2674.3,,
+24/12/2016,0,,-33.81,-92.62,-115.18,,-109.32,,,-95.3,,0.04,3775.18,5113.87,3795.01,5105.05,3196.37,4184.03,4284.07,,
+25/12/2016,0,0,-41.2,-92.62,-115.19,,-109.32,,,-95.3,,674.35,3775.07,5108.76,3794.15,5096.7,3192.26,4183.88,4274.06,,
+26/12/2016,0,0,-41.2,-92.62,-115.19,,-109.32,,,-95.3,,1290.2,3775.21,5095.87,3792.53,5094.04,3192.44,4182.8,4250.84,,
+27/12/2016,0,0,-41.2,-92.62,-115.21,,-109.32,,,-95.3,,544.28,2988.07,4030.2,3002.4,4033.01,2529.97,3310.2,3366.83,,
+28/12/2016,0,,-33.87,-92.62,-115.24,,-109.32,,,-95.3,,0.04,3618.43,4875.91,3635.86,4883.4,3063.82,4008.2,4107.28,,
+29/12/2016,0,0,-33.87,-92.62,-115.26,,-109.32,,,-95.3,,0.04,3776.69,5084.21,3795.34,5097.67,3200.83,4184.03,4288.5,,
+30/12/2016,0,0,-33.87,-92.62,-115.26,,-109.32,,,-95.3,,0,3774.6,5076.68,3794.26,5095.94,3199.18,4182.01,4286.7,,
+31/12/2016,0,0,-33.87,-92.62,-115.26,,-109.32,,,-95.3,,0.04,3774.31,5069.3,3794.72,5095.8,3197.56,4181.87,4285.94,,
+01/01/2017,0,0,-34.03,-92.62,-115.29,,-109.32,,,-95.3,,94.97,3775.72,5064.88,3795.52,5096.16,3193.74,4182.88,4286.23,,
+02/01/2017,,,-33.95,-92.68,-115.29,,-109.32,,,-95.3,,1415.34,3775.57,5058.43,3795.34,5095.66,3193.56,4182.88,4265.89,,
+03/01/2017,12,,-33.87,-92.74,-115.29,,-109.32,,,-95.3,,479.2,3773.7,5078.45,3788.42,5093.39,3196.87,4177.69,4245.77,,
+04/01/2017,,0,-33.79,-92.74,-115.29,,-109.32,,,-95.05,,0,3772.84,5104.91,3785.69,5092.63,3203.03,4174.96,4258.98,4,
+05/01/2017,,,-33.79,-92.74,-115.29,,-109.32,,,-95.05,,0.07,3776.83,5095.58,3790.94,5096.99,3204.5,4178.27,4270.03,,
+06/01/2017,0,0,-33.79,-92.74,-115.29,,-109.32,,,-95.05,,0,3617.71,4867.34,3635.06,4882.68,3072.67,4003.16,4097.41,,
+07/01/2017,0,0,-33.79,-92.74,-115.32,,-109.32,,,-95.05,,0,3772.04,5070.13,3792.53,5088.1,3201.8,4172.22,4276.76,,
+08/01/2017,0,0,-33.79,-92.74,-115.33,,-109.32,,,-95.05,,0,3772.48,5064.52,3794,5089.5,3193.78,4172.54,4282.7,,
+09/01/2017,0,0,-33.79,-92.74,-115.36,,-109.32,,,-95.05,,0,3768.08,5141.52,3790.69,5089.79,3169.19,4170.42,4275.54,,
+10/01/2017,0,0,-33.79,-92.74,-115.38,,-109.32,,,-95.05,,452.45,3773.05,5065.88,3790.44,5086.62,3172.39,4172.08,4280.11,,
+11/01/2017,0,0,,-92.74,-115.39,,-109.32,,,-95.05,,1271.27,3773.45,5043.31,3787.99,5085.22,3174.62,4171.97,4248.14,,
+12/01/2017,,,,-92.74,-115.39,,-109.32,,,-95.05,,1215.79,3775.82,5037.55,3789.83,5087.88,3179.92,4172.87,4239.76,,
+13/01/2017,22,18,,-92.77,-115.39,,-109.35,,,-95.35,,1202.62,3773.99,5053.36,3791.12,5095.69,3172.28,4170.42,4223.27,,
+14/01/2017,,0,,-92.77,-115.42,,-109.4,,,-95.47,,1197.43,3773.99,5065.09,3788.53,5098.1,3172.43,4172.26,4206.24,,
+15/01/2017,0,0,,-92.81,-115.42,,-109.4,,,-95.49,,1193.44,3775.9,5057.14,3790.3,5096.09,3175.16,4169.52,4211.35,,
+16/01/2017,0,0,,-92.81,-115.43,,-109.4,,,-95.49,,1195.02,3776.44,5050.91,3789.18,6392.34,3181.64,4168.76,4213.66,,
+17/01/2017,,,,-92.84,-115.44,,-109.4,,,-95.49,,1193.44,3779.6,5037.12,3790.62,7629.7,3186.32,4170.17,4215.71,,
+18/01/2017,0,0,,-92.84,-115.51,,-109.4,,,-95.49,,1190.99,3778.34,5028.8,3788.21,7624.51,3184.96,4166.46,4212.36,,
+19/01/2017,0,0,,-92.84,-115.52,,-109.4,,,-95.49,,1192.07,3778.92,5021.93,3787.81,7623.72,3185.06,4166.17,4212.58,,
+20/01/2017,0,0,,-92.84,-115.54,,-109.4,,,-95.49,,1189.26,3776.44,5013.04,3785.76,7619.54,3181.93,4162.61,4205.92,,
+21/01/2017,0,0,,-92.91,-115.57,,-109.45,,,-95.59,,1187.03,3776.26,5012.5,3786.48,7619.15,3180.6,4163.18,4202.5,,
+22/01/2017,0,0,,-92.91,-115.6,,-109.45,,,-95.59,,1184.98,3775.32,5006.84,3786.23,7617.49,3178.51,4164.01,4195.19,,
+23/01/2017,,,,-92.91,-115.61,,-109.45,,,-95.59,,1183.39,3775.97,5002.13,3785.83,7618.72,3177.07,4163.51,4186.22,,
+24/01/2017,,,,-92.91,-115.63,,-109.45,,,-95.59,,1182.38,3774.96,4996.01,3784.28,7616.59,3176.35,4162.97,4180.97,,
+25/01/2017,0,0,,-92.91,-115.64,,-109.45,,,-95.59,,1180.44,3774.82,4988.81,3784.46,7615.62,3176.57,4164.37,4186.44,,
+26/01/2017,0,0,,-92.98,-115.71,,-109.47,,,-95.66,,1176.91,3777.48,4979.34,3785.44,7615.76,3177.32,4165.38,4190.44,,
+27/01/2017,,,,-92.99,-115.71,,-109.47,,,-95.67,,1174.28,3773.66,4976.28,3782.45,7610.11,3175.27,4042.98,4177.33,,
+28/01/2017,0,0,-34.25,-93.01,-115.74,,-109.48,,,-95.68,,463.36,3773.99,4970.63,3784.82,7613.71,3173.36,4143.42,4182.66,,
+29/01/2017,0,0,-33.48,-93.01,-115.74,,-109.49,,,-95.68,,0.07,3773.74,4966.7,3784.9,7614.79,3172.32,4145.15,4221.36,,
+30/01/2017,,0,-33.41,-93.01,-115.77,,-109.49,,,-95.7,,0.04,3772.98,4963.64,3784.97,7615.04,3173,4145.65,4226.47,,
+31/01/2017,,,-33.41,-93.01,-115.77,,-109.49,,,-95.7,,0,3771.58,4959.4,3783.49,7609.25,3170.2,4144.5,4224.24,,
+01/02/2017,,,-33.41,-93.01,-115.77,,-109.49,,,-95.7,,0,3767.08,4953.38,3779.28,7602.88,3167.71,4145.04,4220.39,9,
+02/02/2017,0,0,-33.41,-93.01,-115.79,,-109.49,,,-95.7,,0,3772.48,4952.27,3783.38,7610.54,3171.35,4149.9,4225.21,,
+03/02/2017,,0,-33.41,-93.01,-115.8,,-109.49,,,-95.7,,0,3772.98,4950.14,3785.4,7614.72,3171.74,4150.48,4227.41,,
+04/02/2017,0,0,-33.41,-93.01,-115.85,,-109.49,,,-95.7,,0.14,3774.42,4947.91,3786.66,7618.64,3171.78,4152.74,4225.75,,
+05/02/2017,,,-33.41,-93.01,-115.85,,-109.49,,,-95.7,,0,3772.4,4945.28,3784.64,7614.79,3169.66,4151.23,4222.44,,
+06/02/2017,,19,-33.41,-93.01,-115.85,,-109.49,,,-95.7,,0,3616.34,4735.87,3627.86,7300.51,3038.51,3977.78,4043.56,,
+07/02/2017,0,0,-33.41,-93.01,-115.86,,-109.49,,,-95.59,,0.18,3777.05,4944.13,3785.18,7615.19,3166.09,1383.12,4219.2,,
+08/02/2017,0,,-33.41,-93,-115.86,,-109.5,,,-95.59,,0,3771.94,4936.57,3785.15,6848.28,3153.56,4139.6,4216.32,,
+09/02/2017,1,,-33.41,-93,-115.92,,-109.5,,,-95.59,,0,3770.86,4931.53,3788.24,3070.04,3139.63,4144,4220.24,,
+10/02/2017,0,,,-93,-115.99,,-109.52,,,-95.78,,839.02,3773.2,4928.76,3788.17,3117.56,3129.84,4149.54,4197.6,,
+11/02/2017,0,0,,-93.08,-116.01,,-109.52,,,-95.85,,1229.26,3770.57,4922.78,3782.95,6809.22,3140.86,4151.05,4158.25,,
+12/02/2017,0,0,,-93.08,-116.01,,-109.52,,,-95.85,,1177.34,3769.09,4916.12,3779.75,8210.63,3162.13,4150.37,4150.4,,
+13/02/2017,0,0,,-93.08,-116.01,,-109.52,,,-95.85,,1162.98,3771.47,4920.23,3780.86,8219.23,3169.22,2298.13,4150.94,,
+14/02/2017,0,0,,-93.08,-116.01,,-109.52,,,-95.85,,1157.9,3774.38,4929.01,3781.3,8224.06,3160.73,1285.81,4151.34,,
+15/02/2017,,0,,-93.1,-116.03,,-109.52,,,-95.89,,1155.28,3767.76,4922.5,3717.29,8220.28,3146.58,3647.52,4133.2,,
+16/02/2017,0,0,,-93.21,-116.06,,-109.53,,,-95.89,,1154.23,3765.64,4913.53,3695.11,8220.17,3155.83,4137.88,4146.37,,
+17/02/2017,,,,-93.24,-116.12,,-109.53,,,-95.91,,757.55,3767.18,4910.51,3760.96,8221.5,3163.36,4141.26,4155.8,,
+18/02/2017,17,,-33.8,-93.24,-116.15,,-109.53,,,-95.91,,0,3768.98,4919.65,3769.7,8225.64,3161.45,1932.91,4189.64,,9
+19/02/2017,0,0,-33.8,-93.24,-116.15,,-109.53,,,-95.79,,0.14,3757.28,4908.67,3764.92,8214.91,3155.11,4129.88,4200.7,,
+20/02/2017,0,0,-33.35,-93.37,-116.15,,-109.56,,,-95.79,,0.04,3766.03,4913.14,3774.17,8225.32,3159.04,1667.12,4210.74,,
+21/02/2017,0,0,-33.35,-93.39,-116.19,,-109.56,,,-95.55,,46.44,3764.45,4912.92,3775.32,8221.9,3142.55,2686.25,4211.5,,
+22/02/2017,,0,-33.35,-93.39,-116.15,,-109.56,,,-95.49,,16.99,3765.85,4909.64,3779.53,8222.8,3152.09,1970.57,4211.96,,
+23/02/2017,0,0,-33.34,-93.37,-116.22,,-109.55,,,-95.31,,0,3764.59,4910.08,3787.7,8223.23,3155.76,3460.25,4212.76,,
+24/02/2017,,,-33.31,-93.4,-116.23,,-109.55,,,-95.31,,0,3771.97,4924.94,3786.95,8228.16,3154.68,0,4215.31,,
+25/02/2017,,,-33.31,-93.3,-116.23,,-109.55,,,-95.47,,0,3769.6,4923.25,3784,8225.6,3143.45,1340.1,4213.73,,
+26/02/2017,0,0,-33.28,-93.3,-116.24,,-109.57,,,-95.47,,0.07,2666.45,3476.77,2677.46,5824.84,2229.48,2336.15,2979.94,,
+27/02/2017,0,0,-33.27,-93.36,-116.27,,-109.57,,,-95.47,,0.36,3766.54,4908.24,3781.3,8226.07,3152.45,3387.96,4209.8,,
+28/02/2017,0,0,-33.27,-93.4,-116.33,,-109.57,,,-95.82,,0,3761.32,4897.87,3778.67,8221.14,3150.83,3541.64,4208.69,,
+01/03/2017,,,-33.26,-93.41,-116.33,,-109.57,,,-95.97,,0.4,3766.39,4910.62,3780.65,8225.93,3149.78,87.05,4209.77,,
+02/03/2017,0,0,-33.25,-93.43,-116.36,,-109.58,,,-95.97,,0.32,3757.1,4900.57,3775.72,8216.53,3137.62,3619.62,4212.04,,
+03/03/2017,,0,-33.22,-93.43,-116.39,,-109.58,,,-95.9,,0.36,3599.21,4688.6,3620.92,7876.37,3017.05,3961.19,4031.06,,
+04/03/2017,2,,-33.22,-93.43,-116.4,,-109.59,,,-95.9,,0,3753.29,4886.64,3777.66,8216.39,3147.66,4133.2,4208.26,,
+05/03/2017,,,-33.22,-93.49,-116.48,,-109.59,,,-95.9,,0,3756.2,4894.85,3778.31,8217.4,3145.5,692.17,4207.32,,
+06/03/2017,,,-33.22,-93.49,-116.55,,-109.59,,,-95.9,,0.18,3753.47,4891.36,3778.06,8215.13,3139.92,3644.32,4204.12,,
+07/03/2017,,,-33.22,-93.51,-116.55,,-109.59,,,-95.92,,0,3747.06,4869.79,3779.24,8209.58,3131.64,4134.82,4195.08,,
+08/03/2017,,0,-33.22,-93.57,-116.56,,-109.61,,,-95.93,,0.07,3747.82,4870.76,3773.99,8202.71,3140.1,4131.22,4199.62,,
+09/03/2017,,0,-33.25,-93.58,-116.59,,-109.62,,,-95.97,,0.29,3751.52,4874,3776.29,8206.52,3141.18,3224.92,4201.09,,
+10/03/2017,,0,-33.25,-93.58,-116.58,,-109.62,,,-95.97,,0.43,3749.62,4867.63,3776.58,8206.13,3141.04,4132.37,4196.92,,
+11/03/2017,,0,-33.25,-93.58,-116.59,,-109.63,,,-95.97,,0.47,3747.31,4860.25,3775.1,8204.04,3137.9,4134.53,4194.54,,
+12/03/2017,,0,-33.25,-93.59,-116.64,,-109.63,,,-96,,0,3435.62,4461.73,3303.22,7178.08,2742.52,752,3673.62,,
+13/03/2017,,0,-33.25,-93.63,-116.64,,-109.64,,,-96,,0,3742.74,4859.03,3773.34,8200.84,3125.56,4124.7,4193.6,,
+14/03/2017,,0,-33.24,-93.68,-116.66,,-109.64,,,-96,,0,3742.52,4849.2,3774.1,8199.94,3129.84,4128.55,4192.2,,
+15/03/2017,0,0,-33.24,-93.7,-116.68,,-109.64,,,-96,,0,3741.44,4849.99,3772.4,8195.8,3128.44,2526.34,4189.97,,
+16/03/2017,0,0,-33.22,-93.68,-116.71,,-109.66,,,-95.96,,0.07,3738.06,4844.2,3772.69,8193.89,3125.41,4125.56,4189.5,,
+17/03/2017,0,0,-33.19,-93.68,-116.71,,-109.65,,,-95.96,,0.22,3740.83,4845.6,3776.18,7856.39,3000.42,2657.09,4018.5,,
+18/03/2017,0,0,-33.18,-93.68,-116.72,,-109.65,,,-96.07,,0.22,3271.97,4240.76,3303.36,7170.7,2733.88,1551.49,3668.18,,
+19/03/2017,0,,-33.18,-93.68,-116.75,,-109.65,,,-95.96,,0,3736.55,4837.36,3775.1,8193.46,3119.69,4125.92,4191.7,,
+20/03/2017,0,0,-33.19,-93.68,-116.77,,-109.65,,,-95.79,,0.68,3579.95,4633.31,3615.98,7850.38,2997.5,2956.9,4016.02,,
+21/03/2017,0,0,-33.18,-93.68,-116.84,,-109.65,,,-96.08,,1.26,3734.24,4832.1,3772.4,8191.15,3125.09,4126.28,4191.91,,
+22/03/2017,0,0,-33.19,-93.68,-116.85,,-109.65,,,-96.11,,0.97,3734.14,4821.48,3772.04,8189.39,3125.09,4130.03,4189.18,,
+23/03/2017,0,0,-33.22,-93.72,-116.91,,-109.66,,,-96.01,,1.08,3735.79,4818.6,3772.37,8188.09,3123.58,4135.14,4187.92,,
+24/03/2017,0,0,-33.19,-93.79,-116.91,,-109.67,,,-96.16,,0.61,3734.75,4812.8,3770.39,8184.74,3121.09,3385.73,4183.96,,
+25/03/2017,,,-33.17,-93.79,-116.87,,-109.67,,,-96.16,,0.68,3580.74,4210.56,3300.73,7164,2730.89,3607.67,3660.19,,
+26/03/2017,,,-33.16,-93.79,-116.87,,-109.68,,,-96.01,,0.5,2647.33,3408.08,2671.88,5456.56,2078.71,2327.08,2790,,
+27/03/2017,1,,-33.16,-93.79,-116.93,,-109.68,,,-96.01,,0.18,3737.41,4810.36,3770.28,8182.62,3113.82,1459.58,4183.27,,
+28/03/2017,0,0,-33.16,-93.8,-116.95,,-109.69,,,-96.2,,0,3069.54,3952.62,3101.33,6714,2542.9,3335.44,3429.47,,
+29/03/2017,0,0,-33.16,-93.85,-116.95,,-109.69,,,-96.24,,0,311.54,399.85,315.04,682.52,259.24,344.02,348.55,,13
+30/03/2017,0,0,-33.16,-93.91,-116.98,,-109.7,,,-96.24,,0.47,3577.68,4593.13,3615.88,7839.65,2979,3951.72,4004.78,,
+31/03/2017,0,0,-33.16,-93.91,-117,,-109.7,,,-96.24,,0.83,3732.37,4787.57,3773.02,8181.22,3109.28,4125.13,4177.69,,
+01/04/2017,0,0,-33.16,-93.91,-117.06,,-109.7,,,-96.24,,0.86,3731.26,4783.61,3772.22,8175.82,3108.82,4126.79,4173.84,,
+02/04/2017,15,20,-33.16,-93.91,-117.08,,-109.7,,,-96.24,,0.97,3731.98,4781.41,3772.48,8178.41,3104.32,4131.11,4174.16,,
+03/04/2017,0,0,-33.16,-93.91,-117.12,,-109.7,,,-96.24,,0.54,3575.41,4575.74,3614.11,7837.7,2974.14,3959.68,3999.74,,
+04/04/2017,,,-33.16,-93.91,-117.16,,-109.7,,,-96.24,,0.43,3727.62,4770.36,3770.46,8175.53,3102.01,4130.06,4172.4,,
+05/04/2017,0,0,-33.16,-93.91,-117.17,,-109.7,,,-96.24,,0.29,3140.46,3901.68,3118.03,6841.91,2612.38,3478.72,3515.72,,
+06/04/2017,,,-33.16,-93.91,-117.2,,-109.7,,,-96.24,,0.18,3724.99,4756.14,3764.99,8169.8,3104.21,4125.67,4167.43,,
+07/04/2017,0,0,-33.16,-94.25,-117.2,,-109.7,,,-96.24,,0.43,3569.8,4558.46,3612.64,7834,2977.74,3956.15,3993.59,,
+08/04/2017,0,0,-33.16,-94.25,-117.2,,-109.7,,,-96.24,,0.25,2485.15,3165.59,2357.42,5111.03,1942.63,2581.52,2431.15,,
+09/04/2017,0,0,-33.16,-94.25,-117.22,,-109.7,,,-96.24,,0.32,2637.5,3357.94,2668.9,5788.26,2197.55,2925,2950.34,,
+10/04/2017,0,0,-33.16,-94.25,-117.22,,-109.7,,,-96.24,,0.94,3724.7,4741.7,3769.13,8174.38,3101.15,4131.29,4168.19,,
+11/04/2017,0,0,-33.16,-94.25,-117.25,,-109.7,,,-96.24,,0.94,3723.73,4737.38,3767.65,8173.98,3097.4,4130.68,4167.29,,
+12/04/2017,0,0,-33.11,-94.14,-117.28,,-109.76,,,-96.43,,0.65,3117.85,3976.34,3157.2,6819.73,2594.3,3465.36,3487.75,,
+13/04/2017,0,0,-33.11,-94.14,-117.33,,-109.76,,,-96.48,,0.5,2944.69,3742.96,2981.92,6469.02,2450.3,3267.76,3295.08,,
+14/04/2017,0,0,-33.11,-94.14,-117.34,,-109.76,,,-96.52,,319.64,3565.4,4526.64,3611.09,7832.59,2961.68,3957.91,3981.42,,
+15/04/2017,,0,,-94.15,-117.34,,-109.77,,,-96.48,,1208.38,3564.61,4522.1,3608.32,7829.06,2964.1,3956.87,3762.04,,
+16/04/2017,,,,-94.15,-117.34,,-109.77,,,-96.43,,778.79,2324.41,2945.88,2353.57,5106.56,1935.47,2577.2,2553.05,,
+17/04/2017,0,0,,-94.17,-117.37,,-109.77,,,-96.48,,573.59,1862.64,2359.91,1883.74,4087.04,1551.02,1444.43,2024.35,,
+18/04/2017,,,,-94.19,-117.38,,-109.79,,,-96.52,,875.74,2788.74,3530.74,2823.98,6125.87,2323.48,2945.52,3031.31,,
+19/04/2017,0,0,,-94.34,-117.42,,-109.8,,,-96.54,,434.92,1389.78,1761.26,1408.68,3058.38,1159.63,1540.51,1511.06,,
+20/04/2017,0,0,,-94.34,-117.44,,-109.8,,,-96.54,,1157.62,3708.61,4692.35,3760.31,8164.55,3094.2,4113.76,4031.96,,
+21/04/2017,0,0,,-94.34,-117.52,,-109.8,,,-96.54,,1153.8,3706.63,4689.32,3760.49,8163.43,3096.47,4116.24,4027.28,,
+22/04/2017,0,0,,-94.34,-117.52,,-109.8,,,-96.54,,722.3,3708.07,4685.76,3762.68,8166.06,3094.81,4119.95,4025.12,,
+23/04/2017,0,0,-33.86,-94.34,-117.52,,-109.8,,,-96.54,,0,2472.48,3124.33,2510.42,5446.94,2058.8,2748.35,2693.41,,
+24/04/2017,0,0,-33.36,-94.34,-117.58,,-109.8,,,-96.54,,0.29,3397.72,4291.78,3451.1,7487.78,2822.29,3778.85,3730.39,,
+25/04/2017,0,0,-33.36,-94.34,-117.6,,-109.8,,,-96.54,,0,2314.66,2923.45,2350.55,5103.14,1918.19,2576.05,2542.28,,
+26/04/2017,0,0,-33.36,-94.34,-117.6,,-109.8,,,-96.54,,0.43,3702.85,4671.79,3761.75,8163.83,3061.22,4123.8,4065.66,,
+27/04/2017,12,,-33.36,-94.34,-117.6,,-109.8,,,-96.54,,0.5,3701.66,4668.23,3762,8165.7,3061.55,4127.76,4063.68,,
+28/04/2017,,,-33.36,-94.34,-117.6,,-109.8,,,-96.54,,0,3699.97,4662.54,3760.74,8163.76,3065.94,4127.33,4061.12,,
+29/04/2017,0,0,-33.36,-94.34,-117.6,,-109.8,,,-96.54,,0.07,3698.6,4656.02,3761.03,8160.91,3069.11,4126.32,4058.28,,
+30/04/2017,0,0,-33.36,-94.34,-117.6,,-109.8,,,-96.54,,0.07,2311.49,2905.88,2350.62,5101.74,1918.8,2579.22,2534.87,,
+01/05/2017,,0,-33.36,-94.34,-117.6,,-109.8,,,-96.54,,0.04,2309.65,2710.91,2194.13,4760.82,2046.13,2406.56,2364.05,,
+02/05/2017,0,0,-33.36,-94.34,-117.6,,-109.8,,,-96.54,,0.5,3695.26,4642.78,3760.67,8159.36,3067.74,4125.2,4051.66,,
+03/05/2017,0,0,-33.36,-94.61,-117.6,,-109.8,,,-96.54,,0.43,3694.54,4637.81,3761.06,8161.96,3067.67,4125.24,4051.8,,
+04/05/2017,,0,-33.36,-94.61,-117.6,,-109.8,,-95.75,-96.54,,0.25,3693.35,4638.64,3759.77,8160.98,3056.94,4128.05,4056.88,,
+05/05/2017,,,-33.28,-94.61,-117.79,,-109.84,-91.65,-94.4,-96.67,-102.36,1.19,3693.24,4629.17,3760.24,8160.26,3066.52,4124.41,4049.17,,
+06/05/2017,,,-33.28,-94.61,-117.8,,-109.84,-91.65,-94.39,-96.67,-102.36,0.54,3214.33,4028.36,3191.69,7056.58,2675.77,3461.87,3525.3,,
+07/05/2017,0,0,-33.28,-94.61,-117.8,,-109.84,-91.65,-94.39,-96.67,-102.36,0.72,3223.22,4038.84,3242.45,6420.24,2676.17,3535.92,3536.6,,
+08/05/2017,,0,-33.28,-94.61,-117.8,,-109.84,-91.65,-94.39,-96.67,-102.36,0.94,3538.26,4427.46,3603.82,7824.1,2937.74,3951.68,3878.6,,
+09/05/2017,5,,-33.28,-94.61,-117.79,,-109.84,-91.65,-94.39,-96.67,-102.36,0.43,3380.9,4226.72,3446.46,7480.8,2807.6,3777.23,3705.84,,
+10/05/2017,0,0,-33.28,-94.61,-117.73,,-109.84,-91.65,-94.2,-96.67,-102.36,0.83,3684.46,4518.04,3757.93,8160.16,3062.12,4120.6,4034.56,,
+11/05/2017,0,0,-33.28,-94.61,-115.43,,-109.84,-91.65,-94.2,-96.67,-102.36,1.94,3535.99,3974.22,3291.62,6804.29,2553.08,3437.21,3359.41,,
+12/05/2017,0,0,-33.28,-94.61,-115.24,,-109.84,-91.65,-94.2,-96.67,-102.36,1.62,2763.43,3263.87,2817.94,6117.95,2294.03,3090.02,3021.44,,
+13/05/2017,0,0,-33.28,-94.66,-115.24,,-109.86,-91.65,-94.16,-96.7,-102.64,1.73,3660.84,4337.89,3745.04,8137.08,3043.87,4106.34,4003.06,,
+14/05/2017,0,0,,-94.66,-115.24,,-109.86,-91.65,-94.16,-96.7,-104.39,711.65,2148.37,2529.65,2189.23,4754.88,1780.67,2401.02,2327.08,,
+15/05/2017,1,,,-94.71,-115.24,,-109.89,-91.65,-94.16,-96.76,-104.48,1058.11,3378.1,3972.24,3441.67,7474.36,2801.52,3775.18,3643.49,,
+16/05/2017,0,0,,-94.71,-115.25,,-109.89,-91.65,-94.16,-96.76,-104.9,1093.14,3529.51,4145.65,3597.7,7812.76,2933.75,3946.61,3805.96,,
+17/05/2017,0,0,,-94.71,-115.31,,-109.89,-91.65,-94.16,,-104.9,1073.27,3527.78,4140.61,3597.98,7813.51,2939.58,3938.87,3802.46,,
+18/05/2017,0,0,,-94.64,-115.31,,-109.89,-91.65,-94.16,,-104.9,1109.2,3682.15,4321.87,3756.13,8158.93,3075.55,4097.27,3966.16,,
+19/05/2017,,,-34.75,-94.64,-115.31,-98.56,-100.58,-90.46,-94.09,,-104.9,485.1,3529.19,4137.77,3598.96,7821.25,2946.46,3929.26,3803.11,,
+20/05/2017,,,-33.58,-94.64,-115.31,-98.02,-100.34,-90.46,-94.27,,-104.29,1.66,3678.55,4309.24,3756.35,8158.1,3070.37,4120.09,3816.79,,
+21/05/2017,0,0,-33.47,-94.64,-115.36,-98.02,-100.34,-90.36,-94.09,,-103.28,0.83,2146.36,2513.7,2189.23,4759.42,1787.54,1894.61,2332.22,,
+22/05/2017,0,0,-33.41,-94.79,-115.46,-98.02,-100.34,-90.36,-94.06,,-103.2,1.08,3525.05,4121.5,3596.72,7818.8,2937.1,3950.96,3827.95,,
+23/05/2017,0,0,-33.38,-94.79,-115.48,-98.03,-100.34,-90.36,-93.84,,-103.2,1.33,3671.71,4291.13,3747.42,8150.8,3062.27,4112.5,3990.56,,
+24/05/2017,0,0,-33.37,-94.79,-115.49,-98.04,-100.37,-90.36,-94.06,,-103.2,1.66,3672.29,4285.44,3747.67,8150.33,3061.22,4110.37,3989.59,,
+25/05/2017,0,0,-33.37,-94.63,-115.52,-98.05,-100.37,-90.36,-94.06,,-103.24,1.76,3524.65,4108.46,3597.8,7820.82,2938,3944.84,3825.22,,
+26/05/2017,0,0,-33.36,-94.61,-115.54,-98.07,-100.38,-90.36,-94.23,,-103.25,1.87,3676.86,4284.07,3753.5,8158.57,3066.37,4114.55,3986.96,,
+27/05/2017,0,0,-33.36,-94.6,-115.59,-98.07,-100.39,-90.37,-94.3,,-103.28,1.3,3217.57,3743.78,3283.13,7137.65,2683.19,3428.17,3318.44,,
+28/05/2017,0,0,-33.36,-94.6,-115.62,-98.1,-100.41,-90.38,-94.3,,-103.32,0.79,2299.14,2672.86,2346.55,5099.36,1916.03,2560.57,2486.88,,
+29/05/2017,0,0,-33.36,-94.6,-115.63,-98.11,-100.42,-90.38,-94.34,,-103.34,1.73,3676.28,4275.07,3752.5,8156.48,3058.63,3225.1,3975.59,,
+30/05/2017,0,0,-33.35,-94.61,-115.65,-98.12,-100.42,-90.38,-94.3,,-103.37,1.37,3215.45,3738.42,3283.63,7135.85,2667.71,3598.63,3475.12,,
+31/05/2017,0,0,-33.36,-94.61,-115.72,-98.13,-100.44,-90.39,-94.34,,-103.43,1.62,3523.79,4089.46,3596.22,7817.94,2916.61,3947.4,3808.94,,
+01/06/2017,0,0,-33.37,-94.63,-115.76,-98.14,-100.45,-90.39,-94.34,,-103.47,457.09,3523.75,4085.96,3594.1,7812.25,2910.89,3943.04,3797.75,,
+02/06/2017,0,0,,-94.65,-115.77,-98.14,-100.46,-90.39,-94.34,,,750.42,2299.64,2661.01,2343.46,5094.25,1899.86,2569.28,2466.22,,
+03/06/2017,0,0,,-94.65,-115.77,-98.16,-100.46,-90.4,-94.24,,,892.22,2454.19,2835.32,2499.8,5432.18,2027.88,2740.25,2628.25,,
+04/06/2017,0,0,,-94.65,-115.76,-98.16,-100.47,-90.4,-94.43,,,683.71,2149.49,2478.28,2187.76,4755.56,1776.82,2399.15,2297.84,,
+05/06/2017,0,0,-39.2,-94.65,-115.43,-98.16,-100.47,-90.41,-94.3,,,431.17,3071.48,3486.35,3128.04,6795.47,2540.84,3426.59,3122.21,,
+06/06/2017,0,0,-39.2,-94.65,-115.09,-98.16,-100.47,-90.41,-94.21,,-103.25,2.7,3686.72,4120.27,3754.12,8158.93,3044.3,4113.54,3576.64,,
+07/06/2017,,0,-39.2,-94.65,-115.03,-98.16,-100.47,-90.41,-94.3,,-103.25,60.59,3069,3433.57,3126.02,6797.23,2527.67,3423.78,2997.04,,
+08/06/2017,0,0,,-94.58,-115.03,-98.16,-100.47,-90.41,-94.35,,-103.25,1223.78,3668.54,4218.59,3736.84,8136.61,2991.31,4086.58,3533.65,,
+09/06/2017,0,0,,-94.51,-115.03,-98.17,-100.48,-90.42,-94.32,,-103.65,1117.33,3686.15,4211.17,3748.1,8150,3032.32,4098.96,3545.6,,
+10/06/2017,0,0,,-94.51,-115.15,-98.21,-100.51,-90.43,-94.35,,-103.73,986.9,3377.38,3852.72,3435.66,7805.48,2915.32,3926.23,3390.62,,
+11/06/2017,0,0,,-94.58,-115.16,-98.22,-100.51,-90.44,-94.35,,-103.83,707.11,2456.35,2797.45,2500.09,5432.33,2031.48,2731.86,2209.79,,
+12/06/2017,0,0,,-94.58,-115.2,-98.22,-100.52,-90.45,-94.35,,-103.87,1011.46,3528.07,4012.96,3591.9,7805.99,2922.77,3924.97,3384.22,,
+13/06/2017,0,0,,-94.6,-115.23,-98.23,-100.52,-90.46,-94.35,,-103.87,1051.74,3678.26,4184.46,3748.64,8147.16,3050.14,4095.58,3527.86,,
+14/06/2017,0,0,,-94.62,-115.33,-98.23,-100.52,-90.47,-94.38,,-103.9,437.15,3524.87,4006.76,3593.27,7810.06,2921.72,3925.51,3373.13,,
+15/06/2017,0,0,,-94.63,-115.38,-98.23,-100.52,-90.47,-94.43,,-103.93,550.62,3676.28,4176.97,3749.4,7807.1,2914.31,3924.22,3379.86,,
+16/06/2017,0,0,,-94.63,-115.41,-98.23,-100.52,-90.47,-94.44,,-103.93,1071.94,3526.27,3828.02,3437.68,7472.88,2793.96,3755.45,3233.74,,
+17/06/2017,0,0,,-94.67,-115.59,-98.22,-100.51,-90.47,-94.44,,-104.02,997.74,3521.05,3995.1,3589.2,7466.11,2792.41,3749.51,3225.35,,
+18/06/2017,0,0,,-94.67,-115.59,-98.22,-100.51,-90.47,-94.5,,-104.26,635.76,2144.81,2430.58,2186.57,4754.3,1778.18,2387.05,2053.22,,
+19/06/2017,0,0,,-94.67,-115.59,-98.22,-100.51,-90.47,-94.5,,-104.26,965.16,3520.84,3988.08,3589.6,7807.28,2921.8,3917.95,3369.64,,
+20/06/2017,0,0,,-94.69,-115.59,-98.22,-100.51,-90.47,-94.5,,-104.26,918.61,3367.91,3804.84,3433.03,7468.52,2796.62,3577.54,3075.41,,
+21/06/2017,0,0,-34.9,-94.73,-115.59,-98.29,-100.6,-90.47,-94.57,,-104.26,208.91,1988.78,2245.97,2029.82,4414.54,1651.64,2213.06,1904,,
+22/06/2017,0,0,-34.23,-94.73,-115.59,-98.29,-100.6,-90.55,-94.57,,-104.26,1.51,3212.5,3626.57,3278.92,7129.91,2663.75,3575.09,3079.91,,
+23/06/2017,0,0,-34.23,-94.73,-115.67,-98.29,-100.6,-90.55,-94.57,,-104.26,1.73,3658.28,4134.71,3735.83,8133.26,2904.05,3904.06,3371.22,,
+24/06/2017,0,0,-34.23,-94.73,-115.59,-98.29,-100.6,-90.55,-94.57,,-104.21,368.42,2876.58,3263.62,2939.22,6410.38,2380.79,2868.88,2479.18,,
+25/06/2017,0,0,,-94.75,-115.59,-98.27,-100.6,-90.55,-94.57,,-104.21,660.53,1967.72,2233.91,2010.13,4387.21,1627.99,2193.44,1884.82,,
+26/06/2017,0,0,,-94.84,-115.61,-98.27,-100.61,-90.52,-94.63,,-104.21,874.55,3027.78,3430.44,3093.01,6750.83,2502.61,3373.99,2894.94,,
+27/06/2017,0,0,,-94.84,-115.67,-98.27,-100.61,-90.52,-94.63,,-104.26,1010.59,3633.26,4104.68,3710.12,8103.06,2878.99,3881.95,3324.49,,
+28/06/2017,,,,-94.84,-115.74,-98.27,-100.61,-90.52,-94.63,,-104.76,913.82,3328.27,3758.76,3399.88,7427.66,2751.26,3711.49,3174.98,,
+29/06/2017,0,,,-94.84,-115.74,-98.27,-100.61,-90.52,-94.63,,-104.76,949.28,3481.27,3924.54,3399.95,7426.8,2759.04,3712.21,3170.74,,
+30/06/2017,,,,-94.84,-115.74,-98.27,-100.61,-90.52,-94.63,,-104.76,946.12,3482.06,3922.74,3556.33,7766.96,2885.18,3880.26,3312.22,,
+01/07/2017,,,,-94.84,-115.75,-98.35,-100.61,-90.52,-94.63,,-104.76,944.5,3479.18,3748.25,3400.85,7427.02,2763.36,3709.69,3022.52,,
+02/07/2017,0,0,,-94.84,-115.89,-98.35,-100.61,-90.52,-94.63,,-104.76,736.38,2872.91,2717.86,2472.41,5397.3,2009.92,2696.87,2298.17,,
+03/07/2017,0,0,,-95.24,-115.89,-98.35,-100.61,-90.52,-94.63,,-104.76,938.38,3478.43,3901.46,3554.1,7761.2,2887.56,3875.83,3301.16,,
+04/07/2017,0,0,,-95.24,-115.89,-98.35,-100.61,-90.52,-94.63,,-104.76,977.98,3627.68,4066.02,3708.18,8095.28,3010.32,4042.76,3440.84,,
+05/07/2017,0,0,,-95.24,-115.89,-98.35,-100.61,-90.52,-94.63,,-104.76,975.56,3625.02,4063.21,3705.73,8089.31,3002.62,4039.85,3438.04,,
+06/07/2017,0,0,,-95.24,-115.89,-98.35,-100.61,-90.52,-94.63,,-104.76,851.51,3175.13,3554.93,3247.24,7086.1,2625.7,3539.02,3009.38,,
+07/07/2017,0,0,,-95.24,-116.15,-98.35,-100.61,-90.52,-94.63,,-104.76,972.68,3625.85,4058.64,3709.37,8095,2992.46,4041.94,3434.44,,
+08/07/2017,0,0,,-95.24,-116.17,-98.35,-100.61,-90.52,-94.63,,-104.76,809.1,3019.03,3378.74,3089.34,6742.87,2489.11,3366.22,2717.14,,
+09/07/2017,0,0,,-95.24,-116.17,-98.35,-100.61,-90.52,-94.63,,-104.76,404.1,1507.93,1688.18,1543.54,3370.68,1241.21,1682.35,1426.28,,
+10/07/2017,0,0,,-95.24,-116.15,-98.35,-100.61,-90.52,-94.63,,-105.28,927,3474.18,3880.8,3554.39,7760.27,2856.6,3876.19,3274.06,,
+11/07/2017,0,0,,-95.24,-116.15,-98.35,-100.61,-90.52,-94.63,,-105.28,924.7,3472.2,3875.44,3554.71,7760.7,2855.92,3874.32,3275.93,,
+12/07/2017,0,0,,-95.24,-116.12,-98.35,-100.61,-90.52,-94.63,,-105.28,762.41,2866.68,3200.26,2934.86,6410.41,2360.7,3199.97,2706.05,,
+13/07/2017,0,0,,-95.24,-116.12,-98.35,-100.61,-90.52,-94.63,,-105.28,922.5,3470.36,3869.03,3555.97,7763.69,2863.08,3876.48,3275.03,,
+14/07/2017,0,0,,-95.24,-116.13,-98.35,-100.61,-90.52,-94.63,,-105.28,962.68,3615.98,4029.08,3704.62,8093.3,2984.9,4040.14,3418.24,,
+15/07/2017,0,,,-95.24,-116.13,-98.35,-100.61,-90.52,-94.63,,-105.28,757.08,2696.36,3002.04,2753.53,6024.24,2225.84,3007.01,2539.19,,
+16/07/2017,0,0,,-95.24,-116.08,-98.35,-100.61,-90.52,-94.63,,-105.28,239.65,605.09,500.29,464.08,1012.39,372.1,505.8,426.2,,
+17/07/2017,0,0,,-95.54,-116.06,-98.49,-100.7,-90.52,-94.44,,-104.4,414.68,3638.66,3999.28,3709.84,8086.36,2984.58,4040.06,3407.29,,
+18/07/2017,0,0,-34.8,-95.54,-116.06,-98.49,-100.7,-90.52,-94.44,,-104.4,1.69,3638.38,3994.63,3710.7,8085.85,2985.41,4040.57,3434.8,,
+19/07/2017,0,0,-34.3,-95.54,-116.06,-98.49,-100.7,-90.52,-94.44,,-104.4,1.55,3635.5,3989.27,3707.39,8080.13,2979.54,4036.79,3432.82,,
+20/07/2017,0,0,-33.8,-95.54,-116.11,-98.49,-100.7,-90.52,-94.44,,-104.4,1.22,3180.24,3488.11,3243.92,7070.18,2604.78,3531.56,3008.27,,
+21/07/2017,0,0,-33.8,-95.54,-116.11,-98.49,-100.7,-90.52,-94.44,,-103.89,1.98,3028.07,3319.63,3091.1,6736.07,2480.51,3366.76,2873.99,,
+22/07/2017,0,0,-33.8,-95.54,-116.11,-98.49,-100.7,-90.52,-94.44,,-103.89,1.84,3025.48,3149.53,2933.71,6398.6,2353.72,3028.79,2582.42,,
+23/07/2017,0,0,-33.8,-95.54,-116.11,-98.49,-100.7,-90.52,-94.44,,-103.89,201.17,1663.88,1822.82,1699.56,3704.76,1361.7,1851.19,1576.94,,
+24/07/2017,0,,,-95.54,-116.11,-98.49,-100.7,-90.52,-94.44,,-104.39,1059.19,3627.65,3971.99,3705.37,8078.18,2980.01,4037.98,3415.14,,
+25/07/2017,,8,,-95.54,-116.11,-98.49,-100.7,-90.52,-94.44,,-104.74,849.49,3174.41,3469.72,3241.98,7066.08,2617.24,3532.03,2980.3,,
+26/07/2017,,,,-95.54,-116.1,-98.49,-100.7,-90.52,-94.44,,-104.74,826.78,3173.51,3464.53,3241.15,7737.7,2623.46,3528,2969.32,,
+27/07/2017,,,,-95.53,-115.98,-98.56,-100.92,-90.52,-95.07,,-104.74,743.15,3328.52,3625.85,3394.76,7739.82,2728.94,3671.42,2949.19,,
+28/07/2017,0,0,-35.02,-95.53,-115.94,-98.56,-100.92,-90.77,-95.07,,-104.74,0.68,2270.52,2470.93,2318.47,4715.32,1741.64,2336.58,1976.72,,
+29/07/2017,,0,-34.52,-95.53,-115.94,-98.56,-100.92,-90.77,-95.07,,-104.44,0.72,1663.7,1811.34,1700.24,4375.55,1370.12,1835.17,1553.76,,
+30/07/2017,0,0,-34.52,-95.53,-115.98,-98.56,-100.92,-90.77,-95.07,,-104.34,0.83,1812.49,1973.05,1852.99,5043.53,1493.53,1999.4,1695.64,,
+31/07/2017,0,0,-34.02,-95.55,-115.98,-98.56,-100.92,-90.77,-95.07,,-104.34,1.66,3475.08,3777.12,3551.58,8068.43,2862.58,3831.62,3250.91,,
+01/08/2017,0,0,-34.02,-95.55,-116.07,-98.56,-100.92,-90.77,-95.07,,-104.34,4.43,3325.07,3609.86,3400.38,8070.19,2739.67,3667.61,3110.9,,
+02/08/2017,0,0,-34.02,-95.55,-116.07,-98.56,-100.92,-90.77,-95.07,,-104.34,1.51,3322.91,3604.5,3398.18,7399.26,2735.46,3667.54,3112.56,,
+03/08/2017,0,0,-34.02,-95.55,-116.07,-98.56,-100.92,-90.77,-95.07,,-104.34,1.66,3472.96,3763.94,3554.14,7737.37,2855.41,3667.75,3124.08,,
+04/08/2017,0,0,-35.85,-95.63,-116.09,-98.56,-100.92,-90.77,-95.07,,-104.34,415.37,3017.27,3107.74,2937.78,7731.83,2354.44,3165.95,2704.03,,
+05/08/2017,0,0,,-95.75,-116.09,-98.56,-100.92,-90.77,-95.07,,-104.34,785.56,2713.39,2939.94,2782.69,7055.35,2230.78,2998.48,2548.87,,
+06/08/2017,0,0,,-95.77,-116.2,-98.56,-100.92,-90.77,-95.07,,-104.85,393.62,1356.77,1468.94,1391.54,5379.8,1113.55,1499.29,1271.27,,
+07/08/2017,0,0,,-95.77,-116.44,-98.56,-100.92,-90.77,-95.07,,-105.36,657.68,2563.52,2782.51,2628.76,6047.39,2099.74,2833.85,2395.55,,
+08/08/2017,0,0,,-95.77,-116.6,-98.56,-100.92,-90.77,-95.07,,-105.36,809.14,3162.92,3437.06,3244.36,7388.71,2586.92,3497.62,2952.54,,
+09/08/2017,0,0,,-95.77,-116.6,-98.56,-100.92,-90.77,-95.07,,-105.36,922.18,3616.99,3927.1,3708.97,8061.8,2958.59,3999.49,3369.78,,
+10/08/2017,0,0,,-95.79,-116.6,-98.56,-100.92,-90.77,-95.07,,-105.36,689.8,2710.66,2942.42,2780.06,6047.24,2217.53,2998.48,2526.7,,
+11/08/2017,0,0,,-95.95,-116.62,-98.69,-101.04,-90.77,-95.2,,-105.6,687.17,2710.94,2939.36,2780.78,6051.56,2220.48,2999.59,2525.15,,
+12/08/2017,,,,-95.95,-116.62,-98.69,-101.04,-90.86,-95.2,,-105.6,914,3616.27,3919.14,3707.86,8068.32,2967.66,3055.43,3365.53,19,
+13/08/2017,0,0,,-95.95,-116.64,-98.69,-101.04,-90.86,-95.2,,-105.6,644.62,2564.64,2786.44,2627.42,7392.02,2097,0,2382.73,,
+14/08/2017,0,0,,-95.95,-116.64,-98.69,-101.04,-90.86,-95.2,,-105.6,796.25,3165.98,3442.97,3244.57,7726.97,2588.83,538.88,2942.21,,
+15/08/2017,0,0,,-95.95,-116.65,-98.69,-101.04,-90.86,-95.2,,-105.6,454.07,1803.28,1959.01,1852.16,4026.46,1481,2145.02,1676.99,,
+16/08/2017,0,0,,-95.95,-116.65,-98.69,-101.04,-90.86,-95.2,,-105.6,870.05,3454.34,3742.02,3548.81,7715.74,2842.09,4092.62,3210.23,,
+17/08/2017,0,0,,-96.32,-116.65,-98.69,-101.04,-90.86,-96.24,,-105.6,870.55,3450.38,3733.2,3546.58,7378.09,2846.05,4083.01,3208.18,,
+18/08/2017,0,0,-35.62,-96.32,-116.65,-98.69,-101.04,-90.86,-97.36,,-105.6,370.87,3604.21,3888.5,3706.81,8055.97,2974.1,4257.43,3360.31,,
+19/08/2017,0,0,-35.12,-96.32,-116.65,-98.69,-101.04,-90.86,-97.36,,-105.6,1.22,2549.81,2748.1,2624.69,5704.09,2104.09,3010.21,2390.9,,
+20/08/2017,0,0,-34.62,-96.32,-116.65,-98.69,-101.04,-90.86,-97.36,,-105.6,1.08,2249.82,2420.39,2162.27,4700.02,1854.61,2478.24,1971.22,,
+21/08/2017,0,0,-34.62,-96.32,-116.65,-98.69,-101.04,-90.86,-97.36,,-105.6,2.59,3596.36,3866.58,3703.86,8050.97,2962.91,4241.48,3376.04,,
+22/08/2017,0,0,-34.62,-96.32,-116.68,-98.69,-101.04,-90.86,-97.36,,-105.6,1.91,3594.42,3857.72,3704.29,8048.45,2960.57,4235.69,3375.68,,
+23/08/2017,0,0,-34.62,-96.32,-116.72,-98.69,-101.04,-90.86,-97.36,,-105.6,0.83,3445.7,3689.46,3554.03,7719.12,2836.51,4059.47,3237.3,,
+24/08/2017,0,0,-34.62,-96.32,-116.74,-98.69,-101.04,-90.86,-97.36,,-105.6,260.17,3591.65,3839.47,3703.68,8049.06,2955.53,4233.24,3371.76,,
+25/08/2017,0,0,,-96.32,-116.76,-98.69,-101.04,-90.86,-97.36,,-105.6,955.22,3588.62,3833.6,3700.62,8040.64,2956.5,4231.08,3342.53,,
+26/08/2017,0,0,,-96.32,-116.8,-98.69,-101.04,-90.86,-97.36,,-105.6,861.05,3439.62,3666.13,3548.45,7705.44,2836.94,4054.25,3185.6,,
+27/08/2017,0,0,,-96.32,-116.8,-98.69,-101.04,-90.86,-97.36,,-105.6,669.74,2544.01,2707.49,2624.4,5697.36,2098.22,2996.6,2217.31,,
+28/08/2017,0,0,,-96.32,-116.84,-98.69,-101.04,-90.86,-97.35,,-105.6,853.42,3439.04,3654.97,3547.73,7703.82,2837.12,4051.51,3180.28,,
+29/08/2017,0,0,,-96.32,-116.85,-98.69,-101.04,-90.86,-97.35,,-105.6,852.23,3436.34,3648.89,3544.88,7699.5,2835.79,4050.04,3172.72,,
+30/08/2017,0,0,-35.8,-96.32,-116.85,-98.69,-101.04,-90.86,-97.35,,-105.6,363.49,3583.04,3797.21,3700.48,8037.9,2955.42,4226,3317.72,,
+31/08/2017,0,0,-35.51,-96.32,-116.84,-98.75,-101.11,-90.86,-97.35,,-105.2,1.58,3445.85,3651.23,3555.14,7706.88,2798.53,4052.7,3197.81,,
+01/09/2017,18,,-35.01,-96.32,-116.84,-98.75,-101.11,-91,-97.35,,-105.2,1.66,3421.73,3644.14,3548.45,7716.71,2789.93,4051.55,3203.68,,
+02/09/2017,22,,-35.01,-96.35,-116.81,-98.79,-101.11,-91,-97.35,,-105.2,7.45,3565.94,3804.7,3699.07,8054.75,2915.35,4218.34,3343.39,,
+03/09/2017,,,-34.9,-96.37,-116.81,-98.89,-101.27,-91,,,,0.65,2392.27,2530.3,2464.74,5371.31,1946.2,2805.91,2230.74,,
+04/09/2017,0,0,-34.9,-96.41,-116.9,-98.89,-101.28,-91.08,,,,0.72,3595.64,3791.84,3698.71,8061.59,2930.76,4211.89,3347.24,,
+05/09/2017,,0,-34.9,-96.41,-116.91,-98.89,-101.28,-91.11,,,,0.97,3593.99,3777.08,3699.22,8055.58,2943.07,4209.41,3342.46,,
+06/09/2017,0,0,-34.9,-96.41,-116.91,-98.89,-101.28,-91.11,-95.59,,-105.3,1.58,3592.51,3772.44,3698.24,8051.98,2942.46,4209.55,3339.11,,
+07/09/2017,0,0,-34.91,-96.41,-116.93,-98.89,-101.28,-91.11,-95.59,,-104.71,7.42,3443.87,3613.43,3544.49,7716.38,2823.05,3712.46,3199.14,,
+08/09/2017,0,0,-35.22,-96.53,-116.94,-98.47,-101.3,-91.11,-95.59,-96.37,-104.71,10.44,3592.94,3762.79,3024.61,8051.62,2943.5,4211.28,3335.11,,
+09/09/2017,,0,-35.22,-96.67,-116.96,-98.47,-101.3,-91.11,-95.6,-96.37,-104.71,2.45,3590.53,3783.06,3606.08,8038.15,2933.1,4206.46,3322.55,,
+10/09/2017,,,-35.22,-96.67,-116.96,-98.47,-101.3,-91.1,-95.6,-96.37,-105.24,67.75,2183.54,3840.84,3664.91,8052.52,2917.3,4208.22,3317.15,,
+11/09/2017,,,,-96.67,-116.94,-98.62,-101.33,-91.06,,-96.42,,742.61,2990.81,3183.05,3053.63,6705.47,2419.85,3500.14,2746.98,,
+12/09/2017,,0,,-96.21,-116.81,-98.62,-101.35,-91.06,,-96.57,,869.26,3589.92,3801.38,3666.74,8050,2924.82,4202.57,3292.56,,
+13/09/2017,,0,,-95.88,-116.8,-98.62,-101.35,-90.76,,-96.59,,613.44,2933.21,3783.92,3673.58,8048.88,2923.96,4197.38,3294.11,,
+14/09/2017,,0,,-95.88,-116.8,-98.62,-101.35,-90.76,,-96.59,,73.66,1857.89,3785.62,3679.38,8050.97,2928.64,4197.78,3312.14,,
+15/09/2017,,0,,-95.66,-116.8,-98.62,-101.35,-90.76,,-96.59,,314.93,1251.97,3781.58,3676.25,8042.47,2926.87,4196.41,3301.31,,
+16/09/2017,,,-36.05,-95.11,-116.8,-98.62,-101.35,-90.76,,-96.59,,582.98,3152.88,3606.84,3522.6,7704.25,2799.25,4019.47,3159.61,,
+17/09/2017,,,-37.45,-94.57,-116.93,,-101.35,-90.76,,,,0,0,0,0,0,0,0,0,,
+18/09/2017,13,0,-42.18,-96.47,-116.97,,-101.42,,-95.68,,,0,0,0,0,0,0,0,0,,
+19/09/2017,,5,-42.18,-96.47,-116.99,-98.95,-101.42,,-95.68,-96.5,-105.58,181.51,990.18,2027.81,1993.1,4353.95,1589.51,2271.96,1777.72,,
+20/09/2017,0,0,-39.82,-95.52,-116.98,-98.95,-101.42,-91.22,-95.68,-96.5,-105.58,612.47,2981.77,3745.84,3674.27,8024.58,2910.42,4192.88,3284.68,,
+21/09/2017,,0,-37.45,-96.47,-116.97,-98.95,-101.42,-91.22,-95.68,-96.5,-105.58,835.34,3590.39,3713.04,3677.04,8031.89,2924.86,4189.82,3265.27,,
+22/09/2017,,0,-36.46,-96.47,-116.93,-98.95,-101.42,-91.22,-95.68,-96.5,-105.58,286.85,1303.24,3722.44,3678.23,8031.13,2928.53,4189.46,3272.4,,
+23/09/2017,0,0,-36.46,-96.55,-116.93,-98.95,-101.42,-91.22,-95.68,-96.5,-105.58,0.18,3587.47,3707.68,3679.7,8032.93,2917.04,4185.86,3284.24,,
+24/09/2017,0,0,-36.46,-96.55,-116.93,-99.11,-101.42,-91.22,-95.25,-96.5,-104.87,60.34,1824.7,3719.27,3677.15,8038.98,2900.12,4195.19,3289.1,,
+25/09/2017,,0,,-96.81,-116.95,-99.11,-101.42,-91.24,-95.25,-96.78,-104.87,857.16,3591.97,3706.96,3672.22,8038.3,2890.98,4197.71,3272.9,,
+26/09/2017,0,0,,-96.81,-116.95,-99.11,-101.42,-91.24,-95.25,-96.78,-104.87,840.1,3593.81,3695.83,3673.04,8037.07,2894.04,4198.39,3263.47,,
+27/09/2017,0,0,,-96.81,-116.95,-99.11,-101.42,-91.24,-95.25,-97.44,-104.87,840.1,3590.75,3692.41,3667.1,8020.22,2895.59,4193.14,3256.31,,
+28/09/2017,0,0,,-96.68,-116.9,-99.11,-101.42,-91.24,-95.25,-97.44,-104.87,837.86,3587.9,3678.95,3674.66,8029.08,2903.44,4194.79,3265.67,,
+29/09/2017,0,0,-36.39,-96.68,-116.9,-99.11,-101.42,-91.24,-95.25,-97.44,-104.87,189,3292.67,3675.67,3688.99,8037.54,2913.59,4197.1,3273.84,,
+30/09/2017,,0,-35.89,-96.68,-116.9,-99.11,-101.42,-91.24,-95.25,-97.44,-104.87,0.43,3592.98,3666.67,3687.77,8040.02,2919.1,4197.71,3276.47,,
+01/10/2017,,0,-35.89,-96.69,-117.02,-99.11,-101.42,-91.24,-95.25,-97.44,-104.87,0,3589.63,3657.17,3683.09,8037.32,2918.59,4195.73,3274.16,,
+02/10/2017,,0,-35.89,-96.69,-117.04,-99.11,-101.42,-91.24,-95.25,-97.44,-104.87,0,449.14,456.41,460.4,1004.72,364.86,524.7,409.07,,
+03/10/2017,,0,-35.89,-96.69,-117.06,-99.11,-101.42,-91.24,-95.25,-97.44,-104.87,0.36,2092.72,2125.37,2146.5,4688.17,1702.01,2448.61,1904.76,,
+04/10/2017,,0,-35.89,-96.51,-117.12,-98.39,-101.42,-91.24,-95.25,-97.44,-104.87,14,2673.65,3643.78,3676.57,8035.52,2916.43,4197.13,3263.11,,
+05/10/2017,0,0,-35.89,-96.51,-117.12,-98.39,-101.42,-91.24,-95.25,-97.44,-104.87,12.38,2961.97,3491.32,3528.79,7701.84,2793.31,4022.32,3128.83,,
+06/10/2017,,,-35.89,-96.33,-117.12,-98.39,-101.42,-91.24,-95.25,-97.44,-104.87,45.07,2839.28,3660.26,3685.07,8037.54,2914.81,4196.74,3263.22,,
+07/10/2017,0,0,-36.11,-96.51,-117.25,-98.39,-101.42,-91.24,-95.25,-97.44,-104.87,14.08,3581.1,3642.62,3687.12,8031.82,2913.8,4192.67,3250.69,,
+08/10/2017,0,0,-36.61,-96.33,-117.29,-98.39,-101.42,-91.24,-95.25,-97.44,-104.87,50.51,887.87,3660.16,3692.84,8034.08,2910.53,4195.37,3251.27,,
+09/10/2017,0,0,-37.08,-96.85,-117.29,-98.39,-101.42,-91.24,-95.25,-97.44,-104.87,323.53,3553.99,3641.4,3688.2,8031.71,2899.94,4193.21,3240.25,,
+10/10/2017,0,,-37.08,-96.84,-117.29,-98.39,-101.42,-91.24,-95.25,-97.44,-104.87,229.97,2236,3641.08,3686.26,8031.64,2904.55,4193.57,3236.72,,
+11/10/2017,,0,-37.08,-96.84,-117.29,-98.39,-101.42,-91.24,-95.25,-97.44,-104.87,164.59,3582.18,3625.56,3688.27,8036.1,2907.68,4194.68,3235.14,,
+12/10/2017,0,0,-36.54,-96.84,-117.27,-98.39,-101.42,-91.24,-95.25,-97.44,-104.87,0.36,3303.04,3621.64,3688.2,8036.35,2910.49,4195.55,3238.2,,
+13/10/2017,,0,-36.54,-96.84,-117.27,-98.39,-101.42,-91.24,-95.25,-97.44,-104.87,18.79,2732.47,3620.41,3685.07,8030.84,2906.68,4193.28,3237.95,,
+14/10/2017,,0,-36.54,-96.81,-117.27,-98.39,-101.42,-91.24,-95.25,-97.44,-104.87,0.29,3551.65,3609.29,3684.35,8030.52,2905.6,4190.9,3233.92,,
+15/10/2017,0,0,-36.54,-96.81,-117.27,-98.39,-101.42,-91.24,-95.25,-97.44,-104.87,0.18,3549.42,3603.53,3681.76,8028.36,2906.64,4189.1,3226.03,,
+16/10/2017,0,0,-36.54,-96.68,-117.39,-98.39,-101.42,-91.24,-95.25,-97.44,-104.87,19.58,2317.57,3615.01,3683.77,8028.65,2906.53,4191.37,3225.56,,18
+17/10/2017,,0,-36.04,-96.57,-117.4,-98.39,-101.42,-91.24,-95.25,-97.44,-104.87,0.29,3582.14,3606.48,3682.73,8028.72,2900.2,4189.82,3223.15,,
+18/10/2017,,,-36.04,-96.57,-117.43,-98.39,-101.42,-91.24,-95.25,-97.44,-104.87,0.32,2785.54,3608.24,3683.66,8032.86,2908.4,4190.8,3222.65,,
+19/10/2017,,,-36.04,-96.57,-117.41,-98.39,-101.42,-91.24,-95.25,-97.44,-104.87,0.18,1958.69,3606.8,3683.38,8034.37,2905.42,4190.76,3220.88,,
+20/10/2017,,,-36.04,-96.57,-117.43,-98.39,-101.42,-91.24,-95.25,-97.44,-104.87,0.22,2802.17,3594.38,3681.18,8030.66,2902.54,4187.77,3215.63,,
+21/10/2017,,0,-36.04,-96.41,-117.45,-98.89,-101.42,-91.24,-95.25,-97.44,-104.87,0.14,2922.3,3587.76,3683.12,8031.42,2897.39,4187.16,3211.34,,
+22/10/2017,,,-36.04,-96.81,-117.43,-99.39,-101.42,-91.24,-95.25,-97.44,-104.87,0,2386.33,2387.92,2454.48,5353.74,1929.46,2790.43,2138.8,,
+23/10/2017,0,,-36.04,-96.89,-117.43,,-101.42,-91.24,-95.25,,,0,0,0,0,0,0,0,0,,
+24/10/2017,0,0,-36.04,-96.89,-117.43,,-101.61,,-96.03,,,0,0,0,0,0,0,0,0,,
+25/10/2017,0,0,-36.04,-95.89,-117.43,-98.81,-101.61,,-96.03,-97.8,-104.7,0.18,1637.1,1635.44,1685.09,3679.81,1317.78,1911.38,1485,,
+26/10/2017,0,0,-36.04,-96.39,-117.43,-98.81,-101.61,,-96.03,-97.83,-104.7,0.18,3577.64,3563.24,3679.78,8030.99,2883.02,4171.64,3241.33,,
+27/10/2017,0,0,-36.04,-96.89,-117.43,-98.81,-101.61,,-96.03,-97.85,-104.7,0.07,2786.72,3570.91,3680.1,8031.17,2884.46,4171.5,3241.51,,
+28/10/2017,0,0,-36.04,-95.89,-117.38,-98.81,-101.61,,-96.03,-97.85,-104.7,1.3,3577,3557.38,3678.52,8030.16,2884.79,4170.31,3238.06,,
+29/10/2017,,0,-36.04,-97.13,-117.38,-98.81,-101.61,,-96.03,-97.85,-104.7,25.16,3722.76,3701.52,3830.04,8360.21,3006.72,4341.71,3369.96,,
+30/10/2017,,0,-36.04,-97.13,-117.38,-98.81,-101.61,,-96.03,-97.85,-104.7,20.84,1471.36,3558.56,3676.61,8024.83,2884,4169.02,3232.19,,
+31/10/2017,0,0,-36.6,-97.09,-117.38,-98.81,-101.61,,-96.03,-97.85,-104.7,844.42,3557.12,3540.31,3672.5,8017.49,2874.96,4164.7,3199.1,,
+01/11/2017,,0,-36.6,-97,-117.38,-98.81,-101.61,,-96.03,-97.85,-104.7,826.31,3568.28,3533,3671.46,8013.2,2886.52,4161.85,3176.82,,
+02/11/2017,,,,-97.09,-117.38,-98.81,-101.61,,-96.03,-97.85,-104.7,62.53,2971.08,3536.1,3675.53,7736.11,2879.86,4164.91,3196.01,,
+03/11/2017,,5,,-97,-117.38,-98.81,-101.61,,-96.03,-97.85,-104.7,0,880.67,1473.62,1532.99,3343.93,1202.62,1736.78,1337.87,,
+04/11/2017,,,,-96.49,-117.43,-99.13,-101.74,,-96.04,-97.47,-105.12,788.4,3422.27,3373.88,3520.01,7679.05,2764.04,3988.8,3031.16,12,
+05/11/2017,51,,,-95.89,-117.47,-99.44,-101.86,,-96.05,-97.08,-105.54,612.68,378,2652.48,2756.63,6011.68,2166.55,3123.9,2370.38,,
+06/11/2017,,1,,-96.97,-117.49,,-101.86,,-96.05,,,0,0,0,0,0,0,0,0,,
+07/11/2017,,,,-96.97,-117.53,,-101.77,,-95.69,,,0,0,0,0,0,0,0,0,,
+08/11/2017,,0,,-96.97,-117.53,-98.87,,,-94.74,-96.82,-104.85,402.52,1767.96,1754.89,1838.3,4007.88,1424.48,2076.26,1593.68,,
+09/11/2017,5,,,-96.53,-117.53,-98.67,,,-93.46,-96.67,-104.2,594.47,2747.66,3515.8,3668.22,8020.33,2851.7,4150.58,3201.8,,
+10/11/2017,,,,-96.09,-117.53,-98.47,,,-92.18,-96.52,-103.55,800.46,3573.58,3503.34,3674.52,8031.46,2874.74,4151.84,3191.8,,
+11/11/2017,,0,,-96.09,-117.53,-98.47,,-93.37,-92.18,-96.52,-103.55,801.9,3563.17,3495.35,3664.3,8017.16,2878.49,4143.67,3176.82,,
+12/11/2017,,,,-96.09,-117.49,-98.47,,-91.51,-92.18,-96.52,-103.55,636.44,655.56,3509.24,3667.32,8021.66,2868.48,4145.87,3182.51,,
+13/11/2017,,,,-97.04,-117.49,-98.84,,-91.51,,-96.9,,737.21,3325.1,3499.2,3666.56,8023.86,2850.59,4145.22,3194.03,,9
+14/11/2017,,,-37.61,-97.04,-117.49,-98.84,,-91.51,,-96.9,,85.03,3359.05,3470.98,3664.04,8016.7,2856.64,4138.88,3166.13,,
+15/11/2017,1,,-37.21,-97.04,-117.49,-98.88,,-94.27,,-97.02,,132.59,3160.01,3458.99,3664.12,8016.7,2860.63,4138.56,3159.54,,
+16/11/2017,0,0,-37.18,-97.3,-117.49,-98.95,,,,-97.23,,0,3034.51,3453.84,3665.2,8019.14,2861.82,4137.3,3151.19,,
+17/11/2017,,0,-36.98,-96.97,-117.49,-99.02,,,,-97.45,,7.56,3051.79,3446.96,3665.05,8020.58,2861.93,4136.08,3147.19,,
+18/11/2017,,0,-36.98,-96.97,-117.49,-99.02,,,,-97.45,,43.92,3565.8,3429.07,3663.72,8018.1,2859.95,4133.02,3142.91,,
+19/11/2017,,,-36.98,-96.97,-117.44,-99.02,,,,-97.45,,130.07,3558.49,3414.71,3663.32,8013.89,2852.03,4128.44,3146.72,,
+20/11/2017,,0,,-97.52,-117.44,-98.9,-101.94,,,-96.89,,792.07,3535.52,3410.5,3674.48,8008.45,2852.39,4128.73,3170.12,,
+21/11/2017,0,0,,-97.52,-117.43,-98.9,-101.94,,,-96.89,,479.38,1411.6,3419.89,3676.14,8009.46,2856.6,4128.16,3156.12,,
+22/11/2017,0,0,,-97.52,-117.44,-98.9,-101.94,,,-96.89,,777.6,2800.22,3412.26,3674.05,8009.93,2840.47,4127.04,3142.58,,
+23/11/2017,,,,-97.64,-117.45,-98.9,-101.94,,,-97.15,,779.54,3559.18,3396.2,3668.36,8004.1,2844.07,4119.44,3125.09,,
+24/11/2017,,,,-97.65,-117.56,-98.9,,,,-97.33,,464.22,2205.11,3394.04,3670.49,8011.73,2844.47,4121.1,3134.2,,
+25/11/2017,,0,,-97.64,-117.46,-99.36,,,,-97.66,,710.78,3302.6,3389.11,3667.64,8011.62,2833.52,4120.42,3145,,
+26/11/2017,,,-46.72,-97.44,-117.46,-99.61,,,,-97.36,,314.46,3564.25,3379.86,3671.14,8016.62,2843.53,4120.74,3133.3,,
+27/11/2017,0,0,-46.72,-97.44,-117.47,-99.61,,,,-97.66,,244.73,3561.48,3366.94,3668.94,8011.3,2845.15,4116.71,3118.61,,
+28/11/2017,,,-46.72,-97.44,-117.46,-99.61,,,,-97.66,,65.34,2805.3,3368.77,3667.54,8010.61,2836.04,4113.22,3122.71,,
+29/11/2017,47,72,,-97.44,-117.46,-99.61,,,,-97.46,,540.68,3537.36,3362.29,3661.78,8006.08,2810.66,4101.41,3133.08,,
+30/11/2017,0,0,,-97.48,-117.31,-99.61,-105.23,,,-97.46,,571.61,3370.72,3347.14,3668.62,8035.92,2836.3,4109.15,3140.75,,
+01/12/2017,,,,-97.63,-117.28,-99.61,-105.23,,,-97.46,,80.28,3530.66,3333.96,3674.63,8039.27,2840.4,4108.36,3117.56,,
+02/12/2017,,,,-97.63,-117.28,-99.61,-105.23,,,-97.46,,171.58,3530.12,3326.94,3672.76,8037.68,2841.77,4107.17,3110,,
+03/12/2017,6,,,-97.48,-117.29,-99.61,-105.23,,,-97.46,,309.74,3527.86,3314.02,3669.59,8032.93,2841.3,4105.26,3095.53,,
+04/12/2017,0,0,,-97.22,-117.28,-99.61,-105.23,,,-97.46,,35.24,3523.54,3304.3,3665.7,8025.12,2837.2,4101.66,3087.54,,
+05/12/2017,,0,,-97.22,-117.29,-99.61,-105.23,,,-97.46,,393.23,3521.41,3295.69,3663.79,8020.44,2836.48,4098.24,3079.48,,
+06/12/2017,0,0,,-97.22,-117.29,-99.61,-105.23,,,-97.46,,844.96,3523.03,3291.08,3662.78,8020.44,2839.64,4096.66,3071.7,,
+07/12/2017,,0,,-97.22,-117.3,-99.61,-103.53,,,-97.46,,619.34,3521.66,3296.2,3662.57,8021.7,2835.11,4096.73,3082.79,,
+08/12/2017,6,,,-97.4,-117.3,-99.39,,,,-97.35,,261.5,3525.44,3304.94,3664.22,8023.57,2840.87,4095.94,3101.98,,
+09/12/2017,1,,,-97.45,-117.31,-99.39,,,,-97.35,,380.56,2767.64,3303.83,3663.4,8024.44,2852.42,4096.84,3098.7,,
+10/12/2017,,,,-97.58,-117.31,-99.39,,,,-97.35,,201.24,3550.64,3286.26,3662.46,8021.2,2840.9,4090.79,3081.1,,
+11/12/2017,,4,,-97.62,-117.34,-99.57,-105.34,,,-97.42,,716.58,3537.4,3320.6,3654,8024.36,2824.88,4091.65,3136.75,,12
+12/12/2017,,,,-97.8,-117.31,-99.74,-105.39,,,-97.65,,462.78,3528.76,3400.6,3651.98,8028.65,2834.14,4095.11,3270.42,,
+13/12/2017,,,,-97.8,-117.31,-99.74,-105.39,-96.29,,-97.66,-105.61,731.34,3548.09,3387.82,3658.43,8026.06,2839.36,4093.24,3263.36,,
+14/12/2017,,,,-97.8,-117.31,-99.77,-105.4,-96.29,,-97.67,-105.61,859.82,3551.83,3377.27,3661.38,8019.65,2833.42,4090.21,3232.08,,
+15/12/2017,,,,-97.64,-117.32,-99.78,-105.41,-96.29,,-97.69,-105.61,504.97,3525.41,3380.98,3658.18,8017.34,2798.6,4069.12,3200.08,,
+16/12/2017,,,,-97.45,-117.29,-99.8,-105.45,,,-97.76,,875.27,3553.99,3427.27,3666.85,8044.63,2828.66,4090.36,3220.7,,
+17/12/2017,,0,,-97.42,-117.32,-99.86,-105.5,,,-97.82,,868.61,3547.08,3394.58,3662.28,8036.5,2829.49,4084.92,3217.14,,
+18/12/2017,0,0,,-97.42,-117.32,-99.86,-105.51,,,-97.85,,870.77,3547.51,3370.68,3662.68,8033.58,2850.26,4084.31,3214.3,,
+19/12/2017,0,0,,-97.45,-117.34,-99.86,-105.51,,,-97.91,,875.48,3546.83,3354.16,3661.63,8031.17,2853.54,4084.88,3208.97,,
+20/12/2017,0,0,,-97.87,-117.34,-99.87,-105.51,,,-97.91,,879.88,3547.19,3344.33,3662.5,8033,2853.94,4087.01,3208.03,,
+21/12/2017,0,0,,-97.87,-117.36,-99.88,-105.53,,,-97.91,,882.07,3546.22,3337.52,3660.8,8029.55,2856.38,4085.06,3204.58,,
+22/12/2017,0,0,,-97.87,-117.36,-99.88,-105.53,,,-97.94,,884.84,3545.86,3332.34,3657.74,8027.68,2852.53,4082.33,3207.96,,
+23/12/2017,0,0,,-97.73,-117.36,-99.91,-105.55,,,-97.98,,883.51,3544.2,3319.45,3657.67,8023.72,2868.16,4082.47,3197.05,,
+24/12/2017,0,0,,-97.62,-117.36,-99.91,-105.55,,,-98.06,,886.21,3544.96,3313.4,3656.88,8022.74,2873.45,4081.43,3190.5,,
+25/12/2017,0,0,,-97.57,-117.37,-99.91,-105.55,,,-98.12,,889.31,3546.36,3308.62,3657.92,8025.59,2872.69,4081.64,3188.95,,
+26/12/2017,,,,-97.57,-117.35,-99.92,-105.56,,,-98.17,,894.71,3547.19,3307.18,3658.86,8028.47,2880.61,4081.75,3190.61,,
+27/12/2017,,,,-97.57,-117.35,-99.92,-105.54,,,-98.17,,112.86,443.88,413.57,457.78,1003.93,360.68,510.26,399.67,,
+28/12/2017,,,,-97.62,-117.58,-99.98,-105.54,,-97.36,-98.16,-105.94,263.02,1026.32,979.2,1066.86,2341.08,836.71,1187.1,936.9,,
+29/12/2017,,0,,-97.68,-117.59,-99.98,-102.51,-92.11,-96.66,-98.16,-105.61,907.27,1369.84,3345.84,3656.92,8023.25,2876.4,4070.59,3215.92,,
+30/12/2017,0,0,,-97.7,-117.44,-99.98,-102.51,-92.11,-96.65,-98.17,-105.6,921.02,3226.07,3343.93,3657.96,8023.93,2862.72,4068.54,3222.76,,
+31/12/2017,0,0,,-97.68,-117.59,-99.98,-102.5,-92.11,-96.65,-98.16,-105.58,933.55,3539.2,3327.01,3655.33,8019.54,2867.36,4065.12,3225.02,,
+01/01/2018,10,4,,-97.79,-117.61,-99.98,-102.49,-92.11,-96.65,-98.18,-105.54,946.66,3542.36,3321.79,3656.84,8023.32,2873.23,4065.88,3229.52,,
+02/01/2018,,,,-97.76,-117.62,-99.99,-102.5,-92.12,-96.66,-98.21,-105.54,900.32,3540.31,3313.84,3655.01,8020.15,2878.85,4064.98,3228.55,6,
+03/01/2018,0,0,,-97.78,-117.62,-100,-102.5,-92.13,-96.67,-98.25,-105.54,0,3539.59,3307.79,3657.13,8023.14,2879.78,4062.71,3231.43,,
+04/01/2018,0,0,,-97.79,-117.62,-100.01,-102.51,-92.13,-96.68,-98.28,-105.53,193.86,2921.18,3307.72,3656.3,8020.87,2880.18,4062.35,3234.78,,
+05/01/2018,0,0,,-97.82,-117.63,-100.02,-102.51,-92.14,-96.69,-98.3,-105.52,1040.72,3543.8,3292.96,3653.17,8015.98,2872.76,4059.25,3237.41,,
+06/01/2018,,0,,-97.84,-117.64,-100.03,-102.53,-92.16,-96.7,-98.32,-105.52,1036.84,3547.15,3282.55,3653.78,8019.14,2871.14,4059.32,3241.69,,
+07/01/2018,0,0,,-97.87,-117.65,-100.04,-102.55,-92.17,-96.71,-98.33,-105.52,1036.91,3543.59,3273.84,3651.7,8015.33,2867.08,4054.61,3242.48,,
+08/01/2018,0,0,,-97.91,-117.64,-100.05,-102.55,-92.18,-96.72,-98.34,-105.5,1047.92,3542.62,3268.48,3650.29,8013.89,2862.32,4052.34,3245.18,,
+09/01/2018,,,,-97.93,-117.65,-100.05,-102.56,-92.18,-96.72,-98.35,-105.48,1060.81,3540.1,3262.03,3649.72,8013.92,2851.09,4060.22,3246.88,,
+10/01/2018,0,0,,-97.93,-117.66,-100.06,-102.56,-92.18,-96.73,-98.36,-105.46,401.47,3543.95,3261.2,3655.15,8022.2,2856.64,4059.83,3250.15,,
+11/01/2018,,,-38.39,-97.93,-117.72,-100.08,-102.57,-92.19,-96.73,-98.38,-105.39,20.95,3540.53,3256.09,3654.54,8015.72,2853.65,4053.56,3252.71,,
+12/01/2018,3,,-34.85,-97.93,-117.72,-100.1,-102.6,-92.21,-96.75,-98.42,-105.28,0,2956.39,3253.86,3652.42,8013.28,2843.93,4051.87,3256.34,,
+13/01/2018,0,0,-34.27,-97.93,-117.72,-100.12,-102.62,-92.22,-96.77,-98.58,-105.09,0.07,3535.16,3242.63,3651.91,8013.53,2836.84,4050.61,3264.48,,
+14/01/2018,,,-33.94,-97.93,-117.73,-100.12,-102.62,-92.22,-96.77,-98.58,-103.75,0,3531.2,3236.29,3647.77,8007.05,2842.27,4046.22,3287.27,,
+15/01/2018,,,-33.87,-97.99,-117.73,-100.12,-102.62,-92.22,-96.77,-98.58,-103.16,0.04,3533.36,3231.86,3649.32,8011.22,2846.66,4057.78,3301.34,,
+16/01/2018,,21,-33.87,-98,-117.71,-100.13,-102.63,-92.23,-96.78,-98.59,-102.64,0,3537.97,3231.68,3654.04,8019.18,2848.18,4054.25,3313.22,,
+17/01/2018,,,-33.87,-98.03,-117.71,-100.14,-102.63,-92.23,-96.78,-98.54,-102.64,18.04,3536.46,3244.68,3651.95,8014.5,2829.89,4047.41,3314.77,,
+18/01/2018,,3,,-98.04,-117.77,-100.16,-102.63,-92.25,-96.79,-98.54,-102.64,856.73,3533.9,3270.28,3649.25,8008.16,2808.14,4030.67,3283.02,,
+19/01/2018,,,,-98.06,-117.68,-100.16,-102.64,-92.25,-96.79,-98.54,-104.36,1247.72,3534.16,3266.53,3648.2,8005.86,2822.47,4019.08,3249.11,8,
+20/01/2018,,0,,-98.07,-117.75,-100.17,-102.64,-92.26,-96.81,-98.57,-105.08,538.67,3533.94,3256.6,3648.6,8007.12,2830.28,4018.21,3249.07,,
+21/01/2018,3,,,-98.07,-117.75,-100.17,-102.64,-92.26,-96.81,-98.57,-105.15,172.87,3532.72,3251.09,3648.71,8007.98,2821.32,4015.12,3271.5,,
+22/01/2018,0,0,-39.94,-98.07,-117.73,-100.22,-102.7,-92.3,-96.84,-98.58,-105.15,1277.5,3530.2,3237.91,3644.96,8004.17,2819.09,3998.38,3248.03,,
+23/01/2018,0,0,-39.94,-98.08,-117.72,-100.22,-102.71,-92.3,-96.84,-98.58,-105.12,338.83,3530.81,3229.78,3647.09,8007.91,2829.85,3985.74,3248.71,,
+24/01/2018,0,0,-39.94,-98.08,-117.72,-100.22,-102.71,-92.3,-96.84,-98.58,-105.15,424.3,3195.29,2473.88,3646.48,8007.34,2767.5,3950.03,3266.71,,
+25/01/2018,,,-38.37,-98.03,-117.71,-100.22,-102.72,-92.29,-96.84,-98.48,-105.12,1275.88,3510.54,3218.98,3643.24,7961.08,2817.11,3691.4,3240.22,,
+26/01/2018,,0,-38.37,-98.03,-117.72,-100.24,-102.72,-92.29,-96.86,-98.3,-104.94,483.48,3499.81,2918.34,3645.36,8003.77,2821.57,3821.15,3238.7,,
+27/01/2018,0,0,,-98.03,-117.58,-100.24,-102.74,-92.29,-96.87,-98.3,-105.12,6.62,3501.9,2875.14,3647.16,8006.87,2816.71,3824.24,3263.98,,
+28/01/2018,0,0,,-98.03,-117.56,-100.24,-102.74,-92.32,-96.88,-98.3,-105.22,806.98,3499.6,2822.36,3641.26,8002.37,2810.92,3823.92,3260.7,,
+29/01/2018,,,,-98.03,-117.34,-100.24,-102.74,-92.32,-96.88,-98.31,-104.94,1288.66,3499.09,2909.41,3641.11,8000.5,2812.43,3833.32,3237.16,,
+30/01/2018,,0,,-98.03,-117.34,-100.23,-102.73,-92.32,-96.88,-98.34,-104.93,1185.77,3204.14,2444.94,3639.56,7567.49,2591.03,3842.6,3243.67,,
+31/01/2018,,,,-97.99,-117.34,-100.23,-102.72,-92.29,-96.87,-98.42,-104.93,1063.4,2498.69,2919.89,3648.38,6255.36,2145.02,3928.72,3271.14,,
+01/02/2018,,2,,-97.99,-117.52,-100.23,-102.72,-92.29,-96.87,-98.42,-104.83,1284.88,3532.54,2910.53,3647.02,8003.88,2785.86,3942.65,3267.36,,
+02/02/2018,,,,-97.99,-117.54,-100.23,-102.72,-92.29,-96.85,-98.34,-104.81,951.3,3513.96,2908.58,3646.48,7968.71,2796.08,3958.67,3269.52,,
+03/02/2018,16,,,-97.99,-117.58,-100.27,-102.77,-92.33,-96.87,-98.44,-104.63,0,3485.16,2861.53,3646.22,7985.63,2787.01,3970.33,3294.22,,
+04/02/2018,,,-34.72,-98.01,-117.56,-100.27,-102.77,-92.33,-96.87,-98.44,-103.71,76.82,3500.39,2843.14,3645.61,8001.4,1608.95,3982.86,3309.01,,
+05/02/2018,,1,-34.58,-98.02,-117.56,-100.27,-102.77,-92.33,-96.9,-98.49,-103.06,1021.21,3493.8,2857.72,3642.16,7995.24,2785.93,3967.92,3277.08,,
+06/02/2018,,,-34.42,-98.05,-117.56,-100.3,-102.79,-92.33,-96.85,-98.38,-102.91,286.74,3501.4,2341.91,3645.32,7599.2,2531.38,3976.34,3307.36,,
+07/02/2018,,,-34.36,-98.07,-117.56,-100.28,-102.79,-92.34,-96.9,-98.49,-102.89,0,2769.3,1436.33,2881.91,6328.51,2206.12,3142.69,2623.61,,
+08/02/2018,,,-34.06,-98.07,-117.56,-100.27,-102.79,-92.34,-96.89,-98.49,-102.01,0,3499.49,2497.93,3641.51,7997.47,2846.23,3978.97,3327.59,,
+09/02/2018,3,0,-33.86,-98.11,-117.56,-100.28,-102.8,-92.34,-96.9,-98.56,-101.36,0,3496.79,2633,3639.85,7996.79,2510.93,3978.76,3358.44,,
+10/02/2018,0,0,-33.7,-98.11,-117.59,-100.3,-102.81,-92.35,-96.92,-98.59,-97.92,0,3497.72,2492.17,3638.45,7995.92,2107.69,3988.8,3406.61,,
+11/02/2018,0,0,-33.59,-98.14,-117.59,-100.32,-102.83,-92.36,-96.95,-98.81,-97.88,0,3497,2342.05,3638.95,7996.43,2787.08,3978.54,3412.69,,
+12/02/2018,,,-33.5,-98.16,-117.6,-100.34,-102.84,-92.38,-96.95,-98.88,-97.42,0,3496.14,2609.24,3639.71,7994.84,2787.62,3963.71,3413.12,,
+13/02/2018,0,0,-33.49,-98.16,-117.6,-100.34,-102.85,-92.38,-96.98,-98.89,-97.42,0,3495.96,2715.59,3637.08,7992.29,2301.41,3962.05,3395.63,,
+14/02/2018,,,-33.46,-98.16,-117.6,-100.37,-102.86,-92.4,-96.98,-98.89,-97.42,0,3497.69,2777.51,3639.78,7994.41,2379.2,3951.07,3392.71,0,
+15/02/2018,,0,-33.41,-98.18,-117.61,-100.37,-102.86,-92.41,-97,-98.92,-97.39,0,3495.74,2415.56,3636.4,7992.07,2776.5,3942.07,3369.02,,
+16/02/2018,0,0,-33.35,-98.18,-117.6,-100.37,-102.86,-92.41,-97,-98.93,-97.39,0,3495.42,2323.48,3635.39,7991.57,2780.06,3937.03,3380.26,,
+17/02/2018,0,0,-33.26,-98.18,-117.57,-100.37,-102.85,-92.41,-97,-98.96,-97.39,0,3495.89,2386.12,3635.39,7991.03,2779.7,3932.89,3380.65,,
+18/02/2018,,5,-33.2,-98.16,-116.19,-100.36,-102.85,-92.41,-97,-98.96,-97.16,0,3496.86,2406.96,3635.03,7991.57,2779.38,3932.03,3382.88,,
+19/02/2018,,,-33.16,-98.16,-116.19,-100.36,-102.85,-92.41,-97,-98.96,-97.06,0,3496.14,2300.29,3634.45,7990.67,2778.7,3929.26,3379.32,,
+20/02/2018,0,0,-33.15,-98.16,-116.19,-100.36,-102.85,-92.41,-97,-98.99,-97.03,0,3517.81,2125.91,3637.22,7993.3,2763.07,3938.58,3382.45,,
+21/02/2018,,,-33.14,-98.33,-116.63,-100.36,-102.86,-92.43,-97.01,-99,-96.82,0.97,3526.06,2155.46,3636.58,7992.5,2765.02,3971.84,3384.61,,
+22/02/2018,,,-33.13,-98.4,-117.25,-100.39,-102.88,-92.43,-97.02,-99.12,-96.8,348.19,3524.44,2148.3,3635.32,7990.16,2767.07,3965.04,3378.49,,
+23/02/2018,,,-33.12,-98.42,-117.55,-100.41,-102.89,-92.44,-97.04,-99.16,-96.77,0,3525.98,2373.16,3636.29,7991.03,2765.56,3965.15,3378.42,,
+24/02/2018,15,,-33.1,-98.45,-117.68,-100.41,-102.89,-92.46,-97.04,-99.31,-96.31,0,3521.56,3415.93,3635.42,7989.77,2760.73,3958.31,3379.93,,
+25/02/2018,,,-33.07,-98.47,-117.7,-100.41,-102.91,-92.46,-97.04,-99.31,-96.31,35.1,3518.17,3409.63,3633.23,7987.57,2760.77,3952.73,3401.21,,
+26/02/2018,0,,-33.07,,-117.7,-100.43,-102.91,-92.47,-97.06,-99.37,-96.31,353.88,3517.96,3397.5,3635.86,7984.66,2738.77,3964.1,3429.83,,
+27/02/2018,,0,-33.07,,-117.7,-100.43,-102.94,-92.49,-97.06,-99.57,-96.31,734.76,3514.9,3384.04,3642.59,7979.58,2744.17,3977.57,3439.69,,
+28/02/2018,,0,,,-117.68,-100.41,-102.94,-92.49,-97.08,-99.57,-98.35,1235.41,3514.07,3371.47,3640.86,7975.87,2738.7,3986.68,3402.58,,
+01/03/2018,,,,,-117.53,-100.44,-102.94,-92.49,-97.14,-99.57,-98.35,1399.9,3489.3,3352.64,3642.34,7979.8,2720.66,3959.17,3350.77,,8
+02/03/2018,,4,,,-117.53,-100.51,-102.83,-92.41,-97.14,-99.19,-98.35,1410.8,3506.26,3350.77,3641.18,7980.91,2731.64,3967.31,3347.71,,
+03/03/2018,,,,,-117.52,-100.54,-102.83,-92.41,-97.18,-98.98,-97.82,1420.38,3523.46,3350.48,3641.29,7981.81,2739.78,3967.7,3345.73,,
+04/03/2018,,,,,-117.53,-100.82,-102.83,-92.41,-97.18,-98.98,-97.4,1431.32,3522.1,3345.05,3638.84,7981.38,2740.25,3963.92,3345.8,,10
+05/03/2018,,28,,,-117.55,-100.82,-102.83,-92.41,-97.18,-98.98,-97.4,1442.77,3522.06,3343.32,3638.05,7978.25,2741.72,3961.84,3347.5,,
+06/03/2018,40,,,,-117.56,-100.82,-102.83,-92.41,-97.18,-98.98,-96.98,1467.36,3516.62,3353.62,3640.25,7982.06,2746.62,3954.38,3354.05,7,
+07/03/2018,15,,,,-117.56,-100.39,-102.83,-92.41,-97.18,-98.98,-96.8,1491.73,3481.31,3346.13,3639.35,7985.34,2747.34,3949.38,3360.2,,
+08/03/2018,,0,,,-117.63,-100.39,-102.83,-92.41,-96.89,-99.98,-96.67,1496.92,3496.18,3334.39,3638.52,7981.67,2739.74,3947,3370.43,,
+09/03/2018,0,0,,,-117.63,-100.39,-102.83,-92.41,-96.89,-99.98,-94.8,687.24,3514.1,3333.49,3639.31,7979.87,2761.88,3947.83,3408.16,,
+10/03/2018,0,0,,,-117.63,-100.39,-102.83,-92.41,-96.89,-99.98,-94.02,873.94,3511.69,3329.68,3636.86,7977.06,2762.53,3940.6,3420.4,,
+11/03/2018,,,-36.01,,-117.63,-100.39,-102.83,-92.41,-96.89,-99.98,-94.02,1534.68,3514.75,3344.9,3636.86,7973.39,2761.24,3932.06,3436.96,,
+12/03/2018,,,-32.36,,-117.63,-100.49,-103.02,-92.57,-97.18,-99.74,-92.62,395.93,3517.27,3377.48,3642.01,7947.76,2780.82,3941.86,3489.3,,
+13/03/2018,,1,-32.11,,-117.62,-100.49,-103.02,-92.57,-97.18,-99.71,-91.92,17.14,3516.8,3375.65,3640.64,7936.38,2783.92,3943.26,3492.68,,
+14/03/2018,,0,-31.94,,-117.6,-100.5,-103.03,-92.57,-97.18,-99.71,-91.92,334.62,3513.13,3374.6,3637.69,7930.33,2781.04,3952.01,3489.88,,
+15/03/2018,,,-31.5,,-117.57,-100.5,-103.03,-92.57,-97.18,-99.71,-91.81,,3516.23,3380.69,3640.61,7935.44,2783.09,3954.13,3493.55,,
+16/03/2018,,2,-31.27,,-117.52,-100.52,-103.04,-92.57,-97.18,-99.64,-91.74,,3518.6,3387.42,3639.92,7935.95,2787.62,3953.52,3493.3,,
+17/03/2018,,,-31.17,,-117.49,-100.52,-103.04,-92.57,-97.17,-99.53,-91.69,,3528.94,2745.58,3643.16,7941.78,2472.91,3970.19,3496.54,,
+18/03/2018,36,,-31.07,,-117.46,-100.52,-103.04,-92.56,-97.16,-99.41,-91.64,,2042.14,1996.92,2124.54,4628.05,1603.12,2297.88,2032.56,,
+19/03/2018,,,-30.88,,-117.44,,-103.04,,-97.01,,,,,,,,,,,,
+20/03/2018,,,-30.2,,-117.3,,-103.04,,-96.88,,,,,,,,,,,,
+21/03/2018,7,,-29.98,,-117.28,-100.12,-103.05,-92.48,-96.34,-99.21,-91.25,11.92,1174.61,1155.31,1212.88,2645.35,924.08,1322.96,1166.22,,
+22/03/2018,0,0,-30.09,,-117.24,-100.22,-103.06,-92.52,-96.08,-99.01,-91.25,190.22,3531.38,2873.63,3642.62,7942.79,2778.55,3980.27,3502.55,,
+23/03/2018,0,0,-30.2,-99.71,-117.2,-100.32,-103.07,-92.54,-96.34,-98.83,-91.24,1161.32,3523.61,3392.17,3638.63,7936.49,2764.62,3979.55,3498.73,,
+24/03/2018,0,0,-31.38,-98.99,-116.9,-100.41,-103.09,-92.55,-96.6,-98.81,-91.24,2360.16,3537.04,2420.03,3640.61,7938.11,2838.67,3996.68,3501,,
+25/03/2018,0,0,-31.38,-98.97,-116.84,-100.56,-103.09,-92.56,-97.08,-98.78,-91.24,2252.66,3388.61,2294.28,3487.86,7605.47,2202.34,3830.65,3354.52,,
+26/03/2018,,0,-31.38,-98.93,-116.77,-100.59,-103.11,-92.55,-97.08,-98.78,-91.1,2328.7,3538.87,2560.03,3641.83,7939.08,2805.44,3996.83,3504.2,,
+27/03/2018,0,0,-30.94,-98.93,-116.72,-100.59,-103.11,-92.54,-97.08,-98.71,-91.09,2330.64,3536.46,2753.96,3640.82,7938.4,2855.92,3985.13,3504.67,,
+28/03/2018,0,0,-30.61,-98.93,-116.72,-100.59,-103.11,-92.53,-97.08,-98.55,-90.98,2336.47,3536.39,2337.41,3641.29,7938.76,2776.39,3984.34,3504.35,,
+29/03/2018,,0,-30.16,-98.92,-116.69,-100.58,-103.09,-92.52,-97.04,-98.4,-90.91,2034.14,3540.06,2341.51,3641.4,7939.12,2223.5,3987.29,3503.05,,
+30/03/2018,,,-29.85,-98.8,-116.35,-100.58,-103.09,-92.52,-96.98,-98.1,-90.73,1683.54,3547.73,1274.87,3641.58,7940.09,1609.56,3990.28,3504.31,,
+31/03/2018,,,-29.77,-98.78,-116.33,-100.58,-103.09,-92.51,-96.96,-98.04,-90.7,2398.54,3549.06,1465.74,3642.44,7942.57,2776.64,3984.8,3505,,
+01/04/2018,0,,-29.54,-98.76,-116.32,-100.59,-103.1,-92.49,-96.95,-97.94,-90.64,2109.49,3547.12,2599.56,3643.92,7948.69,2241.97,3995.57,3506.69,,
+02/04/2018,,0,-29.41,-98.75,-116.32,-100.59,-103.1,-92.49,-96.95,-97.94,-90.57,2104.74,3546.11,2552.72,3641.62,7945.13,2238.52,4004.28,3506.4,,
+03/04/2018,0,0,-29.28,-98.75,-116.32,-100.59,-103.1,-92.49,-96.93,-97.87,-90.48,2103.34,3545.24,2735.78,3641.76,7945.49,2678.65,4005.04,3507.98,12,
+04/04/2018,0,,-29.18,-98.72,-116.19,-100.58,-103.1,-92.48,-96.92,-97.78,-90.4,2068.85,3544.63,2678.36,3639.71,7940.92,2763.65,4002.05,3506.94,,
+05/04/2018,,11,-29.09,-98.64,-115.62,-100.58,-103.09,-92.47,-96.87,-97.7,-90.31,1628.53,2959.74,1701,3034.58,6620.94,2328.59,3338.42,2922.91,,
+06/04/2018,0,0,-29.03,-98.53,-115.62,-100.58,-103.09,-92.46,-96.85,-97.65,-90.2,2099.95,3530.02,2315.23,3638.66,7944.12,2813.62,4005.36,2302.81,,
+07/04/2018,0,0,-29,-98.51,-115.54,-100.58,-103.09,-92.46,-96.84,-97.61,-89.39,2439.65,3518.57,2548.94,3640.36,7946.86,2766.38,4005.11,2354.76,,
+08/04/2018,0,0,-28.93,-98.48,-115.54,-100.58,-103.09,-92.47,-96.81,-97.6,-89.31,1996.67,3518.17,2900.7,3639.74,7940.99,2194.85,4007.7,3525.19,,
+09/04/2018,62,,-28.33,-98.44,-115.21,-100.58,-103.1,-92.47,-96.01,-97.59,-89.26,1953.72,3517.99,2410.02,3638.23,7937.96,2577.67,4007.16,3526.45,,
+10/04/2018,0,0,-28.33,-98.43,-115.07,-100.6,-103.1,-92.56,-96.01,-97.59,-89.26,2063.56,3520.94,2247.98,3638.7,7940.41,2622.2,4008.24,3526.63,,
+11/04/2018,2,2,-28.33,-98.43,-114.93,-100.6,-103.11,-92.63,-96.01,-97.58,-89.25,2435,3534.26,2437.31,3628.26,7930.48,2752.85,4001.33,3516.01,,
+12/04/2018,,,-28.61,-98.43,-114.78,-100.6,-103.11,-92.7,-96.05,-97.57,-89.23,1986.52,3545.96,2311.6,3637.51,7932.06,2283.48,4007.7,3526.13,,
+13/04/2018,0,0,-28.61,-98.44,-114.75,-100.6,-103.11,-93.06,-96.72,-97.56,-89.12,2002.75,3542.98,2426.15,3635.86,7917.7,2192.76,4006.4,3525.01,,
+14/04/2018,0,0,-28.61,-98.46,-114.78,-100.6,-103.09,-93.28,-96.75,-97.56,-89.01,2021.47,3542.08,2166.44,3636.5,7908.41,2070.18,4006.91,3526.92,,
+15/04/2018,0,0,-28.61,-98.46,-114.78,-100.6,-103.09,-93.42,-96.75,-97.56,-89.01,1954.04,3544.27,2371.75,3639.31,7905.56,2239.56,4009.43,3530.3,,
+16/04/2018,0,0,-28.6,-98.44,-114.72,-100.6,-103.09,-93.42,-96.72,-97.53,-88.96,2016.61,3539.41,2561.58,3634.96,7877.81,2186.39,4005.4,3526.56,,
+17/04/2018,,1,-28.6,-98.44,-114.7,-100.6,-103.09,-93.42,-96.08,-97.58,-88.96,2941.63,3410.6,2522.23,3595.93,7808.22,2626.52,3799.73,3447.29,,
+18/04/2018,0,0,-28.63,-98.46,-105.74,-100.6,-103.13,-93.06,-96.08,-97.59,-88.96,2825.46,3521.59,2078.35,3629.41,7766.06,2746.8,3998.99,3526.63,,
+19/04/2018,0,0,-29.3,-98.88,-105.74,-101.18,,-93.06,-96.08,-98.14,-88.96,3128.65,3523.79,1819.15,3638.81,7927.78,1992.38,3994.38,3528.83,,
+20/04/2018,0,0,-29.3,,-105.5,,,-93.06,-96.43,,-88.96,3254,3523.82,1726.67,3636.36,7912.08,2523.53,3991.64,3527.46,,
+21/04/2018,0,0,-29.3,,-105.42,,,-93.23,-96.43,,-88.97,3662.42,3525.73,3836.3,3638.02,7905.42,2764.73,3992.47,3527.5,,19
+22/04/2018,0,0,-29.06,,-105.42,,,-93.4,-96.43,,-88.97,3086.46,3526.74,2057.4,3637.19,7898.94,2768.36,3990.67,3526.99,,
+23/04/2018,0,0,-28.91,,-105.5,,,-93.56,-96.32,,-88.98,3198.02,3532.72,3067.02,3637.01,7896.56,2770.2,3991.21,3527.46,,
+24/04/2018,0,0,-28.2,,-105.19,,,-93.64,-96.21,,-88.98,2975.33,3554.17,2128.46,3635.89,7891.45,2767.72,3989.34,3525.98,,
+25/04/2018,0,0,-27.9,,-105.19,,,-93.73,-96.1,,-88.98,2875.25,3550.93,2056.9,3634.99,7886.05,2767.46,3987.72,3524.8,,
+26/04/2018,0,0,-27.9,,-105.48,,,-93.82,-95.98,,-88.99,3164.9,3550,1648.4,3634.67,7879.75,2765.74,3987.5,3524.87,,
+27/04/2018,0,0,-27.86,,-105.89,,,-93.91,-95.87,,-88.99,2679.7,3550.14,1385.14,3635.53,7879.18,2768.8,3989.09,3526.92,,
+28/04/2018,0,0,-27.9,,-105.89,,,-94,-95.76,,-89,2454.3,3549.49,1816.56,3635.86,7875.72,2769.91,3989.3,3527.5,,
+29/04/2018,0,0,-28.21,,-105.89,,,-94.08,-95.65,,-89,2647.66,3550.43,1729.12,3636.58,7872.73,2772.4,3990.02,3525.98,,
+30/04/2018,0,0,-28.21,,-105.89,,,-94.14,-95.53,,-89.01,2591.93,3549.74,1738.12,3636.22,7873.38,2772.04,3991.61,3527.24,,
+01/05/2018,,0,-27.86,,-105.89,,,-94.21,-95.42,,-89.01,2516.22,3550.57,1201.39,3634.6,7869.46,2766.1,3992.11,3528.5,,
+02/05/2018,0,0,-28.08,,-106.02,,,-94.27,-95.31,,-89.01,2391.41,3547.33,3172.64,3633.73,7863.41,2766.38,3990.78,3528.07,,
+03/05/2018,,,-28.08,,-105.68,,,-94.33,-95.2,,-89.02,2591.75,3550.25,1437.98,3634.6,7861.18,2766.78,3991.18,3529.33,,
+04/05/2018,,,-28.02,,-106.02,,,-94.4,-95.09,,-89.02,2180.2,3545.24,3834.58,3633.01,7855.99,2738.77,3988.66,3527.68,,
+05/05/2018,,,-28.08,,-106.31,,,-94.46,-94.42,,-89.03,2775.74,3549.06,1701.58,3633.59,7856.1,2116.22,3992.51,3526.96,,
+06/05/2018,,0,-29.36,,-107.04,,,-94.46,-94.42,,-89.03,2918.3,3549.24,1578.74,3634.45,7856.39,2089.26,3995.24,3526.16,,
+07/05/2018,,16,-29.56,-98.72,-114.18,,-103.26,-94.46,-94,-97.19,-89.03,2799.79,3521.3,2566.84,3571.02,7613.35,1945.51,3909.78,3468.42,,
+08/05/2018,7,,-29.56,-98.18,-115.54,-100.2,-103.11,-92.44,-94.42,-96.71,-88.63,3664.15,3530.77,3408.37,3454.02,6827.11,1612.66,3594.42,3232.98,,
+09/05/2018,,,-29.56,-97.59,-115.54,-100.02,-103.08,-92.24,-93.3,-96.71,-87.96,3656.59,3552.8,3741.7,3634.13,7031.41,2327.18,3786.7,3442.86,,
+10/05/2018,27,,-29.6,-97.59,-115.62,-99.7,-103.08,-92.24,-94.45,-96.71,-87.96,3651.48,3555,3673.66,3634.85,7045.38,1274.11,3778.45,3519.25,,
+11/05/2018,,,-29.6,-97.59,-115.66,-99.7,-103.09,-92.24,-93.3,-96.74,-88.63,3586.82,3494.99,3792.89,3560.33,7095.85,1990.76,3707.78,3455.39,,
+12/05/2018,,0,-30.03,-97.93,-115.62,-99.7,-103.09,-92.4,-95.6,-96.74,,3641.98,3554.82,2750.26,3642.98,7944.88,1666.4,3862.33,3174.44,,
+13/05/2018,,,-30.49,-98.06,-115.57,-99.7,-103.09,-92.4,-97.4,-96.74,,3636.65,3549.71,4330.55,3644.6,7945.42,1952.86,3860.32,1720.91,,
+14/05/2018,,0,-30.62,-98.06,-115.57,-99.7,-103.09,-92.4,-97.4,-96.71,,3630.02,3549.46,4015.22,3644.82,7942.9,1965.82,3860.06,495.9,,
+15/05/2018,29,,-30.75,-98.06,-115.49,-99.7,-103.09,-92.4,-97.35,-96.57,-93.66,3622.43,3547.8,3748.72,3640.54,7937.6,2193.8,3858.48,1754.53,,
+16/05/2018,,,-30.87,-98.06,-115.31,-99.7,-103.09,-92.4,-97.3,-96.43,-89.7,3616.99,3551.29,3640.46,3639.92,7938.04,1341.29,3863.41,2726.1,,
+17/05/2018,,0,-30.98,-98.06,-115.24,-99.7,-103.09,-92.4,-95.85,-96.28,-89.7,3610.08,3555.76,3274.99,3638.99,7936.42,1570,3867.3,3149.96,,
+18/05/2018,,0,-30.98,-98.07,-115.07,-99.7,-103.09,-92.4,-95.83,-96.28,-89.7,3603.64,3553.49,3636.58,3640.61,7323.23,3219.73,3867.3,3137.54,,
+19/05/2018,0,0,-30.98,-98.07,-114.81,-99.7,-103.08,-92.4,-95.65,-96.28,-89.24,3598.06,3599.24,3625.31,3640.14,7361.03,3427.42,3308.72,3124.84,,
+20/05/2018,,,-30.98,-98.07,-114.81,-99.7,,-92.4,-94.85,-96.52,-89.24,3591.68,3636.79,1881.65,3640.21,7929.04,1075.07,3878.46,3509.82,,
+21/05/2018,,,-31.38,-97.77,-114.61,-99.56,,-92.33,-94.85,-96.64,-89.49,3584.92,3637.01,2388.96,3641.58,7930.58,805.28,3881.66,3250.73,,
+22/05/2018,,,-31.6,-97.04,-114.61,-99.35,,-92.22,-93.99,-96.64,-89.49,3575.3,3626.82,2964.96,3637.48,7411.32,1986.48,3863.48,3175.88,,
+23/05/2018,,7,-31.74,-96.3,-115.05,-99.15,,-92.12,-94.78,-96.52,-89.24,3569.29,3627.25,2794.82,3637.8,7920.76,1105.81,3862.4,3072.71,,
+24/05/2018,,0,-31.82,-96.3,-115.19,-99.15,,-92.12,-94.77,-96.64,-89.47,3562.67,3624.19,3549.46,3640.03,7920.68,1730.88,3861.58,3507.16,,
+25/05/2018,,0,-31.88,-96.3,-115.19,-99.15,,-92.12,-95.3,-96.64,-89.49,3519.4,3614.76,3116.66,3604.07,7749.04,2729.77,3589.56,3042.11,,
+26/05/2018,0,0,-32.07,-98.17,-115.54,-99.72,-103.04,-92.43,-94.53,-96.83,-89.98,3544.92,3616.02,3718.73,3635.68,7923.96,1688.36,3931.7,3501.25,,
+27/05/2018,0,0,-32.28,-98.36,-115.22,-99.84,-103.06,-92.44,-95.3,-96.91,-90.01,3536.06,3619.69,3404.41,3636.68,7924.93,1407.1,3873.71,3504.2,,
+28/05/2018,0,0,-32.59,-98.48,-115.54,-100.02,-103.09,-92.46,-95.3,-96.91,-90.01,3522.82,3615.52,3286.91,3633.44,7920.22,2587.57,3886.74,3504.2,,
+29/05/2018,0,0,-32.84,-98.57,-115.54,-100.21,-103.12,-92.49,-95.85,-96.92,-90.24,3509.93,3614.94,3036.96,3634.6,7920.43,1153.69,3892.14,3504.28,,
+30/05/2018,0,0,-33.09,-98.58,-115.54,-100.39,-103.15,-92.51,-95.85,-96.92,-90.24,3495.78,3610.19,3045.85,3633.66,7918.92,1926.07,3894.66,3500.89,,
+31/05/2018,0,0,-33.38,-98.72,-115.52,-100.54,-103.17,-92.59,-95.85,-97.2,-90.39,3478.1,3607.63,3284.75,3631.39,7917.23,1370.7,3881.63,3496.86,,
+01/06/2018,0,0,-33.78,-98.72,-115.92,-100.54,-103.17,-92.59,-95.85,-97.2,-90.4,3458.88,3604.86,4335.48,3633.3,7919.68,1293.3,3881.88,3496.5,,
+02/06/2018,0,0,-33.87,-98.72,-115.92,-100.54,-103.17,-92.59,-95.92,-97.2,-90.66,1860.95,1953.4,1929.56,1967,4287.42,1547.75,2102.4,1892.05,,
+03/06/2018,0,0,-34.09,-98.73,-115.79,-100.5,-103.15,-92.47,-95.78,-97.09,-90.66,335.56,0,383.11,345.71,0,0.14,370.8,320.98,,
+04/06/2018,,,-35.25,-98.73,-115.79,-100.5,-103.15,-92.47,-95.78,-97.09,-90.66,3384.14,0,4349.23,3637.22,0,663.95,3860.42,3490.06,,
+05/06/2018,,0,-35.8,-98.71,-115.79,-100.5,-103.15,-92.47,-95.78,-97.09,-90.66,3337.96,34.02,3097.66,3633.8,206.53,2018.2,3875.22,3490.27,,
+06/06/2018,0,0,-36.76,-98.71,-115.73,-100.57,-103.18,-92.62,-95.78,-97.52,-90.66,3301.38,2145.82,3235.5,3631.25,5370.3,1899.65,3881.59,3488.04,,
+07/06/2018,,0,-37.17,-98.73,-115.73,-100.57,-103.18,-92.62,-95.74,-97.52,-90.55,3274.38,3593.38,3558.85,3628.15,7895.3,1757.48,3881.95,3487.21,,
+08/06/2018,,,-37.3,-98.88,-115.66,-100.57,-103.18,-92.62,-94.51,-97.52,-90.75,1084.61,1198.66,850.54,1209.78,2632.25,214.27,1294.42,1162.94,,
+09/06/2018,0,0,-38.01,-98.91,-115.66,-100.57,-103.18,-92.62,-93.25,-97.11,-90.75,3229.45,3590.03,3516.62,3629.38,7897.43,1813.14,3879.54,2980.51,,
+10/06/2018,0,0,-38.34,-99.03,-115.84,-100.57,-103.18,-92.62,-94.65,-97.11,-90.47,3199.82,3592.22,3324.13,3628.98,7895.84,1920.28,3879.76,3202.67,,
+11/06/2018,0,0,-38.86,-99.11,-115.84,-100.57,-103.18,-92.62,-94.65,-97.11,-90.38,3171.56,3595.32,3546.65,3628.73,7895.81,1948.25,3879.4,3491.71,,
+12/06/2018,0,0,-39.37,-99.11,-115.84,-100.57,-103.18,-92.62,-95.9,-97.11,-90.38,3145.1,3598.02,3240.58,3628.48,7897.61,1839.49,3881.38,3490.67,,
+13/06/2018,13,7,-39.37,-99.11,-115.98,-100.57,-103.18,-92.62,-96.09,-97.11,-90.38,3124.15,3600.72,3179.27,3628.44,7894.94,1509.3,3880.37,3199,,
+14/06/2018,,,-39.88,-99.1,-115.84,-100.25,-103.18,-92.62,-96.09,-97.11,-90.06,2331.18,2702.3,2200.57,2709.04,4143.28,849.64,2569.75,1810.4,,
+15/06/2018,0,,-40.4,-99.1,-115.98,-99.92,-103.2,-92.62,-96.16,-97.11,-90.06,3077.96,3588.66,4286.05,3628.94,6451.06,1940.83,3864.89,3487.93,,
+16/06/2018,0,,-40.92,-99.1,-116.36,-99.92,-103.2,-92.62,-95.9,-97.11,-90.06,3050.14,3592.87,3376.01,3629.16,7906.36,1696.25,3877.96,3061.51,,
+17/06/2018,0,,-41.39,-99.1,-116.36,-99.92,-103.2,-92.62,-96.16,-97.11,-90.26,3020.58,3600.94,3253.07,3627.72,7908.3,2400.23,3879.4,3406.68,,
+18/06/2018,0,,-41.83,-99.1,-116.27,-99.92,-103.15,-92.62,-96.16,-97.11,-90.26,2989.69,3603.71,4257.11,3629.3,7448.08,2792.56,3874.43,2905.13,,
+19/06/2018,0,0,-42.28,-99.1,-116.27,-99.92,-103.15,-92.62,-96.21,-97.11,-90.26,2959.56,3597.73,3608.03,3624.98,7901.57,2179.37,3873.1,2955.74,,
+20/06/2018,0,,-42.71,-99.1,-116.03,-99.92,-103.15,-92.62,-96.21,-97.11,-90.26,2930.29,3594.82,3285.72,3624.55,7903.62,2135.41,3872.7,3482.93,,
+21/06/2018,0,0,-43.2,-99.1,-116.03,-100.22,-103.16,-92.62,-96.37,-97.11,-90.55,2903.15,3595.82,3275.93,3625.2,7906.57,1814.83,3879.94,3460.97,20,
+22/06/2018,0,0,-43.53,-99.1,-116.27,-101,-103.25,-92.62,-96.21,-97.11,-90.55,2881.08,3592.62,4243.28,3628.73,6893.6,2026.55,3441.06,2740.03,,
+23/06/2018,0,,-43.89,-99.1,-116.03,-101,-103.25,-92.62,-96.12,-97.11,-90.94,2854.62,3589.42,3480.44,3623.62,7907.47,2238.91,3885.37,3460.25,,
+24/06/2018,0,,-43.89,-99.1,-116.28,-101,-103.25,-92.62,-95.92,-97.11,-90.94,2831.51,3585.82,4211.53,3623.26,7907.4,1981.58,3884.65,3482.24,,
+25/06/2018,,,-43.89,-99.1,-116.28,-101,-103.25,-92.62,-96.23,-97.66,-90.94,1964.41,3588.08,3588.52,3625.34,7912.15,2417.65,3885.01,3066.95,,
+26/06/2018,0,0,-40.88,-99.21,-116.29,-100.78,-103.25,-92.65,-95.92,-97.66,-90.71,0.54,3586.07,3774.46,3626.78,7916.36,2724.66,3884.08,3491.82,,
+27/06/2018,0,0,-40.88,-99.35,-116.29,-100.75,-103.27,-92.68,-94.77,-97.66,-90.71,1963.01,3579.66,4204.98,3624.73,7913.09,2270.34,3881.2,3489.73,,
+28/06/2018,,,-40.88,-99.36,-116.45,-100.74,-103.27,-92.69,-93.42,-97.74,-90.71,3071.23,3584.81,3619.22,3628.15,7918.27,2031.84,3887.39,3045.1,,
+29/06/2018,0,0,-43.78,-99.38,-116.45,-100.73,-103.27,-92.71,-94.87,-97.76,-91.18,2859.91,3581.32,3301.27,3626.75,7871.62,2371.25,3876.01,3222.4,,
+30/06/2018,0,0,-44.88,-99.43,-116.29,-100.72,-103.27,-92.72,-94.34,-97.76,-91.18,2773.76,3574.51,4194.43,3624.05,7143.37,2266.85,3873.17,3477.24,,
+01/07/2018,0,0,-45.61,-99.49,-116.52,-100.71,-103.28,-92.74,-96.03,-97.82,-91.18,2719.94,3577.25,4180.72,3625.74,7915.28,2359.62,3873.56,3477.1,,
+02/07/2018,0,0,-46.43,-99.6,-116.55,-100.69,-103.28,-92.74,-96.64,-97.82,-91.34,2680.52,3572.78,4170.06,3624.73,7914.56,2168.35,3870.9,3473.64,,
+03/07/2018,0,0,-46.63,-99.63,-116.56,-100.69,-103.28,-92.74,-96.48,-97.82,-91.34,2647.01,3571.81,3608.82,3623.11,7919.24,2704.21,3869.06,3449.23,,
+04/07/2018,0,0,-47.23,-99.63,-116.56,-100.69,-103.28,-92.74,-96.39,-97.82,-91.34,2616.62,3569.29,4170.96,3624.05,7921.58,2204.14,3869.39,3469.93,,
+05/07/2018,0,0,-47.45,-99.63,-116.56,-100.69,-103.28,-92.74,-96.39,-97.82,-91.52,2593.48,3566.84,4155.37,3619.94,7916.58,2318.98,3866.98,3465.58,,25
+06/07/2018,0,,-47.96,-99.63,-116.56,-100.69,-103.28,-92.74,-96.39,-97.82,-91.69,2569.61,3572.24,4161.53,3623.98,7926.44,2679.66,3868.67,3466.33,,
+07/07/2018,0,0,-48.17,-99.63,-116.56,-100.69,-103.28,-92.74,-96.39,-97.82,-91.86,2544.16,3567.02,4135.39,3624.41,7921.84,2695.68,3865.72,3469.21,,
+08/07/2018,0,0,-48.49,-99.63,-116.56,-100.69,-103.28,-92.74,-96.39,-97.82,-92.03,2518.42,3565.4,4124.27,3623.65,7921.4,2692.3,3865.75,3468.85,,
+09/07/2018,0,0,-48.69,-99.63,-116.56,-100.69,-103.28,-92.74,-96.39,-97.82,-92.03,2497.5,3564.61,4112.68,3623.54,7921.26,2694.2,3863.88,3469.43,,
+10/07/2018,3,0,-48.91,-99.63,-116.56,-100.69,-103.28,-92.74,-96.39,-97.82,-92.03,2475.86,3561.98,4107.1,3621.85,7918.6,2694.1,3862.73,3467.27,,
+11/07/2018,0,0,-49.27,-99.4,-116.56,-100.69,,-92.74,-96.62,-98.24,-91.86,2449.55,3557.27,4104.97,3617.06,7912.26,2696.47,3860.75,3462.8,,
+12/07/2018,0,0,-49.27,-99.4,-116.6,-100.69,,-92.74,-96.78,-98.31,-91.75,2422.01,3556.94,4098.1,3618.25,7912.51,2695.36,3888.43,3462.37,,
+13/07/2018,,0,-49.27,-99.4,-116.87,-100.8,,-92.82,-96.89,-98.64,-91.75,2311.24,3541.07,4113.83,3221.39,7900.31,2502.9,3944.77,3431.56,,
+14/07/2018,0,0,-49.28,-99.58,-116.87,-100.81,-103.37,-92.82,-97.32,-98.77,-91.75,1792.33,3547.91,4119.3,3633.95,7911,2680.2,3943.8,3463.09,,27
+15/07/2018,0,0,-49.28,-99.58,-116.87,-100.82,-103.39,-92.82,-97.32,-98.64,-91.75,2180.3,3563.06,4108.46,3639.06,7919.42,2681.06,3939.34,3468.2,,
+16/07/2018,,5,-49.58,-99.58,-116.87,-100.82,-103.39,-92.82,-97.32,-98.64,-91.94,2115.86,3563.46,4098.85,3638.12,7918.13,2677.36,3932.78,3466.76,,
+17/07/2018,,,-49.73,-99.59,-116.87,-100.82,-103.39,-92.82,-95.95,-98.9,-91.94,2087.96,3562.13,4093.56,3639.17,7919.64,2688.95,3921.95,3467.12,,
+18/07/2018,0,0,-49.74,-99.61,-116.9,-100.83,-103.39,-92.82,-95.95,-98.74,-92.12,2082.96,3561.73,3741.05,3636.58,7916.11,2550.28,3903.73,3162.6,,
+19/07/2018,0,0,-49.83,-99.63,-116.9,-100.83,-103.39,-92.83,-95.95,-98.64,-92.2,2048.54,3556.33,4106.16,3634.13,7913.3,2410.7,3878.1,3462.23,,
+20/07/2018,0,0,-49.94,-99.65,-116.9,-100.84,-103.39,-92.84,-97.08,-98.64,-92.28,1959.95,3554.35,4092.59,3634.24,7912.62,2679.8,3854.66,3464.71,,
+21/07/2018,0,0,-50.08,-99.66,-116.89,-100.84,-103.39,-92.84,-97.31,-98.64,-92.28,1949.22,3554.75,4086.22,3634.63,7913.41,2677.64,3851.89,3466.19,,
+22/07/2018,0,0,-50.22,-99.66,-116.89,-100.84,-103.4,-92.84,-97.31,-98.64,-92.28,1944.36,3552.66,4077.94,3632.72,7907.4,2676.96,3847.54,3465.83,,
+23/07/2018,,,-50.54,-99.66,-116.89,-100.88,-103.4,-92.84,-97.32,-98.64,-92.14,1840.36,3408.23,3903.7,3484.8,7583.83,2567.02,3682.22,3325.82,,
+24/07/2018,0,0,-50.58,-99.66,-116.95,-100.88,-103.44,-92.86,-97.33,-98.64,-92.14,1916.78,3553.45,3760.63,3633.59,7545.78,2684.95,3839.36,3184.63,,
+25/07/2018,0,0,-51.02,-99.76,-116.95,-100.89,-103.46,-92.86,-97.33,-98.64,-92.14,1917.47,3553.38,3705.26,3631.86,7903.8,2682.86,3835.62,3200.15,,
+26/07/2018,,0,-51.2,-99.82,-116.99,-100.93,-103.46,-92.86,-97.33,-98.93,-92.17,1899.43,3551.98,4089.56,3633.59,7905.92,2681.78,3831.62,3465.58,,
+27/07/2018,0,0,-51.58,-99.82,-117.01,-100.93,-103.46,-92.86,-97.33,-98.93,-92.17,1872.5,3552.23,4082.15,3634.38,7908.91,2688.37,3826.73,3466.73,,
+28/07/2018,0,0,-51.87,-99.82,-117.06,-100.93,-103.46,-92.86,-97.33,-98.93,-92.17,1852.34,3550.03,4049.14,3632.08,7905.89,2686.46,3822.55,3464.53,,
+29/07/2018,0,0,-51.92,-99.87,-117.09,-100.93,-103.45,-92.87,-97.33,-98.93,-92.2,1843.34,3548.84,4099.36,3630.02,7902.14,2680.2,3825.72,3463.31,,
+30/07/2018,0,0,-52.1,-99.95,-117.14,-100.92,-103.44,-92.89,-97.33,-98.93,-92.26,1814.54,3549.2,4089.82,3629.77,7901.1,2683.58,3824.21,3462.95,,
+31/07/2018,0,0,-52.31,-99.95,-117.18,-100.91,-103.44,-92.9,-97.33,-98.93,-92.32,1787.87,3549.78,4082.22,3629.02,7903.8,2680.67,3823.63,3462.23,,
+01/08/2018,0,0,-52.47,-99.95,-117.18,-100.9,-103.44,-92.9,-97.33,-98.94,-92.38,1760.54,3548.66,4071.74,3627.83,7904.05,2672.42,3822.44,3459.74,,
+02/08/2018,,0,-52.47,-99.94,-117.18,-100.9,-103.44,-92.9,-97.33,-98.97,-92.44,1977.73,3424.57,3924.4,3626.6,7906.03,2563.92,3699.07,3331.73,,
+03/08/2018,,,-53.59,-99.88,-117.12,-100.9,-103.47,-92.92,-97.33,-99.03,-92.54,2018.56,3551.4,4080.02,3614.51,7906.5,2665.12,3898.33,3456.07,,
+04/08/2018,,0,-53.7,-99.83,-117.11,-100.91,-103.47,-92.92,-97.33,-99.03,-92.67,1034.82,3550.57,3510.22,3613.86,7904.84,2690.28,3893.69,3456.83,,
+05/08/2018,,0,-53.59,-99.82,-117.05,-100.93,-103.48,-92.91,-97.33,-99.11,-92.73,2053.37,3554.82,3654.76,3615.41,7700.08,2696.65,3893.76,2507.47,,
+06/08/2018,0,,-46.46,-99.79,-115.74,-100.93,-103.48,-92.91,-97.33,-99.21,-92.76,1873.4,3558.38,1935.61,3613.39,7899.3,2683.69,3893.98,3457.55,,
+07/08/2018,,0,-46.83,-99.79,-115.74,-100.93,-103.48,-92.92,-97.33,-99.21,-92.79,1553.98,3409.67,3545.39,3378.35,7367.22,2483.64,3630.53,3219.62,,
+08/08/2018,,,-46.83,-99.79,-115.72,-100.93,-103.49,-92.92,-97.33,-99.23,-92.79,1664.78,3559.79,3803.47,3604.28,7899.73,2651.29,3905.46,3454.27,,
+09/08/2018,0,0,-46.46,-99.83,-115.72,-101.07,-103.51,-92.92,-97.33,-99.24,-92.79,1650.89,3549.64,3789.83,3599.64,7894.15,2676.89,3896.14,3450.49,,
+10/08/2018,0,0,-46.83,-99.83,-115.72,-101.07,-103.51,-92.92,-97.33,-99.27,-92.79,1299.46,3552.55,3166.34,3601.76,7897.25,2689.7,3894.52,3376.19,,
+11/08/2018,0,0,-47.06,-99.83,-115.42,-101.07,-103.51,-92.92,-97.33,-99.27,-92.79,894.6,3552.19,3784.82,3601.98,7897.82,2678.62,3890.84,3454.99,,
+12/08/2018,0,0,-47.1,-99.83,-114.88,-101.07,-103.51,-92.92,-97.33,-99.27,-92.63,1642.86,3553.34,3780.9,3600.9,7897,2683.15,3887.82,3454.45,,
+13/08/2018,,0,-47.76,-99.83,-114.88,-101.07,-103.51,-92.92,-97.33,-99.27,-92.45,1615.54,3549.53,3775.46,3599.68,7896.53,2689.34,3882.31,3454.34,,
+14/08/2018,,,-47.89,-99.83,-114.34,-101.07,-103.51,-92.92,-97.33,-98.75,-91.95,1136.48,2515.21,2013.12,2550.31,5595.59,1906.63,2705.36,1970.28,,
+15/08/2018,,,-47.89,-99.58,-114.02,-101.07,-103.51,-92.94,-97.33,-98.7,-91.92,1595.66,3557.95,2593.98,3595.57,7906.14,2680.88,3358.26,3289.28,,
+16/08/2018,,0,-47.89,-99.5,-114.02,-100.99,-103.46,-92.94,-97.33,-98.7,-91.92,1516.1,3562.38,2144.48,3597.01,7656.26,2692.8,3911.15,2654.64,,
+17/08/2018,,,-43.86,-99.27,-114.21,-100.98,-103.46,-92.94,-97.32,-98.7,-92.45,1378.51,3456.86,2363.4,3595.97,7755.08,2613.46,3751.38,2388.24,,22
+18/08/2018,,,-41.08,-99.23,-114.21,-100.81,-103.46,-92.85,-96.91,-98.75,-92.34,1032.37,2760.26,2773.26,3609.76,7632.11,2474.89,3482.82,3200.83,,
+19/08/2018,0,,-40.82,-99.22,-114.21,-100.81,-103.46,-92.73,-96.68,-98.88,-92.34,1487.23,3517.67,3590.32,3600.04,7906.18,2538.4,3891.92,3440.56,,
+20/08/2018,,,-40.82,-99.18,-114.48,-100.81,-103.46,-92.73,-96.44,-98.88,-92.52,1484.17,3520.26,2935.12,3599.1,7905.24,2159.96,3914.75,2888.75,,
+21/08/2018,,,-40.91,-99.18,-114.56,-100.81,-103.46,-92.73,-96.46,-98.88,-92.34,1220.15,3117.96,1895.83,3603.64,7400.95,1956.31,3247.99,2983.18,,
+22/08/2018,,11,-40.91,-99.18,-114.56,-100.35,-103.46,-92.77,-96.16,-98.88,-92.34,1495.44,3549.49,3595.57,3614.65,7905.53,2637.61,3897.25,3447.97,,
+23/08/2018,,,-40.94,-99.47,-114.56,-100.35,-103.46,-92.78,-96.09,-98.88,-91.35,1495.69,3512.2,3586.9,3112.81,7866.97,2633.04,3867.48,3408.8,,
+24/08/2018,0,0,-42.04,-99.62,-114.56,-100.35,-103.48,-92.98,-95.98,-99,-91.35,1460.77,3532.54,3592.55,3619.91,6526.51,2632.1,3908.38,3452.26,,
+25/08/2018,0,,-42.14,-99.64,-114.55,-100.68,-103.51,-92.99,-96.35,-99,-91.35,1458.07,3550.39,2434.61,3617.03,7903.55,1840.18,3915.86,3450.2,,
+26/08/2018,,,-42.14,-99.64,-114.55,-100.84,-103.52,-93,-96.22,-99.02,-92.79,1458.14,3548.52,2824.88,3617.68,7905.02,2568.6,3908.88,2944.44,,
+27/08/2018,0,0,-42.14,-99.64,-114.55,-101.01,-103.54,-93.01,-96.7,-99.31,-92.79,1454.47,3550.25,2461.68,3617.5,7902.07,2752.2,3907.19,3450.42,,
+28/08/2018,0,0,-42.71,-99.64,-114.62,,-103.54,,-96.93,-99.53,-92.79,1445.65,3544.99,3143.23,3618.04,7900.31,2709.32,3888.9,3109,,
+29/08/2018,0,0,-42.71,-99.64,-114.77,,-103.54,,-96.93,-99.53,-92.79,1440.9,3546.72,3128.83,3619.01,7901.96,2398.68,3879.22,3449.05,,
+30/08/2018,0,0,-43.23,-99.8,-114.84,-100.17,-103.5,-93.11,-96.75,-99.54,-92.79,1428.41,3539.2,3577.21,3614.15,7894.62,2678.76,3861.11,3445.45,,
+31/08/2018,,,-43.83,-99.8,-114.84,-100.6,-103.52,-93.09,-96.93,-99.54,-92.47,1417.75,3521.52,3419.1,3592.55,7896.17,2426.54,3877.92,3321.47,,
+01/09/2018,,,-43.83,-99.8,-114.84,-101.02,-103.54,-93.06,-96.84,-99.54,-92.47,527.8,1320.77,1340.96,1350.65,2959.56,1002.38,1451.77,1291.86,,
+02/09/2018,,0,-44.43,-99.8,-114.74,-101.06,-103.58,-93.06,-96.75,-99.56,-92.47,1399.18,3545.46,3265.7,3605,7894.73,2360.59,3515.29,3064.57,,
+03/09/2018,,,-44.45,-99.8,-114.74,-101.06,-103.58,-93.06,-96.75,-99.84,-92.47,1391.26,3544.78,3124.19,3605.87,7893.36,2359.44,3873.74,3100.43,,
+04/09/2018,,0,-44.57,-99.83,-114.74,-101.06,-103.58,-93.06,-96.16,-99.84,-92.41,1386.29,3544.78,3177.4,3605.33,7893.11,2377.22,3497.54,3145.57,,
+05/09/2018,,0,-44.72,-100.13,-114.74,-101.06,-103.58,-93.06,-93.51,-99.95,-92.5,1388.84,3545.03,3068.32,3605.76,7893.72,2570.04,3865.32,3443.65,,
+06/09/2018,0,0,-44.82,-100.18,-114.74,-101.06,-103.58,-93.06,-94.7,-100.15,-92.65,1384.88,3531.92,3578.4,3603.1,7883.96,2674.15,3854.45,3405.71,,
+07/09/2018,1,2,-44.87,-100.18,-114.82,-101.06,-103.58,-93.06,-95.9,-100.54,-92.65,1379.52,3545.28,3203.57,3604.64,7892.68,2371.93,3858.34,3222.76,,
+08/09/2018,,0,-44.93,-100.18,-115.08,-101.06,-103.58,-93.06,-95.9,-100.71,-92.8,1146.89,2957.4,2626.6,3006.4,6580.51,2091.28,3211.2,2537.57,,
+09/09/2018,,0,-44.93,-100.18,-115.08,-101.06,-103.58,-93.06,-96.4,-100.81,-92.8,971.06,2508.73,2534.8,2553.3,5588.86,1897.56,2718.32,2439.11,,
+10/09/2018,0,0,-44.96,-99.7,-115.08,-101.04,-102.77,-93.05,-97.34,-100.81,-92.8,967.57,2505.31,2538,2552.18,5585.47,1874.41,2713.43,2438.28,,
+11/09/2018,0,0,-45.12,-99.21,-115.08,-100.69,,-92.94,-97.34,-100.71,-92.77,1361.59,3532.39,3581.68,3603.06,7884.9,2674.37,3824.06,3441.28,,
+12/09/2018,0,0,-45.18,-99.21,-115.14,-100.69,,-92.94,-97.34,-100.71,-92.77,1359.65,3530.59,3578,3602.27,7883.93,2673.83,3817.3,3440.88,,
+13/09/2018,,0,-45.25,-99.21,-115.14,-100.69,,-92.94,-97.25,-100.88,-92.77,1247.8,3227,3276.58,3296.16,7213.03,2440.48,3504.89,3133.37,,
+14/09/2018,0,0,-45.46,-99.95,-115.33,-100.9,-103.58,-93.05,-97.25,-100.88,-93.56,1358.53,3539.45,3575.41,3607.31,7889.8,2671.16,3846.2,3433.18,,
+15/09/2018,,0,-45.64,-99.95,-115.52,-100.9,-103.58,-93.05,-97.25,-100.9,-93.67,1356.16,3532,3567.89,3601.19,7880.22,2667.13,3836.59,3442.46,,
+16/09/2018,,0,-45.64,-99.96,-115.52,-100.9,-103.58,-93.05,-97.25,-100.9,-93.67,1351.76,3532.5,3567.67,3602.2,7882.42,2658.67,3834,3444.05,,
+17/09/2018,,,-45.64,-99.96,-115.52,-100.9,-103.58,-93.05,-97.25,-100.9,-93.67,955.87,2501.24,2525.26,2552,5584,1877.51,2714,2439.9,,
+18/09/2018,,,-45.71,-99.86,-115.43,-100.9,,-93.05,-95.79,-100.56,-92.14,1347.41,3532.72,3562.34,3604.21,7884.43,2653.2,3830.44,3445.81,,
+19/09/2018,,,-45.8,-99.74,-115.14,-100.72,,-92.98,-93.54,-100.32,-92.14,1346.11,3528.54,3553.81,3601.48,7880.29,2660.44,3830.29,3443.58,19,
+20/09/2018,,,-45.88,-99.55,-115.14,-100.49,,-92.9,-93.54,-100.32,-92.14,1345.97,3527.89,3547.91,3600,7878.92,2679.84,3827.41,3442.25,,
+21/09/2018,,0,-45.97,-99.37,-115.14,-100.26,,-92.82,-93.48,-100.32,-92.57,1345.93,3536.71,3033.18,3602.84,7885.84,2193.34,3841.74,3063.53,,
+22/09/2018,,0,-45.99,-99.18,-115.51,-100.03,,-92.75,-92.95,-100.4,-92.7,1344.31,3533.29,3306.35,3601.62,7884.54,2593.76,3831.16,3143.74,,
+23/09/2018,,0,-46.05,-99.18,-115.54,-100.03,,-92.75,-94.2,-100.4,-92.7,1342.37,3529.08,3575.52,3597.62,7878.38,2663.64,3816.54,3437.86,,
+24/09/2018,,,-46.12,-99.18,-115.54,-100.03,,-92.75,-95.03,-100.49,-92.7,1340.86,3535.49,3144.85,3601.84,7884.86,2377.04,3822.48,3442.75,,
+25/09/2018,9,,-46.13,-100.06,-115.54,-100.53,-103.69,-93.11,-96.11,-100.49,-92.5,1341.18,3531.74,3201.91,3598.63,7880.58,2373.19,3772.8,3423.96,,
+26/09/2018,0,0,-46.21,-100.06,-115.56,-100.53,-103.7,-93.11,-97.1,-101.12,-92.3,1344.56,3526.81,3563.6,3600.54,7877.77,2665.4,3771,3437.93,,
+27/09/2018,0,0,-46.35,-100.06,-115.72,-100.53,-103.7,-93.11,-97.19,-101.41,-91.66,1343.84,3529.4,3167.68,3599.82,7872.84,2349.07,3807.43,3425.98,,17
+28/09/2018,0,0,-46.35,-99.89,-115.93,-100.51,-103.71,-93.1,-97.23,-101.41,-90.47,1341.94,3521.45,3559.1,3599.53,7868.74,2646.76,3800.2,3450.2,,
+29/09/2018,0,0,-46.21,-99.71,-116.14,-100.5,-103.71,-93.09,-97.27,-101.41,-90.47,1341.07,3522.35,3567.67,3594.85,7867.4,2657.66,3800.23,3438.65,,
+30/09/2018,,0,-46.35,-99.71,-116.14,-100.5,-103.72,-93.09,-97.3,-101.16,-90.47,1338.41,3523.75,3560.54,3597.01,7868.66,2653.92,3797.57,3439.44,,
+01/10/2018,1,,-46.35,-99.71,-116.14,-100.5,-103.72,-93.09,-97.32,-101.16,-90.47,1336.64,3509.71,3559.54,3596.87,7866.58,2642.94,3774.89,3425.62,,
+02/10/2018,,0,-46.62,,-116.02,-100.94,-103.75,-93.27,-97.34,-101.16,-96.98,1335.17,3525.48,3558.49,3606.37,7864.6,2662.67,3765.67,3432.96,,
+03/10/2018,0,0,-46.62,,-116.02,-100.94,-103.75,-93.27,-97.36,-101.69,-96.98,1332.43,3527.28,3556.87,3607.56,7868.74,2664.4,3795.48,2053.51,,
+04/10/2018,0,0,-46.62,,-116,-100.94,-103.75,-93.27,-97.43,-101.69,-96.98,1331.53,3531.2,3555,3608.5,7869.67,2642.58,3798.14,2331.22,,
+05/10/2018,9,,-46.62,,-115.87,-100.94,-103.75,-93.27,-96.79,-101.69,-96.02,1327.03,3528.86,3548.45,3605.72,7865.89,2648.12,3793.21,3363.37,,
+06/10/2018,20,,-46.62,,-115.76,-100.94,-103.75,-93.08,-96.14,-101.71,-94.11,1327.18,3527.06,3541.93,3604.43,7867.33,2643.98,3782.05,2640.24,,
+07/10/2018,,,-46.82,,-115.71,-101.04,-103.84,-93.08,-95.71,-101.68,-94.11,1325.84,3524.47,3534.55,3596.04,7864.2,2643.84,3780.58,3414.31,,
+08/10/2018,,,-46.95,,-115.71,-101.04,-103.84,-93.08,-95.71,-101.68,-94.11,1318.5,3201.59,3333.96,3596.29,7868.77,2662.74,3783.71,3409.7,,
+09/10/2018,,,-46.95,,-115.69,-101.04,-103.84,-93.08,-95.64,-101.95,-94.11,1316.12,3172.57,3263.04,3597.37,7866.97,2571.88,3777.59,3417.3,,
+10/10/2018,,0,-46.99,,-115.71,-100.6,-103.76,-93.12,-95.27,-101.95,-94.25,1316.74,3135.42,3167.14,3605.51,7867.04,2592.36,3771.79,3435.91,,
+11/10/2018,,,-46.99,,-115.76,-100.6,-103.76,-93.17,-95.26,-101.95,-94.44,1327.18,3528.14,3545.86,3606.84,7876.62,2654.03,3816.79,3441.96,,
+12/10/2018,0,0,-46.99,,-115.83,-100.6,-103.76,-93.21,-95.62,-102.03,-94.44,1321.85,3096.07,3179.56,3603.64,7864.78,2442.64,3838.1,3434.36,,
+13/10/2018,0,0,-47.03,,-115.86,-100.6,-103.76,-93.25,-95.26,-102.05,-94.44,1320.77,3166.16,3270.49,3605.18,7866.04,2433.53,3863.3,3432.64,,
+14/10/2018,0,0,-47.03,,-115.86,-100.6,-103.76,-93.3,-95.26,-102.06,-94.44,1319.44,3156.12,3547.04,3603.67,7864.78,2383.24,3856.93,3431.12,,
+15/10/2018,,0,-47.03,,-115.85,-100.6,-103.76,-93.34,-94.86,-102.14,-94.44,1316.92,3180.64,3541.1,3606.73,7867.4,2410.02,3855.2,3433.32,,
+16/10/2018,0,0,-47.02,,-115.85,-100.6,-103.76,-93.36,-96.08,-102.16,-94.44,1313.21,3099.71,3139.45,3606.3,7867.66,2635.52,3856.61,3433.82,,
+17/10/2018,,,-47.02,,-115.69,-100.6,-103.76,-93.36,-96.55,-102.16,-94.44,1309.07,3180.96,3298.32,3606.01,7868.59,2333.48,3857.04,3432.78,,
+18/10/2018,0,0,-47.02,,-115.69,-100.6,-103.76,-93.36,-97.16,-102.4,-94.44,1308.1,3156.08,3226.39,3607.24,7868.59,2606.26,3858.95,3433.86,,
+19/10/2018,0,0,-47.24,,-115.69,-100.6,-103.76,-93.36,-97.33,-102.7,-94.44,1305.5,3221.89,3275.46,3605.18,7865.5,2442.46,3855.85,3432.02,,
+20/10/2018,0,0,-47.24,,-115.69,-100.6,-103.76,-93.36,-97.34,-102.7,-94.44,1301.54,3165.19,3194.53,3602.95,7861,2677.36,3852.25,3429.14,,
+21/10/2018,,,-47.24,,-115.69,-100.6,-103.76,-93.36,-97.34,-102.7,-94.44,1243.33,2960.21,3400.96,3453.77,7533.4,2543.15,3678.55,3286.8,,
+22/10/2018,,,-47.17,,-115.91,-101.44,-103.9,-93.35,-97.34,-102.67,-94.49,1294.56,3272.08,3253.86,3600.61,7855.2,2542.28,3833.78,3426.84,,
+23/10/2018,0,0,-47.17,,-115.61,-101.44,-103.9,-93.35,-96.51,-102.67,-94.49,1292.26,3117.02,3161.2,3599.75,7853.98,2500.81,3833.35,3424.97,,
+24/10/2018,0,0,-47.17,,-115.61,-101.44,-103.9,-93.35,-95.09,-102.58,-94.49,1293.37,3112.7,3210.98,3602.77,7856.24,2645.75,3831.59,3429.32,,
+25/10/2018,0,0,-47.17,,-115.91,-101.44,-103.9,-93.35,-95.09,-102.58,-94.49,1292.4,3239.32,3548.09,3604.36,7858.62,2481.55,3825.4,3430.98,,
+26/10/2018,,0,-47.17,,-116.06,-101.44,-103.9,-93.35,-95.55,-102.58,-94.49,1287.4,3180.82,3277.62,3602.3,7854.62,2725.49,3617.89,3427.42,,
+27/10/2018,,,-47.36,,-116.08,-101.17,-103.88,-93.27,-96.61,-102.62,-94.45,1291.14,3158.5,3537.18,3595.9,7854.88,2646.68,3791.92,3414.71,,
+28/10/2018,,23,-47.58,,-116.08,-100.81,-103.88,-93.27,-96.61,-102.27,-94.45,1347.8,3667.14,3673.48,3733.06,8181,2723.54,3935.66,3554.68,,
+29/10/2018,,,-47.66,-100.82,-116.06,-100.73,-103.88,-93.27,-96.61,-102.27,-94.45,1272.85,3407.83,3483.76,3527.96,7735.54,2483.35,3725.1,3357.9,,
+30/10/2018,,5,-48.33,-100.82,-116.15,-100.73,-103.94,-93.41,-96.91,-102.27,-94.46,1279.94,3538.22,3538.33,3584.92,7864.45,2641.86,3786.44,3426.48,,
+31/10/2018,,,-48.35,-100.7,-116.15,-100.73,-103.94,-93.41,-97.21,-102.27,-94.46,1273.36,3524.08,3531.78,3595.36,7864.24,2647.26,3799.4,3419.46,,
+01/11/2018,,,-48.35,-100.64,-116.15,-101.42,-103.95,-93.41,,-102.27,-94.48,1271.59,3515.22,3057.62,3610.4,7861.32,1892.27,3621.17,3229.56,,
+02/11/2018,18,23,-48.35,-100.64,-116.27,-101.52,-103.97,-93.42,,-102.51,-94.53,1271.99,3529.22,3537.94,3611.27,7856.46,2655.14,3821.47,3425.83,,
+03/11/2018,,,-48.35,-100.64,-116.27,-101.52,-103.97,-93.42,,-102.51,-94.53,1277.42,3537.83,3529.19,3611.27,7855.31,2689.96,3817.91,3426.77,,
+04/11/2018,18,,-48.01,-100.64,-116.27,-101.52,-103.97,-93.42,,-102.51,-94.53,1285.09,3533.44,3523.9,3609.94,7852.36,2645.28,3800.34,3424.9,,
+05/11/2018,,,-48.01,-100.64,-116.27,-101.52,-103.97,-93.42,,-102.51,-94.53,1286.06,3534.41,3110.44,3607.34,7847.24,2393.78,3803,3423.38,,
+06/11/2018,,,-48.01,-100.64,-116.3,-101.52,-103.97,-93.42,,-102.51,-94.53,1292.08,3532.86,3525.16,3607.92,7848.68,2642.72,3793.14,3425.62,,
+07/11/2018,,,-47.58,-100.64,-116.3,-100.85,-103.97,-93.42,,-103.31,-94.4,1301.18,3520.94,3528.04,3592.33,7845.91,2644.2,3744.58,3408.12,,
+08/11/2018,,0,-47.34,-100.67,-116.41,-100.85,-103.97,-93.42,,-103.35,-94.4,1307.23,3532.97,3523.28,3589.52,7841.45,2646.36,3765.89,3401.93,,
+09/11/2018,,,-47.24,-100.82,-116.42,-100.85,-103.97,-93.17,,-103.35,-94.4,1309.1,3517.56,3531.17,3575.16,7843.1,2632.5,3749.83,3404.27,,
+10/11/2018,,0,-47.24,-100.91,-116.42,-100.85,-103.87,-93.16,,-103.35,-94.4,1310.36,3532.39,3534.37,3581.14,7842.67,2633.58,3733.99,3402.97,,
+11/11/2018,,0,-47.2,-100.91,-116.41,-100.85,-103.87,-93.16,,-103.27,-94.4,1310.58,3533.98,3523.21,3580.81,7841.12,2644.16,3737.63,3404.88,,
+12/11/2018,,,-47.2,-100.91,-116.26,-100.85,-103.87,-93.16,,-103.27,-94.4,1309.64,3532,3517.06,3579.23,7836.48,2647.66,3756.85,3405.13,,
+13/11/2018,,0,-47.2,-100.91,-116.19,-100.85,-103.87,-93.16,,-103.27,-94.4,1308.35,3518.24,3198.74,3562.99,7816.1,2414.84,3718.91,3390.52,,
+14/11/2018,,,-47.35,-100.91,-116.19,,-103.87,,,-103.73,,1309.14,3520.51,3523.72,3567.92,7821.36,2639.16,3710.3,3395.88,,
+15/11/2018,,0,-47.35,-100.91,-116.44,,-103.87,,,-103.75,,1311.88,3536.24,3206.38,3580.34,7838.57,2665.69,3723.12,3408.55,,
+16/11/2018,,0,-47.35,-100.91,-116.62,,,,,-103.75,,1312.09,3534.91,3524,3581.24,7839.29,2640.67,3712.43,3409.02,,
+17/11/2018,0,0,-47.08,-100.91,-116.56,,-103.98,,,-103.75,,1310.4,3533,3516.62,3580.38,7837.31,2631.56,3707.39,3408.37,,
+18/11/2018,0,0,-46.86,-100.91,-116.56,,-103.98,,,,,1309.1,3528.83,3511.66,3579.19,7834.1,2622.13,3701.16,3406.25,,
+19/11/2018,8,,-46.86,-100.91,-116.5,-100.88,-103.98,-93.52,,-103.39,-93.92,1313.03,3536.24,3506.98,3576.64,7843.07,2610.68,3704.54,3409.13,,
+20/11/2018,,,-46.86,-100.87,-116.5,-100.88,-103.98,-93.52,,-103.39,-93.92,926.1,2504.95,2488.07,2537.14,5551.67,1857.64,2627.89,2413.8,,
+21/11/2018,,,-46.7,-100.9,-116.5,,-103.98,,,,,0,0,0,0,0,0,0,0,,
+22/11/2018,,,-46.39,-100.9,-116.41,,-104.1,,-97.06,,,0,0,0,0,0,0,0,0,,
+23/11/2018,,,-46.39,-100.9,-116.41,-101.64,-104.1,-93.53,-97.06,-103.84,-94.14,488.05,1325.52,1309.82,1343.09,2938.1,988.88,1394.75,1277.71,,
+24/11/2018,14,,-46.39,-100.9,-116.41,-101.64,-104.1,-93.53,-97.06,-103.84,-94.14,1303.56,3534.19,3495.06,3580.02,7831.26,2301.19,3723.44,3405.02,,
+25/11/2018,,,-46.39,-100.9,-116.41,,-104.1,,-97.06,-103.84,,1318.36,3538.19,3503.2,3581.24,7833.38,2086.7,3730.03,3406.5,,
+26/11/2018,,,-45.07,-100.85,-116.24,,-104.11,,-97.06,,,55.94,147.64,145.91,149.58,326.84,109.44,155.09,142.27,,
+27/11/2018,4,,-44.98,-100.79,-115.98,,-104.12,,-96.43,,,0,0,0,0,0,0,0,0,,
+28/11/2018,0,0,-44.7,-100.79,-115.98,-101.64,-104.12,-93.45,-95.82,-102.52,-94.09,856.84,2192,2191.32,2237.9,4648.86,1573.24,1982.95,2130.26,,
+29/11/2018,,0,-44.57,-100.79,-115.99,-101.64,-104.12,-93.45,-95.82,-102.34,-94.15,1372.28,3175.85,3504.2,3580.49,6782.65,2248.6,3739.14,3407.29,,
+30/11/2018,,,-44.44,-100.79,-115.98,-101.64,-104.12,-93.45,-95.82,-102.16,-94.09,1236.49,3535.63,3209.15,3578.76,7827.62,2353.68,3739.64,3190.28,,
+01/12/2018,0,0,-44.44,-100.79,-115.96,-101.64,-104.12,-93.62,-95.8,-102.1,-93.86,1389.35,3536.24,3180.78,3580.42,7830.76,2621.34,3714.62,3427.2,,
+02/12/2018,0,0,-44.44,-100.79,-115.72,-101.69,-104.01,-93.62,-95.49,-101.72,-93.95,1399.75,3531.06,3510.25,3571.09,7825.32,2613.71,3716.14,3408.12,,
+03/12/2018,6,,-44.44,-100.78,-115.59,-101.69,-104.01,-93.62,-94.76,-101.49,-93.95,1411.2,3536.57,3171.82,3573.86,7832.23,2565.61,3704.33,3399.3,,
+04/12/2018,,,-47.41,-100.78,-115.54,-101.69,-104.01,-93.62,-94.4,-101.49,-93.95,1588.9,3540.74,3193.52,3575.34,7832.27,2361.74,3414.35,3186.5,,
+05/12/2018,,0,-52.33,-100.75,-115.54,-101.44,-104.01,-93.62,-94.76,-101.49,-93.95,1782.5,3521.27,3155.8,3574.15,7833.46,2406.35,3731.04,3400.27,,
+06/12/2018,,,-52.33,-100.75,-115.59,-101.44,-104.01,-93.71,-94.76,-101.5,-93.95,1800.61,3533.26,3120.41,3576.71,7833.42,2459.02,3741.48,3401.35,,
+07/12/2018,,,-52.33,-100.78,-115.54,-101.3,-103.16,,-96.79,-101.9,-93.51,1763.86,3538.58,3079.76,3573.54,7831.91,2282.72,3753.14,3400.16,,
+08/12/2018,,6,-48.01,-100.78,-115.53,-100.96,,,-96.86,,-92.92,1667.77,3534.48,3533.58,3572.53,7830.04,2637.5,3739.36,3397.64,,
+09/12/2018,0,,-47.66,-100.77,-115.53,-100.79,,,-97,,-92.65,1685.34,3537.32,3533.4,3574.76,7833.71,2645.42,3749.11,3399.08,,
+10/12/2018,0,0,-47.57,-100.77,-115.5,-100.79,,,-97.24,,-92.65,1695.02,3527.78,3525.12,3567.53,7827.37,2632.36,3711.85,3388.14,,
+11/12/2018,0,0,-47.42,-100.7,-115.47,,,-93.53,-97.33,,,1701.61,3543.3,2736.43,3571.09,7830.14,578.66,3786.73,3415.93,,
+12/12/2018,,0,-47.38,-100.59,-115.46,-101.21,-104.05,-93.52,-97.33,-102.21,-93.63,1697.83,3537.18,3541.36,3570.41,7831.73,1794.2,3785.98,3424.82,,
+13/12/2018,,16,-45.89,-100.59,-115.46,-101.21,-104.05,-93.5,-96.92,-101.47,-93.63,1746.5,3535.78,3532.97,3571.85,7834.21,2609.93,3755.34,3425.87,,
+14/12/2018,,,-45.74,-100.63,-115.46,-101.12,-104.05,-93.5,-96.92,-100.78,-93.5,1761.55,3517.16,3217.68,3572.96,7816.14,2617.52,3704.29,3407.04,,
+15/12/2018,0,0,-45.61,-100.63,-115.46,-101.12,-104.04,-93.5,-96.92,-100.78,-93.18,1770.73,3538.8,3536.93,3577.39,7803.68,2631.02,3353.83,3009.1,,
+16/12/2018,,,-45.53,-100.63,-115.44,-101.12,-104.04,-93.5,-96.92,-100.78,-93.18,1760.18,3535.78,3529.12,3574.8,7807.25,2632.25,3778.24,3403.44,,
+17/12/2018,,,-44.75,-100.63,-115.38,-101.12,-104.04,,-96.92,-100.78,-93.18,1795.72,3540.02,3015.65,3576.02,7807.25,2628.68,3258.79,3341.66,,
+18/12/2018,,0,-44.61,-100.63,-115.3,-101.46,-104.2,,-96.92,-100.78,,1793.48,3536.39,3528,3489.88,7008.7,2627.24,3785.18,2883.6,,
+19/12/2018,,0,-44.44,-100.63,-115.25,-101.46,-104.2,,-96.92,-100.74,,1786.54,3537.29,3470.83,3582.54,7808.33,2632.97,3786.98,2907.18,,
+20/12/2018,,1,-43.43,,-115.21,-101.46,-104.2,,,-99.53,,1819.4,3539.45,2895.55,3580.56,7807.61,2618.89,3769.92,2864.52,,
+21/12/2018,0,,-43.06,-100.74,-115.18,,-104.11,,-96.91,-99.42,-93.56,1833.8,3539.95,2870.75,3580.24,7761.53,2621.7,3830.8,2885.33,,
+22/12/2018,,,-42.67,-100.74,-115.06,,-104.08,-93.55,-96.8,-99.38,-93.52,1843.7,3534.84,3532.64,3578.83,6895.37,2609.93,3572.46,3426.41,,
+23/12/2018,,,-42.63,-100.73,-115.06,-101.44,,-93.55,-96.7,-99.34,-92.73,1858.97,3522.53,2994.19,3577.9,7766.35,2598.16,3811.75,2945.56,,
+24/12/2018,,,-42.35,-100.7,-115.06,-101.44,,-93.55,-96.57,-99.34,-92.55,1871.32,3519.04,3524.8,3578.33,7259.83,2611.8,3760.85,3429.04,,
+25/12/2018,0,0,-42.35,-100.68,-115.06,-101.44,,-93.55,-96.44,-98.98,-92.55,1872.94,3538.66,2943.72,3577.03,6994.44,2620.62,3789.76,3303.61,,
+26/12/2018,0,0,-42.22,-100.62,-115.06,-101.44,,-93.55,-96.19,-98.98,-92.55,1856.45,3533.62,3533.47,3576.78,6936.01,2630.27,3735.58,3415.9,,
+27/12/2018,0,0,-42.22,-100.57,-114.97,-101.44,-104.16,-93.55,-95.93,-99.09,-92.55,1822.57,3538.22,2924.03,3577.68,7773.19,2615.76,3833.1,2961.83,,
+28/12/2018,0,0,-42.22,-100.52,-114.8,-101.44,-104.16,-93.55,-95.68,-99.09,-92.55,1865.23,3536.17,3537.43,3577.5,6985.73,2613.06,3836.84,3433.79,,
+29/12/2018,0,0,-41.34,-100.46,-114.74,-101.44,-104.16,-93.55,-95.43,-99.09,-92.54,1905.08,3539.48,3171.13,3578.33,7803.97,2608.56,3850.16,3337.06,,
+30/12/2018,,0,-40.98,-100.44,-114.77,-101.44,,-93.55,-95.3,-99.09,-92.51,1861.45,3536.24,3535.6,3577.14,7691.15,2605.68,3848.08,2987.06,,
+31/12/2018,0,0,-40.61,-100.41,-114.74,-101.44,,-93.55,-95.17,-99.09,-92.54,1913.65,3538.69,3037,3576.53,7798.61,2608.92,3846.13,3427.99,,
+01/01/2019,0,0,-37.36,-100.25,-114.57,-101.44,,-93.55,-94.41,-99.09,-91.68,1983.53,3537.04,2960.17,3575.09,7804.91,2608.7,3841.34,3390.77,4.2,8.12
+02/01/2019,0,0,-37.36,-100.23,-114.55,-101.44,,-93.55,-94.28,-99.09,-92.01,2011.07,3538.62,2830.82,3570.7,7807.61,2617.96,3846.13,3430.12,4.6,7.82
+03/01/2019,0,0,-37.36,-100.2,-114.57,-101.44,,-93.55,-94.16,-99.09,-91.86,1990.22,3537.9,2424.31,3575.02,7730.82,2620.66,3831.12,2547.36,0.1,3.32
+04/01/2019,0,0,-37.19,-100.14,-114.89,-101.44,,-93.55,-93.9,-99.09,-92.35,2020.28,3534.73,3544.06,3574.87,7801.63,2606,3820.18,3424.32,-2.36,1.49
+05/01/2019,0,0,-37.19,-100.09,-114.89,-101.44,,-93.55,-93.65,-99.09,-92.78,2008.76,3535.31,3043.22,3579.95,7800.34,2609.1,3823.63,3236.9,1.18,5.04
+06/01/2019,0,0,-37.19,-100.04,-114.64,-101.44,,-93.55,-93.4,-99.09,-92.95,2021.98,3531.17,3543.23,3575.12,7802.06,2621.27,3821.18,3204.11,4.6,7.48
+07/01/2019,0,0,-37.19,-99.99,-114.8,-101.44,,-93.55,-93.4,-99.09,-92.95,1958.58,3535.45,3538.55,3574.62,7809.41,2624.4,3828.78,3445.74,3.98,5.3
+08/01/2019,4.4,3.6,-36.88,-99.99,-114.8,-101.44,-103.73,-93.55,-93.4,-99.09,-92.98,1875.89,3535.38,2664.94,3578.22,7741.62,2621.59,3829.03,2703.82,4.66,5.93
+09/01/2019,2,11.2,-37.65,-99.99,-114.8,-101.36,-104.12,-93.56,-93.9,-99.07,-92.98,2021.33,3528.29,2701.8,3572.89,7700.9,2610.22,3797.06,2498.4,3.47,5.65
+10/01/2019,0,0,-37.65,-100.6,-114.8,-101.13,-104.18,-93.62,-97.43,-99.02,-92.98,2064.89,3528.5,3534.34,3514.5,6695.28,2612.81,3028.82,3399.59,1.3,4.84
+11/01/2019,0,0,-37.65,-100.6,-114.88,-101.13,-104.18,-93.62,-97.43,-99.02,-93.54,1998.29,3531.24,3546.43,3580.24,7799.18,2615.18,3807.11,1995.3,0.61,3.87
+12/01/2019,0,0,-37.65,-100.6,-114.89,-101.13,-104.18,-93.62,-97.43,-99.02,-93.54,1848.1,3533.22,2926.19,3578,7743.85,2617.96,3811.82,3438.83,1.22,3.34
+13/01/2019,0.2,0,-37.65,-100.6,-114.89,-101.13,-104.18,-93.62,-97.43,-99.02,-93.41,1869.98,3530.09,3410.1,3577.46,7795.55,2610.65,3809.92,3431.48,4,5.36
+14/01/2019,2,3.4,-38.22,-100.6,-114.89,-101.13,-104.15,-93.62,-97.43,-99.02,-93.39,2006.96,3528.5,3557.63,3581.82,7789.32,2616.7,3808.58,3416.51,6.2,9.04
+15/01/2019,0,0,-37.34,-100.6,-114.89,-101.13,-104.12,-93.62,-97.43,-99.02,-93.39,2039.62,3530.09,2628.29,3575.56,7790.51,2613.74,3803.22,3323.88,4.38,8.16
+16/01/2019,0,0,-36.71,-100.27,-114.51,-100.98,-104.12,-93.5,-97.43,-98.89,-93.13,1949.47,3530.48,3546.11,3578.54,7795.48,2607.8,3797.17,3428.46,4.98,6.72
+17/01/2019,8.8,7.2,-36.16,-99.94,-114.45,-100.83,-104.12,-93.38,-97.43,-98.76,-93.01,2002.72,3529.98,2750.04,3576.82,7724.95,2605.86,3793.72,2723.11,5.58,7.71
+18/01/2019,7.8,6,-35.87,-99.6,-114.12,-100.67,-104.14,-93.26,-97.43,-98.62,-92.71,2039,3532.57,2683.55,3579.34,7686.29,2612.38,3793.28,2685.85,5.91,7.72
+19/01/2019,0.2,0.6,-35.6,-99.26,-114.12,-100.52,-104.14,-93.14,-97.42,-98.49,-92.71,2042.24,3529.01,3552.26,3574.87,7788.56,2602.62,3789.04,3425.44,3.77,5.6
+20/01/2019,1.2,2.4,-35.45,-98.93,-113.99,-100.36,-104.14,-93.01,-97.42,-98.35,-92.71,2043.61,3527.21,2773.26,3574.69,7787.95,2605.64,3783.35,3291.19,4.08,5.88
+21/01/2019,7,5.8,-35.45,-98.93,-113.93,-100.36,-104.13,-93.01,-97.42,-98.35,-92.62,2041.63,3528.22,2781.54,3574.8,7785.32,2606.83,3773.38,3348.22,4.85,6.9
+22/01/2019,11,13.4,-35.39,-98.93,-113.93,-100.36,,-93.01,-97.42,-98.35,-92.62,2043.76,3528.29,2913.08,3576.35,7642.04,2605.97,3772.19,2920.97,2.94,5.08
+23/01/2019,10.6,9.6,-35.39,-99.87,-113.99,-100.6,,-93.31,-97.42,-98.63,-92.19,2051.35,3497.4,2785.03,3544.67,7682.11,2606.65,3769.13,3285.29,1.51,3.95
+24/01/2019,0.2,0,-35.59,-99.87,-113.99,-100.6,,-93.31,-97.42,-98.63,-92.19,2053.84,3536.71,2948.54,3596.4,7622.14,2603.27,3802.79,2908.08,3.75,6.37
+25/01/2019,0,0,-35.63,-99.87,-114.33,-100.6,,-93.31,-97.42,-98.63,-92.62,2045.38,3532.03,3174.08,3593.3,7569.72,2601.47,3784.18,3289.97,2.55,7.2
+26/01/2019,0,0,-36.2,-99.54,-114.33,-100.44,,-93.14,-97.42,-98.46,-93.36,2025.11,3522.74,3521.2,3583.84,7759.58,2594.38,3799.08,3411.04,2.78,6.24
+27/01/2019,11.2,19.4,-36.49,-99.21,-114.33,-100.27,,-92.97,-97.42,-98.3,-93.36,1967.98,3536.14,3526.31,3590.5,7769.45,2591.89,3802.18,3425.58,5.36,5.68
+28/01/2019,5.4,2.8,-36.72,-99.21,-114.33,-100.27,,-92.97,-97.42,-98.3,-93.84,2010.24,3532.75,3525.66,3589.06,7769.56,2594.92,3801.24,3401.42,3.95,5.84
+29/01/2019,0.2,0,-37.42,-99.21,-114.1,-100.27,,-92.97,-97.42,-98.3,-93.84,2017.37,3504.74,3270.24,3530.88,7652.27,2602.98,3777.19,3293.75,2.02,5.47
+30/01/2019,4.8,12,-36.72,-100.45,-113.98,-100.41,,-92.86,-97.42,-98.34,-92.84,1884.67,3542.29,2907.4,3573.36,7652.48,2610.18,3804.48,2891.12,1.22,2.57
+31/01/2019,9.8,16,-36.72,-100.46,-113.98,-100.61,,-93.13,-97.42,-98.48,-90.57,1991.7,3537.9,2916.29,3571.27,7663.25,2606.54,3800.52,2961.5,3.29,6.21
+01/02/2019,11.2,11.8,-35.94,-100.46,-114.1,-101.05,,-93.33,-97.42,-98.56,-90.57,2021.15,3506.29,3214.08,3481.31,7354.84,2608.49,3597.52,3191.9,9.54,10.55
+02/02/2019,43.4,36.2,-35.74,-100.45,-113.98,-101.1,,-93.59,-97.42,-98.56,-90.57,2052.18,3530.45,3126.96,3541.14,7265.38,2606.36,3818.84,3099.35,8.47,9.95
+03/02/2019,7.2,8.2,-34.43,-100.38,-114.1,-101.1,-104.22,-93.59,-97.42,-98.94,-91.54,2090.66,3543.55,3089.92,3577.39,7414.92,2603.99,3797.17,3080.59,5.35,7.55
+04/02/2019,0,0,-34.21,-100.31,-114.25,-101.1,-104.22,-93.59,-97.42,-98.94,-91.54,2095.7,3547.44,1830.56,3577.14,7764.52,2602.4,3804.73,3423.35,6.61,9.87
+05/02/2019,0,0,-33.71,-100.31,-114.25,-101.1,-104.22,-93.59,-97.42,-98.94,-91.54,2101.68,3541.14,3531.17,3577.03,7762.07,2601.61,3797.1,3426.52,8.01,11.85
+06/02/2019,0,0,-33.39,-100.31,-114.12,-101.1,-104.22,-93.59,-97.42,-98.66,-91.37,2108.92,3542.44,2838.2,3578.04,6831.07,2607.77,3795.59,2847.49,6.75,8.44
+07/02/2019,0,0,-32.82,-100.31,-114.12,-101.17,-104.22,-93.59,-97.4,-98.66,-91.37,2129.94,3481.6,1957.79,3452.26,7460.82,2608.92,3612.64,3288.49,6.62,8.5
+08/02/2019,0.2,0,-31.09,-100.38,-114.06,-101.17,-104.25,-93.59,-97.37,-98.66,-91.37,2108.48,3544.42,3528.36,3573.58,7263.22,1468.37,3736.55,2786.51,6.1,8.01
+09/02/2019,0.2,0.2,-31.09,-100.38,-114.06,-101.17,-104.25,-93.59,-97.33,-98.66,-93.2,2151.29,3544.45,3535.02,3567.53,7758.68,572.51,3853.76,3429.47,6.51,8.32
+10/02/2019,0,0,-31.09,-100.38,-114.12,-101.17,-104.25,-93.59,-97.35,-98.66,-93.2,2157.84,3542.54,3536.78,3569.87,7761.35,1601.42,3846.92,3434.87,8.54,10.1
+11/02/2019,1.6,18.4,-31.09,-100.38,-114.27,-101.17,-104.25,-93.59,-97.35,-98.66,-93.2,810.43,3534.55,3527.5,3569.69,7761.2,2581.56,3825.94,3294.22,6.28,8.33
+12/02/2019,0,0,-32.22,-100.38,-114.28,-101.17,-104.29,-93.67,-97.43,-98.66,-92.05,68.29,3534.48,3526.63,3570.48,7760.63,2585.95,3659.47,3292.56,5.49,8.26
+13/02/2019,0,0,-33.11,-100.53,-114.28,-101.17,-104.29,-93.67,-97.43,-98.69,-92.04,1650.92,3518.57,1468.12,3574.91,7763,2599.92,3827.74,3454.27,4.63,7.6
+14/02/2019,0,0,-33.26,,-114.27,-101.2,-104.29,-93.67,-97.43,-98.72,-91.76,1694.3,3553.02,909.4,3577.68,7768.94,2597.58,3836.05,3453.8,7.48,7.9
+15/02/2019,0,0,-33.26,,-115,-101.31,-104.29,-93.67,-97.43,-98.75,-91.37,0,3543.55,3181.79,3581.14,7777.55,2582.42,3829.64,3463.63,8.42,9.43
+16/02/2019,0,0,-33.33,,-115,-101.43,-104.29,-93.67,-97.42,-98.78,-91.37,0,3538.48,3165.52,3576.35,7764.8,2576.84,3822.23,3465.61,5.46,7.83
+17/02/2019,0,0,-33.54,,-115,-101.54,-104.29,-93.67,-97.42,-98.81,-91.37,463.1,3537.72,3165.23,3575.99,7765.92,2573.24,3822.88,3469.39,6.14,8.09
+18/02/2019,0.2,0,-33.75,,-115.78,-101.66,-104.29,-93.67,-97.42,-98.83,-91.44,2580.59,1343.74,3472.92,3575.12,7764.05,2556.65,3825.72,3454.31,5.16,7.13
+19/02/2019,0,0,-33.87,,-116.16,-101.77,-104.29,-93.67,-97.41,-98.85,-91.47,2979.4,0,3864.82,3578.18,7768.08,2593.12,3829.32,3464.89,4.72,7.61
+20/02/2019,0,0,-33.96,,-116.52,-102,-104.29,-93.67,-97.41,-98.85,-91.47,2992.79,0,3855.13,3578.36,7766.68,2554.92,3831.7,3462.7,5.25,7.88
+21/02/2019,0,0,-34.11,,-116.52,-102,-104.29,-93.65,-96.53,,-91.46,3162.56,0,3860.68,3577.97,7765.27,2425.36,3833.93,3467.41,6.41,8.13
+22/02/2019,0.2,0,-35.76,,-116.4,-102,-104.27,-93.52,-96.27,-98.61,-91.19,4171.28,29.77,3849.52,3574.33,7758.14,2552.54,3825.4,3460.14,7.93,10.32
+23/02/2019,0.2,0,-35.77,,-115.96,-101.61,-104.14,-93.41,-94.95,-98.49,-91.01,4149.68,763.31,3851.39,3575.52,7762.32,2565.79,3822.44,3459.46,3.38,6.22
+24/02/2019,0,0,-35.97,-101.42,-115.63,-101.61,-104.22,-93.41,-94.95,-98.54,-91.05,4123.8,3447.18,2697.41,3575.95,7754.4,2597.11,3817.19,3417.41,3.93,5.71
+25/02/2019,0,0,-36.15,-101.23,-115.57,-101.61,-104.22,-93.41,-94.95,-98.54,-90.97,4103.06,3844.76,3833.57,3337.81,4207.54,2573.21,3437.21,3015.72,5.11,7.33
+26/02/2019,0,0,-36.2,-101.06,-115.57,-101.61,-104.22,-93.41,-94.95,-98.54,-91.05,4094.53,3840.66,3461.9,3567.53,7765.7,2177.5,3799.15,3255.41,6.99,8.34
+27/02/2019,0,0,-36.2,-101.03,-115.55,-101.61,-104.22,-93.41,-96.93,-98.54,-91.26,4093.85,3842.82,3652.92,3573.4,6832.58,1709.68,3809.02,2386.76,11.06,12.18
+28/02/2019,0,0,-36.2,-101,-115.55,-101.61,-104.23,-93.41,-96.93,-98.54,-91.26,4088.3,3844.12,3221.64,3572.03,6941.7,797.58,3835.08,3456.47,8.28,9.52
+01/03/2019,0,0,-36.46,-101,-115.5,,-104.23,-93.41,-97.18,,-91.26,4084.78,3841.2,3095.5,3570.16,7346.09,1367.68,3824.75,3090.2,8.22,8.57
+02/03/2019,0,0,-36.72,-101,-115.38,,-104.23,-93.91,-96.98,-98.19,-91.35,4084.85,3839.11,3773.99,3572.17,7246.19,1446.34,3470.08,2598.59,8.99,11.7
+03/03/2019,0,0,-36.72,,-115.38,,-104.23,-93.91,-96.98,-98.19,-91.35,4078.01,3839.08,3169.33,3571.7,7773.91,1711.04,3802.79,3018.38,8.38,10.42
+04/03/2019,0,0,-36.72,,-115.38,,-104.25,-93.91,-96.98,,-91.35,4070.88,3831.7,3595.79,1362.6,7462.15,1768.57,3796.49,3143.09,9.34,9.99
+05/03/2019,0,0,-36.72,,-115.38,,-104.27,-93.91,-96.98,,-91.35,4065.91,3827.09,3928.72,0,7776.11,2603.34,3802.18,3455.64,8.67,10.42
+06/03/2019,0,0,-36.69,,-115.38,-102.18,-104.27,-93.91,-94.61,,-90.97,4057.92,3829.07,3601.15,2265.41,6305.04,2506.07,3817.98,3213.11,9.48,10.6
+07/03/2019,0,0,-36.69,,-115.36,-102.18,-104.23,-93.99,-93.72,,-90.97,4051.69,3831.84,3530.81,3878.86,5031.18,2347.7,3812.47,3127.03,12.05,12.93
+08/03/2019,0,0,-36.69,,-115.28,-102.18,-104.23,-94.14,-93.72,,-90.66,4039.13,3831.41,2819.95,3876.19,6758.24,1960.81,3810.35,3071.38,10.55,12.06
+09/03/2019,0,0.2,-36.69,,-114.87,-102.18,-104.23,-94.14,-93.72,,-90.22,4025.12,3831.7,3134.45,3875.36,8299.15,1714.82,3810.28,2852.32,8.97,10.85
+10/03/2019,0.2,0.6,-36.69,,-112.44,-102.18,-104.23,-94.14,-95.71,,-90.22,4015.73,3829.97,2534.11,3875.22,8274.38,1581.26,3803.9,3442.28,8.71,10.29
+11/03/2019,1.4,10.4,-36.69,-101,-111.28,-102.18,-104.23,-94.28,-95.71,,-90.66,4008.82,3836.16,2455.16,3878.93,8268.12,1863.61,3814.06,3232.8,8.97,11.11
+12/03/2019,0,0,-36.69,-101,-111.28,-102.18,-104.24,-94.39,-96.44,,-90.22,3995.82,3831.12,2075.44,3878.06,7891.16,1415.74,3807.29,3216.82,5.87,8.63
+13/03/2019,7,13.2,-36.69,-101,-112.44,-102.18,-104.24,-94.39,-96.44,-98.19,-90.2,3978.68,3828.71,2418.73,3879.54,7674.44,1542.06,3806.32,3066.59,6.8,8.2
+14/03/2019,0.2,0,-36.95,-101,-114.39,-102.18,-104.24,-94.39,-96.44,-98.19,-89.13,3973.57,3830.76,2961.11,3882.31,8238.89,1041.59,3809.84,2619.58,6.73,9.04
+15/03/2019,0,0,-37.2,-101,-114.55,,-104.24,-94.69,-96.64,,-89.33,3960.9,3826.01,3423.1,3881.95,7654.61,1794.89,3807.61,3005.96,9.07,11
+16/03/2019,0,0,-37.2,-101,-114.87,,-104.21,-95.1,-96.64,,-89.33,3941.75,3824.89,3237.16,3883.57,8212.97,1392.23,3808.55,2752.78,8.74,10.77
+17/03/2019,0.2,0,-37.2,,-114.87,-102.04,-104.18,-95.23,-95.46,,-89.12,3925.84,3829.64,2673.72,3886.24,8206.96,1160.32,3814.31,3418.63,9,10.82
+18/03/2019,0,0,-37.2,,-114.71,-102.04,-104.16,-95.32,-93.11,,-89.33,3908.92,3823.67,3945.28,3888,7420.43,698.04,3811.75,3013.81,7.78,10.08
+19/03/2019,0.2,0,-37.74,,-114.71,,,-95.75,-95.46,,-90.14,3888.25,3828.17,3266.64,3889.62,7821.58,942.77,3812.47,2967.3,6.71,9.68
+20/03/2019,0,0,-37.83,,-114.29,,,-96.17,-95.46,,-90.14,3859.42,3822.23,3454.2,3887.24,7596.4,881.24,3808.91,3091.68,8.69,10.49
+21/03/2019,0,0,-37.96,,-114.04,,,-96.34,-95.06,,-89.94,3839.18,3825.14,3079.04,3884.22,7739.06,2032.78,3807.25,3110.29,11.63,13.44
+22/03/2019,0,0,-38.09,,-114.04,,,-96.43,-95.73,,-90.47,3811.25,3822.34,3828.92,3884.22,8139.38,2570.11,3800.77,3457.15,12.26,14.78
+23/03/2019,0,0,-38.21,,-114.04,,-104.25,-96.56,-96.43,,-90.47,3787.81,3822.95,2848.72,3888.79,7721.24,1715.08,3804.44,3185.28,12.4,13.63
+24/03/2019,0,0,-38.22,,-114.3,,-104.25,-96.56,-97.1,,-92.26,3766.18,3824.75,3225.96,3889.62,8131.21,1782.22,3807.5,3205.48,12.87,13.72
+25/03/2019,0,0,-38.22,-101,-114.39,,-104.25,-96.56,-97.32,,-92.26,3748.39,3827.23,3238.52,3891.74,8132,1474.85,1554.62,3449.59,10.73,11.55
+26/03/2019,1.6,1,-38.22,-101,-114.52,,-104.25,-96.56,-97.32,,-92.26,3731.22,3822.98,3823.31,3891.56,8121.78,2599.45,129.46,3448.51,8.5,11.25
+27/03/2019,0,0,-38.25,-101,-114.52,-102.04,-104.25,-97.04,-97.32,,-92.25,3695.98,3818.92,3809.41,3888.36,8109.76,2602.26,193.64,3444.95,8.35,10.59
+28/03/2019,0,0,-38.9,-101,-114.52,-102.04,-104.25,-97.07,-94.2,,-91.86,3654.25,3817.84,3798.86,3888.61,8101.98,2599.42,1875.02,3444.52,9.43,11.62
+29/03/2019,0,0,-39.15,-101,-114.31,-102.04,-104.25,-97.18,-93.91,-98.84,-91.86,3608.93,3813.41,3792.53,3888.11,8086.72,2188.33,3762.79,3448.01,9.99,12.4
+30/03/2019,0,0,-39.22,-101,-114.24,-102.04,-104.25,-97.35,-93.91,-98.84,-91.86,3583.01,3817.04,3545.5,3892.75,8089.6,1309,4047.37,3001.75,9.8,11.86
+31/03/2019,0,0,-39.22,-101,-114.24,-102.04,-104.25,-97.44,-93.91,-98.84,-91.86,3418.2,3661.02,2903.29,3732.91,7754.11,1339.38,3879.94,3303.22,11.24,12.3
+01/04/2019,0,0,-39.28,-100.63,-114.24,-102.04,-104.25,-97.44,-96.77,-98.84,-91.86,3547.19,3820.46,2851.09,3894.77,8084.59,1239.66,4044.02,3446.21,12.28,13.4
+02/04/2019,0,0,-39.43,-100.5,-114.38,-102.04,-104.25,-97.44,-97.37,-98.84,-91.71,3522.2,3822.01,3160.58,3894.59,8079.91,51.91,4044.38,3209.76,11.28,12.49
+03/04/2019,0.2,3.8,-39.59,-100.5,-114.38,-102.04,-104.25,-97.44,-97.37,-98.84,-91.71,3498.62,3816.94,3819.24,3892.43,8070.84,0,4039.42,3443.22,8.6,9.79
+04/04/2019,37.4,32.2,-39.72,-100.5,-114.38,-102.04,-104.25,-97.44,-97.37,-97.9,-91.71,3483.68,3816.04,3820.54,3891.17,8063.6,0,3869.39,3299.72,8.66,10.34
+05/04/2019,0.2,0,-39.72,-100.62,-114.38,-102.05,-104.29,-97.7,-97.21,-97.9,-91.71,1731.24,1903.86,1917.04,1945.08,4024.76,1038.17,2009.7,1720.15,6.91,8.26
+06/04/2019,0.2,0,-39.72,-100.62,-114.38,-102.05,-104.29,-97.7,-97.01,-97.9,-92.24,3439.44,3812.44,3238.06,3897.68,8052.88,1843.42,4023.25,3075.23,9.24,11.17
+07/04/2019,1.6,3.6,-39.72,-100.62,-114.2,-102.05,-104.29,-97.7,-96.85,-97.9,-92.24,3413.95,3815.42,2469.31,3893.69,8050.72,1981.26,4029.26,3443.62,8.09,10.29
+08/04/2019,0,0,-39.72,-100.62,-114.06,-102.05,-104.29,-97.7,-96.85,-97.9,-92.24,3388.79,3808.8,3818.05,3889.69,8048.74,2620.33,4025.34,3441.1,8.17,10.8
+09/04/2019,0,0,-40.44,-100.62,-113.94,-102.05,-104.29,-97.7,-96.84,-97.9,-91.87,3369.31,3815.17,2801.92,3893.58,8042.11,1552.14,4028.36,3442.82,8.83,11.71
+10/04/2019,1.8,8.4,-40.69,-100.62,-113.94,-102.05,-104.29,-97.7,-96.84,-97.9,-91.87,3347.28,3816.14,2867.51,3894.7,8039.56,1405.01,4032,3443.33,7.5,8.48
+11/04/2019,8.2,11.4,-40.73,-100.71,-113.77,-101.43,-104.26,-94.03,-96.84,-97.85,-91.87,3341.88,3860.42,2546.78,3876.88,8122.68,2423.7,3219.84,3016.22,8.32,10.2
+12/04/2019,1,1.6,-41.24,-100.71,-109.99,-101.43,-104.26,-94.03,-96.86,-97.85,-92.13,3321.04,3892,0,3862.33,8182.4,2657.77,4022.46,2991.42,8.5,10.33
+13/04/2019,4,4.8,-41.56,-100.77,-106.29,-101.43,-104.21,-93.91,-96.86,-97.78,-92.13,3284.86,3890.48,1189.51,3560.8,7829.78,3101.18,3994.13,3435.95,8.45,9.85
+14/04/2019,4.6,5,-41.58,-100.77,-106.29,-101.8,-104.21,-93.91,-96.86,-97.78,-92.13,3262,3895.42,206.1,3844.08,8185.54,2878.81,3977.06,3166.7,8.05,9.64
+15/04/2019,1,0.4,-41.72,-100.91,-106.67,-102.02,-104.26,-93.91,-96.86,-98.22,-92.13,3237.95,3907.26,421.92,3845.52,8173.19,3093.73,3986.32,3436.13,9.97,11.85
+16/04/2019,0,0,-41.96,-101.12,-106.67,-102.02,-104.26,-93.91,-96.86,-98.33,-92.13,3210.12,3907.3,1213.78,3849.01,8177.98,3093.12,3979.91,3439.51,10.54,12.35
+17/04/2019,0,0,-41.96,-101.12,-112.04,-102.02,,-93.91,-96.86,-98.44,-92.07,3189.71,3893.8,3651.19,3849.01,7762.9,2328.26,3721,3180.56,10.86,13.54
+18/04/2019,0,0,-41.96,-101.12,-112.07,-102.02,-104.3,-93.91,-96.86,,-91.74,3167.93,3893.04,3278.56,3850.85,8177.44,2129.26,3972.56,3581.75,12.83,15.25
+19/04/2019,0,0,-42.5,-101.12,-112.07,,-104.3,-93.91,-96.86,,-91.49,3148.16,3892.28,2527.27,3850.7,8176.07,2023.85,3976.52,3192.05,12.74,15.37
+20/04/2019,0,0,-42.59,-101.12,-112.04,,-104.3,-93.91,-96.86,,-91.47,3128.26,3889.8,2691.4,3853.12,8181.79,2443.79,3970.22,3090.1,13.85,15.93
+21/04/2019,0,0,-42.72,,-111.89,,,,,,-90.57,3109.18,3887.5,2989.15,3846.71,8177.08,2194.02,3972.92,3438.43,13.33,15.6
+22/04/2019,5.4,5.4,-42.85,,-111.89,,,,,,-90.57,3107.48,3889.37,3092.08,3854.16,8184.1,2494.19,3971.88,3084.08,12.92,14.91
+23/04/2019,3.6,3.2,-42.85,,-111.89,,,,,,-91.47,3080.7,3887.93,2964.56,3855.02,8182.87,1819.48,3969.47,3438.36,13.13,14.3
+24/04/2019,0,0,-42.89,,-111.76,,,,,,-91.99,3066.41,3880.76,3021.73,3854.12,8177.87,2550.53,3963.64,3180.13,15.78,17.18
+25/04/2019,0,0,-42.92,,-111.82,,,,-96.92,,-92.5,3040.99,3878.06,3296.34,3854.92,8176.72,1537.56,3959.39,3437.42,18.32,19.66
+26/04/2019,2.2,0.2,-42.97,,-111.82,,,,-96.92,-98.44,-92.5,3020.8,3875.4,3031.56,3858.01,8175.17,2011.36,3960.36,3443.18,13.74,15.96
+27/04/2019,0.2,0,-43.47,,-111.82,,,,-96.92,-98.49,-92.5,3002.44,3873.96,2597.36,3857,8178.05,2385.94,3952.91,3441.35,10.9,13.02
+28/04/2019,0.2,1,-43.47,,-111.82,,,,-96.92,-98.54,-92.43,2984.26,3880.76,2948.65,3855.35,8172.14,1677.67,3954.64,3438.65,9.75,11.14
+29/04/2019,30.2,12.2,-43.47,-101.15,-111.86,,-104.3,-93.91,-96.92,-98.49,-92.43,2970.58,3884.94,2660.83,3855.49,8169.95,2236.18,3949.06,3438.14,6.66,8.99
+30/04/2019,0.2,0,-43.47,-101.18,-111.92,,-104.3,-93.91,-96.92,-98.54,-92.43,2949.7,3882.06,2833.88,3857.44,8167.1,1999.87,3946.54,3041.78,8.35,10.73
+01/05/2019,4.2,14.4,-43.99,-101.21,-112.07,,-104.3,-93.91,-96.92,,-92.43,2925.25,3885.84,2577.78,3861.18,8171.75,2213.6,3943.98,3440.05,9.53,10.95
+02/05/2019,0.2,0.2,-43.99,-101.25,-112.07,,-104.3,-93.91,-96.92,,-92.43,2899.8,3888.11,2920.43,3861.61,8169.34,2334.89,3941.39,3438.5,11.18,13.03
+03/05/2019,1.2,0.2,-43.99,-101.28,-112.07,,-104.3,-93.91,-96.92,,-92.43,2897.57,3885.48,2733.59,3863.66,8168.22,2199.28,3934.22,3438.86,11.48,13.41
+04/05/2019,19.8,20.4,-43.99,-101.35,-112.36,,-104.3,-93.91,-96.92,,,2914.6,3884.98,2689.74,3863.41,8165.99,2369.3,3937.75,3438.11,10.37,11.71
+05/05/2019,16.4,19.2,-43.99,-101.42,-112.36,,-104.3,-93.91,-96.92,,,2912.62,3886.67,2556.72,3864.49,8165.12,2290.93,3933.54,3438.83,8.09,9.69
+06/05/2019,0,0,-43.99,-101.49,-112.36,,-104.3,-93.91,-96.92,,-92.68,2889.36,3881.74,2795.36,3862.91,8159,2255.08,3928.86,3437.35,7.07,10.13
+07/05/2019,0,0,-43.99,-101.49,-112.47,,-104.3,-93.91,-96.92,,-92.66,2859.55,3879.04,2613.49,3864.67,8158.93,2728.01,3926.05,3436.74,8.85,11.08
+08/05/2019,0,0,-44.08,-101.49,-112.47,,-104.3,-93.91,-96.92,,-92.65,2320.96,3875.08,2721.17,3864.67,8160.55,2539.04,3918.31,3427.52,11.13,12.26
+09/05/2019,0,1.8,-44.08,-101.13,-112.47,,-104.3,-93.91,-96.92,,-92.62,2324.27,3876.26,3311.5,3865.18,8166.31,2708.96,3928.28,3428.64,12.11,13.02
+10/05/2019,0.2,0,-44.08,-101.13,-112.47,,-104.3,-93.91,-96.92,,-92.6,2929.43,3878.5,3278.05,3870.61,8168.22,2777.83,3922.7,3448.37,13.19,15.07
+11/05/2019,0,0,-44.76,-101.13,-112.46,,-104.3,-93.91,-96.92,,-92.58,2797.63,3880.48,2777.9,3865.14,8161.27,2483.32,3921.66,3439.33,13.49,14.93
+12/05/2019,31.8,36,-45.38,-101.13,-112.28,,-104.3,-93.91,-96.92,,-92.58,1378.22,1942.92,1412.06,1933.99,4082.22,1195.63,1965.35,1720.73,9.99,12.27
+13/05/2019,0.2,1.6,-45.54,-101.21,-112.27,,-104.31,-93.91,-96.92,-98.84,-92.61,0,0,0,0,0,0,0,0,10.96,13.21
+14/05/2019,8.8,15,-45.78,-101.28,-112.15,-102.07,-104.32,-93.91,-96.95,-98.84,-92.59,1054.58,1473.37,1105.52,1123.7,3047.4,1051.56,1485.79,1240.67,11.12,13.57
+15/05/2019,19.8,25.8,-46.03,-101.28,-112.09,-102.07,-104.32,-93.91,-96.93,-98.84,-92.04,2748.2,3930.05,2823.48,3863.81,8124.37,1114.16,3973.46,3441.56,7.17,8.89
+16/05/2019,0,0,-46.12,-101.28,-112.01,-102.07,-104.32,-93.91,-96.98,-98.84,-91.41,2714.33,3927.64,3289.07,3864.56,8125.16,792.61,3971.2,3441.31,10.95,13.25
+17/05/2019,0,0,-46.27,-101.28,-111.63,-102.07,-104.32,-93.91,-96.98,-98.84,-90.85,2697.73,3926.52,3289.43,3865.64,8133.91,1285.13,3969.04,3440.74,12.99,14.44
+18/05/2019,18.4,9.8,-46.27,-101.28,-111.14,-102.07,-104.32,-93.91,-97.13,-98.84,-90.85,2692.58,3921.62,2790.86,3863.16,8137.33,2499.62,3955.64,2938.72,11.93,13.97
+19/05/2019,16.4,3,-46.27,-101.28,-111.03,-102.07,-104.32,-93.91,-97.13,-98.84,-90.85,2689.27,3920.54,3393.47,3866.87,8139.2,1921.39,3961.26,2729.84,11.11,13.65
+20/05/2019,26,18,-46.25,-101.28,-111.03,-102.07,-104.32,-93.91,-97.13,-98.56,-92.29,2691.43,3921.7,1386.94,3867.62,8131.72,2692.94,3962.45,2594.99,10.2,12.21
+21/05/2019,1.6,3,-46.06,-101.24,-111.63,-102.08,-104.32,-94.11,-96.96,-98.56,-92.29,2691.11,3916.01,3194.57,3866.04,8124.44,3064.07,3944.27,3436.88,11.43,13.39
+22/05/2019,0,0,-46.06,-101.24,-112.04,-102.08,-104.32,-94.11,-96.96,-98.56,-92.29,2698.27,3911.65,3035.95,3871.73,7321.36,2135.66,3943.66,2968.13,12.68,14.83
+23/05/2019,0.6,0.8,-46.06,-101.24,-112.04,-102.08,-104.27,-94.11,-96.9,-98.56,-92.29,2713.57,3910.43,2790.79,3870.79,7731.68,2299.82,3933.58,3055.32,12.97,14.85
+24/05/2019,0.2,0,-45.57,-101.21,-112.08,-102.03,-104.26,-94.11,-96.96,-98.55,-91.56,2729.95,3911.51,2912.83,3872.27,7730.17,2274.66,3925.94,3019.64,14,15.49
+25/05/2019,1.6,1.4,-44.2,-101.2,-112.24,-101.95,-104.26,-93.89,-96.96,-98.54,-91.27,2741.11,3903.08,2943.18,3868.63,7563.56,2695.28,3909.85,3045.24,14.07,15.83
+26/05/2019,12.6,13.8,-44.2,-101.2,-112.2,-101.95,-104.26,-93.89,-97.05,-98.52,-91.56,2754.94,3921.84,2533.5,3868.96,7662.06,2366.86,3923.21,2780.35,11.91,14.03
+27/05/2019,10,16.6,-44.2,-101.2,-112.08,-101.95,-104.26,-93.89,-97.19,-98.5,-91.56,2165.44,3934.04,3284.39,3868.38,6847.96,1969.81,3936.82,3443.26,12.87,14.48
+28/05/2019,1,4.8,-44.49,-101.2,-112.08,-102,-104.26,-93.89,-97.33,-98.43,-91.56,2875.57,3934.84,2797.27,3867.44,7619.9,2189.77,3940.42,3105.94,13.59,16.08
+29/05/2019,24.2,2.4,-44.49,-101.2,-112.15,-102.03,-104.31,-93.89,-97.36,-98.12,-92.22,2838.17,3937.97,2051.21,3868.85,8088.59,2294.35,3944.27,3051.43,12.17,13.98
+30/05/2019,2.2,5.6,-44.49,-101.02,-111.92,-102.05,-104.31,-93.67,-97.36,-98.12,-92.22,2837.52,3942.14,2508.8,3857.51,7489.04,2456.03,3760.06,3037.82,12.24,14.59
+31/05/2019,3.2,1.6,-44.37,-101.02,-111.92,-102.05,-104.25,-93.67,-97.36,-98.15,-92.39,2844.32,3947.65,2505.24,3851.21,7685.89,2500.2,3734.03,3227.54,12.35,14.21
+01/06/2019,0.2,0,-44.37,-101.02,-112.15,-102.05,-104.25,-93.67,-97.36,-98.15,-92.39,2861.78,3947.36,2856.38,3853.58,7557.73,2774.92,3935.95,3083.51,15.09,17.5
+02/06/2019,9.2,0.6,-44.37,-101.02,-112.17,-102.05,-104.25,-93.67,-97.36,-98.12,-92.39,2880.4,3943.66,2773.84,3852.14,7538.29,2612.09,3939.26,2905.31,16.47,17.46
+03/06/2019,1,1.6,-44.37,-101.02,-112.18,-102.05,-104.25,-93.67,-97.36,-98.09,-92.33,2889.65,3934.44,3233.88,3854.59,8054.57,3075.73,3917.38,3434.58,17.41,18.78
+04/06/2019,0.2,0,-43.29,-101.11,-112.18,-102.05,-104.25,-93.71,-97.36,-98.09,-92.33,2582.1,3953.34,3187.15,3861.22,7527.13,3000.46,3454.92,3203.68,17.49,19.29
+05/06/2019,0,0,-43.29,-101.19,-112.2,-102.11,-104.25,-93.75,-97.36,-98.09,-92.19,2537.86,3959.57,3265.45,3859.45,7272.9,2986.63,3229.2,3443.11,17.96,19.63
+06/06/2019,0,0,-43.29,-101.25,-112.18,-102.11,-104.27,-93.85,-97.16,-98.09,-92.19,2999.52,3962.84,2663.17,3859.92,8043.48,2381.29,3924.9,2991.2,18.53,19.64
+07/06/2019,0,0,-43.29,-101.27,-112.18,-102.11,-104.27,-93.85,-96.95,-98.09,-91.22,2974.39,3962.74,3015.9,3860.5,7698.85,2057.9,3924.54,3195.86,21.6,22.61
+08/06/2019,0,0,-43.29,-101.53,-112.58,-102.11,,-93.7,-96.95,-98.15,-91.22,2974.57,3964,1921.46,3859.24,7748.24,2790.86,3919.21,3271.82,22.3,23.67
+09/06/2019,0,0,-43.14,-101.76,-113.54,-101.82,,-93.55,-96.95,-98.4,-91.96,2980.62,3956.69,3449.27,3859.99,8033.98,3061.12,3917.02,3435.73,24.12,25.71
+10/06/2019,0,0,-42.87,-101.99,-113.67,-101.51,,-93.41,-96.95,-98.65,-91.96,3004.09,3963.24,3055.93,3864.31,8041.36,2758.68,3924.54,3142.62,24.61,26.14
+11/06/2019,0,0,-42.68,-101.99,-113.76,-101.23,,-93.41,-96.96,-98.65,-91.96,3026.12,3961.48,3131.46,3863.88,8040.42,2943.36,3920.76,3226.64,22.64,24.29
+12/06/2019,0,0,-42.59,-101.99,-113.79,-101.18,,-93.15,-96.96,-98.72,-91.96,3038,3963.64,3457.94,3864.49,8040.67,2755.8,3918.13,3438.47,22.13,23.98
+13/06/2019,0,0,-42.51,-100.86,-113.82,-100.88,,-93.13,-96.97,-98.72,-91.6,3036.49,3600.4,3300.08,3858.95,8034.08,2807.06,3905.86,3437.24,22.4,24.83
+14/06/2019,0,0,-42.36,-100.86,-113.82,-100.88,,-93.15,-96.97,-98.72,-91.6,3044.09,3958.02,3457.3,3859.63,8032.9,3078.11,3900.64,3440.52,25.62,27.77
+15/06/2019,0,0,-42.36,-100.86,-113.79,-101.23,,-93.65,-96.97,-98.59,-91.67,3059.71,3960.43,3057.88,3859.92,8032.64,2760.77,3907.08,3441.78,23.01,25.18
+16/06/2019,0,0,-42.36,-100.85,-113.78,-101.09,,-93.53,-96.97,-98.6,-91.67,3072.78,3958.88,3441.42,3857.15,8037.72,3065.83,3901.68,3427.02,20.55,23.05
+17/06/2019,0,0,-42.35,-101.16,-112.85,-101.33,-104.2,-93.9,-96.97,-98.6,-91.67,3088.48,3956.69,3365.5,3854.92,8034.41,3076.13,3900.89,3422.23,20.35,22.36
+18/06/2019,0,0,-42.27,-101.21,-112.85,,-104.2,-93.91,-96.97,-98.88,-92.07,3091.43,3955.9,3053.81,3853.76,8033.08,2852.86,3903.77,3228.08,21.34,23.55
+19/06/2019,0,0,-42.17,-101.21,-112.79,-101.79,-104.16,-93.91,-96.97,-99.31,,3091.03,3955.36,3273.05,3858.01,8035.02,3068.75,3898.8,3419.46,20.95,23.36
+20/06/2019,0,0,-42.17,-101.25,-112.73,-101.79,-104.16,-93.91,-96.97,-99.31,,3093.84,3958.13,3151.08,3859.49,8037.18,2834.64,3903.73,3177,21.04,23.52
+21/06/2019,0,0,-42.17,-101.31,-112.62,-101.79,-104.16,-93.91,-96.97,-99.31,,3095.6,3960.11,2817.29,3861.61,8041.68,3058.67,3903.41,3443.83,22.48,24.46
+22/06/2019,0,0.2,-42.17,-101.43,-112.73,-101.79,-104.16,-93.91,-96.97,-99.31,,3096.58,3956.87,3264.84,3861.68,8042.62,3034.33,3900.64,3442.86,22.06,24.01
+23/06/2019,0,0,-42.17,-101.55,-112.73,-101.79,-104.16,-93.91,-96.97,-99.31,,3088.91,3955.86,3044.41,3859.09,8033.54,3019.5,3900.31,3431.7,21.35,24.25
+24/06/2019,0,0,-42.17,-101.61,-113.13,-101.79,-104.16,-93.91,-96.97,-99.31,,3092.44,3954.42,3304.22,3861.11,8034.48,3001.72,3896.82,3440.77,23.58,25.43
+25/06/2019,0,0,-42.17,-101.61,-113.13,-101.79,-104.16,-93.91,-96.97,-99.31,,3085.49,3952.8,3324.28,3860.68,8033.8,2995.92,3895.99,3439.51,23.53,25.95
+26/06/2019,0,1.4,-42.17,-101.61,-113.13,-101.79,-104.16,-93.91,-96.97,,,3078.9,3951.9,3328.88,3861.32,8034.08,2990.59,3896.03,3439.3,24.36,26.87
+27/06/2019,0,0,-42.17,-101.61,-113.13,,-104.16,-93.91,-96.97,,,3073.72,3954.28,3309.16,3866,8037.86,2992.64,3899.2,3439.3,25.85,28.42
+28/06/2019,0,0,-42.5,-101.02,-112.76,,-104.25,-93.91,-96.97,-98.34,,3072.35,3954.64,3319.67,3863.56,8034.95,2989.8,3897.83,3438.29,26.37,28.56
+29/06/2019,0,0,-42.69,-101.02,-112.76,-101.04,-104.25,-93.99,-96.97,-98.34,,2502.72,2969.6,2455.27,2893.25,6007.54,2247.55,2933.21,2584.08,25.72,27.68
+30/06/2019,0,0,-42.69,-101.74,-112.25,-101.78,-104.8,-93.99,-96.97,-98.34,,3155.04,3956.33,3318.3,3864.92,8023.86,3047.08,3903.95,3060.65,23.6,25.97
+01/07/2019,0,0,-43.41,-102.46,-111.8,-102.52,-105.36,-93.99,-96.97,-98.34,,3050.96,3956.4,3156.23,3865.21,8024.83,3013.42,3902.4,3443.51,24,26.43
+02/07/2019,0,0,-43.98,-102.99,-111.8,-102.52,-105.36,-93.99,-96.97,-98.34,,2993.04,3937.1,3065.33,3864.64,8020.48,3012.84,3901.32,3442.79,24.82,27.28
+03/07/2019,0,0,-44.27,-102.99,-111.8,-102.52,-105.36,-93.99,-96.97,-98.34,,2965.61,3890.09,3047.51,3867.52,8032.18,2996.89,3910.39,3445.7,24.67,27.02
+04/07/2019,0,0,-44.59,-102.99,-111.8,-101.95,-104.4,-93.99,-96.97,-98.34,-92.1,2937.1,3886.63,3048.26,3865.75,8021.45,2993.87,3901.21,3442.68,24.02,26.15
+05/07/2019,0,0,-44.87,-101.15,-111.8,-101.95,-104.4,-93.99,-96.97,-98.34,-92.1,2903.44,3886.96,3048.88,3862.08,8016.98,3000.92,3899.7,3438.14,23.97,26.06
+06/07/2019,0,0,-45.16,-101.15,-111.8,-101.95,-104.4,-93.99,-96.97,-98.34,-92.1,2880.86,3883.82,3047.58,3864.71,8013.13,2992.79,3898.73,3439.37,24.03,25.92
+07/07/2019,0,0,-45.45,-101.15,-111.8,-101.95,-104.4,-93.99,-96.97,-98.34,-92.1,2860.2,3885.98,3042.76,3867.48,8018.89,2990.84,3902.58,3441.64,23.73,25.52
+08/07/2019,0,0,-45.51,-101.15,-111.8,-101.95,-104.4,-93.99,-96.97,-98.34,-92.1,2833.13,3883.14,3028.82,3865.9,8017.56,2984.54,3902.76,3443.8,24.05,26.3
+09/07/2019,0.4,1,-45.7,-101.15,-111.8,-101.59,-104.4,-93.86,-96.97,-98.34,-92.1,2694.17,3722.62,2902.57,3705.37,7685.78,2861.17,3738.49,3297.31,24.6,26.1
+10/07/2019,10,18,-46.49,-101.04,-111.8,-101.46,-104.34,-93.86,-96.97,-98.55,-91.79,2809.08,3879.86,3231.36,3864.89,8024.44,2990.38,3900.17,3438.22,21.92,23.97
+11/07/2019,0,0,-46.84,-101.04,-111.38,-101.46,-104.33,-93.86,-96.97,-98.6,-91.5,2764.26,3888.43,3339.14,3862.19,8020.4,3052.12,3897.22,3440.23,20.15,22.7
+12/07/2019,0,0,-46.99,-101.04,-111.38,-101.46,-104.32,-94.11,-96.97,-98.6,-91.09,2729.77,3889.98,2821.9,3863.41,7680.64,2823.12,3900.6,3229.92,21.41,23.5
+13/07/2019,0.6,0,-46.99,-101.04,-111.27,-101.62,-104.31,-94.11,-96.97,-98.6,-91.09,2693.09,3890.02,2751.52,3863.05,8049.17,2721.28,3901.68,3204.5,21.19,23.88
+14/07/2019,0.2,0,-47,-101.04,-111.27,-101.78,-104.32,-94.11,-96.97,-98.73,-91.09,2685.64,3887.93,2821.57,3863.09,8045.42,2848.68,3901.18,3014.24,21.29,23.51
+15/07/2019,0,0,-47.01,-101.04,-111.38,-101.94,-104.32,-94.11,-96.97,-99.01,-91.14,2670.16,3893.65,2788.99,3864.28,8052.16,2850.12,3903.91,3221.03,19.13,21.92
+16/07/2019,0.2,0,-47.66,-101.04,-111.84,-102.04,-104.32,-94.11,-96.97,-99.11,-91.42,2648.99,3890.34,2891.02,3865.79,7527.35,2877.12,3901.36,3158.24,21.48,24.02
+17/07/2019,0,0,-47.91,-101.04,-111.91,-102.04,-104.32,-94.11,-96.97,-99.12,-91.77,2626.85,3887.57,3049.92,3866.08,8037.86,3064.9,3892.93,3436.49,20.58,22.91
+18/07/2019,0,0,-48.18,-101.04,-112.13,-102.04,-104.32,-94.11,-96.97,-99.28,-91.8,2598.23,3885.59,3051.11,3866.18,8036.03,3007.58,3894.23,3239.03,20.97,22.93
+19/07/2019,0,0,-48.57,-101.04,-112.13,-102.04,-104.32,-94.11,-96.97,-99.28,-92.44,2559.24,3882.82,3056.36,3865.75,8034.84,3055.97,3889.26,3436.49,20.69,22.95
+20/07/2019,0,0,-49.06,-101.04,-112.13,-102.04,-104.32,-94.11,-96.97,-99.28,-92.44,2523.2,3883.18,3058.34,3866.51,8034.84,3061.8,3888.68,3437.32,21.83,23.88
+21/07/2019,0,0,-49.1,-101.04,-112.13,-102.04,-104.32,-94.11,-96.97,-99.28,-92.44,2492.39,3884.4,3052.44,3867.95,8036.1,3056.94,3889.08,3438.83,23.03,25.6
+22/07/2019,0,0,-49.56,-101.04,-112.13,-102.04,-104.32,-94.11,-96.97,-99.28,-92.44,2465.86,3881.88,3050.42,3866.69,8031.89,3058.63,3887.06,3437.35,24.63,26.8
+23/07/2019,0,0,-49.6,-101.04,-112.13,-102.04,-104.32,-94.11,-96.97,-99.28,-92.44,2440.48,3883.79,3051.65,3869.78,8037.07,3048.3,3888.79,3440.41,25.61,27.63
+24/07/2019,0,0,-49.9,-101.04,-112.13,-102.04,-104.32,-94.11,-96.97,-99.28,-92.44,2415.53,3883.03,3043.26,3869.39,8037.47,3035.99,3884.94,3440.23,25.33,27.58
+25/07/2019,0,0,-50.34,-101.04,-112.13,-102.04,-104.32,-94.11,-96.97,-99.28,-92.44,2384.14,3881.34,3037.14,3868.45,8034.77,3026.09,3883.82,3439.04,25.94,28.27
+26/07/2019,0,0,-50.34,-101.04,-112.13,-102.04,-104.32,-94.11,-96.97,-99.28,-92.44,2360.48,3882.17,3041.03,3873.71,8037.22,3006.4,3886.96,3438.36,25.55,27.46
+27/07/2019,0,0.2,-50.34,-101.04,-112.13,-102.04,-104.32,-94.11,-96.97,-99.28,-92.44,2347.99,3882.78,3035.09,3870.94,8036.78,3006.29,3885.01,3442.1,23.33,24.66
+28/07/2019,34,32.6,-50.49,-101.04,-112.13,-102.04,-104.32,-93.92,-96.9,-99,-91.43,2325.24,3882.35,3066.05,3866.18,8009.17,3013.24,3894.7,3434.47,18.49,20.88
+29/07/2019,0,0,-50.49,-101.04,-112.13,-102.4,-104.31,-93.92,-96.64,-98.83,-91.37,2214.61,3777.88,3066.23,3861.68,7994.27,2989.87,3898.22,3426.3,20.84,23.53
+30/07/2019,0,0,-51.1,-101.15,-111.87,-102.4,-104.31,-93.92,-96.64,-98.83,-90.76,2295.47,3889.12,2674.26,3865.46,8000.57,2807.96,3915.04,3081.28,21.59,24.2
+31/07/2019,0,0,-51.58,-101.15,-111.74,-102.4,-104.32,-93.92,-96.57,-98.83,-90.62,2264.72,3888.65,2747.63,3865.72,7687.4,2790.9,3688.06,3230.6,22.72,25.12
+01/08/2019,0,0,-51.85,-101.15,-111.6,-102.4,-104.39,-93.92,-96.57,-98.83,-90.62,2239.99,3889.19,2768.51,3869.28,7607.88,2762.46,3903.95,3155.08,22.62,24.44
+02/08/2019,2.4,1.6,-52.1,-101.15,-111.52,-102.4,-104.39,-93.92,-96.7,-98.83,-90.16,2214.18,3881.99,3014.35,3865.46,8019.36,2970.47,3896.89,3434.65,21.74,23.67
+03/08/2019,0,0,-52.25,-101.15,-111.52,-102.4,-104.39,-93.92,-96.87,-99.2,-90.16,2192.08,3883.43,2852.24,3864.71,8009.57,3045.06,3897.68,3225.71,21.97,24.94
+04/08/2019,0,0,-52.25,-101.15,-111.35,-102.4,-104.39,-93.92,-97.06,-99.05,-90.16,2172.53,3886.13,3023.32,3867.37,8014.86,2155.64,3908.23,2865.74,22.25,24.46
+05/08/2019,0,0,-52.25,-101.15,-111.38,-102.4,-104.39,-93.92,-97.26,-99.05,-90.21,2147.51,3886.6,2770.02,3867.66,8014.21,2804.83,3905.5,3051.61,22.46,24.83
+06/08/2019,0,0,-52.25,-101.15,-111.38,,-104.39,-93.92,-97.29,-99.47,-90.21,2125.51,3882.17,3042.61,3865.5,8008.02,2855.74,3899.63,3157.13,22.91,25.08
+07/08/2019,0,0,-52.38,-101.15,-111.62,,-104.39,-93.92,-97.3,-99.8,-91.18,2102.69,3881.77,2745.43,3869.24,8008.52,2810.23,3902.36,3211.27,24.76,25.62
+08/08/2019,0,0,-52.43,-101.15,-111.93,-102.4,-104.39,-93.92,-97.3,-99.88,-91.83,1944.04,3884.98,2757.92,3867.37,8009.5,2743.27,3906.47,3125.56,24.15,26.35
+09/08/2019,0,0,-53.01,-101.15,-112.18,-102.4,-104.39,-93.92,-97.3,-99.88,-92.13,2060.53,3880.8,3019.68,3865.07,8003.59,3049.99,3896.1,3433.32,24.94,27.57
+10/08/2019,0,0,-53.12,-101.15,-112.18,-102.4,-104.39,-93.92,-97.3,-99.88,-92.47,2027.48,3877.45,3021.37,3863.02,7997.44,3041.24,3890.7,3430.84,25.43,27.91
+11/08/2019,0,0,-53.23,-101.15,-112.18,-102.4,-104.39,-93.92,-97.3,-99.88,-92.82,2009.66,3880.62,3022.45,3865.86,8000.42,3040.85,3893.69,3432.85,26.44,29.09
+12/08/2019,0,0,-53.35,-101.15,-112.18,-102.4,-104.39,-93.92,-97.3,-99.88,-92.85,1993.64,3879.43,3031.31,3865.54,7996.54,3045.06,3892.9,3432.64,27.3,30.06
+13/08/2019,0,0,-53.4,-101.15,-112.18,-102.4,-104.39,-93.92,-97.3,-99.88,-92.85,1977.34,3882.02,3034.73,3869.14,8001.14,3048.66,3895.49,3436.27,25.93,28.35
+14/08/2019,0,0,-53.47,-101.15,-112.18,-102.4,-104.39,-93.92,-97.3,,-92.85,1946.41,3883.18,3025.94,3870.43,8000.93,3055.1,3893.54,3436.02,21.52,24.11
+15/08/2019,0.2,0,-53.47,-101.15,-112.18,,-104.39,-93.92,-97.3,,-92.85,1927.4,3880.87,3020.9,3870.43,7998.7,3052.73,3892.86,3435.77,21.13,23.96
+16/08/2019,0,0,-53.5,-101.15,-112.18,,-104.39,-93.92,-97.3,-99.89,-92.61,1916.06,3876.16,3010.1,3866.18,7989.95,3041.14,3887.35,3431.16,21.02,23.3
+17/08/2019,0,0,-53.62,,,,,,,-99.91,-92.61,1597.46,3879.36,3002.29,3867.73,7992.11,2796.98,3895.24,3177.58,21.28,23.84
+18/08/2019,0,0,-53.7,-101.15,-112.22,,-104.39,-93.92,-97.35,-99.89,-92.61,1643.04,3881.2,2999.23,3869.1,7992.76,2647.19,3893.36,3433.32,22.15,24.51
+19/08/2019,0,0,-54.19,-101.15,-112.22,,-104.39,-93.92,-97.35,-99.89,-92.61,1921,3878.75,2995.6,3873.82,7992.25,3043.66,3891.82,3430.15,22.75,25.65
+20/08/2019,0,0,-54.19,-101.15,-112.22,-102.4,-104.39,-93.92,-97.35,-99.7,-92.61,1877.26,3879.9,3004.63,3870.36,7989.91,3049.6,3889.26,3431.3,24.38,26.83
+21/08/2019,0,0,-54.19,-101.15,-112.22,-102.4,-104.39,-93.92,-97.35,-99.47,-92.61,1661.8,3880.22,3010.43,3871.04,7988.51,2711.38,3893.44,3433.72,23.42,25.77
+22/08/2019,0,0,-54.19,-101.15,-112.23,,-104.39,-93.92,-97.31,-99.47,-92.35,1833.77,3880.69,2997.94,3872.05,7987.39,3052.58,3889.94,3434.15,23.68,25.64
+23/08/2019,0,0,-54.4,-101.15,-112.23,,-104.39,-93.92,-97.27,-99.47,-92.14,1660,3883.82,2716.56,3874,7988.83,2784.02,3891.82,3436.42,23.31,25.79
+24/08/2019,0,1.4,-54.72,-101.15,-112.23,,-104.39,-93.92,-97.27,-99.47,-92.44,1804.03,3880.73,2991.67,3872.12,7984.55,2793.64,3885.88,3432.38,22.78,24.99
+25/08/2019,4.8,21.2,-54.98,-101.15,-112.23,-102.4,-104.39,-93.92,-97.27,-99.37,-92.2,1787.33,3878.14,2987.35,3872.23,7981.78,3038.36,3875.98,3430.48,20.3,23.1
+26/08/2019,16.4,0,-54.98,-101.15,-112.23,-102.4,-104.39,-93.92,-97.27,-99.79,-92.22,1771.24,3878.35,2986.24,3871.3,7978.32,2676.49,3883.18,3429.29,20.64,23.88
+27/08/2019,0.2,0.8,-54.72,-101.15,-112.23,-102.4,-104.39,-93.92,-97.27,-99.79,-92.25,1579.43,3880.62,2985.66,3875.29,7982.42,2923.92,3884.15,3212.17,22.23,24.12
+28/08/2019,0,0,-47.26,-101.15,-112.16,-102.4,-104.39,-93.92,-97.27,-99.79,-92.68,1511.39,3879.11,2981.88,3875.26,7982.06,2786.47,3881.48,3230.71,22.26,24.27
+29/08/2019,0,0,-47.26,-101.15,-112.02,,-104.39,-93.92,-97.27,-99.75,-92.36,1543.68,3875.8,2985.16,3874.36,7978.64,3028.36,3871.15,3428.53,22.07,24.14
+30/08/2019,4.8,0,-47.26,-101.15,-111.96,,-104.39,-93.92,-97.27,-99.75,-92.36,1534.72,3874.57,2985.01,3874.5,7977.64,3039.8,3870.72,3427.96,22.03,25.21
+31/08/2019,11,21.6,-47.24,-101.15,-111.85,,-104.39,-93.92,-97.27,-99.75,-92.36,1535.76,3875.4,2984.54,3876.34,7980.88,2739.53,3877.09,3037.21,20.63,23.96
+01/09/2019,2,1.4,-47.24,-101.15,-111.83,-102.4,-104.39,-93.92,-97.27,-99.71,-92.36,1534.82,3873.35,2979,3875.9,7979.72,2924.03,3871.66,3422.59,20.34,23.21
+02/09/2019,4.8,8.4,-47.24,-101.28,-111.73,-102.4,-104.39,-93.92,-97.27,-99.71,-92.36,1529.32,3873.85,2975.76,3877.7,7980.52,2557.37,3875.69,3209.26,19.54,21.72
+03/09/2019,0.4,7.4,-47.44,-101.42,-111.67,-102.4,-104.39,-93.92,-97.27,-99.86,-92.36,1522.33,3871.62,2750.04,3876.77,7616.59,2863.48,3870.18,3150.9,20.12,21.83
+04/09/2019,0,0,-47.5,-101.42,-111.57,-102.4,-104.39,-93.92,-97.27,-99.97,-92.33,1518.44,3869.24,2980.3,3876.88,7974.61,2767.07,3869.17,3179.48,19.73,22.3
+05/09/2019,0,0,-47.59,-101.42,-111.44,-102.4,-104.4,-93.92,-97.27,-100.08,-92.62,1515.78,3867.62,2961.4,3877.34,7718.87,2816.03,3867.52,3218.72,19.65,21.95
+06/09/2019,0,0,-47.68,-101.42,-110.63,-102.4,-104.42,-93.92,-97.27,-100.16,-92.85,1509.41,3866.65,2831.87,3877.2,7720.27,2886.95,3866.8,3231.83,17.7,20.33
+07/09/2019,0,0,-47.83,-101.42,-110.3,,-104.47,-93.92,-97.27,-100.16,-92.85,1502.39,3863.95,2794.82,3877.96,7672.68,2857.43,3866.58,3218.62,17.55,19.89
+08/09/2019,0.4,0,-48.08,-101.42,-110.17,,-104.47,,-97.27,-100.16,-92.85,1495.87,3862.76,2794.9,3879.22,7982.89,3017.48,3866.87,3419.53,17.5,19.76
+09/09/2019,0,0,-48.18,-101.42,-109.88,,-104.47,,-97.27,-100.16,-92.85,1484.5,3859.27,2792.12,3878.82,7982.17,3018.56,3864.35,3418.81,16.13,18.37
+10/09/2019,0,0,-48.18,-101.42,-109.36,-102.4,-104.47,,-97.27,-100.16,-92.85,1477.33,3860.53,2786.69,3877.7,7978.03,3024.25,3862.4,3415.39,16.9,20
+11/09/2019,0,0,-48.18,-101.42,-109,-102.4,-104.47,,-97.27,-100.19,-93.42,1468.3,3860.93,2818.37,3877.85,7973.78,2762.06,3716.53,3183.98,19.51,22.09
+12/09/2019,0,0,-48.41,-101.42,-108.87,-102.4,-104.47,-94.18,-97.27,-100.19,-93.42,1462.57,3861.32,2814.73,3880.01,7974.36,2994.12,3898.22,3412.37,20.58,22.77
+13/09/2019,0.2,0,-48.71,-101.42,-108.29,-102.4,-104.47,-94.18,-97.27,-100.19,-93.42,1458.04,3862.4,2792.77,3881.34,7975.12,2979.18,3898.84,3412.55,21.03,23.32
+14/09/2019,0,0,-49.93,-101.42,-108.16,-102.4,-104.47,-94.18,-97.27,-100.19,-93.42,1486.51,3860.21,2889.29,3880.94,7974,2960.57,3897.47,3411.04,19.98,22.2
+15/09/2019,0,0,-52.18,-101.42,-108.02,-102.4,-104.47,-94.18,-97.27,-100.19,-93.42,1536.66,3859.42,3043.84,3881.52,7975.58,2952.07,3897.18,3411.18,19.85,22.15
+16/09/2019,0,0,-52.63,-101.42,-108,-102.4,-104.47,-94.18,-97.27,-100.19,-93.42,1551.31,3859.56,3030.01,3882.96,7975.98,2938.14,3898.08,3412.66,20.05,22.18
+17/09/2019,0,0,-52.63,-101.42,-108,-102.4,-104.47,-94.18,-97.27,-100.19,-93.42,1545.08,3857.26,3035.16,3882.82,7971.8,2939.98,3895.88,3412.37,18.78,20.9
+18/09/2019,1,2.8,-52.63,-101.42,-108,-102.4,-104.47,-94.18,-97.27,-100.19,-93.42,1539.54,3853.73,3035.48,3881.95,7968.42,2960.57,3892.93,3410.21,19.36,21.38
+19/09/2019,36.8,90.6,-51.75,-101.42,,-102.4,-104.47,-94.18,-97.27,-100.19,-93.42,1515.24,3853.51,3029.94,3882.74,7968.78,2981.05,3892.82,3409.38,17.72,19.52
+20/09/2019,0.2,0,-51.75,-101.84,,-101.96,-104.46,-93.91,-97.27,-99.84,-92.95,1493.68,3848.47,3031.52,3880.91,7963.24,3016.69,3888.18,3405.64,17.65,19.7
+21/09/2019,0.4,0,-51.49,-101.84,,-101.67,-104.44,-93.71,-97.27,-99.55,-91.06,1477.69,3857.65,2923.09,3892.43,7830.9,2956.1,3727.12,3316.68,17.08,18.97
+22/09/2019,35.2,21.6,-51.49,-102.04,,-101.52,-104.44,-93.71,-97.27,-99.6,-91.06,1470.56,3884.11,2835.29,3909.56,7484.47,2728.04,3927.53,3110.94,16.26,18.07
+23/09/2019,4.2,1.6,-51.34,-102.24,,-101.37,-104.45,-93.62,-97.27,-99.36,-92,1286.71,3907.87,2785.5,3907.33,7992.9,2763.29,3616.16,3155.8,18.2,20.19
+24/09/2019,0.2,0,-50.94,-101.9,,,-104.44,-93.71,-97.27,,-92.95,1088.75,2773.66,1777.57,2775.67,5208.12,1871.46,2665.22,2142.94,16,19.93
+25/09/2019,0.4,1.4,-50.82,-101.27,,,-104.48,-93.96,-97.27,,-92.06,0,0,0,0,0,0,0,0,17.61,19.73
+26/09/2019,0,0.2,-50.94,,,,-104.52,-94.21,,,-93.06,0,0,0,0,0,0,0,0,17.78,19.8
+27/09/2019,0.2,0,,,,,,,,,,0,0,0,0,0,0,0,0,17.95,20.42
+28/09/2019,0,0,-49.55,-99.21,,,-101.53,-89.54,-97.36,,-92.04,0,0,0,0,0,0,0,0,17.49,19.7
+29/09/2019,0.4,0,-49.55,-99.21,,,-103.01,-89.54,-97.36,-99.41,-93.18,0,0,0,0,0,0,0,0,17.38,19.24
+30/09/2019,0.2,0.2,-49.55,-99.21,,-97.56,-103.01,-89.54,-97.36,-99.41,-93.18,303.62,324.61,129.82,162.36,332.68,253.12,163.19,142.85,17.13,19.17
+01/10/2019,0.2,0,-49.55,-99.21,,,-103.01,-89.54,-97.36,,-93.18,425.81,1099.44,1003.57,1263.6,1664.46,856.08,1107.04,965.66,17.57,19.73
+02/10/2019,6.8,14.2,-49.55,-99.21,,,-103.01,-89.54,-97.36,,-93.18,0,0,0,0,0,0,0,0,15.96,17.58
+03/10/2019,0.2,0.2,,,,,-104.5,,,,-94.31,0,0,0,0,0,0,0,0,13.2,16.48
+04/10/2019,0,0,,,,,,,,,,0,0,0,0,0,0,0,0,11.97,15.3
+05/10/2019,0,0,,,,,,,,,,0,0,0,0,0,0,0,0,14.89,16.69
+06/10/2019,0.2,0,,,,,,,,,,0,0,0,0,0,0,0,0,15.02,17.34
+07/10/2019,0.4,10,,,,,,,,,,0,0,0,0,0,0,0,0,13.38,15.59
+08/10/2019,0,0,,,,,,,,,,0,0,0,0,0,0,0,0,13.88,16.69
+09/10/2019,0.2,0,,,,,,,,,,0,0,0,0,0,0,0,0,14.39,16.25
+10/10/2019,0,0,,,,,,,,,,0,0,0,0,0,0,0,0,14.86,16.13
+11/10/2019,0.4,0.2,,,,,,,,,,0,0,0,0,0,0,0,0,15.56,17.3
+12/10/2019,0.6,0.2,,,,,,,,,,0,0,0,0,0,0,0,0,14.71,16.43
+13/10/2019,0.4,0.2,-51.95,-101.67,,,,-94.18,,,-94.25,0,0,0,0,0,0,0,0,14.93,16.99
+14/10/2019,0.4,0,-51.95,-101.67,,,,-94.18,,,-94.25,613.44,1616.33,1291.28,1616.62,3316.03,1261.04,1616.29,1422.86,15.49,17.45
+15/10/2019,28.4,15.6,-51.95,-101.67,,-101.56,,-94.18,,,-94.25,1471.43,3883.5,3095.57,3885.59,7963.67,3033.4,3881.2,3413.52,14.87,16.55
+16/10/2019,0.6,0.2,-51.95,-101.67,,-101.56,,-94.18,,-101.11,-94.25,1469.7,3884.62,3083,3889.69,7960.82,3033.4,3874.1,3392.6,13.03,15.55
+17/10/2019,0.2,0,-51.95,-101.67,,,,-94.18,-97.37,-101.09,-94.25,1465.78,3883.43,2803.64,3888.76,7956.76,2775.2,3875.8,3393.04,12.52,15.18
+18/10/2019,0.4,0,-51.95,-101.7,,,,-94.18,-97.37,-101.07,-94.25,1461.92,3878.53,3038.62,3892.07,7950.64,3012.12,3861.58,3377.05,12.71,15.58
+19/10/2019,0.4,0.2,,-101.73,,,,,-97.37,-101.07,,1461.42,3877.96,2634.12,3888.25,7970.47,2750.22,3879.07,3425.26,13.2,15.43
+20/10/2019,0.2,0,-51.84,-101.73,,-102.67,-104.51,-93.74,-97.37,-101.07,-94.69,1458.86,3874.03,3019.82,3890.34,7961.26,3028.14,3869.86,3418.06,15.57,17.19
+21/10/2019,0,0,-51.86,-101.63,,-102.83,-104.51,-93.74,-97.37,-100.75,-94.69,1455.34,3870.68,3040.27,3889.4,7955.75,3035.56,3863.45,3414.89,16.99,18.69
+22/10/2019,0,0,-51.87,-101.53,,-102.98,-104.51,-93.74,-97.37,-100.75,-94.69,1303.45,3474.61,2784.56,3589.78,7961.08,3028.54,3857.22,3413.12,17,18.95
+23/10/2019,0,0,-51.86,-101.53,,-102.98,-104.51,-93.74,-97.37,-100.66,-94.58,1439.42,3874.93,3039.19,3931.13,7955.96,3035.16,3850.99,3413.38,16.34,18.72
+24/10/2019,23.8,27.4,-51.85,-101.5,,-102.98,-104.51,-93.74,-97.37,-100.66,-94.59,1442.05,3879.29,2792.45,3938.76,7961.36,2811.17,3606.34,3170.92,15.76,17.46
+25/10/2019,0.2,0.2,-51.87,-101.53,,,-104.51,-93.74,-97.37,-100.66,-94.59,1357.42,3877.7,2788.78,3938.65,7959.6,2773.76,3596.36,3161.27,15.35,17.96
+26/10/2019,0,0,-51.9,-101.49,,-102.72,-104.51,-93.74,-97.37,-100.66,-94.59,1438.96,3876.55,2796.12,3924.61,7960.03,2773.98,3839.83,3201.73,15.78,18.55
+27/10/2019,0.2,0,-51.9,-101.45,,-102.46,-104.52,-93.76,-97.36,-100.66,-94.59,1494.29,4030.27,3170.74,4076.1,8282.92,3150.54,3985.16,3550.5,14.13,16.62
+28/10/2019,0.6,0,-52.06,-101.45,,-102.46,-104.52,-93.77,-97.23,-100.66,-94.64,1435.36,3874.25,3028.79,3890.09,7954.02,2932.02,3813.59,3389.83,13.75,15.8
+29/10/2019,0.6,0.2,-52.06,-101.45,,-102.46,-104.52,-93.77,-97.23,-100.39,-94.64,1319.36,3068.6,2212.24,3080.66,6300.25,2207.59,3024.18,2520,13.03,14.88
+30/10/2019,0.6,0.2,-52.06,-101.45,,-102.46,-104.52,-93.77,-97.08,-100.39,-94.68,1448.35,3923.46,2866.18,3940.96,7621.13,2843.32,3671.64,3277.84,12.96,15.15
+31/10/2019,13.8,0.6,-52.06,-101.45,,-102.46,-104.52,-93.77,-97.08,-100.24,-94.64,1427.65,3872.12,2789.46,3890.48,7952.08,2777.26,3829.57,3199.54,14.02,16.15
+01/11/2019,4.2,2.4,-52.06,-101.72,,-102.46,-104.52,-93.83,-96.45,-100.24,-94.41,1255.54,3874.9,2715.16,3885.3,7958.92,2710.12,3508.16,3086.93,13.46,15.95
+02/11/2019,10.8,38.6,-52.36,-101.72,,-102.46,-104.52,-93.83,-96.45,-100.24,-94.41,1418.58,3876.41,2752.31,3886.02,7961.36,2772.29,3598.7,3162.6,13.97,15.6
+03/11/2019,36.8,35.2,-52.36,-101.72,,-102.2,-104.52,-93.83,-96.45,-100.11,-94.68,1416.24,3872.38,2734.99,3894.41,7955.21,2734.88,3554.5,3147.95,14.11,15.86
+04/11/2019,0.2,2.6,-52.39,-101.72,,-102.2,-104.52,-93.93,-96.89,-100.02,,1414.94,3880.66,3025.44,3886.52,7949.66,3030.8,3835.44,3388.57,12.83,14.8
+05/11/2019,7,4.2,-52.39,-101.62,,-102.2,-104.52,-93.93,-96.89,-100.64,,1412.17,3867.8,2699.21,3876.55,7931.3,2663.71,3427.56,3018.64,14.43,16.12
+06/11/2019,5.4,3,-52.39,-101.62,,-102.2,-104.54,-93.93,-96.89,-100.64,,1321.45,3709.33,2770.02,3858.66,7900.88,2704.36,3510.9,3127,9.94,11.99
+07/11/2019,0.4,0.2,-52.39,-101.62,,-102.2,-104.55,-93.93,-96.89,-100.64,-95.02,1399.43,3881.38,3011.15,3878.28,7946.71,3009.67,3825.76,3385.98,9.19,11.66
+08/11/2019,27.6,53.6,-52.45,-101.62,,-102.27,-104.65,-93.93,-97.36,-100.64,-95.02,1050.48,3882.13,2815.92,3880.48,7946.5,3024.04,3824.32,3389.8,9.77,11.4
+09/11/2019,12.2,25.2,-52.45,-101.62,,-102.27,-104.68,-94.23,-97.36,-100.72,-94.96,1198.58,3879.94,2670.41,3432.49,7479.76,3025.66,3823.02,3387.78,7.37,8.91
+10/11/2019,12.2,8.2,-52.45,-101.62,,-102.27,-104.68,-94.23,-97.36,-100.72,-94.96,1381.86,3879.5,3045.71,3879.25,7938.97,3030.98,3823.2,3385.98,8.7,10.89
+11/11/2019,52.4,41.2,-52.46,-101.56,,-101.82,-104.68,-94.23,-97.3,-100.72,-95.02,1191.02,3881.48,2786.4,3902.76,7939.51,3030.66,3828.53,3388.14,9.67,11.87
+12/11/2019,10.6,10,-52.51,-101.56,,-101.82,-104.62,-94.23,-97.18,-100.59,-95.08,1349.21,3876.66,2722.68,3864.1,7549.67,2706.41,3835.12,3358.62,10.33,12.52
+13/11/2019,2.4,1.2,-52.46,-101.38,,-101.82,-104.62,-94.23,-97.07,-100.3,-95.09,1381.79,3866.94,2756.41,3872.77,7495.78,2764.98,3818.27,3359.41,8.6,10.86
+14/11/2019,9,14.6,-52.46,-101.39,,-101.92,-104.62,-94.21,-96.97,-100.3,-95.09,1273.36,3852.47,2870.6,3856.39,7507.26,2777.22,3814.78,3145.25,9.22,11.23
+15/11/2019,60.6,48.6,-52.4,-101.39,,-101.92,-104.62,-94.21,-97.07,-100.3,-95.09,908.06,3055.14,2360.95,3049.74,6256.76,2392.24,3020.72,2657.92,11.76,13.21
+16/11/2019,9.6,7.8,-52.3,-101.39,,-102.1,-104.69,-94.21,-96.98,-100.91,-95.09,1387.51,3842.82,2973.92,3816.72,7842.53,2935.84,3802.18,3351.13,11.19,13.1
+17/11/2019,21.4,14.8,-52.19,-101.53,,-102.1,-104.69,-94.05,-96.98,-101.02,-94.53,1032.52,2896.74,2242.33,2909.3,5925.89,2250,2874.35,2515.21,9.74,11.63
+18/11/2019,12.6,8.6,-52.16,-101.58,,-102.41,-104.69,-94.05,-97.05,-101.13,-94.38,1380.02,3861.61,2976.37,3853.94,7899.41,3005.57,3805.78,3354.91,8.42,10.43
+19/11/2019,19.8,24.6,-52.19,-101.62,,-102.41,-104.6,-94.21,-97.17,,-94.53,1074.96,3868.67,2693.81,3857.44,7903.12,2802.28,3804.91,3128.9,9.46,11.4
+20/11/2019,1.4,13.6,-52.24,-101.53,,-102.41,-104.6,-94.34,-97.06,-101.17,-94.53,1038.13,3867.37,2977.09,3373.96,7303.86,3020.36,3799.58,3362.62,8.27,9.96
+21/11/2019,0.6,11.2,-51.93,-101.53,,-102.41,-104.6,-94.34,-97.06,-101.17,-94.58,1414.48,3864.64,2583.18,3861.04,7910.53,2674.94,3801.96,3360.49,7.2,9.23
+22/11/2019,4.8,17.6,-51.72,-101.53,,-102.41,-104.6,-94.34,-97.06,-101.17,-94.58,1418.33,3866.47,2391.34,3864.46,7910.24,2577.17,3808.15,2955.96,8.47,11.4
+23/11/2019,34.2,21.2,-51.72,-101.53,,-102.41,-104.6,-94.34,-97.11,-101.18,-94.58,1424.59,3861.54,2684.48,3862.04,7900.34,2700.58,3804.34,3099.17,10.99,13.13
+24/11/2019,42.2,29.4,-51.72,-101.53,,-102.41,-104.6,-94.34,-97.01,-101.17,-94.58,1439.71,3863.45,2345.4,3864.38,7901.03,2732.04,3806.21,3384.07,9.4,11.33
+25/11/2019,0.4,1,-51.21,-101.53,,-102.41,-104.6,-94.34,-97,-101.17,-94.26,1455.98,3862.94,2626.52,3865.79,7902.25,2670.44,3808.87,3063.56,9.89,11.57
+26/11/2019,0.2,0,-51.21,-101.53,,-102.41,-104.6,-94.34,-97.01,-100.27,-94.26,1458.04,3862.15,2499.77,3866.98,7902.83,2613.92,3808.91,3382.63,9.93,12.1
+27/11/2019,8.6,28.2,-51.21,-101.48,,-101.69,-104.6,-94.2,-97.01,-99.74,-94.26,1479.67,3932.32,2065.75,3884.04,7506.25,2904.34,3840.91,3396.74,11.1,13.25
+28/11/2019,0.4,8.6,-51.21,-101.21,,-101.69,-104.6,-94.2,-97.01,-99.74,-94.26,1481.58,3783.35,2685.38,3885.01,7949.38,2852.5,3895.67,3388.21,10.89,12.41
+29/11/2019,0.8,1.2,-51.49,-101.21,,-101.69,-104.6,-94.13,-97.06,-99.74,-94.26,1482.66,3899.81,2469.17,3885.19,7935.01,2568.49,3874.39,3403.69,10.35,11.43
+30/11/2019,0.4,0.4,-51.49,-101.21,,-101.69,-104.63,-94.13,-97.06,-99.74,-94.29,1488.2,3899.52,2188.01,3884.87,7826.51,2377.76,3543.16,2771.96,8.57,11.71
+01/12/2019,0.4,0,-51.49,-101.21,,-101.69,-104.66,-94.13,-97.06,-99.58,-93.8,1494.58,3886.88,2442.38,3887.89,7929.14,2560.75,3920.94,3409.27,9.45,10.84
+02/12/2019,29.4,96.4,-50.98,-101.51,,-101.66,-104.66,-94.21,-97.06,-99.56,-93.76,1349.5,3887.28,2073.82,3481.74,7520.72,3009.02,3922.74,3421.15,11.45,13.08
+03/12/2019,0.4,0.2,-50.98,-101.51,,-101.66,-104.66,-94.21,-96.97,-99.56,-93.8,1502.64,3892.25,1983.35,3888.22,7933.14,2348.93,3690.94,2779.6,9.93,12.38
+04/12/2019,0,0,-50.98,-101.51,,-101.66,-104.66,-94.21,-96.86,-99.56,-93.8,1515.78,3888.18,1645.96,3887.24,7615.19,2723.47,3935.74,3171.1,6.11,9.03
+05/12/2019,0,0,-50.98,-101.51,,-101.66,-104.66,-94.21,-96.86,-99.56,-93.8,1526.94,3885.05,2300.22,3888.36,7920.65,2536.56,3938.58,2929.79,7.77,10.6
+06/12/2019,0.4,0.6,-50.76,-101.47,,-101.69,-104.66,-94.2,-96.87,-99.56,-93.42,1508.4,3831.8,2412.97,3816.07,7763.22,2590.13,3879.14,2952.11,9.52,10.67
+07/12/2019,0.4,4.6,-50.43,-101.47,,-101.77,-104.66,-94.09,-96.87,-99.56,-93.42,1543.86,3884.76,2357.6,3886.52,7926.62,2473.96,3962.74,2896.6,9.86,10.58
+08/12/2019,0.2,3.6,-50.29,-101.47,,-101.77,-104.66,-94.09,-96.87,-99.86,-93.29,1549.73,3880.66,2508.55,3884.44,7909.02,2629.3,3955.97,3040.6,9.42,10.99
+09/12/2019,7,5.4,-50.22,-101.47,,-101.77,-104.66,-94.09,-96.94,-99.36,-93.42,1559.92,3884.8,2328.37,3886.34,7909.49,2468.56,3961.12,2866.43,8.44,9.91
+10/12/2019,0,0,-50.22,-101.47,,-101.77,-104.66,-94.09,-97.17,-99.35,-93.42,1566.54,3884.94,2425.68,3886.67,7908.98,2568.92,3957.3,2974.28,6.49,9.36
+11/12/2019,0.2,0,-50.22,-101.47,,-101.77,-104.67,-94.09,-97.13,-99.36,-93.29,1573.78,3880.69,2400.37,3887.17,7292.34,2527.49,3959.35,3005.39,4.32,7.77
+12/12/2019,2,2.2,-52.66,-101.32,,-102.05,-104.67,-94.08,-97.17,-99.86,-93.16,1651.57,3885.48,2453.76,3901.97,7920.86,2607.73,3953.3,3016.4,4.37,6.13
+13/12/2019,19.8,42,-53.15,-101.32,,-102.05,-104.67,-94.08,-97.17,-99.36,-93.16,1269.43,3879.72,2047.93,3891.96,7909.34,2151.65,3935.74,3436.09,5.57,7.17
+14/12/2019,0,0,-53.19,-101.32,,-102.05,-104.57,-94.08,-97.13,-99.35,-93.16,1334.41,2989.73,2386.4,3884.65,7904.05,3003.44,3919.54,3438.5,6.96,10.32
+15/12/2019,0.2,0,-53.15,-101.65,,-102.05,-104.57,-94.08,-97.03,-99.2,-93.16,1696.61,3881.56,2601.72,3884.04,7891.34,2619.5,3921.3,3445.78,9.58,11.18
+16/12/2019,0,0,-53.19,-101.65,,-102.05,-104.57,-94.08,-96.94,-99.2,-93.16,1542.1,3887.21,1981.01,3887.03,7894.26,2151.61,3931.56,3448.15,11.52,12.61
+17/12/2019,0,0,-53.19,-101.65,,-102.05,-104.57,-94.08,-96.94,-99.2,-93.16,1490.04,3891.71,1459.33,3888.47,7892.89,2455.09,3935.99,3452.04,11.88,13.04
+18/12/2019,0,0,-53.04,-101.65,,-102.05,-104.57,-94.08,-96.94,-99.2,-93.16,1724.72,3890.92,1581.01,3889.3,7891.67,2388.92,3935.34,3451.72,11.76,13.74
+19/12/2019,13,9.8,-52.97,-101.65,,-102.05,-104.57,-94.08,-96.99,-99.19,-92.34,1529.14,3891.31,1727.64,3889.19,7888.61,2352.17,3935.66,3454.13,8.74,11.24
+20/12/2019,3.6,9.2,-51.68,-101.65,,-102.05,-104.57,-94.08,-96.99,-99.15,-92.34,1433.41,3888.65,1810.33,3888.32,7883.03,2423.02,3934.62,3456.04,9.1,10.8
+21/12/2019,34.8,53,-51.16,-101.18,,-102.02,-104.57,-94.02,-96.99,-99.15,-92.26,1130.98,3013.67,1721.81,3892.61,7891.31,2734.34,3948.37,3451.9,11.15,12.15
+22/12/2019,17.4,19.8,-51.16,-101.13,,-101.59,-104.57,-93.92,-96.99,-99.15,-92.34,920.48,3297.1,1463.44,3892.64,7899.73,3009.64,3981.6,3466.91,9.77,12.01
+23/12/2019,2.4,6.2,-51.06,-101.13,,-101.59,-104.73,-93.92,-96.75,-99.64,-92.34,1704.6,3890.45,1950.8,3890.59,7587.58,2154.06,3999.85,2884.54,7.46,11.1
+24/12/2019,0,0,-51,-101.13,,-101.59,-104.73,-93.92,-96.75,-99.64,-92.34,1821.42,3884.08,2323.62,3892.14,7529.65,2398.86,3999.85,3106.44,5.9,10.86
+25/12/2019,0.2,0,-51,-101.13,,-101.59,-104.73,-93.92,-96.75,-99.64,-92.26,1951.24,3873.82,3044.59,3891.56,7886.63,2978.32,3992.11,3464.71,7.94,10.5
+26/12/2019,0,0,-51,-101.13,,-101.59,-104.73,-93.92,-96.75,-99.5,-91.98,1967.9,3873.53,1869.26,3887.78,7882.16,2379.49,3998.52,3467.74,7.16,8.6
+27/12/2019,0.4,0,-49.89,-101.13,,-101.77,-104.66,-93.93,-96.75,-98.61,-91.83,1883.34,3575.2,1703.23,3913.6,7890.66,2298.28,3986.68,3472.06,6.11,7.66
+28/12/2019,0.2,0,-45.49,-101.13,,-102.54,-104.66,-93.93,-96.57,-98.61,-91.79,1796.11,2998.55,2429.82,3598.7,7889.9,3010,3960.79,3473.28,3.97,6.76
+29/12/2019,0.2,0,-45.25,-101.19,,-102.54,-104.66,-94.1,-96.16,-98.61,-91.29,2105.86,3397.14,1920.71,3435.88,6902.96,2245.79,3473.03,2952.29,1.9,4.62
+30/12/2019,0.8,0,-45.02,-101.19,,-102.54,-104.66,-94.1,-96.12,-98.61,-91.26,2480.65,3883.14,1743.48,3926.77,7886.95,2762.53,3968.1,3265.42,1.87,4.87
+31/12/2019,,,-44.8,-101.19,,-102.54,-104.66,-94.1,-96.16,-98.61,-91.23,2586.28,3890.99,1636.38,3928.93,7271.53,2593.69,3973.32,3482.03,,
+01/01/2020,0,0,-38.68,-101.19,,-102.54,-104.63,-94.1,-94.3,-98.61,-91.02,2734.78,3885.3,1817.75,3929.98,7873.99,2530.73,3973,3277.66,6.07,6.42
+02/01/2020,0.2,0,-37.92,-101.15,,-102.54,,-94.05,-94.7,-98.38,-90.93,2851.27,3884.76,2037.82,3930.08,7527.64,2212.88,3976.67,3232.3,5.96,6.8
+03/01/2020,0.2,0,-37.16,-101.11,,-102.54,,-93.99,-95.1,-98.15,-90.83,2925.5,3882.6,2116.84,3905.06,6655.68,2302.06,3982.9,3478.64,5.35,6.87
+04/01/2020,0,0,-36.48,-101.11,,-101.76,,-93.79,-95.1,-98.15,-90.61,2980.66,3888.72,1797.08,3889.08,6916.68,2534.94,3996.97,3210.37,6.58,8.69
+05/01/2020,0,0,-35.99,-101.11,,-101.76,,-93.79,-95.1,-98.15,-89.97,3018.24,3897.61,934.52,3891.17,7479.22,2549.95,3968.21,2938.14,6.87,8.28
+06/01/2020,0,0,-35.99,-101,,-101.76,,-93.79,-95.09,-98.15,-89.94,3044.12,3900.85,1502.78,3892.5,7634.88,2280.78,3965.15,2714.04,3.2,6.54
+07/01/2020,0,0,-35.99,-100.85,,-101.76,,-93.79,-95.09,-98.15,-89.94,3050.32,3891.28,1818.43,3888.5,7882.52,2026.01,3956.9,2977.09,3.45,4.99
+08/01/2020,0,0,-35.49,-100.82,,-101.76,-104.7,-93.79,-95.09,-98.15,-89.94,3066.34,3891.28,1630.12,3892.1,7424.89,2599.09,3960.54,2924.39,5.29,7.37
+09/01/2020,0,0,-35.49,-100.61,,-101.76,-104.77,-93.79,-95.92,-98.15,-90.69,3075.59,3886.24,1941.08,3893.36,7476.88,2168.14,3960.32,3013.6,4.34,5.87
+10/01/2020,0,0,-35.49,-100.61,,-101.76,-104.77,-93.79,-96.54,-98.15,-90.75,3082.82,3883.32,1980.65,3894.7,7527.82,2126.52,3958.45,2542,5.72,7.39
+11/01/2020,0,0,-34.98,-100.61,,-101.76,-104.77,-93.79,-96.55,-98.15,-90.84,3090.78,3884.4,965.84,3893.76,7882.42,2043.58,3962.74,2869.09,5.38,7.59
+12/01/2020,0,0,-34.98,-100.61,,-101.76,-104.77,-93.79,-96.55,-98.15,-90.84,3099.64,3878.17,1914.16,3892.25,7880.54,2098.48,3958.42,2543.76,5.17,8.19
+13/01/2020,0,0,-34.98,-100.61,,-101.76,-104.77,-93.79,-96.54,-98.15,-90.84,3478.93,3875.44,1381.43,3893.26,7881.59,2135.84,3960.83,2616.12,4.85,6.56
+14/01/2020,0,0,-37.53,-100.61,,-101.76,-104.77,-93.79,-96.34,-98.15,-90.84,3980.16,3868.74,1242.22,3892.46,7879.9,1814.22,3960.94,2394.36,5.12,6.75
+15/01/2020,0,0,-38.55,-100.61,,-101.76,-104.77,-93.79,-96.34,-98.15,-90.98,3857.83,3867.52,1291.68,3897.32,7889.44,1409.83,3967.88,2579.51,4.64,6.42
+16/01/2020,0,0,-38.55,-100.61,,-101.76,-104.72,-93.79,-96.33,-98.15,-90.98,3815.64,3857.26,1250.17,3893.72,7622.68,1287.14,3964.46,2687.98,4.71,6.81
+17/01/2020,0,0,-38.56,-100.61,,-101.76,-104.65,-93.79,-96.33,-98.15,-90.98,3798.83,3851.42,1150.27,3894.59,7470.65,1851.66,3964.68,3155.54,4.93,7.23
+18/01/2020,7,11.2,-38.56,-100.61,,-101.76,-104.62,-93.79,-96.33,-98,-90.98,3830.26,3848.04,1430.35,3895.09,7052.22,1969.78,3661.2,2893.72,5.32,6.85
+19/01/2020,0.2,0,-38.56,-100.61,,-101.76,-104.62,-93.79,-96.36,-98,-90.91,3815.78,3846.17,1608.77,3895.31,7411.39,1787.11,3946.21,2682.97,5.35,7.62
+20/01/2020,0,0,-38.56,-100.61,,-101.76,-104.62,-93.79,-96.34,-98,-90.85,3779.32,3848.04,1138.28,3897.29,7872.55,1499.18,3951.68,2286.47,5.28,7.81
+21/01/2020,0,0,-38.56,-100.61,,-101.76,-104.65,-93.79,-96.35,-98,-90.85,3741.62,3845.41,0,3897.58,7408.62,2396.05,3955.61,3117.49,6.1,8.87
+22/01/2020,0,0,-38.56,-100.61,,-101.76,-104.65,-93.79,-96.34,-98,-90.85,3685.61,3840.73,315.04,3896.57,7862.54,2198.84,3959.75,2901.6,6.3,8.34
+23/01/2020,0.2,0,-39.05,-100.61,,-101.76,-104.65,-93.79,-96.35,-98,-90.96,3660.7,3834.61,1231.38,3897,7401.6,1717.16,3958.74,2675.16,6.26,8.25
+24/01/2020,0,0.2,-39.05,-100.71,,-101.76,-104.65,-94.25,-96.34,-98,-91.1,3631,3834.72,1421.39,3896.28,7398.76,1694.23,3958.13,2870.6,7.16,8.89
+25/01/2020,7.6,15.8,-39.05,-100.71,,-101.76,-104.58,-94.25,-96.28,-98,-91.3,3622.64,3838.86,405.68,3897.54,7353.43,2113.74,3962.16,3050.28,7.44,9.41
+26/01/2020,0.2,1,-39.05,-100.71,,-101.76,-104.58,-94.25,-96.27,-98,-91.1,3598.49,3830.65,1467.07,3898.33,7856.03,1886.76,3961.22,2683.4,6.72,8.7
+27/01/2020,6.8,7.8,-39.05,-100.7,,-101.76,-104.58,-94.25,-96.25,-98,-91.1,3571.92,3827.59,1584.72,3898.15,7854.3,1763.21,3961.98,2971.33,7.1,10.14
+28/01/2020,1.4,2.6,-39.05,-100.7,,-101.76,-104.58,-94.25,-96.25,-98,-90.8,3540.6,3830.18,1231.85,3898.66,7852,1860.16,3963.71,2610.04,8.36,9.75
+29/01/2020,0.2,0,-39.05,-100.7,,-101.76,-104.58,-94.25,-96.25,-98,-90.8,3509.06,3830,1052.17,3898.19,7393.68,1603.33,3965.44,3112.92,7.36,10.08
+30/01/2020,0,0,-39.3,-100.69,,,-104.58,,-96.25,,-90.8,3453.98,3826.51,1273.03,3896.78,7843,1797.26,3962.38,2861.32,7.52,9.39
+31/01/2020,0,0,-39.55,-100.69,,,-104.56,,-96.25,,-91.25,3421.8,3827.48,1357.2,3898.12,7841.66,1786.32,3963.28,2645.6,8.37,9.95
+01/02/2020,0.6,3.2,-39.8,-100.69,,,-104.56,,-96.26,,-91.25,3379.93,3827.63,1178.14,3897.9,7338.92,2355.77,3962.27,2751.05,9.22,10.83
+02/02/2020,0,0.2,-40.05,-100.69,,,-104.56,,-96.35,,-91.25,3336.34,3829.93,1231.31,3899.99,7857.65,1983.38,3965.72,2610.65,9.68,11.5
+03/02/2020,0,0,-40.05,-100.69,,,-104.56,,-96.37,,-91.18,3299.54,3833.17,433.66,3900.53,7499.88,2589.73,3969.5,3155.54,10.15,12.01
+04/02/2020,0.4,0.4,-40.05,-100.69,,,-104.58,,-96.37,,-90.94,3275.78,3833.46,1142.86,3902.36,7453.08,2340.94,3969.83,3120.7,8.76,11.02
+05/02/2020,0,0,-40.58,-100.67,,,-104.62,-94.27,-96.35,,-90.94,3257.57,3827.2,1480.75,3897.43,7136.96,1957.46,3965.26,2853.58,3.66,7.1
+06/02/2020,0,0,-40.58,-100.67,,,-104.62,-94.46,-96.44,,-91.18,3222,3824.14,1299.2,3895.81,7287.91,1703.77,3966.48,2504.77,3.52,6.13
+07/02/2020,0,0,-41.59,-100.67,,,-104.62,-94.65,-96.44,-98.21,-91.2,3107.27,3822.88,1983.13,3897.54,7495.45,2048.98,3710.84,3158.53,3.97,5.53
+08/02/2020,0,0,-41.59,-100.67,,,-104.62,-94.65,-96.32,-98.21,-91.38,3036.56,3823.6,1335.74,3897.5,7494.62,2078.96,3701.2,3191.83,5.67,6.39
+09/02/2020,0,2.2,-41.59,-100.67,,,-104.62,-94.65,-96.47,-98.21,-91.38,3010.54,3821.69,1987.31,3897.43,7441.34,2171.34,3912.48,2643.23,6.9,8.01
+10/02/2020,1.6,5.4,-41.85,-100.68,,,-104.56,-94.65,-96.47,-98.21,-91.2,3072.24,3828.92,1415.84,3899.41,7854.48,1791.4,3900.31,2535.16,8.68,9.77
+11/02/2020,0.2,0.2,-41.83,-100.66,,,-104.57,-94.65,-96.46,-98.21,-91.2,3087.25,3828.42,882.94,3901.1,7185.78,2553.44,3894.05,3002.33,10.56,12.13
+12/02/2020,0,0,-41.83,-100.64,,,-104.56,-94.68,-96.46,-98.05,-91.27,3070.62,3823.96,1525.61,3900.92,7182.14,1413.97,3687.52,2924.5,8.37,11.42
+13/02/2020,0,0,-42.08,-100.64,,,-104.56,-94.68,-96.46,-98.05,-91.27,3020.04,3821.76,2532.53,3901.54,7138.98,0,3901.86,2970.5,7.96,9.09
+14/02/2020,5.2,4,-42.78,-100.62,,-99.27,-104.57,-94.68,-96.46,-98.05,-91.27,3048.01,3859.52,2205.47,3896.68,7392.31,604.69,3907.04,2785.86,9.47,11.44
+15/02/2020,0,0,-43.47,-100.63,,,-104.6,,-96.47,,-91.27,3015.04,3874.54,2389.86,3894.08,7436.99,2476.66,3891.49,3142.66,7.84,9.61
+16/02/2020,0,0,-43.98,-100.82,,,-104.6,,-96.47,,-91.27,2981.84,3871.62,2029.72,3895.78,7539.73,2379.49,3890.52,3220.16,7.47,8.85
+17/02/2020,0,0,-44.5,-100.82,,,-104.6,,-96.47,,-91.94,2949.52,3865.5,2569.61,3896.5,7844.22,2600.42,3889.19,3038.72,7.63,8.47
+18/02/2020,0,0,-44.5,-100.82,,,-104.59,,-96.47,,-91.94,2939.04,3863.7,2300.51,3897.4,7485.08,2379.53,3888.65,3036.89,7.93,8.82
+19/02/2020,3.6,7.8,-44.5,-100.82,,,-104.59,,-96.47,,-91.94,2943,3862.48,2264.51,3898.01,7485.44,2320.92,3886.34,3111.88,6.34,8.8
+20/02/2020,0.2,0,-45.02,-100.82,,,-104.59,,-96.47,,-91.94,2927.12,3861.36,2136.92,3897.54,7484.29,2220.37,3887.14,3212.64,6.71,9.53
+21/02/2020,0,0,-45.54,-100.82,,,-104.62,,-96.53,,-91.37,2865.38,3859.85,2047.86,3896.89,7841.88,2095.99,3882.71,2999.99,6.62,8.53
+22/02/2020,0,0,-45.56,,,,-104.65,,-96.56,-98.05,-91.27,2847.56,3854.12,2174.76,3897.11,7482.38,2653.78,3871.66,3143.05,7.63,9.19
+23/02/2020,0.2,0,-45.56,,-114.48,,-104.65,,-96.56,-98.05,-91.37,2839.14,3851.82,2548.04,3898.55,7842.6,2616.8,3864.6,3035.27,8.43,10.92
+24/02/2020,0.2,0,-45.56,,-114.4,,-104.65,,-96.56,-98.05,-91.27,2828.48,3849.19,2707.34,3898.08,7841.09,2719.84,3874.86,3468.42,8.89,11.89
+25/02/2020,0,0,-45.65,,-114.34,,-104.47,,-96.56,,-91.27,2810.7,3850.78,2645.53,3898.84,7378.34,2662.09,3876.66,3107.2,9.44,11.25
+26/02/2020,2.2,5,-45.77,,-114.33,,-104.22,,-96.54,,-91.23,2809.66,3844.91,3055.75,3900.49,7124.87,2508.3,3871.4,2924.5,7.54,9.8
+27/02/2020,4.8,12.2,-46.11,,-114.34,,-104.22,,-96.54,,-91.23,2792.52,3838.79,2801.16,3897.86,7423.38,2380,3868.92,2774.48,5.4,8.17
+28/02/2020,1.2,5,-46.63,,-114.34,,-104.28,,-96.57,,-91.23,2765.12,3835.48,3063.56,3897.4,7835.9,2129.8,3867.34,2525.72,8.9,11.21
+29/02/2020,0,0,-47.13,,-114.43,,-104.42,-94.6,-96.57,-98.62,-91.59,2725.42,3829.46,2957.83,3897.04,7269.8,2533.14,3769.02,2993.51,8.25,9.18
+01/03/2020,11,9,-47.13,,-114.43,,-104.42,-94.87,-96.57,-98.62,-91.59,2706.84,3830.36,3066.01,3899.48,7837.38,2405.92,3850.2,2853.32,9.7,11.29
+02/03/2020,35.8,15,-47.14,,-114.43,,-104.59,-95.1,-96.57,-98.62,-91.59,2692.37,3831.16,3067.06,3900.53,7478.82,2355.59,3847.64,3213.32,9.5,11.2
+03/03/2020,10.4,6.6,-47.14,,-114.43,,-104.42,-95.12,-96.5,-98.62,-91.28,2697.52,3829.61,3072.82,3899.88,7836.01,1847.99,3837.2,2204.21,5.7,8.06
+04/03/2020,0,0,-47.52,,-114.43,,-104.35,-95.13,-96.47,,-91.28,2692.51,3826.33,2811.24,3906.36,7417.55,2608.31,3830.9,3113.42,5.97,9.1
+05/03/2020,1.4,2.8,-47.52,,-114.54,,-104.5,,-96.47,,-91.26,2669.47,3825.36,3068.68,3899.52,7831.48,2190.89,3834.04,2564.53,7.41,9.45
+06/03/2020,6,15.4,-47.52,,-114.64,,-104.55,,-96.5,,-91.26,2675.56,3824.35,3073.03,3900.56,7474.43,2380.68,3835.15,2852.71,7.85,9.95
+07/03/2020,0.2,0.2,-47.6,,,,-104.55,,-96.49,,-91.26,2662.88,3820.9,3061.22,3899.92,7368.77,2399.65,3835.87,3140.57,6.51,8.78
+08/03/2020,0,0,-47.6,,,,-104.55,,-96.49,,-91.26,2655.86,3818.3,3050.71,3900.46,7832.09,2997.4,3832.67,3469.97,7.15,9.16
+09/03/2020,0,0,-47.66,,-113.39,,-104.55,,-96.49,,-91.26,2652.16,3816.14,3049.06,3900.35,7418.09,2655.04,3827.84,3141.9,6.68,8.55
+10/03/2020,0,0,-47.66,,-113.39,,-104.55,,-96.47,,-91.26,2660.4,3815.21,3047.4,3899.56,7415.68,2724.37,3826.76,3176.24,7.48,9.36
+11/03/2020,0,0,-47.66,,-113.39,,-104.55,,-96.47,,-91.68,2653.99,3816.76,2904.77,3899.81,7518.06,2242.15,3829.03,2707.56,9.21,11.2
+12/03/2020,0,0,-47.42,,-113.19,,-104.52,,-96.46,,-91.68,2651.22,3818.3,3083.69,3900.31,7827.41,2125.62,3833.86,3000.24,9.64,10.87
+13/03/2020,0.2,0,-47.41,,-113.01,,-104.52,,-96.46,,-91.32,2660.65,3817.08,3081.92,3899.63,7826.83,2408.62,3833.6,3108.67,9.47,10.7
+14/03/2020,0.2,0,-47.4,-100.79,-113,,-104.52,,-96.48,,-91.56,2664.36,3819.13,3077.1,3901.72,6958.4,2390.15,3834.65,2782.15,9.22,11.33
+15/03/2020,0.2,0,-47.36,-100.79,-112.99,,-104.52,,-96.51,,-91.32,2661.52,3817.04,3073.9,3900.78,7826.8,2764.58,3836.23,3253.82,9.51,11.27
+16/03/2020,0,0,-47.36,-100.79,-112.99,-102.78,-104.52,-95.1,-96.51,-98.62,-91.09,2702.77,3875.08,3121.45,3961.44,7947.54,2817.9,3896.6,3466.3,8.6,10.98
+17/03/2020,0,0,-47.36,-100.79,-112.92,-102.78,-104.52,-95.1,-96.57,-98.62,-91.09,2650.25,3812.04,3073.54,3899.34,7822.98,2698.56,3829.68,3179.95,9.28,10.99
+18/03/2020,0,0,-47.36,-100.79,-112.92,-102.78,-104.52,-95.1,-96.57,-98.62,-91.09,2654.93,3811.97,3073.39,3899.45,7823.88,2971.94,3824.89,3469.39,10.58,12
+19/03/2020,0,0,-47.36,-100.79,-112.9,-102.78,-104.52,-95.1,-96.57,-98.62,-91.09,2658.82,3813.34,3074.51,3900.85,7825.57,2747.05,3826.51,3472.16,10.92,12.61
+20/03/2020,0,0,-46.86,-100.79,-112.9,,-104.54,,-96.57,,-90.98,2664.4,3812.44,3075.8,3900.85,7363.69,2627.89,3826.8,3105.32,10.39,11.69
+21/03/2020,0,0,-46.85,-100.79,-112.75,,-104.55,,-96.55,,-90.98,2677.64,3811.07,3080.77,3901.07,7364.38,2559.92,3828.74,3034.98,10.11,11.32
+22/03/2020,0.4,0,-46.85,,-112.2,,-104.59,,-96.53,,-90.98,2692.15,3814.13,3096.58,3902.04,7831.01,2056.25,3830.08,2496.85,10.44,11.9
+23/03/2020,0,0,-46.85,,-112.19,,-104.57,,-96.53,,-91.05,2696.51,3809.74,3105.79,3901.1,7848,2499.7,3829.61,2931.8,5.44,9.38
+24/03/2020,0,0,-46.85,,-111.91,,-104.57,,-96.53,-98.55,-91.05,2687.72,3806.39,3097.87,3900.28,7442.35,2432.3,3585.38,2822.08,1.13,4.21
+25/03/2020,1.8,1.4,-46.85,,-111.62,,-104.55,,-96.53,-98.55,-91.53,2643.37,3804.91,3093.16,3900.74,7234.06,2465.93,3826.51,2967.66,3.35,5.55
+26/03/2020,17.4,5.8,-46.28,-100.33,-111.62,,-104.52,,-96.35,-98.55,-91.05,2758.64,3805.81,3098.92,3901.5,7388.57,2355.41,3829.14,2823.7,5.46,7.79
+27/03/2020,0.8,0.4,-45.79,-100.59,-111.62,-101.61,-104.52,,-96.3,-98.55,-91.53,2783.56,3805.16,3110,3815.96,7381.08,2026.12,3704.33,3070.26,8.51,9.38
+28/03/2020,4.8,0.2,-45.72,-100.59,-112.66,-101.61,-104.52,,-96.3,-98.17,-90.79,2819.7,3900.53,3118.18,3967.56,4790.34,2339.03,3920.65,3510.11,7.77,9.93
+29/03/2020,0.6,0,-45.64,-100.59,-113.75,-101.61,-104.5,-98.05,-96.3,-97.68,-90.73,2648.81,3738.74,2942.53,3725.5,6795.94,2851.92,3765.38,3336.98,8.6,11.19
+30/03/2020,0,0,-45.63,-100.59,-113.89,,-104.5,,-96.35,,-90.73,2772.07,3905.35,3078.94,3888.4,8333.28,1616.08,3911.36,2332.58,8.77,11.38
+31/03/2020,0.2,0,-45.64,-100.84,-113.71,-101.68,-104.52,-98.3,-96.35,-97.27,-91.18,2778.98,3907.12,2572.78,3525.7,7042,1915.7,3419.14,2995.38,7.15,10.48
+01/04/2020,0,0,-45.59,-100.85,-113.66,,-104.53,-98.3,-96.38,,-90.77,2794.39,3907.62,3052.98,3891.6,7923.82,1771.31,3851.35,2879.6,3.75,7.11
+02/04/2020,0,0,-45.55,-100.85,-113.71,,-104.53,-98.1,-96.35,,-91.18,2789.1,3906.72,2568.17,3893.44,6723.36,2079.18,3860.35,3485.88,4.48,6.95
+03/04/2020,0,0,-45.55,-100.85,-114.3,,-104.53,-98.1,-96.23,,-91.18,2787.55,3904.24,3066.88,3894.26,7301.09,1674.72,3868.63,2589.55,7.37,9.71
+04/04/2020,0,0,-45.04,-100.85,-114.3,,-104.53,-98.1,-96.15,,-91.22,2826.61,3913.34,2397.64,3896.89,6627.67,1834.74,3873.46,3325.07,10.33,12.52
+05/04/2020,0,0,-45.04,-100.84,-114.3,,-104.48,-98.05,-96.11,,-91.22,2837.92,3920.9,3077.32,3899.05,7002.04,1121.8,3880.69,2880.97,12.14,14.03
+06/04/2020,0,0,-45.04,-100.82,-114.3,,-104.47,-98.05,-96.11,,-91.29,2854.87,3933.32,3081.38,3897.54,6862.64,1267.38,3879.65,3073.57,11.76,13.6
+07/04/2020,0,0,-45.04,-100.77,-114.3,-101.55,-104.47,-98.05,-96.06,,-91.26,2851.63,3922.67,3086.06,3718.69,6889.54,1675.55,3879.07,2737.58,11.85,13.37
+08/04/2020,0,0,-45.04,-100.77,-114.3,-101.55,-104.47,-98.05,-96.06,,,2852.82,3927.85,2820.1,3264.3,6831,1587.92,3881.12,3486.85,12.02,13.14
+09/04/2020,0,0,,-100.77,-114.3,-101.55,-104.46,-98.07,-96.11,-97.57,-91.08,2855.2,3916.8,2779.34,3877.78,6353.1,1484.42,3914.14,3101.83,11.92,12.75
+10/04/2020,0,0,,-100.77,-114.3,-101.55,-104.45,-98.18,-96.06,-97.57,-91.08,2849.36,3920,3086.96,3935.34,6571.69,1121.15,3931.85,3489.19,13.01,13.88
+11/04/2020,0,0,,-100.77,-114.33,,-104.45,-98.56,-96.06,,-91.08,2847.82,3925.04,3095.89,3935.92,6992.14,1457.46,3928.79,3125.45,14.53,15.19
+12/04/2020,0,0,,-100.56,-114.44,,-104.45,-98.56,-96.02,,-90.91,2841.8,3926.81,3083.29,3936.31,6239.77,1762.81,3926.63,3488.54,14.62,14.57
+13/04/2020,0,0,-42.73,-100.56,-114.33,,-104.45,-98.18,-96.02,,,1851.44,3918.17,2047.72,3938.11,7698.71,2042.82,3923.68,3494.2,13.77,14.42
+14/04/2020,8.2,6,-43.43,-100.56,-114.31,,-104.45,-98.08,-95.95,,-90.65,2851.42,3904.49,2941.99,3939.66,6586.88,869.22,3927.64,3480.7,9.04,11.23
+15/04/2020,0,0,-44.14,-100.56,-114.29,-102.46,-104.45,-98.08,-95.92,-97.57,-90.69,2876.58,3901.61,2532.49,3327.26,6764.9,1150.45,3925.51,3264.19,9.09,11.42
+16/04/2020,0,0,-44.89,-100.56,-114.29,-102.46,-104.45,-98.08,-95.88,-97.57,-90.43,2843.1,3895.31,3097.48,3886.7,6713.46,1606.5,3923.71,2873.05,10.48,11.93
+17/04/2020,0,0,-45.39,-100.56,-114.29,,-104.44,-98.54,-95.88,,-90.43,2820.17,3895.42,3100.57,3888.94,6366.2,1337.47,3927.1,3492.5,11.87,13.51
+18/04/2020,0.2,0,-45.44,-100.56,-114.29,,-104.43,-98.6,-95.87,,-90.51,2806.85,3896.96,3116.27,3889.4,6804.47,1297.58,3928.32,3018.78,13.38,15.17
+19/04/2020,0.4,0.2,-45.54,-100.46,-114.4,,-104.42,-98.6,-95.85,,-90.51,1631.95,2278.73,1841.33,2472.05,3404.02,834.23,2294.24,1891.26,15.3,16.95
+20/04/2020,15.2,15,-45.62,-100.46,-114.4,-102.26,-104.42,-98.54,-95.85,-97,-90.42,2794.64,3895.24,3177.76,3890.88,6292.62,1148.51,3932.03,3493.73,12.89,14.8
+21/04/2020,1.6,2.2,-45.71,-100.46,-114.37,-102.26,-104.41,-98.46,-95.85,-97,-90.42,2788.67,3893.33,2970.22,3649.86,6090.7,1106.42,3935.59,3017.95,12.9,14.58
+22/04/2020,6,8.8,-45.8,-100.17,-114.4,,-104.41,-98.27,-95.85,,-90.42,2775.02,3894.77,2918.05,3896.57,5933.59,1549.87,3933.18,2914.13,11.32,12.98
+23/04/2020,3.2,0.6,-45.88,-100.17,-114.4,-102.14,-104.41,-98.27,-95.85,,-90.42,2761.49,3897.14,2855.56,3636.25,6491.3,1049.22,3936.2,2537.82,11.38,13.38
+24/04/2020,0,0.2,,-100.05,-114.46,-102.09,-104.41,-98.29,-95.86,,-90.41,2763.25,3893.44,2884.82,3619.8,6751.44,1393.13,3933.43,2904.88,11.82,13.92
+25/04/2020,0,0,-46.1,-100.05,-114.59,-102.09,-104.41,-98.29,-95.85,,-90.41,2771.24,3891.1,3120.66,3898.4,6465.28,1301.33,3936.13,3203.39,11.8,13.58
+26/04/2020,0,0,-46.23,-100.05,-114.59,,-104.38,-98.53,-95.85,,-90.51,2767.93,3879.36,3111.44,3895.78,7063.85,1608.3,3932.93,2872.87,11.92,14.2
+27/04/2020,0,0,-46.35,-100.05,-114.59,,-104.38,-98.63,-95.85,,-90.41,2752.74,3872.59,3108.49,3894.77,6504.7,1274.44,3936.28,3492.76,12.73,14.68
+28/04/2020,0,2.8,-46.35,-100.04,-114.57,,-104.38,-98.64,-95.85,,,1369.91,1937.84,1561.61,1949.22,2164.03,66.06,1971.47,1748.95,13.27,14.29
+29/04/2020,4.6,3,-46.35,-100.04,-114.55,-102.09,-104.38,-98.64,-95.8,-97,-90.42,908.64,1288.4,1032.34,1298.66,2543.44,459.65,1312.7,1163.45,11.81,13.85
+30/04/2020,0.2,0.2,-46.35,-100.01,-114.55,-102.09,-104.38,-98.64,-95.79,-97,-90.42,2716.81,3872.16,2819.66,3899.81,6556.93,1106.42,3943.26,3132.04,12.78,14.83
+01/05/2020,0,0,-46.35,-100.01,-114.55,-102.09,-104.38,-98.58,-95.79,-97,-90.48,2699.71,3870.76,3107.27,3899.48,6493.64,1238.18,3943.3,3496.03,14.19,15.95
+02/05/2020,0,0,-46,-100.21,-114.55,-102.09,-104.4,-98.58,-95.79,-97,-90.48,2218.32,3877.02,2696.29,3899.3,7632.9,2173.39,3923.17,3239.17,14.62,17.37
+03/05/2020,0,0,-46,-100.27,-114.5,-102.09,-104.38,-98.58,-95.8,-97,-90.48,2250.4,3880.15,2340.11,3901.14,7263.29,2133.76,3920.47,3495.56,15.95,19.1
+04/05/2020,0,0,-46,-100.27,-114.5,-102.09,-104.38,-98.56,-95.84,-97,-90.48,2750.33,3868.7,3117.53,3900.46,7220.16,1547.39,3919.93,3492.07,13.58,16.14
+05/05/2020,0,0,-46.47,-100.41,-114.48,-102.04,-104.36,-98.56,-95.93,-97,-90.48,2598.73,3888.86,3088.69,3896.86,6762.67,2128.75,3918.89,3300.62,15.2,16.54
+06/05/2020,0,0,-46.83,-100.41,-114.48,-101.98,-104.36,-98.55,-95.97,-97.54,-90.5,2639.56,3907.51,3121.02,3897.4,7059.64,1947.38,3926.52,3204.36,16.11,18.28
+07/05/2020,0,0,-47.33,-100.52,-114.48,-101.98,-104.36,-98.54,-96.1,-97.54,-90.51,2604.13,3902.72,3119.72,3895.13,7626.13,1764,3926.92,3202.49,14.67,17.18
+08/05/2020,0,0,-47.83,-100.52,-114.48,-101.98,-104.36,-98.54,-96.22,-97.54,-90.51,2576.95,3902.62,3116.09,3895.74,7105.54,1791.04,3925.19,3493.76,14.55,16.4
+09/05/2020,0,0,-47.83,-100.52,-114.48,-101.98,-104.36,-98.53,-96.25,-97.54,-90.51,2561.65,3903.98,3104.75,3897.4,7201.73,2410.96,3923.24,3493.58,15.08,17.05
+10/05/2020,0,0.2,-47.83,-100.52,-114.48,-101.98,-104.37,-98.51,-96.25,-97.54,-90.51,2555.5,3904.38,3092.08,3898.58,7356.2,2467.55,3925.26,3493.48,17.05,18.5
+11/05/2020,1.6,2.2,-47.87,-100.52,-114.48,-101.98,-104.35,-98.5,-96.25,-97.54,-90.51,2533.5,3903.37,3082.54,3898.33,7509.24,2469.96,3925.76,3496.72,14.97,17.43
+12/05/2020,0,0,-48.1,-100.56,-114.48,-101.98,-104.35,-98.22,-96.41,-97.52,-90.51,2497.43,3908.48,3073.72,3893.15,7207.85,2461.54,3909.35,2947.43,15.32,17.44
+13/05/2020,0,0,-48.2,-100.59,-114.46,-102.29,-104.35,-98.22,-96.41,-96.92,-90.45,2327.33,3915.68,2781.76,3620.34,6545.45,2346.59,3896.86,2884.61,17.37,19.4
+14/05/2020,0,0,-48.63,-100.59,-114.46,-102.29,-104.35,-98.22,-96.41,-96.91,-90.45,2476.8,3903.84,3065.11,3867.3,8007.62,2970.25,3502.98,3466.33,19.44,21.37
+15/05/2020,0,0,-48.72,-100.24,-114.4,-102.29,-104.35,-99.08,-96.41,-96.91,-90.54,2414.56,3431.95,3038.9,3850.78,7484.51,2640.78,3858.88,3123.86,17.14,19.94
+16/05/2020,0,0,-49.13,-100.23,-114.4,-102.21,-104.36,-99.08,-96.49,-96.91,-90.54,2385.58,3898.84,2856.71,3866.4,7625.38,2705.44,3886.67,3208.75,20.9,24.02
+17/05/2020,0.2,0,-49.28,-100.22,,-102.13,-104.36,-99.32,-96.54,-96.91,-90.54,2358.76,3907.26,2828.2,3868.02,7569.04,2696.69,3888.94,3210.16,21.39,22.63
+18/05/2020,0,0.2,-49.43,-100.22,,-101.88,-104.35,-99.39,-96.54,-97.91,-90.54,2331.11,3903.73,3057.05,3867.44,7993.4,2959.38,3886.52,3465.68,20.66,22.95
+19/05/2020,0,0,-49.57,-100.22,,-101.62,-104.35,-99.39,-96.42,-97.91,-90.14,1350.61,2280.2,1468.91,3646.08,7588.62,2714.51,3893.15,3212.53,17.16,18.45
+20/05/2020,7.8,15.2,-49.71,-100.22,,-101.56,-104.34,-99.48,-96.25,-97.91,-90.14,2291.58,3904.63,2300.33,3582.86,7217.75,2444.69,3892.57,3212.57,14.9,15.98
+21/05/2020,0.6,0.6,-50.19,-100.22,,-101.56,-104.34,-99.39,-96.17,-97.91,-90.14,2264.47,3906.54,1855.84,3863.88,6999.37,2200.82,3897.83,3474.07,17.18,19.1
+22/05/2020,0,0,-50.29,-100.22,,-101.56,-104.34,-99.39,-96.17,-97.92,-90.14,2231.39,3902.4,1726.45,3863.66,6993.4,2323.22,3901.97,3471.41,17.4,19.9
+23/05/2020,0,0,-50.64,-100.22,,-101.56,-104.34,-99.45,-96.06,-97.92,-90.14,2201.87,3899.88,1954.04,3864.13,7397.14,1919.3,3907.66,3471.19,18.48,20.09
+24/05/2020,0,0,-50.66,-100.22,,-101.56,-104.32,-99.45,-96.06,-97.42,-90.43,2186.24,3897.43,2352.38,3865,7291.19,2327.58,3906.14,3471.91,18.02,19.09
+25/05/2020,0,0,-50.7,,,-101.56,-104.32,-99.45,-96.06,-97.42,-90.28,2161.94,3899.99,3107.45,3864.17,6921.86,1953.07,3905.82,3469.39,17.32,19.5
+26/05/2020,0,0,-50.7,,,-101.56,-104.32,-99.45,-96.17,-96.92,-90.29,2002.46,3901.64,3116.41,3863.05,6505.49,1854.86,3904.42,3106.12,16.82,18.62
+27/05/2020,0,0,-50.66,-100.42,,-101.78,-104.33,-99.45,-96.17,-96.92,-90.5,1941.3,3898.3,3175.52,3862.91,7059.82,2322.97,3905.64,3066.95,15.13,17.64
+28/05/2020,0,0,-49.74,-100.42,,-101.99,-104.33,-99.35,-96.23,-96.92,-90.29,2042.93,3891.42,3135.82,3858.01,7275.17,1916.5,3901.79,3214.62,15.76,17.77
+29/05/2020,25,20.2,-49.65,-100.42,,-101.99,-104.33,-99.35,-96.23,-96.92,-90.29,1774.48,3898.08,3083.72,3863.16,6860.16,2166.77,3903.8,3103.2,11.93,14
+30/05/2020,1.2,2.4,-49.65,-100.41,,-101.99,-104.33,-99.35,-96.17,-96.92,-90.68,1406.92,3897.9,3049.7,3859.81,7051.28,2353.5,3903.41,2854.4,11.11,13.12
+31/05/2020,0.2,0.4,-49.65,-100.4,,-101.99,-104.32,-99.35,-96.02,-96.92,-90.68,1771.7,3414.06,1471.14,3382.09,6490.62,1423.22,3422.77,3042.54,14.27,15.83
+01/06/2020,0,0,-50.37,-100.4,-102.04,-101.99,-104.33,-99.23,-95.94,-96.92,-90.68,1530.972,3096.828,1824.516,3056.112,5758.2,1990.152,3088.908,2746.512,15.1,16.87
+02/06/2020,0,0,-50.37,-100.4,-102.06,-101.99,-104.33,-98.72,-96.02,-97.99,-90.33,1906.956,3895.74,1621.944,3863.736,7312.176,2537.604,3902.976,3216.96,16.18,18.06
+03/06/2020,0,0,-50.4,-100.42,-102.1,,-104.33,-98.7,-96.02,-107.5,,1886.616,3895.272,1671.804,3863.88,7577.316,2169.864,3903.912,3469.752,16.84,18.63
+04/06/2020,0.2,0.4,-50.47,-100.43,-102.1,,-104.33,-98.7,-96.06,-107.5,,1872.972,3895.164,1876.824,3865.608,7313.436,2512.584,3901.896,3471.048,16.75,18.8
+05/06/2020,26.6,27.4,-51.05,-100.44,-102.02,-102.26,-104.33,-98.7,-96.14,-97.99,-90.33,1856.196,3905.784,1002.744,3869.244,8001.54,1799.82,3912.264,3478.284,14.81,16.66
+06/06/2020,0.2,0,-51.05,-100.39,-101.84,-102.26,-104.33,-98.67,-96.5,-97.99,-90.33,1827.936,3905.64,2196.216,3871.764,7169.832,2197.188,3917.772,3477.492,16.86,19.37
+07/06/2020,0,0,-51.55,-100.39,-101.39,-102.29,-104.33,-98.185,-96.6,-97.28,-90.42,1813.572,3913.092,2508.948,3896.208,7257.348,2476.296,3922.164,3202.092,17.25,19.03
+08/06/2020,0.6,0.4,-59.5,-112.5,-101.27,,-104.29,-98.27,-96.39,-97.26,-90.34,1798.74,3914.244,2442.06,3897.036,7250.328,2423.196,3919.716,3202.488,16.87,18.9
+09/06/2020,0,0,-52.04,-112.5,-101.14,,-104.32,-98.22,-96.51,-97.26,-90.42,1784.268,3914.244,2220.372,3896.676,7299,2331.612,3919.284,3310.632,15.62,17.69
+10/06/2020,9.2,28.6,-52.04,-112.5,-101.15,,-104.28,-98.22,-96.25,-97.3,-90.42,1724.436,3919.788,1208.952,3900.06,7463.556,2339.316,3926.412,3495.996,14.45,15.67
+11/06/2020,25.8,33.6,-52.04,-112.5,-101.15,,-104.28,-98.22,-96.25,-97.3,-90.42,,,,,,,,,12.69,14.04
+12/06/2020,0.2,0.2,-48.37,-100.25,-100.59,,-103.975,-97.57,-96.29,-97.61,-90.17,896.616,2125.512,1686.528,2123.028,4373.352,1630.44,2150.676,1898.856,15.75,17.43
+13/06/2020,2.8,2.6,-46.79,-100.3,-100.89,-101.43,-104.12,-97.79,-96.43,-97.7,-90.32,1026.828,2323.368,2720.412,3566.268,8039.016,3003.228,3959.892,3495.564,17.2,18.98
+14/06/2020,0.2,0,-48.31,-100.28,-100.8,-101.43,-104.21,-97.36,-96.44,-97.7,-90.32,1653.3,3941.748,1750.788,3899.268,7571.088,1802.448,3961.728,3493.188,16.22,18.35
+15/06/2020,0,0,-48.86,-100.3,-100.845,-101.48,-104.245,-97.83,-96.21,-97.72,-90.37,1618.596,3920.616,2219.868,3900.168,7106.184,2271.456,3953.268,3490.02,16.91,19.31
+16/06/2020,0.2,0,-48.86,-100.3,-101,-101.43,-104.19,-97.86,-96.19,-97.67,-90.67,1612.476,3943.044,2450.52,3917.556,6870.42,2472.192,3974.112,3211.92,17.32,20.08
+17/06/2020,0,0,-49.36,-100.35,-101.11,-101.5,-104.27,-97.89,-96.41,-97.74,-90.78,1578.528,3904.344,2362.968,3871.152,7048.944,2376.72,3922.992,3461.328,17.02,19.03
+18/06/2020,0.2,0,-49.36,-100.35,-101.15,-101.5,-104.31,-97.87,-96.2,-97.74,-90.78,1564.776,3900.78,2021.976,3871.44,7624.656,2043.612,3931.488,3461.652,16.6,18.88
+19/06/2020,0,0,-49.81,-100.35,-101.16,-101.49,-104.3,-97.92,-96.06,-97.74,-90.22,1553.616,3892.14,2292.552,3586.104,7458.408,2336.868,3928.392,3205.404,16.56,18.75
+20/06/2020,0,0,-49.82,-100.35,-100.955,-101.49,-104.33,-97.91,-96.26,-97.74,-90.22,1544.796,3891.42,2657.88,3870.756,7604.964,2700.432,3924.756,3458.808,18.33,21.6
+21/06/2020,3,0.8,-49.82,-100.35,-101.09,-101.49,-104.3,-97.85,-96.09,-97.74,-90.22,1539.468,3889.296,2669.328,3871.152,7605.576,2678.4,3928.104,3456.612,18.13,20.43
+22/06/2020,0,0,-49.82,-100.35,-100.89,-101.49,-104.3,-97.9,-96.25,-97.74,-91.01,1535.904,3881.916,2547.864,3871.908,7448.256,2652.264,3929.076,3162.888,20.1,22.37
+23/06/2020,0,0,-49.82,-100.35,-100.97,-101.49,-104.3,-98.39,-96.29,-97.74,-90.59,1532.988,3887.892,2544.912,3874.392,7551.036,2634.228,3930.984,3129.84,22.45,25.37
+24/06/2020,0,0,-49.82,-100.35,-100.78,-101.49,-104.3,-98.28,-96.2,-97.74,-90.44,1525.284,3890.196,2503.224,3877.416,7961.58,2573.784,3935.988,3030.336,21.27,23.66
+25/06/2020,0,0,-50.12,-100.35,-100.92,-101.41,-104.31,-98.28,-96.57,-97.74,-90.62,1520.172,3887.64,2611.656,3872.988,7647.3,2765.844,3932.424,3237.264,21.22,23.35
+26/06/2020,0,0,-50.32,-100.35,-100.88,-101.49,-104.31,-97.94,-96.59,-97.74,-90.62,1516.104,3883.932,2526.516,3867.876,7949.304,2684.412,3911.832,3450.132,21.05,23.39
+27/06/2020,0,0,-50.32,-100.56,-100.84,-101.59,-104.3,-97.96,-96.44,-97.78,-90.54,1491.408,3884.724,2871.864,3867.3,7590.564,2681.28,3899.772,3449.088,22.18,24.44
+28/06/2020,0,0,-50.32,-100.56,-100.92,-101.59,-104.3,-98.46,-96.44,-97.78,-90.54,1485.756,3885.228,2858.4,3869.352,7944.66,2962.98,3901.032,3449.808,23.06,25.43
+29/06/2020,0,0,-50.32,-100.56,-101.19,-101.59,-104.3,-98.46,-96.1,-97.78,-90.83,1479.636,3888.684,2499.444,3873.096,7947.684,2653.884,3904.776,3129.336,22.03,24.22
+30/06/2020,0,0,-50.78,-100.56,-101.235,-101.59,-104.3,-98.47,-96.1,-97.78,-90.83,1470.096,3875.328,2812.356,3870.864,7941.996,2964.168,3901.932,3448.44,21.9,23.97
diff --git a/Ricardo/Time-Series/Data/Aquifer_Luco.csv b/Ricardo/Time-Series/Data/Aquifer_Luco.csv
new file mode 100644
index 0000000000..eb2a9cd07a
--- /dev/null
+++ b/Ricardo/Time-Series/Data/Aquifer_Luco.csv
@@ -0,0 +1,7488 @@
+Date,Rainfall_Simignano,Rainfall_Siena_Poggio_al_Vento,Rainfall_Mensano,Rainfall_Montalcinello,Rainfall_Monticiano_la_Pineta,Rainfall_Sovicille,Rainfall_Ponte_Orgia,Rainfall_Scorgiano,Rainfall_Pentolina,Rainfall_Monteroni_Arbia_Biena,Depth_to_Groundwater_Podere_Casetta,Depth_to_Groundwater_Pozzo_1,Depth_to_Groundwater_Pozzo_3,Depth_to_Groundwater_Pozzo_4,Temperature_Siena_Poggio_al_Vento,Temperature_Mensano,Temperature_Pentolina,Temperature_Monteroni_Arbia_Biena,Volume_Pozzo_1,Volume_Pozzo_3,Volume_Pozzo_4
+01/01/2000,,,,,,,,,,,,,,,0,0,5.5,0.8,,,
+02/01/2000,,,,,,,,,,,,,,,0,0,6.2,3.25,,,
+03/01/2000,,,,,,,,,,,,,,,0,0,7.25,0.95,,,
+04/01/2000,,,,,,,,,,,,,,,0,0,7,4.2,,,
+05/01/2000,,,,,,,,,,,,,,,0,0,7.9,6.55,,,
+06/01/2000,,,,,,,,,,,,,,,0,0,6.5,3.95,,,
+07/01/2000,,,,,,,,,,,,,,,0,0,7.45,6.45,,,
+08/01/2000,,,,,,,,,,,,,,,0,0,5.6,5.3,,,
+09/01/2000,,,,,,,,,,,,,,,0,0,6.1,6.45,,,
+10/01/2000,,,,,,,,,,,,,,,0,0,6.7,5.45,,,
+11/01/2000,,,,,,,,,,,,,,,0,0,3.75,3.4,,,
+12/01/2000,,,,,,,,,,,,,,,0,0,4.3,3.85,,,
+13/01/2000,,,,,,,,,,,,,,,0,0,2.1,2.2,,,
+14/01/2000,,,,,,,,,,,,,,,0,0,3.95,5.8,,,
+15/01/2000,,,,,,,,,,,,,,,0,0,7.75,5.2,,,
+16/01/2000,,,,,,,,,,,,,,,0,0,3.9,3.1,,,
+17/01/2000,,,,,,,,,,,,,,,0,0,3.9,3.35,,,
+18/01/2000,,,,,,,,,,,,,,,0,0,10.05,9.05,,,
+19/01/2000,,,,,,,,,,,,,,,0,0,6.45,4.95,,,
+20/01/2000,,,,,,,,,,,,,,,0,0,5.85,3.1,,,
+21/01/2000,,,,,,,,,,,,,,,0,0,7.75,7.55,,,
+22/01/2000,,,,,,,,,,,,,,,0,0,6.5,6.9,,,
+23/01/2000,,,,,,,,,,,,,,,0,0,2.55,3.25,,,
+24/01/2000,,,,,,,,,,,,,,,0,0,2.4,1.35,,,
+25/01/2000,,,,,,,,,,,,,,,0,0,-0.05,-0.35,,,
+26/01/2000,,,,,,,,,,,,,,,0,0,1.05,0.2,,,
+27/01/2000,,,,,,,,,,,,,,,0,0,3,-1.4,,,
+28/01/2000,,,,,,,,,,,,,,,0,0,6,3.45,,,
+29/01/2000,,,,,,,,,,,,,,,0,0,8.5,7.75,,,
+30/01/2000,,,,,,,,,,,,,,,0,0,9.3,7.3,,,
+31/01/2000,,,,,,,,,,,,,,,0,0,8.3,5.2,,,
+01/02/2000,,,,,,,,,,,,,,,0,0,10.3,8.85,,,
+02/02/2000,,,,,,,,,,,,,,,0,0,8.75,7.25,,,
+03/02/2000,,,,,,,,,,,,,,,0,0,12.35,9.8,,,
+04/02/2000,,,,,,,,,,,,,,,0,0,11.35,7.05,,,
+05/02/2000,,,,,,,,,,,,,,,0,0,8.45,6.45,,,
+06/02/2000,,,,,,,,,,,,,,,0,0,9.35,7.8,,,
+07/02/2000,,,,,,,,,,,,,,,0,0,8.9,8.25,,,
+08/02/2000,,,,,,,,,,,,,,,0,0,10.15,10.1,,,
+09/02/2000,,,,,,,,,,,,,,,0,0,9.35,10.7,,,
+10/02/2000,,,,,,,,,,,,,,,0,0,7.7,6.9,,,
+11/02/2000,,,,,,,,,,,,,,,0,0,7.1,5.9,,,
+12/02/2000,,,,,,,,,,,,,,,0,0,8.55,6.75,,,
+13/02/2000,,,,,,,,,,,,,,,0,0,8.75,6.15,,,
+14/02/2000,,,,,,,,,,,,,,,0,0,9.6,7.65,,,
+15/02/2000,,,,,,,,,,,,,,,0,0,8.8,8.4,,,
+16/02/2000,,,,,,,,,,,,,,,0,0,8.55,8.15,,,
+17/02/2000,,,,,,,,,,,,,,,0,0,6.1,5.55,,,
+18/02/2000,,,,,,,,,,,,,,,0,0,6.45,4.6,,,
+19/02/2000,,,,,,,,,,,,,,,0,0,10.25,9.05,,,
+20/02/2000,,,,,,,,,,,,,,,0,0,8.1,7.35,,,
+21/02/2000,,,,,,,,,,,,,,,0,0,6.8,5.1,,,
+22/02/2000,,,,,,,,,,,,,,,0,0,5.7,4.8,,,
+23/02/2000,,,,,,,,,,,,,,,0,0,5.75,4.3,,,
+24/02/2000,0,,,,,,,,,,,,,,0,0,6.05,3.3,,,
+25/02/2000,0,,,,,,,,,,,,,,0,0,7.15,5.3,,,
+26/02/2000,0,,,,,,,,,,,,,,0,0,9,10.65,,,
+27/02/2000,0,,,,,,,,,,,,,,0,0,11.05,9.4,,,
+28/02/2000,0,,,,,,,,,,,,,,0,0,10.25,7.3,,,
+29/02/2000,0,,,,,,,,,,,,,,0,0,7.05,6.65,,,
+01/03/2000,0,,,,,,,,,,,,,,0,0,9.25,11,,,
+02/03/2000,19.4,,,,,,,,,,,,,,0,0,9.15,8.2,,,
+03/03/2000,0,,,,,,,,,,,,,,0,0,7.65,6.8,,,
+04/03/2000,0,,,,,,,,,,,,,,0,0,8.4,7.35,,,
+05/03/2000,0,,,,,,,,,,,,,,0,0,8.95,7.55,,,
+06/03/2000,0,,,,,,,,,,,,,,0,0,6.25,6.3,,,
+07/03/2000,0,,,,,,,,,,,,,,0,0,8.8,7.6,,,
+08/03/2000,1,,,,,,,,,,,,,,0,0,9,10.9,,,
+09/03/2000,0,,,,,,,,,,,,,,0,0,9.15,9.2,,,
+10/03/2000,0.2,,,,,,,,,,,,,,0,0,9.4,9.35,,,
+11/03/2000,0,,,,,,,,,,,,,,0,0,10,11.8,,,
+12/03/2000,0,,,,,,,,,,,,,,0,0,12.65,12.6,,,
+13/03/2000,0,,,,,,,,,,,,,,0,0,12.25,10.95,,,
+14/03/2000,0,,,,,,,,,,,,,,0,0,11.7,12.3,,,
+15/03/2000,8,,,,,,,,,,,,,,0,0,10.9,10.7,,,
+16/03/2000,0,,,,,,,,,,,,,,0,0,9.55,9,,,
+17/03/2000,0.2,,,,,,,,,,,,,,0,0,9.9,8.8,,,
+18/03/2000,0,,,,,,,,,,,,,,0,0,12.2,11.85,,,
+19/03/2000,0,,,,,,,,,,,,,,0,0,8.55,9,,,
+20/03/2000,3.2,,,,,,,,,,,,,,0,0,6.55,6.45,,,
+21/03/2000,0,,,,,,,,,,,,,,0,0,6.95,6.85,,,
+22/03/2000,0,,,,,,,,,,,,,,0,0,10.3,8.85,,,
+23/03/2000,0,,,,,,,,,,,,,,0,0,10.15,8.05,,,
+24/03/2000,0,,,,,,,,,,,,,,0,0,9.8,10.05,,,
+25/03/2000,0.4,,,,,,,,,,,,,,0,0,11.1,12.55,,,
+26/03/2000,1.8,,,,,,,,,,,,,,0,0,11.1,13.05,,,
+27/03/2000,3,,,,,,,,,,,,,,0,0,9.2,10.05,,,
+28/03/2000,6.8,,,,,,,,,,,,,,0,0,9,11.05,,,
+29/03/2000,9.6,,,,,,,,,,,,,,0,0,9.55,8.75,,,
+30/03/2000,5.6,,,,,,,,,,,,,,0,0,11,8.4,,,
+31/03/2000,0.2,,,,,,,,,,,,,,0,0,12.65,8.75,,,
+01/04/2000,21.4,,,,,,,,,,,,,,0,0,10.15,8,,,
+02/04/2000,0.2,,,,,,,,,,,,,,0,0,14.2,9.3,,,
+03/04/2000,3,,,,,,,,,,,,,,0,0,16.5,13.5,,,
+04/04/2000,9.4,,,,,,,,,,,,,,0,0,14.7,10.2,,,
+05/04/2000,12,,,,,,,,,,,,,,0,0,16.45,11.5,,,
+06/04/2000,0,,,,,,,,,,,,,,0,0,15.65,10.9,,,
+07/04/2000,0,,,,,,,,,,,,,,0,0,13.3,9.35,,,
+08/04/2000,0,,,,,,,,,,,,,,0,0,13.05,9.8,,,
+09/04/2000,0,,,,,,,,,,,,,,0,0,10.15,9.95,,,
+10/04/2000,11.2,,,,,,,,,,,,,,0,0,11.65,12.5,,,
+11/04/2000,1.6,,,,,,,,,,,,,,0,0,16,12.4,,,
+12/04/2000,19.4,,,,,,,,,,,,,,0,0,18.1,12.9,,,
+13/04/2000,0.4,,,,,,,,,,,,,,0,0,19.35,13.95,,,
+14/04/2000,0,,,,,,,,,,,,,,0,0,21.95,16.05,,,
+15/04/2000,0,,,,,,,,,,,,,,0,0,19,14.65,,,
+16/04/2000,0,,,,,,,,,,,,,,0,0,14,11.2,,,
+17/04/2000,0.4,,,,,,,,,,,,,,0,0,15.35,16.45,,,
+18/04/2000,3,,,,,,,,,,,,,,0,0,11.9,12.2,,,
+19/04/2000,0,,,,,,,,,,,,,,0,0,12.3,12.95,,,
+20/04/2000,0.2,,,,,,,,,,,,,,0,0,16.05,16.35,,,
+21/04/2000,0.2,,,,,,,,,,,,,,0,0,19.35,16.55,,,
+22/04/2000,0,,,,,,,,,,,,,,0,0,19.4,17.5,,,
+23/04/2000,0,,,,,,,,,,,,,,0,0,17.25,15.5,,,
+24/04/2000,12.2,,,,,,,,,,,,,,0,0,10.3,13.1,,,
+25/04/2000,10,,,,,,,,,,,,,,0,0,15.65,14.9,,,
+26/04/2000,0,,,,,,,,,,,,,,0,0,15.6,15.15,,,
+27/04/2000,0,,,,,,,,,,,,,,0,0,15.2,14.75,,,
+28/04/2000,0,,,,,,,,,,,,,,0,0,17.6,16.15,,,
+29/04/2000,0.2,,,,,,,,,,,,,,0,0,13.5,16.55,,,
+30/04/2000,2.6,,,,,,,,,,,,,,0,0,16,18.25,,,
+01/05/2000,0,,,,,,,,,,,,,,0,0,17.95,15.9,,,
+02/05/2000,8.4,,,,,,,,,,,,,,0,0,16.65,16.8,,,
+03/05/2000,2,,,,,,,,,,,,,,0,0,18.15,17.3,,,
+04/05/2000,0.2,,,,,,,,,,,,,,0,0,18.3,16.85,,,
+05/05/2000,0,,,,,,,,,,,,,,0,0,15.95,16.15,,,
+06/05/2000,0,,,,,,,,,,,,,,0,0,17.2,17.7,,,
+07/05/2000,1.2,,,,,,,,,,,,,,0,0,14.45,15.1,,,
+08/05/2000,2.2,,,,,,,,,,,,,,0,0,17.75,19.45,,,
+09/05/2000,1,,,,,,,,,,,,,,0,0,18.3,18.05,,,
+10/05/2000,0,,,,,,,,,,,,,,0,0,19.9,20.25,,,
+11/05/2000,10.6,,,,,,,,,,,,,,0,0,19.2,21.45,,,
+12/05/2000,3,,,,,,,,,,,,,,0,0,18.8,19.8,,,
+13/05/2000,0,,,,,,,,,,,,,,0,0,17.55,18.1,,,
+14/05/2000,0.2,,,,,,,,,,,,,,0,0,17.9,17.6,,,
+15/05/2000,0.4,,,,,,,,,,,,,,0,0,19.35,19.7,,,
+16/05/2000,0,,,,,,,,,,,,,,0,0,20.3,18.5,,,
+17/05/2000,0,,,,,,,,,,,,,,0,0,19.45,19.45,,,
+18/05/2000,0,,,,,,,,,,,,,,0,0,17.85,16.65,,,
+19/05/2000,1.6,,,,,,,,,,,,,,0,0,16.45,17.1,,,
+20/05/2000,0,,,,,,,,,,,,,,0,0,15.8,15.85,,,
+21/05/2000,0,,,,,,,,,,,,,,0,0,16.1,17.5,,,
+22/05/2000,0.2,,,,,,,,,,,,,,0,0,16.95,17.55,,,
+23/05/2000,0,,,,,,,,,,,,,,0,0,17.6,19.2,,,
+24/05/2000,0,,,,,,,,,,,,,,0,0,18.8,20.5,,,
+25/05/2000,0,,,,,,,,,,,,,,0,0,19.25,14.55,,,
+26/05/2000,0,,,,,,,,,,,,,,0,0,19.5,20.15,,,
+27/05/2000,0,,,,,,,,,,,,,,0,0,20.25,21.15,,,
+28/05/2000,0,,,,,,,,,,,,,,0,0,16.95,19.3,,,
+29/05/2000,0,,,,,,,,,,,,,,0,0,16.8,17.4,,,
+30/05/2000,0,,,,,,,,,,,,,,0,0,17.4,17.55,,,
+31/05/2000,0,,,,,,,,,,,,,,0,0,18.4,19,,,
+01/06/2000,0,,,,,,,,,,,,,,0,0,19.75,21.9,,,
+02/06/2000,0,,,,,,,,,,,,,,0,0,20.6,23.45,,,
+03/06/2000,0,,,,,,,,,,,,,,0,0,22.1,22.75,,,
+04/06/2000,0,,,,,,,,,,,,,,0,0,21.95,22.7,,,
+05/06/2000,0,,,,,,,,,,,,,,0,0,20.15,21.2,,,
+06/06/2000,0,,,,,,,,,,,,,,0,0,19.85,20.45,,,
+07/06/2000,11.4,,,,,,,,,,,,,,0,0,19.15,22.7,,,
+08/06/2000,36,,,,,,,,,,,,,,0,0,20.35,23.4,,,
+09/06/2000,0,,,,,,,,,,,,,,0,0,21.95,23.7,,,
+10/06/2000,0,,,,,,,,,,,,,,0,0,21.55,23.15,,,
+11/06/2000,21.2,,,,,,,,,,,,,,0,0,18.45,20.75,,,
+12/06/2000,10,,,,,,,,,,,,,,0,0,19.25,21.25,,,
+13/06/2000,1,,,,,,,,,,,,,,0,0,19.8,21.8,,,
+14/06/2000,0,,,,,,,,,,,,,,0,0,20.6,22.5,,,
+15/06/2000,0,,,,,,,,,,,,,,0,0,20.3,21.8,,,
+16/06/2000,0,,,,,,,,,,,,,,0,0,21.45,23.4,,,
+17/06/2000,0.2,,,,,,,,,,,,,,0,0,20.95,20.95,,,
+18/06/2000,0,,,,,,,,,,,,,,0,0,19.05,19.45,,,
+19/06/2000,0,,,,,,,,,,,,,,0,0,20.4,20.9,,,
+20/06/2000,0,,,,,,,,,,,,,,0,0,21.4,22,,,
+21/06/2000,0,,,,,,,,,,,,,,0,0,21.3,21.65,,,
+22/06/2000,0,,,,,,,,,,,,,,0,0,20.4,20.6,,,
+23/06/2000,0,,,,,,,,,,,,,,0,0,21.1,22.25,,,
+24/06/2000,0,,,,,,,,,,,,,,0,0,20.9,24.35,,,
+25/06/2000,0.4,,,,,,,,,,,,,,0,0,18.5,20.6,,,
+26/06/2000,0,,,,,,,,,,,,,,0,0,20.1,21.85,,,
+27/06/2000,0,,,,,,,,,,,,,,0,0,19.95,21.05,,,
+28/06/2000,0,,,,,,,,,,,,,,0,0,19.4,20.4,,,
+29/06/2000,0,,,,,,,,,,,,,,0,0,21.55,22.35,,,
+30/06/2000,0,,,,,,,,,,,,,,0,0,21.2,21.95,,,
+01/07/2000,0,,,,,,,,,,,,,,0,0,20.3,22.25,,,
+02/07/2000,0,,,,,,,,,,,,,,0,0,22.6,24.35,,,
+03/07/2000,0,,,,,,,,,,,,,,0,0,24.85,25.3,,,
+04/07/2000,0,,,,,,,,,,,,,,0,0,22.3,25.65,,,
+05/07/2000,0,,,,,,,,,,,,,,0,0,22.05,23.15,,,
+06/07/2000,0,,,,,,,,,,,,,,0,0,22.1,22.2,,,
+07/07/2000,0,,,,,,,,,,,,,,0,0,24.05,23.75,,,
+08/07/2000,0,,,,,,,,,,,,,,0,0,21.5,22.7,,,
+09/07/2000,0,,,,,,,,,,,,,,0,0,20,21.25,,,
+10/07/2000,0,,,,,,,,,,,,,,0,0,20,20.45,,,
+11/07/2000,5.8,,,,,,,,,,,,,,0,0,17.85,19.55,,,
+12/07/2000,0.4,,,,,,,,,,,,,,0,0,14.2,15.2,,,
+13/07/2000,4.8,,,,,,,,,,,,,,0,0,15.85,17.15,,,
+14/07/2000,0,,,,,,,,,,,,,,0,0,17,18.5,,,
+15/07/2000,5.4,,,,,,,,,,,,,,0,0,16.6,19.25,,,
+16/07/2000,5,,,,,,,,,,,,,,0,0,15.25,18.2,,,
+17/07/2000,0,,,,,,,,,,,,,,0,0,17.05,18.15,,,
+18/07/2000,0,,,,,,,,,,,,,,0,0,18.2,19.7,,,
+19/07/2000,0,,,,,,,,,,,,,,0,0,20.1,20.6,,,
+20/07/2000,0,,,,,,,,,,,,,,0,0,20.1,20.95,,,
+21/07/2000,13.2,,,,,,,,,,,,,,0,0,20.95,20.25,,,
+22/07/2000,0,,,,,,,,,,,,,,0,0,21.2,21.4,,,
+23/07/2000,0,,,,,,,,,,,,,,0,0,20.8,21.4,,,
+24/07/2000,0,,,,,,,,,,,,,,0,0,19.8,21.35,,,
+25/07/2000,0,,,,,,,,,,,,,,0,0,21.95,23.25,,,
+26/07/2000,0,,,,,,,,,,,,,,0,0,21.95,23.1,,,
+27/07/2000,,,,,,,,,,,,,,,0,0,22.55,24,,,
+28/07/2000,,,,,,,,,,,,,,,0,0,22.4,21.9,,,
+29/07/2000,,,,,,,,,,,,,,,0,0,22.4,22.85,,,
+30/07/2000,,,,,,,,,,,,,,,0,0,22.7,21.9,,,
+31/07/2000,0,,,,,,,,,,,,,,0,0,22.5,22.65,,,
+01/08/2000,0,,,,,,,,,,,,,,0,0,23,23.05,,,
+02/08/2000,0,,,,,,,,,,,,,,0,0,23,22.55,,,
+03/08/2000,0,,,,,,,,,,,,,,0,0,22.5,23.15,,,
+04/08/2000,0,,,,,,,,,,,,,,0,0,20,20.25,,,
+05/08/2000,3,,,,,,,,,,,,,,0,0,19,20.65,,,
+06/08/2000,4,,,,,,,,,,,,,,0,0,18.5,20,,,
+07/08/2000,2,,,,,,,,,,,,,,0,0,20,20.75,,,
+08/08/2000,5.2,,,,,,,,,,,,,,0,0,21,21.95,,,
+09/08/2000,0,,,,,,,,,,,,,,0,0,22.3,22.4,,,
+10/08/2000,0,,,,,,,,,,,,,,0,0,23.6,23.2,,,
+11/08/2000,0,,,,,,,,,,,,,,0,0,24.35,23.85,,,
+12/08/2000,0,,,,,,,,,,,,,,0,0,23.7,24.2,,,
+13/08/2000,,,,,,,,,,,,,,,0,0,24.45,24.65,,,
+14/08/2000,,,,,,,,,,,,,,,0,0,25.3,25.9,,,
+15/08/2000,,,,,,,,,,,,,,,0,0,26.35,25.8,,,
+16/08/2000,,,,,,,,,,,,,,,0,0,26.25,26.3,,,
+17/08/2000,,,,,,,,,,,,,,,0,0,26.6,24.2,,,
+18/08/2000,,,,,,,,,,,,,,,0,0,26.3,25.85,,,
+19/08/2000,,,,,,,,,,,,,,,0,0,27.3,25.9,,,
+20/08/2000,,,,,,,,,,,,,,,0,0,25.65,23.9,,,
+21/08/2000,,,,,,,,,,,,,,,0,0,27.3,24.9,,,
+22/08/2000,,,,,,,,,,,,,,,0,0,27.5,26.8,,,
+23/08/2000,,,,,,,,,,,,,,,0,0,27.15,26.55,,,
+24/08/2000,,,,,,,,,,,,,,,0,0,27.05,26.85,,,
+25/08/2000,,,,,,,,,,,,,,,0,0,26.45,26.25,,,
+26/08/2000,,,,,,,,,,,,,,,0,0,27.85,26.7,,,
+27/08/2000,,,,,,,,,,,,,,,0,0,25.35,23.9,,,
+28/08/2000,,,,,,,,,,,,,,,0,0,22.8,23.15,,,
+29/08/2000,,,,,,,,,,,,,,,0,0,23.2,23.4,,,
+30/08/2000,,,,,,,,,,,,,,,0,0,22.45,22.45,,,
+31/08/2000,0,,,,,,,,,,,,,,0,0,20.45,20.65,,,
+01/09/2000,0.2,,,,,,,,,,,,,,0,0,20.5,21.35,,,
+02/09/2000,0,,,,,,,,,,,,,,0,0,19.95,20.6,,,
+03/09/2000,0.2,,,,,,,,,,,,,,0,0,19.15,19.1,,,
+04/09/2000,0,,,,,,,,,,,,,,0,0,18.25,19.25,,,
+05/09/2000,1.2,,,,,,,,,,,,,,0,0,17.45,17.8,,,
+06/09/2000,0,,,,,,,,,,,,,,0,0,18,17.05,,,
+07/09/2000,0,,,,,,,,,,,,,,0,0,16.9,19.95,,,
+08/09/2000,3.8,,,,,,,,,,,,,,0,0,16.85,17.95,,,
+09/09/2000,0,,,,,,,,,,,,,,0,0,19.3,19,,,
+10/09/2000,0,,,,,,,,,,,,,,0,0,20.8,19.85,,,
+11/09/2000,0,,,,,,,,,,,,,,0,0,20.6,19.45,,,
+12/09/2000,0,,,,,,,,,,,,,,0,0,21.05,19.65,,,
+13/09/2000,0,,,,,,,,,,,,,,0,0,19.95,19.75,,,
+14/09/2000,0,,,,,,,,,,,,,,0,0,19.6,20.05,,,
+15/09/2000,0,,,,,,,,,,,,,,0,0,19.3,21.7,,,
+16/09/2000,0.2,,,,,,,,,,,,,,0,0,18.85,20.25,,,
+17/09/2000,0,,,,,,,,,,,,,,0,0,21.1,22.25,,,
+18/09/2000,0,,,,,,,,,,,,,,0,0,20.9,20.8,,,
+19/09/2000,0,,,,,,,,,,,,,,0,0,20.25,22,,,
+20/09/2000,0,,,,,,,,,,,,,,0,0,20.8,24,,,
+21/09/2000,2.2,,,,,,,,,,,,,,0,0,17.2,17.05,,,
+22/09/2000,0.2,,,,,,,,,,,,,,0,0,17.8,18.55,,,
+23/09/2000,0,,,,,,,,,,,,,,0,0,19.05,17.85,,,
+24/09/2000,0,,,,,,,,,,,,,,0,0,18.55,18.1,,,
+25/09/2000,0,,,,,,,,,,,,,,0,0,19.15,19.05,,,
+26/09/2000,0,,,,,,,,,,,,,,0,0,19.35,18.9,,,
+27/09/2000,0,,,,,,,,,,,,,,0,0,19.95,19.15,,,
+28/09/2000,0,,,,,,,,,,,,,,0,0,19.1,18.5,,,
+29/09/2000,0,,,,,,,,,,,,,,0,0,17.95,17.8,,,
+30/09/2000,11,,,,,,,,,,,,,,0,0,15.45,17,,,
+01/10/2000,29.2,,,,,,,,,,,,,,0,0,13.5,16.65,,,
+02/10/2000,9.8,,,,,,,,,,,,,,0,0,13,15.7,,,
+03/10/2000,0.8,,,,,,,,,,,,,,0,0,15.3,16.15,,,
+04/10/2000,0,,,,,,,,,,,,,,0,0,15.9,17.35,,,
+05/10/2000,0,,,,,,,,,,,,,,0,0,18.05,19.1,,,
+06/10/2000,0,,,,,,,,,,,,,,0,0,16.55,18.05,,,
+07/10/2000,5.2,,,,,,,,,,,,,,0,0,11.35,14.65,,,
+08/10/2000,2,,,,,,,,,,,,,,0,0,11.4,13.3,,,
+09/10/2000,0,,,,,,,,,,,,,,0,0,13.5,15.55,,,
+10/10/2000,0,,,,,,,,,,,,,,0,0,12.75,14.65,,,
+11/10/2000,7.4,,,,,,,,,,,,,,0,0,12.15,19.1,,,
+12/10/2000,1.2,,,,,,,,,,,,,,0,0,17.05,20.8,,,
+13/10/2000,0,,,,,,,,,,,,,,0,0,19.55,22.05,,,
+14/10/2000,1.6,,,,,,,,,,,,,,0,0,18.55,21.15,,,
+15/10/2000,9,,,,,,,,,,,,,,0,0,13.8,17.5,,,
+16/10/2000,17.4,,,,,,,,,,,,,,0,0,13,19.15,,,
+17/10/2000,7.8,,,,,,,,,,,,,,0,0,13,19.7,,,
+18/10/2000,0.8,,,,,,,,,,,,,,0,0,13,17.65,,,
+19/10/2000,0.2,,,,,,,,,,,,,,0,0,13.5,17.25,,,
+20/10/2000,0,,,,,,,,,,,,,,0,0,13.9,15.95,,,
+21/10/2000,0,,,,,,,,,,,,,,0,0,15.75,15.75,,,
+22/10/2000,0,,,,,,,,,,,,,,0,0,15.35,15.15,,,
+23/10/2000,0.2,,,,,,,,,,,,,,0,0,14.7,14.25,,,
+24/10/2000,0.2,,,,,,,,,,,,,,0,0,13.95,14.15,,,
+25/10/2000,0.2,,,,,,,,,,,,,,0,0,13.1,13.75,,,
+26/10/2000,0,,,,,,,,,,,,,,0,0,12.85,14.2,,,
+27/10/2000,6.6,,,,,,,,,,,,,,0,0,14.8,18.15,,,
+28/10/2000,0.2,,,,,,,,,,,,,,0,0,14.8,16.7,,,
+29/10/2000,0.2,,,,,,,,,,,,,,0,0,14.45,14.2,,,
+30/10/2000,0.4,,,,,,,,,,,,,,0,0,12.95,15.5,,,
+31/10/2000,0.2,,,,,,,,,,,,,,0,0,14.6,18.15,,,
+01/11/2000,17.6,,,,,,,,,,,,,,0,0,13,14.1,,,
+02/11/2000,0.2,,,,,,,,,,,,,,0,0,10.75,11.75,,,
+03/11/2000,3.8,,,,,,,,,,,,,,0,0,15,17.75,,,
+04/11/2000,24.6,,,,,,,,,,,,,,0,0,15.9,13.6,,,
+05/11/2000,2.2,,,,,,,,,,,,,,0,0,12.6,11.05,,,
+06/11/2000,9.4,,,,,,,,,,,,,,0,0,13.05,12.8,,,
+07/11/2000,46,,,,,,,,,,,,,,0,0,16,14.1,,,
+08/11/2000,,,,,,,,,,,,,,,0,0,14.15,10.3,,,
+09/11/2000,,,,,,,,,,,,,,,0,0,14.75,10.9,,,
+10/11/2000,,,,,,,,,,,,,,,0,0,17.5,9.5,,,
+11/11/2000,,,,,,,,,,,,,,,0,0,17.1,7.8,,,
+12/11/2000,,,,,,,,,,,,,,,0,0,13.55,6.85,,,
+13/11/2000,,,,,,,,,,,,,,,0,0,13,16.1,,,
+14/11/2000,,,,,,,,,,,,,,,0,0,13.5,17.95,,,
+15/11/2000,,,,,,,,,,,,,,,0,0,12.85,17.05,,,
+16/11/2000,,,,,,,,,,,,,,,0,0,13.35,17.7,,,
+17/11/2000,,,,,,,,,,,,,,,0,0,12.6,14.7,,,
+18/11/2000,,,,,,,,,,,,,,,0,0,9.35,11.35,,,
+19/11/2000,,,,,,,,,,,,,,,0,0,9,9.65,,,
+20/11/2000,,,,,,,,,,,,,,,0,0,9.1,11.9,,,
+21/11/2000,,,,,,,,,,,,,,,0,0,8.5,10.65,,,
+22/11/2000,,,,,,,,,,,,,,,0,0,7.75,8.75,,,
+23/11/2000,,,,,,,,,,,,,,,0,0,8.05,9.25,,,
+24/11/2000,,,,,,,,,,,,,,,0,0,8.65,12.85,,,
+25/11/2000,,,,,,,,,,,,,,,0,0,9.8,10.55,,,
+26/11/2000,,,,,,,,,,,,,,,0,0,10.3,9.4,,,
+27/11/2000,,,,,,,,,,,,,,,0,0,10.25,5.8,,,
+28/11/2000,,,,,,,,,,,,,,,0,0,10.05,5.8,,,
+29/11/2000,,,,,,,,,,,,,,,0,0,10.35,6.05,,,
+30/11/2000,,,,,,,,,,,,,,,0,0,9.45,7.2,,,
+01/12/2000,,,,,,,,,,,,,,,0,0,10.6,7.45,,,
+02/12/2000,,,,,,,,,,,,,,,0,0,8.95,8.35,,,
+03/12/2000,,,,,,,,,,,,,,,0,0,8.55,9.7,,,
+04/12/2000,,,,,,,,,,,,,,,0,0,10.05,9.05,,,
+05/12/2000,,,,,,,,,,,,,,,0,0,9.45,7.3,,,
+06/12/2000,,,,,,,,,,,,,,,0,0,7.85,6.1,,,
+07/12/2000,,,,,,,,,,,,,,,0,0,8.2,8.95,,,
+08/12/2000,,,,,,,,,,,,,,,0,0,8.7,10.9,,,
+09/12/2000,,,,,,,,,,,,,,,0,0,9.55,8.05,,,
+10/12/2000,,,,,,,,,,,,,,,0,0,10,11.75,,,
+11/12/2000,,,,,,,,,,,,,,,0,0,10.25,9.65,,,
+12/12/2000,,,,,,,,,,,,,,,0,0,10.1,5.8,,,
+13/12/2000,,,,,,,,,,,,,,,0,0,8.4,6.4,,,
+14/12/2000,,,,,,,,,,,,,,,0,0,9.3,7.6,,,
+15/12/2000,,,,,,,,,,,,,,,0,0,10.3,11.2,,,
+16/12/2000,,,,,,,,,,,,,,,0,0,7.65,6.35,,,
+17/12/2000,,,,,,,,,,,,,,,0,0,6.35,4.45,,,
+18/12/2000,,,,,,,,,,,,,,,0,0,6.6,6.15,,,
+19/12/2000,,,,,,,,,,,,,,,0,0,4.7,3.3,,,
+20/12/2000,,,,,,,,,,,,,,,0,0,6.1,7.85,,,
+21/12/2000,,,,,,,,,,,,,,,0,0,3.9,4.95,,,
+22/12/2000,,,,,,,,,,,,,,,0,0,2.85,3.85,,,
+23/12/2000,,,,,,,,,,,,,,,0,0,2.25,2.5,,,
+24/12/2000,,,,,,,,,,,,,,,0,0,1.5,0.75,,,
+25/12/2000,,,,,,,,,,,,,,,0,0,7.75,11.8,,,
+26/12/2000,0,,,,,,,,,,,,,,0,0,10.55,10.2,,,
+27/12/2000,7.4,,,,,,,,,,,,,,0,0,10.25,15.95,,,
+28/12/2000,28.4,,,,,,,,,,,,,,0,0,9.2,14.7,,,
+29/12/2000,0.8,,,,,,,,,,,,,,0,0,8.45,9.35,,,
+30/12/2000,6.6,,,,,,,,,,,,,,0,0,7.45,6.2,,,
+31/12/2000,12.4,,,,,,,,,,,,,,0,0,5.65,4,,,
+01/01/2001,0,,,,,,,,,,,,,,0,0,5.15,2.65,,,
+02/01/2001,0,,,,,,,,,,,,,,0,0,8.6,6.9,,,
+03/01/2001,14,,,,,,,,,,,,,,0,0,10.25,9.5,,,
+04/01/2001,4.4,,,,,,,,,,,,,,0,0,7.65,6.1,,,
+05/01/2001,27.2,,,,,,,,,,,,,,0,0,8.25,6.5,,,
+06/01/2001,0,,,,,,,,,,,,,,0,0,13.25,13.5,,,
+07/01/2001,0.2,,,,,,,,,,,,,,0,0,12.6,10.4,,,
+08/01/2001,26.6,,,,,,,,,,,,,,0,0,8.55,9.2,,,
+09/01/2001,5,,,,,,,,,,,,,,0,0,7.75,7.85,,,
+10/01/2001,0,,,,,,,,,,,,,,0,0,8.9,7.45,,,
+11/01/2001,0,,,,,,,,,,,,,,0,0,9.7,8.8,,,
+12/01/2001,1.6,,,,,,,,,,,,,,0,0,9,10.15,,,
+13/01/2001,1.2,,,,,,,,,,,,,,0,0,7.1,7.6,,,
+14/01/2001,0,,,,,,,,,,,,,,0,0,2.9,2.85,,,
+15/01/2001,0,,,,,,,,,,,,,,0,0,2.7,0.85,,,
+16/01/2001,0,,,,,,,,,,,,,,0,0,3.2,3.95,,,
+17/01/2001,0,,,,,,,,,,,,,,0,0,6.95,6.85,,,
+18/01/2001,13.8,,,,,,,,,,,,,,0,0,5,7.15,,,
+19/01/2001,0,,,,,,,,,,,,,,0,0,7.05,7.3,,,
+20/01/2001,0,,,,,,,,,,,,,,0,0,5.2,6.85,,,
+21/01/2001,0,,,,,,,,,,,,,,0,0,6.25,6.5,,,
+22/01/2001,0.4,,,,,,,,,,,,,,0,0,6.1,5.15,,,
+23/01/2001,0,,,,,,,,,,,,,,0,0,5.9,8.5,,,
+24/01/2001,0,,,,,,,,,,,,,,0,0,11.45,10.7,,,
+25/01/2001,1.4,,,,,,,,,,,,,,0,0,12.35,14.6,,,
+26/01/2001,19,,,,,,,,,,,,,,0,0,7.75,8.9,,,
+27/01/2001,6.6,,,,,,,,,,,,,,0,0,5.2,5.35,,,
+28/01/2001,4,,,,,,,,,,,,,,0,0,5.75,8.85,,,
+29/01/2001,0.2,,,,,,,,,,,,,,0,0,5.3,8,,,
+30/01/2001,11.2,,,,,,,,,,,,,,0,0,3.75,6.35,,,
+31/01/2001,5.4,,,,,,,,,,,,,,0,0,4.6,4.9,,,
+01/02/2001,0,,,,,,,,,,,,,,0,0,2.3,2.4,,,
+02/02/2001,0,,,,,,,,,,,,,,0,0,1.9,2.1,,,
+03/02/2001,0,,,,,,,,,,,,,,0,0,1.45,-1.2,,,
+04/02/2001,1.4,,,,,,,,,,,,,,0,0,8.95,8,,,
+05/02/2001,0.2,,,,,,,,,,,,,,0,0,10.95,9.05,,,
+06/02/2001,0.2,,,,,,,,,,,,,,0,0,9.95,7.45,,,
+07/02/2001,0,,,,,,,,,,,,,,0,0,9.95,8.65,,,
+08/02/2001,0,,,,,,,,,,,,,,0,0,9.65,8.25,,,
+09/02/2001,3.4,,,,,,,,,,,,,,0,0,9.5,11,,,
+10/02/2001,21,,,,,,,,,,,,,,0,0,8.8,9.75,,,
+11/02/2001,0.2,,,,,,,,,,,,,,0,0,9.75,8.4,,,
+12/02/2001,0,,,,,,,,,,,,,,0,0,10.15,8.05,,,
+13/02/2001,0,,,,,,,,,,,,,,0,0,8.95,6.9,,,
+14/02/2001,0,,,,,,,,,,,,,,0,0,8.95,8.45,,,
+15/02/2001,0,,,,,,,,,,,,,,0,0,8.4,7.25,,,
+16/02/2001,0,,,,,,,,,,,,,,0,0,8.05,6.45,,,
+17/02/2001,0.2,,,,,,,,,,,,,,0,0,7,6,,,
+18/02/2001,0,,,,,,,,,,,,,,0,0,8.15,7.25,,,
+19/02/2001,0,,,,,,,,,,,,,,0,0,8.1,6.4,,,
+20/02/2001,0,,,,,,,,,,,,,,0,0,8.05,6.5,,,
+21/02/2001,0.2,,,,,,,,,,,,,,0,0,8.05,6.2,,,
+22/02/2001,0,,,,,,,,,,,,,,0,0,9.65,8.45,,,
+23/02/2001,0,,,,,,,,,,,,,,0,0,8.45,9.1,,,
+24/02/2001,0,,,,,,,,,,,,,,0,0,6.75,9,,,
+25/02/2001,0,,,,,,,,,,,,,,0,0,1.8,4,,,
+26/02/2001,0,,,,,,,,,,,,,,0,0,-0.65,2.65,,,
+27/02/2001,12.8,,,,,,,,,,,,,,0,0,0.45,1.6,,,
+28/02/2001,1.6,,,,,,,,,,,,,,0,0,1.95,5.9,,,
+01/03/2001,20.6,,,,,,,,,,,,,,0,0,3.6,4.65,,,
+02/03/2001,13.8,,,,,,,,,,,,,,0,0,7.8,6.7,,,
+03/03/2001,9.2,,,,,,,,,,,,,,0,0,13.2,15.5,,,
+04/03/2001,0,,,,,,,,,,,,,,0,0,12.45,14.5,,,
+05/03/2001,0,,,,,,,,,,,,,,0,0,13.65,12.4,,,
+06/03/2001,0,,,,,,,,,,,,,,0,0,12.4,12.3,,,
+07/03/2001,0.2,,,,,,,,,,,,,,0,0,10.4,10.9,,,
+08/03/2001,0,,,,,,,,,,,,,,0,0,10.1,12.7,,,
+09/03/2001,7,,,,,,,,,,,,,,0,0,11.8,13.15,,,
+10/03/2001,3.4,,,,,,,,,,,,,,0,0,8.6,8.35,,,
+11/03/2001,1.6,,,,,,,,,,,,,,0,0,12.5,14.9,,,
+12/03/2001,0,,,,,,,,,,,,,,0,0,11.6,13.15,,,
+13/03/2001,2,,,,,,,,,,,,,,0,0,10.1,12.9,,,
+14/03/2001,11.8,,,,,,,,,,,,,,0,0,11.05,10.25,,,
+15/03/2001,0.2,,,,,,,,,,,,,,0,0,10.6,10.45,,,
+16/03/2001,0,,,,,,,,,,,,,,0,0,12.3,11,,,
+17/03/2001,0.4,,,,,,,,,,,,,,0,0,10.95,11.85,,,
+18/03/2001,5.8,,,,,,,,,,,,,,0,0,12.2,12.35,,,
+19/03/2001,0,,,,,,,,,,,,,,0,0,11.75,11.1,,,
+20/03/2001,0.2,,,,,,,,,,,,,,0,0,11.65,11.25,,,
+21/03/2001,0,,,,,,,,,,,,,,0,0,12.6,14.35,,,
+22/03/2001,0,,,,,,,,,,,,,,0,0,15.8,15.05,,,
+23/03/2001,0,,,,,,,,,,,,,,0,0,16.2,15.25,,,
+24/03/2001,0,,,,,,,,,,,,,,0,0,15.95,15,,,
+25/03/2001,0,,,,,,,,,,,,,,0,0,16.5,15.7,,,
+26/03/2001,0,,,,,,,,,,,,,,0,0,12.95,13.15,,,
+27/03/2001,0,,,,,,,,,,,,,,0,0,11.3,11.95,,,
+28/03/2001,0,,,,,,,,,,,,,,0,0,11.15,11.4,,,
+29/03/2001,17.8,,,,,,,,,,,,,,0,0,10.6,12.5,,,
+30/03/2001,36.6,,,,,,,,,,,,,,0,0,6.6,10.95,,,
+31/03/2001,8,,,,,,,,,,,,,,0,0,10.4,12.85,,,
+01/04/2001,0,,,,,,,,,,,,,,0,0,11,10.7,,,
+02/04/2001,0,,,,,,,,,,,,,,0,0,11.55,11.35,,,
+03/04/2001,0,,,,,,,,,,,,,,0,0,11.45,10.55,,,
+04/04/2001,0,,,,,,,,,,,,,,0,0,9.6,10.2,,,
+05/04/2001,1,,,,,,,,,,,,,,0,0,9.85,10.65,,,
+06/04/2001,0,,,,,,,,,,,,,,0,0,10.15,10.4,,,
+07/04/2001,0,,,,,,,,,,,,,,0,0,9.25,9.8,,,
+08/04/2001,20,,,,,,,,,,,,,,0,0,9.9,9.65,,,
+09/04/2001,0,,,,,,,,,,,,,,0,0,11.2,10.4,,,
+10/04/2001,0,,,,,,,,,,,,,,0,0,12.35,10.8,,,
+11/04/2001,10,,,,,,,,,,,,,,0,0,7.95,10.5,,,
+12/04/2001,7,,,,,,,,,,,,,,0,0,9.3,11,,,
+13/04/2001,0.2,,,,,,,,,,,,,,0,0,12.4,11.25,,,
+14/04/2001,9,,,,,,,,,,,,,,0,0,4.85,6.6,,,
+15/04/2001,0.2,,,,,,,,,,,,,,0,0,5.7,6.9,,,
+16/04/2001,0,,,,,,,,,,,,,,0,0,9.9,11.5,,,
+17/04/2001,19,,,,,,,,,,,,,,0,0,10.85,10.2,,,
+18/04/2001,0,,,,,,,,,,,,,,0,0,11.65,8.95,,,
+19/04/2001,0.2,,,,,,,,,,,,,,0,0,9.55,11.8,,,
+20/04/2001,0,,,,,,,,,,,,,,0,0,10.4,10.25,,,
+21/04/2001,1.2,,,,,,,,,,,,,,0,0,6.25,8.75,,,
+22/04/2001,0.4,,,,,,,,,,,,,,0,0,6.45,8.6,,,
+23/04/2001,1,,,,,,,,,,,,,,0,0,7.9,7.1,,,
+24/04/2001,6.4,,,,,,,,,,,,,,0,0,11.45,13.95,,,
+25/04/2001,0,,,,,,,,,,,,,,0,0,13.85,14.1,,,
+26/04/2001,0,,,,,,,,,,,,,,0,0,13.4,12.95,,,
+27/04/2001,0,,,,,,,,,,,,,,0,0,13.15,12.65,,,
+28/04/2001,0,,,,,,,,,,,,,,0,0,13.65,14.6,,,
+29/04/2001,0,,,,,,,,,,,,,,0,0,14.85,15.25,,,
+30/04/2001,0,,,,,,,,,,,,,,0,0,16.75,16.7,,,
+01/05/2001,0,,,,,,,,,,,,,,0,0,17.2,16.65,,,
+02/05/2001,0,,,,,,,,,,,,,,0,0,18.8,20.4,,,
+03/05/2001,0,,,,,,,,,,,,,,0,0,18.2,19.55,,,
+04/05/2001,20.2,,,,,,,,,,,,,,0,0,14.15,17.1,,,
+05/05/2001,25.4,,,,,,,,,,,,,,0,0,13.05,14.1,,,
+06/05/2001,8,,,,,,,,,,,,,,0,0,10.75,13.2,,,
+07/05/2001,13.4,,,,,,,,,,,,,,0,0,11.45,12.75,,,
+08/05/2001,4,,,,,,,,,,,,,,0,0,15.75,16.7,,,
+09/05/2001,1.6,,,,,,,,,,,,,,0,0,15.85,17.9,,,
+10/05/2001,0,,,,,,,,,,,,,,0,0,17.25,17.05,,,
+11/05/2001,0.2,,,,,,,,,,,,,,0,0,16.75,16.8,,,
+12/05/2001,0,,,,,,,,,,,,,,0,0,17.45,16.25,,,
+13/05/2001,0.4,,,,,,,,,,,,,,0,0,16.05,16.95,,,
+14/05/2001,0,,,,,,,,,,,,,,0,0,16.45,17.1,,,
+15/05/2001,0,,,,,,,,,,,,,,0,0,14.6,15.05,,,
+16/05/2001,0,,,,,,,,,,,,,,0,0,16.35,17.55,,,
+17/05/2001,0,,,,,,,,,,,,,,0,0,17.15,18.55,,,
+18/05/2001,0,,,,,,,,,,,,,,0,0,19.45,20.15,,,
+19/05/2001,0.2,,,,,,,,,,,,,,0,0,17.25,18,,,
+20/05/2001,0,,,,,,,,,,,,,,0,0,15.7,15.15,,,
+21/05/2001,0.6,,,,,,,,,,,,,,0,0,16,19.15,,,
+22/05/2001,1.2,,,,,,,,,,,,,,0,0,18.3,19.9,,,
+23/05/2001,0,,,,,,,,,,,,,,0,0,18.65,20,,,
+24/05/2001,0,,,,,,,,,,,,,,0,0,19.4,19.5,,,
+25/05/2001,2.4,,,,,,,,,,,,,,0,0,17.9,19.55,,,
+26/05/2001,0,,,,,,,,,,,,,,0,0,19.15,20.15,,,
+27/05/2001,0,,,,,,,,,,,,,,0,0,19.75,20.35,,,
+28/05/2001,0,,,,,,,,,,,,,,0,0,19.6,19.2,,,
+29/05/2001,0,,,,,,,,,,,,,,0,0,20.35,20.6,,,
+30/05/2001,0,,,,,,,,,,,,,,0,0,20.65,21.4,,,
+31/05/2001,0,,,,,,,,,,,,,,0,0,20.3,21.25,,,
+01/06/2001,0,,,,,,,,,,,,,,0,0,19.9,19.85,,,
+02/06/2001,0,,,,,,,,,,,,,,0,0,17.95,17.6,,,
+03/06/2001,0,,,,,,,,,,,,,,0,0,15.35,16.55,,,
+04/06/2001,0.2,,,,,,,,,,,,,,0,0,13.85,15.2,,,
+05/06/2001,0,,,,,,,,,,,,,,0,0,15.55,16.15,,,
+06/06/2001,0,,,,,,,,,,,,,,0,0,16.55,16.15,,,
+07/06/2001,0,,,,,,,,,,,,,,0,0,19.1,19.55,,,
+08/06/2001,0,,,,,,,,,,,,,,0,0,17.95,18.25,,,
+09/06/2001,0,,,,,,,,,,,,,,0,0,18.3,19.4,,,
+10/06/2001,0,,,,,,,,,,,,,,0,0,19.4,19.45,,,
+11/06/2001,1.8,,,,,,,,,,,,,,0,0,17.65,18,,,
+12/06/2001,0,,,,,,,,,,,,,,0,0,17.65,16.9,,,
+13/06/2001,0,,,,,,,,,,,,,,0,0,18.25,19.15,,,
+14/06/2001,0,,,,,,,,,,,,,,0,0,17.05,17.5,,,
+15/06/2001,0,,,,,,,,,,,,,,0,0,19.6,19.8,,,
+16/06/2001,0,,,,,,,,,,,,,,0,0,20.15,19.9,,,
+17/06/2001,0,,,,,,,,,,,,,,0,0,18,19,,,
+18/06/2001,5.8,,,,,,,,,,,,,,0,0,16.3,18.4,,,
+19/06/2001,1,,,,,,,,,,,,,,0,0,17.95,19.05,,,
+20/06/2001,3,,,,,,,,,,,,,,0,0,18.5,18.6,,,
+21/06/2001,0,,,,,,,,,,,,,,0,0,19.1,18.1,,,
+22/06/2001,0,,,,,,,,,,,,,,0,0,17.85,17.85,,,
+23/06/2001,0,,,,,,,,,,,,,,0,0,20.6,20.75,,,
+24/06/2001,0.2,,,,,,,,,,,,,,0,0,22,22.75,,,
+25/06/2001,0,,,,,,,,,,,,,,0,0,23.85,24.3,,,
+26/06/2001,0,,,,,,,,,,,,,,0,0,22.9,23.5,,,
+27/06/2001,0,,,,,,,,,,,,,,0,0,23.05,23.15,,,
+28/06/2001,0,,,,,,,,,,,,,,0,0,22,21.6,,,
+29/06/2001,0,,,,,,,,,,,,,,0,0,22.4,23.2,,,
+30/06/2001,0,,,,,,,,,,,,,,0,0,24.05,23.9,,,
+01/07/2001,0,,,,,,,,,,,,,,0,0,23.35,22,,,
+02/07/2001,0,,,,,,,,,,,,,,0,0,22.45,21.65,,,
+03/07/2001,0,,,,,,,,,,,,,,0,0,21.45,21.75,,,
+04/07/2001,0,,,,,,,,,,,,,,0,0,22.15,22.2,,,
+05/07/2001,0,,,,,,,,,,,,,,0,0,21.75,21.85,,,
+06/07/2001,0,,,,,,,,,,,,,,0,0,22.6,22.85,,,
+07/07/2001,0,,,,,,,,,,,,,,0,0,23.1,23.15,,,
+08/07/2001,0,,,,,,,,,,,,,,0,0,21.25,21.1,,,
+09/07/2001,0,,,,,,,,,,,,,,0,0,21.2,21.85,,,
+10/07/2001,0.2,,,,,,,,,,,,,,0,0,17.4,20.3,,,
+11/07/2001,3.6,,,,,,,,,,,,,,0,0,21.1,22.45,,,
+12/07/2001,0,,,,,,,,,,,,,,0,0,20.6,21.4,,,
+13/07/2001,0,,,,,,,,,,,,,,0,0,22.2,22.3,,,
+14/07/2001,0,,,,,,,,,,,,,,0,0,23.6,24.35,,,
+15/07/2001,0,,,,,,,,,,,,,,0,0,24,24.15,,,
+16/07/2001,0,,,,,,,,,,,,,,0,0,21.35,23.65,,,
+17/07/2001,0,,,,,,,,,,,,,,0,0,19.6,20.6,,,
+18/07/2001,0,,,,,,,,,,,,,,0,0,20,20.65,,,
+19/07/2001,0,,,,,,,,,,,,,,0,0,22,22.45,,,
+20/07/2001,7.2,,,,,,,,,,,,,,0,0,18.15,19.85,,,
+21/07/2001,0,,,,,,,,,,,,,,0,0,20.2,20.35,,,
+22/07/2001,0,,,,,,,,,,,,,,0,0,21.2,21.6,,,
+23/07/2001,0,,,,,,,,,,,,,,0,0,22.15,22.3,,,
+24/07/2001,0,,,,,,,,,,,,,,0,0,22.8,22.7,,,
+25/07/2001,0,,,,,,,,,,,,,,0,0,23.1,23.55,,,
+26/07/2001,0,,,,,,,,,,,,,,0,0,25.15,24.8,,,
+27/07/2001,0,,,,,,,,,,,,,,0,0,25.3,24.75,,,
+28/07/2001,0,,,,,,,,,,,,,,0,0,25.25,25.6,,,
+29/07/2001,0,,,,,,,,,,,,,,0,0,25.25,25.25,,,
+30/07/2001,0,,,,,,,,,,,,,,0,0,25.8,27.1,,,
+31/07/2001,0,,,,,,,,,,,,,,0,0,26.5,26.35,,,
+01/08/2001,0,,,,,,,,,,,,,,0,0,27.55,27.6,,,
+02/08/2001,0,,,,,,,,,,,,,,0,0,29.5,27.6,,,
+03/08/2001,0,,,,,,,,,,,,,,0,0,26.8,26.6,,,
+04/08/2001,0,,,,,,,,,,,,,,0,0,25.3,24.2,,,
+05/08/2001,0,,,,,,,,,,,,,,0,0,24,24.95,,,
+06/08/2001,0,,,,,,,,,,,,,,0,0,23.95,24.65,,,
+07/08/2001,0,,,,,,,,,,,,,,0,0,22.45,24.45,,,
+08/08/2001,0,,,,,,,,,,,,,,0,0,23.15,23.6,,,
+09/08/2001,0,,,,,,,,,,,,,,0,0,24.7,25.4,,,
+10/08/2001,0,,,,,,,,,,,,,,0,0,24.85,24.05,,,
+11/08/2001,0,,,,,,,,,,,,,,0,0,20.7,21.35,,,
+12/08/2001,0,,,,,,,,,,,,,,0,0,20.5,21.35,,,
+13/08/2001,0,,,,,,,,,,,,,,0,0,23.25,22.85,,,
+14/08/2001,0,,,,,,,,,,,,,,0,0,24.7,24.5,,,
+15/08/2001,0,,,,,,,,,,,,,,0,0,26.55,25.25,,,
+16/08/2001,0,,,,,,,,,,,,,,0,0,25.85,25.55,,,
+17/08/2001,0,,,,,,,,,,,,,,0,0,25.75,25.15,,,
+18/08/2001,0,,,,,,,,,,,,,,0,0,24.3,24.85,,,
+19/08/2001,4,,,,,,,,,,,,,,0,0,23.8,24.2,,,
+20/08/2001,0,,,,,,,,,,,,,,0,0,24.3,24.6,,,
+21/08/2001,0,,,,,,,,,,,,,,0,0,23.85,24.5,,,
+22/08/2001,44.6,,,,,,,,,,,,,,0,0,24.35,23.7,,,
+23/08/2001,0,,,,,,,,,,,,,,0,0,25.3,24.35,,,
+24/08/2001,0,,,,,,,,,,,,,,0,0,25.8,24.75,,,
+25/08/2001,0,,,,,,,,,,,,,,0,0,26.05,25.35,,,
+26/08/2001,0,,,,,,,,,,,,,,0,0,26.15,25.3,,,
+27/08/2001,0,,,,,,,,,,,,,,0,0,25.6,25,,,
+28/08/2001,0,,,,,,,,,,,,,,0,0,24.6,24.05,,,
+29/08/2001,0,,,,,,,,,,,,,,0,0,24.35,24.55,,,
+30/08/2001,0,,,,,,,,,,,,,,0,0,22.25,23.75,,,
+31/08/2001,1.2,,,,,,,,,,,,,,0,0,21.9,22.65,,,
+01/09/2001,0,,,,,,,,,,,,,,0,0,18.75,20.5,,,
+02/09/2001,11,,,,,,,,,,,,,,0,0,17.35,20.05,,,
+03/09/2001,0,,,,,,,,,,,,,,0,0,19,19.6,,,
+04/09/2001,0,,,,,,,,,,,,,,0,0,18.45,18.1,,,
+05/09/2001,7.2,,,,,,,,,,,,,,0,0,16.5,18.05,,,
+06/09/2001,0,,,,,,,,,,,,,,0,0,17.85,18.05,,,
+07/09/2001,0,,,,,,,,,,,,,,0,0,17.95,18.15,,,
+08/09/2001,0,,,,,,,,,,,,,,0,0,18.7,18.95,,,
+09/09/2001,0,,,,,,,,,,,,,,0,0,18.95,19.95,,,
+10/09/2001,3.2,,,,,,,,,,,,,,0,0,14.1,14.85,,,
+11/09/2001,0,,,,,,,,,,,,,,0,0,15,14.4,,,
+12/09/2001,0.4,,,,,,,,,,,,,,0,0,15.2,15.25,,,
+13/09/2001,0,,,,,,,,,,,,,,0,0,15.95,15.95,,,
+14/09/2001,0,,,,,,,,,,,,,,0,0,15.95,17.05,,,
+15/09/2001,11.4,,,,,,,,,,,,,,0,0,14.6,16,,,
+16/09/2001,0,,,,,,,,,,,,,,0,0,14.85,15.55,,,
+17/09/2001,0.2,,,,,,,,,,,,,,0,0,12.45,13.8,,,
+18/09/2001,1,,,,,,,,,,,,,,0,0,11.55,12.65,,,
+19/09/2001,0,,,,,,,,,,,,,,0,0,13.95,14.35,,,
+20/09/2001,0.4,,,,,,,,,,,,,,0,0,15.4,17.35,,,
+21/09/2001,0,,,,,,,,,,,,,,0,0,16.8,16.7,,,
+22/09/2001,0,,,,,,,,,,,,,,0,0,17.25,17.35,,,
+23/09/2001,1,,,,,,,,,,,,,,0,0,16.6,17.85,,,
+24/09/2001,71,,,,,,,,,,,,,,0,0,16.95,19.2,,,
+25/09/2001,13,,,,,,,,,,,,,,0,0,17.05,17.45,,,
+26/09/2001,0,,,,,,,,,,,,,,0,0,15.65,16.3,,,
+27/09/2001,0.2,,,,,,,,,,,,,,0,0,15.95,16.4,,,
+28/09/2001,0,,,,,,,,,,,,,,0,0,16.5,16.8,,,
+29/09/2001,0,,,,,,,,,,,,,,0,0,15.8,16.7,,,
+30/09/2001,15.2,,,,,,,,,,,,,,0,0,15.8,17.8,,,
+01/10/2001,26.2,,,,,,,,,,,,,,0,0,17.65,19.45,,,
+02/10/2001,0,,,,,,,,,,,,,,0,0,18.15,19.15,,,
+03/10/2001,0.2,,,,,,,,,,,,,,0,0,18.05,19.25,,,
+04/10/2001,0,,,,,,,,,,,,,,0,0,17.75,18.4,,,
+05/10/2001,0,,,,,,,,,,,,,,0,0,18.9,19.7,,,
+06/10/2001,0.2,,,,,,,,,,,,,,0,0,20.25,22.25,,,
+07/10/2001,0,,,,,,,,,,,,,,0,0,19.8,21,,,
+08/10/2001,0,,,,,,,,,,,,,,0,0,19.7,21.45,,,
+09/10/2001,0,,,,,,,,,,,,,,0,0,18.55,21.2,,,
+10/10/2001,6.4,,,,,,,,,,,,,,0,0,19.05,20.1,,,
+11/10/2001,0.2,,,,,,,,,,,,,,0,0,19.15,20,,,
+12/10/2001,0,,,,,,,,,,,,,,0,0,19.85,18.8,,,
+13/10/2001,0,,,,,,,,,,,,,,0,0,19.45,17.5,,,
+14/10/2001,0,,,,,,,,,,,,,,0,0,19.3,17.45,,,
+15/10/2001,0,,,,,,,,,,,,,,0,0,17.25,16.75,,,
+16/10/2001,0,,,,,,,,,,,,,,0,0,17.9,17.05,,,
+17/10/2001,0,,,,,,,,,,,,,,0,0,17.65,16.1,,,
+18/10/2001,0,,,,,,,,,,,,,,0,0,17.5,16.25,,,
+19/10/2001,0.2,,,,,,,,,,,,,,0,0,17.05,16.4,,,
+20/10/2001,0.2,,,,,,,,,,,,,,0,0,16.45,16.9,,,
+21/10/2001,35.4,,,,,,,,,,,,,,0,0,16.7,18.2,,,
+22/10/2001,0.2,,,,,,,,,,,,,,0,0,15.8,17.15,,,
+23/10/2001,0.4,,,,,,,,,,,,,,0,0,16.15,16.5,,,
+24/10/2001,20.2,,,,,,,,,,,,,,0,0,15.6,17.2,,,
+25/10/2001,0.2,,,,,,,,,,,,,,0,0,15,15.3,,,
+26/10/2001,0.2,,,,,,,,,,,,,,0,0,14.15,14,,,
+27/10/2001,0,,,,,,,,,,,,,,0,0,13.3,13.25,,,
+28/10/2001,0.2,,,,,,,,,,,,,,0,0,14.75,14.15,,,
+29/10/2001,0.6,,,,,,,,,,,,,,0,0,15.05,16.15,,,
+30/10/2001,0.2,,,,,,,,,,,,,,0,0,15.9,16.2,,,
+31/10/2001,0.2,,,,,,,,,,,,,,0,0,14.75,14.4,,,
+01/11/2001,0.4,,,,,,,,,,,,,,0,0,14,16.8,,,
+02/11/2001,0,,,,,,,,,,,,,,0,0,11.75,12.1,,,
+03/11/2001,0,,,,,,,,,,,,,,0,0,9.75,9.85,,,
+04/11/2001,0,,,,,,,,,,,,,,0,0,11.35,9.8,,,
+05/11/2001,0.2,,,,,,,,,,,,,,0,0,11.95,10.2,,,
+06/11/2001,0.6,,,,,,,,,,,,,,0,0,10.45,10.7,,,
+07/11/2001,5.2,,,,,,,,,,,,,,0,0,11.4,12.8,,,
+08/11/2001,0,,,,,,,,,,,,,,0,0,11.5,13,,,
+09/11/2001,0.2,,,,,,,,,,,,,,0,0,9,10.25,,,
+10/11/2001,0,,,,,,,,,,,,,,0,0,5.2,8,,,
+11/11/2001,19.4,,,,,,,,,,,,,,0,0,8.6,11.1,,,
+12/11/2001,9.4,,,,,,,,,,,,,,0,0,12.55,12.5,,,
+13/11/2001,7.4,,,,,,,,,,,,,,0,0,7.55,9.15,,,
+14/11/2001,1.4,,,,,,,,,,,,,,0,0,8.5,9.6,,,
+15/11/2001,0,,,,,,,,,,,,,,0,0,6.35,9.25,,,
+16/11/2001,0,,,,,,,,,,,,,,0,0,10.85,9.65,,,
+17/11/2001,0.2,,,,,,,,,,,,,,0,0,10.85,10,,,
+18/11/2001,0,,,,,,,,,,,,,,0,0,7,6.85,,,
+19/11/2001,12.4,,,,,,,,,,,,,,0,0,10,11.9,,,
+20/11/2001,0.2,,,,,,,,,,,,,,0,0,8.5,8.3,,,
+21/11/2001,0,,,,,,,,,,,,,,0,0,8.8,8.5,,,
+22/11/2001,0.2,,,,,,,,,,,,,,0,0,9.25,9.35,,,
+23/11/2001,0.2,,,,,,,,,,,,,,0,0,6.25,6.35,,,
+24/11/2001,0,,,,,,,,,,,,,,0,0,4.3,3.6,,,
+25/11/2001,0,,,,,,,,,,,,,,0,0,6.95,5.5,,,
+26/11/2001,0,,,,,,,,,,,,,,0,0,9.95,8.8,,,
+27/11/2001,0,,,,,,,,,,,,,,0,0,8.45,8.05,,,
+28/11/2001,3.6,,,,,,,,,,,,,,0,0,8.1,7.95,,,
+29/11/2001,0.4,,,,,,,,,,,,,,0,0,7.85,7.65,,,
+30/11/2001,0,,,,,,,,,,,,,,0,0,7.9,5.75,,,
+01/12/2001,0,,,,,,,,,,,,,,0,0,8.05,8.25,,,
+02/12/2001,0,,,,,,,,,,,,,,0,0,8.85,8.25,,,
+03/12/2001,0,,,,,,,,,,,,,,0,0,8.45,5.35,,,
+04/12/2001,0,,,,,,,,,,,,,,0,0,6.25,2.95,,,
+05/12/2001,1.8,,,,,,,,,,,,,,0,0,9.8,9.1,,,
+06/12/2001,0.2,,,,,,,,,,,,,,0,0,8.2,7,,,
+07/12/2001,0.2,,,,,,,,,,,,,,0,0,6.95,5.9,,,
+08/12/2001,0,,,,,,,,,,,,,,0,0,4.05,4.45,,,
+09/12/2001,0,,,,,,,,,,,,,,0,0,2.15,3.05,,,
+10/12/2001,0,,,,,,,,,,,,,,0,0,1.85,2.85,,,
+11/12/2001,0,,,,,,,,,,,,,,0,0,2.2,1.55,,,
+12/12/2001,0,,,,,,,,,,,,,,0,0,3.45,3.7,,,
+13/12/2001,0,,,,,,,,,,,,,,0,0,2.7,1.85,,,
+14/12/2001,0.8,,,,,,,,,,,,,,0,0,-0.6,3.25,,,
+15/12/2001,1.6,,,,,,,,,,,,,,0,0,1.4,1.9,,,
+16/12/2001,0,,,,,,,,,,,,,,0,0,0.8,2.2,,,
+17/12/2001,0,,,,,,,,,,,,,,0,0,0.6,-0.45,,,
+18/12/2001,0,,,,,,,,,,,,,,0,0,1.5,0.55,,,
+19/12/2001,0,,,,,,,,,,,,,,0,0,3.05,-0.2,,,
+20/12/2001,0.2,,,,,,,,,,,,,,0,0,5.15,4.2,,,
+21/12/2001,6.4,,,,,,,,,,,,,,0,0,4.9,5.65,,,
+22/12/2001,0.6,,,,,,,,,,,,,,0,0,5.3,4.4,,,
+23/12/2001,0.4,,,,,,,,,,,,,,0,0,5.5,6.35,,,
+24/12/2001,0.4,,,,,,,,,,,,,,0,0,-0.35,-0.1,,,
+25/12/2001,0,,,,,,,,,,,,,,0,0,0.9,-1.45,,,
+26/12/2001,0.2,,,,,,,,,,,,,,0,0,4,3.7,,,
+27/12/2001,5.2,,,,,,,,,,,,,,0,0,1.65,1.2,,,
+28/12/2001,0,,,,,,,,,,,,,,0,0,1.75,-1.95,,,
+29/12/2001,0,,,,,,,,,,,,,,0,0,7.1,2.95,,,
+30/12/2001,0,,,,,,,,,,,,,,0,0,10.1,7.7,,,
+31/12/2001,2.4,,,,,,,,,,,,,,0,0,4.15,4.65,,,
+01/01/2002,1.8,,,,,,,,,,,,,,0,0,0,0.45,,,
+02/01/2002,0,,,,,,,,,,,,,,0,0,0.15,-1.95,,,
+03/01/2002,0,,,,,,,,,,,,,,0,0,2.1,2.55,,,
+04/01/2002,0,,,,,,,,,,,,,,0,0,-0.65,-0.65,,,
+05/01/2002,0,,,,,,,,,,,,,,0,0,2.2,-1.2,,,
+06/01/2002,0,,,,,,,,,,,,,,0,0,6.4,1,,,
+07/01/2002,0,,,,,,,,,,,,,,0,0,3.9,-0.7,,,
+08/01/2002,0,,,,,,,,,,,,,,0,0,5.2,1.4,,,
+09/01/2002,0,,,,,,,,,,,,,,0,0,6.25,1.25,,,
+10/01/2002,0,,,,,,,,,,,,,,0,0,5.5,1.1,,,
+11/01/2002,0.2,,,,,,,,,,,,,,0,0,5.4,0.2,,,
+12/01/2002,0.6,,,,,,,,,,,,,,0,0,5.85,2.55,,,
+13/01/2002,0,,,,,,,,,,,,,,0,0,4.15,-1.45,,,
+14/01/2002,0.4,,,,,,,,,,,,,,0,0,2.95,2.9,,,
+15/01/2002,0,,,,,,,,,,,,,,0,0,0.9,1,,,
+16/01/2002,0,,,,,,,,,,,,,,0,0,-0.15,-0.1,,,
+17/01/2002,0.4,,,,,,,,,,,,,,0,0,2.5,1.45,,,
+18/01/2002,0,,,,,,,,,,,,,,0,0,3.4,0.4,,,
+19/01/2002,0,,,,,,,,,,,,,,0,0,4.9,0.85,,,
+20/01/2002,0.2,,,,,,,,,,,,,,0,0,7.35,5.65,,,
+21/01/2002,0.2,,,,,,,,,,,,,,0,0,7.05,4.15,,,
+22/01/2002,0,,,,,,,,,,,,,,0,0,6.7,3.75,,,
+23/01/2002,0,,,,,,,,,,,,,,0,0,7.45,6.85,,,
+24/01/2002,0,,,,,,,,,,,,,,0,0,6.75,9.2,,,
+25/01/2002,19,,,,,,,,,,,,,,0,0,8.65,9.35,,,
+26/01/2002,0.4,,,,,,,,,,,,,,0,0,7.3,6.65,,,
+27/01/2002,0.2,,,,,,,,,,,,,,0,0,5.5,6.5,,,
+28/01/2002,0.2,,,,,,,,,,,,,,0,0,9.75,10,,,
+29/01/2002,0.2,,,,,,,,,,,,,,0,0,7.5,7.4,,,
+30/01/2002,0,,,,,,,,,,,,,,0,0,9,10.6,,,
+31/01/2002,0,,,,,,,,,,,,,,0,0,8.05,10.5,,,
+01/02/2002,2.2,,,,,,,,,,,,,,0,0,9.15,8.65,,,
+02/02/2002,0.4,,,,,,,,,,,,,,0,0,9.45,8.85,,,
+03/02/2002,0,,,,,,,,,,,,,,0,0,9.75,7,,,
+04/02/2002,0.2,,,,,,,,,,,,,,0,0,8.4,6.3,,,
+05/02/2002,0,,,,,,,,,,,,,,0,0,6.2,7.5,,,
+06/02/2002,2.4,,,,,,,,,,,,,,0,0,6.85,9.95,,,
+07/02/2002,18,,,,,,,,,,,,,,0,0,8.35,9.45,,,
+08/02/2002,0.2,,,,,,,,,,,,,,0,0,8.8,7.85,,,
+09/02/2002,0.2,,,,,,,,,,,,,,0,0,8.05,7.55,,,
+10/02/2002,0,,,,,,,,,,,,,,0,0,9.4,9.65,,,
+11/02/2002,0.2,,,,,,,,,,,,,,0,0,9.1,7.65,,,
+12/02/2002,0.2,,,,,,,,,,,,,,0,0,9.1,7.5,,,
+13/02/2002,0,,,,,,,,,,,,,,0,0,9.7,7.7,,,
+14/02/2002,0.2,,,,,,,,,,,,,,0,0,9.65,11.1,,,
+15/02/2002,0,,,,,,,,,,,,,,0,0,6.8,10.65,,,
+16/02/2002,10.8,,,,,,,,,,,,,,0,0,8.45,10.25,,,
+17/02/2002,3,,,,,,,,,,,,,,0,0,6.8,7.85,,,
+18/02/2002,12.6,,,,,,,,,,,,,,0,0,6.05,10.45,,,
+19/02/2002,10.2,,,,,,,,,,,,,,0,0,7.6,10.1,,,
+20/02/2002,0,,,,,,,,,,,,,,0,0,6.15,8.5,,,
+21/02/2002,14.8,,,,,,,,,,,,,,0,0,5.55,9.7,,,
+22/02/2002,8,,,,,,,,,,,,,,0,0,6.3,8.15,,,
+23/02/2002,0,,,,,,,,,,,,,,0,0,6.95,7.8,,,
+24/02/2002,0,,,,,,,,,,,,,,0,0,8.5,8.35,,,
+25/02/2002,0,,,,,,,,,,,,,,0,0,7.15,6.2,,,
+26/02/2002,0,,,,,,,,,,,,,,0,0,9.55,9.95,,,
+27/02/2002,0,,,,,,,,,,,,,,0,0,11.65,10.7,,,
+28/02/2002,0,,,,,,,,,,,,,,0,0,11,11.45,,,
+01/03/2002,0,,,,,,,,,,,,,,0,0,11.3,11.2,,,
+02/03/2002,0,,,,,,,,,,,,,,0,0,11.45,10.85,,,
+03/03/2002,0,,,,,,,,,,,,,,0,0,10.8,10.25,,,
+04/03/2002,0,,,,,,,,,,,,,,0,0,9.7,8.3,,,
+05/03/2002,0,,,,,,,,,,,,,,0,0,13.35,10.6,,,
+06/03/2002,2.2,,,,,,,,,,,,,,0,0,11.35,11.55,,,
+07/03/2002,0.2,,,,,,,,,,,,,,0,0,12.45,11.1,,,
+08/03/2002,0,,,,,,,,,,,,,,0,0,12,11,,,
+09/03/2002,0,,,,,,,,,,,,,,0,0,10.55,10.35,,,
+10/03/2002,0.2,,,,,,,,,,,,,,0,0,11.55,10.1,,,
+11/03/2002,0,,,,,,,,,,,,,,0,0,13.65,11.15,,,
+12/03/2002,0,,,,,,,,,,,,,,0,0,13.8,10.45,,,
+13/03/2002,0,,,,,,,,,,,,,,0,0,13,10.9,,,
+14/03/2002,0,,,,,,,,,,,,,,0,0,12.05,9.8,,,
+15/03/2002,0,,,,,,,,,,,,,,0,0,8.35,9.2,,,
+16/03/2002,4.4,,,,,,,,,,,,,,0,0,11.3,11.65,,,
+17/03/2002,0,,,,,,,,,,,,,,0,0,12.75,11.5,,,
+18/03/2002,0,,,,,,,,,,,,,,0,0,12.65,11.1,,,
+19/03/2002,0,,,,,,,,,,,,,,0,0,11.1,10.85,,,
+20/03/2002,0,,,,,,,,,,,,,,0,0,14.75,14.95,,,
+21/03/2002,0.2,,,,,,,,,,,,,,0,0,14,14,,,
+22/03/2002,0,,,,,,,,,,,,,,0,0,14.2,13.45,,,
+23/03/2002,0,,,,,,,,,,,,,,0,0,9.8,8.65,,,
+24/03/2002,0,,,,,,,,,,,,,,0,0,6.8,5.4,,,
+25/03/2002,0,,,,,,,,,,,,,,0,0,6.3,4.9,,,
+26/03/2002,0,,,,,,,,,,,,,,0,0,8.2,6.15,,,
+27/03/2002,0,,,,,,,,,,,,,,0,0,7.65,5.75,,,
+28/03/2002,0,,,,,,,,,,,,,,0,0,7.3,6.35,,,
+29/03/2002,0,,,,,,,,,,,,,,0,0,8.4,6.95,,,
+30/03/2002,0,,,,,,,,,,,,,,0,0,11.05,8.65,,,
+31/03/2002,0,,,,,,,,,,,,,,0,0,11.4,8.75,,,
+01/04/2002,0,,,,,,,,,,,,,,0,0,11.05,9.75,,,
+02/04/2002,0,,,,,,,,,,,,,,0,0,11.6,10.2,,,
+03/04/2002,0,,,,,,,,,,,,,,0,0,12.2,10.8,,,
+04/04/2002,0,,,1,,5.6,,,,,,,,,0,0,9.75,11.65,,,
+05/04/2002,4.6,,,0,,0,,,,,,,,,0,0,11.3,11.15,,,
+06/04/2002,0,,,0,,4.2,,,,,,,,,0,0,9.15,8,,,
+07/04/2002,5.6,,,0,,0,,,,,,,,,0,0,9.85,10.3,,,
+08/04/2002,0,,,0,,0,,,,,,,,,0,0,13,13.25,,,
+09/04/2002,0,,,0,,0,,,,,,,,,0,0,7.15,11.55,,,
+10/04/2002,1.6,,,0,,0,,,,,,,,,0,0,8.7,13.1,,,
+11/04/2002,0,,,2.4,,1.4,,,,,,,,,0,0,8.35,10.7,,,
+12/04/2002,16.8,,,6,,14.6,,,,,,,,,0,0,12.45,15.45,,,
+13/04/2002,5.4,,,0.6,,5.2,,,,,,,,,0,0,11.4,14.55,,,
+14/04/2002,2.6,,,1.4,,1.6,,,,,,,,,0,0,10.4,12.35,,,
+15/04/2002,7.4,,,0.2,,0.2,,,,,,,,,0,0,11.9,13.8,,,
+16/04/2002,0,,,0.2,,7.4,,,,,,,,,0,0,10.1,13.4,,,
+17/04/2002,11.2,,,0,,13,,,,,,,,,0,0,10.8,14.1,,,
+18/04/2002,1.4,,,0,,0,,,,,,,,,0,0,12.05,14.9,,,
+19/04/2002,0,,,0,,0,,,,,,,,,0,0,12.6,13.55,,,
+20/04/2002,0,,,1.4,,3.6,,,,,,,,,0,0,11.55,12.2,,,
+21/04/2002,6.8,,,1.2,,1,,,,,,,,,0,0,11.05,13.45,,,
+22/04/2002,0.4,,,0,,0,,,,,,,,,0,0,14.8,14.7,,,
+23/04/2002,0,,,2,,4,,,,,,,,,0,0,15.7,15,,,
+24/04/2002,3.2,,,0,,0,,,,,,,,,0,0,15.2,13.1,,,
+25/04/2002,0,,,0,,0,,,,,,,,,0,0,14.3,13.9,,,
+26/04/2002,0,,,0,,0,,,,,,,,,0,0,13.7,13.25,,,
+27/04/2002,0.8,,,0,,0,,,,,,,,,0,0,13.5,13.55,,,
+28/04/2002,13,,,0,,0,,,,,,,,,0,0,12.55,13.05,,,
+29/04/2002,0,,,0,,0,,,,,,,,,0,0,14.5,13.3,,,
+30/04/2002,0.2,,,0,,0,,,,,,,,,0,0,15.35,16,,,
+01/05/2002,0,,,0,,0,,,,,,,,,0,0,14.5,15.35,,,
+02/05/2002,0,,,0,,0,,,,,,,,,0,0,15.15,15.45,,,
+03/05/2002,1.2,,,0,,0,,,,,,,,,0,0,16.15,17.5,,,
+04/05/2002,25,,,0,,0,,,,,,,,,0,0,12,15.8,,,
+05/05/2002,7,,,0,,0,,,,,,,,,0,0,11.25,12.95,,,
+06/05/2002,4.8,,,0,,0,,,,,,,,,0,0,12.45,13.7,,,
+07/05/2002,0,,,0,,0,,,,,,,,,0,0,15.25,15.75,,,
+08/05/2002,5,,,0.8,,15,,,,,,,,,0,0,12.3,14.45,,,
+09/05/2002,31,,,1.4,,8.8,,,,,,,,,0,0,14.25,18.2,,,
+10/05/2002,2.2,,,0.4,,0.8,,,,,,,,,0,0,15.25,18.5,,,
+11/05/2002,0,,,0,,0,,,,,,,,,0,0,14.2,17.2,,,
+12/05/2002,0,,,0,,0,,,,,,,,,0,0,14.75,16.45,,,
+13/05/2002,0,,,0,,0,,,,,,,,,0,0,14.85,14.85,,,
+14/05/2002,0,,,0,,0,,,,,,,,,0,0,14.25,14.3,,,
+15/05/2002,0,,,0,,0,,,,,,,,,0,0,16.6,17.3,,,
+16/05/2002,0,,,0,,0,,,,,,,,,0,0,18.85,21.15,,,
+17/05/2002,0,,,0,,0,,,,,,,,,0,0,18.75,18.8,,,
+18/05/2002,0,,,0,,0,,,,,,,,,0,0,17.9,16.7,,,
+19/05/2002,0,,,0,,0,,,,,,,,,0,0,17.3,18.35,,,
+20/05/2002,3.8,,,0,,0,,,,,,,,,0,0,17.15,19.05,,,
+21/05/2002,0,,,0,,0,,,,,,,,,0,0,17.55,18.8,,,
+22/05/2002,0,,,0,,0,,,,,,,,,0,0,17.7,18.4,,,
+23/05/2002,0.2,,,0,,0,,,,,,,,,0,0,17.4,18.65,,,
+24/05/2002,3.2,,,0,,0,,,,,,,,,0,0,16.1,20.05,,,
+25/05/2002,0,,,0,,0,,,,,,,,,0,0,18.65,20.05,,,
+26/05/2002,0,,,0,,0,,,,,,,,,0,0,17.25,17.45,,,
+27/05/2002,0,,,0,,0,,,,,,,,,0,0,14.7,14.9,,,
+28/05/2002,51.8,,,0,,0,,,,,,,,,0,0,12.1,15.5,,,
+29/05/2002,0.4,,,0,,0,,,,,,,,,0,0,16,16.35,,,
+30/05/2002,0.2,,,0,,0,,,,,,,,,0,0,17.3,19.65,,,
+31/05/2002,0,,,0,,0,,,,,,,,,0,0,18.65,20.3,,,
+01/06/2002,0,,,0,,0,,,,,,,,,0,0,20.35,20.3,,,
+02/06/2002,0,,,0,,0,,,,,,,,,0,0,18.7,18.9,,,
+03/06/2002,0,,,0,,0,,,,,,,,,0,0,18.8,17.65,,,
+04/06/2002,0,,,0,,0,,,,,,,,,0,0,20.2,19,,,
+05/06/2002,1.2,,,0,,0,,,,,,,,,0,0,17.5,19.1,,,
+06/06/2002,0.2,,,0,,0,,,,,,,,,0,0,15.6,17.25,,,
+07/06/2002,6.8,,,0,,0,,,,,,,,,0,0,13.6,15.35,,,
+08/06/2002,2.6,,,0,,0,,,,,,,,,0,0,15.3,17.05,,,
+09/06/2002,8.2,,,0,,0,,,,,,,,,0,0,15.35,18.4,,,
+10/06/2002,3.4,,,0,,0,,,,,,,,,0,0,15.65,17.4,,,
+11/06/2002,0,,,0,,0,,,,,,,,,0,0,17.5,19,,,
+12/06/2002,0,,,0,,0,,,,,,,,,0,0,19.25,20.55,,,
+13/06/2002,0,,,0,,0,,,,,,,,,0,0,20.8,21.25,,,
+14/06/2002,0,,,0,,0,,,,,,,,,0,0,20.7,20.95,,,
+15/06/2002,0,,,0,,0,,,,,,,,,0,0,21.75,21.3,,,
+16/06/2002,0,,,0,,0,,,,,,,,,0,0,22,15.95,,,
+17/06/2002,0,,,0,,0,,,,,,,,,0,0,24.4,23.2,,,
+18/06/2002,0,,,0,,0,,,,,,,,,0,0,26.1,25.6,,,
+19/06/2002,0,,,0,,0,,,,,,,,,0,0,26.2,25,,,
+20/06/2002,0,,,0,,0,,,,,,,,,0,0,25.7,25.15,,,
+21/06/2002,3,,,0,,0,,,,,,,,,0,0,24.5,24.65,,,
+22/06/2002,0,,,0,,0,,,,,,,,,0,0,25.35,26.05,,,
+23/06/2002,0,,,0,,0,,,,,,,,,0,0,28.1,26.95,,,
+24/06/2002,0,,,0,,0,,,,,,,,,0,0,26.2,25.6,,,
+25/06/2002,0,,,0,,0,,,,,,,,,0,0,25.3,25.7,,,
+26/06/2002,0,,,0,,0,,,,,,,,,0,0,23.85,23.55,,,
+27/06/2002,0,,,0,,0,,,,,,,,,0,0,23.2,22.6,,,
+28/06/2002,0,,,0,,0,,,,,,,,,0,0,22.5,23.35,,,
+29/06/2002,0,,,0,,0,,,,,,,,,0,0,22.9,23.2,,,
+30/06/2002,0.2,,,0,,0,,,,,,,,,0,0,18.65,20.35,,,
+01/07/2002,0.6,,,0,,0,,,,,,,,,0,0,19.65,19.7,,,
+02/07/2002,0.2,,,0,,0,,,,,,,,,0,0,22.6,23.2,,,
+03/07/2002,0,,,0,,0,,,,,,,,,0,0,23.05,24.15,,,
+04/07/2002,0,,,0,,0,,,,,,,,,0,0,20.35,21.15,,,
+05/07/2002,0,,,0,,0,,,,,,,,,0,0,21.5,21.85,,,
+06/07/2002,0,,,0,,0,,,,,,,,,0,0,20.35,21.1,,,
+07/07/2002,0.2,,,0,,0,,,,,,,,,0,0,20.9,22.6,,,
+08/07/2002,0,,,0,,0,,,,,,,,,0,0,23.3,24.5,,,
+09/07/2002,0,,,0,,0,,,,,,,,,0,0,24.4,23,,,
+10/07/2002,0,,,0,,0,,,,,,,,,0,0,24,24.15,,,
+11/07/2002,0,,,0,,0,,,,,,,,,0,0,22.85,23.65,,,
+12/07/2002,0,,,0,,0,,,,,,,,,0,0,24,24.05,,,
+13/07/2002,0,,,0,,0,,,,,,,,,0,0,23.6,22.7,,,
+14/07/2002,0.6,,,0,,0,,,,,,,,,0,0,19.55,20.8,,,
+15/07/2002,23,,,0,,0,,,,,,,,,0,0,18.55,22.05,,,
+16/07/2002,2.8,,,0,,0,,,,,,,,,0,0,18.45,19.15,,,
+17/07/2002,5.6,,,0,,0,,,,,,,,,0,0,19.35,22,,,
+18/07/2002,0.2,,,0,,0,,,,,,,,,0,0,20.3,23.4,,,
+19/07/2002,0.6,,,0,,0,,,,,,,,,0,0,20.4,23.6,,,
+20/07/2002,0.2,,,0,,0,,,,,,,,,0,0,21.8,25,,,
+21/07/2002,0,,,0,,0,,,,,,,,,0,0,22.35,22.95,,,
+22/07/2002,0,,,0,,0,,,,,,,,,0,0,22.95,23.5,,,
+23/07/2002,0,,,0,,0,,,,,,,,,0,0,23.65,25.2,,,
+24/07/2002,0,,,0,,0,,,,,,,,,0,0,22.85,23.95,,,
+25/07/2002,0.4,,,0,,0,,,,,,,,,0,0,20.65,24.25,,,
+26/07/2002,0.2,,,0,,0,,,,,,,,,0,0,20.75,21.45,,,
+27/07/2002,0,,,0,,0,,,,,,,,,0,0,20.85,20.7,,,
+28/07/2002,0,,,0,,0,,,,,,,,,0,0,22.55,21.75,,,
+29/07/2002,0,,,0,,0,,,,,,,,,0,0,23.75,23.85,,,
+30/07/2002,0,,,0,,0,,,,,,,,,0,0,23.15,23.85,,,
+31/07/2002,0,,,0,,0,,,,,,,,,0,0,20.85,21.85,,,
+01/08/2002,0.4,,,0,,0,,,,,,,,,0,0,23,23.75,,,
+02/08/2002,0,,,0,,0,,,,,,,,,0,0,23.15,24.1,,,
+03/08/2002,0,,,0,,0,,,,,,,,,0,0,24.9,25.65,,,
+04/08/2002,0.6,,,0,,0,,,,,,,,,0,0,25.25,26.15,,,
+05/08/2002,0,,,0,,0,,,,,,,,,0,0,23.95,24.85,,,
+06/08/2002,0,,,0,,0,,,,,,,,,0,0,21.9,23.75,,,
+07/08/2002,14,,,0,,0,,,,,,,,,0,0,19.65,21.55,,,
+08/08/2002,0,,,0,,0,,,,,,,,,0,0,21.4,22.45,,,
+09/08/2002,0.4,,,0,,0,,,,,,,,,0,0,20.5,22.1,,,
+10/08/2002,19.4,,,0,,0,,,,,,,,,0,0,16.15,18.3,,,
+11/08/2002,30,,,0,,0,,,,,,,,,0,0,16.7,19.3,,,
+12/08/2002,3.6,,,0,,0,,,,,,,,,0,0,17.15,19.75,,,
+13/08/2002,0,,,0,,0,,,,,,,,,0,0,19.45,21.65,,,
+14/08/2002,0.2,,,0,,0,,,,,,,,,0,0,20.4,22.75,,,
+15/08/2002,0,,,0,,0,,,,,,,,,0,0,20.85,23.35,,,
+16/08/2002,0,,,0,,0,,,,,,,,,0,0,21.9,24.3,,,
+17/08/2002,0,,,0,,0,,,,,,,,,0,0,23.7,23,,,
+18/08/2002,0,,,0,,0,,,,,,,,,0,0,22.85,22.2,,,
+19/08/2002,2.2,,,0,,0,,,,,,,,,0,0,23.5,23.25,,,
+20/08/2002,0,,,0,,0,,,,,,,,,0,0,23.75,23.65,,,
+21/08/2002,0,,,0,,0,,,,,,,,,0,0,22.35,23.25,,,
+22/08/2002,0.2,,,0,,0,,,,,,,,,0,0,22.95,23.1,,,
+23/08/2002,0,,,0,,0,,,,,,,,,0,0,20.7,21.65,,,
+24/08/2002,0.8,,,0,,0,,,,,,,,,0,0,20.7,21.85,,,
+25/08/2002,20.2,,,0,,0,,,,,,,,,0,0,21.25,23.15,,,
+26/08/2002,0,,,0,,0,,,,,,,,,0,0,20.25,22.1,,,
+27/08/2002,11,,,0,,0,,,,,,,,,0,0,19.75,21.25,,,
+28/08/2002,14.2,,,0,,0,,,,,,,,,0,0,18.5,19.8,,,
+29/08/2002,1.2,,,0,,0,,,,,,,,,0,0,19.65,20.45,,,
+30/08/2002,0,,,0,,0,,,,,,,,,0,0,20.7,21.3,,,
+31/08/2002,0,,,0,,0,,,,,,,,,0,0,21.65,21.6,,,
+01/09/2002,0,,,0,,0,,,,,,,,,0,0,20.85,21.2,,,
+02/09/2002,0,,,0,,0,,,,,,,,,0,0,20.55,21.45,,,
+03/09/2002,0,,,0,,0,,,,,,,,,0,0,19.65,20.6,,,
+04/09/2002,13.4,,,0,,0,,,,,,,,,0,0,16.6,19.4,,,
+05/09/2002,20.6,,,0,,0,,,,,,,,,0,0,18.85,20.55,,,
+06/09/2002,6.6,,,0,,0,,,,,,,,,0,0,17.25,18.85,,,
+07/09/2002,43.4,,,0,,0,,,,,,,,,0,0,17.75,19.15,,,
+08/09/2002,0,,,0,,0,,,,,,,,,0,0,18.15,19.65,,,
+09/09/2002,2.4,,,0,,0,,,,,,,,,0,0,18.65,20.55,,,
+10/09/2002,1,,,0,,0,,,,,,,,,0,0,20.85,21.65,,,
+11/09/2002,0,,,0,,0,,,,,,,,,0,0,20.15,22.9,,,
+12/09/2002,0,,,0,,0,,,,,,,,,0,0,19.4,19.65,,,
+13/09/2002,0,,,0,,0,,,,,,,,,0,0,17.7,18,,,
+14/09/2002,0,,,0,,0,,,,,,,,,0,0,16.05,17.05,,,
+15/09/2002,0,,,0,,0,,,,,,,,,0,0,16.05,15.9,,,
+16/09/2002,0.2,,,0,,0,,,,,,,,,0,0,17.25,17.1,,,
+17/09/2002,0.2,,,0,,0,,,,,,,,,0,0,17.1,18.5,,,
+18/09/2002,0,,,0,,0,,,,,,,,,0,0,18.85,19.95,,,
+19/09/2002,0.2,,,0,,0,,,,,,,,,0,0,18.9,19.5,,,
+20/09/2002,0,,,0,,0,,,,,,,,,0,0,20.95,21.65,,,
+21/09/2002,3.4,,,0,,0,,,,,,,,,0,0,21.45,21.85,,,
+22/09/2002,0,,,0,,0,,,,,,,,,0,0,17.2,18.55,,,
+23/09/2002,40,,,0,,0,,,,,,,,,0,0,13.85,16,,,
+24/09/2002,4.2,,,0,,0,,,,,,,,,0,0,12.75,14.65,,,
+25/09/2002,1.6,,,0,,0,,,,,,,,,0,0,12.8,14.2,,,
+26/09/2002,0,,,0,,0,,,,,,,,,0,0,13.2,14.5,,,
+27/09/2002,0,,,0,,0,,,,,,,,,0,0,14.25,14.95,,,
+28/09/2002,0,,,0,,0,,,,,,,,,0,0,13.65,13.4,,,
+29/09/2002,0,,,0,,0,,,,,,,,,0,0,11.75,12.2,,,
+30/09/2002,0,,,0,,0,,,,,,,,,0,0,13.9,14.2,,,
+01/10/2002,0.2,,,0,,0,,,,,,,,,0,0,15.2,0,,,
+02/10/2002,0,,,0,,0,,,,,,,,,0,0,14.3,0,,,
+03/10/2002,0,,,0,,0,,,,,,,,,0,0,14.25,0,,,
+04/10/2002,0.2,,,0,,0,,,,,,,,,0,0,14.65,0,,,
+05/10/2002,0,,,0,,0,,,,,,,,,0,0,16.3,0,,,
+06/10/2002,0.2,,,0,,0,,,,,,,,,0,0,14.15,0,,,
+07/10/2002,0.2,,,0,,0,,,,,,,,,0,0,15.35,0,,,
+08/10/2002,0,,,0,,0.8,,,,,,,,,0,0,13.75,0,,,
+09/10/2002,3.6,,,2,,9.6,,,,,,,,,0,0,15.55,0,,,
+10/10/2002,3.6,,,23.8,,21.2,,,,,,,,,0,0,15.35,0,,,
+11/10/2002,49.6,,,0.8,,18.4,,,,,,,,,0,0,14.35,0,,,
+12/10/2002,9.2,,,0,,7.4,,,,,,,,,0,0,12,0,,,
+13/10/2002,7.6,,,0,,0.2,,,,,,,,,0,0,14.9,0,,,
+14/10/2002,0.2,,,0,,0.4,,,,,,,,,0,0,14.1,0,,,
+15/10/2002,0.2,,,0,,0.2,,,,,,,,,0,0,14.6,0,,,
+16/10/2002,0,,,0,,0,,,,,,,,,0,0,16.7,0,,,
+17/10/2002,0,,,10.8,,7.8,,,,,,,,,0,0,15.85,0,,,
+18/10/2002,11,,,0,,0,,,,,,,,,0,0,14.45,0,,,
+19/10/2002,0,,,0,,0,,,,,,,,,0,0,13.45,0,,,
+20/10/2002,0.2,,,0,,0.2,,,,,,,,,0,0,13.2,0,,,
+21/10/2002,0,,,0,,2.2,,,,,,,,,0,0,12.5,0,,,
+22/10/2002,10.4,,,14.2,,19.8,,,,,,,,,0,0,16.95,0,,,
+23/10/2002,2.4,,,0,,0.2,,,,,,,,,0,0,16.9,0,,,
+24/10/2002,0.2,,,0,,0,,,,,,,,,0,0,14.8,0,,,
+25/10/2002,0,,,0,,0,,,,,,,,,0,0,13.6,0,,,
+26/10/2002,0,,,0,,0,,,,,,,,,0,0,16.65,0,,,
+27/10/2002,0.4,,,0,,0.2,,,,,,,,,0,0,15.45,0,,,
+28/10/2002,0,,,0,,0.2,,,,,,,,,0,0,16.05,0,,,
+29/10/2002,0,,,0,,0,,,,,,,,,0,0,14.85,0,,,
+30/10/2002,0.4,,,0,,0,,,,,,,,,0,0,13.85,0,,,
+31/10/2002,0.2,,,5.6,,10.6,,,,,,,,,0,0,14.85,0,,,
+01/11/2002,29.2,,,3.4,,12,,,,,,,,,0,0,14.5,7.8,,,
+02/11/2002,0.2,,,0,,0,,,,,,,,,0,0,15.1,8.1,,,
+03/11/2002,0,,,0,,0,,,,,,,,,0,0,14.4,6.65,,,
+04/11/2002,0,,,1.2,,0.8,,,,,,,,,0,0,12.35,6.25,,,
+05/11/2002,0.4,,,0,,0,,,,,,,,,0,0,11.55,6.7,,,
+06/11/2002,0,,,0,,0,,,,,,,,,0,0,6.7,6.85,,,
+07/11/2002,0,,,0,,1.2,,,,,,,,,0,0,4.55,7.05,,,
+08/11/2002,16.6,,,0.2,,8.8,,,,,,,,,0,0,6.95,7.4,,,
+09/11/2002,0,,,0,,0,,,,,,,,,0,0,6.8,5.65,,,
+10/11/2002,0,,,0,,0,,,,,,,,,0,0,11.6,12.25,,,
+11/11/2002,0,,,0,,0,,,,,,,,,0,0,9.3,8.35,,,
+12/11/2002,0.2,,,0.4,,3.2,,,,,,,,,0,0,13.05,13.35,,,
+13/11/2002,0.2,,,0,,0.2,,,,,,,,,0,0,12.9,14.15,,,
+14/11/2002,0,,,0,,0,,,,,,,,,0,0,14.9,15.35,,,
+15/11/2002,0,,,0,,0,,,,,,,,,0,0,17.05,16.95,,,
+16/11/2002,0,,,4.6,,10.4,,,,,,,,,0,0,15.1,17.25,,,
+17/11/2002,10.4,,,3,,13,,,,,,,,,0,0,12.9,14.45,,,
+18/11/2002,28.4,,,4,,26.6,,,,,,,,,0,0,10.9,15.15,,,
+19/11/2002,14,,,0.4,,0.8,,,,,,,,,0,0,10.3,12.45,,,
+20/11/2002,2.6,,,0.2,,2.8,,,,,,,,,0,0,12.5,15.35,,,
+21/11/2002,0.4,,,0.2,,1,,,,,,,,,0,0,11.15,13.65,,,
+22/11/2002,10,,,1.8,,9,,,,,,,,,0,0,11.65,12.2,,,
+23/11/2002,0,,,0,,0,,,,,,,,,0,0,10.4,10.55,,,
+24/11/2002,2.6,,,1.2,,3,,,,,,,,,0,0,13.35,14.05,,,
+25/11/2002,0,,,1,,0,,,,,,,,,0,0,16.7,17.55,,,
+26/11/2002,1.2,,,0,,0.6,,,,,,,,,0,0,16.05,17.2,,,
+27/11/2002,0,,,0,,0,,,,,,,,,0,0,16.05,16.15,,,
+28/11/2002,0,,,0,,0,,,,,,,,,0,0,13.55,14.2,,,
+29/11/2002,5.6,,,7.4,,28,,,,,,,,,0,0,11.35,16,,,
+30/11/2002,28.6,,,1.6,,14.4,,,,,,,,,0,0,7.1,10.45,,,
+01/12/2002,6.4,,,0,,0,,,,,,,,,0,0,9.05,10.95,,,
+02/12/2002,0.4,,,0,,1,,,,,,,,,0,0,5.8,6.2,,,
+03/12/2002,5,,,0,,2,,,,,,,,,0,0,6.15,10.1,,,
+04/12/2002,0.2,,,0,,3.8,,,,,,,,,0,0,5.45,8.95,,,
+05/12/2002,8,,,0,,3,,,,,,,,,0,0,7.4,10.3,,,
+06/12/2002,2,,,0,,0.2,,,,,,,,,0,0,9.4,11.65,,,
+07/12/2002,0.6,,,0,,0.2,,,,,,,,,0,0,8.1,11.35,,,
+08/12/2002,0,,,0,,0,,,,,,,,,0,0,6.25,9.1,,,
+09/12/2002,0,,,0,,0,,,,,,,,,0,0,3.8,5.7,,,
+10/12/2002,0.2,,,0,,0,,,,,,,,,0,0,3.9,7.85,,,
+11/12/2002,0.6,,,0,,0,,,,,,,,,0,0,3.75,6.5,,,
+12/12/2002,8.8,,,0.2,,6.6,,,,,,,,,0,0,6.2,10.05,,,
+13/12/2002,19.6,,,0,,13,,,,,,,,,0,0,6.85,10.15,,,
+14/12/2002,0.6,,,0,,0.2,,,,,,,,,0,0,6.75,8.3,,,
+15/12/2002,0.6,,,0,,17.4,,,,,,,,,0,0,6,9.7,,,
+16/12/2002,15.4,,,0,,0,,,,,,,,,0,0,8.15,9.95,,,
+17/12/2002,0.2,,,0,,0.6,,,,,,,,,0,0,9.95,12.4,,,
+18/12/2002,13.2,,,1.8,,20,,,,,,,,,0,0,7.35,8.7,,,
+19/12/2002,5.2,,,0,,0,,,,,,,,,0,0,4.7,7.4,,,
+20/12/2002,0.2,,,0,,0,,,,,,,,,0,0,3.95,5.35,,,
+21/12/2002,0,,,0,,0,,,,,,,,,0,0,6.45,8.4,,,
+22/12/2002,0,,,0,,0,,,,,,,,,0,0,8.25,9,,,
+23/12/2002,3.2,,,0,,5.8,,,,,,,,,0,0,10.25,10.3,,,
+24/12/2002,3,,,0,,0.8,,,,,,,,,0,0,10.55,10.1,,,
+25/12/2002,1.8,,,0,,4.2,,,,,,,,,0,0,9.2,9.9,,,
+26/12/2002,0.2,,,0,,0,,,,,,,,,0,0,8.65,8.45,,,
+27/12/2002,0.2,,,0,,0,,,,,,,,,0,0,8.7,8.7,,,
+28/12/2002,6,,,0,,4.2,,,,,,,,,0,0,10.1,8.55,,,
+29/12/2002,2.8,,,0,,0,,,,,,,,,0,0,8.85,8.15,,,
+30/12/2002,0.2,,,0,,0,,,,,,,,,0,0,9.3,8.5,,,
+31/12/2002,4.6,,,0.6,,14.6,,,,,,,,,0,0,8.55,9,,,
+01/01/2003,12.8,,,0,,0.2,,,,,,,,,0,0,8.95,9.5,,,
+02/01/2003,0.2,,,0,,0,,,,,,,,,0,0,9.05,8.75,,,
+03/01/2003,0,,,0,,0,,,,,,,,,0,0,11.8,11.9,,,
+04/01/2003,0.2,,,0,,0,,,,,,,,,0,0,10.5,10.95,,,
+05/01/2003,0,,,0.6,,0.8,,,,,,,,,0,0,5.3,6,,,
+06/01/2003,3,,,1,,22.8,,,,,,,,,0,0,2.15,3.55,,,
+07/01/2003,11.8,,,0,,3,,,,,,,,,0,0,1.85,3.8,,,
+08/01/2003,6.2,,,0,,15.2,,,,,,,,,0,0,3,4.5,,,
+09/01/2003,21.4,,,0,,3.8,,,,,,,,,0,0,0.4,2.15,,,
+10/01/2003,5.6,,,0.6,,2.8,,,,,,,,,0,0,2.95,4.25,,,
+11/01/2003,1.6,,,0,,0,,,,,,,,,0,0,1.8,2.85,,,
+12/01/2003,0,,,0,,0,,,,,,,,,0,0,-1.1,-0.15,,,
+13/01/2003,0,,,0,,0,,,,,,,,,0,0,0.1,-0.6,,,
+14/01/2003,0,,,0,,0,,,,,,,,,0,0,3.15,2.3,,,
+15/01/2003,0.2,,,0,,0,,,,,,,,,0,0,5.25,4.2,,,
+16/01/2003,0.2,,,0,,0.2,,,,,,,,,0,0,5.85,4.65,,,
+17/01/2003,0.2,,,0,,0,,,,,,,,,0,0,6.45,6.05,,,
+18/01/2003,0,,,0,,0,,,,,,,,,0,0,6.55,6.45,,,
+19/01/2003,0,,,0,,0,,,,,,,,,0,0,7,5.4,,,
+20/01/2003,0.2,,,0,,0,,,,,,,,,0,0,7,5.65,,,
+21/01/2003,0,,,0.4,,8.4,,,,,,,,,0,0,8.35,9.95,,,
+22/01/2003,14.4,,,0.6,,2.2,,,,,,,,,0,0,9.15,9.5,,,
+23/01/2003,2.4,,,0.6,,1.2,,,,,,,,,0,0,7.8,7.15,,,
+24/01/2003,7,,,0,,0,,,,,,,,,0,0,6.5,8.8,,,
+25/01/2003,0,,,0,,0,,,,,,,,,0,0,5.55,7.25,,,
+26/01/2003,0,,,0,,0,,,,,,,,,0,0,5,5.3,,,
+27/01/2003,0,,,0,,0,,,,,,,,,0,0,6.05,5.25,,,
+28/01/2003,0,,,0,,0,,,,,,,,,0,0,8.85,6.1,,,
+29/01/2003,0,,,0,,0,,,,,,,,,0,0,5.75,5.5,,,
+30/01/2003,0,,,0,,0.2,,,,,,,,,0,0,2.4,1.4,,,
+31/01/2003,0.2,,,0,,0,,,,,,,,,0,0,1.05,3.1,,,
+01/02/2003,0.2,,,0,,0,,,,,,,,,0,0,2.5,2.2,,,
+02/02/2003,0,,,0,,0,,,,,,,,,0,0,1.5,1.3,,,
+03/02/2003,0,,,0,,2,,,,,,,,,0,0,1.2,-0.85,,,
+04/02/2003,19,,,1.6,,15.8,,,,,,,,,0,0,5.35,6.7,,,
+05/02/2003,10.8,,,0,,0,,,,,,,,,0,0,3.6,3.4,,,
+06/02/2003,0,,,0,,0,,,,,,,,,0,0,3.55,2.85,,,
+07/02/2003,0,,,0,,0,,,,,,,,,0,0,4,1.85,,,
+08/02/2003,0,,,0,,0,,,,,,,,,0,0,3.85,1.6,,,
+09/02/2003,0,,,0,,0,,,,,,,,,0,0,3.95,4.75,,,
+10/02/2003,0,,,0,,0,,,,,,,,,0,0,3,2.25,,,
+11/02/2003,0,,,0,,0,,,,,,,,,0,0,2.3,1.9,,,
+12/02/2003,0,,,0,,0,,,,,,,,,0,0,1.3,0.65,,,
+13/02/2003,0,,,0,,0,,,,,,,,,0,0,0.7,0.5,,,
+14/02/2003,0,,,0,,0,,,,,,,,,0,0,2.1,2.4,,,
+15/02/2003,0,,,0,,0,,,,,,,,,0,0,3,1.6,,,
+16/02/2003,0,,,0,,0,,,,,,,,,0,0,2.25,1.35,,,
+17/02/2003,0,,,0,,0,,,,,,,,,0,0,1.05,3.15,,,
+18/02/2003,0,,,0,,0,,,,,,,,,0,0,1.3,1,,,
+19/02/2003,0,,,0,,0,,,,,,,,,0,0,2.3,1.7,,,
+20/02/2003,0,,,0,,0,,,,,,,,,0,0,2.3,2.2,,,
+21/02/2003,0,,,0,,0,,,,,,,,,0,0,5.1,3.4,,,
+22/02/2003,0,,,0,,0,,,,,,,,,0,0,6.1,3.45,,,
+23/02/2003,0,,,0,,0,,,,,,,,,0,0,4.8,2.5,,,
+24/02/2003,0,,,0,,0,,,,,,,,,0,0,3.9,2.3,,,
+25/02/2003,0,,,0,,0,,,,,,,,,0,0,5.95,2.8,,,
+26/02/2003,0,,,0,,0,,,,,,,,,0,0,6.55,3.65,,,
+27/02/2003,0,,,0,,0,,,,,,,,,0,0,6.8,4.45,,,
+28/02/2003,0,,,0,,0,,,,,,,,,0,0,9.35,9.1,,,
+01/03/2003,3.6,,,7.8,,4.2,,,,,,,,,0,0,10.35,10.3,,,
+02/03/2003,6.6,,,13,,7,,,,,,,,,0,0,8.25,9.8,,,
+03/03/2003,18.6,,,2.6,,3.8,,,,,,,,,0,0,7.7,10.45,,,
+04/03/2003,0,,,0,,0,,,,,,,,,0,0,9.3,9.3,,,
+05/03/2003,0,,,0,,0,,,,,,,,,0,0,10.45,8.35,,,
+06/03/2003,0,,,0,,0,,,,,,,,,0,0,9.25,8.2,,,
+07/03/2003,0,,,0,,0,,,,,,,,,0,0,9.6,9.2,,,
+08/03/2003,0,,,0,,0,,,,,,,,,0,0,9.15,9,,,
+09/03/2003,0.2,,,0,,0,,,,,,,,,0,0,10.75,10.65,,,
+10/03/2003,0,,,0,,0,,,,,,,,,0,0,11.9,9.95,,,
+11/03/2003,0.2,,,0,,0,,,,,,,,,0,0,11.3,11.05,,,
+12/03/2003,0.2,,,0,,0,,,,,,,,,0,0,11.7,10.3,,,
+13/03/2003,0,,,0,,0,,,,,,,,,0,0,10.95,10.3,,,
+14/03/2003,0,,,0,,0,,,,,,,,,0,0,6.7,6.1,,,
+15/03/2003,0,,,0,,0,,,,,,,,,0,0,4.65,4.25,,,
+16/03/2003,0,,,0,,0,,,,,,,,,0,0,4.7,6.15,,,
+17/03/2003,0,,,0,,0,,,,,,,,,0,0,7.95,7.15,,,
+18/03/2003,0,,,0,,0,,,,,,,,,0,0,10.4,6.95,,,
+19/03/2003,0,,,0,,0,,,,,,,,,0,0,9.55,8.3,,,
+20/03/2003,0,,,0,,0,,,,,,,,,0,0,10.2,7.9,,,
+21/03/2003,0,,,0,,0,,,,,,,,,0,0,10.75,9,,,
+22/03/2003,0,,,0,,0,,,,,,,,,0,0,10.75,8.8,,,
+23/03/2003,0,,,0,,0,,,,,,,,,0,0,7.75,6.75,,,
+24/03/2003,0,,,0,,0,,,,,,,,,0,0,10.35,8.75,,,
+25/03/2003,0,,,0,,0,,,,,,,,,0,0,11,8.7,,,
+26/03/2003,0,,,0,,0,,,,,,,,,0,0,11.15,8.85,,,
+27/03/2003,0,,,0,,0,,,,,,,,,0,0,11.2,9.3,,,
+28/03/2003,0,,,0,,0,,,,,,,,,0,0,11.4,9.4,,,
+29/03/2003,0,,,0,,0,,,,,,,,,0,0,12.5,10.25,,,
+30/03/2003,0,,,0,,0,,,,,,,,,0,0,13.55,11.05,,,
+31/03/2003,0,,,0,,0,,,,,,,,,0,0,13.55,13.95,,,
+01/04/2003,0.2,,,0,,0,,,,,,,,,0,0,14.7,13.4,,,
+02/04/2003,0,,,0,,0,,,,,,,,,0,0,11.15,9.1,,,
+03/04/2003,19.6,,,0,,0,,,,,,,,,0,0,7.65,7.9,,,
+04/04/2003,16.6,,,0,,0,,,,,,,,,0,0,9.6,8.5,,,
+05/04/2003,0,,,0,,0,,,,,,,,,0,0,11.2,10.95,,,
+06/04/2003,0,,,0,,0.2,,,,,,,,,0,0,11.2,11.4,,,
+07/04/2003,0.2,,,0,,0,,,,,,,,,0,0,4.3,3.5,,,
+08/04/2003,0,,,0,,0,,,,,,,,,0,0,3.65,4.2,,,
+09/04/2003,0,,,0,,0,,,,,,,,,0,0,6.6,3.95,,,
+10/04/2003,0,,,6.6,,9,,,,,,,,,0,0,9.95,7.45,,,
+11/04/2003,8.6,,,0.2,,0,,,,,,,,,0,0,12.9,8.85,,,
+12/04/2003,5.6,,,18.8,,18,,,,,,,,,0,0,15.2,11.75,,,
+13/04/2003,1.2,,,0,,0,,,,,,,,,0,0,16.3,11.65,,,
+14/04/2003,0,,,0,,0,,,,,,,,,0,0,18.85,12.5,,,
+15/04/2003,0,,,0,,0,,,,,,,,,0,0,18.4,12.5,,,
+16/04/2003,0,,,0,,0,,,,,,,,,0,0,17.75,12.9,,,
+17/04/2003,0,,,0,,0,,,,,,,,,0,0,19.2,14.9,,,
+18/04/2003,0,,,0,,0,,,,,,,,,0,0,17.5,13.65,,,
+19/04/2003,0,,,0,,0,,,,,,,,,0,0,16.9,12.25,,,
+20/04/2003,0,,,5.4,,6,,,,,,,,,0,0,15.45,12.55,,,
+21/04/2003,33.2,,,46.4,,37,,,,,,,,,0,0,15.2,12.6,,,
+22/04/2003,5.6,,,0.2,,0,,,,,,,,,0,0,16.55,14.7,,,
+23/04/2003,0,,,0,,0,,,,,,,,,0,0,17.6,14.25,,,
+24/04/2003,0,,,0,,0,,,,,,,,,0,0,16.35,14,,,
+25/04/2003,0,,,0.2,,0,,,,,,,,,0,0,18.65,16.55,,,
+26/04/2003,0,,,0,,0,,,,,,,,,0,0,17.9,14.7,,,
+27/04/2003,4.8,,,4.4,,3,,,,,,,,,0,0,17.8,16.1,,,
+28/04/2003,0,,,0.2,,0,,,,,,,,,0,0,17.45,15.35,,,
+29/04/2003,0,,,0.2,,0,,,,,,,,,0,0,19.35,16.1,,,
+30/04/2003,0,,,0,,0,,,,,,,,,0,0,20.1,17.05,,,
+01/05/2003,0,,,0,,0,,,,,,,,,0,0,22.3,19.7,,,
+02/05/2003,0,,,0,,0,,,,,,,,,0,0,20.4,18.7,,,
+03/05/2003,0,,,0,,0,,,,,,,,,0,0,22.65,19.75,,,
+04/05/2003,0,,,0,,0,,,,,,,,,0,0,23.95,21.35,,,
+05/05/2003,0,,,0,,0,,,,,,,,,0,0,24.4,20.1,,,
+06/05/2003,0,,,0,,0,,,,,,,,,0,0,24.9,20.65,,,
+07/05/2003,0,,,0,,0,,,,,,,,,0,0,24.05,22,,,
+08/05/2003,0,,,0,,0,,,,,,,,,0,0,23.8,21.7,,,
+09/05/2003,0,,,0,,0,,,,,,,,,0,0,20.05,19.5,,,
+10/05/2003,0.2,,,1,,0.8,,,,,,,,,0,0,18.25,17.15,,,
+11/05/2003,2.4,,,0,,0,,,,,,,,,0,0,22.15,20.3,,,
+12/05/2003,0,,,0.2,,0,,,,,,,,,0,0,21.1,19.75,,,
+13/05/2003,0,,,0,,0,,,,,,,,,0,0,19.45,18.4,,,
+14/05/2003,0,,,0,,0,,,,,,,,,0,0,17.55,16.4,,,
+15/05/2003,0,,,0,,0,,,,,,,,,0,0,16.95,15.5,,,
+16/05/2003,0,,,0,,0,,,,,,,,,0,0,16.45,14.8,,,
+17/05/2003,0,,,0,,0,,,,,,,,,0,0,16.8,16.25,,,
+18/05/2003,0,,,0,,0,,,,,,,,,0,0,17.55,17.25,,,
+19/05/2003,0,,,0,,0,,,,,,,,,0,0,17.55,16.3,,,
+20/05/2003,0,,,0,,0,,,,,,,,,0,0,17.25,16.9,,,
+21/05/2003,1.2,,,0,,2.6,,,,,,,,,0,0,15.15,16.45,,,
+22/05/2003,3.2,,,0,,0,,,,,,,,,0,0,15,16.4,,,
+23/05/2003,0,,,0,,0,,,,,,,,,0,0,17.8,17.4,,,
+24/05/2003,0,,,0,,0,,,,,,,,,0,0,18.85,18.05,,,
+25/05/2003,0,,,0,,0,,,,,,,,,0,0,18.55,18.25,,,
+26/05/2003,0,,,0,,0,,,,,,,,,0,0,18.35,18,,,
+27/05/2003,0,,,0,,0.2,,,,,,,,,0,0,19.35,20.7,,,
+28/05/2003,0,,,0,,0,,,,,,,,,0,0,20.5,22.35,,,
+29/05/2003,4.6,,,0,,0,,,,,,,,,0,0,21.85,21.6,,,
+30/05/2003,0,,,0,,1.8,,,,,,,,,0,0,21.15,19.55,,,
+31/05/2003,0,,,0.2,,0.2,,,,,,,,,0,0,20.55,21.15,,,
+01/06/2003,0,,,0,,0,,,,,,,,,0,0,20.9,20.65,,,
+02/06/2003,0,,,0.2,,0,,,,,,,,,0,0,20.75,21.7,,,
+03/06/2003,0,,,0,,0,,,,,,,,,0,0,21,21.75,,,
+04/06/2003,0,,,0.2,,0,,,,,,,,,0,0,21.9,22.05,,,
+05/06/2003,0,,,0,,1.4,,,,,,,,,0,0,23.25,23,,,
+06/06/2003,0,,,0,,2.6,,,,,,,,,0,0,22.25,23.15,,,
+07/06/2003,0,,,1.8,,65,,,,,,,,,0,0,22.8,23.65,,,
+08/06/2003,18,,,0.2,,0.2,,,,,,,,,0,0,22.3,22.9,,,
+09/06/2003,0.6,,,0,,0,,,,,,,,,0,0,23.45,24.1,,,
+10/06/2003,0,,,0,,0,,,,,,,,,0,0,23.6,23.75,,,
+11/06/2003,0,,,0,,0,,,,,,,,,0,0,23.6,23.05,,,
+12/06/2003,0,,,0,,0,,,,,,,,,0,0,25.75,25.6,,,
+13/06/2003,0,,,0,,0,,,,,,,,,0,0,25.85,25.9,,,
+14/06/2003,0,,,0,,0,,,,,,,,,0,0,25.65,25.6,,,
+15/06/2003,0,,,0,,0,,,,,,,,,0,0,24.45,24.9,,,
+16/06/2003,0,,,0,,0.4,,,,,,,,,0,0,25.5,26.4,,,
+17/06/2003,0,,,0.2,,0,,,,,,,,,0,0,23.4,25.3,,,
+18/06/2003,11.8,,,20.6,,38,,,,,,,,,0,0,21.95,23.9,,,
+19/06/2003,49.8,,,0.2,,0.2,,,,,,,,,0,0,22.7,23.75,,,
+20/06/2003,0,,,0,,0,,,,,,,,,0,0,23.1,24.1,,,
+21/06/2003,0,,,0,,0,,,,,,,,,0,0,24.5,24.6,,,
+22/06/2003,0,,,0,,0,,,,,,,,,0,0,23.85,25,,,
+23/06/2003,0,,,0,,0,,,,,,,,,0,0,23.9,24.1,,,
+24/06/2003,0,,,0.2,,0,,,,,,,,,0,0,24.55,25.25,,,
+25/06/2003,0,,,0,,0,,,,,,,,,0,0,25.55,24.55,,,
+26/06/2003,0,,,0,,0,,,,,,,,,0,0,24.95,24.1,,,
+27/06/2003,0,,,0,,0,,,,,,,,,0,0,24.15,25.25,,,
+28/06/2003,0,,,0,,0,,,,,,,,,0,0,24.85,25.8,,,
+29/06/2003,0,,,0,,0,,,,,,,,,0,0,24.9,25.2,,,
+30/06/2003,0,,,0,,0,,,,,,,,,0,0,23.6,24.7,,,
+01/07/2003,0,,,0,,0,,,,,,,,,0,0,25.35,26.35,,,
+02/07/2003,0,,,0,,0,,,,,,,,,0,0,21.95,22.45,,,
+03/07/2003,0,,,0,,0,,,,,,,,,0,0,21.45,21.7,,,
+04/07/2003,0,,,0,,0,,,,,,,,,0,0,21.2,20.65,,,
+05/07/2003,0,,,0,,0,,,,,,,,,0,0,20.65,21.55,,,
+06/07/2003,0,,,0,,0,,,,,,,,,0,0,21.25,21.9,,,
+07/07/2003,0,,,0,,0,,,,,,,,,0,0,21.9,22.45,,,
+08/07/2003,0,,,0,,0,,,,,,,,,0,0,23.7,23.4,,,
+09/07/2003,0,,,0,,0,,,,,,,,,0,0,24.05,22.65,,,
+10/07/2003,0,,,0,,14.6,,,,,,,,,0,0,24.05,24.85,,,
+11/07/2003,1.2,,,0,,0,,,,,,,,,0,0,24.35,24.2,,,
+12/07/2003,0,,,0,,0.4,,,,,,,,,0,0,24.6,24.85,,,
+13/07/2003,0,,,0,,0,,,,,,,,,0,0,25.15,25.6,,,
+14/07/2003,0,,,0,,0.2,,,,,,,,,0,0,25.5,25.55,,,
+15/07/2003,0,,,0,,1,,,,,,,,,0,0,24.6,26.2,,,
+16/07/2003,0,,,0,,0,,,,,,,,,0,0,25.15,25.6,,,
+17/07/2003,0,,,0,,0,,,,,,,,,0,0,25.5,26.15,,,
+18/07/2003,0,,,0,,0,,,,,,,,,0,0,25.1,24.1,,,
+19/07/2003,0,,,0,,0,,,,,,,,,0,0,25.75,26.95,,,
+20/07/2003,0,,,0,,0,,,,,,,,,0,0,27.45,26.55,,,
+21/07/2003,0,,,0,,0,,,,,,,,,0,0,27.1,26.1,,,
+22/07/2003,0,,,0,,0,,,,,,,,,0,0,27.25,26.3,,,
+23/07/2003,0,,,0,,0,,,,,,,,,0,0,27.55,26.85,,,
+24/07/2003,0,,,0.2,,0,,,,,,,,,0,0,25.45,27.5,,,
+25/07/2003,0,,,0,,0,,,,,,,,,0,0,24.7,25.4,,,
+26/07/2003,0,,,0,,0,,,,,,,,,0,0,24.25,24.25,,,
+27/07/2003,0,,,0,,0,,,,,,,,,0,0,26.4,27.25,,,
+28/07/2003,0,,,0,,0,,,,,,,,,0,0,26.2,25.95,,,
+29/07/2003,0,,,0,,0,,,,,,,,,0,0,25.15,24.8,,,
+30/07/2003,0.4,,,0,,0,,,,,,,,,0,0,24.6,26.25,,,
+31/07/2003,0,,,4.6,,11.2,,,,,,,,,0,0,20.5,20,,,
+01/08/2003,5.4,,,0,,0,,,,,,,,,0,0,22.6,23.2,,,
+02/08/2003,0,,,0,,0,,,,,,,,,0,0,25.65,25.1,,,
+03/08/2003,0,,,0,,0,,,,,,,,,0,0,28.05,26.85,,,
+04/08/2003,0,,,0,,0,,,,,,,,,0,0,28.95,27.5,,,
+05/08/2003,0,,,0,,0,,,,,,,,,0,0,29.95,27.8,,,
+06/08/2003,0,,,0,,0,,,,,,,,,0,0,29.55,27.9,,,
+07/08/2003,0,,,30.4,,0,,,,,,,,,0,0,29.1,28.75,,,
+08/08/2003,2.6,,,0,,0,,,,,,,,,0,0,27.8,27.15,,,
+09/08/2003,0,,,0,,0,,,,,,,,,0,0,27.25,25.85,,,
+10/08/2003,0,,,0,,0,,,,,,,,,0,0,28.1,26.95,,,
+11/08/2003,0,,,0,,0,,,,,,,,,0,0,27.3,27.15,,,
+12/08/2003,0,,,0,,0,,,,,,,,,0,0,27.5,27.55,,,
+13/08/2003,0,,,0,,0,,,,,,,,,0,0,27.9,27.7,,,
+14/08/2003,0,,,0,,0,,,,,,,,,0,0,26.05,26.8,,,
+15/08/2003,0,,,0,,0,,,,,,,,,0,0,26.25,26.7,,,
+16/08/2003,0,,,0,,0,,,,,,,,,0,0,27.45,27.45,,,
+17/08/2003,0,,,0,,0,,,,,,,,,0,0,27.25,26.75,,,
+18/08/2003,0,,,0,,0,,,,,,,,,0,0,28.5,27.95,,,
+19/08/2003,0,,,2.2,,11.8,,,,,,,,,0,0,24,24.95,,,
+20/08/2003,7.2,,,0,,0,,,,,,,,,0,0,25.2,26.65,,,
+21/08/2003,0,,,0,,0,,,,,,,,,0,0,25.85,26.55,,,
+22/08/2003,0,,,0,,0,,,,,,,,,0,0,26,26.3,,,
+23/08/2003,0,,,0,,0,,,,,,,,,0,0,25.1,26.15,,,
+24/08/2003,0,,,0,,0,,,,,,,,,0,0,25.2,26.55,,,
+25/08/2003,0,,,6.2,,1.8,,,,,,,,,0,0,25.35,25.75,,,
+26/08/2003,4.2,,,0,,0,,,,,,,,,0,0,23.3,25.9,,,
+27/08/2003,0.2,,,0,,0,,,,,,,,,0,0,24.35,26.2,,,
+28/08/2003,0,,,0,,0,,,,,,,,,0,0,25.8,27.3,,,
+29/08/2003,0,,,0,,0,,,,,,,,,0,0,25.15,27.15,,,
+30/08/2003,0,,,0,,0,,,,,,,,,0,0,25.2,25.75,,,
+31/08/2003,0,,,0,,0,,,,,,,,,0,0,22.55,23.3,,,
+01/09/2003,0,,,1.8,,1.8,,,,,,,,,0,0,19.35,19.25,,,
+02/09/2003,2.6,,,0,,0,,,,,,,,,0,0,20.4,19.85,,,
+03/09/2003,0,,,0,,0,,,,,,,,,0,0,19.8,20.75,,,
+04/09/2003,0,,,0,,0,,,,,,,,,0,0,18.3,18.25,,,
+05/09/2003,0,,,0,,0,,,,,,,,,0,0,19.4,17.4,,,
+06/09/2003,0.4,,,6.8,,0,,,,,,,,,0,0,20.55,21.85,,,
+07/09/2003,0,,,0.8,,0,,,,,,,,,0,0,21.5,21.45,,,
+08/09/2003,1.2,,,3.8,,0.8,,,,,,,,,0,0,19.3,22,,,
+09/09/2003,0.2,,,5.6,,2.8,,,,,,,,,0,0,16.4,18.05,,,
+10/09/2003,9.4,,,0.2,,0,,,,,,,,,0,0,18.3,19.85,,,
+11/09/2003,0,,,0.2,,0,,,,,,,,,0,0,19.85,18.65,,,
+12/09/2003,0,,,0,,0,,,,,,,,,0,0,19.7,19.4,,,
+13/09/2003,0,,,0,,0,,,,,,,,,0,0,19.75,17.95,,,
+14/09/2003,0.2,,,0,,0,,,,,,,,,0,0,17.1,17.1,,,
+15/09/2003,0,,,0,,0,,,,,,,,,0,0,18.15,18,,,
+16/09/2003,0,,,0,,0,,,,,,,,,0,0,19.1,18.1,,,
+17/09/2003,0,,,0,,0,,,,,,,,,0,0,19.75,18.5,,,
+18/09/2003,0,,,0,,0,,,,,,,,,0,0,20.2,18.3,,,
+19/09/2003,0,,,0,,0,,,,,,,,,0,0,21.6,19.7,,,
+20/09/2003,0,,,0,,0,,,,,,,,,0,0,21.3,20.8,,,
+21/09/2003,0,,,0,,0,,,,,,,,,0,0,21.4,20.65,,,
+22/09/2003,0,,,0,,0,,,,,,,,,0,0,21.2,15.15,,,
+23/09/2003,0,,,9.2,,5.4,,,,,,,,,0,0,19.7,19.15,,,
+24/09/2003,5.6,,,5,,0,,,,,,,,,0,0,19.75,22.25,,,
+25/09/2003,0,,,0,,0,,,,,,,,,0,0,17.15,17.65,,,
+26/09/2003,0,,,0,,0,,,,,,,,,0,0,16.7,16.8,,,
+27/09/2003,0,,,0,,0,,,,,,,,,0,0,16.35,16,,,
+28/09/2003,0.8,,,21,,17.2,,,,,,,,,0,0,16.1,17.1,,,
+29/09/2003,34,,,15,,17.8,,,,,,,,,0,0,17,18.9,,,
+30/09/2003,0.2,,,0.4,,0,,,,,,,,,0,0,17.15,18.95,,,
+01/10/2003,0,,,0,,0,,,,,,,,,0,0,18,19.5,,,
+02/10/2003,0,,,0,,0,,,,,,,,,0,0,20.6,21.55,,,
+03/10/2003,0,,,0.2,,0,,,,,,,,,0,0,21.65,22.9,,,
+04/10/2003,0,,,40.8,,9.4,,,,,,,,,0,0,18.6,21.35,,,
+05/10/2003,24.8,,,4,,6.2,,,,,,,,,0,0,12.6,15.4,,,
+06/10/2003,5.8,,,0,,0,,,,,,,,,0,0,13.05,14.1,,,
+07/10/2003,0.2,,,0,,0,,,,,,,,,0,0,13.5,14.75,,,
+08/10/2003,0.4,,,1,,0.6,,,,,,,,,0,0,13.85,14.3,,,
+09/10/2003,0,,,0,,0,,,,,,,,,0,0,14.25,14.1,,,
+10/10/2003,0.2,,,0.2,,0,,,,,,,,,0,0,16.3,16.05,,,
+11/10/2003,0.2,,,0.2,,0.2,,,,,,,,,0,0,15.65,16.5,,,
+12/10/2003,0,,,0.2,,0,,,,,,,,,0,0,16.4,17.1,,,
+13/10/2003,0,,,0,,0,,,,,,,,,0,0,18.4,18.7,,,
+14/10/2003,0.2,,,0.2,,0,,,,,,,,,0,0,17,16.8,,,
+15/10/2003,0,,,0,,0,,,,,,,,,0,0,12.45,14.1,,,
+16/10/2003,0,,,0,,0,,,,,,,,,0,0,11.9,12.35,,,
+17/10/2003,0,,,0,,0,,,,,,,,,0,0,9.25,10.95,,,
+18/10/2003,0,,,7.6,,2.2,,,,,,,,,0,0,7.35,9.95,,,
+19/10/2003,4.6,,,0,,0,,,,,,,,,0,0,12.75,14.7,,,
+20/10/2003,1.8,,,19.2,,46.4,,,,,,,,,0,0,14.2,15,,,
+21/10/2003,16.8,,,0,,0,,,,,,,,,0,0,15.15,14.95,,,
+22/10/2003,0.2,,,2.8,,1,,,,,,,,,0,0,11.75,13.75,,,
+23/10/2003,2,,,7.6,,7.2,,,,,,,,,0,0,11.25,11.1,,,
+24/10/2003,8.4,,,9.8,,3,,,,,,,,,0,0,9.2,9.45,,,
+25/10/2003,1.4,,,0.2,,0.2,,,,,,,,,0,0,8.05,8.3,,,
+26/10/2003,0,,,19.6,,15.4,,,,,,,,,0,0,6.7,6.05,,,
+27/10/2003,28,,,10.4,,9,,,,,,,,,0,0,8,10.6,,,
+28/10/2003,0,,,2.4,,2.4,,,,,,,,,0,0,7,7.35,,,
+29/10/2003,6.8,,,5.6,,9.2,,,,,,,,,0,0,10.35,12.9,,,
+30/10/2003,17.8,,,4,,7.6,,,,,,,,,0,0,9.75,12.35,,,
+31/10/2003,3,,,3,,0.8,,,,,,,,,0,0,12.4,13.7,,,
+01/11/2003,5.8,,,43.8,,19.6,,,,,,,,,0,0,12.85,16.35,,,
+02/11/2003,26.4,,,0.4,,0.4,,,,,,,,,0,0,11.45,14.35,,,
+03/11/2003,0.8,,,0.2,,0.2,,,,,,,,,0,0,11.55,14,,,
+04/11/2003,0.2,,,0.2,,0.2,,,,,,,,,0,0,11.15,12.85,,,
+05/11/2003,0.2,,,0,,0,,,,,,,,,0,0,12.6,12.6,,,
+06/11/2003,0,,,0,,0,,,,,,,,,0,0,10.35,11.05,,,
+07/11/2003,1.2,,,16.6,,18.8,,,,,,,,,0,0,7.25,9.25,,,
+08/11/2003,21.8,,,8.6,,8.4,,,,,,,,,0,0,11.2,15.1,,,
+09/11/2003,0.4,,,0,,0.2,,,,,,,,,0,0,13.8,14.55,,,
+10/11/2003,0.2,,,0.4,,0.2,,,,,,,,,0,0,12.2,13.3,,,
+11/11/2003,0.2,,,0,,0,,,,,,,,,0,0,8.7,9.55,,,
+12/11/2003,0,,,0,,0,,,,,,,,,0,0,6.95,7.1,,,
+13/11/2003,0,,,0,,0,,,,,,,,,0,0,8.35,9.05,,,
+14/11/2003,0.2,,,0.2,,0,,,,,,,,,0,0,8.05,7.65,,,
+15/11/2003,0.2,,,6.2,,4.6,,,,,,,,,0,0,7.85,10.5,,,
+16/11/2003,9.4,,,9,,9,,,,,,,,,0,0,11.25,14.8,,,
+17/11/2003,0,,,0,,0,,,,,,,,,0,0,14.05,15.85,,,
+18/11/2003,0.4,,,0.4,,0,,,,,,,,,0,0,13,16.05,,,
+19/11/2003,0.2,,,0.4,,0,,,,,,,,,0,0,12.8,14.3,,,
+20/11/2003,0.2,,,0.2,,0,,,,,,,,,0,0,10.4,12.35,,,
+21/11/2003,0.2,,,0.2,,0,,,,,,,,,0,0,9.45,12.3,,,
+22/11/2003,0,,,0.4,,0,,,,,,,,,0,0,11.6,13.3,,,
+23/11/2003,0,,,0,,0,,,,,,,,,0,0,12.3,14.95,,,
+24/11/2003,0.2,,,29.2,,22.6,,,,,,,,,0,0,12.35,15.5,,,
+25/11/2003,24,,,0.2,,0,,,,,,,,,0,0,12.25,16.1,,,
+26/11/2003,42.2,,,59.4,,53,,,,,,,,,0,0,11.25,15.6,,,
+27/11/2003,8,,,18.8,,18.8,,,,,,,,,0,0,10.6,14.95,,,
+28/11/2003,29.6,,,11,,0,,,,,,,,,0,0,6.3,10.35,,,
+29/11/2003,0.6,,,0.2,,0,,,,,,,,,0,0,5.35,11.65,,,
+30/11/2003,0.4,,,0.4,,0.2,,,,,,,,,0,0,3.9,9.4,,,
+01/12/2003,1.8,,,3.8,,2.8,,,,,,,,,0,0,6.7,10.45,,,
+02/12/2003,1.4,,,1.4,,0.2,,,,,,,,,0,0,9.05,12.1,,,
+03/12/2003,0.4,,,0,,0,,,,,,,,,0,0,11.85,13.8,,,
+04/12/2003,0,,,4.4,,3.4,,,,,,,,,0,0,8.7,11,,,
+05/12/2003,5.2,,,5.4,,0.6,,,,,,,,,0,0,11.35,13.95,,,
+06/12/2003,0.2,,,0.2,,0,,,,,,,,,0,0,10.9,12.45,,,
+07/12/2003,0.4,,,0.6,,0.4,,,,,,,,,0,0,5.1,6.3,,,
+08/12/2003,0,,,0,,0,,,,,,,,,0,0,1.95,3.75,,,
+09/12/2003,0,,,2.6,,3.4,,,,,,,,,0,0,1.6,4,,,
+10/12/2003,4.2,,,17.2,,13.8,,,,,,,,,0,0,4.2,4.55,,,
+11/12/2003,15.4,,,3,,0.6,,,,,,,,,0,0,6.2,9.9,,,
+12/12/2003,0.2,,,0,,0,,,,,,,,,0,0,8.95,12.4,,,
+13/12/2003,0.2,,,0,,0,,,,,,,,,0,0,8,8.8,,,
+14/12/2003,0,,,0,,0,,,,,,,,,0,0,5.5,8.7,,,
+15/12/2003,0.2,,,0,,0.2,,,,,,,,,0,0,6.45,11.05,,,
+16/12/2003,0,,,0,,0,,,,,,,,,0,0,2.05,7.25,,,
+17/12/2003,0,,,0,,0,,,,,,,,,0,0,2.15,4.45,,,
+18/12/2003,0,,,0,,0,,,,,,,,,0,0,3.25,6.3,,,
+19/12/2003,0,,,0,,0,,,,,,,,,0,0,3.7,6.5,,,
+20/12/2003,0,,,0,,0,,,,,,,,,0,0,6.1,8.45,,,
+21/12/2003,0,,,0.6,,0,,,,,,,,,0,0,7,9.7,,,
+22/12/2003,2.6,,,0.4,,1.8,,,,,,,,,0,0,6.2,10.8,,,
+23/12/2003,0,,,0,,0,,,,,,,,,0,0,-0.75,7.05,,,
+24/12/2003,0,,,0,,0,,,,,,,,,0,0,-0.05,5.2,,,
+25/12/2003,0,,,0,,0,,,,,,,,,0,0,1.35,5.05,,,
+26/12/2003,0,,,0,,0,,,,,,,,,0,0,7.1,4.85,,,
+27/12/2003,0,,,0,,0,,,,,,,,,0,0,5.55,5.35,,,
+28/12/2003,1.4,,,1,,0.8,,,,,,,,,0,0,6.9,10.55,,,
+29/12/2003,8.4,,,41.4,,32,,,,,,,,,0,0,8.3,14.7,,,
+30/12/2003,31.8,,,5.8,,7.2,,,,,,,,,0,0,6.95,14.5,,,
+31/12/2003,5.2,,,0,,0,,,,,,,,,0,0,5.4,12.15,,,
+01/01/2004,0.2,,,0,,0,,,,,,,,,0,0,6.2,0,,,
+02/01/2004,0,,,0.2,,0,,,,,,,,,0,0,4,0,,,
+03/01/2004,5.4,,,4.6,,2.2,,,,,,,,,0,0,2.55,0,,,
+04/01/2004,0,,,0,,0,,,,,,,,,0,0,1.15,0,,,
+05/01/2004,0,,,0,,0,,,,,,,,,0,0,2.25,0,,,
+06/01/2004,0.4,,,0.2,,0,,,,,,,,,0,0,4.5,0,,,
+07/01/2004,0,,,0,,0,,,,,,,,,0,0,4.65,0,,,
+08/01/2004,0,,,0,,0,,,,,,,,,0,0,6.6,0,,,
+09/01/2004,2.6,,,2.2,,3,,,,,,,,,0,0,7.15,0,,,
+10/01/2004,0.4,,,1.2,,0.6,,,,,,,,,0,0,7.2,0,,,
+11/01/2004,0,,,0,,0,,,,,,,,,0,0,6.2,0,,,
+12/01/2004,1.2,,,0,,0.8,,,,,,,,,0,0,9.25,0,,,
+13/01/2004,0,,,0,,0,,,,,,,,,0,0,12,0,,,
+14/01/2004,0,,,0,,0,,,,,,,,,0,0,11.85,0,,,
+15/01/2004,4.4,,,0.8,,3.2,,,,,,,,,0,0,6.75,0,,,
+16/01/2004,0,,,0,,0,,,,,,,,,0,0,4.7,0,,,
+17/01/2004,0,,,0,,0,,,,,,,,,0,0,9.1,0,,,
+18/01/2004,5.8,,,11.2,,4,,,,,,,,,0,0,6.35,0,,,
+19/01/2004,14.4,,,11,,11.6,,,,,,,,,0,0,4.5,0,,,
+20/01/2004,0,,,0,,0,,,,,,,,,0,0,4.1,0,,,
+21/01/2004,0.2,,,0.2,,0,,,,,,,,,0,0,4.05,0,,,
+22/01/2004,0,,,0,,0,,,,,,,,,0,0,0.9,0,,,
+23/01/2004,0,,,0,,0,,,,,,,,,0,0,-0.1,0,,,
+24/01/2004,0,,,0,,0,,,,,,,,,0,0,0.4,0,,,
+25/01/2004,0,,,0,,0,,,,,,,,,0,0,-1.65,0,,,
+26/01/2004,0,,,0,,0.2,,,,,,,,,0,0,-1.2,0,,,
+27/01/2004,13.8,,,14.4,,10.2,,,,,,,,,0,0,4.25,0,,,
+28/01/2004,1.8,,,2.2,,2.2,,,,,,,,,0,0,2.85,0,,,
+29/01/2004,0,,,0,,0,,,,,,,,,0,0,-0.45,0,,,
+30/01/2004,0.6,,,4.2,,0.2,,,,,,,,,0,0,1.8,0,,,
+31/01/2004,15,,,5.4,,10,,,,,,,,,0,0,2.75,0,,,
+01/02/2004,0.2,,,0,,0,,,,,,,,,0,0,5.6,0,,,
+02/02/2004,0,,,0,,0,,,,,,,,,0,0,7.6,0,,,
+03/02/2004,0,,,0,,0,,,,,,,,,0,0,8.55,0,,,
+04/02/2004,0,,,0,,0,,,,,,,,,0,0,7.95,0,,,
+05/02/2004,0,,,0,,0,,,,,,,,,0,0,7.35,0,,,
+06/02/2004,0.4,,,0,,0,,,,,,,,,0,0,8.2,0,,,
+07/02/2004,0.4,,,0,,0.2,,,,,,,,,0,0,8.8,0,,,
+08/02/2004,0,,,0,,0,,,,,,,,,0,0,8.8,0,,,
+09/02/2004,0.2,,,0.2,,0,,,,,,,,,0,0,7.5,0,,,
+10/02/2004,0,,,0.2,,0,,,,,,,,,0,0,7.5,0,,,
+11/02/2004,0.2,,,0.2,,0.2,,,,,,,,,0,0,6.75,0,,,
+12/02/2004,2,,,1.6,,1.4,,,,,,,,,0,0,6,0,,,
+13/02/2004,0,,,0,,0,,,,,,,,,0,0,3.65,0,,,
+14/02/2004,0,,,0,,0,,,,,,,,,0,0,5.2,0,,,
+15/02/2004,0,,,0,,0,,,,,,,,,0,0,7.9,0,,,
+16/02/2004,0,,,0,,0,,,,,,,,,0,0,8.1,0,,,
+17/02/2004,0,,,0,,0,,,,,,,,,0,0,6.85,0,,,
+18/02/2004,0,,,0,,0,,,,,,,,,0,0,4.7,0,,,
+19/02/2004,14.8,,,17.8,,13.4,,,,,,,,,0,0,3.5,0,,,
+20/02/2004,15.6,,,15.4,,12.6,,,,,,,,,0,0,6.6,0,,,
+21/02/2004,1.4,,,1.6,,0.4,,,,,,,,,0,0,8.9,0,,,
+22/02/2004,5.2,,,6,,5.8,,,,,,,,,0,0,10.95,0,,,
+23/02/2004,19.2,,,9,,13.4,,,,,,,,,0,0,9.75,0,,,
+24/02/2004,0,,,0.8,,0,,,,,,,,,0,0,4,0,,,
+25/02/2004,0,,,0.2,,0.2,,,,,,,,,0,0,1.45,0,,,
+26/02/2004,9.6,,,12.6,,8,,,,,,,,,0,0,6.05,0,,,
+27/02/2004,4.6,,,5.4,,4.6,,,,,,,,,0,0,4.1,0,,,
+28/02/2004,10.4,,,11,,7.4,,,,,,,,,0,0,1.85,0,,,
+29/02/2004,11.6,,,7.6,,10.4,,,,,,,,,0,0,1.7,0,,,
+01/03/2004,5.4,,,8,,1.2,,,,,,,,,0,0,0.35,7.2,,,
+02/03/2004,2.8,,,1.8,,2,,,,,,,,,0,0,1.6,5.65,,,
+03/03/2004,0.2,,,0,,0,,,,,,,,,0,0,4.05,3.9,,,
+04/03/2004,0,,,0,,0,,,,,,,,,0,0,6.9,4.9,,,
+05/03/2004,0,,,0,,0,,,,,,,,,0,0,7.95,8.4,,,
+06/03/2004,0.2,,,0.2,,0,,,,,,,,,0,0,4.3,5.85,,,
+07/03/2004,13.8,,,5.8,,9.8,,,,,,,,,0,0,3.15,4.65,,,
+08/03/2004,0.6,,,0.4,,0.4,,,,,,,,,0,0,3.5,3.85,,,
+09/03/2004,0.2,,,0,,0,,,,,,,,,0,0,4.15,5,,,
+10/03/2004,0,,,0,,0,,,,,,,,,0,0,4.3,4.1,,,
+11/03/2004,1.8,,,0.4,,0.8,,,,,,,,,0,0,4.2,4.2,,,
+12/03/2004,4.4,,,4.8,,3.4,,,,,,,,,0,0,5.3,5.45,,,
+13/03/2004,0,,,0,,0,,,,,,,,,0,0,7.6,6.3,,,
+14/03/2004,0,,,0,,0,,,,,,,,,0,0,10.8,9.5,,,
+15/03/2004,0,,,0,,0,,,,,,,,,0,0,12.95,11.7,,,
+16/03/2004,0.2,,,0.2,,0,,,,,,,,,0,0,13.8,12.5,,,
+17/03/2004,0,,,0.4,,0,,,,,,,,,0,0,15.25,12.15,,,
+18/03/2004,0,,,0,,0,,,,,,,,,0,0,15.1,12.05,,,
+19/03/2004,0.2,,,0.2,,0,,,,,,,,,0,0,8.8,9.4,,,
+20/03/2004,0,,,0,,0,,,,,,,,,0,0,10.7,11.35,,,
+21/03/2004,0,,,0,,0,,,,,,,,,0,0,11.8,11.6,,,
+22/03/2004,0,,,0,,0,,,,,,,,,0,0,11.95,11.25,,,
+23/03/2004,6.6,,,7.4,,5.4,,,,,,,,,0,0,6.9,7.1,,,
+24/03/2004,2.6,,,2.6,,1,,,,,,,,,0,0,4.2,3.9,,,
+25/03/2004,6.4,,,10.4,,7,,,,,,,,,0,0,5.35,6.55,,,
+26/03/2004,1.2,,,6.6,,0,,,,,,,,,0,0,6.65,5.8,,,
+27/03/2004,0,,,0.2,,0.2,,,,,,,,,0,0,6.3,7.5,,,
+28/03/2004,0.4,,,0,,0,,,,,,,,,0,0,9.05,8.2,,,
+29/03/2004,0,,,0,,0,,,,,,,,,0,0,10.15,8.15,,,
+30/03/2004,0,,,0,,0,,,,,,,,,0,0,10.1,8.4,,,
+31/03/2004,5,,,2.8,,4.4,,,,,,,,,0,0,8.4,10.95,,,
+01/04/2004,1.2,,,0.6,,2,,,,,,,,,0,0,11.95,11.8,,,
+02/04/2004,0.2,,,0,,0,,,,,,,,,0,0,13.45,12.3,,,
+03/04/2004,0,,,0,,0,,,,,,,,,0,0,12.65,12.1,,,
+04/04/2004,0,,,0,,0,,,,,,,,,0,0,13.65,13.35,,,
+05/04/2004,0.4,,,0.2,,13.4,,,,,,,,,0,0,11.2,11.75,,,
+06/04/2004,0,,,0.2,,0,,,,,,,,,0,0,11.45,10.4,,,
+07/04/2004,0,,,0,,0,,,,,,,,,0,0,8.8,9.2,,,
+08/04/2004,0,,,0.2,,0.4,,,,,,,,,0,0,8.5,7.7,,,
+09/04/2004,2.6,,,2.2,,2.2,,,,,,,,,0,0,6.45,2.7,,,
+10/04/2004,4.6,,,3.2,,2.4,,,,,,,,,0,0,8.85,9.8,,,
+11/04/2004,0,,,0.2,,0,,,,,,,,,0,0,10.65,9.65,,,
+12/04/2004,1.6,,,2.4,,1.8,,,,,,,,,0,0,6.75,8.65,,,
+13/04/2004,11.4,,,13.6,,10.4,,,,,,,,,0,0,7.15,7.6,,,
+14/04/2004,0.2,,,0.4,,0,,,,,,,,,0,0,7.5,9.75,,,
+15/04/2004,0,,,0.2,,0,,,,,,,,,0,0,9.7,9.05,,,
+16/04/2004,2.4,,,0.8,,1.2,,,,,,,,,0,0,9.1,9.4,,,
+17/04/2004,25.8,,,40,,19.4,,,,,,,,,0,0,12.6,10.05,,,
+18/04/2004,10.2,,,22,,6.4,,,,,,,,,0,0,10.1,10.85,,,
+19/04/2004,2.4,,,2.8,,3.2,,,,,,,,,0,0,8.05,10.65,,,
+20/04/2004,21,,,14.8,,14.2,,,,,,,,,0,0,10.05,12.6,,,
+21/04/2004,0.2,,,0,,0,,,,,,,,,0,0,14.1,13.55,,,
+22/04/2004,0,,,0,,0,,,,,,,,,0,0,15.35,14.5,,,
+23/04/2004,0,,,0,,0,,,,,,,,,0,0,15.05,13.5,,,
+24/04/2004,1.2,,,0.2,,0,,,,,,,,,0,0,14.65,15.15,,,
+25/04/2004,8.8,,,6.8,,7.4,,,,,,,,,0,0,9.95,10.65,,,
+26/04/2004,0,,,0,,0,,,,,,,,,0,0,12.6,12.75,,,
+27/04/2004,0,,,0,,0,,,,,,,,,0,0,14.6,14.8,,,
+28/04/2004,0.2,,,0.2,,0,,,,,,,,,0,0,14.8,13.8,,,
+29/04/2004,0,,,0,,0,,,,,,,,,0,0,12.45,12.95,,,
+30/04/2004,5.2,,,3.6,,5.4,,,,,,,,,0,0,13.05,15.2,,,
+01/05/2004,1.4,,,0.6,,0.2,,,,,,,,,0,0,13.95,14.3,,,
+02/05/2004,0.2,,,0.2,,0,,,,,,,,,0,0,12.25,12.55,,,
+03/05/2004,0.6,,,0.2,,0.6,,,,,,,,,0,0,15.95,17.35,,,
+04/05/2004,14.6,,,17.6,,13.6,,,,,,,,,0,0,9.9,13.4,,,
+05/05/2004,10.8,,,17,,6.4,,,,,,,,,0,0,9.35,11.35,,,
+06/05/2004,15,,,14.2,,11.8,,,,,,,,,0,0,9.7,11.05,,,
+07/05/2004,2.6,,,7,,4,,,,,,,,,0,0,9.5,10.7,,,
+08/05/2004,20.8,,,41.6,,25,,,,,,,,,0,0,9.65,9.75,,,
+09/05/2004,0.2,,,0.2,,0,,,,,,,,,0,0,9.4,9.85,,,
+10/05/2004,0,,,0,,0.6,,,,,,,,,0,0,10.9,10.7,,,
+11/05/2004,0,,,0.2,,0,,,,,,,,,0,0,12.95,13.8,,,
+12/05/2004,0.4,,,0.4,,0.2,,,,,,,,,0,0,12.35,14,,,
+13/05/2004,2.4,,,2.8,,2,,,,,,,,,0,0,12.85,14,,,
+14/05/2004,0,,,0,,0,,,,,,,,,0,0,15.5,17.05,,,
+15/05/2004,0,,,0,,0,,,,,,,,,0,0,15.75,15.9,,,
+16/05/2004,0,,,0,,0,,,,,,,,,0,0,14.55,14.5,,,
+17/05/2004,0,,,0,,2.8,,,,,,,,,0,0,15.35,15.05,,,
+18/05/2004,0,,,0,,0,,,,,,,,,0,0,16.35,16.4,,,
+19/05/2004,0,,,0,,0,,,,,,,,,0,0,16.25,15.85,,,
+20/05/2004,0,,,0,,0,,,,,,,,,0,0,16.25,16.15,,,
+21/05/2004,0,,,0,,0,,,,,,,,,0,0,15.5,15.35,,,
+22/05/2004,0,,,0,,0,,,,,,,,,0,0,14.9,15.3,,,
+23/05/2004,0,,,0,,0,,,,,,,,,0,0,14.15,16.75,,,
+24/05/2004,3,,,4.2,,16.6,,,,,,,,,0,0,13.15,14.1,,,
+25/05/2004,0,,,0,,0,,,,,,,,,0,0,14.55,14.9,,,
+26/05/2004,0,,,0,,0,,,,,,,,,0,0,15.5,16.85,,,
+27/05/2004,0,,,0,,0,,,,,,,,,0,0,15.65,16.4,,,
+28/05/2004,0,,,0,,0,,,,,,,,,0,0,15.75,16.2,,,
+29/05/2004,0,,,0,,0,,,,,,,,,0,0,13.85,14.95,,,
+30/05/2004,0,,,0,,0,,,,,,,,,0,0,16.35,16.95,,,
+31/05/2004,0,,,0,,0,,,,,,,,,0,0,16.15,15.8,,,
+01/06/2004,1.2,,,1.2,,1,,,,,,,,,0,0,16.05,18.6,,,
+02/06/2004,1.2,,,5.8,,2.6,,,,,,,,,0,0,17.9,20.3,,,
+03/06/2004,2.4,,,5.6,,5.6,,,,,,,,,0,0,17.4,18.25,,,
+04/06/2004,1.2,,,0.6,,2.6,,,,,,,,,0,0,17.25,17.45,,,
+05/06/2004,0,,,0,,0,,,,,,,,,0,0,18.65,19.25,,,
+06/06/2004,0,,,0,,0,,,,,,,,,0,0,17.25,18.5,,,
+07/06/2004,0,,,0,,0,,,,,,,,,0,0,17.85,20.2,,,
+08/06/2004,0,,,0,,0,,,,,,,,,0,0,19.4,21.4,,,
+09/06/2004,0,,,0,,0,,,,,,,,,0,0,21.55,5.5,,,
+10/06/2004,0,,,0,,0,,,,,,,,,0,0,22.1,21.45,,,
+11/06/2004,0,,,0,,0,,,,,,,,,0,0,21.85,20.05,,,
+12/06/2004,0,,,0,,0,,,,,,,,,0,0,19.95,15.35,,,
+13/06/2004,0,,,0,,0,,,,,,,,,0,0,17.7,17.35,,,
+14/06/2004,4.8,,,2.6,,0.2,,,,,,,,,0,0,17.4,18.4,,,
+15/06/2004,1.4,,,8.4,,1.2,,,,,,,,,0,0,18.05,19.4,,,
+16/06/2004,0.4,,,0.2,,0.2,,,,,,,,,0,0,17.25,18.65,,,
+17/06/2004,0,,,0,,0,,,,,,,,,0,0,19.9,19.25,,,
+18/06/2004,1.6,,,1.6,,0,,,,,,,,,0,0,20.6,21.1,,,
+19/06/2004,0,,,0,,0,,,,,,,,,0,0,20,20.05,,,
+20/06/2004,0,,,0,,0,,,,,,,,,0,0,17.7,18.05,,,
+21/06/2004,0.8,,,2.4,,1.6,,,,,,,,,0,0,17.45,17.5,,,
+22/06/2004,0,,,0,,0,,,,,,,,,0,0,17.95,18.45,,,
+23/06/2004,0,,,0,,0,,,,,,,,,0,0,19.9,20.45,,,
+24/06/2004,0,,,0,,0,,,,,,,,,0,0,20.5,20.7,,,
+25/06/2004,0,,,0,,0,,,,,,,,,0,0,21.3,20.85,,,
+26/06/2004,0,,,0,,0,,,,,,,,,0,0,21,21.25,,,
+27/06/2004,0,,,0,,0,,,,,,,,,0,0,24.3,23.95,,,
+28/06/2004,0,,,0,,0,,,,,,,,,0,0,23.25,22.65,,,
+29/06/2004,0,,,0,,0,,,,,,,,,0,0,24.2,23.25,,,
+30/06/2004,0,,,0,,0,,,,,,,,,0,0,23.7,23.8,,,
+01/07/2004,0,,,0,,0,,,,,,,,,0,0,22.1,22.55,,,
+02/07/2004,0,,,0.2,,0,,,,,,,,,0,0,22.95,22.55,,,
+03/07/2004,0,,,0,,0,,,,,,,,,0,0,21.9,21.15,,,
+04/07/2004,0,,,0,,0,,,,,,,,,0,0,21.4,21.75,,,
+05/07/2004,0,,,0,,0,,,,,,,,,0,0,22.1,22.3,,,
+06/07/2004,0,,,0,,0,,,,,,,,,0,0,23.6,23.2,,,
+07/07/2004,0,,,0,,0,,,,,,,,,0,0,24.65,24.15,,,
+08/07/2004,0,,,0,,0,,,,,,,,,0,0,25.55,24.6,,,
+09/07/2004,0,,,0,,0,,,,,,,,,0,0,20.35,19.65,,,
+10/07/2004,0,,,0,,0,,,,,,,,,0,0,18.9,18.1,,,
+11/07/2004,0,,,0,,0,,,,,,,,,0,0,17.55,17.55,,,
+12/07/2004,0,,,0,,0,,,,,,,,,0,0,16.85,17,,,
+13/07/2004,11,,,1.8,,1.6,,,,,,,,,0,0,17.9,17.8,,,
+14/07/2004,0.4,,,0,,0,,,,,,,,,0,0,18.85,18.85,,,
+15/07/2004,0,,,0,,0,,,,,,,,,0,0,20,19.15,,,
+16/07/2004,0,,,0,,0,,,,,,,,,0,0,21.8,20.9,,,
+17/07/2004,0,,,0,,0,,,,,,,,,0,0,22,21.65,,,
+18/07/2004,0,,,0,,0,,,,,,,,,0,0,21.9,16.55,,,
+19/07/2004,0,,,0,,0,,,,,,,,,0,0,23.15,22.65,,,
+20/07/2004,0,,,0,,0,,,,,,,,,0,0,23.55,23.2,,,
+21/07/2004,0,,,0,,0,,,,,,,,,0,0,23.65,24.05,,,
+22/07/2004,0,,,0,,0,,,,,,,,,0,0,25.65,24.85,,,
+23/07/2004,0,,,0,,0,,,,,,,,,0,0,26.2,25,,,
+24/07/2004,0,,,0,,0,,,,,,,,,0,0,25.2,24.85,,,
+25/07/2004,52.6,,,36.2,,9.4,,,,,,,,,0,0,21.45,23.35,,,
+26/07/2004,0,,,0,,0,,,,,,,,,0,0,23.5,23.45,,,
+27/07/2004,4.2,,,0,,7.6,,,,,,,,,0,0,22.3,20.4,,,
+28/07/2004,0,,,0,,0,,,,,,,,,0,0,20.75,20,,,
+29/07/2004,0,,,0,,0,,,,,,,,,0,0,21,19.6,,,
+30/07/2004,0,,,0,,0,,,,,,,,,0,0,21.6,22.05,,,
+31/07/2004,0,,,0,,0,,,,,,,,,0,0,23.25,23.3,,,
+01/08/2004,0,,,0,,0,,,,,,,,,0,0,24.4,23.9,,,
+02/08/2004,0,,,0,,0,,,,,,,,,0,0,23.65,22.45,,,
+03/08/2004,0,,,0,,0,,,,,,,,,0,0,22.85,23.45,,,
+04/08/2004,0,,,0,,0,,,,,,,,,0,0,24.3,24.3,,,
+05/08/2004,0,,,0.2,,1,,,,,,,,,0,0,22.15,22.7,,,
+06/08/2004,58.6,,,17.8,,20.8,,,,,,,,,0,0,21.15,21.5,,,
+07/08/2004,0.6,,,0.2,,0.2,,,,,,,,,0,0,22.45,23.7,,,
+08/08/2004,0.2,,,0,,0,,,,,,,,,0,0,21.35,22.55,,,
+09/08/2004,0,,,0.2,,0,,,,,,,,,0,0,22.15,22.35,,,
+10/08/2004,0,,,0.2,,0,,,,,,,,,0,0,23.25,24.55,,,
+11/08/2004,0,,,0,,0,,,,,,,,,0,0,24.1,24.75,,,
+12/08/2004,0,,,0.2,,0,,,,,,,,,0,0,23.75,23.95,,,
+13/08/2004,0,,,0,,0,,,,,,,,,0,0,23.1,22.85,,,
+14/08/2004,0,,,0,,0,,,,,,,,,0,0,21.7,21.35,,,
+15/08/2004,0,,,0,,0,,,,,,,,,0,0,22.95,22.9,,,
+16/08/2004,0,,,0,,0,,,,,,,,,0,0,23.65,22.25,,,
+17/08/2004,0,,,0,,0,,,,,,,,,0,0,22.7,22.5,,,
+18/08/2004,0,,,0,,0,,,,,,,,,0,0,22.7,21.75,,,
+19/08/2004,0,,,0,,0,,,,,,,,,0,0,24.1,25.5,,,
+20/08/2004,0,,,0,,0,,,,,,,,,0,0,25.05,25.65,,,
+21/08/2004,0,,,0,,0,,,,,,,,,0,0,20.5,20.4,,,
+22/08/2004,0,,,0,,0,,,,,,,,,0,0,21,21.55,,,
+23/08/2004,0,,,0.2,,0,,,,,,,,,0,0,21,21.9,,,
+24/08/2004,0,,,0,,0,,,,,,,,,0,0,21.75,21.05,,,
+25/08/2004,0,,,0,,0,,,,,,,,,0,0,22.65,23.05,,,
+26/08/2004,0,,,0,,0,,,,,,,,,0,0,20,19.5,,,
+27/08/2004,23,,,14.4,,23.8,,,,,,,,,0,0,21.15,20,,,
+28/08/2004,0.2,,,0.2,,0,,,,,,,,,0,0,21.15,20.25,,,
+29/08/2004,0.2,,,0.2,,0,,,,,,,,,0,0,20.3,20.35,,,
+30/08/2004,0,,,0.2,,0.2,,,,,,,,,0,0,21.3,21.8,,,
+31/08/2004,0.4,,,0.2,,13.8,,,,,,,,,0,0,21.6,21.65,,,
+01/09/2004,0,,,0,,0,,,,,,,,,0,0,21.9,22.55,,,
+02/09/2004,0,,,0.2,,0,,,,,,,,,0,0,21.8,21.8,,,
+03/09/2004,0,,,0,,0,,,,,,,,,0,0,23.95,23.4,,,
+04/09/2004,0,,,0,,0,,,,,,,,,0,0,24.4,24.25,,,
+05/09/2004,0,,,0,,0,,,,,,,,,0,0,24.1,21.95,,,
+06/09/2004,0,,,0,,0,,,,,,,,,0,0,22.45,21.6,,,
+07/09/2004,0,,,0,,0,,,,,,,,,0,0,22.45,20.4,,,
+08/09/2004,0,,,0,,0,,,,,,,,,0,0,21.85,19.6,,,
+09/09/2004,0,,,0,,0,,,,,,,,,0,0,22.85,19.85,,,
+10/09/2004,0,,,0,,0,,,,,,,,,0,0,22.15,20.05,,,
+11/09/2004,0,,,0,,0,,,,,,,,,0,0,21.4,20.25,,,
+12/09/2004,0,,,0,,0,,,,,,,,,0,0,20.9,20.95,,,
+13/09/2004,0,,,0.2,,0,,,,,,,,,0,0,21.35,20.65,,,
+14/09/2004,0.2,,,0.2,,0,,,,,,,,,0,0,21.8,22.45,,,
+15/09/2004,8.2,,,4,,3.6,,,,,,,,,0,0,19.05,18,,,
+16/09/2004,15.2,,,10.8,,12.2,,,,,,,,,0,0,18.65,17.6,,,
+17/09/2004,4.6,,,5.6,,3.2,,,,,,,,,0,0,17.4,16.55,,,
+18/09/2004,0.2,,,0,,0.2,,,,,,,,,0,0,19.2,16.65,,,
+19/09/2004,0,,,0,,0,,,,,,,,,0,0,19.5,16.25,,,
+20/09/2004,0,,,0.2,,0,,,,,,,,,0,0,20.35,18.1,,,
+21/09/2004,0,,,0,,0,,,,,,,,,0,0,19.6,18.35,,,
+22/09/2004,0,,,0.2,,0,,,,,,,,,0,0,19.35,19.35,,,
+23/09/2004,0.2,,,0,,0,,,,,,,,,0,0,17.9,18.1,,,
+24/09/2004,0,,,0,,0,,,,,,,,,0,0,15.55,15.85,,,
+25/09/2004,10,,,14,,9.6,,,,,,,,,0,0,12.4,11.4,,,
+26/09/2004,0,,,0,,0,,,,,,,,,0,0,14.75,12.8,,,
+27/09/2004,0,,,0,,0,,,,,,,,,0,0,15.15,13.25,,,
+28/09/2004,0,,,0,,0,,,,,,,,,0,0,15.95,13.85,,,
+29/09/2004,0,,,0,,0,,,,,,,,,0,0,16.55,14.75,,,
+30/09/2004,0,,,0.2,,0,,,,,,,,,0,0,16.5,15.9,,,
+01/10/2004,0.8,,,0.2,,0.4,,,,,,,,,0,0,18.2,17.95,,,
+02/10/2004,0.2,,,0.2,,0,,,,,,,,,0,0,18.6,18.35,,,
+03/10/2004,0,,,0.2,,0,,,,,,,,,0,0,18.25,17.5,,,
+04/10/2004,0.2,,,0.2,,0.2,,,,,,,,,0,0,18.4,17.3,,,
+05/10/2004,0.2,,,0.2,,0,,,,,,,,,0,0,19.1,17.8,,,
+06/10/2004,0.2,,,0.4,,0,,,,,,,,,0,0,19.5,18.4,,,
+07/10/2004,0.2,,,0.2,,0.2,,,,,,,,,0,0,18.95,18.6,,,
+08/10/2004,0,,,0.2,,0,,,,,,,,,0,0,19.5,17.75,,,
+09/10/2004,0,,,0,,0,,,,,,,,,0,0,20.4,19.7,,,
+10/10/2004,0,,,0,,0,,,,,,,,,0,0,16.95,16.85,,,
+11/10/2004,6.2,,,16.6,,7.4,,,,,,,,,0,0,17,16.7,,,
+12/10/2004,0,,,0.8,,0.2,,,,,,,,,0,0,14.65,14.25,,,
+13/10/2004,0.2,,,0.6,,0,,,,,,,,,0,0,13.05,12.1,,,
+14/10/2004,3.6,,,2.6,,3.2,,,,,,,,,0,0,13.85,13.15,,,
+15/10/2004,15.8,,,13.6,,26.2,,,,,,,,,0,0,13.6,13.3,,,
+16/10/2004,19.4,,,26.2,,19.6,,,,,,,,,0,0,12.7,12.7,,,
+17/10/2004,6.6,,,13,,9,,,,,,,,,0,0,13,13.05,,,
+18/10/2004,0.2,,,0,,0,,,,,,,,,0,0,12.65,12.15,,,
+19/10/2004,0,,,0.2,,0,,,,,,,,,0,0,14.75,13.15,,,
+20/10/2004,0.2,,,0.2,,0.2,,,,,,,,,0,0,17.75,17.1,,,
+21/10/2004,0,,,0,,0,,,,,,,,,0,0,18.45,17.45,,,
+22/10/2004,0.2,,,0.2,,0.2,,,,,,,,,0,0,17.8,17.45,,,
+23/10/2004,0,,,0.4,,0.2,,,,,,,,,0,0,17.3,17.5,,,
+24/10/2004,0.4,,,0.6,,0,,,,,,,,,0,0,16.3,16.55,,,
+25/10/2004,0.2,,,0.4,,0.2,,,,,,,,,0,0,15.45,15.75,,,
+26/10/2004,0.2,,,0.2,,0.2,,,,,,,,,0,0,16.2,16,,,
+27/10/2004,2.6,,,4.4,,1.2,,,,,,,,,0,0,13.55,13.05,,,
+28/10/2004,0.6,,,0.4,,0.2,,,,,,,,,0,0,13.3,13,,,
+29/10/2004,13.8,,,19.4,,11.2,,,,,,,,,0,0,15.75,6.75,,,
+30/10/2004,23,,,19.8,,34.2,,,,,,,,,0,0,15.65,0,,,
+31/10/2004,10,,,11.4,,6.8,,,,,,,,,0,0,17.25,0,,,
+01/11/2004,0,,,0,,0,,,,,,,,,0,0,17.2,0,,,
+02/11/2004,3,,,0.2,,0.2,,,,,,,,,0,0,17.6,0,,,
+03/11/2004,0,,,0.2,,0,,,,,,,,,0,0,17.85,0,,,
+04/11/2004,0,,,0.2,,0.2,,,,,,,,,0,0,18.1,0,,,
+05/11/2004,0,,,0.2,,0.2,,,,,,,,,0,0,16.3,4.4,,,
+06/11/2004,0.2,,,0.4,,0,,,,,,,,,0,0,14.05,12.3,,,
+07/11/2004,0.6,,,5.4,,0.6,,,,,,,,,0,0,10.15,10.2,,,
+08/11/2004,0,,,0,,0,,,,,,,,,0,0,5.55,5.35,,,
+09/11/2004,0,,,0,,0,,,,,,,,,0,0,4.05,2.25,,,
+10/11/2004,25.8,,,26.2,,28.2,,,,,,,,,0,0,5.65,6.35,,,
+11/11/2004,4.6,,,6.8,,2.8,,,,,,,,,0,0,7.15,6.05,,,
+12/11/2004,2,,,0.8,,2.2,,,,,,,,,0,0,11.2,10.6,,,
+13/11/2004,0,,,0,,0,,,,,,,,,0,0,12.65,13.15,,,
+14/11/2004,1.4,,,2,,1.6,,,,,,,,,0,0,6.35,7.85,,,
+15/11/2004,0,,,0,,0,,,,,,,,,0,0,6.85,8.05,,,
+16/11/2004,0,,,0,,0,,,,,,,,,0,0,7.85,6.9,,,
+17/11/2004,0,,,0,,0,,,,,,,,,0,0,9.15,6.7,,,
+18/11/2004,0,,,0,,0,,,,,,,,,0,0,9.3,7.1,,,
+19/11/2004,0,,,0.2,,0,,,,,,,,,0,0,9.4,7.8,,,
+20/11/2004,0.2,,,2.6,,0,,,,,,,,,0,0,5.45,4.8,,,
+21/11/2004,0,,,0,,0,,,,,,,,,0,0,5,3.15,,,
+22/11/2004,0,,,0,,0,,,,,,,,,0,0,4.5,0.75,,,
+23/11/2004,0,,,0,,0,,,,,,,,,0,0,9.5,9.25,,,
+24/11/2004,0.2,,,0.4,,0.2,,,,,,,,,0,0,8.55,5.1,,,
+25/11/2004,0,,,0.2,,0.2,,,,,,,,,0,0,7.95,5.75,,,
+26/11/2004,0,,,0.2,,0,,,,,,,,,0,0,9.65,8.7,,,
+27/11/2004,6,,,2.8,,3.2,,,,,,,,,0,0,9.1,9.15,,,
+28/11/2004,2.8,,,2,,2,,,,,,,,,0,0,6.15,5.95,,,
+29/11/2004,0.2,,,0.4,,0.6,,,,,,,,,0,0,10.5,10.1,,,
+30/11/2004,12,,,12.6,,13.8,,,,,,,,,0,0,7.9,8.1,,,
+01/12/2004,6,,,4.6,,3.4,,,,,,,,,0,0,6.8,5.25,,,
+02/12/2004,7.2,,,12,,3.8,,,,,,,,,0,0,11.85,11.9,,,
+03/12/2004,13.8,,,21.6,,33,,,,,,,,,0,0,11.65,11.55,,,
+04/12/2004,2.2,,,4.2,,2.6,,,,,,,,,0,0,10.05,0,,,
+05/12/2004,79.6,,,94,,84.6,,,,,,,,,0,0,9.2,0,,,
+06/12/2004,17,,,16.2,,17.2,,,,,,,,,0,0,10.8,0,,,
+07/12/2004,0.2,,,0.2,,0.2,,,,,,,,,0,0,10.9,0,,,
+08/12/2004,0,,,0,,0,,,,,,,,,0,0,9.95,0,,,
+09/12/2004,6.4,,,2.2,,4.8,,,,,,,,,0,0,10.6,0,,,
+10/12/2004,0,,,0,,0,,,,,,,,,0,0,9.65,0,,,
+11/12/2004,0,,,0,,0,,,,,,,,,0,0,8.9,0,,,
+12/12/2004,0,,,0,,0,,,,,,,,,0,0,8.6,0,,,
+13/12/2004,0,,,0,,0,,,,,,,,,0,0,9.25,0,,,
+14/12/2004,0.2,,,0.4,,0.2,,,,,,,,,0,0,8.75,0,,,
+15/12/2004,0.2,,,0.4,,0.2,,,,,,,,,0,0,7.2,0,,,
+16/12/2004,0.2,,,0.2,,0.2,,,,,,,,,0,0,7.05,0,,,
+17/12/2004,3.2,,,5.4,,3.8,,,,,,,,,0,0,8.15,0,,,
+18/12/2004,27.6,,,11.2,,23.8,,,,,,,,,0,0,4.85,0,,,
+19/12/2004,0,,,0,,0,,,,,,,,,0,0,3.05,0,,,
+20/12/2004,21,,,13,,21.8,,,,,,,,,0,0,4.05,0,,,
+21/12/2004,0,,,0,,0,,,,,,,,,0,0,1.55,0,,,
+22/12/2004,0,,,0,,0,,,,,,,,,0,0,1.05,3.4,,,
+23/12/2004,0,,,0,,0,,,,,,,,,0,0,2.1,0.25,,,
+24/12/2004,0.2,,,0,,0,,,,,,,,,0,0,4.75,1.9,,,
+25/12/2004,0.2,,,0,,0,,,,,,,,,0,0,7.85,7.15,,,
+26/12/2004,28,,,27.8,,21.4,,,,,,,,,0,0,7.3,8.5,,,
+27/12/2004,12.8,,,15,,9,,,,,,,,,0,0,6.65,7.6,,,
+28/12/2004,5.6,,,10.8,,1.6,,,,,,,,,0,0,5.25,0.3,,,
+29/12/2004,6.8,,,5,,5.6,,,,,,,,,0,0,4.95,6.8,,,
+30/12/2004,0,,,0,,0,,,,,,,,,0,0,4.05,4.2,,,
+31/12/2004,,,,0,,0,,,,,,,,,0,0,4,3.6,,,
+01/01/2005,0.2,,,0,,0,,,,,,,,,0,0,4.3,2.5,,,
+02/01/2005,0,,,0,,0,,,,,,,,,0,0,4.65,2.35,,,
+03/01/2005,0,,,0.2,,0,,,,,,,,,0,0,4.85,4.15,,,
+04/01/2005,0,,,0,,0,,,,,,,,,0,0,5.05,2.8,,,
+05/01/2005,0.2,,,0,,0,,,,,,,,,0,0,1.6,5.75,,,
+06/01/2005,0,,,0.2,,0,,,,,,,,,0,0,0,5.6,,,
+07/01/2005,0.4,,,0.2,,0,,,,,,,,,0,0,0,3,,,
+08/01/2005,0.2,,,0.4,,0.2,,,,,,,,,0,0,0,3.7,,,
+09/01/2005,0,,,0,,0,,,,,,,,,0,0,0,8.15,,,
+10/01/2005,0.8,,,0,,0,,,,,,,,,0,0,0,7.5,,,
+11/01/2005,0.2,,,0,,0,,,,,,,,,0,0,0,7.2,,,
+12/01/2005,0,,,0,,0,,,,,,,,,0,0,0,6.7,,,
+13/01/2005,0,,,0.2,,0,,,,,,,,,0,0,0,5.25,,,
+14/01/2005,0.6,,,0.8,,0.4,,,,,,,,,0,0,0,4.25,,,
+15/01/2005,0.2,,,0,,0,,,,,,,,,0,0,0,4,,,
+16/01/2005,0,,,0.2,,0.2,,,,,,,,,0,0,0,2.2,,,
+17/01/2005,0,,,0,,0,,,,,,,,,0,0,0,1.6,,,
+18/01/2005,0.2,,,0,,0,,,,,,,,,0,0,0,0.45,,,
+19/01/2005,14,,,12.2,,12.6,,,,,,,,,0,0,0,4.75,,,
+20/01/2005,3,,,5,,1.2,,,,,,,,,0,0,0,4.5,,,
+21/01/2005,0,,,0,,0,,,,,,,,,0,0,0,4.55,,,
+22/01/2005,0,,,0.2,,0,,,,,,,,,0,0,0,6.25,,,
+23/01/2005,0,,,0.2,,0,,,,,,,,,0,0,0,-1.75,,,
+24/01/2005,4.6,,,2.4,,3.8,,,,,,,,,0,0,0,2.75,,,
+25/01/2005,8,,,5.6,,2.6,,,,,,,,,0,0,0,1.75,,,
+26/01/2005,0,,,0,,0,,,,,,,,,0,0,0,-0.2,,,
+27/01/2005,0,,,0,,0,,,,,,,,,0,0,0,0.3,,,
+28/01/2005,0,,,0,,0,,,,,,,,,0,0,0,-1.35,,,
+29/01/2005,0,,,1,,0.6,,,,,,,,,0,0,0,-0.2,,,
+30/01/2005,4.2,,,3,,1.6,,,,,,,,,0,0,0,-0.35,,,
+31/01/2005,1,,,0,,0,,,,,,,,,0,0,0,0,,,
+01/02/2005,0,,,0,,0,,,,,,,,,0,0,1.05,0.95,,,
+02/02/2005,0,,,0,,0,,,,,,,,,0,0,0.35,2.35,,,
+03/02/2005,0.2,,,0,,0,,,,,,,,,0,0,-2.75,2.9,,,
+04/02/2005,0,,,0,,0,,,,,,,,,0,0,0.65,1.7,,,
+05/02/2005,0,,,0,,0,,,,,,,,,0,0,-1.5,0.25,,,
+06/02/2005,0,,,0,,0,,,,,,,,,0,0,-2.45,-0.25,,,
+07/02/2005,0,,,0,,0,,,,,,,,,0,0,0.15,2.7,,,
+08/02/2005,0,,,0,,0,,,,,,,,,0,0,1.55,3.3,,,
+09/02/2005,0,,,0,,0,,,,,,,,,0,0,0.95,2.7,,,
+10/02/2005,0,,,0,,0,,,,,,,,,0,0,0.7,1.3,,,
+11/02/2005,0,,,0,,0,,,,,,,,,0,0,2.9,2.8,,,
+12/02/2005,0,,,0,,0,,,,,,,,,0,0,3.1,3.35,,,
+13/02/2005,0.2,,,0,,0,,,,,,,,,0,0,8.1,10.25,,,
+14/02/2005,0,,,0,,0,,,,,,,,,0,0,2.85,2.65,,,
+15/02/2005,0,,,0,,0,,,,,,,,,0,0,0.85,1.35,,,
+16/02/2005,0,,,0,,0,,,,,,,,,0,0,-1.1,0.85,,,
+17/02/2005,0,,,0,,0,,,,,,,,,0,0,1.3,1.3,,,
+18/02/2005,0,,,0,,0,,,,,,,,,0,0,3.5,1.05,,,
+19/02/2005,0,,,0,,0,,,,,,,,,0,0,2.9,1.25,,,
+20/02/2005,9.8,,,8.4,,5,,,,,,,,,0,0,2.35,4.05,,,
+21/02/2005,11,,,9.6,,4,,,,,,,,,0,0,1.1,2.15,,,
+22/02/2005,6.8,,,1.8,,4.2,,,,,,,,,0,0,1.25,3.75,,,
+23/02/2005,5.6,,,8.6,,4.2,,,,,,,,,0,0,-0.15,-0.1,,,
+24/02/2005,0.6,,,11.4,,0.2,,,,,,,,,0,0,1.5,2.3,,,
+25/02/2005,22.8,,,7.6,,5.4,,,,,,,,,0,0,3.1,4.4,,,
+26/02/2005,7.2,,,3,,0,,,,,,,,,0,0,1,1.85,,,
+27/02/2005,0.2,,,0.2,,0.2,,,,,,,,,0,0,1.2,2.95,,,
+28/02/2005,0.8,,,0.2,,0,,,,,,,,,0,0,-1.95,-0.35,,,
+01/03/2005,0.2,,,0,,0,,,,,,,,,0,0,-3.7,-3.2,,,
+02/03/2005,0,,,0,,0,,,,,,,,,0,0,-1.6,-2,,,
+03/03/2005,0,,,0,,0,,,,,,,,,0,0,0.25,-0.85,,,
+04/03/2005,15.8,,,12.2,,14.2,,,,,,,,,0,0,2.85,3.5,,,
+05/03/2005,0,,,0.2,,0,,,,,,,,,0,0,2.15,3.55,,,
+06/03/2005,1,,,2.8,,3.8,,,,,,,,,0,0,1.55,3.2,,,
+07/03/2005,8.6,,,0.6,,2.6,,,,,,,,,0,0,1.3,2,,,
+08/03/2005,0,,,0,,0,,,,,,,,,0,0,1.85,2.05,,,
+09/03/2005,0,,,0,,0,,,,,,,,,0,0,5.2,3.7,,,
+10/03/2005,0.2,,,0,,0,,,,,,,,,0,0,6.35,6.2,,,
+11/03/2005,0,,,0,,0,,,,,,,,,0,0,6.2,4.55,,,
+12/03/2005,0,,,0.4,,0.2,,,,,,,,,0,0,7.95,7.65,,,
+13/03/2005,0.2,,,0.2,,0,,,,,,,,,0,0,9,6.6,,,
+14/03/2005,0,,,0,,0,,,,,,,,,0,0,8.6,7.45,,,
+15/03/2005,0.2,,,0,,0,,,,,,,,,0,0,8.65,8.4,,,
+16/03/2005,0,,,0,,0,,,,,,,,,0,0,12.8,9.65,,,
+17/03/2005,0,,,0,,0,,,,,,,,,0,0,13.35,10.7,,,
+18/03/2005,0,,,0,,0,,,,,,,,,0,0,12,9.35,,,
+19/03/2005,0.2,,,0,,0,,,,,,,,,0,0,10.1,9.4,,,
+20/03/2005,0,,,0.2,,0,,,,,,,,,0,0,10.6,9.7,,,
+21/03/2005,0,,,0,,0,,,,,,,,,0,0,10.95,9.35,,,
+22/03/2005,0.2,,,0.4,,0,,,,,,,,,0,0,10.85,10.05,,,
+23/03/2005,0,,,0,,0,,,,,,,,,0,0,13.7,14.2,,,
+24/03/2005,0,,,0,,0,,,,,,,,,0,0,13.3,12.75,,,
+25/03/2005,7.4,,,9.6,,4.2,,,,,,,,,0,0,11.25,13.15,,,
+26/03/2005,0,,,0,,0,,,,,,,,,0,0,12,12.95,,,
+27/03/2005,0.8,,,0.6,,0.2,,,,,,,,,0,0,10.15,11.4,,,
+28/03/2005,26.4,,,8,,13.4,,,,,,,,,0,0,11.8,12.25,,,
+29/03/2005,29.2,,,0,,9.8,,,,,,,,,0,0,10.9,11.1,,,
+30/03/2005,0.2,,,0.2,,0,,,,,,,,,0,0,10.65,10.85,,,
+31/03/2005,1.2,,,1.4,,8.2,,,,,,,,,0,0,13.2,14.35,,,
+01/04/2005,4.4,,,0.4,,3.8,,,,,,,,,0,0,11.1,10.45,,,
+02/04/2005,0,,,0,,0,,,,,,,,,0,0,9.7,10.35,,,
+03/04/2005,0,,,0,,0,,,,,,,,,0,0,10.65,9.45,,,
+04/04/2005,0.2,,,0,,0,,,,,,,,,0,0,10.1,9.55,,,
+05/04/2005,0,,,0.2,,0,,,,,,,,,0,0,11.3,10.5,,,
+06/04/2005,0,,,0,,0,,,,,,,,,0,0,11.8,10.65,,,
+07/04/2005,0,,,0,,0,,,,,,,,,0,0,11.55,9.8,,,
+08/04/2005,0,,,0,,0,,,,,,,,,0,0,10.7,8.95,,,
+09/04/2005,20.4,,,24,,14.2,,,,,,,,,0,0,8.25,11.2,,,
+10/04/2005,14,,,12.2,,4.8,,,,,,,,,0,0,6.5,8.85,,,
+11/04/2005,23,,,29,,15,,,,,,,,,0,0,7.05,9.1,,,
+12/04/2005,9.2,,,6.8,,5.2,,,,,,,,,0,0,8.95,10,,,
+13/04/2005,0,,,0,,0,,,,,,,,,0,0,10.35,9.5,,,
+14/04/2005,0,,,0,,0,,,,,,,,,0,0,10.5,9.95,,,
+15/04/2005,0,,,0,,0,,,,,,,,,0,0,12.1,11.4,,,
+16/04/2005,5.4,,,6.8,,5.6,,,,,,,,,0,0,7.55,7.25,,,
+17/04/2005,6.4,,,6.2,,5.2,,,,,,,,,0,0,5.75,5.7,,,
+18/04/2005,3.4,,,7.4,,1.8,,,,,,,,,0,0,9,7.75,,,
+19/04/2005,0,,,0,,0,,,,,,,,,0,0,10.65,10.35,,,
+20/04/2005,1.6,,,0.2,,0.6,,,,,,,,,0,0,10.05,10.25,,,
+21/04/2005,0,,,0,,0,,,,,,,,,0,0,10.2,9.75,,,
+22/04/2005,0.6,,,3.2,,0.8,,,,,,,,,0,0,9.85,11.3,,,
+23/04/2005,0,,,0,,0,,,,,,,,,0,0,10.05,9.8,,,
+24/04/2005,0,,,0.2,,0,,,,,,,,,0,0,12.3,13.05,,,
+25/04/2005,0.4,,,0,,0,,,,,,,,,0,0,12.25,11.95,,,
+26/04/2005,0,,,0,,2,,,,,,,,,0,0,13,12.7,,,
+27/04/2005,0.2,,,0.2,,0,,,,,,,,,0,0,14.45,14.1,,,
+28/04/2005,0,,,0,,0,,,,,,,,,0,0,16.25,15,,,
+29/04/2005,0,,,0,,0,,,,,,,,,0,0,17.65,16.75,,,
+30/04/2005,0,,,0,,0,,,,,,,,,0,0,18.85,17.1,,,
+01/05/2005,0,,,0,,0,,,,,,,,,0,0,19.55,16.65,,,
+02/05/2005,0,,,0,,0,,,,,,,,,0,0,19.6,16.7,,,
+03/05/2005,0,,,0,,0,,,,,,,,,0,0,17.4,15.35,,,
+04/05/2005,0,,,0,,0,,,,,,,,,0,0,16.55,15.55,,,
+05/05/2005,0,,,0,,0,,,,,,,,,0,0,14.9,14.65,,,
+06/05/2005,1,,,4.8,,0.8,,,,,,,,,0,0,15.25,16.4,,,
+07/05/2005,0,,,0,,0,,,,,,,,,0,0,15.65,14.5,,,
+08/05/2005,0,,,0,,0,,,,,,,,,0,0,15.05,14.65,,,
+09/05/2005,0,,,0.2,,0,,,,,,,,,0,0,14,14.25,,,
+10/05/2005,0,,,0,,0,,,,,,,,,0,0,14.25,13.7,,,
+11/05/2005,0.2,,,0,,0,,,,,,,,,0,0,16.2,16.6,,,
+12/05/2005,0,,,0,,0,,,,,,,,,0,0,15.8,14.35,,,
+13/05/2005,0,,,0,,0,,,,,,,,,0,0,16.95,15.75,,,
+14/05/2005,0,,,2.2,,0,,,,,,,,,0,0,15.55,15.7,,,
+15/05/2005,0,,,0,,0,,,,,,,,,0,0,16.5,15.8,,,
+16/05/2005,0.2,,,0.2,,0,,,,,,,,,0,0,15.35,14.3,,,
+17/05/2005,1.2,,,0.8,,0.2,,,,,,,,,0,0,13.8,14.2,,,
+18/05/2005,19.6,,,20.8,,13.4,,,,,,,,,0,0,11.85,8.75,,,
+19/05/2005,12.6,,,9,,9.8,,,,,,,,,0,0,14.55,16.3,,,
+20/05/2005,0,,,0,,0,,,,,,,,,0,0,15.7,15.45,,,
+21/05/2005,0.2,,,0,,0,,,,,,,,,0,0,17.6,17.05,,,
+22/05/2005,0,,,0,,0,,,,,,,,,0,0,17.95,17.2,,,
+23/05/2005,0,,,0,,0,,,,,,,,,0,0,16.7,17.55,,,
+24/05/2005,0,,,0,,0,,,,,,,,,0,0,17.75,19,,,
+25/05/2005,0,,,0,,0,,,,,,,,,0,0,19.75,18.35,,,
+26/05/2005,0,,,0,,0,,,,,,,,,0,0,20.4,19.3,,,
+27/05/2005,0,,,0,,0,,,,,,,,,0,0,21.3,21.1,,,
+28/05/2005,0,,,0,,0,,,,,,,,,0,0,21.55,21.4,,,
+29/05/2005,0,,,0,,0,,,,,,,,,0,0,23.15,22.7,,,
+30/05/2005,4.6,,,0,,1.8,,,,,,,,,0,0,21.85,21.25,,,
+31/05/2005,0,,,0,,0,,,,,,,,,0,0,22.05,21.35,,,
+01/06/2005,0,,,0,,0,,,,,,,,,0,0,20.15,20.3,,,
+02/06/2005,21.6,,,0.4,,4.6,,,,,,,,,0,0,20.15,20.7,,,
+03/06/2005,0,,,0,,0,,,,,,,,,0,0,19.9,20.55,,,
+04/06/2005,0,,,0.2,,0,,,,,,,,,0,0,19.1,18.9,,,
+05/06/2005,0,,,0,,0,,,,,,,,,0,0,20.9,21.85,,,
+06/06/2005,0,,,0,,0,,,,,,,,,0,0,18.25,18.3,,,
+07/06/2005,0,,,0,,0.4,,,,,,,,,0,0,17.95,18.55,,,
+08/06/2005,3.6,,,1.4,,6.4,,,,,,,,,0,0,13.95,14.9,,,
+09/06/2005,0,,,0,,0,,,,,,,,,0,0,11.85,11.55,,,
+10/06/2005,0,,,0,,0.4,,,,,,,,,0,0,13.3,13.55,,,
+11/06/2005,0,,,0,,0,,,,,,,,,0,0,13.8,13.2,,,
+12/06/2005,0,,,0,,0,,,,,,,,,0,0,15.4,15.5,,,
+13/06/2005,0,,,0,,0,,,,,,,,,0,0,18,18.2,,,
+14/06/2005,0.6,,,0.6,,0.4,,,,,,,,,0,0,15.7,15.35,,,
+15/06/2005,55.6,,,54,,33.8,,,,,,,,,0,0,17.35,19.75,,,
+16/06/2005,0.4,,,3,,0,,,,,,,,,0,0,19.85,21.55,,,
+17/06/2005,0,,,0,,0,,,,,,,,,0,0,22.4,21.5,,,
+18/06/2005,0,,,0,,0,,,,,,,,,0,0,22.7,21.3,,,
+19/06/2005,0,,,0,,0,,,,,,,,,0,0,22.95,22.1,,,
+20/06/2005,0,,,0,,0,,,,,,,,,0,0,23.05,22.3,,,
+21/06/2005,0,,,0,,0,,,,,,,,,0,0,22.55,22.5,,,
+22/06/2005,0,,,0,,0,,,,,,,,,0,0,23.2,23.25,,,
+23/06/2005,0,,,0,,0,,,,,,,,,0,0,23,23.35,,,
+24/06/2005,0,,,0,,0,,,,,,,,,0,0,23,23.45,,,
+25/06/2005,0,,,0,,0,,,,,,,,,0,0,23.3,23.5,,,
+26/06/2005,0,,,0,,0,,,,,,,,,0,0,23.75,23.6,,,
+27/06/2005,0,,,0,,0,,,,,,,,,0,0,24.75,24.9,,,
+28/06/2005,0,,,0,,0,,,,,,,,,0,0,24.95,24.75,,,
+29/06/2005,0,,,0,,0,,,,,,,,,0,0,24.85,24.75,,,
+30/06/2005,0,,,0,,0,,,,,,,,,0,0,23.65,23.6,,,
+01/07/2005,0,,,0,,0,,,,,,,,,0,0,19.9,21.35,,,
+02/07/2005,0,,,0,,0,,,,,,,,,0,0,22.1,22.55,,,
+03/07/2005,0,,,0,,0,,,,,,,,,0,0,22.3,21.35,,,
+04/07/2005,0,,,0,,0,,,,,,,,,0,0,24,22.15,,,
+05/07/2005,0.2,,,0,,0,,,,,,,,,0,0,20.3,20.95,,,
+06/07/2005,0,,,0.2,,0,,,,,,,,,0,0,20.6,20.45,,,
+07/07/2005,0,,,0,,0,,,,,,,,,0,0,20.4,20.9,,,
+08/07/2005,0,,,0,,0,,,,,,,,,0,0,19.6,21.05,,,
+09/07/2005,0.6,,,1.4,,1.6,,,,,,,,,0,0,19.2,20.85,,,
+10/07/2005,0,,,0.2,,0,,,,,,,,,0,0,17.55,18.75,,,
+11/07/2005,18.4,,,16.6,,16.6,,,,,,,,,0,0,18.1,19.2,,,
+12/07/2005,0.4,,,0,,0,,,,,,,,,0,0,20.55,20.45,,,
+13/07/2005,0,,,2,,0,,,,,,,,,0,0,20.3,20.35,,,
+14/07/2005,2.4,,,0.6,,0.8,,,,,,,,,0,0,21.8,22.1,,,
+15/07/2005,0,,,0,,0,,,,,,,,,0,0,22.7,21.95,,,
+16/07/2005,0,,,0,,0,,,,,,,,,0,0,22.85,22.25,,,
+17/07/2005,0,,,0,,0,,,,,,,,,0,0,24.2,24.45,,,
+18/07/2005,0,,,0,,0,,,,,,,,,0,0,24.05,24.15,,,
+19/07/2005,0,,,0.4,,0.2,,,,,,,,,0,0,22.3,23.1,,,
+20/07/2005,0,,,0,,0,,,,,,,,,0,0,21.9,24.05,,,
+21/07/2005,0,,,0,,0,,,,,,,,,0,0,22.5,23.15,,,
+22/07/2005,0,,,0,,0,,,,,,,,,0,0,21.7,22.5,,,
+23/07/2005,0,,,0,,0,,,,,,,,,0,0,21.8,23.1,,,
+24/07/2005,0,,,0,,0,,,,,,,,,0,0,21.7,22.8,,,
+25/07/2005,0,,,0,,0,,,,,,,,,0,0,22.7,23.45,,,
+26/07/2005,0,,,0,,0,,,,,,,,,0,0,24.05,24.3,,,
+27/07/2005,0,,,0,,0,,,,,,,,,0,0,24.75,25.5,,,
+28/07/2005,0,,,0,,0,,,,,,,,,0,0,27.1,27.7,,,
+29/07/2005,0,,,0,,0,,,,,,,,,0,0,27.95,27.75,,,
+30/07/2005,0,,,0,,0,,,,,,,,,0,0,25.9,25.3,,,
+31/07/2005,0,,,0,,0,,,,,,,,,0,0,24.15,23.5,,,
+01/08/2005,0,,,0,,0,,,,,,,,,0,0,23.15,22.65,,,
+02/08/2005,0,,,0,,0,,,,,,,,,0,0,22.8,22.05,,,
+03/08/2005,0,,,0,,0,,,,,,,,,0,0,18.35,20.25,,,
+04/08/2005,7,,,28.2,,15.8,,,,,,,,,0,0,21,21.8,,,
+05/08/2005,0.2,,,4.2,,0.2,,,,,,,,,0,0,19.75,20.75,,,
+06/08/2005,0,,,0,,0,,,,,,,,,0,0,20.8,20.7,,,
+07/08/2005,0,,,0,,0,,,,,,,,,0,0,20.45,20.1,,,
+08/08/2005,0,,,0.4,,0,,,,,,,,,0,0,20.7,20.65,,,
+09/08/2005,0,,,0,,0,,,,,,,,,0,0,20.15,19.2,,,
+10/08/2005,0,,,0,,0,,,,,,,,,0,0,20.8,21.9,,,
+11/08/2005,0.8,,,0.6,,0.4,,,,,,,,,0,0,21.85,23.85,,,
+12/08/2005,6.2,,,6.6,,2,,,,,,,,,0,0,21.7,23.15,,,
+13/08/2005,0,,,0.2,,0,,,,,,,,,0,0,22.6,23.05,,,
+14/08/2005,0.2,,,0,,0,,,,,,,,,0,0,22.05,22.4,,,
+15/08/2005,0,,,0,,0,,,,,,,,,0,0,19.45,19.55,,,
+16/08/2005,3.4,,,3.6,,1.6,,,,,,,,,0,0,18,18.75,,,
+17/08/2005,0,,,0,,0,,,,,,,,,0,0,21,20.6,,,
+18/08/2005,0,,,0,,0,,,,,,,,,0,0,22.15,22,,,
+19/08/2005,0,,,0,,0,,,,,,,,,0,0,21.7,22.2,,,
+20/08/2005,0.2,,,4.4,,0,,,,,,,,,0,0,20.6,22.45,,,
+21/08/2005,57.8,,,20.2,,42.8,,,,,,,,,0,0,15.4,17.9,,,
+22/08/2005,5,,,3.4,,1,,,,,,,,,0,0,15.8,18.1,,,
+23/08/2005,0.6,,,0.2,,0.6,,,,,,,,,0,0,18.7,21.15,,,
+24/08/2005,0.2,,,0,,0,,,,,,,,,0,0,19.6,21.65,,,
+25/08/2005,11.8,,,0,,0,,,,,,,,,0,0,19.65,21.2,,,
+26/08/2005,0.2,,,0,,0.2,,,,,,,,,0,0,19.35,21.35,,,
+27/08/2005,0,,,0,,0,,,,,,,,,0,0,20.85,22.75,,,
+28/08/2005,14.6,,,0,,0,,,,,,,,,0,0,20.75,17.9,,,
+29/08/2005,3.8,,,0,,0,,,,,,,,,0,0,20.5,22,,,
+30/08/2005,0,,,0,,0,,,,,,,,,0,0,21.85,23.55,,,
+31/08/2005,0,,,0,,0,,,,,,,,,0,0,21.55,22.85,,,
+01/09/2005,0,,,0,,0,,,,,,,,,0,0,21.65,23,,,
+02/09/2005,0,,,0,,0,,,,,,,,,0,0,22.1,24.05,,,
+03/09/2005,0,,,0,,0,,,,,,,,,0,0,22.95,24.4,,,
+04/09/2005,4.2,,,0.2,,7.2,,,,,,,,,0,0,20.6,22.05,,,
+05/09/2005,0,,,0,,0,,,,,,,,,0,0,19.15,20.4,,,
+06/09/2005,0,,,0,,0,,,,,,,,,0,0,18.2,19.85,,,
+07/09/2005,6.8,,,7.6,,4.4,,,,,,,,,0,0,16.45,17.35,,,
+08/09/2005,6,,,10,,8,,,,,,,,,0,0,16.3,17.9,,,
+09/09/2005,65.2,,,44.4,,56.6,,,,,,,,,0,0,17.6,18.5,,,
+10/09/2005,26.4,,,11.4,,32.6,,,,,,,,,0,0,17.95,19.75,,,
+11/09/2005,0.6,,,0.6,,0.2,,,,,,,,,0,0,18.55,20.6,,,
+12/09/2005,0.2,,,0.2,,0.2,,,,,,,,,0,0,17.75,19.35,,,
+13/09/2005,1.4,,,0.4,,0.2,,,,,,,,,0,0,18.3,19.85,,,
+14/09/2005,0.2,,,0.2,,0,,,,,,,,,0,0,18.25,19.85,,,
+15/09/2005,0,,,0,,0,,,,,,,,,0,0,18.85,20.45,,,
+16/09/2005,0,,,0.2,,0,,,,,,,,,0,0,0,19.2,,,
+17/09/2005,0.2,,,0.2,,0,,,,,,,,,0,0,0,18.1,,,
+18/09/2005,48,,,80.8,,38.2,,,,,,,,,0,0,0,16.25,,,
+19/09/2005,5,,,3.2,,13.2,,,,,,,,,0,0,0,15.25,,,
+20/09/2005,0,,,0,,0,,,,,,,,,0,0,0,16.65,,,
+21/09/2005,0,,,0,,0,,,,,,,,,0,0,0,15.6,,,
+22/09/2005,0.2,,,0,,0,,,,,,,,,0,0,0,16.05,,,
+23/09/2005,0,,,0,,0,,,,,,,,,0,0,0,15.9,,,
+24/09/2005,0.2,,,0.2,,0,,,,,,,,,0,0,0,16.55,,,
+25/09/2005,0.2,,,0.2,,0,,,,,,,,,0,0,0,16.55,,,
+26/09/2005,0.2,,,0.2,,0,,,,,,,,,0,0,0,17.55,,,
+27/09/2005,0.2,,,0.2,,0,,,,,,,,,0,0,0,17.1,,,
+28/09/2005,0,,,0,,0,,,,,,,,,0,0,0,17.45,,,
+29/09/2005,0.4,,,1.8,,0,,,,,,,,,0,0,0,17.45,,,
+30/09/2005,0,,,0.2,,0,,,,,,,,,0,0,0,16.25,,,
+01/10/2005,0,,,0,,0.2,,,,,,,,,0,0,0,13.3,,,
+02/10/2005,0,,,0,,0,,,,,,,,,0,0,0,14.3,,,
+03/10/2005,25.2,,,42.8,,21.8,,,,,,,,,0,0,0,13.1,,,
+04/10/2005,1.2,,,4.6,,5.6,,,,,,,,,0,0,0,14.35,,,
+05/10/2005,12.4,,,9.6,,10.4,,,,,,,,,0,0,0,15.05,,,
+06/10/2005,0.2,,,0.2,,0,,,,,,,,,0,0,0,14.4,,,
+07/10/2005,3.2,,,8,,2.6,,,,,,,,,0,0,0,13.7,,,
+08/10/2005,5.2,,,5.2,,3.8,,,,,,,,,0,0,0,13.7,,,
+09/10/2005,7.2,,,4.4,,4.6,,,,,,,,,0,0,0,15,,,
+10/10/2005,0.2,,,0,,0,,,,,,,,,0,0,0,13.55,,,
+11/10/2005,0,,,0.2,,0,,,,,,,,,0,0,0,14,,,
+12/10/2005,0,,,0,,0,,,,,,,,,0,0,0,14.2,,,
+13/10/2005,0,,,0,,0,,,,,,,,,0,0,0,13.45,,,
+14/10/2005,0,,,0.2,,0,,,,,,,,,0,0,0,16.95,,,
+15/10/2005,0.2,,,0.2,,0,,,,,,,,,0,0,0,15.05,,,
+16/10/2005,0.2,,,0.4,,0,,,,,,,,,0,0,0,14.2,,,
+17/10/2005,0,,,0.2,,0,,,,,,,,,0,0,0,14.6,,,
+18/10/2005,0,,,0,,0,,,,,,,,,0,0,0,11.5,,,
+19/10/2005,1.6,,,2.4,,0.8,,,,,,,,,0,0,0,11.75,,,
+20/10/2005,33.2,,,36.6,,46.8,,,,,,,,,0,0,0,15.3,,,
+21/10/2005,3,,,3,,3.4,,,,,,,,,0,0,0,14.4,,,
+22/10/2005,14.6,,,15,,13,,,,,,,,,0,0,16.55,17.15,,,
+23/10/2005,0,,,0.4,,0,,,,,,,,,0,0,15.55,17,,,
+24/10/2005,0.2,,,0.2,,0.2,,,,,,,,,0,0,16.15,17.55,,,
+25/10/2005,1.4,,,0.4,,3.8,,,,,,,,,0,0,12.45,16.3,,,
+26/10/2005,0,,,0.6,,0.4,,,,,,,,,0,0,14.5,15.65,,,
+27/10/2005,0.2,,,0.4,,0.2,,,,,,,,,0,0,15.35,10.35,,,
+28/10/2005,0.2,,,0.6,,0.4,,,,,,,,,0,0,14.65,15.25,,,
+29/10/2005,0.4,,,0.4,,0.4,,,,,,,,,0,0,14.25,14.65,,,
+30/10/2005,0.2,,,0.4,,0.2,,,,,,,,,0,0,13.7,13.7,,,
+31/10/2005,0,,,0.4,,0,,,,,,,,,0,0,13.5,12.5,,,
+01/11/2005,0.2,,,1,,0.4,,,,,,,,,0,0,0,14.25,,,
+02/11/2005,53,,,82.6,,45.4,,,,,,,,,0,0,0,9.1,,,
+03/11/2005,0.2,,,0.2,,0.4,,,,,,,,,0,0,0,9.2,,,
+04/11/2005,0.2,,,0.4,,0.2,,,,,,,,,0,0,0,9.75,,,
+05/11/2005,0,,,0,,0.2,,,,,,,,,0,0,0,13.85,,,
+06/11/2005,72,,,124,,67.4,,,,,,,,,0,0,0,14.35,,,
+07/11/2005,9.6,,,11,,14.4,,,,,,,,,0,0,0,12.85,,,
+08/11/2005,0.2,,,0.2,,0,,,,,,,,,0,0,0,14.05,,,
+09/11/2005,0,,,0.4,,0.2,,,,,,,,,0,0,0,12.2,,,
+10/11/2005,0.2,,,0.2,,0.2,,,,,,,,,0,0,0,12.4,,,
+11/11/2005,0.4,,,0.4,,0.2,,,,,,,,,0,0,0,11.95,,,
+12/11/2005,0,,,0.4,,0.2,,,,,,,,,0,0,0,10.15,,,
+13/11/2005,0.2,,,0.4,,0.2,,,,,,,,,0,0,0,9.75,,,
+14/11/2005,0,,,0,,0,,,,,,,,,0,0,0,10.6,,,
+15/11/2005,43.2,,,20,,30.8,,,,,,,,,0,0,0,9.9,,,
+16/11/2005,21.4,,,20.4,,24.2,,,,,,,,,0,0,0,8.4,,,
+17/11/2005,0,,,0.2,,0,,,,,,,,,0,0,0,11.25,,,
+18/11/2005,0.4,,,0,,0,,,,,,,,,0,0,0,7.6,,,
+19/11/2005,0,,,0,,0,,,,,,,,,0,0,0,3.8,,,
+20/11/2005,0,,,0,,0,,,,,,,,,0,0,0,-1.6,,,
+21/11/2005,0,,,0,,0,,,,,,,,,0,0,0,1.95,,,
+22/11/2005,1.4,,,1.2,,2,,,,,,,,,0,0,0,5.15,,,
+23/11/2005,0,,,0,,0,,,,,,,,,0,0,0,2.5,,,
+24/11/2005,0,,,0,,0,,,,,,,,,0,0,0,2.5,,,
+25/11/2005,0,,,1,,0,,,,,,,,,0,0,0,3.65,,,
+26/11/2005,48.6,,,51.4,,43.6,,,,,,,,,0,0,0,9.05,,,
+27/11/2005,33.2,,,10.2,,13.8,,,,,,,,,0,0,0,3.95,,,
+28/11/2005,14.8,,,9.6,,10.8,,,,,,,,,0,0,0,5,,,
+29/11/2005,0.6,,,0.6,,0.2,,,,,,,,,0,0,0,3.85,,,
+30/11/2005,10.4,,,10,,7.8,,,,,,,,,0,0,0,5.7,,,
+01/12/2005,0.4,,,0.2,,3,,,,,,,,,0,0,4.85,4.2,,,
+02/12/2005,0.8,,,0,,0,,,,,,,,,0,0,6.25,5.45,,,
+03/12/2005,19.4,,,34.8,,9.8,,,,,,,,,0,0,10.8,10.4,,,
+04/12/2005,2.4,,,33.2,,21.8,,,,,,,,,0,0,10.3,9.9,,,
+05/12/2005,15.2,,,6.2,,11,,,,,,,,,0,0,10.15,10.6,,,
+06/12/2005,11.6,,,10.6,,7.6,,,,,,,,,0,0,7.1,7.3,,,
+07/12/2005,4.4,,,7.6,,5.6,,,,,,,,,0,0,6.45,5.4,,,
+08/12/2005,0.4,,,0,,0,,,,,,,,,0,0,4.95,3.35,,,
+09/12/2005,32.8,,,24.6,,17,,,,,,,,,0,0,5.3,5.95,,,
+10/12/2005,7.2,,,26.8,,5.2,,,,,,,,,0,0,5.3,3.2,,,
+11/12/2005,0,,,0,,0,,,,,,,,,0,0,4.2,2.9,,,
+12/12/2005,5.6,,,5.8,,0.8,,,,,,,,,0,0,5,-0.7,,,
+13/12/2005,6.4,,,8,,1.4,,,,,,,,,0,0,6.75,2.8,,,
+14/12/2005,0.2,,,0,,0,,,,,,,,,0,0,8.1,6.9,,,
+15/12/2005,0.2,,,0,,0,,,,,,,,,0,0,4.55,3.65,,,
+16/12/2005,0,,,0,,0,,,,,,,,,0,0,6.8,3.35,,,
+17/12/2005,0,,,0,,0,,,,,,,,,0,0,4.65,4.95,,,
+18/12/2005,2.4,,,2,,1,,,,,,,,,0,0,1.4,1.4,,,
+19/12/2005,0.2,,,0,,0,,,,,,,,,0,0,0.2,-2.65,,,
+20/12/2005,0,,,0,,0,,,,,,,,,0,0,3.2,2.25,,,
+21/12/2005,0.2,,,0.6,,0.2,,,,,,,,,0,0,4.4,2.75,,,
+22/12/2005,0.2,,,0.2,,0,,,,,,,,,0,0,2.7,-1.05,,,
+23/12/2005,0.2,,,0.2,,0,,,,,,,,,0,0,5.05,3.3,,,
+24/12/2005,0.2,,,0.2,,0,,,,,,,,,0,0,3.5,-0.2,,,
+25/12/2005,4,,,3.2,,4,,,,,,,,,0,0,6.4,5.8,,,
+26/12/2005,6.8,,,6.2,,2.6,,,,,,,,,0,0,5.75,5.1,,,
+27/12/2005,4.8,,,1.6,,1.6,,,,,,,,,0,0,5.45,4.15,,,
+28/12/2005,0.2,,,0,,0,,,,,,,,,0,0,2.05,1.65,,,
+29/12/2005,0,,,0,,0,,,,,,,,,0,0,-1.6,-1.85,,,
+30/12/2005,0.8,,,0.8,,1.2,,,,,,,,,0,0,-3.35,-3.9,,,
+31/12/2005,4.6,,,2.4,,1,,,,,,,,,0,0,2.5,1.2,,,
+01/01/2006,4.2,,,4.6,,5.2,,,,,,,,,0,0,6.55,0,,,
+02/01/2006,12.6,,,9.4,,8.8,,,,,,,,,0,0,3.85,0,,,
+03/01/2006,1,,,0.2,,0,,,,,,,,,0,0,3.75,0,,,
+04/01/2006,0.2,,,0.2,,0,,,,,,,,,0,0,3.55,0,,,
+05/01/2006,0,,,0,,0,,,,,,,,,0,0,3.25,0,,,
+06/01/2006,0,,,0,,0,,,,,,,,,0,0,3.6,0,,,
+07/01/2006,0.2,,,0,,0,,,,,,,,,0,0,3.2,0,,,
+08/01/2006,0.2,,,0.2,,0,,,,,,,,,0,0,3.85,0,,,
+09/01/2006,0.2,,,0,,0,,,,,,,,,0,0,2.15,0,,,
+10/01/2006,0,,,0,,0,,,,,,,,,0,0,2.9,0,,,
+11/01/2006,0.2,,,0,,0,,,,,,,,,0,0,3.2,0,,,
+12/01/2006,0,,,0,,0,,,,,,,,,0,0,4.2,0,,,
+13/01/2006,0,,,0,,0,,,,,,,,,0,0,2.8,0,,,
+14/01/2006,0,,,0,,0,,,,,,,,,0,0,1.2,0,,,
+15/01/2006,0.2,,,0,,0,,,,,,,,,0,0,1.65,0,,,
+16/01/2006,0,,,0,,0,,,,,,,,,0,0,1.9,0,,,
+17/01/2006,0.4,,,1,,0.8,,,,,,,,,0,0,4.05,0,,,
+18/01/2006,2.4,,,4.4,,2.6,,,,,,,,,0,0,7.2,0,,,
+19/01/2006,0,,,0,,0,,,,,,,,,0,0,6.9,0,,,
+20/01/2006,0,,,0,,0,,,,,,,,,0,0,5.45,0,,,
+21/01/2006,0.2,,,0.2,,0,,,,,,,,,0,0,5.75,0,,,
+22/01/2006,0,,,0.2,,0,,,,,,,,,0,0,4.95,0,,,
+23/01/2006,0,,,0,,0,,,,,,,,,0,0,-0.55,0,,,
+24/01/2006,0,,,0,,0,,,,,,,,,0,0,-1.65,0,,,
+25/01/2006,0,,,0,,0,,,,,,,,,0,0,-1.8,0,,,
+26/01/2006,0,,,0,,0,,,,,,,,,0,0,0.45,0,,,
+27/01/2006,4,,,3.6,,2,,,,,,,,,0,0,2.65,0,,,
+28/01/2006,3.8,,,5.6,,1.4,,,,,,,,,0,0,5.75,0,,,
+29/01/2006,2.2,,,2.8,,0.6,,,,,,,,,0,0,6.4,0,,,
+30/01/2006,7.2,,,8,,3.6,,,,,,,,,0,0,7.7,0,,,
+31/01/2006,1.8,,,2.4,,0.4,,,,,,,,,0,0,9.65,0,,,
+01/02/2006,0,,,0,,0,,,,,,,,,0,0,11.15,7.65,,,
+02/02/2006,0,,,0,,0,,,,,,,,,0,0,10.05,6.15,,,
+03/02/2006,0,,,0.2,,0,,,,,,,,,0,0,6.45,5.8,,,
+04/02/2006,0,,,0,,0,,,,,,,,,0,0,7.15,5.95,,,
+05/02/2006,0,,,0,,0,,,,,,,,,0,0,4.35,1.8,,,
+06/02/2006,0.2,,,0,,0,,,,,,,,,0,0,0.4,0.45,,,
+07/02/2006,0,,,0,,0,,,,,,,,,0,0,0.45,1.15,,,
+08/02/2006,0,,,0,,0,,,,,,,,,0,0,4.65,5.15,,,
+09/02/2006,0.2,,,0,,0,,,,,,,,,0,0,6.1,6.1,,,
+10/02/2006,0,,,0.2,,0,,,,,,,,,0,0,4.4,4.1,,,
+11/02/2006,0.2,,,0.2,,0,,,,,,,,,0,0,2.45,1.75,,,
+12/02/2006,0,,,0,,0,,,,,,,,,0,0,2.7,1.9,,,
+13/02/2006,0,,,0,,0,,,,,,,,,0,0,2.4,1.4,,,
+14/02/2006,0,,,0,,0,,,,,,,,,0,0,2.95,1.15,,,
+15/02/2006,0.2,,,0,,0,,,,,,,,,0,0,6.45,6.55,,,
+16/02/2006,0.4,,,0.2,,0.2,,,,,,,,,0,0,8.5,9.2,,,
+17/02/2006,0.2,,,0,,0,,,,,,,,,0,0,10.1,8.7,,,
+18/02/2006,0,,,0,,0,,,,,,,,,0,0,7.2,6.2,,,
+19/02/2006,0.2,,,0.6,,0,,,,,,,,,0,0,8.7,7.05,,,
+20/02/2006,11,,,15.6,,4,,,,,,,,,0,0,8.5,8.25,,,
+21/02/2006,7.8,,,10.4,,2,,,,,,,,,0,0,4.9,5.25,,,
+22/02/2006,6.2,,,9.6,,2.2,,,,,,,,,0,0,5.85,6.85,,,
+23/02/2006,0.6,,,2,,0.6,,,,,,,,,0,0,7.55,5.95,,,
+24/02/2006,4.2,,,2.4,,1,,,,,,,,,0,0,3.55,5.95,,,
+25/02/2006,9.4,,,8.8,,7.2,,,,,,,,,0,0,3.3,4.7,,,
+26/02/2006,1,,,2.2,,0.4,,,,,,,,,0,0,4.55,5.05,,,
+27/02/2006,1,,,0.2,,0,,,,,,,,,0,0,5.05,4.4,,,
+28/02/2006,0,,,0,,0,,,,,,,,,0,0,3.95,5.3,,,
+01/03/2006,7.6,,,3,,5.8,,,,,,,,,0,0,4.75,0.5,,,
+02/03/2006,3.6,,,0,,0.4,,,,,,,,,0,0,4.4,4.7,,,
+03/03/2006,10.8,,,6,,9.6,,,,,,,,,0,0,7.75,7,,,
+04/03/2006,0,,,0,,0,,,,,,,,,0,0,10.15,12,,,
+05/03/2006,1.4,,,0.6,,0.2,,,,,,,,,0,0,9.35,9.35,,,
+06/03/2006,6,,,15,,4.8,,,,,,,,,0,0,4.05,3.95,,,
+07/03/2006,0,,,0,,0,,,,,,,,,0,0,3.15,3.65,,,
+08/03/2006,0,,,0,,0,,,,,,,,,0,0,3.25,2.9,,,
+09/03/2006,3,,,2.2,,2.8,,,,,,,,,0,0,7.7,7.5,,,
+10/03/2006,0.8,,,0.2,,0,,,,,,,,,0,0,9.1,10.4,,,
+11/03/2006,1,,,9.2,,1.6,,,,,,,,,0,0,5.5,6.05,,,
+12/03/2006,0.4,,,2,,2.8,,,,,,,,,0,0,5.45,4.8,,,
+13/03/2006,0,,,0.4,,0,,,,,,,,,0,0,3.95,-1.6,,,
+14/03/2006,0,,,0,,0,,,,,,,,,0,0,6.25,5.2,,,
+15/03/2006,0,,,0,,0,,,,,,,,,0,0,6.65,5.55,,,
+16/03/2006,10.8,,,10,,10,,,,,,,,,0,0,3.95,5.65,,,
+17/03/2006,2.6,,,1.6,,1.4,,,,,,,,,0,0,5.8,6.3,,,
+18/03/2006,0,,,0,,0,,,,,,,,,0,0,5.8,5.8,,,
+19/03/2006,2,,,3.2,,1,,,,,,,,,0,0,3.5,4.4,,,
+20/03/2006,3,,,5,,2,,,,,,,,,0,0,7.2,8.7,,,
+21/03/2006,2.4,,,1.4,,1.2,,,,,,,,,0,0,9.75,11.35,,,
+22/03/2006,3.4,,,4.4,,2.4,,,,,,,,,0,0,8.45,9.8,,,
+23/03/2006,2.8,,,1.2,,1.6,,,,,,,,,0,0,10.3,9.7,,,
+24/03/2006,0.4,,,0,,0,,,,,,,,,0,0,6.2,6,,,
+25/03/2006,5.6,,,8.8,,2.6,,,,,,,,,0,0,7.9,8.9,,,
+26/03/2006,0.4,,,0.4,,0,,,,,,,,,0,0,9.6,11.2,,,
+27/03/2006,0.2,,,0.2,,0,,,,,,,,,0,0,10.55,11.25,,,
+28/03/2006,0.2,,,0,,0,,,,,,,,,0,0,9.6,10.5,,,
+29/03/2006,0.2,,,0.2,,0,,,,,,,,,0,0,10.45,10.15,,,
+30/03/2006,0,,,0,,0,,,,,,,,,0,0,10.6,9.75,,,
+31/03/2006,0,,,0,,0,,,,,,,,,0,0,11.95,11.75,,,
+01/04/2006,0,,,0,,0,,,,,,,,,0,0,13.2,12.2,,,
+02/04/2006,0,,,0,,0,,,,,,,,,0,0,13.65,13.8,,,
+03/04/2006,0,,,0.2,,0,,,,,,,,,0,0,11.5,12.25,,,
+04/04/2006,0,,,0.2,,0,,,,,,,,,0,0,12.55,11.4,,,
+05/04/2006,0,,,0,,0,,,,,,,,,0,0,10.15,9.3,,,
+06/04/2006,0.6,,,0.8,,0,,,,,,,,,0,0,11.3,12.2,,,
+07/04/2006,0.8,,,0.8,,2.2,,,,,,,,,0,0,9.1,9.95,,,
+08/04/2006,0,,,0,,0,,,,,,,,,0,0,10.2,9.45,,,
+09/04/2006,0,,,0.2,,0,,,,,,,,,0,0,11.2,10.5,,,
+10/04/2006,0,,,0,,0,,,,,,,,,0,0,12.45,12.6,,,
+11/04/2006,0.2,,,0,,0,,,,,,,,,0,0,8.8,9.9,,,
+12/04/2006,0.2,,,0,,0,,,,,,,,,0,0,8.8,8.6,,,
+13/04/2006,0,,,0,,0,,,,,,,,,0,0,10.85,10,,,
+14/04/2006,0,,,0,,1,,,,,,,,,0,0,11.95,10.25,,,
+15/04/2006,0,,,0,,0,,,,,,,,,0,0,12.5,11.1,,,
+16/04/2006,4.8,,,2.4,,3.8,,,,,,,,,0,0,13.75,13.65,,,
+17/04/2006,0,,,0.2,,0,,,,,,,,,0,0,13.15,13,,,
+18/04/2006,0.2,,,3.2,,1,,,,,,,,,0,0,12.2,12.8,,,
+19/04/2006,0.2,,,0,,0,,,,,,,,,0,0,13.7,13.9,,,
+20/04/2006,0,,,0,,0,,,,,,,,,0,0,13.45,13.55,,,
+21/04/2006,0,,,0.2,,4.2,,,,,,,,,0,0,15.15,14.7,,,
+22/04/2006,1,,,1.4,,0,,,,,,,,,0,0,15.5,14.15,,,
+23/04/2006,0,,,0,,0,,,,,,,,,0,0,15.1,13.7,,,
+24/04/2006,0,,,0,,0,,,,,,,,,0,0,15.85,15.25,,,
+25/04/2006,0,,,0,,0,,,,,,,,,0,0,16.75,15,,,
+26/04/2006,14.4,,,6,,8.2,,,,,,,,,0,0,14.85,17.75,,,
+27/04/2006,18.4,,,9.6,,8.2,,,,,,,,,0,0,12.7,14.25,,,
+28/04/2006,0,,,0,,1.2,,,,,,,,,0,0,13.35,14.8,,,
+29/04/2006,1.8,,,1.6,,0.2,,,,,,,,,0,0,14.05,15.5,,,
+30/04/2006,3.4,,,2,,2.2,,,,,,,,,0,0,12.3,14.85,,,
+01/05/2006,9.6,,,14.6,,9.4,,,,,,,,,0,0,12.7,13.45,,,
+02/05/2006,0,,,0.2,,0,,,,,,,,,0,0,14.4,15.5,,,
+03/05/2006,0,,,0.2,,0,,,,,,,,,0,0,16.25,15.7,,,
+04/05/2006,0,,,0,,0,,,,,,,,,0,0,16.6,15.75,,,
+05/05/2006,0.2,,,0,,0,,,,,,,,,0,0,16,14.35,,,
+06/05/2006,0,,,0,,0,,,,,,,,,0,0,15.25,14.5,,,
+07/05/2006,0,,,0,,0,,,,,,,,,0,0,14.75,14.45,,,
+08/05/2006,0.2,,,12.8,,0.2,,,,,,,,,0,0,14.15,13.45,,,
+09/05/2006,20,,,13,,22.6,,,,,,,,,0,0,11.75,13.55,,,
+10/05/2006,3.8,,,4,,1.8,,,,,,,,,0,0,11.1,13.2,,,
+11/05/2006,14,,,10.4,,18,,,,,,,,,0,0,12.55,14.5,,,
+12/05/2006,1,,,0.4,,1.2,,,,,,,,,0,0,15.1,15.45,,,
+13/05/2006,0,,,0,,0,,,,,,,,,0,0,15.45,15.05,,,
+14/05/2006,1.2,,,0.2,,0.2,,,,,,,,,0,0,14.85,16.5,,,
+15/05/2006,0.2,,,0.2,,0,,,,,,,,,0,0,17.25,16.8,,,
+16/05/2006,0,,,0,,0,,,,,,,,,0,0,17.45,16.7,,,
+17/05/2006,0,,,0,,0,,,,,,,,,0,0,18.25,16.65,,,
+18/05/2006,0,,,0,,0,,,,,,,,,0,0,18.6,17.1,,,
+19/05/2006,0,,,0,,0,,,,,,,,,0,0,19.05,18.25,,,
+20/05/2006,0,,,0,,0,,,,,,,,,0,0,17,16.05,,,
+21/05/2006,0,,,0,,0,,,,,,,,,0,0,17.05,17.35,,,
+22/05/2006,0,,,0,,0,,,,,,,,,0,0,18.85,18.4,,,
+23/05/2006,0,,,0,,0,,,,,,,,,0,0,18.45,17.65,,,
+24/05/2006,8,,,8.2,,5.8,,,,,,,,,0,0,14.85,15.8,,,
+25/05/2006,0.4,,,0.4,,0.2,,,,,,,,,0,0,16.3,16.25,,,
+26/05/2006,0,,,0,,0,,,,,,,,,0,0,16.95,17,,,
+27/05/2006,0,,,0,,0,,,,,,,,,0,0,18.6,18.25,,,
+28/05/2006,0,,,0,,0,,,,,,,,,0,0,18.85,18.7,,,
+29/05/2006,0,,,0.2,,0,,,,,,,,,0,0,18.9,18.55,,,
+30/05/2006,0,,,0,,0,,,,,,,,,0,0,12.5,12.6,,,
+31/05/2006,0.6,,,1.6,,0,,,,,,,,,0,0,11.8,11.75,,,
+01/06/2006,0.8,,,0.6,,0.4,,,,,,,,,0,0,12.1,12.95,,,
+02/06/2006,0,,,0,,0,,,,,,,,,0,0,10.7,10.55,,,
+03/06/2006,0,,,0,,0,,,,,,,,,0,0,11.9,11.75,,,
+04/06/2006,0,,,0,,0,,,,,,,,,0,0,15.95,14.9,,,
+05/06/2006,1.6,,,0,,0.2,,,,,,,,,0,0,14.75,14.55,,,
+06/06/2006,0,,,0,,0.8,,,,,,,,,0,0,15.05,15.35,,,
+07/06/2006,30.2,,,9,,6.6,,,,,,,,,0,0,13.95,14.9,,,
+08/06/2006,0,,,0,,0,,,,,,,,,0,0,14.95,14.2,,,
+09/06/2006,0,,,0,,0,,,,,,,,,0,0,15.9,14.15,,,
+10/06/2006,0,,,0,,0,,,,,,,,,0,0,16.7,15,,,
+11/06/2006,0,,,0,,0,,,,,,,,,0,0,16.7,16.2,,,
+12/06/2006,0,,,0,,0,,,,,,,,,0,0,17,17.1,,,
+13/06/2006,0,,,0,,0,,,,,,,,,0,0,18.4,18.05,,,
+14/06/2006,0,,,0,,0,,,,,,,,,0,0,18.85,18.05,,,
+15/06/2006,0,,,0,,0,,,,,,,,,0,0,19.3,18.9,,,
+16/06/2006,0,,,0,,0,,,,,,,,,0,0,18.15,17.75,,,
+17/06/2006,0,,,0,,0,,,,,,,,,0,0,20.35,20.65,,,
+18/06/2006,0,,,0,,0,,,,,,,,,0,0,22.05,20.75,,,
+19/06/2006,0,,,0,,0,,,,,,,,,0,0,22.05,20.1,,,
+20/06/2006,0,,,0,,0,,,,,,,,,0,0,24,22.6,,,
+21/06/2006,0,,,0,,0,,,,,,,,,0,0,23.15,21.45,,,
+22/06/2006,0.4,,,0,,0,,,,,,,,,0,0,23.3,22.2,,,
+23/06/2006,0.2,,,0,,0.2,,,,,,,,,0,0,22.45,21.8,,,
+24/06/2006,0,,,0,,0,,,,,,,,,0,0,23.95,24.1,,,
+25/06/2006,0,,,0,,0,,,,,,,,,0,0,24.7,24.85,,,
+26/06/2006,0,,,0,,0,,,,,,,,,0,0,25.5,24.7,,,
+27/06/2006,0,,,0,,0,,,,,,,,,0,0,24.4,24.85,,,
+28/06/2006,0,,,0,,0,,,,,,,,,0,0,24.65,25,,,
+29/06/2006,0,,,0,,0,,,,,,,,,0,0,24.25,24.85,,,
+30/06/2006,0,,,0,,0,,,,,,,,,0,0,23.9,24.85,,,
+01/07/2006,0,,,0,,0,,,,,,,,,0,0,25.05,24.8,,,
+02/07/2006,0,,,0,,0,,,,,,,,,0,0,24.55,23.65,,,
+03/07/2006,0,,,0,,0,,,,,,,,,0,0,23.6,23.45,,,
+04/07/2006,0,,,0,,0,,,,,,,,,0,0,23.65,23.2,,,
+05/07/2006,0,,,0,,0,,,,,,,,,0,0,23.85,22.75,,,
+06/07/2006,0,,,0,,0,,,,,,,,,0,0,23.25,23,,,
+07/07/2006,7.6,,,21.6,,15.4,,,,,,,,,0,0,20.5,20.7,,,
+08/07/2006,14,,,0.2,,1.8,,,,,,,,,0,0,19.75,19.75,,,
+09/07/2006,0,,,0,,0.4,,,,,,,,,0,0,22.9,22.55,,,
+10/07/2006,0,,,0,,2.2,,,,,,,,,0,0,24.35,23.7,,,
+11/07/2006,0,,,0,,0,,,,,,,,,0,0,24.8,24.5,,,
+12/07/2006,0,,,0,,0,,,,,,,,,0,0,25.3,24.15,,,
+13/07/2006,0,,,0,,0,,,,,,,,,0,0,24.6,24.1,,,
+14/07/2006,10,,,1,,0,,,,,,,,,0,0,25.4,24.25,,,
+15/07/2006,0,,,0,,0,,,,,,,,,0,0,25.15,24.15,,,
+16/07/2006,0,,,0,,0,,,,,,,,,0,0,24.75,23.6,,,
+17/07/2006,0,,,0,,0,,,,,,,,,0,0,23.65,22.85,,,
+18/07/2006,0,,,0,,0,,,,,,,,,0,0,23.9,22.65,,,
+19/07/2006,0,,,0,,0,,,,,,,,,0,0,23.85,23.15,,,
+20/07/2006,0,,,0,,0,,,,,,,,,0,0,25.5,25,,,
+21/07/2006,0,,,0,,0,,,,,,,,,0,0,26.65,25.9,,,
+22/07/2006,0,,,0,,0,,,,,,,,,0,0,25.8,25.75,,,
+23/07/2006,0,,,0,,0,,,,,,,,,0,0,26.5,26.25,,,
+24/07/2006,4.8,,,0,,0,,,,,,,,,0,0,26.95,26.55,,,
+25/07/2006,1.4,,,2.6,,3,,,,,,,,,0,0,26,25.95,,,
+26/07/2006,0,,,0,,0,,,,,,,,,0,0,26.9,26.45,,,
+27/07/2006,0,,,0,,0,,,,,,,,,0,0,25.55,25.85,,,
+28/07/2006,19.6,,,0,,12.8,,,,,,,,,0,0,25.4,25.85,,,
+29/07/2006,0,,,0,,0,,,,,,,,,0,0,22.05,22.5,,,
+30/07/2006,0.4,,,5.6,,0.4,,,,,,,,,0,0,24.4,24.25,,,
+31/07/2006,0,,,0,,0,,,,,,,,,0,0,26.1,26,,,
+01/08/2006,0,,,0,,0,,,,,,,,,0,0,24.5,24.3,,,
+02/08/2006,0,,,0,,0,,,,,,,,,0,0,24,23.7,,,
+03/08/2006,0,,,0,,0,,,,,,,,,0,0,20.4,20.05,,,
+04/08/2006,9.4,,,0.6,,0.4,,,,,,,,,0,0,21.15,20.25,,,
+05/08/2006,0,,,0,,0,,,,,,,,,0,0,19.65,18.9,,,
+06/08/2006,1,,,1.6,,0.4,,,,,,,,,0,0,19.9,19.5,,,
+07/08/2006,9.6,,,0,,0,,,,,,,,,0,0,20.2,19.7,,,
+08/08/2006,0,,,0,,0,,,,,,,,,0,0,20.3,19.85,,,
+09/08/2006,1.8,,,26,,4,,,,,,,,,0,0,20.3,19.9,,,
+10/08/2006,0,,,0,,0,,,,,,,,,0,0,21.25,19.95,,,
+11/08/2006,0,,,0,,0,,,,,,,,,0,0,19.85,20.15,,,
+12/08/2006,0,,,0.4,,0,,,,,,,,,0,0,18.7,20.4,,,
+13/08/2006,1,,,0,,0,,,,,,,,,0,0,18.15,19,,,
+14/08/2006,0,,,0,,0,,,,,,,,,0,0,18.25,19.05,,,
+15/08/2006,0,,,0,,0,,,,,,,,,0,0,20.25,21.65,,,
+16/08/2006,0.2,,,0,,0,,,,,,,,,0,0,20.6,21.95,,,
+17/08/2006,0,,,0,,0,,,,,,,,,0,0,22.15,23.25,,,
+18/08/2006,0,,,0.4,,0,,,,,,,,,0,0,22.05,24.05,,,
+19/08/2006,0,,,0,,0.2,,,,,,,,,0,0,23,24.35,,,
+20/08/2006,0,,,0,,1,,,,,,,,,0,0,22.4,24.4,,,
+21/08/2006,3.2,,,1.4,,2.6,,,,,,,,,0,0,21.7,23.5,,,
+22/08/2006,0,,,0.2,,0,,,,,,,,,0,0,21.8,23.05,,,
+23/08/2006,0,,,0,,0,,,,,,,,,0,0,20.9,21.65,,,
+24/08/2006,0,,,0.2,,0,,,,,,,,,0,0,20.55,22.1,,,
+25/08/2006,0.2,,,0,,0,,,,,,,,,0,0,21,21.35,,,
+26/08/2006,0,,,0,,0,,,,,,,,,0,0,19.9,20.3,,,
+27/08/2006,3,,,0,,2.6,,,,,,,,,0,0,19,19.95,,,
+28/08/2006,0,,,0,,0,,,,,,,,,0,0,19.2,19.9,,,
+29/08/2006,0,,,0,,0,,,,,,,,,0,0,20.3,21.8,,,
+30/08/2006,7.4,,,2.2,,8,,,,,,,,,0,0,18.85,18.3,,,
+31/08/2006,0,,,0,,0,,,,,,,,,0,0,18.4,17.8,,,
+01/09/2006,0,,,0,,0,,,,,,,,,0,0,18.7,18,,,
+02/09/2006,0,,,0,,0,,,,,,,,,0,0,19.5,18.2,,,
+03/09/2006,0,,,0,,0,,,,,,,,,0,0,19.85,19.55,,,
+04/09/2006,0,,,0,,0,,,,,,,,,0,0,21.95,22.7,,,
+05/09/2006,0,,,0,,0,,,,,,,,,0,0,22.65,23.35,,,
+06/09/2006,0,,,0,,0,,,,,,,,,0,0,24.35,24.2,,,
+07/09/2006,0,,,0,,0,,,,,,,,,0,0,24,24.4,,,
+08/09/2006,0,,,0,,0,,,,,,,,,0,0,23.05,23.25,,,
+09/09/2006,0,,,0,,0,,,,,,,,,0,0,22.65,22.1,,,
+10/09/2006,0,,,0,,0,,,,,,,,,0,0,21.75,20.15,,,
+11/09/2006,0,,,0,,0,,,,,,,,,0,0,22.6,20.85,,,
+12/09/2006,0,,,0,,0,,,,,,,,,0,0,21.75,21.45,,,
+13/09/2006,0,,,0.2,,0,,,,,,,,,0,0,20.65,20.85,,,
+14/09/2006,0,,,0.2,,0,,,,,,,,,0,0,17.75,18.3,,,
+15/09/2006,43.6,,,52.6,,31.4,,,,,,,,,0,0,20,21.15,,,
+16/09/2006,0,,,1.2,,0,,,,,,,,,0,0,17.8,18.8,,,
+17/09/2006,49.4,,,55.2,,44.6,,,,,,,,,0,0,14.9,16,,,
+18/09/2006,6.2,,,2.8,,6,,,,,,,,,0,0,17.25,19.35,,,
+19/09/2006,0.2,,,2.2,,0,,,,,,,,,0,0,18.6,20.45,,,
+20/09/2006,19,,,0.2,,0.2,,,,,,,,,0,0,18.9,21.4,,,
+21/09/2006,0.2,,,0.4,,0,,,,,,,,,0,0,20.5,20.75,,,
+22/09/2006,0,,,0.2,,0,,,,,,,,,0,0,19.7,19.75,,,
+23/09/2006,0,,,0.2,,0,,,,,,,,,0,0,19.05,18.9,,,
+24/09/2006,0,,,0,,0,,,,,,,,,0,0,18.2,18.4,,,
+25/09/2006,9,,,10.8,,6.8,,,,,,,,,0,0,14.65,16.35,,,
+26/09/2006,5.8,,,12.4,,5.8,,,,,,,,,0,0,15.95,17.95,,,
+27/09/2006,0,,,0,,0,,,,,,,,,0,0,19.1,18.9,,,
+28/09/2006,0,,,0,,0,,,,,,,,,0,0,18.75,18,,,
+29/09/2006,0,,,0,,0,,,,,,,,,0,0,18.05,17.55,,,
+30/09/2006,0,,,0,,0,,,,,,,,,0,0,16.85,17.65,,,
+01/10/2006,0.2,,,0.2,,0.2,,,,,,,,,0,0,17.7,19.45,,,
+02/10/2006,0,,,0.4,,0,,,,,,,,,0,0,18.25,19.5,,,
+03/10/2006,0,,,0,,0,,,,,,,,,0,0,19.25,21,,,
+04/10/2006,0,,,0,,0,,,,,,,,,0,0,17.1,18,,,
+05/10/2006,0,,,0.2,,0,,,,,,,,,0,0,16.9,16.45,,,
+06/10/2006,0.2,,,0,,0,,,,,,,,,0,0,16.7,15.8,,,
+07/10/2006,0,,,0.2,,0,,,,,,,,,0,0,13.7,12.55,,,
+08/10/2006,4,,,3.2,,3,,,,,,,,,0,0,14.35,15.4,,,
+09/10/2006,0,,,0,,0.2,,,,,,,,,0,0,16.2,14.65,,,
+10/10/2006,0,,,0.2,,0,,,,,,,,,0,0,16.8,14.7,,,
+11/10/2006,0,,,0.2,,0,,,,,,,,,0,0,16,14.3,,,
+12/10/2006,0,,,0.2,,0,,,,,,,,,0,0,16.95,15.65,,,
+13/10/2006,0.2,,,0.4,,0,,,,,,,,,0,0,16.75,15.15,,,
+14/10/2006,0,,,0,,0,,,,,,,,,0,0,15.25,14.65,,,
+15/10/2006,0,,,0,,0,,,,,,,,,0,0,15,13.9,,,
+16/10/2006,0,,,0,,0,,,,,,,,,0,0,13.85,11.75,,,
+17/10/2006,0,,,0,,0,,,,,,,,,0,0,13.25,12.6,,,
+18/10/2006,0,,,0,,0,,,,,,,,,0,0,11.6,11,,,
+19/10/2006,0,,,0,,0,,,,,,,,,0,0,10.85,11.5,,,
+20/10/2006,27.2,,,37.8,,28.2,,,,,,,,,0,0,13.15,15,,,
+21/10/2006,0.6,,,1.2,,0.2,,,,,,,,,0,0,13.9,14.75,,,
+22/10/2006,13,,,4,,16.8,,,,,,,,,0,0,16.2,17.3,,,
+23/10/2006,0.2,,,0.2,,0,,,,,,,,,0,0,16.5,17.2,,,
+24/10/2006,0,,,0,,0,,,,,,,,,0,0,18.2,18.3,,,
+25/10/2006,0.2,,,0.6,,0.4,,,,,,,,,0,0,15.95,17.4,,,
+26/10/2006,0.2,,,0.4,,0,,,,,,,,,0,0,17.55,16.85,,,
+27/10/2006,0.2,,,0.4,,0.4,,,,,,,,,0,0,18.35,17.85,,,
+28/10/2006,0,,,0.2,,0,,,,,,,,,0,0,17.65,16.3,,,
+29/10/2006,0.4,,,0.4,,0.2,,,,,,,,,0,0,18.05,17,,,
+30/10/2006,0,,,0.2,,0.2,,,,,,,,,0,0,14.8,14.25,,,
+31/10/2006,0,,,0,,0,,,,,,,,,0,0,14.65,12.4,,,
+01/11/2006,7,,,5.2,,6,,,,,,,,,0,0,13.15,12.7,,,
+02/11/2006,1,,,0.6,,0.4,,,,,,,,,0,0,8.15,7.95,,,
+03/11/2006,0,,,0,,0,,,,,,,,,0,0,5.15,5.35,,,
+04/11/2006,0,,,0,,0,,,,,,,,,0,0,6.1,4.9,,,
+05/11/2006,0,,,0,,0,,,,,,,,,0,0,8.45,5.15,,,
+06/11/2006,0,,,0.2,,0,,,,,,,,,0,0,10.95,9.7,,,
+07/11/2006,0.2,,,0.2,,0.2,,,,,,,,,0,0,11.7,10.3,,,
+08/11/2006,0.2,,,0.4,,0.2,,,,,,,,,0,0,11.75,11.55,,,
+09/11/2006,0.4,,,0.4,,0.2,,,,,,,,,0,0,14.2,12.35,,,
+10/11/2006,0.6,,,0.2,,0.8,,,,,,,,,0,0,12.85,11.6,,,
+11/11/2006,0,,,0,,0,,,,,,,,,0,0,8.95,7.65,,,
+12/11/2006,0,,,0,,0,,,,,,,,,0,0,12.5,12.9,,,
+13/11/2006,0,,,0.2,,0.2,,,,,,,,,0,0,12.1,9.95,,,
+14/11/2006,0.2,,,0.2,,0,,,,,,,,,0,0,12.65,9.85,,,
+15/11/2006,0.4,,,0,,0.2,,,,,,,,,0,0,11.5,11.45,,,
+16/11/2006,2,,,3.8,,0.6,,,,,,,,,0,0,11.6,11.75,,,
+17/11/2006,0,,,0.8,,0.2,,,,,,,,,0,0,13.2,12.2,,,
+18/11/2006,0,,,0.2,,0,,,,,,,,,0,0,12.8,13.95,,,
+19/11/2006,11.4,,,3.6,,11.6,,,,,,,,,0,0,11.45,12.05,,,
+20/11/2006,0.4,,,0.8,,0.2,,,,,,,,,0,0,12.95,12.3,,,
+21/11/2006,0.2,,,0,,0,,,,,,,,,0,0,9.35,8.7,,,
+22/11/2006,10.4,,,9.8,,7.4,,,,,,,,,0,0,8.25,8.2,,,
+23/11/2006,2,,,0.6,,3.8,,,,,,,,,0,0,9.05,7.2,,,
+24/11/2006,0,,,0,,0,,,,,,,,,0,0,9.65,10.25,,,
+25/11/2006,0.6,,,0.6,,0,,,,,,,,,0,0,13.25,13.25,,,
+26/11/2006,0.2,,,0.4,,0,,,,,,,,,0,0,11.5,10.5,,,
+27/11/2006,0.2,,,0.4,,0.4,,,,,,,,,0,0,11.15,7.9,,,
+28/11/2006,0.2,,,0.4,,0.2,,,,,,,,,0,0,9.8,6.9,,,
+29/11/2006,0.4,,,0.4,,0.4,,,,,,,,,0,0,11.1,7.25,,,
+30/11/2006,0.2,,,0.4,,0.2,,,,,,,,,0,0,9.05,7.75,,,
+01/12/2006,0.2,,,0,,0,,,,,,,,,0,0,9.9,6.9,,,
+02/12/2006,0.2,,,0.2,,0.2,,,,,,,,,0,0,8.15,6.1,,,
+03/12/2006,0,,,0.6,,0.2,,,,,,,,,0,0,8.55,8.05,,,
+04/12/2006,0.2,,,0.2,,0,,,,,,,,,0,0,11.7,9.75,,,
+05/12/2006,0,,,0,,0,,,,,,,,,0,0,14.05,11.9,,,
+06/12/2006,0,,,0,,0,,,,,,,,,0,0,12.3,11.35,,,
+07/12/2006,6.6,,,21.4,,5.2,,,,,,,,,0,0,12.7,11.9,,,
+08/12/2006,0,,,1,,0.6,,,,,,,,,0,0,11.1,11.1,,,
+09/12/2006,63.6,,,44.4,,31.6,,,,,,,,,0,0,9.3,10.15,,,
+10/12/2006,1.8,,,0.6,,2.8,,,,,,,,,0,0,9.1,7.65,,,
+11/12/2006,2.2,,,2.8,,2.8,,,,,,,,,0,0,7.2,6.55,,,
+12/12/2006,0.2,,,0,,0,,,,,,,,,0,0,5.95,4.5,,,
+13/12/2006,0.2,,,0.4,,0,,,,,,,,,0,0,5.3,3.55,,,
+14/12/2006,0,,,0,,0,,,,,,,,,0,0,7.5,5.3,,,
+15/12/2006,0,,,0,,0,,,,,,,,,0,0,9.45,6.45,,,
+16/12/2006,0,,,0.2,,0,,,,,,,,,0,0,9,5.95,,,
+17/12/2006,2.6,,,2.6,,2.2,,,,,,,,,0,0,8.7,9.5,,,
+18/12/2006,0.2,,,1,,0,,,,,,,,,0,0,8,10.3,,,
+19/12/2006,12.2,,,7.6,,7.4,,,,,,,,,0,0,4.55,6.85,,,
+20/12/2006,0.2,,,0,,0,,,,,,,,,0,0,3.6,4.2,,,
+21/12/2006,0,,,0,,0,,,,,,,,,0,0,4.25,4.25,,,
+22/12/2006,0,,,0.2,,0,,,,,,,,,0,0,5.35,4.6,,,
+23/12/2006,0,,,0,,0,,,,,,,,,0,0,5.65,4.85,,,
+24/12/2006,0,,,0,,0,,,,,,,,,0,0,6.6,4.85,,,
+25/12/2006,0,,,0,,0,,,,,,,,,0,0,8.6,6.2,,,
+26/12/2006,0,,,0,,0,,,,,,,,,0,0,7.05,4.2,,,
+27/12/2006,0,,,0,,0,,,,,,,,,0,0,4.8,2.75,,,
+28/12/2006,0.4,,,0,,0,,,,,,,,,0,0,4.75,-0.25,,,
+29/12/2006,2.2,,,3.4,,1.8,,,,,,,,,0,0,8.55,5.25,,,
+30/12/2006,0.2,,,0.2,,0,,,,,,,,,0,0,8.7,6.4,,,
+31/12/2006,0,,,0.4,,0,,,,,,,,,0,0,9.15,7.3,,,
+01/01/2007,0,,,0,,0,,,,,,,,,0,0,9.95,8.45,,,
+02/01/2007,0.8,,,0,,0.2,,,,,,,,,0,0,7.85,6.4,,,
+03/01/2007,0,,,0,,0,,,,,,,,,0,0,7,5.05,,,
+04/01/2007,0,,,0,,0,,,,,,,,,0,0,4.9,0.1,,,
+05/01/2007,0,,,0,,0,,,,,,,,,0,0,8.15,6.95,,,
+06/01/2007,0,,,0,,0,,,,,,,,,0,0,7.2,4.95,,,
+07/01/2007,0.2,,,0.2,,0,,,,,,,,,0,0,8.5,7.7,,,
+08/01/2007,0.2,,,0,,0,,,,,,,,,0,0,8.35,8.65,,,
+09/01/2007,1.2,,,3.4,,2.4,,,,,,,,,0,0,9.1,8.5,,,
+10/01/2007,0.2,,,0.4,,0,,,,,,,,,0,0,8.95,7.05,,,
+11/01/2007,0.2,,,0,,0,,,,,,,,,0,0,11.35,10.1,,,
+12/01/2007,0,,,0.2,,0,,,,,,,,,0,0,10.1,9.3,,,
+13/01/2007,0.4,,,0.4,,0,,,,,,,,,0,0,9.1,5.75,,,
+14/01/2007,0,,,0.2,,0,,,,,,,,,0,0,9.15,7.7,,,
+15/01/2007,0,,,0,,0,,,,,,,,,0,0,9.85,8.6,,,
+16/01/2007,0,,,0,,0,,,,,,,,,0,0,8.1,0.95,,,
+17/01/2007,0.2,,,0,,0.6,,,,,,,,,0,0,9.9,9.55,,,
+18/01/2007,0.8,,,1.8,,0.2,,,,,,,,,0,0,9.4,9.7,,,
+19/01/2007,0,,,0,,0,,,,,,,,,0,0,13.25,12,,,
+20/01/2007,0.4,,,0.4,,0,,,,,,,,,0,0,10.15,8.7,,,
+21/01/2007,0,,,0,,0,,,,,,,,,0,0,11.75,12.75,,,
+22/01/2007,0,,,0,,0,,,,,,,,,0,0,11.7,9.25,,,
+23/01/2007,0,,,0,,0,,,,,,,,,0,0,9.15,10.85,,,
+24/01/2007,9.8,,,5.2,,9.4,,,,,,,,,0,0,3.45,4.8,,,
+25/01/2007,6.2,,,2.2,,4,,,,,,,,,0,0,3.85,4.5,,,
+26/01/2007,0.2,,,0,,0,,,,,,,,,0,0,1.1,1.35,,,
+27/01/2007,0.2,,,1.2,,0,,,,,,,,,0,0,3,3.05,,,
+28/01/2007,0.2,,,0.2,,0,,,,,,,,,0,0,4.8,3.45,,,
+29/01/2007,0.2,,,0.2,,0.2,,,,,,,,,0,0,5.45,4.45,,,
+30/01/2007,0.2,,,0,,0,,,,,,,,,0,0,6.25,4.9,,,
+31/01/2007,0.2,,,0.4,,0.2,,,,,,,,,0,0,5.9,4.8,,,
+01/02/2007,0,,,0,,0,,,,,,,,,0,0,8.7,7.3,,,
+02/02/2007,0.2,,,0.4,,0,,,,,,,,,0,0,8.25,5.85,,,
+03/02/2007,0,,,0,,0,,,,,,,,,0,0,7.75,5.7,,,
+04/02/2007,0,,,0,,0.2,,,,,,,,,0,0,7,4.8,,,
+05/02/2007,0,,,0,,0,,,,,,,,,0,0,7.1,4.2,,,
+06/02/2007,0,,,0.2,,0,,,,,,,,,0,0,6.4,4,,,
+07/02/2007,2.6,,,2.6,,1.8,,,,,,,,,0,0,7.85,6.55,,,
+08/02/2007,4.6,,,2,,3.8,,,,,,,,,0,0,9.4,8.55,,,
+09/02/2007,22.8,,,31.8,,23.8,,,,,,,,,0,0,8.2,10.1,,,
+10/02/2007,1.4,,,1.6,,0.4,,,,,,,,,0,0,8.6,8.25,,,
+11/02/2007,0,,,0,,0,,,,,,,,,0,0,8.65,8.9,,,
+12/02/2007,0,,,0,,0,,,,,,,,,0,0,8.85,8.6,,,
+13/02/2007,13.2,,,11.8,,8,,,,,,,,,0,0,9.65,8.4,,,
+14/02/2007,0.2,,,0,,0,,,,,,,,,0,0,9.2,7.15,,,
+15/02/2007,1,,,1,,0.4,,,,,,,,,0,0,9,8.7,,,
+16/02/2007,1.6,,,0.2,,0.2,,,,,,,,,0,0,8.7,7.45,,,
+17/02/2007,0,,,0,,0,,,,,,,,,0,0,7.45,6.05,,,
+18/02/2007,0,,,0,,0,,,,,,,,,0,0,5.25,5.05,,,
+19/02/2007,0,,,0,,0,,,,,,,,,0,0,6.65,6.55,,,
+20/02/2007,0,,,0,,0,,,,,,,,,0,0,8.9,7.45,,,
+21/02/2007,0.2,,,0.4,,0,,,,,,,,,0,0,9.45,7.5,,,
+22/02/2007,10.4,,,12.8,,7,,,,,,,,,0,0,8.55,9.35,,,
+23/02/2007,0.2,,,0.4,,0,,,,,,,,,0,0,8.35,9.8,,,
+24/02/2007,0,,,0,,0,,,,,,,,,0,0,10.35,9.95,,,
+25/02/2007,2,,,1.4,,1.6,,,,,,,,,0,0,9.3,9.6,,,
+26/02/2007,6.2,,,3.8,,2.2,,,,,,,,,0,0,10.4,9.15,,,
+27/02/2007,0.2,,,0,,0,,,,,,,,,0,0,10.3,8.45,,,
+28/02/2007,0,,,0,,0,,,,,,,,,0,0,10.05,7.75,,,
+01/03/2007,0,,,0.2,,0,,,,,,,,,0,0,11.45,8.6,,,
+02/03/2007,0,,,0,,0,,,,,,,,,0,0,11.6,11.75,,,
+03/03/2007,0,,,0,,0,,,,,,,,,0,0,11.5,9.55,,,
+04/03/2007,0,,,0,,0,,,,,,,,,0,0,14.75,13,,,
+05/03/2007,0,,,0,,0,,,,,,,,,0,0,12.65,10.55,,,
+06/03/2007,0,,,0.4,,0,,,,,,,,,0,0,10.35,10.65,,,
+07/03/2007,10,,,7.6,,5.8,,,,,,,,,0,0,8.65,11.15,,,
+08/03/2007,11.6,,,7.6,,1.6,,,,,,,,,0,0,10.95,11.15,,,
+09/03/2007,0.2,,,0,,0,,,,,,,,,0,0,10.15,8.9,,,
+10/03/2007,0,,,0,,0,,,,,,,,,0,0,8.25,6.95,,,
+11/03/2007,0,,,0,,0,,,,,,,,,0,0,9,9.65,,,
+12/03/2007,0,,,0,,0,,,,,,,,,0,0,10.35,9.35,,,
+13/03/2007,0,,,0,,0,,,,,,,,,0,0,12.55,9.3,,,
+14/03/2007,0,,,0,,0,,,,,,,,,0,0,13.25,9.65,,,
+15/03/2007,0,,,0,,0,,,,,,,,,0,0,13.95,11,,,
+16/03/2007,0,,,0,,0,,,,,,,,,0,0,12.85,11.25,,,
+17/03/2007,0,,,0,,0,,,,,,,,,0,0,13,10.4,,,
+18/03/2007,0,,,0,,0,,,,,,,,,0,0,10.05,8.65,,,
+19/03/2007,1,,,2.2,,0.2,,,,,,,,,0,0,7.05,8.4,,,
+20/03/2007,13.8,,,7.4,,9.2,,,,,,,,,0,0,2.8,4.1,,,
+21/03/2007,11.6,,,8.8,,0.8,,,,,,,,,0,0,4.5,5.45,,,
+22/03/2007,0,,,0.2,,0,,,,,,,,,0,0,5.3,4.75,,,
+23/03/2007,0,,,0,,0,,,,,,,,,0,0,6.4,4.8,,,
+24/03/2007,0,,,0,,0,,,,,,,,,0,0,6,4.3,,,
+25/03/2007,12.4,,,10,,6.4,,,,,,,,,0,0,6.4,8.15,,,
+26/03/2007,1.6,,,2.8,,0.2,,,,,,,,,0,0,7.55,7.25,,,
+27/03/2007,3,,,2.2,,0.8,,,,,,,,,0,0,7.7,8.1,,,
+28/03/2007,0.6,,,2.2,,0.2,,,,,,,,,0,0,8.8,7.35,,,
+29/03/2007,0,,,0,,0,,,,,,,,,0,0,8.1,8.3,,,
+30/03/2007,3.4,,,3.4,,0.8,,,,,,,,,0,0,7.5,8.25,,,
+31/03/2007,2.8,,,3,,0.6,,,,,,,,,0,0,7.95,8.4,,,
+01/04/2007,0,,,1.8,,0,,,,,,,,,0,0,12.05,12.65,,,
+02/04/2007,0,,,0,,0,,,,,,,,,0,0,13.45,12,,,
+03/04/2007,0,,,0,,0,,,,,,,,,0,0,11.85,10.4,,,
+04/04/2007,0.2,,,0.6,,0,,,,,,,,,0,0,9.5,9.4,,,
+05/04/2007,0.4,,,0.2,,0.2,,,,,,,,,0,0,12.25,10.15,,,
+06/04/2007,0,,,0,,0,,,,,,,,,0,0,12.25,10.3,,,
+07/04/2007,0,,,0,,0,,,,,,,,,0,0,12.4,11,,,
+08/04/2007,0,,,0,,0,,,,,,,,,0,0,12,10.25,,,
+09/04/2007,0,,,0,,0,,,,,,,,,0,0,12.95,11.8,,,
+10/04/2007,0,,,0,,0,,,,,,,,,0,0,12.9,11.25,,,
+11/04/2007,0,,,0.2,,0,,,,,,,,,0,0,14.2,12.8,,,
+12/04/2007,0,,,0,,0,,,,,,,,,0,0,17.1,15.25,,,
+13/04/2007,0,,,0,,0,,,,,,,,,0,0,17.35,15.45,,,
+14/04/2007,0,,,0,,0,,,,,,,,,0,0,15.2,14.45,,,
+15/04/2007,0,,,0.2,,0,,,,,,,,,0,0,15.9,14.2,,,
+16/04/2007,0,,,0,,0,,,,,,,,,0,0,18.6,13.9,,,
+17/04/2007,0,,,0,,0,,,,,,,,,0,0,16.65,13.75,,,
+18/04/2007,0,,,0,,0,,,,,,,,,0,0,16.3,13,,,
+19/04/2007,0,,,0,,0,,,,,,,,,0,0,15.8,13.55,,,
+20/04/2007,0,,,0,,3,,,,,,,,,0,0,17.25,16.5,,,
+21/04/2007,0,,,0,,0,,,,,,,,,0,0,17.85,16.3,,,
+22/04/2007,0,,,0,,0,,,,,,,,,0,0,17.55,15.45,,,
+23/04/2007,0,,,0,,0,,,,,,,,,0,0,18.05,15.85,,,
+24/04/2007,0,,,0,,0,,,,,,,,,0,0,17.8,15.95,,,
+25/04/2007,0,,,0,,0,,,,,,,,,0,0,17.55,15.85,,,
+26/04/2007,0,,,0.2,,0.6,,,,,,,,,0,0,17.45,14.45,,,
+27/04/2007,0,,,0,,0,,,,,,,,,0,0,16.65,13.95,,,
+28/04/2007,0,,,0,,0.2,,,,,,,,,0,0,16.75,14.75,,,
+29/04/2007,0,,,0.2,,0,,,,,,,,,0,0,15.25,15.95,,,
+30/04/2007,1.2,,,0.4,,1.6,,,,,,,,,0,0,12.9,14.1,,,
+01/05/2007,3,,,0.8,,1.4,,,,,,,,,0,0,13.85,14.85,,,
+02/05/2007,1.8,,,3.6,,5.8,,,,,,,,,0,0,13.1,14.35,,,
+03/05/2007,2.6,,,2.2,,3.8,,,,,,,,,0,0,11.65,13.6,,,
+04/05/2007,13,,,10.4,,9.4,,,,,,,,,0,0,12.9,14.35,,,
+05/05/2007,19.6,,,34.2,,11.8,,,,,,,,,0,0,12.85,13.7,,,
+06/05/2007,11.4,,,4,,2,,,,,,,,,0,0,14,14.5,,,
+07/05/2007,14.2,,,0.6,,0.4,,,,,,,,,0,0,16.05,16.3,,,
+08/05/2007,0,,,0,,0,,,,,,,,,0,0,16.9,15,,,
+09/05/2007,0,,,0,,0,,,,,,,,,0,0,16.55,15,,,
+10/05/2007,0,,,0,,0,,,,,,,,,0,0,19.2,18.4,,,
+11/05/2007,0,,,0.2,,0,,,,,,,,,0,0,17.25,19.45,,,
+12/05/2007,0,,,0.2,,0,,,,,,,,,0,0,18.7,17.8,,,
+13/05/2007,0,,,0,,0,,,,,,,,,0,0,18.3,17.8,,,
+14/05/2007,0,,,0,,0,,,,,,,,,0,0,19.05,17.6,,,
+15/05/2007,0,,,0,,0,,,,,,,,,0,0,15.2,14.6,,,
+16/05/2007,0,,,0,,0,,,,,,,,,0,0,13.85,13.55,,,
+17/05/2007,0.2,,,0,,0,,,,,,,,,0,0,13.45,14.05,,,
+18/05/2007,0.2,,,0.2,,0,,,,,,,,,0,0,15.85,14.25,,,
+19/05/2007,0,,,0,,0,,,,,,,,,0,0,17.2,14.25,,,
+20/05/2007,0,,,0,,0,,,,,,,,,0,0,18.4,17.05,,,
+21/05/2007,0,,,0,,0,,,,,,,,,0,0,20.55,18.8,,,
+22/05/2007,0,,,0,,0,,,,,,,,,0,0,21.45,20.35,,,
+23/05/2007,0,,,0,,0,,,,,,,,,0,0,22.85,21.1,,,
+24/05/2007,0.2,,,0,,0.4,,,,,,,,,0,0,22.7,21.45,,,
+25/05/2007,0,,,0,,0,,,,,,,,,0,0,23.15,22.1,,,
+26/05/2007,0,,,0,,0,,,,,,,,,0,0,20.8,20.85,,,
+27/05/2007,0,,,0,,0,,,,,,,,,0,0,17.85,18.2,,,
+28/05/2007,0,,,0,,0,,,,,,,,,0,0,12.45,15.15,,,
+29/05/2007,32.8,,,33.2,,36,,,,,,,,,0,0,11.65,9.7,,,
+30/05/2007,0,,,0.4,,0,,,,,,,,,0,0,14.6,15.8,,,
+31/05/2007,0,,,0,,0,,,,,,,,,0,0,14.4,14.35,,,
+01/06/2007,0.2,,,0,,0,,,,,,,,,0,0,14.5,15.25,,,
+02/06/2007,21,,,17.4,,18,,,,,,,,,0,0,13.75,15.4,,,
+03/06/2007,7.8,,,1.8,,4.6,,,,,,,,,0,0,15.8,17.7,,,
+04/06/2007,0,,,0.4,,0,,,,,,,,,0,0,18.65,20.1,,,
+05/06/2007,15.4,,,10.2,,22.6,,,,,,,,,0,0,17.05,18.5,,,
+06/06/2007,1,,,1.4,,1.4,,,,,,,,,0,0,18.15,19.8,,,
+07/06/2007,0.4,,,1.2,,0.4,,,,,,,,,0,0,18.25,20.05,,,
+08/06/2007,2.4,,,4.4,,1.6,,,,,,,,,0,0,18.7,21.2,,,
+09/06/2007,0,,,0,,0,,,,,,,,,0,0,20.15,20.5,,,
+10/06/2007,0,,,0,,0,,,,,,,,,0,0,21.25,21.15,,,
+11/06/2007,0,,,1.2,,3.4,,,,,,,,,0,0,20,20.6,,,
+12/06/2007,0,,,0,,0,,,,,,,,,0,0,19.5,19.7,,,
+13/06/2007,0,,,0,,0,,,,,,,,,0,0,19.6,19.7,,,
+14/06/2007,0,,,0,,0,,,,,,,,,0,0,20.6,20.55,,,
+15/06/2007,0,,,0,,0,,,,,,,,,0,0,20.1,20,,,
+16/06/2007,0,,,0,,0,,,,,,,,,0,0,20.25,20.8,,,
+17/06/2007,0.2,,,0.2,,0,,,,,,,,,0,0,20.5,21.5,,,
+18/06/2007,2.6,,,0,,0,,,,,,,,,0,0,21.75,21.55,,,
+19/06/2007,0,,,0,,0,,,,,,,,,0,0,23.4,23.1,,,
+20/06/2007,0,,,0,,0,,,,,,,,,0,0,23.85,23.5,,,
+21/06/2007,0,,,0,,0,,,,,,,,,0,0,21.6,23.5,,,
+22/06/2007,0,,,0.2,,0,,,,,,,,,0,0,21.15,22.4,,,
+23/06/2007,0,,,0,,0,,,,,,,,,0,0,21.45,21.45,,,
+24/06/2007,0,,,0,,0,,,,,,,,,0,0,19.55,20.2,,,
+25/06/2007,0,,,0,,0,,,,,,,,,0,0,24.1,23.4,,,
+26/06/2007,0,,,0,,0,,,,,,,,,0,0,19.8,19.35,,,
+27/06/2007,0.4,,,0.4,,0,,,,,,,,,0,0,17.9,17.5,,,
+28/06/2007,0,,,0,,0,,,,,,,,,0,0,17.5,18.25,,,
+29/06/2007,0,,,0,,0,,,,,,,,,0,0,18.35,18.75,,,
+30/06/2007,0,,,0,,0,,,,,,,,,0,0,20.4,20.1,,,
+01/07/2007,0,,,0,,0,,,,,,,,,0,0,21.45,21.15,,,
+02/07/2007,0,,,0,,0,,,,,,,,,0,0,19.95,19.75,,,
+03/07/2007,0,,,0,,0,,,,,,,,,0,0,21.5,20.3,,,
+04/07/2007,0,,,0,,0,,,,,,,,,0,0,20.25,19.3,,,
+05/07/2007,0,,,0,,0,,,,,,,,,0,0,18.55,18.9,,,
+06/07/2007,0,,,0,,0,,,,,,,,,0,0,19.5,18.7,,,
+07/07/2007,0,,,0,,0,,,,,,,,,0,0,20.2,19,,,
+08/07/2007,0,,,0.2,,0,,,,,,,,,0,0,21.35,22.05,,,
+09/07/2007,0,,,0,,0,,,,,,,,,0,0,21.9,22.65,,,
+10/07/2007,0,,,0,,0,,,,,,,,,0,0,19.3,19.95,,,
+11/07/2007,0,,,0,,0,,,,,,,,,0,0,18.1,18.1,,,
+12/07/2007,5.2,,,0.2,,2.6,,,,,,,,,0,0,18.85,18.65,,,
+13/07/2007,0,,,0,,0,,,,,,,,,0,0,20.1,18.75,,,
+14/07/2007,0,,,0,,0,,,,,,,,,0,0,22.4,21.4,,,
+15/07/2007,0,,,0,,0,,,,,,,,,0,0,24.4,23.25,,,
+16/07/2007,0,,,0,,0,,,,,,,,,0,0,25.2,23.7,,,
+17/07/2007,0,,,0,,0,,,,,,,,,0,0,25.6,23.55,,,
+18/07/2007,0,,,0,,0,,,,,,,,,0,0,25.9,24.95,,,
+19/07/2007,0,,,0,,0,,,,,,,,,0,0,25.7,24.35,,,
+20/07/2007,0,,,0,,0,,,,,,,,,0,0,25.75,23.95,,,
+21/07/2007,0,,,0,,0,,,,,,,,,0,0,24.25,23.2,,,
+22/07/2007,0,,,0,,0,,,,,,,,,0,0,24.05,23.8,,,
+23/07/2007,0,,,0,,0,,,,,,,,,0,0,23.75,24.6,,,
+24/07/2007,0,,,0,,0,,,,,,,,,0,0,23.1,23.2,,,
+25/07/2007,0,,,0,,0,,,,,,,,,0,0,23,22.95,,,
+26/07/2007,0,,,0,,0,,,,,,,,,0,0,24.6,24.9,,,
+27/07/2007,0,,,0,,0,,,,,,,,,0,0,24.3,23.6,,,
+28/07/2007,0,,,0,,0,,,,,,,,,0,0,24.15,23.5,,,
+29/07/2007,0,,,0,,0,,,,,,,,,0,0,25.2,25.15,,,
+30/07/2007,0,,,0,,0,,,,,,,,,0,0,24.6,24,,,
+31/07/2007,0,,,0,,0,,,,,,,,,0,0,23.35,22.55,,,
+01/08/2007,0,,,0,,0,,,,,,,,,0,0,22.1,20.55,,,
+02/08/2007,0,,,0,,0,,,,,,,,,0,0,23.45,22.55,,,
+03/08/2007,0,,,0,,0,,,,,,,,,0,0,22.2,21.6,,,
+04/08/2007,0,,,0,,0,,,,,,,,,0,0,22.45,22,,,
+05/08/2007,0,,,0,,0,,,,,,,,,0,0,23.55,22.1,,,
+06/08/2007,0,,,0,,0,,,,,,,,,0,0,23.45,23.25,,,
+07/08/2007,0,,,0,,0,,,,,,,,,0,0,22.6,23.05,,,
+08/08/2007,0,,,0,,0,,,,,,,,,0,0,21.9,22.3,,,
+09/08/2007,0,,,2.2,,0.4,,,,,,,,,0,0,19.7,20.45,,,
+10/08/2007,0,,,0.2,,0,,,,,,,,,0,0,19.2,17.7,,,
+11/08/2007,4.2,,,8.6,,7.2,,,,,,,,,0,0,20.05,21.65,,,
+12/08/2007,0,,,1.2,,0,,,,,,,,,0,0,20.25,21.05,,,
+13/08/2007,0,,,0,,0,,,,,,,,,0,0,22.1,21.75,,,
+14/08/2007,0,,,0.2,,0.8,,,,,,,,,0,0,21.55,22.25,,,
+15/08/2007,0,,,0,,0,,,,,,,,,0,0,23.1,23.05,,,
+16/08/2007,0,,,0,,0,,,,,,,,,0,0,23.8,23.8,,,
+17/08/2007,0,,,0,,0,,,,,,,,,0,0,22.9,22.75,,,
+18/08/2007,0,,,0,,0,,,,,,,,,0,0,21.05,20.6,,,
+19/08/2007,0,,,0,,0,,,,,,,,,0,0,21.15,21.7,,,
+20/08/2007,14.6,,,12.6,,9.8,,,,,,,,,0,0,19.05,21.45,,,
+21/08/2007,2,,,0.4,,0,,,,,,,,,0,0,18.55,19.3,,,
+22/08/2007,1.2,,,1,,5.2,,,,,,,,,0,0,19.4,21.9,,,
+23/08/2007,2.4,,,2,,1,,,,,,,,,0,0,17.95,19.65,,,
+24/08/2007,12.6,,,4.2,,8.4,,,,,,,,,0,0,19.25,20.85,,,
+25/08/2007,1,,,0.8,,0.4,,,,,,,,,0,0,24.05,24.25,,,
+26/08/2007,0,,,0,,0,,,,,,,,,0,0,26.9,25.25,,,
+27/08/2007,0,,,0,,0,,,,,,,,,0,0,26.65,25.65,,,
+28/08/2007,0,,,0,,0,,,,,,,,,0,0,25.45,24.75,,,
+29/08/2007,0,,,0,,0,,,,,,,,,0,0,24.25,24.1,,,
+30/08/2007,0,,,0,,0,,,,,,,,,0,0,24.9,25.65,,,
+31/08/2007,0,,,0,,0,,,,,,,,,0,0,21.2,23.4,,,
+01/09/2007,13.4,,,0,,3.6,,,,,,,,,0,0,20.2,19.85,,,
+02/09/2007,0,,,0,,0,,,,,,,,,0,0,21.15,19.8,,,
+03/09/2007,0,,,0,,0,,,,,,,,,0,0,20.45,19.75,,,
+04/09/2007,0,,,0,,0,,,,,,,,,0,0,17,16.65,,,
+05/09/2007,2.2,,,0.4,,1,,,,,,,,,0,0,14.6,14.6,,,
+06/09/2007,0.6,,,0,,0.4,,,,,,,,,0,0,14.95,13.95,,,
+07/09/2007,0,,,0,,0,,,,,,,,,0,0,16.5,16.65,,,
+08/09/2007,0,,,0,,0,,,,,,,,,0,0,19.3,18.75,,,
+09/09/2007,0,,,0,,0,,,,,,,,,0,0,18.55,18.05,,,
+10/09/2007,0.2,,,0.2,,0,,,,,,,,,0,0,19.4,19.4,,,
+11/09/2007,0.6,,,0,,0,,,,,,,,,0,0,20.7,19.9,,,
+12/09/2007,0,,,0,,0,,,,,,,,,0,0,19.45,17.65,,,
+13/09/2007,0,,,0,,0,,,,,,,,,0,0,19.45,17.65,,,
+14/09/2007,0,,,0,,0,,,,,,,,,0,0,19.3,18,,,
+15/09/2007,0,,,0,,0,,,,,,,,,0,0,20.75,19.65,,,
+16/09/2007,0,,,0,,0,,,,,,,,,0,0,20.75,21.35,,,
+17/09/2007,0,,,0.2,,0,,,,,,,,,0,0,21.8,22.75,,,
+18/09/2007,0.2,,,0,,1.2,,,,,,,,,0,0,20.7,22.1,,,
+19/09/2007,0,,,0,,3.6,,,,,,,,,0,0,18.45,16.95,,,
+20/09/2007,0,,,0,,0,,,,,,,,,0,0,16.55,14.8,,,
+21/09/2007,0,,,0,,0,,,,,,,,,0,0,16.55,15.1,,,
+22/09/2007,0,,,0,,0,,,,,,,,,0,0,17.5,16,,,
+23/09/2007,0,,,0,,0,,,,,,,,,0,0,18.05,16.15,,,
+24/09/2007,0,,,0,,0,,,,,,,,,0,0,19.6,18.5,,,
+25/09/2007,0,,,0,,0,,,,,,,,,0,0,19.55,18.6,,,
+26/09/2007,0,,,0,,0,,,,,,,,,0,0,16.5,17.55,,,
+27/09/2007,5.4,,,2.2,,7,,,,,,,,,0,0,12.95,14.75,,,
+28/09/2007,30.2,,,32.2,,16.4,,,,,,,,,0,0,11.85,13,,,
+29/09/2007,6.6,,,4,,4.4,,,,,,,,,0,0,13.2,13.7,,,
+30/09/2007,0.2,,,0.2,,0.2,,,,,,,,,0,0,17,17.25,,,
+01/10/2007,0,,,0.2,,0,,,,,,,,,0,0,19.35,18.8,,,
+02/10/2007,0.2,,,0.2,,0,,,,,,,,,0,0,19.9,19.45,,,
+03/10/2007,0,,,0.2,,0,,,,,,,,,0,0,20.75,19.6,,,
+04/10/2007,0,,,0,,0,,,,,,,,,0,0,20.05,20.6,,,
+05/10/2007,0,,,0.2,,0,,,,,,,,,0,0,19.05,19.45,,,
+06/10/2007,0,,,0,,0,,,,,,,,,0,0,19,19.45,,,
+07/10/2007,9.8,,,7.6,,1.4,,,,,,,,,0,0,16.35,16.4,,,
+08/10/2007,0.2,,,0,,0,,,,,,,,,0,0,16.2,16,,,
+09/10/2007,0,,,0,,0,,,,,,,,,0,0,15.95,14.65,,,
+10/10/2007,0,,,0,,0,,,,,,,,,0,0,15.75,15.5,,,
+11/10/2007,0,,,0,,0,,,,,,,,,0,0,14.65,13.9,,,
+12/10/2007,0,,,0,,0,,,,,,,,,0,0,15.1,14.75,,,
+13/10/2007,0.2,,,0,,0,,,,,,,,,0,0,16.55,15.4,,,
+14/10/2007,0,,,0,,0,,,,,,,,,0,0,13.4,13.9,,,
+15/10/2007,0,,,0,,0,,,,,,,,,0,0,13.3,11.5,,,
+16/10/2007,0,,,0,,0,,,,,,,,,0,0,14.2,12,,,
+17/10/2007,0,,,0.2,,0,,,,,,,,,0,0,13.7,12.3,,,
+18/10/2007,0.2,,,0.2,,0,,,,,,,,,0,0,15.25,14.85,,,
+19/10/2007,0,,,0,,0,,,,,,,,,0,0,11.7,10.15,,,
+20/10/2007,0,,,0,,0,,,,,,,,,0,0,6.85,7.55,,,
+21/10/2007,0,,,0,,0,,,,,,,,,0,0,5.5,5.45,,,
+22/10/2007,0,,,0,,0,,,,,,,,,0,0,6.05,4.7,,,
+23/10/2007,0,,,0.6,,0,,,,,,,,,0,0,9.2,10.3,,,
+24/10/2007,0,,,0,,0,,,,,,,,,0,0,8.05,9.6,,,
+25/10/2007,9.4,,,11.6,,8.2,,,,,,,,,0,0,10.8,12.35,,,
+26/10/2007,24,,,31.8,,18.2,,,,,,,,,0,0,13,14.95,,,
+27/10/2007,0.8,,,0.6,,2.6,,,,,,,,,0,0,15.55,15.15,,,
+28/10/2007,0.2,,,0.4,,0.2,,,,,,,,,0,0,13.75,12.65,,,
+29/10/2007,0.2,,,0.2,,0.2,,,,,,,,,0,0,13.25,14.1,,,
+30/10/2007,4.6,,,5.6,,5,,,,,,,,,0,0,10.85,12.55,,,
+31/10/2007,9.4,,,6.4,,12.4,,,,,,,,,0,0,11.9,11.7,,,
+01/11/2007,0,,,0,,0,,,,,,,,,0,0,10.1,9.55,,,
+02/11/2007,0,,,0,,0,,,,,,,,,0,0,10.9,9.55,,,
+03/11/2007,0,,,0,,0,,,,,,,,,0,0,11.95,11.05,,,
+04/11/2007,0,,,0.2,,0,,,,,,,,,0,0,11.1,10.15,,,
+05/11/2007,0,,,0,,0,,,,,,,,,0,0,11.95,9.2,,,
+06/11/2007,0,,,0,,0,,,,,,,,,0,0,6.4,5.7,,,
+07/11/2007,0.2,,,0,,0,,,,,,,,,0,0,10.25,8.25,,,
+08/11/2007,0,,,0,,0,,,,,,,,,0,0,10.2,7.6,,,
+09/11/2007,0.4,,,0.2,,0,,,,,,,,,0,0,9.3,11.75,,,
+10/11/2007,0.8,,,1.2,,2.4,,,,,,,,,0,0,6.6,6.05,,,
+11/11/2007,0,,,0,,0,,,,,,,,,0,0,9.6,7.8,,,
+12/11/2007,0.2,,,0.2,,0,,,,,,,,,0,0,10.65,8.75,,,
+13/11/2007,0.2,,,1,,0,,,,,,,,,0,0,7.2,5.25,,,
+14/11/2007,5.2,,,6.4,,6,,,,,,,,,0,0,4,3.8,,,
+15/11/2007,12.2,,,13.6,,12.4,,,,,,,,,0,0,4.5,4.35,,,
+16/11/2007,0.2,,,0,,0,,,,,,,,,0,0,2.9,6.25,,,
+17/11/2007,0,,,0.6,,0,,,,,,,,,0,0,3.6,4.25,,,
+18/11/2007,0,,,0,,0,,,,,,,,,0,0,4.35,4.45,,,
+19/11/2007,0,,,0,,0,,,,,,,,,0,0,4.1,4.2,,,
+20/11/2007,0,,,0,,0,,,,,,,,,0,0,5.15,4.75,,,
+21/11/2007,0,,,0,,0,,,,,,,,,0,0,6.1,5.1,,,
+22/11/2007,0,,,0,,0,,,,,,,,,0,0,10.55,10.75,,,
+23/11/2007,0.2,,,0,,0,,,,,,,,,0,0,14.2,12.3,,,
+24/11/2007,0.4,,,0,,0,,,,,,,,,0,0,12.25,12,,,
+25/11/2007,3.4,,,11,,1.8,,,,,,,,,0,0,11.45,10.6,,,
+26/11/2007,0.2,,,0.2,,0,,,,,,,,,0,0,11.05,7.3,,,
+27/11/2007,0.2,,,0.6,,0.2,,,,,,,,,0,0,8.5,7.95,,,
+28/11/2007,0,,,4,,2.2,,,,,,,,,0,0,8.45,6.35,,,
+29/11/2007,0,,,0,,0,,,,,,,,,0,0,6.9,5.5,,,
+30/11/2007,0,,,0,,0,,,,,,,,,0,0,4.55,2.85,,,
+01/12/2007,0,,,0,,0,,,,,,,,,0,0,7.85,5.75,,,
+02/12/2007,0,,,0,,0.2,,,,,,,,,0,0,9.2,5.8,,,
+03/12/2007,0,,,0,,0,,,,,,,,,0,0,10.45,8.5,,,
+04/12/2007,1.8,,,7.6,,1.6,,,,,,,,,0,0,7.85,6.4,,,
+05/12/2007,0,,,0,,0,,,,,,,,,0,0,7.65,5.2,,,
+06/12/2007,0,,,0,,0,,,,,,,,,0,0,7.85,6.3,,,
+07/12/2007,0,,,0,,0,,,,,,,,,0,0,7.15,3.5,,,
+08/12/2007,3.4,,,3.2,,1,,,,,,,,,0,0,7.5,6.8,,,
+09/12/2007,0,,,0,,0,,,,,,,,,0,0,6.1,3,,,
+10/12/2007,14.8,,,8,,14.2,,,,,,,,,0,0,7.25,8,,,
+11/12/2007,1,,,4,,1.4,,,,,,,,,0,0,6.4,6.7,,,
+12/12/2007,0.2,,,0,,0,,,,,,,,,0,0,6.75,4.95,,,
+13/12/2007,0,,,0,,0,,,,,,,,,0,0,5.95,4.8,,,
+14/12/2007,0,,,0,,0,,,,,,,,,0,0,2.05,2.2,,,
+15/12/2007,0,,,0,,0,,,,,,,,,0,0,-0.3,-0.05,,,
+16/12/2007,0,,,0,,0,,,,,,,,,0,0,0.7,0.45,,,
+17/12/2007,0,,,0,,0,,,,,,,,,0,0,3.15,5.05,,,
+18/12/2007,0,,,0,,0,,,,,,,,,0,0,2.2,2.25,,,
+19/12/2007,0,,,0,,0,,,,,,,,,0,0,3.3,2.25,,,
+20/12/2007,0,,,0,,0,,,,,,,,,0,0,5.85,2.4,,,
+21/12/2007,0,,,0,,0,,,,,,,,,0,0,3.95,1.5,,,
+22/12/2007,0,,,0,,0,,,,,,,,,0,0,4.3,2.15,,,
+23/12/2007,5.8,,,6.6,,4.8,,,,,,,,,0,0,5.7,7.05,,,
+24/12/2007,0.4,,,0.4,,0,,,,,,,,,0,0,8.25,8.2,,,
+25/12/2007,0,,,0,,0,,,,,,,,,0,0,7.5,7.05,,,
+26/12/2007,1.2,,,1.4,,1,,,,,,,,,0,0,4.55,4.65,,,
+27/12/2007,0,,,0,,0,,,,,,,,,0,0,4.4,3.6,,,
+28/12/2007,0,,,0,,0,,,,,,,,,0,0,4.65,2.75,,,
+29/12/2007,0,,,0,,0,,,,,,,,,0,0,4.4,1.9,,,
+30/12/2007,0,,,0,,0,,,,,,,,,0,0,3.35,0.05,,,
+31/12/2007,0.2,,,0.2,,0,,,,,,,,,0,0,5.6,3.85,,,
+01/01/2008,0,,,0,,0,,,,,,,,,0,0,3.8,0.4,,,
+02/01/2008,0,,,0,,0,,,,,,,,,0,0,1.55,2.9,,,
+03/01/2008,0,,,5.8,,2,,,,,,,,,0,0,0.9,3,,,
+04/01/2008,4,,,5,,2.2,,,,,,,,,0,0,5.55,6.65,,,
+05/01/2008,2.2,,,4,,2.2,,,,,,,,,0,0,8.25,8.15,,,
+06/01/2008,8.4,,,6,,8.4,,,,,,,,,0,0,9.2,7.6,,,
+07/01/2008,7,,,0.8,,2.4,,,,,,,,,0,0,8.85,8.8,,,
+08/01/2008,3.6,,,2.4,,1.6,,,,,,,,,0,0,9.7,10.2,,,
+09/01/2008,0,,,0.2,,0,,,,,,,,,0,0,8.45,8.3,,,
+10/01/2008,0,,,0.6,,1,,,,,,,,,0,0,7.8,9.35,,,
+11/01/2008,2.6,,,13.6,,6.4,,,,,,,,,0,0,9.1,10.3,,,
+12/01/2008,20.8,,,,,,,,,,,,,,0,0,6.75,8.75,,,
+13/01/2008,35.2,,,5.6,,2.8,,,,,,,,,0,0,5.55,5.75,,,
+14/01/2008,2,,,0.2,,0.2,,,,,,,,,0,0,3.05,4.6,,,
+15/01/2008,1,,,9.2,,4.4,,,,,,,,,0,0,4.4,4.05,,,
+16/01/2008,3.6,,,29,,6.8,,,,,,,,,0,0,6.7,7.1,,,
+17/01/2008,21,,,5,,11.2,,,,,,,,,0,0,5.65,8.4,,,
+18/01/2008,0.2,,,0.2,,0,,,,,,,,,0,0,6.6,6.5,,,
+19/01/2008,0.2,,,0.2,,0.2,,,,,,,,,0,0,6.7,6.4,,,
+20/01/2008,0,,,0.2,,0.2,,,,,,,,,0,0,6.95,5.15,,,
+21/01/2008,0,,,0,,0,,,,,,,,,0,0,6.75,8.75,,,
+22/01/2008,0,,,0,,0,,,,,,,,,0,0,7.5,7.85,,,
+23/01/2008,0,,,0,,0,,,,,,,,,0,0,4.85,5.8,,,
+24/01/2008,0,,,0,,0,,,,,,,,,0,0,5.55,6.15,,,
+25/01/2008,0,,,0,,0,,,,,,,,,0,0,6.7,5.05,,,
+26/01/2008,0,,,0,,0,,,,,,,,,0,0,9.8,6.9,,,
+27/01/2008,0,,,0,,0,,,,,,,,,0,0,5.95,2,,,
+28/01/2008,0,,,0,,0,,,,,,,,,0,0,12.2,10.8,,,
+29/01/2008,0,,,0,,0,,,,,,,,,0,0,9.35,6.35,,,
+30/01/2008,0,,,1.2,,0.4,,,,,,,,,0,0,8.7,8.35,,,
+31/01/2008,5.4,,,3.6,,5.4,,,,,,,,,0,0,6.1,6.35,,,
+01/02/2008,3,,,0.2,,0,,,,,,,,,0,0,6.75,8.7,,,
+02/02/2008,5.8,,,41.8,,35.4,,,,,,,,,0,0,7.95,8.75,,,
+03/02/2008,36.8,,,17.6,,10.8,,,,,,,,,0,0,7,9.45,,,
+04/02/2008,4,,,18.2,,11.4,,,,,,,,,0,0,8.3,10.3,,,
+05/02/2008,18.8,,,3.8,,0.2,,,,,,,,,0,0,7,6.7,,,
+06/02/2008,0.2,,,0.2,,0,,,,,,,,,0,0,7.95,6.8,,,
+07/02/2008,0,,,0,,0,,,,,,,,,0,0,9.45,7.95,,,
+08/02/2008,0,,,0,,0,,,,,,,,,0,0,5.8,5.25,,,
+09/02/2008,0,,,0,,0,,,,,,,,,0,0,5.45,5.7,,,
+10/02/2008,0,,,0,,0,,,,,,,,,0,0,5.1,4.85,,,
+11/02/2008,0,,,0,,0,,,,,,,,,0,0,3.25,2.8,,,
+12/02/2008,0,,,0,,0,,,,,,,,,0,0,3.85,2.5,,,
+13/02/2008,0,,,0,,0,,,,,,,,,0,0,5.3,3.9,,,
+14/02/2008,0,,,0,,0,,,,,,,,,0,0,5.85,4.15,,,
+15/02/2008,0.2,,,0,,0,,,,,,,,,0,0,5.75,4.2,,,
+16/02/2008,0,,,0,,0,,,,,,,,,0,0,2.55,3.35,,,
+17/02/2008,0,,,0,,0,,,,,,,,,0,0,0.55,0.85,,,
+18/02/2008,0,,,0,,0,,,,,,,,,0,0,1.8,1,,,
+19/02/2008,0,,,0,,0,,,,,,,,,0,0,6.05,4.8,,,
+20/02/2008,0,,,0,,0,,,,,,,,,0,0,5.45,5.65,,,
+21/02/2008,0,,,0,,0,,,,,-8.6,,,,0,0,8.7,7.9,,,
+22/02/2008,0,,,0.2,,0,,,,,-8.6,,,,0,0,9.35,7,,,
+23/02/2008,0.2,,,0,,0,,,,,-8.6,,,,0,0,8.6,6.8,,,
+24/02/2008,0.2,,,0.4,,0,,,,,-8.6,,,,0,0,9.85,9.4,,,
+25/02/2008,0,,,0.2,,0,,,,,-8.6,,,,0,0,9.55,7.15,,,
+26/02/2008,0,,,0.2,,0.4,,,,,-8.6,,,,0,0,9.3,8.3,,,
+27/02/2008,3.4,,,4.8,,1.8,,,,,-8.6,,,,0,0,9.85,11.3,,,
+28/02/2008,0,,,2.2,,0,,,,,-8.6,,,,0,0,11.6,13.15,,,
+29/02/2008,0,,,0,,0,,,,,-8.6,,,,0,0,9.9,12.4,,,
+01/03/2008,0,,,0,,0,,,,,-8.6,,,,0,0,10.5,10.3,,,
+02/03/2008,0.2,,,0.2,,0,,,,,-8.6,,,,0,0,12.05,10.55,,,
+03/03/2008,0,,,0,,0,,,,,-8.6,,,,0,0,12.2,11.95,,,
+04/03/2008,0,,,0,,0,,,,,-8.6,,,,0,0,8.75,9.35,,,
+05/03/2008,5.6,,,3.8,,3.4,,,,,-8.6,,,,0,0,2.9,5.95,,,
+06/03/2008,1,,,2.8,,5.6,,,,,-8.7,,,,0,0,2.7,4.5,,,
+07/03/2008,8.8,,,19.8,,7.6,,,,,-8.7,,,,0,0,1.55,3.55,,,
+08/03/2008,12.4,,,0.2,,0,,,,,-8.7,,,,0,0,5.05,6.8,,,
+09/03/2008,0.4,,,2.4,,0,,,,,-8.7,,,,0,0,7.1,7.35,,,
+10/03/2008,4.2,,,7,,5.8,,,,,-8.6,,,,0,0,8.25,9.1,,,
+11/03/2008,7.6,,,1.4,,1,,,,,-8.6,,,,0,0,8.85,10.35,,,
+12/03/2008,0.2,,,0,,0,,,,,-8.6,,,,0,0,11.55,12.75,,,
+13/03/2008,0,,,0,,0,,,,,-8.7,,,,0,0,12.35,12.2,,,
+14/03/2008,0,,,0.2,,0,,,,,-8.7,,,,0,0,11.2,10,,,
+15/03/2008,0.2,,,0,,0,,,,,-8.7,,,,0,0,11,12.7,,,
+16/03/2008,0,,,0,,0,,,,,-8.7,,,,0,0,10.85,9.65,,,
+17/03/2008,0,,,0,,0,,,,,-8.7,,,,0,0,10.45,10.25,,,
+18/03/2008,0,,,0,,0,,,,,-8.6,,,,0,0,10.3,9.4,,,
+19/03/2008,0,,,0,,0,,,,,-8.7,,,,0,0,9.4,10.25,,,
+20/03/2008,2.6,,,7,,2.8,,,,,-8.7,,,,0,0,4.9,3.9,,,
+21/03/2008,3.8,,,17,,10.8,,,,,-8.7,,,,0,0,4.8,3.85,,,
+22/03/2008,27.2,,,8,,10.2,,,,,-8.6,,,,0,0,7.15,7.5,,,
+23/03/2008,0,,,19.6,,12.6,,,,,-8.6,,,,0,0,3.45,3.3,,,
+24/03/2008,25.8,,,2.6,,1.4,,,,,-8.6,,,,0,0,4.35,5,,,
+25/03/2008,1.6,,,1.4,,0,,,,,-8.6,,,,0,0,5.85,6.2,,,
+26/03/2008,1.2,,,1,,1.4,,,,,-8.6,,,,0,0,8.35,8.65,,,
+27/03/2008,0,,,8.6,,8.4,,,,,-8.6,,,,0,0,8.6,9.15,,,
+28/03/2008,7.2,,,2.6,,1.6,,,,,-8.6,,,,0,0,9.35,9.95,,,
+29/03/2008,0.2,,,0,,0,,,,,-8.6,,,,0,0,10.7,9.5,,,
+30/03/2008,0,,,0,,0,,,,,-8.6,,,,0,0,12.45,11.15,,,
+31/03/2008,0,,,0,,0,,,,,-8.6,,,,0,0,11.75,10.85,,,
+01/04/2008,0,,,0,,0,,,,,-8.6,,,,0,0,14.3,11.5,,,
+02/04/2008,0,,,0,,0,,,,,-8.6,,,,0,0,13.55,11.75,,,
+03/04/2008,0,,,2.4,,0.6,,,,,-8.6,,,,0,0,10.2,8.25,,,
+04/04/2008,3.6,,,0,,0,,,,,-8.6,,,,0,0,8.9,8.35,,,
+05/04/2008,0,,,0,,0,,,,,-8.6,,,,0,0,10.05,8,,,
+06/04/2008,0,,,0,,0,,,,,-8.6,,,,0,0,10.15,8.9,,,
+07/04/2008,0,,,0,,0,,,,,-8.6,,,,0,0,11.45,13.25,,,
+08/04/2008,0,,,0,,0.2,,,,,-8.6,,,,0,0,11.5,11.7,,,
+09/04/2008,1.6,,,0.4,,0.2,,,,,-8.7,,,,0,0,11.4,11.5,,,
+10/04/2008,0.6,,,0.2,,0,,,,,-8.7,,,,0,0,14.55,17.15,,,
+11/04/2008,0,,,0,,0,,,,,-8.7,,,,0,0,14.05,16.25,,,
+12/04/2008,7.6,,,5.8,,5,,,,,-8.7,,,,0,0,10.05,11.65,,,
+13/04/2008,2.6,,,1.2,,4.2,,,,,-8.7,,,,0,0,10.55,10.45,,,
+14/04/2008,4.6,,,3.8,,4.8,,,,,-8.7,,,,0,0,10.25,9.65,,,
+15/04/2008,8,,,13,,7,,,,,-8.7,,,,0,0,7.7,7.85,,,
+16/04/2008,8.4,,,0.2,,0,,,,,-8.7,,,,0,0,10.4,10.65,,,
+17/04/2008,0,,,0.8,,0,,,,,-8.7,,,,0,0,10.55,11.65,,,
+18/04/2008,9.4,,,14.8,,5,,,,,-8.7,,,,0,0,11,12.75,,,
+19/04/2008,0,,,0,,0,,,,,-8.7,,,,0,0,13.75,13.1,,,
+20/04/2008,0.2,,,0,,0,,,,,-8.7,,,,0,0,13.1,12.85,,,
+21/04/2008,9,,,10,,9.6,,,,,-8.7,,,,0,0,11.2,12.35,,,
+22/04/2008,1.2,,,0.2,,0,,,,,-8.7,,,,0,0,10.3,11.05,,,
+23/04/2008,0,,,0.2,,0,,,,,-8.7,,,,0,0,13.3,13.15,,,
+24/04/2008,0,,,0.2,,13.8,,,,,-8.7,,,,0,0,13.55,13.5,,,
+25/04/2008,1.2,,,0.2,,0,,,,,-8.7,,,,0,0,14.7,13.95,,,
+26/04/2008,0,,,0,,0,,,,,-8.7,,,,0,0,13.7,12.15,,,
+27/04/2008,0,,,0,,0,,,,,-8.7,,,,0,0,14.2,12.4,,,
+28/04/2008,0,,,0,,0,,,,,-8.7,,,,0,0,13.85,12.45,,,
+29/04/2008,3.8,,,2,,3.2,,,,,-8.7,,,,0,0,11.6,13,,,
+30/04/2008,0.6,,,0.2,,0,,,,,-8.7,,,,0,0,12.75,13.5,,,
+01/05/2008,0,,,0,,0,,,,,-8.7,,,,0,0,14.45,12.95,,,
+02/05/2008,0,,,0,,0,,,,,-8.7,,,,0,0,14.35,13.05,,,
+03/05/2008,0,,,0,,0,,,,,-8.7,,,,0,0,17.7,14.9,,,
+04/05/2008,0,,,0,,0,,,,,-8.7,,,,0,0,18.55,15.35,,,
+05/05/2008,0,,,0.6,,3.4,,,,,-8.7,,,,0,0,13.45,12.1,,,
+06/05/2008,4.8,,,0,,0,,,,,-8.8,,,,0,0,12.95,12.15,,,
+07/05/2008,0,,,0,,0,,,,,-8.8,,,,0,0,15.7,14,,,
+08/05/2008,0,,,0,,0,,,,,-8.8,,,,0,0,15.75,14.35,,,
+09/05/2008,0,,,0,,0,,,,,-8.8,,,,0,0,16.25,14.95,,,
+10/05/2008,0,,,0,,0,,,,,-8.8,,,,0,0,16.95,14.4,,,
+11/05/2008,0,,,0,,0,,,,,-8.8,,,,0,0,16.65,14.85,,,
+12/05/2008,0,,,1.6,,0,,,,,-8.8,,,,0,0,14.7,15.7,,,
+13/05/2008,0.8,,,8.8,,4.2,,,,,-8.8,,,,0,0,15.1,15.6,,,
+14/05/2008,0.4,,,0,,0,,,,,-8.8,,,,0,0,16.15,16.9,,,
+15/05/2008,0,,,0,,0,,,,,-8.8,,,,0,0,14.8,15.6,,,
+16/05/2008,0.6,,,0,,0,,,,,-8.8,,,,0,0,15.25,15.8,,,
+17/05/2008,1,,,0.6,,1.2,,,,,-8.8,,,,0,0,16.55,19.15,,,
+18/05/2008,11.2,,,9.2,,14,,,,,-8.8,,,,0,0,15.75,16.8,,,
+19/05/2008,2,,,3.2,,1.4,,,,,-8.8,,,,0,0,14.55,15.65,,,
+20/05/2008,6.8,,,7.4,,6,,,,,-8.8,,,,0,0,12,15.05,,,
+21/05/2008,12.2,,,3.2,,0,,,,,-8.8,,,,0,0,15.4,16.35,,,
+22/05/2008,1.4,,,0,,0,,,,,-8.8,,,,0,0,15.3,15.65,,,
+23/05/2008,0,,,0.2,,0,,,,,-8.8,,,,0,0,14.85,14.25,,,
+24/05/2008,0.2,,,0,,0,,,,,-8.8,,,,0,0,16.4,16.95,,,
+25/05/2008,0,,,0,,0,,,,,-8.8,,,,0,0,17.6,18.9,,,
+26/05/2008,0,,,0,,0,,,,,-8.8,,,,0,0,20.2,19.95,,,
+27/05/2008,0,,,0,,0,,,,,-8.9,,,,0,0,23.1,21.8,,,
+28/05/2008,0,,,0,,0,,,,,-8.9,,,,0,0,22.3,21.55,,,
+29/05/2008,0,,,2.4,,2.8,,,,,-8.9,,,,0,0,18.2,18.95,,,
+30/05/2008,6.2,,,5.6,,10.4,,,,,-8.9,,,,0,0,14.8,16.5,,,
+31/05/2008,13.4,,,0.2,,0.2,,,,,-8.9,,,,0,0,17.4,19.45,,,
+01/06/2008,0,,,0,,0,,,,,-8.9,,,,0,0,17.9,18.45,,,
+02/06/2008,0,,,0.4,,1,,,,,-8.9,,,,0,0,16,16.6,,,
+03/06/2008,1.2,,,4.2,,2.2,,,,,-8.9,,,,0,0,16.35,16.25,,,
+04/06/2008,3.2,,,0,,0.6,,,,,-8.9,,,,0,0,16.1,16.8,,,
+05/06/2008,0,,,0.6,,2.8,,,,,-8.9,,,,0,0,15.5,17.8,,,
+06/06/2008,2.8,,,2.2,,0.4,,,,,-8.9,,,,0,0,16.2,17.3,,,
+07/06/2008,0.4,,,1.2,,1.2,,,,,-8.9,,,,0,0,15.45,16.75,,,
+08/06/2008,0.8,,,6.2,,1.6,,,,,-8.9,,,,0,0,16.85,18.1,,,
+09/06/2008,5,,,0.4,,18.2,,,,,-8.9,,,,0,0,18.2,19.15,,,
+10/06/2008,2.6,,,0,,0,,,,,-8.9,,,,0,0,18.95,19.5,,,
+11/06/2008,0,,,0,,0,,,,,-8.9,,,,0,0,18.55,19.05,,,
+12/06/2008,0,,,13.4,,4.6,,,,,-8.9,,,,0,0,16,17.6,,,
+13/06/2008,22.8,,,0.2,,14,,,,,-8.9,,,,0,0,16.75,19.3,,,
+14/06/2008,13.2,,,0.2,,0.4,,,,,-8.9,,,,0,0,15.8,15.95,,,
+15/06/2008,0.2,,,0,,0,,,,,-8.9,,,,0,0,14.95,15.05,,,
+16/06/2008,0.4,,,0,,0.2,,,,,-8.9,,,,0,0,17.2,18.35,,,
+17/06/2008,0,,,19.4,,14,,,,,-8.9,,,,0,0,18.1,18.25,,,
+18/06/2008,15,,,0.4,,0.8,,,,,-8.9,,,,0,0,18.85,20.75,,,
+19/06/2008,0,,,0,,0,,,,,-8.9,,,,0,0,19.8,20.8,,,
+20/06/2008,0,,,0.2,,0,,,,,-8.9,,,,0,0,21.25,23.95,,,
+21/06/2008,0,,,0,,0,,,,,-8.9,,,,0,0,23.6,26,,,
+22/06/2008,0,,,0,,0,,,,,-8.9,,,,0,0,24.5,26.65,,,
+23/06/2008,0,,,0,,0,,,,,-8.9,,,,0,0,23.65,25.7,,,
+24/06/2008,0,,,0,,0,,,,,-8.9,,,,0,0,22.85,25.35,,,
+25/06/2008,0,,,0,,0,,,,,-9.0,,,,0,0,23.3,25.55,,,
+26/06/2008,0,,,0,,0,,,,,-9.0,,,,0,0,23.45,25.8,,,
+27/06/2008,0,,,0,,0,,,,,-9.0,,,,0,0,23.35,25.4,,,
+28/06/2008,0,,,0,,0,,,,,-9.0,,,,0,0,24.65,26.25,,,
+29/06/2008,0,,,0,,0,,,,,-9.0,,,,0,0,25.2,27.6,,,
+30/06/2008,0,,,0,,8,,,,,-9.0,,,,0,0,24.5,27,,,
+01/07/2008,0,,,0,,0,,,,,-9.0,,,,0,0,24.75,26.8,,,
+02/07/2008,0,,,0,,0,,,,,-9.1,,,,0,0,24.65,26.55,,,
+03/07/2008,0,,,0,,0,,,,,-9.1,,,,0,0,23,25.2,,,
+04/07/2008,0,,,0,,0,,,,,-9.1,,,,0,0,22.85,25.1,,,
+05/07/2008,0,,,0,,0,,,,,-9.1,,,,0,0,21.6,23.45,,,
+06/07/2008,0,,,0,,0,,,,,-9.1,,,,0,0,22.25,24.45,,,
+07/07/2008,0,,,0,,0,,,,,-9.1,,,,0,0,23.4,25,,,
+08/07/2008,0,,,0,,0,,,,,-9.2,,,,0,0,19.9,22.2,,,
+09/07/2008,0,,,0,,0,,,,,-9.1,,,,0,0,20.4,22.1,,,
+10/07/2008,0,,,0,,0,,,,,-9.2,,,,0,0,21.2,23.4,,,
+11/07/2008,0,,,0,,0,,,,,-9.2,,,,0,0,21.55,24.2,,,
+12/07/2008,0,,,0,,0,,,,,-9.2,,,,0,0,22.95,24.9,,,
+13/07/2008,0,,,0,,0,,,,,-9.2,,,,0,0,21.55,22.9,,,
+14/07/2008,0.4,,,0,,0,,,,,-9.2,,,,0,0,19.25,22.2,,,
+15/07/2008,0,,,0,,0,,,,,-9.2,,,,0,0,20.65,22.5,,,
+16/07/2008,0,,,0,,0,,,,,-9.2,,,,0,0,21.25,23.45,,,
+17/07/2008,0,,,0,,0,,,,,-9.2,,,,0,0,20.5,22.3,,,
+18/07/2008,0,,,0,,0,,,,,-9.2,,,,0,0,22,24,,,
+19/07/2008,0,,,0,,0,,,,,-9.2,,,,0,0,21.85,24.1,,,
+20/07/2008,0,,,0,,0,,,,,-9.2,,,,0,0,22.4,24.25,,,
+21/07/2008,0,,,0,,0,,,,,-9.2,,,,0,0,22.95,24.95,,,
+22/07/2008,1,,,0,,0,,,,,-9.3,,,,0,0,20.2,22.05,,,
+23/07/2008,0,,,0,,0,,,,,-9.3,,,,0,0,18.9,20.65,,,
+24/07/2008,0,,,0,,0,,,,,-9.3,,,,0,0,20.6,22.5,,,
+25/07/2008,0,,,0,,0,,,,,-9.3,,,,0,0,20.95,22.55,,,
+26/07/2008,0,,,0,,0,,,,,-9.3,,,,0,0,21.65,23.95,,,
+27/07/2008,0,,,1.6,,13.6,,,,,-9.3,,,,0,0,23.45,25.25,,,
+28/07/2008,0.2,,,3,,2.2,,,,,-9.3,,,,0,0,24.1,25.9,,,
+29/07/2008,2.8,,,0,,0,,,,,-9.3,,,,0,0,24.5,26.75,,,
+30/07/2008,0,,,0,,0,,,,,-9.3,,,,0,0,25.35,27.8,,,
+31/07/2008,0,,,0,,0,,,,,-9.3,,,,0,0,25.4,25.05,,,
+01/08/2008,0,,,0,,0,,,,,-9.3,,,,0,0,25.7,25,,,
+02/08/2008,0,,,0,,0,,,,,-9.3,,,,0,0,25.65,24.9,,,
+03/08/2008,0,,,0,,0,,,,,-9.4,,,,0,0,25.5,25.6,,,
+04/08/2008,0,,,0,,0,,,,,-9.4,,,,0,0,24.1,24.65,,,
+05/08/2008,0,,,0,,0,,,,,-9.4,,,,0,0,25.15,25.5,,,
+06/08/2008,0,,,0,,0,,,,,-9.4,,,,0,0,25.7,26.8,,,
+07/08/2008,0,,,0,,0,,,,,-9.4,,,,0,0,25.55,26.2,,,
+08/08/2008,0,,,0,,0,,,,,-9.4,,,,0,0,25.3,25.75,,,
+09/08/2008,0,,,0,,0,,,,,-9.4,,,,0,0,24.45,24.45,,,
+10/08/2008,0,,,0,,0,,,,,-9.4,,,,0,0,23.55,22.45,,,
+11/08/2008,0,,,0,,0,,,,,-9.4,,,,0,0,22.85,23.05,,,
+12/08/2008,0,,,0,,0,,,,,-9.4,,,,0,0,22.65,23.05,,,
+13/08/2008,0,,,0,,0,,,,,-9.5,,,,0,0,24.4,24,,,
+14/08/2008,0,,,0,,0,,,,,-9.5,,,,0,0,25.25,26.7,,,
+15/08/2008,10,,,13.2,,19.6,,,,,-9.5,,,,0,0,18.85,21.8,,,
+16/08/2008,19.2,,,0.2,,0,,,,,-9.5,,,,0,0,19.05,21,,,
+17/08/2008,0,,,0,,0,,,,,-9.5,,,,0,0,18.35,19.9,,,
+18/08/2008,0.2,,,0,,0,,,,,-9.5,,,,0,0,20.7,21,,,
+19/08/2008,0,,,0,,0,,,,,-9.4,,,,0,0,21.7,22.3,,,
+20/08/2008,0,,,0,,0,,,,,-9.4,,,,0,0,23.5,23.55,,,
+21/08/2008,0,,,0,,0,,,,,-9.4,,,,0,0,23.4,23.3,,,
+22/08/2008,0,,,0,,0,,,,,-9.5,,,,0,0,22.8,22.9,,,
+23/08/2008,0,,,0,,0,,,,,-9.5,,,,0,0,21.95,22.45,,,
+24/08/2008,0,,,0,,0,,,,,-9.5,,,,0,0,21.45,22,,,
+25/08/2008,0,,,0,,0,,,,,-9.5,,,,0,0,22.1,21.85,,,
+26/08/2008,0,,,0,,0,,,,,-9.5,,,,0,0,23.45,23.15,,,
+27/08/2008,0,,,0,,0,,,,,-9.5,,,,0,0,23.55,21.65,,,
+28/08/2008,0,,,0,,0,,,,,-9.5,,,,0,0,23.1,22.3,,,
+29/08/2008,0,,,0,,0,,,,,-9.5,,,,0,0,24.05,22.55,,,
+30/08/2008,0,,,0,,0,,,,,-9.5,,,,0,0,23.7,23.15,,,
+31/08/2008,0,,,0,,0,,,,,-9.5,,,,0,0,23.6,23.1,,,
+01/09/2008,0,,,0,,1,,,,,-9.5,,,,0,0,23.1,22.8,,,
+02/09/2008,0,,,0,,0,,,,,-9.5,,,,0,0,21.95,22.65,,,
+03/09/2008,0,,,0,,0,,,,,-9.5,,,,0,0,21.45,21.9,,,
+04/09/2008,0,,,0,,0,,,,,-9.5,,,,0,0,21.95,21.75,,,
+05/09/2008,0,,,0,,0,,,,,-9.5,,,,0,0,24,25.9,,,
+06/09/2008,0,,,0,,0,,,,,-9.5,,,,0,0,25.25,25.65,,,
+07/09/2008,0,,,0,,0,,,,,-9.5,,,,0,0,22.6,24.55,,,
+08/09/2008,7.8,,,0,,0,,,,,-9.6,,,,0,0,20.8,21.15,,,
+09/09/2008,0,,,0,,0,,,,,-9.6,,,,0,0,21.1,20.95,,,
+10/09/2008,0,,,0,,0,,,,,-9.6,,,,0,0,25.3,24.4,,,
+11/09/2008,0,,,0,,0,,,,,-9.6,,,,0,0,26.25,26.05,,,
+12/09/2008,0,,,4.2,,8.6,,,,,-9.6,,,,0,0,22.9,24.7,,,
+13/09/2008,8.4,,,34.8,,31,,,,,-9.6,,,,0,0,15.35,18.65,,,
+14/09/2008,28.8,,,23.8,,22.2,,,,,-9.6,,,,0,0,14.2,16.5,,,
+15/09/2008,3,,,8.6,,6.2,,,,,-9.6,,,,0,0,13,14.25,,,
+16/09/2008,5.8,,,0.2,,0.2,,,,,-9.5,,,,0,0,13.3,14.5,,,
+17/09/2008,0,,,0.2,,0,,,,,-9.5,,,,0,0,14.2,14.75,,,
+18/09/2008,0.2,,,0,,0,,,,,-9.5,,,,0,0,16.3,16.65,,,
+19/09/2008,5.6,,,12.6,,13.4,,,,,-9.5,,,,0,0,13.1,14.1,,,
+20/09/2008,8.8,,,0,,0,,,,,-9.5,,,,0,0,13.45,14.45,,,
+21/09/2008,0,,,0,,0,,,,,-9.5,,,,0,0,13.05,14.15,,,
+22/09/2008,0,,,0,,0,,,,,-9.5,,,,0,0,12.85,14.05,,,
+23/09/2008,0,,,0,,0,,,,,-9.5,,,,0,0,12.9,13.35,,,
+24/09/2008,0,,,0,,0,,,,,-9.5,,,,0,0,13.8,13.2,,,
+25/09/2008,0,,,0,,0,,,,,-9.5,,,,0,0,13.45,13.5,,,
+26/09/2008,0,,,0,,0,,,,,-9.5,,,,0,0,12.95,12.25,,,
+27/09/2008,0,,,0,,0,,,,,-9.5,,,,0,0,12.95,13.75,,,
+28/09/2008,0,,,0,,0,,,,,-9.5,,,,0,0,12.45,12.1,,,
+29/09/2008,0,,,0,,0,,,,,-9.5,,,,0,0,12.45,12.05,,,
+30/09/2008,0,,,0,,0,,,,,-9.5,,,,0,0,13.2,12.95,,,
+01/10/2008,0,,,0,,0,,,,,-9.5,,,,0,0,14.55,14.4,,,
+02/10/2008,0,,,0,,0.2,,,,,-9.5,,,,0,0,17,16.7,,,
+03/10/2008,0,,,0.4,,1.2,,,,,-9.5,,,,0,0,14.15,16.15,,,
+04/10/2008,6,,,0,,2,,,,,-9.5,,,,0,0,10.9,11.15,,,
+05/10/2008,0,,,0,,0,,,,,-9.5,,,,0,0,11,10.6,,,
+06/10/2008,0,,,0,,0,,,,,-9.5,,,,0,0,14.25,15.4,,,
+07/10/2008,0,,,0,,0,,,,,-9.5,,,,0,0,16.7,18.8,,,
+08/10/2008,0,,,0,,0,,,,,-9.5,,,,0,0,16.15,16.95,,,
+09/10/2008,0.2,,,0.2,,0,,,,,-9.5,,,,0,0,16.7,16.95,,,
+10/10/2008,0,,,0.2,,0,,,,,-9.6,,,,0,0,17.9,16.7,,,
+11/10/2008,0,,,0,,0,,,,,-9.6,,,,0,0,17.75,16.75,,,
+12/10/2008,0,,,0.2,,0,,,,,-9.6,,,,0,0,17.65,16.5,,,
+13/10/2008,0,,,0,,0,,,,,-9.6,,,,0,0,16.6,15.4,,,
+14/10/2008,0,,,0,,0,,,,,-9.6,,,,0,0,17.2,17.4,,,
+15/10/2008,0,,,0,,0,,,,,-9.6,,,,0,0,18.2,18.4,,,
+16/10/2008,0,,,0.2,,0,,,,,-9.6,,,,0,0,16.95,17.65,,,
+17/10/2008,0,,,0,,0,,,,,-9.6,,,,0,0,17.9,19.05,,,
+18/10/2008,0,,,0,,0,,,,,-9.6,,,,0,0,16.85,16.3,,,
+19/10/2008,0,,,0,,0,,,,,-9.6,,,,0,0,15.6,15.65,,,
+20/10/2008,0,,,0.4,,0,,,,,-9.6,,,,0,0,15.85,15.35,,,
+21/10/2008,0,,,0.2,,0,,,,,-9.6,,,,0,0,15.95,16.3,,,
+22/10/2008,0,,,0.2,,0.2,,,,,-9.6,,,,0,0,16.7,16.9,,,
+23/10/2008,1,,,2,,0.6,,,,,-9.6,,,,0,0,15.75,16.55,,,
+24/10/2008,0.4,,,6,,6.2,,,,,-9.6,,,,0,0,15.85,17.05,,,
+25/10/2008,3.6,,,4.8,,1.2,,,,,-9.6,,,,0,0,16.6,16.65,,,
+26/10/2008,0,,,0.2,,0,,,,,-9.6,,,,0,0,15.8,15.6,,,
+27/10/2008,0.2,,,0.2,,0.2,,,,,-9.6,,,,0,0,13.35,14.3,,,
+28/10/2008,24.8,,,67,,60,,,,,-9.5,,,,0,0,13.7,16.35,,,
+29/10/2008,28.2,,,19,,4.8,,,,,-9.5,,,,0,0,16.45,18.7,,,
+30/10/2008,16.6,,,1.2,,2,,,,,-9.5,,,,0,0,11.3,14.15,,,
+31/10/2008,2.6,,,19,,21.6,,,,,-9.5,,,,0,0,13.5,16.55,,,
+01/11/2008,25,,,11.2,,6,,,,,-9.5,,,,0,0,14.7,16.4,,,
+02/11/2008,0.2,,,0.2,,0.2,,,,,-9.5,,,,0,0,14.65,16.2,,,
+03/11/2008,0,,,25.8,,4,,,,,-9.4,,,,0,0,13.55,15.95,,,
+04/11/2008,23.2,,,29.2,,23.2,,,,,-9.4,,,,0,0,12.9,15.7,,,
+05/11/2008,23.6,,,0.2,,0.2,,,,,-9.4,,,,0,0,13.9,15.25,,,
+06/11/2008,0.2,,,0.2,,1,,,,,-9.4,,,,0,0,12.95,13.55,,,
+07/11/2008,2,,,4.2,,6,,,,,-9.4,,,,0,0,11.75,12.4,,,
+08/11/2008,7.2,,,1,,0.2,,,,,-9.4,,,,0,0,10.15,12.3,,,
+09/11/2008,0.2,,,0.4,,0.2,,,,,-9.4,,,,0,0,10.75,11.7,,,
+10/11/2008,0.4,,,0.4,,0.4,,,,,-9.4,,,,0,0,11.1,11.35,,,
+11/11/2008,0.2,,,0.4,,0.2,,,,,-9.4,,,,0,0,10.75,11.85,,,
+12/11/2008,0,,,2.4,,0.4,,,,,-9.4,,,,0,0,11.7,13.45,,,
+13/11/2008,27,,,28,,22.6,,,,,-9.3,,,,0,0,10.55,12.35,,,
+14/11/2008,2,,,0.4,,0.4,,,,,-9.3,,,,0,0,10.95,11.6,,,
+15/11/2008,0.8,,,0,,0,,,,,-9.3,,,,0,0,9.9,11.45,,,
+16/11/2008,0.2,,,0,,0,,,,,-9.3,,,,0,0,11.75,12.05,,,
+17/11/2008,0,,,0.2,,0,,,,,-9.3,,,,0,0,10.4,9.15,,,
+18/11/2008,0,,,0,,0,,,,,-9.3,,,,0,0,8.8,7.7,,,
+19/11/2008,0.2,,,0,,0,,,,,-9.3,,,,0,0,9.65,9.9,,,
+20/11/2008,0,,,0.2,,0,,,,,-9.4,,,,0,0,9.95,9.35,,,
+21/11/2008,4,,,0,,0,,,,,-9.4,,,,0,0,10.05,11.45,,,
+22/11/2008,0,,,0,,0,,,,,-9.3,,,,0,0,5.55,6.75,,,
+23/11/2008,0,,,0,,0,,,,,-9.3,,,,0,0,4.65,4.05,,,
+24/11/2008,6.6,,,24.8,,21.4,,,,,-9.3,,,,0,0,3.85,3.15,,,
+25/11/2008,25.2,,,7.6,,5,,,,,-9.3,,,,0,0,4.05,6.05,,,
+26/11/2008,0,,,0,,0,,,,,-9.3,,,,0,0,5.15,5.45,,,
+27/11/2008,0.2,,,0.2,,0,,,,,-9.3,,,,0,0,5.65,5.65,,,
+28/11/2008,7.4,,,59.4,,41.8,,,,,-9.3,,,,0,0,4.65,7.45,,,
+29/11/2008,50.8,,,19.4,,13.2,,,,,-9.2,,,,0,0,8.5,9.6,,,
+30/11/2008,25.8,,,29.2,,12.6,,,,,-9.2,,,,0,0,8.55,11.05,,,
+01/12/2008,35.8,,,9,,5.8,,,,,-9.2,,,,0,0,8.1,10.9,,,
+02/12/2008,3.8,,,6,,6.6,,,,,-9.2,,,,0,0,4.4,7.55,,,
+03/12/2008,4.6,,,0.4,,0,,,,,-9.2,,,,0,0,3.4,3.6,,,
+04/12/2008,0,,,3.4,,0.8,,,,,-9.1,,,,0,0,3.85,4.3,,,
+05/12/2008,3.4,,,25.2,,21.8,,,,,-9.1,,,,0,0,8.05,9.05,,,
+06/12/2008,24.4,,,14.2,,4.6,,,,,-9.1,,,,0,0,7.65,7.95,,,
+07/12/2008,5.2,,,0.2,,0,,,,,-9.1,,,,0,0,6.85,6.9,,,
+08/12/2008,0.2,,,0.2,,0,,,,,-9.1,,,,0,0,6.6,5.35,,,
+09/12/2008,0,,,1.4,,0.8,,,,,-9.1,,,,0,0,3.8,3.6,,,
+10/12/2008,4.8,,,,,,,,,,-9.1,,,,0,0,6.6,8.95,,,
+11/12/2008,42.6,,,14.8,,2.8,,,,,-9.0,,,,0,0,6.85,9.65,,,
+12/12/2008,12,,,12,,4.6,,,,,-9.0,,,,0,0,6.15,9.3,,,
+13/12/2008,6.2,,,7.2,,1.8,,,,,-9.0,,,,0,0,7.15,8.95,,,
+14/12/2008,5.4,,,5.6,,0.6,,,,,-9.0,,,,0,0,6.85,8.75,,,
+15/12/2008,21.8,,,34.6,,25.4,,,,,-8.9,,,,0,0,6.85,10.1,,,
+16/12/2008,38.6,,,22.4,,17.4,,,,,-8.9,,,,0,0,5.5,7.05,,,
+17/12/2008,7.8,,,0.4,,0,,,,,-8.8,,,,0,0,5.7,7.3,,,
+18/12/2008,0.2,,,0,,0,,,,,-8.8,,,,0,0,4.65,3.05,,,
+19/12/2008,0.4,,,0,,0,,,,,-8.8,,,,0,0,5.45,5.8,,,
+20/12/2008,0,,,0.2,,0,,,,,-8.8,,,,0,0,6.35,6.25,,,
+21/12/2008,0.2,,,0,,0.2,,,,,-8.7,,,,0,0,7.55,6.45,,,
+22/12/2008,0,,,0.4,,0.2,,,,,-8.7,,,,0,0,5.05,5.7,,,
+23/12/2008,0.2,,,0,,0.2,,,,,-8.7,,,,0,0,6.05,8.25,,,
+24/12/2008,0,,,0.2,,0.2,,,,,-8.7,,,,0,0,3.75,6.7,,,
+25/12/2008,0.2,,,2.8,,4,,,,,-8.7,,,,0,0,5.35,7,,,
+26/12/2008,3.4,,,4.8,,0.4,,,,,-8.7,,,,0,0,2.95,5.85,,,
+27/12/2008,0,,,0,,0,,,,,-8.6,,,,0,0,-0.2,3.7,,,
+28/12/2008,0,,,0.4,,1.4,,,,,-8.6,,,,0,0,0.35,3.1,,,
+29/12/2008,5.8,,,4.4,,2.2,,,,,-8.6,,,,0,0,2.9,4.65,,,
+30/12/2008,0.4,,,0,,0,,,,,-8.6,,,,0,0,1.65,4.45,,,
+31/12/2008,0,,,0,,0,,,,,-8.6,,,,0,0,0.2,1.65,,,
+01/01/2009,2,,,1.6,,2.2,,,,,-8.6,,,,0,0,5.55,5.5,,,
+02/01/2009,0.2,,,6.2,,4.8,,,,,-8.6,,,,0,0,3.75,3.95,,,
+03/01/2009,0,,,0,,0,,,,,-8.6,,,,0,0,1.95,3.1,,,
+04/01/2009,0,,,0,,0,,,,,-8.6,,,,0,0,0.95,1.65,,,
+05/01/2009,0,,,0,,0,,,,,-8.6,,,,0,0,2.2,1.5,,,
+06/01/2009,0,,,0,,0,,,,,-8.6,,,,0,0,3.4,1.75,,,
+07/01/2009,13.2,,,0.6,,0.2,,,,,-8.6,,,,0,0,5.1,4.15,,,
+08/01/2009,0.2,,,19.8,,9.2,,,,,-8.6,,,,0,0,5.5,5.3,,,
+09/01/2009,2.2,,,0.6,,0.2,,,,,-8.6,,,,0,0,4,4.35,,,
+10/01/2009,0,,,0,,0,,,,,-8.6,,,,0,0,4.55,5.4,,,
+11/01/2009,0,,,0,,0,,,,,-8.6,,,,0,0,6.65,6.55,,,
+12/01/2009,0,,,0,,0,,,,,-8.6,,,,0,0,7,5.75,,,
+13/01/2009,1.4,,,0,,0,,,,,-8.6,,,,0,0,6.25,5.95,,,
+14/01/2009,2.8,,,3.4,,2.4,,,,,-8.6,,,,0,0,5.05,7.55,,,
+15/01/2009,1.6,,,0.6,,0,,,,,-8.6,,,,0,0,6.15,5.65,,,
+16/01/2009,0.2,,,0.2,,0.6,,,,,-8.6,,,,0,0,6.9,6.65,,,
+17/01/2009,0,,,0,,0,,,,,-8.6,,,,0,0,6.6,5.05,,,
+18/01/2009,0.6,,,0.6,,0.4,,,,,-8.6,,,,0,0,8.35,6.8,,,
+19/01/2009,0.2,,,0,,0.8,,,,,-8.6,,,,0,0,9.7,8.85,,,
+20/01/2009,4.6,,,0,,0,,,,,-8.6,,,,0,0,11.1,12.6,,,
+21/01/2009,16.2,,,34.6,,10,,,,,-8.6,,,,0,0,7.95,9,,,
+22/01/2009,0.2,,,0.2,,0,,,,,-8.6,,,,0,0,5.75,5.95,,,
+23/01/2009,1.6,,,0,,0,,,,,-8.6,,,,0,0,5.25,5.8,,,
+24/01/2009,8.2,,,1.6,,0.4,,,,,-8.6,,,,0,0,5.9,8.1,,,
+25/01/2009,4.6,,,10.4,,8.8,,,,,-8.6,,,,0,0,4.7,6.4,,,
+26/01/2009,13.4,,,0,,0,,,,,-8.6,,,,0,0,2.7,3.05,,,
+27/01/2009,0.4,,,12.2,,8.6,,,,,-8.5,,,,0,0,5.95,6.1,,,
+28/01/2009,0,,,0,,0,,,,,-8.5,,,,0,0,5,4.75,,,
+29/01/2009,0.2,,,0,,0,,,,,-8.5,,,,0,0,5.45,4.5,,,
+30/01/2009,0.2,,,0,,0,,,,,-8.5,,,,0,0,6.45,5.6,,,
+31/01/2009,0,,,0,,0,,,,,-8.5,,,,0,0,4.65,3.8,,,
+01/02/2009,6,,,2,,1.2,,,,,-8.5,,,,0,0,2.6,3.15,,,
+02/02/2009,28.2,,,9.6,,1.8,,,,,-8.5,,,,0,0,5.95,6.15,,,
+03/02/2009,17,,,44.2,,42.8,,,,,-8.4,,,,0,0,7.85,10,,,
+04/02/2009,0.2,,,9.8,,7.2,,,,,-8.4,,,,0,0,6.5,8.7,,,
+05/02/2009,6.2,,,1.4,,1.6,,,,,-8.4,,,,0,0,9.8,10.85,,,
+06/02/2009,9,,,10,,4.4,,,,,-8.4,,,,0,0,9.1,10.55,,,
+07/02/2009,17.4,,,19.8,,7.8,,,,,-8.3,,,,0,0,7.2,9.85,,,
+08/02/2009,8.2,,,15.2,,12.4,,,,,-8.3,,,,0,0,6,7.25,,,
+09/02/2009,0,,,0.2,,1.4,,,,,-8.3,,,,0,0,6.65,7.95,,,
+10/02/2009,0,,,0,,0,,,,,-8.3,,,,0,0,8.5,8.85,,,
+11/02/2009,0,,,0,,0,,,,,-8.3,,,,0,0,6,6.5,,,
+12/02/2009,0,,,0,,0,,,,,-8.2,,,,0,0,3.45,3.8,,,
+13/02/2009,0,,,0,,0,,,,,-8.2,,,,0,0,2.2,2.25,,,
+14/02/2009,0,,,0,,0,,,,,-8.2,,,,0,0,1.05,1.1,,,
+15/02/2009,0,,,0,,0,,,,,-8.2,,,,0,0,2.25,1.4,,,
+16/02/2009,0,,,0,,0,,,,,-8.2,,,,0,0,1.45,1.55,,,
+17/02/2009,0,,,0,,0,,,,,-8.2,,,,0,0,3.8,4.05,,,
+18/02/2009,0.2,,,0.4,,0.6,,,,,-8.2,,,,0,0,1.35,1.55,,,
+19/02/2009,0,,,0,,0,,,,,-8.2,,,,0,0,1.1,1.4,,,
+20/02/2009,0,,,0,,0,,,,,-8.2,,,,0,0,3.25,2.9,,,
+21/02/2009,0,,,0,,0,,,,,-8.2,,,,0,0,5.75,5.85,,,
+22/02/2009,0,,,2.2,,0,,,,,-8.2,,,,0,0,5.65,5.8,,,
+23/02/2009,4.8,,,0.2,,0,,,,,-8.2,,,,0,0,5.4,5.7,,,
+24/02/2009,0.2,,,3.8,,1.8,,,,,-8.2,,,,0,0,6.55,6.75,,,
+25/02/2009,0,,,1.2,,0.2,,,,,-8.2,,,,0,0,4.25,4.45,,,
+26/02/2009,0.4,,,0,,0,,,,,-8.2,,,,0,0,5.15,5.15,,,
+27/02/2009,0,,,0,,0,,,,,-8.2,,,,0,0,8.95,8.25,,,
+28/02/2009,0,,,0,,0.2,,,,,-8.2,,,,0,0,8.3,7.45,,,
+01/03/2009,5.6,,,0,,0,,,,,-8.1,,,,0,0,6.95,6.9,,,
+02/03/2009,9.2,,,15,,11.4,,,,,-8.1,,,,0,0,8.3,11,,,
+03/03/2009,8.4,,,3,,0.6,,,,,-8.1,,,,0,0,9.05,11.1,,,
+04/03/2009,66.4,,,8.8,,3.8,,,,,-8.1,,,,0,0,8.3,10,,,
+05/03/2009,14,,,79.2,,45,,,,,-8.0,,,,0,0,5.6,8.2,,,
+06/03/2009,0.4,,,4.2,,10.2,,,,,-8.0,,,,0,0,5.9,8.25,,,
+07/03/2009,0,,,0.2,,0,,,,,-8.0,,,,0,0,8.65,8.8,,,
+08/03/2009,0,,,0,,0,,,,,-8.0,,,,0,0,10.15,8.8,,,
+09/03/2009,0,,,0,,0,,,,,-7.9,,,,0,0,9.6,8.85,,,
+10/03/2009,0,,,0,,0,,,,,-7.9,,,,0,0,7.5,7.15,,,
+11/03/2009,0,,,0,,0,,,,,-7.9,,,,0,0,10.95,11.05,,,
+12/03/2009,0,,,0,,0,,,,,-7.9,,,,0,0,8.45,8,,,
+13/03/2009,0,,,0,,0,,,,,-7.9,,,,0,0,9.95,8.1,,,
+14/03/2009,0,,,0,,0,,,,,-7.9,,,,0,0,10.8,9.9,,,
+15/03/2009,0,,,0,,0,,,,,-7.9,,,,0,0,10.85,11.6,,,
+16/03/2009,10.8,,,9,,4.8,,,,,-7.9,,,,0,0,10.2,10.95,,,
+17/03/2009,0,,,0,,0,,,,,-7.9,,,,0,0,10.7,9.8,,,
+18/03/2009,0,,,0,,0,,,,,-7.9,,,,0,0,11.9,10.75,,,
+19/03/2009,0,,,0,,0,,,,,-7.9,,,,0,0,10.05,10.25,,,
+20/03/2009,0,,,1,,0,,,,,-7.9,,,,0,0,3.55,5.95,,,
+21/03/2009,0,,,0,,0,,,,,-7.9,,,,0,0,3,4.15,,,
+22/03/2009,0,,,0,,0,,,,,-7.9,,,,0,0,6.5,5.65,,,
+23/03/2009,0,,,0,,0,,,,,-7.8,,,,0,0,9.9,7.6,,,
+24/03/2009,4.6,,,0,,0,,,,,-7.8,,,,0,0,7.05,8.75,,,
+25/03/2009,0.2,,,6.4,,5,,,,,-7.8,,,,0,0,9.55,7.2,,,
+26/03/2009,0,,,0,,0,,,,,-7.8,,,,0,0,9.6,10.2,,,
+27/03/2009,0,,,0,,0,,,,,-7.8,,,,0,0,9.6,9.6,,,
+28/03/2009,2.8,,,0,,0,,,,,-7.8,,,,0,0,10.1,10.15,,,
+29/03/2009,8.2,,,4.2,,2.2,,,,,-7.8,,,,0,0,11.15,14.1,,,
+30/03/2009,2.8,,,5.8,,5.6,,,,,-7.8,,,,0,0,13.2,15.25,,,
+31/03/2009,43.8,,,0,,0,,,,,-7.8,,,,0,0,11.55,11.65,,,
+01/04/2009,6.8,,,45.2,,25.2,,,,,-7.7,,,,0,0,11.7,13.25,,,
+02/04/2009,0.6,,,3.2,,6,,,,,-7.7,,,,0,0,12.1,12.9,,,
+03/04/2009,0.2,,,0.2,,0.2,,,,,-7.7,,,,0,0,11.4,13.25,,,
+04/04/2009,0,,,0,,0,,,,,-7.7,,,,0,0,13.35,13.4,,,
+05/04/2009,0,,,0,,0,,,,,-7.7,,,,0,0,14.05,14.85,,,
+06/04/2009,0,,,0.2,,0,,,,,-7.7,,,,0,0,12.95,14.6,,,
+07/04/2009,0,,,0.4,,0,,,,,-7.7,,,,0,0,12.5,14.5,,,
+08/04/2009,0,,,0.4,,0,,,,,-7.7,,,,0,0,12,12.85,,,
+09/04/2009,0,,,0,,0,,,,,-7.7,,,,0,0,14.7,14.2,,,
+10/04/2009,0.2,,,0,,0,,,,,-7.7,,,,0,0,15.9,15.95,,,
+11/04/2009,0,,,1,,0,,,,,-7.7,,,,0,0,14.85,16.1,,,
+12/04/2009,0,,,0,,0,,,,,-7.6,,,,0,0,15.65,15.55,,,
+13/04/2009,0,,,0,,0,,,,,-7.6,,,,0,0,16.05,16.15,,,
+14/04/2009,0,,,0,,0,,,,,-7.6,,,,0,0,14.9,15.15,,,
+15/04/2009,0,,,0,,0,,,,,-7.6,,,,0,0,15.65,14.15,,,
+16/04/2009,6.4,,,0,,0,,,,,-7.7,,,,0,0,13.35,13.9,,,
+17/04/2009,0.2,,,3.8,,4.2,,,,,-7.7,,,,0,0,12.45,14.15,,,
+18/04/2009,2,,,3,,4.6,,,,,-7.6,,,,0,0,10.8,11.9,,,
+19/04/2009,11.6,,,2.4,,4.2,,,,,-7.6,,,,0,0,11.85,13.9,,,
+20/04/2009,0.4,,,10.6,,8.8,,,,,-7.6,,,,0,0,12.9,13.55,,,
+21/04/2009,4,,,0,,0.2,,,,,-7.6,,,,0,0,13.35,14.4,,,
+22/04/2009,0,,,9,,3,,,,,-7.6,,,,0,0,14.8,14.3,,,
+23/04/2009,0.6,,,0,,0,,,,,-7.6,,,,0,0,14.55,14.05,,,
+24/04/2009,0,,,0.4,,0,,,,,-7.6,,,,0,0,11.45,12.5,,,
+25/04/2009,0,,,0,,0,,,,,-7.6,,,,0,0,13.25,13.7,,,
+26/04/2009,0.6,,,0.2,,0,,,,,-7.6,,,,0,0,14.05,14.75,,,
+27/04/2009,4.2,,,0.4,,0.4,,,,,-7.6,,,,0,0,14.15,14.8,,,
+28/04/2009,0.4,,,0,,1.2,,,,,-7.6,,,,0,0,12.25,13.85,,,
+29/04/2009,8,,,0,,0.4,,,,,-7.6,,,,0,0,11.45,12.45,,,
+30/04/2009,0.2,,,1.4,,9.8,,,,,-7.6,,,,0,0,10.05,11.3,,,
+01/05/2009,0,,,0,,1,,,,,-7.6,,,,0,0,14.8,15,,,
+02/05/2009,6.6,,,0,,0,,,,,-7.6,,,,0,0,16.35,15.25,,,
+03/05/2009,3.4,,,6.8,,22.2,,,,,-7.6,,,,0,0,13.15,13.6,,,
+04/05/2009,0,,,0,,0,,,,,-7.6,,,,0,0,14.85,14.55,,,
+05/05/2009,0.2,,,0,,0,,,,,-7.6,,,,0,0,14.85,15.65,,,
+06/05/2009,0,,,0,,3.8,,,,,-7.6,,,,0,0,14.3,14.7,,,
+07/05/2009,0,,,0,,0,,,,,-7.6,,,,0,0,15.65,15.55,,,
+08/05/2009,0,,,0,,0,,,,,-7.6,,,,0,0,15.9,15.65,,,
+09/05/2009,0,,,0,,0,,,,,-7.6,,,,0,0,16.35,16.6,,,
+10/05/2009,0,,,0,,0,,,,,-7.6,,,,0,0,16.55,16.15,,,
+11/05/2009,0,,,0,,0,,,,,-7.6,,,,0,0,16.8,16.65,,,
+12/05/2009,0,,,0,,0,,,,,-7.6,,,,0,0,17.95,17.25,,,
+13/05/2009,0,,,0,,0,,,,,-7.6,,,,0,0,18.3,17.65,,,
+14/05/2009,0,,,0,,0,,,,,-7.6,,,,0,0,16.95,16.4,,,
+15/05/2009,2.4,,,1.2,,1,,,,,-7.6,,,,0,0,14.9,17.2,,,
+16/05/2009,15.2,,,0.6,,0.2,,,,,-7.6,,,,0,0,19.65,20.45,,,
+17/05/2009,0,,,4.4,,0,,,,,-7.6,,,,0,0,20.1,20.35,,,
+18/05/2009,0,,,0,,0,,,,,-7.6,,,,0,0,19.15,20.45,,,
+19/05/2009,0,,,0,,0,,,,,-7.6,,,,0,0,19.45,19.25,,,
+20/05/2009,0,,,0,,0,,,,,-7.6,,,,0,0,19.45,19.65,,,
+21/05/2009,0,,,0,,0,,,,,-7.7,,,,0,0,21.55,22.15,,,
+22/05/2009,0,,,0,,0,,,,,-7.7,,,,0,0,20.6,21.35,,,
+23/05/2009,0,,,0,,0,,,,,-7.7,,,,0,0,21.85,21.65,,,
+24/05/2009,0,,,0,,0,,,,,-7.7,,,,0,0,23.65,23.75,,,
+25/05/2009,0,,,0,,0,,,,,-7.6,,,,0,0,23.7,23.7,,,
+26/05/2009,0,,,0,,0,,,,,-7.6,,,,0,0,22.35,22.4,,,
+27/05/2009,0,,,0,,0,,,,,-7.7,,,,0,0,19.9,20.9,,,
+28/05/2009,0,,,0,,0,,,,,-7.7,,,,0,0,18.2,18.15,,,
+29/05/2009,0,,,0,,0,,,,,-7.7,,,,0,0,18.55,18.65,,,
+30/05/2009,0,,,0,,0,,,,,-7.7,,,,0,0,15.65,18.8,,,
+31/05/2009,3.4,,,2.4,,0.6,,,,,-7.6,,,,0,0,16.25,16.65,,,
+01/06/2009,39,,,30,,10.8,,,,,-7.6,,,,0,0,12.75,15.35,,,
+02/06/2009,0.4,,,36,,23.2,,,,,-7.6,,,,0,0,16.15,18.35,,,
+03/06/2009,0,,,0,,0,,,,,-7.6,,,,0,0,17.5,18.2,,,
+04/06/2009,0,,,0,,0,,,,,-7.6,,,,0,0,17.65,18.8,,,
+05/06/2009,0,,,0,,0,,,,,-7.6,,,,0,0,18.2,19.5,,,
+06/06/2009,0,,,0,,0,,,,,-7.6,,,,0,0,19,21.3,,,
+07/06/2009,7.8,,,3.4,,0,,,,,-7.5,,,,0,0,16.95,18.15,,,
+08/06/2009,0,,,11.8,,7.8,,,,,-7.5,,,,0,0,17.75,18.45,,,
+09/06/2009,0,,,0,,0,,,,,-7.5,,,,0,0,17.4,18.4,,,
+10/06/2009,0,,,0,,0,,,,,-7.6,,,,0,0,18.5,19.45,,,
+11/06/2009,0,,,0,,0,,,,,-7.6,,,,0,0,18.85,19.45,,,
+12/06/2009,0,,,0,,0,,,,,-7.6,,,,0,0,20.05,20.75,,,
+13/06/2009,0,,,0,,0,,,,,-7.6,,,,0,0,20.7,21.5,,,
+14/06/2009,0,,,0,,0,,,,,-7.6,,,,0,0,22,23.2,,,
+15/06/2009,0,,,0,,0,,,,,-7.6,,,,0,0,21.25,22.45,,,
+16/06/2009,0,,,0,,0,,,,,-7.6,,,,0,0,21.95,21.8,,,
+17/06/2009,0,,,0,,0,,,,,-7.6,,,,0,0,22.9,22.7,,,
+18/06/2009,0,,,0,,0,,,,,-7.6,,,,0,0,23.5,23.55,,,
+19/06/2009,0,,,0,,0,,,,,-7.6,,,,0,0,22.65,23.4,,,
+20/06/2009,24.8,,,0,,0,,,,,-7.6,,,,0,0,21.25,22.25,,,
+21/06/2009,7.2,,,14,,19.8,,,,,-7.6,,,,0,0,15.9,17.45,,,
+22/06/2009,5.6,,,3.4,,0.4,,,,,-7.5,,,,0,0,16.25,17,,,
+23/06/2009,0.6,,,7.2,,5.2,,,,,-7.5,,,,0,0,15,16.5,,,
+24/06/2009,0,,,0.2,,0.6,,,,,-7.5,,,,0,0,17.05,18.4,,,
+25/06/2009,0.4,,,0,,0,,,,,-7.6,,,,0,0,19.6,19.55,,,
+26/06/2009,0,,,0,,0.2,,,,,-7.6,,,,0,0,19.2,19.85,,,
+27/06/2009,5.2,,,0,,0,,,,,-7.6,,,,0,0,19.2,19.7,,,
+28/06/2009,0,,,10.6,,5,,,,,-7.5,,,,0,0,20.05,21.4,,,
+29/06/2009,2.4,,,0.2,,0,,,,,-7.5,,,,0,0,21.45,22,,,
+30/06/2009,9.2,,,0,,11,,,,,-7.5,,,,0,0,21.85,23.45,,,
+01/07/2009,0,,,1.4,,0.4,,,,,-7.6,,,,0,0,22.8,23.45,,,
+02/07/2009,1.2,,,0,,20.6,,,,,-7.6,,,,0,0,22.7,23.45,,,
+03/07/2009,0,,,0.2,,0,,,,,-7.5,,,,0,0,22.2,23.6,,,
+04/07/2009,0,,,0,,0,,,,,-7.5,,,,0,0,22.9,23.95,,,
+05/07/2009,0,,,0,,0,,,,,-7.5,,,,0,0,23,24.15,,,
+06/07/2009,0,,,0,,0.2,,,,,-7.5,,,,0,0,22.4,23.45,,,
+07/07/2009,0,,,0,,0,,,,,-7.5,,,,0,0,22.35,23.65,,,
+08/07/2009,0,,,0,,0,,,,,-7.6,,,,0,0,20.4,21.6,,,
+09/07/2009,0,,,0,,0,,,,,-7.6,,,,0,0,20.05,20.75,,,
+10/07/2009,0,,,0,,0,,,,,-7.6,,,,0,0,19.75,20.4,,,
+11/07/2009,1,,,0,,0,,,,,-7.6,,,,0,0,20.55,20.35,,,
+12/07/2009,0,,,0,,6.2,,,,,-7.6,,,,0,0,20.5,20.65,,,
+13/07/2009,0,,,0.2,,0,,,,,-7.6,,,,0,0,21.6,22.6,,,
+14/07/2009,0,,,0,,0,,,,,-7.6,,,,0,0,23.7,23.95,,,
+15/07/2009,0,,,0,,0,,,,,-7.6,,,,0,0,24.35,23.6,,,
+16/07/2009,0,,,0,,0,,,,,-7.6,,,,0,0,24.6,24.75,,,
+17/07/2009,0,,,0,,0,,,,,-7.6,,,,0,0,24.55,24.6,,,
+18/07/2009,0.2,,,1,,2.2,,,,,-7.6,,,,0,0,19,19.65,,,
+19/07/2009,0,,,0,,0,,,,,-7.6,,,,0,0,19.85,20.3,,,
+20/07/2009,0,,,0,,0,,,,,-7.6,,,,0,0,20.35,20.6,,,
+21/07/2009,0,,,0,,0,,,,,-7.6,,,,0,0,21.9,22.15,,,
+22/07/2009,0,,,0,,0,,,,,-7.6,,,,0,0,23.7,23.2,,,
+23/07/2009,0,,,0,,0,,,,,-7.7,,,,0,0,25.25,24.4,,,
+24/07/2009,0,,,0,,0,,,,,-7.6,,,,0,0,26.5,25.15,,,
+25/07/2009,0,,,0,,0,,,,,-7.7,,,,0,0,24.35,24.3,,,
+26/07/2009,0,,,0,,0,,,,,-7.7,,,,0,0,24.65,23.85,,,
+27/07/2009,0,,,0,,0,,,,,-7.7,,,,0,0,24.2,24.1,,,
+28/07/2009,0,,,0,,0,,,,,-7.7,,,,0,0,24.8,24.5,,,
+29/07/2009,0,,,0,,0,,,,,-7.7,,,,0,0,24.65,24.5,,,
+30/07/2009,0,,,0,,0,,,,,-7.7,,,,0,0,25,24.4,,,
+31/07/2009,0,,,0,,0,,,,,-7.7,,,,0,0,25.3,24.9,,,
+01/08/2009,0,,,0,,0,,,,,-7.7,,,,0,0,25.05,24.2,,,
+02/08/2009,0,,,0,,0,,,,,-7.7,,,,0,0,23.4,23.1,,,
+03/08/2009,1.4,,,0,,0,,,,,-7.7,,,,0,0,20.85,21.4,,,
+04/08/2009,0.4,,,2.6,,0.8,,,,,-7.7,,,,0,0,20.5,22.9,,,
+05/08/2009,0,,,0,,0,,,,,-7.7,,,,0,0,22.95,22.65,,,
+06/08/2009,0,,,0,,1.4,,,,,-7.7,,,,0,0,23.75,23.85,,,
+07/08/2009,0,,,0,,0,,,,,-7.7,,,,0,0,25.55,24.6,,,
+08/08/2009,0.6,,,0,,0,,,,,-7.7,,,,0,0,25.6,24.4,,,
+09/08/2009,0,,,0,,0,,,,,-7.7,,,,0,0,24.15,25.05,,,
+10/08/2009,0.2,,,17.4,,4,,,,,-7.7,,,,0,0,22.8,23.65,,,
+11/08/2009,0,,,0.2,,0.6,,,,,-7.7,,,,0,0,23.3,24.7,,,
+12/08/2009,0,,,0,,0,,,,,-7.7,,,,0,0,24.8,25.3,,,
+13/08/2009,0,,,0,,0,,,,,-7.7,,,,0,0,25.4,25.2,,,
+14/08/2009,0,,,0,,0.6,,,,,-7.8,,,,0,0,23.8,24.9,,,
+15/08/2009,0,,,0,,0.2,,,,,-7.8,,,,0,0,25.05,25.45,,,
+16/08/2009,0,,,0,,0,,,,,-7.8,,,,0,0,25.95,25.2,,,
+17/08/2009,0,,,0,,0,,,,,-7.8,,,,0,0,25.8,25.05,,,
+18/08/2009,0,,,0,,0,,,,,-7.8,,,,0,0,26.55,26.05,,,
+19/08/2009,0,,,0,,0,,,,,-7.8,,,,0,0,28.1,26.9,,,
+20/08/2009,0,,,0,,0,,,,,-7.8,,,,0,0,28.4,25.95,,,
+21/08/2009,0,,,0,,0,,,,,-7.8,,,,0,0,27.95,26.2,,,
+22/08/2009,0,,,0,,0,,,,,-7.8,,,,0,0,26.35,24.45,,,
+23/08/2009,0,,,0,,0,,,,,-7.8,,,,0,0,26.45,25.8,,,
+24/08/2009,0,,,0,,0,,,,,-7.8,,,,0,0,25.45,25,,,
+25/08/2009,1.8,,,0,,0,,,,,-7.8,,,,0,0,24.9,25.2,,,
+26/08/2009,0,,,1.6,,1.2,,,,,-7.9,,,,0,0,25.8,25.15,,,
+27/08/2009,14.2,,,0.2,,0,,,,,-7.8,,,,0,0,24.45,24.95,,,
+28/08/2009,0,,,38.8,,0,,,,,-7.8,,,,0,0,23.7,24.7,,,
+29/08/2009,4.4,,,1.4,,0,,,,,-7.8,,,,0,0,23.15,24.25,,,
+30/08/2009,0,,,0,,0.2,,,,,-7.8,,,,0,0,24,23.75,,,
+31/08/2009,0,,,0,,0,,,,,-7.8,,,,0,0,23.8,23.65,,,
+01/09/2009,0,,,0,,0,,,,,-7.8,,,,0,0,24.15,24.6,,,
+02/09/2009,0,,,0.2,,0,,,,,-7.9,,,,0,0,23.6,24.3,,,
+03/09/2009,0,,,0,,0,,,,,-7.9,,,,0,0,23.95,25.2,,,
+04/09/2009,0,,,0,,0,,,,,-7.9,,,,0,0,24.6,24.75,,,
+05/09/2009,0,,,0.2,,0,,,,,-7.9,,,,0,0,23.15,23.25,,,
+06/09/2009,0,,,0,,0,,,,,-7.9,,,,0,0,20.8,20.9,,,
+07/09/2009,0,,,0,,0,,,,,-7.9,,,,0,0,19.55,18.45,,,
+08/09/2009,0,,,0,,0,,,,,-7.9,,,,0,0,19.85,18.55,,,
+09/09/2009,0,,,0,,0,,,,,-7.9,,,,0,0,19.75,18.85,,,
+10/09/2009,14,,,0,,0,,,,,-7.9,,,,0,0,19.7,18.1,,,
+11/09/2009,0.2,,,7.4,,2.2,,,,,-7.9,,,,0,0,20.1,19.45,,,
+12/09/2009,0.2,,,0.2,,0,,,,,-7.9,,,,0,0,20.2,19.3,,,
+13/09/2009,0,,,3.8,,0,,,,,-7.9,,,,0,0,19.5,19.45,,,
+14/09/2009,18.6,,,2,,0,,,,,-7.9,,,,0,0,17.95,18.25,,,
+15/09/2009,14.2,,,11.8,,22.6,,,,,-7.9,,,,0,0,17.4,19,,,
+16/09/2009,36.4,,,22,,23.6,,,,,-7.9,,,,0,0,18.15,21.45,,,
+17/09/2009,0.4,,,41,,14,,,,,-7.9,,,,0,0,18.2,20,,,
+18/09/2009,0,,,5.4,,2,,,,,-7.9,,,,0,0,16.8,19.5,,,
+19/09/2009,4.8,,,0.2,,0,,,,,-7.9,,,,0,0,19.15,20.2,,,
+20/09/2009,7.6,,,9.6,,8.2,,,,,-7.9,,,,0,0,16.25,18.55,,,
+21/09/2009,0,,,35,,6,,,,,-7.8,,,,0,0,17.6,19.8,,,
+22/09/2009,0,,,0,,0,,,,,-7.8,,,,0,0,19.95,20.2,,,
+23/09/2009,0,,,0.4,,0,,,,,-7.8,,,,0,0,20.75,20,,,
+24/09/2009,0,,,0,,0,,,,,-7.9,,,,0,0,20.55,19.8,,,
+25/09/2009,0,,,0,,0,,,,,-7.8,,,,0,0,20.65,19.05,,,
+26/09/2009,0,,,0,,0,,,,,-7.8,,,,0,0,19.95,18.8,,,
+27/09/2009,0,,,0,,0,,,,,-7.8,,,,0,0,20.25,19.15,,,
+28/09/2009,0,,,0,,0,,,,,-7.8,,,,0,0,20.5,19.8,,,
+29/09/2009,0,,,0,,0,,,,,-7.8,,,,0,0,18.8,19.1,,,
+30/09/2009,0,,,0.2,,0,,,,,-7.9,,,,0,0,18.3,18.45,,,
+01/10/2009,0,,,0.2,,0,,,,,-7.8,,,,0,0,18.5,18.8,,,
+02/10/2009,0,,,0,,0,,,,,-7.8,,,,0,0,19.4,20.55,,,
+03/10/2009,0,,,0.2,,0,,,,,-7.9,,,,0,0,18.25,17.35,,,
+04/10/2009,0,,,0,,0,,,,,-7.9,,,,0,0,16.5,15.65,,,
+05/10/2009,1.6,,,0.6,,1,,,,,-7.8,,,,0,0,19.05,20.45,,,
+06/10/2009,0.2,,,0,,0,,,,,-7.9,,,,0,0,17.8,18.45,,,
+07/10/2009,0.2,,,0.4,,0.2,,,,,-7.9,,,,0,0,18.25,18.9,,,
+08/10/2009,0.2,,,0.4,,0.2,,,,,-7.9,,,,0,0,18.45,19.5,,,
+09/10/2009,20.8,,,0.4,,0,,,,,-7.9,,,,0,0,17.1,17.1,,,
+10/10/2009,5.4,,,8.8,,22.2,,,,,-7.8,,,,0,0,16.5,18.55,,,
+11/10/2009,0.2,,,0.4,,15.6,,,,,-7.8,,,,0,0,17.3,19.4,,,
+12/10/2009,13,,,0.4,,0,,,,,-7.9,,,,0,0,13.8,15,,,
+13/10/2009,0,,,5.6,,10,,,,,-7.9,,,,0,0,11.55,11.45,,,
+14/10/2009,0,,,0,,0,,,,,-7.9,,,,0,0,8.65,9,,,
+15/10/2009,0,,,0,,0,,,,,-7.9,,,,0,0,7.8,7.4,,,
+16/10/2009,0,,,0,,0,,,,,-7.9,,,,0,0,8.75,8.75,,,
+17/10/2009,0,,,0,,0,,,,,-7.9,,,,0,0,8.25,10.05,,,
+18/10/2009,0,,,0,,0,,,,,-7.9,,,,0,0,8.95,8.95,,,
+19/10/2009,0,,,0,,0,,,,,-7.9,,,,0,0,7.4,7.15,,,
+20/10/2009,0,,,0,,0,,,,,-7.9,,,,0,0,7.35,7.4,,,
+21/10/2009,2,,,0.6,,1,,,,,-7.9,,,,0,0,10.75,11.5,,,
+22/10/2009,14.6,,,26.4,,10.2,,,,,-7.8,,,,0,0,13.7,15.9,,,
+23/10/2009,10.2,,,4.2,,3.2,,,,,-7.8,,,,0,0,11.45,13.85,,,
+24/10/2009,5.2,,,7.2,,1.8,,,,,-7.9,,,,0,0,12.75,13.5,,,
+25/10/2009,0.2,,,0,,0,,,,,-7.9,,,,0,0,13.6,13.9,,,
+26/10/2009,0,,,0.2,,0,,,,,-7.9,,,,0,0,14.85,13.9,,,
+27/10/2009,0.2,,,0.2,,0,,,,,-7.9,,,,0,0,14.65,13.6,,,
+28/10/2009,0,,,0,,0,,,,,-7.9,,,,0,0,14.55,12.45,,,
+29/10/2009,0,,,0.2,,0,,,,,-7.9,,,,0,0,12,10.6,,,
+30/10/2009,0.2,,,0.4,,0,,,,,-7.9,,,,0,0,13.05,13.05,,,
+31/10/2009,0,,,0,,0,,,,,-7.9,,,,0,0,10.3,9.35,,,
+01/11/2009,0,,,0,,0,,,,,-7.9,,,,0,0,9.4,9.1,,,
+02/11/2009,16.4,,,0.2,,0,,,,,-7.9,,,,0,0,8.25,6.9,,,
+03/11/2009,0.2,,,10.6,,7.2,,,,,-7.8,,,,0,0,8.95,8.35,,,
+04/11/2009,1.4,,,0,,0,,,,,-7.8,,,,0,0,9.15,8.9,,,
+05/11/2009,2.2,,,3.8,,0.2,,,,,-7.9,,,,0,0,11.35,12.7,,,
+06/11/2009,4.4,,,5.6,,1.8,,,,,-7.9,,,,0,0,8.7,9.05,,,
+07/11/2009,3,,,0.6,,0,,,,,-7.9,,,,0,0,7.2,9.75,,,
+08/11/2009,22.6,,,24,,11.2,,,,,-7.9,,,,0,0,6.7,9.7,,,
+09/11/2009,4.4,,,6.2,,1.6,,,,,-7.9,,,,0,0,7.55,9.05,,,
+10/11/2009,0.4,,,0.2,,0,,,,,-7.9,,,,0,0,7.5,8.15,,,
+11/11/2009,0.2,,,0.2,,0,,,,,-7.9,,,,0,0,9.4,8.1,,,
+12/11/2009,0.2,,,0.2,,0,,,,,-7.9,,,,0,0,9.95,9.55,,,
+13/11/2009,0.2,,,0,,0,,,,,-7.9,,,,0,0,10.4,9.65,,,
+14/11/2009,0,,,0.2,,0,,,,,-7.9,,,,0,0,11.4,10.75,,,
+15/11/2009,0,,,0,,0,,,,,-7.9,,,,0,0,12.9,12.9,,,
+16/11/2009,0,,,0,,0,,,,,-7.9,,,,0,0,14.45,13.85,,,
+17/11/2009,0,,,0.2,,0,,,,,-7.9,,,,0,0,12.85,12.55,,,
+18/11/2009,0,,,0.4,,0,,,,,-7.9,,,,0,0,14.1,11.8,,,
+19/11/2009,0.2,,,0.4,,0,,,,,-7.9,,,,0,0,14.2,13.25,,,
+20/11/2009,0,,,0,,0,,,,,-7.9,,,,0,0,14.45,11.4,,,
+21/11/2009,0,,,0,,0,,,,,-7.9,,,,0,0,13.45,9.75,,,
+22/11/2009,0,,,0.4,,0,,,,,-7.9,,,,0,0,9.95,10.65,,,
+23/11/2009,0,,,0,,0,,,,,-7.9,,,,0,0,13.55,12.95,,,
+24/11/2009,0,,,0,,0,,,,,-7.9,,,,0,0,12.65,12.2,,,
+25/11/2009,0,,,0.2,,0,,,,,-7.9,,,,0,0,11.35,10.65,,,
+26/11/2009,0,,,0.2,,0,,,,,-7.9,,,,0,0,11,11.5,,,
+27/11/2009,0.2,,,0,,0,,,,,-7.9,,,,0,0,13.3,13.4,,,
+28/11/2009,0,,,0.6,,0,,,,,-7.9,,,,0,0,11.5,10.45,,,
+29/11/2009,6.4,,,0.2,,0,,,,,-7.9,,,,0,0,9.3,9.15,,,
+30/11/2009,23,,,8.2,,3.4,,,,,-7.9,,,,0,0,10.4,13.15,,,
+01/12/2009,0.6,,,22.2,,20.6,,,,,-7.9,,,,0,0,7.6,8.4,,,
+02/12/2009,0.2,,,0.4,,0,,,,,-7.9,,,,0,0,6.65,6.35,,,
+03/12/2009,0.4,,,0,,0,,,,,-7.9,,,,0,0,4.9,4.4,,,
+04/12/2009,20.6,,,27.8,,17.8,,,,,-7.9,,,,0,0,5.25,5.55,,,
+05/12/2009,0,,,5.2,,4.8,,,,,-7.9,,,,0,0,7.3,7.15,,,
+06/12/2009,0.4,,,0.2,,0,,,,,-7.9,,,,0,0,5.75,4.5,,,
+07/12/2009,0,,,0,,0,,,,,-7.9,,,,0,0,10.05,9.45,,,
+08/12/2009,0,,,0,,0,,,,,-7.9,,,,0,0,11.45,10.75,,,
+09/12/2009,0.2,,,0,,0,,,,,-7.9,,,,0,0,7.8,7.35,,,
+10/12/2009,0,,,0,,0,,,,,-7.9,,,,0,0,8.6,6.8,,,
+11/12/2009,0,,,0.2,,0,,,,,-7.9,,,,0,0,6.95,5.85,,,
+12/12/2009,0,,,0,,0,,,,,-7.9,,,,0,0,6.65,4.7,,,
+13/12/2009,16.4,,,0,,0,,,,,-7.9,,,,0,0,2.75,2.75,,,
+14/12/2009,0.8,,,11.4,,4.6,,,,,-7.9,,,,0,0,2.7,5.7,,,
+15/12/2009,0,,,0,,0,,,,,-7.9,,,,0,0,0.9,2.35,,,
+16/12/2009,0.2,,,0,,0,,,,,-7.9,,,,0,0,1.2,2.4,,,
+17/12/2009,6.8,,,3.6,,4.4,,,,,-7.9,,,,0,0,1.3,3.05,,,
+18/12/2009,0.2,,,0,,0,,,,,-7.9,,,,0,0,-0.9,1.5,,,
+19/12/2009,0,,,0.4,,0,,,,,-7.9,,,,0,0,-2.85,-1.75,,,
+20/12/2009,3,,,2.2,,0.6,,,,,-7.9,,,,0,0,-2.4,-2.6,,,
+21/12/2009,20.6,,,10.4,,0.6,,,,,-8.0,,,,0,0,1.9,1.9,,,
+22/12/2009,9.4,,,17.8,,0.6,,,,,-7.9,,,,0,0,9.9,11.4,,,
+23/12/2009,14.2,,,19.2,,1.6,,,,,-7.9,,,,0,0,12.05,13.9,,,
+24/12/2009,6.2,,,6.8,,0.4,,,,,-7.9,,,,0,0,12.8,14.55,,,
+25/12/2009,7.2,,,13.2,,0.6,,,,,-7.9,,,,0,0,10.45,11.05,,,
+26/12/2009,3.4,,,2.4,,7.8,,,,,-7.8,,,,0,0,5.75,6.2,,,
+27/12/2009,0,,,3.8,,1,,,,,-7.8,,,,0,0,6.4,6.4,,,
+28/12/2009,1,,,0,,0,,,,,-7.8,,,,0,0,8,5.7,,,
+29/12/2009,0.8,,,0.4,,0,,,,,-7.8,,,,0,0,9.8,10.95,,,
+30/12/2009,2,,,1.2,,0,,,,,-7.8,,,,0,0,12.05,14.1,,,
+31/12/2009,18.2,,,0,,0,,,,,-7.8,,,,0,0,10.7,13.2,,,
+01/01/2010,,,,22,,0.4,,,,,-7.8,,,,0,0,7.15,8.65,,,
+02/01/2010,,,,17.2,,0,,,,,-7.8,,,,0,0,5.3,7.05,,,
+03/01/2010,,,,0.8,,0,,,,,-7.8,,,,0,0,1.8,2.45,,,
+04/01/2010,,,,0,,0,,,,,-7.8,,,,0,0,0.2,2.65,,,
+05/01/2010,,,,29.2,,0,,,,,-7.8,,,,0,0,3.55,5.75,,,
+06/01/2010,,,,47.2,,0,,,,,-7.7,,,,0,0,5.45,7.2,,,
+07/01/2010,,,,4.2,,0,,,,,-7.7,,,,0,0,6.15,7.95,,,
+08/01/2010,,,,8.8,,0,,,,,-7.7,,,,0,0,7.55,9.55,,,
+09/01/2010,,,,37.4,,0,,,,,-7.7,,,,0,0,5.05,6.9,,,
+10/01/2010,,,,12.8,,0,,,,,-7.7,,,,0,0,2.75,5.4,,,
+11/01/2010,,,,0.6,,0,,,,,-7.7,,,,0,0,3.85,4.95,,,
+12/01/2010,,,,0.2,,0,,,,,-7.7,,,,0,0,3.2,2.45,,,
+13/01/2010,,,,0,,0,,,,,-7.7,,,,0,0,3.9,5.4,,,
+14/01/2010,,,,0,,0,,,,,-7.6,,,,0,0,4.15,4.6,,,
+15/01/2010,,,,0,,0,,,,,-7.7,,,,0,0,5.45,5.55,,,
+16/01/2010,,,,0,,0,,,,,-7.7,,,,0,0,3.3,4.1,,,
+17/01/2010,,,,1.4,,1.2,,,,,-7.6,,,,0,0,1.6,2.7,,,
+18/01/2010,,,,0.6,,0.2,,,,,-7.6,,,,0,0,5.25,5.3,,,
+19/01/2010,,,,0,,0,,,,,-7.6,,,,0,0,5.35,4.8,,,
+20/01/2010,,,,0,,0,,,,,-7.6,,,,0,0,3.45,2.9,,,
+21/01/2010,,,,0,,0,,,,,-7.6,,,,0,0,5.1,4.6,,,
+22/01/2010,,,,0,,0,,,,,-7.6,,,,0,0,2.3,2.3,,,
+23/01/2010,,,,0.2,,0,,,,,-7.6,,,,0,0,1.75,2.25,,,
+24/01/2010,,,,0,,0,,,,,-7.6,,,,0,0,1.45,1.75,,,
+25/01/2010,,,,0.2,,0,,,,,-7.6,,,,0,0,4.4,5.95,,,
+26/01/2010,,,,0.8,,0,,,,,-7.6,,,,0,0,1.9,4.25,,,
+27/01/2010,,,,10.6,,5.8,,,,,-7.6,,,,0,0,3.3,4.05,,,
+28/01/2010,,,,0,,0,,,,,-7.6,,,,0,0,0.75,0.65,,,
+29/01/2010,,,,0,,0,,,,,-7.6,,,,0,0,3.1,3.7,,,
+30/01/2010,,,,5.6,,5.4,,,,,-7.6,,,,0,0,4.1,6.5,,,
+31/01/2010,,,,5.4,,1.6,,,,,-7.6,,,,0,0,0.45,1.95,,,
+01/02/2010,,,,0.6,,0,,,,,-7.6,,,,0,0,0.6,0.95,,,
+02/02/2010,,,,0,,0,,,,,-7.6,,,,0,0,1.5,1.2,,,
+03/02/2010,,,,0.4,,0,,,,,-7.6,,,,0,0,3.9,3.5,,,
+04/02/2010,,,,0.2,,0.4,,,,,-7.6,,,,0,0,5.65,4.45,,,
+05/02/2010,,,,1.8,,0,,,,,-7.6,,,,0,0,6.3,6.9,,,
+06/02/2010,,,,22.8,,2.6,,,,,-7.6,,,,0,0,4.5,6.35,,,
+07/02/2010,,,,4.2,,0,,,,,-7.6,,,,0,0,4.75,4.8,,,
+08/02/2010,,,,0,,0,,,,,-7.5,,,,0,0,3.6,3.5,,,
+09/02/2010,,,,0,,0,,,,,-7.6,,,,0,0,2.7,3.85,,,
+10/02/2010,,,,9.2,,0,,,,,-7.5,,,,0,0,1.65,4.8,,,
+11/02/2010,,,,4.8,,0,,,,,-7.5,,,,0,0,0.55,3.15,,,
+12/02/2010,,,,3.2,,0,,,,,-7.5,,,,0,0,-1,0.25,,,
+13/02/2010,,,,4.2,,0,,,,,-7.5,,,,0,0,1.55,-1.3,,,
+14/02/2010,,,,15.4,,0,,,,,-7.5,,,,0,0,2,3.25,,,
+15/02/2010,,,,0,,0,,,,,-7.5,,,,0,0,4.25,5.15,,,
+16/02/2010,,,,2,,0,,,,,-7.5,,,,0,0,3.45,5.4,,,
+17/02/2010,,,,6.2,,0,,,,,-7.5,,,,0,0,7.4,8.35,,,
+18/02/2010,,,,8,,0.2,,,,,-7.5,,,,0,0,11.25,11.5,,,
+19/02/2010,,,,2.6,,0,,,,,-7.5,,,,0,0,9.15,10.5,,,
+20/02/2010,,,,29.8,,0,,,,,-7.4,,,,0,0,7.15,7.7,,,
+21/02/2010,,,,0.6,,0,,,,,-7.4,,,,0,0,7.4,6.15,,,
+22/02/2010,,,,4.6,,0,,,,,-7.4,,,,0,0,7.1,9.35,,,
+23/02/2010,,,,4.2,,0.2,,,,,-7.4,,,,0,0,10.65,12.85,,,
+24/02/2010,,,,3,,0.4,,,,,-7.4,,,,0,0,9.1,10.6,,,
+25/02/2010,,,,1.2,,3.8,,,,,-7.4,,,,0,0,9.5,10.75,,,
+26/02/2010,,,,0.2,,0,,,,,-7.4,,,,0,0,11.75,13.75,,,
+27/02/2010,,,,0.6,,0.2,,,,,-7.4,,,,0,0,10.35,9.05,,,
+28/02/2010,,,,0,,0,,,,,-7.4,,,,0,0,10.8,12.55,,,
+01/03/2010,,,,0,,0,,,,,-7.4,,,,0,0,10.5,11.15,,,
+02/03/2010,,,,5.2,,6.2,,,,,-7.4,,,,0,0,10.05,10.85,,,
+03/03/2010,,,,0,,0,,,,,-7.4,,,,0,0,6.35,7.35,,,
+04/03/2010,,,,25.8,,15.2,,,,,-7.3,,,,0,0,5,6.8,,,
+05/03/2010,,,,2.8,,0.6,,,,,-7.3,,,,0,0,2.35,4.3,,,
+06/03/2010,,,,0,,0,,,,,-7.3,,,,0,0,3.15,4.5,,,
+07/03/2010,,,,0,,0,,,,,-7.3,,,,0,0,3.75,3.55,,,
+08/03/2010,,,,0,,0,,,,,-7.3,,,,0,0,2.1,3.9,,,
+09/03/2010,,,,0,,0,,,,,-7.3,,,,0,0,-1.35,2.4,,,
+10/03/2010,,,,0.8,,16.6,,,,,-7.3,,,,0,0,2.3,5.3,,,
+11/03/2010,,,,27.8,,6.4,,,,,-7.3,,,,0,0,0.65,2.65,,,
+12/03/2010,,,,6.8,,11,,,,,-7.3,,,,0,0,3.4,6.3,,,
+13/03/2010,,,,0,,0,,,,,-7.3,,,,0,0,5.95,6.3,,,
+14/03/2010,,,,0.2,,0.2,,,,,-7.3,,,,0,0,7.3,6.7,,,
+15/03/2010,,,,0,,0,,,,,-7.3,,,,0,0,7.35,8.85,,,
+16/03/2010,,,,0.2,,0,,,,,-7.2,,,,0,0,7,7.2,,,
+17/03/2010,0,,,0,,0,,,,,-7.2,,,,0,0,8.65,7.5,,,
+18/03/2010,0,,,0,,0,,,,,-7.3,,,,0,0,8.4,7.65,,,
+19/03/2010,0,,,0,,0,,,,,-7.3,,,,0,0,8.15,9.1,,,
+20/03/2010,0,,,0,,0,,,,,-7.2,,,,0,0,9.35,9.9,,,
+21/03/2010,0,,,0,,0,,,,,-7.2,,,,0,0,11.05,11.15,,,
+22/03/2010,2,,,1.6,,1.8,,,,,-7.2,,,,0,0,10.65,11.85,,,
+23/03/2010,0,,,0.2,,0.2,,,,,-7.2,,,,0,0,12.9,12.45,,,
+24/03/2010,3.8,,,3.8,,4,,,,,-7.2,,,,0,0,12.15,13.05,,,
+25/03/2010,0,,,0,,0.2,,,,,-7.2,,,,0,0,11.35,11.6,,,
+26/03/2010,0,,,0,,0,,,,,-7.2,,,,0,0,11.3,12.2,,,
+27/03/2010,0,,,0.2,,0,,,,,-7.2,,,,0,0,10.7,12.15,,,
+28/03/2010,0,,,0,,0,,,,,-7.2,,,,0,0,12.15,12.55,,,
+29/03/2010,0.2,,,0.2,,0.2,,,,,-7.2,,,,0,0,10.25,11,,,
+30/03/2010,0,,,0,,0,,,,,-7.1,,,,0,0,10.65,11.3,,,
+31/03/2010,1.8,,,0,,0,,,,,-7.1,,,,0,0,11.1,10.35,,,
+01/04/2010,0,,,0,,0,,,,,-7.1,,,,0,0,9.55,8.85,,,
+02/04/2010,0.4,,,0,,0,,,,,-7.1,,,,0,0,9.35,8.8,,,
+03/04/2010,0,,,0,,0,,,,,-7.1,,,,0,0,10.15,9.4,,,
+04/04/2010,0,,,0,,0.2,,,,,-7.1,,,,0,0,6.7,6.55,,,
+05/04/2010,32.4,,,36.4,,36.6,,,,,-7.1,,,,0,0,8.65,8.65,,,
+06/04/2010,0.4,,,0.2,,0,,,,,-7.1,,,,0,0,10.6,9.5,,,
+07/04/2010,0,,,0,,0,,,,,-7.1,,,,0,0,12.25,11.45,,,
+08/04/2010,0,,,0,,0,,,,,-7.1,,,,0,0,12.8,11.55,,,
+09/04/2010,0,,,0,,0,,,,,-7.1,,,,0,0,13.6,11.8,,,
+10/04/2010,0,,,0,,0,,,,,-7.1,,,,0,0,15.4,12.55,,,
+11/04/2010,0,,,0,,0,,,,,-7.1,,,,0,0,7.25,6,,,
+12/04/2010,21.6,,,4.4,,8.6,,,,,-7.1,,,,0,0,7.65,7.6,,,
+13/04/2010,2,,,1.8,,2.2,,,,,-7.1,,,,0,0,8.95,10.8,,,
+14/04/2010,0.4,,,0.2,,0,,,,,-7.1,,,,0,0,9.1,9.9,,,
+15/04/2010,0,,,0,,0,,,,,-7.1,,,,0,0,10.15,10.4,,,
+16/04/2010,0,,,0,,0,,,,,-7.1,,,,0,0,12,11.4,,,
+17/04/2010,0,,,0,,0,,,,,-7.1,,,,0,0,11,10.45,,,
+18/04/2010,0.8,,,10.6,,0.2,,,,,-7.1,,,,0,0,10.3,11.5,,,
+19/04/2010,0,,,0,,0,,,,,-7.1,,,,0,0,12,11.35,,,
+20/04/2010,0.4,,,0,,0,,,,,-7.1,,,,0,0,14.6,15.25,,,
+21/04/2010,0,,,0,,0,,,,,-7.1,,,,0,0,14.7,14.95,,,
+22/04/2010,0,,,0.2,,0,,,,,-7.1,,,,0,0,14.2,14.55,,,
+23/04/2010,1.2,,,18.4,,13.4,,,,,-7.1,,,,0,0,10.2,12.65,,,
+24/04/2010,2.2,,,21.2,,19,,,,,-7.0,,,,0,0,13.75,15.6,,,
+25/04/2010,0,,,0,,0,,,,,-7.1,,,,0,0,16,16.1,,,
+26/04/2010,0,,,0,,0,,,,,-7.1,,,,0,0,17,16.75,,,
+27/04/2010,0,,,9.2,,0,,,,,-7.1,,,,0,0,17.45,17.15,,,
+28/04/2010,25.6,,,14,,13.4,,,,,-7.1,,,,0,0,16.75,16.9,,,
+29/04/2010,1.2,,,0,,0.2,,,,,-7.1,,,,0,0,18.15,16.05,,,
+30/04/2010,0,,,0,,0,,,,,-7.0,,,,0,0,16.4,15.85,,,
+01/05/2010,0,,,0,,0,,,,,-7.0,,,,0,0,15.15,14.55,,,
+02/05/2010,2.8,,,1.6,,3.2,,,,,-7.0,,,,0,0,13.2,14.75,,,
+03/05/2010,32.8,,,28.8,,41,,,,,-7.0,,,,0,0,15.35,15.5,,,
+04/05/2010,15.8,,,16.8,,15.2,,,,,-6.9,,,,0,0,13.7,14.7,,,
+05/05/2010,8,,,4.4,,5.6,,,,,-6.9,,,,0,0,11.7,14.5,,,
+06/05/2010,20.4,,,14.8,,15.2,,,,,-6.9,,,,0,0,10.6,11.95,,,
+07/05/2010,9.2,,,11.4,,14.4,,,,,-6.9,,,,0,0,10.35,12.65,,,
+08/05/2010,1,,,3,,1.2,,,,,-6.9,,,,0,0,12.2,13.2,,,
+09/05/2010,0.2,,,0.4,,0,,,,,-6.9,,,,0,0,12.15,13,,,
+10/05/2010,0,,,0,,0.2,,,,,-6.9,,,,0,0,14.65,15.4,,,
+11/05/2010,0,,,0,,0,,,,,-6.8,,,,0,0,14.8,15.65,,,
+12/05/2010,1.8,,,1.6,,1.8,,,,,-6.8,,,,0,0,13.95,16.8,,,
+13/05/2010,14.6,,,19.4,,22,,,,,-6.8,,,,0,0,13.3,15.55,,,
+14/05/2010,0,,,0,,0,,,,,-6.8,,,,0,0,13.05,14.65,,,
+15/05/2010,14.2,,,16.4,,12.2,,,,,-6.8,,,,0,0,9.95,12.3,,,
+16/05/2010,14.4,,,20,,4.8,,,,,-6.8,,,,0,0,11.7,13.7,,,
+17/05/2010,6.4,,,0.8,,1.6,,,,,-6.8,,,,0,0,13.4,14.45,,,
+18/05/2010,0,,,0.2,,0.2,,,,,-6.8,,,,0,0,13.95,14.6,,,
+19/05/2010,0,,,0,,0,,,,,-6.8,,,,0,0,13,13.45,,,
+20/05/2010,5.6,,,11.2,,4,,,,,-6.8,,,,0,0,12.8,12.7,,,
+21/05/2010,0,,,0,,0,,,,,-6.8,,,,0,0,15.35,13.4,,,
+22/05/2010,0,,,0,,0,,,,,-6.8,,,,0,0,17.2,15.5,,,
+23/05/2010,0,,,0,,0,,,,,-6.7,,,,0,0,17.55,16.4,,,
+24/05/2010,3.8,,,0,,0,,,,,-6.7,,,,0,0,18.25,18.05,,,
+25/05/2010,0,,,0,,0,,,,,-6.8,,,,0,0,17.35,16.55,,,
+26/05/2010,0,,,0,,0,,,,,-6.7,,,,0,0,16.7,16.75,,,
+27/05/2010,0,,,0,,0,,,,,-6.8,,,,0,0,17.15,16.15,,,
+28/05/2010,0,,,0,,0,,,,,-6.7,,,,0,0,16.85,17.6,,,
+29/05/2010,0,,,0.2,,13.6,,,,,-6.7,,,,0,0,17.8,18.1,,,
+30/05/2010,0,,,0,,0,,,,,-6.7,,,,0,0,17.4,17.4,,,
+31/05/2010,0,,,0,,0,,,,,-6.6,,,,0,0,17.25,16.9,,,
+01/06/2010,0,,,0,,0,,,,,-6.7,,,,0,0,16.3,15.8,,,
+02/06/2010,8.2,,,21.6,,12.8,,,,,-6.6,,,,0,0,15.65,16.95,,,
+03/06/2010,1.4,,,0.2,,1.4,,,,,-6.6,,,,0,0,13.95,17.3,,,
+04/06/2010,2.8,,,0.4,,6,,,,,-6.6,,,,0,0,17.9,17.9,,,
+05/06/2010,0,,,0,,0,,,,,-6.6,,,,0,0,20.95,20.25,,,
+06/06/2010,0,,,0,,0,,,,,-6.6,,,,0,0,20.7,20.5,,,
+07/06/2010,0,,,0,,0,,,,,-6.6,,,,0,0,19.15,19,,,
+08/06/2010,0,,,0,,0,,,,,-6.6,,,,0,0,20.4,21.2,,,
+09/06/2010,2.8,,,0,,0,,,,,-6.7,,,,0,0,20.95,20.75,,,
+10/06/2010,0,,,0,,0,,,,,-6.6,,,,0,0,22.3,22.1,,,
+11/06/2010,0,,,0,,0,,,,,-6.6,,,,0,0,21.95,22.35,,,
+12/06/2010,0,,,0,,0,,,,,-6.6,,,,0,0,20.85,21.15,,,
+13/06/2010,0,,,0,,0,,,,,-6.6,,,,0,0,19.35,21.15,,,
+14/06/2010,0.2,,,0.2,,0,,,,,-6.6,,,,0,0,19.2,20.55,,,
+15/06/2010,1.8,,,3.6,,1.4,,,,,-6.6,,,,0,0,20.05,21.75,,,
+16/06/2010,0.6,,,13.6,,3.2,,,,,-6.6,,,,0,0,18.15,19.7,,,
+17/06/2010,0,,,2.2,,2,,,,,-6.6,,,,0,0,17.75,20.15,,,
+18/06/2010,7.2,,,1.8,,2.6,,,,,-6.6,,,,0,0,17.65,19.65,,,
+19/06/2010,0,,,0,,0.2,,,,,-6.6,,,,0,0,16.1,17.9,,,
+20/06/2010,5.2,,,4.8,,5.4,,,,,-6.5,,,,0,0,13.9,15.25,,,
+21/06/2010,11.6,,,14.8,,7.4,,,,,-6.5,,,,0,0,13.65,14.55,,,
+22/06/2010,0,,,0,,0,,,,,-6.5,,,,0,0,16.2,17.45,,,
+23/06/2010,0,,,0,,0,,,,,-6.5,,,,0,0,18.4,19.6,,,
+24/06/2010,0,,,0,,0,,,,,-6.5,,,,0,0,18.75,19.7,,,
+25/06/2010,0,,,0,,0,,,,,-6.6,,,,0,0,19.55,20.3,,,
+26/06/2010,0,,,0,,0,,,,,-6.6,,,,0,0,20,20.4,,,
+27/06/2010,0,,,0,,0,,,,,-6.6,,,,0,0,21.15,21.5,,,
+28/06/2010,0,,,0,,0,,,,,-6.6,,,,0,0,22.3,22.05,,,
+29/06/2010,0,,,0,,0,,,,,-6.6,,,,0,0,23.35,23.3,,,
+30/06/2010,0,,,0,,0,,,,,-6.6,,,,0,0,22.75,24,,,
+01/07/2010,0,,,0,,0,,,,,-6.6,,,,0,0,23.45,23.85,,,
+02/07/2010,0,,,0.6,,0,,,,,-6.6,,,,0,0,24.75,24.8,,,
+03/07/2010,0,,,0,,0,,,,,-6.6,,,,0,0,25.8,25.25,,,
+04/07/2010,0,,,0,,0,,,,,-6.6,,,,0,0,23.7,24.15,,,
+05/07/2010,0,,,0,,0,,,,,-6.6,,,,0,0,23.4,23.65,,,
+06/07/2010,0,,,0,,0,,,,,-6.6,,,,0,0,23.95,24.5,,,
+07/07/2010,1,,,0,,0,,,,,-6.6,,,,0,0,25,25.2,,,
+08/07/2010,0,,,0,,0,,,,,-6.6,,,,0,0,24.2,24.15,,,
+09/07/2010,0,,,0,,0,,,,,-6.6,,,,0,0,25.35,25.2,,,
+10/07/2010,0,,,0,,0,,,,,-6.7,,,,0,0,26.05,26.35,,,
+11/07/2010,0,,,0,,0,,,,,-6.7,,,,0,0,27,26.8,,,
+12/07/2010,0,,,0,,0,,,,,-6.6,,,,0,0,25.85,26.95,,,
+13/07/2010,0,,,0,,0,,,,,-6.7,,,,0,0,25.1,25.45,,,
+14/07/2010,0,,,0.2,,0,,,,,-6.7,,,,0,0,25.65,26.05,,,
+15/07/2010,0,,,0,,0,,,,,-6.7,,,,0,0,25.35,25.05,,,
+16/07/2010,0,,,0,,0,,,,,-6.7,,,,0,0,26,27,,,
+17/07/2010,0,,,0,,0,,,,,-6.7,,,,0,0,24.8,25.05,,,
+18/07/2010,0,,,0,,0,,,,,-6.7,,,,0,0,25.55,24.55,,,
+19/07/2010,,,,0,,0,,,,,-6.7,,,,0,0,24.25,24.4,,,
+20/07/2010,,,,0,,0,,,,,-6.7,,,,0,0,25.1,25.05,,,
+21/07/2010,,,,0,,0,,,,,-6.7,,,,0,0,24.8,25.5,,,
+22/07/2010,0,,,0,,0,,,,,-6.7,,,,0,0,25.3,25.95,,,
+23/07/2010,0,,,0.2,,0,,,,,-6.7,,,,0,0,23.75,24.3,,,
+24/07/2010,0,,,0,,0,,,,,-6.7,,,,0,0,23.55,23.45,,,
+25/07/2010,0,,,0,,0,,,,,-6.7,,,,0,0,22.3,20.8,,,
+26/07/2010,0,,,2.2,,0,,,,,-6.6,,,,0,0,20.5,20.05,,,
+27/07/2010,0,,,0,,0,,,,,-6.7,,,,0,0,19.6,18.55,,,
+28/07/2010,1.2,,,0,,5.2,,,,,-6.7,,,,0,0,20.6,20.8,,,
+29/07/2010,0,,,0.2,,0,,,,,-6.7,,,,0,0,20.7,21.4,,,
+30/07/2010,1.6,,,1.8,,1,,,,,-6.7,,,,0,0,18.25,19,,,
+31/07/2010,19.4,,,1.4,,0.4,,,,,-6.7,,,,0,0,19.75,19.7,,,
+01/08/2010,0,,,0,,0,,,,,-6.7,,,,0,0,21.8,21.65,,,
+02/08/2010,0,,,0,,0,,,,,-6.7,,,,0,0,23.1,22.9,,,
+03/08/2010,0,,,0,,0,,,,,-6.7,,,,0,0,21.85,21.3,,,
+04/08/2010,0,,,0,,0,,,,,-6.7,,,,0,0,22.8,22.5,,,
+05/08/2010,0,,,0,,0,,,,,-6.7,,,,0,0,20.5,21.65,,,
+06/08/2010,0.2,,,0.8,,8.8,,,,,-6.6,,,,0,0,18.35,20.05,,,
+07/08/2010,0,,,0,,0,,,,,-6.6,,,,0,0,20.85,20.7,,,
+08/08/2010,0,,,0,,0,,,,,-6.6,,,,0,0,21.3,20.55,,,
+09/08/2010,0,,,0,,0,,,,,-6.6,,,,0,0,21.55,21,,,
+10/08/2010,0,,,0,,0,,,,,-6.7,,,,0,0,22.5,22.35,,,
+11/08/2010,0,,,0,,0,,,,,-6.7,,,,0,0,23.25,23.55,,,
+12/08/2010,0,,,0,,0,,,,,-6.7,,,,0,0,21.8,22.7,,,
+13/08/2010,0,,,0,,0,,,,,-6.7,,,,0,0,20,20.95,,,
+14/08/2010,10.8,,,21.6,,9.6,,,,,-6.7,,,,0,0,17.65,18.7,,,
+15/08/2010,18.6,,,19,,15.6,,,,,-6.7,,,,0,0,20.1,22.15,,,
+16/08/2010,0,,,0,,0,,,,,-6.7,,,,0,0,19.1,19.9,,,
+17/08/2010,0,,,0,,0.2,,,,,-6.7,,,,0,0,18.9,19.05,,,
+18/08/2010,0,,,0.2,,0,,,,,-6.6,,,,0,0,19.2,20.7,,,
+19/08/2010,0,,,0,,0,,,,,-6.7,,,,0,0,21.95,22.8,,,
+20/08/2010,0,,,0,,0,,,,,-6.7,,,,0,0,22.85,23.55,,,
+21/08/2010,0.2,,,0,,0,,,,,-6.7,,,,0,0,25.1,25.25,,,
+22/08/2010,0,,,0,,0,,,,,-6.7,,,,0,0,25.5,25.5,,,
+23/08/2010,0,,,0,,0,,,,,-6.7,,,,0,0,24.85,24.15,,,
+24/08/2010,0,,,0,,0,,,,,-6.7,,,,0,0,23.15,22.75,,,
+25/08/2010,0,,,0.2,,0,,,,,-6.7,,,,0,0,24.3,24.35,,,
+26/08/2010,0.2,,,0.2,,0,,,,,-6.7,,,,0,0,23.6,24.3,,,
+27/08/2010,0,,,0,,0,,,,,-6.7,,,,0,0,24.1,23.9,,,
+28/08/2010,0,,,0.2,,0,,,,,-6.7,,,,0,0,23.9,23.8,,,
+29/08/2010,0,,,0,,0,,,,,-6.7,,,,0,0,21.85,21.95,,,
+30/08/2010,0,,,0,,0,,,,,-6.7,,,,0,0,19.3,18.9,,,
+31/08/2010,0,,,0,,0,,,,,-6.7,,,,0,0,17.7,17.25,,,
+01/09/2010,0,,,0,,0,,,,,-6.7,,,,0,0,19,17.15,,,
+02/09/2010,0,,,0,,0,,,,,-6.7,,,,0,0,19.1,17.4,,,
+03/09/2010,0,,,0,,0,,,,,-6.7,,,,0,0,20.85,19.95,,,
+04/09/2010,0,,,0,,0,,,,,-6.8,,,,0,0,21,20.35,,,
+05/09/2010,0,,,0,,0,,,,,-6.7,,,,0,0,20.2,19.8,,,
+06/09/2010,0,,,0,,0,,,,,-6.7,,,,0,0,19.9,19.85,,,
+07/09/2010,0,,,0,,0,,,,,-6.7,,,,0,0,20.85,21.35,,,
+08/09/2010,0.2,,,0.6,,0,,,,,-6.7,,,,0,0,20.15,20.45,,,
+09/09/2010,14.8,,,9,,4.6,,,,,-6.7,,,,0,0,19.15,19.3,,,
+10/09/2010,0,,,0,,0,,,,,-6.7,,,,0,0,17.8,17.55,,,
+11/09/2010,0,,,0,,0,,,,,-6.7,,,,0,0,19.4,19.35,,,
+12/09/2010,0,,,0,,0,,,,,-6.7,,,,0,0,19.7,18.25,,,
+13/09/2010,0,,,0,,0,,,,,-6.7,,,,0,0,17.5,17,,,
+14/09/2010,11.2,,,4.4,,5,,,,,-6.7,,,,0,0,17.75,18.6,,,
+15/09/2010,0,,,0.2,,0,,,,,-6.7,,,,0,0,19.35,18.6,,,
+16/09/2010,0.2,,,0,,0,,,,,-6.8,,,,0,0,19.15,18.6,,,
+17/09/2010,0,,,0,,0,,,,,-6.8,,,,0,0,20.25,22.85,,,
+18/09/2010,0,,,0,,0,,,,,-6.8,,,,0,0,20.65,23.45,,,
+19/09/2010,41.2,,,22.6,,38.6,,,,,-6.8,,,,0,0,15.8,16.85,,,
+20/09/2010,1.6,,,15,,0.6,,,,,-6.7,,,,0,0,16.7,16.85,,,
+21/09/2010,0,,,0.2,,0,,,,,-6.8,,,,0,0,17.3,17.25,,,
+22/09/2010,0,,,0,,0,,,,,-6.8,,,,0,0,19.25,19.05,,,
+23/09/2010,0,,,0.2,,0,,,,,-6.8,,,,0,0,18.3,16.9,,,
+24/09/2010,0,,,0,,0,,,,,-6.7,,,,0,0,16.6,16.55,,,
+25/09/2010,9.8,,,5.8,,6.8,,,,,-6.7,,,,0,0,15,17.25,,,
+26/09/2010,8.8,,,11.6,,6.8,,,,,-6.7,,,,0,0,14.4,15.4,,,
+27/09/2010,2.6,,,5.4,,1.6,,,,,-6.7,,,,0,0,13,14.6,,,
+28/09/2010,3.6,,,5,,4.8,,,,,-6.7,,,,0,0,14.2,15.8,,,
+29/09/2010,7.6,,,1.6,,3.2,,,,,-6.8,,,,0,0,13.35,14.95,,,
+30/09/2010,0,,,0,,0,,,,,-6.8,,,,0,0,14.2,14.4,,,
+01/10/2010,0.2,,,0.2,,0.2,,,,,-6.8,,,,0,0,13.7,15.3,,,
+02/10/2010,9.2,,,26,,9.6,,,,,-6.8,,,,0,0,14.2,16.6,,,
+03/10/2010,0.2,,,0.2,,0.2,,,,,-6.7,,,,0,0,16.4,16.6,,,
+04/10/2010,0,,,0.2,,0.2,,,,,-6.7,,,,0,0,15.9,16.2,,,
+05/10/2010,24.4,,,20.6,,43.4,,,,,-6.7,,,,0,0,16.15,17.25,,,
+06/10/2010,0.2,,,0,,0.4,,,,,-6.7,,,,0,0,16.05,17.8,,,
+07/10/2010,0.2,,,0.2,,0,,,,,-6.7,,,,0,0,18.15,17.65,,,
+08/10/2010,0.2,,,0.2,,0.2,,,,,-6.7,,,,0,0,16.2,16.15,,,
+09/10/2010,0,,,0,,0,,,,,-6.7,,,,0,0,14.2,14.15,,,
+10/10/2010,0,,,0,,0,,,,,-6.7,,,,0,0,12.1,12.6,,,
+11/10/2010,0,,,0,,0,,,,,-6.7,,,,0,0,12.65,13,,,
+12/10/2010,2,,,2.6,,1.8,,,,,-6.7,,,,0,0,14.1,13.75,,,
+13/10/2010,1.8,,,1.6,,1.2,,,,,-6.7,,,,0,0,12.75,13.45,,,
+14/10/2010,4,,,5.6,,4,,,,,-6.7,,,,0,0,12.05,12.8,,,
+15/10/2010,0.2,,,0,,0,,,,,-6.7,,,,0,0,12.85,12.9,,,
+16/10/2010,0,,,0,,0,,,,,-6.7,,,,0,0,13.15,15.75,,,
+17/10/2010,5,,,13.6,,3.2,,,,,-6.7,,,,0,0,12.5,13.9,,,
+18/10/2010,3,,,5,,8,,,,,-6.7,,,,0,0,10.55,12.4,,,
+19/10/2010,0,,,0,,0,,,,,-6.7,,,,0,0,12.05,12.6,,,
+20/10/2010,0.2,,,0,,0.2,,,,,-6.7,,,,0,0,11.45,10.45,,,
+21/10/2010,1.2,,,0.4,,0.4,,,,,-6.7,,,,0,0,12.1,11.9,,,
+22/10/2010,0.2,,,0.2,,0.2,,,,,-6.8,,,,0,0,12.2,10.85,,,
+23/10/2010,0,,,0,,0,,,,,-6.7,,,,0,0,13.45,13.55,,,
+24/10/2010,0,,,0.2,,0,,,,,-6.7,,,,0,0,13.05,14.6,,,
+25/10/2010,15.8,,,15,,13,,,,,-6.7,,,,0,0,10.75,11.65,,,
+26/10/2010,2.4,,,0.2,,1.8,,,,,-6.7,,,,0,0,9.35,9.85,,,
+27/10/2010,0,,,0,,0,,,,,-6.8,,,,0,0,7.65,8.3,,,
+28/10/2010,0,,,0,,0,,,,,-6.8,,,,0,0,8.35,7.4,,,
+29/10/2010,0,,,0,,0,,,,,-6.8,,,,0,0,12.65,9.55,,,
+30/10/2010,0,,,0,,0,,,,,-6.7,,,,0,0,10.3,8.75,,,
+31/10/2010,22.8,,,37,,14.2,,,,,-6.7,,,,0,0,13.9,14.75,,,
+01/11/2010,37.6,,,40.2,,28.2,,,,,-6.7,,,,0,0,12.45,14.9,,,
+02/11/2010,20.2,,,8.2,,21,,,,,-6.7,,,,0,0,12.55,14.8,,,
+03/11/2010,1,,,1.2,,1,,,,,-6.7,,,,0,0,12.95,13.45,,,
+04/11/2010,0.8,,,0.4,,0.8,,,,,-6.7,,,,0,0,13.95,13.75,,,
+05/11/2010,0.2,,,0.2,,0.2,,,,,-6.7,,,,0,0,13.85,13.15,,,
+06/11/2010,0.2,,,0.4,,0.4,,,,,-6.7,,,,0,0,13.55,13.35,,,
+07/11/2010,0,,,0.2,,0,,,,,-6.7,,,,0,0,12.95,13.5,,,
+08/11/2010,16.4,,,16.2,,16.6,,,,,-6.6,,,,0,0,9.6,11.4,,,
+09/11/2010,13.6,,,12.2,,21.8,,,,,-6.6,,,,0,0,10.55,12.05,,,
+10/11/2010,14,,,14.2,,8.2,,,,,-6.6,,,,0,0,9.85,12.55,,,
+11/11/2010,3.6,,,3.4,,1.4,,,,,-6.6,,,,0,0,10.7,10.45,,,
+12/11/2010,0.6,,,1.2,,0.2,,,,,-6.7,,,,0,0,9.6,8.8,,,
+13/11/2010,0,,,0,,0,,,,,-6.7,,,,0,0,14.7,14.1,,,
+14/11/2010,0,,,0.2,,0,,,,,-6.6,,,,0,0,12.25,11.8,,,
+15/11/2010,0,,,0.2,,0,,,,,-6.6,,,,0,0,13.95,15.7,,,
+16/11/2010,15.2,,,12.8,,13.2,,,,,-6.6,,,,0,0,10.25,12.8,,,
+17/11/2010,0.6,,,0.8,,0.2,,,,,-6.6,,,,0,0,10.8,9.45,,,
+18/11/2010,0.2,,,1.8,,0.4,,,,,-6.7,,,,0,0,7.25,6.65,,,
+19/11/2010,13.4,,,15,,14.6,,,,,-6.6,,,,0,0,9.85,10.65,,,
+20/11/2010,5.8,,,4.6,,7,,,,,-6.6,,,,0,0,8.7,10,,,
+21/11/2010,10.6,,,13,,10,,,,,-6.6,,,,0,0,8.8,10.1,,,
+22/11/2010,13.4,,,14.4,,12.2,,,,,-6.6,,,,0,0,8.4,10.7,,,
+23/11/2010,18,,,23,,18.8,,,,,-6.6,,,,0,0,6,8.45,,,
+24/11/2010,14,,,15,,12,,,,,-6.5,,,,0,0,6.55,8.05,,,
+25/11/2010,0.2,,,0.2,,3.2,,,,,-6.5,,,,0,0,5.65,6.55,,,
+26/11/2010,7.4,,,6.2,,5.2,,,,,-6.5,,,,0,0,3.95,6.05,,,
+27/11/2010,1.6,,,4.2,,9.4,,,,,-6.5,,,,0,0,3.85,6.1,,,
+28/11/2010,9.4,,,12.2,,3.6,,,,,-6.5,,,,0,0,3.85,4.35,,,
+29/11/2010,18.4,,,18.4,,17.2,,,,,-6.5,,,,0,0,6.75,7.9,,,
+30/11/2010,0.8,,,0.2,,0.8,,,,,-6.5,,,,0,0,4.35,6.9,,,
+01/12/2010,19.2,,,19.6,,20.6,,,,,-6.5,,,,0,0,9.35,11.15,,,
+02/12/2010,5.6,,,6.8,,6,,,,,-6.5,,,,0,0,6.9,9,,,
+03/12/2010,17,,,21.8,,13.8,,,,,-6.5,,,,0,0,4.8,6.65,,,
+04/12/2010,10.2,,,8,,5,,,,,-6.4,,,,0,0,1.95,3.5,,,
+05/12/2010,5.2,,,3,,2.2,,,,,-6.4,,,,0,0,1.85,1.2,,,
+06/12/2010,0.2,,,0.4,,0.4,,,,,-6.4,,,,0,0,8.8,10.05,,,
+07/12/2010,0,,,0,,0,,,,,-6.4,,,,0,0,12.6,16,,,
+08/12/2010,0,,,0,,0,,,,,-6.4,,,,0,0,12.7,14.15,,,
+09/12/2010,5.4,,,5,,5.6,,,,,-6.4,,,,0,0,10.15,11.05,,,
+10/12/2010,0,,,0,,0,,,,,-6.5,,,,0,0,5.85,5.4,,,
+11/12/2010,0,,,0,,0,,,,,-6.5,,,,0,0,5.55,4.2,,,
+12/12/2010,0,,,0,,0,,,,,-6.4,,,,0,0,6.75,6.9,,,
+13/12/2010,0,,,0,,0,,,,,-6.4,,,,0,0,4.9,5.3,,,
+14/12/2010,0.2,,,0,,0,,,,,-6.4,,,,0,0,0.85,1.35,,,
+15/12/2010,0,,,0,,0,,,,,-6.4,,,,0,0,-0.9,-0.1,,,
+16/12/2010,,,,0,,0,,,,,-6.4,,,,0,0,-2.6,-2.15,,,
+17/12/2010,0,,,0,,0,,,,,-6.4,,,,0,0,-1.95,-3.45,,,
+18/12/2010,17.2,,,16.4,,12,,,,,-6.4,,,,0,0,2.3,0.9,,,
+19/12/2010,4.4,,,0,,7.8,,,,,-6.4,,,,0,0,-0.05,-0.85,,,
+20/12/2010,11.2,,,11.4,,10.4,,,,,-6.4,,,,0,0,4.6,4.6,,,
+21/12/2010,0,,,0,,0,,,,,-6.4,,,,0,0,8,7.35,,,
+22/12/2010,10.8,,,16.8,,2.8,,,,,-6.4,,,,0,0,10.9,12.7,,,
+23/12/2010,6.4,,,6.2,,0,,,,,-6.3,,,,0,0,11.35,13.75,,,
+24/12/2010,17.4,,,11.6,,0,,,,,-6.3,,,,0,0,8.6,11.5,,,
+25/12/2010,22.4,,,12.2,,8.8,,,,,-6.2,,,,0,0,5.55,8.25,,,
+26/12/2010,2.6,,,2.6,,0.4,,,,,-6.2,,,,0,0,4.4,7.15,,,
+27/12/2010,0.2,,,0,,0,,,,,-6.2,,,,0,0,1.4,2.65,,,
+28/12/2010,0,,,0,,0,,,,,-6.2,,,,0,0,1.25,1.5,,,
+29/12/2010,0,,,0,,0,,,,,-6.2,,,,0,0,2.6,3.75,,,
+30/12/2010,1.4,,,1.4,,0.8,,,,,-6.2,,,,0,0,3.3,6.2,,,
+31/12/2010,0.6,,,0.4,,0.2,,,,,-6.2,,,,0,0,6.3,6.3,,,
+01/01/2011,0,,,0,,0,,,,,-6.2,,,,0,0,5.65,4.4,,,
+02/01/2011,0,,,0.2,,0,,,,,-6.2,,,,0,0,4.5,6.3,,,
+03/01/2011,0.4,,,0.6,,0.2,,,,,-6.2,,,,0,0,3.15,3.9,,,
+04/01/2011,0.2,,,0,,0,,,,,-6.2,,,,0,0,0.85,0.2,,,
+05/01/2011,0,,,0,,0,,,,,-6.2,,,,0,0,2.15,2.55,,,
+06/01/2011,0,,,0,,0,,,,,-6.2,,,,0,0,5.7,6.6,,,
+07/01/2011,0,,,0.2,,0.2,,,,,-6.2,,,,0,0,10.65,12.8,,,
+08/01/2011,0,,,0,,0,,,,,-6.2,,,,0,0,10.8,10.75,,,
+09/01/2011,0,,,0,,0,,,,,-6.2,,,,0,0,9.4,9.8,,,
+10/01/2011,0,,,0,,0,,,,,-6.2,,,,0,0,10.3,10.15,,,
+11/01/2011,13.4,,,13.4,,13.2,,,,,-6.2,,,,0,0,7.95,8.35,,,
+12/01/2011,1.6,,,1.8,,1.4,,,,,-6.1,,,,0,0,7.65,7.3,,,
+13/01/2011,0.2,,,0,,0.2,,,,,-6.1,,,,0,0,7.55,6.05,,,
+14/01/2011,0.2,,,0.4,,0.2,,,,,-6.2,,,,0,0,6.5,6.9,,,
+15/01/2011,0,,,0,,0,,,,,-6.2,,,,0,0,10.3,9.1,,,
+16/01/2011,0.2,,,0.2,,0.4,,,,,-6.2,,,,0,0,10.95,7.9,,,
+17/01/2011,0.2,,,0.2,,0,,,,,-6.1,,,,0,0,9.05,5.55,,,
+18/01/2011,0,,,0,,0.2,,,,,-6.1,,,,0,0,7.4,8.55,,,
+19/01/2011,0,,,0.4,,0,,,,,-6.1,,,,0,0,7.3,8.4,,,
+20/01/2011,4,,,2.2,,6.2,,,,,-6.1,,,,0,0,3.75,5.95,,,
+21/01/2011,0.2,,,0,,0,,,,,-6.1,,,,0,0,1.9,4.2,,,
+22/01/2011,0.4,,,0,,0.6,,,,,-6.1,,,,0,0,0.65,2.9,,,
+23/01/2011,0,,,0,,0,,,,,-6.1,,,,0,0,0.2,1.4,,,
+24/01/2011,0,,,0,,0,,,,,-6.1,,,,0,0,2.5,1.9,,,
+25/01/2011,0,,,0,,0,,,,,-6.1,,,,0,0,3.55,2.15,,,
+26/01/2011,0.2,,,0,,0,,,,,-6.1,,,,0,0,3.55,3.65,,,
+27/01/2011,0.4,,,0.4,,0.2,,,,,-6.1,,,,0,0,6,7.25,,,
+28/01/2011,0,,,0,,0,,,,,-6.1,,,,0,0,5.7,7.1,,,
+29/01/2011,1,,,0.8,,0.6,,,,,-6.1,,,,0,0,3.35,5.9,,,
+30/01/2011,12,,,14.8,,11.2,,,,,-6.1,,,,0,0,3.35,5.05,,,
+31/01/2011,1,,,1.2,,0.8,,,,,-6.1,,,,0,0,5.55,5.85,,,
+01/02/2011,0,,,0,,0,,,,,,,,,0,0,5.35,4.85,,,
+02/02/2011,0,,,0,,0,,,,,,,,,0,0,6.65,5.35,,,
+03/02/2011,0,,,0,,0,,,,,,,,,0,0,6.2,5.75,,,
+04/02/2011,0,,,0,,0,,,,,,,,,0,0,8.3,6.55,,,
+05/02/2011,0,,,0,,0,,,,,,,,,0,0,9.75,6.7,,,
+06/02/2011,0,,,0,,0,,,,,,,,,0,0,8.1,4.7,,,
+07/02/2011,0,,,0,,0.2,,,,,,,,,0,0,7.65,7.5,,,
+08/02/2011,0,,,0.4,,0.2,,,,,,,,,0,0,6.8,6.25,,,
+09/02/2011,0.2,,,0.4,,0.2,,,,,,,,,0,0,7.3,6.7,,,
+10/02/2011,0,,,0.2,,0.2,,,,,,,,,0,0,8.1,6.15,,,
+11/02/2011,0,,,0,,0,,,,,,,,,0,0,7.85,8.95,,,
+12/02/2011,0,,,0,,0,,,,,,,,,0,0,7.75,8.9,,,
+13/02/2011,0.8,,,0.8,,1,,,,,,,,,0,0,8.2,8.3,,,
+14/02/2011,0,,,0,,0,,,,,,,,,0,0,7.7,9.25,,,
+15/02/2011,0.2,,,0.4,,0,,,,,-6.1,,,,0,0,6.6,7.9,,,
+16/02/2011,10,,,9.4,,8.8,,,,,-6.0,,,,0,0,6.9,9.25,,,
+17/02/2011,26.2,,,22,,25,,,,,-6.0,,,,0,0,7.35,8.5,,,
+18/02/2011,14,,,13.4,,11,,,,,-6.0,,,,0,0,8.65,8.35,,,
+19/02/2011,0,,,0,,0,,,,,-6.0,,,,0,0,9.25,7.95,,,
+20/02/2011,0,,,0,,0,,,,,-6.0,,,,0,0,7.3,7,,,
+21/02/2011,13.2,,,6.6,,10.4,,,,,-6.0,,,,0,0,6.4,5.75,,,
+22/02/2011,0,,,0,,0,,,,,-6.0,,,,0,0,4.8,5.3,,,
+23/02/2011,0,,,0,,0,,,,,-6.0,,,,0,0,2.2,3.5,,,
+24/02/2011,0.2,,,0,,0,,,,,-6.0,,,,0,0,2.25,2.75,,,
+25/02/2011,0,,,0,,0,,,,,-6.0,,,,0,0,3.75,3.95,,,
+26/02/2011,0,,,0,,0,,,,,-6.0,,,,0,0,3.6,4.05,,,
+27/02/2011,0,,,0,,0,,,,,-5.9,,,,0,0,1.55,2.95,,,
+28/02/2011,23.4,,,37,,10,,,,,-5.9,,,,0,0,5.85,8.1,,,
+01/03/2011,1,,,1.2,,0.4,,,,,-5.9,,,,0,0,4.7,8.1,,,
+02/03/2011,3.2,,,4,,2.4,,,,,-5.9,,,,0,0,3.2,5.8,,,
+03/03/2011,2.4,,,0.8,,11.6,,,,,-5.9,,,,0,0,2.4,7.2,,,
+04/03/2011,16.8,,,18.6,,4.6,,,,,-5.9,,,,0,0,5.8,5.85,,,
+05/03/2011,0,,,0,,0,,,,,-5.9,,,,0,0,6.3,7.55,,,
+06/03/2011,5,,,5.4,,4.6,,,,,-5.9,,,,0,0,7.95,9.5,,,
+07/03/2011,0.2,,,0,,0.2,,,,,-5.9,,,,0,0,3.55,4.4,,,
+08/03/2011,0,,,0,,0,,,,,-5.9,,,,0,0,2.95,3.15,,,
+09/03/2011,0,,,0,,0,,,,,-5.9,,,,0,0,3.55,3.15,,,
+10/03/2011,0,,,0,,0,,,,,-5.9,,,,0,0,4.9,4.6,,,
+11/03/2011,0.2,,,0,,0,,,,,-5.9,,,,0,0,6.75,5.95,,,
+12/03/2011,0,,,0,,0,,,,,-5.9,,,,0,0,7.1,6.85,,,
+13/03/2011,1.4,,,3.2,,1.4,,,,,-5.9,,,,0,0,7.95,9.9,,,
+14/03/2011,25.8,,,30.2,,28.6,,,,,-5.9,,,,0,0,11.85,14.6,,,
+15/03/2011,6.8,,,6.6,,5.2,,,,,-5.8,,,,0,0,12.4,14.85,,,
+16/03/2011,23,,,34,,24,,,,,-5.8,,,,0,0,9.65,11.9,,,
+17/03/2011,5,,,2.6,,3.6,,,,,-5.7,,,,0,0,8.1,11.35,,,
+18/03/2011,3.4,,,7.6,,4.4,,,,,-5.8,,,,0,0,10.9,11.85,,,
+19/03/2011,0.2,,,0.2,,0.2,,,,,,,,,0,0,11.1,10.75,,,
+20/03/2011,0.8,,,2,,0.2,,,,,-5.8,,,,0,0,7.7,7.3,,,
+21/03/2011,0,,,0,,0,,,,,-5.7,,,,0,0,6.2,5.2,,,
+22/03/2011,0,,,0,,0,,,,,-5.8,,,,0,0,8.45,7.9,,,
+23/03/2011,0,,,0,,0,,,,,,,,,0,0,10.65,10,,,
+24/03/2011,0,,,0,,0,,,,,-5.8,,,,0,0,13.35,11.3,,,
+25/03/2011,0,,,0,,0,,,,,-5.7,,,,0,0,12.25,10.1,,,
+26/03/2011,0,,,0,,0,,,,,-5.7,,,,0,0,11,11.2,,,
+27/03/2011,0,,,0,,0,,,,,-5.7,,,,0,0,9.35,9.9,,,
+28/03/2011,13.2,,,16,,8,,,,,-5.7,,,,0,0,11.2,12.25,,,
+29/03/2011,3.6,,,3.6,,5,,,,,-5.7,,,,0,0,11.65,13.6,,,
+30/03/2011,3,,,0.8,,0.6,,,,,-5.7,,,,0,0,11.75,12.05,,,
+31/03/2011,0,,,0,,0.8,,,,,-5.7,,,,0,0,12.85,13.5,,,
+01/04/2011,0,,,0,,0,,,,,-5.7,,,,0,0,15.65,14.3,,,
+02/04/2011,0,,,0,,0,,,,,-5.7,,,,0,0,16.75,15.15,,,
+03/04/2011,0,,,0,,0,,,,,-5.7,,,,0,0,14.6,14.4,,,
+04/04/2011,0,,,0,,0,,,,,-5.7,,,,0,0,15,14.6,,,
+05/04/2011,0,,,0,,0,,,,,-5.7,,,,0,0,13.85,13.95,,,
+06/04/2011,0,,,0,,0,,,,,-5.7,,,,0,0,15.1,13.85,,,
+07/04/2011,0,,,0,,0,,,,,-5.7,,,,0,0,19.3,17.3,,,
+08/04/2011,0,,,0,,0,,,,,-5.7,,,,0,0,17.45,15.4,,,
+09/04/2011,0,,,0,,0,,,,,-5.7,,,,0,0,18.65,17.1,,,
+10/04/2011,0.2,,,0.2,,0,,,,,-5.7,,,,0,0,16.65,18.2,,,
+11/04/2011,0,,,0,,0,,,,,-5.7,,,,0,0,17.9,15.55,,,
+12/04/2011,0,,,0,,0,,,,,-5.7,,,,0,0,16.4,15.5,,,
+13/04/2011,7.8,,,4.4,,9,,,,,-5.7,,,,0,0,9.7,10.85,,,
+14/04/2011,0,,,0,,0,,,,,-5.7,,,,0,0,9.15,9.25,,,
+15/04/2011,5.8,,,3,,6.4,,,,,-5.7,,,,0,0,8.2,11.2,,,
+16/04/2011,0,,,0,,0,,,,,-5.7,,,,0,0,9.9,9.85,,,
+17/04/2011,0,,,0,,0,,,,,-5.7,,,,0,0,10.85,11.25,,,
+18/04/2011,0,,,0,,0,,,,,-5.7,,,,0,0,12.2,11.2,,,
+19/04/2011,0,,,0,,0,,,,,-5.6,,,,0,0,13.7,11.9,,,
+20/04/2011,0,,,0,,0,,,,,-5.7,,,,0,0,13.85,13.05,,,
+21/04/2011,0,,,0,,0,,,,,-5.7,,,,0,0,14,14.25,,,
+22/04/2011,0,,,0,,0,,,,,-5.7,,,,0,0,13.15,13.35,,,
+23/04/2011,1.4,,,2,,0.6,,,,,-5.6,,,,0,0,12.05,15.35,,,
+24/04/2011,1.2,,,2,,2,,,,,-5.6,,,,0,0,13.65,15.4,,,
+25/04/2011,0,,,0,,0,,,,,-5.6,,,,0,0,15.3,15.6,,,
+26/04/2011,1.6,,,12.2,,2,,,,,-5.6,,,,0,0,14.75,14.7,,,
+27/04/2011,0.2,,,0,,0,,,,,-5.6,,,,0,0,13.2,14.45,,,
+28/04/2011,0,,,0,,1,,,,,-5.6,,,,0,0,12.5,11.8,,,
+29/04/2011,0,,,0,,0,,,,,-5.6,,,,0,0,12.7,12.95,,,
+30/04/2011,3.2,,,3.4,,2,,,,,-5.6,,,,0,0,13.5,15.65,,,
+01/05/2011,0,,,0,,0,,,,,-5.6,,,,0,0,15.35,16.4,,,
+02/05/2011,0,,,0,,0,,,,,-5.6,,,,0,0,14,14.25,,,
+03/05/2011,1.4,,,0.4,,0.2,,,,,-5.6,,,,0,0,15.6,16.55,,,
+04/05/2011,0,,,0.2,,6.6,,,,,-5.6,,,,0,0,13.6,14.5,,,
+05/05/2011,0,,,0.2,,0,,,,,-5.6,,,,0,0,13.9,13.1,,,
+06/05/2011,0,,,0,,0,,,,,-5.6,,,,0,0,14.75,13.7,,,
+07/05/2011,0,,,0,,0,,,,,-5.6,,,,0,0,15.7,14.8,,,
+08/05/2011,0,,,0,,0,,,,,-5.6,,,,0,0,15.4,15.55,,,
+09/05/2011,0,,,0,,0,,,,,-5.6,,,,0,0,13.7,15.75,,,
+10/05/2011,0,,,0,,0,,,,,-5.6,,,,0,0,16.05,16.45,,,
+11/05/2011,0,,,0,,0,,,,,-5.6,,,,0,0,16.5,15.95,,,
+12/05/2011,0,,,0,,0,,,,,-5.6,,,,0,0,17.95,17.3,,,
+13/05/2011,0,,,0,,0,,,,,-5.6,,,,0,0,17.9,18.2,,,
+14/05/2011,0,,,0,,0,,,,,-5.6,,,,0,0,17.6,16.8,,,
+15/05/2011,0,,,0,,0,,,,,-5.6,,,,0,0,11.85,13.7,,,
+16/05/2011,4.4,,,3.6,,6.2,,,,,-5.6,,,,0,0,12.75,13.8,,,
+17/05/2011,0,,,0,,0,,,,,-5.6,,,,0,0,14.35,14.75,,,
+18/05/2011,0,,,0,,0,,,,,-6.1,,,,0,0,16.55,15.55,,,
+19/05/2011,0,,,0,,0,,,,,-6.7,,,,0,0,18,16.95,,,
+20/05/2011,0,,,0.2,,0,,,,,-6.7,,,,0,0,17.9,18.7,,,
+21/05/2011,0,,,2.8,,21.4,,,,,-6.7,,,,0,0,19,18.8,,,
+22/05/2011,0.2,,,0.6,,0,,,,,-6.7,,,,0,0,19.85,18.95,,,
+23/05/2011,5.4,,,0.4,,1,,,,,-6.7,,,,0,0,20.15,19.35,,,
+24/05/2011,0,,,0,,0,,,,,-6.7,,,,0,0,21.9,20.45,,,
+25/05/2011,0,,,0,,0,,,,,-6.8,,,,0,0,22.6,20.1,,,
+26/05/2011,0,,,0,,0,,,,,-6.8,,,,0,0,22.45,21.65,,,
+27/05/2011,0,,,0,,0,,,,,-6.8,,,,0,0,20.25,20.15,,,
+28/05/2011,0,,,0,,0,,,,,-6.7,,,,0,0,18.9,19.2,,,
+29/05/2011,0,,,0,,0,,,,,-6.7,,,,0,0,18.35,17.75,,,
+30/05/2011,0,,,0,,0,,,,,-6.8,,,,0,0,19.95,17.9,,,
+31/05/2011,0,,,0,,0,,,,,-6.8,,,,0,0,18.2,18.35,,,
+01/06/2011,0.2,,,0.6,,0.4,,,,,-6.8,,,,0,0,18.4,20.9,,,
+02/06/2011,0.2,,,0,,0.4,,,,,-6.8,,,,0,0,18.25,19.1,,,
+03/06/2011,0,,,1.4,,0,,,,,-6.7,,,,0,0,20.35,20.1,,,
+04/06/2011,28.8,,,25,,22.6,,,,,-6.7,,,,0,0,19.6,20.15,,,
+05/06/2011,0.2,,,0,,0,,,,,-6.7,,,,0,0,19.65,19.85,,,
+06/06/2011,24.4,,,25.4,,14.2,,,,,-6.7,,,,0,0,18.45,20.4,,,
+07/06/2011,3.4,,,3.2,,2.2,,,,,-6.7,,,,0,0,18.45,20.7,,,
+08/06/2011,0,,,0.4,,0,,,,,-6.7,,,,0,0,17.65,19.45,,,
+09/06/2011,1.4,,,2.4,,1.2,,,,,-6.7,,,,0,0,17.6,18.4,,,
+10/06/2011,0,,,0.6,,0,,,,,-6.7,,,,0,0,16.3,16.55,,,
+11/06/2011,0,,,0,,0.2,,,,,-6.7,,,,0,0,17.75,18.2,,,
+12/06/2011,0,,,0,,0,,,,,-6.7,,,,0,0,17.5,18.65,,,
+13/06/2011,0,,,0,,0,,,,,-6.7,,,,0,0,18.15,18.3,,,
+14/06/2011,0,,,0,,0,,,,,-6.7,,,,0,0,18.5,19.55,,,
+15/06/2011,2.2,,,0.6,,6.8,,,,,-6.7,,,,0,0,20.1,20.25,,,
+16/06/2011,0,,,0,,0.2,,,,,-6.7,,,,0,0,21.65,20.8,,,
+17/06/2011,0,,,0,,0,,,,,-6.8,,,,0,0,19.75,20.35,,,
+18/06/2011,0,,,0,,0,,,,,-6.8,,,,0,0,21.05,22.1,,,
+19/06/2011,0,,,0,,0,,,,,-6.8,,,,0,0,17.65,18.9,,,
+20/06/2011,0,,,0,,0,,,,,-6.8,,,,0,0,19.8,20,,,
+21/06/2011,0,,,0,,0,,,,,-6.8,,,,0,0,21,21.15,,,
+22/06/2011,0,,,0,,0,,,,,-6.8,,,,0,0,21.3,21.5,,,
+23/06/2011,0,,,0,,0,,,,,-6.8,,,,0,0,21.6,21.3,,,
+24/06/2011,0,,,0,,0,,,,,-6.9,,,,0,0,21.35,21.05,,,
+25/06/2011,0,,,0.2,,0,,,,,-6.9,,,,0,0,21.15,20,,,
+26/06/2011,0,,,0,,0,,,,,-6.9,,,,0,0,23.65,21.4,,,
+27/06/2011,0,,,0,,0,,,,,-6.9,,,,0,0,23.2,22.4,,,
+28/06/2011,0,,,0,,0,,,,,-6.8,,,,0,0,23.5,22.9,,,
+29/06/2011,0,,,0,,0,,,,,-6.9,,,,0,0,23.7,23.95,,,
+30/06/2011,0,,,0,,0,,,,,-6.9,,,,0,0,22.9,23.35,,,
+01/07/2011,0,,,0,,0,,,,,-6.9,,,,0,0,22.5,23.05,,,
+02/07/2011,36.2,,,0,,53.4,,,,,-6.9,,,,0,0,18.15,19.55,,,
+03/07/2011,0.2,,,4,,0.4,,,,,-6.8,,,,0,0,19.95,19.95,,,
+04/07/2011,0,,,0,,0.2,,,,,-6.8,,,,0,0,20.45,20.85,,,
+05/07/2011,1.4,,,0.6,,7.6,,,,,-6.8,,,,0,0,20.9,22.6,,,
+06/07/2011,4.6,,,0,,8.2,,,,,-6.8,,,,0,0,22.25,22.75,,,
+07/07/2011,0,,,0.2,,0,,,,,-6.9,,,,0,0,22.75,22.8,,,
+08/07/2011,0,,,0,,0,,,,,-6.9,,,,0,0,23,22.55,,,
+09/07/2011,0,,,0,,0,,,,,-6.9,,,,0,0,24,23.25,,,
+10/07/2011,0,,,0,,0,,,,,-6.9,,,,0,0,24.45,24.4,,,
+11/07/2011,0.2,,,0.4,,0,,,,,-6.9,,,,0,0,24.25,25.25,,,
+12/07/2011,0,,,0,,0,,,,,-6.9,,,,0,0,26.1,26.35,,,
+13/07/2011,0,,,0,,0,,,,,-7.0,,,,0,0,27.35,26,,,
+14/07/2011,0,,,0,,0,,,,,-7.0,,,,0,0,23.75,25.85,,,
+15/07/2011,0,,,0,,0,,,,,-7.0,,,,0,0,21.75,22.25,,,
+16/07/2011,0,,,0,,0,,,,,-7.0,,,,0,0,20.4,20.4,,,
+17/07/2011,0,,,0,,0,,,,,-7.0,,,,0,0,21.4,21.6,,,
+18/07/2011,0,,,0,,0,,,,,-6.9,,,,0,0,20.4,20.55,,,
+19/07/2011,0,,,0,,0,,,,,-6.9,,,,0,0,19.35,19,,,
+20/07/2011,10.2,,,5.6,,4.8,,,,,-7.0,,,,0,0,18.5,19,,,
+21/07/2011,0,,,0,,0,,,,,-7.0,,,,0,0,18.75,19.6,,,
+22/07/2011,0,,,0,,0,,,,,-7.0,,,,0,0,20.2,20.1,,,
+23/07/2011,0,,,0,,0,,,,,-7.0,,,,0,0,20.6,20.85,,,
+24/07/2011,0,,,0.6,,0,,,,,-7.0,,,,0,0,17.05,17.65,,,
+25/07/2011,0.6,,,7.4,,0,,,,,-7.0,,,,0,0,17.75,17.15,,,
+26/07/2011,3,,,0.4,,2,,,,,-7.0,,,,0,0,17.7,18.7,,,
+27/07/2011,0,,,0,,0,,,,,-7.0,,,,0,0,16.3,16.25,,,
+28/07/2011,15.6,,,18,,18.2,,,,,-6.9,,,,0,0,18.65,20.1,,,
+29/07/2011,0,,,0,,0,,,,,-6.9,,,,0,0,19.75,20.6,,,
+30/07/2011,0,,,0.4,,0,,,,,-6.9,,,,0,0,19.85,20.4,,,
+31/07/2011,0,,,0,,0,,,,,-6.9,,,,0,0,20.35,20.7,,,
+01/08/2011,0,,,2.4,,0,,,,,-6.9,,,,0,0,21.15,21.75,,,
+02/08/2011,0,,,14.4,,0,,,,,-7.0,,,,0,0,22.25,22.1,,,
+03/08/2011,0,,,0,,0,,,,,-7.0,,,,0,0,22.25,22.2,,,
+04/08/2011,0,,,0,,0,,,,,-7.0,,,,0,0,22.75,23.1,,,
+05/08/2011,0,,,0,,0,,,,,-7.0,,,,0,0,23.2,24.25,,,
+06/08/2011,0,,,0,,0,,,,,-7.0,,,,0,0,23.6,23.95,,,
+07/08/2011,0,,,0,,0,,,,,-7.0,,,,0,0,23,23.75,,,
+08/08/2011,0,,,0,,0,,,,,-7.0,,,,0,0,23.35,24.6,,,
+09/08/2011,0,,,0,,0,,,,,-7.0,,,,0,0,22.1,22.75,,,
+10/08/2011,0,,,0,,0,,,,,-7.1,,,,0,0,21.4,20.7,,,
+11/08/2011,0,,,0,,0,,,,,-7.1,,,,0,0,22.15,19.95,,,
+12/08/2011,0,,,0,,0,,,,,-7.1,,,,0,0,21.1,19.35,,,
+13/08/2011,0,,,0,,0,,,,,-7.1,,,,0,0,21.55,20.95,,,
+14/08/2011,0,,,0,,0,,,,,-7.1,,,,0,0,22.7,22.85,,,
+15/08/2011,0,,,0,,0,,,,,-7.1,,,,0,0,22.3,22.45,,,
+16/08/2011,0,,,0,,0,,,,,-7.1,,,,0,0,24.15,24.5,,,
+17/08/2011,0,,,0,,0,,,,,-7.1,,,,0,0,26.9,25.75,,,
+18/08/2011,0,,,0,,0,,,,,-7.1,,,,0,0,26.3,25.85,,,
+19/08/2011,0,,,0,,0,,,,,-7.2,,,,0,0,26.15,25.55,,,
+20/08/2011,0,,,0,,0,,,,,-7.2,,,,0,0,26.3,25.6,,,
+21/08/2011,0,,,0,,0,,,,,-7.1,,,,0,0,28.35,27.15,,,
+22/08/2011,0,,,0,,0,,,,,-7.1,,,,0,0,29.85,26.7,,,
+23/08/2011,0,,,0,,0,,,,,-7.2,,,,0,0,28.35,26.55,,,
+24/08/2011,0,,,0,,0,,,,,-7.2,,,,0,0,27,24.8,,,
+25/08/2011,0,,,0,,0,,,,,-7.2,,,,0,0,26.85,23.9,,,
+26/08/2011,0,,,0,,0,,,,,-7.2,,,,0,0,26.05,23.7,,,
+27/08/2011,0,,,0,,0,,,,,-7.2,,,,0,0,21.7,21.45,,,
+28/08/2011,0,,,8.8,,5.2,,,,,-7.2,,,,0,0,22.4,20.75,,,
+29/08/2011,0,,,0,,0,,,,,-7.2,,,,0,0,22.4,21.85,,,
+30/08/2011,0,,,0,,0,,,,,-7.2,,,,0,0,21.4,19.9,,,
+31/08/2011,0,,,0,,0,,,,,-7.2,,,,0,0,22.05,20.7,,,
+01/09/2011,0,,,0,,0,,,,,-7.2,,,,0,0,22.4,22.05,,,
+02/09/2011,0,,,0,,0,,,,,-7.2,,,,0,0,23.9,23.75,,,
+03/09/2011,0,,,0,,0,,,,,-7.2,,,,0,0,25.75,25.85,,,
+04/09/2011,0,,,0,,0,,,,,-7.2,,,,0,0,22,24.7,,,
+05/09/2011,0,,,1.4,,0,,,,,-7.2,,,,0,0,22.1,22.55,,,
+06/09/2011,0,,,0,,0,,,,,-7.2,,,,0,0,22.25,21.55,,,
+07/09/2011,0,,,0,,0,,,,,-7.3,,,,0,0,21.55,20.55,,,
+08/09/2011,0,,,0,,0,,,,,-7.3,,,,0,0,21.85,20.9,,,
+09/09/2011,0,,,0,,0,,,,,-7.3,,,,0,0,22.9,22.6,,,
+10/09/2011,0,,,0.2,,0,,,,,-7.3,,,,0,0,22.85,22.7,,,
+11/09/2011,0.2,,,0.2,,0,,,,,-7.3,,,,0,0,22.5,23.55,,,
+12/09/2011,0,,,0,,0,,,,,-7.3,,,,0,0,22.6,22.95,,,
+13/09/2011,0,,,0,,0,,,,,-7.3,,,,0,0,23.35,23.3,,,
+14/09/2011,0,,,0,,0,,,,,-7.3,,,,0,0,23.75,23.4,,,
+15/09/2011,0,,,0,,0,,,,,-7.3,,,,0,0,23.4,22.6,,,
+16/09/2011,0,,,0,,0,,,,,-7.3,,,,0,0,22.8,21.75,,,
+17/09/2011,0,,,0,,0,,,,,-7.3,,,,0,0,22.5,20.85,,,
+18/09/2011,0,,,0,,0,,,,,-7.3,,,,0,0,19.55,19.2,,,
+19/09/2011,17.8,,,29,,7.4,,,,,-7.3,,,,0,0,14.3,15.75,,,
+20/09/2011,3,,,5.2,,3.8,,,,,-7.3,,,,0,0,14.75,16,,,
+21/09/2011,0,,,0,,0,,,,,-7.3,,,,0,0,19.65,18.5,,,
+22/09/2011,0,,,0,,0,,,,,-7.4,,,,0,0,20.9,19.7,,,
+23/09/2011,0,,,0,,0,,,,,-7.3,,,,0,0,21.25,20.15,,,
+24/09/2011,0,,,0,,0,,,,,-7.4,,,,0,0,20.15,20.45,,,
+25/09/2011,0,,,0,,0,,,,,-7.4,,,,0,0,20.2,21.85,,,
+26/09/2011,0.4,,,1,,0,,,,,-7.4,,,,0,0,21.45,20.15,,,
+27/09/2011,0,,,0.2,,0,,,,,-7.4,,,,0,0,22.1,20.6,,,
+28/09/2011,0,,,0,,0,,,,,-7.4,,,,0,0,21.3,18.95,,,
+29/09/2011,0,,,0,,0,,,,,-7.4,,,,0,0,20.25,18.4,,,
+30/09/2011,0,,,0,,0,,,,,-7.4,,,,0,0,20.25,17.55,,,
+01/10/2011,0,,,0,,0,,,,,-7.4,,,,0,0,20.2,18.1,,,
+02/10/2011,0,,,0,,0,,,,,-7.4,,,,0,0,20.9,19,,,
+03/10/2011,0,,,0,,0,,,,,-7.4,,,,0,0,21.25,18.35,,,
+04/10/2011,0,,,0,,0,,,,,-7.5,,,,0,0,20.25,17.85,,,
+05/10/2011,0,,,0,,0,,,,,-7.5,,,,0,0,20.45,18.8,,,
+06/10/2011,0,,,0,,0,,,,,-7.5,,,,0,0,19.15,17.65,,,
+07/10/2011,0,,,0,,0,,,,,-7.5,,,,0,0,15.7,17.3,,,
+08/10/2011,0,,,0,,0,,,,,-7.5,,,,0,0,13.4,12.3,,,
+09/10/2011,0,,,0,,0,,,,,-7.5,,,,0,0,11.8,10.65,,,
+10/10/2011,0,,,0,,0,,,,,-7.5,,,,0,0,13.8,11.4,,,
+11/10/2011,0,,,0,,0,,,,,-7.5,,,,0,0,18.2,16.75,,,
+12/10/2011,0.2,,,0.2,,0.2,,,,,-7.5,,,,0,0,18.95,17.45,,,
+13/10/2011,0.2,,,0.2,,0,,,,,-7.5,,,,0,0,17.25,17.65,,,
+14/10/2011,0,,,0,,0,,,,,-7.5,,,,0,0,13.55,15.6,,,
+15/10/2011,0,,,0,,0,,,,,-7.5,,,,0,0,10.7,11.8,,,
+16/10/2011,0,,,0,,0,,,,,-7.5,,,,0,0,11.25,9.55,,,
+17/10/2011,0,,,0,,0,,,,,-7.5,,,,0,0,11.95,9.6,,,
+18/10/2011,0,,,0,,0,,,,,-7.5,,,,0,0,12.95,10.45,,,
+19/10/2011,0.2,,,0.2,,0,,,,,-7.5,,,,0,0,14.15,12.75,,,
+20/10/2011,0,,,0,,0,,,,,-7.5,,,,0,0,12.3,13.95,,,
+21/10/2011,0.4,,,0,,0.4,,,,,-7.5,,,,0,0,9.8,9.4,,,
+22/10/2011,0,,,0,,0,,,,,-7.5,,,,0,0,8.95,8.15,,,
+23/10/2011,0,,,0,,0,,,,,-7.5,,,,0,0,10.2,9.2,,,
+24/10/2011,0,,,0,,0,,,,,-7.5,,,,0,0,10.95,11.7,,,
+25/10/2011,7.4,,,9,,6.2,,,,,-7.5,,,,0,0,12.95,15.85,,,
+26/10/2011,66.8,,,87.2,,40.8,,,,,-7.5,,,,0,0,13.8,14.55,,,
+27/10/2011,1,,,0.6,,1.2,,,,,-7.5,,,,0,0,11.15,12.1,,,
+28/10/2011,0.2,,,0.4,,0.2,,,,,-7.5,,,,0,0,13.2,15,,,
+29/10/2011,0,,,0.2,,0.2,,,,,-7.5,,,,0,0,14.4,14.1,,,
+30/10/2011,0,,,0.4,,0,,,,,-7.5,,,,0,0,14.15,13.8,,,
+31/10/2011,8.4,,,0,,0.2,,,,,-7.5,,,,0,0,12.2,12.45,,,
+01/11/2011,0.2,,,0.2,,0,,,,,-7.5,,,,0,0,12.35,12.65,,,
+02/11/2011,0,,,0.2,,0.2,,,,,-7.5,,,,0,0,13.1,12.65,,,
+03/11/2011,0,,,0.2,,0,,,,,-7.5,,,,0,0,12.25,11.95,,,
+04/11/2011,0,,,0,,0,,,,,-7.5,,,,0,0,14.25,16.1,,,
+05/11/2011,0,,,3.8,,0,,,,,-7.5,,,,0,0,14.2,18,,,
+06/11/2011,4.2,,,4.6,,1.2,,,,,-7.5,,,,0,0,12.9,14.45,,,
+07/11/2011,0.2,,,0.6,,0.2,,,,,-7.6,,,,0,0,10.45,12.95,,,
+08/11/2011,32.6,,,65.4,,31.4,,,,,-7.6,,,,0,0,11.5,14.45,,,
+09/11/2011,0,,,1.8,,0,,,,,-7.5,,,,0,0,13.7,14.5,,,
+10/11/2011,0.2,,,0.2,,0.2,,,,,-7.6,,,,0,0,12.45,12.2,,,
+11/11/2011,0.2,,,0.2,,0.2,,,,,-7.6,,,,0,0,11.35,10.7,,,
+12/11/2011,0.2,,,0.2,,0.2,,,,,-7.6,,,,0,0,9.2,9.05,,,
+13/11/2011,0.2,,,0,,0,,,,,-7.6,,,,0,0,8.75,7.85,,,
+14/11/2011,0,,,0,,0,,,,,-7.6,,,,0,0,9.5,7.25,,,
+15/11/2011,0,,,0.2,,0,,,,,-7.6,,,,0,0,8.15,6.65,,,
+16/11/2011,0,,,0,,0.2,,,,,-7.6,,,,0,0,9.25,6.75,,,
+17/11/2011,0,,,0.2,,0,,,,,-7.6,,,,0,0,8.5,6.65,,,
+18/11/2011,0,,,0,,0,,,,,-7.6,,,,0,0,8.25,6.35,,,
+19/11/2011,0,,,0.2,,0.2,,,,,-7.6,,,,0,0,7.4,5.7,,,
+20/11/2011,0,,,0.2,,0,,,,,-7.6,,,,0,0,8.9,7.3,,,
+21/11/2011,0,,,0,,0,,,,,-7.6,,,,0,0,7.85,7.55,,,
+22/11/2011,0,,,0.2,,0,,,,,-7.6,,,,0,0,10.1,9,,,
+23/11/2011,0,,,0,,0,,,,,-7.6,,,,0,0,10.95,10.8,,,
+24/11/2011,0,,,0,,0,,,,,-7.6,,,,0,0,10.6,9.35,,,
+25/11/2011,0,,,0,,0,,,,,-7.6,,,,0,0,10.85,9.2,,,
+26/11/2011,0,,,0,,0.2,,,,,-7.6,,,,0,0,10.05,8.3,,,
+27/11/2011,0,,,0.2,,0.2,,,,,-7.6,,,,0,0,9.9,7.2,,,
+28/11/2011,0,,,0.4,,0.2,,,,,-7.6,,,,0,0,8.9,7.1,,,
+29/11/2011,0,,,0.2,,0.2,,,,,-7.6,,,,0,0,9.35,7.45,,,
+30/11/2011,0,,,0.2,,0.2,,,,,-7.7,,,,0,0,9.35,7.05,,,
+01/12/2011,0.2,,,0,,0.2,,,,,-7.7,,,,0,0,9.9,8.2,,,
+02/12/2011,0,,,0.2,,0,,,,,-7.6,,,,0,0,13.1,11.75,,,
+03/12/2011,1.2,,,5.6,,3,,,,,-7.6,,,,0,0,12.35,12.35,,,
+04/12/2011,6.4,,,2,,3.2,,,,,-7.6,,,,0,0,11,11.25,,,
+05/12/2011,2.2,,,0.2,,0.6,,,,,-7.6,,,,0,0,12,13.05,,,
+06/12/2011,4.6,,,3,,5.2,,,,,-7.6,,,,0,0,10.4,9.35,,,
+07/12/2011,0.2,,,0,,0.2,,,,,-7.6,,,,0,0,9.95,7.9,,,
+08/12/2011,0,,,0,,0,,,,,-7.7,,,,0,0,11.5,10.4,,,
+09/12/2011,0.4,,,0.2,,0.2,,,,,-7.6,,,,0,0,9.8,8.3,,,
+10/12/2011,0,,,0.2,,0.2,,,,,-7.6,,,,0,0,12,11.3,,,
+11/12/2011,1.4,,,1,,0.2,,,,,-7.7,,,,0,0,10,9.65,,,
+12/12/2011,23,,,38.6,,0,,,,,-7.6,,,,0,0,9.25,9.95,,,
+13/12/2011,10.8,,,6,,0,,,,,-7.6,,,,0,0,8.7,8.25,,,
+14/12/2011,0.6,,,0.4,,0.8,,,,,-7.7,,,,0,0,10.15,10.4,,,
+15/12/2011,1.6,,,0.8,,3.4,,,,,-7.7,,,,0,0,11.25,11.5,,,
+16/12/2011,0.4,,,0.2,,0,,,,,-7.7,,,,0,0,11.35,12.5,,,
+17/12/2011,20,,,11.2,,21,,,,,-7.6,,,,0,0,7.4,6.6,,,
+18/12/2011,0.2,,,0,,0,,,,,-7.6,,,,0,0,2.4,2.45,,,
+19/12/2011,0,,,0,,0,,,,,-7.7,,,,0,0,3.8,3.2,,,
+20/12/2011,0,,,0,,0,,,,,-7.7,,,,0,0,1.3,0.6,,,
+21/12/2011,0,,,0,,0,,,,,-7.7,,,,0,0,4.55,3.7,,,
+22/12/2011,0,,,0,,0,,,,,-7.7,,,,0,0,5.4,3.05,,,
+23/12/2011,0,,,0,,0,,,,,-7.7,,,,0,0,6.25,3.9,,,
+24/12/2011,0,,,0,,0,,,,,-7.7,,,,0,0,5.35,2.3,,,
+25/12/2011,14.6,,,12.8,,15.6,,,,,-7.7,,,,0,0,6.3,6.75,,,
+26/12/2011,0,,,0,,0,,,,,-7.7,,,,0,0,5.65,5.75,,,
+27/12/2011,0,,,0,,0,,,,,-7.7,,,,0,0,8.05,6,,,
+28/12/2011,0,,,0,,0,,,,,-7.7,,,,0,0,6.35,3.95,,,
+29/12/2011,0.2,,,0,,0,,,,,-7.7,,,,0,0,4.05,2.3,,,
+30/12/2011,0,,,0.2,,0,,,,,-7.7,,,,0,0,4.05,2.85,,,
+31/12/2011,1.4,,,0.6,,1.4,,,,,-7.7,,,,0,0,5.5,2.75,,,
+01/01/2012,0,,,0,,0,,0,0,0.2,-7.7,,,,0,0,6.25,4.95,,,
+02/01/2012,0.6,,,0.4,,0.4,,0.4,0.6,0.4,-7.7,,,,0,0,7.75,9.4,,,
+03/01/2012,13.6,,,17.4,,18.6,,6.4,20,12.6,-7.7,,,,0,0,8.4,8.05,,,
+04/01/2012,0.2,,,0.2,,0.2,,0.2,0.4,0.4,-7.7,,,,0,0,5.55,4.95,,,
+05/01/2012,7.4,,,6.6,,8,,8,5.6,5.8,-7.7,,,,0,0,5.45,5.8,,,
+06/01/2012,0.4,,,0,,0.2,,0.4,0.2,0,-7.7,,,,0,0,6.55,6.15,,,
+07/01/2012,0,,,0,,0,,0,0,0,-7.7,,,,0,0,7.45,4.35,,,
+08/01/2012,0.2,,,0,,0,,0.2,0,0,-7.7,,,,0,0,8.25,5.5,,,
+09/01/2012,0,,,0.2,,0.2,,0,0.4,0.2,-7.7,,,,0,0,7.5,4.3,,,
+10/01/2012,0,,,0,,0.2,,0.2,0,0.2,-7.7,,,,0,0,6.8,4.25,,,
+11/01/2012,0.2,,,0,,0,,0,0,0.2,-7.8,,,,0,0,7.65,5,,,
+12/01/2012,0,,,0,,0,,0.2,0,0.2,-7.8,,,,0,0,7.05,4.4,,,
+13/01/2012,0,,,0,,0,,0.2,0,0,-7.7,,,,0,0,9.2,7.95,,,
+14/01/2012,0,,,0,,0,,0,0,0.2,-7.7,,,,0,0,5.75,4.2,,,
+15/01/2012,0,,,0,,0,,0.2,0,0,-7.8,,,,0,0,4.8,2,,,
+16/01/2012,0,,,0,,0,,0,0,0.2,-7.8,,,,0,0,2.4,1.05,,,
+17/01/2012,0,,,0,,0,,0,0,0,-7.8,,,,0,0,3.45,1.25,,,
+18/01/2012,0,,,0,,0,,0,0,0,-7.8,,,,0,0,5.05,3.85,,,
+19/01/2012,0.2,,,0,,0,,0,0,0,-7.8,,,,0,0,5.45,4.1,,,
+20/01/2012,0,,,0,,0,,0,0,0,-7.8,,,,0,0,10.3,8.15,,,
+21/01/2012,0.2,,,0.2,,0.2,,0.2,0.2,0.2,,,,,0,0,8.7,6.4,,,
+22/01/2012,0.2,,,0.2,,0.2,,0,0,0,,,,,0,0,9.4,7.25,,,
+23/01/2012,0.2,,,0.2,,0,,0,0,0,,,,,0,0,7.9,7.15,,,
+24/01/2012,0,,,0,,0,,0,0,0,,,,,0,0,8.75,8.8,,,
+25/01/2012,0,,,0,,0,,0,0,0,,,,,0,0,4.45,2.75,,,
+26/01/2012,0,,,0,,0,,0,0,0,,,,,0,0,2.6,1.15,,,
+27/01/2012,0,,,0,,0,,0,0,0,,,,,0,0,5.65,4.6,,,
+28/01/2012,0,,,0,,0,,0,0,0,,,,,0,0,5,3.1,,,
+29/01/2012,0,,,0,,0,,0,0,0,,,,,0,0,4.7,4.25,,,
+30/01/2012,0,,,0,,0,,0,0,0,,,,,0,0,1.9,2.3,,,
+31/01/2012,0,,,0,,0,,0,0,0,,,,,0,0,-0.05,0.6,,,
+01/02/2012,0.2,,,0,,0.6,,5.8,0,12.8,,,,,0,0,-2,-0.25,,,
+02/02/2012,0.6,,,2,,3.2,,0.4,1.4,7.2,,,,,0,0,-2.1,-0.55,,,
+03/02/2012,0,,,0.6,,1.2,,0.2,0,0.2,,,,,0,0,-4.15,-0.65,,,
+04/02/2012,0,,,0,,0,,0.2,0.4,0,,,,,0,0,-4.7,-2.75,,,
+05/02/2012,0,,,0,,0.2,,0,1.6,0,,,,,0,0,-4,-3.6,,,
+06/02/2012,3,,,8.2,,7.8,,0,4.4,0,,,,,0,0,-4.15,-2.35,,,
+07/02/2012,5.6,,,5.2,,6.4,,0,3.6,0,,,,,0,0,-3.1,-2.35,,,
+08/02/2012,2.8,,,0.4,,3.6,,0,0.8,0,,,,,0,0,-0.8,0.3,,,
+09/02/2012,9.4,,,0,,0,,0,2.4,0,,,,,0,0,0.5,-0.3,,,
+10/02/2012,13.4,,,0,,0,,0,3.6,0,,,,,0,0,-3,0.25,,,
+11/02/2012,0,,,0,,0,,0,0,0,,,,,0,0,-3.7,-0.5,,,
+12/02/2012,2.4,,,2.2,,0.2,,0,0.6,0,,,,,0,0,-3.4,-0.75,,,
+13/02/2012,2.6,,,0.4,,0,,0,0.2,0,,,,,0,0,-2.55,-1.35,,,
+14/02/2012,0.8,,,0,,0,,0,0.6,0,,,,,0,0,-1.1,-1,,,
+15/02/2012,0,,,0,,0,,0,1.6,0,,,,,0,0,0.55,-1.5,,,
+16/02/2012,0,,,0,,0,,0,0,0,,,,,0,0,5,4.75,,,
+17/02/2012,0,,,0,,0,,0,0,0,,,,,0,0,4.8,3.9,,,
+18/02/2012,0.2,,,0,,0,,0,0.2,0,,,,,0,0,6.5,5.4,,,
+19/02/2012,0.8,,,1.6,,0.8,,1,1,2.2,,,,,0,0,7.3,6.7,,,
+20/02/2012,0.2,,,0.4,,0.4,,0.6,0.6,2.4,,,,,0,0,4.7,2.95,,,
+21/02/2012,12.2,,,15.6,,8.6,,7.4,12.6,0,,,,,0,0,5.8,6.45,,,
+22/02/2012,0,,,0,,0,,0,0,0,,,,,0,0,6.05,6,,,
+23/02/2012,0.2,,,0,,0,,0,0,0,,,,,0,0,9.15,7.55,,,
+24/02/2012,0,,,0,,0,,0,0,0,,,,,0,0,11.45,9.2,,,
+25/02/2012,0,,,0,,0,,0,0,0,,,,,0,0,10.1,7.95,,,
+26/02/2012,0,,,0,,0,,0,0,0,,,,,0,0,9.05,7.85,,,
+27/02/2012,0,,,0,,0,,0,1,0,,,,,0,0,7.55,5.8,,,
+28/02/2012,0,,,0,,0,,0,0,0,,,,,0,0,7.55,4.5,,,
+29/02/2012,0,,,0,,0,,0,0.2,0,-7.0,,,,0,0,9.75,8.25,,,
+01/03/2012,0.2,,,0,,0.2,,0.2,0.2,0.2,-7.0,,,,0,0,12.95,12.05,,,
+02/03/2012,0,,,0.2,,0,,0.2,0,0,-7.0,,,,0,0,14,10.7,,,
+03/03/2012,0,,,0,,0,,0,0,0,-7.0,,,,0,0,10.75,8.4,,,
+04/03/2012,0,,,0,,0,,0,0,0,-7.0,,,,0,0,10.4,9.15,,,
+05/03/2012,0,,,0,,0,,0,0,0,-7.0,,,,0,0,9.45,9.4,,,
+06/03/2012,8,,,3.4,,4.2,,5.6,3.6,1.6,-7.0,,,,0,0,6.45,9.55,,,
+07/03/2012,2,,,0.6,,0.4,,5.4,2.4,0,-7.0,,,,0,0,7.8,6.9,,,
+08/03/2012,0,,,0,,0,,0,0,0,-7.0,,,,0,0,8.3,6.65,,,
+09/03/2012,0,,,0,,0,,0,0,0,-7.0,,,,0,0,8.15,5.3,,,
+10/03/2012,0,,,0,,0,,0,0,0,-7.0,,,,0,0,8.15,9.1,,,
+11/03/2012,0,,,0,,0,,0,0,0,-7.0,,,,0,0,9.55,8.95,,,
+12/03/2012,0,,,0,,0,,0,0,0,-7.0,,,,0,0,12.15,8.65,,,
+13/03/2012,0,,,0,,0,,0,0,0,-7.1,,,,0,0,12.15,8.4,,,
+14/03/2012,0,,,0,,0,,0,0,0,-7.1,,,,0,0,12.35,9.35,,,
+15/03/2012,0,,,0,,0,,0,0,0,-7.1,,,,0,0,12.85,9.15,,,
+16/03/2012,0,,,0,,0,,0,0,0,-7.1,,,,0,0,11.9,10.5,,,
+17/03/2012,0,,,0.2,,0,,0,0.4,0,-7.1,,,,0,0,10.65,8.85,,,
+18/03/2012,0.6,,,0,,0.2,,0,0.2,0,-7.1,,,,0,0,10.95,10.95,,,
+19/03/2012,0,,,0,,0,,0,0,0,-7.1,,,,0,0,10.8,9.25,,,
+20/03/2012,0.2,,,3.8,,2.8,,0.2,3.2,0,-7.1,,,,0,0,10.85,8.7,,,
+21/03/2012,0,,,0,,0,,0,0,0.2,-7.1,,,,0,0,15.05,11.7,,,
+22/03/2012,0,,,0,,0,,0,0,0,-7.1,,,,0,0,15.45,12.25,,,
+23/03/2012,0,,,0,,0,,0,0,0,-7.1,,,,0,0,13.5,9.6,,,
+24/03/2012,0.2,,,0,,0,,0,0,0,,,,,0,0,14.55,12.65,,,
+25/03/2012,0,,,0,,0,,0,0,0,,,,,0,0,15.5,11.05,,,
+26/03/2012,0.2,,,0,,0,,0,0,0,,,,,0,0,15.75,11.4,,,
+27/03/2012,0,,,0.4,,0,,0,0,0,,,,,0,0,16.15,12.05,,,
+28/03/2012,0,,,0,,0,,0,0,0,,,,,0,0,16.25,11.9,,,
+29/03/2012,0,,,0,,0,,0,0,0,,,,,0,0,16.05,12.05,,,
+30/03/2012,0,,,0,,0,,0,0,0,,,,,0,0,14.3,10.65,,,
+31/03/2012,0,,,0,,0,,0,0,0,,,,,0,0,13.9,12.1,,,
+01/04/2012,0,,,0,,0,,0,0,0,,,,,0,0,14.15,13.85,,,
+02/04/2012,0,,,0,,0,,0,0,0,,,,,0,0,13.25,11.95,,,
+03/04/2012,1.4,,,4.6,,2,,1.6,4.6,1,,,,,0,0,13.05,12.85,,,
+04/04/2012,0.2,,,0.4,,0,,0,0.2,0,,,,,0,0,14.2,13.1,,,
+05/04/2012,0,,,0,,0,,0,0,0,,,,,0,0,13.7,14.35,,,
+06/04/2012,0.4,,,1.4,,2.2,,0.8,0,5.8,,,,,0,0,12.7,11.6,,,
+07/04/2012,0.8,,,2.8,,0.4,,1,5.2,4.4,,,,,0,0,11.55,11.3,,,
+08/04/2012,0,,,0.6,,0,,0,0.4,0.6,,,,,0,0,7.9,7.9,,,
+09/04/2012,3.4,,,1.8,,2.8,,5.4,2.6,3.2,,,,,0,0,7.25,6.7,,,
+10/04/2012,0,,,0,,0,,0,0,0.2,,,,,0,0,9.8,8.2,,,
+11/04/2012,10.6,,,7.6,,8.6,,13.4,11.8,8.6,,,,,0,0,9.25,9.95,,,
+12/04/2012,23.8,,,19.6,,26.2,,21.6,33.4,14,,,,,0,0,11.6,11.05,,,
+13/04/2012,0,,,0,,0,,0,0,0,,,,,0,0,11.65,11.65,,,
+14/04/2012,9.2,,,7.4,,6.4,,11.6,9.8,6.8,,,,,0,0,7.6,9.55,,,
+15/04/2012,27.2,,,19.8,,20.6,,23.6,23.4,16,,,,,0,0,10,10.7,,,
+16/04/2012,0,,,0.2,,0.2,,0,0.2,0.6,,,,,0,0,9.1,9,,,
+17/04/2012,0.6,,,5.4,,0.2,,1,1.2,0.2,,,,,0,0,10.9,11.65,,,
+18/04/2012,0.2,,,0.2,,0.2,,0.2,0.2,0,,,,,0,0,10.7,11.15,,,
+19/04/2012,6.2,,,3.2,,4.6,,6,11.6,4,,,,,0,0,10.4,11.15,,,
+20/04/2012,14.8,,,12,,15.4,,10.8,16.6,17.4,,,,,0,0,9.25,9.6,,,
+21/04/2012,10.4,,,4,,6.8,,4.6,5.2,5,,,,,0,0,12.7,11.7,,,
+22/04/2012,0,,,0.8,,1,,0,2.2,0.6,,,,,0,0,13.55,11.85,,,
+23/04/2012,0,,,0,,0,,0,0,0,,,,,0,0,13.1,12.15,,,
+24/04/2012,7.4,,,10.4,,5.4,,4.8,7.8,4.8,,,,,0,0,10.75,10.5,,,
+25/04/2012,1.6,,,1.4,,5.2,,1.2,0.6,11.4,,,,,0,0,12.6,11.15,,,
+26/04/2012,0,,,0,,0.2,,0,0.2,0,,,,,0,0,12.8,11.8,,,
+27/04/2012,0,,,0,,0,,0,0,0,,,,,0,0,18.25,16.15,,,
+28/04/2012,0,,,0,,0,,0,0,0.2,,,,,0,0,20.8,18.25,,,
+29/04/2012,0,,,0,,0,,0,0,0,,,,,0,0,15.55,14.2,,,
+30/04/2012,1.2,,,0.8,,1,,1.2,1,2.2,,,,,0,0,15.25,14.8,,,
+01/05/2012,1.8,,,0.8,,2.8,,1.4,1.4,2.6,,,,,0,0,13.25,14.65,,,
+02/05/2012,3.4,,,4.6,,3,,4.6,4.2,5.2,,,,,0,0,13.75,12.75,,,
+03/05/2012,0,,,0,,0,,0.2,0,0.2,,,,,0,0,13.15,12.2,,,
+04/05/2012,0,,,0,,0,,0,0,0,,,,,0,0,12.75,11.4,,,
+05/05/2012,0,,,0,,0,,0,0,0,,,,,0,0,13.95,12.8,,,
+06/05/2012,0,,,0,,0,,4.4,0,0,,,,,0,0,14,14.55,,,
+07/05/2012,46.8,,,24.2,,63.4,,42.2,62.2,21.4,,,,,0,0,14.55,14.65,,,
+08/05/2012,0.2,,,0,,0.2,,0.2,0.2,0.2,,,,,0,0,14.65,13.65,,,
+09/05/2012,0,,,0,,0,,0,0,0,,,,,0,0,16.1,15.7,,,
+10/05/2012,0,,,0,,0,,0,0,0,,,,,0,0,17.75,16.6,,,
+11/05/2012,0,,,0,,0,,0,0,0,,,,,0,0,21.65,19.6,,,
+12/05/2012,0,,,0,,0,,0,0,0,,,,,0,0,20.65,18.85,,,
+13/05/2012,0,,,0,,0,,0,0,0,,,,,0,0,13.2,13.4,,,
+14/05/2012,5,,,2.4,,5.2,,0.8,6.4,3.6,,,,,0,0,10.2,9.65,,,
+15/05/2012,0,,,0,,0,,0,0,0,,,,,0,0,12.15,11.5,,,
+16/05/2012,2.6,,,2.4,,1.8,,0.2,2.2,0.6,,,,,0,0,12.55,10.85,,,
+17/05/2012,0.2,,,0,,0,,0.2,0,0,,,,,0,0,12.2,10.75,,,
+18/05/2012,0,,,0,,0,,0,0,0,,,,,0,0,12.7,10.7,,,
+19/05/2012,0,,,0,,0,,0,0,0,,,,,0,0,14.35,12.95,,,
+20/05/2012,0.4,,,2.6,,1.8,,0.6,0,0.6,,,,,0,0,13.25,13.35,,,
+21/05/2012,29.8,,,26.2,,29.6,,24.8,26.2,27.8,,,,,0,0,13.3,13.55,,,
+22/05/2012,13,,,0.2,,0.6,,6.8,4.8,2.4,,,,,0,0,13.25,13.55,,,
+23/05/2012,7,,,4.4,,15.6,,0,41.4,0.6,,,,,0,0,15.45,16.2,,,
+24/05/2012,0,,,0,,0,,0,0.2,0,,,,,0,0,19.65,19.55,,,
+25/05/2012,0,,,0.4,,0,,0,0.2,0,,,,,0,0,18.9,17.85,,,
+26/05/2012,2.4,,,7.8,,0.4,,0.4,21.2,0.2,,,,,0,0,15.9,16,,,
+27/05/2012,0.2,,,0.2,,0,,0,0.2,0,,,,,0,0,16.85,15.3,,,
+28/05/2012,7.2,,,4.2,,6.2,,4.6,4.2,3.8,,,,,0,0,15.2,15.2,,,
+29/05/2012,0,,,0.4,,0.2,,0,0.2,0,,,,,0,0,16.45,17.65,,,
+30/05/2012,0.2,,,0,,0,,0.2,0,0,-7.4,,,,0,0,17.3,16.85,,,
+31/05/2012,0,,,0,,0,,0,0,0,-7.4,,,,0,0,18.8,18.65,,,
+01/06/2012,0,,,0.2,,4.8,,0,0.8,0,-7.4,,,,0,0,17.55,18,,,
+02/06/2012,0,,,0,,0,,0.2,0.2,0,-7.4,,,,0,0,18.75,19.55,,,
+03/06/2012,0,,,0,,0,,0,0,0,-7.4,,,,0,0,18.55,19.05,,,
+04/06/2012,0,,,0,,0,,0,0,0,-7.4,,,,0,0,17.5,17.3,,,
+05/06/2012,0.4,,,9,,0.2,,0.4,0,0.8,-7.4,,,,0,0,17.45,17.4,,,
+06/06/2012,0,,,0,,0,,0,0,0,-7.4,,,,0,0,17.05,16.6,,,
+07/06/2012,0,,,0.2,,0,,0,0.2,0,-7.5,,,,0,0,18.9,18.5,,,
+08/06/2012,0,,,0,,0,,0,0,0,-7.5,,,,0,0,19.85,19.35,,,
+09/06/2012,0,,,0,,0,,0,0,0,-7.5,,,,0,0,19.85,20.45,,,
+10/06/2012,0,,,0,,0,,0,0,0,-7.5,,,,0,0,19.05,20.8,,,
+11/06/2012,0.6,,,0,,0.2,,1.8,0.2,0,-7.5,,,,0,0,19.6,20.25,,,
+12/06/2012,2,,,2,,2.6,,12.8,6,0.6,-7.5,,,,0,0,17.65,18,,,
+13/06/2012,0,,,0,,0,,0,0.2,1.2,-7.5,,,,0,0,17.35,16.85,,,
+14/06/2012,0,,,0,,0,,0,0,0,-7.5,,,,0,0,17.75,17.35,,,
+15/06/2012,0,,,0,,0,,0,0,0,-7.5,,,,0,0,19.25,18.35,,,
+16/06/2012,0,,,0,,0,,0,0,0,-7.5,,,,0,0,22.25,20.8,,,
+17/06/2012,0,,,0,,0,,0,0,0,,,,,0,0,23.9,22.7,,,
+18/06/2012,0,,,0,,0,,0,0,0,,,,,0,0,26.1,24.45,,,
+19/06/2012,0,,,0,,0,,0,0,0,-7.6,,,,0,0,26.3,25.15,,,
+20/06/2012,0,,,0,,0,,0,0,0,-7.6,,,,0,0,25.9,25.15,,,
+21/06/2012,0,,,0,,0,,0,0,0,-7.7,,,,0,0,24.85,23.1,,,
+22/06/2012,0,,,0,,0,,0,0,0,-7.6,,,,0,0,23,22.35,,,
+23/06/2012,0,,,0,,0,,0,0,0,-7.7,,,,0,0,24,21.45,,,
+24/06/2012,0,,,0,,0,,0,0,0,-7.6,,,,0,0,22.4,20.65,,,
+25/06/2012,0,,,0,,0,,0,0,0,-7.6,,,,0,0,22.9,21.7,,,
+26/06/2012,0,,,0,,0,,0,0,0,-7.7,,,,0,0,23.75,23.55,,,
+27/06/2012,0,,,0,,0,,0,0,0,-7.7,,,,0,0,25.65,24.75,,,
+28/06/2012,0,,,0,,0,,0,0,0,-7.7,,,,0,0,24.7,24.2,,,
+29/06/2012,0,,,0,,0,,7.6,0,0,-7.7,,,,0,0,24.35,24,,,
+30/06/2012,0,,,0,,0,,0,0,0,-7.7,,,,0,0,25.75,24.2,,,
+01/07/2012,0,,,0,,0,,0,0,0,-7.7,,,,0,0,27,25.75,,,
+02/07/2012,0,,,0,,0,,0,0,0,-7.7,,,,0,0,24.05,24.45,,,
+03/07/2012,0,,,0,,0,,0,0,0,-7.8,,,,0,0,22.15,22.1,,,
+04/07/2012,0,,,0,,0,,0,0,0,-7.8,,,,0,0,22.8,23,,,
+05/07/2012,0,,,0,,0,,0,0,0,-7.8,,,,0,0,23.45,23,,,
+06/07/2012,0,,,0,,0,,0,0,0,-7.8,,,,0,0,23.2,22.65,,,
+07/07/2012,0,,,0,,0,,0,0.2,0,-7.8,,,,0,0,23.1,22.9,,,
+08/07/2012,0,,,0,,0,,0,0,0,-7.8,,,,0,0,24.15,22.3,,,
+09/07/2012,0,,,0,,0,,0,0,0,-7.8,,,,0,0,25,23.75,,,
+10/07/2012,0,,,0,,0,,0,0,0,-7.8,,,,0,0,24.15,23.7,,,
+11/07/2012,0,,,0,,0,,0,0,0,,,,,0,0,23.95,23.5,,,
+12/07/2012,0,,,0,,0,,0,0,0,,,,,0,0,23.45,23.15,,,
+13/07/2012,0,,,0,,0,,0,0,0,,,,,0,0,23.2,21.55,,,
+14/07/2012,0,,,0,,0,,0,0,0,,,,,0,0,23.1,22.9,,,
+15/07/2012,0,,,0,,0,,0,0,0,,,,,0,0,21.4,21.2,,,
+16/07/2012,0,,,0,,0,,0,0,0,,,,,0,0,22.1,20.3,,,
+17/07/2012,0,,,0,,0,,0,0,0,,,,,0,0,23.65,21,,,
+18/07/2012,0,,,0,,0,,0,0,0,,,,,0,0,25.3,22.95,,,
+19/07/2012,0,,,0,,0,,0,0,0,,,,,0,0,25.1,22.6,,,
+20/07/2012,0,,,0,,0,,0,0,0,,,,,0,0,24.65,22.55,,,
+21/07/2012,0,,,0,,0,,0,0,0,,,,,0,0,23.5,22.45,,,
+22/07/2012,0,,,0,,0,,0,0,0,,,,,0,0,22.2,22,,,
+23/07/2012,2,,,0,,0,,0,0,0,,,,,0,0,19.35,21.3,,,
+24/07/2012,0,,,0,,0,,0,0,0,,,,,0,0,21.65,22.05,,,
+25/07/2012,0,,,0,,0,,0,0,0,,,,,0,0,23.4,22.45,,,
+26/07/2012,0,,,0,,0,,0,0,0,,,,,0,0,24.2,22.4,,,
+27/07/2012,0,,,0,,0,,0,0,0,,,,,0,0,25.7,25.15,,,
+28/07/2012,0,,,0,,0,,0,0,0,,,,,0,0,26.8,24.95,,,
+29/07/2012,0,,,0,,0,,0,0,0,,,,,0,0,25.7,24.5,,,
+30/07/2012,0,,,0,,0,,0,0,0,,,,,0,0,23.8,22.7,,,
+31/07/2012,0,,,0,,0,,0,0,0,,,,,0,0,23.7,22.6,,,
+01/08/2012,0,,,0,,0,,0,0,0,,,,,0,0,26.9,25.95,,,
+02/08/2012,0,,,0,,0,,0,0,0,-8.0,,,,0,0,26.45,25.25,,,
+03/08/2012,0,,,0,,0,,0,0,0,-8.0,,,,0,0,25.4,23.95,,,
+04/08/2012,0,,,0,,0,,0,0,0,-8.0,,,,0,0,25.3,24.5,,,
+05/08/2012,0,,,0,,0,,0,0,0,-8.0,,,,0,0,25.3,24.1,,,
+06/08/2012,0,,,0,,0,,0,0,0,-8.0,,,,0,0,25.45,25.35,,,
+07/08/2012,0,,,0,,0,,0,0,0,-8.1,,,,0,0,26.45,25.15,,,
+08/08/2012,0,,,0,,0,,0,0,0,-8.1,,,,0,0,24.5,21.7,,,
+09/08/2012,0,,,0,,0,,0,0,0,-8.1,,,,0,0,26.35,24.4,,,
+10/08/2012,0,,,0,,0,,0,0,0,-8.1,,,,0,0,26.1,24.4,,,
+11/08/2012,0,,,0,,0,,0,0,0,-8.0,,,,0,0,24.8,23.05,,,
+12/08/2012,0,,,0,,0,,0,0,0,-8.0,,,,0,0,24.1,23.05,,,
+13/08/2012,0,,,0,,0,,0,0,0,-8.0,,,,0,0,24.3,23.8,,,
+14/08/2012,0,,,0,,0,,0,0,0,-8.1,,,,0,0,23.95,24.85,,,
+15/08/2012,0,,,0,,0,,0,0,0,-8.1,,,,0,0,24.35,24.65,,,
+16/08/2012,0,,,0,,0,,0,0,0,-8.1,,,,0,0,24.6,23.85,,,
+17/08/2012,0,,,0,,0,,0,0,0,-8.1,,,,0,0,25.8,26.05,,,
+18/08/2012,0,,,,,,,0,0,0,-8.1,,,,0,0,28.1,26.3,,,
+19/08/2012,0,,,,,,,0,0,0,-8.1,,,,0,0,29.5,26.65,,,
+20/08/2012,0,,,,,,,0,0,0,-8.1,,,,0,0,28.45,27.25,,,
+21/08/2012,0,,,,,,,0,0,0,-8.1,,,,0,0,28.3,27.65,,,
+22/08/2012,0,,,,,0,,0,0,0,-8.2,,,,0,0,27.7,27.2,,,
+23/08/2012,0,,,,,0,,0,0,0,-8.1,,,,0,0,27.3,26.55,,,
+24/08/2012,0,,,,,0,,0,0,0,-8.1,,,,0,0,26.3,25.6,,,
+25/08/2012,0,,,,,0,,0,0,0,-8.1,,,,0,0,25.2,24.5,,,
+26/08/2012,0,,,,,1.6,,3.8,10.2,0,-8.1,,,,0,0,21.2,22.8,,,
+27/08/2012,0,,,,,1.2,,8.2,1,1.6,-8.1,,,,0,0,21.8,21.25,,,
+28/08/2012,0,,,,,0,,0,0,0,-8.1,,,,0,0,23.8,21.15,,,
+29/08/2012,0,,,,,0,,0,0,0,-8.1,,,,0,0,23.35,22.3,,,
+30/08/2012,0,,,,,0,,0,0,0,-8.1,,,,0,0,24.55,24.25,,,
+31/08/2012,45.6,,,,,40.4,,72.2,40.4,42,-8.1,,,,0,0,19.9,20.35,,,
+01/09/2012,7.8,,,,,2.4,,6,1.8,19.6,-8.1,,,,0,0,16.7,17.65,,,
+02/09/2012,7.8,,,,,1.4,,7.2,5.2,1.4,-8.0,,,,0,0,15.45,16.3,,,
+03/09/2012,29.8,,,,,25.2,,26.6,18.8,27.8,-8.0,,,,0,0,17.45,18.9,,,
+04/09/2012,1.8,,,,,1.8,,3.2,0.8,5.6,-8.1,,,,0,0,16.8,17.75,,,
+05/09/2012,0.6,,,,,0.6,,0.6,0.6,1,-8.1,,,,0,0,20.1,20.45,,,
+06/09/2012,4,,,,,3.2,,14,6,11,-8.1,,,,0,0,20.2,21.6,,,
+07/09/2012,0,,,,,0,,0,0,0.2,-8.1,,,,0,0,22.15,21.6,,,
+08/09/2012,0,,,,,0,,0,0,0,-8.1,,,,0,0,21.8,22,,,
+09/09/2012,0,,,,,0,,0,0,0,-8.1,,,,0,0,21.35,19.7,,,
+10/09/2012,0,,,,,0,,0,0,0.2,-8.1,,,,0,0,20.15,20.1,,,
+11/09/2012,0,,,,,0,,5.6,0,0.8,-8.1,,,,0,0,20.65,20.65,,,
+12/09/2012,0,,,,,0,,0.2,0,0,-8.1,,,,0,0,19.85,20.1,,,
+13/09/2012,0,,,,,0,,0,0.2,0,-8.1,,,,0,0,16.35,18.4,,,
+14/09/2012,0,,,,,0,,0,0,0,-8.1,,,,0,0,14.65,15.4,,,
+15/09/2012,0,,,,,0,,0.2,0,1.2,-8.1,,,,0,0,18.5,17.8,,,
+16/09/2012,0,,,,,0,,0,0,0,-8.1,,,,0,0,19.05,17.5,,,
+17/09/2012,0,,,,,0,,0,0,0,-8.1,,,,0,0,17.55,16.6,,,
+18/09/2012,0,,,,,0,,0.2,0,0,-8.1,,,,0,0,18.45,18.6,,,
+19/09/2012,0,,,,,0.4,,0,0.4,0.2,-8.2,,,,0,0,17.35,18.3,,,
+20/09/2012,29.2,,,,,26.8,,27.6,32,20.6,-8.1,,,,0,0,15.1,15.2,,,
+21/09/2012,0,,,,,0,,0,0,0,-8.1,,,,0,0,16.6,14.25,,,
+22/09/2012,0,,,,,0,,0.2,0.2,0,-8.1,,,,0,0,18.15,17.4,,,
+23/09/2012,0,,,,,0,,0,0,0,-8.1,,,,0,0,21.55,22.5,,,
+24/09/2012,0,,,,,0,,0,0,0,-8.2,,,,0,0,20.65,21.8,,,
+25/09/2012,0,,,,,0,,0,0,0,-8.2,,,,0,0,19,18.55,,,
+26/09/2012,0,,,,,0,,0,0.2,0,-8.2,,,,0,0,21.25,22.8,,,
+27/09/2012,0,,,,,0,,0,0.2,0,-8.2,,,,0,0,18.4,20.4,,,
+28/09/2012,1,,,,,0.6,,0.4,0.6,0.6,-8.2,,,,0,0,20.25,21.7,,,
+29/09/2012,0,,,,,0,,0,0,0.2,-8.2,,,,0,0,23.15,22.8,,,
+30/09/2012,21.4,,,,,4.2,,15.2,3.2,0.2,-8.2,,,,0,0,18.2,19.8,,,
+01/10/2012,20.8,,,,,25,,41,39.2,27.8,-8.2,,,,0,0,17.45,18.05,,,
+02/10/2012,0.2,,,,,0.4,,0.6,1.4,0.4,-8.2,,,,0,0,16.35,17.3,,,
+03/10/2012,2,,,,,0.8,,0.4,0.4,0.2,-8.2,,,,0,0,16.6,17.1,,,
+04/10/2012,0,,,,,0.2,,0.2,0.2,0.2,-8.2,,,,0,0,16.2,16.6,,,
+05/10/2012,0.2,,,,,0.2,,0.2,0.2,0.2,-8.2,,,,0,0,16.95,17.3,,,
+06/10/2012,0.2,,,,,0.2,,0.2,0.4,0.2,-8.2,,,,0,0,17.25,17.65,,,
+07/10/2012,0.2,,,,,0,,0.2,0,0,-8.2,,,,0,0,18.45,18.5,,,
+08/10/2012,0,,,,,0,,0.2,0.2,0.2,-8.2,,,,0,0,20.1,18.9,,,
+09/10/2012,1.4,,,,,1.2,,1.6,0.2,1,-8.2,,,,0,0,16.05,17.4,,,
+10/10/2012,23,,,,,28,,31,17.2,12.2,-8.2,,,,0,0,17.65,18.1,,,
+11/10/2012,4.8,,,,,0.8,,3.6,1.4,0.2,-8.2,,,,0,0,16.3,17.7,,,
+12/10/2012,19.8,,,,,17.4,,11.6,13.8,20.8,-8.2,,,,0,0,17.1,17.1,,,
+13/10/2012,0,,,,,0.2,,1.8,0.2,0.2,-8.2,,,,0,0,16.25,16.6,,,
+14/10/2012,1.2,,,,,0.8,,5.8,1.4,3.8,-8.2,,,,0,0,16.3,17,,,
+15/10/2012,1.8,,,,,0.8,,6.2,3.6,0.2,-8.2,,,,0,0,14.1,15.5,,,
+16/10/2012,59.4,,,,,52.2,,40,50.8,35.4,-8.3,,,,0,0,12.6,13.5,,,
+17/10/2012,0.2,,,,,0.2,,0,0,0,-8.3,,,,0,0,14.05,14.4,,,
+18/10/2012,0.2,,,,,0.2,,0.2,0.2,0.2,-8.2,,,,0,0,15.1,14.95,,,
+19/10/2012,0,,,,,0.2,,0.4,0,0.2,-8.3,,,,0,0,16.3,15,,,
+20/10/2012,0,,,,,0,,0,0,0.4,-8.2,,,,0,0,18.5,16.15,,,
+21/10/2012,0,,,,,0,,0.2,0,0,-8.2,,,,0,0,19.05,17.1,,,
+22/10/2012,0,,,,,0,,0,0.2,0,-8.2,,,,0,0,19.15,18,,,
+23/10/2012,0.2,,,,,0.2,,0.2,0,0.2,-8.2,,,,0,0,17.75,16.2,,,
+24/10/2012,0,,,,,0,,0.2,0,0.2,-8.2,,,,0,0,16.5,14.9,,,
+25/10/2012,0,,,,,0.2,,0.2,0.2,0.2,-8.2,,,,0,0,16.3,15.15,,,
+26/10/2012,0,,,,,0,,0.4,0.4,0,-8.2,,,,0,0,14.5,15.5,,,
+27/10/2012,31.2,,,,,15.4,,11.2,17.6,51.8,-8.2,,,,0,0,13.45,16.05,,,
+28/10/2012,6,,,,,7.8,,3,20,26,-8.2,,,,0,0,7.5,9.8,,,
+29/10/2012,1.4,,,,,20.8,,18.4,19,24.4,-8.2,,,,0,0,6.5,7.15,,,
+30/10/2012,0,,,,,0,,0.2,0.2,0.2,-8.2,,,,0,0,5.45,6.4,,,
+31/10/2012,0,,,,,0,,0,0,0.4,-8.2,,,,0,0,8.5,8.2,,,
+01/11/2012,31.2,,,,,39.8,,19,34.2,43,-8.2,,,,0,0,12.15,12.45,,,
+02/11/2012,0,,,,,0.2,,0.4,0.2,0.2,-8.2,,,,0,0,12.95,13,,,
+03/11/2012,0,,,,,0,,0.6,0.2,0.2,-8.2,,,,0,0,11.4,10.55,,,
+04/11/2012,0.4,,,,,1.6,,0.2,4,2.8,-8.2,,,,0,0,14.85,15.9,,,
+05/11/2012,17.2,,,,,12.8,,10,10.2,6.6,-8.2,,,,0,0,14.1,15.3,,,
+06/11/2012,0.4,,,,,0,,0,0,0.6,-8.2,,,,0,0,12.35,12.1,,,
+07/11/2012,0.2,,,,,0,,0,0,0,-8.2,,,,0,0,10.25,9.9,,,
+08/11/2012,0,,,,,0,,0.2,0,0.2,-8.2,,,,0,0,10,8.5,,,
+09/11/2012,0,,,,,0,,0,0,0.2,-8.2,,,,0,0,10.15,8.75,,,
+10/11/2012,0,,,,,0,,0,0,0.2,-8.2,,,,0,0,11.4,11.35,,,
+11/11/2012,4.2,,,,,2.6,,8,7.2,3,-8.2,,,,0,0,13.3,15.9,,,
+12/11/2012,34.8,,,,,39.2,,24.4,32.6,49.4,-8.2,,,,0,0,11.6,13,,,
+13/11/2012,30.8,,,,,37,,18.2,48.8,51.6,-8.2,,,,0,0,12.85,14.85,,,
+14/11/2012,0.2,,,,,0,,0.2,0,0,-8.2,,,,0,0,12.1,12,,,
+15/11/2012,0,,,,,0,,0.2,0,0.2,-8.2,,,,0,0,9.4,8.95,,,
+16/11/2012,0,,,,,0,,0.2,0,0,-8.2,,,,0,0,8.7,7.75,,,
+17/11/2012,0,,,,,0.2,,0,0,0.2,-8.2,,,,0,0,9.9,8,,,
+18/11/2012,0,,,,,0,,0.2,0,0,-8.2,,,,0,0,10.2,9.8,,,
+19/11/2012,0,,,,,0.2,,0.4,0.4,0.4,-8.2,,,,0,0,9.9,10,,,
+20/11/2012,0,,,,,0.6,,1.2,0.8,1,-8.2,,,,0,0,11.55,10.9,,,
+21/11/2012,0,,,,,0,,0.2,0,0.2,-8.2,,,,0,0,10.8,10.15,,,
+22/11/2012,0,,,,,0.2,,0.2,0,0.2,-8.2,,,,0,0,10.45,8.35,,,
+23/11/2012,0,,,,,0.2,,0,0.2,0.2,-8.2,,,,0,0,11.75,10.4,,,
+24/11/2012,0,,,,,0.2,,0.4,0.4,0.2,-8.2,,,,0,0,11,8.5,,,
+25/11/2012,0,,,,,0.4,,0.2,0.2,0.4,-8.2,,,,0,0,10.15,10.3,,,
+26/11/2012,0,,,,,0.2,,0.4,0.4,0.2,-8.2,,,,0,0,10.1,10.25,,,
+27/11/2012,0,,,,,0,,0,0,0,-8.1,,,,0,0,11.1,10.65,,,
+28/11/2012,64.4,,,,,42.4,,88.2,38,37.8,-8.1,,,,0,0,11,12.65,,,
+29/11/2012,17.8,,,,,22.8,,11.4,19,14.2,-8.1,,,,0,0,6.55,8.3,,,
+30/11/2012,13.6,,,,,9,,7.8,14.2,11.6,-8.0,,,,0,0,5.25,7.8,,,
+01/12/2012,3,,,,,1.6,,1.6,2.4,0.8,-8.0,,,,0,0,5.95,7,,,
+02/12/2012,3.2,,,,,5.4,,7.8,5.4,1.2,-8.0,,,,0,0,5.6,6.8,,,
+03/12/2012,7.8,,,,,5.6,,2.2,6.8,4,-8.0,,,,0,0,3.95,3.85,,,
+04/12/2012,0.2,,,,,0,,0,0.2,0,-8.0,,,,0,0,6.7,5.05,,,
+05/12/2012,0,,,,,3.4,,5.4,2.2,1,-8.0,,,,0,0,2.9,1.9,,,
+06/12/2012,7.4,,,,,8.2,,3,5.4,2.2,-8.0,,,,0,0,3.15,0.7,,,
+07/12/2012,1,,,,,0.2,,0.2,3.4,0.2,-8.0,,,,0,0,1.7,1,,,
+08/12/2012,10.6,,,,,11,,19.4,8.6,9,-8.0,,,,0,0,0.95,1.95,,,
+09/12/2012,0,,,,,0,,0.2,0,0.2,-8.0,,,,0,0,2.05,2.15,,,
+10/12/2012,0,,,,,0,,0,0,0,-7.9,,,,0,0,2.15,-0.25,,,
+11/12/2012,1,,,,,5.2,,3.8,4.8,6,-7.9,,,,0,0,4.1,2.7,,,
+12/12/2012,0,,,,,0,,0.2,0,0.2,-7.9,,,,0,0,2.5,1.15,,,
+13/12/2012,0,,,,,0,,0,0,0.2,-7.9,,,,0,0,-0.7,-1.45,,,
+14/12/2012,0,,,,,0,,0,0,0.2,-7.9,,,,0,0,5.75,6.2,,,
+15/12/2012,2.8,,,,,2.4,,6.4,7.4,1.2,-7.9,,,,0,0,9.8,10,,,
+16/12/2012,6.8,,,,,3.8,,2.2,16.4,0.4,-7.9,,,,0,0,10.55,7.2,,,
+17/12/2012,0.2,,,,,0.2,,0.2,41,0.4,-7.8,,,,0,0,6.9,5.75,,,
+18/12/2012,14.2,,,,,12.4,,14.6,592.2,9.6,-7.8,,,,0,0,5.8,3.6,,,
+19/12/2012,0,,,,,0.6,,0.2,603.2,0.2,-7.8,,,,0,0,5,3.45,,,
+20/12/2012,0.4,,,,,0,,0.2,182,0,-7.8,,,,0,0,2.75,0.15,,,
+21/12/2012,4.4,,,,,5.2,,1.8,0,5.8,-7.8,,,,0,0,2.3,3.65,,,
+22/12/2012,0.2,,,,,0.2,,0.4,0.2,0.4,-7.8,,,,0,0,6.25,5,,,
+23/12/2012,0,,,,,0,,0,153.4,0.2,-7.8,,,,0,0,5.85,2.3,,,
+24/12/2012,0,,,,,0.2,,0.2,519.8,0,-7.8,,,,0,0,9.2,8,,,
+25/12/2012,0,,,,,0,,0,537.8,0,-7.8,,,,0,0,9.55,10.45,,,
+26/12/2012,0,,,,,0.6,,0.2,212,0,-7.7,,,,0,0,9.2,10.1,,,
+27/12/2012,4.2,,,,,9.4,,4,117.2,9,-7.8,,,,0,0,7.05,8.5,,,
+28/12/2012,1.2,,,,,1.2,,2,19,1.4,-7.8,,,,0,0,10.3,7.55,,,
+29/12/2012,0,,,,,0,,0,464.8,0,-7.8,,,,0,0,7.65,5.3,,,
+30/12/2012,0,,,,,0,,0.2,606.6,0.2,-7.8,,,,0,0,5.85,3.15,,,
+31/12/2012,0,,,,,0,,0,168.8,0,,,,,0,0,7,4.45,,,
+01/01/2013,,,,0,,0.2,,0.2,51.4,0.2,-7.8,,,,0,0,4.4,1.7,,,
+02/01/2013,,,,0,,0.2,,0.2,0.4,0.2,-7.7,,,,0,0,5.55,6.35,,,
+03/01/2013,,,,0.4,,0,,0.2,0,0.2,-7.8,,,,0,0,7.65,6,,,
+04/01/2013,,,,0,,0.2,,0.2,0.2,0,-7.8,,,,0,0,7.05,3.9,,,
+05/01/2013,,,,0.2,,0,,0,0,0.2,-7.7,,,,0,0,7.85,6.75,,,
+06/01/2013,,,,0,,0,,0,0,0,-7.7,,,,0,0,8.05,6.35,,,
+07/01/2013,,,,0.2,,0,,0.2,0,0.2,-7.7,,,,0,0,9,5.9,,,
+08/01/2013,,,,0.2,,0.2,,0.2,0.2,0,-7.8,,,,0,0,5.4,2.55,,,
+09/01/2013,,,,0,,0,,0,0,0.2,-7.8,,,,0,0,8.3,7.85,,,
+10/01/2013,,,,0,,0,,0,0,0,-7.7,,,,0,0,6.75,6.3,,,
+11/01/2013,,,,3.8,,6,,0.6,7.2,1.2,-7.7,,,,0,0,5.1,4.5,,,
+12/01/2013,,,,4.4,,3,,4.6,6.8,3.2,-7.7,,,,0,0,5.35,4.6,,,
+13/01/2013,,,,2.6,,1.4,,1.6,1.8,2.6,-7.7,,,,0,0,4.85,5.05,,,
+14/01/2013,,,,12,,23.8,,16,194.6,16,-7.7,,,,0,0,4.75,6.75,,,
+15/01/2013,,,,1.2,,2.8,,2.2,576,2.4,-7.7,,,,0,0,4.35,4.75,,,
+16/01/2013,,,,14.2,,5.2,,7,609.2,5.6,-7.7,,,,0,0,1.65,3.45,,,
+17/01/2013,,,,2.2,,3.6,,3,452.4,2,-7.7,,,,0,0,1,2.6,,,
+18/01/2013,,,,0.2,,0,,1.2,507.8,0.8,-7.7,,,,0,0,2.6,2.35,,,
+19/01/2013,,,,1.6,,0,,0,591,0,-7.7,,,,0,0,1.6,1.05,,,
+20/01/2013,,,,17.8,,16,,5.8,510.6,10.2,-7.7,,,,0,0,7.75,8.6,,,
+21/01/2013,,,,12.6,,11.8,,14.8,163.6,34.8,-7.7,,,,0,0,6.35,7.25,,,
+22/01/2013,,,,0.8,,2,,1,0.8,0.8,-7.6,,,,0,0,4.15,5.15,,,
+23/01/2013,,,,9.6,,7.8,,12.2,11.4,2.8,-7.6,,,,0,0,3,3.95,,,
+24/01/2013,,,,1.6,,1,,0.4,0.8,5,-7.6,,,,0,0,4.15,4.65,,,
+25/01/2013,,,,0,,0,,0,0,0.2,-7.6,,,,0,0,3,2.75,,,
+26/01/2013,,,,0,,0,,0,0,0,-7.6,,,,0,0,2.55,2.1,,,
+27/01/2013,,,,0,,0,,0,0,0,-7.6,,,,0,0,3.55,2.2,,,
+28/01/2013,,,,4.4,,5,,4.4,4.2,5,-7.6,,,,0,0,2.05,3,,,
+29/01/2013,,,,6.8,,6.8,,6.4,7.4,7,-7.6,,,,0,0,5.9,5,,,
+30/01/2013,,,,0,,0,,0.2,0,0.2,-7.6,,,,0,0,9.2,8.75,,,
+31/01/2013,,,,0,,0,,0,0,0,-7.6,,,,0,0,10.85,9,,,
+01/02/2013,,,,0.2,,0,,0,0.2,0,-7.6,,,,0,0,8.45,8.8,,,
+02/02/2013,,,,0,,0,,0,0,0,-7.5,,,,0,0,5.55,7.8,,,
+03/02/2013,,,,12.6,,14.2,,6,21.4,30.2,-7.5,,,,0,0,3.25,3.55,,,
+04/02/2013,,,,0,,0,,0,6,0,-7.5,,,,0,0,5.4,3.95,,,
+05/02/2013,,,,0,,0,,0,0,0.2,-7.5,,,,0,0,6.3,4.55,,,
+06/02/2013,,,,1.4,,3.2,,2,1.2,1.4,-7.5,,,,0,0,6.05,7.4,,,
+07/02/2013,,,,5.6,,4.6,,8.4,4.6,7.4,-7.5,,,,0,0,2.4,4.15,,,
+08/02/2013,,,,0.2,,0,,0.6,0.6,0,-7.5,,,,0,0,2.95,2.65,,,
+09/02/2013,,,,0,,0,,0,0,0,-7.5,,,,0,0,1.45,0.85,,,
+10/02/2013,,,,0,,0,,0,0,0,-7.5,,,,0,0,0.75,0.25,,,
+11/02/2013,,,,0,,0,,0,0,0.2,-7.4,,,,0,0,1.8,2.5,,,
+12/02/2013,,,,16.2,,19.2,,20.8,9,23.6,-7.4,,,,0,0,3.8,4.5,,,
+13/02/2013,,,,0.2,,0,,0.2,0.2,0.2,-7.4,,,,0,0,3.8,4.2,,,
+14/02/2013,,,,0,,0,,0.2,0,0.2,-7.4,,,,0,0,4.75,4.65,,,
+15/02/2013,,,,0,,0,,0,1.2,0,-7.4,,,,0,0,3.75,2.85,,,
+16/02/2013,,,,0.2,,2,,0.2,0.6,0,-7.4,,,,0,0,5.05,3.9,,,
+17/02/2013,,,,0,,0.2,,0.2,0,0.2,-7.4,,,,0,0,5,3.45,,,
+18/02/2013,,,,0,,0,,0,0,0,-7.4,,,,0,0,3.75,3.45,,,
+19/02/2013,,,,0,,0.2,,0,0.8,0,-7.4,,,,0,0,3.6,2.65,,,
+20/02/2013,,,,0,,0,,0,0,0.2,-7.4,,,,0,0,4.7,3.3,,,
+21/02/2013,,,,0,,0.2,,0.2,0.4,0,-7.4,,,,0,0,4.85,6.2,,,
+22/02/2013,,,,5.6,,8.2,,5.8,6.4,5.2,-7.4,,,,0,0,1.25,2.95,,,
+23/02/2013,,,,8.2,,9.8,,6,7,10,-7.3,,,,0,0,0.75,3.6,,,
+24/02/2013,,,,29.8,,30.8,,14.8,7,24.4,-7.3,,,,0,0,2.05,4.1,,,
+25/02/2013,,,,2.2,,3.4,,4,10.2,1,-7.3,,,,0,0,0.65,2.65,,,
+26/02/2013,,,,10.8,,9.8,,11.4,0.2,1.8,-7.3,,,,0,0,4.55,4.65,,,
+27/02/2013,,,,0,,0.2,,0,2.6,0,-7.3,,,,0,0,4.05,3.9,,,
+28/02/2013,,,,0.2,,0,,0,0,0.2,-7.3,,,,0,0,5.95,4.65,,,
+01/03/2013,,,,0,,0,,0.2,0,0,-7.3,,,,0,0,5.8,6.2,,,
+02/03/2013,,,,2,,1.6,,2.2,2.6,1,-7.3,,,,0,0,6.95,5.95,,,
+03/03/2013,,,,0,,0,,0,0,0,-7.3,,,,0,0,7.4,6,,,
+04/03/2013,,,,0,,0,,0.2,0.2,0.2,-7.2,,,,0,0,8.2,6.55,,,
+05/03/2013,,,,0.2,,0,,0,0.2,0,-7.2,,,,0,0,6.4,5.75,,,
+06/03/2013,,,,10.2,,8.6,,6.8,2.8,1.6,-7.2,,,,0,0,7.15,8.65,,,
+07/03/2013,,,,22.4,,6.4,,2,,0,-7.2,,,,0,0,10.3,11.55,,,
+08/03/2013,,,,1.2,,0.2,,0,,0,-7.2,,,,0,0,8.8,10.2,,,
+09/03/2013,,,,3.2,,5.8,,11.8,0.2,0.2,-7.2,,,,0,0,10.6,11.75,,,
+10/03/2013,,,,6.4,,4,,8,4.6,3.8,-7.1,,,,0,0,10.5,10.9,,,
+11/03/2013,,,,9.8,,8.4,,7.6,9.4,9.4,-7.1,,,,0,0,8.35,9.9,,,
+12/03/2013,,,,7,,17.2,,26.8,8.8,10.6,-7.1,,,,0,0,8.35,9.75,,,
+13/03/2013,,,,7.2,,0.4,,4.8,14.4,1.4,-7.1,,,,0,0,5.2,7.55,,,
+14/03/2013,,,,31.2,,4.8,,10.2,5.8,4.6,-7.0,,,,0,0,5.8,6.85,,,
+15/03/2013,,,,0.2,,0,,0,200.6,0.4,-7.0,,,,0,0,3.55,3.55,,,
+16/03/2013,,,,0,,0.2,,0,438.6,0,-7.1,,,,0,0,3.45,2.95,,,
+17/03/2013,,,,0,,0,,0,119.2,0,-7.0,,,,0,0,4.25,5.3,,,
+18/03/2013,,,,24.6,,12.6,,10.2,63.2,12.4,-7.0,,,,0,0,8.45,10.4,,,
+19/03/2013,,,,13,,5.4,,8,480,8.2,-7.0,,,,0,0,9.5,8.85,,,
+20/03/2013,,,,0,,0,,0,144,0,-6.9,,,,0,0,7.8,6.15,,,
+21/03/2013,,,,10.4,,6,,5.6,6.8,6,-6.9,,,,0,0,9.25,8.5,,,
+22/03/2013,,,,0,,0,,0,0,0.2,-6.9,,,,0,0,9.1,7.15,,,
+23/03/2013,,,,0.2,,0.2,,0.2,0.2,0,-6.9,,,,0,0,9.6,9.1,,,
+24/03/2013,,,,0,,0,,0,0.2,0.4,-6.9,,,,0,0,11.45,12.15,,,
+25/03/2013,,,,0.2,,0.2,,0.6,0.4,0.8,-6.9,,,,0,0,7.25,9,,,
+26/03/2013,,,,0.8,,2.4,,4.8,0.8,1.2,-6.9,,,,0,0,6.75,7.95,,,
+27/03/2013,,,,0.2,,0,,1.2,0,0.2,-6.8,,,,0,0,6.75,7.3,,,
+28/03/2013,,,,0,,0.8,,0.4,0,0,-6.8,,,,0,0,9.45,10.45,,,
+29/03/2013,,,,0.4,,0.4,,0.2,1,0,-6.8,,,,0,0,12.35,13.8,,,
+30/03/2013,,,,0,,0,,0.2,0.2,0.2,-6.8,,,,0,0,9.1,10.2,,,
+31/03/2013,,,,7.6,,6.4,,11.6,12,7.8,-6.8,,,,0,0,9.65,9.25,,,
+01/04/2013,,,,0.4,,0,,0.2,0.2,2.2,-6.7,,,,0,0,9.55,8.8,,,
+02/04/2013,,,,20,,12.8,,13,12.8,11.6,-6.7,,,,0,0,9.65,10.7,,,
+03/04/2013,,,,1.6,,3.8,,0.2,5.8,7,-6.7,,,,0,0,9.55,9.5,,,
+04/04/2013,,,,0.2,,0,,0.2,0.4,0,-6.7,,,,0,0,7.85,8.05,,,
+05/04/2013,,,,15.4,,10.2,,13.8,17.6,13.6,-6.7,,,,0,0,8.85,8.2,,,
+06/04/2013,,,,0.8,,1,,4.6,0.6,0.2,-6.7,,,,0,0,10.8,10.65,,,
+07/04/2013,,,,1.8,,0,,0,0.2,0,-6.7,,,,0,0,10.6,9.25,,,
+08/04/2013,,,,0,,0,,0,0,0.2,-6.7,,,,0,0,8.6,8,,,
+09/04/2013,,,,1.8,,2.2,,2.4,5.4,6.8,-6.7,,,,0,0,10.7,10.3,,,
+10/04/2013,,,,0,,0,,0,0,0,-6.6,,,,0,0,12.75,11.7,,,
+11/04/2013,,,,0,,0,,0,0,0,-6.6,,,,0,0,12.2,10.9,,,
+12/04/2013,,,,0,,0,,0,0,0.2,-6.6,,,,0,0,12.95,13.1,,,
+13/04/2013,,,,0,,0,,0,0,0,-6.6,,,,0,0,13.65,12.2,,,
+14/04/2013,,,,0,,0,,,0,0,-6.6,,,,0,0,15.65,13.2,,,
+15/04/2013,,,,0,,0,,,0,0,-6.6,,,,0,0,16.95,14.65,,,
+16/04/2013,,,,0,,0,,,0,0,-6.6,,,,0,0,16.05,14.3,,,
+17/04/2013,,,,0,,0,,0,0,0,-6.6,,,,0,0,19.05,16.15,,,
+18/04/2013,,,,0,,0,,0,0,0,-6.6,,,,0,0,18.7,16.8,,,
+19/04/2013,,,,0,,0,,0,0,0.2,-6.6,,,,0,0,18.25,15.65,,,
+20/04/2013,,,,0.2,,0.2,,0,0,0,-6.6,,,,0,0,11.8,12.2,,,
+21/04/2013,,,,0,,0,,0,0,0,-6.6,,,,0,0,9.65,9.6,,,
+22/04/2013,,,,2.4,,0,,0,0,0.6,-6.6,,,,0,0,10.2,9.1,,,
+23/04/2013,,,,3.6,,10.2,,4.6,7,0.6,-6.6,,,,0,0,11.1,10.35,,,
+24/04/2013,,,,0,,0,,0,0,0.2,-6.6,,,,0,0,15.9,13.3,,,
+25/04/2013,,,,0,,0,,0,0,0,-6.6,,,,0,0,17.5,14.55,,,
+26/04/2013,,,,0,,0,,0,0,0,-6.5,,,,0,0,16.85,15.7,,,
+27/04/2013,,,,0,,0,,0.2,0,0,-6.5,,,,0,0,14.9,14,,,
+28/04/2013,,,,3.2,,4,,1.6,4.2,0.8,-6.5,,,,0,0,15.95,16,,,
+29/04/2013,,,,0,,0,,0,0,0,-6.5,,,,0,0,19.4,17.45,,,
+30/04/2013,,,,0.2,,1.6,,0.8,1,0.4,-6.5,,,,0,0,19.5,20,,,
+01/05/2013,,,,0,,0,,0,0,0,-6.5,,,,0,0,19.75,18.3,,,
+02/05/2013,,,,6,,6.8,,5.2,6.2,7.8,-6.5,,,,0,0,15.1,14.4,,,
+03/05/2013,,,,1,,3.2,,0.8,3,5.4,-6.5,,,,0,0,17.1,16.75,,,
+04/05/2013,,,,0,,0,,0,0,0,-6.5,,,,0,0,17.2,16.7,,,
+05/05/2013,,,,1.2,,4.4,,6.2,1,5.8,-6.5,,,,0,0,14.1,14.35,,,
+06/05/2013,,,,0.2,,0.2,,0.4,1.2,1,-6.5,,,,0,0,14.8,14.45,,,
+07/05/2013,,,,5.8,,5.4,,8.4,4.4,4.2,-6.5,,,,0,0,15.55,15.65,,,
+08/05/2013,,,,0,,0,,0.2,0,0.2,-6.5,,,,0,0,15.8,15.1,,,
+09/05/2013,,,,18.8,,1.4,,0.6,1.2,0.2,-6.5,,,,0,0,17.35,17.4,,,
+10/05/2013,,,,0.2,,0.2,,0.4,0.2,0,-6.5,,,,0,0,16.7,17.1,,,
+11/05/2013,,,,0.2,,0.2,,3,0.2,0.2,-6.5,,,,0,0,16.2,16,,,
+12/05/2013,,,,0,,0,,0,0,0,-6.5,,,,0,0,15.7,15.1,,,
+13/05/2013,,,,0,,0,,0.2,0,0.2,-6.5,,,,0,0,14.75,13.9,,,
+14/05/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,15.6,14.5,,,
+15/05/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,13.8,12.6,,,
+16/05/2013,,,,15.2,,14.2,,8.8,15,15.8,-6.4,,,,0,0,14,14.95,,,
+17/05/2013,,,,10.4,,2.4,,4.4,8,3.4,-6.4,,,,0,0,13.7,12.9,,,
+18/05/2013,,,,0.8,,9.6,,2.6,18.6,39.2,-6.4,,,,0,0,14.8,14.7,,,
+19/05/2013,,,,5.4,,5,,5.6,7.6,5.4,-6.4,,,,0,0,13.2,14.3,,,
+20/05/2013,,,,0,,1.8,,1.8,0.2,0.2,-6.4,,,,0,0,11.55,11.5,,,
+21/05/2013,,,,11.6,,9.2,,11.8,3.8,7.6,-6.4,,,,0,0,11.75,11.5,,,
+22/05/2013,,,,0.4,,0.2,,0.4,0.4,0.4,-6.4,,,,0,0,13.35,12.85,,,
+23/05/2013,,,,0.2,,10,,2.6,7.6,11,-6.4,,,,0,0,13.8,13.95,,,
+24/05/2013,,,,0,,0,,0,0,3.6,-6.4,,,,0,0,11.35,11.35,,,
+25/05/2013,,,,0,,0.2,,0.6,0.6,0.2,-6.4,,,,0,0,8.85,8.15,,,
+26/05/2013,,,,9.4,,12.4,,8.6,10.8,9.2,-6.4,,,,0,0,10.65,11.05,,,
+27/05/2013,,,,0.2,,0,,0,0.2,0,-6.4,,,,0,0,12,11.3,,,
+28/05/2013,,,,9.2,,8,,4.2,10.2,8.8,-6.4,,,,0,0,12.05,12.05,,,
+29/05/2013,,,,0.2,,0,,0.2,0,0.2,-6.4,,,,0,0,12.1,12.75,,,
+30/05/2013,,,,2.4,,2.8,,2.4,2.2,0.8,-6.4,,,,0,0,9.7,9.7,,,
+31/05/2013,,,,6.4,,28.4,,19.6,9,29.6,-6.3,,,,0,0,12.25,11.75,,,
+01/06/2013,,,,0,,0,,0.4,0.4,1.2,-6.3,,,,0,0,14.55,14.1,,,
+02/06/2013,,,,0,,0,,0,0,0,-6.3,,,,0,0,16.05,15.4,,,
+03/06/2013,,,,3.8,,0,,0.2,0.2,0.2,-6.4,,,,0,0,15.45,15.3,,,
+04/06/2013,,,,2,,14,,13.2,20.2,4.2,-6.3,,,,0,0,15.65,16.4,,,
+05/06/2013,,,,0,,0,,0,0,1.2,-6.3,,,,0,0,16.65,16.4,,,
+06/06/2013,,,,41.4,,0,,5.2,0.6,0,-6.3,,,,0,0,16.7,16.4,,,
+07/06/2013,,,,0,,0,,0,3.2,0.2,-6.3,,,,0,0,17.85,17,,,
+08/06/2013,,,,0,,0,,0,0,0,-6.3,,,,0,0,18.75,17.45,,,
+09/06/2013,,,,5.2,,0.6,,0.4,3,1,-6.3,,,,0,0,14.95,14.75,,,
+10/06/2013,,,,4.2,,1.4,,4,1.6,6.4,-6.3,,,,0,0,14.4,14.05,,,
+11/06/2013,,,,0,,0.2,,9.2,0.4,5.4,-6.3,,,,0,0,16,15.45,,,
+12/06/2013,,,,0.2,,0,,0,0,0,-6.3,,,,0,0,19,18,,,
+13/06/2013,,,,0,,0,,0.2,0,0,-6.3,,,,0,0,20.3,18.1,,,
+14/06/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,20.45,18.9,,,
+15/06/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,20.7,19.85,,,
+16/06/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,21.9,20.45,,,
+17/06/2013,,,,0,,0,,0,0,0,-6.3,,,,0,0,23.6,22.05,,,
+18/06/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,25.3,23.95,,,
+19/06/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,24.05,23.45,,,
+20/06/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,22.95,22.2,,,
+21/06/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,20.75,20.6,,,
+22/06/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,19.4,17.95,,,
+23/06/2013,,,,0.2,,0,,0,0,0,-6.4,,,,0,0,20.15,18.65,,,
+24/06/2013,,,,0,,0,,0.2,0.2,0,-6.4,,,,0,0,16.95,17.3,,,
+25/06/2013,,,,0.4,,1.8,,1.2,0.2,0,-6.4,,,,0,0,17.35,17,,,
+26/06/2013,,,,0.8,,2.4,,0,2.2,0.2,-6.4,,,,0,0,17.2,16.75,,,
+27/06/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,17.65,16.9,,,
+28/06/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,15.75,15.9,,,
+29/06/2013,,,,24.4,,11.2,,2,5,7.8,-6.4,,,,0,0,16.4,15.8,,,
+30/06/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,19.1,17.35,,,
+01/07/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,19.75,18.85,,,
+02/07/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,20.3,18.95,,,
+03/07/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,20.1,19.2,,,
+04/07/2013,,,,0,,0.2,,0.6,0.6,0.4,-6.4,,,,0,0,20.35,20.75,,,
+05/07/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,23.15,21.3,,,
+06/07/2013,,,,0,,0,,0,0,0,-6.5,,,,0,0,23.95,21.9,,,
+07/07/2013,,,,0,,0,,0,0,0,-6.5,,,,0,0,23.3,21.4,,,
+08/07/2013,,,,0,,2.4,,3.4,1,0,-6.4,,,,0,0,23.05,21.75,,,
+09/07/2013,,,,0,,0,,2,0,0,-6.4,,,,0,0,23.15,21.9,,,
+10/07/2013,,,,7,,23.4,,0,9,0,-6.4,,,,0,0,22.45,22.05,,,
+11/07/2013,,,,0,,11.4,,2,0.2,0,-6.4,,,,0,0,22.55,22.55,,,
+12/07/2013,,,,0.2,,0.2,,0.2,0.2,0,-6.4,,,,0,0,21.65,21.3,,,
+13/07/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,22.05,21.45,,,
+14/07/2013,,,,1.8,,0,,0,0.8,0,-6.4,,,,0,0,22.6,22.95,,,
+15/07/2013,,,,0.2,,0,,0,0,0,-6.4,,,,0,0,22.9,22,,,
+16/07/2013,,,,0,,0,,0,0,0,-6.5,,,,0,0,24.35,22.85,,,
+17/07/2013,,,,0,,0,,0,0,0,-6.5,,,,0,0,23.7,23.4,,,
+18/07/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,23.1,23.05,,,
+19/07/2013,,,,3,,3.2,,6.4,2.4,2.8,-6.4,,,,0,0,21.75,21.85,,,
+20/07/2013,,,,0.4,,8,,0.6,12.6,15.8,-6.4,,,,0,0,21.15,22.1,,,
+21/07/2013,,,,0,,0,,22,0,0,-6.4,,,,0,0,23.45,22.45,,,
+22/07/2013,,,,4.2,,10.4,,17.2,3,0,-6.4,,,,0,0,23.95,23.45,,,
+23/07/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,24.45,23.5,,,
+24/07/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,23.2,22.65,,,
+25/07/2013,,,,0,,0,,0,0,0,-6.5,,,,0,0,23.5,22.85,,,
+26/07/2013,,,,0,,0,,0,0,0,-6.5,,,,0,0,24.7,24.6,,,
+27/07/2013,,,,0,,0,,0,0,0,-6.5,,,,0,0,25.85,24.75,,,
+28/07/2013,,,,0,,0,,0,0,0,-6.5,,,,0,0,26.1,24.95,,,
+29/07/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,23.55,23.1,,,
+30/07/2013,,,,14.6,,19.8,,14.4,23.4,21.4,-6.4,,,,0,0,23.15,22.65,,,
+31/07/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,23.6,21.9,,,
+01/08/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,24.65,22.85,,,
+02/08/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,25.75,23,,,
+03/08/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,26.2,24.9,,,
+04/08/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,25.7,24.65,,,
+05/08/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,26.4,24.95,,,
+06/08/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,27.15,25.6,,,
+07/08/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,26.5,25.15,,,
+08/08/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,27.35,25.05,,,
+09/08/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,23.8,24.9,,,
+10/08/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,23.7,23.95,,,
+11/08/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,24.2,23.15,,,
+12/08/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,24.75,23.25,,,
+13/08/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,23.45,22.9,,,
+14/08/2013,,,,0,,0,,0,0,0,-6.5,,,,0,0,23.65,23.15,,,
+15/08/2013,,,,27.6,,3.8,,0.6,26,0,-6.4,,,,0,0,21.9,23.05,,,
+16/08/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,23.75,22.3,,,
+17/08/2013,,,,0,,0,,0,0,0,-6.5,,,,0,0,23.6,23,,,
+18/08/2013,,,,0,,0,,0,0,0,-6.5,,,,0,0,23.25,23,,,
+19/08/2013,,,,0,,0,,0,0,0,-6.5,,,,0,0,22.65,22.65,,,
+20/08/2013,,,,28.4,,10.2,,10.2,18.6,5,-6.5,,,,0,0,19.35,20,,,
+21/08/2013,,,,0,,0,,0,0,0.2,-6.4,,,,0,0,20.7,21.25,,,
+22/08/2013,,,,0,,0,,0.2,0,0,-6.4,,,,0,0,22.25,21.65,,,
+23/08/2013,,,,0,,0,,0,0,0,-6.5,,,,0,0,22.3,22.05,,,
+24/08/2013,,,,0,,0,,0,0,0,-6.5,,,,0,0,21.2,21.3,,,
+25/08/2013,,,,0,,3.6,,14.2,0,0.4,-6.4,,,,0,0,21.55,22.75,,,
+26/08/2013,,,,0,,0.2,,0,0,0,-6.4,,,,0,0,21.2,21.9,,,
+27/08/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,21.1,21.75,,,
+28/08/2013,,,,0,,0,,1,0,0,-6.5,,,,0,0,19.2,19.7,,,
+29/08/2013,,,,0.2,,0,,0,0,0,-6.5,,,,0,0,20.6,20.4,,,
+30/08/2013,,,,21.6,,11.2,,2.4,0.6,0,-6.5,,,,0,0,22.1,20.8,,,
+31/08/2013,,,,0,,0,,0,0,0,-6.5,,,,0,0,21.9,19.95,,,
+01/09/2013,,,,0,,0,,0,0,0,-6.5,,,,0,0,21.65,20.1,,,
+02/09/2013,,,,0,,0,,0,0,0,-6.5,,,,0,0,22.6,20.75,,,
+03/09/2013,,,,0,,0,,0,0,0,-6.5,,,,0,0,22.65,21.45,,,
+04/09/2013,,,,0,,0,,0,0,0,-6.5,,,,0,0,23.85,22.55,,,
+05/09/2013,,,,0,,0,,0,0,0,-6.5,,,,0,0,23,22.85,,,
+06/09/2013,,,,0,,0,,0,0,0,-6.5,,,,0,0,23.25,22.65,,,
+07/09/2013,,,,0,,0,,0,0,0,-6.5,,,,0,0,23.2,23.5,,,
+08/09/2013,,,,0,,0,,0,0,0,-6.5,,,,0,0,21.65,21.55,,,
+09/09/2013,,,,7.6,,28.2,,12.6,7.6,8.2,-6.5,,,,0,0,20.35,20.25,,,
+10/09/2013,,,,0,,0,,0,0,0,-6.5,,,,0,0,19.65,20.1,,,
+11/09/2013,,,,1.4,,0.6,,0.4,3.8,6.8,-6.5,,,,0,0,19.25,18.9,,,
+12/09/2013,,,,5.8,,0.2,,0.2,4.6,2.4,-6.5,,,,0,0,16.7,17.1,,,
+13/09/2013,,,,0.2,,0,,0.2,0.4,0,-6.5,,,,0,0,17.65,17.7,,,
+14/09/2013,,,,0,,0.2,,0,0.2,0,-6.5,,,,0,0,17,16.9,,,
+15/09/2013,,,,0.2,,0,,0,0,0,-6.5,,,,0,0,16.95,18.2,,,
+16/09/2013,,,,1.8,,2.2,,2.4,2,1.2,-6.5,,,,0,0,17,17.6,,,
+17/09/2013,,,,0,,0,,0,0.2,0.2,-6.5,,,,0,0,17.1,17.05,,,
+18/09/2013,,,,0,,0,,0.2,0.2,0,-6.5,,,,0,0,16.9,15.8,,,
+19/09/2013,,,,0,,0,,0,0,0,-6.6,,,,0,0,19.2,20.05,,,
+20/09/2013,,,,0,,0,,0,0,0,-6.6,,,,0,0,19.9,19.55,,,
+21/09/2013,,,,0,,0,,0,0,0,-6.6,,,,0,0,19.3,19,,,
+22/09/2013,,,,0,,0,,0.2,0,0,-6.6,,,,0,0,19.6,18,,,
+23/09/2013,,,,0,,0,,0,0,0,-6.6,,,,0,0,19.4,17.6,,,
+24/09/2013,,,,0,,0,,0,0,0,-6.6,,,,0,0,18.55,17.55,,,
+25/09/2013,,,,0.2,,0,,0,0.2,0,-6.6,,,,0,0,17.7,16.45,,,
+26/09/2013,,,,0.2,,0,,0.2,0.4,0,-6.6,,,,0,0,18.05,18.05,,,
+27/09/2013,,,,0,,0,,0,0,0,-6.6,,,,0,0,18.95,19.35,,,
+28/09/2013,,,,0.2,,0.2,,0,0.2,0,-6.6,,,,0,0,18.95,18.8,,,
+29/09/2013,,,,2.2,,0.4,,0,2.2,0.2,-6.6,,,,0,0,16.9,17.75,,,
+30/09/2013,,,,23,,58.2,,26.6,33,72,-6.6,,,,0,0,16.5,17.65,,,
+01/10/2013,,,,2.6,,6.2,,16.6,10.4,5.6,-6.6,,,,0,0,15.7,17.3,,,
+02/10/2013,,,,0,,0,,0,0,0,-6.6,,,,0,0,17.2,17.05,,,
+03/10/2013,,,,0,,0,,0,0,0,-6.6,,,,0,0,15.05,15.15,,,
+04/10/2013,,,,0,,0,,0,0,0,-6.6,,,,0,0,15.95,17.55,,,
+05/10/2013,,,,64.4,,54.6,,40.2,49.6,45.6,-6.6,,,,0,0,14.7,15.55,,,
+06/10/2013,,,,40.4,,40.2,,22.2,41.4,62,-6.5,,,,0,0,17.3,18.2,,,
+07/10/2013,,,,3.8,,0,,0.8,0.2,2.4,-6.5,,,,0,0,15.4,15.85,,,
+08/10/2013,,,,25.2,,2,,3.6,12.2,6.4,-6.6,,,,0,0,15.3,16.2,,,
+09/10/2013,,,,6,,4,,5,16.6,5.4,-6.6,,,,0,0,14.95,15.75,,,
+10/10/2013,,,,0.2,,0.4,,1.6,1.6,0,-6.5,,,,0,0,14.3,16.4,,,
+11/10/2013,,,,1.2,,2.8,,3.2,3,1,-6.5,,,,0,0,14.9,15.7,,,
+12/10/2013,,,,9.4,,8.4,,7.6,10.2,10,-6.6,,,,0,0,12.2,13.45,,,
+13/10/2013,,,,1.4,,0.8,,1.8,0.6,1.4,-6.6,,,,0,0,13.4,14.2,,,
+14/10/2013,,,,0.2,,0,,0.4,0.2,0.2,-6.6,,,,0,0,14.7,15.25,,,
+15/10/2013,,,,0.4,,0.2,,0,0.4,0,-6.6,,,,0,0,15.85,16.25,,,
+16/10/2013,,,,9.2,,9.8,,11.2,13,11.6,-6.5,,,,0,0,16.3,16.8,,,
+17/10/2013,,,,0.2,,0.4,,0.2,0.4,0.2,-6.6,,,,0,0,15.2,16.6,,,
+18/10/2013,,,,0.4,,0.2,,0.4,0.4,0.2,-6.6,,,,0,0,15.75,15.95,,,
+19/10/2013,,,,0.2,,0,,0,0.2,0,-6.6,,,,0,0,16.1,16.65,,,
+20/10/2013,,,,0.2,,0.2,,0.2,0.2,0,-6.6,,,,0,0,15.35,16.45,,,
+21/10/2013,,,,9.4,,14.6,,0,16.2,83.6,-6.5,,,,0,0,14.95,15.95,,,
+22/10/2013,,,,51.4,,60.2,,,43,107.2,-6.5,,,,0,0,16.95,18.2,,,
+23/10/2013,,,,0,,0.2,,,11,0,-6.5,,,,0,0,16.15,16.7,,,
+24/10/2013,,,,18,,24.6,,,26.8,5.4,-6.5,,,,0,0,15.45,17.1,,,
+25/10/2013,,,,0.2,,0.2,,,27.4,0.2,-6.5,,,,0,0,16.25,17.35,,,
+26/10/2013,,,,0.2,,0.2,,,17.6,0.2,-6.5,,,,0,0,17.45,18.4,,,
+27/10/2013,,,,0.4,,0.2,,,5.4,0,-6.5,,,,0,0,16.45,17.85,,,
+28/10/2013,,,,0,,0.2,,,0.4,0,-6.4,,,,0,0,17.85,18.05,,,
+29/10/2013,,,,0,,0,,,0,0,-6.4,,,,0,0,17,17.65,,,
+30/10/2013,,,,0.2,,0,,,0.2,0,-6.4,,,,0,0,16.7,18.1,,,
+31/10/2013,,,,0.2,,0.2,,,0.2,0.2,-6.4,,,,0,0,15.55,15.85,,,
+01/11/2013,,,,0,,0,,0.2,0,0.2,-6.4,,,,0,0,15.05,14.9,,,
+02/11/2013,,,,0.4,,0.2,,0.2,0.4,0.4,-6.4,,,,0,0,15.65,14.8,,,
+03/11/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,16.5,16.4,,,
+04/11/2013,,,,0,,0,,0,0.2,0,-6.4,,,,0,0,14.65,14.15,,,
+05/11/2013,,,,25.8,,30.6,,31.4,41.2,36,-6.4,,,,0,0,12.05,13.4,,,
+06/11/2013,,,,0.2,,0.2,,0.2,0.4,0,-6.4,,,,0,0,14.55,14.5,,,
+07/11/2013,,,,0.4,,0.2,,0.2,0.4,0.2,-6.4,,,,0,0,14.95,15.8,,,
+08/11/2013,,,,0.4,,0.2,,0.2,0.4,0.2,-6.4,,,,0,0,13.65,14.2,,,
+09/11/2013,,,,0,,1.4,,0,3,0.2,-6.4,,,,0,0,14.05,16,,,
+10/11/2013,,,,6.4,,8.4,,28.8,10.4,1.2,-6.4,,,,0,0,10.4,11.65,,,
+11/11/2013,,,,20.4,,13.6,,8,14.2,17.2,-6.4,,,,0,0,8.35,10.85,,,
+12/11/2013,,,,1.2,,0,,0,0.8,1.4,-6.4,,,,0,0,11.05,12.45,,,
+13/11/2013,,,,0,,0,,0,0,0,-6.5,,,,0,0,13.05,13.2,,,
+14/11/2013,,,,0,,0,,0,0,0,-6.4,,,,0,0,13.1,13.15,,,
+15/11/2013,,,,15,,13.8,,9,36,8.8,-6.4,,,,0,0,10.4,12.55,,,
+16/11/2013,,,,0,,0.2,,0,0.2,0.2,-6.4,,,,0,0,11.4,11.15,,,
+17/11/2013,,,,0,,0,,0.2,0,0,-6.4,,,,0,0,10.45,9.9,,,
+18/11/2013,,,,1.4,,1,,0.2,3,1.8,-6.4,,,,0,0,10.6,11.35,,,
+19/11/2013,,,,5.8,,5,,2,6.2,5.6,-6.3,,,,0,0,9.85,10.65,,,
+20/11/2013,,,,8.2,,6.2,,2.2,2.8,7.2,-6.3,,,,0,0,8.75,8.55,,,
+21/11/2013,,,,7.2,,4.2,,11,7.8,6.8,-6.3,,,,0,0,5.1,6.9,,,
+22/11/2013,,,,23,,24,,24,26.4,24.4,-6.3,,,,0,0,4.8,7,,,
+23/11/2013,,,,14,,10.2,,8.6,15.2,6.4,-6.3,,,,0,0,5.85,8.4,,,
+24/11/2013,,,,0.8,,1.8,,0.2,0.4,0,-6.3,,,,0,0,7.9,7.75,,,
+25/11/2013,,,,0,,0,,0.2,0.2,0.2,-6.3,,,,0,0,4.85,4.25,,,
+26/11/2013,,,,3.2,,0.6,,0,2,1.2,-6.3,,,,0,0,1.6,2.75,,,
+27/11/2013,,,,0,,0,,0.2,0,0,-6.3,,,,0,0,1.25,2.8,,,
+28/11/2013,,,,0,,0,,0,0,0,-6.3,,,,0,0,3.25,3.95,,,
+29/11/2013,,,,0,,0,,0,0,0,-6.3,,,,0,0,6,4.1,,,
+30/11/2013,,,,0,,0.2,,0.2,0,0,-6.3,,,,0,0,3.6,3.6,,,
+01/12/2013,,,,0.2,,0,,0,0.2,0.2,-6.3,,,,0,0,5.55,4.9,,,
+02/12/2013,,,,0,,0,,0.2,0,0,-6.3,,,,0,0,7,9.05,,,
+03/12/2013,,,,0,,0,,0,0,0,-6.3,,,,0,0,8.3,6.35,,,
+04/12/2013,,,,0,,0,,0,0,0,-6.3,,,,0,0,9,4.5,,,
+05/12/2013,,,,0,,0,,0,0,0,-6.3,,,,0,0,7.65,2.6,,,
+06/12/2013,,,,0.2,,0,,0.2,0,0.2,-6.3,,,,0,0,8,6.75,,,
+07/12/2013,,,,0,,0.2,,0.2,0.2,0,-6.3,,,,0,0,8.05,2.6,,,
+08/12/2013,,,,0.2,,0.2,,0,0.2,0.2,-6.4,,,,0,0,6.85,4.4,,,
+09/12/2013,,,,0.4,,0.2,,0.2,0.2,0.2,-6.4,,,,0,0,7.85,3.55,,,
+10/12/2013,,,,0.2,,0.2,,0.4,0.4,0.4,-6.3,,,,0,0,8.7,4.2,,,
+11/12/2013,,,,0.2,,0.4,,0,0,0.2,-6.3,,,,0,0,10.35,6.95,,,
+12/12/2013,,,,0.4,,0.2,,0.4,0.2,0.2,-6.3,,,,0,0,8.35,2.2,,,
+13/12/2013,,,,0.4,,0.2,,0.2,0.4,0.2,-6.3,,,,0,0,3.55,4,,,
+14/12/2013,,,,0.4,,0,,0.4,0.2,0,-6.4,,,,0,0,4.9,6.3,,,
+15/12/2013,,,,0,,0,,0,0.2,0,-6.4,,,,0,0,8.6,7.1,,,
+16/12/2013,,,,0.2,,0.2,,0,0,0.2,-6.4,,,,0,0,9.9,5.5,,,
+17/12/2013,,,,0,,0,,0.2,0,0.2,-6.4,,,,0,0,9.95,5.15,,,
+18/12/2013,,,,0,,0,,0.2,0,0,-6.3,,,,0,0,6.75,2.2,,,
+19/12/2013,,,,0,,0.2,,0,0.2,0.2,-6.3,,,,0,0,4.8,3.1,,,
+20/12/2013,,,,1,,0,,0.2,0.2,0.4,-6.3,,,,0,0,6.95,7.6,,,
+21/12/2013,,,,0.6,,1.4,,0,2.4,0.4,-6.4,,,,0,0,9.95,8.1,,,
+22/12/2013,,,,0.2,,0.2,,0.2,0.4,0.2,-6.4,,,,0,0,7.95,6.6,,,
+23/12/2013,,,,0.6,,0.2,,0.4,0.4,0,-6.3,,,,0,0,6.25,8,,,
+24/12/2013,,,,0.6,,0.6,,0.2,0.4,0.4,-6.3,,,,0,0,5,6.6,,,
+25/12/2013,,,,2.2,,1.6,,0.2,2.6,0,-6.3,,,,0,0,9.85,10,,,
+26/12/2013,,,,27.2,,14.4,,19.4,32.8,13.6,-6.2,,,,0,0,7.8,8.1,,,
+27/12/2013,,,,7,,6.6,,6.6,7.2,4,-6.3,,,,0,0,6.05,4.5,,,
+28/12/2013,,,,0.4,,0.2,,0.4,0.2,0.2,-6.3,,,,0,0,7.7,5.55,,,
+29/12/2013,,,,7,,1.6,,7.8,3,0,-6.3,,,,0,0,7.6,7.75,,,
+30/12/2013,,,,5,,11,,1.6,14.4,17.4,-6.3,,,,0,0,5.9,5.7,,,
+31/12/2013,,,,0,,0,,0.2,8.8,0,-6.3,,,,0,0,5.4,6.3,,,
+01/01/2014,,,,0,,0,,0,0,0,-6.3,,,,0,0,5.65,4.9,,,
+02/01/2014,,,,0.2,,0.2,,0.2,0,0.2,-6.3,,,,0,0,5.95,4.1,,,
+03/01/2014,,,,0.6,,0.8,,0,1.6,1,-6.3,,,,0,0,10.4,10.7,,,
+04/01/2014,,,,0.6,,0.4,,0.2,1.4,0,-6.3,,,,0,0,10.85,11.25,,,
+05/01/2014,,,,9,,4.2,,7.2,11.8,7.4,-6.2,,,,0,0,8.55,9.95,,,
+06/01/2014,,,,1.6,,1.2,,1,1.8,2.6,-6.3,,,,0,0,8.3,7,,,
+07/01/2014,,,,0.2,,0.2,,0,0,0.2,-6.3,,,,0,0,8.7,7.45,,,
+08/01/2014,,,,0.2,,0,,0.2,0.2,0.2,-6.3,,,,0,0,7.65,6.85,,,
+09/01/2014,,,,0.2,,0.2,,0,0.2,0,-6.3,,,,0,0,8,7.2,,,
+10/01/2014,,,,0.2,,0.2,,0,0,0,-6.3,,,,0,0,8.65,8.85,,,
+11/01/2014,,,,0.2,,0.2,,0.2,0.2,0.2,-6.3,,,,0,0,8.9,7.8,,,
+12/01/2014,,,,0,,0,,0,0.2,0.2,-6.3,,,,0,0,10,7.15,,,
+13/01/2014,,,,0.4,,0.2,,0.2,0.4,0.4,-6.3,,,,0,0,6.75,5.1,,,
+14/01/2014,,,,17.2,,7.4,,2.8,9,4.2,-6.3,,,,0,0,7.4,6.95,,,
+15/01/2014,,,,3.6,,3,,10.2,6.4,6.6,-6.3,,,,0,0,7.9,6.75,,,
+16/01/2014,,,,0.2,,0.2,,0.2,0.2,0.2,-6.3,,,,0,0,5.9,4.85,,,
+17/01/2014,,,,0,,0,,0,0,0,-6.3,,,,0,0,9.45,11.25,,,
+18/01/2014,,,,36.6,,8.4,,6.6,18.2,2.8,-6.3,,,,0,0,10.35,11.95,,,
+19/01/2014,,,,5,,1,,1.8,3.4,0,-6.2,,,,0,0,11.05,10.8,,,
+20/01/2014,,,,10.6,,6.2,,14,8.4,6.2,-6.2,,,,0,0,7.95,8.15,,,
+21/01/2014,0,,,2.6,,1.4,,0.6,73.4,0.8,-6.2,,,,0,0,7.05,7.6,,,
+22/01/2014,0.2,,,4,,5.4,,3.2,428.6,5.8,-6.3,,,,0,0,5.75,6.3,,,
+23/01/2014,0,,,14,,7.4,,3.2,620.8,3.8,-6.2,,,,0,0,4.2,5.5,,,
+24/01/2014,3,,,7.6,,7.2,,5,611,5.4,-6.2,,,,0,0,5.55,6.25,,,
+25/01/2014,,,,0,,0,,0,148.6,0,-6.2,,,,0,0,5.75,4.75,,,
+26/01/2014,,,,0,,0,,0,0.4,0,-6.2,,,,0,0,5.35,4.75,,,
+27/01/2014,1,,,0,,1.2,,1.2,0.6,0.6,-6.2,,,,0,0,3.05,2.35,,,
+28/01/2014,9.6,,,5.4,,8,,10.4,5.6,5.6,-6.2,,,,0,0,3,3.4,,,
+29/01/2014,0,,,0,,0,,0.2,0,0.2,-6.2,,,,0,0,1.95,2.2,,,
+30/01/2014,,,,22.8,,15.2,,15.8,56,18.8,-6.2,,,,0,0,6.8,8.95,,,
+31/01/2014,,,,43.8,,46.6,,50.8,70.8,41,-6.1,,,,0,0,7.35,8.95,,,
+01/02/2014,0,,,14,,12.2,,10,39.4,16.6,-6.1,,,,0,0,8.45,10.2,,,
+02/02/2014,0.2,,,2.8,,0.2,,0,40.4,0.8,-6.1,,,,0,0,6.6,7.8,,,
+03/02/2014,1.6,,,4.4,,5.2,,5.2,7.6,6.2,-6.0,,,,0,0,8.3,10.05,,,
+04/02/2014,0,,,0.4,,1.2,,2,4.2,1.8,-6.0,,,,0,0,7.5,8.7,,,
+05/02/2014,0.8,,,4.4,,2.8,,3.6,42.8,1.4,-6.0,,,,0,0,6.45,7.75,,,
+06/02/2014,12.2,,,16.4,,12.4,,12.6,18.2,19,-6.0,,,,0,0,7.6,8,,,
+07/02/2014,0,,,0,,0,,0.2,1,0.2,-6.0,,,,0,0,7.4,7.85,,,
+08/02/2014,0.2,,,10.4,,3.8,,10.2,2.4,8.8,-6.0,,,,0,0,8.4,8.6,,,
+09/02/2014,16.8,,,17.8,,19,,5.2,3.8,6.4,-5.9,,,,0,0,7.95,8.95,,,
+10/02/2014,0,,,7,,7.4,,4.2,0,7.2,-5.9,,,,0,0,6.8,7.75,,,
+11/02/2014,0,,,38.6,,21.8,,15.6,0,23.8,-5.8,,,,0,0,7.65,9.3,,,
+12/02/2014,0.6,,,4.4,,1.6,,2.6,0,0.6,-5.8,,,,0,0,8,7.9,,,
+13/02/2014,0.2,,,0.2,,0.2,,0.2,146.6,0.2,-5.8,,,,0,0,6.7,6.55,,,
+14/02/2014,0,,,0,,0,,0,491.2,0,-5.8,,,,0,0,10.95,10.55,,,
+15/02/2014,0,,,0,,0,,0,401.8,0,-5.7,,,,0,0,10.4,10.7,,,
+16/02/2014,0,,,0,,0,,0,80.6,0,-5.7,,,,0,0,11.75,13.6,,,
+17/02/2014,0,,,0,,0,,0,105.6,0,-5.7,,,,0,0,11,11.65,,,
+18/02/2014,0,,,0,,0,,0,3.4,0,-5.7,,,,0,0,11.35,10.5,,,
+19/02/2014,0,,,0,,0,,0,0,0,-5.7,,,,0,0,11.8,12.4,,,
+20/02/2014,5.6,,,41.4,,38.8,,37.6,1.6,6,-5.6,,,,0,0,9.45,10.7,,,
+21/02/2014,0,,,1.8,,5.2,,2.4,0,8.8,-5.6,,,,0,0,8.3,9.7,,,
+22/02/2014,3.2,,,3.2,,4.2,,2.4,1.4,4.2,-5.6,,,,0,0,8.6,8.65,,,
+23/02/2014,1.8,,,0.2,,1,,1,0,1,-5.6,,,,0,0,7.2,7.2,,,
+24/02/2014,0,,,0,,0,,0,0.2,0,-5.6,,,,0,0,7.75,6.8,,,
+25/02/2014,0,,,0,,0,,0.2,0,0.2,-5.5,,,,0,0,7.2,6.6,,,
+26/02/2014,0,,,0,,0,,0,0,0,-5.5,,,,0,0,16.85,6.9,,,
+27/02/2014,,,,10,,14.4,,5.4,,9,-5.5,,,,0,0,18.65,8.6,,,
+28/02/2014,,,,8.6,,4.4,,5.6,,2.8,-5.5,,,,0,0,19.4,8.55,,,
+01/03/2014,0,,,20.4,,17.2,,22.8,,7.8,-5.4,,,,0,0,20.15,6.65,,,
+02/03/2014,0,,,5.8,,2.2,,4.2,,1.2,-5.4,,,,0,0,20.5,7.85,,,
+03/03/2014,0.2,,,0,,0,,0.2,,0.2,-5.4,,,,0,0,21.05,6.6,,,
+04/03/2014,,,,7,,13.2,,16.6,,11.8,-5.3,,,,0,0,20.5,8.1,,,
+05/03/2014,,,,3,,5.6,,4.6,,5.2,-5.3,,,,0,0,19.85,7.75,,,
+06/03/2014,,,,0,,0,,0,,0,-5.4,,,,0,0,18.35,8.2,,,
+07/03/2014,0,,,0,,0,,0,,0,-5.3,,,,0,0,13.05,9.25,,,
+08/03/2014,0,,,0,,0,,0,,0,-5.3,,,,0,0,15.85,9.15,,,
+09/03/2014,0,,,0,,0,,0,,0,-5.3,,,,0,0,18.05,8.9,,,
+10/03/2014,0,,,0,,0,,0,,0,-5.3,,,,0,0,17.35,7.4,,,
+11/03/2014,0,,,0,,0,,0,,0,-5.3,,,,0,0,19.2,8.5,,,
+12/03/2014,0,,,0,,0,,0,,0,-5.3,,,,0,0,18.4,7.75,,,
+13/03/2014,0,,,0,,0,,0,,0,-5.3,,,,0,0,18.95,9.85,,,
+14/03/2014,0,,,0,,0,,0,,0,-5.2,,,,0,0,20.85,10.2,,,
+15/03/2014,0,,,0,,0,,0,,0,-5.2,,,,0,0,22.65,9.75,,,
+16/03/2014,0,,,0,,0,,0,,0,-5.2,,,,0,0,21.2,11.9,,,
+17/03/2014,0,,,0,,0,,0,,0,-5.2,,,,0,0,19.5,13,,,
+18/03/2014,0,,,0,,0,,0.2,,0.2,-5.2,,,,0,0,15.7,11.25,,,
+19/03/2014,0,,,0.2,,0,,0,,0,-5.2,,,,0,0,11.85,11.65,,,
+20/03/2014,0,,,0.2,,0.2,,0.2,,0.2,-5.2,,,,0,0,16.5,12.75,,,
+21/03/2014,0,,,0,,0,,0.2,,0.2,-5.2,,,,0,0,16.4,12.45,,,
+22/03/2014,0,,,0,,0,,0,,0,-5.1,,,,0,0,17,14.3,,,
+23/03/2014,11,,,14.6,,3.2,,6.2,,2,-5.1,,,,0,0,17.8,10.65,,,
+24/03/2014,8.8,,,13.2,,7.8,,9.6,,10.8,-5.1,,,,0,0,17.2,7.4,,,
+25/03/2014,3.8,,,6.4,,0.6,,1,,0,-5.1,,,,0,0,17.25,6.2,,,
+26/03/2014,0.8,,,3,,2,,1.8,,2.8,-5.1,,,,0,0,17.15,9.55,,,
+27/03/2014,0.6,,,2.8,,1,,0.2,,2.6,-5.1,,,,0,0,17.2,10.2,,,
+28/03/2014,6.2,,,9.8,,4,,0.6,,4.4,-5.1,,,,0,0,17.1,11.05,,,
+29/03/2014,0,,,0,,0,,0,,0,-5.1,,,,0,0,16.55,10.9,,,
+30/03/2014,0,,,0,,0,,0,,0,-5.1,,,,0,0,15.7,12.45,,,
+31/03/2014,0,,,0,,0,,0,,0,-5.1,,,,0,0,14.7,11.8,,,
+01/04/2014,0,,,0,,0,,0.2,,0,-5.1,,,,0,0,16.15,10.15,,,
+02/04/2014,0,,,0.2,,0,,0,,0,-5.1,,,,0,0,19.45,10.6,,,
+03/04/2014,0,,,0,,0,,0,,0.2,-5.0,,,,0,0,17.65,12.05,,,
+04/04/2014,0,,,12.8,,10.2,,10.4,,10.4,-5.0,,,,0,0,19.95,10.9,,,
+05/04/2014,0,,,19,,17.4,,14.8,,12.2,-5.0,,,,0,0,19.35,12.85,,,
+06/04/2014,0,,,2.8,,0,,0,,0,-5.0,,,,0,0,20.05,13.2,,,
+07/04/2014,,,,0,,0,,0,,0.2,-5.0,,,,0,0,18.75,14.8,,,
+08/04/2014,,,,0,,0,,0,,0,-5.0,,,,0,0,17.95,14.2,,,
+09/04/2014,,,,0.2,,0.4,,0.2,,0.2,-5.0,,,,0,0,19.95,13.65,,,
+10/04/2014,,,,0,,0,,0,,0,-5.0,,,,0,0,18.55,12.4,,,
+11/04/2014,0,,,0,,0,,0.2,,0.2,-5.0,,,,0,0,20.05,13.85,,,
+12/04/2014,0,,,0.2,,0,,0,,0,-5.0,,,,0,0,20.1,12.65,,,
+13/04/2014,0,,,0,,0,,0,,1.4,-5.0,,,,0,0,18.15,13.5,,,
+14/04/2014,0,,,6.8,,0.4,,1,,4.8,-5.0,,,,0,0,15.6,12.9,,,
+15/04/2014,0,,,0,,0,,0,,0,-5.0,,,,0,0,18.45,10.55,,,
+16/04/2014,0,,,1.2,,1.8,,2.6,,0.8,-5.0,,,,0,0,11.45,8.9,,,
+17/04/2014,0,,,0,,0,,0,,0,-5.0,,,,0,0,11.45,9.3,,,
+18/04/2014,0,,,0,,0,,0,,0,-4.9,,,,0,0,13.45,9.9,,,
+19/04/2014,0,,,19.8,,14.6,,14.4,,9.6,-4.9,,,,0,0,11.8,11.65,,,
+20/04/2014,0,,,11.2,,18.4,,12.8,,3.6,-4.9,,,,0,0,11.3,11.55,,,
+21/04/2014,0,,,0.4,,0,,0,,0.4,-4.9,,,,0,0,9.2,13.55,,,
+22/04/2014,,,,0.2,,0,,16.4,,0,-4.9,,,,0,0,11,13.9,,,
+23/04/2014,0,,,0,,0,,0.2,,0,-4.9,,,,0,0,10.2,15.65,,,
+24/04/2014,0,,,0,,0,,0,,0.6,-4.9,,,,0,0,11.45,14.5,,,
+25/04/2014,0,,,0.2,,0.2,,0.2,,5.6,-4.9,,,,0,0,10.75,15.75,,,
+26/04/2014,0,,,4,,0,,2.4,,0,-4.9,,,,0,0,11.85,15.7,,,
+27/04/2014,0.2,,,2.4,,0,,0,,7.2,-4.9,,,,0,0,12.35,12.2,,,
+28/04/2014,9.8,,,13.2,,6.2,,16.4,,15.8,-4.9,,,,0,0,11.9,11.3,,,
+29/04/2014,2.2,,,3,,0.6,,1.6,,0.8,-4.9,,,,0,0,14.75,11.65,,,
+30/04/2014,0,,,0,,0,,0.8,,0,-4.9,,,,0,0,15.25,12.5,,,
+01/05/2014,0,,,0.6,,2.4,,3.2,,4.2,-4.9,,,,0,0,12.7,12.55,,,
+02/05/2014,0,,,0,,0,,0,,0,-4.9,,,,0,0,13.2,12.65,,,
+03/05/2014,26.4,,,34.8,,26.8,,35.8,,32,-4.8,,,,0,0,13.9,12.35,,,
+04/05/2014,5.6,,,4.8,,4.6,,5.4,,2.2,-4.9,,,,0,0,13.9,12,,,
+05/05/2014,0,,,0,,0,,0,,0,-4.9,,,,0,0,13.6,12.55,,,
+06/05/2014,,,,0,,0,,0,,0,-4.9,,,,0,0,13.15,13.75,,,
+07/05/2014,,,,0,,0,,0,,0,-4.9,,,,0,0,12.4,13.45,,,
+08/05/2014,,,,0.2,,0,,0.2,,0,-4.9,,,,0,0,12.55,16.3,,,
+09/05/2014,,,,0,,0,,0,,0.2,-4.9,,,,0,0,13.3,16.3,,,
+10/05/2014,,,,0,,0,,0,,0,-4.9,,,,0,0,11.9,16.6,,,
+11/05/2014,,,,0.2,,0,,0,,0,-4.9,,,,0,0,11.3,17.4,,,
+12/05/2014,0,,,0,,0,,0,,0,-4.9,,,,0,0,8.85,14.8,,,
+13/05/2014,0,,,0,,0,,0,,0,-4.9,,,,0,0,11.6,13.05,,,
+14/05/2014,,,,0.8,,0,,0,,0.4,-4.9,,,,0,0,10.95,14.35,,,
+15/05/2014,,,,0,,0,,0,,0,-5.0,,,,0,0,9.6,12.5,,,
+16/05/2014,,,,0,,0,,0,,0,-4.9,,,,0,0,9.3,13.85,,,
+17/05/2014,,,,0,,0,,0,,0,-4.9,,,,0,0,12.6,15.1,,,
+18/05/2014,,,,5.8,,0,,0,,0.2,-5.0,,,,0,0,13.15,13.8,,,
+19/05/2014,,,,0,,0,,0,,0,-4.9,,,,0,0,11.55,14.3,,,
+20/05/2014,,,,0,,0,,0,,0,-4.9,,,,0,0,13.05,18.1,,,
+21/05/2014,,,,0.2,,0,,0,,0,-4.9,,,,0,0,12.85,17.9,,,
+22/05/2014,,,,0,,0,,0,,0,-4.9,,,,0,0,12.85,17.95,,,
+23/05/2014,,,,0.2,,0,,0.8,,0.2,-4.9,,,,0,0,12.45,16.75,,,
+24/05/2014,,,,1.6,,1.8,,0.6,,0.8,-4.9,,,,0,0,13.3,17.3,,,
+25/05/2014,,,,0,,0,,0,,0,-4.9,,,,0,0,14.45,17.6,,,
+26/05/2014,,,,2,,2.8,,9.6,,0.2,-4.9,,,,0,0,13,18.45,,,
+27/05/2014,,,,1.4,,2.8,,0.4,,0,-4.9,,,,0,0,10.05,15,,,
+28/05/2014,,,,1.2,,0.2,,0,,0.2,-4.9,,,,0,0,9.55,15.75,,,
+29/05/2014,,,,0.2,,0,,0.2,,0,-4.9,,,,0,0,10.05,14.65,,,
+30/05/2014,,,,0,,0.2,,0,,0,-4.9,,,,0,0,9.85,15.6,,,
+31/05/2014,,,,6.6,,10.6,,6.8,,3.2,-4.9,,,,0,0,9.55,14.15,,,
+01/06/2014,,,,0.8,,1,,2.4,,0,-4.9,,,,0,0,6.7,14.65,,,
+02/06/2014,,,,0,,0,,0,,0,-4.9,,,,0,0,6.65,16.15,,,
+03/06/2014,,,,0,,0,,0,,0,-4.9,,,,0,0,6.3,17.6,,,
+04/06/2014,,,,0,,0.8,,2.6,,0.6,-4.9,,,,0,0,5.25,16.35,,,
+05/06/2014,,,,0,,0,,0,,0,-4.9,,,,0,0,5.9,18.65,,,
+06/06/2014,,,,0.2,,0,,0,,0,-4.9,,,,0,0,6.55,19.45,,,
+07/06/2014,,,,0,,0,,0,,0,-4.9,,,,0,0,8.9,21.25,,,
+08/06/2014,,,,0,,0,,0,,0,-5.0,,,,0,0,10.65,22.55,,,
+09/06/2014,,,,0,,0,,0,,0,-4.9,,,,0,0,9.9,22.7,,,
+10/06/2014,,,,0,,0,,0,,0,-4.9,,,,0,0,8.1,23.3,,,
+11/06/2014,,,,0,,0,,0,,0,-5.0,,,,0,0,8.85,23.6,,,
+12/06/2014,,,,0.6,,0.4,,0,,7.2,-5.0,,,,0,0,9.05,24.35,,,
+13/06/2014,,,,0,,0,,0,,0,-5.0,,,,0,0,9.9,23.6,,,
+14/06/2014,,,,7,,0,,0.2,,0,-4.9,,,,0,0,10.2,22.1,,,
+15/06/2014,,,,28.2,,30.2,,7,,17.2,-4.9,,,,0,0,8.15,17.85,,,
+16/06/2014,,,,0.4,,0.6,,0,,1.8,-4.9,,,,0,0,8.3,16.75,,,
+17/06/2014,,,,15,,13,,10,,0.6,-4.9,,,,0,0,10.15,16.7,,,
+18/06/2014,,,,0,0,0,,0,,0,-4.9,,,,0,0,9.95,17.05,,,
+19/06/2014,,,,1.2,7.2,7,,0,,0,-4.9,,,,0,0,8.4,17.4,,,
+20/06/2014,,,,0,0.4,0,,0,,0.4,-4.9,,,,0,0,5,18.4,,,
+21/06/2014,,,,0.2,0,0,,0.2,,0,-4.9,,,,0,0,2.75,19.15,,,
+22/06/2014,,,,0,0,0,,0,,0,-5.0,,,,0,0,1.9,19.85,,,
+23/06/2014,,,,0,0,0,,0,,0,-5.0,,,,0,0,0.7,20.55,,,
+24/06/2014,,,,0,0,0,,0,,0,-5.0,,,,0,0,-1.2,19.75,,,
+25/06/2014,,,,0,0,0,,0.2,,0,-4.9,,,,0,0,-2.35,21.2,,,
+26/06/2014,,,,1.2,0.2,0,,0,,0,-5.0,,,,0,0,0,19.1,,,
+27/06/2014,,,,7.8,7.6,26.6,,3.2,,0,-5.0,,,,0,0,0,19.35,,,
+28/06/2014,,,,0,1.6,0,,0,,0,-5.0,,,,0,0,0,19.95,,,
+29/06/2014,,,,0,0,0,,0,,0,-5.0,,,,0,0,0,19.75,,,
+30/06/2014,,,,6.6,32,17,,9.4,,23.6,-5.0,,,,0,0,0,19.85,,,
+01/07/2014,,,,0.8,0.2,0,,0,,0,-5.0,,,,0,0,0,19.5,,,
+02/07/2014,,,,0,0,0,,0,,0,-5.0,,,,0,0,0,20.55,,,
+03/07/2014,,,,0.2,0.2,0,,0.2,,0,-5.0,,,,0,0,0,21.45,,,
+04/07/2014,,,,0,0,0,,0,,0,-5.0,,,,0,0,0,23.4,,,
+05/07/2014,,,,0,0,0,,0,,0,-5.0,,,,0,0,0,21.8,,,
+06/07/2014,,,,0,0,0,,0,,0,-5.0,,,,0,0,0,21.6,,,
+07/07/2014,,,,0,0,0,,0,,0,-5.0,,,,0,0,0,21.05,,,
+08/07/2014,,,,3.2,4.8,1.8,,2.8,,2.6,-4.9,,,,0,0,0,20.8,,,
+09/07/2014,0,,,0,0,0,,0.2,,0,-4.9,,,,0,0,0,19.55,,,
+10/07/2014,16,,,16,17,13.2,,9,,11.4,-4.9,,,,0,0,0,16.8,,,
+11/07/2014,8.4,,,2.8,3,3.6,,4.6,,2.8,-5.0,,,,0,0,0,18.1,,,
+12/07/2014,0,,,0,0,0,,0,,0,-5.0,,,,0,0,0,18.35,,,
+13/07/2014,0.2,,,0,1.2,0,,0.2,,0.4,-5.0,,,,0,0,0,19.7,,,
+14/07/2014,12.4,,,0,8.4,13.4,,0,,4.4,-4.9,,,,0,0,0,19.6,,,
+15/07/2014,25.4,,,10.2,0.4,9.8,,5,,31.8,-4.9,,,,0,0,0,20.9,,,
+16/07/2014,0,,,0,0,0,,0,,0,-4.9,,,,0,0,0,21.45,,,
+17/07/2014,3.8,,,0,0.4,1.4,,0,,0,-5.0,,,,0,0,0,22.2,,,
+18/07/2014,0.2,,,0,0,3,,0,,0.2,-5.0,,,,0,0,0,23.3,,,
+19/07/2014,0,,,0,0,0,,0,,0,-5.0,,,,0,0,0,24.1,,,
+20/07/2014,0,,,0,0,0,,0,,0,-5.0,,,,0,0,0,23.45,,,
+21/07/2014,6.6,,,14.2,0,0,,3.4,,0,-4.9,,,,0,0,0,19.75,,,
+22/07/2014,26.4,,,20.4,26.4,22.6,,18.6,,7.2,-4.9,,,,0,0,0,20.55,,,
+23/07/2014,0,,,0.2,4.8,5.4,,0,,6.4,-4.9,,,,0,0,0,22.35,,,
+24/07/2014,0,,,0,0,0,,0,,0,-5.0,,,,0,0,0,20.05,,,
+25/07/2014,2.4,,,3.2,26.6,0.6,,3.4,,7.4,-5.0,,,,0,0,0,22.05,,,
+26/07/2014,0,,,0,0,0,,0,,0,-5.0,,,,0,0,0,22.15,,,
+27/07/2014,11.6,,,8,1.6,1,,0.6,,1.2,-5.0,,,,0,0,0,22.25,,,
+28/07/2014,0.6,,,0,0.2,1.2,,0,,0.8,-5.0,,,,0,0,0,21.45,,,
+29/07/2014,3,,,0.4,0.6,13.8,,1,,0.8,-5.0,,,,0,0,0,20.5,,,
+30/07/2014,23.2,,,21.4,28,13.8,,29.2,,48.4,-5.0,,,,0,0,0,17.3,,,
+31/07/2014,11.4,,,16.2,15.8,12.4,,5.6,,4.2,-5.0,,,,0,0,0,21.4,,,
+01/08/2014,0.2,,,0,0,0,,47.4,,0,-5.0,,,,0,0,0,21.85,,,
+02/08/2014,0,,,0,0,0.2,,794.2,,0,-5.0,,,,0,0,0,22.25,,,
+03/08/2014,0,,,0,0,0,,72.6,,0,-5.0,,,,0,0,0,21.8,,,
+04/08/2014,0,,,0.2,0.2,0,,112,,0,-5.0,,,,0,0,0,21.55,,,
+05/08/2014,0,,,0.2,0,0,,13.6,,0,-5.0,,,,0,0,0,21.4,,,
+06/08/2014,0,,,0,0.2,0,,0,,0,-5.0,,,,0,0,0,21.25,,,
+07/08/2014,0,,,0,0,0,,5.8,,0,-5.0,,,,0,0,0,21.85,,,
+08/08/2014,0,,,0,0,0,,0,,0,-5.0,,,,0,0,0,22.9,,,
+09/08/2014,0,,,0,0,0,,492.4,,0,-5.0,,,,0,0,0,21.9,,,
+10/08/2014,0,,,0,0,0,,0,,0,-5.0,,,,0,0,0,23.2,,,
+11/08/2014,0,,,0.2,0,0,,41,,0,-5.0,,,,0,0,0,22.4,,,
+12/08/2014,0,,,0,0,0,,26.6,,0,-5.0,,,,0,0,0,24.35,,,
+13/08/2014,0,,,0,0,0,,0,,0,-5.0,,,,0,0,0,24.2,,,
+14/08/2014,1.4,,,4.2,12.6,5,,7.6,,21,-5.1,,,,0,0,0,20.5,,,
+15/08/2014,0,,,0,0,0,,0,,0,-5.1,,,,0,0,0,19.05,,,
+16/08/2014,0,,,0,0,0,,0.2,,0,-5.1,,,,0,0,0,17.95,,,
+17/08/2014,0.8,,,1,1,3.6,,0,,0.2,-5.1,,,,0,0,0,18.4,,,
+18/08/2014,0,,,0.2,0,0,,0,,0,-5.1,,,,0,0,0,18.25,,,
+19/08/2014,0,,,0,0,0,,0,,0,-5.1,,,,0,0,0,20.2,,,
+20/08/2014,0,,,0,0,0,,0,,0,-5.1,,,,0,0,0,22.8,,,
+21/08/2014,0,,,0,0.4,0,,0,,0,-5.1,,,,0,0,0,21.7,,,
+22/08/2014,0,,,0,0,0,,0,,0,-5.1,,,,0,0,0,19.5,,,
+23/08/2014,0,,,0,0,0,,0,,0,-5.1,,,,0,0,0,19.65,,,
+24/08/2014,9.2,,,12.8,26,40.6,,2.6,,14.2,-5.1,,,,0,0,0,19.65,,,
+25/08/2014,0,,,0.2,0,0,,0.2,,0,-5.1,,,,0,0,0,19.4,,,
+26/08/2014,0,,,0.2,0,0,,0,,0,-5.1,,,,0,0,0,20.45,,,
+27/08/2014,0,,,0,0,0,,0,,0,-5.2,,,,0,0,0,22.6,,,
+28/08/2014,0.2,,,0.2,0.2,0.2,,52.8,,0,-5.2,,,,0,0,0,22.1,,,
+29/08/2014,0,,,0,0,0,,0,,0,-5.2,,,,0,0,0,22.3,,,
+30/08/2014,0,,,0,0,0,,0,,0,-5.2,,,,0,0,0,22.55,,,
+31/08/2014,0,,,0,0,0,,0,,0,-5.2,,,,0,0,0,22.55,,,
+01/09/2014,11.8,,,12.6,20,12.4,,12,,13.8,-5.2,,,,0,0,0,17.6,,,
+02/09/2014,0,,,0,0,0,,0,,0.2,-5.2,,,,0,0,0,19.15,,,
+03/09/2014,0,,,0,0,0,,0,,0,-5.2,,,,0,0,0,17,,,
+04/09/2014,0,,,0,0.4,0,,0,,0,-5.2,,,,0,0,0,19,,,
+05/09/2014,0,,,0,0,0,,0,,0,-5.2,,,,0,0,0,20.55,,,
+06/09/2014,0,,,0,2.2,0,,0,,0.4,-5.3,,,,0,0,0,21.7,,,
+07/09/2014,0,,,0,0,0,,0,,0,-5.3,,,,0,0,0,21.35,,,
+08/09/2014,0,,,0.2,0.2,0,,0.2,,0,-5.2,,,,0,0,0,21.85,,,
+09/09/2014,0,,,0.2,0.2,0,,0,,0,-5.2,,,,0,0,0,21.8,,,
+10/09/2014,0,,,0,0,0,,0,,0,-5.2,,,,0,0,0,20.85,,,
+11/09/2014,51.2,,,57.2,34,71.4,,30.2,,46.8,-5.2,,,,0,0,0,19.95,,,
+12/09/2014,8.4,,,23.6,7.6,10.8,,11.6,,9.8,-5.2,,,,0,0,0,14.5,,,
+13/09/2014,10,,,28.6,25.4,16.8,,7.6,,27.2,-5.2,,,,0,0,0,17.1,,,
+14/09/2014,0.2,,,0.2,0.2,0,,0.2,,0,-5.2,,,,0,0,0,18.65,,,
+15/09/2014,0.2,,,0.2,0,0.2,,0,,0.2,-5.2,,,,0,0,0,18.1,,,
+16/09/2014,0.2,,,0,0,0,,60.2,,0,-5.2,,,,0,0,0,20.45,,,
+17/09/2014,0.8,,,0.2,0.2,0,,0.2,,0.8,-5.2,,,,0,0,0,18.8,,,
+18/09/2014,0,,,0,0,0,,0,,0,-5.3,,,,0,0,0,20.1,,,
+19/09/2014,0,,,0,0,0,,0,,0,-5.3,,,,0,0,0,21.8,,,
+20/09/2014,1.6,,,1.2,13.2,0.6,,0.2,,0.8,-5.3,,,,0,0,0,23.25,,,
+21/09/2014,0.2,,,0.2,0.2,0.2,,0.2,,0.2,-5.3,,,,0,0,0,21.3,,,
+22/09/2014,0,,,0.2,0.2,0.2,,0,,0,-5.3,,,,0,0,0,20.2,,,
+23/09/2014,0.2,,,0.2,0,0,,0.2,,0,-5.3,,,,0,0,0,15.95,,,
+24/09/2014,0,,,0,0,0,,0,,0,-5.3,,,,0,0,0,12.15,,,
+25/09/2014,0.6,,,0.4,2.8,0.4,,0,,2.4,-5.3,,,,0,0,0,17.5,,,
+26/09/2014,0,,,0.2,0.2,0.4,,0,,0,-5.3,,,,0,0,0,16.2,,,
+27/09/2014,0,,,0,0,0,,0,,0.2,-5.3,,,,0,0,0,17.6,,,
+28/09/2014,0,,,0,0,0,,0,,0,-5.3,,,,0,0,0,17.45,,,
+29/09/2014,0,,,0.2,0,0,,0,,0,-5.3,,,,0,0,0,17.05,,,
+30/09/2014,0,,,0.2,0,0.2,,0,,0,-5.3,,,,0,0,0,18.1,,,
+01/10/2014,0,,,0,0.8,0,,0,,0.2,-5.3,,,,0,0,0,17.75,,,
+02/10/2014,7.4,,,9.4,8.2,8.6,,0.8,,8.4,-5.3,,,,0,0,0,17.9,,,
+03/10/2014,0,,,0,0,0,,0,,0,-5.3,,,,0,0,0,16.6,,,
+04/10/2014,0,,,0,0,0,,0,,0,-5.3,,,,0,0,0,16.05,,,
+05/10/2014,0,,,0,0,0,,0,,0,-5.3,,,,0,0,0,15.65,,,
+06/10/2014,0,,,0,0,0,,0,,0,-5.3,,,,0,0,0,15.6,,,
+07/10/2014,0.2,,,0.8,0.2,2.4,,0,,0,-5.3,,,,0,0,0,15.55,,,
+08/10/2014,0,,,0,0,0,,0,,0,-5.4,,,,0,0,0,19.35,,,
+09/10/2014,0,,,0,0,0,,0,,0,-5.4,,,,0,0,0,18.1,,,
+10/10/2014,0,,,0,0,0,,0,,0,-5.4,,,,0,0,0,21.05,,,
+11/10/2014,0,,,0,0,0,,0,,0,-5.4,,,,0,0,0,20.3,,,
+12/10/2014,4.8,,,30.2,0.4,4.4,,1.2,,0.2,-5.4,,,,0,0,0,21,,,
+13/10/2014,0,,,0,0,0,,0,,0,-5.4,,,,0,0,0,20.7,,,
+14/10/2014,16,,,1.2,1.8,11,,0.6,,42.8,-5.4,,,,0,0,0,18.5,,,
+15/10/2014,14,,,3.8,11.6,11.4,,1,,37.6,-5.4,,,,0,0,0,20.3,,,
+16/10/2014,0.2,,,1.6,0.2,3.2,,0.2,,2.8,-5.4,,,,0,0,0,19.45,,,
+17/10/2014,2.4,,,0,0.2,0.6,,0.2,,0.2,-5.4,,,,0,0,0,19.35,,,
+18/10/2014,0,,,0.2,0,0.2,,0.2,,2.8,-5.4,,,,0,0,0,20.65,,,
+19/10/2014,0.2,,,0.4,0.4,0.2,,0.2,,0.2,-5.4,,,,0,0,0,20,,,
+20/10/2014,0,,,0.4,0.2,0.2,,0.2,,0.2,-5.4,,,,0,0,0,17.55,,,
+21/10/2014,0.2,,,0.2,0.2,0.2,,0,,0,-5.4,,,,0,0,0,18.6,,,
+22/10/2014,0,,,0,0.2,0,,0.2,,0.2,-5.4,,,,0,0,0,11.95,,,
+23/10/2014,0,,,0,0,0,,0,,0,-5.4,,,,0,0,0,10.7,,,
+24/10/2014,0,,,0,0,0,,0,,0,-5.4,,,,0,0,0,13.95,,,
+25/10/2014,0,,,0,0,0,,0,,0,-5.4,,,,0,0,0,11.35,,,
+26/10/2014,0,,,0,0,0,,0,,0,-5.4,,,,0,0,0,10.1,,,
+27/10/2014,0.2,,,0,0,0,,0,,0,-5.4,,,,0,0,0,8.9,,,
+28/10/2014,0,,,0,0,0,,0,,0,-5.4,,,,0,0,0,10.05,,,
+29/10/2014,0,,,0,0,0,,17.8,,0,-5.4,,,,0,0,0,11.2,,,
+30/10/2014,0,,,0,0.2,0,,0,,0,-5.4,,,,0,0,0,11.55,,,
+31/10/2014,0,,,0.2,0,0,,0,,0.2,-5.5,,,,0,0,0,10.45,,,
+01/11/2014,0,,,0,0,0,,0,,0,-5.5,,,,0,0,0,11.05,,,
+02/11/2014,0,,,0,0,0.2,,0,,0,-5.5,,,,0,0,0,10.65,,,
+03/11/2014,0.4,,,0.4,0.2,0,,0,,0,-5.5,,,,0,0,0,11.45,,,
+04/11/2014,0,,,0,0,0.2,,0,,0,-5.4,,,,0,0,0,14.05,,,
+05/11/2014,7.6,,,0.4,26.8,5.6,,0,,0.8,-5.4,,,,0,0,0,16.7,,,
+06/11/2014,18,,,33.4,51.4,14.8,,459.6,,57.2,-5.4,,,,0,0,0,14.2,,,
+07/11/2014,6.2,,,3,6,9.4,,0,,4.2,-5.4,,,,0,0,0,13.8,,,
+08/11/2014,0.8,,,1.6,1.8,0.8,,0.2,,1.8,-5.4,,,,0,0,0,15.5,,,
+09/11/2014,0,,,0,0.6,0.6,,12.6,,0.2,-5.4,,,,0,0,0,16.35,,,
+10/11/2014,3.4,,,7.6,0.2,0.6,,18.2,,0,-5.4,,,,0,0,0,14.15,,,
+11/11/2014,6.6,,,6.6,12.2,7.2,,8.6,,13.2,-5.4,,,,0,0,0,14.75,,,
+12/11/2014,4.2,,,12.8,7.6,3.4,,183.2,,4.4,-5.4,,,,0,0,0,13.5,,,
+13/11/2014,17.2,,,11.2,14,14.6,,,,5.6,-5.4,,,,0,0,0,14.1,,,
+14/11/2014,1,,,0,0.4,0.4,,,,0,-5.4,,,,0,0,0,14,,,
+15/11/2014,0.2,,,0.2,0,0,,,,0.2,-5.4,,,,0,0,0,12.3,,,
+16/11/2014,14.6,,,12.6,24.2,14.2,,,,14.6,-5.4,,,,0,0,0,10.85,,,
+17/11/2014,2.8,,,1.8,6.2,4.6,,,,3.4,-5.4,,,,0,0,0,10.1,,,
+18/11/2014,60.8,,,48.6,37.8,58.8,,,,30.4,-5.4,,,,0,0,0,10.7,,,
+19/11/2014,2.8,,,2,3.4,2.4,,,,6.2,-5.4,,,,0,0,0,11.15,,,
+20/11/2014,0.4,,,0.4,0.2,0.2,,,,0.2,-5.4,,,,0,0,0,9.95,,,
+21/11/2014,0,,,0.2,0.2,0.2,,,,0.2,-5.4,,,,0,0,0,7.65,,,
+22/11/2014,0,,,0,0.2,0,,,,0,-5.4,,,,0,0,0,13.5,,,
+23/11/2014,0,,,0,0,0,,,,0,-5.4,,,,0,0,0,13.25,,,
+24/11/2014,0.2,,,0.4,0.4,0.4,,,,0.2,-5.4,,,,0,0,0,10.1,,,
+25/11/2014,0,,,0,0,0,,,,0,-5.4,,,,0,0,0,11.45,,,
+26/11/2014,8.8,,,14.8,14,8.8,,,,10.8,-5.4,,,,0,0,0,12.65,,,
+27/11/2014,19.8,,,19.6,14.8,24.4,,,,11.2,-5.4,,,,0,0,0,13.1,,,
+28/11/2014,6.6,,,8.4,8.8,11.2,,,,6.2,-5.3,,,,0,0,0,12.8,,,
+29/11/2014,0,,,0,0,0,,,,0.2,-5.3,,,,0,0,0,11.55,,,
+30/11/2014,2.6,,,1.8,1.6,2,,,,1.2,-5.3,,,,0,0,0,14.6,,,
+01/12/2014,8.4,,,8.4,2,6.8,,,,4.8,-5.3,,,,0,0,0,13.45,,,
+02/12/2014,0.2,,,0.2,0.4,0.2,,,,0.2,-5.3,,,,0,0,0,10.8,,,
+03/12/2014,0,,,0.2,0,0,,0,,0.6,-5.3,,,,0,0,0,9.9,,,
+04/12/2014,10.8,,,7.6,13.6,13,,7.4,,16.6,-5.3,,,,0,0,0,10.65,,,
+05/12/2014,13.2,,,11,21.2,16.2,,9,,15.2,-5.3,,,,0,0,0,10.1,,,
+06/12/2014,1.8,,,2.4,0.8,1.4,,0.4,,1,-5.3,,,,0,0,0,10.05,,,
+07/12/2014,1.6,,,2.6,0.6,0.8,,0,,0.4,-5.3,,,,0,0,0,8.8,,,
+08/12/2014,1.8,,,0.4,0.8,1.8,,0,,0.2,-5.3,,,,0,0,0,6.9,,,
+09/12/2014,0,,,0.2,0,0,,0,,0.2,-5.3,,,,0,0,0,4.65,,,
+10/12/2014,0,,,0,0,0,,0,,0,-5.3,,,,0,0,0,5.2,,,
+11/12/2014,0,,,0,0,0,,0,,0,-5.3,,,,0,0,0,6.1,,,
+12/12/2014,0.2,,,0,0.2,0.2,,0,,0,-5.4,,,,0,0,0,5.05,,,
+13/12/2014,0,,,0.2,0.2,0.2,,0,,0.2,-5.4,,,,0,0,0,7.85,,,
+14/12/2014,0.2,,,0.2,0,0.2,,0,,0,-5.4,,,,0,0,0,8.25,,,
+15/12/2014,0,,,0,0,0,,0,,0,-5.4,,,,0,0,0,10.2,,,
+16/12/2014,20.4,,,33.6,31.4,19.2,,8.8,,10.4,-5.3,,,,0,0,0,9.8,,,
+17/12/2014,3,,,1.6,1.6,1.6,,0.2,,1.4,-5.3,,,,0,0,0,9.9,,,
+18/12/2014,0,,,0.2,0,0,,0,,0.2,-5.4,,,,0,0,0,8.85,,,
+19/12/2014,0,,,0,0.2,0.2,,0,,0,-5.4,,,,0,0,0,7.75,,,
+20/12/2014,0.2,,,0.2,0.2,0.2,,0,,0.2,-5.4,,,,0,0,0,9.8,,,
+21/12/2014,0,,,0.2,0.2,0.2,,0.2,,0.2,-5.4,,,,0,0,0,6.95,,,
+22/12/2014,0,,,0,0.2,0.2,,0.2,,0,-5.4,,,,0,0,0,4.7,,,
+23/12/2014,0,,,0.2,0,0,,0,,0.2,-5.4,,,,0,0,0,9.3,,,
+24/12/2014,0,,,0,0,0,,0,,0,-5.4,,,,0,0,0,10.2,,,
+25/12/2014,0,,,0,0,0,,0,,0,-5.3,,,,0,0,0,8.45,,,
+26/12/2014,0,,,0,0,0,,0,,0.2,-5.3,,,,0,0,0,4.5,,,
+27/12/2014,0,,,0,0,0,,0,,0,-5.3,,,,0,0,0,2.5,,,
+28/12/2014,16.2,,,15,27,13.8,,14,,12.4,-5.3,,,,0,0,0,2.95,,,
+29/12/2014,0,,,0,0.2,0,,0,,0.2,-5.3,,,,0,0,0,1.2,,,
+30/12/2014,0,,,0,0,0,,0,,0,-5.4,,,,0,0,0,-1.1,,,
+31/12/2014,0,,,0,0,0,,0,,0,-5.4,,,,0,0,0,-1.3,,,
+01/01/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,-0.1,0,-98.74863684,-96.60886576,-96.84981478
+02/01/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,5.95,4.15,-98.74863684,-96.60886576,-96.84981478
+03/01/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,7.15,4.85,-98.74863684,-96.60886576,-96.84981478
+04/01/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,10,9.6,-93.81120499,-91.77842248,-92.00732404
+05/01/2015,0,,,0,0,0,,301.8,,0,-5.4,,,,0,0,6.35,4.55,-98.74863684,-96.60886576,-96.84981478
+06/01/2015,0,,,0.2,0,0,,0,,0,-5.4,,,,0,0,8.05,4.4,-98.74863684,-96.60886576,-96.84981478
+07/01/2015,0.2,,,1,0,0.2,,0,,0,-5.4,,,,0,0,7.2,6.5,-98.74863684,-96.60886576,-96.84981478
+08/01/2015,0,,,0,0,0.2,,0,,0,-5.4,,,,0,0,7.9,6.6,-98.74863684,-96.60886576,-96.84981478
+09/01/2015,0,,,0,0,0,,0.2,,0,-5.4,,,,0,0,9.05,8.35,-98.74863684,-96.60886576,-96.84981478
+10/01/2015,0,,,0.2,0.2,0,,1.6,,0,-5.4,,,,0,0,9.05,6.75,-98.74863684,-96.60886576,-96.84981478
+11/01/2015,0,,,0,0.2,0,,4,,0,-5.4,,,,0,0,10.1,9.1,-93.81120499,-91.77842248,-92.00732404
+12/01/2015,0,,,0,0,0,,146.4,,0,-5.4,,,,0,0,8.45,6.75,-98.74863684,-96.60886576,-96.84981478
+13/01/2015,0,,,0,0,0,,0,,0,-5.5,,,,0,0,7.75,5.35,-98.74863684,-96.60886576,-96.84981478
+14/01/2015,0,,,0.2,0,0.2,,0,,0,-5.4,,,,0,0,8.85,8.2,-98.74863684,-96.60886576,-96.84981478
+15/01/2015,0,,,0,0,0,,0,,0,-5.5,,,,0,0,8.35,7.8,-98.74863684,-96.60886576,-96.84981478
+16/01/2015,0,,,0,0,0,,2,,0,-5.5,,,,0,0,9.9,5.75,-98.74863684,-96.60886576,-96.84981478
+17/01/2015,4.6,,,2.8,2.6,3,,2.6,,0,-5.5,,,,0,0,8.65,10.05,-98.74863684,-96.60886576,-96.84981478
+18/01/2015,2,,,1.8,2.2,1,,5.4,,0,-5.5,,,,0,0,5.7,5.7,-93.81120499,-91.77842248,-92.00732404
+19/01/2015,0.2,,,0,0.2,0,,19.6,,0,-5.5,,,,0,0,4.45,3.8,-98.74863684,-96.60886576,-96.84981478
+20/01/2015,0,,,0.2,0,0.2,,0.2,,0,-5.5,,,,0,0,5.65,5.45,-98.74863684,-96.60886576,-96.84981478
+21/01/2015,0.4,,,1,1.6,0.2,,40.6,,0,-5.5,,,,0,0,6.35,7.3,-98.74863684,-96.60886576,-96.84981478
+22/01/2015,2.8,,,2,4.8,4.4,,1,,0,-5.5,,,,0,0,6.35,6.2,-98.74863684,-96.60886576,-96.84981478
+23/01/2015,0,,,0.4,0,0,,0,,0,-5.5,,,,0,0,6.45,7.7,-98.74863684,-96.60886576,-96.84981478
+24/01/2015,0,,,0,0,0,,0,,0,-5.5,,,,0,0,7.15,7.15,-98.74863684,-96.60886576,-96.84981478
+25/01/2015,0,,,0,0,0,,0,,0,-5.5,,,,0,0,4.7,5.25,-93.81120499,-91.77842248,-92.00732404
+26/01/2015,0,,,0,0,0,,0,,0,-5.5,,,,0,0,3.5,2.65,-98.74863684,-96.60886576,-96.84981478
+27/01/2015,0,,,0,0,0,,0,,0,-5.5,,,,0,0,1.95,1.6,-98.74863684,-96.60886576,-96.84981478
+28/01/2015,0,,,0,0,0,,0,,0,-5.5,,,,0,0,2.55,1.55,-98.74863684,-96.60886576,-96.84981478
+29/01/2015,0,,,0,0,0,,0,,0,-5.5,,,,0,0,2.9,0.9,-98.74863684,-96.60886576,-96.84981478
+30/01/2015,20.4,,,22.4,19.2,19.4,,32.6,,8.8,-5.4,,,,0,0,5.4,5.3,-98.74863684,-96.60886576,-96.84981478
+31/01/2015,10.8,,,6,4.6,14.2,,21.6,,7.6,-5.4,,,,0,0,4.7,4.55,-98.74863684,-96.60886576,-96.84981478
+01/02/2015,8.6,,,6.8,6.6,9.8,,6.6,,4,-5.4,,,,0,0,2.85,3.2,-89.26409388,-83.19917755,-131.2986857
+02/02/2015,0.4,,,1,1,0.2,,0,,0,-5.5,,,,0,0,3.1,0.65,-93.96220408,-87.57808163,-138.2091429
+03/02/2015,2.8,,,2,0.2,5.4,,4.6,,0.4,-5.5,,,,0,0,1.35,3.1,-93.96220408,-87.57808163,-138.2091429
+04/02/2015,3.6,,,2.8,9,3.4,,3,,2,-5.5,,,,0,0,4.3,6.55,-93.96220408,-87.57808163,-138.2091429
+05/02/2015,26.4,,,20.4,28.2,24.4,,25.4,,24.4,-5.4,,,,0,0,4.2,5.6,-93.96220408,-87.57808163,-138.2091429
+06/02/2015,10.6,,,9.4,9.2,13.6,,17,,19.4,-5.4,,,,0,0,1.6,3.3,-93.96220408,-87.57808163,-138.2091429
+07/02/2015,14.8,,,9,14.4,8.4,,15,,6,-5.4,,,,0,0,3.05,3.3,-93.96220408,-87.57808163,-138.2091429
+08/02/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,2.35,2.75,-89.26409388,-83.19917755,-131.2986857
+09/02/2015,0.2,,,0,0,0,,0.2,,0,-5.4,,,,0,0,2.9,3.35,-93.96220408,-87.57808163,-138.2091429
+10/02/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,7.2,6.35,-93.96220408,-87.57808163,-138.2091429
+11/02/2015,0.2,,,0.2,0.2,0.2,,0.2,,0,-5.4,,,,0,0,7.65,7,-93.96220408,-87.57808163,-138.2091429
+12/02/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,8.45,7.25,-93.96220408,-87.57808163,-138.2091429
+13/02/2015,0.2,,,0.4,0.4,0,,0.2,,0,-5.4,,,,0,0,6.6,7.1,-93.96220408,-87.57808163,-138.2091429
+14/02/2015,3.6,,,0,0,0.2,,1,,0,-5.4,,,,0,0,7.4,7.6,-93.96220408,-87.57808163,-138.2091429
+15/02/2015,1.4,,,1.2,3.8,1.2,,0.8,,2.4,-5.4,,,,0,0,7.15,8.7,-89.26409388,-83.19917755,-131.2986857
+16/02/2015,0.6,,,5,0.4,0,,0.6,,4.4,-5.4,,,,0,0,7.55,8.55,-93.96220408,-87.57808163,-138.2091429
+17/02/2015,0.8,,,2.8,2.4,0.4,,0.6,,1.4,-5.4,,,,0,0,8.75,9.5,-93.96220408,-87.57808163,-138.2091429
+18/02/2015,0,,,0,0,0,,0.2,,0,-5.4,,,,0,0,5.7,5.9,-93.96220408,-87.57808163,-138.2091429
+19/02/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,5.55,4.95,-93.96220408,-87.57808163,-138.2091429
+20/02/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,5.15,3.95,-93.96220408,-87.57808163,-138.2091429
+21/02/2015,0.4,,,2,3.2,1.6,,0.6,,1.4,-5.4,,,,0,0,6.2,7.35,-93.96220408,-87.57808163,-138.2091429
+22/02/2015,13.2,,,15.8,17.4,12,,10.8,,14.2,-5.4,,,,0,0,7.8,9.7,-89.26409388,-83.19917755,-131.2986857
+23/02/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,7.6,7.6,-93.96220408,-87.57808163,-138.2091429
+24/02/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,8.5,8.85,-93.96220408,-87.57808163,-138.2091429
+25/02/2015,3.4,,,7,12,0.8,,6.6,,1.2,-5.4,,,,0,0,6.15,7.55,-93.96220408,-87.57808163,-138.2091429
+26/02/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,7.5,5.65,-93.96220408,-87.57808163,-138.2091429
+27/02/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,7.15,7,-93.96220408,-87.57808163,-138.2091429
+28/02/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,7,6.6,-93.96220408,-87.57808163,-138.2091429
+01/03/2015,0,,,0.2,0,0,,0.2,,0,-5.4,,,,0,0,6.2,5.95,-55.43346681,-56.25255858,-105.1725802
+02/03/2015,2.8,,,0.4,4.4,3,,1.4,,0.4,-5.4,,,,0,0,11.3,13.4,-58.35101769,-59.21321956,-110.7079792
+03/03/2015,0.2,,,0,0,0,,0.2,,0,-5.4,,,,0,0,11.3,11.2,-58.35101769,-59.21321956,-110.7079792
+04/03/2015,0.2,,,0,0,0.2,,0,,0,-5.4,,,,0,0,8.8,7.5,-58.35101769,-59.21321956,-110.7079792
+05/03/2015,33.2,,,27.6,26.6,30,,32.6,,25,-5.4,,,,0,0,4.9,6.9,-58.35101769,-59.21321956,-110.7079792
+06/03/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,6.2,7,-58.35101769,-59.21321956,-110.7079792
+07/03/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,6.15,6.2,-58.35101769,-59.21321956,-110.7079792
+08/03/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,6.25,5.6,-55.43346681,-56.25255858,-105.1725802
+09/03/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,6.9,5.65,-58.35101769,-59.21321956,-110.7079792
+10/03/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,6.35,7.25,-58.35101769,-59.21321956,-110.7079792
+11/03/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,8.45,7.65,-58.35101769,-59.21321956,-110.7079792
+12/03/2015,0,,,0,0,0,,0.2,,0,-5.4,,,,0,0,7.35,6.5,-58.35101769,-59.21321956,-110.7079792
+13/03/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,6.6,5.85,-58.35101769,-59.21321956,-110.7079792
+14/03/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,7.5,7.2,-58.35101769,-59.21321956,-110.7079792
+15/03/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,6.25,6.75,-55.43346681,-56.25255858,-105.1725802
+16/03/2015,19.6,,,19.2,26,20.4,,15.6,,21,-5.4,,,,0,0,7.05,9.1,-58.35101769,-59.21321956,-110.7079792
+17/03/2015,22.2,,,25.4,40.8,22,,13.4,,26,-5.3,,,,0,0,9.75,11.25,-58.35101769,-59.21321956,-110.7079792
+18/03/2015,0.2,,,0.2,2.4,0.2,,0,,0,-5.3,,,,0,0,10.4,9.25,-58.35101769,-59.21321956,-110.7079792
+19/03/2015,0,,,0,0,0,,0,,0,-5.3,,,,0,0,10.25,9.8,-58.35101769,-59.21321956,-110.7079792
+20/03/2015,0,,,0.2,0,0,,0,,0,-5.3,,,,0,0,9.65,8.9,-58.35101769,-59.21321956,-110.7079792
+21/03/2015,0,,,0.2,0.2,0.2,,0.2,,0,-5.3,,,,0,0,8.4,8.7,-58.35101769,-59.21321956,-110.7079792
+22/03/2015,0.8,,,0,0.8,1.8,,0.2,,0,-5.3,,,,0,0,8.85,9.9,-55.43346681,-56.25255858,-105.1725802
+23/03/2015,0,,,0,0,0,,0,,0,-5.3,,,,0,0,11.9,12.1,-58.35101769,-59.21321956,-110.7079792
+24/03/2015,0.6,,,1.2,0.6,0.2,,0.4,,0,-5.3,,,,0,0,10.4,12.05,-58.35101769,-59.21321956,-110.7079792
+25/03/2015,3.4,,,7.6,3.6,3.6,,3.2,,2.2,-5.3,,,,0,0,9.85,10.65,-58.35101769,-59.21321956,-110.7079792
+26/03/2015,26,,,23.4,37.6,18.4,,18.8,,16.6,-5.3,,,,0,0,11.65,12.85,-58.35101769,-59.21321956,-110.7079792
+27/03/2015,0,,,0.2,0,0,,0.2,,0,-5.3,,,,0,0,9.2,10.4,-58.35101769,-59.21321956,-110.7079792
+28/03/2015,1,,,4.2,3,0.2,,1,,4.6,-5.3,,,,0,0,10.85,9.65,-58.35101769,-59.21321956,-110.7079792
+29/03/2015,0,,,0,0,0,,0,,0,-5.3,,,,0,0,11.35,9.95,-55.43346681,-56.25255858,-105.1725802
+30/03/2015,0,,,0,0,0,,0,,0,-5.3,,,,0,0,12.8,11.2,-58.35101769,-59.21321956,-110.7079792
+31/03/2015,0,,,0,0,0,,0,,0,-5.3,,,,0,0,13.7,13.2,-58.35101769,-59.21321956,-110.7079792
+01/04/2015,0,,,0,0.2,0.2,,0,,0,-5.3,,,,0,0,13,12.25,-78.67392,-76.46592,-86.17536
+02/04/2015,0,,,0,0,0,,0,,0,-5.3,,,,0,0,11.4,10.5,-78.67392,-76.46592,-86.17536
+03/04/2015,0,,,0,0,0,,0,,0,-5.3,,,,0,0,10.4,9.15,-78.67392,-76.46592,-86.17536
+04/04/2015,0,,,0,0,0,,0.2,,0,-5.3,,,,0,0,8.55,10,-78.67392,-76.46592,-86.17536
+05/04/2015,27.2,,,18.6,30.8,34.8,,28.2,,22.2,-5.2,,,,0,0,6.55,8.05,-74.740224,-72.642624,-81.866592
+06/04/2015,0.2,,,0.2,0,0,,0,,0,-5.3,,,,0,0,6.1,5.3,-78.67392,-76.46592,-86.17536
+07/04/2015,0,,,0,0,0,,0,,0,-5.3,,,,0,0,5.25,4.85,-78.67392,-76.46592,-86.17536
+08/04/2015,0,,,0,0,0,,0,,0,-5.3,,,,0,0,8.1,6.65,-78.67392,-76.46592,-86.17536
+09/04/2015,0,,,0,0,0,,0,,0,-5.3,,,,0,0,10.7,10.1,-78.67392,-76.46592,-86.17536
+10/04/2015,0,,,0,0,0,,0,,0,-5.3,,,,0,0,12.8,10.85,-78.67392,-76.46592,-86.17536
+11/04/2015,0,,,0,0,0,,0,,0,-5.3,,,,0,0,9.95,9.15,-78.67392,-76.46592,-86.17536
+12/04/2015,0,,,0.2,0.2,0,,0,,0,-5.3,,,,0,0,12.55,12.25,-74.740224,-72.642624,-81.866592
+13/04/2015,0,,,0,0,0,,0,,0,-5.3,,,,0,0,15.3,13.05,-78.67392,-76.46592,-86.17536
+14/04/2015,0,,,0,0,0,,0,,0,-5.3,,,,0,0,14.75,13,-78.67392,-76.46592,-86.17536
+15/04/2015,0,,,0,0,0,,0,,0,-5.3,,,,0,0,15,14.5,-78.67392,-76.46592,-86.17536
+16/04/2015,0,,,0,0,0,,0,,0,-5.3,,,,0,0,14.05,14.05,-78.67392,-76.46592,-86.17536
+17/04/2015,0,,,0,0.4,0.2,,0,,0.2,-5.3,,,,0,0,13.45,12.9,-78.67392,-76.46592,-86.17536
+18/04/2015,3,,,4.4,1,3,,0.6,,4,-5.3,,,,0,0,14.1,13.4,-78.67392,-76.46592,-86.17536
+19/04/2015,0.2,,,0,0,0,,0,,0,-5.3,,,,0,0,11,10.85,-74.740224,-72.642624,-81.866592
+20/04/2015,0,,,0,0,0,,0,,0,-5.3,,,,0,0,12.3,10.8,-78.67392,-76.46592,-86.17536
+21/04/2015,0,,,0,0,0,,0,,0,-5.3,,,,0,0,14.3,12.25,-78.67392,-76.46592,-86.17536
+22/04/2015,0,,,0,0,0,,0,,0,-5.3,,,,0,0,15.85,13.5,-78.67392,-76.46592,-86.17536
+23/04/2015,0,,,0,0,0,,0,,0,-5.3,,,,0,0,13.95,12.5,-78.67392,-76.46592,-86.17536
+24/04/2015,0.4,,,0,0,0.4,,0,,0,-5.3,,,,0,0,14.65,13.7,-78.67392,-76.46592,-86.17536
+25/04/2015,0,,,0,0,0,,0,,0,-5.3,,,,0,0,14.5,13.2,-78.67392,-76.46592,-86.17536
+26/04/2015,0.8,,,0.8,0.4,1,,0.2,,0,-5.3,,,,0,0,14.45,14.25,-74.740224,-72.642624,-81.866592
+27/04/2015,0.8,,,0.6,1.2,0.4,,1,,0.8,-5.3,,,,0,0,11.3,13.7,-78.67392,-76.46592,-86.17536
+28/04/2015,30.4,,,32,30.4,26,,25.2,,18.8,-5.3,,,,0,0,12.4,13.05,-78.67392,-76.46592,-86.17536
+29/04/2015,3.4,,,4.6,1.6,3.6,,1.4,,1.8,-5.3,,,,0,0,15,14.65,-78.67392,-76.46592,-86.17536
+30/04/2015,0.8,,,0.2,3.8,0.4,,3,,0.2,-5.3,,,,0,0,13.95,12.75,-78.67392,-76.46592,-86.17536
+01/05/2015,0,,,0.2,0,0,,0,,0,-5.3,,,,0,0,13.15,12.05,-89.33634131,-86.06015401,-96.14494901
+02/05/2015,0.6,,,0.2,0.8,0.2,,0.2,,0.4,-5.3,,,,0,0,17.75,17.35,-89.33634131,-86.06015401,-96.14494901
+03/05/2015,0,,,0,0,0.2,,0,,0,-5.3,,,,0,0,17.2,16.85,-84.86952425,-81.75714631,-91.33770156
+04/05/2015,0,,,0,0,0,,0,,0,-5.3,,,,0,0,18.15,17.9,-89.33634131,-86.06015401,-96.14494901
+05/05/2015,0,,,0,0,0,,0,,0,-5.3,,,,0,0,20.2,19.05,-89.33634131,-86.06015401,-96.14494901
+06/05/2015,0,,,0,0,0,,0,,0,-5.3,,,,0,0,21.15,19.45,-89.33634131,-86.06015401,-96.14494901
+07/05/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,18.6,16.45,-89.33634131,-86.06015401,-96.14494901
+08/05/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,16.95,14,-89.33634131,-86.06015401,-96.14494901
+09/05/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,17.1,16.65,-89.33634131,-86.06015401,-96.14494901
+10/05/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,18.25,17.45,-84.86952425,-81.75714631,-91.33770156
+11/05/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,19.05,17.6,-89.33634131,-86.06015401,-96.14494901
+12/05/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,19.85,18,-89.33634131,-86.06015401,-96.14494901
+13/05/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,18.5,16,-89.33634131,-86.06015401,-96.14494901
+14/05/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,17.1,16.25,-89.33634131,-86.06015401,-96.14494901
+15/05/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,15.55,16,-89.33634131,-86.06015401,-96.14494901
+16/05/2015,1.8,,,2.4,0.8,1.4,,1,,0,-5.4,,,,0,0,14.1,14.05,-89.33634131,-86.06015401,-96.14494901
+17/05/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,19.25,19.1,-84.86952425,-81.75714631,-91.33770156
+18/05/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,20.5,18.6,-89.33634131,-86.06015401,-96.14494901
+19/05/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,18.5,17.85,-89.33634131,-86.06015401,-96.14494901
+20/05/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,16.5,17.2,-89.33634131,-86.06015401,-96.14494901
+21/05/2015,0.8,,,2.2,0.6,0,,3.8,,0.2,-5.4,,,,0,0,12.4,14.2,-89.33634131,-86.06015401,-96.14494901
+22/05/2015,10.6,,,0.2,0,0,,3.2,,0.8,-5.4,,,,0,0,8.6,9.5,-89.33634131,-86.06015401,-96.14494901
+23/05/2015,14.6,,,11.2,13,11.4,,12.8,,11.6,-5.4,,,,0,0,11.85,13.35,-89.33634131,-86.06015401,-96.14494901
+24/05/2015,13.4,,,27.8,11,19.2,,8.4,,10,-5.4,,,,0,0,13.7,14.05,-84.86952425,-81.75714631,-91.33770156
+25/05/2015,1.2,,,0,0.8,0.2,,1.2,,0.2,-5.4,,,,0,0,14.75,14.45,-89.33634131,-86.06015401,-96.14494901
+26/05/2015,0,,,0,2.6,0,,0,,0,-5.4,,,,0,0,14.25,15.1,-89.33634131,-86.06015401,-96.14494901
+27/05/2015,2.6,,,4,2.2,19.8,,2.4,,0,-5.4,,,,0,0,15,14.25,-89.33634131,-86.06015401,-96.14494901
+28/05/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,15.8,14.7,-89.33634131,-86.06015401,-96.14494901
+29/05/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,15.8,15.85,-89.33634131,-86.06015401,-96.14494901
+30/05/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,16.2,16.05,-89.33634131,-86.06015401,-96.14494901
+31/05/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,17.35,17.3,-84.86952425,-81.75714631,-91.33770156
+01/06/2015,0,,,0,0,0,,0,,0,-5.4,,,,0,0,18.2,18.25,-88.032,-83.2704,-142.52832
+02/06/2015,0,,,0,0.2,0,,0,,0,-5.5,,,,0,0,18.9,18.65,-88.032,-83.2704,-142.52832
+03/06/2015,0,,,0,0,0,,0,,0,-5.5,,,,0,0,20.05,20.45,-88.032,-83.2704,-142.52832
+04/06/2015,0,,,0,0,0,,0,,0,-5.5,,,,0,0,28.45,21.65,-88.032,-83.2704,-142.52832
+05/06/2015,0,,,0,0,0,,0,0,0,-5.5,,,,0,0,26.4,22.55,-88.032,-83.2704,-142.52832
+06/06/2015,0,,,0,0,0,,0,0,0,-5.5,,,,0,0,25.85,23.05,-88.032,-83.2704,-142.52832
+07/06/2015,0,,,0,0,0,,0,0,0,-5.5,,,,0,0,25.7,24.1,-83.6304,-79.10688,-135.401904
+08/06/2015,0,,,0,0,0,,0,0,0,-5.5,,,,0,0,23.1,22.5,-88.032,-83.2704,-142.52832
+09/06/2015,5.4,,,33.6,13,3.8,,0.2,22.6,2,-5.5,,,,0,0,19.8,20.35,-88.032,-83.2704,-142.52832
+10/06/2015,1,,,0,26.6,0.6,,,20.2,0,-5.5,,,,0,0,22.65,21.55,-88.032,-83.2704,-142.52832
+11/06/2015,1,,,0,0,9.2,,0,0.2,0.2,-5.5,,,,0,0,22.8,21.8,-88.032,-83.2704,-142.52832
+12/06/2015,0,,,1,9.8,0,,0,0.4,0,-5.5,,,,0,0,21.65,20.4,-88.032,-83.2704,-142.52832
+13/06/2015,0,,,0,0.2,0,,,0,0,-5.5,,,,0,0,23,20.95,-88.032,-83.2704,-142.52832
+14/06/2015,0,,,0,0,0,,0,0,0,-5.5,,,,0,0,19.4,18.05,-83.6304,-79.10688,-135.401904
+15/06/2015,23,,,30.6,42,20,,,43,32.2,-5.5,,,,0,0,18.85,19.7,-88.032,-83.2704,-142.52832
+16/06/2015,30.8,,,2.6,4,11,,,7,8.2,-5.5,,,,0,0,19.65,20.3,-88.032,-83.2704,-142.52832
+17/06/2015,1.2,,,9.6,9.6,1.2,,,3.6,31.2,-5.5,,,,0,0,19.15,18.25,-88.032,-83.2704,-142.52832
+18/06/2015,9.2,,,5.4,0.8,7.8,,,5.2,6.6,-5.5,,,,0,0,19.8,19.25,-88.032,-83.2704,-142.52832
+19/06/2015,0,,,0,0,0.2,,0,0,0,-5.5,,,,0,0,20.65,19.4,-88.032,-83.2704,-142.52832
+20/06/2015,0,,,0.2,0,0,,0,0.2,0,-5.5,,,,0,0,20.6,19.9,-88.032,-83.2704,-142.52832
+21/06/2015,0,,,16.6,1.2,0,,0,2,0,-5.5,,,,0,0,20.1,18.75,-83.6304,-79.10688,-135.401904
+22/06/2015,0,,,0.2,0,0,,0,0,0,-5.5,,,,0,0,19.95,18.9,-88.032,-83.2704,-142.52832
+23/06/2015,0,,,0,0,0,,0,0,0,-5.5,,,,0,0,22,20.05,-88.032,-83.2704,-142.52832
+24/06/2015,0,,,0,0,0,,0,0,0,-5.5,,,,0,0,20.8,20.05,-88.032,-83.2704,-142.52832
+25/06/2015,0,,,0,0,0,,0,0,0,-5.5,,,,0,0,20.4,18.15,-88.032,-83.2704,-142.52832
+26/06/2015,0,,,0,0,0,,0,0,0,-5.6,,,,0,0,23,20.35,-88.032,-83.2704,-142.52832
+27/06/2015,0,,,0,0,0,,0,0,0,-5.6,,,,0,0,22.45,20.4,-88.032,-83.2704,-142.52832
+28/06/2015,0,,,0,0,0,,0,0,0,-5.6,,,,0,0,23.9,21.8,-83.6304,-79.10688,-135.401904
+29/06/2015,0,,,0,0,0,,0,0,0,-5.6,,,,0,0,24.8,22.2,-88.032,-83.2704,-142.52832
+30/06/2015,0,,,0,0,0,,0,0,0,-5.6,,,,0,0,25.2,24,-88.032,-83.2704,-142.52832
+01/07/2015,0,,,0,0,0,,0,3.4,0,-5.6,,,,0,0,25.95,23.9,-119.615001,-127.050256,-165.024
+02/07/2015,0,,,0,0,0,,0,1,0,-5.6,,,,0,0,26.6,24.7,-119.615001,-127.050256,-165.024
+03/07/2015,0,,,0,0,0,,0,0,0,-5.7,,,,0,0,26.85,25.55,-119.615001,-127.050256,-165.024
+04/07/2015,0,,,0,2,0,,0,0,0,-5.7,,,,0,0,28.65,26.3,-119.615001,-127.050256,-165.024
+05/07/2015,0,,,0,0,0,,0,0,0,-5.7,,,,0,0,28.35,26.55,-113.634251,-120.6977432,-156.7728
+06/07/2015,0,,,0,0,0,,0,0,0,-5.7,,,,0,0,27.35,25.9,-119.615001,-127.050256,-165.024
+07/07/2015,0,,,0,0,0,,0,0,0,-5.7,,,,0,0,27.85,25.3,-119.615001,-127.050256,-165.024
+08/07/2015,0,,,0,0,0,,0,0,0,-5.7,,,,0,0,26.55,25.1,-119.615001,-127.050256,-165.024
+09/07/2015,0,,,0,0,0,,0,1.4,0,-5.7,,,,0,0,27,25.9,-119.615001,-127.050256,-165.024
+10/07/2015,0,,,0,0,0,,0,0,0,-5.7,,,,0,0,26.3,23.5,-119.615001,-127.050256,-165.024
+11/07/2015,0,,,0,0,0,,0,0,0,-5.7,,,,0,0,26.4,23.2,-119.615001,-127.050256,-165.024
+12/07/2015,0,,,0,0,0,,0,0,0,-5.7,,,,0,0,26.25,24.1,-113.634251,-120.6977432,-156.7728
+13/07/2015,0,,,0,0,0,,0,0.8,0,-5.7,,,,0,0,25.3,23.75,-119.615001,-127.050256,-165.024
+14/07/2015,0,,,0,0,0,,0,0,0,-5.7,,,,0,0,26.85,25.4,-119.615001,-127.050256,-165.024
+15/07/2015,0,,,0,0,0,,0,0.2,0,-5.8,,,,0,0,28.1,26.15,-119.615001,-127.050256,-165.024
+16/07/2015,0,,,0,0,0,,0,0,0,-5.8,,,,0,0,23.2,26.2,-119.615001,-127.050256,-165.024
+17/07/2015,0,,,0,0,0,,0,,0,-5.8,,,,0,0,25.9,25.6,-119.615001,-127.050256,-165.024
+18/07/2015,0,,,0,0,0,,0,,0,-5.8,,,,0,0,25.95,26.5,-119.615001,-127.050256,-165.024
+19/07/2015,0,,,0,0,0,,0,,0,-5.8,,,,0,0,26.25,25.95,-113.634251,-120.6977432,-156.7728
+20/07/2015,0,,,0,0,0,,0,,0,-5.8,,,,0,0,26.2,26.3,-119.615001,-127.050256,-165.024
+21/07/2015,0,,,0,0,0,,0,,0,-5.8,,,,0,0,27,27.3,-119.615001,-127.050256,-165.024
+22/07/2015,0,,,0,0,0,,0,,0,-5.9,,,,0,0,26.8,27.75,-119.615001,-127.050256,-165.024
+23/07/2015,1.4,,,0,0,0,,10.4,,0.2,-5.8,,,,0,0,26.65,26.25,-119.615001,-127.050256,-165.024
+24/07/2015,0,,,0,0,0,,0,,0,-5.8,,,,0,0,26,26.9,-119.615001,-127.050256,-165.024
+25/07/2015,2,,,0,0,0,,41.2,,24.4,-5.8,,,,0,0,22.85,22.8,-119.615001,-127.050256,-165.024
+26/07/2015,18,,,12.8,25.4,28.2,,1.4,,10.6,-5.8,,,,0,0,24.6,25.2,-113.634251,-120.6977432,-156.7728
+27/07/2015,0,,,0,0,0,,0,,0,-5.8,,,,0,0,22.8,24.05,-119.615001,-127.050256,-165.024
+28/07/2015,0,,,0,0,0,,0,,0,-5.8,,,,0,0,23.65,23.7,-119.615001,-127.050256,-165.024
+29/07/2015,0,,,0,0,0,,0,,0,-5.8,,,,0,0,22.75,23.05,-119.615001,-127.050256,-165.024
+30/07/2015,0,,,0,0,0,,0,,0,-5.8,,,,0,0,24.55,25.25,-119.615001,-127.050256,-165.024
+31/07/2015,0,,,0,0,0,,0,,0,-5.8,,,,0,0,23.9,25.45,-119.615001,-127.050256,-165.024
+01/08/2015,0,,,0,0,0,,0,,5,-5.8,,,,0,0,23.5,24.05,-108.1141811,-93.08183975,-152.2824724
+02/08/2015,3.6,,,3.8,0.4,1,,1,,0,-5.8,,,,0,0,23.4,24.35,-102.708472,-88.42774776,-144.6683488
+03/08/2015,0,,,0,0,0,,0,,0,-5.8,,,,0,0,24.35,25.45,-108.1141811,-93.08183975,-152.2824724
+04/08/2015,0,,,0,0,0,,0,,0,-5.8,,,,0,0,25.2,25.7,-108.1141811,-93.08183975,-152.2824724
+05/08/2015,0,,,0,0,0,,0,,0,-5.9,,,,0,0,26.2,26.65,-108.1141811,-93.08183975,-152.2824724
+06/08/2015,0,,,0,0,0,,0,,0,-5.9,,,,0,0,26.8,27.25,-108.1141811,-93.08183975,-152.2824724
+07/08/2015,0,,,0,0,0,,0,,0,-5.9,,,,0,0,27.35,27.55,-108.1141811,-93.08183975,-152.2824724
+08/08/2015,0,,,0,0,0,,0,,0,-5.9,,,,0,0,28.3,28.15,-108.1141811,-93.08183975,-152.2824724
+09/08/2015,0,,,0,0.2,0.8,,0,,2,-5.9,,,,0,0,26,26.7,-102.708472,-88.42774776,-144.6683488
+10/08/2015,7.8,,,2.2,3.2,0.2,,0,,6,-5.8,,,,0,0,21,22,-108.1141811,-93.08183975,-152.2824724
+11/08/2015,27.4,,,28.2,24.2,27.4,,24.8,,26,-5.8,,,,0,0,22.85,24.35,-108.1141811,-93.08183975,-152.2824724
+12/08/2015,0,,,0,0,0,,0,,0,-5.9,,,,0,0,25.15,25.05,-108.1141811,-93.08183975,-152.2824724
+13/08/2015,0,,,0,0,0,,0,,0,-5.9,,,,0,0,25.75,25.45,-108.1141811,-93.08183975,-152.2824724
+14/08/2015,0,,,0,0,0,,0,,0,-5.9,,,,0,0,23.75,24.55,-108.1141811,-93.08183975,-152.2824724
+15/08/2015,0,,,0,0,0,,0,,0,-5.9,,,,0,0,22.2,23.25,-108.1141811,-93.08183975,-152.2824724
+16/08/2015,21.2,,,2.8,22.6,20.8,,16.2,,8.6,-5.9,,,,0,0,19.5,20.7,-102.708472,-88.42774776,-144.6683488
+17/08/2015,0,,,0.2,0,0.4,,0.6,,1.2,-5.9,,,,0,0,20.35,21,-108.1141811,-93.08183975,-152.2824724
+18/08/2015,0.2,,,0,0,0,,0,,0,-5.9,,,,0,0,20.6,21.1,-108.1141811,-93.08183975,-152.2824724
+19/08/2015,3.8,,,7.4,4.4,6.8,,1.6,,3,,,,,0,0,20.7,21.3,-108.1141811,-93.08183975,-152.2824724
+20/08/2015,0,,,0,0,0,,1.8,,0,-5.9,,,,0,0,19.1,20.25,-108.1141811,-93.08183975,-152.2824724
+21/08/2015,0,,,0,0,0,,0,,0,-5.9,,,,0,0,20.95,21.05,-108.1141811,-93.08183975,-152.2824724
+22/08/2015,0,,,0,0,0,,0,,0,-5.9,,,,0,0,20,20.65,-108.1141811,-93.08183975,-152.2824724
+23/08/2015,0,,,0,0,0,,0,,0,-5.9,,,,0,0,20.7,21.65,-102.708472,-88.42774776,-144.6683488
+24/08/2015,4.6,,,11.4,157.8,12,,2.2,,89,-5.9,,,,0,0,20.8,22.35,-108.1141811,-93.08183975,-152.2824724
+25/08/2015,12.8,,,12.2,171,23.2,,53,,137.6,-5.8,,,,0,0,20.3,21.35,-108.1141811,-93.08183975,-152.2824724
+26/08/2015,0,,,0.2,0,0,,0,,0,-5.9,,,,0,0,20.55,21.35,-108.1141811,-93.08183975,-152.2824724
+27/08/2015,0,,,0,0,0,,0,,0,-5.9,,,,0,0,22.55,22.9,-108.1141811,-93.08183975,-152.2824724
+28/08/2015,0,,,0,0,0,,0,,0,-5.9,,,,0,0,23.3,23.95,-108.1141811,-93.08183975,-152.2824724
+29/08/2015,0,,,0,0,0,,0,,0,-5.9,,,,0,0,23.95,24.45,-108.1141811,-93.08183975,-152.2824724
+30/08/2015,0,,,0,0,0,,0,,0,-5.9,,,,0,0,24.4,25.1,-102.708472,-88.42774776,-144.6683488
+31/08/2015,0,,,0,0,0,,0,,0,-5.9,,,,0,0,23.6,24,-108.1141811,-93.08183975,-152.2824724
+01/09/2015,0,,,0,0,0,,0,,0,-5.9,,,,0,0,22.85,23.05,-114.0816,-121.9824,-151.74912
+02/09/2015,0,,,0,0,0,,0,,0,-5.9,,,,0,0,22.35,23.1,-114.0816,-121.9824,-151.74912
+03/09/2015,0,,,0,0,0,,0,,0,-5.9,,,,0,0,21.35,20.85,-114.0816,-121.9824,-151.74912
+04/09/2015,14.6,,,1,0.6,17.6,,0,,0.2,-5.9,,,,0,0,21.55,22.4,-114.0816,-121.9824,-151.74912
+05/09/2015,0,,,3.6,6.2,0.2,,4.8,,19.6,-5.9,,,,0,0,18.7,19.9,-114.0816,-121.9824,-151.74912
+06/09/2015,0,,,0.2,0,0,,0,,0.2,-5.9,,,,0,0,17.85,18.6,-108.37752,-115.88328,-144.161664
+07/09/2015,0,,,0,0,0,,0,,0,-5.9,,,,0,0,17.8,18.65,-114.0816,-121.9824,-151.74912
+08/09/2015,0,,,0,0,0,,0,,0,-5.9,,,,0,0,18.2,17.45,-114.0816,-121.9824,-151.74912
+09/09/2015,0,,,0,0,0,,0,,0,-6.0,,,,0,0,17.85,16.45,-114.0816,-121.9824,-151.74912
+10/09/2015,0,,,0,0,0,,0,,0,-6.0,,,,0,0,16.7,16.15,-114.0816,-121.9824,-151.74912
+11/09/2015,0,,,0,0,0,,0,,0,-6.0,,,,0,0,16.8,17.7,-114.0816,-121.9824,-151.74912
+12/09/2015,0,,,0,0,0,,0,,0,-6.0,,,,0,0,18.8,18.15,-114.0816,-121.9824,-151.74912
+13/09/2015,0,,,0.2,0.2,0,,0,,0,-6.0,,,,0,0,17.5,16.45,-108.37752,-115.88328,-144.161664
+14/09/2015,14.6,,,2.4,3.6,10.8,,15.2,,2.8,-5.9,,,,0,0,21.5,21.65,-114.0816,-121.9824,-151.74912
+15/09/2015,0.2,,,2.4,4,8,,0,,0.6,-5.9,,,,0,0,20.5,21.25,-114.0816,-121.9824,-151.74912
+16/09/2015,0,,,0.4,4.8,0,,0,,1.6,-5.9,,,,0,0,22.95,23.05,-114.0816,-121.9824,-151.74912
+17/09/2015,0,,,0,0,0,,0,,0,-6.0,,,,0,0,24.85,24.4,-114.0816,-121.9824,-151.74912
+18/09/2015,0,,,0,0,0,,0,,0,-6.0,,,,0,0,20.15,21.3,-114.0816,-121.9824,-151.74912
+19/09/2015,0,,,0,0,0,,0,,0,-6.0,,,,0,0,18.3,18.55,-114.0816,-121.9824,-151.74912
+20/09/2015,0,,,0,0.2,0,,0.2,,0,-6.0,,,,0,0,17.6,18.6,-108.37752,-115.88328,-144.161664
+21/09/2015,1.8,,,3.8,0,0,,0,,0,-6.0,,,,0,0,17.6,17.9,-114.0816,-121.9824,-151.74912
+22/09/2015,0,,,0.2,0,0,,0,,0,-6.0,,,,0,0,17.8,18.2,-114.0816,-121.9824,-151.74912
+23/09/2015,0,,,0,0,0,,0,,0,-6.0,,,,0,0,14.8,16.25,-114.0816,-121.9824,-151.74912
+24/09/2015,3,,,2,1.2,1,,4.6,,4.6,-6.0,,,,0,0,14.15,15.1,-114.0816,-121.9824,-151.74912
+25/09/2015,0.4,,,0,0.2,0,,0,,0,-6.0,,,,0,0,16.1,16.7,-114.0816,-121.9824,-151.74912
+26/09/2015,0,,,0,0,0,,0,,0,-6.0,,,,0,0,15.65,15.9,-114.0816,-121.9824,-151.74912
+27/09/2015,0,,,0,0,0,,0,,0,-6.0,,,,0,0,16.75,16.55,-108.37752,-115.88328,-144.161664
+28/09/2015,0,,,0,0,0,,0,,0,-6.0,,,,0,0,15.5,14.15,-114.0816,-121.9824,-151.74912
+29/09/2015,0,,,0.2,0,0,,0,,0,-6.0,,,,0,0,14.5,14.15,-114.0816,-121.9824,-151.74912
+30/09/2015,0,,,0,0,0,,0,,0,-6.1,,,,0,0,12.45,12.75,-114.0816,-121.9824,-151.74912
+01/10/2015,1.2,,,1,1.6,0.6,,0.6,,0.2,-6.1,,,,0,0,11.7,14.35,-103.1045994,-98.30090323,-153.3402981
+02/10/2015,17.8,,,11.8,22.4,11.2,,9.8,,10.2,-6.1,,,,0,0,15.75,18.3,-103.1045994,-98.30090323,-153.3402981
+03/10/2015,5.8,,,7,6.8,2.8,,5,,1.8,-6.1,,,,0,0,15.65,17.25,-103.1045994,-98.30090323,-153.3402981
+04/10/2015,10.2,,,16.4,1.2,6.4,,0.4,,4,-6.1,,,,0,0,17.25,17.15,-97.94936941,-93.38585806,-145.6732832
+05/10/2015,3,,,4.4,11,3.4,,1.4,,5.8,-6.0,,,,0,0,19.25,20.45,-103.1045994,-98.30090323,-153.3402981
+06/10/2015,0,,,0,0.4,0,,0,,0.2,-6.0,,,,0,0,19.05,19.55,-103.1045994,-98.30090323,-153.3402981
+07/10/2015,0,,,0.4,0.4,0.6,,14.8,,0,-6.0,,,,0,0,17.95,18.95,-103.1045994,-98.30090323,-153.3402981
+08/10/2015,0,,,0,0.2,0,,0.2,,0,-6.1,,,,0,0,16.55,17.4,-103.1045994,-98.30090323,-153.3402981
+09/10/2015,0,,,0,0,0,,0,,0,-6.1,,,,0,0,14.65,14.9,-103.1045994,-98.30090323,-153.3402981
+10/10/2015,5.2,,,4.8,6.4,4.2,,4.8,,5.8,-6.1,,,,0,0,12.85,14.8,-103.1045994,-98.30090323,-153.3402981
+11/10/2015,19,,,21,22,18.2,,20,,16,-6.0,,,,0,0,14.65,15.2,-97.94936941,-93.38585806,-145.6732832
+12/10/2015,0,,,0.2,0,0,,0.2,,0,-6.1,,,,0,0,14.6,13.85,-103.1045994,-98.30090323,-153.3402981
+13/10/2015,6.2,,,6,0.8,3,,2.2,,0.4,-6.1,,,,0,0,17.3,17.75,-103.1045994,-98.30090323,-153.3402981
+14/10/2015,7.4,,0.4,7.8,6.2,13.2,,4.8,,2.4,-6.1,,,,0,15.4,15.2,15.85,-103.1045994,-98.30090323,-153.3402981
+15/10/2015,29.6,,24.4,26.6,39.2,31.2,,31,,20.6,-6.0,,,,0,12.45,11.8,13.35,-103.1045994,-98.30090323,-153.3402981
+16/10/2015,2.4,,2.8,0.8,3.4,0.6,,1.6,,2.6,-6.1,,,,0,11.25,10.95,12.85,-103.1045994,-98.30090323,-153.3402981
+17/10/2015,2.6,,1.8,2.8,0.8,1.2,,2,,0.6,-6.1,,,,0,11.95,10.95,12.95,-103.1045994,-98.30090323,-153.3402981
+18/10/2015,0.2,,0,0,0.2,0.2,,0.2,,0,-6.1,,,,0,12.65,11.45,11.8,-97.94936941,-93.38585806,-145.6732832
+19/10/2015,0.8,,0.4,0.6,4.4,0.2,,0.6,,3.2,-6.1,,,,0,13.65,15.1,15.45,-103.1045994,-98.30090323,-153.3402981
+20/10/2015,0,,0,0,0,0,,0,,0.2,-6.1,,,,0,12.05,11.75,11.6,-103.1045994,-98.30090323,-153.3402981
+21/10/2015,0,,0,0,0,0,,0,,0,-6.1,,,,0,11,11.55,10.65,-103.1045994,-98.30090323,-153.3402981
+22/10/2015,0,,0,0,0,0,,0,,0,-6.1,,,,0,10.4,9.55,8.65,-103.1045994,-98.30090323,-153.3402981
+23/10/2015,0,,0,0,0,0,,0,,0,-6.1,,,,0,12.75,12.1,11.15,-103.1045994,-98.30090323,-153.3402981
+24/10/2015,0,,0,0,0,0,,0,,0,-6.1,,,,0,13.5,12.5,12.65,-103.1045994,-98.30090323,-153.3402981
+25/10/2015,0,,0,0,0,0,,0,,0,-6.1,,,,0,14.4,12.9,11.95,-97.94936941,-93.38585806,-145.6732832
+26/10/2015,0.2,,0,0.2,0,0.2,,0.2,,0.2,-6.1,,,,0,14.45,12.9,12.6,-103.1045994,-98.30090323,-153.3402981
+27/10/2015,0,,0,0,0.2,0.2,,0.2,,0,-6.1,,,,0,13.15,12.2,11.35,-103.1045994,-98.30090323,-153.3402981
+28/10/2015,18.4,,17.8,21.6,10.8,11.6,,27.6,,3.6,-6.1,,,,0,15.05,15,15.8,-103.1045994,-98.30090323,-153.3402981
+29/10/2015,36.6,,43.2,45.2,29.2,31.2,,61.4,,14.4,-6.1,,,,0,12.05,11.7,12.25,-103.1045994,-98.30090323,-153.3402981
+30/10/2015,3.4,,3.6,5.2,5,1.6,,7,,0.4,-6.1,,,,0,13.75,12.4,12.85,-103.1045994,-98.30090323,-153.3402981
+31/10/2015,0,,0,0,0,0.2,,0.2,,0,-6.1,,,,0,12.2,13.1,12.15,-103.1045994,-98.30090323,-153.3402981
+01/11/2015,0,,0,0,0,0,,0,,0.2,-6.1,,,,0,11.6,12.15,10.85,-104.801568,-94.603584,-142.441632
+02/11/2015,0,,0,0,0,0,,0,,0,-6.1,,,,0,11.95,12,11.35,-110.31744,-99.58272,-149.93856
+03/11/2015,0,,0,0,0,0,,0,,0,-6.1,,,,0,12.95,12.25,11.6,-110.31744,-99.58272,-149.93856
+04/11/2015,0,,0,0,0,0,,0,,0,-6.1,,,,0,16.85,15.7,15.85,-110.31744,-99.58272,-149.93856
+05/11/2015,0,,2.2,0.2,0.2,0.2,,0.2,,0,-6.1,,,,0,15.85,14.1,15.7,-110.31744,-99.58272,-149.93856
+06/11/2015,0.2,,0,0.2,0.2,0,,0,,0,-6.1,,,,0,14.6,13.95,13.85,-110.31744,-99.58272,-149.93856
+07/11/2015,0,,0.4,0.2,0.4,0.4,,0.4,,0,-6.1,,,,0,14.7,14.25,14.65,-110.31744,-99.58272,-149.93856
+08/11/2015,0,,0,0.2,0,0,,0,,0,-6.2,,,,0,15.9,15.6,14.6,-104.801568,-94.603584,-142.441632
+09/11/2015,0.2,,0,0.2,0.4,0.2,,0.2,,0,-6.2,,,,0,13.75,12.85,12.9,-110.31744,-99.58272,-149.93856
+10/11/2015,0,,0,0,0,0,,0,,0,-6.1,,,,0,15.4,15.1,14.15,-110.31744,-99.58272,-149.93856
+11/11/2015,0,,0,0,0,0,,0,,0,-6.2,,,,0,13.85,13.5,13.75,-110.31744,-99.58272,-149.93856
+12/11/2015,0,,0,0,0,0,,0,,0.2,-6.2,,,,0,14.25,13.45,12.45,-110.31744,-99.58272,-149.93856
+13/11/2015,0,,0,0,0,0,,0,,0,-6.2,,,,0,13.2,12.1,10,-110.31744,-99.58272,-149.93856
+14/11/2015,0,,0,0,0,0,,0,,0,-6.2,,,,0,13.95,13.45,13.1,-110.31744,-99.58272,-149.93856
+15/11/2015,0,,0,0.2,0.2,0.2,,0,,0,-6.2,,,,0,12.5,11.8,10.45,-104.801568,-94.603584,-142.441632
+16/11/2015,0.2,,0,0,0.2,0,,0,,0,-6.2,,,,0,13.8,12.5,13.35,-110.31744,-99.58272,-149.93856
+17/11/2015,0,,0,0,0,0,,0,,0,-6.2,,,,0,13.1,11.65,12.75,-110.31744,-99.58272,-149.93856
+18/11/2015,0,,0,0,0,0,,0,,0,-6.2,,,,0,14.05,13.1,12.5,-110.31744,-99.58272,-149.93856
+19/11/2015,0,,0.2,0.4,0.4,0.2,,0,,0,-6.2,,,,0,11.6,9.65,8.2,-110.31744,-99.58272,-149.93856
+20/11/2015,0,,0,0,0,0.2,,0,,0,-6.2,,,,0,14.6,14,14.25,-110.31744,-99.58272,-149.93856
+21/11/2015,7.6,,22.8,8.6,9,4.4,,5.8,,0.2,-6.2,,,,0,11.6,10.4,12.35,-110.31744,-99.58272,-149.93856
+22/11/2015,15,,16.8,15,17.6,14.4,,14.6,,6,-6.2,,,,0,5.8,4.6,5.5,-104.801568,-94.603584,-142.441632
+23/11/2015,0.6,,0,0.8,0.6,0.2,,0,,0.8,-6.2,,,,0,5.35,3.8,4.5,-110.31744,-99.58272,-149.93856
+24/11/2015,0.2,,0.2,0.6,5.2,0.8,,0,,3,-6.2,,,,0,6,5.4,6.1,-110.31744,-99.58272,-149.93856
+25/11/2015,0,,0,0,0.2,0,,0,,0,-6.2,,,,0,4.5,3.35,3.45,-110.31744,-99.58272,-149.93856
+26/11/2015,3.8,,3.6,3,3,4,,3.8,,1.4,-6.2,,,,0,4.05,3.75,5.6,-110.31744,-99.58272,-149.93856
+27/11/2015,0,,0.2,0,0,0,,0,,0,-6.2,,,,0,5.4,4.95,4.9,-110.31744,-99.58272,-149.93856
+28/11/2015,0,,0,0,0,0,,0,,0,-6.2,,,,0,5.9,3.95,2.75,-110.31744,-99.58272,-149.93856
+29/11/2015,0,,0,0,0,0,,0,,0,-6.3,,,,0,9.7,8.35,7.65,-104.801568,-94.603584,-142.441632
+30/11/2015,0,,0,0,0,0.2,,0,,0,-6.3,,,,0,10.4,9.7,8.45,-110.31744,-99.58272,-149.93856
+01/12/2015,0,,0,0.2,0.2,0,,0,,0,-6.3,,,,0,11.3,10.2,9.9,-76.17045578,-80.11464724,-132.6577149
+02/12/2015,0.2,,0,0.2,0.2,0,,0.2,,0,-6.3,,,,0,10.55,8.25,7.9,-76.17045578,-80.11464724,-132.6577149
+03/12/2015,0,,0,0,0.2,0,,0,,0.2,-6.3,,,,0,8.65,7.8,6.95,-76.17045578,-80.11464724,-132.6577149
+04/12/2015,0,,0,0,0,0.2,,0,,0,-6.3,,,,0,8.15,6.4,5.15,-76.17045578,-80.11464724,-132.6577149
+05/12/2015,0,,0,0,0,0,,0,,0,-6.3,,,,0,9.95,9.05,8.2,-76.17045578,-80.11464724,-132.6577149
+06/12/2015,0,,0,0,0,0,,0,,0,-6.3,,,,0,8.75,7.85,6.5,-72.36193299,-76.10891488,-126.0248291
+07/12/2015,0,,0,0.2,0,0.2,,0,,0,-6.3,,,,0,9.55,8.7,7.65,-76.17045578,-80.11464724,-132.6577149
+08/12/2015,0,,0,0,0,0,,0.2,,0,-6.3,,,,0,10.4,9.9,8.9,-76.17045578,-80.11464724,-132.6577149
+09/12/2015,0,,0,0.2,0.2,0.2,,0,,0.2,-6.3,,,,0,10.2,8.45,6.75,-76.17045578,-80.11464724,-132.6577149
+10/12/2015,0.2,,0.2,0.2,0.2,0.2,,0,,0.2,-6.3,,,,0,8.55,7.4,6.75,-76.17045578,-80.11464724,-132.6577149
+11/12/2015,0,,0,0,0,0.2,,0,,0,-6.3,,,,0,8.8,6.9,4.9,-76.17045578,-80.11464724,-132.6577149
+12/12/2015,0,,0,0.2,0,0,,0,,0,-6.3,,,,0,9.85,8.75,6.5,-76.17045578,-80.11464724,-132.6577149
+13/12/2015,0,,0,0,0.2,0,,0,,0,-6.3,,,,0,9.75,8.65,7.65,-72.36193299,-76.10891488,-126.0248291
+14/12/2015,0.2,,0,0.2,0,0.2,,0,,0,-6.3,,,,0,8.25,7.25,5.7,-76.17045578,-80.11464724,-132.6577149
+15/12/2015,0,,0,0,0,0,,0,,0,-6.3,,,,0,8.75,9,4.2,-76.17045578,-80.11464724,-132.6577149
+16/12/2015,0.2,,0.4,0.4,0.2,0.4,,0.2,,0.2,-6.3,,,,0,10.35,9.5,8.3,-76.17045578,-80.11464724,-132.6577149
+17/12/2015,0.4,,0,0.2,0.2,0.2,,0,,0,-6.3,,,,0,10.8,8.65,7.4,-76.17045578,-80.11464724,-132.6577149
+18/12/2015,0,,0,0,0,0,,0,,0.2,-6.3,,,,0,8.8,7.85,5,-76.17045578,-80.11464724,-132.6577149
+19/12/2015,4,,2.4,1.4,0.6,3,,1,,0.6,-6.3,,,,0,10.9,10.35,8.95,-76.17045578,-80.11464724,-132.6577149
+20/12/2015,0.2,,0.2,0.2,0.2,0.4,,0.2,,0.2,-6.3,,,,0,10.25,8.45,4.85,-72.36193299,-76.10891488,-126.0248291
+21/12/2015,0.2,,0.2,0.6,0.4,0.4,,0,,0.2,,,,,0,8.8,6,3.65,-76.17045578,-80.11464724,-132.6577149
+22/12/2015,0.4,,0.2,0.2,0.4,0.4,,0.4,,0.2,,,,,0,11.1,10.7,8.55,-76.17045578,-80.11464724,-132.6577149
+23/12/2015,0.2,,0,0.4,0.4,0.2,,0.2,,0,,,,,0,9.75,6.75,9,-76.17045578,-80.11464724,-132.6577149
+24/12/2015,0,,0,0,0.2,0.2,,0,,0.2,,,,,0,11.2,9.9,9.5,-76.17045578,-80.11464724,-132.6577149
+25/12/2015,0.2,,0,0.4,0.2,0,,0.2,,0,-6.3,,,,0,9.75,7.2,7.7,-76.17045578,-80.11464724,-132.6577149
+26/12/2015,0.2,,0.4,0.4,0.4,0.4,,0,,0,-6.3,,,,0,10,7.9,4.5,-76.17045578,-80.11464724,-132.6577149
+27/12/2015,0.2,,0,0.2,0.2,0.4,,0,,0.4,-6.3,,,,0,9.35,8.15,4.5,-72.36193299,-76.10891488,-126.0248291
+28/12/2015,0.4,,0.2,0.2,0.4,0.4,,0.2,,0.2,-6.3,,,,0,8.35,5.95,2.05,-76.17045578,-80.11464724,-132.6577149
+29/12/2015,0,,0,0.4,0.2,0.2,,0,,0.2,-6.3,,,,0,9.75,8.75,7.15,-76.17045578,-80.11464724,-132.6577149
+30/12/2015,0,,0,0,0,0,,0,,0,-6.3,,,,0,6.8,6.65,6,-76.17045578,-80.11464724,-132.6577149
+31/12/2015,0,,0,0,0,0,,0,,0,-6.4,,,,0,3.9,4.1,3.05,-76.17045578,-80.11464724,-132.6577149
+01/01/2016,0,,0,0,0,0,,0,,0.4,-6.4,,,,0,6.65,5.95,6.5,-87.61524662,-97.23526951,-124.3316753
+02/01/2016,0.4,,0,0.2,1,0.2,,0,,0,-6.3,,,,0,9.5,8.25,7.1,-87.61524662,-97.23526951,-124.3316753
+03/01/2016,10.2,,7.2,7.6,22.2,13.6,,19.2,,8.6,-6.3,,,,0,7.35,6.85,7.15,-83.23448429,-92.37350604,-118.1150916
+04/01/2016,1.4,,1.6,0.6,0.6,1.4,,1.8,,0,-6.3,,,,0,7.65,7.05,7.95,-87.61524662,-97.23526951,-124.3316753
+05/01/2016,9,,8.2,5.8,5.6,9.2,,6,,1.2,-6.3,,,,0,9.95,9.2,9.05,-87.61524662,-97.23526951,-124.3316753
+06/01/2016,17.4,,17.6,19.8,17.4,19.2,,21.8,,7.2,-6.3,,,,0,6.75,5.5,4.95,-87.61524662,-97.23526951,-124.3316753
+07/01/2016,9,,7,6.6,5.2,4.8,,6,,3.6,-6.3,,,,0,7.2,5.05,5.05,-87.61524662,-97.23526951,-124.3316753
+08/01/2016,4.4,,4.4,3.2,2.4,4.6,,5.4,,0.4,-6.3,,,,0,12.15,11.15,8.55,-87.61524662,-97.23526951,-124.3316753
+09/01/2016,0,,0,0,0.2,0,,0,,0,-6.3,,,,0,13.1,11.9,9.8,-87.61524662,-97.23526951,-124.3316753
+10/01/2016,2.6,,0.8,3,7.6,3.8,,4.6,,1.6,-6.3,,,,0,12.75,11.85,11.6,-83.23448429,-92.37350604,-118.1150916
+11/01/2016,0,,0,0,0,0.8,,0,,0,-6.3,,,,0,12.25,11.2,13,-87.61524662,-97.23526951,-124.3316753
+12/01/2016,4.8,,14.2,5.6,8.6,9.2,,3.8,,2,-6.3,,,,0,9.35,9.95,9.2,-87.61524662,-97.23526951,-124.3316753
+13/01/2016,0.4,,27.8,0,0,0,,0.2,,0,-6.4,,,,0,7.9,7.35,6.2,-87.61524662,-97.23526951,-124.3316753
+14/01/2016,0.4,,0.2,0,0,0.2,,0,,0,-6.4,,,,0,7.1,6.45,3.95,-87.61524662,-97.23526951,-124.3316753
+15/01/2016,14.8,,7.8,0,17,16.2,,11.2,,6,-6.3,,,,0,5.95,5.15,5.25,-87.61524662,-97.23526951,-124.3316753
+16/01/2016,0,,0,0,0,0,,0,,0,-6.3,,,,0,3.15,3.6,3.25,-87.61524662,-97.23526951,-124.3316753
+17/01/2016,0,,0,0,0,0,,0,,0,-6.4,,,,0,2.55,1.05,1.05,-83.23448429,-92.37350604,-118.1150916
+18/01/2016,0,,0,0,0,0,,0.2,,0,-6.4,,,,0,0.65,-0.1,-0.4,-87.61524662,-97.23526951,-124.3316753
+19/01/2016,0,,0,0,0,0,,0,,0,-6.4,,,,0,1.9,0.7,1.4,-87.61524662,-97.23526951,-124.3316753
+20/01/2016,0,,0,0,0,0,,0,,0,-6.4,,,,0,0.2,-1.1,-2.4,-87.61524662,-97.23526951,-124.3316753
+21/01/2016,3,,2.4,2.6,2.4,2.4,,1.2,,0.2,-6.4,,,,0,3.85,3.65,3.75,-87.61524662,-97.23526951,-124.3316753
+22/01/2016,0,,0,0.2,0,0,,0,,0,-6.4,,,,0,3.85,2.85,3,-87.61524662,-97.23526951,-124.3316753
+23/01/2016,0,,0.4,0,0,0,,0,,0,-6.4,,,,0,5.05,4,1.8,-87.61524662,-97.23526951,-124.3316753
+24/01/2016,0,,0,0,0.2,0.2,,0,,0,-6.4,,,,0,6.5,6.25,3.35,-83.23448429,-92.37350604,-118.1150916
+25/01/2016,0.2,,0,0.2,0.2,0,,0,,0.2,-6.4,,,,0,8.3,7.45,5.25,-87.61524662,-97.23526951,-124.3316753
+26/01/2016,0,,0,0,0,0.2,,0,,0,-6.4,,,,0,9.4,9.1,8.3,-87.61524662,-97.23526951,-124.3316753
+27/01/2016,1.2,,0.4,2.4,1.4,0.8,,1,,0,-6.4,,,,0,9.8,9.35,9.35,-87.61524662,-97.23526951,-124.3316753
+28/01/2016,0.4,,0.4,0,0.2,0,,1,,0.2,,,,,0,10.25,10.05,9.75,-87.61524662,-97.23526951,-124.3316753
+29/01/2016,0,,0,0,0,0.2,,0,,0,,,,,0,11.05,10.2,10.05,-87.61524662,-97.23526951,-124.3316753
+30/01/2016,0,,0,0.2,0.2,0,,0,,0,,,,,0,10.2,9.85,9.05,-87.61524662,-97.23526951,-124.3316753
+31/01/2016,0,,0,0,0,0,,0,,0,,,,,0,11.1,11.05,9.25,-83.23448429,-92.37350604,-118.1150916
+01/02/2016,0,,0,0,0,0,,0,,0,,,,,0,12.9,12.15,11.2,-86.63218074,-86.08357669,-156.3675624
+02/02/2016,1,,0,0.4,0.6,0.8,,0.2,,0,,,,,0,11.25,10.05,7.55,-86.63218074,-86.08357669,-156.3675624
+03/02/2016,1.2,,0.2,0.8,2.6,2.2,,0,,0.2,,,,,0,8.25,7.6,9.1,-86.63218074,-86.08357669,-156.3675624
+04/02/2016,7.6,,4,4.8,1,2.8,,9.4,,0,,,,,0,7.3,6.1,4.8,-86.63218074,-86.08357669,-156.3675624
+05/02/2016,0,,0,0,0,0,,0,,0,,,,,0,9,7.85,5.65,-86.63218074,-86.08357669,-156.3675624
+06/02/2016,0.2,,0,0.2,0.2,0.2,,0,,0.4,,,,,0,8.45,7.2,5.05,-86.63218074,-86.08357669,-156.3675624
+07/02/2016,0.4,,0,0.2,0.4,0.4,,0,,0,,,,,0,9.8,9.4,8.1,-82.3005717,-81.77939786,-148.5491843
+08/02/2016,1.6,,4,3.2,13.4,1.4,,0.6,,0,,,,,0,11.15,10.35,10.9,-86.63218074,-86.08357669,-156.3675624
+09/02/2016,0.2,,0,0,0,0,,0,,0,,,,,0,11.15,9.75,8.95,-86.63218074,-86.08357669,-156.3675624
+10/02/2016,10,,85.4,15.2,29.2,8.8,,8.2,,0,,,,,0,8.85,7.85,8.25,-86.63218074,-86.08357669,-156.3675624
+11/02/2016,1.6,,22.6,2,2.6,1.6,,1.6,,0,,,,,0,8.25,7.1,8.05,-86.63218074,-86.08357669,-156.3675624
+12/02/2016,4.4,,5.4,2,1.4,3.4,,1.8,,0.2,,,,,0,7.6,8.95,8.95,-86.63218074,-86.08357669,-156.3675624
+13/02/2016,9,,6.4,12,13,8,,7.8,,5.6,,,,,0,8.5,9.1,9.3,-86.63218074,-86.08357669,-156.3675624
+14/02/2016,14.4,,10.4,14.4,18.2,12.6,,11,,10.4,,,,,0,10.5,10.55,9.9,-82.3005717,-81.77939786,-148.5491843
+15/02/2016,8.2,,6.4,5.8,7.8,7.4,,3.6,,11.8,,,,,0,7.1,7.3,7.45,-86.63218074,-86.08357669,-156.3675624
+16/02/2016,49.2,,38.6,44.8,44.6,45.2,,38,,34.2,,,,,0,9.05,9.2,9.75,-86.63218074,-86.08357669,-156.3675624
+17/02/2016,23,,19.2,23,24,24.4,,21.4,,15.2,,,,,0,7.55,7.4,8.5,-86.63218074,-86.08357669,-156.3675624
+18/02/2016,6.2,,7.4,3.2,7.4,5.6,,8,,5.2,,,,,0,6.6,6.55,6.85,-86.63218074,-86.08357669,-156.3675624
+19/02/2016,0.8,,1.2,1,1,0.4,,0.4,,0.4,,,,,0,7.65,8,6.9,-86.63218074,-86.08357669,-156.3675624
+20/02/2016,0.6,,0.6,1.8,0.6,0.2,,0.2,,0,,,,,0,6.7,5.95,7.2,-86.63218074,-86.08357669,-156.3675624
+21/02/2016,0,,0.2,0.2,0.2,0,,0,,0,,,,,0,10.15,9.5,9.05,-82.3005717,-81.77939786,-148.5491843
+22/02/2016,0.2,,0,0,0,0.2,,0,,0,,,,,0,11.1,10.2,8.5,-86.63218074,-86.08357669,-156.3675624
+23/02/2016,0.4,,0,0,0.2,0,,0.6,,0,,,,,0,10.8,10.05,10.25,-86.63218074,-86.08357669,-156.3675624
+24/02/2016,0.6,,0.2,0,0.8,0.4,,2,,3,,,,,0,10.75,10.35,9.65,-86.63218074,-86.08357669,-156.3675624
+25/02/2016,0,,0,0,0,0.2,,0,,0,,,,,0,9.75,8.75,9.4,-86.63218074,-86.08357669,-156.3675624
+26/02/2016,11,,7,9.2,10.2,8.6,,13.4,,6,,,,,0,8.7,8.45,9.35,-86.63218074,-86.08357669,-156.3675624
+27/02/2016,8.8,,5.8,12,9.6,20,,6.6,,14.8,,,,,0,8.9,7.95,9.05,-86.63218074,-86.08357669,-156.3675624
+28/02/2016,33.8,,34,44.8,41.4,32.8,,32,,30.2,,,,,0,9.05,8.6,9.95,-82.3005717,-81.77939786,-148.5491843
+29/02/2016,30,,35,29.6,33,25.6,,26.8,,18,,,,,0,8,6.95,8.85,-86.63218074,-86.08357669,-156.3675624
+01/03/2016,10,,11,11.6,13.8,6.2,,13.2,,4.4,,,,,0,8.6,7.9,7.3,-116.3918585,-112.3838335,-37.01264516
+02/03/2016,0,,0,0,0.2,0,,0,,0.2,,,,,0,10.5,9.1,8.05,-116.3918585,-112.3838335,-37.01264516
+03/03/2016,7.2,,2,7.8,4.6,7.2,,3.2,,0.8,,,,,0,6.9,6.5,5.95,-116.3918585,-112.3838335,-37.01264516
+04/03/2016,0,,0.2,0,0,0,,0,,0,,,,,0,6.5,5.75,6.3,-116.3918585,-112.3838335,-37.01264516
+05/03/2016,0,,0,0,0,0,,0,,0,,,,,0,9.2,8.4,7.45,-116.3918585,-112.3838335,-37.01264516
+06/03/2016,11.4,,13,11.2,15.4,11,,12.8,,13,,,,,0,7.25,7.5,6.65,-110.5722656,-106.7646418,-35.1620129
+07/03/2016,5.8,,5,3.4,0.6,7.6,,6.6,,7.6,,,,,0,5.5,5.85,4.9,-116.3918585,-112.3838335,-37.01264516
+08/03/2016,3.8,,3.4,4.6,0.6,5.4,,1.8,,6,,,,,0,5.9,4.25,5.2,-116.3918585,-112.3838335,-37.01264516
+09/03/2016,10.4,,5.6,3.8,9,9.4,,5,,16.2,,,,,0,4.6,4.15,5.3,-116.3918585,-112.3838335,-37.01264516
+10/03/2016,2.4,,0.6,2.6,1.4,1.2,,2.6,,1.6,,,,,0,7.55,7.55,7.4,-116.3918585,-112.3838335,-37.01264516
+11/03/2016,2.4,,1.8,2.2,2.2,1.6,,1.8,,1.8,,,,,0,8.05,8.1,8.45,-116.3918585,-112.3838335,-37.01264516
+12/03/2016,0,,0,0,0,0,,0,,0,,,,,0,8.3,8.8,8.05,-116.3918585,-112.3838335,-37.01264516
+13/03/2016,0,,0,0,0,0,,0,,0,,,,,0,7.7,8.35,8.8,-110.5722656,-106.7646418,-35.1620129
+14/03/2016,0,,0,0,0,0,,0,,0,,,,,0,8.1,8.25,6.6,-116.3918585,-112.3838335,-37.01264516
+15/03/2016,0,,0,0,0,0,,0,,0,,,,,0,7.8,7.35,6,-116.3918585,-112.3838335,-37.01264516
+16/03/2016,0.2,,0,0,0,0,,0,,0,,,,,0,7.65,6.85,7.7,-116.3918585,-112.3838335,-37.01264516
+17/03/2016,1.8,,0.6,1.6,4,1.2,,0.2,,0.4,,,,,0,8.05,9.2,8,-116.3918585,-112.3838335,-37.01264516
+18/03/2016,0,,0,0,0,0,,0,,0,,,,,0,10.6,9,8.8,-116.3918585,-112.3838335,-37.01264516
+19/03/2016,0,,0,0,0.2,0,,0,,0,,,,,0,10.85,10.15,8.75,-116.3918585,-112.3838335,-37.01264516
+20/03/2016,0.2,,0,0,0,0.2,,0,,0,,,,,0,9.15,9.05,8.15,-110.5722656,-106.7646418,-35.1620129
+21/03/2016,0.8,,0.2,0,0.2,0.6,,1,,0.4,,,,,0,12.65,12.5,13.05,-116.3918585,-112.3838335,-37.01264516
+22/03/2016,0,,0.2,0,0,0,,0.2,,0,,,,,0,12.3,12.4,11.05,-116.3918585,-112.3838335,-37.01264516
+23/03/2016,0,,0,0,0.6,0,,0,,0,,,,,0,7,7.05,9.25,-116.3918585,-112.3838335,-37.01264516
+24/03/2016,0,,0,0,0,0,,0,,0,,,,,0,8.8,8.75,7.65,-116.3918585,-112.3838335,-37.01264516
+25/03/2016,0,,0,0,0,0,,0,,0,,,,,0,10.15,7.35,6.95,-116.3918585,-112.3838335,-37.01264516
+26/03/2016,0,,0,0,0,0,,0,,0,,,,,0,11.35,10,10.25,-116.3918585,-112.3838335,-37.01264516
+27/03/2016,0,,0,0,0,0,,0,,0.6,,,,,0,10.65,9.85,9.05,-110.5722656,-106.7646418,-35.1620129
+28/03/2016,2.6,,2.2,3.6,3.4,6,,2.6,,2.8,,,,,0,11.85,11.8,11.9,-116.3918585,-112.3838335,-37.01264516
+29/03/2016,2.8,,1.8,2,3.4,3.8,,3,,0.6,,,,,0,12.4,11.75,10.9,-116.3918585,-112.3838335,-37.01264516
+30/03/2016,0,,0,0,0,0.2,,0,,0.2,,,,,0,14.1,13.35,12.3,-116.3918585,-112.3838335,-37.01264516
+31/03/2016,0,,0,0,0,0,,0,,0,,,,,0,13.55,12.85,12.5,-116.3918585,-112.3838335,-37.01264516
+01/04/2016,0,,0,0,0,0,,0,,0,,,,,0,16.55,15.2,14.3,-108.78336,-110.85408,-118.18752
+02/04/2016,0,,0,0,0,0,,0,,0,,,,,0,16.95,15.65,15,-108.78336,-110.85408,-118.18752
+03/04/2016,0,,0,0,0,0,,0,,0,,,,,0,16.55,15.45,14.1,-103.344192,-105.311376,-112.278144
+04/04/2016,0,,0,0,0,0,,0,,0,,,,,0,17,16.7,15.1,-108.78336,-110.85408,-118.18752
+05/04/2016,0,,0,0,0,0,,0,,0,,,,,0,16.5,16.95,14.8,-108.78336,-110.85408,-118.18752
+06/04/2016,0,,0,0,0,0,,0,,0,,,,,0,18.85,17.2,16,-108.78336,-110.85408,-118.18752
+07/04/2016,0,,0,0,0,0,,0,,0,,,,,0,19,16.95,15.6,-108.78336,-110.85408,-118.18752
+08/04/2016,1.6,,0.4,0.6,1.6,1.8,,0.8,,1.2,,,,,0,13.25,11.45,11.55,-108.78336,-110.85408,-118.18752
+09/04/2016,1.2,,0.2,0.6,3.6,1.4,,1,,2.8,,,,,0,8.95,9.35,9.75,-108.78336,-110.85408,-118.18752
+10/04/2016,0.2,,1.6,1.8,0.8,1,,0.8,,0,,,,,0,11.9,11.4,12.2,-103.344192,-105.311376,-112.278144
+11/04/2016,0.2,,0,0,0,0,,0,,0,,,,,0,13.5,12.5,11.7,-108.78336,-110.85408,-118.18752
+12/04/2016,0,,0,0,0,0,,0,,0.2,,,,,0,14.55,14.2,12.7,-108.78336,-110.85408,-118.18752
+13/04/2016,0,,0,0,0,0,,0,,0,,,,,0,15.4,14.95,15.15,-108.78336,-110.85408,-118.18752
+14/04/2016,0,,0,0,0,0,,0,,0,,,,,0,13.4,13.5,12.95,-108.78336,-110.85408,-118.18752
+15/04/2016,0,,0,0,0,0,,0,,0,,,,,0,14.75,13,12.05,-108.78336,-110.85408,-118.18752
+16/04/2016,0,,0,0,0,0,,0,,0,,,,,0,13.85,13.15,12.25,-108.78336,-110.85408,-118.18752
+17/04/2016,0,,0,0,0,0,,0,,0,,,,,0,16,16.3,15.2,-103.344192,-105.311376,-112.278144
+18/04/2016,0,,0,0,0,0,,0,,0,,,,,0,14.1,13.95,12.95,-108.78336,-110.85408,-118.18752
+19/04/2016,0,,0,0,0,0,,0,,0,,,,,0,13.7,13.25,12.5,-108.78336,-110.85408,-118.18752
+20/04/2016,0,,0,0,0,0,,0,,0,,,,,0,15.3,14.75,13.05,-108.78336,-110.85408,-118.18752
+21/04/2016,0,,0,0,0,0,,0,,0,-6.2,,,,0,15.9,14.25,12.05,-108.78336,-110.85408,-118.18752
+22/04/2016,0,,0,0,0,0,,0,,0,-6.2,,,,0,14.9,14.2,14.15,-108.78336,-110.85408,-118.18752
+23/04/2016,3.4,,2,3,3.2,1.4,,2.8,,8,-6.2,,,,0,13.25,12.3,13.45,-108.78336,-110.85408,-118.18752
+24/04/2016,36.6,,27.4,17.8,19.8,40.4,,74.2,,42.8,-6.2,,,,0,11.55,11.2,12.75,-103.344192,-105.311376,-112.278144
+25/04/2016,29.2,,19,15,18.4,27.2,,15.6,,13.2,-6.2,,,,0,8.85,8.5,8.45,-108.78336,-110.85408,-118.18752
+26/04/2016,0,,0,0,0,0,,0,,0.2,-6.2,,,,0,10.25,10.1,8.8,-108.78336,-110.85408,-118.18752
+27/04/2016,0,,0,0,0,0,,0,,0,-6.2,,,,0,12.25,12.4,12.05,-108.78336,-110.85408,-118.18752
+28/04/2016,0.6,,0,1.6,1.4,0.2,,0,,0.2,-6.2,,,,0,11.15,10.35,11.6,-108.78336,-110.85408,-118.18752
+29/04/2016,1.2,,0.6,2,4.6,3.4,,0.4,,4.2,-6.2,,,,0,14.35,13.7,14.65,-108.78336,-110.85408,-118.18752
+30/04/2016,0,,0,0,0,0,,0,,0,-6.2,,,,0,15.05,13.55,13.15,-108.78336,-110.85408,-118.18752
+01/05/2016,7.4,,7,5.4,8.8,7.2,,8,,15.2,,,,,0,11.85,12.05,14,-116.8738914,-117.1566019,-92.60178481
+02/05/2016,23.8,,20.6,12.2,17.2,25.6,,26.4,,29,,,,,0,11.5,11.55,13.25,-123.0251488,-123.3227388,-97.47556296
+03/05/2016,4.4,,3.2,4,6.8,4.6,,4.2,,7,,,,,0,15.85,15.4,16.55,-123.0251488,-123.3227388,-97.47556296
+04/05/2016,1.2,,4.8,0.6,0,0,,1.6,,0.8,,,,,0,14.9,14.25,15.25,-123.0251488,-123.3227388,-97.47556296
+05/05/2016,0,,0,0,0,0,,0,,0,,,,,0,14.45,13.5,12.95,-123.0251488,-123.3227388,-97.47556296
+06/05/2016,6,,2,3.8,0,0.2,,1.4,,0,,,,,0,14.15,13.3,13.9,-123.0251488,-123.3227388,-97.47556296
+07/05/2016,0,,0,0,0,0,,0,,0.2,,,,,0,15.45,14.1,14.75,-123.0251488,-123.3227388,-97.47556296
+08/05/2016,0,,0,0,0,0,,0,,1.4,,,,,0,15.15,14.1,16.25,-116.8738914,-117.1566019,-92.60178481
+09/05/2016,0,,0,0,0,0,,0,,0,-6.2,,,,0,17.05,16.05,17.85,-123.0251488,-123.3227388,-97.47556296
+10/05/2016,0,,0,0,0,0,,0,,0,-6.2,,,,0,17.3,16.15,17.95,-123.0251488,-123.3227388,-97.47556296
+11/05/2016,0,,0.4,0,0,0.2,,0,,0,-6.2,,,,0,16.35,16.15,17.05,-123.0251488,-123.3227388,-97.47556296
+12/05/2016,10,,4.2,17.2,5.4,17.4,,3,,5,-6.2,,,,0,14.25,14.05,14.8,-123.0251488,-123.3227388,-97.47556296
+13/05/2016,0.4,,0,0.2,0.6,0.4,,0,,1.6,-6.2,,,,0,15.7,15.1,14.9,-123.0251488,-123.3227388,-97.47556296
+14/05/2016,0.8,,0.4,1,5.4,1.2,,2,,3.2,-6.2,,,,0,16.5,15.15,16.95,-123.0251488,-123.3227388,-97.47556296
+15/05/2016,0.6,,2.6,6.8,5.8,0.6,,2.2,,0.2,-6.2,,,,0,15.7,14.85,15.9,-116.8738914,-117.1566019,-92.60178481
+16/05/2016,1.8,,0,0.2,5.2,1.8,,6.2,,0.8,-6.2,,,,0,15.05,13.6,14.65,-123.0251488,-123.3227388,-97.47556296
+17/05/2016,16.6,,23.4,18,15.4,17.6,,8.8,,11.2,-6.2,,,,0,14.65,14,14.3,-123.0251488,-123.3227388,-97.47556296
+18/05/2016,0,,0.2,0.8,0,0.2,,0,,0.2,-6.2,,,,0,14.5,13.4,13.65,-123.0251488,-123.3227388,-97.47556296
+19/05/2016,0,,0,0,0.2,0,,0,,0.2,-6.2,,,,0,12.85,12.5,12.8,-123.0251488,-123.3227388,-97.47556296
+20/05/2016,6,,13.6,4.6,14.6,17.2,,10.2,,23,-6.2,,,,0,14.35,13.95,15.1,-123.0251488,-123.3227388,-97.47556296
+21/05/2016,0,,0,0,0,0,,0,,0,,,,,0,18.15,16.55,16.05,-123.0251488,-123.3227388,-97.47556296
+22/05/2016,0,,0,0,0,0,,0,,0,,,,,0,19.1,18.55,17.15,-116.8738914,-117.1566019,-92.60178481
+23/05/2016,0,,0,0,0,0,,0,,0,,,,,0,14.05,13.65,14.55,-123.0251488,-123.3227388,-97.47556296
+24/05/2016,12.2,,9.6,8,1.8,4.4,,4,,4.8,,,,,0,14.2,14.25,14.4,-123.0251488,-123.3227388,-97.47556296
+25/05/2016,0,,0,0,0,0,,0,,0,,,,,0,15.55,14.65,15.1,-123.0251488,-123.3227388,-97.47556296
+26/05/2016,0,,0,0,0,0,,0,,0,,,,,0,17.35,16.65,16.15,-123.0251488,-123.3227388,-97.47556296
+27/05/2016,0,,0,0,0,0,,0,,0,,,,,0,20,18.5,18.9,-123.0251488,-123.3227388,-97.47556296
+28/05/2016,0,,0,0,0,0,,0,,0,,,,,0,21.5,19.8,19.15,-123.0251488,-123.3227388,-97.47556296
+29/05/2016,0,,0.6,0.6,0.8,2.4,,0.4,,0.2,,,,,0,17.15,16.85,18.05,-116.8738914,-117.1566019,-92.60178481
+30/05/2016,5.4,,6.2,4,3.8,5.2,,5.6,,1.8,,,,,0,16.55,16.8,16.8,-123.0251488,-123.3227388,-97.47556296
+31/05/2016,0,,0,0,0,0,,0,,0,,,,,0,17.05,16.7,15.85,-123.0251488,-123.3227388,-97.47556296
+01/06/2016,0,,0,0,1.2,0,,0.2,,0,,,,,0,16.35,15.4,16.7,-128.3568,-121.80672,-137.66784
+02/06/2016,14.2,,9.2,7.2,14.2,11.4,,15.2,,12,,,,,0,14.95,14.65,15.25,-128.3568,-121.80672,-137.66784
+03/06/2016,9.6,,5,1.2,26.8,4.2,,2.4,,17.6,,,,,0,17.05,15.7,16.35,-128.3568,-121.80672,-137.66784
+04/06/2016,5.4,,13.6,1.4,6.2,0.2,,3.6,,7,,,,,0,17.85,17.15,17.7,-128.3568,-121.80672,-137.66784
+05/06/2016,13.2,,0.8,5,14.6,5.4,,2.8,,3.2,,,,,0,18.1,17.45,17.45,-121.93896,-115.716384,-130.784448
+06/06/2016,0,,0,0,5,3,,0,,0.4,,,,,0,17.85,17.65,17.35,-128.3568,-121.80672,-137.66784
+07/06/2016,0,,0,0,13.8,0.2,,0.6,,8.6,,,,,0,19.95,19.2,18.7,-128.3568,-121.80672,-137.66784
+08/06/2016,0,,0.2,0,0,0,,0,,0.4,,,,,0,20.05,18.25,19.45,-128.3568,-121.80672,-137.66784
+09/06/2016,14,,0.2,1.2,4.2,36,,0.8,,4,,,,,0,18.3,17.9,19.1,-128.3568,-121.80672,-137.66784
+10/06/2016,1.2,,2,0.4,3.2,0.6,,2.6,,12.2,,,,,0,18.45,18.6,19.7,-128.3568,-121.80672,-137.66784
+11/06/2016,0,,1,0,0.2,0,,0,,0,,,,,0,18.95,18.35,18.95,-128.3568,-121.80672,-137.66784
+12/06/2016,0,,0,0.2,1.4,0,,0.2,,2.8,,,,,0,18.75,19.05,19.45,-121.93896,-115.716384,-130.784448
+13/06/2016,7.6,,6.2,0,0.2,4.2,,19.6,,5.2,,,,,0,19.25,19.1,19.5,-128.3568,-121.80672,-137.66784
+14/06/2016,0,,0,0,0,0.2,,1.2,,0,,,,,0,18.5,18.45,17.45,-128.3568,-121.80672,-137.66784
+15/06/2016,0.8,,0,0,0,0.2,,0.8,,0,,,,,0,19.25,19.15,17.4,-128.3568,-121.80672,-137.66784
+16/06/2016,0,,0,0,0,0,,0,,0,,,,,0,23.3,21.6,20.9,-128.3568,-121.80672,-137.66784
+17/06/2016,1.6,,0.8,0.6,5.2,1.6,,0.8,,11.6,,,,,0,18.7,17.75,18.05,-128.3568,-121.80672,-137.66784
+18/06/2016,0,,0,0,0,0,,0,,0,,,,,0,18.7,17.1,16.65,-128.3568,-121.80672,-137.66784
+19/06/2016,1,,1.8,1,0,0.2,,1,,0,,,,,0,17.2,17,18.35,-121.93896,-115.716384,-130.784448
+20/06/2016,3.2,,2.8,7.8,30.6,13.4,,4.6,,12,,,,,0,17,16.2,17.2,-128.3568,-121.80672,-137.66784
+21/06/2016,0,,0,0,0.2,0.2,,0.2,,0.2,,,,,0,20.65,19.25,19.2,-128.3568,-121.80672,-137.66784
+22/06/2016,0,,0,0,0,0,,0,,0,,,,,0,23.1,20.6,20.3,-128.3568,-121.80672,-137.66784
+23/06/2016,0,,0,0,0,0,,0,,0,,,,,0,25.85,23.45,22.35,-128.3568,-121.80672,-137.66784
+24/06/2016,0,,0,0,0,0,,0,,0,,,,,0,26.7,24.95,24.15,-128.3568,-121.80672,-137.66784
+25/06/2016,0,,0,0,0,0,,0,,0,,,,,0,25.5,24.6,24,-128.3568,-121.80672,-137.66784
+26/06/2016,0,,0,0,0,0,,0,,0,,,,,0,23.95,23.4,22.2,-121.93896,-115.716384,-130.784448
+27/06/2016,0,,0,0,0,0,,0,,0,,,,,0,21.85,21.1,20.35,-128.3568,-121.80672,-137.66784
+28/06/2016,0,,0,0,0,0,,0.2,,0,,,,,0,22.1,21.4,20.95,-128.3568,-121.80672,-137.66784
+29/06/2016,0,,0,0,0,0,,0,,0,,,,,0,23.55,21.85,21.6,-128.3568,-121.80672,-137.66784
+30/06/2016,0,,0,0,0,0,,0,,0,,,,,0,23.3,22.4,21.7,-128.3568,-121.80672,-137.66784
+01/07/2016,0,,0,0,0,0,,0,,0,,,,,0,23.9,21.9,21.8,-163.3535401,-154.1759001,-136.9282664
+02/07/2016,0,,0,0,0,0,,0,,0,,,,,0,23.95,22.65,22.2,-163.3535401,-154.1759001,-136.9282664
+03/07/2016,0,,0,0,0,0,,0,,0,,,,,0,24.25,22.9,22.45,-155.1858631,-146.4671051,-130.0818531
+04/07/2016,0,,0,0,0,0,,0,,0,,,,,0,25.15,22.45,21.6,-163.3535401,-154.1759001,-136.9282664
+05/07/2016,0,,0,0,0,0,,0,,0,,,,,0,26.55,23.9,24,-163.3535401,-154.1759001,-136.9282664
+06/07/2016,0,,0,0,0,0,,0,,0,,,,,0,25.75,24.3,24.35,-163.3535401,-154.1759001,-136.9282664
+07/07/2016,0,,0,0,2.4,0,,0,,0,,,,,0,26.25,24.35,24.75,-163.3535401,-154.1759001,-136.9282664
+08/07/2016,0,,0,3.2,0,0,,0,,0,,,,,0,25.5,23.7,22.8,-163.3535401,-154.1759001,-136.9282664
+09/07/2016,0,,0,0,0,0,,0,,0,,,,,0,25,23.45,23.65,-163.3535401,-154.1759001,-136.9282664
+10/07/2016,0,,0,0,0,0,,0,,0,,,,,0,27.1,24.6,24.25,-155.1858631,-146.4671051,-130.0818531
+11/07/2016,0,,0,0,0,0,,0,,0,,,,,0,28,25.05,24.85,-163.3535401,-154.1759001,-136.9282664
+12/07/2016,0,,0,0,0,0,,0,,0,,,,,0,26.35,24.8,23.65,-163.3535401,-154.1759001,-136.9282664
+13/07/2016,0,,0,0,0.4,0,,0,,0,,,,,0,24.35,23.7,22.95,-163.3535401,-154.1759001,-136.9282664
+14/07/2016,0.2,,0.6,1.2,15.6,0.4,,0,,8,,,,,0,20.65,19.45,19.8,-163.3535401,-154.1759001,-136.9282664
+15/07/2016,0.4,,0.4,0.2,0,0,,0.4,,0,,,,,0,18.35,17.85,17.8,-163.3535401,-154.1759001,-136.9282664
+16/07/2016,0,,0.2,0,0,0,,0,,1.2,,,,,0,21.35,18.7,18.35,-163.3535401,-154.1759001,-136.9282664
+17/07/2016,0,,0,0,0,0,,0,,0,,,,,0,20.5,18.55,18.4,-155.1858631,-146.4671051,-130.0818531
+18/07/2016,0,,0,0,0,0,,0,,0,,,,,0,22.95,21.55,20.3,-163.3535401,-154.1759001,-136.9282664
+19/07/2016,0,,0,0,0,0,,0,,0,,,,,0,24.2,22.35,21.6,-163.3535401,-154.1759001,-136.9282664
+20/07/2016,0,,0,0,0,0,,0,,0,,,,,0,24.6,23.6,22.9,-163.3535401,-154.1759001,-136.9282664
+21/07/2016,0,,0,0,0,0,,0,,0,,,,,0,24.6,22.9,20.75,-163.3535401,-154.1759001,-136.9282664
+22/07/2016,0,,0,0,0,0,,0,,0,,,,,0,26.15,23.3,21.55,-163.3535401,-154.1759001,-136.9282664
+23/07/2016,1,,1.2,0.4,0.4,0.2,,0.6,,0,,,,,0,25,23.85,22.65,-163.3535401,-154.1759001,-136.9282664
+24/07/2016,0,,0,0.2,0,0.2,,0.4,,0,,,,,0,24.3,23,23.75,-155.1858631,-146.4671051,-130.0818531
+25/07/2016,3,,9.6,36.2,25.2,5,,11.4,,0,,,,,0,23.65,23.6,24.3,-163.3535401,-154.1759001,-136.9282664
+26/07/2016,0.4,,0.2,0,0,4.8,,0.4,,0,,,,,0,25.35,24.25,24.1,-163.3535401,-154.1759001,-136.9282664
+27/07/2016,0,,0.4,0,0,0,,1.6,,0,,,,,0,25.65,24.7,24.3,-163.3535401,-154.1759001,-136.9282664
+28/07/2016,0.2,,1,0.2,0,0,,18.4,,0,,,,,0,24.65,23.35,23.75,-163.3535401,-154.1759001,-136.9282664
+29/07/2016,0,,0,0,0.2,0,,0,,0,,,,,0,24.75,23.45,23.6,-163.3535401,-154.1759001,-136.9282664
+30/07/2016,0,,0,0,0,0,,0,,0,,,,,0,24.8,23.75,23.15,-163.3535401,-154.1759001,-136.9282664
+31/07/2016,0,,0,0,0,0,,0,,0,,,,,0,25.15,23.8,23.55,-155.1858631,-146.4671051,-130.0818531
+01/08/2016,0,,0,0.6,0,0,,0,,0,,,,,0,24,22.7,23.45,-139.1579438,-139.3917003,-158.8276545
+02/08/2016,0,,0.6,3,8.8,0,,12.8,,0,,,,,0,24.3,23.2,23.45,-139.1579438,-139.3917003,-158.8276545
+03/08/2016,0,,0,0,0,0,,0,,0,,,,,0,25.9,24.35,24.5,-139.1579438,-139.3917003,-158.8276545
+04/08/2016,0,,0,0,0,0,,0,,0,,,,,0,26.25,25.15,24.85,-139.1579438,-139.3917003,-158.8276545
+05/08/2016,0,,0,0,0,0,,0,,0,,,,,0,23.35,22.55,22.4,-139.1579438,-139.3917003,-158.8276545
+06/08/2016,0.4,,0,0,1.2,0,,0.2,,5.8,,,,,0,22,20.05,21.2,-139.1579438,-139.3917003,-158.8276545
+07/08/2016,0,,0,0.4,0,0,,0,,0,,,,,0,22.85,21.5,20.55,-132.2000466,-132.4221153,-150.8862718
+08/08/2016,0,,0,0,0,0,,0,,0,,,,,0,23.65,22.2,21.85,-139.1579438,-139.3917003,-158.8276545
+09/08/2016,0,,0,0,0,0,,0,,0,,,,,0,25.2,22.75,21.9,-139.1579438,-139.3917003,-158.8276545
+10/08/2016,0,,0,0,0,0,,0,,0,,,,,0,23.05,20.9,20.25,-139.1579438,-139.3917003,-158.8276545
+11/08/2016,0,,0,0,47.4,0,,0,,20.2,,,,,0,20.5,19.35,18.25,-139.1579438,-139.3917003,-158.8276545
+12/08/2016,0,,0,0,0,0,,0,,0.2,,,,,0,20.25,17.2,17.65,-139.1579438,-139.3917003,-158.8276545
+13/08/2016,0,,0,0,0,0,,0,,0,,,,,0,23.2,19.4,19.15,-139.1579438,-139.3917003,-158.8276545
+14/08/2016,0,,0,0,0,0,,0,,0,,,,,0,25.55,23.1,21.5,-132.2000466,-132.4221153,-150.8862718
+15/08/2016,0,,0,0,0,0,,0,,0,,,,,0,24.5,22.85,22.5,-139.1579438,-139.3917003,-158.8276545
+16/08/2016,0,,0,0,0,0,,0,,0,,,,,0,23.05,21.85,21.55,-139.1579438,-139.3917003,-158.8276545
+17/08/2016,0,,0,0,0,0,,0,,0,,,,,0,22.45,21.25,20.8,-139.1579438,-139.3917003,-158.8276545
+18/08/2016,0,,0,0,0,0,,0,,0,,,,,0,22.65,21.35,22.45,-139.1579438,-139.3917003,-158.8276545
+19/08/2016,1.4,,0,7.2,0,0.2,,0,,7.2,,,,,0,23.55,22.55,23.1,-139.1579438,-139.3917003,-158.8276545
+20/08/2016,0,,0,0,0,0,,0,,0.2,,,,,0,25.1,23.05,24.1,-139.1579438,-139.3917003,-158.8276545
+21/08/2016,0,,0,0,0,0,,0,,0,,,,,0,24.35,22.4,23.55,-132.2000466,-132.4221153,-150.8862718
+22/08/2016,0,,0,0,0,0,,0,,2.2,,,,,0,22.65,21,21.4,-139.1579438,-139.3917003,-158.8276545
+23/08/2016,0,,0,0,0,0,,0,,0,,,,,0,22.2,20.9,20.75,-139.1579438,-139.3917003,-158.8276545
+24/08/2016,0,,0,0,0,0,,0,,0,,,,,0,24.4,23.1,23.4,-139.1579438,-139.3917003,-158.8276545
+25/08/2016,0,,0,0,0,0,,0,,0,,,,,0,24.8,23.85,22.45,-139.1579438,-139.3917003,-158.8276545
+26/08/2016,0,,0,0,0,0,,0,,0,,,,,0,24.45,22.6,22,-139.1579438,-139.3917003,-158.8276545
+27/08/2016,0,,0,0,0,0,,0,,0,,,,,0,25.65,22.65,22.9,-139.1579438,-139.3917003,-158.8276545
+28/08/2016,0,,0,0,0,0,,0,,0,,,,,0,24.2,22.65,22.35,-132.2000466,-132.4221153,-150.8862718
+29/08/2016,0,,0,0,0,0,,0,,0,,,,,0,23.85,23.2,22.75,-139.1579438,-139.3917003,-158.8276545
+30/08/2016,0,,0,0,0,0,,0,,0,,,,,0,25.05,22.75,24.1,-139.1579438,-139.3917003,-158.8276545
+31/08/2016,46.6,,24.4,16,38.8,56.4,,18.6,,17,,,,,0,22.95,21.4,22.6,-139.1579438,-139.3917003,-158.8276545
+01/09/2016,21.2,,24.8,5.6,6,30.8,,1.2,,59,,,,,0,23.05,21.15,22.1,-80.08032,-170.31936,-189.1344
+02/09/2016,0,,0,0,0,0,,0,,0.2,,,,,0,25.25,23.05,23.3,-80.08032,-170.31936,-189.1344
+03/09/2016,0,,0,0,0,0,,0,,0,,,,,0,23.95,22.85,23.35,-80.08032,-170.31936,-189.1344
+04/09/2016,0,,0,0,0,0,,0,,0,,,,,0,22.75,21.75,22.1,-76.076304,-161.803392,-179.67768
+05/09/2016,0,,0,0,0,0,,0,,0,,,,,0,23.35,21.6,23.5,-80.08032,-170.31936,-189.1344
+06/09/2016,0.2,,2.2,0,3.8,7.4,,0.2,,5.6,,,,,0,20.4,19.5,19.15,-80.08032,-170.31936,-189.1344
+07/09/2016,0.6,,2,0.2,0.4,0.2,,1,,0,,,,,0,18.15,18.5,20.45,-80.08032,-170.31936,-189.1344
+08/09/2016,0,,0,0,0,0,,0,,0,,,,,0,21.8,22,22.15,-80.08032,-170.31936,-189.1344
+09/09/2016,0,,0,0,0,0,,0,,0,,,,,0,22.8,20.7,20.55,-80.08032,-170.31936,-189.1344
+10/09/2016,0,,0,0,0,0,,0,,0,,,,,0,23.8,22.05,21.7,-80.08032,-170.31936,-189.1344
+11/09/2016,0,,0.4,1,0,0,,0,,0,,,,,0,23.05,20.9,21.05,-76.076304,-161.803392,-179.67768
+12/09/2016,3,,0,0.8,0,0.4,,0,,1.4,,,,,0,23.3,21.6,21.65,-80.08032,-170.31936,-189.1344
+13/09/2016,1,,0.2,0.4,0.6,0,,0.2,,0,,,,,0,23.9,21.8,22.25,-80.08032,-170.31936,-189.1344
+14/09/2016,0.2,,0.2,0.2,0,0,,0.2,,0,,,,,0,22.7,21,21.4,-80.08032,-170.31936,-189.1344
+15/09/2016,0,,0,0,0,0,,0.8,,0,,,,,0,20.55,20.05,20.35,-80.08032,-170.31936,-189.1344
+16/09/2016,2.2,,4.8,1.6,12.2,2,,0.2,,1.2,,,,,0,18.55,18.55,19.85,-80.08032,-170.31936,-189.1344
+17/09/2016,37.6,,46.6,28.8,42.8,20,,1.6,,27.6,,,,,0,18.5,18.25,19.05,-80.08032,-170.31936,-189.1344
+18/09/2016,9.6,,11.8,11.2,19.4,11.2,,13.2,,16,,,,,0,16.8,15.9,17.8,-76.076304,-161.803392,-179.67768
+19/09/2016,6.6,,2.4,20.4,12,11.2,,2.4,,3.8,,,,,0,17.35,16.55,17.9,-80.08032,-170.31936,-189.1344
+20/09/2016,0,,0.2,0,0.2,0.2,,0.2,,0.4,,,,,0,19.2,17.85,18.95,-80.08032,-170.31936,-189.1344
+21/09/2016,0.4,,0,0,0,2.8,,0,,0,,,,,0,19.35,18.2,19.3,-80.08032,-170.31936,-189.1344
+22/09/2016,0,,0.4,9.2,7.8,0.4,,3,,7.6,,,,,0,18.7,16.8,17.75,-80.08032,-170.31936,-189.1344
+23/09/2016,0,,0,0,0,0,,0,,0.2,,,,,0,18.75,15.65,16.6,-80.08032,-170.31936,-189.1344
+24/09/2016,0,,0,0,0,0,,0.2,,0,,,,,0,18.45,17.05,17.6,-80.08032,-170.31936,-189.1344
+25/09/2016,0,,0,0,0,0,,0,,0.2,,,,,0,17.9,16.25,16.25,-76.076304,-161.803392,-179.67768
+26/09/2016,0,,0,0,0,0,,0,,0,,,,,0,18.75,16.5,16.7,-80.08032,-170.31936,-189.1344
+27/09/2016,0,,0,0,0,0,,,,0.2,,,,,0,18.05,17.2,16.35,-80.08032,-170.31936,-189.1344
+28/09/2016,0,,0,0,0,0,,,,0,,,,,0,18.7,17.15,16.45,-80.08032,-170.31936,-189.1344
+29/09/2016,0,,0,0,0,0,,,,0,,,,,0,18.75,16.75,16.8,-80.08032,-170.31936,-189.1344
+30/09/2016,0,,0,0,0,0.2,,,,0,,,,,0,18.2,16.65,16.95,-80.08032,-170.31936,-189.1344
+01/10/2016,0.2,,0,0,0.2,0,,,,0,,,,,0,18.1,17.4,17.15,-134.699488,-137.7356254,-153.054861
+02/10/2016,17.2,,16.2,20,13,18.6,,,,11.4,,,,,0,18.6,18.4,18.75,-127.9645136,-130.8488441,-145.4021179
+03/10/2016,0,,0,0.2,0.2,0.2,,,,0.2,,,,,0,17.75,16.85,17.5,-134.699488,-137.7356254,-153.054861
+04/10/2016,0,,0,0,0,0,,,,0.2,,,,,0,16.4,15.9,15.4,-134.699488,-137.7356254,-153.054861
+05/10/2016,0,,0,0,0,0,,,,0,,,,,0,15.35,15.25,14.45,-134.699488,-137.7356254,-153.054861
+06/10/2016,0.2,,0,0,0,0.2,,,,0,,,,,0,13.85,12.95,10.25,-134.699488,-137.7356254,-153.054861
+07/10/2016,29.8,,29.6,23.8,36.6,29.4,,,,0,,,,,0,13.75,13.3,0,-134.699488,-137.7356254,-153.054861
+08/10/2016,4.4,,3.6,1.8,0.6,5.4,,,,0,,,,,0,14.75,13.9,0,-134.699488,-137.7356254,-153.054861
+09/10/2016,3,,3.2,4.8,10.4,3.2,,,,0,,,,,0,12.9,13.1,0,-127.9645136,-130.8488441,-145.4021179
+10/10/2016,8.4,,9.6,12.2,0.2,3.8,,,,0,,,,,0,11.3,10.9,0,-134.699488,-137.7356254,-153.054861
+11/10/2016,0,,0,0,0,0.2,,,,0,,,,,0,7.7,6.15,0,-134.699488,-137.7356254,-153.054861
+12/10/2016,1.4,,1.6,3,2.2,1.8,,,,0,,,,,0,10.1,8.45,0,-134.699488,-137.7356254,-153.054861
+13/10/2016,0,,0,0,0.2,0,,,,0,,,,,0,10,8.2,11.6,-134.699488,-137.7356254,-153.054861
+14/10/2016,8.8,,5.6,6.6,12.2,8.4,,6.6,,9,,,,,0,16.65,16.05,17.15,-134.699488,-137.7356254,-153.054861
+15/10/2016,46.2,,65,61.4,52.6,44.6,,53.2,,47.8,,,,,0,16.25,16,17.3,-134.699488,-137.7356254,-153.054861
+16/10/2016,0,,0.8,1.2,7.4,0.4,,0.4,,0.2,,,,,0,16.35,15.2,16.95,-127.9645136,-130.8488441,-145.4021179
+17/10/2016,0,,0.2,0.2,0.2,0.2,,0.2,,0.2,,,,,0,16.15,15.1,15.85,-134.699488,-137.7356254,-153.054861
+18/10/2016,0.4,,0.6,0.2,0.2,0.4,,0.2,,0.2,,,,,0,14.5,14.65,15.75,-134.699488,-137.7356254,-153.054861
+19/10/2016,0,,0,0.2,0.4,0.2,,0,,8.4,,,,,0,15.3,13.45,15.5,-134.699488,-137.7356254,-153.054861
+20/10/2016,0.4,,0.8,0,0.2,0.2,,0.4,,0.2,,,,,0,14.5,14,14.35,-134.699488,-137.7356254,-153.054861
+21/10/2016,0,,0,0,1,0,,0,,0.4,,,,,0,13.35,11.9,14.25,-134.699488,-137.7356254,-153.054861
+22/10/2016,0,,0.2,2.4,0.4,0.4,,0,,1,,,,,0,13,10.55,0,-134.699488,-137.7356254,-153.054861
+23/10/2016,0,,0,0.2,0,0,,,,0,,,,,0,14.05,12.95,0,-127.9645136,-130.8488441,-145.4021179
+24/10/2016,0,,0,0,0,0,,,,0,,,,,0,18.1,17.8,0,-134.699488,-137.7356254,-153.054861
+25/10/2016,0,,0,0,0,0,,,,0,,,,,0,18.55,17.8,0,-134.699488,-137.7356254,-153.054861
+26/10/2016,0,,0,0,0,0,,,,0,,,,,0,17.95,17.45,0,-134.699488,-137.7356254,-153.054861
+27/10/2016,20,,29,27,21.4,14.4,,,,0,,,,,0,13.3,14.25,0,-134.699488,-137.7356254,-153.054861
+28/10/2016,0,,0,0,0,0,,,,0,,,,,0,11.9,12.3,0,-134.699488,-137.7356254,-153.054861
+29/10/2016,0,,0,0,0,0,,,,0,,,,,0,14.5,12.7,0,-134.699488,-137.7356254,-153.054861
+30/10/2016,0,,0,0,0,0,,,,0,,,,,0,16.8,14.85,0,-127.9645136,-130.8488441,-145.4021179
+31/10/2016,0,,0,0,0,0,,,,0,,,,,0,15.15,12.9,0,-134.699488,-137.7356254,-153.054861
+01/11/2016,0,,0,0,0,0,,,,0,,,,,0,13.6,12.6,0,-135.28224,-131.97504,-154.51776
+02/11/2016,0,,0,0.2,0.4,0.2,,,,0,,,,,0,15.1,14.45,0,-135.28224,-131.97504,-154.51776
+03/11/2016,0,,0,0,0,0,,,,0,,,,,0,13.95,14.3,15,-135.28224,-131.97504,-154.51776
+04/11/2016,0,,0,0,0,0.6,,0,,0.2,,,,,0,13,12.25,12.3,-135.28224,-131.97504,-154.51776
+05/11/2016,0.4,,0.2,0.6,4.6,0.6,,0.6,,4,,,,,0,15.1,14.65,14.3,-135.28224,-131.97504,-154.51776
+06/11/2016,69.4,,36.4,79.6,50.2,78.6,,38.6,,51.4,,,,,0,14.65,13.15,15.7,-128.518128,-125.376288,-146.791872
+07/11/2016,40.2,,36.6,20.8,24.2,35.8,,24.6,,12.2,,,,,0,11.05,10.15,11.25,-135.28224,-131.97504,-154.51776
+08/11/2016,1.4,,7,1,2.8,13.4,,4.4,,1.4,,,,,0,7.5,7,8.65,-135.28224,-131.97504,-154.51776
+09/11/2016,0.6,,0.8,1,0.2,0.6,,0.6,,0.2,,,,,0,7.5,6.6,7.3,-135.28224,-131.97504,-154.51776
+10/11/2016,7.8,,9.6,5.2,3.2,7.6,,7.2,,4.8,,,,,0,9.25,8.85,10.6,-135.28224,-131.97504,-154.51776
+11/11/2016,4,,7.2,5.4,22.4,3.2,,9.2,,5.4,,,,,0,7.55,7.05,8.75,-135.28224,-131.97504,-154.51776
+12/11/2016,16.2,,16.4,15.2,15.6,19.4,,15.2,,8.4,,,,,0,7.4,6.65,7.35,-135.28224,-131.97504,-154.51776
+13/11/2016,0,,0,0,0.2,0,,0,,0.2,,,,,0,7.25,5.6,5.55,-128.518128,-125.376288,-146.791872
+14/11/2016,0,,0,0,0,0.2,,0,,0,,,,,0,7.6,8.5,8.35,-135.28224,-131.97504,-154.51776
+15/11/2016,0,,0,0,0,0,,0,,0,,,,,0,6.9,6.05,6.45,-135.28224,-131.97504,-154.51776
+16/11/2016,0,,0,0,0,0,,0,,0.2,,,,,0,7.35,5.6,3.65,-135.28224,-131.97504,-154.51776
+17/11/2016,0,,0,0,0,0,,0,,0,,,,,0,10.35,8.5,0,-135.28224,-131.97504,-154.51776
+18/11/2016,0,,0.4,0.2,22.6,0.2,,0,,13,,,,,0,13.3,12.15,0,-135.28224,-131.97504,-154.51776
+19/11/2016,19.8,,13.2,24.4,40.8,12.4,,17.6,,17.4,,,,,0,12.95,12.65,0,-135.28224,-131.97504,-154.51776
+20/11/2016,10.2,,7.6,3.2,32.4,11.4,,9.2,,8.8,,,,,0,13.5,12.85,0,-128.518128,-125.376288,-146.791872
+21/11/2016,0.2,,0.4,0.2,0.8,1.8,,0.2,,1.4,,,,,0,14.45,13.7,0,-135.28224,-131.97504,-154.51776
+22/11/2016,0,,0,0.2,0.2,0.4,,0,,0,,,,,0,14.2,13.15,14.7,-135.28224,-131.97504,-154.51776
+23/11/2016,0,,0,0,0.2,0.2,,0,,0,,,,,0,13.45,12.9,12.7,-135.28224,-131.97504,-154.51776
+24/11/2016,0.2,,0,0,0.2,0.2,,0,,0,,,,,0,13.85,12.4,12.45,-135.28224,-131.97504,-154.51776
+25/11/2016,11,,8.2,10.2,11.4,8.4,,6.2,,9.4,,,,,0,12.7,10.75,12.65,-135.28224,-131.97504,-154.51776
+26/11/2016,0.2,,0.2,0.2,0.4,0.2,,0,,0,,,,,0,11.25,9.6,9.5,-135.28224,-131.97504,-154.51776
+27/11/2016,0,,0.2,0.4,0.2,0.6,,0,,0,,,,,0,9.9,7.05,7.5,-128.518128,-125.376288,-146.791872
+28/11/2016,0.2,,0.4,0.2,0.4,0.4,,0,,0,,,,,0,7.05,6.25,9.2,-135.28224,-131.97504,-154.51776
+29/11/2016,0,,0,0.2,0.4,0,,0,,0,,,,,0,1.95,2.55,3.2,-135.28224,-131.97504,-154.51776
+30/11/2016,0,,0,0,0,0,,0,,0,,,,,0,4.8,2.75,4.2,-135.28224,-131.97504,-154.51776
+01/12/2016,0,,0,0,0,0,,0,,0,,,,,0,7,6.2,2.7,-202.600358,-148.8741228,-1.605727367
+02/12/2016,0,,0,0,0.2,0.2,,0,,0,,,,,0,9.25,8.85,7.45,-202.600358,-148.8741228,-1.605727367
+03/12/2016,0.8,,0.2,0,0,0.4,,0.6,,0,,,,,0,9.1,9.5,9.95,-202.600358,-148.8741228,-1.605727367
+04/12/2016,0.2,,0,0.2,0.4,0,,0.2,,0,,,,,0,9.6,9.8,9.7,-192.4703401,-141.4304166,-1.525440999
+05/12/2016,0,,0,0,0,0,,0,,0,,,,,0,10.45,9.45,8.6,-202.600358,-148.8741228,-1.605727367
+06/12/2016,0,,0,0,0.2,0.2,,0,,0,,,,,0,9.85,8.6,8.45,-202.600358,-148.8741228,-1.605727367
+07/12/2016,0,,0,0,0,0.2,,0,,0.2,,,,,0,9,7.55,6.75,-202.600358,-148.8741228,-1.605727367
+08/12/2016,0,,0,0,0,0,,0,,0.2,,,,,0,9.95,7.65,6.1,-202.600358,-148.8741228,-1.605727367
+09/12/2016,0,,0,0,0,0,,0,,0,,,,,0,8.85,6.6,4.6,-202.600358,-148.8741228,-1.605727367
+10/12/2016,0,,0,0,0.2,0.2,,0,,0.2,,,,,0,9.95,9.2,6.1,-202.600358,-148.8741228,-1.605727367
+11/12/2016,0,,0,0,0,0,,0.2,,0,,,,,0,10.95,10.2,10.2,-192.4703401,-141.4304166,-1.525440999
+12/12/2016,0,,0,0,0,0.2,,0.4,,0,,,,,0,9.7,8.7,7.2,-202.600358,-148.8741228,-1.605727367
+13/12/2016,0,,0.2,0,0,0,,0,,0.2,,,,,0,9.5,6.8,6.1,-202.600358,-148.8741228,-1.605727367
+14/12/2016,0.4,,0,0.4,1.4,1.8,,0,,2.2,,,,,0,8.85,7.7,7,-202.600358,-148.8741228,-1.605727367
+15/12/2016,0.8,,0.8,0.4,0.6,0.4,,0.2,,0.2,,,,,0,9.05,7.05,7.55,-202.600358,-148.8741228,-1.605727367
+16/12/2016,0.2,,0,0.2,0.2,0.4,,0,,0.2,,,,,0,4.75,5.65,4.5,-202.600358,-148.8741228,-1.605727367
+17/12/2016,0,,0,0.2,0,0,,0,,0,,,,,0,4.05,3.85,4.15,-202.600358,-148.8741228,-1.605727367
+18/12/2016,0,,0,0,0,0,,0,,0,,,,,0,4.95,2.8,2.7,-192.4703401,-141.4304166,-1.525440999
+19/12/2016,0,,0,0,0.2,0.2,,0,,0.2,,,,,0,4.75,3.45,2.65,-202.600358,-148.8741228,-1.605727367
+20/12/2016,1.6,,1.8,3,3.8,1,,0.8,,0.6,,,,,0,7.25,7.2,6.7,-202.600358,-148.8741228,-1.605727367
+21/12/2016,10,,8.6,15.8,18.4,8.8,,5.6,0,5.2,,,,,0,9.5,10.45,8.65,-202.600358,-148.8741228,-1.605727367
+22/12/2016,0,,0,0,0.2,0.2,,0,0,0,,,,,0,9.9,8.95,6.1,-202.600358,-148.8741228,-1.605727367
+23/12/2016,0.2,,0.2,0,0.2,0.2,,0,0.2,0.2,,,,,0,11,9.85,5.45,-202.600358,-148.8741228,-1.605727367
+24/12/2016,0,,0,0.2,0,0,,0,0,0,,,,,0,8.9,8.2,4.2,-202.600358,-148.8741228,-1.605727367
+25/12/2016,0,,0,0.2,0.2,0.4,,0,0.2,0.2,,,,,0,9.3,8.5,7,-192.4703401,-141.4304166,-1.525440999
+26/12/2016,0,,0.2,0.2,0.4,0.2,,0.2,0.4,0.4,,,,,0,7.4,7.8,4.2,-202.600358,-148.8741228,-1.605727367
+27/12/2016,0.2,,0.2,0.2,0.2,0.4,,0,0.4,0.2,,,,,0,10.55,9.55,5.05,-202.600358,-148.8741228,-1.605727367
+28/12/2016,0,,0,0,0,0.4,,0,0,0.4,,,,,0,8.45,8.6,5.1,-202.600358,-148.8741228,-1.605727367
+29/12/2016,0,,0,0.2,0.2,0.2,,0,0.2,0.2,,,,,0,3.55,4,3.3,-202.600358,-148.8741228,-1.605727367
+30/12/2016,0,,0,0,0,0,,0.2,0,0.2,,,,,0,3.5,3.5,2.5,-202.600358,-148.8741228,-1.605727367
+31/12/2016,0,,0,0,0,0,,0,0,0,,,,,0,6.65,6.35,2.65,-202.600358,-148.8741228,-1.605727367
+01/01/2017,0,,0,0,0,0,,0,0,0,,,,,0,6.4,5.8,1.05,-201.9355904,-163.3460329,-23.56063267
+02/01/2017,3.4,,3.6,1.6,1.4,3.2,,2.4,2.8,1.8,,,,,0,8.9,8.5,7.9,-212.5637794,-171.9431925,-24.80066597
+03/01/2017,14,,18.8,6,6.8,10.8,,16,7,8.8,,,,,0,4.35,4.7,4.45,-212.5637794,-171.9431925,-24.80066597
+04/01/2017,2.8,,1.8,6.8,2.2,0.6,,0.2,2.2,0,,,,,0,3.5,3.15,1.5,-212.5637794,-171.9431925,-24.80066597
+05/01/2017,0.2,,0,0,0,0.2,,0,0,0,,,,,0,2.55,2.8,3.45,-212.5637794,-171.9431925,-24.80066597
+06/01/2017,0,,0.2,0,0,0,,0,0,0,,,,,0,-1.95,-1.6,-1.05,-212.5637794,-171.9431925,-24.80066597
+07/01/2017,0,,0,0,0,0,,0,0,0,,,,,0,-2.35,-2.45,-3.5,-212.5637794,-171.9431925,-24.80066597
+08/01/2017,0,,0,0,0,0,,0,0,0,,,,,0,-0.55,-1.75,-1.5,-201.9355904,-163.3460329,-23.56063267
+09/01/2017,0,,0,0,0,0,,0,0,0,,,,,0,1.55,2.1,-0.3,-212.5637794,-171.9431925,-24.80066597
+10/01/2017,0,,0,0,0,0,,0,0,0,,,,,0,-0.15,-0.2,0.05,-212.5637794,-171.9431925,-24.80066597
+11/01/2017,0,,0,0,0,0,,0,0,0,,,,,0,-0.8,-0.55,-1.25,-212.5637794,-171.9431925,-24.80066597
+12/01/2017,0,,0,0,0,0,,0,0,0,,,,,0,6.55,3.35,3.25,-212.5637794,-171.9431925,-24.80066597
+13/01/2017,0.8,,0.4,0.8,3.4,1.2,,0.8,1.4,1.4,,,,,0,6.4,5.45,5.45,-212.5637794,-171.9431925,-24.80066597
+14/01/2017,0,,26.6,24.2,0.4,0.6,,0,1.2,0.2,,,,,0,4.75,4.3,1.2,-212.5637794,-171.9431925,-24.80066597
+15/01/2017,0,,0,0,0,0,,0,0,0.2,,,,,0,2.35,2.8,2.05,-201.9355904,-163.3460329,-23.56063267
+16/01/2017,0,,0,0,0,0,,0,0,0,,,,,0,0.8,0.15,0.65,-212.5637794,-171.9431925,-24.80066597
+17/01/2017,0,,0,0,0,0,,0,0,0,,,,,0,1.05,0.85,2.75,-212.5637794,-171.9431925,-24.80066597
+18/01/2017,0,,0,0,0,0,0,0,0,0,,,,,0,1.25,1.2,4.05,-212.5637794,-171.9431925,-24.80066597
+19/01/2017,0,,0,0,0,0,0,0,0,0,,,,,0,2.25,1.95,2,-212.5637794,-171.9431925,-24.80066597
+20/01/2017,0,,0,0,0,0,0,0,0.2,0,,,,,0,3,3.45,1.8,-212.5637794,-171.9431925,-24.80066597
+21/01/2017,0,,0,0,0,0,0,0,0,0,,,,,0,2.7,3.75,1.8,-212.5637794,-171.9431925,-24.80066597
+22/01/2017,0,,0,0,0,0,0.2,0,0,0,,,,,0,4.3,5.7,3.8,-201.9355904,-163.3460329,-23.56063267
+23/01/2017,0,,0,0,0,0,0,0,0,0,,,,,0,5.9,7.75,7.95,-212.5637794,-171.9431925,-24.80066597
+24/01/2017,0,,0,0,0,0,0,0,0,0,,,,,0,7.85,8.8,9.1,-212.5637794,-171.9431925,-24.80066597
+25/01/2017,0,,0,0,0,0,0,0,0,0,,,,,0,6.1,6.25,4.3,-212.5637794,-171.9431925,-24.80066597
+26/01/2017,0,,0,0,0,0,0,0,0,0,,,,,0,5.25,4.95,2.9,-212.5637794,-171.9431925,-24.80066597
+27/01/2017,0,,0,0,0,0,0.2,0,0,0,,,,,0,6.3,5.8,4.65,-212.5637794,-171.9431925,-24.80066597
+28/01/2017,0,,0,0,0,0,0,0,0,0,,,,,0,6.65,6.1,5,-212.5637794,-171.9431925,-24.80066597
+29/01/2017,0,,0,0,0,0,0,0,0,0,,,,,0,7.6,7.7,4.95,-201.9355904,-163.3460329,-23.56063267
+30/01/2017,0,,0,0,0.2,0,0.2,0,0,0,,,,,0,8.05,6.6,3.85,-212.5637794,-171.9431925,-24.80066597
+31/01/2017,2.8,,3.6,4.4,1.4,1.6,1,2.8,2,1.2,,,,,0,8.2,7.3,7.8,-212.5637794,-171.9431925,-24.80066597
+01/02/2017,0,,0,0,0.6,0.2,0,0,0,0.2,,,,,0,12.1,10.95,11.6,-163.5450612,-134.5724082,-159.0773878
+02/02/2017,1.6,,0,0.8,2.2,0.8,1,0,1.8,0.2,,,,,0,11.25,10.4,11.2,-163.5450612,-134.5724082,-159.0773878
+03/02/2017,1.6,,1.2,0.6,0.4,0,0,0.8,0.2,0,,,,,0,11.55,10.95,12.05,-163.5450612,-134.5724082,-159.0773878
+04/02/2017,1.8,,5.2,2,2,2.8,2.2,2.6,2.2,1,,,,,0,10.05,8.9,8.8,-163.5450612,-134.5724082,-159.0773878
+05/02/2017,4.2,,2.6,4.8,6.6,4,4.2,4.8,5,3.2,,,,,0,9.8,8.65,8.5,-155.3678082,-127.8437878,-151.1235184
+06/02/2017,17,,22.8,14.8,23.2,17.6,16.2,13.6,21.2,18.8,,,,,0,6.8,6.15,8.4,-163.5450612,-134.5724082,-159.0773878
+07/02/2017,0.8,,0.8,0.4,1.2,1.2,1.2,0.4,1.4,2.4,,,,,0,8.05,7.6,7.75,-163.5450612,-134.5724082,-159.0773878
+08/02/2017,0,,0,0,0,0,0.2,0,0,0,,,,,0,6.8,6,6.15,-163.5450612,-134.5724082,-159.0773878
+09/02/2017,0,,0,0,0.2,0,0,0,0,0,,,,,0,5.7,5.65,8.15,-163.5450612,-134.5724082,-159.0773878
+10/02/2017,0,,0,0,0,0,0,0,0,0,,,,,0,5.9,6.65,6.6,-163.5450612,-134.5724082,-159.0773878
+11/02/2017,0,,0,0,0,0,0,0,0,0,,,,,0,8.3,8.3,7.4,-163.5450612,-134.5724082,-159.0773878
+12/02/2017,0,,0,0,0.2,0,0,0,0.2,0,,,,,0,10.35,9.35,8.7,-155.3678082,-127.8437878,-151.1235184
+13/02/2017,0,,0,0,0,0,0,0,0,0,,,,,0,10.2,9.6,9.25,-163.5450612,-134.5724082,-159.0773878
+14/02/2017,0,,0,0,0,0,0,0,0,0,,,,,0,8.65,7.7,7,-163.5450612,-134.5724082,-159.0773878
+15/02/2017,0,,0,0.2,0.2,0,0.2,0,0,0.2,,,,,0,8.75,8.9,6.7,-163.5450612,-134.5724082,-159.0773878
+16/02/2017,0.2,,0,0,0,0.2,0.2,0,0,0,,,,,0,8.65,8.45,6.6,-163.5450612,-134.5724082,-159.0773878
+17/02/2017,0,,0,0,0.2,0,0,0,0.2,0,,,,,0,9.4,8.65,8.15,-163.5450612,-134.5724082,-159.0773878
+18/02/2017,14.6,,15.2,12,8.8,9.4,10.4,13.2,10.6,5.2,,,,,0,8.55,8.45,8.5,-163.5450612,-134.5724082,-159.0773878
+19/02/2017,0,,0,0,0,0,0.2,0,0,0,,,,,0,7.7,7.65,6.25,-155.3678082,-127.8437878,-151.1235184
+20/02/2017,1.2,,1,0.8,0.8,1.2,1.2,0,1.6,0,,,,,0,7.75,6.35,4.95,-163.5450612,-134.5724082,-159.0773878
+21/02/2017,1.4,,0.8,0.2,0.4,2.2,1.2,1.6,0.4,0.2,,,,,0,7.75,7.05,5.9,-163.5450612,-134.5724082,-159.0773878
+22/02/2017,0.2,,0.2,0.2,0.2,0,0.2,0,0.2,0.2,,,,,0,8.05,6.6,6.75,-163.5450612,-134.5724082,-159.0773878
+23/02/2017,0,,0,0,0,0,0,0,0,0,,,,,0,11.95,11.1,11.8,-163.5450612,-134.5724082,-159.0773878
+24/02/2017,2.4,,2,1.6,1.4,2.2,1.2,3,1.2,1.2,,,,,0,11,9.95,11,-163.5450612,-134.5724082,-159.0773878
+25/02/2017,43.4,,33.8,25.8,23.4,37.4,30.2,42.6,33,23.2,,,,,0,7.65,7.1,6.8,-163.5450612,-134.5724082,-159.0773878
+26/02/2017,0,,0.2,0,0,0.2,0,0,0,0,,,,,0,8.7,9,7.4,-155.3678082,-127.8437878,-151.1235184
+27/02/2017,0,,0,0,0,0,0,0,0,0,,,,,0,9.25,8.85,7.3,-163.5450612,-134.5724082,-159.0773878
+28/02/2017,0,,0,0,1,0,0.4,0,0.2,0.2,,,,,0,10.7,9,8.55,-163.5450612,-134.5724082,-159.0773878
+01/03/2017,2.4,,1,3.4,3,8,6,3.4,1.6,3.2,,,,,0,9.85,10.1,10.1,-179.7569532,-131.8818231,-156.7562123
+02/03/2017,0,,0,0,0,0,0,0,0,0,,,,,0,10.6,10.25,9.4,-179.7569532,-131.8818231,-156.7562123
+03/03/2017,0,,0,0,0,0,0,0,0,0,,,,,0,11.6,11.1,11.3,-179.7569532,-131.8818231,-156.7562123
+04/03/2017,0,,0,0,0,0.2,0,0,0.2,0,,,,,0,10.1,8.85,9,-179.7569532,-131.8818231,-156.7562123
+05/03/2017,9.8,,7.8,7.6,16.8,7.6,9.6,11.8,15.4,2.4,,,,,0,7.85,8.1,9.45,-170.7691055,-125.2877319,-148.9184017
+06/03/2017,3.4,,3,2.2,7.6,3,5.6,4.8,4,8,,,,,0,9.45,8.75,11.5,-179.7569532,-131.8818231,-156.7562123
+07/03/2017,14.6,,11.6,22.6,13.2,11.6,15.2,20,19.2,11.8,,,,,0,10.35,9.4,10.05,-179.7569532,-131.8818231,-156.7562123
+08/03/2017,0,,4.2,0.2,0,0,0,0,0,0,,,,,0,8.85,9.75,9,-179.7569532,-131.8818231,-156.7562123
+09/03/2017,0,,0,0,0,0,0,0,0,0,,,,,0,11.45,12.45,9.65,-179.7569532,-131.8818231,-156.7562123
+10/03/2017,0,,0,0,0,0,0,0,0,0,,,,,0,13.1,13.55,10.75,-179.7569532,-131.8818231,-156.7562123
+11/03/2017,0,,0,0,0,0,0,0,0,0,,,,,0,10.2,11,8.05,-179.7569532,-131.8818231,-156.7562123
+12/03/2017,0,,0,0,0,0,0,0,0,0,,,,,0,10.55,10.8,8.8,-170.7691055,-125.2877319,-148.9184017
+13/03/2017,0,,0,0,0,0,0,0,0,0,,,,,0,9.6,10.2,7.9,-179.7569532,-131.8818231,-156.7562123
+14/03/2017,0,,0,0,0,0,0,0,0,0,,,,,0,11,10.45,9.3,-179.7569532,-131.8818231,-156.7562123
+15/03/2017,0,,0,0,0,0,0.2,0,0,0,,,,,0,12.45,11.6,9.85,-179.7569532,-131.8818231,-156.7562123
+16/03/2017,0,,0,0,0,0,0,0,0,0,,,,,0,13.4,13.8,11.05,-179.7569532,-131.8818231,-156.7562123
+17/03/2017,0,,0,0,0,0,0,0,0,0,,,,,0,12.35,12.35,10.2,-179.7569532,-131.8818231,-156.7562123
+18/03/2017,0,,0,0,0,0,0,0,0,0,,,,,0,12.2,12.25,10.55,-179.7569532,-131.8818231,-156.7562123
+19/03/2017,0,,0,0,0,0,0,0,0,0,,,,,0,13.6,13.45,11.75,-170.7691055,-125.2877319,-148.9184017
+20/03/2017,0,,0,0,0,0,0,0,0,0,,,,,0,12.8,12.65,13.05,-179.7569532,-131.8818231,-156.7562123
+21/03/2017,0,,0,0,0,0,0,0,0,0,,,,,0,13.8,13.7,13.95,-179.7569532,-131.8818231,-156.7562123
+22/03/2017,0,,0,0,0.2,0,0,0,0.2,0,,,,,0,12.4,12.1,12.05,-179.7569532,-131.8818231,-156.7562123
+23/03/2017,0,,0,0.2,0,0,0,3.4,0,0,,,,,0,12.4,11.95,11.75,-179.7569532,-131.8818231,-156.7562123
+24/03/2017,0.2,,0,0,0,0,0,0,0.2,0.2,,,,,0,14.3,15.1,14.15,-179.7569532,-131.8818231,-156.7562123
+25/03/2017,0,,0,0,0,0,0,0,0,0,,,,,0,15,14.7,13.7,-179.7569532,-131.8818231,-156.7562123
+26/03/2017,7,,8.2,7.4,6.6,6,6.2,2,9,3.8,,,,,0,9.65,10.05,10.1,-170.7691055,-125.2877319,-148.9184017
+27/03/2017,0.2,,0.2,0.2,0,0,0,0.4,0,0,,,,,0,8.9,9.25,8.15,-179.7569532,-131.8818231,-156.7562123
+28/03/2017,0,,0,0,0,0,0,0,0,0,,,,,0,10.8,11.15,8.85,-179.7569532,-131.8818231,-156.7562123
+29/03/2017,0,,0,0,0,0,0,0,0,0,,,,,0,14.05,13.9,11.4,-179.7569532,-131.8818231,-156.7562123
+30/03/2017,0,,0,0,0,0,0,0,0,0,,,,,0,16.25,16.8,13.1,-179.7569532,-131.8818231,-156.7562123
+31/03/2017,0,,0,0,0,0,0,0,0,0,,,,,0,16.25,16.95,13.95,-179.7569532,-131.8818231,-156.7562123
+01/04/2017,0,,0,0,0,0,0,0,0,0,,,,,0,13.75,14.4,11.85,-184.61376,-167.5296,-162.8592
+02/04/2017,0,,0,0,0,0,0,0,0,0,,,,,0,12.6,12.65,12.95,-175.383072,-159.15312,-154.71624
+03/04/2017,1.4,,1.2,1.2,0.4,0.8,0.8,1,1,0.8,,,,,0,14.4,15.05,14.2,-184.61376,-167.5296,-162.8592
+04/04/2017,0,,0,0,0,0,0,0,0,0,,,,,0,16.3,16.75,14.05,-184.61376,-167.5296,-162.8592
+05/04/2017,0.2,,0.4,0.4,11.4,1,2.4,0,3,11.2,,,,,0,13.1,13.4,12.95,-184.61376,-167.5296,-162.8592
+06/04/2017,0.2,,0,0.2,2.2,0.8,0.4,0,0,0.2,,,,,0,12.8,11.3,11.2,-184.61376,-167.5296,-162.8592
+07/04/2017,12.2,,19,16.4,8.4,13.6,9.2,3.4,9.6,12.8,,,,,0,12.9,13.1,11.8,-184.61376,-167.5296,-162.8592
+08/04/2017,0,,0,0,0,0,0.2,0,0,0,,,,,0,15.2,15.15,13.65,-184.61376,-167.5296,-162.8592
+09/04/2017,0,,0,0,0,0,0,0,0,0.2,,,,,0,16.4,16.25,14.7,-175.383072,-159.15312,-154.71624
+10/04/2017,0,,0,0,0,0,0,0,0,0,,,,,0,15.1,16.2,15,-184.61376,-167.5296,-162.8592
+11/04/2017,0,,0,0,0,0,0,0,0,0,,,,,0,14.9,15.5,13.8,-184.61376,-167.5296,-162.8592
+12/04/2017,0,,0,0,0.6,0,0,0.2,0,0.2,,,,,0,16.65,16.6,15.55,-184.61376,-167.5296,-162.8592
+13/04/2017,0,,0,0,0,0,0,0,0,0,,,,,0,14.9,15.75,14.65,-184.61376,-167.5296,-162.8592
+14/04/2017,0,,0,0,0.2,0,0,0.2,0.2,0,,,,,0,15.55,14.1,14.1,-184.61376,-167.5296,-162.8592
+15/04/2017,0,,0,0,0,0,0,0,0,0,,,,,0,14.9,15.25,15.35,-184.61376,-167.5296,-162.8592
+16/04/2017,0.4,,0.8,0,1,10.4,0,0,0.2,1.2,,,,,0,15.75,16.55,16.4,-175.383072,-159.15312,-154.71624
+17/04/2017,0,,0,0,0,0,0,0,0,0.2,,,,,0,13.2,14.25,13.5,-184.61376,-167.5296,-162.8592
+18/04/2017,0,,0,0,0,0,0,0,0,0,,,,,0,11.65,11.25,11.4,-184.61376,-167.5296,-162.8592
+19/04/2017,0,,0,0,1.6,0,1.4,0,1.4,0.4,,,,,0,8.4,8.15,7.15,-184.61376,-167.5296,-162.8592
+20/04/2017,0,,0,0,0,0,0,0,0,0,,,,,0,7.8,8.2,6.25,-184.61376,-167.5296,-162.8592
+21/04/2017,0,,0,0,0,0,0,0,0,0.2,,,,,0,9.6,8.85,7.3,-184.61376,-167.5296,-162.8592
+22/04/2017,0,,0,0,0,0,0,0,0,0,,,,,0,11.05,10.9,8.85,-184.61376,-167.5296,-162.8592
+23/04/2017,0,,0,0,0,0,0,0,0,0,,,,,0,13,12.35,10.3,-175.383072,-159.15312,-154.71624
+24/04/2017,0,,0,0,0,0.2,0,0,0.2,0,,,,,0,13.25,12.7,11.35,-184.61376,-167.5296,-162.8592
+25/04/2017,0,,0,0,0,0,0,0,0,0,,,,,0,13,12.5,12.55,-184.61376,-167.5296,-162.8592
+26/04/2017,0,,0,0,0,0,0,0,0,0,,,,,0,14.2,13.2,13.45,-184.61376,-167.5296,-162.8592
+27/04/2017,0,,0,0,0.4,0,0,0,0.4,0,,,,,0,14.3,13.75,15.75,-184.61376,-167.5296,-162.8592
+28/04/2017,14.8,,10.2,12.2,21.8,22.8,17.8,13.4,20.6,27,,,,,0,10.45,9.85,10.6,-184.61376,-167.5296,-162.8592
+29/04/2017,0.2,,0,0,0,0,0.2,0,0.2,0,,,,,0,11.8,10.95,9.95,-184.61376,-167.5296,-162.8592
+30/04/2017,0,,0,0,0,0,0,0,0,0,,,,,0,12.35,12.55,11.15,-175.383072,-159.15312,-154.71624
+01/05/2017,0,,0,0,0,0,0,0,0,0.2,,,,,0,12.8,11.8,11.4,-171.0135609,-199.3088866,-175.1771238
+02/05/2017,7,,6.8,3.2,11,4.8,8.2,5.4,8.8,5.4,,,,,0,12.4,12.5,12.05,-171.0135609,-199.3088866,-175.1771238
+03/05/2017,0,,0,0,0,0.2,0,0,0,0,,,,,0,14.25,14.25,13.85,-171.0135609,-199.3088866,-175.1771238
+04/05/2017,1.2,,1.4,0.8,2.6,0.4,1.2,1,0.6,2.4,,,,,0,13.85,14.15,15.7,-171.0135609,-199.3088866,-175.1771238
+05/05/2017,1.4,,1.2,0,0,1,0.4,2.8,0.8,0.4,,,,,0,14.9,14.6,14.8,-171.0135609,-199.3088866,-175.1771238
+06/05/2017,0.4,,0.8,0,0,0.4,1.2,0.6,0.6,0.2,,,,,0,14.65,14.45,14.95,-171.0135609,-199.3088866,-175.1771238
+07/05/2017,8.4,,9.2,9.4,6.2,5.6,8.6,6.2,12.4,11,,,,,0,13.55,13.65,13.85,-162.4628828,-189.3434422,-166.4182676
+08/05/2017,0,,0,0,0,0.2,0.2,0.2,0.2,0.2,,,,,0,13.95,14.4,13.45,-171.0135609,-199.3088866,-175.1771238
+09/05/2017,2.2,,2.2,3,5.6,2.2,4.2,1.8,5.2,0.2,,,,,0,15.15,14.7,13.85,-171.0135609,-199.3088866,-175.1771238
+10/05/2017,0,,0,0,0.2,0.2,0.2,0,0.2,0.2,-7.3,,,,0,15.45,14.75,14.1,-171.0135609,-199.3088866,-175.1771238
+11/05/2017,0,,0,0,0,0,0,0,0,0,-7.3,,,,0,16.3,16.8,16.55,-171.0135609,-199.3088866,-175.1771238
+12/05/2017,0,,0,0,0,0,0,0,0,0,-7.3,,,,0,17.45,17,16.55,-171.0135609,-199.3088866,-175.1771238
+13/05/2017,0.2,,0,1.6,0.2,0.6,0.8,0.2,1.4,0.6,-7.3,,,,0,17.15,17.05,17.6,-171.0135609,-199.3088866,-175.1771238
+14/05/2017,0,,0,0,0.2,0,0,0,0,0.2,-7.3,,,,0,16.95,17.25,17.1,-162.4628828,-189.3434422,-166.4182676
+15/05/2017,0,,0,0,0,0,0,0,0,0,-7.3,,,,0,18.4,18.4,17.1,-171.0135609,-199.3088866,-175.1771238
+16/05/2017,0,,0,0,0,0,0,0,0,0,-7.3,,,,0,19.55,19.25,17,-171.0135609,-199.3088866,-175.1771238
+17/05/2017,0,,0,0,0,0,0,0,0,0,-7.3,,,,0,19.55,20.15,17.2,-171.0135609,-199.3088866,-175.1771238
+18/05/2017,0,,0,0,0,0,0,0,0,0,-7.3,,,,0,18.85,19.95,17.7,-171.0135609,-199.3088866,-175.1771238
+19/05/2017,0,,0,0,0,0,0,0,0,0,-7.3,,,,0,18.05,18.65,0,-171.0135609,-199.3088866,-175.1771238
+20/05/2017,0,,0,0,0,0,0,0.8,0,1.4,-7.3,,,,0,16.25,16.9,0,-171.0135609,-199.3088866,-175.1771238
+21/05/2017,0,,0.2,0,0,0,0,0,0,1,-7.3,,,,0,18.85,18.25,0,-162.4628828,-189.3434422,-166.4182676
+22/05/2017,0,,0,0,0,0,0,0,0,0,-7.3,,,,0,19.6,19.4,0,-171.0135609,-199.3088866,-175.1771238
+23/05/2017,0,,0,0,0,0,0,0,0,0,-7.3,,,,0,19.25,19.6,0,-171.0135609,-199.3088866,-175.1771238
+24/05/2017,0,,0,0,0,0,0,0,0,0,-7.3,,,,0,19.9,20.05,0,-171.0135609,-199.3088866,-175.1771238
+25/05/2017,0,,0,0,0,0,0,0,0,0,-7.3,,,,0,20.05,20.1,0,-171.0135609,-199.3088866,-175.1771238
+26/05/2017,0,,0,0,0,0,0,0,0,0,-7.4,,,,0,20.4,19.45,0,-171.0135609,-199.3088866,-175.1771238
+27/05/2017,0,,0,0,0,0,0,0,0,0,-7.4,,,,0,20.15,20.2,0,-171.0135609,-199.3088866,-175.1771238
+28/05/2017,0,,0,0,0,0,0,0,0,0,-7.4,,,,0,22.4,21.1,0,-162.4628828,-189.3434422,-166.4182676
+29/05/2017,0,,0,0,0,0,0,0,0,0,-7.4,,,,0,23.3,21.8,0,-171.0135609,-199.3088866,-175.1771238
+30/05/2017,0,,0,0,0,0,0,0,0,0,-7.4,,,,0,21.55,21.15,0,-171.0135609,-199.3088866,-175.1771238
+31/05/2017,0,,0,0,0,0,0,0,0,0,-7.4,,,,0,20.75,20.85,0,-171.0135609,-199.3088866,-175.1771238
+01/06/2017,0,,0,0,0,0,0,0,0,0,-7.4,,,,0,20.85,20.6,0,-200.80608,-238.52832,-210.44832
+02/06/2017,0,,0,0,0,0,0,0,0,0,-7.4,,,,0,20.2,19.05,0,-200.80608,-238.52832,-210.44832
+03/06/2017,0,,0,0,0,0,0,0,0,0,-7.4,,,,0,21,20.6,0,-200.80608,-238.52832,-210.44832
+04/06/2017,0,,0,0,0,0,0,0,0,0,-7.4,,,,0,21.35,21.2,0,-190.765776,-226.601904,-199.925904
+05/06/2017,0,,0,0,0,0,0,0,0,0,-7.4,,,,0,21.6,21.2,0,-200.80608,-238.52832,-210.44832
+06/06/2017,0,,0,0,0,0,0,0,0,0,-7.4,,,,0,20.3,20.55,0,-200.80608,-238.52832,-210.44832
+07/06/2017,0,,0,0,0.2,0,0,0,0.2,0.2,-7.5,,,,0,19.1,19.7,19.55,-200.80608,-238.52832,-210.44832
+08/06/2017,0,,0,0,0,0,0,0.2,0,0,-7.5,,,,0,20.3,20.35,19.4,-200.80608,-238.52832,-210.44832
+09/06/2017,0,,0,0,0,0,0,0,0,0,-7.5,,,,0,22.35,22.25,20.7,-200.80608,-238.52832,-210.44832
+10/06/2017,0,,0,0,0,0,0,0,0,0,-7.5,,,,0,22.45,21.75,21.45,-200.80608,-238.52832,-210.44832
+11/06/2017,0,,0,0,0,0,0,0,0,0,-7.5,,,,0,25.7,24.9,22.2,-190.765776,-226.601904,-199.925904
+12/06/2017,0,,0,0,0,0,0,0,0,0,-7.5,,,,0,25.55,25.15,23.4,-200.80608,-238.52832,-210.44832
+13/06/2017,0,,0,0,0,0,0,0,0,0,-7.5,,,,0,24.65,24.4,24.2,-200.80608,-238.52832,-210.44832
+14/06/2017,0,,0,0,0,0,0,0,0,0,-7.5,,,,0,25.1,25.05,25.3,-200.80608,-238.52832,-210.44832
+15/06/2017,0,,0,0,0,0,0,0,0,0,-7.5,,,,0,24.1,24.3,24.25,-200.80608,-238.52832,-210.44832
+16/06/2017,0,,0,0,0,0,0,3.2,0,1.4,-7.5,,,,0,25.55,25.25,26.4,-200.80608,-238.52832,-210.44832
+17/06/2017,0,,0,0,0,0,0,0,0,0,-7.5,,,,0,26.15,25.45,25.3,-200.80608,-238.52832,-210.44832
+18/06/2017,0,,0,0,0,3,1.6,0,0,0.4,-7.6,,,,0,23.25,23.3,22.85,-190.765776,-226.601904,-199.925904
+19/06/2017,0,,0,0,0,0,0,0,0,0,-7.6,,,,0,23.05,23.15,22.25,-200.80608,-238.52832,-210.44832
+20/06/2017,0,,0,0,0,0,0,0,0,0,-7.5,,,,0,24.25,24,23.8,-200.80608,-238.52832,-210.44832
+21/06/2017,0,,0,0,0,0,0,0,0,0,-7.6,,,,0,23.95,23.05,23.75,-200.80608,-238.52832,-210.44832
+22/06/2017,0,,0,0,0,0,0,0,0,0,-7.6,,,,0,24.85,24.55,24.65,-200.80608,-238.52832,-210.44832
+23/06/2017,0,,0,0,0,0,0,0,0,0,-7.6,,,,0,24.05,24.45,24.55,-200.80608,-238.52832,-210.44832
+24/06/2017,0,,0,0,0,0,0,0,0,0,-7.6,,,,0,25.95,25.9,25.4,-200.80608,-238.52832,-210.44832
+25/06/2017,0,,0,0,0,0,0,0,0,0,-7.6,,,,0,24.4,24.15,24.85,-190.765776,-226.601904,-199.925904
+26/06/2017,0,,0,0.2,0,0,0,0,0,0,-7.6,,,,0,25.8,25.7,25.4,-200.80608,-238.52832,-210.44832
+27/06/2017,0,,0,0,0,0,0,0,0,0,-7.6,,,,0,26.15,25.55,26.6,-200.80608,-238.52832,-210.44832
+28/06/2017,0,,0,0,0,0,0,0,0,0,-7.6,,,,0,23.6,23.4,25.2,-200.80608,-238.52832,-210.44832
+29/06/2017,5.2,,10.2,3,1,4.2,1.6,13.2,7,4.4,-7.6,,,,0,22.25,21.5,23.65,-200.80608,-238.52832,-210.44832
+30/06/2017,0,,0,0,0.8,0,0,0,0,0,-7.6,,,,0,18.05,17.3,17.75,-200.80608,-238.52832,-210.44832
+01/07/2017,16,,25.8,23.8,11.8,15.4,22.8,13.6,23.6,9.2,-7.6,,,,0,18.65,18.5,19.65,-212.2598959,-226.1998751,-180.108487
+02/07/2017,0,,0,0,0.2,0.2,0,0,0.2,0,-7.6,,,,0,20.65,19.8,19.95,-201.6469011,-214.8898814,-171.1030626
+03/07/2017,0,,0,0.2,0,0,0,0.2,0,0,-7.6,,,,0,23.25,22.35,22.65,-212.2598959,-226.1998751,-180.108487
+04/07/2017,0,,0,0,0,0,0,0,0,0,-7.6,,,,0,24.05,24.4,23.25,-212.2598959,-226.1998751,-180.108487
+05/07/2017,0,,0,0,0,0,0,0,0,0,-7.6,,,,0,24.6,23.95,23.25,-212.2598959,-226.1998751,-180.108487
+06/07/2017,0,,0,0,0,0,0,0,0,0,-7.7,,,,0,25.55,24.65,23.55,-212.2598959,-226.1998751,-180.108487
+07/07/2017,0,,0,0,0,0,0,0,0,0,-7.7,,,,0,26.5,26.15,23.95,-212.2598959,-226.1998751,-180.108487
+08/07/2017,0,,0,0,0,0,0,0,0,0,-7.7,,,,0,26.4,26.65,25.4,-212.2598959,-226.1998751,-180.108487
+09/07/2017,0,,0,0,0,0,0,0,0,0,-7.7,,,,0,27.4,25.8,26.3,-201.6469011,-214.8898814,-171.1030626
+10/07/2017,0,,0,0,0,0,0,0,0,0,-7.7,,,,0,25.3,25.2,24.4,-212.2598959,-226.1998751,-180.108487
+11/07/2017,0,,0,0,0,0,0,0,0.2,0,-7.7,,,,0,25.5,25.35,25.8,-212.2598959,-226.1998751,-180.108487
+12/07/2017,0,,0,0,0,0,0,0,0,0,-7.7,,,,0,25.35,25.65,25.7,-212.2598959,-226.1998751,-180.108487
+13/07/2017,0,,0,0,0,0,0,0,0,0,-7.7,,,,0,25.8,26.25,26.05,-212.2598959,-226.1998751,-180.108487
+14/07/2017,0,,0,0,0,0,0,0,0,0,-7.7,,,,0,25.2,24.35,25.85,-212.2598959,-226.1998751,-180.108487
+15/07/2017,0,,0,0,0,0,0,0,0,0,-7.7,,,,0,25.6,26.1,24.4,-212.2598959,-226.1998751,-180.108487
+16/07/2017,0,,0,0,0,0,0,0,0,0,-7.7,,,,0,22.5,23.15,21.45,-201.6469011,-214.8898814,-171.1030626
+17/07/2017,0,,0,0,0,0,0,0,0,0,-7.7,,,,0,22.75,23.05,22.05,-212.2598959,-226.1998751,-180.108487
+18/07/2017,0,,0,0,0,0,0,0,0,0,-7.7,,,,0,24.15,24.8,21.75,-212.2598959,-226.1998751,-180.108487
+19/07/2017,0,,0,0,0,0,0,0,0,0,-7.7,,,,0,24.2,23.85,23.45,-212.2598959,-226.1998751,-180.108487
+20/07/2017,0,,0,0,0,0,0,0,0,0,-7.7,,,,0,25.1,24.15,24,-212.2598959,-226.1998751,-180.108487
+21/07/2017,0,,0,0,0,0,0,0,0,0,-7.8,,,,0,24.3,23.95,24.55,-212.2598959,-226.1998751,-180.108487
+22/07/2017,0,,0,0,0,0,0,0,0,0,-7.8,,,,0,25.65,25.4,25.8,-212.2598959,-226.1998751,-180.108487
+23/07/2017,0,,0,0,0,0.2,0,0,0.2,0,-7.8,,,,0,25.85,26.55,26.8,-201.6469011,-214.8898814,-171.1030626
+24/07/2017,1.4,,3,0.4,0.2,0.6,1,2,0.4,0.4,-7.8,,,,0,24.4,25.1,24.6,-212.2598959,-226.1998751,-180.108487
+25/07/2017,0,,0,0.2,0.4,0,0.6,0,0,1.6,-7.8,,,,0,22.15,22.1,21.7,-212.2598959,-226.1998751,-180.108487
+26/07/2017,0,,0,1.8,1.8,0,0,1,0.2,0,-7.8,,,,0,21.55,20.55,20.55,-212.2598959,-226.1998751,-180.108487
+27/07/2017,2,,0,0,10,4,6.8,0,12,5.8,-7.8,,,,0,22.8,22.15,22.7,-212.2598959,-226.1998751,-180.108487
+28/07/2017,0,,0,0,0,0,0,0,0,0,-7.8,,,,0,24.1,23.5,23.7,-212.2598959,-226.1998751,-180.108487
+29/07/2017,0,,0,0,0.2,0,0,0,0.2,0,-7.8,,,,0,25.25,25.1,25.3,-212.2598959,-226.1998751,-180.108487
+30/07/2017,0,,0,0,0,0,0,0,0.2,0,-7.8,,,,0,25.7,25.25,26.35,-201.6469011,-214.8898814,-171.1030626
+31/07/2017,0,,0,0,0,0,0,0,0,0,-7.8,,,,0,28.3,28.2,27.8,-212.2598959,-226.1998751,-180.108487
+01/08/2017,0,,0,0,0,0,0,0,0,0,-7.8,,,,0,30.25,30.1,29.2,-215.9964037,-227.3102185,-219.1557128
+02/08/2017,0,,0,0,0,0,0,0,0,0,-7.8,,,,0,30.25,30.75,28.65,-215.9964037,-227.3102185,-219.1557128
+03/08/2017,0,,0,0,0,0,0,0,0,0,-7.9,,,,0,30.65,31.3,29.45,-215.9964037,-227.3102185,-219.1557128
+04/08/2017,0,,0,0,0,0,0,0,0,0,-7.9,,,,0,31.85,30.95,29.15,-215.9964037,-227.3102185,-219.1557128
+05/08/2017,0,,0,0,0,0,0,0,0,0,-7.9,,,,0,30.7,29.9,28.45,-215.9964037,-227.3102185,-219.1557128
+06/08/2017,0,,0,0,0,0,0,0,0,0,-7.9,,,,0,28.25,28.3,27.6,-205.1965836,-215.9447076,-208.1979272
+07/08/2017,0,,0,0,0,0,0,0,0,0,-7.9,,,,0,27.8,27.55,28.25,-215.9964037,-227.3102185,-219.1557128
+08/08/2017,0,,0,0,0,0,0,0,0,0,-7.9,,,,0,27.05,26.7,27.3,-215.9964037,-227.3102185,-219.1557128
+09/08/2017,0,,0,0,0,0,0,0,0,0,-7.9,,,,0,27.4,26.85,27.05,-215.9964037,-227.3102185,-219.1557128
+10/08/2017,0,,0,0,0,0,0.2,0,0,0,-7.9,,,,0,24.45,24.75,25.6,-215.9964037,-227.3102185,-219.1557128
+11/08/2017,7.8,,7.4,2.6,1.2,0,0.2,8.6,0,4.8,-7.9,,,,0,20.45,20.95,22.4,-215.9964037,-227.3102185,-219.1557128
+12/08/2017,5.2,,2.6,12.8,11,7.4,7.6,5.6,15.6,4.8,-7.9,,,,0,20.2,18.4,21,-215.9964037,-227.3102185,-219.1557128
+13/08/2017,0,,0,0,0,0,0,0,0,0,-7.9,,,,0,23.25,22.7,22.4,-205.1965836,-215.9447076,-208.1979272
+14/08/2017,0,,0,0,0,0,0,0,0,0,-7.9,,,,0,25.35,24.95,22.95,-215.9964037,-227.3102185,-219.1557128
+15/08/2017,0,,0,0,0,0,0,0,0,0,-7.9,,,,0,25.95,25.55,24.8,-215.9964037,-227.3102185,-219.1557128
+16/08/2017,0,,0,0,0,0,0,0,0,0,-8.0,,,,0,26.2,24.75,24.15,-215.9964037,-227.3102185,-219.1557128
+17/08/2017,0,,0,0,0,0,0,0,0,0,-8.0,,,,0,27.3,27.35,25.35,-215.9964037,-227.3102185,-219.1557128
+18/08/2017,0,,0,0,0,0,0.2,0,0,0,-8.0,,,,0,28.6,29.05,27.2,-215.9964037,-227.3102185,-219.1557128
+19/08/2017,0,,0,0,0,0,0,0,0,0,-8.0,,,,0,25.8,25.45,25.3,-215.9964037,-227.3102185,-219.1557128
+20/08/2017,0.4,,0.4,0,0,0.2,0,0,0.6,0,-8.0,,,,0,23.75,24.5,25.45,-205.1965836,-215.9447076,-208.1979272
+21/08/2017,0,,0,0,0,0,0,0,0,0,-8.0,,,,0,22.55,22.75,22.3,-215.9964037,-227.3102185,-219.1557128
+22/08/2017,0,,0,0,0,0,0,0,0,0,-8.0,,,,0,22.3,23.3,21.55,-215.9964037,-227.3102185,-219.1557128
+23/08/2017,0,,0,0,0,0,0,0,0,0,-8.0,,,,0,24.2,23.45,22.85,-215.9964037,-227.3102185,-219.1557128
+24/08/2017,0,,0,0,0,0,0,0,0,0,-8.0,,,,0,24.25,24.3,23.5,-215.9964037,-227.3102185,-219.1557128
+25/08/2017,0,,0,0,0,0,0,0,0,0,-8.0,,,,0,24.85,24.85,24.35,-215.9964037,-227.3102185,-219.1557128
+26/08/2017,0,,0,0,0,0,0,0,0,0,-8.0,,,,0,26.25,25.85,25.9,-215.9964037,-227.3102185,-219.1557128
+27/08/2017,0,,0,0,0,0,0,0,0,0,-8.0,,,,0,26.5,26.45,25.4,-205.1965836,-215.9447076,-208.1979272
+28/08/2017,0,,0,0,0,0,0,0,0,0,-8.0,,,,0,26.05,26.65,25.05,-215.9964037,-227.3102185,-219.1557128
+29/08/2017,0,,0,0,0,0,0,0,0,0,-8.0,,,,0,27.1,27.1,26.15,-215.9964037,-227.3102185,-219.1557128
+30/08/2017,0,,0,0,0,0,0,0,0,0,-8.0,,,,0,27.7,26.55,25.75,-215.9964037,-227.3102185,-219.1557128
+31/08/2017,0,,0,0,0,0,0,0,0,0,-8.0,,,,0,26.9,26.6,25.75,-215.9964037,-227.3102185,-219.1557128
+01/09/2017,13.6,,13.6,15.4,66.4,27.4,80.4,7.6,66.2,31.2,-8.0,-10.7,-9.7,-19.0,0,22.15,21.8,23.75,-205.0512,-214.5216,-216.60672
+02/09/2017,0,,0,0,0,0.2,0,0,0,0,-8.0,-10.7,-9.6,-19.0,0,17.5,17.2,19.8,-205.0512,-214.5216,-216.60672
+03/09/2017,6.4,,9.6,4.4,1,6.8,0.8,3.2,1.8,0.8,-8.0,-10.9,-9.4,-19.0,0,16.85,16.5,18.05,-194.79864,-203.79552,-205.776384
+04/09/2017,0,,0,0,0,0,0,0,0,0,-8.0,-10.8,-9.6,-19.0,0,19.05,18.25,18.55,-205.0512,-214.5216,-216.60672
+05/09/2017,0,,0,0,0,0,0,0,0,0,-8.0,-10.7,-9.3,-19.0,0,20.65,20.2,21.05,-205.0512,-214.5216,-216.60672
+06/09/2017,0,,0,0,0,0,0,0,0,0,-8.0,-10.7,-9.3,-19.0,0,20.8,20.25,20.75,-205.0512,-214.5216,-216.60672
+07/09/2017,0,,0,0,0,0,0,0,0,0,-8.0,-10.7,-9.3,-19.0,0,22.1,21.85,23.15,-205.0512,-214.5216,-216.60672
+08/09/2017,8.6,,1.6,0.2,0,9.4,0,34.2,1.4,0,-8.0,-10.8,-9.1,-19.0,0,20.8,20.4,21.5,-205.0512,-214.5216,-216.60672
+09/09/2017,0.2,,1.2,3.6,0.2,0.2,0.2,0.2,0.4,0,-8.0,-10.8,-9.4,-19.0,0,19.45,19.25,20.1,-205.0512,-214.5216,-216.60672
+10/09/2017,29.6,,41.8,15.8,0.2,80.6,6.8,33.8,60.2,0.4,-8.0,-10.7,-9.3,-19.0,0,17.65,17.75,20.3,-194.79864,-203.79552,-205.776384
+11/09/2017,3.8,,0.8,1.6,13,6.6,4.2,3.4,10,2.4,-8.0,-11.0,-9.7,-19.0,0,18.9,18.3,20.55,-205.0512,-214.5216,-216.60672
+12/09/2017,0.4,,0.8,0,0,0,0,0,0,0.4,-8.0,-10.9,-9.5,-19.0,0,18.1,17.95,18.8,-205.0512,-214.5216,-216.60672
+13/09/2017,0,,0,0,0,0.2,0.2,0,0,0,-8.0,-10.8,-9.3,-19.0,0,18.6,17.85,18.05,-205.0512,-214.5216,-216.60672
+14/09/2017,0,,0,0,0.2,0.2,0,0.2,0,0,-8.0,-10.7,-9.3,-19.0,0,19.4,18.3,19.6,-205.0512,-214.5216,-216.60672
+15/09/2017,0,,0,0,0,0,0,0,0,0,-8.0,-10.7,-9.3,-19.0,0,20.9,20.05,20.45,-205.0512,-214.5216,-216.60672
+16/09/2017,47,,19,34.8,32.4,29.2,52,19.8,23.6,15,-8.0,-10.6,-9.4,-19.0,0,16.7,16.25,18,-205.0512,-214.5216,-216.60672
+17/09/2017,5,,4.2,4.4,8.8,5,5.8,3,7.4,6.6,-8.0,-10.8,-9.6,-19.0,0,15.9,15.35,17.3,-194.79864,-203.79552,-205.776384
+18/09/2017,0,,0.2,0.2,0,0,0,0,0,0,-8.0,-10.7,-9.4,-19.0,0,17.2,16.3,16.95,-205.0512,-214.5216,-216.60672
+19/09/2017,12.4,,14.6,9,14.4,8,14.2,11.8,13,18.6,-8.0,-10.5,-9.2,-19.0,0,13.65,13.3,15.9,-205.0512,-214.5216,-216.60672
+20/09/2017,3.2,,17,21.6,9.6,3.8,10.8,1.6,17,1.2,-8.0,-10.8,-9.4,-19.0,0,14.35,13.65,16.15,-205.0512,-214.5216,-216.60672
+21/09/2017,0,,0,0,0.2,0.2,0.2,0,0,0.2,-8.0,-10.8,-9.2,-19.0,0,15.55,14.65,14.85,-205.0512,-214.5216,-216.60672
+22/09/2017,0.2,,0,0,0,0,0.2,0,0,0.2,-8.0,-10.7,-9.3,-19.0,0,16.2,15.55,15.1,-205.0512,-214.5216,-216.60672
+23/09/2017,0,,0,0,0.2,0.2,0.2,0,0.2,0,-8.0,-10.7,-9.6,-19.0,0,17.75,16,16.3,-205.0512,-214.5216,-216.60672
+24/09/2017,0,,0.2,0,0.2,0,0,0,0.4,0.2,-8.0,-10.6,-9.5,-19.0,0,15.15,14.2,15.05,-194.79864,-203.79552,-205.776384
+25/09/2017,3.8,,6.6,1.2,1.6,2.6,3.2,2,3.8,0.2,-8.0,-10.8,-9.1,-19.0,0,15.85,15.6,17.15,-205.0512,-214.5216,-216.60672
+26/09/2017,0,,0,0,0,0.2,0.4,0,0,0,-8.0,-10.8,-9.4,-19.0,0,16,15.8,15.9,-205.0512,-214.5216,-216.60672
+27/09/2017,0,,0,0,0.2,0,0.2,0,0,0,-8.0,-10.6,-9.4,-19.0,0,17.35,16.85,15.95,-205.0512,-214.5216,-216.60672
+28/09/2017,0,,0,0,0,0,0.2,0,0,0,-8.0,-10.8,-9.3,-19.0,0,17.75,17.95,16.75,-205.0512,-214.5216,-216.60672
+29/09/2017,0,,0,0,0,0,0,0,0,0,-8.0,-10.7,-9.3,-19.0,0,17.7,17.25,16.5,-205.0512,-214.5216,-216.60672
+30/09/2017,0,,0,0,0,0,0.2,0,0,0,-8.0,-10.6,-9.4,-19.0,0,17.1,16.9,16.4,-205.0512,-214.5216,-216.60672
+01/10/2017,1,,0.4,0.6,0,0,0,0.4,0.6,0,-8.0,,,,0,15.25,14.4,14.9,-176.3857201,-195.634804,-198.2318736
+02/10/2017,1.2,,0.6,0.6,0.8,1.6,1.4,2.2,1.6,0.4,-8.0,-10.8,-8.3,-19.0,0,18,17.55,18.65,-185.6691791,-205.9313726,-208.6651301
+03/10/2017,0,,0,0.2,0.2,0.2,0.2,0,0.2,0,-8.0,-10.7,-9.4,-19.0,0,16.75,16.05,15.75,-185.6691791,-205.9313726,-208.6651301
+04/10/2017,0,,0,0,0,0,0.2,0,0,0,-8.0,-10.7,-9.3,-19.0,0,19.15,19.2,19.75,-185.6691791,-205.9313726,-208.6651301
+05/10/2017,0,,0,0,0,0,0,0,0.2,0,-8.1,-10.6,-9.3,-19.0,0,17.8,17.15,17.7,-185.6691791,-205.9313726,-208.6651301
+06/10/2017,0.2,,0,0.4,0.4,0.2,0.4,0,0.4,0.2,-8.1,-10.6,-9.4,-19.0,0,16.2,16.3,17.6,-185.6691791,-205.9313726,-208.6651301
+07/10/2017,0,,0.8,1,1.8,2.2,3.6,0.4,0.4,8,-8.1,-10.6,-9.4,-19.0,0,13.45,13.55,13.7,-185.6691791,-205.9313726,-208.6651301
+08/10/2017,0,,0,0,0,0,0,0,0,0,-8.1,-10.6,-9.4,-19.0,0,15.8,13.95,14.05,-176.3857201,-195.634804,-198.2318736
+09/10/2017,0,,0,0,0.2,0,0.2,0,0.2,0,-8.1,-10.7,-9.1,-19.0,0,15.7,15.75,14.9,-185.6691791,-205.9313726,-208.6651301
+10/10/2017,0,,0,0.2,0.2,0.2,0.2,0,0.2,0,-8.1,-10.6,-9.3,-19.0,0,16.1,15.4,15.7,-185.6691791,-205.9313726,-208.6651301
+11/10/2017,0.2,,0,0,0.2,0.2,0.2,0,0.2,0.2,-8.1,-10.7,-9.4,-19.0,0,16.9,16.5,15.75,-185.6691791,-205.9313726,-208.6651301
+12/10/2017,0,,0,0,0,0,0.2,0,0,0,-8.1,-10.6,-9.3,-19.0,0,15.6,15.3,14.1,-185.6691791,-205.9313726,-208.6651301
+13/10/2017,0,,0.2,0,0.4,0.2,0.2,0.2,0.4,0,-8.1,-10.6,-9.3,-19.0,0,17.5,16.95,16.85,-185.6691791,-205.9313726,-208.6651301
+14/10/2017,0.2,,0.4,0.2,0.4,0.2,0.2,0.2,0.4,0.4,-8.1,-10.7,-9.0,-19.0,0,17.85,16.65,17.2,-185.6691791,-205.9313726,-208.6651301
+15/10/2017,0,,0.2,0.2,0.2,0.2,0.4,0.2,0.4,0.2,-8.1,-10.6,-9.4,-19.0,0,19,17.65,17.55,-176.3857201,-195.634804,-198.2318736
+16/10/2017,0.2,,0.2,0,0.4,0.2,0.4,0,0.2,0,-8.1,-10.5,-9.5,-19.0,0,18.4,17.2,15.4,-185.6691791,-205.9313726,-208.6651301
+17/10/2017,0,,0,0,0,0.2,0.2,0,0,0,-8.1,-10.6,-9.5,-19.0,0,18.25,17.4,15.35,-185.6691791,-205.9313726,-208.6651301
+18/10/2017,0,,0,0.2,0,0.2,0.2,0,0,0,-8.1,-10.6,-9.3,-19.0,0,16.65,15.9,14.6,-185.6691791,-205.9313726,-208.6651301
+19/10/2017,0.2,,0.2,0,0.2,0,0.2,0,0.2,0,-8.1,-10.7,-9.1,-19.0,0,15.45,14.9,13.6,-185.6691791,-205.9313726,-208.6651301
+20/10/2017,0,,0.2,0.2,0.2,0.2,0.2,0,0.2,0.2,-8.1,-10.6,-9.3,-19.0,0,16.55,16,14.4,-185.6691791,-205.9313726,-208.6651301
+21/10/2017,0.2,,0,0.2,0.2,0.2,0,0,0.4,0,-8.1,-10.6,-9.2,-19.0,0,16.65,16.4,15.8,-185.6691791,-205.9313726,-208.6651301
+22/10/2017,0.4,,0.2,0.2,0.2,0.2,0.2,0.2,0.2,0,-8.1,-10.6,-9.3,-19.0,0,15.8,16.3,16.3,-176.3857201,-195.634804,-198.2318736
+23/10/2017,0,,0.2,0,0.6,0,0,0,0.4,0,-8.1,-10.6,-9.2,-19.0,0,12.1,12.6,11.8,-185.6691791,-205.9313726,-208.6651301
+24/10/2017,0,,0,0,0,0,0,0,0,0,-8.1,-10.4,-9.4,-19.0,0,15.05,14.9,11.15,-185.6691791,-205.9313726,-208.6651301
+25/10/2017,0,,0,0,0,0,0,0,0,0,-8.1,-10.5,-9.2,-19.0,0,15.4,15.85,12,-185.6691791,-205.9313726,-208.6651301
+26/10/2017,0,,0,0,0,0,0,0,0,0,-8.2,-10.4,-9.4,-19.0,0,16.55,16.55,13.35,-185.6691791,-205.9313726,-208.6651301
+27/10/2017,0,,0,0,0,0,0,0,0,0,-8.2,-10.4,-9.3,-19.0,0,14.25,13.05,11.2,-185.6691791,-205.9313726,-208.6651301
+28/10/2017,0,,0,0,0,0,0.4,0.2,0,0,-8.2,-10.4,-9.3,-19.0,0,13.75,14,12.65,-185.6691791,-205.9313726,-208.6651301
+29/10/2017,0,,0,0,0,0,0,0,0,0,-8.2,-10.4,-9.3,-19.0,0,13.7,12.75,12.1,-176.3857201,-195.634804,-198.2318736
+30/10/2017,0,,0,0,0,0,0,0,0.2,0,-8.2,-10.5,-9.2,-19.0,0,14.15,14.05,13.2,-185.6691791,-205.9313726,-208.6651301
+31/10/2017,0,,0,0,0,0,0,0,0,0,-8.2,-10.6,-9.1,-19.0,0,12.65,13.7,11.25,-185.6691791,-205.9313726,-208.6651301
+01/11/2017,0,,0,0,0,0,0.2,0,0,0,-8.2,-10.5,-9.2,-19.0,0,13.6,12.8,9.75,-222.90624,-136.9056,-227.96832
+02/11/2017,0,,0,0,0,0,0,0,0,0,-8.2,-10.5,-9.2,-19.0,0,12.45,11.1,9.4,-222.90624,-136.9056,-227.96832
+03/11/2017,4.6,,5.6,2.2,1.2,2.8,3.8,3,3,1.6,-8.2,-10.3,-9.0,-15.8,0,14.15,13.7,13.9,-222.90624,-136.9056,-227.96832
+04/11/2017,1.8,,1.8,1.4,0.6,3.4,3.6,0.4,3.2,3.2,-8.2,-10.6,-8.9,-12.1,0,12.3,11.5,12.25,-222.90624,-136.9056,-227.96832
+05/11/2017,0,,0.2,0,0,0,0,0,0.2,0,-8.2,-10.5,-9.0,-12.1,0,12.95,11.8,11.9,-211.760928,-130.06032,-216.569904
+06/11/2017,83.4,,81.6,134.6,16.2,39.2,19.8,80.4,25.8,18,-8.2,-10.6,-9.1,-12.2,0,10.15,9.85,12.1,-222.90624,-136.9056,-227.96832
+07/11/2017,3.4,,3.4,2.2,0.4,4.2,4.2,10,1.6,6.8,-8.2,-10.5,-9.0,-12.2,0,8.15,9,10.65,-222.90624,-136.9056,-227.96832
+08/11/2017,0.8,,0.2,0.2,0.2,1.4,0.2,0,0.4,0.8,-8.2,-10.5,-9.6,-12.1,0,9.65,8.25,10.5,-222.90624,-136.9056,-227.96832
+09/11/2017,0,,0.2,0.2,0,0,0,0.2,0,0,-8.2,-10.2,-9.5,-12.1,0,10.15,9.7,10.85,-222.90624,-136.9056,-227.96832
+10/11/2017,0,,0,0.2,0,0,0.2,0,0,0,-8.2,-10.4,-9.6,-12.1,0,10.85,10.9,11.2,-222.90624,-136.9056,-227.96832
+11/11/2017,0.2,,0,0.2,0.2,0.2,0.2,0,0,0.2,-8.2,-10.4,-9.2,-12.1,0,11.35,11.05,9.85,-222.90624,-136.9056,-227.96832
+12/11/2017,0.2,,0.2,0,0.2,0.2,0.4,0,0.4,0.2,-8.2,-10.6,-8.8,-12.2,0,10.45,8.45,8.3,-211.760928,-130.06032,-216.569904
+13/11/2017,13.8,,11,11.2,7.8,10.2,10.6,8.8,9.4,10.2,-8.2,-10.5,-9.7,-12.1,0,7.1,6.15,8.75,-222.90624,-136.9056,-227.96832
+14/11/2017,18.4,,10.6,8.6,10.8,14,15.2,0,13,20,-8.2,-10.6,-10.4,-12.2,0,6.05,6,7.6,-222.90624,-136.9056,-227.96832
+15/11/2017,0.2,,0,0,0,0,0,0,0,0,-8.2,-10.2,-10.6,-12.1,0,7.95,8.35,10.2,-222.90624,-136.9056,-227.96832
+16/11/2017,0.8,,0.6,0.4,0,0.6,0.8,1,0.8,0,-8.2,-10.1,-10.6,-12.0,0,8.35,8.85,9.65,-222.90624,-136.9056,-227.96832
+17/11/2017,0,,0,0,0,0,0.2,0,0,0,-8.2,-10.1,-10.6,-12.0,0,9.1,9.45,8.65,-222.90624,-136.9056,-227.96832
+18/11/2017,0,,0,0,0,0.2,0.2,0,0.2,0,-8.2,-10.2,-10.6,-12.1,0,8.8,8.55,7.6,-222.90624,-136.9056,-227.96832
+19/11/2017,0,,0,0,0,0,0.2,0,0,0,-8.2,-10.2,-10.5,-12.1,0,8.4,7.7,5.2,-211.760928,-130.06032,-216.569904
+20/11/2017,0.2,,0,0.2,0.2,0.4,0.4,0,0.2,0.4,-8.2,-10.3,-10.6,-12.1,0,9.65,8.25,7.1,-222.90624,-136.9056,-227.96832
+21/11/2017,0,,0,0,0,0,0.2,0,0,0,-8.2,-10.1,-9.7,-12.1,9.95,10.3,9.65,8.55,-222.90624,-136.9056,-227.96832
+22/11/2017,0,,0,0,0,0,0,0,0.2,0,-8.2,-10.5,-9.0,-12.0,10.3,11.6,9.8,8.15,-222.90624,-136.9056,-227.96832
+23/11/2017,0,0,0,0,0,0,0,0.4,0,0,-8.2,-10.1,-9.0,-12.2,12.3,11.4,11.15,11.3,-222.90624,-136.9056,-227.96832
+24/11/2017,0.2,0,0.2,0.4,0.2,0.2,0.2,0,0.2,0.2,-8.2,-10.5,-8.4,-12.0,12.2,11.2,11.9,10.65,-222.90624,-136.9056,-227.96832
+25/11/2017,0,0,0,0,0,0,0,0,0.2,0,-8.2,-10.2,-9.8,-12.1,12.55,13.05,12.4,13,-222.90624,-136.9056,-227.96832
+26/11/2017,0,0,0.4,0,0,0,0,0.2,0,0,-8.2,-10.2,-9.1,-12.1,7.75,6.85,7.05,7.1,-211.760928,-130.06032,-216.569904
+27/11/2017,0.2,0.6,0,0,0.2,0,0.2,0.6,0,0,-8.2,-10.3,-8.8,-12.2,6.15,4.9,4.25,3.6,-222.90624,-136.9056,-227.96832
+28/11/2017,0,0,0,0,0,0,0,0,0,0,-8.2,-10.2,-10.3,-12.0,3.7,5.05,4.1,1.9,-222.90624,-136.9056,-227.96832
+29/11/2017,2.6,2,0.8,2.4,12.6,3,3.2,1.2,4.2,6,-8.2,-10.1,-10.6,-12.0,7.55,8.6,7.85,8.35,-222.90624,-136.9056,-227.96832
+30/11/2017,18,14.8,23.8,24.2,22,19.8,22.4,20.6,24,19.4,-8.2,-10.2,-10.6,-12.0,6.25,5.3,5.85,5.15,-222.90624,-136.9056,-227.96832
+01/12/2017,0.6,0.4,1.6,1.8,0.4,0.8,0.4,0.2,0.4,0.4,-8.3,-10.1,-10.6,-12.0,3.95,3.65,3.35,3.6,-183.5231301,-188.8276046,-188.8788512
+02/12/2017,0.8,1,1,1.2,0,0.6,0.4,0.4,1.2,0.2,-8.3,-7.2,-9.5,-12.0,5.35,4,4.3,4.65,-183.5231301,-188.8276046,-188.8788512
+03/12/2017,0,0,0,0,0.2,0,0.2,0,0,0,-8.3,-10.0,-8.9,-12.1,5.35,3.1,3.2,3.65,-174.3469736,-179.3862243,-179.4349086
+04/12/2017,0,0,0,0,0,0,0,0,0,0,-8.3,-10.0,-8.8,-12.1,5,4.25,3.55,3.75,-183.5231301,-188.8276046,-188.8788512
+05/12/2017,0.2,0,0,0,0,0,0.2,0,0,0.2,-8.3,-10.0,-8.8,-12.0,6.95,7.9,6.4,3.8,-183.5231301,-188.8276046,-188.8788512
+06/12/2017,0.4,0,0.2,0,0.2,0.2,0,0,0.4,0,-8.3,-10.0,-8.7,-12.1,6.85,8.15,6.7,4.95,-183.5231301,-188.8276046,-188.8788512
+07/12/2017,0,0,0,0.2,0.2,0.2,0.4,0,0,0.2,-8.3,-10.0,-8.8,-12.0,6.9,7.85,7.1,5.05,-183.5231301,-188.8276046,-188.8788512
+08/12/2017,1.4,0.6,1.4,0.2,0,2.2,1,0.6,0.6,0.8,-8.3,-10.0,-8.8,-12.1,8.75,10.05,8.5,6.1,-183.5231301,-188.8276046,-188.8788512
+09/12/2017,1.6,1.2,0.8,1.2,2.8,0.6,0.4,1.4,1.2,2,-8.3,-10.0,-8.9,-12.1,3.8,3.95,2.9,3.05,-183.5231301,-188.8276046,-188.8788512
+10/12/2017,0,0,0,0,0,0,0,0,0,0,-8.3,-10.0,-9.3,-12.1,4.5,5.55,4.1,3.2,-174.3469736,-179.3862243,-179.4349086
+11/12/2017,10.4,3,3,10.2,24.2,10,6,2.4,15,2.4,-8.2,-10.0,-9.1,-12.0,12.4,12.95,11.8,14.2,-183.5231301,-188.8276046,-188.8788512
+12/12/2017,9.4,3.6,13.8,10.2,5.6,4,6.2,7.8,3,3.4,-8.3,-10.0,-8.7,-12.0,10.6,10.7,9.75,11.8,-183.5231301,-188.8276046,-188.8788512
+13/12/2017,14.4,15.6,12,11.4,17.2,14.4,15.2,13.8,14.8,16.8,-8.3,-10.0,-8.6,-12.1,8.15,8.2,8.15,8.65,-183.5231301,-188.8276046,-188.8788512
+14/12/2017,1.2,3.4,0.6,1.8,1,3.2,1.8,1.4,1.4,0.8,-8.3,-10.0,-8.9,-12.0,9.3,10.1,8.6,9.8,-183.5231301,-188.8276046,-188.8788512
+15/12/2017,1.4,2.4,0.6,0.4,0.2,0.6,0.2,2.2,0.4,0.6,-8.3,-10.0,-9.0,-12.0,9.3,9.7,8.85,8.55,-183.5231301,-188.8276046,-188.8788512
+16/12/2017,5.2,5.2,8.8,4.2,12,4.4,4.8,21.2,4,13.2,-8.3,-10.0,-9.2,-12.0,5.1,6,5.1,4.85,-183.5231301,-188.8276046,-188.8788512
+17/12/2017,2.8,13,0.8,1,11.8,6.8,15.2,3,12.2,9,-8.3,-10.0,-9.2,-12.0,5.55,4.55,3.6,3.75,-174.3469736,-179.3862243,-179.4349086
+18/12/2017,0,0,0,0,1.6,0,0.2,0.6,0.4,0.2,-8.3,-10.0,-9.5,-12.1,2.9,4.15,2.45,1.8,-183.5231301,-188.8276046,-188.8788512
+19/12/2017,0,0,0,0,0,0.2,0.2,0.2,0,0,-8.3,-10.0,-8.8,-12.0,3.4,2.6,1.95,0.75,-183.5231301,-188.8276046,-188.8788512
+20/12/2017,0,0,0,0.2,0,0,0.2,0,0,0.2,-8.3,-10.0,-8.9,-12.0,3.65,2.6,2.5,2.35,-183.5231301,-188.8276046,-188.8788512
+21/12/2017,0,0,0,0,0,0,0,0,0,0.2,-8.3,-10.0,-9.0,-12.0,4.75,3.15,2.8,2.15,-183.5231301,-188.8276046,-188.8788512
+22/12/2017,0,0,0,0,0,0,0,0,0,0,-8.3,-10.0,-9.4,-12.0,6.25,6.5,7.25,3.85,-183.5231301,-188.8276046,-188.8788512
+23/12/2017,0,0,0,0,0,0,0.2,0,0,0,-8.3,-10.0,-9.4,-12.1,10.2,9.75,8.95,4.45,-183.5231301,-188.8276046,-188.8788512
+24/12/2017,0,0,0,0,0,0,0.2,0.2,0,0.2,-8.3,-10.0,-9.1,-12.0,7.6,7.95,7.45,4.45,-174.3469736,-179.3862243,-179.4349086
+25/12/2017,0,0,0,0,0,0,0,0,0,0,-8.3,-10.0,-9.4,-12.0,9.1,9.6,8.8,8.9,-183.5231301,-188.8276046,-188.8788512
+26/12/2017,0,0,0,0,0.2,0,0,0,0,0,-8.3,-10.0,-9.8,-12.1,8.9,10,8.7,9.45,-183.5231301,-188.8276046,-188.8788512
+27/12/2017,11.8,5.6,4.2,15.4,10.2,5.8,5.8,4.4,8,4.6,-8.2,-10.0,-9.8,-12.1,7.55,8.15,6.9,8.95,-183.5231301,-188.8276046,-188.8788512
+28/12/2017,40.8,19.4,26.2,31.6,35,28.2,28,19.2,30.4,20,-8.2,-10.0,-9.6,-12.1,3.7,3.75,3.2,4.4,-183.5231301,-188.8276046,-188.8788512
+29/12/2017,0.8,2.4,0.4,1.6,4.8,0.4,0.4,1.8,2.6,1,-8.3,-10.0,-9.1,-12.0,5.3,4.5,4.25,4.15,-183.5231301,-188.8276046,-188.8788512
+30/12/2017,1.2,0.6,1.6,0.4,0,1.2,0.6,0,0.4,0.2,-8.3,-10.0,-9.2,-12.1,3.9,6.6,4.4,4.1,-183.5231301,-188.8276046,-188.8788512
+31/12/2017,1.6,1,1.2,1.2,0.6,2,1.8,0.8,2,1.2,-8.3,-10.0,-9.6,-12.0,8.45,10.4,9.15,8,-174.3469736,-179.3862243,-179.4349086
+01/01/2018,3,0.6,1.6,3.4,1.4,0.6,0.4,0.8,1.2,0.2,-8.3,-10.0,-8.7,-12.0,9.35,10.05,9.8,8.6,-188.2917627,-204.5612154,-188.0651988
+02/01/2018,6.2,7,8.4,6,5.4,8.2,8,9.6,7.6,5.8,-8.3,-10.0,-9.3,-12.1,9.8,9.15,9,6.9,-188.2917627,-204.5612154,-188.0651988
+03/01/2018,0,0,0.2,0,0.2,0,0,0,0.2,0.2,-8.3,-10.0,-8.9,-12.0,8.55,9.75,8.85,7.05,-188.2917627,-204.5612154,-188.0651988
+04/01/2018,0,0.2,2.2,4,0,0,0,0.2,0,0.4,-8.3,-10.0,-9.3,-12.0,9.15,10.05,8.8,4.85,-188.2917627,-204.5612154,-188.0651988
+05/01/2018,0.8,1.2,0.4,0.2,1,1.4,1.4,0.8,1,0.8,-8.3,-10.0,-9.7,-12.1,9.4,11.7,10.15,7.5,-188.2917627,-204.5612154,-188.0651988
+06/01/2018,0.2,0,0,0,0,0,0.2,0,0.2,0.2,-8.3,-10.0,-9.2,-12.0,10.65,11.1,10.25,9.35,-188.2917627,-204.5612154,-188.0651988
+07/01/2018,0,0,0,0,0.2,0.2,0.2,0,0,0.2,-8.3,-10.0,-9.6,-12.0,12.5,11.75,11.15,10.05,-178.8771746,-194.3331546,-178.6619388
+08/01/2018,0,0,0,0,0,0,0,0,0,0,-8.3,-10.0,-9.0,-12.0,14.15,14.1,12.45,10.7,-188.2917627,-204.5612154,-188.0651988
+09/01/2018,7.4,0.4,4.6,3.2,0.2,0.2,0.4,2.8,4.2,1.4,-8.3,-10.0,-9.1,-12.0,10.2,9.95,9.45,11.45,-188.2917627,-204.5612154,-188.0651988
+10/01/2018,4.8,4.4,3.6,6,5.8,3.8,5.2,9.4,9.2,5.8,-8.3,-10.0,-9.4,-12.0,7.25,8.45,7.6,7.35,-188.2917627,-204.5612154,-188.0651988
+11/01/2018,1.2,0,0,0.6,4,0.2,1.8,0,0.4,2.4,-8.3,-10.0,-9.2,-12.0,6.45,5.9,5.45,7.25,-188.2917627,-204.5612154,-188.0651988
+12/01/2018,9.4,10,2.8,1.8,10.6,7.6,9.4,1.4,4.8,13.2,-8.3,-10.0,-8.9,-12.0,7.8,5.9,7.05,7.6,-188.2917627,-204.5612154,-188.0651988
+13/01/2018,0,0,0,0,0,0,0,0,0,0,-8.3,-10.0,-9.0,-12.0,7.3,5.45,6.05,5.2,-188.2917627,-204.5612154,-188.0651988
+14/01/2018,0,0,0,0,0.2,0,0.2,0,0,0,-8.3,-10.0,-8.9,-12.0,5.65,4.8,4.35,4.35,-178.8771746,-194.3331546,-178.6619388
+15/01/2018,0.2,0,0,0,0.2,0,0,0,0.2,0,-8.3,-10.0,-9.1,-12.0,6.5,6.05,4.6,4.6,-188.2917627,-204.5612154,-188.0651988
+16/01/2018,2.4,1.2,1.8,1.4,0.4,2.4,2,2.8,1.2,2.2,-8.3,-10.0,-9.5,-12.0,9.35,9.95,8.95,7.6,-188.2917627,-204.5612154,-188.0651988
+17/01/2018,2,2.6,313,14,0.2,1.2,0.4,3.6,0.8,1.6,-8.3,-10.0,-9.4,-12.0,9.25,7.95,7.9,7.6,-188.2917627,-204.5612154,-188.0651988
+18/01/2018,0,0,29.8,1.6,0,0,0,0,0,0,-8.3,-10.0,-9.1,-11.9,6.45,6.5,5.65,4.15,-188.2917627,-204.5612154,-188.0651988
+19/01/2018,0,0,0,0,0,0,0,0,0,0,-8.3,-10.0,-9.1,-11.9,7.8,9.05,7.4,5.3,-188.2917627,-204.5612154,-188.0651988
+20/01/2018,0,0,0,0,0,0.2,0,0,0,0,-8.3,-10.0,-9.2,-11.9,8.6,8.15,7.85,6.5,-188.2917627,-204.5612154,-188.0651988
+21/01/2018,5.6,2.8,5.4,3,2.6,4.4,2.6,5.4,3,1.2,-8.3,-10.0,-9.1,-12.0,10.5,10.05,9.95,8.7,-178.8771746,-194.3331546,-178.6619388
+22/01/2018,0,0,0,0,0,0.2,0.4,0,0,0.2,-8.3,-10.0,-9.2,-12.0,7,6.55,5.2,4.1,-188.2917627,-204.5612154,-188.0651988
+23/01/2018,0,0,0,0,0,0,0,0,0,0,-8.3,-10.0,-9.2,-11.9,10.9,10.15,9.75,8.25,-188.2917627,-204.5612154,-188.0651988
+24/01/2018,0,0,0,0,0,0,0,0,0,0,-8.4,-10.0,-8.9,-11.9,9.55,9.05,8.7,6.7,-188.2917627,-204.5612154,-188.0651988
+25/01/2018,0.2,0,0.2,0,0.2,0,0.2,0,0.2,0.2,-8.4,-10.0,-9.0,-11.9,8.35,8.8,7.95,7.05,-188.2917627,-204.5612154,-188.0651988
+26/01/2018,0,0,0,0,0,0.2,0.2,0,0,0.2,-8.4,-10.0,-9.2,-11.9,7.35,8.1,6.55,5.8,-188.2917627,-204.5612154,-188.0651988
+27/01/2018,0.2,0,0,1.2,0.2,0,0,0,0.4,0,-8.4,-10.0,-9.0,-11.9,11.75,10.6,10.55,9.1,-188.2917627,-204.5612154,-188.0651988
+28/01/2018,0.2,0,0,0.2,0.2,0.2,0.2,0,0,0,-8.4,-10.0,-9.0,-11.9,11.25,10.3,9.9,8.35,-178.8771746,-194.3331546,-178.6619388
+29/01/2018,0,0,0,0,0.2,0,0.2,0,0.4,0.2,-8.4,-10.0,-9.3,-11.9,10.35,9.9,9.05,7.55,-188.2917627,-204.5612154,-188.0651988
+30/01/2018,0,0,0,0,0.2,0,0,0,0,0,-8.4,-10.0,-9.2,-11.9,8.1,9.05,7.65,6.9,-188.2917627,-204.5612154,-188.0651988
+31/01/2018,0,0,0,0,0,0,0.2,0,0,0,-8.4,-10.0,-9.4,-11.9,8.2,8.85,8.1,8.95,-188.2917627,-204.5612154,-188.0651988
+01/02/2018,6.8,1,5.2,2,0.2,2.6,0,8,1.2,0,-8.4,-10.0,-9.1,-12.0,9.35,8.9,8.3,10.3,-189.5146531,-240.031102,-237.3366122
+02/02/2018,47.4,35.6,21.8,50.6,61.6,37,45.8,29.4,41,38,-8.3,-10.0,-9.2,-12.0,7.85,6.85,7.2,9.9,-189.5146531,-240.031102,-237.3366122
+03/02/2018,33.2,31.6,26.4,33,31,38.2,34.2,11.2,42.8,28.4,-8.3,-10.0,-9.2,-11.9,3.7,2.1,2.8,4.75,-189.5146531,-240.031102,-237.3366122
+04/02/2018,2.8,1.2,2.8,2.2,4,1.2,0.8,0,1.4,3.4,-8.3,-10.0,-8.9,-11.9,2.85,2.95,2.75,3.7,-180.0389204,-228.0295469,-225.4697816
+05/02/2018,0.2,0,0,0,0.2,0,0,0,0.2,0.2,-8.3,-10.0,-8.9,-11.9,6.6,6.7,5.85,5.45,-189.5146531,-240.031102,-237.3366122
+06/02/2018,0,1,0.2,0,0,0,0.2,0,0,0,-8.3,-10.0,-8.9,-11.9,5.6,4.7,4.05,4.55,-189.5146531,-240.031102,-237.3366122
+07/02/2018,8,5.2,4.4,6.8,9.4,7,8.2,4.8,7.4,5.8,-8.3,-10.0,-9.0,-12.0,6,4.25,4.9,5.95,-189.5146531,-240.031102,-237.3366122
+08/02/2018,4.2,2.2,3,3,4.8,3.2,3.2,3.2,3.6,3.4,-8.3,-10.0,-9.0,-12.0,6.3,5.65,4.85,5.6,-189.5146531,-240.031102,-237.3366122
+09/02/2018,0.4,0.4,0.4,0.2,0.2,0.2,0.6,0,0.2,0.2,-8.3,-10.0,-9.1,-12.0,6.65,6.1,5.05,5.5,-189.5146531,-240.031102,-237.3366122
+10/02/2018,0,0,0,0.4,0.2,0.2,0.4,0.2,0.2,0,-8.3,-10.0,-9.1,-12.0,6.95,5.6,5.6,4.7,-189.5146531,-240.031102,-237.3366122
+11/02/2018,0,0,0,0,0,0,0,0,0,0.2,-8.3,-10.0,-9.0,-12.0,6.15,5.05,4.85,3.75,-180.0389204,-228.0295469,-225.4697816
+12/02/2018,0,0,0,0,0,0,0,0,0,0,-8.2,-10.2,-8.8,-12.0,5.2,4.65,4.6,4.4,-189.5146531,-240.031102,-237.3366122
+13/02/2018,4.4,4.4,3,1.2,0.4,2.6,3.2,6,1.8,1.8,-8.3,-10.0,-9.9,-11.9,4.45,2.55,2.95,3.55,-189.5146531,-240.031102,-237.3366122
+14/02/2018,0.2,0,0,0,0,0,0,0,0,0,-8.3,-10.1,-9.1,-11.9,4.65,3.3,2.95,3.25,-189.5146531,-240.031102,-237.3366122
+15/02/2018,0,0,0,0,0,0,0,0,0,0.2,-8.3,-10.1,-8.9,-12.0,4.85,3.85,3.8,3,-189.5146531,-240.031102,-237.3366122
+16/02/2018,0,0,0,0,0,0,0,0,0,0,-8.3,-10.1,-8.8,-12.0,4.8,6.8,6,3.55,-189.5146531,-240.031102,-237.3366122
+17/02/2018,0,0,0,0,0,0,0,0,0,0,-8.3,-10.0,-9.0,-12.0,6.85,7.9,7.3,4.65,-189.5146531,-240.031102,-237.3366122
+18/02/2018,32,24,31.8,15.4,27.2,26.8,15.2,38.8,19,22.8,-8.3,-10.3,-8.7,-11.9,6.6,6.95,6.35,8.3,-180.0389204,-228.0295469,-225.4697816
+19/02/2018,4.6,4.4,2,3.4,7.4,6.8,5.8,2.8,7.2,12.4,-8.2,-10.2,-9.0,-12.0,4.65,3.1,3.7,4.9,-189.5146531,-240.031102,-237.3366122
+20/02/2018,0,0,0,0,0,0,0,0,0,0,-8.2,-10.1,-9.1,-12.1,3.9,2.65,2.75,3.7,-189.5146531,-240.031102,-237.3366122
+21/02/2018,0.2,0,0,0,0,0.2,0.2,0,0.2,0,-8.2,-4.9,-8.8,-11.9,4.45,3.85,3.6,5.4,-189.5146531,-240.031102,-237.3366122
+22/02/2018,1,2.4,3,3.4,1.6,2.4,3.6,0,0.8,4,-8.2,,-8.7360,-11.9395,4.15,3.45,3,5.55,-189.5146531,-240.031102,-237.3366122
+23/02/2018,7.2,3.6,3.2,4.6,7,4.6,5.2,0,8,1.6,-8.2,,-8.5413,-11.9403,5.45,3.95,4.1,6.7,-189.5146531,-240.031102,-237.3366122
+24/02/2018,9.2,8.6,8.2,7,4.8,10.6,11.6,16.6,13.2,3.6,-8.2,-3.4,-8.6,-12.0,7.65,7.1,6.75,8.7,-189.5146531,-240.031102,-237.3366122
+25/02/2018,2,0.4,0.2,0.8,1.2,0.2,0.6,0,1.2,0.2,-8.2,-10.2,-9.2,-12.0,1.25,0.75,0,2.45,-180.0389204,-228.0295469,-225.4697816
+26/02/2018,4,1.4,1,1.4,2,3.6,3.8,0,0.6,1.8,-8.2,-10.1,-9.1,-12.0,-3.55,-5.25,-4.8,-3,-189.5146531,-240.031102,-237.3366122
+27/02/2018,7.2,2.2,2.8,5.6,3.8,4.8,4,0.8,5.6,0,-8.2,-3.8,-8.9,-12.0,-3.1,-4.3,-4.45,-3.35,-189.5146531,-240.031102,-237.3366122
+28/02/2018,6.2,0.2,0,0.4,0.4,0,0,2.4,0.8,0,-8.2,,-8.2,-11.9,-3.1,-4.25,-4.4,-3.55,-189.5146531,-240.031102,-237.3366122
+01/03/2018,0.6,0.4,0,0,1.4,2,2.6,0,0.2,2.8,-8.2,,-8.4,-11.9,-0.9,-1.95,-1.75,-0.25,-195.9364995,-233.4454277,-177.7205744
+02/03/2018,16.8,21.4,19,23,28.6,25.8,23.8,2.4,18.8,19.2,-8.2,,-8.4,-11.9,5.25,5.35,5.35,6.25,-195.9364995,-233.4454277,-177.7205744
+03/03/2018,25,14.2,12.4,25.8,20.8,14,22.8,15.8,14.8,10.4,-8.2,,-8.4,-11.9,7.45,9.3,7.8,7.7,-195.9364995,-233.4454277,-177.7205744
+04/03/2018,10.4,10,0,6,11.8,10,7.2,5.4,6.6,8.6,-8.2,-10.2,-8.9,-11.9,8.55,8.75,8.1,8.9,-186.1396745,-221.7731563,-168.8345457
+05/03/2018,10.4,4.4,0,6.4,9,8.2,10.4,5.2,9,5,-8.2,-10.0,-8.9,-12.1,7.05,5.9,6.35,7.35,-195.9364995,-233.4454277,-177.7205744
+06/03/2018,12,12.2,0,9.6,12.8,15.2,9.8,5,12.8,13.2,-8.1,-10.2,-9.1,-12.0,8.6,7.9,7.75,8.9,-195.9364995,-233.4454277,-177.7205744
+07/03/2018,4.4,2.6,0,5.8,6.4,3.8,7.8,8.4,7,5.4,-8.1,-10.4,-8.7,-12.1,9.45,9.7,8.8,7.9,-195.9364995,-233.4454277,-177.7205744
+08/03/2018,0.4,0.6,0.2,0.4,3,2.6,3.4,0.6,2.8,7.4,-8.1,-10.4,-9.4,-12.1,11.05,10.15,10.15,8.95,-195.9364995,-233.4454277,-177.7205744
+09/03/2018,0.2,0,0,0,0,0,0,0,0,0.2,-8.1,-10.2,-9.2,-12.1,11.1,10.6,10.4,9.2,-195.9364995,-233.4454277,-177.7205744
+10/03/2018,0,0,0,0.2,0,0,0.2,0,0.2,0,-8.1,-10.4,-9.0,-12.1,8.7,9.35,8.6,8.3,-195.9364995,-233.4454277,-177.7205744
+11/03/2018,12.8,8.8,12.8,10,7.4,10.2,7.2,13.2,10.4,5.4,-8.1,-10.5,-9.6,-12.1,10.7,11.5,10.35,12.05,-186.1396745,-221.7731563,-168.8345457
+12/03/2018,17.2,11.2,25,11.6,26.8,8.2,15.8,20.2,16.6,17.4,-8.0,-10.4,-9.4,-15.9,9.65,8.75,9.4,10.65,-195.9364995,-233.4454277,-177.7205744
+13/03/2018,7,24,24.4,4.2,6.8,10.4,15.2,17.6,17.2,8,-8.0,-10.4,-9.3,-18.1,10.2,9.7,9.6,9.35,-195.9364995,-233.4454277,-177.7205744
+14/03/2018,0,0.2,0,0,0,0,0,0.6,0,0,-8.0,-10.3,-9.2,-18.2,12.35,10.35,10.55,10.5,-195.9364995,-233.4454277,-177.7205744
+15/03/2018,0.2,0,0,0,0.2,0,0,0,0.2,0.2,-8.0,-10.3,-9.0,-18.2,7.9,8.55,7.45,7,-195.9364995,-233.4454277,-177.7205744
+16/03/2018,21,13.8,12.2,22.6,34.6,16.4,10.8,12.4,20.4,8.2,-7.9,-10.4,-9.2,-18.2,11.6,11.45,11.5,11.7,-195.9364995,-233.4454277,-177.7205744
+17/03/2018,5.6,13.2,2.6,1.4,2.4,3.4,2.4,7.4,2.4,1.8,-7.9,-10.4,-9.2,-18.2,10,8.75,9.25,9,-195.9364995,-233.4454277,-177.7205744
+18/03/2018,3.4,1.4,4,6.6,6.8,2.2,3.6,3,6.2,2.4,-7.9,-10.5,-9.3,-18.1,6.35,6.85,5.6,6.1,-186.1396745,-221.7731563,-168.8345457
+19/03/2018,19.2,10.2,13,13.2,16.2,10.2,11.2,17.8,13,8,-7.9,-10.5,-9.3,-18.2,5.55,4.7,4.85,6.85,-195.9364995,-233.4454277,-177.7205744
+20/03/2018,3.4,1.8,3.8,2,2.2,1.2,0.8,3.6,1.6,3.4,-7.9,-10.6,-9.3,-18.2,6.25,5.3,5.6,7.45,-195.9364995,-233.4454277,-177.7205744
+21/03/2018,14.4,3.2,13.2,18.8,15.4,7.4,11.4,0.2,22.2,7,-7.9,-10.6,-10.6,-18.2,3.9,2.1,3.3,4.9,-195.9364995,-233.4454277,-177.7205744
+22/03/2018,0,0,0,0,0,0,0,0,0,0,-7.9,-10.8,-9.6,-18.2,4.35,2.75,3.15,3.45,-195.9364995,-233.4454277,-177.7205744
+23/03/2018,0,0,0,0,0,0,0,0,0,0,-7.9,-10.7,-9.6,-18.2,5.65,5.3,5.5,5.2,-195.9364995,-233.4454277,-177.7205744
+24/03/2018,0,0,0,0,0,0,0,0,0,0,-7.8,-10.8,-9.3,-18.2,7.65,7.1,6.4,4.9,-195.9364995,-233.4454277,-177.7205744
+25/03/2018,0,0,0,0,0,0,0,0,0,0,-7.8,-2.8,-9.2,-18.2,7.75,6.8,7.05,5.15,-186.1396745,-221.7731563,-168.8345457
+26/03/2018,0,0,0,0,0,0,0,0,0,0,-7.8,-5.6,-9.2,-18.2,9.15,8.4,8.6,7.5,-195.9364995,-233.4454277,-177.7205744
+27/03/2018,0,0,0,0,0,0,0,0,0,0,-7.8,-10.9,-9.5,-18.2,11.85,10,9.85,8.15,-195.9364995,-233.4454277,-177.7205744
+28/03/2018,0,3.2,0,0,0,0,0,0,0,1,-7.8,-10.9,-9.5,-18.2,10.4,10.5,9.95,8.9,-195.9364995,-233.4454277,-177.7205744
+29/03/2018,0,0,0,0,0,0,0,0,0,0,-7.8,-10.9,-9.4,-18.2,12.6,12.75,11.45,11.65,-195.9364995,-233.4454277,-177.7205744
+30/03/2018,0,0,0,0,0,0,0,0,0,0,-7.8,-10.9,-9.6,-18.2,13.6,13.35,13.1,14.25,-195.9364995,-233.4454277,-177.7205744
+31/03/2018,0.4,2.4,0.2,0.2,0.8,9,4.8,0,8,3.4,-7.8,-11.1,-9.3,-18.1,9.55,9.6,9.05,10.9,-195.9364995,-233.4454277,-177.7205744
+01/04/2018,7.4,5,8.4,5.4,9.8,7.2,7.2,5,13.4,5.4,-7.8,-10.9,-10.0,-18.2,11.05,10.15,10.1,10.7,-202.998432,-190.359936,-192.69192
+02/04/2018,0,0,0,0,0,0,0,0.2,0.2,0,-7.7,-11.1,-9.6,-18.2,11.5,11.4,10.65,9.85,-213.68256,-200.37888,-202.8336
+03/04/2018,0,0,0,0,0,0,0,0,0,0,-7.7,-11.0,-9.9,-18.2,12.05,11.25,11.2,11.3,-213.68256,-200.37888,-202.8336
+04/04/2018,7.2,7,5.8,4.8,5.4,5.4,4,7.6,4.6,2.8,-7.7,-11.0,-9.8,-18.2,10.65,11.65,10.75,10.7,-213.68256,-200.37888,-202.8336
+05/04/2018,19,23,12,17.6,28.4,15.6,16.6,17,22,16,-7.7,-11.1,-9.5,-18.2,12.85,11.5,12.05,12.05,-213.68256,-200.37888,-202.8336
+06/04/2018,0,0.2,0,1.2,3.4,0.4,0.2,0.2,0.4,2,-7.7,-10.9,-9.5,-18.2,14.1,13.45,13.25,12.85,-213.68256,-200.37888,-202.8336
+07/04/2018,0,0,0,0,0,0.2,0.2,0,0,0.2,-7.7,-11.0,-9.3,-18.2,15.95,15.85,15.6,12.1,-213.68256,-200.37888,-202.8336
+08/04/2018,0,0,0,0,0,0,0,0,0,0,-7.7,-10.9,-9.4,-18.2,16.35,15.35,15.25,13.35,-202.998432,-190.359936,-192.69192
+09/04/2018,13,12.4,11.4,11.8,11,10.8,12.6,11.4,11.6,10.6,-7.7,-11.0,-9.5,-18.2,11.75,11.2,10.7,12.55,-213.68256,-200.37888,-202.8336
+10/04/2018,6.4,8.8,3.6,3,9.6,6,7.8,5.4,6.8,8,-7.7,-10.9,-9.8,-18.2,11.75,10.85,10.8,11.25,-213.68256,-200.37888,-202.8336
+11/04/2018,1.4,0.4,2.2,1.4,1.6,0.6,0.4,0.6,1.2,0,-7.7,-11.1,-9.5,-18.2,11.75,10.55,10.4,10.95,-213.68256,-200.37888,-202.8336
+12/04/2018,0.2,0.2,0.6,1.2,1,0.4,0.6,0.4,0.6,0.6,-7.7,-11.0,-9.5,-18.2,13,13.3,12.8,13.15,-213.68256,-200.37888,-202.8336
+13/04/2018,4.8,5.8,0,2.4,4.2,6.4,3,0.6,7.2,4.4,-7.7,-10.9,-9.6,-18.2,13.45,12.05,12.05,13.2,-213.68256,-200.37888,-202.8336
+14/04/2018,0,0,0,0,0,0,0.2,0,0,0.2,-7.7,-11.1,-9.6,-18.2,15.4,14.55,14.95,13.15,-213.68256,-200.37888,-202.8336
+15/04/2018,0,0,0,0,0,0,0,0.2,0,0,-7.7,-11.1,-9.7,-18.2,16.35,15.3,14.85,14.5,-202.998432,-190.359936,-192.69192
+16/04/2018,0.6,0.2,0.2,0,0.6,0.4,0.2,0.2,0.4,0.6,-7.7,-11.1,-9.6,-18.2,17.6,15.55,16.25,14.9,-213.68256,-200.37888,-202.8336
+17/04/2018,0,0,0,0,0,0,0,0,0,0,-7.7,-11.1,-9.9,-18.2,17.45,16.45,16.4,15.35,-213.68256,-200.37888,-202.8336
+18/04/2018,2.8,2.8,0.4,1.8,4.6,6.6,9,0,6.6,4.8,-7.7,-11.1,-9.3,-18.1,17.25,15.5,16.95,15.2,-213.68256,-200.37888,-202.8336
+19/04/2018,0,0,0,0,0,0,0,0,0,0,-7.7,-11.2,-9.6,-18.2,19.15,16.6,18.55,15.65,-213.68256,-200.37888,-202.8336
+20/04/2018,0,0,0,0,0,0,0.2,0,0,0,-7.7,-11.0,-9.6,-18.2,21.05,19.3,20.25,16.95,-213.68256,-200.37888,-202.8336
+21/04/2018,0,0,0,0,0,0,0,0,0,0,-7.7,-11.1,-9.6,-18.2,21.5,20.1,21.3,16.65,-213.68256,-200.37888,-202.8336
+22/04/2018,0,0,0,0,0,0,0,0,0,0,-7.7,-11.1,-9.5,-18.2,20.25,18,18.8,16.8,-202.998432,-190.359936,-192.69192
+23/04/2018,0,0,0,0,0,0,0,0,0,0,-7.7,-11.2,-9.5,-18.2,19.45,17.4,18.05,16.15,-213.68256,-200.37888,-202.8336
+24/04/2018,0,0,0,0,0,0,0,0,0,0,-7.7,-11.2,-9.5,-18.2,18.65,18.5,17.45,16.05,-213.68256,-200.37888,-202.8336
+25/04/2018,0,0,0,0,0,0,0,0,0,0,-7.6,-11.1,-9.6,-18.2,18.75,17.8,17.35,16.15,-213.68256,-200.37888,-202.8336
+26/04/2018,0,0,0,0,0,0,0,0,0,0,-7.6,-11.2,-9.7,-18.2,18.45,17.65,17.85,15.8,-213.68256,-200.37888,-202.8336
+27/04/2018,0,0,0,0,0,0,0,0,0,0,-7.6,-11.3,-9.7,-18.2,19.6,18.85,19,16.55,-213.68256,-200.37888,-202.8336
+28/04/2018,0,0,0,0,0,0,0,0,0,0.2,-7.6,-11.3,-9.7,-18.2,20.9,20.25,19.75,17.9,-213.68256,-200.37888,-202.8336
+29/04/2018,0,0,0,0,0,0,0,0,0,0,-7.6,-11.1,-9.5,-18.2,20.15,20.25,20.05,18.25,-202.998432,-190.359936,-192.69192
+30/04/2018,0.6,0,0,0.2,0,0,0,0.4,0.2,0,-7.6,-11.2,-9.8,-18.2,16.6,15.2,15.5,15.05,-213.68256,-200.37888,-202.8336
+01/05/2018,0,0,0,0,0,0,0,0,0,0,-7.6,-11.3,-9.5,-18.2,11.9,11.65,11,11.4,-183.352308,-180.5939813,-198.4799501
+02/05/2018,32,27.2,30.2,34.4,33.6,33.4,32.6,27.6,32.4,24.6,-7.6,-11.4,-9.7,-18.2,14.5,13.25,13.15,15.6,-183.352308,-180.5939813,-198.4799501
+03/05/2018,0,0.2,0.2,0.2,0,0,0.2,0.2,0.2,0.4,-7.6,-11.3,-10.0,-18.2,15.8,14.7,14.5,15.75,-183.352308,-180.5939813,-198.4799501
+04/05/2018,2.4,0.8,1.8,1.8,3.2,2,3.2,2,2.2,2.4,-7.6,-11.3,-9.8,-18.2,16.8,15.6,16.35,17.35,-183.352308,-180.5939813,-198.4799501
+05/05/2018,36.4,10.6,27,16,14.4,25.6,16.2,7,20.4,16.8,-7.6,-11.3,-9.9,-18.2,18.55,17.4,17.15,18.35,-183.352308,-180.5939813,-198.4799501
+06/05/2018,4.2,3.2,8.4,6.6,8.2,6,8.8,2,12,4.4,-7.6,-11.3,-9.8,-18.2,17.65,16.3,16.8,17.7,-174.1846926,-171.5642822,-188.5559525
+07/05/2018,9.4,0.2,3.2,5.6,6.2,0.2,6.2,0,3.4,0.6,-7.6,-11.4,-9.8,-18.2,19.5,18.85,18.8,19.4,-183.352308,-180.5939813,-198.4799501
+08/05/2018,4.2,0.2,0.4,2,4.4,24.4,5,1,1.6,3,-7.5,-11.3,-10.1,-18.2,19.1,18.4,18,19.5,-183.352308,-180.5939813,-198.4799501
+09/05/2018,7.2,3,3.8,2.6,1,2.8,2.4,3.2,3.2,6,-7.5,-11.3,-9.9,-18.2,18.45,16.8,16.1,17.7,-183.352308,-180.5939813,-198.4799501
+10/05/2018,1.2,5.8,0,0,18.8,1,8,0.2,1.2,11.2,-7.5,-11.5,-9.9,-18.2,16.2,16.3,15.15,16.95,-183.352308,-180.5939813,-198.4799501
+11/05/2018,5,4.8,0,4,5.8,5,0,16.6,2.8,0.4,-7.5,-11.3,-9.8,-18.2,18.45,17.3,16.1,17.5,-183.352308,-180.5939813,-198.4799501
+12/05/2018,0,0.6,0,0.2,5.2,2,0.2,0,0.6,0,-7.5,-11.5,-9.5,-18.2,18.3,16.8,16.85,17,-183.352308,-180.5939813,-198.4799501
+13/05/2018,0,0,0,0,0,0,0,0,0,0,-7.5,-11.4,-9.7,-18.2,17.15,15.65,15.6,16.45,-174.1846926,-171.5642822,-188.5559525
+14/05/2018,12.6,19.6,16.2,16,17.4,18.2,19.6,17.2,21.2,12.6,-7.5,-11.4,-10.0,-18.2,12.7,11.7,11.7,12.9,-183.352308,-180.5939813,-198.4799501
+15/05/2018,4,3.6,4.4,4.8,7.6,6,11,3.2,3,14.8,-7.5,-11.6,-9.9,-18.2,11.2,11.05,10.15,12,-183.352308,-180.5939813,-198.4799501
+16/05/2018,6.8,4.8,6.6,25.6,13.4,12.8,10.2,3.8,12.6,6.2,-7.5,-11.3,-9.9,-18.2,13.25,13.4,12.65,13.85,-183.352308,-180.5939813,-198.4799501
+17/05/2018,1.4,4.4,0.8,3.4,2.4,24.8,5.2,1.4,3.2,1.8,-7.5,-11.6,-9.5,-18.2,14.2,13.35,13.8,14.85,-183.352308,-180.5939813,-198.4799501
+18/05/2018,3.2,0.8,5.4,4.6,14.8,1.8,2.4,21.8,2,3,-7.5,-11.5,-9.8,-18.2,16.35,16.2,15.1,15.7,-183.352308,-180.5939813,-198.4799501
+19/05/2018,0,0,0,0,0,0,0,0.2,0,0,-7.5,-11.4,-9.9,-18.2,18.95,18.45,18.3,16.35,-183.352308,-180.5939813,-198.4799501
+20/05/2018,0,0,0,0,0,0,0,0,0,0.2,-7.4,-11.5,-9.9,-18.2,20.2,18.6,19.55,17.2,-174.1846926,-171.5642822,-188.5559525
+21/05/2018,65.6,3.4,22.2,27,0.4,28,0.2,17,11.2,2.6,-7.4,-11.6,-9.9,-18.2,19.2,17.45,18.3,17.95,-183.352308,-180.5939813,-198.4799501
+22/05/2018,10,25.4,12.4,10.6,10,12.2,19.4,13.6,8.8,13.2,-7.4,-11.6,-10.3,-18.2,16.8,16.2,15.25,17.25,-183.352308,-180.5939813,-198.4799501
+23/05/2018,2.8,1.4,9.4,11.2,1.4,2.6,1.8,3.8,2.4,0.2,-7.4,-11.6,-10.1,-18.2,19.25,17.4,16.7,18.55,-183.352308,-180.5939813,-198.4799501
+24/05/2018,4,0.2,14,1.2,0.8,0,0,0.2,3.6,0,-7.3,-11.8,-10.0,-18.2,19.95,17.75,17.95,18.25,-183.352308,-180.5939813,-198.4799501
+25/05/2018,0,0,0.4,0.2,0.2,0,0,0,0.2,0,-7.3,-11.7,-9.8,-18.2,21.75,19.65,19.2,19.9,-183.352308,-180.5939813,-198.4799501
+26/05/2018,0,0,0,0,0,0,0,0.2,0,0.2,-7.3,-11.5,-10.3,-18.2,23.3,21.95,21.8,21.1,-183.352308,-180.5939813,-198.4799501
+27/05/2018,0,0,0,0,0,0,0,0,0,0,-7.3,-11.5,-10.2,-18.2,23.35,22.6,22.65,21.85,-174.1846926,-171.5642822,-188.5559525
+28/05/2018,0,4,0,0,0,0,0,0,0,0.2,-7.3,-11.6,-10.1,-18.2,21.65,20.7,20.85,21.05,-183.352308,-180.5939813,-198.4799501
+29/05/2018,0,0,0.2,0,0,0,0,0.2,0,0,-7.3,-11.5,-10.3,-11.0,22.75,21.65,21.45,21.8,-183.352308,-180.5939813,-198.4799501
+30/05/2018,0,0,0,0,0,0,0,0.2,0,0,-7.3,-11.7,-10.0,-12.5,20.9,21.05,20.85,19.9,-183.352308,-180.5939813,-198.4799501
+31/05/2018,2.2,1.4,2,7.8,3,2.4,2.2,1.8,3,1.2,-7.3,-11.7,-10.2,-13.0,22,19.9,19.55,19.3,-183.352308,-180.5939813,-198.4799501
+01/06/2018,0,0,0,0,0,0,0,0,0.2,0,-7.3,-11.5,-10.1,-12.9,21.2,18.95,19.1,18.6,-251.78304,-261.8496,-85.15584
+02/06/2018,0,0,0,0,0.2,0,0,0.2,0,0.2,-7.3,-11.7,-10.2,-12.9,21.05,19.55,19.5,19.15,-251.78304,-261.8496,-85.15584
+03/06/2018,0,0,0,0,0,0,0.2,0,0,0,-7.3,-11.8,-10.3,-13.0,22.15,20.9,20.3,20.1,-239.193888,-248.75712,-80.898048
+04/06/2018,0,0,0,0,0,0,0,0,0,0,-7.3,-11.9,-10.2,-13.0,21,20.05,20.1,21,-251.78304,-261.8496,-85.15584
+05/06/2018,0.2,0.2,0.2,0,0,0,0,3.2,0.2,1.8,-7.3,-11.7,-9.9,-13.0,20.7,19,19.4,19.9,-251.78304,-261.8496,-85.15584
+06/06/2018,0,0,0,0,0,0,0,0,0,0.2,-7.3,-11.6,-9.8,-13.0,21.55,19.85,19.5,19.95,-251.78304,-261.8496,-85.15584
+07/06/2018,0,0,0.6,0,0,0,0,0,0,0,-7.3,-11.5,-9.7,-13.0,22.2,21.15,21.15,21.45,-251.78304,-261.8496,-85.15584
+08/06/2018,3.6,3,2,1.4,2.8,2.8,2.8,2.4,2.4,3.6,-7.3,-11.6,-9.7,-13.0,19.65,18.9,19.1,20.15,-251.78304,-261.8496,-85.15584
+09/06/2018,10.6,0.2,3,0.2,0,1.6,0.2,3.2,0.8,1,-7.3,-11.6,-9.8,-13.0,20.55,18.45,19.1,19.25,-251.78304,-261.8496,-85.15584
+10/06/2018,0,0,0,0,0,0,0,0,0,0,-7.3,-11.7,-9.6,-13.0,22.35,20.4,20.85,20.25,-239.193888,-248.75712,-80.898048
+11/06/2018,0,0,0,0,0,0,0,0,0,0,-7.3,-11.6,-10.2,-13.1,24.35,22.15,22.5,21.6,-251.78304,-261.8496,-85.15584
+12/06/2018,0,0,0,0,0,0,0,0,0,0,-7.3,-11.7,-9.7,-13.0,22,20.6,21.15,21.4,-251.78304,-261.8496,-85.15584
+13/06/2018,0.6,0.2,0.2,0.8,6,0,1,0,0.2,0.4,-7.3,-11.6,-9.7,-13.0,18.4,18.85,18.4,18.95,-251.78304,-261.8496,-85.15584
+14/06/2018,2.4,2,0.4,1.4,11.2,2,2.6,0.6,2.6,1,-7.3,-11.6,-9.8,-13.1,20.7,19.85,20,20,-251.78304,-261.8496,-85.15584
+15/06/2018,0.8,0,1,1,0,0,1.8,1.2,0.4,0.2,-7.3,-11.7,-9.7,-13.1,20.5,19.45,19.4,18.3,-251.78304,-261.8496,-85.15584
+16/06/2018,0,0,0,0,0,0,0,0,0,0,-7.3,-11.5,-10.1,-13.1,22.55,21,20.85,19.4,-251.78304,-261.8496,-85.15584
+17/06/2018,0,0,0,0,0,0,0,0,0,0,-7.3,-11.6,-9.4,-13.0,23.9,22.4,22.55,20.7,-239.193888,-248.75712,-80.898048
+18/06/2018,0,0,0,0,20.4,0,0.8,0,0,3.8,-7.3,-11.5,-10.0,-13.0,23.6,23.35,22.65,21.3,-251.78304,-261.8496,-85.15584
+19/06/2018,0,0,0,0,0,0,0,0,0,0,-7.3,-11.5,-9.9,-13.1,24.95,23.5,24,21.75,-251.78304,-261.8496,-85.15584
+20/06/2018,0,0,0,0,0,0,0,0,0,0,-7.3,-11.4,-9.5,-13.0,25.45,23.15,24.2,22.35,-251.78304,-261.8496,-85.15584
+21/06/2018,0,2.2,0,6,0.6,0,0,0.2,0.2,0,-7.3,-11.4,-9.9,-13.1,24.25,23.5,22.45,22.55,-251.78304,-261.8496,-85.15584
+22/06/2018,0,19.4,0,0,1.4,1,6.8,12.4,0.2,0.4,-7.3,-11.4,-9.8,-13.1,22.75,22.7,21.6,21.8,-251.78304,-261.8496,-85.15584
+23/06/2018,0,0,0,10,0.8,0,0.6,0,8,7.4,-7.3,-11.5,-9.9,-13.0,21.15,20.65,20.25,19.45,-251.78304,-261.8496,-85.15584
+24/06/2018,0,0,0,0,0,0,0,0,0,0,-7.3,-11.8,-10.3,-13.0,21.3,20.3,19.8,18.05,-239.193888,-248.75712,-80.898048
+25/06/2018,0,0,0,0,0,0,0,0,0,0,-7.3,-11.6,-10.4,-13.0,21,19.45,19.55,19.05,-251.78304,-261.8496,-85.15584
+26/06/2018,16.4,4,6,18.6,6.4,8.4,9.8,13.4,8.2,9.8,-7.3,-11.7,-11.0,-13.0,19.35,18.35,17.7,18.8,-251.78304,-261.8496,-85.15584
+27/06/2018,0,0,0,0,0,0,0,0,0,0,-7.3,-11.7,-10.0,-12.9,21.55,20.8,20.05,18.85,-251.78304,-261.8496,-85.15584
+28/06/2018,4.8,5.4,20.8,9.2,2.8,4.6,4,11.6,4.4,0,-7.3,-11.6,-10.1,-12.9,21.45,19.6,19.55,20,-251.78304,-261.8496,-85.15584
+29/06/2018,0,0,0,0,0,0,0,0,0.2,0,-7.3,-11.7,-10.0,-12.9,22.45,21.1,20.9,21.2,-251.78304,-261.8496,-85.15584
+30/06/2018,0,0,0,0,0,0,0,0.2,0,0,-7.3,-11.7,-9.8,-13.0,25.55,23.05,23.9,23.5,-251.78304,-261.8496,-85.15584
+01/07/2018,0,0,0,0,0,0,0,0,0,0,-7.3,-11.8,-10.1,-12.9,24.85,24,23,22.8,-188.8207267,-189.9097174,-184.8439892
+02/07/2018,0,0,0,0,0,0,0,0,0,0,-7.3,-11.7,-10.1,-12.9,25.4,24.1,22.7,22.4,-198.7586597,-199.9049657,-194.5726202
+03/07/2018,0,0,0,0,0,0,0,0,0,0,-7.4,-11.6,-10.0,-12.9,26,24.5,23.85,24.9,-198.7586597,-199.9049657,-194.5726202
+04/07/2018,0,0,0,0,0,0,0,0,0,0,-7.4,-11.6,-9.9,-12.9,24.9,23.4,23.5,23.95,-198.7586597,-199.9049657,-194.5726202
+05/07/2018,0,0,0,0,0,0,0,0,0,0,-7.4,-11.6,-10.0,-12.9,24.25,23.75,23,23.7,-198.7586597,-199.9049657,-194.5726202
+06/07/2018,0,0,0,0,0,0,0,0,0,0,-7.4,-11.6,-9.9,-12.9,24.3,23.05,23.35,24,-198.7586597,-199.9049657,-194.5726202
+07/07/2018,0,0,0,0,0.2,0,0,0.2,0.2,0,-7.4,-11.6,-10.1,-12.9,24.75,24.45,24.1,23.85,-198.7586597,-199.9049657,-194.5726202
+08/07/2018,1.4,14.2,1.6,24.6,14,7.4,15.2,0.4,10,8.6,-7.4,-11.7,-10.0,-12.9,24.5,23.8,23.4,23.3,-188.8207267,-189.9097174,-184.8439892
+09/07/2018,0,0,3,3.2,0,0,0,0,0.2,0.2,-7.4,-11.8,-10.1,-13.0,26.25,23.45,23.85,23.05,-198.7586597,-199.9049657,-194.5726202
+10/07/2018,0,0,0,0,0,0,0,0,0,0,-7.4,-11.7,-9.8,-13.0,24.9,23.75,23.35,23.1,-198.7586597,-199.9049657,-194.5726202
+11/07/2018,0.2,0,0.4,0,0,0,0,0,0,0,-7.4,-11.7,-9.8,-12.9,24.3,23.6,23.4,23.55,-198.7586597,-199.9049657,-194.5726202
+12/07/2018,0,0,0,0,0,0,0,0,0,0,-7.4,-11.3,-9.8,-13.0,24.3,23.05,22.75,23.75,-198.7586597,-199.9049657,-194.5726202
+13/07/2018,0,0,0,0,0,0,0,0,0,0,-7.4,-11.3,-10.1,-13.0,25.45,23.65,23.1,23.8,-198.7586597,-199.9049657,-194.5726202
+14/07/2018,0,0,0,0,0,0,0,0,0,0,-7.4,-11.6,-10.3,-12.9,26.15,24.95,24.55,24.3,-198.7586597,-199.9049657,-194.5726202
+15/07/2018,0,0,0,0,0,0,0,0,0,0,-7.4,-11.6,-10.4,-12.9,27.35,24.85,24.7,25,-188.8207267,-189.9097174,-184.8439892
+16/07/2018,0,0,0,0,0,0,0,0,0,0,-7.4,-11.8,-9.9,-12.9,22.75,22.25,22,23.15,-198.7586597,-199.9049657,-194.5726202
+17/07/2018,11.4,2.6,9.2,12.4,68.6,14.4,13,5,15.4,7,-7.4,-11.9,-9.9,-12.9,23.45,22.05,22,23.65,-198.7586597,-199.9049657,-194.5726202
+18/07/2018,0,0,0,0,0,0,0,0,0,0,-7.4,-11.7,-10.3,-12.9,26.2,24.3,23.7,24.6,-198.7586597,-199.9049657,-194.5726202
+19/07/2018,0,0,0,0,0,0,0,0,0,0,-7.4,-11.7,-10.0,-12.9,25.3,24.55,23.7,23.4,-198.7586597,-199.9049657,-194.5726202
+20/07/2018,0,0,0,0,0,0,0,0,0,0,-7.4,-11.6,-10.2,-12.9,25.65,23.85,24.25,23.75,-198.7586597,-199.9049657,-194.5726202
+21/07/2018,0,0,0,0,0,0,0,0,0,0,-7.4,-11.6,-10.3,-12.9,24.1,23.55,22.65,22.9,-198.7586597,-199.9049657,-194.5726202
+22/07/2018,0,0,0,0,0,0,0,1.4,0.4,0,-7.4,-11.7,-9.9,-13.0,24.5,22.9,23.25,24,-188.8207267,-189.9097174,-184.8439892
+23/07/2018,2.8,0.8,1.6,2.4,2.8,1.4,2.4,1.4,3.2,1.4,-7.4,-11.7,-10.0,-13.1,24.15,23.25,22.5,24.9,-198.7586597,-199.9049657,-194.5726202
+24/07/2018,0,0,0,0,0,0,0,0,0,0,-7.4,-11.6,-10.6,-13.0,27.35,24.15,25,24.3,-198.7586597,-199.9049657,-194.5726202
+25/07/2018,0,0,0,0,0,0,0,0,0,0,-7.4,-11.8,-10.5,-12.9,26.25,24.5,24.95,24.3,-198.7586597,-199.9049657,-194.5726202
+26/07/2018,16.8,4.8,1.2,1,24.8,3,56,0,6.6,0.2,-7.4,-11.8,-9.9,-12.9,26.15,25.95,24.35,25,-198.7586597,-199.9049657,-194.5726202
+27/07/2018,7.4,0,0,2,0,1,0.4,0.2,0.2,0,-7.4,-11.6,-10.5,-13.0,26.85,25,24.65,24.85,-198.7586597,-199.9049657,-194.5726202
+28/07/2018,0,0,0,0,0.2,13.4,1.6,1,0.2,0,-7.4,-11.6,-10.2,-13.0,25.15,24.4,24.05,24.35,-198.7586597,-199.9049657,-194.5726202
+29/07/2018,0,0,0,0,0,0,0,0,0,0,-7.4,-11.9,-10.0,-13.0,26.6,25,24.15,24.55,-188.8207267,-189.9097174,-184.8439892
+30/07/2018,0,0,0,0,0,0,0,0,0,0,-7.4,-11.7,-10.2,-13.0,28.8,27,26.75,28.05,-198.7586597,-199.9049657,-194.5726202
+31/07/2018,0,0,0,0,0,0,0,0,0,0,-7.4,-11.6,-10.4,-12.9,30.5,28.9,29.15,27.85,-198.7586597,-199.9049657,-194.5726202
+01/08/2018,0,0,0,0,0.4,0,0,0,0,2.8,-7.4,-11.5,-9.9,-13.0,29.75,29.8,28.45,27.4,-185.9380146,-182.87041,-164.7138231
+02/08/2018,0,0,1,0,0,0,0,0,0,0,-7.4,-11.5,-10.0,-12.9,29.2,27.15,28.5,28.5,-185.9380146,-182.87041,-164.7138231
+03/08/2018,3.8,0.6,25.4,0.6,0,8.2,6.2,1,2,1.2,-7.4,-11.5,-10.4,-13.0,27,26.3,26.05,25.85,-185.9380146,-182.87041,-164.7138231
+04/08/2018,0.2,0,0,0,0,0,0,0,0,0,-7.4,-11.7,-10.0,-13.0,28.1,27.3,27.35,26.85,-185.9380146,-182.87041,-164.7138231
+05/08/2018,0,23,18.6,4.2,7,10.2,2,8.4,1,1.4,-7.4,-11.8,-10.0,-13.0,28.1,27.55,27.4,27.1,-176.6411138,-173.7268895,-156.4781319
+06/08/2018,0.6,0,0,0,0,0,0,0,0,0,-7.4,-11.5,-10.4,-13.1,28.45,27.45,26.8,26.7,-185.9380146,-182.87041,-164.7138231
+07/08/2018,0.2,0,0,0,0,0,0,0,0,0,-7.4,-11.6,-10.2,-13.0,28.6,26.05,26.25,27.1,-185.9380146,-182.87041,-164.7138231
+08/08/2018,0.2,1,0.2,32,4.6,0,0.4,0.2,3.8,0,,-11.5,-10.5,-12.9,28.2,25.75,25.4,26.9,-185.9380146,-182.87041,-164.7138231
+09/08/2018,0,5.8,0.2,0,0,0,0,0,0.4,0,,-11.7,-10.3,-12.9,27.25,25.7,25.3,26.5,-185.9380146,-182.87041,-164.7138231
+10/08/2018,0,0,0,0,0.2,0,2,0,17.4,0,,-11.8,-10.0,-12.9,26.45,25.05,24.65,25.8,-185.9380146,-182.87041,-164.7138231
+11/08/2018,0,0,0,0,0,0,0.2,0.2,0.2,0,,-11.7,-9.9,-12.9,26.2,25.55,24.6,25.75,-185.9380146,-182.87041,-164.7138231
+12/08/2018,0,0,0,0,0,0,0,0,0,0,,-11.5,-10.2,-13.0,26.35,24.95,24.85,25.3,-176.6411138,-173.7268895,-156.4781319
+13/08/2018,0,0,0,0,0,0,0,0,0,0,,-11.7,-10.3,-12.9,24.95,23.6,23.2,24.15,-185.9380146,-182.87041,-164.7138231
+14/08/2018,11.8,3.6,22.8,7.4,4.6,6.2,7,26,4.6,4.2,,-11.7,-9.8,-12.9,21.9,21.45,20.5,22.75,-185.9380146,-182.87041,-164.7138231
+15/08/2018,6,2,2.6,13.4,8.4,1.8,3.4,1,4.2,3,,-11.6,-10.6,-13.0,22.6,22,21.65,22.85,-185.9380146,-182.87041,-164.7138231
+16/08/2018,0,0,0,0.2,0,0,0,0,0,0,,-11.9,-10.0,-13.0,26.2,23.45,24.5,23.6,-185.9380146,-182.87041,-164.7138231
+17/08/2018,0,0,0,0,0,0,0,0,0,0,,-11.6,-10.3,-13.0,26,24.2,23.7,23.4,-185.9380146,-182.87041,-164.7138231
+18/08/2018,0,0,0,0,0,0,0,0,0,0,,-11.4,-10.0,-13.0,26.4,24.9,24.4,24.65,-185.9380146,-182.87041,-164.7138231
+19/08/2018,1.2,3,0.4,1.6,0,16.4,5.6,28.2,5.6,0,,-11.7,-10.2,-12.9,26.05,24.8,24.2,24.4,-176.6411138,-173.7268895,-156.4781319
+20/08/2018,8.2,4.2,0.2,5.8,61.8,6.4,9.2,4.6,8,8,,-11.6,-10.0,-13.0,25.6,24.95,24.45,23.8,-185.9380146,-182.87041,-164.7138231
+21/08/2018,10.4,5.6,0,10.8,2.8,6.8,1,0.4,0.2,39.4,,-11.7,-9.8,-13.1,26.85,26,26.05,24.5,-185.9380146,-182.87041,-164.7138231
+22/08/2018,0,6.2,1,0,0.6,0.4,0.8,0,0,24.8,,-11.6,-10.5,-13.1,26.85,26,25.7,24,-185.9380146,-182.87041,-164.7138231
+23/08/2018,0,0,0,0,0,0,0,0,0,0,,-11.4,-10.5,-13.1,25.9,25,24.9,24.65,-185.9380146,-182.87041,-164.7138231
+24/08/2018,0,0,0,1.2,0,0,0,0,0,0,,-11.8,-9.7,-13.0,25.5,24.8,23.6,24.35,-185.9380146,-182.87041,-164.7138231
+25/08/2018,0,6.4,0,0,0,0.2,0,0,0,0,,-11.5,-10.3,-13.1,24,23.3,23.55,24.45,-185.9380146,-182.87041,-164.7138231
+26/08/2018,12.4,2,4.8,10.8,1.6,4.6,1.6,2.8,2.6,6.8,,-11.9,-9.9,-13.0,19.5,18.45,18.65,19,-176.6411138,-173.7268895,-156.4781319
+27/08/2018,0,0,0,0,0,0,0,0,0,0,,-11.7,-9.9,-13.1,20.25,18.35,18.7,19.1,-185.9380146,-182.87041,-164.7138231
+28/08/2018,0,0,0,0,0,0,0,0,0,0,,-11.5,-10.0,-13.0,23.35,22.65,22.15,21.35,-185.9380146,-182.87041,-164.7138231
+29/08/2018,0,0,0,0,0,0,0,0,0,0,,-11.7,-10.2,-13.0,26.1,24.25,23.85,22.35,-185.9380146,-182.87041,-164.7138231
+30/08/2018,0,0,0,0,0,0,0,0,0,0,,-11.5,-10.2,-13.0,24.45,22.95,23.15,23.85,-185.9380146,-182.87041,-164.7138231
+31/08/2018,3.4,2,0.8,0,0,0.4,0,3.6,0,0,,-11.7,-9.9,-13.0,23,22.45,22.1,23.25,-185.9380146,-182.87041,-164.7138231
+01/09/2018,0,0,0.8,0.2,0,0,0,1,0,9.2,,-11.6,-10.0,-13.0,20.55,19.95,19.9,20.7,-209.80608,-176.90592,-168.40704
+02/09/2018,17.8,15.8,8.4,2.4,3.4,26.8,13.8,4.6,9.2,9,,-11.6,-10.8,-13.1,20.35,19.2,18.2,19.85,-199.315776,-168.060624,-159.986688
+03/09/2018,0,0,2.8,0.4,1.8,0.2,0.2,0,0.2,0,,-11.5,-10.7,-13.1,20.1,18.4,18.5,19.45,-209.80608,-176.90592,-168.40704
+04/09/2018,0,0,0.4,0.8,0,0,0.2,0.6,0.4,0,,-11.7,-10.0,-13.0,19.95,19.3,18.7,19.85,-209.80608,-176.90592,-168.40704
+05/09/2018,17.4,5.8,9.2,0.2,3.8,17.8,23.2,7.2,0.2,13.2,,-11.5,-10.3,-13.1,21.8,21.65,20.75,21.5,-209.80608,-176.90592,-168.40704
+06/09/2018,0,0,0,0,0.2,0.2,0.2,0,0.2,0.2,,-11.4,-10.0,-13.0,22.95,22.1,21.6,22.05,-209.80608,-176.90592,-168.40704
+07/09/2018,0.2,0.8,0,0.2,0,0.2,0,1.6,0,0,,-11.8,-9.9,-13.0,22.85,21.15,21.85,22.55,-209.80608,-176.90592,-168.40704
+08/09/2018,0,0,0.2,0,0.2,0,0,0,0.2,0,,-11.4,-9.7,-13.0,23.45,22.15,21.65,22.35,-209.80608,-176.90592,-168.40704
+09/09/2018,0,0,0,0,0,0,0,0.2,0,0.2,,-11.5,-9.9,-13.1,24.6,23.15,22.7,23.15,-199.315776,-168.060624,-159.986688
+10/09/2018,0,0,0,0,0,0,0,0,0,0,,-11.4,-9.9,-13.0,25,24,23.4,23.3,-209.80608,-176.90592,-168.40704
+11/09/2018,0,0,0,0,0,0,0.2,0,0,0,,-11.5,-10.4,-13.0,25.9,24.15,23.35,23.1,-209.80608,-176.90592,-168.40704
+12/09/2018,0,0,0,0,0,0,0,0,0,0,-7.5,-11.3,-9.8,-13.0,25.95,24.7,24.25,23.6,-209.80608,-176.90592,-168.40704
+13/09/2018,0,0,0,0,0,0,0,0,0,0,-7.5,-11.3,-10.1,-13.0,21.15,20.3,20.4,20.55,-209.80608,-176.90592,-168.40704
+14/09/2018,0,0,0,0,0,0,0,0,0,0,-7.5,-11.5,-10.6,-13.1,25,22.85,22.75,23.85,-209.80608,-176.90592,-168.40704
+15/09/2018,0.2,0,0,0,0,9.2,16.8,0,9,0,-7.5,-11.4,-10.3,-13.0,24.05,22.55,21.35,22.55,-209.80608,-176.90592,-168.40704
+16/09/2018,0,0,0,0,0.2,0,0,0,0,0,-7.5,-11.3,-10.4,-13.0,24.25,22.15,22.4,23.15,-199.315776,-168.060624,-159.986688
+17/09/2018,0,0,0,3.2,0,2.4,0.2,0.8,1,0,-7.5,-11.6,-9.9,-13.0,23.9,21.75,21.4,22.8,-209.80608,-176.90592,-168.40704
+18/09/2018,0.4,3.6,0.8,8.2,0,0,10.6,0.8,2.6,45,-7.5,-11.4,-10.5,-13.1,22.2,21.9,21.95,22.15,-209.80608,-176.90592,-168.40704
+19/09/2018,9.8,0.4,0.4,0,0,9.6,21,24.6,2,0.4,-7.5,-11.4,-9.8,-13.0,23.75,22.6,21.7,22.7,-209.80608,-176.90592,-168.40704
+20/09/2018,0,6.6,0,0,0.2,2.2,0.6,0,0.2,0.2,-7.5,-11.4,-10.4,-13.1,23.55,23.35,23.15,22,-209.80608,-176.90592,-168.40704
+21/09/2018,0,0,0,0,0,0,0.2,0,0,0.2,-7.5,-11.3,-9.7,-13.0,24.5,23.25,23.25,22.55,-209.80608,-176.90592,-168.40704
+22/09/2018,0,0,0,0.2,0.2,0,0,0.2,0.2,0,-7.5,-11.4,-10.4,-13.1,22.6,22.3,21.7,23,-209.80608,-176.90592,-168.40704
+23/09/2018,0.2,0,0,0.2,0.2,0,0.2,0,0.2,0,-7.5,-11.7,-9.9,-13.0,22.45,21.55,21.1,22.15,-199.315776,-168.060624,-159.986688
+24/09/2018,0,0,0,0,0,0.2,0,0,0,0,-7.5,-11.4,-10.0,-13.0,22.35,21.6,21.15,23.35,-209.80608,-176.90592,-168.40704
+25/09/2018,0,0,0,0,0,0,0,0,0,0,-7.5,-11.6,-10.0,-13.0,16.7,14.85,16.25,18,-209.80608,-176.90592,-168.40704
+26/09/2018,0,0,0,0,0,0,0,0,0,0,-7.6,-11.2,-10.4,-13.1,14.45,13.4,14.35,13.35,-209.80608,-176.90592,-168.40704
+27/09/2018,0,0,0,0,0,0,0,0,0,0,-7.6,-11.3,-10.3,-13.0,18.25,17.25,16.65,15,-209.80608,-176.90592,-168.40704
+28/09/2018,0,0,0,0,0,0,0,0,0,0,-7.6,-11.4,-10.0,-13.0,20.85,19.4,20.35,17.15,-209.80608,-176.90592,-168.40704
+29/09/2018,0,0,0,0,0,0,0,0,0,0,-7.6,-11.2,-10.2,-13.1,20.95,20.85,20.95,17.3,-209.80608,-176.90592,-168.40704
+30/09/2018,0,0,0,0,0,0,0,0,0,0,-7.6,-11.3,-9.7,-13.0,19.8,19.5,18.9,17.3,-199.315776,-168.060624,-159.986688
+01/10/2018,4.8,2,4.6,6,8.4,4.2,5.6,5.6,8,4.2,-7.6,-11.3,-10.3,-13.1,17.55,16.5,17.3,17.15,-200.7258106,-194.0376774,-145.845891
+02/10/2018,40.4,7.4,48.2,21.8,14.6,35.8,15.6,23,28.2,2.8,-7.6,-11.3,-9.8,-13.0,13.85,12.35,13.05,13.3,-200.7258106,-194.0376774,-145.845891
+03/10/2018,0.2,0,0,0,0,0,0.2,1.2,0,0.2,-7.6,-11.4,-10.0,-13.1,17.1,15.95,16,14.8,-200.7258106,-194.0376774,-145.845891
+04/10/2018,0,0,0,0,0,0,0,0,0,0,-7.6,-11.2,-9.8,-13.0,19.75,16.95,18.85,19.1,-200.7258106,-194.0376774,-145.845891
+05/10/2018,0,0,0,0,0,0,0,0,0,0,-7.6,-11.2,-10.1,-13.0,17.55,16.1,16.6,15.45,-200.7258106,-194.0376774,-145.845891
+06/10/2018,1,0.4,0.8,4.4,5.2,1.2,1.8,0.4,1.6,1.6,-7.6,-11.5,-9.8,-13.0,15.15,13.9,14.2,15.95,-200.7258106,-194.0376774,-145.845891
+07/10/2018,6.6,6.8,12.4,13.6,11.6,5.2,12.4,7.6,6.4,9.4,-7.6,-11.2,-10.3,-13.1,18.45,17.15,17.7,18.35,-190.6895201,-184.3357935,-138.5535964
+08/10/2018,0,0,0,0.2,0.2,0.2,0.2,0,0.2,0.2,-7.6,-11.5,-9.8,-13.0,19.05,18.45,17.3,17.8,-200.7258106,-194.0376774,-145.845891
+09/10/2018,0.2,20.4,0,0.2,0.2,0.2,0.4,0.4,0.2,0.2,-7.6,-11.2,-10.5,-13.1,19.05,17.65,17.5,17.3,-200.7258106,-194.0376774,-145.845891
+10/10/2018,0,0,0,0,0,0,0.2,0,0,0.2,-7.6,-11.0,-10.2,-13.1,19.8,18.35,18.15,17.85,-200.7258106,-194.0376774,-145.845891
+11/10/2018,0.6,0.4,0.6,1.8,0.4,0.6,0.4,0.6,1,0.8,-7.6,-11.2,-10.2,-13.0,18.05,17,16.65,18.1,-200.7258106,-194.0376774,-145.845891
+12/10/2018,0.2,0,0.8,0.4,0.2,0,0.2,0.2,0.6,0,-7.6,-11.2,-10.2,-13.0,19.85,19.05,19.2,18.5,-200.7258106,-194.0376774,-145.845891
+13/10/2018,0,0,0,0,0,0,0.2,0,0,0,-7.6,-11.3,-10.2,-13.0,19.2,17.35,18.35,16.15,-200.7258106,-194.0376774,-145.845891
+14/10/2018,0,0,0,0,0,0,0.2,0,0,0,-7.6,-11.2,-9.6,-13.0,18.45,17.25,16.75,15.8,-190.6895201,-184.3357935,-138.5535964
+15/10/2018,0,0,0,0,0,0,0.2,0.2,0,0,-7.6,-11.3,-9.7,-13.0,17.85,17.75,17.45,15.95,-200.7258106,-194.0376774,-145.845891
+16/10/2018,0,0,0,0,0,0,0,0,0,0,-7.6,-11.2,-10.0,-13.0,17.6,16.05,16.7,17.55,-200.7258106,-194.0376774,-145.845891
+17/10/2018,0.4,0,0.2,0.2,0.2,0,0.2,0.2,0.2,0,-7.6,-11.5,-9.8,-13.0,19.3,17.2,18.1,18.85,-200.7258106,-194.0376774,-145.845891
+18/10/2018,0,0.4,0,0,0,0.2,0.2,0.2,0,0.4,-7.6,-11.3,-10.0,-13.0,19.5,18.5,19.15,18.75,-200.7258106,-194.0376774,-145.845891
+19/10/2018,0,0,0,0,0,0,0.2,0,0,0,-7.6,-11.1,-10.0,-13.0,20.45,18.45,19.2,17.95,-200.7258106,-194.0376774,-145.845891
+20/10/2018,0,0,0,0,0,0,0.2,0,0,0,-7.7,-11.3,-9.7,-13.0,19.9,19.15,18.55,16.65,-200.7258106,-194.0376774,-145.845891
+21/10/2018,0,0,0,0,0,0,0.2,0,0,0,-7.7,-11.1,-9.7,-13.0,16.3,14.95,15.7,14.4,-190.6895201,-184.3357935,-138.5535964
+22/10/2018,0,0,0,0,0,0,0,0,0,0,-7.7,-11.3,-10.1,-13.0,12.2,10.85,11.25,11.7,-200.7258106,-194.0376774,-145.845891
+23/10/2018,0,0,0,0,0,0,0,0,0,0,-7.7,-11.5,-10.2,-13.0,14.45,13.5,14,13.1,-200.7258106,-194.0376774,-145.845891
+24/10/2018,0,0,0,0,0,0,0,0,0,0,-7.6,-11.1,-10.1,-4.6,16,14.6,14.8,13.5,-200.7258106,-194.0376774,-145.845891
+25/10/2018,0.2,0,0,0.2,0.2,0,0.2,0.2,0.2,0,-7.6,-11.1,-9.8,0.0,16.7,17.05,16,16.1,-200.7258106,-194.0376774,-145.845891
+26/10/2018,0,0,0,0.2,0,0.2,0,0,0.2,0,-7.6,-11.0,-10.2,0.0,17,18.4,17.3,16.75,-200.7258106,-194.0376774,-145.845891
+27/10/2018,0,0,0,0.2,1.2,0,0.2,0,0.4,0,-7.6,-11.3,-9.4,0.0,18.3,18.05,17.7,19.15,-200.7258106,-194.0376774,-145.845891
+28/10/2018,0.6,3.2,16.4,0.4,1.2,1.2,5.2,20.6,0.4,9,-7.6,-11.4,-9.5,0.0,16.7,16.6,16.2,17.15,-190.6895201,-184.3357935,-138.5535964
+29/10/2018,50.6,24.2,42.8,38.8,36,35.6,36.2,48.8,62.2,34.4,-7.6,-10.7,-10.2,-10.2,16.1,15.45,14.6,17.2,-200.7258106,-194.0376774,-145.845891
+30/10/2018,27,16.4,21,19.8,29.2,22.6,31.4,19,32.6,11.6,-7.6,-11.4,-9.7,-12.8,12.2,11.5,11.4,13.75,-200.7258106,-194.0376774,-145.845891
+31/10/2018,2.2,3.6,1.6,1.4,2.2,8.2,2.8,2.4,12.8,0.2,-7.6,-11.3,-10.0,-12.7,12.25,11.85,11.35,12.3,-200.7258106,-194.0376774,-145.845891
+01/11/2018,39.4,34,33.8,39.2,31,32.2,36.4,18.2,38.4,25.6,-7.6,-11.1,-10.2,-12.7,14.55,14.15,13.25,15.7,-170.29152,-163.36512,-164.92608
+02/11/2018,9.2,22.6,7.4,8.4,24.2,11.2,15.8,6.2,9.4,6.8,-7.6,-11.3,-10.6,-12.7,14.85,13.8,13.9,15.45,-170.29152,-163.36512,-164.92608
+03/11/2018,1.4,0,3.8,4.4,1,0.4,0.4,0.8,1.4,0,-7.6,-11.4,-9.8,-12.8,17.35,15.95,15.45,16.75,-170.29152,-163.36512,-164.92608
+04/11/2018,0.2,0,0,0.2,0,0,0,0,0.2,0,-7.6,-11.4,-10.0,-12.8,14.9,14.5,14.55,15.55,-161.776944,-155.196864,-156.679776
+05/11/2018,0.4,0.6,0.6,0.6,0.6,0.8,0.4,0.2,1.2,0.6,-7.6,-11.5,-10.0,-12.8,15.35,15.2,14.35,14.65,-170.29152,-163.36512,-164.92608
+06/11/2018,4.6,2.2,3.4,6.6,6.2,3.8,3,1.2,4.4,3.4,-7.6,-11.3,-10.2,-12.7,14.75,15,14.4,15.7,-170.29152,-163.36512,-164.92608
+07/11/2018,8.6,5.4,5.6,10.8,3.8,3.8,5.2,4.8,5.4,5.8,-7.6,-11.5,-10.0,-12.7,13.45,13.45,12.6,14.75,-170.29152,-163.36512,-164.92608
+08/11/2018,0.6,0.8,0.6,1.8,0.4,0.2,0.2,0.2,0.2,1.8,-7.6,-11.2,-10.4,-12.7,12.95,13.6,12.15,13.2,-170.29152,-163.36512,-164.92608
+09/11/2018,0.2,0,0.4,0.4,0.2,0.2,0.4,0.4,0.4,0.2,-7.6,-11.3,-9.9,-12.8,13.15,13.25,12.45,11.75,-170.29152,-163.36512,-164.92608
+10/11/2018,0.2,0,0.2,0.4,0.4,0.4,0.4,0.2,0.2,0.2,-7.6,-11.5,-10.5,-12.7,14,13.85,12.8,13.05,-170.29152,-163.36512,-164.92608
+11/11/2018,0.2,0,0,0.2,0.2,0,0.2,0.2,0.4,0.2,-7.6,-11.4,-9.8,-12.8,13.6,14.2,13.5,12.5,-161.776944,-155.196864,-156.679776
+12/11/2018,0.2,0.2,0.2,0.4,0.4,0.6,0.4,0.4,0.4,0.4,-7.6,-11.4,-10.2,-12.7,14.2,14.35,13.85,13.2,-170.29152,-163.36512,-164.92608
+13/11/2018,0.4,0,0.4,0.4,0.2,0.2,0.4,0.4,0.2,0.2,-7.6,-11.4,-9.8,-12.8,12.4,13.2,12.25,10.9,-170.29152,-163.36512,-164.92608
+14/11/2018,0.2,0.4,0.2,0.4,0.4,0.4,0.2,0.2,0.4,0.2,-7.6,-11.2,-10.3,-12.7,12.3,12.75,11.4,11.65,-170.29152,-163.36512,-164.92608
+15/11/2018,0.2,0,0.2,0,0.2,0.2,0.4,0.2,0.2,0.4,-7.7,-11.2,-9.7,-12.8,13.15,11.85,12.1,10.95,-170.29152,-163.36512,-164.92608
+16/11/2018,0,0,0,0,0,0,0.2,0,0,0,-7.7,-11.2,-10.0,-12.7,10.25,8.85,9.35,9.65,-170.29152,-163.36512,-164.92608
+17/11/2018,0,0,0,0,0,0,0,0,0,0,-7.6,-11.5,-9.6,-12.7,7.9,6.45,7.65,7.8,-170.29152,-163.36512,-164.92608
+18/11/2018,0,0,0,0,0,0,0,0,0,0,-7.6,-11.3,-10.4,-12.8,6.2,4.9,5.6,4.85,-161.776944,-155.196864,-156.679776
+19/11/2018,0,0,0,0,0,0,0.2,0.2,0,0,-7.6,-11.6,-9.8,-12.7,4.9,3.55,3.45,3.3,-170.29152,-163.36512,-164.92608
+20/11/2018,7.8,8.2,5,6.4,10.2,7.8,8.6,5.6,8.4,8,-7.6,-11.2,-9.8,-12.8,5.4,4.4,4.3,7.1,-170.29152,-163.36512,-164.92608
+21/11/2018,6.2,5.2,5,4.6,7.6,6.4,5.6,4.6,6,9,-7.6,-11.2,-10.4,-12.7,7.75,7.15,6.6,7.5,-170.29152,-163.36512,-164.92608
+22/11/2018,2,2,4,3.8,5.2,2.2,3.4,1.8,3.6,3.2,-7.7,-11.3,-10.1,-12.7,9.5,10.9,9.55,9.45,-170.29152,-163.36512,-164.92608
+23/11/2018,3.4,2.2,3.8,5,3.6,3.4,4.6,3.6,5.8,2,-7.7,-11.4,-10.1,-12.7,10.9,11.4,10.4,9.85,-170.29152,-163.36512,-164.92608
+24/11/2018,8.2,3.6,1.6,10,2.4,5.2,3.2,1.4,3.6,1,-7.7,-11.3,-9.7,-12.7,14.2,13.95,13.3,13.4,-170.29152,-163.36512,-164.92608
+25/11/2018,13.6,11.6,12.2,23.8,13,19,11.4,12.6,12.6,8.4,-7.6,-11.4,-9.7,-12.7,10.3,9.8,9.45,10.25,-161.776944,-155.196864,-156.679776
+26/11/2018,9.4,7.2,11.2,12.6,14,8.6,10.2,14.2,14,8.6,-7.6,-11.5,-9.8,-12.7,8.15,8.5,9.25,10.35,-170.29152,-163.36512,-164.92608
+27/11/2018,5.2,2.6,5.6,2,5.4,4,2.6,6,3,5.6,-7.6,-11.2,-10.2,-12.8,9,8.05,8.25,7.65,-170.29152,-163.36512,-164.92608
+28/11/2018,0,0,0,0,0,0,0.2,0,0,0.2,-7.7,-11.2,-10.2,-12.7,7.55,6.7,6.95,6.1,-170.29152,-163.36512,-164.92608
+29/11/2018,0,0,0,0,0,0,0,0,0,0,-7.7,-11.2,-10.2,-12.7,7.25,6.8,6.55,5.85,-170.29152,-163.36512,-164.92608
+30/11/2018,0,0,0,0,0,0,0.2,0,0,0.2,-7.7,-11.0,-10.3,-12.7,6.5,6.15,5,4.2,-170.29152,-163.36512,-164.92608
+01/12/2018,13,13.4,7.2,18.8,26,16.4,22.4,7.6,22.6,18.2,-7.7,-11.2,-10.5,-12.7,10.25,8.4,9.3,8.5,-156.4352466,-165.3710385,-129.8841041
+02/12/2018,0.4,0,0.2,0.4,0.4,0.2,0.4,0.2,0.2,0.4,-7.6,-11.4,-10.0,-12.7,6.7,8,7.05,4,-148.6134843,-157.1024866,-123.3898989
+03/12/2018,1.2,1,0.8,0.4,0.2,1,0.6,0.4,1.2,0.2,-7.6,-11.3,-9.4,-12.8,9.9,11.9,10.85,10.15,-156.4352466,-165.3710385,-129.8841041
+04/12/2018,0.8,0.8,0.4,0,0,0.4,0.2,0.6,0.2,0.6,-7.6,-11.4,-10.0,-12.7,12.95,12,12.65,11.4,-156.4352466,-165.3710385,-129.8841041
+05/12/2018,0.2,0.2,0.4,0.4,0.6,0.4,0.4,0.4,0.4,0.2,-7.7,-11.3,-9.6,-12.7,12.55,12.3,10.85,9.15,-156.4352466,-165.3710385,-129.8841041
+06/12/2018,0.2,0,0,0.2,0,0.2,0.2,0,0.2,0.2,-7.7,-11.2,-9.6,-12.8,8.45,9.05,8.1,7.35,-156.4352466,-165.3710385,-129.8841041
+07/12/2018,12.8,11.2,10,7.8,15.2,13.2,12.6,14.4,14.4,12.4,-7.7,-10.8,-10.2,-12.8,8.45,9.75,9.05,7.6,-156.4352466,-165.3710385,-129.8841041
+08/12/2018,2.4,1.6,2,4.2,2.4,2.2,7.6,2.4,4.8,4.6,-7.6,-11.1,-10.3,-12.7,11.6,11.05,11.25,8.15,-156.4352466,-165.3710385,-129.8841041
+09/12/2018,0,0,0,0,0,0,0.2,0.2,0,0.2,-7.6,-11.5,-9.8,-12.7,9.25,10,8.9,7.4,-148.6134843,-157.1024866,-123.3898989
+10/12/2018,1.4,1.2,0.2,0.8,0,1,0,0.2,0.2,0.2,-7.6,-11.5,-9.8,-12.7,11.15,9.7,9.25,6.8,-156.4352466,-165.3710385,-129.8841041
+11/12/2018,0,0,0,0,0,0,0,0,0,0,-7.7,-11.1,-9.7,-12.7,7.25,6.75,5.6,4.25,-156.4352466,-165.3710385,-129.8841041
+12/12/2018,0,0,0,0,0,0,0,0,0,0,-7.6,-11.2,-10.3,-12.7,4.05,4.75,2.4,0.6,-156.4352466,-165.3710385,-129.8841041
+13/12/2018,2,2.2,3,1.4,1.4,4.4,4,2.6,1,4,-7.7,-11.1,-10.4,-12.7,3,2.35,1.95,4,-156.4352466,-165.3710385,-129.8841041
+14/12/2018,7,1.4,1.2,4.6,5,1.8,2,1.6,4.8,1.8,-7.6,-11.3,-10.2,-12.7,3.2,1.95,2.6,2.65,-156.4352466,-165.3710385,-129.8841041
+15/12/2018,0.2,0,0.2,0,0,0,0.2,0,0.2,0,-7.7,-11.3,-9.7,-12.7,3.15,1.95,1.85,1.35,-156.4352466,-165.3710385,-129.8841041
+16/12/2018,0,0,0,0,0.2,0,0,0,0,0.2,-7.7,-11.4,-9.6,-12.7,1.05,2.1,0.65,0.3,-148.6134843,-157.1024866,-123.3898989
+17/12/2018,27.2,20.2,24.4,23.8,26.6,24.2,24.4,23,23.8,24.8,-7.6,-11.2,-9.7,-12.8,3.3,2.75,2.6,3.4,-156.4352466,-165.3710385,-129.8841041
+18/12/2018,0,0,0.2,0,0,0,0,0,0,0,-7.6,-11.2,-10.2,-12.8,5.8,5.35,5.3,4.05,-156.4352466,-165.3710385,-129.8841041
+19/12/2018,0.2,0,0,0,0.2,0,0.2,0.2,0,0.2,-7.6,-11.5,-9.4,-12.7,3.8,4.8,3.25,1.45,-156.4352466,-165.3710385,-129.8841041
+20/12/2018,7.8,6.2,6.2,9.2,8.4,7.2,8.2,6.4,11.6,7,-7.6,-11.4,-9.7,-12.7,7.5,9,7.45,7.8,-156.4352466,-165.3710385,-129.8841041
+21/12/2018,1.6,1,2.8,0.6,0.6,0.8,0.2,2,0.4,0.4,-7.7,-11.1,-10.2,-12.6,7.7,8.95,8.05,6.8,-156.4352466,-165.3710385,-129.8841041
+22/12/2018,1.2,1.2,1,0.2,0,0.8,0.4,0.6,0.4,0.4,-7.6,-11.5,-10.1,-12.8,9.85,12.05,10.9,8.35,-156.4352466,-165.3710385,-129.8841041
+23/12/2018,0,0,0,0,0,0,0,0,0,0,-7.6,-11.0,-10.0,-12.8,12.15,13,12,10.55,-148.6134843,-157.1024866,-123.3898989
+24/12/2018,0,0,0,0,0,0,0,0,0,0,-7.6,-11.4,-10.6,-12.8,9.55,9.7,9.65,9.1,-156.4352466,-165.3710385,-129.8841041
+25/12/2018,0,0,0,0,0,0,0.2,0,0,0,-7.6,-11.3,-10.2,-12.8,8.2,7.1,7.35,5.65,-156.4352466,-165.3710385,-129.8841041
+26/12/2018,0,0,0,0,0,0,0,0,0,0,-7.6,-11.3,-9.9,-12.9,7,6.85,5.65,3.9,-156.4352466,-165.3710385,-129.8841041
+27/12/2018,0,0,0,0.2,0.2,0.2,0,0,0.2,0.2,-7.6,-11.4,-9.9,-12.8,8.05,7.6,6.8,4.75,-156.4352466,-165.3710385,-129.8841041
+28/12/2018,0.2,0,0,0.2,0.2,0.2,0.2,0.2,0.2,0.2,-7.6,-11.3,-10.2,-12.8,6.95,8.1,6.1,5.8,-156.4352466,-165.3710385,-129.8841041
+29/12/2018,0,0,0.2,0.2,0.2,0.2,0.2,0.2,0.2,0,-7.6,-11.5,-10.0,-12.8,6.05,8.2,6.9,4.9,-156.4352466,-165.3710385,-129.8841041
+30/12/2018,0,0.2,0,0,0.2,0.2,0,0,0.2,0,-7.6,-11.5,-9.6,-12.9,8.55,9.2,8.2,6.45,-148.6134843,-157.1024866,-123.3898989
+31/12/2018,0,0,0,0,0,0,0.2,0,0,0,-7.6,-11.7,-8.6,-12.8,8.75,8.85,7.9,5.1,-156.4352466,-165.3710385,-129.8841041
+01/01/2019,0,0,0,0,0,0,0,0,0,0.2,-7.6,,,,8.7,7.4,7.65,5.6,-158.1444993,-192.8812957,-136.6557031
+02/01/2019,0,0,0,0,0,0,0.2,0,0,0.2,-7.6,,,,7.25,6.45,6.55,5.75,-158.1444993,-192.8812957,-136.6557031
+03/01/2019,0,0,0,0,0,0,0,0,0,0,-7.6,,,,3.9,2.7,1.55,0.85,-158.1444993,-192.8812957,-136.6557031
+04/01/2019,0,0,0,0,0,0,0,0,0,0,-7.6,,,,0.45,0.9,0.1,-1.3,-158.1444993,-192.8812957,-136.6557031
+05/01/2019,0,0,0,0,0,0,0,0,0,0,-7.6,,,,1.95,3.5,1.85,-0.7,-158.1444993,-192.8812957,-136.6557031
+06/01/2019,0,0,0,0,0.2,0,0,0,0.2,0,-7.6,,,,6.5,7,6.45,4,-150.2372743,-183.2372309,-129.822918
+07/01/2019,0.2,0.2,0.4,0.2,0.2,0.2,0,0,0.4,0.2,-7.6,,,,4.65,5.9,4.1,0.25,-158.1444993,-192.8812957,-136.6557031
+08/01/2019,0.2,0.2,0.2,0.2,0.2,0,0.2,0.4,0,0.2,-7.6,,,,3.6,5.15,4.3,-1.45,-158.1444993,-192.8812957,-136.6557031
+09/01/2019,0,0.2,0.2,0.4,0.2,0.4,0.2,0.2,0.2,0.4,-7.6,,,,4.4,5.05,5.15,1.5,-158.1444993,-192.8812957,-136.6557031
+10/01/2019,0,0,0,0,0,0,0.2,0,0,0,-7.7,,,,4.35,3.35,3.4,1.7,-158.1444993,-192.8812957,-136.6557031
+11/01/2019,0,0,0,0,0,0,0,0,0,0.2,-7.7,,,,3.45,2.05,2.8,1.25,-158.1444993,-192.8812957,-136.6557031
+12/01/2019,0,0,0,0,0,0,0,0,0,0,-7.7,,,,4.4,3.25,3.95,0.2,-158.1444993,-192.8812957,-136.6557031
+13/01/2019,0,0,0,0,0,0,0,0.2,0,0,,,,,7.15,6.8,6.1,5.05,-150.2372743,-183.2372309,-129.822918
+14/01/2019,0,0,0,0,0,0,0,0,0,0,,,-10.108,-12.544,10.4,10.15,9.65,7.35,-158.1444993,-192.8812957,-136.6557031
+15/01/2019,0,0,0,0,0,0,0,0,0,0,,,-10.090,-12.642,9,8.45,7.75,4.6,-158.1444993,-192.8812957,-136.6557031
+16/01/2019,0,0,0,0,0,0,0.2,0,0,0,,-11.1,-9.5,-12.6,7.55,8.05,7.1,3.45,-158.1444993,-192.8812957,-136.6557031
+17/01/2019,1.2,1,0.6,1.8,2.6,1.2,2,0.6,3.6,0.4,,-11.2,-9.6,-12.6,7.3,9.3,6.95,7.1,-158.1444993,-192.8812957,-136.6557031
+18/01/2019,4.8,7.2,1,5.4,8.8,8,7.4,1.8,9.2,6,,-11.2,-9.7,-12.6,8.25,6.85,7.05,6.95,-158.1444993,-192.8812957,-136.6557031
+19/01/2019,0.4,0,0.2,0,1.2,0.6,4,0.2,0.2,4.6,,-11.1,-9.7,-12.6,6.15,4.85,5.3,4.6,-158.1444993,-192.8812957,-136.6557031
+20/01/2019,0,0,0,0.2,2,0,0,0,0,0.2,,-10.8,-10.1,-12.6,5.6,5.6,4.9,4.5,-150.2372743,-183.2372309,-129.822918
+21/01/2019,0,0,0,0,0,0,0.2,0.2,0,0,,-11.0,-9.6,-12.7,4.1,3.15,2.7,4.15,-158.1444993,-192.8812957,-136.6557031
+22/01/2019,15.6,8,8,9.4,13.6,10.4,9.4,9.6,13.8,5.4,,-11.2,-9.5,-12.6,1.15,0.4,0.05,2.25,-158.1444993,-192.8812957,-136.6557031
+23/01/2019,1.2,2.6,3.4,2,1.8,4.2,5,3.6,0.6,4.4,,-11.1,-9.5,-12.7,2.05,1.5,1.25,3.55,-158.1444993,-192.8812957,-136.6557031
+24/01/2019,15.8,8,11.4,11.4,13.8,4.6,6.2,9.6,13,4,,-11.2,-9.4,-12.6,4.45,2.95,3.2,3.7,-158.1444993,-192.8812957,-136.6557031
+25/01/2019,0,0,0,0,0,0,0,0,0,0,,-10.9,-10.0,-12.6,3.6,2.65,2.45,2.1,-158.1444993,-192.8812957,-136.6557031
+26/01/2019,0,0,0,0,0,0,0.2,0,0,0,,-11.0,-9.6,-12.6,5,4.25,3.95,2.1,-158.1444993,-192.8812957,-136.6557031
+27/01/2019,0,0,0,0,0,0,0,0,0,0,,-11.0,-10.1,-12.6,5.3,6.3,5.05,3.3,-150.2372743,-183.2372309,-129.822918
+28/01/2019,1,1.4,1.4,0.2,2.6,1.2,1,2.2,0.4,2,,-10.9,-10.1,-12.6,5.25,4.85,4.75,4.2,-158.1444993,-192.8812957,-136.6557031
+29/01/2019,0.6,0.2,1.2,1.2,7.6,5.4,4.2,0.4,1,2,,-11.3,-9.6,-12.6,5.05,4.65,4,3.05,-158.1444993,-192.8812957,-136.6557031
+30/01/2019,0,0,0,0,0.2,0,0.2,0,0,0,,-10.9,-9.7,-12.7,1.2,1.45,-0.1,-0.8,-158.1444993,-192.8812957,-136.6557031
+31/01/2019,1.8,2.4,9.6,1,1.2,3.2,4,5.8,0.6,2.2,,-11.2,-9.5,-12.7,2.2,3.4,1.65,0.4,-158.1444993,-192.8812957,-136.6557031
+01/02/2019,32,19,15,26,39.4,31.2,27.8,10.8,32.8,14,,-11.3,-10.3,-12.6,9.25,10.6,9.05,8.05,-169.0051526,-193.445118,-151.2840471
+02/02/2019,26.6,8.4,24.8,36.4,54,17.2,28,17.4,30.8,18.8,,-11.2,-9.8,-12.7,8.25,8.2,7.7,9.4,-169.0051526,-193.445118,-151.2840471
+03/02/2019,34,31.2,20.4,32.2,21.4,36.2,41.8,21.8,34.8,19.2,,-11.1,-10.2,-13.0,6.85,6.35,6.55,6.7,-160.5548949,-183.7728621,-143.7198448
+04/02/2019,5.8,2.4,1.6,2.8,4.8,2.8,3.4,1.4,9.8,2.8,,-11.1,-9.5,-13.1,7.75,6.35,6.5,5.9,-169.0051526,-193.445118,-151.2840471
+05/02/2019,0,0,0,0,0,0,0.2,0.2,0,0.2,,-11.0,-10.2,-13.1,8.3,6.05,6.05,5.15,-169.0051526,-193.445118,-151.2840471
+06/02/2019,0.2,0,0,0,0,0,0,0,0,0,,-11.0,-9.4,-13.1,8.45,7.35,7.2,5.4,-169.0051526,-193.445118,-151.2840471
+07/02/2019,0,0,0,0,0,0,0,0,0,0,,-11.4,-9.4,-13.1,9.1,8.7,8.6,5.1,-169.0051526,-193.445118,-151.2840471
+08/02/2019,0.2,0.2,1,0.2,0,0.2,0.2,0.6,0.2,0.4,,-11.4,-9.8,-13.0,9.25,8.5,8,6.9,-169.0051526,-193.445118,-151.2840471
+09/02/2019,0.2,0,0.2,0.2,0.2,0,0,0.2,0,0.2,,-11.4,-10.1,-13.0,6.95,6.85,6.5,4.4,-169.0051526,-193.445118,-151.2840471
+10/02/2019,0,0,0,0,0,0.2,0.2,0,0,0.2,,-11.5,-10.0,-13.0,8.8,8.9,7.5,6,-160.5548949,-183.7728621,-143.7198448
+11/02/2019,0,0,0,0,0,0,0,0.2,0.2,0,,-11.4,-9.5,-13.0,9.9,8.95,8.75,6,-169.0051526,-193.445118,-151.2840471
+12/02/2019,0,0,0,0,0,0,0,0,0,0,,-11.2,-10.3,-13.1,9.7,7.65,8.65,4.7,-169.0051526,-193.445118,-151.2840471
+13/02/2019,0,0,0,0,0,0,0,0,0,0,,-11.5,-9.5,-13.0,8.85,7.9,7.05,4.05,-169.0051526,-193.445118,-151.2840471
+14/02/2019,0,0,0,0,0,0,0,0,0,0,,-11.0,-10.4,-13.1,11.3,10.2,10.3,6.85,-169.0051526,-193.445118,-151.2840471
+15/02/2019,0,0,0,0,0,0,0,0,0,0,,-11.5,-9.5,-13.1,12.8,11.2,11.85,7,-169.0051526,-193.445118,-151.2840471
+16/02/2019,0,0,0,0,0,0,0,0,0,0,,-11.1,-10.4,-13.1,10.7,9.85,9.8,6.7,-169.0051526,-193.445118,-151.2840471
+17/02/2019,0,0,0,0,0,0,0,0,0,0,,-11.4,-9.5,-13.0,10.2,9.4,8.8,5.75,-160.5548949,-183.7728621,-143.7198448
+18/02/2019,0.2,0,0.2,0.2,0.2,0,0.2,0,0.4,0.2,,-11.5,-9.6,-13.0,8.35,8.1,7.65,6.1,-169.0051526,-193.445118,-151.2840471
+19/02/2019,0,0,0,0,0,0,0,0,0,0,,-11.3,-10.4,-13.0,8.65,8.65,8.7,7.9,-169.0051526,-193.445118,-151.2840471
+20/02/2019,0,0,0,0,0,0,0,0,0,0,,-11.2,-10.0,-13.1,9.9,9.65,9.75,7.55,-169.0051526,-193.445118,-151.2840471
+21/02/2019,0,0,0.2,0,0.2,0.2,0,0.2,0.2,0.2,,-11.4,-10.2,-13.0,10.15,9.1,8.4,6.25,-169.0051526,-193.445118,-151.2840471
+22/02/2019,0,0,0,0,0,0,0.2,0,0,0,,-11.6,-9.7,-13.0,11.05,10.6,10.25,8.3,-169.0051526,-193.445118,-151.2840471
+23/02/2019,0,0,0,0.2,0.2,0,0,0,0.2,0,,-11.6,-9.6,-13.0,7,5.35,5.9,5.6,-169.0051526,-193.445118,-151.2840471
+24/02/2019,0,0,0,0,0,0,0,0,0,0,,-11.4,-9.7,-13.1,6.7,4.55,5.8,6.35,-160.5548949,-183.7728621,-143.7198448
+25/02/2019,0,0,0,0,0,0,0,0,0,0,,-11.4,-9.5,-13.1,9.25,8.75,8.45,6.25,-169.0051526,-193.445118,-151.2840471
+26/02/2019,0,0,0,0,0,0,0,0,0,0,,-11.5,-9.6,-13.0,13,10.7,11.8,9.25,-169.0051526,-193.445118,-151.2840471
+27/02/2019,0,0,0,0,0,0,0,0,0,0,,-11.4,-10.2,-13.0,14.2,14.2,13.9,9.5,-169.0051526,-193.445118,-151.2840471
+28/02/2019,0,0,0,0,0,0,0,0,0,0,,-11.5,-9.6,-13.0,11,8.45,10.3,7.15,-169.0051526,-193.445118,-151.2840471
+01/03/2019,0,0,0,0,0,0,0,0,0,0,,-11.5,-9.7,-13.0,9.3,9.7,9.05,6.3,-158.2826383,-150.6590845,-133.0389644
+02/03/2019,0,0,0,0,0.2,0,0,0.2,0.2,0.2,,-11.6,-9.9,-13.0,10.65,10.1,11,9.55,-158.2826383,-150.6590845,-133.0389644
+03/03/2019,0,0,0,0,0,0.2,0,0,0,0,,-11.6,-9.9,-13.0,12.95,11.2,11.45,8.45,-150.3685064,-143.1261303,-126.3870162
+04/03/2019,0,0.2,0,0,0.2,0,0,0,0,0.2,,-11.7,-10.4,-13.0,9.65,9.5,9.45,8.35,-158.2826383,-150.6590845,-133.0389644
+05/03/2019,0,0,0,0,0,0,0.2,0,0.2,0,,-11.4,-9.8,-13.0,11.95,10.5,11.45,8.9,-158.2826383,-150.6590845,-133.0389644
+06/03/2019,0,0,0,0,0,0,0,0.2,0,0.2,,-11.5,-9.8,-13.0,11.1,10.25,9.4,7.5,-158.2826383,-150.6590845,-133.0389644
+07/03/2019,0,0,0,0,0,0,0,0,0,0,,-11.3,-10.5,-13.0,12.25,12.4,12.3,12.5,-158.2826383,-150.6590845,-133.0389644
+08/03/2019,0,0,0,0,0,0,0,0,0.2,0,,-11.3,-10.4,-13.1,12.5,11.55,11.7,8.75,-158.2826383,-150.6590845,-133.0389644
+09/03/2019,0,0,0,0,0,0,0,0,0,0,,-11.2,-10.4,-13.1,10.75,10.65,10.6,7.7,-158.2826383,-150.6590845,-133.0389644
+10/03/2019,0,0,0,0,0,0,0,0,0,0,,-11.2,-10.4,-13.0,10.55,11.3,10.4,7.65,-150.3685064,-143.1261303,-126.3870162
+11/03/2019,0,0,0,0,0,0,0,0,0,0,,-11.5,-9.5,-13.0,8.75,7.9,8.2,9.7,-158.2826383,-150.6590845,-133.0389644
+12/03/2019,3.4,3.8,1.2,2.8,3,3.6,1.8,1.6,3.6,3,,-11.3,-9.7,-13.0,7.85,7.05,6.45,5.5,-158.2826383,-150.6590845,-133.0389644
+13/03/2019,0,0,0,0,0,0,0,0,0,0,,-11.2,-10.8,-13.1,7.45,8.2,7.3,5.7,-158.2826383,-150.6590845,-133.0389644
+14/03/2019,0,0,0,0.2,0,0,0,0.2,0,0.2,,-11.2,-10.2,-13.0,9.7,8.25,8.7,6.7,-158.2826383,-150.6590845,-133.0389644
+15/03/2019,0,0,0,0,0,0,0,0,0,0,,-11.5,-10.0,-13.0,13.85,12.95,13.2,11.4,-158.2826383,-150.6590845,-133.0389644
+16/03/2019,0,0,0,0,0,0,0,0,0,0,,-11.3,-10.2,-13.1,12.55,12.8,11.9,9.5,-158.2826383,-150.6590845,-133.0389644
+17/03/2019,0,0,0,0,0,0,0,0,0,0,,-11.2,-10.9,-13.1,11.8,12.1,11.6,8.65,-150.3685064,-143.1261303,-126.3870162
+18/03/2019,0,0,0,0,0,0,0,0,0.2,0,,-11.6,-9.6,-13.0,7.8,8.25,7.25,8.95,-158.2826383,-150.6590845,-133.0389644
+19/03/2019,10,21.6,5.8,7,20,21.8,19.4,4.4,21.8,17.2,,-11.3,-9.6,-13.1,7.6,5.9,6.55,5.85,-158.2826383,-150.6590845,-133.0389644
+20/03/2019,0.2,0,0,0,0,0,0.2,0.2,0,0.2,,-11.4,-9.5,-13.1,8.15,6.8,7.45,6,-158.2826383,-150.6590845,-133.0389644
+21/03/2019,0,0,0,0.2,0,0,0,0,0,0,,-11.4,-9.9,-13.1,10.55,9.15,9.8,7.2,-158.2826383,-150.6590845,-133.0389644
+22/03/2019,0,0,0,0,0,0,0,0,0,0,,-11.2,-10.4,-13.1,14.05,13,13.6,9.7,-158.2826383,-150.6590845,-133.0389644
+23/03/2019,0,0,0,0,0,0,0,0,0,0,,-11.2,-10.6,-13.0,15.9,14.75,14.95,11.25,-158.2826383,-150.6590845,-133.0389644
+24/03/2019,0,0,0,0,0,0,0,0,0,0,,-11.5,-9.7,-13.0,17.9,15.3,15.5,11.65,-150.3685064,-143.1261303,-126.3870162
+25/03/2019,0,0,0,0,0,0,0,0,0,0,,-11.3,-10.5,-13.1,14.7,13.45,13.05,10.1,-158.2826383,-150.6590845,-133.0389644
+26/03/2019,0,0,0.4,0,0.8,0,0.2,0,0,0,,-11.3,-9.8,-13.0,8.4,8.7,7.55,8.55,-158.2826383,-150.6590845,-133.0389644
+27/03/2019,0,0,0,0,0,0,0,0,0,0,,-11.6,-9.8,-13.1,9.8,7.8,9.45,7.7,-158.2826383,-150.6590845,-133.0389644
+28/03/2019,0,0,0,0,0,0,0,0,0,0,,-11.6,-9.8,-13.0,9.05,8.55,9.05,6.7,-158.2826383,-150.6590845,-133.0389644
+29/03/2019,0,0,0,0,0,0,0,0,0,0,,-11.3,-10.0,-13.0,11.8,10.1,11.4,8.55,-158.2826383,-150.6590845,-133.0389644
+30/03/2019,0,0,0,0,0,0,0,0,0,0,,-11.1,-10.1,-13.1,14.35,12.15,12.9,8.5,-158.2826383,-150.6590845,-133.0389644
+31/03/2019,0,0,0,0,0,0,0,0,0,0,,-11.1,-9.4,-13.0,14.9,12.85,13.1,10,-150.3685064,-143.1261303,-126.3870162
+01/04/2019,0,0,0,0,0,0,0,0,0,0,,-11.3,-9.7,-13.0,16.5,14.65,14.45,11.7,-175.6251411,-177.5055157,-85.72806615
+02/04/2019,0,0,0,0,0,0,0,0,0,0,,-11.2,-10.3,-13.0,15,14.05,14.6,11.7,-175.6251411,-177.5055157,-85.72806615
+03/04/2019,0,0,0,0,0,0,0,0.2,0,0,,-11.4,-9.6,-13.0,12.35,12.05,12,11.55,-175.6251411,-177.5055157,-85.72806615
+04/04/2019,3.8,1,6.8,10.6,1.2,0.8,0.6,3.4,2.6,1,,-11.5,-9.6,-13.0,8.9,8.1,7.95,9.95,-175.6251411,-177.5055157,-85.72806615
+05/04/2019,39.2,36,26.4,24,39,35,25.4,28.6,29.8,40.2,,-11.5,-9.6,-13.0,8.1,7.35,7.25,7.2,-175.6251411,-177.5055157,-85.72806615
+06/04/2019,0.2,0,0,0.2,0.2,0,0.2,0.2,0,0.2,,-11.3,-9.9,-13.1,10.55,10.35,9.35,7.35,-175.6251411,-177.5055157,-85.72806615
+07/04/2019,2.8,0.2,2.4,3.2,2.2,1.4,0.6,1.2,4,0.4,,-11.6,-9.6,-13.0,10.35,9.4,9.35,9,-166.843884,-168.63024,-81.44166284
+08/04/2019,0.4,0,1.6,0.6,0.4,0.4,0.8,1.2,0.2,0.6,,-11.2,-10.0,-13.1,10.6,8.95,9.35,8.7,-175.6251411,-177.5055157,-85.72806615
+09/04/2019,0,0,0,0,0.2,0,0.2,0,0,0,,-11.2,-9.8,-13.0,13.4,11.6,12.45,10.5,-175.6251411,-177.5055157,-85.72806615
+10/04/2019,0,0,0,0,0,0,0,0,0,0,,-11.4,-9.6,-13.0,11.15,11,10.65,9.6,-175.6251411,-177.5055157,-85.72806615
+11/04/2019,0,0.4,2.6,0.2,0,0,6.8,1,0.4,0.6,,-11.1,-10.4,-13.1,11.55,11.45,11.5,12.05,-175.6251411,-177.5055157,-85.72806615
+12/04/2019,3.4,7.4,16.2,23,7.6,2.6,16.8,5.4,26.8,2.2,,-11.1,-10.2,-13.0,11.75,11.75,11.8,11,-175.6251411,-177.5055157,-85.72806615
+13/04/2019,3.4,5.8,10.2,1.4,7.4,6.6,5.8,6.4,6.8,0.2,,-11.2,-10.4,-13.1,10.4,9.8,9.55,8.85,-175.6251411,-177.5055157,-85.72806615
+14/04/2019,0.6,0.2,0.6,0,0.2,0.2,0,0.6,0,0.4,,-11.5,-9.6,-13.0,9,8.6,9.1,7.75,-166.843884,-168.63024,-81.44166284
+15/04/2019,13,11.2,12.4,45.4,10,6.6,8.6,15.8,19,23.8,,-11.3,-10.0,-13.0,11.1,10.25,9.75,9.3,-175.6251411,-177.5055157,-85.72806615
+16/04/2019,0,0,0,0,0,0,0.2,0,0,0,,-11.2,-10.3,-13.0,13,11.35,12.15,9.45,-175.6251411,-177.5055157,-85.72806615
+17/04/2019,0,0,0,0,0,0,0,0,0,0.2,,-11.1,-10.3,-13.0,14.75,13.2,12.85,11.85,-175.6251411,-177.5055157,-85.72806615
+18/04/2019,0,0,0,0,0,0,0,0,0,0,,-11.4,-9.6,-13.0,16,15.1,15.15,11.1,-175.6251411,-177.5055157,-85.72806615
+19/04/2019,0,0,0,0,0,0,0,0,0,0,,-11.4,-10.3,-13.0,16.75,15.5,15.55,11.75,-175.6251411,-177.5055157,-85.72806615
+20/04/2019,0,0,0,0,0,0,0,0,0,0,,-11.0,-10.0,-13.0,16.3,15.25,16.15,11.35,-175.6251411,-177.5055157,-85.72806615
+21/04/2019,0,0,0,0,0,0,0,0,0,0,,-11.4,-9.8,-13.0,17.5,17.25,16.85,13.6,-166.843884,-168.63024,-81.44166284
+22/04/2019,0,0,0,0,0,0,0,0,0,0,,-11.3,-9.7,-13.0,15.25,15.2,14.8,13.7,-175.6251411,-177.5055157,-85.72806615
+23/04/2019,28,19.4,23.8,36,38,26.4,24.2,19,31.8,22.4,,-11.4,-10.0,-13.0,13.7,13.65,13.05,15.05,-175.6251411,-177.5055157,-85.72806615
+24/04/2019,6.8,1.2,4.8,7.8,6.4,4.4,3.8,2.4,5.2,1,,-11.5,-9.8,-13.0,16.95,16.15,15.95,15.05,-175.6251411,-177.5055157,-85.72806615
+25/04/2019,0,0,0,0,0,0.2,0,0,0,0.2,,-11.2,-10.4,-13.0,17.5,16.6,16.3,15.1,-175.6251411,-177.5055157,-85.72806615
+26/04/2019,0,0,0,0,0,0,0,0,0,0,,-11.5,-9.7,-13.0,14.2,14,13.75,12.5,-175.6251411,-177.5055157,-85.72806615
+27/04/2019,12.4,5.8,15,1.6,6.4,8.4,4.4,4,0.2,1.8,,-11.4,-9.8,-13.0,14.8,12.85,14.2,12.5,-175.6251411,-177.5055157,-85.72806615
+28/04/2019,0,0,0,0,0.2,0,0,0,0.2,0.2,,-11.4,-9.9,-13.0,12.7,10.5,12.05,11.35,-166.843884,-168.63024,-81.44166284
+29/04/2019,5.6,2,4.6,5,4,2.8,3.8,6,3,10.2,,-11.2,-10.2,-13.0,10.35,9.3,9.25,8.55,-175.6251411,-177.5055157,-85.72806615
+30/04/2019,4.8,1.8,2,0.8,2.6,2.6,3.2,1.2,1.2,5.6,,-11.1,-10.4,-13.0,12.95,10.4,11.55,10.45,-175.6251411,-177.5055157,-85.72806615
+01/05/2019,0,0,0,0,0,0,0,0,0,0,,-11.4,-9.5,-13.0,14.35,13.9,13.55,12.3,-167.5387325,-161.6783237,-109.6240098
+02/05/2019,14.2,2.8,2,0.2,6.4,29.6,6.6,1.2,15.2,3.2,,-11.4,-9.7,-13.0,13.85,13.2,12,12.55,-167.5387325,-161.6783237,-109.6240098
+03/05/2019,0,0,0,0,0,0,0,0,0,0,,-11.6,-9.8,-13.0,14.5,14.55,13.85,14.05,-167.5387325,-161.6783237,-109.6240098
+04/05/2019,0.2,0,0,0.4,0,0.4,0,0.2,0.6,0,,-11.1,-10.2,-13.0,14.2,13.4,13.15,12.1,-167.5387325,-161.6783237,-109.6240098
+05/05/2019,2.4,0,7.6,3.8,8,0.8,0,5.4,0,0.8,,-11.6,-9.4,-13.0,8.4,8.55,7.4,9.3,-159.1617959,-153.5944075,-104.1428093
+06/05/2019,13.4,7.8,15.2,6.8,1.8,6,5.4,11,10.8,10.6,,-11.1,-10.6,-13.1,9.3,8.75,8.05,8.15,-167.5387325,-161.6783237,-109.6240098
+07/05/2019,0,0,0,0,0,0.2,0.2,0,0,0.2,,-11.2,-10.1,-13.1,11.85,11,10.35,8.85,-167.5387325,-161.6783237,-109.6240098
+08/05/2019,0,0,0,0,0,0,0,0,0,0,,-11.0,-10.7,-13.1,11.5,11.25,10.9,9.75,-167.5387325,-161.6783237,-109.6240098
+09/05/2019,4.4,2.2,2.6,4.2,6.4,2.6,2.6,5.2,6,0.6,,-11.1,-9.6,-13.0,15.25,13.05,14.15,13.3,-167.5387325,-161.6783237,-109.6240098
+10/05/2019,0,0,0.2,0,0.6,0,0,0,0.2,0,,-11.2,-10.1,-13.0,14.5,13.65,13.25,12.35,-167.5387325,-161.6783237,-109.6240098
+11/05/2019,0,0,0,0,0,0,0,0,0,0,,-11.5,-9.7,-13.0,15.15,14.15,14.1,12.3,-167.5387325,-161.6783237,-109.6240098
+12/05/2019,3.4,4,2,6.2,11.6,5.4,5.2,5.6,5,8.6,,-11.1,-9.6,-13.0,13.15,13.25,12.4,12.5,-159.1617959,-153.5944075,-104.1428093
+13/05/2019,3,2.4,4.2,4.4,7.4,2,6.8,1.2,5.2,3.2,,-11.1,-9.6,-13.0,13.35,11.95,12.1,13.45,-167.5387325,-161.6783237,-109.6240098
+14/05/2019,0,0,0,0,0,0,0,0,0,0,,-11.2,-9.7,-13.1,11.9,11.55,11.35,9.9,-167.5387325,-161.6783237,-109.6240098
+15/05/2019,0,0,0,0,0,0,0,0,0,0,,-11.1,-9.6,-13.1,9.4,8.65,8.55,8.2,-167.5387325,-161.6783237,-109.6240098
+16/05/2019,0,0,0.2,0,0,0,0,0,0,0,,-11.1,-10.0,-13.0,13.35,12.1,12.5,10.85,-167.5387325,-161.6783237,-109.6240098
+17/05/2019,0,0,0,0,0,0,0,0,0,0,,-11.3,-9.5,-13.0,13.7,12.85,12.65,11.9,-167.5387325,-161.6783237,-109.6240098
+18/05/2019,8.6,6,12.4,12,14,6.6,7.6,5,9.2,7.2,,-11.1,-10.5,-13.1,14.55,13.9,13.1,13.1,-167.5387325,-161.6783237,-109.6240098
+19/05/2019,16.4,22.6,18.4,23,34.4,16,16.4,17.4,12.4,14.4,,-11.3,-10.2,-13.1,13.7,13.1,12.65,13.4,-159.1617959,-153.5944075,-104.1428093
+20/05/2019,3,1,5.6,5.4,5,1,1.4,1.4,4.8,0.6,,-11.5,-9.4,-13.0,13.85,13.25,13,13.6,-167.5387325,-161.6783237,-109.6240098
+21/05/2019,2.6,3.8,0.8,1.6,4,3.6,2.2,26,3.8,3,,-11.1,-10.3,-13.0,15.55,15.25,15.15,15.05,-167.5387325,-161.6783237,-109.6240098
+22/05/2019,11.6,10.8,1.2,19.8,6,4,1.2,12.8,6.2,10,,-11.2,-9.9,-13.0,16.25,15.1,14.55,15.1,-167.5387325,-161.6783237,-109.6240098
+23/05/2019,1.2,0.8,0.8,2.8,10.6,2.2,3.6,0.8,7,1.4,,-11.4,-9.7,-13.0,17.7,15.75,16.3,15.85,-167.5387325,-161.6783237,-109.6240098
+24/05/2019,0,0,0,0,0,0,0,0.2,0,0.2,,-11.3,-9.7,-13.0,18,16,16.35,15.4,-167.5387325,-161.6783237,-109.6240098
+25/05/2019,0,0,0,0,1,0,0,0,0.2,1,,-10.8,-9.3,-13.0,17.4,16.85,16.4,15.9,-167.5387325,-161.6783237,-109.6240098
+26/05/2019,5.2,3.6,4,2.6,3.2,3.8,3.8,9.8,4,4.8,,-11.5,-9.7,-13.0,15.9,14.5,14.45,16.1,-159.1617959,-153.5944075,-104.1428093
+27/05/2019,11.2,6.4,9.8,13.8,14.8,9,9.2,8.4,14.2,9,,-11.0,-10.4,-13.1,17.15,16.45,15.85,17.15,-167.5387325,-161.6783237,-109.6240098
+28/05/2019,10.8,20.8,7.8,68,42,10.2,9.6,19.4,44.6,24,,-11.1,-9.9,-13.0,16.05,15.4,15.3,16.35,-167.5387325,-161.6783237,-109.6240098
+29/05/2019,0.4,8.8,2.4,0,0.4,1.4,0.4,0.6,1.2,1.2,,-11.2,-9.5,-13.0,15.45,14.5,13.55,15.85,-167.5387325,-161.6783237,-109.6240098
+30/05/2019,5.2,3.6,2.6,11,10.4,16.2,5.4,4,7.2,9,,-11.1,-9.8,-13.0,14.9,15.2,14.2,14.75,-167.5387325,-161.6783237,-109.6240098
+31/05/2019,4.2,2.4,0,2,1,0.4,1,0.8,0.8,0.2,,-11.1,-9.2,-9.2,17.5,16.5,15.85,14.6,-167.5387325,-161.6783237,-109.6240098
+01/06/2019,0,0,0,0,0,0,0,0,0,0,,-10.8,-9.1,,20.15,17.8,17.15,15.25,-295.3750148,-247.7938213,-0.056250858
+02/06/2019,0,0,0,0,0,0,0,0,0,0,,-10.8,-9.2,,21.8,19.65,20.65,17.85,-280.606264,-235.4041302,-0.053438315
+03/06/2019,0,0,0,0,0,0,0,0,0,0.2,,-10.9,-9.3,,20.7,18,19.75,18.05,-295.3750148,-247.7938213,-0.056250858
+04/06/2019,0,0,0,0,0,0,0,0,0,0,,-10.9,-9.4,,20.95,19.25,19.8,17.35,-295.3750148,-247.7938213,-0.056250858
+05/06/2019,0,0,0,0,0,0,0,0,0,0,,-10.9,-9.4,,20.95,19.45,19.3,17.45,-295.3750148,-247.7938213,-0.056250858
+06/06/2019,0,0,0,0,0,0,0,0,0,0.2,,-10.9,-9.2,,19.9,18.65,19,16.95,-295.3750148,-247.7938213,-0.056250858
+07/06/2019,0,0,0,0,0,0,0,0,0,0,,-10.8,-9.4,,20.25,19.6,19.25,17.85,-295.3750148,-247.7938213,-0.056250858
+08/06/2019,0,0,0,0,0,0,0,0,0,0,,-10.7,-9.4,,23.55,21.9,22.15,19.65,-295.3750148,-247.7938213,-0.056250858
+09/06/2019,0,0,0,0,0,0,0,0,0,0,,-10.8,-9.6,,25,23.6,24.15,22.55,-280.606264,-235.4041302,-0.053438315
+10/06/2019,0,0,0,0,0,0,0,0,0,0,,-10.8,-9.9,,25.8,25.1,25.3,22.6,-295.3750148,-247.7938213,-0.056250858
+11/06/2019,0,0,0,0,0,0,0,0,0,0,,-10.9,-9.6,,22.85,21.3,21.25,20.85,-295.3750148,-247.7938213,-0.056250858
+12/06/2019,0,0,0,0,0,0,0,0,0,0.2,,-10.9,-9.3,,22.65,19.35,21,20.25,-295.3750148,-247.7938213,-0.056250858
+13/06/2019,0,0,0,0,0,0,0,0,0,0,,-10.9,-9.5,,22.1,21.15,21.3,18.95,-295.3750148,-247.7938213,-0.056250858
+14/06/2019,0,0,0,0,0,0,0,0,0,0,,-11.0,-9.2,,26.1,24.1,24.75,22,-295.3750148,-247.7938213,-0.056250858
+15/06/2019,0.2,0,0.4,0.2,0.2,0,0,0,0.2,0.4,,-10.6,-9.2,,22.8,20.5,21.45,21.3,-295.3750148,-247.7938213,-0.056250858
+16/06/2019,0,0,0.2,0,0,0,0,0.2,0.2,0,,-10.8,-9.2,,23,19.8,20.85,20.15,-280.606264,-235.4041302,-0.053438315
+17/06/2019,0,0,0,0,0.2,0,0,0.2,0,0.2,,-10.8,-9.3,,24.05,22.55,22.4,21.7,-295.3750148,-247.7938213,-0.056250858
+18/06/2019,26.4,0,1.8,2.6,0.4,6.8,1.8,0,54.6,0,,-11.0,-9.3,,25.9,23.85,23,22.4,-295.3750148,-247.7938213,-0.056250858
+19/06/2019,0,0,0,0,0,0,0,0,0,0,,-10.7,-9.0,,25.3,22.9,22.85,22.3,-295.3750148,-247.7938213,-0.056250858
+20/06/2019,0,0,0,0,0,0,0,0,0,0,,-10.7,-9.0,,23.9,22.75,21.95,20.6,-295.3750148,-247.7938213,-0.056250858
+21/06/2019,0,0,0,0,0,0,0,0,0,0,,-10.7,-9.1,,23.7,22.45,22.15,21.35,-295.3750148,-247.7938213,-0.056250858
+22/06/2019,0.6,0.8,0,1.6,0.2,1.4,0.2,0.2,0.8,0.6,,-10.7,-9.2,,22.7,23,21.2,22.55,-295.3750148,-247.7938213,-0.056250858
+23/06/2019,0.4,2,1.2,0,3,1.8,0.2,1,0.2,1.6,,-10.8,-9.2,,24.5,22.35,21.55,22.25,-280.606264,-235.4041302,-0.053438315
+24/06/2019,0,0,0,0,0,0,0,0,0,0,,-11.1,-9.1,,25.65,25.15,24.6,22.75,-295.3750148,-247.7938213,-0.056250858
+25/06/2019,0,0,0,0,0,0,0,0,0,0,,-10.8,-9.2,,28.35,27.05,26.45,24.05,-295.3750148,-247.7938213,-0.056250858
+26/06/2019,0,0,0,0,0,0,0,0,0,0,,-10.7,-9.0,,28.55,28.25,27.65,24.7,-295.3750148,-247.7938213,-0.056250858
+27/06/2019,0,0,0,0,0,0,0,0,0,0,,-10.6,-9.1,,30.8,30.15,28.7,25.85,-295.3750148,-247.7938213,-0.056250858
+28/06/2019,0,0,0,0,0,0,0,0,0,0,,-10.5,-9.1,,30.9,30.05,29.4,26.55,-295.3750148,-247.7938213,-0.056250858
+29/06/2019,10.2,0,1.6,0,0,2.4,0,16.4,0,0,,-10.6,-9.1,,28.15,28.3,27.8,25.45,-295.3750148,-247.7938213,-0.056250858
+30/06/2019,0,0,0,0,0,0,0,0,0,0,,-10.7,-9.1,,28.9,27.65,26.85,24.05,-280.606264,-235.4041302,-0.053438315
+01/07/2019,0,0,0,0,0,0,0,0,0,0,,-10.9,-8.9,,28.35,26.6,25.9,24.35,-222.1808301,-228.5084351,-60.51032508
+02/07/2019,0,0,0,0,0,0,0,0,0,0,,-10.6,-9.1,,27.7,25.75,25.35,23.9,-222.1808301,-228.5084351,-60.51032508
+03/07/2019,0,0,0,0,0,0,0,0,0,0,,-10.6,-9.1,,29.05,27.05,26.3,25.3,-222.1808301,-228.5084351,-60.51032508
+04/07/2019,0,0,0,0,0,0,0,0,0,0,,-10.5,-9.2,,28.55,26.25,25.7,24.85,-222.1808301,-228.5084351,-60.51032508
+05/07/2019,0,0,0,0,0,3,0.2,0,29.4,0,,-10.5,-9.1,,28.15,26.75,25.7,25,-222.1808301,-228.5084351,-60.51032508
+06/07/2019,0,0,0,0,0,0,0,0,0,0,,-10.6,-9.0,,27.55,26.15,25.55,24.95,-222.1808301,-228.5084351,-60.51032508
+07/07/2019,0,0,0,0,0,0,0,0,0,0,,-10.7,-9.0,,26.25,24.85,24.55,24.6,-211.0717886,-217.0830134,-57.48480882
+08/07/2019,0.4,0.2,1,1,0.4,0,0.4,1,1,0.2,,-10.8,-9.0,,26.55,25,25.45,26.3,-222.1808301,-228.5084351,-60.51032508
+09/07/2019,0,0,0,0.2,0,0,0,0,0,0,,-10.9,-8.8,,26.95,26.3,26.05,26.55,-222.1808301,-228.5084351,-60.51032508
+10/07/2019,0.4,0,0,4.2,1.6,0.2,0.2,0,0.6,0,,-10.5,-9.3,,24.2,23.7,22.65,22.1,-222.1808301,-228.5084351,-60.51032508
+11/07/2019,0,0,0,0,0.4,14.2,1.2,0,7.2,0,,-10.6,-9.1,,23.65,22.45,21.3,20.45,-222.1808301,-228.5084351,-60.51032508
+12/07/2019,0,0,0,0,0,0,0,0,0,0,,-10.7,-9.0,,25.2,24,23.05,23.3,-222.1808301,-228.5084351,-60.51032508
+13/07/2019,5,0,0,7.4,1.2,3.8,1.2,6.4,7.8,0,,-10.7,-8.8,,24.6,24.2,22.6,23.3,-222.1808301,-228.5084351,-60.51032508
+14/07/2019,8.2,0,17.4,8.8,3.6,4.4,5,0.4,3.6,0,,-10.7,-9.0,,23.7,23.2,23.6,21.2,-211.0717886,-217.0830134,-57.48480882
+15/07/2019,3,1.4,4,2,1.6,3.6,2,3.6,2.6,2.8,,-10.6,-9.8,,19.1,18.3,17.55,19.35,-222.1808301,-228.5084351,-60.51032508
+16/07/2019,1.2,0.6,6.4,2.8,4.6,1.6,3,1.6,2.2,2.6,,-10.9,-9.2,,22.4,20.6,20.7,20.55,-222.1808301,-228.5084351,-60.51032508
+17/07/2019,0,0,0,0,0,0,0,0,0,0,,-10.9,-9.1,,25.35,23.15,22.3,20,-222.1808301,-228.5084351,-60.51032508
+18/07/2019,0,0,0,0,0,0,0,0,0,0,,-10.8,-9.5,,24.3,23.1,22,21.3,-222.1808301,-228.5084351,-60.51032508
+19/07/2019,20.4,0,0,0,0,8,1,1.4,0,0,,-10.8,-9.7,,24.9,23.85,23.1,22.15,-222.1808301,-228.5084351,-60.51032508
+20/07/2019,0,0,0,0,0,0,0,0,0,0,,-10.9,-9.6,,26.25,24.5,23.75,23.1,-222.1808301,-228.5084351,-60.51032508
+21/07/2019,0,0,0,0,0,0,0,0,0,0,,-11.0,-9.8,,26.65,24.45,24.4,23.8,-211.0717886,-217.0830134,-57.48480882
+22/07/2019,0,0,0,0,0,0,0,0,0,0,,-11.1,-9.7,-9.2,27.45,26.15,25.5,24.6,-222.1808301,-228.5084351,-60.51032508
+23/07/2019,0,0,0,0,0,0,0,0,0,0,,-10.9,-9.1,-12.5,29.85,28.1,29.35,26.2,-222.1808301,-228.5084351,-60.51032508
+24/07/2019,0,0,0,0,0,0,0,0,0,0,,-10.7,-9.3,-12.4,31.3,29.4,29.25,26.9,-222.1808301,-228.5084351,-60.51032508
+25/07/2019,0,0,0,0,0,0,0,0,0,0,,-10.8,-9.3,-12.4,31.8,30.4,29.25,27.75,-222.1808301,-228.5084351,-60.51032508
+26/07/2019,0,0,0,0,0,0,0,0,0,0,,-10.7,-9.1,-12.4,28.5,27.4,27.3,26.9,-222.1808301,-228.5084351,-60.51032508
+27/07/2019,0,0,0,0,0,0,0,0,0,0,,-10.9,-9.7,-12.4,23.9,23.6,23.05,24.35,-222.1808301,-228.5084351,-60.51032508
+28/07/2019,29.4,32.2,27.2,40.2,63.2,49.6,36,36.6,59.2,65.2,,-11.4,-10.3,-12.5,19.3,18.6,18,19.9,-211.0717886,-217.0830134,-57.48480882
+29/07/2019,4.4,4.8,2.8,2,4.2,2,7,0.8,7,9,,-10.9,-9.9,-12.5,22.95,21.6,21.8,22.8,-222.1808301,-228.5084351,-60.51032508
+30/07/2019,0,0,0,0,0,0.2,0,0.2,0.2,0,,-10.8,-9.8,-12.5,24.45,22.8,22.55,23.05,-222.1808301,-228.5084351,-60.51032508
+31/07/2019,0,0,0,0,0.2,0,0,0,0,0.2,,-11.2,-9.5,-12.4,24.15,23.5,23.25,23.4,-222.1808301,-228.5084351,-60.51032508
+01/08/2019,0,0,0,0,0,0,0,0,0,0,,-10.7,-9.0,-12.6,25.15,23.95,23.15,22.55,-222.2903064,-110.4671,-138.5642227
+02/08/2019,0,0,0,0,0,0,0,0,0,0,,-10.7,-10.0,-12.5,25.2,24.75,23.85,24,-222.2903064,-110.4671,-138.5642227
+03/08/2019,0,0,0,0,0.2,0,0,0.2,0.2,0.2,,-10.6,-10.2,-12.5,26.25,24.45,23.6,23.85,-222.2903064,-110.4671,-138.5642227
+04/08/2019,0,0,0,0,0,0,0,0,0,0,,-10.7,-9.1,-12.6,26.75,25.2,24.5,23.5,-211.175791,-104.943745,-131.6360115
+05/08/2019,0,0,0,0,0,0,0,0,0,0,,-10.7,-9.2,-12.6,26.05,24.4,23.3,23,-222.2903064,-110.4671,-138.5642227
+06/08/2019,0,0,0,0,0,0,0,0,0,0,,-11.0,-9.4,-12.5,26.05,25.05,24.35,24.05,-222.2903064,-110.4671,-138.5642227
+07/08/2019,0,0,0,0,0,0,0,0,0,0,,-10.5,-9.5,-12.6,25.25,24.3,24.1,23.4,-222.2903064,-110.4671,-138.5642227
+08/08/2019,0,0,0,0,0,0,0,0,0,0,,-10.9,-9.5,-12.4,26.3,25.7,25.45,26.1,-222.2903064,-110.4671,-138.5642227
+09/08/2019,0.4,0,0,0,0,7.2,0.4,0,3.8,0,,-11.1,-9.4,-12.4,27.9,26.5,25.45,26.2,-222.2903064,-110.4671,-138.5642227
+10/08/2019,0,0,0,0,0,0,0,0,0,0,,-10.6,-10.0,-12.5,28.45,26.85,26.9,26.35,-222.2903064,-110.4671,-138.5642227
+11/08/2019,0,0,0,0,0,0,0,0,0,0,,-10.7,-9.2,-12.5,29.7,28.1,27.35,26.85,-211.175791,-104.943745,-131.6360115
+12/08/2019,0,0,0,0,0,0,0,0,0,0,,-10.7,-9.2,-12.6,29.3,27.4,28.05,26.4,-222.2903064,-110.4671,-138.5642227
+13/08/2019,0,0,0,0,0,0,0,0,0,0,,-10.8,-9.1,-12.5,27.6,24.95,25.7,25.85,-222.2903064,-110.4671,-138.5642227
+14/08/2019,0,0,0,0,0,0,0,0,0,0,,-10.6,-9.5,-12.4,24.4,22.9,22.7,22.3,-222.2903064,-110.4671,-138.5642227
+15/08/2019,0,0,0,0,0,0,0,0,0,0,,-10.6,-9.5,-12.4,24,22.9,23.4,22.25,-222.2903064,-110.4671,-138.5642227
+16/08/2019,0,0,0,0,0,0,0,0,0,0,,-11.0,-9.4,-12.4,25.3,23.95,23.3,22.5,-222.2903064,-110.4671,-138.5642227
+17/08/2019,0,0,0,0,0,0,0,0,0,0,,-11.1,-9.4,-12.4,25.55,23.75,24.05,23.1,-222.2903064,-110.4671,-138.5642227
+18/08/2019,0,0,0,0,0,0,0,0,0,0,,-10.6,-9.0,-12.5,25.15,24.45,23.55,23.5,-211.175791,-104.943745,-131.6360115
+19/08/2019,0,0,0,0,0,0,0,0,0,0,,-11.0,-8.9,-12.5,26.55,24.65,24.35,24,-222.2903064,-110.4671,-138.5642227
+20/08/2019,0,0,0,0,0,0,0,0,0,0,,-10.9,-9.1,-12.4,27.4,26.4,25.95,25.15,-222.2903064,-110.4671,-138.5642227
+21/08/2019,0,0,0,0,0,0,0,0,0,0,,-10.3,,-12.4,28.05,25.85,26.1,25.4,-222.2903064,-110.4671,-138.5642227
+22/08/2019,0,0,0,0,0,0,0,0,0,0,,-10.4,,-12.3,26.5,26.5,25.15,26,-222.2903064,-110.4671,-138.5642227
+23/08/2019,12.2,2.4,0,2.4,13,15.4,4.6,2.6,31.4,1,,-10.5,,-12.4,25.15,23.7,23.35,24.75,-222.2903064,-110.4671,-138.5642227
+24/08/2019,2,10,1.8,4.2,5,7.6,12.8,3.2,5.2,5.2,,-10.5,,-12.5,23.45,23.95,22.1,23.5,-222.2903064,-110.4671,-138.5642227
+25/08/2019,0.2,1.8,0,0,1.6,1,2,0,0.6,3,,-10.7,,-12.6,25.15,24.65,24.05,23.7,-211.175791,-104.943745,-131.6360115
+26/08/2019,0,0,4.8,0,4.2,0,0,0,0,6.6,,-10.7,,-12.5,26.4,25.4,24.25,23.95,-222.2903064,-110.4671,-138.5642227
+27/08/2019,0,0,0,0,0,0.2,0,0,0,0,,-10.5,,-12.5,26.35,25.3,25,24.7,-222.2903064,-110.4671,-138.5642227
+28/08/2019,0,0,0,0,0,0,0,0,0,0,,-10.4,,-12.4,25.45,25.45,25,24.4,-222.2903064,-110.4671,-138.5642227
+29/08/2019,1.4,0,0,0,0,0.2,5,0.6,0,39.8,,-10.4,,-12.4,26.3,24.8,24.9,24.6,-222.2903064,-110.4671,-138.5642227
+30/08/2019,0,0,0,0,0,0,0,0,0,0.2,,-10.4,,-12.4,27.35,26.35,25.55,25.2,-222.2903064,-110.4671,-138.5642227
+31/08/2019,0,0,0,0,0,12.8,0,2.2,0,0,,-10.4,,-12.4,26.8,26.25,25.05,24.8,-222.2903064,-110.4671,-138.5642227
+01/09/2019,1.6,0,0,1,0,0,0,0.4,4.8,0,,-10.4,,-12.4,25.55,24.95,23.05,23.25,-260.033069,0,-215.0810789
+02/09/2019,0,0,0,0,0,0,0,0,0,0,,-10.5,,-12.4,24.9,24.2,22.4,23.05,-273.71902,0,-226.4011357
+03/09/2019,9.8,1.6,0,1.6,0,9.2,0,5.8,0.2,0.4,,-10.5,,-12.4,23.5,22.4,22.1,22.2,-273.71902,0,-226.4011357
+04/09/2019,0,0,0,0,0,0,0,0,0,0,,-10.4,,-12.4,22.1,21.4,21.25,20.35,-273.71902,0,-226.4011357
+05/09/2019,0,0,0,0,0,0,0,0,0,0,,-10.3,,-12.3,22.8,22.25,20.65,19.85,-273.71902,0,-226.4011357
+06/09/2019,0,0,0,0,0,0.2,0,0,0.2,0.4,,-10.2,,-12.3,20.35,19.7,19.7,20.2,-273.71902,0,-226.4011357
+07/09/2019,1.4,2.2,6.4,7.2,43.8,1.8,9,7.4,6.8,6.6,,-10.6,,-12.5,20.15,19.35,18.35,19,-273.71902,0,-226.4011357
+08/09/2019,0,6.2,1,0,0,1.2,0,0,0.4,0,,-10.5,,-12.3,19.7,19.55,19.05,19.05,-260.033069,0,-215.0810789
+09/09/2019,1.8,2.4,1.2,0.4,0,3,1.2,1.8,2.2,0,,-10.5,,-12.4,19.6,18.4,18.1,18.7,-273.71902,0,-226.4011357
+10/09/2019,0,0,0,0,0,0,0,0.2,0,0,,-10.5,,-12.3,18.85,19.25,18.85,17.8,-273.71902,0,-226.4011357
+11/09/2019,0,0,0,0,0,0,0,0,0,0,,-10.5,,-12.3,23.05,21.25,21.5,19.95,-273.71902,0,-226.4011357
+12/09/2019,0,0,0,0,0,0,0,0,0,0,,-10.5,,-12.3,23.5,22.6,22.3,20.1,-273.71902,0,-226.4011357
+13/09/2019,0,0,0,0,0,0,0,0,0,0,,-10.4,,-12.3,23.85,22.4,22.6,20.25,-273.71902,0,-226.4011357
+14/09/2019,0,0,0,0,0,0,0,0,0,0,,-10.4,,-12.3,24.2,23.35,23.95,20.75,-273.71902,0,-226.4011357
+15/09/2019,0,0,0,0,0,0,0,0,0,0,,-10.5,,-12.3,23.35,22.1,22.15,20.35,-260.033069,0,-215.0810789
+16/09/2019,0,0,0,0,0,0,0,0,0,0,,-10.5,,-12.3,24.5,23.2,22.15,21.45,-273.71902,0,-226.4011357
+17/09/2019,0,0,0,0,0,0,0,0,0,0,,-10.3,,-12.4,22.85,21.25,21.45,20.6,-273.71902,0,-226.4011357
+18/09/2019,0,0,0,0,0,0,0,0,0.2,0,,-10.2,,-12.2,23.25,22.05,21.65,22.3,-273.71902,0,-226.4011357
+19/09/2019,0,0,0,0,0.2,0,0,0,0.2,0,,-10.2,,-12.3,19.85,19.45,19.3,21.25,-273.71902,0,-226.4011357
+20/09/2019,0.4,1,6.2,3.2,0.2,0.2,0,18.6,0,0,,-10.3,,-12.2,18.55,17.9,18.3,16.8,-273.71902,0,-226.4011357
+21/09/2019,0,0,0,0,0,0,0,0,0,0,,-10.3,,-12.4,18.45,17.55,17.5,15.65,-273.71902,0,-226.4011357
+22/09/2019,16.4,13.2,18.4,19.4,17.2,16.4,0,13.4,16.8,12.2,,-10.3,,-12.3,16.4,17.25,16.5,17.4,-260.033069,0,-215.0810789
+23/09/2019,5,5.2,3.8,5.2,9.8,6.4,0,3.4,8.8,3,,-10.3,,-12.3,18.5,18.6,17.7,19,-273.71902,0,-226.4011357
+24/09/2019,10.6,8.2,10.2,35.4,26.2,26.4,0,13.2,48.6,24.6,,-10.4,,-12.3,19.05,18.45,18.45,18.35,-273.71902,0,-226.4011357
+25/09/2019,0.6,0,0.4,0.4,0.2,0.4,0,0.2,0.4,0,,-10.4,,-12.4,19.8,19.55,19,19.6,-273.71902,0,-226.4011357
+26/09/2019,0,0,0,0,0,0,0,0,0,0.2,,-10.3,,-12.4,20.3,19.85,19.5,18.95,-273.71902,0,-226.4011357
+27/09/2019,0,0,0.2,0,0.2,0.2,0.2,0.2,0.2,0,,-10.4,,-12.3,19.7,19.65,18.85,19.3,-273.71902,0,-226.4011357
+28/09/2019,0.2,0,0,0,0.2,0,0,0,0.2,0.2,,-10.3,,-12.3,20.55,20.15,19.25,19.4,-273.71902,0,-226.4011357
+29/09/2019,0,0,0,0.2,0,0.2,0.2,0,0.4,0,,-10.3,,-12.3,20.65,19.4,19.25,19.8,-260.033069,0,-215.0810789
+30/09/2019,0,0,0,0,0.2,0,0,0,0,0.2,,-10.3,,-12.3,20.55,20.65,20.15,19.3,-273.71902,0,-226.4011357
+01/10/2019,0.2,0,0,0,0,0.2,0,0.2,0.2,0,,-10.3,,-12.3,21.2,20.35,20.15,19.75,-252.8437863,0,-195.559375
+02/10/2019,0.4,0,1.2,0.6,1.2,0,0,0,0.2,0,,-10.3,,-12.3,18.2,17.7,16.85,16.8,-252.8437863,0,-195.559375
+03/10/2019,0.6,10.8,1.4,2.2,9.2,0.2,3.4,6.2,1,3,,-10.3,,-12.3,13.1,12.1,12.45,11.4,-252.8437863,0,-195.559375
+04/10/2019,0.2,0.6,0,0.2,0.2,3,1.2,0,0,0.8,,-10.3,,-12.3,14.5,13.35,13.95,11.75,-252.8437863,0,-195.559375
+05/10/2019,0,0.2,0.2,0,0,0,0,0.4,0,0,,-10.3,,-12.3,18,16.85,17.2,17,-252.8437863,0,-195.559375
+06/10/2019,0.2,0,0,0,0.2,0.2,0,0.2,0.2,0.2,,-10.3,,-12.3,18.5,17.95,17.05,15.7,-240.201597,0,-185.7814062
+07/10/2019,1.2,0.2,2.4,0,1.6,0.6,1.4,4.4,0.4,0,,-10.2,,-12.3,16,14.7,15.5,14.05,-252.8437863,0,-195.559375
+08/10/2019,0,0,0,0,0,0,0,0.2,0,0,,-10.2,,-12.3,16.95,15.95,16.35,14.1,-252.8437863,0,-195.559375
+09/10/2019,0,0,0,0,0,0,0,0,0,0,,-10.6,,-12.2,16.85,16.45,15.8,14.25,-252.8437863,0,-195.559375
+10/10/2019,0,0,0,0,0,0,0.2,0,0,0,,-10.3,,-12.3,18.3,16.55,17.05,16.35,-252.8437863,0,-195.559375
+11/10/2019,0,0,0,0,0,0,0,0.2,0,0,,-10.2,,-12.3,18,17.1,17.65,15.5,-252.8437863,0,-195.559375
+12/10/2019,0,0,0,0,0.2,0.2,0,0,0,0,,-10.3,,-12.3,18.1,17.5,16.7,15.3,-252.8437863,0,-195.559375
+13/10/2019,0.2,0,0,0.2,0.2,0.2,0,0.2,0.4,0,,-10.2,,-12.3,16.3,17.35,16.5,15.65,-240.201597,0,-185.7814062
+14/10/2019,0,0,0,0,0.2,0,0.2,0,0,0,,-10.4,,-12.3,19.25,18.35,18.1,17.65,-252.8437863,0,-195.559375
+15/10/2019,0,0,0,0.2,0.2,0,0,0,0.4,0,,-10.1,,-12.4,17.6,17.5,16.95,17.65,-252.8437863,0,-195.559375
+16/10/2019,22.8,40.6,12.8,39.6,23.8,67.2,13.6,11.2,49.8,9.6,,-10.3,,-12.3,15.2,15.45,14.5,14.95,-252.8437863,0,-195.559375
+17/10/2019,0.2,0,0,0,0.2,0.2,0,0,0.4,0.2,,-10.2,,-12.3,16.4,15.75,14.8,14.4,-252.8437863,0,-195.559375
+18/10/2019,0.2,0,0.2,0.4,0.2,0.2,0.4,0.2,0.4,0.2,,-10.2,,-12.3,15.15,15.45,14,14.05,-252.8437863,0,-195.559375
+19/10/2019,0,0,0.2,0,0,0,0,0.2,0.2,0,,-10.2,,-12.2,17,16.5,16.1,16,-252.8437863,0,-195.559375
+20/10/2019,0,0,0,0,0,0.2,0,0,0.2,0.2,,-10.2,,-12.3,16.55,16.7,15.85,14.75,-240.201597,0,-185.7814062
+21/10/2019,0,0,0,0,0,0,0,0,0,0,,-10.2,,-13.5,20.1,19.9,19,18.65,-252.8437863,0,-195.559375
+22/10/2019,0.2,0,0,0,0.4,0.2,0.2,0,0.2,0.2,,-10.2,,-15.9,21.15,20.25,20.2,18.75,-252.8437863,0,-195.559375
+23/10/2019,0,0,0,0.2,0,0.2,0,0.2,0.2,0,,-10.2,,-15.9,20.2,19.05,18.8,17.3,-252.8437863,0,-195.559375
+24/10/2019,0.6,0,0,0,0.2,0,0.2,0.8,0.6,0,,-10.2,,-15.9,16.1,15.65,15.4,14.4,-252.8437863,0,-195.559375
+25/10/2019,19.4,20.2,18.8,19,20.4,26.2,20.2,14.6,21.6,19.8,,-10.2,,-15.9,17.3,16.6,16.25,16.8,-252.8437863,0,-195.559375
+26/10/2019,0.2,0,0,0,0,0.2,0,0.2,0,0.2,,-10.2,,-15.9,19.8,18.5,18.35,16.45,-252.8437863,0,-195.559375
+27/10/2019,0.2,0,0,0.2,0,0,0.2,0.2,0,0.2,,-10.1,,-15.9,18.35,18.95,17.95,15.2,-240.201597,0,-185.7814062
+28/10/2019,0.2,0.2,0.4,0.2,0.4,0.6,0.2,0.4,0.4,0.4,,-10.2,,-15.9,16.15,16.1,15.45,14.05,-252.8437863,0,-195.559375
+29/10/2019,0.2,0,0,0,0.2,0.2,0,0.2,0.2,0.2,,-10.3,,-15.9,15.6,16.4,14.9,15.6,-252.8437863,0,-195.559375
+30/10/2019,4.2,4.4,6.2,5.6,3.2,3.2,3.2,8.2,4,2.8,,-10.5,,-15.9,15.7,14.95,14.85,15.7,-252.8437863,0,-195.559375
+31/10/2019,3,2.4,10,5.2,1,3.2,8.8,5.6,3.8,3.8,,-10.2,,-15.8,14.55,14.15,13.8,15.65,-252.8437863,0,-195.559375
+01/11/2019,8.2,14.2,9,5.2,1.2,14.4,8.8,27.4,1.8,2.6,,-10.2,,-15.9,13.6,11.95,12.65,14.05,-200.4250318,-104.1609897,-154.6476721
+02/11/2019,1.4,0.8,1.6,1.4,0.8,1.2,0.8,0.8,1,0.4,,-10.2,,-15.9,13.45,13.5,12.95,13.55,-200.4250318,-104.1609897,-154.6476721
+03/11/2019,5.8,11.4,2,5.8,13.2,14.6,13,0.8,12.2,5.4,,-10.1,,-15.9,15.7,15.65,14.65,16.6,-190.4037803,-98.9529402,-146.9152885
+04/11/2019,34.6,7.6,11.6,15.6,45.8,17.8,17,18.8,21,37.8,,-10.2,,-15.9,15.55,15.1,14.75,16.1,-200.4250318,-104.1609897,-154.6476721
+05/11/2019,1,3,2.6,1.4,11.8,4.8,17.4,15.4,13.2,6.2,,-10.2,,-15.9,14.5,14.35,13.8,14.8,-200.4250318,-104.1609897,-154.6476721
+06/11/2019,42.2,28.6,44,31.2,21.8,37.6,36.6,29.6,38.6,24,,-10.2,,-15.9,9.9,10.05,9.75,10.6,-200.4250318,-104.1609897,-154.6476721
+07/11/2019,16.8,13.4,17,11.6,0.4,12.4,1.2,4.2,3.2,1,,-10.2,,-15.9,10.6,11.15,11.4,10.4,-200.4250318,-104.1609897,-154.6476721
+08/11/2019,7.4,14.2,11.2,10.8,12.6,8,14.2,10.4,7.4,12.6,,-10.2,,-15.9,10.65,11.3,10.4,10.75,-200.4250318,-104.1609897,-154.6476721
+09/11/2019,21,24.2,15.2,21.8,18.2,27,22.4,18.8,29.4,20.4,,-10.2,,-15.9,8.15,9.1,6.9,9,-200.4250318,-104.1609897,-154.6476721
+10/11/2019,11.6,1.4,18.6,21,11.8,5.4,5.6,6.6,11.2,2.2,,-10.3,,-10.0,8.65,9.2,8.4,9.25,-190.4037803,-98.9529402,-146.9152885
+11/11/2019,9.2,6.2,6.4,9.4,12.8,9,8.4,5.4,8.8,9.6,,-10.2,-8.6,-5.0,10.65,10.75,9.85,11.65,-200.4250318,-104.1609897,-154.6476721
+12/11/2019,4.6,3.4,2.6,3.4,4.2,2.8,3,1.4,4.4,3,,-10.5,-9.3,-10.2,10.8,10.05,9.85,11.1,-200.4250318,-104.1609897,-154.6476721
+13/11/2019,23.4,20.8,22.6,20.4,18.4,24.4,20.8,21.2,23.2,20.2,,-10.4,-9.7,-10.3,10.9,10.35,10,10.2,-200.4250318,-104.1609897,-154.6476721
+14/11/2019,0.2,0,0.2,0,0.2,0.2,0,0,0.2,0,,-10.2,-9.1,-10.3,10.6,9.5,9.35,9.3,-200.4250318,-104.1609897,-154.6476721
+15/11/2019,10.4,4,11.4,13.6,14,5.2,10.4,10,11.6,13.2,,-10.8,-8.9,-10.3,10.85,10.35,10.45,12.15,-200.4250318,-104.1609897,-154.6476721
+16/11/2019,19.8,17,17.4,17.4,23.8,18.8,19.2,20.2,17.4,17.8,,-10.2,-9.9,-10.3,9.35,8.85,8.45,9.15,-200.4250318,-104.1609897,-154.6476721
+17/11/2019,87.8,79.2,74.2,90,106.4,93.8,90,71.8,95.8,86,,-11.0,-9.1,-10.3,9.55,0,8.45,10.95,-190.4037803,-98.9529402,-146.9152885
+18/11/2019,4.4,3,3.2,4.6,6.6,4.4,5.2,4.8,5.2,7.4,,-10.5,-10.2,-10.4,8.6,0,8.4,8.7,-200.4250318,-104.1609897,-154.6476721
+19/11/2019,26.6,26.6,26,19.8,28,36.8,31,27.8,21.8,25.6,,-10.4,-9.0,-10.4,10.1,9.4,9.25,10.2,-200.4250318,-104.1609897,-154.6476721
+20/11/2019,8.6,14,4.6,5,12.6,194.2,10,6.4,7.8,16.6,,-10.5,-9.6,-10.4,12.1,10.5,10.5,10.8,-200.4250318,-104.1609897,-154.6476721
+21/11/2019,0.4,3.6,0,2.2,1.6,20,7.8,0,3,0.6,,-10.6,-8.7,-10.3,9.85,9.95,8.75,9.65,-200.4250318,-104.1609897,-154.6476721
+22/11/2019,0.2,0,0,0.2,0.2,0.2,0.2,0.2,0.4,0.8,,-10.5,-9.1,-10.5,10.2,10.25,9.35,9.2,-200.4250318,-104.1609897,-154.6476721
+23/11/2019,2,0.6,0.8,0.8,1.6,0.8,1.4,0.8,2,0.4,,-10.7,-9.7,-10.5,12.55,12.4,11.25,12.05,-200.4250318,-104.1609897,-154.6476721
+24/11/2019,38.4,14.4,42.8,38.8,44.6,29.4,27.6,33.6,34.8,11.4,,-11.3,-9.4,-10.4,12.4,12,11.15,13.5,-190.4037803,-98.9529402,-146.9152885
+25/11/2019,2.6,3,2,1.8,2.6,2.4,2.2,2.2,2.4,1.6,,-10.6,-9.6,-10.6,14.45,13.6,13.25,12.55,-200.4250318,-104.1609897,-154.6476721
+26/11/2019,0,0,0,0,0.2,0.2,0.2,0.2,0,0.2,,-10.6,-9.9,-10.5,12.75,12.15,12.15,9.6,-200.4250318,-104.1609897,-154.6476721
+27/11/2019,0.2,0,0,0.2,0.2,0.2,0,0.2,0.2,0.2,,-10.6,-9.4,-10.6,11.05,11.9,10.9,10.35,-200.4250318,-104.1609897,-154.6476721
+28/11/2019,5.4,4.8,3,4.6,11.8,4.2,7,6.4,8.4,4.4,,-10.7,-9.6,-10.6,12.75,12.45,12.4,11.35,-200.4250318,-104.1609897,-154.6476721
+29/11/2019,0.2,0.2,0.4,0.4,0,0.2,0.2,1.4,0,0.4,,-10.4,-9.5,-10.5,12.3,12.25,12.4,11.7,-200.4250318,-104.1609897,-154.6476721
+30/11/2019,0.2,0.8,0,0,1.4,0.6,0.2,0,0.2,0,,-10.7,-9.3,-10.6,11.95,11.05,11.15,9.65,-200.4250318,-104.1609897,-154.6476721
+01/12/2019,0.2,0,0.2,0,0.4,0.2,0.2,0.4,0.2,0.2,,-10.8,-9.4,-10.6,9.7,9.65,9.05,8.5,-147.2426989,-158.8508312,-79.92724704
+02/12/2019,16.2,5.8,6.2,20.2,17.2,13.2,7.2,2.2,22.2,4.6,,-11.3,-9.6,-10.5,12.45,12.55,12.15,13.55,-154.9923146,-167.2114013,-84.13394426
+03/12/2019,38.2,18.6,23.8,12.6,19,12.6,5.6,19.4,9.4,5.2,,-10.8,-9.4,-10.6,8.45,7.7,7.5,9.15,-154.9923146,-167.2114013,-84.13394426
+04/12/2019,0,0,0,0,0,0,0,0,0,0,,-10.9,-10.1,-10.6,6.2,5,5.7,4.65,-154.9923146,-167.2114013,-84.13394426
+05/12/2019,0,0,0,0,0,0,0,0,0,0,,-10.8,-9.9,-10.6,7.2,5.1,6.25,4.75,-154.9923146,-167.2114013,-84.13394426
+06/12/2019,0,0,0,0,0,0,0.2,0.2,0,0,,-10.9,-9.5,-10.7,9.35,10,9.5,8.15,-154.9923146,-167.2114013,-84.13394426
+07/12/2019,6.8,1.8,5.2,1,2,6,2,0.6,1.2,3.8,,-10.9,-10.1,-10.6,10.45,11.2,11.45,9.75,-154.9923146,-167.2114013,-84.13394426
+08/12/2019,1.2,1.2,3,0.8,0.2,0.8,0.6,0.4,0.8,0.6,,-11.0,-9.6,-10.7,10.2,10.85,8.55,9.3,-147.2426989,-158.8508312,-79.92724704
+09/12/2019,0.6,0.2,0.6,0.4,0.4,0.4,0.2,1.4,0.4,0.2,,-11.0,-9.5,-10.7,9.4,9.15,9.8,9.4,-154.9923146,-167.2114013,-84.13394426
+10/12/2019,2,3.8,4.4,0.4,0.2,0,1.4,3.8,1.2,3,,-11.2,-9.9,-10.6,8.95,7.45,7.85,6.45,-154.9923146,-167.2114013,-84.13394426
+11/12/2019,0,0,0,0,0,0,0.2,0,0,0.2,,-11.4,-9.5,-10.7,6.55,5.25,5.2,4.55,-154.9923146,-167.2114013,-84.13394426
+12/12/2019,0.4,0.8,0.6,1.6,3.2,0.8,1.4,1,1.6,1.4,,-11.2,-9.9,-10.7,4.3,4.1,4.4,3.3,-154.9923146,-167.2114013,-84.13394426
+13/12/2019,1.8,1.2,2.2,3.4,4,1.4,2.2,2.6,3.2,0.8,,-11.3,-9.5,-10.6,5,6.05,4.95,5.55,-154.9923146,-167.2114013,-84.13394426
+14/12/2019,13.4,6,8.8,12,10.2,11.8,6.4,5.6,7.8,5,,-11.2,-9.8,-10.8,7.6,8.3,7.9,2.2,-154.9923146,-167.2114013,-84.13394426
+15/12/2019,0.2,0,0.2,0,0.2,0,0.2,0,0,0.2,,-11.3,-9.9,-10.7,11.55,12.75,11.6,8.55,-147.2426989,-158.8508312,-79.92724704
+16/12/2019,0.2,0,0,0.2,0,0,0,0,0.4,0,,-11.2,-10.1,-10.7,11.75,12.65,11.7,10.4,-154.9923146,-167.2114013,-84.13394426
+17/12/2019,0,0,0,0,0,0,0,0,0,0,,-11.1,-10.0,-10.8,13.85,13.4,13.2,13.35,-154.9923146,-167.2114013,-84.13394426
+18/12/2019,0,0,0,0,0,0,0,0,0,0,,-11.6,-9.6,-10.7,12.35,12,11.4,10.7,-154.9923146,-167.2114013,-84.13394426
+19/12/2019,0.6,0,1,0,0.8,0.2,0.6,0,0.6,0,,-11.5,-10.0,-10.7,10.75,10.45,9.6,8.6,-154.9923146,-167.2114013,-84.13394426
+20/12/2019,3,1.6,2.6,6,5.8,2.6,2.8,1,4.6,3.4,,-11.4,-10.0,-10.7,9.6,10.2,9.15,9.65,-154.9923146,-167.2114013,-84.13394426
+21/12/2019,24.2,7.8,18.4,38.4,60,15.8,22.6,13.8,38,18.6,,-11.3,-10.5,-10.7,13,12.55,12.8,12.05,-154.9923146,-167.2114013,-84.13394426
+22/12/2019,27,19.6,16.2,69,26.4,21.4,20.8,16.8,23.2,16.2,,-11.6,-10.2,-10.8,10.9,11.6,11.05,11.2,-147.2426989,-158.8508312,-79.92724704
+23/12/2019,0.8,0.8,0.2,1,0.6,1,0,0.2,0,8.6,,-11.5,-10.2,-10.9,11.55,10.5,10.95,8.2,-154.9923146,-167.2114013,-84.13394426
+24/12/2019,0.2,0,0,0,0,0,0,0,0,0,,-11.4,-10.4,-10.9,9.3,9.65,10.65,6.85,-154.9923146,-167.2114013,-84.13394426
+25/12/2019,0,0,0,0,0,0.2,0,0,0,0,,-11.4,-10.3,-10.9,12,10.75,11.3,9.2,-154.9923146,-167.2114013,-84.13394426
+26/12/2019,0.2,0.2,0.2,0.2,0.4,0.2,0.2,0.2,0.4,0.4,,-11.8,-11.0,-11.0,9.25,8.8,8.85,6.85,-154.9923146,-167.2114013,-84.13394426
+27/12/2019,0,0,0,0,0,0.2,0,0,0,0,,-11.9,-10.9,-11.0,8,8.6,7.5,5.55,-154.9923146,-167.2114013,-84.13394426
+28/12/2019,0.2,0,0.2,0,0.2,0.2,0.2,0.4,0.2,0.4,,-11.7,-10.5,-11.0,6.05,4.85,5.65,4.15,-154.9923146,-167.2114013,-84.13394426
+29/12/2019,0,0,0,0,0,0,0,0,0,0,,-11.7,-10.7,-10.9,5.25,3.6,3.75,3.05,-147.2426989,-158.8508312,-79.92724704
+30/12/2019,0.2,0,0,0,0,0,0.2,0,0,0,,-11.6,-10.1,-11.0,4.7,3.3,3.85,1.9,-154.9923146,-167.2114013,-84.13394426
+31/12/2019,0,0,0,0,0,0,0.2,0,0,0,,-11.8,-10.0,-10.9,5.75,4.95,4.9,2.45,-154.9923146,-167.2114013,-84.13394426
+01/01/2020,0,0,0,0,0.2,0,0,0.2,0,0,,-11.6,-10.3,-10.9,7.95,8.35,8.4,4.7,-156.2116458,-145.8890468,-62.04052447
+02/01/2020,0.2,0.2,0.2,0.2,0.4,0.2,0.2,0.2,0.4,0.2,,-11.5,-10.7,-10.9,9.7,8.05,8.45,3.75,-156.2116458,-145.8890468,-62.04052447
+03/01/2020,0,0,0.2,0.2,0,0.2,0.2,0.2,0.2,0.2,,-11.6,-10.8,-11.0,6.65,8.3,7.15,2.75,-156.2116458,-145.8890468,-62.04052447
+04/01/2020,0.4,0,0.6,0.2,0.2,0.2,0.4,0,0.6,0.2,,-11.7,-10.2,-11.0,10.15,9.1,8.85,7.05,-156.2116458,-145.8890468,-62.04052447
+05/01/2020,0.4,0.2,0.4,0.2,0.6,0.2,0.2,0.2,0.4,0.2,,-11.8,-10.6,-10.9,8.25,8.4,7.8,5.6,-156.2116458,-145.8890468,-62.04052447
+06/01/2020,0,0,0,0,0,0,0,0.2,0.2,0,,-11.5,-10.7,-11.0,6.65,5.85,5.4,3.1,-156.2116458,-145.8890468,-62.04052447
+07/01/2020,0,0,0,0,0,0,0.2,0,0,0.2,,-11.3,-10.7,-11.0,4.35,5.5,4.7,0.4,-156.2116458,-145.8890468,-62.04052447
+08/01/2020,0,0,0,0,0,0.2,0.2,0,0,0,,-11.5,-10.7,-11.0,8.9,7.65,7.55,5.1,-156.2116458,-145.8890468,-62.04052447
+09/01/2020,0,0,0,0,0,0,0,0.2,0,0.2,,-12.0,-10.2,-11.0,7.8,7.95,7.05,3.1,-156.2116458,-145.8890468,-62.04052447
+10/01/2020,0.2,0,0,0.2,0.2,0.2,0.2,0.2,0.2,0,,-11.7,-11.1,-10.9,7.6,8.4,6.7,5,-156.2116458,-145.8890468,-62.04052447
+11/01/2020,0,0,0,0,0,0,0,0,0,0.2,,-11.9,-10.5,-11.0,10.35,8,9.15,7.2,-156.2116458,-145.8890468,-62.04052447
+12/01/2020,0,0,0,0,0,0,0,0,0,0,,-11.3,-10.7,-11.0,8.5,6.95,6.8,5.35,-156.2116458,-145.8890468,-62.04052447
+13/01/2020,0,0,0,0,0.2,0,0.2,0,0,0,,-11.7,-10.3,-11.0,6.25,6.9,5.3,2.7,-156.2116458,-145.8890468,-62.04052447
+14/01/2020,0,0,0,0.2,0,0.2,0,0.2,0,0,,-11.9,-9.8,-11.0,4.5,5.55,4.45,1,-156.2116458,-145.8890468,-62.04052447
+15/01/2020,0.2,0,0,0,0,0,0.2,0.2,0,0.2,,-11.5,-10.8,-11.1,9.65,9.25,8.95,6.2,-156.2116458,-145.8890468,-62.04052447
+16/01/2020,0.2,0,0,0,0.2,0.2,0,0.2,0.4,0,,-11.9,-10.2,-11.1,8.4,7.55,6.45,4.15,-156.2116458,-145.8890468,-62.04052447
+17/01/2020,0,0,0,0.2,0.4,0.2,0,0.2,0.2,0.2,,-11.8,-10.3,-11.0,5.7,7,6,2.55,-156.2116458,-145.8890468,-62.04052447
+18/01/2020,14.6,18.4,12.2,10.2,15.6,16.4,14.6,15.6,19.6,10.2,,-11.6,-10.9,-11.1,5.65,6.55,5.65,5.55,-156.2116458,-145.8890468,-62.04052447
+19/01/2020,3.8,1.8,3.4,3.4,2.8,2.2,2,6.2,2.8,2,,-11.8,-10.2,-11.0,6.25,5.45,5.3,4.35,-156.2116458,-145.8890468,-62.04052447
+20/01/2020,0,0,0,0,0,0,0,0.2,0,0.2,,-11.9,-9.9,-11.0,6.3,4.85,5.65,5.75,-156.2116458,-145.8890468,-62.04052447
+21/01/2020,0,0,0,0,0,0,0,0,0,0,,-11.7,-10.2,-11.0,5.85,4.5,5.3,4.1,-156.2116458,-145.8890468,-62.04052447
+22/01/2020,0,0,0,0,0,0,0,0,0,0,,-11.7,-10.2,-11.0,8.15,8.2,8,5.9,-156.2116458,-145.8890468,-62.04052447
+23/01/2020,0.2,0,0,0.2,0.2,0.2,0,0,0.2,0,,-11.7,-10.2,-11.0,9.3,9.1,8.65,6.5,-156.2116458,-145.8890468,-62.04052447
+24/01/2020,0,0,0,0,0,0.2,0.2,0.4,0,0,,-11.5,-10.7,-11.0,7.85,7.55,6.55,4.3,-156.2116458,-145.8890468,-62.04052447
+25/01/2020,31.6,20.8,24,27.8,27.4,40.8,26.6,25.4,41,10,,-11.8,-10.3,-11.0,9.45,10.1,8.7,10.55,-156.2116458,-145.8890468,-62.04052447
+26/01/2020,2.4,8.4,0.2,0.8,22,7,12.6,0.8,11.8,7.4,,-11.9,-10.4,-11.1,10.1,8.9,9,7.75,-156.2116458,-145.8890468,-62.04052447
+27/01/2020,0,0,0.2,0,0.2,0.4,0.2,0.2,0.4,0.2,,-11.9,-10.5,-11.1,7,7.75,7.1,6.5,-156.2116458,-145.8890468,-62.04052447
+28/01/2020,0.4,1,0.8,0.2,0.2,0.2,0.2,3.2,0,0.2,,-11.9,-10.9,-11.0,10.3,10.55,10.5,9.95,-156.2116458,-145.8890468,-62.04052447
+29/01/2020,0,0.4,0,0.8,0,0,0,0,0,0,,-11.7,-10.6,-11.1,10.5,10.05,9.8,8.9,-156.2116458,-145.8890468,-62.04052447
+30/01/2020,0,0,0,0,0,0,0,0,0.2,0,,-11.8,-10.3,-11.1,10.3,10.15,9.8,8.45,-156.2116458,-145.8890468,-62.04052447
+31/01/2020,0,0,0,0,0.2,0,0,0,0,0,,-11.8,-10.3,-11.1,10.7,11.4,9.9,10.5,-156.2116458,-145.8890468,-62.04052447
+01/02/2020,0,0,0,0,0.2,0,0,0,0.2,0,,-11.9,-10.2,-11.1,11.6,12.1,10.7,12.95,-161.072852,-160.0216395,-68.36374001
+02/02/2020,0.8,0,0.6,0,0.2,0.4,0.2,0.4,0.4,0,,-11.8,-10.7,-11.1,12.5,12.4,11.95,12.9,-161.072852,-160.0216395,-68.36374001
+03/02/2020,0,0,0,0,0,0,0,0,0,0,,-11.9,-10.9,-11.1,12.7,12.7,13.1,11.7,-161.072852,-160.0216395,-68.36374001
+04/02/2020,0.2,0.2,0.2,0.2,0.2,0.2,0,0.2,0.2,0.2,,-12.0,-10.2,-11.1,10.95,11.3,10.45,11.6,-161.072852,-160.0216395,-68.36374001
+05/02/2020,0,1,0,1.2,0,0.4,0,0,0,3.2,,-11.8,-10.8,-11.1,7.8,6.9,7.15,6.4,-161.072852,-160.0216395,-68.36374001
+06/02/2020,0,0,0,0,0,0,0,0,0,0,,-12.0,-11.0,-11.1,7.3,5.65,5.9,4.2,-161.072852,-160.0216395,-68.36374001
+07/02/2020,0,0,0,0,0,0,0,0,0,0,,-11.8,-10.5,-11.1,6.95,6.8,6.3,4.05,-161.072852,-160.0216395,-68.36374001
+08/02/2020,0,0,0,0,0,0,0,0,0,0,,-11.6,-11.1,-11.0,7.6,8,6.8,4.55,-161.072852,-160.0216395,-68.36374001
+09/02/2020,0.2,0,0,0,0,0,0,0,0,0,,-12.3,-10.8,-11.1,7.05,7.05,6.5,4.6,-161.072852,-160.0216395,-68.36374001
+10/02/2020,0,0,0,0,2.2,0,0.2,0.2,0,0.6,,-12.2,-11.1,-11.1,11.55,12.05,11.15,11.95,-161.072852,-160.0216395,-68.36374001
+11/02/2020,0,0,0,0.2,0,0,0,0,0,0,,-12.3,-10.1,-11.1,12.6,12.55,12.35,10.75,-161.072852,-160.0216395,-68.36374001
+12/02/2020,0,0,0,0,0,0,0,0,0,0,,-12.2,-10.6,-11.1,11.2,10,10.9,8.8,-161.072852,-160.0216395,-68.36374001
+13/02/2020,0,0,0,0,0,0.2,0,0,0.2,0,,-11.9,-10.8,-11.1,9.2,9.15,8.25,6.55,-161.072852,-160.0216395,-68.36374001
+14/02/2020,0.8,0.8,0.4,0.6,0.2,0.4,0,2.4,0.2,0.8,,-12.1,-10.2,-11.1,12.9,11.05,11.6,9.25,-161.072852,-160.0216395,-68.36374001
+15/02/2020,0.2,0,0,0.2,0.2,0,0,0.2,0.2,0,,-11.9,-10.5,-11.1,11.3,11.05,10.5,7.3,-161.072852,-160.0216395,-68.36374001
+16/02/2020,0,0,0,0,0,0,0,0,0,0,,-11.9,-10.7,-11.1,10.4,10.4,9.95,6.75,-161.072852,-160.0216395,-68.36374001
+17/02/2020,0,0,0,0,0,0.2,0,0,0,0,,-12.0,-10.4,-11.2,9.6,9.8,8.65,6.65,-161.072852,-160.0216395,-68.36374001
+18/02/2020,0,0,0,0,0,0,0,0,0,0,,-11.8,-11.0,-11.2,12.2,11.5,11.35,9.6,-161.072852,-160.0216395,-68.36374001
+19/02/2020,0.2,0,0,0,0.2,0,0.2,0.2,0.2,0.2,,-11.8,-10.7,-11.2,9.15,8.9,8.15,7.2,-161.072852,-160.0216395,-68.36374001
+20/02/2020,0.2,0.2,1,4.6,3.8,0.4,1.4,0.2,1.8,0.6,,-11.8,-10.9,-11.1,10.4,8.6,9.45,7.2,-161.072852,-160.0216395,-68.36374001
+21/02/2020,0,0,0,0,0,0,0,0,0,0,,-11.8,-10.9,-11.1,8.85,9.05,7.35,5.7,-161.072852,-160.0216395,-68.36374001
+22/02/2020,0,0,0,0.2,0,0,0,0,0,0,,-12.0,-10.6,-11.1,12.2,10.85,10.75,8.25,-161.072852,-160.0216395,-68.36374001
+23/02/2020,0,0,0,0,0.2,0,0,0,0.2,0,,-11.9,-10.6,-11.1,10.55,9.75,9.15,7.3,-161.072852,-160.0216395,-68.36374001
+24/02/2020,0,0,0.2,0,0.2,0,0,0,0,0,,-12.1,-11.0,-11.1,12.15,11.3,11.25,9.5,-161.072852,-160.0216395,-68.36374001
+25/02/2020,0,0,0,0,0,0.2,0.2,0.2,0.2,0.2,,-11.9,-10.8,-11.2,11.65,11.35,11.35,9.65,-161.072852,-160.0216395,-68.36374001
+26/02/2020,0,0,0,0.2,0,0,0,0,0,0,,-11.9,-11.3,-11.2,6.65,6.25,6.9,5.85,-161.072852,-160.0216395,-68.36374001
+27/02/2020,6.6,2.8,5.4,25.2,3.8,2.8,0.8,1.4,2,0.4,,-12.0,-10.6,-11.2,7.5,6.85,7.35,4,-161.072852,-160.0216395,-68.36374001
+28/02/2020,1.8,0.6,2.4,4.4,2,1,0.6,4.6,1.2,0.4,,-12.0,-10.5,-11.2,10.6,9.7,9.6,7.05,-161.072852,-160.0216395,-68.36374001
+29/02/2020,0,0,0,0,0,0,0,0,0,0,,-12.0,-10.8,-11.1,8.45,8.4,8.1,6.2,-161.072852,-160.0216395,-68.36374001
+01/03/2020,0.4,0,0,0.4,1.8,0,0.6,0,1.2,0,,-12.0,-11.0,-11.1,10.5,11.3,9.6,10.65,-139.9265711,-149.7252451,-27.94299186
+02/03/2020,8.8,5.4,6.2,10.6,19.2,6.6,12,8.8,14.8,10.6,,-12.0,-10.9,-11.1,9.75,9.95,9.45,8.55,-139.9265711,-149.7252451,-27.94299186
+03/03/2020,33.4,21.8,22.4,46,43,29.6,28.4,23.8,41,14.4,,-12.4,-10.7,-11.2,7.45,7.5,6.95,7.05,-139.9265711,-149.7252451,-27.94299186
+04/03/2020,2.4,2.4,4,7.4,3.8,6.4,4.2,1.4,5.8,2.6,,-11.8,-11.6,-11.2,8.55,7.3,7.55,6.6,-139.9265711,-149.7252451,-27.94299186
+05/03/2020,0,0,0,0,0.2,0,0.2,0.2,0,0,,-11.9,-11.0,-11.2,6.8,7.45,7.05,5.7,-139.9265711,-149.7252451,-27.94299186
+06/03/2020,9.6,4.6,5.4,12.6,23.2,8,8.8,4.8,11.6,13.8,,-11.9,-11.0,-11.2,9.45,8.8,8.55,10.1,-139.9265711,-149.7252451,-27.94299186
+07/03/2020,1.8,1.8,1.8,2.4,3.8,0.8,4.8,2,4.4,2.4,,-11.9,-11.2,-11.2,8.25,7.15,7.5,7.1,-139.9265711,-149.7252451,-27.94299186
+08/03/2020,0,0.2,0,0,2.8,0,1.2,0,0.2,0,,-11.9,-11.1,-11.2,9.6,8.15,8.45,6.75,-139.9265711,-149.7252451,-27.94299186
+09/03/2020,0,0,0,0,0,0,0,0,0,0,,-11.9,-11.0,-11.2,6.85,7.45,6.15,5.3,-139.9265711,-149.7252451,-27.94299186
+10/03/2020,0,0,0,0,0,0,0,0,0,0.2,,-11.9,-11.4,-11.2,10.8,9.5,9.75,7.75,-139.9265711,-149.7252451,-27.94299186
+11/03/2020,0,0,0,0,0,0,0,0,0,0,,-12.0,-11.2,-11.2,12.45,11.6,12.05,9.35,-139.9265711,-149.7252451,-27.94299186
+12/03/2020,0,0,0,0,0,0,0,0,0,0,,-12.1,-11.0,-11.2,10.95,11.05,10.75,9.75,-139.9265711,-149.7252451,-27.94299186
+13/03/2020,0,0,0,0,0.4,0,0,0.2,0,0,,-12.2,-11.3,-11.3,12.55,12.55,12.2,10.85,-139.9265711,-149.7252451,-27.94299186
+14/03/2020,0,0,0,0.2,0.2,0,0,0,0.2,0,,-12.3,-11.6,-11.3,12.3,11.1,12.2,11.45,-139.9265711,-149.7252451,-27.94299186
+15/03/2020,0.2,0,0.2,0.8,0,0.2,0,0.2,0,0,,-12.4,-10.9,-11.3,10.45,9.15,9.6,7.9,-139.9265711,-149.7252451,-27.94299186
+16/03/2020,0,0,0,0,0,0,0,0,0,0,,-12.3,-10.9,-11.2,10.95,10.75,10.1,8.15,-139.9265711,-149.7252451,-27.94299186
+17/03/2020,0,0,0,0,0,0,0,0,0.2,0,,-12.1,-11.0,-11.2,13.3,12.35,11.45,9.25,-139.9265711,-149.7252451,-27.94299186
+18/03/2020,0,0,0,0,0.2,0,0,0.2,0,0,,-12.0,-11.3,-11.2,13.5,13.25,12.6,10.15,-139.9265711,-149.7252451,-27.94299186
+19/03/2020,0,0,0,0,0,0,0,0,0,0,,-12.4,-10.6,-11.2,15.6,14.1,14.6,11.05,-139.9265711,-149.7252451,-27.94299186
+20/03/2020,0,0,0,0,0,0,0,0,0,0,,-12.2,-10.8,-11.2,13.7,12.05,12.5,10.4,-139.9265711,-149.7252451,-27.94299186
+21/03/2020,0,0,0,0,0,0,0,0,0,0,,-12.1,-11.7,-11.3,13.5,12.55,12.55,10.65,-139.9265711,-149.7252451,-27.94299186
+22/03/2020,0,0,0,0,0,0.2,0,0,0,0,,-12.1,-11.8,-11.3,12,11.15,11.65,10.55,-139.9265711,-149.7252451,-27.94299186
+23/03/2020,0,0,0,0,0,0,0,0,0,0,,-12.4,-10.9,-11.2,4.1,3.35,4.05,3.4,-139.9265711,-149.7252451,-27.94299186
+24/03/2020,0,0,0,0,0,0,0,0,0,0,,-12.2,-11.5,-11.2,3.55,3,3.15,2,-139.9265711,-149.7252451,-27.94299186
+25/03/2020,0,0,0,0,0,0,0,0,0,0,,-12.2,-11.5,-11.3,2.4,1.75,1.7,2.9,-139.9265711,-149.7252451,-27.94299186
+26/03/2020,0.2,1.4,0.4,2.4,1.8,2.6,2.8,0.4,0.6,0.6,,-12.3,-11.7,-11.3,4.4,2.8,2.95,5.3,-139.9265711,-149.7252451,-27.94299186
+27/03/2020,4.8,0,1,4.6,4.4,0,0,0.2,6.8,0,,-12.4,-11.7,-11.3,7.95,7.5,6.8,9.5,-139.9265711,-149.7252451,-27.94299186
+28/03/2020,0,0,0,0,0.2,0,0.2,0,0,0,,-12.6,-10.7,-11.3,12.2,10.8,11.15,11.15,-139.9265711,-149.7252451,-27.94299186
+29/03/2020,0,0,0,0,0,0,0.2,0,0,0,,-12.1,-11.3,-11.3,13.2,11.8,11.35,10.05,-139.9265711,-149.7252451,-27.94299186
+30/03/2020,0,0,0,0.6,0,0,0,4.4,0,0,,-12.2,-11.1,-11.2,12.75,10.7,11.05,10,-139.9265711,-149.7252451,-27.94299186
+31/03/2020,2.4,1.6,1,0.2,6.4,4.8,6,6.8,6,0.2,,-12.2,-11.5,-11.3,6.15,3.5,5,4.7,-139.9265711,-149.7252451,-27.94299186
+01/04/2020,1.6,0.6,0.6,2.2,2.6,1,0.8,1,4.4,1,,-12.5,-11.5,-11.3,6.35,4.9,5,4.55,-194.3285501,-55.63759149,-51.54468299
+02/04/2020,0,0,0,0,0,0,0,0,0,0,,-12.3,-11.9,-11.3,7.1,6.4,6.95,4.95,-194.3285501,-55.63759149,-51.54468299
+03/04/2020,0,0,0,0,0,0,0,0,0,0,,-12.2,-11.5,-11.3,11,9.2,8.75,7.55,-194.3285501,-55.63759149,-51.54468299
+04/04/2020,0,0,0,0,0,0,0,0,0,0,,-12.0,-11.3,-11.3,12,11.25,11.9,8.35,-194.3285501,-55.63759149,-51.54468299
+05/04/2020,0,0,0,0,0,0,0,0,0,0,,-12.1,-11.1,-11.2,13.4,12,12.55,9.75,-194.3285501,-55.63759149,-51.54468299
+06/04/2020,0,0,0,0,0,0,0,0,0,0,,-12.1,-11.0,-11.1,16.05,14.25,14.9,11.5,-194.3285501,-55.63759149,-51.54468299
+07/04/2020,0,0,0,0,0,0,0,0,0,0,,-11.8,,-11.3,16.7,14.8,15.45,11.35,-194.3285501,-55.63759149,-51.54468299
+08/04/2020,0,0,0,0,0,0,0,0,0,0,,-11.9,,-11.3,16.5,14.65,16.1,11.2,-194.3285501,-55.63759149,-51.54468299
+09/04/2020,0,0,0,0,0,0,0,0,0,0,,-12.0,,-11.3,15.45,14.85,13.95,10.1,-194.3285501,-55.63759149,-51.54468299
+10/04/2020,0,0,0,0,0,0,0,0,0,0,,-12.0,,-11.3,17.4,16.05,15.6,12.05,-194.3285501,-55.63759149,-51.54468299
+11/04/2020,0,0,0,0,0,0,0,0,0,0,,-12.0,,-11.3,18.05,16.3,16.7,12.4,-194.3285501,-55.63759149,-51.54468299
+12/04/2020,0,0,0,0,0,0,0,0,0,0,,-12.0,,-11.3,17.15,15.4,16.35,12.2,-194.3285501,-55.63759149,-51.54468299
+13/04/2020,0,0,0,0,0,0,0,0,0,0,,-12.1,,-11.3,14.5,14.55,14,11.85,-194.3285501,-55.63759149,-51.54468299
+14/04/2020,0.8,0.4,1.2,0,0.2,0,0.2,2.6,0.2,0,,-12.2,,-11.3,14.75,13.9,13.55,14.2,-194.3285501,-55.63759149,-51.54468299
+15/04/2020,0.4,0.2,0,0,0.2,1.4,0.2,0.2,1.4,0,,-12.2,,-11.3,11.35,10.35,11,10.05,-194.3285501,-55.63759149,-51.54468299
+16/04/2020,0,0,0,0,0,0,0,0,0,0,,-12.2,-10.7,-11.1,14.4,12.65,12.4,9.75,-194.3285501,-55.63759149,-51.54468299
+17/04/2020,0,0,0,0,0,0,0,0,0,0,,-12.4,-10.3,-11.2,15.3,14.1,14.75,11.75,-194.3285501,-55.63759149,-51.54468299
+18/04/2020,0,0,0,0,0.2,0.2,0,0,0.2,0,,-12.0,,-11.3,14.7,14.35,13.7,13.1,-194.3285501,-55.63759149,-51.54468299
+19/04/2020,0,0,0.2,0.2,0.2,0,0,0,0.2,0,,-11.8,,-11.2,15.85,15.7,15.4,14.65,-194.3285501,-55.63759149,-51.54468299
+20/04/2020,13.4,11.8,11.6,10.4,12,14.8,12,13.8,14,17,,-11.9,,-11.2,13.5,12.7,12.4,14.55,-194.3285501,-55.63759149,-51.54468299
+21/04/2020,14.6,8.4,10,12,16.8,14.4,12.4,8.8,13.2,10.6,,-12.4,,-11.3,11.75,10.2,10.65,12.35,-194.3285501,-55.63759149,-51.54468299
+22/04/2020,2.6,1.2,2.6,3.6,4.6,2,1.6,1.2,2.8,1.8,,-12.5,,-11.4,12.85,10.65,10.9,10.6,-194.3285501,-55.63759149,-51.54468299
+23/04/2020,1.8,0.2,1.4,3,8.2,2,3.6,1,6.2,1.6,,-12.2,,-11.3,15.9,14.05,14.4,11.75,-194.3285501,-55.63759149,-51.54468299
+24/04/2020,0,0,0,0,0,0,0,0,0,0,,-12.1,,-11.3,16.3,13.85,13.55,11.8,-194.3285501,-55.63759149,-51.54468299
+25/04/2020,0,0,0,0,0,0,0,0,0,0,,-12.1,,-11.3,15.6,14.1,13.8,12,-194.3285501,-55.63759149,-51.54468299
+26/04/2020,0,0,0,0,0,0,0,0,0.2,0,,-12.1,,-11.3,15.8,13.55,14.35,12.4,-194.3285501,-55.63759149,-51.54468299
+27/04/2020,0,0,0,0,0.2,0,0,0,0.2,0,,-12.1,-10.9,-11.3,15.85,14.4,14.75,14.8,-194.3285501,-55.63759149,-51.54468299
+28/04/2020,0,1.6,0.6,0.2,4.8,0.6,2,0,1.8,3.4,,-12.4,-11.3,-11.3,13.95,13.2,13.2,13.15,-194.3285501,-55.63759149,-51.54468299
+29/04/2020,11.4,13.8,6,11,23.8,15.8,19,5.4,21.6,20.8,,-12.5,-11.4,-11.3,15.65,14.05,14.9,14.55,-194.3285501,-55.63759149,-51.54468299
+30/04/2020,0,0,0,0,0,0.2,0.2,0.4,0,3.8,,-12.6,-11.2,-11.3,15.55,15.15,13.9,13.8,-194.3285501,-55.63759149,-51.54468299
+01/05/2020,0,0,0,0,0,0,0,0,0,0,,-12.6,-11.2,-11.3,16.4,15.4,15.15,15.25,-119.9014703,-135.1194244,-36.96613999
+02/05/2020,0,0,0,0.2,0,0,0,0.2,0,0,,-12.5,-11.1,-11.3,18.35,15.65,16.75,15.6,-119.9014703,-135.1194244,-36.96613999
+03/05/2020,0,0,0,0,0,0,0,0,0,0,,-12.2,-11.4,-11.3,19.3,17.95,17.55,15.45,-119.9014703,-135.1194244,-36.96613999
+04/05/2020,0,0,0,0,0,0,0,0,0,0,,-12.2,-10.8,-11.2,18.95,17.65,17.15,13.75,-119.9014703,-135.1194244,-36.96613999
+05/05/2020,0,0,0,0,0,0,0,0,0.2,0,,-12.3,-10.6,-11.2,16.2,15.8,15.1,14.25,-119.9014703,-135.1194244,-36.96613999
+06/05/2020,0,0,0,0,0,0,0,0,0,0,,-12.4,-10.4,-11.2,18.45,17.45,17.45,16.5,-119.9014703,-135.1194244,-36.96613999
+07/05/2020,0,0,0,0,0,0,0,0,0,0,,-12.3,-10.8,-11.3,17.6,16.1,16,13.5,-119.9014703,-135.1194244,-36.96613999
+08/05/2020,0,0,0,0,0,0,0,0,0,0,,-12.3,-11.3,-11.3,18.7,17.6,16.65,14.3,-119.9014703,-135.1194244,-36.96613999
+09/05/2020,0,0,0,0,0,0,0,0,0,0,,-12.1,-11.3,-11.3,17.4,16.8,16.5,14.5,-119.9014703,-135.1194244,-36.96613999
+10/05/2020,0,0,0,0,0,0,0,0,0,0,,-12.2,-10.8,-11.3,17.8,17.35,17.35,16.55,-119.9014703,-135.1194244,-36.96613999
+11/05/2020,1,0.6,1,1,2.6,0.4,1.2,1,0.6,1.4,,-12.4,-10.3,-11.2,16.65,16,15.45,16.2,-119.9014703,-135.1194244,-36.96613999
+12/05/2020,2.2,1,1.6,1.2,1,1.6,1.2,1.6,3.8,0.8,,-12.2,-10.5,-11.3,18.35,17.8,16.9,16.2,-119.9014703,-135.1194244,-36.96613999
+13/05/2020,0,0.2,0,0,0,0,0.2,0,0,2,,-12.4,-11.0,-11.3,17.7,16.65,16.3,15.8,-119.9014703,-135.1194244,-36.96613999
+14/05/2020,0,0,0,0,0,0,0,0,0,0,,-12.3,-11.3,-11.3,21.35,20.55,20.5,19.25,-119.9014703,-135.1194244,-36.96613999
+15/05/2020,0,0,0,0,0.4,0,0,0.2,0,0,,-12.1,-11.1,-11.3,17.95,17.85,17.15,16.8,-119.9014703,-135.1194244,-36.96613999
+16/05/2020,0.2,0,0.4,0,0,0,0,0.8,0,0,,-12.4,-10.3,-11.2,16.55,15.1,14.55,14.35,-119.9014703,-135.1194244,-36.96613999
+17/05/2020,0,0.4,0,0,0.6,0.2,0.6,0,0.6,0.8,,-12.1,-11.0,-11.2,21.95,19.15,20.65,18.75,-119.9014703,-135.1194244,-36.96613999
+18/05/2020,0,0,0,0,0,0,0,0,0,0,,-12.1,-10.7,-11.2,19.3,17.4,17.8,16.85,-119.9014703,-135.1194244,-36.96613999
+19/05/2020,1.6,3,1.8,3.4,1.2,1.4,2,1,1,2,,-12.4,-11.3,-11.2,19.15,18,18.3,17.8,-119.9014703,-135.1194244,-36.96613999
+20/05/2020,13.6,27.4,22.4,11.6,13.8,6,9.2,29,14.4,14.4,,-12.4,-11.2,-11.3,16.7,15.8,16.2,14.85,-119.9014703,-135.1194244,-36.96613999
+21/05/2020,0,0,0,0,0.4,0,0,0,0.2,0,,-12.5,-11.4,-11.3,19.4,17.65,18.35,16.15,-119.9014703,-135.1194244,-36.96613999
+22/05/2020,0,0,0,0,0,0,0,0,0,0,,-12.4,-10.7,-11.2,21.55,19.9,19.95,16.75,-119.9014703,-135.1194244,-36.96613999
+23/05/2020,0,0,0,0,0,0,0,0,0,0,,-12.1,-11.1,-11.2,21.6,19.95,20,18,-119.9014703,-135.1194244,-36.96613999
+24/05/2020,0,0,0,0,0,0,0,0,0,0,,-12.1,-10.9,-11.1,20.8,20.25,20.05,18.2,-119.9014703,-135.1194244,-36.96613999
+25/05/2020,0,0,0,0,0,0,0,0,0,0,,-12.1,-11.2,-11.1,21.65,20.2,19.8,16.55,-119.9014703,-135.1194244,-36.96613999
+26/05/2020,0,0,0,0,0,0,0,0,0,0,,-12.1,-11.1,-11.2,18.8,18.95,18.9,15.5,-119.9014703,-135.1194244,-36.96613999
+27/05/2020,0,0,0,0,0,0,0,0,0,0,,-12.3,-10.6,-11.2,17.85,17.8,17.25,14.05,-119.9014703,-135.1194244,-36.96613999
+28/05/2020,0,0,0,0,0,0,0,0,0,0,,-12.1,-11.1,-11.2,19.45,18,17.5,14,-119.9014703,-135.1194244,-36.96613999
+29/05/2020,3.2,2.6,3.8,2.6,2.4,3,3.8,4,3.4,2,,-11.8,-11.1,-11.2,13.65,12.9,12.7,11.65,-119.9014703,-135.1194244,-36.96613999
+30/05/2020,0,0,0.2,0,0.2,0,0.2,0.2,0,0,,-11.8,-11.1,-11.2,15.85,14.7,15.35,13.95,-119.9014703,-135.1194244,-36.96613999
+31/05/2020,0.6,4.4,0.2,0.2,0,0.6,1.2,0,0.4,1.4,,-12.0,-11.2,-11.2,17.55,16.3,16.15,13.2,-119.9014703,-135.1194244,-36.96613999
+01/06/2020,0,0,0,0,0,0,0,0,0,0,,-12.0,-11.4,-11.2,18.05,18.05,17.35,14.6,-125.5065057,-147.0127159,-49.13666341
+02/06/2020,0,0,0,0,0,0,0,0,0,0,,-12.3,-11.1,-11.2,20.45,19.2,19.75,15.55,-125.5065057,-147.0127159,-49.13666341
+03/06/2020,0,0,0,0,0,0,0,0,0,0,,-12.3,-10.9,-11.2,19.5,19,18.65,16.35,-125.5065057,-147.0127159,-49.13666341
+04/06/2020,0.6,0.2,0.2,0,0,0.6,0.6,0.2,0.2,0.4,,-12.1,-11.3,-11.2,17.85,17.8,17.7,15.85,-125.5065057,-147.0127159,-49.13666341
+05/06/2020,25.2,14.6,23.8,18.4,44,18.8,34,14.4,17.6,31.2,,-12.0,-11.1,-11.2,18.05,18.05,17.9,15.95,-125.5065057,-147.0127159,-49.13666341
+06/06/2020,0,24.4,0.4,2.2,15.8,1,19.4,0,4.4,25,,-12.3,-10.8,-11.2,19,18.4,17.9,16.75,-125.5065057,-147.0127159,-49.13666341
+07/06/2020,0,0,0,0,0,0,0.2,0.2,0,0,,-12.3,-10.8,-11.2,18,18.25,17.25,16.15,-125.5065057,-147.0127159,-49.13666341
+08/06/2020,4.2,1.6,7.8,2.6,1,2.2,2.8,4.4,2.8,2.6,,-12.4,-10.9,-11.2,19.05,17.9,18.25,18.05,-125.5065057,-147.0127159,-49.13666341
+09/06/2020,12.8,2.4,0.2,0.2,4.4,2,2,0.4,1.2,0.6,,-12.4,-11.3,-11.2,17.4,17.9,17.5,15.9,-125.5065057,-147.0127159,-49.13666341
+10/06/2020,7.2,0.4,2.2,5.4,1.4,0.2,0.6,7,2.2,0,,-12.2,-11.1,-11.2,17.4,15.3,15.25,15.3,-125.5065057,-147.0127159,-49.13666341
+11/06/2020,43,10.8,40.8,35.6,20,35.2,19,17.4,25.4,13,,-12.1,-11.3,-11.2,15.8,15.95,15.15,15.4,-125.5065057,-147.0127159,-49.13666341
+12/06/2020,0.2,0,0.2,0.8,1.8,0,0.4,0.2,0.8,0.4,,-12.2,-11.1,-11.2,18.45,17.95,17.25,16.35,-125.5065057,-147.0127159,-49.13666341
+13/06/2020,0,0,0,0,0,0,0,0,0,0,,-12.1,-11.6,-11.2,18.95,17.9,18.35,16.95,-125.5065057,-147.0127159,-49.13666341
+14/06/2020,12.6,15.4,12.6,11,16.6,14.2,13.8,26.4,12.4,12.2,,-12.2,-11.4,-11.2,16.95,16.85,16.6,15.85,-125.5065057,-147.0127159,-49.13666341
+15/06/2020,7,7,6.8,5.6,1.6,6.4,4.2,6,5.6,3.2,,-12.3,-11.3,-11.2,19.25,18.6,18.55,16.95,-125.5065057,-147.0127159,-49.13666341
+16/06/2020,0,0,0,0,0,0,0,0,0,0,,-12.3,-11.4,-11.2,20.55,19.65,19.95,18.7,-125.5065057,-147.0127159,-49.13666341
+17/06/2020,3.8,1.2,0,0,0,0.2,0,1.4,0.2,0,,-12.2,-11.1,-11.2,19.15,18.4,18.3,16.75,-125.5065057,-147.0127159,-49.13666341
+18/06/2020,3.6,1,2.2,0,0,1.4,2,0.2,0.2,0,,-12.2,-10.9,-11.1,19.35,18.7,19.05,16.85,-125.5065057,-147.0127159,-49.13666341
+19/06/2020,0,0,0,0,0,0,0,0,0,0,,-12.1,-10.9,-11.1,20.25,19.4,18.85,17.75,-125.5065057,-147.0127159,-49.13666341
+20/06/2020,0,0,0,0,0,0,0,0,0,0,,-12.1,-11.1,-11.1,20.75,19.9,19.55,17.05,-125.5065057,-147.0127159,-49.13666341
+21/06/2020,0,0,0,0,0,0,0,0,0,0,,-12.1,-10.9,-11.1,21.4,19.75,19.9,17.95,-125.5065057,-147.0127159,-49.13666341
+22/06/2020,19.2,0,9.4,9,22.2,20.6,3.4,5,6.6,0,,-12.1,-10.8,-11.1,23.95,21.95,21.75,20.95,-125.5065057,-147.0127159,-49.13666341
+23/06/2020,0,0,0,0,0,0,0,0,0,0,,-12.1,-10.7,-11.1,25.3,23.35,23.25,19.65,-125.5065057,-147.0127159,-49.13666341
+24/06/2020,0,0,0,0,0,0,0,0,0,0,,-12.1,-11.0,-11.1,25.45,23.6,23.85,19.95,-125.5065057,-147.0127159,-49.13666341
+25/06/2020,0,0,0,0,0,0,0,0,0,0,,-11.8,-10.6,-11.1,24.7,23.2,22.75,19.85,-125.5065057,-147.0127159,-49.13666341
+26/06/2020,0,0,0,0,0,0,0,0,0,0,,-12.0,-10.7,-11.1,24.45,22.65,22.5,19.55,-125.5065057,-147.0127159,-49.13666341
+27/06/2020,0,0,0,0,0,0,0,0,0,0,,-12.1,-10.8,-11.1,24.8,22.95,22.6,20.15,-125.5065057,-147.0127159,-49.13666341
+28/06/2020,0,0,0,0,0,0,0,0,0,0,,-12.1,-10.7,-11.1,25.9,23.4,23.8,21.05,-125.5065057,-147.0127159,-49.13666341
+29/06/2020,0,0,0,0,0,0,0,0,0,0,,-12.2,-10.8,-11.1,24.85,23.3,23.55,20.3,-125.5065057,-147.0127159,-49.13666341
+30/06/2020,0,0,0,0,0,0,0,0,0,0,,-12.1,-10.8,-11.1,25.75,23.7,24.2,21.65,-125.5065057,-147.0127159,-49.13666341
diff --git a/Ricardo/Time-Series/Data/Aquifer_Petrignano.csv b/Ricardo/Time-Series/Data/Aquifer_Petrignano.csv
new file mode 100644
index 0000000000..7b577a599c
--- /dev/null
+++ b/Ricardo/Time-Series/Data/Aquifer_Petrignano.csv
@@ -0,0 +1,5224 @@
+Date,Rainfall_Bastia_Umbra,Depth_to_Groundwater_P24,Depth_to_Groundwater_P25,Temperature_Bastia_Umbra,Temperature_Petrignano,Volume_C10_Petrignano,Hydrometry_Fiume_Chiascio_Petrignano
+14/03/2006,,-22.48,-22.18,,,,
+15/03/2006,,-22.38,-22.14,,,,
+16/03/2006,,-22.25,-22.04,,,,
+17/03/2006,,-22.38,-22.04,,,,
+18/03/2006,,-22.6,-22.04,,,,
+19/03/2006,,-22.35,-21.95,,,,
+20/03/2006,,-22.5,-21.99,,,,
+21/03/2006,,-22.31,-21.89,,,,
+22/03/2006,,-22.31,-21.82,,,,
+23/03/2006,,-22.4,-21.89,,,,
+24/03/2006,,-22.32,-21.89,,,,
+25/03/2006,,-22.25,-21.82,,,,
+26/03/2006,,-22.15,-21.79,,,,
+27/03/2006,,-22.47,-21.83,,,,
+28/03/2006,,-22.27,-21.75,,,,
+29/03/2006,,-22.52,-21.81,,,,
+30/03/2006,,-22.5,-21.84,,,,
+31/03/2006,,-22.7,-21.87,,,,
+01/04/2006,,-22.77,-21.9,,,,
+02/04/2006,,-22.49,-21.83,,,,
+03/04/2006,,-22.77,-21.88,,,,
+04/04/2006,,-22.65,-21.89,,,,
+05/04/2006,,-22.49,-21.79,,,,
+06/04/2006,,-22.43,-21.73,,,,
+07/04/2006,,-22.43,-21.73,,,,
+08/04/2006,,-22.52,-21.74,,,,
+09/04/2006,,-22.31,-21.75,,,,
+10/04/2006,,-21.96,-21.58,,,,
+11/04/2006,,-21.87,-21.46,,,,
+12/04/2006,,-21.88,-21.44,,,,
+13/04/2006,,-21.92,-21.45,,,,
+14/04/2006,,-22.07,-21.52,,,,
+15/04/2006,,-22.12,-21.52,,,,
+16/04/2006,,-21.5,-21.32,,,,
+17/04/2006,,-21.79,-21.37,,,,
+18/04/2006,,-22.12,-21.44,,,,
+19/04/2006,,-22.4,-21.57,,,,
+20/04/2006,,-22.46,-21.69,,,,
+21/04/2006,,-22.45,-21.71,,,,
+22/04/2006,,-22.43,-21.69,,,,
+23/04/2006,,-22.09,-21.61,,,,
+24/04/2006,,-22.35,-21.67,,,,
+25/04/2006,,-21.89,-21.55,,,,
+26/04/2006,,-22.13,-21.58,,,,
+27/04/2006,,-22.22,-21.59,,,,
+28/04/2006,,-22.18,-21.56,,,,
+29/04/2006,,-22.22,-21.56,,,,
+30/04/2006,,-22.06,-21.51,,,,
+01/05/2006,,-22.07,-21.5,,,,
+02/05/2006,,-22.26,-21.61,,,,
+03/05/2006,,-22.35,-21.63,,,,
+04/05/2006,,-22.39,-21.68,,,,
+05/05/2006,,-22.4,-21.7,,,,
+06/05/2006,,-22.4,-21.7,,,,
+07/05/2006,,-22.26,-21.67,,,,
+08/05/2006,,-22.26,-21.64,,,,
+09/05/2006,,-22.06,-21.53,,,,
+10/05/2006,,-22.09,-21.52,,,,
+11/05/2006,,-22.12,-21.57,,,,
+12/05/2006,,-22.25,-21.6,,,,
+13/05/2006,,-22.3,-21.65,,,,
+14/05/2006,,-22.1,-21.58,,,,
+15/05/2006,,-21.95,-21.53,,,,
+16/05/2006,,-22.16,-21.57,,,,
+17/05/2006,,-22.26,-21.61,,,,
+18/05/2006,,-22.23,-21.66,,,,
+19/05/2006,,-22.15,-21.59,,,,
+20/05/2006,,-22.12,-21.56,,,,
+21/05/2006,,-22.07,-21.55,,,,
+22/05/2006,,-22.13,-21.55,,,,
+23/05/2006,,-22.19,-21.63,,,,
+24/05/2006,,-22.14,-21.61,,,,
+25/05/2006,,-22.15,-21.61,,,,
+26/05/2006,,-22.25,-21.64,,,,
+27/05/2006,,-22.26,-21.7,,,,
+28/05/2006,,-22.19,-21.65,,,,
+29/05/2006,,-22.17,-21.59,,,,
+30/05/2006,,-22.19,-21.61,,,,
+31/05/2006,,-22.2,-21.61,,,,
+01/06/2006,,-22.18,-21.65,,,,
+02/06/2006,,-22,-21.53,,,,
+03/06/2006,,-21.94,-21.48,,,,
+04/06/2006,,-21.88,-21.48,,,,
+05/06/2006,,-22.12,-21.54,,,,
+06/06/2006,,-22.05,-21.56,,,,
+07/06/2006,,-22.22,-21.61,,,,
+08/06/2006,,-22.32,-21.7,,,,
+09/06/2006,,,-21.77,,,,
+10/06/2006,,-22.53,-21.83,,,,
+11/06/2006,,-22.38,-21.87,,,,
+12/06/2006,,-22.53,-21.84,,,,
+13/06/2006,,-22.59,-21.93,,,,
+14/06/2006,,-22.64,-21.99,,,,
+15/06/2006,,-22.72,-22.06,,,,
+16/06/2006,,-22.78,-22.14,,,,
+17/06/2006,,-22.82,-22.14,,,,
+18/06/2006,,-22.62,-22.1,,,,
+19/06/2006,,-22.71,-22.1,,,,
+20/06/2006,,-22.84,-22.17,,,,
+21/06/2006,,-22.98,-22.26,,,,
+22/06/2006,,-23.08,-22.33,,,,
+23/06/2006,,-23.18,-22.41,,,,
+24/06/2006,,-23.34,-22.54,,,,
+25/06/2006,,-23.33,-22.59,,,,
+26/06/2006,,-23.33,-22.61,,,,
+27/06/2006,,-23.43,-22.67,,,,
+28/06/2006,,-23.56,-22.76,,,,
+29/06/2006,,-23.59,-22.8,,,,
+30/06/2006,,-23.61,-22.85,,,,
+01/07/2006,,-23.65,-22.88,,,,
+02/07/2006,,-23.63,-22.9,,,,
+03/07/2006,,-23.62,-22.85,,,,
+04/07/2006,,-23.68,-22.92,,,,
+05/07/2006,,-23.8,-23.02,,,,
+06/07/2006,,-23.87,-23.09,,,,
+07/07/2006,,-23.6,-22.99,,,,
+08/07/2006,,-23.52,-22.9,,,,
+09/07/2006,,-23.51,-22.9,,,,
+10/07/2006,,-23.54,-22.88,,,,
+11/07/2006,,-23.85,-23.08,,,,
+12/07/2006,,-23.88,-23.13,,,,
+13/07/2006,,-24.01,-23.22,,,,
+14/07/2006,,-24.12,-23.34,,,,
+15/07/2006,,-24.17,-23.43,,,,
+16/07/2006,,-24.09,-23.42,,,,
+17/07/2006,,-24.19,-23.45,,,,
+18/07/2006,,-24.28,-23.52,,,,
+19/07/2006,,-24.31,-23.57,,,,
+20/07/2006,,-24.45,-23.66,,,,
+21/07/2006,,-24.4,-23.7,,,,
+22/07/2006,,-24.46,-23.73,,,,
+23/07/2006,,-24.16,-23.63,,,,
+24/07/2006,,-24.02,-23.48,,,,
+25/07/2006,,-24.09,-23.46,,,,
+26/07/2006,,-24.14,-23.53,,,,
+27/07/2006,,-24.25,-23.59,,,,
+28/07/2006,,-24.41,-23.68,,,,
+29/07/2006,,-24.47,-23.76,,,,
+30/07/2006,,-24.13,-23.66,,,,
+31/07/2006,,-24.39,-23.69,,,,
+01/08/2006,,-24.54,-23.83,,,,
+02/08/2006,,-24.41,-23.78,,,,
+03/08/2006,,-24.32,-23.73,,,,
+04/08/2006,,-24.09,-23.57,,,,
+05/08/2006,,-24.02,-23.57,,,,
+06/08/2006,,-23.72,-23.42,,,,
+07/08/2006,,-24.1,-23.42,,,,
+08/08/2006,,-24.15,-23.53,,,,
+09/08/2006,,-24.17,-23.58,,,,
+10/08/2006,,-24.25,-23.64,,,,
+11/08/2006,,-24.27,-23.68,,,,
+12/08/2006,,-24.16,-23.61,,,,
+13/08/2006,,-24.1,-23.58,,,,
+14/08/2006,,-24.16,-23.6,,,,
+15/08/2006,,-23.78,-23.48,,,,
+16/08/2006,,-24.1,-23.53,,,,
+17/08/2006,,-24.14,-23.6,,,,
+18/08/2006,,-24.13,-23.63,,,,
+19/08/2006,,-24.21,-23.65,,,,
+20/08/2006,,-24.24,-23.69,,,,
+21/08/2006,,-24.27,-23.7,,,,
+22/08/2006,,-24.27,-23.7,,,,
+23/08/2006,,-24.37,-23.79,,,,
+24/08/2006,,-24.39,-23.81,,,,
+25/08/2006,,-24.31,-23.78,,,,
+26/08/2006,,-24.26,-23.74,,,,
+27/08/2006,,-24.15,-23.66,,,,
+28/08/2006,,-24.23,-23.68,,,,
+29/08/2006,,-24.29,-23.69,,,,
+30/08/2006,,-24.38,-23.77,,,,
+31/08/2006,,-24.48,-23.9,,,,
+01/09/2006,,-24.54,-23.96,,,,
+02/09/2006,,-24.49,-23.93,,,,
+03/09/2006,,-24.45,-23.95,,,,
+04/09/2006,,-24.53,-23.99,,,,
+05/09/2006,,-24.6,-24.04,,,,
+06/09/2006,,-24.6,-24.04,,,,
+07/09/2006,,-24.65,-24.07,,,,
+08/09/2006,,-24.74,-24.14,,,,
+09/09/2006,,-24.86,-24.25,,,,
+10/09/2006,,-24.83,-24.25,,,,
+11/09/2006,,-24.86,-24.27,,,,
+12/09/2006,,-24.91,-24.33,,,,
+13/09/2006,,-24.82,-24.28,,,,
+14/09/2006,,-24.87,-24.25,,,,
+15/09/2006,,-24.67,-24.11,,,,
+16/09/2006,,-24.65,-24.08,,,,
+17/09/2006,,-24.5,-24.03,,,,
+18/09/2006,,-24.63,-24.05,,,,
+19/09/2006,,-24.66,-24.08,,,,
+20/09/2006,,-24.72,-24.14,,,,
+21/09/2006,,-24.77,-24.19,,,,
+22/09/2006,,-24.75,-24.19,,,,
+23/09/2006,,-24.79,-24.21,,,,
+24/09/2006,,-24.75,-24.21,,,,
+25/09/2006,,-24.73,-24.15,,,,
+26/09/2006,,-24.69,-24.06,,,,
+27/09/2006,,-24.73,-24.12,,,-29281.824,
+28/09/2006,,-24.77,-24.18,,,-29245.536,
+29/09/2006,,-24.8,-24.22,,,-29355.264,
+30/09/2006,,-24.85,-24.28,,,-30174.336,
+01/10/2006,,-24.82,-24.27,,,-28530.144,
+02/10/2006,,-24.87,-24.27,,,-31053.888,
+03/10/2006,,-24.97,-24.33,,,-35088.768,
+04/10/2006,,-25.01,-24.35,,,-34622.208,
+05/10/2006,,-25.09,-24.44,,,-35411.904,
+06/10/2006,,-25.14,-24.52,,,-36362.304,
+07/10/2006,,-25.15,-24.52,,,-35930.304,
+08/10/2006,,-25.17,-24.55,,,-34896.096,
+09/10/2006,,-25.18,-24.56,,,-35043.84,
+10/10/2006,,-25.21,-24.6,,,-36046.08,
+11/10/2006,,-25.25,-24.63,,,-37294.56,
+12/10/2006,,-25.36,-24.69,,,-36014.112,
+13/10/2006,,-25.43,-24.75,,,-36685.44,
+14/10/2006,,-25.4,-24.73,,,-34574.688,
+15/10/2006,,,-24.66,,,-32152.032,
+16/10/2006,,-25.3,-24.63,,,-32260.032,
+17/10/2006,,-25.34,-24.7,,,-32841.504,
+18/10/2006,,-25.37,-24.69,,,-34092.576,
+19/10/2006,,-25.39,-24.7,,,-34353.504,
+20/10/2006,,-25.35,-24.66,,,-33708.096,
+21/10/2006,,-25.4,-24.71,,,-33847.2,
+22/10/2006,,-25.33,-24.69,,,-31497.12,
+23/10/2006,,-25.36,-24.7,,,-32506.272,
+24/10/2006,,-25.41,-24.72,,,-34184.16,
+25/10/2006,,-25.56,-24.87,,,-35990.784,
+26/10/2006,,-25.93,-24.97,,,-36101.376,
+27/10/2006,,-25.84,-25.07,,,-33561.216,
+28/10/2006,,-25.74,-25,,,-32044.896,
+29/10/2006,,-25.53,-24.86,,,-28252.8,
+30/10/2006,,-25.68,-24.89,,,-32485.536,
+31/10/2006,,-25.58,-24.93,,,-32325.696,
+01/11/2006,,-25.34,-24.75,,,-26437.536,
+02/11/2006,,-25.36,-24.72,,,-28599.264,
+03/11/2006,,-25.38,-24.81,,,-31152.384,
+04/11/2006,,-25.47,-24.86,,,-32028.48,
+05/11/2006,,-25.4,-24.84,,,-29277.504,
+06/11/2006,,-25.39,-24.77,,,-30906.144,
+07/11/2006,,-25.44,-24.96,,,-31102.272,
+08/11/2006,,-25.62,-25.06,,,-34953.12,
+09/11/2006,,-25.65,-25.08,,,-36268.992,
+10/11/2006,,-25.66,-25.1,,,-35504.352,
+11/11/2006,,-25.74,-25.18,,,-37051.776,
+12/11/2006,,-25.66,-25.09,,,-35644.32,
+13/11/2006,,-25.7,-25.13,,,-35838.72,
+14/11/2006,,-25.8,-25.25,,,-36698.4,
+15/11/2006,,-25.82,-25.29,,,-35770.464,
+16/11/2006,,-25.84,-25.3,,,-36542.016,
+17/11/2006,,-25.86,-25.3,,,-36326.016,
+18/11/2006,,-25.88,-25.31,,,-36258.624,
+19/11/2006,,-25.88,-25.34,,,-34674.048,
+20/11/2006,,-25.81,-25.29,,,-34369.056,
+21/11/2006,,-25.83,-25.25,,,-35643.456,
+22/11/2006,,-25.86,-25.24,,,-38132.64,
+23/11/2006,,-25.92,-25.36,,,-36439.2,
+24/11/2006,,-25.99,-25.46,,,-35284.896,
+25/11/2006,,-25.99,-25.46,,,-35558.784,
+26/11/2006,,-25.93,-25.46,,,-32540.832,
+27/11/2006,,-26,-25.48,,,-34675.776,
+28/11/2006,,-25.99,-25.47,,,-33997.536,
+29/11/2006,,-25.96,-25.46,,,-33408.288,
+30/11/2006,,-26.01,-25.46,,,-34280.064,
+01/12/2006,,-26.07,-25.54,,,-34942.752,
+02/12/2006,,-26.12,-25.54,,,-35456.832,
+03/12/2006,,-25.99,-25.49,,,-32309.28,
+04/12/2006,,-26.01,-25.46,,,-35552.736,
+05/12/2006,,-26.07,-25.52,,,-35501.76,
+06/12/2006,,-25.94,-25.47,,,-31805.568,
+07/12/2006,,-25.87,-25.43,,,-31427.136,
+08/12/2006,,-25.95,-25.51,,,-32994.432,
+09/12/2006,,-25.95,-25.49,,,-33015.168,
+10/12/2006,,-26.08,-25.65,,,-33683.04,
+11/12/2006,,-26.15,-25.67,,,-30362.688,
+12/12/2006,,-26.27,-25.73,,,-35336.736,
+13/12/2006,,-26.25,-25.74,,,-34569.504,
+14/12/2006,,,-25.75,,,-34235.136,
+15/12/2006,,-26.58,-25.9,,,-40199.328,
+16/12/2006,,-26.32,-25.83,,,-35267.616,
+17/12/2006,,-26.17,-25.72,,,-31152.384,
+18/12/2006,,-26.13,-25.62,,,-33921.504,
+19/12/2006,,-26.77,-25.85,,,-37044,
+20/12/2006,,-26.81,-25.97,,,-35570.016,
+21/12/2006,,-26.62,-25.9,,,-25617.6,
+22/12/2006,,-26.65,-25.87,,,-31300.128,
+23/12/2006,,-26.76,-25.95,,,-34531.488,
+24/12/2006,,-26.8,-25.98,,,-35750.592,
+25/12/2006,,-26.62,-25.91,,,-30097.44,
+26/12/2006,,-26.65,-25.93,,,-30768.768,
+27/12/2006,,-26.73,-25.96,,,-32247.936,
+28/12/2006,,-26.74,-25.97,,,-32164.128,
+29/12/2006,,-26.73,-25.98,,,-33124.896,
+30/12/2006,,-26.78,-26.02,,,-32341.248,
+31/12/2006,,-26.92,-26.06,,,-35494.848,
+01/01/2007,,-26.68,-25.95,,,-29918.592,
+02/01/2007,,-26.72,-25.9,,,-32521.824,
+03/01/2007,,-26.86,-26.01,,,-34554.816,
+04/01/2007,,-26.94,-26.09,,,-34880.544,
+05/01/2007,,-26.95,-26.07,,,-36436.608,
+06/01/2007,,-27.03,-26.19,,,-35028.288,
+07/01/2007,,-26.93,-26.14,,,-33429.024,
+08/01/2007,,-26.96,-26.11,,,-34540.992,
+09/01/2007,,-27.01,-26.16,,,-34165.152,
+10/01/2007,,-27.08,-26.24,,,-34490.88,
+11/01/2007,,-27.04,-26.22,,,-34595.424,
+12/01/2007,,-27.01,-26.19,,,-35424,
+13/01/2007,,-27.18,-26.32,,,-36453.024,
+14/01/2007,,-27.1,-26.3,,,-33656.256,
+15/01/2007,,-27.15,-26.3,,,-36366.624,
+16/01/2007,,-27.24,-26.39,,,-36903.168,
+17/01/2007,,-27.19,-26.34,,,-35727.264,
+18/01/2007,,-27.18,-26.36,,,-36482.4,
+19/01/2007,,-27.1,-26.29,,,-40015.296,
+20/01/2007,,-27.25,-26.39,,,-38092.896,
+21/01/2007,,-27.21,-26.41,,,-36384.768,
+22/01/2007,,-27.31,-26.43,,,-38975.04,
+23/01/2007,,-27.27,-26.38,,,-37120.896,
+24/01/2007,,-27.26,-26.38,,,-37022.4,
+25/01/2007,,-27.36,-26.47,,,-36322.56,
+26/01/2007,,-27.4,-26.55,,,-36234.432,
+27/01/2007,,-27.32,-26.52,,,-35701.344,
+28/01/2007,,-27.39,-26.59,,,-34113.312,
+29/01/2007,,-27.35,-26.52,,,-36541.152,
+30/01/2007,,-27.37,-26.55,,,-35766.144,
+31/01/2007,,-27.43,-26.61,,,-36344.16,
+01/02/2007,,-27.47,-26.62,,,-34800.192,
+02/02/2007,,-27.55,-26.7,,,-36872.064,
+03/02/2007,,-27.48,-26.69,,,-36655.2,
+04/02/2007,,-27.54,-26.73,,,-36416.736,
+05/02/2007,,-27.5,-26.71,,,-35653.824,
+06/02/2007,,-27.51,-26.66,,,-36718.272,
+07/02/2007,,-27.51,-26.66,,,-36063.36,
+08/02/2007,,-27.53,-26.69,,,-35802.432,
+09/02/2007,,-27.54,-26.7,,,-33802.272,
+10/02/2007,,-27.56,-26.69,,,-34944.48,
+11/02/2007,,-27.59,-26.75,,,-33225.984,
+12/02/2007,,-27.53,-26.67,,,-32316.192,
+13/02/2007,,-27.51,-26.67,,,-31326.048,
+14/02/2007,,-27.53,-26.73,,,-30889.728,
+15/02/2007,,-27.44,-26.67,,,-29992.032,
+16/02/2007,,-27.57,-26.71,,,-32657.472,
+17/02/2007,,-27.54,-26.7,,,-31525.632,
+18/02/2007,,-27.43,-26.63,,,-28622.592,
+19/02/2007,,-27.39,-26.59,,,-29685.312,
+20/02/2007,,-27.44,-26.6,,,-30367.872,
+21/02/2007,,-27.51,-26.65,,,-30769.632,
+22/02/2007,,-27.54,-26.64,,,-31637.952,
+23/02/2007,,-27.46,-26.62,,,-29810.592,
+24/02/2007,,-27.52,-26.62,,,-31278.528,
+25/02/2007,,-27.36,-26.55,,,-27949.536,
+26/02/2007,,-27.36,-26.52,,,-28359.072,
+27/02/2007,,-27.42,-26.59,,,-29687.04,
+28/02/2007,,-27.43,-26.59,,,-30112.992,
+01/03/2007,,-27.33,-26.51,,,-27492.48,
+02/03/2007,,-27.36,-26.51,,,-29522.88,
+03/03/2007,,-27.38,-26.51,,,-28622.592,
+04/03/2007,,-27.3,-26.5,,,-26865.216,
+05/03/2007,,-27.36,-26.52,,,-28163.808,
+06/03/2007,,-27.33,-26.48,,,-27716.256,
+07/03/2007,,-27.31,-26.4,,,-29385.504,
+08/03/2007,,-27.19,-26.39,,,-27725.76,
+09/03/2007,,-27.35,-26.47,,,-30143.232,
+10/03/2007,,-27.32,-26.43,,,-28765.152,
+11/03/2007,,-27.18,-26.36,,,-25507.008,
+12/03/2007,,-27.15,-26.34,,,-26793.504,
+13/03/2007,,-27.25,-26.36,,,-29398.464,
+14/03/2007,,-27.27,-26.36,,,-28963.008,
+15/03/2007,,-27.2,-26.33,,,-28033.344,
+16/03/2007,,-27.26,-26.35,,,-30031.776,
+17/03/2007,,-27.25,-26.35,,,-29922.912,
+18/03/2007,,-27.17,-26.25,,,-27132.192,
+19/03/2007,,-26.95,-26.05,,,-25995.168,
+20/03/2007,,-27,-26.01,,,-27603.072,
+21/03/2007,,-27.1,-26.12,,,-28026.432,
+22/03/2007,,-27.05,-26.13,,,-26901.504,
+23/03/2007,,-27.07,-26.12,,,-27954.72,
+24/03/2007,,-27.05,-26.1,,,-27415.584,
+25/03/2007,,-26.95,-26.11,,,-26860.032,
+26/03/2007,,-27.08,-26.14,,,-29220.48,
+27/03/2007,,-27.07,-26.14,,,-28505.952,
+28/03/2007,,-27.13,-26.17,,,-30513.024,
+29/03/2007,,-27.13,-26.15,,,-30576.096,
+30/03/2007,,-27.1,-26.14,,,-31536.864,
+31/03/2007,,-27.16,-26.21,,,-31280.256,
+01/04/2007,,-27.16,-26.25,,,-29652.48,
+02/04/2007,,-27.02,-26.18,,,-29541.024,
+03/04/2007,,-27.01,-26.12,,,-30836.16,
+04/04/2007,,-26.97,-26.05,,,-28417.824,
+05/04/2007,,-27.08,-26.1,,,-28100.736,
+06/04/2007,,-27.15,-26.13,,,-28364.256,
+07/04/2007,,-27.09,-26.14,,,-30060.288,
+08/04/2007,,-26.61,-25.99,,,-23114.592,
+09/04/2007,,-26.63,-25.92,,,-23787.648,
+10/04/2007,,-27,-26.01,,,-29979.072,
+11/04/2007,,-27.02,-26.1,,,-30621.024,
+12/04/2007,,-27.03,-26.09,,,-29146.176,
+13/04/2007,,-26.93,-26.05,,,-30813.696,
+14/04/2007,,-27.15,-26.14,,,-33277.824,
+15/04/2007,,-27.14,-26.16,,,-31517.856,
+16/04/2007,,-27.14,-26.16,,,-32959.008,
+17/04/2007,,-27.21,-26.21,,,-34862.4,
+18/04/2007,,-27.19,-26.22,,,-33461.856,
+19/04/2007,,-27.19,-26.21,,,-32997.888,
+20/04/2007,,-27.13,-26.24,,,-33896.448,
+21/04/2007,,-27.04,-26.23,,,-33245.856,
+22/04/2007,,-27.33,-26.33,,,-35134.56,
+23/04/2007,,-27.2,-26.31,,,-31624.128,
+24/04/2007,,-27.18,-26.26,,,-31544.64,
+25/04/2007,,-26.77,-26.15,,,-30688.416,
+26/04/2007,,-26.78,-26.15,,,-29063.232,
+27/04/2007,,-27.07,-26.16,,,-30014.496,
+28/04/2007,,-27.18,-26.24,,,-31395.168,
+29/04/2007,,-26.78,-26.16,,,-28725.408,
+30/04/2007,,-26.55,-26.02,,,-24990.336,
+01/05/2007,,-26.3,-25.81,,,-21556.8,
+02/05/2007,,-26.27,-25.77,,,-22156.416,
+03/05/2007,,-26.29,-25.75,,,-23928.48,
+04/05/2007,,-26.27,-25.72,,,-23941.44,
+05/05/2007,,-26.39,-25.75,,,-27178.848,
+06/05/2007,,-26.28,-25.73,,,-24061.536,
+07/05/2007,,-26.33,-25.72,,,-24287.904,
+08/05/2007,,-26.42,-25.8,,,-27949.536,
+09/05/2007,,-26.45,-25.83,,,0,
+10/05/2007,,-26.34,-25.75,,,-29336.256,
+11/05/2007,,-26.37,-25.77,,,-30326.4,
+12/05/2007,,-26.43,-25.81,,,-30827.52,
+13/05/2007,,-26.43,-25.84,,,-30036.96,
+14/05/2007,,-26.79,-25.9,,,-31434.912,
+15/05/2007,,-26.9,-25.99,,,-31769.28,
+16/05/2007,,-26.46,-25.88,,,-30125.088,
+17/05/2007,,-26.41,-25.82,,,-30066.336,
+18/05/2007,,-26.8,-25.92,,,-30408.48,
+19/05/2007,,-26.91,-26.01,,,-30626.208,
+20/05/2007,,-26.92,-26.04,,,-30881.952,
+21/05/2007,,-26.96,,,,-31250.88,
+22/05/2007,,-27.13,-26.18,,,-35080.992,
+23/05/2007,,-27.26,-26.3,,,-37567.584,
+24/05/2007,,-26.83,-26.24,,,-32889.888,
+25/05/2007,,-27.36,-26.36,,,-38695.104,
+26/05/2007,,-27.31,-26.36,,,-36612.864,
+27/05/2007,,-27.13,-26.3,,,-31383.936,
+28/05/2007,,-26.54,-26.03,,,-28043.712,
+29/05/2007,,-26.61,-26.02,,,-28533.6,
+30/05/2007,,-26.68,-26.06,,,-28885.248,
+31/05/2007,,-26.79,-26.12,,,-31883.328,
+01/06/2007,,-26.76,-26.13,,,-32290.272,
+02/06/2007,,-27,-26.2,,,-34572.096,
+03/06/2007,,-26.64,-26.08,,,-28444.608,
+04/06/2007,,-26.72,-26.08,,,-28864.512,
+05/06/2007,,-27.24,-26.27,,,0,
+06/06/2007,,-26.82,-26.21,,,0,
+07/06/2007,,-27.1,-26.22,,,-32901.984,
+08/06/2007,,-26.96,-26.2,,,-32850.144,
+09/06/2007,,-27.24,-26.3,,,-34171.2,
+10/06/2007,,-27.14,-26.26,,,-32818.176,
+11/06/2007,,-27.24,-26.29,,,-33683.04,
+12/06/2007,,-27.32,-26.36,,,-36167.904,
+13/06/2007,,-27.29,-26.36,,,-34242.912,
+14/06/2007,,-27.36,-26.43,,,-37065.6,
+15/06/2007,,-27.4,-26.45,,,-36079.776,
+16/06/2007,,-27.42,-26.48,,,-36095.328,
+17/06/2007,,-26.95,-26.38,,,-32491.584,
+18/06/2007,,-27.38,-26.44,,,-34704.288,
+19/06/2007,,-27.69,-26.65,,,-41071.104,
+20/06/2007,,-27.73,-26.73,,,-39565.152,
+21/06/2007,,-27.76,-26.78,,,-38476.512,
+22/06/2007,,-27.81,-26.84,,,-39807.072,
+23/06/2007,,-27.8,-26.85,,,-37984.032,
+24/06/2007,,-27.83,-26.86,,,-35450.784,
+25/06/2007,,-27.81,-26.87,,,-37662.624,
+26/06/2007,,-28,-26.98,,,-39749.184,
+27/06/2007,,-28,-27,,,-36766.656,
+28/06/2007,,-28.13,-27.12,,,-38814.336,
+29/06/2007,,-28.16,-27.18,,,-39105.504,
+30/06/2007,,-28.16,-27.15,,,-38119.68,
+01/07/2007,,-28.15,-27.14,,,-38143.008,
+02/07/2007,,-28.12,-27.13,,,-35847.36,
+03/07/2007,,-28.29,-27.21,,,-39577.248,
+04/07/2007,,-28.26,-27.2,,,-38044.512,
+05/07/2007,,-28.3,-27.26,,,-38047.104,
+06/07/2007,,-28.48,-27.38,,,-42865.632,
+07/07/2007,,-28.62,-27.49,,,-43673.472,
+08/07/2007,,-28.53,-27.48,,,-40254.624,
+09/07/2007,,-28.59,-27.49,,,-41400.288,
+10/07/2007,,-28.68,-27.54,,,-42794.784,
+11/07/2007,,-28.83,-27.68,,,-43781.472,
+12/07/2007,,-28.89,-27.77,,,-42886.368,
+13/07/2007,,-28.97,-27.84,,,-43647.552,
+14/07/2007,,-29.02,-27.9,,,-45109.44,
+15/07/2007,,-29.03,-27.93,,,-45178.56,
+16/07/2007,,-29.08,-27.95,,,-43839.36,
+17/07/2007,,-29.16,-28.04,,,-43152.48,
+18/07/2007,,-29.24,-28.11,,,-43166.304,
+19/07/2007,,-29.01,-28.12,,,-41751.072,
+20/07/2007,,-29.07,-28.13,,,-42035.328,
+21/07/2007,,-29.35,-28.24,,,-45544.896,
+22/07/2007,,-29.4,-28.27,,,-43257.024,
+23/07/2007,,-29.32,-28.24,,,-41803.776,
+24/07/2007,,-29.41,-28.29,,,-43341.696,
+25/07/2007,,-29.49,-28.39,,,-43208.64,
+26/07/2007,,-29.58,-28.45,,,-43253.568,
+27/07/2007,,-29.64,-28.52,,,-43116.192,
+28/07/2007,,-29.64,-28.56,,,-43672.608,
+29/07/2007,,-29.62,-28.56,,,-42472.512,
+30/07/2007,,-29.64,-28.56,,,-42325.632,
+31/07/2007,,-29.76,-28.65,,,-37648.8,
+01/08/2007,,-29.93,-28.82,,,-35405.856,
+02/08/2007,,-29.96,-28.78,,,-34693.056,
+03/08/2007,,-30.02,-28.84,,,-35688.384,
+04/08/2007,,-29.75,-28.77,,,-30425.76,
+05/08/2007,,-29.83,-28.79,,,-31135.968,
+06/08/2007,,-29.87,-28.79,,,-32875.2,
+07/08/2007,,-29.89,-28.84,,,-32011.2,
+08/08/2007,,-29.99,-28.91,,,-33900.768,
+09/08/2007,,-29.79,-28.87,,,-29080.512,
+10/08/2007,,-29.73,-28.79,,,-27972,
+11/08/2007,,-29.55,-28.73,,,-25317.792,
+12/08/2007,,-29.48,-28.68,,,-25445.664,
+13/08/2007,,-29.56,-28.74,,,-27330.048,
+14/08/2007,,-29.71,-28.81,,,-30163.104,
+15/08/2007,,-29.59,-28.8,,,-26843.616,
+16/08/2007,,-29.63,-28.79,,,-30419.712,
+17/08/2007,,-29.98,-28.92,,,-32685.12,
+18/08/2007,,-29.97,-28.94,,,-31510.08,
+19/08/2007,,-29.83,-28.94,,,-30170.016,
+20/08/2007,,-29.87,-28.92,,,-30375.648,
+21/08/2007,,-29.86,-28.93,,,-30267.648,
+22/08/2007,,-29.74,-28.93,,,-29846.016,
+23/08/2007,,-29.88,-28.98,,,-28888.704,
+24/08/2007,,-29.71,-28.97,,,-29209.248,
+25/08/2007,,-29.91,-29,,,-29617.056,
+26/08/2007,,-29.8,-28.98,,,-29710.368,
+27/08/2007,,-29.98,-29.01,,,-31604.256,
+28/08/2007,,-30.17,-29.09,,,-34421.76,
+29/08/2007,,-30.25,-29.14,,,-33451.488,
+30/08/2007,,-30.28,-29.17,,,0,
+31/08/2007,,-30.38,-29.24,,,-34460.64,
+01/09/2007,,-30.36,-29.26,,,-33034.176,
+02/09/2007,,,-29.25,,,-30994.272,
+03/09/2007,,-30.24,-29.23,,,-32694.624,
+04/09/2007,,-30.37,-29.26,,,-33352.992,
+05/09/2007,,-30.41,-29.3,,,-32996.16,
+06/09/2007,,-30.38,-29.33,,,-33530.112,
+07/09/2007,,-30.42,-29.32,,,-33468.768,
+08/09/2007,,-30.5,-29.37,,,-33955.2,
+09/09/2007,,-30.46,-29.35,,,-30301.344,
+10/09/2007,,-30.46,-29.37,,,-32065.632,
+11/09/2007,,-30.58,-29.43,,,-34157.376,
+12/09/2007,,-30.66,-29.53,,,-34019.136,
+13/09/2007,,-30.67,-29.57,,,-33843.744,
+14/09/2007,,-30.65,-29.57,,,-33275.232,
+15/09/2007,,-30.69,-29.59,,,-32894.208,
+16/09/2007,,-30.7,-29.61,,,-32742.144,
+17/09/2007,,-30.73,-29.62,,,-33784.992,
+18/09/2007,,-30.75,-29.62,,,-34278.336,
+19/09/2007,,-30.83,-29.69,,,-33996.672,
+20/09/2007,,-30.87,-29.76,,,-33943.968,
+21/09/2007,,-30.87,-29.77,,,-34121.952,
+22/09/2007,,-30.94,-29.81,,,-34262.784,
+23/09/2007,,-30.71,-29.77,,,-31719.168,
+24/09/2007,,-30.88,-29.76,,,-32487.264,
+25/09/2007,,-30.94,-29.79,,,-34102.944,
+26/09/2007,,-30.96,-29.8,,,-32992.704,
+27/09/2007,,-30.66,-29.75,,,-30062.016,
+28/09/2007,,-30.6,-29.75,,,-27545.184,
+29/09/2007,,-30.49,-29.75,,,-27381.888,
+30/09/2007,,-30.61,-29.78,,,-25381.728,
+01/10/2007,,-30.59,-29.76,,,-25856.928,
+02/10/2007,,-30.68,-29.74,,,-26935.2,
+03/10/2007,,-30.87,-29.81,,,-30437.856,
+04/10/2007,,-30.81,-29.85,,,-29384.64,
+05/10/2007,,-30.82,-29.82,,,-29975.616,
+06/10/2007,,-30.78,-29.83,,,-31394.304,
+07/10/2007,,-30.51,-29.76,,,-25560.576,
+08/10/2007,,-30.64,-29.78,,,-28189.728,
+09/10/2007,,-30.88,-29.85,,,-31645.728,
+10/10/2007,,-30.91,-29.87,,,-31603.392,
+11/10/2007,,-30.91,-29.91,,,-31036.608,
+12/10/2007,,-30.99,-29.91,,,-32637.6,
+13/10/2007,,-31.02,-29.96,,,-31909.248,
+14/10/2007,,-30.76,-29.96,,,-31072.032,
+15/10/2007,,-30.82,-29.99,,,-31389.12,
+16/10/2007,,-31.1,-30.03,,,-32151.168,
+17/10/2007,,-30.79,-29.99,,,-29205.792,
+18/10/2007,,-31.07,-29.98,,,-29630.016,
+19/10/2007,,-31.1,-30.01,,,-29012.256,
+20/10/2007,,-30.98,-30.02,,,-28634.688,
+21/10/2007,,-30.78,-29.94,,,-26954.208,
+22/10/2007,,-30.76,-29.8,,,-24395.904,
+23/10/2007,,-30.91,-29.94,,,-28951.776,
+24/10/2007,,-30.87,-29.97,,,-26878.176,
+25/10/2007,,-30.59,-29.9,,,-24052.896,
+26/10/2007,,-30.51,-29.87,,,-25964.064,
+27/10/2007,,-30.81,-29.93,,,-29395.872,
+28/10/2007,,-30.64,-29.9,,,-26391.744,
+29/10/2007,,-30.57,-29.85,,,-28771.2,
+30/10/2007,,-30.59,-29.79,,,-27693.792,
+31/10/2007,,-30.64,-29.95,,,-29917.728,
+01/11/2007,,-30.69,-30,,,-28582.848,
+02/11/2007,,-30.84,-30.05,,,-27927.936,
+03/11/2007,,-30.68,-29.99,,,-29395.872,
+04/11/2007,,-30.62,-29.96,,,-28092.96,
+05/11/2007,,-30.66,-29.99,,,-26192.16,
+06/11/2007,,-30.7,-30.01,,,-25100.928,
+07/11/2007,,-30.82,-30.04,,,-26824.608,
+08/11/2007,,-30.76,-30.03,,,-25854.336,
+09/11/2007,,-30.79,-30,,,-26344.224,
+10/11/2007,,-30.86,-30.08,,,-26704.512,
+11/11/2007,,-30.68,-30.04,,,-25163.136,
+12/11/2007,,-30.86,-30.04,,,-26580.096,
+13/11/2007,,-30.79,-30.07,,,-27563.328,
+14/11/2007,,-30.73,-30.01,,,-26901.504,
+15/11/2007,,-30.76,-30.07,,,-25591.68,
+16/11/2007,,-30.84,-30.11,,,-27997.92,
+17/11/2007,,-30.83,-30.11,,,-28142.208,
+18/11/2007,,-30.77,-30.06,,,-25907.904,
+19/11/2007,,-30.83,-30.11,,,-25524.288,
+20/11/2007,,-30.85,-30.16,,,-28124.064,
+21/11/2007,,-30.91,-30.17,,,-29548.8,
+22/11/2007,,-30.82,-30.1,,,-27698.112,
+23/11/2007,,-30.87,-30.12,,,-28803.168,
+24/11/2007,,-30.95,-30.16,,,-27015.552,
+25/11/2007,,-30.92,-30.18,,,-25819.776,
+26/11/2007,,-30.87,-30.16,,,-24577.344,
+27/11/2007,,-30.97,-30.22,,,-26974.08,
+28/11/2007,,-30.93,-30.2,,,-26575.776,
+29/11/2007,,-30.95,-30.2,,,-26834.112,
+30/11/2007,,-30.96,-30.21,,,-27224.64,
+01/12/2007,,-31.13,-30.31,,,-28198.368,
+02/12/2007,,-31.15,-30.3,,,-27069.984,
+03/12/2007,,-31.05,-30.21,,,-26630.208,
+04/12/2007,,-31.06,-30.3,,,-27602.208,
+05/12/2007,,-31.2,-30.4,,,-28727.136,
+06/12/2007,,-31.21,-30.44,,,-28148.256,
+07/12/2007,,-31.06,-30.29,,,-26102.304,
+08/12/2007,,-31.01,-30.25,,,-24485.76,
+09/12/2007,,-30.96,-30.27,,,-23082.624,
+10/12/2007,,-30.93,-30.26,,,-22860.576,
+11/12/2007,,-31.03,-30.33,,,-26866.944,
+12/12/2007,,-30.96,-30.32,,,-22966.848,
+13/12/2007,,-30.88,-30.31,,,-20614.176,
+14/12/2007,,-30.63,-30.26,,,-22826.88,
+15/12/2007,,-30.91,-30.28,,,-24585.984,
+16/12/2007,,-30.97,-30.29,,,-25292.736,
+17/12/2007,,-31.09,-30.32,,,-26863.488,
+18/12/2007,,-31.1,-30.35,,,-24968.736,
+19/12/2007,,-31.14,,,,-25753.248,
+20/12/2007,,,-30.4,,,-25832.736,
+21/12/2007,,-31.18,-30.43,,,-26974.944,
+22/12/2007,,-31.21,-30.41,,,-26355.456,
+23/12/2007,,-31.07,-30.34,,,-24848.64,
+24/12/2007,,-31.13,-30.36,,,-24674.112,
+25/12/2007,,-30.92,-30.33,,,-21133.44,
+26/12/2007,,-30.91,-30.31,,,-20656.512,
+27/12/2007,,-31.08,-30.36,,,-24661.152,
+28/12/2007,,-31.1,-30.39,,,-24052.032,
+29/12/2007,,-31.2,-30.4,,,-25951.104,
+30/12/2007,,-31.1,-30.37,,,-24157.44,
+31/12/2007,,-31.15,-30.37,,,-26472.096,
+01/01/2008,,-31.22,-30.45,,,-26686.368,
+02/01/2008,,-31.19,-30.42,,,-24223.968,
+03/01/2008,,-31.08,-30.39,,,-23472.288,
+04/01/2008,,-31.18,-30.43,,,-25160.544,
+05/01/2008,,-31.23,-30.48,,,-25570.944,
+06/01/2008,,-31.15,-30.45,,,-23468.832,
+07/01/2008,,-31.17,-30.46,,,-25139.808,
+08/01/2008,,-31.26,-30.51,,,-25766.208,
+09/01/2008,,-31.31,-30.55,,,-26551.584,
+10/01/2008,,-31.23,-30.53,,,-24751.008,
+11/01/2008,,-31.21,-30.5,,,-23588.064,
+12/01/2008,,-31.13,-30.45,,,-22644.576,
+13/01/2008,,-31.15,-30.49,,,-21971.52,
+14/01/2008,,-31.12,-30.5,,,-22060.512,
+15/01/2008,,-31.13,-30.47,,,-21746.016,
+16/01/2008,,-31.05,-30.39,,,-27013.824,
+17/01/2008,,-31.07,-30.38,,,-31002.912,
+18/01/2008,,-31.16,-30.51,,,-32270.4,
+19/01/2008,,-31.22,-30.54,,,-32045.76,
+20/01/2008,,-31.12,-30.48,,,-29562.624,
+21/01/2008,,-31.03,-30.42,,,-30087.936,
+22/01/2008,,-31.02,-30.35,,,-30325.536,
+23/01/2008,,-31.13,-30.47,,,-31485.024,
+24/01/2008,,-31.15,-30.51,,,-33157.728,
+25/01/2008,,-31.27,-30.52,,,-33390.144,
+26/01/2008,,-31.4,-30.6,,,-37136.448,
+27/01/2008,,-31.4,-30.63,,,-35132.832,
+28/01/2008,,-31.18,-30.53,,,-31017.6,
+29/01/2008,,-31.17,-30.54,,,-32118.336,
+30/01/2008,,-31.2,-30.52,,,-32158.944,
+31/01/2008,,-31.11,-30.5,,,-31620.672,
+01/02/2008,,-31.22,-30.54,,,-34483.104,
+02/02/2008,,-31.25,-30.55,,,-32589.216,
+03/02/2008,,-31.21,-30.58,,,-31182.624,
+04/02/2008,,-31.13,-30.51,,,-31523.04,
+05/02/2008,,-31.22,-30.57,,,-32152.896,
+06/02/2008,,-31.26,-30.62,,,-32708.448,
+07/02/2008,,-31.25,-30.59,,,-31681.152,
+08/02/2008,,-31.23,-30.61,,,-32560.704,
+09/02/2008,,-31.29,-30.61,,,-32837.184,
+10/02/2008,,-31.29,-30.6,,,-33016.896,
+11/02/2008,,-31.27,-30.6,,,-32212.512,
+12/02/2008,,-31.21,-30.58,,,-30814.56,
+13/02/2008,,-31.3,-30.63,,,-32861.376,
+14/02/2008,,-31.42,-30.67,,,-34078.752,
+15/02/2008,,-31.31,-30.63,,,-33285.6,
+16/02/2008,,-31.43,-30.7,,,-34407.072,
+17/02/2008,,-31.32,-30.66,,,-29200.608,
+18/02/2008,,-31.35,-30.65,,,-31808.16,
+19/02/2008,,-31.38,-30.67,,,-33585.408,
+20/02/2008,,-31.4,-30.67,,,-33143.904,
+21/02/2008,,-31.38,-30.68,,,-33026.4,
+22/02/2008,,-31.43,-30.72,,,-33758.208,
+23/02/2008,,-31.44,-30.74,,,-33569.856,
+24/02/2008,,-31.36,-30.72,,,-32183.136,
+25/02/2008,,-31.42,-30.74,,,-32263.488,
+26/02/2008,,-31.5,-30.76,,,-34458.048,
+27/02/2008,,-31.38,-30.73,,,-31565.376,
+28/02/2008,,-31.49,-30.78,,,-32161.536,
+29/02/2008,,-31.47,-30.78,,,-31825.44,
+01/03/2008,,-31.65,-30.77,,,-34203.168,
+02/03/2008,,-31.58,-30.82,,,-34683.552,
+03/03/2008,,-31.59,-30.83,,,-31949.856,
+04/03/2008,,-31.56,-30.8,,,-33415.2,
+05/03/2008,,-31.41,-30.79,,,-29668.032,
+06/03/2008,,-31.63,-30.86,,,-34107.264,
+07/03/2008,,-31.48,-30.8,,,-30453.408,
+08/03/2008,,-31.63,-30.86,,,-35868.96,
+09/03/2008,,-31.78,-30.94,,,-35435.232,
+10/03/2008,,-31.37,-30.81,,,-28558.656,
+11/03/2008,,-31.5,-30.81,,,-31641.408,
+12/03/2008,,-31.35,-30.82,,,-29215.296,
+13/03/2008,,-31.34,-30.8,,,-27862.272,
+14/03/2008,,-31.28,-30.78,,,-25854.336,
+15/03/2008,,-31.2,-30.72,,,-26680.32,
+16/03/2008,,-31.1,-30.65,,,-24845.184,
+17/03/2008,,-31.03,-30.58,,,-24418.368,
+18/03/2008,,-31.08,-30.58,,,-24379.488,
+19/03/2008,,-31.11,-30.6,,,-25833.6,
+20/03/2008,,-31.05,-30.59,,,-23976.864,
+21/03/2008,,-31.02,-30.5,,,-25154.496,
+22/03/2008,,-30.97,-30.46,,,-24977.376,
+23/03/2008,,-30.9,-30.45,,,-21775.392,
+24/03/2008,,-31.05,-30.49,,,-25916.544,
+25/03/2008,,-31.07,-30.52,,,-27031.104,
+26/03/2008,,-30.96,-30.5,,,-25307.424,
+27/03/2008,,-30.93,-30.45,,,-23798.016,
+28/03/2008,,-31.07,-30.53,,,-25237.44,
+29/03/2008,,-31.11,-30.56,,,-25678.944,
+30/03/2008,,-31.01,-30.51,,,-23768.64,
+31/03/2008,,-30.95,-30.46,,,-23508.576,
+01/04/2008,,-31.07,-30.49,,,-25231.392,
+02/04/2008,,-30.95,-30.45,,,-26016.768,
+03/04/2008,,-30.88,-30.39,,,-23730.624,
+04/04/2008,,-30.94,-30.42,,,-23990.688,
+05/04/2008,,-31.04,-30.42,,,-27564.192,
+06/04/2008,,-30.94,-30.36,,,-24452.064,
+07/04/2008,,-30.93,-30.37,,,-24987.744,
+08/04/2008,,-30.99,-30.4,,,-26194.752,
+09/04/2008,,-30.95,-30.39,,,-26368.416,
+10/04/2008,,-30.99,-30.39,,,-26886.816,
+11/04/2008,,-30.71,-30.34,,,-24060.672,
+12/04/2008,,-30.69,-30.35,,,-26329.536,
+13/04/2008,,-30.76,-30.4,,,-26647.488,
+14/04/2008,,-30.7,-30.33,,,-26644.896,
+15/04/2008,,-30.7,-30.32,,,-25939.872,
+16/04/2008,,-30.77,-30.34,,,-25878.528,
+17/04/2008,,-30.61,-30.26,,,0,
+18/04/2008,,-30.63,-30.24,,,-25811.136,
+19/04/2008,,-30.66,-30.27,,,-27070.848,
+20/04/2008,,-30.68,-30.32,,,-27823.392,
+21/04/2008,,-30.58,-30.24,,,-25500.96,
+22/04/2008,,-30.6,-30.25,,,-25271.136,
+23/04/2008,,-30.67,-30.31,,,-26354.592,
+24/04/2008,,-30.67,-30.33,,,-24942.816,
+25/04/2008,,-30.54,-30.25,,,-24484.032,
+26/04/2008,,-30.48,-30.2,,,-22817.376,
+27/04/2008,,-30.38,-30.13,,,-22277.376,
+28/04/2008,,-30.53,-30.14,,,-25296.192,
+29/04/2008,,-30.54,-30.16,,,-24044.256,
+30/04/2008,,-30.47,-30.12,,,-24833.952,
+01/05/2008,,-30.41,-30.12,,,-23927.616,
+02/05/2008,,-30.55,-30.18,,,-25404.192,
+03/05/2008,,-30.57,-30.19,,,-27991.872,
+04/05/2008,,-30.45,-30.13,,,-24531.552,
+05/05/2008,,-30.48,-30.12,,,-24382.944,
+06/05/2008,,-30.49,-30.14,,,-26663.04,
+07/05/2008,,-30.59,-30.16,,,-27628.992,
+08/05/2008,,-30.86,-30.22,,,-27914.112,
+09/05/2008,,-30.93,-30.25,,,-30765.312,
+10/05/2008,,-30.9,-30.26,,,-29093.472,
+11/05/2008,,-30.7,-30.22,,,-25198.56,
+12/05/2008,,-30.59,-30.15,,,-23456.736,
+13/05/2008,,-30.56,-30.08,,,-24157.44,
+14/05/2008,,-30.57,-30.1,,,-26103.168,
+15/05/2008,,-30.77,-30.18,,,-27949.536,
+16/05/2008,,-30.86,-30.21,,,-28602.72,
+17/05/2008,,,,,,-28870.56,
+18/05/2008,,,,,,-25233.12,
+19/05/2008,,,,,,-24730.272,
+20/05/2008,,,,,,-24338.016,
+21/05/2008,,,,,,-25265.952,
+22/05/2008,,,,,,-25942.464,
+23/05/2008,,,,,,-28456.704,
+24/05/2008,,,,,,-27433.728,
+25/05/2008,,,,,,-27059.616,
+26/05/2008,,,,,,-28386.72,
+27/05/2008,,,-30.05,,,-32406.048,
+28/05/2008,,-30.68,-30.1,,,-32558.976,
+29/05/2008,,-30.75,-30.1,,,-31343.328,
+30/05/2008,,-30.51,-30.04,,,-24541.056,
+31/05/2008,,-30.6,-30.08,,,-27969.408,
+01/06/2008,,-30.53,-30.06,,,-24418.368,
+02/06/2008,,-30.39,-29.98,,,-22235.04,
+03/06/2008,,-30.45,-29.97,,,-23719.392,
+04/06/2008,,-30.65,-30.08,,,-26939.52,
+05/06/2008,,-30.73,-30.11,,,-26713.152,
+06/06/2008,,-30.71,-30.1,,,-25754.112,
+07/06/2008,,-30.72,-30.1,,,-25216.704,
+08/06/2008,,-30.6,-30.06,,,-23813.568,
+09/06/2008,,-30.67,-30.09,,,-26070.336,
+10/06/2008,,-30.8,-30.17,,,-27922.752,
+11/06/2008,,-30.83,-30.16,,,-28327.968,
+12/06/2008,,-30.68,-30.11,,,-25843.968,
+13/06/2008,,-30.7,-30.1,,,-26672.544,
+14/06/2008,,-30.66,-30.1,,,-24626.592,
+15/06/2008,,-30.56,-30.05,,,-22652.352,
+16/06/2008,,-30.64,-30.06,,,-24892.704,
+17/06/2008,,-30.77,-30.11,,,-27062.208,
+18/06/2008,,-30.72,-30.13,,,-27638.496,
+19/06/2008,,-30.9,-30.21,,,-28345.248,
+20/06/2008,,-30.71,-30.18,,,-27070.848,
+21/06/2008,,-30.91,-30.24,,,-28073.088,
+22/06/2008,,-30.82,-30.21,,,-26034.912,
+23/06/2008,,-31.04,-30.29,,,-29055.456,
+24/06/2008,,-31.24,-30.4,,,-32988.384,
+25/06/2008,,-31.34,-30.47,,,-31804.704,
+26/06/2008,,-31.44,-30.54,,,-33092.064,
+27/06/2008,,-31.52,-30.61,,,-33190.56,
+28/06/2008,,-31.3,-30.59,,,-28045.44,
+29/06/2008,,-31.32,-30.62,,,-28573.344,
+30/06/2008,,-31.3,-30.6,,,-26560.224,
+01/07/2008,,-31.08,-30.53,,,-23823.072,
+02/07/2008,,-31.48,-30.63,,,-28449.792,
+03/07/2008,,-31.2,-30.56,,,-27274.752,
+04/07/2008,,-31.33,-30.6,,,-29716.416,
+05/07/2008,,-31.31,-30.6,,,-26786.592,
+06/07/2008,,-31.22,-30.59,,,-24979.104,
+07/07/2008,,-31.27,-30.6,,,-25727.328,
+08/07/2008,,-31.35,-30.66,,,-27517.536,
+09/07/2008,,-31.58,-30.75,,,-28213.92,
+10/07/2008,,-31.71,-30.8,,,-30707.424,
+11/07/2008,,-31.77,-30.85,,,-29369.952,
+12/07/2008,,-31.88,-30.91,,,-32477.76,
+13/07/2008,,-31.66,-30.88,,,-26733.024,
+14/07/2008,,-31.57,-30.89,,,-25942.464,
+15/07/2008,,-31.34,-30.81,,,-24330.24,
+16/07/2008,,-31.64,-30.86,,,-27928.8,
+17/07/2008,,-31.71,-30.88,,,-30101.76,
+18/07/2008,,-31.78,-30.92,,,-31097.952,
+19/07/2008,,-31.77,-30.99,,,-30932.928,
+20/07/2008,,-31.88,-31.05,,,-28399.68,
+21/07/2008,,-31.81,-31.03,,,-29062.368,
+22/07/2008,,-32.03,-31.1,,,-29325.888,
+23/07/2008,,-32.07,-31.16,,,-30641.76,
+24/07/2008,,-32.09,-31.19,,,-30926.88,
+25/07/2008,,-32.16,-31.24,,,-31790.88,
+26/07/2008,,-32.25,-31.3,,,-33149.952,
+27/07/2008,,-32.16,-31.32,,,-28665.792,
+28/07/2008,,-31.93,-31.23,,,-26818.56,
+29/07/2008,,-32.11,-31.3,,,-28873.152,
+30/07/2008,,-32.23,-31.39,,,-29655.936,
+31/07/2008,,-32.39,-31.45,,,-32901.12,
+01/08/2008,,-32.46,-31.5,,,-33346.944,
+02/08/2008,,-32.52,-31.58,,,-33247.584,
+03/08/2008,,-32.54,-31.61,,,-32369.76,
+04/08/2008,,-32.61,-31.57,,,-33376.32,
+05/08/2008,,-32.67,-31.62,,,-33694.272,
+06/08/2008,,-32.6,-31.68,,,-33920.64,
+07/08/2008,,-32.61,-31.7,,,-32577.984,
+08/08/2008,,-32.65,-31.73,,,-33472.224,
+09/08/2008,,-32.73,-31.8,,,-34452,
+10/08/2008,,-32.5,-31.78,,,-28296,
+11/08/2008,,-32.6,-31.78,,,-30749.76,
+12/08/2008,,-32.7,-31.83,,,-31856.544,
+13/08/2008,,-32.7,-31.86,,,-31330.368,
+14/08/2008,,-32.85,-31.93,,,-34198.848,
+15/08/2008,,-32.67,-31.87,,,-25627.968,
+16/08/2008,,-32.21,-31.69,,,-22080.384,
+17/08/2008,,-32.22,-31.67,,,-23970.816,
+18/08/2008,,-32.61,-31.8,,,-31675.968,
+19/08/2008,,-32.79,-31.87,,,-34815.744,
+20/08/2008,,-32.71,-31.87,,,-31020.192,
+21/08/2008,,-32.69,-31.89,,,-31041.792,
+22/08/2008,,-32.78,-31.92,,,-33607.872,
+23/08/2008,,-32.86,-31.97,,,-30344.544,
+24/08/2008,,-32.7,-31.93,,,-30071.52,
+25/08/2008,,-32.65,-31.91,,,-30784.32,
+26/08/2008,,-32.77,-31.97,,,-33115.392,
+27/08/2008,,-32.68,-31.94,,,-30355.776,
+28/08/2008,,-32.73,-31.96,,,-32170.176,
+29/08/2008,,-32.81,-32,,,-33910.272,
+30/08/2008,,-32.85,-32.05,,,-34543.584,
+31/08/2008,,-32.87,-32.08,,,-33474.816,
+01/09/2008,,-32.93,-32.11,,,-35783.424,
+02/09/2008,,-32.84,-32.09,,,-35017.056,
+03/09/2008,,-32.88,-32.1,,,-35934.624,
+04/09/2008,,-32.91,-32.13,,,-36384.768,
+05/09/2008,,-33.01,-32.19,,,-37800.864,
+06/09/2008,,-33.02,-32.21,,,-38145.6,
+07/09/2008,,-33.03,-32.23,,,-37615.968,
+08/09/2008,,-33.07,-32.26,,,-37037.088,
+09/09/2008,,-33.09,-32.29,,,-38071.296,
+10/09/2008,,-33.18,-32.31,,,-39316.32,
+11/09/2008,,-33.15,-32.3,,,-37615.968,
+12/09/2008,,-33.1,-32.31,,,-36115.2,
+13/09/2008,,-32.99,-32.26,,,-31982.688,
+14/09/2008,,-32.64,-32.13,,,-27444.96,
+15/09/2008,,-32.64,-32.08,,,-27469.152,
+16/09/2008,,-32.77,-32.09,,,-29394.144,
+17/09/2008,,-32.83,-32.14,,,-32488.128,
+18/09/2008,,-32.89,-32.17,,,-34043.328,
+19/09/2008,,-32.84,-32.13,,,-31881.6,
+20/09/2008,,-32.86,-32.15,,,-34648.128,
+21/09/2008,,-32.88,-32.15,,,-34635.168,
+22/09/2008,,-32.94,-32.16,,,-34681.824,
+23/09/2008,,-33.01,-32.21,,,-36050.4,
+24/09/2008,,-33.03,-32.24,,,-35295.264,
+25/09/2008,,-33.07,-32.27,,,-34872.768,
+26/09/2008,,-33.04,-32.29,,,-35011.872,
+27/09/2008,,-33.01,-32.27,,,-35394.624,
+28/09/2008,,-32.87,-32.24,,,-34338.816,
+29/09/2008,,-32.95,-32.25,,,-34605.792,
+30/09/2008,,-33.1,-32.31,,,-36114.336,
+01/10/2008,,-33.06,-32.31,,,-36227.52,
+02/10/2008,,-33.06,-32.3,,,-36169.632,
+03/10/2008,,-33.12,-32.34,,,-35462.016,
+04/10/2008,,-33.12,-32.36,,,-35721.216,
+05/10/2008,,-33.09,-32.36,,,-34242.048,
+06/10/2008,,-33.16,-32.37,,,-35497.44,
+07/10/2008,,-33.21,-32.4,,,-36232.704,
+08/10/2008,,-33.21,-32.4,,,-36571.392,
+09/10/2008,,-33.23,-32.46,,,-37238.4,
+10/10/2008,,-33.27,-32.48,,,-37373.184,
+11/10/2008,,-33.33,-32.51,,,-39120.192,
+12/10/2008,,-33.27,-32.48,,,-36522.144,
+13/10/2008,,-33.32,-32.5,,,-37215.072,
+14/10/2008,,-33.28,-32.5,,,-36321.696,
+15/10/2008,,-33.28,-32.51,,,-35209.728,
+16/10/2008,,-33.25,-32.52,,,-34768.224,
+17/10/2008,,-33.21,-32.5,,,-35144.064,
+18/10/2008,,-33.27,-32.55,,,-35696.16,
+19/10/2008,,-33.22,-32.53,,,-34178.976,
+20/10/2008,,-33.26,-32.51,,,-33470.496,
+21/10/2008,,-33.31,-32.53,,,-35461.152,
+22/10/2008,,-33.26,-32.53,,,-35449.92,
+23/10/2008,,-33.39,-32.59,,,-36971.424,
+24/10/2008,,-33.32,-32.56,,,-34941.024,
+25/10/2008,,-33.4,-32.6,,,-36771.84,
+26/10/2008,,-33.39,-32.59,,,-35795.52,
+27/10/2008,,-33.35,-32.56,,,-34356.096,
+28/10/2008,,-33.37,-32.57,,,-35744.544,
+29/10/2008,,-33.38,-32.61,,,-35151.84,
+30/10/2008,,-33.43,-32.64,,,-36294.912,
+31/10/2008,,-33.39,-32.64,,,-34725.888,
+01/11/2008,,-33.4,-32.64,,,-36998.208,
+02/11/2008,,-33.35,-32.63,,,-33129.216,
+03/11/2008,,-33.37,-32.64,,,-34745.76,
+04/11/2008,,-33.41,-32.64,,,-34546.176,
+05/11/2008,,-33.33,-32.62,,,-33171.552,
+06/11/2008,,-33.32,-32.61,,,-32041.44,
+07/11/2008,,-33.28,-32.59,,,-31532.544,
+08/11/2008,,-33.27,-32.59,,,-31594.752,
+09/11/2008,,-33.27,-32.58,,,-29936.736,
+10/11/2008,,-33.2,-32.56,,,-30184.704,
+11/11/2008,,-33.43,-32.75,,,-31814.208,
+12/11/2008,,-33.49,-32.83,,,-32379.264,
+13/11/2008,,-33.5,-32.82,,,-31407.264,
+14/11/2008,,-33.54,-32.87,,,-33414.336,
+15/11/2008,,-33.59,-32.88,,,-35201.952,
+16/11/2008,,-33.41,-32.78,,,-30585.6,
+17/11/2008,,-33.47,-32.81,,,-33722.784,
+18/11/2008,,-33.51,-32.77,,,-30135.456,
+19/11/2008,,-33.47,-32.81,,,-30819.744,
+20/11/2008,,-33.44,-32.8,,,-32549.472,
+21/11/2008,,-33.36,-32.71,,,-30494.016,
+22/11/2008,,-33.48,-32.75,,,-32819.904,
+23/11/2008,,-33.48,-32.87,,,-29402.784,
+24/11/2008,,-33.48,-32.82,,,-31793.472,
+25/11/2008,,-33.48,-32.84,,,-31554.144,
+26/11/2008,,-33.54,-32.86,,,-32754.24,
+27/11/2008,,-33.5,-32.85,,,-32950.368,
+28/11/2008,,-33.5,-32.76,,,-32695.488,
+29/11/2008,,-33.49,-32.8,,,-31761.504,
+30/11/2008,,-33.45,-32.81,,,-31731.264,
+01/12/2008,,-33.52,-32.84,,,-34202.304,
+02/12/2008,,-33.53,-32.85,,,-32944.32,
+03/12/2008,,-33.39,-32.78,,,-29384.64,
+04/12/2008,,-33.35,-32.74,,,-29312.064,
+05/12/2008,,-33.31,-32.69,,,-28052.352,
+06/12/2008,,-33.41,-32.73,,,-31613.76,
+07/12/2008,,-33.42,-32.76,,,-30264.192,
+08/12/2008,,-33.4,-32.75,,,-29741.472,
+09/12/2008,,-33.33,-32.68,,,-28501.632,
+10/12/2008,,-33.22,-32.56,,,-28684.8,
+11/12/2008,,-33.22,-32.54,,,-28071.36,
+12/12/2008,,-33.25,-32.55,,,-31095.36,
+13/12/2008,,-33.42,-32.59,,,-36477.216,
+14/12/2008,,-33.28,-32.43,,,-32159.808,
+15/12/2008,,-33.21,-32.38,,,-28930.176,
+16/12/2008,,-33.14,-32.28,,,-27487.296,
+17/12/2008,,-33.05,-32.16,,,-28025.568,
+18/12/2008,,-33.1,-32.18,,,-29455.488,
+19/12/2008,,-33.06,-32.11,,,-31233.6,
+20/12/2008,,-33.02,-32.05,,,-30033.504,
+21/12/2008,,-32.92,-31.96,,,-28526.688,
+22/12/2008,,-32.84,-31.87,,,-26397.792,
+23/12/2008,,-32.83,-31.86,,,-28341.792,
+24/12/2008,,-32.78,-31.77,,,-29080.512,
+25/12/2008,,-32.46,-31.59,,,-23490.432,
+26/12/2008,,-32.28,-31.51,,,-22966.848,
+27/12/2008,,-32.48,-31.5,,,-27844.992,
+28/12/2008,,-32.24,-31.41,,,-25792.992,
+29/12/2008,,-32.23,-31.37,,,-27260.928,
+30/12/2008,,-32.25,-31.39,,,-29258.496,
+31/12/2008,,-32.25,-31.33,,,-29832.192,
+01/01/2009,0,-31.96,-31.14,5.2,4.9,-24530.688,2.4
+02/01/2009,0,-32.03,-31.11,2.3,2.5,-28785.888,2.5
+03/01/2009,0,-31.97,-31.07,4.4,3.9,-25766.208,2.4
+04/01/2009,0,-31.91,-31.05,0.8,0.8,-27919.296,2.4
+05/01/2009,0,-31.94,-31.01,-1.9,-2.1,-29854.656,2.3
+06/01/2009,0,-31.89,-31,-0.7,-0.7,-29124.576,2.3
+07/01/2009,0,-31.91,-30.96,1.5,-0.3,-31173.12,2.3
+08/01/2009,0,-31.83,-30.94,4.3,6.6,-30232.224,2.4
+09/01/2009,0.9,-31.8,-30.93,4.9,4.8,-30597.696,2.3
+10/01/2009,0.0,-31.76,-30.87,1.9,4.2,-31337.28,2.3
+11/01/2009,0.0,-31.7,-30.83,3.4,4.5,-29845.152,2.3
+12/01/2009,0.0,-31.57,-30.74,3.3,3.9,-28745.28,2.3
+13/01/2009,1.1,-31.54,-30.63,6,6.3,-28932.768,2.3
+14/01/2009,0.0,-31.44,-30.55,8.2,8.1,-28600.128,2.3
+15/01/2009,0.0,-31.26,-30.57,7.8,7.1,-24973.056,2.3
+16/01/2009,0.0,-31.5,-30.61,5.1,5.3,-31388.256,2.3
+17/01/2009,0.0,-31.61,-30.68,1.6,1.6,-30941.568,2.3
+18/01/2009,0.1,-31.15,-30.41,6.4,6.4,-23043.744,2.3
+19/01/2009,0.1,-30.95,-30.28,10.3,10.3,-21658.752,2.3
+20/01/2009,0.0,-30.93,-30.21,12.1,12,-23793.696,2.3
+21/01/2009,0.0,-30.89,-30.18,9.4,9,-22443.264,2.3
+22/01/2009,0.0,-30.81,-30.15,7.7,7.6,-22976.352,2.3
+23/01/2009,0.0,-30.75,-30.08,6,5.6,-23939.712,2.3
+24/01/2009,0.0,-30.71,-29.97,8.3,7.7,-24362.208,2.4
+25/01/2009,4.1,-30.72,-30.04,6.3,6.6,-23709.888,2.6
+26/01/2009,0.0,-30.51,-29.97,3.8,0,-22446.72,2.6
+27/01/2009,0.0,-30.57,-29.96,5.8,8.1,-24992.064,2.7
+28/01/2009,0.0,-30.52,-29.96,5.6,4.8,-24554.016,2.6
+29/01/2009,0.0,-30.52,-29.93,4.6,4.5,-24059.808,2.6
+30/01/2009,0.0,-30.49,-29.93,6.5,5.9,-26126.496,2.5
+31/01/2009,0.0,-30.49,-29.86,3,3.4,-26694.144,2.5
+01/02/2009,0.0,-30.29,-29.74,3.8,4.1,-22536.576,2.5
+02/02/2009,0.0,-30.32,-29.71,4.7,5.1,-25226.208,2.4
+03/02/2009,2.9,-30.4,-29.71,9.1,9.1,-28696.032,2.5
+04/02/2009,7.0,-30.21,-29.65,8.7,8.3,-23134.464,2.5
+05/02/2009,0.1,-30.28,-29.67,11.4,10.9,-26933.472,2.5
+06/02/2009,0.0,-30.15,-29.54,10.5,10.1,-25482.816,2.8
+07/02/2009,0.0,-30.11,-29.5,9.3,8.9,-25976.16,2.8
+08/02/2009,0.4,-30.01,-29.48,7,6.7,-24349.248,2.9
+09/02/2009,0.0,-30.05,-29.55,6.3,5.7,-23284.8,2.8
+10/02/2009,0.0,-30.02,-29.46,7.5,6.7,-24525.504,2.7
+11/02/2009,2.8,-30.1,-29.46,5.8,5.6,-26733.888,2.8
+12/02/2009,0.0,-29.97,-29.45,3.4,3.3,-24623.136,2.7
+13/02/2009,0.0,-30.05,-29.45,1.8,1.7,-25828.416,2.7
+14/02/2009,0.0,-30.02,-29.43,0.7,1.1,-27366.336,2.6
+15/02/2009,0.0,-29.97,-29.44,1.7,1.5,-25472.448,2.6
+16/02/2009,0.0,-29.94,-29.4,0.2,-0.1,-27247.968,2.5
+17/02/2009,0.0,-29.77,-29.24,1.2,0.9,-23438.592,2.5
+18/02/2009,0.8,-29.79,-29.22,1.6,1.5,-24115.968,2.5
+19/02/2009,0.0,-29.75,-29.22,1.1,0.6,-25417.152,2.5
+20/02/2009,0.0,-29.77,-29.21,3.1,2.6,-25172.64,2.4
+21/02/2009,0.0,-29.79,-29.18,3.9,3.3,-27870.912,2.4
+22/02/2009,0.0,-29.64,-29.11,3.4,2.6,-24046.848,2.4
+23/02/2009,0.0,-29.58,-29.02,4.9,4.3,-25412.832,2.4
+24/02/2009,0.0,-29.56,-29.01,6.6,6.3,-24579.936,2.4
+25/02/2009,0.0,-29.56,-29.03,5,4.7,-23942.304,2.4
+26/02/2009,0.0,-29.52,-28.98,4.9,4.4,-26788.32,2.4
+27/02/2009,0.0,-29.53,-28.95,8.4,7.5,-29515.968,2.4
+28/02/2009,0.0,-29.56,-28.99,7.5,6.8,-30233.952,2.3
+01/03/2009,0.0,-29.42,-28.91,7.2,6.8,-26669.088,2.4
+02/03/2009,0.0,-29.42,-28.85,8.9,8.6,-27629.856,2.4
+03/03/2009,3.4,-29.42,-28.85,10.1,9.4,-29295.648,2.4
+04/03/2009,6.5,-29.21,-28.71,10,9.5,-26548.128,2.5
+05/03/2009,9.0,-29.22,-28.58,7.3,6.8,-28717.632,2.3
+06/03/2009,0.0,-29.26,-28.65,7.5,7.1,-29323.296,2.2
+07/03/2009,0.0,-29.36,-28.76,9.4,9.1,-30612.384,2.6
+08/03/2009,0.0,-29.3,-28.77,9.3,8.6,-28054.08,2.8
+09/03/2009,0.5,-29.22,-28.71,9.7,9,-27016.416,2.5
+10/03/2009,0.0,-29.24,-28.71,7.3,6.9,-27849.312,2.3
+11/03/2009,2.7,-29.22,-28.68,9.4,8.8,-29914.272,2.2
+12/03/2009,0.0,-29.28,-28.72,8,7.4,-31067.712,2.8
+13/03/2009,0.0,-29.23,-28.68,8.1,6.7,-30997.728,2.5
+14/03/2009,0.0,-29.2,-28.65,10.3,9.5,-30297.024,2.5
+15/03/2009,0.0,-29.07,-28.57,11.5,10.6,-25712.64,2.5
+16/03/2009,0.0,-29.16,-28.61,12.2,11.8,-30144.96,2.4
+17/03/2009,0.0,-29.15,-28.61,10.1,10.7,-30499.2,2.4
+18/03/2009,0.0,-29.12,-28.54,10.8,10,-31408.128,2.4
+19/03/2009,2.5,-28.98,-28.43,7.9,7.4,-28215.648,2.4
+20/03/2009,0.9,-28.95,-28.4,4.7,4.2,-26127.36,2.4
+21/03/2009,0.0,-28.89,-28.36,2.6,2.9,-26831.52,2.5
+22/03/2009,0.0,-28.85,-28.32,5.9,5.7,-26683.776,2.6
+23/03/2009,0.0,-28.8,-28.27,7.4,6.6,-28810.944,2.6
+24/03/2009,0.0,-28.69,-28.15,8.8,8.4,-25915.68,2.7
+25/03/2009,0.0,-28.75,-28.21,8,7.3,-28555.2,2.7
+26/03/2009,0.0,-28.77,-28.24,9.6,8.4,-28340.928,2.5
+27/03/2009,0.0,-28.75,-28.24,9.1,8.2,-29128.896,2.5
+28/03/2009,0.8,-28.7,-28.17,10.9,10.2,-28799.712,2.4
+29/03/2009,0.0,-28.5,-28.03,14.9,14,-24510.816,2.5
+30/03/2009,0.2,-28.58,-28.12,16.7,16.1,-28012.608,2.7
+31/03/2009,7.7,-28.58,-28.09,13.3,13.5,-27930.528,2.6
+01/04/2009,0.0,-28.52,-28.03,13.6,13.3,-27028.512,2.6
+02/04/2009,0.0,-28.61,-28.1,13,12.3,-29776.896,2.7
+03/04/2009,0.4,-28.6,-28.09,12.9,12.3,-28683.072,2.6
+04/04/2009,0.6,-28.59,-28.08,12.6,12.4,-29952.288,2.6
+05/04/2009,0.0,-28.52,-28.03,13.6,13.4,-27659.232,2.6
+06/04/2009,0.0,-28.47,-27.98,14.9,14.2,-27998.784,2.5
+07/04/2009,0.0,-28.43,-27.97,14.1,13.3,-28618.272,2.5
+08/04/2009,0.0,-28.47,-27.98,14.5,13.4,-30295.296,2.5
+09/04/2009,0.2,-28.46,-27.97,14.3,13.9,-30932.928,2.4
+10/04/2009,0.0,-28.41,-27.9,14.3,13.8,-29541.888,2.4
+11/04/2009,0.0,-28.33,-27.86,14.4,13.6,-28015.2,2.4
+12/04/2009,0.0,-28.26,-27.76,14.9,14.2,-24519.456,2.4
+13/04/2009,0.0,-27.89,-27.58,15.5,14.9,-21733.92,2.4
+14/04/2009,0.0,-28.08,-27.65,14.9,14.3,-26240.544,2.3
+15/04/2009,0.0,-28.29,-27.77,15,14.1,-30187.296,2.3
+16/04/2009,0.0,-28.26,-27.76,14.7,13.9,-29819.232,2.3
+17/04/2009,0.0,-28.21,-27.72,14.7,14,-29836.512,2.3
+18/04/2009,0.1,-28.27,-27.74,12.6,11.8,-31252.608,2.3
+19/04/2009,6.9,-28.08,-27.62,12.4,12.1,-24743.232,2.3
+20/04/2009,1.1,-28.06,-27.59,12.4,12,-25403.328,2.4
+21/04/2009,0.0,-28.07,-27.56,14,13.6,-27472.608,2.3
+22/04/2009,0.0,-28.03,-27.52,15,14.6,-26897.184,2.3
+23/04/2009,0.0,-28.1,-27.57,13.6,13,-30822.336,2.3
+24/04/2009,0.0,-28.12,-27.6,12.7,12.7,-30300.48,2.3
+25/04/2009,0.0,-28.1,-27.59,15.6,15.2,-30324.672,2.3
+26/04/2009,0.0,-28.02,-27.53,14.3,14,-26855.712,2.3
+27/04/2009,0.0,-27.91,-27.38,15.1,14.9,-27971.136,2.3
+28/04/2009,4.1,-27.91,-27.39,12.6,11.9,-27294.624,2.3
+29/04/2009,0.0,-27.94,-27.4,11.4,10.3,-28594.944,2.4
+30/04/2009,2.9,-27.86,-27.37,10.6,10.1,-26257.824,2.5
+01/05/2009,0.0,-27.89,-27.39,14.3,13.7,-27604.8,2.3
+02/05/2009,0.0,-27.93,-27.42,15.9,15.6,-29345.76,2.3
+03/05/2009,0.0,-27.82,-27.38,14,13.2,-26222.4,2.3
+04/05/2009,0.0,-27.85,-27.34,15.3,14.7,-29250.72,2.3
+05/05/2009,0.0,-27.88,-27.36,16,15.5,-29217.888,2.2
+06/05/2009,0.0,-27.92,-27.39,15.6,14.7,-30221.856,2.2
+07/05/2009,0.0,-27.98,-27.42,17.8,16.7,-32306.688,2.2
+08/05/2009,0.0,-27.94,-27.41,18.2,17.2,-30468.096,2.1
+09/05/2009,0.0,-28.01,-27.45,18.6,17.5,-32845.824,2.1
+10/05/2009,0.0,-27.98,-27.43,18.6,17.4,-31584.384,2.1
+11/05/2009,0.0,-27.95,-27.41,19.3,18,-30571.776,2.1
+12/05/2009,0.0,-28.03,-27.44,19.4,18.2,-33529.248,2.1
+13/05/2009,0.0,-28.05,-27.45,20.5,19,-33517.152,2.1
+14/05/2009,0.0,-28.02,-27.43,19.8,18.1,-33538.752,2.1
+15/05/2009,0.0,-27.98,-27.39,18.6,17.8,-32187.456,2.1
+16/05/2009,0.0,-27.99,-27.39,20.8,20.6,-32825.952,2.1
+17/05/2009,0.0,-28.01,-27.46,21.9,21.4,-32625.504,2.1
+18/05/2009,0.0,-28.07,-27.48,22.7,21.6,-34062.336,2.1
+19/05/2009,0.0,-28.12,-27.53,22.5,21.1,-35875.008,2.1
+20/05/2009,0.0,-28.16,-27.56,22,21.2,-36088.416,2.1
+21/05/2009,0.0,-28.2,-27.58,23.1,22.2,-34791.552,2
+22/05/2009,0.0,-28.19,-27.57,24.1,22.6,-34419.168,2.1
+23/05/2009,0.0,-28.26,-27.61,23.7,22.4,-36648.288,2
+24/05/2009,0.0,-28.21,-27.62,24.8,23.5,-34067.52,2
+25/05/2009,0.0,-28.25,-27.62,26,24.8,-36078.048,2
+26/05/2009,0.0,-28.28,-27.63,25.6,24.2,-37336.032,2
+27/05/2009,0.0,-28.35,-27.68,22.5,21.1,-36837.504,2.1
+28/05/2009,0.0,-28.03,-27.57,19.7,18.4,-27638.496,2
+29/05/2009,0.0,-28.12,-27.53,19.2,18.2,-31344.192,2
+30/05/2009,0.3,-28.01,-27.47,17.7,17.4,-28662.336,2
+31/05/2009,28.3,-27.94,-27.41,15.9,15.2,-26092.8,2.1
+01/06/2009,0.0,-27.71,-27.21,15.2,14.8,-25255.584,2.1
+02/06/2009,0.0,-27.95,-27.28,16.6,16.1,-31354.56,2.1
+03/06/2009,0.0,-27.99,-27.37,19.1,18,-33581.088,2.1
+04/06/2009,0.0,-28,-27.38,20.5,19.2,-33457.536,2.1
+05/06/2009,0.0,-28.04,-27.41,21.6,20.5,-33308.928,2.1
+06/06/2009,0.0,-27.97,-27.36,22.5,21.4,-31509.216,2.1
+07/06/2009,0.0,-27.89,-27.33,19.7,19,-27584.928,2.1
+08/06/2009,0.0,-27.95,-27.34,20.2,18.9,-32270.4,2.1
+09/06/2009,0.0,-28.09,-27.44,20.4,18.8,-35788.608,2.1
+10/06/2009,0.0,-28.13,-27.48,21.1,20.1,-34417.44,2.1
+11/06/2009,0.0,-28.19,-27.53,21.7,20.1,-34823.52,2.1
+12/06/2009,0.0,-28.24,-27.55,23,21.9,-35604.576,2
+13/06/2009,0.0,-28.33,-27.62,25,23.7,-35769.6,2
+14/06/2009,0.0,-28.39,-27.69,25.7,24.4,-34889.184,2
+15/06/2009,0.0,-28.38,-27.7,25.7,24.3,-32884.704,2
+16/06/2009,0.0,-28.45,-27.73,25.3,23.4,-35172.576,2
+17/06/2009,0.0,-28.47,-27.77,24,23.1,-34560,2
+18/06/2009,0.0,-28.43,-27.73,24.6,24.5,-34406.208,2
+19/06/2009,0.0,-28.42,-27.72,25.6,24.4,-34634.304,2
+20/06/2009,0.3,-28.42,-27.69,22.1,20.9,-34755.264,2
+21/06/2009,0.0,-28.04,-27.53,19.1,18.5,-27006.912,2
+22/06/2009,0.0,-28.29,-27.59,16.9,16.7,-31282.848,2
+23/06/2009,0.0,-28.3,-27.59,16.1,15.9,-29637.792,2
+24/06/2009,0.0,-28.25,-27.57,18.6,18.2,-29886.624,2
+25/06/2009,0.0,-28.36,-27.65,21,20.2,-30101.76,2
+26/06/2009,0.0,-28.37,-27.68,20,19.1,-30630.528,2.1
+27/06/2009,0.0,-28.09,-27.52,18.3,17.7,-26386.56,2.1
+28/06/2009,0.0,-27.75,-27.32,20.9,20,-21718.368,2.1
+29/06/2009,0.0,-28.01,-27.44,22.4,21.6,-25818.912,2.1
+30/06/2009,0.0,-28.12,-27.44,23.2,22.8,-26946.432,2.1
+01/07/2009,0.0,-28.21,-27.5,23.4,22.9,-30447.36,2.1
+02/07/2009,0.0,-28.18,-27.53,21.9,21.3,-29782.08,2.1
+03/07/2009,0.0,-27.96,-27.4,23.4,22.9,-27918.432,2.1
+04/07/2009,0.0,-27.99,-27.39,23.8,22.8,-28571.616,2.1
+05/07/2009,0.5,-27.82,-27.32,22.5,21.8,-27768.096,2.1
+06/07/2009,0.0,-27.69,-27.24,23.9,23.1,-29214.432,2.1
+07/07/2009,0.0,-28,-27.34,25.6,24.7,-34172.064,2.1
+08/07/2009,0.0,-28.08,-27.42,25,24.1,-35798.112,2.2
+09/07/2009,0.0,-27.81,-27.36,23.1,21.6,-27018.144,2.4
+10/07/2009,0.0,-28.06,-27.43,22.8,21.6,-31210.272,2.4
+11/07/2009,0.0,-28.11,-27.48,21.3,20.7,-30891.456,2.3
+12/07/2009,0.0,-28.11,-27.5,22.8,22,-30033.504,2.2
+13/07/2009,0.0,-28.19,-27.54,25.2,23.5,-32832,2
+14/07/2009,0.0,-28.37,-27.66,27.1,25.6,-35405.856,2
+15/07/2009,0.0,-28.44,-27.72,27.3,25.9,-34732.8,2
+16/07/2009,0.0,-28.51,-27.79,28.2,26.9,-36070.272,2
+17/07/2009,0.0,-28.54,-27.81,28.3,27.1,-36928.224,2
+18/07/2009,1.3,-28.44,-27.77,23.3,22.5,-33789.312,2
+19/07/2009,0.0,-28.22,-27.67,23,21.7,-26523.936,2
+20/07/2009,0.0,-28.32,-27.76,24,22.3,-30224.448,2
+21/07/2009,0.0,-28.56,-27.85,24.1,22.7,-33954.336,2
+22/07/2009,0.0,-28.57,-27.89,26.7,25,-32545.152,2
+23/07/2009,0.0,-28.72,-27.96,28.4,26.8,-35135.424,2
+24/07/2009,0.0,-28.84,-28.03,31.1,29.8,-37614.24,2
+25/07/2009,0.0,-28.92,-28.11,27.7,26.4,-35068.032,2
+26/07/2009,0.0,-28.76,-28.07,26.1,25.7,-28933.632,2
+27/07/2009,0.0,-28.77,-28.05,26.5,25.7,-29835.648,1.9
+28/07/2009,0.0,-28.9,-28.12,27.4,25.6,-34833.888,1.9
+29/07/2009,0.0,-29.01,-28.19,26.9,26.1,-33927.552,1.9
+30/07/2009,0.0,-28.97,-28.21,28.1,27,-31152.384,1.9
+31/07/2009,0.0,-29.07,-28.26,28.3,27.1,-32915.808,2
+01/08/2009,0.0,-29.12,-28.3,28,26.5,-33610.464,2
+02/08/2009,0.0,-29.01,-28.29,27.2,25.7,-30353.184,2
+03/08/2009,3.4,-28.88,-28.23,21.6,20.8,-27946.944,2
+04/08/2009,43.7,-28.3,-28,21,20.6,-23658.048,2.1
+05/08/2009,0.0,-28.54,-28.01,22.7,22.3,-27252.288,2
+06/08/2009,0.0,-28.6,-27.97,23.9,23.4,-26917.92,2.1
+07/08/2009,0.0,-28.66,-28.02,24.9,24.5,-29763.072,2.1
+08/08/2009,0.0,-28.71,-28.03,25.2,25.2,-29871.072,2
+09/08/2009,0.1,-28.48,-28.03,23.9,23.1,-25907.04,2
+10/08/2009,0.0,-28.39,-27.96,23.9,23.2,-27028.512,2
+11/08/2009,0.0,-28.31,-27.9,25.1,24.5,-26040.096,2
+12/08/2009,0.0,-28.4,-27.92,25.6,25.1,-28872.288,2.1
+13/08/2009,0.0,-28.6,-28,25.2,24.4,-30657.312,2.2
+14/08/2009,0.0,-28.63,-28.04,25.9,25.4,-31202.496,2.1
+15/08/2009,0.0,-28.47,-28.03,27,26.3,-28127.52,2
+16/08/2009,0.0,-28.51,-28.01,27.7,26.7,-29150.496,2.1
+17/08/2009,0.0,-28.64,-28.06,25.9,24.8,-31790.016,2.2
+18/08/2009,0.0,-28.77,-28.17,26.8,26.6,-31699.296,2.2
+19/08/2009,0.0,-28.88,-28.21,27.3,27,-31979.232,2.1
+20/08/2009,0.0,-29.04,-28.25,27.6,27,-34706.88,2
+21/08/2009,0.0,-29.15,-28.32,28.1,27.1,-35823.168,2
+22/08/2009,0.0,-29.19,-28.36,28,27,-37257.408,2
+23/08/2009,0.0,-29.26,-28.42,26.5,25.8,-38312.352,2
+24/08/2009,0.0,-29.29,-28.43,26.2,26.3,-37975.392,2
+25/08/2009,0.0,-29.19,-28.38,26.1,25.4,-38477.376,2
+26/08/2009,0.0,-29.19,-28.41,27.5,26.8,-35919.936,2
+27/08/2009,0.0,-29.17,-28.41,26.8,26.2,-35485.344,2
+28/08/2009,0.0,-29.08,-28.35,27.1,26.3,-32427.648,2
+29/08/2009,0.0,-29.02,-28.32,26.6,25.4,-33238.944,2
+30/08/2009,0.0,-28.88,-28.3,24.9,24.3,-30521.664,2
+31/08/2009,0.0,-29.04,-28.32,25,25.1,-34213.536,2
+01/09/2009,0.0,-29.18,-28.42,26.1,25.6,-36434.88,2
+02/09/2009,0.0,-29.2,-28.43,26.5,25.6,-36428.832,2
+03/09/2009,0.0,-29.15,-28.42,26.2,25.5,-35246.016,2
+04/09/2009,0.0,-29.17,-28.42,26.9,26.2,-34475.328,2
+05/09/2009,0.0,-29.18,-28.44,25,25,-34810.56,2
+06/09/2009,0.0,-29.11,-28.44,21.5,21.3,-30799.008,2
+07/09/2009,0.0,-29.05,-28.41,19.7,19.4,-31395.168,2
+08/09/2009,0.0,-29.2,-28.45,19.9,19.6,-33964.704,2
+09/09/2009,0.0,-29.19,-28.45,20.2,19.7,-33697.728,2
+10/09/2009,0.0,-29.22,-28.47,18.9,18.8,-34410.528,2
+11/09/2009,0.0,-29.19,-28.45,20.5,20,-33999.264,2
+12/09/2009,0.0,-29.2,-28.45,20.6,20.2,-34445.952,2
+13/09/2009,0.0,-29,-28.39,19.7,19.3,-30416.256,2
+14/09/2009,0.0,-29.13,-28.39,18.7,17.5,-32690.304,2
+15/09/2009,0.0,-29.07,-28.43,18.8,18.3,-34436.448,2
+16/09/2009,0.0,-28.86,-28.33,20.2,19.8,-30934.656,2
+17/09/2009,0.0,-28.81,-28.32,19.9,19.6,-31421.952,2
+18/09/2009,0.0,-28.83,-28.34,19.5,18.8,-31551.552,2
+19/09/2009,0.4,-29.02,-28.38,20,19.6,-34141.824,2
+20/09/2009,13.2,-28.98,-28.42,18.5,18.3,-32908.896,2.1
+21/09/2009,0.0,-28.73,-28.3,19.6,19.3,-29136.672,2
+22/09/2009,0.0,-28.9,-28.35,21.6,21.1,-31655.232,2
+23/09/2009,0.0,-28.97,-28.38,19.8,20.3,-32765.472,2
+24/09/2009,0.0,-28.99,-28.37,20,21.1,-34190.208,2
+25/09/2009,0.0,-29.27,-28.48,21.5,20.7,-37068.192,2
+26/09/2009,0.0,-29.34,-28.56,21.5,21.4,-36998.208,2
+27/09/2009,0.0,-29.3,-28.57,20.7,21.8,-35356.608,2
+28/09/2009,0.0,-29.32,-28.58,20.4,20.4,-35594.208,2.1
+29/09/2009,0.0,-29.34,-28.6,19.9,19,-35855.136,1.9
+30/09/2009,0.0,-29.36,-28.61,19.5,18.5,-36109.152,1.9
+01/10/2009,0.0,-29.33,-28.61,19,18,-36187.776,1.9
+02/10/2009,0.0,-29.35,-28.57,18.7,18.3,-36263.808,1.9
+03/10/2009,0.0,-29.44,-28.66,18,17.5,-36478.944,1.9
+04/10/2009,0.0,-29.37,-28.66,17.1,16.7,-35506.944,1.9
+05/10/2009,0.0,-29.24,-28.67,19.5,18.7,-35087.04,1.9
+06/10/2009,0.0,-29.46,-28.74,19.2,18.4,-36681.984,1.9
+07/10/2009,0.0,-29.48,-28.74,19.3,18.6,-37385.28,1.9
+08/10/2009,0.0,-29.51,-28.75,19.6,19,-37374.912,1.9
+09/10/2009,0.0,-29.52,-28.76,20.6,20.1,-38091.168,1.9
+10/10/2009,0.0,-29.43,-28.72,18.5,17.9,-34591.968,2
+11/10/2009,0.1,-29.28,-28.66,18.3,18.1,-33645.024,2
+12/10/2009,10.6,-29.31,-28.61,13.8,13.2,-33960.384,2
+13/10/2009,0.0,-29.32,-28.7,10.7,10.7,-32513.184,2
+14/10/2009,0.0,-29.28,-28.69,8.8,8.4,-31650.048,2
+15/10/2009,0.0,-29.31,-28.67,7.4,8.6,-33220.8,1.9
+16/10/2009,0.0,-29.4,-28.73,9,9,-35017.056,1.9
+17/10/2009,0.0,-29.42,-28.73,8.7,8.7,-36504.864,1.9
+18/10/2009,0.0,-29.38,-28.71,10.2,10.3,-34008.768,1.9
+19/10/2009,0.0,-29.37,-28.74,8.7,8.5,-34739.712,1.9
+20/10/2009,0.0,-29.46,-28.75,7.4,7.2,-35222.688,1.9
+21/10/2009,0.0,-29.37,-28.73,12.5,12.1,-33907.68,1.9
+22/10/2009,0.0,-29.24,-28.65,15.6,15,-33602.688,2
+23/10/2009,0.0,-29.36,-28.67,13.3,13.8,-33815.232,2
+24/10/2009,0.0,-29.56,-28.77,13.7,13.5,-35671.968,2
+25/10/2009,0.0,-29.7,-28.9,14.3,14.6,-37029.312,2
+26/10/2009,0.0,-29.61,-28.9,13,13.8,-35036.064,2
+27/10/2009,0.0,-29.69,-28.96,13,13,-36735.552,2
+28/10/2009,0.0,-29.68,-28.94,12.9,13.4,-36198.144,2
+29/10/2009,0.0,-29.72,-28.98,10.5,10.5,-36804.672,1.9
+30/10/2009,0.0,-29.76,-29.01,11.3,11.5,-37310.112,2
+31/10/2009,0.0,-29.79,-29.03,9.8,9.3,-37404.288,2
+01/11/2009,0.0,-29.66,-28.98,7.5,7.1,-34892.64,2
+02/11/2009,0.0,-29.6,-28.89,7,6.5,-33908.544,2
+03/11/2009,0.0,-29.59,-28.82,10,9.6,-35786.016,2
+04/11/2009,7.1,-29.68,-28.93,8.9,8.5,-37169.28,2
+05/11/2009,0.1,-29.76,-28.99,11.2,10.9,-37692,2
+06/11/2009,0.0,-29.69,-28.98,9.9,9.6,-35909.568,2
+07/11/2009,0.0,-29.75,-29.03,9.7,9.5,-37268.64,2
+08/11/2009,10.8,-29.7,-28.97,8.7,8.2,-36380.448,2
+09/11/2009,4.4,-29.61,-28.99,9.5,9.6,-34445.088,2.1
+10/11/2009,0.0,-29.62,-28.98,8.9,9.2,-33810.048,2.1
+11/11/2009,0.0,-29.71,-29.04,7.7,7.9,-35766.144,2
+12/11/2009,0.0,-29.74,-29.1,5.9,5.7,-34731.072,2
+13/11/2009,0.0,-29.67,-29.08,6.9,6.8,-32858.784,2
+14/11/2009,0.0,-29.65,-29.03,10.4,10.2,-33280.416,2
+15/11/2009,0.0,-29.57,-28.97,13,12.5,-31205.952,2
+16/11/2009,0.0,-29.59,-28.96,13.5,13,-32047.488,2
+17/11/2009,0.0,-29.61,-28.98,12,12,-32050.944,2
+18/11/2009,0.0,-29.7,-29.05,9.8,10.3,-33141.312,2
+19/11/2009,0.0,-29.73,-29.07,9,9.6,-33681.312,2
+20/11/2009,0.0,-29.83,-29.12,9,9.4,-34930.656,2
+21/11/2009,0.0,-29.84,-29.11,8.2,8.7,-34130.592,2
+22/11/2009,0.0,-29.81,-29.09,6.5,6.2,-32762.88,2
+23/11/2009,0.0,-29.88,-29.11,11.9,11.6,-32515.776,2
+24/11/2009,0.0,-29.9,-29.13,11.4,10.8,-33146.496,2
+25/11/2009,0.1,-29.87,-29.15,7,6.8,-33603.552,2
+26/11/2009,0.0,-29.85,-29.12,10.4,10.5,-33071.328,1.9
+27/11/2009,0.0,-29.84,-29.1,10.9,10.5,-33219.072,2
+28/11/2009,12.8,-29.87,-29.13,11.1,11,-33843.744,2.1
+29/11/2009,0.0,-29.84,-29.11,9.5,9.8,-33837.696,2.2
+30/11/2009,7.5,-29.83,-29.06,13.9,13.6,-33449.76,2.1
+01/12/2009,0.0,-29.9,-29.14,8.9,8.8,-33773.76,2.3
+02/12/2009,0.0,-29.95,-29.22,4.4,4.2,-33702.048,2.2
+03/12/2009,0.1,-29.97,-29.21,2.4,1.8,-32612.544,2.2
+04/12/2009,14.3,-29.84,-29.11,5.5,5.4,-32899.392,2.2
+05/12/2009,0.1,-29.93,-29.19,6.1,6.9,-33506.784,2.3
+06/12/2009,0.0,-29.93,-29.23,4,3.7,-31852.224,2.3
+07/12/2009,0.0,-29.88,-29.19,8.2,8,-32782.752,2.2
+08/12/2009,0.0,-29.78,-29.12,11.3,11,-30176.064,2.2
+09/12/2009,0.0,-29.88,-29.17,7.9,7.5,-32862.24,2.2
+10/12/2009,0.0,-29.95,-29.22,7.2,6.9,-34104.672,2.2
+11/12/2009,0.0,-30.05,-29.25,4.6,4.9,-36398.592,2.2
+12/12/2009,0.0,-30.03,-29.25,5,4.9,-35502.624,2.2
+13/12/2009,2.7,-30.09,-29.29,4.8,5.9,-36114.336,2.2
+14/12/2009,0.0,-30.01,-29.26,5.8,5.5,-34744.896,2.3
+15/12/2009,0.0,-29.98,-29.23,4.6,4.2,-33023.808,2.3
+16/12/2009,0.0,-29.91,-29.21,3.5,3.3,-31383.072,2.3
+17/12/2009,0.0,-29.91,-29.21,2.6,2.7,-32595.264,2.3
+18/12/2009,0.0,-29.99,-29.25,2.2,2.2,-33486.912,2.3
+19/12/2009,11.9,-29.98,-29.22,0.8,0.5,-33278.688,2.3
+20/12/2009,0.0,-30.08,-29.36,-2.7,-3,-33933.6,2.3
+21/12/2009,0.0,-30.13,-29.41,1.2,0.4,-34980.768,2.3
+22/12/2009,0.0,-30.1,-29.33,11.5,11.6,-35103.456,2.6
+23/12/2009,0.0,-30.21,-29.39,13.8,13.8,-38555.136,2.8
+24/12/2009,0.0,-30.15,-29.37,14.9,15.1,-35526.816,2.7
+25/12/2009,7.7,-29.72,-29.27,14.2,14,-26374.464,2.8
+26/12/2009,0.0,-29.83,-29.25,7.2,6.8,-27611.712,2.8
+27/12/2009,0.0,-29.84,-29.21,6.3,6.1,-28548.288,2.8
+28/12/2009,5.1,-29.88,-29.25,6.9,6.8,-30116.448,2.7
+29/12/2009,0.0,-29.76,-29.15,10.6,10.1,-26333.856,2.7
+30/12/2009,0.8,-29.7,-29.1,14.3,13.9,-26269.92,2.7
+31/12/2009,3.0,-29.82,-29.1,14.7,14.2,-30064.608,2.6
+01/01/2010,26.5,-29.78,-29.08,8.3,7.9,-25730.784,3.1
+02/01/2010,0.0,-29.84,-29.14,8,8,-29223.072,3.3
+03/01/2010,0.0,-29.94,-29.28,3.2,3.4,-29715.552,2.9
+04/01/2010,0.0,-29.77,-29.16,2.1,2,-27174.528,2.7
+05/01/2010,32.6,-29.58,-29.03,4.7,4.5,-25946.784,3.1
+06/01/2010,0.0,-29.68,-29.04,8.8,8.7,-27055.296,3.7
+07/01/2010,0.0,-29.64,-29.06,7.9,8,-26687.232,3.7
+08/01/2010,0.0,-29.59,-28.96,7.9,7.9,-26373.6,3.8
+09/01/2010,3.6,-29.66,-28.99,7.5,7.5,-28149.12,3.4
+10/01/2010,0.0,-29.69,-29.03,5.4,5.6,-27006.912,3.1
+11/01/2010,0.0,-29.62,-29.02,3.4,3.4,-26182.656,2.9
+12/01/2010,0.1,-29.65,-28.99,0.8,0.4,-27181.44,2.8
+13/01/2010,0.0,-29.56,-28.9,3.2,3.4,-27298.944,2.7
+14/01/2010,0.0,-29.53,-28.9,3.8,5.5,-27240.192,2.6
+15/01/2010,0.0,-29.54,-28.91,5.2,5.8,-27903.744,2.6
+16/01/2010,0.0,-29.55,-28.94,4.7,4.8,-27692.928,2.6
+17/01/2010,0.0,-29.51,-28.86,1.7,1.8,-25844.832,2.5
+18/01/2010,0.1,-29.4,-28.8,4.5,4.7,-25982.208,2.5
+19/01/2010,0.0,-29.37,-28.75,2.3,3.3,-26390.016,2.5
+20/01/2010,0.0,-29.39,-28.73,1.2,1.8,-28549.152,2.4
+21/01/2010,0.0,-29.44,-28.74,2.6,3.6,-30546.72,2.4
+22/01/2010,0.0,-29.47,-28.78,1.5,2.2,-29787.264,2.4
+23/01/2010,0.0,-29.46,-28.77,2.8,2.7,-30443.04,2.4
+24/01/2010,0.0,-29.37,-28.73,1,0.9,-29510.784,2.4
+25/01/2010,0.0,-29.34,-28.69,4.1,4.3,-29325.888,2.4
+26/01/2010,12.7,-29.22,-28.6,3.7,3.5,-26953.344,2.4
+27/01/2010,0.0,-29.21,-28.55,4.1,3.4,-27984.96,2.5
+28/01/2010,0.0,-28.96,-28.43,0.3,0.6,-26308.8,2.4
+29/01/2010,0.0,-29.09,-28.41,1.1,1.6,-28707.264,2.4
+30/01/2010,0.0,-29.09,-28.36,6.2,5.9,-28721.952,2.4
+31/01/2010,0.0,-29.13,-28.44,3.3,3.1,-28084.32,2.6
+01/02/2010,0.0,-29.19,-28.5,0.3,0.2,-27634.176,2.5
+02/02/2010,0.0,-29.14,-28.52,0,0,-28485.216,2.5
+03/02/2010,0.0,-29.14,-28.5,3.7,3.4,-29073.6,2.5
+04/02/2010,0.0,-29.1,-28.51,6.6,6.1,-28097.28,2.4
+05/02/2010,19.4,-28.97,-28.41,5.3,5.2,-27845.856,2.5
+06/02/2010,0.0,-29.01,-28.37,4.3,4.1,-30117.312,2.9
+07/02/2010,0.0,-28.66,-28.3,4.8,4.6,-27258.336,2.8
+08/02/2010,0.0,-28.99,-28.35,2.9,2.6,-29261.088,2.7
+09/02/2010,3.3,-28.95,-28.3,2.7,3,-28789.344,2.6
+10/02/2010,0.0,-28.84,-28.23,4,4.1,-28385.856,2.7
+11/02/2010,0.0,-28.87,-28.26,3.2,3.1,-27807.84,2.7
+12/02/2010,0.6,-28.89,-28.29,1.9,1.7,-28737.504,2.7
+13/02/2010,0.0,-29.04,-28.37,2.4,2.1,-30690.144,2.6
+14/02/2010,0.0,-28.88,-28.28,3.9,4.2,-29611.872,2.6
+15/02/2010,0.0,-28.83,-28.26,6.5,6.8,-29280.096,2.6
+16/02/2010,0.0,-28.76,-28.22,6.4,6.4,-28899.072,2.6
+17/02/2010,0.0,-28.74,-28.15,8.7,8.8,-29039.04,2.5
+18/02/2010,1.2,-28.65,-28.14,12,11.8,-28455.84,2.7
+19/02/2010,0.0,-28.7,-28.05,11,10.7,-28434.24,2.9
+20/02/2010,0.0,-28.68,-28.05,8.3,8,-28166.4,3.1
+21/02/2010,0.5,-28.67,-28.1,7.7,7.4,-27768.96,3.2
+22/02/2010,0.0,-28.61,-28.03,7.9,7.5,-28289.952,3
+23/02/2010,0.0,-28.52,-27.96,12.3,11.8,-28180.224,3.2
+24/02/2010,0.0,-28.59,-27.97,10.5,10.3,-28575.072,3.3
+25/02/2010,0.0,-28.39,-27.91,10.3,10.1,-26650.944,3.1
+26/02/2010,0.3,-28.39,-27.83,12.1,11.9,-27958.176,3
+27/02/2010,0.0,-28.49,-27.9,10.2,9.7,-28399.68,2.9
+28/02/2010,0.0,-28.2,-27.77,12.9,12.5,-25144.992,2.8
+01/03/2010,7.0,-28.16,-27.7,12.7,12.8,-25276.32,2.7
+02/03/2010,0.0,-28.39,-27.8,10.4,10.1,-27832.896,2.8
+03/03/2010,0.1,-28.25,-27.65,8.3,8.4,-26872.128,2.7
+04/03/2010,0.0,-28.24,-27.56,8.2,8.1,-27307.584,2.7
+05/03/2010,0.0,-28.27,-27.62,5.2,4.8,-28559.52,2.7
+06/03/2010,0.0,-28.31,-27.62,4,3.7,-28823.904,2.6
+07/03/2010,0.0,-28.19,-27.56,3.5,3.4,-28828.224,2.6
+08/03/2010,0.0,-28.11,-27.48,3.7,3.1,-28755.648,2.6
+09/03/2010,6.0,-27.96,-27.39,3.3,2.7,-28407.456,2.6
+10/03/2010,0.0,-28.08,-27.37,4.8,4.4,-29382.048,2.7
+11/03/2010,0.0,-28.06,-27.37,3.5,3.5,-30672.864,2.7
+12/03/2010,0.8,-27.95,-27.37,6.4,6.3,-29093.472,2.7
+13/03/2010,0.0,-28,-27.35,6.3,6.1,-30240.864,2.7
+14/03/2010,0.0,-27.95,-27.29,6.2,6.5,-29772.576,2.7
+15/03/2010,0.0,-27.88,-27.26,7.6,7.4,-29472.768,2.6
+16/03/2010,0.0,-27.92,-27.27,7.1,6.7,-30235.68,2.6
+17/03/2010,0.0,-27.88,-27.27,7.9,7.4,-29597.184,2.6
+18/03/2010,0.0,-27.85,-27.22,8.5,7.8,-30076.704,2.6
+19/03/2010,0.0,-27.8,-27.16,9.6,9,-29795.04,2.5
+20/03/2010,0.0,-27.74,-27.08,11,10.4,-29649.888,2.5
+21/03/2010,0.0,-27.46,-26.95,11.5,10.9,-27330.048,2.5
+22/03/2010,0.0,-27.62,-26.94,11.9,11.6,-30145.824,2.5
+23/03/2010,0.0,-27.61,-26.9,13.3,13,-29899.584,2.5
+24/03/2010,0.0,-27.59,-26.88,13,12.9,-30392.928,2.5
+25/03/2010,0.0,-27.45,-26.85,13,12.5,-29750.976,2.4
+26/03/2010,0.0,-27.35,-26.78,13.9,13.3,-30524.256,2.4
+27/03/2010,0.0,-27.31,-26.71,12.2,12,-30421.44,2.4
+28/03/2010,0.0,-26.98,-26.64,12.7,12,-28461.024,2.4
+29/03/2010,0.0,-27.12,-26.63,12.4,11.4,-29742.336,2.4
+30/03/2010,0.0,-27.07,-26.55,13.6,13,-30382.56,2.4
+31/03/2010,0.0,-27.14,-26.56,13.1,12.5,-30345.408,2.4
+01/04/2010,0.0,-27.12,-26.58,10.9,10,-30392.064,2.3
+02/04/2010,0.0,-27.07,-26.56,11.3,10.8,-30416.256,2.3
+03/04/2010,0.0,-27.08,-26.58,10.8,10.2,-31186.08,2.3
+04/04/2010,0.0,-26.91,-26.51,7.6,7.3,-27911.52,2.4
+05/04/2010,4.5,-26.78,-26.34,9,8.5,-23087.808,2.7
+06/04/2010,0.0,-26.63,-26.35,9.8,9.3,-26806.464,2.6
+07/04/2010,0.0,-26.87,-26.38,12.1,11.7,-30120.768,2.5
+08/04/2010,0.0,-26.71,-26.33,12,11.6,-27752.544,2.5
+09/04/2010,0.0,-26.86,-26.35,12.7,12.8,-29311.2,2.4
+10/04/2010,0.0,-26.88,-26.34,13.6,12.7,-31201.632,2.4
+11/04/2010,0.0,-26.72,-26.21,7.5,6.9,-27103.68,2.5
+12/04/2010,0.9,-26.79,-26.2,9.3,9.6,-29438.208,2.5
+13/04/2010,0.0,-26.68,-26.17,9.8,9.4,-27343.008,2.2
+14/04/2010,0.0,-26.57,-26.11,10.9,10.3,-26569.728,2.1
+15/04/2010,0.0,-26.79,-26.17,12.9,12.5,-29223.936,2.1
+16/04/2010,0.0,-26.81,-26.16,11.8,11.8,-28342.656,2.2
+17/04/2010,0.0,-26.77,-26.15,11.5,11.4,-27753.408,2.4
+18/04/2010,0.0,-26.66,-26.09,12.2,12,-27562.464,2.5
+19/04/2010,0.0,-26.7,-26.1,12.2,11.4,-28880.064,2.5
+20/04/2010,0.0,-26.52,-26.1,13.4,12.6,-28311.552,2.5
+21/04/2010,0.0,-26.63,-26.1,14.9,14.2,-29424.384,2.4
+22/04/2010,0.0,-26.55,-26.05,16.1,15.5,-29222.208,2.3
+23/04/2010,0.0,-26.61,-26.04,13,12.7,-28227.744,2.3
+24/04/2010,0.0,-26.47,-25.98,14.8,14.3,-29229.12,2.4
+25/04/2010,0.0,-26.36,-25.98,16.5,16.6,-27742.176,2.4
+26/04/2010,0.0,-26.52,-25.98,18.5,17.9,-29704.32,2.3
+27/04/2010,0.0,-26.58,-26.03,16.8,16.2,-31035.744,2.3
+28/04/2010,0.0,-26.5,-26.01,17.4,17.1,-29166.912,2.2
+29/04/2010,0.0,-26.55,-26,16.9,16.7,-30972.672,2.1
+30/04/2010,0.0,-26.53,-25.99,17.2,16.5,-30746.304,2.1
+01/05/2010,0.0,-26.53,-25.97,17.3,16.3,-30464.64,2.2
+02/05/2010,0.0,-26.05,-25.79,16.3,15.6,-23686.56,2.4
+03/05/2010,6.5,-26.03,-25.69,17.5,16.5,-25918.272,2.5
+04/05/2010,0.0,-26.03,-25.65,16.6,16,-26576.64,2.5
+05/05/2010,0.3,-26.31,-25.73,14.4,14.2,-29960.064,2.4
+06/05/2010,0.0,-26.29,-25.76,10.9,10.4,-28631.232,2.3
+07/05/2010,0.0,-26.31,-25.78,13.2,12.6,-29571.264,2.3
+08/05/2010,0.0,-26.32,-25.78,14,13.3,-29838.24,2.3
+09/05/2010,0.0,-26.01,-25.69,14.7,13.9,-26657.856,2.3
+10/05/2010,0.0,-26.07,-25.66,16.3,15.9,-27371.52,2.3
+11/05/2010,0.0,-25.96,-25.61,16.4,16,-26873.856,2.4
+12/05/2010,16.1,-26.15,-25.65,16,15.4,-27857.088,2.4
+13/05/2010,0.0,-26.08,-25.63,14.3,13.5,-28105.056,2.5
+14/05/2010,19.8,-26.04,-25.6,13.2,12.7,-28744.416,2.9
+15/05/2010,21.5,-25.94,-25.49,11.6,11.4,-27272.16,3.4
+16/05/2010,0.0,-25.88,-25.51,12.6,12.2,-25475.904,3.3
+17/05/2010,0.0,-25.86,-25.53,14.3,13.6,-26365.824,3
+18/05/2010,3.7,-26.03,-25.55,15,14.4,-27584.064,2.9
+19/05/2010,0.0,-25.94,-25.5,13.7,12.8,-27372.384,2.8
+20/05/2010,0.0,-26.07,-25.52,14.4,14,-28449.792,2.7
+21/05/2010,0.0,-26.07,-25.52,15.7,15.3,-28963.008,2.6
+22/05/2010,0.0,-26.08,-25.52,16.7,16.2,-30829.248,2.6
+23/05/2010,0.0,-26.01,-25.49,18.2,17.5,-29011.392,2.5
+24/05/2010,0.0,-25.91,-25.32,19.5,18.6,-28904.256,2.4
+25/05/2010,0.0,-26.02,-25.39,20.2,18.8,-31125.6,2.4
+26/05/2010,0.0,-26.05,-25.41,19.9,18.1,-31501.44,2.4
+27/05/2010,0.0,-26.03,-25.38,20,18.8,-30908.736,2.4
+28/05/2010,0.0,-26,-25.38,19.2,18.1,-30739.392,2.4
+29/05/2010,0.0,-26.04,-25.4,20.1,19.2,-32482.08,2.4
+30/05/2010,0.0,-25.97,-25.33,20.6,19.7,-29677.536,2.4
+31/05/2010,0.0,-25.78,-25.23,18.6,18.1,-28594.08,2.4
+01/06/2010,0.0,-25.92,-25.25,18,17.1,-30461.184,2.4
+02/06/2010,0.0,-25.76,-25.21,17.2,16.2,-28308.96,2.4
+03/06/2010,0.9,-25.47,-25.09,14.8,14.3,-25761.888,2.4
+04/06/2010,0.0,-25.62,-25.14,18.3,17.6,-28021.248,2.4
+05/06/2010,0.0,-25.9,-25.27,21.4,20.8,-31977.504,2.4
+06/06/2010,0.0,-25.89,-25.26,22.9,21.9,-30821.472,2.3
+07/06/2010,0.0,-25.93,-25.27,22.8,21.6,-32004.288,2.2
+08/06/2010,0.0,-25.98,-25.32,23.5,22.4,-31758.912,2.1
+09/06/2010,0.0,-26.09,-25.36,24.2,22.8,-33098.976,2.1
+10/06/2010,0.0,-26.04,-25.39,25.6,24.4,-30704.832,2
+11/06/2010,0.0,-26.13,-25.43,24.7,23.3,-32209.92,2
+12/06/2010,0.0,-26.17,-25.47,23.4,22.4,-32903.712,2
+13/06/2010,0.0,-25.82,-25.33,23.5,22.6,-27499.392,2
+14/06/2010,0.0,-26,-25.38,23.9,22.8,-29272.32,2
+15/06/2010,2.2,-26.1,-25.41,22.5,21.9,-31068.576,2
+16/06/2010,0.0,-25.91,-25.36,22.2,21.1,-27599.616,2.2
+17/06/2010,0.0,-26.09,-25.39,22.3,21.2,-31855.68,2.4
+18/06/2010,0.0,-26.2,-25.42,21.5,20.8,-33058.368,2.3
+19/06/2010,0.0,-25.99,-25.36,18.4,17.8,-29752.704,2.3
+20/06/2010,0.0,-25.44,-25.08,17.7,17.1,-25219.296,2.3
+21/06/2010,10.1,-25.28,-24.98,14.2,13.6,-24400.224,2.4
+22/06/2010,0.0,-25.64,-25.09,18.2,17.9,-27198.72,2.4
+23/06/2010,0.0,-25.7,-25.14,19.7,19.4,-28289.088,2.2
+24/06/2010,0.0,-25.8,-25.17,20.4,20,-29485.728,2
+25/06/2010,0.0,-25.99,-25.27,21.5,21.1,-30600.288,2
+26/06/2010,5.3,-25.96,-25.29,19.6,18.5,-30438.72,2.1
+27/06/2010,0.0,-25.29,-25.04,21.7,20.9,-23444.64,2
+28/06/2010,0.0,-25.75,-25.16,23,22.7,-28064.448,2
+29/06/2010,0.0,-25.98,-25.24,23.9,23.3,-30966.624,2
+30/06/2010,0.0,-26.11,-25.35,24.4,23.6,-32664.384,2
+01/07/2010,0.0,-26.25,-25.45,25.1,24.3,-31624.128,2
+02/07/2010,0.0,-26.25,-25.48,25.6,24.6,-31777.92,2
+03/07/2010,0.0,-26.37,-25.56,26.5,25.9,-32197.824,2
+04/07/2010,0.0,-26.28,-25.53,26.4,24.8,-30106.944,2
+05/07/2010,0.0,-26.37,-25.57,26.2,25.2,-30697.92,2
+06/07/2010,0.0,-26.39,-25.6,26,25.1,-30252.096,2
+07/07/2010,0.0,-26.47,-25.66,25.9,25.4,-30770.496,2
+08/07/2010,0.0,-26.6,-25.76,24.9,24.8,-33139.584,2
+09/07/2010,0.0,-26.68,-25.81,25.9,25.2,-34349.184,2
+10/07/2010,0.0,-26.76,-25.88,27,26.5,-34620.48,2
+11/07/2010,0.0,-26.35,-25.75,27.2,26.3,-25498.368,2
+12/07/2010,0.0,-26.62,-25.8,26.3,25,-30932.928,2
+13/07/2010,0.0,-26.77,-25.89,27.3,26,-33521.472,2
+14/07/2010,0.0,-26.82,-25.95,28.6,27.3,-32718.816,2
+15/07/2010,0.0,-26.96,-26.04,29.2,27.7,-33359.904,2
+16/07/2010,0.0,-27.03,-26.12,29.9,28.7,-31145.472,2
+17/07/2010,0.0,-27.09,-26.21,29.8,28.7,-34865.856,2
+18/07/2010,0.0,-26.79,-26.16,27.5,26.2,-29821.824,2
+19/07/2010,0.0,-26.72,-26.08,26.9,26.4,-30055.104,2
+20/07/2010,0.0,-27.08,-26.17,27.8,26.9,-33739.2,2
+21/07/2010,0.0,-27.34,-26.34,27.8,26.4,-36104.832,2
+22/07/2010,0.0,-27.29,-26.38,28.7,27.2,-34231.68,2
+23/07/2010,0.0,-27.35,-26.4,28.4,27,-33862.752,2
+24/07/2010,0.0,-27.43,-26.45,26.4,25.7,-33992.352,2
+25/07/2010,0.0,-26.92,-26.31,23.4,22.8,-26440.992,2
+26/07/2010,0.0,-27.06,-26.29,21.5,21.1,-28405.728,2
+27/07/2010,0.0,-26.99,-26.29,19.5,18.5,-26954.208,2
+28/07/2010,0.0,-27.12,-26.29,22.5,21.7,-27724.032,2
+29/07/2010,0.0,-26.95,-26.3,24,22.7,-27012.96,2
+30/07/2010,0.0,-26.89,-26.22,18.1,17.6,-29041.632,2
+31/07/2010,0.0,-26.94,-26.2,20.6,20.3,-28708.128,2
+01/08/2010,0.0,-26.59,-26.11,23.2,22.8,-25578.72,2
+02/08/2010,0.0,-26.93,-26.17,25.6,24.4,-29800.224,2
+03/08/2010,0.0,-27.21,-26.27,24.3,23.2,-34435.584,2
+04/08/2010,0.0,-27.11,-26.27,24.4,23.7,-32088.096,2
+05/08/2010,2.0,-27.3,-26.34,22.1,21.1,-33214.752,2
+06/08/2010,0.0,-27.07,-26.31,19.2,18.7,-30056.832,2
+07/08/2010,0.0,-27.03,-26.31,21.4,20.7,-31895.424,2
+08/08/2010,0.0,-26.88,-26.29,23.5,22.5,-29852.064,2
+09/08/2010,0.0,-27.2,-26.34,24.3,22.8,-32876.064,2
+10/08/2010,0.0,-27.42,-26.47,25.1,24.1,-34857.216,2
+11/08/2010,0.0,-27.29,-26.47,26.1,25,-30972.672,2
+12/08/2010,0.0,-27.36,-26.49,25.4,23.9,-31934.304,2
+13/08/2010,0.0,-27.3,-26.48,21.8,21.1,-29772.576,2
+14/08/2010,13.7,-26.8,-26.24,20.1,19.5,-24511.68,2
+15/08/2010,1.7,-26.79,-26.18,23.2,22.3,-25590.816,2
+16/08/2010,0.0,-26.92,-26.24,21.7,20.5,-29272.32,2
+17/08/2010,0.0,-27.1,-26.3,21.8,20.5,-31472.928,2
+18/08/2010,0.0,-27.13,-26.3,23,21.8,-32511.456,2
+19/08/2010,0.0,-27.16,-26.35,24.6,23.3,-33043.68,2
+20/08/2010,0.0,-27.23,-26.42,26.3,25.7,-34059.744,2
+21/08/2010,0.0,-27.22,-26.42,26.2,25.7,-32916.672,2
+22/08/2010,0.0,-27.17,-26.38,26.8,26.4,-31469.472,2
+23/08/2010,0.0,-27.16,-26.36,26.4,25.7,-32808.672,2
+24/08/2010,0.0,-27.27,-26.43,26.5,25.2,-33117.12,2
+25/08/2010,0.0,-27.28,-26.46,26.7,25.5,-32967.648,2
+26/08/2010,0.0,-27.17,-26.45,26.8,25.6,-31346.784,2
+27/08/2010,0.0,-27.24,-26.47,26.8,25.5,-31579.2,2
+28/08/2010,0.0,-27.26,-26.45,26.6,25.9,-31677.696,2
+29/08/2010,0.0,-27.03,-26.39,23,22.7,-27076.032,2
+30/08/2010,0.0,-26.99,-26.32,19.2,18.8,-26892.864,2
+31/08/2010,0.0,-26.85,-26.27,17.9,17.7,-26795.232,2
+01/09/2010,0.0,-27.14,-26.38,19,18.3,-30089.664,2
+02/09/2010,0.0,-27.23,-26.44,20.7,20.1,-31979.232,2
+03/09/2010,0.0,-27.34,-26.49,20.7,20.5,-33538.752,2
+04/09/2010,0.0,-27.37,-26.53,21.9,21.2,-33483.456,2
+05/09/2010,0.0,-27.14,-26.48,21.7,20.9,-29690.496,2
+06/09/2010,0.0,-27.11,-26.41,19.9,18.9,-28638.144,2
+07/09/2010,0.0,-27.25,-26.44,21.8,20.9,-31135.104,2
+08/09/2010,0.0,-27.21,-26.42,21.1,20.3,-30061.152,2
+09/09/2010,13.3,-27.19,-26.43,20.6,19.9,-29982.528,2
+10/09/2010,0.0,-27.23,-26.45,17.4,17.4,-30547.584,2
+11/09/2010,0.0,-27.26,-26.43,19.9,19.5,-31548.096,2
+12/09/2010,0.0,-27.27,-26.46,19.3,19.3,-32475.168,2
+13/09/2010,0.0,-27.15,-26.44,18.5,18.3,-30951.072,2.2
+14/09/2010,0.8,-27.01,-26.35,19.6,19.8,-27964.224,2.1
+15/09/2010,0.0,-27.05,-26.38,19.5,19,-29839.104,2
+16/09/2010,0.0,-27.1,-26.39,20.6,19.6,-30348.864,2
+17/09/2010,0.0,-27.21,-26.45,21.7,21.4,-32432.832,2.1
+18/09/2010,0.1,-27.21,-26.46,22.6,22.4,-32113.152,2.1
+19/09/2010,0.0,-27,-26.37,18.9,18.3,-27957.312,2.1
+20/09/2010,0.0,-26.96,-26.36,17.4,16.9,-27066.528,2.1
+21/09/2010,0.0,-27.03,-26.38,16,15.5,-28990.656,2
+22/09/2010,0.0,-26.99,-26.37,18.2,18.6,-29793.312,2
+23/09/2010,0.0,-27.05,-26.38,18.1,18.1,-31753.728,2
+24/09/2010,0.0,-27,-26.32,17.4,16.9,-30311.712,2.1
+25/09/2010,0.0,-26.94,-26.26,16,15.6,-30688.416,2.1
+26/09/2010,0.3,-26.86,-26.25,15.5,15.1,-28810.08,2
+27/09/2010,0.0,-27.06,-26.36,15.7,15,-30341.088,2.1
+28/09/2010,0.0,-27.24,-26.48,14.7,14.4,-31285.44,2.1
+29/09/2010,0.0,-27.19,-26.51,14.5,14.7,-31259.52,2
+30/09/2010,0.0,-27.13,-26.45,15,14.9,-31089.312,2
+01/10/2010,1.1,-27.09,-26.42,15.7,15.2,-30849.12,2
+02/10/2010,0.0,-27.13,-26.46,15.9,15.7,-32304.096,2
+03/10/2010,0.0,-27.13,-26.45,17.2,16.9,-32042.304,2
+04/10/2010,0.0,-27.13,-26.43,16.5,16.1,-31965.408,2.1
+05/10/2010,8.9,-27.08,-26.38,17.2,16.8,-30345.408,2.1
+06/10/2010,0.0,-27.04,-26.4,17.3,17.6,-30889.728,2.1
+07/10/2010,0.0,-27.1,-26.44,17.3,17.5,-31081.536,2.2
+08/10/2010,0.0,-27.11,-26.44,16.3,17.3,-30754.944,2.3
+09/10/2010,0.0,-27.13,-26.45,14.1,15.3,-32496.768,2.3
+10/10/2010,0.0,-27.04,-26.35,13.2,14.1,-30379.968,2.3
+11/10/2010,0.0,-27.05,-26.34,13.9,14.9,-29392.416,2.2
+12/10/2010,0.0,-27.04,-26.36,14.6,15.4,-30583.008,2
+13/10/2010,0.0,-26.96,-26.32,14.5,14.4,-29110.752,2
+14/10/2010,0.0,-27.03,-26.32,14.2,14.3,-29235.168,2
+15/10/2010,0.0,-27.01,-26.31,13.6,13.7,-29886.624,2
+16/10/2010,0.0,-27.07,-26.33,13.6,13.4,-31603.392,2
+17/10/2010,0.0,-26.95,-26.31,13.5,13,-28698.624,2.1
+18/10/2010,0.0,-27.03,-26.32,11.3,11.3,-30303.072,2
+19/10/2010,0.0,-27.05,-26.33,12.6,12.6,-30831.84,2
+20/10/2010,0.0,-27.03,-26.36,9.9,9.8,-29595.456,2
+21/10/2010,0.0,-27.05,-26.4,9.6,10.2,-29717.28,2
+22/10/2010,0.0,-27.13,-26.46,10.7,10.9,-31372.704,2
+23/10/2010,0.0,-27.21,-26.5,12.9,12.7,-34405.344,2
+24/10/2010,0.0,-27.31,-26.53,15.1,14.2,-35950.176,2.1
+25/10/2010,0.0,-27.05,-26.37,13.2,12.8,-30131.136,2.1
+26/10/2010,0.0,-27.08,-26.43,10,9.9,-28804.896,2.1
+27/10/2010,0.0,-27.26,-26.51,9.6,9.4,-31369.248,2.1
+28/10/2010,0.0,-27.14,-26.47,8.8,8.3,-29866.752,2.1
+29/10/2010,0.0,-27.13,-26.46,8.1,7.6,-30988.224,2.1
+30/10/2010,0.0,-27.17,-26.45,9.2,9.1,-31577.472,2.1
+31/10/2010,0.0,-26.96,-26.34,14.3,14.1,-28234.656,2.1
+01/11/2010,17.4,-26.82,-26.28,16.1,16.2,-27807.84,2.1
+02/11/2010,0.0,-26.85,-26.28,13.6,13.8,-28564.704,2.1
+03/11/2010,0.0,-27.09,-26.4,12.9,13.7,-29848.608,2.1
+04/11/2010,0.0,-27.17,-26.49,12.3,13.6,-29685.312,2.1
+05/11/2010,0.0,-27.16,-26.5,10.3,10.1,-29854.656,2.1
+06/11/2010,0.0,-27.04,-26.38,9.8,9.7,-29691.36,2.1
+07/11/2010,0.0,-26.9,-26.26,14,13.2,-29109.024,2.2
+08/11/2010,0.0,-26.71,-26.14,11.3,11.2,-26610.336,2.2
+09/11/2010,25.3,-26.83,-26.14,11.1,10.8,-29373.408,2.2
+10/11/2010,0.0,-26.96,-26.27,12.3,11.8,-29467.584,2.3
+11/11/2010,0.0,-27.11,-26.42,10.8,10.7,-30147.552,2.3
+12/11/2010,0.1,-26.78,-26.35,8.7,8.7,-29397.6,2.3
+13/11/2010,0.0,-26.8,-26.35,12.6,12.6,-30755.808,2.4
+14/11/2010,0.0,-26.81,-26.38,12.2,11.9,-29850.336,2.5
+15/11/2010,0.0,-26.76,-26.32,13.4,13,-27630.72,2.3
+16/11/2010,0.0,-26.87,-26.3,12.2,12.1,-28092.96,2.3
+17/11/2010,0.0,-27.03,-26.32,8.6,8.8,-28931.04,2.3
+18/11/2010,8.0,-27.09,-26.38,7.3,7.1,-30049.056,2.3
+19/11/2010,0.0,-27.09,-26.41,9.9,10.1,-28932.768,2.3
+20/11/2010,0.0,-27.12,-26.43,9.8,9.8,-31402.944,2.3
+21/11/2010,30.0,-26.77,-26.27,9.7,9.6,-27476.928,2.5
+22/11/2010,0.0,-26.96,-26.26,10.7,10.2,-28959.552,2.9
+23/11/2010,0.0,-27,-26.29,8.1,7.9,-29817.504,3.2
+24/11/2010,0.0,-26.92,-26.33,6.7,6.7,-28704.672,3.1
+25/11/2010,0.0,-26.88,-26.32,5.1,4.9,-27649.728,2.8
+26/11/2010,7.2,-26.84,-26.25,5.2,4.9,-28281.312,2.7
+27/11/2010,0.0,-27.04,-26.35,4.1,4.2,-30666.816,2.7
+28/11/2010,0.0,-26.9,-26.22,4,4.4,-22046.688,3.1
+29/11/2010,0.0,-27,-26.31,7.8,7.2,-29669.76,3.6
+30/11/2010,0.0,-27.04,-26.33,5.6,5.7,-29575.584,3.9
+01/12/2010,23.4,-27.01,-26.26,10.3,10.2,-33183.648,3.9
+02/12/2010,0.0,-27.12,-26.37,9.4,9.4,-33795.36,3.7
+03/12/2010,9.1,-27.27,-26.41,5.4,5,-35647.776,3.7
+04/12/2010,0.0,-27.2,-26.42,4.7,4.7,-34488.288,3.3
+05/12/2010,0.0,-27.04,-26.3,2.3,2.1,-30179.52,3
+06/12/2010,0.0,-26.93,-26.16,11.3,11,-29930.688,2.8
+07/12/2010,0.0,-26.9,-26.08,14.5,14.3,-30852.576,2.8
+08/12/2010,0.0,-26.89,-26.04,14.9,14,-31396.032,2.7
+09/12/2010,0.0,-26.66,-25.92,13.4,13.1,-29807.136,2.4
+10/12/2010,0.0,-26.75,-25.97,6.1,6.2,-29709.504,2.3
+11/12/2010,0.0,-26.71,-25.94,2.3,2,-31220.64,2.4
+12/12/2010,0.0,-26.44,-25.68,6,5.9,-29291.328,2.4
+13/12/2010,0.0,-26.52,-25.76,5.1,5.5,-30348,2.3
+14/12/2010,0.0,-26.36,-25.72,1,0.9,-28461.888,2.1
+15/12/2010,0.0,-26.32,-25.65,1,1,-29501.28,2.6
+16/12/2010,0.0,-26.4,-25.62,-1.4,-1.5,-31635.36,2.6
+17/12/2010,0.0,-26.31,-25.54,-2.1,-2.3,-31293.216,2.4
+18/12/2010,7.3,-26.3,-25.49,2.2,2.1,-32840.64,2.7
+19/12/2010,0.0,-26.17,-25.48,-0.1,0.3,-28566.432,2.7
+20/12/2010,0.0,-25.93,-25.34,4.1,4.1,-27582.336,2.5
+21/12/2010,0.0,-26.06,-25.32,9.2,9.3,-29841.696,2.5
+22/12/2010,0.0,-25.9,-25.26,12,11.1,-29493.504,2.7
+23/12/2010,0.0,-25.89,-25.14,13.9,13.6,-29698.272,2.7
+24/12/2010,0.0,-25.87,-25.08,10.3,10,-29586.816,2.7
+25/12/2010,0.0,-25.45,-25.01,7.5,7.2,-25193.376,2.8
+26/12/2010,0.0,-25.38,-24.96,5.7,5.6,-24894.432,2.8
+27/12/2010,0.0,-25.62,-25.03,3,2.5,-27683.424,2.8
+28/12/2010,0.0,-25.64,-24.99,0.9,1.4,-27668.736,2.8
+29/12/2010,0.0,-25.5,-24.97,0.8,1.3,-27401.76,2.8
+30/12/2010,0.0,-25.44,-24.86,4.3,4.3,-27473.472,2.6
+31/12/2010,0.0,-25.6,-24.86,4.1,4.3,-29916.864,2.5
+01/01/2011,0.0,-25.56,-24.82,5.6,5.5,-28958.688,2.5
+02/01/2011,0.0,-25.24,-24.64,6.3,6.2,-26367.552,2.4
+03/01/2011,0.0,-25.48,-24.71,5.1,4.9,-29775.168,2.3
+04/01/2011,0.0,-25.35,-24.66,0.1,0.9,-27673.92,2.3
+05/01/2011,0.3,-25.29,-24.6,2.1,2.1,-27760.32,2.4
+06/01/2011,0.0,-25.24,-24.56,6.5,6.8,-27187.488,2.6
+07/01/2011,0.0,-25.19,-24.53,11.4,11.6,-29020.032,2.4
+08/01/2011,0.0,-25.31,-24.53,9.1,9,-29743.2,2.4
+09/01/2011,0.0,-25.22,-24.47,4.8,5.2,-28448.064,2.6
+10/01/2011,0.5,-25.08,-24.38,7,7.1,-27772.416,2.3
+11/01/2011,0.9,-24.98,-24.3,8,7.8,-27477.792,2.4
+12/01/2011,0.0,-25.14,-24.32,4.5,5.3,-28899.936,2.3
+13/01/2011,0.0,-24.92,-24.27,3.7,3.9,-27804.384,2.3
+14/01/2011,0.0,-24.87,-24.26,3.6,4.1,-27967.68,2.3
+15/01/2011,0.0,-25.09,-24.27,8,8.3,-29808,2.3
+16/01/2011,0.0,-25.02,-24.27,4,4.7,-28378.08,2.3
+17/01/2011,0.0,-24.79,-24.19,4.1,4.3,-26835.84,2.3
+18/01/2011,0.0,-24.86,-24.14,4,3.7,-26974.944,2.3
+19/01/2011,0.1,-24.8,-24.06,6,5.8,-27190.944,2.3
+20/01/2011,17.2,-24.7,-23.98,4.5,4.4,-26435.808,2.4
+21/01/2011,0.0,-24.78,-23.98,3.7,3.3,-27414.72,2.5
+22/01/2011,0.0,-24.78,-23.96,3.9,3.5,-29806.272,2.4
+23/01/2011,0.0,-24.59,-23.92,2.5,2,-26606.016,2.4
+24/01/2011,0.0,-24.71,-23.95,1,1.1,-27803.52,2.4
+25/01/2011,0.0,-24.62,-23.89,1.1,1,-27975.456,2.3
+26/01/2011,0.0,-24.55,-23.8,4.6,4.1,-27575.424,2.2
+27/01/2011,0.0,-24.63,-23.82,5.9,6.1,-28459.296,2.3
+28/01/2011,0.0,-24.69,-23.85,7.8,7.1,-27580.608,2.5
+29/01/2011,0.0,-24.71,-23.9,5.5,5.1,-28166.4,2.4
+30/01/2011,5.9,-24.57,-23.84,5,5.3,-26755.488,2.4
+31/01/2011,0.0,-24.36,-23.79,4.1,4.2,-25154.496,2.5
+01/02/2011,0.0,-24.49,-23.77,4.4,6.6,-26838.432,2.4
+02/02/2011,0.0,-24.41,-23.72,4.5,6.5,-27780.192,2.4
+03/02/2011,0.0,-24.41,-23.7,6.2,6.3,-27304.992,2.4
+04/02/2011,0.0,-24.51,-23.75,8.2,7.6,-27851.04,2.4
+05/02/2011,0.0,-24.47,-23.73,4.7,4.6,-28121.472,2.3
+06/02/2011,0.0,-24.27,-23.67,4.4,4.4,-26226.72,2.3
+07/02/2011,0.0,-24.3,-23.62,4.7,4.9,-26167.968,2.2
+08/02/2011,0.0,-24.31,-23.59,5.2,4.9,-25812,2.4
+09/02/2011,0.0,-24.15,-23.53,2.4,2.3,-25933.824,2.3
+10/02/2011,0.0,-24.18,-23.53,2.6,2.1,-25098.336,2.3
+11/02/2011,0.0,-24.21,-23.5,5.4,5,-25890.624,2.3
+12/02/2011,0.0,-24.11,-23.45,7.6,7.2,-27174.528,2.3
+13/02/2011,0.0,-24.07,-23.4,7.5,7.1,-25221.024,2.3
+14/02/2011,0.0,-24.07,-23.38,6.4,6,-26765.856,2.3
+15/02/2011,0.0,-24.09,-23.34,7.7,7.8,-26916.192,2.3
+16/02/2011,8.4,-23.9,-23.25,8.4,7.8,-25251.264,2.3
+17/02/2011,0.0,-24.05,-23.3,8.8,8.2,-26105.76,2.4
+18/02/2011,0.0,-23.99,-23.29,8,7.9,-26798.688,2.4
+19/02/2011,0.0,-24.18,-23.38,8.3,8.4,-29152.224,2.3
+20/02/2011,10.1,-24.1,-23.35,6.6,6.2,-25587.36,2.3
+21/02/2011,0.0,-23.84,-23.24,6,5.6,-24712.992,2.5
+22/02/2011,0.0,-23.97,-23.25,4.8,5,-26079.84,2.3
+23/02/2011,0.0,-24.05,-23.3,3.7,3.5,-26104.032,2.3
+24/02/2011,0.0,-24.01,-23.31,2.8,2.9,-26354.592,2.4
+25/02/2011,0.0,-24.03,-23.32,4.1,4,-27532.224,2.3
+26/02/2011,0.0,-24.07,-23.28,3.2,3.3,-28378.944,2.4
+27/02/2011,0.0,-23.95,-23.2,2.2,2.1,-25373.088,2.4
+28/02/2011,0.2,-23.87,-23.18,6.1,6.6,-27232.416,2.4
+01/03/2011,0.0,-23.89,-23.19,7.3,6.9,-25581.312,2.4
+02/03/2011,0.0,-23.89,-23.21,5.2,4.6,-26464.32,2.7
+03/03/2011,0.0,-23.97,-23.23,7.6,7,-26713.152,2.7
+04/03/2011,0.0,-24.11,-23.26,5.9,6.2,-27731.808,2.7
+05/03/2011,4.7,-24.06,-23.22,6,5.7,-29690.496,2.6
+06/03/2011,0.0,-24.09,-23.24,7.9,7.7,-28866.24,2.6
+07/03/2011,0.0,-24.14,-23.33,4.8,4.7,-28577.664,2.3
+08/03/2011,0.0,-24.13,-23.36,3.3,3,-28226.016,2.5
+09/03/2011,0.0,-24.06,-23.27,2.7,2.4,-28563.84,2.5
+10/03/2011,0.0,-24.11,-23.28,4.4,3.7,-28982.88,2.4
+11/03/2011,0.0,-24.09,-23.28,6.4,5.6,-29042.496,2.4
+12/03/2011,0.0,-24.11,-23.28,7,6.3,-30348.864,2.4
+13/03/2011,0.0,-24.03,-23.2,8.3,8.1,-27560.736,2.4
+14/03/2011,0.3,-23.96,-23.2,14.2,13.9,-26625.024,2.4
+15/03/2011,0.0,-23.93,-23.2,14.4,14.4,-28100.736,2.4
+16/03/2011,32.1,-23.95,-23.15,12,11.7,-30709.152,2.6
+17/03/2011,0.0,-23.92,-23.18,10.4,9.9,-28430.784,2.8
+18/03/2011,0.0,-23.86,-23.2,11.1,10.5,-28263.168,2.8
+19/03/2011,0.0,-24.02,-23.28,10.8,10.8,-30462.048,2.7
+20/03/2011,0.1,-23.9,-23.26,7.1,7.1,-27335.232,2.6
+21/03/2011,0.0,-23.9,-23.24,6.6,6.5,-28293.408,2.5
+22/03/2011,0.0,-23.92,-23.28,8.9,8.4,-28413.504,2.5
+23/03/2011,0.0,-23.82,-23.26,11.3,10.8,-28067.904,2.5
+24/03/2011,0.0,-23.99,-23.28,11.6,11.4,-28994.112,2.5
+25/03/2011,0.0,-23.96,-23.23,10.6,10.3,-29394.144,2.4
+26/03/2011,0.0,-23.87,-23.18,11.8,11.3,-29109.024,2.5
+27/03/2011,0.0,-23.82,-23.16,11.2,10.5,-28211.328,2.4
+28/03/2011,14.5,-23.54,-23.05,11.4,11.1,-24828.768,2.5
+29/03/2011,0.0,-23.67,-23.06,10.8,10.5,-26783.136,2.6
+30/03/2011,0.0,-23.82,-23.14,11,10.9,-28168.128,2.4
+31/03/2011,0.0,-23.86,-23.16,12.1,11.8,-28601.856,2.4
+01/04/2011,0.0,-23.9,-23.18,13.2,12.9,-28645.056,2.4
+02/04/2011,0.0,-23.96,-23.19,15.4,14.9,-29773.44,2.4
+03/04/2011,0.0,-23.87,-23.15,15.9,15.2,-28059.264,2.4
+04/04/2011,0.0,-23.9,-23.16,16.2,15.2,-28353.024,2.4
+05/04/2011,0.0,-23.82,-23.19,13.4,13.4,-28404,2.3
+06/04/2011,0.0,-23.78,-23.19,16,15.2,-29351.808,2.1
+07/04/2011,0.0,-23.77,-23.2,17.8,16.9,-29705.184,2
+08/04/2011,0.0,-23.75,-23.16,17.4,15.9,-30732.48,2
+09/04/2011,0.0,-23.75,-23.16,18.1,17,-30824.064,2
+10/04/2011,0.0,-23.68,-23.15,17.8,17.5,-27570.24,2.1
+11/04/2011,0.0,-23.66,-23.13,16,16.1,-26954.208,2
+12/04/2011,0.0,-23.78,-23.11,16,15.3,-28009.152,2
+13/04/2011,0.0,-23.75,-23.1,11.1,10.6,-27333.504,2.1
+14/04/2011,5.2,-23.86,-23.14,8.2,7.7,-28489.536,2.1
+15/04/2011,0.0,-23.8,-23.07,10.1,10.1,-27662.688,2.1
+16/04/2011,0.0,-23.88,-23.12,11.1,10.6,-30933.792,2.1
+17/04/2011,0.0,-23.78,-23.13,12.2,11.6,-28012.608,2.1
+18/04/2011,0.0,-23.83,-23.13,11.8,12.3,-29924.64,2.2
+19/04/2011,0.0,-23.89,-23.16,12.8,12.7,-31959.36,2.2
+20/04/2011,0.0,-23.85,-23.19,14.1,13.6,-31262.112,2.2
+21/04/2011,0.0,-23.99,-23.26,15.2,14.3,-31243.968,2.2
+22/04/2011,0.0,-23.88,-23.18,15.6,15,-30381.696,2.2
+23/04/2011,0.0,-23.89,-23.22,14.4,14,-29653.344,2
+24/04/2011,0.6,-23.4,-23.08,16,15.9,-23283.072,2
+25/04/2011,0.0,-23.35,-22.95,14.6,15,-23828.256,2
+26/04/2011,0.0,-23.51,-22.94,14.5,14.5,-27139.968,2.2
+27/04/2011,0.0,-23.65,-23.02,15.2,14.8,-29260.224,2.2
+28/04/2011,0.0,-23.72,-23.05,13.9,13.6,-29072.736,2
+29/04/2011,0.0,-23.7,-23.07,13.2,12.8,-28757.376,2.2
+30/04/2011,0.0,-23.48,-22.96,14.6,14.2,-26269.92,2.4
+01/05/2011,0.0,-23.5,-22.96,16.6,16,-26502.336,2.2
+02/05/2011,0.0,-23.6,-23,15.5,15,-28351.296,2
+03/05/2011,0.0,-23.53,-22.96,17.3,16.8,-26939.52,2
+04/05/2011,0.0,-23.78,-23.08,14.3,13.4,-28840.32,2
+05/05/2011,0.0,-23.84,-23.17,14,12.9,-29166.912,2
+06/05/2011,0.0,-23.87,-23.21,14.2,13.8,-29988.576,2
+07/05/2011,0.0,-24.01,-23.29,16.8,16,-33290.784,2
+08/05/2011,0.0,-23.77,-23.23,17.5,16.6,-29727.648,2
+09/05/2011,0.0,-23.91,-23.25,14.7,14.5,-28951.776,2
+10/05/2011,0.0,-23.96,-23.29,17.5,17.1,-31477.248,2
+11/05/2011,0.0,-24.04,-23.34,17.9,17.1,-31568.832,2
+12/05/2011,0.0,-24.08,-23.36,19.6,18.4,-33018.624,2
+13/05/2011,0.0,-24.12,-23.43,20.8,19.2,-32984.928,2
+14/05/2011,0.0,-24.2,-23.47,20,18.9,-33477.408,2.1
+15/05/2011,0.0,-24.07,-23.4,14.3,13.7,-29056.32,2.4
+16/05/2011,1.0,-23.68,-23.25,13.7,13.1,-26257.824,2.2
+17/05/2011,0.0,-23.85,-23.3,13.9,13.5,-28012.608,2
+18/05/2011,0.0,-23.9,-23.26,16.2,15.8,-28312.416,2
+19/05/2011,0.0,-23.91,-23.31,18.3,17.6,-32511.456,2
+20/05/2011,0.0,-23.84,-23.34,19.3,18,-30986.496,2
+21/05/2011,0.0,-23.81,-23.3,19,18.6,-29997.216,2
+22/05/2011,0.0,-23.76,-23.3,20.1,19.3,-28714.176,2
+23/05/2011,0.0,-23.94,-23.36,20.9,20.1,-31453.92,2
+24/05/2011,0.0,-24.07,-23.35,22.2,21.6,-33283.872,2
+25/05/2011,0.0,-24.29,-23.47,22.5,22,-35090.496,2
+26/05/2011,0.0,-24.23,-23.48,23.6,23,-33277.824,2
+27/05/2011,0.0,-24.06,-23.41,23.1,21.9,-31238.784,2
+28/05/2011,10.0,-23.93,-23.34,20.6,20.4,-28546.56,2
+29/05/2011,0.0,-23.89,-23.33,18.7,18.4,-26748.576,2
+30/05/2011,0.0,-23.9,-23.31,20.9,20.4,-28440.288,2
+31/05/2011,0.0,-24.07,-23.4,21.5,20.1,-30044.736,2
+01/06/2011,0.0,-23.94,-23.33,19.8,19.4,-26031.456,2
+02/06/2011,0.0,-23.74,-23.25,20.5,20.6,-24096.96,2
+03/06/2011,0.0,-23.88,-23.29,21.4,21.7,-26683.776,2
+04/06/2011,0.0,-23.76,-23.27,19.7,19.6,-25780.032,2
+05/06/2011,5.0,-23.68,-23.18,18.3,18,-24639.552,2
+06/06/2011,0.0,-23.7,-23.18,21.8,21.1,-27180.576,2
+07/06/2011,3.4,-23.66,-23.18,20.8,20.3,-26784.864,2
+08/06/2011,0.0,-23.67,-23.2,19.2,18.9,-26413.344,2
+09/06/2011,0.2,-23.82,-23.24,19.2,18.7,0,2
+10/06/2011,0.0,-23.84,-23.28,19.1,17.9,0,2
+11/06/2011,5.8,-23.87,-23.34,18.7,17.9,-30390.336,2
+12/06/2011,0.0,-23.71,-23.27,19.7,19.1,-26593.056,2
+13/06/2011,0.0,-23.68,-23.23,20.6,19.8,-26240.544,2
+14/06/2011,0.1,-23.84,-23.3,20.3,19.8,-29202.336,2
+15/06/2011,0.0,-24.08,-23.39,21.6,21.2,-23556.096,2
+16/06/2011,0.0,-24.25,-23.5,23.2,22.5,-31351.968,2
+17/06/2011,0.0,-24.26,-23.58,23.7,22.7,-33033.312,2
+18/06/2011,0.0,-24.15,-23.55,24.4,23.3,-32512.32,2
+19/06/2011,0.0,-24.11,-23.56,23.5,22.7,-29343.168,2
+20/06/2011,0.0,-24.19,-23.61,22.5,21.4,-31178.304,2
+21/06/2011,0.0,-24.31,-23.75,24.8,23.4,-32614.272,2
+22/06/2011,0.0,-24.35,-23.79,25.7,24.2,-31968.864,2
+23/06/2011,0.0,-24.68,-23.93,25.5,24.1,-35717.76,2
+24/06/2011,0.0,-24.69,-23.95,25.2,23.9,-32231.52,2
+25/06/2011,0.0,-24.77,-24,23.5,23,-33736.608,2
+26/06/2011,0.0,-24.74,-24.02,24.1,23.9,-31084.128,2
+27/06/2011,0.0,-24.73,-24,26.7,25.4,-31560.192,2
+28/06/2011,0.0,-24.9,-24.08,26.4,25.3,-34969.536,2
+29/06/2011,0.0,-24.82,-24.13,25.6,24.2,-33090.336,2
+30/06/2011,0.2,-24.59,-24.06,24.4,23.3,-29630.016,2
+01/07/2011,0.0,-24.66,-24.06,22.5,21.6,-31254.336,2
+02/07/2011,0.0,-24.35,-23.95,19.3,19.1,-24684.48,2
+03/07/2011,0.0,-24.25,-23.83,21.2,20.7,-25772.256,2
+04/07/2011,0.0,-24.55,-23.97,23.3,22,-31145.472,2
+05/07/2011,0.0,-24.59,-23.99,22.1,21.2,-31780.512,2
+06/07/2011,0.0,-24.61,-24.03,24.7,23.8,-30990.816,2
+07/07/2011,0.0,-24.99,-24.22,26.3,24.8,-34913.376,2
+08/07/2011,0.0,-24.97,-24.29,26.7,25.1,-33344.352,2
+09/07/2011,0.0,-25.11,-24.39,27.4,25.8,-34806.24,2
+10/07/2011,0.0,-24.98,-24.39,27.8,26.3,-31437.504,2
+11/07/2011,0.0,-25,-24.38,28.3,27.1,-33144.768,2
+12/07/2011,0.0,-25.23,-24.49,29.4,28.1,-35113.824,2
+13/07/2011,0.0,-25.33,-24.55,29.9,28.8,-34576.416,2
+14/07/2011,0.0,-25.27,-24.58,28.1,26.7,-32838.912,2
+15/07/2011,0.0,-25.26,-24.62,24.8,23.6,-31878.144,1.9
+16/07/2011,0.0,-25.18,-24.64,23.7,22.6,-31205.088,2
+17/07/2011,0.0,-25.11,-24.59,24.7,23.4,-30417.984,2
+18/07/2011,0.0,-25.16,-24.57,25.1,23.9,-31111.776,2
+19/07/2011,0.0,-25.15,-24.58,23.1,22.1,-30159.648,2
+20/07/2011,0.4,-25.1,-24.57,21.4,21,-28273.536,2
+21/07/2011,0.0,-25.21,-24.61,21.8,20.8,-30953.664,2
+22/07/2011,0.0,-25.47,-24.73,23.4,22.3,-32655.744,2
+23/07/2011,0.0,-25.42,-24.76,23.2,22.6,-31449.6,2
+24/07/2011,15.3,-25.03,-24.64,18.3,17.6,-25645.248,2
+25/07/2011,0.0,-24.7,-24.4,17.9,17.6,-21280.32,2
+26/07/2011,0.0,-24.85,-24.43,20.1,19.2,-25110.432,2
+27/07/2011,0.0,-24.84,-24.43,18.7,18,-24058.08,2.1
+28/07/2011,5.9,-24.79,-24.39,20.9,20.6,-26802.144,2
+29/07/2011,0.0,-24.77,-24.37,21.4,21.2,-25522.56,2
+30/07/2011,0.0,-24.76,-24.36,21.8,21.1,-26587.872,2
+31/07/2011,0.0,-24.78,-24.37,22.9,21.9,-26346.816,2.1
+01/08/2011,0.0,-24.85,-24.4,22.6,21.9,-28545.696,2.1
+02/08/2011,0.0,-24.95,-24.47,24.4,23.6,-29489.184,2
+03/08/2011,0.0,-25.15,-24.57,25.5,24.5,-31411.584,2
+04/08/2011,0.0,-25.08,-24.56,25.8,24.8,-29612.736,2
+05/08/2011,0.0,-25.13,-24.58,26.5,25.7,-29829.6,2
+06/08/2011,0.0,-25.24,-24.65,26.6,25.4,-31033.152,2
+07/08/2011,0.0,-25.13,-24.65,26,24.8,-27521.856,2
+08/08/2011,0.0,-25.18,-24.65,26.1,24.7,-29463.264,2
+09/08/2011,0.0,-25.28,-24.71,25.1,24.6,-30701.376,2
+10/08/2011,0.0,-25.37,-24.79,22.2,21.6,-30974.4,2
+11/08/2011,0.0,-25.33,-24.8,21.8,21.4,-29815.776,2
+12/08/2011,0.0,-25.4,-24.81,22.8,21.3,-30795.552,2
+13/08/2011,0.0,-25.45,-24.83,23.4,22,-31589.568,2
+14/08/2011,0.0,-25.28,-24.81,25,23.9,-29256.768,2
+15/08/2011,0.0,-25.22,-24.77,24.4,23.2,-25896.672,2
+16/08/2011,0.0,-25.27,-24.78,25.8,25.2,-29043.36,2
+17/08/2011,0.0,-25.52,-24.9,26.9,26.5,-32257.44,2
+18/08/2011,0.0,-25.54,-24.96,28,27.1,-32392.224,2
+19/08/2011,0.0,-25.65,-25.01,28.3,27,-32807.808,2
+20/08/2011,0.0,-25.79,-25.11,28.2,27.3,-33765.984,2
+21/08/2011,0.0,-25.78,-25.1,29.2,28.4,-32645.376,2
+22/08/2011,0.0,-25.76,-25.1,28.9,28.2,-32676.48,2
+23/08/2011,0.0,-25.91,-25.17,28.6,27.4,-34412.256,2
+24/08/2011,0.0,-25.92,-25.2,28.6,27.1,-34503.84,2
+25/08/2011,0.0,-25.96,-25.24,28.3,26.6,-34494.336,2
+26/08/2011,0.0,-25.92,-25.22,28.4,27,-33926.688,2
+27/08/2011,0.0,-25.93,-25.23,25.7,24.4,-34407.936,2
+28/08/2011,0.0,-25.72,-25.2,23.3,22.6,-30964.032,2
+29/08/2011,0.0,-25.84,-25.19,24.7,24.3,-32475.168,2
+30/08/2011,0.0,-25.82,-25.2,24.3,23.5,-32755.104,2
+31/08/2011,0.0,-25.84,-25.23,23.8,22.9,-33275.232,1.9
+01/09/2011,0.0,-26.07,-25.32,25.2,24.3,-35099.136,1.9
+02/09/2011,0.0,-26.06,-25.34,26.3,25.6,-34806.24,1.9
+03/09/2011,0.0,-26.07,-25.36,27.6,26.8,-35029.152,1.8
+04/09/2011,0.0,-25.98,-25.34,25.9,25.3,-31960.224,1.8
+05/09/2011,0.0,-25.76,-25.26,23.6,22.8,-30147.552,1.8
+06/09/2011,0.0,-25.95,-25.34,23.9,23.3,-33441.984,1.8
+07/09/2011,0.0,-26.11,-25.37,23.2,22.5,-34542.72,1.8
+08/09/2011,0.0,-26.03,-25.36,23,21.9,-33591.456,1.8
+09/09/2011,0.0,-26.04,-25.36,25.2,24.6,-33987.168,1.8
+10/09/2011,0.0,-26.2,-25.45,25.3,24.4,-35657.28,1.8
+11/09/2011,0.0,-26.25,-25.51,25.8,24.9,-35233.056,1.8
+12/09/2011,0.0,-26.28,-25.53,24.9,24.2,-35830.944,1.8
+13/09/2011,0.0,-26.3,-25.55,26.1,24.9,-36172.224,1.8
+14/09/2011,6.5,-26.43,-25.62,23.9,23.9,-37596.096,1.8
+15/09/2011,0.0,-26.4,-25.64,24.4,24.1,-36410.688,1.8
+16/09/2011,0.0,-26.46,-25.69,24.5,23.5,-38390.112,1.8
+17/09/2011,0.0,-26.52,-25.72,23.7,23,-38140.416,1.8
+18/09/2011,0.1,-26.29,-25.64,22.3,21.6,-34687.008,1.8
+19/09/2011,38.2,-26.15,-25.53,15.8,15.5,-30648.672,1.9
+20/09/2011,1.0,-26.09,-25.55,15.7,15.7,-30856.896,2
+21/09/2011,0.0,-26.1,-25.54,20.2,20.4,-31802.976,1.9
+22/09/2011,0.0,-26.1,-25.55,20.1,20.3,-33021.216,1.9
+23/09/2011,0.0,-26.17,-25.59,20.9,20.6,-33431.616,1.8
+24/09/2011,0.0,-26.38,-25.66,21.3,21.5,-36089.28,1.8
+25/09/2011,0.0,-26.23,-25.68,20.1,20.6,-32468.256,1.8
+26/09/2011,0.0,-26.21,-25.63,20.1,20.5,-31658.688,1.8
+27/09/2011,0.0,-26.35,-25.7,22.2,21.8,-34201.44,1.8
+28/09/2011,0.0,-26.52,-25.76,21.5,21.2,-35894.88,1.8
+29/09/2011,0.0,-26.66,-25.82,21.3,20.8,-37474.272,1.8
+30/09/2011,0.0,-26.6,-25.85,19.8,20.7,-36635.328,1.8
+01/10/2011,0.0,-26.65,-25.88,19.6,20.1,-37353.312,1.8
+02/10/2011,0.0,-26.64,-25.89,19.8,20,-36523.872,1.8
+03/10/2011,0.0,-26.7,-25.93,18.7,18.9,-36418.464,1.8
+04/10/2011,0.0,-26.68,-25.93,19,18.7,-36372.672,1.8
+05/10/2011,0.0,-26.74,-25.96,19.2,19.1,-36976.608,1.8
+06/10/2011,0.0,-26.77,-25.97,19.4,19.3,-37266.048,1.8
+07/10/2011,30.9,-26.73,-25.92,17.8,17.1,-36459.072,1.9
+08/10/2011,0.0,-26.73,-25.94,13.5,13.2,-36612.864,1.9
+09/10/2011,1.8,-26.54,-25.91,10.6,10.2,-32095.008,2
+10/10/2011,0.0,-26.55,-25.9,11.6,11.5,-32082.912,2
+11/10/2011,0.0,-26.77,-25.98,14.9,15.1,-36858.24,2
+12/10/2011,0.0,-26.72,-26,16.8,16.6,-35953.632,1.9
+13/10/2011,0.0,-26.76,-26.01,17.6,16.9,-36110.88,1.9
+14/10/2011,0.0,-26.63,-26,15.3,15,-34316.352,1.9
+15/10/2011,0.0,-26.78,-26.05,12.6,12.2,-36474.624,1.9
+16/10/2011,0.0,-26.78,-26.06,12.6,12,-35389.44,1.9
+17/10/2011,0.0,-26.65,-26.03,10.3,11.5,-33482.592,1.9
+18/10/2011,0.0,-26.73,-26.04,11.8,11.7,-34252.416,1.9
+19/10/2011,3.7,-26.59,-25.99,12.6,11.7,-32139.936,2
+20/10/2011,3.7,-26.55,-25.95,14.3,13.5,-32433.696,2
+21/10/2011,0.0,-26.56,-25.95,11.3,11.2,-31700.16,2
+22/10/2011,0.0,-26.66,-26,11.5,11.3,-34605.792,2
+23/10/2011,0.0,-26.66,-26.01,9.6,9.4,-34261.92,1.9
+24/10/2011,0.0,-26.76,-25.99,12.3,13,-33107.616,1.9
+25/10/2011,0.0,-26.79,-26.01,15,14.8,-32096.736,1.9
+26/10/2011,0.0,-26.8,-26.02,14.5,13.6,-33356.448,2
+27/10/2011,0.0,-26.9,-26.07,12.4,12.1,-33926.688,2.1
+28/10/2011,0.0,-27.02,-26.15,12.2,11.8,-34834.752,2
+29/10/2011,0.0,-26.95,-26.15,11.9,12.2,-34504.704,2
+30/10/2011,0.0,-26.94,-26.11,11.4,11.6,-33778.08,1.9
+31/10/2011,0.0,-26.96,-26.14,11.2,11.9,-34343.136,2
+01/11/2011,0.0,-27.06,-26.19,10.7,10.9,-35870.688,1.9
+02/11/2011,0.0,-27.08,-26.19,10,10.1,-34284.384,1.9
+03/11/2011,0.0,-27.13,-26.23,10.3,10.3,-35652.96,1.9
+04/11/2011,0.0,-27.15,-26.24,14.4,14,-36497.088,2
+05/11/2011,1.6,-27.16,-26.26,14.1,13.6,-36865.152,2
+06/11/2011,0.0,-27.13,-26.25,12.8,12.4,-35209.728,2
+07/11/2011,1.6,-27.14,-26.29,13.1,12.4,-33683.04,2
+08/11/2011,0.0,-27.23,-26.34,13.1,12.7,-36397.728,2
+09/11/2011,0.0,-27.15,-26.34,12.5,13.7,-35278.848,2
+10/11/2011,0.0,-27.29,-26.37,11.2,13,-38115.36,2
+11/11/2011,0.0,-27.29,-26.45,10.4,10.3,-38382.336,2
+12/11/2011,0.0,-27.39,-26.53,10.8,10.2,-39510.72,2
+13/11/2011,0.0,-27.43,-26.58,9.7,9.3,-40474.944,2
+14/11/2011,0.0,-27.31,-26.54,5.7,6.9,-37683.36,2
+15/11/2011,0.0,-27.38,-26.54,4.4,5.2,-38090.304,2
+16/11/2011,0.0,-27.45,-26.57,4.4,5.8,-39134.016,2
+17/11/2011,0.0,-27.42,-26.62,4.8,5.6,-37765.44,2
+18/11/2011,0.0,-27.48,-26.66,2.7,3.1,-38594.88,2
+19/11/2011,0.0,-27.59,-26.69,1.9,2.7,-40937.184,2
+20/11/2011,0.0,-27.5,-26.67,2.3,2.9,-37755.936,2
+21/11/2011,0.0,-27.49,-26.67,4.5,6,-38394.432,2
+22/11/2011,0.0,-27.57,-26.67,7.6,8.6,-39433.824,2
+23/11/2011,0.0,-27.56,-26.71,11.8,11.9,-39356.928,2
+24/11/2011,0.0,-27.57,-26.77,10.2,10.4,-37813.824,2
+25/11/2011,0.0,-27.63,-26.79,8.6,10.4,-39212.64,2
+26/11/2011,0.0,-27.63,-26.81,5.5,6,-38243.232,2
+27/11/2011,0.0,-27.64,-26.83,4.5,5.2,-38069.568,2
+28/11/2011,0.0,-27.62,-26.81,2.4,2.7,-36322.56,2
+29/11/2011,0.0,-27.63,-26.82,1.6,1.7,-36489.312,2
+30/11/2011,0.1,-27.66,-26.89,1.5,1.5,-38520.576,2
+01/12/2011,0.0,-27.69,-26.89,3.3,3,-38129.184,2
+02/12/2011,0.0,-27.62,-26.83,10.6,10.6,-37873.44,2
+03/12/2011,0.0,-27.66,-26.84,12.6,12.3,-38474.784,2
+04/12/2011,0.0,-27.66,-26.85,13.4,13.2,-38611.296,2
+05/12/2011,1.9,-27.65,-26.81,13.7,13.2,-37031.904,2
+06/12/2011,0.0,-27.72,-26.89,9,8.7,-38023.776,2
+07/12/2011,0.2,-27.78,-26.95,8.4,8.1,-38408.256,2.1
+08/12/2011,0.0,-27.77,-26.98,11.4,11.3,-36578.304,2
+09/12/2011,0.0,-27.78,-26.98,9.2,8.8,-37215.072,2
+10/12/2011,0.1,-27.79,-26.97,13.1,12.3,-37857.024,2
+11/12/2011,0.1,-27.78,-26.98,10.6,10.2,-36311.328,2
+12/12/2011,0.0,-27.45,-26.87,10.5,9.8,-32184.864,2.1
+13/12/2011,0.0,-27.68,-26.93,8.7,8.7,-34972.992,2.2
+14/12/2011,2.4,-27.69,-26.96,10.7,10.3,-36949.824,2.1
+15/12/2011,0.0,-27.85,-27.01,12.4,12.3,-38686.464,2
+16/12/2011,5.6,-27.98,-27.06,11.7,11.4,-40285.728,2
+17/12/2011,0.0,-27.92,-27.04,7,6.8,-39566.88,2.1
+18/12/2011,0.1,-27.92,-27.11,2,2.5,-37481.184,2.1
+19/12/2011,0.9,-27.88,-27.12,3.1,2.7,-36576.576,2
+20/12/2011,0.0,-27.86,-27.11,1.9,2.3,0,2
+21/12/2011,0.0,-27.73,-27.1,2.9,3.8,-35269.344,2
+22/12/2011,0.0,-27.82,-27.15,1.7,1.6,-35595.936,2
+23/12/2011,0.0,-27.91,-27.18,4.8,4.9,-37425.888,2
+24/12/2011,7.9,-28.04,-27.17,1.6,1.7,-38258.784,2
+25/12/2011,0.0,-27.84,-27.21,7.5,7.3,-31872.096,2.1
+26/12/2011,0.0,-27.7,-27.13,7.8,7.1,-32191.776,2.2
+27/12/2011,0.0,-27.74,-27.14,6.7,8,-34039.008,2.1
+28/12/2011,0.0,-27.78,-27.16,1.7,2.2,-35237.376,2
+29/12/2011,0.0,-27.85,-27.13,1.9,2.6,-35744.544,2
+30/12/2011,1.0,-27.9,-27.1,3.9,4,-36183.456,2
+31/12/2011,0.0,-28.12,-27.23,1.7,2,-39660.192,2
+01/01/2012,0.0,-27.97,-27.27,1.5,2.2,-35187.264,2
+02/01/2012,0.0,-27.82,-27.19,7.8,7.5,-34725.024,2
+03/01/2012,8.3,-27.83,-27.2,10.7,10.1,-35046.432,2.1
+04/01/2012,2.9,-27.86,-27.22,7.4,6.9,-35601.984,2.1
+05/01/2012,0.0,-27.82,-27.16,7.6,7.5,-35557.92,2.1
+06/01/2012,0.0,-28.04,-27.2,5.6,5.6,-37875.168,2.2
+07/01/2012,0.0,-28.13,-27.32,2.9,3.2,-35643.456,2.1
+08/01/2012,0.0,-28.12,-27.33,3.6,3.6,-36249.984,2.1
+09/01/2012,0.0,-28.12,-27.37,2,2.6,-34983.36,2.1
+10/01/2012,0.0,-28.22,-27.43,1.5,2.2,-36922.176,2
+11/01/2012,0.0,-28.25,-27.45,4.6,4.9,-37143.36,2
+12/01/2012,0.0,-28.29,-27.46,2.9,3.3,-37680.768,2
+13/01/2012,0.0,-28.19,-27.38,4,3.8,-36456.48,2
+14/01/2012,0.0,-28.26,-27.4,6.4,6.5,-37016.352,2
+15/01/2012,0.0,-28.29,-27.46,0.6,2,-37025.856,2
+16/01/2012,0.0,-28.3,-27.49,-0.7,0.6,-36344.16,2
+17/01/2012,0.0,-28.35,-27.54,-0.7,0,-36747.648,2
+18/01/2012,0.0,-28.4,-27.58,0.8,0.9,-37555.488,2
+19/01/2012,0.0,-28.39,-27.59,2.5,1.4,-37421.568,2
+20/01/2012,0.0,-28.28,-27.45,8.9,7.9,-36763.2,2
+21/01/2012,0.0,-28.42,-27.52,4.4,4.5,-38413.44,2
+22/01/2012,0.0,-28.43,-27.53,9.1,8.4,-37418.112,2
+23/01/2012,0.0,-28.44,-27.55,9,8.4,-36655.2,2
+24/01/2012,0.0,-28.44,-27.55,7.4,6.8,-36512.64,2
+25/01/2012,0.0,-28.51,-27.63,3.5,2.6,-36475.488,2
+26/01/2012,0.0,-28.53,-27.65,1.7,1.8,-37228.032,1.9
+27/01/2012,0.0,-28.58,-27.71,1.5,2.3,-37997.856,1.9
+28/01/2012,0.0,-28.58,-27.7,1.6,2.3,-37860.48,2
+29/01/2012,0.0,-28.52,-27.66,3.8,3.9,-36635.328,2
+30/01/2012,0.0,-28.57,-27.69,4.6,3.7,-37068.192,2
+31/01/2012,0.0,-28.58,-27.69,2.4,2.8,-36648.288,2
+01/02/2012,0.0,-28.53,-27.63,2.5,2,-35874.144,2
+02/02/2012,0.0,-28.57,-27.7,2.4,1.6,-37097.568,2
+03/02/2012,0.0,-28.65,-27.75,-0.3,-0.9,-38098.08,2
+04/02/2012,0.0,-28.73,-27.82,-1.6,-2.1,-40004.928,2
+05/02/2012,0.0,-28.75,-27.87,-0.9,-1.2,-39399.264,2
+06/02/2012,0.0,-28.74,-27.84,-1.4,-1.8,-39794.976,2
+07/02/2012,0.0,-28.57,-27.78,-0.2,-0.6,-36197.28,2
+08/02/2012,0.0,-28.75,-27.91,2.3,1.9,-40048.128,2
+09/02/2012,0.0,-28.84,-27.95,2.3,1.8,-41249.088,2
+10/02/2012,0.0,-28.77,-27.93,0,-0.3,-38946.528,2
+11/02/2012,0.0,-28.68,-27.9,-0.3,-1,-36277.632,2
+12/02/2012,0.0,-28.71,-27.91,-1.5,-1.3,-37918.368,2
+13/02/2012,0.0,-28.85,-28,-1.3,-1,-40738.464,2
+14/02/2012,0.0,-28.9,-28.02,-1.7,-1.5,-40449.024,2
+15/02/2012,0.0,-28.95,-28.06,-1.1,-1.6,-41180.832,2
+16/02/2012,0.0,-28.99,-28.08,2.5,2.6,-41299.2,2
+17/02/2012,0.0,-29.09,-28.18,3,2.7,-41815.872,2
+18/02/2012,0.0,-29.09,-28.18,7.7,6.7,-41674.176,2
+19/02/2012,0.9,-29.07,-28.16,8.3,7.3,-40114.656,2
+20/02/2012,0.0,-29.02,-28.17,7.9,7,-38385.792,2.1
+21/02/2012,0.0,-29.09,-28.21,7.4,6.3,-39112.416,2.2
+22/02/2012,0.0,-29.15,-28.23,7.3,6.2,-40887.936,2.2
+23/02/2012,0.0,-29.15,-28.24,9.5,8.4,-39788.928,2.2
+24/02/2012,0.0,-29.17,-28.27,8.6,8.6,-39917.664,2.1
+25/02/2012,0.0,-29.23,-28.28,8.6,7.9,-40772.16,2.2
+26/02/2012,0.0,-29.16,-28.25,7,6,-38154.24,2.2
+27/02/2012,0.0,-29.05,-28.26,6.9,6.1,-34972.128,2.2
+28/02/2012,0.0,-28.89,-28.21,6.5,6.4,-33143.904,2.2
+29/02/2012,0.0,-28.85,-28.16,8.8,7.7,-32987.52,2.1
+01/03/2012,0.0,-28.95,-28.21,10.7,10.7,-33630.336,2.1
+02/03/2012,0.0,-29.09,-28.24,11.7,11.2,-34384.608,2.1
+03/03/2012,0.0,-29.15,-28.27,11,9.9,-35474.976,2.2
+04/03/2012,0.0,-29.12,-28.23,9.8,8.9,-34069.248,2.1
+05/03/2012,0.0,-29.1,-28.2,11.3,10.8,-33351.264,2.1
+06/03/2012,0.0,-29.09,-28.21,9.5,8.8,-32654.016,2.1
+07/03/2012,0.0,-29.15,-28.29,8.3,7.8,-34079.616,2.2
+08/03/2012,0.0,-29.12,-28.24,6.9,6.8,-34014.816,2.1
+09/03/2012,0.0,-29.25,-28.32,9.4,8.9,-36402.912,2.1
+10/03/2012,0.0,-29.23,-28.35,9,8.2,-36243.936,2.1
+11/03/2012,0.0,-29.09,-28.24,10.2,9.6,-33060.096,2.1
+12/03/2012,0.0,-29.14,-28.27,11.4,10.6,-33344.352,2.1
+13/03/2012,0.0,-29.17,-28.31,11.3,10.1,-33127.488,2.1
+14/03/2012,0.0,-29.17,-28.31,10.9,10.6,-33452.352,2.1
+15/03/2012,0.0,-29.22,-28.34,11.3,10.8,-34191.936,2.1
+16/03/2012,0.0,-29.24,-28.37,12.4,11.2,-34261.92,2
+17/03/2012,0.0,-29.3,-28.38,11.8,11.2,-35316.864,2
+18/03/2012,0.0,-29.32,-28.37,13.4,12.4,-36214.56,2.1
+19/03/2012,0.0,-29.25,-28.36,13.9,12.7,-33141.312,2.1
+20/03/2012,0.0,-29.27,-28.41,15,14.6,-33792.768,2
+21/03/2012,0.0,-29.23,-28.41,14.2,14.6,-34686.144,2
+22/03/2012,0.0,-29.26,-28.43,13.9,13.3,-34693.056,2
+23/03/2012,0.0,-29.31,-28.44,13.6,12.9,-35703.936,2
+24/03/2012,0.0,-29.45,-28.48,13.6,12.9,-37501.056,2
+25/03/2012,0.0,-29.54,-28.52,13.3,12.9,-38247.552,2
+26/03/2012,0.0,-29.49,-28.55,13.6,13.3,-35805.888,2
+27/03/2012,0.0,-29.52,-28.56,15.3,13.9,-36148.896,2
+28/03/2012,0.0,-29.55,-28.57,14.2,13.9,-37101.024,2
+29/03/2012,0.0,-29.56,-28.57,14.4,13.9,-36926.496,2
+30/03/2012,0.0,-29.6,-28.58,14.3,13.4,-38272.608,2
+31/03/2012,0.0,-29.67,-28.63,14.6,13.8,-40073.184,2
+01/04/2012,0.0,-29.68,-28.66,13.7,13,-38161.152,2
+02/04/2012,0.0,-29.62,-28.66,15.3,14.9,-35161.344,2
+03/04/2012,5.1,-29.58,-28.64,13.9,13.2,-34283.52,2
+04/04/2012,0.1,-29.6,-28.64,15.6,15.1,-35694.432,2
+05/04/2012,0.0,-29.57,-28.65,14.4,13.7,-33779.808,2
+06/04/2012,0.0,-29.6,-28.67,14.2,13.6,-35235.648,2
+07/04/2012,0.0,-29.58,-28.64,12.4,11.8,-34428.672,2
+08/04/2012,0.0,-29.53,-28.61,8.9,8.1,-32360.256,2
+09/04/2012,0.0,-29.54,-28.64,7.8,6.9,-32073.408,2.1
+10/04/2012,0.0,-29.56,-28.65,10,9.5,-34071.84,2
+11/04/2012,0.0,-29.57,-28.61,10.5,9.7,-33870.528,2
+12/04/2012,0.0,-29.6,-28.66,12.4,11.2,-34479.648,2.1
+13/04/2012,0.0,-29.57,-28.6,11.9,11.2,-33834.24,2
+14/04/2012,0.0,-29.6,-28.61,10.8,10.4,-34798.464,2.1
+15/04/2012,0.0,-29.62,-28.69,11.6,11.1,-34624.8,2.1
+16/04/2012,4.1,-29.65,-28.72,12.3,11.6,-34908.192,2.2
+17/04/2012,0.0,-29.72,-28.75,12.3,11.7,-35585.568,2.1
+18/04/2012,3.0,-29.66,-28.71,10.5,9.6,-34017.408,2.1
+19/04/2012,10.6,-29.66,-28.72,12,11,-33725.376,2.1
+20/04/2012,0.0,-29.67,-28.72,10.4,9.5,-33683.04,2.2
+21/04/2012,0.0,-29.75,-28.8,13.6,12.3,-35446.464,2.2
+22/04/2012,0.0,-29.65,-28.78,15.2,14.3,-32794.848,2.2
+23/04/2012,0.0,-29.55,-28.75,14.1,13.2,-30828.384,2.2
+24/04/2012,5.6,-29.56,-28.7,12.5,11.8,-30360.96,2.2
+25/04/2012,0.0,-29.52,-28.71,13.1,12.6,-29524.608,2.2
+26/04/2012,0.0,-29.33,-28.73,15.3,14.2,-29044.224,2.2
+27/04/2012,0.0,-29.35,-28.67,18.9,17.9,-28445.472,2.3
+28/04/2012,0.0,-29.66,-28.73,20.7,20,-33811.776,2.3
+29/04/2012,0.0,-29.49,-28.75,18.6,17.7,-30460.32,2.4
+30/04/2012,0.0,-29.36,-28.67,16.5,15.8,-27812.16,2.4
+01/05/2012,0.0,-29.3,-28.62,17.3,16.8,-27365.472,2.4
+02/05/2012,0.0,-29.45,-28.65,17,16.1,-30047.328,2.4
+03/05/2012,0.0,-29.54,-28.68,15.6,14.4,-31328.64,2.3
+04/05/2012,0.0,-29.53,-28.68,15.6,14.5,-30188.16,2
+05/05/2012,0.0,-29.66,-28.73,15.8,14.7,-32327.424,2
+06/05/2012,0.0,-29.1,-28.65,14.9,13.9,-26522.208,2.2
+07/05/2012,0.0,-29.17,-28.59,16.2,15.6,-25373.088,2.4
+08/05/2012,0.0,-29.25,-28.61,16.4,15.4,-26211.168,2.4
+09/05/2012,0.0,-29.28,-28.61,17.8,16.9,-26119.584,2.2
+10/05/2012,0.0,-29.38,-28.66,19.8,18.9,-27666.144,2
+11/05/2012,0.0,-29.57,-28.7,20.5,19.8,-30974.4,2
+12/05/2012,0.0,-29.65,-28.72,20.9,20.1,-33105.024,2
+13/05/2012,0.0,-29.5,-28.66,16,14.6,-27336.96,2.1
+14/05/2012,0.0,-29.16,-28.58,11.9,11.4,-24645.6,2.2
+15/05/2012,0.0,-29.32,-28.58,14.4,13.6,-25777.44,2.2
+16/05/2012,2.1,-29.56,-28.65,12.7,12.1,-31419.36,2.2
+17/05/2012,0.0,-29.51,-28.68,12.8,12,-28098.144,2.2
+18/05/2012,0.0,-29.49,-28.66,13.9,13.1,-27818.208,2.4
+19/05/2012,0.0,-29.6,-28.7,16.9,15.9,-31523.04,2.4
+20/05/2012,0.0,-29.36,-28.63,16.2,15.6,-25716.096,2.5
+21/05/2012,8.5,-29.13,-28.48,16,15.1,-22976.352,2.5
+22/05/2012,0.0,-29.14,-28.52,14.4,13.6,-24145.344,2.2
+23/05/2012,0.0,-29.18,-28.53,15,14.4,-23682.24,2
+24/05/2012,0.1,-29.32,-28.55,20.6,19.9,-25852.608,2
+25/05/2012,0.0,-29.41,-28.58,20.9,20.2,-27317.088,2
+26/05/2012,0.0,-29.5,-28.61,18.8,18.5,-30265.92,2
+27/05/2012,0.0,-29.39,-28.59,17.9,17,-26907.552,2
+28/05/2012,0.4,-29.4,-28.59,14.4,13.2,-26027.136,2
+29/05/2012,0.0,-29.19,-28.54,17.4,16.4,-24634.368,2
+30/05/2012,0.0,-29.36,-28.57,19.9,18.5,-26564.544,2
+31/05/2012,0.0,-29.4,-28.61,21.2,19.7,-26793.504,2
+01/06/2012,0.0,-29.44,-28.6,20.5,19.1,-27225.504,2
+02/06/2012,0.0,-29.46,-28.61,22.5,21,-28526.688,2
+03/06/2012,0.0,-29.44,-28.62,22.5,20.9,-27442.368,2
+04/06/2012,9.4,-29.35,-28.59,16.9,15.4,-25030.08,2
+05/06/2012,0.0,-29.31,-28.54,19,17.7,-25545.024,2
+06/06/2012,0.0,-29.42,-28.59,21.1,19.6,-26551.584,2
+07/06/2012,0.0,-29.47,-28.6,22,20.6,-27038.016,2
+08/06/2012,0.0,-29.53,-28.64,24.1,22.5,-29487.456,2
+09/06/2012,0.0,-29.37,-28.61,23.2,22,-32205.6,2
+10/06/2012,0.0,-29.46,-28.66,23.1,22.1,-31424.544,2
+11/06/2012,0.0,-29.31,-28.59,21.6,20.7,-25908.768,2
+12/06/2012,0.0,-29.27,-28.55,21.2,20.3,-25472.448,2
+13/06/2012,0.0,-29.31,-28.61,19.8,18.2,-27114.048,2
+14/06/2012,0.0,-29.38,-28.68,20.5,19,-30284.928,2
+15/06/2012,0.0,-29.56,-28.78,22.9,21.6,-34714.656,1.9
+16/06/2012,0.0,-29.68,-28.85,25.4,24.2,-34223.04,1.9
+17/06/2012,0.0,-29.75,-28.92,26.8,25.7,-35141.472,1.9
+18/06/2012,0.0,-29.86,-28.97,27.8,26.5,-34445.088,1.9
+19/06/2012,0.0,-29.98,-29.06,28.8,27.3,-36077.184,1.9
+20/06/2012,0.0,-30.09,-29.13,29.4,27.9,-36046.08,1.9
+21/06/2012,0.0,-30.25,-29.21,28.3,26.8,-37516.608,1.9
+22/06/2012,0.0,-30.28,-29.31,27.4,25.9,-37057.824,1.9
+23/06/2012,0.0,-30.23,-29.35,27,24.9,-36606.816,1.9
+24/06/2012,0.0,-30.2,-29.34,26.3,24.4,-37293.696,1.9
+25/06/2012,0.0,-30.16,-29.34,26.2,24.5,-33168.096,1.9
+26/06/2012,0.0,,,26.5,25.2,-35335.872,1.9
+27/06/2012,0.0,,,27.7,27,-36835.776,1.9
+28/06/2012,0.0,,,28.3,26.9,-37066.464,1.9
+29/06/2012,0.0,,,29.3,27.5,-36822.816,1.9
+30/06/2012,0.0,,,29.9,28.3,-37361.952,1.9
+01/07/2012,0.0,,,30.6,29.1,-37361.952,1.9
+02/07/2012,0.0,,,29.5,27.9,-37018.944,1.9
+03/07/2012,0.0,-30.7,-29.79,27.3,25.9,-37200.384,1.9
+04/07/2012,0.0,-30.89,-29.87,27.4,26,-37237.536,1.9
+05/07/2012,0.0,-31.1,-29.98,28.9,27.5,-37210.752,1.9
+06/07/2012,0.0,-31.16,-30.07,27.5,26.1,-37190.88,1.9
+07/07/2012,0.0,-31.23,-30.15,27.6,26.4,-37173.6,1.9
+08/07/2012,0.0,-31.33,-30.24,28.1,26.3,-36577.44,1.9
+09/07/2012,0.0,-31.41,-30.32,28.9,27.1,-38725.344,1.9
+10/07/2012,0.0,-31.67,-30.49,29.3,27.5,-40725.504,1.9
+11/07/2012,0.0,-31.79,-30.61,28.9,27.2,-41090.976,1.9
+12/07/2012,0.0,-31.87,-30.7,27.8,26,-40874.112,1.9
+13/07/2012,0.0,-31.94,-30.76,26,24.2,-41246.496,1.9
+14/07/2012,0.0,-32.02,-30.85,28.3,26.3,-41227.488,1.9
+15/07/2012,0.0,-32.09,-30.93,27.5,26.4,-41345.856,1.9
+16/07/2012,0.0,-32.13,-31.01,23.7,22.4,-39223.872,1.9
+17/07/2012,0.0,-32.17,-31.06,25.1,24.4,-40543.2,1.9
+18/07/2012,0.0,-32.25,-31.12,27.1,26.2,-41341.536,1.9
+19/07/2012,0.0,-32.31,-31.2,28.1,26.2,-40466.304,1.9
+20/07/2012,0.0,-32.34,-31.25,28.2,25.8,-39249.792,1.9
+21/07/2012,0.0,-32.42,-31.31,27.5,25.5,-40658.976,1.9
+22/07/2012,0.0,-32.18,-31.34,23.2,22.2,-37773.216,1.9
+23/07/2012,0.0,-32.17,-31.32,21.2,20.6,-34687.872,1.9
+24/07/2012,0.0,-32.15,-31.28,23.1,22.4,-32449.248,1.9
+25/07/2012,0.0,-32.21,-31.32,23.6,22.7,-36383.04,1.9
+26/07/2012,0.0,-32.28,-31.39,25.8,24.8,-36041.76,1.9
+27/07/2012,0.0,-32.49,-31.48,28.8,27.6,-41230.944,1.9
+28/07/2012,0.0,-32.62,-31.57,29.4,27.7,-41549.76,1.9
+29/07/2012,0.0,-32.67,-31.65,27.8,26.1,-41716.512,1.9
+30/07/2012,0.0,-32.72,-31.73,26.9,25.5,-41733.792,1.9
+31/07/2012,0.0,-32.85,-31.81,27.1,25.6,-39708.576,1.9
+01/08/2012,0.0,-32.93,-31.88,28.2,27.4,-34775.136,1.9
+02/08/2012,0.0,-32.99,-31.94,28.8,27.6,-34580.736,1.9
+03/08/2012,0.0,-33.08,-32.02,29,27.3,-34544.448,1.9
+04/08/2012,0.0,-33.15,-32.1,29.2,27.4,-34418.304,1.9
+05/08/2012,0.0,-33.26,-32.17,29,27.4,-34610.976,1.9
+06/08/2012,0.0,-33.29,-32.25,29.9,28.3,-34506.432,1.9
+07/08/2012,0.0,-33.36,-32.31,30,28.7,-34680.096,1.9
+08/08/2012,0.0,-33.43,-32.36,27.6,26.2,-34104.672,1.9
+09/08/2012,0.0,-33.46,-32.42,28.2,27.3,-34132.32,1.9
+10/08/2012,0.0,-33.51,-32.47,27.1,26.3,-34360.416,1.9
+11/08/2012,0.0,-33.56,-32.52,25.6,24.6,-34390.656,1.9
+12/08/2012,0.0,-33.53,-32.55,25.7,25,-32583.168,1.9
+13/08/2012,0.0,-33.55,-32.58,26.5,25.4,-33835.968,1.9
+14/08/2012,0.0,-33.62,-32.64,27,25.8,-34346.592,1.9
+15/08/2012,0.0,-33.57,-32.67,28.6,27.6,-31833.216,1.9
+16/08/2012,0.0,-33.56,-32.66,28.2,27.1,-32501.952,1.9
+17/08/2012,0.0,-33.7,-32.74,28.5,27.5,-33979.392,1.9
+18/08/2012,0.0,-33.71,-32.78,28.5,27.5,-33993.216,1.9
+19/08/2012,0.0,-33.73,-32.81,28.7,28.8,-33867.936,1.9
+20/08/2012,0.0,-33.78,-32.83,29.1,28.1,-33818.688,1.9
+21/08/2012,0.0,-33.82,-32.87,30.3,29,-33888.672,1.9
+22/08/2012,0.0,-33.88,-32.91,31,29.5,-34013.088,1.9
+23/08/2012,0.0,-33.89,-32.94,30.3,28.9,-34124.544,1.9
+24/08/2012,0.0,-33.93,-32.98,29.5,27.8,-33467.904,1.9
+25/08/2012,0.0,-33.96,-33.03,28.7,27.2,-34051.968,1.9
+26/08/2012,0.0,-33.96,-33.05,23.8,22.7,-32806.944,1.9
+27/08/2012,0.0,-33.92,-33.07,22.8,22.3,-30461.184,1.9
+28/08/2012,0.0,-33.83,-33.04,23.5,22.8,-28719.36,1.9
+29/08/2012,0.0,-34,-33.1,25.6,24.2,-33370.272,1.9
+30/08/2012,0.0,-34.02,-33.12,26.9,25.9,-33441.12,1.9
+31/08/2012,0.0,-34.02,-33.14,22.9,22.2,-33204.384,2
+01/09/2012,0.0,-33.97,-33.14,21.3,20.7,-30697.056,1.9
+02/09/2012,0.2,-33.8,-33.07,21,20.2,-28942.272,1.9
+03/09/2012,6.5,-33.76,-33.02,20.5,19.9,-31591.296,1.8
+04/09/2012,0.2,-33.73,-32.98,18.8,18.9,-30871.584,1.9
+05/09/2012,0.0,-33.73,-33,20.8,21.1,-31942.08,1.9
+06/09/2012,0.0,-33.81,-33.03,22.5,22.1,-32000.832,1.8
+07/09/2012,0.0,-33.86,-33.06,23.6,23.1,-31792.608,1.8
+08/09/2012,0.0,-33.87,-33.06,22.2,21.9,-31933.44,1.8
+09/09/2012,0.0,-34,-33.14,21.9,21.3,-33694.272,1.8
+10/09/2012,0.0,-34.02,-33.17,23.1,22.5,-33630.336,1.8
+11/09/2012,0.0,-34.05,-33.21,23.3,22.3,-33681.312,1.8
+12/09/2012,0.0,-34.04,-33.2,22.9,21.7,-32511.456,1.8
+13/09/2012,0.0,-33.84,-33.14,17.3,16.9,-27359.424,1.8
+14/09/2012,0.0,-33.79,-33.13,15.7,15.5,-27665.28,1.9
+15/09/2012,0.0,-34.01,-33.2,19.6,19.2,-33356.448,2
+16/09/2012,0.0,-34.02,-33.22,19.5,18.8,-32029.344,2
+17/09/2012,0.0,-33.75,-33.05,18.1,18,-31011.552,1.9
+18/09/2012,0.0,-33.75,-33.03,20.6,20.1,-33101.568,1.9
+19/09/2012,6.1,-33.77,-33.07,19.4,18.4,-32870.016,1.9
+20/09/2012,0.0,-33.84,-33.2,17.6,17,-32951.232,1.9
+21/09/2012,0.0,-33.97,-33.22,16.5,16.1,-34697.376,1.9
+22/09/2012,0.0,-34.01,-33.23,19.3,18.2,-34842.528,1.9
+23/09/2012,0.0,-33.96,-33.22,23,22.1,-34121.088,1.8
+24/09/2012,0.0,-33.98,-33.24,22.3,21.7,-34743.168,1.8
+25/09/2012,0.0,-34.06,-33.29,21.5,20.7,-33069.6,1.8
+26/09/2012,0.0,-34.1,-33.33,23.1,22.5,-33061.824,1.8
+27/09/2012,0.0,-34.14,-33.36,24.1,23.3,-33098.112,1.8
+28/09/2012,0.0,-34.17,-33.39,23.3,22.7,-33363.36,1.8
+29/09/2012,0.0,-34.16,-33.39,23.2,22.8,-33100.704,1.8
+30/09/2012,0.0,-34.15,-33.4,21,20.4,-29590.272,2
+01/10/2012,0.0,-34.11,-33.38,20.1,19.4,-30889.728,2.1
+02/10/2012,0.1,-34.18,-33.43,19.3,18.9,-32275.584,2
+03/10/2012,0.0,-34.2,-33.46,18.1,17.1,-32433.696,1.9
+04/10/2012,0.0,-34.19,-33.45,18.4,17.9,-33906.816,1.9
+05/10/2012,0.0,-34.24,-33.49,18.6,17.9,-41190.336,1.9
+06/10/2012,0.0,-34.29,-33.53,18.5,18,-41890.176,1.8
+07/10/2012,0.0,-34.28,-33.51,18.6,17.8,-40829.184,1.9
+08/10/2012,0.0,-34.24,-33.51,19.8,19.6,-39395.808,1.8
+09/10/2012,5.5,-34.31,-33.54,17.5,16.9,-39845.088,1.9
+10/10/2012,0.0,-34.3,-33.55,17.7,17.3,-40569.12,1.9
+11/10/2012,0.0,-34.3,-33.56,17.7,17.8,-39969.504,1.9
+12/10/2012,0.0,-34.3,-33.58,17.6,17,-39288.672,1.9
+13/10/2012,0.0,-34.35,-33.62,17.1,17,-41880.672,2.1
+14/10/2012,0.0,-34.33,-33.61,16.8,16.5,-39470.976,2
+15/10/2012,0.0,-34.29,-33.57,16.7,16,-36261.216,2
+16/10/2012,0.5,-34.14,-33.55,15.3,15,-35105.184,2
+17/10/2012,0.0,-34.32,-33.61,14.4,14.2,-39674.016,2
+18/10/2012,0.0,-34.32,-33.59,14,14.3,-38964.672,2
+19/10/2012,0.0,-34.32,-33.6,14.3,14.4,-38657.088,2
+20/10/2012,0.0,-34.33,-33.61,15.9,16.1,-39969.504,1.9
+21/10/2012,0.0,-34.37,-33.63,17.2,17.2,-40885.344,1.9
+22/10/2012,0.0,-34.33,-33.65,17.6,18.1,-39250.656,1.9
+23/10/2012,0.0,-34.43,-33.68,16.4,16.9,-40099.104,1.9
+24/10/2012,0.0,-34.45,-33.7,15.4,15.6,-40746.24,1.9
+25/10/2012,0.0,-34.44,-33.7,14.7,14.8,-40269.312,1.9
+26/10/2012,0.0,-34.39,-33.65,15.2,14.7,-37741.248,1.9
+27/10/2012,8.4,-34.42,-33.66,17,16.6,-39019.968,2
+28/10/2012,2.5,-34.44,-33.71,11.8,11.2,-36892.8,2
+29/10/2012,0.0,-34.42,-33.71,7.4,6.9,-36827.136,2
+30/10/2012,0.0,-34.39,-33.69,6.2,6.4,-38232,2
+31/10/2012,0.0,-34.4,-33.66,9.3,9.1,-37862.208,2.1
+01/11/2012,0.0,-34.4,-33.68,15,14.3,-37006.848,2.5
+02/11/2012,0.0,-34.43,-33.71,15.3,14.7,-38292.48,2.4
+03/11/2012,0.0,-34.47,-33.71,13.9,13.3,-39291.264,2.2
+04/11/2012,1.3,-34.39,-33.63,17,16.3,-35756.64,2.2
+05/11/2012,0.0,-34.32,-33.61,16.8,16.1,-32819.904,2.3
+06/11/2012,0.0,-34.35,-33.61,11.4,11.2,-35734.176,2.4
+07/11/2012,0.0,-34.46,-33.68,9.9,9.7,-38914.56,2.2
+08/11/2012,0.0,-34.41,-33.64,7.4,7.7,-35711.712,2.2
+09/11/2012,0.0,-34.44,-33.63,8.3,8.3,-35969.184,2.1
+10/11/2012,0.0,-34.44,-33.63,11.9,12,-37933.056,2.1
+11/11/2012,0.0,-34.42,-33.62,16,14.9,-35921.664,2.4
+12/11/2012,0.0,-34.43,-33.61,13.6,13.2,-37282.464,3.4
+13/11/2012,0.0,-34.47,-33.63,14.5,14.7,-41103.936,3.8
+14/11/2012,0.0,-34.47,-33.5,14,13.8,-39292.128,3.6
+15/11/2012,0.0,-34.43,-33.18,11.4,11.5,-37183.968,3.4
+16/11/2012,0.0,-34.29,-33.06,8.3,10.8,-33112.8,2.9
+17/11/2012,0.0,-34.24,-33.01,8.3,9.2,-34806.24,2.5
+18/11/2012,5.9,-34.16,-32.96,11.5,11.5,-32704.128,2.5
+19/11/2012,2.0,-34.13,-32.93,11.6,11.5,-32527.872,2.4
+20/11/2012,0.0,-34.02,-32.89,12.8,12.2,-30319.488,2.4
+21/11/2012,0.0,-34.01,-32.84,11.1,12.8,-31879.008,2.4
+22/11/2012,0.0,-33.99,-32.83,7.9,7.8,-32256.576,2.4
+23/11/2012,0.0,-33.8,-32.74,10,10,-31384.8,2.3
+24/11/2012,0.1,-33.88,-32.73,7.8,7.7,-32796.576,2.4
+25/11/2012,0.0,-33.86,-32.68,7.4,7.3,-33211.296,2.3
+26/11/2012,0.0,-33.67,-32.59,9.6,9.8,-31398.624,2.3
+27/11/2012,0.2,-33.73,-32.56,11.2,11,-32546.016,2.3
+28/11/2012,35.7,-33.43,-32.41,11.9,11.5,-28821.312,2.8
+29/11/2012,0.0,-33.44,-32.4,8.7,8.2,-29620.512,3.1
+30/11/2012,0.0,-33.58,-32.46,8.2,7.8,-31865.184,3.2
+01/12/2012,0.0,-33.55,-32.42,7.1,6.4,-32787.936,2.9
+02/12/2012,0.2,-33.51,-32.31,7,6.7,-32060.448,2.7
+03/12/2012,0.1,-33.44,-32.3,4.7,4.9,-30538.944,2.6
+04/12/2012,6.3,-33.32,-32.14,5.7,5.3,-29492.64,2.6
+05/12/2012,0.0,-33.25,-32.11,4,3.5,-30512.16,2.6
+06/12/2012,0.0,-33.31,-32.13,1.4,1,-31059.936,2.6
+07/12/2012,0.0,-33.24,-32.07,3.2,2.7,-31280.256,2.5
+08/12/2012,0.0,-33.22,-31.95,3.6,3.2,-31929.984,2.8
+09/12/2012,0.0,-33.16,-31.98,2.6,2.5,-29612.736,2.7
+10/12/2012,0.0,-33.09,-31.83,1.5,1.4,-30920.832,2.6
+11/12/2012,0.0,-33.02,-31.84,1.9,2.7,-31457.376,2.6
+12/12/2012,0.0,-33.03,-31.85,-0.1,1.5,-31522.176,2.5
+13/12/2012,0.0,-33.08,-31.83,-2.1,-1.8,-32432.832,2.5
+14/12/2012,0.0,-32.94,-31.7,4.2,3.7,-31645.728,2.5
+15/12/2012,0.0,-32.8,-31.61,12.1,11.8,-31684.608,2.7
+16/12/2012,0.0,-32.81,-31.59,12.1,11.2,-32304.96,2.7
+17/12/2012,0.0,-32.68,-31.52,7.4,7.2,-30223.584,2.7
+18/12/2012,0.1,-32.78,-31.53,4,3.4,-30525.984,2.8
+19/12/2012,0.0,-32.73,-31.54,3.7,2.9,-30839.616,2.6
+20/12/2012,0.0,-32.66,-31.44,2.2,2.6,-30807.648,2.5
+21/12/2012,9.1,-32.53,-31.37,4.2,3.7,-30879.36,2.6
+22/12/2012,0.0,-32.51,-31.38,7,7,-31315.68,2.6
+23/12/2012,0.0,-32.4,-31.34,3.6,3.3,-28363.392,2.6
+24/12/2012,0.0,-32.35,-31.26,8.1,8.6,-30448.224,2.5
+25/12/2012,0.0,-32.23,-31.18,9.5,9.1,-26038.368,2.5
+26/12/2012,0.0,-31.89,-31.04,9.8,9.5,-24954.048,2.6
+27/12/2012,0.5,-31.95,-31.04,7.9,7.3,-26512.704,2.9
+28/12/2012,8.3,-31.92,-30.99,10.1,10.5,-28406.592,2.8
+29/12/2012,0.0,-31.99,-30.99,6.3,6.8,-29329.344,2.7
+30/12/2012,0.0,-31.93,-30.93,1.5,2.5,-28240.704,2.6
+31/12/2012,0.0,-32.01,-30.9,1.1,1.9,-31089.312,2.6
+01/01/2013,0.0,-31.84,-30.81,1.6,2.1,-28532.736,2.5
+02/01/2013,0.0,-31.7,-30.76,6.7,6.9,-28971.648,2.5
+03/01/2013,0.0,-31.79,-30.82,5.9,8.4,-30428.352,2.4
+04/01/2013,0.0,-31.66,-30.72,1.6,1.6,-28845.504,2.4
+05/01/2013,0.0,-31.61,-30.59,4.4,4.1,-29042.496,2.4
+06/01/2013,0.0,-31.54,-30.56,4.1,3.2,-27896.832,2.4
+07/01/2013,0.0,-31.39,-30.51,3.9,3.1,-28178.496,2.4
+08/01/2013,0.0,-31.15,-30.46,3.2,2.9,-26980.992,2.2
+09/01/2013,0.0,-31.17,-30.39,7.9,7.6,-29753.568,2.2
+10/01/2013,3.1,-31.06,-30.27,8.3,7.5,-28752.192,2.4
+11/01/2013,8.2,-31.14,-30.24,6.6,6.1,-31152.384,2.5
+12/01/2013,0.0,-31.22,-30.29,4.1,5.1,-33786.72,2.5
+13/01/2013,11.1,-31.09,-30.18,6.9,6.2,-31280.256,2.4
+14/01/2013,9.1,-31,-30.14,7.8,7.2,-29437.344,2.9
+15/01/2013,0.0,-31.01,-30.14,5.5,5.2,-30220.992,3.3
+16/01/2013,0.0,-30.79,-29.97,3.5,3,-28368.576,3.1
+17/01/2013,3.6,-30.86,-29.98,2.7,2.5,-30581.28,2.9
+18/01/2013,0.0,-30.82,-29.97,3.2,2.9,-29869.344,2.8
+19/01/2013,0.0,-30.82,-29.97,2.4,2.2,-32150.304,2.7
+20/01/2013,5.2,-30.67,-29.85,10.5,9.7,-24137.568,2.9
+21/01/2013,0.0,-30.66,-29.81,7.8,7.5,-30277.152,3
+22/01/2013,10.5,-30.68,-29.84,5,4.6,-31218.912,2.9
+23/01/2013,0.0,-30.61,-29.81,3.9,3.8,-31296.672,2.8
+24/01/2013,0.0,-30.51,-29.68,3.4,3.1,-31180.032,2.8
+25/01/2013,0.5,-30.5,-29.68,4.8,4.4,-30653.856,2.8
+26/01/2013,0.0,-30.5,-29.7,3.3,2.8,-32263.488,2.7
+27/01/2013,0.0,-30.43,-29.65,1.6,2.2,-31831.488,2.6
+28/01/2013,0.0,-30.32,-29.56,3.3,2.9,-30610.656,2.7
+29/01/2013,0.0,-30.27,-29.55,6.1,6.7,-30064.608,2.7
+30/01/2013,0.0,-30.28,-29.51,7.4,6.9,-31632.768,2.7
+31/01/2013,0.0,-30.17,-29.4,10.1,10.4,-32126.976,2.6
+01/02/2013,0.0,-30.08,-29.3,11.2,10.8,-31130.784,2.6
+02/02/2013,11.8,-29.95,-29.06,11.5,10.7,-33217.344,2.7
+03/02/2013,0.0,-29.99,-29.15,5.2,4.8,-30648.672,3
+04/02/2013,0.0,-29.93,-29.2,4.1,4.2,-31527.36,2.9
+05/02/2013,0.0,-29.88,-29.11,5.2,4.9,-31560.192,2.8
+06/02/2013,4.7,-29.67,-28.89,6.4,6,-30704.832,2.8
+07/02/2013,0.0,-29.68,-28.88,4.2,4,-31996.512,2.8
+08/02/2013,0.0,-29.58,-28.85,4.3,3.9,-31177.44,2.7
+09/02/2013,0.0,-29.58,-28.85,0.9,0.6,-32497.632,2.6
+10/02/2013,0.0,-29.48,-28.79,-0.1,0.1,-32031.072,2.4
+11/02/2013,11.0,-29.3,-28.63,3.2,2.6,-32147.712,2.6
+12/02/2013,2.2,-29.3,-28.58,5.5,6.2,-32978.88,2.9
+13/02/2013,0.0,-29.25,-28.57,3.5,3.8,-30897.504,2.6
+14/02/2013,0.0,-29.17,-28.55,5.3,4.5,-30900.96,2.5
+15/02/2013,0.0,-29.06,-28.45,3.6,4.1,-31068.576,2.7
+16/02/2013,0.0,-29.06,-28.42,4.8,5.1,-32553.792,2.6
+17/02/2013,0.0,-28.92,-28.3,4.1,5.3,-30215.808,2.6
+18/02/2013,0.0,-28.83,-28.22,4,4.5,-30470.688,2.5
+19/02/2013,0.0,-28.67,-28.14,3.2,3.7,-28779.84,2.5
+20/02/2013,0.0,-28.66,-28.07,4.5,4.2,-30435.264,2.4
+21/02/2013,0.0,-28.46,-27.92,7.4,6.9,-28871.424,2.4
+22/02/2013,12.5,-28.48,-27.85,5.2,4.4,-29889.216,2.5
+23/02/2013,0.0,-28.43,-27.81,4.7,4,-30955.392,3
+24/02/2013,0.0,-28.37,-27.78,5.3,4.5,-29332.8,3.4
+25/02/2013,0.5,-28.28,-27.78,4.8,4.5,-28243.296,3.1
+26/02/2013,0.0,-28.28,-27.74,5.1,6,-30445.632,2.8
+27/02/2013,0.0,-28.22,-27.7,3.5,3.2,-30667.68,2.7
+28/02/2013,0.0,-28.2,-27.66,5.4,6,-32255.712,2.6
+01/03/2013,0.0,-28.14,-27.58,5.3,5.8,-30973.536,2.6
+02/03/2013,0.0,-28.04,-27.47,8.7,8.5,-32536.512,2.6
+03/03/2013,0.0,-27.94,-27.43,6.2,6.4,-30634.848,2.5
+04/03/2013,0.0,-27.93,-27.4,6.4,6.3,-31329.504,2.5
+05/03/2013,0.0,-27.82,-27.33,6.9,6.6,-30503.52,2.5
+06/03/2013,6.8,-27.68,-27.15,8.9,8.9,-29581.632,2.5
+07/03/2013,0.0,-27.66,-27.09,12.9,12.3,-30913.92,2.5
+08/03/2013,0.0,-27.6,-27.02,13.1,12.2,-30766.176,2.6
+09/03/2013,0.0,-27.58,-26.97,13.3,12.8,-32208.192,2.6
+10/03/2013,5.9,-27.49,-26.9,12.3,11.4,-31678.56,2.6
+11/03/2013,18.9,-27.41,-26.82,9.8,8.8,-30387.744,2.9
+12/03/2013,0.0,-27.38,-26.78,8.2,7.5,-31334.688,3.1
+13/03/2013,2.4,,-26.71,7.9,6.9,-30689.28,2.9
+14/03/2013,3.5,,-26.59,6.9,6.3,-31741.632,3
+15/03/2013,0.0,,-26.67,4.4,4,-31741.632,2.9
+16/03/2013,0.0,,-26.74,4.2,3.4,-33244.992,2.8
+17/03/2013,5.7,,-26.63,5.9,5.1,-31867.776,2.7
+18/03/2013,0.0,,-26.39,10.8,9.7,-30271.104,3.1
+19/03/2013,0.0,,-26.42,10.9,10.4,-32215.968,3.2
+20/03/2013,12.0,,-26.39,8.9,8.2,-32075.136,2.9
+21/03/2013,0.0,,-26.37,9.2,8.6,-32107.968,3.1
+22/03/2013,0.0,,-26.33,9.3,8.7,-33292.512,2.9
+23/03/2013,0.0,,-26.26,11.4,10.6,-33143.904,2.8
+24/03/2013,0.0,,-26.12,12.4,11.6,-31593.888,2.7
+25/03/2013,0.8,,-26,9.5,8.5,-29250.72,2.7
+26/03/2013,0.0,,-26,7.7,6.7,-31999.968,2.7
+27/03/2013,0.0,,-26.01,9.2,8.5,-35339.328,2.7
+28/03/2013,0.0,,-26.05,11,10.4,-34427.808,2.6
+29/03/2013,0.0,,-25.87,14.7,13.9,-30705.696,2.6
+30/03/2013,0.0,,-25.79,13.7,12.8,-33429.024,2.6
+31/03/2013,13.0,,-25.72,11.2,10.7,-30672.864,2.8
+01/04/2013,9.3,,-25.64,11.7,10.8,-30226.176,2.7
+02/04/2013,3.7,,-25.5,11,10.1,-29041.632,3
+03/04/2013,0.0,-26.01,-25.51,11.6,10.8,-32389.632,2.9
+04/04/2013,0.0,-25.98,-25.47,11.7,11.2,-32298.048,2.8
+05/04/2013,0.0,-25.92,-25.38,12.2,11.7,-32370.624,2.8
+06/04/2013,0.0,-25.96,-25.41,13.6,12.8,-33481.728,2.7
+07/04/2013,0.0,-25.99,-25.37,11.3,10.7,-34845.984,2.7
+08/04/2013,0.0,-25.76,-25.31,11,10.3,-31621.536,2.6
+09/04/2013,0.0,-25.79,-25.24,12.9,11.9,-32266.08,2.6
+10/04/2013,0.0,-25.84,-25.2,14.7,14,-32168.448,2.6
+11/04/2013,0.0,-25.83,-25.18,14,13.2,-33107.616,2.5
+12/04/2013,0.0,-25.85,-25.12,15.3,14.5,-33049.728,2.4
+13/04/2013,0.0,-25.77,-25.11,15.2,14,-32933.088,2.3
+14/04/2013,0.0,-25.71,-25.08,15.7,15.4,-33204.384,2.1
+15/04/2013,0.0,-26.1,-25.08,17.5,16.8,-39752.64,2.1
+16/04/2013,0.0,-25.51,-24.93,17.8,17.1,-30417.12,2.1
+17/04/2013,0.0,-25.57,-24.92,18.1,17.2,-33632.064,2.1
+18/04/2013,0.0,-25.44,-24.83,18.6,17.5,-31377.024,2.1
+19/04/2013,0.0,-25.33,-24.71,19.2,18.5,-31836.672,2.3
+20/04/2013,0.0,-25.32,-24.66,15.3,14.3,-30805.92,2.6
+21/04/2013,0.0,-25.12,-24.55,14.6,13.4,-29041.632,2.4
+22/04/2013,2.4,-25.08,-24.47,11.3,10.5,-29541.888,2.1
+23/04/2013,0.0,-25.25,-24.52,13.2,12.2,-32209.056,2.1
+24/04/2013,0.0,-25.04,-24.5,15.8,15.2,-29579.04,2.1
+25/04/2013,0.0,-25.03,-24.42,18.2,17.7,-30735.936,2.1
+26/04/2013,0.0,-25,-24.33,17.5,17.1,-30775.68,2.1
+27/04/2013,21.5,-24.98,-24.24,15.5,14.9,-31740.768,2.2
+28/04/2013,0.0,-24.94,-24.25,19.3,18.4,-32012.928,2.4
+29/04/2013,0.0,-24.81,-24.23,21.3,20.6,-30271.104,2.3
+30/04/2013,0.0,-24.84,-24.24,21.7,20.9,-30152.736,2.2
+01/05/2013,1.5,-24.77,-24.15,21,20.2,-30098.304,2.1
+02/05/2013,7.5,-24.58,-24.08,17.5,16.5,-27371.52,2.2
+03/05/2013,0.0,-24.57,-24.01,18.6,17.8,-29458.08,2.4
+04/05/2013,0.0,-24.67,-24.04,20.9,19.9,-32641.92,2.4
+05/05/2013,0.0,-24.5,-24.01,16.4,15.5,-27974.592,2.4
+06/05/2013,9.0,-24.24,-23.86,16.1,15.8,-26546.4,2.3
+07/05/2013,0.0,-24.36,-23.82,15.5,14.6,-27097.632,2.4
+08/05/2013,0.0,-24.23,-23.79,17.1,16.4,-28305.504,2.5
+09/05/2013,0.0,-24.41,-23.8,18.5,17.9,-29906.496,2.6
+10/05/2013,0.2,-24.29,-23.75,18,17.1,-29156.544,2.6
+11/05/2013,0.4,-24.35,-23.71,17.9,16.7,-29509.92,2.5
+12/05/2013,1.2,-24.21,-23.68,15.7,14.7,-28710.72,2.5
+13/05/2013,0.0,-24.25,-23.66,15.8,14.9,-28522.368,2.6
+14/05/2013,0.0,-24.5,-23.74,17.2,16.2,-37015.488,2.6
+15/05/2013,0.0,-24.44,-23.74,17.4,16.2,-34045.92,2.5
+16/05/2013,0.0,-24.21,-23.56,17.3,16.4,-29988.576,2.5
+17/05/2013,5.4,-24,-23.52,16.5,15.2,-28588.896,2.4
+18/05/2013,0.0,-24.2,-23.61,18.8,17.4,-31605.12,2.3
+19/05/2013,0.0,-24.23,-23.56,16,15.1,-30254.688,2.3
+20/05/2013,0.4,-24.19,-23.57,16.4,15,-30281.472,2.5
+21/05/2013,0.0,-24.25,-23.56,13.5,12.5,-31666.464,2.5
+22/05/2013,0.0,-24.06,-23.4,15.6,15,-31339.008,2.3
+23/05/2013,0.0,-24.08,-23.37,14.7,14,-31647.456,2.3
+24/05/2013,0.0,-24.02,-23.39,15.7,14.3,-30082.752,2.3
+25/05/2013,28.2,-23.95,-23.37,10.2,8.9,-29607.552,2.6
+26/05/2013,0.0,-23.8,-23.3,11.9,11,-26853.12,3
+27/05/2013,0.0,-23.74,-23.28,15.3,13.6,-28252.8,3
+28/05/2013,0.0,-23.6,-23.19,16.4,15,-28812.672,2.9
+29/05/2013,1.7,-23.72,-23.17,15.2,13.5,-28496.448,2.6
+30/05/2013,0.0,-23.82,-23.18,12.3,10.8,-29748.384,2.5
+31/05/2013,22.9,-23.63,-23.1,13.5,12.3,-27836.352,2.6
+01/06/2013,3.7,-23.71,-23.11,15.2,14.1,-29700,2.8
+02/06/2013,56.5,-23.67,-23.11,17.6,16.3,-29563.488,2.9
+03/06/2013,0.0,-23.54,-23.05,15.3,14.6,-26586.144,2.9
+04/06/2013,0.0,-23.47,-23.04,18,16.9,-29578.176,2.8
+05/06/2013,0.0,-23.59,-23.06,18.2,16.9,-29827.872,2.7
+06/06/2013,0.0,-23.63,-23.05,19.1,18,-30969.216,2.7
+07/06/2013,0.0,-23.53,-23,20.8,19.7,-32979.744,2.6
+08/06/2013,0.0,-23.64,-22.96,21.8,20.7,-34237.728,2.5
+09/06/2013,0.0,-23.32,-22.84,20.4,19.1,-29275.776,2.5
+10/06/2013,0.0,-23.31,-22.74,18.4,17.3,-29795.04,2.5
+11/06/2013,0.0,-23.23,-22.7,19.7,18.5,-32270.4,2.5
+12/06/2013,0.0,-23.18,-22.69,21.2,20.1,-32102.784,2.5
+13/06/2013,0.0,-23.47,-22.72,21.2,20.3,-36459.936,2.7
+14/06/2013,0.0,-23.37,-22.67,23,21.6,-35951.904,2.6
+15/06/2013,0.0,-23.37,-22.68,24.9,22.9,-37063.008,2.6
+16/06/2013,0.0,-23.35,-22.66,25.6,23.8,-35525.952,2.6
+17/06/2013,0.0,-23.28,-22.61,27.1,25.6,-35284.032,2.6
+18/06/2013,0.0,-23.58,-22.63,26.8,25.5,-37050.048,2.6
+19/06/2013,0.0,-23.47,-22.58,27.9,26.1,-36105.696,2.5
+20/06/2013,0.0,-23.41,-22.54,27.3,26.1,-36894.528,2.3
+21/06/2013,0.0,-23.44,-22.52,25.7,24.1,-36854.784,2.3
+22/06/2013,0.0,-23.41,-22.54,23.7,22.1,-36923.04,2.3
+23/06/2013,0.0,-23.08,-22.45,23.3,21.7,-33535.296,2.3
+24/06/2013,0.0,-23.13,-22.38,20.1,18.9,-33079.104,2.3
+25/06/2013,0.0,-22.88,-22.25,20.5,19.5,-29579.904,2.3
+26/06/2013,0.0,-22.94,-22.21,18.6,17.8,-30709.152,2.3
+27/06/2013,1.9,-22.75,-22.16,19.4,18.9,-31459.968,2.3
+28/06/2013,0.0,-22.82,-22.14,16.4,15.7,-31489.344,2.2
+29/06/2013,0.0,-22.59,-22.02,18.3,17.4,-31408.992,2
+30/06/2013,0.0,-22.56,-22,20.3,19,-30673.728,2
+01/07/2013,0.0,-22.6,-21.98,22.6,21.1,-32562.432,2
+02/07/2013,0.0,-22.92,-22.08,23.9,22,-35395.488,1.9
+03/07/2013,0.0,-22.91,-22.11,24.1,22.5,-35198.496,2
+04/07/2013,0.0,-22.89,-22.11,22,20.9,-33157.728,2
+05/07/2013,0.0,-22.64,-22.03,24.5,23.6,-31771.872,1.9
+06/07/2013,0.0,-23.01,-22.1,24.2,23.3,-36165.312,2
+07/07/2013,0.0,-23.03,-22.13,24.5,23.5,-35227.872,2
+08/07/2013,0.0,-23.14,-22.16,25.4,23.9,-32799.168,2
+09/07/2013,0.0,-23.02,-22.14,24.5,23.4,-32577.12,1.9
+10/07/2013,0.0,-23.07,-22.13,24.4,23.4,-33852.384,2
+11/07/2013,3.6,-22.99,-22.14,21.8,20.3,-28747.872,2
+12/07/2013,0.0,-22.75,-22.07,23.5,22.1,-30773.088,2
+13/07/2013,0.0,-22.8,-22.05,25.3,23.3,-31818.528,2
+14/07/2013,0.0,-22.8,-22.03,24.8,23.5,-29857.248,2
+15/07/2013,0.0,-22.78,-22.03,24.8,23.8,-29883.168,1.9
+16/07/2013,0.0,-22.87,-22.07,25.9,24.7,-31745.952,1.9
+17/07/2013,0.0,-22.93,-22.09,25.6,24.9,-30426.624,1.9
+18/07/2013,0.0,-22.94,-22.1,24.6,23.5,-30574.368,1.9
+19/07/2013,0.0,-22.76,-22.08,21.5,20.6,-28201.824,2
+20/07/2013,0.6,-22.36,-21.87,22.5,21.5,-25439.616,2.2
+21/07/2013,0.0,-22.19,-21.79,24.4,23.5,-24452.064,2.2
+22/07/2013,0.0,-22.66,-21.89,24.9,23.8,-30074.112,2.1
+23/07/2013,0.0,-22.75,-21.95,25,23.3,-29801.952,1.9
+24/07/2013,0.0,-22.93,-22.06,26.3,24.6,-32151.168,1.9
+25/07/2013,0.0,-22.92,-22.13,27.2,25.4,-31370.976,2.1
+26/07/2013,0.0,-23.06,-22.17,28.5,26.9,-33558.624,2.2
+27/07/2013,0.0,-23.24,-22.27,29.1,27.4,-25356.672,2.2
+28/07/2013,0.0,-23.09,-22.27,29.5,27.6,-31186.08,2.2
+29/07/2013,0.0,-23.06,-22.25,27.3,25.4,-31011.552,2.1
+30/07/2013,0.0,-22.99,-22.22,25.6,23.9,-30201.984,1.9
+31/07/2013,0.0,-23.05,-22.22,25.6,24.1,-30981.312,1.9
+01/08/2013,0.0,-23.17,-22.26,25.8,24.8,-32112.288,1.9
+02/08/2013,0.0,-23.17,-22.31,27.1,26.4,-32140.8,1.9
+03/08/2013,0.0,-23.28,-22.39,28.2,26.6,-34103.808,1.9
+04/08/2013,0.0,-23.36,-22.45,29.1,27.2,-32527.008,1.9
+05/08/2013,0.0,-23.26,-22.43,29.7,28,-33372,1.9
+06/08/2013,0.0,-23.53,-22.51,30.2,28.5,-34650.72,1.9
+07/08/2013,0.0,-23.59,-22.55,29.4,27.5,-35508.672,1.9
+08/08/2013,0.0,-23.47,-22.55,29.2,27.5,-32602.176,1.9
+09/08/2013,0.0,-23.44,-22.51,26.8,25.8,-31807.296,1.9
+10/08/2013,0.0,-23.34,-22.48,24.8,23.7,-30519.072,2.1
+11/08/2013,0.0,-23.25,-22.45,25.4,24.1,-28375.488,2.1
+12/08/2013,0.0,-23.31,-22.46,25.3,24.4,-30268.512,2.1
+13/08/2013,0.0,-23.34,-22.49,26.8,25,-31072.032,2.1
+14/08/2013,0.0,-23.44,-22.54,25.7,24.4,-31827.168,2.1
+15/08/2013,0.0,-23.06,-22.47,24.6,23.6,-25059.456,2.1
+16/08/2013,0.0,-23.15,-22.42,25.1,24.8,-27730.944,2.1
+17/08/2013,0.0,-23.41,-22.51,26.3,25.2,-31369.248,2.1
+18/08/2013,0.0,-23.35,-22.52,26.5,25.2,-28751.328,2.1
+19/08/2013,0.0,-23.43,-22.53,26.2,25.2,-31661.28,2.1
+20/08/2013,5.9,-23.16,-22.51,22.7,21.8,-28156.032,2.1
+21/08/2013,0.0,-23.37,-22.51,23.9,22.9,-28646.784,2.1
+22/08/2013,0.0,-23.39,-22.54,24.4,24.2,-30760.992,2.1
+23/08/2013,0.0,-23.59,-22.64,24.9,24.1,-34826.976,2
+24/08/2013,0.0,-23.49,-22.64,23.5,22.2,-31489.344,2
+25/08/2013,0.9,-23.14,-22.48,23,22.2,-26101.44,2
+26/08/2013,0.0,-23.11,-22.43,24,22.7,-27758.592,2
+27/08/2013,4.0,-23.38,-22.53,21.3,20.2,-31400.352,2
+28/08/2013,0.0,-23.3,-22.51,21.6,20.5,-29364.768,1.9
+29/08/2013,0.0,-23.46,-22.57,22.2,21.3,-32685.12,1.9
+30/08/2013,0.0,-23.52,-22.61,22.1,22.3,-33746.112,1.9
+31/08/2013,0.0,-23.59,-22.66,21.5,21.5,-34376.832,2
+01/09/2013,0.0,-23.53,-22.65,21.3,20.7,-32613.408,2
+02/09/2013,0.0,-23.52,-22.66,22,21.3,-31642.272,2
+03/09/2013,0.0,-23.64,-22.74,23.3,23.2,-34404.48,1.9
+04/09/2013,0.0,-23.64,-22.82,24.2,23.3,-36485.856,2
+05/09/2013,0.0,-23.61,-22.84,24.7,23.7,-34881.408,2
+06/09/2013,0.0,-23.59,-22.86,24.9,24,-37398.24,2
+07/09/2013,0.0,-23.6,-22.91,25.5,24.5,-36625.824,2
+08/09/2013,0.0,-23.37,-22.88,24.8,23.5,-30664.224,2
+09/09/2013,0.0,-23.33,-22.77,23.5,22.5,-30448.224,2.1
+10/09/2013,0.0,-23.27,-22.73,21.9,20.8,-31642.272,2.1
+11/09/2013,0.1,-23.31,-22.72,21.4,20.6,-31464.288,2.1
+12/09/2013,0.2,-23.32,-22.72,18.6,17.6,-31383.072,2.2
+13/09/2013,0.0,-23.28,-22.74,18,17.3,-32518.368,2.1
+14/09/2013,0.0,-23.4,-22.81,19,17.8,-34719.84,2.1
+15/09/2013,0.0,-23.28,-22.78,18.4,17.4,-31969.728,2.1
+16/09/2013,0.0,-23.25,-22.7,19.3,18.4,-31643.136,2.1
+17/09/2013,8.0,-23.2,-22.69,19.3,18.8,-32143.392,2.1
+18/09/2013,0.0,-23.31,-22.75,18.6,17.8,-33121.44,2.1
+19/09/2013,0.0,-23.37,-22.78,21.3,20.4,-33061.824,2.1
+20/09/2013,0.0,-23.51,-22.9,20.6,19.7,-35741.088,2.1
+21/09/2013,0.0,-23.59,-23.01,20.4,19.6,-36343.296,2.1
+22/09/2013,0.0,-23.54,-23.04,20,19.1,-34680.96,2.1
+23/09/2013,0.0,-23.57,-23.02,19.5,18.2,-34548.768,2.1
+24/09/2013,0.0,-23.56,-23.02,19.2,18.3,-34575.552,2
+25/09/2013,0.0,-23.5,-23.01,19.9,18.8,-33468.768,2
+26/09/2013,0.0,-23.52,-23.02,20.3,19.3,-33061.824,1.9
+27/09/2013,0.0,-23.5,-23,19.6,18.4,-33312.384,1.9
+28/09/2013,0.0,-23.51,-23.01,21,20,-34788.096,1.9
+29/09/2013,39.6,-23.39,-22.97,18.9,17.6,-30633.12,2
+30/09/2013,0.0,-23.22,-22.85,17.6,17,-29123.712,2.1
+01/10/2013,0.0,-23.26,-22.89,17.4,17.5,-29584.224,2
+02/10/2013,0.0,-23.41,-22.95,18.1,17.6,-30910.464,2
+03/10/2013,0.0,-23.48,-23.05,15.6,15.8,-31384.8,2.1
+04/10/2013,0.0,-23.38,-23.06,16.7,16.1,-29757.888,2.3
+05/10/2013,0.0,-23.33,-22.94,16.4,15.8,-29007.936,2.5
+06/10/2013,9.3,-23.31,-22.89,18.2,17.4,-28283.904,2.5
+07/10/2013,0.0,-23.19,-22.9,17.7,17.2,-27864.864,2.5
+08/10/2013,0.0,-23.17,-22.89,16.1,15.7,-28003.104,2.6
+09/10/2013,0.0,-23.14,-22.86,16.1,15.7,-27921.024,2.5
+10/10/2013,1.1,-23.15,-22.82,16.9,16.3,-28492.992,2.4
+11/10/2013,4.0,-23.17,-22.8,17,16.1,-28689.12,2.4
+12/10/2013,10.7,-23.19,-22.86,15.3,14.7,-29655.072,2.4
+13/10/2013,0.0,-23.11,-22.84,15.4,15.1,-26779.68,2.4
+14/10/2013,0.0,-23.05,-22.82,16,15.7,-27348.192,2.3
+15/10/2013,0.0,-23.07,-22.79,16.8,15.9,-27393.12,2.3
+16/10/2013,0.0,-23.03,-22.71,18.1,17.7,-28484.352,2.8
+17/10/2013,0.0,-23.47,-22.92,14.1,14.2,-36566.208,2.6
+18/10/2013,0.0,-23.17,-22.9,14.3,14.2,-29423.52,2.4
+19/10/2013,0.0,-23.32,-22.94,15.9,15.7,-31788.288,2.3
+20/10/2013,0.0,-23.31,-22.96,16.6,16.1,-31540.32,2.3
+21/10/2013,0.0,-23.27,-22.89,17.6,16.1,-29375.136,2.6
+22/10/2013,0.1,-23.24,-22.88,16.4,16.4,-29641.248,2.7
+23/10/2013,0.0,-23.25,-22.88,16.6,16.4,-30808.512,2.4
+24/10/2013,0.0,-23.26,-22.86,16,15.8,-29178.144,2.4
+25/10/2013,0.0,-23.2,-22.86,15.4,15.2,-30532.032,2.3
+26/10/2013,0.0,-23.26,-22.88,15.8,15.9,-31019.328,2.3
+27/10/2013,0.1,-23.24,-22.86,17.2,16.9,-30722.112,2.3
+28/10/2013,0.0,-23.27,-22.83,19.9,19.1,-29240.352,2.2
+29/10/2013,0.0,-23.48,-22.87,18.2,17.8,-32365.44,2.2
+30/10/2013,0.0,-23.37,-22.87,16.5,16.3,-30093.12,2.2
+31/10/2013,0.0,-23.32,-22.88,16.9,17.1,-29855.52,2.2
+01/11/2013,0.0,-23.38,-22.9,14.6,14.9,-30963.168,2.2
+02/11/2013,0.0,-23.25,-22.83,15.4,14.4,-29094.336,2.2
+03/11/2013,0.0,-23.21,-22.8,18.3,17.6,-29363.04,2.2
+04/11/2013,0.0,-23.14,-22.72,17.2,16.8,-28724.544,2.4
+05/11/2013,0.0,-23.17,-22.68,14.7,13.8,-29839.104,2.5
+06/11/2013,0.0,-23.36,-22.8,13.2,13,-30482.784,2.5
+07/11/2013,0.0,-23.47,-22.92,13.5,13.8,-30717.792,2.3
+08/11/2013,0.0,-23.39,-22.89,16.1,16,-29735.424,2.3
+09/11/2013,0.0,-23.18,-22.78,17.2,17,-27273.888,2.3
+10/11/2013,31.2,-23.13,-22.7,12.2,11.3,-27605.664,2.5
+11/11/2013,59.4,-23.37,-22.68,9.5,9.5,-28667.52,3.4
+12/11/2013,0.4,-23.48,-22.89,12.5,12.1,-31377.024,4
+13/11/2013,0.0,-23.53,-22.93,14.4,13.6,-32849.28,4.1
+14/11/2013,0.0,-23.49,-22.93,14.3,13.6,-32692.896,3.8
+15/11/2013,0.0,-23.45,-22.88,13.1,12.5,-30805.056,3.5
+16/11/2013,0.0,-23.47,-22.92,14,13.5,-32752.512,3.3
+17/11/2013,0.0,-23.35,-22.86,10.7,11.7,-30418.848,3
+18/11/2013,0.0,-23.28,-22.78,8.8,9.3,-29133.216,2.6
+19/11/2013,0.0,-23.05,-22.6,10.2,10.1,-27961.632,2.6
+20/11/2013,19.8,-23.16,-22.62,10.4,9.9,-30232.224,3
+21/11/2013,0.0,-22.99,-22.56,9.3,8.6,-27255.744,2.9
+22/11/2013,3.8,-22.93,-22.5,6.8,6.5,-27738.72,3.1
+23/11/2013,0.0,-23.03,-22.48,7.8,7.3,-29498.688,3
+24/11/2013,0.0,-22.97,-22.5,8.1,8.1,-27850.176,2.9
+25/11/2013,0.0,-23,-22.54,5.7,5.2,-27132.192,2.8
+26/11/2013,0.0,-22.99,-22.52,1.7,1.6,-28022.112,2.8
+27/11/2013,2.1,-22.95,-22.5,1.9,1.6,-28527.552,2.7
+28/11/2013,0.0,-22.95,-22.48,2.5,3.7,-29739.744,2.7
+29/11/2013,0.0,-22.79,-22.42,3,4,-29494.368,2.7
+30/11/2013,0.0,-22.87,-22.35,1.7,2.1,-31271.616,2.8
+01/12/2013,0.0,-22.68,-22.26,9.5,9,-29115.072,2.8
+02/12/2013,0.0,-22.5,-22.25,10.4,9.8,-28399.68,2.9
+03/12/2013,0.0,-22.82,-22.28,8.4,8.6,-29629.152,2.9
+04/12/2013,0.0,-23.28,-22.28,2.5,3.4,-32218.56,2.7
+05/12/2013,0.0,-23.05,-22.22,0.9,1.4,-30186.432,2.7
+06/12/2013,0.0,-22.95,-22.09,3.8,3.6,-29636.928,2.6
+07/12/2013,0.0,-23.14,-22.16,1.4,1.4,-32253.984,2.6
+08/12/2013,0.0,-22.96,-22.16,1.8,1.7,-30629.664,2.5
+09/12/2013,0.0,-22.9,-22.11,1.5,1.4,-28366.848,2.5
+10/12/2013,0.1,-22.92,-22.11,2,1.6,-27900.288,2.3
+11/12/2013,0.0,-22.98,-22.13,2.7,2.4,-31586.112,2.5
+12/12/2013,0.1,-22.83,-22.03,2.5,2.3,-29137.536,2.6
+13/12/2013,0.0,-22.86,-21.97,3.5,3.1,-30123.36,2.4
+14/12/2013,0.0,-22.86,-21.97,4.7,4.4,-31619.808,2.4
+15/12/2013,0.0,-22.67,-21.92,6.1,5.8,-28188,2.4
+16/12/2013,0.0,-22.63,-21.91,3.2,5,-28761.696,2.4
+17/12/2013,0.0,-22.74,-21.9,1.4,2,-29555.712,2.3
+18/12/2013,0.0,-22.65,-21.83,0,0.8,-28245.888,2.3
+19/12/2013,0.0,-22.73,-21.82,0.8,1.8,-29972.16,2.3
+20/12/2013,0.8,-22.73,-21.84,5.1,5.2,-31411.584,2.3
+21/12/2013,0.0,-22.78,-21.9,4.8,4.8,-31335.552,2.3
+22/12/2013,0.1,-22.58,-21.81,5,4.9,-28982.88,2.3
+23/12/2013,0.0,-22.48,-21.7,4.7,4.4,-26904.96,2.3
+24/12/2013,0.0,-22.49,-21.68,2.6,2.5,-28633.824,2.3
+25/12/2013,0.8,-22.29,-21.59,9.8,9.4,-25895.808,2.3
+26/12/2013,0.0,-21.94,-21.32,10.5,10.3,-23711.616,2.3
+27/12/2013,0.1,-22.31,-21.51,5.7,5.6,-28397.088,2.3
+28/12/2013,0.0,-22.38,-21.6,6.6,6.9,-28729.728,2.3
+29/12/2013,0.9,-22.31,-21.58,9.8,9.3,-27020.736,2.3
+30/12/2013,0.0,-22.32,-21.58,6.8,6.6,-26564.544,2.3
+31/12/2013,0.0,-22.43,-21.6,7.7,7.7,-31168.8,2.3
+01/01/2014,0.0,-22.28,-21.6,5,5.1,-28766.88,2.2
+02/01/2014,0.2,-22.23,-21.52,3.7,3.4,-25740.288,2.3
+03/01/2014,1.6,-22.33,-21.56,10.5,9.9,-29050.272,2.3
+04/01/2014,2.5,-22.34,-21.54,11.7,11.3,-30252.96,2.3
+05/01/2014,5.2,-22.22,-21.44,10.5,10.2,-26970.624,2.4
+06/01/2014,0.0,-22.29,-21.53,7.2,7.6,-28545.696,2.4
+07/01/2014,0.0,-22.41,-21.61,4.7,4.8,-29044.224,2.3
+08/01/2014,0.1,-22.39,-21.61,3.6,3.3,-28588.896,2.3
+09/01/2014,0.0,-22.33,-21.57,2.9,2.8,-28934.496,2.3
+10/01/2014,0.0,-22.23,-21.51,7.6,7.1,-28378.944,2.3
+11/01/2014,0.1,-22.29,-21.53,5.5,5.4,-28754.784,2.3
+12/01/2014,0.1,-22.27,-21.52,4.1,3.7,-28542.24,2.3
+13/01/2014,0.0,-22.3,-21.51,3.2,2.9,-29201.472,2.3
+14/01/2014,4.0,-22.15,-21.4,6.6,6.2,-27947.808,2.3
+15/01/2014,0.2,-22.23,-21.44,4.4,4.9,-29120.256,2.4
+16/01/2014,0.0,-22.31,-21.52,4.4,4,-29360.448,2.3
+17/01/2014,0.0,-22.39,-21.48,11.8,11.5,-29039.904,2.3
+18/01/2014,0.0,-22.42,-21.5,12.7,12.2,-31665.6,2.3
+19/01/2014,13.7,-22.17,-21.43,11.1,9.3,-29166.048,2.3
+20/01/2014,5.3,-22.05,-21.4,8.3,7.8,-26643.168,2.5
+21/01/2014,2.5,-22.02,-21.37,7.5,6.4,-27684.288,2.4
+22/01/2014,9.9,-22.11,-21.48,8.5,8,-30178.656,2.5
+23/01/2014,3.2,-22.17,-21.5,8.8,8.2,-29684.448,2.5
+24/01/2014,11.8,-22.07,-21.4,7.4,6.8,-29547.072,2.8
+25/01/2014,0.0,-22.13,-21.46,5.9,5.6,-30364.416,2.9
+26/01/2014,0.0,-22.06,-21.45,2.5,2.6,-28974.24,2.7
+27/01/2014,2.4,-22.02,-21.37,2.5,2.2,-28391.04,2.6
+28/01/2014,0.1,-22.02,-21.37,4.8,4.4,-29865.024,2.6
+29/01/2014,2.0,-22.09,-21.45,4.1,3.9,-28815.264,2.5
+30/01/2014,13.6,-22.16,-21.46,9.5,8.8,-30556.224,2.9
+31/01/2014,28.6,-22.42,-21.56,10.3,10.1,-33419.52,3.2
+01/02/2014,1.4,-22.29,-21.53,10.7,10.9,-30964.032,3.3
+02/02/2014,9.4,-22.28,-21.51,9.1,8.9,-31027.104,3.1
+03/02/2014,0.4,-22.14,-21.5,9.9,9.9,-30247.776,3
+04/02/2014,0.6,-22.11,-21.51,9.6,9.1,-29414.88,2.8
+05/02/2014,1.4,-22.14,-21.49,7.3,6.8,-32295.456,2.8
+06/02/2014,7.4,-22.1,-21.47,8,7.5,-32668.704,2.9
+07/02/2014,0.7,-22.22,-21.53,7.9,7.8,-34757.856,2.8
+08/02/2014,6.0,-22.24,-21.49,10.6,10.1,-35355.744,2.9
+09/02/2014,11.3,-22.18,-21.43,9.8,9.4,-34098.624,3.1
+10/02/2014,5.2,-22.12,-21.43,9,8.3,-34500.384,3.1
+11/02/2014,25.6,-21.97,-21.35,9.4,8.8,-27798.336,3.5
+12/02/2014,0.1,-22.02,-21.34,8.3,7.6,-34362.144,3.6
+13/02/2014,0.1,-21.94,-21.34,6.7,6.3,-32985.792,3.4
+14/02/2014,0.0,-21.84,-21.23,11.5,10.7,-32534.784,3.1
+15/02/2014,0.0,-21.89,-21.23,10.4,10.2,-34361.28,2.9
+16/02/2014,0.0,-22.04,-21.2,14.6,12.9,-34993.728,2.9
+17/02/2014,0.0,-21.93,-21.13,14.5,13,-31813.344,2.8
+18/02/2014,0.0,-21.65,-20.99,11.3,11.1,-29879.712,2.8
+19/02/2014,0.0,-21.21,-20.84,13.8,13.2,-28474.848,2.8
+20/02/2014,3.2,-21.04,-20.67,11.6,11,-27122.688,2.8
+21/02/2014,0.0,-20.98,-20.6,10.8,10.4,-28086.048,2.7
+22/02/2014,3.5,-20.89,-20.51,10,9.5,-27592.704,2.7
+23/02/2014,0.0,-20.81,-20.46,7.1,6.8,-27066.528,2.6
+24/02/2014,0.0,-20.72,-20.36,8.7,8,-26085.024,2.6
+25/02/2014,0.0,-20.66,-20.29,7.1,6.7,-27244.512,2.5
+26/02/2014,3.5,-20.77,-20.28,7.7,6.8,-28016.064,2.5
+27/02/2014,8.5,-20.7,-20.25,9,8.6,-28051.488,2.7
+28/02/2014,2.4,-20.63,-20.13,7.9,7.1,-28144.8,2.7
+01/03/2014,4.3,-20.59,-20.01,7,6.6,-31080.672,2.6
+02/03/2014,0.0,-20.41,-19.96,7,7.1,-28632.96,2.6
+03/03/2014,0.0,-20.43,-19.95,7.1,7,-28918.08,2.5
+04/03/2014,12.2,-20.46,-19.87,8.6,7.9,-29368.224,2.6
+05/03/2014,0.4,-20.92,-20.06,8.1,8,-32586.624,2.7
+06/03/2014,0.0,-20.82,-20.06,9.4,9.4,-28170.72,2.6
+07/03/2014,0.0,-20.68,-19.94,10.9,10,-28153.44,2.6
+08/03/2014,0.0,-20.67,-19.93,10.2,9.4,-28750.464,2.6
+09/03/2014,0.0,-20.53,-19.86,11.3,10.5,-27177.984,2.5
+10/03/2014,0.0,-20.78,-19.88,10.9,10.5,-34200.576,2.5
+11/03/2014,0.0,-20.48,-19.83,10.3,9.6,-27959.904,2.5
+12/03/2014,0.0,-20.47,-19.82,10.6,9.6,-29577.312,2.5
+13/03/2014,0.0,-20.46,-19.8,10.4,9.8,-30759.264,2.4
+14/03/2014,0.0,-20.63,-19.81,10.3,10,-32784.48,2.4
+15/03/2014,0.0,-20.56,-19.76,11.1,10.5,-33130.08,2.4
+16/03/2014,0.0,-20.49,-19.68,12,11.3,-30877.632,2.4
+17/03/2014,0.0,-20.22,-19.65,13.3,12.5,-29077.92,2.4
+18/03/2014,0.0,-20.08,-19.58,13.8,12.8,-25901.856,2.4
+19/03/2014,0.0,-19.99,-19.46,12.3,11.7,-26331.264,2.3
+20/03/2014,0.0,-20.29,-19.56,13.5,13.3,-29059.776,2.3
+21/03/2014,0.0,-20.36,-19.57,14.5,13.7,-30243.456,2.3
+22/03/2014,0.1,-20.38,-19.53,14.1,13.5,-30730.752,2.3
+23/03/2014,5.9,-20.06,-19.38,12.7,11.8,-26968.032,2.5
+24/03/2014,0.7,-19.94,-19.32,8.4,7.3,-25164,2.4
+25/03/2014,0.0,-20.12,-19.41,7.6,6.6,-28658.016,2.3
+26/03/2014,0.0,-20.12,-19.39,9.7,8.9,-28989.792,2.3
+27/03/2014,11.9,-20.27,-19.43,8.9,8.4,-27631.584,2.8
+28/03/2014,1.9,-20.22,-19.47,7.7,7.3,-27872.64,3.1
+29/03/2014,0.0,-20.33,-19.56,11.4,11.4,-31142.016,2.8
+30/03/2014,0.0,-20.24,-19.44,13,12.4,-29458.08,2.6
+31/03/2014,0.0,-20.22,-19.47,13.6,12.8,-28890.432,2.6
+01/04/2014,0.0,-20.28,,12.8,11.7,-28770.336,2.5
+02/04/2014,0.0,-20.38,,13.2,11.9,-31332.096,2.5
+03/04/2014,0.0,-20.38,,13.6,12.6,-31230.144,2.5
+04/04/2014,15.6,-20.15,,11.7,11.3,-27787.968,2.5
+05/04/2014,9.4,-20.13,,13.3,12.6,-28598.4,2.5
+06/04/2014,0.0,-20.17,,14.8,13.8,-28559.52,2.5
+07/04/2014,0.0,-20.18,,15.9,15.2,-28408.32,2.4
+08/04/2014,0.0,-20.06,,16.1,15.2,-28919.808,2.4
+09/04/2014,0.4,-20.07,,15.2,14.1,-28469.664,2.4
+10/04/2014,0.0,-20.21,-19.41,13.5,13,-29349.216,2.3
+11/04/2014,1.5,-20.24,-19.41,15.2,14.3,-29129.76,2.2
+12/04/2014,29.1,-20.29,-19.4,15.1,14.2,-30036.96,2.2
+13/04/2014,10.0,-20.28,-19.4,14.9,14.6,-28293.408,2.3
+14/04/2014,0.0,-20.08,-19.34,14.3,13.7,-26423.712,2.2
+15/04/2014,7.7,-20.26,-19.33,12.4,12.1,-27347.328,2.2
+16/04/2014,0.0,-20.15,-19.34,9.7,9,-26632.8,2.2
+17/04/2014,0.0,-19.97,-19.27,9.2,8.4,-25862.976,2.2
+18/04/2014,0.0,-20.02,-19.25,12.7,11.8,-28885.248,2.3
+19/04/2014,6.7,-20.08,-19.24,11.5,10.5,-27472.608,2.5
+20/04/2014,0.5,-19.74,-19.17,12.4,11.4,-25183.008,2.5
+21/04/2014,0.0,-19.66,-19.15,16.3,15.3,-24906.528,2.5
+22/04/2014,0.0,-20.03,-19.24,17.6,17,-26695.008,2.5
+23/04/2014,0.0,-19.93,-19.23,16.6,16.1,-26420.256,2.5
+24/04/2014,0.0,-20.13,-19.28,15.3,14.8,-27038.016,2.7
+25/04/2014,2.5,-20.09,-19.25,16.5,15.7,-27427.68,2.8
+26/04/2014,0.1,-19.99,-19.24,17,16.2,-26551.584,2.8
+27/04/2014,7.8,-19.71,-19.13,14.3,13.3,-24432.192,2.7
+28/04/2014,1.8,-19.8,-19.16,12.3,11.6,-24573.024,2.7
+29/04/2014,0.1,-19.91,-19.19,12.8,11.9,-25180.416,2.7
+30/04/2014,1.9,-19.99,-19.23,14.4,13.1,-26776.224,2.8
+01/05/2014,0.1,-19.86,-19.17,13.7,12.9,-25872.48,3.2
+02/05/2014,8.2,-19.8,-19.12,14.1,12.9,-25136.352,3.3
+03/05/2014,14.3,-19.8,-19.1,12.1,11.3,-25709.184,3.2
+04/05/2014,0.0,-19.86,-19.14,12.1,11.3,-25492.32,3.2
+05/05/2014,0.0,-20.13,-19.3,14.5,13.2,-28576.8,3.4
+06/05/2014,0.0,-20.06,-19.34,16,14.9,-27825.12,3.1
+07/05/2014,0.0,-20.06,-19.32,16.1,14.8,-27918.432,2.8
+08/05/2014,0.0,-20.04,-19.3,17.5,16.6,-27018.144,2.8
+09/05/2014,0.0,-20.14,-19.33,17.8,16.6,-28054.944,2.8
+10/05/2014,0.0,-20.21,-19.36,19.7,18.4,-29706.912,2.9
+11/05/2014,0.0,-20.11,-19.31,19.4,17.9,-27263.52,3
+12/05/2014,0.0,-20.08,-19.29,18.8,17.4,-27076.032,3
+13/05/2014,23.6,-20.06,-19.31,14.8,13.4,-27909.792,3
+14/05/2014,2.5,-20.07,-19.28,14.9,14,-27449.28,3
+15/05/2014,0.0,-20.18,-19.34,13.6,12.8,-27246.24,2.9
+16/05/2014,0.0,-20.19,-19.32,14.7,13.9,-28182.816,2.8
+17/05/2014,1.7,-20.23,-19.37,16.7,15.8,-28499.904,2.5
+18/05/2014,0.0,-20.19,-19.38,17.1,15.4,-27670.464,2.4
+19/05/2014,0.0,-20.22,-19.38,16.1,15.3,-28043.712,2.4
+20/05/2014,0.0,-20.16,-19.38,19.6,18.9,-27478.656,2.4
+21/05/2014,0.0,-20.16,-19.39,21.4,20.2,-26568,2.8
+22/05/2014,0.0,-20.22,-19.41,22.6,21.3,-27583.2,2.9
+23/05/2014,0.2,-20.16,-19.37,19.9,19,-26165.376,2.8
+24/05/2014,0.0,-20.32,-19.46,21,19.8,-28638.144,2.5
+25/05/2014,14.7,-20.26,-19.45,18.9,17.6,-27578.016,2.4
+26/05/2014,6.4,-20.02,-19.38,20.6,19.2,-25242.624,2.4
+27/05/2014,13.3,-20.29,-19.43,17.1,16.2,-28772.928,2.4
+28/05/2014,0.4,-20.21,-19.41,17.2,16,-27854.496,2.4
+29/05/2014,0.0,-20.37,-19.48,18,16.6,-30227.904,2.4
+30/05/2014,0.1,-20.32,-19.5,17.6,16,-29099.52,2.4
+31/05/2014,3.2,-20.3,-19.52,15.3,14.5,-28740.96,2.4
+01/06/2014,0.0,-20.29,-19.51,16.7,15.7,-27648.864,2.6
+02/06/2014,0.0,-20.27,-19.51,18.4,17.8,-27732.672,2.7
+03/06/2014,0.0,-20.29,-19.52,19.4,18.5,-29173.824,2.7
+04/06/2014,0.0,-20.51,-19.5,20.1,18.6,-29226.528,2.7
+05/06/2014,0.0,-20.43,-19.5,21.8,19.9,-25947.648,2.7
+06/06/2014,0.0,-20.6,-19.58,22.8,20.7,-28475.712,2.7
+07/06/2014,0.0,-20.66,-19.62,25,23.5,-29610.144,2.7
+08/06/2014,0.0,-20.78,-19.69,25.6,24.2,-30704.832,2.5
+09/06/2014,0.0,-20.68,-19.67,25.6,24.2,-27598.752,2.3
+10/06/2014,0.0,-20.75,-19.71,26.3,25,-28524.96,2.3
+11/06/2014,0.0,-20.8,-19.75,27,25.7,-27727.488,2.3
+12/06/2014,0.0,-20.91,-19.78,26.2,25,-28003.104,2.3
+13/06/2014,0.0,-20.7,-19.7,24.3,23,-25922.592,2.3
+14/06/2014,0.0,-20.6,-19.65,22.5,21.8,-24915.168,2.6
+15/06/2014,5.5,-20.41,-19.6,19,18.5,-21854.88,2.6
+16/06/2014,16.0,-20.44,-19.53,17.3,17.3,-23234.688,2.5
+17/06/2014,1.2,-20.19,-19.51,19.2,18.5,-23373.792,2.4
+18/06/2014,0.2,-20.33,-19.56,19.8,19.1,-22991.904,2.3
+19/06/2014,0.5,-20.37,-19.61,19.6,18.6,-24780.384,2.3
+20/06/2014,0.0,-20.37,-19.6,21.5,19.9,-24439.104,2.3
+21/06/2014,0.0,-20.68,-19.75,23,21.6,-27218.592,2.3
+22/06/2014,0.0,-20.94,-19.84,24.6,22.7,-27293.76,2.3
+23/06/2014,0.0,-21.02,-19.92,24.6,22.8,-28467.936,2.3
+24/06/2014,0.0,-20.99,-19.89,24.7,23,-27002.592,2.3
+25/06/2014,0.0,-20.89,-19.88,23.6,22.2,-27618.624,2.3
+26/06/2014,0.6,-20.86,-19.9,21.8,20.1,-25011.072,2.3
+27/06/2014,0.1,-20.83,-19.94,23.6,22.3,-25231.392,2.3
+28/06/2014,0.0,-21.23,-20.08,24.7,23,-29498.688,2.3
+29/06/2014,0.0,-21.16,-20.05,24.7,23,-28536.192,2.3
+30/06/2014,15.7,-21.15,-20.05,22.2,20.9,-27583.2,2.4
+01/07/2014,0.0,-21.03,-20.04,22.4,21.2,-26939.52,2.5
+02/07/2014,0.0,-21.17,-20.1,24,22.6,-29410.56,2.7
+03/07/2014,0.0,-21.27,-20.17,24.5,23.4,-28924.128,2.7
+04/07/2014,0.0,-21.33,-20.19,26.6,26.1,-28848.96,2.5
+05/07/2014,0.0,-21.4,-20.24,25.9,25.1,-29113.344,2.3
+06/07/2014,0.0,-21.36,-20.27,25.7,24.2,-27885.6,2.3
+07/07/2014,0.0,-21.45,-20.31,26.1,24.3,-28898.208,2.3
+08/07/2014,1.3,-21.22,-20.21,23.6,22.1,-25094.88,2.3
+09/07/2014,0.0,-21.16,-20.19,22.1,20.7,-24738.048,2.3
+10/07/2014,9.0,-20.88,-20.12,18,16.2,-22211.712,2.6
+11/07/2014,1.3,-20.94,-20.12,18.6,17.4,-24156.576,2.4
+12/07/2014,0.0,-21.16,-20.23,21.8,20,-26625.888,2.4
+13/07/2014,13.3,-21.17,-20.24,21.7,20.1,-26182.656,2.4
+14/07/2014,11.4,-21.02,-20.18,19.8,18.5,-24119.424,2.4
+15/07/2014,0.0,-20.98,-20.17,21.8,21.2,-25799.904,2.4
+16/07/2014,0.0,-21.17,-20.23,25.2,24.1,-27690.336,2.4
+17/07/2014,0.0,-21.32,-20.32,25.4,24.4,-30278.88,2.3
+18/07/2014,0.0,-21.4,-20.38,25.6,24.6,-31295.808,2.5
+19/07/2014,0.0,-21.49,-20.44,26.5,25,-31334.688,2.7
+20/07/2014,0.0,-21.51,-20.46,27.9,26,-30579.552,2.7
+21/07/2014,4.8,-21.4,-20.38,22.5,21.4,-24608.448,2.7
+22/07/2014,0.0,-21.11,-20.27,22.9,21.8,-24248.16,2.7
+23/07/2014,0.0,-21.17,-20.31,24.4,23.4,-27088.128,2.5
+24/07/2014,6.9,-21.13,-20.35,21.7,20.2,-25012.8,2.4
+25/07/2014,0.0,-21.07,-20.36,24.7,23.2,-25971.84,2.5
+26/07/2014,13.0,-21.12,-20.33,23.3,21.8,-26133.408,2.5
+27/07/2014,0.2,-20.7,-20.23,22.1,21.1,-22559.904,2.4
+28/07/2014,0.5,-21.11,-20.34,24.2,22.3,-25954.56,2.4
+29/07/2014,67.3,-21.14,-20.3,21.5,20.6,-23279.616,2.9
+30/07/2014,13.3,-21.28,-20.33,19.1,18.2,-24814.944,3.3
+31/07/2014,0.0,-20.97,-20.34,22.1,21.1,-24001.056,3.4
+01/08/2014,0.0,-21.34,-20.39,24.7,23,-27056.16,3.2
+02/08/2014,0.0,-21.37,-20.42,27.2,24.2,-26378.784,3
+03/08/2014,16.4,-21.26,-20.41,24.7,22.1,-24192,2.9
+04/08/2014,0.0,-21.33,-20.41,24.3,23,-26571.456,2.9
+05/08/2014,8.8,-21.42,-20.42,22.8,21.4,-25485.408,2.7
+06/08/2014,0.0,-21.16,-20.38,22.5,21.7,-23729.76,2.6
+07/08/2014,0.0,-21.19,-20.4,23,27.4,-25617.6,2.6
+08/08/2014,0.0,-21.5,-20.49,25,27.4,-28305.504,2.5
+09/08/2014,0.0,-21.55,-20.55,25.8,24.1,-29223.072,2.6
+10/08/2014,0.0,-21.48,-20.54,26.7,25,-27955.584,2.6
+11/08/2014,0.0,-21.65,-20.58,26.3,24.9,-30439.584,2.5
+12/08/2014,0.0,-21.63,-20.6,26.1,24.4,-30806.784,2.5
+13/08/2014,0.0,-21.69,-20.62,27.2,25.8,-30970.08,2.5
+14/08/2014,9.5,-21.71,-20.65,23,22.2,-29141.856,2.6
+15/08/2014,0.0,-21.42,-20.57,21.4,19.7,-25143.264,2.8
+16/08/2014,0.0,-21.64,-20.62,20.1,19,-28753.056,2.7
+17/08/2014,0.0,-21.61,-20.62,20.7,19.8,-27325.728,2.7
+18/08/2014,0.0,-21.68,-20.64,21.3,20,-29579.04,2.6
+19/08/2014,0.0,-21.74,-20.69,22.4,20.9,-30913.056,2.5
+20/08/2014,0.0,-21.7,-20.67,24.8,23.2,-28331.424,2.5
+21/08/2014,0.0,-21.59,-20.67,25.7,24,-28367.712,2.5
+22/08/2014,0.0,-21.76,-20.75,23.8,22.1,-31838.4,2.4
+23/08/2014,24.0,-21.86,-20.76,20.6,19.3,-30685.824,2.5
+24/08/2014,0.1,-21.47,-20.67,21.4,20,-25795.584,2.5
+25/08/2014,0.0,-21.5,-20.65,22.4,21,-25595.136,2.4
+26/08/2014,0.0,-21.49,-20.63,22.8,21,-25252.128,2.4
+27/08/2014,0.0,-21.55,-20.63,25.7,23.6,-25232.256,2.4
+28/08/2014,0.0,-21.61,-20.66,23.6,22.4,-27209.088,2.4
+29/08/2014,0.0,-21.77,-20.74,23.7,23.5,-29481.408,2.4
+30/08/2014,0.0,-21.88,-20.8,25,23.2,-31077.216,2.4
+31/08/2014,0.0,-21.72,-20.77,24.9,23.3,-28165.536,2.4
+01/09/2014,13.6,-21.59,-20.67,17.6,17.2,-25055.136,2.5
+02/09/2014,0.0,-21.68,-20.7,19.2,18.5,-26309.664,2.5
+03/09/2014,0.1,-21.72,-20.74,18.5,17.8,-26990.496,2.5
+04/09/2014,0.0,-21.57,-20.71,21.3,20.6,-26235.36,2.9
+05/09/2014,0.0,-21.79,-20.79,21.6,20.8,-29275.776,3.2
+06/09/2014,0.0,-21.75,-20.77,22,20.7,-28218.24,2.8
+07/09/2014,0.0,-21.64,-20.79,21.7,20.5,-27850.176,2.5
+08/09/2014,0.0,-21.62,-20.8,22.8,21.6,-27624.672,2.5
+09/09/2014,0.0,-21.81,-20.86,23.9,22.7,-28969.92,2.5
+10/09/2014,24.0,-21.92,-20.89,19.9,19.1,-28628.64,2.5
+11/09/2014,20.1,-21.72,-20.8,19.7,18,-25917.408,2.6
+12/09/2014,15.4,-21.77,-20.8,15.2,14.1,-26174.88,2.7
+13/09/2014,0.1,-21.75,-20.85,17.4,15.8,-27831.168,2.9
+14/09/2014,0.0,-21.74,-20.84,20.4,18.4,-25651.296,3
+15/09/2014,0.0,-21.72,-20.86,20.6,18.6,-26457.408,3
+16/09/2014,0.0,-21.87,-20.85,21.3,19.6,-27796.608,3
+17/09/2014,0.0,-21.88,-20.87,20.9,19.4,-27454.464,2.9
+18/09/2014,0.0,-21.87,-20.89,22.1,20,-27615.168,2.7
+19/09/2014,0.0,-22.12,-20.99,24.3,22.3,-31373.568,2.6
+20/09/2014,0.6,-21.9,-20.92,27.2,23.6,-25887.168,2.6
+21/09/2014,0.0,-21.85,-20.87,24.7,22.4,-25631.424,2.5
+22/09/2014,0.0,-21.83,-20.84,23,20.2,-27082.944,2.6
+23/09/2014,0.0,-21.86,-20.89,19,17.1,-26325.216,2.7
+24/09/2014,1.6,-21.94,-20.94,14.6,13.3,-25762.752,2.6
+25/09/2014,2.7,-21.83,-20.9,18.5,17.5,-25284.96,2.5
+26/09/2014,0.0,-21.81,-20.9,18.3,16.9,-24724.224,2.5
+27/09/2014,0.0,-22.03,-21,17.2,17.4,-28346.112,2.4
+28/09/2014,0.0,-22.03,-21.02,17.8,18.2,-26165.376,2.4
+29/09/2014,0.0,-21.96,-20.99,18,17.7,-26180.928,2.4
+30/09/2014,0.0,-21.88,-20.98,18.5,18,-25810.272,2.4
+01/10/2014,5.1,-22.02,-20.99,18.3,17.4,-25497.504,2.5
+02/10/2014,0.0,-21.74,-20.93,18.8,18.1,-24498.72,2.5
+03/10/2014,0.0,-21.89,-20.94,19.1,18.6,-26032.32,2.5
+04/10/2014,0.0,-21.99,-20.98,17.5,18.6,-27749.952,2.5
+05/10/2014,0.0,-21.96,-20.95,17.1,18,-24344.928,2.5
+06/10/2014,0.0,-21.92,-20.96,17.2,17,-25609.824,2.5
+07/10/2014,0.0,-21.99,-21.02,17.7,16.9,-26076.384,2.5
+08/10/2014,0.0,-21.99,-21.03,19.5,18.4,-25989.984,2.5
+09/10/2014,0.0,-22.09,-21.08,19.1,18.6,-26658.72,2.5
+10/10/2014,0.0,-22.04,-21.06,20,19.1,-26170.56,2.5
+11/10/2014,0.0,-22.16,-21.11,19.3,18.5,-28159.488,2.5
+12/10/2014,0.0,-22.01,-21.08,20.9,20.3,-25622.784,2.5
+13/10/2014,1.6,-22.01,-21.05,21.2,20.7,-24850.368,2.5
+14/10/2014,0.0,-21.92,-20.99,19.2,18.4,-23499.072,2.5
+15/10/2014,0.0,-21.76,-21.03,20.7,20.3,-27699.84,2.5
+16/10/2014,1.8,-21.8,-21.09,21.2,20.7,-28108.512,2.5
+17/10/2014,0.0,-21.84,-21.16,21.5,20.9,-28591.488,2.5
+18/10/2014,0.0,-21.85,-21.2,21.3,21.3,-29205.792,2.5
+19/10/2014,0.0,-21.97,-21.24,19.4,19.2,-29060.64,2.5
+20/10/2014,0.0,-21.95,-21.2,18.6,18,-27886.464,2.5
+21/10/2014,0.0,-21.85,-21.16,18.8,18.2,-27777.6,2.5
+22/10/2014,3.7,-21.85,-21.13,14.5,14,-27223.776,2.6
+23/10/2014,3.1,-21.95,-21.21,8.5,8.2,-27205.632,2.6
+24/10/2014,0.0,-21.88,-21.25,13.4,13.1,-27458.784,2.6
+25/10/2014,0.0,-21.99,-21.33,12.6,11.9,-29194.56,2.6
+26/10/2014,0.0,-22.04,-21.39,11.4,11.3,-29018.304,2.6
+27/10/2014,0.0,-22.06,-21.38,11.5,11.1,-28702.08,2.6
+28/10/2014,0.0,-22.01,-21.38,11.5,12.4,-29096.064,2.6
+29/10/2014,0.0,-21.97,-21.35,11,10.7,-28067.904,2.6
+30/10/2014,0.0,-22.02,-21.38,11.4,11.2,-27228.096,2.6
+31/10/2014,0.0,-22.04,-21.41,11.8,11.2,-28843.776,2.6
+01/11/2014,0.0,-22.07,-21.44,13.1,12.9,-30274.56,2.6
+02/11/2014,0.0,-22.06,-21.43,10.2,10.3,-29068.416,2.6
+03/11/2014,0.0,-22.06,-21.39,11.1,10.5,-27201.312,2.7
+04/11/2014,0.0,-22.05,-21.35,15.7,14.4,-29502.144,2.8
+05/11/2014,17.8,-21.98,-21.3,17.8,17.2,-23518.08,2.9
+06/11/2014,36.3,-22.12,-21.47,15.1,14.9,-19879.776,3
+07/11/2014,7.6,-22.02,-21.4,14.5,14.3,-28427.328,3
+08/11/2014,0.0,-22.07,-21.44,14.9,14.9,-30382.56,3
+09/11/2014,0.1,-22.05,-21.46,15.4,14.8,-28936.224,3
+10/11/2014,1.7,-22,-21.45,14.4,13.6,-27269.568,3
+11/11/2014,0.1,-21.82,-21.34,13.2,13,-27185.76,3
+12/11/2014,3.3,-21.81,-21.31,12.3,12,-27076.032,2.9
+13/11/2014,0.0,-21.84,-21.34,13.8,13.6,-28190.592,2.7
+14/11/2014,0.0,-21.98,-21.45,11.4,11.3,-28731.456,2.7
+15/11/2014,4.5,-21.96,-21.4,12.6,12.4,-28706.4,2.7
+16/11/2014,19.4,-21.81,-21.4,12.8,12.3,-26839.296,2.9
+17/11/2014,32.8,-21.83,-21.36,10.2,9.7,-26764.992,3.4
+18/11/2014,0.1,-21.94,-21.41,13.1,12.2,-28253.664,3.6
+19/11/2014,1.2,-21.81,-21.43,11.4,11.3,-26865.216,3.7
+20/11/2014,0.1,-21.96,-21.54,5.6,5.3,-26420.256,3.6
+21/11/2014,0.0,-21.91,-21.5,6.6,6.2,-25557.984,3.4
+22/11/2014,0.0,-21.88,-21.47,11.7,11.5,-28321.92,3.3
+23/11/2014,0.0,-21.9,-21.47,10.6,10.7,-26297.568,3.3
+24/11/2014,0.1,-21.88,-21.47,8.5,8.2,-25584.768,3.1
+25/11/2014,0.1,-21.9,-21.46,9.2,9.3,-26904.96,2.9
+26/11/2014,0.7,-21.99,-21.45,12.3,12,-27803.52,2.9
+27/11/2014,14.6,-21.85,-21.43,12.3,11.8,-27189.216,3
+28/11/2014,0.1,-21.93,-21.44,9.6,9.5,-28791.936,3.1
+29/11/2014,0.9,-22.05,-21.51,9.8,9.9,-30163.968,3
+30/11/2014,0.2,-21.95,-21.44,13.8,13.7,-28543.104,3
+01/12/2014,0.7,-21.81,-21.38,15.2,15.1,-27161.568,3
+02/12/2014,0.3,-21.84,-21.42,9.8,9.8,-26842.752,3
+03/12/2014,5.2,-21.8,-21.4,12.1,12.6,-25772.256,3
+04/12/2014,32.6,-21.83,-21.44,12.2,12.3,-27050.976,3.1
+05/12/2014,0.6,-21.91,-21.46,9.6,9.3,-27669.6,3.1
+06/12/2014,0.1,-21.89,-21.47,10,9.4,-27836.352,3.1
+07/12/2014,3.2,-21.84,-21.43,9.8,9.2,-26525.664,3.1
+08/12/2014,0.0,-21.84,-21.43,8.2,7.7,-26684.64,3
+09/12/2014,0.0,-21.84,-21.44,7.6,7,-26166.24,3
+10/12/2014,0.0,-21.88,-21.49,7.7,7.3,-28184.544,2.9
+11/12/2014,0.0,-21.88,-21.48,3.9,4.4,-27779.328,2.9
+12/12/2014,0.0,-21.83,-21.48,2.6,3.1,-27243.648,2.9
+13/12/2014,0.0,-21.81,-21.42,9.4,8.8,-27381.024,2.9
+14/12/2014,0.0,-21.77,-21.39,10.6,10.4,-26603.424,2.9
+15/12/2014,1.6,-21.79,-21.38,9.5,9.3,-26828.928,2.9
+16/12/2014,1.7,-21.71,-21.28,8.9,8.7,-26122.176,2.9
+17/12/2014,1.5,-21.73,-21.3,9.3,9,-27498.528,3
+18/12/2014,0.0,-21.78,-21.36,7.3,7.1,-26527.392,3
+19/12/2014,0.1,-21.78,-21.38,6.2,6.5,-27195.264,2.9
+20/12/2014,0.0,-21.81,-21.35,6.5,6.4,-28705.536,2.9
+21/12/2014,0.0,-21.75,-21.34,6.7,7.7,-25728.192,2.9
+22/12/2014,0.0,-21.73,-21.35,7.6,7.5,-26872.128,2.8
+23/12/2014,0.0,-21.76,-21.33,9.8,9.3,-27648.864,2.9
+24/12/2014,0.0,-21.74,-21.28,10.1,9.6,-27725.76,2.8
+25/12/2014,0.0,-21.41,-21.17,9.8,9.2,-22263.552,2.8
+26/12/2014,0.0,-21.42,-21.08,7.2,6.7,-22132.224,2.8
+27/12/2014,14.2,-21.61,-21.1,3.6,3.3,-27508.896,2.8
+28/12/2014,1.2,-21.43,-21.03,3.9,3.7,-25790.4,3
+29/12/2014,0.0,-21.63,-21.21,2.4,2.3,-27063.936,3
+30/12/2014,0.0,-21.67,-21.27,0.5,0.2,-27514.08,2.9
+31/12/2014,0.1,-21.83,-21.29,-0.1,-0.5,-30247.776,2.9
+01/01/2015,0.0,-21.72,-21.32,3.4,3.4,-28664.064,2.9
+02/01/2015,0.0,-21.62,-21.24,6.1,5.9,-27330.048,2.8
+03/01/2015,0.0,-21.72,-21.22,5.4,5.4,-29812.32,2.9
+04/01/2015,0.0,-21.55,-21.18,11,11,-28280.448,2.8
+05/01/2015,0.0,-21.69,-21.27,4.9,4.6,-28127.52,2.8
+06/01/2015,0.0,-21.49,-21.14,3.2,3.4,-25876.8,2.8
+07/01/2015,0.0,-21.59,-21.2,5.8,5.3,-27009.504,2.9
+08/01/2015,0.0,-21.64,-21.24,7.4,7.4,-28740.096,2.8
+09/01/2015,0.0,-21.62,-21.23,8.9,8.2,-28386.72,2.8
+10/01/2015,0.0,-21.61,-21.16,7.8,7.4,-28502.496,2.8
+11/01/2015,0.0,-21.45,-21.06,11.9,10.7,-26857.44,2.8
+12/01/2015,0.0,-21.63,-21.22,5.6,5.1,-26936.064,2.8
+13/01/2015,0.0,-21.68,-21.21,3.1,3.7,-27795.744,2.8
+14/01/2015,0.0,-21.55,-21.14,6.5,5.7,-27082.944,2.8
+15/01/2015,0.0,-21.52,-21.13,7.3,7.6,-27123.552,2.7
+16/01/2015,0.0,-21.52,-21.11,6.9,6.9,-27375.84,2.8
+17/01/2015,0.0,-21.52,-21.08,12.1,11.6,-28178.496,2.8
+18/01/2015,0.0,-21.52,-21.09,8.6,8.2,-27183.168,2.7
+19/01/2015,0.0,-21.51,-21.09,3.9,4.5,-26663.904,2.7
+20/01/2015,2.1,-21.45,-21.02,6.6,6.3,-24492.672,2.8
+21/01/2015,3.1,-21.49,-21.04,7.9,7.9,-25954.56,2.7
+22/01/2015,4.7,-21.48,-21.05,8.2,8,-26753.76,2.8
+23/01/2015,0.2,-21.55,-21.04,9.3,8.9,-28179.36,2.8
+24/01/2015,0.0,-21.54,-21.1,8.2,7.5,-27565.056,3
+25/01/2015,0.0,-21.57,-21.13,6.4,5.8,-27349.056,3
+26/01/2015,0.0,-21.61,-21.18,4.9,4.3,-26827.2,3
+27/01/2015,0.0,-21.61,-21.17,2.8,3.1,-26647.488,3
+28/01/2015,0.0,-21.58,-21.15,3,2.9,-26075.52,2.9
+29/01/2015,1.9,-21.43,-21.08,2,1.7,-24355.296,2.9
+30/01/2015,16.3,-21.37,-20.88,6.8,6.6,-25964.928,2.9
+31/01/2015,3.5,-21.51,-21.02,5.2,4.9,-27420.768,3.6
+01/02/2015,5.5,-21.57,-21.09,3.1,2.5,-26764.128,3.1
+02/02/2015,0.0,-21.59,-21.16,1,0.7,-25234.848,3.1
+03/02/2015,1.2,-21.45,-21.1,3.4,2.8,-24395.904,3
+04/02/2015,8.4,-21.39,-21.04,5.9,5.5,-24389.856,3.2
+05/02/2015,21.4,-21.33,-21,6.1,6.7,-24301.728,3.5
+06/02/2015,9.2,-21.4,-21.04,5.8,5.3,-27349.056,3.7
+07/02/2015,0.0,-21.78,-21.23,5.5,5,-28607.04,3.7
+08/02/2015,0.5,-21.49,-21.15,2.7,3.3,-27031.104,3.5
+09/02/2015,0.0,-21.56,-21.23,3,2.7,-26802.144,3.3
+10/02/2015,0.0,-21.5,-21.18,6.8,7.1,-26698.464,3.2
+11/02/2015,0.0,-21.43,-21.14,8.8,8.3,-25692.768,3.1
+12/02/2015,0.0,-21.47,-21.12,6.2,6.6,-25467.264,3.1
+13/02/2015,0.0,-21.43,-21.09,5.8,5.6,-24534.144,3.1
+14/02/2015,1.7,-21.42,-21.06,7.7,7.1,-26263.008,3
+15/02/2015,0.0,-21.37,-21,6.5,6.1,-24865.92,3
+16/02/2015,0.0,-21.35,-21.01,8.8,9,-25602.048,3
+17/02/2015,0.0,-21.43,-21.09,9.4,10.2,-27070.848,3
+18/02/2015,0.0,-21.64,-21.17,7.8,7.1,-26960.256,3
+19/02/2015,0.0,-21.57,-21.16,5.3,5.8,-28061.856,2.9
+20/02/2015,0.0,-21.57,-21.09,5.2,5.4,-26373.6,2.9
+21/02/2015,1.8,-21.38,-20.99,7.8,7.2,-27526.176,2.9
+22/02/2015,2.8,-21.28,-20.87,8.6,8.1,-25089.696,2.9
+23/02/2015,0.1,-21.27,-20.91,9.9,9,-25121.664,2.9
+24/02/2015,1.9,-21.2,-20.86,10.7,9.8,-25072.416,2.9
+25/02/2015,0.0,-21.29,-20.92,9.2,8.6,-24996.384,3.3
+26/02/2015,0.0,-21.33,-20.97,9.5,8.7,-24826.176,3.4
+27/02/2015,0.0,-21.26,-20.92,8.6,8.7,-25925.184,3.1
+28/02/2015,0.0,-21.44,-20.99,8,8.1,-27867.456,3
+01/03/2015,0.0,-21.3,-20.95,7.8,7.7,-24647.328,3
+02/03/2015,0.7,-21.26,-20.89,11.2,10.6,-23424.768,3
+03/03/2015,0.0,-21.11,-20.84,13.8,13.2,-23256.288,3
+04/03/2015,12.0,-21.28,-20.89,9.7,8.6,-24155.712,3
+05/03/2015,15.6,-21.18,-20.82,5.3,4.9,-22929.696,3.4
+06/03/2015,6.1,-21.25,-20.9,5.7,5.7,-24036.48,3.8
+07/03/2015,0.0,-21.31,-20.92,7.2,6.9,-25748.928,3.5
+08/03/2015,0.0,-21.15,-20.83,8.2,7.9,-24045.984,3.3
+09/03/2015,0.0,-21.09,-20.81,8.4,8.2,-23755.68,3.2
+10/03/2015,0.0,-21.24,-20.85,6.8,7,-24982.56,3.1
+11/03/2015,0.0,-21.23,-20.84,8.4,8.1,-25937.28,3.1
+12/03/2015,0.0,-21.14,-20.8,8.4,7.7,-24983.424,3.1
+13/03/2015,0.0,-21.04,-20.75,8,7.1,-24489.216,3
+14/03/2015,0.0,-21.16,-20.79,7.8,7.4,-25852.608,3
+15/03/2015,10.1,-21.04,-20.75,8.1,7.6,-22940.928,3
+16/03/2015,15.9,-21.02,-20.75,8.9,8.6,-23370.336,3.1
+17/03/2015,3.7,-20.84,-20.78,11.5,11,-23728.032,3.3
+18/03/2015,0.0,-21.06,-20.84,11.6,11.6,-26795.232,3.2
+19/03/2015,0.0,-20.92,-20.84,10.1,10.1,-24663.744,3.1
+20/03/2015,0.0,-21.04,-20.84,10,10.4,-21949.056,3.1
+21/03/2015,0.0,-21.01,-20.8,9.2,8.5,-25881.12,3
+22/03/2015,0.5,-20.84,-20.74,9,8.3,-23792.832,3
+23/03/2015,0.0,-20.8,-20.71,13.8,12.8,-24558.336,3
+24/03/2015,0.0,-20.95,-20.71,13.9,13.5,-25422.336,2.9
+25/03/2015,21.6,-20.63,-20.54,12.6,12.2,-22304.16,3
+26/03/2015,1.6,-20.93,-20.68,14.9,14.3,-27416.448,3.5
+27/03/2015,5.6,-20.98,-20.77,10.7,10.3,-27026.784,3.5
+28/03/2015,0.0,-21.03,-20.78,11.8,11,-26843.616,3.4
+29/03/2015,0.0,-20.84,-20.73,11.6,11.1,-26312.256,3.2
+30/03/2015,0.0,-20.74,-20.67,14.5,13.6,-24852.96,3.1
+31/03/2015,0.0,-20.73,-20.67,14.8,13.7,-26127.36,3.1
+01/04/2015,0.0,-20.9,-20.7,15.6,15,-27446.688,3.1
+02/04/2015,0.0,-20.72,-20.66,12.2,11.2,-24678.432,3
+03/04/2015,0.0,-20.98,-20.73,10.9,10.2,-27033.696,3
+04/04/2015,3.0,-20.78,-20.65,10.6,9.7,-27043.2,3
+05/04/2015,0.3,-20.59,-20.57,8.6,7.5,-22579.776,3.1
+06/04/2015,0.0,-20.52,-20.56,7.9,6.9,-21386.592,3
+07/04/2015,0.6,-20.75,-20.67,6.2,5.3,-25584.768,3
+08/04/2015,0.0,-20.62,-20.62,9.1,7.9,-24858.144,2.9
+09/04/2015,0.0,-20.75,-20.64,11.4,10.4,-25801.632,2.9
+10/04/2015,0.0,-20.73,-20.62,12.8,12.1,-27568.512,2.9
+11/04/2015,0.0,-20.8,-20.64,11.9,10.8,-27863.136,2.9
+12/04/2015,0.0,-20.66,-20.58,14.1,13.1,-26667.36,2.9
+13/04/2015,0.0,-20.71,-20.58,15.3,14.6,-28042.848,2.8
+14/04/2015,0.0,-20.75,-20.57,16.4,15.2,-27676.512,2.8
+15/04/2015,0.0,-20.77,-20.56,17,16.2,-27789.696,2.8
+16/04/2015,0.0,-20.82,-20.58,17.1,15.9,-28295.136,2.8
+17/04/2015,0.3,-20.78,-20.54,14.7,13.5,-26863.488,2.8
+18/04/2015,0.0,-20.58,-20.45,14.7,13.7,-26576.64,2.8
+19/04/2015,0.2,-20.69,-20.52,13.2,12.1,-27557.28,2.8
+20/04/2015,0.0,-20.52,-20.48,13.3,12.9,-25734.24,2.8
+21/04/2015,0.0,-20.8,-20.58,15.7,14.7,-29480.544,2.8
+22/04/2015,0.0,-20.98,-20.61,16,14.9,-29047.68,2.7
+23/04/2015,0.0,-20.66,-20.51,15.8,14.1,-28069.632,2.7
+24/04/2015,0.0,-20.47,-20.39,16.9,11.7,-28075.68,2.7
+25/04/2015,0.0,-20.55,-20.41,16.8,0,-29100.384,0
+26/04/2015,0.0,-20.49,-20.35,17.1,0,-27154.656,0
+27/04/2015,2.7,-20.38,-20.26,15.6,0,-24995.52,0
+28/04/2015,10.2,-20.33,-20.23,12.7,0,-25657.344,0
+29/04/2015,0.4,-20.36,-20.28,15.8,0,-26785.728,0
+30/04/2015,0.6,-20.4,-20.28,15.6,0,-26477.28,0
+01/05/2015,0.0,-20.37,-20.23,15.7,0,-27179.712,0
+02/05/2015,0.4,-20.23,-20.17,18.8,0,-25064.64,0
+03/05/2015,0.0,-20.28,-20.2,19.4,0,-27105.408,0
+04/05/2015,0.0,-20.37,-20.23,21.5,0,-28057.536,0
+05/05/2015,0.0,-20.4,-20.24,23.2,0,-29104.704,0
+06/05/2015,0.0,-20.46,-20.26,22.2,0,-29703.456,0
+07/05/2015,0.0,-20.37,-20.26,21.3,0,-29380.32,0
+08/05/2015,0.0,-20.49,-20.31,19.9,0,-30075.84,0
+09/05/2015,0.0,-20.51,-20.33,20.2,0,-30513.888,0
+10/05/2015,0.0,-20.52,-20.37,21.3,0,-31071.168,0
+11/05/2015,0.0,-20.45,-20.37,20.3,0,-29198.016,0
+12/05/2015,0.0,-20.57,-20.38,21.3,0,-30258.144,0
+13/05/2015,0.0,-20.62,-20.4,21.1,0,-31345.92,0
+14/05/2015,0.0,-20.54,-20.33,20.6,0,-30297.888,0
+15/05/2015,0.0,-20.56,-20.33,21.5,0,-31325.184,0
+16/05/2015,0.0,-20.6,-20.4,17.7,0,-30407.616,0
+17/05/2015,0.0,-20.51,-20.36,22.8,0,-29692.224,0
+18/05/2015,0.0,-20.6,-20.38,22.8,0,-31958.496,0
+19/05/2015,0.0,-20.69,-20.44,23,0,-33829.92,0
+20/05/2015,0.0,-20.67,-20.45,20.9,0,-30045.6,0
+21/05/2015,0.0,-20.59,-20.44,18.1,0,-29742.336,0
+22/05/2015,52.0,-20.55,-20.39,11.1,0,-26298.432,0
+23/05/2015,10.4,-20.46,-20.36,13.1,0,-27857.952,0
+24/05/2015,0.6,-20.37,-20.33,15.1,0,-25519.968,0
+25/05/2015,0.0,-20.37,-20.3,16.5,0,-25574.4,0
+26/05/2015,8.7,-20.44,-20.34,16.8,0,-23598.432,0
+27/05/2015,0.0,-20.44,-20.36,16.3,0,-23870.592,0
+28/05/2015,0.0,-20.48,-20.39,17.3,0,-24709.536,0
+29/05/2015,0.0,-20.55,-20.4,19.6,0,-25536.384,0
+30/05/2015,0.0,-20.48,-20.38,20.4,0,-24415.776,0
+31/05/2015,0.0,-20.42,-20.35,21.3,0,-21479.904,0
+01/06/2015,0.0,-20.46,-20.37,22.2,0,-23970.816,0
+02/06/2015,0.0,-20.54,-20.4,23.5,0,-24921.216,0
+03/06/2015,0.0,-20.7,-20.47,24.2,0,-26434.944,0
+04/06/2015,0.0,-20.86,-20.55,24.6,0,-27652.32,0
+05/06/2015,0.0,-20.75,-20.53,25.8,0,-27306.72,0
+06/06/2015,0.0,-20.81,-20.58,25.6,0,-27508.896,0
+07/06/2015,0.0,-20.9,-20.62,24.7,0,-27693.792,0
+08/06/2015,0.0,-20.86,-20.6,22.4,0,-26258.688,0
+09/06/2015,5.2,-20.81,-20.6,21.4,0,-24595.488,0
+10/06/2015,0.0,-20.8,-20.61,22.9,0,-25284.96,0
+11/06/2015,0.0,-21.01,-20.49,23.9,0,-26231.04,0
+12/06/2015,0.0,-20.95,-20.49,24.2,0,-25068.096,0
+13/06/2015,0.0,-21.06,-20.51,24.8,0,-26728.704,0
+14/06/2015,0.4,-20.83,-20.42,22.5,0,-21347.712,0
+15/06/2015,0.0,-20.69,-20.36,22.7,0,-19239.552,0
+16/06/2015,0.0,-20.75,-20.37,23.6,0,-21288.96,0
+17/06/2015,7.0,-20.74,-20.37,19.6,0,-20734.272,0
+18/06/2015,0.0,-20.86,-20.44,19.9,0,-24185.952,0
+19/06/2015,1.3,-20.84,-20.44,20.7,0,-22451.904,0
+20/06/2015,0.5,-20.78,-20.44,21.1,0,-20228.832,0
+21/06/2015,0.0,-20.79,-20.45,20.8,0,-18681.408,0
+22/06/2015,0.0,-20.84,-20.45,22.4,0,-20934.72,0
+23/06/2015,0.0,-20.86,-20.47,24.2,0,-22289.472,0
+24/06/2015,15.1,-20.87,-20.49,21,0,-20348.064,0
+25/06/2015,0.0,-20.8,-20.47,20.7,0,-20647.872,0
+26/06/2015,0.0,-20.95,-20.51,21.8,0,-22751.712,0
+27/06/2015,0.0,-20.99,-20.55,23.6,0,-24131.52,0
+28/06/2015,0.0,-21,-20.59,25,0,-23143.968,0
+29/06/2015,0.0,-21.17,-20.67,24.3,0,-24166.08,0
+30/06/2015,0.0,-21.18,-20.7,25.8,0,-23764.32,0
+01/07/2015,0.0,-21.26,-20.73,26.5,0,-24380.352,0
+02/07/2015,0.0,-21.33,-20.79,28.2,0,-24616.224,0
+03/07/2015,0.0,-21.42,-20.85,28.9,0,-26137.728,0
+04/07/2015,0.0,-21.49,-20.9,28.7,0,-26865.216,0
+05/07/2015,0.0,-21.49,-20.9,29.3,0,-25206.336,0
+06/07/2015,0.0,-21.57,-20.93,30.5,0,-26646.624,0
+07/07/2015,0.0,-21.64,-20.98,30.9,0,-27395.712,0
+08/07/2015,0.0,-21.73,-21.01,29.9,0,-27727.488,0
+09/07/2015,0.0,-21.8,-21.06,27.9,0,-27482.112,0
+10/07/2015,0.0,-21.8,-21.14,26.9,0,-26416.8,0
+11/07/2015,0.0,-21.8,-21.13,27.1,0,-25650.432,0
+12/07/2015,0.0,-21.78,-21.14,28.6,0,-25368.768,0
+13/07/2015,0.8,-21.76,-21.15,28.6,0,-26046.144,0
+14/07/2015,0.0,-21.89,-21.21,29.7,0,-27841.536,0
+15/07/2015,0.0,-22.03,-21.29,30.6,0,-28728.864,0
+16/07/2015,0.0,-22.1,-21.35,31.3,0,-28376.352,0
+17/07/2015,0.0,-22.21,-21.42,30.5,0,-28207.872,0
+18/07/2015,0.0,-22.45,-21.53,31.1,0,-27414.72,0
+19/07/2015,0.0,-22.44,-21.57,30.8,0,-25500.096,0
+20/07/2015,0.0,-22.42,-21.56,30.9,0,-25850.016,0
+21/07/2015,0.0,-22.49,-21.64,31.1,0,-28160.352,0
+22/07/2015,1.2,-22.35,-21.62,27.5,0,-27399.168,0
+23/07/2015,0.0,-21.97,-21.47,28,0,-22892.544,0
+24/07/2015,0.0,-22.3,-21.57,27.8,0,-26853.984,0
+25/07/2015,0.7,-22.23,-21.57,25.5,0,-23505.12,0
+26/07/2015,0.0,-21.89,-21.44,28,0,-18931.968,0
+27/07/2015,0.0,-22.24,-21.52,27.6,0,-24515.136,0
+28/07/2015,0.0,-22.32,-21.59,28.5,0,-26398.656,0
+29/07/2015,0.0,-22.41,-21.66,28.1,0,-26218.08,0
+30/07/2015,0.3,-22.43,-21.69,28.3,0,-26103.168,0
+31/07/2015,0.0,-22.38,-21.7,26.6,0,-25887.168,0
+01/08/2015,0.0,-22.4,-21.71,27.4,0,-25680.672,0
+02/08/2015,2.5,-22.42,-21.79,26.4,0,-24391.584,0
+03/08/2015,0.0,-22.23,-21.7,27,0,-23098.176,0
+04/08/2015,0.0,-22.44,-21.77,28.5,0,-24751.872,0
+05/08/2015,0.0,-22.49,-21.82,29.8,0,-27578.88,0
+06/08/2015,0.0,-22.55,-21.88,29.6,0,-27463.968,0
+07/08/2015,0.0,-22.59,-21.92,30.4,0,-27449.28,0
+08/08/2015,0.9,-22.73,-21.99,29.4,0,-28468.8,0
+09/08/2015,12.5,-22.56,-21.97,26,0,-24516.864,0
+10/08/2015,2.4,-22.32,-21.83,21.9,0,-19692.288,0
+11/08/2015,0.0,-22.44,-21.86,25,0,-24516.864,0
+12/08/2015,0.0,-22.47,-21.89,27.3,0,-26351.136,0
+13/08/2015,0.0,-22.55,-21.93,28,0,-27103.68,0
+14/08/2015,0.0,-22.58,-21.94,28.5,0,-27241.92,0
+15/08/2015,2.4,-22.56,-21.95,25.4,0,-24745.824,0
+16/08/2015,7.6,-22.18,-21.8,21.1,0,-18365.184,0
+17/08/2015,0.2,-22.36,-21.85,22.3,0,-22640.256,0
+18/08/2015,0.2,-22.46,-21.9,23.6,0,-25101.792,0
+19/08/2015,9.5,-22.48,-21.93,21.1,0,-24729.408,0
+20/08/2015,0.0,-23.26,-22.14,21.2,0,-32542.56,0
+21/08/2015,0.0,-22.74,-22.19,22,0,-27593.568,0
+22/08/2015,0.0,-22.66,-22.09,21.9,0,-25788.672,0
+23/08/2015,0.0,-22.68,-22.09,22.8,0,-26555.04,0
+24/08/2015,5.0,-22.66,-22.1,23.4,0,-25060.32,0
+25/08/2015,0.0,-22.62,-22.07,25.5,0,-25945.056,0
+26/08/2015,0.0,-22.59,-22.1,24.1,0,-25084.512,0
+27/08/2015,0.0,-22.67,-22.13,26.2,0,-27209.088,0
+28/08/2015,0.0,-22.8,-22.21,26.8,0,-28353.024,0
+29/08/2015,0.0,-22.84,-22.25,27.7,0,-27911.52,0
+30/08/2015,0.0,-22.89,-22.27,28.3,0,-27308.448,0
+31/08/2015,0.0,-22.9,-22.28,27.6,0,-28482.624,0
+01/09/2015,0.0,-22.92,-22.31,26.6,0,-28415.232,0
+02/09/2015,0.0,-22.95,-22.33,25.9,0,-27812.16,0
+03/09/2015,0.0,-22.97,-22.32,25.6,0,-28426.464,0
+04/09/2015,0.0,-22.79,-22.25,24.4,0,-28052.352,0
+05/09/2015,5.8,-22.74,-22.2,23.2,0,-26168.832,0
+06/09/2015,0.0,-22.75,-22.25,21.3,0,-25569.216,0
+07/09/2015,0.0,-22.78,-22.29,21.1,0,-26692.416,0
+08/09/2015,0.0,-22.82,-22.33,20.8,0,-27668.736,0
+09/09/2015,0.0,-22.81,-22.3,19,0,-26678.592,0
+10/09/2015,0.0,-22.77,-22.33,19.5,0,-26548.128,0
+11/09/2015,0.0,-22.86,-22.39,19.9,0,-27545.184,0
+12/09/2015,0.0,-22.96,-22.4,21.4,0,-27476.064,0
+13/09/2015,3.3,-22.88,-22.4,18.7,0,-25085.376,0
+14/09/2015,0.6,-22.74,-22.28,22.8,0,-24026.112,0
+15/09/2015,0.0,-22.69,-22.28,25.6,0,-24937.632,0
+16/09/2015,0.1,-22.78,-22.3,26.9,0,-26803.008,0
+17/09/2015,0.0,-22.86,-22.36,28.6,0,-27829.44,0
+18/09/2015,0.0,-22.96,-22.44,27.1,0,-29021.76,0
+19/09/2015,0.0,-23.09,-22.52,24.2,0,-29511.648,0
+20/09/2015,0.0,-22.99,-22.48,20.4,0,-26267.328,0
+21/09/2015,0.0,-22.94,-22.5,19.9,0,-27500.256,0
+22/09/2015,0.0,-22.99,-22.55,19,20.8,-28181.088,2.4
+23/09/2015,0.2,-23.01,-22.54,18.7,18.2,-27787.104,2.4
+24/09/2015,5.8,-22.98,-22.56,15.9,15.4,-26486.784,2.4
+25/09/2015,1.2,-22.93,-22.57,16.6,16.3,-25620.192,2.5
+26/09/2015,0.0,-22.96,-22.56,18,17.4,-26234.496,2.4
+27/09/2015,0.0,-22.97,-22.61,17.6,16.7,-26028,2.4
+28/09/2015,0.0,-22.96,-22.61,17.3,16.5,-25448.256,2.4
+29/09/2015,0.0,-22.96,-22.62,17.2,16.6,-26834.976,2.4
+30/09/2015,0.0,-23.03,-22.66,16.6,15.3,-27612.576,2.4
+01/10/2015,3.2,-22.92,-22.61,16.2,15.7,-23602.752,2.4
+02/10/2015,1.2,-22.88,-22.57,19.1,18.9,-24506.496,2.4
+03/10/2015,1.4,-22.92,-22.57,18.4,17.8,-24546.24,2.4
+04/10/2015,0.0,-22.98,-22.62,17.7,17.4,-24778.656,2.4
+05/10/2015,2.4,-22.86,-22.56,20.5,20,-24928.128,2.4
+06/10/2015,0.4,-22.93,-22.57,21,20.7,-26005.536,2.4
+07/10/2015,41.2,-22.98,-22.59,18.2,17.9,-26067.744,2.6
+08/10/2015,0.0,-23.02,-22.66,18.6,18.2,-27260.064,2.5
+09/10/2015,0.0,-23.14,-22.73,16.6,16.3,-27767.232,2.5
+10/10/2015,20.2,-22.97,-22.6,15.7,15.3,-26251.776,2.5
+11/10/2015,0.0,-22.91,-22.6,14.6,14.2,-25371.36,2.5
+12/10/2015,0.2,-23.04,-22.69,14.9,14.5,-27298.944,2.5
+13/10/2015,1.6,-22.95,-22.64,18.3,17.7,-25084.512,2.5
+14/10/2015,27.4,-22.71,-22.56,18,17.6,-22602.24,2.6
+15/10/2015,0.2,-22.94,-22.6,16.6,16.5,-23734.944,2.6
+16/10/2015,0.8,-23.06,-22.72,14.9,15.2,-24782.112,2.5
+17/10/2015,0.0,-23.08,-22.77,14.9,14.9,-25723.872,2.5
+18/10/2015,3.0,-22.99,-22.72,14.7,14.8,-23512.032,2.5
+19/10/2015,3.0,-22.83,-22.6,16.2,15.9,-22759.488,2.5
+20/10/2015,0.0,-22.91,-22.62,13.2,13.9,-24113.376,2.5
+21/10/2015,0.0,-23.02,-22.69,12.9,13.1,-26091.936,2.5
+22/10/2015,0.0,-23.11,-22.77,12.7,12.5,-26271.648,2.5
+23/10/2015,0.0,-23.1,-22.83,14.1,13.8,-25812,2.5
+24/10/2015,0.0,-23.12,-22.85,15.6,15.1,-25736.832,2.6
+25/10/2015,0.0,-23.02,-22.73,11.7,11.6,-22330.944,2.5
+26/10/2015,0.0,-23.01,-22.73,11.4,10.9,-22315.392,2.5
+27/10/2015,0.0,-22.88,-22.69,13.6,13.3,-22135.68,2.8
+28/10/2015,1.6,-23.03,-22.71,15.6,15.4,-23315.904,3.2
+29/10/2015,28.2,-23.1,-22.72,14.6,14.5,-25365.312,3
+30/10/2015,0.0,-23.24,-22.86,14.9,14.1,-26551.584,2.8
+31/10/2015,0.0,-23.47,-22.97,15.1,14.7,-28470.528,2.8
+01/11/2015,0.0,-23.5,-23.06,14.7,14.5,-28653.696,2.8
+02/11/2015,0.0,-23.54,-23.04,12.1,13.9,-29211.84,2.7
+03/11/2015,0.0,-23.43,-23.04,11.1,11.3,-27593.568,2.7
+04/11/2015,0.0,-23.25,-22.94,14.5,14.1,-25838.784,2.7
+05/11/2015,0.0,-23.27,-22.91,15.3,14.9,-25440.48,2.7
+06/11/2015,0.2,-23.35,-22.97,12.7,12.7,-25589.952,2.7
+07/11/2015,0.4,-23.4,-23.01,11.4,12.2,-26523.072,2.7
+08/11/2015,0.0,-23.42,-23.06,12.5,12.2,-26512.704,2.7
+09/11/2015,0.0,-23.37,-23.02,11.4,11.7,-25646.976,2.7
+10/11/2015,0.0,-23.4,-23.02,12.3,11.9,-26390.016,2.7
+11/11/2015,0.0,-23.42,-23.05,11.1,11.1,-26626.752,2.7
+12/11/2015,0.0,-23.4,-23.05,11.7,11.6,-26093.664,2.7
+13/11/2015,0.2,-23.44,-23.1,8.4,8.7,-26449.632,2.7
+14/11/2015,0.0,-23.44,-23.09,12.7,12.5,-26415.936,2.7
+15/11/2015,0.0,-23.34,-23.03,11.8,11.8,-25055.136,2.7
+16/11/2015,0.0,-23.42,-23.01,11.6,12.2,-26618.112,2.6
+17/11/2015,0.0,-23.49,-23.11,9.9,9.7,-25822.368,2.7
+18/11/2015,0.0,-23.34,-23.05,12.9,12.6,-25022.304,2.6
+19/11/2015,0.0,-23.48,-23.13,9,9.1,-25910.496,2.6
+20/11/2015,0.0,-23.44,-23.04,13.9,13.6,-26218.08,2.6
+21/11/2015,36.2,-23.31,-22.9,13.7,13.6,-27032.832,2.9
+22/11/2015,1.8,-23.73,-23.15,6.3,6.1,-27218.592,3
+23/11/2015,7.4,-23.59,-23.25,5.4,5.3,-25168.32,2.8
+24/11/2015,0.0,-23.5,-23.21,7.3,8,-25418.016,2.9
+25/11/2015,0.8,-23.35,-23.05,4.4,5.7,-24289.632,2.8
+26/11/2015,0.6,-23.27,-23,6.1,5.9,-23662.368,2.8
+27/11/2015,0.8,-23.43,-23.11,6.9,6.3,-25052.544,3
+28/11/2015,0.0,-23.59,-23.21,5.1,5.3,-27708.48,3
+29/11/2015,0.0,-23.61,-23.32,5.2,5,-26766.72,2.9
+30/11/2015,0.0,-23.6,-23.32,6.7,6.5,-26651.808,2.9
+01/12/2015,0.0,-23.58,-23.3,9.2,9,-26329.536,2.9
+02/12/2015,0.2,-23.57,-23.32,4.8,4.6,-25599.456,2.8
+03/12/2015,0.2,-23.52,-23.3,5.3,5.4,-25075.872,2.8
+04/12/2015,0.0,-23.63,-23.3,9.3,9.5,-27159.84,2.8
+05/12/2015,0.0,-23.71,-23.38,7.7,8.1,-27530.496,2.8
+06/12/2015,0.0,-23.66,-23.36,8,7.8,-26197.344,2.8
+07/12/2015,0.0,-23.71,-23.37,6.5,6.8,-26690.688,2.8
+08/12/2015,0.0,-23.64,-23.35,7.4,7.4,-25195.968,2.8
+09/12/2015,0.2,-23.65,-23.33,7.7,7.7,-26767.584,2.8
+10/12/2015,0.0,-23.69,-23.38,8.4,7.7,-26514.432,2.7
+11/12/2015,0.0,-23.71,-23.37,4.3,4.2,-26588.736,2.7
+12/12/2015,0.0,-23.73,-23.42,5.5,5.4,-27894.24,2.7
+13/12/2015,0.0,-23.68,-23.38,6.7,6.8,-26847.936,2.7
+14/12/2015,0.0,-23.71,-23.43,3.4,3.9,-27498.528,2.7
+15/12/2015,0.2,-23.8,-23.5,2.9,3.2,-27381.024,2.7
+16/12/2015,0.0,-23.79,-23.49,6.5,7.6,-27420.768,2.7
+17/12/2015,0.2,-23.79,-23.52,3.7,4.2,-27358.56,2.7
+18/12/2015,0.0,-23.78,-23.51,4.1,4.2,-28103.328,2.7
+19/12/2015,0.0,-23.61,-23.39,7.7,7.8,-27923.616,2.7
+20/12/2015,0.4,-23.56,-23.41,5.4,4.7,-26624.16,2.7
+21/12/2015,0.2,-23.59,-23.41,3.1,2.3,-26550.72,2.7
+22/12/2015,0.0,-23.62,-23.46,6.1,5.9,-28396.224,2.7
+23/12/2015,0.2,-23.64,-23.47,4.9,5,-28440.288,2.7
+24/12/2015,1.8,-23.69,-23.48,5.6,5.7,-28899.072,2.7
+25/12/2015,0.2,-23.63,-23.49,7,7.2,-27603.072,2.7
+26/12/2015,0.4,-23.64,-23.47,3.4,2.9,-26576.64,2.7
+27/12/2015,0.4,-23.6,-23.47,1.3,1,-27070.848,2.7
+28/12/2015,0.2,-23.67,-23.49,0.4,0.3,-27610.848,2.7
+29/12/2015,0.2,-23.68,-23.5,1.7,1.4,-28731.456,2.7
+30/12/2015,0.2,-23.75,-23.54,2.9,3.6,-26685.504,2.7
+31/12/2015,0.2,-23.71,-23.56,3.6,6,-29775.168,2.7
+01/01/2016,0.0,-23.69,-23.56,5.1,5.2,-27325.728,2.6
+02/01/2016,3.6,-23.66,-23.47,6.4,6.1,-27449.28,2.7
+03/01/2016,12.4,-23.5,-23.39,7.3,7.1,-26686.368,3.1
+04/01/2016,10.6,-23.7,-23.45,7.2,6.8,-30186.432,3.1
+05/01/2016,0.2,-23.69,-23.51,9,8.7,-28817.856,3.1
+06/01/2016,4.2,-23.68,-23.52,6,5.9,-26407.296,3.1
+07/01/2016,0.6,-23.72,-23.56,5.8,5.4,-26738.208,3.1
+08/01/2016,0.2,-23.71,-23.57,11.6,11.2,-27611.712,3
+09/01/2016,0.0,-23.77,-23.58,14.6,14.5,-28232.064,3
+10/01/2016,6.2,-23.78,-23.62,14.1,13.9,-28372.896,3
+11/01/2016,8.4,-23.8,-23.62,14.1,13.9,-29013.12,2.9
+12/01/2016,0.4,-23.86,-23.67,10.6,10.7,-29223.936,3.1
+13/01/2016,0.2,-23.94,-23.77,7.5,7.5,-28963.872,3
+14/01/2016,9.8,-23.9,-23.75,4.3,4.1,-26678.592,3
+15/01/2016,8.6,-23.95,-23.72,8,7.8,-28759.104,3.4
+16/01/2016,0.0,-24.07,-23.8,4.2,4.6,-28937.952,3.2
+17/01/2016,0.0,-23.99,-23.81,2.2,2.3,-26341.632,3
+18/01/2016,0.0,-24.01,-23.87,-0.3,-0.2,-26904.096,3
+19/01/2016,0.0,-24.04,-23.83,-0.7,0.2,-27490.752,2.9
+20/01/2016,0.0,-24.06,-23.89,-0.2,0.2,-28229.472,2.9
+21/01/2016,0.2,-24.07,-23.9,4.4,5,-28629.504,2.9
+22/01/2016,0.2,-24.14,-24.01,2.1,3.2,-28415.232,2.8
+23/01/2016,0.2,-24.24,-24.05,0.4,0.8,-28496.448,2.8
+24/01/2016,0.2,-24.22,-24.08,0.3,1,-28143.936,2.8
+25/01/2016,0.0,-24.23,-24.07,1.1,1.3,-28432.512,2.8
+26/01/2016,0.0,-24.15,-24.02,7.6,7.2,-28365.12,2.8
+27/01/2016,0.0,-24.1,-23.98,9.2,8.9,-28362.528,2.8
+28/01/2016,0.0,-24.11,-23.98,11.2,10.5,-28213.056,2.8
+29/01/2016,0.0,-24.14,-24.01,9.7,9.3,-27943.488,2.8
+30/01/2016,0.0,-24.15,-23.99,9.5,9.5,-28785.024,2.8
+31/01/2016,0.0,-24.06,-23.9,12,12,-27200.448,2.8
+01/02/2016,0.0,-24.08,-23.91,12.8,12.5,-27733.536,2.8
+02/02/2016,0.0,-24.18,-24,11.1,10.6,-28026.432,2.8
+03/02/2016,0.2,-24.13,-24.01,12.4,12.2,-27475.2,2.8
+04/02/2016,0.2,-24.38,-24.1,7.1,6.9,-27360.288,2.7
+05/02/2016,0.0,-24.49,-24.19,4.4,4.3,-28138.752,2.7
+06/02/2016,0.0,-24.53,-24.26,5.5,5.1,-28465.344,2.7
+07/02/2016,0.0,-24.45,-24.15,9.7,9.3,-27768.096,2.7
+08/02/2016,0.2,-24.37,-24.14,11.6,11.3,-27137.376,2.7
+09/02/2016,1.0,-24.38,-24.1,12.3,12.1,-26428.032,2.7
+10/02/2016,7.6,-24.45,-24.1,8.8,8.7,-28556.928,3
+11/02/2016,1.8,-24.38,-24.17,7.8,7.5,-26912.736,3
+12/02/2016,3.0,-24.24,-24.06,10,9.6,-24909.12,2.9
+13/02/2016,1.2,-24.28,-24.02,11.5,11.5,-25704,3.3
+14/02/2016,12.6,-24.29,-24.04,12.5,12.5,-25125.12,3.4
+15/02/2016,17.4,-24.5,-24.16,10.9,10.6,-26134.272,3.5
+16/02/2016,1.6,-24.47,-24.27,9.5,10.4,-25636.608,3.5
+17/02/2016,1.2,-24.38,-24.23,10.4,10.2,-25413.696,3.3
+18/02/2016,0.0,-24.24,-24.15,9.5,9.6,-22010.4,3.2
+19/02/2016,0.0,-24.43,-24.22,9.2,9.2,-25583.904,3.1
+20/02/2016,3.4,-24.47,-24.26,8.1,7.8,-24604.992,3
+21/02/2016,0.0,-24.37,-24.2,7.4,6.3,-22699.872,3
+22/02/2016,1.0,-24.27,-24.13,9.7,9.7,-22952.16,3
+23/02/2016,4.6,-24.15,-24.03,12.3,11.7,-21223.296,3
+24/02/2016,0.0,-24.26,-24.07,12.4,12.2,-23315.04,3
+25/02/2016,7.8,-24.26,-24.07,11.5,11,-22641.12,3
+26/02/2016,0.8,-24.28,-24.08,9,8.7,-23505.984,3.2
+27/02/2016,4.6,-24.18,-24.07,9.3,8.8,-22676.544,3.2
+28/02/2016,19.4,-24.14,-24.03,11.8,11.5,-22286.016,3.2
+29/02/2016,14.2,-24.12,-24.04,9.7,9.3,-23137.92,3.5
+01/03/2016,0.4,-24.32,-24.14,7.5,7.8,-23304.672,3.4
+02/03/2016,0.0,-24.35,-24.15,9.1,8.9,-24348.384,3.2
+03/03/2016,2.4,-24.26,-24.07,7.5,7.3,-23292.576,3.1
+04/03/2016,0.0,-24.31,-24.11,7.4,7.2,-23526.72,3.1
+05/03/2016,6.2,-24.36,-24.13,9,8.5,-24284.448,3
+06/03/2016,4.2,-24.3,-24.11,8.4,7.6,-22781.088,3.1
+07/03/2016,6.2,-24.27,-24.08,7,6.8,-22749.12,3.2
+08/03/2016,10.0,-24.31,-24.14,6,5.7,-23215.68,3.2
+09/03/2016,3.6,-24.28,-24.11,7.4,7,-23432.544,3.3
+10/03/2016,0.0,-24.26,-24.12,9.2,8.9,-22943.52,3.2
+11/03/2016,0.2,-24.36,-24.18,10.9,9.9,-23945.76,3.2
+12/03/2016,0.0,-24.47,-24.21,10.6,10.4,-25110.432,3.2
+13/03/2016,0.0,-24.32,-24.19,10,10,-22889.952,3.1
+14/03/2016,0.0,-24.34,-24.2,10.1,9.9,-23960.448,3.1
+15/03/2016,0.0,-24.36,-24.18,9.5,8.8,-24645.6,3
+16/03/2016,0.4,-24.37,-24.19,9.6,9.9,-23983.776,3
+17/03/2016,0.0,-24.25,-24.16,11.3,10.5,-23101.632,3
+18/03/2016,0.0,-24.32,-24.13,11.6,11.9,-22983.264,3
+19/03/2016,0.0,-24.71,-24.21,10.8,10.6,-24634.368,2.9
+20/03/2016,0.0,-24.68,-24.26,11.2,10.9,-23647.68,2.9
+21/03/2016,0.0,-24.6,-24.18,14.2,13.7,-23130.144,2.9
+22/03/2016,0.0,-24.5,-24.09,13.1,13.8,-22745.664,2.9
+23/03/2016,3.4,-24.41,-24.03,8.7,8.6,-21941.28,2.9
+24/03/2016,0.0,-24.48,-24.13,10.1,9.3,-22678.272,3
+25/03/2016,0.0,-24.5,-24.26,9.2,8.9,-23981.184,2.9
+26/03/2016,0.0,-24.53,-24.25,11.8,11.2,-25920,2.9
+27/03/2016,0.0,-24.38,-24.23,11.4,11,-22654.944,2.9
+28/03/2016,0.4,-24.24,-24.14,12.3,11.9,-21049.632,2.9
+29/03/2016,0.0,-24.25,-24.12,14.3,13.8,-22892.544,2.9
+30/03/2016,0.0,-24.37,-24.14,14.7,13.9,-23456.736,2.9
+31/03/2016,0.0,-24.39,-24.13,16.1,15.5,-23404.032,2.9
+01/04/2016,0.0,-24.4,-24.13,16.3,15.2,-23775.552,2.9
+02/04/2016,0.0,-24.5,-24.16,14.9,14.8,-25361.856,2.8
+03/04/2016,0.0,-24.34,-24.15,15.2,14.8,-23270.112,2.8
+04/04/2016,0.0,-24.42,-24.15,17.4,16.7,-24371.712,2.7
+05/04/2016,0.0,-24.52,-24.17,17.2,16.3,-25103.52,2.8
+06/04/2016,0.0,-24.55,-24.21,18.1,17.6,-26025.408,2.7
+07/04/2016,0.0,-24.53,-24.18,18.4,18,-26317.44,2.6
+08/04/2016,14.2,-24.51,-24.18,14.7,14.5,-24478.848,2.8
+09/04/2016,1.2,-24.46,-24.13,12.6,12.3,-24159.168,2.8
+10/04/2016,0.2,-24.35,-24.16,13.9,13.6,-23766.912,2.8
+11/04/2016,0.0,-24.42,-24.21,14.9,14.2,-23929.344,2.7
+12/04/2016,0.0,-24.51,-24.23,16.2,15.8,-25016.256,2.7
+13/04/2016,0.0,-24.46,-24.19,18.2,17.7,-24513.408,2.7
+14/04/2016,0.0,-24.53,-24.22,16.9,16.3,-25232.256,2.7
+15/04/2016,0.0,-24.6,-24.3,15.1,14.5,-26872.992,2.7
+16/04/2016,0.0,-24.69,-24.35,16,15.7,-27895.968,2.7
+17/04/2016,0.0,-24.72,-24.38,19.5,18.8,-27092.448,2.7
+18/04/2016,0.0,-24.73,-24.39,18.1,17.2,-27082.08,2.7
+19/04/2016,0.4,-24.73,-24.42,13,12.4,-26749.44,2.7
+20/04/2016,0.0,-24.72,-24.43,14.8,14.6,-26711.424,2.7
+21/04/2016,0.0,-24.7,-24.45,15.8,16.6,-26703.648,2.7
+22/04/2016,0.0,-24.71,-24.4,17.5,17.3,-26733.024,2.7
+23/04/2016,22.6,-24.7,-24.35,13.7,13.4,-26140.32,2.9
+24/04/2016,34.6,-24.34,-24.16,12.3,12.1,-21556.8,3.1
+25/04/2016,2.8,-24.41,-24.23,9.1,8.8,-23101.632,3.2
+26/04/2016,0.0,-24.4,-24.22,10.5,10.1,-23477.472,3.1
+27/04/2016,0.0,-24.45,-24.24,15.1,14.9,-24341.472,3
+28/04/2016,13.2,-24.44,-24.24,13.6,13.2,-22946.112,3
+29/04/2016,0.0,-24.78,-24.42,15.2,14.9,-25824.96,3
+30/04/2016,6.6,-24.64,-24.38,14.4,14.5,-26776.224,2.9
+01/05/2016,16.6,-24.48,-24.27,13.7,13.5,-23069.664,3
+02/05/2016,9.0,-24.42,-24.23,13.7,13.5,-23883.552,3.3
+03/05/2016,0.0,-24.39,-24.19,16.9,16.6,-22044.96,3.2
+04/05/2016,0.6,-24.51,-24.25,16.3,15.6,-24876.288,3.1
+05/05/2016,0.0,-24.52,-24.28,14.7,14.3,-23891.328,3
+06/05/2016,0.0,-24.59,-24.29,16.5,16.2,-26923.104,3
+07/05/2016,0.0,-24.62,-24.29,16.4,16.3,-26207.712,2.9
+08/05/2016,0.0,-24.48,-24.23,17.3,16.8,-24172.992,2.9
+09/05/2016,0.0,-24.49,-24.24,18.7,18.1,-24539.328,2.9
+10/05/2016,0.0,-24.51,-24.22,20.6,20.1,-25329.024,2.9
+11/05/2016,0.4,-24.53,-24.18,17.7,17.7,-24149.664,2.9
+12/05/2016,0.6,-24.7,-24.24,16.8,16.6,-29498.688,2.9
+13/05/2016,0.0,-24.53,-24.21,17,16.9,-24782.112,2.8
+14/05/2016,25.4,-24.53,-24.21,16.1,16.2,-25198.56,3.3
+15/05/2016,14.6,-24.41,-24.2,15.4,15,-23445.504,3.1
+16/05/2016,4.8,-24.56,-24.2,14.5,14.3,-24072.768,3.2
+17/05/2016,2.8,-24.41,-24.19,15.3,14.9,-23144.832,3
+18/05/2016,0.0,-24.54,-24.21,15.8,15.5,-26102.304,3
+19/05/2016,19.2,-24.38,-24.14,14.5,14,-23146.56,3
+20/05/2016,3.8,-24.37,-24.1,13.3,13,-24134.112,3.4
+21/05/2016,0.0,-24.48,-24.2,18,17.2,-25637.472,3.3
+22/05/2016,0.0,-24.38,-24.15,19.4,19.5,-25014.528,3.1
+23/05/2016,7.2,-24.4,-24.11,15.9,15.4,-23860.224,3.1
+24/05/2016,0.8,-24.31,-24.05,15.6,15.4,-24290.496,3.2
+25/05/2016,0.0,-24.37,-24.1,17.4,16.9,-24379.488,3.1
+26/05/2016,0.0,-24.25,-24.06,19.7,19.2,-22192.704,3
+27/05/2016,0.0,-24.29,-24.02,22,21.5,-23080.896,3
+28/05/2016,0.0,-24.42,-24.03,22.8,22.6,-24400.224,2.9
+29/05/2016,2.4,-24.08,-23.93,20.9,20.4,-20532.096,2.9
+30/05/2016,9.8,-24.06,-23.88,19.3,19.1,-20815.488,2.9
+31/05/2016,0.0,-23.97,-23.88,18.2,17.7,-19660.32,2.9
+01/06/2016,1.2,-24.03,-23.85,17.6,17.1,-19959.264,2.9
+02/06/2016,16.2,-23.74,-23.69,16,15.7,-16790.112,2.9
+03/06/2016,11.0,-23.8,-23.67,17.5,17.4,-18918.144,2.9
+04/06/2016,0.0,-23.92,-23.73,19.2,19.1,-20729.952,2.9
+05/06/2016,0.0,-23.87,-23.71,19.5,19.2,-19623.168,2.8
+06/06/2016,3.6,-23.96,-23.73,19,18.7,-20519.136,2.8
+07/06/2016,0.2,-24.09,-23.78,20.6,20.6,-22840.704,2.8
+08/06/2016,0.0,-24.12,-23.78,20.9,20.9,-23584.608,2.8
+09/06/2016,8.6,-24.12,-23.75,19.2,18.7,-23110.272,2.9
+10/06/2016,0.0,-24,-23.69,20.6,20.3,-23361.696,3
+11/06/2016,0.0,-24.05,-23.71,21.3,20.9,-24072.768,2.9
+12/06/2016,11.6,-24.02,-23.66,19.3,18.4,-20894.976,3.4
+13/06/2016,0.0,-23.91,-23.6,20.6,20.2,-22103.712,3.3
+14/06/2016,1.4,-23.98,-23.63,20.3,18.8,-21203.424,3.1
+15/06/2016,0.0,-24.05,-23.65,22.1,21.6,-23534.496,3.2
+16/06/2016,0.2,-24.01,-23.66,22.8,22.3,-23329.728,3
+17/06/2016,1.2,-24.11,-23.74,22.3,21.7,-24148.8,3
+18/06/2016,0.0,-24.21,-23.75,21.1,20.3,-24529.824,2.9
+19/06/2016,1.8,-24.09,-23.72,18.3,17.5,-23357.376,2.9
+20/06/2016,8.2,-23.71,-23.55,16.7,16.5,-20330.784,3
+21/06/2016,0.2,-23.83,-23.55,20.2,19.9,-22545.216,3.1
+22/06/2016,0.0,-23.89,-23.59,23.5,23.5,-23913.792,2.9
+23/06/2016,0.0,-23.97,-23.61,26,25.5,-25779.168,2.9
+24/06/2016,0.0,-24,-23.63,27.8,27.2,-25529.472,2.9
+25/06/2016,0.0,-24.25,-23.7,26.7,26.4,-27979.776,2.8
+26/06/2016,0.0,-24.1,-23.69,26.6,25.7,-24662.016,2.8
+27/06/2016,0.6,-24.01,-23.66,25.2,24.2,-24236.928,2.8
+28/06/2016,0.0,-24.02,-23.68,24.4,23.6,-22866.624,2.8
+29/06/2016,0.0,-24.22,-23.78,24.5,23.6,-24490.08,2.7
+30/06/2016,0.0,-24.29,-23.82,26.6,25.8,-26758.944,2.7
+01/07/2016,0.0,-24.35,-23.89,26.5,25.5,-26447.04,2.7
+02/07/2016,0.0,-24.39,-23.91,27.2,26.5,-26339.904,2.7
+03/07/2016,0.0,-24.45,-23.96,26.8,25.6,-26972.352,2.7
+04/07/2016,0.0,-24.41,-23.95,26.1,25.4,-25507.872,2.7
+05/07/2016,0.0,-24.51,-24.01,27.1,26.9,-27380.16,2.6
+06/07/2016,0.0,-24.53,-24.05,26.7,25.8,-26682.048,2.6
+07/07/2016,0.0,-24.47,-24.04,27.5,26.7,-26156.736,2.6
+08/07/2016,0.0,-24.54,-24.1,28.2,27.5,-25761.024,2.6
+09/07/2016,0.0,-24.55,-24.11,27.5,26.5,-26469.504,2.6
+10/07/2016,0.0,-24.56,-24.12,28.3,27.7,-24919.488,2.6
+11/07/2016,0.0,-24.58,-24.11,29.6,28.7,-26072.064,2.5
+12/07/2016,0.0,-24.71,-24.18,29.4,28.6,-27704.16,2.5
+13/07/2016,11.0,-24.59,-24.15,27.3,26.5,-26287.2,2.5
+14/07/2016,0.0,-24.59,-24.17,23.3,22.4,-24495.264,2.6
+15/07/2016,20.0,-24.15,-23.96,17.4,17,-19222.272,2.7
+16/07/2016,0.0,-24.07,-23.92,19.1,18.7,-20208.096,2.7
+17/07/2016,0.0,-24.18,-23.93,21.2,20.8,-22654.944,2.6
+18/07/2016,0.0,-24.24,-23.94,24.1,23.3,-23913.792,2.5
+19/07/2016,0.0,-24.36,-24,25.4,24.7,-23847.264,2.5
+20/07/2016,0.0,-24.52,-24.08,27.3,26.4,-26588.736,2.5
+21/07/2016,0.0,-24.61,-24.16,27.1,26.1,-26600.832,2.4
+22/07/2016,0.0,-24.68,-24.23,27,26.2,-27300.672,2.4
+23/07/2016,0.2,-24.71,-24.26,24.3,23.5,-24916.032,2.4
+24/07/2016,55.4,-24.21,-24.04,23.5,23.1,-19227.456,2.5
+25/07/2016,0.2,-24.03,-23.9,24,23.5,-19872.864,2.6
+26/07/2016,0.0,-24.27,-23.95,25.8,25.2,-23193.216,2.5
+27/07/2016,0.2,-24.27,-23.98,25.9,25.2,-23958.72,2.4
+28/07/2016,0.0,-24.33,-23.99,26.2,25.5,-24970.464,2.4
+29/07/2016,0.0,-24.68,-24.14,26.6,25.6,-31712.256,2.3
+30/07/2016,0.0,-25.23,-24.39,28.2,27.1,-34611.84,2.3
+31/07/2016,0.0,-25.02,-24.47,27.9,27.1,-30549.312,2.3
+01/08/2016,9.0,-25,-24.46,24.4,22.8,-30165.696,2.3
+02/08/2016,0.2,-24.81,-24.39,24.4,24.1,-28907.712,2.5
+03/08/2016,0.0,-24.84,-24.38,25.4,24.9,-28811.808,2.4
+04/08/2016,0.0,-24.88,-24.41,27.2,26.5,-30240.864,2.3
+05/08/2016,13.2,-24.92,-24.44,24.6,23.4,-30081.024,2.3
+06/08/2016,41.6,-24.77,-24.4,18.9,18.9,-25850.88,2.7
+07/08/2016,0.0,-24.55,-24.33,23.2,22.7,-23064.48,2.6
+08/08/2016,0.0,-24.82,-24.37,23.9,23.2,-26625.024,2.4
+09/08/2016,0.0,-24.78,-24.34,23.5,22.9,-26353.728,2.4
+10/08/2016,0.0,-24.85,-24.39,23.3,22.3,-28794.528,2.3
+11/08/2016,0.0,-24.73,-24.39,20.1,19.6,-24994.656,2.6
+12/08/2016,0.0,-24.97,-24.49,20.1,19.4,-28614.816,2.5
+13/08/2016,0.0,-24.99,-24.49,21.5,20.4,-28600.992,2.4
+14/08/2016,0.0,-24.89,-24.46,22.8,22.4,-26979.264,2.3
+15/08/2016,0.0,-24.77,-24.4,24.8,24,-24865.92,2.2
+16/08/2016,0.0,-24.87,-24.41,25.2,24.6,-28380.672,2.2
+17/08/2016,0.0,-25.1,-24.51,24,23.3,-29685.312,2.2
+18/08/2016,0.0,-25.06,-24.5,24.6,24,-29420.064,2.2
+19/08/2016,0.0,-25.08,-24.56,24.9,24.1,-29211.84,2.2
+20/08/2016,0.0,-25.04,-24.54,26.7,26.1,-28790.208,2.2
+21/08/2016,0.0,-25.08,-24.58,27,26.4,-29030.4,2.2
+22/08/2016,0.0,-25.24,-24.67,23.4,22.7,-29293.056,2.2
+23/08/2016,0.0,-25.14,-24.67,22.8,22.6,-28276.128,2.2
+24/08/2016,0.0,-25.17,-24.69,24.3,23.8,-30776.544,2.2
+25/08/2016,0.0,-25.1,-24.65,24.8,24,-28656.288,2.2
+26/08/2016,0.0,-24.96,-24.61,24.9,25.5,-29871.936,2.3
+27/08/2016,0.0,-25,-24.63,26,25.4,-31083.264,2.3
+28/08/2016,0.0,-24.92,-24.59,25.7,25.1,-29384.64,2.3
+29/08/2016,0.0,-24.84,-24.52,24.9,24,-28172.448,2.3
+30/08/2016,2.8,-24.91,-24.55,24.1,23.7,-29706.912,2.4
+31/08/2016,16.0,-24.57,-24.39,20.9,20.9,-23490.432,2.5
+01/09/2016,0.2,-24.68,-24.41,22.5,22.5,-24803.712,2.6
+02/09/2016,0.0,-24.72,-24.42,23.8,23.4,-25786.08,2.5
+03/09/2016,0.0,-24.77,-24.45,24.7,24.2,-27117.504,2.5
+04/09/2016,0.0,-24.68,-24.44,25.1,24.6,-25221.024,2.5
+05/09/2016,1.0,-24.72,-24.38,23.2,22.4,-25044.768,2.5
+06/09/2016,2.6,-24.74,-24.43,19.6,19.1,-25704.864,2.5
+07/09/2016,0.0,-24.8,-24.44,20.6,20.4,-27024.192,2.6
+08/09/2016,0.0,-25.01,-24.51,23.3,22.4,-29753.568,2.7
+09/09/2016,0.0,-25.22,-24.61,21.6,21.3,-30457.728,2.6
+10/09/2016,0.0,-25.07,-24.54,23.8,23.2,-28210.464,2.6
+11/09/2016,0.0,-25.16,-24.6,22.1,21.9,-28287.36,2.5
+12/09/2016,0.0,-25.09,-24.58,23.5,23.5,-27467.424,2.5
+13/09/2016,0.0,-25.26,-24.65,22,21.6,-29638.656,2.5
+14/09/2016,0.0,-25.09,-24.6,22.7,22.3,-28546.56,2.5
+15/09/2016,0.8,-24.97,-24.6,22,21.4,-27117.504,2.5
+16/09/2016,18.4,-24.75,-24.5,21,20.8,-22827.744,2.5
+17/09/2016,0.0,-24.61,-24.39,20.7,20.6,-22871.808,2.6
+18/09/2016,21.2,-24.65,-24.41,18.1,16.7,-23076.576,2.9
+19/09/2016,0.2,-24.43,-24.28,16.8,16.5,-19308.672,2.8
+20/09/2016,1.2,-24.41,-24.26,19,18.9,-21850.56,2.6
+21/09/2016,0.0,-24.36,-24.24,19.2,19,-21519.648,2.6
+22/09/2016,0.0,-24.39,-24.26,18.4,18.6,-21481.632,2.6
+23/09/2016,0.0,-24.54,-24.33,16.4,16.2,-23116.32,2.5
+24/09/2016,0.0,-24.47,-24.29,17.6,17.4,-22180.608,2.5
+25/09/2016,0.0,-24.46,-24.25,17.2,17.3,-22521.888,2.5
+26/09/2016,0.0,-24.48,-24.2,16.8,16.9,-21607.776,2.5
+27/09/2016,0.0,-24.59,-24.28,17.7,17.4,-22565.088,2.5
+28/09/2016,0.0,-24.6,-24.31,18,17.3,-22753.44,2.5
+29/09/2016,0.0,-24.77,-24.38,16.7,16.3,-24911.712,2.5
+30/09/2016,0.0,-24.74,-24.38,18,17.2,-25038.72,2.5
+01/10/2016,14.6,-24.67,-24.34,19.3,18.9,-24675.84,2.5
+02/10/2016,26.8,-24.54,-24.25,19.7,19.4,-22722.336,2.7
+03/10/2016,0.0,-24.54,-24.26,19.4,18.9,-22527.936,2.7
+04/10/2016,0.0,-24.62,-24.29,16.6,17.1,-23116.32,2.6
+05/10/2016,0.0,-24.56,-24.26,16.8,16,-22757.76,2.5
+06/10/2016,10.0,-24.51,-24.23,13.3,12.9,-22053.6,2.6
+07/10/2016,7.6,-24.44,-24.15,13.5,13.3,-22277.376,2.6
+08/10/2016,19.2,-24.68,-24.34,11.9,12,-25041.312,2.6
+09/10/2016,0.2,-24.59,-24.29,13.7,14,-24257.664,2.7
+10/10/2016,10.8,-24.46,-24.21,12.4,12.6,-22797.504,2.7
+11/10/2016,8.2,-24.35,-24.13,9.7,10.1,-22908.096,2.7
+12/10/2016,0.2,-24.56,-24.25,10.3,10.1,-24882.336,2.6
+13/10/2016,9.6,-24.62,-24.29,8.9,9,-24350.112,2.7
+14/10/2016,12.8,-24.53,-24.25,16.2,16.5,-25404.192,2.7
+15/10/2016,1.0,-24.6,-24.3,17.7,17.5,-25492.32,2.8
+16/10/2016,0.2,-24.65,-24.35,16.2,16.5,-24390.72,2.7
+17/10/2016,0.0,-24.64,-24.36,15.9,15.5,-23982.912,2.7
+18/10/2016,0.0,-24.51,-24.25,15.6,15.3,-22575.456,2.7
+19/10/2016,0.0,-24.48,-24.2,16.3,16.3,-24064.128,2.7
+20/10/2016,0.0,-24.45,-24.16,16.2,15.7,-24344.928,2.6
+21/10/2016,9.0,-24.44,-24.16,14,13.9,-24455.52,2.6
+22/10/2016,0.2,-24.47,-24.17,11.6,11.2,-24594.624,2.6
+23/10/2016,0.0,-24.33,-24.11,14.4,14.2,-23330.592,2.6
+24/10/2016,0.0,-24.44,-24.18,18.1,17.6,-24830.496,2.6
+25/10/2016,0.0,-24.44,-24.17,18.5,18.6,-24687.072,2.6
+26/10/2016,12.4,-24.55,-24.23,19.6,19.4,-27277.344,2.7
+27/10/2016,8.6,-24.58,-24.26,16.1,15.8,-26448.768,3.1
+28/10/2016,0.0,-24.51,-24.25,13.3,13.3,-25028.352,2.9
+29/10/2016,0.0,-24.49,-24.19,14.5,14.3,-25206.336,2.8
+30/10/2016,0.0,-24.36,-24.14,13.6,13.8,-24086.592,2.8
+31/10/2016,0.0,-24.47,-24.18,12,12.7,-26466.912,2.7
+01/11/2016,0.0,-24.49,-24.22,11.1,10.9,-26339.04,2.7
+02/11/2016,0.0,-24.38,-24.13,14.5,14.5,-25526.016,2.7
+03/11/2016,0.0,-24.46,-24.16,16.4,16.4,-27245.376,2.7
+04/11/2016,0.0,-24.46,-24.19,15.1,15.4,-26313.12,2.7
+05/11/2016,3.6,-24.41,-24.1,17,16.6,-25753.248,2.7
+06/11/2016,7.4,-24.41,-24.1,17.8,17.6,-27486.432,2.8
+07/11/2016,0.0,-24.43,-24.14,12.3,11.4,-25429.248,2.9
+08/11/2016,3.0,-24.24,-24.03,10.4,10.3,-24159.168,2.8
+09/11/2016,0.2,-24.39,-24.12,8.4,8.6,-25773.12,2.8
+10/11/2016,1.4,-24.23,-24.05,10.1,9.9,-24188.544,2.7
+11/11/2016,29.6,-24.23,-24.05,9.4,9.1,-23783.328,3
+12/11/2016,2.4,-24.27,-24.05,6.4,6.1,-23841.216,3.1
+13/11/2016,0.2,-24.29,-24.1,4.6,4.8,-24310.368,3
+14/11/2016,0.0,-24.27,-24.09,8.2,8.3,-24902.208,2.9
+15/11/2016,0.0,-24.29,-24.12,7.3,8.2,-25480.224,2.8
+16/11/2016,0.0,-24.23,-24.07,5.2,5.5,-24572.16,2.8
+17/11/2016,2.8,-24.17,-24,7.1,7.3,-25069.824,2.8
+18/11/2016,0.4,-24.11,-23.95,13.7,13.4,-24553.152,3
+19/11/2016,23.6,-23.97,-23.85,14.1,13.8,-22857.12,3.3
+20/11/2016,0.2,-23.98,-23.84,14.2,14.1,-23580.288,3.4
+21/11/2016,0.2,-24.16,-23.96,13.4,13.2,-25122.528,3.1
+22/11/2016,0.0,-24.13,-23.95,11.4,11.5,-24743.232,3
+23/11/2016,0.2,-24,-23.92,10.4,11,-23631.264,2.9
+24/11/2016,0.0,-23.98,-23.84,11.1,11.4,-23171.616,2.9
+25/11/2016,7.6,-23.82,-23.73,12.7,12.6,-23704.704,2.9
+26/11/2016,0.0,-24.08,-23.85,11,11,-24452.064,2.9
+27/11/2016,0.2,-24,-23.81,6.7,7.2,-23392.8,2.8
+28/11/2016,0.2,-23.96,-23.8,7.1,7.5,-23041.152,2.8
+29/11/2016,0.0,-23.93,-23.82,4.7,4.2,-21955.968,2.8
+30/11/2016,0.0,-24.04,-23.92,4.7,4,-23934.528,2.8
+01/12/2016,0.0,-23.88,-23.78,2.9,2.9,-22850.208,2.8
+02/12/2016,0.0,-23.98,-23.78,8,7.6,-23982.912,2.8
+03/12/2016,0.0,-23.81,-23.69,9.3,9.4,-23436,2.8
+04/12/2016,0.0,-23.8,-23.71,8.6,9.3,-22157.28,2.8
+05/12/2016,0.0,-24.11,-23.82,9.4,9.7,-24199.776,2.8
+06/12/2016,0.0,-24.02,-23.83,5.9,6.3,-24146.208,2.7
+07/12/2016,0.2,-23.84,-23.72,5.6,7.1,-22849.344,2.8
+08/12/2016,0.2,-23.81,-23.73,3.6,4.1,-22823.424,2.7
+09/12/2016,0.0,-23.82,-23.68,2.7,3.1,-22344.768,2.7
+10/12/2016,0.2,-23.78,-23.66,2.9,3.3,-23191.488,2.7
+11/12/2016,0.0,-23.66,-23.52,7.3,7.5,-22871.808,2.7
+12/12/2016,0.0,-23.54,-23.49,9.2,9.2,-23015.232,2.7
+13/12/2016,0.0,-24.2,-23.82,3.9,4,-26371.008,2.7
+14/12/2016,2.0,-23.87,-23.74,5,5.3,-24810.624,2.7
+15/12/2016,0.4,-23.79,-23.64,6.6,6.9,-23209.632,2.7
+16/12/2016,0.0,-23.74,-23.61,5.6,5.1,-23925.024,2.7
+17/12/2016,0.0,-23.87,-23.71,6.4,6.7,-24560.064,2.7
+18/12/2016,0.2,-23.77,-23.64,1.4,1.8,-23193.216,2.7
+19/12/2016,0.4,-23.68,-23.54,1.5,2.3,-22617.792,2.7
+20/12/2016,0.6,-23.55,-23.47,7,8.5,-23503.392,2.7
+21/12/2016,0.0,-23.73,-23.57,8.8,11.1,-24765.696,2.7
+22/12/2016,0.2,-23.83,-23.64,3.2,3.9,-24406.272,2.7
+23/12/2016,0.2,-23.71,-23.59,2.4,2.8,-24329.376,2.7
+24/12/2016,0.2,-23.83,-23.61,2.1,2.6,-24923.808,2.7
+25/12/2016,0.0,-23.6,-23.51,4.4,4.5,-22243.68,2.7
+26/12/2016,0.2,-23.41,-23.4,2,2.2,-20801.664,2.7
+27/12/2016,0.2,-23.63,-23.47,5.2,6.4,-22603.104,2.7
+28/12/2016,0.0,-23.69,-23.51,4.8,5.2,-24042.528,2.7
+29/12/2016,0.0,-23.72,-23.54,5,5.5,-24153.12,2.7
+30/12/2016,0.0,-23.7,-23.51,5,4.6,-23751.36,2.7
+31/12/2016,0.0,-23.74,-23.52,4.3,4.4,-26078.976,2.7
+01/01/2017,0.0,-23.68,-23.52,0.5,0.6,-25328.16,2.7
+02/01/2017,0.2,-23.7,-23.51,6.4,6.2,-25900.992,2.7
+03/01/2017,6.0,-23.71,-23.49,7.9,7.3,-25627.968,2.7
+04/01/2017,0.0,-23.73,-23.53,3.3,3.6,-25542.432,2.8
+05/01/2017,0.6,-23.74,-23.54,3.6,3.4,-25028.352,2.7
+06/01/2017,0.0,-23.78,-23.61,-0.5,-0.7,-24898.752,2.7
+07/01/2017,0.0,-23.81,-23.62,-1.9,-2.1,-25897.536,2.7
+08/01/2017,0.0,-23.89,-23.65,-2.7,-2.4,-25298.784,2.7
+09/01/2017,0.0,-24.06,-23.74,2.1,1.8,-27776.736,2.7
+10/01/2017,0.0,-24.11,-23.76,0,0.6,-29102.976,2.7
+11/01/2017,0.0,-24.18,-23.87,-0.4,-0.6,-28778.976,2.7
+12/01/2017,0.2,-24.17,-23.87,3.6,3.1,-28467.072,2.7
+13/01/2017,52.6,-24.09,-23.77,7.2,7,-27437.184,3
+14/01/2017,0.0,-24.2,-23.9,1.1,0.9,-29724.192,3
+15/01/2017,0.2,-24.16,-23.87,2.2,2.3,-27349.056,2.8
+16/01/2017,0.0,-23.95,-23.78,3.2,2.7,-26055.648,2.8
+17/01/2017,0.4,-23.81,-23.68,3.4,3,-26457.408,2.8
+18/01/2017,0.8,-23.8,-23.68,4.7,4.5,-24946.272,2.8
+19/01/2017,0.0,-23.87,-23.7,4.8,4.3,-25327.296,2.9
+20/01/2017,0.0,-23.9,-23.75,2.9,4.5,-27470.88,2.9
+21/01/2017,0.0,-23.96,-23.75,2.8,5.5,-28312.416,2.9
+22/01/2017,0.0,-23.85,-23.7,4.2,7.3,-27400.032,2.9
+23/01/2017,0.2,-23.85,-23.68,6.7,8.4,-27784.512,2.9
+24/01/2017,0.0,-23.67,-23.59,8.8,8.5,-25087.104,2.9
+25/01/2017,0.0,-23.66,-23.58,5.5,6,-25166.592,2.9
+26/01/2017,0.0,-23.75,-23.64,1.9,2.9,-24134.112,2.9
+27/01/2017,0.0,-23.7,-23.63,1.6,2,-25528.608,2.8
+28/01/2017,0.0,-23.67,-23.58,1.9,3.1,-24922.08,2.8
+29/01/2017,0.0,-23.7,-23.59,2,3.1,-25552.8,2.8
+30/01/2017,0.0,-23.71,-23.58,3.7,3.9,-25526.88,2.8
+31/01/2017,0.0,-23.64,-23.54,8.8,8.3,-26091.936,2.8
+01/02/2017,0.2,-23.71,-23.58,11,11,-26400.384,2.8
+02/02/2017,0.0,-23.71,-23.58,12.1,12.2,-26302.752,2.9
+03/02/2017,0.8,-23.55,-23.45,12.5,12.4,-22892.544,2.9
+04/02/2017,0.8,-23.62,-23.46,12,11.6,-24487.488,2.9
+05/02/2017,10.2,-23.53,-23.41,11.3,10.8,-23200.128,2.9
+06/02/2017,12.6,-23.49,-23.38,9.2,9.1,-23912.928,3.3
+07/02/2017,0.0,-23.67,-23.51,8.6,8.5,-24588.576,3.4
+08/02/2017,0.0,-23.69,-23.57,6.4,6.6,-26282.88,3.2
+09/02/2017,0.0,-23.66,-23.57,8.4,7.9,-26542.08,3.1
+10/02/2017,0.0,-23.74,-23.58,9.3,8.8,-24462.432,3
+11/02/2017,0.0,-23.74,-23.58,7.9,8.4,-25582.176,3
+12/02/2017,0.0,-23.61,-23.54,9.2,9.5,-24530.688,3
+13/02/2017,0.0,-23.58,-23.51,7.6,8.1,-23627.808,2.9
+14/02/2017,0.0,-23.67,-23.54,6.5,8.2,-24795.936,2.9
+15/02/2017,0.0,-23.7,-23.58,5.4,5.4,-24915.168,2.9
+16/02/2017,0.0,-23.66,-23.56,6.1,6,-24640.416,2.8
+17/02/2017,1.0,-23.62,-23.49,8.3,8.1,-23514.624,2.9
+18/02/2017,8.6,-23.57,-23.43,8.4,8.2,-23822.208,2.9
+19/02/2017,0.0,-23.62,-23.44,6.4,6.2,-24115.968,2.9
+20/02/2017,0.0,-23.6,-23.46,5.2,5.1,-24183.36,2.8
+21/02/2017,0.0,-23.51,-23.43,5.7,5.4,-23512.896,2.8
+22/02/2017,0.0,-23.42,-23.38,8.2,8,-23273.568,2.8
+23/02/2017,0.0,-23.29,-23.32,11.6,11.2,-22962.528,2.8
+24/02/2017,5.4,-23.37,-23.38,12,11.9,-24071.904,2.8
+25/02/2017,2.8,-23.39,-23.43,9.1,8.7,-24759.648,3.2
+26/02/2017,0.0,-23.44,-23.5,8.5,9.6,-26001.216,3.1
+27/02/2017,0.0,-23.36,-23.46,9.6,9.3,-24648.192,3
+28/02/2017,1.0,-23.19,-23.35,10.9,10.5,-22861.44,2.9
+01/03/2017,9.0,-23.23,-23.4,11.1,10.8,-23297.76,3.1
+02/03/2017,0.0,-23.16,-23.38,10.3,10.3,-24103.872,3
+03/03/2017,0.0,-23.28,-23.4,12.6,12.3,-23619.168,3
+04/03/2017,6.0,-23.54,-23.4,10.1,9.8,-24894.432,2.9
+05/03/2017,9.2,-23.4,-23.37,9.2,9.1,-22136.544,3.1
+06/03/2017,21.4,-23.23,-23.28,10.5,10.2,-22673.088,3.3
+07/03/2017,16.6,-23.33,-23.31,8.8,8.7,-23701.248,4
+08/03/2017,0.0,-23.45,-23.45,10.5,9.9,-25543.296,3.6
+09/03/2017,0.0,-23.45,-23.47,10.6,10.1,-25085.376,3.2
+10/03/2017,0.0,-23.44,-23.42,10.4,10.3,-25177.824,3.1
+11/03/2017,0.0,-23.42,-23.44,9.9,9.6,-23486.976,3
+12/03/2017,0.0,-23.38,-23.4,9.2,9.4,-25175.232,2.9
+13/03/2017,0.0,-23.34,-23.42,8.5,8.3,-23883.552,2.9
+14/03/2017,0.0,-23.38,-23.45,9.3,9.7,-25773.12,2.9
+15/03/2017,0.0,-23.35,-23.41,10.6,10.5,-23575.104,2.8
+16/03/2017,0.0,-23.47,-23.4,12,11.8,-24217.92,2.8
+17/03/2017,0.0,-23.47,-23.34,11.6,11.5,-24521.184,2.8
+18/03/2017,0.0,-23.44,-23.34,11.1,10.6,-24683.616,2.8
+19/03/2017,0.0,-23.45,-23.3,13.1,12.8,-24798.528,2.8
+20/03/2017,0.0,-23.38,-23.27,15.8,15.5,-23342.688,2.8
+21/03/2017,0.0,-23.37,-23.27,15,14.6,-23861.088,2.7
+22/03/2017,0.0,-23.53,-23.37,13.3,12.9,-25916.544,2.7
+23/03/2017,0.0,-23.38,-23.27,15.3,14.8,-22446.72,2.7
+24/03/2017,0.0,-23.46,-23.31,14.7,14.6,-24001.056,2.7
+25/03/2017,0.0,-23.49,-23.29,16,15.8,-24662.016,2.7
+26/03/2017,3.2,-23.52,-23.31,13.1,12.9,-23827.392,2.7
+27/03/2017,0.0,-23.32,-23.2,10.5,10.1,-21809.952,2.7
+28/03/2017,0.0,-23.31,-23.21,11.8,11.3,-22571.136,2.6
+29/03/2017,0.0,-23.31,-23.18,12.6,12.3,-22993.632,2.6
+30/03/2017,0.0,-23.42,-23.22,15.4,15.4,-23210.496,2.7
+31/03/2017,0.0,-23.42,-23.21,15.7,15.3,-24097.824,2.7
+01/04/2017,0.0,-23.5,-23.22,14.2,13.4,-24370.848,2.7
+02/04/2017,3.2,-23.31,-23.11,12.1,12,-22189.248,2.7
+03/04/2017,0.0,-23.26,-23.1,15.9,15.2,-22339.584,2.7
+04/04/2017,0.0,-23.44,-23.11,15.4,15.1,-23582.016,2.7
+05/04/2017,0.6,-23.52,-23.17,13,12.2,-24412.32,2.7
+06/04/2017,0.2,-23.48,-23.13,11.1,10.3,-23029.92,2.6
+07/04/2017,0.0,-23.47,-23.16,13.5,13.5,-24001.92,2.6
+08/04/2017,0.0,-23.6,-23.23,15.3,14.6,-26127.36,2.6
+09/04/2017,0.0,-23.6,-23.23,16.5,15.9,-24947.136,2.6
+10/04/2017,0.0,-23.6,-23.23,16.9,16.6,-25710.048,2.6
+11/04/2017,0.0,-23.58,-23.22,16.6,15.6,-25056.864,2.6
+12/04/2017,0.0,-23.54,-23.16,18.2,18.4,-24750.144,2.6
+13/04/2017,0.0,-23.56,-23.18,17.1,16.2,-26115.264,2.6
+14/04/2017,0.0,-23.64,-23.26,16.3,15.9,-25864.704,2.6
+15/04/2017,10.6,-23.64,-23.24,16.4,15.8,-26207.712,2.6
+16/04/2017,3.8,-23.47,-23.13,16.6,16.2,-23314.176,2.6
+17/04/2017,1.4,-23.47,-23.14,14.4,14,-24920.352,2.6
+18/04/2017,11.4,-23.27,-23.01,9.8,9.2,-21185.28,2.7
+19/04/2017,0.0,-23.3,-23.04,8.9,8.5,-21943.008,2.7
+20/04/2017,0.0,-23.27,-23.05,7.3,6.9,-21766.752,2.6
+21/04/2017,0.0,-23.19,-23.03,8.2,7.7,-23389.344,2.6
+22/04/2017,0.0,-23.27,-23.03,10.4,10,-24585.984,2.6
+23/04/2017,0.0,-23.22,-23.04,13.9,13.3,-24601.536,2.6
+24/04/2017,0.0,-23.18,-23,14.8,14.2,-23373.792,2.6
+25/04/2017,0.0,-23.25,-23.01,15.1,14.5,-23207.04,2.6
+26/04/2017,0.0,-23.13,-22.94,15.5,15.1,-23150.016,2.6
+27/04/2017,5.4,-23.33,-23.03,17.1,16.9,-24063.264,2.6
+28/04/2017,9.2,-23.22,-22.96,13.3,13.2,-22570.272,3.1
+29/04/2017,0.0,-23.29,-23.07,12.4,12,-23813.568,2.9
+30/04/2017,0.0,-23.18,-22.98,12.9,13.4,-23583.744,2.8
+01/05/2017,0.0,-23.18,-23.01,13.1,12.7,-22433.76,2.7
+02/05/2017,0.0,-23.07,-22.96,13.8,13.2,-21968.064,2.7
+03/05/2017,0.0,-23.32,-23.08,15.6,14.9,-24980.832,2.7
+04/05/2017,0.6,-23.28,-23.08,16.2,15.7,-25661.664,2.7
+05/05/2017,1.2,-23.32,-23.1,16.7,16.3,-25052.544,2.7
+06/05/2017,8.8,-23.33,-23.09,16.2,15.6,-25024.896,2.6
+07/05/2017,5.8,-23.1,-22.99,14.7,14.6,-22291.2,2.7
+08/05/2017,1.4,-23,-22.92,13.4,13.1,-22453.632,3
+09/05/2017,1.0,-23.11,-22.94,13.8,13.2,-22958.208,2.8
+10/05/2017,0.0,-23.17,-22.99,16.2,16.1,-23607.072,2.8
+11/05/2017,0.0,-23.19,-23.02,19,18.5,-24655.968,2.7
+12/05/2017,0.0,-23.15,-22.98,21.3,20.2,-24027.84,2.7
+13/05/2017,0.0,-23.32,-23.14,20.8,20.3,-26531.712,2.7
+14/05/2017,0.0,-23.44,-23.2,20.4,19.9,-27243.648,2.7
+15/05/2017,0.4,-23.39,-23.2,18.1,17.1,-25344.576,2.6
+16/05/2017,0.0,-23.44,-23.21,19.5,18.8,-25608.96,2.7
+17/05/2017,0.0,-23.44,-23.18,20.5,19.7,-26744.256,2.6
+18/05/2017,0.0,-23.4,-23.19,21.2,21,-27416.448,2.6
+19/05/2017,0.0,-23.42,-23.22,21.8,20.9,-27842.4,2.6
+20/05/2017,20.4,-23.57,-23.3,18.1,17.4,-29447.712,2.6
+21/05/2017,2.2,-23.42,-23.23,17.3,16.7,-25434.432,2.6
+22/05/2017,0.0,-23.36,-23.19,20.3,19.5,-25784.352,2.6
+23/05/2017,0.0,-23.56,-23.23,21,19.9,-27442.368,2.6
+24/05/2017,0.0,-23.69,-23.3,21.4,20.5,-29085.696,2.6
+25/05/2017,0.4,-23.7,-23.35,19.9,19.3,-29350.944,2.5
+26/05/2017,0.0,-23.74,-23.39,18.5,18,-28030.752,2.5
+27/05/2017,0.0,-24.07,-23.54,20.2,19.1,-29229.984,2.5
+28/05/2017,0.0,-24.16,-23.61,21.5,20.5,-30356.64,2.5
+29/05/2017,0.0,-24.09,-23.6,22.6,21.5,-29429.568,2.5
+30/05/2017,0.0,-24.13,-23.68,23.5,22.3,-29674.08,2.5
+31/05/2017,0.0,-24.2,-23.76,23.7,22.6,-29874.528,2.5
+01/06/2017,0.0,-24.27,-23.8,23.4,22.1,-30208.896,2.5
+02/06/2017,0.0,-24.2,-23.78,23.3,22.1,-28484.352,2.5
+03/06/2017,0.0,-24.26,-23.82,23.9,22.4,-29583.36,2.4
+04/06/2017,0.0,-24.3,-23.84,24.6,23.5,-29230.848,2.4
+05/06/2017,0.0,-24.39,-23.88,24.7,23.7,-30373.92,2.4
+06/06/2017,0.0,-24.46,-23.93,23.7,22.9,-30607.2,2.4
+07/06/2017,0.0,-24.38,-23.95,24.2,23.2,-30074.112,2.4
+08/06/2017,0.0,-24.55,-24.06,21.6,21.2,-31293.216,2.4
+09/06/2017,0.0,-24.55,-24.09,22.7,21.7,-31339.872,2.4
+10/06/2017,0.0,-24.62,-24.14,24.1,23,-31938.624,2.4
+11/06/2017,0.0,-24.77,-24.21,24.4,24,-32266.08,2.4
+12/06/2017,0.0,-24.76,-24.23,25.6,25,-32010.336,2.4
+13/06/2017,0.0,-24.77,-24.26,27.4,26.2,-32033.664,2.4
+14/06/2017,0.0,-25.08,-24.4,27.8,26.9,-32753.376,2.3
+15/06/2017,0.0,-25.08,-24.47,26.8,25.7,-32775.84,2.4
+16/06/2017,0.0,-25.05,-24.52,28.2,27,-32919.264,2.4
+17/06/2017,0.0,-25.12,-24.53,27.1,26,-33072.192,2.4
+18/06/2017,0.0,-25.12,-24.6,24.1,23.2,-31980.096,2.4
+19/06/2017,0.0,-24.98,-24.57,24.8,23.8,-29740.608,2.4
+20/06/2017,0.0,-25.06,-24.59,26,24.9,-31745.088,2.4
+21/06/2017,0.0,-25.19,-24.68,27.5,26.2,-31885.92,2.4
+22/06/2017,0.0,-25.25,-24.73,28.6,27.2,-31022.784,2.4
+23/06/2017,0.0,-25.37,-24.79,28.6,27.3,-31949.856,2.4
+24/06/2017,0.0,-25.52,-24.86,29.2,28.1,-32879.52,2.4
+25/06/2017,0.0,-25.44,-24.87,28.2,26.8,-30218.4,2.4
+26/06/2017,0.0,-25.55,-24.86,28.9,27.4,-29896.128,2.5
+27/06/2017,0.0,-25.63,-24.91,29.8,28.7,-31999.968,2.5
+28/06/2017,2.6,-25.6,-24.9,26.4,25.9,-31842.72,2.4
+29/06/2017,7.4,-25.12,-24.74,24.7,23.6,-28867.104,2.6
+30/06/2017,9.4,-24.81,-24.58,21.1,20.5,-26190.432,2.6
+01/07/2017,0.0,-24.66,-24.44,21.8,21.1,-23910.336,2.6
+02/07/2017,0.0,-24.73,-24.43,21.8,20.8,-26160.192,2.5
+03/07/2017,0.0,-24.86,-24.5,24.3,23.5,-28249.344,2.5
+04/07/2017,0.0,-24.9,-24.54,26.3,25.1,-29245.536,2.4
+05/07/2017,0.0,-25.29,-24.71,27.2,25.5,-30305.664,2.4
+06/07/2017,0.0,-25.61,-24.93,27.9,26,-32092.416,2.3
+07/07/2017,0.0,-25.79,-25.05,28.6,26.6,-32359.392,2.3
+08/07/2017,0.0,-25.85,-25.13,29.3,27.8,-32882.112,2.2
+09/07/2017,0.0,-25.92,-25.2,29.8,28.5,-32754.24,2.2
+10/07/2017,0.0,-25.9,-25.2,28.8,27.5,-31755.456,2.2
+11/07/2017,0.0,-25.9,-25.25,29.4,28.5,-32094.144,2.1
+12/07/2017,0.0,-25.98,-25.29,29.2,27.8,-31698.432,2.1
+13/07/2017,0.0,-26.06,-25.36,29.3,28.1,-32567.616,2.1
+14/07/2017,0.0,-26.11,-25.4,27.6,26.7,-32066.496,2.1
+15/07/2017,0.0,-26.17,-25.45,25.6,24.8,-31779.648,2.1
+16/07/2017,0.0,-26.1,-25.52,23,22.7,-30414.528,2.2
+17/07/2017,0.0,-26.17,-25.52,23.3,22.9,-30502.656,2.2
+18/07/2017,0.0,-26.2,-25.58,25.5,24.8,-31566.24,2.1
+19/07/2017,0.0,-26.32,-25.61,26.8,25.4,-31766.688,2.1
+20/07/2017,0.0,-26.46,-25.7,27.7,26.4,-32607.36,2.1
+21/07/2017,0.0,-26.35,-25.71,28.5,27.4,-31440.096,2.1
+22/07/2017,0.0,-26.45,-25.75,29.4,27.8,-31919.616,2
+23/07/2017,0.0,-26.41,-25.76,29.8,28.6,-31123.008,2.1
+24/07/2017,6.4,-26.43,-25.74,24.4,24.2,-31332.96,2.1
+25/07/2017,2.4,-25.93,-25.54,21.2,20.5,-24824.448,2.3
+26/07/2017,0.2,-25.89,-25.48,21.2,20.6,-25340.256,2.3
+27/07/2017,0.0,-25.71,-25.39,24.4,23.6,-27783.648,2.2
+28/07/2017,0.0,-25.98,-25.48,26.2,25.2,-28872.288,2.3
+29/07/2017,0.0,-26.25,-25.67,28,27.2,-30285.792,2.2
+30/07/2017,0.0,-26.29,-25.71,28.5,27.5,-29707.776,2.2
+31/07/2017,0.0,-26.38,-25.77,30.1,28.8,-30528.576,2.1
+01/08/2017,0.0,-26.76,-25.91,32.4,30.8,-30924.288,2.1
+02/08/2017,0.0,-26.81,-25.98,32.4,30.5,-31716.576,2
+03/08/2017,0.0,-27,-26.11,33,31,-34049.376,2
+04/08/2017,0.0,-26.99,-26.16,32.7,31.1,-33936.192,2
+05/08/2017,0.0,-27.11,-26.24,32.1,30.6,-34262.784,2
+06/08/2017,0.0,-27.08,-26.26,31.7,30.5,-33938.784,2
+07/08/2017,0.0,-27.04,-26.26,30.4,29.3,-32642.784,2
+08/08/2017,0.0,-26.87,-26.24,30.5,29.7,-31410.72,2
+09/08/2017,0.0,-26.87,-26.25,31,29.8,-30893.184,1.9
+10/08/2017,0.0,-26.94,-26.27,30.1,29,-30658.176,2
+11/08/2017,0.0,-27,-26.29,25.4,25.1,-30432.672,1.9
+12/08/2017,5.2,-26.48,-26.11,20.2,19.8,-24271.488,2
+13/08/2017,0.0,-26.23,-25.97,22.5,22.1,-23169.024,2.2
+14/08/2017,0.0,-26.26,-25.95,25.2,24.3,-25388.64,2.3
+15/08/2017,0.0,-26.35,-26.02,26.6,25.8,-24094.368,2.3
+16/08/2017,0.0,-26.58,-26.07,27.9,27.1,-28798.848,2.2
+17/08/2017,0.0,-26.8,-26.16,28.1,27.7,-30312.576,2.1
+18/08/2017,0.0,-26.85,-26.23,29.3,28.5,-31642.272,2.1
+19/08/2017,0.0,-27.01,-26.3,28.8,27.6,-31595.616,2.1
+20/08/2017,0.0,-26.91,-26.31,26,25.1,-28965.6,2.2
+21/08/2017,0.0,-27.01,-26.36,23.4,23,-29627.424,2.2
+22/08/2017,0.0,-26.97,-26.37,23.1,22.5,-29738.88,2.2
+23/08/2017,0.0,-26.96,-26.41,24.8,23.8,-30348.864,2.2
+24/08/2017,0.0,-27.01,-26.46,27,25.6,-30253.824,2.2
+25/08/2017,0.0,-27.13,-26.5,27.5,26.3,-31479.84,2.2
+26/08/2017,0.0,-27.18,-26.54,28.6,27.3,-31570.56,2.2
+27/08/2017,0.0,-27.16,-26.55,29,27.5,-31154.112,2.2
+28/08/2017,0.0,-27.2,-26.55,28.8,27.4,-31093.632,2.2
+29/08/2017,0.0,-27.28,-26.61,26.9,26.4,-31110.048,2.2
+30/08/2017,0.0,-27.31,-26.64,27,26.1,-32170.176,2.2
+31/08/2017,0.0,-27.32,-26.66,28,27.1,-31636.224,2.2
+01/09/2017,17.2,-27.21,-26.65,23.7,23.2,-29069.28,2.3
+02/09/2017,1.2,-27.06,-26.54,22.8,21.1,-27811.296,2.4
+03/09/2017,0.0,-27.03,-26.53,17.9,17.3,-28283.04,2.4
+04/09/2017,0.0,-27.36,-26.71,19.5,18.7,-31845.312,2.4
+05/09/2017,0.0,-27.08,-26.65,22.4,21.3,-28804.896,2.4
+06/09/2017,0.0,-27.23,-26.63,23,22.1,-29684.448,2.3
+07/09/2017,0.0,-27.16,-26.59,23.9,23.3,-28224.288,2.3
+08/09/2017,0.0,-27.16,-26.58,22.6,22.3,-29154.816,2.3
+09/09/2017,0.0,-27.13,-26.57,20.9,20.3,-29907.36,2.3
+10/09/2017,39.4,-26.96,-26.48,19,18.7,-26416.8,2.4
+11/09/2017,1.6,-26.83,-26.4,19.2,19.1,-26102.304,2.5
+12/09/2017,1.8,-27.07,-26.5,19.8,19.7,-28798.848,2.5
+13/09/2017,0.0,-26.94,-26.56,19.6,18.8,-27629.856,2.4
+14/09/2017,0.0,-27.09,-26.53,20.5,20,-28759.968,2.4
+15/09/2017,0.0,-27.08,-26.5,22.2,22.2,-28169.856,2.3
+16/09/2017,14.4,-27.04,-26.49,22.1,21.4,-22945.248,2.4
+17/09/2017,1.8,-27.18,-26.55,17.9,17.5,-28130.976,2.4
+18/09/2017,3.6,-27.16,-26.57,17.5,17,-28685.664,2.5
+19/09/2017,14.6,-27.05,-26.53,15.9,15.6,-28108.512,2.4
+20/09/2017,0.0,-27.02,-26.53,14.3,13.8,-27142.56,2.5
+21/09/2017,0.0,-27.17,-26.57,15,14.4,-28909.44,2.4
+22/09/2017,0.0,-27.22,-26.6,16.3,15.6,-29146.176,2.4
+23/09/2017,0.0,-27.25,-26.6,17.1,16.4,-28899.072,2.4
+24/09/2017,0.0,-27.17,-26.59,16.3,15.7,-28621.728,2.3
+25/09/2017,0.0,-27.24,-26.6,15.7,15.1,-29187.648,2.3
+26/09/2017,0.0,-27.2,-26.61,16.9,16.4,-28683.936,2.3
+27/09/2017,0.0,-27.23,-26.63,17.4,17.7,-29490.912,2.3
+28/09/2017,0.0,-27.18,-26.63,17.5,17.6,-28548.288,2.3
+29/09/2017,0.0,-27.26,-26.65,17.7,17,-29107.296,2.3
+30/09/2017,0.0,-27.35,-26.67,16.6,16.3,-28473.984,2.3
+01/10/2017,0.0,-27.27,-26.7,16.3,15.8,-27598.752,2.3
+02/10/2017,0.0,-27.34,-26.71,18.5,18.1,-28562.112,2.3
+03/10/2017,0.0,-27.31,-26.69,17.7,17.3,-28429.056,2.3
+04/10/2017,0.0,-27.37,-26.73,19.5,18.9,-29839.104,2.3
+05/10/2017,0.0,-27.41,-26.73,18.7,18.4,-29864.16,2.3
+06/10/2017,4.6,-27.45,-26.75,18.3,17.9,-30102.624,2.3
+07/10/2017,0.0,-27.47,-26.84,14.8,14.2,-28058.4,2.3
+08/10/2017,0.0,-27.48,-26.83,13.8,13.7,-28766.88,2.3
+09/10/2017,0.0,-27.43,-26.81,16.5,15.9,-27530.496,2.3
+10/10/2017,0.0,-27.51,-26.86,16,15.5,-28498.176,2.3
+11/10/2017,0.0,-27.58,-26.95,15.6,15.1,-29659.392,2.3
+12/10/2017,0.0,-27.59,-26.97,15.4,14.8,-29722.464,2.3
+13/10/2017,0.0,-27.63,-26.99,15.3,14.8,-29742.336,2.3
+14/10/2017,0.0,-27.62,-27.01,15.9,15.4,-29496.96,2.3
+15/10/2017,0.0,-27.64,-27.04,15.5,15.1,-29612.736,2.2
+16/10/2017,0.0,-27.58,-27.01,15.2,14.6,-28367.712,2.2
+17/10/2017,0.0,-27.64,-27.03,15.3,14.6,-29858.112,2.2
+18/10/2017,0.0,-27.64,-27.01,14.4,13.9,-28850.688,2.3
+19/10/2017,0.0,-27.6,-27.02,13.7,12.9,-29069.28,2.2
+20/10/2017,0.0,-27.65,-27.04,14.4,13.8,-28913.76,2.2
+21/10/2017,0.0,-27.61,-27.06,15.1,14.7,-28376.352,2.3
+22/10/2017,12.0,-27.43,-26.97,15.7,15,-26892,2.3
+23/10/2017,0.4,-27.5,-26.98,11.9,11.5,-26231.904,2.4
+24/10/2017,0.0,-27.7,-27.06,10.8,10.3,-28118.88,2.5
+25/10/2017,0.0,-27.69,-27.1,14.9,14.9,-28028.16,2.4
+26/10/2017,0.0,-27.73,-27.11,13,12.5,-28278.72,2.4
+27/10/2017,0.0,-27.68,-27.1,13,12.6,-28805.76,2.4
+28/10/2017,0.0,-27.64,-27.09,14,13.1,-28029.888,2.3
+29/10/2017,0.0,-27.64,-27.06,11.7,11.4,-28376.352,2.4
+30/10/2017,0.0,-27.79,-27.13,12.7,13.1,-28633.824,2.4
+31/10/2017,0.0,-27.9,-27.23,11.5,12.6,-30543.264,2.4
+01/11/2017,0.0,-27.94,-27.29,9.6,9.6,-30657.312,2.3
+02/11/2017,0.0,-27.88,-27.26,10.2,9.8,-29096.064,2.4
+03/11/2017,2.8,-27.85,-27.22,14.6,14,-29490.912,2.4
+04/11/2017,0.2,-27.78,-27.22,13.4,12.9,-28689.12,2.4
+05/11/2017,8.6,-27.71,-27.19,12.9,12.9,-28832.544,2.5
+06/11/2017,11.6,-27.85,-27.21,13.4,13.2,-29649.024,2.5
+07/11/2017,0.8,-28.11,-27.38,9.9,9.4,-29100.384,2.6
+08/11/2017,0.0,-28.05,-27.42,8.5,8.5,-31033.152,2.6
+09/11/2017,1.2,-27.99,-27.42,10.9,10.6,-30669.408,2.6
+10/11/2017,0.0,-27.84,-27.34,11.2,12.1,-27562.464,2.5
+11/11/2017,0.0,-27.92,-27.38,7.2,7.3,-29280.096,2.5
+12/11/2017,1.6,-27.92,-27.35,8.5,8.7,-28791.936,2.5
+13/11/2017,8.0,-27.9,-27.28,9.9,9.6,-28535.328,2.6
+14/11/2017,2.4,-27.77,-27.36,8.9,8.7,-26339.904,2.7
+15/11/2017,1.4,-27.91,-27.41,9.6,9.1,-28248.48,2.8
+16/11/2017,0.0,-27.94,-27.42,10.6,10.3,-29355.264,2.9
+17/11/2017,0.0,-28.04,-27.45,10,11,-29700.864,2.8
+18/11/2017,0.0,-27.99,-27.47,9.5,9.5,-29772.576,2.7
+19/11/2017,0.0,-28.07,-27.46,6,5.8,-31340.736,2.7
+20/11/2017,0.0,-28.12,-27.56,6.3,6.2,-31707.936,2.6
+21/11/2017,0.0,-27.94,-27.5,6.5,6.2,-27095.904,2.6
+22/11/2017,0.0,-27.9,-27.46,9.3,9.2,-26296.704,2.6
+23/11/2017,0.0,-27.95,-27.48,11.1,10.8,-28593.216,2.6
+24/11/2017,0.0,-27.96,-27.5,10.6,10.5,-28264.896,2.6
+25/11/2017,1.4,-27.94,-27.46,13.2,13,-28796.256,2.6
+26/11/2017,6.0,-27.87,-27.43,9.7,9.4,-24959.232,2.7
+27/11/2017,0.0,-27.97,-27.53,5.7,5.3,-27445.824,2.8
+28/11/2017,0.0,-27.98,-27.5,3.2,3.1,-28029.024,2.7
+29/11/2017,23.0,-27.94,-27.46,8.5,8,-28663.2,2.8
+30/11/2017,5.2,-27.95,-27.48,6,6.1,-28029.888,3
+01/12/2017,0.2,-28.01,-27.56,2.1,2.5,-27842.4,3
+02/12/2017,0.2,-28.08,-27.6,4.9,5.9,-30089.664,2.8
+03/12/2017,0.0,-28.03,-27.65,6,6,-28219.104,2.8
+04/12/2017,0.0,-28.14,-27.7,4.5,4.5,-29447.712,2.7
+05/12/2017,0.0,-28.32,-27.83,1.7,1.8,-30931.2,2.7
+06/12/2017,0.0,-28.16,-27.8,2.4,2.7,-29731.104,2.7
+07/12/2017,0.0,-28.11,-27.72,6.8,6.6,-29230.848,2.7
+08/12/2017,1.6,-27.95,-27.58,10.2,9.7,-27345.6,2.7
+09/12/2017,3.0,-27.96,-27.56,5.1,4.8,-26968.896,2.8
+10/12/2017,0.4,-27.99,-27.64,1.8,1.8,-26516.16,2.8
+11/12/2017,2.4,-28.02,-27.59,13.4,13.5,-29166.912,2.8
+12/12/2017,24.4,-28.04,-27.65,12.5,12.3,-27477.792,2.9
+13/12/2017,23.2,-28.09,-27.71,7.5,7.4,-30755.808,3.2
+14/12/2017,0.6,-28.12,-27.69,9.6,9.1,-30601.152,3
+15/12/2017,25.2,-28.04,-27.65,11.1,11,-30333.312,3.2
+16/12/2017,8.6,-28.09,-27.7,6.5,5.9,-29332.8,3.4
+17/12/2017,0.2,-28.04,-27.78,4.2,4,-28336.608,3.2
+18/12/2017,0.0,-28.1,-27.77,1.3,1.9,-29419.2,3
+19/12/2017,0.0,-28.09,-27.78,0.3,1.3,-30103.488,2.9
+20/12/2017,0.0,-28.01,-27.75,1.3,1.6,-30414.528,2.8
+21/12/2017,0.0,-27.93,-27.7,4.3,4.3,-29490.912,2.8
+22/12/2017,0.0,-27.87,-27.63,5.3,5.9,-28772.064,2.7
+23/12/2017,0.0,-27.84,-27.61,6.9,6,-27809.568,2.7
+24/12/2017,0.0,-27.66,-27.54,2.5,2.8,-26432.352,2.7
+25/12/2017,0.0,-27.39,-27.48,3.3,4.1,-23079.168,2.7
+26/12/2017,0.0,-27,-27.23,6.8,6.7,-22126.176,2.7
+27/12/2017,44.6,-27.24,-27.15,8.6,8.6,-24538.464,3.1
+28/12/2017,3.4,-27.6,-27.31,5.6,5.5,-31731.264,3.6
+29/12/2017,0.2,-27.51,-27.45,4.4,4,-26441.856,3.1
+30/12/2017,0.0,-27.42,-27.41,4.2,4.2,-26181.792,3
+31/12/2017,0.0,-27.64,-27.48,8.1,7.8,-20026.656,2.9
+01/01/2018,5.4,-27.3,-27.31,9.3,8.9,-23171.616,3
+02/01/2018,3.2,-27.42,-27.32,7.2,6.7,-26502.336,3
+03/01/2018,0.6,-27.39,-27.34,4,3.9,-27344.736,2.9
+04/01/2018,0.2,-27.22,-27.29,8.4,7.5,-26391.744,2.9
+05/01/2018,0.0,-27.7,-27.24,9.9,9.6,-24352.704,2.9
+06/01/2018,0.0,-27.69,-27.24,10.2,10,-24043.392,2.8
+07/01/2018,0.0,-27.63,-27.23,6.4,6.8,-24069.312,2.8
+08/01/2018,0.0,-27.84,-27.29,8,8.6,-28096.416,2.8
+09/01/2018,14.2,-27.62,-27.23,9.3,9.2,-24057.216,2.8
+10/01/2018,0.2,-27.85,-27.26,6.2,6.6,-27784.512,2.9
+11/01/2018,4.4,-27.75,-27.21,7,7.2,-26662.176,2.9
+12/01/2018,0.0,-27.9,-27.26,9.5,9.1,-28339.2,2.8
+13/01/2018,0.0,-27.76,-27.25,7.4,7.2,-26862.624,2.8
+14/01/2018,0.0,-27.57,-27.21,6.8,7,-25867.296,2.8
+15/01/2018,0.0,-27.83,-27.26,5.7,5.6,-28877.472,2.8
+16/01/2018,1.4,-27.66,-27.19,9.9,9.7,-28195.776,2.8
+17/01/2018,1.2,-27.54,-27.09,9.9,9.7,-26767.584,2.8
+18/01/2018,0.0,-27.61,-27.21,4.1,4.2,-26811.648,2.8
+19/01/2018,0.0,-27.67,-27.12,10,9.2,-26682.048,2.8
+20/01/2018,0.0,-27.73,-27.17,7.9,7.4,-28050.624,2.8
+21/01/2018,1.0,-27.6,-27.13,10.3,9.6,-27785.376,2.7
+22/01/2018,0.0,-27.76,-27.21,5.5,6.3,-28964.736,2.7
+23/01/2018,0.0,-27.7,-27.26,7.8,8,-28800.576,2.7
+24/01/2018,0.0,-27.82,-27.31,5.4,5.3,-29072.736,2.7
+25/01/2018,0.0,-27.82,-27.26,5.9,5.9,-29918.592,2.7
+26/01/2018,0.0,-27.69,-27.2,7.8,7.7,-28167.264,2.7
+27/01/2018,0.0,-27.73,-27.24,9.5,9.5,-28374.624,2.7
+28/01/2018,0.0,-27.62,-27.26,6.4,6.4,-26619.84,2.6
+29/01/2018,0.0,-27.44,-27.14,3.9,3.7,-24722.496,2.6
+30/01/2018,0.0,-27.54,-27.12,5.9,5.8,-27647.136,2.6
+31/01/2018,0.0,-27.49,-27.05,8.3,8.2,-25566.624,2.6
+01/02/2018,2.6,-27.32,-26.95,9.9,9.8,-25446.528,2.7
+02/02/2018,21.4,-27.21,-26.88,10.1,10.1,-24165.216,2.8
+03/02/2018,21.2,-27.52,-26.98,6.9,6.7,-28905.12,3.6
+04/02/2018,0.2,-27.52,-27.09,4.4,4.3,-27082.944,3.5
+05/02/2018,0.0,-27.62,-27.12,4.3,4.7,-28714.176,3.1
+06/02/2018,0.0,-27.55,-27.04,5.9,6.3,-28060.128,3
+07/02/2018,4.0,-27.68,-27.03,6.5,6.5,-28368.576,2.9
+08/02/2018,0.0,-27.57,-27.09,7,7,-27389.664,2.9
+09/02/2018,0.2,-27.43,-27.05,7,6.7,-26457.408,2.8
+10/02/2018,0.0,-27.45,-27,4.8,4.8,-27581.472,2.8
+11/02/2018,0.0,-27.41,-27,5.3,4.3,-26827.2,2.8
+12/02/2018,2.2,-27.27,-26.94,3.6,3.2,-25289.28,2.8
+13/02/2018,0.0,-27.42,-26.98,3.9,3.4,-26660.448,2.7
+14/02/2018,0.0,-27.31,-26.96,1.9,1.9,-25471.584,2.7
+15/02/2018,0.0,-27.32,-27.02,3,2.9,-27426.816,2.7
+16/02/2018,0.0,-27.34,-27.01,3.9,3.8,-27252.288,2.7
+17/02/2018,2.6,-27.37,-27,5.4,5.1,-27745.632,2.7
+18/02/2018,18.2,-27.24,-26.86,8.3,7.8,-26021.088,2.8
+19/02/2018,0.0,-27.47,-26.94,7.2,6.2,-28785.024,2.9
+20/02/2018,0.0,-27.28,-26.85,5.5,4.8,-25994.304,2.8
+21/02/2018,0.8,-27.36,-26.87,5.3,4.9,-28531.872,2.8
+22/02/2018,4.8,-27.29,-26.86,5.1,4.5,-26568.864,2.8
+23/02/2018,3.2,-27.48,-26.89,6.7,6.9,-28843.776,2.8
+24/02/2018,0.0,-27.2,-26.86,10.6,9.8,-26261.28,2.9
+25/02/2018,0.0,-26.93,-26.73,4.1,3.1,-21529.152,2.9
+26/02/2018,0.0,-26.87,-26.67,-2,-2.5,-22504.608,2.9
+27/02/2018,0.0,-27.23,-26.72,-3.7,-4.2,-26655.264,2.8
+28/02/2018,0.0,-27.51,-26.91,-1.7,-2.2,-30161.376,2.8
+01/03/2018,14.2,-27.48,-26.89,0.8,0.9,-30799.008,2.9
+02/03/2018,7.8,-27.46,-26.84,6.4,6.1,-31477.248,3.2
+03/03/2018,29.0,-27.52,-26.89,7.3,6.8,-31806.432,3.6
+04/03/2018,1.6,-27.14,-26.84,10.1,9.7,-27018.144,3.6
+05/03/2018,11.0,-26.73,-26.6,7.9,7.2,-22559.04,3.2
+06/03/2018,13.8,-26.75,-26.57,8.2,7.8,-23457.6,3.3
+07/03/2018,7.2,-27.02,-26.67,9.3,8.8,-25627.104,3.3
+08/03/2018,2.6,-27.02,-26.71,9.9,9.2,-25265.952,3.5
+09/03/2018,0.0,-26.98,-26.7,11,10.3,-25654.752,3.2
+10/03/2018,0.0,-26.82,-26.62,9.8,9.3,-23794.56,3.1
+11/03/2018,15.0,-26.69,-26.46,12.7,12.3,-22961.664,3.1
+12/03/2018,15.0,-26.51,-26.35,11.4,11.1,-21615.552,3.7
+13/03/2018,0.6,-26.79,-26.45,11.1,10.8,-26003.808,3.5
+14/03/2018,0.0,-26.89,-26.48,11,10.8,-25569.216,3.2
+15/03/2018,1.6,-26.65,-26.39,10,9.2,-25093.152,3.2
+16/03/2018,9.4,-26.65,-26.29,13,12.8,-23964.768,3.4
+17/03/2018,10.6,-26.83,-26.24,10.5,10.3,-25213.248,3.3
+18/03/2018,14.4,-26.42,-26.14,8.4,8.1,-21860.928,3.4
+19/03/2018,12.6,-26.41,-26.1,7.1,6.7,-22671.36,3.8
+20/03/2018,1.6,-26.39,-26.06,7.3,7.2,-23627.808,3.7
+21/03/2018,1.0,-26.53,-26.12,5,4.6,-25619.328,3.4
+22/03/2018,0.0,-26.34,-25.98,4.7,4.4,-24003.648,3.2
+23/03/2018,0.0,-26.27,-25.88,5.2,5.3,-25065.504,3.1
+24/03/2018,0.0,-26.39,-25.84,6,6.3,-26403.84,3.1
+25/03/2018,0.0,-26.27,-25.77,6.9,6.8,-25627.104,3
+26/03/2018,0.0,-26.24,-25.71,10,9.7,-25315.2,3
+27/03/2018,0.0,-25.98,-25.65,9.5,9.6,-25320.384,2.9
+28/03/2018,0.0,-25.86,-25.49,12,11.5,-24187.68,2.9
+29/03/2018,0.0,-25.99,-25.48,14.3,14.2,-27865.728,2.9
+30/03/2018,6.0,-25.89,-25.4,14.6,14.5,-26807.328,2.9
+31/03/2018,16.4,-25.92,-25.29,12.1,11.6,-27455.328,3
+01/04/2018,1.8,-25.71,-25.27,10.4,10.1,-24365.664,3.2
+02/04/2018,0.0,-25.53,-25.12,11.4,10.9,-24358.752,3.1
+03/04/2018,0.0,-25.65,-25.07,13.2,12.8,-25691.04,3
+04/04/2018,0.6,-25.57,-25.06,12.2,11.7,-26226.72,3
+05/04/2018,12.8,-25.61,-24.97,13.3,12.6,-27501.12,3.1
+06/04/2018,0.0,-25.64,-24.99,12.8,12.8,-28766.88,3.1
+07/04/2018,0.0,-25.71,-24.94,13.8,13.7,-29989.44,3
+08/04/2018,0.0,-25.65,-24.89,15.6,15.3,-30489.696,2.9
+09/04/2018,13.6,-25.34,-24.72,13,12.9,-26801.28,3.1
+10/04/2018,0.0,-25.26,-24.7,14.9,14.4,-26616.384,3.2
+11/04/2018,0.6,-25.08,-24.62,13.7,13.6,-26930.016,3
+12/04/2018,8.2,-25.02,-24.52,13.9,13.7,-25582.176,3
+13/04/2018,0.0,-25.04,-24.5,14.7,14.2,-26561.952,3
+14/04/2018,0.0,-25.14,-24.48,14.8,15.1,-27416.448,2.9
+15/04/2018,0.0,-24.95,-24.34,16.7,17.6,-26335.584,2.9
+16/04/2018,0.0,-24.82,-24.29,16.5,16.5,-26275.968,2.9
+17/04/2018,0.0,-25.23,-24.43,16.7,16,-29925.504,2.9
+18/04/2018,0.0,-24.99,-24.4,17.4,16.9,-27198.72,2.8
+19/04/2018,0.0,-24.99,-24.33,18.9,18,-28290.816,2.8
+20/04/2018,0.0,-24.98,-24.28,19.4,19.2,-29045.952,2.8
+21/04/2018,0.0,-24.94,-24.23,19.3,18.6,-29271.456,2.8
+22/04/2018,0.0,-24.98,-24.24,18.8,18.4,-29999.808,2.7
+23/04/2018,0.0,-25.03,-24.25,19.2,18.5,-30446.496,2.7
+24/04/2018,0.0,-25.05,-24.28,18.9,18,-30539.808,2.7
+25/04/2018,0.0,-24.8,-24.12,18.9,18,-27529.632,2.7
+26/04/2018,0.0,-24.88,-24.12,18.8,17.9,-29337.12,2.7
+27/04/2018,0.0,-24.78,-24.04,19.6,19.1,-28382.4,2.7
+28/04/2018,0.0,-24.81,-24.05,21,20.9,-29642.112,2.7
+29/04/2018,0.0,-24.67,-24,22,21.2,-28619.136,2.6
+30/04/2018,0.0,-24.7,-23.99,18.6,17.9,-28112.832,2.6
+01/05/2018,0.0,-24.34,-23.9,14,14.2,-26201.664,2.6
+02/05/2018,0.6,-24.38,-23.79,17.9,17.6,-27274.752,2.6
+03/05/2018,7.8,-24.31,-23.76,17.6,17,-27503.712,2.7
+04/05/2018,1.6,-24.46,-23.81,18.4,17.8,-28121.472,2.7
+05/05/2018,0.0,-24.44,-23.82,18.3,18.3,-28204.416,2.7
+06/05/2018,3.0,-24.3,-23.79,17.4,17.3,-25881.12,2.7
+07/05/2018,0.2,-24.31,-23.72,18.7,18.6,-27438.048,2.6
+08/05/2018,32.2,-24.28,-23.69,17.7,17.4,-27489.888,2.6
+09/05/2018,3.6,-24.13,-23.65,16,16,-26484.192,2.6
+10/05/2018,0.2,-24.64,-23.81,18.3,18,-31529.088,2.7
+11/05/2018,0.0,-24.59,-23.84,18.9,18.7,-32652.288,2.7
+12/05/2018,0.0,-24.44,-23.8,18.9,18.6,-30164.832,2.6
+13/05/2018,1.0,-24.18,-23.69,19,18.7,-27933.12,2.6
+14/05/2018,6.8,-24.13,-23.62,15.1,15,-27222.048,2.6
+15/05/2018,3.0,-23.83,-23.54,12.5,12.2,-24549.696,2.6
+16/05/2018,1.4,-24,-23.56,14,13.6,-26752.032,2.7
+17/05/2018,0.0,-23.93,-23.52,16.2,16,-26755.488,2.6
+18/05/2018,0.0,-23.95,-23.47,18,17.8,-27050.112,2.6
+19/05/2018,0.0,-24.17,-23.51,19,19.3,-28453.248,2.6
+20/05/2018,0.0,-24,-23.47,19.4,19.7,-26660.448,2.6
+21/05/2018,15.4,-24.11,-23.47,18.8,18.9,-27991.872,2.5
+22/05/2018,1.2,-24.02,-23.45,20.2,19,-27140.832,2.6
+23/05/2018,2.0,-23.8,-23.41,18.8,18.1,-26470.368,2.6
+24/05/2018,0.0,-23.73,-23.35,20.5,20.1,-25989.12,2.5
+25/05/2018,0.0,-23.8,-23.37,22.6,22.2,-28594.944,2.5
+26/05/2018,0.0,-23.79,-23.38,23.6,23,-27735.264,2.5
+27/05/2018,0.0,-23.75,-23.36,23.3,23.1,-27821.664,2.5
+28/05/2018,0.0,-23.77,-23.37,23.6,23,-26922.24,2.5
+29/05/2018,0.0,-23.74,-23.33,24.1,23.6,-27468.288,2.5
+30/05/2018,0.8,-23.82,-23.35,22.2,22,-28516.32,2.5
+31/05/2018,0.0,-23.73,-23.33,22.7,22.5,-27699.84,2.5
+01/06/2018,0.0,-23.88,-23.38,23.1,22.3,-29243.808,2.4
+02/06/2018,0.0,-23.92,-23.4,23,22.2,-29714.688,2.4
+03/06/2018,0.0,-23.92,-23.41,24.5,23.8,-29752.704,2.4
+04/06/2018,0.0,-23.93,-23.39,24.1,23.6,-29688.768,2.4
+05/06/2018,0.8,-23.94,-23.41,21.8,21.9,-29824.416,2.4
+06/06/2018,0.0,-24.05,-23.49,22.7,22.7,-30821.472,2.4
+07/06/2018,0.0,-24.08,-23.51,25.1,24.5,-31229.28,2.4
+08/06/2018,11.8,-23.85,-23.45,20.2,19.7,-28752.192,2.5
+09/06/2018,4.2,-23.75,-23.38,21.4,21,-27670.464,2.5
+10/06/2018,0.0,-23.68,-23.34,23.3,22.3,-27278.208,2.4
+11/06/2018,0.0,-23.86,-23.38,25.6,24.2,-30062.88,2.4
+12/06/2018,32.0,-23.96,-23.42,24.8,23.8,-30519.936,2.3
+13/06/2018,10.6,-23.75,-23.38,18.8,18.7,-27493.344,2.4
+14/06/2018,0.2,-23.58,-23.25,21.1,20.6,-25203.744,2.4
+15/06/2018,0.0,-23.61,-23.28,21.1,20.1,-26888.544,2.3
+16/06/2018,0.0,-23.64,-23.3,22.7,21.5,-27527.904,2.3
+17/06/2018,0.0,-23.65,-23.31,23.2,22.4,-27077.76,2.3
+18/06/2018,0.0,-23.86,-23.37,23.4,22.8,-29947.968,2.3
+19/06/2018,0.0,-23.88,-23.44,24.7,24.1,-30095.712,2.3
+20/06/2018,0.0,-23.92,-23.47,25.5,25.3,-29630.88,2.2
+21/06/2018,0.0,-23.99,-23.52,25.4,24.8,-29963.52,2.2
+22/06/2018,8.6,-24.07,-23.53,22.8,21.7,-30703.104,2.3
+23/06/2018,0.0,-23.86,-23.51,21.4,21.3,-28491.264,2.3
+24/06/2018,0.0,-23.77,-23.42,21.8,21.1,-26220.672,2.2
+25/06/2018,0.0,-23.78,-23.41,20.5,19.6,-27425.952,2.2
+26/06/2018,0.0,-23.79,-23.43,20.4,19.5,-27513.216,2.2
+27/06/2018,0.0,-23.96,-23.48,20.7,19.8,-28959.552,2.2
+28/06/2018,0.0,-24.06,-23.55,21.2,20.3,-30454.272,2.2
+29/06/2018,0.0,-24.03,-23.56,23.1,22,-30102.624,2.2
+30/06/2018,0.0,-24.05,-23.61,26.1,24.8,-30836.16,2.2
+01/07/2018,0.0,-24.26,-23.73,27.3,26.3,-33232.032,2.2
+02/07/2018,0.0,-24.32,-23.75,26.6,25.9,-32312.736,2.2
+03/07/2018,0.0,-24.5,-23.84,27.6,26.9,-33462.72,2.2
+04/07/2018,0.0,-24.64,-23.94,27.7,27.2,-33823.872,2.2
+05/07/2018,0.0,-24.72,-24.05,27.7,27,-28035.072,2.2
+06/07/2018,0.0,-24.85,-24.15,25.2,24.7,-34285.248,2.1
+07/07/2018,0.0,-24.7,-24.17,24,23.2,-30074.112,2.2
+08/07/2018,0.0,-24.48,-24.09,24.9,24.2,-27083.808,2.2
+09/07/2018,0.0,-24.69,-24.12,25.2,24.3,-30501.792,2.2
+10/07/2018,0.0,-24.76,-24.18,25.2,24.5,-30989.088,2.1
+11/07/2018,0.0,-24.76,-24.22,26.4,24.9,-31028.832,2.2
+12/07/2018,0.0,-24.78,-24.26,26.3,25.8,-30566.592,2.2
+13/07/2018,0.0,-24.91,-24.34,27.3,25.8,-31662.144,2.2
+14/07/2018,0.0,-24.88,-24.34,28.6,27.6,-29580.768,2.1
+15/07/2018,0.0,-24.87,-24.34,29.2,28.3,-31646.592,2.1
+16/07/2018,3.0,-24.96,-24.37,26.3,25.3,-31812.48,2
+17/07/2018,2.6,-25,-24.42,24.3,23.6,-31520.448,2.1
+18/07/2018,0.0,-24.86,-24.4,26.3,25.5,-29604.096,2.1
+19/07/2018,0.0,-24.97,-24.43,27.5,26.6,-30868.128,2.1
+20/07/2018,0.0,-24.99,-24.47,27.7,26.7,-30983.04,2.1
+21/07/2018,0.0,-25.06,-24.5,26.3,25,-31071.168,2.1
+22/07/2018,0.0,-25.1,-24.53,26.6,25.8,-30064.608,2.1
+23/07/2018,0.2,-25.14,-24.58,24.1,23.3,-30489.696,2.1
+24/07/2018,0.0,-25.12,-24.59,25.8,25,-30657.312,2.1
+25/07/2018,0.0,-25.2,-24.62,25.8,25.1,-31039.2,2.1
+26/07/2018,10.4,-25.32,-24.7,23.9,22.8,-31010.688,2.1
+27/07/2018,0.2,-25.27,-24.7,25.5,24.6,-30395.52,2.1
+28/07/2018,0.0,-25.31,-24.72,27.2,26.2,-31053.888,2.1
+29/07/2018,0.0,-25.3,-24.74,27.8,26.8,-29611.008,2.1
+30/07/2018,0.0,-25.43,-24.79,29.3,28.6,-31179.168,2.1
+31/07/2018,0.0,-25.49,-24.86,29.2,28.5,-31522.176,2
+01/08/2018,0.0,-25.56,-24.94,29.7,28.7,-31684.608,2
+02/08/2018,0.0,-25.69,-25,29.2,28.1,-33127.488,2
+03/08/2018,0.0,-25.95,-25.12,27.9,27.1,-25653.024,2
+04/08/2018,0.0,-25.91,-25.16,26.6,26.2,-34227.36,2
+05/08/2018,0.0,-25.59,-25.06,28.4,27.6,-30379.104,2
+06/08/2018,0.0,-25.55,-25,28.2,27.8,-32430.24,2
+07/08/2018,0.0,-25.55,-25.03,27.1,26.5,-32028.48,2
+08/08/2018,1.4,-25.64,-25.05,25.1,24.1,-32274.72,2.1
+09/08/2018,0.0,-25.44,-25.01,26.3,25.4,-28873.152,2.3
+10/08/2018,0.0,-25.54,-25.05,28.2,27,-30666.816,2.3
+11/08/2018,0.0,-25.68,-25.04,27.6,26.2,-30672,2.2
+12/08/2018,0.0,-25.46,-24.99,27.7,26.5,-28220.832,2.2
+13/08/2018,0.0,-25.39,-24.93,26.2,24.5,-28887.84,2.2
+14/08/2018,17.2,-25.1,-24.79,22.4,21.8,-26692.416,2.2
+15/08/2018,0.0,-24.76,-24.65,23.6,23.2,-24166.944,2.2
+16/08/2018,0.0,-25.08,-24.69,25.2,24.5,-28810.944,2.3
+17/08/2018,0.0,-25.31,-24.76,25.3,24.7,-31074.624,2.2
+18/08/2018,0.0,-25.41,-24.86,24.4,24,-32055.264,2.2
+19/08/2018,0.0,-25.2,-24.82,24,23.8,-29452.032,2.2
+20/08/2018,0.0,-25.42,-24.84,25.6,25.2,-31920.48,2.3
+21/08/2018,0.0,-25.48,-24.89,26.1,26,-32810.4,2.2
+22/08/2018,19.4,-25.5,-24.95,22,21.6,-32595.264,2.2
+23/08/2018,1.2,-25.42,-24.89,22.6,22.3,-31883.328,2.3
+24/08/2018,0.0,-25.38,-24.85,24.5,24,-30754.944,2.3
+25/08/2018,0.0,-25.43,-24.86,24.8,24.3,-32064.768,2.3
+26/08/2018,1.4,-25.38,-24.89,20.7,20,-30246.912,2.3
+27/08/2018,0.0,-25.2,-24.84,19.6,18.7,-28975.968,2.4
+28/08/2018,0.0,-25.21,-24.86,22,21.4,-29496.96,2.3
+29/08/2018,0.0,-25.34,-24.85,23.7,23.1,-30588.192,2.3
+30/08/2018,0.0,-25.43,-24.91,25,24,-31518.72,2.3
+31/08/2018,0.0,-25.47,-24.93,24.1,23.5,-31542.912,2.2
+01/09/2018,0.0,-25.31,-24.89,23.7,23.4,-29796.768,2.2
+02/09/2018,0.2,-25.26,-24.87,20.5,19.7,-28263.168,2.2
+03/09/2018,0.0,-25.39,-24.87,20.8,20.2,-30367.008,2.2
+04/09/2018,1.4,-25.53,-24.94,20.9,20.3,-31930.848,2.3
+05/09/2018,0.0,-25.56,-24.97,22.5,21.8,-32440.608,2.2
+06/09/2018,0.0,-25.54,-24.94,23.6,23,-31810.752,2.2
+07/09/2018,1.2,-25.51,-24.97,22.9,22.2,-31807.296,2.2
+08/09/2018,0.0,-25.53,-25.01,22.7,22.5,-31593.888,2.2
+09/09/2018,0.0,-25.53,-25.02,23.9,23.2,-31291.488,2.2
+10/09/2018,0.0,-25.57,-25.04,23.6,23.2,-31918.752,2.2
+11/09/2018,0.0,-25.61,-25.09,23.5,22.9,-31847.04,2.2
+12/09/2018,0.0,-25.81,-25.14,24.8,24,-31827.168,2.2
+13/09/2018,0.0,-25.67,-25.14,22.3,21.6,-30993.408,2.2
+14/09/2018,0.0,-25.65,-25.08,24.6,23.5,-31187.808,2.2
+15/09/2018,0.0,-25.93,-25.19,24.7,23.6,-31234.464,2.2
+16/09/2018,0.0,-25.78,-25.24,25.2,24.5,-30821.472,2.2
+17/09/2018,7.6,-25.74,-25.18,23,22.2,-31367.52,2.3
+18/09/2018,13.0,-25.78,-25.25,22.3,21.7,-29403.648,2.4
+19/09/2018,0.2,-25.9,-25.28,21.9,21.8,-29782.944,2.3
+20/09/2018,0.0,-25.65,-25.2,22.5,22.5,-27522.72,2.3
+21/09/2018,0.0,-25.7,-25.19,23.3,23.2,-30092.256,2.2
+22/09/2018,0.0,-25.92,-25.23,24.1,23.4,-30729.888,2.2
+23/09/2018,0.0,-25.8,-25.26,23.7,23.1,-30764.448,2.2
+24/09/2018,0.0,-25.68,-25.19,22.2,21.4,-30357.504,2.2
+25/09/2018,0.0,-25.78,-25.26,17.7,17.2,-29281.824,2.2
+26/09/2018,0.0,-25.78,-25.28,15,14.5,-30205.44,2.2
+27/09/2018,0.0,-25.82,-25.26,15.6,15.6,-31692.384,2.2
+28/09/2018,0.0,-25.98,-25.32,18.8,18.3,-32057.856,2.2
+29/09/2018,0.0,-26.06,-25.37,19,19.1,-31603.392,2.2
+30/09/2018,0.0,-26.09,-25.42,18.6,17.9,-31752.864,2.2
+01/10/2018,46.8,-25.95,-25.38,14.9,14.5,-30369.6,2.3
+02/10/2018,0.0,-26.03,-25.41,15.6,15.3,-29639.52,2.4
+03/10/2018,0.0,-26.13,-25.49,16.3,17.1,-32240.16,2.4
+04/10/2018,0.0,-26.2,-25.53,20.6,19.5,-32048.352,2.3
+05/10/2018,0.0,-26.18,-25.53,18.3,18.6,-31499.712,2.3
+06/10/2018,9.0,-26.19,-25.53,15.6,15.9,-31480.704,2.3
+07/10/2018,2.2,-26.19,-25.53,17.6,17,-31083.264,2.3
+08/10/2018,0.0,-26.23,-25.6,17.1,17.2,-31502.304,2.3
+09/10/2018,0.0,-26.21,-25.6,18.1,18.1,-30682.368,2.3
+10/10/2018,0.0,-26.25,-25.61,18.7,18.4,-30987.36,2.3
+11/10/2018,0.0,-26.1,-25.6,17.8,17.5,-29582.496,2.3
+12/10/2018,0.0,-26.11,-25.6,19,19.2,-29308.608,2.3
+13/10/2018,0.0,-26.28,-25.65,17,17.5,-31384.8,2.3
+14/10/2018,0.2,-26.24,-25.62,16.5,16.5,-30168.288,2.3
+15/10/2018,0.0,-26.24,-25.62,16.5,16.5,-29898.72,2.3
+16/10/2018,0.0,-26.13,-25.6,18.4,18.7,-28599.264,2.3
+17/10/2018,0.0,-26.08,-25.59,19.4,19.5,-29804.544,2.3
+18/10/2018,0.0,-26.05,-25.53,18.5,19.9,-31011.552,2.3
+19/10/2018,0.0,-26,-25.55,17.9,18.6,-30327.264,2.2
+20/10/2018,0.0,-26.1,-25.6,17.2,17.1,-31236.192,2.2
+21/10/2018,5.0,-26.05,-25.58,13.7,13.9,-30526.848,2.2
+22/10/2018,0.0,-26.07,-25.55,12.9,12.8,-30688.416,2.3
+23/10/2018,0.0,-25.97,-25.55,14.9,14.5,-30263.328,2.3
+24/10/2018,0.0,-25.96,-25.52,12.4,12.2,-30482.784,2.3
+25/10/2018,0.0,-26.06,-25.55,15.4,15.3,-30890.592,2.3
+26/10/2018,0.0,-25.99,-25.52,17.4,17.1,-29377.728,2.3
+27/10/2018,2.8,-25.87,-25.45,19.5,19.4,-29718.144,2.3
+28/10/2018,40.2,-25.8,-25.43,17.7,17.4,-28054.08,2.4
+29/10/2018,9.0,-25.82,-25.42,18.5,18.5,-29489.184,2.7
+30/10/2018,3.0,-25.87,-25.5,12.8,12.7,-28342.656,2.6
+31/10/2018,0.0,-25.88,-25.54,12.5,12.2,-28627.776,2.5
+01/11/2018,17.6,-25.71,-25.4,14.3,14.2,-25102.656,2.5
+02/11/2018,3.8,-25.69,-25.36,15.1,15.4,-26192.16,2.6
+03/11/2018,0.2,-25.78,-25.44,16.1,15.9,-27969.408,2.5
+04/11/2018,0.6,-25.82,-25.42,16.1,16.6,-27913.248,2.5
+05/11/2018,0.6,-25.78,-25.42,14.1,13.8,-27807.84,2.5
+06/11/2018,0.0,-25.89,-25.45,15,14.7,-28521.504,2.4
+07/11/2018,0.0,-25.85,-25.47,13.3,12.8,-28266.624,2.4
+08/11/2018,0.0,-25.91,-25.52,11.9,11.4,-29144.448,2.4
+09/11/2018,0.0,-25.91,-25.51,10,10.1,-29964.384,2.4
+10/11/2018,0.0,-26.03,-25.51,10,10.2,-29834.784,2.4
+11/11/2018,0.0,-25.9,-25.52,9.6,10.2,-27842.4,2.4
+12/11/2018,0.2,-25.97,-25.56,9,9.2,-28749.6,2.4
+13/11/2018,0.2,-26.03,-25.58,8.7,8.6,-29268,2.4
+14/11/2018,0.2,-26.16,-25.61,8.2,8.1,-31072.896,2.4
+15/11/2018,0.2,-26.2,-25.62,9.9,10.1,-30595.968,2.4
+16/11/2018,0.0,-26.28,-25.69,11.8,11.6,-28549.152,2.4
+17/11/2018,0.0,-26.31,-25.73,10.3,9.7,-30047.328,2.4
+18/11/2018,0.0,-26.27,-25.7,8.8,8.4,-29082.24,2.4
+19/11/2018,1.0,-26.17,-25.66,5.3,6.2,-27774.144,2.5
+20/11/2018,20.0,-26.27,-25.66,8.3,8.1,-28824.768,2.5
+21/11/2018,1.2,-26.36,-25.78,10.2,9.8,-30273.696,2.6
+22/11/2018,1.6,-26.33,-25.81,11.7,11.3,-28886.976,2.6
+23/11/2018,1.2,-26.32,-25.81,9.5,9.4,-28281.312,2.6
+24/11/2018,10.0,-26.25,-25.72,10.9,10.8,-27539.136,2.5
+25/11/2018,9.0,-26.26,-25.63,12.4,12.2,-28327.968,2.8
+26/11/2018,14.0,-26.29,-25.67,9.4,8.9,-30104.352,2.9
+27/11/2018,0.0,-26.41,-25.76,9.4,9.2,-28502.496,2.8
+28/11/2018,0.0,-26.66,-25.93,7.9,7.6,-30878.496,2.7
+29/11/2018,0.0,-26.52,-25.95,7.2,7.2,-30060.288,2.6
+30/11/2018,0.0,-26.51,-25.93,4.7,4.9,-30325.536,2.6
+01/12/2018,3.6,-26.37,-25.81,8.3,8.1,-26485.056,2.6
+02/12/2018,0.0,-26.41,-25.86,3.8,4.1,-27618.624,2.6
+03/12/2018,0.2,-26.34,-25.78,10.3,9.8,-26634.528,2.6
+04/12/2018,0.0,-26.59,-25.81,12.7,12.6,-29456.352,2.5
+05/12/2018,0.2,-26.8,-26.04,7.4,7.7,-32865.696,2.5
+06/12/2018,0.0,-26.8,-26.06,8.5,9,-32798.304,2.5
+07/12/2018,0.0,-26.57,-26.05,6.7,7.4,-29330.208,2.5
+08/12/2018,1.4,-26.39,-25.9,10.8,10.3,-25849.152,2.5
+09/12/2018,0.0,-26.37,-25.87,7,6.4,-25980.48,2.6
+10/12/2018,0.0,-26.46,-25.96,4.9,4.5,-28352.16,2.5
+11/12/2018,0.2,-26.46,-25.96,2.2,2.7,-26381.376,2.5
+12/12/2018,0.0,-26.53,-26.02,0.9,1.4,-27186.624,2.5
+13/12/2018,5.2,-26.46,-25.97,3.2,3.2,-27658.368,2.5
+14/12/2018,4.6,-26.54,-25.99,5.2,5,-28155.168,2.6
+15/12/2018,0.0,-26.53,-26.02,3.4,2.8,-28529.28,2.6
+16/12/2018,18.6,-26.56,-26.07,1.6,1.7,-28545.696,2.6
+17/12/2018,7.2,-26.48,-26.01,4.8,4.6,-27945.216,2.9
+18/12/2018,0.0,-26.83,-26.18,5.5,5.7,-30710.016,2.9
+19/12/2018,0.0,-26.64,-26.18,1.6,1.9,-29588.544,2.8
+20/12/2018,3.4,-26.57,-26.11,7.3,6.9,-28404,2.8
+21/12/2018,0.0,-26.7,-26.17,7.7,7.6,-29347.488,2.8
+22/12/2018,0.0,-26.63,-26.16,12,11.6,-29392.416,2.8
+23/12/2018,0.0,-26.56,-26.1,11.4,11.4,-27851.904,2.8
+24/12/2018,0.0,-26.73,-26.12,10.8,10.6,-29149.632,2.7
+25/12/2018,0.0,-26.57,-26.16,8.1,7.9,-24909.12,2.7
+26/12/2018,0.0,-26.54,-26.13,2.4,2.6,-24902.208,2.7
+27/12/2018,0.0,-26.66,-26.13,1.6,1.8,-27994.464,2.6
+28/12/2018,0.0,-26.68,-26.16,2.4,2.5,-28463.616,2.6
+29/12/2018,0.0,-26.67,-26.17,4.7,4.2,-29052,2.6
+30/12/2018,0.0,-26.84,-26.21,4,3.6,-29767.392,2.6
+31/12/2018,0.2,-26.89,-26.26,2.8,3,-30735.936,2.6
+01/01/2019,0.0,-26.66,-26.33,7.2,7.3,-27783.648,2.6
+02/01/2019,0.0,-26.58,-26.21,4.7,4.5,-30201.984,2.6
+03/01/2019,0.0,-26.86,-26.37,2,1.5,-30485.376,2.6
+04/01/2019,0.0,-26.83,-26.41,0,-0.3,-29814.912,2.5
+05/01/2019,0.0,-26.91,-26.39,0.2,0.2,-30827.52,2.5
+06/01/2019,0.0,-26.73,-26.36,1.3,1.6,-28928.448,2.5
+07/01/2019,0.0,-26.85,-26.43,-0.3,0.3,-30411.072,2.5
+08/01/2019,0.0,-26.78,-26.37,1.2,0.7,-29890.944,2.5
+09/01/2019,0.6,-26.71,-26.29,5.5,5.6,-30144.96,2.6
+10/01/2019,0.6,-26.74,-26.35,4,3.8,-29044.224,2.5
+11/01/2019,0.2,-26.87,-26.46,2.2,2.1,-29954.016,2.5
+12/01/2019,0.0,-26.94,-26.49,0.2,0.5,-30151.872,2.5
+13/01/2019,0.0,-26.89,-26.41,4.7,4.9,-29706.912,2.5
+14/01/2019,0.0,-26.8,-26.37,7,6.7,-29914.272,2.5
+15/01/2019,0.0,-26.78,-26.49,3,2.9,-27749.088,2.5
+16/01/2019,0.0,-27.14,-26.63,3.9,3.9,-30900.96,2.5
+17/01/2019,3.4,-26.86,-26.51,6.9,6.5,-27519.264,2.5
+18/01/2019,2.4,-26.89,-26.46,8.3,8.5,-27726.624,2.6
+19/01/2019,0.8,-26.96,-26.5,5.3,5.6,-28674.432,2.6
+20/01/2019,8.2,-26.8,-26.48,4.8,5.1,-27678.24,2.6
+21/01/2019,6.6,-26.88,-26.51,5.3,4.8,-28065.312,2.7
+22/01/2019,5.8,-26.78,-26.45,3.9,3.6,-26208.576,2.7
+23/01/2019,5.8,-26.74,-26.39,4.7,4.3,-27774.144,2.8
+24/01/2019,0.2,-26.83,-26.42,5.4,5.7,-27564.192,2.8
+25/01/2019,0.0,-26.83,-26.49,4.5,4.3,-26818.56,2.8
+26/01/2019,0.0,-26.87,-26.53,4.6,3.9,-27551.232,2.8
+27/01/2019,1.0,-26.84,-26.47,4.3,4.1,-27548.64,2.7
+28/01/2019,11.2,-26.69,-26.39,6.1,5.8,-25582.176,2.9
+29/01/2019,0.4,-26.81,-26.49,2.6,2.5,-26104.896,3.1
+30/01/2019,1.8,-26.75,-26.42,1.8,1.8,-25640.064,2.9
+31/01/2019,2.4,-26.8,-26.48,5.2,4.8,-27252.288,2.9
+01/02/2019,6.4,-26.75,-26.42,11.6,11.5,-25480.224,2.9
+02/02/2019,33.6,-26.74,-26.41,10.3,10.1,-26153.28,3.5
+03/02/2019,6.2,-26.79,-26.45,7.5,7.4,-26208.576,3.6
+04/02/2019,0.0,-27.03,-26.64,7.5,7.9,-28348.704,3.2
+05/02/2019,0.0,-26.88,-26.6,7.6,6.9,-26589.6,2.9
+06/02/2019,0.0,-26.79,-26.56,8.5,8,-25055.136,2.8
+07/02/2019,0.0,-26.55,-26.38,6,6.4,-25641.792,2.8
+08/02/2019,0.0,-26.52,-26.33,6.3,6.5,-26107.488,2.7
+09/02/2019,0.0,-26.56,-26.33,5.9,6,-26383.104,2.7
+10/02/2019,0.0,-26.46,-26.24,10.3,9.8,-25805.952,2.7
+11/02/2019,0.2,-26.49,-26.18,9.2,9.2,-26299.296,2.6
+12/02/2019,0.0,-26.48,-26.28,5.5,5.5,-24496.128,2.6
+13/02/2019,0.0,-26.5,-26.3,5.9,5.7,-21166.272,2.6
+14/02/2019,0.0,-26.52,-26.3,10,9.3,-28133.568,2.6
+15/02/2019,0.0,-26.45,-26.22,9.9,9.1,-25914.816,2.6
+16/02/2019,0.0,-26.56,-26.23,8.4,8.3,-28292.544,2.5
+17/02/2019,0.0,-26.42,-26.19,6,5.6,-25739.424,2.5
+18/02/2019,0.0,-26.41,-26.14,6,5.7,-26685.504,2.5
+19/02/2019,0.0,-26.33,-26.1,6.7,6.1,-25316.928,2.5
+20/02/2019,0.0,-26.37,-26.1,6.2,5.9,-26383.968,2.5
+21/02/2019,0.0,-26.49,-26.15,6.3,6,-28707.264,2.5
+22/02/2019,0.0,-26.47,-26.16,7.8,7.2,-28658.88,2.5
+23/02/2019,0.0,-26.4,-26.12,6,5.4,-26394.336,2.5
+24/02/2019,0.0,-26.36,-26.12,5.2,5,-25373.088,2.5
+25/02/2019,0.0,-26.28,-26.02,7.8,8.6,-24421.824,2.5
+26/02/2019,0.0,-26.27,-26.02,11.6,12,-26693.28,2.5
+27/02/2019,0.0,-26.21,-25.95,9.9,9.8,-24217.056,2.5
+28/02/2019,0.0,-26.23,-25.95,9.7,9.3,-25261.632,2.5
+01/03/2019,0.0,-26.13,-25.86,9.6,9.2,-23944.896,2.5
+02/03/2019,0.0,-26.21,-25.9,10.7,10.2,-26613.792,2.5
+03/03/2019,0.0,-26.18,-25.91,9.7,9.2,-24503.04,2.5
+04/03/2019,0.0,-26.13,-25.85,10.8,10.3,-24286.176,2.5
+05/03/2019,1.8,-26.12,-25.83,11.9,11.5,-25006.752,2.5
+06/03/2019,0.0,-26.21,-25.93,10.4,10.1,-26012.448,2.5
+07/03/2019,0.0,-26.11,-25.85,13.8,13.3,-24736.32,2.5
+08/03/2019,0.0,-26.19,-25.89,13.6,13.4,-27194.4,2.5
+09/03/2019,0.0,-26.24,-25.94,11.2,10.3,-26714.016,2.4
+10/03/2019,0.0,-26.18,-25.9,10.6,10.2,-26401.248,2.5
+11/03/2019,0.2,-26.06,-25.79,12.1,11.8,-25339.392,2.4
+12/03/2019,0.0,-26.15,-25.88,8.6,8.2,-25563.168,2.5
+13/03/2019,31.2,-26.13,-25.82,6.7,6.1,-26383.104,2.5
+14/03/2019,0.2,-26.32,-25.87,9.9,9.6,-29360.448,2.6
+15/03/2019,0.0,-26.11,-25.86,12,11.5,-27632.448,2.5
+16/03/2019,0.0,-26.1,-25.88,11.5,10.8,-26394.336,2.5
+17/03/2019,0.0,-25.94,-25.76,13.6,13.2,-24353.568,2.5
+18/03/2019,0.4,,,12.4,12.1,-23875.776,2.5
+19/03/2019,3.4,,,8.7,8.3,-23631.264,2.5
+20/03/2019,0.0,,,9.7,9.2,-25780.896,2.4
+21/03/2019,0.0,,,11.9,11.4,-25949.376,2.4
+22/03/2019,0.0,,,12.6,13.4,-26740.8,2.4
+23/03/2019,0.0,,,13.5,14.5,-25994.304,2.4
+24/03/2019,0.0,,,13.9,13.6,-26041.824,2.4
+25/03/2019,0.0,-25.96,-25.65,13.4,12.8,-26205.984,2.4
+26/03/2019,0.0,-25.85,-25.68,9.5,9.2,-25434.432,2.4
+27/03/2019,0.0,-25.89,-25.7,10.7,10.2,-25956.288,2.4
+28/03/2019,0.0,-26.1,-25.88,10.4,9.9,-27549.504,2.4
+29/03/2019,0.0,-25.96,-25.77,11.9,11.2,-25652.16,2.5
+30/03/2019,0.0,-25.96,-25.74,11,11,-26824.608,2.5
+31/03/2019,0.0,-25.85,-25.66,12.9,12.2,-25042.176,2.5
+01/04/2019,0.0,-25.89,-25.66,14,13.7,-25532.064,2.5
+02/04/2019,0.0,-25.76,-25.63,14.5,14.1,-25024.896,2.5
+03/04/2019,0.0,-25.85,-25.61,13.7,13,-24246.432,2.5
+04/04/2019,39.0,-25.52,-25.45,12.3,12,-21847.968,2.6
+05/04/2019,0.6,-25.68,-25.53,8.6,7.8,-23362.56,2.8
+06/04/2019,0.0,-25.74,-25.53,10.4,9.8,-24618.816,2.7
+07/04/2019,0.2,-25.65,-25.49,12.7,11.7,-23049.792,2.7
+08/04/2019,0.0,-25.74,-25.54,11.5,11.1,-24941.088,2.6
+09/04/2019,2.0,-25.72,-25.53,13.9,13.7,-24250.752,2.6
+10/04/2019,2.8,-25.65,-25.5,12.9,12.5,-23519.808,2.6
+11/04/2019,17.2,-25.76,-25.55,11.5,11.4,-25347.168,2.6
+12/04/2019,0.2,-25.7,-25.53,11.4,10.8,-23854.176,2.6
+13/04/2019,0.0,-25.85,-25.58,11.4,10.8,-25874.208,2.6
+14/04/2019,4.0,-25.65,-25.52,10.1,9.9,-23392.8,2.6
+15/04/2019,0.0,-25.56,-25.48,12,11.9,-23525.856,2.6
+16/04/2019,0.0,-25.62,-25.51,12.6,12.7,-23752.224,2.6
+17/04/2019,0.0,-25.69,-25.53,14.5,14.1,-23937.12,2.6
+18/04/2019,0.0,-25.87,-25.59,13.9,13.9,-26929.152,2.6
+19/04/2019,0.0,-25.84,-25.63,14.7,15.1,-25917.408,2.6
+20/04/2019,0.0,-25.85,-25.6,15,15.4,-26402.112,2.6
+21/04/2019,0.0,-25.62,-25.52,15.9,16.3,-23953.536,2.6
+22/04/2019,14.8,-25.36,-25.34,15.4,15.6,-21811.68,2.6
+23/04/2019,4.2,-25.61,-25.38,15.7,15.6,-23509.44,2.7
+24/04/2019,0.0,-25.52,-25.44,19.2,18.3,-23925.024,2.7
+25/04/2019,0.0,-25.67,-25.49,18.8,17.9,-23834.304,2.7
+26/04/2019,3.4,-25.68,-25.48,15.8,15.1,-24395.904,2.7
+27/04/2019,0.0,-25.71,-25.51,15.6,15.2,-25875.072,2.7
+28/04/2019,1.6,-25.6,-25.45,12.6,12.1,-23531.904,2.6
+29/04/2019,0.0,-25.62,-25.45,9.8,9.3,-24307.776,2.8
+30/04/2019,3.0,-25.61,-25.41,12,11.5,-23199.264,2.7
+01/05/2019,0.0,-25.48,-25.4,14.1,13.4,-22682.592,2.7
+02/05/2019,1.4,-25.65,-25.43,14.4,13.7,-25046.496,2.7
+03/05/2019,0.0,-25.61,-25.42,15.8,14.9,-25041.312,2.7
+04/05/2019,2.6,-25.57,-25.34,14.1,13.7,-24399.36,2.7
+05/05/2019,19.6,-25.5,-25.34,11,10.7,-23226.048,2.7
+06/05/2019,0.4,-25.46,-25.35,9.1,8.8,-22749.984,2.7
+07/05/2019,0.0,-25.6,-25.44,12.4,11.9,-24539.328,2.7
+08/05/2019,0.0,-25.67,-25.45,14.1,13.1,-25536.384,2.7
+09/05/2019,0.0,-26.03,-25.54,16,15.7,-25952.832,2.7
+10/05/2019,0.0,-26.14,-25.66,15.3,14,-23467.104,2.7
+11/05/2019,0.4,-26.27,-25.79,16.2,15.2,-25068.096,2.7
+12/05/2019,9.8,-26.02,-25.68,13.8,13.3,-21199.968,2.7
+13/05/2019,5.2,-26.06,-25.72,12.7,12.3,-22244.544,3.1
+14/05/2019,0.4,-25.97,-25.68,10.8,10.4,-22441.536,3.3
+15/05/2019,0.2,-25.97,-25.69,10.2,9.4,-24198.912,3.1
+16/05/2019,0.0,-25.78,-25.55,15.5,14.3,-23844.672,3
+17/05/2019,0.0,-25.78,-25.56,16.7,16,-24845.184,2.9
+18/05/2019,7.0,-25.38,-25.32,15.3,14.8,-19471.968,2.9
+19/05/2019,8.8,-25.02,-25.16,14,13.5,-16058.304,2.9
+20/05/2019,3.4,-25.35,-25.26,14.3,14,-20280.672,3.1
+21/05/2019,6.8,-25.48,-25.3,14.8,15.1,-21096.288,3
+22/05/2019,0.0,-25.39,-25.27,17.4,16.9,-21007.296,2.9
+23/05/2019,0.0,-25.6,-25.38,18.2,17.4,-23972.544,2.9
+24/05/2019,0.0,-25.42,-25.28,19.5,19,-22003.488,2.9
+25/05/2019,21.0,-25.47,-25.28,18.4,18,-22049.28,2.9
+26/05/2019,10.4,-25.15,-25.12,17.1,16.5,-18142.272,2.9
+27/05/2019,23.2,-25.29,-25.09,16.8,17.2,-18876.672,3
+28/05/2019,7.4,-25.35,-25.14,17.3,16.5,-21126.528,3.3
+29/05/2019,1.4,-25.29,-25.17,16.9,16.3,-21195.648,3.8
+30/05/2019,0.0,-25.37,-25.22,15.4,14.8,-20933.856,3.3
+31/05/2019,0.0,-25.36,-25.21,17.1,16.4,-22206.528,3.1
+01/06/2019,0.0,-25.45,-25.23,17.6,17.2,-23565.6,2.9
+02/06/2019,0.0,-25.28,-25.15,20.9,20.1,-21966.336,2.9
+03/06/2019,5.8,-25.35,-25.15,20.9,20.3,-23765.184,3
+04/06/2019,0.0,-25.52,-25.27,21.4,14.1,-26066.016,2.9
+05/06/2019,0.0,-25.39,-25.2,22.6,25.2,-25331.616,2.8
+06/06/2019,0.0,-25.56,-25.3,22.2,21.1,-27958.176,2.8
+07/06/2019,0.0,-25.49,-25.28,23.5,22.7,-25418.88,2.7
+08/06/2019,0.0,-25.55,-25.32,26.1,24.8,-26640.576,2.7
+09/06/2019,0.0,-25.59,-25.32,26.7,25.8,-27231.552,2.7
+10/06/2019,0.0,-25.58,-25.31,26.5,25.4,-28103.328,2.7
+11/06/2019,0.0,-25.55,-25.3,26.6,25.2,-27533.088,2.7
+12/06/2019,0.0,-25.65,-25.38,25.4,24.8,-28974.24,2.6
+13/06/2019,0.0,-25.76,-25.46,25,24,-29641.248,2.6
+14/06/2019,0.0,-25.7,-25.46,27.4,26.7,-27592.704,2.6
+15/06/2019,0.0,-25.68,-25.43,27,26,-27321.408,2.6
+16/06/2019,0.0,-25.59,-25.4,24.9,23.7,-23105.952,2.6
+17/06/2019,0.8,-25.62,-25.38,24.1,23,-25289.28,2.5
+18/06/2019,0.0,-25.52,-25.32,25.9,24.9,-25421.472,2.6
+19/06/2019,0.0,-25.62,-25.36,26.5,25.5,-26954.208,2.5
+20/06/2019,0.0,-25.65,-25.41,26,24.8,-27019.008,2.5
+21/06/2019,0.0,-25.71,-25.47,25.9,24.7,-26724.384,2.5
+22/06/2019,2.0,-25.67,-25.43,25.2,24.6,-24687.936,2.5
+23/06/2019,0.0,-25.51,-25.34,25.6,24.5,-21544.704,2.5
+24/06/2019,0.0,-25.7,-25.45,25.9,25.6,-26839.296,2.5
+25/06/2019,0.0,-25.73,-25.49,27.3,26.5,-27661.824,2.5
+26/06/2019,0.0,-25.77,-25.51,28.3,27,-27246.24,2.4
+27/06/2019,0.0,-25.75,-25.51,29.5,28.4,-27076.032,2.4
+28/06/2019,0.0,-25.89,-25.55,29.7,28.8,0,2.4
+29/06/2019,0.0,-26.07,-25.66,27.8,27.6,0,2.4
+30/06/2019,0.0,-26.03,-25.71,27.1,26.7,0,2.4
+01/07/2019,0.0,-26.12,-25.73,28.7,27.3,0,2.4
+02/07/2019,0.0,-26.08,-25.74,29.3,27.6,0,2.4
+03/07/2019,0.0,-26.47,-25.82,29.8,28.6,0,2.4
+04/07/2019,0.0,-26.7,-26,29,28.2,0,2.3
+05/07/2019,0.0,-26.71,-26.05,28.9,28,0,2.4
+06/07/2019,0.0,-26.74,-26.08,29.1,28.1,-28665.792,2.3
+07/07/2019,0.4,-26.63,-26.05,27.4,25.9,-24560.928,2.3
+08/07/2019,6.8,-26.62,-26.02,28.1,28,-26257.824,2.3
+09/07/2019,0.0,-26.58,-25.99,27.4,26.5,-28170.72,2.3
+10/07/2019,0.0,-26.42,-25.97,23.4,22.7,-28151.712,2.4
+11/07/2019,0.0,-26.38,-25.96,24.2,23.3,-27737.856,2.4
+12/07/2019,8.8,-26.56,-25.99,23.9,23.3,0,2.3
+13/07/2019,15.6,-26.13,-25.82,23,22.6,-24003.648,2.5
+14/07/2019,0.0,-25.98,-25.71,23.6,24,0,2.4
+15/07/2019,2.0,-25.94,-25.65,19.8,19.6,-21509.28,2.3
+16/07/2019,0.6,-25.87,-25.62,22.3,22.1,-24833.952,2.4
+17/07/2019,0.0,-26.16,-25.74,23.2,22.9,-26127.36,2.3
+18/07/2019,0.0,-26.52,-25.89,25.3,24.3,-30163.968,2.3
+19/07/2019,0.0,-26.42,-25.94,25.8,25.1,-29457.216,2.3
+20/07/2019,0.0,-26.41,-25.97,26.8,26.2,-28055.808,2.3
+21/07/2019,0.0,-26.39,-25.99,28.2,27.4,0,2.3
+22/07/2019,0.0,-26.47,-26.04,28.3,27,-30745.44,2.2
+23/07/2019,0.0,-26.59,-26.1,28.8,28.9,-31887.648,2.2
+24/07/2019,0.0,-26.64,-26.12,29.4,29.1,-28563.84,2.2
+25/07/2019,0.0,-26.91,-26.21,30.7,29.7,-27596.16,2.2
+26/07/2019,0.0,-26.92,-26.23,30.5,29.5,-27379.296,2.2
+27/07/2019,0.0,-26.89,-26.22,27,25.7,-25782.624,2.2
+28/07/2019,60.2,-26.13,-25.87,20.8,20.2,-18868.032,2.5
+29/07/2019,0.0,-26.19,-25.94,25.1,24.5,-23241.6,2.6
+30/07/2019,0.0,-26.05,-25.88,26,25.1,-23262.336,2.4
+31/07/2019,0.0,-26.14,-25.88,26.8,25.8,-25113.888,2.4
+01/08/2019,0.0,-26.68,-26.06,26.5,25.3,0,2.3
+02/08/2019,0.0,-26.48,-26.05,26.4,25.5,0,2.3
+03/08/2019,0.0,-26.32,-25.99,25.2,24.5,0,2.3
+04/08/2019,0.0,-26.34,-26,25.1,24.4,0,2.3
+05/08/2019,0.0,-26.4,-26.06,26.6,25.4,0,2.2
+06/08/2019,0.0,-26.89,-26.23,27.3,26.4,-26579.232,2.2
+07/08/2019,0.0,-26.87,-26.24,27.3,26.3,-28194.912,2.2
+08/08/2019,0.0,-26.88,-26.26,27,26.3,-26107.488,2.2
+09/08/2019,0.0,-26.9,-26.28,28.9,27.8,-29206.656,2.1
+10/08/2019,0.0,-26.99,-26.36,29.8,28.2,-31053.888,2.2
+11/08/2019,0.0,-26.94,-26.34,29.9,28.4,-27556.416,2.1
+12/08/2019,0.0,-27.02,-26.36,30,28.6,-34611.84,2.1
+13/08/2019,0.0,-27.14,-26.43,29.4,28.7,-33129.216,2.1
+14/08/2019,0.0,-27.09,-26.44,25,23.9,0,2.1
+15/08/2019,0.0,-26.56,-26.31,24.8,23.5,0,2.1
+16/08/2019,0.0,-26.6,-26.24,24.4,23.3,0,2.1
+17/08/2019,0.0,-26.59,-26.26,25.1,24,-27852.768,2.1
+18/08/2019,0.0,-26.61,-26.28,26.9,25.2,-28326.24,2.1
+19/08/2019,0.0,-26.67,-26.3,27.3,25.7,0,2.1
+20/08/2019,0.0,-27.01,-26.38,28.5,27.1,0,2.1
+21/08/2019,0.0,-27.16,-26.47,28.6,27.5,0,2.1
+22/08/2019,22.8,-27.11,-26.49,25.3,25.4,-29336.256,2.1
+23/08/2019,6.2,-26.59,-26.32,23.5,23.4,-25176.96,2.2
+24/08/2019,0.0,-26.47,-26.22,22.4,22.5,-25495.776,2.3
+25/08/2019,0.0,-26.49,-26.21,24,23.8,-25851.744,2.3
+26/08/2019,0.4,-26.49,-26.18,24.1,23.8,-26147.232,2.4
+27/08/2019,0.0,-26.59,-26.24,26,25.4,-28840.32,2.3
+28/08/2019,0.8,-26.59,-26.24,25.3,24.7,-26744.256,2.3
+29/08/2019,0.0,-26.51,-26.19,25.4,24.4,-26288.928,2.3
+30/08/2019,0.0,-26.54,-26.19,26.1,25.2,-27554.688,2.4
+31/08/2019,0.0,-26.61,-26.22,23.8,22.7,-28854.144,2.3
+01/09/2019,0.0,-26.37,-26.08,23.9,22.5,-23889.6,2.4
+02/09/2019,0.4,-26.58,-26.17,22.9,21.9,-28824.768,2.4
+03/09/2019,0.0,-26.66,-26.26,22,21.3,-29589.408,2.5
+04/09/2019,0.0,-26.57,-26.22,22.1,21.3,-27285.12,2.4
+05/09/2019,0.0,-26.57,-26.2,22.1,21,-28123.2,2.3
+06/09/2019,0.0,-26.61,-26.22,22,21.1,-28617.408,2.3
+07/09/2019,10.2,-26.61,-26.24,20.1,19.7,-27872.64,2.3
+08/09/2019,0.0,-26.59,-26.2,20.6,20.1,-27220.32,2.3
+09/09/2019,0.0,-26.94,-26.26,21.1,19.9,-27912.384,2.4
+10/09/2019,0.0,-27.04,-26.38,20.5,19.7,-29287.008,2.4
+11/09/2019,0.0,-26.97,-26.44,21.7,21.3,-27168.48,2.3
+12/09/2019,0.0,-26.97,-26.46,20.8,20.5,-27570.24,2.3
+13/09/2019,0.0,-27.18,-26.54,22.5,21.6,-27331.776,2.2
+14/09/2019,0.0,-27.23,-26.55,22.3,22.3,-28157.76,2.2
+15/09/2019,0.0,-26.98,-26.46,22.2,22.2,-26091.072,2.2
+16/09/2019,0.0,-27.16,-26.49,23,22.2,-27027.648,2.2
+17/09/2019,0.0,-27.11,-26.51,23.6,22.9,-24104.736,2.2
+18/09/2019,0.2,-27.15,-26.5,23.6,22.6,-26822.88,2.2
+19/09/2019,0.0,-27.25,-26.56,21.4,20.3,-28269.216,2.4
+20/09/2019,0.0,-27.3,-26.63,19.2,17.7,-29171.232,2.3
+21/09/2019,0.0,-27.29,-26.63,17.6,17.2,-28086.912,2.2
+22/09/2019,7.2,-27.07,-26.54,18,17.6,-23567.328,2.2
+23/09/2019,23.6,-27.11,-26.48,18.6,18.6,-25481.952,2.4
+24/09/2019,0.2,-27.16,-26.53,18.7,18.3,-25834.464,2.5
+25/09/2019,0.4,-27.21,-26.55,19,18.5,-27363.744,2.4
+26/09/2019,0.0,-27.22,-26.61,20.4,19.8,-26696.736,2.3
+27/09/2019,0.0,-27.17,-26.61,20.2,19.6,-25756.704,2.3
+28/09/2019,0.0,-27.22,-26.62,21.4,20.7,-26775.36,2.3
+29/09/2019,0.0,-27.14,-26.58,21.7,21.5,-24563.52,2.3
+30/09/2019,0.0,-27.18,-26.58,21.7,21,-26358.912,2.2
+01/10/2019,0.0,-27.15,-26.57,21.8,21.8,-25024.032,2.2
+02/10/2019,23.0,-27.21,-26.56,17.8,17.7,-27053.568,2.3
+03/10/2019,10.4,-27.18,-26.58,13.4,13.1,-23983.776,2.4
+04/10/2019,0.0,-27.26,-26.63,14,13.4,-26006.4,2.4
+05/10/2019,0.0,-27.26,-26.62,17,16,-26519.616,2.3
+06/10/2019,0.0,-27.18,-26.61,18.1,16.5,-24223.104,2.3
+07/10/2019,0.0,-27.17,-26.59,16.1,15.7,-25403.328,2.3
+08/10/2019,0.0,-27.36,-26.71,16.7,15.8,-27521.856,2.4
+09/10/2019,0.0,-27.39,-26.75,16.2,16.1,-28289.088,2.3
+10/10/2019,0.0,-27.36,-26.75,20.3,20,-28288.224,2.3
+11/10/2019,0.0,-27.44,-26.81,17.6,17.7,-28768.608,2.3
+12/10/2019,0.0,-27.46,-26.84,17,16.7,-29178.144,2.3
+13/10/2019,0.0,-27.39,-26.79,18.6,16.8,-25943.328,2.3
+14/10/2019,0.0,-27.38,-26.78,16.4,15.9,-25930.368,2.3
+15/10/2019,0.6,-27.36,-26.74,17.7,17.6,-26517.888,2.3
+16/10/2019,0.0,-27.3,-26.73,17.5,17,-25616.736,2.3
+17/10/2019,0.0,-27.42,-26.79,14.7,13.9,-27391.392,2.3
+18/10/2019,0.0,-27.51,-26.84,15,14.4,-28823.04,2.3
+19/10/2019,0.0,-27.46,-26.81,17.2,16.1,-27007.776,2.3
+20/10/2019,0.0,-27.46,-26.81,17.3,17.3,-26077.248,2.3
+21/10/2019,0.0,-27.43,-26.82,19.4,18.6,-25813.728,2.3
+22/10/2019,0.0,-27.5,-26.84,17.8,17.6,-27737.856,2.3
+23/10/2019,0.0,-27.42,-26.81,17.3,17,-25537.248,2.3
+24/10/2019,0.0,-27.43,-26.8,16.1,16,-25827.552,2.3
+25/10/2019,1.2,-27.37,-26.79,19.5,18.2,-25167.456,2.3
+26/10/2019,0.0,-27.48,-26.85,17.1,17.8,-26495.424,2.3
+27/10/2019,0.0,-27.24,-26.78,14.8,14.8,-24875.424,2.3
+28/10/2019,0.0,-27.21,-26.76,14.5,13.7,-25132.896,2.3
+29/10/2019,0.4,-27.16,-26.73,11.6,13.7,-26279.424,2.3
+30/10/2019,7.6,-27.24,-26.78,17.8,15.5,-24893.568,2.3
+31/10/2019,2.6,-27.25,-26.77,14.9,15.3,-25411.968,2.3
+01/11/2019,0.1,-27.24,-26.76,15.5,15,-24555.744,2.3
+02/11/2019,6.5,-27.22,-26.72,16.5,14.9,-25104.384,2.4
+03/11/2019,0.2,-27.19,-26.68,10,16.9,-25803.36,2.5
+04/11/2019,0.2,-27.18,-26.71,17,15.5,-24555.744,2.6
+05/11/2019,25.2,-27.16,-26.69,17.4,16.7,-24093.504,2.7
+06/11/2019,2.6,-27.02,-26.65,12.1,12.7,-22667.904,3
+07/11/2019,1.0,-27.13,-26.72,11.8,11.4,-26157.6,2.9
+08/11/2019,17.2,-26.92,-26.64,10.6,10.4,-26477.28,2.8
+09/11/2019,3.4,-27.02,-26.69,10.5,10.7,-28224.288,2.8
+10/11/2019,0.6,-27,-26.69,10.7,11.2,-28812.672,2.7
+11/11/2019,4.6,-27.02,-26.68,11.3,11.5,-27785.376,2.7
+12/11/2019,11.2,-26.91,-26.54,11.3,11.9,-27956.448,2.6
+13/11/2019,0.6,-26.91,-26.6,11.6,11.2,-27241.92,2.8
+14/11/2019,0.0,-26.93,-26.58,11.2,11.1,-26731.296,2.8
+15/11/2019,19.0,-26.72,-26.46,13.2,13.1,-24603.264,2.9
+16/11/2019,16.0,-26.83,-26.51,11.9,12,-27721.44,3.2
+17/11/2019,19.0,-26.69,-26.45,10.8,11,-25211.52,3.3
+18/11/2019,0.2,-26.91,-26.55,10.8,10.3,-27945.216,3.2
+19/11/2019,0.6,-26.88,-26.61,11.2,10.8,-26786.592,2.9
+20/11/2019,1.8,-26.69,-26.49,10.4,10.2,-24605.856,2.8
+21/11/2019,0.0,-26.82,-26.55,10.5,10.3,-27922.752,2.7
+22/11/2019,0.0,-26.96,-26.58,9.9,9.9,-28790.208,2.7
+23/11/2019,0.0,-26.86,-26.54,12.4,12.3,-29266.272,2.7
+24/11/2019,1.6,-26.76,-26.45,13.2,13.3,-26462.592,2.6
+25/11/2019,0.0,-26.74,-26.45,14.4,14.4,-27758.592,2.7
+26/11/2019,0.0,-26.8,-26.52,9.7,9.7,-28071.36,2.7
+27/11/2019,8.6,-26.86,-26.49,12,11.6,-28931.904,2.7
+28/11/2019,7.2,-26.85,-26.5,12.6,12.3,-28653.696,2.7
+29/11/2019,0.8,-26.79,-26.52,5,11.3,-28194.912,2.7
+30/11/2019,0.2,-26.88,-26.56,9.6,9.6,-28791.072,2.7
+01/12/2019,0.0,-26.84,-26.55,8.2,8.4,-29077.056,2.7
+02/12/2019,14.6,-26.74,-26.46,13.4,12.8,-27002.592,2.7
+03/12/2019,0.0,-26.71,-26.45,0,9.5,-25079.328,3.1
+04/12/2019,0.0,-26.74,-26.43,6.3,6.8,-25418.016,2.9
+05/12/2019,0.0,-26.61,-26.38,4.6,5.8,-23963.04,2.8
+06/12/2019,2.4,-26.64,-26.35,8.1,8,-24610.176,2.7
+07/12/2019,0.0,-26.54,-26.31,10.5,10.3,-24778.656,2.7
+08/12/2019,0.2,-26.45,-26.22,11.2,11.4,-23362.56,2.7
+09/12/2019,0.2,-26.46,-26.18,11.5,10.8,-25253.856,2.7
+10/12/2019,0.0,-26.45,-26.18,8.3,8.7,-23547.456,2.7
+11/12/2019,0.0,-26.47,-26.18,6.2,5.6,-24050.304,2.6
+12/12/2019,1.8,-26.34,-26.08,2.2,2.2,-23502.528,2.6
+13/12/2019,3.8,-26.25,-25.95,5.7,5.6,-22553.856,2.8
+14/12/2019,0.2,-26.44,-26.09,4.8,4.9,-24326.784,3
+15/12/2019,0.0,-26.44,-26.18,10.1,10,-24719.04,2.8
+16/12/2019,0.0,-26.43,-26.15,11.2,10.8,-24541.056,2.8
+17/12/2019,0.0,-26.48,-26.16,9.8,9.8,-25216.704,2.7
+18/12/2019,0.0,-26.32,-26.06,9.4,9.5,-22468.32,2.7
+19/12/2019,4.2,-26.12,-25.94,8,8.3,-20562.336,2.7
+20/12/2019,3.8,-26.17,-25.92,9.8,9.9,-23150.016,2.7
+21/12/2019,14.6,-26.26,-25.84,13.7,13.5,-24000.192,3.2
+22/12/2019,11.2,-26.32,-25.86,12.5,12.4,-25946.784,3.7
+23/12/2019,0.0,-26.25,-25.97,9.8,9.7,-23643.36,3.7
+24/12/2019,0.0,-26.27,-26.01,5.1,5.3,-24229.152,3.3
+25/12/2019,0.0,-25.82,-25.82,7.7,7.8,-19340.64,2.9
+26/12/2019,0.0,-25.85,-25.75,3.5,3.9,-20043.072,2.8
+27/12/2019,0.0,-26.14,-25.85,4.4,5.1,-22858.848,2.8
+28/12/2019,0.0,-26.17,-25.89,6.3,6.5,-23588.928,2.8
+29/12/2019,0.0,-25.98,-25.82,0,5.3,-22643.712,2.7
+30/12/2019,0.0,-26.2,-25.87,4.9,4.9,-24729.408,2.7
+31/12/2019,0.0,-26.23,-25.87,2.3,2.6,-25060.32,2.7
+01/01/2020,0.0,-25.99,-25.79,2,2.3,-22939.2,2.6
+02/01/2020,0.0,-25.96,-25.73,2.2,2.9,-23076.576,2.6
+03/01/2020,0.0,-26.02,-25.73,3.5,3.7,-23459.328,2.6
+04/01/2020,0.0,-25.97,-25.68,6.5,6.5,-24609.312,2.6
+05/01/2020,0.2,-25.96,-25.71,5.4,5.6,-23187.168,2.6
+06/01/2020,0.0,-25.75,-25.62,5,4.6,-21777.984,2.6
+07/01/2020,0.0,-25.89,-25.63,1.4,2.2,-23864.544,2.6
+08/01/2020,0.0,-25.91,-25.63,7.4,7.6,-24133.248,2.5
+09/01/2020,0.0,-26.17,-25.71,1.8,2,-27594.432,2.5
+10/01/2020,0.0,-26.11,-25.7,2.4,2.6,-26441.856,2.5
+11/01/2020,0.0,-26.04,-25.68,3.9,4,-25925.184,2.5
+12/01/2020,0.0,-26,-25.65,4.7,6.5,-25564.032,2.5
+13/01/2020,0.0,-26,-25.63,2.2,2.6,-25920,2.5
+14/01/2020,0.0,-25.95,-25.63,3.8,4.1,-26207.712,2.5
+15/01/2020,0.0,-26.03,-25.62,6.1,5.7,-27690.336,2.5
+16/01/2020,0.0,-25.81,-25.56,2,2.6,-26809.92,2.5
+17/01/2020,0.2,-25.84,-25.54,2.1,2.4,-29122.848,2.5
+18/01/2020,5.8,-25.86,-25.48,7.7,7.5,-29462.4,2.5
+19/01/2020,0.2,-25.75,-25.48,8.1,7.6,-29297.376,2.5
+20/01/2020,0.0,-25.94,-25.6,7.5,7.3,-30875.904,2.5
+21/01/2020,0.0,-25.83,-25.58,6.3,7,-27600.48,2.4
+22/01/2020,0.0,-25.91,-25.55,4.3,4.3,-30528.576,2.4
+23/01/2020,0.0,-25.74,-25.5,3,3.3,-29917.728,2.4
+24/01/2020,0.0,-25.68,-25.45,4,4.5,-28872.288,2.4
+25/01/2020,8.8,-25.62,-25.37,8.9,8.7,-27367.2,2.5
+26/01/2020,0.0,-25.96,-25.54,7.2,7.8,-31781.376,2.5
+27/01/2020,0.0,-25.72,-25.46,8.2,8.2,-29249.856,2.5
+28/01/2020,0.0,-25.62,-25.31,11.4,11,-28341.792,2.5
+29/01/2020,0.0,-25.59,-25.31,10.8,10.7,-28537.92,2.5
+30/01/2020,0.0,-25.97,-25.43,10,9.6,-29805.408,2.4
+31/01/2020,0.2,-25.75,-25.45,11,10.9,-30332.448,2.5
+01/02/2020,0.0,-25.63,-25.36,11.8,11.5,-29003.616,2.5
+02/02/2020,0.0,-25.66,-25.39,13.4,13.2,-29735.424,2.4
+03/02/2020,0.0,-25.54,-25.32,13.1,12.6,-28641.6,2.4
+04/02/2020,1.6,-25.74,-25.31,10.5,10.4,-30734.208,2.4
+05/02/2020,0.4,-25.7,-25.43,6.1,6.2,-28298.592,2.4
+06/02/2020,0.0,-25.59,-25.42,6.5,5.9,-27106.272,2.4
+07/02/2020,0.0,-25.67,-25.42,2.9,2.5,-29257.632,2.4
+08/02/2020,0.0,-25.64,-25.4,3.7,3.4,-28269.216,2.4
+09/02/2020,0.0,-25.59,-25.37,6.2,6.1,-28430.784,2.4
+10/02/2020,0.0,-25.42,-25.24,11.7,11.6,-27240.192,2.5
+11/02/2020,0.0,-25.43,-25.22,13.8,13.8,-27520.128,2.4
+12/02/2020,0.0,-25.56,-25.26,10.5,10.4,-28256.256,2.4
+13/02/2020,0.0,-25.52,-25.29,8.2,7.9,-27879.552,2.4
+14/02/2020,8.4,-25.52,-25.21,11.3,11.1,-27908.928,2.5
+15/02/2020,0.0,-25.63,-25.34,7.5,7.5,-29349.216,2.5
+16/02/2020,0.0,-25.56,-25.33,7.4,7.1,-28388.448,2.4
+17/02/2020,0.0,-25.42,-25.23,8,7.8,-26656.128,2.4
+18/02/2020,0.0,-25.32,-25.15,10.3,9.7,-26710.56,2.4
+19/02/2020,0.0,-25.38,-25.16,8.8,8.5,-27841.536,2.4
+20/02/2020,0.0,-25.45,-25.19,7.9,7.5,-27275.616,2.4
+21/02/2020,0.0,-25.5,-25.19,6.3,6.4,-28172.448,2.4
+22/02/2020,0.0,-25.53,-25.26,8.3,8.4,-29072.736,2.4
+23/02/2020,0.0,-25.41,-25.22,8.2,7.8,-27829.44,2.4
+24/02/2020,0.0,-25.42,-25.14,10.1,9.5,-28467.072,2.4
+25/02/2020,0.0,-25.42,-25.1,13,12.8,-28089.504,2.4
+26/02/2020,2.8,-25.41,-25.07,10.5,10.4,-28654.56,2.4
+27/02/2020,0.2,-25.45,-25.17,7.5,7.1,-29053.728,2.4
+28/02/2020,5.2,-25.52,-25.17,10.1,9.7,-28562.112,2.5
+29/02/2020,0.0,-25.54,-25.23,7.1,6.9,-29863.296,2.5
+01/03/2020,12.2,-25.32,-25.07,11.4,11.1,-26955.072,2.5
+02/03/2020,13.4,-25.38,-25.07,11.4,11.4,-27576.288,2.8
+03/03/2020,9.4,-25.29,-24.98,9.2,9.3,-27838.08,3.2
+04/03/2020,1.0,-25.37,-25.07,6.6,6.6,-28987.2,3.2
+05/03/2020,0.2,-25.39,-25.06,7.4,7.3,-28837.728,2.9
+06/03/2020,29.4,-25.27,-24.96,10.7,10.6,-27940.896,3.1
+07/03/2020,0.6,-25.42,-25.06,8.5,8.3,-29584.224,3.1
+08/03/2020,0.0,-25.41,-25.12,8.7,8.5,-28822.176,2.9
+09/03/2020,0.0,-25.38,-25.04,7.3,7.1,-28701.216,2.8
+10/03/2020,0.0,-25.4,-25.13,10.2,9.3,-28890.432,2.8
+11/03/2020,0.0,-25.39,-25.14,11.2,10.4,-28323.648,2.7
+12/03/2020,0.0,-25.15,-25.07,10.8,10.3,-26349.408,2.7
+13/03/2020,0.0,-25.07,-24.93,11,10.9,-26373.6,2.7
+14/03/2020,0.0,-25.28,-25,11.8,11.3,-26517.024,2.6
+15/03/2020,0.0,-25.27,-25.04,11.1,10.6,-27298.08,2.6
+16/03/2020,0.0,-25.26,-25.08,9.8,10,-28016.064,2.6
+17/03/2020,0.0,-25.25,-25.04,10.6,11,-26082.432,2.6
+18/03/2020,0.0,-25.14,-24.98,10.9,11,-26409.024,2.6
+19/03/2020,0.0,-25.03,-24.93,12.8,12.8,-26656.128,2.6
+20/03/2020,0.0,-25.29,-24.99,13.1,12.6,-27409.536,2.5
+21/03/2020,0.0,-25.17,-24.88,13.2,12.8,-26306.208,2.5
+22/03/2020,0.0,-25.06,-24.9,11.9,11.6,-26604.288,2.5
+23/03/2020,0.0,-25.09,-24.95,5.2,4.7,-25949.376,2.5
+24/03/2020,1.2,-24.81,-24.79,2.8,2.4,-23393.664,2.5
+25/03/2020,2.4,-24.64,-24.66,3.6,2.9,-23150.88,2.5
+26/03/2020,0.0,-24.62,-24.62,7.2,6.7,-23510.304,2.5
+27/03/2020,0.0,-24.81,-24.67,10.6,10,-24760.512,2.8
+28/03/2020,0.0,-24.81,-24.79,12.3,11.8,-25966.656,2.9
+29/03/2020,0.0,,,11.8,11.6,-27457.056,2.8
+30/03/2020,0.0,,,12.1,11.7,-26574.048,2.7
+31/03/2020,0.4,,,7.3,6.8,-23040.288,2.7
+01/04/2020,0.0,,,6,5.3,-23087.808,2.6
+02/04/2020,0.0,-25.12,-24.72,7,7.2,-26639.712,2.6
+03/04/2020,0.0,-25.04,-24.74,8.9,8.4,-27245.376,2.6
+04/04/2020,0.0,-25.14,-24.79,12.2,11.8,-27173.664,2.6
+05/04/2020,0.0,-25.15,-24.85,13.4,12.8,-27168.48,2.5
+06/04/2020,0.0,-25.24,-24.88,13.7,13.4,-27765.504,2.5
+07/04/2020,0.0,-25.17,-24.87,13.2,13.4,-26318.304,2.5
+08/04/2020,0.0,-25.14,-24.83,13.6,13.5,-26587.872,2.5
+09/04/2020,0.0,-25.24,-24.86,13,12.8,-28115.424,2.5
+10/04/2020,0.0,-25.32,-24.88,14.4,13.8,-27852.768,2.5
+11/04/2020,0.0,-25.39,-24.93,15.7,14.8,-28697.76,2.5
+12/04/2020,0.0,-25.35,-24.96,16,15,-28938.816,2.5
+13/04/2020,0.0,-25.24,-24.89,15.6,14.8,-26549.856,2.5
+14/04/2020,0.0,-24.99,-24.77,13.5,12.8,-24944.544,2.5
+15/04/2020,0.0,-25.31,-24.91,11.4,10.6,-24479.712,2.4
+16/04/2020,0.0,-25.24,-24.87,12.7,12.2,-20716.128,2.4
+17/04/2020,0.0,-25.32,-24.9,15.1,14.2,-21868.704,2.4
+18/04/2020,0.0,-25.35,-24.92,16.9,16.7,-22259.232,2.4
+19/04/2020,0.0,-25.35,-24.9,18.2,17.6,-22689.504,2.4
+20/04/2020,16.8,-25.06,-24.8,15.5,15,-21678.624,2.5
+21/04/2020,1.2,-24.81,-24.64,13.7,13,-19958.4,2.5
+22/04/2020,2.0,-24.77,-24.64,13.3,12.6,-20500.992,2.5
+23/04/2020,0.0,-24.97,-24.68,15.5,14.9,-21428.928,2.4
+24/04/2020,0.0,-25.09,-24.73,14.7,14.4,-23786.784,2.4
+25/04/2020,0.0,-25.1,-24.75,15.9,15.3,-24458.112,2.4
+26/04/2020,0.0,-25.11,-24.77,16,15.6,-25655.616,2.4
+27/04/2020,0.0,-25.14,-24.81,16.8,16.3,-25718.688,2.4
+28/04/2020,18.2,-25.01,-24.75,14.7,13.9,-22009.536,2.4
+29/04/2020,3.4,-24.96,-24.68,17,16.6,-22358.592,2.8
+30/04/2020,0.0,-25.03,-24.7,16.9,16.7,-22384.512,2.9
+01/05/2020,0.0,-24.99,-24.67,17.7,17.3,-22184.928,2.7
+02/05/2020,0.6,-25,-24.65,18.4,18,-22110.624,2.6
+03/05/2020,0.0,-25.05,-24.7,17.5,16.7,-23290.848,2.6
+04/05/2020,0.0,-25.11,-24.77,17.1,17.1,-25717.824,2.5
+05/05/2020,0.0,-25.08,-24.77,17.8,17.4,-24194.592,2.5
+06/05/2020,0.0,-24.97,-24.68,17.7,16.4,-22965.984,2.5
+07/05/2020,0.0,-25.06,-24.76,17.6,16.5,-24349.248,2.5
+08/05/2020,0.0,-25.02,-24.74,17.6,17.1,-23690.016,2.5
+09/05/2020,0.0,-25.14,-24.78,18.5,17.9,-25353.216,2.5
+10/05/2020,0.0,-25.02,-24.72,20,19.3,-23385.888,2.4
+11/05/2020,0.0,-24.97,-24.67,19.9,19.2,-24053.76,2.4
+12/05/2020,0.6,-24.93,-24.67,19.5,19.1,-21586.176,2.4
+13/05/2020,0.0,-24.95,-24.66,20.6,20,-22310.208,2.5
+14/05/2020,0.0,-25.06,-24.68,23.4,22.5,-22894.272,2.4
+15/05/2020,0.0,-25.05,-24.73,19.9,19.6,-23233.824,2.4
+16/05/2020,0.8,-25.02,-24.72,17.4,17.5,-22360.32,2.4
+17/05/2020,0.0,-24.9,-24.66,23.5,23.4,-21607.776,2.4
+18/05/2020,0.0,-24.99,-24.68,19.9,19.9,-23195.808,2.4
+19/05/2020,10.8,-24.93,-24.65,20.6,20.4,-22284.288,2.4
+20/05/2020,10.6,-24.77,-24.58,16.1,15.7,-19410.624,2.6
+21/05/2020,0.0,-25.04,-24.72,19,18.4,-25564.032,2.7
+22/05/2020,0.0,-24.82,-24.68,20.2,19.2,-23598.432,2.5
+23/05/2020,0.0,-25.1,-24.77,22.1,21.3,-27059.616,2.5
+24/05/2020,0.0,-25.12,-24.78,21.2,20.2,-26885.088,2.4
+25/05/2020,0.0,-25.18,-24.8,20.2,19.9,-28784.16,2.4
+26/05/2020,0.0,-25.25,-24.86,17.6,17.5,-27560.736,2.4
+27/05/2020,0.0,-25.28,-24.89,17.4,17,-27964.224,2.4
+28/05/2020,0.0,-25.26,-24.86,17.2,16.4,-27740.448,2.4
+29/05/2020,22.0,-24.77,-24.66,13.2,12.7,-22097.664,2.4
+30/05/2020,0.2,-24.87,-24.6,15.9,15.1,-24740.64,2.5
+31/05/2020,0.0,-24.9,-24.66,16.7,16.6,-25050.816,2.4
+01/06/2020,0.0,-25.01,-24.7,18,17.7,-25880.256,2.4
+02/06/2020,0.0,-24.98,-24.69,19.6,19.6,-26415.072,2.4
+03/06/2020,2.4,-25.05,-24.71,19.9,19.3,-27212.544,2.4
+04/06/2020,2.0,-24.92,-24.61,19.2,18.6,-24296.544,2.4
+05/06/2020,14.4,-24.91,-24.58,17.3,17.1,-25828.416,2.6
+06/06/2020,0.2,-25.01,-24.67,20.1,19.7,-25515.648,2.5
+07/06/2020,0.6,-24.83,-24.61,20.8,20,-24317.28,2.4
+08/06/2020,19.8,-24.93,-24.62,17.8,17.6,-23680.512,2.9
+09/06/2020,1.2,-25.12,-24.71,18.4,17.9,-25068.96,2.9
+10/06/2020,8.0,-24.94,-24.67,17.9,17.1,-23262.336,2.7
+11/06/2020,4.0,-25.28,-24.76,17.1,16.8,-26930.88,2.8
+12/06/2020,0.0,-25.22,-24.81,19.3,18.8,-28296.864,2.7
+13/06/2020,0.0,-25.2,-24.79,20.7,20.2,-27559.872,2.6
+14/06/2020,10.0,-24.99,-24.71,17.8,17.3,-25834.464,2.8
+15/06/2020,4.2,-25.13,-24.69,18,17.8,,2.9
+16/06/2020,1.6,-25.33,-24.77,20.5,19.9,-28353.024,2.8
+17/06/2020,0.2,-25.04,-24.73,21,20.6,-26180.064,2.8
+18/06/2020,0.0,-24.99,-24.72,21,20.7,-26422.848,2.7
+19/06/2020,0.8,-25.19,-24.74,21.8,21,-26962.848,2.7
+20/06/2020,0.0,-25.41,-24.8,20.8,19.8,-29633.472,2.6
+21/06/2020,0.6,-25.36,-24.82,19.6,18.9,-27689.472,2.6
+22/06/2020,0.0,-25.34,-24.83,22.7,22.3,-27432.864,2.6
+23/06/2020,0.0,-25.42,-24.88,23.5,22.9,-28360.8,2.5
+24/06/2020,0.0,-25.67,-24.97,24.2,23.9,-29708.64,2.5
+25/06/2020,0.0,-25.75,-25.07,25.3,23.8,-30923.424,2.5
+26/06/2020,0.0,-25.68,-25.07,25.7,24.5,-29930.688,2.5
+27/06/2020,0.0,-25.8,-25.11,26.2,25,-31332.96,2.4
+28/06/2020,0.0,-25.8,-25.19,26.9,25.7,-32120.928,2.4
+29/06/2020,0.0,-25.78,-25.18,26.9,26,-30602.88,2.4
+30/06/2020,0.0,-25.91,-25.25,27.3,26.5,-31878.144,2.4
diff --git a/Ricardo/Time-Series/Data/Lake_Bilancino.csv b/Ricardo/Time-Series/Data/Lake_Bilancino.csv
new file mode 100644
index 0000000000..573878ae89
--- /dev/null
+++ b/Ricardo/Time-Series/Data/Lake_Bilancino.csv
@@ -0,0 +1,6604 @@
+Date,Rainfall_S_Piero,Rainfall_Mangona,Rainfall_S_Agata,Rainfall_Cavallina,Rainfall_Le_Croci,Temperature_Le_Croci,Lake_Level,Flow_Rate
+03/06/2002,,,,,,,249.43,0.31
+04/06/2002,,,,,,,249.43,0.31
+05/06/2002,,,,,,,249.43,0.31
+06/06/2002,,,,,,,249.43,0.31
+07/06/2002,,,,,,,249.44,0.31
+08/06/2002,,,,,,,249.56,0.38
+09/06/2002,,,,,,,249.57,0.38
+10/06/2002,,,,,,,249.58,0.48
+11/06/2002,,,,,,,249.57,0.48
+12/06/2002,,,,,,,249.57,0.48
+13/06/2002,,,,,,,249.57,0.48
+14/06/2002,,,,,,,249.57,0.48
+15/06/2002,,,,,,,249.57,0.48
+16/06/2002,,,,,,,249.56,0.48
+17/06/2002,,,,,,,249.56,0.48
+18/06/2002,,,,,,,249.56,0.48
+19/06/2002,,,,,,,249.55,0.48
+20/06/2002,,,,,,,249.55,0.48
+21/06/2002,,,,,,,249.54,0.48
+22/06/2002,,,,,,,249.53,0.48
+23/06/2002,,,,,,,249.52,0.48
+24/06/2002,,,,,,,249.51,0.48
+25/06/2002,,,,,,,249.5,0.48
+26/06/2002,,,,,,,249.49,0.48
+27/06/2002,,,,,,,249.47,0.48
+28/06/2002,,,,,,,249.46,0.48
+29/06/2002,,,,,,,249.45,0.48
+30/06/2002,,,,,,,249.43,1.7
+01/07/2002,,,,,,,249.39,1.7
+02/07/2002,,,,,,,249.35,1.7
+03/07/2002,,,,,,,249.32,1.7
+04/07/2002,,,,,,,249.28,1.7
+05/07/2002,,,,,,,249.24,2
+06/07/2002,,,,,,,249.2,2
+07/07/2002,,,,,,,249.16,2
+08/07/2002,,,,,,,249.12,2
+09/07/2002,,,,,,,249.07,2
+10/07/2002,,,,,,,249.05,1.2
+11/07/2002,,,,,,,249.02,1.2
+12/07/2002,,,,,,,248.98,2
+13/07/2002,,,,,,,248.94,2
+14/07/2002,,,,,,,248.9,2
+15/07/2002,,,,,,,248.87,0.6
+16/07/2002,,,,,,,248.91,0.6
+17/07/2002,,,,,,,248.91,0.6
+18/07/2002,,,,,,,248.9,0.6
+19/07/2002,,,,,,,248.88,1.5
+20/07/2002,,,,,,,248.85,1.5
+21/07/2002,,,,,,,248.82,1.5
+22/07/2002,,,,,,,248.79,1.5
+23/07/2002,,,,,,,248.75,2
+24/07/2002,,,,,,,248.71,2
+25/07/2002,,,,,,,248.67,2
+26/07/2002,,,,,,,248.63,2
+27/07/2002,,,,,,,248.59,2
+28/07/2002,,,,,,,248.55,2
+29/07/2002,,,,,,,248.51,2.5
+30/07/2002,,,,,,,248.45,2.5
+31/07/2002,,,,,,,248.41,2.5
+01/08/2002,,,,,,,248.37,1.5
+02/08/2002,,,,,,,248.33,1.5
+03/08/2002,,,,,,,248.31,1.5
+04/08/2002,,,,,,,248.27,2
+05/08/2002,,,,,,,248.23,2
+06/08/2002,,,,,,,248.17,2.5
+07/08/2002,,,,,,,248.2,0.5
+08/08/2002,,,,,,,248.18,1
+09/08/2002,,,,,,,248.18,0.5
+10/08/2002,,,,,,,248.19,0.5
+11/08/2002,,,,,,,248.23,2.5
+12/08/2002,,,,,,,248.21,0.5
+13/08/2002,,,,,,,248.21,0.5
+14/08/2002,,,,,,,248.21,0.5
+15/08/2002,,,,,,,248.2,0.5
+16/08/2002,,,,,,,248.19,0.5
+17/08/2002,,,,,,,248.18,0.5
+18/08/2002,,,,,,,248.16,0.5
+19/08/2002,,,,,,,248.15,0.5
+20/08/2002,,,,,,,248.14,0.5
+21/08/2002,,,,,,,248.13,0.5
+22/08/2002,,,,,,,248.12,1
+23/08/2002,,,,,,,248.1,1
+24/08/2002,,,,,,,248.17,0.5
+25/08/2002,,,,,,,248.16,0.5
+26/08/2002,,,,,,,248.15,1
+27/08/2002,,,,,,,248.14,0.6
+28/08/2002,,,,,,,248.13,0.6
+29/08/2002,,,,,,,248.13,0.6
+30/08/2002,,,,,,,248.12,0.6
+31/08/2002,,,,,,,248.11,0.6
+01/09/2002,,,,,,,248.1,0.6
+02/09/2002,,,,,,,248.09,0.6
+03/09/2002,,,,,,,248.08,0.6
+04/09/2002,,,,,,,248.07,0.6
+05/09/2002,,,,,,,248.06,1
+06/09/2002,,,,,,,248.06,1
+07/09/2002,,,,,,,248.05,1
+08/09/2002,,,,,,,248.04,1
+09/09/2002,,,,,,,248.02,1
+10/09/2002,,,,,,,248,1
+11/09/2002,,,,,,,247.99,1
+12/09/2002,,,,,,,247.97,1.5
+13/09/2002,,,,,,,247.95,1.5
+14/09/2002,,,,,,,247.9,1.5
+15/09/2002,,,,,,,247.87,1.5
+16/09/2002,,,,,,,247.85,1.5
+17/09/2002,,,,,,,247.82,1.5
+18/09/2002,,,,,,,247.77,3
+19/09/2002,,,,,,,247.71,3
+20/09/2002,,,,,,,247.65,3
+21/09/2002,,,,,,,247.59,3
+22/09/2002,,,,,,,247.54,3
+23/09/2002,,,,,,,247.77,1.5
+24/09/2002,,,,,,,247.97,1.5
+25/09/2002,,,,,,,248,1.5
+26/09/2002,,,,,,,248.01,1.5
+27/09/2002,,,,,,,248.01,1.5
+28/09/2002,,,,,,,247.99,1.5
+29/09/2002,,,,,,,247.97,1.5
+30/09/2002,,,,,,,247.95,1.5
+01/10/2002,,,,,,,247.93,1.5
+02/10/2002,,,,,,,247.9,1.5
+03/10/2002,,,,,,,247.87,4
+04/10/2002,,,,,,,247.81,1.5
+05/10/2002,,,,,,,247.78,1.5
+06/10/2002,,,,,,,247.76,1.5
+07/10/2002,,,,,,,247.74,1.5
+08/10/2002,,,,,,,247.72,1.5
+09/10/2002,,,,,,,247.7,1.5
+10/10/2002,,,,,,,247.69,1.5
+11/10/2002,,,,,,,247.97,0.6
+12/10/2002,,,,,,,248.22,0.6
+13/10/2002,,,,,,,248.35,0.6
+14/10/2002,,,,,,,248.42,0.6
+15/10/2002,,,,,,,248.45,0.6
+16/10/2002,,,,,,,248.47,0.6
+17/10/2002,,,,,,,248.48,0.6
+18/10/2002,,,,,,,248.55,0.6
+19/10/2002,,,,,,,248.6,0.6
+20/10/2002,,,,,,,248.62,0.6
+21/10/2002,,,,,,,248.62,0.6
+22/10/2002,,,,,,,248.89,0.6
+23/10/2002,,,,,,,249.27,0.6
+24/10/2002,,,,,,,249.53,0.6
+25/10/2002,,,,,,,249.61,0.6
+26/10/2002,,,,,,,249.67,0.6
+27/10/2002,,,,,,,249.72,0.6
+28/10/2002,,,,,,,249.73,0.6
+29/10/2002,,,,,,,249.75,0.6
+30/10/2002,,,,,,,249.77,0.6
+31/10/2002,,,,,,,249.78,0.6
+01/11/2002,,,,,,,249.79,0.6
+02/11/2002,,,,,,,249.8,0.6
+03/11/2002,,,,,,,249.81,0.6
+04/11/2002,,,,,,,249.83,0.6
+05/11/2002,,,,,,,249.84,0.6
+06/11/2002,,,,,,,249.84,0.6
+07/11/2002,,,,,,,249.84,0.6
+08/11/2002,,,,,,,249.83,0.6
+09/11/2002,,,,,,,249.85,0.6
+10/11/2002,,,,,,,249.85,0.6
+11/11/2002,,,,,,,249.86,0.6
+12/11/2002,,,,,,,249.87,0.6
+13/11/2002,,,,,,,249.88,0.6
+14/11/2002,,,,,,,249.94,0.6
+15/11/2002,,,,,,,249.97,0.6
+16/11/2002,,,,,,,250,0.6
+17/11/2002,,,,,,,250.01,0.6
+18/11/2002,,,,,,,250.31,0.6
+19/11/2002,,,,,,,250.68,0.6
+20/11/2002,,,,,,,251.03,1
+21/11/2002,,,,,,,251.22,3.3
+22/11/2002,,,,,,,251.54,22
+23/11/2002,,,,,,,251.52,22
+24/11/2002,,,,,,,251.35,18
+25/11/2002,,,,,,,251.2,
+26/11/2002,,,,,,,251.1,
+27/11/2002,,,,,,,251.12,
+28/11/2002,,,,,,,251.15,
+29/11/2002,,,,,,,251.19,
+30/11/2002,,,,,,,251.22,
+01/12/2002,,,,,,,251.37,
+02/12/2002,,,,,,,251.39,7.4
+03/12/2002,,,,,,,251.39,7.5
+04/12/2002,,,,,,,251.35,7.3
+05/12/2002,,,,,,,251.33,7.1
+06/12/2002,,,,,,,251.31,6.7
+07/12/2002,,,,,,,251.29,6.5
+08/12/2002,,,,,,,251.27,6.3
+09/12/2002,,,,,,,251.24,
+10/12/2002,,,,,,,251.22,
+11/12/2002,,,,,,,251.21,
+12/12/2002,,,,,,,251.21,
+13/12/2002,,,,,,,251.29,
+14/12/2002,,,,,,,251.31,
+15/12/2002,,,,,,,251.31,
+16/12/2002,,,,,,,251.35,5.6
+17/12/2002,,,,,,,251.35,5.6
+18/12/2002,,,,,,,251.49,8.1
+19/12/2002,,,,,,,251.58,11.1
+20/12/2002,,,,,,,251.51,9.9
+21/12/2002,,,,,,,251.45,8.2
+22/12/2002,,,,,,,251.38,6.2
+23/12/2002,,,,,,,251.38,4.1
+24/12/2002,,,,,,,251.41,4.7
+25/12/2002,,,,,,,251.41,5.2
+26/12/2002,,,,,,,251.41,5.2
+27/12/2002,,,,,,,251.4,5.2
+28/12/2002,,,,,,,251.43,6.5
+29/12/2002,,,,,,,251.67,7.8
+30/12/2002,,,,,,,251.67,
+31/12/2002,,,,,,,251.67,
+01/01/2003,,,,,,,251.85,
+02/01/2003,,,,,,,251.84,
+03/01/2003,,,,,,,251.82,
+04/01/2003,,,,,,,251.79,
+05/01/2003,,,,,,,251.75,
+06/01/2003,,,,,,,251.7,9.6
+07/01/2003,,,,,,,251.7,9.5
+08/01/2003,,,,,,,251.67,9.5
+09/01/2003,,,,,,,251.66,7.2
+10/01/2003,,,,,,,251.64,6.2
+11/01/2003,,,,,,,251.62,5.8
+12/01/2003,,,,,,,251.59,5.3
+13/01/2003,,,,,,,251.57,4.9
+14/01/2003,,,,,,,251.53,4.5
+15/01/2003,,,,,,,251.5,4.1
+16/01/2003,,,,,,,251.47,3.9
+17/01/2003,,,,,,,251.45,3.9
+18/01/2003,,,,,,,251.43,2.9
+19/01/2003,,,,,,,251.41,2.9
+20/01/2003,,,,,,,251.4,2.9
+21/01/2003,,,,,,,251.38,2.9
+22/01/2003,,,,,,,251.75,7.2
+23/01/2003,,,,,,,251.83,8.1
+24/01/2003,,,,,,,251.85,8.5
+25/01/2003,,,,,,,251.82,8.2
+26/01/2003,,,,,,,251.76,7.7
+27/01/2003,,,,,,,251.73,7.2
+28/01/2003,,,,,,,251.68,6.8
+29/01/2003,,,,,,,251.66,6.3
+30/01/2003,,,,,,,251.62,5.8
+31/01/2003,,,,,,,251.56,5.2
+01/02/2003,,,,,,,251.54,4.7
+02/02/2003,,,,,,,251.51,4.3
+03/02/2003,,,,,,,251.47,3.6
+04/02/2003,,,,,,,252,40
+05/02/2003,,,,,,,251.97,30
+06/02/2003,,,,,,,251.7,12
+07/02/2003,,,,,,,251.67,7.8
+08/02/2003,,,,,,,251.64,7.4
+09/02/2003,,,,,,,251.61,6.8
+10/02/2003,,,,,,,251.58,6.2
+11/02/2003,,,,,,,251.54,5.5
+12/02/2003,,,,,,,251.49,3
+13/02/2003,,,,,,,251.47,2.5
+14/02/2003,,,,,,,251.45,1.5
+15/02/2003,,,,,,,251.45,1.5
+16/02/2003,,,,,,,251.45,1.5
+17/02/2003,,,,,,,251.43,1.5
+18/02/2003,,,,,,,251.42,0.6
+19/02/2003,,,,,,,251.41,0.6
+20/02/2003,,,,,,,251.42,0.6
+21/02/2003,,,,,,,251.43,0.6
+22/02/2003,,,,,,,251.44,0.6
+23/02/2003,,,,,,,251.45,0.6
+24/02/2003,,,,,,,251.46,0.6
+25/02/2003,,,,,,,251.47,0.6
+26/02/2003,,,,,,,251.48,0.6
+27/02/2003,,,,,,,251.49,0.6
+28/02/2003,,,,,,,251.5,0.6
+01/03/2003,,,,,,,251.51,0.6
+02/03/2003,,,,,,,251.51,0.6
+03/03/2003,,,,,,,251.86,0.6
+04/03/2003,,,,,,,252.03,3.1
+05/03/2003,,,,,,,252.07,6.2
+06/03/2003,,,,,,,252.08,6.7
+07/03/2003,,,,,,,252.08,6.7
+08/03/2003,,,,,,,252.07,6.2
+09/03/2003,,,,,,,252.07,6.2
+10/03/2003,,,,,,,252.07,6.3
+11/03/2003,,,,,,,252.06,6.1
+12/03/2003,,,,,,,252.06,5.5
+13/03/2003,,,,,,,252.06,5.5
+14/03/2003,,,,,,,252.06,5.5
+15/03/2003,,,,,,,252.05,4.3
+16/03/2003,,,,,,,252.05,3.5
+17/03/2003,,,,,,,252.04,3.5
+18/03/2003,,,,,,,252.03,3.6
+19/03/2003,,,,,,,252.03,3.4
+20/03/2003,,,,,,,252.03,2.7
+21/03/2003,,,,,,,252.03,3.1
+22/03/2003,,,,,,,252.03,3.1
+23/03/2003,,,,,,,252.03,3.1
+24/03/2003,,,,,,,252.03,3.1
+25/03/2003,,,,,,,252.03,3.1
+26/03/2003,,,,,,,252.03,3.1
+27/03/2003,,,,,,,252.03,3.1
+28/03/2003,,,,,,,252.03,3.1
+29/03/2003,,,,,,,252.03,3.1
+30/03/2003,,,,,,,252.03,3.1
+31/03/2003,,,,,,,252.03,3
+01/04/2003,,,,,,,252.03,2.1
+02/04/2003,,,,,,,252.05,3.1
+03/04/2003,,,,,,,252.09,6.1
+04/04/2003,,,,,,,252.09,7.8
+05/04/2003,,,,,,,252.06,6.8
+06/04/2003,,,,,,,252.05,6
+07/04/2003,,,,,,,252.05,5.1
+08/04/2003,,,,,,,252.04,4.2
+09/04/2003,,,,,,,252.04,4.1
+10/04/2003,,,,,,,252.04,5.8
+11/04/2003,,,,,,,252.08,7.7
+12/04/2003,,,,,,,252.24,21.5
+13/04/2003,,,,,,,252.17,17.6
+14/04/2003,,,,,,,252.12,12.6
+15/04/2003,,,,,,,252.09,10.1
+16/04/2003,,,,,,,252.09,7.9
+17/04/2003,,,,,,,252.07,5.8
+18/04/2003,,,,,,,252.06,5.3
+19/04/2003,,,,,,,252.06,5.9
+20/04/2003,,,,,,,252.06,6.2
+21/04/2003,,,,,,,252.07,5.4
+22/04/2003,,,,,,,252.07,4.8
+23/04/2003,,,,,,,252.07,5.4
+24/04/2003,,,,,,,252.06,5.7
+25/04/2003,,,,,,,252.06,5.1
+26/04/2003,,,,,,,252.05,5
+27/04/2003,,,,,,,252.05,4.6
+28/04/2003,,,,,,,252.05,3.4
+29/04/2003,,,,,,,252.05,3.7
+30/04/2003,,,,,,,252.05,3.1
+01/05/2003,,,,,,,252.05,2.6
+02/05/2003,,,,,,,252.05,2.3
+03/05/2003,,,,,,,252.05,2
+04/05/2003,,,,,,,252.05,2.2
+05/05/2003,,,,,,,252.04,2.1
+06/05/2003,,,,,,,252.03,1.9
+07/05/2003,,,,,,,252.03,2
+08/05/2003,,,,,,,252.02,2.1
+09/05/2003,,,,,,,252.02,2
+10/05/2003,,,,,,,252.02,1.5
+11/05/2003,,,,,,,252.02,2.4
+12/05/2003,,,,,,,252.04,2.2
+13/05/2003,,,,,,,252.03,2
+14/05/2003,,,,,,,252.03,2.4
+15/05/2003,,,,,,,252.02,2
+16/05/2003,,,,,,,252.02,1.5
+17/05/2003,,,,,,,252.02,1.6
+18/05/2003,,,,,,,252.02,1.7
+19/05/2003,,,,,,,252.01,1.5
+20/05/2003,,,,,,,252.01,1
+21/05/2003,,,,,,,252,0.5
+22/05/2003,,,,,,,251.99,0.7
+23/05/2003,,,,,,,251.99,0.6
+24/05/2003,,,,,,,251.98,0.7
+25/05/2003,,,,,,,251.97,0.9
+26/05/2003,,,,,,,251.96,0.5
+27/05/2003,,,,,,,251.95,0.5
+28/05/2003,,,,,,,251.94,0.5
+29/05/2003,,,,,,,251.93,0.5
+30/05/2003,,,,,,,251.92,0.5
+31/05/2003,,,,,,,251.93,0.5
+01/06/2003,,,,,,,251.93,0.5
+02/06/2003,,,,,,,251.93,0.5
+03/06/2003,,,,,,,251.92,0.5
+04/06/2003,,,,,,,251.91,0.5
+05/06/2003,,,,,,,251.9,0.5
+06/06/2003,,,,,,,251.89,0.5
+07/06/2003,,,,,,,251.88,0.5
+08/06/2003,,,,,,,251.87,0.5
+09/06/2003,,,,,,,251.86,0.5
+10/06/2003,,,,,,,251.84,0.5
+11/06/2003,,,,,,,251.83,0.5
+12/06/2003,,,,,,,251.82,0.5
+13/06/2003,,,,,,,251.81,0.5
+14/06/2003,,,,,,,251.79,0.5
+15/06/2003,,,,,,,251.78,0.5
+16/06/2003,,,,,,,251.77,0.5
+17/06/2003,,,,,,,251.79,0.5
+18/06/2003,,,,,,,251.8,0.5
+19/06/2003,,,,,,,251.79,0.5
+20/06/2003,,,,,,,251.78,0.5
+21/06/2003,,,,,,,251.77,0.5
+22/06/2003,,,,,,,251.76,0.5
+23/06/2003,,,,,,,251.75,0.5
+24/06/2003,,,,,,,251.74,0.5
+25/06/2003,,,,,,,251.73,0.5
+26/06/2003,,,,,,,251.72,0.5
+27/06/2003,,,,,,,251.71,0.5
+28/06/2003,,,,,,,251.69,0.5
+29/06/2003,,,,,,,251.67,0.5
+30/06/2003,,,,,,,251.65,0.5
+01/07/2003,,,,,,,251.64,0.5
+02/07/2003,,,,,,,251.62,0.5
+03/07/2003,,,,,,,251.59,0.5
+04/07/2003,,,,,,,251.57,3.6
+05/07/2003,,,,,,,251.51,3.6
+06/07/2003,,,,,,,251.45,3.6
+07/07/2003,,,,,,,251.36,3.6
+08/07/2003,,,,,,,251.3,3.6
+09/07/2003,,,,,,,251.23,3.6
+10/07/2003,,,,,,,251.16,3.6
+11/07/2003,,,,,,,251.09,3.6
+12/07/2003,,,,,,,251.02,4
+13/07/2003,,,,,,,250.95,4
+14/07/2003,,,,,,,250.87,3.5
+15/07/2003,,,,,,,250.8,3.5
+16/07/2003,,,,,,,250.74,3
+17/07/2003,,,,,,,250.68,3
+18/07/2003,,,,,,,250.62,3
+19/07/2003,,,,,,,250.57,3
+20/07/2003,,,,,,,250.5,3
+21/07/2003,,,,,,,250.44,3.5
+22/07/2003,,,,,,,250.37,3.5
+23/07/2003,,,,,,,250.3,3.5
+24/07/2003,,,,,,,250.23,3.5
+25/07/2003,,,,,,,250.16,3.5
+26/07/2003,,,,,,,250.09,3.5
+27/07/2003,,,,,,,250.03,3.5
+28/07/2003,,,,,,,249.96,3.5
+29/07/2003,,,,,,,249.89,3.5
+30/07/2003,,,,,,,249.81,3.5
+31/07/2003,,,,,,,249.73,3.5
+01/08/2003,,,,,,,249.65,3.5
+02/08/2003,,,,,,,249.57,3
+03/08/2003,,,,,,,249.5,3
+04/08/2003,,,,,,,249.44,3
+05/08/2003,,,,,,,249.38,3
+06/08/2003,,,,,,,249.32,3
+07/08/2003,,,,,,,249.27,3
+08/08/2003,,,,,,,249.21,3
+09/08/2003,,,,,,,249.15,2.8
+10/08/2003,,,,,,,249.1,2.8
+11/08/2003,,,,,,,249.04,2.8
+12/08/2003,,,,,,,248.98,2.8
+13/08/2003,,,,,,,248.92,2.8
+14/08/2003,,,,,,,248.86,2.8
+15/08/2003,,,,,,,248.8,2.8
+16/08/2003,,,,,,,248.75,2.8
+17/08/2003,,,,,,,248.69,2.8
+18/08/2003,,,,,,,248.63,2.8
+19/08/2003,,,,,,,248.57,2.8
+20/08/2003,,,,,,,248.51,2.8
+21/08/2003,,,,,,,248.44,2.8
+22/08/2003,,,,,,,248.39,2.8
+23/08/2003,,,,,,,248.33,2.8
+24/08/2003,,,,,,,248.27,2.8
+25/08/2003,,,,,,,248.21,2.8
+26/08/2003,,,,,,,248.16,2.8
+27/08/2003,,,,,,,248.1,2.8
+28/08/2003,,,,,,,248.04,2.8
+29/08/2003,,,,,,,247.98,2.8
+30/08/2003,,,,,,,247.92,2.8
+31/08/2003,,,,,,,247.86,2.8
+01/09/2003,,,,,,,247.8,2.8
+02/09/2003,,,,,,,247.74,2.8
+03/09/2003,,,,,,,247.67,2.8
+04/09/2003,,,,,,,247.61,2.8
+05/09/2003,,,,,,,247.55,2.8
+06/09/2003,,,,,,,247.49,2.8
+07/09/2003,,,,,,,247.43,2.8
+08/09/2003,,,,,,,247.38,2.8
+09/09/2003,,,,,,,247.33,2.8
+10/09/2003,,,,,,,247.28,2.8
+11/09/2003,,,,,,,247.21,2.8
+12/09/2003,,,,,,,247.16,2.8
+13/09/2003,,,,,,,247.1,2.8
+14/09/2003,,,,,,,247.03,2.8
+15/09/2003,,,,,,,246.97,2.8
+16/09/2003,,,,,,,246.9,2.8
+17/09/2003,,,,,,,246.84,2.8
+18/09/2003,,,,,,,246.78,2.8
+19/09/2003,,,,,,,246.72,3
+20/09/2003,,,,,,,246.64,3
+21/09/2003,,,,,,,246.59,3
+22/09/2003,,,,,,,246.53,3
+23/09/2003,,,,,,,246.46,3
+24/09/2003,,,,,,,246.41,3
+25/09/2003,,,,,,,246.34,3
+26/09/2003,,,,,,,246.28,3
+27/09/2003,,,,,,,246.2,3
+28/09/2003,,,,,,,246.14,3
+29/09/2003,,,,,,,246.11,3
+30/09/2003,,,,,,,246.05,3
+01/10/2003,,,,,,,245.98,3
+02/10/2003,,,,,,,245.91,3
+03/10/2003,,,,,,,245.86,2.7
+04/10/2003,,,,,,,245.8,2.4
+05/10/2003,,,,,,,245.75,2.4
+06/10/2003,,,,,,,245.69,2.4
+07/10/2003,,,,,,,245.64,2
+08/10/2003,,,,,,,245.59,2
+09/10/2003,,,,,,,245.54,2
+10/10/2003,,,,,,,245.5,2
+11/10/2003,,,,,,,245.47,2
+12/10/2003,,,,,,,245.43,2
+13/10/2003,,,,,,,245.38,2
+14/10/2003,,,,,,,245.34,2.3
+15/10/2003,,,,,,,245.29,2.3
+16/10/2003,,,,,,,245.23,2.3
+17/10/2003,,,,,,,245.18,2.3
+18/10/2003,,,,,,,245.12,2.3
+19/10/2003,,,,,,,245.07,2.3
+20/10/2003,,,,,,,245.03,2
+21/10/2003,,,,,,,245.04,0.6
+22/10/2003,,,,,,,245.03,0.6
+23/10/2003,,,,,,,245.02,0.6
+24/10/2003,,,,,,,245.03,0.6
+25/10/2003,,,,,,,245.01,0.6
+26/10/2003,,,,,,,245,0.6
+27/10/2003,,,,,,,245.01,3
+28/10/2003,,,,,,,244.96,0.6
+29/10/2003,,,,,,,244.98,0.6
+30/10/2003,,,,,,,245.07,0.6
+31/10/2003,,,,,,,245.12,0.6
+01/11/2003,,,,,,,245.18,0.6
+02/11/2003,,,,,,,245.8,0.6
+03/11/2003,,,,,,,245.86,0.6
+04/11/2003,,,,,,,245.87,0.6
+05/11/2003,,,,,,,245.88,0.6
+06/11/2003,,,,,,,245.88,0.6
+07/11/2003,,,,,,,245.88,0.6
+08/11/2003,,,,,,,245.92,0.6
+09/11/2003,,,,,,,246.41,0.6
+10/11/2003,,,,,,,246.51,0.6
+11/11/2003,,,,,,,246.55,0.6
+12/11/2003,,,,,,,246.58,0.6
+13/11/2003,,,,,,,245.58,0.6
+14/11/2003,,,,,,,246.59,0.6
+15/11/2003,,,,,,,246.6,0.6
+16/11/2003,,,,,,,246.62,0.6
+17/11/2003,,,,,,,246.64,0.5
+18/11/2003,,,,,,,246.72,0.5
+19/11/2003,,,,,,,246.77,0.5
+20/11/2003,,,,,,,246.78,0.5
+21/11/2003,,,,,,,246.8,0.5
+22/11/2003,,,,,,,246.8,0.5
+23/11/2003,,,,,,,246.81,0.5
+24/11/2003,,,,,,,246.82,0.5
+25/11/2003,,,,,,,246.84,0.5
+26/11/2003,,,,,,,246.9,0.5
+27/11/2003,,,,,,,247.68,0.5
+28/11/2003,,,,,,,248.37,0.5
+29/11/2003,,,,,,,248.65,0.5
+30/11/2003,,,,,,,248.76,0.5
+01/12/2003,,,,,,,248.82,0.5
+02/12/2003,,,,,,,248.88,0.5
+03/12/2003,,,,,,,248.93,0.5
+04/12/2003,,,,,,,248.96,0.5
+05/12/2003,,,,,,,248.99,0.5
+06/12/2003,,,,,,,249.01,0.5
+07/12/2003,,,,,,,249.03,0.5
+08/12/2003,,,,,,,249.04,0.5
+09/12/2003,,,,,,,249.04,0.5
+10/12/2003,,,,,,,249.05,0.5
+11/12/2003,,,,,,,249.16,0.5
+12/12/2003,,,,,,,249.23,0.5
+13/12/2003,,,,,,,249.28,0.5
+14/12/2003,,,,,,,249.31,0.5
+15/12/2003,,,,,,,249.33,0.5
+16/12/2003,,,,,,,249.35,0.5
+17/12/2003,,,,,,,249.36,0.5
+18/12/2003,,,,,,,249.37,0.5
+19/12/2003,,,,,,,249.38,0.5
+20/12/2003,,,,,,,249.39,0.5
+21/12/2003,,,,,,,249.42,0.5
+22/12/2003,,,,,,,249.82,0.5
+23/12/2003,,,,,,,249.94,0.5
+24/12/2003,,,,,,,249.99,0.5
+25/12/2003,,,,,,,250.01,0.5
+26/12/2003,,,,,,,250.04,0.5
+27/12/2003,,,,,,,250.06,0.5
+28/12/2003,,,,,,,250.09,0.5
+29/12/2003,,,,,,,250.2,0.5
+30/12/2003,,,,,,,250.67,0.5
+31/12/2003,,,,,,,250.95,0.5
+01/01/2004,0,0,0.4,0,0,,251.14,0.5
+02/01/2004,0,0,0,0,0,6.5,251.21,0.5
+03/01/2004,0,0,0,0,0,4.45,251.28,0.5
+04/01/2004,0,0,0,0,0,2,251.35,0.5
+05/01/2004,0.2,0,0,0,0,0.9,251.37,0.5
+06/01/2004,0,0,0,0,0,2.25,251.42,0.5
+07/01/2004,0,0,0,0,0,3.65,251.43,0.5
+08/01/2004,0,0.8,0,0,0,3.35,251.45,0.5
+09/01/2004,4.6,5.8,3.8,5.6,7.8,5.55,251.49,0.5
+10/01/2004,0,0,0,0,0,6.1,251.52,0.5
+11/01/2004,0,0,0,0,0,6.25,251.53,0.5
+12/01/2004,1.8,1.6,1.2,3.4,3.6,6.7,251.55,0.5
+13/01/2004,0.4,2.6,0.8,1.2,0.6,8.6,251.58,0.5
+14/01/2004,0,0.2,0,0,0,12.2,251.59,0.5
+15/01/2004,7,13,10,8.8,6,9.1,251.64,0.5
+16/01/2004,3.2,11.4,4.6,5.6,4.4,5.45,251.7,0.5
+17/01/2004,19.6,49.6,20.2,36.4,18.2,4.9,251.8,21.6
+18/01/2004,27,40.2,26.6,25.2,24.8,8.35,252.32,32.8
+19/01/2004,0,0,0,0.2,0,5.55,252.21,37
+20/01/2004,0.2,0,0,0,0,3.15,252.05,19
+21/01/2004,0,0,0,0,0,4.2,251.98,11.5
+22/01/2004,0,0,0,0,0,4.25,251.91,8.5
+23/01/2004,0,0,0,0,0,2.75,251.86,7
+24/01/2004,0,0,0,0,0,2.4,251.82,6
+25/01/2004,0.2,2.2,0.6,1.2,1.8,1.9,251.81,6
+26/01/2004,0.6,0,0.2,0.2,0.4,-0.1,251.78,5.5
+27/01/2004,8.4,6.8,7.8,8.8,7.6,1.1,251.77,5.15
+28/01/2004,3.6,1.8,0.6,0.6,4.8,2.15,251.75,4.95
+29/01/2004,0,0,0,0,0.2,0.6,251.72,5
+30/01/2004,6.8,13,19.2,12.6,20.6,-0.1,251.73,5.05
+31/01/2004,5.8,0.2,0,5.4,4.2,1.7,251.71,5
+01/02/2004,8.2,0.6,0,12.8,0,1.65,251.7,4.8
+02/02/2004,0,0.2,0,1.6,0,4.55,251.7,4.6
+03/02/2004,0,0,0,0,0,6.75,251.75,5.25
+04/02/2004,0,0,0,0,0,8.2,251.79,5.8
+05/02/2004,0,0,0,0,0,6.55,251.79,5.9
+06/02/2004,0,0,0,0.2,0.2,7.65,251.77,6
+07/02/2004,3.2,8.2,6.4,4.4,4.2,9.4,251.75,5.8
+08/02/2004,1.2,1.4,1.6,1.4,0.8,8.9,251.76,6.1
+09/02/2004,0,0,0,0,0,9.5,251.75,6.6
+10/02/2004,0.2,0,0,0,0,7.85,251.73,6.8
+11/02/2004,0,0,0,0,0,8.3,251.7,6.3
+12/02/2004,0.2,0,0,0,0.2,7.05,251.68,3.5
+13/02/2004,0,0,0.2,0,0,6.25,251.68,3.5
+14/02/2004,0,0,0,0,0,5.4,251.68,3.6
+15/02/2004,0,0,0,0,0,5.8,251.68,3.7
+16/02/2004,0,0,0,0,0,8.75,251.68,3.8
+17/02/2004,0,0,0,0,0,8.8,251.67,4
+18/02/2004,10,11.6,8.2,8.8,11.6,6.55,251.66,4.2
+19/02/2004,23.4,21.4,20.6,23.2,25,3.15,251.73,5.3
+20/02/2004,1.4,1.4,1.4,0.6,2.8,3.05,251.88,6
+21/02/2004,14.4,26,13.8,18,18.8,5.75,251.89,6.7
+22/02/2004,14.6,27.4,16.4,25.2,28.4,9.15,252.14,17.6
+23/02/2004,13.2,29.2,21.8,29,23.8,10.05,252.28,44.5
+24/02/2004,0,0.2,0,0,0,8.25,252.11,33.5
+25/02/2004,3.4,3.4,2.8,3.2,5.2,1.65,251.96,8.1
+26/02/2004,12.4,14.8,12.8,16.6,16.2,2.2,251.96,9.6
+27/02/2004,2.4,2.4,1.6,3.4,2.4,3.1,252.03,12.4
+28/02/2004,10.6,1.4,7.2,9,0.6,4.55,251.99,12.2
+29/02/2004,4.4,13.2,7,17,17.4,0.45,251.98,11.8
+01/03/2004,0,4.6,0,0.4,7.6,1.6,251.99,8.9
+02/03/2004,0,0,0,0,0,1.55,251.95,8.6
+03/03/2004,0,0,0,0,0,2.7,251.9,7.1
+04/03/2004,0,0,0,0,0,7.2,251.91,6.1
+05/03/2004,0,0,0,0,0,8.7,251.91,6.2
+06/03/2004,11.4,13.8,9.2,16.2,20.8,7.75,251.91,6.3
+07/03/2004,5.6,7.4,6.6,6.8,11.2,3.35,252,7.7
+08/03/2004,0.2,1.8,0.6,0.2,0.4,1.35,251.98,7.9
+09/03/2004,0,0,0,0,0,2.85,251.96,7
+10/03/2004,1,4.4,1.6,2.2,2.2,5.05,251.94,6.4
+11/03/2004,7.2,14.4,7.6,7.8,8.6,6.05,251.93,6.7
+12/03/2004,0,0,0,0.2,0,4.3,251.95,7.1
+13/03/2004,0,0,0,0,0,7.05,251.94,7.3
+14/03/2004,0,0,0,0,0,10.25,251.93,6.9
+15/03/2004,0,0,0,0,0,12.5,251.91,6.9
+16/03/2004,0,0,0,0,0,14.6,251.88,6.2
+17/03/2004,0,0,0,0,0,14.45,251.86,5.6
+18/03/2004,0,0,0,0,0,16.45,251.84,5.6
+19/03/2004,0,0,0,0,0,14.25,251.84,5.2
+20/03/2004,0,0.4,1.2,0.2,0.6,9.6,251.84,4.6
+21/03/2004,1,2.2,1.4,1.8,1.2,10.9,251.84,4.6
+22/03/2004,0,0.6,0,0,0,11.85,251.83,4.6
+23/03/2004,5.6,11,5,7.2,9,10.3,251.84,4.8
+24/03/2004,0.2,0.2,0,0,1.2,6.8,251.83,4.8
+25/03/2004,1.6,0.4,0.4,1,2.6,6.85,251.8,4.8
+26/03/2004,0,0.2,0,0,0.4,6.9,251.78,4.7
+27/03/2004,0,0,0,0,0,8,251.77,4.6
+28/03/2004,0,0,0,0,0,9.35,251.75,4.6
+29/03/2004,0,0,0,0,0,10.45,251.72,0.6
+30/03/2004,0,0,0,0,0,11.6,251.73,0.6
+31/03/2004,8.2,8,8.2,8.8,10.2,11.2,251.74,0.6
+01/04/2004,0,0,0,0,0,9.75,251.75,0.6
+02/04/2004,0,0,0,0,0,12.45,251.76,0.6
+03/04/2004,0,0,0,0,0,15,251.77,0.6
+04/04/2004,0,0,0,0,0,15.95,251.78,0.6
+05/04/2004,0,0,0,0,0,14.3,251.8,0.6
+06/04/2004,0.2,1,0,0,0,12.4,251.82,0.6
+07/04/2004,13.4,12.6,11.2,17,23.6,10.75,251.84,0.6
+08/04/2004,0.2,0.4,0,0,0.2,6.5,251.87,0.6
+09/04/2004,7.2,7.4,8.4,8.4,10.4,11.6,251.9,0.6
+10/04/2004,0.2,0.4,0,0,0.2,8.3,251.93,0.6
+11/04/2004,0,0,0,0,0,9.3,251.95,0.6
+12/04/2004,0.6,3.6,5.2,1.2,2.4,12.15,251.98,0.6
+13/04/2004,0,0.2,0.2,0.2,0.4,7.05,252,0.6
+14/04/2004,0,0,0,0,0,9.3,252,0.6
+15/04/2004,0.4,3.4,2.4,2.4,1.8,10.65,252,0.6
+16/04/2004,14.4,19.4,14.8,19,19.8,11.45,252.01,2.9
+17/04/2004,6.2,3.6,6.4,3.2,4.2,12,252.08,7.4
+18/04/2004,2.2,4.2,2.2,2.6,5.2,11.8,252.09,9.9
+19/04/2004,9.4,10.6,10.4,9.6,12.6,10.95,252.09,9.5
+20/04/2004,0.8,0.2,1.2,0.6,0.6,8.9,252.11,10
+21/04/2004,0.2,0,0,0,0,13.5,252.11,9.8
+22/04/2004,0,0,0,0,0,15.8,252.09,9.3
+23/04/2004,0,0,0,0,0,16.9,252.08,7.5
+24/04/2004,11.2,13.8,10.8,12.4,14,18.25,252.07,6.8
+25/04/2004,0.2,0,0,0,0,15.45,252.07,6.8
+26/04/2004,0,0,0,0,0,13.2,252.06,5
+27/04/2004,0,0,0,0,0,13.85,252.05,5.2
+28/04/2004,0,0,0,0,0,15.05,252.05,5
+29/04/2004,0.4,0.2,0.4,0.2,0.6,15,252.05,4.8
+30/04/2004,2.6,3.8,4,2.6,3.2,15.7,252.05,4.6
+01/05/2004,0,0,0,0,0,13.9,252.05,3.9
+02/05/2004,2.8,1.8,4.4,5.2,3.6,14.45,252.04,3.2
+03/05/2004,2.4,13.8,2.8,3.4,4.6,14.6,252.04,3
+04/05/2004,24.2,46.6,27,33.8,39.8,16.9,252.06,11.8
+05/05/2004,19.6,28.4,16.4,29,30.6,12.95,252.23,25.5
+06/05/2004,14.2,13,11.4,19,29.6,10.15,252.36,38.5
+07/05/2004,8.2,8.8,9.8,7.6,6.6,9.25,252.23,32.2
+08/05/2004,11,23.2,17.8,16.4,14,9.1,252.18,27.2
+09/05/2004,0,1.4,0.4,0.8,0.6,9.85,252.12,21.4
+10/05/2004,0,0,0,0,0,11.05,252.06,10.9
+11/05/2004,0,0,0,0,0.2,12.1,252.08,7
+12/05/2004,1.4,2.4,1.2,1.6,1.4,15.35,252.08,9.1
+13/05/2004,0,0.4,0,0,0,14.3,252.08,9.1
+14/05/2004,0,0,0,0,0,14.2,252.08,8
+15/05/2004,0,0,0,0,0,16.2,252.08,8
+16/05/2004,0,0,0,0,0,15.35,252.07,7.8
+17/05/2004,0,0,0,0,0,17.45,252.06,6.9
+18/05/2004,0,0,0,0,0,16.15,252.06,6.1
+19/05/2004,0,0,0,0,0,17.2,252.05,5.7
+20/05/2004,0,0,0,0,0,16.7,252.05,4.8
+21/05/2004,0,0,0,0,0,16.75,252.04,4.8
+22/05/2004,0,0,0,0,0,16.15,252.04,4.5
+23/05/2004,0,0,0,0,0,16.65,252.04,4.1
+24/05/2004,0,0,0,0,0,15.75,252.03,3.3
+25/05/2004,0,0,0,0,0,15.1,252.03,3.3
+26/05/2004,0,0,0,0,0,16.45,252.03,3.3
+27/05/2004,0,0,0,0,0,17.2,252.03,3.3
+28/05/2004,0.2,0,0.2,0.4,0,15.8,252.03,3.3
+29/05/2004,0,0,0,0,0,17.05,252.02,2.5
+30/05/2004,0,0,0,0,0,16.5,252.02,2
+31/05/2004,9.4,7,5.8,8.6,11.2,14.45,252.02,2
+01/06/2004,7.8,7.2,5.8,7.4,11.6,17.75,252.02,2
+02/06/2004,1.2,7.2,2.6,2.6,0,16.1,252.02,2
+03/06/2004,5.6,7,7.2,4.8,6.8,17.85,252.02,2
+04/06/2004,0.2,0,0,0,0,19,252.02,2
+05/06/2004,8,0,2.6,0.4,0.2,18.7,252.02,2
+06/06/2004,8,4.2,4.2,6.2,7.4,18.2,252.02,2
+07/06/2004,0,0,0,0,0,16.75,252.02,2.3
+08/06/2004,0,0,0,0,0,19.85,252.01,1.7
+09/06/2004,0,0,0,0,0,21.65,252.01,1.7
+10/06/2004,0,0,0,0,0,23.3,252.01,1.6
+11/06/2004,0,0,0,0,0,22.05,252.01,1.4
+12/06/2004,0,0,0,0,0,21.5,252,0.8
+13/06/2004,0,1.2,0.2,0.4,0,20,252,0.8
+14/06/2004,0,0.2,0.2,0.2,0,16.8,251.99,0.6
+15/06/2004,0,1.2,2,0,0,18.35,251.99,0.6
+16/06/2004,0,0,0,0,0,20.05,251.98,0.6
+17/06/2004,0,0,0,0,0,19.55,251.98,0.6
+18/06/2004,0,0,0,0,0,19.95,251.97,0.6
+19/06/2004,0,0,0,0,0,21.2,251.96,0.6
+20/06/2004,0.2,1.6,2.4,0.8,0.4,21.75,251.96,0.6
+21/06/2004,0,0,0,0,0,18.65,251.95,0.6
+22/06/2004,0,0,0,0,0,17.3,251.94,0.6
+23/06/2004,0,0,0,0,0,19.2,251.93,0.6
+24/06/2004,0,0,0,0,0,20.75,251.92,0.6
+25/06/2004,0,0,0,0,0,20.4,251.91,0.6
+26/06/2004,0,0,0,0,0,20.4,251.9,0.6
+27/06/2004,0,0,0,0,0,22.65,251.89,0.6
+28/06/2004,0,0,0,0,0,24.45,251.88,0.6
+29/06/2004,0,0,0,0,0,24.1,251.87,0.6
+30/06/2004,0,0,0,0,0,24.7,251.86,0.6
+01/07/2004,0,0,0,0,0,24.45,251.85,0.6
+02/07/2004,0,0,0,0,0,23.5,251.84,0.6
+03/07/2004,0,0,0,0,0,21.15,251.83,0.6
+04/07/2004,0,0,0,0,0,21.65,251.81,0.6
+05/07/2004,0,0,0,0,0,21.95,251.8,0.6
+06/07/2004,0,0,0,0,0,23,251.78,1
+07/07/2004,0,0,0,0,0,24.65,251.75,1
+08/07/2004,0,0,0,0,0,25.2,251.73,1
+09/07/2004,0,0,0,0,0,25.9,251.7,1.5
+10/07/2004,0,0,0,0,0,20,251.67,1.5
+11/07/2004,0,0,0,0,0,19,251.64,1.5
+12/07/2004,0,0,0,0,0,18.55,251.61,2
+13/07/2004,0,0.2,0,0,0,15.75,251.57,2
+14/07/2004,0,0,0,0,0,21.15,251.54,2
+15/07/2004,0,0,0,0,0,20.9,251.5,2
+16/07/2004,0,0,0,0,0,20.85,251.46,2
+17/07/2004,0,0,0,0,0,22.35,251.41,2
+18/07/2004,0,0,0,0,0,23.65,251.37,2
+19/07/2004,0,0,0,0,0,24.25,251.34,2.5
+20/07/2004,0,0,0,0,0,25.2,251.3,2.5
+21/07/2004,0,0,0,0,0,25.25,251.25,2.5
+22/07/2004,0,0,0,0,0,26.05,251.2,2.5
+23/07/2004,0,0,0,0,0,26.9,251.16,2.5
+24/07/2004,0,0,0,0,0,26.1,251.11,2.5
+25/07/2004,13.6,12,21,9.2,10.2,23.6,251.07,2.5
+26/07/2004,0,0,0,0,0,22.8,251.03,2.5
+27/07/2004,0,0.2,0,0,0,23.75,250.98,2.5
+28/07/2004,0,0,0,0,0,21.5,250.93,2.5
+29/07/2004,0,0,0,0,0,21.1,250.88,2.5
+30/07/2004,0,0,0,0,0,22.6,250.84,3
+31/07/2004,0,0,0,0,0,24.15,250.77,3
+01/08/2004,0,0,0,0,0,24.7,250.71,3
+02/08/2004,0,0,0,0,0,25.75,250.67,3
+03/08/2004,0,0,0,0,0,24.25,250.61,3
+04/08/2004,9.6,16,1.6,7,15.8,24.4,250.55,3
+05/08/2004,3.4,2.6,2,5.2,9.6,23.3,250.5,3
+06/08/2004,7.6,5.6,6.6,4.4,2.2,22.5,250.45,2.5
+07/08/2004,0,0.2,0,0,0,22.7,250.4,2.5
+08/08/2004,0.8,1,1.2,1,1,23.65,250.34,2.5
+09/08/2004,0,0,0,0,0,22.55,250.3,2.5
+10/08/2004,0,0,0,0,0,23.9,250.26,2.5
+11/08/2004,0,0,0,0,0,26.2,250.22,2.5
+12/08/2004,0,0,0,0,0,25.65,250.16,2.5
+13/08/2004,0.2,2.6,0,0,0,25.15,250.11,2.5
+14/08/2004,0,0,0,0,0,22.95,250.06,2.5
+15/08/2004,0,0,0,0,0,23.4,250.01,2.5
+16/08/2004,0,0,0,0,0,23.5,249.96,3
+17/08/2004,0,0,0,0,0,24.15,249.91,3
+18/08/2004,0,0,0,0,0,25,249.86,3
+19/08/2004,0,0,0,0,0,25.75,249.8,3
+20/08/2004,0,0,0,0,0,26.2,249.74,3
+21/08/2004,0.4,0.8,0.6,0.6,2,23.7,249.68,3
+22/08/2004,0,0,0,0,0,19.2,249.62,3.5
+23/08/2004,0,0,0,0,0,21.85,249.55,3.5
+24/08/2004,0,0,0,0,0,22.25,249.49,3.5
+25/08/2004,0,0,0,0,0,23.7,249.42,3.5
+26/08/2004,0,0,0.4,2.2,1,22.85,249.35,3.5
+27/08/2004,0,0.4,0,0,0,18.85,249.28,3.5
+28/08/2004,0,0,0,0,0,20.75,249.21,3.5
+29/08/2004,0,0,0,0,0,21.75,249.14,3.5
+30/08/2004,0,0,0,0,0,21.8,249.07,3.5
+31/08/2004,0,0,0,0,0,21.35,249,3.2
+01/09/2004,0,0,0,0,0,20.75,248.94,3.2
+02/09/2004,0,0,0,0,0,22.35,248.88,3.2
+03/09/2004,0,0,0,0,0,23.45,248.81,3.5
+04/09/2004,0,0,0,0,0,24.6,248.74,3.5
+05/09/2004,0,0,0,0,0,27,248.67,3.5
+06/09/2004,0,0,0,0,0,23.65,248.6,3.5
+07/09/2004,0,0,0,0,0,21.7,248.53,3.5
+08/09/2004,0,0,0,0,0,21.7,248.46,3.5
+09/09/2004,0,0,0,0,0,21.85,248.39,3.5
+10/09/2004,0,0,0,0,0,23.4,248.32,3.5
+11/09/2004,0,0,0,0,0,20.8,248.25,3.5
+12/09/2004,0,1.6,0.2,0.2,0,21.8,248.18,3.5
+13/09/2004,0,0,0,0,0,19.85,248.11,3.5
+14/09/2004,24,20.2,37.2,32.8,38.2,21.65,248.04,3.5
+15/09/2004,0,0.2,0,0,0.2,21.2,248.04,2.5
+16/09/2004,5.4,5.2,3.8,6,7.2,18.7,247.99,2.5
+17/09/2004,0,0,0,0,0,17.1,247.97,1.5
+18/09/2004,0,0,0,0,0,17.25,247.93,1.5
+19/09/2004,0,0,0,0,0,18.2,247.89,1.5
+20/09/2004,0,0,0,0,0,20.3,247.86,3.5
+21/09/2004,0.2,0,0.2,0,0,20.6,247.8,3.5
+22/09/2004,0,0,0,0,0,19.35,247.74,3
+23/09/2004,0,0,0,0,0,20.55,247.68,3
+24/09/2004,21.6,23.4,22.2,29,20,20,247.62,3
+25/09/2004,0.2,0,0,0,0,15.35,247.6,2
+26/09/2004,0,0,0.2,0,0,15,247.55,2.5
+27/09/2004,0,0,0,0,0,15.75,247.5,2.5
+28/09/2004,0,0,0,0,0,14.5,247.44,2.5
+29/09/2004,0,0,0,0,0,16.1,247.39,3
+30/09/2004,0,0,0,0,0,16.9,247.32,3
+01/10/2004,2.4,0.8,3.2,2,4.8,17.3,247.28,3
+02/10/2004,0,0,0,0,0,18,247.22,3
+03/10/2004,0,0.6,0,0.2,0,18,247.16,3
+04/10/2004,0.2,0.4,0.2,0,0.2,17.05,247.09,3
+05/10/2004,0,0,0,0,0,18.35,247.03,3
+06/10/2004,0.2,0,0,0,0,18.75,246.98,3
+07/10/2004,0,0,0,0,0,19.05,246.91,3
+08/10/2004,0,0,0,0,0,18.4,246.88,1
+09/10/2004,0,0,0,0,0,19.35,246.83,3
+10/10/2004,13.6,13.8,3.4,11.6,17.8,20.8,246.77,3
+11/10/2004,4.2,7.2,2.8,2.6,3.8,16.65,246.72,1.5
+12/10/2004,0,1,0.4,2.2,0.6,14.15,246.69,1.5
+13/10/2004,0,0,0,0,0,11.6,246.66,1.5
+14/10/2004,11.2,28.8,2.4,14,14.6,11.55,246.63,1.5
+15/10/2004,8.6,8.8,4.8,13.4,14.4,13.3,246.63,1.5
+16/10/2004,18.2,29.6,7,23,18,13.65,246.61,1
+17/10/2004,5.2,7.6,4.8,13,4.2,12.6,246.65,1
+18/10/2004,0,0.2,0.4,0.2,0,13.65,246.66,0.6
+19/10/2004,0,11.6,1.4,0.2,0.2,13.55,246.65,0.6
+20/10/2004,0.6,4.2,0.6,0.4,0,15.3,246.65,0.6
+21/10/2004,0.2,3.6,0.8,0.2,0.2,18.2,246.65,0.6
+22/10/2004,0,0,0,0.2,0,18.6,246.64,0.6
+23/10/2004,0,0,0.2,0,0,17.95,246.64,0.6
+24/10/2004,0,0.2,0,0,0,17.8,246.63,0.6
+25/10/2004,0.4,0.4,0.4,0.2,0.2,16.3,246.61,0.6
+26/10/2004,2,7.4,1,1,3,13.8,246.6,0.6
+27/10/2004,1,2.6,2.4,0.6,1.4,16.1,246.59,0.6
+28/10/2004,1.4,6,0.8,4,3.8,13.8,246.58,0.6
+29/10/2004,23.8,22.2,7.6,27.6,29.4,14.85,246.59,0.6
+30/10/2004,2.2,1.8,1.6,1.4,2,15.75,246.65,0.6
+31/10/2004,22.2,46.2,5.8,28.4,21.4,16,246.75,0.6
+01/11/2004,7,5,2.8,16.4,21.4,16.75,246.86,0.6
+02/11/2004,0.2,0,0,0,0,17.35,247.01,0.6
+03/11/2004,0.2,0,0,0,0,18.3,247.03,0.6
+04/11/2004,0.2,0,0.8,0.2,0,17.75,247.04,0.6
+05/11/2004,0.2,0,0,0,0,18.2,247.04,0.6
+06/11/2004,0.2,2.4,0.8,0.2,0.8,17,247.04,0.6
+07/11/2004,2.6,0.8,3.4,2.6,1.2,13.8,247.03,0.6
+08/11/2004,0,0.2,0.6,0.2,0.2,10.15,247.02,0.6
+09/11/2004,20.4,21.2,15.6,21.4,17,4.45,247.01,0.6
+10/11/2004,10,11.8,9.4,10,17,4.15,247.05,0.6
+11/11/2004,13.6,16,9.2,16.4,15.8,4.65,247.14,0.6
+12/11/2004,0.4,0.6,0.4,0.8,1.2,8.45,247.25,0.6
+13/11/2004,0,0.6,1.6,0,0,11.65,247.3,0.6
+14/11/2004,2,5.8,6.4,2.2,0.4,11.55,247.32,0.6
+15/11/2004,0,0,0,0,0,5.9,247.33,0.6
+16/11/2004,0,0,0,0,0,8.3,247.34,0.6
+17/11/2004,0.2,0,0,0,0,9.45,247.34,0.6
+18/11/2004,0,0,0,0,0,9.75,247.34,0.6
+19/11/2004,0,0,0,0.4,0.4,10.15,247.34,0.6
+20/11/2004,0,0,0,0,0,8.9,247.32,0.6
+21/11/2004,0,0,0,0,0,4.55,247.31,0.6
+22/11/2004,0.8,0.4,0.8,0.8,1.2,5.2,247.31,0.6
+23/11/2004,0,0.4,0,0.4,0.2,4.45,247.31,0.6
+24/11/2004,0.2,0.2,0.4,0.2,0.2,7.95,247.31,0.6
+25/11/2004,0.4,0,0,0,0,8.4,247.3,0.6
+26/11/2004,2,1.2,1.8,1.8,3.6,9,247.3,0.6
+27/11/2004,7,4.8,6.2,8.4,10.6,8.75,247.3,0.6
+28/11/2004,0.2,0.4,0.2,0,0.4,7.1,247.3,0.6
+29/11/2004,4.6,5.4,1.6,2.8,2.8,5.9,247.3,0.6
+30/11/2004,16,24.8,17.6,14,16.6,10.2,247.33,0.6
+01/12/2004,18.6,21.2,15.6,20.4,17.8,7.9,247.38,0.6
+02/12/2004,1.2,12.6,2,1.6,0.8,7.8,247.55,0.6
+03/12/2004,14.6,16.2,14.2,14.4,17.4,11.15,247.74,0.6
+04/12/2004,31.6,44.4,24.2,34.6,35.8,11.1,247.88,0.6
+05/12/2004,14.2,12.4,10.8,12.4,12.8,8.85,248.34,0.6
+06/12/2004,1.6,4.2,1.4,0.8,1.8,8.9,248.59,0.6
+07/12/2004,0.2,0,0,0,0.2,12.15,248.71,0.6
+08/12/2004,1.6,2.6,0.6,2.4,3.2,11.7,248.78,0.6
+09/12/2004,0.2,0.2,0,0,0.2,11.3,248.83,0.6
+10/12/2004,0,0,0,0,0,9.6,248.85,0.6
+11/12/2004,0,0,0,0,0,11.05,248.87,0.6
+12/12/2004,0,0,0,0,0,11.35,248.89,0.6
+13/12/2004,0.2,0,0,0,0,9.7,248.89,0.6
+14/12/2004,0.2,0,0,0,0,9.05,248.9,0.6
+15/12/2004,0.4,0,0.2,0,0,7.1,248.91,0.6
+16/12/2004,2.8,3.8,3.8,2.8,2.4,5.05,248.92,0.6
+17/12/2004,4.2,3.6,4.8,3.6,7.8,5.95,248.95,0.6
+18/12/2004,0,0.2,0.2,0.2,0.2,8.1,248.95,0.6
+19/12/2004,1.4,2,0.8,1.8,2.4,5.25,248.95,0.6
+20/12/2004,0,0.8,1.2,0,0,2.9,248.95,0.6
+21/12/2004,0,0,0,0,0,4.1,248.96,0.6
+22/12/2004,0,0,0,0,0,2.75,248.96,0.6
+23/12/2004,0,0,0,0,0,1.2,248.96,0.6
+24/12/2004,0,0,0,0,0,2.25,248.96,0.6
+25/12/2004,4.6,9,4.8,9.2,5.2,6.3,248.96,0.6
+26/12/2004,22.8,39.2,20.8,29.4,25.6,8.15,249.04,0.6
+27/12/2004,6.6,15.6,6.2,13,9.4,7.95,249.29,0.6
+28/12/2004,4,5.4,3.8,5.6,8.6,7.6,249.52,0.6
+29/12/2004,1,4.4,4.6,1.2,1,6.15,249.68,0.6
+30/12/2004,0,0,0,0,0,6.05,249.75,0.6
+31/12/2004,0,0,0,0,0,5.45,249.8,0.6
+01/01/2005,0,0,0,0,0,6.2,249.84,0.6
+02/01/2005,0,0,0,0,0,6.3,249.88,0.6
+03/01/2005,0.2,0,0,0,0,4.4,249.9,0.6
+04/01/2005,0,0,0,0,0,5.05,249.91,0.6
+05/01/2005,0,0,0,0,0,4.8,249.93,0.6
+06/01/2005,0,0,0,0,0,8.9,249.95,0.6
+07/01/2005,0.4,0.2,0.4,0.2,0.2,6.35,249.96,0.6
+08/01/2005,0,0,0,0,0,4.75,249.97,0.6
+09/01/2005,0,0,0,0,0,8.05,249.98,0.6
+10/01/2005,0,0.2,0.2,0,0.2,9.6,249.99,0.6
+11/01/2005,0,0,0,0,0,8.7,250,0.6
+12/01/2005,0,0,0,0,0,6.75,250,0.6
+13/01/2005,0,0,0,0,0,7.05,250,0.6
+14/01/2005,0.4,0.2,0.4,0.2,0.4,4.7,250,0.6
+15/01/2005,0.2,0,0.2,0,0.2,2,250,0.6
+16/01/2005,0,0,0,0,0,4.65,250,0.6
+17/01/2005,0.2,0,0,0,0,2.65,250,0.6
+18/01/2005,24.6,33.2,19.6,34,35.2,5.15,250,0.6
+19/01/2005,8.4,11.8,23.6,7,3.8,3.15,250.24,0.6
+20/01/2005,0,0,0,0,0,3.35,250.38,0.6
+21/01/2005,0,0,0,0,0,6.4,250.46,0.6
+22/01/2005,0.2,0,0.2,0,0.2,7.15,250.5,0.6
+23/01/2005,0.6,0.2,0.2,0.4,0,5.3,250.52,0.6
+24/01/2005,0,0,0,0,0.2,2.75,250.55,0.6
+25/01/2005,0.2,0,0.2,0,0,2.75,250.57,0.6
+26/01/2005,0,0,0,0,0,0.15,250.59,0.6
+27/01/2005,0,0,0.4,0,0,-0.2,250.6,0.6
+28/01/2005,0,0,0,0,0,0.9,250.62,0.6
+29/01/2005,0,0,0,0,0,-2.25,250.62,0.6
+30/01/2005,0,0,0,0,0,-1.7,250.62,0.6
+31/01/2005,0,0,0,0,0,1.1,250.62,0.6
+01/02/2005,0,0,0,0,0,4.55,250.63,0.6
+02/02/2005,0,0,0,0,0,5.2,250.64,0.6
+03/02/2005,0,0,0,0,0,4,250.64,0.6
+04/02/2005,0,0,0,0,0,5.55,250.64,0.6
+05/02/2005,0,0,0,0,0,4.5,250.64,0.6
+06/02/2005,0,0,0,0,0,2.45,250.65,0.6
+07/02/2005,0,0,0,0,0,2.35,250.65,0.6
+08/02/2005,0,0,0,0,0,3.7,250.66,0.6
+09/02/2005,0,0,0,0,0,4.55,250.66,0.6
+10/02/2005,0,0,0,0,0,4.95,250.66,0.6
+11/02/2005,0,0,0,0,0,5.9,250.66,0.6
+12/02/2005,0,0,0.2,0,0,4.95,250.66,0.6
+13/02/2005,2.2,1.6,3.6,1.4,2.2,6.3,250.66,0.6
+14/02/2005,0.2,0,0,0,0,8.05,250.66,0.6
+15/02/2005,0,0,0,0,0,5.15,250.66,0.6
+16/02/2005,0,0,0,0,0,4.35,250.66,0.6
+17/02/2005,0,0,0,0,0,3.15,250.66,0.6
+18/02/2005,0,0,0,0,0,3,250.66,0.6
+19/02/2005,0,0,0,0,0,2.8,250.66,0.6
+20/02/2005,2,0.4,0.6,2.4,2.4,3.75,250.66,0.6
+21/02/2005,5.4,5.2,3.8,6.8,10.6,2.1,250.66,0.6
+22/02/2005,13.4,2.6,9.4,8.6,6.6,1,250.67,0.6
+23/02/2005,4.8,2,1,5.2,3,1.55,250.67,0.6
+24/02/2005,10.8,5,0,10,6.2,0.6,250.68,0.6
+25/02/2005,0.2,8.6,0,0.4,20.8,1.8,250.69,0.6
+26/02/2005,0,0,0,0,0,3.55,250.7,0.6
+27/02/2005,0,0,0,0,0,1.7,250.71,0.6
+28/02/2005,0,0,0,0,0,1.6,250.72,0.6
+01/03/2005,0,0,0,0,0,-2,250.72,0.6
+02/03/2005,0,0,0,0,0,-2.9,250.72,0.6
+03/03/2005,1.2,0,4.6,0.8,0,1.7,250.72,0.6
+04/03/2005,20.2,23.6,20.4,18,23,-0.05,250.74,0.6
+05/03/2005,1.8,5,0,10.4,4.6,2.9,250.74,0.6
+06/03/2005,0,0,0,0,0,4.05,250.76,0.6
+07/03/2005,0,0.2,1.8,0,0,3.65,250.78,0.6
+08/03/2005,0,0,0,0,0,1,250.79,0.6
+09/03/2005,0,0,0,0,0,4.65,250.81,0.6
+10/03/2005,0.2,0,0,0,0.2,6.1,250.84,0.6
+11/03/2005,0,0,0.2,0.2,0.4,6.8,250.89,0.6
+12/03/2005,1.8,2,1.4,2,1.4,7.65,250.94,0.6
+13/03/2005,10,14.8,14.6,15,15.4,8.35,251.08,0.6
+14/03/2005,0,0.2,0,0,0.2,7.85,251.26,0.6
+15/03/2005,0,0,0,0,0,9.8,251.34,0.6
+16/03/2005,0,0,0,0,0,11.85,251.4,0.6
+17/03/2005,0,0,0,0,0,14.35,251.45,0.6
+18/03/2005,0,0,0,0,0,12.35,251.48,0.6
+19/03/2005,0,0.2,0,0,0,11.4,251.52,0.6
+20/03/2005,0,0.2,0,0,0,8.25,251.55,0.6
+21/03/2005,0,0,0,0,0,11,251.57,0.6
+22/03/2005,0.6,1.8,0,0.8,0.2,11.7,251.58,0.6
+23/03/2005,0.4,0.6,0,0.4,0,13.45,251.6,0.6
+24/03/2005,3.8,8.2,5,9.4,4.8,13.5,251.61,0.6
+25/03/2005,6.8,5.6,7.6,6.4,6,13.9,251.67,0.6
+26/03/2005,0,1.2,0.6,0.2,0.2,13.15,251.71,0.6
+27/03/2005,41.4,21.8,38.2,49.8,48.4,14.05,251.75,6
+28/03/2005,0,0,0,0,0,11.1,252.16,15
+29/03/2005,0.6,0,0,0,0.8,13.6,252.14,15.5
+30/03/2005,0.2,0,0,0,0,11.1,252.11,12.7
+31/03/2005,0,0,0,0,0,13.85,252.09,10.5
+01/04/2005,0,0,0,0,0,12.45,252.07,9.5
+02/04/2005,0,0,0,0,0,10.5,252.07,8.5
+03/04/2005,0,0,0,0,0,10.25,252.06,7.5
+04/04/2005,0,0,0,0,0,11.65,252.05,6.5
+05/04/2005,0,0,0,0,0,12.95,252.05,5.5
+06/04/2005,0,0,0,0,0,13.1,252.05,5.6
+07/04/2005,0,0,0,0,0,13,252.05,5.5
+08/04/2005,6.2,10.2,7.8,7,4.2,12.55,252.04,5.5
+09/04/2005,4.4,2.4,2.2,1.2,2.4,11.75,252.06,6.1
+10/04/2005,5.2,26,37.2,6,4.4,10.5,252.07,9.9
+11/04/2005,2.4,10.2,21.4,0.4,0.2,7.85,252.16,16.3
+12/04/2005,0,0,0,0,0,7.65,252.16,17
+13/04/2005,0,0,0,0,0,9.75,252.13,13.1
+14/04/2005,0,0,0,0,0,11.75,252.09,11.6
+15/04/2005,0,0,0,0,0,12.05,252.08,8.9
+16/04/2005,15,18,13,20.2,19,12.9,252.07,10.1
+17/04/2005,1,6,2.4,1.2,2.2,7.3,252.1,11.9
+18/04/2005,0,0.2,0.2,0,0.2,8.3,252.1,11.7
+19/04/2005,3.4,7.2,2,3.6,5,10.25,252.09,10
+20/04/2005,18.8,48.6,35.4,35.6,28.6,11.25,252.2,18
+21/04/2005,4,1.8,2.6,4.6,8,8.85,252.25,26.2
+22/04/2005,0.2,0,0,0,0,11.85,252.18,19.7
+23/04/2005,0,0,0,0,0,11.45,252.12,15.3
+24/04/2005,1.8,1.6,3,0.8,1,13,252.1,12
+25/04/2005,2,7.2,2.4,3.6,2.2,13.4,252.09,10.7
+26/04/2005,0,0,0,0,0,14,252.08,9.8
+27/04/2005,0,0,0,0,0,13.45,252.08,9.1
+28/04/2005,0,0,0,0,0,15.65,252.07,8.4
+29/04/2005,0,0,0,0,0,17.85,252.06,7.4
+30/04/2005,0,0,0,0,0,18.8,252.06,6.9
+01/05/2005,0,0,0,0,0,20,252.05,6.5
+02/05/2005,0,0,0,0,0,18.5,252.04,5.3
+03/05/2005,0,0,0,0,0,19.3,252.04,4.5
+04/05/2005,0,0,0,0,0,17.5,252.04,4.4
+05/05/2005,0,0,0,0,0,17.05,252.04,4.5
+06/05/2005,0,0,0,0,0,15.85,252.04,4.4
+07/05/2005,0,0,0,0,0,16.2,252.04,3.8
+08/05/2005,0,0,0,0,0,16.6,252.03,3.7
+09/05/2005,0,0,0,0,0,16.05,252.03,3
+10/05/2005,1.8,1,1.6,1,1.6,13.5,252.03,3
+11/05/2005,4.6,5.2,6.6,4,5.8,14.35,252.04,3.6
+12/05/2005,0,0,0,0,0,14.3,252.03,3
+13/05/2005,0,0.2,0,0,0,16.45,252.03,3
+14/05/2005,0.8,2.2,0.8,0.2,0,18.6,252.03,3
+15/05/2005,0.4,0,0.2,0.4,1.8,17.9,252.03,3
+16/05/2005,0,0,0,0,0,16.1,252.03,2.8
+17/05/2005,8.4,15.4,8.2,10.8,12.4,16.75,252.03,3.4
+18/05/2005,15.8,14.8,19.2,13.4,25,13.95,252.04,4.2
+19/05/2005,0,0.2,0.2,0,0.2,13.4,252.05,5.1
+20/05/2005,0,0,0,0,0,15.6,252.05,5.1
+21/05/2005,0,0,0,0,0,17.65,252.05,4.2
+22/05/2005,0,0,0,0,0,18.3,252.04,3.8
+23/05/2005,0,0,0,0,0,19.55,252.03,2.8
+24/05/2005,0,0,0,0,0,18.4,252.02,2
+25/05/2005,0,0,0,0,0,20.5,252.02,2
+26/05/2005,0,0,0,0,0,21.5,252.02,1.5
+27/05/2005,0,0,0,0,0,21.9,252.02,1.5
+28/05/2005,0,0,0,0,0,22.35,252.02,1.5
+29/05/2005,0,0,0,0,0,23.1,252.02,1.5
+30/05/2005,0,0,0,0,0,24,252.02,1.5
+31/05/2005,0,0,0,0,0,22.15,252.02,1.5
+01/06/2005,0,0,0,0,0,23.35,252.01,0.6
+02/06/2005,0,0,0,0,0,20.3,252,0.6
+03/06/2005,0,0,0,0,0,21.25,251.99,0.6
+04/06/2005,0,0,0,0,0,22.55,251.98,0.6
+05/06/2005,0,0.6,0.2,0,0,21.1,251.98,0.6
+06/06/2005,0,0,0,0,0,22.85,251.97,0.6
+07/06/2005,1.2,4.2,2,2.4,5,18.85,251.95,0.6
+08/06/2005,0,0.2,0,0,0,18.75,251.94,0.6
+09/06/2005,0.2,0.2,0.2,0.2,0,14.15,251.92,0.6
+10/06/2005,0,0,0,0,0,12.6,251.91,0.6
+11/06/2005,0,0,0,0,0,15.1,251.9,0.6
+12/06/2005,0,0,0,0,0,16.7,251.89,0.6
+13/06/2005,0,0,0,0,0,16.9,251.88,0.6
+14/06/2005,11,12,15,17.8,19.8,20,251.86,0.6
+15/06/2005,8,6.4,18.2,3.4,13,17.05,251.87,0.6
+16/06/2005,0.2,0.2,0,0,0,19.25,251.88,0.6
+17/06/2005,0,0,0,0,0,23.3,251.87,0.6
+18/06/2005,0,0,0,0,0,23.65,251.86,0.6
+19/06/2005,0,0,0,0,0,24.15,251.85,0.6
+20/06/2005,0,0,0,0,0,24.3,251.84,0.6
+21/06/2005,0,0,0,0,0,23,251.83,0.6
+22/06/2005,0,0,0,0,0,24.15,251.82,0.6
+23/06/2005,0,0,0,0,0,24.85,251.8,0.6
+24/06/2005,0,0,0,0,0,24.25,251.79,0.6
+25/06/2005,0,0,0,0,0,24.55,251.78,0.6
+26/06/2005,0,0,0,0,0,24.7,251.77,0.6
+27/06/2005,0,0,0,0,0,25.35,251.76,0.6
+28/06/2005,0,0,0,0,0,26.55,251.75,0.6
+29/06/2005,0,0,0,0,0,25.1,251.73,0.6
+30/06/2005,0,0,0,0,0,25.05,251.71,0.6
+01/07/2005,3.6,9.2,3.8,5.4,0.6,24.5,251.7,0.6
+02/07/2005,0.2,0,0,0,0,20.85,251.69,0.6
+03/07/2005,0,0,0,0,0,22.8,251.67,0.6
+04/07/2005,0,0,0,0,0,23.3,251.66,0.6
+05/07/2005,2.6,17.2,3.2,2.2,3.4,24.65,251.64,1.2
+06/07/2005,0,0,0,0,0,21.15,251.62,1.2
+07/07/2005,0,0,0.4,0,0,21.85,251.6,1.2
+08/07/2005,0,2.2,4.2,1,1.6,21.2,251.58,1.2
+09/07/2005,0.4,0,0,0,0,21.2,251.55,1.2
+10/07/2005,9.6,1.4,18.6,8.2,15.8,19.95,251.51,1.2
+11/07/2005,0,0,0.2,0,0,18.9,251.52,1.2
+12/07/2005,0,0,0,0,0.2,20.5,251.5,1.2
+13/07/2005,0,4.2,0,2,1.6,22.55,251.48,1.2
+14/07/2005,0,0,0,0,0,21.25,251.45,1.2
+15/07/2005,0,0,0,0,0,23.95,251.43,1.2
+16/07/2005,0,0,0,0,0,22.7,251.41,1.2
+17/07/2005,0,0,0,0,0,23.55,251.38,1.2
+18/07/2005,0,0.4,0,0,0.4,24.95,251.35,1.2
+19/07/2005,7,11.2,5.2,3.4,10.6,24.25,251.32,2
+20/07/2005,0,0.2,0,0,0,22.7,251.3,2
+21/07/2005,0,0.6,10,0,0,24.05,251.26,2
+22/07/2005,0.4,0,0,0,0,23.5,251.22,2
+23/07/2005,0.6,0,0.4,0,0,23.5,251.18,2
+24/07/2005,0,0,0,0,0,22.65,251.15,2
+25/07/2005,0,0,0,0,0,22.55,251.1,2
+26/07/2005,0,0,0,0,0,24.05,251.06,2
+27/07/2005,0,0,0,0,0,25.9,251.03,2
+28/07/2005,0,0,0,0,0,27.55,250.98,2
+29/07/2005,0,0,0,0,0,28.9,250.95,2
+30/07/2005,0,0,0,0,0,29.15,250.91,2
+31/07/2005,0,0,0,0,0,25.6,250.87,2
+01/08/2005,0,0,0,0,0,21.9,250.82,2
+02/08/2005,0,2.2,0,0,0,24.55,250.78,2.5
+03/08/2005,18.4,21.4,16.6,10.2,15.8,24.2,250.73,2.5
+04/08/2005,1,1.4,0.8,3.2,4.2,20.5,250.7,2.5
+05/08/2005,0,0,0,0,0,21.15,250.65,2.5
+06/08/2005,0,0,0,0,0,20.75,250.6,2.5
+07/08/2005,0,0,0,0,0,22,250.55,2.5
+08/08/2005,0,0,0,0,0,20.95,250.5,2.5
+09/08/2005,0,0,0,0,0,18.95,250.45,2.5
+10/08/2005,0,0,0,0,0,21.75,250.4,2.5
+11/08/2005,6.4,22.4,11.2,6.2,10.4,23,250.35,2.5
+12/08/2005,1.6,1,0.4,0.4,0.4,21.5,250.31,2
+13/08/2005,0,0,0,0,0,21.1,250.27,2
+14/08/2005,0,0,0,0,0,22.2,250.23,2
+15/08/2005,26,1.4,20,16.4,15.8,22.4,250.2,2
+16/08/2005,0,0,0,0,0,16.95,250.18,2
+17/08/2005,0,0,0,0,0,19.9,250.15,2
+18/08/2005,0,0,0,0,0,22.35,250.1,2.5
+19/08/2005,0,0,0,0,0,22.8,250.05,2.5
+20/08/2005,4.2,3.4,1.8,2.2,5,23.1,250,2.5
+21/08/2005,10.2,10.6,29.2,10.8,18,20.2,249.96,2.5
+22/08/2005,0,0.8,0.2,0,0.2,16.9,249.94,2.5
+23/08/2005,0,0.2,0,0,0,17.45,249.89,2.5
+24/08/2005,0,0,0,0,0,20.1,249.84,2.5
+25/08/2005,0,0,0,0,0,21.3,249.79,2.5
+26/08/2005,0,0,0,0,0,20.65,249.74,2.5
+27/08/2005,2.8,2.2,1.6,3.4,0.4,20.65,249.7,2.5
+28/08/2005,18.6,26.2,20.4,19.8,25.8,22.3,249.68,2.5
+29/08/2005,0,0,0,0,0,34,249.66,2.5
+30/08/2005,0,0,0,0,0,23.35,249.62,2.5
+31/08/2005,0,0,0,0,0,24.55,249.58,2.5
+01/09/2005,0,0,0,0,0,23.65,249.53,2.5
+02/09/2005,0,0,0,0,0,23.15,249.48,2.5
+03/09/2005,0,0,0,0.2,0.8,25.1,249.43,2.5
+04/09/2005,0,0,0,0.2,0,24,249.38,2.5
+05/09/2005,0,0,0,0,0,22.5,249.34,2.5
+06/09/2005,0,0,0,0,0,20.45,249.29,2.5
+07/09/2005,0.4,0.6,0,0.6,1.4,21.05,249.25,2.5
+08/09/2005,5.2,12.6,4.8,7.2,8.2,19.35,249.2,2.5
+09/09/2005,34,14.6,31.2,17,19.6,20.1,249.16,2.5
+10/09/2005,0,0.2,0,0,0,18.05,249.15,2.5
+11/09/2005,7.4,3.8,7.8,14,15.6,18.65,249.11,2.5
+12/09/2005,0.2,1,0.2,0.6,0.8,19.6,249.07,2.5
+13/09/2005,0.2,0,0,0,0,18.15,249.03,2.5
+14/09/2005,0,0,0,0,0,21.55,248.98,2.5
+15/09/2005,0,0,0,0,0,19.75,248.94,2.5
+16/09/2005,0,0,0,0,0,20.25,248.89,2.5
+17/09/2005,11.2,13.2,14.4,8.6,12,19.35,248.85,2.5
+18/09/2005,20.2,22.4,19,18.4,20.6,17.3,248.83,2.5
+19/09/2005,0.4,0,0.2,0.2,0.4,13.25,248.79,2.5
+20/09/2005,0,0,0,0,0,15.35,248.75,2.5
+21/09/2005,0,0,0,0,0,16.65,248.7,2.5
+22/09/2005,0,0,0,0,0,16.05,248.65,2.5
+23/09/2005,0,0,0,0,0,16.95,248.6,2.5
+24/09/2005,0,0,0,0,0,16.75,248.56,2.5
+25/09/2005,0.2,0,0,0,0,17.7,248.51,2.5
+26/09/2005,0,0,0.2,0,0,18.35,248.46,2
+27/09/2005,0,0,0,0,0,18.8,248.43,2
+28/09/2005,0,0,0,0,0,19.15,248.39,2
+29/09/2005,1,0.8,0.2,0.2,0.8,18.45,248.37,0.5
+30/09/2005,0,0.2,0,0,0,16.7,248.37,0.5
+01/10/2005,0,0,0,0,0,16.6,248.36,0.5
+02/10/2005,29.4,15.6,25.2,23.8,33.6,15.15,248.34,0.5
+03/10/2005,6.8,9.6,6,9,9,13.05,248.37,0.5
+04/10/2005,1,0.8,1.4,0.4,0.4,11.75,248.38,0.5
+05/10/2005,19.2,24.4,22,21.6,15.8,14.4,248.38,0.5
+06/10/2005,1.4,1.6,1,0.8,1,13.45,248.42,0.5
+07/10/2005,1.8,2.4,2.6,1.2,2,16,248.43,0.5
+08/10/2005,6.6,17.2,21.4,10,17.4,16.05,248.43,0.5
+09/10/2005,0,0,0,0,0,14.15,248.45,0.5
+10/10/2005,0,0,0,0,0,16.35,248.46,0.5
+11/10/2005,0,0,0,0,0,15.15,248.46,0.5
+12/10/2005,0.2,0,0,0,0,15.35,248.45,0.5
+13/10/2005,0,0,0,0,0,13.6,248.44,0.5
+14/10/2005,0,0,0.2,0,0,15.9,248.44,0.5
+15/10/2005,0.2,0,0,0,0,17.55,248.44,0.5
+16/10/2005,0.2,0,0,0,0,14.05,248.43,0.5
+17/10/2005,0.2,0,0,0,0,15.8,248.43,0.5
+18/10/2005,0,0,0,0,0,13.65,248.43,0.5
+19/10/2005,32.2,42.4,29,36,43.4,13.6,248.42,0.5
+20/10/2005,28.6,22.4,27.2,27.8,27.6,11.55,248.66,0.5
+21/10/2005,10.2,5,5.8,4.2,6.4,13.15,248.73,0.5
+22/10/2005,1,4.2,1.2,1.4,1.2,15.4,248.76,0.6
+23/10/2005,0.2,0.2,0,0,0,17.1,248.78,0.6
+24/10/2005,0,0,0,0,0,16.65,248.78,0.6
+25/10/2005,0.2,0.2,0,0,0.2,16.3,248.78,0.6
+26/10/2005,0,0,0,0,0,16.55,248.77,0.6
+27/10/2005,0.2,0.4,0.4,0,0.2,15.25,248.76,0.6
+28/10/2005,0.2,0.6,0.2,0.2,0.2,15.05,248.76,0.6
+29/10/2005,0.2,0.2,0.4,0,0.2,13.75,248.75,0.6
+30/10/2005,0.4,0.2,0.2,0,0,13.2,248.75,0.6
+31/10/2005,0,0,0,0,0,13.9,248.74,0.6
+01/11/2005,12.4,20.6,17.4,15.8,13.4,15.1,248.72,0.6
+02/11/2005,0,0,0,0.2,0,14.65,248.76,0.6
+03/11/2005,0,0,0.2,0,0,14.35,248.76,0.6
+04/11/2005,0,0,0,0,0,14.25,248.76,0.6
+05/11/2005,23.2,36.4,30.6,20.8,17.8,14.85,248.76,0.6
+06/11/2005,47.2,41.8,46.4,49,53.2,15,249.12,0.6
+07/11/2005,0.4,0,0.2,0.2,0.4,13.7,249.55,0.6
+08/11/2005,0,0,0,0,0,13.8,249.61,0.6
+09/11/2005,0.2,0,0,0,0,12.5,249.64,0.6
+10/11/2005,0.2,0.2,0.2,0,0.2,13.2,249.66,0.6
+11/11/2005,0.4,0,0,0,0,14.55,249.67,0.6
+12/11/2005,0.2,0,0.2,0,0,12.55,249.68,0.6
+13/11/2005,0.2,0,0.2,0.2,0,10.15,249.68,0.6
+14/11/2005,0.2,0,0,0,0,11.35,249.68,0.6
+15/11/2005,5.4,6.4,6.8,7,7.6,11.1,249.69,0.6
+16/11/2005,0.2,0.4,0.8,0.6,0.2,9.85,249.7,0.6
+17/11/2005,4.2,5.8,5.4,5,6.4,9.7,249.71,0.6
+18/11/2005,0,0,0,0,0,8.65,249.71,0.6
+19/11/2005,0.4,0,0.2,0,0,7.75,249.7,0.6
+20/11/2005,0.2,0,0,0.2,0,4.05,249.7,0.6
+21/11/2005,0,0.4,0.2,0,0,3.8,249.69,0.6
+22/11/2005,0,0,0.2,0,0,4.25,249.69,0.6
+23/11/2005,0.6,1,2.2,0,0.2,3.65,249.68,0.6
+24/11/2005,0.4,0.6,3.2,0.2,0,0.95,249.68,0.6
+25/11/2005,19.2,47.4,29,49.8,37.4,-1,249.67,0.6
+26/11/2005,38,47.4,37.6,31,34.8,2.3,250.01,0.6
+27/11/2005,12.4,7.6,13.6,7.8,10.4,6.8,250.71,0.6
+28/11/2005,9.2,13,12.4,18.2,16.8,3.4,250.96,0.6
+29/11/2005,14.2,23.6,14.2,15.8,16.4,2.1,251.13,2
+30/11/2005,4.2,5,2.8,5,6.6,4.5,251.49,4.5
+01/12/2005,0,0,0,0.2,0,4.85,251.57,5.2
+02/12/2005,0.4,1,0.4,0.4,0.4,2.6,251.59,5.2
+03/12/2005,20.2,16.4,13,11.2,8.4,5.95,251.65,5.2
+04/12/2005,8.6,7.6,4.8,4.4,5,11,251.8,5.2
+05/12/2005,24,24,25.6,28.8,37,10.35,251.85,12
+06/12/2005,7,9.6,5.2,9.6,10.4,8.3,252.15,23.8
+07/12/2005,1.2,1,1,0.2,0,5.8,252.13,22.6
+08/12/2005,9.4,11,8.4,8,12,4.35,252.09,18.5
+09/12/2005,5.8,9.6,15.8,5.2,7.2,1.85,252.09,18.6
+10/12/2005,0,0,0,0,0,5.8,252.09,17.1
+11/12/2005,0,0,0.2,0,0,3.75,252.03,11.4
+12/12/2005,7.6,9.2,7.2,10.8,17.8,3.35,251.99,8.7
+13/12/2005,0.2,0,0,0,1.8,4.25,251.98,8.1
+14/12/2005,0.2,0.4,0,0,0,6.7,251.96,7.4
+15/12/2005,0,0,0,0,0,5.55,251.93,7.2
+16/12/2005,0,0,0,0,0,2.55,251.87,5.5
+17/12/2005,4.4,2.4,3.8,2.4,2,4.25,251.89,3.9
+18/12/2005,0.2,1.2,1.6,0,1.6,5.6,251.89,4.2
+19/12/2005,0,0,0,0,0,0.85,251.89,4.4
+20/12/2005,0,0,0,0,0,-0.8,251.87,4.3
+21/12/2005,0,0,0,0,0,3.9,251.87,4.2
+22/12/2005,0.2,0,0,0,0,3.7,251.85,4.1
+23/12/2005,0,0,0.2,0,0.2,2.3,251.84,4
+24/12/2005,0.6,0,0.2,0,0.2,3.7,251.84,4
+25/12/2005,13.4,14,13.2,14.8,21,2.6,251.84,3.9
+26/12/2005,5,9.8,7.2,8.4,7.8,6.05,251.88,3.6
+27/12/2005,6.8,7.6,3.8,3.8,7.6,5.35,251.95,4.5
+28/12/2005,0.2,0.2,0,0,0.2,3.45,252,6
+29/12/2005,3.6,0.6,3.6,3.4,3.2,1.45,251.98,6
+30/12/2005,0,1.6,1.4,0.6,1.6,-2.9,251.95,5.4
+31/12/2005,13,20,14.2,16.8,20.2,-3.05,251.93,5.4
+01/01/2006,19.4,18.2,17.4,12.8,18.6,4,252.12,16.8
+02/01/2006,0.4,1.6,0.4,0.2,0,6.25,252.16,24.6
+03/01/2006,0,0,0,0,0,5.3,252.08,17.6
+04/01/2006,0,0,0,0,0,6.35,252.04,11.1
+05/01/2006,0,0,0,0,0,3.85,251.98,7.4
+06/01/2006,0.2,0,0,0,0,3.65,251.94,6.3
+07/01/2006,0,0,0,0,0,5.55,251.89,5.8
+08/01/2006,0,0,0,0,0,6.3,251.86,5.4
+09/01/2006,0,0,0,0,0,3.6,251.82,5.1
+10/01/2006,0,0.2,0,0,0,2.25,251.8,4
+11/01/2006,0,0,0,0,0,4.5,251.8,3.3
+12/01/2006,0,0,0,0,0,7.1,251.8,3.4
+13/01/2006,0,0,0,0,0,6.2,251.8,3.5
+14/01/2006,0.2,0,0,0,0,3.75,251.79,3.7
+15/01/2006,0,0,0,0,0,4.55,251.78,3.8
+16/01/2006,0,0,0,0,0,2.6,251.77,3.6
+17/01/2006,41.8,40.2,33.4,37.4,52.4,2.65,251.77,8.4
+18/01/2006,23.8,30.4,16.4,21,43,4.15,252.28,35.8
+19/01/2006,0,0.2,0,0,0.2,5.15,252.21,33.6
+20/01/2006,0.2,0,0.2,0.2,0,6,252.05,17.5
+21/01/2006,0.4,2,1.2,0.6,1.2,6.25,252,10
+22/01/2006,0,0,0,0.2,0,4.8,251.95,7
+23/01/2006,0,0,0,0,0,4.25,251.89,6.1
+24/01/2006,0,0,0,0,0,0,251.84,5.3
+25/01/2006,0,0,0,0,0,-1.35,251.8,4.9
+26/01/2006,1,0,1,2.2,0,0.25,251.78,4.7
+27/01/2006,5,21.6,5.4,7.4,9.6,1.35,251.78,4.5
+28/01/2006,0.2,0,0.2,0.4,0.6,5,251.78,4.5
+29/01/2006,1,1,0.2,0.8,1.6,8.45,251.77,4.5
+30/01/2006,0,0.2,0.2,0,0.2,8.6,251.76,4.6
+31/01/2006,0,0,0,0,0,9.4,251.75,4.6
+01/02/2006,0,0,0,0,0,12.2,251.74,4.1
+02/02/2006,0,0,0,0,0,10.75,251.72,3.6
+03/02/2006,0,0,0,0,0,10,251.7,3.7
+04/02/2006,0,0,0,0,0,8,251.68,3.7
+05/02/2006,0,0,0,0,0,7.7,251.66,3.5
+06/02/2006,0,0,0,0,0,2.25,251.64,2.9
+07/02/2006,0,0,0,0,0,1.45,251.63,2.2
+08/02/2006,3.8,3.8,2.8,2.6,4.8,3.7,251.63,2.2
+09/02/2006,0.2,0.2,0,0.2,0.2,2.6,251.64,2.3
+10/02/2006,0.2,0,0.2,0.2,0,4.9,251.63,2.3
+11/02/2006,0,0,0,0,0,5,251.62,2.5
+12/02/2006,0,0,0,0,0,4.25,251.61,2.6
+13/02/2006,0,0,0,0,0,3.85,251.6,2.6
+14/02/2006,0,0,0,0,0,4.25,251.59,2.6
+15/02/2006,5.6,13,5.2,5.2,8.4,4.9,251.58,2
+16/02/2006,11.6,23.8,10.8,14.4,25.6,6.35,251.61,2.8
+17/02/2006,0.8,1.8,0.6,0.4,0.8,9.65,251.81,4.6
+18/02/2006,0.2,2.2,1,0,0,9.75,251.85,5.2
+19/02/2006,1.6,3.2,1.6,0,0.4,10.7,251.83,5.1
+20/02/2006,20,22.2,19,17.8,22,9.95,251.88,6.3
+21/02/2006,9.6,15.8,10.8,9.2,10,8,251.93,8
+22/02/2006,6.8,11.8,8.4,5.4,6,6.6,251.96,8.8
+23/02/2006,0.2,0.4,0.4,0.2,0.2,6.15,251.97,8.2
+24/02/2006,1,2.6,3.6,2,3.6,6.1,251.94,7
+25/02/2006,1.4,0,0.4,0.4,1,4.45,251.91,6.9
+26/02/2006,0,0.2,0,0,0,4.75,251.88,6.5
+27/02/2006,0,0,0,0,0,5.3,251.83,6.2
+28/02/2006,1.8,0,0.4,1.4,0.4,4.8,251.8,5.8
+01/03/2006,5.2,0,1.6,0.2,6.6,3.45,251.77,5.7
+02/03/2006,1,1.4,2.6,1.8,1.2,3.1,251.73,4.5
+03/03/2006,20.4,13.8,15.2,27.6,26.2,4.05,251.75,5.4
+04/03/2006,0.2,1.4,0.2,0,0,7.8,252,7.7
+05/03/2006,25.8,29.8,20,34,30.6,10.65,252,18.9
+06/03/2006,0,0.4,0.4,0.6,0.8,6.85,252.15,26
+07/03/2006,0,0,0,0,0,4.1,252.06,16.1
+08/03/2006,0,0,0,0,0,3.45,251.97,9.8
+09/03/2006,3,1.8,3,3,4.2,5.7,251.9,7.3
+10/03/2006,15.6,25.6,18.6,18,15,6.9,251.88,8.8
+11/03/2006,0.2,0.8,0.4,0.2,1.8,6.95,252.03,12.1
+12/03/2006,0.2,0.2,1,0,0,4.75,251.99,11
+13/03/2006,0,0,0,0,0,4.45,251.93,8
+14/03/2006,0,0,0,0,0,5.6,251.97,7.4
+15/03/2006,0,0,0,0,0,6.3,251.92,5.2
+16/03/2006,2.6,3.8,2.8,2.2,2.4,8.7,251.86,3.3
+17/03/2006,0,0,0.2,0,0,6.2,251.87,3.6
+18/03/2006,0.2,0,0,0,0,6.9,251.87,3.9
+19/03/2006,0,0,0,0,0,8.65,251.87,4.1
+20/03/2006,1.6,1,1.2,1.2,2,8.55,251.87,4.5
+21/03/2006,8.6,19.4,10.2,14.8,16.6,9.25,251.87,5
+22/03/2006,10.6,6.6,10.8,9.4,10.6,9.95,251.95,5.9
+23/03/2006,0,0,0,0,0.6,9.2,252,4.5
+24/03/2006,2.2,4,2.4,2.4,3.4,9.9,252.05,9.8
+25/03/2006,0.2,0,0,0,0,8.15,252.01,8.3
+26/03/2006,0,0,0,0,0,10.65,252.01,4.3
+27/03/2006,0,0,0,0,0,12.4,252.02,4.8
+28/03/2006,0,1.6,1,0.2,1.4,13.35,252.02,5.3
+29/03/2006,0,0,0,0,0,11.05,252.01,6.1
+30/03/2006,0,0,0,0,0,12.05,251.98,6.2
+31/03/2006,0,0,0,0,0,12.3,251.94,3.3
+01/04/2006,0,0,0,0,0,12.75,251.95,2.2
+02/04/2006,0,0,0,0,0,14.55,251.97,2.6
+03/04/2006,0,8.8,2.8,0.4,2,15.25,251.98,2.1
+04/04/2006,0.2,0,0,0,0.2,12.5,252,1.2
+05/04/2006,1.4,5,2.4,1.4,1.8,14.2,252.02,2.3
+06/04/2006,1.8,6.8,1,0.6,2.4,12.7,252.03,3.7
+07/04/2006,0,0,0,0,0,9.55,252.05,4.3
+08/04/2006,0,0,0,0,0,9.4,252.05,4.9
+09/04/2006,0,0,0,0,0,11.45,252.05,4.9
+10/04/2006,0.2,2.4,0.2,0.6,2.4,14.45,252.05,5
+11/04/2006,2.2,2.6,1.4,1.2,4.6,13.9,252.05,5
+12/04/2006,0.2,0.6,0.8,0.2,0.4,8.3,252.05,5
+13/04/2006,0.2,0,0,0,0,10.7,252.05,5
+14/04/2006,0,0,0,0,0,12.2,252.05,5
+15/04/2006,0.6,0.6,0.2,0,1.4,14.55,252.05,5
+16/04/2006,0.4,0.2,0.6,0.4,0.8,14.95,252.05,5
+17/04/2006,0,0.2,0,0.2,0.2,12.05,252.05,5
+18/04/2006,0.8,3,1.2,0.2,2.4,16,252.05,5
+19/04/2006,0,0,0.2,0,0,12.85,252.05,5
+20/04/2006,2,0.6,0,0,3.6,13.25,252.05,5
+21/04/2006,5.4,8,1.6,0,0.2,14.95,252.05,5
+22/04/2006,0.2,0,0,0,0,15,252.05,5
+23/04/2006,0,0,0,0,0,15.6,252.05,5
+24/04/2006,0,0,0,0,0,15.9,252.05,5
+25/04/2006,0,3.6,2,2.6,2.2,18.65,252.05,5
+26/04/2006,2,6.4,0.6,0.2,2.4,19.4,252.05,5
+27/04/2006,1.6,0.6,1,0.2,0.6,15.85,252.05,5
+28/04/2006,0.8,2.2,0.8,1.8,0.8,15.2,252.05,5
+29/04/2006,8.2,15,13,5.6,4,15.3,252.05,5
+30/04/2006,0.2,0.2,0,0.2,0.2,14.6,252.05,5
+01/05/2006,0.6,0,0,0.4,0.4,12.4,252.05,5
+02/05/2006,0,1.4,0,0,0.2,14.55,252.05,5
+03/05/2006,0,0,0,0,0,17.25,252.05,5
+04/05/2006,0,0,0,0,0,17.75,252.05,5
+05/05/2006,0,0,0,0,0,17.75,252.05,5
+06/05/2006,0,0,0,0,0,15.9,252.04,4.4
+07/05/2006,0,0,0,0,1.4,15.6,252.03,3.8
+08/05/2006,0,0,0,0,0,15.7,252.03,4.4
+09/05/2006,42,30.8,45,54.6,56,14.85,252.12,14.1
+10/05/2006,0,0,0,0,0,12.1,252.13,16.7
+11/05/2006,0,0,0,0,0.4,14.9,252.1,11.3
+12/05/2006,0,0,0,0,0,15.5,252.06,7.2
+13/05/2006,1,2,2.4,0.2,2.6,16.6,252.05,5
+14/05/2006,4.4,5.4,5,3.4,6.2,15.8,252.06,5.6
+15/05/2006,0.2,0,0,0,0.2,15.45,252.05,4.8
+16/05/2006,0,0,0,0,0,18.5,252.04,4.5
+17/05/2006,0,0,0,0,0,18.6,252.03,3
+18/05/2006,0,0,0,0,0,17.8,252.03,2.4
+19/05/2006,0,0,0,0,0,20.65,252.02,2.1
+20/05/2006,0,0,0,0,0,19.3,252.01,0.6
+21/05/2006,0,0,0,0,0,17.4,252,0.6
+22/05/2006,0,0,0,0,0,17.7,252,0.6
+23/05/2006,2.4,6.2,2.6,1.4,3.6,21.8,252,0.6
+24/05/2006,10,8.6,10,6.6,9.8,18.35,252.01,0.6
+25/05/2006,0,0.2,0,0,0,16,252,0.6
+26/05/2006,0,0,0,0,0,16.75,252,0.6
+27/05/2006,0,0,0,0,0,19.35,251.99,0.6
+28/05/2006,0,0,0,0,0,19.6,251.99,0.6
+29/05/2006,0,0,0,0,0,19.9,251.98,0.6
+30/05/2006,29,19.8,25.6,23.2,23.4,17.3,251.98,0.6
+31/05/2006,0.4,0.2,0,0.2,0.8,8.65,252,0.6
+01/06/2006,2.2,2.8,9,1.6,5.2,13.1,252,0.6
+02/06/2006,0,0.6,1.4,0,0,13.55,251.99,0.6
+03/06/2006,0,0.2,0.8,0,1,12.75,251.99,0.6
+04/06/2006,0,0,0,0,0,13.45,251.98,0.6
+05/06/2006,0.8,2.6,3,1.4,0.8,16.25,251.98,0.6
+06/06/2006,10.4,5.4,27,0,6.8,16.3,251.98,0.6
+07/06/2006,0,0,0,0,0,14.9,251.97,0.6
+08/06/2006,0,0,0,0,0,14.6,251.97,0.6
+09/06/2006,0,0,0,0,0,16.15,251.97,0.6
+10/06/2006,0,0,0,0,0,15.45,251.96,0.6
+11/06/2006,3.4,1.2,0.8,0.2,1.8,18.2,251.95,0.6
+12/06/2006,0,0,0,0,0,18.25,251.94,0.6
+13/06/2006,0,0,0,0,0,17.8,251.93,0.6
+14/06/2006,0,0,0,0,0,20.35,251.92,0.6
+15/06/2006,0,0,0,0,0,19.5,251.91,0.6
+16/06/2006,0,0,0,0,0,20.75,251.9,0.6
+17/06/2006,0,0,0,0,0,20.5,251.89,0.6
+18/06/2006,0,0,0,0,0,22.2,251.88,0.6
+19/06/2006,0,0,0,0,0,23.5,251.87,0.6
+20/06/2006,0,0,0,0,0,23.1,251.86,0.6
+21/06/2006,0,0,0,0,0,25,251.85,0.6
+22/06/2006,0,0,0,0,0,24.05,251.85,0.6
+23/06/2006,0,0,0,0,0,24,251.84,0.6
+24/06/2006,0,0,0,0,0,24,251.83,0.6
+25/06/2006,0,0,0,0,0,26.75,251.82,0.6
+26/06/2006,0,0,0,0,0,26.45,251.81,0.6
+27/06/2006,0,0,0,0,0,26.05,251.8,0.6
+28/06/2006,0,0,0,0,0,25.75,251.79,0.6
+29/06/2006,0,0.2,0,0,0,27.2,251.78,0.6
+30/06/2006,0,0,0,0,0,25,251.75,1
+01/07/2006,0,0,0,0,0,25.9,251.73,1
+02/07/2006,0,0,0,0,0,26.6,251.71,1
+03/07/2006,0,0,0,0,0,24.85,251.69,1.5
+04/07/2006,0,0,0,0,0,24.35,251.67,1.5
+05/07/2006,0,0,0,0,0,24.2,251.64,1.5
+06/07/2006,0.2,0.8,0,0,0,25.05,251.61,1.5
+07/07/2006,8.8,10.4,9.4,12.6,13,22.95,251.58,1.5
+08/07/2006,0,0,0,0,0,21.4,251.57,1.5
+09/07/2006,0,0,0,0,0,22.85,251.55,1.5
+10/07/2006,0,0,0,0,0,24.7,251.52,1.5
+11/07/2006,0,0,0,0,0,26.8,251.49,1.5
+12/07/2006,0,0,0,0,0,27.35,251.46,1.5
+13/07/2006,0,0,0,0,0,25.85,251.43,2
+14/07/2006,0,0,0,0,0,27.4,251.39,2
+15/07/2006,0,0,0,0,0,27.65,251.35,2
+16/07/2006,0,0,0,0,0,26.8,251.31,2
+17/07/2006,0,0,0,0,0,24.55,251.27,2
+18/07/2006,0,0,0,0,0,24.9,251.22,2.5
+19/07/2006,0,0,0,0,0,24,251.18,2.5
+20/07/2006,0,0,0,0,0,26,251.13,2.5
+21/07/2006,0,0,0,0,0,27.7,251.08,2.5
+22/07/2006,0,0,0,0,0,27.25,251.03,2.5
+23/07/2006,0,3.8,0,0,0,27.15,250.99,2.5
+24/07/2006,0,26.2,0,0,12,27.85,250.94,2.5
+25/07/2006,1.6,1.6,0,3.4,1.2,27.05,250.9,2.5
+26/07/2006,0,2.4,0,0,0,27,250.86,2.5
+27/07/2006,0,0.6,0.4,0,0,26.95,250.82,2.5
+28/07/2006,0,0,0,0,0,26.25,250.78,2.5
+29/07/2006,0,0.2,0.4,0,0,25.6,250.71,2.5
+30/07/2006,0,0,0,0,0,23.8,250.67,2.5
+31/07/2006,0,0,0,0,0,26.05,250.63,2.5
+01/08/2006,0,0,0,0,0,27.4,250.57,2.5
+02/08/2006,0,3.6,0.8,0,0,25.1,250.53,2.5
+03/08/2006,0.6,1.6,4,2.6,1,23.8,250.48,2.5
+04/08/2006,0,0,0,0,0,19.2,250.43,2.5
+05/08/2006,0,0,0,0,0,19.05,250.38,2.5
+06/08/2006,0,0.2,0,0,0,20.55,250.33,2.5
+07/08/2006,0,0,0,0,0,22.25,250.27,2.5
+08/08/2006,0,0,0.2,0,0.2,21.95,250.22,2.5
+09/08/2006,2.4,0,2.4,0.6,0.4,21,250.18,2.5
+10/08/2006,0,0,0,0,1.8,22.05,250.13,2.5
+11/08/2006,0,1.6,0.8,0.4,0.4,21,250.08,2.5
+12/08/2006,26.8,108.6,34.8,20.4,25.2,20.05,250.05,2.5
+13/08/2006,0.4,0,0.2,0,0.2,15.25,250.07,2.5
+14/08/2006,8.6,9.6,12.2,11,16,19.45,250.03,2.5
+15/08/2006,0,0,0,0,0,18.05,250.01,2.5
+16/08/2006,0,0,0,0,0,20.25,249.97,2.5
+17/08/2006,2.6,0.4,2.8,0,0,22.7,249.92,2.5
+18/08/2006,0.2,0.4,0,0,0,24.5,249.87,2.5
+19/08/2006,1.4,0.4,1.6,0.2,0.4,22.15,249.83,2.5
+20/08/2006,0.2,0,0,0,0.6,24.35,249.79,2.5
+21/08/2006,0,0,0,0,0.2,20.9,249.75,2.5
+22/08/2006,0,0,0,0,0,21.5,249.71,2.5
+23/08/2006,0,0,0,0,0,21.75,249.67,2.5
+24/08/2006,0,0,0,0,0,21.65,249.62,2.5
+25/08/2006,0.2,0,0.6,0.6,0,21.65,249.57,2.5
+26/08/2006,0,0,0,0,0,20.3,249.53,2.5
+27/08/2006,4.2,6.6,4.2,2.8,6.2,20.5,249.48,2.5
+28/08/2006,0.2,0,0,0,0,19.6,249.43,2.5
+29/08/2006,0,0.8,1.2,0,0.8,21,249.38,2.5
+30/08/2006,10.2,2.8,5.2,3.8,11.6,19.05,249.36,2.5
+31/08/2006,0,0,0,0,0,16.75,249.31,2.5
+01/09/2006,0,0,0,0,0,19.25,249.26,2.5
+02/09/2006,0,0,0,0,0,19.5,249.21,2.5
+03/09/2006,0,0,0,0,0,19.85,249.16,2.5
+04/09/2006,0,0,0,0,0,21,249.11,2.5
+05/09/2006,0,0,0,0,0,21.85,249.06,2.5
+06/09/2006,0,0,0,0,0,23.5,249.01,3
+07/09/2006,0,0,0,0,0,25.25,248.96,3
+08/09/2006,1.4,5.4,2.4,0,0,24.45,248.9,3
+09/09/2006,0,0,0.2,0,0,24.65,248.85,3
+10/09/2006,0,0,0,0,0,21.15,248.78,3
+11/09/2006,0,0,0,0,0,21.75,248.71,3
+12/09/2006,0,0,0,0,0,23.1,248.65,3.5
+13/09/2006,0.2,0,0,0,0,22.1,248.6,3.5
+14/09/2006,9.2,20.8,7,9.4,17,22.55,248.52,3.5
+15/09/2006,23.4,37,21.8,14.2,23.2,20.3,248.5,3.5
+16/09/2006,26.4,59.4,53.8,26.4,33.6,20.55,248.46,3.5
+17/09/2006,6.4,8.2,23.4,2.6,11.8,18.7,248.54,2.7
+18/09/2006,0.2,0.2,0.6,0,0,17.1,248.55,2.4
+19/09/2006,0,0.4,0.2,0,0,19.05,248.53,2.4
+20/09/2006,0,0,0.2,0,0,18.9,248.49,2.4
+21/09/2006,0,0,0.2,0,0,20.8,248.44,2.4
+22/09/2006,0.2,0,0,0,0,20.6,248.4,2.5
+23/09/2006,0,0,0,0,0,21.85,248.35,2.5
+24/09/2006,0,0,0,0,0,19.85,248.3,2.5
+25/09/2006,2.6,12.4,4.6,3.8,5.8,19.75,248.25,2.5
+26/09/2006,1.2,2.6,4,1,4.4,16.7,248.21,2.5
+27/09/2006,0,0,0,0,0,18.75,248.17,2.5
+28/09/2006,0,0,0,0,0,19.5,248.12,2.5
+29/09/2006,0,0,0,0,0,18.85,248.08,2.5
+30/09/2006,0,0,0,0,0,17.8,248.03,2.4
+01/10/2006,0,0,0,0,0,18.35,247.97,2.4
+02/10/2006,0,0,0,0,0,19.8,247.94,2.4
+03/10/2006,0,0,0,0,0,20,247.91,2.4
+04/10/2006,0,0,0,0,0,20.4,247.87,2.4
+05/10/2006,0,0,0,0,0,16.85,247.83,2.4
+06/10/2006,0,0,0,0,0,17.55,247.77,2.4
+07/10/2006,8.2,10.6,8.6,7.6,12,15.2,247.73,2.4
+08/10/2006,0.2,0,0.2,0,0,14.15,247.7,2.4
+09/10/2006,0,0,0,0,0,17.2,247.65,2.4
+10/10/2006,0.2,0,0,0,0,17.65,247.6,2.4
+11/10/2006,0,0,0,0,0,19,247.55,2.4
+12/10/2006,0,0,0,0,0,17.2,247.5,2.4
+13/10/2006,0.2,0,0,0,0,17.5,247.45,2.4
+14/10/2006,0,0,0,0,0,18.35,247.41,2.4
+15/10/2006,0,0,0,0,0,16.9,247.36,2.4
+16/10/2006,0,0,0,0,0,15.3,247.31,2.4
+17/10/2006,0,0,0,0,0,14.8,247.26,2.4
+18/10/2006,0,0,0,0,0,11.35,247.21,2.4
+19/10/2006,9,11.2,7,8.4,14,14.2,247.16,2.4
+20/10/2006,15,15.6,14.8,15.8,11.8,14.65,247.15,2.4
+21/10/2006,4.8,4.8,4,3.2,4.4,14.75,247.12,2.4
+22/10/2006,0.2,0,0.2,0.2,0,15,247.08,2.4
+23/10/2006,0,1.2,0,0,0.6,16.9,247.05,2.4
+24/10/2006,0,0.2,0,0,0.2,17.75,247.01,2.4
+25/10/2006,0,0,0,0,0,18.25,246.96,2.4
+26/10/2006,0.2,0,0,0,0,16.85,246.91,2.4
+27/10/2006,0.2,0,0.2,0,0,17.75,246.87,2.4
+28/10/2006,0,0,0,0,0,18.35,246.81,2.4
+29/10/2006,0.2,0,0,0,0,17.75,246.76,2.4
+30/10/2006,0.2,0,0.2,0,0.2,16.55,246.72,2.4
+31/10/2006,0,0,0,0,0,15.2,246.67,2.4
+01/11/2006,1.8,2.6,1.6,0.6,2.4,14.85,246.62,2.4
+02/11/2006,0,1,0.2,0,0,11.85,246.58,2.4
+03/11/2006,0,0,0,0,0,6.3,246.5,2.4
+04/11/2006,0,0,0,0,0,5.65,246.46,2.4
+05/11/2006,0,0,0,0,0,7.25,246.41,2.4
+06/11/2006,0,0,0,0,0,9.5,246.36,2.5
+07/11/2006,0,0,0.2,0,0.2,11.8,246.31,1.5
+08/11/2006,0.2,1.4,0,0,0,12.15,246.29,1.5
+09/11/2006,0,0,0.4,0,0.8,12.35,246.27,1.5
+10/11/2006,0,0,0,0,0,13.15,246.23,1.5
+11/11/2006,0,0,0,0,0,10.35,246.2,1.5
+12/11/2006,0.6,0,0.6,0,1,9.4,246.18,1.5
+13/11/2006,0.2,0,0,0,0,11.35,246.14,1.5
+14/11/2006,0,0,0,0,0,11.55,246.11,1.5
+15/11/2006,2.4,14.2,3.2,2.2,4.2,11.85,246.09,1.5
+16/11/2006,0.4,4.4,1.2,3.6,2.6,12.15,246.06,1.5
+17/11/2006,0,0,0,0.2,0,13.3,246.04,1.5
+18/11/2006,9.4,10.8,9,6.6,12.6,15.15,246.01,1.5
+19/11/2006,0.2,0.2,1,0.2,1,13.6,245.99,1.5
+20/11/2006,27.2,32.6,30.4,21.2,32.2,10.75,246.01,2.5
+21/11/2006,32.6,34.4,26.2,21.2,43.4,10.15,246.06,2.5
+22/11/2006,13.6,17.6,21,15.4,19,9.6,246.41,2.5
+23/11/2006,0.2,0,0,0,0.2,6.95,246.51,2.5
+24/11/2006,0.2,1.6,1.2,0.2,1,8.45,246.51,2.5
+25/11/2006,0.2,0.4,0,0.2,0,11.8,246.49,2.5
+26/11/2006,0,0,0,0,0,13.7,246.45,2.5
+27/11/2006,0.4,0,0.2,0,0.2,11.55,246.41,2.5
+28/11/2006,0.2,0.2,0.2,0.2,0.2,11.1,246.37,2.5
+29/11/2006,0.2,0,0.2,0,0,10.3,246.33,2.5
+30/11/2006,0.2,0,0,0,0,10.8,246.29,2.5
+01/12/2006,0.2,0,0,0,0,11.35,246.24,2.5
+02/12/2006,0.2,0,0,0,0.2,8.9,246.2,2.5
+03/12/2006,0,2,0.2,0,0.2,7.65,246.16,2.5
+04/12/2006,8.8,16.8,12.8,7,16.2,9.5,246.13,2.4
+05/12/2006,0,0.6,0,0,0.4,13,246.12,2.4
+06/12/2006,2,7.6,1.4,2.2,5.4,13.75,246.09,2.4
+07/12/2006,7.6,10.6,7,6,5.8,13.95,246.08,2.4
+08/12/2006,2.8,0.4,2,0,0.2,13.95,246.08,2.4
+09/12/2006,50.4,70.6,41.6,38.2,54.6,11.65,246.48,2.4
+10/12/2006,1.2,0.2,0.2,0.2,0.6,9,247.06,2.4
+11/12/2006,0.2,0,0,0,0,9.35,247.14,2.4
+12/12/2006,0.4,0,0.2,0,0.2,6.1,247.15,2.4
+13/12/2006,0,0,0,0,0,5.6,247.14,2.4
+14/12/2006,0,0,0,0,0,10,247.13,2.4
+15/12/2006,0,0,0,0,0,10.1,247.1,2.4
+16/12/2006,0,0,0,0,0,10.3,247.08,2.4
+17/12/2006,0.2,2,0,0,0,10,247.06,2.4
+18/12/2006,2.2,0.4,0.4,0,0.4,9.85,247.03,2.4
+19/12/2006,0,1,0.6,0,0.2,7.85,246.99,2.4
+20/12/2006,0,0,0.2,0,0,5.1,246.95,2.4
+21/12/2006,1.2,3.2,3,0.2,0.4,4.4,246.91,2.4
+22/12/2006,0,0,0,0,0,5.5,246.88,2.4
+23/12/2006,0,0,0,0,0,5.5,246.84,2.4
+24/12/2006,0,0,0,0,0,6.25,246.79,2.4
+25/12/2006,0,0,0,0,0,9.75,246.77,2.4
+26/12/2006,0,0,0,0,0,10.45,246.72,2.4
+27/12/2006,0.2,0,0,0,0,6.4,246.68,2.4
+28/12/2006,0,0,0,0,0,5.35,246.65,2.4
+29/12/2006,0,0,0,0,0,4.9,246.6,2.4
+30/12/2006,2,3.4,2.6,2.2,5,7.85,246.56,2.4
+31/12/2006,2,2.4,1.6,2.2,5.6,8.2,246.53,2.4
+01/01/2007,8.2,25.6,8.4,5,16.6,11.7,246.5,2.4
+02/01/2007,1,5,2.6,2.6,5,10.25,246.58,1
+03/01/2007,0,0,0,0,0,8.2,246.63,1
+04/01/2007,0.2,0.8,0,0,0.4,7.15,246.65,1
+05/01/2007,0.2,0,0,0,0,4.45,246.65,1
+06/01/2007,0.2,0,0,0,0,7.65,246.65,1
+07/01/2007,1,2.6,1.6,1,2.6,6.9,246.66,1
+08/01/2007,16.2,10.8,9,8.6,28,9.5,246.67,1
+09/01/2007,0.8,0.4,0.6,0,1.8,10.45,246.75,1
+10/01/2007,0,0.6,0.2,0,0.2,9.05,246.78,1
+11/01/2007,0,0.2,0,0,0,8.95,246.78,1
+12/01/2007,0,0,0,0,0,11.8,246.78,1
+13/01/2007,0.2,0.4,0.2,0,0.4,11.3,246.78,1
+14/01/2007,0,0,0,0,0,8.25,246.78,1
+15/01/2007,0.2,0,0,0,0,9.2,246.78,1
+16/01/2007,0,1.6,0,0,0,11.15,246.78,1
+17/01/2007,0,2.4,0,0,0,7.65,246.79,0.6
+18/01/2007,0.2,2.6,0.8,0.2,2,10.5,246.79,0.6
+19/01/2007,0,0.2,0,0,0,11.6,246.79,0.6
+20/01/2007,0,0.2,0,0,0.2,11.45,246.79,0.6
+21/01/2007,0.2,0.4,0.2,0,0.2,11.3,246.79,0.6
+22/01/2007,0,0,0,0,0,12.7,246.8,0.6
+23/01/2007,9.6,15.6,10.2,15.2,16.6,12.7,246.8,0.6
+24/01/2007,13.2,27.4,11,17.6,17,8.7,246.92,0.6
+25/01/2007,5.8,12,7,9.6,8,2.75,247.21,0.6
+26/01/2007,0,0,0.2,0.2,0.2,4.25,247.33,1.1
+27/01/2007,0,0,0,0,0,3.1,247.4,1.1
+28/01/2007,0.2,0,0.2,0,0.2,4.15,247.43,1.1
+29/01/2007,0,0,0,0,0,4.75,247.47,0.6
+30/01/2007,0.2,0,0.2,0.2,0.2,6.15,247.48,0.6
+31/01/2007,0.2,0,0,0,0,6.1,247.51,0.6
+01/02/2007,0,0,0,0,0,6.05,247.54,0.6
+02/02/2007,0.2,0,0,0,0,9.4,247.55,0.6
+03/02/2007,0,0,0,0,0,9.25,247.56,0.6
+04/02/2007,0,0,0,0,0,9.55,247.58,0.6
+05/02/2007,0,0,0,0,0,6.95,247.59,0.6
+06/02/2007,3,11.6,2.6,6,8.6,7.3,247.61,0.6
+07/02/2007,18.2,26,14.2,12,28.6,8.8,247.64,0.6
+08/02/2007,15.4,17,9,10.6,19,8.5,247.85,0.6
+09/02/2007,9.6,9.4,8.8,9.2,15.4,10.1,248.16,0.6
+10/02/2007,0,0,0,0,0,9.4,248.4,0.6
+11/02/2007,0,0,0,0,0,10.25,248.48,0.6
+12/02/2007,25.4,44.4,29,33.6,38.6,10.95,248.54,0.6
+13/02/2007,0.8,0.4,0.6,0.4,0.6,9.3,249.11,0.6
+14/02/2007,0,0,0,0,0,11,249.31,0.6
+15/02/2007,5.4,9.6,7.2,10.6,15.6,10.1,249.41,0.6
+16/02/2007,0.2,0,0,0.2,0.2,7.45,249.57,0.6
+17/02/2007,0,0,0,0,0,11.25,249.66,0.6
+18/02/2007,0,0,0,0,0,9.4,249.72,0.6
+19/02/2007,0,0,0,0,0,7.65,249.77,0.6
+20/02/2007,0,0,0,0,0,9.2,249.82,0.6
+21/02/2007,4.8,1.8,4.6,1.2,2.2,10.7,249.84,0.6
+22/02/2007,0,0.2,0.2,0.4,0.2,11.65,249.88,0.6
+23/02/2007,0.2,0,0.2,0,0,8.45,249.9,0.6
+24/02/2007,4.2,1.2,4,4.6,9.8,10.85,249.92,0.6
+25/02/2007,23.2,36.6,22.6,25.4,41.8,10.4,249.96,0.6
+26/02/2007,0.2,0.4,0,0.2,0,9.9,250.38,2.2
+27/02/2007,0.2,0,0.2,0,0,8.7,250.48,2.2
+28/02/2007,0.8,4.2,0.8,0,1.2,10.05,250.51,2.2
+01/03/2007,0,0.6,0.4,0,0,9.4,250.54,2.2
+02/03/2007,0,0,0.2,0,0,12,250.55,2.2
+03/03/2007,0,0.4,0,0,0.4,12.9,250.56,2.2
+04/03/2007,0,0,0,0,0,12.65,250.56,2.2
+05/03/2007,0,0,0,0,0,14.15,250.56,2.2
+06/03/2007,0,0.2,0,0,0,13.75,250.56,2.2
+07/03/2007,6.4,11.4,1.8,8.8,13.2,11.6,250.56,2.2
+08/03/2007,0,0,0,0,0,9.65,250.58,2.2
+09/03/2007,0,0,0,0,0,11.65,250.58,2.2
+10/03/2007,0.2,0,0,0,0,11.7,250.58,0.6
+11/03/2007,0,0,0,0,0,11.25,250.59,0.6
+12/03/2007,0,0,0,0,0,9.25,250.61,0.6
+13/03/2007,0,0,0,0,0,12.6,250.62,0.6
+14/03/2007,0,0,0,0,0,15.3,250.63,0.6
+15/03/2007,0,0,0,0,0,15.8,250.64,0.6
+16/03/2007,0,0,0,0,0,14.6,250.65,0.6
+17/03/2007,0,0,0,0,0,14.1,250.65,0.6
+18/03/2007,0,0,0,0,0,12.8,250.66,0.6
+19/03/2007,13.6,23.2,11.4,15,19.6,13,250.68,0.6
+20/03/2007,12.2,11.8,14.8,17.6,15.8,6.7,250.76,1.2
+21/03/2007,3.2,15.8,8.8,2.2,4.4,3.2,250.89,2.2
+22/03/2007,0,0,0,0,0,7,250.95,2.2
+23/03/2007,0,0,0,0,0,6.5,250.98,2.2
+24/03/2007,2,0.8,0.6,0.4,1,6.9,250.99,2.2
+25/03/2007,0.6,3.2,0.6,0,1,8.25,251,2.2
+26/03/2007,2.2,2.8,3.8,0,0.2,6.6,251.01,2.2
+27/03/2007,1.2,4.8,7.4,0.2,1.2,7.95,251.02,2.2
+28/03/2007,0,0,0,0,0,8.45,251.04,2.35
+29/03/2007,4,4.6,2.8,3.4,4.4,9.7,251.07,2.45
+30/03/2007,3.8,12,3,8.8,7.4,9.65,251.08,2.2
+31/03/2007,0.2,0,0,0,0,7.65,251.1,2.2
+01/04/2007,0,0.2,0,0,0.2,11.25,251.12,2.2
+02/04/2007,0,0,0,0,0,14.25,251.14,2.2
+03/04/2007,1.2,10,0.2,0,0.8,15.3,251.14,2.2
+04/04/2007,0.2,0.2,0.2,0,0.8,14.3,251.14,2.2
+05/04/2007,0,0,0,0,0,11.6,251.14,2.2
+06/04/2007,0,0,0,0,0,12.7,251.13,2.2
+07/04/2007,0,0,0,0,0,14.2,251.12,2.2
+08/04/2007,0,0,0,0,0,13.2,251.11,2.2
+09/04/2007,0,0,0,0,0,13.6,251.1,2.2
+10/04/2007,0,0,0,0,0,13.15,251.08,1.2
+11/04/2007,0,0,0,0,0,14.3,251.08,0.6
+12/04/2007,0,0,0,0,0,17.75,251.09,0.6
+13/04/2007,0,0,0,0,0,19.65,251.1,0.6
+14/04/2007,0,0,0,0,0,20.5,251.1,0.6
+15/04/2007,0,0,0,0,0,20.3,251.11,0.6
+16/04/2007,0,0,0,0,0,20.45,251.11,0.6
+17/04/2007,0,0,0,0,0,19,251.11,0.6
+18/04/2007,0,0,0,0,0,15.8,251.11,0.6
+19/04/2007,0,0,0,0,0,16.15,251.11,0.6
+20/04/2007,0,0,0,0,0,17.8,251.11,0.6
+21/04/2007,0,0,0,0,0,18.4,251.11,0.6
+22/04/2007,0,0,0,0,0,18.55,251.11,0.6
+23/04/2007,0,0,0,0,0,19.35,251.11,0.6
+24/04/2007,0,0,0,0,0,18.9,251.11,0.6
+25/04/2007,0,0,0,0,0,19.05,251.11,0.6
+26/04/2007,0,0,0,0,0,19.45,251.11,0.6
+27/04/2007,0,0,0,0,0,16.85,251.1,0.6
+28/04/2007,0,0,0,0,0,16.85,251.09,0.6
+29/04/2007,0,0,0,0,0,17.55,251.08,0.6
+30/04/2007,1.8,7.8,6.8,1,2.4,17,251.07,0.6
+01/05/2007,0.4,1,0,0.6,0.2,14.6,251.06,0.6
+02/05/2007,5.6,9.8,6,10,23.4,16.65,251.05,0.6
+03/05/2007,3,5.8,4.6,3.4,4.8,13.85,251.06,0.6
+04/05/2007,20.2,30.6,21.6,23.2,24.8,14.85,251.07,0.6
+05/05/2007,9.2,7.2,6.2,7,8.4,13.45,251.11,0.6
+06/05/2007,4.6,1.4,0.2,0.2,0,14.15,251.14,0.6
+07/05/2007,0,0,0,0,0.2,14,251.15,0.6
+08/05/2007,0,0,0,0,0,16.95,251.15,0.6
+09/05/2007,0,0,0,0,0,17.7,251.15,0.6
+10/05/2007,0,0,0,0,0,17.6,251.15,0.6
+11/05/2007,0,0,0,0,0,19.5,251.15,0.6
+12/05/2007,0,0,0,0,0,18.85,251.14,0.6
+13/05/2007,0,0,0,0,0,18.45,251.13,0.6
+14/05/2007,0,0,0,0,0,20.2,251.12,0.6
+15/05/2007,0,0,0,0,0,20.4,251.11,0.6
+16/05/2007,0,0,0,0,0,15,251.1,0.6
+17/05/2007,0,0,0,0,0,16.25,251.09,0.6
+18/05/2007,0,0,0,0,0,16.15,251.08,0.6
+19/05/2007,0,0,0,0,0,15.8,251.07,0.6
+20/05/2007,0,0,0,0,0,18.4,251.06,0.6
+21/05/2007,0,0,0,0,0,19.85,251.05,0.6
+22/05/2007,0,0,0,0,0,21.2,251.04,0.6
+23/05/2007,0,0,0,0,1.4,23.7,251.03,0.6
+24/05/2007,0,0,0,0,0,25.2,251.02,0.6
+25/05/2007,2.4,12.2,0.8,4,3.6,23.9,251.01,0.6
+26/05/2007,0.2,0,0,0,0.2,23,251,0.6
+27/05/2007,1.6,1.8,2,0.4,1.6,20.95,250.99,0.6
+28/05/2007,19,17.8,13.4,21.4,27.8,18.4,250.98,0.6
+29/05/2007,3,9.8,2.4,6,2.6,12.95,251.01,0.6
+30/05/2007,0,0,0,0,0,14.6,251.01,0.6
+31/05/2007,0,0.2,0.4,0,0,15.85,251,0.6
+01/06/2007,10.8,8.4,9.4,11.2,13,17,250.99,0.6
+02/06/2007,5.4,12.2,15,14.4,34.2,13.9,250.99,0.6
+03/06/2007,0,0,0,0.2,0,15.4,251.01,0.6
+04/06/2007,0,0,0,0,0,19.15,251.02,0.6
+05/06/2007,1.6,1.2,1.2,0,0.6,20.95,251.01,0.6
+06/06/2007,2.8,3.4,3.4,0.6,5.2,20.05,251.01,0.6
+07/06/2007,23.6,10.8,15,20.6,3.2,18.05,251.01,0.6
+08/06/2007,0,0.2,0,0.2,0,18.1,251.01,0.6
+09/06/2007,0,0,0,0,0,20.85,251.01,0.6
+10/06/2007,0,0,0,0,0,21.8,251,0.6
+11/06/2007,0,0,0,0,0,21.3,251,0.6
+12/06/2007,0,0.6,0,0,0,20.5,250.99,0.6
+13/06/2007,0,0.2,0,0,0,20.15,250.98,0.6
+14/06/2007,0,0,0,0,0,20.35,250.97,0.6
+15/06/2007,1.6,0,11.6,0,1.8,23.05,250.96,0.6
+16/06/2007,0,0,0,0,0,21.6,250.95,0.6
+17/06/2007,0,0,0,0,0,20.2,250.94,0.6
+18/06/2007,0,0,0,0,0,22,250.94,0.6
+19/06/2007,0,0,0,0,0,22.7,250.93,0.6
+20/06/2007,0,0,0,0,0,26.3,250.92,0.6
+21/06/2007,0,0,0,0,0,25.35,250.91,0.6
+22/06/2007,0,0,0,0,0,23.15,250.9,0.6
+23/06/2007,0,0,0,0,0,22.5,250.88,0.6
+24/06/2007,0,0,0,0,0,20,250.86,0.6
+25/06/2007,0,0,0,0,0,23.65,250.85,0.6
+26/06/2007,0.2,0,0,0,0,24.45,250.83,0.6
+27/06/2007,0,0,0,0,0,19.3,250.81,0.6
+28/06/2007,0,0,0,0,0,18.55,250.8,0.6
+29/06/2007,0,0,0,0,0,18.8,250.78,0.6
+30/06/2007,0,0,0,0,0,20.35,250.76,0.6
+01/07/2007,0,0,0,0,0,22.1,250.75,0.6
+02/07/2007,0,0,0,0,0,22.9,250.74,1.3
+03/07/2007,0,0,0,0,0,20.7,250.71,2
+04/07/2007,0,1,0.8,0,0,21.65,250.67,2
+05/07/2007,0,0,0,0,0,18.05,250.62,2
+06/07/2007,0,0,0,0,0,19.55,250.57,1.8
+07/07/2007,0,0,0,0,0,21.2,250.55,1.5
+08/07/2007,0,0,0,0,0,22.95,250.52,1.5
+09/07/2007,0,0,0,0,0,24.5,250.49,1.5
+10/07/2007,0.6,3.8,1.2,0,0,22.8,250.45,1.5
+11/07/2007,0,0,0,0,0,19.25,250.42,1.5
+12/07/2007,0,0,0,0,0,18.7,250.39,1.6
+13/07/2007,0,0,0,0,0,20.5,250.35,2
+14/07/2007,0,0,0,0,0,22.4,250.31,2
+15/07/2007,0,0,0,0,0,25.2,250.27,2
+16/07/2007,0,0,0,0,0,26.45,250.24,2
+17/07/2007,0,0,0,0,0,26.75,250.2,2
+18/07/2007,0,0,0,0,0,26.95,250.16,2
+19/07/2007,0,0,0,0,0,28.05,250.12,2.2
+20/07/2007,0,0,0,0,0,27.75,250.07,2.5
+21/07/2007,0,0,0,0,0,26.85,250.02,2.5
+22/07/2007,0,0,0,0,0,25.75,249.97,2.5
+23/07/2007,0,0,0,0,0,23.3,249.93,2.5
+24/07/2007,0.2,0,0,0,0.6,26.4,249.88,2.5
+25/07/2007,0,0,0,0,0,21.55,249.83,2.5
+26/07/2007,0,0,0,0,0,25.95,249.78,2.5
+27/07/2007,0,0,0,0,0,25.65,249.73,2.5
+28/07/2007,0,0,0,0,0,24.25,249.68,2.5
+29/07/2007,0,0,0,0,0,24.9,249.63,2.5
+30/07/2007,0,0,0,0,0,26,249.59,2.5
+31/07/2007,0,0,0,0,0,24.75,249.53,2.5
+01/08/2007,0,0,0,0,0,21.2,249.48,2.7
+02/08/2007,0,0,0,0,0,22.8,249.42,2.8
+03/08/2007,1.8,4.8,1.8,1.6,1.6,24,249.36,2.8
+04/08/2007,0,0,0,0,0,22.2,249.29,2.8
+05/08/2007,0,0,0,0,0,22.65,249.25,2.8
+06/08/2007,0,0,0,0,0,22.7,249.2,2.8
+07/08/2007,0,0,0,0,0,24.1,249.15,2.8
+08/08/2007,25.8,20.8,19,23.4,52.6,23.85,249.09,2.8
+09/08/2007,0,0.2,0.2,0,0.2,21,249.07,2.8
+10/08/2007,1.2,0.8,1.8,4.2,5.2,19.55,249.02,2.8
+11/08/2007,1.4,2,1.4,0.8,1,19.45,248.95,2.8
+12/08/2007,0,0,0,0,0,21.45,248.9,2.8
+13/08/2007,0.2,0,0,0,2,21.55,248.86,2.8
+14/08/2007,0,0,0,0,0,21.7,248.82,2.8
+15/08/2007,0,0,0,0,0,22.25,248.76,2.8
+16/08/2007,0,0,0,0,0,22.75,248.7,2.8
+17/08/2007,0,0,0,0,0,24,248.64,2.8
+18/08/2007,0,0,0,0,0,21.55,248.59,2.8
+19/08/2007,0,0,0,0,0,20.5,248.55,2.8
+20/08/2007,16.6,17.8,20.4,21.8,19,20.95,248.51,2.8
+21/08/2007,2.6,4.8,2.2,2.2,3.6,18.25,248.48,2.8
+22/08/2007,0.2,1.2,0.2,0.2,0.4,19,248.43,2.8
+23/08/2007,19.2,23.4,22.6,18,28,20.9,248.37,2.8
+24/08/2007,0.4,0.2,0.4,0.2,0.4,17.65,248.37,2.8
+25/08/2007,0.2,0,0,0,0,20.95,248.32,2.8
+26/08/2007,0,0,0,0,0,25.85,248.27,2.8
+27/08/2007,0,0,0,0,0,26.65,248.22,2.8
+28/08/2007,0,0,0,0,0,25.65,248.17,2.8
+29/08/2007,0,0,0,0,0,25.4,248.12,2.8
+30/08/2007,0,0,0,0,0,25.05,248.06,2.8
+31/08/2007,0.8,0,0,0,0,24.45,248.01,2.8
+01/09/2007,0,0,0,0,0,20.75,247.96,2.8
+02/09/2007,0,0,0,0,0,21.75,247.9,2.8
+03/09/2007,0,0,0,0,0,20.85,247.84,2.8
+04/09/2007,23,4,14.8,15.2,35.6,18.75,247.8,2.7
+05/09/2007,0,0,0,0,0,14.05,247.77,2.7
+06/09/2007,0,0,0,0,0,14.15,247.71,2.7
+07/09/2007,0,0,0,0,0,15.8,247.66,2.7
+08/09/2007,0,0,0,0,0,17.9,247.61,2.7
+09/09/2007,0,0,0,0,0,19.4,247.56,2.7
+10/09/2007,0,0,0,0,0,19,247.5,2.7
+11/09/2007,0,0,0,0,0,21.15,247.45,2.7
+12/09/2007,0,0,0,0,0,19.75,247.39,2.7
+13/09/2007,0,0,0,0,0,20,247.33,2.7
+14/09/2007,0,0,0,0,0,19.65,247.28,2.8
+15/09/2007,0,0,0,0,0,20.2,247.22,3.2
+16/09/2007,0,0.2,0,0,3.8,20.65,247.16,3.2
+17/09/2007,22.8,11.4,33.4,18,25,22,247.12,3
+18/09/2007,18.4,10.2,18.6,10,25.2,21.7,247.08,2.7
+19/09/2007,0,0,0,0,0,19.75,247.06,2.7
+20/09/2007,0,0,0,0,0,16.4,247.01,2.7
+21/09/2007,0.2,0,0,0,0,17.3,246.95,2.7
+22/09/2007,0,0,0,0,0,19.15,246.9,2.7
+23/09/2007,0,0,0,0,0,19.45,246.85,2.7
+24/09/2007,0,0,0,0,0,18.8,246.8,2.7
+25/09/2007,0,0,0,0,0,19.8,246.74,2.7
+26/09/2007,2.8,2.8,1.4,3.4,6.4,19.25,246.69,2.7
+27/09/2007,29,39.6,30.2,22.4,35.2,15.1,246.64,2.45
+28/09/2007,14.6,12.4,12,10.8,18,11.9,246.68,1.8
+29/09/2007,0,0,0,0,0,12.85,246.66,1.5
+30/09/2007,0,0,0,0,0,16.15,246.64,1.5
+01/10/2007,0.2,0,0,0,0,19.45,246.62,1.79
+02/10/2007,0.2,0,0,0,0,19.8,246.57,2
+03/10/2007,0.2,0,0,0,0,20.1,246.54,2
+04/10/2007,0,0,0,0,0,20.75,246.5,2
+05/10/2007,0,0,0,0,0,18.9,246.46,2
+06/10/2007,3,1.4,2,0.2,2,20.15,246.42,2
+07/10/2007,0,0,0,0,0,17.95,246.38,2
+08/10/2007,0,0,0,0,0,16.3,246.34,2
+09/10/2007,0,0,0,0,0,17.55,246.29,2
+10/10/2007,0,0,0,0,0,16.55,246.25,2
+11/10/2007,0,0,0,0,0,15.65,246.21,2
+12/10/2007,0,0,0,0,0,15.3,246.17,2.07
+13/10/2007,0,0,0,0,0,17.25,246.12,2.4
+14/10/2007,0,0,0,0,0,16.75,246.07,2.4
+15/10/2007,0,0,0,0,0,14.6,246.02,2.4
+16/10/2007,0,0,0,0,0,13.9,245.97,2.45
+17/10/2007,0.2,0,0,0,0,14.15,245.91,2.6
+18/10/2007,1.4,5.4,2.8,0.2,0,14.8,245.86,2.6
+19/10/2007,0,0.2,0,0,0,13,245.81,2.6
+20/10/2007,3.2,2.4,5.4,0.2,2.6,10.65,245.77,2.6
+21/10/2007,2.2,6.2,7.4,2,3,7.55,245.72,2.6
+22/10/2007,0.6,0.4,2.2,0,0,6.8,245.67,2.6
+23/10/2007,0,0,0,0,0,9.55,245.63,2.25
+24/10/2007,9.8,16,8.2,8,14,11.15,245.58,2
+25/10/2007,3.6,3.4,2,2.6,4.2,9.85,245.55,2
+26/10/2007,25.4,47.2,24.2,21.6,26.6,12.4,245.53,1.79
+27/10/2007,0.2,0,0,0.2,0.2,13.6,245.53,1.5
+28/10/2007,0.2,0,0,0,0,14.35,245.52,1.5
+29/10/2007,0.2,0,0,0,0,13.9,245.49,1.5
+30/10/2007,19.8,27.2,21.2,18.8,24,15.35,245.47,1.5
+31/10/2007,2.2,3.2,1.8,1.2,2.2,11.35,245.51,1.5
+01/11/2007,0,0,0,0,0,12.05,245.48,1.5
+02/11/2007,0,0,0,0,0,10.9,245.46,1.5
+03/11/2007,0,0,0,0,0,13.35,245.43,1.5
+04/11/2007,0,0,0,0,0,12.3,245.4,1.5
+05/11/2007,0.2,0,0,0,0,13.6,245.37,1.39
+06/11/2007,0,0,0,0,0,12,245.34,1.5
+07/11/2007,0,0,0,0,0,8.9,245.31,1.5
+08/11/2007,0,0,0,0,0,11.6,245.28,1.5
+09/11/2007,7,12.4,9,3,6.6,12.1,245.26,1.5
+10/11/2007,0,0,0,0,0,8.65,245.23,1.5
+11/11/2007,0,0,0,0,0,8.7,245.2,1.5
+12/11/2007,0,0,0,0,0,13.15,245.17,1.77
+13/11/2007,0,0,0,0,0,11.5,245.13,1.5
+14/11/2007,9.6,7.8,10.2,6.8,12.8,11.2,245.11,1.5
+15/11/2007,0.2,0.4,0.2,0,0,5.45,245.08,1.5
+16/11/2007,0,0,0,0,0,6.65,245.06,1.5
+17/11/2007,0,0,0,0,0,4.85,245.01,1.5
+18/11/2007,0,0,0,0,0,3.95,244.98,1.5
+19/11/2007,0,0,0,0,0,4.55,244.95,1.5
+20/11/2007,0.2,0,0,0,0,5.55,244.92,1.5
+21/11/2007,0,0.6,0,0,0.2,6.65,244.89,1.5
+22/11/2007,1.8,4,1.2,1.2,2.6,7.8,244.87,1.5
+23/11/2007,0.4,0.6,0.2,0.6,0.4,11.7,244.84,1.5
+24/11/2007,8.4,18,9,8.6,11,16.8,244.82,1.5
+25/11/2007,2,3.6,3.4,3.4,3.4,13,244.8,1.5
+26/11/2007,0.2,0.2,0.2,0,0.4,10.55,244.78,1.5
+27/11/2007,0.4,0,0.2,0,0.2,9.1,244.76,1.5
+28/11/2007,0,0,0,0,0,12.35,244.73,1.5
+29/11/2007,0,0,0,0,0,12.7,244.71,1.5
+30/11/2007,0,0,0,0,0,5.85,244.67,1.5
+01/12/2007,2.4,3,2.4,1.6,4,6.75,244.64,1.5
+02/12/2007,1.6,2,1.4,1.8,3.2,10.55,244.62,1.5
+03/12/2007,10.2,22.8,9,13.8,14.4,17.65,244.61,1.5
+04/12/2007,0.4,0,0,0,0.2,12.65,244.66,1.5
+05/12/2007,0,0,0,0,0,9,244.66,1.5
+06/12/2007,0.2,0,0,0,0,6.7,244.64,1.5
+07/12/2007,6.2,5.8,3.6,5.2,9,8.35,244.62,1.5
+08/12/2007,24.8,36,45,16.2,24.2,6.25,244.66,1.5
+09/12/2007,13.2,14.8,12.4,12.6,18.4,6.25,244.84,1.5
+10/12/2007,0.2,0,0,0.2,0,4.55,244.97,1.5
+11/12/2007,0.2,0,0.2,0,0,5.8,244.99,1.5
+12/12/2007,0.2,0,0,0,0,7.4,244.98,1.5
+13/12/2007,0,0,0,0,0,8.95,244.98,1.5
+14/12/2007,0,0,0,0,0,7.15,244.96,1.5
+15/12/2007,0,0.4,0.2,0,0.2,4.5,244.94,1.5
+16/12/2007,1.8,0.6,4,0.2,1,1.6,244.92,1.5
+17/12/2007,0,0,0.2,0,0,2.35,244.9,1.5
+18/12/2007,0,0,0,0,0,1.75,244.87,0.9
+19/12/2007,0,0,0,0,0,2.35,244.87,0.6
+20/12/2007,0,0,0,0,0,6.05,244.85,0.6
+21/12/2007,0,0,0,0,0,6.5,244.84,0.6
+22/12/2007,0.4,0.6,0.4,0,0.6,4.7,244.84,0.6
+23/12/2007,4.8,2.2,4.2,3.8,5.8,5.15,244.84,0.6
+24/12/2007,0.4,0,0.2,0,0.8,6.4,244.84,0.6
+25/12/2007,0,0,0,0,0,7.65,244.84,0.6
+26/12/2007,0,0,0,0,0,6.35,244.84,0.6
+27/12/2007,0,0,0,0,0,6.35,244.82,0.6
+28/12/2007,0,0,0,0,0,6.05,244.82,0.6
+29/12/2007,0,0,0,0,0,6.35,244.8,0.6
+30/12/2007,0.2,0,0,0,0,5.5,244.79,0.6
+31/12/2007,0,0,0,0,0,3.8,244.78,0.6
+01/01/2008,0,0,0,0,0,6.3,244.77,0.6
+02/01/2008,0,0,0,0,0,5.8,244.76,0.6
+03/01/2008,5.8,1.4,3.6,6,1.6,3.6,244.77,0.6
+04/01/2008,4.6,6.4,4.6,1.2,10.2,2.8,244.76,0.6
+05/01/2008,6,14.8,6.8,8.4,12.2,5.6,244.76,0.6
+06/01/2008,14.6,13.8,12.4,7.8,14.6,7.2,244.85,0.6
+07/01/2008,0.4,0.8,1,0.2,1.2,9.55,245.07,0.6
+08/01/2008,0,0,0,0,0.4,8.8,245.12,0.6
+09/01/2008,0.4,0.6,0,0.4,0.8,7.8,245.15,0.6
+10/01/2008,0.2,0.6,0.6,0.2,0.2,6.8,245.16,0.6
+11/01/2008,8.2,9,9.4,8.4,11.2,8.35,245.18,0.6
+12/01/2008,30.6,24.6,31.8,15,27.8,10.5,245.24,0.6
+13/01/2008,3.2,0,1.2,0.2,2.4,7.15,245.7,0.6
+14/01/2008,0.6,0.2,0.4,0.4,0.4,7.5,245.81,0.6
+15/01/2008,11.8,15.8,12.4,12.8,19.4,6.25,245.86,0.6
+16/01/2008,23,32.2,23.4,18.8,26.6,5.95,246.07,0.6
+17/01/2008,11.6,11.8,11.4,12.4,15.2,7.65,246.83,0.6
+18/01/2008,0,0,0,0,0,7.05,247.15,0.6
+19/01/2008,0.2,0,0.2,0,0.4,6.95,247.26,0.6
+20/01/2008,0,0,0,0,0,7.25,247.33,0.6
+21/01/2008,0.2,0,0,0,0,7.5,247.38,0.6
+22/01/2008,0.4,0,0.4,0,2.2,9.05,247.41,0.6
+23/01/2008,0,0,0,0,0,8.7,247.44,0.6
+24/01/2008,0,0,0,0,0,6.9,247.45,0.6
+25/01/2008,0,0,0,0,0,6.95,247.45,0.6
+26/01/2008,0,0,0,0,0,9.1,247.47,0.6
+27/01/2008,0,0,0,0,0,10.5,247.48,0.6
+28/01/2008,0.2,0,0,0,0,5.6,247.49,0.6
+29/01/2008,0.2,0,0,0,0,10.2,247.5,0.6
+30/01/2008,2.4,5,2.4,1.2,2.6,9.85,247.51,0.6
+31/01/2008,2.6,1.8,2,1.2,2.2,9.6,247.52,0.6
+01/02/2008,2,0.8,1.6,1.4,2.4,7.05,247.53,0.6
+02/02/2008,2.6,9.6,2,2.2,1.4,7.8,247.54,0.6
+03/02/2008,17.4,21.6,14,14.6,21.2,8.4,247.55,0.6
+04/02/2008,12.6,16.2,12.8,10.6,17.8,6.7,247.68,0.6
+05/02/2008,0,0,0.2,0.2,0.2,9.3,247.93,0.6
+06/02/2008,0.2,0,0,0,0.2,6.3,248.03,0.6
+07/02/2008,0,0,0,0,0.2,7.35,248.09,0.6
+08/02/2008,0,0,0,0,0,9.85,248.12,0.6
+09/02/2008,0,0,0,0,0,7,248.15,0.6
+10/02/2008,0,0,0,0,0,6.65,248.17,0.6
+11/02/2008,0,0,0,0,0,7.1,248.18,0.6
+12/02/2008,0,0,0,0,0,5.25,248.2,0.6
+13/02/2008,0,0,0,0,0,6.15,248.21,0.6
+14/02/2008,0,0,0,0,0,5.55,248.21,0.6
+15/02/2008,0,0,0,0,0,5.95,248.21,0.6
+16/02/2008,0,0,0,0,0,6.85,248.22,0.6
+17/02/2008,0,0,0,0,0,2.85,248.23,0.6
+18/02/2008,0,0,0,0,0,2.1,248.23,0.6
+19/02/2008,0,0,0,0,0,3.9,248.23,0.6
+20/02/2008,0,0,0,0,0,5.6,248.24,0.6
+21/02/2008,0,0,0,0,0,8.2,248.25,0.6
+22/02/2008,0,0,0,0,0,9.75,248.25,0.6
+23/02/2008,0,0,0,0,0,10.1,248.25,0.6
+24/02/2008,0,0,0,0,0,8.6,248.25,0.6
+25/02/2008,0,0,0,0,0,11,248.25,0.6
+26/02/2008,0.4,0,0.2,0,0.8,11.4,248.25,0.6
+27/02/2008,3,1.2,4.6,1.2,7.8,10.45,248.25,0.6
+28/02/2008,0,1,0,0,0.2,10.7,248.25,0.6
+29/02/2008,0,0,0,0,0,12.3,248.25,0.6
+01/03/2008,2,3,1.4,0.6,4,12,248.25,0.6
+02/03/2008,0,0,0,0,0,11,248.25,0.6
+03/03/2008,0,0,0,0,0,13.3,248.25,0.6
+04/03/2008,5,4.6,6.4,4,7.8,13.4,248.25,0.6
+05/03/2008,2,2,7.4,0.2,0.6,7.8,248.26,0.6
+06/03/2008,1,0,2.6,0,0.2,3.05,248.27,0.6
+07/03/2008,0,1.2,4.2,0,0,3.6,248.27,0.6
+08/03/2008,0,0.6,0.6,0.2,0.4,5.15,248.28,0.6
+09/03/2008,0.2,0,0,0,0.2,8,248.29,0.6
+10/03/2008,2.6,6,1.4,1.8,5,8.9,248.3,0.6
+11/03/2008,3.8,5.8,3.8,4,9.4,8.85,248.32,0.6
+12/03/2008,0,0,0,0,0.2,11.05,248.37,0.6
+13/03/2008,0,0,0,0,0,11.05,248.39,0.6
+14/03/2008,0,0,0,0,0,11.3,248.41,0.6
+15/03/2008,0,0,0,0,0,11.85,248.43,0.6
+16/03/2008,0.4,3,0.4,0,1,11.45,248.43,0.6
+17/03/2008,0,0.8,0.2,0,0.8,11.65,248.44,0.6
+18/03/2008,4,6.2,7,1.2,10.6,11.8,248.45,0.6
+19/03/2008,0,0,0.2,0,0.2,8.15,248.46,0.6
+20/03/2008,3.8,3.8,1,1.4,5,8.9,248.47,0.6
+21/03/2008,15,13,6.6,18.6,27,5.3,248.47,0.6
+22/03/2008,15.6,14.4,12.6,21.8,19.2,6.9,248.79,0.6
+23/03/2008,11,9.2,9.8,8.2,9,8.55,248.94,0.6
+24/03/2008,4,4.4,6.6,6.6,5,5.1,249.07,0.6
+25/03/2008,0,0,0.4,0,0,3.7,249.18,0.6
+26/03/2008,2.4,3,2.2,0,1.2,7.9,249.24,0.6
+27/03/2008,5.4,3.4,3.8,5.2,4.8,9.9,249.29,0.6
+28/03/2008,2.4,2.8,2.4,2.6,3.8,9.1,249.33,0.6
+29/03/2008,0.2,0,0.2,0,0,7.55,249.37,0.6
+30/03/2008,0,0,0,0,0.2,12.25,249.41,0.6
+31/03/2008,0,0,0,0,0,14.65,249.43,0.6
+01/04/2008,0,0,0,0,0,15.8,249.45,0.6
+02/04/2008,0,0,0,0,0,15.2,249.47,0.6
+03/04/2008,0,0,0,0,0.2,13.95,249.48,0.6
+04/04/2008,0,0,0,0,0,11.8,249.5,0.6
+05/04/2008,0,0.2,0,0,0,11.2,249.5,0.6
+06/04/2008,0,0,0.2,0,0,10.3,249.51,0.6
+07/04/2008,0,0,0,0,0,10.7,249.52,0.6
+08/04/2008,0.6,2.2,0.4,0.6,0.6,13.55,249.52,0.6
+09/04/2008,11.6,12.4,7.6,13.4,11.8,12.45,249.53,0.6
+10/04/2008,8.2,23.4,8.4,9.6,7.6,13.6,249.58,0.6
+11/04/2008,6.2,9,4.2,3,10.2,15.35,249.66,0.6
+12/04/2008,3,1.4,2,0.4,3.4,13.95,249.71,0.6
+13/04/2008,0.4,0,0.6,0,0.8,10.95,249.76,0.6
+14/04/2008,5.8,4.2,5.6,4.2,9.2,12.35,249.79,0.6
+15/04/2008,4.8,5.2,3.4,3.6,10.2,11.5,249.84,0.6
+16/04/2008,0,0,0,0,0,8.9,249.88,0.6
+17/04/2008,13.4,17,12.2,8.2,11,12.35,249.91,0.6
+18/04/2008,13.8,16.4,10.2,13.6,14,12.4,250,0.6
+19/04/2008,11.2,16,7.4,13.2,10.8,13.3,250.37,0.6
+20/04/2008,0,0,0,0,0,13.6,250.56,0.6
+21/04/2008,13.8,17,14.2,15.2,19.4,15.3,250.67,0.6
+22/04/2008,4.6,4.8,2.4,9.8,14.2,11.05,250.85,0.6
+23/04/2008,0,0,0,0,0,12.5,251,0.6
+24/04/2008,0,0,0.2,0,0,13.8,251.09,0.6
+25/04/2008,0,0,0,0,0,14.35,251.14,0.6
+26/04/2008,0,0,0,0,0,16.65,251.19,0.6
+27/04/2008,0,0,0,0,0,15.25,251.22,0.6
+28/04/2008,0,0.2,0,0,0,14.2,251.25,0.6
+29/04/2008,5.4,7.8,4.8,4.2,7.8,14.85,251.28,0.6
+30/04/2008,0.2,0.8,0,0,0,11.15,251.31,0.6
+01/05/2008,3.8,0.8,2.4,0.6,1.2,14.8,251.33,0.6
+02/05/2008,0,0,0,0,0,13.45,251.35,0.6
+03/05/2008,0,0,0,0,0,18.4,251.36,0.6
+04/05/2008,0,0,0,0,0,17.5,251.36,0.6
+05/05/2008,0,0,1,0,0,18.2,251.37,0.6
+06/05/2008,0,0,0,0,0,13.65,251.38,0.6
+07/05/2008,0,0,0,0,0,16.95,251.39,0.6
+08/05/2008,0,0,0,0,0,15.4,251.39,0.6
+09/05/2008,0,0,0,0,0,17.7,251.4,0.6
+10/05/2008,0,0,0,0,0,20.7,251.4,0.6
+11/05/2008,0,0,0,0,0,19.25,251.4,0.6
+12/05/2008,0,0,0,0,0,18.15,251.4,1.07
+13/05/2008,0,0,0,0,0,18.2,251.39,1.07
+14/05/2008,1.8,1.6,1.4,1.2,11.2,18.45,251.38,1.07
+15/05/2008,0.2,0,0,0,0,17.15,251.37,1.07
+16/05/2008,0,0.8,0.2,0,0.2,17.8,251.36,1.07
+17/05/2008,2.6,4.4,2.4,1,3.2,16.9,251.35,0.6
+18/05/2008,4.4,8.6,4.8,3.6,7,17.75,251.35,0.6
+19/05/2008,2.2,5.6,5,1.8,2,15.6,251.36,1.07
+20/05/2008,27.2,35.6,30.2,18.2,9.6,17.05,251.38,2
+21/05/2008,2.6,1,2.8,0.8,1.4,15.45,251.42,2.25
+22/05/2008,9.6,10.6,11.6,8,12.6,16.65,251.42,2
+23/05/2008,0,0,0,0,0,15.8,251.45,2
+24/05/2008,0,0,0,0,0,17.15,251.43,2
+25/05/2008,0,0,0,0,0.2,18.6,251.41,2
+26/05/2008,0,0,0,0,0,19.8,251.39,1.56
+27/05/2008,0,0,0,0,0,22.4,251.39,1.07
+28/05/2008,0,0,0,0,0,24.2,251.38,1.07
+29/05/2008,16,22.2,9.6,8.4,12.2,23.4,251.38,1.07
+30/05/2008,5.2,9,8.4,12.4,16,19.95,251.38,1.07
+31/05/2008,0,0,0,0.2,0,15.85,251.42,0.6
+01/06/2008,0,0,0,0,0,18.7,251.44,0.6
+02/06/2008,1.4,1.4,1.8,0,0.6,21.3,251.44,0.6
+03/06/2008,5.8,7.2,6.4,3.4,6.4,18.65,251.44,1.07
+04/06/2008,0.4,0.4,0.6,0.4,0.6,17.95,251.45,1.07
+05/06/2008,0,0,0,0,0,18.4,251.44,1.07
+06/06/2008,3.2,0.2,9.8,0,0.4,18,251.43,1.07
+07/06/2008,4.6,2.8,2.6,6,1.4,18.7,251.42,0.6
+08/06/2008,4,1,2.2,2.8,4,17.55,251.44,0.6
+09/06/2008,0.2,0,0.2,6.6,0.4,17.45,251.45,1.07
+10/06/2008,0,0,0,0,0,20.65,251.45,1.07
+11/06/2008,0,0,0,0,0,21.35,251.45,1.07
+12/06/2008,2.4,6.4,3.2,4,5.6,19.65,251.44,1.07
+13/06/2008,15.2,12.6,25,9.6,22,17.75,251.43,1.07
+14/06/2008,5.8,4.2,5.8,5.6,13.6,18.1,251.48,0.6
+15/06/2008,0,0,0,0,0,13.85,251.5,0.6
+16/06/2008,0.4,0.8,1.4,0.4,5.2,17.35,251.52,1.7
+17/06/2008,0.8,28.6,1.2,1.6,2,18.25,251.5,1.7
+18/06/2008,20.6,6.8,0.8,1.4,3.8,20.55,251.54,1.07
+19/06/2008,0,0,0,0,0,20.8,251.58,1.07
+20/06/2008,0,0,0,0,0,22.35,251.58,1.89
+21/06/2008,0,0,0,0,0,23.75,251.56,2
+22/06/2008,0,0,0,0,0,25.4,251.54,2
+23/06/2008,0,0,0,0,0,25.55,251.52,1.56
+24/06/2008,0,0,0,0,0,24.3,251.5,0.6
+25/06/2008,0,0,0,0,0,24.65,251.5,1.07
+26/06/2008,0,0,0,0,0,25.25,251.48,1.07
+27/06/2008,0,0,0,0,0,24.55,251.45,1.07
+28/06/2008,0,0,0,0,0,25.15,251.45,0.6
+29/06/2008,0,0,0,0,0,24.95,251.44,0.6
+30/06/2008,0,0,0,0,0,26.65,251.44,1.07
+01/07/2008,0,0.2,0,0,0.2,25.85,251.42,0.95
+02/07/2008,0,0,0,0,0,25.6,251.4,1.5
+03/07/2008,0,0,0,0,0,24.85,251.38,1.5
+04/07/2008,0,0,0,0,0,24.65,251.36,1.5
+05/07/2008,0,0,0,0,0,22.85,251.33,1.5
+06/07/2008,0,0,0,0,0,22.55,251.3,1.5
+07/07/2008,0,0,0,0,0.2,24,251.27,1.5
+08/07/2008,0,0,0,0,0,23.65,251.24,1.5
+09/07/2008,0,0,0,0,0,19.7,251.21,1.5
+10/07/2008,0,0,0,0,0,21,251.18,1.5
+11/07/2008,0,0,0,0,0,23.5,251.15,1.64
+12/07/2008,0,0,0,0,0,23.7,251.12,2
+13/07/2008,2.2,1,3.6,4,6.4,23.85,251.08,2
+14/07/2008,0,0,0,0,0,21.5,251.05,2
+15/07/2008,0,0,0,0,0,19.9,251,2
+16/07/2008,0,0,0,0,0,21.85,250.97,2
+17/07/2008,0,0,0,0,0,21.7,250.94,2
+18/07/2008,0,0,0,0,0,21.95,250.91,2
+19/07/2008,0,0,0,0,0,22.2,250.86,2
+20/07/2008,0,0,0,0,0,23,250.82,2
+21/07/2008,0,0,0,0,0,23.35,251.79,2
+22/07/2008,0,0,0,0,0,22.9,250.75,2
+23/07/2008,0,0,0,0,0,18.75,250.71,2
+24/07/2008,0,0,0,0,0,20.45,250.67,2
+25/07/2008,0,0,0,0,0,21.65,250.62,2
+26/07/2008,0,0,0,0,0,22,250.59,2
+27/07/2008,0,0,0,0,0,25.4,250.56,2
+28/07/2008,0,0,0,0,0,25.4,250.52,2
+29/07/2008,0,0,0,0,0,24.7,250.48,2
+30/07/2008,1.8,0,0,0,0,26.35,250.44,2.28
+31/07/2008,0,0.6,0,0,0,26.6,250.4,2.5
+01/08/2008,0,0,0,0,0,26.85,250.36,2.5
+02/08/2008,0,0,0,0,0,26.1,250.32,2.5
+03/08/2008,0,0,0,0,0,25.85,250.28,2.5
+04/08/2008,0,0,0,0,0,26.1,250.22,2.5
+05/08/2008,0,0,0,0,0,24.9,250.16,2.5
+06/08/2008,4.6,0.2,1.8,5.8,9.2,25.4,250.12,2.5
+07/08/2008,0,0,0.2,0,0,27.2,250.09,2.5
+08/08/2008,0,0,0,0,0,25.65,250.04,2.5
+09/08/2008,0,0,0,0,0,24.6,249.99,2.5
+10/08/2008,0,0,0,0,0,22.95,249.93,2.5
+11/08/2008,0,0,0,0,0,23.8,249.89,2.5
+12/08/2008,0,0,0,0,0,24.1,249.84,2.82
+13/08/2008,0,0,0,0,0,25.45,249.78,3
+14/08/2008,0,0,0,0,0,25.9,249.73,3
+15/08/2008,9.4,11.2,12.6,14.4,13.4,26.4,249.68,3
+16/08/2008,0.4,13.2,1.2,0.6,0.6,20.25,249.63,3
+17/08/2008,0,0,0,0,0,20.9,249.58,3
+18/08/2008,0,0,0,0,0,20.15,249.52,3
+19/08/2008,0,0,0,0,0,21.85,249.46,3
+20/08/2008,0,0,0,0,0,23.5,249.4,3
+21/08/2008,0,0,0,0,0,22.85,249.34,3
+22/08/2008,0,0,0,0,0,24.2,249.29,3
+23/08/2008,6,0,2,4.4,9.8,24.5,249.22,3
+24/08/2008,0,0,0,0,0,20.9,249.18,3
+25/08/2008,0,0,0,0,0,22.55,249.13,3
+26/08/2008,0,0,0,0,0,24.7,249.06,3
+27/08/2008,0,0,0,0,0,24.2,249.01,3
+28/08/2008,0,0,0,0,0,23.55,248.94,3
+29/08/2008,0,0,0,0,0,23.4,248.88,3
+30/08/2008,0,0,0,0,0,24.45,248.83,3
+31/08/2008,0,0,0,0,0,24.5,248.77,3
+01/09/2008,0,0,0,0,0,24.45,248.72,3
+02/09/2008,0,0,0,0,0,23.75,248.65,3
+03/09/2008,0,0,0,0,0,23.3,248.6,3
+04/09/2008,0,0,0,0,0,22.75,248.53,3
+05/09/2008,0,0,0,0,0.2,24,248.48,3
+06/09/2008,0,0,0,0,0,26.8,248.42,3
+07/09/2008,0,0,0,0,0,25.85,248.37,3
+08/09/2008,0,0,0,0,0,21.9,248.31,3
+09/09/2008,0,0,0,0,0,20.2,248.24,3
+10/09/2008,0,0,0,0,0,24.85,248.19,3
+11/09/2008,0,0,0,0,0,27.05,248.13,3
+12/09/2008,5.8,0,16.2,8,3,25.9,248.07,3
+13/09/2008,6.6,16.8,10.2,16.8,13.6,23.7,248.02,3
+14/09/2008,14.2,15.4,11,10.4,9.2,15.75,247.98,3
+15/09/2008,0,0,0.2,0.2,0,16.4,247.96,2.81
+16/09/2008,0,0,0,0,0,14.4,247.9,2.7
+17/09/2008,0,0,0,0,0,14.25,247.84,2.7
+18/09/2008,0,0,0,0,0,16.8,247.79,2.7
+19/09/2008,3.4,4.4,4,2.4,3.4,18.05,247.73,2.7
+20/09/2008,0,0,0.2,0,0,15.25,247.67,2.7
+21/09/2008,0,0,0,0,0,15.8,247.61,2.7
+22/09/2008,0,0,0,0,0,14,247.57,2.7
+23/09/2008,0,0,0,0,0,15.5,247.52,2.7
+24/09/2008,0,0,0,0,0,15.9,247.46,2.7
+25/09/2008,0,0,1,0,0,15.3,247.4,2.86
+26/09/2008,0,0,1,0,0,15.9,247.35,3
+27/09/2008,0,0.4,0.2,0,0,14.6,247.28,3
+28/09/2008,0,0,0,0,0,13.6,247.21,3
+29/09/2008,0,0,0,0,0,13,247.15,3
+30/09/2008,0,0,0,0,0,14.45,247.1,3
+01/10/2008,0,0,0,0,0,15.5,247.03,2.68
+02/10/2008,0,0,0,0,0,17,246.99,2.5
+03/10/2008,7.4,14.8,16,11,10.8,16.1,246.94,2.5
+04/10/2008,0,0,0,0,0,12.8,246.91,2.5
+05/10/2008,0.2,0,0,0,0,10.6,246.86,2.5
+06/10/2008,0,0,0,0,0,13.3,246.81,2.5
+07/10/2008,0,0,0,0,0.8,14.85,246.76,2.5
+08/10/2008,0.2,0,0,0,0,15.4,246.71,2.5
+09/10/2008,0,0,0,0,0,16.35,246.66,2.5
+10/10/2008,0,0,0,0,0,20.15,246.62,2.5
+11/10/2008,0,0,0,0,0,19.85,246.57,2.5
+12/10/2008,0,0,0,0,0,18.45,246.51,2.5
+13/10/2008,0,0,0,0,0,17.95,246.46,2.5
+14/10/2008,0,0,0,0,0,17.8,246.41,2.5
+15/10/2008,0,0,0,0,0,18.1,246.36,2.5
+16/10/2008,0.8,7.2,0.2,0,0,19,246.32,2.5
+17/10/2008,0,3.2,0,0,0,18.35,246.27,2.18
+18/10/2008,0,0,0,0,0,17.9,246.23,2
+19/10/2008,0,0,0,0,0,16.5,246.19,2
+20/10/2008,0,0,0,0,0,16.55,246.15,2
+21/10/2008,0.8,1.2,2.6,2,4.2,17.15,246.11,2
+22/10/2008,0.2,0,0.2,0,0,15.2,246.07,2
+23/10/2008,0,0,0,0,0,18.4,246.03,2
+24/10/2008,0,0.2,0,0,0,17.15,245.99,2
+25/10/2008,0.2,0,0.4,0,0,17.75,245.95,2
+26/10/2008,0,0,0,0,0,17.05,245.9,2
+27/10/2008,1.6,7.4,2.4,2.2,1.4,16.25,245.86,1.5
+28/10/2008,27.2,47.6,29.2,27.2,25,13.9,245.85,0.6
+29/10/2008,2.8,21.2,4.2,1.6,2.8,16.15,245.91,0.75
+30/10/2008,5.2,15.4,6.4,7,4.6,14.75,245.92,1
+31/10/2008,19.6,43,28.4,33.6,35.4,11.25,245.98,1
+01/11/2008,6.8,9.8,6.8,7.6,7,15.1,246.07,1
+02/11/2008,0,0,0,0,0.2,15.05,246.07,1
+03/11/2008,4.2,1.6,4.8,1,1.6,16.3,246.06,1
+04/11/2008,21,26.2,20.2,21,19.6,16.1,246.06,1
+05/11/2008,0.2,0,0.2,0,0,14.9,246.13,1
+06/11/2008,6.4,13.4,3,5.8,1,13.55,246.12,1
+07/11/2008,0.2,0.8,0.4,0.4,1.2,13.85,246.12,1
+08/11/2008,0,0,0,0.2,0,11.85,246.11,1
+09/11/2008,0,0,0,0,0,12.25,246.1,1
+10/11/2008,0,0,0.2,0,0.2,11.75,246.08,1
+11/11/2008,4,3.8,2.4,3.4,6.4,11.6,246.06,1
+12/11/2008,2,25.4,2.4,13.2,12.6,10.9,246.05,1
+13/11/2008,33.4,25.6,34.6,25.6,27.8,12,246.17,1
+14/11/2008,0.6,1.8,4,0,0.6,11.7,246.36,1
+15/11/2008,0,0,0,0,0,11.9,246.37,1
+16/11/2008,0,0,0,0,0,11.95,246.38,1
+17/11/2008,0,0,0,0,0,12.85,246.39,1
+18/11/2008,0,0,0,0,0,11.4,246.38,1
+19/11/2008,0,0,0,0,0,9.8,246.37,1
+20/11/2008,0.2,0,0,0,0,9.3,246.35,1
+21/11/2008,0.4,0,0.6,0,1,9.8,246.34,1
+22/11/2008,0,0,0,0,0,10.85,246.33,1
+23/11/2008,0,0,0,0,0,6.3,246.31,1
+24/11/2008,14.8,12.6,14.6,15.8,17.6,5.2,246.29,1
+25/11/2008,2.2,12.2,2,2.8,4.6,3.1,246.3,1
+26/11/2008,0,0,0,0,0,4,246.3,1
+27/11/2008,0,0,0,0,0,6.5,246.3,1
+28/11/2008,28.2,40.2,29.4,31.8,34.8,7.25,246.3,1
+29/11/2008,8.6,28.6,9.6,11,10,6.5,246.65,1
+30/11/2008,37.6,59.6,35.8,48,42.8,8.9,247.22,1
+01/12/2008,27.2,42.4,27,33.4,23.6,9.25,248.13,0.75
+02/12/2008,9.6,11.4,8.2,8.6,11.6,7.7,248.84,0.6
+03/12/2008,0,0,0.4,0,0,5.5,249.15,0.6
+04/12/2008,2.8,4.8,2.8,3,5,3.15,249.26,0.6
+05/12/2008,28.4,62.8,27,47.4,29.2,5.85,249.45,2.47
+06/12/2008,1,3.6,4.8,4.6,3.6,9.45,250.38,5.45
+07/12/2008,0.4,0.2,0.4,0,0.2,6.45,250.51,2.99
+08/12/2008,0.2,0,0,0,0,6.05,250.6,2.7
+09/12/2008,0.6,0,0,0,0,5.55,250.62,4.32
+10/12/2008,18.8,25.6,17.4,21.6,13,4,250.62,4.16
+11/12/2008,13.4,11.6,11.8,11.2,13.4,8.25,250.85,3.46
+12/12/2008,6,4,3.4,4,7.8,8.65,251.03,5.53
+13/12/2008,3.2,4.6,2,2.2,6.2,8.4,251.05,8.45
+14/12/2008,0.4,0.6,0.2,0.6,0.2,8.9,251.02,7.9
+15/12/2008,7.4,14.6,6.4,10.2,12.2,10,250.99,3.26
+16/12/2008,3,8.2,3.4,6,7,10,251.06,2.8
+17/12/2008,0.4,0.2,0.2,0.2,0.2,6.25,251.14,2.8
+18/12/2008,1,3.6,5.4,0,1.2,5.55,251.19,2.8
+19/12/2008,0.2,0,0.2,0.2,0,6.85,251.22,2.8
+20/12/2008,0.2,0,0.2,0,0.2,5.9,251.23,2.8
+21/12/2008,0.4,0,0,0,0,7.35,251.23,2.8
+22/12/2008,0.2,0,0.2,0,0.2,7.2,251.23,2.8
+23/12/2008,0.6,0,0.4,0,0.2,6.95,251.22,2.8
+24/12/2008,0.2,0,0.2,0.2,0.4,2.4,251.21,2.8
+25/12/2008,0,0,0,0.2,0.2,5.3,251.19,2.8
+26/12/2008,0.4,0.2,3.2,0,0,5.9,251.18,2.8
+27/12/2008,0,0,0,0,0,2.2,251.16,2.8
+28/12/2008,0.2,0,0,0,0,0.85,251.13,2.8
+29/12/2008,0,0.2,1.8,0,0,1.55,251.1,2.8
+30/12/2008,0,0,0,0,0,4.05,251.07,2.8
+31/12/2008,0,5.6,2.8,3.4,2.2,2,251.03,2.8
+01/01/2009,11.6,12.8,10.4,11.8,13.2,3,251.05,2.8
+02/01/2009,0.4,0,0,0,0,4.1,251.07,2.8
+03/01/2009,0,0,0.2,0,0,5.8,251.06,3.32
+04/01/2009,0,0,0,0,0,1.1,251.01,4.2
+05/01/2009,0,0,0,0,0,2.15,250.96,3.94
+06/01/2009,0,0,0,0,0,2.85,250.93,3.5
+07/01/2009,14.6,16.4,13.8,12.4,18.8,3.7,250.9,3.5
+08/01/2009,0.2,0,0,0,0,4.85,250.92,3.5
+09/01/2009,0,0,0,0,0,5.4,250.91,3.5
+10/01/2009,0,0,0,0,0,3.7,250.9,3.5
+11/01/2009,0,0,0,0,0,7.1,250.87,3.5
+12/01/2009,0,0,0,0,0,8.95,250.84,2.56
+13/01/2009,0.2,0,0.8,0,2.2,9.1,250.82,2
+14/01/2009,6.6,4.2,7,2.4,8.8,5.75,250.82,2
+15/01/2009,0.6,0.2,0.6,0.6,1.2,5.6,250.85,2
+16/01/2009,0.2,0,0,0,0,7.1,250.85,2
+17/01/2009,0.2,0,0.2,0,0,6,250.84,2
+18/01/2009,7.2,10.2,4.8,5,8.6,4.75,250.83,2
+19/01/2009,7.2,13.8,6.4,2,7.2,9.25,250.87,2
+20/01/2009,17.2,40.8,13.4,12,21.4,10.2,250.99,2
+21/01/2009,3.6,3.2,3.6,3.4,4,9.5,251.54,5.03
+22/01/2009,0.2,0,0,0,0,7.75,251.68,7.4
+23/01/2009,10,8,6.8,7.6,10.2,4.25,251.68,7.4
+24/01/2009,15.4,18,14.6,17.8,20,3,251.7,7.5
+25/01/2009,0,0,0.2,0,0,5.3,251.9,7.5
+26/01/2009,11.2,11,9.8,9,10.6,5.2,251.91,7.5
+27/01/2009,0.4,0,0.4,0.6,0,5.55,251.97,7.42
+28/01/2009,0,0.8,1.4,0,0,6.2,251.98,7.3
+29/01/2009,0,0,0,0,0,6.95,251.96,7.3
+30/01/2009,0,0,0,0,0,9,251.94,5.77
+31/01/2009,0.2,0,0,0,0,7.75,251.86,6.15
+01/02/2009,3,2,2,2.4,5.4,6.85,251.81,4.42
+02/02/2009,36.4,44.2,35.6,36.8,38.2,4.05,251.78,5.5
+03/02/2009,11.6,13,8,11,14.8,7.1,252.18,15.7
+04/02/2009,0.4,0.2,0.2,0.2,0.2,6.55,252.21,14.03
+05/02/2009,15.8,19.2,21.4,10.8,19.4,6.2,252.17,10.4
+06/02/2009,11.6,13,10.4,6.2,9.4,11.9,252.23,18.5
+07/02/2009,11.4,12,8,7.4,11,10.7,252.26,26.58
+08/02/2009,4.4,4.6,5.6,0.4,2.4,8.55,252.21,18.04
+09/02/2009,0.2,0,0,0.2,0,5.65,252.14,13.62
+10/02/2009,6,14.4,6.6,6.2,7.2,8.1,252.08,9.2
+11/02/2009,0,0,0,0,0,8.45,252.09,9.8
+12/02/2009,0,0,0,0,0,6.8,252.06,8.1
+13/02/2009,0,0,0,0,0,5.35,252.03,6.9
+14/02/2009,0,0,0,0,0,2.7,251.99,6.3
+15/02/2009,0,0,0,0,0,3.85,251.94,6.3
+16/02/2009,0,0,0,0,0,2.85,251.89,6.3
+17/02/2009,0,0,0,0,0,3.6,251.84,6.3
+18/02/2009,0,0,0,0,0,3.25,251.79,6.3
+19/02/2009,0,0,0,0,0,2.7,251.71,6.3
+20/02/2009,0,0,0,0,0,4.05,251.64,6.3
+21/02/2009,0,0,0,0,0,6.35,251.57,5.38
+22/02/2009,0,0,0,0,0,7.2,251.54,2.9
+23/02/2009,0,0,0,0,0,7.45,251.52,2.9
+24/02/2009,0,0.2,0.6,0,0.2,8.3,251.5,2.9
+25/02/2009,0,1.4,0,0,0,8.55,251.49,2.9
+26/02/2009,0,0,0,0,0,4.75,251.45,2.9
+27/02/2009,0,0,0,0,0,7.15,251.43,3.95
+28/02/2009,0.2,0,0,0,0.2,8.55,251.38,5.2
+01/03/2009,2.2,5.6,3,3.6,5.2,9.75,251.32,5.2
+02/03/2009,2,2.8,3.8,2.4,3.4,8.85,251.27,3.7
+03/03/2009,7,1,2.6,0.6,5.6,10.25,251.24,2.8
+04/03/2009,37.6,36.2,32.4,34.4,40.4,8.85,251.22,3.6
+05/03/2009,12.8,19.6,14,17.2,24.8,9.5,251.66,6.06
+06/03/2009,0,0,0.4,0.2,0,6.9,251.92,6.93
+07/03/2009,0,0,0,0,0,8.95,251.96,5.8
+08/03/2009,0,0,0,0,0,10.2,251.93,5.8
+09/03/2009,0,0,0,0,0,11.95,251.91,5.8
+10/03/2009,0.4,0,0.2,0.2,0.6,9.75,251.86,5.8
+11/03/2009,0.2,0,0,0,0,9.8,251.82,5.8
+12/03/2009,0,0,0,0,0,10.55,251.77,5.8
+13/03/2009,0,0,0,0,0,9.75,251.7,5.8
+14/03/2009,0,0,0,0,0,9.5,251.64,5.8
+15/03/2009,0,0,0,0,0,11.85,251.59,5.8
+16/03/2009,0,0,0,0,0,13.65,251.52,3.92
+17/03/2009,0,0,0,0,0,12.45,251.48,2.8
+18/03/2009,0,0,0,0,0,12.95,251.46,2.8
+19/03/2009,0,1.6,0.2,0,4.2,13.8,251.44,2.8
+20/03/2009,0.2,0.8,1.8,0,0.6,10.25,251.42,2.8
+21/03/2009,0,0,0,0,0,5.85,251.39,2.8
+22/03/2009,0,0,0,0,0,5.9,251.35,2.8
+23/03/2009,0,0,0,0,0,8.5,251.31,1.99
+24/03/2009,2,3.6,6.2,0.4,2.6,11.6,251.31,1.5
+25/03/2009,0.2,0,0,0,0,7.15,251.31,1.5
+26/03/2009,0,0,0,0,0,9.75,251.3,1.5
+27/03/2009,0,0.8,0,0,0,11.6,251.3,2.27
+28/03/2009,8.6,8.6,8,7,10.6,10.55,251.26,4.6
+29/03/2009,56,74.6,54.6,70,77.8,11.7,251.22,4.93
+30/03/2009,1,7.8,1.4,1.8,4.2,13.1,252.22,21.1
+31/03/2009,10.4,20.4,9,12.6,16.4,14.5,252.17,16.1
+01/04/2009,8,7.8,3.8,7.6,9,12,252.17,16.1
+02/04/2009,7.4,8,11.6,7.6,10.8,12.6,252.2,19
+03/04/2009,0.2,1,0,0,0.2,11.9,252.14,13.5
+04/04/2009,0,0,0,0,0,14.4,252.08,9.2
+05/04/2009,0,0,0,0,0,12.55,252.04,7.3
+06/04/2009,0.2,0.2,0.2,0,0,15.65,252,6.3
+07/04/2009,0,0,0,0,0,16.6,251.96,6.3
+08/04/2009,0,0,0,0,0,14.8,251.91,6.3
+09/04/2009,0,0,0,0,0,15.3,251.84,6.3
+10/04/2009,2.6,0,1,0.2,2.2,17.3,251.78,6.3
+11/04/2009,0,0,0,0,0.6,16.35,251.71,6.3
+12/04/2009,0,0,0,0,0,16.95,251.65,6.3
+13/04/2009,0,0,0,0,0,17.1,251.57,4.77
+14/04/2009,0,0,0,0,0,16.9,251.55,2.8
+15/04/2009,0,0,0,0,0,16.45,251.54,3.95
+16/04/2009,6.2,10.4,5,4.4,12.6,16.45,251.48,5.7
+17/04/2009,3.4,3.2,1,2.8,4.4,13.5,251.42,5.7
+18/04/2009,7.4,9.6,5.6,2.6,12.6,12.7,251.36,5.7
+19/04/2009,4.4,12.2,7.2,4,5.4,13.05,251.31,5.7
+20/04/2009,1.6,0,0.2,0.6,0.4,13.35,251.26,3.95
+21/04/2009,0,0.6,1.8,0,0,15.05,251.25,2.8
+22/04/2009,0,0,0.2,0,0,15.6,251.24,2.8
+23/04/2009,5.8,0,1.2,0,12.2,15.7,251.21,2.8
+24/04/2009,0,0,0,0,0.2,15.7,251.19,2.8
+25/04/2009,0,0,0,0,0,13.15,251.16,2.8
+26/04/2009,7.2,9.2,6.6,5.8,7.4,17,251.13,2.8
+27/04/2009,1,2.6,4,0.4,1.4,14.3,251.12,2.8
+28/04/2009,2.6,5.2,6.4,0.2,2.8,16.3,251.1,1.42
+29/04/2009,11,5.6,6.4,5.8,5.8,15.2,251.11,0.6
+30/04/2009,1,0,1.6,0,0,11.2,251.17,0.6
+01/05/2009,0.2,0,0,0,0,13.4,251.19,0.6
+02/05/2009,4.4,2.8,6.8,0.2,3.8,16.7,251.21,0.6
+03/05/2009,0.2,0.2,0.2,0,0.2,17.15,251.24,0.6
+04/05/2009,0.2,1.2,0.4,0,0,14.7,251.24,0.6
+05/05/2009,0.2,0.2,0.6,0,0,17.45,251.26,0.6
+06/05/2009,0,0,0,0,0,13.7,251.26,0.6
+07/05/2009,0,0,0,0,0,15.55,251.26,0.6
+08/05/2009,0,0,0,0,0,16.55,251.27,0.6
+09/05/2009,0,0,0,0,0,17.25,251.27,0.6
+10/05/2009,0,0,0,0,0,18,251.27,0.6
+11/05/2009,0,0,0,0,0,18.6,251.28,0.6
+12/05/2009,0,0,0,0,0,18.65,251.28,0.6
+13/05/2009,0,0,0,0,0,19.45,251.28,0.6
+14/05/2009,0,0,0,0,0,19.05,251.28,0.6
+15/05/2009,0,0,0,0,0,19.35,251.28,0.6
+16/05/2009,0,0,0,0,0.2,19.1,251.28,0.6
+17/05/2009,0,0,0,0,0,20.3,251.28,0.6
+18/05/2009,0,0,0,0,0,21.95,251.28,0.6
+19/05/2009,0,0,0,0,0,20.1,251.28,0.6
+20/05/2009,0,0,0,0,0,19.85,251.27,0.6
+21/05/2009,0,0,0,0,0,22.55,251.26,0.6
+22/05/2009,0,0,0,0,0,23.05,251.25,0.6
+23/05/2009,0,0,0,0,0,21.8,251.24,0.6
+24/05/2009,0,0,0,0,0,22.75,251.23,0.6
+25/05/2009,0,0,0,0,0,24.65,251.22,0.6
+26/05/2009,0,0,0,0,0,25.1,251.22,0.6
+27/05/2009,0,0.4,0.6,0,1,23.6,251.21,0.6
+28/05/2009,0,0,0,0,0,21.3,251.2,0.6
+29/05/2009,1.6,1.4,1,0,0,18.45,251.19,0.6
+30/05/2009,0.2,0,0,0,0,19.35,251.18,0.6
+31/05/2009,6.4,4,5.4,3.8,7.4,19.4,251.17,0.6
+01/06/2009,5.4,9.8,2.6,7.8,17,15.8,251.17,0.6
+02/06/2009,0,0,0.2,0,0,15.9,251.16,0.6
+03/06/2009,0,0,0,0,0,18.15,251.16,0.6
+04/06/2009,0,0,0,0,0,20.05,251.15,0.6
+05/06/2009,0,0,0,0,0,19.75,251.15,0.6
+06/06/2009,0,0,0.4,0,0,20.85,251.14,0.6
+07/06/2009,3,4.4,6.4,2.6,8.8,20.6,251.13,0.6
+08/06/2009,0,0,0,0,0.2,17.95,251.13,0.6
+09/06/2009,0,0,0,0,0,20.05,251.12,0.6
+10/06/2009,0,0,0,0,0,19.75,251.11,0.6
+11/06/2009,0,0,0,0,0,19.5,251.1,0.6
+12/06/2009,0,0,0,0,0,20.9,251.09,0.6
+13/06/2009,0,0,0,0,0,22.6,251.08,0.6
+14/06/2009,0,0,0,0,0,23.55,251.07,0.6
+15/06/2009,0,0,0,0,0,24.25,251.06,0.6
+16/06/2009,0,0,0,0,0,23.55,251.05,0.6
+17/06/2009,0,0,0,0,0,24.7,251.04,0.6
+18/06/2009,0,0,0,0,0,23.15,251.03,0.6
+19/06/2009,0,0,0,0,0,25.25,251.02,0.6
+20/06/2009,0,0.8,0,0,0,23.85,251.01,0.6
+21/06/2009,3.2,1.8,4,0,3,18.6,251,0.6
+22/06/2009,5.2,0,1.8,0,1,18.8,250.99,0.6
+23/06/2009,0,0,0,0,0.2,17.6,250.98,0.6
+24/06/2009,0,0,0,0,0,17.6,250.96,0.6
+25/06/2009,0,0,0,0,0,20.55,250.95,0.6
+26/06/2009,0,2,0.8,0,0.2,21.45,250.93,0.6
+27/06/2009,3.2,2.2,17.6,2.4,1.8,21.05,250.91,0.6
+28/06/2009,0,0,0,0,0.8,20.15,250.9,0.6
+29/06/2009,0.4,11.8,0,0.2,0.2,22.95,250.9,0.6
+30/06/2009,0,0,0,0,0,22.95,250.89,0.6
+01/07/2009,0.2,0,0,0,0,24.25,250.88,0.6
+02/07/2009,0.2,7.2,4.4,0,3.6,25,250.87,0.6
+03/07/2009,0,0,0,0,0,23.7,250.86,0.6
+04/07/2009,0,0,0,0,0,24.3,250.85,0.6
+05/07/2009,1,0,0.2,0,0,24.8,250.84,0.6
+06/07/2009,4.4,25.2,2.4,11.2,9.4,24.5,250.83,0.6
+07/07/2009,0,0,0,0,0,22.85,250.83,0.6
+08/07/2009,0,0,0,0,0,23.25,250.82,0.6
+09/07/2009,0,0,0,0,0,21.55,250.8,0.6
+10/07/2009,0.2,2.6,1.8,0,0,21.4,250.78,1.09
+11/07/2009,2.2,0.6,0.2,0,0.6,20.95,250.75,1.5
+12/07/2009,0,0,0,0,0,20.75,250.71,1.5
+13/07/2009,0,0,0,0,0,22,250.69,1.5
+14/07/2009,0,0,0,0,0,24.25,250.67,1.5
+15/07/2009,0,0,0,0,0,26.1,250.64,1.5
+16/07/2009,0,0,0,0,0,26.15,250.61,1.5
+17/07/2009,0,0,0,0,0,28.05,250.58,1.5
+18/07/2009,0,0,0,0,0,25.55,250.55,1.5
+19/07/2009,0,0,0,0,0,20,250.51,1.5
+20/07/2009,0,0,0,0,0,21.8,250.48,1.5
+21/07/2009,0,0,0,0,0,21.85,250.44,1.5
+22/07/2009,0,0,0,0,0,23.4,250.41,1.5
+23/07/2009,0,0,0,0,0,25.95,250.38,1.5
+24/07/2009,0,0,0,0,0,28.6,250.35,1.76
+25/07/2009,0,0,0,0,0,26.4,250.32,2
+26/07/2009,0,0,0,0,0,25.8,250.28,2
+27/07/2009,0,0,0,0,0,25.2,250.23,2
+28/07/2009,0,0,0,0,0,25.6,250.19,2
+29/07/2009,0,0,0,0,0,25.4,250.15,2
+30/07/2009,0,0,0,0,0,27.55,250.11,2
+31/07/2009,0,0,0,0,0,27.6,250.07,2
+01/08/2009,0,0,0,0,0,26.8,250.03,2
+02/08/2009,0,0,0,0,0,25.65,249.99,2
+03/08/2009,6.2,0,4,3.6,2.8,25.85,249.95,2.31
+04/08/2009,0.4,0,0.6,0.2,0,21.8,249.91,2.5
+05/08/2009,0,0,0,0,0,22.75,249.85,2.5
+06/08/2009,0,0,0,0,0,24.7,249.8,2.5
+07/08/2009,0,0,0,0,0,26.5,249.75,2.5
+08/08/2009,0.2,0.2,0,0,4,27.2,249.7,2.5
+09/08/2009,12,0,11.6,1,2.2,25.6,249.65,2.5
+10/08/2009,0,0,0,0,0,24.5,249.61,2.5
+11/08/2009,0,0,0,0,0,25.1,249.56,2.5
+12/08/2009,0,0,0,0,0,24.7,249.51,2.5
+13/08/2009,0,0,0,0,0,26.65,249.47,2.5
+14/08/2009,0,0,0,0,0,25.55,249.41,2.69
+15/08/2009,0,0,0,0,0,26.05,249.36,2.8
+16/08/2009,0,0,0,0,0,26.55,249.31,2.8
+17/08/2009,7.8,0,0.4,5.4,1.2,27.2,249.25,2.28
+18/08/2009,0,0,0,0,0,25.75,249.21,2
+19/08/2009,0,0,0,0,0,28.7,249.17,2
+20/08/2009,0,0,0,0,0,29.45,249.13,2.52
+21/08/2009,0,0,0,0,0,29.05,249.08,2.8
+22/08/2009,0,0,0,0,0,27.6,249.03,2.8
+23/08/2009,0,0,0,0,0,28.05,248.97,2.8
+24/08/2009,0,0,0,0,0,26.6,248.91,2.8
+25/08/2009,0,0,0,0,0,26.9,248.86,2.8
+26/08/2009,0,0,0,0,0,27.15,248.81,2.8
+27/08/2009,0.4,0,0,0,0,26.95,248.74,2.8
+28/08/2009,0,0,0,0,0,26.55,248.69,2.8
+29/08/2009,0,0,0,0,0,26.4,248.64,2.8
+30/08/2009,0,0,0,0,0,25.5,248.58,2.8
+31/08/2009,0,0,0,0,0,21.65,248.52,2.75
+01/09/2009,0,0,0,0,0,24.05,248.47,2.75
+02/09/2009,0,0,0,0,0,25.3,248.42,2.75
+03/09/2009,0,0,0,0,0,25.35,248.35,2.75
+04/09/2009,0,0,0,0,0,25.1,248.3,2.75
+05/09/2009,0,0,0,0,0,23.45,248.24,2.75
+06/09/2009,0,0,0,0,0,22.8,248.18,2.75
+07/09/2009,0,0,0,0,0,20.35,248.12,2.7
+08/09/2009,0,0,0,0,0,20.5,248.06,2.86
+09/09/2009,0,0,0,0,0,20.95,248,3
+10/09/2009,0,0,0,0,0,20.55,247.93,3
+11/09/2009,0,0,0,0,0,22,247.87,2.81
+12/09/2009,2,0,0.8,0,0,22.15,247.82,2.7
+13/09/2009,0,0,0,0,0.4,21.15,247.76,2.7
+14/09/2009,13.6,0.2,19,20,26.4,21.15,247.71,2.7
+15/09/2009,0.2,1,0.2,0,1,16.1,247.68,2.7
+16/09/2009,11.8,19,11.8,11.4,12.6,19.15,247.64,2.7
+17/09/2009,1,12.6,0.4,0.2,0.8,19.95,247.6,2.82
+18/09/2009,0,0,0.2,0,0.2,20.4,247.55,3
+19/09/2009,0.2,0,2.8,0,0,19.95,247.49,3
+20/09/2009,13.8,18.8,24,8.4,31.2,21.05,247.44,3
+21/09/2009,2.2,2,0.6,0.8,0.6,20.45,247.4,3
+22/09/2009,0,0,0,0,0,20.45,247.35,3
+23/09/2009,0,0,0,0,0,21.9,247.29,3
+24/09/2009,0,0,0,0,0,22.75,247.23,3
+25/09/2009,0,0,0,0,0,22.85,247.17,3
+26/09/2009,0,0,0,0,0,21.65,247.11,3
+27/09/2009,0,0,0,0,0,21.75,247.05,3
+28/09/2009,0,0,0,0,0,21.45,246.99,3
+29/09/2009,0,0,0,0,0,20.2,246.94,3
+30/09/2009,0,0,0,0,0,19.7,246.88,3
+01/10/2009,0,0,0,0,0,20.15,246.82,3
+02/10/2009,0,0,0,0,0,19.2,246.76,3
+03/10/2009,0,0,0,0,0,20.75,246.7,3
+04/10/2009,0,0,0.4,0,0.8,17.25,246.64,3
+05/10/2009,0,0,0.2,0,0,19.25,246.58,3
+06/10/2009,0,0,0,0,0,19.7,246.53,3
+07/10/2009,0,0,0,0,0,18.75,246.47,3
+08/10/2009,0,0,0,0,0,18.75,246.4,3
+09/10/2009,0,0,3,2,7.4,19.85,246.34,2.81
+10/10/2009,1.6,0,0.2,0.2,0.2,19.25,246.28,2.5
+11/10/2009,0,0,0,0,0,18.15,246.23,2.5
+12/10/2009,12.2,0,7.8,3.6,18.2,20,246.18,2.5
+13/10/2009,0,0,0,0,0,13.7,246.14,2.5
+14/10/2009,0,0,0,0,0,12.65,246.07,2.5
+15/10/2009,0,0,0,0,0,8.9,246.02,2.5
+16/10/2009,0,0,0,0,0,10.3,245.97,2.5
+17/10/2009,0,0,0,0,0,10.55,245.91,2.5
+18/10/2009,0,0,0,0,0,11.95,245.86,2.5
+19/10/2009,0,0,0,0,0,11.45,245.81,2.5
+20/10/2009,0,0,0,0,0,8.3,245.74,2.5
+21/10/2009,3.2,0,5,6.2,5.6,10.2,245.68,2.5
+22/10/2009,13.2,0,13.4,8,11.2,11.35,245.65,2.5
+23/10/2009,10.4,0,14.6,4.8,9,13.9,245.62,2.25
+24/10/2009,0.2,0,3,0.2,0,12.6,245.59,2
+25/10/2009,0,0,0,0,0,15.5,245.55,2
+26/10/2009,0,0,0,0,0,16.75,245.51,1.73
+27/10/2009,0,0,0,0,0,18,245.48,1.5
+28/10/2009,0.2,0,0,0,0,16.45,245.45,1.5
+29/10/2009,0,0,0,0,0,15,245.41,1.5
+30/10/2009,0.2,0,0,0,0,14.1,245.38,1.5
+31/10/2009,0,0,0,0,0,14.05,245.35,1.5
+01/11/2009,0,0,0,0,0,11.15,245.31,1.5
+02/11/2009,10.2,27.2,13.8,14.4,18.4,11.25,245.29,0.92
+03/11/2009,1.2,0.2,0.4,0.4,1,9.55,245.31,0.6
+04/11/2009,13.6,24.4,13.4,12.2,16.6,8.9,245.28,0.6
+05/11/2009,1.2,10.2,1,3.8,2.6,9.65,245.3,0.6
+06/11/2009,4,8.2,5,8.4,9,12.15,245.32,0.6
+07/11/2009,1.6,0.4,1.4,0.4,0.8,7.85,245.32,0.6
+08/11/2009,26.8,26.8,26.4,28.2,32.8,7.4,245.32,0.6
+09/11/2009,0.6,0.8,1,0.6,0.8,7.9,245.38,0.6
+10/11/2009,0,0,0,0.2,0.2,10.3,245.4,0.6
+11/11/2009,0.2,0,0,0,0,7.5,245.4,0.6
+12/11/2009,0.2,0,0.2,0,0.2,8.45,245.39,0.6
+13/11/2009,0,0.8,0,0,0.8,8,245.38,0.6
+14/11/2009,0,1.4,0.2,0.2,0.4,10.6,245.37,0.6
+15/11/2009,0,0.2,0.2,0.2,0,12.6,245.36,0.6
+16/11/2009,0,0,0,0,0,14.45,245.36,0.6
+17/11/2009,0.2,0,0.2,0,0,13.75,245.35,0.6
+18/11/2009,0,0,0,0,0,13.55,245.34,0.6
+19/11/2009,0.2,0.2,0.4,0,0.2,12.15,245.33,0.6
+20/11/2009,0.2,0,0,0,0,12.75,245.32,0.6
+21/11/2009,0.4,0,0,0,0,12.45,245.3,0.6
+22/11/2009,0,0.4,0,0,0,13.3,245.29,0.6
+23/11/2009,0,0.8,0,0,0,12.15,245.28,0.6
+24/11/2009,0,0,0,0,0,14.05,245.28,0.6
+25/11/2009,0,0,0,0,0,13.6,245.27,0.6
+26/11/2009,0,0,0,0,0,13.1,245.26,0.6
+27/11/2009,2,5,5.4,2.8,3.8,13.45,245.25,0.6
+28/11/2009,5.4,7.2,2.8,2.2,3.2,13.75,245.24,0.6
+29/11/2009,0.8,1.6,0.6,0,0.4,12.05,245.23,0.6
+30/11/2009,41.2,43.6,37.2,29.8,49.4,12.75,245.23,0.6
+01/12/2009,5.6,6,4.2,2.2,4.6,11.3,245.5,0.6
+02/12/2009,0.2,0,0.2,0.2,0.2,6.4,245.55,0.6
+03/12/2009,0.2,0,0.2,0.2,0.2,6.3,245.55,0.6
+04/12/2009,32.2,29,24.6,28,34.4,4.5,245.59,0.6
+05/12/2009,0,0,0,0,0,6.3,245.78,0.6
+06/12/2009,0,0,0.2,0,0.4,7.45,245.8,0.6
+07/12/2009,4.2,13.8,5.2,3.8,5.6,6.05,245.83,0.6
+08/12/2009,13.2,17.6,9.4,8.2,15,10.85,245.86,0.6
+09/12/2009,0.2,0,0,0,0,10.1,246.03,0.6
+10/12/2009,0.2,0,0,0,0,8.4,246.06,0.6
+11/12/2009,0.2,0,0,0,0,8.9,246.08,0.6
+12/12/2009,0,0,0,0,0,10,246.08,0.6
+13/12/2009,0,0,1,0,1.6,7.8,246.09,0.6
+14/12/2009,0.2,0,0.6,0,0.6,4.4,246.1,0.6
+15/12/2009,0,0,0,0,0,2.15,246.1,0.6
+16/12/2009,0,0,0,0,0,1.35,246.1,0.6
+17/12/2009,4,0.8,2.8,0.8,6,2.4,246.1,0.6
+18/12/2009,0.6,0.2,0.2,0.4,0,0.8,246.1,0.6
+19/12/2009,0.4,0,0,0,0.4,-0.15,246.1,0.6
+20/12/2009,0,6.8,7,0,7.6,-1.6,246.1,0.6
+21/12/2009,15.6,17.4,17.8,14.2,17.2,-1.55,246.1,0.6
+22/12/2009,71.8,90.6,77.8,77,61.2,4.7,246.4,0.6
+23/12/2009,31.2,37.2,26.4,33.2,29.6,11.55,248.45,0.6
+24/12/2009,28.8,69.4,28.2,30,35.2,13.55,249.23,1.49
+25/12/2009,9.4,45.6,16.8,19,19.6,14.4,251,6.12
+26/12/2009,1,0,0.4,0.6,1.4,10.8,251.51,7.5
+27/12/2009,0,0,0,0,0,7.8,251.6,7.5
+28/12/2009,7.8,10.4,8.2,8.2,12,6.75,251.6,7.5
+29/12/2009,7,8.2,6,7.4,9.2,6.4,251.58,10.8
+30/12/2009,17.6,23.6,24.6,21.4,20.8,10.25,251.58,17.4
+31/12/2009,11,13.6,13.4,17.8,30.6,13.85,251.64,18.9
+01/01/2010,20,26.2,25,23.6,45.4,8.75,251.76,22.3
+02/01/2010,8.2,8.8,9,8,10.4,7.4,251.8,23.5
+03/01/2010,1.6,0,0,0,0,3.8,251.6,17.9
+04/01/2010,0,0,0,0,0,1.65,251.43,7.6
+05/01/2010,2.2,0.4,1.2,1.2,0.4,1.9,251.4,7.6
+06/01/2010,34.2,18.4,25.4,22,21.8,4.95,251.52,6.8
+07/01/2010,10.6,16.4,9.2,6.2,27.2,7.3,251.69,4.52
+08/01/2010,9.6,12.6,7,6,6.6,7.85,251.81,5.17
+09/01/2010,15.6,16.4,13.8,16.2,11.6,6.6,252.08,9.7
+10/01/2010,14,21,8.2,12.6,17.4,4.7,252.22,21.6
+11/01/2010,0,0,0,0,0,4.2,252.12,12.4
+12/01/2010,0,0.6,0,0,0.2,4.5,252.07,9.2
+13/01/2010,0,0,0.2,0,0,4.9,252.02,7.2
+14/01/2010,0,0,0,0,0,7,251.98,5.79
+15/01/2010,0.2,0,0,0,0,6.1,251.96,5.7
+16/01/2010,0,0,0,0,0,4.8,251.92,5.7
+17/01/2010,0,0,0,0,0,3.1,251.86,5.7
+18/01/2010,0,0,0,0,0,5.8,251.8,5.7
+19/01/2010,0,0,0,0,0,5.9,251.76,5.7
+20/01/2010,0.2,0,0.2,0,0.2,3.4,251.7,5.7
+21/01/2010,0.2,0,0,0,0,6.35,251.63,5.7
+22/01/2010,0,0,0,0,0,3.55,251.56,4.55
+23/01/2010,0,0,0,0,0,3.6,251.52,2.8
+24/01/2010,0,0,0,0,0,2.55,251.49,2.8
+25/01/2010,0.2,0,0,0,0,3.8,251.48,2.8
+26/01/2010,0,0,0,0,0,2.65,251.46,2.8
+27/01/2010,0,0,0.6,0,0,1.95,251.44,2.8
+28/01/2010,0,0.8,0,0,0,1.7,251.41,2.8
+29/01/2010,0,0,0,0,0,2.05,251.38,2.5
+30/01/2010,10.6,10.2,7.6,12.2,13.8,4.85,251.38,2
+31/01/2010,3.4,1.4,1.6,0.8,1.6,1.9,251.38,2
+01/02/2010,0,0,0,0,0,2,251.37,2
+02/02/2010,0,0,0,0,0,2.2,251.36,2
+03/02/2010,0,0,0,0,0,4.5,251.35,2
+04/02/2010,2.2,0.6,1,0.2,2,8.7,251.34,2
+05/02/2010,1.2,2.8,1.4,2.4,3.4,7.55,251.33,2.32
+06/02/2010,17.8,32,20.8,30.8,25.8,5.5,251.55,2.8
+07/02/2010,2,7,6,0.2,0.2,6.8,251.66,2.8
+08/02/2010,0,0,0,0,0,5,251.69,3.35
+09/02/2010,0,0,0,0,0,3.9,251.68,4.1
+10/02/2010,0,0,0.6,0,0,3.55,251.67,4.1
+11/02/2010,0.2,0,1,0,0,3.65,251.64,4.1
+12/02/2010,4.4,0,0.8,3.6,0.2,2.65,251.63,4.1
+13/02/2010,0,2.6,3.2,0,5.6,4.6,251.59,4.1
+14/02/2010,0,0,0,0,0,4.95,251.56,4.1
+15/02/2010,0,0,0,0,0.2,6.9,251.51,4.1
+16/02/2010,0,0,0,0,0,6.4,251.48,4.1
+17/02/2010,0.6,0.2,0.2,0,1.2,9.95,251.44,4.1
+18/02/2010,21.8,25.6,20.4,28,24.8,10.45,251.54,4.68
+19/02/2010,6,9.6,5.2,5.4,6.8,11,251.63,5.87
+20/02/2010,22.2,27.4,16,19.2,26.6,7.05,252.15,14.8
+21/02/2010,0.2,0.8,0.6,0,0.4,6.45,252.12,12.4
+22/02/2010,6.4,6.8,5.4,4.6,6.4,8.6,252.09,8.91
+23/02/2010,25.4,21.4,21,22.2,33.8,10.65,252.16,15.1
+24/02/2010,9.8,2.4,5.8,6,7.6,11.15,252.18,17.5
+25/02/2010,2.4,1.8,0.8,0.6,1.6,10.9,252.11,11.7
+26/02/2010,3.6,11.8,5.6,3.2,4.6,11.85,252.07,7.92
+27/02/2010,11.2,4.2,5.8,5.2,12,9.55,252.15,10.8
+28/02/2010,0,0,0,0,0,11.4,252.11,7.7
+01/03/2010,0.2,3.6,1,0,1,12,252.1,7
+02/03/2010,0.4,0,0.8,0,1,11.65,252.09,6.3
+03/03/2010,0,0,0,0,0,8.05,252.06,4.6
+04/03/2010,26.6,30.8,35.4,27.2,37,6.1,252.25,21
+05/03/2010,0,0,0.4,0,0,4.4,252.19,14.5
+06/03/2010,0,1.4,0,0,0.6,4.3,252.13,9.1
+07/03/2010,0,0,0,0,0,4.55,252.09,6.3
+08/03/2010,0,0,0,0,0,2.05,252.07,5.2
+09/03/2010,0,0,0,0,0,0.7,252.06,4.6
+10/03/2010,6.6,0,0,2.4,0,1.95,252.05,4.1
+11/03/2010,0.2,1.4,4.2,0.4,5.2,3.55,252.04,3.8
+12/03/2010,0.8,0,0.6,0,1.2,4.3,252.02,3.2
+13/03/2010,0,0.6,0.2,0,0.4,7.1,252,2.8
+14/03/2010,0.2,0,0,0,0,7.95,252.02,3.2
+15/03/2010,0,0,0,0,0,9.45,252.04,3.8
+16/03/2010,0,0,0,0,0,8.35,252.03,3.4
+17/03/2010,0,0,0,0,0,8.9,252.02,3.2
+18/03/2010,0,0,0,0,0,10.6,252.01,2.9
+19/03/2010,0,0,0,0,0,10.6,252,2.8
+20/03/2010,0.2,0,0.2,0,0,10.85,251.99,2.8
+21/03/2010,0,2.6,0,0,0,11.9,251.99,2.8
+22/03/2010,2.8,7.2,5.8,2.6,5,13.75,251.99,2.8
+23/03/2010,0.4,0,0,0.2,0.4,14.3,251.99,2.8
+24/03/2010,0,0,0,0,0,15.4,251.99,2.8
+25/03/2010,0,0,0,0,0,14.35,251.98,2.8
+26/03/2010,0,0.4,0.2,0,0.2,13.35,251.96,2.8
+27/03/2010,0,0.8,0.2,0,0.2,12.75,251.94,2.8
+28/03/2010,2.6,0.2,0,0,5.2,12.95,251.92,2.8
+29/03/2010,0,0,0,0,0.2,13.3,251.9,2.8
+30/03/2010,0.2,0.6,0.2,0,0.8,12.55,251.87,2.8
+31/03/2010,9.8,14.4,6.6,3.6,4,11.9,251.87,2.8
+01/04/2010,1.6,2,0.8,2.6,1.2,11,251.85,2.8
+02/04/2010,3,1.2,8.4,3.4,4.6,10.3,251.85,2.8
+03/04/2010,3.4,1.2,4.2,2.6,4.8,11.3,251.84,2.8
+04/04/2010,0,0,0,0,0,10,251.83,2.8
+05/04/2010,39.4,38.6,34,31.6,43.4,10.2,252.1,7
+06/04/2010,0.2,0.4,0.2,0,0.2,11.55,252.13,9.1
+07/04/2010,0,0,0,0,0,14.3,252.09,6.7
+08/04/2010,0,0,0,0,0,16.15,252.05,6
+09/04/2010,0,0,0,0,0,16.2,252.01,4.8
+10/04/2010,0,0,0,0,0,15.8,251.99,4.7
+11/04/2010,0.8,2.8,4.2,3.2,8.4,8.95,251.95,4.7
+12/04/2010,0.2,0.2,0.4,0.4,0.6,10.4,251.92,4.7
+13/04/2010,0,0,0,0,0,10.65,251.87,4.7
+14/04/2010,0,0,0,0,0,11.25,251.82,3.51
+15/04/2010,0,0,0,0,0,12.45,251.81,2.8
+16/04/2010,0,0,0,0,0,14.6,251.78,2.8
+17/04/2010,0.8,0.6,1.4,0.8,5.2,12,251.76,2.8
+18/04/2010,0.6,0.2,0.8,0,0.8,13.4,251.74,2.8
+19/04/2010,0,0,0,0,0,14.05,251.72,2.3
+20/04/2010,1.2,0,0,0,0,14.95,251.7,2
+21/04/2010,0,0,0,0,0,14.8,251.69,2
+22/04/2010,0,0,0,0,0,16.15,251.67,2
+23/04/2010,1.6,1.4,1.2,0.6,3,13,251.67,2
+24/04/2010,16.2,18.8,14,14,19.2,14.7,251.69,2
+25/04/2010,0,0,0,0,0,17.65,251.68,2
+26/04/2010,0,0,0,0,0,20.15,251.67,2
+27/04/2010,0,0,0,0,0,18.3,251.67,2
+28/04/2010,0,0,0,0,0,19.85,251.65,1.69
+29/04/2010,0,0,0,0,0,19.05,251.64,1.5
+30/04/2010,0,0,0,0,0,17.65,251.62,1.5
+01/05/2010,0,0,0,0,0,16.95,251.62,1.5
+02/05/2010,1.2,3.2,1,0.6,3.4,14.6,251.6,1.5
+03/05/2010,27.4,32,24.4,25.6,36.2,17.35,251.76,2.8
+04/05/2010,12,11.8,13.6,9.4,12.6,15.65,251.8,6.9
+05/05/2010,11.4,20.2,14.8,16.2,24.4,14.1,252.04,7.9
+06/05/2010,5.6,9.2,7.6,5,17.4,12.15,252.09,10.5
+07/05/2010,3.8,3,4.8,1.6,6.4,12.45,252.06,8.8
+08/05/2010,1.2,0.2,0.8,0.2,0,13.7,252.02,7.4
+09/05/2010,0.2,0,0,0.2,0,15.05,251.97,7
+10/05/2010,1.4,3.6,1.4,0.4,2.2,16.8,251.9,5.54
+11/05/2010,10.2,9.8,15,15.8,13,15.5,251.91,5.75
+12/05/2010,7.4,6.8,10.8,3,8,16.4,252,5.6
+13/05/2010,1.6,7.2,2.6,1,3.6,15.4,252.01,5.7
+14/05/2010,2.8,2.8,1.2,0.4,4.2,15.15,251.99,5.6
+15/05/2010,8,7,11.8,1.6,10.6,12.6,251.97,5.6
+16/05/2010,4.6,15,13,2.4,5.8,14.2,252,5.6
+17/05/2010,0,0,0.2,0,0,16.25,251.99,5.6
+18/05/2010,0,0,0,0,0,16.4,251.97,5.6
+19/05/2010,0,0,0,0,0,14.15,251.94,5.35
+20/05/2010,0,0,0,0,13.6,16.45,251.9,5.2
+21/05/2010,0,0,0,0,0,18.2,251.83,3.65
+22/05/2010,0,0,0,0,0,19.1,251.82,2.8
+23/05/2010,0,0,0,0,0,19.3,251.81,2.8
+24/05/2010,0,0,0,3,0.2,19.85,251.79,2.8
+25/05/2010,0,0,0,0,0,18.25,251.76,2.8
+26/05/2010,0,0,0,0,0,17.95,251.74,2.23
+27/05/2010,0,0,0,0,0,18.95,251.72,2
+28/05/2010,0,0,0,0,0,19.3,251.7,1.35
+29/05/2010,0,0,0,0,0,19.1,251.7,1
+30/05/2010,0,0.4,0,0,0,18.45,251.7,1
+31/05/2010,0.4,0,0.6,0.2,1,19.45,251.7,1
+01/06/2010,0.2,0,0.2,0,0,17.25,251.69,0.75
+02/06/2010,0,1.2,0.4,0,0,18.45,251.69,0.6
+03/06/2010,18,0.4,27.6,11.8,11.4,17.05,251.73,0.6
+04/06/2010,1.2,2.4,3.8,1.8,4,20.4,251.73,0.6
+05/06/2010,0,0,0,0,0,21.95,251.73,0.6
+06/06/2010,0,0,0,0,0,22.15,251.73,0.6
+07/06/2010,0,0,0,0,0,20.2,251.73,0.6
+08/06/2010,0,0,0,0,0,21.15,251.72,0.6
+09/06/2010,0,0,0,0,0,22.65,251.72,0.6
+10/06/2010,0,0,0,0,0,23.95,251.72,0.6
+11/06/2010,0,0,0,0,0,23.8,251.71,0.6
+12/06/2010,0,0,0,0,0,23.25,251.7,0.6
+13/06/2010,0,0,0,0,0,21.4,251.7,0.6
+14/06/2010,0,0,0,0,0,20.75,251.7,0.6
+15/06/2010,0,0.2,0.2,0,0.4,21.95,251.69,0.6
+16/06/2010,10.2,24.2,9.2,25,48.4,19.9,251.72,0.6
+17/06/2010,5,1.6,1.6,0.4,0.4,18.5,251.72,0.6
+18/06/2010,10.8,21.4,15.2,15.2,18,19.2,251.76,0.6
+19/06/2010,1,0.8,0.4,0,6.8,17.45,251.77,0.94
+20/06/2010,6.2,15,4.4,6.2,12.4,16.35,251.77,1.5
+21/06/2010,1.8,15,4.4,10.2,0.4,15.85,251.77,1.5
+22/06/2010,0,0.2,0.4,0,0,18.7,251.77,0.92
+23/06/2010,0,0,0,0,0,20,251.77,0.6
+24/06/2010,0,0,0,0,0,20.45,251.76,0.6
+25/06/2010,0,0,0,0,0,21.05,251.76,0.6
+26/06/2010,0,0,0,0,0,22.1,251.75,0.6
+27/06/2010,12,0,2,10,3.8,21.75,251.76,0.6
+28/06/2010,0,0,0,0,0,23.45,251.77,0.6
+29/06/2010,0,0,0,0,0,23.7,251.76,0.6
+30/06/2010,0,0,0,0,0,24.45,251.75,0.6
+01/07/2010,0,0,0,0,0,25.25,251.75,0.6
+02/07/2010,0,0,0,0,0,25.85,251.74,0.6
+03/07/2010,0,0,0,0,0,26.45,251.74,0.6
+04/07/2010,0,0,0,0,0,24.2,251.73,0.6
+05/07/2010,0,0,0.2,0,0,24.25,251.72,0.6
+06/07/2010,0,0,0,0,0,24.8,251.72,0.6
+07/07/2010,0.2,4.2,0,0.4,0.8,25.25,251.71,0.6
+08/07/2010,0,0,0,0,0,25.75,251.7,0.6
+09/07/2010,0,0,0,0,0,25.75,251.69,0.6
+10/07/2010,0,0,0,0,0,27.3,251.68,0.6
+11/07/2010,0,0,0,0,0,27.5,251.67,0.6
+12/07/2010,0,0,0,0,0,27,251.66,0.6
+13/07/2010,0,0,0,0,0,25.4,251.65,0.6
+14/07/2010,0,0,0,0,0,26.15,251.64,0.6
+15/07/2010,0,0,0,0,0,26.65,251.63,0.6
+16/07/2010,0,0,0,0,0,27.3,251.62,1.05
+17/07/2010,0,0,0,0,0,25.6,251.58,1.5
+18/07/2010,0,0,0,0,0,24.9,251.55,1.5
+19/07/2010,0,0,0,0,0,25,251.52,1.5
+20/07/2010,0,0,0,0,0,26.3,251.49,1.5
+21/07/2010,0,0,0,0,0,26,251.46,1.5
+22/07/2010,0,0,0,0,0,25.95,251.43,1.5
+23/07/2010,0,0,0,0,0,25.85,251.4,1.5
+24/07/2010,0,0,0,0,0,24.4,251.37,1.5
+25/07/2010,0,0,0,0,0,22.7,251.34,1.5
+26/07/2010,0,0,0,0,0,22,251.31,1.5
+27/07/2010,0,0,0,0,0,19.4,251.28,1.75
+28/07/2010,2.6,2.6,1.4,1,2.4,21.05,251.24,2
+29/07/2010,0,0,0,0,0,18.6,251.2,2
+30/07/2010,23.8,18,13.6,27.6,40,19.9,251.19,2
+31/07/2010,0,0,0,0,0,21.75,251.17,2
+01/08/2010,0,0,0,0,0,22.5,251.15,2
+02/08/2010,0,0,0,0,0,23.1,251.11,2
+03/08/2010,0,0,0,0,0,22.1,251.07,2.32
+04/08/2010,0,0,0,0,0,23.15,251.02,2.5
+05/08/2010,1.4,0,0,0,0,18.65,250.96,2.5
+06/08/2010,37.8,31.2,34.8,50.4,55.2,19.45,251,2.5
+07/08/2010,0,0,0,0.2,0,20.8,250.96,2.5
+08/08/2010,0,0,0,0,0,20.95,250.92,2.5
+09/08/2010,0,0,0,0,0,21.35,250.88,2.5
+10/08/2010,0,0,0,0,0,23.85,250.84,2.5
+11/08/2010,0,0,0,0,0,24.05,250.8,2.5
+12/08/2010,0,0,0,0,0,22.55,250.75,2.5
+13/08/2010,0.4,0,0.2,0,0,19.9,250.7,2.5
+14/08/2010,29.2,18.4,25,13,14.4,18.7,250.68,2.5
+15/08/2010,20.6,33.6,22.6,36.8,45.4,21.5,250.7,2.5
+16/08/2010,0,0,0,0,0,19.95,250.67,2.5
+17/08/2010,0,0,0.4,0,1.8,20.3,250.62,2.5
+18/08/2010,0,0,0,0,0,20.65,250.57,2.5
+19/08/2010,0,0.2,0,0,0,22.7,250.52,2.5
+20/08/2010,0,0,0,0,0,23.55,250.48,2.5
+21/08/2010,0,0,0,0,0,26.2,250.45,2.5
+22/08/2010,0,0,0,0,0,26.35,250.4,2.5
+23/08/2010,0,0,0,0,0,24.1,250.35,2.5
+24/08/2010,0,0,0,0,0,23.1,250.32,2.5
+25/08/2010,0,0,0,0,0,24.2,250.27,2.5
+26/08/2010,0,0,0,0,0,24.35,250.22,2.5
+27/08/2010,0,0,0,0,0,23.3,250.17,2.5
+28/08/2010,0,0,0,0,0,23.55,250.13,2.5
+29/08/2010,0,0,0,0,0,22.1,250.08,2.5
+30/08/2010,0,0,0,0,0,18.75,250.03,2.67
+31/08/2010,2.2,5.4,3,0.4,8.4,17.35,249.98,3
+01/09/2010,0,0,0.2,0,0,18.6,249.91,3
+02/09/2010,0,0,0,0,0,19.05,249.86,3
+03/09/2010,0,0,0,0,0,21.15,249.81,3
+04/09/2010,0,0,0,0,0,22.35,249.76,3
+05/09/2010,0,0,0,0,0,20.85,249.7,3
+06/09/2010,0,0.8,0,0,0,21.15,249.65,3
+07/09/2010,0,0,0,0,0,21.5,249.58,3
+08/09/2010,3.8,11.8,1,3,4,19.15,249.53,3
+09/09/2010,19.4,22,15.4,22.8,18.2,19.8,249.5,3
+10/09/2010,0,0,0.8,0,0,19.3,249.45,3
+11/09/2010,0,0,0,0,0,20.85,249.39,3
+12/09/2010,0,0,0,0,0,22,249.34,3
+13/09/2010,0,0,0,0,0,18.15,249.29,3
+14/09/2010,9.6,7,15,6.6,11.8,20.45,249.24,3
+15/09/2010,0,0,0,0,0,19.35,249.18,3
+16/09/2010,0,0,0,0,0,19.75,249.14,3
+17/09/2010,0,0.8,0,0,0.2,20.85,249.07,3
+18/09/2010,0.2,4.2,0.8,0,0.4,21.3,249.02,3
+19/09/2010,18.8,25.2,46.6,47.8,28.6,18.35,249.06,3
+20/09/2010,0,0,0,0.2,0,17.9,249.01,3
+21/09/2010,0,0,0,0,0,18.8,248.96,3
+22/09/2010,0,0,0,0,0,20.7,248.91,3
+23/09/2010,0,0,0,0,0,21.05,248.84,3
+24/09/2010,0,0,0,0,0,18.4,248.79,3
+25/09/2010,9.4,7,9,3.8,10,16.75,248.75,3
+26/09/2010,2.2,4,5.6,1.4,2.8,15.7,248.68,3
+27/09/2010,0,0.6,0,0,0,15.1,248.65,3
+28/09/2010,0,0.8,1,0,3.2,15.2,248.6,3
+29/09/2010,0,0.2,0,0,0.4,14.7,248.54,3
+30/09/2010,0,0,0,0,0,14.9,248.48,3
+01/10/2010,0,0,0,0,0,15.05,248.43,3
+02/10/2010,1.2,1,0.6,0.2,0.8,17.9,248.37,3
+03/10/2010,0,0,0,0,0,17.3,248.33,3
+04/10/2010,0.2,0,0,0,0,16.6,248.27,3
+05/10/2010,32.4,43.2,31.2,50.8,65.2,18.25,248.5,3
+06/10/2010,0,0.2,0,0.2,0.4,19.1,248.5,3
+07/10/2010,0.2,0,0,0,0,20,248.45,3
+08/10/2010,0,0,0,0,0,17.45,248.39,3
+09/10/2010,0,0,0,0,0,15.65,248.34,3
+10/10/2010,0,0,0,0,0,15.2,248.29,3
+11/10/2010,0,0,0,0,0,15.1,248.24,2.81
+12/10/2010,0.4,0.4,0,0,1,15.45,248.18,2.7
+13/10/2010,1.4,1.4,1.2,0,0.8,14.4,248.14,2.7
+14/10/2010,0,0,0,0,0,14.9,248.1,2.7
+15/10/2010,0,0,0,0,0,14.75,248.05,2.7
+16/10/2010,0,0.2,1,0,1,14.55,247.99,2.7
+17/10/2010,26.4,26.6,26,27.4,39,11.1,248,2.7
+18/10/2010,0.2,0,0,0,0.2,11.05,247.98,2.7
+19/10/2010,0,0,0,0,0,13.7,247.93,2.7
+20/10/2010,0.2,0,0,0,0,11.75,247.88,2.7
+21/10/2010,0.2,0,0,0,0.2,11.75,247.83,2.7
+22/10/2010,0.2,0,0.2,0,0,12.65,247.79,2.7
+23/10/2010,0,0,0,0,0,12.75,247.74,2.7
+24/10/2010,0,0.2,0,0.6,0.2,13.55,247.7,2.7
+25/10/2010,19.2,30,16.6,22,29,12.45,247.66,2.7
+26/10/2010,4.2,12.4,4.8,5.6,9.2,9.95,247.75,2.7
+27/10/2010,0,0,0.2,0.2,0,9.85,247.73,2.7
+28/10/2010,0,0,0,0,0,11.95,247.68,2.7
+29/10/2010,0,0,0,0,0,15,247.64,2.7
+30/10/2010,0,0,0,0,0,10.35,247.6,2.7
+31/10/2010,11.8,19.4,10.6,7.2,10,14.75,247.57,2.7
+01/11/2010,32.6,59.6,26.8,29.4,40,14.75,247.97,2.7
+02/11/2010,12.8,16.8,11.2,12.6,15.4,15.25,248.35,2.7
+03/11/2010,4.6,4.2,5.6,5,8,15.25,248.41,2.7
+04/11/2010,0.2,0.2,0.6,0.4,0.2,15.95,248.43,2.7
+05/11/2010,0.2,0,0.2,0,0,13.2,248.42,2.7
+06/11/2010,0.2,0,0.2,0,0.2,11.65,248.4,2.7
+07/11/2010,0.2,2,0.2,0.4,0.2,14.8,248.38,2.7
+08/11/2010,25.8,23.2,34.8,29.6,49.2,10.8,248.53,2.7
+09/11/2010,18.4,24.4,14,15.6,19.4,10.35,248.87,2.7
+10/11/2010,28.8,19.6,25.8,17,24.4,10.3,249.27,2.7
+11/11/2010,24.2,20.6,24,21.6,23,12.6,249.65,2.7
+12/11/2010,1.2,1,0.8,0.4,2.4,11.15,249.72,2.7
+13/11/2010,4,4.4,4.4,2,4.6,13.75,249.75,2.7
+14/11/2010,0,0.2,0,0.2,0,13.15,249.75,2.7
+15/11/2010,0.2,1.4,0.2,0.8,1.6,14.35,249.71,6.2
+16/11/2010,13,17,15.4,8,14.2,12.3,249.67,6.2
+17/11/2010,1.6,1,1.6,1,0.4,11.35,249.75,4.33
+18/11/2010,0,0,0,0,0,7.75,249.72,6.6
+19/11/2010,21.8,8,19.2,12.4,18.6,10.45,249.73,6.6
+20/11/2010,5.8,4.6,5,3.6,6.2,10.25,249.73,6.6
+21/11/2010,2.8,7.4,2.4,4.8,4.6,10.55,249.7,6.6
+22/11/2010,22.2,31.4,21.2,22.4,21.2,10.35,250.03,6.6
+23/11/2010,11,4,10,12.4,9.6,9.15,250.24,7.1
+24/11/2010,1.6,0,1.6,0.2,0,8.5,250.26,7.1
+25/11/2010,0,0,0,0,0,7.45,250.24,7.1
+26/11/2010,15.6,6,17,18,17.8,5.25,250.24,7.1
+27/11/2010,0,20,0.2,1.2,2.8,4.4,250.33,7.1
+28/11/2010,1.2,3.8,1.4,1,2.4,4.95,250.3,7.1
+29/11/2010,29.2,26.8,28.6,27,30,7.75,250.62,7.4
+30/11/2010,0,0.2,0,0,0,7.65,250.68,7.4
+01/12/2010,28.6,39,25.4,30,34.4,6.4,250.82,7.5
+02/12/2010,13.4,24.4,16.2,19.4,18.6,6.95,251.52,7.5
+03/12/2010,14,7,13.8,11.2,13.8,5.15,251.84,7.5
+04/12/2010,3.4,6.2,2.4,2.6,2.4,4.6,252.01,7.5
+05/12/2010,0,0.2,0,0.2,0,3.1,252.02,7.5
+06/12/2010,2.8,13.8,4,5.6,4,9.4,252.03,44.2
+07/12/2010,15.2,61.8,25,27.2,21.8,14.45,252.41,25.4
+08/12/2010,0.6,6,2.8,1.8,2,15.15,252.25,17.3
+09/12/2010,4.2,12.2,3,2.6,12.4,11.2,252.17,10.4
+10/12/2010,0,0,0,0,0,7.3,252.08,8.11
+11/12/2010,0,0,0,0,0,4.1,252.03,7.5
+12/12/2010,0.2,0,0,0,0,7.95,251.99,7.5
+13/12/2010,0,0,0,0,0,6.45,251.95,7.5
+14/12/2010,0.2,0,0,0,0,2.55,251.91,7.5
+15/12/2010,0,0,0,0,0,1.3,251.82,7.5
+16/12/2010,0,0,0,0,0,-0.85,251.74,7.5
+17/12/2010,0,0,0,0,0,-3.25,251.71,7.5
+18/12/2010,0,0,0,0,0,0.6,251.63,7.5
+19/12/2010,0.4,10,10.4,1.2,11,0.4,251.52,7.5
+20/12/2010,0.6,4,5,8.4,13.2,4.35,251.45,7.5
+21/12/2010,13.2,0.4,0,8.6,0.4,7.65,251.39,7.5
+22/12/2010,22.4,41.2,22.2,36.2,31.8,11.65,251.68,7.5
+23/12/2010,13.4,34.2,23.8,22.6,19.6,13.95,252.25,25.7
+24/12/2010,20.2,29.4,18.8,17.6,28.2,10.55,252.45,54
+25/12/2010,17.8,7,14.6,8.4,11.2,8.8,252.28,29.3
+26/12/2010,0.4,1.8,0.4,0.2,0.4,5.2,252.16,16.4
+27/12/2010,0,0.4,0.8,0.2,0.2,3.15,252.09,9.3
+28/12/2010,0,0.2,0,0,0,2.2,252.06,7.5
+29/12/2010,0,0,0,0,0,2.8,252,7.5
+30/12/2010,0.2,0,0,0,0,4.95,251.95,7.5
+31/12/2010,0.2,0.2,0.4,0.2,0.6,7.7,251.88,7.5
+01/01/2011,0.2,0,0.2,0,0,6.1,251.83,7.5
+02/01/2011,0,0,0,0,0,7.65,251.74,7.5
+03/01/2011,0,0,0,0,0,5.25,251.66,7.5
+04/01/2011,0,0,0,0,0,3.75,251.58,7.5
+05/01/2011,0,0,0,0,0,4.2,251.5,7.5
+06/01/2011,9.6,26,15.2,14,12.2,6.7,251.4,7.5
+07/01/2011,1.2,13.6,4,3.6,2.2,11.75,251.4,7.5
+08/01/2011,0,0,0.2,0,0,12.55,251.4,7.5
+09/01/2011,0,0,0,0,0,12.4,251.37,7.5
+10/01/2011,3,7.8,4,3.8,7.8,11.55,251.31,7.5
+11/01/2011,8.2,7,7.6,5.6,9.6,9.35,251.28,7.5
+12/01/2011,1,0.8,1,1,0.8,9.85,251.26,7.5
+13/01/2011,0.2,0,0,0,0,6.5,251.2,6.37
+14/01/2011,0,0,0,0,0,8.35,251.17,5.7
+15/01/2011,0,0,0,0,0,11.55,251.12,5.7
+16/01/2011,0.2,0,0,0,0.4,10.65,251.07,5.7
+17/01/2011,0.2,0,0,0.2,0,8.6,251.02,5.7
+18/01/2011,0,0,0,0,0,10,250.97,2.8
+19/01/2011,0.4,0,0,0.2,0.8,7.65,250.96,2.8
+20/01/2011,0.6,0,0.4,0,0.2,4.45,250.94,2.8
+21/01/2011,0.6,0.4,3.8,0.2,0.2,2.75,250.91,2.8
+22/01/2011,0,0,0.2,0,0,2.5,250.91,2.8
+23/01/2011,0,0,0.2,0,0,3.1,250.89,2.8
+24/01/2011,0,0,0,0,0,4.4,250.87,0.6
+25/01/2011,0,0,0,0,0,1.7,250.88,0.6
+26/01/2011,0,0,0,0,0,5.1,250.91,0.6
+27/01/2011,0.4,0,0.2,0.8,0,5.5,250.92,0.6
+28/01/2011,0,0,1.2,0,0,5.6,250.94,0.6
+29/01/2011,0,0,0.2,0,0,4,250.97,0.6
+30/01/2011,17.2,5.6,8.2,19.4,3.4,3.75,251,0.6
+31/01/2011,0.2,11.4,0,0,25,6.95,251.05,0.6
+01/02/2011,0,0,0,0,0.2,7.85,251.09,0.6
+02/02/2011,0,0,0,0,0,8.7,251.11,0.6
+03/02/2011,0,0,0,0,0,7.4,251.15,0.6
+04/02/2011,0,0,0,0,0,11.55,251.17,0.6
+05/02/2011,0,0,0,0,0,10,251.19,0.6
+06/02/2011,0,0,0,0,0,9.15,251.22,0.6
+07/02/2011,0,0,0,0,0,10.35,251.22,0.6
+08/02/2011,0,0,0,0,0,6.1,251.24,0.6
+09/02/2011,0,0,0,0,0,6.4,251.27,0.6
+10/02/2011,0,0,0,0,0,6.3,251.29,0.6
+11/02/2011,0,0,0,0,0,9.75,251.29,0.6
+12/02/2011,0,0,0,0,1.2,9.6,251.3,0.6
+13/02/2011,3.8,6.2,6.6,2.8,8.6,8.45,251.32,0.6
+14/02/2011,0,0.2,0.2,0,0.2,9.45,251.34,0.6
+15/02/2011,1.8,3,1.4,2.4,3.2,8.25,251.37,0.6
+16/02/2011,22.4,47,28.2,31.8,30.8,8.1,251.4,7.6
+17/02/2011,20,23.2,19.4,20.6,21,9.65,251.78,8.35
+18/02/2011,0.2,0,0,0.2,0.2,10.45,252.09,11.76
+19/02/2011,0,0,0,0,0,12.2,252.08,9.18
+20/02/2011,6.4,8.6,5.6,6.2,8.4,7.55,252.03,7.74
+21/02/2011,1.6,0.8,1.2,1.6,2.2,7.55,252,7.6
+22/02/2011,0.2,0,0,0,0,6.55,251.97,7.6
+23/02/2011,0,0.2,1,0,0,4.3,251.91,7.6
+24/02/2011,0,0,0,0,0,4.5,251.83,7.6
+25/02/2011,0,0,0,0,0,6.6,251.82,4.5
+26/02/2011,0,0,0,0,0,6.65,251.83,0.6
+27/02/2011,7.2,3,4.4,7.2,7.8,3.15,251.88,1.7
+28/02/2011,0,1,0,0.2,3,7.3,251.86,5.55
+01/03/2011,0.4,0,3.2,0,0.2,5.05,251.85,0.6
+02/03/2011,0.6,0.4,2.4,0.2,0,3.3,251.86,0.6
+03/03/2011,1.6,1.6,4.4,0.8,2,3.65,251.89,0.6
+04/03/2011,0,0,0,0,0,7.25,251.92,0.6
+05/03/2011,0,0,0.2,0.4,0,7.65,251.96,0.6
+06/03/2011,0,0,0,0,0.2,11.05,251.99,0.6
+07/03/2011,0,0,0,0,0,5.65,252.01,1.18
+08/03/2011,0,0,0,0,0,5.2,252.02,2.27
+09/03/2011,0,0,0,0,0,4.5,251.99,2.7
+10/03/2011,0,0,0,0,0,6.55,251.94,5.86
+11/03/2011,0,0,0,0,0,8,251.84,7.6
+12/03/2011,0,0.2,0,0.2,0.2,8.8,251.74,7.6
+13/03/2011,33.8,36.4,31.8,37.4,38.8,9.6,251.63,7.6
+14/03/2011,14.2,22.4,18.4,9.8,13,14.3,251.95,7.6
+15/03/2011,13.4,13.6,14.6,13,14,13.8,252.12,13.3
+16/03/2011,21.2,27.8,22.4,35.8,49,11.85,252.23,23.6
+17/03/2011,5.8,9,5.6,10.6,10.8,11.65,252.3,32
+18/03/2011,0,0,0,0,0,13.6,252.21,22.07
+19/03/2011,0.8,0,0.8,0.2,0.2,11.95,252.12,13.73
+20/03/2011,0,0,0,0,0,9.5,252.01,9.74
+21/03/2011,0,0,0,0,0,8,251.99,7.6
+22/03/2011,0,0,0,0,0,11,251.93,7.6
+23/03/2011,0,0,0,0,0,13.7,251.88,7.6
+24/03/2011,0,0,0,0,0,15.4,251.82,7.6
+25/03/2011,0,0,0,0,0,13.1,251.73,7.6
+26/03/2011,0,0,0,0,0,12.8,251.65,7.6
+27/03/2011,3.4,2.6,3.4,3.2,6.2,11.65,251.54,7.6
+28/03/2011,27.4,29.2,24.2,35.8,41.6,12.2,251.47,7.6
+29/03/2011,0.2,0,0,0.6,0.8,14.45,251.8,7.6
+30/03/2011,0,0,0,0,0,12.85,251.78,7.6
+31/03/2011,0,0,0,0,0,14.6,251.73,7.6
+01/04/2011,0,0,0,0,0,16.6,251.65,7.6
+02/04/2011,0,0,0,0,0,17.6,251.6,5.7
+03/04/2011,0,0,0,0,0,15.8,251.54,5.7
+04/04/2011,0,0,0,0,0,15.15,251.48,5.7
+05/04/2011,0,0,0,0,0,15.7,251.43,5.7
+06/04/2011,0,0,0,0,0,18.35,251.37,5.7
+07/04/2011,0,0,0,0,0,19.15,251.3,2
+08/04/2011,0,0,0,0,0,16.7,251.3,2
+09/04/2011,0,0,0,0,0,18.65,251.29,2
+10/04/2011,0,0,0,0,0.2,19,251.29,2
+11/04/2011,0,0,0,0,0,19.25,251.28,2
+12/04/2011,0.4,0,0.2,0,2,16.25,251.27,2
+13/04/2011,1.8,0,1.6,1.4,1.4,12.9,251.25,2
+14/04/2011,0.2,1.4,0.2,0,0.8,11.5,251.24,2
+15/04/2011,4.4,4,3.8,3.6,4.8,10.7,251.22,0.6
+16/04/2011,0,0,0,0,0,12.25,251.23,0.6
+17/04/2011,0,0,0,0,0,13.45,251.24,0.6
+18/04/2011,0,0,0,0,0,14.75,251.25,0.6
+19/04/2011,0,0,0,0,0,16.1,251.25,0.6
+20/04/2011,0,0,0,0,0,17.3,251.25,0.6
+21/04/2011,0,0,0,0,0,15.85,251.25,0.6
+22/04/2011,0,0.2,0,0,0,16.35,251.26,0.6
+23/04/2011,1.2,0.4,1,1.2,1.4,15.65,251.27,0.6
+24/04/2011,0.6,0.2,0.4,0.4,0.8,15.95,251.28,0.6
+25/04/2011,0,0,0,0,0,16.85,251.29,0.6
+26/04/2011,0,0,0,0,0,17.2,251.29,0.6
+27/04/2011,0.4,0,0,0,0,16.6,251.29,0.6
+28/04/2011,0,0,0,0,0,14.6,251.28,0.6
+29/04/2011,1.6,1,13.2,3.4,4.4,15.5,251.28,0.6
+30/04/2011,2,0.8,1.2,1.4,1.8,14.4,251.29,0.6
+01/05/2011,0.4,0.4,0.2,0.4,1,17.5,251.29,0.6
+02/05/2011,2.6,2.2,2.4,0.6,1.6,16.45,251.3,0.6
+03/05/2011,0,0,0,0.2,0.2,18.15,251.3,0.6
+04/05/2011,0.4,1,0.4,0,0,15.55,251.3,0.6
+05/05/2011,0,0,0,0,0,16.65,251.3,0.6
+06/05/2011,0,0,0,0,0,17.25,251.3,0.6
+07/05/2011,0,0,0,0,0,17.3,251.3,0.6
+08/05/2011,0,0,0,0,0,17.3,251.29,0.6
+09/05/2011,0,0,0,0,0,15.2,251.28,0.6
+10/05/2011,0,0,0,0,0,18.5,251.27,0.6
+11/05/2011,0,0,0,0,0,18.45,251.26,0.6
+12/05/2011,0,0,0,0,0,18.75,251.25,0.6
+13/05/2011,0,0,0,0,0,18.55,251.24,0.6
+14/05/2011,0,0,0,0,0,18.9,251.24,0.6
+15/05/2011,11,5,13.6,7.8,3.6,13.35,251.24,0.6
+16/05/2011,0,0,0.6,0.2,0,15.35,251.23,0.6
+17/05/2011,0,0,0,0,0,17.05,251.22,0.6
+18/05/2011,0,0,0,0,0,18.85,251.21,0.6
+19/05/2011,0,0,0,0,0,19.55,251.2,0.6
+20/05/2011,0,0.6,0,0,0,20,251.2,0.6
+21/05/2011,0,0,0,0,0,20.5,251.19,0.6
+22/05/2011,0,0,0,0,0,21.4,251.18,0.6
+23/05/2011,0,0,0,0,0,21.7,251.17,0.6
+24/05/2011,0,0,0,0,0,24.65,251.17,0.6
+25/05/2011,0,0,0,0,0,23.55,251.16,0.6
+26/05/2011,0,0,0,0,0,23.55,251.15,0.6
+27/05/2011,0,0.4,0,0,0,21.15,251.14,0.6
+28/05/2011,0,0,1,0,0,19.65,251.13,0.6
+29/05/2011,0,0,0,0,0,20.65,251.12,0.6
+30/05/2011,0,0,0,0,0,21.45,251.1,0.6
+31/05/2011,0,0,0,0,0,20.65,251.09,0.6
+01/06/2011,2.8,2,2.4,2.8,3.2,20.5,251.08,0.6
+02/06/2011,0,0,0,0,0,21.5,251.07,0.6
+03/06/2011,0,0,0,0,0,22.95,251.06,0.6
+04/06/2011,0,0,3.2,0,0,22.6,251.05,0.6
+05/06/2011,43.2,52,32.6,56.8,74,21,251.04,0.6
+06/06/2011,0.2,14.8,0,0.2,0,20,251.15,0.6
+07/06/2011,37.4,34.6,42.8,23.2,23.4,19.95,251.16,0.6
+08/06/2011,5,4.6,2.2,6,14,18.65,251.21,0.6
+09/06/2011,1,14.8,3.8,1.8,6.2,18.4,251.22,0.6
+10/06/2011,0,0,0,0,0,19.25,251.24,0.6
+11/06/2011,0,0,0,0,0,19.6,251.23,0.6
+12/06/2011,2,0,2,0,1,20.45,251.22,0.6
+13/06/2011,0.2,0.4,5.4,0,0,19.65,251.22,0.6
+14/06/2011,0,0,0,0,0,20.75,251.22,0.6
+15/06/2011,0,0,0,0,0,22.4,251.2,0.6
+16/06/2011,0,0,0,0,0,22.2,251.19,0.6
+17/06/2011,0,0,0,0,0,21.55,251.19,0.6
+18/06/2011,0,0,0.2,0,0,23.2,251.18,0.6
+19/06/2011,0,1.2,0.4,0,0,20.6,251.17,0.6
+20/06/2011,0,0,0,0,0,21.4,251.15,0.6
+21/06/2011,0,0,0,0,0,22.35,251.14,0.6
+22/06/2011,0,0,0,0,0,23.05,251.14,0.6
+23/06/2011,0,0,0,0,0,23,251.12,0.6
+24/06/2011,0,0,0,0,0,22.75,251.11,0.6
+25/06/2011,0,0,0,0,0,22.1,251.1,0.6
+26/06/2011,0,0,0,0,0,23.75,251.09,0.6
+27/06/2011,0,0,0,0,0,24.75,251.08,0.6
+28/06/2011,0,0,0,0,0,24.6,251.06,0.6
+29/06/2011,0,0,0,0,0,25.4,251.04,0.6
+30/06/2011,0,0,0,0,0,24.15,251.04,0.6
+01/07/2011,0.4,5.8,6.2,2.8,7,22.75,251.02,0.6
+02/07/2011,0.6,0.8,0.4,1,1.2,20.05,251.01,0.6
+03/07/2011,0,0,0,0,0,19.8,250.99,0.6
+04/07/2011,0,0.8,1,0,0.6,22.1,250.98,0.6
+05/07/2011,0.2,0,0,2.6,5.2,22.6,250.97,0.6
+06/07/2011,0,0,0,0,0,22.95,250.96,0.6
+07/07/2011,0,0,0,0,0,24.45,250.95,0.6
+08/07/2011,0,0,0,0,0,25.2,250.94,0.6
+09/07/2011,0,0,0,0,0,25.7,250.92,0.6
+10/07/2011,0,0,0,0,0,26.25,250.91,0.6
+11/07/2011,0,0,0,0,0,26.9,250.89,0.94
+12/07/2011,0,0,0,0,0,28.4,250.87,1.5
+13/07/2011,0,0,0,0,0,27.9,250.84,1.5
+14/07/2011,0,0,0,0,0,25.15,250.81,1.5
+15/07/2011,0,0,0,0,0,22.75,250.78,1.5
+16/07/2011,0,0,0,0,0,21.6,250.75,1.5
+17/07/2011,0,0,0,0,0,22.8,250.72,1.5
+18/07/2011,4,0.4,12.2,10.2,19.4,20.7,250.7,1.5
+19/07/2011,3.2,13.6,3.8,6.6,7.6,20.1,250.67,1.5
+20/07/2011,0.2,1.4,3.2,1.4,4.6,19.35,250.66,1.5
+21/07/2011,0,0,0.2,0,0,19.55,250.62,1.5
+22/07/2011,0,0,0,0,0,21.75,250.6,1.5
+23/07/2011,0,0,0,0,0,20.75,250.56,1.5
+24/07/2011,19.2,0,5.6,3.2,0,18.4,250.53,1.5
+25/07/2011,0,0,0,0,0.2,19.15,250.5,2
+26/07/2011,0.2,0,0,2,4,20.8,250.47,2
+27/07/2011,4.4,4.4,6.2,3.8,5,18.2,250.43,2
+28/07/2011,0,0,0,0,0,21.35,250.4,2
+29/07/2011,1,6.4,1.6,0.4,0,20.8,250.38,2
+30/07/2011,0,0,0,0,0,21.4,250.34,2
+31/07/2011,0,0,0,0,0,22.45,250.3,2
+01/08/2011,5.8,0,3,0.2,0.8,22.75,250.25,2
+02/08/2011,0,0,0,0,0,23.1,250.23,2
+03/08/2011,0,0,0,0,0,22.85,250.19,2.5
+04/08/2011,0,0,0,0,0,23.8,250.14,2.5
+05/08/2011,0,0,0,0,0,25.5,250.1,2.5
+06/08/2011,0,0,0,0,0,24.55,250.05,2.5
+07/08/2011,0,0,0,0,0,24.75,250,2.5
+08/08/2011,2.8,4,2.8,4,7.8,23.8,249.96,2.5
+09/08/2011,0,0,0,0,0,22.3,249.91,2.5
+10/08/2011,0,0,0,0,0,22.35,249.86,2.5
+11/08/2011,0,0,0,0,0,21.5,249.82,2.5
+12/08/2011,0,0,0,0,0,21.8,249.77,3
+13/08/2011,0,0,0,0,0,22,249.71,3
+14/08/2011,0,0,0,0,0,24.1,249.65,3
+15/08/2011,0,0,0,0,0,23.95,249.6,3
+16/08/2011,0,0,0,0,0,25.6,249.54,3
+17/08/2011,0,0,0,0,0,29.85,249.47,3
+18/08/2011,0,0,0,0,0,27.65,249.41,3
+19/08/2011,0,0,0,0,0,26.85,249.34,3.2
+20/08/2011,0,0,0,0,0,27.85,249.28,3.5
+21/08/2011,0,0,0,0,0,29.35,249.21,3.5
+22/08/2011,0,0,0,0,0,29.85,249.15,3.5
+23/08/2011,0,0,0,0,0,28.75,249.07,3.5
+24/08/2011,0,0,0,0,0,27.9,249.01,3.5
+25/08/2011,0,0,0,0,0,27.05,248.94,3.5
+26/08/2011,0,0,0,0,0,27.3,248.87,3.5
+27/08/2011,0,0,0,0,0,22.2,248.8,3.5
+28/08/2011,0,0,0,0,0,22.65,248.72,3.5
+29/08/2011,0,0,0,0,0,24.05,248.67,3.5
+30/08/2011,0,0,0,0,0,22,248.59,3.5
+31/08/2011,0,0,0,0,0,23.2,248.53,3.5
+01/09/2011,0,0,0,0,0,23.9,248.46,3.5
+02/09/2011,0,0,0,0,0,24.5,248.38,3.5
+03/09/2011,0,0,0,0,0,26.3,248.33,3.5
+04/09/2011,1.4,3.2,6.8,3.8,9.6,23.25,248.26,3.5
+05/09/2011,5.2,4.6,6,3.6,6.6,22,248.21,3.5
+06/09/2011,0,0,0,0,0,23.3,248.14,3.5
+07/09/2011,0,0,0,0,0,21.5,248.07,3.5
+08/09/2011,0,0,0,0,0,21.55,248,3.5
+09/09/2011,0,0,0,0,0,23.75,247.93,3.5
+10/09/2011,0,0,0,0,0,23.75,247.87,3.5
+11/09/2011,0,0,0,0,0,24.75,247.8,3.5
+12/09/2011,0,0,0,0,0,23.65,247.73,3.5
+13/09/2011,0,0,0,0,0,25.8,247.66,3.5
+14/09/2011,0,0,0,0,0,25,247.59,3.5
+15/09/2011,0,0,0,0,0,24.15,247.52,3.5
+16/09/2011,0,0,0,0,0,23.35,247.44,3.5
+17/09/2011,0,0,0,0,0,22.5,247.37,3.5
+18/09/2011,3.6,15.6,4,9.2,8.2,20.5,247.29,3.5
+19/09/2011,7.6,2.8,9.6,9.8,8.4,17.05,247.32,3
+20/09/2011,1.8,1.4,6.6,2.8,1.6,16.95,247.26,3
+21/09/2011,0,0,0,0,0,22.45,247.21,3
+22/09/2011,0,0,0,0,0,21.5,247.14,3.5
+23/09/2011,0,0,0,0,0,22.7,247.08,3.5
+24/09/2011,0,0,0,0,0,22.15,247,3.5
+25/09/2011,0,0,0,0,0.6,22.75,246.92,3.5
+26/09/2011,0,0,0,0,0,23.45,246.86,3.5
+27/09/2011,0,0,0,0,0,23.75,246.78,3.5
+28/09/2011,0,0,0,0,0,22.35,246.71,3.5
+29/09/2011,0,0,0,0,0,22.5,246.63,3.5
+30/09/2011,0,0,0,0,0,22.6,246.57,3.5
+01/10/2011,0,0,0,0,0,23.15,246.5,3.5
+02/10/2011,0,0,0,0,0,24.25,246.42,3.5
+03/10/2011,0,0,0,0,0,22.7,246.35,3.5
+04/10/2011,0,0,0,0,0,21.45,246.27,3.5
+05/10/2011,0,0,0,0,0,22.05,246.21,3.5
+06/10/2011,0,0,0,0,0,19.6,246.14,3.5
+07/10/2011,11.2,15.8,9.8,15.4,20.2,15.2,246.08,3.5
+08/10/2011,0.2,0,0,0,0.2,14.55,246.02,3.5
+09/10/2011,0,0,0,0,0,14.25,245.94,3.5
+10/10/2011,0,0,0,0,0,14.35,245.81,3.5
+11/10/2011,0,0,0,0,0,17.45,245.73,3.5
+12/10/2011,0,0,0,0,0,17.45,245.65,3.5
+13/10/2011,0,0,0,0,0,19.35,245.59,3.5
+14/10/2011,0,0,0,0,0,14.4,245.5,3.5
+15/10/2011,0,0,0,0,0,11.5,245.43,3.5
+16/10/2011,0,0,0,0,0,13,245.37,3.5
+17/10/2011,0,0,0,0,0,14.25,245.28,3.5
+18/10/2011,0,0.2,0,0,0,12.6,245.21,3.5
+19/10/2011,0,0.8,0,0,0,16.6,245.13,3.5
+20/10/2011,22.6,16,27.4,23,17.6,12.85,245.07,3.5
+21/10/2011,0,0,0,0,0,11.2,245.01,3.5
+22/10/2011,0,0,0,0,0,10.75,244.94,3.5
+23/10/2011,0,0,0,0,0,11.15,244.86,3.5
+24/10/2011,0.4,0.4,0.2,1.4,1.6,11.45,244.78,3
+25/10/2011,13.2,24.2,13.6,14.6,12.2,14.2,244.73,3
+26/10/2011,49,47.8,49.4,54.2,62.6,15.75,244.77,2.75
+27/10/2011,0.2,0,0.6,0.2,0.2,12.95,244.75,2
+28/10/2011,0.2,0,0,0,0.2,14.8,244.71,2
+29/10/2011,0.2,0,0,0.2,0,15.15,244.68,2
+30/10/2011,0.2,0,0,0,0,14.95,244.64,2
+31/10/2011,0,0,0,0,0,14,244.59,2
+01/11/2011,0.2,0,0,0,0,13.85,244.56,2
+02/11/2011,0,0,0,0,0,14.15,244.51,2
+03/11/2011,0.2,0,0,0,0,12.75,244.47,2
+04/11/2011,1.6,6.2,2.4,3.6,2.4,15.3,244.43,2
+05/11/2011,0,2.4,1.4,0,0,18.15,244.39,2
+06/11/2011,4.4,6.6,0.2,4.8,5.2,15.15,244.36,2
+07/11/2011,12,16.4,1,15,16.6,12.5,244.36,2
+08/11/2011,5.8,8.2,0.2,7,5,15.7,244.36,1.3
+09/11/2011,0,0,0,0,0,14.6,244.35,0.6
+10/11/2011,0.2,0,0,0,0,14.7,244.35,0.6
+11/11/2011,0,0,0,0,0,13.85,244.32,0.82
+12/11/2011,0,0,0,0,0,11.15,244.29,1.5
+13/11/2011,0,0,0,0,0,12.15,244.27,1.5
+14/11/2011,0.2,0,0,0,0,12.75,244.22,1.5
+15/11/2011,0,0,0,0,0,9.75,244.18,1.29
+16/11/2011,0.2,0,0,0,0,11.25,244.18,1
+17/11/2011,0,0,0,0,0,11.05,244.17,1
+18/11/2011,0.2,0,0,0,0,9,244.15,1
+19/11/2011,0.2,0,0,0,0,8.1,244.13,1
+20/11/2011,0.2,0,0,0.2,0,8.6,244.11,1
+21/11/2011,0,0,0,0,0,10.3,244.09,1
+22/11/2011,0,0,0,0,0,10.4,244.07,1
+23/11/2011,0,0,0.4,0,0,12.7,244.05,1
+24/11/2011,0,0,0,0,0,11.85,244.03,1
+25/11/2011,0,0,0,0,0,12.4,244,1
+26/11/2011,0,0,0,0,0,10.75,243.98,1
+27/11/2011,0,0,0,0,0,10.55,243.96,1
+28/11/2011,0,0,0,0,0,11.55,243.94,1
+29/11/2011,0.2,0,0,0,0,11.4,243.92,1
+30/11/2011,0,0,0,0,0,9.7,243.9,1
+01/12/2011,1.4,1.2,1,2.8,3.8,8.05,243.88,1
+02/12/2011,8.4,2.4,5.2,4.6,9.4,13,243.86,1
+03/12/2011,2,5,2.2,5.4,2.4,14.5,243.85,1
+04/12/2011,2.8,5.2,3.4,5,5.8,12.5,243.85,1
+05/12/2011,14,18.2,8.6,17.8,30.4,13.35,243.84,0.8
+06/12/2011,0,0,0,0,0,10.35,243.9,0.6
+07/12/2011,0.2,0,0,0,0,9.95,243.9,0.6
+08/12/2011,0,0,0,0,0,13.2,243.89,0.6
+09/12/2011,1,0.4,0.8,0.8,1.8,9.75,243.89,0.6
+10/12/2011,7.8,1.4,6.8,7.2,9.4,12.65,243.89,0.6
+11/12/2011,0.4,0,0,0,0.6,12.55,243.89,0.6
+12/12/2011,31,40.8,29.8,37.2,38,9.8,243.91,0.6
+13/12/2011,0.4,0,0.2,0.2,0.4,9,244.05,0.6
+14/12/2011,16.4,11.6,12,12,14,12.35,244.09,0.6
+15/12/2011,0.8,2,2,2.2,0.6,12.45,244.17,0.6
+16/12/2011,30.2,32.8,21.4,44.6,24.4,12.2,244.21,0.6
+17/12/2011,2,4,4.6,4.2,0.6,8.05,244.64,0.6
+18/12/2011,0.2,0,0,0,0,5,244.74,0.6
+19/12/2011,0,0,0,0,0,5.35,244.77,0.6
+20/12/2011,0,0,0,0,0,2.2,244.78,0.6
+21/12/2011,0,0,0,0,0,5.45,244.77,0.6
+22/12/2011,0,0,0,0,0,6.65,244.79,0.6
+23/12/2011,0.2,0,0,0,0,7.65,244.78,0.6
+24/12/2011,5.8,6,9,5.2,7,4.9,244.78,0.6
+25/12/2011,0,0,0,0,0,8.9,244.79,0.6
+26/12/2011,0,0,0,0,0,9.5,244.79,0.6
+27/12/2011,0,0,0,0,0,10.4,244.78,0.6
+28/12/2011,0,0,0,0,0,8,244.78,0.6
+29/12/2011,0.2,0,0,0,0.2,7,244.78,0.6
+30/12/2011,0,0,0,0,0,6.3,244.77,0.6
+31/12/2011,0,0,0,0,0,7.2,244.77,0.6
+01/01/2012,0,0,0,0,0,7.45,244.77,0.6
+02/01/2012,12.6,12,13.6,13.4,13.4,9.25,244.75,0.6
+03/01/2012,3.8,1.2,5,3.8,4,8.5,244.8,0.6
+04/01/2012,2,3.6,2,2.6,3.6,7.3,244.82,0.6
+05/01/2012,2.2,3.6,2,1.8,3.2,6.75,244.84,0.6
+06/01/2012,0,0,0,0,0,8.9,244.86,0.6
+07/01/2012,0,0,0,0,0,8.25,244.86,0.6
+08/01/2012,0,0,0,0,0,7,244.87,0.6
+09/01/2012,0.2,0,0,0,0,9.7,244.87,0.6
+10/01/2012,0,0,0,0,0,7.3,244.86,0.6
+11/01/2012,0.2,0,0,0,0,7.75,244.86,0.6
+12/01/2012,0,0,0,0,0,6.35,244.86,0.6
+13/01/2012,0,0,0,0,0,10.9,244.86,0.6
+14/01/2012,0,0,0,0,0,8.2,244.86,0.6
+15/01/2012,0.2,0,0,0,0,5.25,244.86,0.6
+16/01/2012,0,0,0,0,0,4.65,244.84,0.6
+17/01/2012,0,0,0,0,0,3.9,244.83,0.6
+18/01/2012,0,0,0,0,0,5.15,244.83,0.6
+19/01/2012,0,0,0,0,0.4,6.05,244.83,0.6
+20/01/2012,0.4,0,0.6,0.4,1,10.1,244.82,0.6
+21/01/2012,0,0,0,0,0,8.8,244.81,0.6
+22/01/2012,0,0,0,0,0,11.15,244.8,0.6
+23/01/2012,0,0,0,0,0,11.4,244.79,0.6
+24/01/2012,0,0,0,0,0,9.8,244.78,0.6
+25/01/2012,0,0,0,0,0,6.5,244.78,0.6
+26/01/2012,0,0,0,0,0,5.25,244.77,0.6
+27/01/2012,0,0,0,0,0,7.15,244.75,0.6
+28/01/2012,0,0,0,0,0,7.1,244.75,0.6
+29/01/2012,0.2,0,0,0,0,6.3,244.75,0.6
+30/01/2012,0,0,0,0,0,2.8,244.74,0.6
+31/01/2012,0.2,0,0,0,0,1.4,244.73,0.6
+01/02/2012,0.2,0,0,0,0,-0.85,244.72,0.6
+02/02/2012,0.2,0,0,0,0,-0.85,244.71,0.6
+03/02/2012,0,0,0,0,0,-2.85,244.7,0.6
+04/02/2012,0,0,0,0,0,-3.8,244.7,0.6
+05/02/2012,0,0,0,0,0,-0.85,244.69,0.6
+06/02/2012,0,0,0,0,2.6,-1.6,244.68,0.6
+07/02/2012,0,0,0,0,0.4,0.5,244.67,0.6
+08/02/2012,0,0,0,1,0.8,2.65,244.65,0.6
+09/02/2012,0,0,0,0,5.2,5.1,244.65,0.6
+10/02/2012,0,0,0,0,0,0.95,244.64,0.6
+11/02/2012,0,0,0,0,0,-0.75,244.63,0.6
+12/02/2012,0,0,0,0,0,-0.85,244.62,0.6
+13/02/2012,0,0,0,0,0,1.85,244.61,0.6
+14/02/2012,0,0,0,0,0,3.95,244.59,0.6
+15/02/2012,0,0,0,0,0,2,244.57,0.6
+16/02/2012,0,0,0,0,0,9.05,244.57,0.6
+17/02/2012,0,0,0,0,0,7.55,244.57,0.6
+18/02/2012,0.8,0,1.6,1.8,3,8.8,244.57,0.6
+19/02/2012,6.6,6.2,6.4,6.6,10,8.5,244.56,0.6
+20/02/2012,3.2,3.2,5.2,6.4,4.2,6.1,244.61,0.6
+21/02/2012,0,0,0,0,0,6.7,244.64,0.6
+22/02/2012,0,0,0,0,0,8.1,244.69,0.6
+23/02/2012,0,0,0,0,0,13.1,244.69,0.6
+24/02/2012,0,0,0,0,0,12.45,244.69,0.6
+25/02/2012,0,0,0,0,0,9.85,244.7,0.6
+26/02/2012,0.2,0,1.6,0,0,12.15,244.7,0.6
+27/02/2012,0,0,0,0,0,9.2,244.71,0.6
+28/02/2012,0,0,0,0,0,10.3,244.71,0.6
+29/02/2012,0,0,0,0,0,12.05,244.71,0.6
+01/03/2012,0.2,0,0,0,0.2,14.4,244.71,0.6
+02/03/2012,0,0,0,0,0,13.7,244.71,0.6
+03/03/2012,0,0,0,0,0,12.25,244.71,0.6
+04/03/2012,0,0,0,0,0,12.85,244.71,0.6
+05/03/2012,6.6,7.6,6.8,3,5.4,11.55,244.71,0.6
+06/03/2012,15,13.6,9,16,16,7.75,244.74,0.6
+07/03/2012,0,0,0,0,0,9.65,244.8,0.6
+08/03/2012,0,0,0,0,0,8.8,244.82,0.6
+09/03/2012,0,0,0,0,0,10.2,244.84,0.6
+10/03/2012,0,0,0,0,0,10.25,244.84,0.6
+11/03/2012,0,0,0,0,0,11.95,244.83,0.6
+12/03/2012,0,0,0,0,0,14,244.83,0.6
+13/03/2012,0,0,0,0,0,14.8,244.83,0.6
+14/03/2012,0,0,0,0,0,14.4,244.83,0.45
+15/03/2012,0,0,0,0,0,13.75,244.83,0.45
+16/03/2012,0,0,0,0,0,12.3,244.83,0.45
+17/03/2012,0,0,0,0,0,13.1,244.83,0.45
+18/03/2012,0.8,0.2,0.8,0,1.2,13.75,244.83,0.45
+19/03/2012,4.4,1.4,12.2,9.2,12.8,12.7,244.84,0.45
+20/03/2012,0,0,0,0,0,12.35,244.85,0.45
+21/03/2012,0,0,0,0,0,17.6,244.86,0.45
+22/03/2012,0,0,0,0,0,18.1,244.86,0.45
+23/03/2012,0,0,0,0,0,15.75,244.86,0.45
+24/03/2012,0,0,2,0.2,0.2,16.4,244.86,0.45
+25/03/2012,0,0,0,0,0,16.3,244.85,0.45
+26/03/2012,0,0,0,0,0,18.2,244.84,0.45
+27/03/2012,0,0,0,0,0,18.15,244.83,0.45
+28/03/2012,0,0,0,0,0,18,244.83,0.45
+29/03/2012,0,0,0,0,0,16.1,244.83,0.45
+30/03/2012,0,0,0,0,0,15.3,244.83,0.45
+31/03/2012,0,0,0,0,0,14.15,244.83,0.45
+01/04/2012,0,0,0,0,0,15.85,244.83,0.45
+02/04/2012,0.2,0,0,0,0,15.7,244.82,0.45
+03/04/2012,1.4,5.4,2.4,1.4,2,14.1,244.82,0.45
+04/04/2012,0.2,0,0,0,0,15.25,244.81,0.45
+05/04/2012,0,0,0,0,0,16.85,244.8,0.45
+06/04/2012,0,0,0,1,0,15.3,244.8,0.45
+07/04/2012,11,0.6,3,6.2,16.2,13.2,244.8,0.45
+08/04/2012,15.8,12.6,14,21.2,18.2,9.3,244.8,0.45
+09/04/2012,0,0,0,0,0,9.5,244.82,0.45
+10/04/2012,1.8,1,0.6,1.8,2.4,10.65,244.83,0.45
+11/04/2012,27.2,33.2,24.6,35.8,31.8,10.7,244.86,0.45
+12/04/2012,0,0,0.2,0.4,1.4,12.5,245.08,0.45
+13/04/2012,0.4,0,0.6,0.8,0.8,11.9,245.14,0.45
+14/04/2012,10.2,8.8,10,8.8,14.2,11.05,245.17,0.45
+15/04/2012,3,3,5.2,3,3.6,12.7,245.24,0.45
+16/04/2012,4.6,0.4,3,2,11.4,11.7,245.29,0.45
+17/04/2012,0,0,0.2,0,0,14.6,245.31,0.45
+18/04/2012,7.2,2.2,5.2,5.8,7.6,11.75,245.34,0.45
+19/04/2012,7.8,15,13.6,16,8.4,12,245.37,0.45
+20/04/2012,14.8,13.4,17.4,18.6,23.8,11.15,245.47,0.45
+21/04/2012,25,7,12.8,23,27,12.2,245.91,0.45
+22/04/2012,3.2,7.2,4,6,2.8,13.15,246.13,0.45
+23/04/2012,0,0.2,0,0,0,13.3,246.22,0.45
+24/04/2012,13.2,17.2,9,18.2,12.8,12.5,246.28,0.45
+25/04/2012,0.4,0.6,1.2,1.8,1.8,14.1,246.5,0.45
+26/04/2012,0,0,0,0,0,15.55,246.59,0.45
+27/04/2012,0,0,0,0,0,19.5,246.64,0.45
+28/04/2012,0,0,0,0,0,23.15,246.69,0.45
+29/04/2012,0,0,0.2,0,0.2,18.15,246.72,0.45
+30/04/2012,1.6,2,2.2,2,2,18.2,246.74,0.45
+01/05/2012,7,8.8,13,6,9.6,17.1,246.76,0.45
+02/05/2012,0,0,0,0,0.2,15.8,246.79,0.45
+03/05/2012,0,0,0,0,0,15.5,246.82,0.45
+04/05/2012,0,0,0,0,0,15.2,246.83,0.45
+05/05/2012,0,1.4,0,0.2,0.2,15.1,246.85,0.45
+06/05/2012,15,16,16.6,13,17,15.25,246.87,0.45
+07/05/2012,8.2,11.4,13.2,11.2,14.2,16.4,246.93,0.45
+08/05/2012,0,0,0,0,0,16.95,247.02,0.45
+09/05/2012,0,0,0,0,0,17.25,247.06,0.45
+10/05/2012,0,0,0,0,0,20.1,247.09,0.45
+11/05/2012,0,0,0,0,0,22.55,247.1,0.45
+12/05/2012,0,0,0,0,0,21.6,247.11,0.45
+13/05/2012,1.2,2.6,3.8,3.4,6,14.4,247.12,0.45
+14/05/2012,0,0,0,0,0,13.6,247.14,0.45
+15/05/2012,0,0,0,0,0,14.3,247.14,0.45
+16/05/2012,0.4,2.2,2.8,1.4,0.6,14.15,247.14,0.45
+17/05/2012,0,0,0,0,0,16.15,247.15,0.45
+18/05/2012,0,0,0,0,0,14.65,247.14,0.45
+19/05/2012,0.2,0.2,0.8,0.8,0.8,16.7,247.14,0.45
+20/05/2012,16.2,33,32.8,32.2,33.2,15.2,247.15,0.45
+21/05/2012,10,22.6,33.2,23.4,23.6,15.2,247.29,0.45
+22/05/2012,1,0.2,0,0.2,2.4,16.2,247.56,0.45
+23/05/2012,0,0.8,1.2,0.4,0.4,19.25,247.63,0.45
+24/05/2012,0,0,0.6,0,0,21.9,247.66,0.45
+25/05/2012,0,0,0.2,0.2,0,21.4,247.7,0.45
+26/05/2012,0,0,0.8,0,0,19.8,247.73,0.45
+27/05/2012,0,0,0,0,0,18.6,247.76,0.45
+28/05/2012,2.4,6.8,5.8,5.6,4.6,17.1,247.78,0.45
+29/05/2012,0,0,0,0,0,19.25,247.79,0.45
+30/05/2012,0,0.6,0,0,0,19.15,247.8,0.45
+31/05/2012,0,0,0,0,0,20.2,247.81,0.45
+01/06/2012,0,0,0,0,0,19.1,247.82,0.45
+02/06/2012,0,0,0,0,0,21,247.81,0.45
+03/06/2012,0,0,0,0,0,21.9,247.8,0.45
+04/06/2012,9,7.2,13,13,15.6,17.8,247.8,0.45
+05/06/2012,0,0,0,0,0,19.1,247.84,0.45
+06/06/2012,0,0,0,0,0,18.7,247.84,0.45
+07/06/2012,0,0,0,0,0,20.1,247.84,0.45
+08/06/2012,0,0,0,0,0,21.95,247.84,0.45
+09/06/2012,0.2,0.8,1,1.2,0.2,22.25,247.84,0.45
+10/06/2012,0.2,0.2,0,1,2,19.2,247.84,0.45
+11/06/2012,5.2,8.2,7.2,8.6,24,19.7,247.84,0.45
+12/06/2012,6,6.8,11.4,12.8,9,18.5,247.85,0.45
+13/06/2012,0,0,0.2,0,0,18.25,247.86,0.45
+14/06/2012,0,0,0,0,0,19.2,247.85,0.45
+15/06/2012,0,0,0,0,0,20.55,247.85,0.45
+16/06/2012,0,0,0,0,0,23.55,247.84,0.45
+17/06/2012,0,0,0,0,0,25.15,247.83,0.45
+18/06/2012,0,0,0,0,0,26.8,247.82,0.45
+19/06/2012,0,0,0,0,0,27.1,247.81,0.45
+20/06/2012,0,0,0,0,0,25.9,247.8,0.45
+21/06/2012,0,0,0,0,0,24.9,247.8,0.45
+22/06/2012,0,0,0,0,0,24.1,247.79,0.45
+23/06/2012,0,0,0,0,0,23.9,247.78,0.45
+24/06/2012,0,0,0,0,0,24.45,247.77,0.45
+25/06/2012,0,0,0,0,0,23.2,247.76,0.45
+26/06/2012,0,0,0,0,0,23.95,247.75,0.45
+27/06/2012,0,0,0,0,0,27.15,247.74,0.45
+28/06/2012,0,0,0,0,0,26.5,247.73,0.45
+29/06/2012,0,0,0,0,0,25.6,247.71,0.45
+30/06/2012,0,0,0,0,0,26.75,247.7,0.45
+01/07/2012,0,0,0,0,0,27.7,247.69,0.45
+02/07/2012,0,0,0,0,0,26.45,247.68,0.45
+03/07/2012,0,0,0,0,0,23.25,247.67,0.45
+04/07/2012,0,0,0,0,0,23.3,247.66,0.45
+05/07/2012,0,0,0,0,0,25.1,247.64,0.45
+06/07/2012,0,0,0,0,0,24.9,247.63,0.45
+07/07/2012,0,0,0,0,0,24.1,247.62,0.45
+08/07/2012,0,0,0,0,0,24.8,247.6,0.45
+09/07/2012,0,0,0,0,0,26.3,247.58,0.45
+10/07/2012,0,0,0,0,0,25,247.57,1
+11/07/2012,0,0,0,0,0,24.35,247.55,1
+12/07/2012,0,0,0,0,0,24.65,247.52,1
+13/07/2012,0,0,0,0,0,21.7,247.5,1
+14/07/2012,0,0,0,0,0,25.45,247.47,1
+15/07/2012,0,0,0,0,0,21.75,247.44,1
+16/07/2012,0,0,0,0,0,22.5,247.42,1
+17/07/2012,0,0,0,0,0,24.7,247.39,1
+18/07/2012,0,0,0,0,0,25.4,247.36,1
+19/07/2012,0,0,0,0,0,24.95,247.35,1
+20/07/2012,0,0,0,0,0,25.8,247.32,1
+21/07/2012,0,0,0,0,0,24.6,247.27,1.5
+22/07/2012,0,0,0,0,0,22.25,247.24,1.5
+23/07/2012,0,0,0,0,0,19.7,247.2,1.5
+24/07/2012,0,0,0,0,0,23,247.17,1.5
+25/07/2012,0,2,1.8,0.4,0,24.85,247.12,1.5
+26/07/2012,0,0,0,0,0,24.65,247.09,1.5
+27/07/2012,0,0,0,0,0,26.75,247.06,1.5
+28/07/2012,0,0,0,0,0,27.25,247.02,1.5
+29/07/2012,0,0,0,0,0,25.9,246.98,1.5
+30/07/2012,0,0,0,0,0,24.9,246.94,1.5
+31/07/2012,0,0,0,0,0,25.35,246.92,1.5
+01/08/2012,0,0,0,0,0,28.6,246.88,1.5
+02/08/2012,0,0,0,0,0,27.1,246.83,1.5
+03/08/2012,0,0,0,0,0,25.45,246.8,1.5
+04/08/2012,0,0,0,0,0,26.95,246.77,1.5
+05/08/2012,0,0,0,0,0,26.6,246.74,1.5
+06/08/2012,0,0,0,0,0,26.75,246.7,1.5
+07/08/2012,0,0,0,0,0,26.75,246.65,2
+08/08/2012,0,0,0,0,0,25.5,246.61,2
+09/08/2012,0,0,0,0,0,27.75,246.56,2
+10/08/2012,0,0,0,0,0,26.15,246.51,2
+11/08/2012,0,0,0,0,0,25.45,246.46,2
+12/08/2012,0,0,0,0,0,24.75,246.41,2
+13/08/2012,0,0,0,0,0,24.9,246.36,2
+14/08/2012,0,1.6,0.8,0,2.2,25.2,246.32,2
+15/08/2012,0,0,0,0,0,26.15,246.26,2
+16/08/2012,0,0,0,0,0,24.65,246.21,2
+17/08/2012,0,0,0,0,0,26.75,246.18,2.5
+18/08/2012,0,0,0,0,0,29.8,246.13,2.5
+19/08/2012,0,0,0,0,0,28.85,246.06,2.5
+20/08/2012,0,0,0,0,0,29.65,246.01,2.5
+21/08/2012,0,0,0,0,0,29,245.93,2.5
+22/08/2012,0,0,0,0,0,28.25,245.88,2.5
+23/08/2012,0,0,0,0,0,27.95,245.83,2.5
+24/08/2012,0,0,0,0,0,27.1,245.78,2.5
+25/08/2012,0,0,0,0,0,26.35,245.72,2.5
+26/08/2012,4,3.6,5.8,9.8,16.4,22.05,245.66,2.5
+27/08/2012,0,0,0,0,0,24,245.61,2.5
+28/08/2012,0,0,0,0,0,24.7,245.56,2.5
+29/08/2012,0,0,0,0,0,24.5,245.5,2.5
+30/08/2012,0,0,0,0,0,24.9,245.44,2.5
+31/08/2012,0,22.2,9.8,7.6,5.6,21.45,245.39,2.5
+01/09/2012,0,6.2,2.6,6.4,6,17.8,245.34,2
+02/09/2012,0,0,0.2,0.2,0.2,18.6,245.3,2
+03/09/2012,0,17.2,18.4,18.2,17.6,20.15,245.27,2
+04/09/2012,0,0.6,0.6,0,0.2,20.55,245.23,1
+05/09/2012,0,1.8,0,0.6,0.2,21.75,245.21,1
+06/09/2012,0,0,0,0,0,22.85,245.17,1
+07/09/2012,0,0,0,0,0,24.25,245.14,1.5
+08/09/2012,0,0,0,0,0,24.2,245.11,1.5
+09/09/2012,0,0,0,0,0,24.15,245.08,1.5
+10/09/2012,0,0,0,0,0,22.7,245.04,2.5
+11/09/2012,0,0,0,0,0,21.5,244.99,2.5
+12/09/2012,0.2,9.6,0,0.2,0,20.6,244.92,3
+13/09/2012,2.2,4.6,1.6,3.2,4.4,16.75,244.85,3
+14/09/2012,0,0,0.2,0,0,17.9,244.79,2.5
+15/09/2012,0,0,0,0,0,20,244.71,2.5
+16/09/2012,0,0,0,0,0,20.6,244.67,2.5
+17/09/2012,0,0,0,0,0,19.65,244.61,2.5
+18/09/2012,0,0,0,0,0,20.85,244.53,2.5
+19/09/2012,18.8,5.4,17.2,10.4,21.4,17.7,244.47,2.5
+20/09/2012,0,0,0,0,0,18.5,244.42,1
+21/09/2012,0,0,0,0,0,17.3,244.42,2
+22/09/2012,0,0,0,0,0,17.45,244.44,2
+23/09/2012,0,0,0,0,0,23.05,244.39,2
+24/09/2012,0,0,0,0,0,22.8,244.35,2
+25/09/2012,0,0,0.2,0,0,22.15,244.29,2
+26/09/2012,0,0,0,0,0,23.05,244.24,2
+27/09/2012,0.6,8.8,7,16,10.8,19.7,244.19,2
+28/09/2012,0,0.6,0,0.2,0.4,20.8,244.16,2
+29/09/2012,1,4,1.2,2,3.8,20.65,244.11,2
+30/09/2012,36.4,33.2,37.2,35.6,36.8,20.8,244.06,2
+01/10/2012,6,4.8,9,3,3.6,19.5,244.08,1
+02/10/2012,0,0,0,0,0,18.75,244.06,1
+03/10/2012,0,0,0,0,0,17.3,244.03,1
+04/10/2012,0,0,0,0,0,19.1,244,1
+05/10/2012,0,0,0,0,0,19.85,243.99,1
+06/10/2012,0,0,0.2,0,0.2,18.15,243.96,1
+07/10/2012,0,0,0,0,0,19.75,243.91,2
+08/10/2012,0,0,0,0,0,21,243.87,1.5
+09/10/2012,0.6,0.8,1.8,1,2,18.2,243.83,1
+10/10/2012,0,0,0.2,0,0,18.35,243.8,1
+11/10/2012,4.8,3.4,5.2,5.2,5,19,243.78,1
+12/10/2012,3.4,5.4,5.4,8.6,4.8,19.15,243.76,1
+13/10/2012,1,8.4,7.2,5.2,7,18.55,243.75,1
+14/10/2012,0,0,0.2,0.8,1,18,243.74,1
+15/10/2012,13.6,20.2,17.8,20.6,20.6,15.15,243.73,1
+16/10/2012,0,0,0.2,0,0,14.7,243.76,1
+17/10/2012,0,0.2,0,0,0,17.45,243.72,0.6
+18/10/2012,0,0,0.2,0,0.2,16.55,243.67,0.6
+19/10/2012,0,0,0,0,0,18.1,243.65,0.6
+20/10/2012,0,0,0,0,0,18.6,243.63,0.6
+21/10/2012,0,0,0,0,0,19.55,243.59,0.6
+22/10/2012,0,0,0,0,0,20.05,243.58,0.6
+23/10/2012,0,0,0,0,0,19.95,243.57,0.6
+24/10/2012,0,0,0,0,0,18.65,243.55,0.6
+25/10/2012,0,0,0,0,0,16.8,243.54,0.6
+26/10/2012,10.4,39.8,20.8,31.8,30.4,15.7,243.53,0.6
+27/10/2012,8,29.8,29.8,45,20.4,15.5,243.59,0.6
+28/10/2012,5.8,18,15.2,20.4,20.8,10.1,243.77,0.6
+29/10/2012,0.4,2.6,2,3,4.6,7.4,243.86,0.6
+30/10/2012,0,0,0.2,0,0,6.3,243.9,0.6
+31/10/2012,12.6,35.6,27,29,25.2,10.3,243.91,0.6
+01/11/2012,3.8,18.4,12.6,12.2,12.4,13.55,244.08,0.6
+02/11/2012,0,0.4,0,0.2,0.4,15.6,244.26,0.6
+03/11/2012,0,0,0,0,0.2,13.75,244.28,0.6
+04/11/2012,5.4,37.8,24.2,23.2,18.8,17,244.31,0.6
+05/11/2012,5,39,5.6,10.6,9.6,16.35,244.68,0.6
+06/11/2012,0,0.8,0.4,0,0.6,13.65,244.92,0.6
+07/11/2012,0,0.2,0,0,0,12.35,244.96,0.6
+08/11/2012,0,0,0,0,0,10.5,244.99,0.6
+09/11/2012,0.2,0,0,0.2,0.4,11.15,245,0.6
+10/11/2012,0,0,0.2,0.2,0.4,13.55,245.01,0.6
+11/11/2012,8,34.8,15.6,17,15.2,16.45,245.03,0.6
+12/11/2012,2.4,5.2,6.6,7,6.8,14.65,245.21,0.6
+13/11/2012,0,0.2,0,0,0.2,14.75,245.3,0.6
+14/11/2012,0,0,0,0,0,13.95,245.35,0.6
+15/11/2012,0,0,0,0,0,11.05,245.37,0.6
+16/11/2012,0,0,0,0,0,11.4,245.4,0.6
+17/11/2012,0,0,0,0,0,11.65,245.4,0.6
+18/11/2012,0,0,0,0,0,10.6,245.4,0.6
+19/11/2012,1.2,4.4,6.8,2.4,3.2,12.15,245.4,0.6
+20/11/2012,0,0,0,0,0,13,245.42,0.6
+21/11/2012,0,0,0,0,0,12.75,245.42,0.6
+22/11/2012,0,0,0,0,0,11,245.42,0.6
+23/11/2012,0,0,0,0,0,11.9,245.42,0.6
+24/11/2012,0,0,0,0,0,12.35,245.42,0.6
+25/11/2012,0.6,3.6,1.8,1.8,2.4,10.95,245.42,0.6
+26/11/2012,0.2,3.6,1.4,0.4,0.6,12.6,245.42,0.6
+27/11/2012,33.4,31.6,31.4,29.2,27.6,13.9,245.42,0.6
+28/11/2012,28.8,48.4,39.8,38.8,40.2,13.45,245.73,0.6
+29/11/2012,0.8,1.4,1,0,1,10.4,246.61,0.6
+30/11/2012,0.6,5.6,2.8,1.4,2,9.45,246.77,0.6
+01/12/2012,2.8,13.6,7.4,10.6,13.4,9.4,246.84,0.6
+02/12/2012,0,9.4,4.2,3.6,4,7,246.95,0.6
+03/12/2012,0.2,2,2,2,1,6.65,247.11,0.6
+04/12/2012,23.8,20,29,34.2,40.2,7.15,247.19,0.6
+05/12/2012,0,0,0.2,0,0.2,3.15,247.69,0.6
+06/12/2012,0,0,0.2,0.2,0.2,1.1,247.82,0.6
+07/12/2012,2.2,0.2,0.2,3.6,2,0.1,247.91,0.6
+08/12/2012,0.8,1.6,2.4,1.2,5.8,1.65,247.98,0.6
+09/12/2012,2.2,8.6,16,4.4,12.2,4,248.03,0.6
+10/12/2012,0,0,0,2.4,0,3.05,248.07,0.6
+11/12/2012,0,0,0,3,0,6.25,248.09,0.6
+12/12/2012,0,0,0,1.2,0,4.6,248.13,0.6
+13/12/2012,0,0.2,0,0,0.6,1.35,248.15,0.6
+14/12/2012,4.4,10.2,7.2,15.4,14.6,6.2,248.18,0.6
+15/12/2012,18.8,57.2,46.4,63.2,45.8,12.05,248.56,5
+16/12/2012,0,0,0,0,0.2,13.3,250,5
+17/12/2012,5,2.8,7,8,16.4,7.95,250.12,6.5
+18/12/2012,0,0,0.2,0,0.4,4.4,250.19,6.5
+19/12/2012,0,0,0.4,0,0.4,7.15,250.17,6.5
+20/12/2012,0.2,0,0.2,0,0,4.25,250.13,6.5
+21/12/2012,0.8,3.8,7.2,6.8,9.8,4.7,250.08,6.5
+22/12/2012,0,0,0,0,0.2,7.7,250.04,5
+23/12/2012,0.2,0,1.2,0.4,2.2,5.35,250,5
+24/12/2012,0,0,0.4,0.2,1.2,10.2,249.95,5
+25/12/2012,0,0.4,0.4,0.6,1,11.85,249.9,5
+26/12/2012,9.2,10.6,11.8,11,11.8,11.45,249.86,5
+27/12/2012,0,1,1.4,1.6,3.2,10.4,249.89,1.5
+28/12/2012,0,0,0,0,0.2,11.4,249.93,1.5
+29/12/2012,0,0,0,0,0,10.05,249.98,1.5
+30/12/2012,0,0,0,0,0,6.8,250.01,1.5
+31/12/2012,0,0,0,0,0,9,250.02,1.5
+01/01/2013,0,0,0.4,0.2,0.8,4.25,250.05,1.5
+02/01/2013,1.2,12.2,6.8,12.8,14.2,7.35,250.06,1
+03/01/2013,0,0,0,0,0.2,10.45,250.13,1
+04/01/2013,0,0,0.2,0,0.2,5.8,250.17,1
+05/01/2013,0,0,0.2,0,0,6.45,250.19,0.6
+06/01/2013,0,0,0.2,0,0.2,6.6,250.23,0.6
+07/01/2013,0,0,0.2,0,0.2,7.6,250.25,0.6
+08/01/2013,0,0,0.2,0,0,6.8,250.28,0.6
+09/01/2013,0,0,0,0,0,8.75,250.3,0.6
+10/01/2013,0,0,0.2,0,0,10.25,250.3,0.6
+11/01/2013,0.8,0.8,1.8,1,5.4,8.2,250.31,0.6
+12/01/2013,1.6,1.4,5,3,6.4,6.05,250.32,0.6
+13/01/2013,8,21.4,22,21.6,21,6.65,250.35,2.7
+14/01/2013,8.4,12,12.2,10.2,9.6,5.4,250.56,7
+15/01/2013,1.4,10.6,6.6,5.8,7.6,5.55,250.62,2.7
+16/01/2013,1.4,10.6,6,12.4,13,4.4,250.82,7
+17/01/2013,0.2,2.2,3.4,0.4,1.2,3.5,250.91,7
+18/01/2013,0,1.2,2.6,0,0.2,4.4,250.89,7
+19/01/2013,5.4,18.4,12.8,19,21.8,2.15,250.84,7
+20/01/2013,16.4,45.8,37,42.8,40.4,8.1,251.24,7
+21/01/2013,0.8,3.4,3.4,5.8,6.6,9.25,251.84,7.2
+22/01/2013,4.2,8,9.2,7.6,8,6.85,252,11.37
+23/01/2013,0,1.2,0.6,1,0.6,5.75,252.09,17.3
+24/01/2013,0,0,0.6,0,0,6.35,252.07,13.31
+25/01/2013,0,0.2,0.6,0,0.2,6.2,252.03,9.27
+26/01/2013,0,0,0,0,0,5.6,251.98,7.2
+27/01/2013,0,0,0,0,0,5.9,251.94,7.2
+28/01/2013,0.8,7.8,7.4,8.4,10.4,5.05,251.87,7.2
+29/01/2013,0,0,0,0,0,8.2,251.81,7.2
+30/01/2013,0,0,0,0,0,9.55,251.75,7.2
+31/01/2013,0,0,0,0,0.2,12.55,251.67,7.2
+01/02/2013,0,1,0.8,0.4,0.2,12.75,251.57,7.2
+02/02/2013,2.4,27.2,15.2,15,16.4,8.2,251.52,7.2
+03/02/2013,0.2,6,12.2,3.2,2.2,6.05,251.65,7.2
+04/02/2013,0,0,0,0,0,6.9,251.69,7.2
+05/02/2013,0.2,1,1.4,0.6,2,7.45,251.64,7.2
+06/02/2013,1.4,4.6,2,0.6,0.2,8.6,251.61,7.2
+07/02/2013,0,0,0.4,0.2,0,5.25,251.57,7.2
+08/02/2013,0,0,0,0,0,6.3,251.51,7.2
+09/02/2013,0,0,0,0,0,4.35,251.47,7.2
+10/02/2013,0,0,0,0,0,3.05,251.36,7.2
+11/02/2013,2.4,0,19,2,0.6,3.05,251.28,7.2
+12/02/2013,6,7.4,14.6,25.4,27.4,5.15,251.22,7.2
+13/02/2013,0,9.2,0.2,5.2,6.6,5.45,251.18,7.2
+14/02/2013,0,20.6,0,0,0,6.95,251.14,7.2
+15/02/2013,0,0,0,0,0,6.9,251.13,7.2
+16/02/2013,0,0,0,0,0,8.7,251.08,7.2
+17/02/2013,0,0,0,0,0,8,251.03,7.2
+18/02/2013,0,0,0.4,0,0.2,6.7,250.98,5
+19/02/2013,0,0,0,0,0,7.8,250.95,5
+20/02/2013,0.6,1.8,1.8,0.8,1.4,5.35,250.93,5
+21/02/2013,3.8,4.8,8.8,14.2,4.6,3.9,250.9,5
+22/02/2013,0.4,2.2,4,2.6,3.2,2.15,250.91,5
+23/02/2013,0.4,0.2,1.8,0.2,0,2.25,250.94,5
+24/02/2013,13.6,0.4,16.8,10,10.6,4.1,250.98,0.6
+25/02/2013,0.6,1.8,17.8,12,15.2,5.35,251.07,2.5
+26/02/2013,0,18.4,0.2,16,36.4,8.45,251.12,2.5
+27/02/2013,0,0.2,0,0.2,5.6,6,251.21,2.5
+28/02/2013,0,0,0,0,0,8.95,251.26,2.5
+01/03/2013,0,0,0,0,0,8,251.38,2.5
+02/03/2013,0,0,0,0,0,9.25,251.43,5
+03/03/2013,0,0,0,0,0,10.55,251.52,7
+04/03/2013,0,0,0,0,0,10.95,251.52,7.2
+05/03/2013,2,3.2,5.2,3,8.2,9.25,251.52,7.2
+06/03/2013,8.6,19.2,22.6,18,23.2,9,251.59,7.2
+07/03/2013,4.6,13,6.2,9,10.2,11.45,251.9,15.8
+08/03/2013,4.6,11.8,15.2,9.4,14,12.75,252.19,22.25
+09/03/2013,8,10.6,11.6,13.6,11,12.5,252.26,32.39
+10/03/2013,4.2,2.2,5,3.8,8.4,12.95,252.23,29.27
+11/03/2013,0.4,6.8,3,3.6,6,10,252.17,23.66
+12/03/2013,1,0.2,1,0.8,3.4,10.95,252.12,17.8
+13/03/2013,10.8,23.6,18,21,27.8,7.8,252.09,21.13
+14/03/2013,0,0.2,2,0,0,7.15,252.17,19.67
+15/03/2013,0,0,0.2,0,0,6.05,252.11,13.01
+16/03/2013,0,0,0,0,0,5.7,252.05,8.76
+17/03/2013,4.8,9.2,13,21.2,15.6,6.4,252.02,8.02
+18/03/2013,34.4,13.6,46,70.8,47.8,10.35,252.4,68.52
+19/03/2013,0,0,0,0,0,11.25,252.4,42.36
+20/03/2013,2,2,8,9,13.4,10.3,252.23,21.84
+21/03/2013,0,0,0,0,0,11.65,252.19,11.14
+22/03/2013,0,0,0,0,0,10,252.16,8.22
+23/03/2013,0,0,0,0,0.4,12.45,252.12,5.83
+24/03/2013,3.8,7,9,8.6,10,11.45,252.12,5.61
+25/03/2013,0,0,2.6,0,0.2,7.25,252.12,5.61
+26/03/2013,3,2.2,3.8,2.6,8.6,6.25,252.11,7.22
+27/03/2013,0,0,0,0,0,8.05,252.05,8.1
+28/03/2013,2.6,8.8,5.8,7.4,10,11.25,251.98,7.3
+29/03/2013,1.6,16.4,8,6.2,13,12.9,252.03,7.66
+30/03/2013,12.6,38,24,23.8,24.8,11.65,252.11,17.55
+31/03/2013,0,0,0,0.2,2.6,11.4,252.33,28.74
+01/04/2013,0.6,1.6,2,2.4,4.6,12.35,252.17,15.23
+02/04/2013,6.2,6.6,10.2,12.6,17.2,10.15,252.13,14.9
+03/04/2013,0,0,0,0,0,12.25,252.13,11.98
+04/04/2013,0.2,2.6,1.2,1,1.2,11.85,252.06,9.06
+05/04/2013,6.6,8.6,13.8,15,19.4,10.55,252.07,9.69
+06/04/2013,0.6,0,0.2,0.2,0.6,14,252.07,9.55
+07/04/2013,0,0,0,0,0,12.1,252.03,7.8
+08/04/2013,1.6,6,2.8,4.6,4.4,9.95,251.98,7.3
+09/04/2013,2.4,3.2,4,4,8.4,12.45,251.95,7.3
+10/04/2013,0.4,0.4,1.2,1.6,0.8,14,251.94,7.3
+11/04/2013,0,0,0,0,0,14.15,251.9,7.3
+12/04/2013,0,1.8,0,0,0.2,15.3,251.84,7.3
+13/04/2013,0,0,0,0,0,15.4,251.79,7.3
+14/04/2013,0,0,0,0,0,16.55,251.71,7.3
+15/04/2013,0,0,0,0,0,19.25,251.63,7.3
+16/04/2013,0,0,0,0,0,18.85,251.55,7.3
+17/04/2013,0,0,0,0,0,20.8,251.44,7.3
+18/04/2013,0,0,0,0,0,20.4,251.34,7.3
+19/04/2013,0,0,0,0,0,19.3,251.26,6.35
+20/04/2013,1.2,1.6,0.8,0,1.4,15.15,251.2,5.4
+21/04/2013,0,0.4,0,0,0,13.75,251.13,5.4
+22/04/2013,10,20.8,14.8,12.4,16.4,13.15,251.07,2
+23/04/2013,1.8,0,4.2,0.6,0.8,12.65,251.08,1
+24/04/2013,0,0,0,0,0,17.3,251.11,1
+25/04/2013,0,0,0,0,0,21,251.12,1
+26/04/2013,0,0,0,0,0,20.4,251.12,1
+27/04/2013,5,20.2,5.8,17.4,17.6,16.95,251.13,1
+28/04/2013,2.2,9.4,1.6,3.6,6.4,18.2,251.22,1
+29/04/2013,0,0,0,0,0,21.25,251.28,1
+30/04/2013,1,1.4,1.2,1.4,2,21.5,251.32,1
+01/05/2013,0,0.2,0,0.2,0.4,22.1,251.34,1
+02/05/2013,8.6,10.6,12.4,9.6,3.2,17.9,251.38,1
+03/05/2013,0,0,0.2,0,0,19.15,251.4,1
+04/05/2013,0,0,0,0,0,19.4,251.4,1
+05/05/2013,4.6,9.4,17,2.4,12,18.55,251.41,1
+06/05/2013,0,0,0,0,0,17.85,251.46,1.5
+07/05/2013,0,0,0,0,0,18.15,251.46,1
+08/05/2013,0.6,1.2,0,0.4,0.4,18.3,251.47,1
+09/05/2013,0,0,0,0,0,19.3,251.48,1
+10/05/2013,1.2,2.6,3,0.6,1.6,18.45,251.49,1
+11/05/2013,0,1.6,1.4,2.2,0.8,18.25,251.49,1
+12/05/2013,2.4,6,6.2,3.6,13.6,17.35,251.49,1
+13/05/2013,2,1,5.4,0.4,1,17.15,251.5,1
+14/05/2013,0,0,0,0,0,17.45,251.5,1
+15/05/2013,0.2,5.8,0.6,2.8,3.6,17.85,251.5,2
+16/05/2013,37,43,43.4,39.2,43.8,16.5,251.56,2
+17/05/2013,4.8,9.2,7.4,14.6,14.8,15.9,251.87,3.7
+18/05/2013,0.8,0,0.6,1.4,1.8,17.45,252.05,3.7
+19/05/2013,1.6,1.6,2.6,3,3.4,15.6,252.02,3.7
+20/05/2013,0,1,0,0,0,15.4,252,3.7
+21/05/2013,0,0,0,0,0,15.05,251.97,3.7
+22/05/2013,0,0,0,0,0,15.7,251.95,3.7
+23/05/2013,1.4,7.2,10,3.4,15.4,16.6,251.92,3.7
+24/05/2013,1.2,5.8,3.8,4.2,3.2,13.5,251.89,3.7
+25/05/2013,18.2,24.8,20,32.8,38.6,10.1,251.86,2.7
+26/05/2013,5.2,4.8,3.2,7.6,1.8,13.55,252.07,2.7
+27/05/2013,0,0,0,0,0,15.45,252.05,3.5
+28/05/2013,0,0.2,0,0,0,15.45,252.02,3.5
+29/05/2013,0.8,3,2,1,2.6,14.9,252,3.5
+30/05/2013,18,29.8,21,36,28.2,12.05,251.96,4
+31/05/2013,0,0.2,0.2,0,0.4,14.95,252.11,4
+01/06/2013,0,0.4,0.2,0,0.2,17.45,252.05,4
+02/06/2013,0,0,0,0,1.4,18.45,252.02,4
+03/06/2013,0,4.8,2,4.8,2.2,17.7,251.97,4
+04/06/2013,0,0,0,0.2,0.2,17.4,251.95,4
+05/06/2013,16.8,13.4,1.2,2,0.8,18.75,251.91,4
+06/06/2013,0,1.8,0.6,0.2,0.2,18.85,251.89,4
+07/06/2013,2.8,0.4,0,5.6,0,20.1,251.86,2
+08/06/2013,0,0,0,0,0,20.6,251.85,2
+09/06/2013,0.6,2,1.2,1.8,3.2,18.1,251.85,2
+10/06/2013,0,2.6,3.8,0.4,1.6,18.2,251.84,2
+11/06/2013,0,0,0,0,0,19.1,251.84,2
+12/06/2013,0,0.2,0,0,0,21.1,251.84,2
+13/06/2013,0,0,0,0,0,22.5,251.82,2
+14/06/2013,0,0,0,0,0,21.6,251.8,2
+15/06/2013,0,0,0,0,0,22.6,251.78,2
+16/06/2013,0,0,0,0,0,22.65,251.76,2
+17/06/2013,0,0,0,0,0,22.25,251.74,1
+18/06/2013,0,0,0,0,0,27.45,251.72,1
+19/06/2013,0,0,0,0,0,24.8,251.71,1
+20/06/2013,0,0,0,0,0,23,251.71,1
+21/06/2013,0,0,0,0,0,22.95,251.7,1
+22/06/2013,0,0,0,0,0,20.9,251.68,1
+23/06/2013,0,0,0,0,0,21.15,251.66,1
+24/06/2013,3.6,8.2,6.4,6.6,10.2,19.4,251.65,1
+25/06/2013,0,0.2,0.2,0,1.2,19.2,251.65,1
+26/06/2013,0,0.2,0.2,0.2,0,19.5,251.64,1
+27/06/2013,8.6,8.8,18.6,9.8,1,19.35,251.63,1
+28/06/2013,0.2,0.2,0,0,0.2,17.6,251.63,1
+29/06/2013,0,0,0,0,0,19.7,251.62,1
+30/06/2013,0,0,0,0,0,20.5,251.61,1
+01/07/2013,0,0,0,0,0,21.95,251.6,0.6
+02/07/2013,0,0,0,0,0,22.15,251.57,0.6
+03/07/2013,0,0.6,0,0,0,21.5,251.57,0.6
+04/07/2013,0,1.6,4,0.2,0.2,22.85,251.56,0.6
+05/07/2013,0,0,0,0,0,27.05,251.55,0.6
+06/07/2013,0,0,0,0,0,24.1,251.54,1
+07/07/2013,0,0,0,0,0,25.3,251.53,1
+08/07/2013,0,0,0,0,0,24.8,251.52,1
+09/07/2013,0,0,0,0,0,25.55,251.5,0.6
+10/07/2013,0,6.2,0,0,0,24.7,251.49,0.6
+11/07/2013,0.8,3.4,9.2,0.4,0,23.25,251.48,0.6
+12/07/2013,0,0,0,0,0,23.7,251.48,1
+13/07/2013,0,0.2,0,0,0.8,23.9,251.46,1
+14/07/2013,9.2,1,5.2,1.2,1.4,23.2,251.44,1
+15/07/2013,0,0,0,0,0,24.75,251.41,1
+16/07/2013,0,0,0,13.6,0,25.6,251.4,1
+17/07/2013,0,0,0,0,0,25.3,251.4,1
+18/07/2013,0,0,0,0,0,25.1,251.37,1
+19/07/2013,0,0,0.2,0,0,23.8,251.35,1
+20/07/2013,1.8,1.2,4.6,0.2,0,24.15,251.33,1
+21/07/2013,0,0,0.4,0,0,23.8,251.31,1
+22/07/2013,0,0,0,0,0,26.15,251.29,1
+23/07/2013,0,0,0,0,0,26.4,251.28,1
+24/07/2013,0,0,0,0,0,25.05,251.26,1
+25/07/2013,0,0,0,0,0,24.8,251.24,1.5
+26/07/2013,0,0,0,0,0,26.6,251.21,1.5
+27/07/2013,0,0,0,0,0,27,251.18,1.5
+28/07/2013,0,0,0,0,0,27.3,251.14,1.5
+29/07/2013,3.8,5.6,2.8,5,5.6,24.9,251.11,1.5
+30/07/2013,0,0,0,0,0,24.55,251.09,1.5
+31/07/2013,0,0,0,0,0,24.75,251.07,1.5
+01/08/2013,0,0,0,0,0,27.1,251.03,1.5
+02/08/2013,0,0,0,0,0,27.7,251,1.5
+03/08/2013,0,0,0,0,0,27.6,250.96,2.5
+04/08/2013,0,0,0,0,0,26.9,250.91,2.5
+05/08/2013,0,0,0,0,0,27.7,250.85,2.5
+06/08/2013,0,0,0,0,0,27.6,250.8,2.5
+07/08/2013,0,0,0,0,0,27.8,250.75,3
+08/08/2013,0,0,0,0,0,28.4,250.69,3
+09/08/2013,0,0,4,0,0.4,26.35,250.63,3
+10/08/2013,0,0,0,0.2,0,24.25,250.57,3
+11/08/2013,0,0,0,0,0,25.4,250.5,3
+12/08/2013,0,0,0,0,0,25.95,250.44,3
+13/08/2013,0,0,0,0,0,25.05,250.39,3
+14/08/2013,0,0,0,0,0,23.75,250.33,3
+15/08/2013,0,0,0,0,0,23.3,250.26,3
+16/08/2013,0,0,0,0,0,25.6,250.21,3
+17/08/2013,0,0,0,0,0,25.75,250.14,3
+18/08/2013,0,0,0,0,0,24.9,250.09,3
+19/08/2013,0,0,0,0,0,23.85,250.03,3.5
+20/08/2013,19.8,0.2,30,21.6,19.6,19.75,250,3.5
+21/08/2013,0,0,0,0,0,22.7,249.93,3.5
+22/08/2013,0,0,0,0,0,24.9,249.85,3.5
+23/08/2013,0,0,0,0,0,24.2,249.79,3.5
+24/08/2013,0,0,0,0,0.2,23.6,249.71,3.5
+25/08/2013,29.2,44.6,38.4,28,22,20.95,249.71,3.5
+26/08/2013,0,0,1.2,1,0.2,21.9,249.64,3.5
+27/08/2013,0,0,0,0,0,22.05,249.57,3.5
+28/08/2013,0.2,0,0,0.2,2.4,21.05,249.5,3.5
+29/08/2013,0,0,0,0,0,22.25,249.43,3.5
+30/08/2013,0,0,0,0,0,23,249.36,3.5
+31/08/2013,0,0,0,0,0,23.25,249.29,3.5
+01/09/2013,0,0,0,0,0,22.05,249.21,3.5
+02/09/2013,0,0,0,0,0,23.1,249.14,3.5
+03/09/2013,0,0,0,0,0,23.8,249.07,3.5
+04/09/2013,0,0,0,0,0,24.6,249,3.5
+05/09/2013,0,0,0,0,0,24.75,248.94,3.5
+06/09/2013,0,0,0,0,0,24.8,248.87,3.5
+07/09/2013,0,0,0,0,0,24.6,248.82,3.5
+08/09/2013,0,12.8,0,0,0,23.4,248.74,3.5
+09/09/2013,10.6,10.8,18.4,21.2,26.2,21.6,248.69,3.5
+10/09/2013,1.6,12.2,0.6,2.4,5,20.55,248.63,3.5
+11/09/2013,0.8,3.2,0.6,0.4,3.2,20.3,248.56,3.5
+12/09/2013,0,6.6,4.2,8.6,2,20,248.5,3.5
+13/09/2013,0,0,0,0,0,19.2,248.44,3.5
+14/09/2013,0,0.2,0,0,0,18.9,248.35,3.5
+15/09/2013,22,27.4,27.6,31.8,34.6,18.8,248.28,3.5
+16/09/2013,0.2,0.4,0,0.2,1.6,19.05,248.28,3.5
+17/09/2013,0.6,4,1.4,4,4.2,19.45,248.22,3.5
+18/09/2013,0,0.2,0,0,0,17.8,248.14,3.5
+19/09/2013,0,0,0,0,0,21.65,248.06,3.5
+20/09/2013,0,0,0,0,0,21.45,248.01,3.5
+21/09/2013,0,0,0,0,0,20.4,247.92,3.5
+22/09/2013,0,0,0,0,0,21.2,247.85,3.5
+23/09/2013,0,0,0,0,0,20.45,247.79,3.5
+24/09/2013,0,0,0,0,0,19.05,247.72,3
+25/09/2013,0,0,0,0,0,19.15,247.65,3
+26/09/2013,0,0,0,0,0,20.4,247.59,3
+27/09/2013,0,0,0,0,0,19.6,247.52,3
+28/09/2013,0,0,0,0,0,21.15,247.44,3
+29/09/2013,43.2,46.2,46.2,66.2,70.6,17.8,247.43,3
+30/09/2013,2,10.6,4.4,2.6,12.8,17.45,247.5,3
+01/10/2013,0,0,0,0,0.2,18.5,247.47,3
+02/10/2013,0,0,0.2,0,0,19.45,247.41,3
+03/10/2013,0,0,0,0,0,17.65,247.35,3
+04/10/2013,0,0.2,0.2,0,0.2,17.5,247.29,3
+05/10/2013,46.4,43.8,59.6,47.4,60.4,15.2,247.24,3
+06/10/2013,3.2,5,2.4,1.2,0.4,16.45,247.41,3
+07/10/2013,4.8,8.6,6.6,7.8,4.8,17.3,247.39,3
+08/10/2013,0,0.4,0,0,0.2,17.65,247.36,3
+09/10/2013,0,0,0.6,0,0,18.4,247.31,3
+10/10/2013,2,20,9.4,9,9.2,17.5,247.26,2.6
+11/10/2013,1.2,0.2,1.4,1.8,0.6,15.85,247.25,3
+12/10/2013,1.8,1.6,3.6,2.2,3.8,15.2,247.21,3
+13/10/2013,0,0.2,0,0,0,15,247.15,3
+14/10/2013,1,3.6,2.4,5,2.2,15.35,247.1,3
+15/10/2013,0.4,0.2,1.6,0.4,0.8,17.35,247.05,3
+16/10/2013,6.8,4,9,4.6,14.8,18.95,247.01,3
+17/10/2013,0,0,0,0,0,16.95,246.95,3
+18/10/2013,0,0.2,0.2,0,0.2,17,246.95,3
+19/10/2013,0,0,0,0,0,17.7,246.9,3
+20/10/2013,7,32,8.4,2.2,3.4,17.25,246.85,3
+21/10/2013,56.8,110,62.2,48.8,50.2,17.1,247.64,3
+22/10/2013,0,0.2,0,0,0,20.15,247.91,4
+23/10/2013,0,0.2,0.2,0.2,0.2,18.9,247.89,4
+24/10/2013,14.2,20,19,13.6,15.6,18,247.88,4
+25/10/2013,0,0.2,0.2,0,0.2,19.6,247.97,6
+26/10/2013,0,0,0,0,0,19.25,247.9,6
+27/10/2013,0,0,0,0,0,18.15,247.8,6
+28/10/2013,0,0,0,0,0,20.5,247.71,6
+29/10/2013,0,0,0,0,0,19.85,247.59,6
+30/10/2013,0,0,0,0,0,18.9,247.48,6
+31/10/2013,0,0,0,0,0,17.1,247.37,6
+01/11/2013,0,0,0,0,0,16.7,247.27,5
+02/11/2013,0.8,5.4,4.6,6.2,6.6,16.6,247.17,5
+03/11/2013,0,1,0,0,0,18.4,247.07,5
+04/11/2013,6.4,12.4,10.4,9.2,14.4,15.45,247,1.5
+05/11/2013,3.2,4.2,10.6,6.4,5,16.25,247.03,1.5
+06/11/2013,0,0,0,0,0,15.7,247.05,1.5
+07/11/2013,0,0,0,0,0,17.75,247.04,1.5
+08/11/2013,0,0,0,0,0.2,18.15,247.03,1.5
+09/11/2013,3.2,6.6,2.4,5.4,6,17.1,247.02,1.5
+10/11/2013,4.4,9,4.8,5.6,14,13.35,247.03,1.5
+11/11/2013,11,33.2,42.8,7.4,8.6,10.9,247.13,1.5
+12/11/2013,0,0,0.8,0,0,12.95,247.26,1.5
+13/11/2013,0,0,0,0,0,15.6,247.29,1.5
+14/11/2013,3,2.6,4,2.6,4.2,14.65,247.3,1.5
+15/11/2013,7.4,11.4,6.4,15.8,20.4,13.15,247.35,1.5
+16/11/2013,0,0,0,0,0,12.55,247.42,1.5
+17/11/2013,0,0.2,0,0,0,12.8,247.44,1.5
+18/11/2013,0,0,0,0,0.2,13.85,247.45,1
+19/11/2013,5,5.6,6.8,3.2,5,12.9,247.46,1
+20/11/2013,0.8,1.2,1,1,2,10.8,247.47,1
+21/11/2013,25.8,53.6,40.2,36.8,47.4,7.75,247.52,1
+22/11/2013,0.4,3.8,2,1.2,4.2,8.45,248.22,1
+23/11/2013,0.2,3.4,6.4,1,2,8.25,248.34,1
+24/11/2013,0,0.6,0.4,0,0.4,9.95,248.46,1
+25/11/2013,0,0,1.2,0,0.2,8.9,248.52,1
+26/11/2013,0,0,0,0,0,5.95,248.56,1
+27/11/2013,0,0,0,0,0,5.05,248.57,1
+28/11/2013,0,0,0,0,0,7.25,248.6,1
+29/11/2013,0,0,0,0,0,8.2,248.61,0.6
+30/11/2013,0.2,0,0,0,0,6.7,248.63,0.6
+01/12/2013,0,0,0,0,0,8.15,248.63,0.6
+02/12/2013,0,0,0,0,0,9.2,248.64,0.6
+03/12/2013,0,0,0,0,0,10.8,248.65,0.6
+04/12/2013,0,0,0,0,0,10.35,248.66,0.6
+05/12/2013,0,0,0,0,0,7.75,248.67,0.6
+06/12/2013,0,0,0,0,0,9.1,248.67,0.6
+07/12/2013,0,0,0.2,0,0.2,7.45,248.67,0.6
+08/12/2013,0,0,0.2,0,0,6.95,248.68,0.6
+09/12/2013,0,0,0.2,0,0.2,5.35,248.69,0.6
+10/12/2013,0,0.2,0,0.2,0.2,9.1,248.68,0.6
+11/12/2013,0.2,0,0.2,0.2,0,11.05,248.68,0.6
+12/12/2013,0,0,0,0,0,10.05,248.69,0.6
+13/12/2013,0,0.2,0.2,0.2,0.4,5.2,248.7,0.6
+14/12/2013,0,0.2,0,0,0,8.05,248.7,0.6
+15/12/2013,0,0,0,0,0,11.1,248.7,0.6
+16/12/2013,0,0,0,0,0,11.8,248.7,0.6
+17/12/2013,0,0,0,0,0,11.05,248.7,0.6
+18/12/2013,0,0,0,0,0,7.25,248.7,0.6
+19/12/2013,0,0,0,0,0,6.7,248.7,0.6
+20/12/2013,1,3.8,2.6,2.6,4,10.35,248.7,0.6
+21/12/2013,0,0.2,0.2,0,0,11.7,248.7,0.6
+22/12/2013,0.6,2.4,1.4,1.8,3.6,10.6,248.7,0.6
+23/12/2013,0,0.2,0.4,0.2,0.6,10.75,248.7,0.6
+24/12/2013,0,0.2,0.2,0,0,10.05,248.7,0.6
+25/12/2013,14.8,20.6,13,11.4,7.6,12.9,248.7,0.6
+26/12/2013,14,24,12.4,8.4,11.4,11.6,248.78,0.6
+27/12/2013,0,0.2,0.2,0,0.4,9.35,248.96,0.6
+28/12/2013,0,1.2,0,0,0,10.3,249.01,0.6
+29/12/2013,6.8,34,17.6,13.6,21,11.75,249.07,0.6
+30/12/2013,0,0,0,0,0,10.1,249.34,0.6
+31/12/2013,0,0,0,0,0,9.4,249.42,0.6
+01/01/2014,0,0,0,0,0,7.8,249.48,0.6
+02/01/2014,4.2,27,12.4,17.6,24.2,8.65,249.5,0.6
+03/01/2014,11.4,13,11.2,7.4,12.2,12.25,249.68,2.7
+04/01/2014,2.4,51.4,7.4,14.8,7.4,14.15,249.84,5.7
+05/01/2014,19.6,45.6,22.6,18.4,19.8,12.85,250.64,7
+06/01/2014,0,0,0,0,0.2,12.6,251.07,7
+07/01/2014,0,0,0.2,0,0.2,9.65,251.11,7
+08/01/2014,0,0,0,0,0,9.4,251.1,7
+09/01/2014,0,0,0,0,0,11.2,251.05,7
+10/01/2014,0,0.4,2,0.4,2.2,11.95,250.99,7
+11/01/2014,0,0.4,0.4,0.2,0.4,12.4,250.92,7
+12/01/2014,0,0.2,0,0,0.2,11.55,250.83,7
+13/01/2014,0,0.6,0.4,0,0.2,7.75,250.75,6
+14/01/2014,12.8,31.6,18.8,25.6,23.2,10.85,250.72,5.3
+15/01/2014,0,0.4,0.6,0.2,1.2,10.8,250.99,5.3
+16/01/2014,0.2,2.6,0.4,0.4,0.4,9.45,251.01,7
+17/01/2014,35.8,54.2,38.8,54.2,64.2,12,251.02,7
+18/01/2014,6.8,15.4,6.8,9.2,9,13.8,252.08,15.29
+19/01/2014,6.2,19.4,8,11.4,18.8,14.2,252.21,19.46
+20/01/2014,1.8,3.6,2.6,3.8,6.6,12.25,252.21,19.06
+21/01/2014,0,0,0,0,0,12.45,252.13,13.06
+22/01/2014,0,0,0,0,0,11,252.06,9.03
+23/01/2014,4.4,7.4,7.4,5.4,9,7.8,252.01,7.42
+24/01/2014,5.2,18.4,23.2,10.4,13.2,7.9,252.05,8.46
+25/01/2014,0,0.2,0.2,0,0,8.85,252.06,8.92
+26/01/2014,0,0,0,0,0,7.55,252.01,7.37
+27/01/2014,1.2,7,4.6,5.4,9,5.7,251.98,7
+28/01/2014,0,0.2,0,0,0,5.65,251.96,7
+29/01/2014,4.4,11.6,9.2,9.4,12.8,5.6,251.92,7
+30/01/2014,53,95.4,58.4,52.4,63.6,9.4,251.96,29.97
+31/01/2014,9.6,20.4,17.4,11.4,16.2,11.05,252.62,62.28
+01/02/2014,2,11.6,3.6,3.8,6,12.35,252.28,20.56
+02/02/2014,1,3.8,4,2,4.2,11.35,252.21,12.65
+03/02/2014,1,2.6,2.4,1.4,2.4,12.45,252.18,12.62
+04/02/2014,7,10.4,10.4,3.8,8.2,11.35,252.08,9.95
+05/02/2014,9.4,18.2,15.6,11,16.2,9.8,252.07,9.97
+06/02/2014,1.4,5.8,3.2,3.4,6.4,10.45,252.15,13.48
+07/02/2014,18.6,25.6,19,32.8,21,10.95,252.1,11.23
+08/02/2014,0.2,3,0,1.2,0.8,11.75,252.26,18.65
+09/02/2014,4.2,9.2,8.4,14.2,8.2,12.05,252.17,16.01
+10/02/2014,53.2,86,61.6,66.4,71.8,10.8,252.11,62.99
+11/02/2014,6.8,16.4,21.2,17.4,27,11,252.76,74.65
+12/02/2014,0,0.2,0,0,0.2,11.15,252.29,24.91
+13/02/2014,3.8,5.4,2,6.6,6.4,10.6,252.13,13.14
+14/02/2014,0,0.8,0.6,0.4,0.4,13.15,252.08,10.01
+15/02/2014,0,2,0,0,0,12.25,252.05,8.2
+16/02/2014,0,0.2,0,0,0,15.55,252.01,7.25
+17/02/2014,0.8,11.4,0.8,2.2,0.4,12.85,251.97,7.2
+18/02/2014,0,0,0,0,0,14.7,251.95,7.2
+19/02/2014,8.6,7.8,8.8,19.2,15.2,14,251.92,7.2
+20/02/2014,14.8,18.8,15,18.4,21.6,11.35,251.97,9.45
+21/02/2014,0.6,2.2,1,1.4,3,11.5,252.11,11.05
+22/02/2014,7.6,23.8,15,10.4,17.6,10.55,252.09,12.53
+23/02/2014,0,0.2,0.4,0,0.2,9,252.12,11.47
+24/02/2014,0,0,0,0,0,11.75,252.05,8.16
+25/02/2014,0,0,0,0,0,10.2,252,7.22
+26/02/2014,15.2,18.2,22.4,11.4,23,9.45,251.96,7.34
+27/02/2014,0.2,0.8,1.2,1.6,1.6,9.9,252.06,8.56
+28/02/2014,3.4,8.2,8,5.2,12,8.8,252.01,7.36
+01/03/2014,5.8,16,6,11,16.2,9.6,252.02,9.67
+02/03/2014,0,0,0.2,0,0,9.05,252.08,9.87
+03/03/2014,0,1,0,0.4,0.4,9.6,252.04,7.75
+04/03/2014,2.2,15.8,19.8,3.2,9.6,9.3,251.99,7.46
+05/03/2014,0,4.6,9.2,0,0,10.6,252.11,10.98
+06/03/2014,0,0,0,0,0,13,252.05,8.45
+07/03/2014,0,0,0,0,0,14.25,252,7.24
+08/03/2014,0,0,0,0,0,13.6,251.97,7.2
+09/03/2014,0,0,0,0,0,13.6,251.91,7.2
+10/03/2014,0,0,0,0,0,12.35,251.84,7.2
+11/03/2014,0,0,0,0,0,12.4,251.77,7.2
+12/03/2014,0,0,0,0,0,13.6,251.68,7.2
+13/03/2014,0,0,0,0,0,15.3,251.6,7.2
+14/03/2014,0,0,0,0,0,15.4,251.51,7.2
+15/03/2014,0,0,0,0,0,13.25,251.41,7.2
+16/03/2014,0,0,0,0,0,14.9,251.32,7.2
+17/03/2014,0,0,0.2,0,0.4,14.1,251.23,7
+18/03/2014,0,0,0,0,0,14.5,251.12,7
+19/03/2014,0,0,0,0,0,15.9,251.03,2.5
+20/03/2014,0,0,0,0,0,18.2,251.01,7
+21/03/2014,0,0,0,0,0,16.75,250.93,7
+22/03/2014,0,7,0.8,1.4,0.8,14.7,250.83,7
+23/03/2014,26.2,33,23.6,38.4,39.4,11.35,250.8,7
+24/03/2014,1.4,4.2,3.6,2,2.2,8.8,250.92,7
+25/03/2014,0,0.4,0,0,0.4,9.4,250.91,7
+26/03/2014,0,0,0,0,0,11.6,250.85,7
+27/03/2014,1.2,5.8,15.4,1,1.8,11.95,250.76,7
+28/03/2014,0,0.4,0.6,0,0,14.85,250.7,7
+29/03/2014,0,0,0,0,0,16.3,250.61,7
+30/03/2014,0,0,0,0,0,17.2,250.53,7
+31/03/2014,0,0,0,0,0,15.25,250.44,7
+01/04/2014,0,0,0,0,0,14.4,250.34,7
+02/04/2014,0,0,0,2.2,0,14.2,250.24,5.9
+03/04/2014,0,0,0,0,0,16.9,250.16,7
+04/04/2014,6,16.4,10.8,13.4,15.2,14.3,250.06,3.6
+05/04/2014,0.8,6.8,8.2,1,3.4,14.35,250.1,2
+06/04/2014,0,0.2,0,0,0,18.05,250.13,2
+07/04/2014,0,0,0,0,0,20.05,250.13,2
+08/04/2014,1.2,2,5.2,3.2,2.6,16.6,250.13,5
+09/04/2014,0,0,0.2,0,0,16.75,250.06,5
+10/04/2014,0,0,0,0,0,15.95,249.95,2
+11/04/2014,0,0,0,0,0,17.25,249.95,2
+12/04/2014,0,0,0,0,0,15.95,249.94,2
+13/04/2014,0.4,0,0.6,0.2,1.2,16.7,249.91,2
+14/04/2014,0,0,0.2,0,0.2,14.6,249.91,1
+15/04/2014,0,0.6,0.2,0,0,11.65,249.91,0.6
+16/04/2014,0,0,0,0,0,9.2,249.92,0.6
+17/04/2014,0,0,0,0,0,10.25,249.93,0.6
+18/04/2014,0,0,0,0,0,10.25,249.94,0.6
+19/04/2014,4.6,15.8,8,10.2,16.2,9.35,249.95,0.6
+20/04/2014,0,0,0,0.2,0.2,11.8,249.97,0.6
+21/04/2014,0,0.2,0,0,0,12.9,249.97,0.6
+22/04/2014,2.6,0,0,0,0,14.85,249.99,0.6
+23/04/2014,0,0,0,0,0,16.2,249.99,0.6
+24/04/2014,2.6,0,0,0.2,0.2,16.3,249.98,0.6
+25/04/2014,0,0,0,0.2,0.4,15.6,249.99,0.6
+26/04/2014,0,5.8,0,6,3.4,15.55,250,0.6
+27/04/2014,0.4,1.6,0.4,1.2,1.2,13.35,250.01,0.6
+28/04/2014,6.2,10,8.8,8,8.8,10.55,250.01,0.6
+29/04/2014,1.4,4,3,2.6,1.6,12.35,250.04,0.6
+30/04/2014,4.6,2.2,2.6,5,2.6,13.3,250.05,0.6
+01/05/2014,0,5.6,0.2,0.2,0.4,13.2,250.06,0.6
+02/05/2014,12.4,13.4,18.6,13.4,13.6,12.75,250.07,0.6
+03/05/2014,4.4,12.4,8,5.8,9,11.85,250.14,0.6
+04/05/2014,0,0.2,0.8,0,0,13.35,250.24,0.6
+05/05/2014,0,0,0,0,0,13.4,250.27,0.6
+06/05/2014,0,0,0,0,0,14.3,250.29,0.6
+07/05/2014,4.2,5.6,5.8,3,2,13.45,250.31,0.6
+08/05/2014,0.6,0.2,1,0.2,0.2,14.4,250.33,2
+09/05/2014,0,0,0,0,0,16.5,250.32,2
+10/05/2014,0,0,0,0,0,16.15,250.29,2
+11/05/2014,0,0.6,0,0,0,15.8,250.26,2
+12/05/2014,0,0,0,0,0,15.35,250.22,0.6
+13/05/2014,0.8,1.8,1.8,2.6,0.6,13.15,250.22,0.6
+14/05/2014,0,0,0,0,0,14.9,250.23,0.6
+15/05/2014,0,0,0,0,0,15.4,250.23,0.6
+16/05/2014,0,0,0,0,0,15.05,250.23,0.6
+17/05/2014,0,0,0,0,0,15,250.23,0.6
+18/05/2014,0,0.6,0,0,0,14.4,250.23,0.6
+19/05/2014,0,0,0,0,0,14.35,250.23,0.6
+20/05/2014,0,0,0,0,0,17.7,250.23,0.6
+21/05/2014,0,0,0,0,0,19.2,250.23,0.6
+22/05/2014,0,0,0,0,0,19.05,250.22,0.6
+23/05/2014,0.4,3.8,0,2.6,5.8,16.5,250.22,0.6
+24/05/2014,0,0,0,0,0,15.8,250.21,0.6
+25/05/2014,0,0.2,0,0,0,16.85,250.21,0.6
+26/05/2014,0,0,0,0,0,17.6,250.21,0.6
+27/05/2014,2.4,0.2,0,0.2,1,15.1,250.2,0.6
+28/05/2014,0,0,1.8,0.2,1,15.45,250.2,0.6
+29/05/2014,0,0,0,0,0,15.65,250.19,0.6
+30/05/2014,0.4,6.6,1.4,0.8,0.2,15.7,250.19,0.6
+31/05/2014,0,0,0.2,0,0,16.05,250.18,0.6
+01/06/2014,0,0,0,0,0,15.4,250.17,0.6
+02/06/2014,0,0,0.2,0,0,17.3,250.16,0.6
+03/06/2014,0,4.6,0,2.8,0,18.85,250.16,0.6
+04/06/2014,0,0,0,0,0,17.15,250.15,0.6
+05/06/2014,0,0,0,0,0,19.15,250.14,0.6
+06/06/2014,0,0,0,0,0,19.9,250.13,0.6
+07/06/2014,0,0,0,0,0,22.1,250.12,0.6
+08/06/2014,0,0,0,0,0,25.1,250.11,0.6
+09/06/2014,0,0,0,0,0,24.95,250.1,0.6
+10/06/2014,0,0,0,0,0,25.15,250.09,0.6
+11/06/2014,0,0,0,0,0,25.45,250.08,0.6
+12/06/2014,0,0,0,0,0,25.35,250.07,0.6
+13/06/2014,0,0.6,0,0,4,24.95,250.06,0.6
+14/06/2014,0.6,1,0,0,2.6,22.8,250.05,0.6
+15/06/2014,2.8,5.8,3,4,4.6,17.2,250.04,0.6
+16/06/2014,7.4,17.2,6.4,17.2,21,15.85,250.03,0.6
+17/06/2014,0,0.2,0,0,0,17.9,250.02,0.6
+18/06/2014,0,0,0,0,0,18.25,250.01,1.5
+19/06/2014,0,0,0,0,0,19.75,249.99,1.5
+20/06/2014,0,0,0,0,0,18.7,249.97,0.6
+21/06/2014,0,0,0,0,0,20.2,249.96,0.6
+22/06/2014,0,0,0,0,0,20.6,249.95,0.6
+23/06/2014,0,0,0,0,0,21.1,249.94,1
+24/06/2014,0,0,0,0,0,22.8,249.91,1
+25/06/2014,13.6,32.2,25.2,16.6,10.2,19.85,249.88,1
+26/06/2014,0.4,4.6,12.2,0.6,2.6,19.55,249.9,1
+27/06/2014,0,0.2,0,0,0,20.65,249.89,1
+28/06/2014,0,0,0,0,0,21.35,249.88,1
+29/06/2014,14.2,7.4,8,9.6,17.8,20.85,249.86,1
+30/06/2014,0.2,0.2,0.4,0,0,20.1,249.85,0.6
+01/07/2014,0,0,0,0,0,20.25,249.83,0.6
+02/07/2014,0,0,0,0,0,21.15,249.82,0.6
+03/07/2014,0,0,0,0,0,21.95,249.81,0.6
+04/07/2014,0,0,0,0,0,24.05,249.8,0.6
+05/07/2014,0,0,0,0,0,22.05,249.79,0.6
+06/07/2014,1.2,0,0,0,0,22.45,249.78,0.6
+07/07/2014,2.8,2.2,2.4,3.6,5.2,22.55,249.77,1
+08/07/2014,13,27.2,15.2,10,17,17.7,249.74,1
+09/07/2014,16.6,12.4,5.2,8.6,5.8,16.7,249.74,1
+10/07/2014,2.2,2.6,2,3.4,2.8,16.7,249.73,1
+11/07/2014,2.4,0.8,9.4,0,0,17.75,249.72,1
+12/07/2014,5.2,6.2,4.6,6.8,5,20.55,249.7,1
+13/07/2014,1,1.8,0.6,0.2,0.4,19.45,249.69,1
+14/07/2014,0,1,0,0.2,0,19.85,249.67,1
+15/07/2014,0,0,0,0,0,20.75,249.66,1
+16/07/2014,0,0,0,0,0,24.15,249.63,1
+17/07/2014,0,0,0,0,0,23.95,249.61,1
+18/07/2014,0,0,0,0,0,24.35,249.59,1
+19/07/2014,0,0,0,0,0,24.9,249.57,1
+20/07/2014,0,0,0,0,0,24,249.54,1
+21/07/2014,29.4,19.2,26.2,14,14.2,18.7,249.51,0.6
+22/07/2014,3.4,2.6,4.8,2.4,5.6,20.95,249.52,0.6
+23/07/2014,0,0,0,0,0,22.7,249.51,0.6
+24/07/2014,15.2,11,22.2,15.8,13.6,20.6,249.5,0.6
+25/07/2014,0.2,0,0,0,0.2,21.95,249.51,0.6
+26/07/2014,3.6,1.2,13.2,8.8,9.8,21.7,249.51,0.6
+27/07/2014,1.4,0,0.8,0,0,21.05,249.51,0.6
+28/07/2014,0,0,0,0,0,21.3,249.51,0.6
+29/07/2014,16.2,7.8,17.2,11.4,22.6,19.4,249.49,0.6
+30/07/2014,27,36.4,16.4,40,45.6,17,249.55,0.6
+31/07/2014,0,0,0,0,0,21.35,249.58,0.6
+01/08/2014,0,0,0,0,0,22.7,249.58,0.6
+02/08/2014,0,0,0,0,0,22.3,249.58,0.6
+03/08/2014,6,1,5.2,2.4,5,21.75,249.58,0.6
+04/08/2014,0,0,0.2,0,0,21.75,249.57,0.6
+05/08/2014,0,0,0.2,0,1.8,21.9,249.55,0.6
+06/08/2014,0.2,0,0,0,0,23.35,249.53,0.6
+07/08/2014,0,0,0,0,0,21.85,249.52,1
+08/08/2014,0,0,0,0,0,22.45,249.49,1.5
+09/08/2014,0,0,0,0,0,22.1,249.46,1.5
+10/08/2014,0,0,0,0,0,23.3,249.43,1.5
+11/08/2014,0,0,0,0,0,22.9,249.4,1.5
+12/08/2014,0,0,0,0,0,23.85,249.37,1.5
+13/08/2014,20.4,0.6,2.2,3,2.8,23.3,249.33,1.5
+14/08/2014,0,0,0,0,0,19.05,249.31,1.5
+15/08/2014,0,0,0,0,0,18.9,249.28,1.5
+16/08/2014,2.6,0,0.2,3.8,4.2,18.15,249.24,1.5
+17/08/2014,0,0,0,0,0,19.2,249.21,1.5
+18/08/2014,0,0,0,0,0,17.7,249.18,1.5
+19/08/2014,0,0,0,0,0,19.85,249.15,1.5
+20/08/2014,0,3,0,0,0,20.8,249.12,1.5
+21/08/2014,0,0,0,0,0,20.05,249.09,1.5
+22/08/2014,0,0,0,0,0,18.2,249.06,1.5
+23/08/2014,0.8,0.2,1.6,1.4,1.2,17.85,249.03,1.5
+24/08/2014,0,0,0,0,0,19.9,249,1.5
+25/08/2014,0,0,0,0,0,18.95,248.98,1.5
+26/08/2014,0,0,0,0,0,19.25,248.94,1.5
+27/08/2014,0,1.8,0,0,0.2,21.6,248.91,1.5
+28/08/2014,0,0,0,0,0,21.5,248.88,1.5
+29/08/2014,0,0,0,0,0,23.55,248.85,1.5
+30/08/2014,0,0,0,0,0,21.5,248.81,1.5
+31/08/2014,0,0,0,0,0,21.5,248.77,1.5
+01/09/2014,14.6,15.6,19.8,13.2,16,16.4,248.77,1.5
+02/09/2014,0,0,0,0,0,18.5,248.74,1.5
+03/09/2014,0.8,0.6,2.6,0,0.2,16.95,248.7,1.5
+04/09/2014,0,0.4,1.2,0,0,18.5,248.67,1.5
+05/09/2014,0,0,0.2,0.4,0.2,20.3,248.64,1.5
+06/09/2014,0,0,0,0,0,22,248.61,1.5
+07/09/2014,0,0,0.4,0,0,20.35,248.59,1.5
+08/09/2014,0,0,0.2,0,0,20.6,248.56,1.5
+09/09/2014,0,0,0,0,0,21.2,248.53,1.5
+10/09/2014,15,13.8,23.2,25.8,12.8,18.1,248.54,1
+11/09/2014,15,7.6,8.4,8.4,16.8,18.3,248.54,0.6
+12/09/2014,12,11.2,7.8,15.4,6.2,16.5,248.54,1
+13/09/2014,0,0,0,0,0,16.05,248.52,1
+14/09/2014,0,0,0,0,0,18.25,248.5,1
+15/09/2014,0.2,0,0,0,0,17.65,248.49,1
+16/09/2014,5.8,10.2,0,9.2,0.6,19,248.47,1
+17/09/2014,0.4,0,0,0,0,19.5,248.45,1
+18/09/2014,0,0,0,0,0.2,19.3,248.43,1
+19/09/2014,8.2,29.4,8.2,13.4,9.6,19.45,248.42,1
+20/09/2014,52.4,56.4,102.4,113.6,51.6,21.1,248.96,1
+21/09/2014,0,0,0,0,0,20.25,249.13,1
+22/09/2014,17.2,0,0,23.4,12.6,19.65,249.14,1
+23/09/2014,0,0,0,0,0.2,16.8,249.15,5
+24/09/2014,0.2,0,0,0,0,14.8,249.07,5
+25/09/2014,1.4,1,1.2,1,1,15.75,248.98,5
+26/09/2014,0.2,0,0,0,0,17.95,248.88,5
+27/09/2014,0,0,0,0,0,17.35,248.79,5
+28/09/2014,0,0,0,0,0,18.5,248.7,5
+29/09/2014,0.2,0,0,0,0,17.4,248.59,2
+30/09/2014,0,0,0,0,0,17.1,248.56,2
+01/10/2014,4.6,10,6.4,8.6,7,16.7,248.52,2
+02/10/2014,0,0,0.2,0,0,18.3,248.48,2
+03/10/2014,0,0,0,0,0,18.35,248.45,2
+04/10/2014,0,0,0,0,0,17.95,248.42,2
+05/10/2014,0.2,0,0,0,0,17.5,248.38,2
+06/10/2014,0,0,0,0,0,16.75,248.34,2
+07/10/2014,0,0,0,0,0,15,248.31,2
+08/10/2014,0,0,0,0,0,19.55,248.27,2
+09/10/2014,0,0,0,0,0,18.25,248.23,2
+10/10/2014,0,0.2,0,0,0,20.75,248.2,2
+11/10/2014,34.6,43.2,32.2,31.8,32.4,19.2,248.17,2
+12/10/2014,1,7,0.8,1.8,4.6,18.1,248.21,2
+13/10/2014,19.4,15.8,24.6,39.8,32,18.3,248.19,2
+14/10/2014,6.4,0.6,14,1.2,1.4,18.15,248.34,2
+15/10/2014,21.4,27,28.2,26.2,23.6,17.5,248.4,1.83
+16/10/2014,0.6,2.4,0.2,0,0,18.9,248.65,2
+17/10/2014,5.4,12.8,3.8,7.6,7,19,248.66,2
+18/10/2014,0.6,0,1.6,0.4,0.8,19.1,248.68,2
+19/10/2014,0.2,0.4,0.2,0.2,0.4,18.6,248.68,2
+20/10/2014,0.2,0,0.2,0,0.2,15.1,248.68,2
+21/10/2014,0.6,0.8,0.4,0.4,1.4,17.05,248.66,2
+22/10/2014,0.2,0.4,0,0,0,13.8,248.63,2
+23/10/2014,0,0,0,0,0,12.8,248.61,2
+24/10/2014,0,0,0,0,0,15.65,248.58,2
+25/10/2014,0,0,0,0,0,12.45,248.55,2
+26/10/2014,0,0,0,0,0,12.55,248.52,2
+27/10/2014,0,0,0,0,0,11.1,248.49,2
+28/10/2014,0,0,0,0,0,10,248.46,2
+29/10/2014,0,0,0,0,0,10.85,248.42,2
+30/10/2014,0.2,0,0,0,0,11.2,248.39,2
+31/10/2014,0.2,0,0,0,0,12.35,248.36,2
+01/11/2014,0,0,0,0,0,14.35,248.34,2
+02/11/2014,0.2,0,0,0,0,11.8,248.3,2
+03/11/2014,0,0,0,0,0,11.55,248.27,2
+04/11/2014,0,0,0,0,0,15.15,248.24,2
+05/11/2014,40.6,62,41.8,29.4,30.2,14.45,248.21,2
+06/11/2014,24.4,18.2,24,23,21.8,12.75,248.49,2
+07/11/2014,0.4,0,0.2,0.2,0.4,13.45,248.75,2
+08/11/2014,0.4,0,0.4,0,0,13.75,248.81,2
+09/11/2014,0.6,1.4,0.6,0.8,0.8,12.95,248.82,2
+10/11/2014,20.4,16.6,13.4,13.4,14,13.15,248.81,2.5
+11/11/2014,0.6,0.2,0.2,0.4,0.2,14.2,248.89,2.5
+12/11/2014,2.6,6.4,2.6,3.2,2.2,13.4,248.91,2.5
+13/11/2014,0.2,4.8,0.4,1.2,0,12.65,248.89,2.5
+14/11/2014,0,0,0,0,0,12.85,248.89,2.5
+15/11/2014,18.8,26.4,14.6,18,18.4,11,248.89,2.5
+16/11/2014,6,4.4,4.8,4.2,9.8,10.7,249.09,2.5
+17/11/2014,42,41.8,39.6,48.8,50.6,8.3,249.15,5
+18/11/2014,31.4,11.6,24.6,29.8,31,9.35,249.91,7
+19/11/2014,5,3.2,5.2,3,5.4,9.5,250.35,7
+20/11/2014,0.4,0.2,0.2,0.2,0.4,7.1,250.46,7
+21/11/2014,0.4,0.6,0.2,0.6,1.6,6.8,250.44,7
+22/11/2014,2.2,1,1.2,1.4,2.2,9.65,250.31,7
+23/11/2014,0.2,0,0,0,0,12.7,250.32,7
+24/11/2014,0.2,0.2,0.2,3.8,0.4,9.75,250.25,7
+25/11/2014,6.6,6,7.2,10,10,10.35,250.17,7
+26/11/2014,17,11.4,9.8,10.4,9,10.5,250.15,7
+27/11/2014,5.4,9.6,4.8,6.4,6,11.05,250.12,7
+28/11/2014,0.8,0.4,0.8,0.6,0.4,11.75,250.09,7
+29/11/2014,0.8,0.4,0.4,0.4,0.8,12.9,250,7
+30/11/2014,1.4,2,1.6,1.8,1.8,13.05,249.92,7
+01/12/2014,1.6,4.2,2.4,2.4,2.2,12.9,249.86,7
+02/12/2014,0,0,0.2,0,0,10.75,249.76,7
+03/12/2014,9.6,8,9.2,9.6,10.4,9.4,249.72,7
+04/12/2014,9,11.6,9.2,10,12.8,8.4,249.73,7
+05/12/2014,1.6,1.4,0.8,1.8,3.2,9.1,249.74,7
+06/12/2014,1.4,5.8,3.8,2.4,4.6,9.35,249.71,7
+07/12/2014,0.8,0.2,0.4,0.4,0.4,7.9,249.66,7
+08/12/2014,0,0,0,0,0,8.85,249.6,7
+09/12/2014,0,0,0.2,0,0,6.7,249.52,7
+10/12/2014,0,0,0,0,0,6.9,249.42,7
+11/12/2014,0,0,0,0,0,5.2,249.34,7
+12/12/2014,0.2,0,0,0,0,4.3,249.24,1
+13/12/2014,3.2,9.6,3.4,3.2,3.8,8.55,249.24,1
+14/12/2014,0.2,1,0.4,0.4,0.6,10.15,249.25,1
+15/12/2014,0.8,5.2,0.4,4,3.2,9.05,249.27,1
+16/12/2014,7,11.2,6.2,10,11.2,9.1,249.29,1
+17/12/2014,0,0,0,0,0,10.95,249.37,1
+18/12/2014,0.2,0,0,0,0,8.5,249.4,1
+19/12/2014,0,0,0,0,0,8.65,249.42,1
+20/12/2014,0,0,0,0,0,10.8,249.44,1
+21/12/2014,0,0,0,0,0,10.8,249.45,1
+22/12/2014,0.2,0,0,0,0,5.75,249.46,1
+23/12/2014,0,0,0,0,0,10.45,249.47,1
+24/12/2014,0,0,0,0,0,10.35,249.48,1
+25/12/2014,0,0,0,0,0,9.85,249.48,1
+26/12/2014,0,0,0,0,0,5.95,249.48,1
+27/12/2014,24.2,5.6,19.8,24.4,23,-0.5,249.5,1
+28/12/2014,0.4,3,2.4,8.4,0.2,0.9,249.59,1
+29/12/2014,0,11.6,0,0.4,0,1.9,249.62,1
+30/12/2014,0,3.2,0,0,0,0.6,249.64,1
+31/12/2014,0,0,0,0,0,-1.7,249.66,1
+01/01/2015,0,4,0,0,0,2.2,249.67,1
+02/01/2015,0,0.2,0,0,0,7.3,249.67,1
+03/01/2015,0,0,0,0,0,6.1,249.68,1
+04/01/2015,0,0,0,0,0,11.35,249.7,1
+05/01/2015,0,0,0,0,0,7,249.72,1
+06/01/2015,0,0,0,0,0,5.35,249.73,1
+07/01/2015,0,0,0,0,0,5.55,249.74,1
+08/01/2015,0,0,0,0,0,7.75,249.75,1
+09/01/2015,0,0,0,0,0,8.8,249.76,1
+10/01/2015,0,0.6,0.4,0,0.2,9.3,249.76,1
+11/01/2015,0.8,1.2,1,0.4,0.8,10.15,249.77,1
+12/01/2015,0,0,0,0,0,6.95,249.78,1
+13/01/2015,0,0,0,0,0,8,249.78,1
+14/01/2015,0.4,0.8,0,0.2,1.2,7.8,249.77,1
+15/01/2015,0,0.2,0,0,0.2,9.55,249.77,1
+16/01/2015,1.4,3.4,1.2,1.6,1.4,9,249.77,1
+17/01/2015,5,9.4,2.2,4.8,5.4,9.5,249.77,1
+18/01/2015,0,0,0,0,0,6.8,249.78,1
+19/01/2015,0,0,0,0,0.2,3.95,249.79,0.6
+20/01/2015,0,0,0.2,0,0.4,5.65,249.79,0.6
+21/01/2015,3.4,11,6.2,5.8,6,6.7,249.78,0.6
+22/01/2015,1.8,5.4,2.4,3.2,2.2,6.65,249.81,0.6
+23/01/2015,0,1.4,1,0,0,6.4,249.82,0.6
+24/01/2015,0,0,0,0,0,8.2,249.84,0.6
+25/01/2015,0.2,0.6,0.8,0,0.6,6.15,249.85,0.6
+26/01/2015,0.2,0,0,0,0,4.7,249.86,0.6
+27/01/2015,0,0,0,0,0,1.9,249.88,0.6
+28/01/2015,0,0,0,0,0,3.85,249.89,0.6
+29/01/2015,18.8,15.4,15.4,23,21.4,1,249.9,0.6
+30/01/2015,31,39.6,24.4,41.6,34,3.6,250.53,5.5
+31/01/2015,0.2,0.8,0.2,0.2,0.6,1.15,250.81,5.5
+01/02/2015,1.2,2.4,1,0.4,1,3.7,250.82,5.5
+02/02/2015,0,0.2,0.2,0,0.2,1.4,250.81,5.5
+03/02/2015,2,7,2.6,4.8,3.4,2.1,250.77,5.5
+04/02/2015,1.2,0.6,1,0.8,1.2,4.6,250.73,5.5
+05/02/2015,28.8,25.8,21,33.6,32.8,2.9,250.76,7.2
+06/02/2015,4.8,3.4,13.8,2.2,1.8,1.2,251.08,7.2
+07/02/2015,0,0,0,0,0,2.45,251.1,7.2
+08/02/2015,0.2,0,0,0,0,2.9,251.07,7.2
+09/02/2015,0,0,0.2,0,0.2,3.2,251,5.5
+10/02/2015,0,0,0,0,0,5.7,250.97,5.5
+11/02/2015,0.2,0,0,0,0,8.6,250.93,2.5
+12/02/2015,0,0,0,0,0,8.55,250.93,2.5
+13/02/2015,0,0,0,0,0,6.2,250.94,2.5
+14/02/2015,0.2,5.4,2.6,4,2.2,6.85,250.95,2.5
+15/02/2015,3.6,6,4.8,2.2,1.6,6.75,250.97,2.5
+16/02/2015,0.2,0,0,0,0,7.9,250.98,2.5
+17/02/2015,0,0,0,0,0,8.4,250.99,2.5
+18/02/2015,0,0,0,0,0,5.9,250.99,2.5
+19/02/2015,0,0,0,0,0,7.8,250.99,2.5
+20/02/2015,0,0,0,0,0,4.75,250.98,2.5
+21/02/2015,9.6,12.8,9.2,10.2,9.4,5.45,251.06,2.5
+22/02/2015,10.4,8.8,10.2,9.6,7.2,5.7,251.1,2.5
+23/02/2015,0,0.2,0,0,0,9.1,251.12,2.5
+24/02/2015,1.4,3.8,3.8,1.2,2,5.95,251.14,2.5
+25/02/2015,0.4,3,8.2,0.6,0.2,6,251.14,2.5
+26/02/2015,0,0,0,0,0,7,251.16,2.5
+27/02/2015,0.2,0.2,0,0.4,0.2,8.35,251.16,7.2
+28/02/2015,0,0,0,0,0,8.6,251.08,7.2
+01/03/2015,0.8,1,0.4,0.2,1,6.5,250.98,7.2
+02/03/2015,10.8,13.2,11.2,8,16.4,9.15,250.89,7.2
+03/03/2015,0,0,0,0,0,11.6,250.91,7.2
+04/03/2015,11.6,15.8,15.8,10.2,12.6,6.9,250.85,7.2
+05/03/2015,6,10.6,15.8,3.8,3.2,4.55,250.98,3.35
+06/03/2015,0,0,0,0,0,6.2,251.06,7.2
+07/03/2015,0,0,0,0,0,6.3,251.02,7.2
+08/03/2015,0,0,0,0,0,6.55,250.98,7.2
+09/03/2015,0,0,0,0,0,6.7,250.89,7.2
+10/03/2015,0,0,0,0,0,10.1,250.81,2.5
+11/03/2015,0,0,0,0,0,7.25,250.8,2.5
+12/03/2015,0.2,0,0.8,0,0,8.15,250.8,2.5
+13/03/2015,0,0,0,0,0,7.7,250.78,2.5
+14/03/2015,0,0,0,0,0,7.7,250.76,2.5
+15/03/2015,2.8,4,2.6,2.2,3,8.9,250.75,2.5
+16/03/2015,15.8,14.6,13.4,13.8,15,7.45,250.74,2.5
+17/03/2015,10,11.2,7.8,8.6,11.2,9.45,250.8,2.5
+18/03/2015,0.2,0,0,0,0,11,250.85,2.5
+19/03/2015,0,0,0,0,0,10.85,250.86,2.5
+20/03/2015,0,0,0,0,0,11.55,250.86,2.5
+21/03/2015,1.2,0,0,0,0,9,250.85,2.5
+22/03/2015,0,0.8,1.4,0,0,10.15,250.83,2.5
+23/03/2015,0,0,0,0,0,11.6,250.82,1
+24/03/2015,0.6,0.6,0.2,0.2,0.6,10.4,250.82,1
+25/03/2015,21.6,24.8,16.2,25.2,27.6,10.75,250.83,1
+26/03/2015,20.2,41.8,18.6,18,17,11.25,251.33,7.2
+27/03/2015,3,4.2,6.8,0.8,1.4,8.85,251.57,7.2
+28/03/2015,0,0,0,0,0,12.25,251.57,7.2
+29/03/2015,0,0,0,0,0,11,251.55,7.2
+30/03/2015,0,0,0,0,0,11.2,251.47,7.2
+31/03/2015,0,0,0,0,0,11.65,251.4,7.2
+01/04/2015,0,0,0,0,0,13.35,251.33,7.2
+02/04/2015,0,0,0,0,0,11.7,251.23,7.2
+03/04/2015,0,0,0,0,0,10.7,251.14,5.4
+04/04/2015,23.8,26.6,22.8,25.6,31.6,7.75,251.08,5.4
+05/04/2015,1.4,4.2,6,0.4,0.8,6.1,251.18,5.4
+06/04/2015,0,0,0,0,0,6.85,251.2,5.4
+07/04/2015,0,0,0,0,0,5.95,251.17,5.4
+08/04/2015,0,0,0,0,0,8.35,251.13,5.4
+09/04/2015,0,0,0,0,0,12.35,251.08,1.5
+10/04/2015,0,0,0,0,0,13,251.08,1.5
+11/04/2015,0,0,0,0,0,10.8,251.1,1.5
+12/04/2015,0,0,0,0,0,13.9,251.12,1.5
+13/04/2015,0,0,0,0,0,15.7,251.12,1.5
+14/04/2015,0,0,0,0,0,14.55,251.12,1.5
+15/04/2015,0,0,0,0,0,16.1,251.12,1.5
+16/04/2015,0,0,0,0,0,14.65,251.12,1.5
+17/04/2015,0.2,2,0.4,0.4,1,13.65,251.13,1.5
+18/04/2015,0,2.2,1,0,0.4,12.2,251.13,1.5
+19/04/2015,0,0,0,0,0,10.15,251.12,1.5
+20/04/2015,0,0,0.2,0,0,13.4,251.11,1
+21/04/2015,0,0,0,0,0,16.1,251.11,1
+22/04/2015,0,0,0,0,0,14.85,251.11,1
+23/04/2015,2.2,0,0.2,0,0.2,14,251.11,1
+24/04/2015,0,0,0,0,0.2,13.5,251.11,1
+25/04/2015,0,0,0,0,0,13.3,251.11,1
+26/04/2015,5.8,6.4,5.2,5.4,7.6,15.8,251.1,1
+27/04/2015,20.2,30.8,19,22,21.4,11.95,251.09,1
+28/04/2015,10.2,8.6,9.4,21.4,14.8,11.5,251.17,1
+29/04/2015,10.6,6.8,20.2,6.6,5,15.25,251.26,1
+30/04/2015,0.2,0,2,0.2,0.2,13,251.38,1
+01/05/2015,0,0.2,0.4,0,0,13.05,251.4,1
+02/05/2015,1,2.4,2,1.2,2,14.85,251.43,1
+03/05/2015,0,0.8,0,0,0,15.9,251.46,1
+04/05/2015,0,0,0,0,0,19.45,251.47,1
+05/05/2015,0,0,0,0,0,20.05,251.48,1
+06/05/2015,0,0,0,0,0,17.55,251.49,1
+07/05/2015,0,0,0,0,0,18.15,251.49,1
+08/05/2015,0,0.2,0,0,0,16.1,251.49,1
+09/05/2015,0,0,0,0,0,16.85,251.49,1
+10/05/2015,0,0,0,0,0,19.95,251.49,1
+11/05/2015,0,0,0,0,0,19.3,251.49,1
+12/05/2015,0,0,0,0,0,19.85,251.49,1
+13/05/2015,0,0,0,0,0,17,251.49,1
+14/05/2015,0,0,0,0,0,18.1,251.49,1
+15/05/2015,3.2,16.4,4.2,7.4,10.4,14.9,251.48,1
+16/05/2015,2.6,2.4,2.4,2.8,1.6,14.45,251.46,1
+17/05/2015,0,0,0,0,0.2,19.95,251.44,1
+18/05/2015,0,0,0,0,0,22.25,251.43,0.6
+19/05/2015,0,0,0,0,0,17.85,251.43,0.6
+20/05/2015,11.4,8,7.4,10.8,20.8,14.5,251.43,0.6
+21/05/2015,6.6,10.6,14.4,5.4,5.6,12.65,251.44,0.6
+22/05/2015,3,10.2,11.4,2.6,4.4,10.9,251.45,0.6
+23/05/2015,6.2,6.6,6,9,6.2,12.2,251.48,0.6
+24/05/2015,1.2,0.2,0.2,0.6,0.6,13.85,251.49,0.6
+25/05/2015,0,0,0,0,0,14.9,251.49,0.6
+26/05/2015,10.2,0,6,37.2,3.6,15.4,251.48,0.6
+27/05/2015,0.4,2.6,1,0.6,0.4,14.4,251.54,0.6
+28/05/2015,0,0,0,0,0,15.15,251.55,0.6
+29/05/2015,0,0,0,0,0,16.2,251.54,0.6
+30/05/2015,0,0,0,0,0,16.55,251.54,0.6
+31/05/2015,0,0,0,0,0,17.55,251.53,0.6
+01/06/2015,0,0,0,0,0,18.7,251.52,0.6
+02/06/2015,0,0,0,0,0,19.25,251.52,0.6
+03/06/2015,0,0,0,0,0,20.5,251.51,0.6
+04/06/2015,0,0,0,0,0,22.7,251.51,0.6
+05/06/2015,0,0,0,0,0,24.2,251.51,0.6
+06/06/2015,0,0,0,0,0,24.55,251.51,0.6
+07/06/2015,0,0,0,0,0,23.8,251.51,0.6
+08/06/2015,0,0,0,0,0,22.9,251.51,0.6
+09/06/2015,0,0,0,0,0,20.35,251.51,0.6
+10/06/2015,0,0,0,0,23,21.6,251.51,0.6
+11/06/2015,7.6,0.4,0.2,4.2,0,22.55,251.51,0.6
+12/06/2015,0.2,0,0.2,0,0,21.05,251.51,0.6
+13/06/2015,0,0,0,0,0,21.7,251.51,0.6
+14/06/2015,1.8,9.8,1.8,16.6,23.8,20.1,251.5,0.6
+15/06/2015,1.2,11.2,4.4,6.4,0.8,20,251.5,0.6
+16/06/2015,0.4,0.4,33.2,0.2,0,19.8,251.51,0.6
+17/06/2015,16.4,7,14,26.2,3.4,17.2,251.51,0.6
+18/06/2015,0,0,0,0,0,17.9,251.51,0.6
+19/06/2015,0,0.4,0.2,0,0,18.6,251.51,0.6
+20/06/2015,1.2,2.4,0.6,1.6,2.6,20,251.5,0.6
+21/06/2015,0,0,0,0,0,19.4,251.49,1
+22/06/2015,0,0,0,0,0,18.8,251.48,1
+23/06/2015,0,0.8,0,0,0,21.45,251.47,1
+24/06/2015,12.6,6,9.6,18.4,17.6,17.6,251.46,1
+25/06/2015,0,0,0,0,0,20.4,251.45,1
+26/06/2015,0,0,0,0,0,21.95,251.42,1
+27/06/2015,0,0,1.8,0.2,0,21.15,251.4,1
+28/06/2015,0,0,0,0,0,22.05,251.38,1
+29/06/2015,0,0,0,0,0,22.25,251.36,1
+30/06/2015,0,0,0,0,0,23.4,251.34,0.6
+01/07/2015,0,0,0,0,0,24.7,251.32,0.6
+02/07/2015,0,0,0,0,0,25.65,251.31,0.6
+03/07/2015,0,0,0,0,0,26.15,251.3,0.6
+04/07/2015,0,0,0,0,0,26.45,251.28,0.6
+05/07/2015,0,0,0,0,0,27.5,251.27,0.6
+06/07/2015,0,0,0,0,0,26.05,251.26,1
+07/07/2015,0,0,0.2,0,0,26.45,251.24,1
+08/07/2015,0,0,0,0,0,24.9,251.22,1
+09/07/2015,0,0,0,0,0,23.8,251.19,1.5
+10/07/2015,0,0,0,0,0,24.1,251.16,1.5
+11/07/2015,0,0,0,0,0,23.6,251.12,1.5
+12/07/2015,0.4,0,0,0,0,24.95,251.08,1.5
+13/07/2015,0,0,0,0,0,23.75,251.04,2
+14/07/2015,0,0,0,0,0,25.85,251.01,2
+15/07/2015,0,0,0,0,0,27.2,250.97,2
+16/07/2015,0,0,0,0,0,27.75,250.93,2
+17/07/2015,0,0,0,0,0,27.15,250.89,2
+18/07/2015,0,0,0,0,0,26.7,250.85,2
+19/07/2015,0,0,0,0,0,25.95,250.81,2
+20/07/2015,0,0,0,0,0,26.5,250.78,2
+21/07/2015,0,0,0,0,0,28,250.73,2
+22/07/2015,0,0.2,1.6,0,0,27.8,250.68,2
+23/07/2015,0,0,0,0,0,25.95,250.63,3
+24/07/2015,21,0,0.4,0,0,27.05,250.58,3
+25/07/2015,3.4,4.2,3,4,3.4,21.7,250.52,3
+26/07/2015,0,0,0,0,0,24.55,250.46,3
+27/07/2015,0,0.2,0,0,0,23.35,250.39,3
+28/07/2015,0,0,0,0,0,23.4,250.33,3
+29/07/2015,0,0,0,0,0,23.05,250.27,3
+30/07/2015,0,0,0,0,0,25.05,250.2,3
+31/07/2015,0,0,0,0,0,22.65,250.14,3
+01/08/2015,19.4,14.2,15.4,27,32.8,23.6,250.09,3
+02/08/2015,0,0.2,0.2,0.2,0.2,23.25,250.05,3
+03/08/2015,0,0,0,0,0,25.5,250.01,3
+04/08/2015,0,0,0,0,0,26.8,249.96,3
+05/08/2015,0,0,0,0,0,26.7,249.89,3
+06/08/2015,0,0,0,0,0,28.35,249.83,3
+07/08/2015,0,0,0,0,0,29.9,249.74,3
+08/08/2015,0,0,0,0,0,28.85,249.67,3
+09/08/2015,0.2,2.2,0,8.2,24.4,27.15,249.62,3
+10/08/2015,7.8,6.8,26.2,12.4,6.4,20.3,249.58,3
+11/08/2015,0.2,0.2,0,0,0,24.4,249.55,1.5
+12/08/2015,0,0,0,0,0,28,249.53,1.5
+13/08/2015,0,0,0,0,0,27.45,249.49,1.5
+14/08/2015,0,0,0,0,0,25.1,249.43,2.5
+15/08/2015,8,0,5,0,0,22.1,249.38,2.5
+16/08/2015,2.2,0,1.6,0,0.2,20.6,249.33,2.5
+17/08/2015,0,0,0,0,0,19.4,249.27,2.5
+18/08/2015,0,0,0,0,0,21.1,249.23,2.5
+19/08/2015,6.6,20.6,21.6,23,13.4,19.3,249.17,2.5
+20/08/2015,0.2,0,0.2,0,0,19.5,249.13,2.5
+21/08/2015,0,0,0,0,0,21.45,249.07,2.5
+22/08/2015,0,0,0,0,0,20.8,249.03,2.5
+23/08/2015,0,0,0,0,0,20.8,248.97,2.5
+24/08/2015,24.4,20.2,27.2,37.8,39,19.6,248.92,2.5
+25/08/2015,1.8,2.2,0.6,0.4,1.2,21.15,248.92,2.5
+26/08/2015,0,0,0,0,0,21,248.87,2.5
+27/08/2015,0,0,0,0,0,23.3,248.82,2.5
+28/08/2015,0,0,0,0,0,23.95,248.77,2.5
+29/08/2015,0,0,0,0,0,26.1,248.72,2.5
+30/08/2015,0,0,0,0,0,25.85,248.67,2.5
+31/08/2015,0,0,0,0,0,24.6,248.61,2.5
+01/09/2015,0,0,0,0,0,22.95,248.55,2.5
+02/09/2015,0,0,0,0,0,21.55,248.51,2.5
+03/09/2015,0,0,0,0,0,20.65,248.45,2.5
+04/09/2015,0,0,0.8,2.4,1,21.6,248.4,2.5
+05/09/2015,0,0,0,0,0,19.45,248.36,2.5
+06/09/2015,0,0,0,0,0,18.75,248.31,2.5
+07/09/2015,0,0,0,0,0,20,248.25,2.5
+08/09/2015,0,0,0,0,0,19.8,248.18,2.5
+09/09/2015,0,0,0,0,0,18.7,248.11,2.5
+10/09/2015,0,0,0,0,0,18.6,248.07,2.5
+11/09/2015,0,0,0,0,0,18.6,248,2.5
+12/09/2015,0,0,0,0,0,18.75,247.95,2.5
+13/09/2015,6.2,12.6,6,6.4,8.6,16.65,247.9,2.5
+14/09/2015,0.2,11.6,0,2.4,0.2,20.35,247.84,2.5
+15/09/2015,0,0,0,0.2,0.2,20.8,247.79,2.5
+16/09/2015,4.4,0.2,8.4,3.2,3.4,22.75,247.75,2.5
+17/09/2015,0,0,0,0,0,24.8,247.7,2.5
+18/09/2015,0.4,0,0.2,0,0,20.85,247.66,2.5
+19/09/2015,0,0,0,0,0,17.9,247.6,2.5
+20/09/2015,1.2,0,0,0,0,16.65,247.55,2.5
+21/09/2015,0.2,0,0,0,0,19.3,247.5,2.5
+22/09/2015,0,0,0,0,0,16.55,247.45,2.5
+23/09/2015,10.6,28.4,11.8,28.2,15.4,14.65,247.4,2.5
+24/09/2015,0,0,0,0,0,13.35,247.35,2.5
+25/09/2015,0,0,0,0,0,16.65,247.3,2.5
+26/09/2015,0,0,0,0,0,17.6,247.25,2.5
+27/09/2015,0,0,0,0,0,17,247.2,2.5
+28/09/2015,0,0,0,0,0,15,247.15,2.5
+29/09/2015,0,0,0,0,0,14.5,247.1,2.5
+30/09/2015,0,0,0,0,0,13.2,247.05,2.5
+01/10/2015,3.4,3.8,1.6,2.4,6.8,11.5,246.98,2.5
+02/10/2015,8.4,7.6,5.6,5.2,6,15.5,246.93,2.5
+03/10/2015,0.2,0.8,0.4,0.8,0.8,16.5,246.89,2.5
+04/10/2015,26.4,21.2,23,48.6,27,15.4,246.86,2.5
+05/10/2015,8,1.6,20.6,6.2,7.8,18.95,246.86,2.5
+06/10/2015,1,2,2.8,1,2,18.3,246.82,2.5
+07/10/2015,3.6,2.8,3.8,8.6,7.6,18.55,246.78,2.5
+08/10/2015,0,0,0,0,0,17.45,246.73,2.5
+09/10/2015,0,0,0,0,0,15.65,246.68,2.5
+10/10/2015,9.8,9.6,10.6,7.6,13.4,13.75,246.65,2.5
+11/10/2015,0.2,0,0.4,0,0,15.3,246.6,2.5
+12/10/2015,1.2,0.8,0.6,0.4,1.2,12.95,246.56,2.5
+13/10/2015,35.4,76.4,54.6,51.4,38.2,15.15,246.5,2.5
+14/10/2015,12.6,54.8,19,16.2,22.4,14.3,246.75,2.5
+15/10/2015,4.4,10,1.4,3,4.4,11.95,247.11,2.5
+16/10/2015,10.8,10.4,11.2,15.8,15,9.95,247.17,2.5
+17/10/2015,0.6,0.2,0.6,0.4,0.4,10.75,247.21,2.5
+18/10/2015,1.6,1.8,3.2,1.8,2.4,10.9,247.2,2.5
+19/10/2015,3.4,1.2,2.2,2.2,3,13.25,247.18,2.5
+20/10/2015,0.2,0,0,0,0,12.65,247.14,2.5
+21/10/2015,0,0,0,0,0,11.6,247.11,2.5
+22/10/2015,0,0,0,0,0,10.45,247.06,2.5
+23/10/2015,0,0,0,0,0,13.05,247.01,2.5
+24/10/2015,0,0,0,0,0,15.1,246.97,2.5
+25/10/2015,0,0,0,0,0,11.8,246.93,2.5
+26/10/2015,0.2,0,0,0,0,12.65,246.88,2.5
+27/10/2015,0,0,0,0,0,11.25,246.83,2.5
+28/10/2015,45.6,46,120.2,29,42.4,12.9,246.8,1
+29/10/2015,29.2,19.2,21.2,13.8,22.6,13.85,247.13,1
+30/10/2015,0,0.2,0,0,0,14.35,247.3,1
+31/10/2015,2,0,0,0,0,12.55,247.37,1
+01/11/2015,0,0,0,0,0,12.1,247.4,1
+02/11/2015,0,0,0,0,0,12.15,247.4,1
+03/11/2015,0,0,0,0,0,11.6,247.4,1
+04/11/2015,0,0,0,0,0,14.35,247.4,1
+05/11/2015,0,0,0,0,0,15,247.38,1
+06/11/2015,0,0,0,0,0,15.6,247.36,1
+07/11/2015,0.2,0,0,0,0.2,16.25,247.34,1
+08/11/2015,0.2,0,0,0,0,15.3,247.33,1
+09/11/2015,0,0,0,0,0,10.4,247.32,1
+10/11/2015,0.2,0,0,0,0,14.4,247.31,1
+11/11/2015,0,0,0,0,0,12.1,247.3,1
+12/11/2015,0,0,0,0,0.2,12.2,247.29,1
+13/11/2015,0.2,0.4,0.2,0,0.2,9,247.28,1
+14/11/2015,0,0,0,0,0,14,247.26,1
+15/11/2015,0,0,0,0,0,11.5,247.25,1
+16/11/2015,0,0,0,0,0,13.3,247.24,1
+17/11/2015,0,0,0,0,0,11.2,247.22,1
+18/11/2015,0,0,0,0,0,12.95,247.2,1
+19/11/2015,0,0,0,0,0,12.25,247.18,1
+20/11/2015,2,4,4,5.6,5.6,12.7,247.16,1
+21/11/2015,29.2,25.2,20.8,31.8,34.6,8.5,247.16,1
+22/11/2015,3.2,5,6.2,4.2,3.2,4.8,247.33,1
+23/11/2015,1.6,2,0.6,2.2,3.8,3.3,247.38,1
+24/11/2015,0.2,0,0,0,0,5.15,247.4,1
+25/11/2015,0,0,0,0,0,3.7,247.42,1
+26/11/2015,0.2,0.6,0.8,0,0.2,3.7,247.41,1
+27/11/2015,0,0,0,0,0,6.1,247.4,1
+28/11/2015,0,0,0,0,0,5.1,247.4,1
+29/11/2015,0,0,0,0,0,6.15,247.39,1
+30/11/2015,0.2,0,0,0,0,8.35,247.38,1
+01/12/2015,0,0,0,0,0,10.5,247.37,1
+02/12/2015,0,0,0,0,0,10.45,247.35,1
+03/12/2015,0,0,0,0,0,8.15,247.34,1
+04/12/2015,0,0,0,0,0,8,247.34,1
+05/12/2015,0,0,0,0,0,8.6,247.33,1
+06/12/2015,0,0,0,0,0,5.35,247.31,1
+07/12/2015,0.6,0,0.4,0.2,0.2,4.9,247.29,1
+08/12/2015,0,0,0,0,0,7.95,247.28,1
+09/12/2015,0,0,0,0,0,8.75,247.27,0.6
+10/12/2015,0.2,0,0,0,0,9.95,247.25,0.6
+11/12/2015,0.2,0,0,0,0,6.3,247.24,0.6
+12/12/2015,0,0,0,0,0,9.2,247.24,0.6
+13/12/2015,3.8,11.6,6.8,4.4,7,8.2,247.24,0.6
+14/12/2015,0.2,0.6,0.4,0.2,0.4,7.6,247.24,0.6
+15/12/2015,0,0,0.2,0.2,0.2,4.85,247.24,0.6
+16/12/2015,0.2,0.2,0,0,0,6.8,247.24,0.6
+17/12/2015,0.2,0,0.2,0.2,0.2,6.55,247.23,0.6
+18/12/2015,0.2,0,0,0.2,0.2,6.05,247.23,0.6
+19/12/2015,0,0,0,0,0,9.1,247.22,0.6
+20/12/2015,0.4,0,0.4,0.6,0.4,6.2,247.21,0.6
+21/12/2015,1,0.4,1,1.2,2.6,4.1,247.2,0.6
+22/12/2015,1.6,1.2,1.2,0.8,3.2,7.4,247.2,0.6
+23/12/2015,0.2,1.2,0.6,0.2,0,9.8,247.19,0.6
+24/12/2015,0,0.2,0.4,0.2,0.2,9.3,247.19,0.6
+25/12/2015,0.2,0,0.2,0.2,0.2,6.65,247.18,0.6
+26/12/2015,0.4,0,0.2,0.2,0.2,7.55,247.17,0.6
+27/12/2015,0.2,0,0.4,0.6,0.4,4.95,247.16,0.6
+28/12/2015,0.4,0,0.4,0.8,0.4,3.5,247.15,0.6
+29/12/2015,0,0,0,0,0,6.3,247.15,3
+30/12/2015,0.2,0,0.2,0.2,0.2,5.5,247.09,3
+31/12/2015,0.2,0,0,0,0,5.1,247.02,3
+01/01/2016,37,48.6,32,35.6,47.8,4.15,246.91,3
+02/01/2016,4,3.2,2.4,3,6,4.55,247.14,3
+03/01/2016,9,10.6,7,7.6,12.6,3.6,247.18,3
+04/01/2016,5.4,7,4.8,3.6,8.4,4.5,247.2,3
+05/01/2016,9.8,8.8,8.2,8.6,9.8,7.55,247.22,3
+06/01/2016,5.2,4.6,4.6,3.8,4,5.3,247.23,3
+07/01/2016,3.2,7.2,3.6,1.8,3.6,4.45,247.27,0.6
+08/01/2016,4.2,10,4.2,3.4,6.2,8.75,247.33,0.6
+09/01/2016,5.8,9,12.6,13.2,8.6,12.05,247.41,0.6
+10/01/2016,4.6,9,1.8,6,1.4,11.9,247.58,0.6
+11/01/2016,0,0,0,0,0,11.25,247.75,0.6
+12/01/2016,0,0,0,0,0,9.5,247.85,0.6
+13/01/2016,29.6,30.4,24.8,40,40.4,8.05,247.92,0.6
+14/01/2016,1.8,1.4,1.8,1.8,2.4,3.1,248,0.6
+15/01/2016,0,0.8,0.2,0.2,0.2,5,248.46,0.6
+16/01/2016,0,0,0,0,0,3.55,248.6,0.6
+17/01/2016,0,0,0,0,0,3.15,248.69,0.6
+18/01/2016,0,0,0,0,0,1.35,248.75,0.6
+19/01/2016,0,0,0,0,0,0.65,248.79,0.6
+20/01/2016,0,0,0,0,0,0.65,248.83,0.6
+21/01/2016,0.2,0,0,0,0,3.8,248.86,0.6
+22/01/2016,0,0,0,0,0,4.55,248.87,0.6
+23/01/2016,0,0,0,0,0,2.3,248.89,0.6
+24/01/2016,0.2,0,0,0,0,4.8,248.9,0.6
+25/01/2016,0,0,0.2,0,0.2,4.5,248.91,0.6
+26/01/2016,1.2,0.2,1,0.2,2.8,8.55,248.91,0.6
+27/01/2016,2.4,1,2,1.2,3.8,9.6,248.92,0.6
+28/01/2016,0,0,0,0,0,9.3,248.94,0.6
+29/01/2016,2,13.4,4,2.6,4.2,9.8,248.95,0.6
+30/01/2016,5.4,6.6,4.4,4.2,7.6,9.3,248.96,0.6
+31/01/2016,0.2,0,0,0,0.2,9.65,248.98,0.6
+01/02/2016,1,3.6,1.6,1.2,2,12.05,249,0.6
+02/02/2016,10.4,23,11.6,11,12.4,9.2,249.02,0.6
+03/02/2016,0.6,0.4,0.8,0,0,6.65,249.05,0.6
+04/02/2016,0,0,0,0,0,6.6,249.3,0.6
+05/02/2016,0.2,0,0,0,0,6.2,249.39,0.6
+06/02/2016,7.6,14.8,6.4,6,6.4,6.2,249.45,0.6
+07/02/2016,2.8,11.2,2.6,7.4,3.2,8.55,249.5,0.6
+08/02/2016,29.8,44.2,24.6,36.4,17.4,9.15,249.65,0.6
+09/02/2016,8.8,13.8,7.8,14,6,10.1,249.85,0.6
+10/02/2016,0.2,0,0.2,0,0.4,8.1,250.58,2.7
+11/02/2016,27.8,32.4,24.2,21.2,35.2,6.7,250.89,7.5
+12/02/2016,8.8,10.2,4.6,8,8.8,5.65,251.04,7.5
+13/02/2016,28,22.2,26.4,30.6,31,6.65,251.35,7.5
+14/02/2016,17.6,16.4,13.8,14.2,16.2,9.3,251.53,7.5
+15/02/2016,15.8,23.4,16.2,23.6,20.8,6.15,252.08,11.48
+16/02/2016,11.6,10.2,10.2,9.8,13.2,6.6,252.28,26.41
+17/02/2016,0.2,0,0.2,0,0.2,4.7,252.3,27.63
+18/02/2016,0.6,0.8,1.2,0.8,2.2,8.15,252.21,18.81
+19/02/2016,0,0,0,0.2,0.6,7.55,252.1,10.88
+20/02/2016,0,0,0,0,0,7.25,252.05,8.25
+21/02/2016,0,0,0,0,0,7.85,252.02,7.6
+22/02/2016,10.6,10.2,10,9.2,11,11.15,251.97,7.5
+23/02/2016,0.6,0.2,1.2,0.8,0.6,9.65,251.92,7.5
+24/02/2016,10.8,21.4,7.2,4,11,10.7,251.88,7.5
+25/02/2016,1.2,1.6,1.2,0.4,1,8.5,251.85,7.5
+26/02/2016,23.4,33.8,22,27,28.2,6,251.85,7.5
+27/02/2016,15.6,25.6,12,21.6,26.6,7.9,251.83,7.5
+28/02/2016,15.2,24.4,15.6,12.4,13.2,9.2,252.12,14.2
+29/02/2016,0.2,0,0.2,0.2,0.2,7.6,252.25,28.63
+01/03/2016,6.8,12.6,3,3.6,4,7.75,252.25,25.35
+02/03/2016,8.4,9.4,13.8,8.8,6.8,7.65,252.14,12.94
+03/03/2016,0,0,0,0,0,5.4,252.11,12.15
+04/03/2016,27.6,17.8,21.6,29.4,24,6.3,252.1,10.69
+05/03/2016,7.4,7.4,5.6,10.6,11.4,8.85,252.03,12.16
+06/03/2016,0.4,8.6,0.4,0.6,1.4,6.5,252.22,21.93
+07/03/2016,8.2,12.4,6.8,7.2,9.2,5.25,252.17,15.99
+08/03/2016,0.4,0.8,1,0,0.8,3.2,252.1,11.78
+09/03/2016,0,0.2,0,0,0,4.15,252.09,10.51
+10/03/2016,0,0.4,1.2,0,0,7,252.06,8.69
+11/03/2016,0,0,0,0,0,6.9,252.03,7.69
+12/03/2016,0,0,0,0,0,9.75,251.99,7.5
+13/03/2016,0,0,0,0,0,7.6,251.94,7.5
+14/03/2016,0,0,0,0,0,8.25,251.87,7.5
+15/03/2016,0,0,0,0,0,9.2,251.81,7.5
+16/03/2016,0,0,0,0,0,7.35,251.72,7.5
+17/03/2016,0,0,0,0,0,8.25,251.65,7.5
+18/03/2016,0,0,0,0,0,11.8,251.56,7.5
+19/03/2016,1,0.2,0.8,0.8,2.4,9.7,251.47,7.5
+20/03/2016,2.8,1.6,1.2,0.4,3,9,251.38,7.5
+21/03/2016,0,0,0,0,0,10.3,251.29,7.5
+22/03/2016,0,0.2,0,0,0,11.7,251.18,7.5
+23/03/2016,0,0,0,0,0,7.8,251.08,5.4
+24/03/2016,0,0,0,0,0,9.85,251,5.4
+25/03/2016,0.2,0,0,0,0,8.3,250.98,2.7
+26/03/2016,0.8,0,0.6,0.6,1,10.85,250.95,2.7
+27/03/2016,2.2,7.2,3.2,1.8,3.8,9.85,250.93,2.7
+28/03/2016,0,0,0,0,0,10.75,250.89,2.7
+29/03/2016,0,0,0,0,0,12.7,250.86,1
+30/03/2016,0,0,0,0,0,13.75,250.86,1
+31/03/2016,0,0,0,0,0,14.75,250.86,1
+01/04/2016,0,0,0,0,0,14.6,250.87,0.6
+02/04/2016,0,0,0,0,0,16.3,250.89,0.6
+03/04/2016,0,0,0,0,0,15.95,250.9,0.6
+04/04/2016,0,0,0,0,0,16.3,250.92,0.6
+05/04/2016,0,0,0,0,0,16.3,250.93,0.6
+06/04/2016,0.4,0,0,0,0,18.05,250.94,0.6
+07/04/2016,2.2,2.6,3.4,1,5.8,17.7,250.94,0.6
+08/04/2016,1,0,1.2,1,1,12.8,250.95,0.6
+09/04/2016,0,0,0.2,0,0,10.9,250.95,0.6
+10/04/2016,0,0,0,0,0,12.7,250.95,0.6
+11/04/2016,0,0,0,0,0,12.6,250.95,0.6
+12/04/2016,0,0,0,0,0,14.1,250.95,0.6
+13/04/2016,0.2,0.6,0,0,2.2,14.05,250.95,0.6
+14/04/2016,0,0,0,0,0,13.7,250.95,0.6
+15/04/2016,0,0,0,0,0,13.2,250.95,0.6
+16/04/2016,0,0,0,0,0,15.6,250.95,0.6
+17/04/2016,0,0,0,0,0,15.8,250.95,0.6
+18/04/2016,0,0,0,0,0,15.15,250.95,0.6
+19/04/2016,0.2,0,0,0,0,13.15,250.95,0.6
+20/04/2016,0,0,0,0,0,15.55,250.95,0.6
+21/04/2016,0,0.2,0,0,0.4,17.45,250.95,0.6
+22/04/2016,2,0.8,1.2,1.4,5.4,13.45,250.95,0.6
+23/04/2016,10.2,14.4,11.6,9.2,10.6,11.7,250.95,0.6
+24/04/2016,1,3.4,4,1,1.8,9.3,250.95,0.6
+25/04/2016,0.2,1.2,0,0,0,9.05,250.95,0.6
+26/04/2016,0,2,0.2,0.4,0,7.6,250.95,0.6
+27/04/2016,0,0,0,0,0,11.1,250.94,0.6
+28/04/2016,0,0,0,0,0,11.8,250.93,0.6
+29/04/2016,17.6,20.2,15.6,13.2,19,13.3,250.93,0.6
+30/04/2016,2,1,2.8,1,1.4,13.6,250.93,0.6
+01/05/2016,0.4,6.6,7.6,0,0,11.65,250.94,0.6
+02/05/2016,5,5.4,6.6,4.6,5,11.1,250.95,0.6
+03/05/2016,0.4,0.6,1,0.2,0.8,15.5,250.95,0.6
+04/05/2016,0.2,0,0.4,0,0,15,250.96,0.6
+05/05/2016,0,0,0,0,0,14.25,250.97,0.6
+06/05/2016,0.4,10.6,0,0,0,16.85,250.97,0.6
+07/05/2016,1.4,2.2,1,0,1,15.8,250.96,0.6
+08/05/2016,0.2,0.2,0,0,0,14.9,250.96,0.6
+09/05/2016,0.2,0,0.2,0.2,0.2,16.65,250.97,0.6
+10/05/2016,17,28.6,25.6,12.6,17,17.25,250.97,0.6
+11/05/2016,11.4,15.6,6.4,7.4,4.6,15.05,250.97,0.6
+12/05/2016,8.6,43.6,13.6,8.6,7.8,13.95,251.01,0.6
+13/05/2016,6.8,3.8,7.2,1.2,4.8,13.6,251.11,0.6
+14/05/2016,3.4,12.4,1.6,2.4,5.8,15.15,251.3,0.6
+15/05/2016,2.6,2.6,1.8,4.2,12.6,15.3,251.4,0.6
+16/05/2016,0,0,0,0,0,13,251.46,0.6
+17/05/2016,0,0,0,0,0,14.05,251.5,0.6
+18/05/2016,17.6,17.2,12,19.8,19.6,14,251.52,0.6
+19/05/2016,0,0,0.4,0.2,0,12.05,251.54,0.6
+20/05/2016,0,0,0,0,0,14.95,251.57,0.6
+21/05/2016,0,0,0,0,0,17.2,251.6,0.6
+22/05/2016,10,17.6,5.4,14.2,7.8,17.9,251.61,0.6
+23/05/2016,0.4,0.2,0.2,0,0.2,12.65,251.62,1.5
+24/05/2016,0,0,0,0,0,13.6,251.6,1.5
+25/05/2016,0,0,0,0,0,15.2,251.6,1.5
+26/05/2016,0,0,0,0,0,16.8,251.6,1.5
+27/05/2016,0,0,0,0,0,19.95,251.6,1.5
+28/05/2016,8.6,11.2,9.4,13.2,9.8,20.95,251.6,1.5
+29/05/2016,0.2,2.8,0.8,0.4,0.8,16.55,251.6,1.5
+30/05/2016,0.2,0,0.4,3,1.4,16.5,251.6,1.5
+31/05/2016,0,0.2,0,0.2,0.6,16.25,251.58,1.5
+01/06/2016,0.8,3.8,1.8,1.2,8.4,15.7,251.56,1.5
+02/06/2016,0.2,0.4,0,0,0.6,14.8,251.54,1.5
+03/06/2016,0,0,0,0,0,15.75,251.52,1.5
+04/06/2016,1.2,1.6,2,1.6,3,17,251.5,1.5
+05/06/2016,2.8,6.4,1.8,0,42.4,17.6,251.48,1.5
+06/06/2016,0,0,0,0,0.2,17.35,251.46,1
+07/06/2016,6.6,3,5.6,6.4,12.4,19.65,251.45,1
+08/06/2016,2.8,4.4,11.8,1,4.2,19.25,251.44,1
+09/06/2016,1.4,0.6,1,0,1.6,16.2,251.44,1
+10/06/2016,2.8,0,2,18,5.4,18.65,251.45,1
+11/06/2016,5.8,1,1.6,0.4,5.6,18.5,251.45,1
+12/06/2016,0,7,0.8,0.2,0.2,19,251.46,1
+13/06/2016,1.8,1,0.6,1,1.8,18.3,251.46,1
+14/06/2016,0,0.2,0,0,0,17.3,251.46,1
+15/06/2016,0.2,0.4,0,0.6,1,18,251.45,1
+16/06/2016,7,9.2,4.8,10.4,9,20.55,251.44,1
+17/06/2016,0,0,0,0,0,16.9,251.43,1
+18/06/2016,0,0.8,0.4,0,0,17.15,251.42,1
+19/06/2016,0,0.4,0,0,0.2,16.55,251.4,1
+20/06/2016,0,0,0,0,0,18.9,251.38,1
+21/06/2016,0,0,0,0,0,20.05,251.37,1
+22/06/2016,0,0,0,0,0,22.25,251.36,1
+23/06/2016,0,0,0,0,0,26.35,251.34,1
+24/06/2016,0,0,0,0,0,27.65,251.32,1
+25/06/2016,0,0,0,0,0,24.55,251.29,1
+26/06/2016,0,0,0,0,0,22.65,251.27,1
+27/06/2016,0,0,0,0,0,20.75,251.23,1
+28/06/2016,0,0,0,0,0,22.5,251.2,1
+29/06/2016,0,0,0,0,0,22.55,251.18,1
+30/06/2016,0,0,0,0,0,22.9,251.16,1
+01/07/2016,0,0,0,0,0,22.8,251.13,1
+02/07/2016,0,0,0,0,0,23,251.11,1
+03/07/2016,0,0,0,0,0,22.5,251.08,1
+04/07/2016,0,0,0,0,0,23.8,251.08,1
+05/07/2016,0,0,0.2,0,0.4,25.5,251.07,1
+06/07/2016,0,0,0,0,0,24.5,251.07,1
+07/07/2016,0,0,0,0,0,25.05,251.06,1
+08/07/2016,0,0,0,0,0,23.85,251.05,1
+09/07/2016,2.6,0,0,0,0,23.95,251.04,1
+10/07/2016,0,0,0,0,0,25.75,251.03,1
+11/07/2016,0,0,0,0,0,25.7,251.02,1
+12/07/2016,0,0,0,0,0,25.45,251,2
+13/07/2016,0,0,0,0,0,22.4,250.96,2
+14/07/2016,4.8,2.4,7.2,0,0.8,19.8,250.92,2
+15/07/2016,0,0,0,0,0,16.95,250.87,2
+16/07/2016,0,0,0,0,0,20.85,250.83,2
+17/07/2016,0,0,0,0,0,20,250.79,2
+18/07/2016,0,0,0,0,0,21.8,250.76,2
+19/07/2016,0,0,0,0,0,23.55,250.72,2
+20/07/2016,0,0,0,0,0,24.85,250.68,2
+21/07/2016,0,0,0,0,0,22.8,250.64,2
+22/07/2016,0.8,1.6,0.4,0,0.8,23.85,250.6,2
+23/07/2016,0.8,0.4,1,0,0,23.2,250.56,2
+24/07/2016,7,0,14.4,15,12.8,24.75,250.52,2
+25/07/2016,0.2,0,0.2,0,0.2,24.5,250.47,2
+26/07/2016,0.8,45.8,5.6,10.8,2.8,23.8,250.44,2
+27/07/2016,0,0,0,0,0,24.8,250.41,2
+28/07/2016,0,0,0,0,0,23.4,250.37,2
+29/07/2016,0,0,0,0,0,24.05,250.33,2
+30/07/2016,0,0,0,0,0,23.45,250.29,2
+31/07/2016,0,0,0,0,0,23.4,250.25,2
+01/08/2016,0,0,0,0,0,23.6,250.22,2
+02/08/2016,0,0,0,0,0,24.55,250.17,2
+03/08/2016,0,0,0,0,0,25.35,250.13,2
+04/08/2016,6.6,1.2,0.8,0.4,3,25.45,250.09,2
+05/08/2016,2.8,4.2,7,1.6,3.2,22.1,250.04,2
+06/08/2016,0,0,0,0,0,19.55,250,2
+07/08/2016,0,0,0,0,0,23.2,249.95,2
+08/08/2016,0,0,0,0,0,24.05,249.91,2
+09/08/2016,0,0,0,0,0,23.75,249.87,2
+10/08/2016,0,0,0,0,0,21.9,249.83,2
+11/08/2016,0,0,0,0,0,18.9,249.78,2
+12/08/2016,0,0,0,0,0,19.85,249.73,2
+13/08/2016,0,0,0,0,0,22.15,249.68,2
+14/08/2016,0,0,0,0,0,24.3,249.63,2
+15/08/2016,0,0,0,0,0,24.3,249.58,2
+16/08/2016,0,0,0,0,0,22.05,249.52,2
+17/08/2016,0,0,0,0,0,21.65,249.47,2
+18/08/2016,0,1,0,0,0,23.5,249.42,2
+19/08/2016,0,0,0,0,0,23.4,249.37,2
+20/08/2016,0,0,0,0,0,23.75,249.33,2
+21/08/2016,0,0,0,0,0,24.1,249.29,2
+22/08/2016,0,0,0,0,0,22.05,249.24,2
+23/08/2016,0,0,0,0,0,23.05,249.18,3
+24/08/2016,0,0,0,0,0,24.2,249.11,3
+25/08/2016,0,0,0,0,0,24.1,249.06,3
+26/08/2016,0,0,0,0,0,25,248.99,3
+27/08/2016,0,0,0,0,0,24.65,248.92,3
+28/08/2016,0,0,0,0,0,23.6,248.86,3
+29/08/2016,1,1,0.2,1,3.4,22.8,248.8,3
+30/08/2016,0.2,0,0,0,0,23.35,248.74,3
+31/08/2016,0,0,0,0,0,23.5,248.66,3
+01/09/2016,0,0,0,0,0,23.05,248.6,3
+02/09/2016,0,0,0,0,0,24.85,248.54,3
+03/09/2016,0,0,0,0,0,24.3,248.49,3
+04/09/2016,0,0,0,0,0,23.05,248.43,3
+05/09/2016,1.2,5.6,4,0.8,3.6,24.4,248.37,3
+06/09/2016,0,0.2,0,0,0,21.35,248.31,3
+07/09/2016,0,0,0,0,0,19.65,248.24,3
+08/09/2016,0,0,0,0,0,22.1,248.19,3
+09/09/2016,0,0,0,0,0,23.3,248.14,3
+10/09/2016,0,0,0,0,0,24.05,248.09,3
+11/09/2016,0,0,0,0,0,23.5,248.03,3
+12/09/2016,0.4,0.8,0,0,0,24.1,247.96,3
+13/09/2016,0,0,0,0,0,24.4,247.89,3
+14/09/2016,1.2,0.8,1,0,2.2,22.3,247.82,3
+15/09/2016,80.6,102.8,83.8,91.8,66.6,19.75,247.77,3
+16/09/2016,1.2,0.8,0.2,0.2,1.4,16.7,247.73,3
+17/09/2016,9.8,6.4,15.4,1.4,9.8,17.45,247.84,3
+18/09/2016,0,0.2,0,0,0.2,15.8,247.78,3
+19/09/2016,0.2,0,0.2,0,0,17.6,247.73,3
+20/09/2016,0,0,0,0,0,17.6,247.68,3
+21/09/2016,0,0,0,0,0,17.6,247.62,3
+22/09/2016,0,0,0,0,0,18.45,247.53,3
+23/09/2016,0,0,0,0,0,16.65,247.47,3
+24/09/2016,0,0,0,0,0,19.1,247.41,3
+25/09/2016,0,0,0,0,0,18.1,247.35,3
+26/09/2016,0,0,0,0,0,17.45,247.28,3
+27/09/2016,0,0,0,0,0,19.2,247.21,3
+28/09/2016,0.2,0,0,0,0,18.85,247.14,3
+29/09/2016,0,0,0,0,0,17.45,247.07,3
+30/09/2016,2,3.6,1.8,3.4,3.4,17.55,247.01,3
+01/10/2016,9.4,5.2,9.4,6.4,8.8,17.2,246.94,3
+02/10/2016,0.4,6.6,1.2,0,0,18.15,246.87,3
+03/10/2016,0.2,0,0,0,0,18.5,246.81,2
+04/10/2016,0.2,0,0,0,0,15.7,246.79,2
+05/10/2016,0.2,0.8,0.4,0,0.8,14.15,246.76,2
+06/10/2016,0,0,0,0,0,12.2,246.72,2
+07/10/2016,15.6,7.6,10,7.6,14.6,13,246.68,2
+08/10/2016,2,4.4,3.8,2.2,0.8,9.5,246.64,2
+09/10/2016,1.8,0,0.2,0,0.2,13.15,246.61,2
+10/10/2016,0,0,0,0,0,10.2,246.57,2
+11/10/2016,0,0,0,0,0,9.5,246.52,2
+12/10/2016,6,3.2,9,4.8,7.2,11,246.47,2
+13/10/2016,48.6,76.6,50.6,45.6,49.4,8.9,246.41,2
+14/10/2016,0,0.2,0.2,0,0.2,14.65,246.37,2
+15/10/2016,0.2,0,0.2,0,0,16.25,246.55,2
+16/10/2016,0,0,0.2,0,0.2,16.05,246.52,2
+17/10/2016,0.6,0.2,0.2,0,0.8,13.9,246.5,2
+18/10/2016,3.4,8.2,5.8,0.2,5.2,15.25,246.46,2
+19/10/2016,1.2,0.6,0.4,0,0.4,13.85,246.42,2
+20/10/2016,0.2,0.6,0,0,0.2,13.35,246.4,2
+21/10/2016,0.2,0.2,0.2,0,0.2,11.75,246.36,2
+22/10/2016,0.8,2.4,0.2,0.4,0,10.7,246.33,2
+23/10/2016,4,10.8,6.8,5.8,4.2,11.75,246.29,2
+24/10/2016,0.2,0,0.2,0,0.2,16.05,246.25,2
+25/10/2016,15.6,10.2,6,4.4,12.2,16.8,246.22,2
+26/10/2016,0,0.2,0,0.2,0.4,17.2,246.18,2
+27/10/2016,0,0,0,0,0,14.3,246.12,0.6
+28/10/2016,0.2,0,0,0,0,13,246.12,0.6
+29/10/2016,0,0,0,0,0,16.25,246.12,0.6
+30/10/2016,0.2,0,0,0,0,15.5,246.11,0.6
+31/10/2016,0,0,0,0,0,14.1,246.1,0.6
+01/11/2016,8.2,16.4,8,12.8,11.6,11.9,246.07,0.6
+02/11/2016,0,0.2,0.2,0,0.2,13.15,246.05,0.6
+03/11/2016,0,0,0,0,0,13.05,246.04,0.6
+04/11/2016,42.6,59.6,34,59.6,43.4,11.9,246.03,0.6
+05/11/2016,41.4,23.6,19.6,47.6,27.4,12.75,246.05,0.6
+06/11/2016,0.4,0,0.6,0,3.2,13.1,246.55,0.6
+07/11/2016,0.4,0,0.2,0,0.6,9.35,246.77,0.6
+08/11/2016,8.6,5.6,7.6,6.4,10,6.7,246.82,0.6
+09/11/2016,0,0.2,0,0.2,0,7.7,246.84,0.6
+10/11/2016,15,16,10.6,6.8,15.6,7.15,246.86,0.6
+11/11/2016,1.4,5.2,2.2,0.6,0.4,6.25,246.87,0.6
+12/11/2016,0.2,0,0.2,0,0,6.75,246.91,0.6
+13/11/2016,0,0,0,0,0,4,246.94,0.6
+14/11/2016,0,0,0,0,0,6.2,246.96,0.6
+15/11/2016,0.2,0,0,0,0,5.85,246.98,0.6
+16/11/2016,0.8,6.2,0.8,0.4,1.8,5.55,246.98,0.6
+17/11/2016,30.2,30.6,35,41.8,38.6,6.9,246.99,0.6
+18/11/2016,31.4,44.8,30.2,43.4,34.6,10.9,247,0.6
+19/11/2016,1.8,0,3,1,0.8,12.55,247.5,0.6
+20/11/2016,2.4,1.2,2.2,1,0.2,13.15,248.27,0.6
+21/11/2016,0,0,0,0,0,13.2,248.39,0.6
+22/11/2016,0,0,0,0,0,13.65,248.45,0.6
+23/11/2016,1.8,2.4,1.4,1.2,2.4,13.3,248.47,0.6
+24/11/2016,4.2,8.6,5.4,9,7.6,11.1,248.5,0.6
+25/11/2016,0,0,0,0,0,12.25,248.53,0.6
+26/11/2016,0,0,0.2,0,0,10.8,248.56,0.6
+27/11/2016,0.4,0.2,0.2,0.2,0.4,7,248.58,0.6
+28/11/2016,0,0,0,0,0,7.5,248.6,0.6
+29/11/2016,0,0,0,0,0,2.95,248.61,0.6
+30/11/2016,0,0,0,0,0,5.85,248.62,0.6
+01/12/2016,0,0,0,0,0,3,248.62,0.6
+02/12/2016,0,0,0,0,0,8.75,248.62,0.6
+03/12/2016,0,0,0,0,0,6.55,248.63,0.6
+04/12/2016,0,0,0,0,0,8.65,248.63,0.6
+05/12/2016,0.2,0,0,0,0.2,8.1,248.63,0.6
+06/12/2016,0.2,0,0,0,0,8.4,248.63,0.6
+07/12/2016,0,0,0,0,0,10.05,248.63,0.6
+08/12/2016,0.2,0,0,0,0,9,248.62,0.6
+09/12/2016,0,0,0,0,0,4.5,248.62,0.6
+10/12/2016,0,0,0,0,0,7.45,248.62,0.6
+11/12/2016,0,0,0,0,0.2,9.25,248.61,0.6
+12/12/2016,0.2,0,0,0,0,9.6,248.61,0.6
+13/12/2016,0,0,0,0,0,6.5,248.6,0.6
+14/12/2016,0.2,0,0,0,0,3.9,248.6,0.6
+15/12/2016,0.2,0,0,0,0,7.25,248.59,0.6
+16/12/2016,0,0,0,0,0,5.45,248.58,0.6
+17/12/2016,0,0,0,0,0,4.75,248.57,0.6
+18/12/2016,0.4,0.2,0.2,0,1.2,2.7,248.56,0.6
+19/12/2016,2.2,2.8,2.6,2.2,4.6,2.6,248.55,0.6
+20/12/2016,0,0,0,0,0,7.75,248.54,0.6
+21/12/2016,0,0,0,0,0,9.8,248.54,0.6
+22/12/2016,0.2,0,0,0,0,10.35,248.54,0.6
+23/12/2016,0.2,0,0,0,0,9.45,248.54,0.6
+24/12/2016,0,0,0,0,0,6.5,248.53,0.6
+25/12/2016,0.2,0,0.2,0,0,7.55,248.53,0.6
+26/12/2016,0.2,0,0,0,0.2,4.15,248.52,0.6
+27/12/2016,0.2,0,0,0,0,9.35,248.52,0.6
+28/12/2016,0,0,0,0,0,6.3,248.51,0.6
+29/12/2016,0,0,0,0,0,5.55,248.5,0.6
+30/12/2016,0,0,0,0,0,5.05,248.49,0.6
+31/12/2016,0,0,0,0,0,7.65,248.48,0.6
+01/01/2017,14.6,6.4,7.4,10.2,16.2,3.5,248.47,0.6
+02/01/2017,15,8.2,13.6,12.6,14.2,6,248.46,0.6
+03/01/2017,0,0,0,0,0,5,248.48,0.6
+04/01/2017,0,0.2,0,0,0,2.8,248.49,0.6
+05/01/2017,0,0,0,0,0,3.25,248.49,0.6
+06/01/2017,0,0,0,0,0,-1,248.49,0.6
+07/01/2017,0,0,0,0,0,-1.6,248.48,0.6
+08/01/2017,0,0,0,0,0,-1.75,248.48,0.6
+09/01/2017,0,0,0,0,0,1.4,248.48,0.6
+10/01/2017,0,0,0,0,0,-0.65,248.47,0.6
+11/01/2017,0.6,1,0.4,0.4,1.8,0.2,248.47,0.6
+12/01/2017,17.2,31.8,16.6,21.4,15.8,2.15,248.47,0.6
+13/01/2017,0.2,1.2,0.4,0,0.6,3.55,248.47,0.6
+14/01/2017,0.2,0,0.2,0,0,-1.2,248.67,0.6
+15/01/2017,0,0,0,0,0,0.5,248.69,0.6
+16/01/2017,0,0,0,0,0,-0.4,248.71,0.6
+17/01/2017,0,0,1.4,0,0,-0.6,248.72,0.6
+18/01/2017,0,0,0,0,0,1.1,248.72,0.6
+19/01/2017,0,0,0,0,0,1.2,248.73,0.6
+20/01/2017,0,0,0,0,0,2.6,248.73,0.6
+21/01/2017,0,0,0,0,0,2.9,248.74,0.6
+22/01/2017,0,0,0,0,0,5.1,248.74,0.6
+23/01/2017,0,0,0,0,0,5.7,248.75,0.6
+24/01/2017,0,0,0,0,0,7.4,248.75,0.6
+25/01/2017,0,0,0,0,0,5.35,248.76,0.6
+26/01/2017,0.2,0,0,0,0,5,248.76,0.6
+27/01/2017,0,0,0,0,0,4.2,248.76,0.6
+28/01/2017,0,0,0,0,0,5.85,248.76,0.6
+29/01/2017,3,2.4,1.6,1.2,4.4,6.95,248.76,0.6
+30/01/2017,2.8,12,3.2,1.4,5.2,3.3,248.76,0.6
+31/01/2017,0.2,6.6,0.6,1,2.2,6.65,248.76,0.6
+01/02/2017,7.2,23.6,8.6,3,9.4,8.7,248.76,0.6
+02/02/2017,3.4,15.8,3.4,4.8,4.8,9.2,248.77,0.6
+03/02/2017,18.8,34.4,18.6,24,18.2,10.6,248.91,0.6
+04/02/2017,50.8,57.8,51.8,36,49,8.35,249.2,0.6
+05/02/2017,7,9.2,11.6,0.4,6,8.95,249.66,0.6
+06/02/2017,0,0.2,0.2,0,0,6.05,250.92,5
+07/02/2017,0,0,0,0,0,8.2,251.21,5
+08/02/2017,0,0,0,0,0,6.6,251.29,5
+09/02/2017,0,0,0,0,0,3.6,251.28,5
+10/02/2017,0.2,0,0,0,0,5.35,251.27,5
+11/02/2017,0,0,0,0,0,7,251.25,5
+12/02/2017,0,0,0,0,0,9.65,251.2,5
+13/02/2017,0,0,0,0,0,8.95,251.14,5
+14/02/2017,0,0,0,0,0,8.7,251.08,5
+15/02/2017,0.2,0,0,0,0,9.85,251.01,5
+16/02/2017,0.4,0,0,0.2,3.2,7.05,250.95,5
+17/02/2017,0.2,1.4,0,0.4,0.8,9.25,250.88,5
+18/02/2017,0,0,0,0,0,9.55,250.8,5
+19/02/2017,0,0,0,0,0,7.25,250.74,5
+20/02/2017,0,0,0,0,0,6.1,250.65,5
+21/02/2017,0,0,0,0,0,6.25,250.59,5
+22/02/2017,0,0,0,0,0,9.4,250.51,5
+23/02/2017,32.2,25.2,25.4,23.4,31.6,9.35,250.43,1
+24/02/2017,2.4,4.2,10.6,1.6,2.8,8.95,250.43,1
+25/02/2017,0,0,0,0,0,6.85,250.62,1
+26/02/2017,0.2,0.2,0,0,0,10,250.72,1
+27/02/2017,20.2,19.2,7.6,11.8,7,6.6,250.75,1
+28/02/2017,2.2,4.6,4,3,1.4,9.45,250.79,1
+01/03/2017,2.4,3.2,3,2.2,2.6,9.15,250.86,1
+02/03/2017,0,0,0,0,0,9.3,250.93,5
+03/03/2017,16.4,16,11.4,14.6,14.8,11.25,250.93,7
+04/03/2017,20.2,10.4,6,21.8,21.2,8.45,250.89,7
+05/03/2017,25.8,39.4,35,33.6,40,6.7,250.94,7
+06/03/2017,0.2,2.4,0.2,0,0,8.3,251.07,7
+07/03/2017,0,0,0,0,0,10.25,251.71,7
+08/03/2017,0,0,0,0,0,10.35,251.79,7
+09/03/2017,0,0,0,0,0,10.85,251.78,7
+10/03/2017,0.8,0,0,0,0,12.2,251.77,7
+11/03/2017,0,0,0,0,0,10.55,251.7,7
+12/03/2017,0,0,0,0,0,9.55,251.62,7
+13/03/2017,0,0,0,0,0,10.25,251.54,7
+14/03/2017,0,0,0,0,0,12.8,251.45,7
+15/03/2017,0,0,0,0,0,11.8,251.36,7
+16/03/2017,0,0,0,0,0,12.7,251.26,7
+17/03/2017,0,0,0,0,0,10.7,251.16,7
+18/03/2017,0,0,0,0,0,12,251.07,7
+19/03/2017,0,0,0,0,0,13.45,250.96,7
+20/03/2017,0,0,0,0,0,13.7,250.86,7
+21/03/2017,0.4,0.6,1.2,0.6,0.6,13.2,250.75,0.6
+22/03/2017,0.4,2.8,0.2,0,0.2,12.6,250.74,0.6
+23/03/2017,0,0,0,0,0,13.15,250.74,0.6
+24/03/2017,0.6,0.4,1.4,0,0.2,14.85,250.75,0.6
+25/03/2017,0,2.4,2.2,0.2,2.2,15.15,250.76,0.6
+26/03/2017,0,0,0,0,0,10.4,250.77,0.6
+27/03/2017,0,0,0,0,0,9.05,250.77,0.6
+28/03/2017,0,0,0,0,0,12.7,250.78,0.6
+29/03/2017,0,0,0,0,0,13.8,250.78,0.6
+30/03/2017,0,0,0,0,0,16.7,250.78,0.6
+31/03/2017,0,0,0,0,0,16.45,250.78,0.6
+01/04/2017,0,0,0,0,0,13.65,250.77,0.6
+02/04/2017,0,0,0,0,0,13.6,250.77,0.6
+03/04/2017,0,3.8,0.2,0.4,0.4,16.25,250.76,0.6
+04/04/2017,0,0.2,0,0,0,16.25,250.76,0.6
+05/04/2017,0,0,1.2,0,1.8,13.45,250.76,0.6
+06/04/2017,0,0,0,0,0,11.3,250.76,0.6
+07/04/2017,0,0,0,0,0,12.75,250.76,0.6
+08/04/2017,0,0,6.8,0,0,14.5,250.75,0.6
+09/04/2017,0,0,0,0,0,15.75,250.75,0.6
+10/04/2017,0,1.4,0.4,0,0.2,15.55,250.74,0.6
+11/04/2017,0,0,0,0,0,14.3,250.72,0.6
+12/04/2017,0,0,0,0,0,16.9,250.72,0.6
+13/04/2017,0,0,0,0,0,15.05,250.72,0.6
+14/04/2017,0,13.6,8.2,2.2,1.6,14.05,250.72,0.6
+15/04/2017,0,0.8,2.2,1.8,3.2,13.55,250.72,0.6
+16/04/2017,0,0,0,0,0,15.65,250.72,0.6
+17/04/2017,0,9.4,16.2,1,3.8,13.8,250.71,0.6
+18/04/2017,0.4,0.2,0,0,0,9.15,250.71,0.6
+19/04/2017,0,0,0,0,0,7.85,250.7,0.6
+20/04/2017,0,0,0,0,0,7.95,250.7,0.6
+21/04/2017,0,0,0,0,0,8,250.7,0.6
+22/04/2017,0,0,0,0,0,9.15,250.7,0.6
+23/04/2017,0,0,0,0,0.4,12.4,250.69,0.6
+24/04/2017,0,0,0,0,0,11.95,250.69,0.6
+25/04/2017,0.8,8.6,1.6,0.8,1.6,13.6,250.67,0.6
+26/04/2017,23.4,16.2,21.4,18.4,19.8,12.4,250.66,0.6
+27/04/2017,5.4,3.6,3.6,7.4,10,12.6,250.66,0.6
+28/04/2017,0,0,0,0,0,9.5,250.71,0.6
+29/04/2017,0,0,0,0,0,9.7,250.74,0.6
+30/04/2017,5.8,4.8,2.8,6.4,7,12.75,250.76,0.6
+01/05/2017,0,0.2,0,0,0,10.95,250.76,0.6
+02/05/2017,3.4,1.4,1.4,2.2,2,11.9,250.76,0.6
+03/05/2017,3.4,3.2,5.4,4.8,5.8,13.05,250.75,0.6
+04/05/2017,0,0,0,0,0,12.65,250.75,0.6
+05/05/2017,23.8,25.2,16,11.4,14.6,15.05,250.76,0.6
+06/05/2017,1.8,1.6,0.4,1,2,12.3,250.77,0.6
+07/05/2017,5.8,4.2,10.4,5.8,5.2,12,250.78,0.6
+08/05/2017,3.4,3.6,2.8,1.6,5,12.95,250.78,0.6
+09/05/2017,0,0,0,0,2.8,12.95,250.81,0.6
+10/05/2017,0,0,0,0,0,13.95,250.81,0.6
+11/05/2017,0,0,0,0,0,16.05,250.8,0.6
+12/05/2017,0,0,0,0,0,17,250.8,0.6
+13/05/2017,0,0,0,0,0,17.05,250.78,0.6
+14/05/2017,0.2,4,0,1,0.8,15.85,250.71,0.6
+15/05/2017,0,0,0,0,0,16.7,250.68,0.6
+16/05/2017,0,0,0,0,0,19.05,250.67,0.6
+17/05/2017,0,0,0,0,0,19.35,250.67,0.6
+18/05/2017,0,0,0,0,0,20.5,250.66,0.6
+19/05/2017,0,0.4,0,0,0.8,18.15,250.65,0.6
+20/05/2017,0,0,0,0,0,16.4,250.64,0.6
+21/05/2017,0,0,0,0,0,18.15,250.63,0.6
+22/05/2017,0,0,0,0,0,18.75,250.62,0.6
+23/05/2017,0,0,0,0,0,18.9,250.61,0.6
+24/05/2017,0,0,0,0,0,18.65,250.6,0.6
+25/05/2017,0,0,0,0,0,18.9,250.59,0.6
+26/05/2017,0,0,0,0,0,19,250.57,0.6
+27/05/2017,0,0,0,0,0,21.05,250.56,0.6
+28/05/2017,0,0,0,0,0,21.5,250.55,0.6
+29/05/2017,0,0,0,0,0,21.2,250.54,0.6
+30/05/2017,0,0,0,0,0,20.75,250.52,0.6
+31/05/2017,0,0,0,0,0,20.4,250.5,0.6
+01/06/2017,0,0,0,0,0,20.15,250.49,0.6
+02/06/2017,0,0,0,0,0,19.9,250.48,0.6
+03/06/2017,0,0,0,0,0,20.45,250.47,0.6
+04/06/2017,0,0,0,0,0,19.35,250.46,0.6
+05/06/2017,0,0,0,0,0,20.4,250.45,0.6
+06/06/2017,0,0,0,0,0,18.8,250.43,0.6
+07/06/2017,0,0,0,0,0,19,250.4,0.6
+08/06/2017,0,0,0,0,0,20.15,250.39,0.6
+09/06/2017,0,0,0,0,0,22.2,250.38,0.6
+10/06/2017,0,0,0,0,0,21.25,250.37,0.6
+11/06/2017,0,0,0,0,0,23.8,250.36,0.6
+12/06/2017,0,0,0,0,0,23.7,250.34,0.6
+13/06/2017,1,0,0,0.2,5.6,23.55,250.33,0.6
+14/06/2017,1.6,21.4,4,0.4,0,23.2,250.31,0.6
+15/06/2017,0,0,0,0,0,22.95,250.3,0.6
+16/06/2017,0,0,0,0,0,24.25,250.28,0.6
+17/06/2017,0,0,0,0,0,24.3,250.28,0.6
+18/06/2017,0,0,0,0,0,22.8,250.26,0.6
+19/06/2017,0,0,0,0,0,24.5,250.24,0.6
+20/06/2017,0,0,0,0,0,23.55,250.22,0.6
+21/06/2017,0,0,0,0,0,23.05,250.21,0.6
+22/06/2017,0,0,0,0,0,24.2,250.19,0.6
+23/06/2017,0,0,0,0,0,23.55,250.16,1
+24/06/2017,0,0,0,0,0,23.45,250.15,1
+25/06/2017,0,0,0,0,0,23.3,250.13,1
+26/06/2017,0.4,0.4,0,0,0.2,25.05,250.11,1
+27/06/2017,31.4,58.6,27.4,25.8,10.6,25.75,250.08,1
+28/06/2017,1.8,1,1.2,0.8,0.8,20.05,250.07,1
+29/06/2017,0,0,0.6,0.2,1.6,19.85,250.05,1
+30/06/2017,0,0,0,0,0,17.8,250.03,1
+01/07/2017,0,0,0,0,0,18.3,250.02,1
+02/07/2017,0,0,0,0,0,19.7,250,1
+03/07/2017,0,0,0,0,0,21.85,249.97,1
+04/07/2017,0,0,0,0,0,23.1,249.94,1
+05/07/2017,0,0,0,0,0,23.45,249.91,1
+06/07/2017,0,0,0,0,0,24.2,249.89,1
+07/07/2017,0.8,0,0,0,0,24.15,249.88,1
+08/07/2017,0,0,0,0,0,25.5,249.86,1
+09/07/2017,0,0,0,0,0,27.3,249.84,1
+10/07/2017,0,0,0,0,0,24.5,249.82,1
+11/07/2017,0,0,0,0,0,19.9,249.77,1
+12/07/2017,0.8,0,0,0.4,0,26,249.75,1
+13/07/2017,0.8,1,0.4,0,0.2,22.9,249.73,1
+14/07/2017,0,0,0,0,0,24.05,249.7,1.5
+15/07/2017,0,0,0,0,0,21.8,249.67,1.5
+16/07/2017,0,0,0,0,0,22.85,249.64,1.5
+17/07/2017,0,0,0,0,0,26.45,249.59,1.5
+18/07/2017,0,0,0,0,0,23.35,249.56,1.5
+19/07/2017,0,0,0,0,0,23.3,249.53,1.5
+20/07/2017,0,0,0,0,0,25.45,249.49,1.5
+21/07/2017,0,0,0,0,0,24.85,249.46,1.5
+22/07/2017,0,0,0,0,0,24.7,249.43,1.5
+23/07/2017,0,0,0,0,0,23.25,249.4,1.5
+24/07/2017,2.2,0,0,0,3.4,20.9,249.36,1.5
+25/07/2017,0,15,0,6.4,0.6,20.5,249.33,1.5
+26/07/2017,0,0,0,0,0,22.6,249.3,1.5
+27/07/2017,0,0,0,0,0,23.3,249.27,1.5
+28/07/2017,0,0,0,0,0,24.55,249.24,1.5
+29/07/2017,0,0.4,0,0,0,24.9,249.21,1.5
+30/07/2017,0,0,0,0,0,27.7,249.18,1.5
+31/07/2017,0,0,0,0,0,30.4,249.14,1.5
+01/08/2017,0,0,0,0,0,28.85,249.1,1.5
+02/08/2017,0,0,0,0,0,29.35,249.07,1.5
+03/08/2017,0,0,0,0,0,28.7,249.03,1.5
+04/08/2017,0,0,0,0,0,28.95,249,1.5
+05/08/2017,0,0,0,0,0,27.65,248.95,2
+06/08/2017,0,0,0,0,0,26.7,248.89,2
+07/08/2017,0,0,0,0,0,27,248.84,2
+08/08/2017,0,0,0,0,0,27.1,248.8,2
+09/08/2017,15.8,8,9.8,11.8,10.2,23.1,248.77,2
+10/08/2017,0,0,0,0,0,19.4,248.73,2
+11/08/2017,2,0.2,0.2,0,0.8,19.85,248.69,2
+12/08/2017,0,0,0,0,0,21.95,248.65,2
+13/08/2017,0,0,0,0,0,23.8,248.61,2
+14/08/2017,0,0,0,0,0,25.6,248.57,2
+15/08/2017,0,0,0,0,0,24.7,248.52,2
+16/08/2017,0,0,0,0,0,27.2,248.46,2
+17/08/2017,0,0,0,0,0,27.7,248.4,2
+18/08/2017,0,0,0,0,0,24.95,248.37,2
+19/08/2017,0,0,0,0,0,22.9,248.32,2
+20/08/2017,0,0,0,0,0,22.5,248.27,2
+21/08/2017,0,0,0,0,0,22.3,248.22,2
+22/08/2017,0,0,0,0,0,22.65,248.17,2
+23/08/2017,0,0,0,0,0,23.15,248.14,2.5
+24/08/2017,0,0,0,0,0,24.7,248.09,2.5
+25/08/2017,0,0,0,0,0,25.35,248.03,2.5
+26/08/2017,0,0,0,0,0,26.5,247.97,2.5
+27/08/2017,0.4,9.2,1.4,0.6,3.8,25.7,247.91,2.5
+28/08/2017,0.2,0,0,0,0,25.85,247.85,2.5
+29/08/2017,0,0,0,0,0,25.95,247.81,2.5
+30/08/2017,0,0,0,0,0,25.3,247.75,2.5
+31/08/2017,4,3.4,10.2,18.2,4,22,247.69,2.5
+01/09/2017,1,0,0.8,0.8,1,17.8,247.65,2.5
+02/09/2017,0.2,0.2,0,0,0.2,17.5,247.6,2.5
+03/09/2017,0,0,0,0,0,17.5,247.54,2.5
+04/09/2017,0,0,0,0,0,20.1,247.48,2.5
+05/09/2017,0.2,2.6,1.6,0,1.8,17.75,247.43,2.5
+06/09/2017,6.4,6.6,6.4,2.6,25.6,21.6,247.37,2.5
+07/09/2017,0,0,0,0,0,20.5,247.32,2.5
+08/09/2017,21.8,17.4,14.2,12,10.2,17.95,247.27,2.5
+09/09/2017,52.8,86.6,69.4,86.8,88.4,16.4,247.22,2.5
+10/09/2017,1.6,1.4,1.2,1.8,2.6,18.7,247.34,2.5
+11/09/2017,0.2,0.4,0.4,0,0.2,17.35,247.43,2.5
+12/09/2017,0,0,0,0,0,18.15,247.36,1.5
+13/09/2017,0.6,2.2,1.6,0,0.8,18,247.34,1.5
+14/09/2017,28.6,5.4,19.2,16.4,19.4,18.35,247.29,1.5
+15/09/2017,1.8,2.4,2.6,1.2,2.2,16.75,247.27,1.5
+16/09/2017,2,6,1.4,1.6,0.8,15.1,247.25,1.5
+17/09/2017,7.6,13.8,8.6,6.8,9.6,14.65,247.24,1.5
+18/09/2017,9.8,2.4,3.8,1.4,3.4,12.1,247.24,1.5
+19/09/2017,0,0.6,1.4,0,0,15.15,247.22,1
+20/09/2017,0.6,0,0,0,0,13.8,247.19,1
+21/09/2017,0,0,0,0,0,14.3,247.2,1
+22/09/2017,0,0,0,0,0,15.5,247.16,3.5
+23/09/2017,4,17.6,4,5.4,5,14.6,247.08,3.5
+24/09/2017,0.2,0,0.2,0.2,0,15.4,247.02,3.5
+25/09/2017,0,0,0,0,0,16.2,246.98,1
+26/09/2017,0,0,0,0,0,17.45,246.96,1
+27/09/2017,0,0,0,0,0,18.2,246.93,1
+28/09/2017,0,0,0,0,0,17.8,246.9,1
+29/09/2017,0,0,0,0,0,17.75,246.89,1
+30/09/2017,0.4,0,0.2,0,0.8,13.5,246.87,1
+01/10/2017,0,0,0,0,0,17.35,246.85,1
+02/10/2017,0,0,0,0,0,14.5,246.82,2.5
+03/10/2017,0,0,0,0,0,18.95,246.79,2
+04/10/2017,0,0,0,0,0,16.45,246.75,1
+05/10/2017,0.4,0.2,3.2,0,0,15.95,246.71,1
+06/10/2017,0,0,0,0,0,14.9,246.7,1
+07/10/2017,0,0,0,0,0,12.6,246.68,1
+08/10/2017,0,0,0,0,0,14.5,246.63,1
+09/10/2017,0,0,0,0,0,15.55,246.63,1
+10/10/2017,0.2,0,0,0,0,15.25,246.61,1
+11/10/2017,0,0,0,0,0,14.3,246.58,1
+12/10/2017,0,0,0,0,0,16.85,246.56,1
+13/10/2017,0.2,0,0.2,0,0,15.65,246.54,1
+14/10/2017,0,0,0.2,0,0,16.95,246.51,1
+15/10/2017,0.2,0,0,0,0,15.7,246.49,1
+16/10/2017,0.2,0,0,0,0,16,246.46,1
+17/10/2017,0.2,0,0,0,0,14.75,246.44,1
+18/10/2017,0,0,0,0,0,14.8,246.42,1
+19/10/2017,0.2,0,0,0,0,14.9,246.39,1
+20/10/2017,0,0.4,0.2,0,0,14.6,246.38,1
+21/10/2017,2.2,5.8,2.4,5,5,12.85,246.36,1
+22/10/2017,0,0,0,0,0.2,11.8,246.34,1
+23/10/2017,0,0,0,0,0,13.5,246.32,1
+24/10/2017,0,0,0,0,0,15.3,246.29,1
+25/10/2017,0,0,0,0,0,14.75,246.26,1
+26/10/2017,0,0,0,0,0,11.6,246.23,1
+27/10/2017,0,0,0,0,0,13.15,246.21,1
+28/10/2017,0,0,0,0,0,10.9,246.19,1
+29/10/2017,0,0,0,0,0,13,246.17,1
+30/10/2017,0,0,0,0,0,13.55,246.15,1
+31/10/2017,0.2,0,0,0,0,11.2,246.12,1
+01/11/2017,0.4,0.4,0.2,0,1.4,8.75,246.09,1
+02/11/2017,1,3.4,0.6,1.2,3,13.05,246.06,1
+03/11/2017,0.6,0.2,0,0,0.2,13.65,246.07,1
+04/11/2017,34.8,33.8,28.6,28.6,32,10.9,246.05,1
+05/11/2017,24,28.4,24.4,26.8,28.2,9.7,246.04,1
+06/11/2017,17.2,26.2,18.4,10.8,19.4,7.15,246.04,1
+07/11/2017,0.2,0,0,0,0,10.65,246.26,1
+08/11/2017,0,0.2,0,0,0.6,9.5,246.27,1
+09/11/2017,0,0,0,0,0,10.4,246.3,1
+10/11/2017,0,0.2,0.2,0,0.2,7.15,246.27,1
+11/11/2017,3.6,13.6,5.2,7.2,6.8,9.85,246.3,1
+12/11/2017,3.8,43.6,82.2,41,49,5.4,246.34,1
+13/11/2017,1.2,14.4,7,0.2,0.4,5.5,246.38,0.6
+14/11/2017,0,0.2,0,0,0,6.8,246.77,0.6
+15/11/2017,0,0,0,0,0,8.75,246.9,0.6
+16/11/2017,0,0,0,0,0,9.85,246.94,0.6
+17/11/2017,0,0,0,0,0,8.05,246.98,0.6
+18/11/2017,0,0,0,0,0,6.15,246.98,0.6
+19/11/2017,0.2,0,0,0,0,4.65,246.98,0.6
+20/11/2017,0,0,0,0,0,7,246.98,0.6
+21/11/2017,0,0,0,0,0,8.5,247,0.6
+22/11/2017,0.2,0,0,0,0,9.4,247,0.6
+23/11/2017,0.2,0,0.4,0,0.8,10.25,247,0.6
+24/11/2017,6.4,19.4,5.6,20.2,9.2,11.3,246.99,1
+25/11/2017,3.8,6.2,11.2,0.4,5.6,7.3,246.98,1
+26/11/2017,0.2,0,0,0,0.2,3.8,246.97,1
+27/11/2017,2.2,5.6,1.6,2.6,3.2,0.6,247.02,1
+28/11/2017,22.2,16.6,18.2,18,23.4,5.35,247.01,1
+29/11/2017,2.8,5.8,7.2,4.8,2.8,3.85,247.08,1
+30/11/2017,1,1.6,0.8,0.2,0.8,0.3,247.16,1
+01/12/2017,0.2,0.2,0,0,0,3.95,247.22,1
+02/12/2017,0,0,0,0,0,3.6,247.22,1
+03/12/2017,0,0,0,0,0,4.6,247.22,1
+04/12/2017,0,0,0,0,0,3.25,247.22,1
+05/12/2017,0.2,0,0,0,0,4.3,247.24,1
+06/12/2017,4.8,4.4,3,4.8,6.4,6.25,247.21,1
+07/12/2017,39.2,68.8,25.6,59.2,35.4,8.15,247.22,1
+08/12/2017,5.8,3.6,4.8,6.8,8,2.35,247.23,1
+09/12/2017,24.6,54.6,39.2,43,28.4,2.9,248.21,1
+10/12/2017,3.8,27,6.6,4.4,1.8,12,248.34,1
+11/12/2017,29.6,31.2,14.8,41.4,21.8,10.25,249.16,1
+12/12/2017,2,2.2,1.4,2.4,5,7.6,249.6,1
+13/12/2017,12.8,16.4,7.8,12.2,17.6,8.4,250,5.24
+14/12/2017,4.2,6.4,3,4.6,5.4,7.55,250.05,6.07
+15/12/2017,3.4,3.4,2.8,1.2,1.6,3.3,250.17,7
+16/12/2017,0.2,0,0,0,0,4.7,250.2,6.97
+17/12/2017,0.2,0,0,0,0,1.15,250.16,6.46
+18/12/2017,0,0,0,0,0,2.6,250.12,6.01
+19/12/2017,0,0,0,0,0,1.6,250.04,5.45
+20/12/2017,0.2,0,0,0,0,4.55,249.98,5.45
+21/12/2017,0,0,0,0,0,6.35,249.94,5.2
+22/12/2017,0.2,0,0,0,0,7,249.88,5.2
+23/12/2017,0,0,0,0,0,4.35,249.84,2.7
+24/12/2017,0.6,0.2,0.4,0,1,8.2,249.82,2.7
+25/12/2017,6,18.2,6,8.2,9,7.75,249.79,2.7
+26/12/2017,42.8,39.6,35.2,42.2,41.8,6.95,249.76,2.7
+27/12/2017,12,15.2,6.4,10,9.6,3.4,249.79,3.81
+28/12/2017,0,0,0,0,0,3.55,250.49,12.21
+29/12/2017,0.2,0,0,0,0,2.9,250.52,15.23
+30/12/2017,0.6,1,0.6,0,1.2,6.65,250.42,12.84
+31/12/2017,8,12.6,7.2,13.8,16.2,7.4,250.31,8.65
+01/01/2018,5.4,4.4,4.2,8.4,5,8.7,250.28,6.47
+02/01/2018,6.6,4.8,3,3.8,6.6,5.75,250.37,12.1
+03/01/2018,2.4,2.2,1.8,2,2.6,6.6,250.33,11.42
+04/01/2018,2.8,6.2,3,1,3.8,10.1,250.27,10.33
+05/01/2018,0,0.2,0.2,0,0.2,10.25,250.22,9.3
+06/01/2018,0.2,0,0,0,0,10.5,250.16,8.51
+07/01/2018,0,0,0,0,0,10.95,250.12,7.87
+08/01/2018,3.6,5.6,7.2,1.6,4.2,10.15,250.07,7.38
+09/01/2018,0.2,0,0.2,0,0.4,6.2,250,7.1
+10/01/2018,5.6,5.6,2.6,1.6,6.2,6.6,249.95,7.1
+11/01/2018,0,0.2,0,0,0,6.4,249.86,7.1
+12/01/2018,0,0,0,0,0,6,249.77,7.1
+13/01/2018,0,0,0,0,0,6,249.7,7.1
+14/01/2018,2.2,2.2,1.8,1,3,4.4,249.62,7.1
+15/01/2018,21.8,12.2,6,22.8,16.6,7.45,249.53,7.1
+16/01/2018,2.8,4.2,1.2,3.6,2.8,8.45,249.49,2.7
+17/01/2018,3.2,3.8,2,1.8,4,2.7,249.64,1
+18/01/2018,3,9.2,1.4,1.2,3.8,7.7,249.77,1
+19/01/2018,0.8,0.4,0.4,0.2,1.8,5.95,249.86,7.1
+20/01/2018,8,2.8,5.6,6.6,9.2,10.05,249.87,7.1
+21/01/2018,0.2,0,0,0,0,4.2,249.84,7.1
+22/01/2018,0,0,0,0,0,7.7,249.82,7.1
+23/01/2018,0,0,0,0,0,6.65,249.76,2.6
+24/01/2018,0,0,0,0,0,7.9,249.75,2.6
+25/01/2018,0.2,0.8,0,0,0.4,7.3,249.75,2.6
+26/01/2018,0,4,0.2,1,2,10.5,249.75,2.6
+27/01/2018,0.2,0,0,0,0,8.2,249.73,2.6
+28/01/2018,0,0.2,0,0,0.2,6.95,249.71,2.6
+29/01/2018,0,0,0,0,0,8.9,249.7,1.5
+30/01/2018,9,9.2,6,8,12.6,7.1,249.68,1
+31/01/2018,22,32.8,8.4,16.4,15,7.8,249.69,1
+01/02/2018,34,36.6,30,23.8,35.4,4.4,249.76,0.6
+02/02/2018,14,8.6,11.6,7,13.2,1.55,250.05,0.6
+03/02/2018,0,2.8,0,0,0,2.55,250.86,7.2
+04/02/2018,0.2,0,0,0,0,4.7,250.97,7.2
+05/02/2018,7.2,8,5.2,7.4,10.8,4.6,250.98,7.2
+06/02/2018,3.6,1,1.6,1.2,3.8,3.4,250.96,7.2
+07/02/2018,0.2,0.2,0,0,0.8,4.7,250.96,7.2
+08/02/2018,0.4,0,0,0,0,5.2,250.98,7.2
+09/02/2018,0.2,0,0,0,0.2,3.35,250.93,7.2
+10/02/2018,0,0,0,0,0,5.6,250.85,7.2
+11/02/2018,11.8,13.8,10,10.2,16.4,2.75,250.8,7.2
+12/02/2018,0,0.2,0.2,0,0,1.25,250.74,7.2
+13/02/2018,0,0,0,0,0,1.7,250.7,7.2
+14/02/2018,0.2,0,0,0,0,3.35,250.66,2.7
+15/02/2018,0,0,0,0,0,2.7,250.66,2.7
+16/02/2018,10.6,7.6,6.6,7.8,11.6,5.05,250.66,2.7
+17/02/2018,21.2,12.6,17.2,16.2,24,4.85,250.78,2.7
+18/02/2018,0,0,0.6,0,0,2.25,250.84,2.7
+19/02/2018,0,0,0,0,0,1.9,250.88,2.7
+20/02/2018,0.6,0.6,2.4,0,0.2,2,250.93,2.7
+21/02/2018,0,1.6,1.8,0,1,2.25,250.93,2.7
+22/02/2018,2.2,6.6,3.8,1.2,4.2,2.7,250.96,2.7
+23/02/2018,0,2.4,0,0,0.2,5.45,250.95,2.7
+24/02/2018,0.2,0,0.2,0,1,0.05,250.95,2.7
+25/02/2018,0,0,0,0,0.2,-5.35,250.95,2.7
+26/02/2018,0,1.6,1.4,0,0.4,-4.85,250.95,2.7
+27/02/2018,0,0,0,0,0,-3.35,250.95,2.7
+28/02/2018,6.2,0,0,0,0.8,-2.2,250.95,2.7
+01/03/2018,38.2,55.8,21.8,37.6,36,2.6,250.88,7.2
+02/03/2018,20.8,19.8,13.8,22.2,28.8,3.85,250.83,7.2
+03/03/2018,1.6,1.6,0.6,0.6,1.6,4.6,251.03,8.55
+04/03/2018,3.2,3.8,2,0.6,4,4.7,251.41,13.26
+05/03/2018,4.2,2.6,1.2,0.8,5.6,6.15,251.47,14.13
+06/03/2018,13.4,17.8,11.6,14,15,8.45,251.43,13.49
+07/03/2018,0,0,0,0,0,8.3,251.39,13.42
+08/03/2018,0,0,0,0,0,10.45,251.46,13.84
+09/03/2018,0,13.8,0.6,1.2,2,7.75,251.41,13.1
+10/03/2018,38.2,38.4,25.4,48,39.8,10.35,251.38,11.99
+11/03/2018,13.2,15,3.6,7,11.6,9.85,251.27,12
+12/03/2018,2.6,5.6,3.4,1.2,12.8,8.7,251.74,20.68
+13/03/2018,0,0,0,0,0,10.15,251.68,19.45
+14/03/2018,15.8,55.2,19.6,36.6,27,6.95,251.59,16.95
+15/03/2018,4.8,3,2.6,6.4,6.2,10.2,251.48,14.49
+16/03/2018,4.8,13.8,3.6,6,8.8,8.4,251.77,21.51
+17/03/2018,15.8,25.6,14,12.4,19,6.3,251.71,19.2
+18/03/2018,5.6,8.4,4.8,8,11.8,2.65,251.62,16.91
+19/03/2018,0,0.8,2.8,0,0,4.35,251.6,16.94
+20/03/2018,0.2,1.2,0.8,0,0,2.6,251.55,15.61
+21/03/2018,0,0,0,0,0,2.65,251.44,13.4
+22/03/2018,0,0,0,0,0,5.65,251.35,11.05
+23/03/2018,0,0,0,0,0,6.85,251.23,9.41
+24/03/2018,0,0,0,0,0,6.85,251.13,8.15
+25/03/2018,0,0,0,0,0,9.1,251.07,7.5
+26/03/2018,0,0,0,0,0,9.9,251,7.22
+27/03/2018,0,0,0,0,0,10.7,250.93,7.2
+28/03/2018,0.2,1,0,0,0,12.5,250.84,1
+29/03/2018,0,0.8,0,0,0,14.15,250.89,1
+30/03/2018,16.2,22.6,8.2,28.6,22.2,8.55,250.92,1
+31/03/2018,3.8,0.8,3.2,1.4,1.8,9.65,251.02,1
+01/04/2018,0,0,0,0,0,11.65,251.08,1
+02/04/2018,0,0,0,0,0,12.05,251.1,1
+03/04/2018,21.2,35,25.6,30,32.2,9.4,251.15,1
+04/04/2018,0.6,4.8,3,2,5.4,12.2,251.21,1
+05/04/2018,0,0.2,0,0,0.2,13.4,251.35,1
+06/04/2018,0,0,0,0,0,16.25,251.59,1
+07/04/2018,0,0,0,0,0,15.25,251.69,1
+08/04/2018,7.6,9.2,6.8,1,8,10.7,251.76,1
+09/04/2018,1.4,10.4,2.2,3.4,4,11.1,251.83,1
+10/04/2018,3.4,3.8,3.4,1.2,3.2,11.05,251.9,1
+11/04/2018,1,0.6,1.8,0.2,0.8,12.75,251.96,2.7
+12/04/2018,4,3.6,2.2,7,6.8,11.85,251.99,2.7
+13/04/2018,0,0,0,0,0,14.3,252,2.7
+14/04/2018,0.4,0.4,1.2,0,0.4,15.7,252,2.7
+15/04/2018,0,3.6,0,0.4,0,17.85,252,2.7
+16/04/2018,0,0,0,0,0,16.2,252,3.5
+17/04/2018,0,0,0,0,0,18.15,252,3.5
+18/04/2018,0,0,0,0,0,18.1,251.99,3.5
+19/04/2018,0,0,0,0,0,20.4,251.98,2
+20/04/2018,0,0,0,0,0,21.35,251.97,1
+21/04/2018,0,0,0,0,0,18.2,251.98,1
+22/04/2018,0,0,0,0,0,16.9,251.99,1
+23/04/2018,0,0,0,0,0,16.5,252,1
+24/04/2018,0,0,0,0,0,17.15,252,1
+25/04/2018,0,0,0,0,0,16.85,252,1
+26/04/2018,0,0,0,0,0,18.1,252,1
+27/04/2018,0.6,0,0,0,0,21.05,252,1
+28/04/2018,0,0,0,0,0,18.55,252,1
+29/04/2018,0.8,0,0.6,0,0.2,14.2,251.99,1
+30/04/2018,9.4,10.2,9,7.8,9.2,11.95,251.98,1
+01/05/2018,18.2,13.2,16.8,11.6,14.2,13.85,252,1
+02/05/2018,2.4,3.2,2,0.2,4.2,15.25,252,1
+03/05/2018,1.8,1.8,2,0,2.4,15.8,252,1
+04/05/2018,0,0,0,0,0,17.9,252,1
+05/05/2018,0,0,0,0,0.6,19,251.99,1
+06/05/2018,0,0,0,0,0.6,19.1,251.98,1
+07/05/2018,0,15.4,0,0,1.2,19.65,251.97,1
+08/05/2018,4,19.2,1,0,0.2,17.35,251.97,1
+09/05/2018,0.4,2.2,6.6,3,2.8,16.65,251.99,1
+10/05/2018,0,0,1,0,0,17.5,251.97,1
+11/05/2018,0,0,0,0,0,16.65,251.98,1
+12/05/2018,3.4,7.6,3.6,2.6,6.4,16.45,251.99,1
+13/05/2018,2,2,3.4,1.6,2.4,11.7,251.99,1
+14/05/2018,0,6,1.8,0,0,11.4,251.98,1
+15/05/2018,0,0,0,0,0,12.65,251.97,0.6
+16/05/2018,1.4,0,1,0,13.4,14.7,251.98,0.6
+17/05/2018,0,0,0,0,0.2,15.55,251.98,0.6
+18/05/2018,0,0,0,0,0,18.75,251.99,0.6
+19/05/2018,0,0,0,0,0,19.65,251.99,0.6
+20/05/2018,4,1.4,2,0.4,7.4,18.6,251.99,0.6
+21/05/2018,13,12.2,11.4,10.2,16.4,15.35,251.99,0.6
+22/05/2018,0,0.2,0,0.2,0.2,16.6,251.99,0.6
+23/05/2018,0.2,0,0,0,0,17.7,252,0.6
+24/05/2018,0,2.4,0,0,0,19.6,251.99,0.6
+25/05/2018,0,0,0,0,0,22.05,251.99,0.6
+26/05/2018,0,0,0,0,0,22.05,251.99,0.6
+27/05/2018,0.2,0,0.4,0,0,21.75,251.99,0.6
+28/05/2018,0,0,0.6,0,0,21.35,251.99,0.6
+29/05/2018,9.2,13.6,8.4,1.2,0.4,20.65,251.99,0.6
+30/05/2018,0.2,0,0.2,0,0,19.05,251.99,0.6
+31/05/2018,0,0,0,0,0,18.65,251.98,0.6
+01/06/2018,0,0,0,0,0,18.9,251.98,0.6
+02/06/2018,0,0,0,0,0,20.6,251.97,0.6
+03/06/2018,0,0.2,0,0.6,1.4,20.95,251.96,0.6
+04/06/2018,0,0.2,0,0,2.4,19.6,251.95,0.6
+05/06/2018,0,0,0,0,0,19.8,251.95,0.6
+06/06/2018,4.2,4,1.4,1.8,1.8,21.5,251.94,0.6
+07/06/2018,9,6.2,7.6,20,17.6,19.15,251.93,0.6
+08/06/2018,0,0,0,0,0,19.35,251.92,0.6
+09/06/2018,0,0,0,0,0,19.85,251.92,0.6
+10/06/2018,0,0,0,0,0,20.9,251.92,0.6
+11/06/2018,0,0,0,0,0,21,251.92,0.6
+12/06/2018,8.2,0.2,1.4,3.4,18.4,19.05,251.92,0.6
+13/06/2018,8.2,19.8,6.8,2.4,6.6,18.1,251.91,0.6
+14/06/2018,0,0,0,0,0,20.1,251.91,0.6
+15/06/2018,0,0,0,0,0,20.9,251.91,0.6
+16/06/2018,0,0,0,0,0,21.9,251.91,0.6
+17/06/2018,0,0,0,0,0,21.5,251.9,0.6
+18/06/2018,0.6,0,0,0,0,22.95,251.9,0.6
+19/06/2018,0,0,0,0,0,24.5,251.89,0.6
+20/06/2018,0,0,0,0,0,23.3,251.88,0.6
+21/06/2018,3.6,4.6,10,0,3.8,19.35,251.86,0.6
+22/06/2018,0,0,0,0,0,19.6,251.84,0.6
+23/06/2018,0,0,0,0,0,18.25,251.83,0.6
+24/06/2018,0.2,0,0.8,0,0,17.5,251.82,0.6
+25/06/2018,0,0,0,0,0,19.2,251.81,0.6
+26/06/2018,0,0,0,0,0,19.45,251.8,0.6
+27/06/2018,0,0,0,0,0,20.1,251.79,0.6
+28/06/2018,0,0,0,0,0,21.3,251.76,0.6
+29/06/2018,0,0,0,0,0,22.95,251.75,0.6
+30/06/2018,0,0,0,0,0,23.1,251.73,0.6
+01/07/2018,0,0,0,0,0,23.45,251.71,0.6
+02/07/2018,0,0,0,0,0,23.75,251.7,0.6
+03/07/2018,0,0,0,0,0,23.9,251.68,0.6
+04/07/2018,0,0,0,0,0,23.15,251.67,0.6
+05/07/2018,10.2,14,14.4,15.6,3.2,21.85,251.66,0.6
+06/07/2018,0.4,0.6,2,0,0,22.1,251.65,0.6
+07/07/2018,0,0,0,0,0,22.8,251.64,0.6
+08/07/2018,0,0,0,0,0,23.95,251.63,0.6
+09/07/2018,0,0,0,0,0,23.2,251.62,0.6
+10/07/2018,0,0.2,0,0,0,23.95,251.61,0.6
+11/07/2018,0,0,0,0,0,22.15,251.59,1
+12/07/2018,0,0,0,0,0,23.25,251.57,1
+13/07/2018,1,0,0,0,0,24.4,251.55,1
+14/07/2018,11.6,8,17.2,39,8.2,24.45,251.54,1
+15/07/2018,0.6,14.2,1.2,0,1.4,21.1,251.53,1
+16/07/2018,0,0,0,0,0,23.15,251.52,1
+17/07/2018,0,0.2,0,0,0,24.05,251.49,1
+18/07/2018,0,0,0,0,0,23.6,251.47,1
+19/07/2018,0,0,0,0,0,23.35,251.45,1
+20/07/2018,0,1.2,0,0,0,23.1,251.43,1
+21/07/2018,9.6,0,8.6,9,12.8,22.25,251.41,1
+22/07/2018,14.4,24,37.2,38.2,31.6,21.8,251.37,1
+23/07/2018,0,0,0,0,0,23.15,251.4,1
+24/07/2018,0.6,2.6,0,1.6,0.4,23.6,251.4,1
+25/07/2018,1.6,4.4,13.4,0,0,23.65,251.4,1
+26/07/2018,0,0,0,0,0,23.4,251.39,1
+27/07/2018,0,0,0,0,0,22.85,251.38,1
+28/07/2018,0,0,0,0,0,25.5,251.36,1
+29/07/2018,0,0,0,0,0,27.25,251.34,1
+30/07/2018,0,0,0,0,0,27.5,251.32,2
+31/07/2018,0,0,0,0,0,28.4,251.29,2
+01/08/2018,4.4,2.2,0,0.6,16.8,27.05,251.24,2
+02/08/2018,0,0.8,0.8,0,0,27.15,251.2,2
+03/08/2018,0,0,0,0,0,28.2,251.14,3
+04/08/2018,0,0,0,0,0,27.6,251.09,3
+05/08/2018,0,0,0,0,0,27.25,251.04,3
+06/08/2018,0.8,0,0,0,6.4,26.35,250.99,3
+07/08/2018,3,0.4,0.4,7.8,28.4,24.9,250.93,3
+08/08/2018,0.2,0,0,0,0,24.25,250.86,3
+09/08/2018,0,0,0,0,0,24.6,250.82,3
+10/08/2018,0,0,0,0,0,24.3,250.75,3
+11/08/2018,0,0,0,0,0,24,250.68,3
+12/08/2018,1.2,0,0.4,5,2.8,22.4,250.62,3
+13/08/2018,1.8,3.4,1.2,0.2,10.8,22.2,250.57,3
+14/08/2018,5,2.8,8.4,1.6,6.2,21.8,250.5,3
+15/08/2018,0.2,0,0,0,0,24.3,250.44,3
+16/08/2018,0,0,0,0,0,23.15,250.38,3
+17/08/2018,0,0,0,0,0,24,250.32,3
+18/08/2018,0,0,0,0,0,24.95,250.27,3
+19/08/2018,0,0,0,0,0,26.4,250.2,3
+20/08/2018,0,0,0,0,0,26.3,250.13,3
+21/08/2018,0,0,0,0,0.2,26.1,250.09,3
+22/08/2018,2.8,1,0,30.8,19.6,24.65,250.03,3
+23/08/2018,0,0,0,0,0.2,22.5,249.97,3
+24/08/2018,9.4,1.6,17.6,7.2,4,23.05,249.93,3
+25/08/2018,5,10.4,7.2,4,6,17,249.85,3
+26/08/2018,0,0,0,0,0,19.4,249.82,1.5
+27/08/2018,0,0,0,0,0,21.25,249.76,3
+28/08/2018,0,0,0,0,0,22.95,249.7,3
+29/08/2018,0,0,0,0,0,22.1,249.63,3
+30/08/2018,0.2,5.2,0,0.2,0,21,249.56,3
+31/08/2018,7.2,0.8,4,1.2,4.6,19.4,249.5,3
+01/09/2018,1.6,0.4,0.2,0,4,19.4,249.45,3
+02/09/2018,0,0,0,0,0.2,17.75,249.4,3
+03/09/2018,0,0,0,0,0,19.45,249.35,3
+04/09/2018,0,0,0,0,0,21.75,249.28,3
+05/09/2018,0,0,0,0,0,21.8,249.2,3
+06/09/2018,0,0.8,0,0,1.4,20.7,249.14,3
+07/09/2018,0,0.2,0,0,0,21.45,249.08,3
+08/09/2018,0.2,0,0,0,0,22.95,249.03,3
+09/09/2018,0,0,0,0,0,23.15,248.96,3
+10/09/2018,0,0,0,0,0,24.55,248.9,3
+11/09/2018,0,0,0,0,0,24.1,248.83,3
+12/09/2018,0,0,0,0,0,19.7,248.77,3
+13/09/2018,0,0,0,0,0,21.8,248.7,3
+14/09/2018,0,0,0,0,0,22.6,248.66,3
+15/09/2018,0,0,0,0,0,23.25,248.62,3
+16/09/2018,0,0,0,0,0,22.5,248.58,3
+17/09/2018,3.6,27,10.2,0,0,21.9,248.54,3
+18/09/2018,0.2,0.2,0.2,0,0,20.9,248.47,3
+19/09/2018,0,0,0,0,0,23.95,248.4,3
+20/09/2018,0,0,0,0,0,23.75,248.32,3
+21/09/2018,0.8,0,0,0,0,21.95,248.24,3
+22/09/2018,0,0,0.2,0,0,22.15,248.16,3
+23/09/2018,0,2.4,1.2,0,0.8,20.4,248.09,3
+24/09/2018,0,0,0,0,0,15.75,248.02,3
+25/09/2018,0,0,0,0,0,13.6,247.93,3
+26/09/2018,0,0,0,0,0,18.9,247.86,3
+27/09/2018,0,0,0,0,0,20.05,247.79,3
+28/09/2018,0,0,0,0,0,20.4,247.72,3
+29/09/2018,0,0,0,0,0,18.55,247.66,3
+30/09/2018,14.6,16.4,20.4,11.2,19,12.6,247.59,3
+01/10/2018,0.2,0.6,2.8,0.2,0.4,12.85,247.56,3
+02/10/2018,0,0,0,0,0,16.9,247.46,3
+03/10/2018,0,0,0,0,0,18,247.42,3
+04/10/2018,0,0,0,0,0.4,17.55,247.37,3
+05/10/2018,13.8,16.6,10.8,7.2,11,15.55,247.3,2.5
+06/10/2018,1,1.2,1.8,1.2,0.6,16.1,247.25,2.5
+07/10/2018,0.2,0,0.2,0,0,16.3,247.21,2.5
+08/10/2018,0,0,0,0,0,18.65,247.18,2
+09/10/2018,0.2,0,0,0,0,19.55,247.14,2
+10/10/2018,0.8,2.4,1,0,0.8,16.75,247.1,2
+11/10/2018,0,0,0,0,0,19.25,247.05,2
+12/10/2018,0.2,0,0,0,0,18.9,247.01,2
+13/10/2018,0,0,0,0,0,17.95,246.96,2
+14/10/2018,0.2,0,0,0,0,17,246.91,2
+15/10/2018,0.2,0.4,0.2,0,3.4,18.5,246.86,2
+16/10/2018,2.4,2.8,3.8,0,8,16.3,246.83,2
+17/10/2018,0,0,0,0,0.2,18.75,246.78,2
+18/10/2018,0,0,0,0,0,19.5,246.74,2
+19/10/2018,0.8,0,0,0,0,19.7,246.71,2
+20/10/2018,0.4,0.2,1,0,0.4,14.25,246.69,2
+21/10/2018,0,0,0,0,0,11,246.63,2
+22/10/2018,0,0,0,0,0,14.1,246.56,2
+23/10/2018,0,0,0,0,0,12.95,246.53,2
+24/10/2018,0.2,0,0.2,0,0,13.8,246.49,2
+25/10/2018,0,1.2,0,0,0,15.6,246.45,2
+26/10/2018,0,1,0,0,0,18.05,246.42,2
+27/10/2018,9.6,5.2,5,1.4,4.4,16.2,246.39,2
+28/10/2018,46,40.4,44.2,31.8,40.8,16.1,246.36,2
+29/10/2018,25,13.4,14,27.4,16.4,9.9,246.32,2
+30/10/2018,0.2,1.4,0,0.2,0.4,12,246.37,0.6
+31/10/2018,28.6,23.8,27.4,12.6,16.2,13.35,246.35,0.6
+01/11/2018,2.8,7.6,2.8,1.8,2.6,13.1,246.36,0.6
+02/11/2018,0.2,0,0,0,0,14.9,246.37,0.6
+03/11/2018,2.8,5.4,5.6,4.4,6,14.55,246.38,0.6
+04/11/2018,0.2,0.8,0.4,0.4,0.6,13.75,246.37,0.6
+05/11/2018,5.4,8.8,10.4,3.8,8.4,13.85,246.37,0.6
+06/11/2018,9.2,9,10,6.6,6,12.95,246.36,0.6
+07/11/2018,0,0,0,0.2,0,12.55,246.36,0.6
+08/11/2018,0,0,0.2,0,0,11,246.36,0.6
+09/11/2018,0.2,0,0.2,0,0.2,11.3,246.36,0.6
+10/11/2018,2,1.6,1.8,1.2,5.4,9.75,246.36,0.6
+11/11/2018,0.2,0,0.4,0.2,0.2,11.15,246.34,0.6
+12/11/2018,0.2,0.2,0.2,0.6,0.4,9.85,246.32,0.6
+13/11/2018,0,0,0,0,0,11.55,246.32,0.6
+14/11/2018,0,0,0,0,0,12.75,246.31,0.6
+15/11/2018,0,0,2,0,0,8.45,246.29,0.6
+16/11/2018,0.4,0,0.2,0,0,7.2,246.25,0.6
+17/11/2018,0,0,0,0,0,5.3,246.23,0.6
+18/11/2018,1,1.2,1.2,0,2,5.3,246.22,0.6
+19/11/2018,5.2,5.8,12.2,0,5,3.2,246.2,0.6
+20/11/2018,2.2,2.2,2.4,1.6,2,7.25,246.19,0.6
+21/11/2018,0.2,0.6,0.2,0.2,0,9.7,246.2,0.6
+22/11/2018,9.2,37.8,8.8,10.2,13.4,9.2,246.21,0.6
+23/11/2018,12.6,5.4,12,16,8.4,12.35,246.2,0.6
+24/11/2018,10,6,7.2,3.8,12,9.4,246.22,0.6
+25/11/2018,4.6,4.4,3.6,5,6.2,7.9,246.3,0.6
+26/11/2018,0,0.6,0.4,0,0.2,7.9,246.35,0.6
+27/11/2018,0,0,0,0,0,7.25,246.36,0.6
+28/11/2018,0,0,0,0,0,7.3,246.32,0.6
+29/11/2018,0,0,0,0,0,4.5,246.32,0.6
+30/11/2018,0,0,0,0,0,7,246.32,0.6
+01/12/2018,1.2,1,1,0.2,3.4,4.3,246.33,0.6
+02/12/2018,17.4,8.8,11.6,13.2,18.4,9.15,246.33,0.6
+03/12/2018,0.4,0,0,0,0.4,10.8,246.34,0.6
+04/12/2018,0.2,0,0,0,0.2,9.3,246.36,0.6
+05/12/2018,12.8,11.2,11.6,6.8,13.6,7.5,246.36,0.6
+06/12/2018,2.8,1.8,3,2.6,3.8,6.75,246.35,0.6
+07/12/2018,11.6,18,10.8,30.8,16.4,8.55,246.35,0.6
+08/12/2018,1,0.4,0,0,0.6,7.45,246.39,0.6
+09/12/2018,0.2,0,0,0,0.4,7.95,246.53,0.6
+10/12/2018,0,0,0,0,0,5.85,246.55,0.6
+11/12/2018,0,0,0,0,0,1.05,246.55,0.6
+12/12/2018,0,0,0,0,0,3.15,246.55,0.6
+13/12/2018,0,0,0,0,0,1.3,246.57,0.6
+14/12/2018,0,0,0,0,0,1,246.53,0.6
+15/12/2018,1,0.4,2.2,0.8,0,-0.9,246.49,0.6
+16/12/2018,7.2,6.8,6.8,7,9.2,2.1,246.5,0.6
+17/12/2018,0,0,0,0,0.2,5.25,246.5,0.6
+18/12/2018,1,2.2,0.8,1.6,3.2,1.35,246.5,0.6
+19/12/2018,15.4,18.2,17.6,19.4,18.8,4.5,246.51,0.6
+20/12/2018,1.2,2.8,2.2,1.6,2,6.8,246.53,0.6
+21/12/2018,4.4,10.8,6.8,1.8,3.8,9.6,246.63,0.6
+22/12/2018,0,0,0,0,0,11.55,246.66,0.6
+23/12/2018,1,0,0.6,0.2,1,9.6,246.76,0.6
+24/12/2018,0.2,0,0,0,0,7.55,246.76,0.6
+25/12/2018,0.2,0,0.2,0,0,4.1,246.81,0.6
+26/12/2018,0,0,0,0,0,5.75,246.81,0.6
+27/12/2018,0.2,0.2,0,0,0,4.65,246.82,0.6
+28/12/2018,0.2,0,0.2,0.2,0.2,3.95,246.83,0.6
+29/12/2018,0.2,0.2,0.2,0.4,0.2,7.2,246.83,0.6
+30/12/2018,0.2,0,0,0,0,6.45,246.83,0.6
+31/12/2018,0,0,0,0,0,7.25,246.83,0.6
+01/01/2019,0,0,0,0,0,6.4,246.83,0.6
+02/01/2019,0,0,0,0,0,2.55,246.82,0.6
+03/01/2019,0,0,0,0,0,-0.3,246.81,0.6
+04/01/2019,0,0,0,0,0,0.3,246.8,0.6
+05/01/2019,0,0,0,0,0,2.75,246.79,0.6
+06/01/2019,0.2,0,0,0,0.2,4.85,246.78,0.6
+07/01/2019,0,0,0,0,0,1.9,246.77,0.6
+08/01/2019,0.2,0,0,0,0,3.9,246.76,0.6
+09/01/2019,0,0,0,0,0,4.75,246.75,0.6
+10/01/2019,0,0,0,0,0,2.55,246.74,0.6
+11/01/2019,0,0,0,0,0,1.7,246.73,0.6
+12/01/2019,0,0,0,0,0,4.5,246.72,0.6
+13/01/2019,0,0,0,0,0,9.9,246.71,0.6
+14/01/2019,0,0,0,0,0,7.85,246.7,0.6
+15/01/2019,0,0,0,0,0,6.95,246.69,0.6
+16/01/2019,6.4,13,6.2,17,15.2,6.7,246.68,0.6
+17/01/2019,18,17,16.6,35.8,27.2,7.4,246.66,0.6
+18/01/2019,0.8,0.6,0,0,0.6,4.4,246.88,0.6
+19/01/2019,1.2,1,0.4,0,0.6,3.6,246.94,0.6
+20/01/2019,0,0,0,0,0,2.6,246.95,0.6
+21/01/2019,1.8,0.2,1,0,0.4,0.6,246.96,0.6
+22/01/2019,1.8,0.8,2,1,3.8,0.15,246.94,0.6
+23/01/2019,0,1.4,0,0,3,1.35,246.98,0.6
+24/01/2019,0,0,0,0,0,2.3,246.97,0.6
+25/01/2019,0,0,0,0,0,4.6,246.94,0.6
+26/01/2019,2.8,12.4,3,5,1.8,2.25,246.98,0.6
+27/01/2019,6.8,15.2,8.2,9.6,10,4.7,246.97,0.6
+28/01/2019,0,0,0.6,0,0,4.15,247.02,0.6
+29/01/2019,4.6,0.2,1.8,2.8,0.8,0.5,247.09,0.6
+30/01/2019,11.2,22.4,13.6,13.8,17.6,0.45,247.13,0.6
+31/01/2019,42.2,47.6,31.4,38.4,35.8,7.95,247.15,0.6
+01/02/2019,56,59.8,48.2,63,47.6,7.7,247.43,0.6
+02/02/2019,5,7.8,4.8,3.6,6.2,6.75,248.69,0.6
+03/02/2019,0,0,0,0,0.2,5.75,249.65,0.6
+04/02/2019,0,0,0,0,0,6.65,249.95,0.6
+05/02/2019,0,0,0,0,0,7.95,250.1,0.6
+06/02/2019,0,0,0,0,0,9.1,250.18,0.6
+07/02/2019,0,0,0,0,0,7.8,250.24,0.6
+08/02/2019,0.8,0,0.2,0,1.6,4.4,250.29,0.6
+09/02/2019,0.8,5.4,0.8,0.2,0.4,9.05,250.32,0.6
+10/02/2019,14.8,11.4,6.4,27.6,10.6,7.55,250.35,0.6
+11/02/2019,0,0,0,0,0,9.2,250.43,0.6
+12/02/2019,0,0,0,0,0,6.85,250.52,0.6
+13/02/2019,0,0,0,0,0,10.55,250.56,2
+14/02/2019,0.2,0,0,0,0,11.65,250.56,2
+15/02/2019,0,0,0,0,0,12.35,250.54,2
+16/02/2019,0,0,0,0,0,8.8,250.53,2
+17/02/2019,0.2,0,0,0,0,6.7,250.52,2
+18/02/2019,0,0,0,0,0,6.75,250.51,2
+19/02/2019,0,0,0,0,0,7.85,250.5,2
+20/02/2019,0,0,0,0,0,8.55,250.49,1.5
+21/02/2019,0,0,0,0,0,11,250.48,1.5
+22/02/2019,0,0,0,0,0,6.45,250.47,0.6
+23/02/2019,0,0,0,0,0,4.15,250.47,0.6
+24/02/2019,0,0,0,0,0,9.1,250.47,0.6
+25/02/2019,0,0,0,0,0,13.85,250.48,0.6
+26/02/2019,0,0,0,0,0,14.5,250.48,0.6
+27/02/2019,0,0,0,0,0,7.95,250.48,0.6
+28/02/2019,0,0,0,0,0,9.35,250.48,0.6
+01/03/2019,0,0,0,0,0,9.65,250.47,0.6
+02/03/2019,0,0,0,0,0,10.35,250.47,0.6
+03/03/2019,1,1.4,2,1.4,1,10,250.47,0.6
+04/03/2019,0,0,0,0,0,10.95,250.48,0.6
+05/03/2019,0,0,0,0,0,10.65,250.48,0.6
+06/03/2019,0,0.2,0,0,0,12.4,250.47,0.6
+07/03/2019,0,0,0,0,0,11.45,250.46,0.6
+08/03/2019,0,0,0,0,0,8.8,250.45,0.6
+09/03/2019,1,1.2,1,0,0.8,10.05,250.45,0.6
+10/03/2019,11.2,1.2,4.2,2.6,2.4,9.35,250.45,0.6
+11/03/2019,0.2,0,0,0,0,7.45,250.45,0.6
+12/03/2019,4.6,6.2,4.4,4,7.2,4.3,250.45,0.6
+13/03/2019,0.2,0.2,0,0.2,0,7.35,250.45,0.6
+14/03/2019,0,0,0,0,0,11.75,250.45,0.6
+15/03/2019,0,0,0,0,0,13.35,250.44,0.6
+16/03/2019,0,0,0,0,0.2,12.15,250.44,0.6
+17/03/2019,2.4,4,5.4,2.4,2.6,7.35,250.44,0.6
+18/03/2019,0,0.8,1.6,0,0,5.55,250.44,0.6
+19/03/2019,0,0,0,0,0,7.55,250.44,0.6
+20/03/2019,0,0,0,0,0,9,250.42,0.6
+21/03/2019,0,0,0,0,0,13,250.4,0.6
+22/03/2019,0,0,0,0,0,15.75,250.4,0.6
+23/03/2019,0,0,0,0,0,16.2,250.4,0.6
+24/03/2019,0,0,0,0,0,11.15,250.39,0.6
+25/03/2019,2,6.2,13.2,0,0.2,6.5,250.39,0.6
+26/03/2019,0,0,0,0,0,8.95,250.37,0.6
+27/03/2019,0,0,0,0,0,9.05,250.35,0.6
+28/03/2019,0,0,0,0,0,11.1,250.34,0.6
+29/03/2019,0,0,0,0,0,14.2,250.33,0.6
+30/03/2019,0,0,0,0,0,12.85,250.33,0.6
+31/03/2019,0,0,0,0,0,15.1,250.33,0.6
+01/04/2019,0,0,0,0,0,14.6,250.33,0.6
+02/04/2019,4.4,5.8,4.2,2.2,5,10,250.32,0.6
+03/04/2019,18.4,21.4,16,25.8,15.6,9.65,250.32,0.6
+04/04/2019,0.4,0.4,0.2,0,1,6.8,250.33,0.6
+05/04/2019,0,0,0,0,0,9.15,250.33,0.6
+06/04/2019,0.8,2.2,1.4,0.4,2.6,9.3,250.34,0.6
+07/04/2019,0,0,0,0,0,9.7,250.35,0.6
+08/04/2019,0,0,0,0,0,12.3,250.35,0.6
+09/04/2019,2.6,4.6,4.2,0,0.2,11.1,250.34,0.6
+10/04/2019,8.8,9,13.6,6.8,9.4,11.35,250.33,0.6
+11/04/2019,0.4,1,1.6,0.2,0.4,10.25,250.32,0.6
+12/04/2019,0,0.2,0,0,0,9.35,250.35,0.6
+13/04/2019,7.8,7.4,8.2,1.2,10.8,7.35,250.35,0.6
+14/04/2019,0,0,0,0,0,11,250.35,0.6
+15/04/2019,0,0,0,0,0,13.6,250.34,0.6
+16/04/2019,0,0,0,0,0,13.35,250.36,0.6
+17/04/2019,0,0,0,0,0,14.85,250.36,0.6
+18/04/2019,0,0,0,0,0,14.8,250.36,0.6
+19/04/2019,0,0,0,0,0,16.7,250.35,0.6
+20/04/2019,0,0,0,0,0,17.2,250.35,0.6
+21/04/2019,8,8.4,7,2.4,8.8,14.75,250.34,0.6
+22/04/2019,15.2,21,13.2,8,15.8,13,250.34,0.6
+23/04/2019,2.2,0.8,1.6,0,0.2,15.85,250.34,0.6
+24/04/2019,0.2,0.2,0,0,0.2,15.5,250.35,0.6
+25/04/2019,0,1.4,0,0,0,14.25,250.38,0.6
+26/04/2019,0.2,0.2,0,0,0.2,12.65,250.43,0.6
+27/04/2019,3.4,5,5.4,1,3,9.85,250.44,0.6
+28/04/2019,0,0.6,0.2,0,0,7.55,250.44,0.6
+29/04/2019,0,0,0,0,0,11.65,250.44,0.6
+30/04/2019,1.2,3.6,1.4,0.2,0.6,13.7,250.43,0.6
+01/05/2019,0,0,0,0.2,0,11.75,250.43,0.6
+02/05/2019,1.6,1.6,2.4,0,2.2,12.6,250.44,0.6
+03/05/2019,0,0.6,0,0,0,13.7,250.43,0.6
+04/05/2019,24.2,40.4,29,14,22.8,6.9,250.44,0.6
+05/05/2019,0,1.4,2.6,0,0,7.9,250.42,0.6
+06/05/2019,0.2,0,0,0,0,9.3,250.67,0.6
+07/05/2019,1,2.2,0.6,0.4,2.6,10.8,250.75,0.6
+08/05/2019,24.8,28.2,22.8,21.4,31.4,12.9,250.8,0.6
+09/05/2019,0,0.2,0,0,0.4,14.2,250.82,0.6
+10/05/2019,8.4,9.8,2,0.8,6,12.8,251.04,0.6
+11/05/2019,8.2,21,29.4,2.4,3.2,10.75,251.1,0.6
+12/05/2019,3.8,12,17.8,0.2,0.8,10.25,251.14,0.6
+13/05/2019,0,0,0.2,0,0,10.45,251.24,0.6
+14/05/2019,0.2,0,0,0,0,7.65,251.38,0.6
+15/05/2019,0,0,0,0,0,12.95,251.43,0.6
+16/05/2019,3.2,1,1.2,0,1.8,13.45,251.5,0.6
+17/05/2019,8.6,17.8,9.6,2.4,11,13.7,251.54,0.6
+18/05/2019,17,36.2,14.2,13.8,27.2,11.95,251.57,0.6
+19/05/2019,2,1.4,3,2.6,3.2,13.45,251.61,0.6
+20/05/2019,3,3.2,4.6,1.2,2.8,13.65,251.81,2.5
+21/05/2019,0.2,0.2,0.8,0,0,14.7,251.86,2.5
+22/05/2019,0,5,13.2,0,0,15.8,251.9,2.5
+23/05/2019,0,0,0,0,0,15.4,251.87,5.5
+24/05/2019,0.8,1,1,1.4,6,16.75,251.83,5.5
+25/05/2019,7.4,11.2,6,0.2,5,14.9,251.77,5.5
+26/05/2019,3.6,3.4,2.2,1.2,4.8,16.1,251.74,5.5
+27/05/2019,9.6,9.8,10.2,2,14,14.35,251.68,2.7
+28/05/2019,3,3.2,0.6,0.6,1,13.55,251.68,2.7
+29/05/2019,0,0,0,0,0.2,15.6,251.68,2.7
+30/05/2019,0,0,0,0,0,17.25,251.68,2.7
+31/05/2019,0,0,0,0,0,16.8,251.67,2.7
+01/06/2019,0,0,0,0,0,19.8,251.67,0.7
+02/06/2019,0,0,0,0,0,19.1,251.68,0.7
+03/06/2019,0,0,0,0,0,18.55,251.7,0.7
+04/06/2019,0,0,0,0,0,19.15,251.7,0.7
+05/06/2019,0,0,0,0,0,18.25,251.69,0.7
+06/06/2019,0,0,0,0,0,19,251.7,0.7
+07/06/2019,0,0,0,0,0,20.95,251.69,0.7
+08/06/2019,0,0,0,0,0,23.35,251.69,0.7
+09/06/2019,0,0,0,0,0,24.45,251.69,0.7
+10/06/2019,0,0,0,0,0,22.2,251.69,0.6
+11/06/2019,0,0,0,0,0,20.5,251.69,0.6
+12/06/2019,0,0,0,0,0,19.45,251.69,0.6
+13/06/2019,0,0,0,0,0,24.2,251.68,0.6
+14/06/2019,0,0,0.2,0,0,21,251.67,0.6
+15/06/2019,0,0,0,0,0,21.25,251.67,0.6
+16/06/2019,0,0,0,0,0,21.65,251.65,0.6
+17/06/2019,0,0,0,0,0,25.15,251.66,0.6
+18/06/2019,0,0,0,0,0,22.6,251.64,0.6
+19/06/2019,0,0,0,0,0,21.65,251.63,0.6
+20/06/2019,0,0,0,0,0,22.25,251.63,0.6
+21/06/2019,34.8,34.6,38.4,13,26,21.5,251.63,0.6
+22/06/2019,0.2,0.2,0.2,0,0.2,21.3,251.6,0.6
+23/06/2019,0,0,0,0,0,23.15,251.66,0.6
+24/06/2019,0,0,0,0,0,26.8,251.67,0.6
+25/06/2019,0,0,0,0,0,26.9,251.65,0.6
+26/06/2019,0,0,0,0,0,28.05,251.63,0.6
+27/06/2019,0,0,0,0,0,27.2,251.62,0.6
+28/06/2019,0,0,0,0,0,26.75,251.62,0.6
+29/06/2019,0,0,0,0,0,27.3,251.61,0.6
+30/06/2019,0,0,0,0,0,25.6,251.6,0.6
+01/07/2019,0,0,0,0,0,25.4,251.58,0.6
+02/07/2019,0,0,0.2,0,0,26.25,251.56,1.5
+03/07/2019,0,0,0.2,0,0,24.35,251.54,1.5
+04/07/2019,0,0,0,0,0,24.95,251.51,1.5
+05/07/2019,0.4,0,0,0,0,24.45,251.47,1.5
+06/07/2019,2.8,10,5.2,1,2.4,22.85,251.43,1.5
+07/07/2019,0,0,0,0,0,24.75,251.39,1.5
+08/07/2019,1,0,0.2,0,2.4,24.45,251.36,1.5
+09/07/2019,0,2.8,0,0,0.4,21.55,251.34,1.5
+10/07/2019,0,0,0,0,4.8,21.05,251.33,1.5
+11/07/2019,0,0,0,0,0,23.2,251.29,1.5
+12/07/2019,0,0,0,0,0,23.1,251.26,1.5
+13/07/2019,0,0,0,0,0,21.3,251.24,1.5
+14/07/2019,9,11.4,7.2,2.6,17.2,18.35,251.22,1.5
+15/07/2019,0.2,0,0,0,0,21.2,251.18,1.5
+16/07/2019,0,0,0,0,0,21.45,251.14,1.5
+17/07/2019,0,1.2,0,0,0,21.5,251.12,1.5
+18/07/2019,0,0,0,0,0,22.5,251.08,1.5
+19/07/2019,0,0,0,0,0,23.45,251.05,1.5
+20/07/2019,0,0,0,0,0,23.9,251.03,1.5
+21/07/2019,0,0,0,0,0,25.45,251,1.5
+22/07/2019,0,0,0,0,0,28.1,250.96,1.5
+23/07/2019,0,0,0,0,0,27.9,250.93,2
+24/07/2019,0,0,0,0,0,29.55,250.89,2
+25/07/2019,0,0,0,0,0,27.2,250.85,2
+26/07/2019,6,6.4,4.6,2.6,8.4,23,250.81,2
+27/07/2019,13.4,18,17.4,9.4,18.6,18.85,250.77,2
+28/07/2019,0,0.2,0,0,0,21.95,250.72,2
+29/07/2019,0,0,0,0,0,22.5,250.7,2
+30/07/2019,0,0,0,0,0,22.3,250.67,2
+31/07/2019,0,0,0,0,0,23.35,250.64,2
+01/08/2019,0,0,0,0,0.2,22.55,250.57,5
+02/08/2019,0,0,0,0,0,25.1,250.48,7
+03/08/2019,0,0,0,0,0,24.3,250.32,7
+04/08/2019,0,0,0,0,0,23.65,250.24,5
+05/08/2019,0,0,0,0,0,24.05,250.13,4
+06/08/2019,0,0,0,0,0,23.9,250.05,4
+07/08/2019,0,0,0,0,0,25.5,249.98,2
+08/08/2019,0,0,0,0,0,26.55,249.94,2
+09/08/2019,0,0,0,0,0,25.45,249.89,2
+10/08/2019,0,0,0,0,0,26.95,249.85,2
+11/08/2019,0,0,0,0,0,27,249.8,2
+12/08/2019,0,0,0,0,0,25.35,249.76,2
+13/08/2019,0,0,0,0,0,22.15,249.71,2
+14/08/2019,0,0,0,0,0,23.7,249.68,2
+15/08/2019,0,0,0,0,0,23.05,249.62,2
+16/08/2019,0,0,0,0,0,22.65,249.59,2
+17/08/2019,0,0,0,0,0,23.95,249.54,2
+18/08/2019,0,0,0,0,0,24.25,249.48,2
+19/08/2019,0,0,0,0,0,26,249.44,2
+20/08/2019,0,0,0,0,0,26.85,249.4,2
+21/08/2019,0,0,0,0,0,25.7,249.36,2.5
+22/08/2019,5.6,18.8,2.4,5,6.6,23.9,249.32,2.5
+23/08/2019,0.2,0,0,0,0,24.9,249.27,2.5
+24/08/2019,7.4,1.8,0,9.4,6.8,25.1,249.21,2
+25/08/2019,0,0.4,0.2,2.6,3.8,24.65,249.15,2
+26/08/2019,0.6,0,0,0,0.2,24.6,249.13,2
+27/08/2019,0.2,0,0,0,0,24.8,249.11,2
+28/08/2019,0,0,10.6,0,0,24.15,249.07,2
+29/08/2019,0,0,0,0,0,25.65,249.01,2
+30/08/2019,3.6,27.2,0,23,13,25.5,248.99,2
+31/08/2019,0,0,0.2,0,0,23.75,248.94,2
+01/09/2019,4.6,1.2,2.8,3,0.6,22.8,248.91,2
+02/09/2019,0.2,0,0,0,0,21.15,248.86,2
+03/09/2019,0,0,0,0,0,21.55,248.82,2
+04/09/2019,0,0,0,0,0,21,248.74,2
+05/09/2019,0,0,3,0,1.6,18.25,248.69,2
+06/09/2019,0.2,0,0.4,0,0.2,19.2,248.66,2
+07/09/2019,19.8,29.2,15.6,10,9.6,16.8,248.64,2
+08/09/2019,0,0,0,0,0,17.7,248.6,2
+09/09/2019,0,0,0,0,0,18.1,248.58,1.5
+10/09/2019,0,0,0,0,0,20.8,248.55,1.5
+11/09/2019,0,0,0,0,0,22.05,248.52,1.5
+12/09/2019,0,0,0,0,0,23.45,248.48,1
+13/09/2019,0,0,0,0,0,24,248.45,1
+14/09/2019,0,0,0,0,0,23.85,248.44,1
+15/09/2019,0,0,0,0,0,22.2,248.43,1
+16/09/2019,0,0,0,0,0,20.3,248.42,1
+17/09/2019,0,0,0,0,0,20.4,248.41,1
+18/09/2019,0,0.2,0,0,0,18.2,248.39,1
+19/09/2019,0,0,0,0,0,17.5,248.36,1
+20/09/2019,0,0,0,0,0,18.45,248.33,1
+21/09/2019,11.4,17.2,14.8,2.6,12.8,15.25,248.3,1
+22/09/2019,57.4,23.8,23.2,23.8,50,16.2,248.27,1
+23/09/2019,0,0,0,0,0,17.6,248.24,0.6
+24/09/2019,28,13,16.8,21.8,30.4,16.45,248.25,0.6
+25/09/2019,0,0,0,0,0,19.6,248.25,0.6
+26/09/2019,0,0.2,0,0,0,16.85,248.29,0.6
+27/09/2019,0,0.6,0.2,0,0,18.85,248.28,0.6
+28/09/2019,0.2,0,0.2,0,0,17.65,248.28,0.6
+29/09/2019,0,0,0.6,0,0.8,19.25,248.28,0.6
+30/09/2019,0,0,0,0,0,19.05,248.28,0.6
+01/10/2019,20.8,22.4,18.6,24,26.2,16.8,248.28,0.6
+02/10/2019,0,0.2,0.4,0,0,13.15,248.27,0.6
+03/10/2019,0,0,0,0,0,13.4,248.26,0.6
+04/10/2019,2,1,1.4,1.6,2.4,15.15,248.24,1
+05/10/2019,0.2,0.2,0.2,0,0,15.95,248.22,1
+06/10/2019,5,4.2,3.4,3.2,3.4,14.25,248.2,1
+07/10/2019,0,0,0,0,0,16.5,248.17,1
+08/10/2019,1.2,8.6,1.6,3,1.2,13.45,248.14,1
+09/10/2019,3,1.8,2.8,3,5.4,15.75,248.13,1
+10/10/2019,0,0,0,0,0,15.95,248.12,1
+11/10/2019,0.2,0,0.2,0,0,15.75,248.1,1
+12/10/2019,0,0,0,0,0,16.05,248.08,1
+13/10/2019,0.4,0,0,0,0,16.55,248.06,1
+14/10/2019,19.6,17.8,20.4,20,18,16.45,248.05,1
+15/10/2019,0,1.8,0,0.2,0,14.95,248.04,1
+16/10/2019,0,0,0,0,0,14.2,248.02,1
+17/10/2019,0,0.2,0.2,0,0,14.6,248.01,1
+18/10/2019,0.2,1,0,0,0.2,16.1,248,1
+19/10/2019,0,0,0,0,0,15.45,247.98,1
+20/10/2019,0,0,0,0,0,19.45,247.96,1
+21/10/2019,0,0,0,0,0,19.25,247.93,1
+22/10/2019,0.2,0,0.2,0,0,18.35,247.93,1
+23/10/2019,12.4,12.4,11.2,11.2,13,13.85,247.92,1
+24/10/2019,0.4,0.2,0.2,0.2,0.2,15.8,247.91,1
+25/10/2019,0,0,0,0,0,19.15,247.89,1
+26/10/2019,0.2,0,0.2,0.2,0,16.95,247.88,1
+27/10/2019,0.2,0,0.2,0,0.2,12.85,247.86,1
+28/10/2019,5.6,3.6,16,16.4,6.2,15.3,247.84,1
+29/10/2019,1,1.4,1,0.4,0.4,14.7,247.83,1
+30/10/2019,0.6,1.4,0.2,0.4,5.2,11.5,247.81,1
+31/10/2019,0,0,0,0.2,0,11.2,247.79,1
+01/11/2019,18.6,28,23.8,44.6,33.8,12.15,247.76,1
+02/11/2019,33.4,37.2,28,24.2,32,14.8,247.75,1
+03/11/2019,4.2,7,2.2,2.8,3.4,13.4,247.84,1
+04/11/2019,23,24.4,19,16.6,20.6,14,247.98,1
+05/11/2019,15,8.8,11.8,13.8,17.4,9.8,248.01,1
+06/11/2019,0,0,0,0,0,10,248.1,1
+07/11/2019,39.8,47.6,39.4,41.6,49.2,8.7,248.16,1
+08/11/2019,2,2.4,1.4,2.2,2.6,7.6,248.2,1
+09/11/2019,0.2,0,0.2,0.2,0.4,8.15,248.59,1
+10/11/2019,8.4,9,6.2,8.2,8.2,10.05,248.65,1
+11/11/2019,20.8,17.8,18.2,17.6,20.8,8.55,248.68,1
+12/11/2019,6.6,4.8,3.8,5,6.2,8.65,248.71,1
+13/11/2019,0.2,0,0.2,0.2,0.4,7.7,248.85,1
+14/11/2019,32.6,43.4,27.2,34.4,32.4,10.1,248.95,1
+15/11/2019,31.2,26.8,30,31.6,34.8,7.4,248.96,1
+16/11/2019,64.4,59.6,57.8,59,56.6,8.35,249.45,4.87
+17/11/2019,20,36.4,21,25.8,24,8.25,250.73,6.27
+18/11/2019,8.4,23.2,10.4,10.8,9.2,9.7,251.12,25
+19/11/2019,0.4,0,0.4,0.2,0.2,10.6,251.14,25
+20/11/2019,1,2,2.4,4.8,5.8,9.2,251.02,25
+21/11/2019,0,0.4,0.2,0.2,0,6.95,250.8,25
+22/11/2019,6.8,14,4.4,8.4,7,11,250.55,16
+23/11/2019,1.8,6.8,2.6,4.8,4,12.35,250.4,10.66
+24/11/2019,0.2,1,1.4,0.2,0.6,12.3,250.29,10.69
+25/11/2019,0,0,0,0,0,9.25,250.18,10.13
+26/11/2019,34,21.4,17.6,29,28.2,11.2,250.13,8.91
+27/11/2019,9.6,9.2,5.4,9.4,6.8,12,250.08,8.15
+28/11/2019,1.4,1.8,0.8,5.6,3.4,10.65,250.25,10.65
+29/11/2019,0,0.2,0,0,0.2,9.55,250.32,11.1
+30/11/2019,1.4,9.6,2.2,8.2,4.4,7.55,250.26,10.17
+01/12/2019,31.8,58.4,46.2,42.8,35.2,10.05,250.17,9.58
+02/12/2019,0,0,0,0,0,7.25,250.08,13.01
+03/12/2019,0,0,0,0,0,5.7,250.67,19.33
+04/12/2019,0,0,0,0,0,6.4,250.52,15.78
+05/12/2019,2.2,0.8,0.4,0,0.2,6,250.36,12.05
+06/12/2019,2,0.8,0.2,0,1.8,9.3,250.25,10.91
+07/12/2019,0,0,0,0,0.2,10.7,250.16,9.31
+08/12/2019,10.8,12.2,12.4,6.8,13,8.55,250.04,7.1
+09/12/2019,0,0,0,0,0,8.2,249.97,7.1
+10/12/2019,0,0,0.2,0,0,4.3,249.95,7.1
+11/12/2019,6.6,5.2,4.8,6.6,3,-0.35,249.88,7.1
+12/12/2019,30.4,34.8,25.2,39,47.4,1.8,249.83,7.1
+13/12/2019,0.2,1.2,0,0.8,0.6,4,249.75,7.1
+14/12/2019,0.4,4.2,0,0.4,1.4,10.15,250.17,7.1
+15/12/2019,0.2,2.4,0,0.4,0.6,11.85,250.12,7.1
+16/12/2019,0,0.2,0,0,0,12.05,250.12,9.1
+17/12/2019,0,0,0,0,0,10.7,250.09,8.1
+18/12/2019,0,0,0,0,0,11.4,250.02,7.56
+19/12/2019,23,29.2,7.6,23,17,9.5,249.94,7.2
+20/12/2019,31.8,28.4,20,32.8,22.4,10.65,249.87,7.2
+21/12/2019,34.8,36.8,30.6,39.8,39.6,8.5,250.11,11.63
+22/12/2019,0,0.2,0,0,0,9.95,251.14,30.99
+23/12/2019,0.2,0,0,0,0,7.95,251.09,28.47
+24/12/2019,0,0,0,0,0.2,9,250.8,21.18
+25/12/2019,0.2,0,0,0.2,0,9.25,250.6,15.83
+26/12/2019,0.2,0,0,0,0,5.45,250.44,12.65
+27/12/2019,0,0,0,0,0,7.2,250.32,11.14
+28/12/2019,0,0,0,0,0,5.2,250.21,9.9
+29/12/2019,0,0,0,0,0,4.2,250.13,8.75
+30/12/2019,0.2,0,0,0,0,4.3,250.04,7.42
+31/12/2019,0,0,0,0,0,5.8,249.94,7.2
+01/01/2020,0,0,0,0,0,7.05,249.92,7.2
+02/01/2020,0.2,0,0,0,0,4.7,249.86,7.2
+03/01/2020,0,0,0,0,0.4,8.25,249.75,7.2
+04/01/2020,0,0,0,0,0,6.5,249.66,7.2
+05/01/2020,0.2,0,0,0,0,5.9,249.56,7.2
+06/01/2020,0,0,0,0,0,3.45,249.44,7.2
+07/01/2020,0.2,0,0,0,0,8.75,249.33,7.2
+08/01/2020,0,0,0,0,0,5.45,249.23,2
+09/01/2020,0,0,0,0,0,6.6,249.22,2
+10/01/2020,0,0,0,0,0,8.25,249.21,2
+11/01/2020,0,0,0,0,0,7.95,249.2,2
+12/01/2020,0.2,0,0,0,0,4.65,249.18,2
+13/01/2020,0,0,0,0,0,3.6,249.15,1.5
+14/01/2020,0.2,0.2,0,0,0.8,6.45,249.15,1.5
+15/01/2020,0,0,0,0,0,8,249.15,1.5
+16/01/2020,0.6,1.4,0.2,0.6,1,5,249.15,1.5
+17/01/2020,16,13.2,16.4,10,15.8,5.8,249.15,1.5
+18/01/2020,0,0.6,0.4,0,0,6.25,249.16,1.5
+19/01/2020,0,0,0,0,0,5.75,249.15,1.5
+20/01/2020,0,0,0,0,0,5,249.15,1.5
+21/01/2020,0,0,0,0,0,6.25,249.15,1.5
+22/01/2020,0,0,0,0,0,8.3,249.15,1.5
+23/01/2020,1.4,0.4,1,2,2.6,6.1,249.15,1.5
+24/01/2020,13,13.8,9,14.4,15.4,6.1,249.15,1.5
+25/01/2020,2,0.2,3.4,3.8,0.4,8.05,249.15,1.5
+26/01/2020,0.8,0.8,0.2,0.4,1.4,6.8,249.16,1.5
+27/01/2020,3,17.6,2.6,2.6,3.2,9.4,249.18,1.5
+28/01/2020,0,0,0,0,0,9.85,249.18,1.5
+29/01/2020,0,0.6,0,0.6,1.2,9,249.21,1.5
+30/01/2020,9.2,8.2,6.6,6.8,10.2,8.8,249.24,1.5
+31/01/2020,10.8,13.6,6.6,7,14.2,10.5,249.3,1.5
+01/02/2020,0,0,0,0,0,11.2,249.36,1.5
+02/02/2020,0.8,0.2,0.4,0,1,11.1,249.57,1.5
+03/02/2020,0,0.2,0,0,0,10.05,249.69,1.5
+04/02/2020,0,0,0,0,0,8.05,249.75,1.5
+05/02/2020,0,0,0,0,0,7,249.78,1.5
+06/02/2020,0,0,0,0,0,4.55,249.78,1.5
+07/02/2020,0,0,0,0,0,5.85,249.83,1.5
+08/02/2020,0,0,0,0,0,5.15,249.83,1.5
+09/02/2020,3.4,15.2,2.4,3.2,3.6,9.5,249.85,1.5
+10/02/2020,0,0,0,0,0,11.85,249.85,1.5
+11/02/2020,0,0.2,0,0,0,9.75,249.9,1.5
+12/02/2020,1.4,7.6,3,1.4,1,6.65,249.93,1.5
+13/02/2020,13.6,15.8,16,25.8,7.2,10.6,249.95,1.5
+14/02/2020,0,0,0,0,0,9,250.13,1.5
+15/02/2020,0,0,0,0,0,8.1,250.27,1.5
+16/02/2020,0.2,0.6,0,0,0,8.4,250.31,1.5
+17/02/2020,2.8,4,3.4,3,6.8,9.1,250.32,1.5
+18/02/2020,0.2,0,0.2,0,0.2,8.9,250.36,1.5
+19/02/2020,0,0,0,0,0.2,7.7,250.39,1.5
+20/02/2020,0,0,0,0,0,7.35,250.4,1.5
+21/02/2020,0,0,0,0,0,10.8,250.41,1.5
+22/02/2020,0,0,0,0,0,9.05,250.42,1.5
+23/02/2020,0,0,0,0,0,9.25,250.43,1.5
+24/02/2020,0,0.6,0,0,0,11,250.43,1.5
+25/02/2020,8,7.6,13,7,6.4,6.15,250.41,1.5
+26/02/2020,11.4,16.4,9.8,16.8,23.2,4,250.4,1.5
+27/02/2020,1,0.2,0.2,0.2,1.2,8.2,250.44,1.5
+28/02/2020,0,0,0,0,0,5.8,250.58,1.5
+29/02/2020,19.6,26,15.4,30.4,22.4,9.75,250.65,1.5
+01/03/2020,59.2,47,29.2,39,34.2,10.2,250.66,1.5
+02/03/2020,20.2,16.8,17.6,22.4,22.8,5.9,251.04,7.51
+03/03/2020,0,0.2,0,0,0.2,5.65,252,30.3
+04/03/2020,13.6,20.8,14.6,22.8,23.2,4.4,252.01,29.02
+05/03/2020,17.2,12.8,11.4,10.2,10.6,8.2,251.73,20.86
+06/03/2020,0.6,1,1,1,1,7.35,251.81,22.59
+07/03/2020,0,0,0,0,0,8.8,251.68,18.98
+08/03/2020,0.4,0.8,0.4,0.4,1,6.1,251.48,14.55
+09/03/2020,0,0,0,0,0,10.35,251.37,12.4
+10/03/2020,0,0,0,0,0,10.1,251.28,10.75
+11/03/2020,1.4,1,1,2.2,3.8,8.25,251.19,9.22
+12/03/2020,0.2,1,0.2,0,0,10.75,251.12,8.07
+13/03/2020,0,0.2,0,0,0,9.75,251.04,7.46
+14/03/2020,0,0,0,0,0,9.35,250.97,7.3
+15/03/2020,0,0,0,0,0,11.5,250.83,4.2
+16/03/2020,0,0,0,0,0,12,250.87,2
+17/03/2020,0,0,0,0,0,12.55,250.87,2
+18/03/2020,0,0,0,0,0,16.6,250.87,2
+19/03/2020,0,0,0,0,0,12.35,250.87,2
+20/03/2020,0,0,0,0,0,12.9,250.86,2
+21/03/2020,0,0,0,0,0,9.1,250.86,2
+22/03/2020,0,0,0,0,0,4.1,250.82,1
+23/03/2020,0.6,0,0,0,0,3.8,250.82,0.6
+24/03/2020,5.6,3,7.8,1,1,1.6,250.83,0.6
+25/03/2020,0,1.6,1,0,0,2.5,250.85,0.6
+26/03/2020,0,2,0.2,0,0.6,5.45,250.87,0.6
+27/03/2020,0,0,0,0,0,11.2,250.88,0.6
+28/03/2020,4.6,0,0,0,0,10.7,250.9,0.6
+29/03/2020,11.6,3.6,4.2,0.8,0,10.15,250.89,0.6
+30/03/2020,0,0.6,0,0,0,5.2,250.88,0.6
+31/03/2020,0,0,0,0,0,5.5,250.87,0.6
+01/04/2020,0,0,0,0,0,8,250.88,0.6
+02/04/2020,0,0,0,0,0,8.7,250.89,0.6
+03/04/2020,0,0,0,0,0,12.15,250.92,0.6
+04/04/2020,0,0,0,0,0,12.55,250.9,0.6
+05/04/2020,0,0,0,0,0,14.9,250.9,0.6
+06/04/2020,0,0,0,0,0,15.7,250.92,0.6
+07/04/2020,0,0,0,0,0,16.6,250.94,0.6
+08/04/2020,0,0,0,0,0,15.65,250.94,0.6
+09/04/2020,0,0,0,0,0,15.8,250.95,0.6
+10/04/2020,0,0,0,0,0,15.4,250.96,0.6
+11/04/2020,0,0,0,0,0,14.15,250.96,0.6
+12/04/2020,0,0,0,0.2,0.2,13.25,250.96,0.6
+13/04/2020,0.8,0.2,0.4,0.8,1.2,13.2,250.94,0.6
+14/04/2020,0,0,0,0,0,10.3,250.94,0.6
+15/04/2020,0,0,0,0,0,12.2,250.94,0.6
+16/04/2020,0,0,0,0,0,12.45,250.94,0.6
+17/04/2020,0,0,0,0,0,14.05,250.94,0.6
+18/04/2020,1.4,0.4,0.4,1,0.2,16.05,250.94,0.6
+19/04/2020,13.2,17.6,14.2,16.6,20.2,12.75,250.94,0.6
+20/04/2020,8.4,8.6,6.4,5.6,6.4,10,250.94,0.6
+21/04/2020,1.4,1.8,1.8,1.4,0.4,12.95,250.94,0.6
+22/04/2020,0,0,0,0,0,14.55,250.96,0.6
+23/04/2020,0,0,0,0,0,13.75,250.98,0.6
+24/04/2020,0,0,0,0,0,13.4,250.98,0.6
+25/04/2020,0,0,0,0,0,13.65,250.98,0.6
+26/04/2020,0,0,0,0,0,14.4,250.98,0.6
+27/04/2020,19,22.6,10.6,10.8,12.2,12.35,250.98,0.6
+28/04/2020,5.6,6.4,6.2,4.8,8.4,14.1,250.98,0.6
+29/04/2020,0,0,0,0,0,14.55,250.99,0.6
+30/04/2020,3,3.4,2.8,2.4,6.8,14.7,251,0.6
+01/05/2020,0.6,0,0.6,0.2,0.8,16.55,251.01,0.6
+02/05/2020,0,0,0,0,0,16,251.02,0.6
+03/05/2020,0,0,0,0,0,15.3,251.03,0.6
+04/05/2020,0,0,0,0,0,14,251.05,0.6
+05/05/2020,0,0,0,0,0,15.75,251.06,0.6
+06/05/2020,0,0,0,0,0,17.5,251.09,0.6
+07/05/2020,0,0,0,0,0,16.7,251.11,0.6
+08/05/2020,0,0,0,0,0,16.4,251.11,0.6
+09/05/2020,0,0,0,0,0,18.15,251.11,0.6
+10/05/2020,6.4,12.4,8.2,13.8,15.2,14,251.12,0.6
+11/05/2020,11.6,6.8,4,5,14.2,15.4,251.12,0.6
+12/05/2020,0.2,0,0,0,0,16.75,251.13,0.6
+13/05/2020,0,0,0.2,0,0,19.7,251.11,0.6
+14/05/2020,4.8,3.6,2,2.6,7,15.8,251.08,0.6
+15/05/2020,0,0,0,0,0,15.95,251.06,0.6
+16/05/2020,1,0,0.8,0,0,19.55,251.04,0.6
+17/05/2020,7.4,4.2,5.4,3.2,2.6,18.9,251.03,0.6
+18/05/2020,13.4,25.4,9.2,10.6,9.8,16.95,251.02,0.6
+19/05/2020,5.8,15.4,4.4,9.4,11.6,16.2,251.05,0.6
+20/05/2020,0,0,0,0,0,19.1,251.06,0.6
+21/05/2020,0,0,0,0,0,18.3,251.05,0.6
+22/05/2020,0,0,0,0,0,18.5,251.05,0.6
+23/05/2020,0.6,0,0,0,0.2,19.4,251.04,0.6
+24/05/2020,0,0,0,0,0,20.05,251.03,0.6
+25/05/2020,0,0,0,0,0,18.55,251.02,0.6
+26/05/2020,0,0,0,0,0,17,251,0.6
+27/05/2020,0,0,0,0,0,15.35,251,0.6
+28/05/2020,17.2,16.4,19,15.2,14.6,13,250.98,0.6
+29/05/2020,0,0,0,0,0,15.8,250.98,0.6
+30/05/2020,0,0.2,0,0,0.4,15.45,250.99,0.6
+31/05/2020,0,0,0,0,0,17.4,250.99,0.6
+01/06/2020,0,0,0,0,0,17.55,251,0.6
+02/06/2020,0,0,0,0,0,17.05,251,0.6
+03/06/2020,6.4,26.8,6.6,14.6,7.8,16.2,251.01,0.6
+04/06/2020,1.8,0.8,2,4,3.2,18.15,251.01,0.6
+05/06/2020,0,0,0,0,0,17.9,251.01,0.6
+06/06/2020,4.4,0.8,2.8,0.2,0.2,18.25,251,0.6
+07/06/2020,1.6,1.6,2.4,1.2,0.4,17.45,250.99,0.6
+08/06/2020,0.6,0,8.6,0.2,0,17.25,250.98,0.6
+09/06/2020,6.6,0.2,0.2,0.6,0.6,15.5,250.97,0.6
+10/06/2020,0,1.2,1.6,0.2,0,15.4,250.96,0.6
+11/06/2020,0,0.2,0,0,0,17.1,250.95,0.6
+12/06/2020,16,8,8,15,19.8,18.45,250.94,0.6
+13/06/2020,0.4,0.6,1,2.2,2.4,16.7,250.94,0.6
+14/06/2020,16.6,5.2,6.8,23.2,6.2,18,250.93,0.6
+15/06/2020,2.8,2.2,11.2,0.4,6.6,18.15,250.92,0.6
+16/06/2020,3.2,1.8,1,2.4,8.6,18.15,250.92,0.6
+17/06/2020,0,0,0,0,0,17.9,250.91,0.6
+18/06/2020,0,0,0,0,0,17.65,250.93,0.6
+19/06/2020,0,0,0,0,0,18.8,250.92,0.6
+20/06/2020,0,0,0,0,0,20,250.9,0.6
+21/06/2020,0,0,0,0,0,21.95,250.88,0.6
+22/06/2020,0,0,0,0,0,23.05,250.86,0.6
+23/06/2020,0,0,0,0,0,22.5,250.86,0.6
+24/06/2020,0,0,0,0,0,22.15,250.86,0.6
+25/06/2020,0,0,0,0,0,22.35,250.87,0.6
+26/06/2020,0,0,0,0,0,22.5,250.85,0.6
+27/06/2020,0,0,0,0,0,23.4,250.84,0.6
+28/06/2020,0,0,0,0,0,21.5,250.83,0.6
+29/06/2020,0,0,0,0,0,23.2,250.82,0.6
+30/06/2020,0,0,0,0,0,22.75,250.8,0.6
\ No newline at end of file
diff --git a/Ricardo/Time-Series/Data/River_Arno.csv b/Ricardo/Time-Series/Data/River_Arno.csv
new file mode 100644
index 0000000000..da7e0d1ffd
--- /dev/null
+++ b/Ricardo/Time-Series/Data/River_Arno.csv
@@ -0,0 +1,8218 @@
+Date,Rainfall_Le_Croci,Rainfall_Cavallina,Rainfall_S_Agata,Rainfall_Mangona,Rainfall_S_Piero,Rainfall_Vernio,Rainfall_Stia,Rainfall_Consuma,Rainfall_Incisa,Rainfall_Montevarchi,Rainfall_S_Savino,Rainfall_Laterina,Rainfall_Bibbiena,Rainfall_Camaldoli,Temperature_Firenze,Hydrometry_Nave_di_Rosano
+01/01/1998,,,,,,,,,,,,,,,,1.82
+02/01/1998,,,,,,,,,,,,,,,,1.94
+03/01/1998,,,,,,,,,,,,,,,,2.11
+04/01/1998,,,,,,,,,,,,,,,,1.84
+05/01/1998,,,,,,,,,,,,,,,,1.88
+06/01/1998,,,,,,,,,,,,,,,,1.79
+07/01/1998,,,,,,,,,,,,,,,,1.77
+08/01/1998,,,,,,,,,,,,,,,,1.83
+09/01/1998,,,,,,,,,,,,,,,,1.82
+10/01/1998,,,,,,,,,,,,,,,,1.63
+11/01/1998,,,,,,,,,,,,,,,,1.46
+12/01/1998,,,,,,,,,,,,,,,,1.59
+13/01/1998,,,,,,,,,,,,,,,,1.68
+14/01/1998,,,,,,,,,,,,,,,,1.71
+15/01/1998,,,,,,,,,,,,,,,,1.79
+16/01/1998,,,,,,,,,,,,,,,,1.81
+17/01/1998,,,,,,,,,,,,,,,,1.83
+18/01/1998,,,,,,,,,,,,,,,,1.63
+19/01/1998,,,,,,,,,,,,,,,,2.06
+20/01/1998,,,,,,,,,,,,,,,,3.04
+21/01/1998,,,,,,,,,,,,,,,,2.64
+22/01/1998,,,,,,,,,,,,,,,,2.23
+23/01/1998,,,,,,,,,,,,,,,,2.22
+24/01/1998,,,,,,,,,,,,,,,,1.72
+25/01/1998,,,,,,,,,,,,,,,,1.68
+26/01/1998,,,,,,,,,,,,,,,,1.77
+27/01/1998,,,,,,,,,,,,,,,,1.75
+28/01/1998,,,,,,,,,,,,,,,,1.75
+29/01/1998,,,,,,,,,,,,,,,,1.72
+30/01/1998,,,,,,,,,,,,,,,,1.68
+31/01/1998,,,,,,,,,,,,,,,,1.56
+01/02/1998,,,,,,,,,,,,,,,,1.45
+02/02/1998,,,,,,,,,,,,,,,,1.49
+03/02/1998,,,,,,,,,,,,,,,,1.66
+04/02/1998,,,,,,,,,,,,,,,,1.96
+05/02/1998,,,,,,,,,,,,,,,,2.06
+06/02/1998,,,,,,,,,,,,,,,,1.92
+07/02/1998,,,,,,,,,,,,,,,,1.86
+08/02/1998,,,,,,,,,,,,,,,,1.63
+09/02/1998,,,,,,,,,,,,,,,,1.65
+10/02/1998,,,,,,,,,,,,,,,,1.72
+11/02/1998,,,,,,,,,,,,,,,,1.67
+12/02/1998,,,,,,,,,,,,,,,,1.69
+13/02/1998,,,,,,,,,,,,,,,,1.64
+14/02/1998,,,,,,,,,,,,,,,,1.48
+15/02/1998,,,,,,,,,,,,,,,,1.39
+16/02/1998,,,,,,,,,,,,,,,,1.51
+17/02/1998,,,,,,,,,,,,,,,,1.62
+18/02/1998,,,,,,,,,,,,,,,,1.52
+19/02/1998,,,,,,,,,,,,,,,,1.55
+20/02/1998,,,,,,,,,,,,,,,,1.49
+21/02/1998,,,,,,,,,,,,,,,,1.35
+22/02/1998,,,,,,,,,,,,,,,,1.34
+23/02/1998,,,,,,,,,,,,,,,,1.79
+24/02/1998,,,,,,,,,,,,,,,,2.33
+25/02/1998,,,,,,,,,,,,,,,,2.15
+26/02/1998,,,,,,,,,,,,,,,,2.07
+27/02/1998,,,,,,,,,,,,,,,,1.83
+28/02/1998,,,,,,,,,,,,,,,,1.55
+01/03/1998,,,,,,,,,,,,,,,,1.45
+02/03/1998,,,,,,,,,,,,,,,,1.56
+03/03/1998,,,,,,,,,,,,,,,,1.7
+04/03/1998,,,,,,,,,,,,,,,,1.69
+05/03/1998,,,,,,,,,,,,,,,,1.67
+06/03/1998,,,,,,,,,,,,,,,,1.59
+07/03/1998,,,,,,,,,,,,,,,,1.5
+08/03/1998,,,,,,,,,,,,,,,,1.38
+09/03/1998,,,,,,,,,,,,,,,,1.51
+10/03/1998,,,,,,,,,,,,,,,,1.61
+11/03/1998,,,,,,,,,,,,,,,,1.62
+12/03/1998,,,,,,,,,,,,,,,,1.69
+13/03/1998,,,,,,,,,,,,,,,,2.29
+14/03/1998,,,,,,,,,,,,,,,,2.09
+15/03/1998,,,,,,,,,,,,,,,,1.66
+16/03/1998,,,,,,,,,,,,,,,,1.86
+17/03/1998,,,,,,,,,,,,,,,,1.79
+18/03/1998,,,,,,,,,,,,,,,,1.71
+19/03/1998,,,,,,,,,,,,,,,,1.79
+20/03/1998,,,,,,,,,,,,,,,,1.75
+21/03/1998,,,,,,,,,,,,,,,,1.52
+22/03/1998,,,,,,,,,,,,,,,,1.36
+23/03/1998,,,,,,,,,,,,,,,,1.52
+24/03/1998,,,,,,,,,,,,,,,,1.77
+25/03/1998,,,,,,,,,,,,,,,,1.83
+26/03/1998,,,,,,,,,,,,,,,,1.91
+27/03/1998,,,,,,,,,,,,,,,,1.65
+28/03/1998,,,,,,,,,,,,,,,,1.69
+29/03/1998,,,,,,,,,,,,,,,,1.48
+30/03/1998,,,,,,,,,,,,,,,,1.83
+31/03/1998,,,,,,,,,,,,,,,,1.68
+01/04/1998,,,,,,,,,,,,,,,,1.7
+02/04/1998,,,,,,,,,,,,,,,,1.81
+03/04/1998,,,,,,,,,,,,,,,,1.81
+04/04/1998,,,,,,,,,,,,,,,,1.51
+05/04/1998,,,,,,,,,,,,,,,,1.43
+06/04/1998,,,,,,,,,,,,,,,,1.98
+07/04/1998,,,,,,,,,,,,,,,,2.02
+08/04/1998,,,,,,,,,,,,,,,,1.88
+09/04/1998,,,,,,,,,,,,,,,,1.87
+10/04/1998,,,,,,,,,,,,,,,,1.98
+11/04/1998,,,,,,,,,,,,,,,,2.52
+12/04/1998,,,,,,,,,,,,,,,,3.21
+13/04/1998,,,,,,,,,,,,,,,,3
+14/04/1998,,,,,,,,,,,,,,,,2.6
+15/04/1998,,,,,,,,,,,,,,,,2.47
+16/04/1998,,,,,,,,,,,,,,,,3.11
+17/04/1998,,,,,,,,,,,,,,,,3.22
+18/04/1998,,,,,,,,,,,,,,,,2.88
+19/04/1998,,,,,,,,,,,,,,,,2.64
+20/04/1998,,,,,,,,,,,,,,,,2.36
+21/04/1998,,,,,,,,,,,,,,,,2.06
+22/04/1998,,,,,,,,,,,,,,,,2.01
+23/04/1998,,,,,,,,,,,,,,,,2.01
+24/04/1998,,,,,,,,,,,,,,,,2.09
+25/04/1998,,,,,,,,,,,,,,,,1.69
+26/04/1998,,,,,,,,,,,,,,,,1.57
+27/04/1998,,,,,,,,,,,,,,,,1.75
+28/04/1998,,,,,,,,,,,,,,,,2.03
+29/04/1998,,,,,,,,,,,,,,,,2.37
+30/04/1998,,,,,,,,,,,,,,,,2.36
+01/05/1998,,,,,,,,,,,,,,,,2.37
+02/05/1998,,,,,,,,,,,,,,,,2.53
+03/05/1998,,,,,,,,,,,,,,,,2.42
+04/05/1998,,,,,,,,,,,,,,,,2.14
+05/05/1998,,,,,,,,,,,,,,,,2.21
+06/05/1998,,,,,,,,,,,,,,,,2.07
+07/05/1998,,,,,,,,,,,,,,,,2.11
+08/05/1998,,,,,,,,,,,,,,,,1.81
+09/05/1998,,,,,,,,,,,,,,,,1.66
+10/05/1998,,,,,,,,,,,,,,,,1.51
+11/05/1998,,,,,,,,,,,,,,,,1.64
+12/05/1998,,,,,,,,,,,,,,,,1.72
+13/05/1998,,,,,,,,,,,,,,,,1.71
+14/05/1998,,,,,,,,,,,,,,,,1.72
+15/05/1998,,,,,,,,,,,,,,,,1.54
+16/05/1998,,,,,,,,,,,,,,,,1.4
+17/05/1998,,,,,,,,,,,,,,,,1.38
+18/05/1998,,,,,,,,,,,,,,,,1.38
+19/05/1998,,,,,,,,,,,,,,,,1.43
+20/05/1998,,,,,,,,,,,,,,,,1.47
+21/05/1998,,,,,,,,,,,,,,,,1.44
+22/05/1998,,,,,,,,,,,,,,,,1.46
+23/05/1998,,,,,,,,,,,,,,,,1.46
+24/05/1998,,,,,,,,,,,,,,,,1.4
+25/05/1998,,,,,,,,,,,,,,,,1.46
+26/05/1998,,,,,,,,,,,,,,,,1.72
+27/05/1998,,,,,,,,,,,,,,,,1.51
+28/05/1998,,,,,,,,,,,,,,,,1.58
+29/05/1998,,,,,,,,,,,,,,,,1.83
+30/05/1998,,,,,,,,,,,,,,,,1.68
+31/05/1998,,,,,,,,,,,,,,,,1.52
+01/06/1998,,,,,,,,,,,,,,,,1.6
+02/06/1998,,,,,,,,,,,,,,,,1.5
+03/06/1998,,,,,,,,,,,,,,,,1.52
+04/06/1998,,,,,,,,,,,,,,,,1.49
+05/06/1998,,,,,,,,,,,,,,,,1.4
+06/06/1998,,,,,,,,,,,,,,,,1.35
+07/06/1998,,,,,,,,,,,,,,,,1.29
+08/06/1998,,,,,,,,,,,,,,,,1.37
+09/06/1998,,,,,,,,,,,,,,,,1.41
+10/06/1998,,,,,,,,,,,,,,,,1.37
+11/06/1998,,,,,,,,,,,,,,,,1.58
+12/06/1998,,,,,,,,,,,,,,,,1.69
+13/06/1998,,,,,,,,,,,,,,,,1.69
+14/06/1998,,,,,,,,,,,,,,,,1.51
+15/06/1998,,,,,,,,,,,,,,,,1.43
+16/06/1998,,,,,,,,,,,,,,,,1.48
+17/06/1998,,,,,,,,,,,,,,,,1.39
+18/06/1998,,,,,,,,,,,,,,,,1.37
+19/06/1998,,,,,,,,,,,,,,,,1.39
+20/06/1998,,,,,,,,,,,,,,,,1.34
+21/06/1998,,,,,,,,,,,,,,,,1.25
+22/06/1998,,,,,,,,,,,,,,,,1.23
+23/06/1998,,,,,,,,,,,,,,,,1.25
+24/06/1998,,,,,,,,,,,,,,,,1.26
+25/06/1998,,,,,,,,,,,,,,,,1.24
+26/06/1998,,,,,,,,,,,,,,,,1.22
+27/06/1998,,,,,,,,,,,,,,,,1.29
+28/06/1998,,,,,,,,,,,,,,,,1.18
+29/06/1998,,,,,,,,,,,,,,,,1.17
+30/06/1998,,,,,,,,,,,,,,,,1.22
+01/07/1998,,,,,,,,,,,,,,,,1.23
+02/07/1998,,,,,,,,,,,,,,,,1.22
+03/07/1998,,,,,,,,,,,,,,,,1.2
+04/07/1998,,,,,,,,,,,,,,,,1.19
+05/07/1998,,,,,,,,,,,,,,,,1.15
+06/07/1998,,,,,,,,,,,,,,,,1.14
+07/07/1998,,,,,,,,,,,,,,,,1.18
+08/07/1998,,,,,,,,,,,,,,,,1.17
+09/07/1998,,,,,,,,,,,,,,,,1.15
+10/07/1998,,,,,,,,,,,,,,,,1.15
+11/07/1998,,,,,,,,,,,,,,,,1.15
+12/07/1998,,,,,,,,,,,,,,,,1.15
+13/07/1998,,,,,,,,,,,,,,,,1.14
+14/07/1998,,,,,,,,,,,,,,,,1.22
+15/07/1998,,,,,,,,,,,,,,,,1.23
+16/07/1998,,,,,,,,,,,,,,,,1.17
+17/07/1998,,,,,,,,,,,,,,,,1.15
+18/07/1998,,,,,,,,,,,,,,,,1.15
+19/07/1998,,,,,,,,,,,,,,,,1.14
+20/07/1998,,,,,,,,,,,,,,,,1.13
+21/07/1998,,,,,,,,,,,,,,,,1.13
+22/07/1998,,,,,,,,,,,,,,,,1.12
+23/07/1998,,,,,,,,,,,,,,,,1.12
+24/07/1998,,,,,,,,,,,,,,,,1.11
+25/07/1998,,,,,,,,,,,,,,,,1.11
+26/07/1998,,,,,,,,,,,,,,,,1.11
+27/07/1998,,,,,,,,,,,,,,,,1.12
+28/07/1998,,,,,,,,,,,,,,,,1.12
+29/07/1998,,,,,,,,,,,,,,,,1.11
+30/07/1998,,,,,,,,,,,,,,,,1.1
+31/07/1998,,,,,,,,,,,,,,,,1.09
+01/08/1998,,,,,,,,,,,,,,,,1.11
+02/08/1998,,,,,,,,,,,,,,,,1.11
+03/08/1998,,,,,,,,,,,,,,,,1.12
+04/08/1998,,,,,,,,,,,,,,,,1.12
+05/08/1998,,,,,,,,,,,,,,,,1.12
+06/08/1998,,,,,,,,,,,,,,,,1.1
+07/08/1998,,,,,,,,,,,,,,,,1.1
+08/08/1998,,,,,,,,,,,,,,,,1.1
+09/08/1998,,,,,,,,,,,,,,,,1.09
+10/08/1998,,,,,,,,,,,,,,,,1.1
+11/08/1998,,,,,,,,,,,,,,,,1.09
+12/08/1998,,,,,,,,,,,,,,,,1.09
+13/08/1998,,,,,,,,,,,,,,,,1.08
+14/08/1998,,,,,,,,,,,,,,,,1.09
+15/08/1998,,,,,,,,,,,,,,,,1.09
+16/08/1998,,,,,,,,,,,,,,,,1.09
+17/08/1998,,,,,,,,,,,,,,,,1.09
+18/08/1998,,,,,,,,,,,,,,,,1.09
+19/08/1998,,,,,,,,,,,,,,,,1.11
+20/08/1998,,,,,,,,,,,,,,,,1.11
+21/08/1998,,,,,,,,,,,,,,,,1.11
+22/08/1998,,,,,,,,,,,,,,,,1.1
+23/08/1998,,,,,,,,,,,,,,,,1.09
+24/08/1998,,,,,,,,,,,,,,,,1.09
+25/08/1998,,,,,,,,,,,,,,,,1.09
+26/08/1998,,,,,,,,,,,,,,,,1.07
+27/08/1998,,,,,,,,,,,,,,,,1.08
+28/08/1998,,,,,,,,,,,,,,,,1.09
+29/08/1998,,,,,,,,,,,,,,,,1.07
+30/08/1998,,,,,,,,,,,,,,,,1.06
+31/08/1998,,,,,,,,,,,,,,,,1.08
+01/09/1998,,,,,,,,,,,,,,,,1.09
+02/09/1998,,,,,,,,,,,,,,,,1.09
+03/09/1998,,,,,,,,,,,,,,,,1.13
+04/09/1998,,,,,,,,,,,,,,,,1.12
+05/09/1998,,,,,,,,,,,,,,,,1.16
+06/09/1998,,,,,,,,,,,,,,,,1.17
+07/09/1998,,,,,,,,,,,,,,,,1.14
+08/09/1998,,,,,,,,,,,,,,,,1.13
+09/09/1998,,,,,,,,,,,,,,,,1.11
+10/09/1998,,,,,,,,,,,,,,,,1.11
+11/09/1998,,,,,,,,,,,,,,,,1.12
+12/09/1998,,,,,,,,,,,,,,,,1.17
+13/09/1998,,,,,,,,,,,,,,,,1.19
+14/09/1998,,,,,,,,,,,,,,,,1.16
+15/09/1998,,,,,,,,,,,,,,,,1.13
+16/09/1998,,,,,,,,,,,,,,,,1.12
+17/09/1998,,,,,,,,,,,,,,,,1.12
+18/09/1998,,,,,,,,,,,,,,,,1.1
+19/09/1998,,,,,,,,,,,,,,,,1.09
+20/09/1998,,,,,,,,,,,,,,,,1.09
+21/09/1998,,,,,,,,,,,,,,,,1.09
+22/09/1998,,,,,,,,,,,,,,,,1.1
+23/09/1998,,,,,,,,,,,,,,,,1.1
+24/09/1998,,,,,,,,,,,,,,,,1.13
+25/09/1998,,,,,,,,,,,,,,,,1.2
+26/09/1998,,,,,,,,,,,,,,,,1.24
+27/09/1998,,,,,,,,,,,,,,,,1.62
+28/09/1998,,,,,,,,,,,,,,,,1.51
+29/09/1998,,,,,,,,,,,,,,,,1.31
+30/09/1998,,,,,,,,,,,,,,,,1.25
+01/10/1998,,,,,,,,,,,,,,,,1.52
+02/10/1998,,,,,,,,,,,,,,,,1.67
+03/10/1998,,,,,,,,,,,,,,,,1.4
+04/10/1998,,,,,,,,,,,,,,,,1.49
+05/10/1998,,,,,,,,,,,,,,,,1.63
+06/10/1998,,,,,,,,,,,,,,,,2.64
+07/10/1998,,,,,,,,,,,,,,,,2.25
+08/10/1998,,,,,,,,,,,,,,,,1.96
+09/10/1998,,,,,,,,,,,,,,,,1.82
+10/10/1998,,,,,,,,,,,,,,,,1.65
+11/10/1998,,,,,,,,,,,,,,,,1.37
+12/10/1998,,,,,,,,,,,,,,,,1.34
+13/10/1998,,,,,,,,,,,,,,,,1.36
+14/10/1998,,,,,,,,,,,,,,,,1.41
+15/10/1998,,,,,,,,,,,,,,,,1.37
+16/10/1998,,,,,,,,,,,,,,,,1.37
+17/10/1998,,,,,,,,,,,,,,,,1.3
+18/10/1998,,,,,,,,,,,,,,,,1.67
+19/10/1998,,,,,,,,,,,,,,,,2.73
+20/10/1998,,,,,,,,,,,,,,,,3.13
+21/10/1998,,,,,,,,,,,,,,,,2.46
+22/10/1998,,,,,,,,,,,,,,,,1.81
+23/10/1998,,,,,,,,,,,,,,,,1.63
+24/10/1998,,,,,,,,,,,,,,,,1.49
+25/10/1998,,,,,,,,,,,,,,,,1.43
+26/10/1998,,,,,,,,,,,,,,,,1.68
+27/10/1998,,,,,,,,,,,,,,,,1.72
+28/10/1998,,,,,,,,,,,,,,,,1.72
+29/10/1998,,,,,,,,,,,,,,,,1.51
+30/10/1998,,,,,,,,,,,,,,,,1.54
+31/10/1998,,,,,,,,,,,,,,,,1.42
+01/11/1998,,,,,,,,,,,,,,,,1.32
+02/11/1998,,,,,,,,,,,,,,,,1.38
+03/11/1998,,,,,,,,,,,,,,,,1.38
+04/11/1998,,,,,,,,,,,,,,,,2.76
+05/11/1998,,,,,,,,,,,,,,,,2.94
+06/11/1998,,,,,,,,,,,,,,,,2.17
+07/11/1998,,,,,,,,,,,,,,,,1.85
+08/11/1998,,,,,,,,,,,,,,,,1.64
+09/11/1998,,,,,,,,,,,,,,,,1.56
+10/11/1998,,,,,,,,,,,,,,,,1.64
+11/11/1998,,,,,,,,,,,,,,,,2.22
+12/11/1998,,,,,,,,,,,,,,,,2.07
+13/11/1998,,,,,,,,,,,,,,,,1.77
+14/11/1998,,,,,,,,,,,,,,,,1.69
+15/11/1998,,,,,,,,,,,,,,,,1.7
+16/11/1998,,,,,,,,,,,,,,,,1.82
+17/11/1998,,,,,,,,,,,,,,,,1.77
+18/11/1998,,,,,,,,,,,,,,,,1.76
+19/11/1998,,,,,,,,,,,,,,,,1.69
+20/11/1998,,,,,,,,,,,,,,,,1.5
+21/11/1998,,,,,,,,,,,,,,,,1.43
+22/11/1998,,,,,,,,,,,,,,,,1.34
+23/11/1998,,,,,,,,,,,,,,,,1.45
+24/11/1998,,,,,,,,,,,,,,,,1.57
+25/11/1998,,,,,,,,,,,,,,,,1.63
+26/11/1998,,,,,,,,,,,,,,,,1.56
+27/11/1998,,,,,,,,,,,,,,,,1.51
+28/11/1998,,,,,,,,,,,,,,,,1.36
+29/11/1998,,,,,,,,,,,,,,,,1.31
+30/11/1998,,,,,,,,,,,,,,,,1.35
+01/12/1998,,,,,,,,,,,,,,,,1.55
+02/12/1998,,,,,,,,,,,,,,,,1.67
+03/12/1998,,,,,,,,,,,,,,,,1.69
+04/12/1998,,,,,,,,,,,,,,,,1.77
+05/12/1998,,,,,,,,,,,,,,,,1.88
+06/12/1998,,,,,,,,,,,,,,,,1.7
+07/12/1998,,,,,,,,,,,,,,,,1.62
+08/12/1998,,,,,,,,,,,,,,,,1.5
+09/12/1998,,,,,,,,,,,,,,,,1.52
+10/12/1998,,,,,,,,,,,,,,,,1.59
+11/12/1998,,,,,,,,,,,,,,,,
+12/12/1998,,,,,,,,,,,,,,,,
+13/12/1998,,,,,,,,,,,,,,,,
+14/12/1998,,,,,,,,,,,,,,,,
+15/12/1998,,,,,,,,,,,,,,,,
+16/12/1998,,,,,,,,,,,,,,,,
+17/12/1998,,,,,,,,,,,,,,,,
+18/12/1998,,,,,,,,,,,,,,,,
+19/12/1998,,,,,,,,,,,,,,,,
+20/12/1998,,,,,,,,,,,,,,,,
+21/12/1998,,,,,,,,,,,,,,,,
+22/12/1998,,,,,,,,,,,,,,,,
+23/12/1998,,,,,,,,,,,,,,,,
+24/12/1998,,,,,,,,,,,,,,,,
+25/12/1998,,,,,,,,,,,,,,,,
+26/12/1998,,,,,,,,,,,,,,,,
+27/12/1998,,,,,,,,,,,,,,,,
+28/12/1998,,,,,,,,,,,,,,,,
+29/12/1998,,,,,,,,,,,,,,,,
+30/12/1998,,,,,,,,,,,,,,,,
+31/12/1998,,,,,,,,,,,,,,,,
+01/01/1999,,,,,,,,,,,,,,,,1.47
+02/01/1999,,,,,,,,,,,,,,,,1.38
+03/01/1999,,,,,,,,,,,,,,,,1.37
+04/01/1999,,,,,,,,,,,,,,,,1.34
+05/01/1999,,,,,,,,,,,,,,,,1.52
+06/01/1999,,,,,,,,,,,,,,,,1.43
+07/01/1999,,,,,,,,,,,,,,,,1.41
+08/01/1999,,,,,,,,,,,,,,,,1.55
+09/01/1999,,,,,,,,,,,,,,,,1.48
+10/01/1999,,,,,,,,,,,,,,,,1.41
+11/01/1999,,,,,,,,,,,,,,,,2.47
+12/01/1999,,,,,,,,,,,,,,,,2.81
+13/01/1999,,,,,,,,,,,,,,,,2.78
+14/01/1999,,,,,,,,,,,,,,,,2.56
+15/01/1999,,,,,,,,,,,,,,,,2.27
+16/01/1999,,,,,,,,,,,,,,,,1.97
+17/01/1999,,,,,,,,,,,,,,,,1.77
+18/01/1999,,,,,,,,,,,,,,,,1.79
+19/01/1999,,,,,,,,,,,,,,,,1.93
+20/01/1999,,,,,,,,,,,,,,,,1.87
+21/01/1999,,,,,,,,,,,,,,,,1.75
+22/01/1999,,,,,,,,,,,,,,,,1.62
+23/01/1999,,,,,,,,,,,,,,,,1.5
+24/01/1999,,,,,,,,,,,,,,,,1.47
+25/01/1999,,,,,,,,,,,,,,,,1.53
+26/01/1999,,,,,,,,,,,,,,,,1.71
+27/01/1999,,,,,,,,,,,,,,,,1.98
+28/01/1999,,,,,,,,,,,,,,,,2.11
+29/01/1999,,,,,,,,,,,,,,,,1.93
+30/01/1999,,,,,,,,,,,,,,,,1.58
+31/01/1999,,,,,,,,,,,,,,,,1.51
+01/02/1999,,,,,,,,,,,,,,,,1.55
+02/02/1999,,,,,,,,,,,,,,,,1.68
+03/02/1999,,,,,,,,,,,,,,,,1.62
+04/02/1999,,,,,,,,,,,,,,,,1.59
+05/02/1999,,,,,,,,,,,,,,,,1.65
+06/02/1999,,,,,,,,,,,,,,,,1.49
+07/02/1999,,,,,,,,,,,,,,,,1.4
+08/02/1999,,,,,,,,,,,,,,,,1.48
+09/02/1999,,,,,,,,,,,,,,,,1.76
+10/02/1999,,,,,,,,,,,,,,,,3.89
+11/02/1999,,,,,,,,,,,,,,,,3.26
+12/02/1999,,,,,,,,,,,,,,,,2.6
+13/02/1999,,,,,,,,,,,,,,,,2.46
+14/02/1999,,,,,,,,,,,,,,,,1.77
+15/02/1999,,,,,,,,,,,,,,,,1.91
+16/02/1999,,,,,,,,,,,,,,,,2.03
+17/02/1999,,,,,,,,,,,,,,,,1.98
+18/02/1999,,,,,,,,,,,,,,,,1.79
+19/02/1999,,,,,,,,,,,,,,,,1.73
+20/02/1999,,,,,,,,,,,,,,,,1.78
+21/02/1999,,,,,,,,,,,,,,,,1.66
+22/02/1999,,,,,,,,,,,,,,,,1.79
+23/02/1999,,,,,,,,,,,,,,,,2.52
+24/02/1999,,,,,,,,,,,,,,,,2.13
+25/02/1999,,,,,,,,,,,,,,,,2.15
+26/02/1999,,,,,,,,,,,,,,,,2.06
+27/02/1999,,,,,,,,,,,,,,,,1.84
+28/02/1999,,,,,,,,,,,,,,,,1.64
+01/03/1999,,,,,,,,,,,,,,,,1.8
+02/03/1999,,,,,,,,,,,,,,,,1.86
+03/03/1999,,,,,,,,,,,,,,,,1.88
+04/03/1999,,,,,,,,,,,,,,,,1.9
+05/03/1999,,,,,,,,,,,,,,,,2.96
+06/03/1999,,,,,,,,,,,,,,,,3.13
+07/03/1999,,,,,,,,,,,,,,,,2.96
+08/03/1999,,,,,,,,,,,,,,,,2.67
+09/03/1999,,,,,,,,,,,,,,,,2.37
+10/03/1999,,,,,,,,,,,,,,,,2.31
+11/03/1999,,,,,,,,,,,,,,,,2.3
+12/03/1999,,,,,,,,,,,,,,,,2.23
+13/03/1999,,,,,,,,,,,,,,,,2.05
+14/03/1999,,,,,,,,,,,,,,,,1.67
+15/03/1999,,,,,,,,,,,,,,,,1.87
+16/03/1999,,,,,,,,,,,,,,,,1.98
+17/03/1999,,,,,,,,,,,,,,,,1.92
+18/03/1999,,,,,,,,,,,,,,,,1.85
+19/03/1999,,,,,,,,,,,,,,,,1.77
+20/03/1999,,,,,,,,,,,,,,,,1.6
+21/03/1999,,,,,,,,,,,,,,,,1.46
+22/03/1999,,,,,,,,,,,,,,,,1.67
+23/03/1999,,,,,,,,,,,,,,,,1.91
+24/03/1999,,,,,,,,,,,,,,,,1.7
+25/03/1999,,,,,,,,,,,,,,,,1.66
+26/03/1999,,,,,,,,,,,,,,,,1.7
+27/03/1999,,,,,,,,,,,,,,,,2.09
+28/03/1999,,,,,,,,,,,,,,,,2.37
+29/03/1999,,,,,,,,,,,,,,,,2.27
+30/03/1999,,,,,,,,,,,,,,,,2.1
+31/03/1999,,,,,,,,,,,,,,,,1.96
+01/04/1999,,,,,,,,,,,,,,,,1.87
+02/04/1999,,,,,,,,,,,,,,,,1.82
+03/04/1999,,,,,,,,,,,,,,,,1.62
+04/04/1999,,,,,,,,,,,,,,,,1.51
+05/04/1999,,,,,,,,,,,,,,,,1.49
+06/04/1999,,,,,,,,,,,,,,,,1.6
+07/04/1999,,,,,,,,,,,,,,,,1.72
+08/04/1999,,,,,,,,,,,,,,,,2.02
+09/04/1999,,,,,,,,,,,,,,,,2.2
+10/04/1999,,,,,,,,,,,,,,,,2.13
+11/04/1999,,,,,,,,,,,,,,,,1.81
+12/04/1999,,,,,,,,,,,,,,,,1.99
+13/04/1999,,,,,,,,,,,,,,,,2.23
+14/04/1999,,,,,,,,,,,,,,,,2.23
+15/04/1999,,,,,,,,,,,,,,,,2.26
+16/04/1999,,,,,,,,,,,,,,,,2.47
+17/04/1999,,,,,,,,,,,,,,,,2.71
+18/04/1999,,,,,,,,,,,,,,,,2.45
+19/04/1999,,,,,,,,,,,,,,,,2.47
+20/04/1999,,,,,,,,,,,,,,,,2.67
+21/04/1999,,,,,,,,,,,,,,,,2.85
+22/04/1999,,,,,,,,,,,,,,,,2.53
+23/04/1999,,,,,,,,,,,,,,,,2.33
+24/04/1999,,,,,,,,,,,,,,,,2.35
+25/04/1999,,,,,,,,,,,,,,,,1.89
+26/04/1999,,,,,,,,,,,,,,,,2.03
+27/04/1999,,,,,,,,,,,,,,,,2.08
+28/04/1999,,,,,,,,,,,,,,,,2.03
+29/04/1999,,,,,,,,,,,,,,,,1.85
+30/04/1999,,,,,,,,,,,,,,,,1.88
+01/05/1999,,,,,,,,,,,,,,,,1.65
+02/05/1999,,,,,,,,,,,,,,,,1.55
+03/05/1999,,,,,,,,,,,,,,,,1.9
+04/05/1999,,,,,,,,,,,,,,,,1.92
+05/05/1999,,,,,,,,,,,,,,,,1.75
+06/05/1999,,,,,,,,,,,,,,,,1.74
+07/05/1999,,,,,,,,,,,,,,,,1.76
+08/05/1999,,,,,,,,,,,,,,,,1.59
+09/05/1999,,,,,,,,,,,,,,,,1.53
+10/05/1999,,,,,,,,,,,,,,,,1.84
+11/05/1999,,,,,,,,,,,,,,,,1.75
+12/05/1999,,,,,,,,,,,,,,,,1.71
+13/05/1999,,,,,,,,,,,,,,,,1.7
+14/05/1999,,,,,,,,,,,,,,,,1.61
+15/05/1999,,,,,,,,,,,,,,,,1.52
+16/05/1999,,,,,,,,,,,,,,,,1.42
+17/05/1999,,,,,,,,,,,,,,,,1.52
+18/05/1999,,,,,,,,,,,,,,,,1.59
+19/05/1999,,,,,,,,,,,,,,,,
+20/05/1999,,,,,,,,,,,,,,,,1.59
+21/05/1999,,,,,,,,,,,,,,,,2.07
+22/05/1999,,,,,,,,,,,,,,,,2.06
+23/05/1999,,,,,,,,,,,,,,,,1.62
+24/05/1999,,,,,,,,,,,,,,,,1.55
+25/05/1999,,,,,,,,,,,,,,,,1.59
+26/05/1999,,,,,,,,,,,,,,,,1.59
+27/05/1999,,,,,,,,,,,,,,,,1.55
+28/05/1999,,,,,,,,,,,,,,,,1.53
+29/05/1999,,,,,,,,,,,,,,,,1.4
+30/05/1999,,,,,,,,,,,,,,,,1.31
+31/05/1999,,,,,,,,,,,,,,,,1.3
+01/06/1999,,,,,,,,,,,,,,,,1.39
+02/06/1999,,,,,,,,,,,,,,,,1.36
+03/06/1999,,,,,,,,,,,,,,,,1.33
+04/06/1999,,,,,,,,,,,,,,,,1.34
+05/06/1999,,,,,,,,,,,,,,,,1.32
+06/06/1999,,,,,,,,,,,,,,,,1.27
+07/06/1999,,,,,,,,,,,,,,,,1.25
+08/06/1999,,,,,,,,,,,,,,,,1.37
+09/06/1999,,,,,,,,,,,,,,,,1.3
+10/06/1999,,,,,,,,,,,,,,,,1.31
+11/06/1999,,,,,,,,,,,,,,,,1.3
+12/06/1999,,,,,,,,,,,,,,,,1.31
+13/06/1999,,,,,,,,,,,,,,,,1.26
+14/06/1999,,,,,,,,,,,,,,,,1.34
+15/06/1999,,,,,,,,,,,,,,,,1.32
+16/06/1999,,,,,,,,,,,,,,,,1.37
+17/06/1999,,,,,,,,,,,,,,,,1.42
+18/06/1999,,,,,,,,,,,,,,,,1.45
+19/06/1999,,,,,,,,,,,,,,,,1.35
+20/06/1999,,,,,,,,,,,,,,,,1.93
+21/06/1999,,,,,,,,,,,,,,,,1.88
+22/06/1999,,,,,,,,,,,,,,,,1.76
+23/06/1999,,,,,,,,,,,,,,,,1.55
+24/06/1999,,,,,,,,,,,,,,,,1.55
+25/06/1999,,,,,,,,,,,,,,,,1.44
+26/06/1999,,,,,,,,,,,,,,,,1.35
+27/06/1999,,,,,,,,,,,,,,,,1.24
+28/06/1999,,,,,,,,,,,,,,,,1.26
+29/06/1999,,,,,,,,,,,,,,,,1.27
+30/06/1999,,,,,,,,,,,,,,,,1.26
+01/07/1999,,,,,,,,,,,,,,,,1.25
+02/07/1999,,,,,,,,,,,,,,,,1.28
+03/07/1999,,,,,,,,,,,,,,,,1.27
+04/07/1999,,,,,,,,,,,,,,,,1.24
+05/07/1999,,,,,,,,,,,,,,,,1.27
+06/07/1999,,,,,,,,,,,,,,,,1.26
+07/07/1999,,,,,,,,,,,,,,,,1.29
+08/07/1999,,,,,,,,,,,,,,,,1.26
+09/07/1999,,,,,,,,,,,,,,,,1.26
+10/07/1999,,,,,,,,,,,,,,,,1.26
+11/07/1999,,,,,,,,,,,,,,,,1.29
+12/07/1999,,,,,,,,,,,,,,,,1.29
+13/07/1999,,,,,,,,,,,,,,,,1.28
+14/07/1999,,,,,,,,,,,,,,,,1.25
+15/07/1999,,,,,,,,,,,,,,,,1.24
+16/07/1999,,,,,,,,,,,,,,,,1.25
+17/07/1999,,,,,,,,,,,,,,,,1.23
+18/07/1999,,,,,,,,,,,,,,,,1.21
+19/07/1999,,,,,,,,,,,,,,,,1.21
+20/07/1999,,,,,,,,,,,,,,,,1.21
+21/07/1999,,,,,,,,,,,,,,,,1.2
+22/07/1999,,,,,,,,,,,,,,,,1.2
+23/07/1999,,,,,,,,,,,,,,,,1.19
+24/07/1999,,,,,,,,,,,,,,,,1.19
+25/07/1999,,,,,,,,,,,,,,,,1.21
+26/07/1999,,,,,,,,,,,,,,,,1.21
+27/07/1999,,,,,,,,,,,,,,,,1.2
+28/07/1999,,,,,,,,,,,,,,,,1.21
+29/07/1999,,,,,,,,,,,,,,,,1.27
+30/07/1999,,,,,,,,,,,,,,,,1.23
+31/07/1999,,,,,,,,,,,,,,,,1.21
+01/08/1999,,,,,,,,,,,,,,,,1.2
+02/08/1999,,,,,,,,,,,,,,,,1.21
+03/08/1999,,,,,,,,,,,,,,,,1.2
+04/08/1999,,,,,,,,,,,,,,,,1.2
+05/08/1999,,,,,,,,,,,,,,,,1.2
+06/08/1999,,,,,,,,,,,,,,,,1.19
+07/08/1999,,,,,,,,,,,,,,,,1.2
+08/08/1999,,,,,,,,,,,,,,,,1.2
+09/08/1999,,,,,,,,,,,,,,,,1.19
+10/08/1999,,,,,,,,,,,,,,,,1.21
+11/08/1999,,,,,,,,,,,,,,,,1.21
+12/08/1999,,,,,,,,,,,,,,,,1.21
+13/08/1999,,,,,,,,,,,,,,,,1.23
+14/08/1999,,,,,,,,,,,,,,,,1.23
+15/08/1999,,,,,,,,,,,,,,,,1.22
+16/08/1999,,,,,,,,,,,,,,,,1.23
+17/08/1999,,,,,,,,,,,,,,,,1.21
+18/08/1999,,,,,,,,,,,,,,,,1.21
+19/08/1999,,,,,,,,,,,,,,,,1.21
+20/08/1999,,,,,,,,,,,,,,,,1.22
+21/08/1999,,,,,,,,,,,,,,,,1.21
+22/08/1999,,,,,,,,,,,,,,,,1.2
+23/08/1999,,,,,,,,,,,,,,,,1.19
+24/08/1999,,,,,,,,,,,,,,,,1.2
+25/08/1999,,,,,,,,,,,,,,,,1.19
+26/08/1999,,,,,,,,,,,,,,,,1.18
+27/08/1999,,,,,,,,,,,,,,,,1.21
+28/08/1999,,,,,,,,,,,,,,,,1.25
+29/08/1999,,,,,,,,,,,,,,,,1.3
+30/08/1999,,,,,,,,,,,,,,,,1.29
+31/08/1999,,,,,,,,,,,,,,,,1.23
+01/09/1999,,,,,,,,,,,,,,,,1.21
+02/09/1999,,,,,,,,,,,,,,,,1.19
+03/09/1999,,,,,,,,,,,,,,,,1.18
+04/09/1999,,,,,,,,,,,,,,,,1.21
+05/09/1999,,,,,,,,,,,,,,,,1.22
+06/09/1999,,,,,,,,,,,,,,,,1.2
+07/09/1999,,,,,,,,,,,,,,,,1.24
+08/09/1999,,,,,,,,,,,,,,,,1.33
+09/09/1999,,,,,,,,,,,,,,,,1.3
+10/09/1999,,,,,,,,,,,,,,,,1.3
+11/09/1999,,,,,,,,,,,,,,,,1.3
+12/09/1999,,,,,,,,,,,,,,,,1.2
+13/09/1999,,,,,,,,,,,,,,,,1.19
+14/09/1999,,,,,,,,,,,,,,,,1.2
+15/09/1999,,,,,,,,,,,,,,,,1.21
+16/09/1999,,,,,,,,,,,,,,,,1.23
+17/09/1999,,,,,,,,,,,,,,,,1.2
+18/09/1999,,,,,,,,,,,,,,,,1.2
+19/09/1999,,,,,,,,,,,,,,,,1.22
+20/09/1999,,,,,,,,,,,,,,,,1.29
+21/09/1999,,,,,,,,,,,,,,,,1.58
+22/09/1999,,,,,,,,,,,,,,,,1.41
+23/09/1999,,,,,,,,,,,,,,,,1.35
+24/09/1999,,,,,,,,,,,,,,,,1.25
+25/09/1999,,,,,,,,,,,,,,,,1.22
+26/09/1999,,,,,,,,,,,,,,,,1.19
+27/09/1999,,,,,,,,,,,,,,,,1.38
+28/09/1999,,,,,,,,,,,,,,,,1.29
+29/09/1999,,,,,,,,,,,,,,,,1.29
+30/09/1999,,,,,,,,,,,,,,,,1.24
+01/10/1999,,,,,,,,,,,,,,,,1.45
+02/10/1999,,,,,,,,,,,,,,,,1.27
+03/10/1999,,,,,,,,,,,,,,,,1.23
+04/10/1999,,,,,,,,,,,,,,,,1.45
+05/10/1999,,,,,,,,,,,,,,,,1.49
+06/10/1999,,,,,,,,,,,,,,,,1.4
+07/10/1999,,,,,,,,,,,,,,,,1.2
+08/10/1999,,,,,,,,,,,,,,,,1.15
+09/10/1999,,,,,,,,,,,,,,,,1.15
+10/10/1999,,,,,,,,,,,,,,,,1.15
+11/10/1999,,,,,,,,,,,,,,,,1.15
+12/10/1999,,,,,,,,,,,,,,,,1.15
+13/10/1999,,,,,,,,,,,,,,,,1.15
+14/10/1999,,,,,,,,,,,,,,,,1.15
+15/10/1999,,,,,,,,,,,,,,,,1.16
+16/10/1999,,,,,,,,,,,,,,,,1.36
+17/10/1999,,,,,,,,,,,,,,,,1.19
+18/10/1999,,,,,,,,,,,,,,,,1.19
+19/10/1999,,,,,,,,,,,,,,,,1.42
+20/10/1999,,,,,,,,,,,,,,,,1.29
+21/10/1999,,,,,,,,,,,,,,,,1.68
+22/10/1999,,,,,,,,,,,,,,,,1.72
+23/10/1999,,,,,,,,,,,,,,,,1.6
+24/10/1999,,,,,,,,,,,,,,,,5.31
+25/10/1999,,,,,,,,,,,,,,,,4.26
+26/10/1999,,,,,,,,,,,,,,,,4.31
+27/10/1999,,,,,,,,,,,,,,,,3.37
+28/10/1999,,,,,,,,,,,,,,,,1.38
+29/10/1999,,,,,,,,,,,,,,,,1.38
+30/10/1999,,,,,,,,,,,,,,,,1.35
+31/10/1999,,,,,,,,,,,,,,,,1.28
+01/11/1999,,,,,,,,,,,,,,,,1.26
+02/11/1999,,,,,,,,,,,,,,,,1.33
+03/11/1999,,,,,,,,,,,,,,,,1.36
+04/11/1999,,,,,,,,,,,,,,,,1.49
+05/11/1999,,,,,,,,,,,,,,,,1.4
+06/11/1999,,,,,,,,,,,,,,,,3.82
+07/11/1999,,,,,,,,,,,,,,,,2.35
+08/11/1999,,,,,,,,,,,,,,,,2.16
+09/11/1999,,,,,,,,,,,,,,,,1.9
+10/11/1999,,,,,,,,,,,,,,,,1.71
+11/11/1999,,,,,,,,,,,,,,,,1.62
+12/11/1999,,,,,,,,,,,,,,,,1.51
+13/11/1999,,,,,,,,,,,,,,,,1.43
+14/11/1999,,,,,,,,,,,,,,,,1.33
+15/11/1999,,,,,,,,,,,,,,,,1.52
+16/11/1999,,,,,,,,,,,,,,,,2.17
+17/11/1999,,,,,,,,,,,,,,,,2.03
+18/11/1999,,,,,,,,,,,,,,,,2.1
+19/11/1999,,,,,,,,,,,,,,,,3.93
+20/11/1999,,,,,,,,,,,,,,,,2.75
+21/11/1999,,,,,,,,,,,,,,,,2.62
+22/11/1999,,,,,,,,,,,,,,,,2.67
+23/11/1999,,,,,,,,,,,,,,,,2.09
+24/11/1999,,,,,,,,,,,,,,,,2.05
+25/11/1999,,,,,,,,,,,,,,,,2.02
+26/11/1999,,,,,,,,,,,,,,,,1.93
+27/11/1999,,,,,,,,,,,,,,,,1.65
+28/11/1999,,,,,,,,,,,,,,,,1.51
+29/11/1999,,,,,,,,,,,,,,,,1.71
+30/11/1999,,,,,,,,,,,,,,,,1.75
+01/12/1999,,,,,,,,,,,,,,,,1.73
+02/12/1999,,,,,,,,,,,,,,,,1.73
+03/12/1999,,,,,,,,,,,,,,,,1.77
+04/12/1999,,,,,,,,,,,,,,,,1.7
+05/12/1999,,,,,,,,,,,,,,,,1.62
+06/12/1999,,,,,,,,,,,,,,,,1.76
+07/12/1999,,,,,,,,,,,,,,,,1.81
+08/12/1999,,,,,,,,,,,,,,,,1.72
+09/12/1999,,,,,,,,,,,,,,,,1.74
+10/12/1999,,,,,,,,,,,,,,,,1.92
+11/12/1999,,,,,,,,,,,,,,,,2.13
+12/12/1999,,,,,,,,,,,,,,,,
+13/12/1999,,,,,,,,,,,,,,,,
+14/12/1999,,,,,,,,,,,,,,,,
+15/12/1999,,,,,,,,,,,,,,,,
+16/12/1999,,,,,,,,,,,,,,,,
+17/12/1999,,,,,,,,,,,,,,,,
+18/12/1999,,,,,,,,,,,,,,,,
+19/12/1999,,,,,,,,,,,,,,,,
+20/12/1999,,,,,,,,,,,,,,,,
+21/12/1999,,,,,,,,,,,,,,,,
+22/12/1999,,,,,,,,,,,,,,,,
+23/12/1999,,,,,,,,,,,,,,,,
+24/12/1999,,,,,,,,,,,,,,,,
+25/12/1999,,,,,,,,,,,,,,,,
+26/12/1999,,,,,,,,,,,,,,,,
+27/12/1999,,,,,,,,,,,,,,,,
+28/12/1999,,,,,,,,,,,,,,,,
+29/12/1999,,,,,,,,,,,,,,,,
+30/12/1999,,,,,,,,,,,,,,,,
+31/12/1999,,,,,,,,,,,,,,,,
+01/01/2000,,,,,,,,,,,,,,,,1.75
+02/01/2000,,,,,,,,,,,,,,,,1.74
+03/01/2000,,,,,,,,,,,,,,,,1.7
+04/01/2000,,,,,,,,,,,,,,,,1.85
+05/01/2000,,,,,,,,,,,,,,,,1.91
+06/01/2000,,,,,,,,,,,,,,,,1.68
+07/01/2000,,,,,,,,,,,,,,,,1.8
+08/01/2000,,,,,,,,,,,,,,,,1.66
+09/01/2000,,,,,,,,,,,,,,,,1.49
+10/01/2000,,,,,,,,,,,,,,,,1.58
+11/01/2000,,,,,,,,,,,,,,,,1.61
+12/01/2000,,,,,,,,,,,,,,,,1.56
+13/01/2000,,,,,,,,,,,,,,,,1.66
+14/01/2000,,,,,,,,,,,,,,,,1.67
+15/01/2000,,,,,,,,,,,,,,,,1.53
+16/01/2000,,,,,,,,,,,,,,,,1.4
+17/01/2000,,,,,,,,,,,,,,,,1.45
+18/01/2000,,,,,,,,,,,,,,,,1.58
+19/01/2000,,,,,,,,,,,,,,,,1.55
+20/01/2000,,,,,,,,,,,,,,,,1.54
+21/01/2000,,,,,,,,,,,,,,,,1.66
+22/01/2000,,,,,,,,,,,,,,,,1.4
+23/01/2000,,,,,,,,,,,,,,,,1.51
+24/01/2000,,,,,,,,,,,,,,,,1.52
+25/01/2000,,,,,,,,,,,,,,,,1.6
+26/01/2000,,,,,,,,,,,,,,,,1.54
+27/01/2000,,,,,,,,,,,,,,,,1.53
+28/01/2000,,,,,,,,,,,,,,,,1.59
+29/01/2000,,,,,,,,,,,,,,,,1.62
+30/01/2000,,,,,,,,,,,,,,,,1.57
+31/01/2000,,,,,,,,,,,,,,,,1.64
+01/02/2000,,,,,,,,,,,,,,,,1.67
+02/02/2000,,,,,,,,,,,,,,,,1.69
+03/02/2000,,,,,,,,,,,,,,,,1.84
+04/02/2000,,,,,,,,,,,,,,,,1.83
+05/02/2000,,,,,,,,,,,,,,,,1.71
+06/02/2000,,,,,,,,,,,,,,,,1.6
+07/02/2000,,,,,,,,,,,,,,,,1.69
+08/02/2000,,,,,,,,,,,,,,,,1.74
+09/02/2000,,,,,,,,,,,,,,,,1.75
+10/02/2000,,,,,,,,,,,,,,,,1.66
+11/02/2000,,,,,,,,,,,,,,,,1.64
+12/02/2000,,,,,,,,,,,,,,,,1.59
+13/02/2000,,,,,,,,,,,,,,,,1.47
+14/02/2000,,,,,,,,,,,,,,,,1.46
+15/02/2000,,,,,,,,,,,,,,,,1.59
+16/02/2000,,,,,,,,,,,,,,,,1.63
+17/02/2000,,,,,,,,,,,,,,,,1.71
+18/02/2000,,,,,,,,,,,,,,,,1.7
+19/02/2000,,,,,,,,,,,,,,,,1.65
+20/02/2000,,,,,,,,,,,,,,,,1.55
+21/02/2000,,,,,,,,,,,,,,,,1.52
+22/02/2000,,,,,,,,,,,,,,,,1.62
+23/02/2000,,,,,,,,,,,,,,,,1.62
+24/02/2000,,,,,,,,,,,,,,,,1.61
+25/02/2000,,,,,,,,,,,,,,,,1.61
+26/02/2000,,,,,,,,,,,,,,,,1.52
+27/02/2000,,,,,,,,,,,,,,,,1.37
+28/02/2000,,,,,,,,,,,,,,,,1.44
+29/02/2000,,,,,,,,,,,,,,,,1.59
+01/03/2000,,,,,,,,,,,,,,,,1.57
+02/03/2000,,,,,,,,,,,,,,,,2.41
+03/03/2000,,,,,,,,,,,,,,,,2.04
+04/03/2000,,,,,,,,,,,,,,,,
+05/03/2000,,,,,,,,,,,,,,,,1.6
+06/03/2000,,,,,,,,,,,,,,,,1.66
+07/03/2000,,,,,,,,,,,,,,,,1.76
+08/03/2000,,,,,,,,,,,,,,,,1.73
+09/03/2000,,,,,,,,,,,,,,,,1.68
+10/03/2000,,,,,,,,,,,,,,,,1.67
+11/03/2000,,,,,,,,,,,,,,,,1.56
+12/03/2000,,,,,,,,,,,,,,,,1.4
+13/03/2000,,,,,,,,,,,,,,,,1.46
+14/03/2000,,,,,,,,,,,,,,,,1.59
+15/03/2000,,,,,,,,,,,,,,,,1.57
+16/03/2000,,,,,,,,,,,,,,,,1.52
+17/03/2000,,,,,,,,,,,,,,,,1.46
+18/03/2000,,,,,,,,,,,,,,,,1.35
+19/03/2000,,,,,,,,,,,,,,,,1.32
+20/03/2000,,,,,,,,,,,,,,,,1.41
+21/03/2000,,,,,,,,,,,,,,,,1.53
+22/03/2000,,,,,,,,,,,,,,,,1.75
+23/03/2000,,,,,,,,,,,,,,,,1.59
+24/03/2000,,,,,,,,,,,,,,,,
+25/03/2000,,,,,,,,,,,,,,,,
+26/03/2000,,,,,,,,,,,,,,,,1.5
+27/03/2000,,,,,,,,,,,,,,,,1.72
+28/03/2000,,,,,,,,,,,,,,,,2.19
+29/03/2000,,,,,,,,,,,,,,,,2.44
+30/03/2000,,,,,,,,,,,,,,,,2.44
+31/03/2000,,,,,,,,,,,,,,,,2.17
+01/04/2000,,,,,,,,,,,,,,,,2.28
+02/04/2000,,,,,,,,,,,,,,,,2.18
+03/04/2000,,,,,,,,,,,,,,,,2.31
+04/04/2000,,,,,,,,,,,,,,,,2.3
+05/04/2000,,,,,,,,,,,,,,,,2.39
+06/04/2000,,,,,,,,,,,,,,,,2.3
+07/04/2000,,,,,,,,,,,,,,,,2.06
+08/04/2000,,,,,,,,,,,,,,,,1.78
+09/04/2000,,,,,,,,,,,,,,,,1.71
+10/04/2000,,,,,,,,,,,,,,,,2.01
+11/04/2000,,,,,,,,,,,,,,,,2.08
+12/04/2000,,,,,,,,,,,,,,,,2.7
+13/04/2000,,,,,,,,,,,,,,,,2.62
+14/04/2000,,,,,,,,,,,,,,,,2.39
+15/04/2000,,,,,,,,,,,,,,,,1.99
+16/04/2000,,,,,,,,,,,,,,,,1.91
+17/04/2000,,,,,,,,,,,,,,,,2.05
+18/04/2000,,,,,,,,,,,,,,,,2.01
+19/04/2000,,,,,,,,,,,,,,,,1.91
+20/04/2000,,,,,,,,,,,,,,,,1.78
+21/04/2000,,,,,,,,,,,,,,,,1.69
+22/04/2000,,,,,,,,,,,,,,,,1.71
+23/04/2000,,,,,,,,,,,,,,,,1.52
+24/04/2000,,,,,,,,,,,,,,,,1.43
+25/04/2000,,,,,,,,,,,,,,,,1.41
+26/04/2000,,,,,,,,,,,,,,,,1.52
+27/04/2000,,,,,,,,,,,,,,,,1.65
+28/04/2000,,,,,,,,,,,,,,,,1.71
+29/04/2000,,,,,,,,,,,,,,,,1.68
+30/04/2000,,,,,,,,,,,,,,,,1.49
+01/05/2000,,,,,,,,,,,,,,,,1.4
+02/05/2000,,,,,,,,,,,,,,,,1.55
+03/05/2000,,,,,,,,,,,,,,,,1.62
+04/05/2000,,,,,,,,,,,,,,,,1.55
+05/05/2000,,,,,,,,,,,,,,,,1.44
+06/05/2000,,,,,,,,,,,,,,,,1.42
+07/05/2000,,,,,,,,,,,,,,,,1.32
+08/05/2000,,,,,,,,,,,,,,,,1.4
+09/05/2000,,,,,,,,,,,,,,,,1.35
+10/05/2000,,,,,,,,,,,,,,,,1.31
+11/05/2000,,,,,,,,,,,,,,,,1.47
+12/05/2000,,,,,,,,,,,,,,,,1.54
+13/05/2000,,,,,,,,,,,,,,,,1.38
+14/05/2000,,,,,,,,,,,,,,,,1.28
+15/05/2000,,,,,,,,,,,,,,,,1.27
+16/05/2000,,,,,,,,,,,,,,,,1.33
+17/05/2000,,,,,,,,,,,,,,,,1.49
+18/05/2000,,,,,,,,,,,,,,,,1.47
+19/05/2000,,,,,,,,,,,,,,,,1.44
+20/05/2000,,,,,,,,,,,,,,,,1.24
+21/05/2000,,,,,,,,,,,,,,,,1.22
+22/05/2000,,,,,,,,,,,,,,,,1.26
+23/05/2000,,,,,,,,,,,,,,,,1.22
+24/05/2000,,,,,,,,,,,,,,,,1.18
+25/05/2000,,,,,,,,,,,,,,,,1.18
+26/05/2000,,,,,,,,,,,,,,,,1.17
+27/05/2000,,,,,,,,,,,,,,,,1.2
+28/05/2000,,,,,,,,,,,,,,,,1.2
+29/05/2000,,,,,,,,,,,,,,,,1.19
+30/05/2000,,,,,,,,,,,,,,,,1.17
+31/05/2000,,,,,,,,,,,,,,,,1.17
+01/06/2000,,,,,,,,,,,,,,,,1.15
+02/06/2000,,,,,,,,,,,,,,,,1.18
+03/06/2000,,,,,,,,,,,,,,,,1.18
+04/06/2000,,,,,,,,,,,,,,,,1.13
+05/06/2000,,,,,,,,,,,,,,,,1.15
+06/06/2000,,,,,,,,,,,,,,,,1.17
+07/06/2000,,,,,,,,,,,,,,,,1.15
+08/06/2000,,,,,,,,,,,,,,,,1.16
+09/06/2000,,,,,,,,,,,,,,,,1.15
+10/06/2000,,,,,,,,,,,,,,,,1.18
+11/06/2000,,,,,,,,,,,,,,,,1.36
+12/06/2000,,,,,,,,,,,,,,,,1.78
+13/06/2000,,,,,,,,,,,,,,,,1.67
+14/06/2000,,,,,,,,,,,,,,,,1.59
+15/06/2000,,,,,,,,,,,,,,,,1.35
+16/06/2000,,,,,,,,,,,,,,,,1.29
+17/06/2000,,,,,,,,,,,,,,,,1.26
+18/06/2000,,,,,,,,,,,,,,,,1.24
+19/06/2000,,,,,,,,,,,,,,,,1.19
+20/06/2000,,,,,,,,,,,,,,,,1.17
+21/06/2000,,,,,,,,,,,,,,,,1.15
+22/06/2000,,,,,,,,,,,,,,,,1.21
+23/06/2000,,,,,,,,,,,,,,,,1.2
+24/06/2000,,,,,,,,,,,,,,,,1.17
+25/06/2000,,,,,,,,,,,,,,,,1.13
+26/06/2000,,,,,,,,,,,,,,,,1.12
+27/06/2000,,,,,,,,,,,,,,,,1.12
+28/06/2000,,,,,,,,,,,,,,,,1.18
+29/06/2000,,,,,,,,,,,,,,,,1.19
+30/06/2000,,,,,,,,,,,,,,,,1.14
+01/07/2000,,,,,,,,,,,,,,,,1.13
+02/07/2000,,,,,,,,,,,,,,,,1.15
+03/07/2000,,,,,,,,,,,,,,,,1.15
+04/07/2000,,,,,,,,,,,,,,,,1.18
+05/07/2000,,,,,,,,,,,,,,,,1.14
+06/07/2000,,,,,,,,,,,,,,,,1.13
+07/07/2000,,,,,,,,,,,,,,,,1.14
+08/07/2000,,,,,,,,,,,,,,,,1.13
+09/07/2000,,,,,,,,,,,,,,,,1.13
+10/07/2000,,,,,,,,,,,,,,,,1.14
+11/07/2000,,,,,,,,,,,,,,,,1.29
+12/07/2000,,,,,,,,,,,,,,,,1.18
+13/07/2000,,,,,,,,,,,,,,,,1.16
+14/07/2000,,,,,,,,,,,,,,,,1.16
+15/07/2000,,,,,,,,,,,,,,,,1.36
+16/07/2000,,,,,,,,,,,,,,,,1.27
+17/07/2000,,,,,,,,,,,,,,,,1.18
+18/07/2000,,,,,,,,,,,,,,,,1.21
+19/07/2000,,,,,,,,,,,,,,,,1.15
+20/07/2000,,,,,,,,,,,,,,,,1.16
+21/07/2000,,,,,,,,,,,,,,,,1.15
+22/07/2000,,,,,,,,,,,,,,,,1.15
+23/07/2000,,,,,,,,,,,,,,,,1.15
+24/07/2000,,,,,,,,,,,,,,,,1.15
+25/07/2000,,,,,,,,,,,,,,,26.25,1.2
+26/07/2000,,,,,,,,,,,,,,,25.85,1.15
+27/07/2000,,,,,,,,,,,,,,,27.45,1.14
+28/07/2000,,,,,,,,,,,,,,,26.15,1.13
+29/07/2000,,,,,,,,,,,,,,,25.75,1.16
+30/07/2000,,,,,,,,,,,,,,,25.35,1.12
+31/07/2000,,,,,,,,,,,,,,,25.7,1.12
+01/08/2000,,,,,,,,,,,,,,,26,1.12
+02/08/2000,,,,,,,,,,,,,,,25.9,1.14
+03/08/2000,,,,,,,,,,,,,,,26.7,1.15
+04/08/2000,,,,,,,,,,,,,,,23,1.15
+05/08/2000,,,,,,,,,,,,,,,21.3,1.2
+06/08/2000,,,,,,,,,,,,,,,21.5,1.25
+07/08/2000,,,,,,,,,,,,,,,23.6,1.15
+08/08/2000,,,,,,,,,,,,,,,24.65,1.15
+09/08/2000,,,,,,,,,,,,,,,25.95,1.15
+10/08/2000,,,,,,,,,,,,,,,26.15,1.15
+11/08/2000,,,,,,,,,,,,,,,26.95,1.15
+12/08/2000,,,,,,,,,,,,,,,26.8,1.15
+13/08/2000,,,,,,,,,,,,,,,27.85,1.14
+14/08/2000,,,,,,,,,,,,,,,27.6,1.16
+15/08/2000,,,,,,,,,,,,,,,28.15,1.17
+16/08/2000,,,,,,,,,,,,,,,29.05,1.14
+17/08/2000,,,,,,,,,,,,,,,27.75,1.14
+18/08/2000,,,,,,,,,,,,,,,28.65,1.14
+19/08/2000,,,,,,,,,,,,,,,29.75,1.13
+20/08/2000,,,,,,,,,,,,,,,29.1,1.14
+21/08/2000,,,,,,,,,,,,,,,30.2,1.14
+22/08/2000,,,,,,,,,,,,,,,29.35,1.14
+23/08/2000,,,,,,,,,,,,,,,29,1.13
+24/08/2000,,,,,,,,,,,,,,,29.05,1.13
+25/08/2000,,,,,,,,,,,,,,,29,1.13
+26/08/2000,,,,,,,,,,,,,,,29.25,1.12
+27/08/2000,,,,,,,,,,,,,,,27.35,1.13
+28/08/2000,,,,,,,,,,,,,,,27.35,1.13
+29/08/2000,,,,,,,,,,,,,,,26.25,1.12
+30/08/2000,,,,,,,,,,,,,,,25.2,1.12
+31/08/2000,,,,,,,,,,,,,,,23.15,1.24
+01/09/2000,,,,,,,,,,,,,,,23.15,1.28
+02/09/2000,,,,,,,,,,,,,,,23.65,1.2
+03/09/2000,,,,,,,,,,,,,,,22.7,1.18
+04/09/2000,,,,,,,,,,,,,,,23.1,1.21
+05/09/2000,,,,,,,,,,,,,,,22.05,1.2
+06/09/2000,,,,,,,,,,,,,,,19.75,1.17
+07/09/2000,,,,,,,,,,,,,,,22.05,1.2
+08/09/2000,,,,,,,,,,,,,,,21.15,1.21
+09/09/2000,,,,,,,,,,,,,,,22.75,1.18
+10/09/2000,,,,,,,,,,,,,,,24.2,1.17
+11/09/2000,,,,,,,,,,,,,,,22.65,1.16
+12/09/2000,,,,,,,,,,,,,,,23.1,1.16
+13/09/2000,,,,,,,,,,,,,,,22.25,1.17
+14/09/2000,,,,,,,,,,,,,,,22.65,1.17
+15/09/2000,,,,,,,,,,,,,,,23.85,1.19
+16/09/2000,,,,,,,,,,,,,,,23.75,1.2
+17/09/2000,,,,,,,,,,,,,,,23.75,1.18
+18/09/2000,,,,,,,,,,,,,,,22,1.18
+19/09/2000,,,,,,,,,,,,,,,24.25,1.19
+20/09/2000,,,,,,,,,,,,,,,23.5,1.21
+21/09/2000,,,,,,,,,,,,,,,20.8,1.22
+22/09/2000,,,,,,,,,,,,,,,21.95,1.18
+23/09/2000,,,,,,,,,,,,,,,21.25,1.18
+24/09/2000,,,,,,,,,,,,,,,20.7,1.18
+25/09/2000,,,,,,,,,,,,,,,21.35,1.18
+26/09/2000,,,,,,,,,,,,,,,21.5,1.18
+27/09/2000,,,,,,,,,,,,,,,21.8,1.18
+28/09/2000,,,,,,,,,,,,,,,21.7,1.18
+29/09/2000,,,,,,,,,,,,,,,21.2,1.21
+30/09/2000,,,,,,,,,,,,,,,19.25,1.23
+01/10/2000,,,,,,,,,,,,,,,16.85,1.28
+02/10/2000,,,,,,,,,,,,,,,18,1.22
+03/10/2000,,,,,,,,,,,,,,,17.05,1.17
+04/10/2000,,,,,,,,,,,,,,,19.9,1.13
+05/10/2000,,,,,,,,,,,,,,,21.7,1.19
+06/10/2000,,,,,,,,,,,,,,,19.8,1.17
+07/10/2000,,,,,,,,,,,,,,,14.45,1.27
+08/10/2000,,,,,,,,,,,,,,,13.85,1.17
+09/10/2000,,,,,,,,,,,,,,,17.8,1.14
+10/10/2000,,,,,,,,,,,,,,,17.4,1.18
+11/10/2000,,,,,,,,,,,,,,,18.2,1.25
+12/10/2000,,,,,,,,,,,,,,,21.95,1.19
+13/10/2000,,,,,,,,,,,,,,,22.2,1.3
+14/10/2000,,,,,,,,,,,,,,,21.65,1.35
+15/10/2000,,,,,,,,,,,,,,,17.35,1.2
+16/10/2000,,,,,,,,,,,,,,,17.45,1.26
+17/10/2000,,,,,,,,,,,,,,,17.85,1.29
+18/10/2000,,,,,,,,,,,,,,,17.3,1.25
+19/10/2000,,,,,,,,,,,,,,,16.9,1.27
+20/10/2000,,,,,,,,,,,,,,,17.25,1.23
+21/10/2000,,,,,,,,,,,,,,,17.65,1.23
+22/10/2000,,,,,,,,,,,,,,,17.9,1.19
+23/10/2000,,,,,,,,,,,,,,,17,1.2
+24/10/2000,,,,,,,,,,,,,,,16.05,1.17
+25/10/2000,,,,,,,,,,,,,,,16.3,1.2
+26/10/2000,,,,,,,,,,,,,,,17.85,1.22
+27/10/2000,,,,,,,,,,,,,,,15.9,1.22
+28/10/2000,,,,,,,,,,,,,,,17.4,1.19
+29/10/2000,,,,,,,,,,,,,,,16.25,1.16
+30/10/2000,,,,,,,,,,,,,,,16.55,1.18
+31/10/2000,,,,,,,,,,,,,,,19.1,1.22
+01/11/2000,,,,,,,,,,,,,,,16.05,1.32
+02/11/2000,,,,,,,,,,,,,,,14.15,1.26
+03/11/2000,,,,,,,,,,,,,,,16.25,1.5
+04/11/2000,,,,,,,,,,,,,,,14.4,2.6
+05/11/2000,,,,,,,,,,,,,,,12.25,2.22
+06/11/2000,,,,,,,,,,,,,,,13.35,2.04
+07/11/2000,,,,,,,,,,,,,,,14.6,3.15
+08/11/2000,,,,,,,,,,,,,,,13.55,2.52
+09/11/2000,,,,,,,,,,,,,,,10.05,2.27
+10/11/2000,,,,,,,,,,,,,,,9.9,2.29
+11/11/2000,,,,,,,,,,,,,,,11,2.04
+12/11/2000,,,,,,,,,,,,,,,9.2,1.65
+13/11/2000,,,,,,,,,,,,,,,16.95,1.62
+14/11/2000,,,,,,,,,,,,,,,17.9,1.72
+15/11/2000,,,,,,,,,,,,,,,14.6,2.27
+16/11/2000,,,,,,,,,,,,,,,16.9,4.85
+17/11/2000,,,,,,,,,,,,,,,15.95,2.86
+18/11/2000,,,,,,,,,,,,,,,12.15,2.05
+19/11/2000,,,,,,,,,,,,,,,12.1,1.87
+20/11/2000,,,,,,,,,,,,,,,12.7,2.52
+21/11/2000,,,,,,,,,,,,,,,11.55,5.4
+22/11/2000,,,,,,,,,,,,,,,10.25,3.87
+23/11/2000,,,,,,,,,,,,,,,11.55,2.78
+24/11/2000,,,,,,,,,,,,,,,12.75,2.32
+25/11/2000,,,,,,,,,,,,,,,12.55,2.38
+26/11/2000,,,,,,,,,,,,,,,11.3,2.34
+27/11/2000,,,,,,,,,,,,,,,8.65,2.54
+28/11/2000,,,,,,,,,,,,,,,8.75,2.23
+29/11/2000,,,,,,,,,,,,,,,8.15,2.08
+30/11/2000,,,,,,,,,,,,,,,9.9,1.95
+01/12/2000,,,,,,,,,,,,,,,9.95,1.86
+02/12/2000,,,,,,,,,,,,,,,8.75,1.7
+03/12/2000,,,,,,,,,,,,,,,11.2,1.55
+04/12/2000,,,,,,,,,,,,,,,12.5,1.59
+05/12/2000,,,,,,,,,,,,,,,10.9,1.67
+06/12/2000,,,,,,,,,,,,,,,8.55,1.68
+07/12/2000,,,,,,,,,,,,,,,12.55,1.58
+08/12/2000,,,,,,,,,,,,,,,14.8,1.47
+09/12/2000,,,,,,,,,,,,,,,16.4,1.32
+10/12/2000,,,,,,,,,,,,,,,14.65,1.3
+11/12/2000,,,,,,,,,,,,,,,14.2,1.38
+12/12/2000,,,,,,,,,,,,,,,11.65,1.5
+13/12/2000,,,,,,,,,,,,,,,11,1.51
+14/12/2000,,,,,,,,,,,,,,,,1.5
+15/12/2000,,,,,,,,,,,,,,,11.65,1.45
+16/12/2000,,,,,,,,,,,,,,,8.4,1.34
+17/12/2000,,,,,,,,,,,,,,,8.4,1.25
+18/12/2000,,,,,,,,,,,,,,,9.65,1.29
+19/12/2000,,,,,,,,,,,,,,,6.4,1.45
+20/12/2000,,,,,,,,,,,,,,,9.35,1.54
+21/12/2000,,,,,,,,,,,,,,,8,1.55
+22/12/2000,,,,,,,,,,,,,,,3.5,1.46
+23/12/2000,,,,,,,,,,,,,,,4.55,1.34
+24/12/2000,,,,,,,,,,,,,,,4.65,1.22
+25/12/2000,,,,,,,,,,,,,,,10.35,1.79
+26/12/2000,,,,,,,,,,,,,,,11,4.33
+27/12/2000,,,,,,,,,,,,,,,10.55,4
+28/12/2000,,,,,,,,,,,,,,,11.6,5.07
+29/12/2000,,,,,,,,,,,,,,,8.25,3.55
+30/12/2000,,,,,,,,,,,,,,,6.05,3.2
+31/12/2000,,,,,,,,,,,,,,,8.3,2.73
+01/01/2001,,,,,,,,,,,,,,,6.9,2.48
+02/01/2001,,,,,,,,,,,,,,,10.25,2.13
+03/01/2001,,,,,,,,,,,,,,,12.45,2.77
+04/01/2001,,,,,,,,,,,,,,,9.25,3.02
+05/01/2001,,,,,,,,,,,,,,,8.05,3.18
+06/01/2001,,,,,,,,,,,,,,,13.95,2.81
+07/01/2001,,,,,,,,,,,,,,,14.65,2.52
+08/01/2001,,,,,,,,,,,,,,,10.6,2.84
+09/01/2001,,,,,,,,,,,,,,,10.2,2.56
+10/01/2001,,,,,,,,,,,,,,,10.2,2.25
+11/01/2001,,,,,,,,,,,,,,,12.2,2.17
+12/01/2001,,,,,,,,,,,,,,,11.9,2.03
+13/01/2001,,,,,,,,,,,,,,,8.5,2.05
+14/01/2001,,,,,,,,,,,,,,,4.9,1.79
+15/01/2001,,,,,,,,,,,,,,,2.8,1.83
+16/01/2001,,,,,,,,,,,,,,,4.65,1.94
+17/01/2001,,,,,,,,,,,,,,,6.1,1.93
+18/01/2001,,,,,,,,,,,,,,,7.9,2.22
+19/01/2001,,,,,,,,,,,,,,,8.05,2.09
+20/01/2001,,,,,,,,,,,,,,,9.65,1.87
+21/01/2001,,,,,,,,,,,,,,,8.2,1.64
+22/01/2001,,,,,,,,,,,,,,,8.2,1.79
+23/01/2001,,,,,,,,,,,,,,,10.4,1.82
+24/01/2001,,,,,,,,,,,,,,,12.8,1.81
+25/01/2001,,,,,,,,,,,,,,,15.2,1.96
+26/01/2001,,,,,,,,,,,,,,,10.95,3.65
+27/01/2001,,,,,,,,,,,,,,,9.2,2.86
+28/01/2001,,,,,,,,,,,,,,,12.45,2.72
+29/01/2001,,,,,,,,,,,,,,,9.5,2.47
+30/01/2001,,,,,,,,,,,,,,,8.75,2.7
+31/01/2001,,,,,,,,,,,,,,,9.2,2.4
+01/02/2001,,,,,,,,,,,,,,,6.25,2.21
+02/02/2001,,,,,,,,,,,,,,,5.4,2.06
+03/02/2001,,,,,,,,,,,,,,,3.3,1.96
+04/02/2001,,,,,,,,,,,,,,,10.25,1.71
+05/02/2001,,,,,,,,,,,,,,,12.45,1.88
+06/02/2001,,,,,,,,,,,,,,,14.05,1.98
+07/02/2001,,,,,,,,,,,,,,,13.3,1.99
+08/02/2001,,,,,,,,,,,,,,,12.9,1.94
+09/02/2001,,,,,,,,,,,,,,,11.6,2.24
+10/02/2001,,,,,,,,,,,,,,,11.4,2.48
+11/02/2001,,,,,,,,,,,,,,,12.75,2.32
+12/02/2001,,,,,,,,,,,,,,,13.35,2.28
+13/02/2001,,,,,,,,,,,,,,,10.7,2.23
+14/02/2001,,,,,,,,,,,,,,,11.25,2.13
+15/02/2001,,,,,,,,,,,,,,,10.55,1.73
+16/02/2001,,,,,,,,,,,,,,,9.75,1.82
+17/02/2001,,,,,,,,,,,,,,,10.25,1.65
+18/02/2001,,,,,,,,,,,,,,,10.25,1.42
+19/02/2001,,,,,,,,,,,,,,,10.9,1.52
+20/02/2001,,,,,,,,,,,,,,,11.05,1.7
+21/02/2001,,,,,,,,,,,,,,,9.1,1.65
+22/02/2001,,,,,,,,,,,,,,,10.7,1.58
+23/02/2001,,,,,,,,,,,,,,,12.35,1.66
+24/02/2001,,,,,,,,,,,,,,,9.7,1.46
+25/02/2001,,,,,,,,,,,,,,,6.45,1.32
+26/02/2001,,,,,,,,,,,,,,,2.85,1.42
+27/02/2001,,,,,,,,,,,,,,,4.4,1.57
+28/02/2001,,,,,,,,,,,,,,,6.05,1.63
+01/03/2001,,,,,,,,,,,,,,,7.5,1.74
+02/03/2001,,,,,,,,,,,,,,,8.65,2.26
+03/03/2001,,,,,,,,,,,,,,,12.8,3.74
+04/03/2001,,,,,,,,,,,,,,,16.55,3.54
+05/03/2001,,,,,,,,,,,,,,,15.5,2.86
+06/03/2001,,,,,,,,,,,,,,,16.45,2.63
+07/03/2001,,,,,,,,,,,,,,,14.7,2.29
+08/03/2001,,,,,,,,,,,,,,,14.15,2.01
+09/03/2001,,,,,,,,,,,,,,,14.35,2.25
+10/03/2001,,,,,,,,,,,,,,,11.05,2.2
+11/03/2001,,,,,,,,,,,,,,,15.85,1.9
+12/03/2001,,,,,,,,,,,,,,,14.25,1.88
+13/03/2001,,,,,,,,,,,,,,,14.75,2.32
+14/03/2001,,,,,,,,,,,,,,,15,2.56
+15/03/2001,,,,,,,,,,,,,,,14.35,2.31
+16/03/2001,,,,,,,,,,,,,,,14,1.97
+17/03/2001,,,,,,,,,,,,,,,13.9,2.06
+18/03/2001,,,,,,,,,,,,,,,14.55,2.55
+19/03/2001,,,,,,,,,,,,,,,14.9,2.36
+20/03/2001,,,,,,,,,,,,,,,16.05,2.09
+21/03/2001,,,,,,,,,,,,,,,17.4,2.04
+22/03/2001,,,,,,,,,,,,,,,17.5,2
+23/03/2001,,,,,,,,,,,,,,,18.75,1.76
+24/03/2001,,,,,,,,,,,,,,,17.8,1.6
+25/03/2001,,,,,,,,,,,,,,,18.25,1.47
+26/03/2001,,,,,,,,,,,,,,,15.65,1.67
+27/03/2001,,,,,,,,,,,,,,,13.5,1.72
+28/03/2001,,,,,,,,,,,,,,,14.9,1.82
+29/03/2001,,,,,,,,,,,,,,,14.65,2.09
+30/03/2001,,,,,,,,,,,,,,,11.25,2.95
+31/03/2001,,,,,,,,,,,,,,,15.3,2.94
+01/04/2001,,,,,,,,,,,,,,,13.2,2.4
+02/04/2001,,,,,,,,,,,,,,,12.8,2.28
+03/04/2001,,,,,,,,,,,,,,,13.35,2.13
+04/04/2001,,,,,,,,,,,,,,,13.05,1.99
+05/04/2001,,,,,,,,,,,,,,,12,1.92
+06/04/2001,,,,,,,,,,,,,,,13.2,2.01
+07/04/2001,,,,,,,,,,,,,,,11.95,1.99
+08/04/2001,,,,,,,,,,,,,,,12.85,3.37
+09/04/2001,,,,,,,,,,,,,,,13.25,2.61
+10/04/2001,,,,,,,,,,,,,,,13.3,2.36
+11/04/2001,,,,,,,,,,,,,,,13.3,2.18
+12/04/2001,,,,,,,,,,,,,,,12.55,2.33
+13/04/2001,,,,,,,,,,,,,,,13.3,2.54
+14/04/2001,,,,,,,,,,,,,,,7.4,2.37
+15/04/2001,,,,,,,,,,,,,,,7.65,1.89
+16/04/2001,,,,,,,,,,,,,,,10.85,1.76
+17/04/2001,,,,,,,,,,,,,,,11.3,2.19
+18/04/2001,,,,,,,,,,,,,,,11.1,2
+19/04/2001,,,,,,,,,,,,,,,14.65,1.99
+20/04/2001,,,,,,,,,,,,,,,12.75,1.87
+21/04/2001,,,,,,,,,,,,,,,9.4,1.78
+22/04/2001,,,,,,,,,,,,,,,10.35,1.62
+23/04/2001,,,,,,,,,,,,,,,9.35,1.73
+24/04/2001,,,,,,,,,,,,,,,14.65,1.97
+25/04/2001,,,,,,,,,,,,,,,17.4,1.58
+26/04/2001,,,,,,,,,,,,,,,17.05,1.84
+27/04/2001,,,,,,,,,,,,,,,16.95,1.95
+28/04/2001,,,,,,,,,,,,,,,16.3,1.61
+29/04/2001,,,,,,,,,,,,,,,17.3,1.35
+30/04/2001,,,,,,,,,,,,,,,20.05,1.63
+01/05/2001,,,,,,,,,,,,,,,20.5,1.37
+02/05/2001,,,,,,,,,,,,,,,23.45,1.42
+03/05/2001,,,,,,,,,,,,,,,22.85,1.64
+04/05/2001,,,,,,,,,,,,,,,17.55,1.67
+05/05/2001,,,,,,,,,,,,,,,17.05,1.68
+06/05/2001,,,,,,,,,,,,,,,14.45,1.8
+07/05/2001,,,,,,,,,,,,,,,15.05,2.74
+08/05/2001,,,,,,,,,,,,,,,18.55,2.72
+09/05/2001,,,,,,,,,,,,,,,19.05,2.44
+10/05/2001,,,,,,,,,,,,,,,19.7,2.11
+11/05/2001,,,,,,,,,,,,,,,19.95,1.92
+12/05/2001,,,,,,,,,,,,,,,18.95,1.63
+13/05/2001,,,,,,,,,,,,,,,20.55,1.43
+14/05/2001,,,,,,,,,,,,,,,19.6,1.55
+15/05/2001,,,,,,,,,,,,,,,18.5,1.6
+16/05/2001,,,,,,,,,,,,,,,20.2,1.6
+17/05/2001,,,,,,,,,,,,,,,20.6,1.51
+18/05/2001,,,,,,,,,,,,,,,21,1.46
+19/05/2001,,,,,,,,,,,,,,,19.25,1.31
+20/05/2001,,,,,,,,,,,,,,,20.95,1.28
+21/05/2001,,,,,,,,,,,,,,,18.85,1.35
+22/05/2001,,,,,,,,,,,,,,,20.3,1.4
+23/05/2001,,,,,,,,,,,,,,,20.9,1.31
+24/05/2001,,,,,,,,,,,,,,,22,1.31
+25/05/2001,,,,,,,,,,,,,,,21.35,1.41
+26/05/2001,,,,,,,,,,,,,,,22.6,1.29
+27/05/2001,,,,,,,,,,,,,,,23,1.28
+28/05/2001,,,,,,,,,,,,,,,22.4,1.26
+29/05/2001,,,,,,,,,,,,,,,23.6,1.24
+30/05/2001,,,,,,,,,,,,,,,23.3,1.26
+31/05/2001,,,,,,,,,,,,,,,23.55,1.27
+01/06/2001,,,,,,,,,,,,,,,24.15,1.22
+02/06/2001,,,,,,,,,,,,,,,21.7,1.18
+03/06/2001,,,,,,,,,,,,,,,19.1,1.2
+04/06/2001,,,,,,,,,,,,,,,17.4,1.34
+05/06/2001,,,,,,,,,,,,,,,18.8,1.27
+06/06/2001,,,,,,,,,,,,,,,17.8,1.28
+07/06/2001,,,,,,,,,,,,,,,21.3,1.27
+08/06/2001,,,,,,,,,,,,,,,21.3,1.25
+09/06/2001,,,,,,,,,,,,,,,23.8,1.25
+10/06/2001,,,,,,,,,,,,,,,25.1,1.13
+11/06/2001,,,,,,,,,,,,,,,20.65,1.17
+12/06/2001,,,,,,,,,,,,,,,19,1.24
+13/06/2001,,,,,,,,,,,,,,,21.7,1.22
+14/06/2001,,,,,,,,,,,,,,,21.1,1.21
+15/06/2001,,,,,,,,,,,,,,,22.6,1.2
+16/06/2001,,,,,,,,,,,,,,,24.5,1.19
+17/06/2001,,,,,,,,,,,,,,,22.05,1.13
+18/06/2001,,,,,,,,,,,,,,,21.15,1.09
+19/06/2001,,,,,,,,,,,,,,,22.65,1.13
+20/06/2001,,,,,,,,,,,,,,,21.7,1.15
+21/06/2001,,,,,,,,,,,,,,,21.55,1.16
+22/06/2001,,,,,,,,,,,,,,,22.7,1.13
+23/06/2001,,,,,,,,,,,,,,,23.45,1.12
+24/06/2001,,,,,,,,,,,,,,,25.95,1.09
+25/06/2001,,,,,,,,,,,,,,,27.6,1.06
+26/06/2001,,,,,,,,,,,,,,,27.15,1.05
+27/06/2001,,,,,,,,,,,,,,,26.9,1.04
+28/06/2001,,,,,,,,,,,,,,,24.85,1.05
+29/06/2001,,,,,,,,,,,,,,,24.3,1.11
+30/06/2001,,,,,,,,,,,,,,,27.45,1.06
+01/07/2001,,,,,,,,,,,,,,,25.6,1.1
+02/07/2001,,,,,,,,,,,,,,,25.85,1.22
+03/07/2001,,,,,,,,,,,,,,,25.35,1.11
+04/07/2001,,,,,,,,,,,,,,,24.65,1.09
+05/07/2001,,,,,,,,,,,,,,,26.5,1.1
+06/07/2001,,,,,,,,,,,,,,,26.95,1.13
+07/07/2001,,,,,,,,,,,,,,,25.3,1.11
+08/07/2001,,,,,,,,,,,,,,,23.85,1.07
+09/07/2001,,,,,,,,,,,,,,,24.65,1.07
+10/07/2001,,,,,,,,,,,,,,,21.95,1.09
+11/07/2001,,,,,,,,,,,,,,,23.6,1.1
+12/07/2001,,,,,,,,,,,,,,,25.65,1.08
+13/07/2001,,,,,,,,,,,,,,,25.35,1.07
+14/07/2001,,,,,,,,,,,,,,,26.3,1.07
+15/07/2001,,,,,,,,,,,,,,,28.75,1.09
+16/07/2001,,,,,,,,,,,,,,,24.35,1.08
+17/07/2001,,,,,,,,,,,,,,,23,1.08
+18/07/2001,,,,,,,,,,,,,,,25.2,1.09
+19/07/2001,,,,,,,,,,,,,,,25.25,1.1
+20/07/2001,,,,,,,,,,,,,,,20.3,1.16
+21/07/2001,,,,,,,,,,,,,,,23,1.15
+22/07/2001,,,,,,,,,,,,,,,23.7,1.1
+23/07/2001,,,,,,,,,,,,,,,25.05,1.08
+24/07/2001,,,,,,,,,,,,,,,25,1.1
+25/07/2001,,,,,,,,,,,,,,,26.85,1.15
+26/07/2001,,,,,,,,,,,,,,,27.55,1.15
+27/07/2001,,,,,,,,,,,,,,,27.95,1.12
+28/07/2001,,,,,,,,,,,,,,,28,1.11
+29/07/2001,,,,,,,,,,,,,,,28.1,1.08
+30/07/2001,,,,,,,,,,,,,,,28.85,1.09
+31/07/2001,,,,,,,,,,,,,,,29.3,1.12
+01/08/2001,,,,,,,,,,,,,,,30.45,1.11
+02/08/2001,,,,,,,,,,,,,,,30.35,1.1
+03/08/2001,,,,,,,,,,,,,,,29.25,1.1
+04/08/2001,,,,,,,,,,,,,,,27.25,1.09
+05/08/2001,,,,,,,,,,,,,,,26.3,1.09
+06/08/2001,,,,,,,,,,,,,,,25.4,1.09
+07/08/2001,,,,,,,,,,,,,,,26.55,1.12
+08/08/2001,,,,,,,,,,,,,,,26.2,1.11
+09/08/2001,,,,,,,,,,,,,,,27.25,1.1
+10/08/2001,,,,,,,,,,,,,,,27.6,1.1
+11/08/2001,,,,,,,,,,,,,,,23.35,1.11
+12/08/2001,,,,,,,,,,,,,,,23.65,1.09
+13/08/2001,,,,,,,,,,,,,,,24.85,1.1
+14/08/2001,,,,,,,,,,,,,,,26.8,1.11
+15/08/2001,,,,,,,,,,,,,,,29.15,1.11
+16/08/2001,,,,,,,,,,,,,,,28.35,1.09
+17/08/2001,,,,,,,,,,,,,,,28.05,1.1
+18/08/2001,,,,,,,,,,,,,,,28.2,1.11
+19/08/2001,,,,,,,,,,,,,,,27,1.1
+20/08/2001,,,,,,,,,,,,,,,26.1,1.11
+21/08/2001,,,,,,,,,,,,,,,27.5,1.13
+22/08/2001,,,,,,,,,,,,,,,25.55,1.13
+23/08/2001,,,,,,,,,,,,,,,26.7,1.11
+24/08/2001,,,,,,,,,,,,,,,27.6,1.11
+25/08/2001,,,,,,,,,,,,,,,27.55,1.11
+26/08/2001,,,,,,,,,,,,,,,29,1.11
+27/08/2001,,,,,,,,,,,,,,,27.7,1.11
+28/08/2001,,,,,,,,,,,,,,,27.45,1.11
+29/08/2001,,,,,,,,,,,,,,,27.75,1.13
+30/08/2001,,,,,,,,,,,,,,,26.1,1.12
+31/08/2001,,,,,,,,,,,,,,,24.95,1.15
+01/09/2001,,,,,,,,,,,,,,,21.7,1.17
+02/09/2001,,,,,,,,,,,,,,,20.8,1.14
+03/09/2001,,,,,,,,,,,,,,,21.95,1.12
+04/09/2001,,,,,,,,,,,,,,,20.15,1.14
+05/09/2001,,,,,,,,,,,,,,,21.2,1.21
+06/09/2001,,,,,,,,,,,,,,,20.35,1.13
+07/09/2001,,,,,,,,,,,,,,,20.75,1.12
+08/09/2001,,,,,,,,,,,,,,,21.5,1.13
+09/09/2001,,,,,,,,,,,,,,,23.2,1.15
+10/09/2001,,,,,,,,,,,,,,,17.65,1.15
+11/09/2001,,,,,,,,,,,,,,,17,1.13
+12/09/2001,,,,,,,,,,,,,,,18.05,1.16
+13/09/2001,,,,,,,,,,,,,,,18.5,1.14
+14/09/2001,,,,,,,,,,,,,,,20.75,1.16
+15/09/2001,,,,,,,,,,,,,,,19.25,1.16
+16/09/2001,,,,,,,,,,,,,,,15,1.16
+17/09/2001,,,,,,,,,,,,,,,15.8,1.16
+18/09/2001,,,,,,,,,,,,,,,14.65,1.26
+19/09/2001,,,,,,,,,,,,,,,15.9,1.16
+20/09/2001,,,,,,,,,,,,,,,17.95,1.18
+21/09/2001,,,,,,,,,,,,,,,19.95,1.19
+22/09/2001,,,,,,,,,,,,,,,19.55,1.2
+23/09/2001,,,,,,,,,,,,,,,17.4,1.18
+24/09/2001,,,,,,,,,,,,,,,19.25,1.95
+25/09/2001,,,,,,,,,,,,,,,19.75,2.27
+26/09/2001,,,,,,,,,,,,,,,19.1,1.5
+27/09/2001,,,,,,,,,,,,,,,,1.44
+28/09/2001,,,,,,,,,,,,,,,18.3,1.34
+29/09/2001,,,,,,,,,,,,,,,18.7,1.19
+30/09/2001,,,,,,,,,,,,,,,19.65,1.34
+01/10/2001,,,,,,,,,,,,,,,21.25,1.51
+02/10/2001,,,,,,,,,,,,,,,20.9,1.35
+03/10/2001,,,,,,,,,,,,,,,20.05,1.28
+04/10/2001,,,,,,,,,,,,,,,19.75,1.18
+05/10/2001,,,,,,,,,,,,,,,21.9,1.56
+06/10/2001,,,,,,,,,,,,,,,24.45,1.26
+07/10/2001,,,,,,,,,,,,,,,24.65,1.18
+08/10/2001,,,,,,,,,,,,,,,22.9,1.14
+09/10/2001,,,,,,,,,,,,,,,22.35,1.19
+10/10/2001,,,,,,,,,,,,,,,20.5,1.29
+11/10/2001,,,,,,,,,,,,,,,21.8,1.33
+12/10/2001,,,,,,,,,,,,,,,21.6,1.24
+13/10/2001,,,,,,,,,,,,,,,20.6,1.12
+14/10/2001,,,,,,,,,,,,,,,20.95,1.05
+15/10/2001,,,,,,,,,,,,,,,19.2,1.1
+16/10/2001,,,,,,,,,,,,,,,18.95,1.19
+17/10/2001,,,,,,,,,,,,,,,19.1,1.17
+18/10/2001,,,,,,,,,,,,,,,18.25,1.18
+19/10/2001,,,,,,,,,,,,,,,19.25,1.2
+20/10/2001,,,,,,,,,,,,,,,19.5,1.08
+21/10/2001,,,,,,,,,,,,,,,18.95,1.44
+22/10/2001,,,,,,,,,,,,,,,19.25,1.32
+23/10/2001,,,,,,,,,,,,,,,16.1,1.32
+24/10/2001,,,,,,,,,,,,,,,17.95,1.49
+25/10/2001,,,,,,,,,,,,,,,17.1,1.45
+26/10/2001,,,,,,,,,,,,,,,16.55,1.22
+27/10/2001,,,,,,,,,,,,,,,14.9,1.12
+28/10/2001,,,,,,,,,,,,,,,15.1,1.16
+29/10/2001,,,,,,,,,,,,,,,17.3,1.13
+30/10/2001,,,,,,,,,,,,,,,18.15,1.09
+31/10/2001,,,,,,,,,,,,,,,16.65,1.13
+01/11/2001,,,,,,,,,,,,,,,18.15,1.11
+02/11/2001,,,,,,,,,,,,,,,15.65,1.05
+03/11/2001,,,,,,,,,,,,,,,14.4,1.03
+04/11/2001,,,,,,,,,,,,,,,14.4,1.02
+05/11/2001,,,,,,,,,,,,,,,11.75,1.03
+06/11/2001,,,,,,,,,,,,,,,13.35,1.12
+07/11/2001,,,,,,,,,,,,,,,14.1,1.17
+08/11/2001,,,,,,,,,,,,,,,15.05,1.19
+09/11/2001,,,,,,,,,,,,,,,11.95,1.31
+10/11/2001,,,,,,,,,,,,,,,9.3,1.25
+11/11/2001,,,,,,,,,,,,,,,11.15,1.22
+12/11/2001,,,,,,,,,,,,,,,14.65,1.21
+13/11/2001,,,,,,,,,,,,,,,12,1.33
+14/11/2001,,,,,,,,,,,,,,,12.35,1.44
+15/11/2001,,,,,,,,,,,,,,,9.7,1.42
+16/11/2001,,,,,,,,,,,,,,,12.3,1.37
+17/11/2001,,,,,,,,,,,,,,,11.85,1.23
+18/11/2001,,,,,,,,,,,,,,,8.9,1.12
+19/11/2001,,,,,,,,,,,,,,,8.75,1.24
+20/11/2001,,,,,,,,,,,,,,,9.45,1.19
+21/11/2001,,,,,,,,,,,,,,,9.25,1.12
+22/11/2001,,,,,,,,,,,,,,,7.75,1.39
+23/11/2001,,,,,,,,,,,,,,,9.35,1.4
+24/11/2001,,,,,,,,,,,,,,,5.7,1.19
+25/11/2001,,,,,,,,,,,,,,,7.2,1.11
+26/11/2001,,,,,,,,,,,,,,,9.6,1.1
+27/11/2001,,,,,,,,,,,,,,,8.15,1.12
+28/11/2001,,,,,,,,,,,,,,,10.25,1.28
+29/11/2001,,,,,,,,,,,,,,,8.35,1.26
+30/11/2001,,,,,,,,,,,,,,,8.85,1.28
+01/12/2001,,,,,,,,,,,,,,,9.95,1.22
+02/12/2001,,,,,,,,,,,,,,,12.1,1.1
+03/12/2001,,,,,,,,,,,,,,,9.2,1.08
+04/12/2001,,,,,,,,,,,,,,,5.75,1.11
+05/12/2001,,,,,,,,,,,,,,,12.05,1.1
+06/12/2001,,,,,,,,,,,,,,,9.7,1.22
+07/12/2001,,,,,,,,,,,,,,,8.75,1.31
+08/12/2001,,,,,,,,,,,,,,,8.1,1.21
+09/12/2001,,,,,,,,,,,,,,,6.55,1.07
+10/12/2001,,,,,,,,,,,,,,,5.65,1.09
+11/12/2001,,,,,,,,,,,,,,,5.85,1.15
+12/12/2001,,,,,,,,,,,,,,,7.2,1.17
+13/12/2001,,,,,,,,,,,,,,,4.2,1.18
+14/12/2001,,,,,,,,,,,,,,,3.15,1.34
+15/12/2001,,,,,,,,,,,,,,,3.6,1.15
+16/12/2001,,,,,,,,,,,,,,,4.25,1.06
+17/12/2001,,,,,,,,,,,,,,,2,1.03
+18/12/2001,,,,,,,,,,,,,,,2.15,1.04
+19/12/2001,,,,,,,,,,,,,,,1.1,1.16
+20/12/2001,,,,,,,,,,,,,,,5.35,1.18
+21/12/2001,,,,,,,,,,,,,,,7.75,1.17
+22/12/2001,,,,,,,,,,,,,,,7.75,1.15
+23/12/2001,,,,,,,,,,,,,,,6,1.3
+24/12/2001,,,,,,,,,,,,,,,3.15,1.3
+25/12/2001,,,,,,,,,,,,,,,0.4,1.24
+26/12/2001,,,,,,,,,,,,,,,5.45,1.2
+27/12/2001,,,,,,,,,,,,,,,3.65,1.5
+28/12/2001,,,,,,,,,,,,,,,0.6,1.39
+29/12/2001,,,,,,,,,,,,,,,7.4,1.37
+30/12/2001,,,,,,,,,,,,,,,11.7,1.51
+31/12/2001,,,,,,,,,,,,,,,7.15,1.97
+01/01/2002,,,,,,,,,,,,,,,2.8,1.63
+02/01/2002,,,,,,,,,,,,,,,1.3,1.37
+03/01/2002,,,,,,,,,,,,,,,4,1.42
+04/01/2002,,,,,,,,,,,,,,,2,1.48
+05/01/2002,,,,,,,,,,,,,,,1.85,1.32
+06/01/2002,,,,,,,,,,,,,,,2.45,1.16
+07/01/2002,,,,,,,,,,,,,,,2,1.19
+08/01/2002,,,,,,,,,,,,,,,3.15,1.25
+09/01/2002,,,,,,,,,,,,,,,4.05,1.27
+10/01/2002,,,,,,,,,,,,,,,4.4,1.28
+11/01/2002,,,,,,,,,,,,,,,5.45,1.27
+12/01/2002,,,,,,,,,,,,,,,6.65,1.21
+13/01/2002,,,,,,,,,,,,,,,4.9,1.11
+14/01/2002,,,,,,,,,,,,,,,4.9,1.15
+15/01/2002,,,,,,,,,,,,,,,3.3,1.25
+16/01/2002,,,,,,,,,,,,,,,3.3,1.22
+17/01/2002,,,,,,,,,,,,,,,4.4,1.18
+18/01/2002,,,,,,,,,,,,,,,5.5,1.18
+19/01/2002,,,,,,,,,,,,,,,4.65,1.15
+20/01/2002,,,,,,,,,,,,,,,9.2,1.1
+21/01/2002,,,,,,,,,,,,,,,6.3,1.13
+22/01/2002,,,,,,,,,,,,,,,10.85,1.18
+23/01/2002,,,,,,,,,,,,,,,8.95,1.19
+24/01/2002,,,,,,,,,,,,,,,10.25,1.27
+25/01/2002,,,,,,,,,,,,,,,12.2,1.4
+26/01/2002,,,,,,,,,,,,,,,9.25,1.34
+27/01/2002,,,,,,,,,,,,,,,9.1,1.25
+28/01/2002,,,,,,,,,,,,,,,12.95,1.38
+29/01/2002,,,,,,,,,,,,,,,10.15,1.39
+30/01/2002,,,,,,,,,,,,,,,12,1.45
+31/01/2002,,,,,,,,,,,,,,,12.35,1.41
+01/02/2002,,,,,,,,,,,,,,,11.65,1.35
+02/02/2002,,,,,,,,,,,,,,,11.8,1.28
+03/02/2002,,,,,,,,,,,,,,,9.65,1.12
+04/02/2002,,,,,,,,,,,,,,,8.4,1.17
+05/02/2002,,,,,,,,,,,,,,,7.45,1.47
+06/02/2002,,,,,,,,,,,,,,,10.55,1.43
+07/02/2002,,,,,,,,,,,,,,,12.3,1.56
+08/02/2002,,,,,,,,,,,,,,,10.15,1.66
+09/02/2002,,,,,,,,,,,,,,,9,1.47
+10/02/2002,,,,,,,,,,,,,,,13.4,1.33
+11/02/2002,,,,,,,,,,,,,,,11.9,1.27
+12/02/2002,,,,,,,,,,,,,,,10.45,1.4
+13/02/2002,,,,,,,,,,,,,,,12.75,1.43
+14/02/2002,,,,,,,,,,,,,,,13.75,1.39
+15/02/2002,,,,,,,,,,,,,,,10.7,1.42
+16/02/2002,,,,,,,,,,,,,,,11.65,2.1
+17/02/2002,,,,,,,,,,,,,,,10.55,1.73
+18/02/2002,,,,,,,,,,,,,,,9.05,2.53
+19/02/2002,,,,,,,,,,,,,,,10.95,2.49
+20/02/2002,,,,,,,,,,,,,,,10.6,2.03
+21/02/2002,,,,,,,,,,,,,,,9.65,2.98
+22/02/2002,,,,,,,,,,,,,,,9.05,3.14
+23/02/2002,,,,,,,,,,,,,,,8.4,2.52
+24/02/2002,,,,,,,,,,,,,,,10.6,1.91
+25/02/2002,,,,,,,,,,,,,,,6.75,1.97
+26/02/2002,,,,,,,,,,,,,,,11.5,1.8
+27/02/2002,,,,,,,,,,,,,,,13.8,1.88
+28/02/2002,,,,,,,,,,,,,,,13.85,1.65
+01/03/2002,,,,,,,,,,,,,,,14,1.58
+02/03/2002,,,,,,,,,,,,,,,13.3,1.52
+03/03/2002,,,,,,,,,,,,,,,11.7,1.29
+04/03/2002,,,,,,,,,,,,,,,11,1.37
+05/03/2002,,,,,,,,,,,,,,,12.05,1.32
+06/03/2002,,,,,,,,,,,,,,,15.2,1.49
+07/03/2002,,,,,,,,,,,,,,,14,1.56
+08/03/2002,,,,,,,,,,,,,,,14.7,1.54
+09/03/2002,,,,,,,,,,,,,,,13.6,1.29
+10/03/2002,,,,,,,,,,,,,,,12.85,1.2
+11/03/2002,,,,,,,,,,,,,,,14.25,1.17
+12/03/2002,,,,,,,,,,,,,,,14.7,1.2
+13/03/2002,,,,,,,,,,,,,,,15.25,1.23
+14/03/2002,,,,,,,,,,,,,,,14,1.24
+15/03/2002,,,,,,,,,,,,,,,13.25,1.19
+16/03/2002,,,,,,,,,,,,,,,13.7,1.18
+17/03/2002,,,,,,,,,,,,,,,15.2,1.17
+18/03/2002,,,,,,,,,,,,,,,14.25,1.19
+19/03/2002,,,,,,,,,,,,,,,15.25,1.24
+20/03/2002,,,,,,,,,,,,,,,16.25,1.34
+21/03/2002,,,,,,,,,,,,,,,15.45,1.39
+22/03/2002,,,,,,,,,,,,,,,15.75,1.31
+23/03/2002,,,,,,,,,,,,,,,14.05,1.22
+24/03/2002,,,,,,,,,,,,,,,8.25,1.1
+25/03/2002,,,,,,,,,,,,,,,7.8,1.15
+26/03/2002,,,,,,,,,,,,,,,8.8,1.24
+27/03/2002,,,,,,,,,,,,,,,10.45,1.28
+28/03/2002,,,,,,,,,,,,,,,11.05,1.34
+29/03/2002,,,,,,,,,,,,,,,10.4,1.25
+30/03/2002,,,,,,,,,,,,,,,12.65,1.11
+31/03/2002,,,,,,,,,,,,,,,11.5,1.09
+01/04/2002,,,,,,,,,,,,,,,14.05,1.08
+02/04/2002,,,,,,,,,,,,,,,14.05,1.12
+03/04/2002,,,,,,,,,,,,,,,14.9,1.22
+04/04/2002,,,,,,,,,,,,,,,15.4,1.23
+05/04/2002,,,,,,,,,,,,,,,14.85,1.15
+06/04/2002,,,,,,,,,,,,,,,10.4,1.13
+07/04/2002,,,,,,,,,,,,,,,12.95,1.13
+08/04/2002,,,,,,,,,,,,,,,15.3,1.13
+09/04/2002,,,,,,,,,,,,,,,10.15,1.21
+10/04/2002,,,,,,,,,,,,,,,11.15,1.22
+11/04/2002,,,,,,,,,,,,,,,11.85,1.2
+12/04/2002,,,,,,,,,,,,,,,14.4,1.35
+13/04/2002,,,,,,,,,,,,,,,14.55,1.37
+14/04/2002,,,,,,,,,,,,,,,14.25,1.35
+15/04/2002,,,,,,,,,,,,,,,15.3,1.43
+16/04/2002,,,,,,,,,,,,,,,14.45,1.4
+17/04/2002,,,,,,,,,,,,,,,13.85,1.45
+18/04/2002,,,,,,,,,,,,,,,14.15,1.39
+19/04/2002,,,,,,,,,,,,,,,14.9,1.47
+20/04/2002,,,,,,,,,,,,,,,13.95,1.27
+21/04/2002,,,,,,,,,,,,,,,15.15,1.25
+22/04/2002,,,,,,,,,,,,,,,18.55,1.44
+23/04/2002,,,,,,,,,,,,,,,16.7,1.54
+24/04/2002,,,,,,,,,,,,,,,15.9,1.49
+25/04/2002,,,,,,,,,,,,,,,16.25,1.24
+26/04/2002,,,,,,,,,,,,,,,16.85,1.2
+27/04/2002,,,,,,,,,,,,,,,17.3,1.24
+28/04/2002,,,,,,,,,,,,,,,16.75,1.24
+29/04/2002,,,,,,,,,,,,,,,15.3,1.28
+30/04/2002,,,,,,,,,,,,,,,17.6,1.43
+01/05/2002,,,,,,,,,,,,,,,19.05,1.31
+02/05/2002,,,,,,,,,,,,,,,17.15,1.35
+03/05/2002,,,,,,,,,,,,,,,17.8,1.4
+04/05/2002,,,,,,,,,,,,,,,15.95,1.64
+05/05/2002,,,,,,,,,,,,,,,14.35,1.58
+06/05/2002,,,,,,,,,,,,,,,15.8,1.53
+07/05/2002,,,,,,,,,,,,,,,17.9,1.83
+08/05/2002,,,,,,,,,,,,,,,17.75,1.56
+09/05/2002,,,,,,,,,,,,,,,17.25,1.64
+10/05/2002,,,,,,,,,,,,,,,17.7,1.79
+11/05/2002,,,,,,,,,,,,,,,19,1.65
+12/05/2002,,,,,,,,,,,,,,,18.5,1.45
+13/05/2002,,,,,,,,,,,,,,,18.65,1.57
+14/05/2002,,,,,,,,,,,,,,,18.65,1.61
+15/05/2002,,,,,,,,,,,,,,,19.7,1.62
+16/05/2002,,,,,,,,,,,,,,,22.6,1.54
+17/05/2002,,,,,,,,,,,,,,,22.1,1.43
+18/05/2002,,,,,,,,,,,,,,,20.5,1.27
+19/05/2002,,,,,,,,,,,,,,,20.95,1.18
+20/05/2002,,,,,,,,,,,,,,,19.3,1.22
+21/05/2002,,,,,,,,,,,,,,,21.15,1.3
+22/05/2002,,,,,,,,,,,,,,,21.7,1.27
+23/05/2002,,,,,,,,,,,,,,,21.4,1.24
+24/05/2002,,,,,,,,,,,,,,,20.15,1.28
+25/05/2002,,,,,,,,,,,,,,,23.05,1.2
+26/05/2002,,,,,,,,,,,,,,,19.9,1.15
+27/05/2002,,,,,,,,,,,,,,,18.05,1.16
+28/05/2002,,,,,,,,,,,,,,,16.95,1.37
+29/05/2002,,,,,,,,,,,,,,,19.85,1.38
+30/05/2002,,,,,,,,,,,,,,,21.1,1.29
+31/05/2002,,,,,,,,,,,,,,,22.6,1.29
+01/06/2002,,,,,,,,,,,,,,,22.9,1.32
+02/06/2002,,,,,,,,,,,,,,,22.4,1.14
+03/06/2002,,,,,,,,,,,,,,,21.3,1.17
+04/06/2002,,,,,,,,,,,,,,,21.95,1.19
+05/06/2002,,,,,,,,,,,,,,,22.2,1.2
+06/06/2002,,,,,,,,,,,,,,,20.9,1.2
+07/06/2002,,,,,,,,,,,,,,,16.9,1.35
+08/06/2002,,,,,,,,,,,,,,,19.3,1.38
+09/06/2002,,,,,,,,,,,,,,,19.1,1.2
+10/06/2002,,,,,,,,,,,,,,,20.1,1.35
+11/06/2002,,,,,,,,,,,,,,,20.7,1.24
+12/06/2002,,,,,,,,,,,,,,,22.2,1.31
+13/06/2002,,,,,,,,,,,,,,,24.1,1.28
+14/06/2002,,,,,,,,,,,,,,,24.3,1.24
+15/06/2002,,,,,,,,,,,,,,,24.9,1.17
+16/06/2002,,,,,,,,,,,,,,,24.8,1.06
+17/06/2002,,,,,,,,,,,,,,,27.45,1.06
+18/06/2002,,,,,,,,,,,,,,,29.9,1.1
+19/06/2002,,,,,,,,,,,,,,,29.35,1.05
+20/06/2002,,,,,,,,,,,,,,,29.3,1.03
+21/06/2002,,,,,,,,,,,,,,,28.5,1.02
+22/06/2002,,,,,,,,,,,,,,,29.75,1.01
+23/06/2002,,,,,,,,,,,,,,,30.65,1
+24/06/2002,,,,,,,,,,,,,,,30.75,1
+25/06/2002,,,,,,,,,,,,,,,30.3,1.03
+26/06/2002,,,,,,,,,,,,,,,27,1.03
+27/06/2002,,,,,,,,,,,,,,,26.05,0.99
+28/06/2002,,,,,,,,,,,,,,,26.9,1
+29/06/2002,,,,,,,,,,,,,,,25.45,1.01
+30/06/2002,,,,,,,,,,,,,,,22.7,1
+01/07/2002,,,,,,,,,,,,,,,24.05,1.05
+02/07/2002,,,,,,,,,,,,,,,26.45,1.08
+03/07/2002,,,,,,,,,,,,,,,26.3,1.04
+04/07/2002,,,,,,,,,,,,,,,24.9,1.02
+05/07/2002,,,,,,,,,,,,,,,24.95,1.02
+06/07/2002,,,,,,,,,,,,,,,24.1,1.04
+07/07/2002,,,,,,,,,,,,,,,25.4,1.03
+08/07/2002,,,,,,,,,,,,,,,26.25,1.04
+09/07/2002,,,,,,,,,,,,,,,26.65,1.2
+10/07/2002,,,,,,,,,,,,,,,26.35,1.16
+11/07/2002,,,,,,,,,,,,,,,26,1.17
+12/07/2002,,,,,,,,,,,,,,,27.6,1.1
+13/07/2002,,,,,,,,,,,,,,,25.85,1.03
+14/07/2002,,,,,,,,,,,,,,,23.1,1.04
+15/07/2002,,,,,,,,,,,,,,,22.3,1.21
+16/07/2002,,,,,,,,,,,,,,,20.8,1.24
+17/07/2002,,,,,,,,,,,,,,,22.6,1.18
+18/07/2002,,,,,,,,,,,,,,,25,1.08
+19/07/2002,,,,,,,,,,,,,,,23.85,1.07
+20/07/2002,,,,,,,,,,,,,,,25.25,1.06
+21/07/2002,,,,,,,,,,,,,,,25.15,1.07
+22/07/2002,,,,,,,,,,,,,,,25.65,1.03
+23/07/2002,,,,,,,,,,,,,,,27.15,1.03
+24/07/2002,,,,,,,,,,,,,,,27,1.03
+25/07/2002,,,,,,,,,,,,,,,25.8,1.08
+26/07/2002,,,,,,,,,,,,,,,23.5,1.03
+27/07/2002,,,,,,,,,,,,,,,22.1,1.02
+28/07/2002,,,,,,,,,,,,,,,24.75,1.02
+29/07/2002,,,,,,,,,,,,,,,26.35,1.01
+30/07/2002,,,,,,,,,,,,,,,26.35,1.09
+31/07/2002,,,,,,,,,,,,,,,25.1,1.09
+01/08/2002,,,,,,,,,,,,,,,26.3,1.09
+02/08/2002,,,,,,,,,,,,,,,27.4,1.05
+03/08/2002,,,,,,,,,,,,,,,27.6,1.04
+04/08/2002,,,,,,,,,,,,,,,26.6,1.03
+05/08/2002,,,,,,,,,,,,,,,26.35,1.02
+06/08/2002,,,,,,,,,,,,,,,23.25,1.13
+07/08/2002,,,,,,,,,,,,,,,23,1.24
+08/08/2002,,,,,,,,,,,,,,,24.7,1.05
+09/08/2002,,,,,,,,,,,,,,,22.05,1.23
+10/08/2002,,,,,,,,,,,,,,,19.2,1.52
+11/08/2002,,,,,,,,,,,,,,,20.8,2.19
+12/08/2002,,,,,,,,,,,,,,,21.05,1.59
+13/08/2002,,,,,,,,,,,,,,,22.75,1.43
+14/08/2002,,,,,,,,,,,,,,,23.9,1.27
+15/08/2002,,,,,,,,,,,,,,,24.2,1.23
+16/08/2002,,,,,,,,,,,,,,,25.8,1.07
+17/08/2002,,,,,,,,,,,,,,,25.15,1.08
+18/08/2002,,,,,,,,,,,,,,,24.6,1.04
+19/08/2002,,,,,,,,,,,,,,,25.45,1.07
+20/08/2002,,,,,,,,,,,,,,,26.8,1.2
+21/08/2002,,,,,,,,,,,,,,,26.15,1.08
+22/08/2002,,,,,,,,,,,,,,,26.2,1.05
+23/08/2002,,,,,,,,,,,,,,,25.25,1.06
+24/08/2002,,,,,,,,,,,,,,,24.75,1.14
+25/08/2002,,,,,,,,,,,,,,,25.25,1.05
+26/08/2002,,,,,,,,,,,,,,,24.15,1.12
+27/08/2002,,,,,,,,,,,,,,,23.5,1.33
+28/08/2002,,,,,,,,,,,,,,,21.9,1.24
+29/08/2002,,,,,,,,,,,,,,,21.7,1.26
+30/08/2002,,,,,,,,,,,,,,,22.7,1.3
+31/08/2002,,,,,,,,,,,,,,,23.4,1.19
+01/09/2002,,,,,,,,,,,,,,,23.15,1.17
+02/09/2002,,,,,,,,,,,,,,,23.45,1.09
+03/09/2002,,,,,,,,,,,,,,,22.9,1.13
+04/09/2002,,,,,,,,,,,,,,,21.95,1.17
+05/09/2002,,,,,,,,,,,,,,,22.65,1.26
+06/09/2002,,,,,,,,,,,,,,,20.25,1.28
+07/09/2002,,,,,,,,,,,,,,,20.2,1.34
+08/09/2002,,,,,,,,,,,,,,,21.3,1.15
+09/09/2002,,,,,,,,,,,,,,,22.75,1.18
+10/09/2002,,,,,,,,,,,,,,,24.3,1.24
+11/09/2002,,,,,,,,,,,,,,,22,1.22
+12/09/2002,,,,,,,,,,,,,,,21.85,1.22
+13/09/2002,,,,,,,,,,,,,,,19.35,1.21
+14/09/2002,,,,,,,,,,,,,,,18.35,1.12
+15/09/2002,,,,,,,,,,,,,,,18.3,1.04
+16/09/2002,,,,,,,,,,,,,,,19.85,1.11
+17/09/2002,,,,,,,,,,,,,,,20.25,1.12
+18/09/2002,,,,,,,,,,,,,,,21.35,1.09
+19/09/2002,,,,,,,,,,,,,,,21.85,1.13
+20/09/2002,,,,,,,,,,,,,,,23.75,1.14
+21/09/2002,,,,,,,,,,,,,,,22.05,1.14
+22/09/2002,,,,,,,,,,,,,,,18.9,1.78
+23/09/2002,,,,,,,,,,,,,,,15.9,2.16
+24/09/2002,,,,,,,,,,,,,,,15.6,2.26
+25/09/2002,,,,,,,,,,,,,,,15.35,1.62
+26/09/2002,,,,,,,,,,,,,,,16.9,1.67
+27/09/2002,,,,,,,,,,,,,,,17.45,1.46
+28/09/2002,,,,,,,,,,,,,,,14.8,1.4
+29/09/2002,,,,,,,,,,,,,,,12.8,1.16
+30/09/2002,,,,,,,,,,,,,,,15,1.2
+01/10/2002,,,,,,,,,,,,,,,16,1.26
+02/10/2002,,,,,,,,,,,,,,,16,1.24
+03/10/2002,,,,,,,,,,,,,,,17.2,1.24
+04/10/2002,,,,,,,,,,,,,,,15.75,1.29
+05/10/2002,,,,,,,,,,,,,,,18.65,1.16
+06/10/2002,,,,,,,,,,,,,,,15.95,1.1
+07/10/2002,,,,,,,,,,,,,,,17.4,1.11
+08/10/2002,,,,,,,,,,,,,,,14.45,1.21
+09/10/2002,,,,,,,,,,,,,,,18.5,1.15
+10/10/2002,,,,,,,,,,,,,,,17.45,1.31
+11/10/2002,,,,,,,,,,,,,,,16.9,1.8
+12/10/2002,,,,,,,,,,,,,,,12.7,1.87
+13/10/2002,,,,,,,,,,,,,,,16.55,1.58
+14/10/2002,,,,,,,,,,,,,,,15.35,1.53
+15/10/2002,,,,,,,,,,,,,,,18.2,1.44
+16/10/2002,,,,,,,,,,,,,,,19.65,1.44
+17/10/2002,,,,,,,,,,,,,,,20,1.46
+18/10/2002,,,,,,,,,,,,,,,18.1,1.89
+19/10/2002,,,,,,,,,,,,,,,,1.58
+20/10/2002,,,,,,,,,,,,,,,14.25,1.4
+21/10/2002,,,,,,,,,,,,,,,14.9,1.53
+22/10/2002,,,,,,,,,,,,,,,19.65,2.31
+23/10/2002,,,,,,,,,,,,,,,19.85,2.68
+24/10/2002,,,,,,,,,,,,,,,17.25,2.05
+25/10/2002,,,,,,,,,,,,,,,17.35,1.72
+26/10/2002,,,,,,,,,,,,,,,18.95,1.73
+27/10/2002,,,,,,,,,,,,,,,18.3,1.53
+28/10/2002,,,,,,,,,,,,,,,16.2,1.4
+29/10/2002,,,,,,,,,,,,,,,14.9,1.3
+30/10/2002,,,,,,,,,,,,,,,12.6,1.48
+31/10/2002,,,,,,,,,,,,,,,17.8,1.47
+01/11/2002,,,,,,,,,,,,,,,18.2,1.58
+02/11/2002,,,,,,,,,,,,,,,16.95,1.75
+03/11/2002,,,,,,,,,,,,,,,17,1.73
+04/11/2002,,,,,,,,,,,,,,,14.3,1.72
+05/11/2002,,,,,,,,,,,,,,,12.05,1.54
+06/11/2002,,,,,,,,,,,,,,,8.5,1.51
+07/11/2002,,,,,,,,,,,,,,,5.85,1.53
+08/11/2002,,,,,,,,,,,,,,,8.7,1.46
+09/11/2002,,,,,,,,,,,,,,,6.05,1.35
+10/11/2002,,,,,,,,,,,,,,,13.15,1.2
+11/11/2002,,,,,,,,,,,,,,,9.3,1.3
+12/11/2002,,,,,,,,,,,,,,,15.05,1.35
+13/11/2002,,,,,,,,,,,,,,,15.75,1.35
+14/11/2002,,,,,,,,,,,,,,,17.5,1.35
+15/11/2002,,,,,,,,,,,,,,,19.8,1.41
+16/11/2002,,,,,,,,,,,,,,,18.3,1.33
+17/11/2002,,,,,,,,,,,,,,,16.1,1.29
+18/11/2002,,,,,,,,,,,,,,,14.4,2.15
+19/11/2002,,,,,,,,,,,,,,,12.75,2.39
+20/11/2002,,,,,,,,,,,,,,,14.1,2.34
+21/11/2002,,,,,,,,,,,,,,,11.8,2.45
+22/11/2002,,,,,,,,,,,,,,,13.6,2.53
+23/11/2002,,,,,,,,,,,,,,,12.5,2.75
+24/11/2002,,,,,,,,,,,,,,,,2.37
+25/11/2002,,,,,,,,,,,,,,,17.75,1.99
+26/11/2002,,,,,,,,,,,,,,,17.65,1.98
+27/11/2002,,,,,,,,,,,,,,,18.15,1.83
+28/11/2002,,,,,,,,,,,,,,,17.3,1.62
+29/11/2002,,,,,,,,,,,,,,,14,2.09
+30/11/2002,,,,,,,,,,,,,,,9.1,2.76
+01/12/2002,,,,,,,,,,,,,,,9.45,2.57
+02/12/2002,,,,,,,,,,,,,,,6.65,2.26
+03/12/2002,,,,,,,,,,,,,,,8.75,2.2
+04/12/2002,,,,,,,,,,,,,,,10.3,1.86
+05/12/2002,,,,,,,,,,,,,,,11.8,1.91
+06/12/2002,,,,,,,,,,,,,,,12.7,2.26
+07/12/2002,,,,,,,,,,,,,,,11.8,2.32
+08/12/2002,,,,,,,,,,,,,,,9.75,2.11
+09/12/2002,,,,,,,,,,,,,,,6.5,1.96
+10/12/2002,,,,,,,,,,,,,,,5.25,1.77
+11/12/2002,,,,,,,,,,,,,,,6.5,1.74
+12/12/2002,,,,,,,,,,,,,,,8.35,1.59
+13/12/2002,,,,,,,,,,,,,,,9.55,2.34
+14/12/2002,,,,,,,,,,,,,,,5.9,2.4
+15/12/2002,,,,,,,,,,,,,,,8.2,2.23
+16/12/2002,,,,,,,,,,,,,,,9.15,2.6
+17/12/2002,,,,,,,,,,,,,,,,2.3
+18/12/2002,,,,,,,,,,,,,,,9.65,2.9
+19/12/2002,,,,,,,,,,,,,,,6.95,3.03
+20/12/2002,,,,,,,,,,,,,,,5.75,2.48
+21/12/2002,,,,,,,,,,,,,,,6.75,2.23
+22/12/2002,,,,,,,,,,,,,,,9.55,2.05
+23/12/2002,,,,,,,,,,,,,,,12,2.16
+24/12/2002,,,,,,,,,,,,,,,13.35,2.15
+25/12/2002,,,,,,,,,,,,,,,11.3,2.63
+26/12/2002,,,,,,,,,,,,,,,11.8,2.67
+27/12/2002,,,,,,,,,,,,,,,10.45,2.44
+28/12/2002,,,,,,,,,,,,,,,11.85,2.57
+29/12/2002,,,,,,,,,,,,,,,10.45,2.67
+30/12/2002,,,,,,,,,,,,,,,11.65,2.31
+31/12/2002,,,,,,,,,,,,,,,11.45,2.5
+01/01/2003,,,,,,,,,,,,,,,11.65,2.77
+02/01/2003,,,,,,,,,,,,,,,11.2,2.44
+03/01/2003,,,,,,,,,,,,,,,14.75,2.41
+04/01/2003,,,,,,,,,,,,,,,14.1,2.25
+05/01/2003,,,,,,,,,,,,,,,8.9,2.04
+06/01/2003,,,,,,,,,,,,,,,5.2,2
+07/01/2003,,,,,,,,,,,,,,,4.75,2.67
+08/01/2003,,,,,,,,,,,,,,,5.55,2.65
+09/01/2003,,,,,,,,,,,,,,,3,2.79
+10/01/2003,,,,,,,,,,,,,,,3.65,2.81
+11/01/2003,,,,,,,,,,,,,,,4.25,2.44
+12/01/2003,,,,,,,,,,,,,,,2.7,2.1
+13/01/2003,,,,,,,,,,,,,,,3.6,1.96
+14/01/2003,,,,,,,,,,,,,,,3.5,1.96
+15/01/2003,,,,,,,,,,,,,,,7.15,1.86
+16/01/2003,,,,,,,,,,,,,,,5.35,1.86
+17/01/2003,,,,,,,,,,,,,,,8.25,1.88
+18/01/2003,,,,,,,,,,,,,,,7.35,1.77
+19/01/2003,,,,,,,,,,,,,,,6.8,1.56
+20/01/2003,,,,,,,,,,,,,,,7.25,1.74
+21/01/2003,,,,,,,,,,,,,,,9.8,1.83
+22/01/2003,,,,,,,,,,,,,,,10.95,2.9
+23/01/2003,,,,,,,,,,,,,,,8.85,3.05
+24/01/2003,,,,,,,,,,,,,,,10.95,2.91
+25/01/2003,,,,,,,,,,,,,,,8.9,2.49
+26/01/2003,,,,,,,,,,,,,,,6.7,2.13
+27/01/2003,,,,,,,,,,,,,,,8.55,2.03
+28/01/2003,,,,,,,,,,,,,,,7.25,1.94
+29/01/2003,,,,,,,,,,,,,,,6.25,1.93
+30/01/2003,,,,,,,,,,,,,,,3.85,1.84
+31/01/2003,,,,,,,,,,,,,,,5.8,1.84
+01/02/2003,,,,,,,,,,,,,,,5.3,1.74
+02/02/2003,,,,,,,,,,,,,,,3.65,1.5
+03/02/2003,,,,,,,,,,,,,,,2.6,1.56
+04/02/2003,,,,,,,,,,,,,,,8.25,3.48
+05/02/2003,,,,,,,,,,,,,,,5.5,3.2
+06/02/2003,,,,,,,,,,,,,,,4.7,2.51
+07/02/2003,,,,,,,,,,,,,,,3.5,2.2
+08/02/2003,,,,,,,,,,,,,,,4.6,1.91
+09/02/2003,,,,,,,,,,,,,,,6.95,1.72
+10/02/2003,,,,,,,,,,,,,,,3.55,1.9
+11/02/2003,,,,,,,,,,,,,,,5.5,1.91
+12/02/2003,,,,,,,,,,,,,,,3.9,1.82
+13/02/2003,,,,,,,,,,,,,,,3.35,1.77
+14/02/2003,,,,,,,,,,,,,,,4.2,1.75
+15/02/2003,,,,,,,,,,,,,,,3.65,1.51
+16/02/2003,,,,,,,,,,,,,,,4.8,1.42
+17/02/2003,,,,,,,,,,,,,,,4.2,1.52
+18/02/2003,,,,,,,,,,,,,,,4,1.63
+19/02/2003,,,,,,,,,,,,,,,4.55,1.56
+20/02/2003,,,,,,,,,,,,,,,6.1,1.53
+21/02/2003,,,,,,,,,,,,,,,7,1.46
+22/02/2003,,,,,,,,,,,,,,,7.95,1.37
+23/02/2003,,,,,,,,,,,,,,,4.75,1.31
+24/02/2003,,,,,,,,,,,,,,,6.3,1.37
+25/02/2003,,,,,,,,,,,,,,,7.85,1.41
+26/02/2003,,,,,,,,,,,,,,,7.15,1.39
+27/02/2003,,,,,,,,,,,,,,,8.3,1.47
+28/02/2003,,,,,,,,,,,,,,,10.65,1.66
+01/03/2003,,,,,,,,,,,,,,,12.9,1.46
+02/03/2003,,,,,,,,,,,,,,,10.7,1.36
+03/03/2003,,,,,,,,,,,,,,,9.45,2.36
+04/03/2003,,,,,,,,,,,,,,,11.65,2.23
+05/03/2003,,,,,,,,,,,,,,,10.7,1.98
+06/03/2003,,,,,,,,,,,,,,,10.55,1.87
+07/03/2003,,,,,,,,,,,,,,,10.95,1.84
+08/03/2003,,,,,,,,,,,,,,,10.95,1.66
+09/03/2003,,,,,,,,,,,,,,,13.5,1.63
+10/03/2003,,,,,,,,,,,,,,,12,1.63
+11/03/2003,,,,,,,,,,,,,,,13.7,1.57
+12/03/2003,,,,,,,,,,,,,,,13.15,1.61
+13/03/2003,,,,,,,,,,,,,,,13.05,1.58
+14/03/2003,,,,,,,,,,,,,,,9.25,1.56
+15/03/2003,,,,,,,,,,,,,,,6.6,1.43
+16/03/2003,,,,,,,,,,,,,,,8.8,1.32
+17/03/2003,,,,,,,,,,,,,,,11.1,1.39
+18/03/2003,,,,,,,,,,,,,,,10,1.51
+19/03/2003,,,,,,,,,,,,,,,10.9,1.49
+20/03/2003,,,,,,,,,,,,,,,10.95,1.41
+21/03/2003,,,,,,,,,,,,,,,13.15,1.44
+22/03/2003,,,,,,,,,,,,,,,12.4,1.41
+23/03/2003,,,,,,,,,,,,,,,10.25,1.26
+24/03/2003,,,,,,,,,,,,,,,13,1.28
+25/03/2003,,,,,,,,,,,,,,,11.35,1.32
+26/03/2003,,,,,,,,,,,,,,,12.35,1.35
+27/03/2003,,,,,,,,,,,,,,,11.45,1.42
+28/03/2003,,,,,,,,,,,,,,,13.1,1.49
+29/03/2003,,,,,,,,,,,,,,,14.25,1.33
+30/03/2003,,,,,,,,,,,,,,,14.85,1.23
+31/03/2003,,,,,,,,,,,,,,,15.95,1.39
+01/04/2003,,,,,,,,,,,,,,,16.15,1.43
+02/04/2003,,,,,,,,,,,,,,,13.6,1.43
+03/04/2003,,,,,,,,,,,,,,,8.45,1.59
+04/04/2003,,,,,,,,,,,,,,,10.55,1.87
+05/04/2003,,,,,,,,,,,,,,,13.55,1.76
+06/04/2003,,,,,,,,,,,,,,,13.4,1.5
+07/04/2003,,,,,,,,,,,,,,,5.45,1.44
+08/04/2003,,,,,,,,,,,,,,,5.35,1.49
+09/04/2003,,,,,,,,,,,,,,,7.3,1.49
+10/04/2003,,,,,,,,,,,,,,,8.95,1.58
+11/04/2003,,,,,,,,,,,,,,,11.45,1.81
+12/04/2003,,,,,,,,,,,,,,,12.2,2.15
+13/04/2003,,,,,,,,,,,,,,,12.4,2.16
+14/04/2003,,,,,,,,,,,,,,,14.35,2.07
+15/04/2003,,,,,,,,,,,,,,,16.05,1.94
+16/04/2003,,,,,,,,,,,,,,,17.3,1.82
+17/04/2003,,,,,,,,,,,,,,,17.8,1.69
+18/04/2003,,,,,,,,,,,,,,,17.2,1.57
+19/04/2003,,,,,,,,,,,,,,,14.65,1.41
+20/04/2003,,,,,,,,,,,,,,,15.6,1.36
+21/04/2003,,,,,,,,,,,,,,,13.8,1.56
+22/04/2003,,,,,,,,,,,,,,,15.1,1.94
+23/04/2003,,,,,,,,,,,,,,,15.95,1.8
+24/04/2003,,,,,,,,,,,,,,,16.15,1.77
+25/04/2003,,,,,,,,,,,,,,,18.65,1.6
+26/04/2003,,,,,,,,,,,,,,,17.85,1.37
+27/04/2003,,,,,,,,,,,,,,,17.2,1.39
+28/04/2003,,,,,,,,,,,,,,,18.3,1.53
+29/04/2003,,,,,,,,,,,,,,,19.5,1.57
+30/04/2003,,,,,,,,,,,,,,,20.7,1.53
+01/05/2003,,,,,,,,,,,,,,,21.8,1.38
+02/05/2003,,,,,,,,,,,,,,,21.8,1.42
+03/05/2003,,,,,,,,,,,,,,,20.65,1.4
+04/05/2003,,,,,,,,,,,,,,,22.3,1.27
+05/05/2003,,,,,,,,,,,,,,,24.35,1.28
+06/05/2003,,,,,,,,,,,,,,,25.2,1.38
+07/05/2003,,,,,,,,,,,,,,,25.05,1.39
+08/05/2003,,,,,,,,,,,,,,,25.05,1.44
+09/05/2003,,,,,,,,,,,,,,,22.4,1.39
+10/05/2003,,,,,,,,,,,,,,,19.05,1.32
+11/05/2003,,,,,,,,,,,,,,,23.1,1.23
+12/05/2003,,,,,,,,,,,,,,,21.5,1.31
+13/05/2003,,,,,,,,,,,,,,,20.55,1.27
+14/05/2003,,,,,,,,,,,,,,,18.85,1.25
+15/05/2003,,,,,,,,,,,,,,,18.75,1.25
+16/05/2003,,,,,,,,,,,,,,,18.2,1.24
+17/05/2003,,,,,,,,,,,,,,,19,1.18
+18/05/2003,,,,,,,,,,,,,,,21.25,1.16
+19/05/2003,,,,,,,,,,,,,,,19.15,1.14
+20/05/2003,,,,,,,,,,,,,,,19.65,1.16
+21/05/2003,,,,,,,,,,,,,,,18,1.16
+22/05/2003,,,,,,,,,,,,,,,17.85,1.14
+23/05/2003,,,,,,,,,,,,,,,,1.14
+24/05/2003,,,,,,,,,,,,,,,22,1.13
+25/05/2003,,,,,,,,,,,,,,,22.4,1.13
+26/05/2003,,,,,,,,,,,,,,,21.3,1.13
+27/05/2003,,,,,,,,,,,,,,,23.4,1.15
+28/05/2003,,,,,,,,,,,,,,,23.6,1.13
+29/05/2003,,,,,,,,,,,,,,,24.6,1.12
+30/05/2003,,,,,,,,,,,,,,,24.3,1.12
+31/05/2003,,,,,,,,,,,,,,,24.15,1.18
+01/06/2003,,,,,,,,,,,,,,,23.95,1.13
+02/06/2003,,,,,,,,,,,,,,,23.55,1.25
+03/06/2003,,,,,,,,,,,,,,,24.75,1.26
+04/06/2003,,,,,,,,,,,,,,,25.75,1.15
+05/06/2003,,,,,,,,,,,,,,,26.5,1.23
+06/06/2003,,,,,,,,,,,,,,,25.55,1.28
+07/06/2003,,,,,,,,,,,,,,,26.55,1.18
+08/06/2003,,,,,,,,,,,,,,,26.65,1.1
+09/06/2003,,,,,,,,,,,,,,,27.05,1.15
+10/06/2003,,,,,,,,,,,,,,,27.35,1.17
+11/06/2003,,,,,,,,,,,,,,,27.5,1.14
+12/06/2003,,,,,,,,,,,,,,,29.45,1.13
+13/06/2003,,,,,,,,,,,,,,,29.4,1.07
+14/06/2003,,,,,,,,,,,,,,,29.75,1.07
+15/06/2003,,,,,,,,,,,,,,,29.45,1.08
+16/06/2003,,,,,,,,,,,,,,,28.65,1.08
+17/06/2003,,,,,,,,,,,,,,,26.7,1.22
+18/06/2003,,,,,,,,,,,,,,,24.85,1.28
+19/06/2003,,,,,,,,,,,,,,,25.95,1.44
+20/06/2003,,,,,,,,,,,,,,,26.35,1.35
+21/06/2003,,,,,,,,,,,,,,,27,1.26
+22/06/2003,,,,,,,,,,,,,,,27.7,1.1
+23/06/2003,,,,,,,,,,,,,,,27.85,1.09
+24/06/2003,,,,,,,,,,,,,,,28.85,1.07
+25/06/2003,,,,,,,,,,,,,,,28.55,1.06
+26/06/2003,,,,,,,,,,,,,,,27.55,1.06
+27/06/2003,,,,,,,,,,,,,,,29.45,1.07
+28/06/2003,,,,,,,,,,,,,,,28.2,1.08
+29/06/2003,,,,,,,,,,,,,,,28.05,1.1
+30/06/2003,,,,,,,,,,,,,,,27.55,1.07
+01/07/2003,,,,,,,,,,,,,,,29.4,1.06
+02/07/2003,,,,,,,,,,,,,,,25.25,1.03
+03/07/2003,,,,,,,,,,,,,,,25.1,1.03
+04/07/2003,,,,,,,,,,,,,,,23.85,1.03
+05/07/2003,,,,,,,,,,,,,,,23.65,1.09
+06/07/2003,,,,,,,,,,,,,,,24.75,1.11
+07/07/2003,,,,,,,,,,,,,,,25.45,1.11
+08/07/2003,,,,,,,,,,,,,,,25.9,1.11
+09/07/2003,,,,,,,,,,,,,,,25.8,1.12
+10/07/2003,,,,,,,,,,,,,,,27.5,1.12
+11/07/2003,,,,,,,,,,,,,,,27.55,1.11
+12/07/2003,,,,,,,,,,,,,,,27.55,1.12
+13/07/2003,,,,,,,,,,,,,,,27.5,1.14
+14/07/2003,,,,,,,,,,,,,,,28.35,1.14
+15/07/2003,,,,,,,,,,,,,,,29,1.14
+16/07/2003,,,,,,,,,,,,,,,29.65,1.15
+17/07/2003,,,,,,,,,,,,,,,28.8,1.13
+18/07/2003,,,,,,,,,,,,,,,26.8,1.13
+19/07/2003,,,,,,,,,,,,,,,29.05,1.12
+20/07/2003,,,,,,,,,,,,,,,29.65,1.1
+21/07/2003,,,,,,,,,,,,,,,29.55,1.1
+22/07/2003,,,,,,,,,,,,,,,30.75,1.12
+23/07/2003,,,,,,,,,,,,,,,30.25,1.11
+24/07/2003,,,,,,,,,,,,,,,29.35,1.13
+25/07/2003,,,,,,,,,,,,,,,28.95,1.13
+26/07/2003,,,,,,,,,,,,,,,27.65,1.12
+27/07/2003,,,,,,,,,,,,,,,29.85,1.12
+28/07/2003,,,,,,,,,,,,,,,29.7,1.11
+29/07/2003,,,,,,,,,,,,,,,27.55,1.12
+30/07/2003,,,,,,,,,,,,,,,28.85,1.11
+31/07/2003,,,,,,,,,,,,,,,23.75,1.12
+01/08/2003,,,,,,,,,,,,,,,26.6,1.14
+02/08/2003,,,,,,,,,,,,,,,29.15,1.12
+03/08/2003,,,,,,,,,,,,,,,29.25,1.1
+04/08/2003,,,,,,,,,,,,,,,30.95,1.1
+05/08/2003,,,,,,,,,,,,,,,32.35,1.1
+06/08/2003,,,,,,,,,,,,,,,31.95,1.09
+07/08/2003,,,,,,,,,,,,,,,31.7,1.06
+08/08/2003,,,,,,,,,,,,,,,30.2,1.04
+09/08/2003,,,,,,,,,,,,,,,29.55,1.03
+10/08/2003,,,,,,,,,,,,,,,30.45,1.03
+11/08/2003,,,,,,,,,,,,,,,30.25,1.03
+12/08/2003,,,,,,,,,,,,,,,31.1,1.04
+13/08/2003,,,,,,,,,,,,,,,31.05,1.04
+14/08/2003,,,,,,,,,,,,,,,30,1.03
+15/08/2003,,,,,,,,,,,,,,,29.55,1.04
+16/08/2003,,,,,,,,,,,,,,,29.75,1.03
+17/08/2003,,,,,,,,,,,,,,,30,1.03
+18/08/2003,,,,,,,,,,,,,,,30.4,1.03
+19/08/2003,,,,,,,,,,,,,,,29.5,1.03
+20/08/2003,,,,,,,,,,,,,,,28.95,1.04
+21/08/2003,,,,,,,,,,,,,,,28.7,1.03
+22/08/2003,,,,,,,,,,,,,,,28.7,1.03
+23/08/2003,,,,,,,,,,,,,,,29.25,1.03
+24/08/2003,,,,,,,,,,,,,,,28.45,1.02
+25/08/2003,,,,,,,,,,,,,,,29.2,1.04
+26/08/2003,,,,,,,,,,,,,,,26.25,1.12
+27/08/2003,,,,,,,,,,,,,,,27,1.04
+28/08/2003,,,,,,,,,,,,,,,29.4,1.05
+29/08/2003,,,,,,,,,,,,,,,29.75,1.06
+30/08/2003,,,,,,,,,,,,,,,28.3,1.05
+31/08/2003,,,,,,,,,,,,,,,25.5,1.04
+01/09/2003,,,,,,,,,,,,,,,21.8,1.06
+02/09/2003,,,,,,,,,,,,,,,21.5,1.04
+03/09/2003,,,,,,,,,,,,,,,21.7,1.03
+04/09/2003,,,,,,,,,,,,,,,21.3,1.01
+05/09/2003,,,,,,,,,,,,,,,21.2,1.03
+06/09/2003,,,,,,,,,,,,,,,24.8,1.05
+07/09/2003,,,,,,,,,,,,,,,24.85,1.04
+08/09/2003,,,,,,,,,,,,,,,23.3,1.06
+09/09/2003,,,,,,,,,,,,,,,19.15,1.06
+10/09/2003,,,,,,,,,,,,,,,21,1.05
+11/09/2003,,,,,,,,,,,,,,,20.8,1.05
+12/09/2003,,,,,,,,,,,,,,,22.35,1.02
+13/09/2003,,,,,,,,,,,,,,,21.2,1.02
+14/09/2003,,,,,,,,,,,,,,,20.65,1.04
+15/09/2003,,,,,,,,,,,,,,,20.3,1.02
+16/09/2003,,,,,,,,,,,,,,,22,1.02
+17/09/2003,,,,,,,,,,,,,,,22.75,1.01
+18/09/2003,,,,,,,,,,,,,,,22.5,1.01
+19/09/2003,,,,,,,,,,,,,,,23.35,1.01
+20/09/2003,,,,,,,,,,,,,,,23.35,1.02
+21/09/2003,,,,,,,,,,,,,,,22.65,1.02
+22/09/2003,,,,,,,,,,,,,,,21.7,1.01
+23/09/2003,,,,,,,,,,,,,,,21.3,1.03
+24/09/2003,,,,,,,,,,,,,,,23.45,1.1
+25/09/2003,,,,,,,,,,,,,,,19.6,1.02
+26/09/2003,,,,,,,,,,,,,,,18.6,1.01
+27/09/2003,,,,,,,,,,,,,,,17.55,1.02
+28/09/2003,,,,,,,,,,,,,,,20.05,1.04
+29/09/2003,,,,,,,,,,,,,,,20.35,1.06
+30/09/2003,,,,,,,,,,,,,,,21,1.04
+01/10/2003,,,,,,,,,,,,,,,21.35,1.05
+02/10/2003,,,,,,,,,,,,,,,22.5,1.04
+03/10/2003,,,,,,,,,,,,,,,23.75,1.05
+04/10/2003,,,,,,,,,,,,,,,21.5,1.02
+05/10/2003,,,,,,,,,,,,,,,16.6,1.11
+06/10/2003,,,,,,,,,,,,,,,15.35,1.04
+07/10/2003,,,,,,,,,,,,,,,15.55,1.04
+08/10/2003,,,,,,,,,,,,,,,15.95,1
+09/10/2003,,,,,,,,,,,,,,,,1
+10/10/2003,,,,,,,,,,,,,,,18.5,1
+11/10/2003,,,,,,,,,,,,,,,20.25,1.01
+12/10/2003,,,,,,,,,,,,,,,20.3,1.02
+13/10/2003,,,,,,,,,,,,,,,20.8,1.01
+14/10/2003,,,,,,,,,,,,,,,20.1,1.01
+15/10/2003,,,,,,,,,,,,,,,14.85,1
+16/10/2003,,,,,,,,,,,,,,,14.35,1
+17/10/2003,,,,,,,,,,,,,,,12.35,1
+18/10/2003,,,,,,,,,,,,,,,10.4,1.03
+19/10/2003,,,,,,,,,,,,,,,15.45,1.04
+20/10/2003,,,,,,,,,,,,,,,17.2,1.12
+21/10/2003,,,,,,,,,,,,,,,17.9,1.23
+22/10/2003,,,,,,,,,,,,,,,14.05,1.17
+23/10/2003,,,,,,,,,,,,,,,14.15,1.09
+24/10/2003,,,,,,,,,,,,,,,12.45,1.03
+25/10/2003,,,,,,,,,,,,,,,10.3,1.02
+26/10/2003,,,,,,,,,,,,,,,8.75,1
+27/10/2003,,,,,,,,,,,,,,,9.55,1.16
+28/10/2003,,,,,,,,,,,,,,,9,1.22
+29/10/2003,,,,,,,,,,,,,,,11.45,1.31
+30/10/2003,,,,,,,,,,,,,,,12.65,1.86
+31/10/2003,,,,,,,,,,,,,,,15.35,1.6
+01/11/2003,,,,,,,,,,,,,,,15.95,1.97
+02/11/2003,,,,,,,,,,,,,,,13.85,1.92
+03/11/2003,,,,,,,,,,,,,,,13.8,1.44
+04/11/2003,,,,,,,,,,,,,,,12.6,1.31
+05/11/2003,,,,,,,,,,,,,,,15.85,1.24
+06/11/2003,,,,,,,,,,,,,,,13.7,1.26
+07/11/2003,,,,,,,,,,,,,,,11.1,1.26
+08/11/2003,,,,,,,,,,,,,,,13.45,1.38
+09/11/2003,,,,,,,,,,,,,,,16.2,1.29
+10/11/2003,,,,,,,,,,,,,,,14.25,1.42
+11/11/2003,,,,,,,,,,,,,,,11.3,1.35
+12/11/2003,,,,,,,,,,,,,,,10.75,1.26
+13/11/2003,,,,,,,,,,,,,,,11.05,1.24
+14/11/2003,,,,,,,,,,,,,,,9.3,1.23
+15/11/2003,,,,,,,,,,,,,,,11.15,1.22
+16/11/2003,,,,,,,,,,,,,,,13.8,1.12
+17/11/2003,,,,,,,,,,,,,,,14.25,1.19
+18/11/2003,,,,,,,,,,,,,,,16.1,1.26
+19/11/2003,,,,,,,,,,,,,,,15.2,1.26
+20/11/2003,,,,,,,,,,,,,,,13.1,1.28
+21/11/2003,,,,,,,,,,,,,,,12.5,1.27
+22/11/2003,,,,,,,,,,,,,,,14.2,1.2
+23/11/2003,,,,,,,,,,,,,,,15.65,1.09
+24/11/2003,,,,,,,,,,,,,,,15,1.16
+25/11/2003,,,,,,,,,,,,,,,15.25,1.27
+26/11/2003,,,,,,,,,,,,,,,13.6,1.91
+27/11/2003,,,,,,,,,,,,,,,13.2,2.83
+28/11/2003,,,,,,,,,,,,,,,11.25,4.05
+29/11/2003,,,,,,,,,,,,,,,9.55,2.72
+30/11/2003,,,,,,,,,,,,,,,7.95,2.05
+01/12/2003,,,,,,,,,,,,,,,9.2,1.88
+02/12/2003,,,,,,,,,,,,,,,12.45,1.75
+03/12/2003,,,,,,,,,,,,,,,15.15,1.62
+04/12/2003,,,,,,,,,,,,,,,11.9,1.63
+05/12/2003,,,,,,,,,,,,,,,14.65,1.59
+06/12/2003,,,,,,,,,,,,,,,12.95,1.42
+07/12/2003,,,,,,,,,,,,,,,9.2,1.29
+08/12/2003,,,,,,,,,,,,,,,6.1,1.25
+09/12/2003,,,,,,,,,,,,,,,6.9,1.33
+10/12/2003,,,,,,,,,,,,,,,7.4,1.38
+11/12/2003,,,,,,,,,,,,,,,10.15,1.5
+12/12/2003,,,,,,,,,,,,,,,11.7,1.38
+13/12/2003,,,,,,,,,,,,,,,10.85,1.34
+14/12/2003,,,,,,,,,,,,,,,6.8,1.27
+15/12/2003,,,,,,,,,,,,,,,9.3,1.34
+16/12/2003,,,,,,,,,,,,,,,5.55,1.33
+17/12/2003,,,,,,,,,,,,,,,3.7,1.35
+18/12/2003,,,,,,,,,,,,,,,5.55,1.37
+19/12/2003,,,,,,,,,,,,,,,5.95,1.33
+20/12/2003,,,,,,,,,,,,,,,8.3,1.2
+21/12/2003,,,,,,,,,,,,,,,9.15,1.27
+22/12/2003,,,,,,,,,,,,,,,9.3,1.65
+23/12/2003,,,,,,,,,,,,,,,5.55,1.66
+24/12/2003,,,,,,,,,,,,,,,4,1.67
+25/12/2003,,,,,,,,,,,,,,,5.55,1.48
+26/12/2003,,,,,,,,,,,,,,,4.8,1.25
+27/12/2003,,,,,,,,,,,,,,,3.65,1.32
+28/12/2003,,,,,,,,,,,,,,,8.1,1.28
+29/12/2003,,,,,,,,,,,,,,,10.5,1.4
+30/12/2003,,,,,,,,,,,,,,,10.1,1.86
+31/12/2003,,,,,,,,,,,,,,,9.1,2.17
+01/01/2004,0,0,0.4,0,0,0,0,0,0,0.2,0,0,0,0,8.65,1.84
+02/01/2004,0,0,0,0,0,0,0,0,0,0,0.2,0,0,0,7.1,1.93
+03/01/2004,0,0,0,0,0,0,0.2,0,0,0,0,0,0.2,0,5.5,1.61
+04/01/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3.55,1.35
+05/01/2004,0,0,0,0,0.2,0,0,0,0,0,0,0,0,0,2.7,1.44
+06/01/2004,0,0,0,0,0,0,0,0,0,0,0.2,0,0,0,4.95,1.42
+07/01/2004,0,0,0,0,0,0,0,0.2,0.2,0,0,0,0,0,5.15,1.38
+08/01/2004,0,0,0,0.8,0,0.6,0,0,0,0.8,0.2,0.6,0,0,9.05,1.37
+09/01/2004,7.8,5.6,3.8,5.8,4.6,7.4,3.2,5.6,3,3,5.2,2.8,1.2,5.6,8.45,1.48
+10/01/2004,0,0,0,0,0,0.2,0.6,0.8,1.4,0.8,0.6,0.6,0.2,0.2,8.85,1.45
+11/01/2004,0,0,0,0,0,0,0,0.2,0,0,0,0,0,0,6.5,1.24
+12/01/2004,3.6,3.4,1.2,1.6,1.8,1,1,2.4,1.4,1.2,0.6,1.2,0.6,1.6,9.8,1.33
+13/01/2004,0.6,1.2,0.8,2.6,0.4,1.8,4,11.8,1.2,0.2,0,0,0.6,4.2,14.7,1.41
+14/01/2004,0,0,0,0.2,0,0.2,0.6,7.2,0,0,0,0,2.8,10,15.05,1.46
+15/01/2004,6,8.8,10,13,7,9.6,9.6,3.2,1.8,4.4,4.8,4,5.2,6,8.8,1.53
+16/01/2004,4.4,5.6,4.6,11.4,3.2,12,0,6.2,0,0,0,0,0,4.4,5.5,1.66
+17/01/2004,18.2,36.4,20.2,49.6,19.6,71.2,3.2,7.4,3.4,0,0,0.2,7.2,4.8,10.7,1.75
+18/01/2004,24.8,25.2,26.6,40.2,27,32.2,27.4,35.6,7.4,7.6,11.6,10.6,29.6,28,8.85,3.15
+19/01/2004,0,0.2,0,0,0,0,21.4,34.4,28.6,7.6,1.4,2.8,16.4,25.4,5.9,3.05
+20/01/2004,0,0,0,0,0.2,0,0,0.2,0,0,0,0,0,0.8,5.1,2.26
+21/01/2004,0,0,0,0,0,0,2,4.2,1.2,0,0,0,0.6,0,6.4,2.02
+22/01/2004,0,0,0,0,0,0,0.2,0,0,0,0,0,0,3,3.9,1.92
+23/01/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0.8,5.15,1.91
+24/01/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0.4,2.65,1.6
+25/01/2004,1.8,1.2,0.6,2.2,0.2,2.6,0,0,0,0,0,0,0,1,0.85,1.44
+26/01/2004,0.4,0.2,0.2,0,0.6,0.8,1.2,0,1.2,1.8,0.4,1.6,0.6,0.4,1.7,1.53
+27/01/2004,7.6,8.8,7.8,6.8,8.4,7.8,0.2,1.8,9.6,12.8,11.6,11.6,0.2,0.6,4,1.63
+28/01/2004,4.8,0.6,0.6,1.8,3.6,0,28.2,8.4,9.8,2.2,9.4,2.8,21,0,5.85,1.7
+29/01/2004,0.2,0,0,0,0,3.4,2.6,0.8,0,0,0.2,0,0.2,0,1.7,1.8
+30/01/2004,20.6,12.6,19.2,13,6.8,11.8,0,0,14.4,15.2,2.4,5.6,1,0,4.5,1.84
+31/01/2004,4.2,5.4,0,0.2,5.8,0.8,14.6,2.2,0,4.4,17.2,12.4,10.2,0.4,5.1,1.58
+01/02/2004,0,12.8,0,0.6,8.2,0.2,0,10.6,0,0,6,0,1,0.6,6.85,1.46
+02/02/2004,0,1.6,0,0.2,0,0.2,0,26.6,0,0,0,0,0,15.8,9.25,1.77
+03/02/2004,0,0,0,0,0,0,0,0.2,0,0,0,0,0,19.4,10.75,1.98
+04/02/2004,0,0,0,0,0,0,0,0,0,0,0.2,0,0,3,10,2.14
+05/02/2004,0,0,0,0,0,0,0.2,0,0,0,0,0,0.6,0,10.65,1.99
+06/02/2004,0.2,0.2,0,0,0,0,0.2,0,0,0,0,0,0,0,11.25,1.94
+07/02/2004,4.2,4.4,6.4,8.2,3.2,9.2,0.2,3.2,1,0,0,0.2,0,0.8,11.4,1.71
+08/02/2004,0.8,1.4,1.6,1.4,1.2,1,0.2,2.6,0.4,0,0,0,0,1.4,12.7,1.69
+09/02/2004,0,0,0,0,0,0,0,0,0,0,0.2,0,0,0,10.25,1.87
+10/02/2004,0,0,0,0,0.2,0,0,0,0,0,0,0,0,0,8.85,1.84
+11/02/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,8.2,1.81
+12/02/2004,0.2,0,0,0,0.2,0,0.4,1.8,0.4,0.2,0.2,0,0.2,1.4,8.25,1.77
+13/02/2004,0,0,0.2,0,0,0,0,0.2,0.2,0,0,0,0,0,5.8,1.56
+14/02/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,7.2,1.41
+15/02/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.55,1.35
+16/02/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.7,1.39
+17/02/2004,0,0,0,0,0,0,0,0,0,0,0.2,0,0,0,8.7,1.42
+18/02/2004,11.6,8.8,8.2,11.6,10,11,0,0,0,0,0,0,0,0,5.9,1.41
+19/02/2004,25,23.2,20.6,21.4,23.4,23.8,10,2.8,11.8,10.6,6.6,5.6,11,1.8,6.75,1.65
+20/02/2004,2.8,0.6,1.4,1.4,1.4,0.8,12.6,6.2,11.8,13.6,18,13.2,15.6,4,7.65,2.03
+21/02/2004,18.8,18,13.8,26,14.4,26.8,2.2,18.4,1.4,1.4,1.4,1.4,2.6,0.2,11.05,1.94
+22/02/2004,28.4,25.2,16.4,27.4,14.6,25.8,14,20.8,7,9.4,20.2,8,17.6,53,12,2.65
+23/02/2004,23.8,29,21.8,29.2,13.2,37,14.4,37.8,16.4,10.8,14.6,13.2,9.8,27.2,13.55,3.83
+24/02/2004,0,0,0,0.2,0,0,3.8,2.6,1.2,3.2,12.6,1.6,3.2,6.6,7,3.2
+25/02/2004,5.2,3.2,2.8,3.4,3.4,3,0,0,0.2,0.2,0.2,2,0,1.4,4.25,2.66
+26/02/2004,16.2,16.6,12.8,14.8,12.4,12.2,7.2,3.2,8.2,7.6,8.8,5.8,7,3.4,7,2.47
+27/02/2004,2.4,3.4,1.6,2.4,2.4,1.2,9,12.6,3,7.6,11.6,10.6,12.8,14,8.4,2.72
+28/02/2004,0.6,9,7.2,1.4,10.6,10.4,1.4,1,4.8,9.4,8.2,4.8,3.2,0,4.85,3.01
+29/02/2004,17.4,17,7,13.2,4.4,7.8,6,0,18,13.6,17.8,11.8,8,0,4.8,2.96
+01/03/2004,7.6,0.4,0,4.6,0,0,7.2,1.6,0.6,1.4,3.4,0.6,9.4,0.2,5,2.53
+02/03/2004,0,0,0,0,0,0,3.6,2.6,0,0,0.8,1.8,0.2,0,4.4,2.31
+03/03/2004,0,0,0,0,0,0,8.2,5,0,0,0,0,0,0.8,6.5,1.99
+04/03/2004,0,0,0,0,0,0,0,19,0,0,0,0,0,17.2,7.35,1.94
+05/03/2004,0,0,0,0,0,0,0,3.6,0,0,0,0,0,7,10.75,2.03
+06/03/2004,20.8,16.2,9.2,13.8,11.4,15.8,0,0,0,0,0,0,0,0,6.9,1.77
+07/03/2004,11.2,6.8,6.6,7.4,5.6,8.4,9.2,10.4,10.2,9.6,16.8,9.8,8.2,5.6,5.2,2.08
+08/03/2004,0.4,0.2,0.6,1.8,0.2,0,2.4,5,0.2,0.4,10.2,2.8,4.2,0,5.05,2.56
+09/03/2004,0,0,0,0,0,0,0.6,1,0,0,0,0.4,0.2,0,8.2,2.15
+10/03/2004,2.2,2.2,1.6,4.4,1,3.6,0,4.6,0,0,0.2,0,0,9.6,7,2.09
+11/03/2004,8.6,7.8,7.6,14.4,7.2,11.4,1,3.6,1.8,1.8,4.8,0.8,1.2,2,7.8,1.96
+12/03/2004,0,0.2,0,0,0,0,8.8,5.8,6.4,6.4,10.8,6.4,9,0.6,9.05,2.04
+13/03/2004,0,0,0,0,0,0,0.4,3.4,0,0,0,0,0,15.4,10.05,2.04
+14/03/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,13.65,1.95
+15/03/2004,0,0,0,0,0,0,0.2,0,0,0,0,0,0,0,15.45,1.95
+16/03/2004,0,0,0,0,0,0,0,0,0,0,0.2,0,0,0,16.1,1.81
+17/03/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,15.95,1.96
+18/03/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,15.5,1.9
+19/03/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,11.7,1.8
+20/03/2004,0.6,0.2,1.2,0.4,0,0.6,0,0.2,0,0,0,0,0,0.2,14.1,1.56
+21/03/2004,1.2,1.8,1.4,2.2,1,2.8,0,0.6,0,0,0,0,0,0.4,15.45,1.43
+22/03/2004,0,0,0,0.6,0,0.6,3,4,0.4,0.2,0,0,0.6,2,14.35,1.74
+23/03/2004,9,7.2,5,11,5.6,8.8,4.6,3.6,4,4.6,9.4,7,5.4,0.2,10.2,1.69
+24/03/2004,1.2,0,0,0.2,0.2,0.4,5.6,1,9,4.8,0.8,3.6,5.2,9.2,10.3,1.69
+25/03/2004,2.6,1,0.4,0.4,1.6,0.2,8.2,12.4,32.6,16.8,4,22.4,11.8,5.4,10.1,2.2
+26/03/2004,0.4,0,0,0.2,0,0.2,0.6,13.2,0.8,4.8,12,2,4.6,12.4,10.3,2.02
+27/03/2004,0,0,0,0,0,0,0.4,1.4,0.8,0,0.2,0,1.2,1,9.7,1.83
+28/03/2004,0,0,0,0,0,0,0,0.2,0,0,0.2,0,0,0,11.1,1.8
+29/03/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,11.1,1.83
+30/03/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,12.35,1.71
+31/03/2004,10.2,8.8,8.2,8,8.2,4.8,0.8,1.6,1.6,1,1.8,2.6,0,0.2,11,1.68
+01/04/2004,0,0,0,0,0,0,6.8,8,5.8,6.6,7,5.4,5.6,6.4,14.7,1.69
+02/04/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,15.65,1.62
+03/04/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,16.35,1.41
+04/04/2004,0,0,0,0,0,0,0,0,0,0.2,0,0.6,0,0,15.8,1.33
+05/04/2004,0,0,0,0,0,0,0,0,0,7,0,11.8,0,0,13.9,1.54
+06/04/2004,0,0,0,1,0.2,0.6,0,0,0,0,0.2,0,0,0.2,14.65,1.74
+07/04/2004,23.6,17,11.2,12.6,13.4,9,5.8,7,0.6,0,0,1,0.2,2.2,11.5,1.4
+08/04/2004,0.2,0,0,0.4,0.2,0,7,9.8,7.8,2,0.2,1,3.6,9.8,11.2,1.61
+09/04/2004,10.4,8.4,8.4,7.4,7.2,7,0,0,0.2,0.4,0.2,0.2,0,0,10.1,1.75
+10/04/2004,0.2,0,0,0.4,0.2,0.4,4.8,7.6,4.2,3.2,2.2,3.2,4.4,6.6,12.2,1.41
+11/04/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,12.25,1.33
+12/04/2004,2.4,1.2,5.2,3.6,0.6,2.2,0,0.8,0,0,1.8,1.2,0.6,2.4,11.3,1.34
+13/04/2004,0.4,0.2,0.2,0.2,0,0,1.6,5.2,1,6,11.8,4.8,2.8,15.6,11.5,1.59
+14/04/2004,0,0,0,0,0,0,0.8,0,0,0,3.4,0,1.2,8,13.4,1.64
+15/04/2004,1.8,2.4,2.4,3.4,0.4,2.2,0,0.2,0,0,0,0,0,0.2,12.55,1.58
+16/04/2004,19.8,19,14.8,19.4,14.4,21.2,1,0.6,1,1.4,1.4,1.6,1,1.2,,1.51
+17/04/2004,4.2,3.2,6.4,3.6,6.2,3,15.2,19.6,16,13.8,20,15.6,19.8,22.8,15.05,1.76
+18/04/2004,5.2,2.6,2.2,4.2,2.2,3.8,1.6,2.8,4.2,9.6,8.6,8.8,2.4,1.4,13.1,2.42
+19/04/2004,12.6,9.6,10.4,10.6,9.4,8.6,6.2,14.4,2,0.4,2,1,4.4,11.4,11.6,2.54
+20/04/2004,0.6,0.6,1.2,0.2,0.8,0,20.8,31,18.4,17.8,20.2,21.6,23,39.4,14.05,3.51
+21/04/2004,0,0,0,0,0.2,0,0,0.2,0,0,0,0,0,0.2,15.85,2.75
+22/04/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17.45,2.45
+23/04/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17.95,2.33
+24/04/2004,14,12.4,10.8,13.8,11.2,16.4,0,0,0,0,0,0,0,0,16.75,1.87
+25/04/2004,0,0,0,0,0.2,0.2,33,11.2,9.2,7.6,6,9.4,14.8,34,15,1.96
+26/04/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,16.3,1.86
+27/04/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17.7,1.91
+28/04/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17.95,1.74
+29/04/2004,0.6,0.2,0.4,0.2,0.4,0.4,0,0.2,0,0,0,0,0,0.2,15.95,1.72
+30/04/2004,3.2,2.6,4,3.8,2.6,2.8,3.2,4.6,3.6,5.4,3.6,2.6,3,6.4,16.55,1.76
+01/05/2004,0,0,0,0,0,0,5,11.4,4.6,0.2,0.4,2.8,4.4,9.4,17.8,1.53
+02/05/2004,3.6,5.2,4.4,1.8,2.8,1.4,0,0.2,0,0,0.2,0,0,0,16.4,1.4
+03/05/2004,4.6,3.4,2.8,13.8,2.4,19.8,1.8,2,1,0.6,2,0.4,0.4,0.6,20.05,1.57
+04/05/2004,39.8,33.8,27,46.6,24.2,38.4,19.4,17.6,13.8,15.4,15,15.4,23.6,34.4,16,1.98
+05/05/2004,30.6,29,16.4,28.4,19.6,24.4,9.8,17.4,7.8,12.2,26.4,5.2,26.6,29.6,12.45,2.9
+06/05/2004,29.6,19,11.4,13,14.2,14,17.4,41.4,13.6,17.6,14,14,18.8,21.6,13.4,4.1
+07/05/2004,6.6,7.6,9.8,8.8,8.2,8.4,10,9.6,22.8,11.8,19.2,16.6,24,19.2,13.75,3.89
+08/05/2004,14,16.4,17.8,23.2,11,29,18.8,15.2,12.6,8.8,38.6,13.4,15.2,8.2,11.35,4.1
+09/05/2004,0.6,0.8,0.4,1.4,0,1.2,1.8,17.8,0.8,0.4,0.4,0,0.4,16.8,12.95,3.31
+10/05/2004,0,0,0,0,0,0,3.2,8.2,8,0.6,0,2,4.2,7.8,15.15,2.66
+11/05/2004,0.2,0,0,0,0,0,0,0.2,0,1,0,0,0,0,15.95,2.46
+12/05/2004,1.4,1.6,1.2,2.4,1.4,2.2,0,0,0,0,0,0,0,0,15.4,2.29
+13/05/2004,0,0,0,0.4,0,0,3.4,2.4,1.2,0.4,2.4,4.8,5,19.2,15.85,2.2
+14/05/2004,0,0,0,0,0,0,0.2,1.2,0,0,0,0.2,0,3.2,18.7,2.07
+15/05/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17.1,1.62
+16/05/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17.2,1.48
+17/05/2004,0,0,0,0,0,0,0,0.2,0,0.4,0,0,0,0,18.1,1.68
+18/05/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19.35,1.65
+19/05/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18.3,1.63
+20/05/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18.9,1.61
+21/05/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18.8,1.67
+22/05/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18.3,1.42
+23/05/2004,0,0,0,0,0,0,1.8,1.6,0.8,0,0,0,1.6,6,19.65,1.32
+24/05/2004,0,0,0,0,0,0,0,0,0,0,13.2,0.2,0,0,17.2,1.54
+25/05/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17.1,1.47
+26/05/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18.65,1.43
+27/05/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18.95,1.45
+28/05/2004,0,0.4,0.2,0,0.2,0,0,0,0,0,0,0,0,0,17.65,1.4
+29/05/2004,0,0,0,0,0,0,3.2,4,0.2,1,15.6,6.6,3.4,15.2,18.4,1.3
+30/05/2004,0,0,0,0,0,0,0.2,0,0,0,0,0,0.4,2.2,19.9,1.23
+31/05/2004,11.2,8.6,5.8,7,9.4,8.8,0.2,0,0,0,0,0,0,0,18.85,1.41
+01/06/2004,11.6,7.4,5.8,7.2,7.8,5,17.8,20,10.2,6.4,7,3.4,9,13,18.65,1.49
+02/06/2004,0,2.6,2.6,7.2,1.2,3.2,0.4,2.6,0.6,1.6,3.2,1,1.2,3.4,21.05,1.37
+03/06/2004,6.8,4.8,7.2,7,5.6,7.4,2.8,2.8,6.2,10.2,4.2,6.2,2.2,2,21,1.54
+04/06/2004,0,0,0,0,0.2,0,0,0,0,0,0.8,4,0,1.4,20.75,1.57
+05/06/2004,0.2,0.4,2.6,0,8,0,0,0,0,0,0,0,0,0,21.3,1.53
+06/06/2004,7.4,6.2,4.2,4.2,8,5.6,3.2,16.6,17.4,20.4,10.4,7.6,4.4,9.8,19.9,1.41
+07/06/2004,0,0,0,0,0,0,0,0,0,0.6,1,0,1.8,9,21.95,1.27
+08/06/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23.2,1.26
+09/06/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25.05,1.25
+10/06/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24.9,1.25
+11/06/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23.65,1.21
+12/06/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,22.95,1.27
+13/06/2004,0,0.4,0.2,1.2,0,1.4,0,0,0,0,0,0,0,8,21.4,1.15
+14/06/2004,0,0.2,0.2,0.2,0,0.2,0,0,0,0,0,0,0.4,2.8,21.6,1.27
+15/06/2004,0,0,2,1.2,0,0,0,0,0,0,0,0,0,2,22.75,1.3
+16/06/2004,0,0,0,0,0,0,4,3,1,0.2,0,0,0,0.2,22.15,1.2
+17/06/2004,0,0,0,0,0,0,0,0,0,0,0,0,0.2,8.8,22,1.15
+18/06/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,1.4,23.65,1.25
+19/06/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23.85,1.22
+20/06/2004,0.4,0.8,2.4,1.6,0.2,1,0,0,0,0,0,0,0,0.8,22.5,1.13
+21/06/2004,0,0,0,0,0,0,1.2,0,0,19,3.6,0,1.2,0.2,20.75,1.17
+22/06/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20.85,1.18
+23/06/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,22.7,1.21
+24/06/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23.65,1.18
+25/06/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23.5,1.19
+26/06/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24.2,1.13
+27/06/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.8,1.09
+28/06/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.1,1.14
+29/06/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,27.4,1.31
+30/06/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,28.8,1.26
+01/07/2004,0,0,0,0,0,0,0,0,5,5.6,0,0.2,0,0,26.15,1.23
+02/07/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25.95,1.19
+03/07/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23.95,1.14
+04/07/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25.1,1.09
+05/07/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25.45,1.09
+06/07/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.25,1.08
+07/07/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,27.9,1.07
+08/07/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,29.25,1.07
+09/07/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23.65,1.06
+10/07/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,22.85,1.06
+11/07/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,21.5,1.06
+12/07/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19.95,1.07
+13/07/2004,0,0,0,0.2,0,0,5.8,3.4,9,0,2.4,0,24.8,9.2,20.5,1.09
+14/07/2004,0,0,0,0,0,0,1,0,0,0,0,0,0,0,23.7,1.08
+15/07/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23.1,1.07
+16/07/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23.6,1.07
+17/07/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25.85,1.07
+18/07/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.1,1.07
+19/07/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.95,1.07
+20/07/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,28.65,1.08
+21/07/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,28.05,1.08
+22/07/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,28.8,1.08
+23/07/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,28.35,1.07
+24/07/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.95,1.07
+25/07/2004,10.2,9.2,21,12,13.6,8.4,11.2,6,2.2,20.4,8,1.8,3.2,34.8,25.65,1.11
+26/07/2004,0,0,0,0,0,0,0.2,1,0,1.8,0,0.2,3,3.6,27.85,1.11
+27/07/2004,0,0,0,0.2,0,0,0,0,0,0,0,0,0,0.4,24.65,1.09
+28/07/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24.45,1.07
+29/07/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24.9,1.06
+30/07/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25.8,1.06
+31/07/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,27,1.08
+01/08/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,27.3,1.08
+02/08/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,27.4,1.08
+03/08/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,27.35,1.09
+04/08/2004,15.8,7,1.6,16,9.6,40.6,0,0,0,0,0,0,0,0,27.6,1.09
+05/08/2004,9.6,5.2,2,2.6,3.4,3.6,0,0.4,4.8,5.2,12.8,35.2,3,0,26.45,1.15
+06/08/2004,2.2,4.4,6.6,5.6,7.6,4,9,3.6,3.2,1.8,4.4,0.2,3,18.8,25.05,1.12
+07/08/2004,0,0,0,0.2,0,0,0,0,4.4,1,0.8,0,0.2,0,25.55,1.1
+08/08/2004,1,1,1.2,1,0.8,0.8,2.2,0,0,0,0,0,1.2,1.4,24.8,1.09
+09/08/2004,0,0,0,0,0,0,0,0.6,0.2,0.4,0.2,2,0,0.2,26.55,1.14
+10/08/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,28.25,1.16
+11/08/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,28.4,1.09
+12/08/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,27.9,1.07
+13/08/2004,0,0,0,2.6,0.2,3,0,0,0,0,0,0,0,0,27,1.07
+14/08/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,27.1,1.06
+15/08/2004,0,0,0,0,0,0,0,0,10.6,0.6,1.4,4.2,0,0,26.9,1.06
+16/08/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.35,1.06
+17/08/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.6,1.06
+18/08/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.25,1.07
+19/08/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,29.6,1.08
+20/08/2004,0,0,0,0,0,0.2,0,0,0,0,0,0,0,0,28.3,1.07
+21/08/2004,2,0.6,0.6,0.8,0.4,0.6,0,0,0,0,0,0,0,0,23.65,1.06
+22/08/2004,0,0,0,0,0,0,0.2,0,0,0,0,0,0.8,1.6,24.9,1.05
+23/08/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24,1.06
+24/08/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24.75,1.07
+25/08/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25.75,1.09
+26/08/2004,1,2.2,0.4,0,0,0.8,0,0,0,0,0,0,0,0,23.65,1.09
+27/08/2004,0,0,0,0.4,0,0,1.4,11.8,3.8,0.2,1.2,0,1.4,3.8,24.05,1.08
+28/08/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23.45,1.08
+29/08/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24.2,1.08
+30/08/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24.2,1.09
+31/08/2004,0,0,0,0,0,0.2,0,0,0,0,3.4,0,0,0,24.65,1.09
+01/09/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23.9,1.07
+02/09/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25.4,1.06
+03/09/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.45,1.07
+04/09/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,27.2,1.07
+05/09/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.8,1.06
+06/09/2004,0,0,0,0,0,0,0,0.4,0,0,0,0,0,0,24.95,1.07
+07/09/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24.6,1.07
+08/09/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,22.55,1.08
+09/09/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24.5,1.16
+10/09/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23.65,1.09
+11/09/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23.7,1.08
+12/09/2004,0,0.2,0.2,1.6,0,1.8,0,0,0,0,0,0,0,0,22.5,1.09
+13/09/2004,0,0,0,0,0,0,4.4,16,2.4,5.4,1.2,12.2,0.8,8.4,23.2,1.1
+14/09/2004,38.2,32.8,37.2,20.2,24,86,0,0,0,0,1.4,0,1.2,0,23.95,1.12
+15/09/2004,0.2,0,0,0.2,0,0.2,26.4,97,34.2,32.8,8,36.6,45.8,31.2,20.8,1.43
+16/09/2004,7.2,6,3.8,5.2,5.4,4.6,13.6,22.2,16.2,27.8,32,24,17.2,15,19.65,1.51
+17/09/2004,0,0,0,0,0,0,7,14.4,8.2,6.2,4,34.8,4.8,13,20.7,1.47
+18/09/2004,0,0,0,0,0,0,0,0,0,0,0,0,0.2,2.4,21.95,1.29
+19/09/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0.2,21.9,1.07
+20/09/2004,0,0,0,0,0,0,0,0,0,0,0.2,0,0,0,22.35,1.17
+21/09/2004,0,0,0.2,0,0.2,0,0,0,0,0,0,0,0,0,20.95,1.19
+22/09/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,21.5,1.09
+23/09/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,22.6,1.09
+24/09/2004,20,29,22.2,23.4,21.6,14.6,0,0,0,0,0,0,0,0,18.65,1.11
+25/09/2004,0,0,0,0,0.2,0.2,24.8,24.2,33,11.8,3,7.8,15.6,24,16.5,1.17
+26/09/2004,0,0,0.2,0,0,0,4.2,0,0,0,0,1.8,4.2,3.4,15.2,1.08
+27/09/2004,0,0,0,0,0,0,1.4,0.2,0,0,0,0,1.4,3.4,16.8,1.07
+28/09/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0.4,17.05,1.05
+29/09/2004,0,0,0,0,0,0,0,0,0.2,0,0,0,0,0.2,17.5,1.06
+30/09/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18.8,1.09
+01/10/2004,4.8,2,3.2,0.8,2.4,0.2,0,0,0,0.2,0.4,0.6,0,0,19.8,1.1
+02/10/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20.55,1.1
+03/10/2004,0,0.2,0,0.6,0,0,0,0,0,0,0,0,0,0,20.8,1.09
+04/10/2004,0.2,0,0.2,0.4,0.2,0,0,0.4,0,0,0.2,0,0,0.2,19.85,1.08
+05/10/2004,0,0,0,0,0,0,0,0.4,0.2,0,0,0,0,0,20.95,1.08
+06/10/2004,0,0,0,0,0.2,0,0,0.4,0,0,0.2,0,0,0.2,19.95,1.08
+07/10/2004,0,0,0,0,0,0,0,0.2,0,0,0,0,0,0,20.65,1.09
+08/10/2004,0,0,0,0,0,0,0,0.4,0,0,0,0,0,0.2,20.85,1.19
+09/10/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23.1,1.22
+10/10/2004,17.8,11.6,3.4,13.8,13.6,13.4,0,0,0,0,0,0,0,0,19.95,1.16
+11/10/2004,3.8,2.6,2.8,7.2,4.2,4.6,27,46.2,26.8,7.2,12.8,9.6,15.4,47.2,18.1,1.31
+12/10/2004,0.6,2.2,0.4,1,0,0.8,2,2.2,4.6,1.4,0.8,2.4,7.6,27.6,16.05,1.19
+13/10/2004,0,0,0,0,0,0,0,0.2,0,0,0,0,0,6.2,14.4,1.11
+14/10/2004,14.6,14,2.4,28.8,11.2,31.8,0.4,0.4,0.2,1.2,1.6,0.2,0.2,2,16.6,1.08
+15/10/2004,14.4,13.4,4.8,8.8,8.6,10.4,15.8,16,10.6,20.2,4.2,10.2,8.8,31.8,16.65,1.29
+16/10/2004,18,23,7,29.6,18.2,30,11.4,16.2,11.4,20.6,20.2,17.4,19,15.8,15.35,1.43
+17/10/2004,4.2,13,4.8,7.6,5.2,6,18,24.4,15.4,11.2,23.2,7,17.8,19.4,15.45,1.9
+18/10/2004,0,0.2,0.4,0.2,0,0.2,1.8,1.4,0,0,0.2,0,0,1.8,14.85,1.54
+19/10/2004,0.2,0.2,1.4,11.6,0,10.6,0,0,0,0,1.2,0,0,0,16.55,1.69
+20/10/2004,0,0.4,0.6,4.2,0.6,3,0.2,0,0.4,2.4,1.8,0.4,2,0.4,20.4,1.38
+21/10/2004,0.2,0.2,0.8,3.6,0.2,2,0,0,0,0,0,0,0,0.2,21.3,1.12
+22/10/2004,0,0.2,0,0,0,0,0,0.2,0,0,0.4,0,0,0.2,20.45,1.09
+23/10/2004,0,0,0.2,0,0,0,0,0.4,0,0,0,0,0,0.2,20.35,1.07
+24/10/2004,0,0,0,0.2,0,0,0.2,0.2,0,0.2,0.2,0,0,0.2,19.55,1.06
+25/10/2004,0.2,0.2,0.4,0.4,0.4,0.2,0,0.2,0,0.2,0.4,0.2,0,0,16.35,1.06
+26/10/2004,3,1,1,7.4,2,8,0,0,0.2,0.2,0.4,0,0.2,0,18.6,1.05
+27/10/2004,1.4,0.6,2.4,2.6,1,2.6,1.8,0.6,2.6,1.4,8.4,2,6,4.4,16.3,1.09
+28/10/2004,3.8,4,0.8,6,1.4,8.8,2.8,5.8,2.6,4.4,6.8,2.8,3,4.8,16.5,1.11
+29/10/2004,29.4,27.6,7.6,22.2,23.8,23.4,10.8,7.8,4.2,5.2,4.2,1.8,13.6,24.6,17.3,1.7
+30/10/2004,2,1.4,1.6,1.8,2.2,0.6,38.6,40.8,32.6,66.6,123.2,95.6,67,60.2,18.35,4.32
+31/10/2004,21.4,28.4,5.8,46.2,22.2,42.8,6,9,7.6,7.2,3.4,3,12.6,9.6,20.45,2.44
+01/11/2004,21.4,16.4,2.8,5,7,0.8,0.2,2.4,0,0,0.2,0.2,0.8,0.6,19.75,1.92
+02/11/2004,0,0,0,0,0.2,0,0,0,4.2,0.2,0.2,0,0.2,0,19.25,1.55
+03/11/2004,0,0,0,0,0.2,0,0,0,0.2,0.2,0.4,0,0,0,20,1.5
+04/11/2004,0,0.2,0.8,0,0.2,0,0,0,0.2,0.2,0.2,0,0,0,19.5,1.53
+05/11/2004,0,0,0,0,0.2,0,0,0,0.2,0,0.2,0,0,0,17.85,1.41
+06/11/2004,0.8,0.2,0.8,2.4,0.2,0.4,0,0,0.2,0.2,0.4,0,0,0,15.75,1.29
+07/11/2004,1.2,2.6,3.4,0.8,2.6,0.2,1.2,1.6,0.2,0.6,0.8,7.8,10.8,12.2,12.9,1.18
+08/11/2004,0.2,0.2,0.6,0.2,0,0,3.4,2.4,0,0,0,0,2.8,1.4,7.8,1.26
+09/11/2004,17,21.4,15.6,21.2,20.4,21.6,3.8,0.4,0.2,0.2,0,0,1.2,2.4,5.85,1.36
+10/11/2004,17,10,9.4,11.8,10,6.8,30.6,8,19,31.8,36.6,31.6,36.4,8,7.4,1.93
+11/11/2004,15.8,16.4,9.2,16,13.6,15.8,13.2,29,6.8,8.8,8.4,10.2,13.6,23.8,9.05,2.32
+12/11/2004,1.2,0.8,0.4,0.6,0.4,0.4,7.6,24.2,4.2,5.8,3.8,5.6,8.4,42.4,13.8,2.3
+13/11/2004,0,0,1.6,0.6,0,0.2,0.4,0.8,0,0.6,0,0,0.6,5.6,15.9,1.89
+14/11/2004,0.4,2.2,6.4,5.8,2,1.6,16.4,0.6,0,1.6,0.4,0.6,8.6,13.8,9.5,1.83
+15/11/2004,0,0,0,0,0,0,6,0.8,0,0,0,0,3.4,0,11.4,1.71
+16/11/2004,0,0,0,0,0,0,0,1,0,0,0,0,0.2,13.6,11.6,1.57
+17/11/2004,0,0,0,0,0.2,0,0,0,0,0,0,0,0,3.8,10,1.56
+18/11/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.45,1.47
+19/11/2004,0.4,0.4,0,0,0,0,0,2.4,0.8,0,0,0,0,1,13.05,1.41
+20/11/2004,0,0,0,0,0,0,0.8,2.8,1.4,0,0,0.2,0.6,2.6,7.55,1.3
+21/11/2004,0,0,0,0,0,0,0,0,0,0,0,0,0.2,0,6.6,1.18
+22/11/2004,1.2,0.8,0.8,0.4,0.8,0.4,0,0,0,0,0,0.2,0,0,3.4,1.3
+23/11/2004,0.2,0.4,0,0.4,0,0,0.8,1.4,0.6,0,0,0,0.4,1.2,9.1,1.41
+24/11/2004,0.2,0.2,0.4,0.2,0.2,0,0.8,0.8,0,0,0,0,0.2,0.6,10.7,1.38
+25/11/2004,0,0,0,0,0.4,0,0,0,0.2,0.2,0,0,0,0,9.15,1.38
+26/11/2004,3.6,1.8,1.8,1.2,2,1.6,0,0.4,0.2,0,1,0,0.2,0.2,10.3,1.39
+27/11/2004,10.6,8.4,6.2,4.8,7,3.2,2,7.2,2.4,2.2,4.8,3.8,2,2.8,11.15,1.33
+28/11/2004,0.4,0,0.2,0.4,0.2,0,0.2,0.6,0.2,1,1.6,1,0.4,0.2,8.65,1.2
+29/11/2004,2.8,2.8,1.6,5.4,4.6,3.6,1.6,0,0,0,0.8,0,0.6,0.8,11.5,1.34
+30/11/2004,16.6,14,17.6,24.8,16,18.8,33.4,22.6,17,16,16.8,16.4,32.6,39.2,10.45,1.77
+01/12/2004,17.8,20.4,15.6,21.2,18.6,18.4,5,5.6,5,2.4,4.4,2.2,5.6,4.4,9.35,1.97
+02/12/2004,0.8,1.6,2,12.6,1.2,10.4,8.2,7.6,6.8,4.8,7.2,4.4,10,8.6,13.85,1.81
+03/12/2004,17.4,14.4,14.2,16.2,14.6,16.4,12.8,28.8,20.2,12,12,13.4,8.2,12.8,13.7,2.43
+04/12/2004,35.8,34.6,24.2,44.4,31.6,39.6,6.2,2.6,1.8,1,3.6,1,17,9.6,10.5,2.89
+05/12/2004,12.8,12.4,10.8,12.4,14.2,11.4,40.8,46.4,37,48.8,54.6,42.2,46,47.8,11,5.13
+06/12/2004,1.8,0.8,1.4,4.2,1.6,3.4,16.2,21,12,22.6,19.2,14.2,24.8,25.2,14.2,4.01
+07/12/2004,0.2,0,0,0,0.2,0,0.2,0.2,0.2,0.4,0.4,0,0.2,0.4,13.1,2.78
+08/12/2004,3.2,2.4,0.6,2.6,1.6,0,0.2,0,0,0,0.2,0,0,0.2,11.65,2.33
+09/12/2004,0.2,0,0,0.2,0.2,3,1,6.4,1.6,2.2,7.4,2.6,1.8,3.8,13.25,2.14
+10/12/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,12,2.1
+11/12/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.4,1.74
+12/12/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,9.85,1.62
+13/12/2004,0,0,0,0,0.2,0,0,0,0,0.2,0,0.2,0,0,8.7,1.69
+14/12/2004,0,0,0,0,0.2,0,0,0.4,0.2,0,0.2,0,0,0,9.55,1.61
+15/12/2004,0,0,0.2,0,0.4,0,0,0.6,0.2,0.2,0.4,0,0.2,0,7.25,1.57
+16/12/2004,2.4,2.8,3.8,3.8,2.8,0,0,0.2,0.2,0,0.2,0.2,0.2,0,7.75,1.52
+17/12/2004,7.8,3.6,4.8,3.6,4.2,3.4,8.2,6.4,4.6,6.4,8,6.4,6,13,11.4,1.54
+18/12/2004,0.2,0.2,0.2,0.2,0,3,4,8.8,4.6,4.2,15.8,5.6,3.4,5.2,9.65,1.4
+19/12/2004,2.4,1.8,0.8,2,1.4,1.6,0,0,0,0,0,0,0.2,0,3.4,2.08
+20/12/2004,0,0,1.2,0.8,0,1,4.8,5.8,3.6,11.6,14.4,10,4.2,0.4,8.15,2.08
+21/12/2004,0,0,0,0,0,0,0.4,0.2,0,0,0,0,0,0,5.7,1.94
+22/12/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4.15,1.74
+23/12/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,1.4,-2.7,1.59
+24/12/2004,0,0,0,0,0,0,0,0,0,0,0,0,0,10.2,5.95,1.58
+25/12/2004,5.2,9.2,4.8,9,4.6,10.8,0,0,0,0,0.2,0,0.6,3.8,9.3,1.56
+26/12/2004,25.6,29.4,20.8,39.2,22.8,33.6,22.8,34,16.2,21.6,25.8,17.6,26.4,43.6,10.45,2.21
+27/12/2004,9.4,13,6.2,15.6,6.6,17,18.8,22.2,9.2,8.8,11.2,10,19.2,26,10.3,3.5
+28/12/2004,8.6,5.6,3.8,5.4,4,7.2,13.4,11.4,1.2,8.8,10,8,15.6,20.6,10.3,3.25
+29/12/2004,1,1.2,4.6,4.4,1,3.2,2,6,6,3.4,0.4,2.8,1.2,1.2,9.05,2.63
+30/12/2004,0,0,0,0,0,0,2.2,2.6,0,0,0,0.2,4,0.2,8.4,2.31
+31/12/2004,0,0,0,0,0,0,,0,,,0,0,0,5.2,6.9,2.08
+01/01/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0.6,5.6,2.07
+02/01/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,1,5.9,1.62
+03/01/2005,0,0,0,0,0.2,0,0,0,0,0,0,0,0,0,7.7,1.5
+04/01/2005,0,0,0,0,0,0,0,0,0,0,0.2,0,0,0,6.35,1.66
+05/01/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,9.65,1.69
+06/01/2005,0,0,0,0,0,0,0,0,0,0.4,0,0.2,0,0,10.25,1.56
+07/01/2005,0.2,0.2,0.4,0.2,0.4,0,0,0,0.2,0,0,0,0,0,7.9,1.56
+08/01/2005,0,0,0,0,0,0,0,0,0,0.2,0.6,0.4,0.2,0,7.45,1.46
+09/01/2005,0,0,0,0,0,0,0,0.2,0,0,0,0,0,0,12.45,1.27
+10/01/2005,0.2,0,0.2,0.2,0,0,0.2,1,0,0.2,0,0.2,0,0,10.7,1.58
+11/01/2005,0,0,0,0,0,0,0,0,0,0,0,0,0.2,0,10,1.59
+12/01/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.15,1.55
+13/01/2005,0,0,0,0,0,0,0,0,0,0.2,0.2,0,0,0,7.6,1.55
+14/01/2005,0.4,0.2,0.4,0.2,0.4,0.2,0.2,0.2,0,0,0,0,0,0,6.25,1.52
+15/01/2005,0.2,0,0.2,0,0.2,0,0,0,0,0.2,0,0.2,0.2,0,6.5,1.29
+16/01/2005,0,0,0,0,0,0,0.2,0,0,0,0.2,0,0,0,4.55,1.19
+17/01/2005,0,0,0,0,0.2,0,0,0,0.2,0,0.2,0,0,0,4.65,1.39
+18/01/2005,35.2,34,19.6,33.2,24.6,37.8,0,0,0,0,0,0.2,0,0,3.9,1.44
+19/01/2005,3.8,7,23.6,11.8,8.4,10.2,16.6,12.4,9.6,11.2,20.2,11.6,14,0,6,1.54
+20/01/2005,0,0,0,0,0,0,9.8,0.2,0.8,0,1.2,0.8,5,0,7.8,1.75
+21/01/2005,0,0,0,0,0,0,0,7.6,0,0,0,0,0,15.6,6.35,1.88
+22/01/2005,0.2,0,0.2,0,0.2,0,0,0.2,0,0,0.2,0,0,8.6,8.8,1.49
+23/01/2005,0,0.4,0.2,0.2,0.6,0,0.2,0.2,0,0,0.2,0,0.2,1.8,3.05,1.3
+24/01/2005,0.2,0,0,0,0,0,0,0,1.2,3.6,2.2,4.2,0,0,5.5,1.35
+25/01/2005,0,0,0.2,0,0.2,0,4.2,4,2.8,1.6,9,0,4.8,0,3.75,1.59
+26/01/2005,0,0,0,0,0,0,0,0,0,0,0,0,0.6,0,2.7,1.56
+27/01/2005,0,0,0.4,0,0,0,0,0,0,0,0,0,0.8,0,3.6,1.56
+28/01/2005,0,0,0,0,0,0,3,2.4,0,0,0,0,0.8,0,1.5,1.65
+29/01/2005,0,0,0,0,0,0,0.4,0,0,0.8,1.6,0.4,0.6,0,1.2,1.36
+30/01/2005,0,0,0,0,0,0,0.8,0.2,0,0,1.2,0,1.8,0,4.1,1.19
+31/01/2005,0,0,0,0,0,0,0.8,1.8,0,0,0,0,0,0,5.2,1.32
+01/02/2005,0,0,0,0,0,0,0,2.4,0,0,0,0,0,8.6,5.6,1.47
+02/02/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,10.8,5.35,1.4
+03/02/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,3.4,5.2,1.36
+04/02/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5.4,1.39
+05/02/2005,0,0,0,0,0,0,0,0,0,0,0.2,0,0,0,3.85,1.24
+06/02/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1.5,1.15
+07/02/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3.7,1.26
+08/02/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,6.45,1.36
+09/02/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,6.05,1.36
+10/02/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,6.7,1.33
+11/02/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4.75,1.43
+12/02/2005,0,0,0.2,0,0,0.2,0,0,0,0,0,0,0,0,5.5,1.24
+13/02/2005,2.2,1.4,3.6,1.6,2.2,1,1.2,6.6,0.8,1,0.2,1.2,0.6,2.6,11.6,1.19
+14/02/2005,0,0,0,0,0.2,0,0,0.6,0.2,0,0,0.2,0.4,0.2,8.25,1.42
+15/02/2005,0,0,0,0,0,0,1.6,1.4,0,0,0,0,1.8,0,5.9,1.48
+16/02/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,3.2,4.65,1.37
+17/02/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5.8,1.44
+18/02/2005,0,0,0,0,0,0,0.2,0,0,0,0,0,0,0,4.85,1.61
+19/02/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,5,3.85,1.27
+20/02/2005,2.4,2.4,0.6,0.4,2,2.2,0,0,0,0.4,1.2,0.2,0,3.6,6.05,1.16
+21/02/2005,10.6,6.8,3.8,5.2,5.4,4.8,0,2.6,4.8,4.6,7.2,5.4,0.4,0,3.25,1.17
+22/02/2005,6.6,8.6,9.4,2.6,13.4,3.2,8.6,3.4,10.6,10.6,8.4,13.8,7.2,0,4.6,1.31
+23/02/2005,3,5.2,1,2,4.8,5.2,12.8,6,15.6,1.2,1.4,4.6,13.6,0,2.2,1.43
+24/02/2005,6.2,10,0,5,10.8,6.6,0.4,0,6.8,7.8,9,9,2,0,3.85,1.31
+25/02/2005,20.8,0.4,0,8.6,0.2,1.4,9.8,1.8,5.4,5.4,14,3.2,17.4,0.6,0.9,1.7
+26/02/2005,0,0,0,0,0,0,17.4,7.4,0,0,0,0,1,5.8,3.95,1.53
+27/02/2005,0,0,0,0,0,0,0.2,2.6,0.2,0.2,1.6,0.4,0,0,3.65,1.55
+28/02/2005,0,0,0,0,0,0,0,4,0,0,0.2,0,0.6,2.2,1.45,1.75
+01/03/2005,0,0,0,0,0,0,0,0,0,0,0,0,0.8,0,0.05,1.61
+02/03/2005,0,0,0,0,0,0,0,2.2,0,0,0,0,0,0,0.7,1.56
+03/03/2005,0,0.8,4.6,0,1.2,2.6,0,11.6,0,0,0,0,0,7.2,2.5,1.58
+04/03/2005,23,18,20.4,23.6,20.2,21.6,0.4,0,8,16.4,17.2,19,1,0,5.9,1.66
+05/03/2005,4.6,10.4,0,5,1.8,4.4,19.4,6.8,0,0,0,0.4,23.2,3.6,6.45,1.43
+06/03/2005,0,0,0,0,0,0,0,9.2,0,0,3.6,0,1.4,3.2,7.5,1.36
+07/03/2005,0,0,1.8,0.2,0,0,0,8.8,0,0,1.8,0,0,7.4,3.6,1.6
+08/03/2005,0,0,0,0,0,0,0,4,0,0,0,0,0,3.4,4.4,1.63
+09/03/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,11,6.55,1.65
+10/03/2005,0.2,0,0,0,0.2,0,0.2,0,0,0.2,0,0.6,0,0.4,9.1,1.76
+11/03/2005,0.4,0.2,0.2,0,0,0,0,0,0,0,0,0,0,0,7.45,1.65
+12/03/2005,1.4,2,1.4,2,1.8,2.8,0,0,0,0,1.4,0.2,0,0,10.95,1.7
+13/03/2005,15.4,15,14.6,14.8,10,13,0.2,0.6,0,0,0.2,0,0,0,11.95,1.86
+14/03/2005,0.2,0,0,0.2,0,0,0.8,0,0,0,0.2,0,0.2,3.4,12.55,1.99
+15/03/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,12.9,1.97
+16/03/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14.35,1.87
+17/03/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,13.5,1.81
+18/03/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,12.25,2.02
+19/03/2005,0,0,0,0.2,0,0,0,0,0,0,0,0,0,0,13.25,1.93
+20/03/2005,0,0,0,0.2,0,0,0,0,0,0,0,0,0,0,13.95,1.71
+21/03/2005,0,0,0,0,0,0,0,0.2,0,0,0,0,0,0,14,1.91
+22/03/2005,0.2,0.8,0,1.8,0.6,1.6,0,0.4,0,0,0.2,0,0,0,14,1.82
+23/03/2005,0,0.4,0,0.6,0.4,0.2,0,1.2,0.4,0,0,0,0.4,0,16.4,1.77
+24/03/2005,4.8,9.4,5,8.2,3.8,7.6,0,0.2,0.2,0,0,0.2,0,0,14.8,1.58
+25/03/2005,6,6.4,7.6,5.6,6.8,5.2,8.4,9.6,9.6,17.4,8.4,12.2,12.6,10.4,15.45,1.72
+26/03/2005,0.2,0.2,0.6,1.2,0,0.8,0.2,0,0,0,1.8,0.6,0.2,1,17.4,1.6
+27/03/2005,48.4,49.8,38.2,21.8,41.4,28.6,0,0.2,0.2,0,0.8,0.4,0.6,0.4,14.2,1.75
+28/03/2005,0,0,0,0,0,0,15.4,15.6,10,16.4,2,8.4,14.4,21.6,15.55,2.35
+29/03/2005,0.8,0,0,0,0.6,0,3,6,0.2,0.2,0.2,0.8,1,2.4,13.05,2.16
+30/03/2005,0,0,0,0,0.2,0,0,3,0.4,0.2,0.2,0.2,0,0,13.8,2.13
+31/03/2005,0,0,0,0,0,0,0,1,0,0.8,0,0,0,0.8,14.6,1.91
+01/04/2005,0,0,0,0,0,0,0,0,0,1.8,0,1.4,0,0,13.35,1.66
+02/04/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,12.6,1.44
+03/04/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,13.25,1.34
+04/04/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14.15,1.49
+05/04/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14.1,1.55
+06/04/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,13.55,1.49
+07/04/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14.45,1.5
+08/04/2005,4.2,7,7.8,10.2,6.2,16,0,0,0,0,0,0,0,0,12.6,1.57
+09/04/2005,2.4,1.2,2.2,2.4,4.4,1.4,13.2,16.4,7.4,16.2,3.6,12.8,18,24.2,13.15,1.48
+10/04/2005,4.4,6,37.2,26,5.2,23.6,3.6,9.6,5.2,8.4,8.2,6.2,4.8,6.6,11.2,1.66
+11/04/2005,0.2,0.4,21.4,10.2,2.4,2.8,63,17.2,4.2,4.2,15,11.4,32.8,29.6,11.6,3.01
+12/04/2005,0,0,0,0,0,0,4.6,1,0.6,1.4,11.8,5,5.8,46.4,12.5,2.68
+13/04/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,43.2,13.9,2.28
+14/04/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,12.2,13,2.14
+15/04/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0.2,14.6,1.99
+16/04/2005,19,20.2,13,18,15,13.6,2,2.4,2.8,2.4,6.2,3,2.8,3.8,10.75,1.97
+17/04/2005,2.2,1.2,2.4,6,1,5,10.8,29.2,12.2,10.6,9,16.6,33.8,21.2,10.7,2.24
+18/04/2005,0.2,0,0.2,0.2,0,0,1,1.4,0,0.2,1.4,0,0.2,1,10.8,2.1
+19/04/2005,5,3.6,2,7.2,3.4,8.2,0,0,0,0,0.2,0.4,0,0,12.75,2.14
+20/04/2005,28.6,35.6,35.4,48.6,18.8,44.8,4,16.2,2.2,2,16.8,7.4,3.8,2.4,12.9,2.22
+21/04/2005,8,4.6,2.6,1.8,4,2,0.8,3,2,0.2,1.2,0.6,0.4,1.2,14,2.35
+22/04/2005,0,0,0,0,0.2,0,7,11.4,18,6.2,3.2,9.4,5.2,9,14.75,2.39
+23/04/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,12.65,2.15
+24/04/2005,1,0.8,3,1.6,1.8,1.2,0,1.4,0.2,1.2,0,0.4,0.8,0.6,16.1,1.89
+25/04/2005,2.2,3.6,2.4,7.2,2,4.6,1,4.2,2.2,0.2,0.4,0,0.6,3.2,16.55,1.76
+26/04/2005,0,0,0,0,0,0,1,0.4,0,2.2,3.4,1.2,3,12,16.3,1.76
+27/04/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,16.2,1.76
+28/04/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17.7,1.68
+29/04/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19.4,1.69
+30/04/2005,0,0,0,0,0,0,0,0,0,0,0,0.2,0,0,21.35,1.45
+01/05/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20.2,1.34
+02/05/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20.6,1.46
+03/05/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19.65,1.56
+04/05/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20.05,1.48
+05/05/2005,0,0,0,0,0,0,0.2,0.2,0,0,0,0,0,0,18.95,1.44
+06/05/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18.75,1.48
+07/05/2005,0,0,0,0,0,0,0,0.2,0,0,0,0,0,0,18.25,1.33
+08/05/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19.05,1.23
+09/05/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17.35,1.37
+10/05/2005,1.6,1,1.6,1,1.8,0.6,0,0,0,0,0,0,0,0,15.4,1.43
+11/05/2005,5.8,4,6.6,5.2,4.6,3.6,5.2,7,3.4,1.6,0.2,2.4,3.8,7.2,17.7,1.39
+12/05/2005,0,0,0,0,0,0,0,0,0,0,0.2,0,0.2,0.4,18.85,1.33
+13/05/2005,0,0,0,0.2,0,0,0,0,0,0,2.2,0,0,0,19.9,1.39
+14/05/2005,0,0.2,0.8,2.2,0.8,3.4,0,0,0,0,0,0,0.2,0.4,20.3,1.27
+15/05/2005,1.8,0.4,0.2,0,0.4,0,1.2,0.4,0,2.2,0,0,31,4,20.45,1.22
+16/05/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19.15,1.28
+17/05/2005,12.4,10.8,8.2,15.4,8.4,13.4,0,0,0,0,0,0,0,0,17.8,1.34
+18/05/2005,25,13.4,19.2,14.8,15.8,16,21,21.4,18.2,15.6,7.2,15.2,24.8,25.4,15.95,1.56
+19/05/2005,0.2,0,0.2,0.2,0,0,5.8,8.6,6.6,14.2,1.8,13,9,11.4,19.25,1.61
+20/05/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18.9,1.53
+21/05/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20.45,1.46
+22/05/2005,0,0,0,0,0,0,0,0,0,0,0.2,0,0,0,21.05,1.22
+23/05/2005,0,0,0,0,0,0,0,0,0,0,0.4,0,0,0,22.4,1.41
+24/05/2005,0,0,0,0,0,0,16.4,0,0,0,0.2,0,1.2,7.8,21.5,1.31
+25/05/2005,0,0,0,0,0,0,0,0,0,0,0.4,0,0,0,21.85,1.19
+26/05/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,22.95,1.18
+27/05/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25.15,1.17
+28/05/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25.1,1.17
+29/05/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.15,1.1
+30/05/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25.65,1.12
+31/05/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24.6,1.19
+01/06/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23.15,1.16
+02/06/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24.35,1.12
+03/06/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25.15,1.12
+04/06/2005,0,0,0,0,0,0,0,0,0,0,0.2,0,0,0,23.6,1.19
+05/06/2005,0,0,0.2,0.6,0,0,0,0,0,0,0.4,0,0,0,24.95,1.18
+06/06/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0.8,21.3,1.18
+07/06/2005,5,2.4,2,4.2,1.2,7,0,0,0,0,0.6,1.2,0,2,22.15,1.2
+08/06/2005,0,0,0,0.2,0,0,10.8,12.2,23.2,12.4,0,4,10,16.4,18.4,1.2
+09/06/2005,0,0.2,0.2,0.2,0.2,0,0,0,0,0,0,0,0,0,16.35,1.11
+10/06/2005,0,0,0,0,0,0,0,0.2,1.4,0,0,0.2,0,0,16.15,1.06
+11/06/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,16.6,1.21
+12/06/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19,1.09
+13/06/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,21.75,1.08
+14/06/2005,19.8,17.8,15,12,11,10.8,0.8,0.8,2.6,0.8,0.2,1,0.4,0.8,19.15,1.13
+15/06/2005,13,3.4,18.2,6.4,8,4.4,28,23.2,14.2,19.6,23.4,13.4,20.8,20.6,21.95,1.29
+16/06/2005,0,0,0,0.2,0.2,0,4,8.6,0.2,2.2,0,0.4,11.4,7.4,23,1.31
+17/06/2005,0,0,0,0,0,0,0,0,0,0,0.4,0,0,0,26.1,1.17
+18/06/2005,0,0,0,0,0,0,0,0,0,0,0.2,0,0,0,25.6,1.15
+19/06/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.55,1.07
+20/06/2005,0,0,0,0,0,0,0,0,0,0,0,0,0.2,0,26.2,1.09
+21/06/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.45,1.13
+22/06/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,27.45,1.1
+23/06/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,27.15,1.07
+24/06/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,28,1.05
+25/06/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,27.45,1.05
+26/06/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,27.6,1.03
+27/06/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,29.4,1.03
+28/06/2005,0,0,0,0,0,0,0,0,0,0,0.2,0,0,0,29.4,1.02
+29/06/2005,0,0,0,0,0,0,0,0,0,0,0.6,0,0,0,28.7,1.04
+30/06/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,27.3,1.06
+01/07/2005,0.6,5.4,3.8,9.2,3.6,2.2,0,0,0,0,0.2,0,0,0,25.35,1.12
+02/07/2005,0,0,0,0,0.2,0,0,0,0,0,0,0,0,0,24.85,1.1
+03/07/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25.7,1
+04/07/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.2,0.99
+05/07/2005,3.4,2.2,3.2,17.2,2.6,23.8,0,0.2,0.2,0,0.2,0,0,0,24,0.99
+06/07/2005,0,0,0,0,0,0,0,0,0,0.2,0,0.2,0.2,0,24.1,1
+07/07/2005,0,0,0.4,0,0,0,0,0,0,0,0.4,0,0,0,24.25,1.02
+08/07/2005,1.6,1,4.2,2.2,0,0.4,0,0.2,0,0,0.8,0,0,0,24.35,1.05
+09/07/2005,0,0,0,0,0.4,0,18.4,5,4.4,6.2,0,17,0,10,24.6,1.05
+10/07/2005,15.8,8.2,18.6,1.4,9.6,2.8,0,0.2,0.8,0,0,0,0,0,22,1.05
+11/07/2005,0,0,0.2,0,0,0,8.4,4.6,6.4,11.4,0,3.6,0,8.6,21.25,1.09
+12/07/2005,0.2,0,0,0,0,0.2,0,0,0,0,0,0,0,0,24.15,1.06
+13/07/2005,1.6,2,0,4.2,0,13.4,0.2,0,0,0,4.8,0,0,0,24.05,1.04
+14/07/2005,0,0,0,0,0,0,0,0,0,6.8,0,0,0,0,25.05,1.03
+15/07/2005,0,0,0,0,0,0,0,0,0,0,0.4,0,0,0,25.55,1.01
+16/07/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25.85,1
+17/07/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,27,1
+18/07/2005,0.4,0,0,0.4,0,1,0,0,0,0,0.2,0,0,0,26.9,1.01
+19/07/2005,10.6,3.4,5.2,11.2,7,15.6,22.6,27.2,16.4,0,0,0.2,0,31,25.25,1.06
+20/07/2005,0,0,0,0.2,0,0,0,0,0,0,0,0,0,0,28.05,1.05
+21/07/2005,0,0,10,0.6,0,0.8,0,0,0,0,0,0,0,0,26.4,1.03
+22/07/2005,0,0,0,0,0.4,0,0,0,0,0,0,0,0,0,26.05,1.04
+23/07/2005,0,0,0.4,0,0.6,0,1.4,4,3.4,0,0,0.4,0,17,26.85,1.06
+24/07/2005,0,0,0,0,0,0,16.2,8,4.2,0.8,0,0,0,10,26,1.07
+25/07/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,27.15,1.04
+26/07/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,28.3,1.03
+27/07/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,29.25,1.08
+28/07/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,30.55,1.03
+29/07/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,30.65,1.03
+30/07/2005,0,0,0,0,0,0,0,0,0,0,0.2,0,0,0,28.95,1.01
+31/07/2005,0,0,0,0,0,0,0,0,0,0,0.2,0,0,0,26.55,1.01
+01/08/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25.4,1.01
+02/08/2005,0,0,0,2.2,0,0.6,0,0,0,0,0.4,0,0,0,26.25,1.07
+03/08/2005,15.8,10.2,16.6,21.4,18.4,4.8,0,0,0,0.2,0,0.6,0,0,24.25,1.09
+04/08/2005,4.2,3.2,0.8,1.4,1,0,10.6,5,3,17.4,0.2,5,0,14,24.5,1.11
+05/08/2005,0,0,0,0,0,0,0,0,0,0,0.4,0,0,0,24.1,1.05
+06/08/2005,0,0,0,0,0,0,0,0,0,0,0.2,0,0,0,23.7,1.04
+07/08/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24.2,1.05
+08/08/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0.4,24.15,1.03
+09/08/2005,0,0,0,0,0,0,0,0,0,0,0.2,0,0,0,23.15,1.02
+10/08/2005,0,0,0,0,0,0,0,0,0,0,0.6,0,0,0,24.7,1.04
+11/08/2005,10.4,6.2,11.2,22.4,6.4,16.8,1.8,2.2,0.4,0.8,1.8,0.6,0,5.8,23.35,1.08
+12/08/2005,0.4,0.4,0.4,1,1.6,0.8,33.2,57.8,16.6,12.8,0.2,8.4,0,31.6,24.6,1.16
+13/08/2005,0,0,0,0,0,0,13.2,2.8,20.8,3.8,0.6,0.2,0,11,25.5,1.08
+14/08/2005,0,0,0,0,0,0,0,1.6,1.2,0,0.8,0,0,0.2,24.9,1.05
+15/08/2005,15.8,16.4,20,1.4,26,2.8,13.6,15.6,0,0,0.2,0,0,26.4,22.15,1.08
+16/08/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,6.6,21.4,1.03
+17/08/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23.75,1.02
+18/08/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24.2,1.03
+19/08/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.2,1.03
+20/08/2005,5,2.2,1.8,3.4,4.2,3,0,0,0,0,0,0,0,0,23.2,1.03
+21/08/2005,18,10.8,29.2,10.6,10.2,8.2,11.2,10.8,18.8,14.6,0,32.8,0,14.4,20.2,1.09
+22/08/2005,0.2,0,0.2,0.8,0,0.6,9,38.6,2.2,1.6,0,21.4,0,5.2,19.2,1.1
+23/08/2005,0,0,0,0.2,0,0,0,0,0,0,0,0,0,0,22.5,1.07
+24/08/2005,0,0,0,0,0,0,0,0.2,0,0,0.4,0.2,0,0.2,23.7,1.1
+25/08/2005,0,0,0,0,0,0,0,0,2.8,0,0,0,9.8,0.2,23.9,1.09
+26/08/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23.45,1.06
+27/08/2005,0.4,3.4,1.6,2.2,2.8,8.8,0,0.2,0,0,0,0,0,0,24.7,1.04
+28/08/2005,25.8,19.8,20.4,26.2,18.6,25.4,10,17.2,21,8.6,0,2.6,7.4,9.6,21.1,1.16
+29/08/2005,0,0,0,0,0,0,3.8,11.8,4,15,0,18.4,6.6,5.4,24.15,1.13
+30/08/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26,1.07
+31/08/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24.9,1.05
+01/09/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25.75,1.04
+02/09/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.85,1.03
+03/09/2005,0.8,0.2,0,0,0,0,0,0,0,0,0,0,0,0,26.9,1.06
+04/09/2005,0,0.2,0,0,0,0,0.2,1.4,2.8,2.6,13.4,10.4,14.6,25.8,25.05,1.11
+05/09/2005,0,0,0,0,0,0,0,0,0,0,0,0.2,0,0,22.3,1.11
+06/09/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,22.9,1.04
+07/09/2005,1.4,0.6,0,0.6,0.4,0.2,0.2,0.2,0.8,0.4,0.4,0.2,0.8,0.6,21.5,1.06
+08/09/2005,8.2,7.2,4.8,12.6,5.2,12.6,0,0.6,0.4,0.8,7.2,2,0.4,0.2,21.35,1.07
+09/09/2005,19.6,17,31.2,14.6,34,15,7,9,14,15.6,10.6,7,2.2,5.4,20.5,1.35
+10/09/2005,0,0,0,0.2,0,0,25.2,38,28.6,64,33.2,31,27.2,23.2,22.4,1.61
+11/09/2005,15.6,14,7.8,3.8,7.4,3.2,3.2,9.4,5.4,3.6,0,3.4,4,3.4,22.75,1.37
+12/09/2005,0.8,0.6,0.2,1,0.2,0.6,0,3,0.2,0,0,0,1,0,21.7,1.34
+13/09/2005,0,0,0,0,0.2,0,0.2,0.4,0.8,0,2.6,0,0,0.4,21.85,1.13
+14/09/2005,0,0,0,0,0,0,0,0,0,0,0,0.2,0,0,22.05,1.16
+15/09/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,22.5,1.18
+16/09/2005,0,0,0,0,0,0,0,0,0,0,0,0.2,0,0,21.05,1.12
+17/09/2005,12,8.6,14.4,13.2,11.2,11.2,0,0,0,0,0,0,0,0,21.95,1.2
+18/09/2005,20.6,18.4,19,22.4,20.2,23.8,28.6,36.6,24.2,37,20.4,26.2,31.2,46.4,16.6,1.37
+19/09/2005,0.4,0.2,0.2,0,0.4,0,9.6,10.4,8.2,11.2,19.4,25.4,11.4,32,16.8,1.58
+20/09/2005,0,0,0,0,0,0,0.2,0.4,0,0,1.6,0,0,1.2,19.7,1.57
+21/09/2005,0,0,0,0,0,0,0.4,0.2,0,0,0,0.2,0,4,19.15,1.26
+22/09/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,2,18.75,1.11
+23/09/2005,0,0,0,0,0,0,0,0.2,0,0,0,0,0,0.8,19.1,1.12
+24/09/2005,0,0,0,0,0,0,0,0,0,0,0,0.2,0,1,18.9,1.1
+25/09/2005,0,0,0,0,0.2,0,0.2,0,0,0,0,0,0,0,19.6,1.07
+26/09/2005,0,0,0.2,0,0,0,0,0,0.2,0,0,0.2,0,0,20.5,1.06
+27/09/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19.75,1.31
+28/09/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,21.15,1.17
+29/09/2005,0.8,0.2,0.2,0.8,1,0.6,0,0.2,0,0,0,0.2,0,0,19.55,1.12
+30/09/2005,0,0,0,0.2,0,0,0.2,0.2,0.2,0,0,0,0,1,18.15,1.16
+01/10/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0.2,16.45,1.1
+02/10/2005,33.6,23.8,25.2,15.6,29.4,10,0,0.4,0,0,0,0,0,0,16.3,1.19
+03/10/2005,9,9,6,9.6,6.8,9.6,26.4,33.6,35.8,22.2,15.4,23.2,44,26,14.2,1.43
+04/10/2005,0.4,0.4,1.4,0.8,1,0.2,11.6,8.2,8.8,8.8,11.8,7.4,8.6,12.4,16.8,1.29
+05/10/2005,15.8,21.6,22,24.4,19.2,22.6,6.4,9.8,20.2,25.6,29.6,27,4.4,10.2,16.2,1.62
+06/10/2005,1,0.8,1,1.6,1.4,0.8,4.8,8.6,0.4,1.8,8.6,1.6,5.8,7.2,17.35,1.52
+07/10/2005,2,1.2,2.6,2.4,1.8,2.2,3.6,4.6,1.8,4.4,4.4,4.6,5.4,6.2,16.8,1.43
+08/10/2005,17.4,10,21.4,17.2,6.6,8.2,3,7.2,1,3,6.6,4,3.6,24,16.05,1.34
+09/10/2005,0,0,0,0,0,0,33,14,6,12.2,17.4,18.8,33.4,98.6,19,1.96
+10/10/2005,0,0,0,0,0,0,0,0,0,0.2,0,0.2,0,0,18.05,1.85
+11/10/2005,0,0,0,0,0,0,0,0,0,0,0.2,0,0,0,17.45,1.66
+12/10/2005,0,0,0,0,0.2,0,0.2,0,0,0,0,0,0,0,16.15,1.46
+13/10/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,15.9,1.32
+14/10/2005,0,0,0.2,0,0,0,0,0,0,0,0,0,0,0,20.25,1.32
+15/10/2005,0,0,0,0,0.2,0,0,0,0.2,0,0,0,0,0.2,18.1,1.19
+16/10/2005,0,0,0,0,0.2,0.2,0,0.2,0,0,0,0.2,0.2,0,16.75,1.08
+17/10/2005,0,0,0,0,0.2,0,0,0,0.4,0,0,0,0,0,16.75,1.07
+18/10/2005,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14.2,1.04
+19/10/2005,43.4,36,29,42.4,32.2,44.6,0,0,0.8,0.2,0,0.2,0,0,13.3,1.08
+20/10/2005,27.6,27.8,27.2,22.4,28.6,27.8,35.8,39,38.6,36.2,30,50.2,38.6,38.2,15.95,2.1
+21/10/2005,6.4,4.2,5.8,5,10.2,4,8,9.2,11.2,4.6,12.8,5.6,13.4,11.4,16.8,2.74
+22/10/2005,1.2,1.4,1.2,4.2,1,4.2,20,24,24.4,14.4,31,17.8,58.4,47.8,18.9,3.18
+23/10/2005,0,0,0,0.2,0.2,0.2,0,0.4,0.2,0,0.2,0,0,0.2,18.3,2.33
+24/10/2005,0,0,0,0,0,0,0,0.2,0,0,0.2,0,0,0,18.95,1.82
+25/10/2005,0.2,0,0,0.2,0.2,0,0.2,0.6,0,0.2,0.2,0.4,0.2,0.4,17.75,1.73
+26/10/2005,0,0,0,0,0,0,0.2,0,0.2,0,0.2,0,0.2,0,18.45,1.51
+27/10/2005,0.2,0,0.4,0.4,0.2,0,0.2,0.6,0.2,0.2,0.2,0.2,0,0.2,16.8,1.41
+28/10/2005,0.2,0.2,0.2,0.6,0.2,0.2,0.2,0.6,0.4,0.2,0.4,0.4,0.2,0,16.55,1.35
+29/10/2005,0.2,0,0.4,0.2,0.2,0,0,0.2,0.4,0.2,0.2,0.2,0.2,0,15.9,1.21
+30/10/2005,0,0,0.2,0.2,0.4,0.2,0,0.4,0.2,0,0,0.2,0,0,15.15,1.17
+31/10/2005,0,0,0,0,0,0,0,0.4,0,0.2,0.2,0,0,0,15.8,1.29
+01/11/2005,13.4,15.8,17.4,20.6,12.4,24.4,0.6,0.4,1.2,0.8,0.4,0.8,0.8,0.4,16.75,1.22
+02/11/2005,0,0.2,0,0,0,0,13.6,11.2,8.2,5.2,22.8,11.8,10,16,17.2,1.61
+03/11/2005,0,0,0.2,0,0,0,0.2,0.4,0,0,0.2,0.4,0,0.2,16.7,1.67
+04/11/2005,0,0,0,0,0,0,0,0.4,0.2,0.2,0.2,0,0.2,0.2,16.35,1.54
+05/11/2005,17.8,20.8,30.6,36.4,23.2,22.4,0.2,0,0.2,0,0.2,0,0,0.2,16.95,1.53
+06/11/2005,53.2,49,46.4,41.8,47.2,39.4,40.4,40.2,44,42,37.2,36.6,39.6,42.2,16.7,3.13
+07/11/2005,0.4,0.2,0.2,0,0.4,0.2,7.8,15.6,10.4,8.2,19.4,9.6,5.4,13,15.55,3.43
+08/11/2005,0,0,0,0,0,0,0,0.4,0,0,0,0.2,0.2,2.6,15.45,2.4
+09/11/2005,0,0,0,0,0.2,0,0.2,0,0.2,0,0.6,0.2,0,0.4,15.2,2.11
+10/11/2005,0.2,0,0.2,0.2,0.2,0.2,0,0.2,0.2,0.2,0.4,0.2,0,0.2,15.05,1.94
+11/11/2005,0,0,0,0,0.4,0,0,0,0.2,0,0.6,0.4,0,0,13.4,1.65
+12/11/2005,0,0,0.2,0,0.2,0,0,0.4,0.2,0.2,0,0.2,0.2,0,12.9,1.37
+13/11/2005,0,0.2,0.2,0,0.2,0,0,0,0.2,0.2,0.2,0.2,0,0,12.75,1.28
+14/11/2005,0,0,0,0,0.2,0,0,0,0.2,0,0,0,0,0,12.6,1.57
+15/11/2005,7.6,7,6.8,6.4,5.4,5.6,2.2,3.4,6.6,19.4,26.4,18.8,3.8,2.2,13.5,2.53
+16/11/2005,0.2,0.6,0.8,0.4,0.2,0.4,19.2,19.2,16.6,32.4,32.6,33,36,23.8,12.05,3.45
+17/11/2005,6.4,5,5.4,5.8,4.2,4.4,0.6,1,2.4,1.4,1.2,1,1.8,1,11.8,2.5
+18/11/2005,0,0,0,0,0,0,0.6,3.6,0.6,0,0,0,1.6,3.8,9.8,2.38
+19/11/2005,0,0,0.2,0,0.4,0,0,0,0,0,0,0,0,0,6.75,1.93
+20/11/2005,0,0.2,0,0,0.2,0,0,0,0,0,0,0,0.2,0.6,4.9,1.57
+21/11/2005,0,0,0.2,0.4,0,0,0.2,0,0.2,0.2,0,0,0,1.4,4.45,1.55
+22/11/2005,0,0,0.2,0,0,0,3.8,1,2.6,4.4,2,4,6,0.8,8.35,1.51
+23/11/2005,0.2,0,2.2,1,0.6,0.8,2.4,0.4,0,0,0,0,0.6,0,4.9,1.47
+24/11/2005,0,0.2,3.2,0.6,0.4,0.2,0.2,0,0,0,0.2,0,2.8,0,3.15,1.41
+25/11/2005,37.4,49.8,29,47.4,19.2,40.6,5.4,0.6,0,0,0,0,4.6,0,3.05,1.62
+26/11/2005,34.8,31,37.6,47.4,38,45.2,55.8,71.8,44.6,46.4,27.2,36,77.4,36.6,9.5,5.34
+27/11/2005,10.4,7.8,13.6,7.6,12.4,9.2,32.2,50.4,21.4,26.2,33.8,33.4,60.2,97.2,7.05,5.66
+28/11/2005,16.8,18.2,12.4,13,9.2,7.2,6.2,5,14,10,8.8,9.2,12.2,1.8,6.55,3.76
+29/11/2005,16.4,15.8,14.2,23.6,14.2,26,9.2,4.2,0.2,7.8,0,3.4,1.8,1.2,6.7,3.05
+30/11/2005,6.6,5,2.8,5,4.2,4.4,16.6,40.2,11.2,7.4,20.6,21.8,14.8,24.6,6.55,3.82
+01/12/2005,0,0.2,0,0,0,0,4.4,12.4,3.4,6.2,8.6,3.6,5.6,7.2,5.75,3.31
+02/12/2005,0.4,0.4,0.4,1,0.4,1,0.2,0,0.2,0.2,0,0.2,0,1.2,6.95,2.87
+03/12/2005,8.4,11.2,13,16.4,20.2,24.8,31.6,58.6,37.6,14.8,15.4,9,27.8,74.4,12.25,4.1
+04/12/2005,5,4.4,4.8,7.6,8.6,7.4,3.2,12.6,1.8,7.6,1.2,12.8,5.4,3.6,12.4,3.79
+05/12/2005,37,28.8,25.6,24,24,25.4,12,18.2,11.2,7,1.2,6.4,10.6,27.6,11.65,3.63
+06/12/2005,10.4,9.6,5.2,9.6,7,6.4,10.2,25.4,12.2,11.2,28.6,14.4,14,12.8,9.15,4.26
+07/12/2005,0,0.2,1,1,1.2,0.2,8.8,5.2,8.4,4.2,5.2,2.6,10.6,2.8,8.85,3.59
+08/12/2005,12,8,8.4,11,9.4,8.4,0,6.2,0.2,0,0,0,0,7.8,3.65,2.9
+09/12/2005,7.2,5.2,15.8,9.6,5.8,6.4,7.4,3.2,10.6,14.8,19.8,13,8.2,2,7.65,3.27
+10/12/2005,0,0,0,0,0,0,9.8,7.4,2,1.2,2,6,8.8,0,7.9,3.36
+11/12/2005,0,0,0.2,0,0,0,0,0,0,0,0,0,0,0,6.55,2.69
+12/12/2005,17.8,10.8,7.2,9.2,7.6,6.2,3.6,1.4,3.8,4,3.8,2,4.6,0,5.75,2.61
+13/12/2005,1.8,0,0,0,0.2,0,4.4,7.4,4.8,3.6,3.8,5.8,2.8,0,6.9,2.51
+14/12/2005,0,0,0,0.4,0.2,0,0.2,9.8,0,0,0,0,0,9,9.2,2.44
+15/12/2005,0,0,0,0,0,0,1.4,1,0.4,0,0,0,0.8,0.2,5.15,2.39
+16/12/2005,0,0,0,0,0,0,0,6,0,0,0,0,0,0,5.45,2.09
+17/12/2005,2,2.4,3.8,2.4,4.4,0,0,0.6,0,0.2,0,0.2,0,20.6,7.95,1.9
+18/12/2005,1.6,0,1.6,1.2,0.2,2,0.8,0,4,2.6,4.6,1.8,1.4,8,3.9,1.69
+19/12/2005,0,0,0,0,0,0,3,2.6,0,0,0,0,1.2,6.6,-0.35,1.77
+20/12/2005,0,0,0,0,0,0,0,0.6,0,0,0,0,0,0,6.15,1.84
+21/12/2005,0,0,0,0,0,0,0,0.6,0,0,0,0,0,4.4,6.65,1.69
+22/12/2005,0,0,0,0,0.2,0,0,0,0,0,0.2,0,0,1.6,3.3,1.58
+23/12/2005,0.2,0,0.2,0,0,0,0,0,0.2,0.2,0.2,0,0.2,0,5.75,1.62
+24/12/2005,0.2,0,0.2,0,0.6,0,0.2,0,0.2,0,0.2,0,0,0,2.65,1.6
+25/12/2005,21,14.8,13.2,14,13.4,12.4,1.2,2.2,0.2,0.4,1.6,0.6,0.2,2.2,6.5,1.51
+26/12/2005,7.8,8.4,7.2,9.8,5,6,10.2,14.4,5.4,6.2,7.4,3,6,13.2,8.4,1.65
+27/12/2005,7.6,3.8,3.8,7.6,6.8,6.4,5.4,5.8,4.4,2.4,4.8,1.4,7.4,3.6,6.9,2.17
+28/12/2005,0.2,0,0,0.2,0.2,0,0.6,3,0.4,0,2,1,1.4,3.2,4.2,2.26
+29/12/2005,3.2,3.4,3.6,0.6,3.6,0,0,0,0,0.2,1,0,0,0,1.35,1.98
+30/12/2005,1.6,0.6,1.4,1.6,0,2,3.2,0,8.4,1,1,1,2.8,0,-1.15,1.78
+31/12/2005,20.2,16.8,14.2,20,13,20,0.4,0,0.4,1.2,0,0,0,0,1.8,1.72
+01/01/2006,18.6,12.8,17.4,18.2,19.4,18,18,30.6,9,7.4,65.4,15.6,14.8,29.4,5.95,3.68
+02/01/2006,0,0.2,0.4,1.6,0.4,1,13.6,21.8,18.6,20.8,27.6,18.4,14,17.2,7.9,4.31
+03/01/2006,0,0,0,0,0,0,0.4,0,1,2.6,2.2,1.8,2.2,2.6,8.9,2.97
+04/01/2006,0,0,0,0,0,0,0,0.6,0,0.2,0,0,0,0,7.2,2.59
+05/01/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5.25,2.29
+06/01/2006,0,0,0,0,0.2,0,0,0,0,0,0,0,0,0,5.3,2.35
+07/01/2006,0,0,0,0,0,0,0.2,0,0,0,0.2,0,0,3.2,5.75,2.12
+08/01/2006,0,0,0,0,0,0,0,0.6,0.2,0.2,0.2,0,0,1,1.6,1.7
+09/01/2006,0,0,0,0,0,0,0,0,0,0,0.2,0,0,0,5.35,1.73
+10/01/2006,0,0,0,0.2,0,0,0,0,0.2,0.2,0,0,0,0,3.65,1.74
+11/01/2006,0,0,0,0,0,0,0.2,0,0,0,0,0,0.2,0.4,5.6,1.59
+12/01/2006,0,0,0,0,0,0,0,0,0.2,0,0,0,0,2.2,4.45,1.64
+13/01/2006,0,0,0,0,0,0,0,0,0,0,0.2,0,0,0.2,4.65,1.67
+14/01/2006,0,0,0,0,0.2,0,0,0,0,0,0,0,0,0,4.1,1.58
+15/01/2006,0,0,0,0,0,0,0,0,0.2,0,0,0,0,0,3.15,1.38
+16/01/2006,0,0,0,0,0,0,0,0,0,0.2,0.2,0,0,0,2.7,1.63
+17/01/2006,52.4,37.4,33.4,40.2,41.8,44,0.2,2,1.2,1.2,0.8,0.6,0,0,5.3,1.68
+18/01/2006,43,21,16.4,30.4,23.8,26.4,15.2,18.8,4.2,4.8,2.4,4.4,13.2,17.2,8.3,2.75
+19/01/2006,0.2,0,0,0.2,0,0,4,9.6,3.2,0.4,0.4,0,1.6,7.2,8.65,2.35
+20/01/2006,0,0.2,0.2,0,0.2,0.2,0.2,0.2,0,0.2,0,0.2,0.2,0,6.9,2.06
+21/01/2006,1.2,0.6,1.2,2,0.4,0.8,0,0,0.2,0,0,0,0,0,6.6,1.89
+22/01/2006,0,0.2,0,0,0,0,0.4,0.2,0.4,0.8,0.2,0,0.2,1,7.75,1.74
+23/01/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,1.63
+24/01/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,1.64
+25/01/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,1.6
+26/01/2006,0,2.2,1,0,1,2,0,0,0,0,0,0,0,0,1.9,1.63
+27/01/2006,9.6,7.4,5.4,21.6,5,15.6,0.4,0,0.4,0.8,0.6,0.2,0.2,0,7.05,1.64
+28/01/2006,0.6,0.4,0.2,0,0.2,0.6,5.2,8,1.2,2.4,0.2,0.6,5.4,2.4,10.2,1.66
+29/01/2006,1.6,0.8,0.2,1,1,1,0.2,0.6,0.2,0,0,0,0.2,8.6,9.1,1.52
+30/01/2006,0.2,0,0.2,0.2,0,0.2,0.2,0.6,4.6,1.4,0.6,1,0.2,2.6,11.9,1.5
+31/01/2006,0,0,0,0,0,0,0,0,0,0,0.2,0,0,0.6,12.9,1.51
+01/02/2006,0,0,0,0,0,0,0,0,0,0.2,0,0,0,0,12.95,1.51
+02/02/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.25,1.59
+03/02/2006,0,0,0,0,0,0,0,0,0.2,0,0,0,0,0,8.9,1.53
+04/02/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,10.75,1.49
+05/02/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5.55,1.32
+06/02/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4.1,1.49
+07/02/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3.35,1.51
+08/02/2006,4.8,2.6,2.8,3.8,3.8,3.6,0,0,0,0,0,0,0,0,4.3,1.36
+09/02/2006,0.2,0.2,0,0.2,0.2,0,4.2,8.2,3.8,1.4,1.6,2.2,4.4,0,8.2,1.45
+10/02/2006,0,0.2,0.2,0,0.2,0,0,0.4,0,0,0,0,0,5.2,6.15,1.57
+11/02/2006,0,0,0,0,0,0,0,0,0.2,0.2,0.2,0,0,0,4.4,1.34
+12/02/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4.85,1.24
+13/02/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5,1.28
+14/02/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4.75,1.27
+15/02/2006,8.4,5.2,5.2,13,5.6,12,1.4,3.2,2.4,1.4,0.6,1.8,0.6,0,8,1.35
+16/02/2006,25.6,14.4,10.8,23.8,11.6,26.8,5,10.2,0.8,1.2,2.8,0.8,5.4,8.6,11.45,1.49
+17/02/2006,0.8,0.4,0.6,1.8,0.8,1.4,8.6,17.8,4,3.4,1.6,1.2,9,12.8,13.15,2.18
+18/02/2006,0,0,1,2.2,0.2,2.2,0.6,1.2,0,0,0,0,0,1.4,11.55,1.94
+19/02/2006,0.4,0,1.6,3.2,1.6,2.8,0.2,0,0,0,0,0,2,1.8,11.85,1.78
+20/02/2006,22,17.8,19,22.2,20,23.6,10.6,22.4,10.8,9.6,8.2,4.6,15.4,10.4,10.75,2.15
+21/02/2006,10,9.2,10.8,15.8,9.6,12.4,8.6,9.2,3.2,4,13.4,12.2,8.2,11.6,8.7,2.33
+22/02/2006,6,5.4,8.4,11.8,6.8,10.6,6.2,8,3.6,5.4,4.8,3.6,8.2,7.4,9.3,2.3
+23/02/2006,0.2,0.2,0.4,0.4,0.2,0.2,0.4,5.8,2.2,1,1.2,0.2,0,4.6,8.05,2.26
+24/02/2006,3.6,2,3.6,2.6,1,3.8,1,0.2,0,0,1.6,0,0.2,9.6,7.8,2.23
+25/02/2006,1,0.4,0.4,0,1.4,0.2,1.8,0.6,2.2,5,4.6,1.4,4.4,0,7.55,2.11
+26/02/2006,0,0,0,0.2,0,0.2,2.8,5.8,0.2,0.4,1,0.4,0.6,1.2,8.9,1.85
+27/02/2006,0,0,0,0,0,0,0.4,1,0.6,1,0.4,2.6,0.4,5.8,7.35,1.97
+28/02/2006,0.4,1.4,0.4,0,1.8,0,0,0.4,0,0,0.2,0,0,0.2,8.15,1.81
+01/03/2006,6.6,0.2,1.6,0,5.2,0,2.2,0,4.2,8.8,9,9,3.4,4,6.9,1.75
+02/03/2006,1.2,1.8,2.6,1.4,1,2.8,6.4,3.8,1.2,1.6,0.6,1.6,4.4,0,7,1.82
+03/03/2006,26.2,27.6,15.2,13.8,20.4,28.4,10,2.6,6,3.4,10.8,3.4,7.2,0,8.15,2.06
+04/03/2006,0,0,0.2,1.4,0.2,3.8,1,19.2,0.6,0,0,0,0.2,41.8,14.2,2.01
+05/03/2006,30.6,34,20,29.8,25.8,41,0.2,0.4,0,0,0,0,5.6,6,11.75,2.64
+06/03/2006,0.8,0.6,0.4,0.4,0,0.4,24,43.4,12.4,10.4,13.6,11.4,36.4,38.4,7.3,3.49
+07/03/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,1.8,5.7,2.6
+08/03/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,5.85,2.41
+09/03/2006,4.2,3,3,1.8,3,3.2,2.6,3.8,1.6,4,3.6,3.2,2.2,0,9.75,2.14
+10/03/2006,15,18,18.6,25.6,15.6,22,3.6,3.2,0.2,0.6,1.8,0.6,1,10.2,11.6,1.98
+11/03/2006,1.8,0.2,0.4,0.8,0.2,0.6,16.8,8.8,0,0.6,2.8,2.2,13.8,4.8,8.7,2.05
+12/03/2006,0,0,1,0.2,0.2,0.2,3.2,0,0,0,3.2,0,1.6,2,6.4,1.78
+13/03/2006,0,0,0,0,0,0,1.4,0,0.2,0,0.2,0,0.8,7.6,7.55,2.04
+14/03/2006,0,0,0,0,0,0,3,3.6,0,0,0,0,2.4,3.2,7.4,1.89
+15/03/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,16.4,8.95,1.83
+16/03/2006,2.4,2.2,2.8,3.8,2.6,4.4,4.8,0.2,3.4,6.8,9.2,7.2,5.2,0.4,8.2,1.75
+17/03/2006,0,0,0.2,0,0,0,1.6,4.8,0.8,3.8,5.8,2.8,5,3.6,8.25,1.68
+18/03/2006,0,0,0,0,0.2,0,0,0,0.2,0,0.2,0,0,3.6,9.05,1.82
+19/03/2006,0,0,0,0,0,0,0,0,0,0,0.8,0,0.2,0,9.25,1.79
+20/03/2006,2,1.2,1.2,1,1.6,0.8,0.2,0.6,0,0.6,3.4,0.2,0.4,0,9.7,1.82
+21/03/2006,16.6,14.8,10.2,19.4,8.6,25,5,6.4,2.8,1.6,4.2,2.2,2.6,10,12,1.83
+22/03/2006,10.6,9.4,10.8,6.6,10.6,5.2,3.2,3.8,1.2,1.4,2,0.4,2.2,4.2,11.75,1.86
+23/03/2006,0.6,0,0,0,0,0,10.6,16.2,7.2,5,6.4,7.2,8.2,15.2,12.15,2.02
+24/03/2006,3.4,2.4,2.4,4,2.2,4,0,0.2,0.2,0,0.2,0,0,2,9.45,2.06
+25/03/2006,0,0,0,0,0.2,0,1.4,3.2,1.6,2.4,6.2,2,1.4,1.4,12.95,2.07
+26/03/2006,0,0,0,0,0,0,0,0.2,0,0,0.4,0,0,0.2,12.75,1.67
+27/03/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14.2,1.75
+28/03/2006,1.4,0.2,1,1.6,0,1.6,0,0,0,0,0.2,0,0,0,12.55,1.92
+29/03/2006,0,0,0,0,0,0,0,0.2,0,0,0,0,0,0,14.45,1.76
+30/03/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14.2,1.62
+31/03/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14.45,1.86
+01/04/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14.45,1.72
+02/04/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18.2,1.42
+03/04/2006,2,0.4,2.8,8.8,0,0.2,0,0.4,0,0,0,0,1.2,0,15.8,1.59
+04/04/2006,0.2,0,0,0,0.2,0,0,0.2,1.8,0,0,0,0,1.4,14.7,1.57
+05/04/2006,1.8,1.4,2.4,5,1.4,4.4,0,0,0,0,0,0,0,0,13.35,1.58
+06/04/2006,2.4,0.6,1,6.8,1.8,5.8,0,1,0.6,2.6,1.8,0.4,0.8,1.4,14.5,1.63
+07/04/2006,0,0,0,0,0,0,5.2,6,1.6,3,6,1.2,6.4,6.2,12.4,1.61
+08/04/2006,0,0,0,0,0,0,0,0,0,0,0.2,0,0,0,11.9,1.32
+09/04/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14.4,1.26
+10/04/2006,2.4,0.6,0.2,2.4,0.2,0.8,0,0,0,0,0,0,0,0,17.2,1.5
+11/04/2006,4.6,1.2,1.4,2.6,2.2,3,0,0.2,0,2.8,2,0,0,0,12.5,1.54
+12/04/2006,0.4,0.2,0.8,0.6,0.2,0.4,0,0.8,0,0,0,0,0,0.8,11.25,1.3
+13/04/2006,0,0,0,0,0.2,0,0,0,0.6,0,0,0,0,0,12.9,1.47
+14/04/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,13.75,1.51
+15/04/2006,1.4,0,0.2,0.6,0.6,1.2,0,0,0,0,0,0,0,0,15.9,1.31
+16/04/2006,0.8,0.4,0.6,0.2,0.4,0.2,0,0.4,0,1.4,5.8,1.8,0,0,16.2,1.23
+17/04/2006,0.2,0.2,0,0.2,0,0,0.4,2.2,0.2,0,0,0,0,1.2,16.4,1.31
+18/04/2006,2.4,0.2,1.2,3,0.8,1.4,0,0.4,0,0.6,4.8,25.2,0.2,2.4,15.45,1.46
+19/04/2006,0,0,0.2,0,0,0.2,5.4,6,0,1.4,4.6,4,9,43.2,16.9,1.55
+20/04/2006,3.6,0,0,0.6,2,0,0,0,0,0,0,0,0,0.2,16.4,1.56
+21/04/2006,0.2,0,1.6,8,5.4,1.2,1.8,15.2,15.6,2.6,7.2,1,2.8,0,17.2,1.52
+22/04/2006,0,0,0,0,0.2,0.2,0,2.2,0,0.2,5.2,0,0,0,18.15,1.34
+23/04/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17.05,1.2
+24/04/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18.55,1.19
+25/04/2006,2.2,2.6,2,3.6,0,0,0,0,0,0,0,0,0,0,19.75,1.19
+26/04/2006,2.4,0.2,0.6,6.4,2,4,9.2,0.4,1.2,0,0,0,13.8,13.6,18.85,1.4
+27/04/2006,0.6,0.2,1,0.6,1.6,0.6,2,3.6,1.6,5.2,8.8,0.4,5.4,0.8,16.25,1.53
+28/04/2006,0.8,1.8,0.8,2.2,0.8,1.6,2.2,4,1,0.6,0.2,0,2.6,15.8,16.8,1.51
+29/04/2006,4,5.6,13,15,8.2,14.6,0,0,2.8,1.2,3.2,3,0,2.4,17.45,1.38
+30/04/2006,0.2,0.2,0,0.2,0.2,0.2,15.2,18.6,14.2,6.4,19.4,5.4,3.2,8.2,15.2,1.43
+01/05/2006,0.4,0.4,0,0,0.6,0,0.8,2.4,0,1,23,4,1.2,2.2,16.85,1.54
+02/05/2006,0.2,0,0,1.4,0,0,0,0,0,0,0,0,0,0,18.55,1.7
+03/05/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0.6,18.3,1.6
+04/05/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18.15,1.49
+05/05/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19.2,1.57
+06/05/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18.6,1.34
+07/05/2006,1.4,0,0,0,0,0,0,0,0,0,0,0,0,0,18.3,1.15
+08/05/2006,0,0,0,0,0,0,0,11.8,0,0,0,0,0,2.2,17.2,1.24
+09/05/2006,56,54.6,45,30.8,42,24,9.6,16.6,8.8,14.2,2.6,15.6,19.6,16,15.45,1.63
+10/05/2006,0,0,0,0,0,0,0.2,1.6,5,0.2,2,0,0.8,0.8,16.2,1.55
+11/05/2006,0.4,0,0,0,0,0,0,0.6,0.4,1,15,1.2,0,0,17.65,1.53
+12/05/2006,0,0,0,0,0,0,0,0,0,1.4,3.4,1,0,0,18.35,1.49
+13/05/2006,2.6,0.2,2.4,2,1,0.6,0,0,0,0,0,0,0,0,18.2,1.28
+14/05/2006,6.2,3.4,5,5.4,4.4,4.6,2.8,5.8,2.2,1,0.4,0.2,3,6,18.65,1.21
+15/05/2006,0.2,0,0,0,0.2,0.2,2.8,1.4,0,0,5.8,0,1.4,2.4,19.7,1.28
+16/05/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19.7,1.35
+17/05/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20.5,1.36
+18/05/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,21.1,1.34
+19/05/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,22,1.35
+20/05/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18.8,1.22
+21/05/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,21.35,1.13
+22/05/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23.05,1.13
+23/05/2006,3.6,1.4,2.6,6.2,2.4,6.6,0,0,0,0,0,0,0,0,20.9,1.12
+24/05/2006,9.8,6.6,10,8.6,10,7.2,9.2,16.6,8.6,5.4,0.4,3.2,5.4,10.2,19.65,1.16
+25/05/2006,0,0,0,0.2,0,0,0.8,0.2,0,0.6,1.4,1.4,1,0.8,19.15,1.14
+26/05/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20.15,1.12
+27/05/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,21,1.11
+28/05/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,21.85,1.1
+29/05/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20.75,1.11
+30/05/2006,23.4,23.2,25.6,19.8,29,17.6,0,0,0,0,0,0,0,0.2,14.05,1.14
+31/05/2006,0.8,0.2,0,0.2,0.4,0,11.4,20.8,7.2,1.2,0.2,3,16.2,27.2,14.15,1.17
+01/06/2006,5.2,1.6,9,2.8,2.2,15,1.6,2.6,1,7.4,17.6,10.8,3.2,3,16.1,1.26
+02/06/2006,0,0,1.4,0.6,0,0.4,11,6.8,2.2,0,0,0,4.2,25.4,14.65,1.31
+03/06/2006,1,0,0.8,0.2,0,0,9.2,5.8,0,0,0,0.2,1.4,12.4,16.3,1.22
+04/06/2006,0,0,0,0,0,0,0.4,0,0,0,0,0,0.2,0.6,18.65,1.12
+05/06/2006,0.8,1.4,3,2.6,0.8,2.4,0,1.2,0,0,2.8,5,0,0,19.25,1.15
+06/06/2006,6.8,0,27,5.4,10.4,6,7.4,19.8,0.6,0.4,3.6,0,5,2.4,18.8,1.22
+07/06/2006,0,0,0,0,0,0,1.6,1.6,0,12.6,1.8,2.2,1.8,8.4,18.05,1.24
+08/06/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17.85,1.2
+09/06/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18.05,1.19
+10/06/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18.65,1.19
+11/06/2006,1.8,0.2,0.8,1.2,3.4,1,0,0,0.2,0,0,0,0,0,19.95,1.09
+12/06/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19.6,1.11
+13/06/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,22.15,1.15
+14/06/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,21.9,1.1
+15/06/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,22.7,1.08
+16/06/2006,0,0,0,0,0,0,0,0,0.2,0,0,0,0,0,22.6,1.06
+17/06/2006,0,0,0,0,0,0.4,0,0,0,0,0,0,0,0,24.2,1.05
+18/06/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.1,1.04
+19/06/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25.95,1.04
+20/06/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,28.5,1.04
+21/06/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.85,1.04
+22/06/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.7,1.04
+23/06/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25.85,1.03
+24/06/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,28.95,1.02
+25/06/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,30.15,1.03
+26/06/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,29.1,1.02
+27/06/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,28.6,1.01
+28/06/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,30.4,1.01
+29/06/2006,0,0,0,0.2,0,0.6,0,0,0,0,0,0,0,0,30.65,1.01
+30/06/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,28.8,1.01
+01/07/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,28.75,1.01
+02/07/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,28.3,1.01
+03/07/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,27.4,1.01
+04/07/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,27.75,1.02
+05/07/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,27.4,1.02
+06/07/2006,0,0,0,0.8,0.2,0.4,0,0,0,0,0,0,0,0,27.4,1.03
+07/07/2006,13,12.6,9.4,10.4,8.8,9.4,7.2,10,22.8,5.6,20.8,15,26.8,10.8,23.9,1.12
+08/07/2006,0,0,0,0,0,0,4.2,5,17.8,5.6,11.4,1.4,9.8,11,24.1,1.12
+09/07/2006,0,0,0,0,0,0,0,0,0,10.4,0,0,0,0,26.55,1.12
+10/07/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,27.05,1.14
+11/07/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,28.1,1.06
+12/07/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,28.45,1.02
+13/07/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,27.9,1.02
+14/07/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,27.2,1.02
+15/07/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,28.25,1.02
+16/07/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,27.3,1.01
+17/07/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25.55,1.01
+18/07/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.25,1.01
+19/07/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,27.7,1.02
+20/07/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,29.15,1.02
+21/07/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,28.95,1.02
+22/07/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,29.75,1.03
+23/07/2006,0,0,0,3.8,0,1.2,0,0,0,0,0,0,0,0,30.95,1.05
+24/07/2006,12,0,0,26.2,0,4.8,0,4.6,3.2,0,0,0,0,0,30.5,1.09
+25/07/2006,1.2,3.4,0,1.6,1.6,2.4,0,2.4,0,0,0,0,5.8,0,29.2,1.05
+26/07/2006,0,0,0,2.4,0,6,31.6,16.4,0,0,0,0.4,9.4,1.2,29.85,1.05
+27/07/2006,0,0,0.4,0.6,0,0.4,0.2,9.4,0.4,0,0.2,5.8,0,0,28.8,1.05
+28/07/2006,0,0,0,0,0,0,9.8,0,0,37.2,11.2,2.2,0.2,4.6,28.55,1.12
+29/07/2006,0,0,0.4,0.2,0,0,0,0,0,0,0,0,0,0,26.9,1.06
+30/07/2006,0,0,0,0,0,0,0,0.2,0,0.2,3,0.2,0,0,27.85,1.05
+31/07/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,29.05,1.05
+01/08/2006,0,0,0,0,0,0,0,0,0,0,0.4,0,0,0,28.8,1.05
+02/08/2006,0,0,0.8,3.6,0,17,0,0,0,0.2,11.8,0,0,0,27.7,1.04
+03/08/2006,1,2.6,4,1.6,0.6,0.6,0,0,0,0,0,0,0,0,24.6,1.04
+04/08/2006,0,0,0,0,0,0,0.6,8.6,0.2,0,4.8,8.2,0,5,23.5,1.02
+05/08/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,22.7,1.07
+06/08/2006,0,0,0,0.2,0,0,0,0,0,0,0,0.8,0,0,23.35,1.08
+07/08/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24.35,1.03
+08/08/2006,0.2,0,0.2,0,0,0,0,0,0,1.4,0,0,0,0,25.05,1.04
+09/08/2006,0.4,0.6,2.4,0,2.4,0,2.4,19.6,0,1.2,1,3,12.6,4.6,23.3,1.06
+10/08/2006,1.8,0,0,0,0,0,0.6,0.8,0,0,4.8,0,0.4,2,24.2,1.03
+11/08/2006,0.4,0.4,0.8,1.6,0,1.6,0,0,0,0,0.2,1.2,0,0,22.25,1.1
+12/08/2006,25.2,20.4,34.8,108.6,26.8,95,16,13.2,11.4,1.2,11.8,1.8,4.6,19.6,19.85,1.16
+13/08/2006,0.2,0,0.2,0,0.4,0,20.8,25.4,20.4,6,4.2,4.4,16,13.4,20.4,1.13
+14/08/2006,16,11,12.2,9.6,8.6,10.2,0,0.4,0,0.6,0,0,0.2,0,21.55,1.06
+15/08/2006,0,0,0,0,0,0,1.2,0.6,0,0.2,0,0.2,0,0,21.45,1.04
+16/08/2006,0,0,0,0,0,0,0,0,0,0.4,0,0,0,0.2,24.2,1.04
+17/08/2006,0,0,2.8,0.4,2.6,0.2,0,0,0,0,0,0,0,0,27.3,1.05
+18/08/2006,0,0,0,0.4,0.2,0.2,2,1,0.8,0.8,0.8,0,0.8,1.4,26,1.06
+19/08/2006,0.4,0.2,1.6,0.4,1.4,0.2,0,0,0,0,0,0,0.2,0.2,26.05,1.05
+20/08/2006,0.6,0,0,0,0.2,0,0.2,0,0,0,0,0,0,0.2,24.8,1.06
+21/08/2006,0.2,0,0,0,0,0,0.4,0.4,2.6,2.2,1.4,1,2.4,1.4,25.55,1.04
+22/08/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25.35,1.06
+23/08/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23.5,1.11
+24/08/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,22.95,1.04
+25/08/2006,0,0.6,0.6,0,0.2,0.2,0,0,0,0,0.2,0,0,0,23.45,1.03
+26/08/2006,0,0,0,0,0,0,0,0,0,0.2,0,0,0,0,23.35,1.03
+27/08/2006,6.2,2.8,4.2,6.6,4.2,8.2,6.6,2.2,9.4,5.2,16,4.2,3.4,6.6,22.4,1.06
+28/08/2006,0,0,0,0,0.2,0,0,0.2,0,0,0.2,0.2,0.4,0,21.7,1.08
+29/08/2006,0.8,0,1.2,0.8,0,0.4,0.2,2.8,2,0,0,0,0.2,2.2,23.8,1.07
+30/08/2006,11.6,3.8,5.2,2.8,10.2,3,11.4,18,5.4,3.2,10,8,11.6,22.2,20.85,1.11
+31/08/2006,0,0,0,0,0,0,0,0,0,0,0,0,0.2,0,20.75,1.1
+01/09/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20.9,1.02
+02/09/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,21.5,1.01
+03/09/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,21.45,1.01
+04/09/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23.25,1.01
+05/09/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24.15,1.01
+06/09/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25.6,1.01
+07/09/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.55,1.02
+08/09/2006,0,0,2.4,5.4,1.4,2.8,0,0,0,0,0,0,0,0,25.6,1.03
+09/09/2006,0,0,0.2,0,0,0.2,0,0,0,0,0,0,12.2,2.8,24.85,1
+10/09/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23.15,1.01
+11/09/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23.15,1.01
+12/09/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23.9,1.03
+13/09/2006,0,0,0,0,0.2,0,0,0,0,0,1,0,0,0,24.9,1.04
+14/09/2006,17,9.4,7,20.8,9.2,18,0,0,0,0,0,0,0.4,0,21.4,1.06
+15/09/2006,23.2,14.2,21.8,37,23.4,27.8,29,42.4,32.2,37.4,69.8,24.2,23.4,35.2,24.3,1.21
+16/09/2006,33.6,26.4,53.8,59.4,26.4,62.4,0,0,0,0,0,0,0.2,0,20.85,1.14
+17/09/2006,11.8,2.6,23.4,8.2,6.4,2.4,63,114.4,52.2,75,61.4,62,47,103.6,18.9,2.56
+18/09/2006,0,0,0.6,0.2,0.2,0,9.2,21.8,16.8,8.2,6.8,12.8,13.2,25.8,21.7,2.14
+19/09/2006,0,0,0.2,0.4,0,0,0.2,2.2,0,0,0.2,0.8,0,0,21.7,1.72
+20/09/2006,0,0,0.2,0,0,0,8.4,1.6,0.2,0,0.2,0.4,0.6,1.4,23,1.36
+21/09/2006,0,0,0.2,0,0,0,1.8,0,0,0,0.2,0,0.2,0,23.5,1.25
+22/09/2006,0,0,0,0,0.2,0,0,0,0.2,0,0.2,0,0,0,22.35,1.18
+23/09/2006,0,0,0,0,0,0,0,0,0,0,0,0.2,0,0,21.4,1.1
+24/09/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,21.2,1.08
+25/09/2006,5.8,3.8,4.6,12.4,2.6,14.2,0,0,0,0,0,0,0,0,19.55,1.1
+26/09/2006,4.4,1,4,2.6,1.2,3.6,14.8,12.8,1.2,2.2,8,3,11,32.4,20.7,1.22
+27/09/2006,0,0,0,0,0,0,1,3.6,0.2,0.4,1.6,1.2,1.2,2.4,21.75,1.2
+28/09/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20.8,1.08
+29/09/2006,0,0,0,0,0,0,0,0,0,0,0.2,0,0,0,19.75,1.07
+30/09/2006,0,0,0,0,0,0,0,0,0,0,0,0.2,0,0,20.3,1.06
+01/10/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,22.3,1.08
+02/10/2006,0,0,0,0,0,0.2,0,0,0,0,0,0,0,0,23.1,1.08
+03/10/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23.85,1.09
+04/10/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20.8,1.07
+05/10/2006,0,0,0,0,0,0,0,0,0,0,0.6,1.8,0,0,19.7,1.04
+06/10/2006,0,0,0,0,0,0,0,1.6,1.8,0,0.2,0,3.4,0.2,18.7,1.03
+07/10/2006,12,7.6,8.6,10.6,8.2,8.8,0,0,0.2,0,0,0,0,0,14.25,1.07
+08/10/2006,0,0,0.2,0,0.2,0,10.4,17.2,11.2,7.6,4.6,6.8,6.8,8.6,18.5,1.1
+09/10/2006,0,0,0,0,0,0,0,0.2,0.2,0,0,0,0,0,18.1,1.06
+10/10/2006,0,0,0,0,0.2,0,0,0,0,0.2,0.2,0,0,0,17.6,1.05
+11/10/2006,0,0,0,0,0,0,0,0,0.2,0,0.2,0.2,0,0,18.65,1.04
+12/10/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18.75,1.04
+13/10/2006,0,0,0,0,0.2,0,0,0,0.2,0,0.4,0.2,0,0,18.55,1.05
+14/10/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18.85,1.04
+15/10/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18.3,1.03
+16/10/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,16.25,1.03
+17/10/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,15.25,1.03
+18/10/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14.55,1.04
+19/10/2006,14,8.4,7,11.2,9,12.6,0,0,0,0,0,0,0,0,16.05,1.06
+20/10/2006,11.8,15.8,14.8,15.6,15,14.4,18.2,16.4,18.6,25.2,29.4,25.2,22.4,30.8,16.95,1.26
+21/10/2006,4.4,3.2,4,4.8,4.8,4.2,0.4,0,0,0.6,7,0,1.6,8.4,16.3,1.26
+22/10/2006,0,0.2,0.2,0,0.2,0,12.6,16,23.8,27.8,25,39,18.8,15.6,19.05,1.67
+23/10/2006,0.6,0,0,1.2,0,1.6,0,0,0,0,0,0,0,0.2,19.4,1.36
+24/10/2006,0.2,0,0,0.2,0,0,0.2,0.2,0,0,0.2,0,0,0.4,21.45,1.34
+25/10/2006,0,0,0,0,0,0,0,0,0,0.2,0,0,0,0,19.9,1.31
+26/10/2006,0,0,0,0,0.2,0,0.2,0,0.2,0,0.2,0,0,0.2,19.65,1.13
+27/10/2006,0,0,0.2,0,0.2,0.2,0.2,0,0.2,0.2,0.2,0.2,0,0,20.75,1.09
+28/10/2006,0,0,0,0,0,0,0,0,0.2,0.2,0,0.2,0.2,0,18.35,1.09
+29/10/2006,0,0,0,0,0.2,0,0,0,0.2,0.2,0.4,0.2,0,0,18,1.08
+30/10/2006,0.2,0,0.2,0,0.2,0.2,0,0,0.2,0.2,0.2,0.2,0,0,18.2,1.11
+31/10/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,15.35,1.29
+01/11/2006,2.4,0.6,1.6,2.6,1.8,1.6,0.2,0.2,1.4,4.2,9.4,5.4,0,0,14.35,1.21
+02/11/2006,0,0,0.2,1,0,0.2,0.6,0,0,0.4,1.2,0.4,0,5,10.2,1.06
+03/11/2006,0,0,0,0,0,0,0.2,0.2,0,0,0,0.2,0,0.4,7.35,1.04
+04/11/2006,0,0,0,0,0,0,0,0,0,0,0.2,0,0,0,7.7,1.06
+05/11/2006,0,0,0,0,0,0,0,0,0.2,0,0,0,0,0,10.6,1.07
+06/11/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14.25,1.07
+07/11/2006,0.2,0,0.2,0,0,0,0,0,0,0.2,0.2,0.2,0.2,0,12.75,1.07
+08/11/2006,0,0,0,1.4,0.2,1.4,0,0.4,0.2,0,0.2,0.2,0,0,14.25,1.06
+09/11/2006,0.8,0,0.4,0,0,0,0,0,0,0,0,0,0,0.2,15.2,1.06
+10/11/2006,0,0,0,0,0,0,0.2,1,0.2,0.6,0,0.2,0.2,0.2,14.15,1.04
+11/11/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,9.1,1.03
+12/11/2006,1,0,0.6,0,0.6,0,0.6,0.8,0.4,0,0,0.2,0,1.2,14.2,1.14
+13/11/2006,0,0,0,0,0.2,0,0,0.2,0,0,0.4,0.2,0,0.2,13.95,1.14
+14/11/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,12.95,1.05
+15/11/2006,4.2,2.2,3.2,14.2,2.4,10,1.2,2.4,1.6,0,0,0,0.6,2.2,14.25,1.06
+16/11/2006,2.6,3.6,1.2,4.4,0.4,5.6,4.4,5.4,2.8,2.4,0,0.2,4.8,10.8,14.65,1.08
+17/11/2006,0,0.2,0,0,0,0,0,0,0,0,0,0,0.4,0.6,17.2,1.07
+18/11/2006,12.6,6.6,9,10.8,9.4,11.6,0,0,0,0,0.6,0.8,1,0.4,15.45,1.08
+19/11/2006,1,0.2,1,0.2,0.2,0,7.8,14.2,16,18.2,11,8.4,14,9.4,12.2,1.18
+20/11/2006,32.2,21.2,30.4,32.6,27.2,33.4,11.6,8.8,1.4,0.6,1,0.2,2.2,9.6,13.25,1.17
+21/11/2006,43.4,21.2,26.2,34.4,32.6,28.4,4.4,5.4,11.2,1.8,0.6,1.4,5.4,4.4,11.9,1.29
+22/11/2006,19,15.4,21,17.6,13.6,17.8,28.2,36.4,27.4,18.2,16.4,19.6,26,41.4,10.35,2.14
+23/11/2006,0.2,0,0,0,0.2,0.2,0.8,2.2,0.6,2.6,2.4,3.2,3.6,4.8,10.2,2.09
+24/11/2006,1,0.2,1.2,1.6,0.2,1.8,0,0,0,0,0,0,0,0,13.7,1.79
+25/11/2006,0,0.2,0,0.4,0.2,0.4,0.8,0,0,0,0,0.2,0.2,3,16.85,1.36
+26/11/2006,0,0,0,0,0,0,0.2,0.4,0.2,0.2,0.2,0.2,0,0.4,15.85,1.19
+27/11/2006,0.2,0,0.2,0,0.4,0,0,0.4,0.2,0.4,0.4,0.2,0.2,0,12.55,1.32
+28/11/2006,0.2,0.2,0.2,0.2,0.2,0,0.2,0.4,0,0,0,0.2,0,0,11.8,1.25
+29/11/2006,0,0,0.2,0,0.2,0,0.2,0.6,0.2,0.2,0.4,0.2,0.2,0.4,10.5,1.16
+30/11/2006,0,0,0,0,0.2,0,0.2,0.6,0.2,0,0.2,0.2,0.2,0,10.6,1.13
+01/12/2006,0,0,0,0,0.2,0,0,0,0.2,0.4,0.2,0.2,0,0,11.25,1.16
+02/12/2006,0.2,0,0,0,0.2,0,0,0.2,0.2,0.2,0.2,0,0,0.2,8.4,1.22
+03/12/2006,0.2,0,0.2,2,0,2.2,0.2,0.2,0,0,0.2,0.2,0.2,0,11.75,1.13
+04/12/2006,16.2,7,12.8,16.8,8.8,13.2,0,0,0,0,0.2,0,0,0.4,13.35,1.14
+05/12/2006,0.4,0,0,0.6,0,0.6,3,6.6,1,0.6,0,0.4,1.6,6.4,16.6,1.14
+06/12/2006,5.4,2.2,1.4,7.6,2,17,0,0.2,0,0.2,0,0,0,0,15.3,1.21
+07/12/2006,5.8,6,7,10.6,7.6,12.8,5.2,1.8,0.4,0.2,0.4,1,1,4.8,16.15,1.23
+08/12/2006,0.2,0,2,0.4,2.8,0,0,0.2,0.2,0,0,0,0,0,14.15,1.27
+09/12/2006,54.6,38.2,41.6,70.6,50.4,83.6,28.6,51.8,44.6,41,30.6,31.4,36.6,39.4,12.5,2.33
+10/12/2006,0.6,0.2,0.2,0.2,1.2,0,13.4,31.4,11.6,2.8,4.2,4.2,4.4,17.4,11.2,2.41
+11/12/2006,0,0,0,0,0.2,0,0,0.4,0.2,0.2,0.4,0.2,0,0,8.8,1.95
+12/12/2006,0.2,0,0.2,0,0.4,0,0.2,0,0.2,0,0,0,0.2,0,7.45,1.72
+13/12/2006,0,0,0,0,0,0,0,0.2,0,0.2,0.4,0.2,0,0,9.15,1.51
+14/12/2006,0,0,0,0,0,0,0,0,0.2,0,0,0,0,0,9.75,1.34
+15/12/2006,0,0,0,0,0,0,0,0,0.2,0,0,0.2,0,0,9.35,1.4
+16/12/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,0,9.45,1.39
+17/12/2006,0,0,0,2,0.2,2.6,3.6,2.2,2.2,3.6,5.4,4.8,4.2,4.6,11.35,1.33
+18/12/2006,0.4,0,0.4,0.4,2.2,0,1,1.4,2.2,2.4,4.2,0.6,3.8,2.4,12.1,1.29
+19/12/2006,0.2,0,0.6,1,0,1.8,0.8,0.2,0.4,1.4,8.2,0.2,0,6.2,9.25,1.31
+20/12/2006,0,0,0.2,0,0,0,0.4,0.2,0,0,0,0,0,0,7.65,1.22
+21/12/2006,0.4,0.2,3,3.2,1.2,3,0,0.2,0,0,0,0,0,0,7.85,1.25
+22/12/2006,0,0,0,0,0,0,5.6,0,0,0,0,0,3.2,0,8.95,1.27
+23/12/2006,0,0,0,0,0,0,0,3.6,0,0,0,0,0,0,7.05,1.26
+24/12/2006,0,0,0,0,0,0,0,0,0,0,0,0,0,3.4,7.75,1.15
+25/12/2006,0,0,0,0,0,0,0,0,0,0.2,0,0,0,8.4,12.65,1.13
+26/12/2006,0,0,0,0,0,0,0,0,0.2,0,0,0,0,18,8.75,1.12
+27/12/2006,0,0,0,0,0.2,0,0,0,0,0,0,0,0,1,6.6,1.19
+28/12/2006,0,0,0,0,0,0,0,0,0,0.2,0.4,0,0,0,4.55,1.17
+29/12/2006,0,0,0,0,0,0,0,0,0.2,0,0.6,0.2,0,0,8.55,1.24
+30/12/2006,5,2.2,2.6,3.4,2,2.8,0,0,0,0,0,0,0,0,8.55,1.25
+31/12/2006,5.6,2.2,1.6,2.4,2,1.8,0.8,5.2,0.8,0,0,0,0,3,13.05,1.15
+01/01/2007,16.6,5,8.4,25.6,8.2,18.6,4.4,9.8,1.6,0.6,0,0.6,0.4,7.8,13.65,1.16
+02/01/2007,5,2.6,2.6,5,1,5,18.4,18.6,0,0,0,0,4,13.2,10.65,1.31
+03/01/2007,0,0,0,0,0,0,6,0,0,0,0,0,1.8,10.2,7.75,1.33
+04/01/2007,0.4,0,0,0.8,0.2,0.8,0,0,0,0,0,0,0,1.8,4.2,1.53
+05/01/2007,0,0,0,0,0.2,0,0.4,0.6,0.2,0,0,0,0,0.4,10.05,1.5
+06/01/2007,0,0,0,0,0.2,0,0,0,0,0,0,0,0,0,8.05,1.33
+07/01/2007,2.6,1,1.6,2.6,1,1.8,0,0,0,0,0.2,0.2,0.2,0,9.4,1.16
+08/01/2007,28,8.6,9,10.8,16.2,11,5,4.4,2.8,0.8,0,0.6,1.8,8.2,12.05,1.21
+09/01/2007,1.8,0,0.6,0.4,0.8,0.2,10,12.4,7.8,3,4.2,6,2.8,10,12.25,1.37
+10/01/2007,0.2,0,0.2,0.6,0,0.2,0,0.4,0.2,0.2,0.4,0,0.2,0.2,9.95,1.34
+11/01/2007,0,0,0,0.2,0,0.2,0.2,0.4,0.6,0.2,0.2,0,0.2,0,12.7,1.33
+12/01/2007,0,0,0,0,0,0,0.2,0.2,0,1.2,0,1.8,0,0.2,13.85,1.47
+13/01/2007,0.4,0,0.2,0.4,0.2,0,0,0,0.4,0.2,0.4,0.2,0,0,9.7,1.35
+14/01/2007,0,0,0,0,0,0,0,0,0,0.2,0.4,0.2,0.4,0,9.8,1.19
+15/01/2007,0,0,0,0,0.2,0,0,0,0.2,0,0,0,0,0,11.55,1.16
+16/01/2007,0,0,0,1.6,0,1.2,0,0,0.2,0,0,0.2,0,0,8.6,1.26
+17/01/2007,0,0,0,2.4,0,2.2,0,0.2,0,0,0,0,0,0,,1.24
+18/01/2007,2,0.2,0.8,2.6,0.2,1.4,0.8,1.8,1.8,0.4,0.2,0,0.6,1,12.95,1.24
+19/01/2007,0,0,0,0.2,0,0,0,2,0,0,0,0,0,1.2,14.3,1.25
+20/01/2007,0.2,0,0,0.2,0,0,0,0.4,0,0,0.2,0,0,0.6,12.5,1.26
+21/01/2007,0.2,0,0.2,0.4,0.2,0,0.4,1.2,0.2,0,0,0,0,0.4,15.8,1.14
+22/01/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0.2,14.5,1.13
+23/01/2007,16.6,15.2,10.2,15.6,9.6,17,0,0,0,0,0.4,0,0,0,13.1,1.32
+24/01/2007,17,17.6,11,27.4,13.2,25.2,21,24.4,16.6,7.8,10.4,5.8,11.4,4.6,6.9,1.51
+25/01/2007,8,9.6,7,12,5.8,12.4,7.2,0,6.4,6,7.8,9,6.4,0,6.25,1.56
+26/01/2007,0.2,0.2,0.2,0,0,0,2,4,2.4,0.4,0,0.8,1.4,0.4,4.8,1.54
+27/01/2007,0,0,0,0,0,0,0.6,3,0,0,3.4,0.4,0,0.6,5.15,1.45
+28/01/2007,0.2,0,0.2,0,0.2,0.2,0.2,7.4,0,0.2,0.2,0.2,0,13.4,6.35,1.3
+29/01/2007,0,0,0,0,0,0,0,19.4,0.4,0,0.2,0,0.2,10,8.6,1.34
+30/01/2007,0.2,0.2,0.2,0,0.2,0,0,0.2,0,0,0,0,0,5.4,8.1,1.38
+31/01/2007,0,0,0,0,0.2,0,0.2,0.8,0.2,0.4,0.4,0.2,0,0.2,7.8,1.38
+01/02/2007,0,0,0,0,0,0,0.2,0,0,0,0.2,0,0.2,0,10.9,1.35
+02/02/2007,0,0,0,0,0.2,0,0,0,0,0,0.2,0,0,0,11.15,1.35
+03/02/2007,0,0,0,0,0,0,0,0,0,0,0,0.2,0,0,7.95,1.25
+04/02/2007,0,0,0,0,0,0,0,0,0.2,0,0,0,0,0,8.95,1.15
+05/02/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,6.8,1.25
+06/02/2007,8.6,6,2.6,11.6,3,16,0,0,0.2,0,0,0,0,0,11.2,1.37
+07/02/2007,28.6,12,14.2,26,18.2,26.2,6,11.4,4.6,1.8,1.8,0.6,1,6.4,10.55,1.44
+08/02/2007,19,10.6,9,17,15.4,14.2,10.6,26.6,13.4,9.2,9,10.6,10.2,11.2,12.1,1.81
+09/02/2007,15.4,9.2,8.8,9.4,9.6,9.6,25.8,24.4,21.4,25.6,18,16.4,29.8,30.2,12,2.57
+10/02/2007,0,0,0,0,0,0,0,0.6,0.2,0,2.6,0,0.2,3.4,11.05,2.38
+11/02/2007,0,0,0,0,0,0,0.2,0.2,0,0,0,0,0.8,4.2,10.35,1.97
+12/02/2007,38.6,33.6,29,44.4,25.4,51.8,0,1.4,0,0,0,0,0,0,12.55,1.86
+13/02/2007,0.6,0.4,0.6,0.4,0.8,0.2,35.2,45.4,17,11.6,16.6,15.8,25.6,0,12.7,3.07
+14/02/2007,0,0,0,0,0,0,0,0,0,0,0,0,0.2,0.2,11.9,2.52
+15/02/2007,15.6,10.6,7.2,9.6,5.4,5.2,5.2,0.8,1.8,5,8.8,4.8,2,5,11.05,2.17
+16/02/2007,0.2,0.2,0,0,0.2,0,0.8,1.8,0.4,0.4,2.4,1.6,0.6,2,11.3,1.89
+17/02/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,9.35,1.66
+18/02/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,9.1,1.6
+19/02/2007,0,0,0,0,0,0,0,0,0,0,1,0,0,0.2,10.5,1.55
+20/02/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,2.4,12.35,1.5
+21/02/2007,2.2,1.2,4.6,1.8,4.8,1.8,0.2,0,0.2,0,0,0,0,0,11.15,1.5
+22/02/2007,0.2,0.4,0.2,0.2,0,0,1.6,3.2,4.2,6.8,5.4,6.6,1.8,1.8,11.6,1.69
+23/02/2007,0,0,0.2,0,0.2,0,0,0.4,0.2,0.2,0.4,0.2,0,0.6,11.2,1.4
+24/02/2007,9.8,4.6,4,1.2,4.2,1.8,0,0,0,0,0,0,0,0,12.9,1.45
+25/02/2007,41.8,25.4,22.6,36.6,23.2,38,1.2,4,1.4,0.2,0.8,0.4,1.4,0,12.6,1.44
+26/02/2007,0,0.2,0,0.4,0.2,0,19.6,38.4,16.4,6.4,9.2,11.8,12.2,0.4,12.35,2.33
+27/02/2007,0,0,0.2,0,0.2,0,1.2,0.4,0,0,0.2,0,0,0,11.1,1.86
+28/02/2007,1.2,0,0.8,4.2,0.8,3.4,0,0,0,0,0,0,0,0,9.9,1.51
+01/03/2007,0,0,0.4,0.6,0,0.2,0,0,0,0,0.2,0,0,0,14.75,1.8
+02/03/2007,0,0,0.2,0,0,0,0,0,0,0,0,0,0,0,15.45,1.78
+03/03/2007,0.4,0,0,0.4,0,0.2,0,0,0,0,0,0,0,0,15.25,1.55
+04/03/2007,0,0,0,0,0,0,0,0.2,0,0,0,0,0,0,16.8,1.32
+05/03/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14.55,1.4
+06/03/2007,0,0,0,0.2,0,0,0,0,0,0,0,0,0,0,,1.52
+07/03/2007,13.2,8.8,1.8,11.4,6.4,4.6,9,9.2,6.4,5.6,0.8,7.4,5.8,0,11.95,1.51
+08/03/2007,0,0,0,0,0,0,3,3.8,8.8,7.2,13.4,8,4,0,,1.5
+09/03/2007,0,0,0,0,0,0,0,0.2,0,0,0,0,0,0,14.65,1.43
+10/03/2007,0,0,0,0,0.2,0,0.2,0,0,0,0,0,0,0,,1.38
+11/03/2007,0,0,0,0,0,0,1.6,0.6,0,0,0,0,0,0,12.65,1.34
+12/03/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14.45,1.36
+13/03/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,13.3,1.43
+14/03/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,13.3,1.42
+15/03/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,16.6,1.41
+16/03/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14.85,1.4
+17/03/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,13.15,1.29
+18/03/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,13.2,1.18
+19/03/2007,19.6,15,11.4,23.2,13.6,28.4,1.2,4.4,0.2,0,0,0,0.6,0,10.7,1.22
+20/03/2007,15.8,17.6,14.8,11.8,12.2,20.8,19.8,13.4,19.4,15.8,22.2,31.8,21,0,5.65,1.59
+21/03/2007,4.4,2.2,8.8,15.8,3.2,3.2,10.8,3.4,4.4,11,13.6,5.2,10.8,0,7.95,1.85
+22/03/2007,0,0,0,0,0,0,7.8,4,0,0,0,0,1.8,0.8,8.9,1.97
+23/03/2007,0,0,0,0,0,0,0,15.2,0,0,0,0,0,8,9.15,1.76
+24/03/2007,1,0.4,0.6,0.8,2,0.6,0,12.8,0,0,0,0,0,0,8.7,1.61
+25/03/2007,1,0,0.6,3.2,0.6,2.2,7.6,1.6,2.4,7.4,10,8.2,11.8,0,8.9,1.51
+26/03/2007,0.2,0,3.8,2.8,2.2,2,3,11.8,1.6,4.6,1.6,2.4,0.6,14.8,9.3,1.52
+27/03/2007,1.2,0.2,7.4,4.8,1.2,1.4,5,5.2,0.2,4.6,4,2.8,2.6,19,11,1.69
+28/03/2007,0,0,0,0,0,0,5.4,0.8,0,0,0,0,1,26,12.1,1.92
+29/03/2007,4.4,3.4,2.8,4.6,4,3.6,0,0,0,0,0.2,0,0,22.4,10.3,1.85
+30/03/2007,7.4,8.8,3,12,3.8,10.4,5,9.4,4.4,4.8,1.8,2.8,6.4,17.8,11,1.9
+31/03/2007,0,0,0,0,0.2,0,11.8,6,4.2,7.2,13.4,10.6,12.6,18.6,11.3,1.68
+01/04/2007,0.2,0,0,0.2,0,0.8,0,0,0,0,0,0,0,0,15.7,1.86
+02/04/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,16.1,1.64
+03/04/2007,0.8,0,0.2,10,1.2,0,0,0.2,0,0,0,0,0,0,16,1.65
+04/04/2007,0.8,0,0.2,0.2,0.2,0.8,0.2,9.2,0,0,0,0.8,1.2,4.6,11.8,1.69
+05/04/2007,0,0,0,0,0,0,1.4,2.2,0,0,0.4,0,0.2,13.4,15.9,1.67
+06/04/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14.75,1.63
+07/04/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14.25,1.59
+08/04/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,14.65,1.34
+09/04/2007,0,0,0,0,0,0,0.4,0,0,0,0,0,0,1.2,15.55,1.26
+10/04/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,15.25,1.35
+11/04/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,16.8,1.39
+12/04/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20.05,1.4
+13/04/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20.85,1.4
+14/04/2007,0,0,0,0,0,0.2,0,0,0,0,0,0,0,0,19.75,1.26
+15/04/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20.05,1.17
+16/04/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19.1,1.29
+17/04/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19.6,1.29
+18/04/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,17.15,1.24
+19/04/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18.05,1.24
+20/04/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19.8,1.27
+21/04/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,9.2,19.95,1.21
+22/04/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19.1,1.12
+23/04/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19.9,1.18
+24/04/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20.1,1.2
+25/04/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20.35,1.2
+26/04/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20.45,1.19
+27/04/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19.15,1.2
+28/04/2007,0,0,0,0,0,0,0,0,0,0.6,7.2,14.4,0,0,19.4,1.13
+29/04/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18.35,1.08
+30/04/2007,2.4,1,6.8,7.8,1.8,3.2,0,0,0,0,0,0,0,0,16.9,1.26
+01/05/2007,0.2,0.6,0,1,0.4,2.8,21.6,17.4,8.4,5.8,6.8,6.2,3.6,37.8,17.65,1.19
+02/05/2007,23.4,10,6,9.8,5.6,14.8,5.8,1.8,0.8,5.2,3.2,0.8,0,0,17.6,1.2
+03/05/2007,4.8,3.4,4.6,5.8,3,5.4,4,4.6,10.4,3.6,2.2,11.2,11,4.2,15.45,1.27
+04/05/2007,24.8,23.2,21.6,30.6,20.2,29,13.4,16.8,11.6,10.6,17,9.2,15.2,16.2,15.05,1.39
+05/05/2007,8.4,7,6.2,7.2,9.2,16.2,10.6,15,11,6.6,11.6,5.2,7.4,19.4,16.3,1.32
+06/05/2007,0,0.2,0.2,1.4,4.6,1.4,5.4,8,13.4,4.8,13.2,7,4.6,6.4,15.9,1.5
+07/05/2007,0.2,0,0,0,0,0,2.2,27.4,0,5.8,0,1,2.4,9.2,18.3,1.4
+08/05/2007,0,0,0,0,0,0,0.2,0,0,0,0,0,0,0,18.35,1.34
+09/05/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19.35,1.33
+10/05/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20.3,1.32
+11/05/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0.2,21.3,1.31
+12/05/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,21.8,1.21
+13/05/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,22.2,1.08
+14/05/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23.3,1.08
+15/05/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18.3,1.06
+16/05/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18.25,1.04
+17/05/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,18.8,1.05
+18/05/2007,0,0,0,0,0,0,0,0.2,0,0,0,0,0,0.8,18.4,1.04
+19/05/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,,1.04
+20/05/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,20.05,1.03
+21/05/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23.65,1.03
+22/05/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24.85,1.03
+23/05/2007,1.4,0,0,0,0,13.4,0,0,0,0,0,0,0,0,25.6,1.02
+24/05/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25.75,1.13
+25/05/2007,3.6,4,0.8,12.2,2.4,10.8,0,0,0,0,0,0,0,0,26.4,1.14
+26/05/2007,0.2,0,0,0,0.2,0.2,0,0,0,0,0,0,0.8,9.8,25.25,1.03
+27/05/2007,1.6,0.4,2,1.8,1.6,2.4,8.4,1.2,0,0,5,2.8,2.8,6.2,21,1.05
+28/05/2007,27.8,21.4,13.4,17.8,19,12.8,0.8,8.8,0.8,0.8,0.8,2.4,8.4,9.6,15.6,1.17
+29/05/2007,2.6,6,2.4,9.8,3,14.2,26.6,51.2,56.6,47.8,25.4,40,36,44.6,15.8,1.53
+30/05/2007,0,0,0,0,0,0,1.2,0.2,2.8,0,3.8,1.8,0.6,2.2,19.25,1.43
+31/05/2007,0,0,0.4,0.2,0,0,0,1,0,0,1,0,0,0,17.85,1.24
+01/06/2007,13,11.2,9.4,8.4,10.8,14,0,0,0,0,0,0,0,0,17.7,1.23
+02/06/2007,34.2,14.4,15,12.2,5.4,12.2,10.8,12.6,8.4,6.4,7.4,8.6,10.8,33.2,18.95,1.47
+03/06/2007,0,0.2,0,0,0,0,0.2,0.8,1.2,0.4,10.4,0.4,0.8,0,21.25,1.19
+04/06/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,22.85,1.14
+05/06/2007,0.6,0,1.2,1.2,1.6,0.2,0,13.2,3,0,0,0,0.6,0.2,21.8,1.17
+06/06/2007,5.2,0.6,3.4,3.4,2.8,3,0.2,0,0,1.4,3.6,2,0,0.2,20.55,1.19
+07/06/2007,3.2,20.6,15,10.8,23.6,14.4,6.4,4,4.4,16,13.2,4.8,6.2,13.8,20.7,1.29
+08/06/2007,0,0.2,0,0.2,0,0,3.4,30.8,13.4,7.6,0.8,27,3.6,4.8,21.25,1.63
+09/06/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,2.6,23.75,1.25
+10/06/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24.9,1.13
+11/06/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23.35,1.15
+12/06/2007,0,0,0,0.6,0,0.6,0,0,0,0,0,0,0,0,23,1.2
+13/06/2007,0,0,0,0.2,0,0,0,0,0,0,0,0,0,0,23.1,1.12
+14/06/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25.05,1.04
+15/06/2007,1.8,0,11.6,0,1.6,0,0,0,0,0,0,0,0,0,24.7,1.04
+16/06/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24.2,1.03
+17/06/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25.2,1.03
+18/06/2007,0,0,0,0,0,0,0,0,0,0,0,2.4,0,0.2,25.95,1.06
+19/06/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,28.7,1.07
+20/06/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,28.4,1.02
+21/06/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.15,1
+22/06/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25.95,1.01
+23/06/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23.65,0.99
+24/06/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24.65,0.99
+25/06/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26.85,0.99
+26/06/2007,0,0,0,0,0.2,0,0,0,0,0,0,0,0,0,21.65,1
+27/06/2007,0,0,0,0,0,0,3.2,3.2,3.8,0.2,0,0,0.6,3.4,20.8,1
+28/06/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,21.9,1
+29/06/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,21.9,0.99
+30/06/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23.7,0.99
+01/07/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,24.9,0.98
+02/07/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23.8,0.99
+03/07/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23.15,1.01
+04/07/2007,0,0,0.8,1,0,0.8,0,0,0,0,0,0,0,0,21.6,1.03
+05/07/2007,0,0,0,0,0,0,0,0,0,0,0,0,0,0,21.9,1.02
+06/07/2007,0,0,0,0,0,0,0.2,0,0,0,0,0,0,5,22.2,1.04
+07/07/2007,0,0,0,0,0,0.2,0,,0,0,,,0,,24,1.11
+08/07/2007,0,0,0,0,0,0,,,0,0,,,0,,25.65,1.07
+09/07/2007,0,0,0,0,0,0,,,0,0,,,0,,25.35,1.03
+10/07/2007,0,0,1.2,3.8,0.6,0.8,,,0,0,,,0,,23.8,1.02
+11/07/2007,0,0,0,0,0,0,,,0,0,,,0,,21.35,1.01
+12/07/2007,0,0,0,0,0,0,,,0,0,,,0,,22.35,1.01
+13/07/2007,0,0,0,0,0,0,,,0,0,,,0,,23.45,1.01
+14/07/2007,0,0,0,0,0,0,,,0,0,,,0,,25.25,1.02
+15/07/2007,0,0,0,0,0,0,,,0,0,,,0,,27.25,1.03
+16/07/2007,0,0,0,0,0,0,,,0,0,,,0,,28.95,1.03
+17/07/2007,0,0,0,0,0,0,,,0,0,,,0,,28.3,1.02
+18/07/2007,0,0,0,0,0,0,,,0,0,,,0,,29.45,1.03
+19/07/2007,0,0,0,0,0,0,,,0,0,,,0,,29.2,1.02
+20/07/2007,0,0,0,0,0,0,,,0,0,,,0,,28.55,1.03
+21/07/2007,0,0,0,0,0,0,,,0,0,,,0,,27.6,1.03
+22/07/2007,0,0,0,0,0,0,,,0,0,,,0,,26.95,1.03
+23/07/2007,0,0,0,0,0,0,,,0,0,,,0,,28.1,1.04
+24/07/2007,0.6,0,0,0,0.2,0,,,0,0,,,0,,26.15,1.05
+25/07/2007,0,0,0,0,0,0,,,0,0.4,,,0.4,,26.95,1.04
+26/07/2007,0,0,0,0,0,0,,,0,0,,,0,,28.45,1.03
+27/07/2007,0,0,0,0,0,0,,,0,0,,,0,,27.3,1.03
+28/07/2007,0,0,0,0,0,0,,,0,0,,,0,,26.1,1.04
+29/07/2007,0,0,0,0,0,0,,,0,0,,,0,,28.4,1.03
+30/07/2007,0,0,0,0,0,0,,,0,0,,,0,,27.55,1.03
+31/07/2007,0,0,0,0,0,0,,,0,0,,,0,,25.25,1.02
+01/08/2007,0,0,0,0,0,0,,,0,0,,,0,,25.5,1.02
+02/08/2007,0,0,0,0,0,0,,,0,0,,,0,,25.8,1.02
+03/08/2007,1.6,1.6,1.8,4.8,1.8,3,,,0.2,2.4,,,1,,24.1,1.05
+04/08/2007,0,0,0,0,0,0,,,9.2,1.4,,,5,,25.85,1.03
+05/08/2007,0,0,0,0,0,0,,,0,0,,,0,,24.3,1.02
+06/08/2007,0,0,0,0,0,0,,,0,0,,,0,,25.35,1.02
+07/08/2007,0,0,0,0,0,0,,,0,0,,,0,,25.1,1.02
+08/08/2007,52.6,23.4,19,20.8,25.8,21.8,,,0,0,,,0,,24.35,1.11
+09/08/2007,0.2,0,0.2,0.2,0,0,,,66.6,45.6,,,20.6,,22.2,1.19
+10/08/2007,5.2,4.2,1.8,0.8,1.2,1.4,,,0,0,,,0,,22,1.09
+11/08/2007,1,0.8,1.4,2,1.4,1.6,,,6,4.6,,,8.4,,22.65,1.07
+12/08/2007,0,0,0,0,0,0,,,0,0,,,0,,23.95,1.06
+13/08/2007,2,0,0,0,0.2,0,,,0,0,,,0,,23.9,1.06
+14/08/2007,0,0,0,0,0,0,,,2.6,1.2,,,0,,24.35,1.04
+15/08/2007,0,0,0,0,0,0,,,0,0,,,0,,25.45,1.03
+16/08/2007,0,0,0,0,0,0,,,0,0,,,0,,25.55,1.03
+17/08/2007,0,0,0,0,0,0,,,0,0,,,0,,24.7,1.02
+18/08/2007,0,0,0,0,0,0,,,0,0,,,0,,22.75,1.02
+19/08/2007,0,0,0,0,0,0,,,0,0,,,0,,22.7,1.02
+20/08/2007,19,21.8,20.4,17.8,16.6,15.4,,,25.6,7,,,2.4,,21.55,1.12
+21/08/2007,3.6,2.2,2.2,4.8,2.6,3.2,,,0.2,0.2,,,1.6,,21.45,1.08
+22/08/2007,0.4,0.2,0.2,1.2,0.2,0.4,,,9,12.2,,,3.8,,23.15,1.1
+23/08/2007,28,18,22.6,23.4,19.2,20.2,,,0.4,0.4,,,1.2,,20.7,1.11
+24/08/2007,0.4,0.2,0.4,0.2,0.4,0,,,10.8,8.4,,,12.4,,22.5,1.14
+25/08/2007,0,0,0,0,0.2,0.2,,,0.4,0.4,,,0,,24.3,1.08
+26/08/2007,0,0,0,0,0,0,,,0,0,,,0,,27.2,1.08
+27/08/2007,0,0,0,0,0,0,,,0,0,,,0,,28.3,1.06
+28/08/2007,0,0,0,0,0,0,,,0,0,,,0,,26.25,1.06
+29/08/2007,0,0,0,0,0,0,,,0,0,,,0,,25.5,1.06
+30/08/2007,0,0,0,0,0,0,,,0,0,,,0,,26.25,1.07
+31/08/2007,0,0,0,0,0.8,0,,,0,0,,,0,,24.25,1.06
+01/09/2007,0,0,0,0,0,0,,,0,1.6,,,1,,23.75,1.04
+02/09/2007,0,0,0,0,0,0,,,0,0,,,0,,22.7,1.03
+03/09/2007,0,0,0,0,0,0,,,0,0,,,0,,21.95,1.03
+04/09/2007,35.6,15.2,14.8,4,23,4.6,,,16,0,,,0,,18.1,1.08
+05/09/2007,0,0,0,0,0,0,,,12.4,19.2,,,10.4,,16.65,1.07
+06/09/2007,0,0,0,0,0,0,,,0,0,,,0.2,,16.55,1.04
+07/09/2007,0,0,0,0,0,0,,,0,0,,,0,,18.5,1.03
+08/09/2007,0,0,0,0,0,0,,,0,0,,,0,,20.9,1.03
+09/09/2007,0,0,0,0,0,0,,,0,0,,,0,,21.55,1.03
+10/09/2007,0,0,0,0,0,0,,,0,0,,,0,,22.3,1.03
+11/09/2007,0,0,0,0,0,0,,,0,0.6,,,0.2,,23.9,1.04
+12/09/2007,0,0,0,0,0,0,,,0,0,,,0,,21.35,1.02
+13/09/2007,0,0,0,0,0,0,,,0,0,,,0,,21.45,1.01
+14/09/2007,0,0,0,0,0,0,,,0,0,,,0,,21.3,1.02
+15/09/2007,0,0,0,0,0,0,,,0,0,,,0,,22.4,1.02
+16/09/2007,3.8,0,0,0.2,0,0.2,,,0,0,,,0,,23.5,1.04
+17/09/2007,25,18,33.4,11.4,22.8,18.6,,,14.2,18,,,39.8,,23.25,1.17
+18/09/2007,25.2,10,18.6,10.2,18.4,8.8,,,1.6,2.8,,,0.6,,24.15,1.16
+19/09/2007,0,0,0,0,0,0,,,7.4,1.4,,,15.2,,20.2,1.09
+20/09/2007,0,0,0,0,0,0,,,0,0,,,0,,19.55,1.13
+21/09/2007,0,0,0,0,0.2,0,,,0,0,,,0,,18.85,1.06
+22/09/2007,0,0,0,0,0,0,,,0.2,0,,,0,,19.8,1.06
+23/09/2007,0,0,0,0,0,0,,,0,0,,,0,,19.45,1.06
+24/09/2007,0,0,0,0,0,0,,,0,0,,,0,,20.6,1.05
+25/09/2007,0,0,0,0,0,0,,,0,0,,,0,,21.4,1.05
+26/09/2007,6.4,3.4,1.4,2.8,2.8,3.6,,,0,0,,,0,,18.5,1.07
+27/09/2007,35.2,22.4,30.2,39.6,29,40.8,,,9.6,15.8,,,18.4,,15.8,1.14
+28/09/2007,18,10.8,12,12.4,14.6,12.2,,,15.6,19.8,,,35.6,,14.85,1.27
+29/09/2007,0,0,0,0,0,0,,,3.4,3.8,,,3.8,,17.65,1.2
+30/09/2007,0,0,0,0,0,0,,,0,0,,,0,,19.6,1.07
+01/10/2007,0,0,0,0,0.2,0,,,0,0,,,0,,20.75,1.24
+02/10/2007,0,0,0,0,0.2,0,,,0.2,0,,,0,,21.15,1.11
+03/10/2007,0,0,0,0,0.2,0,,,0,0,,,0,,20.95,1.05
+04/10/2007,0,0,0,0,0,0.4,,,0,0,,,0,,22.4,1.04
+05/10/2007,0,0,0,0,0,0,,,0,0,,,0,,21.95,1.03
+06/10/2007,2,0.2,2,1.4,3,1.4,,,0,0,,,0,,20.55,1.03
+07/10/2007,0,0,0,0,0,0,,,0,0,,,0.6,,19.55,1.02
+08/10/2007,0,0,0,0,0,0,,,0,0,,,0,,18.75,1.01
+09/10/2007,0,0,0,0,0,0,,,0,0,,,0,,16.55,1.02
+10/10/2007,0,0,0,0,0,0,,,0,0,,,0,,16.7,1.02
+11/10/2007,0,0,0,0,0,0,,,0,0,,,0,,18.15,1.02
+12/10/2007,0,0,0,0,0,0,,,0,0,,,0,,19.2,1.01
+13/10/2007,0,0,0,0,0,0,,,0,0,,,0,,17.8,1.01
+14/10/2007,0,0,0,0,0,0,,,0,0,,,0,,15.55,1.01
+15/10/2007,0,0,0,0,0,0,,,0,0,,,0,,15.65,1.01
+16/10/2007,0,0,0,0,0,0,,,0,0,,,0,,14.75,1.01
+17/10/2007,0,0,0,0,0.2,0,,,0,0,,,0,,14.8,1.02
+18/10/2007,0,0.2,2.8,5.4,1.4,1.4,,,0,0,,,0,,15.6,1.04
+19/10/2007,0,0,0,0.2,0,0,,,0,0,,,2.4,,13.45,1.02
+20/10/2007,2.6,0.2,5.4,2.4,3.2,1.8,,,0,0,,,0.8,,9.4,1.04
+21/10/2007,3,2,7.4,6.2,2.2,3.6,,,0.2,0,,,10.6,,8.75,1.05
+22/10/2007,0,0,2.2,0.4,0.6,0.2,,,0.4,0,,,7.2,,9.4,1.06
+23/10/2007,0,0,0,0,0,0,,,1.2,0,,,9.8,,14.3,1.08
+24/10/2007,14,8,8.2,16,9.8,14.4,,,0,0,,,0.2,,11.25,1.07
+25/10/2007,4.2,2.6,2,3.4,3.6,2.8,,,6.2,4.8,,,2.6,,13.3,1.08
+26/10/2007,26.6,21.6,24.2,47.2,25.4,48.8,,,14.2,13.4,,,29,,14.7,1.15
+27/10/2007,0.2,0.2,0,0,0.2,0,,,0.8,1.2,,,7.8,,16.3,1.16
+28/10/2007,0,0,0,0,0.2,0,,,0.2,0.2,,,0,,15.15,1.09
+29/10/2007,0,0,0,0,0.2,0,,,0,0.2,,,0,,15.5,1.05
+30/10/2007,24,18.8,21.2,27.2,19.8,26.8,,,3.8,4.6,,,6,,13.25,1.19
+31/10/2007,2.2,1.2,1.8,3.2,2.2,2.4,,,8,5.8,,,19,,15.25,1.4
+01/11/2007,0,0,0,0,0,0,,,0,0,,,0,,14.15,1.18
+02/11/2007,0,0,0,0,0,0,,,0,0,,,0,,14.7,1.19
+03/11/2007,0,0,0,0,0,0,,,0,0,,,0,,15,1.11
+04/11/2007,0,0,0,0,0,0,,,0,0,,,0,,13.6,1.06
+05/11/2007,0,0,0,0,0.2,0,,,0.2,0,,,0,,13.6,1.05
+06/11/2007,0,0,0,0,0,0,,,0,0,,,0,,10.9,1.05
+07/11/2007,0,0,0,0,0,0,,,0,0.2,,,0,,11.65,1.02
+08/11/2007,0,0,0,0,0,0,,,0,0,,,0,,12.4,1.03
+09/11/2007,6.6,3,9,12.4,7,12.2,,,1.4,1.4,,,1,,13,1.05
+10/11/2007,0,0,0,0,0,0,,,4,2,,,4.2,,8.55,1.04
+11/11/2007,0,0,0,0,0,0,,,0,0,,,0,,11.05,1.06
+12/11/2007,0,0,0,0,0,0,,,0,0,,,0,,12.35,1.04
+13/11/2007,0,0,0,0,0,0,,,0,0,,,0,,7.8,1.03
+14/11/2007,12.8,6.8,10.2,7.8,9.6,8,,,7.4,6.2,,,2.6,,6.35,1.13
+15/11/2007,0,0,0.2,0.4,0.2,0,,,8.4,14.4,,,8,,6.15,1.25
+16/11/2007,0,0,0,0,0,0,,,0,0.2,,,0,,7.85,1.13
+17/11/2007,0,0,0,0,0,0,,,0,0,,,0,,6.75,1.06
+18/11/2007,0,0,0,0,0,0,,,0,0,,,0,,7.4,
+19/11/2007,0,0,0,0,0,0,,,0,0,,,0,,7.5,1.03
+20/11/2007,0,0,0,0,0.2,0,,,0,0,,,0,,7.15,1.03
+21/11/2007,0.2,0,0,0.6,0,0.4,,,0,0,,,0,,8.15,1.06
+22/11/2007,2.6,1.2,1.2,4,1.8,5,,,0,0,,,0,,13.4,1.06
+23/11/2007,0.4,0.6,0.2,0.6,0.4,0.8,,,1,0,,,0.4,,13.55,1.06
+24/11/2007,11,8.6,9,18,8.4,21.2,,,0,0,,,0,,15.2,1.06
+25/11/2007,3.4,3.4,3.4,3.6,2,4.4,,,7.8,1.8,,,4,,12.75,1.1
+26/11/2007,0.4,0,0.2,0.2,0.2,0.2,,,0,0.2,,,0.2,,10.3,1.07
+27/11/2007,0.2,0,0.2,0,0.4,0,,,0.4,0.2,,,0.2,,9.65,1.06
+28/11/2007,0,0,0,0,0,0,,,0,0,,,0,,8.8,1.05
+29/11/2007,0,0,0,0,0,0,,,0.2,0.2,,,0,,7.85,1.04
+30/11/2007,0,0,0,0,0,0,,,0,0,,,0,,6.55,1.04
+01/12/2007,4,1.6,2.4,3,2.4,1.8,,,0,0,,,0,,7,1.06
+02/12/2007,3.2,1.8,1.4,2,1.6,1.4,,,0,0,,,0.2,,11.1,1.05
+03/12/2007,14.4,13.8,9,22.8,10.2,25.6,,,0,0,,,0.2,,11.3,1.1
+04/12/2007,0.2,0,0,0,0.4,0,,,4,5.2,,,6.2,,9.2,1.16
+05/12/2007,0,0,0,0,0,0,,,0,0,,,0.2,,8.75,1.1
+06/12/2007,0,0,0,0,0.2,0,,,0,0,,,0,,8.15,1.08
+07/12/2007,9,5.2,3.6,5.8,6.2,5,,,0,0,,,0,,5.9,1.15
+08/12/2007,24.2,16.2,45,36,24.8,24.6,,,11.6,5.8,,,8.4,,9.05,1.65
+09/12/2007,18.4,12.6,12.4,14.8,13.2,16.2,,,0.2,0,,,2,,6.15,1.41
+10/12/2007,0,0.2,0,0,0.2,0,,,9.2,13.6,,,7.8,,8.7,1.52
+11/12/2007,0,0,0.2,0,0.2,0,,,0.2,0.6,,,0.2,,9.25,1.5
+12/12/2007,0,0,0,0,0.2,0,,,0.2,0.2,,,0.2,,8,1.34
+13/12/2007,0,0,0,0,0,0,,,0,0,,,3.8,,9.05,1.31
+14/12/2007,0,0,0,0,0,0,,,0,0,,,0.4,,6.2,1.25
+15/12/2007,0.2,0,0.2,0.4,0,0,,,0,0,,,0,,3.15,1.17
+16/12/2007,1,0.2,4,0.6,1.8,0,,,0.2,0.2,,,0.8,,4.75,1.12
+17/12/2007,0,0,0.2,0,0,0,,,0.4,1.6,,,7.4,,5.45,1.18
+18/12/2007,0,0,0,0,0,0,,,0,0,,,3.4,,5.3,1.15
+19/12/2007,0,0,0,0,0,0,,,0,0,,,0.2,,6.05,1.07
+20/12/2007,0,0,0,0,0,0,,,0,0,,,0,,7.05,1.04
+21/12/2007,0,0,0,0,0,0,,,0,0,,,0,,5,1.11
+22/12/2007,0.6,0,0.4,0.6,0.4,0.8,,,0.2,0,,,0,,3.45,1.11
+23/12/2007,5.8,3.8,4.2,2.2,4.8,5.8,,,4.6,6.4,,,5.2,,7.55,1.08
+24/12/2007,0.8,0,0.2,0,0.4,0.2,,,0.6,0.4,,,0.2,,9.05,1.1
+25/12/2007,0,0,0,0,0,0,,,0.2,0,,,0,,8.15,1.09
+26/12/2007,0,0,0,0,0,0,,,0.2,1,,,0.4,,8.55,1.07
+27/12/2007,0,0,0,0,0,0,,,0,0,,,0,,7.1,1.17
+28/12/2007,0,0,0,0,0,0,,,0,0,,,0,,6.85,1.13
+29/12/2007,0,0,0,0,0,0,,,0,0,,,0,,4.15,1.21
+30/12/2007,0,0,0,0,0.2,0,,,0.2,0.2,,,0,,2.95,1.06
+31/12/2007,0,0,0,0,0,0,,,1.4,3.6,,,0.6,,8,1.05
+01/01/2008,0,0,0,0,0,0,,,0,0,,,0.2,,5.35,1.19
+02/01/2008,0,0,0,0,0,0,,,0.2,0.2,,,0,,4.6,1.05
+03/01/2008,1.6,6,3.6,1.4,5.8,5,,,0,0.4,,,0,,4.6,1.05
+04/01/2008,10.2,1.2,4.6,6.4,4.6,8.2,,,1.4,0.8,,,2.6,,8.7,1.1
+05/01/2008,12.2,8.4,6.8,14.8,6,19.6,,,3.4,3.6,,,3,,8.55,1.14
+06/01/2008,14.6,7.8,12.4,13.8,14.6,20,,,1.4,3.8,,,11.8,,10.85,1.17
+07/01/2008,1.2,0.2,1,0.8,0.4,1.4,,,6,4.8,,,2.2,,10.95,1.33
+08/01/2008,0.4,0,0,0,0,0,,,0.4,0.6,,,0.4,,11.4,1.54
+09/01/2008,0.8,0.4,0,0.6,0.4,0.6,,,0,0,,,0,,8.55,1.34
+10/01/2008,0.2,0.2,0.6,0.6,0.2,0.8,,,0.2,0.2,,,0.4,,9.65,1.19
+11/01/2008,11.2,8.4,9.4,9,8.2,14.4,,,1,2.6,,,1.2,,11.65,1.38
+12/01/2008,27.8,15,31.8,24.6,30.6,21.8,,,11,9.4,,,13,,10.2,1.83
+13/01/2008,2.4,0.2,1.2,0,3.2,0,,,27.8,31.8,,,34.4,,8.6,2.76
+14/01/2008,0.4,0.4,0.4,0.2,0.6,0,,,0.2,0.6,,,0.6,,7.15,2.05
+15/01/2008,19.4,12.8,12.4,15.8,11.8,22.4,,,0.2,0,,,0,,7.85,1.73
+16/01/2008,26.6,18.8,23.4,32.2,23,39.4,,,3.8,4.2,,,10.4,,9.9,1.68
+17/01/2008,15.2,12.4,11.4,11.8,11.6,15.6,,,21.2,32,,,26.6,,9.6,2.77
+18/01/2008,0,0,0,0,0,0,,,2,3.2,,,2.8,,10,2.42
+19/01/2008,0.4,0,0.2,0,0.2,0.2,,,0.2,0.2,,,0,,8.5,2.18
+20/01/2008,0,0,0,0,0,0,,,0,0.2,,,0.2,,9,1.75
+21/01/2008,0,0,0,0,0.2,0,,,0,0,,,0.2,,10.45,1.55
+22/01/2008,2.2,0,0.4,0,0.4,0.4,,,2.6,1,,,0.2,,9.9,1.53
+23/01/2008,0,0,0,0,0,0,,,0.2,0,,,0.2,,9.7,1.35
+24/01/2008,0,0,0,0,0,0,,,0,0,,,0,,9.4,1.27
+25/01/2008,0,0,0,0,0,0,,,0,0,,,0.2,,8,1.56
+26/01/2008,0,0,0,0,0,0,,,0,0,,,0,,9.1,1.37
+27/01/2008,0,0,0,0,0,0,,,0,0,,,0,,5.4,1.31
+28/01/2008,0,0,0,0,0.2,0,,,0.2,0,,,0,,10.25,1.36
+29/01/2008,0,0,0,0,0.2,0,,,0,0,,,0,,8.8,1.36
+30/01/2008,2.6,1.2,2.4,5,2.4,3.4,,,0.2,0,,,0,,11.85,1.17
+31/01/2008,2.2,1.2,2,1.8,2.6,1.6,,,6.2,11.4,,,4,,8.6,1.19
+01/02/2008,2.4,1.4,1.6,0.8,2,1,,,1,3.2,,,5.4,,8.7,1.18
+02/02/2008,1.4,2.2,2,9.6,2.6,4.4,,,3.4,4,,,5.6,,11.7,1.2
+03/02/2008,21.2,14.6,14,21.6,17.4,23.4,,,29.8,29.4,,,29.6,,9.6,2.42
+04/02/2008,17.8,10.6,12.8,16.2,12.6,20.2,,,9,8.4,,,13.2,,11.85,2.6
+05/02/2008,0.2,0.2,0.2,0,0,0,,,7.4,8.2,,,9.2,,9.65,2.82
+06/02/2008,0.2,0,0,0,0.2,0,,,0,0.2,,,0,,9.15,2.33
+07/02/2008,0.2,0,0,0,0,0,,,0.2,0,,,0,,10.6,1.98
+08/02/2008,0,0,0,0,0,0,,,0,0,,,0,,8.2,1.73
+09/02/2008,0,0,0,0,0,0,,,0,0,,,0,,9.2,1.61
+10/02/2008,0,0,0,0,0,0,,,0,0,,,0,,9.05,1.35
+11/02/2008,0,0,0,0,0,0,,,0,0,,,0,,6.95,1.52
+12/02/2008,0,0,0,0,0,0,,,0,0,,,0,,6.25,1.31
+13/02/2008,0,0,0,0,0,0,,,0,0,,,0,,7.35,1.63
+14/02/2008,0,0,0,0,0,0,,,0,0,,,0,,6.25,1.41
+15/02/2008,0,0,0,0,0,0,,,0.2,0,,,0,,6.45,1.39
+16/02/2008,0,0,0,0,0,0,,,0,0,,,0,,6.2,1.24
+17/02/2008,0,0,0,0,0,0,,,0,0,,,0,,4.6,1.16
+18/02/2008,0,0,0,0,0,0,,,0,0,,,0,,3.15,1.15
+19/02/2008,0,0,0,0,0,0,,,0,0,,,0,,6.4,1.17
+20/02/2008,0,0,0,0,0,0,,,0,0,,,0,,9.55,1.18
+21/02/2008,0,0,0,0,0,0,,,0,0,,,0,,12.4,1.25
+22/02/2008,0,0,0,0,0,0,,,0,0,,,0,,9.75,1.3
+23/02/2008,0,0,0,0,0,0,,,0,0,,,0,,10.55,1.25
+24/02/2008,0,0,0,0,0,0,,,0,0,,,0,,13,1.13
+25/02/2008,0,0,0,0,0,0,,,0,0,,,0,,10.1,1.25
+26/02/2008,0.8,0,0.2,0,0.4,0.4,,,0.2,0,,,0,,11.65,1.19
+27/02/2008,7.8,1.2,4.6,1.2,3,1,,,2,0.8,,,2,,12.4,1.33
+28/02/2008,0.2,0,0,1,0,0,,,8,1.2,,,2.4,,14.25,1.31
+29/02/2008,0,0,0,0,0,0,,,0.4,3.4,,,0.8,,14.05,1.2
+01/03/2008,4,0.6,1.4,3,2,3,,,0,0,,,0,,13.45,1.38
+02/03/2008,0,0,0,0,0,0,,,0,0,,,0,,14.9,1.19
+03/03/2008,0,0,0,0,0,0,,,0,0,,,0,,13.5,1.32
+04/03/2008,7.8,4,6.4,4.6,5,5.2,,,0,0,,,0,,10.5,1.23
+05/03/2008,0.6,0.2,7.4,2,2,1.8,,,0.4,3.2,,,1.6,,6.85,1.31
+06/03/2008,0.2,0,2.6,0,1,0.2,,,0.6,0.8,,,2.8,,5.95,1.22
+07/03/2008,0,0,4.2,1.2,0,0.4,,,2.2,4.4,,,1.4,,7.25,1.32
+08/03/2008,0.4,0.2,0.6,0.6,0,0.6,,,0,1.4,,,2.6,,9.7,1.26
+09/03/2008,0.2,0,0,0,0.2,0,,,0,0,,,0,,9.35,1.22
+10/03/2008,5,1.8,1.4,6,2.6,8.2,,,1.4,0.6,,,0,,11.25,1.41
+11/03/2008,9.4,4,3.8,5.8,3.8,8.4,,,8,11.8,,,10.4,,12.85,1.5
+12/03/2008,0.2,0,0,0,0,0.2,,,4,4.6,,,2,,12.35,1.64
+13/03/2008,0,0,0,0,0,0,,,0,0,,,0,,14.2,1.47
+14/03/2008,0,0,0,0,0,0,,,0,0,,,0,,13.3,1.66
+15/03/2008,0,0,0,0,0,0,,,0,0,,,0,,12.4,1.53
+16/03/2008,1,0,0.4,3,0.4,2,,,0,0,,,0,,14.3,1.33
+17/03/2008,0.8,0,0.2,0.8,0,0.8,,,0,0,,,0.2,,13.1,1.37
+18/03/2008,10.6,1.2,7,6.2,4,3.8,,,0,0,,,0,,12.45,1.42
+19/03/2008,0.2,0,0.2,0,0,0,,,0.8,0,,,0.2,,13.2,1.46
+20/03/2008,5,1.4,1,3.8,3.8,2,,,0.8,0.2,,,1.2,,7.75,1.36
+21/03/2008,27,18.6,6.6,13,15,17.8,,,1.6,2.2,,,0,,6.05,1.45
+22/03/2008,19.2,21.8,12.6,14.4,15.6,16.8,,,26,16.6,,,26.2,,11.4,2.57
+23/03/2008,9,8.2,9.8,9.2,11,7.4,,,0,0,,,0,,8,2.48
+24/03/2008,5,6.6,6.6,4.4,4,4.8,,,12.2,12,,,16,,5.9,2.18
+25/03/2008,0,0,0.4,0,0,0,,,13,2.4,,,4.4,,8.05,2.2
+26/03/2008,1.2,0,2.2,3,2.4,1.4,,,1,1,,,2.2,,10.25,1.94
+27/03/2008,4.8,5.2,3.8,3.4,5.4,2.6,,,5,0.4,,,3.6,,11.35,1.91
+28/03/2008,3.8,2.6,2.4,2.8,2.4,1.8,,,5.8,9.4,,,6.8,,10.8,1.92
+29/03/2008,0,0,0.2,0,0.2,0,,,0.2,0,,,0,,12.25,1.89
+30/03/2008,0.2,0,0,0,0,0,,,0,0,,,0,,13.95,1.95
+31/03/2008,0,0,0,0,0,0,,,0,0,,,0,,15.9,1.93
+01/04/2008,0,0,0,0,0,0,,,0,0,,,0,,15.35,1.71
+02/04/2008,0,0,0,0,0,0,,,0,0,,,0,,14.65,1.65
+03/04/2008,0.2,0,0,0,0,0,,,0,0,,,0,,12.55,1.44
+04/04/2008,0,0,0,0,0,0,,,0,3.2,,,1.4,,11.45,1.53
+05/04/2008,0,0,0,0.2,0,0,,,0,0,,,0,,11.15,1.45
+06/04/2008,0,0,0.2,0,0,0.4,,,0,0.4,,,0.2,,12,1.45
+07/04/2008,0,0,0,0,0,0,,,0,0,,,0,,16.15,1.45
+08/04/2008,0.6,0.6,0.4,2.2,0.6,1.4,,,0,0,,,0,,16.15,1.5
+09/04/2008,11.8,13.4,7.6,12.4,11.6,9,,,5.2,4.4,,,4,,16.05,1.52
+10/04/2008,7.6,9.6,8.4,23.4,8.2,25.4,,,0.8,1.2,,,3.8,,17.55,1.54
+11/04/2008,10.2,3,4.2,9,6.2,9.4,,,0,0,,,0,,17.75,1.52
+12/04/2008,3.4,0.4,2,1.4,3,1.8,,,13.2,7.2,,,13.4,,12.9,2
+13/04/2008,0.8,0,0.6,0,0.4,0,,,12.8,0.6,,,9,,13.95,1.71
+14/04/2008,9.2,4.2,5.6,4.2,5.8,3.4,,,1.4,0,,,0.2,,13.8,1.89
+15/04/2008,10.2,3.6,3.4,5.2,4.8,5.4,,,6.6,13.6,,,4.2,,12.15,1.95
+16/04/2008,0,0,0,0,0,0,,,3.2,8,,,2.8,,12.55,1.83
+17/04/2008,11,8.2,12.2,17,13.4,13.6,,,0,0,,,0,,14.55,1.77
+18/04/2008,14,13.6,10.2,16.4,13.8,19.6,,,8,9,,,14.4,,14.4,1.8
+19/04/2008,10.8,13.2,7.4,16,11.2,11,,,2,0.6,,,3.8,,16.75,2.59
+20/04/2008,0,0,0,0,0,0,,,0,0,,,0,,15.9,1.98
+21/04/2008,19.4,15.2,14.2,17,13.8,15.4,,,5.6,7,,,2.8,,14.7,2.06
+22/04/2008,14.2,9.8,2.4,4.8,4.6,7.6,,,4.8,10.6,,,5.8,,13.65,2.09
+23/04/2008,0,0,0,0,0,0,,,4.4,0,,,2.6,,17,2.12
+24/04/2008,0,0,0.2,0,0,0,,,0.2,0,,,0,,16.6,2.03
+25/04/2008,0,0,0,0,0,0.2,,,0,0,,,0,,16.55,1.81
+26/04/2008,0,0,0,0,0,0.2,,,0,0,,,0.6,,15.55,1.76
+27/04/2008,0,0,0,0,0,0,,,0,0,,,0,,15.5,1.52
+28/04/2008,0,0,0,0.2,0,0,,,0,0,,,0,,15.95,1.58
+29/04/2008,7.8,4.2,4.8,7.8,5.4,5.2,,,1,2.6,,,2.8,,14.1,1.52
+30/04/2008,0,0,0,0.8,0.2,0.8,,,1.8,1.4,,,1.6,,15.55,1.64
+01/05/2008,1.2,0.6,2.4,0.8,3.8,0.8,,,0,0,,,0.2,,17.05,1.46
+02/05/2008,0,0,0,0,0,0,,,2.4,2,,,1.8,,16.5,1.46
+03/05/2008,0,0,0,0,0,0,,,0,0,,,0,,19,1.42
+04/05/2008,0,0,0,0,0,0,,,0,0,,,0,,19.15,1.25
+05/05/2008,0,0,1,0,0,0.2,,,0,0,,,1.4,,15.6,1.29
+06/05/2008,0,0,0,0,0,0,,,1.6,3.2,,,0.4,,15.9,1.37
+07/05/2008,0,0,0,0,0,0,,,0,0,,,0,,17.95,1.26
+08/05/2008,0,0,0,0,0,0,,,0,0,,,0,,18.7,1.36
+09/05/2008,0,0,0,0,0,0,,,0,0,,,0,,20.1,1.23
+10/05/2008,0,0,0,0,0,0,,,0,0,,,0,,19.2,1.26
+11/05/2008,0,0,0,0,0,0,,,0,0,,,0,,20.15,1.17
+12/05/2008,0,0,0,0,0,0,,,0,4.2,,,0,,18.15,1.24
+13/05/2008,0,0,0,0,0,0,,,0,0,,,0,,19.2,1.2
+14/05/2008,11.2,1.2,1.4,1.6,1.8,4.6,,,0,0,,,0,,20.65,1.16
+15/05/2008,0,0,0,0,0.2,0,,,0,0,,,0,,19,1.17
+16/05/2008,0.2,0,0.2,0.8,0,0.4,,,4.4,1.8,,,0,,19.8,1.16
+17/05/2008,3.2,1,2.4,4.4,2.6,5,,,2,1.6,,,1.6,,21.15,1.29
+18/05/2008,7,3.6,4.8,8.6,4.4,11.2,,,1.2,0.4,,,0.4,,18.55,1.18
+19/05/2008,2,1.8,5,5.6,2.2,3,,,8.2,6.4,,,9.2,,18.6,1.37
+20/05/2008,9.6,18.2,30.2,35.6,27.2,30.6,,,12.8,8.2,,,17.8,,17.25,1.45
+21/05/2008,1.4,0.8,2.8,1,2.6,0.4,,,3,3.4,,,7.2,,19,1.53
+22/05/2008,12.6,8,11.6,10.6,9.6,5.6,,,4.4,6.6,,,17.8,,18.65,1.67
+23/05/2008,0,0,0,0,0,0,,,6,1,,,0.2,,18.95,1.87
+24/05/2008,0,0,0,0,0,0,,,0,1.6,,,0,,20.45,1.53
+25/05/2008,0.2,0,0,0,0,0.2,,,0,0,,,0,,21.4,1.31
+26/05/2008,0,0,0,0,0,0,,,0,0,,,0,,24.3,1.36
+27/05/2008,0,0,0,0,0,0,,,0,0,,,0,,26.6,1.4
+28/05/2008,0,0,0,0,0,0,,,0,0,,,0,,26.65,1.32
+29/05/2008,12.2,8.4,9.6,22.2,16,13.8,,,0,0.2,,,3,,22.3,1.29
+30/05/2008,16,12.4,8.4,9,5.2,10.2,,,5.6,5,,,12,,18.75,1.33
+31/05/2008,0,0.2,0,0,0,0,,,4,1.2,,,4,,21.35,1.3
+01/06/2008,0,0,0,0,0,0,,,0,0,,,0,,22.7,1.34
+02/06/2008,0.6,0,1.8,1.4,1.4,0.4,,,0,0,,,0,,20.95,1.33
+03/06/2008,6.4,3.4,6.4,7.2,5.8,2.8,,,0.8,1.4,,,1,,18.6,1.26
+04/06/2008,0.6,0.4,0.6,0.4,0.4,0.6,,,4.6,3,,,4.6,,20.9,1.26
+05/06/2008,0,0,0,0,0,0,,,0,4,,,0,,19.85,1.24
+06/06/2008,0.4,0,9.8,0.2,3.2,0,,,3.6,18,,,2,,20.05,1.32
+07/06/2008,1.4,6,2.6,2.8,4.6,22.8,,,1.6,0,,,1.6,,20.2,1.26
+08/06/2008,4,2.8,2.2,1,4,1.2,,,1.2,0.8,,,0.6,,20.5,1.33
+09/06/2008,0.4,6.6,0.2,0,0.2,0,,,2.4,11,,,5,,21.4,1.46
+10/06/2008,0,0,0,0,0,0,,,0,0.2,,,0,,22.7,1.25
+11/06/2008,0,0,0,0,0,0,,,0,0,,,0,,22.6,1.35
+12/06/2008,5.6,4,3.2,6.4,2.4,3.6,,,0,0.4,,,9.2,,20.7,1.38
+13/06/2008,22,9.6,25,12.6,15.2,9.6,,,4.4,4.6,,,3.6,,21.9,1.54
+14/06/2008,13.6,5.6,5.8,4.2,5.8,6,,,22.4,41.2,,,23,,18.05,1.99
+15/06/2008,0,0,0,0,0,0,,,5.6,0,,,2.4,,17.45,1.75
+16/06/2008,5.2,0.4,1.4,0.8,0.4,0.8,,,0,0,,,0.4,,21.5,1.62
+17/06/2008,2,1.6,1.2,28.6,0.8,43,,,0,0,,,0,,22.6,1.52
+18/06/2008,3.8,1.4,0.8,6.8,20.6,7.6,,,1.8,10,,,3.8,,24.3,1.34
+19/06/2008,0,0,0,0,0,0,,,0,0,,,0,,24.6,1.29
+20/06/2008,0,0,0,0,0,0,,,0,0,,,0,,26.9,1.38
+21/06/2008,0,0,0,0,0,0,,,0,0,,,0,,28.1,1.38
+22/06/2008,0,0,0,0,0,0,,,0,0,,,0,,29.15,1.35
+23/06/2008,0,0,0,0,0,0,,,0,0,,,0,,27.7,1.38
+24/06/2008,0,0,0,0,0,0,,,0,0,,,0,,27.1,1.3
+25/06/2008,0,0,0,0,0,0,,,0,0,,,0,,28.3,1.29
+26/06/2008,0,0,0,0,0,0,,,0,0,,,0,,27.9,1.24
+27/06/2008,0,0,0,0,0,0,,,0,0,,,0,,27,1.13
+28/06/2008,0,0,0,0,0,0,,,0,0,,,0,,27.55,1.09
+29/06/2008,0,0,0,0,0,0,,,0,0,,,0,,29.8,1.07
+30/06/2008,0,0,0,0,0,0,,,0,0,,,1.6,,29.3,1.06
+01/07/2008,0.2,0,0,0.2,0,0,,,0,0,,,0,,27.8,1.07
+02/07/2008,0,0,0,0,0,0,,,0,0,,,0.2,,28.8,
+03/07/2008,0,0,0,0,0,0,,,0.2,7.2,,,0.4,,27.4,0
+04/07/2008,0,0,0,0,0,0,,,0,0,,,0,,27.1,0
+05/07/2008,0,0,0,0,0,0,,,0,0,,,0,,25,0
+06/07/2008,0,0,0,0,0,0,,,0,,,,0,,26.2,0
+07/07/2008,0.2,0,0,0,0,0,,,0,,,,0,,26.25,0
+08/07/2008,0,0,0,0,0,0,,,0,,,,0,,23.55,0
+09/07/2008,0,0,0,0,0,0,,,0,,,,0,,23.35,0
+10/07/2008,0,0,0,0,0,0,,,0,,,,0,,25.35,0
+11/07/2008,0,0,0,0,0,0,,,0,,,,0,,25.65,0
+12/07/2008,0,0,0,0,0,0,,,0,,,,0,,27.35,0
+13/07/2008,6.4,4,3.6,1,2.2,1.4,,,0,,,,0,,23.25,0
+14/07/2008,0,0,0,0,0,0.2,,,9,,,,14.6,,23.15,0
+15/07/2008,0,0,0,0,0,0,,,0,,,,0,,23.9,0
+16/07/2008,0,0,0,0,0,0,,,0,,,,0,,24.35,0
+17/07/2008,0,0,0,0,0,0,,,0,,,,0,,22.95,0
+18/07/2008,0,0,0,0,0,0,,,0,,,,0,,24.65,0
+19/07/2008,0,0,0,0,0,0,,,0,,,,0,,25.05,0
+20/07/2008,0,0,0,0,0,0,,,0,,,,0,,25.05,0
+21/07/2008,0,0,0,0,0,0,,,0,,,,0,,26.6,0
+22/07/2008,0,0,0,0,0,0,,,0,,,,0,,23.85,0
+23/07/2008,0,0,0,0,0,0,,,0,,,,0,,22.35,0
+24/07/2008,0,0,0,0,0,0,,,0,,,,0,,23.7,0
+25/07/2008,0,0,0,0,0,0,,,0,,,,0,,23.3,0
+26/07/2008,0,0,0,0,0,0,,,0,,,,0,,25.3,0
+27/07/2008,0,0,0,0,0,0,,,0,,,,3,,27.25,0
+28/07/2008,0,0,0,0,0,0,,,0,,,,0,,27.3,0
+29/07/2008,0,0,0,0,0,0,,,0.6,,,,0.6,,28.65,0
+30/07/2008,0,0,0,0,1.8,0,,,0,,,,0,,29.75,0
+31/07/2008,0,0,0,0.6,0,0.2,,,0,,,,0,,28.65,0
+01/08/2008,0,0,0,0,0,0,,,0,,,,0,,28.1,0
+02/08/2008,0,0,0,0,0,0,,,0,,,,0,,27.7,0
+03/08/2008,0,0,0,0,0,0,,,0,,,,0,,28.05,0
+04/08/2008,0,0,0,0,0,0,,,0,,,,0,,26.95,0
+05/08/2008,0,0,0,0,0,0,,,0,,,,0,,27.4,0
+06/08/2008,9.2,5.8,1.8,0.2,4.6,4.2,,,0,,,,0,,29.75,0
+07/08/2008,0,0,0.2,0,0,0,,,0,,,,4.8,,28.2,0
+08/08/2008,0,0,0,0,0,0,,,0,,,,0,,27.65,0
+09/08/2008,0,0,0,0,0,0,,,0,,,,0,,26.85,0
+10/08/2008,0,0,0,0,0,0,,,0,,,,0,,25.4,0
+11/08/2008,0,0,0,0,0,0,,,0,,,,0,,26.05,0
+12/08/2008,0,0,0,0,0,0,,,0,,,,0,,26.8,0
+13/08/2008,0,0,0,0,0,0,,,0,,,,0,,27.3,0
+14/08/2008,0,0,0,0,0,0,,,0,,,,0,,29.45,0
+15/08/2008,13.4,14.4,12.6,11.2,9.4,17.6,,,2,,,,0,,22.85,0
+16/08/2008,0.6,0.6,1.2,13.2,0.4,12.2,,,11.2,,,,14,,22.8,0
+17/08/2008,0,0,0,0,0,0,,,0,,,,0,,23.55,0
+18/08/2008,0,0,0,0,0,0,,,0,,,,0,,23.6,0
+19/08/2008,0,0,0,0,0,0,,,0,,,,0,,24.7,0
+20/08/2008,0,0,0,0,0,0,,,0,,,,0,,25.1,0
+21/08/2008,0,0,0,0,0,0,,,0,,,,0,,25.1,0
+22/08/2008,0,0,0,0,0,0,,,0,,,,0,,24.75,0
+23/08/2008,9.8,4.4,2,0,6,0,,,0,,,,0,,24.8,0
+24/08/2008,0,0,0,0,0,0,,,0,,,,0,,24.35,0
+25/08/2008,0,0,0,0,0,0,,,0,,,,0,,24.85,0
+26/08/2008,0,0,0,0,0,0,,,0,,,,0,,25,0
+27/08/2008,0,0,0,0,0,0,,,0,,,,0,,24.75,0
+28/08/2008,0,0,0,0,0,0,,,0,,,,0,,24.45,0
+29/08/2008,0,0,0,0,0,0,,,0,,,,0,,25.45,0
+30/08/2008,0,0,0,0,0,0,,,0,,,,0,,26.35,0
+31/08/2008,0,0,0,0,0,0,,,0,,,,0,,26.25,0
+01/09/2008,0,0,0,0,0,0,,,0,,,,0,,25.25,0
+02/09/2008,0,0,0,0,0,0,,,0,,,,0,,25.15,0
+03/09/2008,0,0,0,0,0,0,,,0,,,,0,,24.85,0
+04/09/2008,0,0,0,0,0,0,,,0,,,,0,,24.85,0
+05/09/2008,0.2,0,0,0,0,0.2,,,0,,,,0,,28.65,0
+06/09/2008,0,0,0,0,0,0,,,0,,,,0,,28.95,0
+07/09/2008,0,0,0,0,0,0,,,0,,,,0,,26.95,0
+08/09/2008,0,0,0,0,0,0,,,0,,,,15.8,,23.6,0
+09/09/2008,0,0,0,0,0,0,,,0,,,,0,,24.5,0
+10/09/2008,0,0,0,0,0,0,,,0,,,,0,,26.9,0
+11/09/2008,0,0,0,0,0,0,,,0,,,,0,,27.85,0
+12/09/2008,3,8,16.2,0,5.8,0,,,0,,,,0,,25.25,0
+13/09/2008,13.6,16.8,10.2,16.8,6.6,11.4,,,62,,,,13.4,,18.85,0
+14/09/2008,9.2,10.4,11,15.4,14.2,18.2,,,19,,,,43,,18.05,0
+15/09/2008,0,0.2,0.2,0,0,0,,,6.6,,,,18.8,,16.95,0
+16/09/2008,0,0,0,0,0,0,,,0,,,,0,,17.55,0
+17/09/2008,0,0,0,0,0,0,,,0,,,,0,,16.9,0
+18/09/2008,0,0,0,0,0,0,,,0,,,,0,,18.8,0
+19/09/2008,3.4,2.4,4,4.4,3.4,3.8,,,0.8,,,,0.6,,17.1,0
+20/09/2008,0,0,0.2,0,0,0,,,3.2,,,,2.6,,16.6,0
+21/09/2008,0,0,0,0,0,0,,,0.2,,,,0,,14.95,0
+22/09/2008,0,0,0,0,0,0,,,0,,,,0,,16.3,0
+23/09/2008,0,0,0,0,0,0,,,0,,,,0,,15.9,0
+24/09/2008,0,0,0,0,0,0,,,0,,,,0,,15.8,0
+25/09/2008,0,0,1,0,0,0,,,0,,,,0,,17.35,0
+26/09/2008,0,0,1,0,0,0.2,,,0,,,,2.6,,16.85,0
+27/09/2008,0,0,0.2,0.4,0,0.2,,,0,,,,4.8,,16.65,0
+28/09/2008,0,0,0,0,0,0,,,0,,,,0,,15.85,0
+29/09/2008,0,0,0,0,0,0,,,0,,,,0,,14.95,0
+30/09/2008,0,0,0,0,0,0,,,0,,,,0,,15.55,0
+01/10/2008,0,0,0,0,0,0,,,0,,,,0,,18.1,0
+02/10/2008,0,0,0,0,0,0.2,,,0,,,,0,,17.8,0
+03/10/2008,10.8,11,16,14.8,7.4,12.6,,,0,,,,0,,18.1,0
+04/10/2008,0,0,0,0,0,0,,,0,,,,0.4,,13.95,0
+05/10/2008,0,0,0,0,0.2,0,,,0,,,,0,,12.5,0
+06/10/2008,0,0,0,0,0,0,,,0,,,,0,,15.5,0
+07/10/2008,0.8,0,0,0,0,0,,,0,,,,0,,18.2,0
+08/10/2008,0,0,0,0,0.2,0,,,0,,,,0,,18.5,0
+09/10/2008,0,0,0,0,0,0,,,0,,,,0,,19.6,0
+10/10/2008,0,0,0,0,0,0,,,0,,,,0,,19.75,0
+11/10/2008,0,0,0,0,0,0,,,0,,,,0,,20.3,0
+12/10/2008,0,0,0,0,0,0,,,0,,,,0,,18.6,0
+13/10/2008,0,0,0,0,0,0,,,0,,,,0,,16.9,0
+14/10/2008,0,0,0,0,0,0,,,0,,,,0,,17.8,0
+15/10/2008,0,0,0,0,0,0,,,0,,,,0,,18.25,0
+16/10/2008,0,0,0.2,7.2,0.8,5,,,0,,,,0,,20.75,0
+17/10/2008,0,0,0,3.2,0,2.4,,,0,,,,0,,19.8,0
+18/10/2008,0,0,0,0,0,0,,,0,,,,0,,18.75,0
+19/10/2008,0,0,0,0,0,0,,,0,,,,0,,18.55,0
+20/10/2008,0,0,0,0,0,0,,,0,,,,0,,17.95,0
+21/10/2008,4.2,2,2.6,1.2,0.8,1.2,,,0,,,,0,,17.7,0
+22/10/2008,0,0,0.2,0,0.2,0,,,0.8,,,,0,,19.2,0
+23/10/2008,0,0,0,0,0,0,,,0,,,,0,,17.9,0
+24/10/2008,0,0,0,0.2,0,0,,,0,,,,0,,19.35,0
+25/10/2008,0,0,0.4,0,0.2,0.2,,,0,,,,0.2,,18.65,0
+26/10/2008,0,0,0,0,0,0,,,0.2,,,,0,,18.3,0
+27/10/2008,1.4,2.2,2.4,7.4,1.6,8.4,,,0,,,,0,,14.75,0
+28/10/2008,25,27.2,29.2,47.6,27.2,55.8,,,3.2,,,,3.4,,16.25,0
+29/10/2008,2.8,1.6,4.2,21.2,2.8,24,,,23.2,,,,20.6,,20.1,0
+30/10/2008,4.6,7,6.4,15.4,5.2,16,,,27.8,,,,28,,14.6,0
+31/10/2008,35.4,33.6,28.4,43,19.6,54.6,,,0.4,,,,2.6,,16.35,0
+01/11/2008,7,7.6,6.8,9.8,6.8,9.6,,,11.2,,,,11.8,,17.55,0
+02/11/2008,0.2,0,0,0,0,0,,,0,,,,0.2,,18.15,0
+03/11/2008,1.6,1,4.8,1.6,4.2,2,,,0,,,,0,,16.9,0
+04/11/2008,19.6,21,20.2,26.2,21,24.8,,,17,,,,5.8,,15.9,0
+05/11/2008,0,0,0.2,0,0.2,0,,,19.6,,,,15.8,,16.7,0
+06/11/2008,1,5.8,3,13.4,6.4,1.4,,,0,,,,0,,14.4,0
+07/11/2008,1.2,0.4,0.4,0.8,0.2,0.2,,,0.4,,,,3.4,,13.6,0
+08/11/2008,0,0.2,0,0,0,0,,,0.6,,,,0,,14.9,0
+09/11/2008,0,0,0,0,0,0,,,0,,,,0,,13.25,0
+10/11/2008,0.2,0,0.2,0,0,0,,,0,,,,0,,12.4,0
+11/11/2008,6.4,3.4,2.4,3.8,4,3,,,0.2,,,,0,,9.05,0
+12/11/2008,12.6,13.2,2.4,25.4,2,26.4,,,2.4,,,,0.2,,14.75,0
+13/11/2008,27.8,25.6,34.6,25.6,33.4,29,,,21.8,,,,18.8,,13.45,0
+14/11/2008,0.6,0,4,1.8,0.6,0.6,,,1.8,,,,9.4,,14,0
+15/11/2008,0,0,0,0,0,0,,,0.2,,,,2.6,,14.3,0
+16/11/2008,0,0,0,0,0,0,,,0,,,,0,,14.35,0
+17/11/2008,0,0,0,0,0,0,,,0,,,,0,,11.75,0
+18/11/2008,0,0,0,0,0,0,,,0,,,,0,,9.4,0
+19/11/2008,0,0,0,0,0,0,,,0,,,,0,,10.35,0
+20/11/2008,0,0,0,0,0.2,0,,,0,,,,0,,10.3,0
+21/11/2008,1,0,0.6,0,0.4,0,,,5.4,,,,0.6,,13.95,0
+22/11/2008,0,0,0,0,0,0,,,1,,,,1.2,,7.6,0
+23/11/2008,0,0,0,0,0,0,,,0,,,,0,,6.2,0
+24/11/2008,17.6,15.8,14.6,12.6,14.8,15.8,,,5.4,,,,3.2,,4.9,0
+25/11/2008,4.6,2.8,2,12.2,2.2,9,,,15,,,,20.2,,7.05,0
+26/11/2008,0,0,0,0,0,0,,,0,,,,0.2,,8.45,0
+27/11/2008,0,0,0,0,0,0,,,0.2,,,,0,,7.6,0
+28/11/2008,34.8,31.8,29.4,40.2,28.2,40.8,,,3,,,,2.6,,8.35,0
+29/11/2008,10,11,9.6,28.6,8.6,23.4,,,26.8,,,,23.8,,10.55,0
+30/11/2008,42.8,48,35.8,59.6,37.6,71.6,,,17.2,,,,34.6,,10.5,0
+01/12/2008,23.6,33.4,27,42.4,27.2,49.8,,,19.8,,,,23.6,,10.2,0
+02/12/2008,11.6,8.6,8.2,11.4,9.6,16.8,,,9.2,,,,10.2,,6.8,0
+03/12/2008,0,0,0.4,0,0,0,,,16.8,,,,8.4,,4.5,0
+04/12/2008,5,3,2.8,4.8,2.8,4.2,,,0.2,,,,0,,5.55,0
+05/12/2008,29.2,47.4,27,62.8,28.4,82.2,,,7,,,,14.4,,10.5,0
+06/12/2008,3.6,4.6,4.8,3.6,1,4.6,,,22.6,,,,33.8,,10.45,0
+07/12/2008,0.2,0,0.4,0.2,0.4,0,,,0.2,,,,0.6,,5.95,0
+08/12/2008,0,0,0,0,0.2,0,,,0.2,,,,0,,5.8,0
+09/12/2008,0,0,0,0,0.6,0,,,0,,,,0.4,,3.4,0
+10/12/2008,13,21.6,17.4,25.6,18.8,30.2,,,3.4,,,,9,,9.5,0
+11/12/2008,13.4,11.2,11.8,11.6,13.4,13,,,31,,,,62,,11.15,0
+12/12/2008,7.8,4,3.4,4,6,3.8,,,6.6,,,,10,,10.1,0
+13/12/2008,6.2,2.2,2,4.6,3.2,4.2,,,1.8,,,,0.4,,11,0
+14/12/2008,0.2,0.6,0.2,0.6,0.4,0.2,,,2.4,,,,3.2,,11.4,0
+15/12/2008,12.2,10.2,6.4,14.6,7.4,17.2,,,10,,,,0.6,,11.05,0
+16/12/2008,7,6,3.4,8.2,3,9.8,,,8.6,,,,6.2,,9.2,0
+17/12/2008,0.2,0.2,0.2,0.2,0.4,0.2,,,6.2,,,,8.8,,8.3,0
+18/12/2008,1.2,0,5.4,3.6,1,2.6,,,0.4,,,,0,,6,0
+19/12/2008,0,0.2,0.2,0,0.2,0,,,0,,,,7.2,,8.4,0
+20/12/2008,0.2,0,0.2,0,0.2,0,,,0,,,,0,,7.45,0
+21/12/2008,0,0,0,0,0.4,0,,,0,,,,0.2,,6.9,0
+22/12/2008,0.2,0,0.2,0,0.2,0,,,0.4,,,,0.2,,6.3,0
+23/12/2008,0.2,0,0.4,0,0.6,0,,,0,,,,0,,8.1,0
+24/12/2008,0.4,0.2,0.2,0,0.2,0.2,,,0.2,,,,0.2,,4.95,0
+25/12/2008,0.2,0.2,0,0,0,0,,,0.2,,,,0,,7.55,0
+26/12/2008,0,0,3.2,0.2,0.4,0,,,0,,,,1,,6.65,0
+27/12/2008,0,0,0,0,0,0,,,0,,,,0,,3.75,0
+28/12/2008,0,0,0,0,0.2,0.2,,,0,,,,0,,3.55,0
+29/12/2008,0,0,1.8,0.2,0,0,,,0,,,,0.6,,6.05,0
+30/12/2008,0,0,0,0,0,0,,,0,,,,0,,5.1,0
+31/12/2008,2.2,3.4,2.8,5.6,0,6,,,0,,,,0,,3.4,0
+01/01/2009,13.2,11.8,10.4,12.8,11.6,15.2,,,14.8,,,,11.6,,6.35,1.58
+02/01/2009,0,0,0,0,0.4,0,,,5.6,,,,7,,5.45,1.84
+03/01/2009,0,0,0.2,0,0,0,,,0,,,,0,,4,1.84
+04/01/2009,0,0,0,0,0,0,,,0.2,,,,0,,3.9,1.76
+05/01/2009,0,0,0,0,0,0,,,0,,,,0,,2.35,1.54
+06/01/2009,0,0,0,0,0,0,,,0,,,,0,,4.05,1.56
+07/01/2009,18.8,12.4,13.8,16.4,14.6,18.4,,,0.2,,,,0.6,,6.6,1.59
+08/01/2009,0,0,0,0,0.2,0.2,,,6.6,,,,16.4,,8.3,1.73
+09/01/2009,0,0,0,0,0,0,,,0,,,,0,,6,1.65
+10/01/2009,0,0,0,0,0,0,,,0,,,,0,,6.2,1.74
+11/01/2009,0,0,0,0,0,0,,,0.2,,,,0,,8.7,1.7
+12/01/2009,0,0,0,0,0,0,,,0,,,,0,,7.85,1.56
+13/01/2009,2.2,0,0.8,0,0.2,0,,,0,,,,0,,8.15,1.39
+14/01/2009,8.8,2.4,7,4.2,6.6,3.6,,,2,,,,2,,7.55,1.55
+15/01/2009,1.2,0.6,0.6,0.2,0.6,0.8,,,1.4,,,,2.6,,8.8,1.61
+16/01/2009,0,0,0,0,0.2,0,,,0.2,,,,0,,8.8,1.57
+17/01/2009,0,0,0.2,0,0.2,0.2,,,0.2,,,,0,,5.65,1.46
+18/01/2009,8.6,5,4.8,10.2,7.2,13.8,,,0,,,,0.4,,10.55,1.43
+19/01/2009,7.2,2,6.4,13.8,7.2,10.8,,,4.2,,,,9.2,,11.7,1.48
+20/01/2009,21.4,12,13.4,40.8,17.2,58.8,,,0,,,,3.6,,12.9,1.8
+21/01/2009,4,3.4,3.6,3.2,3.6,4.2,,,9.6,,,,12,,10.4,2.2
+22/01/2009,0,0,0,0,0.2,0,,,0.6,,,,1.4,,7.7,2.34
+23/01/2009,10.2,7.6,6.8,8,10,8,,,0,,,,0,,5.05,2
+24/01/2009,20,17.8,14.6,18,15.4,19.4,,,5.8,,,,10.6,,7.9,2.32
+25/01/2009,0,0,0.2,0,0,0,,,13,,,,18.2,,8.3,2.74
+26/01/2009,10.6,9,9.8,11,11.2,10.4,,,0,,,,0.2,,6.2,2.62
+27/01/2009,0,0.6,0.4,0,0.4,1.2,,,11.2,,,,9.4,,6.9,2.63
+28/01/2009,0,0,1.4,0.8,0,0.6,,,0,,,,0,,8.8,2.41
+29/01/2009,0,0,0,0,0,0,,,0,,,,0,,7.15,2.1
+30/01/2009,0,0,0,0,0,0,,,0,,,,0,,7.75,1.82
+31/01/2009,0,0,0,0,0.2,0,,,0,,,,0,,6.9,1.67
+01/02/2009,5.4,2.4,2,2,3,3.8,,,1.6,,,,0,,4.65,1.8
+02/02/2009,38.2,36.8,35.6,44.2,36.4,52.2,,,4,,,,2.2,,8.45,1.89
+03/02/2009,14.8,11,8,13,11.6,16.4,,,16.6,,,,36,,9.2,3.24
+04/02/2009,0.2,0.2,0.2,0.2,0.4,0.2,,,12.6,,,,9,,7.7,3.31
+05/02/2009,19.4,10.8,21.4,19.2,15.8,19.2,,,0.8,,,,3.8,,12.1,2.76
+06/02/2009,9.4,6.2,10.4,13,11.6,13.6,,,5.8,,,,7,,12.5,2.93
+07/02/2009,11,7.4,8,12,11.4,11.6,,,13.4,,,,20,,11.65,3.42
+08/02/2009,2.4,0.4,5.6,4.6,4.4,3.4,,,6.6,,,,5.8,,7.35,3.36
+09/02/2009,0,0.2,0,0,0.2,0.2,,,2.8,,,,3.4,,10.25,2.81
+10/02/2009,7.2,6.2,6.6,14.4,6,16.8,,,0.2,,,,0.8,,10.65,2.62
+11/02/2009,0,0,0,0,0,0,,,1.4,,,,4.4,,8.05,2.51
+12/02/2009,0,0,0,0,0,0,,,0.2,,,,1.2,,5.95,2.19
+13/02/2009,0,0,0,0,0,0,,,0,,,,0,,3.9,2.12
+14/02/2009,0,0,0,0,0,0,,,0,,,,0,,2.55,1.84
+15/02/2009,0,0,0,0,0,0,,,0,,,,0,,3.6,1.75
+16/02/2009,0,0,0,0,0,0,,,0,,,,0,,3.1,1.98
+17/02/2009,0,0,0,0,0,0,,,0,,,,0,,4.45,1.79
+18/02/2009,0,0,0,0,0,0,,,7,,,,1,,4.05,1.79
+19/02/2009,0,0,0,0,0,0,,,0,,,,0,,2.95,1.67
+20/02/2009,0,0,0,0,0,0,,,0,,,,0,,4.7,1.67
+21/02/2009,0,0,0,0,0,0,,,0,,,,0,,8.05,1.64
+22/02/2009,0,0,0,0,0,0,,,0,,,,0,,6.65,1.57
+23/02/2009,0,0,0,0,0,0,,,0,,,,0,,8.75,1.48
+24/02/2009,0.2,0,0.6,0.2,0,1.8,,,0,,,,0,,9,1.37
+25/02/2009,0,0,0,1.4,0,0.2,,,0,,,,0.2,,8.05,1.49
+26/02/2009,0,0,0,0,0,0,,,0,,,,0,,7.3,1.46
+27/02/2009,0,0,0,0,0,0,,,0.2,,,,0,,10.75,1.49
+28/02/2009,0.2,0,0,0,0.2,0,,,0,,,,0,,11,1.51
+01/03/2009,5.2,3.6,3,5.6,2.2,7.4,,,0,,,,0,,9.4,1.45
+02/03/2009,3.4,2.4,3.8,2.8,2,2.8,,,6.8,,,,7.6,,11.85,1.54
+03/03/2009,5.6,0.6,2.6,1,7,1.2,,,2.8,,,,4.2,,11.25,1.64
+04/03/2009,40.4,34.4,32.4,36.2,37.6,40.8,,,16.6,,,,1.8,,10.45,2.26
+05/03/2009,24.8,17.2,14,19.6,12.8,21.8,,,40.2,,,,41.2,,9.55,4.15
+06/03/2009,0,0.2,0.4,0,0,0,,,11,,,,9.4,,9.85,3.47
+07/03/2009,0,0,0,0,0,0,,,0,,,,0,,11,2.59
+08/03/2009,0,0,0,0,0,0,,,0,,,,0,,10.35,2.39
+09/03/2009,0,0,0,0,0,0,,,0,,,,0,,12.25,2.3
+10/03/2009,0.6,0.2,0.2,0,0.4,0.2,,,0,,,,0,,9.35,1.84
+11/03/2009,0,0,0,0,0.2,0.2,,,0.4,,,,0,,12.75,1.76
+12/03/2009,0,0,0,0,0,0,,,0,,,,0,,10.45,1.73
+13/03/2009,0,0,0,0,0,0,,,0,,,,0,,9.9,1.84
+14/03/2009,0,0,0,0,0,0,,,0,,,,0,,11.5,1.7
+15/03/2009,0,0,0,0,0,0,,,0,,,,0,,13.7,1.54
+16/03/2009,0,0,0,0,0,0,,,0,,,,0,,14.15,1.68
+17/03/2009,0,0,0,0,0,0,,,0,,,,0,,13.45,1.56
+18/03/2009,0,0,0,0,0,0,,,0,,,,0,,13.55,1.54
+19/03/2009,4.2,0,0.2,1.6,0,2,,,0,,,,0,,13.45,1.59
+20/03/2009,0.6,0,1.8,0.8,0.2,0.4,,,0.6,,,,3.8,,7.45,1.56
+21/03/2009,0,0,0,0,0,0,,,0,,,,0.4,,7.45,1.54
+22/03/2009,0,0,0,0,0,0,,,0,,,,2.8,,10.3,1.38
+23/03/2009,0,0,0,0,0,0,,,0,,,,0,,9.95,1.58
+24/03/2009,2.6,0.4,6.2,3.6,2,2.6,,,0,,,,0,,9.9,1.54
+25/03/2009,0,0,0,0,0.2,0,,,12.6,,,,6.2,,8.55,1.46
+26/03/2009,0,0,0,0,0,0,,,0,,,,0,,12.8,1.45
+27/03/2009,0,0,0,0.8,0,0.8,,,0,,,,0,,11.1,1.47
+28/03/2009,10.6,7,8,8.6,8.6,11,,,0,,,,0,,12.5,1.58
+29/03/2009,77.8,70,54.6,74.6,56,79.4,,,12.6,,,,9.2,,13.85,2.13
+30/03/2009,4.2,1.8,1.4,7.8,1,8.6,,,10.4,,,,36,,16.65,2.83
+31/03/2009,16.4,12.6,9,20.4,10.4,23.4,,,0,,,,0,,14.25,2.58
+01/04/2009,9,7.6,3.8,7.8,8,8.2,,,11.2,,,,2.4,,15.2,2.47
+02/04/2009,10.8,7.6,11.6,8,7.4,18.4,,,12.8,,,,14.8,,15.95,2.38
+03/04/2009,0.2,0,0,1,0.2,0.8,,,0,,,,0.2,,14.45,2.36
+04/04/2009,0,0,0,0,0,0.2,,,0,,,,0,,13.45,2.27
+05/04/2009,0,0,0,0,0,0,,,0,,,,0,,15.65,2.18
+06/04/2009,0,0,0.2,0.2,0.2,0,,,0.4,,,,0,,16.5,2.04
+07/04/2009,0,0,0,0,0,0,,,0,,,,0,,17.2,1.54
+08/04/2009,0,0,0,0,0,0,,,0,,,,0,,15.05,1.66
+09/04/2009,0,0,0,0,0,0,,,0,,,,0,,17.7,1.84
+10/04/2009,2.2,0.2,1,0,2.6,0.8,,,0,,,,0,,18.3,1.86
+11/04/2009,0.6,0,0,0,0,1.6,,,7.2,,,,2,,18.45,1.86
+12/04/2009,0,0,0,0,0,0,,,0,,,,0,,17.8,1.65
+13/04/2009,0,0,0,0,0,0,,,0,,,,0,,19.55,1.59
+14/04/2009,0,0,0,0,0,0,,,0,,,,0,,19.1,1.56
+15/04/2009,0,0,0,0,0,0,,,0,,,,0,,18.05,1.51
+16/04/2009,12.6,4.4,5,10.4,6.2,11.8,,,0,,,,0,,14.7,1.54
+17/04/2009,4.4,2.8,1,3.2,3.4,4,,,5.2,,,,3.6,,15.9,1.45
+18/04/2009,12.6,2.6,5.6,9.6,7.4,7.8,,,0,,,,1,,14.7,1.38
+19/04/2009,5.4,4,7.2,12.2,4.4,13,,,2.4,,,,3.6,,15.05,1.4
+20/04/2009,0.4,0.6,0.2,0,1.6,0.2,,,2.2,,,,5.8,,16.55,1.93
+21/04/2009,0,0,1.8,0.6,0,0.6,,,0,,,,0,,17.2,1.67
+22/04/2009,0,0,0.2,0,0,0,,,0,,,,8.2,,17.5,1.64
+23/04/2009,12.2,0,1.2,0,5.8,0,,,0,,,,0,,17.1,1.77
+24/04/2009,0.2,0,0,0,0,0,,,3.4,,,,9.4,,15.85,1.65
+25/04/2009,0,0,0,0,0,0,,,0,,,,0,,16.4,1.43
+26/04/2009,7.4,5.8,6.6,9.2,7.2,9.6,,,0,,,,0,,14.4,1.5
+27/04/2009,1.4,0.4,4,2.6,1,3.2,,,2.6,,,,2.6,,16.65,1.72
+28/04/2009,2.8,0.2,6.4,5.2,2.6,4,,,0.4,,,,7.2,,17.2,1.29
+29/04/2009,5.8,5.8,6.4,5.6,11,5.2,,,0.4,,,,2.6,,13.55,1.41
+30/04/2009,0,0,1.6,0,1,0.4,,,2.2,,,,5.6,,13.95,1.64
+01/05/2009,0,0,0,0,0.2,0,,,1.4,,,,0.2,,16.8,1.5
+02/05/2009,3.8,0.2,6.8,2.8,4.4,2.8,,,0,,,,0,,18.95,1.84
+03/05/2009,0.2,0,0.2,0.2,0.2,0,,,15.4,,,,3,,15.85,1.65
+04/05/2009,0,0,0.4,1.2,0.2,0.4,,,0,,,,0,,17.55,1.65
+05/05/2009,0,0,0.6,0.2,0.2,0,,,8,,,,2.8,,17.1,1.54
+06/05/2009,0,0,0,0,0,0,,,0,,,,0,,16.5,1.42
+07/05/2009,0,0,0,0,0,0,,,0,,,,0,,18.3,1.36
+08/05/2009,0,0,0,0,0,0,,,0,,,,0,,18.05,1.33
+09/05/2009,0,0,0,0,0,0,,,0,,,,0,,19.45,1.34
+10/05/2009,0,0,0,0,0,0,,,0,,,,0,,20.1,1.24
+11/05/2009,0,0,0,0,0,0,,,0,,,,0,,20.45,1.24
+12/05/2009,0,0,0,0,0,0,,,0,,,,0,,21.6,1.34
+13/05/2009,0,0,0,0,0,0,,,0,,,,0,,22.25,1.23
+14/05/2009,0,0,0,0,0,0,,,0,,,,0,,20.85,1.14
+15/05/2009,0,0,0,0,0,0,,,0,,,,0,,19.9,1.29
+16/05/2009,0.2,0,0,0,0,0,,,0.2,,,,0,,22.2,1.43
+17/05/2009,0,0,0,0,0,0,,,0.2,,,,0,,23.85,1.28
+18/05/2009,0,0,0,0,0,0,,,0,,,,1,,23.05,1.37
+19/05/2009,0,0,0,0,0,0,,,0,,,,0,,21.4,1.12
+20/05/2009,0,0,0,0,0,0,,,0,,,,0,,23.15,1.09
+21/05/2009,0,0,0,0,0,0,,,0,,,,0,,24.7,1.09
+22/05/2009,0,0,0,0,0,0,,,0,,,,0,,23.75,1.08
+23/05/2009,0,0,0,0,0,0,,,0,,,,0,,25.15,1.08
+24/05/2009,0,0,0,0,0,0,,,0,,,,0,,25.9,1.06
+25/05/2009,0,0,0,0,0,0,,,0,,,,0,,26.9,1.06
+26/05/2009,0,0,0,0,0,0,,,0,,,,0,,26.7,1.05
+27/05/2009,1,0,0.6,0.4,0,0.6,,,0,,,,0,,24.85,1.03
+28/05/2009,0,0,0,0,0,0,,,0.2,,,,15.8,,22.65,1.04
+29/05/2009,0,0,1,1.4,1.6,4.2,,,0,,,,0,,21.3,1.03
+30/05/2009,0,0,0,0,0.2,0,,,1,,,,1.2,,20.05,1.02
+31/05/2009,7.4,3.8,5.4,4,6.4,3.8,,,0.6,,,,0.2,,18,1.05
+01/06/2009,17,7.8,2.6,9.8,5.4,3.6,,,19.8,,,,13.4,,17,1.19
+02/06/2009,0,0,0.2,0,0,0,,,9.8,,,,10.2,,21.15,1.19
+03/06/2009,0,0,0,0,0,0,,,0,,,,0,,20.35,1.33
+04/06/2009,0,0,0,0,0,0,,,0,,,,0,,22.45,1.19
+05/06/2009,0,0,0,0,0,0,,,0,,,,0,,21.95,1.15
+06/06/2009,0,0,0.4,0,0,1.6,,,0,,,,0.4,,22.85,1.07
+07/06/2009,8.8,2.6,6.4,4.4,3,1.6,,,9.2,,,,1,,20.65,1.2
+08/06/2009,0.2,0,0,0,0,0,,,9.2,,,,12.4,,21.2,1.15
+09/06/2009,0,0,0,0,0,0,,,0,,,,0,,21.4,1.11
+10/06/2009,0,0,0,0,0,0,,,0,,,,0,,21.75,1.16
+11/06/2009,0,0,0,0,0,0,,,0,,,,0,,22,1.14
+12/06/2009,0,0,0,0,0,0,,,0,,,,0,,24.8,1.03
+13/06/2009,0,0,0,0,0,0,,,0,,,,0,,25.2,1.09
+14/06/2009,0,0,0,0,0,0,,,0,,,,0,,25.8,1.01
+15/06/2009,0,0,0,0,0,0,,,0,,,,0,,26.5,1.01
+16/06/2009,0,0,0,0,0,0,,,0,,,,0,,25.8,1
+17/06/2009,0,0,0,0,0,0,,,0,,,,0,,25.9,1
+18/06/2009,0,0,0,0,0,0,,,0,,,,0,,27.15,0.99
+19/06/2009,0,0,0,0,0,0,,,0,,,,0,,25.75,1.15
+20/06/2009,0,0,0,0.8,0,1,,,0,,,,0,,24.1,1.11
+21/06/2009,3,0,4,1.8,3.2,2.8,,,0,,,,0.6,,19.55,0.99
+22/06/2009,1,0,1.8,0,5.2,2,,,0,,,,0,,19.85,1
+23/06/2009,0.2,0,0,0,0,0,,,8.8,,,,0.2,,19.85,1.04
+24/06/2009,0,0,0,0,0,0,,,0.4,,,,0.2,,20.85,1
+25/06/2009,0,0,0,0,0,0,,,0,,,,0,,22.7,0.99
+26/06/2009,0.2,0,0.8,2,0,0,,,0,,,,0,,21.8,1.01
+27/06/2009,1.8,2.4,17.6,2.2,3.2,1.6,,,19.8,,,,2.8,,23.3,1.07
+28/06/2009,0.8,0,0,0,0,0,,,16.4,,,,6.6,,24.05,1.07
+29/06/2009,0.2,0.2,0,11.8,0.4,3,,,0,,,,0,,25.35,1.03
+30/06/2009,0,0,0,0,0,0,,,0,,,,0,,26.6,1.03
+01/07/2009,0,0,0,0,0.2,0,,,0,,,,0,,26.35,1.08
+02/07/2009,3.6,0,4.4,7.2,0.2,6.8,,,0.2,,,,0,,26.35,1.08
+03/07/2009,0,0,0,0,0,0,,,3.8,,,,28.4,,26.5,1.14
+04/07/2009,0,0,0,0,0,0,,,0,,,,0,,26.8,1.06
+05/07/2009,0,0,0.2,0,1,0,,,3,,,,0.4,,27.95,1.03
+06/07/2009,9.4,11.2,2.4,25.2,4.4,24,,,6.8,,,,5.8,,26.45,1.34
+07/07/2009,0,0,0,0,0,0,,,2,,,,0.4,,25.35,1.13
+08/07/2009,0,0,0,0,0,0,,,0,,,,0,,24.9,1.05
+09/07/2009,0,0,0,0,0,0,,,0,,,,0,,24.15,0.99
+10/07/2009,0,0,1.8,2.6,0.2,1.4,,,0,,,,0,,23.05,0.99
+11/07/2009,0.6,0,0.2,0.6,2.2,4.2,,,0,,,,0,,23.55,0.99
+12/07/2009,0,0,0,0,0,0,,,0,,,,10.6,,23.65,1.01
+13/07/2009,0,0,0,0,0,0,,,0,,,,0,,25.35,1
+14/07/2009,0,0,0,0,0,0,,,0,,,,0,,28.65,0.99
+15/07/2009,0,0,0,0,0,0,,,0,,,,0,,28.6,0.97
+16/07/2009,0,0,0,0,0,0,,,0,,,,0,,29.35,0.96
+17/07/2009,0,0,0,0,0,0,,,0,,,,0,,29.5,0.96
+18/07/2009,0,0,0,0,0,0,,,6.2,,,,3.4,,23.4,0.96
+19/07/2009,0,0,0,0,0,0,,,0,,,,0,,23.4,0.97
+20/07/2009,0,0,0,0,0,0,,,0,,,,0,,23.35,0.97
+21/07/2009,0,0,0,0,0,0,,,0,,,,0,,24.8,0.98
+22/07/2009,0,0,0,0,0,0,,,0,,,,0,,27.2,0.97
+23/07/2009,0,0,0,0,0,0,,,0,,,,0,,29.15,0.96
+24/07/2009,0,0,0,0,0,0,,,0,,,,0,,28.7,0.95
+25/07/2009,0,0,0,0,0,0,,,0,,,,0,,27.8,0.96
+26/07/2009,0,0,0,0,0,0,,,0,,,,0,,27.2,0.96
+27/07/2009,0,0,0,0,0,0,,,0,,,,0,,27.75,0.96
+28/07/2009,0,0,0,0,0,0,,,0,,,,0,,27.3,0.96
+29/07/2009,0,0,0,0,0,0,,,0,,,,0,,28.75,0.97
+30/07/2009,0,0,0,0,0,0,,,0,,,,0,,29.05,0.96
+31/07/2009,0,0,0,0,0,0,,,0,,,,0,,27.9,0.97
+01/08/2009,0,0,0,0,0,0,,,0,,,,0,,27.75,0.96
+02/08/2009,0,0,0,0,0,0,,,0,,,,0,,26.6,0.97
+03/08/2009,2.8,3.6,4,0,6.2,1,,,0,,,,0,,24.95,1.01
+04/08/2009,0,0.2,0.6,0,0.4,0,,,15.8,,,,3.2,,24.35,1.02
+05/08/2009,0,0,0,0,0,0,,,0,,,,0,,25.25,1
+06/08/2009,0,0,0,0,0,0,,,0,,,,0,,26.9,0.99
+07/08/2009,0,0,0,0,0,0,,,0,,,,0,,27.9,0.99
+08/08/2009,4,0,0,0.2,0.2,1.4,,,0,,,,0,,27.85,0.99
+09/08/2009,2.2,1,11.6,0,12,2.8,,,2.4,,,,1.6,,27.45,1.01
+10/08/2009,0,0,0,0,0,0,,,0,,,,0,,26.7,1.02
+11/08/2009,0,0,0,0,0,0,,,0,,,,6,,27.4,1.02
+12/08/2009,0,0,0,0,0,4.8,,,0.2,,,,0,,28.55,1.01
+13/08/2009,0,0,0,0,0,0,,,0,,,,0,,28.2,1.01
+14/08/2009,0,0,0,0,0,0,,,6.4,,,,6.4,,27.2,1
+15/08/2009,0,0,0,0,0,0,,,0,,,,0,,28.8,1
+16/08/2009,0,0,0,0,0,0,,,0,,,,0,,28.15,1
+17/08/2009,1.2,5.4,0.4,0,7.8,3.4,,,0,,,,0,,28.8,1
+18/08/2009,0,0,0,0,0,0,,,0,,,,3,,29.8,1.01
+19/08/2009,0,0,0,0,0,0,,,0,,,,0,,30.8,1.24
+20/08/2009,0,0,0,0,0,0,,,0,,,,0,,31,1.06
+21/08/2009,0,0,0,0,0,0,,,0,,,,0,,29.45,0.99
+22/08/2009,0,0,0,0,0,0,,,0,,,,0,,27.55,0.98
+23/08/2009,0,0,0,0,0,0,,,0,,,,0,,28.25,0.99
+24/08/2009,0,0,0,0,0,0,,,0,,,,0,,28.75,0.98
+25/08/2009,0,0,0,0,0,0,,,0,,,,0,,28.7,0.99
+26/08/2009,0,0,0,0,0,0,,,0,,,,0,,29.1,0.99
+27/08/2009,0,0,0,0,0.4,0,,,0,,,,0,,28.85,0.98
+28/08/2009,0,0,0,0,0,0,,,3,,,,0,,28.4,0.99
+29/08/2009,0,0,0,0,0,0,,,0,,,,2.4,,27.65,0.98
+30/08/2009,0,0,0,0,0,0,,,0,,,,0,,25.6,0.98
+31/08/2009,0,0,0,0,0,0,,,0,,,,0,,26.45,0.98
+01/09/2009,0,0,0,0,0,0,,,0,,,,0,,26.95,1
+02/09/2009,0,0,0,0,0,0,,,0,,,,0,,27.15,1
+03/09/2009,0,0,0,0,0,0,,,0,,,,0,,26.4,1.02
+04/09/2009,0,0,0,0,0,0.2,,,0,,,,0,,27.1,1.01
+05/09/2009,0,0,0,0,0,0,,,0,,,,0,,26.35,0.99
+06/09/2009,0,0,0,0,0,0,,,0,,,,0,,22.65,0.97
+07/09/2009,0,0,0,0,0,0,,,0,,,,0,,22.55,0.97
+08/09/2009,0,0,0,0,0,0,,,0,,,,0,,20.45,0.97
+09/09/2009,0,0,0,0,0,0,,,0,,,,0,,20.6,0.98
+10/09/2009,0,0,0,0,0,0,,,0,,,,0,,21.95,0.99
+11/09/2009,0,0,0,0,0,0,,,0,,,,0.2,,22,0.99
+12/09/2009,0,0,0.8,0,2,0,,,0,,,,0.8,,22.3,0.99
+13/09/2009,0.4,0,0,0,0,0,,,0,,,,0,,24.15,0.99
+14/09/2009,26.4,20,19,0.2,13.6,41.4,,,1.6,,,,0,,18.05,1.02
+15/09/2009,1,0,0.2,1,0.2,6.4,,,23.8,,,,13.6,,21,1.07
+16/09/2009,12.6,11.4,11.8,19,11.8,30.2,,,4.6,,,,12.2,,21.75,1.04
+17/09/2009,0.8,0.2,0.4,12.6,1,20,,,0.6,,,,1.4,,21.35,1.06
+18/09/2009,0.2,0,0.2,0,0,0,,,0.6,,,,3.2,,21.35,1.03
+19/09/2009,0,0,2.8,0,0.2,0,,,0,,,,0,,22.55,1.01
+20/09/2009,31.2,8.4,24,18.8,13.8,26.4,,,7.6,,,,0,,19.95,1.09
+21/09/2009,0.6,0.8,0.6,2,2.2,5.6,,,17.4,,,,18.6,,20.9,1.12
+22/09/2009,0,0,0,0,0,0,,,0,,,,0,,23.9,1.05
+23/09/2009,0,0,0,0,0,0.2,,,0,,,,0,,22.45,1.03
+24/09/2009,0,0,0,0,0,0,,,0,,,,0,,23,1.01
+25/09/2009,0,0,0,0,0,0,,,0,,,,0,,23,1
+26/09/2009,0,0,0,0,0,0,,,0,,,,0,,23.85,1
+27/09/2009,0,0,0,0,0,0,,,0,,,,0,,23.9,1
+28/09/2009,0,0,0,0,0,0,,,0,,,,0,,22.85,1
+29/09/2009,0,0,0,0,0,0.2,,,0,,,,0,,20.85,1
+30/09/2009,0,0,0,0,0,0,,,0,,,,0,,21.4,1
+01/10/2009,0,0,0,0,0,0,,,0,,,,0,,21.1,1.02
+02/10/2009,0,0,0,0,0,0.2,,,0,,,,0,,21.95,1.01
+03/10/2009,0,0,0,0,0,0,,,0,,,,0,,20.2,0.99
+04/10/2009,0.8,0,0.4,0,0,0.4,,,0,,,,0,,18.2,1
+05/10/2009,0,0,0.2,0,0,0.2,,,1.8,,,,0,,21.3,1.01
+06/10/2009,0,0,0,0,0,0,,,0,,,,0,,20.5,1.02
+07/10/2009,0,0,0,0,0,0.2,,,0,,,,0,,21.85,1.03
+08/10/2009,0,0,0,0,0,0.2,,,0,,,,0,,20.25,1.02
+09/10/2009,7.4,2,3,0,0,3.6,,,0,,,,0,,19.75,1.04
+10/10/2009,0.2,0.2,0.2,0,1.6,0,,,9.6,,,,16.2,,19.5,1.08
+11/10/2009,0,0,0,0,0,0,,,1.2,,,,0,,21.4,1.02
+12/10/2009,18.2,3.6,7.8,0,12.2,7.8,,,0,,,,0.2,,14.7,1.07
+13/10/2009,0,0,0,0,0,0,,,16.6,,,,12,,14.9,1.08
+14/10/2009,0,0,0,0,0,0,,,0,,,,0,,11.65,1.01
+15/10/2009,0,0,0,0,0,0,,,0,,,,0,,8.9,0.99
+16/10/2009,0,0,0,0,0,0,,,0,,,,0,,11.95,0.99
+17/10/2009,0,0,0,0,0,0,,,0,,,,0,,12.55,1.01
+18/10/2009,0,0,0,0,0,0,,,0,,,,0.4,,13,1
+19/10/2009,0,0,0,0,0,0,,,0,,,,0.2,,9.8,0.99
+20/10/2009,0,0,0,0,0,0,,,0,,,,0,,9.9,0.98
+21/10/2009,5.6,6.2,5,0,3.2,13.4,,,1.4,,,,1.4,,10.85,1.01
+22/10/2009,11.2,8,13.4,0,13.2,19,,,15.4,,,,25.8,,16.85,1.15
+23/10/2009,9,4.8,14.6,0,10.4,7.2,,,3.6,,,,2.4,,14.9,1.28
+24/10/2009,0,0.2,3,0,0.2,1.6,,,9,,,,14.6,,15.8,1.22
+25/10/2009,0,0,0,0,0,0,,,0,,,,0,,16.1,1.08
+26/10/2009,0,0,0,0,0,0,,,0,,,,0,,16.6,1.03
+27/10/2009,0,0,0,0,0,0.2,,,0.2,,,,0,,15.35,1
+28/10/2009,0,0,0,0,0.2,0.4,,,0,,,,0,,14.35,0.98
+29/10/2009,0,0,0,0,0,0.2,,,0.2,,,,0,,14.8,0.99
+30/10/2009,0,0,0,0,0.2,0.2,,,0,,,,0,,14,0.98
+31/10/2009,0,0,0,0,0,0,,,0.2,,,,0,,12.05,0.97
+01/11/2009,0,0,0,0,0,0.2,,,0,,,,0,,11.05,0.98
+02/11/2009,18.4,14.4,13.8,27.2,10.2,38.2,,,0,,,,0,,9.3,1.02
+03/11/2009,1,0.4,0.4,0.2,1.2,0.2,,,8.2,,,,11,,10.15,1.04
+04/11/2009,16.6,12.2,13.4,24.4,13.6,29,,,0,,,,0.2,,9.45,1.04
+05/11/2009,2.6,3.8,1,10.2,1.2,13.6,,,13.2,,,,12.6,,13.7,1.1
+06/11/2009,9,8.4,5,8.2,4,5.8,,,9.6,,,,10.6,,11,1.23
+07/11/2009,0.8,0.4,1.4,0.4,1.6,0.8,,,0,,,,0.2,,9,1.35
+08/11/2009,32.8,28.2,26.4,26.8,26.8,37.8,,,5.2,,,,8.2,,9.5,1.33
+09/11/2009,0.8,0.6,1,0.8,0.6,1.6,,,8.2,,,,17.8,,12.05,1.51
+10/11/2009,0.2,0.2,0,0,0,0,,,1,,,,3.4,,10,1.51
+11/11/2009,0,0,0,0,0.2,0.2,,,0,,,,0.2,,10.65,1.45
+12/11/2009,0.2,0,0.2,0,0.2,0,,,0.2,,,,0,,10.25,1.23
+13/11/2009,0.8,0,0,0.8,0,1.4,,,0,,,,0,,11.55,1.17
+14/11/2009,0.4,0.2,0.2,1.4,0,1.6,,,0,,,,0,,13.65,1.08
+15/11/2009,0,0.2,0.2,0.2,0,0.2,,,0,,,,0,,15.65,1.03
+16/11/2009,0,0,0,0,0,0,,,0,,,,0,,16.25,1.14
+17/11/2009,0,0,0.2,0,0.2,0.2,,,0.2,,,,0,,14.4,1.04
+18/11/2009,0,0,0,0,0,0,,,0.2,,,,0.2,,15.05,1.01
+19/11/2009,0.2,0,0.4,0.2,0.2,0.2,,,0.2,,,,0,,14.1,1
+20/11/2009,0,0,0,0,0.2,0.2,,,0.2,,,,0,,12.2,1
+21/11/2009,0,0,0,0,0.4,0,,,0.2,,,,0,,12.05,0.99
+22/11/2009,0,0,0,0.4,0,0.4,,,0.2,,,,0,,13.4,1.01
+23/11/2009,0,0,0,0.8,0,0.6,,,0,,,,0,,15.35,1.01
+24/11/2009,0,0,0,0,0,0,,,0.8,,,,0,,15.05,1
+25/11/2009,0,0,0,0,0,0,,,0,,,,0,,14,1
+26/11/2009,0,0,0,0,0,0,,,0,,,,0,,13.75,1
+27/11/2009,3.8,2.8,5.4,5,2,5.4,,,0,,,,0,,15.5,1
+28/11/2009,3.2,2.2,2.8,7.2,5.4,6,,,3.8,,,,12.4,,14.25,1.02
+29/11/2009,0.4,0,0.6,1.6,0.8,1.6,,,0,,,,0,,12.85,1.02
+30/11/2009,49.4,29.8,37.2,43.6,41.2,44.2,,,4.2,,,,9,,13.45,1.06
+01/12/2009,4.6,2.2,4.2,6,5.6,5.2,,,22.8,,,,33.4,,10.3,1.56
+02/12/2009,0.2,0.2,0.2,0,0.2,0,,,4.2,,,,0.8,,8.75,1.87
+03/12/2009,0.2,0.2,0.2,0,0.2,0,,,0.2,,,,0,,5.8,1.72
+04/12/2009,34.4,28,24.6,29,32.2,23.8,,,10.8,,,,15.2,,7.4,1.51
+05/12/2009,0,0,0,0,0,0,,,13.2,,,,10.8,,9.75,1.54
+06/12/2009,0.4,0,0.2,0,0,0,,,0,,,,0,,6.05,1.78
+07/12/2009,5.6,3.8,5.2,13.8,4.2,14.8,,,1,,,,0,,10.95,1.91
+08/12/2009,15,8.2,9.4,17.6,13.2,19.4,,,0.2,,,,1,,11.9,1.45
+09/12/2009,0,0,0,0,0.2,0,,,0.6,,,,3.4,,8.65,1.21
+10/12/2009,0,0,0,0,0.2,0,,,0.2,,,,0.2,,7,1.13
+11/12/2009,0,0,0,0,0.2,0,,,0,,,,0,,7.35,1.1
+12/12/2009,0,0,0,0,0,0,,,0.2,,,,0,,7.15,1.08
+13/12/2009,1.6,0,1,0,0,0.4,,,0.2,,,,0,,7.1,1.08
+14/12/2009,0.6,0,0.6,0,0.2,0,,,0.4,,,,2.6,,5.5,1.07
+15/12/2009,0,0,0,0,0,0,,,0,,,,0,,3.6,1.05
+16/12/2009,0,0,0,0,0,0,,,0,,,,0,,4.15,1.04
+17/12/2009,6,0.8,2.8,0.8,4,1.4,,,1.4,,,,0,,3.1,1.14
+18/12/2009,0,0.4,0.2,0.2,0.6,0,,,5,,,,4.4,,3,1.1
+19/12/2009,0.4,0,0,0,0.4,0,,,1.6,,,,0,,-1.4,1.06
+20/12/2009,7.6,0,7,6.8,0,0,,,3.4,,,,0.6,,-2.45,1.03
+21/12/2009,17.2,14.2,17.8,17.4,15.6,0,,,3.2,,,,0,,0.35,1.33
+22/12/2009,61.2,77,77.8,90.6,71.8,0,,,6.6,,,,41.2,,8.2,2.33
+23/12/2009,29.6,33.2,26.4,37.2,31.2,56,,,15.4,,,,69.4,,15.9,4.54
+24/12/2009,35.2,30,28.2,69.4,28.8,93,,,2.6,,,,10.8,,15.9,3.05
+25/12/2009,19.6,19,16.8,45.6,9.4,46,,,16.8,,,,47.2,,14.75,4.17
+26/12/2009,1.4,0.6,0.4,0,1,0.6,,,1.2,,,,7,,8.25,3.09
+27/12/2009,0,0,0,0,0,0,,,1.2,,,,1,,8.25,2.45
+28/12/2009,12,8.2,8.2,10.4,7.8,10.8,,,0,,,,0,,6.2,2.11
+29/12/2009,9.2,7.4,6,8.2,7,8.4,,,7.4,,,,4.2,,8.95,1.89
+30/12/2009,20.8,21.4,24.6,23.6,17.6,27.4,,,3.4,,,,7,,13.05,2.33
+31/12/2009,30.6,17.8,13.4,13.6,11,18.2,,,0.8,,,,2.6,,13.1,2.72
+01/01/2010,45.4,23.6,25,26.2,20,26,,,37.2,,,,63.2,,9.75,5.4
+02/01/2010,10.4,8,9,8.8,8.2,0,,,16,,,,22.8,,9.55,4.07
+03/01/2010,0,0,0,0,1.6,0,,,0.6,,,,5.2,,4.35,2.95
+04/01/2010,0,0,0,0,0,5.2,,,0.2,,,,0,,3.1,2.59
+05/01/2010,0.4,1.2,1.2,0.4,2.2,12.2,,,14.6,,,,6.4,,4,3.35
+06/01/2010,21.8,22,25.4,18.4,34.2,10.2,,,33.4,,,,56.2,,6.55,5.33
+07/01/2010,27.2,6.2,9.2,16.4,10.6,5.2,,,16.4,,,,15.8,,8.45,4.43
+08/01/2010,6.6,6,7,12.6,9.6,19.6,,,1.6,,,,6.6,,9.65,3.67
+09/01/2010,11.6,16.2,13.8,16.4,15.6,26.4,,,15.6,,,,32.8,,7.55,4.21
+10/01/2010,17.4,12.6,8.2,21,14,0,,,8.4,,,,11.4,,6.3,3.79
+11/01/2010,0,0,0,0,0,1,,,0,,,,0.2,,5.75,2.94
+12/01/2010,0.2,0,0,0.6,0,0,,,0.8,,,,0,,5.6,2.59
+13/01/2010,0,0,0.2,0,0,0,,,0,,,,0,,7.25,2.39
+14/01/2010,0,0,0,0,0,0,,,0,,,,0,,6.45,2.13
+15/01/2010,0,0,0,0,0.2,0,,,0,,,,0,,7.4,2.05
+16/01/2010,0,0,0,0,0,0,,,0,,,,0,,5.8,1.9
+17/01/2010,0,0,0,0,0,0,,,1,,,,0,,4.5,1.83
+18/01/2010,0,0,0,0,0,0,,,1.2,,,,2,,7.3,1.79
+19/01/2010,0,0,0,0,0,0.2,,,0,,,,0,,6.6,1.75
+20/01/2010,0.2,0,0.2,0,0.2,0,,,0,,,,0,,3.25,1.79
+21/01/2010,0,0,0,0,0.2,0,,,0.2,,,,0,,7,1.82
+22/01/2010,0,0,0,0,0,0,,,0,,,,0,,4.55,1.6
+23/01/2010,0,0,0,0,0,0,,,0,,,,0,,4.8,1.65
+24/01/2010,0,0,0,0,0,0.2,,,0,,,,0,,3.85,1.54
+25/01/2010,0,0,0,0,0.2,0,,,0.2,,,,0,,7.2,1.59
+26/01/2010,0,0,0,0,0,0,,,0,,,,0,,4.75,1.6
+27/01/2010,0,0,0.6,0,0,0,,,1.4,,,,0.6,,5,1.49
+28/01/2010,0,0,0,0.8,0,0,,,0,,,,0,,2.45,1.39
+29/01/2010,0,0,0,0,0,2.4,,,0,,,,0,,3.35,1.47
+30/01/2010,13.8,12.2,7.6,10.2,10.6,11,,,14.8,,,,7.8,,7.05,1.78
+31/01/2010,1.6,0.8,1.6,1.4,3.4,0,,,3.4,,,,8.4,,3.9,1.71
+01/02/2010,0,0,0,0,0,0,,,0,,,,0,,2.4,1.62
+02/02/2010,0,0,0,0,0,0,,,0,,,,0,,2.6,1.79
+03/02/2010,0,0,0,0,0,0,,,0,,,,0,,3.95,1.61
+04/02/2010,2,0.2,1,0.6,2.2,1.2,,,0.8,,,,0.6,,8.95,1.53
+05/02/2010,3.4,2.4,1.4,2.8,1.2,37.8,,,1.8,,,,1.8,,9.35,1.55
+06/02/2010,25.8,30.8,20.8,32,17.8,5.4,,,22,,,,32.6,,6.65,2.9
+07/02/2010,0.2,0.2,6,7,2,0.2,,,0.4,,,,2.6,,7.9,2.6
+08/02/2010,0,0,0,0,0,0,,,0,,,,0,,4.95,2.46
+09/02/2010,0,0,0,0,0,0,,,0,,,,0,,5.4,2.18
+10/02/2010,0,0,0.6,0,0,0,,,1.2,,,,0.6,,5.9,1.92
+11/02/2010,0,0,1,0,0.2,0,,,0.2,,,,0.6,,4.05,1.95
+12/02/2010,0.2,3.6,0.8,0,4.4,0,,,3,,,,1.2,,2.9,2.01
+13/02/2010,5.6,0,3.2,2.6,0,0.2,,,0,,,,7.6,,4.5,1.92
+14/02/2010,0,0,0,0,0,0,,,0,,,,0,,5.45,2.19
+15/02/2010,0.2,0,0,0,0,0,,,0,,,,0,,7.15,2.31
+16/02/2010,0,0,0,0,0,1,,,0,,,,0.6,,8,1.86
+17/02/2010,1.2,0,0.2,0.2,0.6,11.8,,,2,,,,1.2,,11.05,1.76
+18/02/2010,24.8,28,20.4,25.6,21.8,19.2,,,12.2,,,,15.8,,12.8,2.45
+19/02/2010,6.8,5.4,5.2,9.6,6,43,,,3.2,,,,5.4,,12.25,3.3
+20/02/2010,26.6,19.2,16,27.4,22.2,2.4,,,20.8,,,,25.4,,8.65,4
+21/02/2010,0.4,0,0.6,0.8,0.2,2.6,,,0.8,,,,1.8,,7.55,3.01
+22/02/2010,6.4,4.6,5.4,6.8,6.4,6,,,4,,,,4.8,,10.7,2.55
+23/02/2010,33.8,22.2,21,21.4,25.4,21,,,13.6,,,,19,,12.2,3.24
+24/02/2010,7.6,6,5.8,2.4,9.8,0.4,,,1.8,,,,4.2,,12.55,3.13
+25/02/2010,1.6,0.6,0.8,1.8,2.4,0,,,1.6,,,,1,,12.05,2.87
+26/02/2010,4.6,3.2,5.6,11.8,3.6,15.2,,,0.6,,,,1.8,,12.95,2.82
+27/02/2010,12,5.2,5.8,4.2,11.2,0.2,,,4.8,,,,5,,10.6,2.6
+28/02/2010,0,0,0,0,0,2.2,,,0,,,,0,,11.85,2.43
+01/03/2010,1,0,1,3.6,0.2,0,,,0,,,,0,,13,2.38
+02/03/2010,1,0,0.8,0,0.4,0,,,21.2,,,,8.2,,12.5,2.32
+03/03/2010,0,0,0,0,0,18.2,,,0,,,,0,,8.55,2.11
+04/03/2010,37,27.2,35.4,30.8,26.6,17.6,,,12.2,,,,13.8,,8.25,2.66
+05/03/2010,0,0,0.4,0,0,0.8,,,0,,,,0,,6.7,2.51
+06/03/2010,0.6,0,0,1.4,0,0.4,,,0,,,,0,,6.25,2.37
+07/03/2010,0,0,0,0,0,0,,,0,,,,3.4,,5.5,2.09
+08/03/2010,0,0,0,0,0,0,,,0,,,,0,,4.45,1.97
+09/03/2010,0,0,0,0,0,0,,,0,,,,0,,3.4,1.93
+10/03/2010,0,2.4,0,0,6.6,1.6,,,2.2,,,,3,,5.25,1.97
+11/03/2010,5.2,0.4,4.2,1.4,0.2,0.2,,,0.2,,,,3.8,,4.4,2.2
+12/03/2010,1.2,0,0.6,0,0.8,0.6,,,1.6,,,,1.2,,5,2.27
+13/03/2010,0.4,0,0.2,0.6,0,0,,,2.4,,,,3.6,,7.55,2.24
+14/03/2010,0,0,0,0,0.2,0.2,,,0,,,,0,,7.9,2.13
+15/03/2010,0,0,0,0,0,0,,,0,,,,0,,10.8,2.05
+16/03/2010,0,0,0,0,0,0,,,0,,,,0,,8.45,2.02
+17/03/2010,0,0,0,0,0,0,,,0.2,,,,0,,9.15,1.99
+18/03/2010,0,0,0,0,0,0,,,0,,,,0,,10.9,1.97
+19/03/2010,0,0,0,0,0,0,,,0,,,,0,,11.2,1.93
+20/03/2010,0,0,0.2,0,0.2,0.8,,,0,,,,0,,10.95,1.93
+21/03/2010,0,0,0,2.6,0,3.2,,,0,,,,0,,15.2,1.97
+22/03/2010,5,2.6,5.8,7.2,2.8,5.6,,,0.8,,,,0.2,,15,1.99
+23/03/2010,0.4,0.2,0,0,0.4,0.2,,,0.4,,,,0.2,,14.65,1.54
+24/03/2010,0,0,0,0,0,0,,,0,,,,0,,14.9,1.7
+25/03/2010,0,0,0,0,0,0,,,0,,,,0,,14.7,1.81
+26/03/2010,0.2,0,0.2,0.4,0,1,,,0,,,,0,,15.9,1.81
+27/03/2010,0.2,0,0.2,0.8,0,1,,,0,,,,0,,14.75,1.81
+28/03/2010,5.2,0,0,0.2,2.6,0,,,0,,,,0,,13.85,1.68
+29/03/2010,0.2,0,0,0,0,0,,,0,,,,0,,15.65,1.62
+30/03/2010,0.8,0,0.2,0.6,0.2,10,,,0,,,,0,,14.15,1.64
+31/03/2010,4,3.6,6.6,14.4,9.8,2.8,,,12,,,,9.8,,13.7,1.65
+01/04/2010,1.2,2.6,0.8,2,1.6,1.2,,,0,,,,0,,12.85,1.65
+02/04/2010,4.6,3.4,8.4,1.2,3,3,,,1.2,,,,2.6,,11.7,1.74
+03/04/2010,4.8,2.6,4.2,1.2,3.4,0,,,0,,,,0,,12.75,1.58
+04/04/2010,0,0,0,0,0,27.2,,,0,,,,0,,10.2,1.84
+05/04/2010,43.4,31.6,34,38.6,39.4,8,,,43,,,,39.6,,11.25,3.55
+06/04/2010,0.2,0,0.2,0.4,0.2,0.2,,,0.4,,,,0.2,,11.75,2.87
+07/04/2010,0,0,0,0,0,0,,,0,,,,0,,14.85,2.43
+08/04/2010,0,0,0,0,0,0,,,0,,,,0,,15.45,2.17
+09/04/2010,0,0,0,0,0,0,,,0,,,,0,,15,1.72
+10/04/2010,0,0,0,0,0,0,,,0,,,,0,,15.8,1.97
+11/04/2010,8.4,3.2,4.2,2.8,0.8,3.2,,,3.8,,,,1.4,,9.45,1.77
+12/04/2010,0.6,0.4,0.4,0.2,0.2,0,,,8,,,,2,,12.55,2.2
+13/04/2010,0,0,0,0,0,0,,,0,,,,0.4,,12.5,1.9
+14/04/2010,0,0,0,0,0,0,,,0.2,,,,1.4,,11.95,1.68
+15/04/2010,0,0,0,0,0,0,,,0,,,,0,,13.45,1.49
+16/04/2010,0,0,0,0,0,3.2,,,0,,,,0,,14.65,1.57
+17/04/2010,5.2,0.8,1.4,0.6,0.8,4.4,,,0,,,,0,,13,1.49
+18/04/2010,0.8,0,0.8,0.2,0.6,0.2,,,0.4,,,,1.8,,13.95,1.62
+19/04/2010,0,0,0,0,0,0,,,0,,,,0,,14.1,1.52
+20/04/2010,0,0,0,0,1.2,0,,,0,,,,1.8,,16.5,1.69
+21/04/2010,0,0,0,0,0,0,,,0,,,,0,,16,1.92
+22/04/2010,0,0,0,0,0,0,,,0,,,,0,,17.05,1.73
+23/04/2010,3,0.6,1.2,1.4,1.6,23.4,,,5.4,,,,5.4,,14.2,1.6
+24/04/2010,19.2,14,14,18.8,16.2,0.4,,,11,,,,14,,17.35,1.97
+25/04/2010,0,0,0,0,0,0,,,0.2,,,,0.2,,19.9,1.73
+26/04/2010,0,0,0,0,0,0,,,0,,,,0,,20.15,1.83
+27/04/2010,0,0,0,0,0,0,,,0,,,,0,,19.1,1.55
+28/04/2010,0,0,0,0,0,0,,,8.4,,,,0,,20.3,1.59
+29/04/2010,0,0,0,0,0,0,,,0,,,,0,,19.4,1.52
+30/04/2010,0,0,0,0,0,0,,,0,,,,0,,18.55,1.58
+01/05/2010,0,0,0,0,0,0,,,0,,,,0,,18.5,1.47
+02/05/2010,3.4,0.6,1,3.2,1.2,38,,,0.4,,,,0,,16.1,1.52
+03/05/2010,36.2,25.6,24.4,32,27.4,1,,,27.6,,,,24.6,,18.15,2.32
+04/05/2010,12.6,9.4,13.6,11.8,12,35.8,,,7.2,,,,6.8,,17.2,2.45
+05/05/2010,24.4,16.2,14.8,20.2,11.4,5.4,,,5.2,,,,11,,14.55,2.45
+06/05/2010,17.4,5,7.6,9.2,5.6,4,,,17.6,,,,7,,13.6,2.39
+07/05/2010,6.4,1.6,4.8,3,3.8,2,,,7.6,,,,11.8,,13.6,2.76
+08/05/2010,0,0.2,0.8,0.2,1.2,0,,,2,,,,1.8,,15.3,2.58
+09/05/2010,0,0.2,0,0,0.2,0,,,1.2,,,,0,,16.2,2.15
+10/05/2010,2.2,0.4,1.4,3.6,1.4,7.6,,,0.2,,,,0,,18.65,2.25
+11/05/2010,13,15.8,15,9.8,10.2,17.2,,,0.2,,,,1,,17,2.01
+12/05/2010,8,3,10.8,6.8,7.4,11,,,0.2,,,,6,,17.5,2.07
+13/05/2010,3.6,1,2.6,7.2,1.6,2.4,,,16.6,,,,16.4,,16.8,2.01
+14/05/2010,4.2,0.4,1.2,2.8,2.8,3.2,,,0.8,,,,0.2,,17.4,2.39
+15/05/2010,10.6,1.6,11.8,7,8,10.8,,,11.2,,,,15.2,,13.4,2.44
+16/05/2010,5.8,2.4,13,15,4.6,1.6,,,4.2,,,,3.6,,15.55,3
+17/05/2010,0,0,0.2,0,0,0,,,12.8,,,,0.6,,17.05,2.7
+18/05/2010,0,0,0,0,0,0,,,0,,,,3.2,,17.3,2.52
+19/05/2010,0,0,0,0,0,0.6,,,0,,,,4.6,,15.45,2.39
+20/05/2010,13.6,0,0,0,0,0,,,9.8,,,,2.2,,15.65,2.26
+21/05/2010,0,0,0,0,0,0,,,0,,,,0,,17.4,2
+22/05/2010,0,0,0,0,0,0,,,0,,,,0,,19.9,1.77
+23/05/2010,0,0,0,0,0,0,,,0,,,,0,,20.45,1.61
+24/05/2010,0.2,3,0,0,0,0,,,2,,,,0,,21.15,1.61
+25/05/2010,0,0,0,0,0,0,,,0,,,,0,,20.4,1.54
+26/05/2010,0,0,0,0,0,0,,,0,,,,0,,20.4,1.58
+27/05/2010,0,0,0,0,0,0,,,0,,,,0,,18.95,1.57
+28/05/2010,0,0,0,0,0,0,,,0,,,,0,,21.1,1.61
+29/05/2010,0,0,0,0,0,0.4,,,0,,,,0,,20.9,1.56
+30/05/2010,0,0,0,0.4,0,0.2,,,0,,,,0,,21.2,1.37
+31/05/2010,1,0.2,0.6,0,0.4,0.2,,,0,,,,0,,21.1,1.4
+01/06/2010,0,0,0.2,0,0.2,0,,,0.2,,,,0,,20,1.39
+02/06/2010,0,0,0.4,1.2,0,0.2,,,0,,,,0,,19.4,1.39
+03/06/2010,11.4,11.8,27.6,0.4,18,0.4,,,0.2,,,,1.6,,19.45,1.56
+04/06/2010,4,1.8,3.8,2.4,1.2,0,,,3.4,,,,6,,22.2,1.41
+05/06/2010,0,0,0,0,0,0.2,,,0,,,,0,,23.4,1.38
+06/06/2010,0,0,0,0,0,0,,,0,,,,0,,23.65,1.39
+07/06/2010,0,0,0,0,0,0,,,0,,,,0,,22,1.33
+08/06/2010,0,0,0,0,0,0.2,,,0,,,,0,,23.9,1.3
+09/06/2010,0,0,0,0,0,0,,,0.6,,,,0,,25.7,1.25
+10/06/2010,0,0,0,0,0,0,,,0,,,,0,,26.45,1.33
+11/06/2010,0,0,0,0,0,0,,,0,,,,0,,26.6,1.33
+12/06/2010,0,0,0,0,0,0,,,0,,,,0,,25.65,1.19
+13/06/2010,0,0,0,0,0,0,,,0,,,,0,,23.45,1.29
+14/06/2010,0,0,0,0,0,0,,,0,,,,0,,23.25,1.24
+15/06/2010,0.4,0,0.2,0.2,0,39.6,,,0,,,,0,,24.1,1.22
+16/06/2010,48.4,25,9.2,24.2,10.2,9.6,,,8.6,,,,6.2,,21.55,1.41
+17/06/2010,0.4,0.4,1.6,1.6,5,17,,,0,,,,0,,20.6,1.38
+18/06/2010,18,15.2,15.2,21.4,10.8,0,,,14.8,,,,13.2,,21.15,1.33
+19/06/2010,6.8,0,0.4,0.8,1,21.6,,,6,,,,6.4,,19.45,1.47
+20/06/2010,12.4,6.2,4.4,15,6.2,20.8,,,17,,,,13,,16.95,1.76
+21/06/2010,0.4,10.2,4.4,15,1.8,0.4,,,22.8,,,,16.4,,16.8,1.88
+22/06/2010,0,0,0.4,0.2,0,0,,,0,,,,2.8,,19.65,1.44
+23/06/2010,0,0,0,0,0,0,,,0,,,,0,,21.1,1.42
+24/06/2010,0,0,0,0,0,0.2,,,0,,,,0,,22.35,1.32
+25/06/2010,0,0,0,0,0,0,,,0,,,,0,,22.95,1.2
+26/06/2010,0,0,0,0,0,0.2,,,0,,,,0,,23.65,1.31
+27/06/2010,3.8,10,2,0,12,0.2,,,1.8,,,,10.6,,24.1,1.18
+28/06/2010,0,0,0,0,0,0.2,,,0,,,,0,,25.15,1.26
+29/06/2010,0,0,0,0,0,0,,,0,,,,0,,26.1,1.3
+30/06/2010,0,0,0,0,0,0,,,0,,,,0,,26.75,1.16
+01/07/2010,0,0,0,0,0,0,,,0,,,,0,,27.15,1.26
+02/07/2010,0,0,0,0,0,0,,,0,,,,0,,28,1.12
+03/07/2010,0,0,0,0,0,0,,,0,,,,0,,28.35,1.21
+04/07/2010,0,0,0,0,0,0,,,0,,,,0,,27.35,1.1
+05/07/2010,0,0,0.2,0,0,0,,,0,,,,0.2,,27.3,1.1
+06/07/2010,0,0,0,0,0,0.4,,,0,,,,,,26.45,1.11
+07/07/2010,0.8,0.4,0,4.2,0.2,0.2,,,0,,,,,,27.25,1.23
+08/07/2010,0,0,0,0,0,0.2,,,0,,,,,,27.15,1.19
+09/07/2010,0,0,0,0,0,0,,,0,,,,,,28.5,1.19
+10/07/2010,0,0,0,0,0,0,,,0,,,,,,30.55,1.14
+11/07/2010,0,0,0,0,0,0,,,0,,,,,,30.75,1.1
+12/07/2010,0,0,0,0,0,0,,,0,,,,,,30.05,1.08
+13/07/2010,0,0,0,0,0,0,,,0,,,,,,28.4,1.08
+14/07/2010,0,0,0,0,0,0,,,0,,,,,,29.1,1.08
+15/07/2010,0,0,0,0,0,0,,,0,,,,,,28.4,1.07
+16/07/2010,0,0,0,0,0,0,,,0,,,,,,29.45,1.06
+17/07/2010,0,0,0,0,0,0,,,0,,,,,,28.35,1.07
+18/07/2010,0,0,0,0,0,0,,,0,,,,,,28,1.09
+19/07/2010,0,0,0,0,0,0,,,0,,,,,,28.3,1.08
+20/07/2010,0,0,0,0,0,0,,,0,,,,,,29.15,1.08
+21/07/2010,0,0,0,0,0,0,,,0,,,,,,29.65,1.09
+22/07/2010,0,0,0,0,0,0,,,0,,,,,,29.3,1.09
+23/07/2010,0,0,0,0,0,0,,,0,,,,,,28.95,1.09
+24/07/2010,0,0,0,0,0,0.2,,,1.6,,,,,,27.05,1.06
+25/07/2010,0,0,0,0,0,0,,,0,,,,,,23.95,1.06
+26/07/2010,0,0,0,0,0,0,,,0,,,,,,24.1,1.06
+27/07/2010,0,0,0,0,0,3,,,0,,,,,,21.4,1.06
+28/07/2010,2.4,1,1.4,2.6,2.6,0.2,,,0.2,,,,,,22.95,1.08
+29/07/2010,0,0,0,0,0,16,,,0,,,,,,20.85,1.18
+30/07/2010,40,27.6,13.6,18,23.8,0.6,,,20.8,,,,,,21.45,1.31
+31/07/2010,0,0,0,0,0,0,,,0.4,,,,,,23.6,1.14
+01/08/2010,0,0,0,0,0,0,,,0,,,,,,24.25,1.09
+02/08/2010,0,0,0,0,0,0,,,0,,,,,,24.75,1.08
+03/08/2010,0,0,0,0,0,0,,,0,,,,,,24.7,1.08
+04/08/2010,0,0,0,0,0,0.2,,,0,,,,,,24.85,1.1
+05/08/2010,0,0,0,0,1.4,27.6,,,0,,,,,,21.3,1.23
+06/08/2010,55.2,50.4,34.8,31.2,37.8,0.2,,,14.6,,,,,,21.6,1.29
+07/08/2010,0,0.2,0,0,0,0.2,,,0.4,,,,,,22.85,1.15
+08/08/2010,0,0,0,0,0,0.2,,,0,,,,,,23.65,1.11
+09/08/2010,0,0,0,0,0,0.2,,,0,,,,,,23.2,1.11
+10/08/2010,0,0,0,0,0,0,,,0,,,,,,25.8,1.1
+11/08/2010,0,0,0,0,0,0,,,0,,,,,,26.75,1.12
+12/08/2010,0,0,0,0,0,0.2,,,0,,,,,,24.7,1.12
+13/08/2010,0,0,0.2,0,0.4,17.4,,,0,,,,,,22.25,1.17
+14/08/2010,14.4,13,25,18.4,29.2,29.6,,,14,,,,,,20.35,1.23
+15/08/2010,45.4,36.8,22.6,33.6,20.6,0.6,,,14.2,,,,,,23.65,1.34
+16/08/2010,0,0,0,0,0,0,,,0,,,,,,22.65,1.17
+17/08/2010,1.8,0,0.4,0,0,0,,,0,,,,,,21.05,1.13
+18/08/2010,0,0,0,0,0,0.2,,,0,,,,,,22.5,1.13
+19/08/2010,0,0,0,0.2,0,0,,,0,,,,,,24.95,1.14
+20/08/2010,0,0,0,0,0,0.2,,,0,,,,,,26.2,1.13
+21/08/2010,0,0,0,0,0,0,,,0,,,,,,27.3,1.14
+22/08/2010,0,0,0,0,0,0,,,0,,,,,,28.05,1.12
+23/08/2010,0,0,0,0,0,0,,,0,,,,,,26.1,1.1
+24/08/2010,0,0,0,0,0,0,,,0,,,,,,25.2,1.09
+25/08/2010,0,0,0,0,0,0.2,,,0,,,,,,26.05,1.09
+26/08/2010,0,0,0,0,0,0.2,,,0,,,,,,25.95,1.09
+27/08/2010,0,0,0,0,0,0,,,0,,,,,,26.55,1.09
+28/08/2010,0,0,0,0,0,0,,,0,,,,,,26.15,1.09
+29/08/2010,0,0,0,0,0,0,,,0,,,,,,24.1,1.07
+30/08/2010,0,0,0,0,0,1.2,,,0,,,,,,21.35,1.07
+31/08/2010,8.4,0.4,3,5.4,2.2,0.2,,,0,,,,,,19.95,1.09
+01/09/2010,0,0,0.2,0,0,0,,,0,,,,,,19.6,1.1
+02/09/2010,0,0,0,0,0,0,,,0,,,,,,19.8,1.1
+03/09/2010,0,0,0,0,0,0,,,0,,,,,,22.15,1.1
+04/09/2010,0,0,0,0,0,0,,,0,,,,,,22.85,1.08
+05/09/2010,0,0,0,0,0,0.2,,,0,,,,,,23.35,1.08
+06/09/2010,0,0,0,0.8,0,0,,,0,,,,,,22.7,1.08
+07/09/2010,0,0,0,0,0,1.4,,,0,,,,,,24.75,1.13
+08/09/2010,4,3,1,11.8,3.8,25.8,,,0,,,,,,22.5,1.27
+09/09/2010,18.2,22.8,15.4,22,19.4,0.2,,,6.8,,,,,,21.55,1.17
+10/09/2010,0,0,0.8,0,0,0,,,0,,,,,,19.95,1.09
+11/09/2010,0,0,0,0,0,0,,,0,,,,,,21.3,1.09
+12/09/2010,0,0,0,0,0,0,,,0,,,,,,20.8,1.08
+13/09/2010,0,0,0,0,0,8.6,,,0,,,,,,19.15,1.11
+14/09/2010,11.8,6.6,15,7,9.6,0,,,13.8,,,,,,22,1.18
+15/09/2010,0,0,0,0,0,0,,,0,,,,,,20.6,1.11
+16/09/2010,0,0,0,0,0,0.6,,,0,,,,,,21.75,1.12
+17/09/2010,0.2,0,0,0.8,0,5.6,,,0,,,,,,23.1,1.15
+18/09/2010,0.4,0,0.8,4.2,0.2,21.2,,,0,,,,,,23.2,1.14
+19/09/2010,28.6,47.8,46.6,25.2,18.8,9,,,82.8,,,,,,19.25,2.09
+20/09/2010,0,0.2,0,0,0,0.2,,,0,,,,,,18.9,1.39
+21/09/2010,0,0,0,0,0,0.2,,,0.2,,,,,,18.85,1.26
+22/09/2010,0,0,0,0,0,0.2,,,0,,,,,,20.4,1.14
+23/09/2010,0,0,0,0,0,0,,,0,,,,,,20.5,1.22
+24/09/2010,0,0,0,0,0,4,,,0,,,,,,19.8,1.47
+25/09/2010,10,3.8,9,7,9.4,9.2,,,5.8,,,,,,19.3,1.21
+26/09/2010,2.8,1.4,5.6,4,2.2,6.6,,,0,,,,,,16.7,1.29
+27/09/2010,0,0,0,0.6,0,0.4,,,1.6,,,,,,16.6,1.16
+28/09/2010,3.2,0,1,0.8,0,2,,,2.2,,,,,,15.4,1.19
+29/09/2010,0.4,0,0,0.2,0,0.2,,,3.6,,,,,,15.35,1.15
+30/09/2010,0,0,0,0,0,0.2,,,0.2,,,,,,16.35,1.14
+01/10/2010,0,0,0,0,0,1.6,,,0,,,,,,17.15,1.23
+02/10/2010,0.8,0.2,0.6,1,1.2,0.2,,,0.6,,,,,,18.15,1.13
+03/10/2010,0,0,0,0,0,0.2,,,0,,,,,,18.05,1.14
+04/10/2010,0,0,0,0,0.2,7.4,,,0,,,,,,17.85,1.2
+05/10/2010,65.2,50.8,31.2,43.2,32.4,33.2,,,13.4,,,,,,19.7,1.44
+06/10/2010,0.4,0.2,0,0.2,0,0,,,0,,,,,,20.25,1.25
+07/10/2010,0,0,0,0,0.2,0.2,,,0,,,,,,19.65,1.32
+08/10/2010,0,0,0,0,0,0,,,0,,,,,,19.05,1.16
+09/10/2010,0,0,0,0,0,0,,,0,,,,,,15.95,1.13
+10/10/2010,0,0,0,0,0,0,,,0,,,,,,15.4,1.13
+11/10/2010,0,0,0,0,0,0.4,,,0,,,,,,17.3,1.14
+12/10/2010,1,0,0,0.4,0.4,0,,,0.6,,,,,,15.8,1.12
+13/10/2010,0.8,0,1.2,1.4,1.4,1.6,,,0,,,,,,16.65,1.13
+14/10/2010,0,0,0,0,0,0,,,0.6,,,,,,16.45,1.13
+15/10/2010,0,0,0,0,0,0,,,0,,,,,,14.3,1.12
+16/10/2010,1,0,1,0.2,0,3.6,,,1.4,,,,,,16.2,1.19
+17/10/2010,39,27.4,26,26.6,26.4,20,,,8.8,,,,,,14.15,1.38
+18/10/2010,0.2,0,0,0,0.2,0,,,0.8,,,,,,13.35,1.33
+19/10/2010,0,0,0,0,0,0,,,0,,,,,,14.55,1.15
+20/10/2010,0,0,0,0,0.2,0.2,,,0,,,,,,13.2,1.15
+21/10/2010,0.2,0,0,0,0.2,0.2,,,0.6,,,,,,13,1.12
+22/10/2010,0,0,0.2,0,0.2,0.2,,,0,,,,,,12.55,1.12
+23/10/2010,0,0,0,0,0,0.8,,,0,,,,,,13.4,1.19
+24/10/2010,0.2,0.6,0,0.2,0,11.6,,,0,,,,,,15.15,1.16
+25/10/2010,29,22,16.6,30,19.2,29.2,,,10.8,,,,,,13.75,1.3
+26/10/2010,9.2,5.6,4.8,12.4,4.2,2.4,,,0.6,,,,,,11.85,1.27
+27/10/2010,0,0.2,0.2,0,0,0,,,0,,,,,,11.3,1.17
+28/10/2010,0,0,0,0,0,0,,,0,,,,,,12.1,1.14
+29/10/2010,0,0,0,0,0,0,,,0,,,,,,12.4,1.13
+30/10/2010,0,0,0,0,0,0.2,,,0,,,,,,10.4,1.33
+31/10/2010,10,7.2,10.6,19.4,11.8,52.6,,,9.2,,,,,,15.7,1.27
+01/11/2010,40,29.4,26.8,59.6,32.6,40.6,,,21.2,,,,,,16.3,1.94
+02/11/2010,15.4,12.6,11.2,16.8,12.8,0.8,,,14.8,,,,,,16.55,2.42
+03/11/2010,8,5,5.6,4.2,4.6,3.4,,,9.2,,,,,,14.6,2.04
+04/11/2010,0.2,0.4,0.6,0.2,0.2,0,,,2.2,,,,,,15.45,1.74
+05/11/2010,0,0,0.2,0,0.2,0.2,,,0.2,,,,,,14.9,1.65
+06/11/2010,0.2,0,0.2,0,0.2,0.2,,,0.2,,,,,,13.85,1.7
+07/11/2010,0.2,0.4,0.2,2,0.2,8.6,,,0.2,,,,,,14.25,1.53
+08/11/2010,49.2,29.6,34.8,23.2,25.8,35.6,,,24.6,,,,,,11.35,2.39
+09/11/2010,19.4,15.6,14,24.4,18.4,21.6,,,16.4,,,,,,11.8,3.18
+10/11/2010,24.4,17,25.8,19.6,28.8,29.2,,,30,,,,,,12,3.79
+11/11/2010,23,21.6,24,20.6,24.2,2.8,,,3.8,,,,,,12.8,2.94
+12/11/2010,2.4,0.4,0.8,1,1.2,4.8,,,5,,,,,,11.1,2.6
+13/11/2010,4.6,2,4.4,4.4,4,0.4,,,0.2,,,,,,14.75,2.13
+14/11/2010,0,0.2,0,0.2,0,2,,,0,,,,,,12.6,1.82
+15/11/2010,1.6,0.8,0.2,1.4,0.2,0.6,,,0,,,,,,15.5,1.77
+16/11/2010,14.2,8,15.4,17,13,12.6,,,5.6,,,,,,13.6,2.01
+17/11/2010,0.4,1,1.6,1,1.6,0,,,1.6,,,,,,12,2.05
+18/11/2010,0,0,0,0,0,8.8,,,0,,,,,,8.7,2.16
+19/11/2010,18.6,12.4,19.2,8,21.8,3.4,,,19.6,,,,,,9.9,2.68
+20/11/2010,6.2,3.6,5,4.6,5.8,4,,,15.2,,,,,,11.25,2.45
+21/11/2010,4.6,4.8,2.4,7.4,2.8,29.8,,,3.4,,,,,,11.65,2.72
+22/11/2010,21.2,22.4,21.2,31.4,22.2,7.2,,,16.4,,,,,,10.95,4.38
+23/11/2010,9.6,12.4,10,4,11,0,,,8.2,,,,,,9.95,3.41
+24/11/2010,0,0.2,1.6,0,1.6,0,,,0.2,,,,,,9.55,2.6
+25/11/2010,0,0,0,0,0,3.6,,,0,,,,,,7.95,2.43
+26/11/2010,17.8,18,17,6,15.6,24.2,,,23.2,,,,,,7.2,2.48
+27/11/2010,2.8,1.2,0.2,20,0,1.4,,,2,,,,,,6.45,2.28
+28/11/2010,2.4,1,1.4,3.8,1.2,18.4,,,4.6,,,,,,4.85,2.7
+29/11/2010,30,27,28.6,26.8,29.2,3.2,,,24.4,,,,,,9.1,3.69
+30/11/2010,0,0,0,0.2,0,5.2,,,0,,,,,,8.65,2.82
+01/12/2010,34.4,30,25.4,39,28.6,43.2,,,22,,,,,,8.25,3.61
+02/12/2010,18.6,19.4,16.2,24.4,13.4,20,,,8.2,,,,,,8.9,3.9
+03/12/2010,13.8,11.2,13.8,7,14,6,,,15.4,,,,,,7.6,3.67
+04/12/2010,2.4,2.6,2.4,6.2,3.4,0.8,,,15.6,,,,,,4.5,3.27
+05/12/2010,0,0.2,0,0.2,0,0.2,,,0,,,,,,3.25,2.73
+06/12/2010,4,5.6,4,13.8,2.8,63.6,,,0.4,,,,,,9.45,2.64
+07/12/2010,21.8,27.2,25,61.8,15.2,24.6,,,0.8,,,,,,14.95,2.93
+08/12/2010,2,1.8,2.8,6,0.6,12.6,,,0,,,,,,15.9,2.79
+09/12/2010,12.4,2.6,3,12.2,4.2,0.6,,,4.6,,,,,,12.7,2.71
+10/12/2010,0,0,0,0,0,0,,,0.2,,,,,,6.9,2.52
+11/12/2010,0,0,0,0,0,0,,,0.2,,,,,,5.45,2.16
+12/12/2010,0,0,0,0,0.2,0,,,0,,,,,,8.05,1.93
+13/12/2010,0,0,0,0,0,0,,,0,,,,,,6.6,1.95
+14/12/2010,0,0,0,0,0.2,0,,,0.2,,,,,,3.1,1.89
+15/12/2010,0,0,0,0,0,0,,,0,,,,,,1.05,1.87
+16/12/2010,0,0,0,0,0,0,,,0,,,,,,-0.1,1.75
+17/12/2010,0,0,0,0,0,0,,,0,,,,,,-2.35,1.76
+18/12/2010,0,0,0,0,0,0,,,0,,,,,,0.75,1.73
+19/12/2010,11,1.2,10.4,10,0.4,0,,,6.6,,,,,,0.85,1.81
+20/12/2010,13.2,8.4,5,4,0.6,0,,,12.2,,,,,,3.65,1.99
+21/12/2010,0.4,8.6,0,0.4,13.2,12,,,0.2,,,,,,6.1,2.21
+22/12/2010,31.8,36.2,22.2,41.2,22.4,71,,,11.2,,,,,,10.9,3.62
+23/12/2010,19.6,22.6,23.8,34.2,13.4,26.6,,,4,,,,,,15.2,3.78
+24/12/2010,28.2,17.6,18.8,29.4,20.2,20.2,,,16,,,,,,10.95,4.81
+25/12/2010,11.2,8.4,14.6,7,17.8,1.8,,,22.6,,,,,,8.65,4.52
+26/12/2010,0.4,0.2,0.4,1.8,0.4,1,,,0,,,,,,6.55,3.24
+27/12/2010,0.2,0.2,0.8,0.4,0,0,,,0,,,,,,3.75,2.63
+28/12/2010,0,0,0,0.2,0,0,,,0,,,,,,2.8,2.53
+29/12/2010,0,0,0,0,0,0,,,0,,,,,,4.7,2.37
+30/12/2010,0,0,0,0,0.2,0.2,,,1,,,,,,6.6,2.2
+31/12/2010,0.6,0.2,0.4,0.2,0.2,0,,,0.4,,,,,,7.5,1.98
+01/01/2011,0,0,0.2,0,0.2,0,,,0.2,,,,,,6.1,1.91
+02/01/2011,0,0,0,0,0,0,,,0,,,,,,6.45,1.87
+03/01/2011,0,0,0,0,0,0,,,0.2,,,,,,4.9,1.94
+04/01/2011,0,0,0,0,0,0,,,0,,,,,,0.6,1.93
+05/01/2011,0,0,0,0,0,0,,,0,,,,,,3.2,1.78
+06/01/2011,12.2,14,15.2,26,9.6,28,,,0.2,,,,,,5.35,1.83
+07/01/2011,2.2,3.6,4,13.6,1.2,14.4,,,0.2,,,,,,11.45,1.95
+08/01/2011,0,0,0.2,0,0,0.2,,,0,,,,,,12.1,1.76
+09/01/2011,0,0,0,0,0,0,,,0,,,,,,12.55,1.74
+10/01/2011,7.8,3.8,4,7.8,3,5.8,,,0,,,,,,11.2,1.73
+11/01/2011,9.6,5.6,7.6,7,8.2,8.8,,,13.4,,,,,,9.95,1.83
+12/01/2011,0.8,1,1,0.8,1,0.6,,,2.6,,,,,,9.4,1.81
+13/01/2011,0,0,0,0,0.2,0.2,,,0.2,,,,,,6.9,1.85
+14/01/2011,0,0,0,0,0,0,,,0.2,,,,,,7.7,1.71
+15/01/2011,0,0,0,0,0,0,,,0,,,,,,10.95,1.67
+16/01/2011,0.4,0,0,0,0.2,0.2,,,0,,,,,,9.55,1.66
+17/01/2011,0,0.2,0,0,0.2,0,,,0.2,,,,,,6.45,1.69
+18/01/2011,0,0,0,0,0,0,,,0.2,,,,,,10.6,1.64
+19/01/2011,0.8,0.2,0,0,0.4,0,,,0,,,,,,7.3,1.66
+20/01/2011,0.2,0,0.4,0,0.6,0.4,,,6,,,,,,6.6,1.66
+21/01/2011,0.2,0.2,3.8,0.4,0.6,0,,,0,,,,,,4.95,1.71
+22/01/2011,0,0,0.2,0,0,0,,,0,,,,,,4.3,1.58
+23/01/2011,0,0,0.2,0,0,0,,,0,,,,,,4.15,1.58
+24/01/2011,0,0,0,0,0,0,,,0,,,,,,3.65,1.69
+25/01/2011,0,0,0,0,0,0,,,0,,,,,,0.75,1.41
+26/01/2011,0,0,0,0,0,0,,,0.6,,,,,,5.6,1.48
+27/01/2011,0,0.8,0.2,0,0.4,0.4,,,0.8,,,,,,7.35,1.55
+28/01/2011,0,0,1.2,0,0,0,,,0,,,,,,7.95,1.46
+29/01/2011,0,0,0.2,0,0,0,,,0,,,,,,6,1.45
+30/01/2011,3.4,19.4,8.2,5.6,17.2,14.6,,,14.2,,,,,,4.35,1.67
+31/01/2011,25,0,0,11.4,0.2,0,,,8.2,,,,,,7.4,1.9
+01/02/2011,0.2,0,0,0,0,0,,,0,,,,,,6.4,1.96
+02/02/2011,0,0,0,0,0,0,,,0,,,,,,7.35,1.71
+03/02/2011,0,0,0,0,0,0,,,0.2,,,,,,8.85,1.58
+04/02/2011,0,0,0,0,0,0,,,0,,,,,,11.9,1.55
+05/02/2011,0,0,0,0,0,0,,,0,,,,,,8.1,1.57
+06/02/2011,0,0,0,0,0,0,,,0,,,,,,6.1,1.6
+07/02/2011,0,0,0,0,0,0,,,0,,,,,,4.35,1.51
+08/02/2011,0,0,0,0,0,0,,,0,,,,,,5.3,1.57
+09/02/2011,0,0,0,0,0,0,,,0.2,,,,,,7.8,1.61
+10/02/2011,0,0,0,0,0,0,,,0,,,,,,7.3,1.53
+11/02/2011,0,0,0,0,0,0,,,0,,,,,,11.1,1.54
+12/02/2011,1.2,0,0,0,0,0,,,0,,,,,,10.55,1.5
+13/02/2011,8.6,2.8,6.6,6.2,3.8,7,,,6.6,,,,,,9.55,1.54
+14/02/2011,0.2,0,0.2,0.2,0,0.4,,,1.4,,,,,,11.05,1.53
+15/02/2011,3.2,2.4,1.4,3,1.8,3,,,0,,,,,,9.25,1.71
+16/02/2011,30.8,31.8,28.2,47,22.4,48.6,,,6.2,,,,,,9.9,1.92
+17/02/2011,21,20.6,19.4,23.2,20,23.2,,,22.6,,,,,,10.85,2.6
+18/02/2011,0.2,0.2,0,0,0.2,0,,,4.6,,,,,,10.5,2.74
+19/02/2011,0,0,0,0,0,0,,,0,,,,,,11.25,2.41
+20/02/2011,8.4,6.2,5.6,8.6,6.4,9.4,,,0,,,,,,8.4,2.15
+21/02/2011,2.2,1.6,1.2,0.8,1.6,0.6,,,11.2,,,,,,8.2,2.13
+22/02/2011,0,0,0,0,0.2,0,,,0,,,,,,7.3,2.12
+23/02/2011,0,0,1,0.2,0,0.2,,,0,,,,,,5.8,2.07
+24/02/2011,0,0,0,0,0,0,,,0,,,,,,6.25,1.89
+25/02/2011,0,0,0,0,0,0,,,0,,,,,,6.2,1.88
+26/02/2011,0,0,0,0,0,0,,,0,,,,,,7.25,1.62
+27/02/2011,7.8,7.2,4.4,3,7.2,4.2,,,0,,,,,,4.35,1.59
+28/02/2011,3,0.2,0,1,0,0,,,5.6,,,,,,9.1,1.94
+01/03/2011,0.2,0,3.2,0,0.4,0.4,,,0,,,,,,7.55,1.66
+02/03/2011,0,0.2,2.4,0.4,0.6,0.2,,,2.6,,,,,,5.65,1.76
+03/03/2011,2,0.8,4.4,1.6,1.6,0.8,,,0,,,,,,5.5,1.59
+04/03/2011,0,0,0,0,0,0,,,0.2,,,,,,7.65,1.53
+05/03/2011,0,0.4,0.2,0,0,0,,,0,,,,,,9.35,1.6
+06/03/2011,0.2,0,0,0,0,0,,,2.8,,,,,,11.8,1.64
+07/03/2011,0,0,0,0,0,0,,,0,,,,,,5.8,1.64
+08/03/2011,0,0,0,0,0,0,,,0,,,,,,5.9,1.61
+09/03/2011,0,0,0,0,0,0,,,0,,,,,,5,1.65
+10/03/2011,0,0,0,0,0,0,,,0,,,,,,6.3,1.65
+11/03/2011,0,0,0,0,0,0,,,0,,,,,,8.15,1.68
+12/03/2011,0.2,0.2,0,0.2,0,0.4,,,0,,,,,,9.45,1.7
+13/03/2011,38.8,37.4,31.8,36.4,33.8,44,,,0,,,,,,10.25,1.91
+14/03/2011,13,9.8,18.4,22.4,14.2,23.8,,,13.6,,,,,,14.8,2.45
+15/03/2011,14,13,14.6,13.6,13.4,18,,,7.8,,,,,,15.5,2.88
+16/03/2011,49,35.8,22.4,27.8,21.2,35.2,,,15.4,,,,,,13.55,3.72
+17/03/2011,10.8,10.6,5.6,9,5.8,13.2,,,10.8,,,,,,12.65,4.08
+18/03/2011,0,0,0,0,0,0,,,0.8,,,,,,14.3,3.07
+19/03/2011,0.2,0.2,0.8,0,0.8,0.6,,,0,,,,,,12.3,2.64
+20/03/2011,0,0,0,0,0,0,,,0,,,,,,11.4,2.45
+21/03/2011,0,0,0,0,0,0,,,0,,,,,,9.65,2.32
+22/03/2011,0,0,0,0,0,0,,,0,,,,,,12.55,2.24
+23/03/2011,0,0,0,0,0,0,,,0,,,,,,12.9,1.91
+24/03/2011,0,0,0,0,0,0,,,0,,,,,,15.05,1.87
+25/03/2011,0,0,0,0,0,0,,,0,,,,,,12.7,1.85
+26/03/2011,0,0,0,0,0,0,,,0,,,,,,13.2,1.89
+27/03/2011,6.2,3.2,3.4,2.6,3.4,5.4,,,0,,,,,,12.35,1.94
+28/03/2011,41.6,35.8,24.2,29.2,27.4,39.6,,,6.2,,,,,,13.6,2.15
+29/03/2011,0.8,0.6,0,0,0.2,0.4,,,17.8,,,,,,15.15,2.09
+30/03/2011,0,0,0,0,0,0,,,0,,,,,,13.85,2.13
+31/03/2011,0,0,0,0,0,0,,,0,,,,,,16.25,2
+01/04/2011,0,0,0,0,0,0,,,0,,,,,,15.8,1.77
+02/04/2011,0,0,0,0,0,0,,,0,,,,,,16.5,1.83
+03/04/2011,0,0,0,0,0,0,,,0,,,,,,16.55,1.68
+04/04/2011,0,0,0,0,0,0,,,0,,,,,,15.55,1.75
+05/04/2011,0,0,0,0,0,0,,,0,,,,,,16.4,1.66
+06/04/2011,0,0,0,0,0,0,,,0,,,,,,16.75,1.6
+07/04/2011,0,0,0,0,0,0,,,0,,,,,,18.4,1.62
+08/04/2011,0,0,0,0,0,0,,,0,,,,,,17.1,1.64
+09/04/2011,0,0,0,0,0,0,,,0,,,,,,18,1.53
+10/04/2011,0.2,0,0,0,0,0.4,,,0,,,,,,20.85,1.56
+11/04/2011,0,0,0,0,0,0,,,0,,,,,,19.05,1.54
+12/04/2011,2,0,0.2,0,0.4,0,,,0,,,,,,16.8,1.42
+13/04/2011,1.4,1.4,1.6,0,1.8,0,,,1.4,,,,,,14.1,1.52
+14/04/2011,0.8,0,0.2,1.4,0.2,1,,,0,,,,,,12.6,1.44
+15/04/2011,4.8,3.6,3.8,4,4.4,5.2,,,1.6,,,,,,12.4,1.57
+16/04/2011,0,0,0,0,0,0,,,0,,,,,,13.85,1.41
+17/04/2011,0,0,0,0,0,0,,,0,,,,,,14.45,1.37
+18/04/2011,0,0,0,0,0,0,,,0,,,,,,13.7,1.37
+19/04/2011,0,0,0,0,0,0,,,0,,,,,,14.25,1.38
+20/04/2011,0,0,0,0,0,0,,,0,,,,,,16,1.31
+21/04/2011,0,0,0,0,0,0,,,0,,,,,,15.85,1.39
+22/04/2011,0,0,0,0.2,0,0,,,0,,,,,,17.05,1.43
+23/04/2011,1.4,1.2,1,0.4,1.2,0.8,,,0.8,,,,,,17.05,1.32
+24/04/2011,0.8,0.4,0.4,0.2,0.6,0.2,,,1.4,,,,,,17,1.27
+25/04/2011,0,0,0,0,0,0.2,,,0,,,,,,17.2,1.43
+26/04/2011,0,0,0,0,0,0,,,3,,,,,,18.8,1.4
+27/04/2011,0,0,0,0,0.4,0,,,4,,,,,,18.25,1.23
+28/04/2011,0,0,0,0,0,0,,,0,,,,,,15.1,1.23
+29/04/2011,4.4,3.4,13.2,1,1.6,0,,,0,,,,,,16.95,1.22
+30/04/2011,1.8,1.4,1.2,0.8,2,1.4,,,4.6,,,,,,16.55,1.23
+01/05/2011,1,0.4,0.2,0.4,0.4,0.2,,,0,,,,,,19.55,1.22
+02/05/2011,1.6,0.6,2.4,2.2,2.6,1,,,0,,,,,,16.75,1.39
+03/05/2011,0.2,0.2,0,0,0,0,,,0.2,,,,,,19.4,1.39
+04/05/2011,0,0,0.4,1,0.4,0.4,,,0,,,,,,16.85,1.25
+05/05/2011,0,0,0,0,0,0,,,2.6,,,,,,15.75,1.21
+06/05/2011,0,0,0,0,0,0,,,0,,,,,,17.4,1.19
+07/05/2011,0,0,0,0,0,0,,,0,,,,,,17.75,1.18
+08/05/2011,0,0,0,0,0,0,,,0,,,,,,18.35,1.18
+09/05/2011,0,0,0,0,0,0,,,0,,,,,,17.8,1.17
+10/05/2011,0,0,0,0,0,0,,,0,,,,,,19.25,1.16
+11/05/2011,0,0,0,0,0,0,,,0,,,,,,19.1,1.17
+12/05/2011,0,0,0,0,0,0,,,0,,,,,,19.55,1.16
+13/05/2011,0,0,0,0,0,0,,,0,,,,,,20.95,1.15
+14/05/2011,0,0,0,0,0,0,,,0,,,,,,19.95,1.15
+15/05/2011,3.6,7.8,13.6,5,11,5.8,,,0,,,,,,15.75,1.33
+16/05/2011,0,0.2,0.6,0,0,0,,,7.2,,,,,,17.1,1.33
+17/05/2011,0,0,0,0,0,0,,,0,,,,,,17.7,1.17
+18/05/2011,0,0,0,0,0,0,,,0,,,,,,17.9,1.15
+19/05/2011,0,0,0,0,0,0,,,0,,,,,,21.25,1.15
+20/05/2011,0,0,0,0.6,0,0,,,0.2,,,,,,22.5,1.16
+21/05/2011,0,0,0,0,0,0.2,,,0,,,,,,21.9,1.16
+22/05/2011,0,0,0,0,0,0,,,2.8,,,,,,22.35,1.15
+23/05/2011,0,0,0,0,0,0,,,0,,,,,,22.7,1.14
+24/05/2011,0,0,0,0,0,0,,,0,,,,,,24.5,1.13
+25/05/2011,0,0,0,0,0,0,,,0,,,,,,24.45,1.16
+26/05/2011,0,0,0,0,0,0,,,0,,,,,,25.6,1.15
+27/05/2011,0,0,0,0.4,0,0,,,0,,,,,,23.3,1.12
+28/05/2011,0,0,1,0,0,0,,,0,,,,,,22.9,1.1
+29/05/2011,0,0,0,0,0,0,,,0,,,,,,20.65,1.09
+30/05/2011,0,0,0,0,0,0,,,0,,,,,,22.1,1.09
+31/05/2011,0,0,0,0,0,0,,,0,,,,,,21.95,1.1
+01/06/2011,3.2,2.8,2.4,2,2.8,1.8,,,6.4,,,,,,21.9,1.12
+02/06/2011,0,0,0,0,0,0,,,0,,,,,,21.75,1.11
+03/06/2011,0,0,0,0,0,0,,,0,,,,,,24.05,1.1
+04/06/2011,0,0,3.2,0,0,0,,,0,,,,,,24.1,1.1
+05/06/2011,74,56.8,32.6,52,43.2,24,,,6,,,,,,24.1,1.36
+06/06/2011,0,0.2,0,14.8,0.2,25.2,,,14.6,,,,,,21.8,1.47
+07/06/2011,23.4,23.2,42.8,34.6,37.4,32,,,5.2,,,,,,21.65,1.35
+08/06/2011,14,6,2.2,4.6,5,3.2,,,4.8,,,,,,19.95,1.64
+09/06/2011,6.2,1.8,3.8,14.8,1,10.8,,,9.4,,,,,,19.9,1.51
+10/06/2011,0,0,0,0,0,0,,,0,,,,,,20.7,1.39
+11/06/2011,0,0,0,0,0,0,,,0,,,,,,21.05,1.29
+12/06/2011,1,0,2,0,2,0.6,,,0,,,,,,22.25,1.24
+13/06/2011,0,0,5.4,0.4,0.2,0,,,2.4,,,,,,21.1,1.24
+14/06/2011,0,0,0,0,0,0.2,,,0,,,,,,22.15,1.27
+15/06/2011,0,0,0,0,0,0,,,0,,,,,,23.25,1.18
+16/06/2011,0,0,0,0,0,0,,,0,,,,,,24.1,1.16
+17/06/2011,0,0,0,0,0,0,,,0,,,,,,23.95,1.15
+18/06/2011,0,0,0.2,0,0,0,,,0,,,,,,25.85,1.15
+19/06/2011,0,0,0.4,1.2,0,0.4,,,0,,,,,,22.5,1.13
+20/06/2011,0,0,0,0,0,0,,,0,,,,,,23.3,1.11
+21/06/2011,0,0,0,0,0,0.2,,,0,,,,,,24.15,1.11
+22/06/2011,0,0,0,0,0,0,,,0,,,,,,25.25,1.11
+23/06/2011,0,0,0,0,0,0,,,0,,,,,,25.4,1.11
+24/06/2011,0,0,0,0,0,0,,,0,,,,,,25.55,1.15
+25/06/2011,0,0,0,0,0,0,,,0,,,,,,23.95,1.1
+26/06/2011,0,0,0,0,0,0,,,0,,,,,,25.35,1.1
+27/06/2011,0,0,0,0,0,0,,,0,,,,,,26.75,1.09
+28/06/2011,0,0,0,0,0,0,,,0,,,,,,27.8,1.09
+29/06/2011,0,0,0,0,0,0,,,0,,,,,,28,1.09
+30/06/2011,0,0,0,0,0,0,,,0,,,,,,26.7,1.09
+01/07/2011,7,2.8,6.2,5.8,0.4,12.4,,,1.8,,,,,,25.25,1.19
+02/07/2011,1.2,1,0.4,0.8,0.6,1,,,14.8,,,,,,21.85,1.22
+03/07/2011,0,0,0,0,0,0.2,,,0,,,,,,22.1,1.12
+04/07/2011,0.6,0,1,0.8,0,0.8,,,0,,,,,,24,1.09
+05/07/2011,5.2,2.6,0,0,0.2,0.4,,,0,,,,,,25.3,1.09
+06/07/2011,0,0,0,0,0,0.2,,,0,,,,,,26.4,1.09
+07/07/2011,0,0,0,0,0,0,,,0,,,,,,26.35,1.09
+08/07/2011,0,0,0,0,0,0,,,0,,,,,,27.3,1.1
+09/07/2011,0,0,0,0,0,0,,,0,,,,,,27.6,1.09
+10/07/2011,0,0,0,0,0,0,,,0,,,,,,28.9,1.08
+11/07/2011,0,0,0,0,0,0,,,0,,,,,,29.8,1.08
+12/07/2011,0,0,0,0,0,0,,,0,,,,,,30.6,1.09
+13/07/2011,0,0,0,0,0,0,,,0,,,,,,30.55,1.1
+14/07/2011,0,0,0,0,0,0,,,0,,,,,,27.8,1.08
+15/07/2011,0,0,0,0,0,0,,,0,,,,,,25.05,1.07
+16/07/2011,0,0,0,0,0,0,,,0,,,,,,23.45,1.07
+17/07/2011,0,0,0,0,0,0,,,0,,,,,,25.65,1.08
+18/07/2011,19.4,10.2,12.2,0.4,4,1.2,,,0,,,,,,23.4,1.08
+19/07/2011,7.6,6.6,3.8,13.6,3.2,16.2,,,0,,,,,,21.9,1.08
+20/07/2011,4.6,1.4,3.2,1.4,0.2,1.8,,,10.8,,,,,,21.15,1.14
+21/07/2011,0,0,0.2,0,0,0,,,0.2,,,,,,21.6,1.1
+22/07/2011,0,0,0,0,0,0,,,0,,,,,,22.9,1.08
+23/07/2011,0,0,0,0,0,0,,,0,,,,,,22.25,1.08
+24/07/2011,0,3.2,5.6,0,19.2,0.4,,,0,,,,,,20,1.15
+25/07/2011,0.2,0,0,0,0,0,,,17,,,,,,19.9,1.15
+26/07/2011,4,2,0,0,0.2,0,,,0,,,,,,22.55,1.12
+27/07/2011,5,3.8,6.2,4.4,4.4,4.8,,,1,,,,,,20.2,1.14
+28/07/2011,0,0,0,0,0,0,,,9.6,,,,,,22.8,1.18
+29/07/2011,0,0.4,1.6,6.4,1,16.2,,,0,,,,,,22.45,1.14
+30/07/2011,0,0,0,0,0,0,,,8.8,,,,,,23.85,1.13
+31/07/2011,0,0,0,0,0,0.4,,,0,,,,,,24.55,1.12
+01/08/2011,0.8,0.2,3,0,5.8,0.2,,,0,,,,,,24.3,1.13
+02/08/2011,0,0,0,0,0,0.2,,,0,,,,,,25.35,1.11
+03/08/2011,0,0,0,0,0,0,,,0,,,,,,24.1,1.11
+04/08/2011,0,0,0,0,0,0,,,0,,,,,,25.75,1.11
+05/08/2011,0,0,0,0,0,0,,,0,,,,,,26.75,1.11
+06/08/2011,0,0,0,0,0,0,,,0,,,,,,26.25,1.11
+07/08/2011,0,0,0,0,0,0,,,0,,,,,,27.45,1.12
+08/08/2011,7.8,4,2.8,4,2.8,5.2,,,0,,,,,,26.25,1.14
+09/08/2011,0,0,0,0,0,0,,,0,,,,,,24.15,1.11
+10/08/2011,0,0,0,0,0,0,,,0,,,,,,21.7,1.09
+11/08/2011,0,0,0,0,0,0,,,0,,,,,,23.6,1.09
+12/08/2011,0,0,0,0,0,0,,,0,,,,,,22.9,1.08
+13/08/2011,0,0,0,0,0,0,,,0,,,,,,23.15,1.1
+14/08/2011,0,0,0,0,0,0,,,0,,,,,,26,1.11
+15/08/2011,0,0,0,0,0,0,,,0,,,,,,25.55,1.12
+16/08/2011,0,0,0,0,0,0.2,,,0,,,,,,27.35,1.11
+17/08/2011,0,0,0,0,0,0,,,0,,,,,,29.15,1.11
+18/08/2011,0,0,0,0,0,0,,,0,,,,,,29.15,1.11
+19/08/2011,0,0,0,0,0,0,,,0,,,,,,28.4,1.1
+20/08/2011,0,0,0,0,0,0,,,0,,,,,,28.7,1.11
+21/08/2011,0,0,0,0,0,0,,,0,,,,,,31,1.12
+22/08/2011,0,0,0,0,0,0,,,0,,,,,,31.65,1.12
+23/08/2011,0,0,0,0,0,0,,,0,,,,,,30.05,1.11
+24/08/2011,0,0,0,0,0,0,,,0,,,,,,28.75,1.1
+25/08/2011,0,0,0,0,0,0,,,0,,,,,,28.3,1.09
+26/08/2011,0,0,0,0,0,0,,,0,,,,,,28.85,1.09
+27/08/2011,0,0,0,0,0,0,,,0,,,,,,24.3,1.09
+28/08/2011,0,0,0,0,0,0,,,0,,,,,,24.6,1.09
+29/08/2011,0,0,0,0,0,0,,,0,,,,,,24.55,1.08
+30/08/2011,0,0,0,0,0,0,,,0,,,,,,23.25,1.08
+31/08/2011,0,0,0,0,0,0,,,0,,,,,,24.65,1.09
+01/09/2011,0,0,0,0,0,0,,,0,,,,,,25.65,1.08
+02/09/2011,0,0,0,0,0,0,,,0,,,,,,26.45,1.09
+03/09/2011,0,0,0,0,0,0,,,0,,,,,,28.35,1.1
+04/09/2011,9.6,3.8,6.8,3.2,1.4,18.8,,,0,,,,,,24.4,1.1
+05/09/2011,6.6,3.6,6,4.6,5.2,7.8,,,0,,,,,,24.1,1.11
+06/09/2011,0,0,0,0,0,0.2,,,0,,,,,,24.4,1.09
+07/09/2011,0,0,0,0,0,0,,,0,,,,,,23.3,1.08
+08/09/2011,0,0,0,0,0,0.2,,,0,,,,,,22.85,1.08
+09/09/2011,0,0,0,0,0,0.2,,,0,,,,,,25.25,1.08
+10/09/2011,0,0,0,0,0,0,,,0,,,,,,25.15,1.08
+11/09/2011,0,0,0,0,0,0,,,0,,,,,,26.6,1.09
+12/09/2011,0,0,0,0,0,0,,,0,,,,,,25.65,1.07
+13/09/2011,0,0,0,0,0,0.2,,,0,,,,,,26.5,1.08
+14/09/2011,0,0,0,0,0,0,,,0,,,,,,25.9,1.07
+15/09/2011,0,0,0,0,0,0,,,0,,,,,,24.8,1.06
+16/09/2011,0,0,0,0,0,0,,,0,,,,,,24.4,1.05
+17/09/2011,0,0,0,0,0,0,,,0,,,,,,22.95,1.05
+18/09/2011,8.2,9.2,4,15.6,3.6,25.4,,,0,,,,,,22.75,1.07
+19/09/2011,8.4,9.8,9.6,2.8,7.6,6.2,,,30.2,,,,,,18.2,1.18
+20/09/2011,1.6,2.8,6.6,1.4,1.8,3.4,,,1.8,,,,,,18.3,1.1
+21/09/2011,0,0,0,0,0,0,,,0,,,,,,20.8,1.06
+22/09/2011,0,0,0,0,0,0,,,0,,,,,,22,1.06
+23/09/2011,0,0,0,0,0,0.2,,,0,,,,,,22.8,1.07
+24/09/2011,0,0,0,0,0,0,,,0,,,,,,23.1,1.07
+25/09/2011,0.6,0,0,0,0,0,,,0,,,,,,23.7,1.08
+26/09/2011,0,0,0,0,0,0,,,6.8,,,,,,21.8,1.06
+27/09/2011,0,0,0,0,0,0,,,0,,,,,,23.2,1.06
+28/09/2011,0,0,0,0,0,0,,,0,,,,,,22.35,1.06
+29/09/2011,0,0,0,0,0,0,,,0,,,,,,22.25,1.05
+30/09/2011,0,0,0,0,0,0,,,0,,,,,,21.25,1.05
+01/10/2011,0,0,0,0,0,0,,,0,,,,,,22.15,1.05
+02/10/2011,0,0,0,0,0,0,,,0,,,,,,22.95,1.05
+03/10/2011,0,0,0,0,0,0,,,0,,,,,,22.95,1.04
+04/10/2011,0,0,0,0,0,0,,,0,,,,,,21.1,1.04
+05/10/2011,0,0,0,0,0,0,,,0,,,,,,21.5,1.03
+06/10/2011,0,0,0,0,0,0,,,0,,,,,,21.35,1.03
+07/10/2011,20.2,15.4,9.8,15.8,11.2,14.4,,,0,,,,,,17.65,1.07
+08/10/2011,0.2,0,0,0,0.2,0,,,2,,,,,,14.45,1.04
+09/10/2011,0,0,0,0,0,0,,,0,,,,,,13.45,1.03
+10/10/2011,0,0,0,0,0,0,,,0,,,,,,14.3,1.03
+11/10/2011,0,0,0,0,0,0,,,0,,,,,,17.15,1.03
+12/10/2011,0,0,0,0,0,0.2,,,0,,,,,,17.65,1.04
+13/10/2011,0,0,0,0,0,0,,,0,,,,,,20.7,1.05
+14/10/2011,0,0,0,0,0,0,,,0,,,,,,16.3,1.03
+15/10/2011,0,0,0,0,0,0,,,0,,,,,,13.55,1.02
+16/10/2011,0,0,0,0,0,0,,,0,,,,,,14.65,1.02
+17/10/2011,0,0,0,0,0,0,,,0,,,,,,13.45,1.01
+18/10/2011,0,0,0,0.2,0,0.6,,,0,,,,,,12.45,1.02
+19/10/2011,0,0,0,0.8,0,1.6,,,0,,,,,,17.35,1.05
+20/10/2011,17.6,23,27.4,16,22.6,19.8,,,0,,,,,,14.95,1.1
+21/10/2011,0,0,0,0,0,0,,,15.6,,,,,,12.65,1.07
+22/10/2011,0,0,0,0,0,0,,,0,,,,,,12.15,1.03
+23/10/2011,0,0,0,0,0,0,,,0,,,,,,10.3,1.03
+24/10/2011,1.6,1.4,0.2,0.4,0.4,1.2,,,0,,,,,,12.55,1.04
+25/10/2011,12.2,14.6,13.6,24.2,13.2,37.4,,,1.4,,,,,,15.55,1.05
+26/10/2011,62.6,54.2,49.4,47.8,49,53.4,,,51.2,,,,,,15.65,1.35
+27/10/2011,0.2,0.2,0.6,0,0.2,0.2,,,1.6,,,,,,13.55,1.19
+28/10/2011,0.2,0,0,0,0.2,0.2,,,0.2,,,,,,14.9,1.07
+29/10/2011,0,0.2,0,0,0.2,0.2,,,0,,,,,,15.55,1.04
+30/10/2011,0,0,0,0,0.2,0.2,,,0.2,,,,,,14.5,1.03
+31/10/2011,0,0,0,0,0,0.2,,,0.2,,,,,,14,1.01
+01/11/2011,0,0,0,0,0.2,0.2,,,0,,,,,,14.15,1.03
+02/11/2011,0,0,0,0,0,0.2,,,0.2,,,,,,14.85,1.01
+03/11/2011,0,0,0,0,0.2,0.2,,,0,,,,,,14.6,1.01
+04/11/2011,2.4,3.6,2.4,6.2,1.6,9.2,,,0,,,,,,16.9,1.03
+05/11/2011,0,0,1.4,2.4,0,0.8,,,0,,,,,,19.45,1.05
+06/11/2011,5.2,4.8,0.2,6.6,4.4,8.8,,,4,,,,,,15.95,1.07
+07/11/2011,16.6,15,1,16.4,12,18.6,,,0,,,,,,13.5,1.08
+08/11/2011,5,7,0.2,8.2,5.8,6.8,,,15.8,,,,,,16.95,1.13
+09/11/2011,0,0,0,0,0,0.2,,,0,,,,,,16.85,1.03
+10/11/2011,0,0,0,0,0.2,0.2,,,0,,,,,,14.75,0.97
+11/11/2011,0,0,0,0,0,0.2,,,0.2,,,,,,12.75,0.97
+12/11/2011,0,0,0,0,0,0,,,0.2,,,,,,12.25,0.97
+13/11/2011,0,0,0,0,0,0,,,0,,,,,,11.35,0.99
+14/11/2011,0,0,0,0,0.2,0,,,0,,,,,,10.45,0.99
+15/11/2011,0,0,0,0,0,0,,,0.2,,,,,,9.2,0.99
+16/11/2011,0,0,0,0,0.2,0,,,0,,,,,,9.4,0.98
+17/11/2011,0,0,0,0,0,0,,,0.2,,,,,,9,0.97
+18/11/2011,0,0,0,0,0.2,0,,,0,,,,,,8.35,0.95
+19/11/2011,0,0,0,0,0.2,0,,,0.2,,,,,,7.35,0.96
+20/11/2011,0,0.2,0,0,0.2,0,,,0,,,,,,8.4,0.96
+21/11/2011,0,0,0,0,0,0,,,0.2,,,,,,10.3,0.97
+22/11/2011,0,0,0,0,0,0,,,0,,,,,,10.4,0.98
+23/11/2011,0,0,0.4,0,0,0.2,,,0,,,,,,14.1,0.98
+24/11/2011,0,0,0,0,0,0,,,0,,,,,,13.4,0.97
+25/11/2011,0,0,0,0,0,0,,,0,,,,,,12.3,0.96
+26/11/2011,0,0,0,0,0,0,,,0,,,,,,9.2,0.96
+27/11/2011,0,0,0,0,0,0,,,0.2,,,,,,9.45,0.96
+28/11/2011,0,0,0,0,0,0,,,0,,,,,,10.85,0.97
+29/11/2011,0,0,0,0,0.2,0,,,0.2,,,,,,9.55,0.97
+30/11/2011,0,0,0,0,0,0.2,,,0,,,,,,8.4,0.98
+01/12/2011,3.8,2.8,1,1.2,1.4,2,,,0.2,,,,,,9.15,1
+02/12/2011,9.4,4.6,5.2,2.4,8.4,3.6,,,0.2,,,,,,14.35,1
+03/12/2011,2.4,5.4,2.2,5,2,4.4,,,0,,,,,,14.6,1
+04/12/2011,5.8,5,3.4,5.2,2.8,4.8,,,3.2,,,,,,12.25,1.06
+05/12/2011,30.4,17.8,8.6,18.2,14,19.2,,,19.4,,,,,,14.15,1.23
+06/12/2011,0,0,0,0,0,0.2,,,18.6,,,,,,10.95,1.41
+07/12/2011,0,0,0,0,0.2,0,,,0.2,,,,,,10.55,1.43
+08/12/2011,0,0,0,0,0,0.2,,,0,,,,,,13.5,1.2
+09/12/2011,1.8,0.8,0.8,0.4,1,0.8,,,0.2,,,,,,10.2,1.13
+10/12/2011,9.4,7.2,6.8,1.4,7.8,2,,,1.2,,,,,,12.6,1.1
+11/12/2011,0.6,0,0,0,0.4,0,,,0.6,,,,,,13,1.33
+12/12/2011,38,37.2,29.8,40.8,31,42.4,,,5.4,,,,,,11.75,1.36
+13/12/2011,0.4,0.2,0.2,0,0.4,0,,,16,,,,,,9.55,1.58
+14/12/2011,14,12,12,11.6,16.4,14.8,,,0.4,,,,,,12.3,1.6
+15/12/2011,0.6,2.2,2,2,0.8,2.6,,,4.4,,,,,,13.9,1.48
+16/12/2011,24.4,44.6,21.4,32.8,30.2,46,,,1.8,,,,,,13.7,1.46
+17/12/2011,0.6,4.2,4.6,4,2,0,,,10.6,,,,,,8.2,1.88
+18/12/2011,0,0,0,0,0.2,0,,,0,,,,,,4.65,1.89
+19/12/2011,0,0,0,0,0,0,,,0,,,,,,4.85,1.51
+20/12/2011,0,0,0,0,0,0,,,0,,,,,,2.05,1.29
+21/12/2011,0,0,0,0,0,0,,,0,,,,,,4.05,1.12
+22/12/2011,0,0,0,0,0,0,,,0.2,,,,,,5.15,1.09
+23/12/2011,0,0,0,0,0.2,0,,,0,,,,,,5.1,1.08
+24/12/2011,7,5.2,9,6,5.8,5.6,,,0.2,,,,,,5,1.32
+25/12/2011,0,0,0,0,0,0,,,4,,,,,,9,1.15
+26/12/2011,0,0,0,0,0,0,,,0,,,,,,9.1,1.19
+27/12/2011,0,0,0,0,0,0,,,0,,,,,,9,1.08
+28/12/2011,0,0,0,0,0,0,,,0,,,,,,6.1,1.06
+29/12/2011,0.2,0,0,0,0.2,0.2,,,0.2,,,,,,6.3,1.25
+30/12/2011,0,0,0,0,0,0.2,,,0.4,,,,,,6,1.22
+31/12/2011,0,0,0,0,0,0,,,0,,,,,,5.7,1.06
+01/01/2012,0,0,0,0,0,0,,,0.2,,,,,,7.1,1.09
+02/01/2012,13.4,13.4,13.6,12,12.6,19,,,0.6,,,,,,9.7,1.23
+03/01/2012,4,3.8,5,1.2,3.8,2,,,9,,,,,,9.1,1.33
+04/01/2012,3.6,2.6,2,3.6,2,4.2,,,0,,,,,,6.6,1.28
+05/01/2012,3.2,1.8,2,3.6,2.2,3.6,,,5.6,,,,,,6.6,1.36
+06/01/2012,0,0,0,0,0,0.4,,,4,,,,,,9.45,1.32
+07/01/2012,0,0,0,0,0,0,,,0,,,,,,6.5,1.41
+08/01/2012,0,0,0,0,0,0,,,0,,,,,,5.7,1.38
+09/01/2012,0,0,0,0,0.2,0,,,0,,,,,,7.4,1.32
+10/01/2012,0,0,0,0,0,0,,,0,,,,,,6.45,1.25
+11/01/2012,0,0,0,0,0.2,0,,,0,,,,,,5.95,1.25
+12/01/2012,0,0,0,0,0,0,,,0.2,,,,,,5.55,1.23
+13/01/2012,0,0,0,0,0,0,,,0,,,,,,10.55,1.23
+14/01/2012,0,0,0,0,0,0,,,0,,,,,,7.7,1.2
+15/01/2012,0,0,0,0,0.2,0,,,0,,,,,,4.5,1.18
+16/01/2012,0,0,0,0,0,0,,,0,,,,,,4.2,1.21
+17/01/2012,0,0,0,0,0,0,,,0,,,,,,3.15,1.06
+18/01/2012,0,0,0,0,0,0,,,0.2,,,,,,4,1.05
+19/01/2012,0.4,0,0,0,0,0,,,0,,,,,,6.05,1.08
+20/01/2012,1,0.4,0.6,0,0.4,0,,,0.2,,,,,,9,1.09
+21/01/2012,0,0,0,0,0,0,,,0.2,,,,,,8.15,1.14
+22/01/2012,0,0,0,0,0,0,,,0,,,,,,9.75,1.09
+23/01/2012,0,0,0,0,0,0,,,0,,,,,,11.15,1.14
+24/01/2012,0,0,0,0,0,0,,,0,,,,,,9.9,1.25
+25/01/2012,0,0,0,0,0,0,,,0,,,,,,5.7,1.24
+26/01/2012,0,0,0,0,0,0,,,0,,,,,,3.55,1.25
+27/01/2012,0,0,0,0,0,0,,,0,,,,,,6.45,1.27
+28/01/2012,0,0,0,0,0,0,,,0,,,,,,6.45,1.22
+29/01/2012,0,0,0,0,0.2,0,,,0,,,,,,6.65,1.08
+30/01/2012,0,0,0,0,0,0,,,0,,,,,,4.15,1.06
+31/01/2012,0,0,0,0,0.2,1,,,0,,,,,,3.05,1.06
+01/02/2012,0,0,0,0,0.2,0,,,3.4,,,,,,2,1.06
+02/02/2012,0,0,0,0,0.2,0,,,2.4,,,,,,0.9,1.07
+03/02/2012,0,0,0,0,0,0,,,0,,,,,,-1.35,1.05
+04/02/2012,0,0,0,0,0,0,,,0,,,,,,-1.75,1.04
+05/02/2012,0,0,0,0,0,0,,,0,,,,,,-0.85,1.04
+06/02/2012,2.6,0,0,0,0,0,,,0,,,,,,-1.6,1.03
+07/02/2012,0.4,0,0,0,0,0,,,0,,,,,,0.35,1.04
+08/02/2012,0.8,1,0,0,0,0,,,0,,,,,,2.85,1.04
+09/02/2012,5.2,0,0,0,0,0,,,0,,,,,,4.85,1.03
+10/02/2012,0,0,0,0,0,0,,,0,,,,,,1.35,1.02
+11/02/2012,0,0,0,0,0,0,,,0,,,,,,-0.5,1.04
+12/02/2012,0,0,0,0,0,0,,,0,,,,,,-0.65,1.05
+13/02/2012,0,0,0,0,0,0,,,0,,,,,,1.55,1.03
+14/02/2012,0,0,0,0,0,0,,,0,,,,,,1.9,1.01
+15/02/2012,0,0,0,0,0,0,,,0,,,,,,-0.4,1.03
+16/02/2012,0,0,0,0,0,0,,,0,,,,,,7.4,1.02
+17/02/2012,0,0,0,0,0,0,,,0,,,,,,6.85,1.03
+18/02/2012,3,1.8,1.6,0,0.8,0.6,,,0,,,,,,9.55,1.06
+19/02/2012,10,6.6,6.4,6.2,6.6,9.6,,,1.2,,,,,,8,1.16
+20/02/2012,4.2,6.4,5.2,3.2,3.2,6.6,,,0.6,,,,,,7.4,1.26
+21/02/2012,0,0,0,0,0,0,,,4.4,,,,,,8.35,1.21
+22/02/2012,0,0,0,0,0,0,,,0,,,,,,9.4,1.17
+23/02/2012,0,0,0,0,0,0,,,0,,,,,,12.45,1.22
+24/02/2012,0,0,0,0,0,0,,,0,,,,,,11.2,1.21
+25/02/2012,0,0,0,0,0,0,,,0,,,,,,11.25,1.2
+26/02/2012,0,0,1.6,0,0.2,0.4,,,0,,,,,,10.5,1.19
+27/02/2012,0,0,0,0,0,0,,,0,,,,,,8.95,1.18
+28/02/2012,0,0,0,0,0,0,,,0,,,,,,10.25,1.16
+29/02/2012,0,0,0,0,0,0,,,0,,,,,,10.75,1.38
+01/03/2012,0.2,0,0,0,0.2,0.2,,,0,,,,,,12.9,1.27
+02/03/2012,0,0,0,0,0,0,,,0,,,,,,11.45,1.22
+03/03/2012,0,0,0,0,0,0,,,0,,,,,,13.25,1.3
+04/03/2012,0,0,0,0,0,0,,,0,,,,,,12.25,1.33
+05/03/2012,5.4,3,6.8,7.6,6.6,7.4,,,0,,,,,,14.1,1.34
+06/03/2012,16,16,9,13.6,15,16.4,,,8.4,,,,,,10.05,1.4
+07/03/2012,0,0,0,0,0,0,,,0.8,,,,,,10.1,1.34
+08/03/2012,0,0,0,0,0,0,,,0,,,,,,8.95,1.25
+09/03/2012,0,0,0,0,0,0,,,0,,,,,,11.55,1.31
+10/03/2012,0,0,0,0,0,0,,,0,,,,,,11.7,1.28
+11/03/2012,0,0,0,0,0,0,,,0,,,,,,12.75,1.11
+12/03/2012,0,0,0,0,0,0,,,0,,,,,,12.4,1.25
+13/03/2012,0,0,0,0,0,0,,,0,,,,,,13.8,1.11
+14/03/2012,0,0,0,0,0,0,,,0,,,,,,12.8,1.22
+15/03/2012,0,0,0,0,0,0,,,0,,,,,,12.45,1.08
+16/03/2012,0,0,0,0,0,0,,,0,,,,,,14.45,1.08
+17/03/2012,0,0,0,0,0,0,,,0,,,,,,12.1,1.27
+18/03/2012,1.2,0,0.8,0.2,0.8,2.2,,,0,,,,,,15.45,1.12
+19/03/2012,12.8,9.2,12.2,1.4,4.4,1,,,0,,,,,,12.15,1.19
+20/03/2012,0,0,0,0,0,0,,,0,,,,,,12,1.22
+21/03/2012,0,0,0,0,0,0,,,0,,,,,,16.9,1.21
+22/03/2012,0,0,0,0,0,0,,,0,,,,,,17.15,1.1
+23/03/2012,0,0,0,0,0,0,,,0,,,,,,14.85,1.1
+24/03/2012,0.2,0.2,2,0,0,0.4,,,0,,,,,,16.8,1.22
+25/03/2012,0,0,0,0,0,0.2,,,0,,,,,,15.35,1.1
+26/03/2012,0,0,0,0,0,0,,,0,,,,,,16.5,1.18
+27/03/2012,0,0,0,0,0,0,,,0,,,,,,16,1.14
+28/03/2012,0,0,0,0,0,0,,,0,,,,,,16.8,1.16
+29/03/2012,0,0,0,0,0,0,,,0,,,,,,15.4,1.15
+30/03/2012,0,0,0,0,0,0,,,0,,,,,,15.15,1.12
+31/03/2012,0,0,0,0,0,0,,,0,,,,,,15.2,1.07
+01/04/2012,0,0,0,0,0,0,,,0,,,,,,17.45,1.06
+02/04/2012,0,0,0,0,0.2,0,,,0,,,,,,17.25,1.08
+03/04/2012,2,1.4,2.4,5.4,1.4,4.2,,,0,,,,,,15.7,1.18
+04/04/2012,0,0,0,0,0.2,0,,,0.2,,,,,,16.85,1.09
+05/04/2012,0,0,0,0,0,0,,,0,,,,,,17.6,1.1
+06/04/2012,0,1,0,0,0,0,,,6,,,,,,16.55,1.1
+07/04/2012,16.2,6.2,3,0.6,11,1.4,,,0.2,,,,,,14.55,1.11
+08/04/2012,18.2,21.2,14,12.6,15.8,15.2,,,4.6,,,,,,11.25,1.14
+09/04/2012,0,0,0,0,0,0,,,7.4,,,,,,10.45,1.28
+10/04/2012,2.4,1.8,0.6,1,1.8,1.8,,,0,,,,,,10.9,1.14
+11/04/2012,31.8,35.8,24.6,33.2,27.2,39.2,,,9.8,,,,,,11,1.57
+12/04/2012,1.4,0.4,0.2,0,0,0.2,,,24.6,,,,,,14.4,2.15
+13/04/2012,0.8,0.8,0.6,0,0.4,1.6,,,0,,,,,,14,2.12
+14/04/2012,14.2,8.8,10,8.8,10.2,8.8,,,1.2,,,,,,11.75,1.97
+15/04/2012,3.6,3,5.2,3,3,3,,,22.4,,,,,,13.45,2.08
+16/04/2012,11.4,2,3,0.4,4.6,0.8,,,0.8,,,,,,10.75,1.93
+17/04/2012,0,0,0.2,0,0,0,,,1.2,,,,,,15.2,1.82
+18/04/2012,7.6,5.8,5.2,2.2,7.2,2.4,,,0,,,,,,12.8,1.67
+19/04/2012,8.4,16,13.6,15,7.8,14.6,,,6.8,,,,,,12.2,1.65
+20/04/2012,23.8,18.6,17.4,13.4,14.8,16.6,,,8.8,,,,,,11.95,2.11
+21/04/2012,27,23,12.8,7,25,8.2,,,11,,,,,,13.85,2.7
+22/04/2012,2.8,6,4,7.2,3.2,6.2,,,0.4,,,,,,15.05,2.43
+23/04/2012,0,0,0,0.2,0,0,,,0,,,,,,13.4,2.19
+24/04/2012,12.8,18.2,9,17.2,13.2,20.8,,,6.2,,,,,,13.4,2.02
+25/04/2012,1.8,1.8,1.2,0.6,0.4,0.6,,,3.8,,,,,,15.4,1.88
+26/04/2012,0,0,0,0,0,0,,,0,,,,,,15.75,1.99
+27/04/2012,0,0,0,0,0,0,,,0,,,,,,19.35,1.97
+28/04/2012,0,0,0,0,0,0,,,0,,,,,,23.25,1.63
+29/04/2012,0.2,0,0.2,0,0,0.2,,,0,,,,,,19.2,1.36
+30/04/2012,2,2,2.2,2,1.6,2.2,,,0.2,,,,,,18.55,1.33
+01/05/2012,9.6,6,13,8.8,7,8.8,,,6.2,,,,,,17.05,1.32
+02/05/2012,0.2,0,0,0,0,0.2,,,6.8,,,,,,16,1.33
+03/05/2012,0,0,0,0,0,0,,,0,,,,,,16.8,1.35
+04/05/2012,0,0,0,0,0,0,,,0,,,,,,16.35,1.37
+05/05/2012,0.2,0.2,0,1.4,0,1.6,,,0,,,,,,15.9,1.41
+06/05/2012,17,13,16.6,16,15,21.2,,,0,,,,,,16.5,1.49
+07/05/2012,14.2,11.2,13.2,11.4,8.2,11.8,,,63.2,,,,,,17.8,2.54
+08/05/2012,0,0,0,0,0,0,,,0.2,,,,,,18.15,2.35
+09/05/2012,0,0,0,0,0,0,,,0,,,,,,19.2,1.73
+10/05/2012,0,0,0,0,0,0.2,,,0,,,,,,20.95,1.63
+11/05/2012,0,0,0,0,0,0,,,0,,,,,,23.1,1.6
+12/05/2012,0,0,0,0,0,0,,,0,,,,,,22.5,1.41
+13/05/2012,6,3.4,3.8,2.6,1.2,3,,,0,,,,,,15.85,1.35
+14/05/2012,0,0,0,0,0,0,,,1.8,,,,,,14.75,1.38
+15/05/2012,0,0,0,0,0,0,,,0,,,,,,15.15,1.25
+16/05/2012,0.6,1.4,2.8,2.2,0.4,1.6,,,1.8,,,,,,15.45,1.24
+17/05/2012,0,0,0,0,0,0,,,0,,,,,,15,1.21
+18/05/2012,0,0,0,0,0,0,,,0,,,,,,15.35,1.22
+19/05/2012,0.8,0.8,0.8,0.2,0.2,0.4,,,0,,,,,,16.65,1.19
+20/05/2012,33.2,32.2,32.8,33,16.2,31.8,,,2.4,,,,,,16.15,1.33
+21/05/2012,23.6,23.4,33.2,22.6,10,28.2,,,31.2,,,,,,16.4,1.71
+22/05/2012,2.4,0.2,0,0.2,1,0.2,,,8.2,,,,,,16.65,2.02
+23/05/2012,0.4,0.4,1.2,0.8,0,0.4,,,1,,,,,,19.7,1.79
+24/05/2012,0,0,0.6,0,0,0,,,0,,,,,,22.5,1.55
+25/05/2012,0,0.2,0.2,0,0,0,,,0,,,,,,22.8,1.33
+26/05/2012,0,0,0.8,0,0,0,,,0,,,,,,20.85,1.5
+27/05/2012,0,0,0,0,0,0,,,0,,,,,,20.1,1.36
+28/05/2012,4.6,5.6,5.8,6.8,2.4,6,,,3,,,,,,19.95,1.4
+29/05/2012,0,0,0,0,0,0,,,0,,,,,,20.9,1.26
+30/05/2012,0,0,0,0.6,0,1.2,,,0,,,,,,21.9,1.26
+31/05/2012,0,0,0,0,0,0,,,0,,,,,,22.35,1.27
+01/06/2012,0,0,0,0,0,0,,,0,,,,,,22.15,1.21
+02/06/2012,0,0,0,0,0,0,,,0,,,,,,21.7,1.29
+03/06/2012,0,0,0,0,0,0,,,0,,,,,,24.2,1.29
+04/06/2012,15.6,13,13,7.2,9,7,,,0,,,,,,19.75,1.29
+05/06/2012,0,0,0,0,0,0.2,,,5,,,,,,20.8,1.33
+06/06/2012,0,0,0,0,0,0,,,0,,,,,,20.45,1.28
+07/06/2012,0,0,0,0,0,0,,,0,,,,,,22.25,1.18
+08/06/2012,0,0,0,0,0,0.2,,,0,,,,,,24.7,1.22
+09/06/2012,0.2,1.2,1,0.8,0.2,0.4,,,0,,,,,,24.7,1.25
+10/06/2012,2,1,0,0.2,0.2,0.4,,,0.8,,,,,,20.75,1.15
+11/06/2012,24,8.6,7.2,8.2,5.2,5.6,,,7.4,,,,,,21.5,1.2
+12/06/2012,9,12.8,11.4,6.8,6,6.2,,,1.6,,,,,,20.45,1.28
+13/06/2012,0,0,0.2,0,0,0,,,0,,,,,,20.25,1.33
+14/06/2012,0,0,0,0,0,0,,,0,,,,,,21.05,1.23
+15/06/2012,0,0,0,0,0,0,,,0,,,,,,21.9,1.14
+16/06/2012,0,0,0,0,0,0,,,0,,,,,,24.35,1.2
+17/06/2012,0,0,0,0,0,0,,,0,,,,,,26.8,1.14
+18/06/2012,0,0,0,0,0,0,,,0,,,,,,27.75,1.13
+19/06/2012,0,0,0,0,0,0,,,0,,,,,,28.65,1.12
+20/06/2012,0,0,0,0,0,0,,,0,,,,,,28.55,1.1
+21/06/2012,0,0,0,0,0,0,,,0,,,,,,26.55,1.09
+22/06/2012,0,0,0,0,0,0,,,0,,,,,,26.3,1.09
+23/06/2012,0,0,0,0,0,0,,,0,,,,,,25.95,1.07
+24/06/2012,0,0,0,0,0,0,,,0,,,,,,25.35,1.07
+25/06/2012,0,0,0,0,0,0,,,0,,,,,,26.6,1.06
+26/06/2012,0,0,0,0,0,0,,,0,,,,,,25.85,1.05
+27/06/2012,0,0,0,0,0,0,,,0,,,,,,28.35,1.05
+28/06/2012,0,0,0,0,0,0,,,0,,,,,,28.6,1.04
+29/06/2012,0,0,0,0,0,0,,,0,,,,,,28,1.03
+30/06/2012,0,0,0,0,0,0,,,0,,,,,,28.9,1.02
+01/07/2012,0,0,0,0,0,0,,,0,,,,,,30.25,1.02
+02/07/2012,0,0,0,0,0,0,,,0,,,,,,29.5,1.02
+03/07/2012,0,0,0,0,0,0,,,0,,,,,,25.55,1.01
+04/07/2012,0,0,0,0,0,0,,,0,,,,,,25.7,1.01
+05/07/2012,0,0,0,0,0,0,,,0,,,,,,26.8,1.01
+06/07/2012,0,0,0,0,0,0,,,0,,,,,,26.7,1.01
+07/07/2012,0,0,0,0,0,0,,,2.6,,,,,,26.15,1.01
+08/07/2012,0,0,0,0,0,0,,,0,,,,,,26.65,1.01
+09/07/2012,0,0,0,0,0,0,,,0,,,,,,28.2,1.01
+10/07/2012,0,0,0,0,0,0,,,0,,,,,,26.6,0.99
+11/07/2012,0,0,0,0,0,0,,,0,,,,,,26.8,1
+12/07/2012,0,0,0,0,0,0,,,0,,,,,,27.2,1.03
+13/07/2012,0,0,0,0,0,0,,,0,,,,,,24,1.03
+14/07/2012,0,0,0,0,0,0,,,0,,,,,,28.15,1.05
+15/07/2012,0,0,0,0,0,0,,,0,,,,,,24.05,1.02
+16/07/2012,0,0,0,0,0,0,,,0,,,,,,24.3,1.02
+17/07/2012,0,0,0,0,0,0,,,0,,,,,,25.7,1.02
+18/07/2012,0,0,0,0,0,0,,,0,,,,,,27,1.03
+19/07/2012,0,0,0,0,0,0,,,0,,,,,,26.45,1.01
+20/07/2012,0,0,0,0,0,0,,,0,,,,,,26.75,1.04
+21/07/2012,0,0,0,0,0,0,,,0,,,,,,25.9,1.04
+22/07/2012,0,0,0,0,0,0,,,0,,,,,,25.1,1.03
+23/07/2012,0,0,0,0,0,0,,,0,,,,,,22.35,1.03
+24/07/2012,0,0,0,0,0,0,,,0,,,,,,25.95,1.05
+25/07/2012,0,0.4,1.8,2,0,0.2,,,0,,,,,,26.8,1.04
+26/07/2012,0,0,0,0,0,0.2,,,0,,,,,,25.7,1.04
+27/07/2012,0,0,0,0,0,0,,,0,,,,,,28.55,1.03
+28/07/2012,0,0,0,0,0,0,,,0,,,,,,29,1.02
+29/07/2012,0,0,0,0,0,0,,,0,,,,,,27.2,0.99
+30/07/2012,0,0,0,0,0,0,,,0,,,,,,26.8,0.99
+31/07/2012,0,0,0,0,0,0,,,0,,,,,,27.65,1
+01/08/2012,0,0,0,0,0,0,,,0,,,,,,28.7,0.99
+02/08/2012,0,0,0,0,0,0,,,0,,,,,,28.85,0.98
+03/08/2012,0,0,0,0,0,0,,,0,,,,,,27.25,0.99
+04/08/2012,0,0,0,0,0,0,,,0,,,,,,28.1,0.99
+05/08/2012,0,0,0,0,0,0,,,0,,,,,,28.5,0.99
+06/08/2012,0,0,0,0,0,0,,,0,,,,,,28.4,1
+07/08/2012,0,0,0,0,0,0,,,0,,,,,,28.05,0.99
+08/08/2012,0,0,0,0,0,0,,,0,,,,,,26.35,0.98
+09/08/2012,0,0,0,0,0,0,,,0,,,,,,28.5,0.99
+10/08/2012,0,0,0,0,0,0,,,0,,,,,,28.85,0.98
+11/08/2012,0,0,0,0,0,0,,,0,,,,,,26.55,0.97
+12/08/2012,0,0,0,0,0,0,,,0,,,,,,26.35,0.98
+13/08/2012,0,0,0,0,0,0,,,0,,,,,,28.15,0.99
+14/08/2012,2.2,0,0.8,1.6,0,7.4,,,20.6,,,,,,27.7,0.99
+15/08/2012,0,0,0,0,0,0.2,,,0,,,,,,27.6,0.97
+16/08/2012,0,0,0,0,0,0,,,0,,,,,,26,0.96
+17/08/2012,0,0,0,0,0,0,,,0,,,,,,28.75,0.97
+18/08/2012,0,0,0,0,0,0,,,0,,,,,,30.05,0.98
+19/08/2012,0,0,0,0,0,0,,,0,,,,,,30.95,0.98
+20/08/2012,0,0,0,0,0,0,,,0,,,,,,31.2,0.98
+21/08/2012,0,0,0,0,0,0,,,0,,,,,,30.5,0.97
+22/08/2012,0,0,0,0,0,0,,,0,,,,,,30.2,0.96
+23/08/2012,0,0,0,0,0,0,,,0,,,,,,29.5,0.97
+24/08/2012,0,0,0,0,0,0,,,0,,,,,,28.8,0.97
+25/08/2012,0,0,0,0,0,0,,,0,,,,,,28.45,0.98
+26/08/2012,16.4,9.8,5.8,3.6,4,4.8,,,2.4,,,,,,23.6,0.99
+27/08/2012,0,0,0,0,0,0.2,,,6.4,,,,,,24.4,0.99
+28/08/2012,0,0,0,0,0,0,,,0,,,,,,24.5,0.98
+29/08/2012,0,0,0,0,0,0,,,0,,,,,,25.25,0.97
+30/08/2012,0,0,0,0,0,0,,,0,,,,,,26.15,0.97
+31/08/2012,5.6,7.6,9.8,22.2,0,15.6,,,7.8,,,,,,22.75,1.14
+01/09/2012,6,6.4,2.6,6.2,0,6.4,,,0.6,,,,,,19.4,1.12
+02/09/2012,0.2,0.2,0.2,0,0,0.2,,,2.4,,,,,,19.1,1.03
+03/09/2012,17.6,18.2,18.4,17.2,0,12.6,,,13.8,,,,,,21.35,1.04
+04/09/2012,0.2,0,0.6,0.6,0,0.6,,,0.6,,,,,,19.9,1.13
+05/09/2012,0.2,0.6,0,1.8,0,1.6,,,0,,,,,,24.15,1.06
+06/09/2012,0,0,0,0,0,0,,,1.8,,,,,,24.05,1.01
+07/09/2012,0,0,0,0,0,0,,,0,,,,,,25,0.99
+08/09/2012,0,0,0,0,0,0.2,,,0,,,,,,25,0.97
+09/09/2012,0,0,0,0,0,0,,,0,,,,,,23.65,0.97
+10/09/2012,0,0,0,0,0,0,,,0,,,,,,23.65,0.97
+11/09/2012,0,0,0,0,0,0,,,0,,,,,,23.95,1.01
+12/09/2012,0,0.2,0,9.6,0.2,5.8,,,0,,,,,,24.7,1.05
+13/09/2012,4.4,3.2,1.6,4.6,2.2,6,,,0,,,,,,20.2,1.04
+14/09/2012,0,0,0.2,0,0,0,,,0,,,,,,20.2,1.03
+15/09/2012,0,0,0,0,0,0,,,0,,,,,,21.65,1.02
+16/09/2012,0,0,0,0,0,0,,,0,,,,,,20.7,1.01
+17/09/2012,0,0,0,0,0,0,,,0,,,,,,20.45,1.01
+18/09/2012,0,0,0,0,0,0,,,0,,,,,,21.65,1.01
+19/09/2012,21.4,10.4,17.2,5.4,18.8,4.6,,,0.4,,,,,,18.1,1.07
+20/09/2012,0,0,0,0,0,0.2,,,33.6,,,,,,18.45,1.16
+21/09/2012,0,0,0,0,0,0,,,0,,,,,,17.35,1.01
+22/09/2012,0,0,0,0,0,0,,,0,,,,,,18.7,1.02
+23/09/2012,0,0,0,0,0,0,,,0,,,,,,25.2,1.04
+24/09/2012,0,0,0,0,0,0,,,0,,,,,,25.15,1.03
+25/09/2012,0,0,0.2,0,0,0,,,0,,,,,,22.15,1.01
+26/09/2012,0,0,0,0,0,0,,,0,,,,,,24.85,1.02
+27/09/2012,10.8,16,7,8.8,0.6,8.8,,,0,,,,,,20.95,1.01
+28/09/2012,0.4,0.2,0,0.6,0,0.8,,,1.2,,,,,,22.55,1.02
+29/09/2012,3.8,2,1.2,4,1,1.8,,,0,,,,,,22.5,1.02
+30/09/2012,36.8,35.6,37.2,33.2,36.4,36.6,,,4,,,,,,21.8,1.11
+01/10/2012,3.6,3,9,4.8,6,4.2,,,28.8,,,,,,20.4,1.32
+02/10/2012,0,0,0,0,0,0.2,,,0,,,,,,20.2,1.08
+03/10/2012,0,0,0,0,0,0,,,0.2,,,,,,18.15,1.02
+04/10/2012,0,0,0,0,0,0,,,0,,,,,,19.9,0.99
+05/10/2012,0,0,0,0,0,0,,,0,,,,,,20.8,0.97
+06/10/2012,0.2,0,0.2,0,0,0.2,,,0,,,,,,19.4,0.97
+07/10/2012,0,0,0,0,0,0,,,0,,,,,,20.65,1.03
+08/10/2012,0,0,0,0,0,0.2,,,0,,,,,,22.4,1.04
+09/10/2012,2,1,1.8,0.8,0.6,0.6,,,5,,,,,,20.15,1.17
+10/10/2012,0,0,0.2,0,0,0,,,9.4,,,,,,20.45,1.13
+11/10/2012,5,5.2,5.2,3.4,4.8,7,,,0,,,,,,20.25,1.05
+12/10/2012,4.8,8.6,5.4,5.4,3.4,5.6,,,5.4,,,,,,20.05,1.06
+13/10/2012,7,5.2,7.2,8.4,1,0,,,0.6,,,,,,18.85,1.11
+14/10/2012,1,0.8,0.2,0,0,0.6,,,0.2,,,,,,18.95,1.1
+15/10/2012,20.6,20.6,17.8,20.2,13.6,22.4,,,0,,,,,,16.55,1.23
+16/10/2012,0,0,0.2,0,0,0.2,,,29.4,,,,,,15.1,1.59
+17/10/2012,0,0,0,0.2,0,0.6,,,0,,,,,,18.35,1.26
+18/10/2012,0.2,0,0.2,0,0,0.2,,,0.2,,,,,,17,1.12
+19/10/2012,0,0,0,0,0,0.2,,,0,,,,,,18.25,1.07
+20/10/2012,0,0,0,0,0,0,,,0.2,,,,,,18.95,1.04
+21/10/2012,0,0,0,0,0,0.2,,,0,,,,,,20.8,1.04
+22/10/2012,0,0,0,0,0,0,,,0,,,,,,20.45,1.02
+23/10/2012,0,0,0,0,0,0,,,0,,,,,,18.95,1.01
+24/10/2012,0,0,0,0,0,0,,,0.2,,,,,,17.45,1
+25/10/2012,0,0,0,0,0,0.2,,,0,,,,,,17.1,1.08
+26/10/2012,30.4,31.8,20.8,39.8,10.4,47.2,,,0,,,,,,16.55,1.2
+27/10/2012,20.4,45,29.8,29.8,8,36,,,17.4,,,,,,16.05,1.53
+28/10/2012,20.8,20.4,15.2,18,5.8,21.2,,,12.4,,,,,,10.8,1.99
+29/10/2012,4.6,3,2,2.6,0.4,2.6,,,28,,,,,,7.75,2.14
+30/10/2012,0,0,0.2,0,0,0,,,0,,,,,,7.05,1.66
+31/10/2012,25.2,29,27,35.6,12.6,38.4,,,0,,,,,,10.55,1.56
+01/11/2012,12.4,12.2,12.6,18.4,3.8,13.4,,,22.2,,,,,,14.55,2.54
+02/11/2012,0.4,0.2,0,0.4,0,0.4,,,0.2,,,,,,14.75,2.39
+03/11/2012,0.2,0,0,0,0,0.4,,,1.2,,,,,,14.8,2.05
+04/11/2012,18.8,23.2,24.2,37.8,5.4,48.6,,,2.2,,,,,,17.15,1.76
+05/11/2012,9.6,10.6,5.6,39,5,37,,,8.2,,,,,,17.45,1.65
+06/11/2012,0.6,0,0.4,0.8,0,1.6,,,0,,,,,,13.75,2.04
+07/11/2012,0,0,0,0.2,0,0.2,,,0,,,,,,12.15,1.88
+08/11/2012,0,0,0,0,0,0,,,0.2,,,,,,10.8,1.71
+09/11/2012,0.4,0.2,0,0,0.2,0.2,,,0,,,,,,10.05,1.45
+10/11/2012,0.4,0.2,0.2,0,0,0.8,,,0,,,,,,14.5,1.47
+11/11/2012,15.2,17,15.6,34.8,8,30.4,,,3.4,,,,,,17.1,1.64
+12/11/2012,6.8,7,6.6,5.2,2.4,5.2,,,21.2,,,,,,14.75,4.02
+13/11/2012,0.2,0,0,0.2,0,0.6,,,35.4,,,,,,14.8,4.96
+14/11/2012,0,0,0,0,0,0,,,0.4,,,,,,15.7,3.21
+15/11/2012,0,0,0,0,0,0,,,0.2,,,,,,11.85,2.53
+16/11/2012,0,0,0,0,0,0,,,0.2,,,,,,10.35,2.3
+17/11/2012,0,0,0,0,0,0,,,0.2,,,,,,10.75,2.11
+18/11/2012,0,0,0,0,0,0,,,0,,,,,,10.85,1.77
+19/11/2012,3.2,2.4,6.8,4.4,1.2,3.2,,,0.4,,,,,,12.05,1.78
+20/11/2012,0,0,0,0,0,0,,,3.4,,,,,,14.55,1.58
+21/11/2012,0,0,0,0,0,0,,,0.2,,,,,,12,1.39
+22/11/2012,0,0,0,0,0,0.2,,,0.2,,,,,,10.7,1.33
+23/11/2012,0,0,0,0,0,0,,,0,,,,,,11.8,1.42
+24/11/2012,0,0,0,0,0,0.2,,,0,,,,,,12.7,1.37
+25/11/2012,2.4,1.8,1.8,3.6,0.6,3.6,,,0,,,,,,13,1.37
+26/11/2012,0.6,0.4,1.4,3.6,0.2,2,,,0,,,,,,13.05,1.44
+27/11/2012,27.6,29.2,31.4,31.6,33.4,37.8,,,0,,,,,,13.95,1.86
+28/11/2012,40.2,38.8,39.8,48.4,28.8,54.8,,,102.2,,,,,,13.35,4.29
+29/11/2012,1,0,1,1.4,0.8,1.8,,,22.8,,,,,,10.1,4.02
+30/11/2012,2,1.4,2.8,5.6,0.6,5.2,,,6.8,,,,,,9,3.19
+01/12/2012,13.4,10.6,7.4,13.6,2.8,15,,,2.8,,,,,,10.35,2.58
+02/12/2012,4,3.6,4.2,9.4,0,9,,,2.6,,,,,,8.95,2.33
+03/12/2012,1,2,2,2,0.2,1.2,,,1.6,,,,,,6.8,2.24
+04/12/2012,40.2,34.2,29,20,23.8,23.8,,,2.4,,,,,,7.55,2.34
+05/12/2012,0.2,0,0.2,0,0,0.2,,,9.8,,,,,,4.3,2.62
+06/12/2012,0.2,0.2,0.2,0,0,0,,,0.2,,,,,,3.75,2.29
+07/12/2012,2,3.6,0.2,0.2,2.2,10,,,0,,,,,,2.7,2.03
+08/12/2012,5.8,1.2,2.4,1.6,0.8,0,,,18,,,,,,3.05,2.34
+09/12/2012,12.2,4.4,16,8.6,2.2,0,,,0,,,,,,4.6,2.03
+10/12/2012,0,2.4,0,0,0,1.6,,,0,,,,,,2.6,1.9
+11/12/2012,0,3,0,0,0,0.4,,,0.6,,,,,,4.2,1.75
+12/12/2012,0,1.2,0,0,0,0,,,0,,,,,,3.9,1.66
+13/12/2012,0.6,0,0,0.2,0,0.2,,,0.2,,,,,,1.15,1.59
+14/12/2012,14.6,15.4,7.2,10.2,4.4,24,,,0.6,,,,,,8.1,1.72
+15/12/2012,45.8,63.2,46.4,57.2,18.8,102,,,11,,,,,,12.75,2.72
+16/12/2012,0.2,0,0,0,0,0,,,3.8,,,,,,12.7,3.1
+17/12/2012,16.4,8,7,2.8,5,5.8,,,2.2,,,,,,8.05,3.24
+18/12/2012,0.4,0,0.2,0,0,0.2,,,21.4,,,,,,6.4,3.23
+19/12/2012,0.4,0,0.4,0,0,0,,,0,,,,,,6.4,2.55
+20/12/2012,0,0,0.2,0,0.2,0,,,0,,,,,,2.4,2.4
+21/12/2012,9.8,6.8,7.2,3.8,0.8,6.6,,,5.6,,,,,,5.35,2.05
+22/12/2012,0.2,0,0,0,0,0,,,1,,,,,,4,1.96
+23/12/2012,2.2,0.4,1.2,0,0.2,0.4,,,0.2,,,,,,3.95,1.97
+24/12/2012,1.2,0.2,0.4,0,0,0.2,,,1.2,,,,,,10.45,1.93
+25/12/2012,1,0.6,0.4,0.4,0,3,,,0,,,,,,11.3,1.84
+26/12/2012,11.8,11,11.8,10.6,9.2,12,,,0,,,,,,11.2,1.9
+27/12/2012,3.2,1.6,1.4,1,0,1,,,9.8,,,,,,10.75,2.37
+28/12/2012,0.2,0,0,0,0,0.2,,,4,,,,,,11.15,2.27
+29/12/2012,0,0,0,0,0,0,,,0,,,,,,8.4,2.18
+30/12/2012,0,0,0,0,0,0,,,0.2,,,,,,6.3,2.13
+31/12/2012,0,0,0,0,0,0,,,0,,,,,,6.75,1.94
+01/01/2013,0.8,0.2,0.4,0,0,0,,,0,,,,,,2.65,1.75
+02/01/2013,14.2,12.8,6.8,12.2,1.2,20,,,2,,,,,,7.35,1.8
+03/01/2013,0.2,0,0,0,0,0,,,0.4,,,,,,10.3,1.67
+04/01/2013,0.2,0,0.2,0,0,0.2,,,0.2,,,,,,6.2,1.43
+05/01/2013,0,0,0.2,0,0,0,,,0,,,,,,8.4,1.49
+06/01/2013,0.2,0,0.2,0,0,0,,,0,,,,,,7.95,1.55
+07/01/2013,0.2,0,0.2,0,0,0,,,0,,,,,,7.8,1.46
+08/01/2013,0,0,0.2,0,0,0,,,0,,,,,,6.15,1.48
+09/01/2013,0,0,0,0,0,0,,,0,,,,,,9.4,1.56
+10/01/2013,0,0,0.2,0,0,0,,,2.4,,,,,,10.2,1.56
+11/01/2013,5.4,1,1.8,0.8,0.8,1.4,,,3.8,,,,,,7.6,1.5
+12/01/2013,6.4,3,5,1.4,1.6,2.4,,,2.2,,,,,,6.5,1.54
+13/01/2013,21,21.6,22,21.4,8,22.4,,,16.6,,,,,,7.25,1.69
+14/01/2013,9.6,10.2,12.2,12,8.4,15.6,,,3.2,,,,,,6.8,2.73
+15/01/2013,7.6,5.8,6.6,10.6,1.4,7,,,1.8,,,,,,6.35,2.65
+16/01/2013,13,12.4,6,10.6,1.4,13,,,7.8,,,,,,5.25,2.52
+17/01/2013,1.2,0.4,3.4,2.2,0.2,0.6,,,0.6,,,,,,4,2.53
+18/01/2013,0.2,0,2.6,1.2,0,0,,,0.2,,,,,,4.75,2.44
+19/01/2013,21.8,19,12.8,18.4,5.4,21.2,,,11.4,,,,,,3.25,2.27
+20/01/2013,40.4,42.8,37,45.8,16.4,54.2,,,30.4,,,,,,8.7,3.89
+21/01/2013,6.6,5.8,3.4,3.4,0.8,6.2,,,4.6,,,,,,9.9,6.15
+22/01/2013,8,7.6,9.2,8,4.2,9.2,,,3.8,,,,,,6.8,3.93
+23/01/2013,0.6,1,0.6,1.2,0,1.2,,,2.2,,,,,,6.15,3.21
+24/01/2013,0,0,0.6,0,0,0,,,0.2,,,,,,6.9,2.78
+25/01/2013,0.2,0,0.6,0.2,0,0.8,,,0,,,,,,7.1,2.53
+26/01/2013,0,0,0,0,0,0,,,0,,,,,,5.15,2.42
+27/01/2013,0,0,0,0,0,0,,,0.2,,,,,,4.45,2.29
+28/01/2013,10.4,8.4,7.4,7.8,0.8,7.8,,,10,,,,,,5.5,2.16
+29/01/2013,0,0,0,0,0,0,,,0.2,,,,,,6.9,2.2
+30/01/2013,0,0,0,0,0,0,,,0.6,,,,,,9.65,2.1
+31/01/2013,0.2,0,0,0,0,0,,,0.2,,,,,,11.85,2.11
+01/02/2013,0.2,0.4,0.8,1,0,0.6,,,0,,,,,,12.1,2.16
+02/02/2013,16.4,15,15.2,27.2,2.4,21.8,,,15.8,,,,,,9.8,2.28
+03/02/2013,2.2,3.2,12.2,6,0.2,2.8,,,0,,,,,,6.4,2.81
+04/02/2013,0,0,0,0,0,0,,,0.2,,,,,,6.7,2.68
+05/02/2013,2,0.6,1.4,1,0.2,1.6,,,0.2,,,,,,7.55,2.42
+06/02/2013,0.2,0.6,2,4.6,1.4,6,,,8.6,,,,,,9.3,2.44
+07/02/2013,0,0.2,0.4,0,0,0,,,0,,,,,,6.45,2.4
+08/02/2013,0,0,0,0,0,0,,,0,,,,,,6.55,2.48
+09/02/2013,0,0,0,0,0,0,,,0,,,,,,4.45,2.3
+10/02/2013,0,0,0,0,0,0,,,0,,,,,,2.55,2.02
+11/02/2013,0.6,2,19,0,2.4,44.6,,,12.6,,,,,,4.45,2.07
+12/02/2013,27.4,25.4,14.6,7.4,6,1,,,0.2,,,,,,4.9,2.73
+13/02/2013,6.6,5.2,0.2,9.2,0,0,,,0,,,,,,5.35,2.56
+14/02/2013,0,0,0,20.6,0,0,,,0,,,,,,7,2.43
+15/02/2013,0,0,0,0,0,0,,,0,,,,,,6.9,2.16
+16/02/2013,0,0,0,0,0,0,,,0.2,,,,,,7.6,2.1
+17/02/2013,0,0,0,0,0,0,,,0,,,,,,7,2.08
+18/02/2013,0.2,0,0.4,0,0,0,,,0,,,,,,7.25,1.97
+19/02/2013,0,0,0,0,0,0,,,0,,,,,,5.8,1.81
+20/02/2013,1.4,0.8,1.8,1.8,0.6,0.6,,,0,,,,,,5.75,1.74
+21/02/2013,4.6,14.2,8.8,4.8,3.8,19,,,2.6,,,,,,5.5,1.86
+22/02/2013,3.2,2.6,4,2.2,0.4,1.6,,,8.2,,,,,,4.25,1.9
+23/02/2013,0,0.2,1.8,0.2,0.4,17.6,,,18.6,,,,,,2.3,2.02
+24/02/2013,10.6,10,16.8,0.4,13.6,21.4,,,16.2,,,,,,5.5,2.77
+25/02/2013,15.2,12,17.8,1.8,0.6,7,,,1.4,,,,,,5.45,2.58
+26/02/2013,36.4,16,0.2,18.4,0,0,,,0.2,,,,,,6.7,2.41
+27/02/2013,5.6,0.2,0,0.2,0,0,,,0,,,,,,4.85,2.18
+28/02/2013,0,0,0,0,0,0,,,0,,,,,,7.55,2.07
+01/03/2013,0,0,0,0,0,0,,,0,,,,,,6.15,2.07
+02/03/2013,0,0,0,0,0,0,,,0,,,,,,10.1,2.09
+03/03/2013,0,0,0,0,0,0,,,0.2,,,,,,8.2,2.04
+04/03/2013,0,0,0,0,0,0,,,0,,,,,,10.4,2.01
+05/03/2013,8.2,3,5.2,3.2,2,8.6,,,5,,,,,,8.5,1.95
+06/03/2013,23.2,18,22.6,19.2,8.6,39.4,,,7,,,,,,9.95,2.19
+07/03/2013,10.2,9,6.2,13,4.6,20.2,,,9.8,,,,,,11.95,2.63
+08/03/2013,14,9.4,15.2,11.8,4.6,22.4,,,9.8,,,,,,12.1,3.17
+09/03/2013,11,13.6,11.6,10.6,8,15.4,,,10.4,,,,,,13.3,3.92
+10/03/2013,8.4,3.8,5,2.2,4.2,4.6,,,46.2,,,,,,13.7,3.94
+11/03/2013,6,3.6,3,6.8,0.4,8,,,24.8,,,,,,11.35,4.43
+12/03/2013,3.4,0.8,1,0.2,1,0.6,,,21,,,,,,11.55,4.96
+13/03/2013,27.8,21,18,23.6,10.8,28.8,,,6.6,,,,,,6.95,3.91
+14/03/2013,0,0,2,0.2,0,0.4,,,0,,,,,,7.1,3.32
+15/03/2013,0,0,0.2,0,0,0,,,0,,,,,,6.35,2.82
+16/03/2013,0,0,0,0,0,0,,,0,,,,,,6,2.62
+17/03/2013,15.6,21.2,13,9.2,4.8,26,,,5.8,,,,,,7.25,2.56
+18/03/2013,47.8,70.8,46,13.6,34.4,106,,,17.6,,,,,,11.7,4.05
+19/03/2013,0,0,0,0,0,0.6,,,0.4,,,,,,11.3,4.23
+20/03/2013,13.4,9,8,2,2,7.8,,,11.8,,,,,,9.45,3.06
+21/03/2013,0,0,0,0,0,0,,,0,,,,,,11,2.8
+22/03/2013,0,0,0,0,0,0,,,0,,,,,,9.95,2.58
+23/03/2013,0.4,0,0,0,0,0.4,,,0,,,,,,11.75,2.49
+24/03/2013,10,8.6,9,7,3.8,13.2,,,1.2,,,,,,13.05,2.43
+25/03/2013,0.2,0,2.6,0,0,0,,,0.2,,,,,,9.1,2.3
+26/03/2013,8.6,2.6,3.8,2.2,3,5.6,,,5.8,,,,,,6.6,2.15
+27/03/2013,0,0,0,0,0,0,,,0,,,,,,10.25,2.12
+28/03/2013,10,7.4,5.8,8.8,2.6,13,,,0,,,,,,13.25,2.09
+29/03/2013,13,6.2,8,16.4,1.6,25.4,,,0.2,,,,,,14.25,2.17
+30/03/2013,24.8,23.8,24,38,12.6,52.8,,,13.6,,,,,,13.6,2.36
+31/03/2013,2.6,0.2,0,0,0,0.4,,,0,,,,,,12.3,3.66
+01/04/2013,4.6,2.4,2,1.6,0.6,4,,,3,,,,,,12.8,2.8
+02/04/2013,17.2,12.6,10.2,6.6,6.2,14.4,,,3.4,,,,,,11.6,2.8
+03/04/2013,0,0,0,0,0,0.2,,,0,,,,,,13.5,2.7
+04/04/2013,1.2,1,1.2,2.6,0.2,3.4,,,0,,,,,,11.25,2.57
+05/04/2013,19.4,15,13.8,8.6,6.6,17,,,17.2,,,,,,12,2.63
+06/04/2013,0.6,0.2,0.2,0,0.6,0,,,0.2,,,,,,15.55,2.47
+07/04/2013,0,0,0,0,0,0,,,0,,,,,,12.3,2.45
+08/04/2013,4.4,4.6,2.8,6,1.6,5.8,,,5,,,,,,10.1,2.42
+09/04/2013,8.4,4,4,3.2,2.4,5.6,,,10.4,,,,,,12.95,2.47
+10/04/2013,0.8,1.6,1.2,0.4,0.4,0.6,,,2.4,,,,,,14.35,2.37
+11/04/2013,0,0,0,0,0,0.2,,,0,,,,,,14.1,2.2
+12/04/2013,0.2,0,0,1.8,0,1.4,,,0.4,,,,,,17.1,2.1
+13/04/2013,0,0,0,0,0,0,,,0,,,,,,15.45,1.98
+14/04/2013,0,0,0,0,0,0.2,,,0,,,,,,16.45,1.83
+15/04/2013,0,0,0,0,0,0,,,0,,,,,,18.3,1.88
+16/04/2013,0,0,0,0,0,0,,,0,,,,,,17.75,1.76
+17/04/2013,0,0,0,0,0,0,,,0,,,,,,20.75,1.62
+18/04/2013,0,0,0,0,0,0,,,0,,,,,,19.75,1.7
+19/04/2013,0,0,0,0,0,0,,,0,,,,,,18.85,1.62
+20/04/2013,1.4,0,0.8,1.6,1.2,0.6,,,0,,,,,,16.3,1.87
+21/04/2013,0,0,0,0.4,0,0,,,0,,,,,,13.85,1.7
+22/04/2013,16.4,12.4,14.8,20.8,10,18.2,,,1.8,,,,,,14,0
+23/04/2013,0.8,0.6,4.2,0,1.8,0.8,,,0.8,,,,,,14,0
+24/04/2013,0,0,0,0,0,0.2,,,0,,,,,,17,1.79
+25/04/2013,0,0,0,0,0,0,,,0,,,,,,19.45,1.63
+26/04/2013,0,0,0,0,0,0,,,0,,,,,,20.85,1.57
+27/04/2013,17.6,17.4,5.8,20.2,5,19.6,,,4.8,,,,,,18.85,1.42
+28/04/2013,6.4,3.6,1.6,9.4,2.2,8,,,2.2,,,,,,20,1.47
+29/04/2013,0,0,0,0,0,0.2,,,0.2,,,,,,22.6,1.59
+30/04/2013,2,1.4,1.2,1.4,1,1.8,,,0.6,,,,,,23.3,1.46
+01/05/2013,0.4,0.2,0,0.2,0,0.8,,,0,,,,,,22.65,1.43
+02/05/2013,3.2,9.6,12.4,10.6,8.6,10.4,,,9.6,,,,,,18.35,1.35
+03/05/2013,0,0,0.2,0,0,0,,,0.2,,,,,,19.55,1.36
+04/05/2013,0,0,0,0,0,0.2,,,0,,,,,,19.15,1.68
+05/05/2013,12,2.4,17,9.4,4.6,15.2,,,3.8,,,,,,16.85,1.72
+06/05/2013,0,0,0,0,0,0.2,,,6.6,,,,,,17.1,1.84
+07/05/2013,0,0,0,0,0,0,,,5,,,,,,18.95,1.76
+08/05/2013,0.4,0.4,0,1.2,0.6,1,,,0.6,,,,,,18.85,1.63
+09/05/2013,0,0,0,0,0,0.2,,,0.2,,,,,,20.25,1.88
+10/05/2013,1.6,0.6,3,2.6,1.2,1,,,6.8,,,,,,19.85,1.83
+11/05/2013,0.8,2.2,1.4,1.6,0,2.8,,,0,,,,,,18.75,1.59
+12/05/2013,13.6,3.6,6.2,6,2.4,7.4,,,9.4,,,,,,18.2,1.46
+13/05/2013,1,0.4,5.4,1,2,0.4,,,1.6,,,,,,18.35,1.44
+14/05/2013,0,0,0,0,0,0,,,0,,,,,,18.6,1.52
+15/05/2013,3.6,2.8,0.6,5.8,0.2,6.8,,,0,,,,,,17.85,1.49
+16/05/2013,43.8,39.2,43.4,43,37,40.6,,,13.8,,,,,,18.1,2
+17/05/2013,14.8,14.6,7.4,9.2,4.8,8.6,,,7.4,,,,,,16.75,2.36
+18/05/2013,1.8,1.4,0.6,0,0.8,0,,,6.4,,,,,,18.05,2.49
+19/05/2013,3.4,3,2.6,1.6,1.6,1.6,,,4.2,,,,,,16.45,2.32
+20/05/2013,0,0,0,1,0,1,,,3.4,,,,,,16.1,1.84
+21/05/2013,0,0,0,0,0,0,,,0,,,,,,15.65,1.71
+22/05/2013,0,0,0,0,0,0.2,,,0.2,,,,,,16.6,1.77
+23/05/2013,15.4,3.4,10,7.2,1.4,6.8,,,5.8,,,,,,17.65,1.83
+24/05/2013,3.2,4.2,3.8,5.8,1.2,5.4,,,0,,,,,,15.5,1.83
+25/05/2013,38.6,32.8,20,24.8,18.2,25,,,19.2,,,,,,11.3,1.93
+26/05/2013,1.8,7.6,3.2,4.8,5.2,2.6,,,0.4,,,,,,14.8,2.14
+27/05/2013,0,0,0,0,0,0,,,0,,,,,,15.7,2
+28/05/2013,0,0,0,0.2,0,0.2,,,1.6,,,,,,16.7,1.93
+29/05/2013,2.6,1,2,3,0.8,3,,,0,,,,,,16.15,1.84
+30/05/2013,28.2,36,21,29.8,18,32,,,6.8,,,,,,14.55,1.91
+31/05/2013,0.4,0,0.2,0.2,0,0.4,,,4.2,,,,,,16.3,1.88
+01/06/2013,0.2,0,0.2,0.4,0,0,,,0.2,,,,,,18,1.79
+02/06/2013,1.4,0,0,0,0,0,,,0,,,,,,19.8,2.07
+03/06/2013,2.2,4.8,2,4.8,0,2.6,,,4.4,,,,,,18.55,2.09
+04/06/2013,0.2,0.2,0,0,0,0.2,,,12.2,,,,,,19,1.87
+05/06/2013,0.8,2,1.2,13.4,16.8,10.4,,,18,,,,,,20.6,1.88
+06/06/2013,0.2,0.2,0.6,1.8,0,1.4,,,0,,,,,,19.85,1.82
+07/06/2013,0,5.6,0,0.4,2.8,0.4,,,0.2,,,,,,21.45,1.75
+08/06/2013,0,0,0,0,0,0.2,,,0,,,,,,22.2,1.77
+09/06/2013,3.2,1.8,1.2,2,0.6,2.8,,,3.4,,,,,,18.75,1.54
+10/06/2013,1.6,0.4,3.8,2.6,0,6,,,12.6,,,,,,18.65,1.56
+11/06/2013,0,0,0,0,0,0,,,0.2,,,,,,19.65,1.55
+12/06/2013,0,0,0,0.2,0,0.2,,,0,,,,,,23.6,1.6
+13/06/2013,0,0,0,0,0,0,,,0,,,,,,23.3,1.5
+14/06/2013,0,0,0,0,0,0,,,0,,,,,,23.3,1.41
+15/06/2013,0,0,0,0,0,0,,,0,,,,,,23.9,1.27
+16/06/2013,0,0,0,0,0,0,,,0,,,,,,24.45,1.33
+17/06/2013,0,0,0,0,0,0,,,0,,,,,,26.35,1.36
+18/06/2013,0,0,0,0,0,0,,,0,,,,,,29.15,1.3
+19/06/2013,0,0,0,0,0,0,,,0,,,,,,29.4,1.27
+20/06/2013,0,0,0,0,0,0,,,0,,,,,,27.65,1.27
+21/06/2013,0,0,0,0,0,0,,,0,,,,,,25.2,1.28
+22/06/2013,0,0,0,0,0,0,,,0,,,,,,22.5,1.26
+23/06/2013,0,0,0,0,0,0,,,0,,,,,,23.45,1.26
+24/06/2013,10.2,6.6,6.4,8.2,3.6,3.4,,,18.8,,,,,,20.7,1.25
+25/06/2013,1.2,0,0.2,0.2,0,0.4,,,4.4,,,,,,21.1,1.28
+26/06/2013,0,0.2,0.2,0.2,0,4.4,,,0.2,,,,,,20,1.23
+27/06/2013,1,9.8,18.6,8.8,8.6,6,,,0,,,,,,21.45,1.23
+28/06/2013,0.2,0,0,0.2,0.2,0.2,,,0,,,,,,19.75,1.27
+29/06/2013,0,0,0,0,0,0,,,0,,,,,,19.75,1.23
+30/06/2013,0,0,0,0,0,0,,,0,,,,,,22.1,1.25
+01/07/2013,0,0,0,0,0,0,,,0,,,,,,22.95,1.26
+02/07/2013,0,0,0,0,0,0,,,0,,,,,,23.5,1.23
+03/07/2013,0,0,0,0.6,0,0,,,0.2,,,,,,22.85,1.12
+04/07/2013,0.2,0.2,4,1.6,0,3,,,0.4,,,,,,25,1.12
+05/07/2013,0,0,0,0,0,0,,,0,,,,,,24.95,1.12
+06/07/2013,0,0,0,0,0,0,,,0,,,,,,26.45,1.19
+07/07/2013,0,0,0,0,0,0,,,0,,,,,,26.2,1.1
+08/07/2013,0,0,0,0,0,0,,,0,,,,,,27.1,1.16
+09/07/2013,0,0,0,0,0,0,,,0,,,,,,25.95,1.11
+10/07/2013,0,0,0,6.2,0,2.8,,,0.2,,,,,,26.2,1.11
+11/07/2013,0,0.4,9.2,3.4,0.8,0.6,,,0,,,,,,25.4,1.19
+12/07/2013,0,0,0,0,0,0,,,0,,,,,,25.4,1.22
+13/07/2013,0.8,0,0,0.2,0,0,,,0,,,,,,25.4,1.21
+14/07/2013,1.4,1.2,5.2,1,9.2,2.2,,,0,,,,,,26.35,1.21
+15/07/2013,0,0,0,0,0,0,,,0,,,,,,26.25,1.1
+16/07/2013,0,13.6,0,0,0,0,,,0,,,,,,27.55,1.08
+17/07/2013,0,0,0,0,0,0,,,0,,,,,,27.9,1.07
+18/07/2013,0,0,0,0,0,0,,,13.4,,,,,,27.1,1.15
+19/07/2013,0,0,0.2,0,0,0,,,0,,,,,,24.85,1.1
+20/07/2013,0,0.2,4.6,1.2,1.8,6,,,0,,,,,,26.1,1.1
+21/07/2013,0,0,0.4,0,0,0,,,0,,,,,,25.6,1.17
+22/07/2013,0,0,0,0,0,0,,,0,,,,,,27.2,1.19
+23/07/2013,0,0,0,0,0,0,,,0,,,,,,28.1,1.06
+24/07/2013,0,0,0,0,0,0,,,0,,,,,,27.25,1.04
+25/07/2013,0,0,0,0,0,0,,,0,,,,,,26.55,1.03
+26/07/2013,0,0,0,0,0,0,,,0,,,,,,29.15,1.05
+27/07/2013,0,0,0,0,0,0,,,0,,,,,,28.7,1.04
+28/07/2013,0,0,0,0,0,0,,,0,,,,,,29.6,1.04
+29/07/2013,5.6,5,2.8,5.6,3.8,3.4,,,15.8,,,,,,26.9,1.06
+30/07/2013,0,0,0,0,0,0,,,0,,,,,,27,1.13
+31/07/2013,0,0,0,0,0,0,,,0,,,,,,25.85,1.2
+01/08/2013,0,0,0,0,0,0,,,0,,,,,,27.05,1.09
+02/08/2013,0,0,0,0,0,0,,,0,,,,,,28.5,1.04
+03/08/2013,0,0,0,0,0,0,,,0,,,,,,29.2,1.05
+04/08/2013,0,0,0,0,0,0,,,0,,,,,,27.95,1.04
+05/08/2013,0,0,0,0,0,0,,,0,,,,,,28.9,1.04
+06/08/2013,0,0,0,0,0,0,,,0,,,,,,29,1.04
+07/08/2013,0,0,0,0,0,0,,,0,,,,,,30.15,1.05
+08/08/2013,0,0,0,0,0,0,,,0,,,,,,28.8,1.05
+09/08/2013,0.4,0,4,0,0,0,,,0,,,,,,28.4,1.07
+10/08/2013,0,0.2,0,0,0,0,,,0,,,,,,26.7,1.1
+11/08/2013,0,0,0,0,0,0,,,0,,,,,,26.8,1.06
+12/08/2013,0,0,0,0,0,0,,,0,,,,,,27.1,1.05
+13/08/2013,0,0,0,0,0,0,,,0,,,,,,26.6,1.04
+14/08/2013,0,0,0,0,0,0,,,0,,,,,,26.15,1.04
+15/08/2013,0,0,0,0,0,0,,,0,,,,,,25.7,1.04
+16/08/2013,0,0,0,0,0,0,,,0,,,,,,26.15,1.03
+17/08/2013,0,0,0,0,0,0,,,0,,,,,,26.6,1.03
+18/08/2013,0,0,0,0,0,0,,,0,,,,,,26.1,1.02
+19/08/2013,0,0,0,0,0,0,,,6,,,,,,25.05,1.02
+20/08/2013,19.6,21.6,30,0.2,19.8,21.6,,,10,,,,,,21.45,1.09
+21/08/2013,0,0,0,0,0,0,,,0,,,,,,24.8,1.07
+22/08/2013,0,0,0,0,0,0,,,0,,,,,,24.45,1.05
+23/08/2013,0,0,0,0,0,0,,,0,,,,,,25.55,1.05
+24/08/2013,0.2,0,0,0,0,0,,,0,,,,,,24.8,1.05
+25/08/2013,22,28,38.4,44.6,29.2,40.8,,,12.4,,,,,,22.4,1.19
+26/08/2013,0.2,1,1.2,0,0,0,,,0,,,,,,23.4,1.07
+27/08/2013,0,0,0,0,0,0,,,0,,,,,,23.9,1.05
+28/08/2013,2.4,0.2,0,0,0.2,1,,,0,,,,,,23.5,1.05
+29/08/2013,0,0,0,0,0,1.2,,,0,,,,,,24.5,1.05
+30/08/2013,0,0,0,0,0,0,,,0,,,,,,22.75,1.05
+31/08/2013,0,0,0,0,0,0,,,0,,,,,,23.4,1.04
+01/09/2013,0,0,0,0,0,0,,,0,,,,,,23.75,1.04
+02/09/2013,0,0,0,0,0,0,,,0,,,,,,23.65,1.04
+03/09/2013,0,0,0,0,0,0,,,0,,,,,,24.65,1.04
+04/09/2013,0,0,0,0,0,0,,,0,,,,,,26.2,1.04
+05/09/2013,0,0,0,0,0,0,,,0,,,,,,26.35,1.04
+06/09/2013,0,0,0,0,0,0,,,0,,,,,,25.65,1.04
+07/09/2013,0,0,0,0,0,0,,,0,,,,,,25.7,1.04
+08/09/2013,0,0,0,12.8,0,6.6,,,0,,,,,,24.55,1.06
+09/09/2013,26.2,21.2,18.4,10.8,10.6,8,,,15.4,,,,,,23.2,1.1
+10/09/2013,5,2.4,0.6,12.2,1.6,5.8,,,15.6,,,,,,21.9,1.09
+11/09/2013,3.2,0.4,0.6,3.2,0.8,2.8,,,0.2,,,,,,20.85,1.13
+12/09/2013,2,8.6,4.2,6.6,0,5.4,,,0,,,,,,20.15,1.08
+13/09/2013,0,0,0,0,0,0,,,0,,,,,,20.4,1.06
+14/09/2013,0,0,0,0.2,0,0,,,0,,,,,,20.25,1.05
+15/09/2013,34.6,31.8,27.6,27.4,22,24,,,4.6,,,,,,20.65,1.16
+16/09/2013,1.6,0.2,0,0.4,0.2,0.2,,,0.2,,,,,,19.45,1.14
+17/09/2013,4.2,4,1.4,4,0.6,0.6,,,0,,,,,,20.5,1.08
+18/09/2013,0,0,0,0.2,0,0,,,0,,,,,,18.35,1.07
+19/09/2013,0,0,0,0,0,0,,,0,,,,,,22.45,1.06
+20/09/2013,0,0,0,0,0,0,,,0,,,,,,21.7,1.11
+21/09/2013,0,0,0,0,0,0,,,0,,,,,,21.35,1.11
+22/09/2013,0,0,0,0,0,0,,,0,,,,,,20.6,1.11
+23/09/2013,0,0,0,0,0,0,,,0,,,,,,19.9,1.11
+24/09/2013,0,0,0,0,0,0,,,0,,,,,,19.6,1.11
+25/09/2013,0,0,0,0,0,0,,,0,,,,,,19.65,1.11
+26/09/2013,0,0,0,0,0,0,,,0,,,,,,20.8,1.07
+27/09/2013,0,0,0,0,0,0,,,0,,,,,,20.9,1.08
+28/09/2013,0,0,0,0,0,0,,,0,,,,,,23,1.06
+29/09/2013,70.6,66.2,46.2,46.2,43.2,39.2,,,32.6,,,,,,19.45,1.23
+30/09/2013,12.8,2.6,4.4,10.6,2,1.6,,,35.2,,,,,,18.1,1.72
+01/10/2013,0.2,0,0,0,0,0,,,0.2,,,,,,19.45,1.46
+02/10/2013,0,0,0.2,0,0,0,,,0,,,,,,20.4,1.15
+03/10/2013,0,0,0,0,0,0,,,0.2,,,,,,17.1,1.08
+04/10/2013,0.2,0,0.2,0.2,0,0,,,0.4,,,,,,18.6,1.08
+05/10/2013,60.4,47.4,59.6,43.8,46.4,44.8,,,30,,,,,,16.9,1.46
+06/10/2013,0.4,1.2,2.4,5,3.2,12.2,,,1.2,,,,,,18.55,1.68
+07/10/2013,4.8,7.8,6.6,8.6,4.8,7.4,,,7.6,,,,,,16.55,1.64
+08/10/2013,0.2,0,0,0.4,0,0.2,,,0.2,,,,,,17.95,1.65
+09/10/2013,0,0,0.6,0,0,0,,,0,,,,,,18.2,1.33
+10/10/2013,9.2,9,9.4,20,2,21.8,,,7.4,,,,,,19.05,1.15
+11/10/2013,0.6,1.8,1.4,0.2,1.2,0,,,5.6,,,,,,17,1.27
+12/10/2013,3.8,2.2,3.6,1.6,1.8,1.6,,,9.4,,,,,,15.6,1.3
+13/10/2013,0,0,0,0.2,0,0,,,0,,,,,,14.7,1.3
+14/10/2013,2.2,5,2.4,3.6,1,2.8,,,0.2,,,,,,14.85,1.21
+15/10/2013,0.8,0.4,1.6,0.2,0.4,0.4,,,3,,,,,,17.85,1.28
+16/10/2013,14.8,4.6,9,4,6.8,2.4,,,4.2,,,,,,19.05,1.32
+17/10/2013,0,0,0,0,0,0,,,0,,,,,,18.2,1.23
+18/10/2013,0.2,0,0.2,0.2,0,0,,,0.2,,,,,,17.15,1.15
+19/10/2013,0,0,0,0,0,0,,,0,,,,,,18.6,1.22
+20/10/2013,3.4,2.2,8.4,32,7,33.6,,,0,,,,,,17.75,1.34
+21/10/2013,50.2,48.8,62.2,110,56.8,126,,,60,,,,,,18.2,3.57
+22/10/2013,0,0,0,0.2,0,0.4,,,0,,,,,,20.9,2.77
+23/10/2013,0.2,0.2,0.2,0.2,0,0.4,,,0,,,,,,19.65,2.32
+24/10/2013,15.6,13.6,19,20,14.2,17.4,,,40.4,,,,,,19.4,3.36
+25/10/2013,0.2,0,0.2,0.2,0,0,,,0,,,,,,20.85,2.49
+26/10/2013,0,0,0,0,0,0,,,0.2,,,,,,19.45,2.17
+27/10/2013,0,0,0,0,0,0,,,0.2,,,,,,19.05,1.78
+28/10/2013,0,0,0,0,0,0,,,0,,,,,,21.15,1.65
+29/10/2013,0,0,0,0,0,0,,,0,,,,,,21.15,1.37
+30/10/2013,0,0,0,0,0,0,,,0,,,,,,19.3,1.3
+31/10/2013,0,0,0,0,0,0,,,0,,,,,,17.4,1.27
+01/11/2013,0,0,0,0,0,0,,,0.2,,,,,,16.65,1.23
+02/11/2013,6.6,6.2,4.6,5.4,0.8,4.6,,,0.2,,,,,,16.85,1.23
+03/11/2013,0,0,0,1,0,0.2,,,0,,,,,,18.65,1.39
+04/11/2013,14.4,9.2,10.4,12.4,6.4,12.8,,,26,,,,,,16.2,1.42
+05/11/2013,5,6.4,10.6,4.2,3.2,4,,,2.2,,,,,,16,2.08
+06/11/2013,0,0,0,0,0,0,,,0,,,,,,15.4,1.89
+07/11/2013,0,0,0,0,0,0,,,0,,,,,,17.5,1.53
+08/11/2013,0.2,0,0,0,0,0,,,0,,,,,,18.35,1.57
+09/11/2013,6,5.4,2.4,6.6,3.2,7,,,2.6,,,,,,17.05,1.77
+10/11/2013,14,5.6,4.8,9,4.4,6.2,,,38.8,,,,,,13.95,2.48
+11/11/2013,8.6,7.4,42.8,33.2,11,20.6,,,9.6,,,,,,11.3,4.91
+12/11/2013,0,0,0.8,0,0,0,,,0,,,,,,14.5,3.75
+13/11/2013,0,0,0,0,0,0,,,0,,,,,,16.55,2.5
+14/11/2013,4.2,2.6,4,2.6,3,2,,,4.6,,,,,,14.7,2.23
+15/11/2013,20.4,15.8,6.4,11.4,7.4,15.2,,,8.6,,,,,,13.45,2.35
+16/11/2013,0,0,0,0,0,0,,,0,,,,,,14.45,2.03
+17/11/2013,0,0,0,0.2,0,0.2,,,0.2,,,,,,11.8,1.82
+18/11/2013,0.2,0,0,0,0,0,,,0.2,,,,,,14,1.71
+19/11/2013,5,3.2,6.8,5.6,5,5,,,10.2,,,,,,13.05,1.72
+20/11/2013,2,1,1,1.2,0.8,1.4,,,1,,,,,,10.7,1.92
+21/11/2013,47.4,36.8,40.2,53.6,25.8,45.6,,,35,,,,,,8.25,2.32
+22/11/2013,4.2,1.2,2,3.8,0.4,4.6,,,2.4,,,,,,8.95,3.45
+23/11/2013,2,1,6.4,3.4,0.2,2.4,,,1.8,,,,,,8.15,2.81
+24/11/2013,0.4,0,0.4,0.6,0,0.4,,,0,,,,,,9,2.45
+25/11/2013,0.2,0,1.2,0,0,0,,,0.2,,,,,,7.1,2.24
+26/11/2013,0,0,0,0,0,0,,,0,,,,,,3.85,1.9
+27/11/2013,0,0,0,0,0,0,,,0,,,,,,4.1,1.79
+28/11/2013,0,0,0,0,0,0,,,0,,,,,,5.65,1.74
+29/11/2013,0,0,0,0,0,0,,,0,,,,,,5.45,1.54
+30/11/2013,0,0,0,0,0.2,0,,,0,,,,,,5.75,1.62
+01/12/2013,0,0,0,0,0,0,,,0,,,,,,8.95,1.65
+02/12/2013,0,0,0,0,0,0,,,0,,,,,,10.2,1.78
+03/12/2013,0,0,0,0,0,0,,,0,,,,,,8.85,1.56
+04/12/2013,0,0,0,0,0,0,,,0.2,,,,,,6.55,1.58
+05/12/2013,0,0,0,0,0,0,,,0,,,,,,5,1.24
+06/12/2013,0,0,0,0,0,0,,,0,,,,,,7.95,1.43
+07/12/2013,0.2,0,0.2,0,0,0,,,0.2,,,,,,7.7,1.4
+08/12/2013,0,0,0.2,0,0,0,,,0,,,,,,5.35,1.38
+09/12/2013,0.2,0,0.2,0,0,0,,,0.2,,,,,,5.6,1.39
+10/12/2013,0.2,0.2,0,0.2,0,0,,,0,,,,,,7.7,1.36
+11/12/2013,0,0.2,0.2,0,0.2,0,,,0.2,,,,,,5.5,1.42
+12/12/2013,0,0,0,0,0,0,,,0.2,,,,,,8.15,1.34
+13/12/2013,0.4,0.2,0.2,0.2,0,0,,,0,,,,,,5.4,1.35
+14/12/2013,0,0,0,0.2,0,0,,,0,,,,,,8.6,1.38
+15/12/2013,0,0,0,0,0,0,,,0,,,,,,9.45,1.32
+16/12/2013,0,0,0,0,0,0,,,0.2,,,,,,6.85,1.31
+17/12/2013,0,0,0,0,0,0,,,0.2,,,,,,5.7,1.31
+18/12/2013,0,0,0,0,0,0,,,0,,,,,,4.55,1.31
+19/12/2013,0,0,0,0,0,0,,,0.2,,,,,,4.3,1.31
+20/12/2013,4,2.6,2.6,3.8,1,3.6,,,0,,,,,,10.25,1.3
+21/12/2013,0,0,0.2,0.2,0,0,,,0,,,,,,11.65,1.33
+22/12/2013,3.6,1.8,1.4,2.4,0.6,1.8,,,0,,,,,,9.2,1.17
+23/12/2013,0.6,0.2,0.4,0.2,0,0,,,0.2,,,,,,10.6,1.2
+24/12/2013,0,0,0.2,0.2,0,0.4,,,0,,,,,,9.8,1.48
+25/12/2013,7.6,11.4,13,20.6,14.8,18.8,,,5.4,,,,,,13.15,1.44
+26/12/2013,11.4,8.4,12.4,24,14,19.8,,,23.6,,,,,,10.6,2.14
+27/12/2013,0.4,0,0.2,0.2,0,0,,,0,,,,,,7.85,2.4
+28/12/2013,0,0,0,1.2,0,1.4,,,0.2,,,,,,8.7,2.03
+29/12/2013,21,13.6,17.6,34,6.8,31.4,,,7.4,,,,,,10.35,1.92
+30/12/2013,0,0,0,0,0,0,,,0,,,,,,9.25,1.94
+31/12/2013,0,0,0,0,0,0,,,0,,,,,,8.25,1.75
+01/01/2014,0,0,0,0,0,0,,,0,,,,,,5.5,1.6
+02/01/2014,24.2,17.6,12.4,27,4.2,27.8,,,0.2,,,,,,6.45,1.56
+03/01/2014,12.2,7.4,11.2,13,11.4,13.6,,,0.6,,,,,,10.35,1.73
+04/01/2014,7.4,14.8,7.4,51.4,2.4,55,,,0.2,,,,,,13.6,2.02
+05/01/2014,19.8,18.4,22.6,45.6,19.6,47.8,,,8.8,,,,,,11.25,2.52
+06/01/2014,0.2,0,0,0,0,0.2,,,0.8,,,,,,9.25,2.31
+07/01/2014,0.2,0,0.2,0,0,0,,,0,,,,,,9.15,2.24
+08/01/2014,0,0,0,0,0,0,,,0.2,,,,,,8.2,1.96
+09/01/2014,0,0,0,0,0,0,,,0,,,,,,10.45,1.86
+10/01/2014,2.2,0.4,2,0.4,0,0.2,,,0,,,,,,10.45,1.82
+11/01/2014,0.4,0.2,0.4,0.4,0,0.2,,,0,,,,,,12.35,1.67
+12/01/2014,0.2,0,0,0.2,0,0.2,,,0,,,,,,10.25,1.64
+13/01/2014,0.2,0,0.4,0.6,0,1,,,0.2,,,,,,6.6,1.62
+14/01/2014,23.2,25.6,18.8,31.6,12.8,28.4,,,4.8,,,,,,10.5,1.9
+15/01/2014,1.2,0.2,0.6,0.4,0,0.4,,,14,,,,,,9.55,2.14
+16/01/2014,0.4,0.4,0.4,2.6,0.2,3,,,0,,,,,,7.9,2.22
+17/01/2014,64.2,54.2,38.8,54.2,35.8,56,,,0,,,,,,12.35,2.45
+18/01/2014,9,9.2,6.8,15.4,6.8,15.6,,,21.8,,,,,,13.45,3.29
+19/01/2014,18.8,11.4,8,19.4,6.2,18.4,,,0.4,,,,,,13.6,2.76
+20/01/2014,6.6,3.8,2.6,3.6,1.8,7.4,,,6,,,,,,13.2,2.72
+21/01/2014,0,0,0,0,0,0,,,1.6,,,,,,11.05,2.46
+22/01/2014,0,0,0,0,0,0,,,0,,,,,,9.4,2.42
+23/01/2014,9,5.4,7.4,7.4,4.4,8.2,,,1.6,,,,,,7.75,2.31
+24/01/2014,13.2,10.4,23.2,18.4,5.2,17.4,,,7.2,,,,,,8.7,2.52
+25/01/2014,0,0,0.2,0.2,0,0,,,0,,,,,,7.8,2.37
+26/01/2014,0,0,0,0,0,0,,,0,,,,,,6.85,2.36
+27/01/2014,9,5.4,4.6,7,1.2,5.2,,,1.2,,,,,,4.25,2.27
+28/01/2014,0,0,0,0.2,0,0,,,7.4,,,,,,4.95,2.05
+29/01/2014,12.8,9.4,9.2,11.6,4.4,10.8,,,0,,,,,,4.7,2.05
+30/01/2014,63.6,52.4,58.4,95.4,53,73.4,,,15.8,,,,,,8.3,3.44
+31/01/2014,16.2,11.4,17.4,20.4,9.6,20,,,40.4,,,,,,10.65,6.39
+01/02/2014,6,3.8,3.6,11.6,2,14,,,8.4,,,,,,12.75,4.71
+02/02/2014,4.2,2,4,3.8,1,2.8,,,0.6,,,,,,10.05,3.63
+03/02/2014,2.4,1.4,2.4,2.6,1,2,,,4.2,,,,,,12.2,3.37
+04/02/2014,8.2,3.8,10.4,10.4,7,5.6,,,4.8,,,,,,10.7,2.97
+05/02/2014,16.2,11,15.6,18.2,9.4,14,,,5.2,,,,,,10.65,2.99
+06/02/2014,6.4,3.4,3.2,5.8,1.4,5.6,,,10.2,,,,,,10.6,3.6
+07/02/2014,21,32.8,19,25.6,18.6,28.8,,,0,,,,,,10.2,3.09
+08/02/2014,0.8,1.2,0,3,0.2,2,,,10.4,,,,,,11.6,3.71
+09/02/2014,8.2,14.2,8.4,9.2,4.2,10.6,,,5.8,,,,,,11.8,3.76
+10/02/2014,71.8,66.4,61.6,86,53.2,85.8,,,4.4,,,,,,10.6,4.23
+11/02/2014,27,17.4,21.2,16.4,6.8,18.8,,,25.4,,,,,,10.85,6.14
+12/02/2014,0.2,0,0,0.2,0,0,,,2,,,,,,10.3,3.69
+13/02/2014,6.4,6.6,2,5.4,3.8,6.8,,,0,,,,,,11,2.88
+14/02/2014,0.4,0.4,0.6,0.8,0,0.6,,,4,,,,,,12.65,2.72
+15/02/2014,0,0,0,2,0,0.4,,,0,,,,,,12.9,2.57
+16/02/2014,0,0,0,0.2,0,0.2,,,0,,,,,,15.15,2.46
+17/02/2014,0.4,2.2,0.8,11.4,0.8,10,,,0,,,,,,13.95,2.34
+18/02/2014,0,0,0,0,0,0,,,0,,,,,,14.45,2.18
+19/02/2014,15.2,19.2,8.8,7.8,8.6,13,,,0,,,,,,15,2.18
+20/02/2014,21.6,18.4,15,18.8,14.8,19,,,28.8,,,,,,11.45,2.56
+21/02/2014,3,1.4,1,2.2,0.6,2.2,,,3.6,,,,,,11.55,2.63
+22/02/2014,17.6,10.4,15,23.8,7.6,27.4,,,4,,,,,,10.4,2.68
+23/02/2014,0.2,0,0.4,0.2,0,0,,,5.2,,,,,,9.1,2.52
+24/02/2014,0,0,0,0,0,0,,,0,,,,,,9.3,2.31
+25/02/2014,0,0,0,0,0,0,,,0,,,,,,9.1,2.25
+26/02/2014,23,11.4,22.4,18.2,15.2,16.8,,,0.2,,,,,,9.45,0
+27/02/2014,1.6,1.6,1.2,0.8,0.2,1.2,,,16,,,,,,9.45,2.56
+28/02/2014,12,5.2,8,8.2,3.4,7.2,,,1.8,,,,,,8.65,0
+01/03/2014,16.2,11,6,16,5.8,23.6,,,6,,,,,,9.4,2.59
+02/03/2014,0,0,0.2,0,0,0.2,,,1.8,,,,,,9.3,2.49
+03/03/2014,0.4,0.4,0,1,0,1,,,0,,,,,,8.4,2.44
+04/03/2014,9.6,3.2,19.8,15.8,2.2,7.2,,,4.4,,,,,,9.95,2.51
+05/03/2014,0,0,9.2,4.6,0,1.2,,,4.6,,,,,,11.3,3.02
+06/03/2014,0,0,0,0,0,0,,,0,,,,,,10.65,2.78
+07/03/2014,0,0,0,0,0,0,,,0,,,,,,14.85,2.42
+08/03/2014,0,0,0,0,0,0,,,0,,,,,,13.4,2.3
+09/03/2014,0,0,0,0,0,0,,,0,,,,,,13.3,2.14
+10/03/2014,0,0,0,0,0,0,,,0,,,,,,12.05,2.05
+11/03/2014,0,0,0,0,0,0,,,0,,,,,,10.95,1.98
+12/03/2014,0,0,0,0,0,0,,,0,,,,,,12.3,1.92
+13/03/2014,0,0,0,0,0,0,,,0,,,,,,13.55,1.88
+14/03/2014,0,0,0,0,0,0,,,0,,,,,,14,1.89
+15/03/2014,0,0,0,0,0,0,,,0,,,,,,11.6,1.71
+16/03/2014,0,0,0,0,0,0,,,0,,,,,,13.4,1.73
+17/03/2014,0.4,0,0.2,0,0,0,,,0,,,,,,14.9,1.73
+18/03/2014,0,0,0,0,0,0,,,0,,,,,,15.4,1.6
+19/03/2014,0,0,0,0,0,0,,,0,,,,,,15,1.71
+20/03/2014,0,0,0,0,0,0,,,0,,,,,,16.4,1.65
+21/03/2014,0,0,0,0,0,0.4,,,0,,,,,,15.15,1.66
+22/03/2014,0.8,1.4,0.8,7,0,6.2,,,24.2,,,,,,14.6,1.62
+23/03/2014,39.4,38.4,23.6,33,26.2,34.6,,,5.6,,,,,,10.9,2.06
+24/03/2014,2.2,2,3.6,4.2,1.4,2,,,18.8,,,,,,8.7,2.44
+25/03/2014,0.4,0,0,0.4,0,0,,,0.2,,,,,,9.25,2.19
+26/03/2014,0,0,0,0,0,0,,,0,,,,,,11.3,2.09
+27/03/2014,1.8,1,15.4,5.8,1.2,2.6,,,0.2,,,,,,12.8,1.89
+28/03/2014,0,0,0.6,0.4,0,0.2,,,0,,,,,,14.85,2.04
+29/03/2014,0,0,0,0,0,0,,,0,,,,,,15.15,2.03
+30/03/2014,0,0,0,0,0,0,,,0,,,,,,15.5,2.01
+31/03/2014,0,0,0,0,0,0,,,0,,,,,,14.3,1.86
+01/04/2014,0,0,0,0,0,0,,,0,,,,,,14.35,1.63
+02/04/2014,0,2.2,0,0,0,0,,,0,,,,,,14.25,1.69
+03/04/2014,0,0,0,0,0,0,,,0,,,,,,15.3,1.69
+04/04/2014,15.2,13.4,10.8,16.4,6,12.6,,,1.8,,,,,,14.25,2
+05/04/2014,3.4,1,8.2,6.8,0.8,3.2,,,18.8,,,,,,15.1,1.95
+06/04/2014,0,0,0,0.2,0,0,,,0,,,,,,16.9,1.72
+07/04/2014,0,0,0,0,0,0,,,0,,,,,,18.05,1.83
+08/04/2014,2.6,3.2,5.2,2,1.2,1.6,,,0,,,,,,16,1.72
+09/04/2014,0,0,0.2,0,0,0,,,0.8,,,,,,17,1.78
+10/04/2014,0,0,0,0,0,0,,,0,,,,,,15.45,1.59
+11/04/2014,0,0,0,0,0,0,,,0,,,,,,17.2,1.61
+12/04/2014,0,0,0,0,0,0,,,0,,,,,,15.75,1.52
+13/04/2014,1.2,0.2,0.6,0,0.4,0,,,0,,,,,,16.15,1.52
+14/04/2014,0.2,0,0.2,0,0,0.2,,,3,,,,,,15.4,1.55
+15/04/2014,0,0,0.2,0.6,0,0.2,,,0,,,,,,14.75,1.54
+16/04/2014,0,0,0,0,0,0,,,0,,,,,,12.15,1.55
+17/04/2014,0,0,0,0,0,0,,,0,,,,,,11.55,1.47
+18/04/2014,0,0,0,0,0,0,,,0,,,,,,12.15,1.57
+19/04/2014,16.2,10.2,8,15.8,4.6,23.4,,,5.4,,,,,,12.05,1.57
+20/04/2014,0.2,0.2,0,0,0,0,,,1.2,,,,,,14.35,1.54
+21/04/2014,0,0,0,0.2,0,0.2,,,0,,,,,,16.45,1.28
+22/04/2014,0,0,0,0,2.6,0,,,0,,,,,,17.6,1.36
+23/04/2014,0,0,0,0,0,0,,,0,,,,,,18,1.38
+24/04/2014,0.2,0.2,0,0,2.6,0,,,0.2,,,,,,17.85,1.4
+25/04/2014,0.4,0.2,0,0,0,0,,,3.2,,,,,,18.5,1.45
+26/04/2014,3.4,6,0,5.8,0,3.4,,,0.2,,,,,,17.45,1.37
+27/04/2014,1.2,1.2,0.4,1.6,0.4,1.4,,,0.2,,,,,,15.8,1.42
+28/04/2014,8.8,8,8.8,10,6.2,7.8,,,2,,,,,,13.15,1.38
+29/04/2014,1.6,2.6,3,4,1.4,3.2,,,5.6,,,,,,15.65,1.44
+30/04/2014,2.6,5,2.6,2.2,4.6,2.2,,,0,,,,,,16.4,1.57
+01/05/2014,0.4,0.2,0.2,5.6,0,4,,,22.8,,,,,,15.6,1.56
+02/05/2014,13.6,13.4,18.6,13.4,12.4,12.6,,,0.2,,,,,,15.8,1.56
+03/05/2014,9,5.8,8,12.4,4.4,11.4,,,12.8,,,,,,15,2.24
+04/05/2014,0,0,0.8,0.2,0,0,,,3.8,,,,,,16.05,2.65
+05/05/2014,0,0,0,0,0,0,,,0,,,,,,15.4,2.27
+06/05/2014,0,0,0,0,0,0,,,0,,,,,,16.65,2.07
+07/05/2014,2,3,5.8,5.6,4.2,2.8,,,0,,,,,,16.8,1.77
+08/05/2014,0.2,0.2,1,0.2,0.6,0,,,2.6,,,,,,18.25,1.55
+09/05/2014,0,0,0,0,0,0,,,0,,,,,,18.8,1.68
+10/05/2014,0,0,0,0,0,0,,,0,,,,,,18.7,1.52
+11/05/2014,0,0,0,0.6,0,0.2,,,0,,,,,,19.9,1.49
+12/05/2014,0,0,0,0,0,0,,,0,,,,,,18.8,1.3
+13/05/2014,0.6,2.6,1.8,1.8,0.8,1.2,,,0,,,,,,16.85,1.59
+14/05/2014,0,0,0,0,0,0,,,0,,,,,,17.9,1.42
+15/05/2014,0,0,0,0,0,0,,,1.2,,,,,,15.8,1.21
+16/05/2014,0,0,0,0,0,0,,,0,,,,,,17.65,1.3
+17/05/2014,0,0,0,0,0,0,,,0,,,,,,17.65,1.32
+18/05/2014,0,0,0,0.6,0,0,,,0,,,,,,17.55,1.36
+19/05/2014,0,0,0,0,0,0,,,0,,,,,,17.6,1.27
+20/05/2014,0,0,0,0,0,0,,,0,,,,,,20.85,1.3
+21/05/2014,0,0,0,0,0,0,,,0,,,,,,22,1.19
+22/05/2014,0,0,0,0,0,0,,,0,,,,,,22.75,1.18
+23/05/2014,5.8,2.6,0,3.8,0.4,1.8,,,0,,,,,,19.45,1.46
+24/05/2014,0,0,0,0,0,0,,,2.4,,,,,,20,1.25
+25/05/2014,0,0,0,0.2,0,0.2,,,0,,,,,,20,1.17
+26/05/2014,0,0,0,0,0,0,,,1.8,,,,,,20.05,1.21
+27/05/2014,1,0.2,0,0.2,2.4,0,,,0,,,,,,18.3,1.34
+28/05/2014,1,0.2,1.8,0,0,0,,,6,,,,,,18.5,1.34
+29/05/2014,0,0,0,0,0,0,,,0,,,,,,17.65,1.26
+30/05/2014,0.2,0.8,1.4,6.6,0.4,2.6,,,0,,,,,,19.75,1.25
+31/05/2014,0,0,0.2,0,0,0,,,0,,,,,,19.4,1.27
+01/06/2014,0,0,0,0,0,0,,,0,,,,,,18.2,1.27
+02/06/2014,0,0,0.2,0,0,0,,,0,,,,,,19.95,1.15
+03/06/2014,0,2.8,0,4.6,0,3,,,0,,,,,,21.2,1.14
+04/06/2014,0,0,0,0,0,0,,,0,,,,,,20.4,1.13
+05/06/2014,0,0,0,0,0,0,,,0,,,,,,21.85,1.2
+06/06/2014,0,0,0,0,0,0,,,0,,,,,,22.75,1.21
+07/06/2014,0,0,0,0,0,0,,,0,,,,,,24.8,1.15
+08/06/2014,0,0,0,0,0,0,,,0,,,,,,27.3,1.11
+09/06/2014,0,0,0,0,0,0,,,0,,,,,,27.1,1.17
+10/06/2014,0,0,0,0,0,0,,,0,,,,,,27.75,1.18
+11/06/2014,0,0,0,0,0,0,,,0,,,,,,28.6,1.09
+12/06/2014,0,0,0,0,0,0,,,0,,,,,,27.8,1.08
+13/06/2014,4,0,0,0.6,0,0,,,6.4,,,,,,27.1,1.1
+14/06/2014,2.6,0,0,1,0.6,0.2,,,1.8,,,,,,25.6,1.28
+15/06/2014,4.6,4,3,5.8,2.8,4.6,,,0.4,,,,,,21.35,1.23
+16/06/2014,21,17.2,6.4,17.2,7.4,14.2,,,0.2,,,,,,19.7,1.19
+17/06/2014,0,0,0,0.2,0,0,,,0.8,,,,,,21.2,1.15
+18/06/2014,0,0,0,0,0,0,,,0,,,,,,21.9,1.1
+19/06/2014,0,0,0,0,0,0,,,0,,,,,,21.75,1.1
+20/06/2014,0,0,0,0,0,0,,,0,,,,,,22,1.09
+21/06/2014,0,0,0,0,0,0,,,0,,,,,,22.7,1.07
+22/06/2014,0,0,0,0,0,0,,,0,,,,,,23.7,1.06
+23/06/2014,0,0,0,0,0,0,,,0,,,,,,25.35,1.09
+24/06/2014,0,0,0,0,0,0,,,0,,,,,,26,1.08
+25/06/2014,10.2,16.6,25.2,32.2,13.6,14.8,,,0,,,,,,24.7,1.09
+26/06/2014,2.6,0.6,12.2,4.6,0.4,2.4,,,6.6,,,,,,23.35,1.12
+27/06/2014,0,0,0,0.2,0,0,,,0.2,,,,,,23.5,1.17
+28/06/2014,0,0,0,0,0,0,,,0,,,,,,24.9,1.12
+29/06/2014,17.8,9.6,8,7.4,14.2,4.6,,,0,,,,,,24.1,1.14
+30/06/2014,0,0,0.4,0.2,0.2,0,,,23.6,,,,,,22.7,1.29
+01/07/2014,0,0,0,0,0,0,,,0.2,,,,,,23.25,1.17
+02/07/2014,0,0,0,0,0,0,,,0,,,,,,24.5,1.11
+03/07/2014,0,0,0,0,0,0,,,0,,,,,,25.5,1.08
+04/07/2014,0,0,0,0,0,0,,,0,,,,,,28.15,1.09
+05/07/2014,0,0,0,0,0,0,,,0,,,,,,25.25,1.04
+06/07/2014,0,0,0,0,1.2,0,,,0,,,,,,25.5,1.03
+07/07/2014,5.2,3.6,2.4,2.2,2.8,1,,,0,,,,,,25.95,1.03
+08/07/2014,17,10,15.2,27.2,13,21,,,0,,,,,,22.1,1.04
+09/07/2014,5.8,8.6,5.2,12.4,16.6,11,,,3.8,,,,,,20.4,1.18
+10/07/2014,2.8,3.4,2,2.6,2.2,1.4,,,1.4,,,,,,19.35,1.1
+11/07/2014,0,0,9.4,0.8,2.4,0,,,8.2,,,,,,20.75,1.17
+12/07/2014,5,6.8,4.6,6.2,5.2,4.2,,,0,,,,,,23.3,1.12
+13/07/2014,0.4,0.2,0.6,1.8,1,0.8,,,0,,,,,,23.25,1.18
+14/07/2014,0,0.2,0,1,0,0,,,4.2,,,,,,22.5,1.25
+15/07/2014,0,0,0,0,0,0,,,0,,,,,,23.6,1.2
+16/07/2014,0,0,0,0,0,0,,,0,,,,,,25.45,1.14
+17/07/2014,0,0,0,0,0,0,,,0,,,,,,26.7,1.16
+18/07/2014,0,0,0,0,0,0,,,0,,,,,,27.3,1.05
+19/07/2014,0,0,0,0,0,0,,,0,,,,,,27.65,1.03
+20/07/2014,0,0,0,0,0,0,,,0,,,,,,28.1,1.03
+21/07/2014,14.2,14,26.2,19.2,29.4,26.8,,,0.6,,,,,,21.2,1.18
+22/07/2014,5.6,2.4,4.8,2.6,3.4,3.8,,,12.2,,,,,,24.4,1.18
+23/07/2014,0,0,0,0,0,0,,,0,,,,,,26.05,1.06
+24/07/2014,13.6,15.8,22.2,11,15.2,10.4,,,0,,,,,,23.6,1.07
+25/07/2014,0.2,0,0,0,0.2,0.2,,,3.6,,,,,,25.5,1.15
+26/07/2014,9.8,8.8,13.2,1.2,3.6,1.2,,,0.8,,,,,,25.25,1.21
+27/07/2014,0,0,0.8,0,1.4,0,,,3.6,,,,,,24.5,1.32
+28/07/2014,0,0,0,0,0,0,,,0,,,,,,24.85,1.15
+29/07/2014,22.6,11.4,17.2,7.8,16.2,9.4,,,1.2,,,,,,22.2,1.21
+30/07/2014,45.6,40,16.4,36.4,27,32.4,,,12,,,,,,20.55,1.52
+31/07/2014,0,0,0,0,0,0,,,0,,,,,,24.7,1.34
+01/08/2014,0,0,0,0,0,0,,,0,,,,,,25.65,1.12
+02/08/2014,0,0,0,0,0,0,,,0,,,,,,25.95,1.08
+03/08/2014,5,2.4,5.2,1,6,1,,,0,,,,,,24.7,1.23
+04/08/2014,0,0,0.2,0,0,0,,,11.8,,,,,,24.75,1.37
+05/08/2014,1.8,0,0.2,0,0,0,,,0,,,,,,24.5,1.14
+06/08/2014,0,0,0,0,0.2,0,,,5.2,,,,,,24.3,1.19
+07/08/2014,0,0,0,0,0,0,,,0,,,,,,25,1.08
+08/08/2014,0,0,0,0,0,0,,,0.2,,,,,,25.25,1.07
+09/08/2014,0,0,0,0,0,0,,,0,,,,,,25.2,1.07
+10/08/2014,0,0,0,0,0,0,,,0,,,,,,26.75,1.06
+11/08/2014,0,0,0,0,0,0,,,0,,,,,,25.5,1.05
+12/08/2014,0,0,0,0,0,0,,,0,,,,,,27.6,1.06
+13/08/2014,2.8,3,2.2,0.6,20.4,0,,,0,,,,,,27.4,1.06
+14/08/2014,0,0,0,0,0,0,,,11.6,,,,,,23.2,1.09
+15/08/2014,0,0,0,0,0,0,,,0.2,,,,,,22.65,1.21
+16/08/2014,4.2,3.8,0.2,0,2.6,0,,,0.4,,,,,,20.7,1.1
+17/08/2014,0,0,0,0,0,0,,,0,,,,,,21.4,1.08
+18/08/2014,0,0,0,0,0,0,,,0,,,,,,20.7,1.08
+19/08/2014,0,0,0,0,0,0,,,0,,,,,,23.05,1.09
+20/08/2014,0,0,0,3,0,4.8,,,0,,,,,,24,1.09
+21/08/2014,0,0,0,0,0,0,,,0,,,,,,22.9,1.09
+22/08/2014,0,0,0,0,0,0,,,0,,,,,,20.65,1.06
+23/08/2014,1.2,1.4,1.6,0.2,0.8,0.2,,,0,,,,,,21.65,1.09
+24/08/2014,0,0,0,0,0,0,,,0,,,,,,22.7,1.16
+25/08/2014,0,0,0,0,0,0,,,0,,,,,,21.9,1.07
+26/08/2014,0,0,0,0,0,0,,,0,,,,,,23.3,1.08
+27/08/2014,0.2,0,0,1.8,0,0.6,,,0,,,,,,24.85,1.06
+28/08/2014,0,0,0,0,0,0,,,0,,,,,,24.2,1.04
+29/08/2014,0,0,0,0,0,0,,,0.2,,,,,,25.15,1.06
+30/08/2014,0,0,0,0,0,0,,,0,,,,,,24.7,1.04
+31/08/2014,0,0,0,0,0,0,,,0,,,,,,24.35,1.04
+01/09/2014,16,13.2,19.8,15.6,14.6,15.8,,,15,,,,,,19.2,1.15
+02/09/2014,0,0,0,0,0,0,,,0,,,,,,19.9,1.15
+03/09/2014,0.2,0,2.6,0.6,0.8,0.4,,,0,,,,,,20.35,1.17
+04/09/2014,0,0,1.2,0.4,0,0,,,2,,,,,,20.6,1.22
+05/09/2014,0.2,0.4,0.2,0,0,0,,,0,,,,,,24,1.08
+06/09/2014,0,0,0,0,0,0,,,0,,,,,,23.95,1.05
+07/09/2014,0,0,0.4,0,0,0,,,0.2,,,,,,22.85,1.13
+08/09/2014,0,0,0.2,0,0,0,,,0.2,,,,,,24.45,1.06
+09/09/2014,0,0,0,0,0,0,,,0,,,,,,24.4,1.05
+10/09/2014,12.8,25.8,23.2,13.8,15,19.2,,,0.6,,,,,,20.1,1.09
+11/09/2014,16.8,8.4,8.4,7.6,15,5.4,,,33.4,,,,,,21.05,1.2
+12/09/2014,6.2,15.4,7.8,11.2,12,15.2,,,18,,,,,,19.15,1.2
+13/09/2014,0,0,0,0,0,0,,,3.2,,,,,,19.95,1.28
+14/09/2014,0,0,0,0,0,0,,,0.2,,,,,,20.95,1.28
+15/09/2014,0,0,0,0,0.2,0,,,0,,,,,,20.15,1.35
+16/09/2014,0.6,9.2,0,10.2,5.8,5.2,,,0,,,,,,22.75,1.09
+17/09/2014,0,0,0,0,0.4,0,,,0,,,,,,21.85,1.06
+18/09/2014,0.2,0,0,0,0,0.4,,,0,,,,,,23,1.05
+19/09/2014,9.6,13.4,8.2,29.4,8.2,20.8,,,0,,,,,,21.6,1.06
+20/09/2014,51.6,113.6,102.4,56.4,52.4,57,,,3,,,,,,25.3,1.49
+21/09/2014,0,0,0,0,0,0,,,0.2,,,,,,23.6,1.2
+22/09/2014,12.6,23.4,0,0,17.2,0,,,0.2,,,,,,23.35,1.12
+23/09/2014,0.2,0,0,0,0,0,,,7.8,,,,,,19.4,1.17
+24/09/2014,0,0,0,0,0.2,0,,,0,,,,,,15.4,1.17
+25/09/2014,1,1,1.2,1,1.4,0.6,,,0,,,,,,20,1.16
+26/09/2014,0,0,0,0,0.2,0,,,0.2,,,,,,18.6,1.15
+27/09/2014,0,0,0,0,0,0,,,0.2,,,,,,20.25,1.15
+28/09/2014,0,0,0,0,0,0,,,0.4,,,,,,20.8,1.15
+29/09/2014,0,0,0,0,0.2,0,,,0,,,,,,20.05,1.13
+30/09/2014,0,0,0,0,0,0,,,0,,,,,,19.7,1.07
+01/10/2014,7,8.6,6.4,10,4.6,12.2,,,0,,,,,,19.8,1.09
+02/10/2014,0,0,0.2,0,0,0,,,0,,,,,,21.4,1.12
+03/10/2014,0,0,0,0,0,0,,,0,,,,,,21.7,1.05
+04/10/2014,0,0,0,0,0,0,,,0,,,,,,18.95,1.05
+05/10/2014,0,0,0,0,0.2,0,,,0,,,,,,18.1,1.05
+06/10/2014,0,0,0,0,0,0,,,0.2,,,,,,18.75,1.04
+07/10/2014,0,0,0,0,0,0,,,0.2,,,,,,17.7,1.06
+08/10/2014,0,0,0,0,0,0,,,0,,,,,,22.15,1.06
+09/10/2014,0,0,0,0,0,0,,,0,,,,,,22.25,1.07
+10/10/2014,0,0,0,0.2,0,0,,,0,,,,,,24.05,1.06
+11/10/2014,32.4,31.8,32.2,43.2,34.6,54.6,,,0,,,,,,22.95,1.07
+12/10/2014,4.6,1.8,0.8,7,1,5.6,,,13,,,,,,21.85,1.15
+13/10/2014,32,39.8,24.6,15.8,19.4,10,,,0,,,,,,22.4,1.12
+14/10/2014,1.4,1.2,14,0.6,6.4,2,,,18.4,,,,,,20.5,1.26
+15/10/2014,23.6,26.2,28.2,27,21.4,23,,,6,,,,,,21.45,1.42
+16/10/2014,0,0,0.2,2.4,0.6,1.8,,,12.6,,,,,,20.35,1.34
+17/10/2014,7,7.6,3.8,12.8,5.4,10.4,,,3,,,,,,22.25,1.23
+18/10/2014,0.8,0.4,1.6,0,0.6,0,,,0,,,,,,21.85,1.24
+19/10/2014,0.4,0.2,0.2,0.4,0.2,0.2,,,0.2,,,,,,20.95,1.14
+20/10/2014,0.2,0,0.2,0,0.2,0,,,0.2,,,,,,19.65,1.13
+21/10/2014,1.4,0.4,0.4,0.8,0.6,0.2,,,2.4,,,,,,20.4,1.15
+22/10/2014,0,0,0,0.4,0.2,1,,,3,,,,,,15.5,1.08
+23/10/2014,0,0,0,0,0,0,,,0,,,,,,13.75,1.09
+24/10/2014,0,0,0,0,0,0,,,0,,,,,,17.45,1.06
+25/10/2014,0,0,0,0,0,0,,,0,,,,,,13.55,1.06
+26/10/2014,0,0,0,0,0,0,,,0,,,,,,14.2,1.1
+27/10/2014,0,0,0,0,0,0,,,0,,,,,,14.6,1.07
+28/10/2014,0,0,0,0,0,0,,,0,,,,,,13.35,1.06
+29/10/2014,0,0,0,0,0,0,,,0,,,,,,13.35,1.06
+30/10/2014,0,0,0,0,0.2,0,,,0.2,,,,,,13.15,1.06
+31/10/2014,0,0,0,0,0.2,0,,,0,,,,,,12.7,1.06
+01/11/2014,0,0,0,0,0,0,,,0,,,,,,14.3,1.07
+02/11/2014,0,0,0,0,0.2,0,,,0.2,,,,,,12.45,1.06
+03/11/2014,0,0,0,0,0,0,,,0,,,,,,14.2,1.08
+04/11/2014,0,0,0,0,0,0,,,0,,,,,,17.75,1.1
+05/11/2014,30.2,29.4,41.8,62,40.6,38.4,,,2.2,,,,,,17,1.44
+06/11/2014,21.8,23,24,18.2,24.4,17.2,,,26,,,,,,15,1.97
+07/11/2014,0.4,0.2,0.2,0,0.4,0,,,7.4,,,,,,16.15,2.15
+08/11/2014,0,0,0.4,0,0.4,0,,,2,,,,,,16.75,1.74
+09/11/2014,0.8,0.8,0.6,1.4,0.6,0.8,,,0.2,,,,,,16.1,1.65
+10/11/2014,14,13.4,13.4,16.6,20.4,20.6,,,1.4,,,,,,16,1.51
+11/11/2014,0.2,0.4,0.2,0.2,0.6,0.4,,,8.6,,,,,,17.05,1.51
+12/11/2014,2.2,3.2,2.6,6.4,2.6,5.2,,,0,,,,,,15.35,1.35
+13/11/2014,0,1.2,0.4,4.8,0.2,0.6,,,6.2,,,,,,16.35,1.27
+14/11/2014,0,0,0,0,0,0,,,0.2,,,,,,15.3,1.25
+15/11/2014,18.4,18,14.6,26.4,18.8,19.8,,,0,,,,,,14,1.29
+16/11/2014,9.8,4.2,4.8,4.4,6,5.6,,,17.2,,,,,,13.45,1.71
+17/11/2014,50.6,48.8,39.6,41.8,42,43.6,,,22.6,,,,,,10.9,2.28
+18/11/2014,31,29.8,24.6,11.6,31.4,12.8,,,56,,,,,,12.85,4.19
+19/11/2014,5.4,3,5.2,3.2,5,2.8,,,19.4,,,,,,12.8,3.58
+20/11/2014,0.4,0.2,0.2,0.2,0.4,0,,,0.4,,,,,,11.45,2.59
+21/11/2014,1.6,0.6,0.2,0.6,0.4,0.6,,,0.2,,,,,,9.3,2.24
+22/11/2014,2.2,1.4,1.2,1,2.2,1,,,1,,,,,,12.7,2.06
+23/11/2014,0,0,0,0,0.2,0,,,0,,,,,,15.8,1.8
+24/11/2014,0.4,3.8,0.2,0.2,0.2,0.2,,,0.2,,,,,,12.8,1.63
+25/11/2014,10,10,7.2,6,6.6,6.8,,,0,,,,,,13.8,1.43
+26/11/2014,9,10.4,9.8,11.4,17,10.8,,,7,,,,,,14.75,1.48
+27/11/2014,6,6.4,4.8,9.6,5.4,15,,,2,,,,,,15.5,1.65
+28/11/2014,0.4,0.6,0.8,0.4,0.8,0.4,,,6.6,,,,,,14.95,1.68
+29/11/2014,0.8,0.4,0.4,0.4,0.8,0.6,,,0.2,,,,,,14.6,1.72
+30/11/2014,1.8,1.8,1.6,2,1.4,2.4,,,0.8,,,,,,16.1,1.83
+01/12/2014,2.2,2.4,2.4,4.2,1.6,6,,,1.4,,,,,,16.45,1.87
+02/12/2014,0,0,0.2,0,0,0.2,,,0,,,,,,13.8,1.75
+03/12/2014,10.4,9.6,9.2,8,9.6,6.6,,,0.4,,,,,,13.05,1.46
+04/12/2014,12.8,10,9.2,11.6,9,10.8,,,8.4,,,,,,12.75,2.34
+05/12/2014,3.2,1.8,0.8,1.4,1.6,2,,,10.4,,,,,,11.75,2.51
+06/12/2014,4.6,2.4,3.8,5.8,1.4,4.8,,,0.4,,,,,,12.6,2.27
+07/12/2014,0.4,0.4,0.4,0.2,0.8,0.4,,,5.6,,,,,,10.85,2.25
+08/12/2014,0,0,0,0,0,0,,,0,,,,,,9.9,2.11
+09/12/2014,0,0,0.2,0,0,0,,,0.2,,,,,,7.9,1.7
+10/12/2014,0,0,0,0,0,0,,,0,,,,,,8.55,1.63
+11/12/2014,0,0,0,0,0,0,,,0,,,,,,7.65,1.69
+12/12/2014,0,0,0,0,0.2,0,,,0,,,,,,6.1,1.64
+13/12/2014,3.8,3.2,3.4,9.6,3.2,11.4,,,0,,,,,,10.7,1.49
+14/12/2014,0.6,0.4,0.4,1,0.2,1.4,,,0,,,,,,11.8,1.46
+15/12/2014,3.2,4,0.4,5.2,0.8,6,,,0,,,,,,12,1.51
+16/12/2014,11.2,10,6.2,11.2,7,13.8,,,7,,,,,,11.9,1.53
+17/12/2014,0,0,0,0,0,0.2,,,1,,,,,,11.6,1.43
+18/12/2014,0,0,0,0,0.2,0,,,0,,,,,,11.15,1.38
+19/12/2014,0,0,0,0,0,0,,,0,,,,,,10.95,1.39
+20/12/2014,0,0,0,0,0,0,,,0,,,,,,13.8,1.41
+21/12/2014,0,0,0,0,0,0,,,0,,,,,,11.25,1.4
+22/12/2014,0,0,0,0,0.2,0,,,0,,,,,,7.2,1.38
+23/12/2014,0,0,0,0,0,0,,,0.2,,,,,,11.65,1.38
+24/12/2014,0,0,0,0,0,0,,,0,,,,,,12.85,1.47
+25/12/2014,0,0,0,0,0,0,,,0,,,,,,12.2,1.4
+26/12/2014,0,0,0,0,0,0,,,0,,,,,,7.2,1.21
+27/12/2014,23,24.4,19.8,5.6,24.2,28.4,,,0,,,,,,3.1,1.54
+28/12/2014,0.2,8.4,2.4,3,0.4,0,,,14.4,,,,,,4.9,1.84
+29/12/2014,0,0.4,0,11.6,0,0,,,0,,,,,,3.55,1.74
+30/12/2014,0,0,0,3.2,0,0,,,0,,,,,,1.8,1.52
+31/12/2014,0,0,0,0,0,0,,,0,,,,,,1.45,1.44
+01/01/2015,0,0,0,4,0,0,,,0,,,,,,5.15,1.53
+02/01/2015,0,0,0,0.2,0,0,,,0,,,,,,7.1,1.24
+03/01/2015,0,0,0,0,0,0,,,0,,,,,,6.55,1.41
+04/01/2015,0,0,0,0,0,0,,,0,,,,,,11.9,1.26
+05/01/2015,0,0,0,0,0,0,,,0,,,,,,6.95,1.42
+06/01/2015,0,0,0,0,0,0,,,0,,,,,,6.2,1.47
+07/01/2015,0,0,0,0,0,0,,,0,,,,,,8.85,1.5
+08/01/2015,0,0,0,0,0,0,,,0,,,,,,10.75,1.37
+09/01/2015,0,0,0,0,0,0,,,0.2,,,,,,11.1,1.32
+10/01/2015,0.2,0,0.4,0.6,0,0,,,0,,,,,,12.7,1.44
+11/01/2015,0.8,0.4,1,1.2,0.8,0.8,,,0,,,,,,10.95,1.23
+12/01/2015,0,0,0,0,0,0,,,0.2,,,,,,8.8,1.37
+13/01/2015,0,0,0,0,0,0,,,0,,,,,,8.95,1.36
+14/01/2015,1.2,0.2,0,0.8,0.4,0,,,0,,,,,,11.2,1.21
+15/01/2015,0.2,0,0,0.2,0,0.2,,,0.4,,,,,,12.95,1.39
+16/01/2015,1.4,1.6,1.2,3.4,1.4,2.6,,,0,,,,,,11,1.4
+17/01/2015,5.4,4.8,2.2,9.4,5,7.4,,,3.8,,,,,,12.25,1.4
+18/01/2015,0,0,0,0,0,0,,,3.4,,,,,,8.45,1.46
+19/01/2015,0.2,0,0,0,0,0,,,0,,,,,,5.75,1.27
+20/01/2015,0.4,0,0.2,0,0,0,,,0.2,,,,,,8.8,1.41
+21/01/2015,6,5.8,6.2,11,3.4,8,,,0.4,,,,,,10.4,1.26
+22/01/2015,2.2,3.2,2.4,5.4,1.8,2.8,,,3.4,,,,,,11.05,1.42
+23/01/2015,0,0,1,1.4,0,1.6,,,0.6,,,,,,10.55,1.4
+24/01/2015,0,0,0,0,0,0,,,0,,,,,,10.6,1.33
+25/01/2015,0.6,0,0.8,0.6,0.2,0.4,,,0,,,,,,8.95,1.33
+26/01/2015,0,0,0,0,0.2,0,,,0,,,,,,5.9,1.31
+27/01/2015,0,0,0,0,0,0,,,0,,,,,,4.4,1.37
+28/01/2015,0,0,0,0,0,0,,,0,,,,,,4.35,1.34
+29/01/2015,21.4,23,15.4,15.4,18.8,22.2,,,0,,,,,,4.1,1.32
+30/01/2015,34,41.6,24.4,39.6,31,37.8,,,32.6,,,,,,6,2.96
+31/01/2015,0.6,0.2,0.2,0.8,0.2,0.6,,,7.6,,,,,,4.65,2.73
+01/02/2015,1,0.4,1,2.4,1.2,3.2,,,3.6,,,,,,6.1,2.43
+02/02/2015,0.2,0,0.2,0.2,0,0.2,,,0.2,,,,,,5.5,2.21
+03/02/2015,3.4,4.8,2.6,7,2,6.8,,,2.4,,,,,,5.65,1.97
+04/02/2015,1.2,0.8,1,0.6,1.2,0.4,,,0,,,,,,8.9,1.7
+05/02/2015,32.8,33.6,21,25.8,28.8,32.8,,,11,,,,,,6.8,2.64
+06/02/2015,1.8,2.2,13.8,3.4,4.8,2,,,15,,,,,,5.25,3.77
+07/02/2015,0,0,0,0,0,0,,,0,,,,,,6.5,3.06
+08/02/2015,0,0,0,0,0.2,0,,,0,,,,,,4.8,2.55
+09/02/2015,0.2,0,0.2,0,0,0,,,0,,,,,,5.5,2.37
+10/02/2015,0,0,0,0,0,0,,,0.2,,,,,,6.35,2.2
+11/02/2015,0,0,0,0,0.2,0,,,0,,,,,,9.2,1.96
+12/02/2015,0,0,0,0,0,0,,,0,,,,,,9.35,1.81
+13/02/2015,0,0,0,0,0,0,,,0.2,,,,,,7.9,1.86
+14/02/2015,2.2,4,2.6,5.4,0.2,6,,,0,,,,,,10.35,1.77
+15/02/2015,1.6,2.2,4.8,6,3.6,3,,,1,,,,,,9.9,1.77
+16/02/2015,0,0,0,0,0.2,0,,,0.6,,,,,,11,1.77
+17/02/2015,0,0,0,0,0,0,,,0,,,,,,11.9,1.75
+18/02/2015,0,0,0,0,0,0,,,0,,,,,,9.1,1.74
+19/02/2015,0,0,0,0,0,0,,,0,,,,,,7.85,1.7
+20/02/2015,0,0,0,0,0,0,,,0.2,,,,,,6.5,1.67
+21/02/2015,9.4,10.2,9.2,12.8,9.6,11.8,,,0,,,,,,8.95,1.68
+22/02/2015,7.2,9.6,10.2,8.8,10.4,7.6,,,6.4,,,,,,9.55,1.8
+23/02/2015,0,0,0,0.2,0,0,,,1,,,,,,12.9,1.76
+24/02/2015,2,1.2,3.8,3.8,1.4,3.8,,,0.2,,,,,,10.55,1.7
+25/02/2015,0.2,0.6,8.2,3,0.4,4.6,,,0,,,,,,10.45,1.72
+26/02/2015,0,0,0,0,0,0,,,0,,,,,,10.9,1.66
+27/02/2015,0.2,0.4,0,0.2,0.2,0,,,0,,,,,,10.15,1.66
+28/02/2015,0,0,0,0,0,0,,,0,,,,,,10.65,1.59
+01/03/2015,1,0.2,0.4,1,0.8,0.4,,,0,,,,,,8.75,1.61
+02/03/2015,16.4,8,11.2,13.2,10.8,9.2,,,1.4,,,,,,11.75,1.75
+03/03/2015,0,0,0,0,0,0,,,1.6,,,,,,14.05,2.21
+04/03/2015,12.6,10.2,15.8,15.8,11.6,12.4,,,0,,,,,,10.95,2.26
+05/03/2015,3.2,3.8,15.8,10.6,6,8,,,6,,,,,,8.05,2.45
+06/03/2015,0,0,0,0,0,0,,,0,,,,,,10,2.17
+07/03/2015,0,0,0,0,0,0,,,0,,,,,,9.7,2.04
+08/03/2015,0,0,0,0,0,0,,,0,,,,,,9.95,1.96
+09/03/2015,0,0,0,0,0,0,,,0,,,,,,10.2,1.79
+10/03/2015,0,0,0,0,0,0,,,0,,,,,,9.45,1.78
+11/03/2015,0,0,0,0,0,0,,,0,,,,,,9.45,1.67
+12/03/2015,0,0,0.8,0,0.2,0,,,0,,,,,,9.65,1.53
+13/03/2015,0,0,0,0,0,0,,,0,,,,,,8.95,1.64
+14/03/2015,0,0,0,0,0,0,,,0,,,,,,9.85,1.61
+15/03/2015,3,2.2,2.6,4,2.8,3.6,,,0,,,,,,10.1,1.64
+16/03/2015,15,13.8,13.4,14.6,15.8,15,,,10.6,,,,,,10.15,1.78
+17/03/2015,11.2,8.6,7.8,11.2,10,11.2,,,11.8,,,,,,12.8,2.67
+18/03/2015,0,0,0,0,0.2,0,,,0,,,,,,13.75,2.56
+19/03/2015,0,0,0,0,0,0,,,0,,,,,,13.1,2.27
+20/03/2015,0,0,0,0,0,0,,,0,,,,,,13.55,2.08
+21/03/2015,0,0,0,0,1.2,0,,,0,,,,,,11.9,1.97
+22/03/2015,0,0,1.4,0.8,0,0,,,0.2,,,,,,13.25,1.75
+23/03/2015,0,0,0,0,0,0,,,0,,,,,,14.55,1.71
+24/03/2015,0.6,0.2,0.2,0.6,0.6,0.6,,,1.2,,,,,,13.95,1.61
+25/03/2015,27.6,25.2,16.2,24.8,21.6,26.4,,,0.4,,,,,,13.65,1.89
+26/03/2015,17,18,18.6,41.8,20.2,39.4,,,23.4,,,,,,14.05,3.51
+27/03/2015,1.4,0.8,6.8,4.2,3,0.8,,,4.4,,,,,,12.3,3.11
+28/03/2015,0,0,0,0,0,0,,,3,,,,,,14.1,2.69
+29/03/2015,0,0,0,0,0,0,,,0,,,,,,12.5,2.36
+30/03/2015,0,0,0,0,0,0,,,0,,,,,,13.85,2.23
+31/03/2015,0,0,0,0,0,0,,,0,,,,,,15.85,2.12
+01/04/2015,0,0,0,0,0,0,,,0,,,,,,16.1,1.77
+02/04/2015,0,0,0,0,0,0,,,0,,,,,,13,1.83
+03/04/2015,0,0,0,0,0,0,,,0,,,,,,13.4,1.93
+04/04/2015,31.6,25.6,22.8,26.6,23.8,25.4,,,0.4,,,,,,11.8,1.97
+05/04/2015,0.8,0.4,6,4.2,1.4,1.8,,,25.8,,,,,,9.75,2.35
+06/04/2015,0,0,0,0,0,0,,,0,,,,,,9.05,2.12
+07/04/2015,0,0,0,0,0,0,,,0,,,,,,9.2,2.13
+08/04/2015,0,0,0,0,0,0,,,0,,,,,,9.6,1.83
+09/04/2015,0,0,0,0,0,0,,,0,,,,,,13.9,1.63
+10/04/2015,0,0,0,0,0,0,,,0,,,,,,14.15,1.75
+11/04/2015,0,0,0,0,0,0,,,0,,,,,,13.9,1.55
+12/04/2015,0,0,0,0,0,0,,,0,,,,,,16.2,1.5
+13/04/2015,0,0,0,0,0,0,,,0,,,,,,16.55,1.57
+14/04/2015,0,0,0,0,0,0,,,0,,,,,,16.75,1.75
+15/04/2015,0,0,0,0,0,0,,,0,,,,,,17.3,1.7
+16/04/2015,0,0,0,0,0,0,,,0,,,,,,17.15,1.48
+17/04/2015,1,0.4,0.4,2,0.2,1.6,,,0.2,,,,,,17.25,1.42
+18/04/2015,0.4,0,1,2.2,0,0.2,,,3,,,,,,15.7,1.46
+19/04/2015,0,0,0,0,0,0,,,0.6,,,,,,14.4,1.39
+20/04/2015,0,0,0.2,0,0,0,,,0,,,,,,16.15,1.26
+21/04/2015,0,0,0,0,0,0,,,0,,,,,,17.55,1.38
+22/04/2015,0,0,0,0,0,0,,,0,,,,,,17.6,1.22
+23/04/2015,0.2,0,0.2,0,2.2,0,,,0,,,,,,17.3,1.38
+24/04/2015,0.2,0,0,0,0,0.2,,,0,,,,,,18.1,1.44
+25/04/2015,0,0,0,0,0,0,,,0,,,,,,17.95,1.41
+26/04/2015,7.6,5.4,5.2,6.4,5.8,6,,,0,,,,,,20.55,1.4
+27/04/2015,21.4,22,19,30.8,20.2,28,,,3.6,,,,,,15.6,1.61
+28/04/2015,14.8,21.4,9.4,8.6,10.2,19.6,,,20,,,,,,16.2,1.39
+29/04/2015,5,6.6,20.2,6.8,10.6,7,,,10.8,,,,,,20.15,1.54
+30/04/2015,0.2,0.2,2,0,0.2,0,,,5,,,,,,17.2,1.72
+01/05/2015,0,0,0.4,0.2,0,0,,,0,,,,,,16.45,1.52
+02/05/2015,2,1.2,2,2.4,1,1.8,,,0.8,,,,,,20.2,1.44
+03/05/2015,0,0,0,0.8,0,0,,,0,,,,,,20.7,1.47
+04/05/2015,0,0,0,0,0,0,,,0,,,,,,25.55,1.38
+05/05/2015,0,0,0,0,0,0,,,0,,,,,,25.75,1.42
+06/05/2015,0,0,0,0,0,0,,,0,,,,,,22.35,1.24
+07/05/2015,0,0,0,0,0,0,,,0,,,,,,22.7,1.36
+08/05/2015,0,0,0,0.2,0,0,,,0,,,,,,23.2,1.2
+09/05/2015,0,0,0,0,0,0,,,0,,,,,,21.5,1.29
+10/05/2015,0,0,0,0,0,0,,,0,,,,,,25.15,1.18
+11/05/2015,0,0,0,0,0,0,,,0,,,,,,25.1,1.17
+12/05/2015,0,0,0,0,0,0,,,0,,,,,,24.45,1.31
+13/05/2015,0,0,0,0,0,0,,,0,,,,,,23,1.15
+14/05/2015,0,0,0,0,0,0,,,0,,,,,,24.7,1.27
+15/05/2015,10.4,7.4,4.2,16.4,3.2,24.2,,,0,,,,,,20.2,1.25
+16/05/2015,1.6,2.8,2.4,2.4,2.6,1.6,,,1,,,,,,17.85,1.31
+17/05/2015,0.2,0,0,0,0,0,,,0.4,,,,,,24,1.25
+18/05/2015,0,0,0,0,0,0,,,0,,,,,,26.4,1.14
+19/05/2015,0,0,0,0,0,0,,,0,,,,,,24.25,1.2
+20/05/2015,20.8,10.8,7.4,8,11.4,4.8,,,0,,,,,,20.45,1.21
+21/05/2015,5.6,5.4,14.4,10.6,6.6,7,,,0.2,,,,,,17.2,1.26
+22/05/2015,4.4,2.6,11.4,10.2,3,6.6,,,7.8,,,,,,13.9,1.27
+23/05/2015,6.2,9,6,6.6,6.2,6.8,,,4,,,,,,15.4,1.46
+24/05/2015,0.6,0.6,0.2,0.2,1.2,0.8,,,1.8,,,,,,17.45,1.44
+25/05/2015,0,0,0,0,0,0,,,0,,,,,,18.8,1.43
+26/05/2015,3.6,37.2,6,0,10.2,1,,,0,,,,,,21.85,1.39
+27/05/2015,0.4,0.6,1,2.6,0.4,0.8,,,9.8,,,,,,18.65,1.39
+28/05/2015,0,0,0,0,0,0,,,0,,,,,,21.65,1.33
+29/05/2015,0,0,0,0,0,0,,,0,,,,,,22.1,1.27
+30/05/2015,0,0,0,0,0,0,,,0,,,,,,22.95,1.24
+31/05/2015,0,0,0,0,0,0,,,0,,,,,,23.45,1.12
+01/06/2015,0,0,0,0,0,0,,,0,,,,,,26.6,1.18
+02/06/2015,0,0,0,0,0,0,,,0,,,,,,26.8,1.1
+03/06/2015,0,0,0,0,0,0,,,0,,,,,,27.8,1.2
+04/06/2015,0,0,0,0,0,0,,,0,,,,,,28.7,1.16
+05/06/2015,0,0,0,0,0,0,,,0,,,,,,29.65,1.13
+06/06/2015,0,0,0,0,0,0,,,0,,,,,,31.35,1.24
+07/06/2015,0,0,0,0,0,0,,,0,,,,,,30.5,1.08
+08/06/2015,0,0,0,0,0,0,,,0,,,,,,30.35,1.06
+09/06/2015,0,0,0,0,0,0,,,0,,,,,,28.25,1.11
+10/06/2015,23,0,0,0,0,0,,,0,,,,,,27,1.2
+11/06/2015,0,4.2,0.2,0.4,7.6,0.8,,,0.6,,,,,,27.15,1.27
+12/06/2015,0,0,0.2,0,0.2,0.2,,,0,,,,,,26.85,1.18
+13/06/2015,0,0,0,0,0,0,,,0,,,,,,29.25,1.21
+14/06/2015,23.8,16.6,1.8,9.8,1.8,2.8,,,0,,,,,,24,1.29
+15/06/2015,0.8,6.4,4.4,11.2,1.2,12,,,15.6,,,,,,23.45,1.33
+16/06/2015,0,0.2,33.2,0.4,0.4,1.8,,,5.4,,,,,,24.9,1.21
+17/06/2015,3.4,26.2,14,7,16.4,8,,,0.4,,,,,,25,1.29
+18/06/2015,0,0,0,0,0,0,,,0,,,,,,27.15,1.22
+19/06/2015,0,0,0.2,0.4,0,0.4,,,0,,,,,,24.7,1.11
+20/06/2015,2.6,1.6,0.6,2.4,1.2,3,,,0,,,,,,27.1,1.21
+21/06/2015,0,0,0,0,0,0,,,0,,,,,,26.9,1.21
+22/06/2015,0,0,0,0,0,0,,,0,,,,,,26.75,1.09
+23/06/2015,0,0,0,0.8,0,0.2,,,0,,,,,,27.05,1.08
+24/06/2015,17.6,18.4,9.6,6,12.6,7.2,,,0.2,,,,,,23.45,1.15
+25/06/2015,0,0,0,0,0,0,,,0,,,,,,26.55,1.11
+26/06/2015,0,0,0,0,0,0,,,0,,,,,,28.45,1.06
+27/06/2015,0,0.2,1.8,0,0,0,,,0,,,,,,26,1.05
+28/06/2015,0,0,0,0,0,0,,,0.2,,,,,,30.25,1.05
+29/06/2015,0,0,0,0,0,0,,,0,,,,,,31.25,1.05
+30/06/2015,0,0,0,0,0,0,,,0,,,,,,31.6,1.21
+01/07/2015,0,0,0,0,0,0,,,0,,,,,,32.8,1.05
+02/07/2015,0,0,0,0,0,0,,,0,,,,,,33.35,1.15
+03/07/2015,0,0,0,0,0,0,,,0,,,,,,33.35,1.07
+04/07/2015,0,0,0,0,0,0,,,0,,,,,,34.3,1.06
+05/07/2015,0,0,0,0,0,0,,,0,,,,,,34.65,1.01
+06/07/2015,0,0,0,0,0,0,,,0,,,,,,34.9,1
+07/07/2015,0,0,0.2,0,0,0,,,0,,,,,,33.25,1
+08/07/2015,0,0,0,0,0,0,,,0,,,,,,32.85,1
+09/07/2015,0,0,0,0,0,0,,,0,,,,,,30.35,1.01
+10/07/2015,0,0,0,0,0,0,,,0,,,,,,30.5,1
+11/07/2015,0,0,0,0,0,0,,,0,,,,,,30.9,1
+12/07/2015,0,0,0,0,0.4,0,,,0,,,,,,32.05,1
+13/07/2015,0,0,0,0,0,0,,,0,,,,,,31.8,1.01
+14/07/2015,0,0,0,0,0,0,,,0,,,,,,32.9,1.02
+15/07/2015,0,0,0,0,0,0,,,0,,,,,,32.95,1.01
+16/07/2015,0,0,0,0,0,6.6,,,0,,,,,,34.45,1.02
+17/07/2015,0,0,0,0,0,0,,,0.2,,,,,,33.3,1.01
+18/07/2015,0,0,0,0,0,0,,,0,,,,,,34.45,1.01
+19/07/2015,0,0,0,0,0,0,,,0,,,,,,32.8,1
+20/07/2015,0,0,0,0,0,0,,,0,,,,,,32.75,1
+21/07/2015,0,0,0,0,0,0,,,0,,,,,,34.3,1
+22/07/2015,0,0,1.6,0.2,0,0,,,0,,,,,,31.95,1.02
+23/07/2015,0,0,0,0,0,0,,,13,,,,,,30.25,1.06
+24/07/2015,0,0,0.4,0,21,0,,,12.8,,,,,,29.65,1.07
+25/07/2015,3.4,4,3,4.2,3.4,3.8,,,36.2,,,,,,28.3,1.11
+26/07/2015,0,0,0,0,0,0,,,1.6,,,,,,29.6,1.07
+27/07/2015,0,0,0,0.2,0,0,,,0,,,,,,28.9,1.06
+28/07/2015,0,0,0,0,0,0,,,0,,,,,,28.8,1.06
+29/07/2015,0,0,0,0,0,0,,,0,,,,,,28.9,1.05
+30/07/2015,0,0,0,0,0,0,,,0,,,,,,30.15,1.04
+31/07/2015,0,0,0,0,0,0,,,0.6,,,,,,26.9,1.05
+01/08/2015,32.8,27,15.4,14.2,19.4,11.2,,,0,,,,,,27.65,1.07
+02/08/2015,0.2,0.2,0.2,0.2,0,0.2,,,14,,,,,,26.65,1.14
+03/08/2015,0,0,0,0,0,0,,,0,,,,,,28.05,1.06
+04/08/2015,0,0,0,0,0,0,,,0,,,,,,30.35,1.05
+05/08/2015,0,0,0,0,0,0,,,0,,,,,,30.45,1.04
+06/08/2015,0,0,0,0,0,0,,,0,,,,,,30.4,1.04
+07/08/2015,0,0,0,0,0,0,,,0,,,,,,31.15,1.03
+08/08/2015,0,0,0,0,0,0,,,0,,,,,,32.05,1.04
+09/08/2015,24.4,8.2,0,2.2,0.2,34.4,,,0,,,,,,31.95,1.08
+10/08/2015,6.4,12.4,26.2,6.8,7.8,10,,,8,,,,,,24.05,1.26
+11/08/2015,0,0,0,0.2,0.2,0,,,7.6,,,,,,26.4,1.17
+12/08/2015,0,0,0,0,0,0,,,0,,,,,,28.4,1.07
+13/08/2015,0,0,0,0,0,0,,,0,,,,,,30.25,1.04
+14/08/2015,0,0,0,0,0,0,,,0,,,,,,28.4,1.08
+15/08/2015,0,0,5,0,8,0,,,0,,,,,,26.9,1.11
+16/08/2015,0.2,0,1.6,0,2.2,0,,,15,,,,,,25.6,1.18
+17/08/2015,0,0,0,0,0,0,,,0,,,,,,24.4,1.11
+18/08/2015,0,0,0,0,0,0,,,0,,,,,,25.05,1.1
+19/08/2015,13.4,23,21.6,20.6,6.6,21.2,,,2,,,,,,21.9,1.11
+20/08/2015,0,0,0.2,0,0.2,0.2,,,4.8,,,,,,24.1,1.13
+21/08/2015,0,0,0,0,0,0,,,0,,,,,,23,1.09
+22/08/2015,0,0,0,0,0,0,,,0,,,,,,24.4,1.07
+23/08/2015,0,0,0,0,0,0,,,0,,,,,,25.05,1.09
+24/08/2015,39,37.8,27.2,20.2,24.4,21.6,,,0.4,,,,,,23.55,1.13
+25/08/2015,1.2,0.4,0.6,2.2,1.8,2.6,,,12.4,,,,,,23.2,1.22
+26/08/2015,0,0,0,0,0,0,,,0,,,,,,23.55,1.11
+27/08/2015,0,0,0,0,0,0,,,0,,,,,,25.75,1.08
+28/08/2015,0,0,0,0,0,0,,,0,,,,,,26.45,1.07
+29/08/2015,0,0,0,0,0,0,,,0,,,,,,27.7,1.06
+30/08/2015,0,0,0,0,0,0,,,0,,,,,,28.6,1.06
+31/08/2015,0,0,0,0,0,0,,,0,,,,,,27.2,1.05
+01/09/2015,0,0,0,0,0,0,,,0,,,,,,25.75,1.05
+02/09/2015,0,0,0,0,0,0,,,0,,,,,,25.55,1.05
+03/09/2015,0,0,0,0,0,0,,,0,,,,,,24.8,1.04
+04/09/2015,1,2.4,0.8,0,0,0,,,7.2,,,,,,25.55,1.05
+05/09/2015,0,0,0,0,0,0,,,8.2,,,,,,23.15,1.17
+06/09/2015,0,0,0,0,0,0,,,0.2,,,,,,22.45,1.23
+07/09/2015,0,0,0,0,0,0,,,0,,,,,,21.6,1.22
+08/09/2015,0,0,0,0,0,0,,,0,,,,,,20.65,1.16
+09/09/2015,0,0,0,0,0,0,,,0,,,,,,19.45,1.03
+10/09/2015,0,0,0,0,0,0,,,0,,,,,,20.9,1.01
+11/09/2015,0,0,0,0,0,0,,,0,,,,,,21.25,1.02
+12/09/2015,0,0,0,0,0,0,,,0,,,,,,22.15,1.02
+13/09/2015,8.6,6.4,6,12.6,6.2,9.8,,,0,,,,,,19.85,1.05
+14/09/2015,0.2,2.4,0,11.6,0.2,11.2,,,7.6,,,,,,23.55,1.13
+15/09/2015,0.2,0.2,0,0,0,0,,,1.4,,,,,,24.2,1.08
+16/09/2015,3.4,3.2,8.4,0.2,4.4,0,,,0,,,,,,27.05,1.05
+17/09/2015,0,0,0,0,0,0,,,0,,,,,,27.5,1.05
+18/09/2015,0,0,0.2,0,0.4,0,,,0,,,,,,24.1,1.03
+19/09/2015,0,0,0,0,0,0,,,0,,,,,,21.65,1.02
+20/09/2015,0,0,0,0,1.2,0,,,0,,,,,,20.55,1.01
+21/09/2015,0,0,0,0,0.2,0,,,0,,,,,,20.8,1
+22/09/2015,0,0,0,0,0,0,,,0,,,,,,20.05,1.02
+23/09/2015,15.4,28.2,11.8,28.4,10.6,,,,0,,,,,,18.95,1.11
+24/09/2015,0,0,0,0,0,,,,11.4,,,,,,15.75,1.09
+25/09/2015,0,0,0,0,0,,,,0,,,,,,19.05,1.06
+26/09/2015,0,0,0,0,0,,,,0,,,,,,18.85,1.04
+27/09/2015,0,0,0,0,0,,,,0,,,,,,18.45,1.04
+28/09/2015,0,0,0,0,0,,,,0,,,,,,19.5,1.04
+29/09/2015,0,0,0,0,0,,,,0,,,,,,17.7,1.03
+30/09/2015,0,0,0,0,0,,,,0,,,,,,17.7,1.03
+01/10/2015,6.8,2.4,1.6,3.8,3.4,,,,0.6,,,,,,15.1,1.07
+02/10/2015,6,5.2,5.6,7.6,8.4,,,,2.2,,,,,,20,1.08
+03/10/2015,0.8,0.8,0.4,0.8,0.2,,,,6,,,,,,18.45,1.09
+04/10/2015,27,48.6,23,21.2,26.4,,,,0,,,,,,18.9,1.15
+05/10/2015,7.8,6.2,20.6,1.6,8,,,,26.2,,,,,,20.85,1.16
+06/10/2015,2,1,2.8,2,1,,,,2.2,,,,,,20.75,1.12
+07/10/2015,7.6,8.6,3.8,2.8,3.6,,,,6.2,,,,,,20.1,1.21
+08/10/2015,0,0,0,0,0,,,,30.4,,,,,,17.85,1.12
+09/10/2015,0,0,0,0,0,,,,0,,,,,,17.2,1.09
+10/10/2015,13.4,7.6,10.6,9.6,9.8,,,,1.6,,,,,,15.8,1.09
+11/10/2015,0,0,0.4,0,0.2,,,,8,,,,,,16.65,1.14
+12/10/2015,1.2,0.4,0.6,0.8,1.2,,,,0,,,,,,16.25,1.12
+13/10/2015,38.2,51.4,54.6,76.4,35.4,,,,1.2,,,,,,17.7,1.18
+14/10/2015,22.4,16.2,19,54.8,12.6,,,,20.8,,,,,,18.45,1.41
+15/10/2015,4.4,3,1.4,10,4.4,,,,44.8,,,,,,14.45,1.73
+16/10/2015,15,15.8,11.2,10.4,10.8,,,,9.4,,,,,,12.8,1.42
+17/10/2015,0.4,0.4,0.6,0.2,0.6,,,,1.6,,,,,,13.55,1.39
+18/10/2015,2.4,1.8,3.2,1.8,1.6,,,,0,,,,,,14.2,1.21
+19/10/2015,3,2.2,2.2,1.2,3.4,,,,4.2,,,,,,14.4,1.37
+20/10/2015,0,0,0,0,0.2,,,,0.2,,,,,,12.3,1.15
+21/10/2015,0,0,0,0,0,,,,0.2,,,,,,12.45,1.13
+22/10/2015,0,0,0,0,0,,,,0,,,,,,12.5,1.11
+23/10/2015,0,0,0,0,0,,,,0,,,,,,14.35,1.09
+24/10/2015,0,0,0,0,0,,,,0,,,,,,13.7,1.09
+25/10/2015,0,0,0,0,0,,,,0,,,,,,14.25,1.1
+26/10/2015,0,0,0,0,0.2,,,,0.2,,,,,,14.8,1.1
+27/10/2015,0,0,0,0,0,,,,0.2,,,,,,13.85,1.11
+28/10/2015,42.4,29,120.2,46,45.6,,,,17.6,,,,,,16.45,1.25
+29/10/2015,22.6,13.8,21.2,19.2,29.2,,,,43.4,,,,,,14.15,2.15
+30/10/2015,0,0,0,0.2,0,,,,1.6,,,,,,14.95,1.81
+31/10/2015,0,0,0,0,2,,,,0,,,,,,14.4,1.4
+01/11/2015,0,0,0,0,0,,,,0,,,,,,13.85,1.2
+02/11/2015,0,0,0,0,0,,,,0,,,,,,13.35,1.28
+03/11/2015,0,0,0,0,0,,,,0,,,,,,12.2,1.15
+04/11/2015,0,0,0,0,0,,,,0,,,,,,16.75,1.13
+05/11/2015,0,0,0,0,0,,,,0,,,,,,16.95,1.21
+06/11/2015,0,0,0,0,0,,,,0,,,,,,15.7,1.16
+07/11/2015,0.2,0,0,0,0.2,,,,0.2,,,,,,14.4,1.19
+08/11/2015,0,0,0,0,0.2,,,,0.2,,,,,,12.75,1.09
+09/11/2015,0,0,0,0,0,,,,0,,,,,,15.7,1.1
+10/11/2015,0,0,0,0,0.2,,,,0,,,,,,15,1.08
+11/11/2015,0,0,0,0,0,,,,0,,,,,,16,1.15
+12/11/2015,0.2,0,0,0,0,,,,0,,,,,,13.15,1.07
+13/11/2015,0.2,0,0.2,0.4,0.2,,,,0.2,,,,,,13.75,1.1
+14/11/2015,0,0,0,0,0,,,,0,,,,,,15.8,1.08
+15/11/2015,0,0,0,0,0,,,,0,,,,,,16.2,1.08
+16/11/2015,0,0,0,0,0,,,,0,,,,,,15.2,1.06
+17/11/2015,0,0,0,0,0,,,,0,,,,,,15.55,1.1
+18/11/2015,0,0,0,0,0,,,,0,,,,,,17.45,1.11
+19/11/2015,0,0,0,0,0,,,,0,,,,,,15.75,1.08
+20/11/2015,5.6,5.6,4,4,2,,,,0,,,,,,17,1.08
+21/11/2015,34.6,31.8,20.8,25.2,29.2,,,,4.8,,,,,,11.85,1.28
+22/11/2015,3.2,4.2,6.2,5,3.2,,,,15.4,,,,,,7.5,1.69
+23/11/2015,3.8,2.2,0.6,2,1.6,,,,0,,,,,,7.55,1.79
+24/11/2015,0,0,0,0,0.2,,,,0.8,,,,,,6.7,1.56
+25/11/2015,0,0,0,0,0,,,,0,,,,,,5.2,1.42
+26/11/2015,0.2,0,0.8,0.6,0.2,,,,0,,,,,,7.2,1.3
+27/11/2015,0,0,0,0,0,,,,0,,,,,,7.55,1.15
+28/11/2015,0,0,0,0,0,,,,0,,,,,,6.1,1.29
+29/11/2015,0,0,0,0,0,,,,0,,,,,,8.3,1.13
+30/11/2015,0,0,0,0,0.2,,,,0,,,,,,9.75,1.14
+01/12/2015,0,0,0,0,0,,,,0,,,,,,13.7,1.3
+02/12/2015,0,0,0,0,0,,,,0,,,,,,13.7,1.13
+03/12/2015,0,0,0,0,0,,,,0,,,,,,11.85,1.13
+04/12/2015,0,0,0,0,0,,,,0,,,,,,10,1.11
+05/12/2015,0,0,0,0,0,,,,0,,,,,,12.45,1.28
+06/12/2015,0,0,0,0,0,,,,0.2,,,,,,8.85,1.11
+07/12/2015,0.2,0.2,0.4,0,0.6,,,,0,,,,,,8.15,1.11
+08/12/2015,0,0,0,0,0,,,,0.2,,,,,,10.9,1.1
+09/12/2015,0,0,0,0,0,,,,1,,,,,,9.5,1.1
+10/12/2015,0,0,0,0,0.2,,,,0.2,,,,,,9.85,1.24
+11/12/2015,0,0,0,0,0.2,,,,0,,,,,,6.1,1.07
+12/12/2015,0,0,0,0,0,,,,0.2,,,,,,11.65,1.08
+13/12/2015,7,4.4,6.8,11.6,3.8,,,,0,,,,,,12.7,1.12
+14/12/2015,0.4,0.2,0.4,0.6,0.2,,,,0,,,,,,10.15,1.07
+15/12/2015,0.2,0.2,0.2,0,0,,,,0,,,,,,8.45,1.08
+16/12/2015,0,0,0,0.2,0.2,,,,0,,,,,,11,1.08
+17/12/2015,0.2,0.2,0.2,0,0.2,,,,0.2,,,,,,8,1.08
+18/12/2015,0.2,0.2,0,0,0.2,,,,0.2,,,,,,8.9,1.08
+19/12/2015,0,0,0,0,0,,,,0.2,,,,,,11.6,1.07
+20/12/2015,0.4,0.6,0.4,0,0.4,,,,0.2,,,,,,8.2,1.08
+21/12/2015,2.6,1.2,1,0.4,1,,,,0.2,,,,,,8.8,1.08
+22/12/2015,3.2,0.8,1.2,1.2,1.6,,,,0.4,,,,,,10.5,1.19
+23/12/2015,0,0.2,0.6,1.2,0.2,,,,1.6,,,,,,13,1.13
+24/12/2015,0.2,0.2,0.4,0.2,0,,,,0,,,,,,13.5,1.08
+25/12/2015,0.2,0.2,0.2,0,0.2,,,,0,,,,,,11.9,1.08
+26/12/2015,0.2,0.2,0.2,0,0.4,,,,0.2,,,,,,8.85,1.08
+27/12/2015,0.4,0.6,0.4,0,0.2,,,,0.4,,,,,,7.45,1.08
+28/12/2015,0.4,0.8,0.4,0,0.4,,,,0.2,,,,,,6.55,1.08
+29/12/2015,0,0,0,0,0,,,,0,,,,,,9.9,1.07
+30/12/2015,0.2,0.2,0.2,0,0.2,,,,0.2,,,,,,8.35,1.13
+31/12/2015,0,0,0,0,0.2,,,,0.2,,,,,,6.3,1.13
+01/01/2016,47.8,35.6,32,48.6,37,,,,1.8,,,,,,5.7,1.12
+02/01/2016,6,3,2.4,3.2,4,,,,18.6,,,,,,8.2,1.16
+03/01/2016,12.6,7.6,7,10.6,9,,,,1,,,,,,7.9,1.66
+04/01/2016,8.4,3.6,4.8,7,5.4,,,,11.4,,,,,,8.55,2.06
+05/01/2016,9.8,8.6,8.2,8.8,9.8,,,,17,,,,,,9.95,1.92
+06/01/2016,4,3.8,4.6,4.6,5.2,,,,5,,,,,,8.5,2.31
+07/01/2016,3.6,1.8,3.6,7.2,3.2,,,,8.2,,,,,,8.2,2.38
+08/01/2016,6.2,3.4,4.2,10,4.2,,,,0,,,,,,10.2,2.27
+09/01/2016,8.6,13.2,12.6,9,5.8,,,,7.2,,,,,,12.7,2.21
+10/01/2016,1.4,6,1.8,9,4.6,,,,0,,,,,,13.4,2.16
+11/01/2016,0,0,0,0,0,,,,6.4,,,,,,13.9,2.18
+12/01/2016,0,0,0,0,0,,,,0,,,,,,11.2,1.81
+13/01/2016,40.4,40,24.8,30.4,29.6,,,,1.2,,,,,,8.15,1.9
+14/01/2016,2.4,1.8,1.8,1.4,1.8,,,,19.8,,,,,,6.9,1.96
+15/01/2016,0.2,0.2,0.2,0.8,0,,,,0,,,,,,5.65,2.94
+16/01/2016,0,0,0,0,0,,,,0,,,,,,4.55,2.56
+17/01/2016,0,0,0,0,0,,,,0,,,,,,3.45,2.18
+18/01/2016,0,0,0,0,0,,,,0,,,,,,1.7,1.68
+19/01/2016,0,0,0,0,0,,,,0,,,,,,1.25,1.38
+20/01/2016,0,0,0,0,0,,,,0.4,,,,,,2.15,1.57
+21/01/2016,0,0,0,0,0.2,,,,0.2,,,,,,4.5,1.58
+22/01/2016,0,0,0,0,0,,,,0,,,,,,4.4,1.27
+23/01/2016,0,0,0,0,0,,,,0,,,,,,4.8,1.49
+24/01/2016,0,0,0,0,0.2,,,,0.2,,,,,,4.3,1.23
+25/01/2016,0.2,0,0.2,0,0,,,,0,,,,,,7.65,1.36
+26/01/2016,2.8,0.2,1,0.2,1.2,,,,0.4,,,,,,11.55,1.43
+27/01/2016,3.8,1.2,2,1,2.4,,,,1.6,,,,,,13.05,1.49
+28/01/2016,0,0,0,0,0,,,,0,,,,,,13,1.53
+29/01/2016,4.2,2.6,4,13.4,2,,,,0,,,,,,13.85,1.42
+30/01/2016,7.6,4.2,4.4,6.6,5.4,,,,0,,,,,,13.85,1.48
+31/01/2016,0.2,0,0,0,0.2,,,,3,,,,,,12.45,1.37
+01/02/2016,2,1.2,1.6,3.6,1,,,,0,,,,,,13.75,1.42
+02/02/2016,12.4,11,11.6,23,10.4,,,,0.2,,,,,,12.6,1.35
+03/02/2016,0,0,0.8,0.4,0.6,,,,2.8,,,,,,11,1.32
+04/02/2016,0,0,0,0,0,,,,0,,,,,,7.2,1.4
+05/02/2016,0,0,0,0,0.2,,,,0,,,,,,6.4,1.36
+06/02/2016,6.4,6,6.4,14.8,7.6,,,,0,,,,,,8.35,1.41
+07/02/2016,3.2,7.4,2.6,11.2,2.8,,,,0.8,,,,,,11.4,1.64
+08/02/2016,17.4,36.4,24.6,44.2,29.8,,,,0,,,,,,13.45,1.64
+09/02/2016,6,14,7.8,13.8,8.8,,,,9.4,,,,,,13.7,1.47
+10/02/2016,0.4,0,0.2,0,0.2,,,,0,,,,,,9.7,2.28
+11/02/2016,35.2,21.2,24.2,32.4,27.8,,,,12.8,,,,,,7.7,2.28
+12/02/2016,8.8,8,4.6,10.2,8.8,,,,18.2,,,,,,10,2.39
+13/02/2016,31,30.6,26.4,22.2,28,,,,16.8,,,,,,11.2,2.75
+14/02/2016,16.2,14.2,13.8,16.4,17.6,,,,5.2,,,,,,12.2,3.46
+15/02/2016,20.8,23.6,16.2,23.4,15.8,,,,31.4,,,,,,10.4,3.47
+16/02/2016,13.2,9.8,10.2,10.2,11.6,,,,11.8,,,,,,9.65,4.9
+17/02/2016,0.2,0,0.2,0,0.2,,,,12,,,,,,8.3,4.13
+18/02/2016,2.2,0.8,1.2,0.8,0.6,,,,1.8,,,,,,9.4,3.45
+19/02/2016,0.6,0.2,0,0,0,,,,1.8,,,,,,9.85,2.74
+20/02/2016,0,0,0,0,0,,,,0,,,,,,8.2,2.47
+21/02/2016,0,0,0,0,0,,,,0,,,,,,10.75,2.31
+22/02/2016,11,9.2,10,10.2,10.6,,,,0.6,,,,,,11.3,2.06
+23/02/2016,0.6,0.8,1.2,0.2,0.6,,,,0,,,,,,12.9,1.79
+24/02/2016,11,4,7.2,21.4,10.8,,,,1,,,,,,14.45,1.82
+25/02/2016,1,0.4,1.2,1.6,1.2,,,,22.8,,,,,,13.25,2.13
+26/02/2016,28.2,27,22,33.8,23.4,,,,9.2,,,,,,11.6,2.22
+27/02/2016,26.6,21.6,12,25.6,15.6,,,,14.8,,,,,,10.1,2.51
+28/02/2016,13.2,12.4,15.6,24.4,15.2,,,,17.6,,,,,,11.65,3.57
+29/02/2016,0.2,0.2,0.2,0,0.2,,,,15.2,,,,,,11,4.52
+01/03/2016,4,3.6,3,12.6,6.8,,,,0,,,,,,9.75,3.86
+02/03/2016,6.8,8.8,13.8,9.4,8.4,,,,4.8,,,,,,10.25,2.75
+03/03/2016,0,0,0,0,0,,,,0,,,,,,8.95,2.6
+04/03/2016,24,29.4,21.6,17.8,27.6,,,,0,,,,,,8.05,2.48
+05/03/2016,11.4,10.6,5.6,7.4,7.4,,,,18.8,,,,,,12.55,2.45
+06/03/2016,1.4,0.6,0.4,8.6,0.4,,,,17,,,,,,10.55,3.01
+07/03/2016,9.2,7.2,6.8,12.4,8.2,,,,5.6,,,,,,8.75,2.87
+08/03/2016,0.8,0,1,0.8,0.4,,,,8.6,,,,,,7.3,2.69
+09/03/2016,0,0,0,0.2,0,,,,0,,,,,,7.8,2.67
+10/03/2016,0,0,1.2,0.4,0,,,,0,,,,,,9.8,2.54
+11/03/2016,0,0,0,0,0,,,,0,,,,,,11.55,2.42
+12/03/2016,0,0,0,0,0,,,,0,,,,,,12.55,2.27
+13/03/2016,0,0,0,0,0,,,,0,,,,,,11.85,2.14
+14/03/2016,0,0,0,0,0,,,,0,,,,,,11.3,2.01
+15/03/2016,0,0,0,0,0,,,,0,,,,,,11.05,2.15
+16/03/2016,0,0,0,0,0,,,,0,,,,,,12.1,1.71
+17/03/2016,0,0,0,0,0,,,,0,,,,,,11.7,1.67
+18/03/2016,0,0,0,0,0,,,,0,,,,,,12.55,1.81
+19/03/2016,2.4,0.8,0.8,0.2,1,,,,0,,,,,,12.25,1.66
+20/03/2016,3,0.4,1.2,1.6,2.8,,,,3.6,,,,,,14.1,1.69
+21/03/2016,0,0,0,0,0,,,,1.2,,,,,,13.7,1.66
+22/03/2016,0,0,0,0.2,0,,,,0,,,,,,13.35,1.74
+23/03/2016,0,0,0,0,0,,,,0,,,,,,10.75,1.67
+24/03/2016,0,0,0,0,0,,,,0,,,,,,12.4,1.6
+25/03/2016,0,0,0,0,0.2,,,,0,,,,,,11,1.6
+26/03/2016,1,0.6,0.6,0,0.8,,,,0,,,,,,13.05,1.6
+27/03/2016,3.8,1.8,3.2,7.2,2.2,,,,8.8,,,,,,13.5,1.49
+28/03/2016,0,0,0,0,0,,,,0.8,,,,,,13.85,1.51
+29/03/2016,0,0,0,0,0,,,,0,,,,,,15.1,1.59
+30/03/2016,0,0,0,0,0,,,,0,,,,,,15.9,1.42
+31/03/2016,0,0,0,0,0,,,,0,,,,,,17.1,1.54
+01/04/2016,0,0,0,0,0,,,,0,,,,,,18.45,1.53
+02/04/2016,0,0,0,0,0,,,,0,,,,,,18.35,1.43
+03/04/2016,0,0,0,0,0,,,,0,,,,,,18.5,1.39
+04/04/2016,0,0,0,0,0,,,,0,,,,,,19.8,1.36
+05/04/2016,0,0,0,0,0,,,,0,,,,,,19.95,1.39
+06/04/2016,0,0,0,0,0.4,,,,0,,,,,,19.95,1.34
+07/04/2016,5.8,1,3.4,2.6,2.2,,,,1.2,,,,,,19.75,1.39
+08/04/2016,1,1,1.2,0,1,,,,3.2,,,,,,16.4,1.56
+09/04/2016,0,0,0.2,0,0,,,,2.4,,,,,,14.25,1.42
+10/04/2016,0,0,0,0,0,,,,0,,,,,,15.7,1.23
+11/04/2016,0,0,0,0,0,,,,0,,,,,,16.25,1.21
+12/04/2016,0,0,0,0,0,,,,0,,,,,,18,1.34
+13/04/2016,2.2,0,0,0.6,0.2,,,,0,,,,,,18.6,1.21
+14/04/2016,0,0,0,0,0,,,,0,,,,,,18.3,1.33
+15/04/2016,0,0,0,0,0,,,,0,,,,,,17.25,1.18
+16/04/2016,0,0,0,0,0,,,,0,,,,,,19.45,1.29
+17/04/2016,0,0,0,0,0,,,,0,,,,,,20.3,1.18
+18/04/2016,0,0,0,0,0,,,,0,,,,,,19,1.25
+19/04/2016,0,0,0,0,0.2,,,,0,,,,,,17.85,1.23
+20/04/2016,0,0,0,0,0,,,,0,,,,,,17.45,1.16
+21/04/2016,0.4,0,0,0.2,0,,,,0.4,,,,,,18.8,1.28
+22/04/2016,5.4,1.4,1.2,0.8,2,,,,0.2,,,,,,18.85,1.29
+23/04/2016,10.6,9.2,11.6,14.4,10.2,,,,34.6,,,,,,15.05,1.49
+24/04/2016,1.8,1,4,3.4,1,,,,7,,,,,,12.75,2.1
+25/04/2016,0,0,0,1.2,0.2,,,,0,,,,,,12.4,2.08
+26/04/2016,0,0.4,0.2,2,0,,,,0,,,,,,11.2,1.85
+27/04/2016,0,0,0,0,0,,,,0.6,,,,,,14.4,1.58
+28/04/2016,0,0,0,0,0,,,,1.2,,,,,,15.65,1.47
+29/04/2016,19,13.2,15.6,20.2,17.6,,,,0,,,,,,15.85,1.53
+30/04/2016,1.4,1,2.8,1,2,,,,15.4,,,,,,16.2,1.39
+01/05/2016,0,0,7.6,6.6,0.4,,,,6.2,,,,,,14.9,1.44
+02/05/2016,5,4.6,6.6,5.4,5,,,,6.6,,,,,,14.8,2.11
+03/05/2016,0.8,0.2,1,0.6,0.4,,,,11.8,,,,,,16.8,2.54
+04/05/2016,0,0,0.4,0,0.2,,,,0,,,,,,18,2.25
+05/05/2016,0,0,0,0,0,,,,0,,,,,,17.1,1.92
+06/05/2016,0,0,0,10.6,0.4,,,,0,,,,,,18.5,1.7
+07/05/2016,1,0,1,2.2,1.4,,,,1.6,,,,,,17.55,1.46
+08/05/2016,0,0,0,0.2,0.2,,,,0.2,,,,,,20.55,1.3
+09/05/2016,0.2,0.2,0.2,0,0.2,,,,0.2,,,,,,21.75,1.56
+10/05/2016,17,12.6,25.6,28.6,17,,,,0,,,,,,23,1.56
+11/05/2016,4.6,7.4,6.4,15.6,11.4,,,,5,,,,,,19.05,1.74
+12/05/2016,7.8,8.6,13.6,43.6,8.6,,,,0,,,,,,18.35,1.7
+13/05/2016,4.8,1.2,7.2,3.8,6.8,,,,7.4,,,,,,17.25,1.42
+14/05/2016,5.8,2.4,1.6,12.4,3.4,,,,4,,,,,,20.8,1.9
+15/05/2016,12.6,4.2,1.8,2.6,2.6,,,,8.8,,,,,,19.15,1.87
+16/05/2016,0,0,0,0,0,,,,0,,,,,,12,1.93
+17/05/2016,0,0,0,0,0,,,,0.4,,,,,,18.4,1.9
+18/05/2016,19.6,19.8,12,17.2,17.6,,,,0.6,,,,,,17.1,1.78
+19/05/2016,0,0.2,0.4,0,0,,,,3.2,,,,,,17.7,1.88
+20/05/2016,0,0,0,0,0,,,,0,,,,,,19.2,2
+21/05/2016,0,0,0,0,0,,,,0,,,,,,20.95,2.02
+22/05/2016,7.8,14.2,5.4,17.6,10,,,,0,,,,,,23.3,1.46
+23/05/2016,0.2,0,0.2,0.2,0.4,,,,6.4,,,,,,19,1.55
+24/05/2016,0,0,0,0,0,,,,0,,,,,,19.65,1.39
+25/05/2016,0,0,0,0,0,,,,0,,,,,,21.8,1.28
+26/05/2016,0,0,0,0,0,,,,0,,,,,,24.4,1.4
+27/05/2016,0,0,0,0,0,,,,0,,,,,,25.9,1.5
+28/05/2016,9.8,13.2,9.4,11.2,8.6,,,,0,,,,,,26.6,1.39
+29/05/2016,0.8,0.4,0.8,2.8,0.2,,,,11.2,,,,,,21,1.3
+30/05/2016,1.4,3,0.4,0,0.2,,,,0,,,,,,21.65,1.45
+31/05/2016,0.6,0.2,0,0.2,0,,,,0,,,,,,19.85,1.23
+01/06/2016,8.4,1.2,1.8,3.8,0.8,,,,9,,,,,,20.3,1.28
+02/06/2016,0.6,0,0,0.4,0.2,,,,5.6,,,,,,18.9,1.47
+03/06/2016,0,0,0,0,0,,,,3,,,,,,20.1,1.47
+04/06/2016,3,1.6,2,1.6,1.2,,,,0.8,,,,,,23.15,1.47
+05/06/2016,42.4,0,1.8,6.4,2.8,,,,0.2,,,,,,24.65,1.42
+06/06/2016,0.2,0,0,0,0,,,,4.6,,,,,,20.8,1.46
+07/06/2016,12.4,6.4,5.6,3,6.6,,,,4.4,,,,,,23,1.59
+08/06/2016,4.2,1,11.8,4.4,2.8,,,,28.8,,,,,,22.55,1.64
+09/06/2016,1.6,0,1,0.6,1.4,,,,7,,,,,,21.45,1.62
+10/06/2016,5.4,18,2,0,2.8,,,,0,,,,,,26.5,1.9
+11/06/2016,5.6,0.4,1.6,1,5.8,,,,0.6,,,,,,23.9,1.73
+12/06/2016,0.2,0.2,0.8,7,0,,,,15,,,,,,26.9,1.59
+13/06/2016,1.8,1,0.6,1,1.8,,,,0,,,,,,22.35,1.99
+14/06/2016,0,0,0,0.2,0,,,,1.6,,,,,,22.1,2.06
+15/06/2016,1,0.6,0,0.4,0.2,,,,0,,,,,,24.2,1.76
+16/06/2016,9,10.4,4.8,9.2,7,,,,0.4,,,,,,27.5,1.65
+17/06/2016,0,0,0,0,0,,,,0,,,,,,23.55,1.46
+18/06/2016,0,0,0.4,0.8,0,,,,0.2,,,,,,23.45,1.43
+19/06/2016,0.2,0,0,0.4,0,,,,2,,,,,,21,1.39
+20/06/2016,0,0,0,0,0,,,,0,,,,,,22.4,1.56
+21/06/2016,0,0,0,0,0,,,,0,,,,,,26.5,1.19
+22/06/2016,0,0,0,0,0,,,,0,,,,,,27.85,1.16
+23/06/2016,0,0,0,0,0,,,,0,,,,,,30.05,1.24
+24/06/2016,0,0,0,0,0,,,,0,,,,,,32.7,1.23
+25/06/2016,0,0,0,0,0,,,,0,,,,,,33.15,1.23
+26/06/2016,0,0,0,0,0,,,,0,,,,,,31.3,1.19
+27/06/2016,0,0,0,0,0,,,,0,,,,,,29.4,1.18
+28/06/2016,0,0,0,0,0,,,,0,,,,,,32.4,1.18
+29/06/2016,0,0,0,0,0,,,,0,,,,,,28.3,1.18
+30/06/2016,0,0,0,0,0,,,,0,,,,,,30.8,1.18
+01/07/2016,0,0,0,0,0,,,,0,,,,,,32.15,1.09
+02/07/2016,0,0,0,0,0,,,,0,,,,,,29.75,1.08
+03/07/2016,0,0,0,0,0,,,,0,,,,,,31.45,1.08
+04/07/2016,0,0,0,0,0,,,,0,,,,,,28.9,1.16
+05/07/2016,0.4,0,0.2,0,0,,,,,,,,,,33.45,1.09
+06/07/2016,0,0,0,0,0,,,,,,,,,,34.3,1.09
+07/07/2016,0,0,0,0,0,,,,,,,,,,34,1.24
+08/07/2016,0,0,0,0,0,,,,,,,,,,32.25,1.16
+09/07/2016,0,0,0,0,2.6,,,,,,,,,,32.3,1.08
+10/07/2016,0,0,0,0,0,,,,,,,,,,33.85,1.07
+11/07/2016,0,0,0,0,0,,,,,,,,,,33.7,1.06
+12/07/2016,0,0,0,0,0,,,,,,,,,,32.4,1.05
+13/07/2016,0,0,0,0,0,,,,,,,,,,28.45,1.06
+14/07/2016,0.8,0,7.2,2.4,4.8,,,,,,,,,,26.65,1.05
+15/07/2016,0,0,0,0,0,,,,,,,,,,20,1.17
+16/07/2016,0,0,0,0,0,,,,,,,,,,26.2,1.23
+17/07/2016,0,0,0,0,0,,,,,,,,,,27.75,1.12
+18/07/2016,0,0,0,0,0,,,,,,,,,,28.8,1.05
+19/07/2016,0,0,0,0,0,,,,,,,,,,30.6,1.04
+20/07/2016,0,0,0,0,0,,,,,,,,,,30.7,1.04
+21/07/2016,0,0,0,0,0,,,,,,,,,,30.15,1.02
+22/07/2016,0.8,0,0.4,1.6,0.8,,,,,,,,,,27.1,1.04
+23/07/2016,0,0,1,0.4,0.8,,,,,,,,,,,1.06
+24/07/2016,12.8,15,14.4,0,7,,,,,,,,,,,1.06
+25/07/2016,0.2,0,0.2,0,0.2,,,,,,,,,,,1.09
+26/07/2016,2.8,10.8,5.6,45.8,0.8,,,,,,,,,,,1.07
+27/07/2016,0,0,0,0,0,,,,,,,,,,,1.09
+28/07/2016,0,0,0,0,0,,,,,,,,,,,1.09
+29/07/2016,0,0,0,0,0,,,,,,,,,,,1.08
+30/07/2016,0,0,0,0,0,,,,,,,,,,30.15,1.13
+31/07/2016,0,0,0,0,0,,,,,,,,,,29.6,1.06
+01/08/2016,0,0,0,0,0,,,,,,,,,,27.8,1.05
+02/08/2016,0,0,0,0,0,,,,,,,,,,27.1,1.1
+03/08/2016,0,0,0,0,0,,,,,,,,,,30.6,1.08
+04/08/2016,3,0.4,0.8,1.2,6.6,,,,,,,,,,30.45,1.06
+05/08/2016,3.2,1.6,7,4.2,2.8,,,,,,,,,,23.8,1.06
+06/08/2016,0,0,0,0,0,,,,,,,,,,23.65,1.09
+07/08/2016,0,0,0,0,0,,,,,,,,,,26.05,1.15
+08/08/2016,0,0,0,0,0,,,,,,,,,,28.15,1.13
+09/08/2016,0,0,0,0,0,,,,,,,,,,27.55,1.16
+10/08/2016,0,0,0,0,0,,,,,,,,,,27.55,1.11
+11/08/2016,0,0,0,0,0,,,,,,,,,,24.15,1.1
+12/08/2016,0,0,0,0,0,,,,,,,,,,23.15,1.09
+13/08/2016,0,0,0,0,0,,,,,,,,,,25.75,1.09
+14/08/2016,0,0,0,0,0,,,,,,,,,,28.35,1.08
+15/08/2016,0,0,0,0,0,,,,,,,,,,28.1,1.07
+16/08/2016,0,0,0,0,0,,,,,,,,,,26.45,1.05
+17/08/2016,0,0,0,0,0,,,,,,,,,,27,1.1
+18/08/2016,0,0,0,1,0,,,,,,,,,,28.1,1.09
+19/08/2016,0,0,0,0,0,,,,,,,,,,28.45,1.09
+20/08/2016,0,0,0,0,0,,,,,,,,,,28.35,1.04
+21/08/2016,0,0,0,0,0,,,,,,,,,,29,1.03
+22/08/2016,0,0,0,0,0,,,,,,,,,,25.8,1
+23/08/2016,0,0,0,0,0,,,,,,,,,,24.25,1.08
+24/08/2016,0,0,0,0,0,,,,,,,,,,27.5,1.11
+25/08/2016,0,0,0,0,0,,,,,,,,,,27.7,1.09
+26/08/2016,0,0,0,0,0,,,,,,,,,,26.5,1.06
+27/08/2016,0,0,0,0,0,,,,,,,,,,27.65,1.06
+28/08/2016,0,0,0,0,0,,,,,,,,,,26.75,1.06
+29/08/2016,3.4,1,0.2,1,1,,,,,,,,,,27.35,1.07
+30/08/2016,0,0,0,0,0.2,,,,,,,,,,26.65,1.1
+31/08/2016,0,0,0,0,0,,,,,,,,,,25.25,1.16
+01/09/2016,0,0,0,0,0,,,,,,,,,,25.25,1.19
+02/09/2016,0,0,0,0,0,,,,,,,,,,26.45,1.2
+03/09/2016,0,0,0,0,0,,,,,,,,,,27,1.18
+04/09/2016,0,0,0,0,0,,,,,,,,,,27,1.11
+05/09/2016,3.6,0.8,4,5.6,1.2,,,,,,,,,,28.8,1.09
+06/09/2016,0,0,0,0.2,0,,,,,,,,,,24.4,1.06
+07/09/2016,0,0,0,0,0,,,,,,,,,,23.05,1.05
+08/09/2016,0,0,0,0,0,,,,,,,,,,25.35,1.05
+09/09/2016,0,0,0,0,0,,,,,,,,,,24.75,1.05
+10/09/2016,0,0,0,0,0,,,,,,,,,,26.1,1.05
+11/09/2016,0,0,0,0,0,,,,,,,,,,26.3,1.05
+12/09/2016,0,0,0,0.8,0.4,,,,,,,,,,26.35,1.05
+13/09/2016,0,0,0,0,0,,,,,,,,,,25.85,1.05
+14/09/2016,2.2,0,1,0.8,1.2,,,,,,,,,,24.95,1.05
+15/09/2016,66.6,91.8,83.8,102.8,80.6,,,,,,,,,,23.75,1.08
+16/09/2016,1.4,0.2,0.2,0.8,1.2,,,,,,,,,,19.7,1.26
+17/09/2016,9.8,1.4,15.4,6.4,9.8,,,,,,,,,,19.95,1.32
+18/09/2016,0.2,0,0,0.2,0,,,,,,,,,,19.1,1.18
+19/09/2016,0,0,0.2,0,0.2,,,,,,,,,,18.9,1.15
+20/09/2016,0,0,0,0,0,,,,,,,,,,19.6,1.13
+21/09/2016,0,0,0,0,0,,,,,,,,,,19.5,1.13
+22/09/2016,0,0,0,0,0,,,,,,,,,,18.95,1.09
+23/09/2016,0,0,0,0,0,,,,,,,,,,18.85,1.1
+24/09/2016,0,0,0,0,0,,,,,,,,,,20.15,1.07
+25/09/2016,0,0,0,0,0,,,,,,,,,,18.6,1.15
+26/09/2016,0,0,0,0,0,,,,,,,,,,19.05,1.16
+27/09/2016,0,0,0,0,0,,,,,,,,,,19.05,1.17
+28/09/2016,0,0,0,0,0.2,,,,,,,,,,19.45,1.08
+29/09/2016,0,0,0,0,0,,,,,,,,,,19,1.15
+30/09/2016,3.4,3.4,1.8,3.6,2,,,,,,,,,,20.6,1.14
+01/10/2016,8.8,6.4,9.4,5.2,9.4,,,,,,,,,,20.65,1.09
+02/10/2016,0,0,1.2,6.6,0.4,,,,,,,,,,20.45,1.19
+03/10/2016,0,0,0,0,0.2,,,,,,,,,,18.3,1.12
+04/10/2016,0,0,0,0,0.2,,,,,,,,,,15.65,1.07
+05/10/2016,0.8,0,0.4,0.8,0.2,,,,,,,,,,15.35,1.04
+06/10/2016,0,0,0,0,0,,,,,,,,,,14.25,1.04
+07/10/2016,14.6,7.6,10,7.6,15.6,,,,,,,,,,14.7,1.05
+08/10/2016,0.8,2.2,3.8,4.4,2,,,,,,,,,,13.15,1.11
+09/10/2016,0.2,0,0.2,0,1.8,,,,,,,,,,15.35,1.16
+10/10/2016,0,0,0,0,0,,,,,,,,,,13.35,1.1
+11/10/2016,0,0,0,0,0,,,,,,,,,,11.2,1.08
+12/10/2016,7.2,4.8,9,3.2,6,,,,,,,,,,10.55,1.14
+13/10/2016,49.4,45.6,50.6,76.6,48.6,,,,,,,,,,11.7,1.08
+14/10/2016,0.2,0,0.2,0.2,0,,,,,,,,,,16,1.33
+15/10/2016,0,0,0.2,0,0.2,,,,,,,,,,16.85,1.89
+16/10/2016,0.2,0,0.2,0,0,,,,,,,,,,16.2,1.85
+17/10/2016,0.8,0,0.2,0.2,0.6,,,,,,,,,,16.35,1.55
+18/10/2016,5.2,0.2,5.8,8.2,3.4,,,,,,,,,,17.8,1.55
+19/10/2016,0.4,0,0.4,0.6,1.2,,,,,,,,,,17.85,1.15
+20/10/2016,0.2,0,0,0.6,0.2,,,,,,,,,,15.7,1.14
+21/10/2016,0.2,0,0.2,0.2,0.2,,,,,,,,,,13.2,1.15
+22/10/2016,0,0.4,0.2,2.4,0.8,,,,,,,,,,11.1,1.12
+23/10/2016,4.2,5.8,6.8,10.8,4,,,,,,,,,,14.05,1.12
+24/10/2016,0.2,0,0.2,0,0.2,,,,,,,,,,18.6,1.11
+25/10/2016,12.2,4.4,6,10.2,15.6,,,,,,,,,,19.8,1.35
+26/10/2016,0.4,0.2,0,0.2,0,,,,,,,,,,20.15,1.41
+27/10/2016,0,0,0,0,0,,,,,,,,,,15.4,1.64
+28/10/2016,0,0,0,0,0.2,,,,,,,,,,13.7,1.62
+29/10/2016,0,0,0,0,0,,,,,,,,,,12.35,1.59
+30/10/2016,0,0,0,0,0.2,,,,,,,,,,13.25,1.35
+31/10/2016,0,0,0,0,0,,,,,,,,,,13.7,1.31
+01/11/2016,11.6,12.8,8,16.4,8.2,,,,,,,,,,12.75,1.3
+02/11/2016,0.2,0,0.2,0.2,0,,,,,,,,,,17.1,1.1
+03/11/2016,0,0,0,0,0,,,,,,,,,,,1.27
+04/11/2016,43.4,59.6,34,59.6,42.6,,,,,,,,,,,1.21
+05/11/2016,27.4,47.6,19.6,23.6,41.4,,,,,,,,,,16.1,1.45
+06/11/2016,3.2,0,0.6,0,0.4,,,,,,,,,,14.65,5.1
+07/11/2016,0.6,0,0.2,0,0.4,,,,,,,,,,12.7,4.12
+08/11/2016,10,6.4,7.6,5.6,8.6,,,,,,,,,,10.5,2.33
+09/11/2016,0,0.2,0,0.2,0,,,,,,,,,,7.9,2
+10/11/2016,15.6,6.8,10.6,16,15,,,,,,,,,,11.15,1.64
+11/11/2016,0.4,0.6,2.2,5.2,1.4,,,,,,,,,,10.65,2.15
+12/11/2016,0,0,0.2,0,0.2,,,,,,,,,,7.55,2.92
+13/11/2016,0,0,0,0,0,,,,,,,,,,,2.34
+14/11/2016,0,0,0,0,0,,,,,,,,,,8.8,2.08
+15/11/2016,0,0,0,0,0.2,,,,,,,,,,7.1,1.93
+16/11/2016,1.8,0.4,0.8,6.2,0.8,,,,,,,,,,6.05,1.5
+17/11/2016,38.6,41.8,35,30.6,30.2,,,,,,,,,,10,1.55
+18/11/2016,34.6,43.4,30.2,44.8,31.4,,,,,,,,,,13.5,1.7
+19/11/2016,0.8,1,3,0,1.8,,,,,,,,,,14.45,2.85
+20/11/2016,0.2,1,2.2,1.2,2.4,,,,,,,,,,14.9,2.97
+21/11/2016,0,0,0,0,0,,,,,,,,,,15.85,2.4
+22/11/2016,0,0,0,0,0,,,,,,,,,,16,2.21
+23/11/2016,2.4,1.2,1.4,2.4,1.8,,,,,,,,,,15.35,2.03
+24/11/2016,7.6,9,5.4,8.6,4.2,,,,,,,,,,13.4,1.87
+25/11/2016,0,0,0,0,0,,,,,,,,,,14,1.71
+26/11/2016,0,0,0.2,0,0,,,,,,,,,,12.05,1.59
+27/11/2016,0.4,0.2,0.2,0.2,0.4,,,,,,,,,,9.45,1.53
+28/11/2016,0,0,0,0,0,,,,,,,,,,9.9,1.51
+29/11/2016,0,0,0,0,0,,,,,,,,,,4.85,1.44
+30/11/2016,0,0,0,0,0,,,,,,,,,,3.45,1.23
+01/12/2016,0,0,0,0,0,,,,,,,,,,4.8,1.46
+02/12/2016,0,0,0,0,0,,,,,,,,,,10.65,1.35
+03/12/2016,0,0,0,0,0,,,,,,,,,,10.3,1.36
+04/12/2016,0,0,0,0,0,,,,,,,,,,11,1.36
+05/12/2016,0.2,0,0,0,0.2,,,,,,,,,,10.75,1.19
+06/12/2016,0,0,0,0,0.2,,,,,,,,,,8.15,1.36
+07/12/2016,0,0,0,0,0,,,,,,,,,,8.25,1.32
+08/12/2016,0,0,0,0,0.2,,,,,,,,,,5.55,1.32
+09/12/2016,0,0,0,0,0,,,,,,,,,,6.4,1.27
+10/12/2016,0,0,0,0,0,,,,,,,,,,7.25,1.32
+11/12/2016,0.2,0,0,0,0,,,,,,,,,,11.7,1.31
+12/12/2016,0,0,0,0,0.2,,,,,,,,,,9.35,1.14
+13/12/2016,0,0,0,0,0,,,,,,,,,,6.05,1.26
+14/12/2016,0,0,0,0,0.2,,,,,,,,,,6.75,1.28
+15/12/2016,0,0,0,0,0.2,,,,,,,,,,7.45,1.27
+16/12/2016,0,0,0,0,0,,,,,,,,,,5.5,1.13
+17/12/2016,0,0,0,0,0,,,,,,,,,,5.6,1.27
+18/12/2016,1.2,0,0.2,0.2,0.4,,,,,,,,,,2.65,1.25
+19/12/2016,4.6,2.2,2.6,2.8,2.2,,,,,,,,,,4.5,1.12
+20/12/2016,0,0,0,0,0,,,,,,,,,,9.7,1.28
+21/12/2016,0,0,0,0,0,,,,,,,,,,10.3,1.26
+22/12/2016,0,0,0,0,0.2,,,,,,,,,,6.4,1.24
+23/12/2016,0,0,0,0,0.2,,,,,,,,,,4.65,1.1
+24/12/2016,0,0,0,0,0,,,,,,,,,,4.8,1.26
+25/12/2016,0,0,0.2,0,0.2,,,,,,,,,,8.8,1.1
+26/12/2016,0.2,0,0,0,0.2,,,,,,,,,,7.3,1.11
+27/12/2016,0,0,0,0,0.2,,,,,,,,,,6.6,1.11
+28/12/2016,0,0,0,0,0,,,,,,,,,,5.2,1.29
+29/12/2016,0,0,0,0,0,,,,,,,,,,5.1,1.08
+30/12/2016,0,0,0,0,0,,,,,,,,,,6.6,1.23
+31/12/2016,0,0,0,0,0,,,,,,,,,,3.5,1.07
+01/01/2017,16.2,10.2,7.4,6.4,14.6,,,,,,,,,,2.7,1.23
+02/01/2017,14.2,12.6,13.6,8.2,15,,,,,,,,,,7.3,1.12
+03/01/2017,0,0,0,0,0,,,,,,,,,,6.35,1.56
+04/01/2017,0,0,0,0.2,0,,,,,,,,,,3.95,1.97
+05/01/2017,0,0,0,0,0,,,,,,,,,,4.75,1.64
+06/01/2017,0,0,0,0,0,,,,,,,,,,1.05,1.4
+07/01/2017,0,0,0,0,0,,,,,,,,,,-1.05,1.32
+08/01/2017,0,0,0,0,0,,,,,,,,,,1.25,1.3
+09/01/2017,0,0,0,0,0,,,,,,,,,,0.3,1.15
+10/01/2017,0,0,0,0,0,,,,,,,,,,1.95,1.32
+11/01/2017,1.8,0.4,0.4,1,0.6,,,,,,,,,,1.8,1.33
+12/01/2017,15.8,21.4,16.6,31.8,17.2,,,,,,,,,,5.1,1.14
+13/01/2017,0.6,0,0.4,1.2,0.2,,,,,,,,,,5.8,1.36
+14/01/2017,0,0,0.2,0,0.2,,,,,,,,,,1.45,1.39
+15/01/2017,0,0,0,0,0,,,,,,,,,,3.3,1.27
+16/01/2017,0,0,0,0,0,,,,,,,,,,3.45,1.31
+17/01/2017,0,0,1.4,0,0,,,,,,,,,,3.25,1.15
+18/01/2017,0,0,0,0,0,,,,,,,,,,4.95,1.27
+19/01/2017,0,0,0,0,0,,,,,,,,,,5.55,1.28
+20/01/2017,0,0,0,0,0,,,,,,,,,,5.55,1.27
+21/01/2017,0,0,0,0,0,,,,,,,,,,4.15,1.27
+22/01/2017,0,0,0,0,0,,,,,,,,,,6.05,1.12
+23/01/2017,0,0,0,0,0,,,,,,,,,,8.25,1.12
+24/01/2017,0,0,0,0,0,,,,,,,,,,10.85,1.14
+25/01/2017,0,0,0,0,0,,,,,,,,,,7.45,1.12
+26/01/2017,0,0,0,0,0.2,,,,,,,,,,5.5,1.29
+27/01/2017,0,0,0,0,0,,,,,,,,,,5.9,1.23
+28/01/2017,0,0,0,0,0,,,,,,,,,,7.85,1.27
+29/01/2017,4.4,1.2,1.6,2.4,3,,,,,,,,,,6.4,1.11
+30/01/2017,5.2,1.4,3.2,12,2.8,,,,,,,,,,7.75,1.11
+31/01/2017,2.2,1,0.6,6.6,0.2,,,,,,,,,,9.85,1.25
+01/02/2017,9.4,3,8.6,23.6,7.2,,,,,,,,,,12.2,1.32
+02/02/2017,4.8,4.8,3.4,15.8,3.4,,,,,,,,,,12.95,1.42
+03/02/2017,18.2,24,18.6,34.4,18.8,,,,,,,,,,13.55,1.48
+04/02/2017,49,36,51.8,57.8,50.8,,,,,,,,,,11.6,2.19
+05/02/2017,6,0.4,11.6,9.2,7,,,,,,,,,,11.75,2.57
+06/02/2017,0,0,0.2,0.2,0,,,,,,,,,,9.7,3.43
+07/02/2017,0,0,0,0,0,,,,,,,,,,9.3,2.75
+08/02/2017,0,0,0,0,0,,,,,,,,,,9.2,2.48
+09/02/2017,0,0,0,0,0,,,,,,,,,,7.8,1.96
+10/02/2017,0,0,0,0,0.2,,,,,,,,,,8.95,1.79
+11/02/2017,0,0,0,0,0,,,,,,,,,,9,1.69
+12/02/2017,0,0,0,0,0,,,,,,,,,,11.9,1.67
+13/02/2017,0,0,0,0,0,,,,,,,,,,11,1.48
+14/02/2017,0,0,0,0,0,,,,,,,,,,9.4,1.48
+15/02/2017,0,0,0,0,0.2,,,,,,,,,,7.6,1.55
+16/02/2017,3.2,0.2,0,0,0.4,,,,,,,,,,8.05,1.47
+17/02/2017,0.8,0.4,0,1.4,0.2,,,,,,,,,,13.1,1.56
+18/02/2017,0,0,0,0,0,,,,,,,,,,8.65,1.49
+19/02/2017,0,0,0,0,0,,,,,,,,,,6.3,1.46
+20/02/2017,0,0,0,0,0,,,,,,,,,,8,1.55
+21/02/2017,0,0,0,0,0,,,,,,,,,,10.55,1.42
+22/02/2017,0,0,0,0,0,,,,,,,,,,11.4,1.48
+23/02/2017,31.6,23.4,25.4,25.2,32.2,,,,,,,,,,15.05,1.45
+24/02/2017,2.8,1.6,10.6,4.2,2.4,,,,,,,,,,12.5,1.98
+25/02/2017,0,0,0,0,0,,,,,,,,,,8.5,4.3
+26/02/2017,0,0,0,0.2,0.2,,,,,,,,,,8.9,2.64
+27/02/2017,7,11.8,7.6,19.2,20.2,,,,,,,,,,8.25,2.27
+28/02/2017,1.4,3,4,4.6,2.2,,,,,,,,,,12.15,2.09
+01/03/2017,2.6,2.2,3,3.2,2.4,,,,,,,,,,10.6,1.76
+02/03/2017,0,0,0,0,0,,,,,,,,,,12.75,1.83
+03/03/2017,14.8,14.6,11.4,16,16.4,,,,,,,,,,14.25,1.81
+04/03/2017,21.2,21.8,6,10.4,20.2,,,,,,,,,,12.2,2.04
+05/03/2017,40,33.6,35,39.4,25.8,,,,,,,,,,11.1,2.21
+06/03/2017,0,0,0.2,2.4,0.2,,,,,,,,,,11.45,2.52
+07/03/2017,0,0,0,0,0,,,,,,,,,,10.85,3.85
+08/03/2017,0,0,0,0,0,,,,,,,,,,9.85,2.74
+09/03/2017,0,0,0,0,0,,,,,,,,,,9.4,2.37
+10/03/2017,0,0,0,0,0.8,,,,,,,,,,11.45,2.19
+11/03/2017,0,0,0,0,0,,,,,,,,,,9.8,2.12
+12/03/2017,0,0,0,0,0,,,,,,,,,,9.85,1.96
+13/03/2017,0,0,0,0,0,,,,,,,,,,10.35,1.72
+14/03/2017,0,0,0,0,0,,,,,,,,,,12.2,1.5
+15/03/2017,0,0,0,0,0,,,,,,,,,,12.8,1.64
+16/03/2017,0,0,0,0,0,,,,,,,,,,12.9,1.45
+17/03/2017,0,0,0,0,0,,,,,,,,,,12.2,1.62
+18/03/2017,0,0,0,0,0,,,,,,,,,,14.7,1.63
+19/03/2017,0,0,0,0,0,,,,,,,,,,17.85,1.56
+20/03/2017,0,0,0,0,0,,,,,,,,,,18.35,1.55
+21/03/2017,0.6,0.6,1.2,0.6,0.4,,,,,,,,,,17.4,1.57
+22/03/2017,0.2,0,0.2,2.8,0.4,,,,,,,,,,18.95,1.46
+23/03/2017,0,0,0,0,0,,,,,,,,,,17.75,1.43
+24/03/2017,0.2,0,1.4,0.4,0.6,,,,,,,,,,18.15,1.42
+25/03/2017,2.2,0.2,2.2,2.4,0,,,,,,,,,,17.6,1.35
+26/03/2017,0,0,0,0,0,,,,,,,,,,12.5,1.37
+27/03/2017,0,0,0,0,0,,,,,,,,,,11,1.33
+28/03/2017,0,0,0,0,0,,,,,,,,,,11.6,1.34
+29/03/2017,0,0,0,0,0,,,,,,,,,,13.65,1.33
+30/03/2017,0,0,0,0,0,,,,,,,,,,15.6,1.29
+31/03/2017,0,0,0,0,0,,,,,,,,,,16.35,1.28
+01/04/2017,0,0,0,0,0,,,,,,,,,,16.55,1.28
+02/04/2017,0,0,0,0,0,,,,,,,,,,17.35,1.37
+03/04/2017,0.4,0.4,0.2,3.8,0,,,,,,,,,,17.5,1.33
+04/04/2017,0,0,0,0.2,0,,,,,,,,,,16.75,1.18
+05/04/2017,1.8,0,1.2,0,0,,,,,,,,,,17.35,1.18
+06/04/2017,0,0,0,0,0,,,,,,,,,,15.3,1.24
+07/04/2017,0,0,0,0,0,,,,,,,,,,14.35,1.17
+08/04/2017,0,0,6.8,0,0,,,,,,,,,,16.2,1.28
+09/04/2017,0,0,0,0,0,,,,,,,,,,17.75,1.24
+10/04/2017,0.2,0,0.4,1.4,0,,,,,,,,,,18.25,1.14
+11/04/2017,0,0,0,0,0,,,,,,,,,,17.9,1.23
+12/04/2017,0,0,0,0,0,,,,,,,,,,18.5,1.22
+13/04/2017,0,0,0,0,0,,,,,,,,,,18.75,1.13
+14/04/2017,1.6,2.2,8.2,13.6,0,,,,,,,,,,18.25,1.22
+15/04/2017,3.2,1.8,2.2,0.8,0,,,,,,,,,,19.5,1.16
+16/04/2017,0,0,0,0,0,,,,,,,,,,18.1,1.37
+17/04/2017,3.8,1,16.2,9.4,0,,,,,,,,,,16.9,1.13
+18/04/2017,0,0,0,0.2,0.4,,,,,,,,,,14.35,1.25
+19/04/2017,0,0,0,0,0,,,,,,,,,,10.15,1.3
+20/04/2017,0,0,0,0,0,,,,,,,,,,10.7,1.1
+21/04/2017,0,0,0,0,0,,,,,,,,,,12,1.09
+22/04/2017,0,0,0,0,0,,,,,,,,,,13.45,1.19
+23/04/2017,0.4,0,0,0,0,,,,,,,,,,17.25,1.1
+24/04/2017,0,0,0,0,0,,,,,,,,,,16.7,1.1
+25/04/2017,1.6,0.8,1.6,8.6,0.8,,,,,,,,,,19.9,1.22
+26/04/2017,19.8,18.4,21.4,16.2,23.4,,,,,,,,,,18.8,1.11
+27/04/2017,10,7.4,3.6,3.6,5.4,,,,,,,,,,18.85,1.34
+28/04/2017,0,0,0,0,0,,,,,,,,,,,1.75
+29/04/2017,0,0,0,0,0,,,,,,,,,,10,1.29
+30/04/2017,7,6.4,2.8,4.8,5.8,,,,,,,,,,14.75,1.25
+01/05/2017,0,0,0,0.2,0,,,,,,,,,,14,1.35
+02/05/2017,2,2.2,1.4,1.4,3.4,,,,,,,,,,15.05,1.17
+03/05/2017,5.8,4.8,5.4,3.2,3.4,,,,,,,,,,16.3,1.29
+04/05/2017,0,0,0,0,0,,,,,,,,,,16.65,1.28
+05/05/2017,14.6,11.4,16,25.2,23.8,,,,,,,,,,17.9,1.31
+06/05/2017,2,1,0.4,1.6,1.8,,,,,,,,,,15.55,1.3
+07/05/2017,5.2,5.8,10.4,4.2,5.8,,,,,,,,,,14.6,1.65
+08/05/2017,5,1.6,2.8,3.6,3.4,,,,,,,,,,,1.5
+09/05/2017,2.8,0,0,0,0,,,,,,,,,,12.4,1.66
+10/05/2017,0,0,0,0,0,,,,,,,,,,17.35,1.62
+11/05/2017,0,0,0,0,0,,,,,,,,,,19.7,1.39
+12/05/2017,0,0,0,0,0,,,,,,,,,,20.05,1.44
+13/05/2017,0,0,0,0,0,,,,,,,,,,21.3,1.35
+14/05/2017,0.8,1,0,4,0.2,,,,,,,,,,21,1.24
+15/05/2017,0,0,0,0,0,,,,,,,,,,20.55,1.32
+16/05/2017,0,0,0,0,0,,,,,,,,,,22.1,1.27
+17/05/2017,0,0,0,0,0,,,,,,,,,,22.8,1.23
+18/05/2017,0,0,0,0,0,,,,,,,,,,24.45,1.2
+19/05/2017,0.8,0,0,0.4,0,,,,,,,,,,24.4,1.2
+20/05/2017,0,0,0,0,0,,,,,,,,,,23.5,1.21
+21/05/2017,0,0,0,0,0,,,,,,,,,,23.25,1.21
+22/05/2017,0,0,0,0,0,,,,,,,,,,25.4,1.09
+23/05/2017,0,0,0,0,0,,,,,,,,,,24.95,1.19
+24/05/2017,0,0,0,0,0,,,,,,,,,,24.85,1.07
+25/05/2017,0,0,0,0,0,,,,,,,,,,25.2,1.12
+26/05/2017,0,0,0,0,0,,,,,,,,,,26.1,1.06
+27/05/2017,0,0,0,0,0,,,,,,,,,,26.15,1.06
+28/05/2017,0,0,0,0,0,,,,,,,,,,27.5,1.05
+29/05/2017,0,0,0,0,0,,,,,,,,,,29.7,1.09
+30/05/2017,0,0,0,0,0,,,,,,,,,,27.55,1.08
+31/05/2017,0,0,0,0,0,,,,,,,,,,27.1,1.03
+01/06/2017,0,0,0,0,0,,,,,,,,,,26.55,1.03
+02/06/2017,0,0,0,0,0,,,,,,,,,,26.8,1.07
+03/06/2017,0,0,0,0,0,,,,,,,,,,28.05,1.02
+04/06/2017,0,0,0,0,0,,,,,,,,,,27.15,1.02
+05/06/2017,0,0,0,0,0,,,,,,,,,,25.6,1.02
+06/06/2017,0,0,0,0,0,,,,,,,,,,26.25,1.17
+07/06/2017,0,0,0,0,0,,,,,,,,,,24.85,1.04
+08/06/2017,0,0,0,0,0,,,,,,,,,,24.9,1.11
+09/06/2017,0,0,0,0,0,,,,,,,,,,28,1.02
+10/06/2017,0,0,0,0,0,,,,,,,,,,30.1,1.01
+11/06/2017,0,0,0,0,0,,,,,,,,,,29.15,1.01
+12/06/2017,0,0,0,0,0,,,,,,,,,,30.8,1.01
+13/06/2017,5.6,0.2,0,0,1,,,,,,,,,,30,1
+14/06/2017,0,0.4,4,21.4,1.6,,,,,,,,,,30.55,0.99
+15/06/2017,0,0,0,0,0,,,,,,,,,,29.2,1
+16/06/2017,0,0,0,0,0,,,,,,,,,,32.4,1
+17/06/2017,0,0,0,0,0,,,,,,,,,,31.5,1
+18/06/2017,0,0,0,0,0,,,,,,,,,,29.25,0.97
+19/06/2017,0,0,0,0,0,,,,,,,,,,29.5,0.97
+20/06/2017,0,0,0,0,0,,,,,,,,,,29.55,0.97
+21/06/2017,0,0,0,0,0,,,,,,,,,,29.8,0.96
+22/06/2017,0,0,0,0,0,,,,,,,,,,30.7,0.96
+23/06/2017,0,0,0,0,0,,,,,,,,,,30.95,0.97
+24/06/2017,0,0,0,0,0,,,,,,,,,,31.65,1
+25/06/2017,0,0,0,0,0,,,,,,,,,,29.7,0.99
+26/06/2017,0.2,0,0,0.4,0.4,,,,,,,,,,31.9,0.99
+27/06/2017,10.6,25.8,27.4,58.6,31.4,,,,,,,,,,29.1,0.99
+28/06/2017,0.8,0.8,1.2,1,1.8,,,,,,,,,,,1
+29/06/2017,1.6,0.2,0.6,0,0,,,,,,,,,,,1.03
+30/06/2017,0,0,0,0,0,,,,,,,,,,18.6,1.02
+01/07/2017,0,0,0,0,0,,,,,,,,,,24.3,1.01
+02/07/2017,0,0,0,0,0,,,,,,,,,,23.7,0.99
+03/07/2017,0,0,0,0,0,,,,,,,,,,27.7,0.98
+04/07/2017,0,0,0,0,0,,,,,,,,,,29.65,0.98
+05/07/2017,0,0,0,0,0,,,,,,,,,,30.5,0.97
+06/07/2017,0,0,0,0,0,,,,,,,,,,30.05,0.96
+07/07/2017,0,0,0,0,0.8,,,,,,,,,,29.35,0.95
+08/07/2017,0,0,0,0,0,,,,,,,,,,32.3,0.96
+09/07/2017,0,0,0,0,0,,,,,,,,,,32.2,0.96
+10/07/2017,0,0,0,0,0,,,,,,,,,,31.1,0.96
+11/07/2017,0,0,0,0,0,,,,,,,,,,30.65,0.99
+12/07/2017,0,0.4,0,0,0.8,,,,,,,,,,30.4,0.97
+13/07/2017,0.2,0,0.4,1,0.8,,,,,,,,,,33.25,0.97
+14/07/2017,0,0,0,0,0,,,,,,,,,,29.75,0.98
+15/07/2017,0,0,0,0,0,,,,,,,,,,29.6,0.97
+16/07/2017,0,0,0,0,0,,,,,,,,,,27.4,0.97
+17/07/2017,0,0,0,0,0,,,,,,,,,,26.5,0.97
+18/07/2017,0,0,0,0,0,,,,,,,,,,30.35,0.98
+19/07/2017,0,0,0,0,0,,,,,,,,,,29.6,0.97
+20/07/2017,0,0,0,0,0,,,,,,,,,,32,0.98
+21/07/2017,0,0,0,0,0,,,,,,,,,,32.3,0.99
+22/07/2017,0,0,0,0,0,,,,,,,,,,31.35,0.99
+23/07/2017,0,0,0,0,0,,,,,,,,,,30.85,0.98
+24/07/2017,3.4,0,0,0,2.2,,,,,,,,,,29.15,0.99
+25/07/2017,0.6,6.4,0,15,0,,,,,,,,,,25.15,1
+26/07/2017,0,0,0,0,0,,,,,,,,,,23.85,1
+27/07/2017,0,0,0,0,0,,,,,,,,,,27.5,0.98
+28/07/2017,0,0,0,0,0,,,,,,,,,,29.15,0.98
+29/07/2017,0,0,0,0.4,0,,,,,,,,,,29.45,0.98
+30/07/2017,0,0,0,0,0,,,,,,,,,,30.65,0.97
+31/07/2017,0,0,0,0,0,,,,,,,,,,32.95,0.97
+01/08/2017,0,0,0,0,0,,,,,,,,,,34.3,0.97
+02/08/2017,0,0,0,0,0,,,,,,,,,,34.25,0.96
+03/08/2017,0,0,0,0,0,,,,,,,,,,27.1,0.95
+04/08/2017,0,0,0,0,0,,,,,,,,,,,0.95
+05/08/2017,0,0,0,0,0,,,,,,,,,,,0.97
+06/08/2017,0,0,0,0,0,,,,,,,,,,,0.98
+07/08/2017,0,0,0,0,0,,,,,,,,,,,0.99
+08/08/2017,0,0,0,0,0,,,,,,,,,,,0.99
+09/08/2017,10.2,11.8,9.8,8,15.8,,,,,,,,,,,0.99
+10/08/2017,0,0,0,0,0,,,,,,,,,,,1.03
+11/08/2017,0.8,0,0.2,0.2,2,,,,,,,,,,,1.03
+12/08/2017,0,0,0,0,0,,,,,,,,,,,1.01
+13/08/2017,0,0,0,0,0,,,,,,,,,,,1
+14/08/2017,0,0,0,0,0,,,,,,,,,,,0.99
+15/08/2017,0,0,0,0,0,,,,,,,,,,,0.98
+16/08/2017,0,0,0,0,0,,,,,,,,,,,0.97
+17/08/2017,0,0,0,0,0,,,,,,,,,,,0.98
+18/08/2017,0,0,0,0,0,,,,,,,,,,,0.98
+19/08/2017,0,0,0,0,0,,,,,,,,,,,0.98
+20/08/2017,0,0,0,0,0,,,,,,,,,,,0.97
+21/08/2017,0,0,0,0,0,,,,,,,,,,,0.96
+22/08/2017,0,0,0,0,0,,,,,,,,,,,0.96
+23/08/2017,0,0,0,0,0,,,,,,,,,,,0.97
+24/08/2017,0,0,0,0,0,,,,,,,,,,,0.98
+25/08/2017,0,0,0,0,0,,,,,,,,,,,0.99
+26/08/2017,0,0,0,0,0,,,,,,,,,,,1
+27/08/2017,3.8,0.6,1.4,9.2,0.4,,,,,,,,,,,0.99
+28/08/2017,0,0,0,0,0.2,,,,,,,,,,,1
+29/08/2017,0,0,0,0,0,,,,,,,,,,,1.01
+30/08/2017,0,0,0,0,0,,,,,,,,,,,1
+31/08/2017,4,18.2,10.2,3.4,4,,,,,,,,,,,1
+01/09/2017,1,0.8,0.8,0,1,,,,,,,,,,,1.02
+02/09/2017,0.2,0,0,0.2,0.2,,,,,,,,,,,1
+03/09/2017,0,0,0,0,0,,,,,,,,,,,1
+04/09/2017,0,0,0,0,0,,,,,,,,,,,1
+05/09/2017,1.8,0,1.6,2.6,0.2,,,,,,,,,,,0.99
+06/09/2017,25.6,2.6,6.4,6.6,6.4,,,,,,,,,,,1.02
+07/09/2017,0,0,0,0,0,,,,,,,,,,,1.02
+08/09/2017,10.2,12,14.2,17.4,21.8,,,,,,,,,,,1.05
+09/09/2017,88.4,86.8,69.4,86.6,52.8,,,,,,,,,,,1.04
+10/09/2017,2.6,1.8,1.2,1.4,1.6,,,,,,,,,,,1.32
+11/09/2017,0.2,0,0.4,0.4,0.2,,,,,,,,,,,1.17
+12/09/2017,0,0,0,0,0,,,,,,,,,,,1.04
+13/09/2017,0.8,0,1.6,2.2,0.6,,,,,,,,,,,1.01
+14/09/2017,19.4,16.4,19.2,5.4,28.6,,,,,,,,,,,1.01
+15/09/2017,2.2,1.2,2.6,2.4,1.8,,,,,,,,,,,1.02
+16/09/2017,0.8,1.6,1.4,6,2,,,,,,,,,,,1.15
+17/09/2017,9.6,6.8,8.6,13.8,7.6,,,,,,,,,,,1.09
+18/09/2017,3.4,1.4,3.8,2.4,9.8,,,,,,,,,,,1.11
+19/09/2017,0,0,1.4,0.6,0,,,,,,,,,,,1.18
+20/09/2017,0,0,0,0,0.6,,,,,,,,,,,1.03
+21/09/2017,0,0,0,0,0,,,,,,,,,,,1
+22/09/2017,0,0,0,0,0,,,,,,,,,,,1
+23/09/2017,5,5.4,4,17.6,4,,,,,,,,,,,1.07
+24/09/2017,0,0.2,0.2,0,0.2,,,,,,,,,,,1.09
+25/09/2017,0,0,0,0,0,,,,,,,,,,,1.11
+26/09/2017,0,0,0,0,0,,,,,,,,,,,1.05
+27/09/2017,0,0,0,0,0,,,,,,,,,,,1.04
+28/09/2017,0,0,0,0,0,,,,,,,,,,,1.05
+29/09/2017,0,0,0,0,0,,,,,,,,,,,0.98
+30/09/2017,0.8,0,0.2,0,0.4,,,,,,,,,,,0.98
+01/10/2017,0,0,0,0,0,,,,,,,,,,,1
+02/10/2017,0,0,0,0,0,,,,,,,,,,,0.98
+03/10/2017,0,0,0,0,0,,,,,,,,,,,1.04
+04/10/2017,0,0,0,0,0,,,,,,,,,,,1.01
+05/10/2017,0,0,3.2,0.2,0.4,,,,,,,,,,,0.99
+06/10/2017,0,0,0,0,0,,,,,,,,,,,0.97
+07/10/2017,0,0,0,0,0,,,,,,,,,,,0.95
+08/10/2017,0,0,0,0,0,,,,,,,,,,,0.97
+09/10/2017,0,0,0,0,0,,,,,,,,,,,0.96
+10/10/2017,0,0,0,0,0.2,,,,,,,,,,,0.96
+11/10/2017,0,0,0,0,0,,,,,,,,,,,0.96
+12/10/2017,0,0,0,0,0,,,,,,,,,,,0.99
+13/10/2017,0,0,0.2,0,0.2,,,,,,,,,,,0.97
+14/10/2017,0,0,0.2,0,0,,,,,,,,,,,0.97
+15/10/2017,0,0,0,0,0.2,,,,,,,,,,,0.97
+16/10/2017,0,0,0,0,0.2,,,,,,,,,,,0.96
+17/10/2017,0,0,0,0,0.2,,,,,,,,,,,0.97
+18/10/2017,0,0,0,0,0,,,,,,,,,,,0.97
+19/10/2017,0,0,0,0,0.2,,,,,,,,,,,0.96
+20/10/2017,0,0,0.2,0.4,0,,,,,,,,,,,0.94
+21/10/2017,5,5,2.4,5.8,2.2,,,,,,,,,,,0.96
+22/10/2017,0.2,0,0,0,0,,,,,,,,,,,0.96
+23/10/2017,0,0,0,0,0,,,,,,,,,,,0.94
+24/10/2017,0,0,0,0,0,,,,,,,,,,,0.93
+25/10/2017,0,0,0,0,0,,,,,,,,,,,0.93
+26/10/2017,0,0,0,0,0,,,,,,,,,,,0.93
+27/10/2017,0,0,0,0,0,,,,,,,,,,,0.96
+28/10/2017,0,0,0,0,0,,,,,,,,,,,0.93
+29/10/2017,0,0,0,0,0,,,,,,,,,,,0.95
+30/10/2017,0,0,0,0,0,,,,,,,,,,,0.94
+31/10/2017,0,0,0,0,0.2,,,,,,,,,,,0.93
+01/11/2017,1.4,0,0.2,0.4,0.4,,,,,,,,,,,0.92
+02/11/2017,3,1.2,0.6,3.4,1,,,,,,,,,,,0.95
+03/11/2017,0.2,0,0,0.2,0.6,,,,,,,,,,,0.96
+04/11/2017,32,28.6,28.6,33.8,34.8,,,,,,,,,,,0.97
+05/11/2017,28.2,26.8,24.4,28.4,24,,,,,,,,,,,1.08
+06/11/2017,19.4,10.8,18.4,26.2,17.2,,,,,,,,,,,1.22
+07/11/2017,0,0,0,0,0.2,,,,,,,,,,,1.23
+08/11/2017,0.6,0,0,0.2,0,,,,,,,,,,,1.11
+09/11/2017,0,0,0,0,0,,,,,,,,,,,1.03
+10/11/2017,0.2,0,0.2,0.2,0,,,,,,,,,,,1
+11/11/2017,6.8,7.2,5.2,13.6,3.6,,,,,,,,,,,1.01
+12/11/2017,49,41,82.2,43.6,3.8,,,,,,,,,,,1.02
+13/11/2017,0.4,0.2,7,14.4,1.2,,,,,,,,,,,1.43
+14/11/2017,0,0,0,0.2,0,,,,,,,,,,,1.51
+15/11/2017,0,0,0,0,0,,,,,,,,,,,1.23
+16/11/2017,0,0,0,0,0,,,,,,,,,,,1.2
+17/11/2017,0,0,0,0,0,,,,,,,,,,,1.16
+18/11/2017,0,0,0,0,0,,,,,,,,,,,1.21
+19/11/2017,0,0,0,0,0.2,,,,,,,,,,,1.1
+20/11/2017,0,0,0,0,0,,,,,,,,,,,1.07
+21/11/2017,0,0,0,0,0,,,,,,,,,,,1.06
+22/11/2017,0,0,0,0,0.2,,,,,,,,,,,1.17
+23/11/2017,0.8,0,0.4,0,0.2,,,,,,,,,,,1.07
+24/11/2017,9.2,20.2,5.6,19.4,6.4,,,,,,,,,,,1.07
+25/11/2017,5.6,0.4,11.2,6.2,3.8,,,,,,,,,,,1.06
+26/11/2017,0.2,0,0,0,0.2,,,,,,,,,,,1.15
+27/11/2017,3.2,2.6,1.6,5.6,2.2,,,,,,,,,,,1.08
+28/11/2017,23.4,18,18.2,16.6,22.2,,,,,,,,,,,1.13
+29/11/2017,2.8,4.8,7.2,5.8,2.8,,,,,,,,,,,1.39
+30/11/2017,0.8,0.2,0.8,1.6,1,,,,,,,,,,,1.84
+01/12/2017,0,0,0,0.2,0.2,,,,,,,,,,,1.56
+02/12/2017,0,0,0,0,0,,,,,,,,,,,1.21
+03/12/2017,0,0,0,0,0,,,,,,,,,,,1.16
+04/12/2017,0,0,0,0,0,,,,,,,,,,,1.12
+05/12/2017,0,0,0,0,0.2,,,,,,,,,,,1.1
+06/12/2017,6.4,4.8,3,4.4,4.8,,,,,,,,,,,1.1
+07/12/2017,35.4,59.2,25.6,68.8,39.2,,,,,,,,,,,1.27
+08/12/2017,8,6.8,4.8,3.6,5.8,,,,,,,,,,,1.36
+09/12/2017,28.4,43,39.2,54.6,24.6,,,,,,,,,,,1.81
+10/12/2017,1.8,4.4,6.6,27,3.8,,,,,,,,,,,1.7
+11/12/2017,21.8,41.4,14.8,31.2,29.6,,,,,,,,,,,2.23
+12/12/2017,5,2.4,1.4,2.2,2,,,,,,,,,,,2.5
+13/12/2017,17.6,12.2,7.8,16.4,12.8,,,,,,,,,,,2.39
+14/12/2017,5.4,4.6,3,6.4,4.2,,,,,,,,,,,2.29
+15/12/2017,1.6,1.2,2.8,3.4,3.4,,,,,,,,,,,2.43
+16/12/2017,0,0,0,0,0.2,,,,,,,,,,,2.15
+17/12/2017,0,0,0,0,0.2,,,,,,,,,,,2
+18/12/2017,0,0,0,0,0,,,,,,,,,,,1.86
+19/12/2017,0,0,0,0,0,,,,,,,,,,,1.71
+20/12/2017,0,0,0,0,0.2,,,,,,,,,,,1.57
+21/12/2017,0,0,0,0,0,,,,,,,,,,,1.62
+22/12/2017,0,0,0,0,0.2,,,,,,,,,,,1.39
+23/12/2017,0,0,0,0,0,,,,,,,,,,,1.53
+24/12/2017,1,0,0.4,0.2,0.6,,,,,,,,,,,1.27
+25/12/2017,9,8.2,6,18.2,6,,,,,,,,,,,1.25
+26/12/2017,41.8,42.2,35.2,39.6,42.8,,,,,,,,,,,1.23
+27/12/2017,9.6,10,6.4,15.2,12,,,,,,,,,,,1.65
+28/12/2017,0,0,0,0,0,,,,,,,,,,,2.97
+29/12/2017,0,0,0,0,0.2,,,,,,,,,,,2.57
+30/12/2017,1.2,0,0.6,1,0.6,,,,,,,,,,,2.15
+31/12/2017,16.2,13.8,7.2,12.6,8,,,,,,,,,,,1.94
+01/01/2018,5,8.4,4.2,4.4,5.4,,,,,,,,,,,1.68
+02/01/2018,6.6,3.8,3,4.8,6.6,,,,,,,,,,,2.41
+03/01/2018,2.6,2,1.8,2.2,2.4,,,,,,,,,,,2.37
+04/01/2018,3.8,1,3,6.2,2.8,,,,,,,,,,,2.28
+05/01/2018,0.2,0,0.2,0.2,0,,,,,,,,,,,2.21
+06/01/2018,0,0,0,0,0.2,,,,,,,,,,,2.1
+07/01/2018,0,0,0,0,0,,,,,,,,,,,1.89
+08/01/2018,4.2,1.6,7.2,5.6,3.6,,,,,,,,,,,1.77
+09/01/2018,0.4,0,0.2,0,0.2,,,,,,,,,,,1.68
+10/01/2018,6.2,1.6,2.6,5.6,5.6,,,,,,,,,,,1.73
+11/01/2018,0,0,0,0.2,0,,,,,,,,,,,1.7
+12/01/2018,0,0,0,0,0,,,,,,,,,,,1.82
+13/01/2018,0,0,0,0,0,,,,,,,,,,,1.83
+14/01/2018,3,1,1.8,2.2,2.2,,,,,,,,,,,1.79
+15/01/2018,16.6,22.8,6,12.2,21.8,,,,,,,,,,,1.65
+16/01/2018,2.8,3.6,1.2,4.2,2.8,,,,,,,,,,,1.66
+17/01/2018,4,1.8,2,3.8,3.2,,,,,,,,,,,2.67
+18/01/2018,3.8,1.2,1.4,9.2,3,,,,,,,,,,,2.51
+19/01/2018,1.8,0.2,0.4,0.4,0.8,,,,,,,,,,,2.33
+20/01/2018,9.2,6.6,5.6,2.8,8,,,,,,,,,,,1.94
+21/01/2018,0,0,0,0,0.2,,,,,,,,,,,2.01
+22/01/2018,0,0,0,0,0,,,,,,,,,,,1.86
+23/01/2018,0,0,0,0,0,,,,,,,,,,,1.97
+24/01/2018,0,0,0,0,0,,,,,,,,,,,1.66
+25/01/2018,0.4,0,0,0.8,0.2,,,,,,,,,,,1.66
+26/01/2018,2,1,0.2,4,0,,,,,,,,,,,1.62
+27/01/2018,0,0,0,0,0.2,,,,,,,,,,,1.56
+28/01/2018,0.2,0,0,0.2,0,,,,,,,,,,,1.51
+29/01/2018,0,0,0,0,0,,,,,,,,,,,1.35
+30/01/2018,12.6,8,6,9.2,9,,,,,,,,,,,1.5
+31/01/2018,15,16.4,8.4,32.8,22,,,,,,,,,,,1.61
+01/02/2018,35.4,23.8,30,36.6,34,,,,,,,,,,,1.56
+02/02/2018,13.2,7,11.6,8.6,14,,,,,,,,,,,3.86
+03/02/2018,0,0,0,2.8,0,,,,,,,,,,,4.68
+04/02/2018,0,0,0,0,0.2,,,,,,,,,,,3.12
+05/02/2018,10.8,7.4,5.2,8,7.2,,,,,,,,,,,2.56
+06/02/2018,3.8,1.2,1.6,1,3.6,,,,,,,,,,,2.41
+07/02/2018,0.8,0,0,0.2,0.2,,,,,,,,,,,2.13
+08/02/2018,0,0,0,0,0.4,,,,,,,,,,,2.15
+09/02/2018,0.2,0,0,0,0.2,,,,,,,,,,,2.01
+10/02/2018,0,0,0,0,0,,,,,,,,,,,1.85
+11/02/2018,16.4,10.2,10,13.8,11.8,,,,,,,,,,,1.87
+12/02/2018,0,0,0.2,0.2,0,,,,,,,,,,,1.83
+13/02/2018,0,0,0,0,0,,,,,,,,,,,1.77
+14/02/2018,0,0,0,0,0.2,,,,,,,,,,,1.67
+15/02/2018,0,0,0,0,0,,,,,,,,,,,1.59
+16/02/2018,11.6,7.8,6.6,7.6,10.6,,,,,,,,,,,1.59
+17/02/2018,24,16.2,17.2,12.6,21.2,,,,,,,,,,,1.79
+18/02/2018,0,0,0.6,0,0,,,,,,,,,,,3.75
+19/02/2018,0,0,0,0,0,,,,,,,,,,,3.04
+20/02/2018,0.2,0,2.4,0.6,0.6,,,,,,,,,,,2.47
+21/02/2018,1,0,1.8,1.6,0,,,,,,,,,,,2.29
+22/02/2018,4.2,1.2,3.8,6.6,2.2,,,,,,,,,,,2.13
+23/02/2018,0.2,0,0,2.4,0,,,,,,,,,,,1.99
+24/02/2018,1,0,0.2,0,0.2,,,,,,,,,,,2.11
+25/02/2018,0.2,0,0,0,0,,,,,,,,,,,2.03
+26/02/2018,0.4,0,1.4,1.6,0,,,,,,,,,,,1.89
+27/02/2018,0,0,0,0,0,,,,,,,,,,,1.84
+28/02/2018,0.8,0,0,0,6.2,,,,,,,,,,,1.83
+01/03/2018,36,37.6,21.8,55.8,38.2,,,,,,,,,,,1.83
+02/03/2018,28.8,22.2,13.8,19.8,20.8,,,,,,,,,,,2.91
+03/03/2018,1.6,0.6,0.6,1.6,1.6,,,,,,,,,,,4.7
+04/03/2018,4,0.6,2,3.8,3.2,,,,,,,,,,,3.96
+05/03/2018,5.6,0.8,1.2,2.6,4.2,,,,,,,,,,,3.16
+06/03/2018,15,14,11.6,17.8,13.4,,,,,,,,,,,3.32
+07/03/2018,0,0,0,0,0,,,,,,,,,,,3.66
+08/03/2018,0,0,0,0,0,,,,,,,,,,,3.44
+09/03/2018,2,1.2,0.6,13.8,0,,,,,,,,,,,2.81
+10/03/2018,39.8,48,25.4,38.4,38.2,,,,,,,,,,,2.67
+11/03/2018,11.6,7,3.6,15,13.2,,,,,,,,,,,2.83
+12/03/2018,12.8,1.2,3.4,5.6,2.6,,,,,,,,,,,4.68
+13/03/2018,0,0,0,0,0,,,,,,,,,,,4.02
+14/03/2018,27,36.6,19.6,55.2,15.8,,,,,,,,,,,3.11
+15/03/2018,6.2,6.4,2.6,3,4.8,,,,,,,,,,,2.79
+16/03/2018,8.8,6,3.6,13.8,4.8,,,,,,,,,,,4.16
+17/03/2018,19,12.4,14,25.6,15.8,,,,,,,,,,,3.44
+18/03/2018,11.8,8,4.8,8.4,5.6,,,,,,,,,,,3.07
+19/03/2018,0,0,2.8,0.8,0,,,,,,,,,,,3.43
+20/03/2018,0,0,0.8,1.2,0.2,,,,,,,,,,,3.1
+21/03/2018,0,0,0,0,0,,,,,,,,,,,2.8
+22/03/2018,0,0,0,0,0,,,,,,,,,,,2.71
+23/03/2018,0,0,0,0,0,,,,,,,,,,,2.43
+24/03/2018,0,0,0,0,0,,,,,,,,,,,2.24
+25/03/2018,0,0,0,0,0,,,,,,,,,,,2.04
+26/03/2018,0,0,0,0,0,,,,,,,,,,,1.95
+27/03/2018,0,0,0,0,0,,,,,,,,,,,1.94
+28/03/2018,0,0,0,1,0.2,,,,,,,,,,,1.81
+29/03/2018,0,0,0,0.8,0,,,,,,,,,,,1.82
+30/03/2018,22.2,28.6,8.2,22.6,16.2,,,,,,,,,,,1.91
+31/03/2018,1.8,1.4,3.2,0.8,3.8,,,,,,,,,,,2.1
+01/04/2018,0,0,0,0,0,,,,,,,,,,,1.97
+02/04/2018,0,0,0,0,0,,,,,,,,,,,1.87
+03/04/2018,32.2,30,25.6,35,21.2,,,,,,,,,,,1.85
+04/04/2018,5.4,2,3,4.8,0.6,,,,,,,,,,,2.03
+05/04/2018,0.2,0,0,0.2,0,,,,,,,,,,,2.87
+06/04/2018,0,0,0,0,0,,,,,,,,,,,2.53
+07/04/2018,0,0,0,0,0,,,,,,,,,,,2.35
+08/04/2018,8,1,6.8,9.2,7.6,,,,,,,,,,,2.12
+09/04/2018,4,3.4,2.2,10.4,1.4,,,,,,,,,,,2.09
+10/04/2018,3.2,1.2,3.4,3.8,3.4,,,,,,,,,,,2.07
+11/04/2018,0.8,0.2,1.8,0.6,1,,,,,,,,,,,2.08
+12/04/2018,6.8,7,2.2,3.6,4,,,,,,,,,,,2.03
+13/04/2018,0,0,0,0,0,,,,,,,,,,,1.92
+14/04/2018,0.4,0,1.2,0.4,0.4,,,,,,,,,,,1.77
+15/04/2018,0,0.4,0,3.6,0,,,,,,,,,,,1.91
+16/04/2018,0,0,0,0,0,,,,,,,,,,,1.88
+17/04/2018,0,0,0,0,0,,,,,,,,,,,1.77
+18/04/2018,0,0,0,0,0,,,,,,,,,,,1.66
+19/04/2018,0,0,0,0,0,,,,,,,,,,,1.61
+20/04/2018,0,0,0,0,0,,,,,,,,,,,1.56
+21/04/2018,0,0,0,0,0,,,,,,,,,,,1.52
+22/04/2018,0,0,0,0,0,,,,,,,,,,,1.52
+23/04/2018,0,0,0,0,0,,,,,,,,,,,1.51
+24/04/2018,0,0,0,0,0,,,,,,,,,,,1.51
+25/04/2018,0,0,0,0,0,,,,,,,,,,,1.42
+26/04/2018,0,0,0,0,0,,,,,,,,,,,1.41
+27/04/2018,0,0,0,0,0.6,,,,,,,,,,,1.41
+28/04/2018,0,0,0,0,0,,,,,,,,,,,1.42
+29/04/2018,0.2,0,0.6,0,0.8,,,,,,,,,,,1.44
+30/04/2018,9.2,7.8,9,10.2,9.4,,,,,,,,,,,1.4
+01/05/2018,14.2,11.6,16.8,13.2,18.2,,,,,,,,,,,1.47
+02/05/2018,4.2,0.2,2,3.2,2.4,,,,,,,,,,,1.67
+03/05/2018,2.4,0,2,1.8,1.8,,,,,,,,,,,1.5
+04/05/2018,0,0,0,0,0,,,,,,,,,,,1.42
+05/05/2018,0.6,0,0,0,0,,,,,,,,,,,1.44
+06/05/2018,0.6,0,0,0,0,,,,,,,,,,,1.48
+07/05/2018,1.2,0,0,15.4,0,,,,,,,,,,,1.46
+08/05/2018,0.2,0,1,19.2,4,,,,,,,,,,,1.55
+09/05/2018,2.8,3,6.6,2.2,0.4,,,,,,,,,,,1.82
+10/05/2018,0,0,1,0,0,,,,,,,,,,,1.95
+11/05/2018,0,0,0,0,0,,,,,,,,,,,1.79
+12/05/2018,6.4,2.6,3.6,7.6,3.4,,,,,,,,,,,1.54
+13/05/2018,2.4,1.6,3.4,2,2,,,,,,,,,,,1.51
+14/05/2018,0,0,1.8,6,0,,,,,,,,,,,1.72
+15/05/2018,0,0,0,0,0,,,,,,,,,,,2.16
+16/05/2018,13.4,0,1,0,1.4,,,,,,,,,,,1.98
+17/05/2018,0.2,0,0,0,0,,,,,,,,,,,1.7
+18/05/2018,0,0,0,0,0,,,,,,,,,,,1.75
+19/05/2018,0,0,0,0,0,,,,,,,,,,,1.7
+20/05/2018,7.4,0.4,2,1.4,4,,,,,,,,,,,1.5
+21/05/2018,16.4,10.2,11.4,12.2,13,,,,,,,,,,,1.64
+22/05/2018,0.2,0.2,0,0.2,0,,,,,,,,,,,2.1
+23/05/2018,0,0,0,0,0.2,,,,,,,,,,,2.1
+24/05/2018,0,0,0,2.4,0,,,,,,,,,,,1.91
+25/05/2018,0,0,0,0,0,,,,,,,,,,,1.91
+26/05/2018,0,0,0,0,0,,,,,,,,,,,1.53
+27/05/2018,0,0,0.4,0,0.2,,,,,,,,,,,1.3
+28/05/2018,0,0,0.6,0,0,,,,,,,,,,,1.27
+29/05/2018,0.4,1.2,8.4,13.6,9.2,,,,,,,,,,,1.24
+30/05/2018,0,0,0.2,0,0.2,,,,,,,,,,,1.43
+31/05/2018,0,0,0,0,0,,,,,,,,,,,1.33
+01/06/2018,0,0,0,0,0,,,,,,,,,,,1.38
+02/06/2018,0,0,0,0,0,,,,,,,,,,,1.31
+03/06/2018,1.4,0.6,0,0.2,0,,,,,,,,,,,1.31
+04/06/2018,2.4,0,0,0.2,0,,,,,,,,,,,1.34
+05/06/2018,0,0,0,0,0,,,,,,,,,,,1.31
+06/06/2018,1.8,1.8,1.4,4,4.2,,,,,,,,,,,1.21
+07/06/2018,17.6,20,7.6,6.2,9,,,,,,,,,,,1.24
+08/06/2018,0,0,0,0,0,,,,,,,,,,,1.54
+09/06/2018,0,0,0,0,0,,,,,,,,,,,1.84
+10/06/2018,0,0,0,0,0,,,,,,,,,,,1.39
+11/06/2018,0,0,0,0,0,,,,,,,,,,,1.31
+12/06/2018,18.4,3.4,1.4,0.2,8.2,,,,,,,,,,,1.3
+13/06/2018,6.6,2.4,6.8,19.8,8.2,,,,,,,,,,,1.2
+14/06/2018,0,0,0,0,0,,,,,,,,,,,1.44
+15/06/2018,0,0,0,0,0,,,,,,,,,,,1.25
+16/06/2018,0,0,0,0,0,,,,,,,,,,,1.19
+17/06/2018,0,0,0,0,0,,,,,,,,,,,1.22
+18/06/2018,0,0,0,0,0.6,,,,,,,,,,,1.21
+19/06/2018,0,0,0,0,0,,,,,,,,,,,1.2
+20/06/2018,0,0,0,0,0,,,,,,,,,,,1.23
+21/06/2018,3.8,0,10,4.6,3.6,,,,,,,,,,,1.25
+22/06/2018,0,0,0,0,0,,,,,,,,,,,1.27
+23/06/2018,0,0,0,0,0,,,,,,,,,,,1.25
+24/06/2018,0,0,0.8,0,0.2,,,,,,,,,,,1.24
+25/06/2018,0,0,0,0,0,,,,,,,,,,,1.24
+26/06/2018,0,0,0,0,0,,,,,,,,,,,1.2
+27/06/2018,0,0,0,0,0,,,,,,,,,,,1.18
+28/06/2018,0,0,0,0,0,,,,,,,,,,,1.18
+29/06/2018,0,0,0,0,0,,,,,,,,,,,1.18
+30/06/2018,0,0,0,0,0,,,,,,,,,,,1.18
+01/07/2018,0,0,0,0,0,,,,,,,,,,,1.17
+02/07/2018,0,0,0,0,0,,,,,,,,,,,1.12
+03/07/2018,0,0,0,0,0,,,,,,,,,,,1.06
+04/07/2018,0,0,0,0,0,,,,,,,,,,,1.05
+05/07/2018,3.2,15.6,14.4,14,10.2,,,,,,,,,,,1.16
+06/07/2018,0,0,2,0.6,0.4,,,,,,,,,,,1.06
+07/07/2018,0,0,0,0,0,,,,,,,,,,,1.07
+08/07/2018,0,0,0,0,0,,,,,,,,,,,1.11
+09/07/2018,0,0,0,0,0,,,,,,,,,,,1.03
+10/07/2018,0,0,0,0.2,0,,,,,,,,,,,1.09
+11/07/2018,0,0,0,0,0,,,,,,,,,,,1.04
+12/07/2018,0,0,0,0,0,,,,,,,,,,,1.03
+13/07/2018,0,0,0,0,1,,,,,,,,,,,1.02
+14/07/2018,8.2,39,17.2,8,11.6,,,,,,,,,,,1.08
+15/07/2018,1.4,0,1.2,14.2,0.6,,,,,,,,,,,1.03
+16/07/2018,0,0,0,0,0,,,,,,,,,,,1.06
+17/07/2018,0,0,0,0.2,0,,,,,,,,,,,1.17
+18/07/2018,0,0,0,0,0,,,,,,,,,,,1.22
+19/07/2018,0,0,0,0,0,,,,,,,,,,,1.04
+20/07/2018,0,0,0,1.2,0,,,,,,,,,,,1.01
+21/07/2018,12.8,9,8.6,0,9.6,,,,,,,,,,,1.02
+22/07/2018,31.6,38.2,37.2,24,14.4,,,,,,,,,,,1.02
+23/07/2018,0,0,0,0,0,,,,,,,,,,,1.07
+24/07/2018,0.4,1.6,0,2.6,0.6,,,,,,,,,,,1.05
+25/07/2018,0,0,13.4,4.4,1.6,,,,,,,,,,,1.03
+26/07/2018,0,0,0,0,0,,,,,,,,,,,1.03
+27/07/2018,0,0,0,0,0,,,,,,,,,,,1.04
+28/07/2018,0,0,0,0,0,,,,,,,,,,,1.03
+29/07/2018,0,0,0,0,0,,,,,,,,,,,1.02
+30/07/2018,0,0,0,0,0,,,,,,,,,,,1.01
+31/07/2018,0,0,0,0,0,,,,,,,,,,,1.02
+01/08/2018,16.8,0.6,0,2.2,4.4,,,,,,,,,,,1.03
+02/08/2018,0,0,0.8,0.8,0,,,,,,,,,,,1.05
+03/08/2018,0,0,0,0,0,,,,,,,,,,,1.05
+04/08/2018,0,0,0,0,0,,,,,,,,,,,1.06
+05/08/2018,0,0,0,0,0,,,,,,,,,,,1.06
+06/08/2018,6.4,0,0,0,0.8,,,,,,,,,,,1.06
+07/08/2018,28.4,7.8,0.4,0.4,3,,,,,,,,,,,1.11
+08/08/2018,0,0,0,0,0.2,,,,,,,,,,,1.11
+09/08/2018,0,0,0,0,0,,,,,,,,,,,1.07
+10/08/2018,0,0,0,0,0,,,,,,,,,,,1.07
+11/08/2018,0,0,0,0,0,,,,,,,,,,,1.06
+12/08/2018,2.8,5,0.4,0,1.2,,,,,,,,,,,1.05
+13/08/2018,10.8,0.2,1.2,3.4,1.8,,,,,,,,,,,1.08
+14/08/2018,6.2,1.6,8.4,2.8,5,,,,,,,,,,,1.09
+15/08/2018,0,0,0,0,0.2,,,,,,,,,,,1.11
+16/08/2018,0,0,0,0,0,,,,,,,,,,,1.07
+17/08/2018,0,0,0,0,0,,,,,,,,,,,1.06
+18/08/2018,0,0,0,0,0,,,,,,,,,,,1.06
+19/08/2018,0,0,0,0,0,,,,,,,,,,,1.06
+20/08/2018,0,0,0,0,0,,,,,,,,,,,1.07
+21/08/2018,0.2,0,0,0,0,,,,,,,,,,,1.07
+22/08/2018,19.6,30.8,0,1,2.8,,,,,,,,,,,1.08
+23/08/2018,0.2,0,0,0,0,,,,,,,,,,,1.08
+24/08/2018,4,7.2,17.6,1.6,9.4,,,,,,,,,,,1.09
+25/08/2018,6,4,7.2,10.4,5,,,,,,,,,,,1.1
+26/08/2018,0,0,0,0,0,,,,,,,,,,,1.07
+27/08/2018,0,0,0,0,0,,,,,,,,,,,1.05
+28/08/2018,0,0,0,0,0,,,,,,,,,,,1.08
+29/08/2018,0,0,0,0,0,,,,,,,,,,,1.06
+30/08/2018,0,0.2,0,5.2,0.2,,,,,,,,,,,1.06
+31/08/2018,4.6,1.2,4,0.8,7.2,,,,,,,,,,,1.09
+01/09/2018,4,0,0.2,0.4,1.6,,,,,,,,,,,1.08
+02/09/2018,0.2,0,0,0,0,,,,,,,,,,,1.14
+03/09/2018,0,0,0,0,0,,,,,,,,,,,1.12
+04/09/2018,0,0,0,0,0,,,,,,,,,,,1.09
+05/09/2018,0,0,0,0,0,,,,,,,,,,,1.07
+06/09/2018,1.4,0,0,0.8,0,,,,,,,,,,,1.07
+07/09/2018,0,0,0,0.2,0,,,,,,,,,,,1.08
+08/09/2018,0,0,0,0,0.2,,,,,,,,,,,1.07
+09/09/2018,0,0,0,0,0,,,,,,,,,,,1.06
+10/09/2018,0,0,0,0,0,,,,,,,,,,,1.06
+11/09/2018,0,0,0,0,0,,,,,,,,,,,1.06
+12/09/2018,0,0,0,0,0,,,,,,,,,,,1.05
+13/09/2018,0,0,0,0,0,,,,,,,,,,,1.07
+14/09/2018,0,0,0,0,0,,,,,,,,,,,1.06
+15/09/2018,0,0,0,0,0,,,,,,,,,,,1.06
+16/09/2018,0,0,0,0,0,,,,,,,,,,,1.06
+17/09/2018,0,0,10.2,27,3.6,,,,,,,,,,,1.06
+18/09/2018,0,0,0.2,0.2,0.2,,,,,,,,,,,1.08
+19/09/2018,0,0,0,0,0,,,,,,,,,,,1.11
+20/09/2018,0,0,0,0,0,,,,,,,,,,,1.07
+21/09/2018,0,0,0,0,0.8,,,,,,,,,,,1.07
+22/09/2018,0,0,0.2,0,0,,,,,,,,,,,1.06
+23/09/2018,0.8,0,1.2,2.4,0,,,,,,,,,,,1.08
+24/09/2018,0,0,0,0,0,,,,,,,,,,,1.06
+25/09/2018,0,0,0,0,0,,,,,,,,,,,1.03
+26/09/2018,0,0,0,0,0,,,,,,,,,,,1.03
+27/09/2018,0,0,0,0,0,,,,,,,,,,,1.03
+28/09/2018,0,0,0,0,0,,,,,,,,,,,1.01
+29/09/2018,0,0,0,0,0,,,,,,,,,,,1.02
+30/09/2018,19,11.2,20.4,16.4,14.6,,,,,,,,,,,1.03
+01/10/2018,0.4,0.2,2.8,0.6,0.2,,,,,,,,,,,1.07
+02/10/2018,0,0,0,0,0,,,,,,,,,,,1.07
+03/10/2018,0,0,0,0,0,,,,,,,,,,,1.05
+04/10/2018,0.4,0,0,0,0,,,,,,,,,,,1.04
+05/10/2018,11,7.2,10.8,16.6,13.8,,,,,,,,,,,1.03
+06/10/2018,0.6,1.2,1.8,1.2,1,,,,,,,,,,,1.06
+07/10/2018,0,0,0.2,0,0.2,,,,,,,,,,,1.06
+08/10/2018,0,0,0,0,0,,,,,,,,,,,1.04
+09/10/2018,0,0,0,0,0.2,,,,,,,,,,,1.02
+10/10/2018,0.8,0,1,2.4,0.8,,,,,,,,,,,1.01
+11/10/2018,0,0,0,0,0,,,,,,,,,,,1.03
+12/10/2018,0,0,0,0,0.2,,,,,,,,,,,1.01
+13/10/2018,0,0,0,0,0,,,,,,,,,,,1
+14/10/2018,0,0,0,0,0.2,,,,,,,,,,,1.01
+15/10/2018,3.4,0,0.2,0.4,0.2,,,,,,,,,,,1.01
+16/10/2018,8,0,3.8,2.8,2.4,,,,,,,,,,,1.02
+17/10/2018,0.2,0,0,0,0,,,,,,,,,,,1.04
+18/10/2018,0,0,0,0,0,,,,,,,,,,,1.02
+19/10/2018,0,0,0,0,0.8,,,,,,,,,,,1.01
+20/10/2018,0.4,0,1,0.2,0.4,,,,,,,,,,,1
+21/10/2018,0,0,0,0,0,,,,,,,,,,,1
+22/10/2018,0,0,0,0,0,,,,,,,,,,,1
+23/10/2018,0,0,0,0,0,,,,,,,,,,,0.99
+24/10/2018,0,0,0.2,0,0.2,,,,,,,,,,,1
+25/10/2018,0,0,0,1.2,0,,,,,,,,,,,1.01
+26/10/2018,0,0,0,1,0,,,,,,,,,,,1.03
+27/10/2018,4.4,1.4,5,5.2,9.6,,,,,,,,,,,1.02
+28/10/2018,40.8,31.8,44.2,40.4,46,,,,,,,,,,,1.08
+29/10/2018,16.4,27.4,14,13.4,25,,,,,,,,,,,1.33
+30/10/2018,0.4,0.2,0,1.4,0.2,,,,,,,,,,,1.3
+31/10/2018,16.2,12.6,27.4,23.8,28.6,,,,,,,,,,,1.25
+01/11/2018,2.6,1.8,2.8,7.6,2.8,,,,,,,,,,,1.39
+02/11/2018,0,0,0,0,0.2,,,,,,,,,,,1.58
+03/11/2018,6,4.4,5.6,5.4,2.8,,,,,,,,,,,1.38
+04/11/2018,0.6,0.4,0.4,0.8,0.2,,,,,,,,,,,1.22
+05/11/2018,8.4,3.8,10.4,8.8,5.4,,,,,,,,,,,1.19
+06/11/2018,6,6.6,10,9,9.2,,,,,,,,,,,1.2
+07/11/2018,0,0.2,0,0,0,,,,,,,,,,,1.17
+08/11/2018,0,0,0.2,0,0,,,,,,,,,,,1.12
+09/11/2018,0.2,0,0.2,0,0.2,,,,,,,,,,,1.08
+10/11/2018,5.4,1.2,1.8,1.6,2,,,,,,,,,,,1.17
+11/11/2018,0.2,0.2,0.4,0,0.2,,,,,,,,,,,1.07
+12/11/2018,0.4,0.6,0.2,0.2,0.2,,,,,,,,,,,1.05
+13/11/2018,0,0,0,0,0,,,,,,,,,,,1.05
+14/11/2018,0,0,0,0,0,,,,,,,,,,,1.08
+15/11/2018,0,0,2,0,0,,,,,,,,,,,1.04
+16/11/2018,0,0,0.2,0,0.4,,,,,,,,,,,1.02
+17/11/2018,0,0,0,0,0,,,,,,,,,,,1.06
+18/11/2018,2,0,1.2,1.2,1,,,,,,,,,,,1.02
+19/11/2018,5,0,12.2,5.8,5.2,,,,,,,,,,,1.07
+20/11/2018,2,1.6,2.4,2.2,2.2,,,,,,,,,,,1.17
+21/11/2018,0,0.2,0.2,0.6,0.2,,,,,,,,,,,1.45
+22/11/2018,13.4,10.2,8.8,37.8,9.2,,,,,,,,,,,1.53
+23/11/2018,8.4,16,12,5.4,12.6,,,,,,,,,,,1.33
+24/11/2018,12,3.8,7.2,6,10,,,,,,,,,,,1.3
+25/11/2018,6.2,5,3.6,4.4,4.6,,,,,,,,,,,1.49
+26/11/2018,0.2,0,0.4,0.6,0,,,,,,,,,,,1.78
+27/11/2018,0,0,0,0,0,,,,,,,,,,,1.71
+28/11/2018,0,0,0,0,0,,,,,,,,,,,1.58
+29/11/2018,0,0,0,0,0,,,,,,,,,,,1.37
+30/11/2018,0,0,0,0,0,,,,,,,,,,,1.25
+01/12/2018,3.4,0.2,1,1,1.2,,,,,,,,,,,1.3
+02/12/2018,18.4,13.2,11.6,8.8,17.4,,,,,,,,,,,1.26
+03/12/2018,0.4,0,0,0,0.4,,,,,,,,,,,1.38
+04/12/2018,0.2,0,0,0,0.2,,,,,,,,,,,1.61
+05/12/2018,13.6,6.8,11.6,11.2,12.8,,,,,,,,,,,1.58
+06/12/2018,3.8,2.6,3,1.8,2.8,,,,,,,,,,,1.43
+07/12/2018,16.4,30.8,10.8,18,11.6,,,,,,,,,,,1.35
+08/12/2018,0.6,0,0,0.4,1,,,,,,,,,,,1.55
+09/12/2018,0.4,0,0,0,0.2,,,,,,,,,,,1.56
+10/12/2018,0,0,0,0,0,,,,,,,,,,,1.59
+11/12/2018,0,0,0,0,0,,,,,,,,,,,1.56
+12/12/2018,0,0,0,0,0,,,,,,,,,,,1.41
+13/12/2018,0,0,0,0,0,,,,,,,,,,,1.37
+14/12/2018,0,0,0,0,0,,,,,,,,,,,1.28
+15/12/2018,0,0.8,2.2,0.4,1,,,,,,,,,,,1.26
+16/12/2018,9.2,7,6.8,6.8,7.2,,,,,,,,,,,1.29
+17/12/2018,0.2,0,0,0,0,,,,,,,,,,,1.46
+18/12/2018,3.2,1.6,0.8,2.2,1,,,,,,,,,,,1.59
+19/12/2018,18.8,19.4,17.6,18.2,15.4,,,,,,,,,,,1.53
+20/12/2018,2,1.6,2.2,2.8,1.2,,,,,,,,,,,1.38
+21/12/2018,3.8,1.8,6.8,10.8,4.4,,,,,,,,,,,1.75
+22/12/2018,0,0,0,0,0,,,,,,,,,,,1.61
+23/12/2018,1,0.2,0.6,0,1,,,,,,,,,,,1.7
+24/12/2018,0,0,0,0,0.2,,,,,,,,,,,1.66
+25/12/2018,0,0,0.2,0,0.2,,,,,,,,,,,1.49
+26/12/2018,0,0,0,0,0,,,,,,,,,,,1.47
+27/12/2018,0,0,0,0.2,0.2,,,,,,,,,,,1.38
+28/12/2018,0.2,0.2,0.2,0,0.2,,,,,,,,,,,1.39
+29/12/2018,0.2,0.4,0.2,0.2,0.2,,,,,,,,,,,1.31
+30/12/2018,0,0,0,0,0.2,,,,,,,,,,,1.17
+31/12/2018,0,0,0,0,0,,,,,,,,,,,1.24
+01/01/2019,0,0,0,0,0,,,,,,,,,,,1.3
+02/01/2019,0,0,0,0,0,,,,,,,,,,,1.13
+03/01/2019,0,0,0,0,0,,,,,,,,,,,1.26
+04/01/2019,0,0,0,0,0,,,,,,,,,,,1.11
+05/01/2019,0,0,0,0,0,,,,,,,,,,,1.34
+06/01/2019,0.2,0,0,0,0.2,,,,,,,,,,,1.11
+07/01/2019,0,0,0,0,0,,,,,,,,,,,1.11
+08/01/2019,0,0,0,0,0.2,,,,,,,,,,,1.27
+09/01/2019,0,0,0,0,0,,,,,,,,,,,1.11
+10/01/2019,0,0,0,0,0,,,,,,,,,,,1.22
+11/01/2019,0,0,0,0,0,,,,,,,,,,,1.08
+12/01/2019,0,0,0,0,0,,,,,,,,,,,1.24
+13/01/2019,0,0,0,0,0,,,,,,,,,,,1.1
+14/01/2019,0,0,0,0,0,,,,,,,,,,,1.08
+15/01/2019,0,0,0,0,0,,,,,,,,,,,1.23
+16/01/2019,15.2,17,6.2,13,6.4,,,,,,,,,,,1.09
+17/01/2019,27.2,35.8,16.6,17,18,,,,,,,,,,,1.09
+18/01/2019,0.6,0,0,0.6,0.8,,,,,,,,,,,1.33
+19/01/2019,0.6,0,0.4,1,1.2,,,,,,,,,,,1.18
+20/01/2019,0,0,0,0,0,,,,,,,,,,,1.34
+21/01/2019,0.4,0,1,0.2,1.8,,,,,,,,,,,1.13
+22/01/2019,3.8,1,2,0.8,1.8,,,,,,,,,,,1.33
+23/01/2019,3,0,0,1.4,0,,,,,,,,,,,1.31
+24/01/2019,0,0,0,0,0,,,,,,,,,,,1.3
+25/01/2019,0,0,0,0,0,,,,,,,,,,,1.36
+26/01/2019,1.8,5,3,12.4,2.8,,,,,,,,,,,1.33
+27/01/2019,10,9.6,8.2,15.2,6.8,,,,,,,,,,,1.3
+28/01/2019,0,0,0.6,0,0,,,,,,,,,,,1.34
+29/01/2019,0.8,2.8,1.8,0.2,4.6,,,,,,,,,,,1.44
+30/01/2019,17.6,13.8,13.6,22.4,11.2,,,,,,,,,,,1.36
+31/01/2019,35.8,38.4,31.4,47.6,42.2,,,,,,,,,,,1.49
+01/02/2019,47.6,63,48.2,59.8,56,,,,,,,,,,,1.72
+02/02/2019,6.2,3.6,4.8,7.8,5,,,,,,,,,,,4.04
+03/02/2019,0.2,0,0,0,0,,,,,,,,,,,4.25
+04/02/2019,0,0,0,0,0,,,,,,,,,,,2.77
+05/02/2019,0,0,0,0,0,,,,,,,,,,,2.29
+06/02/2019,0,0,0,0,0,,,,,,,,,,,2.09
+07/02/2019,0,0,0,0,0,,,,,,,,,,,1.79
+08/02/2019,1.6,0,0.2,0,0.8,,,,,,,,,,,1.79
+09/02/2019,0.4,0.2,0.8,5.4,0.8,,,,,,,,,,,1.77
+10/02/2019,10.6,27.6,6.4,11.4,14.8,,,,,,,,,,,1.61
+11/02/2019,0,0,0,0,0,,,,,,,,,,,1.56
+12/02/2019,0,0,0,0,0,,,,,,,,,,,1.66
+13/02/2019,0,0,0,0,0,,,,,,,,,,,1.52
+14/02/2019,0,0,0,0,0.2,,,,,,,,,,,1.46
+15/02/2019,0,0,0,0,0,,,,,,,,,,,1.48
+16/02/2019,0,0,0,0,0,,,,,,,,,,,1.46
+17/02/2019,0,0,0,0,0.2,,,,,,,,,,,1.45
+18/02/2019,0,0,0,0,0,,,,,,,,,,,1.6
+19/02/2019,0,0,0,0,0,,,,,,,,,,,1.47
+20/02/2019,0,0,0,0,0,,,,,,,,,,,1.41
+21/02/2019,0,0,0,0,0,,,,,,,,,,,1.26
+22/02/2019,0,0,0,0,0,,,,,,,,,,,1.22
+23/02/2019,0,0,0,0,0,,,,,,,,,,,1.39
+24/02/2019,0,0,0,0,0,,,,,,,,,,,1.41
+25/02/2019,0,0,0,0,0,,,,,,,,,,,1.19
+26/02/2019,0,0,0,0,0,,,,,,,,,,,1.35
+27/02/2019,0,0,0,0,0,,,,,,,,,,,1.17
+28/02/2019,0,0,0,0,0,,,,,,,,,,,1.35
+01/03/2019,0,0,0,0,0,,,,,,,,,,,1.19
+02/03/2019,0,0,0,0,0,,,,,,,,,,,1.33
+03/03/2019,1,1.4,2,1.4,1,,,,,,,,,,,1.15
+04/03/2019,0,0,0,0,0,,,,,,,,,,,1.18
+05/03/2019,0,0,0,0,0,,,,,,,,,,,1.36
+06/03/2019,0,0,0,0.2,0,,,,,,,,,,,1.2
+07/03/2019,0,0,0,0,0,,,,,,,,,,,1.28
+08/03/2019,0,0,0,0,0,,,,,,,,,,,1.2
+09/03/2019,0.8,0,1,1.2,1,,,,,,,,,,,1.14
+10/03/2019,2.4,2.6,4.2,1.2,11.2,,,,,,,,,,,1.31
+11/03/2019,0,0,0,0,0.2,,,,,,,,,,,1.14
+12/03/2019,7.2,4,4.4,6.2,4.6,,,,,,,,,,,1.33
+13/03/2019,0,0.2,0,0.2,0.2,,,,,,,,,,,1.16
+14/03/2019,0,0,0,0,0,,,,,,,,,,,1.29
+15/03/2019,0,0,0,0,0,,,,,,,,,,,1.13
+16/03/2019,0.2,0,0,0,0,,,,,,,,,,,1.13
+17/03/2019,2.6,2.4,5.4,4,2.4,,,,,,,,,,,1.12
+18/03/2019,0,0,1.6,0.8,0,,,,,,,,,,,1.3
+19/03/2019,0,0,0,0,0,,,,,,,,,,,1.18
+20/03/2019,0,0,0,0,0,,,,,,,,,,,1.32
+21/03/2019,0,0,0,0,0,,,,,,,,,,,1.13
+22/03/2019,0,0,0,0,0,,,,,,,,,,,1.34
+23/03/2019,0,0,0,0,0,,,,,,,,,,,1.12
+24/03/2019,0,0,0,0,0,,,,,,,,,,,1.29
+25/03/2019,0.2,0,13.2,6.2,2,,,,,,,,,,,1.11
+26/03/2019,0,0,0,0,0,,,,,,,,,,,1.14
+27/03/2019,0,0,0,0,0,,,,,,,,,,,1.16
+28/03/2019,0,0,0,0,0,,,,,,,,,,,1.11
+29/03/2019,0,0,0,0,0,,,,,,,,,,,1.24
+30/03/2019,0,0,0,0,0,,,,,,,,,,,1.11
+31/03/2019,0,0,0,0,0,,,,,,,,,,,1.23
+01/04/2019,0,0,0,0,0,,,,,,,,,,,1.1
+02/04/2019,5,2.2,4.2,5.8,4.4,,,,,,,,,,,1.11
+03/04/2019,15.6,25.8,16,21.4,18.4,,,,,,,,,,,1.35
+04/04/2019,1,0,0.2,0.4,0.4,,,,,,,,,,,1.27
+05/04/2019,0,0,0,0,0,,,,,,,,,,,1.96
+06/04/2019,2.6,0.4,1.4,2.2,0.8,,,,,,,,,,,1.92
+07/04/2019,0,0,0,0,0,,,,,,,,,,,1.73
+08/04/2019,0,0,0,0,0,,,,,,,,,,,1.61
+09/04/2019,0.2,0,4.2,4.6,2.6,,,,,,,,,,,1.36
+10/04/2019,9.4,6.8,13.6,9,8.8,,,,,,,,,,,1.37
+11/04/2019,0.4,0.2,1.6,1,0.4,,,,,,,,,,,1.36
+12/04/2019,0,0,0,0.2,0,,,,,,,,,,,1.38
+13/04/2019,10.8,1.2,8.2,7.4,7.8,,,,,,,,,,,1.38
+14/04/2019,0,0,0,0,0,,,,,,,,,,,1.35
+15/04/2019,0,0,0,0,0,,,,,,,,,,,1.54
+16/04/2019,0,0,0,0,0,,,,,,,,,,,1.58
+17/04/2019,0,0,0,0,0,,,,,,,,,,,1.44
+18/04/2019,0,0,0,0,0,,,,,,,,,,,1.42
+19/04/2019,0,0,0,0,0,,,,,,,,,,,1.39
+20/04/2019,0,0,0,0,0,,,,,,,,,,,1.26
+21/04/2019,8.8,2.4,7,8.4,8,,,,,,,,,,,1.16
+22/04/2019,15.8,8,13.2,21,15.2,,,,,,,,,,,1.35
+23/04/2019,0.2,0,1.6,0.8,2.2,,,,,,,,,,,1.72
+24/04/2019,0.2,0,0,0.2,0.2,,,,,,,,,,,1.6
+25/04/2019,0,0,0,1.4,0,,,,,,,,,,,1.68
+26/04/2019,0.2,0,0,0.2,0.2,,,,,,,,,,,1.51
+27/04/2019,3,1,5.4,5,3.4,,,,,,,,,,,1.62
+28/04/2019,0,0,0.2,0.6,0,,,,,,,,,,,1.5
+29/04/2019,0,0,0,0,0,,,,,,,,,,,1.53
+30/04/2019,0.6,0.2,1.4,3.6,1.2,,,,,,,,,,,1.48
+01/05/2019,0,0.2,0,0,0,,,,,,,,,,,1.68
+02/05/2019,2.2,0,2.4,1.6,1.6,,,,,,,,,,,1.52
+03/05/2019,0,0,0,0.6,0,,,,,,,,,,,1.73
+04/05/2019,22.8,14,29,40.4,24.2,,,,,,,,,,,1.64
+05/05/2019,0,0,2.6,1.4,0,,,,,,,,,,,1.7
+06/05/2019,0,0,0,0,0.2,,,,,,,,,,,2.11
+07/05/2019,2.6,0.4,0.6,2.2,1,,,,,,,,,,,1.99
+08/05/2019,31.4,21.4,22.8,28.2,24.8,,,,,,,,,,,1.82
+09/05/2019,0.4,0,0,0.2,0,,,,,,,,,,,1.91
+10/05/2019,6,0.8,2,9.8,8.4,,,,,,,,,,,2.11
+11/05/2019,3.2,2.4,29.4,21,8.2,,,,,,,,,,,1.99
+12/05/2019,0.8,0.2,17.8,12,3.8,,,,,,,,,,,1.83
+13/05/2019,0,0,0.2,0,0,,,,,,,,,,,2.49
+14/05/2019,0,0,0,0,0.2,,,,,,,,,,,2.48
+15/05/2019,0,0,0,0,0,,,,,,,,,,,2.16
+16/05/2019,1.8,0,1.2,1,3.2,,,,,,,,,,,2
+17/05/2019,11,2.4,9.6,17.8,8.6,,,,,,,,,,,1.82
+18/05/2019,27.2,13.8,14.2,36.2,17,,,,,,,,,,,1.79
+19/05/2019,3.2,2.6,3,1.4,2,,,,,,,,,,,1.91
+20/05/2019,2.8,1.2,4.6,3.2,3,,,,,,,,,,,2.26
+21/05/2019,0,0,0.8,0.2,0.2,,,,,,,,,,,2.28
+22/05/2019,0,0,13.2,5,0,,,,,,,,,,,2.3
+23/05/2019,0,0,0,0,0,,,,,,,,,,,2.28
+24/05/2019,6,1.4,1,1,0.8,,,,,,,,,,,1.9
+25/05/2019,5,0.2,6,11.2,7.4,,,,,,,,,,,2.21
+26/05/2019,4.8,1.2,2.2,3.4,3.6,,,,,,,,,,,2.04
+27/05/2019,14,2,10.2,9.8,9.6,,,,,,,,,,,2.03
+28/05/2019,1,0.6,0.6,3.2,3,,,,,,,,,,,2.36
+29/05/2019,0.2,0,0,0,0,,,,,,,,,,,2.76
+30/05/2019,0,0,0,0,0,,,,,,,,,,,2.84
+31/05/2019,0,0,0,0,0,,,,,,,,,,,2.34
+01/06/2019,0,0,0,0,0,,,,,,,,,,,2.12
+02/06/2019,0,0,0,0,0,,,,,,,,,,,1.94
+03/06/2019,0,0,0,0,0,,,,,,,,,,,1.79
+04/06/2019,0,0,0,0,0,,,,,,,,,,,1.64
+05/06/2019,0,0,0,0,0,,,,,,,,,,,1.7
+06/06/2019,0,0,0,0,0,,,,,,,,,,,1.49
+07/06/2019,0,0,0,0,0,,,,,,,,,,,1.4
+08/06/2019,0,0,0,0,0,,,,,,,,,,,1.49
+09/06/2019,0,0,0,0,0,,,,,,,,,,,1.45
+10/06/2019,0,0,0,0,0,,,,,,,,,,,1.42
+11/06/2019,0,0,0,0,0,,,,,,,,,,,1.4
+12/06/2019,0,0,0,0,0,,,,,,,,,,,1.32
+13/06/2019,0,0,0,0,0,,,,,,,,,,,1.34
+14/06/2019,0,0,0.2,0,0,,,,,,,,,,,1.32
+15/06/2019,0,0,0,0,0,,,,,,,,,,,1.32
+16/06/2019,0,0,0,0,0,,,,,,,,,,,1.17
+17/06/2019,0,0,0,0,0,,,,,,,,,,,1.31
+18/06/2019,0,0,0,0,0,,,,,,,,,,,1.3
+19/06/2019,0,0,0,0,0,,,,,,,,,,,1.16
+20/06/2019,0,0,0,0,0,,,,,,,,,,,1.22
+21/06/2019,26,13,38.4,34.6,34.8,,,,,,,,,,,1.17
+22/06/2019,0.2,0,0.2,0.2,0.2,,,,,,,,,,,1.26
+23/06/2019,0,0,0,0,0,,,,,,,,,,,1.2
+24/06/2019,0,0,0,0,0,,,,,,,,,,,1.21
+25/06/2019,0,0,0,0,0,,,,,,,,,,,1.12
+26/06/2019,0,0,0,0,0,,,,,,,,,,,1.1
+27/06/2019,0,0,0,0,0,,,,,,,,,,,1.19
+28/06/2019,0,0,0,0,0,,,,,,,,,,,1.1
+29/06/2019,0,0,0,0,0,,,,,,,,,,,1.11
+30/06/2019,0,0,0,0,0,,,,,,,,,,,1.07
+01/07/2019,0,0,0,0,0,,,,,,,,,,,1.05
+02/07/2019,0,0,0.2,0,0,,,,,,,,,,,1.12
+03/07/2019,0,0,0.2,0,0,,,,,,,,,,,1.12
+04/07/2019,0,0,0,0,0,,,,,,,,,,,1.11
+05/07/2019,0,0,0,0,0.4,,,,,,,,,,,1.09
+06/07/2019,2.4,1,5.2,10,2.8,,,,,,,,,,,1.1
+07/07/2019,0,0,0,0,0,,,,,,,,,,,1.1
+08/07/2019,2.4,0,0.2,0,1,,,,,,,,,,,1.1
+09/07/2019,0.4,0,0,2.8,0,,,,,,,,,,,1.14
+10/07/2019,4.8,0,0,0,0,,,,,,,,,,,1.13
+11/07/2019,0,0,0,0,0,,,,,,,,,,,1.19
+12/07/2019,0,0,0,0,0,,,,,,,,,,,1.09
+13/07/2019,0,0,0,0,0,,,,,,,,,,,1.1
+14/07/2019,17.2,2.6,7.2,11.4,9,,,,,,,,,,,1.1
+15/07/2019,0,0,0,0,0.2,,,,,,,,,,,1.13
+16/07/2019,0,0,0,0,0,,,,,,,,,,,1.21
+17/07/2019,0,0,0,1.2,0,,,,,,,,,,,1.09
+18/07/2019,0,0,0,0,0,,,,,,,,,,,1.06
+19/07/2019,0,0,0,0,0,,,,,,,,,,,1.05
+20/07/2019,0,0,0,0,0,,,,,,,,,,,1.05
+21/07/2019,0,0,0,0,0,,,,,,,,,,,1.04
+22/07/2019,0,0,0,0,0,,,,,,,,,,,1.06
+23/07/2019,0,0,0,0,0,,,,,,,,,,,1.07
+24/07/2019,0,0,0,0,0,,,,,,,,,,,1.06
+25/07/2019,0,0,0,0,0,,,,,,,,,,,1.06
+26/07/2019,8.4,2.6,4.6,6.4,6,,,,,,,,,,,1.05
+27/07/2019,18.6,9.4,17.4,18,13.4,,,,,,,,,,,1.11
+28/07/2019,0,0,0,0.2,0,,,,,,,,,,,2.59
+29/07/2019,0,0,0,0,0,,,,,,,,,,,2.01
+30/07/2019,0,0,0,0,0,,,,,,,,,,,1.33
+31/07/2019,0,0,0,0,0,,,,,,,,,,,1.12
+01/08/2019,0.2,0,0,0,0,,,,,,,,,,,1.08
+02/08/2019,0,0,0,0,0,,,,,,,,,,,1.19
+03/08/2019,0,0,0,0,0,,,,,,,,,,,1.19
+04/08/2019,0,0,0,0,0,,,,,,,,,,,1.15
+05/08/2019,0,0,0,0,0,,,,,,,,,,,1.14
+06/08/2019,0,0,0,0,0,,,,,,,,,,,1.12
+07/08/2019,0,0,0,0,0,,,,,,,,,,,1.11
+08/08/2019,0,0,0,0,0,,,,,,,,,,,1.07
+09/08/2019,0,0,0,0,0,,,,,,,,,,,1.06
+10/08/2019,0,0,0,0,0,,,,,,,,,,,1.04
+11/08/2019,0,0,0,0,0,,,,,,,,,,,1.04
+12/08/2019,0,0,0,0,0,,,,,,,,,,,1.05
+13/08/2019,0,0,0,0,0,,,,,,,,,,,1.03
+14/08/2019,0,0,0,0,0,,,,,,,,,,,1.03
+15/08/2019,0,0,0,0,0,,,,,,,,,,,1.04
+16/08/2019,0,0,0,0,0,,,,,,,,,,,1.04
+17/08/2019,0,0,0,0,0,,,,,,,,,,,1.04
+18/08/2019,0,0,0,0,0,,,,,,,,,,,1.04
+19/08/2019,0,0,0,0,0,,,,,,,,,,,1.03
+20/08/2019,0,0,0,0,0,,,,,,,,,,,1.02
+21/08/2019,0,0,0,0,0,,,,,,,,,,,1.02
+22/08/2019,6.6,5,2.4,18.8,5.6,,,,,,,,,,,1.06
+23/08/2019,0,0,0,0,0.2,,,,,,,,,,,1.18
+24/08/2019,6.8,9.4,0,1.8,7.4,,,,,,,,,,,1.19
+25/08/2019,3.8,2.6,0.2,0.4,0,,,,,,,,,,,1.23
+26/08/2019,0.2,0,0,0,0.6,,,,,,,,,,,1.11
+27/08/2019,0,0,0,0,0.2,,,,,,,,,,,1.08
+28/08/2019,0,0,10.6,0,0,,,,,,,,,,,1.1
+29/08/2019,0,0,0,0,0,,,,,,,,,,,1.08
+30/08/2019,13,23,0,27.2,3.6,,,,,,,,,,,1.1
+31/08/2019,0,0,0.2,0,0,,,,,,,,,,,1.08
+01/09/2019,0.6,3,2.8,1.2,4.6,,,,,,,,,,,1.1
+02/09/2019,0,0,0,0,0.2,,,,,,,,,,,1.09
+03/09/2019,0,0,0,0,0,,,,,,,,,,,1.15
+04/09/2019,0,0,0,0,0,,,,,,,,,,,1.05
+05/09/2019,1.6,0,3,0,0,,,,,,,,,,,1.04
+06/09/2019,0.2,0,0.4,0,0.2,,,,,,,,,,,1.06
+07/09/2019,9.6,10,15.6,29.2,19.8,,,,,,,,,,,1.09
+08/09/2019,0,0,0,0,0,,,,,,,,,,,1.2
+09/09/2019,0,0,0,0,0,,,,,,,,,,,1.13
+10/09/2019,0,0,0,0,0,,,,,,,,,,,1.16
+11/09/2019,0,0,0,0,0,,,,,,,,,,,1.16
+12/09/2019,0,0,0,0,0,,,,,,,,,,,1.16
+13/09/2019,0,0,0,0,0,,,,,,,,,,,1.08
+14/09/2019,0,0,0,0,0,,,,,,,,,,,1.01
+15/09/2019,0,0,0,0,0,,,,,,,,,,,1.01
+16/09/2019,0,0,0,0,0,,,,,,,,,,,1
+17/09/2019,0,0,0,0,0,,,,,,,,,,,0.99
+18/09/2019,0,0,0,0.2,0,,,,,,,,,,,1.01
+19/09/2019,0,0,0,0,0,,,,,,,,,,,1.05
+20/09/2019,0,0,0,0,0,,,,,,,,,,,1.02
+21/09/2019,12.8,2.6,14.8,17.2,11.4,,,,,,,,,,,1
+22/09/2019,50,23.8,23.2,23.8,57.4,,,,,,,,,,,1.05
+23/09/2019,0,0,0,0,0,,,,,,,,,,,1.33
+24/09/2019,30.4,21.8,16.8,13,28,,,,,,,,,,,1.26
+25/09/2019,0,0,0,0,0,,,,,,,,,,,1.21
+26/09/2019,0,0,0,0.2,0,,,,,,,,,,,1.12
+27/09/2019,0,0,0.2,0.6,0,,,,,,,,,,,0
+28/09/2019,0,0,0.2,0,0.2,,,,,,,,,,,1.09
+29/09/2019,0.8,0,0.6,0,0,,,,,,,,,,,1.03
+30/09/2019,0,0,0,0,0,,,,,,,,,,,1.02
+01/10/2019,26.2,24,18.6,22.4,20.8,,,,,,,,,,,1.01
+02/10/2019,0,0,0.4,0.2,0,,,,,,,,,,,1.05
+03/10/2019,0,0,0,0,0,,,,,,,,,,,1.09
+04/10/2019,2.4,1.6,1.4,1,2,,,,,,,,,,,1.05
+05/10/2019,0,0,0.2,0.2,0.2,,,,,,,,,,,1.03
+06/10/2019,3.4,3.2,3.4,4.2,5,,,,,,,,,,,1.02
+07/10/2019,0,0,0,0,0,,,,,,,,,,,1.03
+08/10/2019,1.2,3,1.6,8.6,1.2,,,,,,,,,,,1.02
+09/10/2019,5.4,3,2.8,1.8,3,,,,,,,,,,,1.02
+10/10/2019,0,0,0,0,0,,,,,,,,,,,1
+11/10/2019,0,0,0.2,0,0.2,,,,,,,,,,,0.99
+12/10/2019,0,0,0,0,0,,,,,,,,,,,1.01
+13/10/2019,0,0,0,0,0.4,,,,,,,,,,,1.09
+14/10/2019,18,20,20.4,17.8,19.6,,,,,,,,,,,1.04
+15/10/2019,0,0.2,0,1.8,0,,,,,,,,,,,1.04
+16/10/2019,0,0,0,0,0,,,,,,,,,,,1.15
+17/10/2019,0,0,0.2,0.2,0,,,,,,,,,,,1.07
+18/10/2019,0.2,0,0,1,0.2,,,,,,,,,,,1.04
+19/10/2019,0,0,0,0,0,,,,,,,,,,,1.04
+20/10/2019,0,0,0,0,0,,,,,,,,,,,1.03
+21/10/2019,0,0,0,0,0,,,,,,,,,,,1.02
+22/10/2019,0,0,0.2,0,0.2,,,,,,,,,,,1.01
+23/10/2019,13,11.2,11.2,12.4,12.4,,,,,,,,,,,1.01
+24/10/2019,0.2,0.2,0.2,0.2,0.4,,,,,,,,,,,1.05
+25/10/2019,0,0,0,0,0,,,,,,,,,,,1.08
+26/10/2019,0,0.2,0.2,0,0.2,,,,,,,,,,,1.04
+27/10/2019,0.2,0,0.2,0,0.2,,,,,,,,,,,1.04
+28/10/2019,6.2,16.4,16,3.6,5.6,,,,,,,,,,,1.04
+29/10/2019,0.4,0.4,1,1.4,1,,,,,,,,,,,1.05
+30/10/2019,5.2,0.4,0.2,1.4,0.6,,,,,,,,,,,1.07
+31/10/2019,0,0.2,0,0,0,,,,,,,,,,,1.09
+01/11/2019,33.8,44.6,23.8,28,18.6,,,,,,,,,,,1.13
+02/11/2019,32,24.2,28,37.2,33.4,,,,,,,,,,,1.08
+03/11/2019,3.4,2.8,2.2,7,4.2,,,,,,,,,,,1.29
+04/11/2019,20.6,16.6,19,24.4,23,,,,,,,,,,,1.43
+05/11/2019,17.4,13.8,11.8,8.8,15,,,,,,,,,,,1.91
+06/11/2019,0,0,0,0,0,,,,,,,,,,,2.83
+07/11/2019,49.2,41.6,39.4,47.6,39.8,,,,,,,,,,,2.26
+08/11/2019,2.6,2.2,1.4,2.4,2,,,,,,,,,,,2.2
+09/11/2019,0.4,0.2,0.2,0,0.2,,,,,,,,,,,2.64
+10/11/2019,8.2,8.2,6.2,9,8.4,,,,,,,,,,,2.3
+11/11/2019,20.8,17.6,18.2,17.8,20.8,,,,,,,,,,,1.9
+12/11/2019,6.2,5,3.8,4.8,6.6,,,,,,,,,,,1.61
+13/11/2019,0.4,0.2,0.2,0,0.2,,,,,,,,,,,2.06
+14/11/2019,32.4,34.4,27.2,43.4,32.6,,,,,,,,,,,2
+15/11/2019,34.8,31.6,30,26.8,31.2,,,,,,,,,,,2.19
+16/11/2019,56.6,59,57.8,59.6,64.4,,,,,,,,,,,3.47
+17/11/2019,24,25.8,21,36.4,20,,,,,,,,,,,6.75
+18/11/2019,9.2,10.8,10.4,23.2,8.4,,,,,,,,,,,3.86
+19/11/2019,0.2,0.2,0.4,0,0.4,,,,,,,,,,,3.48
+20/11/2019,5.8,4.8,2.4,2,1,,,,,,,,,,,3.06
+21/11/2019,0,0.2,0.2,0.4,0,,,,,,,,,,,2.65
+22/11/2019,7,8.4,4.4,14,6.8,,,,,,,,,,,2.47
+23/11/2019,4,4.8,2.6,6.8,1.8,,,,,,,,,,,2.18
+24/11/2019,0.6,0.2,1.4,1,0.2,,,,,,,,,,,2.06
+25/11/2019,0,0,0,0,0,,,,,,,,,,,2.05
+26/11/2019,28.2,29,17.6,21.4,34,,,,,,,,,,,2.02
+27/11/2019,6.8,9.4,5.4,9.2,9.6,,,,,,,,,,,2.08
+28/11/2019,3.4,5.6,0.8,1.8,1.4,,,,,,,,,,,2.25
+29/11/2019,0.2,0,0,0.2,0,,,,,,,,,,,2.36
+30/11/2019,4.4,8.2,2.2,9.6,1.4,,,,,,,,,,,2.37
+01/12/2019,35.2,42.8,46.2,58.4,31.8,,,,,,,,,,,2.23
+02/12/2019,0,0,0,0,0,,,,,,,,,,,2.87
+03/12/2019,0,0,0,0,0,,,,,,,,,,,3.96
+04/12/2019,0,0,0,0,0,,,,,,,,,,,2.74
+05/12/2019,0.2,0,0.4,0.8,2.2,,,,,,,,,,,2.42
+06/12/2019,1.8,0,0.2,0.8,2,,,,,,,,,,,2.23
+07/12/2019,0.2,0,0,0,0,,,,,,,,,,,2.1
+08/12/2019,13,6.8,12.4,12.2,10.8,,,,,,,,,,,2.05
+09/12/2019,0,0,0,0,0,,,,,,,,,,,2.07
+10/12/2019,0,0,0.2,0,0,,,,,,,,,,,2.08
+11/12/2019,3,6.6,4.8,5.2,6.6,,,,,,,,,,,1.95
+12/12/2019,47.4,39,25.2,34.8,30.4,,,,,,,,,,,2.09
+13/12/2019,0.6,0.8,0,1.2,0.2,,,,,,,,,,,2.49
+14/12/2019,1.4,0.4,0,4.2,0.4,,,,,,,,,,,2.74
+15/12/2019,0.6,0.4,0,2.4,0.2,,,,,,,,,,,2.34
+16/12/2019,0,0,0,0.2,0,,,,,,,,,,,2.23
+17/12/2019,0,0,0,0,0,,,,,,,,,,,2.17
+18/12/2019,0,0,0,0,0,,,,,,,,,,,2.05
+19/12/2019,17,23,7.6,29.2,23,,,,,,,,,,,1.97
+20/12/2019,22.4,32.8,20,28.4,31.8,,,,,,,,,,,1.99
+21/12/2019,39.6,39.8,30.6,36.8,34.8,,,,,,,,,,,3.96
+22/12/2019,0,0,0,0.2,0,,,,,,,,,,,6.07
+23/12/2019,0,0,0,0,0.2,,,,,,,,,,,4.02
+24/12/2019,0.2,0,0,0,0,,,,,,,,,,,2.89
+25/12/2019,0,0.2,0,0,0.2,,,,,,,,,,,2.58
+26/12/2019,0,0,0,0,0.2,,,,,,,,,,,2.4
+27/12/2019,0,0,0,0,0,,,,,,,,,,,2.25
+28/12/2019,0,0,0,0,0,,,,,,,,,,,2.09
+29/12/2019,0,0,0,0,0,,,,,,,,,,,2.04
+30/12/2019,0,0,0,0,0.2,,,,,,,,,,,2.01
+31/12/2019,0,0,0,0,0,,,,,,,,,,,1.98
+01/01/2020,0,0,0,0,0,,,,,,,,,,,1.7
+02/01/2020,0,0,0,0,0.2,,,,,,,,,,,1.76
+03/01/2020,0.4,0,0,0,0,,,,,,,,,,,1.82
+04/01/2020,0,0,0,0,0,,,,,,,,,,,1.75
+05/01/2020,0,0,0,0,0.2,,,,,,,,,,,1.74
+06/01/2020,0,0,0,0,0,,,,,,,,,,,1.72
+07/01/2020,0,0,0,0,0.2,,,,,,,,,,,1.72
+08/01/2020,0,0,0,0,0,,,,,,,,,,,1.67
+09/01/2020,0,0,0,0,0,,,,,,,,,,,1.69
+10/01/2020,0,0,0,0,0,,,,,,,,,,,1.6
+11/01/2020,0,0,0,0,0,,,,,,,,,,,1.63
+12/01/2020,0,0,0,0,0.2,,,,,,,,,,,1.58
+13/01/2020,0,0,0,0,0,,,,,,,,,,,1.55
+14/01/2020,0.8,0,0,0.2,0.2,,,,,,,,,,,1.6
+15/01/2020,0,0,0,0,0,,,,,,,,,,,1.55
+16/01/2020,1,0.6,0.2,1.4,0.6,,,,,,,,,,,1.56
+17/01/2020,15.8,10,16.4,13.2,16,,,,,,,,,,,1.6
+18/01/2020,0,0,0.4,0.6,0,,,,,,,,,,,1.82
+19/01/2020,0,0,0,0,0,,,,,,,,,,,1.57
+20/01/2020,0,0,0,0,0,,,,,,,,,,,1.56
+21/01/2020,0,0,0,0,0,,,,,,,,,,,1.6
+22/01/2020,0,0,0,0,0,,,,,,,,,,,1.57
+23/01/2020,2.6,2,1,0.4,1.4,,,,,,,,,,,1.53
+24/01/2020,15.4,14.4,9,13.8,13,,,,,,,,,,,1.54
+25/01/2020,0.4,3.8,3.4,0.2,2,,,,,,,,,,,1.63
+26/01/2020,1.4,0.4,0.2,0.8,0.8,,,,,,,,,,,1.73
+27/01/2020,3.2,2.6,2.6,17.6,3,,,,,,,,,,,1.75
+28/01/2020,0,0,0,0,0,,,,,,,,,,,1.88
+29/01/2020,1.2,0.6,0,0.6,0,,,,,,,,,,,1.83
+30/01/2020,10.2,6.8,6.6,8.2,9.2,,,,,,,,,,,1.76
+31/01/2020,14.2,7,6.6,13.6,10.8,,,,,,,,,,,1.82
+01/02/2020,0,0,0,0,0,,,,,,,,,,,1.88
+02/02/2020,1,0,0.4,0.2,0.8,,,,,,,,,,,2.13
+03/02/2020,0,0,0,0.2,0,,,,,,,,,,,2.07
+04/02/2020,0,0,0,0,0,,,,,,,,,,,2.03
+05/02/2020,0,0,0,0,0,,,,,,,,,,,1.9
+06/02/2020,0,0,0,0,0,,,,,,,,,,,1.8
+07/02/2020,0,0,0,0,0,,,,,,,,,,,1.72
+08/02/2020,0,0,0,0,0,,,,,,,,,,,1.71
+09/02/2020,3.6,3.2,2.4,15.2,3.4,,,,,,,,,,,1.68
+10/02/2020,0,0,0,0,0,,,,,,,,,,,1.54
+11/02/2020,0,0,0,0.2,0,,,,,,,,,,,1.7
+12/02/2020,1,1.4,3,7.6,1.4,,,,,,,,,,,1.65
+13/02/2020,7.2,25.8,16,15.8,13.6,,,,,,,,,,,1.61
+14/02/2020,0,0,0,0,0,,,,,,,,,,,1.83
+15/02/2020,0,0,0,0,0,,,,,,,,,,,1.85
+16/02/2020,0,0,0,0.6,0.2,,,,,,,,,,,1.78
+17/02/2020,6.8,3,3.4,4,2.8,,,,,,,,,,,1.71
+18/02/2020,0.2,0,0.2,0,0.2,,,,,,,,,,,1.67
+19/02/2020,0.2,0,0,0,0,,,,,,,,,,,1.62
+20/02/2020,0,0,0,0,0,,,,,,,,,,,1.6
+21/02/2020,0,0,0,0,0,,,,,,,,,,,1.57
+22/02/2020,0,0,0,0,0,,,,,,,,,,,1.56
+23/02/2020,0,0,0,0,0,,,,,,,,,,,1.56
+24/02/2020,0,0,0,0.6,0,,,,,,,,,,,1.47
+25/02/2020,6.4,7,13,7.6,8,,,,,,,,,,,1.6
+26/02/2020,23.2,16.8,9.8,16.4,11.4,,,,,,,,,,,1.56
+27/02/2020,1.2,0.2,0.2,0.2,1,,,,,,,,,,,1.58
+28/02/2020,0,0,0,0,0,,,,,,,,,,,1.88
+29/02/2020,22.4,30.4,15.4,26,19.6,,,,,,,,,,,1.91
+01/03/2020,34.2,39,29.2,47,59.2,,,,,,,,,,,2.04
+02/03/2020,22.8,22.4,17.6,16.8,20.2,,,,,,,,,,,2.75
+03/03/2020,0.2,0,0,0.2,0,,,,,,,,,,,4.51
+04/03/2020,23.2,22.8,14.6,20.8,13.6,,,,,,,,,,,3.13
+05/03/2020,10.6,10.2,11.4,12.8,17.2,,,,,,,,,,,2.75
+06/03/2020,1,1,1,1,0.6,,,,,,,,,,,2.95
+07/03/2020,0,0,0,0,0,,,,,,,,,,,2.7
+08/03/2020,1,0.4,0.4,0.8,0.4,,,,,,,,,,,2.45
+09/03/2020,0,0,0,0,0,,,,,,,,,,,2.24
+10/03/2020,0,0,0,0,0,,,,,,,,,,,2.02
+11/03/2020,3.8,2.2,1,1,1.4,,,,,,,,,,,2.02
+12/03/2020,0,0,0.2,1,0.2,,,,,,,,,,,1.94
+13/03/2020,0,0,0,0.2,0,,,,,,,,,,,1.89
+14/03/2020,0,0,0,0,0,,,,,,,,,,,1.88
+15/03/2020,0,0,0,0,0,,,,,,,,,,,1.82
+16/03/2020,0,0,0,0,0,,,,,,,,,,,1.76
+17/03/2020,0,0,0,0,0,,,,,,,,,,,1.73
+18/03/2020,0,0,0,0,0,,,,,,,,,,,1.72
+19/03/2020,0,0,0,0,0,,,,,,,,,,,1.68
+20/03/2020,0,0,0,0,0,,,,,,,,,,,1.62
+21/03/2020,0,0,0,0,0,,,,,,,,,,,1.63
+22/03/2020,0,0,0,0,0,,,,,,,,,,,1.6
+23/03/2020,0,0,0,0,0.6,,,,,,,,,,,1.55
+24/03/2020,1,1,7.8,3,5.6,,,,,,,,,,,1.55
+25/03/2020,0,0,1,1.6,0,,,,,,,,,,,1.58
+26/03/2020,0.6,0,0.2,2,0,,,,,,,,,,,1.56
+27/03/2020,0,0,0,0,0,,,,,,,,,,,1.58
+28/03/2020,0,0,0,0,4.6,,,,,,,,,,,1.6
+29/03/2020,0,0.8,4.2,3.6,11.6,,,,,,,,,,,1.6
+30/03/2020,0,0,0,0.6,0,,,,,,,,,,,1.66
+31/03/2020,0,0,0,0,0,,,,,,,,,,,1.68
+01/04/2020,0,0,0,0,0,,,,,,,,,,,1.63
+02/04/2020,0,0,0,0,0,,,,,,,,,,,1.62
+03/04/2020,0,0,0,0,0,,,,,,,,,,,1.6
+04/04/2020,0,0,0,0,0,,,,,,,,,,,1.57
+05/04/2020,0,0,0,0,0,,,,,,,,,,,1.55
+06/04/2020,0,0,0,0,0,,,,,,,,,,,1.41
+07/04/2020,0,0,0,0,0,,,,,,,,,,,1.56
+08/04/2020,0,0,0,0,0,,,,,,,,,,,1.53
+09/04/2020,0,0,0,0,0,,,,,,,,,,,1.49
+10/04/2020,0,0,0,0,0,,,,,,,,,,,1.37
+11/04/2020,0,0,0,0,0,,,,,,,,,,,1.49
+12/04/2020,0.2,0.2,0,0,0,,,,,,,,,,,1.35
+13/04/2020,1.2,0.8,0.4,0.2,0.8,,,,,,,,,,,1.5
+14/04/2020,0,0,0,0,0,,,,,,,,,,,1.37
+15/04/2020,0,0,0,0,0,,,,,,,,,,,1.49
+16/04/2020,0,0,0,0,0,,,,,,,,,,,1.33
+17/04/2020,0,0,0,0,0,,,,,,,,,,,1.48
+18/04/2020,0.2,1,0.4,0.4,1.4,,,,,,,,,,,1.33
+19/04/2020,20.2,16.6,14.2,17.6,13.2,,,,,,,,,,,1.33
+20/04/2020,6.4,5.6,6.4,8.6,8.4,,,,,,,,,,,1.53
+21/04/2020,0.4,1.4,1.8,1.8,1.4,,,,,,,,,,,1.59
+22/04/2020,0,0,0,0,0,,,,,,,,,,,1.52
+23/04/2020,0,0,0,0,0,,,,,,,,,,,1.52
+24/04/2020,0,0,0,0,0,,,,,,,,,,,1.51
+25/04/2020,0,0,0,0,0,,,,,,,,,,,1.5
+26/04/2020,0,0,0,0,0,,,,,,,,,,,1.46
+27/04/2020,12.2,10.8,10.6,22.6,19,,,,,,,,,,,1.31
+28/04/2020,8.4,4.8,6.2,6.4,5.6,,,,,,,,,,,1.56
+29/04/2020,0,0,0,0,0,,,,,,,,,,,1.92
+30/04/2020,6.8,2.4,2.8,3.4,3,,,,,,,,,,,1.91
+01/05/2020,0.8,0.2,0.6,0,0.6,,,,,,,,,,,1.66
+02/05/2020,0,0,0,0,0,,,,,,,,,,,1.63
+03/05/2020,0,0,0,0,0,,,,,,,,,,,1.57
+04/05/2020,0,0,0,0,0,,,,,,,,,,,1.57
+05/05/2020,0,0,0,0,0,,,,,,,,,,,
+06/05/2020,0,0,0,0,0,,,,,,,,,,,1.52
+07/05/2020,0,0,0,0,0,,,,,,,,,,,1.44
+08/05/2020,0,0,0,0,0,,,,,,,,,,,1.33
+09/05/2020,0,0,0,0,0,,,,,,,,,,,1.32
+10/05/2020,15.2,13.8,8.2,12.4,6.4,,,,,,,,,,,1.36
+11/05/2020,14.2,5,4,6.8,11.6,,,,,,,,,,,1.39
+12/05/2020,0,0,0,0,0.2,,,,,,,,,,,1.47
+13/05/2020,0,0,0.2,0,0,,,,,,,,,,,1.49
+14/05/2020,7,2.6,2,3.6,4.8,,,,,,,,,,,1.48
+15/05/2020,0,0,0,0,0,,,,,,,,,,,1.48
+16/05/2020,0,0,0.8,0,1,,,,,,,,,,,1.49
+17/05/2020,2.6,3.2,5.4,4.2,7.4,,,,,,,,,,,1.5
+18/05/2020,9.8,10.6,9.2,25.4,13.4,,,,,,,,,,,1.33
+19/05/2020,11.6,9.4,4.4,15.4,5.8,,,,,,,,,,,1.5
+20/05/2020,0,0,0,0,0,,,,,,,,,,,1.83
+21/05/2020,0,0,0,0,0,,,,,,,,,,,1.95
+22/05/2020,0,0,0,0,0,,,,,,,,,,,1.56
+23/05/2020,0.2,0,0,0,0.6,,,,,,,,,,,1.39
+24/05/2020,0,0,0,0,0,,,,,,,,,,,1.54
+25/05/2020,0,0,0,0,0,,,,,,,,,,,1.4
+26/05/2020,0,0,0,0,0,,,,,,,,,,,1.31
+27/05/2020,0,0,0,0,0,,,,,,,,,,,1.27
+28/05/2020,14.6,15.2,19,16.4,17.2,,,,,,,,,,,1.35
+29/05/2020,0,0,0,0,0,,,,,,,,,,,1.42
+30/05/2020,0.4,0,0,0.2,0,,,,,,,,,,,1.44
+31/05/2020,0,0,0,0,0,,,,,,,,,,,1.37
+01/06/2020,0,0,0,0,0,,,,,,,,,,,1.26
+02/06/2020,0,0,0,0,0,,,,,,,,,,,1.36
+03/06/2020,7.8,14.6,6.6,26.8,6.4,,,,,,,,,,,1.26
+04/06/2020,3.2,4,2,0.8,1.8,,,,,,,,,,,1.4
+05/06/2020,0,0,0,0,0,,,,,,,,,,,2.14
+06/06/2020,0.2,0.2,2.8,0.8,4.4,,,,,,,,,,,1.84
+07/06/2020,0.4,1.2,2.4,1.6,1.6,,,,,,,,,,,1.46
+08/06/2020,0,0.2,8.6,0,0.6,,,,,,,,,,,1.45
+09/06/2020,0.6,0.6,0.2,0.2,6.6,,,,,,,,,,,1.58
+10/06/2020,0,0.2,1.6,1.2,0,,,,,,,,,,,1.62
+11/06/2020,0,0,0,0.2,0,,,,,,,,,,,1.52
+12/06/2020,19.8,15,8,8,16,,,,,,,,,,,1.46
+13/06/2020,2.4,2.2,1,0.6,0.4,,,,,,,,,,,1.48
+14/06/2020,6.2,23.2,6.8,5.2,16.6,,,,,,,,,,,1.6
+15/06/2020,6.6,0.4,11.2,2.2,2.8,,,,,,,,,,,1.81
+16/06/2020,8.6,2.4,1,1.8,3.2,,,,,,,,,,,1.68
+17/06/2020,0,0,0,0,0,,,,,,,,,,,1.69
+18/06/2020,0,0,0,0,0,,,,,,,,,,,1.64
+19/06/2020,0,0,0,0,0,,,,,,,,,,,1.51
+20/06/2020,0,0,0,0,0,,,,,,,,,,,1.42
+21/06/2020,0,0,0,0,0,,,,,,,,,,,1.37
+22/06/2020,0,0,0,0,0,,,,,,,,,,,1.41
+23/06/2020,0,0,0,0,0,,,,,,,,,,,1.38
+24/06/2020,0,0,0,0,0,,,,,,,,,,,1.33
+25/06/2020,0,0,0,0,0,,,,,,,,,,,1.35
+26/06/2020,0,0,0,0,0,,,,,,,,,,,1.34
+27/06/2020,0,0,0,0,0,,,,,,,,,,,1.21
+28/06/2020,0,0,0,0,0,,,,,,,,,,,1.3
+29/06/2020,0,0,0,0,0,,,,,,,,,,,1.19
+30/06/2020,0,0,0,0,0,,,,,,,,,,,1.3
diff --git a/Ricardo/Time-Series/Data/Water_Spring_Amiata.csv b/Ricardo/Time-Series/Data/Water_Spring_Amiata.csv
new file mode 100644
index 0000000000..ef99d69f39
--- /dev/null
+++ b/Ricardo/Time-Series/Data/Water_Spring_Amiata.csv
@@ -0,0 +1,7488 @@
+Date,Rainfall_Castel_del_Piano,Rainfall_Abbadia_S_Salvatore,Rainfall_S_Fiora,Rainfall_Laghetto_Verde,Rainfall_Vetta_Amiata,Depth_to_Groundwater_S_Fiora_8,Depth_to_Groundwater_S_Fiora_11bis,Depth_to_Groundwater_David_Lazzaretti,Temperature_Abbadia_S_Salvatore,Temperature_S_Fiora,Temperature_Laghetto_Verde,Flow_Rate_Bugnano,Flow_Rate_Arbure,Flow_Rate_Ermicciolo,Flow_Rate_Galleria_Alta
+01/01/2000,,,,,,,,,,-0.15,,,,,
+02/01/2000,,,,,,,,,,1.55,,,,,
+03/01/2000,,,,,,,,,,2.7,,,,,
+04/01/2000,,,,,,,,,,4,,,,,
+05/01/2000,,,,,,,,,,4.6,,,,,
+06/01/2000,,,,,,,,,,4.3,,,,,
+07/01/2000,,,,,,,,,,3.85,,,,,
+08/01/2000,,,,,,,,,,4.3,,,,,
+09/01/2000,,,,,,,,,,5.15,,,,,
+10/01/2000,,,,,,,,,,4.45,,,,,
+11/01/2000,,,,,,,,,,1,,,,,
+12/01/2000,,,,,,,,,,3.55,,,,,
+13/01/2000,,,,,,,,,,2.55,,,,,
+14/01/2000,,,,,,,,,,3.9,,,,,
+15/01/2000,,,,,,,,,,4.8,,,,,
+16/01/2000,,,,,,,,,,2.65,,,,,
+17/01/2000,,,,,,,,,,0.95,,,,,
+18/01/2000,,,,,,,,,,6.55,,,,,
+19/01/2000,,,,,,,,,,2.35,,,,,
+20/01/2000,,,,,,,,,,2.15,,,,,
+21/01/2000,,,,,,,,,,4.35,,,,,
+22/01/2000,,,,,,,,,,2.8,,,,,
+23/01/2000,,,,,,,,,,-0.15,,,,,
+24/01/2000,,,,,,,,,,-2.35,,,,,
+25/01/2000,,,,,,,,,,-4.65,,,,,
+26/01/2000,,,,,,,,,,-3.6,,,,,
+27/01/2000,,,,,,,,,,0.55,,,,,
+28/01/2000,,,,,,,,,,2.3,,,,,
+29/01/2000,,,,,,,,,,5.3,,,,,
+30/01/2000,,,,,,,,,,5.2,,,,,
+31/01/2000,,,,,,,,,,5.05,,,,,
+01/02/2000,,,,,,,,,,6.85,,,,,
+02/02/2000,,,,,,,,,,5.9,,,,,
+03/02/2000,,,,,,,,,,6.7,,,,,
+04/02/2000,,,,,,,,,,4.4,,,,,
+05/02/2000,,,,,,,,,,4.7,,,,,
+06/02/2000,,,,,,,,,,5.6,,,,,
+07/02/2000,,,,,,,,,,4.85,,,,,
+08/02/2000,,,,,,,,,,6.3,,,,,
+09/02/2000,,,,,,,,,,5.2,,,,,
+10/02/2000,,,,,,,,,,3.05,,,,,
+11/02/2000,,,,,,,,,,3.35,,,,,
+12/02/2000,,,,,,,,,,4,,,,,
+13/02/2000,,,,,,,,,,4.45,,,,,
+14/02/2000,,,,,,,,,,6.3,,,,,
+15/02/2000,,,,,,,,,,4.9,,,,,
+16/02/2000,,,,,,,,,,6.5,,,,,
+17/02/2000,,,,,,,,,,1.85,,,,,
+18/02/2000,,,,,,,,,,2.45,,,,,
+19/02/2000,,,,,,,,,,5.25,,,,,
+20/02/2000,,,,,,,,,,5.5,,,,,
+21/02/2000,,,,,,,,,,3.3,,,,,
+22/02/2000,,,,,,,,,,2.6,,,,,
+23/02/2000,,,,,,,,,,2.05,,,,,
+24/02/2000,,,,,,,,,,3.95,,,,,
+25/02/2000,,,,,,,,,,4.6,,,,,
+26/02/2000,,,,,,,,,,6.15,,,,,
+27/02/2000,,,,,,,,,,6.85,,,,,
+28/02/2000,,,,,,,,,,6.5,,,,,
+29/02/2000,,,,,,,,,,5.15,,,,,
+01/03/2000,,,,,,,,,,5.35,,,,,
+02/03/2000,,,,,,,,,,4.55,,,,,
+03/03/2000,,,,,,,,,,4.75,,,,,
+04/03/2000,,,,,,,,,,6.25,,,,,
+05/03/2000,,,,,,,,,,4.9,,,,,
+06/03/2000,,,,,,,,,,4.2,,,,,
+07/03/2000,,,,,,,,,,4.3,,,,,
+08/03/2000,,,,,,,,,,6.65,,,,,
+09/03/2000,,,,,,,,,,6.9,,,,,
+10/03/2000,,,,,,,,,,7.65,,,,,
+11/03/2000,,,,,,,,,,8.05,,,,,
+12/03/2000,,,,,,,,,,9.95,,,,,
+13/03/2000,,,,,,,,,,9.5,,,,,
+14/03/2000,,,,,,,,,,8.65,,,,,
+15/03/2000,,,,,,,,,,7.7,,,,,
+16/03/2000,,,,,,,,,,6.45,,,,,
+17/03/2000,,,,,,,,,,7.45,,,,,
+18/03/2000,,,,,,,,,,7.85,,,,,
+19/03/2000,,,,,,,,,,6.05,,,,,
+20/03/2000,,,,,,,,,,3.4,,,,,
+21/03/2000,,,,,,,,,,4.45,,,,,
+22/03/2000,,,,,,,,,,7.55,,,,,
+23/03/2000,,,,,,,,,,7.85,,,,,
+24/03/2000,,,,,,,,,,6.75,,,,,
+25/03/2000,,,,,,,,,,7.4,,,,,
+26/03/2000,,,,,,,,,,8.55,,,,,
+27/03/2000,,,,,,,,,,5.85,,,,,
+28/03/2000,,,,,,,,,,6.6,,,,,
+29/03/2000,,,,,,,,,,4.95,,,,,
+30/03/2000,,,,,,,,,,6.2,,,,,
+31/03/2000,,,,,,,,,,7.45,,,,,
+01/04/2000,,,,,,,,,,4.8,,,,,
+02/04/2000,,,,,,,,,,6.05,,,,,
+03/04/2000,,,,,,,,,,9.85,,,,,
+04/04/2000,,,,,,,,,,6.95,,,,,
+05/04/2000,,,,,,,,,,8.55,,,,,
+06/04/2000,,,,,,,,,,7.5,,,,,
+07/04/2000,,,,,,,,,,5.55,,,,,
+08/04/2000,,,,,,,,,,9.1,,,,,
+09/04/2000,,,,,,,,,,5.75,,,,,
+10/04/2000,,,,,,,,,,6.9,,,,,
+11/04/2000,,,,,,,,,,7.15,,,,,
+12/04/2000,,,,,,,,,,9.45,,,,,
+13/04/2000,,,,,,,,,,9.2,,,,,
+14/04/2000,,,,,,,,,,10.9,,,,,
+15/04/2000,,,,,,,,,,10.4,,,,,
+16/04/2000,,,,,,,,,,9.1,,,,,
+17/04/2000,,,,,,,,,,11.35,,,,,
+18/04/2000,,,,,,,,,,8.5,,,,,
+19/04/2000,,,,,,,,,,9,,,,,
+20/04/2000,,,,,,,,,,13.1,,,,,
+21/04/2000,,,,,,,,,,15.45,,,,,
+22/04/2000,,,,,,,,,,16.2,,,,,
+23/04/2000,,,,,,,,,,14.4,,,,,
+24/04/2000,,,,,,,,,,7.8,,,,,
+25/04/2000,,,,,,,,,,11.05,,,,,
+26/04/2000,,,,,,,,,,12.35,,,,,
+27/04/2000,,,,,,,,,,13.25,,,,,
+28/04/2000,,,,,,,,,,13.85,,,,,
+29/04/2000,,,,,,,,,,10.9,,,,,
+30/04/2000,,,,,,,,,,13.75,,,,,
+01/05/2000,,,,,,,,,,13.75,,,,,
+02/05/2000,,,,,,,,,,13.35,,,,,
+03/05/2000,,,,,,,,,,14.1,,,,,
+04/05/2000,,,,,,,,,,15.3,,,,,
+05/05/2000,,,,,,,,,,13.5,,,,,
+06/05/2000,,,,,,,,,,14,,,,,
+07/05/2000,,,,,,,,,,14.05,,,,,
+08/05/2000,,,,,,,,,,15.5,,,,,
+09/05/2000,,,,,,,,,,16.25,,,,,
+10/05/2000,,,,,,,,,,17.7,,,,,
+11/05/2000,,,,,,,,,,16.8,,,,,
+12/05/2000,,,,,,,,,,15.95,,,,,
+13/05/2000,,,,,,,,,,15.3,,,,,
+14/05/2000,,,,,,,,,,15.25,,,,,
+15/05/2000,,,,,,,,,,15.75,,,,,
+16/05/2000,,,,,,,,,,17.4,,,,,
+17/05/2000,,,,,,,,,,16.65,,,,,
+18/05/2000,,,,,,,,,,14.9,,,,,
+19/05/2000,,,,,,,,,,13.65,,,,,
+20/05/2000,,,,,,,,,,12.25,,,,,
+21/05/2000,,,,,,,,,,12.95,,,,,
+22/05/2000,,,,,,,,,,14.85,,,,,
+23/05/2000,,,,,,,,,,15.4,,,,,
+24/05/2000,,,,,,,,,,16.5,,,,,
+25/05/2000,,,,,,,,,,17.45,,,,,
+26/05/2000,,,,,,,,,,18.25,,,,,
+27/05/2000,,,,,,,,,,17.15,,,,,
+28/05/2000,,,,,,,,,,15.5,,,,,
+29/05/2000,,,,,,,,,,14.75,,,,,
+30/05/2000,,,,,,,,,,16.05,,,,,
+31/05/2000,,,,,,,,,,15.9,,,,,
+01/06/2000,,,,,,,,,,17,,,,,
+02/06/2000,,,,,,,,,,20.4,,,,,
+03/06/2000,,,,,,,,,,19.85,,,,,
+04/06/2000,,,,,,,,,,19.9,,,,,
+05/06/2000,,,,,,,,,,19.3,,,,,
+06/06/2000,,,,,,,,,,18.35,,,,,
+07/06/2000,,,,,,,,,,16.25,,,,,
+08/06/2000,,,,,,,,,,20.25,,,,,
+09/06/2000,,,,,,,,,,20.05,,,,,
+10/06/2000,,,,,,,,,,19.15,,,,,
+11/06/2000,,,,,,,,,,15.45,,,,,
+12/06/2000,,,,,,,,,,16,,,,,
+13/06/2000,,,,,,,,,,17,,,,,
+14/06/2000,,,,,,,,,,18,,,,,
+15/06/2000,,,,,,,,,,17.65,,,,,
+16/06/2000,,,,,,,,,,19,,,,,
+17/06/2000,,,,,,,,,,17.5,,,,,
+18/06/2000,,,,,,,,,,15.3,,,,,
+19/06/2000,,,,,,,,,,17.8,,,,,
+20/06/2000,,,,,,,,,,19.9,,,,,
+21/06/2000,,,,,,,,,,19.45,,,,,
+22/06/2000,,,,,,,,,,18.7,,,,,
+23/06/2000,,,,,,,,,,19.2,,,,,
+24/06/2000,,,,,,,,,,18.2,,,,,
+25/06/2000,,,,,,,,,,17.4,,,,,
+26/06/2000,,,,,,,,,,17.2,,,,,
+27/06/2000,,,,,,,,,,18.3,,,,,
+28/06/2000,,,,,,,,,,18.25,,,,,
+29/06/2000,,,,,,,,,,18.45,,,,,
+30/06/2000,,,,,,,,,,19.15,,,,,
+01/07/2000,,,,,,,,,,19.55,,,,,
+02/07/2000,,,,,,,,,,21.15,,,,,
+03/07/2000,,,,,,,,,,23.35,,,,,
+04/07/2000,,,,,,,,,,21.85,,,,,
+05/07/2000,,,,,,,,,,20.35,,,,,
+06/07/2000,,,,,,,,,,21.9,,,,,
+07/07/2000,,,,,,,,,,23.45,,,,,
+08/07/2000,,,,,,,,,,20.5,,,,,
+09/07/2000,,,,,,,,,,19.2,,,,,
+10/07/2000,,,,,,,,,,16.9,,,,,
+11/07/2000,,,,,,,,,,15.55,,,,,
+12/07/2000,,,,,,,,,,13.45,,,,,
+13/07/2000,,,,,,,,,,15.45,,,,,
+14/07/2000,,,,,,,,,,15.05,,,,,
+15/07/2000,,,,,,,,,,16.5,,,,,
+16/07/2000,,,,,,,,,,14.95,,,,,
+17/07/2000,,,,,,,,,,16,,,,,
+18/07/2000,,,,,,,,,,17.1,,,,,
+19/07/2000,,,,,,,,,,18.9,,,,,
+20/07/2000,,,,,,,,,,18,,,,,
+21/07/2000,,,,,,,,,,19.45,,,,,
+22/07/2000,,,,,,,,,,18.9,,,,,
+23/07/2000,,,,,,,,,,20.45,,,,,
+24/07/2000,,,,,,,,,,20,,,,,
+25/07/2000,,,,,,,,,,20.8,,,,,
+26/07/2000,,,,,,,,,,20.3,,,,,
+27/07/2000,,,,,,,,,,21.6,,,,,
+28/07/2000,,,,,,,,,,21.6,,,,,
+29/07/2000,,,,,,,,,,21.25,,,,,
+30/07/2000,,,,,,,,,,20.45,,,,,
+31/07/2000,,,,,,,,,,20.25,,,,,
+01/08/2000,,,,,,,,,,20.8,,,,,
+02/08/2000,,,,,,,,,,21.4,,,,,
+03/08/2000,,,,,,,,,,21.25,,,,,
+04/08/2000,,,,,,,,,,20.65,,,,,
+05/08/2000,,,,,,,,,,17.2,,,,,
+06/08/2000,,,,,,,,,,10.1,,,,,
+07/08/2000,,,,,,,,,,17.5,,,,,
+08/08/2000,,,,,,,,,,19.9,,,,,
+09/08/2000,,,,,,,,,,20.5,,,,,
+10/08/2000,,,,,,,,,,20.75,,,,,
+11/08/2000,,,,,,,,,,21.75,,,,,
+12/08/2000,,,,,,,,,,21.95,,,,,
+13/08/2000,,,,,,,,,,21.45,,,,,
+14/08/2000,,,,,,,,,,21.55,,,,,
+15/08/2000,,,,,,,,,,23.85,,,,,
+16/08/2000,,,,,,,,,,24.25,,,,,
+17/08/2000,,,,,,,,,,24.1,,,,,
+18/08/2000,,,,,,,,,,24.7,,,,,
+19/08/2000,,,,,,,,,,25.85,,,,,
+20/08/2000,,,,,,,,,,25.05,,,,,
+21/08/2000,,,,,,,,,,26.5,,,,,
+22/08/2000,,,,,,,,,,26.5,,,,,
+23/08/2000,,,,,,,,,,27.25,,,,,
+24/08/2000,,,,,,,,,,25.25,,,,,
+25/08/2000,,,,,,,,,,25.55,,,,,
+26/08/2000,,,,,,,,,,25.35,,,,,
+27/08/2000,,,,,,,,,,23.5,,,,,
+28/08/2000,,,,,,,,,,20.9,,,,,
+29/08/2000,,,,,,,,,,20.85,,,,,
+30/08/2000,,,,,,,,,,20.55,,,,,
+31/08/2000,,,,,,,,,,18.1,,,,,
+01/09/2000,,,,,,,,,,17.6,,,,,
+02/09/2000,,,,,,,,,,17.8,,,,,
+03/09/2000,,,,,,,,,,16.65,,,,,
+04/09/2000,,,,,,,,,,14.15,,,,,
+05/09/2000,,,,,,,,,,14.1,,,,,
+06/09/2000,,,,,,,,,,14.6,,,,,
+07/09/2000,,,,,,,,,,15,,,,,
+08/09/2000,,,,,,,,,,14.65,,,,,
+09/09/2000,,,,,,,,,,16.25,,,,,
+10/09/2000,,,,,,,,,,17.3,,,,,
+11/09/2000,,,,,,,,,,16.6,,,,,
+12/09/2000,,,,,,,,,,17.65,,,,,
+13/09/2000,,,,,,,,,,17.9,,,,,
+14/09/2000,,,,,,,,,,17.55,,,,,
+15/09/2000,,,,,,,,,,17.4,,,,,
+16/09/2000,,,,,,,,,,17.1,,,,,
+17/09/2000,,,,,,,,,,19.15,,,,,
+18/09/2000,,,,,,,,,,17.75,,,,,
+19/09/2000,,,,,,,,,,17.25,,,,,
+20/09/2000,,,,,,,,,,18.3,,,,,
+21/09/2000,,,,,,,,,,14.65,,,,,
+22/09/2000,,,,,,,,,,15.6,,,,,
+23/09/2000,,,,,,,,,,16.05,,,,,
+24/09/2000,,,,,,,,,,14.9,,,,,
+25/09/2000,,,,,,,,,,15.8,,,,,
+26/09/2000,,,,,,,,,,17,,,,,
+27/09/2000,,,,,,,,,,17.9,,,,,
+28/09/2000,,,,,,,,,,16.8,,,,,
+29/09/2000,,,,,,,,,,15.2,,,,,
+30/09/2000,,,,,,,,,,13.65,,,,,
+01/10/2000,,,,,,,,,,13.45,,,,,
+02/10/2000,,,,,,,,,,12.55,,,,,
+03/10/2000,,,,,,,,,,13.15,,,,,
+04/10/2000,,,,,,,,,,13.15,,,,,
+05/10/2000,,,,,,,,,,14.15,,,,,
+06/10/2000,,,,,,,,,,13.8,,,,,
+07/10/2000,,,,,,,,,,11.45,,,,,
+08/10/2000,,,,,,,,,,10.15,,,,,
+09/10/2000,,,,,,,,,,11.25,,,,,
+10/10/2000,,,,,,,,,,10.3,,,,,
+11/10/2000,,,,,,,,,,10.65,,,,,
+12/10/2000,,,,,,,,,,14.85,,,,,
+13/10/2000,,,,,,,,,,18.5,,,,,
+14/10/2000,,,,,,,,,,18.55,,,,,
+15/10/2000,,,,,,,,,,13.1,,,,,
+16/10/2000,,,,,,,,,,10.8,,,,,
+17/10/2000,,,,,,,,,,10.15,,,,,
+18/10/2000,,,,,,,,,,10.65,,,,,
+19/10/2000,,,,,,,,,,11.35,,,,,
+20/10/2000,,,,,,,,,,11.15,,,,,
+21/10/2000,,,,,,,,,,13.25,,,,,
+22/10/2000,,,,,,,,,,12.35,,,,,
+23/10/2000,,,,,,,,,,12.05,,,,,
+24/10/2000,,,,,,,,,,11.6,,,,,
+25/10/2000,,,,,,,,,,10.2,,,,,
+26/10/2000,,,,,,,,,,11.3,,,,,
+27/10/2000,,,,,,,,,,11.85,,,,,
+28/10/2000,,,,,,,,,,12.75,,,,,
+29/10/2000,,,,,,,,,,12.6,,,,,
+30/10/2000,,,,,,,,,,11.25,,,,,
+31/10/2000,,,,,,,,,,12.4,,,,,
+01/11/2000,,,,,,,,,,10.25,,,,,
+02/11/2000,,,,,,,,,,9.25,,,,,
+03/11/2000,,,,,,,,,,11.15,,,,,
+04/11/2000,,,,,,,,,,7.9,,,,,
+05/11/2000,,,,,,,,,,8.15,,,,,
+06/11/2000,,,,,,,,,,9.35,,,,,
+07/11/2000,,,,,,,,,,8,,,,,
+08/11/2000,,,,,,,,,,6,,,,,
+09/11/2000,,,,,,,,,,6.8,,,,,
+10/11/2000,,,,,,,,,,6.5,,,,,
+11/11/2000,,,,,,,,,,6.75,,,,,
+12/11/2000,,,,,,,,,,8.2,,,,,
+13/11/2000,,,,,,,,,,11.9,,,,,
+14/11/2000,,,,,,,,,,11.75,,,,,
+15/11/2000,,,,,,,,,,11,,,,,
+16/11/2000,,,,,,,,,,11.9,,,,,
+17/11/2000,,,,,,,,,,9.05,,,,,
+18/11/2000,,,,,,,,,,5.45,,,,,
+19/11/2000,,,,,,,,,,5.6,,,,,
+20/11/2000,,,,,,,,,,7.2,,,,,
+21/11/2000,,,,,,,,,,6.55,,,,,
+22/11/2000,,,,,,,,,,6.35,,,,,
+23/11/2000,,,,,,,,,,6.25,,,,,
+24/11/2000,,,,,,,,,,7.3,,,,,
+25/11/2000,,,,,,,,,,5.95,,,,,
+26/11/2000,,,,,,,,,,7,,,,,
+27/11/2000,,,,,,,,,,5.15,,,,,
+28/11/2000,,,,,,,,,,5.75,,,,,
+29/11/2000,,,,,,,,,,9.5,,,,,
+30/11/2000,,,,,,,,,,9.35,,,,,
+01/12/2000,,,,,,,,,,10.25,,,,,
+02/12/2000,,,,,,,,,,8.7,,,,,
+03/12/2000,,,,,,,,,,7.65,,,,,
+04/12/2000,,,,,,,,,,8.15,,,,,
+05/12/2000,,,,,,,,,,8.9,,,,,
+06/12/2000,,,,,,,,,,8.25,,,,,
+07/12/2000,,,,,,,,,,8.1,,,,,
+08/12/2000,,,,,,,,,,8.6,,,,,
+09/12/2000,,,,,,,,,,9.5,,,,,
+10/12/2000,,,,,,,,,,7.65,,,,,
+11/12/2000,,,,,,,,,,8.6,,,,,
+12/12/2000,,,,,,,,,,10.1,,,,,
+13/12/2000,,,,,,,,,,7.4,,,,,
+14/12/2000,,,,,,,,,,7.95,,,,,
+15/12/2000,,,,,,,,,,7.25,,,,,
+16/12/2000,,,,,,,,,,4.35,,,,,
+17/12/2000,,,,,,,,,,5.15,,,,,
+18/12/2000,,,,,,,,,,3.6,,,,,
+19/12/2000,,,,,,,,,,4.5,,,,,
+20/12/2000,,,,,,,,,,6.8,,,,,
+21/12/2000,,,,,,,,,,3.45,,,,,
+22/12/2000,,,,,,,,,,1.6,,,,,
+23/12/2000,,,,,,,,,,1.75,,,,,
+24/12/2000,,,,,,,,,,3.5,,,,,
+25/12/2000,,,,,,,,,,7.85,,,,,
+26/12/2000,,,,,,,,,,7.05,,,,,
+27/12/2000,,,,,,,,,,7.1,,,,,
+28/12/2000,,,,,,,,,,0.5,,,,,
+29/12/2000,,,,,,,,,,3.8,,,,,
+30/12/2000,,,,,,,,,,1.9,,,,,
+31/12/2000,,,,,,,,,,2.95,,,,,
+01/01/2001,,,,,,,,,,0,,,,,
+02/01/2001,,,,,,,,,,0,,,,,
+03/01/2001,,,,,,,,,,0,,,,,
+04/01/2001,,,,,,,,,,0,,,,,
+05/01/2001,,,,,,,,,,0,,,,,
+06/01/2001,,,,,,,,,,0,,,,,
+07/01/2001,,,,,,,,,,0,,,,,
+08/01/2001,,,,,,,,,,0,,,,,
+09/01/2001,,,,,,,,,,0,,,,,
+10/01/2001,,,,,,,,,,0,,,,,
+11/01/2001,,,,,,,,,,0,,,,,
+12/01/2001,,,,,,,,,,0,,,,,
+13/01/2001,,,,,,,,,,0,,,,,
+14/01/2001,,,,,,,,,,0,,,,,
+15/01/2001,,,,,,,,,,0,,,,,
+16/01/2001,,,,,,,,,,0,,,,,
+17/01/2001,,,,,,,,,,0,,,,,
+18/01/2001,,,,,,,,,,0,,,,,
+19/01/2001,,,,,,,,,,0,,,,,
+20/01/2001,,,,,,,,,,0,,,,,
+21/01/2001,,,,,,,,,,0,,,,,
+22/01/2001,,,,,,,,,,0,,,,,
+23/01/2001,,,,,,,,,,0,,,,,
+24/01/2001,,,,,,,,,,0,,,,,
+25/01/2001,,,,,,,,,,0,,,,,
+26/01/2001,,,,,,,,,,0,,,,,
+27/01/2001,,,,,,,,,,0,,,,,
+28/01/2001,,,,,,,,,,0,,,,,
+29/01/2001,,,,,,,,,,0,,,,,
+30/01/2001,,,,,,,,,,0,,,,,
+31/01/2001,,,,,,,,,,0,,,,,
+01/02/2001,,,,,,,,,,0.5,,,,,
+02/02/2001,,,,,,,,,,0.25,,,,,
+03/02/2001,,,,,,,,,,0.25,,,,,
+04/02/2001,,,,,,,,,,6.3,,,,,
+05/02/2001,,,,,,,,,,7,,,,,
+06/02/2001,,,,,,,,,,6.85,,,,,
+07/02/2001,,,,,,,,,,6.3,,,,,
+08/02/2001,,,,,,,,,,6.45,,,,,
+09/02/2001,,,,,,,,,,5.75,,,,,
+10/02/2001,,,,,,,,,,5.9,,,,,
+11/02/2001,,,,,,,,,,6.55,,,,,
+12/02/2001,,,,,,,,,,7.9,,,,,
+13/02/2001,,,,,,,,,,8.5,,,,,
+14/02/2001,,,,,,,,,,6.3,,,,,
+15/02/2001,,,,,,,,,,6,,,,,
+16/02/2001,,,,,,,,,,5.6,,,,,
+17/02/2001,,,,,,,,,,4.45,,,,,
+18/02/2001,,,,,,,,,,5.8,,,,,
+19/02/2001,,,,,,,,,,6.4,,,,,
+20/02/2001,,,,,,,,,,5.5,,,,,
+21/02/2001,,,,,,,,,,5.45,,,,,
+22/02/2001,,,,,,,,,,7.85,,,,,
+23/02/2001,,,,,,,,,,6.4,,,,,
+24/02/2001,,,,,,,,,,5.7,,,,,
+25/02/2001,,,,,,,,,,0.55,,,,,
+26/02/2001,,,,,,,,,,-3.55,,,,,
+27/02/2001,,,,,,,,,,-2,,,,,
+28/02/2001,,,,,,,,,,1.75,,,,,
+01/03/2001,,,,,,,,,,1.85,,,,,
+02/03/2001,,,,,,,,,,5.45,,,,,
+03/03/2001,,,,,,,,,,9.8,,,,,
+04/03/2001,,,,,,,,,,9.2,,,,,
+05/03/2001,,,,,,,,,,9.5,,,,,
+06/03/2001,,,,,,,,,,8.8,,,,,
+07/03/2001,,,,,,,,,,8.85,,,,,
+08/03/2001,,,,,,,,,,8.3,,,,,
+09/03/2001,,,,,,,,,,8.7,,,,,
+10/03/2001,,,,,,,,,,7.15,,,,,
+11/03/2001,,,,,,,,,,8.7,,,,,
+12/03/2001,,,,,,,,,,7.85,,,,,
+13/03/2001,,,,,,,,,,6.25,,,,,
+14/03/2001,,,,,,,,,,6.65,,,,,
+15/03/2001,,,,,,,,,,8.4,,,,,
+16/03/2001,,,,,,,,,,9.2,,,,,
+17/03/2001,,,,,,,,,,8.05,,,,,
+18/03/2001,,,,,,,,,,8.65,,,,,
+19/03/2001,,,,,,,,,,9.35,,,,,
+20/03/2001,,,,,,,,,,8.4,,,,,
+21/03/2001,,,,,,,,,,9.65,,,,,
+22/03/2001,,,,,,,,,,12.55,,,,,
+23/03/2001,,,,,,,,,,13.1,,,,,
+24/03/2001,,,,,,,,,,14.4,,,,,
+25/03/2001,,,,,,,,,,11.3,,,,,
+26/03/2001,,,,,,,,,,9.35,,,,,
+27/03/2001,,,,,,,,,,8.85,,,,,
+28/03/2001,,,,,,,,,,8.35,,,,,
+29/03/2001,,,,,,,,,,6.9,,,,,
+30/03/2001,,,,,,,,,,4.1,,,,,
+31/03/2001,,,,,,,,,,8.25,,,,,
+01/04/2001,,,,,,,,,,8.25,,,,,
+02/04/2001,,,,,,,,,,8.4,,,,,
+03/04/2001,,,,,,,,,,9.25,,,,,
+04/04/2001,,,,,,,,,,8.15,,,,,
+05/04/2001,,,,,,,,,,6.7,,,,,
+06/04/2001,,,,,,,,,,8.15,,,,,
+07/04/2001,,,,,,,,,,7.55,,,,,
+08/04/2001,,,,,,,,,,5.5,,,,,
+09/04/2001,,,,,,,,,,8.05,,,,,
+10/04/2001,,,,,,,,,,9.45,,,,,
+11/04/2001,,,,,,,,,,5.3,,,,,
+12/04/2001,,,,,,,,,,7.05,,,,,
+13/04/2001,,,,,,,,,,8.55,,,,,
+14/04/2001,,,,,,,,,,2.4,,,,,
+15/04/2001,,,,,,,,,,2.8,,,,,
+16/04/2001,,,,,,,,,,7.3,,,,,
+17/04/2001,,,,,,,,,,5.9,,,,,
+18/04/2001,,,,,,,,,,6,,,,,
+19/04/2001,,,,,,,,,,8.9,,,,,
+20/04/2001,,,,,,,,,,6.85,,,,,
+21/04/2001,,,,,,,,,,4,,,,,
+22/04/2001,,,,,,,,,,2.45,,,,,
+23/04/2001,,,,,,,,,,5.6,,,,,
+24/04/2001,,,,,,,,,,10.5,,,,,
+25/04/2001,,,,,,,,,,12.45,,,,,
+26/04/2001,,,,,,,,,,11.9,,,,,
+27/04/2001,,,,,,,,,,11.15,,,,,
+28/04/2001,,,,,,,,,,12.25,,,,,
+29/04/2001,,,,,,,,,,13.65,,,,,
+30/04/2001,,,,,,,,,,15,,,,,
+01/05/2001,,,,,,,,,,15.45,,,,,
+02/05/2001,,,,,,,,,,17.6,,,,,
+03/05/2001,,,,,,,,,,16.8,,,,,
+04/05/2001,,,,,,,,,,13.5,,,,,
+05/05/2001,,,,,,,,,,10.55,,,,,
+06/05/2001,,,,,,,,,,9.3,,,,,
+07/05/2001,,,,,,,,,,9.05,,,,,
+08/05/2001,,,,,,,,,,13.05,,,,,
+09/05/2001,,,,,,,,,,13.75,,,,,
+10/05/2001,,,,,,,,,,14.4,,,,,
+11/05/2001,,,,,,,,,,14.5,,,,,
+12/05/2001,,,,,,,,,,13.35,,,,,
+13/05/2001,,,,,,,,,,13.95,,,,,
+14/05/2001,,,,,,,,,,14,,,,,
+15/05/2001,,,,,,,,,,11.9,,,,,
+16/05/2001,,,,,,,,,,14.25,,,,,
+17/05/2001,,,,,,,,,,16.05,,,,,
+18/05/2001,,,,,,,,,,18.25,,,,,
+19/05/2001,,,,,,,,,,16.4,,,,,
+20/05/2001,,,,,,,,,,14.6,,,,,
+21/05/2001,,,,,,,,,,15.25,,,,,
+22/05/2001,,,,,,,,,,16.15,,,,,
+23/05/2001,,,,,,,,,,15.65,,,,,
+24/05/2001,,,,,,,,,,15.25,,,,,
+25/05/2001,,,,,,,,,,16.15,,,,,
+26/05/2001,,,,,,,,,,16.7,,,,,
+27/05/2001,,,,,,,,,,17.6,,,,,
+28/05/2001,,,,,,,,,,18.35,,,,,
+29/05/2001,,,,,,,,,,19.9,,,,,
+30/05/2001,,,,,,,,,,18.65,,,,,
+31/05/2001,,,,,,,,,,18.3,,,,,
+01/06/2001,,,,,,,,,,17.65,,,,,
+02/06/2001,,,,,,,,,,15.15,,,,,
+03/06/2001,,,,,,,,,,13.8,,,,,
+04/06/2001,,,,,,,,,,12,,,,,
+05/06/2001,,,,,,,,,,13.8,,,,,
+06/06/2001,,,,,,,,,,13.45,,,,,
+07/06/2001,,,,,,,,,,15.4,,,,,
+08/06/2001,,,,,,,,,,16.25,,,,,
+09/06/2001,,,,,,,,,,15.6,,,,,
+10/06/2001,,,,,,,,,,18.25,,,,,
+11/06/2001,,,,,,,,,,15.6,,,,,
+12/06/2001,,,,,,,,,,14.55,,,,,
+13/06/2001,,,,,,,,,,17,,,,,
+14/06/2001,,,,,,,,,,16.25,,,,,
+15/06/2001,,,,,,,,,,18.05,,,,,
+16/06/2001,,,,,,,,,,18.65,,,,,
+17/06/2001,,,,,,,,,,16.3,,,,,
+18/06/2001,,,,,,,,,,14.2,,,,,
+19/06/2001,,,,,,,,,,15.9,,,,,
+20/06/2001,,,,,,,,,,16.6,,,,,
+21/06/2001,,,,,,,,,,17.35,,,,,
+22/06/2001,,,,,,,,,,16.4,,,,,
+23/06/2001,,,,,,,,,,18.35,,,,,
+24/06/2001,,,,,,,,,,20.35,,,,,
+25/06/2001,,,,,,,,,,21.6,,,,,
+26/06/2001,,,,,,,,,,22.45,,,,,
+27/06/2001,,,,,,,,,,22.05,,,,,
+28/06/2001,,,,,,,,,,18.7,,,,,
+29/06/2001,,,,,,,,,,19.85,,,,,
+30/06/2001,,,,,,,,,,20.85,,,,,
+01/07/2001,,,,,,,,,,21.25,,,,,
+02/07/2001,,,,,,,,,,20.2,,,,,
+03/07/2001,,,,,,,,,,19.7,,,,,
+04/07/2001,,,,,,,,,,19.25,,,,,
+05/07/2001,,,,,,,,,,20.65,,,,,
+06/07/2001,,,,,,,,,,21.95,,,,,
+07/07/2001,,,,,,,,,,20.3,,,,,
+08/07/2001,,,,,,,,,,18.35,,,,,
+09/07/2001,,,,,,,,,,19.35,,,,,
+10/07/2001,,,,,,,,,,16.35,,,,,
+11/07/2001,,,,,,,,,,19.35,,,,,
+12/07/2001,,,,,,,,,,20.65,,,,,
+13/07/2001,,,,,,,,,,20.2,,,,,
+14/07/2001,,,,,,,,,,21.9,,,,,
+15/07/2001,,,,,,,,,,22.9,,,,,
+16/07/2001,,,,,,,,,,18.8,,,,,
+17/07/2001,,,,,,,,,,16.4,,,,,
+18/07/2001,,,,,,,,,,17.2,,,,,
+19/07/2001,,,,,,,,,,19.7,,,,,
+20/07/2001,,,,,,,,,,16.75,,,,,
+21/07/2001,,,,,,,,,,17.75,,,,,
+22/07/2001,,,,,,,,,,19,,,,,
+23/07/2001,,,,,,,,,,20.85,,,,,
+24/07/2001,,,,,,,,,,20.65,,,,,
+25/07/2001,,,,,,,,,,21.05,,,,,
+26/07/2001,,,,,,,,,,21.8,,,,,
+27/07/2001,,,,,,,,,,24.1,,,,,
+28/07/2001,,,,,,,,,,23.4,,,,,
+29/07/2001,,,,,,,,,,23.65,,,,,
+30/07/2001,,,,,,,,,,23.35,,,,,
+31/07/2001,,,,,,,,,,23.9,,,,,
+01/08/2001,,,,,,,,,,25.05,,,,,
+02/08/2001,,,,,,,,,,25.1,,,,,
+03/08/2001,,,,,,,,,,24.95,,,,,
+04/08/2001,,,,,,,,,,22.8,,,,,
+05/08/2001,,,,,,,,,,21.95,,,,,
+06/08/2001,,,,,,,,,,20.55,,,,,
+07/08/2001,,,,,,,,,,21.25,,,,,
+08/08/2001,,,,,,,,,,21.3,,,,,
+09/08/2001,,,,,,,,,,22.45,,,,,
+10/08/2001,,,,,,,,,,23.15,,,,,
+11/08/2001,,,,,,,,,,18.85,,,,,
+12/08/2001,,,,,,,,,,17.75,,,,,
+13/08/2001,,,,,,,,,,18.8,,,,,
+14/08/2001,,,,,,,,,,22.1,,,,,
+15/08/2001,,,,,,,,,,22.6,,,,,
+16/08/2001,,,,,,,,,,23.7,,,,,
+17/08/2001,,,,,,,,,,24.35,,,,,
+18/08/2001,,,,,,,,,,22.05,,,,,
+19/08/2001,,,,,,,,,,21,,,,,
+20/08/2001,,,,,,,,,,22.55,,,,,
+21/08/2001,,,,,,,,,,20.55,,,,,
+22/08/2001,,,,,,,,,,20.55,,,,,
+23/08/2001,,,,,,,,,,20.8,,,,,
+24/08/2001,,,,,,,,,,21.55,,,,,
+25/08/2001,,,,,,,,,,22.2,,,,,
+26/08/2001,,,,,,,,,,22.9,,,,,
+27/08/2001,,,,,,,,,,23,,,,,
+28/08/2001,,,,,,,,,,23.45,,,,,
+29/08/2001,,,,,,,,,,22.6,,,,,
+30/08/2001,,,,,,,,,,21.7,,,,,
+31/08/2001,,,,,,,,,,19.95,,,,,
+01/09/2001,,,,,,,,,,15.95,,,,,
+02/09/2001,,,,,,,,,,15.45,,,,,
+03/09/2001,,,,,,,,,,17.05,,,,,
+04/09/2001,,,,,,,,,,15.35,,,,,
+05/09/2001,,,,,,,,,,14.4,,,,,
+06/09/2001,,,,,,,,,,15.7,,,,,
+07/09/2001,,,,,,,,,,16.75,,,,,
+08/09/2001,,,,,,,,,,17.2,,,,,
+09/09/2001,,,,,,,,,,16.4,,,,,
+10/09/2001,,,,,,,,,,10.5,,,,,
+11/09/2001,,,,,,,,,,12.1,,,,,
+12/09/2001,,,,,,,,,,12.8,,,,,
+13/09/2001,,,,,,,,,,13.85,,,,,
+14/09/2001,,,,,,,,,,14.25,,,,,
+15/09/2001,,,,,,,,,,12.2,,,,,
+16/09/2001,,,,,,,,,,12.65,,,,,
+17/09/2001,,,,,,,,,,9.7,,,,,
+18/09/2001,,,,,,,,,,9.45,,,,,
+19/09/2001,,,,,,,,,,11.5,,,,,
+20/09/2001,,,,,,,,,,14.2,,,,,
+21/09/2001,,,,,,,,,,14.1,,,,,
+22/09/2001,,,,,,,,,,16,,,,,
+23/09/2001,,,,,,,,,,14.8,,,,,
+24/09/2001,,,,,,,,,,15.35,,,,,
+25/09/2001,,,,,,,,,,14.7,,,,,
+26/09/2001,,,,,,,,,,13.05,,,,,
+27/09/2001,,,,,,,,,,13.7,,,,,
+28/09/2001,,,,,,,,,,15.1,,,,,
+29/09/2001,,,,,,,,,,15.3,,,,,
+30/09/2001,,,,,,,,,,14.15,,,,,
+01/10/2001,,,,,,,,,,15.65,,,,,
+02/10/2001,,,,,,,,,,16.2,,,,,
+03/10/2001,,,,,,,,,,17.7,,,,,
+04/10/2001,,,,,,,,,,14.8,,,,,
+05/10/2001,,,,,,,,,,16.35,,,,,
+06/10/2001,,,,,,,,,,17.1,,,,,
+07/10/2001,,,,,,,,,,17.25,,,,,
+08/10/2001,,,,,,,,,,16.05,,,,,
+09/10/2001,,,,,,,,,,16.65,,,,,
+10/10/2001,,,,,,,,,,16.6,,,,,
+11/10/2001,,,,,,,,,,16.2,,,,,
+12/10/2001,,,,,,,,,,17.05,,,,,
+13/10/2001,,,,,,,,,,16.25,,,,,
+14/10/2001,,,,,,,,,,16.1,,,,,
+15/10/2001,,,,,,,,,,15.2,,,,,
+16/10/2001,,,,,,,,,,15.6,,,,,
+17/10/2001,,,,,,,,,,14.25,,,,,
+18/10/2001,,,,,,,,,,14.5,,,,,
+19/10/2001,,,,,,,,,,15,,,,,
+20/10/2001,,,,,,,,,,14.4,,,,,
+21/10/2001,,,,,,,,,,15.3,,,,,
+22/10/2001,,,,,,,,,,13.4,,,,,
+23/10/2001,,,,,,,,,,13.75,,,,,
+24/10/2001,,,,,,,,,,12.75,,,,,
+25/10/2001,,,,,,,,,,12.15,,,,,
+26/10/2001,,,,,,,,,,11.3,,,,,
+27/10/2001,,,,,,,,,,11.65,,,,,
+28/10/2001,,,,,,,,,,12.45,,,,,
+29/10/2001,,,,,,,,,,12.5,,,,,
+30/10/2001,,,,,,,,,,13.7,,,,,
+31/10/2001,,,,,,,,,,13.2,,,,,
+01/11/2001,,,,,,,,,,12.8,,,,,
+02/11/2001,,,,,,,,,,9.65,,,,,
+03/11/2001,,,,,,,,,,7.25,,,,,
+04/11/2001,,,,,,,,,,8.5,,,,,
+05/11/2001,,,,,,,,,,10.7,,,,,
+06/11/2001,,,,,,,,,,9.1,,,,,
+07/11/2001,,,,,,,,,,9.95,,,,,
+08/11/2001,,,,,,,,,,9.05,,,,,
+09/11/2001,,,,,,,,,,7.5,,,,,
+10/11/2001,,,,,,,,,,7.2,,,,,
+11/11/2001,,,,,,,,,,11.55,,,,,
+12/11/2001,,,,,,,,,,10.25,,,,,
+13/11/2001,,,,,,,,,,5.95,,,,,
+14/11/2001,,,,,,,,,,6.65,,,,,
+15/11/2001,,,,,,,,,,5.3,,,,,
+16/11/2001,,,,,,,,,,9.25,,,,,
+17/11/2001,,,,,,,,,,9.1,,,,,
+18/11/2001,,,,,,,,,,7.4,,,,,
+19/11/2001,,,,,,,,,,6.4,,,,,
+20/11/2001,,,,,,,,,,5.95,,,,,
+21/11/2001,,,,,,,,,,7.3,,,,,
+22/11/2001,,,,,,,,,,7.7,,,,,
+23/11/2001,,,,,,,,,,3.1,,,,,
+24/11/2001,,,,,,,,,,0.85,,,,,
+25/11/2001,,,,,,,,,,4.85,,,,,
+26/11/2001,,,,,,,,,,5.65,,,,,
+27/11/2001,,,,,,,,,,7.05,,,,,
+28/11/2001,,,,,,,,,,6.3,,,,,
+29/11/2001,,,,,,,,,,4.7,,,,,
+30/11/2001,,,,,,,,,,6.4,,,,,
+01/12/2001,,,,,,,,,,4.45,,,,,
+02/12/2001,,,,,,,,,,6.25,,,,,
+03/12/2001,,,,,,,,,,5.65,,,,,
+04/12/2001,,,,,,,,,,6.45,,,,,
+05/12/2001,,,,,,,,,,7.15,,,,,
+06/12/2001,,,,,,,,,,1.7,,,,,
+07/12/2001,,,,,,,,,,5.1,,,,,
+08/12/2001,,,,,,,,,,0.55,,,,,
+09/12/2001,,,,,,,,,,0.25,,,,,
+10/12/2001,,,,,,,,,,0.1,,,,,
+11/12/2001,,,,,,,,,,-0.1,,,,,
+12/12/2001,,,,,,,,,,1.65,,,,,
+13/12/2001,,,,,,,,,,0.45,,,,,
+14/12/2001,,,,,,,,,,-2.25,,,,,
+15/12/2001,,,,,,,,,,0.6,,,,,
+16/12/2001,,,,,,,,,,-1.05,,,,,
+17/12/2001,,,,,,,,,,-3.15,,,,,
+18/12/2001,,,,,,,,,,-1.4,,,,,
+19/12/2001,,,,,,,,,,0.3,,,,,
+20/12/2001,,,,,,,,,,1,,,,,
+21/12/2001,,,,,,,,,,2.15,,,,,
+22/12/2001,,,,,,,,,,2.75,,,,,
+23/12/2001,,,,,,,,,,3.1,,,,,
+24/12/2001,,,,,,,,,,-2.9,,,,,
+25/12/2001,,,,,,,,,,-2,,,,,
+26/12/2001,,,,,,,,,,3.05,,,,,
+27/12/2001,,,,,,,,,,-2.15,,,,,
+28/12/2001,,,,,,,,,,0.25,,,,,
+29/12/2001,,,,,,,,,,4.55,,,,,
+30/12/2001,,,,,,,,,,8.5,,,,,
+31/12/2001,,,,,,,,,,1.95,,,,,
+01/01/2002,,,,,,,,,,-1.85,,,,,
+02/01/2002,,,,,,,,,,-1,,,,,
+03/01/2002,,,,,,,,,,-0.1,,,,,
+04/01/2002,,,,,,,,,,-3.3,,,,,
+05/01/2002,,,,,,,,,,-0.25,,,,,
+06/01/2002,,,,,,,,,,4.3,,,,,
+07/01/2002,,,,,,,,,,3.4,,,,,
+08/01/2002,,,,,,,,,,3.9,,,,,
+09/01/2002,,,,,,,,,,3.55,,,,,
+10/01/2002,,,,,,,,,,4.2,,,,,
+11/01/2002,,,,,,,,,,2.85,,,,,
+12/01/2002,,,,,,,,,,3.25,,,,,
+13/01/2002,,,,,,,,,,2.7,,,,,
+14/01/2002,,,,,,,,,,1.3,,,,,
+15/01/2002,,,,,,,,,,-2.25,,,,,
+16/01/2002,,,,,,,,,,-1.8,,,,,
+17/01/2002,,,,,,,,,,-1.5,,,,,
+18/01/2002,,,,,,,,,,-0.45,,,,,
+19/01/2002,,,,,,,,,,2.95,,,,,
+20/01/2002,,,,,,,,,,5.75,,,,,
+21/01/2002,,,,,,,,,,5.05,,,,,
+22/01/2002,,,,,,,,,,3.85,,,,,
+23/01/2002,,,,,,,,,,6.45,,,,,
+24/01/2002,,,,,,,,,,5.15,,,,,
+25/01/2002,,,,,,,,,,5.1,,,,,
+26/01/2002,,,,,,,,,,5.75,,,,,
+27/01/2002,,,,,,,,,,3.75,,,,,
+28/01/2002,,,,,,,,,,8.85,,,,,
+29/01/2002,,,,,,,,,,7.5,,,,,
+30/01/2002,,,,,,,,,,6,,,,,
+31/01/2002,,,,,,,,,,5.65,,,,,
+01/02/2002,,,,,,,,,,5.75,,,,,
+02/02/2002,,,,,,,,,,6.75,,,,,
+03/02/2002,,,,,,,,,,7.6,,,,,
+04/02/2002,,,,,,,,,,6.45,,,,,
+05/02/2002,,,,,,,,,,6.25,,,,,
+06/02/2002,,,,,,,,,,5.05,,,,,
+07/02/2002,,,,,,,,,,5.6,,,,,
+08/02/2002,,,,,,,,,,6.05,,,,,
+09/02/2002,,,,,,,,,,7.4,,,,,
+10/02/2002,,,,,,,,,,6.85,,,,,
+11/02/2002,,,,,,,,,,7.5,,,,,
+12/02/2002,,,,,,,,,,7.8,,,,,
+13/02/2002,,,,,,,,,,6.9,,,,,
+14/02/2002,,,,,,,,,,6.9,,,,,
+15/02/2002,,,,,,,,,,6,,,,,
+16/02/2002,,,,,,,,,,5.9,,,,,
+17/02/2002,,,,,,,,,,6.75,,,,,
+18/02/2002,,,,,,,,,,3.8,,,,,
+19/02/2002,,,,,,,,,,5.1,,,,,
+20/02/2002,,,,,,,,,,4,,,,,
+21/02/2002,,,,,,,,,,3.35,,,,,
+22/02/2002,,,,,,,,,,4.25,,,,,
+23/02/2002,,,,,,,,,,5.4,,,,,
+24/02/2002,,,,,,,,,,5,,,,,
+25/02/2002,,,,,,,,,,4.55,,,,,
+26/02/2002,,,,,,,,,,7.15,,,,,
+27/02/2002,,,,,,,,,,7.25,,,,,
+28/02/2002,,,,,,,,,,6.65,,,,,
+01/03/2002,,,,,,,,,,8.6,,,,,
+02/03/2002,,,,,,,,,,9.6,,,,,
+03/03/2002,,,,,,,,,,9.8,,,,,
+04/03/2002,,,,,,,,,,8.75,,,,,
+05/03/2002,,,,,,,,,,11.45,,,,,
+06/03/2002,,,,,,,,,,9.7,,,,,
+07/03/2002,,,,,,,,,,9.85,,,,,
+08/03/2002,,,,,,,,,,11.85,,,,,
+09/03/2002,,,,,,,,,,7.4,,,,,
+10/03/2002,,,,,,,,,,9,,,,,
+11/03/2002,,,,,,,,,,10.8,,,,,
+12/03/2002,,,,,,,,,,10.1,,,,,
+13/03/2002,,,,,,,,,,11,,,,,
+14/03/2002,,,,,,,,,,9.85,,,,,
+15/03/2002,,,,,,,,,,6.2,,,,,
+16/03/2002,,,,,,,,,,8.9,,,,,
+17/03/2002,,,,,,,,,,12,,,,,
+18/03/2002,,,,,,,,,,11.05,,,,,
+19/03/2002,,,,,,,,,,9.05,,,,,
+20/03/2002,,,,,,,,,,11.65,,,,,
+21/03/2002,,,,,,,,,,13.3,,,,,
+22/03/2002,,,,,,,,,,11,,,,,
+23/03/2002,,,,,,,,,,6.65,,,,,
+24/03/2002,,,,,,,,,,2.7,,,,,
+25/03/2002,,,,,,,,,,2.75,,,,,
+26/03/2002,,,,,,,,,,5.05,,,,,
+27/03/2002,,,,,,,,,,3.1,,,,,
+28/03/2002,,,,,,,,,,4.7,,,,,
+29/03/2002,,,,,,,,,,5.5,,,,,
+30/03/2002,,,,,,,,,,7.25,,,,,
+31/03/2002,,,,,,,,,,8.45,,,,,
+01/04/2002,,,,,,,,,,9.5,,,,,
+02/04/2002,,,,,,,,,,9.9,,,,,
+03/04/2002,,,,,,,,,,10.7,,,,,
+04/04/2002,1.4,,,,,,,,,6.8,,,,,
+05/04/2002,0,,,,,,,,,8.35,,,,,
+06/04/2002,0,,,,,,,,,8.25,,,,,
+07/04/2002,0,,,,,,,,,9.05,,,,,
+08/04/2002,0,,,,,,,,,12.3,,,,,
+09/04/2002,0,,,,,,,,,7.65,,,,,
+10/04/2002,0,,,,,,,,,6.7,,,,,
+11/04/2002,0.8,,,,,,,,,8.95,,,,,
+12/04/2002,8,,,,,,,,,10.85,,,,,
+13/04/2002,0.4,,,,,,,,,8,,,,,
+14/04/2002,1.6,,,,,,,,,7.2,,,,,
+15/04/2002,0,,,,,,,,,6.55,,,,,
+16/04/2002,0.8,,,,,,,,,6.7,,,,,
+17/04/2002,0,,,,,,,,,7.15,,,,,
+18/04/2002,0,,,,,,,,,9.2,,,,,
+19/04/2002,0,,,,,,,,,11.2,,,,,
+20/04/2002,4,,,,,,,,,9.3,,,,,
+21/04/2002,0,,,,,,,,,9.35,,,,,
+22/04/2002,0,,,,,,,,,12.2,,,,,
+23/04/2002,0,,,,,,,,,12.15,,,,,
+24/04/2002,0,,,,,,,,,11.95,,,,,
+25/04/2002,0,,,,,,,,,10.75,,,,,
+26/04/2002,0,,,,,,,,,11.7,,,,,
+27/04/2002,0,,,,,,,,,10.5,,,,,
+28/04/2002,0,,,,,,,,,11.15,,,,,
+29/04/2002,0,,,,,,,,,11.65,,,,,
+30/04/2002,0,,,,,,,,,13.1,,,,,
+01/05/2002,0,,,,,,,,,12.45,,,,,
+02/05/2002,0,,,,,,,,,13.5,,,,,
+03/05/2002,0,,,,,,,,,14.7,,,,,
+04/05/2002,0,,,,,,,,,9.75,,,,,
+05/05/2002,0,,,,,,,,,8.95,,,,,
+06/05/2002,0,,,,,,,,,10.1,,,,,
+07/05/2002,0,,,,,,,,,13.25,,,,,
+08/05/2002,3.2,,,,,,,,,11.25,,,,,
+09/05/2002,4.6,,,,,,,,,12.2,,,,,
+10/05/2002,0,,,,,,,,,12.25,,,,,
+11/05/2002,0,,,,,,,,,13.4,,,,,
+12/05/2002,0.4,,,,,,,,,11.25,,,,,
+13/05/2002,0,,,,,,,,,12.35,,,,,
+14/05/2002,0,,,,,,,,,12.85,,,,,
+15/05/2002,0,,,,,,,,,14.9,,,,,
+16/05/2002,0,,,,,,,,,17.45,,,,,
+17/05/2002,0,,,,,,,,,16.85,,,,,
+18/05/2002,0,,,,,,,,,15.65,,,,,
+19/05/2002,0,,,,,,,,,14.15,,,,,
+20/05/2002,0,,,,,,,,,14.6,,,,,
+21/05/2002,0,,,,,,,,,14.9,,,,,
+22/05/2002,0,,,,,,,,,15.05,,,,,
+23/05/2002,0,,,,,,,,,15.8,,,,,
+24/05/2002,0,,,,,,,,,13.4,,,,,
+25/05/2002,0,,,,,,,,,16.7,,,,,
+26/05/2002,0,,,,,,,,,15.75,,,,,
+27/05/2002,0,,,,,,,,,12.25,,,,,
+28/05/2002,0,,,,,,,,,10.15,,,,,
+29/05/2002,0,,,,,,,,,13.7,,,,,
+30/05/2002,0,,,,,,,,,15.65,,,,,
+31/05/2002,0,,,,,,,,,18.2,,,,,
+01/06/2002,0,,,,,,,,,18.15,,,,,
+02/06/2002,0,,,,,,,,,18,,,,,
+03/06/2002,0,,,,,,,,,17.8,,,,,
+04/06/2002,0,,,,,,,,,16.8,,,,,
+05/06/2002,0,,,,,,,,,15.65,,,,,
+06/06/2002,0,,,,,,,,,12.95,,,,,
+07/06/2002,0,,,,,,,,,11.45,,,,,
+08/06/2002,0,,,,,,,,,12.75,,,,,
+09/06/2002,0,,,,,,,,,13.35,,,,,
+10/06/2002,0,,,,,,,,,14.1,,,,,
+11/06/2002,0,,,,,,,,,15.6,,,,,
+12/06/2002,0,,,,,,,,,17.45,,,,,
+13/06/2002,0,,,,,,,,,18.95,,,,,
+14/06/2002,0,,,,,,,,,20.4,,,,,
+15/06/2002,0,,,,,,,,,21.3,,,,,
+16/06/2002,0,,,,,,,,,22,,,,,
+17/06/2002,0,,,,,,,,,22.85,,,,,
+18/06/2002,0,,,,,,,,,24.15,,,,,
+19/06/2002,0,,,,,,,,,24.1,,,,,
+20/06/2002,0,,,,,,,,,23.95,,,,,
+21/06/2002,0,,,,,,,,,23.3,,,,,
+22/06/2002,0,,,,,,,,,25,,,,,
+23/06/2002,0,,,,,,,,,25.65,,,,,
+24/06/2002,0,,,,,,,,,24.3,,,,,
+25/06/2002,0,,,,,,,,,23.95,,,,,
+26/06/2002,0,,,,,,,,,23.25,,,,,
+27/06/2002,0,,,,,,,,,22.4,,,,,
+28/06/2002,0,,,,,,,,,19.5,,,,,
+29/06/2002,0,,,,,,,,,19.9,,,,,
+30/06/2002,0,,,,,,,,,16.75,,,,,
+01/07/2002,0,,,,,,,,,17.6,,,,,
+02/07/2002,0,,,,,,,,,20.75,,,,,
+03/07/2002,0,,,,,,,,,21,,,,,
+04/07/2002,0,,,,,,,,,19.05,,,,,
+05/07/2002,0,,,,,,,,,19.5,,,,,
+06/07/2002,0,,,,,,,,,17.35,,,,,
+07/07/2002,0,,,,,,,,,18.4,,,,,
+08/07/2002,0,,,,,,,,,21.1,,,,,
+09/07/2002,0,,,,,,,,,21.15,,,,,
+10/07/2002,0,,,,,,,,,22.4,,,,,
+11/07/2002,0,,,,,,,,,21.4,,,,,
+12/07/2002,0,,,,,,,,,23.75,,,,,
+13/07/2002,0,,,,,,,,,22,,,,,
+14/07/2002,0,,,,,,,,,17.65,,,,,
+15/07/2002,0,,,,,,,,,15.65,,,,,
+16/07/2002,0,,,,,,,,,14.15,,,,,
+17/07/2002,0,,,,,,,,,16.4,,,,,
+18/07/2002,0,,,,,,,,,17.75,,,,,
+19/07/2002,0,,,,,,,,,17.55,,,,,
+20/07/2002,0,,,,,,,,,19.3,,,,,
+21/07/2002,0,,,,,,,,,20.25,,,,,
+22/07/2002,0,,,,,,,,,20.25,,,,,
+23/07/2002,0,,,,,,,,,21.7,,,,,
+24/07/2002,0,,,,,,,,,20.25,,,,,
+25/07/2002,0,,,,,,,,,18.8,,,,,
+26/07/2002,0,,,,,,,,,16.7,,,,,
+27/07/2002,0,,,,,,,,,16.55,,,,,
+28/07/2002,0,,,,,,,,,19.05,,,,,
+29/07/2002,0,,,,,,,,,20.75,,,,,
+30/07/2002,0,,,,,,,,,20.25,,,,,
+31/07/2002,0,,,,,,,,,17.65,,,,,
+01/08/2002,0,,,,,,,,,19.65,,,,,
+02/08/2002,0,,,,,,,,,19.75,,,,,
+03/08/2002,0,,,,,,,,,21.9,,,,,
+04/08/2002,0,,,,,,,,,22.4,,,,,
+05/08/2002,0,,,,,,,,,21.25,,,,,
+06/08/2002,0,,,,,,,,,18.6,,,,,
+07/08/2002,0,,,,,,,,,17.75,,,,,
+08/08/2002,0,,,,,,,,,18.3,,,,,
+09/08/2002,0,,,,,,,,,17.25,,,,,
+10/08/2002,0,,,,,,,,,13.5,,,,,
+11/08/2002,0,,,,,,,,,9.15,,,,,
+12/08/2002,0,,,,,,,,,14.2,,,,,
+13/08/2002,0,,,,,,,,,17.1,,,,,
+14/08/2002,0,,,,,,,,,17.85,,,,,
+15/08/2002,0,,,,,,,,,18.65,,,,,
+16/08/2002,0,,,,,,,,,20.05,,,,,
+17/08/2002,0,,,,,,,,,19.8,,,,,
+18/08/2002,0,,,,,,,,,19.3,,,,,
+19/08/2002,0,,,,,,,,,19.25,,,,,
+20/08/2002,0,,,,,,,,,20.05,,,,,
+21/08/2002,0,,,,,,,,,19,,,,,
+22/08/2002,0,,,,,,,,,19.35,,,,,
+23/08/2002,0,,,,,,,,,18.45,,,,,
+24/08/2002,0,,,,,,,,,19.05,,,,,
+25/08/2002,0,,,,,,,,,19.8,,,,,
+26/08/2002,0,,,,,,,,,18.8,,,,,
+27/08/2002,0,,,,,,,,,19.45,,,,,
+28/08/2002,0,,,,,,,,,15.95,,,,,
+29/08/2002,0,,,,,,,,,17,,,,,
+30/08/2002,0,,,,,,,,,17.2,,,,,
+31/08/2002,0,,,,,,,,,17.9,,,,,
+01/09/2002,0,,,,,,,,,17.95,,,,,
+02/09/2002,0,,,,,,,,,17.6,,,,,
+03/09/2002,0,,,,,,,,,17.6,,,,,
+04/09/2002,0,,,,,,,,,15.6,,,,,
+05/09/2002,0,,,,,,,,,16.35,,,,,
+06/09/2002,0,,,,,,,,,15.05,,,,,
+07/09/2002,0,,,,,,,,,14.55,,,,,
+08/09/2002,0,,,,,,,,,16.15,,,,,
+09/09/2002,0,,,,,,,,,16.6,,,,,
+10/09/2002,0,,,,,,,,,17.45,,,,,
+11/09/2002,0,,,,,,,,,17.2,,,,,
+12/09/2002,0,,,,,,,,,16.65,,,,,
+13/09/2002,0,,,,,,,,,13.95,,,,,
+14/09/2002,0,,,,,,,,,13.05,,,,,
+15/09/2002,0,,,,,,,,,13,,,,,
+16/09/2002,0,,,,,,,,,14.5,,,,,
+17/09/2002,0,,,,,,,,,14.9,,,,,
+18/09/2002,0,,,,,,,,,15.6,,,,,
+19/09/2002,0,,,,,,,,,17.05,,,,,
+20/09/2002,0,,,,,,,,,18.2,,,,,
+21/09/2002,0,,,,,,,,,18.65,,,,,
+22/09/2002,0,,,,,,,,,15.7,,,,,
+23/09/2002,0,,,,,,,,,13.2,,,,,
+24/09/2002,0,,,,,,,,,11.05,,,,,
+25/09/2002,0,,,,,,,,,10.8,,,,,
+26/09/2002,0,,,,,,,,,10.3,,,,,
+27/09/2002,0,,,,,,,,,10.95,,,,,
+28/09/2002,0,,,,,,,,,10.55,,,,,
+29/09/2002,0,,,,,,,,,9.05,,,,,
+30/09/2002,0,,,,,,,,,10.5,,,,,
+01/10/2002,0,,,,,,,,,11.25,,,,,
+02/10/2002,0,,,,,,,,,11.9,,,,,
+03/10/2002,0,,,,,,,,,12.05,,,,,
+04/10/2002,0,,,,,,,,,12.05,,,,,
+05/10/2002,0,,,,,,,,,12.55,,,,,
+06/10/2002,0,,,,,,,,,11.95,,,,,
+07/10/2002,0,,,,,,,,,12,,,,,
+08/10/2002,0,,,,,,,,,11.35,,,,,
+09/10/2002,2.2,,,,,,,,,12.85,,,,,
+10/10/2002,19.4,,,,,,,,,13,,,,,
+11/10/2002,23.4,,,,,,,,,10.4,,,,,
+12/10/2002,8.2,,,,,,,,,10.15,,,,,
+13/10/2002,0,,,,,,,,,12.05,,,,,
+14/10/2002,0,,,,,,,,,13.15,,,,,
+15/10/2002,0,,,,,,,,,11.65,,,,,
+16/10/2002,0,,,,,,,,,13.15,,,,,
+17/10/2002,1.8,,,,,,,,,14.4,,,,,
+18/10/2002,9,,,,,,,,,10.45,,,,,
+19/10/2002,0,,,,,,,,,10.2,,,,,
+20/10/2002,0,,,,,,,,,9.8,,,,,
+21/10/2002,0.6,,,,,,,,,10.85,,,,,
+22/10/2002,0.4,,,,,,,,,12.95,,,,,
+23/10/2002,0.4,,,,,,,,,8.35,,,,,
+24/10/2002,0,,,,,,,,,10.9,,,,,
+25/10/2002,0,,,,,,,,,11.5,,,,,
+26/10/2002,0,,,,,,,,,8.6,,,,,
+27/10/2002,0,,,,,,,,,13.55,,,,,
+28/10/2002,0,,,,,,,,,11.85,,,,,
+29/10/2002,0,,,,,,,,,10.85,,,,,
+30/10/2002,0,,,,,,,,,11.25,,,,,
+31/10/2002,2.8,,,,,,,,,11.85,,,,,
+01/11/2002,13.8,,,,,,,,,11.3,,,,,
+02/11/2002,0,,,,,,,,,11.1,,,,,
+03/11/2002,0,,,,,,,,,11,,,,,
+04/11/2002,2.2,,,,,,,,,8.7,,,,,
+05/11/2002,0,,,,,,,,,8.15,,,,,
+06/11/2002,0,,,,,,,,,3.65,,,,,
+07/11/2002,0.6,,,,,,,,,3.25,,,,,
+08/11/2002,11.2,,,,,,,,,3.9,,,,,
+09/11/2002,0,,,,,,,,,3.8,,,,,
+10/11/2002,0,,,,,,,,,0,,,,,
+11/11/2002,0,,,,,,,,,0,,,,,
+12/11/2002,0,,,,,,,,,0,,,,,
+13/11/2002,0,,,,,,,,,0,,,,,
+14/11/2002,0,,,,,,,,,0,,,,,
+15/11/2002,0,,,,,,,,,0,,,,,
+16/11/2002,7.2,,,,,,,,,0,,,,,
+17/11/2002,20.8,,,,,,,,,0,,,,,
+18/11/2002,24.6,,,,,,,,,0,,,,,
+19/11/2002,4.6,,,,,,,,,0,,,,,
+20/11/2002,0,,,,,,,,,0,,,,,
+21/11/2002,1.2,,,,,,,,,0,,,,,
+22/11/2002,17.8,,,,,,,,,0,,,,,
+23/11/2002,0,,,,,,,,,0,,,,,
+24/11/2002,0.2,,,,,,,,,0,,,,,
+25/11/2002,0.2,,,,,,,,,0,,,,,
+26/11/2002,3.8,,,,,,,,,0,,,,,
+27/11/2002,0,,,,,,,,,0,,,,,
+28/11/2002,0,,,,,,,,,0,,,,,
+29/11/2002,9.6,,,,,,,,,0,,,,,
+30/11/2002,5,,,,,,,,,0,,,,,
+01/12/2002,0,,,,,,,,,0,,,,,
+02/12/2002,1,,,,,,,,,0,,,,,
+03/12/2002,0.6,,,,,,,,,0,,,,,
+04/12/2002,11.2,,,,,,,,,0,,,,,
+05/12/2002,3.2,,,,,,,,,0,,,,,
+06/12/2002,0.8,,,,,,,,,0,,,,,
+07/12/2002,3.6,,,,,,,,,0,,,,,
+08/12/2002,0,,,,,,,,,0,,,,,
+09/12/2002,0,,,,,,,,,0,,,,,
+10/12/2002,0,,,,,,,,,0,,,,,
+11/12/2002,0,,,,,,,,,0,,,,,
+12/12/2002,3.8,,,,,,,,,0,,,,,
+13/12/2002,3.2,,,,,,,,,0,,,,,
+14/12/2002,0,,,,,,,,,0,,,,,
+15/12/2002,3.6,,,,,,,,,0,,,,,
+16/12/2002,0,,,,,,,,,0,,,,,
+17/12/2002,0,,,,,,,,,0,,,,,
+18/12/2002,12.2,,,,,,,,,0,,,,,
+19/12/2002,0,,,,,,,,,0,,,,,
+20/12/2002,0,,,,,,,,,0,,,,,
+21/12/2002,0,,,,,,,,,0,,,,,
+22/12/2002,0,,,,,,,,,0,,,,,
+23/12/2002,0,,,,,,,,,0,,,,,
+24/12/2002,0.8,,,,,,,,,0,,,,,
+25/12/2002,10.6,,,,,,,,,0,,,,,
+26/12/2002,0,,,,,,,,,0,,,,,
+27/12/2002,0,,,,,,,,,0,,,,,
+28/12/2002,11.2,,,,,,,,,0,,,,,
+29/12/2002,1,,,,,,,,,0,,,,,
+30/12/2002,0,,,,,,,,,0,,,,,
+31/12/2002,17.4,,,,,,,,,0,,,,,
+01/01/2003,0,,,,,,,,,6.3,,,,,
+02/01/2003,0,,,,,,,,,6.6,,,,,
+03/01/2003,0,,,,,,,,,8.9,,,,,
+04/01/2003,0,,,,,,,,,7.95,,,,,
+05/01/2003,0.6,,,,,,,,,2.5,,,,,
+06/01/2003,44.4,,,,,,,,,1.6,,,,,
+07/01/2003,8,,,,,,,,,1.25,,,,,
+08/01/2003,17.6,,,,,,,,,2.05,,,,,
+09/01/2003,0,,,,,,,,,1.65,,,,,
+10/01/2003,0,,,,,,,,,2.55,,,,,
+11/01/2003,0,,,,,,,,,0,,,,,
+12/01/2003,0,,,,,,,,,-2.45,,,,,
+13/01/2003,0,,,,,,,,,-1.85,,,,,
+14/01/2003,0,,,,,,,,,1.8,,,,,
+15/01/2003,0,,,,,,,,,4.65,,,,,
+16/01/2003,0,,,,,,,,,3.25,,,,,
+17/01/2003,0,,,,,,,,,4.7,,,,,
+18/01/2003,0,,,,,,,,,2.9,,,,,
+19/01/2003,0,,,,,,,,,3.9,,,,,
+20/01/2003,0,,,,,,,,,4.4,,,,,
+21/01/2003,16.8,,,,,,,,,5.05,,,,,
+22/01/2003,1,,,,,,,,,5.1,,,,,
+23/01/2003,15.4,,,,,,,,,5.05,,,,,
+24/01/2003,0,,,,,,,,,3.9,,,,,
+25/01/2003,0,,,,,,,,,2.6,,,,,
+26/01/2003,0,,,,,,,,,2.5,,,,,
+27/01/2003,0,,,,,,,,,2.55,,,,,
+28/01/2003,0,,,,,,,,,7.55,,,,,
+29/01/2003,0,,,,,,,,,2.3,,,,,
+30/01/2003,0.2,,,,,,,,,0,,,,,
+31/01/2003,0,,,,,,,,,-0.8,,,,,
+01/02/2003,0,,,,,,,,,-0.85,,,,,
+02/02/2003,0,,,,,,,,,-2.25,,,,,
+03/02/2003,0.6,,,,,,,,,-0.5,,,,,
+04/02/2003,3.8,,,,,,,,,2.75,,,,,
+05/02/2003,2.2,,,,,,,,,-0.7,,,,,
+06/02/2003,0,,,,,,,,,-0.6,,,,,
+07/02/2003,0,,,,,,,,,0.3,,,,,
+08/02/2003,0,,,,,,,,,1.35,,,,,
+09/02/2003,0,,,,,,,,,0.15,,,,,
+10/02/2003,0,,,,,,,,,0.55,,,,,
+11/02/2003,0,,,,,,,,,-1.25,,,,,
+12/02/2003,0,,,,,,,,,-2.55,,,,,
+13/02/2003,0.4,,,,,,,,,-2.3,,,,,
+14/02/2003,0,,,,,,,,,0.1,,,,,
+15/02/2003,0,,,,,,,,,0.1,,,,,
+16/02/2003,0,,,,,,,,,-1.35,,,,,
+17/02/2003,0,,,,,,,,,-0.95,,,,,
+18/02/2003,0,,,,,,,,,-2.7,,,,,
+19/02/2003,0,,,,,,,,,-1.4,,,,,
+20/02/2003,0,,,,,,,,,0.7,,,,,
+21/02/2003,0,,,,,,,,,3,,,,,
+22/02/2003,0,,,,,,,,,1.9,,,,,
+23/02/2003,0,,,,,,,,,1.65,,,,,
+24/02/2003,0,,,,,,,,,1.15,,,,,
+25/02/2003,0,,,,,,,,,3.8,,,,,
+26/02/2003,0,,,,,,,,,4.6,,,,,
+27/02/2003,0,,,,,,,,,4.05,,,,,
+28/02/2003,0,,,,,,,,,6.65,,,,,
+01/03/2003,6,,,,,,,,,6.4,,,,,
+02/03/2003,6.6,,,,,,,,,6.6,,,,,
+03/03/2003,0.8,,,,,,,,,3.95,,,,,
+04/03/2003,0,,,,,,,,,5.25,,,,,
+05/03/2003,0,,,,,,,,,6.8,,,,,
+06/03/2003,0,,,,,,,,,7.05,,,,,
+07/03/2003,0,,,,,,,,,5.3,,,,,
+08/03/2003,0,,,,,,,,,6.35,,,,,
+09/03/2003,0,,,,,,,,,8.05,,,,,
+10/03/2003,0,,,,,,,,,8.8,,,,,
+11/03/2003,0,,,,,,,,,10.75,,,,,
+12/03/2003,0,,,,,,,,,9.4,,,,,
+13/03/2003,0,,,,,,,,,7.9,,,,,
+14/03/2003,0,,,,,,,,,3,,,,,
+15/03/2003,0,,,,,,,,,0.95,,,,,
+16/03/2003,0,,,,,,,,,1.7,,,,,
+17/03/2003,0,,,,,,,,,4.55,,,,,
+18/03/2003,0,,,,,,,,,6.4,,,,,
+19/03/2003,0,,,,,,,,,6.25,,,,,
+20/03/2003,0,,,,,,,,,6.7,,,,,
+21/03/2003,0,,,,,,,,,8.6,,,,,
+22/03/2003,0,,,,,,,,,6.05,,,,,
+23/03/2003,0,,,,,,,,,3.8,,,,,
+24/03/2003,0,,,,,,,,,8.55,,,,,
+25/03/2003,0,,,,,,,,,9.75,,,,,
+26/03/2003,0,,,,,,,,,8.65,,,,,
+27/03/2003,0,,,,,,,,,8.75,,,,,
+28/03/2003,0,,,,,,,,,10.15,,,,,
+29/03/2003,0,,,,,,,,,9.65,,,,,
+30/03/2003,0,,,,,,,,,9.85,,,,,
+31/03/2003,0,,,,,,,,,11.25,,,,,
+01/04/2003,0,,,,,,,,,10.9,,,,,
+02/04/2003,0,,,,,,,,,7.25,,,,,
+03/04/2003,0,,,,,,,,,6.35,,,,,
+04/04/2003,0,,,,,,,,,5.9,,,,,
+05/04/2003,0,,,,,,,,,6.55,,,,,
+06/04/2003,1.6,,,,,,,,,6,,,,,
+07/04/2003,0,,,,,,,,,-0.65,,,,,
+08/04/2003,0,,,,,,,,,0.45,,,,,
+09/04/2003,0,,,,,,,,,2.15,,,,,
+10/04/2003,0.4,,,,,,,,,5,,,,,
+11/04/2003,0,,,,,,,,,7.3,,,,,
+12/04/2003,2.4,,,,,,,,,7.45,,,,,
+13/04/2003,0,,,,,,,,,8.45,,,,,
+14/04/2003,0,,,,,,,,,11.85,,,,,
+15/04/2003,0,,,,,,,,,10.15,,,,,
+16/04/2003,0,,,,,,,,,11.5,,,,,
+17/04/2003,0,,,,,,,,,12,,,,,
+18/04/2003,0,,,,,,,,,10.4,,,,,
+19/04/2003,0,,,,,,,,,10.6,,,,,
+20/04/2003,0.8,,,,,,,,,8.05,,,,,
+21/04/2003,29.4,,,,,,,,,7.25,,,,,
+22/04/2003,0,,,,,,,,,9.65,,,,,
+23/04/2003,0,,,,,,,,,10.5,,,,,
+24/04/2003,0,,,,,,,,,12.05,,,,,
+25/04/2003,0,,,,,,,,,13.3,,,,,
+26/04/2003,0,,,,,,,,,12.25,,,,,
+27/04/2003,1.6,,,,,,,,,12.4,,,,,
+28/04/2003,0,,,,,,,,,11.9,,,,,
+29/04/2003,0,,,,,,,,,14.4,,,,,
+30/04/2003,0,,,,,,,,,16.35,,,,,
+01/05/2003,0,,,,,,,,,15.65,,,,,
+02/05/2003,0,,,,,,,,,15.35,,,,,
+03/05/2003,0,,,,,,,,,17.05,,,,,
+04/05/2003,0,,,,,,,,,18,,,,,
+05/05/2003,0,,,,,,,,,19.95,,,,,
+06/05/2003,0,,,,,,,,,20.5,,,,,
+07/05/2003,0,,,,,,,,,20,,,,,
+08/05/2003,0,,,,,,,,,19.6,,,,,
+09/05/2003,0,,,,,,,,,17.45,,,,,
+10/05/2003,0,,,,,,,,,16.25,,,,,
+11/05/2003,0,,,,,,,,,17.75,,,,,
+12/05/2003,0,,,,,,,,,16.95,,,,,
+13/05/2003,0,,,,,,,,,16.05,,,,,
+14/05/2003,0,,,,,,,,,14.4,,,,,
+15/05/2003,0,,,,,,,,,12.15,,,,,
+16/05/2003,0,,,,,,,,,12.45,,,,,
+17/05/2003,0,,,,,,,,,13.25,,,,,
+18/05/2003,0,,,,,,,,,13.9,,,,,
+19/05/2003,0,,,,,,,,,15.65,,,,,
+20/05/2003,0,,,,,,,,,13.6,,,,,
+21/05/2003,0,,,,,,,,,11.2,,,,,
+22/05/2003,0,,,,,,,,,13,,,,,
+23/05/2003,0,,,,,,,,,14.05,,,,,
+24/05/2003,0,,,,,,,,,15.35,,,,,
+25/05/2003,0,,,,,,,,,16.65,,,,,
+26/05/2003,0,,,,,,,,,16,,,,,
+27/05/2003,7.6,,,,,,,,,17.05,,,,,
+28/05/2003,0,,,,,,,,,17.55,,,,,
+29/05/2003,0,,,,,,,,,19.15,,,,,
+30/05/2003,5.8,,,,,,,,,17.15,,,,,
+31/05/2003,0.4,,,,,,,,,18.05,,,,,
+01/06/2003,0,,,,,,,,,17.65,,,,,
+02/06/2003,0,,,,,,,,,17.9,,,,,
+03/06/2003,0,,,,,,,,,18.2,,,,,
+04/06/2003,0,,,,,,,,,19.55,,,,,
+05/06/2003,0,,,,,,,,,19.95,,,,,
+06/06/2003,0,,,,,,,,,19.4,,,,,
+07/06/2003,8.8,,,,,,,,,19.8,,,,,
+08/06/2003,7.8,,,,,,,,,19.65,,,,,
+09/06/2003,1.6,,,,,,,,,20.65,,,,,
+10/06/2003,0,,,,,,,,,22.05,,,,,
+11/06/2003,0,,,,,,,,,23.35,,,,,
+12/06/2003,0,,,,,,,,,23.75,,,,,
+13/06/2003,0,,,,,,,,,23.9,,,,,
+14/06/2003,0,,,,,,,,,24.5,,,,,
+15/06/2003,0,,,,,,,,,23.7,,,,,
+16/06/2003,0,,,,,,,,,24.1,,,,,
+17/06/2003,7.4,,,,,,,,,20.1,,,,,
+18/06/2003,10.4,,,,,,,,,19.35,,,,,
+19/06/2003,0,,,,,,,,,19.25,,,,,
+20/06/2003,0,,,,,,,,,21.75,,,,,
+21/06/2003,0,,,,,,,,,22.35,,,,,
+22/06/2003,0,,,,,,,,,21.7,,,,,
+23/06/2003,0,,,,,,,,,20.95,,,,,
+24/06/2003,0,,,,,,,,,23.2,,,,,
+25/06/2003,0,,,,,,,,,23.5,,,,,
+26/06/2003,0,,,,,,,,,23.5,,,,,
+27/06/2003,0,,,,,,,,,23.2,,,,,
+28/06/2003,0,,,,,,,,,21.85,,,,,
+29/06/2003,0,,,,,,,,,21.45,,,,,
+30/06/2003,0,,,,,,,,,21.8,,,,,
+01/07/2003,0,,,,,,,,,21.8,,,,,
+02/07/2003,0,,,,,,,,,19.5,,,,,
+03/07/2003,0,,,,,,,,,18.8,,,,,
+04/07/2003,0,,,,,,,,,17.85,,,,,
+05/07/2003,0,,,,,,,,,18.05,,,,,
+06/07/2003,0,,,,,,,,,19.35,,,,,
+07/07/2003,0,,,,,,,,,20,,,,,
+08/07/2003,0,,,,,,,,,21.4,,,,,
+09/07/2003,0,,,,,,,,,22,,,,,
+10/07/2003,0,,,,,,,,,20.85,,,,,
+11/07/2003,0,,,,,,,,,21.3,,,,,
+12/07/2003,0,,,,,,,,,22.3,,,,,
+13/07/2003,0,,,,,,,,,22.1,,,,,
+14/07/2003,0,,,,,,,,,22.5,,,,,
+15/07/2003,0,,,,,,,,,22.7,,,,,
+16/07/2003,0,,,,,,,,,23.15,,,,,
+17/07/2003,0,,,,,,,,,23.6,,,,,
+18/07/2003,0,,,,,,,,,23.3,,,,,
+19/07/2003,0,,,,,,,,,23.3,,,,,
+20/07/2003,0,,,,,,,,,23.4,,,,,
+21/07/2003,0,,,,,,,,,24.2,,,,,
+22/07/2003,0,,,,,,,,,24.55,,,,,
+23/07/2003,0,,,,,,,,,24.25,,,,,
+24/07/2003,0,,,,,,,,,23.95,,,,,
+25/07/2003,0,,,,,,,,,22.65,,,,,
+26/07/2003,0,,,,,,,,,22.7,,,,,
+27/07/2003,0,,,,,,,,,24.75,,,,,
+28/07/2003,0,,,,,,,,,24.75,,,,,
+29/07/2003,0,,,,,,,,,23.2,,,,,
+30/07/2003,0,,,,,,,,,21,,,,,
+31/07/2003,1.4,,,,,,,,,18.7,,,,,
+01/08/2003,0,,,,,,,,,19.4,,,,,
+02/08/2003,0,,,,,,,,,22.75,,,,,
+03/08/2003,0,,,,,,,,,24.45,,,,,
+04/08/2003,0,,,,,,,,,26.35,,,,,
+05/08/2003,0,,,,,,,,,26.6,,,,,
+06/08/2003,0,,,,,,,,,26.9,,,,,
+07/08/2003,25,,,,,,,,,24.1,,,,,
+08/08/2003,0,,,,,,,,,25.3,,,,,
+09/08/2003,0,,,,,,,,,26.05,,,,,
+10/08/2003,0,,,,,,,,,25.9,,,,,
+11/08/2003,0,,,,,,,,,26.55,,,,,
+12/08/2003,0,,,,,,,,,26.5,,,,,
+13/08/2003,0,,,,,,,,,26,,,,,
+14/08/2003,0,,,,,,,,,24.45,,,,,
+15/08/2003,0,,,,,,,,,24.05,,,,,
+16/08/2003,0,,,,,,,,,24.6,,,,,
+17/08/2003,0,,,,,,,,,25.7,,,,,
+18/08/2003,0,,,,,,,,,26.05,,,,,
+19/08/2003,0,,,,,,,,,23.55,,,,,
+20/08/2003,0,,,,,,,,,23.85,,,,,
+21/08/2003,0,,,,,,,,,23.9,,,,,
+22/08/2003,0,,,,,,,,,23.55,,,,,
+23/08/2003,0,,,,,,,,,23.4,,,,,
+24/08/2003,0,,,,,,,,,23.5,,,,,
+25/08/2003,34,,,,,,,,,21.6,,,,,
+26/08/2003,0,,,,,,,,,19.55,,,,,
+27/08/2003,0,,,,,,,,,21.55,,,,,
+28/08/2003,0,,,,,,,,,22.45,,,,,
+29/08/2003,0,,,,,,,,,21.55,,,,,
+30/08/2003,0,,,,,,,,,22.15,,,,,
+31/08/2003,0,,,,,,,,,19.45,,,,,
+01/09/2003,0,,,,,,,,,18.15,,,,,
+02/09/2003,0,,,,,,,,,18.3,,,,,
+03/09/2003,0,,,,,,,,,16.35,,,,,
+04/09/2003,0,,,,,,,,,15.35,,,,,
+05/09/2003,0,,,,,,,,,15.85,,,,,
+06/09/2003,0.4,,,,,,,,,16.6,,,,,
+07/09/2003,4.2,,,,,,,,,18.25,,,,,
+08/09/2003,0,,,,,,,,,16.7,,,,,
+09/09/2003,11.6,,,,,,,,,14.1,,,,,
+10/09/2003,0,,,,,,,,,14.85,,,,,
+11/09/2003,0,,,,,,,,,16.4,,,,,
+12/09/2003,0,,,,,,,,,11.05,,,,,
+13/09/2003,0,,,,,,,,,16.7,,,,,
+14/09/2003,0,,,,,,,,,14.45,,,,,
+15/09/2003,0,,,,,,,,,14.7,,,,,
+16/09/2003,0,,,,,,,,,11.1,,,,,
+17/09/2003,0,,,,,,,,,16.3,,,,,
+18/09/2003,0,,,,,,,,,17.25,,,,,
+19/09/2003,0,,,,,,,,,18.35,,,,,
+20/09/2003,0,,,,,,,,,19.35,,,,,
+21/09/2003,0,,,,,,,,,19.25,,,,,
+22/09/2003,0,,,,,,,,,18.1,,,,,
+23/09/2003,0,,,,,,,,,16.6,,,,,
+24/09/2003,2,,,,,,,,,16.1,,,,,
+25/09/2003,0,,,,,,,,,13.75,,,,,
+26/09/2003,0,,,,,,,,,12.65,,,,,
+27/09/2003,0,,,,,,,,,15.4,,,,,
+28/09/2003,3.6,,,,,,,,,13.1,,,,,
+29/09/2003,14.2,,,,,,,,,14,,,,,
+30/09/2003,0,,,,,,,,,14.2,,,,,
+01/10/2003,0,,,,,,,,,15.35,,,,,
+02/10/2003,0,,,,,,,,,17.9,,,,,
+03/10/2003,0,,,,,,,,,19.05,,,,,
+04/10/2003,7,,,,,,,,,15.75,,,,,
+05/10/2003,9.4,,,,,,,,,9.45,,,,,
+06/10/2003,0.6,,,,,,,,,9.55,,,,,
+07/10/2003,0,,,,,,,,,12.2,,,,,
+08/10/2003,0.8,,,,,,,,,9.55,,,,,
+09/10/2003,0,,,,,,,,,11.4,,,,,
+10/10/2003,0,,,,,,,,,13.2,,,,,
+11/10/2003,0,,,,,,,,,13.1,,,,,
+12/10/2003,0,,,,,,,,,14.5,,,,,
+13/10/2003,0,,,,,,,,,14.65,,,,,
+14/10/2003,0,,,,,,,,,14.85,,,,,
+15/10/2003,0,,,,,,,,,9.3,,,,,
+16/10/2003,0,,,,,,,,,8.1,,,,,
+17/10/2003,0,,,,,,,,,5.6,,,,,
+18/10/2003,2.8,,,,,,,,,5.9,,,,,
+19/10/2003,0,,,,,,,,,10.4,,,,,
+20/10/2003,1.6,,,,,,,,,11.85,,,,,
+21/10/2003,0,,,,,,,,,12.25,,,,,
+22/10/2003,3.6,,,,,,,,,9,,,,,
+23/10/2003,3.4,,,,,,,,,7.75,,,,,
+24/10/2003,2.2,,,,,,,,,7.05,,,,,
+25/10/2003,0,,,,,,,,,5,,,,,
+26/10/2003,4.4,,,,,,,,,5.8,,,,,
+27/10/2003,4.8,,,,,,,,,6.55,,,,,
+28/10/2003,0.4,,,,,,,,,5.1,,,,,
+29/10/2003,9.4,,,,,,,,,9,,,,,
+30/10/2003,5.2,,,,,,,,,6.35,,,,,
+31/10/2003,1.8,,,,,,,,,9.2,,,,,
+01/11/2003,13.8,,,,,,,,,9.95,,,,,
+02/11/2003,0,,,,,,,,,9.35,,,,,
+03/11/2003,0,,,,,,,,,9.6,,,,,
+04/11/2003,0,,,,,,,,,9.2,,,,,
+05/11/2003,0,,,,,,,,,11.45,,,,,
+06/11/2003,0,,,,,,,,,8.05,,,,,
+07/11/2003,4.4,,,,,,,,,4.85,,,,,
+08/11/2003,15,,,,,,,,,9,,,,,
+09/11/2003,0,,,,,,,,,11.35,,,,,
+10/11/2003,0,,,,,,,,,10,,,,,
+11/11/2003,0,,,,,,,,,6.05,,,,,
+12/11/2003,0,,,,,,,,,4.7,,,,,
+13/11/2003,0,,,,,,,,,5.95,,,,,
+14/11/2003,0,,,,,,,,,6.95,,,,,
+15/11/2003,3.2,,,,,,,,,7.2,,,,,
+16/11/2003,0.2,,,,,,,,,9.05,,,,,
+17/11/2003,0,,,,,,,,,10.7,,,,,
+18/11/2003,0.2,,,,,,,,,11.65,,,,,
+19/11/2003,0,,,,,,,,,11.45,,,,,
+20/11/2003,0,,,,,,,,,10.8,,,,,
+21/11/2003,0,,,,,,,,,11.1,,,,,
+22/11/2003,0,,,,,,,,,11.4,,,,,
+23/11/2003,0.4,,,,,,,,,10.4,,,,,
+24/11/2003,13.4,,,,,,,,,9.95,,,,,
+25/11/2003,5.2,,,,,,,,,10.5,,,,,
+26/11/2003,73.2,,,,,,,,,9.35,,,,,
+27/11/2003,33,,,,,,,,,6.9,,,,,
+28/11/2003,1.6,,,,,,,,,4,,,,,
+29/11/2003,0,,,,,,,,,4.15,,,,,
+30/11/2003,0,,,,,,,,,5.35,,,,,
+01/12/2003,0.4,,,,,,,,,6,,,,,
+02/12/2003,0,,,,,,,,,3.15,,,,,
+03/12/2003,0,,,,,,,,,10.05,,,,,
+04/12/2003,4.2,,,,,,,,,9.05,,,,,
+05/12/2003,0,,,,,,,,,11.1,,,,,
+06/12/2003,0,,,,,,,,,6.6,,,,,
+07/12/2003,0,,,,,,,,,2.85,,,,,
+08/12/2003,0,,,,,,,,,-1.2,,,,,
+09/12/2003,0,,,,,,,,,0.4,,,,,
+10/12/2003,1.2,,,,,,,,,3.2,,,,,
+11/12/2003,0,,,,,,,,,2.25,,,,,
+12/12/2003,0,,,,,,,,,8.85,,,,,
+13/12/2003,0,,,,,,,,,8.1,,,,,
+14/12/2003,0,,,,,,,,,7.15,,,,,
+15/12/2003,0,,,,,,,,,4.4,,,,,
+16/12/2003,0,,,,,,,,,0.75,,,,,
+17/12/2003,0,,,,,,,,,1.85,,,,,
+18/12/2003,0,,,,,,,,,4.25,,,,,
+19/12/2003,0,,,,,,,,,4.2,,,,,
+20/12/2003,0,,,,,,,,,6.4,,,,,
+21/12/2003,0.2,,,,,,,,,6.55,,,,,
+22/12/2003,5,,,,,,,,,3.6,,,,,
+23/12/2003,0,,,,,,,,,-1.5,,,,,
+24/12/2003,0,,,,,,,,,-1.9,,,,,
+25/12/2003,0,,,,,,,,,0.35,,,,,
+26/12/2003,0,,,,,,,,,5.4,,,,,
+27/12/2003,0,,,,,,,,,3.7,,,,,
+28/12/2003,1.2,,,,,,,,,4.7,,,,,
+29/12/2003,30,,,,,,,,,5.6,,,,,
+30/12/2003,6.8,,,,,,,,,3.9,,,,,
+31/12/2003,0,,,,,,,,,2.65,,,,,
+01/01/2004,,,,,,,,,,3.6,,,,,
+02/01/2004,,,,,,,,,,2.65,,,,,
+03/01/2004,,,,,,,,,,0,,,,,
+04/01/2004,,,,,,,,,,-1.9,,,,,
+05/01/2004,,,,,,,,,,1.65,,,,,
+06/01/2004,,,,,,,,,,3.85,,,,,
+07/01/2004,,,,,,,,,,2.95,,,,,
+08/01/2004,,,,,,,,,,4.55,,,,,
+09/01/2004,,,,,,,,,,5.1,,,,,
+10/01/2004,,,,,,,,,,4.25,,,,,
+11/01/2004,,,,,,,,,,5.2,,,,,
+12/01/2004,,,,,,,,,,7.15,,,,,
+13/01/2004,,,,,,,,,,9.2,,,,,
+14/01/2004,,,,,,,,,,10.05,,,,,
+15/01/2004,,,,,,,,,,4.35,,,,,
+16/01/2004,,,,,,,,,,2.45,,,,,
+17/01/2004,,,,,,,,,,6.45,,,,,
+18/01/2004,,,,,,,,,,4.6,,,,,
+19/01/2004,,,,,,,,,,2.95,,,,,
+20/01/2004,,,,,,,,,,2.25,,,,,
+21/01/2004,,,,,,,,,,1.3,,,,,
+22/01/2004,,,,,,,,,,-1.9,,,,,
+23/01/2004,,,,,,,,,,-3.1,,,,,
+24/01/2004,,,,,,,,,,-2.9,,,,,
+25/01/2004,,,,,,,,,,-1.55,,,,,
+26/01/2004,,,,,,,,,,-1.3,,,,,
+27/01/2004,,,,,,,,,,3.35,,,,,
+28/01/2004,,,,,,,,,,0.2,,,,,
+29/01/2004,,,,,,,,,,-1.5,,,,,
+30/01/2004,,,,,,,,,,-1.3,,,,,
+31/01/2004,,,,,,,,,,0.9,,,,,
+01/02/2004,,,,,,,,,,3,,,,,
+02/02/2004,,,,,,,,,,3.9,,,,,
+03/02/2004,,,,,,,,,,4.1,,,,,
+04/02/2004,,,,,,,,,,9.3,,,,,
+05/02/2004,,,,,,,,,,4.8,,,,,
+06/02/2004,,,,,,,,,,6.25,,,,,
+07/02/2004,,,,,,,,,,5.4,,,,,
+08/02/2004,,,,,,,,,,5.7,,,,,
+09/02/2004,,,,,,,,,,4.3,,,,,
+10/02/2004,,,,,,,,,,4.75,,,,,
+11/02/2004,,,,,,,,,,5.1,,,,,
+12/02/2004,,,,,,,,,,3.2,,,,,
+13/02/2004,,,,,,,,,,0.65,,,,,
+14/02/2004,,,,,,,,,,3.55,,,,,
+15/02/2004,,,,,,,,,,4.95,,,,,
+16/02/2004,,,,,,,,,,4.85,,,,,
+17/02/2004,,,,,,,,,,3.8,,,,,
+18/02/2004,,,,,,,,,,3.15,,,,,
+19/02/2004,,,,,,,,,,1.85,,,,,
+20/02/2004,,,,,,,,,,6.25,,,,,
+21/02/2004,,,,,,,,,,9.9,,,,,
+22/02/2004,,,,,,,,,,8.2,,,,,
+23/02/2004,,,,,,,,,,6.35,,,,,
+24/02/2004,,,,,,,,,,3.05,,,,,
+25/02/2004,,,,,,,,,,1.4,,,,,
+26/02/2004,,,,,,,,,,4.85,,,,,
+27/02/2004,,,,,,,,,,2.75,,,,,
+28/02/2004,,,,,,,,,,-0.3,,,,,
+29/02/2004,,,,,,,,,,-0.3,,,,,
+01/03/2004,,,,,,,,,,-1.95,,,,,
+02/03/2004,,,,,,,,,,-2.55,,,,,
+03/03/2004,,,,,,,,,,-0.45,,,,,
+04/03/2004,,,,,,,,,,3.65,,,,,
+05/03/2004,,,,,,,,,,5.15,,,,,
+06/03/2004,,,,,,,,,,4.35,,,,,
+07/03/2004,,,,,,,,,,1.35,,,,,
+08/03/2004,,,,,,,,,,0.7,,,,,
+09/03/2004,,,,,,,,,,0.7,,,,,
+10/03/2004,,,,,,,,,,1.75,,,,,
+11/03/2004,,,,,,,,,,1,,,,,
+12/03/2004,,,,,,,,,,4,,,,,
+13/03/2004,,,,,,,,,,5.8,,,,,
+14/03/2004,,,,,,,,,,8.9,,,,,
+15/03/2004,,,,,,,,,,11.15,,,,,
+16/03/2004,,,,,,,,,,10.75,,,,,
+17/03/2004,,,,,,,,,,12.3,,,,,
+18/03/2004,,,,,,,,,,12.35,,,,,
+19/03/2004,,,,,,,,,,8.7,,,,,
+20/03/2004,,,,,,,,,,7.05,,,,,
+21/03/2004,,,,,,,,,,7.8,,,,,
+22/03/2004,,,,,,,,,,7.4,,,,,
+23/03/2004,,,,,,,,,,3.7,,,,,
+24/03/2004,,,,,,,,,,2.4,,,,,
+25/03/2004,,,,,,,,,,4.65,,,,,
+26/03/2004,,,,,,,,,,3.85,,,,,
+27/03/2004,,,,,,,,,,3.5,,,,,
+28/03/2004,,,,,,,,,,6.45,,,,,
+29/03/2004,,,,,,,,,,8,,,,,
+30/03/2004,,,,,,,,,,8.2,,,,,
+31/03/2004,,,,,,,,,,7.75,,,,,
+01/04/2004,,,,,,,,,,9,,,,,
+02/04/2004,,,,,,,,,,10.55,,,,,
+03/04/2004,,,,,,,,,,9.9,,,,,
+04/04/2004,,,,,,,,,,10.6,,,,,
+05/04/2004,,,,,,,,,,7.95,,,,,
+06/04/2004,,,,,,,,,,7.65,,,,,
+07/04/2004,,,,,,,,,,6.05,,,,,
+08/04/2004,,,,,,,,,,5.95,,,,,
+09/04/2004,,,,,,,,,,5.35,,,,,
+10/04/2004,,,,,,,,,,7,,,,,
+11/04/2004,,,,,,,,,,8.2,,,,,
+12/04/2004,,,,,,,,,,5.5,,,,,
+13/04/2004,,,,,,,,,,3.95,,,,,
+14/04/2004,,,,,,,,,,5.2,,,,,
+15/04/2004,,,,,,,,,,7.5,,,,,
+16/04/2004,,,,,,,,,,7.95,,,,,
+17/04/2004,,,,,,,,,,9.65,,,,,
+18/04/2004,,,,,,,,,,8.65,,,,,
+19/04/2004,,,,,,,,,,4.85,,,,,
+20/04/2004,,,,,,,,,,7.75,,,,,
+21/04/2004,,,,,,,,,,10.65,,,,,
+22/04/2004,,,,,,,,,,12.6,,,,,
+23/04/2004,,,,,,,,,,12.6,,,,,
+24/04/2004,,,,,,,,,,12.05,,,,,
+25/04/2004,,,,,,,,,,7.35,,,,,
+26/04/2004,,,,,,,,,,10,,,,,
+27/04/2004,,,,,,,,,,10.65,,,,,
+28/04/2004,,,,,,,,,,11.25,,,,,
+29/04/2004,,,,,,,,,,11.35,,,,,
+30/04/2004,,,,,,,,,,10.1,,,,,
+01/05/2004,,,,,,,,,,10.75,,,,,
+02/05/2004,,,,,,,,,,10.1,,,,,
+03/05/2004,,,,,,,,,,13.4,,,,,
+04/05/2004,,,,,,,,,,8.75,,,,,
+05/05/2004,,,,,,,,,,7.25,,,,,
+06/05/2004,,,,,,,,,,6.15,,,,,
+07/05/2004,,,,,,,,,,7.55,,,,,
+08/05/2004,,,,,,,,,,6.6,,,,,
+09/05/2004,,,,,,,,,,7.45,,,,,
+10/05/2004,,,,,,,,,,8.2,,,,,
+11/05/2004,,,,,,,,,,9.9,,,,,
+12/05/2004,,,,,,,,,,11,,,,,
+13/05/2004,,,,,,,,,,8.95,,,,,
+14/05/2004,,,,,,,,,,11.85,,,,,
+15/05/2004,,,,,,,,,,12,,,,,
+16/05/2004,,,,,,,,,,12.35,,,,,
+17/05/2004,,,,,,,,,,11.55,,,,,
+18/05/2004,,,,,,,,,,11.95,,,,,
+19/05/2004,,,,,,,,,,15.25,,,,,
+20/05/2004,,,,,,,,,,14.55,,,,,
+21/05/2004,,,,,,,,,,13.15,,,,,
+22/05/2004,,,,,,,,,,11.85,,,,,
+23/05/2004,,,,,,,,,,12,,,,,
+24/05/2004,,,,,,,,,,10.4,,,,,
+25/05/2004,,,,,,,,,,11.8,,,,,
+26/05/2004,,,,,,,,,,13,,,,,
+27/05/2004,,,,,,,,,,12.25,,,,,
+28/05/2004,,,,,,,,,,12.55,,,,,
+29/05/2004,,,,,,,,,,11.35,,,,,
+30/05/2004,,,,,,,,,,14,,,,,
+31/05/2004,,,,,,,,,,14.35,,,,,
+01/06/2004,,,,,,,,,,14.2,,,,,
+02/06/2004,,,,,,,,,,15.45,,,,,
+03/06/2004,,,,,,,,,,9.35,,,,,
+04/06/2004,,,,,,,,,,14.55,,,,,
+05/06/2004,,,,,,,,,,15,,,,,
+06/06/2004,,,,,,,,,,14.1,,,,,
+07/06/2004,,,,,,,,,,14.8,,,,,
+08/06/2004,,,,,,,,,,17.1,,,,,
+09/06/2004,,,,,,,,,,20,,,,,
+10/06/2004,,,,,,,,,,22.05,,,,,
+11/06/2004,,,,,,,,,,20.55,,,,,
+12/06/2004,,,,,,,,,,18.85,,,,,
+13/06/2004,,,,,,,,,,15.2,,,,,
+14/06/2004,,,,,,,,,,15.6,,,,,
+15/06/2004,,,,,,,,,,15.5,,,,,
+16/06/2004,,,,,,,,,,10.75,,,,,
+17/06/2004,,,,,,,,,,18.35,,,,,
+18/06/2004,,,,,,,,,,19.05,,,,,
+19/06/2004,,,,,,,,,,18.5,,,,,
+20/06/2004,,,,,,,,,,15.65,,,,,
+21/06/2004,,,,,,,,,,10.1,,,,,
+22/06/2004,,,,,,,,,,15.65,,,,,
+23/06/2004,,,,,,,,,,18.15,,,,,
+24/06/2004,,,,,,,,,,18.7,,,,,
+25/06/2004,,,,,,,,,,19.4,,,,,
+26/06/2004,,,,,,,,,,19.1,,,,,
+27/06/2004,,,,,,,,,,21.25,,,,,
+28/06/2004,,,,,,,,,,22.15,,,,,
+29/06/2004,,,,,,,,,,21.8,,,,,
+30/06/2004,,,,,,,,,,20.6,,,,,
+01/07/2004,,,,,,,,,,20.85,,,,,
+02/07/2004,,,,,,,,,,19.55,,,,,
+03/07/2004,,,,,,,,,,19.45,,,,,
+04/07/2004,,,,,,,,,,20.25,,,,,
+05/07/2004,,,,,,,,,,20.95,,,,,
+06/07/2004,,,,,,,,,,22.7,,,,,
+07/07/2004,,,,,,,,,,24.45,,,,,
+08/07/2004,,,,,,,,,,23.45,,,,,
+09/07/2004,,,,,,,,,,19.45,,,,,
+10/07/2004,,,,,,,,,,16.9,,,,,
+11/07/2004,,,,,,,,,,17.15,,,,,
+12/07/2004,,,,,,,,,,14.85,,,,,
+13/07/2004,,,,,,,,,,14.7,,,,,
+14/07/2004,,,,,,,,,,16.8,,,,,
+15/07/2004,,,,,,,,,,18,,,,,
+16/07/2004,,,,,,,,,,20.35,,,,,
+17/07/2004,,,,,,,,,,21.1,,,,,
+18/07/2004,,,,,,,,,,21.3,,,,,
+19/07/2004,,,,,,,,,,21.6,,,,,
+20/07/2004,,,,,,,,,,22.9,,,,,
+21/07/2004,,,,,,,,,,23.05,,,,,
+22/07/2004,,,,,,,,,,24.1,,,,,
+23/07/2004,,,,,,,,,,26.5,,,,,
+24/07/2004,,,,,,,,,,23.15,,,,,
+25/07/2004,,,,,,,,,,20.35,,,,,
+26/07/2004,,,,,,,,,,20.8,,,,,
+27/07/2004,,,,,,,,,,20.1,,,,,
+28/07/2004,,,,,,,,,,19.1,,,,,
+29/07/2004,,,,,,,,,,18.75,,,,,
+30/07/2004,,,,,,,,,,20,,,,,
+31/07/2004,,,,,,,,,,21.8,,,,,
+01/08/2004,,,,,,,,,,22.7,,,,,
+02/08/2004,,,,,,,,,,23.1,,,,,
+03/08/2004,,,,,,,,,,20.3,,,,,
+04/08/2004,,,,,,,,,,22,,,,,
+05/08/2004,,,,,,,,,,20.5,,,,,
+06/08/2004,,,,,,,,,,18.15,,,,,
+07/08/2004,,,,,,,,,,20,,,,,
+08/08/2004,,,,,,,,,,19.45,,,,,
+09/08/2004,,,,,,,,,,21.6,,,,,
+10/08/2004,,,,,,,,,,22.5,,,,,
+11/08/2004,,,,,,,,,,22.35,,,,,
+12/08/2004,,,,,,,,,,21.85,,,,,
+13/08/2004,,,,,,,,,,20.95,,,,,
+14/08/2004,,,,,,,,,,20.85,,,,,
+15/08/2004,,,,,,,,,,20.65,,,,,
+16/08/2004,,,,,,,,,,21.35,,,,,
+17/08/2004,,,,,,,,,,20.75,,,,,
+18/08/2004,,,,,,,,,,20.35,,,,,
+19/08/2004,,,,,,,,,,22.5,,,,,
+20/08/2004,,,,,,,,,,23.2,,,,,
+21/08/2004,,,,,,,,,,18.7,,,,,
+22/08/2004,,,,,,,,,,19.65,,,,,
+23/08/2004,,,,,,,,,,20.25,,,,,
+24/08/2004,,,,,,,,,,21.1,,,,,
+25/08/2004,,,,,,,,,,19.8,,,,,
+26/08/2004,,,,,,,,,,16.55,,,,,
+27/08/2004,,,,,,,,,,18.9,,,,,
+28/08/2004,,,,,,,,,,18.25,,,,,
+29/08/2004,,,,,,,,,,17.85,,,,,
+30/08/2004,,,,,,,,,,17.4,,,,,
+31/08/2004,,,,,,,,,,17.6,,,,,
+01/09/2004,,,,,,,,,,18.15,,,,,
+02/09/2004,,,,,,,,,,19.45,,,,,
+03/09/2004,,,,,,,,,,21.4,,,,,
+04/09/2004,,,,,,,,,,22.8,,,,,
+05/09/2004,,,,,,,,,,20.2,,,,,
+06/09/2004,,,,,,,,,,19.65,,,,,
+07/09/2004,,,,,,,,,,18.85,,,,,
+08/09/2004,,,,,,,,,,17.05,,,,,
+09/09/2004,,,,,,,,,,19.6,,,,,
+10/09/2004,,,,,,,,,,18.15,,,,,
+11/09/2004,,,,,,,,,,19.3,,,,,
+12/09/2004,,,,,,,,,,18.05,,,,,
+13/09/2004,,,,,,,,,,19.5,,,,,
+14/09/2004,,,,,,,,,,19.5,,,,,
+15/09/2004,,,,,,,,,,16.4,,,,,
+16/09/2004,,,,,,,,,,16.3,,,,,
+17/09/2004,,,,,,,,,,13.25,,,,,
+18/09/2004,,,,,,,,,,17.4,,,,,
+19/09/2004,,,,,,,,,,17.3,,,,,
+20/09/2004,,,,,,,,,,17.8,,,,,
+21/09/2004,,,,,,,,,,17.6,,,,,
+22/09/2004,,,,,,,,,,18.05,,,,,
+23/09/2004,,,,,,,,,,16.75,,,,,
+24/09/2004,,,,,,,,,,13.35,,,,,
+25/09/2004,,,,,,,,,,9.65,,,,,
+26/09/2004,,,,,,,,,,10.2,,,,,
+27/09/2004,,,,,,,,,,11.4,,,,,
+28/09/2004,,,,,,,,,,12.3,,,,,
+29/09/2004,,,,,,,,,,13.35,,,,,
+30/09/2004,,,,,,,,,,13.85,,,,,
+01/10/2004,,,,,,,,,,14.95,,,,,
+02/10/2004,,,,,,,,,,14.95,,,,,
+03/10/2004,,,,,,,,,,14.65,,,,,
+04/10/2004,,,,,,,,,,15.7,,,,,
+05/10/2004,,,,,,,,,,16.15,,,,,
+06/10/2004,,,,,,,,,,16.65,,,,,
+07/10/2004,,,,,,,,,,15.9,,,,,
+08/10/2004,,,,,,,,,,16.65,,,,,
+09/10/2004,,,,,,,,,,17,,,,,
+10/10/2004,,,,,,,,,,14.85,,,,,
+11/10/2004,,,,,,,,,,13.8,,,,,
+12/10/2004,,,,,,,,,,12.55,,,,,
+13/10/2004,,,,,,,,,,11.55,,,,,
+14/10/2004,,,,,,,,,,11.1,,,,,
+15/10/2004,,,,,,,,,,11.15,,,,,
+16/10/2004,,,,,,,,,,11.1,,,,,
+17/10/2004,,,,,,,,,,10.15,,,,,
+18/10/2004,,,,,,,,,,9.95,,,,,
+19/10/2004,,,,,,,,,,13.45,,,,,
+20/10/2004,,,,,,,,,,15.65,,,,,
+21/10/2004,,,,,,,,,,16.5,,,,,
+22/10/2004,,,,,,,,,,15.85,,,,,
+23/10/2004,,,,,,,,,,14.5,,,,,
+24/10/2004,,,,,,,,,,14.75,,,,,
+25/10/2004,,,,,,,,,,15.75,,,,,
+26/10/2004,,,,,,,,,,15.4,,,,,
+27/10/2004,,,,,,,,,,10.7,,,,,
+28/10/2004,,,,,,,,,,10.35,,,,,
+29/10/2004,,,,,,,,,,12.6,,,,,
+30/10/2004,,,,,,,,,,13.65,,,,,
+31/10/2004,,,,,,,,,,14.6,,,,,
+01/11/2004,,,,,,,,,,14.5,,,,,
+02/11/2004,,,,,,,,,,16.55,,,,,
+03/11/2004,,,,,,,,,,15.1,,,,,
+04/11/2004,,,,,,,,,,16.95,,,,,
+05/11/2004,,,,,,,,,,0,,,,,
+06/11/2004,,,,,,,,,,0,,,,,
+07/11/2004,,,,,,,,,,0,,,,,
+08/11/2004,,,,,,,,,,0,,,,,
+09/11/2004,,,,,,,,,,0,,,,,
+10/11/2004,,,,,,,,,,0,,,,,
+11/11/2004,,,,,,,,,,0,,,,,
+12/11/2004,,,,,,,,,,0,,,,,
+13/11/2004,,,,,,,,,,0,,,,,
+14/11/2004,,,,,,,,,,0,,,,,
+15/11/2004,,,,,,,,,,0,,,,,
+16/11/2004,,,,,,,,,,0,,,,,
+17/11/2004,,,,,,,,,,0,,,,,
+18/11/2004,,,,,,,,,,0,,,,,
+19/11/2004,,,,,,,,,,0,,,,,
+20/11/2004,,,,,,,,,,0,,,,,
+21/11/2004,,,,,,,,,,0,,,,,
+22/11/2004,,,,,,,,,,0,,,,,
+23/11/2004,,,,,,,,,,0,,,,,
+24/11/2004,,,,,,,,,,0,,,,,
+25/11/2004,,,,,,,,,,0,,,,,
+26/11/2004,,,,,,,,,,0,,,,,
+27/11/2004,,,,,,,,,,0,,,,,
+28/11/2004,,,,,,,,,,0,,,,,
+29/11/2004,,,,,,,,,,0,,,,,
+30/11/2004,,,,,,,,,,0,,,,,
+01/12/2004,,,,,,,,,,0,,,,,
+02/12/2004,,,,,,,,,,0,,,,,
+03/12/2004,,,,,,,,,,0,,,,,
+04/12/2004,,,,,,,,,,0,,,,,
+05/12/2004,,,,,,,,,,0,,,,,
+06/12/2004,,,,,,,,,,0,,,,,
+07/12/2004,,,,,,,,,,0,,,,,
+08/12/2004,,,,,,,,,,0,,,,,
+09/12/2004,,,,,,,,,,0,,,,,
+10/12/2004,,,,,,,,,,0,,,,,
+11/12/2004,,,,,,,,,,0,,,,,
+12/12/2004,,,,,,,,,,0,,,,,
+13/12/2004,,,,,,,,,,0,,,,,
+14/12/2004,,,,,,,,,,0,,,,,
+15/12/2004,,,,,,,,,,0,,,,,
+16/12/2004,,,,,,,,,,0,,,,,
+17/12/2004,,,,,,,,,,6.75,,,,,
+18/12/2004,,,,,,,,,,4.35,,,,,
+19/12/2004,,,,,,,,,,2.95,,,,,
+20/12/2004,,,,,,,,,,3.1,,,,,
+21/12/2004,,,,,,,,,,-0.5,,,,,
+22/12/2004,,,,,,,,,,-0.65,,,,,
+23/12/2004,,,,,,,,,,0.05,,,,,
+24/12/2004,,,,,,,,,,3.35,,,,,
+25/12/2004,,,,,,,,,,6.35,,,,,
+26/12/2004,,,,,,,,,,5.4,,,,,
+27/12/2004,,,,,,,,,,3.85,,,,,
+28/12/2004,,,,,,,,,,3.3,,,,,
+29/12/2004,,,,,,,,,,3.15,,,,,
+30/12/2004,,,,,,,,,,1.3,,,,,
+31/12/2004,,,,,,,,,,2.3,,,,,
+01/01/2005,0,,,,,,,,,2.95,,,,,
+02/01/2005,0,,,,,,,,,3.2,,,,,
+03/01/2005,0,,,,,,,,,2.85,,,,,
+04/01/2005,0,,,,,,,,,3.9,,,,,
+05/01/2005,0,,,,,,,,,4.85,,,,,
+06/01/2005,0,,,,,,,,,4.55,,,,,
+07/01/2005,0,,,,,,,,,6.9,,,,,
+08/01/2005,0,,,,,,,,,5.85,,,,,
+09/01/2005,0,,,,,,,,,5.15,,,,,
+10/01/2005,0,,,,,,,,,5.3,,,,,
+11/01/2005,0,,,,,,,,,4.7,,,,,
+12/01/2005,0,,,,,,,,,5.1,,,,,
+13/01/2005,0.8,,,,,,,,,4.35,,,,,
+14/01/2005,1,,,,,,,,,2.95,,,,,
+15/01/2005,0.2,,,,,,,,,2.25,,,,,
+16/01/2005,0,,,,,,,,,-0.55,,,,,
+17/01/2005,0,,,,,,,,,2.55,,,,,
+18/01/2005,0,,,,,,,,,1.9,,,,,
+19/01/2005,18.2,,,,,,,,,1.5,,,,,
+20/01/2005,6.6,,,,,,,,,3,,,,,
+21/01/2005,0,,,,,,,,,6.2,,,,,
+22/01/2005,0,,,,,,,,,6.1,,,,,
+23/01/2005,0,,,,,,,,,3,,,,,
+24/01/2005,8,,,,,,,,,-0.65,,,,,
+25/01/2005,0,,,,,,,,,-2.4,,,,,
+26/01/2005,0,,,,,,,,,-4.2,,,,,
+27/01/2005,0.2,,,,,,,,,-3.45,,,,,
+28/01/2005,0.4,,,,,,,,,-5,,,,,
+29/01/2005,0,,,,,,,,,-4.95,,,,,
+30/01/2005,0,,,,,,,,,-3.2,,,,,
+31/01/2005,0.2,,,,,,,,,-1.85,,,,,
+01/02/2005,0,,,,,,,,,1.45,,,,,
+02/02/2005,0,,,,,,,,,-0.3,,,,,
+03/02/2005,0,,,,,,,,,2.85,,,,,
+04/02/2005,0,,,,,,,,,1.3,,,,,
+05/02/2005,0,,,,,,,,,-2.25,,,,,
+06/02/2005,0,,,,,,,,,-0.95,,,,,
+07/02/2005,0,,,,,,,,,2.25,,,,,
+08/02/2005,0,,,,,,,,,2.2,,,,,
+09/02/2005,0,,,,,,,,,1.75,,,,,
+10/02/2005,0,,,,,,,,,0.5,,,,,
+11/02/2005,0,,,,,,,,,4.55,,,,,
+12/02/2005,0,,,,,,,,,6.45,,,,,
+13/02/2005,0,,,,,,,,,6.5,,,,,
+14/02/2005,0,,,,,,,,,1.6,,,,,
+15/02/2005,0,,,,,,,,,-0.3,,,,,
+16/02/2005,0,,,,,,,,,-1.5,,,,,
+17/02/2005,0,,,,,,,,,-0.35,,,,,
+18/02/2005,0,,,,,,,,,0.7,,,,,
+19/02/2005,0,,,,,,,,,1.05,,,,,
+20/02/2005,4,,,,,,,,,0.5,,,,,
+21/02/2005,5,,,,,,,,,-1.1,,,,,
+22/02/2005,4.2,,,,,,,,,-0.25,,,,,
+23/02/2005,2.2,,,,,,,,,-1.75,,,,,
+24/02/2005,4.6,,,,,,,,,-0.6,,,,,
+25/02/2005,4.6,,,,,,,,,0.9,,,,,
+26/02/2005,0,,,,,,,,,0.3,,,,,
+27/02/2005,0,,,,,,,,,-1.9,,,,,
+28/02/2005,3.6,,,,,,,,,-4.8,,,,,
+01/03/2005,0,,,,,,,,,-7.25,,,,,
+02/03/2005,0,,,,,,,,,-6.3,,,,,
+03/03/2005,0,,,,,,,,,-1,,,,,
+04/03/2005,13.8,,,,,,,,,1.5,,,,,
+05/03/2005,0,,,,,,,,,1,,,,,
+06/03/2005,0,,,,,,,,,-0.6,,,,,
+07/03/2005,2.2,,,,,,,,,-2.05,,,,,
+08/03/2005,0,,,,,,,,,-1.55,,,,,
+09/03/2005,0,,,,,,,,,3.15,,,,,
+10/03/2005,0,,,,,,,,,4.5,,,,,
+11/03/2005,0,,,,,,,,,2.95,,,,,
+12/03/2005,0,,,,,,,,,3.6,,,,,
+13/03/2005,0,,,,,,,,,4.8,,,,,
+14/03/2005,0,,,,,,,,,5.8,,,,,
+15/03/2005,0,,,,,,,,,7.1,,,,,
+16/03/2005,0,,,,,,,,,9.85,,,,,
+17/03/2005,0,,,,,,,,,11.25,,,,,
+18/03/2005,0,,,,,,,,,10.55,,,,,
+19/03/2005,0,,,,,,,,,10.25,,,,,
+20/03/2005,0,,,,,,,,,10.05,,,,,
+21/03/2005,0,,,,,,,,,10.25,,,,,
+22/03/2005,0,,,,,,,,,9.75,,,,,
+23/03/2005,0,,,,,,,,,11.1,,,,,
+24/03/2005,0.2,,,,,,,,,10.55,,,,,
+25/03/2005,8,,,,,,,,,10.2,,,,,
+26/03/2005,0.2,,,,,,,,,9.45,,,,,
+27/03/2005,0.4,,,,,,,,,8.4,,,,,
+28/03/2005,16.6,,,,,,,,,8.35,,,,,
+29/03/2005,0.8,,,,,,,,,8.7,,,,,
+30/03/2005,0.4,,,,,,,,,7.95,,,,,
+31/03/2005,0,,,,,,,,,9.65,,,,,
+01/04/2005,0.4,,,,,,,,,7.55,,,,,
+02/04/2005,0,,,,,,,,,7.4,,,,,
+03/04/2005,0,,,,,,,,,6.45,,,,,
+04/04/2005,0,,,,,,,,,8.2,,,,,
+05/04/2005,0,,,,,,,,,8.35,,,,,
+06/04/2005,0,,,,,,,,,9.7,,,,,
+07/04/2005,0,,,,,,,,,8.25,,,,,
+08/04/2005,0,,,,,,,,,6.35,,,,,
+09/04/2005,7.8,,,,,,,,,6.6,,,,,
+10/04/2005,4.4,,,,,,,,,6.3,,,,,
+11/04/2005,39.2,,,,,,,,,4.4,,,,,
+12/04/2005,7.8,,,,,,,,,7.25,,,,,
+13/04/2005,0,,,,,,,,,6.3,,,,,
+14/04/2005,0,,,,,,,,,7.5,,,,,
+15/04/2005,0.6,,,,,,,,,9.05,,,,,
+16/04/2005,12.6,,,,,,,,,5.45,,,,,
+17/04/2005,7.4,,,,,,,,,2.2,,,,,
+18/04/2005,15.6,,,,,,,,,6.25,,,,,
+19/04/2005,0,,,,,,,,,1.75,,,,,
+20/04/2005,1.8,,,,,,,,,1.05,,,,,
+21/04/2005,0,,,,,,,,,6.05,,,,,
+22/04/2005,0.4,,,,,,,,,7.1,,,,,
+23/04/2005,0,,,,,,,,,7.1,,,,,
+24/04/2005,0,,,,,,,,,9,,,,,
+25/04/2005,0.6,,,,,,,,,8.9,,,,,
+26/04/2005,0,,,,,,,,,10.95,,,,,
+27/04/2005,0,,,,,,,,,12.3,,,,,
+28/04/2005,0,,,,,,,,,14.15,,,,,
+29/04/2005,0,,,,,,,,,15.05,,,,,
+30/04/2005,0,,,,,,,,,16.4,,,,,
+01/05/2005,0,,,,,,,,,16.2,,,,,
+02/05/2005,0,,,,,,,,,17.1,,,,,
+03/05/2005,0,,,,,,,,,13.7,,,,,
+04/05/2005,0,,,,,,,,,12.45,,,,,
+05/05/2005,0,,,,,,,,,12.1,,,,,
+06/05/2005,0,,,,,,,,,12.15,,,,,
+07/05/2005,0,,,,,,,,,12.65,,,,,
+08/05/2005,0,,,,,,,,,11.6,,,,,
+09/05/2005,0,,,,,,,,,11.75,,,,,
+10/05/2005,0,,,,,,,,,11.3,,,,,
+11/05/2005,0.2,,,,,,,,,13,,,,,
+12/05/2005,0,,,,,,,,,13.4,,,,,
+13/05/2005,0.2,,,,,,,,,13.85,,,,,
+14/05/2005,0,,,,,,,,,13.2,,,,,
+15/05/2005,0,,,,,,,,,14.4,,,,,
+16/05/2005,0,,,,,,,,,12.4,,,,,
+17/05/2005,0,,,,,,,,,12.4,,,,,
+18/05/2005,25.6,,,,,,,,,9.55,,,,,
+19/05/2005,9.2,,,,,,,,,11.9,,,,,
+20/05/2005,0,,,,,,,,,12.75,,,,,
+21/05/2005,0,,,,,,,,,10.6,,,,,
+22/05/2005,0,,,,,,,,,16.1,,,,,
+23/05/2005,0,,,,,,,,,14.4,,,,,
+24/05/2005,0,,,,,,,,,15.15,,,,,
+25/05/2005,0,,,,,,,,,15.4,,,,,
+26/05/2005,0,,,,,,,,,17.9,,,,,
+27/05/2005,0,,,,,,,,,18.35,,,,,
+28/05/2005,0,,,,,,,,,19.6,,,,,
+29/05/2005,0,,,,,,,,,20,,,,,
+30/05/2005,9.2,,,,,,,,,19.75,,,,,
+31/05/2005,0,,,,,,,,,19.6,,,,,
+01/06/2005,0,,,,,,,,,18.4,,,,,
+02/06/2005,0,,,,,,,,,16.35,,,,,
+03/06/2005,2.4,,,,,,,,,17.9,,,,,
+04/06/2005,0,,,,,,,,,16.95,,,,,
+05/06/2005,0,,,,,,,,,17.75,,,,,
+06/06/2005,0,,,,,,,,,15,,,,,
+07/06/2005,0,,,,,,,,,15.1,,,,,
+08/06/2005,1.6,,,,,,,,,11.25,,,,,
+09/06/2005,0,,,,,,,,,9.9,,,,,
+10/06/2005,0,,,,,,,,,11.1,,,,,
+11/06/2005,0,,,,,,,,,11.75,,,,,
+12/06/2005,0,,,,,,,,,13,,,,,
+13/06/2005,0,,,,,,,,,16.1,,,,,
+14/06/2005,0.2,,,,,,,,,13.55,,,,,
+15/06/2005,15.2,,,,,,,,,15,,,,,
+16/06/2005,0.2,,,,,,,,,17.7,,,,,
+17/06/2005,0,,,,,,,,,19.45,,,,,
+18/06/2005,0,,,,,,,,,20.95,,,,,
+19/06/2005,0,,,,,,,,,20,,,,,
+20/06/2005,0,,,,,,,,,19.5,,,,,
+21/06/2005,0,,,,,,,,,20.7,,,,,
+22/06/2005,0,,,,,,,,,20.6,,,,,
+23/06/2005,0,,,,,,,,,20.65,,,,,
+24/06/2005,0,,,,,,,,,21.5,,,,,
+25/06/2005,0,,,,,,,,,21.8,,,,,
+26/06/2005,0,,,,,,,,,21.7,,,,,
+27/06/2005,0,,,,,,,,,23.95,,,,,
+28/06/2005,0,,,,,,,,,23.55,,,,,
+29/06/2005,0,,,,,,,,,23.3,,,,,
+30/06/2005,0,,,,,,,,,20.8,,,,,
+01/07/2005,0,,,,,,,,,18.55,,,,,
+02/07/2005,0,,,,,,,,,19.25,,,,,
+03/07/2005,0,,,,,,,,,20,,,,,
+04/07/2005,0,,,,,,,,,19.6,,,,,
+05/07/2005,0.2,,,,,,,,,16.9,,,,,
+06/07/2005,0,,,,,,,,,17.35,,,,,
+07/07/2005,0,,,,,,,,,18.9,,,,,
+08/07/2005,0,,,,,,,,,16.15,,,,,
+09/07/2005,0,,,,,,,,,15.95,,,,,
+10/07/2005,4.6,,,,,,,,,16.45,,,,,
+11/07/2005,8.4,,,,,,,,,16.35,,,,,
+12/07/2005,0.2,,,,,,,,,18.1,,,,,
+13/07/2005,0,,,,,,,,,18.3,,,,,
+14/07/2005,0,,,,,,,,,19.5,,,,,
+15/07/2005,0,,,,,,,,,20.75,,,,,
+16/07/2005,0,,,,,,,,,22.1,,,,,
+17/07/2005,0,,,,,,,,,22.9,,,,,
+18/07/2005,0,,,,,,,,,22.75,,,,,
+19/07/2005,0.2,,,,,,,,,20.5,,,,,
+20/07/2005,0,,,,,,,,,20.55,,,,,
+21/07/2005,0,,,,,,,,,20.35,,,,,
+22/07/2005,0,,,,,,,,,19.35,,,,,
+23/07/2005,0,,,,,,,,,20.1,,,,,
+24/07/2005,0,,,,,,,,,19.65,,,,,
+25/07/2005,0,,,,,,,,,21.65,,,,,
+26/07/2005,0,,,,,,,,,22.95,,,,,
+27/07/2005,0,,,,,,,,,23.8,,,,,
+28/07/2005,0,,,,,,,,,24.95,,,,,
+29/07/2005,0,,,,,,,,,26.7,,,,,
+30/07/2005,0,,,,,,,,,24.45,,,,,
+31/07/2005,0,,,,,,,,,23.5,,,,,
+01/08/2005,0,,,,,,,,,21.3,,,,,
+02/08/2005,0,,,,,,,,,22.1,,,,,
+03/08/2005,2.8,,,,,,,,,17.2,,,,,
+04/08/2005,4.6,,,,,,,,,19.15,,,,,
+05/08/2005,0,,,,,,,,,17.75,,,,,
+06/08/2005,0,,,,,,,,,19.1,,,,,
+07/08/2005,0,,,,,,,,,18.65,,,,,
+08/08/2005,10,,,,,,,,,16.9,,,,,
+09/08/2005,0,,,,,,,,,16.95,,,,,
+10/08/2005,0,,,,,,,,,18.5,,,,,
+11/08/2005,0.4,,,,,,,,,19.95,,,,,
+12/08/2005,3.2,,,,,,,,,19.8,,,,,
+13/08/2005,14.4,,,,,,,,,20.2,,,,,
+14/08/2005,0,,,,,,,,,19.8,,,,,
+15/08/2005,0,,,,,,,,,14.9,,,,,
+16/08/2005,13.6,,,,,,,,,15.35,,,,,
+17/08/2005,1.4,,,,,,,,,12.35,,,,,
+18/08/2005,0,,,,,,,,,19.2,,,,,
+19/08/2005,0,,,,,,,,,19.75,,,,,
+20/08/2005,0,,,,,,,,,18.9,,,,,
+21/08/2005,13.8,,,,,,,,,14.35,,,,,
+22/08/2005,3.4,,,,,,,,,12.8,,,,,
+23/08/2005,0.6,,,,,,,,,15.55,,,,,
+24/08/2005,0,,,,,,,,,17.1,,,,,
+25/08/2005,0,,,,,,,,,17.85,,,,,
+26/08/2005,0,,,,,,,,,17.25,,,,,
+27/08/2005,0,,,,,,,,,18.4,,,,,
+28/08/2005,0,,,,,,,,,15.85,,,,,
+29/08/2005,0,,,,,,,,,19.45,,,,,
+30/08/2005,0,,,,,,,,,20.25,,,,,
+31/08/2005,0,,,,,,,,,19.7,,,,,
+01/09/2005,0,,,,,,,,,19.7,,,,,
+02/09/2005,0,,,,,,,,,20.5,,,,,
+03/09/2005,0,,,,,,,,,20.65,,,,,
+04/09/2005,0,,,,,,,,,18.55,,,,,
+05/09/2005,0,,,,,,,,,16.5,,,,,
+06/09/2005,0,,,,,,,,,16.15,,,,,
+07/09/2005,5.6,,,,,,,,,15.5,,,,,
+08/09/2005,10,,,,,,,,,17.65,,,,,
+09/09/2005,21.2,,,,,,,,,17.8,,,,,
+10/09/2005,2.2,,,,,,,,,17.2,,,,,
+11/09/2005,0.4,,,,,,,,,17.85,,,,,
+12/09/2005,0,,,,,,,,,17.4,,,,,
+13/09/2005,10,,,,,,,,,17.85,,,,,
+14/09/2005,0,,,,,,,,,18.5,,,,,
+15/09/2005,0,,,,,,,,,18.45,,,,,
+16/09/2005,0,,,,,,,,,17.9,,,,,
+17/09/2005,4.2,,,,,,,,,16.45,,,,,
+18/09/2005,28.6,,,,,,,,,14.55,,,,,
+19/09/2005,14.8,,,,,,,,,13.7,,,,,
+20/09/2005,0,,,,,,,,,12.45,,,,,
+21/09/2005,0,,,,,,,,,13,,,,,
+22/09/2005,0,,,,,,,,,12.55,,,,,
+23/09/2005,0,,,,,,,,,12.15,,,,,
+24/09/2005,0,,,,,,,,,13.65,,,,,
+25/09/2005,0,,,,,,,,,13.85,,,,,
+26/09/2005,0,,,,,,,,,15.15,,,,,
+27/09/2005,0,,,,,,,,,15.5,,,,,
+28/09/2005,0,,,,,,,,,14.9,,,,,
+29/09/2005,0,,,,,,,,,15.35,,,,,
+30/09/2005,0,,,,,,,,,13.55,,,,,
+01/10/2005,0,,,,,,,,,10.9,,,,,
+02/10/2005,0,,,,,,,,,11.55,,,,,
+03/10/2005,0,,,,,,,,,9.95,,,,,
+04/10/2005,5.8,,,,,,,,,10.25,,,,,
+05/10/2005,8.2,,,,,,,,,10.5,,,,,
+06/10/2005,1.4,,,,,,,,,12.6,,,,,
+07/10/2005,5,,,,,,,,,7.75,,,,,
+08/10/2005,25.6,,,,,,,,,10.5,,,,,
+09/10/2005,11.2,,,,,,,,,12.8,,,,,
+10/10/2005,0,,,,,,,,,12.55,,,,,
+11/10/2005,0,,,,,,,,,11.85,,,,,
+12/10/2005,0,,,,,,,,,11.35,,,,,
+13/10/2005,0,,,,,,,,,11.8,,,,,
+14/10/2005,0,,,,,,,,,14.3,,,,,
+15/10/2005,0,,,,,,,,,13.15,,,,,
+16/10/2005,0,,,,,,,,,13.45,,,,,
+17/10/2005,0,,,,,,,,,11.75,,,,,
+18/10/2005,0,,,,,,,,,11.3,,,,,
+19/10/2005,0.2,,,,,,,,,11.4,,,,,
+20/10/2005,57.8,,,,,,,,,13.8,,,,,
+21/10/2005,11,,,,,,,,,13.35,,,,,
+22/10/2005,2.4,,,,,,,,,13.65,,,,,
+23/10/2005,0,,,,,,,,,9.2,,,,,
+24/10/2005,0,,,,,,,,,14.75,,,,,
+25/10/2005,0,,,,,,,,,14.5,,,,,
+26/10/2005,0.4,,,,,,,,,13.15,,,,,
+27/10/2005,0,,,,,,,,,14.15,,,,,
+28/10/2005,0,,,,,,,,,14,,,,,
+29/10/2005,0,,,,,,,,,14.15,,,,,
+30/10/2005,0,,,,,,,,,13.45,,,,,
+31/10/2005,0,,,,,,,,,11.9,,,,,
+01/11/2005,0.2,,,,,,,,,12.95,,,,,
+02/11/2005,20,,,,,,,,,11.6,,,,,
+03/11/2005,0,,,,,,,,,11.4,,,,,
+04/11/2005,0,,,,,,,,,11.85,,,,,
+05/11/2005,0,,,,,,,,,12.8,,,,,
+06/11/2005,26.2,,,,,,,,,11,,,,,
+07/11/2005,3.6,,,,,,,,,10.4,,,,,
+08/11/2005,0.2,,,,,,,,,11.75,,,,,
+09/11/2005,0,,,,,,,,,11.8,,,,,
+10/11/2005,0.2,,,,,,,,,11.55,,,,,
+11/11/2005,0,,,,,,,,,11.3,,,,,
+12/11/2005,0,,,,,,,,,10.2,,,,,
+13/11/2005,0,,,,,,,,,10.7,,,,,
+14/11/2005,0.4,,,,,,,,,11.05,,,,,
+15/11/2005,27.8,,,,,,,,,9.7,,,,,
+16/11/2005,32.4,,,,,,,,,9.45,,,,,
+17/11/2005,0,,,,,,,,,8.8,,,,,
+18/11/2005,5.4,,,,,,,,,5.55,,,,,
+19/11/2005,0,,,,,,,,,2.55,,,,,
+20/11/2005,0,,,,,,,,,1.6,,,,,
+21/11/2005,0,,,,,,,,,2.3,,,,,
+22/11/2005,3,,,,,,,,,1.5,,,,,
+23/11/2005,0,,,,,,,,,-0.15,,,,,
+24/11/2005,0,,,,,,,,,-0.9,,,,,
+25/11/2005,0,,,,,,,,,1.55,,,,,
+26/11/2005,44.4,,,,,,,,,6.6,,,,,
+27/11/2005,32.6,,,,,,,,,3.55,,,,,
+28/11/2005,5.2,,,,,,,,,3.75,,,,,
+29/11/2005,0.6,,,,,,,,,3.95,,,,,
+30/11/2005,9.8,,,,,,,,,4.2,,,,,
+01/12/2005,5.8,,,,,,,,,1.85,,,,,
+02/12/2005,0,,,,,,,,,3.85,,,,,
+03/12/2005,29.2,,,,,,,,,7.35,,,,,
+04/12/2005,7,,,,,,,,,6.6,,,,,
+05/12/2005,3.6,,,,,,,,,7.3,,,,,
+06/12/2005,23.8,,,,,,,,,3.5,,,,,
+07/12/2005,10.8,,,,,,,,,2.7,,,,,
+08/12/2005,0.2,,,,,,,,,3.3,,,,,
+09/12/2005,7.8,,,,,,,,,2.3,,,,,
+10/12/2005,16.4,,,,,,,,,2.1,,,,,
+11/12/2005,0,,,,,,,,,2.05,,,,,
+12/12/2005,4.2,,,,,,,,,3.7,,,,,
+13/12/2005,1.6,,,,,,,,,5,,,,,
+14/12/2005,0,,,,,,,,,6.85,,,,,
+15/12/2005,0,,,,,,,,,2.4,,,,,
+16/12/2005,0,,,,,,,,,3.85,,,,,
+17/12/2005,0,,,,,,,,,3.6,,,,,
+18/12/2005,4.4,,,,,,,,,-1.45,,,,,
+19/12/2005,0,,,,,,,,,-0.5,,,,,
+20/12/2005,0,,,,,,,,,1.8,,,,,
+21/12/2005,0.4,,,,,,,,,1.8,,,,,
+22/12/2005,0.8,,,,,,,,,2.35,,,,,
+23/12/2005,0,,,,,,,,,3.3,,,,,
+24/12/2005,0,,,,,,,,,3.55,,,,,
+25/12/2005,0,,,,,,,,,4.5,,,,,
+26/12/2005,11.4,,,,,,,,,3.75,,,,,
+27/12/2005,1.4,,,,,,,,,3.2,,,,,
+28/12/2005,2,,,,,,,,,0.4,,,,,
+29/12/2005,1.6,,,,,,,,,-3.7,,,,,
+30/12/2005,1.8,,,,,,,,,-3.35,,,,,
+31/12/2005,1,,,,,,,,,3.95,,,,,
+01/01/2006,8.6,,,,,,,,,5.1,,,,,
+02/01/2006,27.4,,,,,,,,,1.8,,,,,
+03/01/2006,4.4,,,,,,,,,1.5,,,,,
+04/01/2006,1.2,,,,,,,,,1.5,,,,,
+05/01/2006,0,,,,,,,,,2.3,,,,,
+06/01/2006,0,,,,,,,,,2.75,,,,,
+07/01/2006,0,,,,,,,,,2.15,,,,,
+08/01/2006,0,,,,,,,,,2.8,,,,,
+09/01/2006,0,,,,,,,,,1.8,,,,,
+10/01/2006,0,,,,,,,,,1.3,,,,,
+11/01/2006,0,,,,,,,,,1.35,,,,,
+12/01/2006,0,,,,,,,,,1.1,,,,,
+13/01/2006,0,,,,,,,,,0.8,,,,,
+14/01/2006,0,,,,,,,,,-0.75,,,,,
+15/01/2006,0,,,,,,,,,0.6,,,,,
+16/01/2006,0,,,,,,,,,1.55,,,,,
+17/01/2006,0,,,,,,,,,2.75,,,,,
+18/01/2006,0.2,,,,,,,,,5.2,,,,,
+19/01/2006,0,,,,,,,,,4,,,,,
+20/01/2006,0,,,,,,,,,4.45,,,,,
+21/01/2006,0,,,,,,,,,3.05,,,,,
+22/01/2006,0,,,,,,,,,2.2,,,,,
+23/01/2006,0,,,,,,,,,-2.05,,,,,
+24/01/2006,0,,,,,,,,,-4.15,,,,,
+25/01/2006,0,,,,,,,,,-2.25,,,,,
+26/01/2006,0,,,,,,,,,-1.5,,,,,
+27/01/2006,1.8,,,,,,,,,1.2,,,,,
+28/01/2006,6.2,,,,,,,,,4.8,,,,,
+29/01/2006,3.4,,,,,,,,,5.9,,,,,
+30/01/2006,3.2,,,,,,,,,6.3,,,,,
+31/01/2006,2.2,,,,,,,,,8.25,,,,,
+01/02/2006,0,,,,,,,,,9.2,,,,,
+02/02/2006,0,,,,,,,,,8.9,,,,,
+03/02/2006,0,,,,,,,,,0.9,,,,,
+04/02/2006,0,,,,,,,,,4.5,,,,,
+05/02/2006,0,,,,,,,,,0.95,,,,,
+06/02/2006,0,,,,,,,,,-2.95,,,,,
+07/02/2006,0,,,,,,,,,-0.85,,,,,
+08/02/2006,0,,,,,,,,,2.25,,,,,
+09/02/2006,0,,,,,,,,,4.85,,,,,
+10/02/2006,0,,,,,,,,,2.8,,,,,
+11/02/2006,0,,,,,,,,,2.05,,,,,
+12/02/2006,0,,,,,,,,,1.35,,,,,
+13/02/2006,0,,,,,,,,,0.7,,,,,
+14/02/2006,0,,,,,,,,,1.5,,,,,
+15/02/2006,0,,,,,,,,,3.9,,,,,
+16/02/2006,0.8,,,,,,,,,6.35,,,,,
+17/02/2006,1,,,,,,,,,7.1,,,,,
+18/02/2006,0,,,,,,,,,5.05,,,,,
+19/02/2006,0,,,,,,,,,6.5,,,,,
+20/02/2006,12.4,,,,,,,,,5.25,,,,,
+21/02/2006,15.2,,,,,,,,,2.05,,,,,
+22/02/2006,6.6,,,,,,,,,2.8,,,,,
+23/02/2006,0.2,,,,,,,,,4.15,,,,,
+24/02/2006,6.2,,,,,,,,,2.25,,,,,
+25/02/2006,8.4,,,,,,,,,2.45,,,,,
+26/02/2006,0.8,,,,,,,,,4.35,,,,,
+27/02/2006,0,,,,,,,,,2.65,,,,,
+28/02/2006,0,,,,,,,,,1.65,,,,,
+01/03/2006,1.4,,,,,,,,,2.05,,,,,
+02/03/2006,0,,,,,,,,,2.8,,,,,
+03/03/2006,0.2,,,,,,,,,4.05,,,,,
+04/03/2006,0,,,,,,,,,6.45,,,,,
+05/03/2006,0,,,,,,,,,6.3,,,,,
+06/03/2006,9.2,,,,,,,,,1.6,,,,,
+07/03/2006,0.6,,,,,,,,,-0.7,,,,,
+08/03/2006,0,,,,,,,,,0.5,,,,,
+09/03/2006,0.6,,,,,,,,,5.3,,,,,
+10/03/2006,0.8,,,,,,,,,5.75,,,,,
+11/03/2006,2.8,,,,,,,,,3.5,,,,,
+12/03/2006,0,,,,,,,,,2.6,,,,,
+13/03/2006,0,,,,,,,,,0.55,,,,,
+14/03/2006,0,,,,,,,,,4.25,,,,,
+15/03/2006,0,,,,,,,,,2.9,,,,,
+16/03/2006,6.4,,,,,,,,,2.45,,,,,
+17/03/2006,3.8,,,,,,,,,3.6,,,,,
+18/03/2006,0,,,,,,,,,3.65,,,,,
+19/03/2006,1,,,,,,,,,3.9,,,,,
+20/03/2006,4,,,,,,,,,6.1,,,,,
+21/03/2006,4.6,,,,,,,,,7.55,,,,,
+22/03/2006,4.4,,,,,,,,,7.9,,,,,
+23/03/2006,1,,,,,,,,,5.35,,,,,
+24/03/2006,23.6,,,,,,,,,4.9,,,,,
+25/03/2006,5.8,,,,,,,,,6.25,,,,,
+26/03/2006,0.6,,,,,,,,,8.8,,,,,
+27/03/2006,0,,,,,,,,,10,,,,,
+28/03/2006,0,,,,,,,,,7.9,,,,,
+29/03/2006,0,,,,,,,,,8.45,,,,,
+30/03/2006,0,,,,,,,,,8.85,,,,,
+31/03/2006,0,,,,,,,,,9.4,,,,,
+01/04/2006,0,,,,,,,,,11.25,,,,,
+02/04/2006,0,,,,,,,,,11.85,,,,,
+03/04/2006,0,,,,,,,,,10.3,,,,,
+04/04/2006,0,,,,,,,,,10.05,,,,,
+05/04/2006,0,,,,,,,,,7.9,,,,,
+06/04/2006,0,,,,,,,,,9.3,,,,,
+07/04/2006,3.6,,,,,,,,,7,,,,,
+08/04/2006,0,,,,,,,,,8.1,,,,,
+09/04/2006,0,,,,,,,,,9.65,,,,,
+10/04/2006,0,,,,,,,,,10.1,,,,,
+11/04/2006,4.8,,,,,,,,,6,,,,,
+12/04/2006,0,,,,,,,,,6.85,,,,,
+13/04/2006,0.6,,,,,,,,,7.3,,,,,
+14/04/2006,0,,,,,,,,,10,,,,,
+15/04/2006,0,,,,,,,,,9.9,,,,,
+16/04/2006,1.8,,,,,,,,,11,,,,,
+17/04/2006,0,,,,,,,,,10.8,,,,,
+18/04/2006,10,,,,,,,,,10.5,,,,,
+19/04/2006,2.6,,,,,,,,,11.3,,,,,
+20/04/2006,0,,,,,,,,,11.2,,,,,
+21/04/2006,0,,,,,,,,,11.05,,,,,
+22/04/2006,0,,,,,,,,,12.35,,,,,
+23/04/2006,0,,,,,,,,,12.2,,,,,
+24/04/2006,0,,,,,,,,,13.75,,,,,
+25/04/2006,0,,,,,,,,,14.95,,,,,
+26/04/2006,13.4,,,,,,,,,11.75,,,,,
+27/04/2006,18.8,,,,,,,,,10.5,,,,,
+28/04/2006,0,,,,,,,,,11.15,,,,,
+29/04/2006,4.2,,,,,,,,,10.2,,,,,
+30/04/2006,4.8,,,,,,,,,9.75,,,,,
+01/05/2006,11.4,,,,,,,,,9.45,,,,,
+02/05/2006,0,,,,,,,,,10.9,,,,,
+03/05/2006,0,,,,,,,,,13.6,,,,,
+04/05/2006,0,,,,,,,,,13.8,,,,,
+05/05/2006,0,,,,,,,,,12.7,,,,,
+06/05/2006,0,,,,,,,,,11.15,,,,,
+07/05/2006,1,,,,,,,,,12.1,,,,,
+08/05/2006,0,,,,,,,,,11.8,,,,,
+09/05/2006,0.8,,,,,,,,,10.05,,,,,
+10/05/2006,4.8,,,,,,,,,8.75,,,,,
+11/05/2006,12.8,,,,,,,,,10.85,,,,,
+12/05/2006,0.2,,,,,,,,,12.35,,,,,
+13/05/2006,0,,,,,,,,,12.45,,,,,
+14/05/2006,0,,,,,,,,,13,,,,,
+15/05/2006,0,,,,,,,,,13.65,,,,,
+16/05/2006,0,,,,,,,,,15.6,,,,,
+17/05/2006,0,,,,,,,,,16.3,,,,,
+18/05/2006,0,,,,,,,,,17.85,,,,,
+19/05/2006,0,,,,,,,,,17,,,,,
+20/05/2006,0,,,,,,,,,15.8,,,,,
+21/05/2006,0,,,,,,,,,15.35,,,,,
+22/05/2006,0,,,,,,,,,17.15,,,,,
+23/05/2006,0,,,,,,,,,18.3,,,,,
+24/05/2006,0,,,,,,,,,13.05,,,,,
+25/05/2006,0,,,,,,,,,14.2,,,,,
+26/05/2006,0,,,,,,,,,16.65,,,,,
+27/05/2006,0,,,,,,,,,17.4,,,,,
+28/05/2006,0,,,,,,,,,17.35,,,,,
+29/05/2006,0,,,,,,,,,16.55,,,,,
+30/05/2006,0,,,,,,,,,11.3,,,,,
+31/05/2006,0,,,,,,,,,10.85,,,,,
+01/06/2006,0.2,,,,,,,,,9.45,,,,,
+02/06/2006,1,,,,,,,,,8.05,,,,,
+03/06/2006,1.8,,,,,,,,,9,,,,,
+04/06/2006,0,,,,,,,,,12.95,,,,,
+05/06/2006,1.2,,,,,,,,,12.55,,,,,
+06/06/2006,0.2,,,,,,,,,11.35,,,,,
+07/06/2006,9,,,,,,,,,12.05,,,,,
+08/06/2006,0,,,,,,,,,11.6,,,,,
+09/06/2006,0,,,,,,,,,12.9,,,,,
+10/06/2006,0,,,,,,,,,14.3,,,,,
+11/06/2006,0.2,,,,,,,,,13.7,,,,,
+12/06/2006,0,,,,,,,,,14.3,,,,,
+13/06/2006,0,,,,,,,,,16.3,,,,,
+14/06/2006,0,,,,,,,,,18,,,,,
+15/06/2006,0,,,,,,,,,17.85,,,,,
+16/06/2006,0,,,,,,,,,17.9,,,,,
+17/06/2006,0,,,,,,,,,20.65,,,,,
+18/06/2006,0,,,,,,,,,21.15,,,,,
+19/06/2006,0,,,,,,,,,21.35,,,,,
+20/06/2006,0,,,,,,,,,24.1,,,,,
+21/06/2006,0,,,,,,,,,23.65,,,,,
+22/06/2006,0,,,,,,,,,23.3,,,,,
+23/06/2006,0,,,,,,,,,22.05,,,,,
+24/06/2006,0,,,,,,,,,22.8,,,,,
+25/06/2006,0,,,,,,,,,23.7,,,,,
+26/06/2006,0,,,,,,,,,23.55,,,,,
+27/06/2006,0,,,,,,,,,23.15,,,,,
+28/06/2006,0,,,,,,,,,24.8,,,,,
+29/06/2006,0,,,,,,,,,22.75,,,,,
+30/06/2006,0,,,,,,,,,22.25,,,,,
+01/07/2006,0,,,,,,,,,22.85,,,,,
+02/07/2006,0,,,,,,,,,21.5,,,,,
+03/07/2006,0,,,,,,,,,21.9,,,,,
+04/07/2006,0,,,,,,,,,20.2,,,,,
+05/07/2006,0,,,,,,,,,21.1,,,,,
+06/07/2006,0,,,,,,,,,21.25,,,,,
+07/07/2006,11.2,,,,,,,,,19.15,,,,,
+08/07/2006,0,,,,,,,,,18.55,,,,,
+09/07/2006,0,,,,,,,,,19.9,,,,,
+10/07/2006,0,,,,,,,,,21.35,,,,,
+11/07/2006,0,,,,,,,,,22.85,,,,,
+12/07/2006,0,,,,,,,,,22,,,,,
+13/07/2006,0,,,,,,,,,23.6,,,,,
+14/07/2006,0,,,,,,,,,22.6,,,,,
+15/07/2006,0,,,,,,,,,23.05,,,,,
+16/07/2006,0,,,,,,,,,22.05,,,,,
+17/07/2006,0,,,,,,,,,20.4,,,,,
+18/07/2006,0,,,,,,,,,20.5,,,,,
+19/07/2006,0,,,,,,,,,21,,,,,
+20/07/2006,0,,,,,,,,,23.95,,,,,
+21/07/2006,0,,,,,,,,,25.5,,,,,
+22/07/2006,0,,,,,,,,,25.1,,,,,
+23/07/2006,0,,,,,,,,,24.25,,,,,
+24/07/2006,12,,,,,,,,,23.95,,,,,
+25/07/2006,4.8,,,,,,,,,23.95,,,,,
+26/07/2006,0,,,,,,,,,23.7,,,,,
+27/07/2006,0,,,,,,,,,23.8,,,,,
+28/07/2006,0,,,,,,,,,23.65,,,,,
+29/07/2006,0,,,,,,,,,19.95,,,,,
+30/07/2006,34.4,,,,,,,,,22.35,,,,,
+31/07/2006,0,,,,,,,,,24.2,,,,,
+01/08/2006,0,,,,,,,,,23.65,,,,,
+02/08/2006,0,,,,,,,,,21.55,,,,,
+03/08/2006,0,,,,,,,,,19.7,,,,,
+04/08/2006,2.6,,,,,,,,,17.95,,,,,
+05/08/2006,0,,,,,,,,,18.45,,,,,
+06/08/2006,0.2,,,,,,,,,18.35,,,,,
+07/08/2006,0,,,,,,,,,18.4,,,,,
+08/08/2006,0,,,,,,,,,18.65,,,,,
+09/08/2006,24.2,,,,,,,,,17.3,,,,,
+10/08/2006,19,,,,,,,,,17.4,,,,,
+11/08/2006,0,,,,,,,,,17.9,,,,,
+12/08/2006,6,,,,,,,,,17.35,,,,,
+13/08/2006,0,,,,,,,,,16.35,,,,,
+14/08/2006,0,,,,,,,,,16.2,,,,,
+15/08/2006,1.4,,,,,,,,,18.1,,,,,
+16/08/2006,1,,,,,,,,,18.95,,,,,
+17/08/2006,0,,,,,,,,,20.4,,,,,
+18/08/2006,0.6,,,,,,,,,20.65,,,,,
+19/08/2006,0.2,,,,,,,,,21.75,,,,,
+20/08/2006,0,,,,,,,,,23.15,,,,,
+21/08/2006,2.2,,,,,,,,,19.9,,,,,
+22/08/2006,0,,,,,,,,,19.4,,,,,
+23/08/2006,0,,,,,,,,,19.2,,,,,
+24/08/2006,0,,,,,,,,,18.3,,,,,
+25/08/2006,0,,,,,,,,,18.5,,,,,
+26/08/2006,0,,,,,,,,,17.6,,,,,
+27/08/2006,0,,,,,,,,,16.85,,,,,
+28/08/2006,0,,,,,,,,,17.2,,,,,
+29/08/2006,0,,,,,,,,,18.35,,,,,
+30/08/2006,2.8,,,,,,,,,15.7,,,,,
+31/08/2006,0,,,,,,,,,15.75,,,,,
+01/09/2006,0,,,,,,,,,17.4,,,,,
+02/09/2006,0,,,,,,,,,19.2,,,,,
+03/09/2006,0,,,,,,,,,18.65,,,,,
+04/09/2006,0,,,,,,,,,20.6,,,,,
+05/09/2006,0,,,,,,,,,21.75,,,,,
+06/09/2006,0,,,,,,,,,23.6,,,,,
+07/09/2006,0,,,,,,,,,23.35,,,,,
+08/09/2006,0,,,,,,,,,22.05,,,,,
+09/09/2006,0,,,,,,,,,19.55,,,,,
+10/09/2006,0,,,,,,,,,19.2,,,,,
+11/09/2006,0,,,,,,,,,19.7,,,,,
+12/09/2006,0,,,,,,,,,19.55,,,,,
+13/09/2006,7,,,,,,,,,18.55,,,,,
+14/09/2006,24.2,,,,,,,,,16.25,,,,,
+15/09/2006,69.4,,,,,,,,,17.95,,,,,
+16/09/2006,0,,,,,,,,,14.5,,,,,
+17/09/2006,29.2,,,,,,,,,13.15,,,,,
+18/09/2006,8.2,,,,,,,,,16,,,,,
+19/09/2006,0.2,,,,,,,,,16.3,,,,,
+20/09/2006,0.2,,,,,,,,,17.4,,,,,
+21/09/2006,0,,,,,,,,,17.8,,,,,
+22/09/2006,0,,,,,,,,,17.7,,,,,
+23/09/2006,0,,,,,,,,,16.9,,,,,
+24/09/2006,0,,,,,,,,,17,,,,,
+25/09/2006,4.6,,,,,,,,,13.5,,,,,
+26/09/2006,9.6,,,,,,,,,14.7,,,,,
+27/09/2006,0,,,,,,,,,15.05,,,,,
+28/09/2006,0,,,,,,,,,15.9,,,,,
+29/09/2006,0,,,,,,,,,15.9,,,,,
+30/09/2006,0,,,,,,,,,15.5,,,,,
+01/10/2006,0,,,,,,,,,15.35,,,,,
+02/10/2006,0,,,,,,,,,16.75,,,,,
+03/10/2006,0,,,,,,,,,16.95,,,,,
+04/10/2006,0,,,,,,,,,14.45,,,,,
+05/10/2006,0.4,,,,,,,,,13.4,,,,,
+06/10/2006,2,,,,,,,,,13.5,,,,,
+07/10/2006,0,,,,,,,,,12.25,,,,,
+08/10/2006,9.2,,,,,,,,,12.8,,,,,
+09/10/2006,0,,,,,,,,,12.05,,,,,
+10/10/2006,0,,,,,,,,,13.85,,,,,
+11/10/2006,0,,,,,,,,,13.9,,,,,
+12/10/2006,0,,,,,,,,,15.3,,,,,
+13/10/2006,0,,,,,,,,,14.2,,,,,
+14/10/2006,0,,,,,,,,,13,,,,,
+15/10/2006,0,,,,,,,,,12.55,,,,,
+16/10/2006,0,,,,,,,,,11.7,,,,,
+17/10/2006,0,,,,,,,,,10.6,,,,,
+18/10/2006,0,,,,,,,,,10.45,,,,,
+19/10/2006,0,,,,,,,,,10.3,,,,,
+20/10/2006,23.8,,,,,,,,,12.55,,,,,
+21/10/2006,9.4,,,,,,,,,13.15,,,,,
+22/10/2006,5,,,,,,,,,13.8,,,,,
+23/10/2006,0.2,,,,,,,,,14.95,,,,,
+24/10/2006,0,,,,,,,,,14.8,,,,,
+25/10/2006,0,,,,,,,,,14.4,,,,,
+26/10/2006,0,,,,,,,,,16.8,,,,,
+27/10/2006,0,,,,,,,,,18.5,,,,,
+28/10/2006,0,,,,,,,,,16.45,,,,,
+29/10/2006,0,,,,,,,,,17.95,,,,,
+30/10/2006,0,,,,,,,,,13.7,,,,,
+31/10/2006,0,,,,,,,,,11.9,,,,,
+01/11/2006,1,,,,,,,,,12.45,,,,,
+02/11/2006,0.2,,,,,,,,,7,,,,,
+03/11/2006,0,,,,,,,,,2.65,,,,,
+04/11/2006,0,,,,,,,,,3.9,,,,,
+05/11/2006,0,,,,,,,,,6.15,,,,,
+06/11/2006,0,,,,,,,,,9.3,,,,,
+07/11/2006,0,,,,,,,,,10,,,,,
+08/11/2006,0.2,,,,,,,,,9.55,,,,,
+09/11/2006,0,,,,,,,,,12,,,,,
+10/11/2006,0,,,,,,,,,9.95,,,,,
+11/11/2006,0,,,,,,,,,7.5,,,,,
+12/11/2006,0,,,,,,,,,10.35,,,,,
+13/11/2006,0,,,,,,,,,9.9,,,,,
+14/11/2006,0,,,,,,,,,10.05,,,,,
+15/11/2006,0,,,,,,,,,10.2,,,,,
+16/11/2006,0,,,,,,,,,9.9,,,,,
+17/11/2006,0,,,,,,,,,11.6,,,,,
+18/11/2006,0.2,,,,,,,,,10.75,,,,,
+19/11/2006,11.6,,,,,,,,,10,,,,,
+20/11/2006,0,,,,,,,,,11.5,,,,,
+21/11/2006,0,,,,,,,,,8.65,,,,,
+22/11/2006,8.2,,,,,,,,,6.75,,,,,
+23/11/2006,1,,,,,,,,,7.5,,,,,
+24/11/2006,0,,,,,,,,,8.8,,,,,
+25/11/2006,0.4,,,,,,,,,10.55,,,,,
+26/11/2006,0,,,,,,,,,11.55,,,,,
+27/11/2006,0,,,,,,,,,10.5,,,,,
+28/11/2006,0.2,,,,,,,,,9.35,,,,,
+29/11/2006,0,,,,,,,,,8.45,,,,,
+30/11/2006,0.2,,,,,,,,,8.2,,,,,
+01/12/2006,0,,,,,,,,,7.75,,,,,
+02/12/2006,0.2,,,,,,,,,7.05,,,,,
+03/12/2006,0,,,,,,,,,7.75,,,,,
+04/12/2006,0,,,,,,,,,9.95,,,,,
+05/12/2006,0,,,,,,,,,11.55,,,,,
+06/12/2006,0,,,,,,,,,5.55,,,,,
+07/12/2006,0.4,,,,,,,,,10.75,,,,,
+08/12/2006,0.4,,,,,,,,,4.35,,,,,
+09/12/2006,38.8,,,,,,,,,7,,,,,
+10/12/2006,4,,,,,,,,,6.05,,,,,
+11/12/2006,0,,,,,,,,,4.55,,,,,
+12/12/2006,0,,,,,,,,,3.8,,,,,
+13/12/2006,0,,,,,,,,,5.85,,,,,
+14/12/2006,0,,,,,,,,,7.5,,,,,
+15/12/2006,0,,,,,,,,,10.95,,,,,
+16/12/2006,0,,,,,,,,,10.1,,,,,
+17/12/2006,21,,,,,,,,,8.4,,,,,
+18/12/2006,16.2,,,,,,,,,2.55,,,,,
+19/12/2006,3.2,,,,,,,,,2.95,,,,,
+20/12/2006,0.8,,,,,,,,,2,,,,,
+21/12/2006,0,,,,,,,,,1.85,,,,,
+22/12/2006,0,,,,,,,,,4.1,,,,,
+23/12/2006,0,,,,,,,,,4.95,,,,,
+24/12/2006,0,,,,,,,,,6.95,,,,,
+25/12/2006,0,,,,,,,,,7.35,,,,,
+26/12/2006,0,,,,,,,,,6.65,,,,,
+27/12/2006,0,,,,,,,,,5.05,,,,,
+28/12/2006,0,,,,,,,,,3.65,,,,,
+29/12/2006,0,,,,,,,,,5.5,,,,,
+30/12/2006,0,,,,,,,,,7.4,,,,,
+31/12/2006,0,,,,,,,,,7.15,,,,,
+01/01/2007,0,,,,,,,,,7.7,,,,,
+02/01/2007,0.2,,,,,,,,,6.15,,,,,
+03/01/2007,0,,,,,,,,,3.85,,,,,
+04/01/2007,0,,,,,,,,,4.1,,,,,
+05/01/2007,0,,,,,,,,,6.25,,,,,
+06/01/2007,0,,,,,,,,,7.1,,,,,
+07/01/2007,0,,,,,,,,,6.45,,,,,
+08/01/2007,0,,,,,,,,,6.15,,,,,
+09/01/2007,8.4,,,,,,,,,7.5,,,,,
+10/01/2007,0,,,,,,,,,8.55,,,,,
+11/01/2007,0,,,,,,,,,3.4,,,,,
+12/01/2007,0,,,,,,,,,7.85,,,,,
+13/01/2007,0,,,,,,,,,11.5,,,,,
+14/01/2007,0,,,,,,,,,6.55,,,,,
+15/01/2007,0,,,,,,,,,6.35,,,,,
+16/01/2007,0,,,,,,,,,6.75,,,,,
+17/01/2007,0.2,,,,,,,,,7.2,,,,,
+18/01/2007,1.2,,,,,,,,,8.2,,,,,
+19/01/2007,0,,,,,,,,,9.75,,,,,
+20/01/2007,0,,,,,,,,,10.45,,,,,
+21/01/2007,0,,,,,,,,,8.15,,,,,
+22/01/2007,0,,,,,,,,,8.4,,,,,
+23/01/2007,3.2,,,,,,,,,5.45,,,,,
+24/01/2007,19.8,,,,,,,,,1.1,,,,,
+25/01/2007,12.2,,,,,,,,,1.5,,,,,
+26/01/2007,0.8,,,,,,,,,-0.15,,,,,
+27/01/2007,5.6,,,,,,,,,-0.55,,,,,
+28/01/2007,3,,,,,,,,,3.15,,,,,
+29/01/2007,0,,,,,,,,,3.9,,,,,
+30/01/2007,0,,,,,,,,,-0.25,,,,,
+31/01/2007,0,,,,,,,,,5.05,,,,,
+01/02/2007,0.2,,,,,,,,,7.55,,,,,
+02/02/2007,0,,,,,,,,,7.65,,,,,
+03/02/2007,0,,,,,,,,,6.4,,,,,
+04/02/2007,0,,,,,,,,,5.3,,,,,
+05/02/2007,0,,,,,,,,,4.6,,,,,
+06/02/2007,0,,,,,,,,,3.65,,,,,
+07/02/2007,0.4,,,,,,,,,6.25,,,,,
+08/02/2007,4,,,,,,,,,2,,,,,
+09/02/2007,16,,,,,,,,,6.5,,,,,
+10/02/2007,3.8,,,,,,,,,7.2,,,,,
+11/02/2007,0.2,,,,,,,,,1.95,,,,,
+12/02/2007,0,,,,,,,,,6.85,,,,,
+13/02/2007,18.4,,,,,,,,,7.3,,,,,
+14/02/2007,0,,,,,,,,,6.05,,,,,
+15/02/2007,5,,,,,,,,,6.95,,,,,
+16/02/2007,0.4,,,,,,,,,7.55,,,,,
+17/02/2007,0,,,,,,,,,0.4,,,,,
+18/02/2007,0,,,,,,,,,3.45,,,,,
+19/02/2007,0.8,,,,,,,,,4.05,,,,,
+20/02/2007,0.2,,,,,,,,,7.1,,,,,
+21/02/2007,0,,,,,,,,,2.5,,,,,
+22/02/2007,13.2,,,,,,,,,1.05,,,,,
+23/02/2007,0.2,,,,,,,,,6.35,,,,,
+24/02/2007,0,,,,,,,,,7.35,,,,,
+25/02/2007,0.4,,,,,,,,,6.9,,,,,
+26/02/2007,14,,,,,,,,,7.45,,,,,
+27/02/2007,1.6,,,,,,,,,7.15,,,,,
+28/02/2007,0,,,,,,,,,2.2,,,,,
+01/03/2007,0,,,,,,,,,9.3,,,,,
+02/03/2007,0,,,,,,,,,9.15,,,,,
+03/03/2007,0,,,,,,,,,8.25,,,,,
+04/03/2007,0,,,,,,,,,11.65,,,,,
+05/03/2007,0,,,,,,,,,11.4,,,,,
+06/03/2007,0,,,,,,,,,9.3,,,,,
+07/03/2007,4,,,,,,,,,6.9,,,,,
+08/03/2007,5.4,,,,,,,,,8.15,,,,,
+09/03/2007,0,,,,,,,,,7.7,,,,,
+10/03/2007,0,,,,,,,,,5.35,,,,,
+11/03/2007,0,,,,,,,,,6.35,,,,,
+12/03/2007,0,,,,,,,,,8.05,,,,,
+13/03/2007,0,,,,,,,,,9.9,,,,,
+14/03/2007,0,,,,,,,,,9.85,,,,,
+15/03/2007,0,,,,,,,,,11.3,,,,,
+16/03/2007,0,,,,,,,,,11.35,,,,,
+17/03/2007,0,,,,,,,,,10.65,,,,,
+18/03/2007,0,,,,,,,,,8.25,,,,,
+19/03/2007,0,,,,,,,,,4.85,,,,,
+20/03/2007,27.2,,,,,,,,,1.4,,,,,
+21/03/2007,10.2,,,,,,,,,0.85,,,,,
+22/03/2007,0.2,,,,,,,,,2.85,,,,,
+23/03/2007,0,,,,,,,,,3.45,,,,,
+24/03/2007,0,,,,,,,,,2.7,,,,,
+25/03/2007,8.4,,,,,,,,,2.7,,,,,
+26/03/2007,3.4,,,,,,,,,5.75,,,,,
+27/03/2007,1.6,,,,,,,,,5.2,,,,,
+28/03/2007,0,,,,,,,,,5.15,,,,,
+29/03/2007,0,,,,,,,,,6.6,,,,,
+30/03/2007,0,,,,,,,,,8.15,,,,,
+31/03/2007,10,,,,,,,,,7.6,,,,,
+01/04/2007,0,,,,,,,,,10.35,,,,,
+02/04/2007,0,,,,,,,,,10.45,,,,,
+03/04/2007,0,,,,,,,,,9.4,,,,,
+04/04/2007,3.2,,,,,,,,,8.05,,,,,
+05/04/2007,0.6,,,,,,,,,9.55,,,,,
+06/04/2007,0,,,,,,,,,9.55,,,,,
+07/04/2007,0,,,,,,,,,10.35,,,,,
+08/04/2007,0,,,,,,,,,9.3,,,,,
+09/04/2007,0,,,,,,,,,11.15,,,,,
+10/04/2007,0,,,,,,,,,11.2,,,,,
+11/04/2007,0,,,,,,,,,12.3,,,,,
+12/04/2007,0,,,,,,,,,15.1,,,,,
+13/04/2007,0,,,,,,,,,15.95,,,,,
+14/04/2007,0,,,,,,,,,12.3,,,,,
+15/04/2007,0,,,,,,,,,13.35,,,,,
+16/04/2007,0,,,,,,,,,16.4,,,,,
+17/04/2007,0,,,,,,,,,12.7,,,,,
+18/04/2007,0,,,,,,,,,13,,,,,
+19/04/2007,0,,,,,,,,,13.65,,,,,
+20/04/2007,0,,,,,,,,,14.9,,,,,
+21/04/2007,0,,,,,,,,,16,,,,,
+22/04/2007,0,,,,,,,,,16.45,,,,,
+23/04/2007,0,,,,,,,,,16.3,,,,,
+24/04/2007,0,,,,,,,,,15.95,,,,,
+25/04/2007,0,,,,,,,,,16,,,,,
+26/04/2007,0,,,,,,,,,13.8,,,,,
+27/04/2007,0,,,,,,,,,13.95,,,,,
+28/04/2007,0,,,,,,,,,9.4,,,,,
+29/04/2007,0,,,,,,,,,12.55,,,,,
+30/04/2007,0.4,,,,,,,,,10.3,,,,,
+01/05/2007,0.2,,,,,,,,,12.6,,,,,
+02/05/2007,9,,,,,,,,,11.15,,,,,
+03/05/2007,1.4,,,,,,,,,10.45,,,,,
+04/05/2007,9,,,,,,,,,11.45,,,,,
+05/05/2007,0.6,,,,,,,,,10.7,,,,,
+06/05/2007,0.6,,,,,,,,,10.7,,,,,
+07/05/2007,4,,,,,,,,,12.85,,,,,
+08/05/2007,1.6,,,,,,,,,14.75,,,,,
+09/05/2007,0,,,,,,,,,13.75,,,,,
+10/05/2007,0,,,,,,,,,15.85,,,,,
+11/05/2007,0.2,,,,,,,,,10.4,,,,,
+12/05/2007,0,,,,,,,,,15.95,,,,,
+13/05/2007,0,,,,,,,,,16.7,,,,,
+14/05/2007,0,,,,,,,,,16.6,,,,,
+15/05/2007,0,,,,,,,,,13.6,,,,,
+16/05/2007,0,,,,,,,,,11.3,,,,,
+17/05/2007,0,,,,,,,,,11.25,,,,,
+18/05/2007,0,,,,,,,,,12.9,,,,,
+19/05/2007,0,,,,,,,,,13.2,,,,,
+20/05/2007,0,,,,,,,,,14.6,,,,,
+21/05/2007,0,,,,,,,,,16.6,,,,,
+22/05/2007,0,,,,,,,,,19.7,,,,,
+23/05/2007,0,,,,,,,,,20.3,,,,,
+24/05/2007,0.2,,,,,,,,,20.65,,,,,
+25/05/2007,0,,,,,,,,,20.85,,,,,
+26/05/2007,0,,,,,,,,,18.75,,,,,
+27/05/2007,0,,,,,,,,,16.2,,,,,
+28/05/2007,0.2,,,,,,,,,10.8,,,,,
+29/05/2007,45,,,,,,,,,9.05,,,,,
+30/05/2007,6.4,,,,,,,,,12.55,,,,,
+31/05/2007,0,,,,,,,,,12.45,,,,,
+01/06/2007,0,,,,,,,,,11.3,,,,,
+02/06/2007,13.6,,,,,,,,,11.4,,,,,
+03/06/2007,0.6,,,,,,,,,13.5,,,,,
+04/06/2007,0.8,,,,,,,,,15.9,,,,,
+05/06/2007,11.8,,,,,,,,,15.05,,,,,
+06/06/2007,0.2,,,,,,,,,15.15,,,,,
+07/06/2007,12.8,,,,,,,,,16.35,,,,,
+08/06/2007,0,,,,,,,,,17.2,,,,,
+09/06/2007,0,,,,,,,,,17.45,,,,,
+10/06/2007,1.6,,,,,,,,,18.45,,,,,
+11/06/2007,1.4,,,,,,,,,18.15,,,,,
+12/06/2007,0,,,,,,,,,17.05,,,,,
+13/06/2007,0,,,,,,,,,17,,,,,
+14/06/2007,15.4,,,,,,,,,18.35,,,,,
+15/06/2007,0,,,,,,,,,17.6,,,,,
+16/06/2007,0,,,,,,,,,17.35,,,,,
+17/06/2007,0,,,,,,,,,18.55,,,,,
+18/06/2007,0,,,,,,,,,20,,,,,
+19/06/2007,0,,,,,,,,,22.35,,,,,
+20/06/2007,0,,,,,,,,,22.6,,,,,
+21/06/2007,0,,,,,,,,,21.15,,,,,
+22/06/2007,0,,,,,,,,,19.65,,,,,
+23/06/2007,0,,,,,,,,,19.4,,,,,
+24/06/2007,0,,,,,,,,,19.75,,,,,
+25/06/2007,0,,,,,,,,,22.5,,,,,
+26/06/2007,0,,,,,,,,,17.65,,,,,
+27/06/2007,0,,,,,,,,,16.05,,,,,
+28/06/2007,0,,,,,,,,,17.4,,,,,
+29/06/2007,0,,,,,,,,,16.95,,,,,
+30/06/2007,0,,,,,,,,,19.35,,,,,
+01/07/2007,0,,,,,,,,,19.9,,,,,
+02/07/2007,0,,,,,,,,,18.85,,,,,
+03/07/2007,0,,,,,,,,,18.65,,,,,
+04/07/2007,0,,,,,,,,,16.65,,,,,
+05/07/2007,0,,,,,,,,,17,,,,,
+06/07/2007,0,,,,,,,,,17.95,,,,,
+07/07/2007,0,,,,,,,,,18.05,,,,,
+08/07/2007,0,,,,,,,,,19.65,,,,,
+09/07/2007,0,,,,,,,,,21.1,,,,,
+10/07/2007,0,,,,,,,,,16.75,,,,,
+11/07/2007,0,,,,,,,,,16.3,,,,,
+12/07/2007,0,,,,,,,,,16.75,,,,,
+13/07/2007,0,,,,,,,,,18.65,,,,,
+14/07/2007,0,,,,,,,,,20.5,,,,,
+15/07/2007,0,,,,,,,,,23.5,,,,,
+16/07/2007,0,,,,,,,,,24.85,,,,,
+17/07/2007,0,,,,,,,,,25.2,,,,,
+18/07/2007,0,,,,,,,,,25.6,,,,,
+19/07/2007,0,,,,,,,,,25.3,,,,,
+20/07/2007,0,,,,,,,,,24.3,,,,,
+21/07/2007,0,,,,,,,,,23.6,,,,,
+22/07/2007,0,,,,,,,,,22.55,,,,,
+23/07/2007,0,,,,,,,,,23.6,,,,,
+24/07/2007,0,,,,,,,,,22.4,,,,,
+25/07/2007,0,,,,,,,,,22.45,,,,,
+26/07/2007,0,,,,,,,,,23,,,,,
+27/07/2007,0,,,,,,,,,23,,,,,
+28/07/2007,0,,,,,,,,,24.75,,,,,
+29/07/2007,0,,,,,,,,,24.2,,,,,
+30/07/2007,0,,,,,,,,,22.4,,,,,
+31/07/2007,0,,,,,,,,,19.1,,,,,
+01/08/2007,0,,,,,,,,,19.8,,,,,
+02/08/2007,0,,,,,,,,,21,,,,,
+03/08/2007,0,,,,,,,,,20.1,,,,,
+04/08/2007,0,,,,,,,,,19.3,,,,,
+05/08/2007,0,,,,,,,,,18.85,,,,,
+06/08/2007,0,,,,,,,,,19,,,,,
+07/08/2007,0,,,,,,,,,20.7,,,,,
+08/08/2007,0,,,,,,,,,19.8,,,,,
+09/08/2007,11,,,,,,,,,17.3,,,,,
+10/08/2007,0,,,,,,,,,14.95,,,,,
+11/08/2007,14.4,,,,,,,,,17.05,,,,,
+12/08/2007,0,,,,,,,,,18.05,,,,,
+13/08/2007,0,,,,,,,,,19.4,,,,,
+14/08/2007,0,,,,,,,,,19.2,,,,,
+15/08/2007,0,,,,,,,,,21.4,,,,,
+16/08/2007,0,,,,,,,,,22.1,,,,,
+17/08/2007,0,,,,,,,,,20.9,,,,,
+18/08/2007,0,,,,,,,,,19.5,,,,,
+19/08/2007,0,,,,,,,,,19.2,,,,,
+20/08/2007,2.2,,,,,,,,,18.2,,,,,
+21/08/2007,0,,,,,,,,,16.5,,,,,
+22/08/2007,15,,,,,,,,,18.75,,,,,
+23/08/2007,3.8,,,,,,,,,18.75,,,,,
+24/08/2007,11.4,,,,,,,,,20.45,,,,,
+25/08/2007,0,,,,,,,,,23.85,,,,,
+26/08/2007,0,,,,,,,,,24.3,,,,,
+27/08/2007,0,,,,,,,,,24.3,,,,,
+28/08/2007,0,,,,,,,,,23.3,,,,,
+29/08/2007,0,,,,,,,,,22.75,,,,,
+30/08/2007,0,,,,,,,,,22.2,,,,,
+31/08/2007,0,,,,,,,,,18.45,,,,,
+01/09/2007,13.8,,,,,,,,,16.3,,,,,
+02/09/2007,0,,,,,,,,,18.35,,,,,
+03/09/2007,0,,,,,,,,,17.65,,,,,
+04/09/2007,0,,,,,,,,,14.4,,,,,
+05/09/2007,6,,,,,,,,,11.45,,,,,
+06/09/2007,0,,,,,,,,,11.7,,,,,
+07/09/2007,0,,,,,,,,,14,,,,,
+08/09/2007,0,,,,,,,,,16.5,,,,,
+09/09/2007,0,,,,,,,,,16.25,,,,,
+10/09/2007,0,,,,,,,,,17.7,,,,,
+11/09/2007,0,,,,,,,,,17.9,,,,,
+12/09/2007,0,,,,,,,,,16.9,,,,,
+13/09/2007,0,,,,,,,,,16.45,,,,,
+14/09/2007,0,,,,,,,,,17.35,,,,,
+15/09/2007,0,,,,,,,,,18.4,,,,,
+16/09/2007,0,,,,,,,,,18.25,,,,,
+17/09/2007,0,,,,,,,,,19.35,,,,,
+18/09/2007,0,,,,,,,,,16.95,,,,,
+19/09/2007,0,,,,,,,,,15.25,,,,,
+20/09/2007,0,,,,,,,,,12.25,,,,,
+21/09/2007,0,,,,,,,,,13.2,,,,,
+22/09/2007,0,,,,,,,,,14.85,,,,,
+23/09/2007,0,,,,,,,,,15.5,,,,,
+24/09/2007,0,,,,,,,,,16.7,,,,,
+25/09/2007,0,,,,,,,,,16.4,,,,,
+26/09/2007,0,,,,,,,,,13.65,,,,,
+27/09/2007,5.2,,,,,,,,,10.95,,,,,
+28/09/2007,16.8,,,,,,,,,11.3,,,,,
+29/09/2007,0,,,,,,,,,12.45,,,,,
+30/09/2007,0,,,,,,,,,14.8,,,,,
+01/10/2007,0,,,,,,,,,16.85,,,,,
+02/10/2007,0,,,,,,,,,17.7,,,,,
+03/10/2007,0,,,,,,,,,17.95,,,,,
+04/10/2007,0,,,,,,,,,19.5,,,,,
+05/10/2007,0,,,,,,,,,18.95,,,,,
+06/10/2007,0,,,,,,,,,17.35,,,,,
+07/10/2007,1.4,,,,,,,,,13.6,,,,,
+08/10/2007,0,,,,,,,,,14.15,,,,,
+09/10/2007,0,,,,,,,,,14.3,,,,,
+10/10/2007,0,,,,,,,,,12.75,,,,,
+11/10/2007,0,,,,,,,,,11.95,,,,,
+12/10/2007,0,,,,,,,,,12.5,,,,,
+13/10/2007,0,,,,,,,,,14.2,,,,,
+14/10/2007,0,,,,,,,,,11.3,,,,,
+15/10/2007,0,,,,,,,,,11.05,,,,,
+16/10/2007,0,,,,,,,,,11.55,,,,,
+17/10/2007,0,,,,,,,,,12.8,,,,,
+18/10/2007,0,,,,,,,,,13.5,,,,,
+19/10/2007,0,,,,,,,,,8.2,,,,,
+20/10/2007,0,,,,,,,,,3.4,,,,,
+21/10/2007,0,,,,,,,,,2.65,,,,,
+22/10/2007,0,,,,,,,,,1.7,,,,,
+23/10/2007,3.2,,,,,,,,,6.25,,,,,
+24/10/2007,0,,,,,,,,,7.85,,,,,
+25/10/2007,4,,,,,,,,,9.8,,,,,
+26/10/2007,8.6,,,,,,,,,11.95,,,,,
+27/10/2007,0.8,,,,,,,,,14.7,,,,,
+28/10/2007,0,,,,,,,,,12.5,,,,,
+29/10/2007,0,,,,,,,,,12.25,,,,,
+30/10/2007,6.6,,,,,,,,,12.1,,,,,
+31/10/2007,4.6,,,,,,,,,9.9,,,,,
+01/11/2007,0,,,,,,,,,7.85,,,,,
+02/11/2007,0,,,,,,,,,8.75,,,,,
+03/11/2007,0,,,,,,,,,11.35,,,,,
+04/11/2007,0,,,,,,,,,10.25,,,,,
+05/11/2007,0,,,,,,,,,9.8,,,,,
+06/11/2007,0,,,,,,,,,6.1,,,,,
+07/11/2007,0,,,,,,,,,7.95,,,,,
+08/11/2007,0,,,,,,,,,8.55,,,,,
+09/11/2007,0,,,,,,,,,7.05,,,,,
+10/11/2007,0.6,,,,,,,,,5.05,,,,,
+11/11/2007,0,,,,,,,,,8,,,,,
+12/11/2007,0,,,,,,,,,7.6,,,,,
+13/11/2007,0,,,,,,,,,5.9,,,,,
+14/11/2007,7.2,,,,,,,,,2.95,,,,,
+15/11/2007,13.8,,,,,,,,,2.45,,,,,
+16/11/2007,1.2,,,,,,,,,1.15,,,,,
+17/11/2007,2.4,,,,,,,,,0.85,,,,,
+18/11/2007,0,,,,,,,,,1.3,,,,,
+19/11/2007,0,,,,,,,,,2.8,,,,,
+20/11/2007,0,,,,,,,,,4.8,,,,,
+21/11/2007,0,,,,,,,,,6.65,,,,,
+22/11/2007,0,,,,,,,,,9.1,,,,,
+23/11/2007,0,,,,,,,,,11.65,,,,,
+24/11/2007,0,,,,,,,,,10.05,,,,,
+25/11/2007,11.2,,,,,,,,,9.45,,,,,
+26/11/2007,0.2,,,,,,,,,9.55,,,,,
+27/11/2007,0,,,,,,,,,8.25,,,,,
+28/11/2007,0,,,,,,,,,7.65,,,,,
+29/11/2007,4.8,,,,,,,,,5.35,,,,,
+30/11/2007,0,,,,,,,,,4.1,,,,,
+01/12/2007,0,,,,,,,,,5.1,,,,,
+02/12/2007,0,,,,,,,,,6.95,,,,,
+03/12/2007,0,,,,,,,,,8.05,,,,,
+04/12/2007,3.2,,,,,,,,,5.55,,,,,
+05/12/2007,0.2,,,,,,,,,5.55,,,,,
+06/12/2007,0,,,,,,,,,6.8,,,,,
+07/12/2007,0,,,,,,,,,6.35,,,,,
+08/12/2007,13.4,,,,,,,,,5.55,,,,,
+09/12/2007,2.2,,,,,,,,,4.85,,,,,
+10/12/2007,15.8,,,,,,,,,4.45,,,,,
+11/12/2007,1.6,,,,,,,,,4.45,,,,,
+12/12/2007,0,,,,,,,,,3.75,,,,,
+13/12/2007,0,,,,,,,,,3.5,,,,,
+14/12/2007,0,,,,,,,,,0.6,,,,,
+15/12/2007,0,,,,,,,,,-2.95,,,,,
+16/12/2007,0,,,,,,,,,-2.15,,,,,
+17/12/2007,0,,,,,,,,,0.45,,,,,
+18/12/2007,0,,,,,,,,,0.45,,,,,
+19/12/2007,0,,,,,,,,,1.65,,,,,
+20/12/2007,0,,,,,,,,,4.4,,,,,
+21/12/2007,0,,,,,,,,,4.8,,,,,
+22/12/2007,0,,,,,,,,,6.5,,,,,
+23/12/2007,1.8,,,,,,,,,5.75,,,,,
+24/12/2007,0.2,,,,,,,,,6.95,,,,,
+25/12/2007,1,,,,,,,,,6,,,,,
+26/12/2007,4,,,,,,,,,2.5,,,,,
+27/12/2007,0,,,,,,,,,3.25,,,,,
+28/12/2007,0.2,,,,,,,,,2.55,,,,,
+29/12/2007,0,,,,,,,,,5.2,,,,,
+30/12/2007,0,,,,,,,,,5.15,,,,,
+31/12/2007,2.6,,,,,,,,,4.1,,,,,
+01/01/2008,0,,,,,,,,,1.1,,,,,
+02/01/2008,0,,,,,,,,,-0.25,,,,,
+03/01/2008,2.6,,,,,,,,,1.95,,,,,
+04/01/2008,3,,,,,,,,,6,,,,,
+05/01/2008,5.2,,,,,,,,,6.85,,,,,
+06/01/2008,3.6,,,,,,,,,7.55,,,,,
+07/01/2008,0,,,,,,,,,7.6,,,,,
+08/01/2008,0.2,,,,,,,,,8.25,,,,,
+09/01/2008,0.2,,,,,,,,,7.4,,,,,
+10/01/2008,0.2,,,,,,,,,6.95,,,,,
+11/01/2008,1.2,,,,,,,,,7.25,,,,,
+12/01/2008,,,,,,,,,,5.05,,,,,
+13/01/2008,3,,,,,,,,,2.7,,,,,
+14/01/2008,0.2,,,,,,,,,2.8,,,,,
+15/01/2008,5.4,,,,,,,,,4.35,,,,,
+16/01/2008,12.6,,,,,,,,,6.25,,,,,
+17/01/2008,22.6,,,,,,,,,5.6,,,,,
+18/01/2008,0.2,,,,,,,,,5.35,,,,,
+19/01/2008,0,,,,,,,,,6.4,,,,,
+20/01/2008,0.2,,,,,,,,,8.1,,,,,
+21/01/2008,0,,,,,,,,,3.6,,,,,
+22/01/2008,0,,,,,,,,,6.25,,,,,
+23/01/2008,0,,,,,,,,,3.75,,,,,
+24/01/2008,0,,,,,,,,,5.85,,,,,
+25/01/2008,0,,,,,,,,,6.65,,,,,
+26/01/2008,0,,,,,,,,,8.25,,,,,
+27/01/2008,0,,,,,,,,,8.45,,,,,
+28/01/2008,0,,,,,,,,,13,,,,,
+29/01/2008,0,,,,,,,,,8.15,,,,,
+30/01/2008,0,,,,,,,,,6.8,,,,,
+31/01/2008,3.4,,,,,,,,,4.6,,,,,
+01/02/2008,0,,,,,,,,,5.75,,,,,
+02/02/2008,3.8,,,,,,,,,6.35,,,,,
+03/02/2008,24.8,,,,,,,,,4.95,,,,,
+04/02/2008,22,,,,,,,,,6,,,,,
+05/02/2008,0.6,,,,,,,,,3.75,,,,,
+06/02/2008,0,,,,,,,,,6.5,,,,,
+07/02/2008,0,,,,,,,,,6.95,,,,,
+08/02/2008,0,,,,,,,,,3.15,,,,,
+09/02/2008,0,,,,,,,,,4.45,,,,,
+10/02/2008,0,,,,,,,,,3.75,,,,,
+11/02/2008,0,,,,,,,,,0.4,,,,,
+12/02/2008,0,,,,,,,,,1.6,,,,,
+13/02/2008,0,,,,,,,,,3.25,,,,,
+14/02/2008,0,,,,,,,,,3.45,,,,,
+15/02/2008,0,,,,,,,,,3.3,,,,,
+16/02/2008,0,,,,,,,,,0.6,,,,,
+17/02/2008,0,,,,,,,,,-1.75,,,,,
+18/02/2008,0,,,,,,,,,1.2,,,,,
+19/02/2008,0,,,,,,,,,3.05,,,,,
+20/02/2008,0,,,,,,,,,4.45,,,,,
+21/02/2008,0,,,,,,,,,6.6,,,,,
+22/02/2008,0,,,,,,,,,6.8,,,,,
+23/02/2008,0,,,,,,,,,7.65,,,,,
+24/02/2008,0,,,,,,,,,10.55,,,,,
+25/02/2008,0,,,,,,,,,9.15,,,,,
+26/02/2008,0,,,,,,,,,5.85,,,,,
+27/02/2008,0,,,,,,,,,7.1,,,,,
+28/02/2008,0,,,,,,,,,8.4,,,,,
+29/02/2008,0,,,,,,,,,8.3,,,,,
+01/03/2008,0,,,,,,,,,8.4,,,,,
+02/03/2008,0,,,,,,,,,10.75,,,,,
+03/03/2008,0,,,,,,,,,8.4,,,,,
+04/03/2008,0,,,,,,,,,6.55,,,,,
+05/03/2008,2,,,,,,,,,3.25,,,,,
+06/03/2008,1.4,,,,,,,,,1.75,,,,,
+07/03/2008,19,,,,,,,,,1.35,,,,,
+08/03/2008,0.2,,,,,,,,,4,,,,,
+09/03/2008,1.4,,,,,,,,,5.15,,,,,
+10/03/2008,10.6,,,,,,,,,5.05,,,,,
+11/03/2008,6.4,,,,,,,,,5.4,,,,,
+12/03/2008,0.2,,,,,,,,,9.25,,,,,
+13/03/2008,0,,,,,,,,,10,,,,,
+14/03/2008,0,,,,,,,,,9.3,,,,,
+15/03/2008,0,,,,,,,,,9.45,,,,,
+16/03/2008,0,,,,,,,,,6.55,,,,,
+17/03/2008,0,,,,,,,,,8,,,,,
+18/03/2008,4.8,,,,,,,,,7.05,,,,,
+19/03/2008,0,,,,,,,,,6.15,,,,,
+20/03/2008,4.4,,,,,,,,,2.65,,,,,
+21/03/2008,0.8,,,,,,,,,2.35,,,,,
+22/03/2008,10.2,,,,,,,,,3.1,,,,,
+23/03/2008,27.8,,,,,,,,,2.4,,,,,
+24/03/2008,5.4,,,,,,,,,1.5,,,,,
+25/03/2008,1.6,,,,,,,,,3.7,,,,,
+26/03/2008,2.4,,,,,,,,,6.2,,,,,
+27/03/2008,11.6,,,,,,,,,6.05,,,,,
+28/03/2008,6.2,,,,,,,,,6.95,,,,,
+29/03/2008,0,,,,,,,,,9.35,,,,,
+30/03/2008,0,,,,,,,,,10.5,,,,,
+31/03/2008,0,,,,,,,,,10.4,,,,,
+01/04/2008,0.2,,,,,,,,,11.5,,,,,
+02/04/2008,0,,,,,,,,,10.65,,,,,
+03/04/2008,4,,,,,,,,,7.3,,,,,
+04/04/2008,1.8,,,,,,,,,5.5,,,,,
+05/04/2008,0,,,,,,,,,6.55,,,,,
+06/04/2008,0,,,,,,,,,7.5,,,,,
+07/04/2008,0,,,,,,,,,8.9,,,,,
+08/04/2008,3.8,,,,,,,,,9.4,,,,,
+09/04/2008,0,,,,,,,,,9.5,,,,,
+10/04/2008,0,,,,,,,,,11.5,,,,,
+11/04/2008,0,,,,,,,,,10.45,,,,,
+12/04/2008,1.2,,,,,,,,,8.25,,,,,
+13/04/2008,0.4,,,,,,,,,7.3,,,,,
+14/04/2008,9,,,,,,,,,7.35,,,,,
+15/04/2008,14,,,,,,,,,4.5,,,,,
+16/04/2008,0,,,,,,,,,7.95,,,,,
+17/04/2008,2.4,,,,,,,,,8.05,,,,,
+18/04/2008,18.4,,,,,,,,,9.45,,,,,
+19/04/2008,0,,,,,,,,,10.85,,,,,
+20/04/2008,0,,,,,,,,,12.3,,,,,
+21/04/2008,5.6,,,,,,,,,9.7,,,,,
+22/04/2008,0,,,,,,,,,8.95,,,,,
+23/04/2008,0,,,,,,,,,10.9,,,,,
+24/04/2008,6.2,,,,,,,,,10.35,,,,,
+25/04/2008,0,,,,,,,,,11.65,,,,,
+26/04/2008,0,,,,,,,,,11.05,,,,,
+27/04/2008,0,,,,,,,,,10.95,,,,,
+28/04/2008,0,,,,,,,,,11.05,,,,,
+29/04/2008,3.6,,,,,,,,,8.7,,,,,
+30/04/2008,0,,,,,,,,,11.15,,,,,
+01/05/2008,0,,,,,,,,,11.5,,,,,
+02/05/2008,0,,,,,,,,,14.15,,,,,
+03/05/2008,0,,,,,,,,,13.5,,,,,
+04/05/2008,0,,,,,,,,,15.1,,,,,
+05/05/2008,0.4,,,,,,,,,11.1,,,,,
+06/05/2008,0,,,,,,,,,10,,,,,
+07/05/2008,0,,,,,,,,,13.15,,,,,
+08/05/2008,0,,,,,,,,,13.05,,,,,
+09/05/2008,0,,,,,,,,,13.75,,,,,
+10/05/2008,0,,,,,,,,,13.95,,,,,
+11/05/2008,7,,,,,,,,,14.9,,,,,
+12/05/2008,3.4,,,,,,,,,12,,,,,
+13/05/2008,3.6,,,,,,,,,11.3,,,,,
+14/05/2008,0.2,,,,,,,,,12.1,,,,,
+15/05/2008,0,,,,,,,,,13.6,,,,,
+16/05/2008,0,,,,,,,,,13.05,,,,,
+17/05/2008,0,,,,,,,,,16.3,,,,,
+18/05/2008,8.2,,,,,,,,,13,,,,,
+19/05/2008,1.2,,,,,,,,,12.95,,,,,
+20/05/2008,26.2,,,,,,,,,10.55,,,,,
+21/05/2008,11.4,,,,,,,,,11.85,,,,,
+22/05/2008,7.2,,,,,,,,,12.1,,,,,
+23/05/2008,0,,,,,,,,,12.2,,,,,
+24/05/2008,0,,,,,,,,,13.7,,,,,
+25/05/2008,0,,,,,,,,,15.5,,,,,
+26/05/2008,0,,,,,,,,,19.7,,,,,
+27/05/2008,0,,,,,,,,,20.85,,,,,
+28/05/2008,0,,,,,,,,,20.2,,,,,
+29/05/2008,4,,,,,,,,,17.35,,,,,
+30/05/2008,5,,,,,,,,,12.95,,,,,
+31/05/2008,0,,,,,,,,,15.6,,,,,
+01/06/2008,0,,,,,,,,,16.8,,,,,
+02/06/2008,1.6,,,,,,,,,15.55,,,,,
+03/06/2008,15,,,,,,,,,16.2,,,,,
+04/06/2008,5.2,,,,,,,,,14.5,,,,,
+05/06/2008,34.8,,,,,,,,,14,,,,,
+06/06/2008,0.2,,,,,,,,,13.6,,,,,
+07/06/2008,3.4,,,,,,,,,13.3,,,,,
+08/06/2008,28.2,,,,,,,,,14.5,,,,,
+09/06/2008,19.2,,,,,,,,,15.15,,,,,
+10/06/2008,0.8,,,,,,,,,16.35,,,,,
+11/06/2008,0,,,,,,,,,16.05,,,,,
+12/06/2008,6,,,,,,,,,12.65,,,,,
+13/06/2008,0.4,,,,,,,,,14.25,,,,,
+14/06/2008,0,,,,,,,,,12.75,,,,,
+15/06/2008,0,,,,,,,,,13.55,,,,,
+16/06/2008,0,,,,,,,,,15.3,,,,,
+17/06/2008,5.8,,,,,,,,,16,,,,,
+18/06/2008,0,,,,,,,,,17.6,,,,,
+19/06/2008,0,,,,,,,,,17.8,,,,,
+20/06/2008,0,,,,,,,,,20.25,,,,,
+21/06/2008,0,,,,,,,,,22.25,,,,,
+22/06/2008,0,,,,,,,,,22.1,,,,,
+23/06/2008,0,,,,,,,,,22,,,,,
+24/06/2008,0,,,,,,,,,21.9,,,,,
+25/06/2008,0,,,,,,,,,22.85,,,,,
+26/06/2008,0,,,,,,,,,23.2,,,,,
+27/06/2008,0,,,,,,,,,21.9,,,,,
+28/06/2008,0,,,,,,,,,23.65,,,,,
+29/06/2008,34.6,,,,,,,,,22.65,,,,,
+30/06/2008,0,,,,,,,,,22.7,,,,,
+01/07/2008,0,,,,,,,,,23.85,,,,,
+02/07/2008,0,,,,,,,,,22.55,,,,,
+03/07/2008,0,,,,,,,,,21.85,,,,,
+04/07/2008,0,,,,,,,,,21.3,,,,,
+05/07/2008,0,,,,,,,,,20.4,,,,,
+06/07/2008,0,,,,,,,,,21.95,,,,,
+07/07/2008,0,,,,,,,,,20.85,,,,,
+08/07/2008,0,,,,,,,,,18.45,,,,,
+09/07/2008,0,,,,,,,,,18.95,,,,,
+10/07/2008,0,,,,,,,,,19.2,,,,,
+11/07/2008,0,,,,,,,,,22.15,,,,,
+12/07/2008,0,,,,,,,,,22.35,,,,,
+13/07/2008,0,,,,,,,,,19.95,,,,,
+14/07/2008,0,,,,,,,,,18.15,,,,,
+15/07/2008,0,,,,,,,,,17.75,,,,,
+16/07/2008,0,,,,,,,,,19.65,,,,,
+17/07/2008,0,,,,,,,,,19.15,,,,,
+18/07/2008,0.4,,,,,,,,,19.3,,,,,
+19/07/2008,0,,,,,,,,,19.65,,,,,
+20/07/2008,0,,,,,,,,,20.95,,,,,
+21/07/2008,0,,,,,,,,,19.65,,,,,
+22/07/2008,0,,,,,,,,,17.9,,,,,
+23/07/2008,0,,,,,,,,,16.5,,,,,
+24/07/2008,0,,,,,,,,,18.85,,,,,
+25/07/2008,0,,,,,,,,,18.95,,,,,
+26/07/2008,0,,,,,,,,,20.35,,,,,
+27/07/2008,0.6,,,,,,,,,20,,,,,
+28/07/2008,2.6,,,,,,,,,20.7,,,,,
+29/07/2008,0,,,,,,,,,22.4,,,,,
+30/07/2008,0,,,,,,,,,23.9,,,,,
+31/07/2008,0,,,,,,,,,23.9,,,,,
+01/08/2008,0,,,,,,,,,23.45,,,,,
+02/08/2008,0,,,,,,,,,24.1,,,,,
+03/08/2008,0,,,,,,,,,24.45,,,,,
+04/08/2008,0,,,,,,,,,22.25,,,,,
+05/08/2008,0,,,,,,,,,23.3,,,,,
+06/08/2008,0,,,,,,,,,25.25,,,,,
+07/08/2008,0,,,,,,,,,23.65,,,,,
+08/08/2008,0,,,,,,,,,22.15,,,,,
+09/08/2008,0.2,,,,,,,,,20.8,,,,,
+10/08/2008,0,,,,,,,,,20.9,,,,,
+11/08/2008,0,,,,,,,,,21.05,,,,,
+12/08/2008,0,,,,,,,,,21.6,,,,,
+13/08/2008,0,,,,,,,,,21.65,,,,,
+14/08/2008,0,,,,,,,,,22.3,,,,,
+15/08/2008,12.4,,,,,,,,,18.75,,,,,
+16/08/2008,0,,,,,,,,,17.4,,,,,
+17/08/2008,0,,,,,,,,,17.35,,,,,
+18/08/2008,0,,,,,,,,,19.7,,,,,
+19/08/2008,0,,,,,,,,,20.7,,,,,
+20/08/2008,0,,,,,,,,,22.35,,,,,
+21/08/2008,0,,,,,,,,,22.7,,,,,
+22/08/2008,0,,,,,,,,,22.15,,,,,
+23/08/2008,0,,,,,,,,,20.5,,,,,
+24/08/2008,0,,,,,,,,,17.7,,,,,
+25/08/2008,0,,,,,,,,,19.45,,,,,
+26/08/2008,0,,,,,,,,,19.9,,,,,
+27/08/2008,0,,,,,,,,,19.4,,,,,
+28/08/2008,0,,,,,,,,,19.3,,,,,
+29/08/2008,0,,,,,,,,,20.8,,,,,
+30/08/2008,0,,,,,,,,,22.4,,,,,
+31/08/2008,0,,,,,,,,,22.1,,,,,
+01/09/2008,0,,,,,,,,,21.1,,,,,
+02/09/2008,0,,,,,,,,,19.45,,,,,
+03/09/2008,0,,,,,,,,,19.95,,,,,
+04/09/2008,0,,,,,,,,,19.5,,,,,
+05/09/2008,0,,,,,,,,,22.35,,,,,
+06/09/2008,0,,,,,,,,,22.7,,,,,
+07/09/2008,0.2,,,,,,,,,20.4,,,,,
+08/09/2008,0,,,,,,,,,19.1,,,,,
+09/09/2008,0,,,,,,,,,19.2,,,,,
+10/09/2008,0,,,,,,,,,23.9,,,,,
+11/09/2008,0,,,,,,,,,24.95,,,,,
+12/09/2008,45.4,,,,,,,,,21.3,,,,,
+13/09/2008,10,,,,,,,,,14.5,,,,,
+14/09/2008,1.6,,,,,,,,,12.35,,,,,
+15/09/2008,4.6,,,,,,,,,11.5,,,,,
+16/09/2008,0,,,,,,,,,10.4,,,,,
+17/09/2008,0,,,,,,,,,12.05,,,,,
+18/09/2008,0,,,,,,,,,13.7,,,,,
+19/09/2008,15.6,,,,,,,,,10.95,,,,,
+20/09/2008,0,,,,,,,,,10.75,,,,,
+21/09/2008,0,,,,,,,,,11.05,,,,,
+22/09/2008,0,,,,,,,,,10.85,,,,,
+23/09/2008,0,,,,,,,,,9.95,,,,,
+24/09/2008,0,,,,,,,,,11.45,,,,,
+25/09/2008,0,,,,,,,,,10.3,,,,,
+26/09/2008,0,,,,,,,,,10.5,,,,,
+27/09/2008,0,,,,,,,,,9.75,,,,,
+28/09/2008,0,,,,,,,,,9.25,,,,,
+29/09/2008,0,,,,,,,,,9.95,,,,,
+30/09/2008,0,,,,,,,,,11.35,,,,,
+01/10/2008,0,,,,,,,,,12.5,,,,,
+02/10/2008,0,,,,,,,,,13.7,,,,,
+03/10/2008,4.2,,,,,,,,,13.05,,,,,
+04/10/2008,3.2,,,,,,,,,7.5,,,,,
+05/10/2008,0,,,,,,,,,9,,,,,
+06/10/2008,0,,,,,,,,,11.15,,,,,
+07/10/2008,0,,,,,,,,,14.1,,,,,
+08/10/2008,0,,,,,,,,,14.45,,,,,
+09/10/2008,0,,,,,,,,,14.8,,,,,
+10/10/2008,0,,,,,,,,,14.9,,,,,
+11/10/2008,0,,,,,,,,,15.3,,,,,
+12/10/2008,0,,,,,,,,,14.95,,,,,
+13/10/2008,0,,,,,,,,,15.05,,,,,
+14/10/2008,0,,,,,,,,,15.8,,,,,
+15/10/2008,0,,,,,,,,,16.15,,,,,
+16/10/2008,0,,,,,,,,,14.45,,,,,
+17/10/2008,0,,,,,,,,,14.95,,,,,
+18/10/2008,0,,,,,,,,,14,,,,,
+19/10/2008,0,,,,,,,,,13.1,,,,,
+20/10/2008,0,,,,,,,,,14,,,,,
+21/10/2008,0,,,,,,,,,14,,,,,
+22/10/2008,0,,,,,,,,,14.6,,,,,
+23/10/2008,0.4,,,,,,,,,15.2,,,,,
+24/10/2008,0,,,,,,,,,14.5,,,,,
+25/10/2008,12,,,,,,,,,14.8,,,,,
+26/10/2008,0,,,,,,,,,14,,,,,
+27/10/2008,0,,,,,,,,,12.15,,,,,
+28/10/2008,25.8,,,,,,,,,12.6,,,,,
+29/10/2008,10.4,,,,,,,,,13.55,,,,,
+30/10/2008,2,,,,,,,,,8.7,,,,,
+31/10/2008,24.2,,,,,,,,,10.45,,,,,
+01/11/2008,11.6,,,,,,,,,12.35,,,,,
+02/11/2008,0,,,,,,,,,12.75,,,,,
+03/11/2008,0.8,,,,,,,,,13.7,,,,,
+04/11/2008,30.6,,,,,,,,,12.6,,,,,
+05/11/2008,0,,,,,,,,,11.1,,,,,
+06/11/2008,0,,,,,,,,,11.3,,,,,
+07/11/2008,4.6,,,,,,,,,9.9,,,,,
+08/11/2008,0,,,,,,,,,8.5,,,,,
+09/11/2008,0,,,,,,,,,9.6,,,,,
+10/11/2008,0,,,,,,,,,8.65,,,,,
+11/11/2008,0.2,,,,,,,,,9.2,,,,,
+12/11/2008,5.4,,,,,,,,,8.7,,,,,
+13/11/2008,18,,,,,,,,,8.95,,,,,
+14/11/2008,0,,,,,,,,,9.35,,,,,
+15/11/2008,0.2,,,,,,,,,8.55,,,,,
+16/11/2008,0,,,,,,,,,10.1,,,,,
+17/11/2008,0,,,,,,,,,8.8,,,,,
+18/11/2008,0,,,,,,,,,6.5,,,,,
+19/11/2008,0,,,,,,,,,7.05,,,,,
+20/11/2008,0,,,,,,,,,7.05,,,,,
+21/11/2008,0,,,,,,,,,8.1,,,,,
+22/11/2008,1,,,,,,,,,4.2,,,,,
+23/11/2008,0,,,,,,,,,0.8,,,,,
+24/11/2008,30,,,,,,,,,1.55,,,,,
+25/11/2008,4.2,,,,,,,,,2.75,,,,,
+26/11/2008,0,,,,,,,,,3.3,,,,,
+27/11/2008,0,,,,,,,,,5.1,,,,,
+28/11/2008,41,,,,,,,,,6.4,,,,,
+29/11/2008,13.2,,,,,,,,,6.85,,,,,
+30/11/2008,21.6,,,,,,,,,6.65,,,,,
+01/12/2008,14,,,,,,,,,5.75,,,,,
+02/12/2008,1.8,,,,,,,,,2.95,,,,,
+03/12/2008,0.2,,,,,,,,,3,,,,,
+04/12/2008,0,,,,,,,,,3.65,,,,,
+05/12/2008,52.2,,,,,,,,,6,,,,,
+06/12/2008,1.4,,,,,,,,,5.7,,,,,
+07/12/2008,0,,,,,,,,,4.05,,,,,
+08/12/2008,0,,,,,,,,,5.15,,,,,
+09/12/2008,1.6,,,,,,,,,4.55,,,,,
+10/12/2008,,,,,,,,,,5.9,,,,,
+11/12/2008,6,,,,,,,,,5.85,,,,,
+12/12/2008,19,,,,,,,,,4.75,,,,,
+13/12/2008,0.4,,,,,,,,,5.3,,,,,
+14/12/2008,3.4,,,,,,,,,4.85,,,,,
+15/12/2008,57.2,,,,,,,,,6,,,,,
+16/12/2008,38.6,,,,,,,,,4.75,,,,,
+17/12/2008,1,,,,,,,,,4.2,,,,,
+18/12/2008,0.2,,,,,-40.57,-53.5,,,2,,,,,
+19/12/2008,0.4,,,,,-40.58,-53.5,,,3.5,,,,,
+20/12/2008,0,,,,,-40.61,-53.52,,,5.95,,,,,
+21/12/2008,0,,,,,-40.63,-53.53,,,8.55,,,,,
+22/12/2008,0,,,,,-40.66,-53.55,,,9.2,,,,,
+23/12/2008,0,,,,,-40.68,-53.56,,,7.1,,,,,
+24/12/2008,0.2,,,,,-40.69,-53.57,,,6.8,,,,,
+25/12/2008,1.8,,,,,-40.71,-53.58,,,3.75,,,,,
+26/12/2008,1.4,,,,,-40.72,-53.59,,,-0.15,,,,,
+27/12/2008,2.2,,,,,-40.73,-53.59,,,-2.05,,,,,
+28/12/2008,0.2,,,,,-40.73,-53.59,,,-1.1,,,,,
+29/12/2008,0.8,,,,,-40.74,-53.6,,,2.15,,,,,
+30/12/2008,0,,,,,-40.75,-53.61,,,3.7,,,,,
+31/12/2008,0,,,,,-40.76,-53.61,,,3.2,,,,,
+01/01/2009,0,,,,,-40.76,,,,3.8,,,,,
+02/01/2009,1,,,,,-40.77,,,,3.1,,,,,
+03/01/2009,0,,,,,-40.77,,,,-0.1,,,,,
+04/01/2009,0,,,,,-40.77,,,,-0.85,,,,,
+05/01/2009,0,,,,,-40.77,,,,2.5,,,,,
+06/01/2009,0,,,,,-40.77,,,,3.05,,,,,
+07/01/2009,1.6,,,,,-40.77,,,,2.85,,,,,
+08/01/2009,24.4,,,,,-40.77,,,,4.2,,,,,
+09/01/2009,2,,,,,-40.77,,,,3.3,,,,,
+10/01/2009,0,,,,,-40.77,,,,3.7,,,,,
+11/01/2009,0.2,,,,,-40.77,,,,5.45,,,,,
+12/01/2009,0,,,,,-40.78,,,,5.9,,,,,
+13/01/2009,0,,,,,-40.78,,,,4.85,,,,,
+14/01/2009,2.8,,,,,-40.78,,,,5.45,,,,,
+15/01/2009,2.6,,,,,-40.78,-53.63,,,2.75,,,,,
+16/01/2009,4.4,,,,,-40.78,-53.63,,,4.7,,,,,
+17/01/2009,0,,,,,-40.79,-53.63,,,4.5,,,,,
+18/01/2009,0,,,,,-40.79,-53.63,,,5.25,,,,,
+19/01/2009,0.2,,,,,-40.79,-53.64,,,6.25,,,,,
+20/01/2009,0,,,,,-40.79,-53.64,,,7.05,,,,,
+21/01/2009,13.2,,,,,-40.78,-53.63,,,5.05,,,,,
+22/01/2009,3,,,,,-40.78,-53.62,,,3.3,,,,,
+23/01/2009,0,,,,,-40.77,-53.62,,,4.3,,,,,
+24/01/2009,1.6,,,,,-40.77,-53.62,,,5.25,,,,,
+25/01/2009,23.6,,,,,-40.76,-53.61,,,2.05,,,,,
+26/01/2009,0.2,,,,,-40.75,-53.6,,,2.55,,,,,
+27/01/2009,15,,,,,-40.74,-53.59,,,2.6,,,,,
+28/01/2009,0,,,,,-40.73,-53.59,,,2.1,,,,,
+29/01/2009,0,,,,,-40.73,-53.59,,,2.15,,,,,
+30/01/2009,0,,,,,-40.74,-53.6,,,2.8,,,,,
+31/01/2009,0,,,,,-40.74,-53.6,,,2.4,,,,,
+01/02/2009,1,,,,,-40.75,-53.6,,,3.5,,,,,
+02/02/2009,4.2,,,,,-40.75,-53.6,,,6.25,,,,,
+03/02/2009,15.2,,,,,-40.74,-53.59,,,7.5,,,,,
+04/02/2009,2.4,,,,,-40.73,-53.59,,,5.6,,,,,
+05/02/2009,2,,,,,-40.73,-53.59,,,6.95,,,,,
+06/02/2009,16,,,,,-40.71,-53.57,,,6.7,,,,,
+07/02/2009,10.2,,,,,-40.68,-53.55,,,4.15,,,,,
+08/02/2009,12.4,,,,,-40.64,-53.52,,,3.45,,,,,
+09/02/2009,0,,,,,-40.61,-53.51,,,3.7,,,,,
+10/02/2009,0,,,,,-40.61,-53.5,,,5,,,,,
+11/02/2009,0.8,,,,,-40.6,-53.5,,,2.75,,,,,
+12/02/2009,0,,,,,-40.61,-53.51,,,1,,,,,
+13/02/2009,0,,,,,-40.62,-53.51,,,-0.8,,,,,
+14/02/2009,0,,,,,-40.62,-53.51,,,-1.1,,,,,
+15/02/2009,0,,,,,-40.63,-53.52,,,-0.5,,,,,
+16/02/2009,0,,,,,-40.64,-53.52,,,-0.75,,,,,
+17/02/2009,0,,,,,-40.64,-53.52,,,0.1,,,,,
+18/02/2009,0,,,,,-40.65,-53.53,,,-0.8,,,,,
+19/02/2009,0,,,,,-40.65,-53.53,,,-1.9,,,,,
+20/02/2009,0,,,,,-40.65,-53.53,,,0.65,,,,,
+21/02/2009,0,,,,,-40.66,-53.53,,,3.65,,,,,
+22/02/2009,0,,,,,-40.66,-53.53,,,3.6,,,,,
+23/02/2009,0,,,,,-40.66,-53.53,,,3.6,,,,,
+24/02/2009,2.2,,,,,-40.66,-53.53,,,4.1,,,,,
+25/02/2009,0,,,,,-40.66,-53.54,,,2.6,,,,,
+26/02/2009,0,,,,,-40.66,-53.53,,,3.5,,,,,
+27/02/2009,0,,,,,-40.66,-53.54,,,6,,,,,
+28/02/2009,0,,,,,-40.67,-53.54,,,6.65,,,,,
+01/03/2009,0.2,,,,,-40.67,-53.54,,,5.3,,,,,
+02/03/2009,12.2,,,,,-40.66,-53.53,,,7.2,,,,,
+03/03/2009,3.6,,,,,-40.66,-53.53,,,7.6,,,,,
+04/03/2009,6.8,,,,,-40.65,-53.52,,,6.75,,,,,
+05/03/2009,30.6,,,,,-40.61,-53.5,,,3.65,,,,,
+06/03/2009,32.4,,,,,-40.58,-53.48,,,3.35,,,,,
+07/03/2009,0.2,,,,,-40.57,-53.47,,,6.15,,,,,
+08/03/2009,0,,,,,-40.56,-53.47,,,7.5,,,,,
+09/03/2009,0,,,,,-40.56,-53.46,,,5.85,,,,,
+10/03/2009,0,,,,,-40.57,-53.47,,,5.4,,,,,
+11/03/2009,0,,,,,-40.57,-53.47,,,8.05,,,,,
+12/03/2009,0,,,,,-40.57,-53.47,,,5.8,,,,,
+13/03/2009,0,,,,,-40.58,-53.47,,,7.75,,,,,
+14/03/2009,0,,,,,-40.58,-53.48,,,8.65,,,,,
+15/03/2009,0,,,,,-40.58,-53.48,,,8.45,,,,,
+16/03/2009,2.4,,,,,-40.58,-53.48,,,8.25,,,,,
+17/03/2009,0,,,,,-40.58,-53.48,,,8.45,,,,,
+18/03/2009,0,,,,,-40.58,-53.48,,,10.4,,,,,
+19/03/2009,0,,,,,-40.57,-53.48,,,6.95,,,,,
+20/03/2009,4.8,,,,,-40.57,-53.47,,,1.4,,,,,
+21/03/2009,0,,,,,-40.57,-53.47,,,-1.05,,,,,
+22/03/2009,0,,,,,-40.57,-53.47,,,2.7,,,,,
+23/03/2009,0,,,,,-40.57,-53.47,,,7.35,,,,,
+24/03/2009,0,,,,,-40.56,-53.46,,,6.15,,,,,
+25/03/2009,0.8,,,,,-40.56,-53.46,,,4.8,,,,,
+26/03/2009,0,,,,,-40.56,-53.46,,,6.65,,,,,
+27/03/2009,0,,,,,-40.56,-53.46,,,7.1,,,,,
+28/03/2009,0,,,,,-40.55,-53.46,,,8.4,,,,,
+29/03/2009,1.8,,,,,-40.55,-53.46,,,10.05,,,,,
+30/03/2009,7.6,,,,,-40.55,-53.46,,,11.2,,,,,
+31/03/2009,0,,,,,-40.54,-53.45,,,10.8,,,,,
+01/04/2009,24.2,,,,,-40.53,-53.45,,,10.65,,,,,
+02/04/2009,3.8,,,,,-40.53,-53.44,,,9.25,,,,,
+03/04/2009,0.4,,,,,-40.52,-53.44,,,8.7,,,,,
+04/04/2009,0,,,,,-40.52,-53.44,,,9.5,,,,,
+05/04/2009,0,,,,,-40.52,-53.44,,,9.6,,,,,
+06/04/2009,0,,,,,-40.52,-53.44,,,11.7,,,,,
+07/04/2009,0.2,,,,,-40.52,-53.43,,,11.05,,,,,
+08/04/2009,0,,,,,-40.52,-53.43,,,10.55,,,,,
+09/04/2009,0,,,,,-40.51,-53.43,,,12.95,,,,,
+10/04/2009,0,,,,,-40.51,-53.43,,,12.8,,,,,
+11/04/2009,0,,,,,-40.51,-53.43,,,12.1,,,,,
+12/04/2009,0,,,,,-40.5,-53.43,,,13.6,,,,,
+13/04/2009,0,,,,,-40.5,-53.42,,,12.8,,,,,
+14/04/2009,0,,,,,-40.5,-53.42,,,11.2,,,,,
+15/04/2009,0.6,,,,,-40.5,-53.42,,,13.75,,,,,
+16/04/2009,0,,,,,-40.49,-53.42,,,12.35,,,,,
+17/04/2009,0.4,,,,,-40.49,-53.42,,,10.05,,,,,
+18/04/2009,0,,,,,-40.49,-53.41,,,8.95,,,,,
+19/04/2009,1.8,,,,,-40.49,-53.41,,,8.95,,,,,
+20/04/2009,12.4,,,,,-40.48,-53.41,,,9.6,,,,,
+21/04/2009,0,,,,,-40.48,-53.41,,,10.45,,,,,
+22/04/2009,3.2,,,,,-40.48,-53.4,,,11.95,,,,,
+23/04/2009,0,,,,,-40.48,-53.4,,,12.4,,,,,
+24/04/2009,1.4,,,,,-40.47,-53.4,,,8.35,,,,,
+25/04/2009,6.4,,,,,-40.46,-53.4,,,11.4,,,,,
+26/04/2009,0,,,,,-40.46,-53.39,,,12,,,,,
+27/04/2009,0.6,,,,,-40.46,-53.39,,,12.45,,,,,
+28/04/2009,1.4,,,,,-40.45,-53.39,,,9.2,,,,,
+29/04/2009,0.2,,,,,-40.45,-53.38,,,9.25,,,,,
+30/04/2009,7.2,,,,,-40.45,-53.38,,,8.85,,,,,
+01/05/2009,1.6,,,,,-40.44,-53.38,,,12.1,,,,,
+02/05/2009,0,,,,,-40.44,-53.38,,,13.65,,,,,
+03/05/2009,9.6,,,,,-40.44,-53.37,,,10.75,,,,,
+04/05/2009,0,,,,,-40.43,-53.37,,,13.5,,,,,
+05/05/2009,0.2,,,,,-40.43,-53.37,,,12.6,,,,,
+06/05/2009,0,,,,,-40.43,-53.37,,,11.8,,,,,
+07/05/2009,0,,,,,-40.43,-53.36,,,15.15,,,,,
+08/05/2009,0,,,,,-40.42,-53.36,,,13.95,,,,,
+09/05/2009,0,,,,,-40.42,-53.36,,,14.95,,,,,
+10/05/2009,0,,,,,-40.42,-53.36,,,16.05,,,,,
+11/05/2009,0,,,,,-40.41,-53.36,,,15.95,,,,,
+12/05/2009,0,,,,,-40.41,-53.35,,,16.2,,,,,
+13/05/2009,0,,,,,-40.4,-53.35,,,16.05,,,,,
+14/05/2009,0,,,,,-40.4,-53.34,,,15.5,,,,,
+15/05/2009,0.8,,,,,-40.4,-53.34,,,14.85,,,,,
+16/05/2009,0.2,,,,,-40.39,-53.34,,,18.25,,,,,
+17/05/2009,0,,,,,-40.39,-53.34,,,18.3,,,,,
+18/05/2009,0,,,,,-40.38,-53.33,,,18.45,,,,,
+19/05/2009,0,,,,,-40.38,-53.33,,,19.45,,,,,
+20/05/2009,0,,,,,-40.38,-53.33,,,19.5,,,,,
+21/05/2009,0,,,,,-40.37,-53.33,,,19.9,,,,,
+22/05/2009,0,,,,,-40.37,-53.33,,,20.35,,,,,
+23/05/2009,0,,,,,-40.37,-53.33,,,21.05,,,,,
+24/05/2009,0,,,,,-40.36,-53.32,,,22.75,,,,,
+25/05/2009,0,,,,,-40.36,-53.32,,,22.7,,,,,
+26/05/2009,0,,,,,-40.35,-53.31,,,21.85,,,,,
+27/05/2009,0,,,,,-40.35,-53.31,,,18.1,,,,,
+28/05/2009,0,,,,,-40.35,-53.31,,,15.95,,,,,
+29/05/2009,0,,,,,-40.34,-53.3,,,16.9,,,,,
+30/05/2009,0,,,,,-40.34,-53.3,,,15.65,,,,,
+31/05/2009,0.6,,,,,-40.33,-53.3,,,14.5,,,,,
+01/06/2009,39.6,,,,,-40.32,-53.29,,,11.8,,,,,
+02/06/2009,44.8,,,,,-40.3,-53.27,,,14.45,,,,,
+03/06/2009,0,,,,,-40.3,-53.28,,,16,,,,,
+04/06/2009,0,,,,,-40.3,-53.27,,,15.8,,,,,
+05/06/2009,0,,,,,-40.3,-53.27,,,17.65,,,,,
+06/06/2009,0,,,,,-40.29,-53.27,,,15.65,,,,,
+07/06/2009,0,,,,,-40.29,-53.27,,,15.55,,,,,
+08/06/2009,0,,,,,-40.28,-53.27,,,15.15,,,,,
+09/06/2009,0,,,,,-40.28,-53.26,,,16.5,,,,,
+10/06/2009,0,,,,,-40.28,-53.26,,,17.45,,,,,
+11/06/2009,0,,,,,-40.28,-53.26,,,17.85,,,,,
+12/06/2009,0,,,,,-40.28,-53.26,,,18.85,,,,,
+13/06/2009,0,,,,,-40.27,-53.26,,,19.55,,,,,
+14/06/2009,0,,,,,-40.27,-53.25,,,21.1,,,,,
+15/06/2009,0,,,,,-40.27,-53.25,,,21.55,,,,,
+16/06/2009,0,,,,,-40.27,-53.25,,,21.4,,,,,
+17/06/2009,0,,,,,-40.26,-53.24,,,21.8,,,,,
+18/06/2009,0,,,,,-40.26,-53.24,,,21.05,,,,,
+19/06/2009,0,,,,,-40.25,-53.24,,,21.9,,,,,
+20/06/2009,0,,,,,-40.24,-53.23,,,19.55,,,,,
+21/06/2009,25.4,,,,,-40.24,-53.23,,,13.85,,,,,
+22/06/2009,0.2,,,,,-40.23,-53.22,,,14.05,,,,,
+23/06/2009,14.4,,,,,-40.22,-53.22,,,12.35,,,,,
+24/06/2009,0.4,,,,,-40.22,-53.21,,,13.95,,,,,
+25/06/2009,0,,,,,-40.22,-53.21,,,17.5,,,,,
+26/06/2009,0,,,,,-40.21,-53.21,,,16.65,,,,,
+27/06/2009,0,,,,,-40.21,-53.21,,,17.8,,,,,
+28/06/2009,0,,,,,-40.21,-53.21,,,18.6,,,,,
+29/06/2009,0.4,,,,,-40.2,-53.2,,,20,,,,,
+30/06/2009,1.2,,,,,-40.2,-53.2,,,20.5,,,,,
+01/07/2009,0,,,,,-40.2,-53.2,,,20.55,,,,,
+02/07/2009,0.4,,,,,-40.19,-53.19,,,20.15,,,,,
+03/07/2009,1.8,,,,,-40.19,-53.19,,,20.25,,,,,
+04/07/2009,0,,,,,-40.18,-53.19,,,21.35,,,,,
+05/07/2009,0,,,,,-40.18,-53.18,,,20.8,,,,,
+06/07/2009,0,,,,,-40.18,-53.18,,,20.45,,,,,
+07/07/2009,0,,,,,-40.17,-53.18,,,19.8,,,,,
+08/07/2009,0,,,,,-40.17,-53.18,,,18.6,,,,,
+09/07/2009,0,,,,,-40.16,-53.17,,,18.85,,,,,
+10/07/2009,0,,,,,-40.16,-53.17,,,17.55,,,,,
+11/07/2009,0,,,,,-40.15,-53.17,,,17.45,,,,,
+12/07/2009,0,,,,,-40.15,-53.17,,,18.65,,,,,
+13/07/2009,0,,,,,-40.15,-53.16,,,21.05,,,,,
+14/07/2009,0,,,,,-40.15,-53.16,,,23.8,,,,,
+15/07/2009,0,,,,,-40.14,-53.16,,,23.05,,,,,
+16/07/2009,0,,,,,-40.14,-53.16,,,24.6,,,,,
+17/07/2009,0,,,,,-40.13,-53.15,,,23.7,,,,,
+18/07/2009,0.8,,,,,-40.13,-53.15,,,16.75,,,,,
+19/07/2009,0,,,,,-40.13,-53.14,,,17.5,,,,,
+20/07/2009,0,,,,,-40.12,-53.14,,,18.65,,,,,
+21/07/2009,0,,,,,-40.12,-53.14,,,21.35,,,,,
+22/07/2009,0,,,,,-40.12,-53.14,,,23.05,,,,,
+23/07/2009,0,,,,,-40.11,-53.13,,,24.9,,,,,
+24/07/2009,0,,,,,-40.11,-53.13,,,24.45,,,,,
+25/07/2009,0,,,,,-40.1,-53.13,,,22.35,,,,,
+26/07/2009,0,,,,,-40.1,-53.12,,,22.1,,,,,
+27/07/2009,0,,,,,-40.1,-53.12,,,22.7,,,,,
+28/07/2009,0,,,,,-40.09,-53.12,,,23.65,,,,,
+29/07/2009,0,,,,,-40.09,-53.12,,,23.2,,,,,
+30/07/2009,0,,,,,-40.09,-53.12,,,24.85,,,,,
+31/07/2009,0,,,,,-40.08,-53.11,,,24.55,,,,,
+01/08/2009,0,,,,,-40.08,-53.11,,,22.75,,,,,
+02/08/2009,0,,,,,-40.07,-53.11,,,22.25,,,,,
+03/08/2009,0,,,,,-40.07,-53.1,,,18.7,,,,,
+04/08/2009,11.6,,,,,-40.06,-53.1,,,18.75,,,,,
+05/08/2009,0,,,,,-40.06,-53.1,,,20.7,,,,,
+06/08/2009,0,,,,,-40.06,-53.09,,,21.35,,,,,
+07/08/2009,0,,,,,-40.05,-53.09,,,21.85,,,,,
+08/08/2009,0,,,,,-40.05,-53.09,,,22.3,,,,,
+09/08/2009,0,,,,,-40.05,-53.09,,,22.5,,,,,
+10/08/2009,0,,,,,-40.04,-53.08,,,21.9,,,,,
+11/08/2009,0,,,,,-40.04,-53.08,,,20.8,,,,,
+12/08/2009,0,,,,,-40.04,-53.08,,,22.05,,,,,
+13/08/2009,0,,,,,-40.04,-53.08,,,22.3,,,,,
+14/08/2009,3.4,,,,,-40.03,-53.07,,,21.95,,,,,
+15/08/2009,0,,,,,-40.03,-53.07,,,23.15,,,,,
+16/08/2009,0,,,,,-40.02,-53.07,,,24.3,,,,,
+17/08/2009,0,,,,,-40.02,-53.06,,,24.45,,,,,
+18/08/2009,0,,,,,-40.02,-53.06,,,24.65,,,,,
+19/08/2009,0,,,,,-40.02,-53.06,,,26.45,,,,,
+20/08/2009,0,,,,,-40.01,-53.06,,,25.5,,,,,
+21/08/2009,0,,,,,-40.01,-53.05,,,26.1,,,,,
+22/08/2009,0,,,,,-40.01,-53.05,,,25.15,,,,,
+23/08/2009,0,,,,,-40,-53.05,,,24.05,,,,,
+24/08/2009,1.8,,,,,-40,-53.04,,,22.25,,,,,
+25/08/2009,0,,,,,-40,-53.05,,,22.2,,,,,
+26/08/2009,0,,,,,-39.99,-53.04,,,23.8,,,,,
+27/08/2009,0,,,,,-39.99,-53.04,,,21.05,,,,,
+28/08/2009,13.2,,,,,-39.98,-53.04,,,22.05,,,,,
+29/08/2009,0,,,,,-39.98,-53.04,,,22.05,,,,,
+30/08/2009,0,,,,,-39.98,-53.04,,,21.3,,,,,
+31/08/2009,0,,,,,-39.97,-53.03,,,20.75,,,,,
+01/09/2009,0,,,,,-39.97,-53.03,,,22.05,,,,,
+02/09/2009,0,,,,,-39.97,-53.03,,,21.05,,,,,
+03/09/2009,0,,,,,-39.97,-53.03,,,21.45,,,,,
+04/09/2009,0,,,,,-39.96,-53.02,,,21.35,,,,,
+05/09/2009,0,,,,,-39.96,-53.02,,,21.15,,,,,
+06/09/2009,0,,,,,-39.96,-53.02,,,17.1,,,,,
+07/09/2009,0,,,,,-39.95,-53.01,,,16.2,,,,,
+08/09/2009,0,,,,,-39.95,-53.02,,,17.45,,,,,
+09/09/2009,0,,,,,-39.95,-53.01,,,16.55,,,,,
+10/09/2009,0,,,,,-39.95,-53.01,,,16.1,,,,,
+11/09/2009,0.2,,,,,-39.94,-53.01,,,17.4,,,,,
+12/09/2009,0.4,,,,,-39.94,-53,,,17.95,,,,,
+13/09/2009,0,,,,,-39.94,-53,,,16.95,,,,,
+14/09/2009,0,,,,,-39.94,-53,,,15.4,,,,,
+15/09/2009,10.6,,,,,-39.93,-53,,,16.55,,,,,
+16/09/2009,10.6,,,,,-39.92,-53,,,16.2,,,,,
+17/09/2009,0.4,,,,,-39.92,-52.99,,,16.45,,,,,
+18/09/2009,0,,,,,-39.92,-52.99,,,15.9,,,,,
+19/09/2009,0,,,,,-39.92,-52.99,,,16.85,,,,,
+20/09/2009,16,,,,,-39.92,-52.98,,,14.45,,,,,
+21/09/2009,3.4,,,,,-39.91,-52.98,,,15.85,,,,,
+22/09/2009,0,,,,,-39.91,-52.98,,,18.7,,,,,
+23/09/2009,0,,,,,-39.91,-52.98,,,18.8,,,,,
+24/09/2009,0,,,,,-39.91,-52.98,,,18.2,,,,,
+25/09/2009,0,,,,,-39.91,-52.98,,,17.8,,,,,
+26/09/2009,0,,,,,-39.9,-52.97,,,18.05,,,,,
+27/09/2009,0,,,,,-39.9,-52.97,,,18.2,,,,,
+28/09/2009,0,,,,,-39.9,-52.97,,,17.25,,,,,
+29/09/2009,0,,,,,-39.89,-52.97,,,17.05,,,,,
+30/09/2009,0,,,,,-39.89,-52.97,,,16.6,,,,,
+01/10/2009,0,,,,,-39.89,-52.96,,,16.15,,,,,
+02/10/2009,4.4,,,,,-39.88,-52.96,,,16.5,,,,,
+03/10/2009,5.8,,,,,-39.88,-52.96,,,14.75,,,,,
+04/10/2009,0,,,,,-39.88,-52.96,,,15.3,,,,,
+05/10/2009,0,,,,,-39.88,-52.96,,,16.4,,,,,
+06/10/2009,0,,,,,-39.88,-52.96,,,15.65,,,,,
+07/10/2009,0,,,,,-39.88,-52.95,,,16.7,,,,,
+08/10/2009,0,,,,,-39.87,-52.95,,,17.95,,,,,
+09/10/2009,0,,,,,-39.87,-52.95,,,17.3,,,,,
+10/10/2009,23.6,,,,,-39.87,-52.95,,,15.55,,,,,
+11/10/2009,13,,,,,-39.87,-52.95,,,15.25,,,,,
+12/10/2009,0,,,,,-39.86,-52.95,,,11.05,,,,,
+13/10/2009,12.8,,,,,-39.86,-52.95,,,8.55,,,,,
+14/10/2009,0,,,,,-39.86,-52.94,,,8.4,,,,,
+15/10/2009,0,,,,,-39.86,-52.94,,,5.1,,,,,
+16/10/2009,0,,,,,-39.86,-52.94,,,6.8,,,,,
+17/10/2009,0,,,,,-39.85,-52.94,,,8.2,,,,,
+18/10/2009,0,,,,,-39.85,-52.94,,,6.85,,,,,
+19/10/2009,0,,,,,-39.85,-52.93,,,4.5,,,,,
+20/10/2009,0,,,,,-39.85,-52.94,,,5.3,,,,,
+21/10/2009,1.2,,,,,-39.85,-52.93,,,10.5,,,,,
+22/10/2009,19.6,,,,,-39.84,-52.93,,,13.5,,,,,
+23/10/2009,9.6,,,,,-39.83,-52.92,,,10.95,,,,,
+24/10/2009,33.8,,,,,-39.83,-52.92,,,11.2,,,,,
+25/10/2009,0,,,,,-39.83,-52.93,,,12.4,,,,,
+26/10/2009,0,,,,,-39.84,-52.92,,,13.9,,,,,
+27/10/2009,0,,,,,-39.84,-52.93,,,12.5,,,,,
+28/10/2009,0,,,,,-39.84,-52.92,,,12.55,,,,,
+29/10/2009,0,,,,,-39.83,-52.92,,,11.95,,,,,
+30/10/2009,0,,,,,-39.83,-52.92,,,11.85,,,,,
+31/10/2009,0,,,,,-39.83,-52.92,,,7.45,,,,,
+01/11/2009,0,,,,,-39.83,-52.92,,,8.15,,,,,
+02/11/2009,0,,,,,-39.82,-52.91,,,7.5,,,,,
+03/11/2009,10.2,,,,,-39.82,-52.91,,,6.55,,,,,
+04/11/2009,0,,,,,-39.82,-52.91,,,7.8,,,,,
+05/11/2009,9.2,,,,,-39.82,-52.91,,,9.05,,,,,
+06/11/2009,16.2,,,,,-39.81,-52.9,,,6.3,,,,,
+07/11/2009,0,,,,,-39.8,-52.9,,,6.95,,,,,
+08/11/2009,19.4,,,,,-39.8,-52.9,,,5.35,,,,,
+09/11/2009,7,,,,,-39.79,-52.89,,,6.45,,,,,
+10/11/2009,0,,,,,-39.79,-52.89,,,6.4,,,,,
+11/11/2009,0,,,,,-39.79,-52.89,,,6.95,,,,,
+12/11/2009,0,,,,,-39.8,-52.89,,,7.55,,,,,
+13/11/2009,0,,,,,-39.8,-52.89,,,10,,,,,
+14/11/2009,0,,,,,-39.8,-52.89,,,10.15,,,,,
+15/11/2009,0,,,,,-39.8,-52.89,,,11.9,,,,,
+16/11/2009,0,,,,,-39.8,-52.89,,,12.75,,,,,
+17/11/2009,0,,,,,-39.8,-52.9,,,13.5,,,,,
+18/11/2009,0,,,,,-39.8,-52.9,,,14.5,,,,,
+19/11/2009,0,,,,,-39.8,-52.9,,,15.6,,,,,
+20/11/2009,0,,,,,-39.8,-52.9,,,14.15,,,,,
+21/11/2009,0,,,,,-39.8,-52.89,,,12.15,,,,,
+22/11/2009,0.2,,,,,-39.8,-52.89,,,8.85,,,,,
+23/11/2009,0,,,,,-39.8,-52.89,,,11,,,,,
+24/11/2009,0,,,,,-39.8,-52.89,,,9.8,,,,,
+25/11/2009,0,,,,,-39.8,-52.89,,,10.55,,,,,
+26/11/2009,0,,,,,-39.79,-52.89,,,9.9,0.4,,,,
+27/11/2009,2.4,,,,,-39.79,-52.89,,,10.25,,,,,
+28/11/2009,23,,,,,-39.78,-52.88,,,7.75,,,,,
+29/11/2009,0.2,,,,,-39.77,-52.88,,,8.8,,,,,
+30/11/2009,1,,,,,-39.77,-52.87,,,9.1,,,,,
+01/12/2009,12.8,,,,,-39.76,-52.86,,,7.95,,,,,
+02/12/2009,0,,,,,-39.76,-52.86,,,6.7,,,,,
+03/12/2009,0,,,,,-39.75,-52.88,,,4,5.8,,,,
+04/12/2009,14.4,,,,,-39.74,-52.88,,,3.9,4.5,,,,
+05/12/2009,13.2,,,,,-39.74,-52.88,,,4.6,4.75,,,,
+06/12/2009,0.2,,,,,-39.74,-52.88,,,5.5,4.95,,,,
+07/12/2009,0,,,,,-39.74,-52.88,,,5.15,6,,,,
+08/12/2009,0,,,,,-39.74,-52.88,,,8.35,6.85,,,,
+09/12/2009,0,,,,,-39.74,-52.88,,,3.4,4.1,,,,
+10/12/2009,0,,,,,-39.74,-52.88,,,4.8,5.15,,,,
+11/12/2009,0,,,,,-39.74,-52.88,,,5.3,4.9,,,,
+12/12/2009,0,,,,,-39.74,-52.88,,,2.65,2.2,,,,
+13/12/2009,0,,,,,-39.74,-52.88,,,-0.05,1.05,,,,
+14/12/2009,6.6,,,,,-39.74,-52.88,,,2.75,1.3,,,,
+15/12/2009,0,,,,,-39.74,-52.88,,,0.1,-0.2,,,,
+16/12/2009,0,,,,,-39.74,-52.88,,,-0.2,0.6,,,,
+17/12/2009,1,,,,,-39.74,-52.88,,,1,0.15,,,,
+18/12/2009,0,,,,,-39.74,-52.88,,,-2.35,-2.6,,,,
+19/12/2009,2.6,,,,,-39.74,-52.88,,,-4.55,-4.65,,,,
+20/12/2009,0.4,,,,,-39.74,-52.88,,,-6.05,-5.85,,,,
+21/12/2009,5.8,,,,,-39.75,-52.88,,,0.2,-0.9,,,,
+22/12/2009,27.6,,,,,-39.73,-52.87,,,7.6,7.05,,,,
+23/12/2009,19.6,,,,,-39.68,-52.84,,,9.5,9.15,,,,
+24/12/2009,14,,,,,-39.66,-52.82,,,10.55,10.45,,,,
+25/12/2009,15.2,,,,,-39.61,-52.79,,,6.7,7.3,,,,
+26/12/2009,2.8,,,,,-39.58,-52.77,,,3.75,3.7,,,,
+27/12/2009,0.2,,,,,-39.57,-52.77,,,3.9,4.2,,,,
+28/12/2009,0,,,,,-39.59,-52.78,,,6,5.1,,,,
+29/12/2009,4.2,,,,,-39.59,-52.79,,,8.25,7.35,,,,
+30/12/2009,4.8,,,,,-39.59,-52.79,,,10.15,10,,,,
+31/12/2009,0.4,,,,,-39.59,-52.78,,,8.25,8.05,,,,
+01/01/2010,21.8,49.4,,,,-39.58,-52.77,,6.05,5.65,5.55,,,,
+02/01/2010,18.2,2.8,,,,-39.52,-52.74,,,2.1,2.75,,,,
+03/01/2010,0,,,,,-39.51,-52.73,,,-1.1,-0.65,,,,
+04/01/2010,0,,,,,-39.52,-52.73,,,1.2,1.1,,,,
+05/01/2010,7.4,,,,,-39.52,-52.73,,,6,5.55,,,,
+06/01/2010,50.2,,,,,-39.43,-52.67,,,5.35,5,,,,
+07/01/2010,15.8,0.4,,,,-39.36,-52.63,,4.05,4.8,4.2,,,,
+08/01/2010,9.8,12.8,,,,-39.35,-52.62,,5.85,7.3,6.4,,,,
+09/01/2010,34.4,43.6,,,,-39.32,-52.6,,2.95,4.05,3.35,,,,
+10/01/2010,6.2,14.4,,,,-39.27,-52.56,,1.2,1.6,1.7,,,,
+11/01/2010,0.4,0.4,,,,-39.27,-52.57,,0.45,0.5,0.6,,,,
+12/01/2010,0,0,,,,-39.3,-52.58,,1.35,1.15,1.6,,,,
+13/01/2010,0,0,,,,-39.33,-52.6,,1.65,1.5,1.6,,,,
+14/01/2010,0,0,,,,-39.35,-52.62,,1.35,1.6,1.8,,,,
+15/01/2010,0,0,,,,-39.39,-52.64,,,3.35,2.85,,,,
+16/01/2010,0,,,,,-39.41,-52.65,,-0.3,1.95,0.85,,,,
+17/01/2010,2,1,,,,-39.43,-52.66,,1.85,1.95,1.6,,,,
+18/01/2010,0.6,0.6,,,,-39.44,-52.67,,2.5,2.25,2.2,,,,
+19/01/2010,0,0,,,,-39.46,-52.68,,2.75,2.1,0.95,,,,
+20/01/2010,0,0,,,,-39.46,-52.68,,2.3,0.5,1.45,,,,
+21/01/2010,0,0,,,,-39.47,-52.69,,1.8,1.7,1.2,,,,
+22/01/2010,0,0,,,,-39.48,-52.69,,-0.2,0.15,-0.45,,,,
+23/01/2010,0,0,,,,-39.48,-52.7,,-0.5,-0.5,-0.75,,,,
+24/01/2010,0,0,,,,-39.49,-52.7,,0.85,0.35,0.25,,,,
+25/01/2010,0,0,,,,-39.49,-52.7,,2.55,2.85,1.95,,,,
+26/01/2010,0.4,0,,,,-39.49,-52.7,,-0.8,1.85,0.95,,,,
+27/01/2010,1.6,1.4,,,,-39.49,-52.7,,-0.1,1.9,-0.1,,,,
+28/01/2010,0,0,,,,-39.49,-52.7,,1,0.9,0.15,,,,
+29/01/2010,0,0,,,,-39.49,-52.69,,1.8,2.4,0.55,,,,
+30/01/2010,0.8,1.2,,,,-39.48,-52.7,,3.45,3.45,3.4,,,,
+31/01/2010,0.8,0.6,,,,-39.49,-52.7,,-1.45,-1.25,-0.85,,,,
+01/02/2010,0,0,,,,-39.49,-52.7,,-2.55,-3.1,-2.25,,,,
+02/02/2010,0,0,,,,-39.5,-52.7,,-0.15,-1.25,-1.05,,,,
+03/02/2010,0,0,,,,-39.5,-52.71,,1.25,1.95,1.45,,,,
+04/02/2010,0,0,,,,-39.5,-52.71,,4.8,5.15,4.25,,,,
+05/02/2010,0,0,,,,-39.5,-52.7,,4.75,5.1,4.65,,,,
+06/02/2010,24.2,45.2,,,,-39.48,-52.69,,2,2.15,1.9,,,,
+07/02/2010,3.6,13.8,,,,-39.48,-52.69,,1.05,1.85,1.2,,,,
+08/02/2010,0,0,,,,-39.47,-52.69,,0.2,0.05,0.15,,,,
+09/02/2010,0,0,,,,-39.47,-52.69,,1,0.4,0.2,,,,
+10/02/2010,14.2,22.6,,,,-39.46,-52.67,,0.15,0.3,0.65,,,,
+11/02/2010,9.4,7.2,,,,-39.45,-52.67,,-0.25,0,-0.7,,,,
+12/02/2010,1.2,7.2,,,,-39.45,-52.67,,-1.75,-2.1,-2.6,,,,
+13/02/2010,0.6,0,,,,-39.45,-52.67,,1.15,-1.2,-0.65,,,,
+14/02/2010,0.2,0,,,,-39.45,-52.67,,1.75,1.65,1.05,,,,
+15/02/2010,0,0,,,,-39.45,-52.67,,2.5,1.75,1.45,,,,
+16/02/2010,0.6,4.2,,,,-39.44,-52.67,,2.05,2.8,1.45,,,,
+17/02/2010,0,10.6,,,,-39.44,-52.66,,5.25,5.3,4.8,,,,
+18/02/2010,0.8,30.4,,,,-39.43,-52.66,,8.55,9.1,8.15,,,,
+19/02/2010,2.2,5.6,,,,-39.42,-52.65,,7.3,8,7,,,,
+20/02/2010,10.4,25.2,,,,-39.4,-52.64,,4.9,5.2,5.05,,,,
+21/02/2010,1.2,3.6,,,,-39.39,-52.63,,4.4,4.85,4.25,,,,
+22/02/2010,7.8,15.6,,,,-39.38,-52.62,,4.55,5.9,5.65,,,,
+23/02/2010,6.2,13.2,,,,-39.37,-52.61,,8.7,9,8.3,,,,
+24/02/2010,1.6,0.6,,,,-39.35,-52.6,,7.25,6.55,6.2,,,,
+25/02/2010,14.6,18.2,,,,-39.35,-52.6,,7.45,7.4,6.65,,,,
+26/02/2010,0,1.2,,,,-39.33,-52.6,,8.3,8.65,8.35,,,,
+27/02/2010,0,4.4,,,,-39.33,-52.59,,8,6.8,6.85,,,,
+28/02/2010,0,0,,,,-39.33,-52.59,,8.2,8,8.6,,,,
+01/03/2010,0,0,,,,-39.33,-52.59,,8.35,7.8,8.75,,,,
+02/03/2010,12.8,4.2,,,,-39.33,-52.59,,7.75,6.6,7,,,,
+03/03/2010,0.2,0,,,,-39.33,-52.59,,5.95,5.65,4.7,,,,
+04/03/2010,10.2,24.4,,,,-39.32,-52.58,,3.4,4.55,4.1,,,,
+05/03/2010,4.2,2.2,,,,-39.32,-52.58,,-0.3,0.6,-0.3,,,,
+06/03/2010,1,1.2,,,,-39.31,-52.57,,-0.1,-0.2,0.25,,,,
+07/03/2010,0,0,,,,-39.31,-52.57,,1.1,0.65,0.75,,,,
+08/03/2010,0,0,,,,-39.31,-52.57,,-1.55,0.35,-1.45,,,,
+09/03/2010,0,1,,,,-39.29,-52.56,,-2.95,-1.25,-2.8,,,,
+10/03/2010,0.2,41,,,,-39.3,-52.56,,0.1,1.5,0.45,,,,
+11/03/2010,18.2,10.4,,,,-39.29,-52.56,,-0.35,0.2,0.1,,,,
+12/03/2010,8.8,5.6,,,,-39.29,-52.56,,2.15,2.85,2.4,,,,
+13/03/2010,0,0,,,,-39.29,-52.55,,3.1,3.05,2.4,,,,
+14/03/2010,0,0,,,,-39.28,-52.55,,4.85,3.85,4,,,,
+15/03/2010,0,0,,,,-39.28,-52.55,,4.5,4.35,3.3,,,,
+16/03/2010,0.2,0,,,,-39.27,-52.55,,6.1,4.05,4.55,,,,
+17/03/2010,0,0,,,,-39.27,-52.55,,7.45,6.05,5.75,,,,
+18/03/2010,0,0,,,,-39.26,-52.54,,6.7,5.4,4.8,,,,
+19/03/2010,0,0,,,,-39.26,-52.53,,6.05,6.25,5.2,,,,
+20/03/2010,0,0,,,,-39.25,-52.53,,7.7,7.85,6.7,,,,
+21/03/2010,0,0,,,,-39.24,-52.52,,9.55,8.95,8.9,,,,
+22/03/2010,0.4,1.2,,,,-39.24,-52.52,,11.05,10.4,9.35,,,,
+23/03/2010,0,0,,,,-39.23,-52.51,,11.25,10.1,8.95,,,,
+24/03/2010,0,0.4,,,,-39.22,-52.51,,10.7,9.45,8.95,,,,
+25/03/2010,0,0,,,,-39.22,-52.5,,10.4,8.65,8.35,,,,
+26/03/2010,0,0,,,,-39.21,-52.5,,10.65,10.05,10.15,,,,
+27/03/2010,0,0.4,,,,-39.21,-52.49,,8.25,8.1,7.4,,,,
+28/03/2010,0.2,0.8,,,,-39.2,-52.49,,8.6,8.55,7.8,,,,
+29/03/2010,0,0,,,,-39.2,-52.49,,9.35,7.35,7.9,,,,
+30/03/2010,0,0,,,,-39.19,-52.48,,7.7,8.15,7.55,,,,
+31/03/2010,0.2,0.4,,,,-39.19,-52.48,,8.05,7.65,6.9,,,,
+01/04/2010,0,0,,,,-39.18,-52.48,,6.85,5.15,5.35,,,,
+02/04/2010,0,0,,,,-39.18,-52.48,,7.2,6.25,5.7,,,,
+03/04/2010,0,0,,,,-39.18,-52.48,,8.2,7.55,6.1,,,,
+04/04/2010,0.8,1.6,,,,-39.18,-52.47,,6.6,7.15,6.55,,,,
+05/04/2010,52,89,,,,-39.15,-52.46,,5.3,4.8,4.65,,,,
+06/04/2010,3,7.8,,,,-39.14,-52.45,,9.7,7.35,7.65,,,,
+07/04/2010,0,0,,,,-39.13,-52.44,,11,8.85,9.35,,,,
+08/04/2010,0,0,,,,-39.12,-52.43,,10.35,8.4,8.8,,,,
+09/04/2010,0,0,,,,-39.11,-52.43,,10.95,9.7,9.95,,,,
+10/04/2010,0,0,,,,-39.11,-52.43,,11.85,9.9,10.25,,,,
+11/04/2010,0,0,,,,-39.1,-52.41,,5.5,6.25,5.75,,,,
+12/04/2010,4.2,8.4,,,,-39.09,-52.41,,4.75,4.95,5.1,,,,
+13/04/2010,1.2,1.4,,,,-39.08,-52.4,,5.9,5.5,4.95,,,,
+14/04/2010,4,4.4,,,,-39.07,-52.4,,7.1,5.95,6.2,,,,
+15/04/2010,0,0,,,,-39.07,-52.4,,8.05,7.3,6.95,,,,
+16/04/2010,0,0,,,,-39.07,-52.39,,9.4,8.4,8,,,,
+17/04/2010,0.4,3.6,,,,-39.06,-52.39,,8.1,7.3,7.2,,,,
+18/04/2010,2,12.2,,,,-39.06,-52.39,,8.55,8,7.1,,,,
+19/04/2010,0,0,,,,-39.05,-52.38,,10.35,9.1,9.05,,,,
+20/04/2010,0,2.4,,,,-39.05,-52.38,,11.95,10.9,10.9,,,,
+21/04/2010,0,0,,,,-39.05,-52.37,,11.7,11.65,11.5,,,,
+22/04/2010,0,0,,,,-39.04,-52.37,,11.65,10.55,11.7,,,,
+23/04/2010,18.8,21.2,,,,-39.02,-52.36,,9.05,9.75,8.95,,,,
+24/04/2010,16.2,31.2,,,,-39,-52.35,,11.6,11.8,11.3,,,,
+25/04/2010,0,0,,,,-39,-52.35,,13.05,12.55,12.75,,,,
+26/04/2010,0,0,,,,-38.99,-52.34,,14.25,13.7,14.05,,,,
+27/04/2010,0,0,,,,-38.98,-52.34,,14.9,12.65,14,,,,
+28/04/2010,10.6,34.2,,,,-38.98,-52.33,,14.5,14.1,13.85,,,,
+29/04/2010,0,0,,,,-38.97,-52.33,,14.85,12.75,13.4,,,,
+30/04/2010,0,0,,,,-38.96,-52.32,,14.95,13.1,13.15,,,,
+01/05/2010,0,0,,,,-38.95,-52.31,,13.7,11.8,12.55,,,,
+02/05/2010,1.4,3.2,,,,-38.94,-52.31,,11.1,11.3,10.95,,,,
+03/05/2010,21.2,25,,,,-38.93,-52.3,,13.35,12.2,12.7,,,,
+04/05/2010,4.8,4.6,,,,-38.92,-52.29,,12.85,12.75,12.4,,,,
+05/05/2010,7.8,5.2,,,,-38.9,-52.28,,10.35,10.3,9.95,,,,
+06/05/2010,13,11.2,,,,-38.88,-52.27,,8.25,8.7,7.75,,,,
+07/05/2010,18.8,13.6,,,,-38.87,-52.25,,9.25,8.6,8.95,,,,
+08/05/2010,4.4,5.4,,,,-38.85,-52.25,,9.4,9,8.7,,,,
+09/05/2010,4,2.8,,,,-38.85,-52.24,,10.9,8.7,9.25,,,,
+10/05/2010,0,0,,,,-38.84,-52.23,,12.05,11.3,11.35,,,,
+11/05/2010,2,2,,,,-38.83,-52.23,,13.3,10.9,12.2,,,,
+12/05/2010,2.4,0.4,,,,-38.83,-52.22,,12.5,10.8,11.25,,,,
+13/05/2010,9.2,2.8,,,,-38.82,-52.22,,12.35,11.1,11.9,,,,
+14/05/2010,0,1.4,,,,-38.81,-52.21,,11.2,10.8,9.7,,,,
+15/05/2010,16.6,24,,,,-38.79,-52.2,,7.25,7.65,7.35,,,,
+16/05/2010,24.6,53.4,,,,-38.78,-52.19,,9.2,8.85,9.05,,,,
+17/05/2010,3.8,1.2,,,,-38.77,-52.19,,11.15,10.65,11.05,,,,
+18/05/2010,0,1,,,,-38.77,-52.18,,13.5,11.35,12.45,,,,
+19/05/2010,0,0,,,,-38.76,-52.18,,10.65,9.5,10.2,,,,
+20/05/2010,10.2,18.8,,,,-38.75,-52.17,,10.3,9.45,9.55,,,,
+21/05/2010,0,0,,,,-38.75,-52.16,,11.75,11.6,12.05,,,,
+22/05/2010,0,0,,,,-38.74,-52.16,,14.3,13.35,14,,,,
+23/05/2010,0,0,,,,-38.73,-52.15,,15.55,14.4,14.3,,,,
+24/05/2010,0,0,,,,-38.72,-52.15,,16.55,14.8,15.55,,,,
+25/05/2010,0,0,,,,-38.72,-52.14,,17.2,15.6,15.85,,,,
+26/05/2010,0,0,,,,-38.71,-52.13,,16.55,13.9,14.95,,,,
+27/05/2010,0,0,,,,-38.7,-52.13,,15.6,14.25,14.8,,,,
+28/05/2010,0,0,,,,-38.69,-52.12,,14.35,13.2,14.4,,,,
+29/05/2010,0,1.8,,,,-38.68,-52.12,,15.2,14.65,14.85,,,,
+30/05/2010,0,0,,,,-38.67,-52.11,,16.15,15.35,15.3,,,,
+31/05/2010,0,0,,,,-38.66,-52.1,,14.4,13.6,14.15,,,,
+01/06/2010,0,0,,,,-38.66,-52.1,,15.2,13.1,13,,,,
+02/06/2010,0.2,0,,,,-38.65,-52.09,,13.1,12.3,12.8,,,,
+03/06/2010,7.4,1.8,,,,-38.64,-52.09,,13.05,12,12.35,,,,
+04/06/2010,2.2,3,,,,-38.64,-52.09,,13.75,12.85,13.55,,,,
+05/06/2010,0,0,,,,-38.63,-52.08,,18.15,16.95,18.35,,,,
+06/06/2010,0,0,,,,-38.63,-52.08,,19.75,18.6,19,,,,
+07/06/2010,0,0,,,,-38.62,-52.07,,18.55,16.85,17.15,,,,
+08/06/2010,0,4.4,,,,-38.61,-52.06,,18.65,16.4,17.45,,,,
+09/06/2010,0,0,,,,-38.6,-52.06,,19.45,17.45,18.35,,,,
+10/06/2010,0,0,,,,-38.6,-52.05,,21.75,21.35,21.6,,,,
+11/06/2010,0,0,,,,-38.59,-52.05,,22.4,20.05,21.35,,,,
+12/06/2010,0,0,,,,-38.58,-52.04,,20.15,19.75,19.45,,,,
+13/06/2010,0,0,,,,-38.57,-52.04,,18.35,18.15,18.75,,,,
+14/06/2010,0,0,,,,-38.57,-52.03,,18.15,16.9,17.7,,,,
+15/06/2010,0.2,0,,,,-38.56,-52.02,,18.4,17.9,17.35,,,,
+16/06/2010,3.6,7.6,,,,-38.55,-52.02,,16.3,14.6,15.05,,,,
+17/06/2010,0,0,,,,-38.54,-52.01,,17.55,16.35,16.05,,,,
+18/06/2010,0,0,,,,-38.53,-52,,16.6,15.5,15.95,,,,
+19/06/2010,0,0,,,,-38.52,-51.99,,15.45,15.35,15,,,,
+20/06/2010,15.6,10.6,,,,-38.5,-51.98,,12.2,12.3,11.05,,,,
+21/06/2010,18.6,17.6,,,,-38.49,-51.98,,9.95,9.5,9.8,,,,
+22/06/2010,1,2.6,,,,-38.49,-51.97,,13.65,12.55,13.4,,,,
+23/06/2010,0,0,,,,-38.48,-51.97,,15.85,14.3,14.55,,,,
+24/06/2010,0,0,,,,-38.48,-51.96,,16.9,15.6,16.05,,,,
+25/06/2010,0,0,,,,-38.47,-51.96,,17.4,16.45,16.7,,,,
+26/06/2010,0,0,,,,-38.46,-51.95,,19.75,17.75,17.75,,,,
+27/06/2010,0,0,,,,-38.45,-51.95,,19.75,18.4,18.3,,,,
+28/06/2010,0,0,,,,-38.44,-51.94,,20.95,19.4,19.15,,,,
+29/06/2010,0,0,,,,-38.44,-51.93,,21.3,20.2,19.55,,,,
+30/06/2010,0,0,,,,-38.43,-51.93,,21.7,19.9,20.55,,,,
+01/07/2010,0,0,,,,-38.42,-51.92,,22.05,21.85,21.3,,,,
+02/07/2010,0,0,,,,-38.41,-51.91,,22.75,21.6,21.55,,,,
+03/07/2010,0,0,,,,-38.4,-51.91,,23.95,22,22.4,,,,
+04/07/2010,0,0,,,,-38.39,-51.9,,23.4,21.75,21.9,,,,
+05/07/2010,0,0,,,,-38.38,-51.89,,23.45,20.7,21.5,,,,
+06/07/2010,0,0.4,,,,-38.37,-51.88,,23.25,21.7,21.7,,,,
+07/07/2010,0,6.2,,,,-38.36,-51.88,,22.3,21.4,21.55,,,,
+08/07/2010,0,0.4,,,,-38.35,-51.87,,22.1,20.5,21.1,,,,
+09/07/2010,0,0,,,,-38.34,-51.87,,22.35,21.8,22.05,,,,
+10/07/2010,0,0,,,,-38.33,-51.86,,25.3,22.75,23.1,,,,
+11/07/2010,0,0,,,,-38.32,-51.85,,24.85,22.9,23.55,,,,
+12/07/2010,0,0,,,,-38.31,-51.84,,23.15,21.5,21.65,,,,
+13/07/2010,0,11.4,,,,-38.3,-51.84,,22.9,20.95,21.7,,,,
+14/07/2010,0,0,,,,-38.29,-51.83,,24.9,21.45,22.95,,,,
+15/07/2010,0,0,,,,-38.28,-51.82,,24.85,21.9,22.8,,,,
+16/07/2010,0,0,,,,-38.27,-51.82,,26.25,22.9,23.85,,,,
+17/07/2010,0,0,,,,-38.26,-51.81,,27.05,24.2,24,,,,
+18/07/2010,0,0,,,,-38.25,-51.8,,24.1,21.8,23.4,,,,
+19/07/2010,0,0,,,,-38.24,-51.79,,22.3,20.85,22.25,,,,
+20/07/2010,0,0,,,,-38.23,-51.78,,23.65,20.5,21.9,,,,
+21/07/2010,0,0,,,,-38.22,-51.77,,23.6,15.5,21.55,,,,
+22/07/2010,0,0,,,,-38.21,-51.77,,24.05,20.55,22.25,,,,
+23/07/2010,0,0,,,,-38.2,-51.76,,24.3,21.8,22.05,,,,
+24/07/2010,0,0,,,,-38.19,-51.75,,21,18.7,20.2,,,,
+25/07/2010,0,0,,,,-38.18,-51.74,,19.35,17.35,18.65,,,,
+26/07/2010,0,0,,,,-38.17,-51.73,,16.95,15.75,16.3,,,,
+27/07/2010,0,0,,,,-38.16,-51.73,,17.85,15.8,16.8,,,,
+28/07/2010,0,2,,,,-38.15,-51.72,,20.15,17.75,19.15,,,,
+29/07/2010,0,0,,,,-38.14,-51.71,,18.35,16.45,17.05,,,,
+30/07/2010,22.4,53.4,,,,-38.1,-51.69,,14.5,15,13.6,,,,
+31/07/2010,5,6.4,,,,-38.1,-51.69,,16.75,16.2,16.3,,,,
+01/08/2010,0,0,,,,-38.09,-51.68,,20.25,18.25,19.05,,,,
+02/08/2010,0,0,,,,-38.09,-51.68,,22.5,19.95,20.95,,,,
+03/08/2010,0,0,,,,-38.08,-51.67,,20.65,18.25,19.45,,,,
+04/08/2010,0.6,0,,,,-38.06,-51.67,,20.6,19.75,19.95,,,,
+05/08/2010,0,0,,,,-38.06,-51.66,,18.25,16.55,16.45,,,,
+06/08/2010,0.8,11,,,,-38.05,-51.65,,16.7,15.85,16.4,,,,
+07/08/2010,0,0,,,,-38.05,-51.65,,18.6,17.35,17.6,,,,
+08/08/2010,0,0,,,,-38.04,-51.64,,20,18.45,18.3,,,,
+09/08/2010,0,0,,,,-38.03,-51.64,,20.35,18.25,19.5,,,,
+10/08/2010,0,0.4,,,,-38.02,-51.63,,21.3,19.3,20.25,,,,
+11/08/2010,0,0,,,,-38.01,-51.63,,21.35,20.2,19.75,,,,
+12/08/2010,0,4,,,,-38,-51.62,,20.75,18.7,19.75,,,,
+13/08/2010,0,0,,,,-37.99,-51.61,,19.15,17.4,17.6,,,,
+14/08/2010,29.2,5.8,,,,-37.98,-51.6,,17.9,17.4,16.7,,,,
+15/08/2010,46.2,33.6,,,,-37.97,-51.59,,18,16.9,17.4,,,,
+16/08/2010,0,0,,,,-37.96,-51.59,,17.85,16.55,16.45,,,,
+17/08/2010,0,0,,,,-37.96,-51.58,,17.4,15.55,16.5,,,,
+18/08/2010,0,0,,,,-37.94,-51.58,,17.45,16.35,16.75,,,,
+19/08/2010,0,0,,,,-37.94,-51.57,,20.1,18.65,19.45,,,,
+20/08/2010,0,0,,,,-37.93,-51.57,,22.85,21.05,21.35,,,,
+21/08/2010,0,0,,,,-37.93,-51.56,,23.5,21.65,22.2,,,,
+22/08/2010,0,0,,,,-37.92,-51.56,,22.95,21.25,22.05,,,,
+23/08/2010,0,0,,,,-37.91,-51.55,,23.65,21.6,21.85,,,,
+24/08/2010,0,0,,,,-37.9,-51.54,,22.25,19.35,20.65,,,,
+25/08/2010,0,0,,,,-37.89,-51.54,,22.1,20.3,20.95,,,,
+26/08/2010,0,0,,,,-37.88,-51.53,,23.2,20.8,21.45,,,,
+27/08/2010,0,0,,,,-37.87,-51.52,,23.1,22.6,21.55,,,,
+28/08/2010,0,0,,,,-37.86,-51.51,,21.55,21.15,21.15,,,,
+29/08/2010,0,0,,,,-37.85,-51.51,,18.45,17.25,18.4,,,,
+30/08/2010,0,0,,,,-37.84,-51.5,,17.4,17.1,16.75,,,,
+31/08/2010,0,0,,,,-37.84,-51.5,,16,14.4,15.6,,,,
+01/09/2010,0,0,,,,-37.83,-51.49,,16.75,14.05,15.45,,,,
+02/09/2010,0,0,,,,-37.83,-51.49,,17.65,14.35,15.35,,,,
+03/09/2010,0,0,,,,-37.82,-51.48,,17.85,15.25,16.65,,,,
+04/09/2010,0,0,,,,-37.81,-51.48,,19.1,17.15,18,,,,
+05/09/2010,0,0,,,,-37.81,-51.47,,18.35,16.5,17.4,,,,
+06/09/2010,0,0,,,,-37.8,-51.47,,18.1,16.05,17.1,,,,
+07/09/2010,0,0,,,,-37.79,-51.46,,18.4,18.35,18.2,,,,
+08/09/2010,3.8,20.2,,,,-37.77,-51.45,,17.45,15.7,16,,,,
+09/09/2010,18.8,3,,,,-37.77,-51.44,,16.45,15.35,15.45,,,,
+10/09/2010,16.8,0.4,,,,-37.76,-51.44,,14.45,13.65,13.35,,,,
+11/09/2010,0,0,,,,-37.75,-51.44,,15.75,14.3,15.9,,,,
+12/09/2010,0,0,,,,-37.75,-51.43,,16.7,15.15,16.2,,,,
+13/09/2010,0,0,,,,-37.74,-51.43,,16.9,14.4,15.35,,,,
+14/09/2010,0,0,,,,-37.74,-51.42,,16.1,15.8,15.6,,,,
+15/09/2010,0,0,,,,-37.73,-51.42,,17.5,14.95,15.95,,,,
+16/09/2010,0,0,,,,-37.72,-51.41,,16.85,15.45,15.05,,,,
+17/09/2010,0,0,,,,-37.72,-51.4,,18.1,17.6,17.3,,,,
+18/09/2010,0,0,,,,-37.71,-51.4,,19,18.25,18.35,,,,
+19/09/2010,11.2,22.4,,,,-37.7,-51.39,,14.8,12.75,14.1,,,,
+20/09/2010,4.2,6,,,,-37.69,-51.39,,14.05,13.45,13.95,,,,
+21/09/2010,0,0,,,,-37.69,-51.38,,16.55,14,14.35,,,,
+22/09/2010,0,0,,,,-37.68,-51.38,,16.2,14.45,14.95,,,,
+23/09/2010,0,0,,,,-37.67,-51.37,,16.6,14.6,14.95,,,,
+24/09/2010,0,0,,,,-37.66,-51.36,,15.85,13.1,14.2,,,,
+25/09/2010,7,8.6,,,,-37.65,-51.35,,13.45,12.2,13.8,,,,
+26/09/2010,5,2.4,,,,-37.64,-51.35,,13.65,12.05,12.65,,,,
+27/09/2010,0,2.2,,,,-37.64,-51.35,,11.15,10.45,10.6,,,,
+28/09/2010,0.2,0,,,,-37.64,-51.34,,12.05,10.95,11.3,,,,
+29/09/2010,0,0,,,,-37.63,-51.34,,11.35,9.9,10.95,,,,
+30/09/2010,0,0,,,,-37.63,-51.34,,13.1,11.45,11.85,,,,
+01/10/2010,0,0,,,,-37.62,-51.33,,11.65,10.9,11.4,,,,
+02/10/2010,3.2,3.2,,,,-37.62,-51.33,,12.7,10.95,12.4,,,,
+03/10/2010,0,0.2,,,,-37.61,-51.32,,15.5,13.8,14,,,,
+04/10/2010,0,0,,,,-37.6,-51.32,,15.8,14.7,14.45,,,,
+05/10/2010,18.2,47.4,,,,-37.59,-51.3,,16.4,13.9,14.45,,,,
+06/10/2010,10,3.8,,,,-37.58,-51.3,,14.3,13.6,14.1,,,,
+07/10/2010,0,0,,,,-37.59,-51.3,,16.05,14.3,14.85,,,,
+08/10/2010,0,0,,,,-37.58,-51.3,,13.7,13.65,13.55,,,,
+09/10/2010,0,0,,,,-37.58,-51.29,,10.9,10.9,10.9,,,,
+10/10/2010,0,0,,,,-37.57,-51.28,,11.2,10.1,10.65,,,,
+11/10/2010,0.8,2,,,,-37.56,-51.28,,9.45,10.5,8.9,,,,
+12/10/2010,7.6,5.8,,,,-37.55,-51.28,,11.75,12.1,11.05,,,,
+13/10/2010,7,8.2,,,,-37.55,-51.27,,11.35,12.55,11.2,,,,
+14/10/2010,2.8,4.8,,,,-37.54,-51.26,,11.45,10.45,10.4,,,,
+15/10/2010,0.2,0,,,,-37.54,-51.26,,9.65,9.4,8.6,,,,
+16/10/2010,0,0,,,,-37.53,-51.26,,10.7,11,11.35,,,,
+17/10/2010,4.6,7.6,,,,-37.52,-51.25,,10.25,9.8,10,,,,
+18/10/2010,8.8,14.4,,,,-37.51,-51.25,,8.45,8.9,8.15,,,,
+19/10/2010,0,0,,,,-37.51,-51.24,,9.45,9.6,9.3,,,,
+20/10/2010,0,0,,,,-37.51,-51.24,,9.3,8.2,8.7,,,,
+21/10/2010,0,0,,,,-37.51,-51.25,,9.4,7.95,8.6,,,,
+22/10/2010,0,0,,,,-37.51,-51.24,,10.9,8.3,9.65,,,,
+23/10/2010,0,0,,,,-37.51,-51.23,,11.7,11.1,10.65,,,,
+24/10/2010,0.8,0,,,,-37.49,-51.23,,11.85,11.45,11.15,,,,
+25/10/2010,6.6,6,,,,-37.48,-51.22,,6.95,7,6.75,,,,
+26/10/2010,0.6,1.2,,,,-37.49,-51.22,,6,6.15,5.45,,,,
+27/10/2010,0,0,,,,-37.48,-51.22,,4.8,3.95,5.1,,,,
+28/10/2010,0,0,,,,-37.48,-51.22,,6.35,4.6,7.15,,,,
+29/10/2010,0,0,,,,-37.48,-51.21,,10.15,8.15,8.75,,,,
+30/10/2010,0,0,,,,-37.47,-51.21,,8.8,9.3,8.2,,,,
+31/10/2010,12.8,32.6,,,,-37.45,-51.19,,11,11.35,11.05,,,,
+01/11/2010,42.2,48.8,,,,-37.42,-51.18,,10.95,11.95,9.75,,,,
+02/11/2010,53.2,27,,,,-37.4,-51.16,,10.95,10.15,10.4,,,,
+03/11/2010,8.2,0.8,,,,-37.41,-51.17,,10.5,9.45,9.5,,,,
+04/11/2010,0,0,,,,-37.41,-51.17,,12.3,11,9.75,,,,
+05/11/2010,0,0,,,,-37.42,-51.17,,12.8,11.15,11.4,,,,
+06/11/2010,0,0,,,,-37.41,-51.17,,12.35,11.8,11.7,,,,
+07/11/2010,0,0,,,,-37.4,-51.16,,10.7,11.35,9.65,,,,
+08/11/2010,28.2,12.6,,,,-37.39,-51.15,,7.35,7.85,7.4,,,,
+09/11/2010,20.2,34.2,,,,-37.37,-51.14,,8.1,8,7,,,,
+10/11/2010,12.6,22.8,,,,-37.36,-51.13,,8.3,7.9,7.85,,,,
+11/11/2010,8,8.6,,,,-37.36,-51.13,,7.3,7.6,6.45,,,,
+12/11/2010,0,0,,,,-37.36,-51.13,,6.9,6.65,5.4,,,,
+13/11/2010,0,0,,,,-37.36,-51.13,,10.95,10.55,10.1,,,,
+14/11/2010,0,0,,,,-37.36,-51.13,,9.9,10.7,8.75,,,,
+15/11/2010,0,0,,,,-37.36,-51.13,,11.8,11.4,11.5,,,,
+16/11/2010,23,19.6,,,,-37.35,-51.12,,8.25,8.85,8.35,,,,
+17/11/2010,2.8,2.6,,,,-37.34,-51.11,,7.4,5.9,5.9,,,,
+18/11/2010,0,0,,,,-37.34,-51.11,,5.95,5.25,4.85,,,,
+19/11/2010,8.6,12.4,,,,-37.34,-51.11,,6.45,6.85,6.05,,,,
+20/11/2010,3,8,,,,-37.34,-51.11,,6.85,6.95,6.45,,,,
+21/11/2010,7.4,14,,,,-37.31,-51.09,,8.45,8.9,8.35,,,,
+22/11/2010,41.2,69.6,,,,-37.23,-51.03,,6.45,6.15,5.6,,,,
+23/11/2010,15,12.6,,,,-37.21,-51.02,,4.4,3.15,3.15,,,,
+24/11/2010,4.6,8.6,,,,-37.21,-51.02,,3.5,2.9,3.3,,,,
+25/11/2010,0,0,,,,-37.22,-51.03,,3.05,2.55,3.25,,,,
+26/11/2010,4.2,8.6,,,,-37.22,-51.02,,1.7,1.25,1.35,,,,
+27/11/2010,3.4,4.8,,,,-37.23,-51.03,,1.2,0.5,1.5,,,,
+28/11/2010,8.8,11.4,,,,-37.22,-51.02,,5.5,6.2,5.25,,,,
+29/11/2010,17.4,23.4,,,,-37.22,-51.02,,4.8,4.8,4.35,,,,
+30/11/2010,5,9,,,,-37.21,-51.02,,4.75,5.4,7.05,,,,
+01/12/2010,23.6,42.4,,,,-37.18,-50.99,,8.5,8.85,8.4,,,,
+02/12/2010,2.6,10.8,,,,-37.15,-50.97,,4.7,4.75,4.05,,,,
+03/12/2010,20.4,14.4,,,,-37.13,-50.96,,1.7,1.7,1.55,,,,
+04/12/2010,12,7.2,,,,-37.13,-50.96,,0.9,0.95,0.4,,,,
+05/12/2010,0.6,0,,,,-37.14,-50.97,,0.35,-0.9,-0.45,,,,
+06/12/2010,0,0.8,,,,-37.14,-50.96,,5.85,6.25,5.75,,,,
+07/12/2010,0,1.8,,,,-37.15,-50.97,,9.95,10.2,9.75,,,,
+08/12/2010,0,2.4,,,,-37.16,-50.98,,10.8,10.95,10.45,,,,
+09/12/2010,4,9.4,,,,-37.16,-50.98,,7.7,6.9,7.5,,,,
+10/12/2010,0,0,,,,-37.18,-50.99,,2.1,1.25,1.9,,,,
+11/12/2010,0,0,,,,-37.18,-50.99,,2.9,1.6,2.25,,,,
+12/12/2010,0,0,,,,-37.17,-50.98,,3.1,3.2,2.15,,,,
+13/12/2010,0,0,,,,-37.18,-50.99,,0.4,1.85,1.05,,,,
+14/12/2010,0,0,,,,-37.18,-50.98,,-3.1,-3.1,-2.95,,,,
+15/12/2010,0,0,,,,-37.18,-50.96,,-3.9,-4.1,-4.1,,,,
+16/12/2010,0,0,,,,-37.18,-50.95,,-6.25,-5.4,-5.9,,,,
+17/12/2010,0,0,,,,-37.18,-50.94,,-3.2,-3.85,-3.85,,,,
+18/12/2010,12,24.6,,,,-37.18,-50.95,,-0.75,-1.2,-1.55,,,,
+19/12/2010,0,0,,,,-37.18,-50.95,,0.45,-0.4,-1.15,,,,
+20/12/2010,6.4,14,,,,-37.17,-50.95,,5.85,6.55,5.85,,,,
+21/12/2010,0,0,,,,-37.18,-50.95,,6.3,6.25,5.2,,,,
+22/12/2010,4,13.6,,,,-37.17,-50.96,,8.5,8.7,8.35,,,,
+23/12/2010,1.4,26.8,,,,-37.15,-50.94,,8.7,9.55,8.6,,,,
+24/12/2010,34.2,39,,,,-37.11,-50.91,,6.65,7.15,6.7,,,,
+25/12/2010,9.4,19.2,,,,-37.07,-50.88,,3.35,3.95,3.45,,,,
+26/12/2010,1.6,8,,,,-37.06,-50.87,,0.35,2.1,0.4,,,,
+27/12/2010,0,0,,,,-37.06,-50.87,,-2.3,-1.75,-2.05,,,,
+28/12/2010,0,0,,,,-37.07,-50.88,,-0.45,-1.2,-0.95,,,,
+29/12/2010,0,0,,,,-37.08,,,2.15,1.95,2.15,,,,
+30/12/2010,0.4,0,,,,-37.08,,,3.8,3.25,3.2,,,,
+31/12/2010,0.6,0.2,,,,-37.08,,,3.85,2.3,2.9,,,,
+01/01/2011,0,0,,,,-37.08,-50.87,,4.8,3.55,4.1,,,,
+02/01/2011,1.2,0,,,,-37.08,-50.87,,3.8,4.75,3.9,,,,
+03/01/2011,0,0.2,,,,-37.08,-50.87,,-0.5,-0.6,-0.25,,,,
+04/01/2011,0,0,,,,-37.09,-50.87,,-1.65,-1.95,-2.4,,,,
+05/01/2011,0,0,,,,-37.08,-50.87,,1.8,1.8,1.75,,,,
+06/01/2011,0,0.6,,,,-37.09,-50.87,,4.3,4.75,3.65,,,,
+07/01/2011,0,0,,,,-37.09,-50.88,,7.15,7.2,6.85,,,,
+08/01/2011,0,1.4,,,,-37.09,-50.88,,7.3,7.8,6.35,,,,
+09/01/2011,0,0,,,,-37.1,-50.87,,8.05,8.2,7,,,,
+10/01/2011,0,0,,,,-37.09,-50.87,,9.55,8.55,8.95,,,,
+11/01/2011,7,9.4,,,,-37.09,-50.88,,5.25,3.8,4.05,,,,
+12/01/2011,0,0,,,,-37.08,-50.88,,5.2,4.45,4.2,,,,
+13/01/2011,0,0,,,,-37.09,-50.87,,6.9,5.9,5.5,,,,
+14/01/2011,0,0,,,,-37.09,-50.88,,7.15,5.7,6.25,,,,
+15/01/2011,0,0,,,,-37.09,-50.88,,8.3,6.7,8.35,,,,
+16/01/2011,0,0,,,,-37.1,-50.88,,10.55,8.75,9,,,,
+17/01/2011,0,0,,,,-37.09,-50.88,,8.95,7.3,7.55,,,,
+18/01/2011,0,0,,,,-37.09,-50.87,,6.35,5.3,5.15,,,,
+19/01/2011,0.6,0,,,,-37.09,-50.87,,4.8,5.25,4.8,,,,
+20/01/2011,8.2,8.6,,,,-37.08,-50.86,,1,1.5,1.15,,,,
+21/01/2011,0.4,2.4,,,,-37.07,-50.85,,-1.95,-0.5,-1.75,,,,
+22/01/2011,1.2,15.6,,,,-37.07,-50.85,,-2.65,-1.3,-2.3,,,,
+23/01/2011,0,1.6,,,,-37.07,-50.85,,-3.15,-3.8,-3,,,,
+24/01/2011,3.4,0,,,,-37.07,-50.85,,-1.55,-3.15,-2.45,,,,
+25/01/2011,4.6,0,,,,-37.07,-50.85,,0.6,0.55,-1.1,,,,
+26/01/2011,0,0.2,,,,-37.06,-50.85,,1.75,0.95,1.55,,,,
+27/01/2011,2.4,2.6,,,,-37.05,-50.84,,3.7,3.35,2.75,,,,
+28/01/2011,0,0,,,,-37.05,-50.84,,2,3.45,2.1,,,,
+29/01/2011,0,0.8,,,,-37.05,-50.84,,1.6,2.9,1.6,,,,
+30/01/2011,11.2,21.4,,,,-37.04,-50.83,,1.85,2.6,1.75,,,,
+31/01/2011,0.8,4.6,,,,-37.03,-50.83,,3.9,3.2,2.6,,,,
+01/02/2011,0,0,,,,-37.03,-50.83,,1.9,2.65,1.5,,,,
+02/02/2011,0,0,,,,-37.02,-50.83,,2.8,3,1.95,,,,
+03/02/2011,0,0,,,,-37.02,-50.83,,2.5,3.55,2.55,,,,
+04/02/2011,0,0,,,,-37.02,-50.83,,6.05,6.2,5,,,,
+05/02/2011,0,0,,,,-37.03,-50.83,,9.85,7.6,7.45,,,,
+06/02/2011,0,0,,,,-37.03,-50.83,,12.35,8.05,9.35,,,,
+07/02/2011,0,0,,,,-37.03,-50.83,,11.5,9.8,9.35,,,,
+08/02/2011,0,0,,,,-37.02,-50.83,,11.35,9.25,8.15,,,,
+09/02/2011,0,0,,,,-37.02,-50.82,,8.2,6.55,6.3,,,,
+10/02/2011,0,0,,,,-37.02,-50.82,,6.1,5,4.6,,,,
+11/02/2011,0,0,,,,-37.02,-50.82,,5,4.15,4,,,,
+12/02/2011,0,0,,,,-37.01,-50.82,,5,5.2,3.2,,,,
+13/02/2011,0,0,,,,-37.01,-50.82,,5.25,4.95,4.25,,,,
+14/02/2011,0,0,,,,-37,-50.81,,3.95,4,3.15,,,,
+15/02/2011,0,0,,,,-37,-50.8,,7.15,3.1,3.95,,,,
+16/02/2011,0,15.6,,,,-36.98,-50.79,,4,4.8,3.95,,,,
+17/02/2011,4.8,36.6,,,,-36.97,-50.79,,4.95,4.55,4.05,,,,
+18/02/2011,0.4,3.8,,,,-36.97,-50.78,,5.7,6.1,4.55,,,,
+19/02/2011,0,0,,,,-36.97,-50.8,,6.15,5.2,5.35,,,,
+20/02/2011,0,0,,,,-36.97,-50.79,,5.85,4.7,4.3,,,,
+21/02/2011,3.4,4.6,,,,-36.96,-50.79,,1.75,3,1.95,,,,
+22/02/2011,0,0,,,,-36.96,-50.79,,3.2,1.9,2.55,,,,
+23/02/2011,0,0,,,,-36.96,-50.79,,-1.25,-0.5,-1.2,,,,
+24/02/2011,0,0,,,,-36.97,-50.79,,-1.45,-0.85,-1.35,,,,
+25/02/2011,0,0,,,,-36.97,-50.79,,-0.05,0.5,0.1,,,,
+26/02/2011,0,0,,,,-36.96,-50.79,,-0.25,0.95,0.25,,,,
+27/02/2011,0,0,,,,-36.96,-50.78,,0.6,0.6,0.05,,,,
+28/02/2011,23.8,21.4,,,,-36.95,-50.78,,2.8,3.75,2.45,,,,
+01/03/2011,2,0.2,,,,-36.95,-50.78,,1.05,3.05,1.05,,,,
+02/03/2011,5.2,5.8,,,,-36.95,-50.77,,-0.35,2.3,-0.25,,,,
+03/03/2011,5.6,16.2,,,,-36.94,-50.77,,1.05,2.5,1.2,,,,
+04/03/2011,8,8.8,,,,-36.94,-50.77,,2.95,4.45,2.8,,,,
+05/03/2011,0.2,0,,,,-36.93,-50.76,,2.55,3.45,2.65,,,,
+06/03/2011,1.4,0.4,,,,-36.92,-50.76,,4.95,4.35,5.1,,,,
+07/03/2011,0,0,,,,-36.93,-50.76,,-0.35,0.95,-0.55,,,,
+08/03/2011,0,0,,,,-36.93,-50.76,,-0.65,-0.35,-0.75,,,,
+09/03/2011,0,0,,,,-36.93,-50.76,,0.95,-0.05,0.15,,,,
+10/03/2011,0,0,,,,-36.93,-50.76,,2.3,0.8,1.3,,,,
+11/03/2011,0,0,,,,-36.93,-50.76,,4.25,3.25,3,,,,
+12/03/2011,0,0,,,,-36.92,-50.74,,4.45,3.65,3.9,,,,
+13/03/2011,2.8,1.6,,,,-36.91,-50.73,,6.45,7.1,6.4,,,,
+14/03/2011,27.8,64.4,,,,-36.89,-50.7,,9.5,9.15,8.45,,,,
+15/03/2011,5.2,6.2,,,,-36.86,-50.68,,11.1,10.85,10.1,,,,
+16/03/2011,28.8,49.6,,,,-36.83,-50.64,,8.05,8.05,7.75,,,,
+17/03/2011,8.4,9,,,,-36.76,-50.59,,6.2,5.55,5.4,,,,
+18/03/2011,9.2,7,,,,-36.73,-50.58,,8.1,8.2,7.3,,,,
+19/03/2011,0,0,,,,-36.74,-50.58,,8.8,7.55,7,,,,
+20/03/2011,0.8,1,,,,-36.74,-50.58,,3.05,4.05,3.05,,,,
+21/03/2011,0,0,,,,-36.75,-50.59,,1.15,2.4,1,,,,
+22/03/2011,0,0,,,,-36.76,-50.6,,5.15,5.2,4.45,,,,
+23/03/2011,0,0,,,,-36.77,-50.6,,7.2,6.8,6.5,,,,
+24/03/2011,0,0,,,,-36.78,-50.6,,10.25,9.2,8.55,,,,
+25/03/2011,0,0,,,,-36.77,-50.6,,10.4,7.95,8.4,,,,
+26/03/2011,0,0,,,,-36.77,-50.6,,7.65,7.1,7,,,,
+27/03/2011,0,0,,,,-36.77,-50.59,,6.4,6.3,5.15,,,,
+28/03/2011,15.4,12.2,,,,-36.76,-50.58,,7.75,7,6.95,,,,
+29/03/2011,7,41.2,,,,-36.74,-50.57,,8,7.6,7.35,,,,
+30/03/2011,0,0.4,,,,-36.73,-50.58,,8.75,8.1,7.8,,,,
+31/03/2011,0.6,0,,,,-36.73,-50.58,,10.25,8.8,9.5,,,,
+01/04/2011,0,0,,,,-36.73,-50.58,,13.15,11.6,11.3,,,,
+02/04/2011,0,0,,,,-36.74,-50.58,,15,13.05,13.25,,,,
+03/04/2011,0,0,,,,-36.73,-50.57,,15.6,13.15,13.1,,,,
+04/04/2011,0,0,,,,-36.73,-50.57,,14.05,13.85,14.25,,,,
+05/04/2011,0,0,,,,-36.73,-50.57,,10.15,10.2,9.75,,,,
+06/04/2011,0,0,,,,-36.73,-50.58,,12.1,11.35,12.1,,,,
+07/04/2011,0,0,,,,-36.73,-50.57,,17.3,16.05,16.45,,,,
+08/04/2011,0,0,,,,-36.73,-50.57,,17.05,14.75,15.2,,,,
+09/04/2011,0,0,,,,-36.72,-50.56,,17.6,15.05,16.5,,,,
+10/04/2011,0,0,,,,-36.72,-50.56,,16.65,16.55,15.3,,,,
+11/04/2011,0,0,,,,-36.72,-50.56,,14.9,14.7,13.35,,,,
+12/04/2011,0,0,,,,-36.72,-50.56,,15.6,14.3,14.6,,,,
+13/04/2011,0.6,3.2,,,,-36.71,-50.55,,5.8,5.75,6.1,,,,
+14/04/2011,0,0,,,,-36.71,-50.55,,7,4.8,5.3,,,,
+15/04/2011,5,10.2,,,,-36.7,-50.54,,4.7,5.55,4.35,,,,
+16/04/2011,0.2,1.6,,,,-36.69,-50.54,,6.55,6.85,6.1,,,,
+17/04/2011,0,0,,,,-36.7,-50.54,,8,8.1,8,,,,
+18/04/2011,0,0,,,,-36.7,-50.54,,8.85,7.5,8,,,,
+19/04/2011,0,0,,,,-36.7,-50.55,,9.75,8.65,8.7,,,,
+20/04/2011,0,0,,,,-36.7,-50.54,,10.9,9.15,9.45,,,,
+21/04/2011,0,0,,,,-36.7,-50.54,,12.25,9.95,10.7,,,,
+22/04/2011,0,0,,,,-36.69,-50.54,,11.95,9.55,10.1,,,,
+23/04/2011,0,0,,,,-36.69,-50.53,,11.6,9.9,10.35,,,,
+24/04/2011,7.6,5.8,,,,-36.69,-50.53,,11.45,11.05,11.4,,,,
+25/04/2011,0,0,,,,-36.68,-50.53,,13,11.75,11.6,,,,
+26/04/2011,1.2,3.6,,,,-36.68,-50.52,,10,10.75,9.35,,,,
+27/04/2011,0.4,0.8,,,,-36.67,-50.52,,10.4,9.65,9.1,,,,
+28/04/2011,0,0,,,,-36.67,-50.51,,10,8.7,9.35,,,,
+29/04/2011,0,0,,,,-36.67,-50.51,,9.4,9.5,8.45,,,,
+30/04/2011,23.4,17,,,,-36.66,-50.51,,11.55,10.8,10.5,,,,
+01/05/2011,1.4,0.8,,,,-36.65,-50.5,,11.9,11.3,11.45,,,,
+02/05/2011,0,0,,,,-36.66,-50.5,,12.15,10.3,10.3,,,,
+03/05/2011,1.4,1,,,,-36.65,-50.5,,13.45,13.2,13.45,,,,
+04/05/2011,0,0,,,,-36.65,-50.5,,12.15,11.65,11.45,,,,
+05/05/2011,0.2,0.4,,,,-36.66,-50.5,,10,9.5,9.8,,,,
+06/05/2011,0,0,,,,-36.66,-50.5,,11.7,11.75,10.95,,,,
+07/05/2011,0,0,,,,-36.66,-50.5,,13.75,11.45,11.7,,,,
+08/05/2011,0,0,,,,-36.65,-50.5,,13.9,11.65,12.8,,,,
+09/05/2011,0,0,,,,-36.65,-50.5,,9.05,10.6,9.2,,,,
+10/05/2011,0,0,,,,-36.65,-50.5,,13.1,12.25,12.7,,,,
+11/05/2011,0,0,,,,-36.65,-50.51,,14.6,12.55,13.8,,,,
+12/05/2011,0,0,,,,-36.64,-50.5,,17.8,15.6,16.25,,,,
+13/05/2011,0,0,,,,-36.63,-50.5,,17.4,16.05,16.6,,,,
+14/05/2011,0,0,,,,-36.63,-50.49,,16.35,14.05,15,,,,
+15/05/2011,0,0,,,,-36.62,-50.48,,11.1,9.65,10.05,,,,
+16/05/2011,24.8,50,,,,-36.61,-50.48,,8.85,9.4,9.15,,,,
+17/05/2011,0,0,,,,-36.61,-50.48,,12.4,10.4,11.25,,,,
+18/05/2011,0,0,,,,-36.61,-50.47,,13.35,13.05,13.1,,,,
+19/05/2011,0,0,,,,-36.61,-50.47,,15.25,13.15,13.85,,,,
+20/05/2011,3.8,0,,,,-36.6,-50.47,,16.65,13.85,14.9,,,,
+21/05/2011,0,1.2,,,,-36.6,-50.46,,17.35,16.9,15.75,,,,
+22/05/2011,0,0,,,,-36.6,-50.46,,17,16.05,16.4,,,,
+23/05/2011,0,0,,,,-36.6,-50.46,,18.45,17.1,17.3,,,,
+24/05/2011,0,0,,,,-36.59,-50.45,,18.3,18,17.55,,,,
+25/05/2011,0,0,,,,-36.59,-50.45,,19,17.9,18.4,,,,
+26/05/2011,0,0,,,,-36.58,-50.45,,19.8,19.15,19,,,,
+27/05/2011,0,0,,,,-36.58,-50.44,,19.65,17,17.6,,,,
+28/05/2011,0,0,,,,-36.57,-50.45,,16.65,15.1,15.7,,,,
+29/05/2011,0,0,,,,-36.57,-50.45,,15.9,14.2,15.1,,,,
+30/05/2011,0,0,,,,-36.57,-50.44,,17.2,14.85,16.2,,,,
+31/05/2011,0,0,,,,-36.57,-50.44,,16.7,14.3,15.35,,,,
+01/06/2011,2.4,2.4,,,,-36.56,-50.43,,16.2,15.8,15.6,,,,
+02/06/2011,0,0,,,,-36.56,-50.43,,16.75,16.45,16.2,,,,
+03/06/2011,0,0,,,,-36.56,-50.43,,17.55,17.25,17,,,,
+04/06/2011,5.2,4.8,,,,-36.56,-50.43,,18.55,16.75,17.25,,,,
+05/06/2011,5.6,1.2,,,,-36.55,-50.42,,18.1,17,16.85,,,,
+06/06/2011,23,24.4,,,,-36.54,-50.42,,17.75,16.25,16.4,,,,
+07/06/2011,0.6,1.4,,,,-36.53,-50.41,,16.65,15.8,15.6,,,,
+08/06/2011,2.2,3.4,,,,-36.53,-50.41,,16.6,15.4,15.1,,,,
+09/06/2011,11.8,7.2,,,,-36.53,-50.41,,14.85,14.4,14.05,,,,
+10/06/2011,0,0,,,,-36.53,-50.41,,14.15,13.9,14.05,,,,
+11/06/2011,0,0,,,,-36.52,-50.41,,16.35,13.95,14.95,,,,
+12/06/2011,0.6,0,,,,-36.52,-50.4,,16.9,15.2,16.05,,,,
+13/06/2011,0,0,,,,-36.52,-50.4,,16.75,15.7,15.95,,,,
+14/06/2011,0,0,,,,-36.52,-50.4,,16.85,14.9,15.75,,,,
+15/06/2011,0.6,0,,,,,-50.4,,18.65,17.15,17.35,,,,
+16/06/2011,0,0,,,,,-50.4,,19.2,17.45,17.85,,,,
+17/06/2011,0,0,,,,,-50.4,,18.8,16.15,16.75,,,,
+18/06/2011,0,0,,,,,-50.4,,18.25,18.95,18.55,,,,
+19/06/2011,0,0.8,,,,,-50.39,,17.15,16.65,16.15,,,,
+20/06/2011,0,0,,,,,-50.4,,17.95,17.15,15.6,,,,
+21/06/2011,0,0,,,,,-50.39,,20.55,18.1,,,,,
+22/06/2011,0,0,,,,,-50.39,,21.75,18.7,,,,,
+23/06/2011,0.2,0,,,,,-50.39,,21.55,18.6,,,,,
+24/06/2011,0,0,,,,,-50.38,,20.65,18.1,,,,,
+25/06/2011,0,0,,,,,-50.38,,19,17.05,,,,,
+26/06/2011,0,0,,,,,-50.38,,21.15,19.8,,,,,
+27/06/2011,0,0,,,,,-50.38,,24.45,20.9,,,,,
+28/06/2011,0,0,,,,,-50.37,,24,21.95,,,,,
+29/06/2011,0,0,,,,,-50.37,,23.7,21.4,,,,,
+30/06/2011,0,0,,,,,-50.36,,21.5,19.1,,,,,
+01/07/2011,0,0,,,,,-50.36,,20.3,18.7,,,,,
+02/07/2011,1.4,0.8,,,,,-50.36,,15.4,15.2,,,,,
+03/07/2011,13.2,8.8,,,,,-50.35,,18.5,16.95,,,,,
+04/07/2011,0,0,,,,,-50.35,,18.6,17.15,,,,,
+05/07/2011,0,0,,,,,-50.35,,18.6,17.4,,,,,
+06/07/2011,1.8,6.4,,,,,-50.36,,21.4,19.05,,,,,
+07/07/2011,0,0,,,,,-50.36,,22.35,19.45,,,,,
+08/07/2011,0,0,,,,,-50.36,,21.65,22.15,,,,,
+09/07/2011,0,0,,,,,-50.36,,23.9,22.05,,,,,
+10/07/2011,0,0,,,,,-50.35,,22.55,21.9,,,,,
+11/07/2011,0,0,,,,,-50.35,,25.15,21.85,,,,,
+12/07/2011,0,0,,,,-36.44,-50.35,,25.45,23.25,,,,,
+13/07/2011,0,0,,,,-36.44,-50.35,,27.65,24.4,,,,,
+14/07/2011,0,0,,,,-36.44,-50.34,,21.1,20.3,,,,,
+15/07/2011,0,0,,,,-36.44,-50.34,,19.6,18,,,,,
+16/07/2011,0,0,,,,-36.43,-50.33,,18.5,17.45,,,,,
+17/07/2011,0,0,,,,-36.43,-50.33,,20.45,19.05,,,,,
+18/07/2011,0,0,,,,-36.43,-50.32,,19.75,18.7,,,,,
+19/07/2011,0,0,,,,-36.43,-50.31,,18.9,17.75,,,,,
+20/07/2011,3.8,1.6,,,,-36.42,-50.3,,17.05,15.8,,,,,
+21/07/2011,0,0,,,,-36.42,-50.3,-290.66,17.4,16.05,,,,,
+22/07/2011,0,0,,,,-36.43,-50.29,-290.65,19,16.3,,,,,
+23/07/2011,0,0,,,,-36.43,-50.28,-290.63,18.5,16.65,,,,,
+24/07/2011,0.4,0.4,,,,-36.42,-50.27,-290.61,15.95,13.9,,,,,
+25/07/2011,5.2,4.8,,,,-36.42,-50.28,-290.6,15.7,14.15,,,,,
+26/07/2011,7.2,9.6,,,,-36.42,-50.28,-290.6,15.55,14.65,,,,,
+27/07/2011,2.2,3.2,,,,-36.42,-50.27,-290.6,14.5,14.2,,,,,
+28/07/2011,53,73.8,,,,-36.4,-50.26,-290.6,16.5,16.5,,,,,
+29/07/2011,0,0.2,,,,-36.41,-50.26,-290.59,18.6,16.95,,,,,
+30/07/2011,2.6,1.8,,,,-36.41,-50.26,-290.59,19.1,17.2,,,,,
+31/07/2011,0,0,,,,-36.41,-50.26,-290.58,18.05,15.9,,,,,
+01/08/2011,0,0,,,,-36.41,-50.26,-290.58,19.75,17.5,,,,,
+02/08/2011,0,0,,,,-36.41,-50.26,-290.59,21.15,19.4,,,,,
+03/08/2011,0,0,,,,-36.41,-50.26,-290.61,22.35,20.3,,,,,
+04/08/2011,0,1.2,,,,-36.41,-50.25,-290.61,20.4,19,,,,,
+05/08/2011,0,0,,,,-36.4,-50.25,-290.61,22.45,20.1,,,,,
+06/08/2011,0,0,,,,-36.4,-50.25,-290.61,22.55,20.05,,,,,
+07/08/2011,0,0,,,,-36.4,-50.25,-290.61,21.55,19.25,,,,,
+08/08/2011,0,0,,,,-36.4,-50.25,-290.6,21.45,20.35,,,,,
+09/08/2011,0,0,,,,-36.41,-50.25,-290.61,20.25,19.5,,,,,
+10/08/2011,0,0,,,,-36.41,-50.25,-290.63,17.65,16.45,,,,,
+11/08/2011,0,0,,,,-36.41,-50.25,-290.63,18.7,17.1,,,,,
+12/08/2011,0,0,,,,-36.41,-50.25,-290.63,20.5,18.4,,,,,
+13/08/2011,0,0,,,,-36.4,-50.24,-290.62,20.15,18.85,,,,,
+14/08/2011,0,0,,,,-36.4,-50.25,-290.63,21.45,19,,,,,
+15/08/2011,0,0,,,,-36.4,-50.25,-290.65,20.4,18.75,,,,,
+16/08/2011,0,0,,,,-36.4,-50.26,-290.66,22.55,21.45,,,,,
+17/08/2011,0,0,,,,-36.4,-50.25,-290.67,24,22.4,,,,,
+18/08/2011,0,0,,,,-36.4,-50.25,-290.68,25.25,22.55,,,,,
+19/08/2011,0,0,,,,-36.41,-50.25,-290.7,24.75,22.05,,,,,
+20/08/2011,0,0,,,,-36.4,-50.26,-290.71,25.95,23.7,,,,,
+21/08/2011,0,0,,,,-36.41,-50.26,-290.72,26.9,24.65,,,,,
+22/08/2011,0,0,,,,-36.41,-50.25,-290.74,26.25,24.05,,,,,
+23/08/2011,0,0,,,,-36.41,-50.25,-290.75,27.05,23.55,,,,,
+24/08/2011,0,0,,,,-36.4,-50.25,-290.76,26.9,23.6,,,,,
+25/08/2011,0,0,,,,-36.4,-50.25,-290.77,26.4,22.35,,,,,
+26/08/2011,0,0,,,,-36.4,-50.25,-290.78,26.4,23.15,,,,,
+27/08/2011,0,0,,,,-36.4,-50.25,-290.78,23,19,,,,,
+28/08/2011,2.4,0.2,,,,-36.4,-50.25,-290.8,20.7,19.3,,,,,
+29/08/2011,0,0,,,,-36.4,-50.25,-290.81,20.95,18.25,,,,,
+30/08/2011,0,0,,,,-36.4,-50.24,-290.81,20.25,18.05,,,,,
+31/08/2011,0,0,,,,-36.4,-50.25,-290.83,19.95,19.35,,,,,
+01/09/2011,0,0,,,,-36.4,-50.25,-290.86,22.15,19.55,,,,,
+02/09/2011,0,0,,,,-36.4,-50.25,-290.87,23.2,21.45,,,,,
+03/09/2011,0,0,,,,-36.4,-50.26,-290.89,24.6,23.15,,,,,
+04/09/2011,0,0,,,,-36.4,-50.26,-290.89,21.65,20.05,,,,,
+05/09/2011,0.4,0,,,,-36.4,-50.26,-290.9,20.85,17.85,,,,,
+06/09/2011,0,0,,,,-36.4,-50.26,-290.91,19.55,18.8,,,,,
+07/09/2011,0,0,,,,-36.4,-50.26,-290.93,20.5,18.4,,,,,
+08/09/2011,0,0,,,,-36.4,-50.25,-290.94,20.15,18.1,,,,,
+09/09/2011,0,0,,,,-36.4,-50.25,-290.96,21.5,18.8,,,,,
+10/09/2011,0,0,,,,-36.4,-50.26,-290.98,20.55,18.5,,,,,
+11/09/2011,0,0,,,,-36.4,-50.25,-291,22.65,19.8,,,,,
+12/09/2011,0,0,,,,-36.4,-50.25,-291.02,22.4,19.15,,,,,
+13/09/2011,0,0,,,,-36.4,-50.26,-291.03,22.15,19.1,,,,,
+14/09/2011,0.6,0,,,,-36.4,-50.26,-291.05,22.5,19.35,,,,,
+15/09/2011,3.6,0.6,,,,-36.4,-50.26,-291.08,22.15,20.25,,,,,
+16/09/2011,0,0,,,,-36.4,-50.26,-291.1,22.35,19.65,,,,,
+17/09/2011,0,0,,,,-36.4,-50.26,-291.12,21.7,18.65,,,,,
+18/09/2011,0,0,,,,-36.39,-50.26,-291.12,19.2,15.95,,,,,
+19/09/2011,17.4,87.4,,,,-36.38,-50.27,-291.13,13.7,11.75,,,,,
+20/09/2011,0.2,0.2,,,,-36.39,-50.26,-291.15,11.95,10.95,,,,,
+21/09/2011,0,0,,,,-36.39,-50.27,-291.18,16.55,15.7,,,,,
+22/09/2011,0,0,,,,-36.39,-50.27,-291.2,18.9,16.45,,,,,
+23/09/2011,0,0,,,,-36.39,-50.27,-291.22,18.9,16.45,,,,,
+24/09/2011,0,0,,,,-36.4,-50.27,-291.24,18.9,16.05,,,,,
+25/09/2011,2,0,,,,-36.4,-50.27,-291.27,18.45,16.25,,,,,
+26/09/2011,8.6,2.6,,,,-36.4,-50.27,-291.3,17.55,16.4,,,,,
+27/09/2011,0,0,,,,-36.4,-50.27,-291.33,18.15,17.9,,,,,
+28/09/2011,0,0,,,,-36.4,-50.27,-291.36,17.1,16.15,,,,,
+29/09/2011,0,0,,,,-36.4,-50.27,-291.39,16.45,15.65,,,,,
+30/09/2011,0,0,,,,-36.41,-50.27,-291.41,17.4,14.6,,,,,
+01/10/2011,0,0,,,,-36.41,-50.27,-291.45,17.6,15.55,,,,,
+02/10/2011,0,0,,,,-36.41,-50.27,-291.48,18.4,17.1,,,,,
+03/10/2011,0,0,,,,-36.41,-50.27,-291.51,17.45,15.95,,,,,
+04/10/2011,0,0,,,,-36.41,-50.27,-291.53,18.15,16.8,,,,,
+05/10/2011,0,0,,,,-36.41,-50.27,-291.56,20,18.3,,,,,
+06/10/2011,0,0,,,,-36.41,-50.27,-291.58,17.15,15.7,,,,,
+07/10/2011,0,0,,,,-36.41,-50.27,-291.59,12.95,13.75,,,,,
+08/10/2011,0.2,0.2,,,,-36.41,-50.26,-291.61,10.3,9.65,,,,,
+09/10/2011,0,0,,,,-36.41,-50.27,-291.63,7.95,7.15,,,,,
+10/10/2011,0,0.4,,,,-36.42,-50.27,-291.66,10.85,9.35,,,,,
+11/10/2011,0,0,,,,-36.42,-50.28,-291.69,17.55,16.25,,,,,
+12/10/2011,0,0,,,,-36.42,-50.28,-291.72,18.95,16.45,,,,,
+13/10/2011,0,0,,,,-36.42,-50.28,-291.75,14,14.1,,,,,
+14/10/2011,0,0,,,,-36.43,-50.29,-291.8,9.3,10.65,,,,,
+15/10/2011,0,0,,,,-36.43,-50.29,-291.88,7,6.5,,,,,
+16/10/2011,0,0,,,,-36.43,-50.29,-291.93,7.25,7.85,,,,,
+17/10/2011,0,0,,,,-36.43,-50.29,-291.98,8.45,7.35,,,,,
+18/10/2011,0,0,,,,-36.43,-50.29,-292.02,11.3,9.35,,,,,
+19/10/2011,1.6,2.2,,,,-36.44,-50.29,-292.07,10.9,10.25,,,,,
+20/10/2011,0,1.6,,,,-36.44,-50.29,-292.11,11.4,10.3,,,,,
+21/10/2011,22,7.6,,,,-36.44,-50.29,-292.16,5.35,5.25,,,,,
+22/10/2011,0,0,,,,-36.44,-50.3,-292.24,6.9,5.1,,,,,
+23/10/2011,0,0,,,,-36.45,-50.3,-292.28,7.55,6.45,,,,,
+24/10/2011,0,0,,,,-36.45,-50.3,-292.32,10.25,9.25,,,,,
+25/10/2011,0,0.8,,,,-36.45,-50.3,-292.36,11.7,12.05,,,,,
+26/10/2011,26.8,39.2,,,,-36.44,-50.31,-292.39,11.2,10.2,,,,,
+27/10/2011,6.2,6.4,,,,-36.45,-50.31,-292.44,10.55,9.65,,,,,
+28/10/2011,0,0,,,,-36.46,-50.31,-292.51,11.4,10.2,,,,,
+29/10/2011,0,0,,,,-36.47,-50.32,-292.55,12.45,11.3,,,,,
+30/10/2011,0.2,0,,,,-36.47,-50.32,-292.59,12.3,11.05,,,,,
+31/10/2011,0,0,,,,-36.47,-50.32,-292.63,10.5,9.75,,,,,
+01/11/2011,0,0,,,,-36.47,-50.32,-292.66,10.95,9.8,,,,,
+02/11/2011,0,0,,,,-36.47,-50.32,-292.71,11.15,9.8,,,,,
+03/11/2011,0,0,,,,-36.48,-50.32,-292.75,10.9,9.05,,,,,
+04/11/2011,0,0.2,,,,-36.48,-50.32,-292.79,11.8,12.05,,,,,
+05/11/2011,1,3.4,,,,-36.48,-50.33,-292.83,11.4,12.2,,,,,
+06/11/2011,7.4,9.2,,,,-36.48,-50.33,-292.86,9.5,9.8,,,,,
+07/11/2011,2.8,2.6,,,,-36.48,-50.33,-292.92,9.1,10.05,,,,,
+08/11/2011,26,12.6,,,,-36.49,-50.34,-292.98,10.85,11.1,,,,,
+09/11/2011,0.6,0.6,,,,-36.48,-50.34,-293.03,11.95,9.85,,,,,
+10/11/2011,0,0,,,,-36.49,-50.35,-293.08,10.25,8.8,,,,,
+11/11/2011,0,0,,,,-36.49,-50.36,-293.12,8.7,8.35,,,,,
+12/11/2011,0,0,,,,-36.51,-50.36,-293.17,5.8,5.5,,,,,
+13/11/2011,0,0,,,,-36.51,-50.37,-293.24,6.8,6.4,,,,,
+14/11/2011,0,0,,,,-36.51,-50.37,-293.29,7.05,5.65,,,,,
+15/11/2011,0,0,,,,-36.51,-50.37,-293.29,7,4.75,,,,,
+16/11/2011,0,0,,,,-36.51,-50.38,-293.32,6.45,4.8,,,,,
+17/11/2011,0,0,,,,-36.52,-50.38,-293.38,7.45,5.65,,,,,
+18/11/2011,0,0,,,,-36.52,-50.38,-293.43,7,5.2,,,,,
+19/11/2011,0,0,,,,-36.52,-50.39,-293.47,6.45,4.65,,,,,
+20/11/2011,0,0,,,,-36.53,-50.39,-293.51,7.5,6.5,,,,,
+21/11/2011,0,0,,,,-36.53,-50.39,-293.56,9.25,6.9,,,,,
+22/11/2011,0,0,,,,-36.53,-50.4,-293.57,8.9,10.1,,,,,
+23/11/2011,0.2,0.2,,,,-36.54,-50.4,-293.62,8.25,8.65,,,,,
+24/11/2011,0,0,,,,-36.55,-50.4,-293.69,7.25,7.55,,,,,
+25/11/2011,0,0,,,,-36.55,-50.41,-293.74,8.45,7.75,,,,,
+26/11/2011,0,0,,,,-36.56,-50.41,-293.77,8.8,7.1,,,,,
+27/11/2011,0,0,,,,-36.57,-50.41,-293.82,8.4,6.65,,,,,
+28/11/2011,0,0,,,,-36.57,-50.42,-293.85,7.8,5.8,,,,,
+29/11/2011,0,0,,,,-36.58,-50.42,-293.9,7.95,6.25,,,,,
+30/11/2011,0,0,,,,-36.58,-50.42,-293.94,8.3,7.25,,,,,
+01/12/2011,0,0,,,,-36.59,-50.43,-293.98,9.65,8.45,,,,,
+02/12/2011,0,0,,,,-36.59,-50.43,-294.02,10.7,10.4,,,,,
+03/12/2011,3.2,8.4,,,,-36.59,-50.43,-294.02,9.9,9.85,,,,,
+04/12/2011,0,6,,,,-36.59,-50.43,-294.06,9.2,10,,,,,
+05/12/2011,0,0.2,,,,-36.6,-50.43,-294.11,8.8,9.25,,,,,
+06/12/2011,3.6,2.6,,,,-36.6,-50.43,-294.12,6.8,7.45,,,,,
+07/12/2011,0,0,,,,-36.61,-50.43,-294.17,8,7.75,,,,,
+08/12/2011,1.6,0.8,,,,-36.61,-50.44,-294.22,9.35,8.45,,,,,
+09/12/2011,0,0,,,,-36.62,-50.45,-294.27,8.7,7.15,,,,,
+10/12/2011,0,0.2,,,,-36.62,-50.46,-294.29,8.6,9.3,,,,,
+11/12/2011,0,1.2,,,,-36.62,-50.47,-294.32,8.4,7.7,,,,,
+12/12/2011,18.2,20.8,,,,-36.62,-50.47,-294.36,6.55,7.2,,,,,
+13/12/2011,20.2,22.2,,,,-36.62,-50.48,-294.37,6.7,5.1,,,,,
+14/12/2011,0,2,,,,-36.63,-50.49,-294.38,7.3,6.55,,,,,
+15/12/2011,2.8,11.2,,,,-36.64,-50.49,-294.38,8.05,8.4,,,,,
+16/12/2011,3,3.6,,,,-36.63,-50.5,-294.37,7.75,7.8,,,,,
+17/12/2011,2,14,,,,-36.63,-50.5,-294.38,4.5,2.9,,,,,
+18/12/2011,1,0,,,,-36.64,-50.5,-294.44,1.45,0.45,,,,,
+19/12/2011,0.4,1.6,,,,-36.64,-50.51,-294.49,-0.2,-0.6,,,,,
+20/12/2011,0.2,0,,,,-36.65,-50.51,-294.54,0.2,-1.35,,,,,
+21/12/2011,0,0,,,,-36.66,-50.51,-294.57,2.45,0.7,,,,,
+22/12/2011,0,0,,,,-36.66,-50.52,-294.59,2.45,2.95,,,,,
+23/12/2011,0,0,,,,-36.67,-50.53,-294.64,5.65,4.95,,,,,
+24/12/2011,0,0,,,,-36.68,-50.53,-294.66,3.25,2.9,,,,,
+25/12/2011,11.6,10.4,,,,-36.68,-50.53,-294.69,2.6,3.55,,,,,
+26/12/2011,0,0,,,,-36.69,-50.54,-294.74,2.65,3.4,,,,,
+27/12/2011,0,0,,,,-36.7,-50.55,-294.78,4.55,4.55,,,,,
+28/12/2011,0,0,,,,-36.7,-50.55,-294.83,5.3,3.75,,,,,
+29/12/2011,0,0,,,,-36.7,-50.55,-294.84,3.15,2.35,,,,,
+30/12/2011,0,0,,,,-36.7,-50.55,-294.84,3.35,2.25,,,,,
+31/12/2011,0.4,2,,,,-36.71,-50.55,-294.88,3.4,2.3,,,,,
+01/01/2012,0,0,0,,,-36.71,-50.56,-294.92,4.85,3.7,,,,,
+02/01/2012,0,1,3.2,,,-36.71,-50.56,-294.98,7.25,7.3,,,,,
+03/01/2012,10.6,21.8,24.6,,,-36.71,-50.57,-295.01,7.8,5.5,,,,,
+04/01/2012,0,0,0,,,-36.72,-50.57,-295.02,6.4,4.75,,,,,
+05/01/2012,3,5.8,3.8,,,-36.71,-50.57,-295.02,4.6,4.15,,,,,
+06/01/2012,4.4,8.4,7,,,-36.72,-50.56,-295.02,4.4,4.35,,,,,
+07/01/2012,0,0,0,,,-36.73,-50.56,-295.07,4.6,2.4,,,,,
+08/01/2012,0,0,0,,,-36.73,-50.58,-295.11,6.2,4.55,,,,,
+09/01/2012,0,0,0,,,-36.74,-50.58,-295.14,3.4,3.1,,,,,
+10/01/2012,0,0,0,,,-36.75,-50.59,-295.19,4.7,3.35,,,,,
+11/01/2012,0,0,0,,,-36.76,-50.59,-295.24,4.6,3.45,,,,,
+12/01/2012,0,0,0,,,-36.76,-50.6,-295.28,5.8,5.25,,,,,
+13/01/2012,0,0,0,,,-36.76,-50.6,-295.3,5.5,3.95,,,,,
+14/01/2012,0,0,0,,,-36.76,-50.6,-295.3,2.9,2.5,,,,,
+15/01/2012,0,0,0,,,-36.76,-50.6,-295.33,1.7,0.65,,,,,
+16/01/2012,0,0,0,,,-36.77,-50.61,-295.38,0.1,-1.15,,,,,
+17/01/2012,0,0,0,,,-36.78,-50.61,-295.42,0.35,-0.85,,,,,
+18/01/2012,0,0,0,0,,-36.79,-50.62,-295.47,2.75,2.85,1.1,,,,
+19/01/2012,0,0,0,0,,-36.79,-50.62,-295.48,3.5,3.5,1.65,,,,
+20/01/2012,0,0,0,0,,-36.79,-50.62,-295.48,6.1,6.1,5.05,,,,
+21/01/2012,0,0,0,0,,-36.79,-50.62,-295.51,6.9,4.8,5.15,,,,
+22/01/2012,0,0,0,0,,-36.79,-50.62,-295.56,6.25,7,5.45,,,,
+23/01/2012,0,0,0,0,,-36.8,-50.63,-295.57,6.5,7.35,4.8,,,,
+24/01/2012,0,0,0,0,,-36.8,-50.63,-295.59,4.75,4.25,4.35,,,,
+25/01/2012,0,0,0,0,,-36.81,-50.63,-295.64,1.05,0.7,-0.25,,,,
+26/01/2012,0,0,0,0,,-36.82,-50.64,-295.69,0.9,-0.5,0.2,,,,
+27/01/2012,0,0,0,0,,-36.83,-50.64,-295.74,3.75,2.45,2.2,,,,
+28/01/2012,0,0,0,0,,-36.84,-50.66,-295.76,2.55,2.4,1.15,,,,
+29/01/2012,0,0,0,0,,-36.84,-50.66,-295.78,2.55,3.85,1.45,,,,
+30/01/2012,0,0,0,0,,-36.85,-50.66,-295.82,-1.1,1.6,-1.65,,,,
+31/01/2012,0,0,0,0,,-36.85,-50.66,-295.87,-1.15,-1.55,-2.5,,,,
+01/02/2012,14.4,41.8,11,37.8,,-36.85,-50.67,-295.89,-2.85,-2.45,-2.85,,,,
+02/02/2012,0,2.2,1,11.6,,-36.85,-50.67,-295.92,-4.4,-2.95,-4.65,,,,
+03/02/2012,0,0.2,0,1.4,,-36.86,-50.67,-295.95,-6.35,-5.15,-6.5,,,,
+04/02/2012,0,2,5.2,5.8,,-36.87,-50.67,-296,-7.85,-8.95,-7.85,,,,
+05/02/2012,0,0,0,0.2,,-36.88,-50.68,-296.04,-6.3,-7.45,-6.55,,,,
+06/02/2012,5.8,0,0,0,,-36.88,-50.68,-296.08,-7.25,-6.75,-7.25,,,,
+07/02/2012,0,0,0,0,,-36.88,-50.69,-296.12,-6.45,-4.95,-6.6,,,,
+08/02/2012,0,0,0.2,0,,-36.89,-50.69,-296.14,-4.15,-2.7,-4.4,,,,
+09/02/2012,1.6,0,0,0,,-36.9,-50.7,-296.19,-0.3,-1.85,-2.3,,,,
+10/02/2012,2.4,2,0.2,3.8,,-36.89,-50.71,-296.21,-4.8,-3.95,-5.4,,,,
+11/02/2012,0,13.6,13.2,34.4,,-36.9,-50.71,-296.23,-6.6,-5.95,-6.5,,,,
+12/02/2012,0.4,0,1,2.2,,-36.91,-50.71,-296.28,-6.3,-6.8,-7.4,,,,
+13/02/2012,0.2,0,0,0,,-36.91,-50.71,-296.3,-5.55,-5.8,-7.25,,,,
+14/02/2012,0.2,0,0.2,0,,-36.92,-50.72,-296.34,-5.8,-5.95,-6.5,,,,
+15/02/2012,0,0,0,0,,-36.92,-50.72,-296.39,-0.3,-2,-3.6,,,,
+16/02/2012,0,0,0,0,,-36.93,-50.73,-296.41,2.9,1.45,0.6,,,,
+17/02/2012,0,0,0,0,,-36.94,-50.74,-296.45,3.8,1.75,1.25,,,,
+18/02/2012,0,0,0,0,,-36.95,-50.75,-296.51,4.95,3.8,1.85,,,,
+19/02/2012,0.2,1.2,2.6,3,,-36.95,-50.75,-296.56,5.55,4.35,3.9,,,,
+20/02/2012,2.6,2.4,5.2,5.2,,-36.95,-50.75,-296.58,1.85,3.1,1.45,,,,
+21/02/2012,5.8,10.4,0.4,19,,-36.95,-50.76,-296.62,2.3,4.3,2.2,,,,
+22/02/2012,0,0,,0,,-36.96,-50.76,-296.67,2.9,4.9,2.9,,,,
+23/02/2012,0,0,,0,,-36.96,-50.76,-296.67,6.85,6.8,6.35,,,,
+24/02/2012,0,0,,0,,-36.97,-50.77,-296.68,10.45,8.9,7.9,,,,
+25/02/2012,0,0,,0,,-36.97,-50.77,-296.77,9.3,7.45,7.35,,,,
+26/02/2012,0,0,,0,,-36.96,-50.76,-296.89,6.2,5.5,5.1,,,,
+27/02/2012,0.2,1,,1.2,,-36.98,-50.76,-296.88,3.5,2.8,3.3,,,,
+28/02/2012,0,0,0,0,,-36.98,-50.77,-296.9,5.7,4.35,4.15,,,,
+29/02/2012,0,0,0.2,0,,-36.99,-50.77,-296.95,8.7,7.5,7.5,,,,
+01/03/2012,0,0,,0,,-36.99,-50.78,-296.97,12.15,10.9,9.8,,,,
+02/03/2012,0,0,,0,,-37,-50.78,-297,13.5,8.9,10.55,,,,
+03/03/2012,0,0,0,0,,-37,-50.78,-297.07,9.45,8.45,8.75,,,,
+04/03/2012,0,0,0.2,0,,-37.01,-50.79,-297.16,7.6,7.5,6.1,,,,
+05/03/2012,0,0,0.2,0,,-37.02,-50.79,-297.25,6.7,6.95,5.4,,,,
+06/03/2012,3.2,8.8,11,9.8,,-37.02,-50.8,-297.29,2.7,3.7,2,,,,
+07/03/2012,1.4,3.6,2.8,6.2,,-37.03,-50.8,-297.27,4.1,4.45,3.95,,,,
+08/03/2012,0,0,0,0,,-37.03,-50.81,-297.34,6.05,6.4,4.6,,,,
+09/03/2012,0,0,0,0,,-37.05,-50.81,-297.32,5.15,5.45,4.6,,,,
+10/03/2012,0,0,0,0,,-37.05,-50.82,-297.36,4.3,6.2,4.1,,,,
+11/03/2012,0,0,0,0,,-37.05,-50.82,-297.47,5.4,6,5,,,,
+12/03/2012,0,0,0,0,,-37.06,-50.82,-297.48,8.85,7.65,8.55,,,,
+13/03/2012,0,0,0,0,,-37.07,-50.83,-297.5,8.8,8.2,7.2,,,,
+14/03/2012,0,0,0,0,,-37.07,-50.83,-297.53,9.9,8.2,8.1,,,,
+15/03/2012,0,0,0,0,,-37.08,-50.84,-297.55,13.05,10.05,10.2,,,,
+16/03/2012,0,0,0,0,,-37.09,-50.84,-297.59,12.4,11.2,9.85,,,,
+17/03/2012,0,0,0,0,,-37.09,-50.85,-297.66,10.7,8.7,8.95,,,,
+18/03/2012,0,0.4,0.6,1,,-37.09,-50.85,-297.74,9.4,8.65,8.3,,,,
+19/03/2012,0,0,0,0,,-37.1,-50.85,-297.78,8.15,6.4,5.55,,,,
+20/03/2012,0,0,0,0,,-37.11,-50.85,-297.79,9.65,7.95,7.4,,,,
+21/03/2012,0,0,0,0,,-37.11,-50.86,-297.83,12.6,10.55,10.35,,,,
+22/03/2012,0,0,0,0,,-37.12,-50.86,-297.9,12.7,11,10.55,,,,
+23/03/2012,0,0,0,0,,-37.12,-50.87,-297.97,12.1,9.55,8.95,,,,
+24/03/2012,0,0.2,0,0.4,,-37.12,-50.87,-298.05,11.8,10.6,10.1,,,,
+25/03/2012,0,0,0,0,,-37.13,-50.87,-298.09,12.1,10.6,10.3,,,,
+26/03/2012,0,0,0.2,0,,-37.14,-50.88,-298.11,12.35,13,10.7,,,,
+27/03/2012,0,0,0.2,0,,-37.14,-50.88,-298.16,11.9,11,10.35,,,,
+28/03/2012,0,0,0,0,,-37.15,-50.88,-298.22,13.1,11.75,11.5,,,,
+29/03/2012,0,0,0.2,0,,-37.15,-50.89,-298.3,14.05,12.9,12.1,,,,
+30/03/2012,0,0,0,0,,-37.15,-50.89,-298.4,12.8,11.35,11.3,,,,
+31/03/2012,0,0,0,0,,-37.16,-50.9,-298.45,12.65,11.45,10.8,,,,
+01/04/2012,0,0,0,0,,-37.16,-50.9,-298.5,10.6,11.7,9.4,,,,
+02/04/2012,0,0,0,0,,-37.17,-50.9,-298.49,12.7,11.7,11.35,,,,
+03/04/2012,4.2,5.2,6.8,5,,-37.17,-50.91,-298.54,11,10.3,10.15,,,,
+04/04/2012,0,0,0.4,0,,-37.17,-50.91,-298.58,12.75,11.25,10.65,,,,
+05/04/2012,0,0,0,0,,-37.18,-50.91,-298.62,12.2,10.65,10.85,,,,
+06/04/2012,0.8,0,1,0.4,,-37.19,-50.92,-298.64,9.95,10.05,8.65,,,,
+07/04/2012,4.8,1.6,3.8,2.4,,-37.19,-50.92,-298.71,8.2,7,6.65,,,,
+08/04/2012,3.6,1.8,0.2,2.8,,-37.19,-50.93,-298.79,5.35,5.7,4.65,,,,
+09/04/2012,4.6,4.6,2,5.4,,-37.2,-50.93,-298.76,3.65,3.95,3.65,,,,
+10/04/2012,0,0,0,0,,-37.21,-50.94,-298.77,7.95,6.05,6,,,,
+11/04/2012,2.4,12.4,12.6,16.2,,-37.2,-50.95,-298.88,5.85,6.45,5.8,,,,
+12/04/2012,10.6,24.6,32,27.6,,-37.21,-50.94,-298.9,8.8,7.75,7.65,,,,
+13/04/2012,0,0,0.2,0,,-37.21,-50.95,-298.99,8.15,8.55,7.5,,,,
+14/04/2012,7.4,11.8,7.6,12.2,,-37.21,-50.95,-299.07,5.5,5.85,5.2,,,,
+15/04/2012,19.8,18.6,21.2,19,,-37.22,-50.95,-299.05,8,7.3,6.35,,,,
+16/04/2012,0,0,0.2,0,,-37.23,-50.96,-299.05,5.95,5.75,5.35,,,,
+17/04/2012,0,0,0.2,0,,-37.23,-50.96,-299.06,8.45,8.55,8.2,,,,
+18/04/2012,0.8,1.8,1,2.2,,-37.24,-50.97,-299.12,9.15,8.45,7.5,,,,
+19/04/2012,0.2,1,1,1.6,,-37.24,-50.97,-299.19,8.1,7.5,7.05,,,,
+20/04/2012,9.6,22.4,13.6,21.8,,-37.25,-50.97,-299.19,6.35,5.9,5.5,,,,
+21/04/2012,3.2,2,3.8,2.4,,-37.26,-50.98,-299.22,9.85,9.1,8.15,,,,
+22/04/2012,0,0,0,0,,-37.27,-50.99,-299.27,10.2,10.35,8.9,,,,
+23/04/2012,0,0,0,0.2,,-37.27,-50.99,-299.31,11.05,10.2,9.5,,,,
+24/04/2012,1,2.6,3.8,3.4,,-37.27,-51,-299.34,7.3,7,6.35,,,,
+25/04/2012,9.2,11.4,12.2,13.2,,-37.28,-50.99,-299.39,9.1,9.25,7.95,,,,
+26/04/2012,0,0,0,0,,-37.29,-51,-299.47,11.15,10,9.2,,,,
+27/04/2012,0,0,0,0,,-37.3,-51.01,-299.47,16.7,15.75,15.15,,,,
+28/04/2012,0,0,0,0,,-37.3,-51.01,-299.46,19.75,17.3,17.2,,,,
+29/04/2012,0,0,0,0,,-37.3,-51.02,-299.54,13.85,13,12.6,,,,
+30/04/2012,0.2,2.4,,3,,-37.31,-51.02,-299.6,13.35,11.7,11.35,,,,
+01/05/2012,4.4,4.4,,5.2,,-37.31,-51.02,-299.61,13.15,12.65,11.95,,,,
+02/05/2012,6.8,3,,3,,-37.32,-51.02,-299.6,11,11.05,10.55,,,,
+03/05/2012,0,0,,0,,-37.32,-51.03,-299.64,11.35,11,9.75,,,,
+04/05/2012,0,0,0,0,,-37.33,-51.03,-299.69,11.25,10.3,9.9,,,,
+05/05/2012,0,0,0,0,,-37.33,-51.04,-299.73,11.45,10.3,9.85,,,,
+06/05/2012,0.2,1.8,0.6,2.6,,-37.34,-51.04,-299.75,11.1,10.6,10.1,,,,
+07/05/2012,31.8,45.6,69.6,55.8,,-37.33,-51.04,-299.82,12.05,11.4,12,,,,
+08/05/2012,0.2,0.2,0.4,0,,-37.34,-51.04,-299.9,13,11.45,12.2,,,,
+09/05/2012,0,0,0,0,,-37.35,-51.05,-299.87,14.75,13.75,12.15,,,,
+10/05/2012,0,0,0,0,,-37.36,-51.05,-299.88,16.3,15.8,15.25,,,,
+11/05/2012,0,0,0,0,,-37.37,-51.06,-299.98,19.45,17.8,17.55,,,,
+12/05/2012,0,0,0,0,,-37.37,-51.07,-300.01,20.45,18.8,19.05,,,,
+13/05/2012,0,0,0,0,,-37.37,-51.07,-300.09,12.6,12.8,11.75,,,,
+14/05/2012,3,4.2,2.8,4,,-37.38,-51.07,-300.18,6.45,7.1,6.4,,,,
+15/05/2012,0,0,0,0,,-37.39,-51.07,-300.16,10.9,8.65,10.75,,,,
+16/05/2012,0,0,0.2,0,,-37.39,-51.08,-300.16,8.45,7.15,7.3,,,,
+17/05/2012,1.6,1,2.8,1.8,,-37.4,-51.09,-300.16,8.9,8.45,8.45,,,,
+18/05/2012,0,0,0,0,,-37.41,-51.09,-300.23,11.25,9.15,10,,,,
+19/05/2012,0,0,0,0,,-37.41,-51.1,-300.3,13.55,11.9,11.9,,,,
+20/05/2012,0,0,0,0,,-37.42,-51.1,-300.3,13.25,12.35,12.05,,,,
+21/05/2012,24.6,25.8,31,28.8,,-37.41,-51.1,-300.33,10.9,10.75,9.7,,,,
+22/05/2012,6.8,10.2,8,12.8,,-37.42,-51.1,-300.38,11.05,10.55,9.8,,,,
+23/05/2012,5.8,3.4,3.4,5,,-37.43,-51.1,-300.42,12.65,12.2,11.85,,,,
+24/05/2012,0,0,0,0,,-37.44,-51.11,-300.45,17.75,17.1,17.5,,,,
+25/05/2012,0,0,0,0,,-37.44,-51.12,-300.49,16.45,14.6,15.2,,,,
+26/05/2012,0,0,0.2,0,,-37.45,-51.13,-300.58,14.4,13,13.55,,,,
+27/05/2012,0,0,0.4,0.2,,-37.46,,-300.58,14.55,12.9,13.15,,,,
+28/05/2012,3.2,2.6,2.6,2.6,,-37.46,,-300.57,12.35,11.15,10.85,,,,
+29/05/2012,1.8,1.2,4.8,2.6,,-37.47,,-300.65,14.1,12.95,13.15,,,,
+30/05/2012,0,0,0,0.2,,-37.48,,-300.71,16.6,15.15,14.95,,,,
+31/05/2012,0,0,0,0,,-37.48,,-300.72,16.6,15.35,15.65,,,,
+01/06/2012,0,0,0.2,0,,-37.49,,-300.72,15.2,15.4,14.15,,,,
+02/06/2012,0,0,0.2,0.2,,-37.5,,-300.71,17.95,15.6,15.8,,,,
+03/06/2012,0,0,0,0,,-37.5,,-300.75,17.7,16.5,17.45,,,,
+04/06/2012,0.4,0.4,3.2,0.6,,-37.5,,-300.8,15.05,13.5,12.6,,,,
+05/06/2012,4.2,10.4,3,11.6,,-37.51,,-300.84,15.5,15.1,13.35,,,,
+06/06/2012,0,0,0,0,,-37.52,,-300.86,16.9,14.2,14.45,,,,
+07/06/2012,0,0,0,0,,-37.53,,-300.93,17.4,14.85,16.1,,,,
+08/06/2012,0,0,0,0,,-37.53,,-301.01,19.35,19.9,19.1,,,,
+09/06/2012,0,0,0,0,,-37.54,,-300.98,18.65,18.15,17.5,,,,
+10/06/2012,0,0,0,0,,-37.54,,-300.99,18.1,17.1,16.35,,,,
+11/06/2012,0,1.4,0.6,2.2,,-37.54,,-301.09,16.1,16.2,14.95,,,,
+12/06/2012,1.4,11.6,7.8,15.2,,-37.55,,-301.12,16.4,15.7,15.5,,,,
+13/06/2012,0,0.8,0.8,1.6,,-37.56,,-301.2,15.55,13.8,14,,,,
+14/06/2012,0,0,0,0,,-37.57,,-301.29,16,13.5,14.45,,,,
+15/06/2012,0,0,0,0,,-37.57,,-301.27,18.95,17.15,17.7,,,,
+16/06/2012,0,0,0,0,,-37.58,,-301.27,21.6,19.65,20,,,,
+17/06/2012,0,0,0,0,,-37.58,,-301.27,23.6,21.15,21.7,,,,
+18/06/2012,0,0,0,0,,-37.59,,-301.34,24.6,27,23.25,,,,
+19/06/2012,0,0,0,0,,-37.59,,-301.41,25.45,28.1,22.9,,,,
+20/06/2012,0,0,0,0,,-37.6,,-301.41,25.4,22.4,22.9,,,,
+21/06/2012,0,0,,0,,-37.6,,-301.44,24.7,22.85,23.6,,,,
+22/06/2012,0,0,,0,,-37.61,,-301.49,22.5,21.25,21.85,,,,
+23/06/2012,0,0,,0,,-37.62,,-301.53,22.95,20.05,20.75,,,,
+24/06/2012,0,0,,0,,-37.62,,-301.56,22.9,19.7,20.35,,,,
+25/06/2012,0,0,,0,,-37.63,,-301.6,22.35,19.75,20.35,,,,
+26/06/2012,0,0,,0,,-37.63,,-301.69,22,20.55,21.2,,,,
+27/06/2012,0,1.8,,2.8,,-37.64,,-301.69,24.35,20.3,20.65,,,,
+28/06/2012,0,0,,0,,-37.65,,-301.68,24.95,27.3,21.95,,,,
+29/06/2012,0,0,0.2,0,,-37.65,,-301.76,24.35,21.2,21.85,,,,
+30/06/2012,0,0,,0,,-37.66,,-301.82,25.75,22.45,23.15,,,,
+01/07/2012,0,0,,0,,-37.66,,-301.81,27.45,23.8,24.45,,,,
+02/07/2012,0,0,,0,,-37.67,,-301.78,23.5,20.9,21.6,,,,
+03/07/2012,0,0,,0,,-37.68,,-301.86,21.4,19.25,19.7,,,,
+04/07/2012,0,0,,0,,-37.68,,-301.94,22.65,19.85,20.45,,,,
+05/07/2012,0,0,,0,,-37.69,,-301.95,23.35,21.55,22,,,,
+06/07/2012,0,0,,0,,-37.69,,-301.97,23.35,20.05,20.65,,,,
+07/07/2012,0,0,0.2,0,,-37.7,,-301.99,22.15,19.75,20.2,,,,
+08/07/2012,0,0,0,0,,-37.7,,-302.02,24,20.3,21.15,,,,
+09/07/2012,0,0,0,0,,-37.71,,-302.07,25.65,22.65,23.25,,,,
+10/07/2012,0,0,0,0,,-37.72,,-302.14,24.7,22.05,23,,,,
+11/07/2012,0,0,0,0,,-37.72,,-302.22,23.55,21.4,21.95,,,,
+12/07/2012,0,0,0,0,,-37.73,,-302.24,21.45,20.95,21.3,,,,
+13/07/2012,0,0,0,0,,-37.73,,-302.25,21.95,19.6,20.05,,,,
+14/07/2012,0,0,0,0,,-37.74,,-302.3,21.55,19.5,19.25,,,,
+15/07/2012,0,0,0,0,,-37.75,,-302.38,20.95,18.7,19.4,,,,
+16/07/2012,0,0,0,0,,-37.75,,-302.45,19.9,20.3,19.35,,,,
+17/07/2012,0,0,0,0,,-37.76,,-302.52,20.4,19.3,19.75,,,,
+18/07/2012,0,0,0,0,,-37.76,,-302.56,23.75,21.2,22.4,,,,
+19/07/2012,0,0,0,0,,-37.77,,-302.59,25.25,22.7,22.25,,,,
+20/07/2012,0,0,0,0,,,,-302.64,24,22.05,22.45,,,,
+21/07/2012,0,0,0,0,,,,-302.69,22.45,20,20.9,,,,
+22/07/2012,0,0,0,0,,,,-302.79,17.3,17.6,17.3,,,,
+23/07/2012,0,0,0.2,0,,,,-302.88,15.25,17.25,14.65,,,,
+24/07/2012,0,0,0,0,,,,-302.92,18.1,17.45,17.1,,,,
+25/07/2012,0.6,1.2,1.6,1.2,,,,-302.98,22.1,19.65,20.25,,,,
+26/07/2012,0,0,0,0,,-37.8,-51.51,,23.1,21.7,21.1,,,,
+27/07/2012,0,0,0,0,,-37.79,-51.51,-303.11,25.6,23.65,23.45,,,,
+28/07/2012,0,0,0,0,,-37.8,-51.51,-303.14,27.15,23.25,23.8,,,,
+29/07/2012,0,0,0,0.2,,-37.81,,-303.18,23.9,23.45,23,,,,
+30/07/2012,0,0,0.2,0,,,,-303.22,22.15,21.8,21.75,,,,
+31/07/2012,0,0,0,0,,,,-303.26,22.3,21.95,22.1,,,,
+01/08/2012,0,0,0,0,,,,-303.3,24.2,21.95,23.05,,,,
+02/08/2012,0,0,0,0,,,,-303.35,27,23.05,23.2,,,,
+03/08/2012,0,0,0,0,,,,-303.39,25.45,21.65,21.8,,,,
+04/08/2012,0,0,0,0,,,-51.54,-303.43,25.65,21.75,22.35,,,,
+05/08/2012,0,0,0.2,0,,-37.85,-51.55,-303.47,25.65,23.25,23.25,,,,
+06/08/2012,0,0,0,0,,-37.86,-51.55,-303.51,25.45,24.7,22.9,,,,
+07/08/2012,0,0,0.2,0,,-37.86,,-303.55,25.65,24.4,23.2,,,,
+08/08/2012,0,0,0,0,,,,-303.6,24.2,22.1,22.5,,,,
+09/08/2012,0,0,0,0,,,,-303.64,25.15,22.15,23.1,,,,
+10/08/2012,0,0,0,0,,-37.88,-51.57,-303.68,22.7,21.5,21.9,,,,
+11/08/2012,0,0,0,0,,-37.88,-51.58,-303.72,21.45,20.7,20.4,,,,
+12/08/2012,0,0,0.2,0,,-37.89,-51.58,-303.77,23.15,19.75,19.85,,,,
+13/08/2012,0,0,0,0,,-37.89,-51.58,-303.81,21.15,19.35,19.8,,,,
+14/08/2012,0,0,2,0,,-37.9,-51.59,-303.85,23.65,20.9,20.8,,,,
+15/08/2012,0,0,0,0,,-37.91,-51.59,-303.89,23.85,21.55,21.95,,,,
+16/08/2012,0,0,0,0,,-37.91,-51.6,-303.93,24.35,20.75,21.8,,,,
+17/08/2012,0,0,0,0,,-37.92,-51.6,-303.97,23.75,22.1,22.5,,,,
+18/08/2012,,0,0,0,,-37.93,-51.61,-304.01,24.55,23.55,23.3,,,,
+19/08/2012,,0,0,0,,-37.94,-51.61,-304.06,25.25,23.85,23.7,,,,
+20/08/2012,,0,0,0,,-37.94,-51.62,-304.1,26.05,24.75,24.5,,,,
+21/08/2012,,0,0,0,,-37.94,-51.62,-304.14,27.9,25.15,26,,,,
+22/08/2012,0,0,0,0,,-37.95,-51.62,-304.19,27.9,25,25.3,,,,
+23/08/2012,0,0,0,0,,-37.96,-51.63,-304.23,26.85,24.75,24.45,,,,
+24/08/2012,0,0,0,0,,-37.96,-51.63,-304.27,25.7,22.7,23.1,,,,
+25/08/2012,0,0,0.2,0,,-37.97,-51.64,-304.31,23.65,22.95,23.95,,,,
+26/08/2012,0,0,0.2,0,,-37.97,-51.64,-304.36,21.6,20.1,20.35,,,,
+27/08/2012,17.6,9.8,31.2,13.2,,-37.98,-51.65,-304.4,19.5,17.55,18.4,,,,
+28/08/2012,0,0,0,0,,-37.99,-51.65,-304.43,20.8,19.55,19.45,,,,
+29/08/2012,0,0,0,0,,-37.99,-51.66,-304.48,21.7,20.35,20.35,,,,
+30/08/2012,0,0,0,0,,-38,-51.66,-304.52,24.1,20.9,15.6,,,,
+31/08/2012,1.4,0,1,,,-38,-51.66,-304.56,19.7,18.45,14.3,,,,
+01/09/2012,0.8,0.8,5.8,0,,,,-304.61,14.8,14.45,12.95,,,,
+02/09/2012,0,1.6,1.8,3.2,,-38.01,-51.67,-304.64,14.6,13.2,12.6,,,,
+03/09/2012,9.4,18.6,11,19.2,,-38.01,-51.67,-304.68,16.15,14.25,14.7,,,,
+04/09/2012,7.2,3.6,5.2,1.6,,-38.01,-51.67,-304.73,15.4,14.9,14.55,,,,
+05/09/2012,3.8,5.6,4.4,6.6,,-38.02,-51.67,-304.77,17.95,18,16.2,,,,
+06/09/2012,0,1.6,0.6,3.8,,-38.02,-51.68,-304.81,18.4,18,17.5,,,,
+07/09/2012,0,0.4,0.4,0.8,,-38.03,-51.68,-304.85,19.3,18.6,18.25,,,,
+08/09/2012,0,0,0.2,0.2,,-38.03,-51.69,-304.9,19.85,18.5,18,,,,
+09/09/2012,0,0,0,0,,-38.04,-51.69,-304.94,19.5,17.15,17.5,,,,
+10/09/2012,0,0,0,0,,-38.04,-51.7,-304.99,19.7,17.7,17.3,,,,
+11/09/2012,0,0,0.4,0,,-38.05,-51.7,-305.03,19.9,17.15,18.5,,,,
+12/09/2012,0,0,0,0,,-38.05,-51.7,-305.07,19.45,16.55,16.9,,,,
+13/09/2012,11.4,9.2,12.6,9,,-38.05,-51.7,-305.11,12.25,13.05,11.9,,,,
+14/09/2012,0.2,1.6,0.6,1.4,,-38.06,-51.71,-305.15,10.8,11.35,10.5,,,,
+15/09/2012,4.8,4.2,4,4.4,,-38.07,-51.71,-305.18,15.55,14.65,14.85,,,,
+16/09/2012,0,0,0.2,0.2,,-38.08,-51.72,-305.22,15.05,14.05,14.1,,,,
+17/09/2012,0,0,0,0,,-38.08,-51.72,-305.26,15.5,13.7,14.6,,,,
+18/09/2012,0,0,0,0,,-38.09,-51.73,-305.3,17.2,15.6,15.85,,,,
+19/09/2012,0,0,0.2,0,,-38.09,-51.73,-305.34,15.75,13.9,14.35,,,,
+20/09/2012,4.2,8.4,10.6,9.2,,-38.1,-51.74,-305.39,12.6,10.75,10.5,,,,
+21/09/2012,0,0,0,0,,-38.11,-51.74,-305.43,14,11.95,12.3,,,,
+22/09/2012,0,0,0,0,,-38.11,-51.75,-305.47,15.9,14.5,13.8,,,,
+23/09/2012,0,0,0,0,,-38.12,-51.75,-305.51,19.45,19.45,17.75,,,,
+24/09/2012,0,0,0.2,0.2,,-38.12,-51.75,-305.55,18.7,16.55,17.75,,,,
+25/09/2012,0,0,0.2,0,,-38.13,-51.76,-305.6,15.65,14.8,14.35,,,,
+26/09/2012,1.2,1.6,13.4,1.6,,-38.13,-51.76,-305.63,18.35,17.75,17.45,,,,
+27/09/2012,0.2,0.8,0.2,0.8,,-38.14,-51.77,-305.67,18.5,17.75,17,,,,
+28/09/2012,0,0,0,0.2,,-38.15,-51.77,-305.72,20.5,19.65,19.2,,,,
+29/09/2012,0,0,0.2,0,,-38.15,-51.78,-305.76,22.85,22.35,21.35,,,,
+30/09/2012,15.2,13.2,3.2,14,,-38.16,-51.78,-305.8,16.3,15.9,15.6,,,,
+01/10/2012,6,4.2,10.8,5.4,,-38.16,-51.78,-305.84,16.2,15.2,15.25,,,,
+02/10/2012,1.4,0,4.2,0.6,,-38.17,-51.79,-305.89,14.5,13.7,14.05,,,,
+03/10/2012,0.2,0,0.4,0.2,,-38.18,-51.79,-305.93,14,13.45,13.35,,,,
+04/10/2012,0,0,0.2,0.2,,-38.18,-51.8,-305.97,15,13.2,13.45,,,,
+05/10/2012,0,0,0.4,0.2,,-38.19,-51.8,-306.01,16.05,13.75,13.95,,,,
+06/10/2012,0,0,0.2,0,,-38.2,-51.81,-306.06,16.6,14,14.55,,,,
+07/10/2012,0,0,0,0,,-38.2,-51.81,-306.1,16.25,15.5,14.7,,,,
+08/10/2012,0,0,0.2,0.2,,-38.21,-51.82,-306.14,17.5,15.6,16.2,,,,
+09/10/2012,0,0.6,0.2,0.8,,-38.21,-51.82,-306.18,14.6,13.4,13.25,,,,
+10/10/2012,10.8,7.4,10.2,10.4,,-38.22,-51.82,-306.22,14.65,14.15,13.5,,,,
+11/10/2012,0,0,0.2,0.4,,-38.22,-51.83,-306.26,15.35,14.2,13.85,,,,
+12/10/2012,27.6,27.2,26.2,22,,-38.23,-51.83,-306.3,14.25,14.15,13.7,,,,
+13/10/2012,0.8,0,1.2,1,,-38.23,-51.83,-306.34,14.1,12.75,12.9,,,,
+14/10/2012,0.8,0.2,1.8,0.2,,-38.24,-51.84,-306.38,13.4,13.7,12.55,,,,
+15/10/2012,0,5,0.6,5.4,,-38.25,-51.84,-306.42,11.5,12.35,11,,,,
+16/10/2012,2,10.4,6.2,11.4,,-38.25,-51.85,-306.46,10.1,9.75,9.3,,,,
+17/10/2012,0,0,0.2,0,,-38.26,-51.86,-306.5,12.4,11.4,10.5,,,,
+18/10/2012,0,0,0.2,0.4,,-38.27,-51.86,-306.54,12.6,11.8,11.8,,,,
+19/10/2012,0,0,0.2,0,,-38.28,-51.87,-306.59,14.55,12.3,12.65,,,,
+20/10/2012,0,0,0.2,0.2,,-38.29,-51.87,-306.63,16.5,14.9,14.8,,,,
+21/10/2012,0,0,0,0.2,,-38.29,-51.88,-306.67,18.1,16.95,16.35,,,,
+22/10/2012,0,0,0,0,,-38.3,-51.88,-306.72,17.85,15.9,16.85,,,,
+23/10/2012,0,0,0.4,0,,-38.31,-51.89,-306.76,15.95,14.55,14.95,,,,
+24/10/2012,0,0,0.4,0.4,,-38.31,-51.89,-306.8,15.25,13.8,13.6,,,,
+25/10/2012,0,0,0.2,0.2,,-38.32,-51.9,-306.84,14.45,12.8,13.1,,,,
+26/10/2012,0,1,2,1.4,,-38.32,-51.9,-306.88,12.2,11.35,11.25,,,,
+27/10/2012,15.4,48.8,37.2,54.8,,-38.31,-51.89,-306.92,12.7,12.95,12.15,,,,
+28/10/2012,2.4,10.8,10.4,12.4,,-38.32,-51.9,-306.96,5.65,6.15,5.7,,,,
+29/10/2012,17.8,20.4,23,21.6,,-38.33,-51.9,-306.99,2.5,2.5,2.25,,,,
+30/10/2012,0,0,0.2,0,,-38.34,-51.91,-307.02,4.8,3.85,4.15,,,,
+31/10/2012,0,0.2,0.4,0.4,,-38.34,-51.91,-307.06,8.4,9.55,7.85,,,,
+01/11/2012,47.2,114.4,79.6,125.8,,-38.33,-51.91,-307.1,10.3,10.3,9.35,,,,
+02/11/2012,0,0,0.2,0,,-38.35,-51.92,-307.14,10.6,9.15,9.7,,,,
+03/11/2012,0,0,0.2,0.2,,-38.36,-51.93,-307.17,10,8.15,8.3,,,,
+04/11/2012,1.2,18.2,17.4,24,,-38.36,-51.93,-307.21,13,13.25,12.55,,,,
+05/11/2012,0.6,27.2,19.8,31.6,,-38.35,-51.93,-307.26,11.65,11.4,11.75,,,,
+06/11/2012,7.4,10,10.2,14.6,,-38.37,-51.94,-307.3,10.5,8.5,9.85,,,,
+07/11/2012,0,0,0,0,,-38.38,-51.94,-307.34,7.8,5.9,6.45,,,,
+08/11/2012,0,0,0,0,,-38.38,-51.95,-307.38,8.35,6.7,7.45,,,,
+09/11/2012,0,0,0,0,,-38.39,-51.95,-307.43,8.1,7.05,7.2,,,,
+10/11/2012,0,0,0,0,,-38.4,-51.96,-307.47,10.2,8.15,8.7,,,,
+11/11/2012,1,8.4,8.2,9.2,,-38.4,-51.96,-307.51,11.6,11.65,11.25,,,,
+12/11/2012,136.8,180,220,86,,-38.31,-51.9,-307.55,10.15,11.1,10.75,,,,
+13/11/2012,101.4,117.8,129.6,,,-38.16,-51.81,-307.58,13.35,13.15,,,,,
+14/11/2012,0.2,0,0.2,,,-38.2,-51.83,-307.62,9.15,10.05,,,,,
+15/11/2012,0,0,0.2,,,-38.25,-51.86,-307.65,6.85,7.15,,,,,
+16/11/2012,0,0,0.2,,,-38.29,-51.89,-307.67,6.9,6.75,,,,,
+17/11/2012,0,0,0,,,-38.32,-51.91,-307.69,8.25,6.5,,,,,
+18/11/2012,0,0,0,,,-38.35,-51.93,-307.72,9.95,9.1,,,,,
+19/11/2012,1.8,1,2,,,-38.37,-51.94,-307.74,9.3,8.7,,,,,
+20/11/2012,0.8,1.2,0.2,,,-38.38,-51.95,-307.76,7.7,7.1,,,,,
+21/11/2012,0,0,0.2,,,-38.4,-51.96,-307.78,9.5,7.75,,,,,
+22/11/2012,0,0,0.4,,,-38.41,-51.97,-307.81,10.3,8.4,,,,,
+23/11/2012,0,0,0.2,,,-38.42,-51.98,-307.84,9.45,8.4,,,,,
+24/11/2012,0,0,0.2,,,-38.43,-51.99,-307.87,9.4,8.15,,,,,
+25/11/2012,0,0,0.2,,,-38.44,-51.99,-307.9,8.85,7.85,,,,,
+26/11/2012,0,0,0.4,,,-38.45,-52,-307.94,8.8,8.4,,,,,
+27/11/2012,0,0,0.2,,,-38.45,-52,-307.97,9.9,10.4,,,,,
+28/11/2012,38.4,79.8,52.4,,,-38.44,-52,-308.01,8.65,9.25,,,,,
+29/11/2012,18.8,26.6,30,,,-38.43,-51.99,-308.03,4.4,5.05,,,,,
+30/11/2012,35,45.4,53,,,-38.42,-51.98,-308.05,3.25,3.5,,,,,
+01/12/2012,4.4,5.4,8.8,,,-38.41,-51.98,-308.12,4,4.55,,,,,
+02/12/2012,0,0.4,1,,,-38.42,-51.98,-308.14,3.4,3,,,,,
+03/12/2012,1.8,5.4,7.6,,,-38.43,-51.99,-308.16,0.35,-0.25,,,,,
+04/12/2012,6.4,0,0,,,-38.44,-52,-308.18,3.55,2.6,,,,,
+05/12/2012,0.4,3.2,2.8,,,-38.45,-52,-308.19,2.6,1.1,,,,,
+06/12/2012,0.8,5.2,3.4,,,-38.46,-52.01,-308.2,1.85,0.4,,,,,
+07/12/2012,0,0,0,,,-38.47,-52.01,-308.22,1.85,0.95,,,,,
+08/12/2012,12.6,18,12.2,,,-38.47,-52.02,-308.23,-0.9,-0.55,,,,,
+09/12/2012,0,0,0,,,-38.48,-52.02,-308.25,-1.3,-0.8,,,,,
+10/12/2012,0,0,0,,,-38.49,-52.03,-308.27,2.75,2.6,,,,,
+11/12/2012,5.2,9.4,4.4,,,-38.5,-52.03,-308.29,1,0.2,,,,,
+12/12/2012,0,0,0,,,-38.51,-52.04,-308.32,-0.7,-1.3,,,,,
+13/12/2012,0,0,0,,,-38.52,-52.05,-308.34,-0.55,-1.75,,,,,
+14/12/2012,2.6,6.8,6,,,-38.52,-52.06,-308.37,4.9,5.2,,,,,
+15/12/2012,11.2,7.8,11.6,,,-38.53,-52.06,-308.4,8.1,8.25,,,,,
+16/12/2012,1.6,7.2,7.8,,,-38.53,-52.06,-308.42,8.15,6.75,,,,,
+17/12/2012,0,0,0.2,,,-38.54,-52.07,-308.44,6.25,5.35,,,,,
+18/12/2012,13,20.2,12.6,,,-38.54,-52.07,-308.47,5.55,4.05,,,,,
+19/12/2012,0,0,0,,,-38.55,-52.08,-308.49,3.45,2.1,,,,,
+20/12/2012,0,0,0,,,-38.56,-52.08,-308.52,2.7,1.1,,,,,
+21/12/2012,7.4,6.6,1.4,,,-38.56,-52.08,-308.54,1.75,1.55,,,,,
+22/12/2012,0.8,0,8,,,-38.57,-52.09,-308.56,5.3,4.8,,,,,
+23/12/2012,0,0,0,,,-38.58,-52.1,-308.59,5.3,4.9,,,,,
+24/12/2012,0,0,0,,,-38.59,-52.1,-308.62,7.1,6.5,,,,,
+25/12/2012,0,0,0.2,,,-38.59,-52.1,-308.64,8.2,8,,,,,
+26/12/2012,0,0.4,1,,,-38.6,-52.11,-308.66,7.7,8.7,,,,,
+27/12/2012,1.8,12,9.4,,,-38.6,-52.11,-308.69,6.9,5.3,,,,,
+28/12/2012,3.6,6.6,4.4,,,-38.61,-52.12,-308.72,6.5,6.7,,,,,
+29/12/2012,0,0,0,,,-38.61,-52.12,-308.74,4.9,3.85,3.05,,,,
+30/12/2012,0,0,0,,,-38.62,-52.13,-308.77,5.7,3.75,3.05,,,,
+31/12/2012,0,0,0,,,-38.63,-52.13,-308.79,5.7,4.2,3.85,,,,
+01/01/2013,0,0,0.2,,,-38.63,-52.13,-308.82,2.7,1.8,1.15,,,,
+02/01/2013,0,0.2,0.6,,,-38.64,-52.14,-308.84,4.45,5.1,4.5,,,,
+03/01/2013,0,0,0.2,,,-38.65,-52.15,-308.88,6.05,5.1,4.75,,,,
+04/01/2013,0,0,0,,,-38.65,-52.15,-308.92,7.6,4.9,4.3,,,,
+05/01/2013,0,0,0,,,-38.66,-52.15,-308.96,7.75,5.7,5.15,,,,
+06/01/2013,0,0,0,,,-38.66,-52.16,-309,8.9,7.8,7.3,,,,
+07/01/2013,0,0,0,,,-38.67,-52.16,-309.03,9.7,7.65,7.2,,,,
+08/01/2013,0,0,0,,,-38.67,-52.16,-309.06,6.35,5.1,4.75,,,,
+09/01/2013,0,0,0,,,-38.68,-52.17,-309.07,4.7,6.15,5.7,,,,
+10/01/2013,0,0,0.2,,,-38.68,-52.17,-309.07,4.2,3.75,3.2,,,,
+11/01/2013,2.8,5,5,,,-38.68,-52.17,-309.07,4.5,3.05,2.55,,,,
+12/01/2013,7.2,2.6,4.8,,,-38.69,-52.18,-309.07,3.3,2.8,2.4,,,,
+13/01/2013,6.8,8.8,8.8,,,-38.69,-52.17,-309.07,3.25,3.7,3.15,,,,
+14/01/2013,34,36.6,35,,,-38.68,-52.17,-309.05,4.6,3.95,3.55,,,,
+15/01/2013,1.6,2.4,2.4,,,-38.69,-52.17,-309.05,2.15,2.2,1.9,,,,
+16/01/2013,9.2,11.6,10.4,,,-38.68,-52.17,-309.05,0,0.15,-0.3,,,,
+17/01/2013,2.6,1.8,3.2,,,-38.68,-52.17,-309.05,-0.6,-2.65,-3.2,,,,
+18/01/2013,1.2,2,4.2,,,-38.69,-52.18,-309.04,-1.3,-1.25,-1.75,,,,
+19/01/2013,5.4,0,0,,,-38.7,-52.18,-309.03,1.7,0.45,-0.2,,,,
+20/01/2013,16,38.2,38.6,,,-38.67,-52.17,-309.02,7.05,7.7,7.15,,,,
+21/01/2013,56.8,81.8,63.4,,,-38.58,-52.11,-309,3.7,3.45,2.9,,,,
+22/01/2013,0.2,1,2.4,,,-38.55,-52.09,-308.99,2.5,2.2,1.9,,,,
+23/01/2013,4.4,6.2,6.4,,,-38.56,-52.09,-308.98,1.6,1.75,1.35,,,,
+24/01/2013,13.6,8.2,15.6,,,-38.57,-52.1,-308.96,2.05,1.55,1.25,,,,
+25/01/2013,0,0,0,,,-38.59,-52.11,-308.95,-0.7,-0.45,-1.15,,,,
+26/01/2013,0,0,0,,,-38.6,-52.12,-308.94,-1.05,-1.05,-1.85,,,,
+27/01/2013,0,0,0,,,-38.62,-52.13,-308.93,1.45,0.7,0.05,,,,
+28/01/2013,2.8,8.2,5.8,,,-38.63,-52.14,-308.92,1.8,2.3,1.8,,,,
+29/01/2013,6.4,6.8,6.6,,,-38.64,-52.15,-308.92,4.75,4.05,3.85,,,,
+30/01/2013,0,0,0,,,-38.65,-52.16,-308.9,6.15,6.3,6.1,,,,
+31/01/2013,0,0,0.2,,,-38.66,-52.16,-308.89,8.3,7.65,7.1,,,,
+01/02/2013,0,0,0,,,-38.67,-52.16,-308.89,8.15,5.35,4.85,,,,
+02/02/2013,0,0.2,1,,,-38.67,-52.16,-308.87,3.5,3.75,3.2,,,,
+03/02/2013,28.6,33.4,24.4,,,-38.67,-52.17,-308.85,-0.15,0.9,-0.1,,,,
+04/02/2013,10.6,0,0,,,-38.68,-52.17,-308.83,3.25,1.9,1.5,,,,
+05/02/2013,0,0,0,,,-38.69,-52.18,-308.81,3.5,5.05,4.4,,,,
+06/02/2013,2.8,3,3.4,,,-38.69,-52.18,-308.81,2.7,2.9,2.3,,,,
+07/02/2013,7.2,8.8,9.8,,,-38.7,-52.18,-308.8,-1.45,-1.4,-2.05,,,,
+08/02/2013,8.4,2.8,1,,,-38.7,-52.19,-308.79,-0.4,-0.7,-1.25,,,,
+09/02/2013,0,0,0,,,-38.71,-52.19,-308.77,-2.05,-1.8,-2.4,,,,
+10/02/2013,0,0,0,,,-38.72,-52.2,-308.76,-2.4,-3.7,-4.1,,,,
+11/02/2013,0,1.8,0.8,,,-38.72,-52.2,-308.74,-0.3,0.55,0.15,,,,
+12/02/2013,66.8,35.8,41.6,,,-38.71,-52.19,-308.72,1.95,0.95,0.65,,,,
+13/02/2013,0,0,0,,,-38.71,-52.19,-308.7,0.7,0,-0.55,,,,
+14/02/2013,0,0,0,,,-38.72,-52.2,-308.68,0.85,0.9,0.25,,,,
+15/02/2013,0,0,0,,,-38.72,-52.2,-308.67,3.35,2,1.5,,,,
+16/02/2013,0,0,0,,,-38.73,-52.21,-308.65,1.9,0.95,0.5,,,,
+17/02/2013,0,0,0,,,-38.73,-52.21,-308.62,2.45,0.85,0.45,,,,
+18/02/2013,0,0,0.4,,,-38.74,-52.21,-308.6,0.4,0.5,0,,,,
+19/02/2013,0,0,0.2,,,-38.74,-52.22,-308.58,1.7,0.25,-0.25,,,,
+20/02/2013,0,0,0,,,-38.75,-52.22,-308.58,1.7,1.05,0.7,,,,
+21/02/2013,0,0.2,0.4,,,-38.75,-52.22,-308.57,3.45,2.3,1.6,,,,
+22/02/2013,0.2,0.6,2,,,-38.75,-52.22,-308.55,1.45,1.65,1.2,,,,
+23/02/2013,7.2,11,8.8,,,-38.75,-52.22,-308.52,1.1,1.1,0.55,,,,
+24/02/2013,25,32.4,21,,,-38.76,-52.23,-308.5,0.1,0.5,-0.05,,,,
+25/02/2013,3,13.4,12.4,,,-38.76,-52.23,-308.48,-0.15,-1.15,-1.6,,,,
+26/02/2013,11.8,6,3.8,,,-38.77,-52.23,-308.46,3.15,1.25,1.05,,,,
+27/02/2013,0,0,0,,,-38.77,-52.24,-308.43,3.3,2.4,1.9,,,,
+28/02/2013,0,0,0,,,-38.78,-52.24,-308.4,3.25,1.95,1.65,,,,
+01/03/2013,0,0,0,,,-38.78,-52.24,-308.37,4.85,3.9,3.35,,,,
+02/03/2013,1.4,0.8,2.4,,,-38.78,-52.24,-308.34,4,3.8,3.15,,,,
+03/03/2013,0,0,0,,,-38.79,-52.25,-308.31,5.55,4.05,3.35,,,,
+04/03/2013,0,0,0.2,,,-38.79,-52.25,-308.29,6.5,5,4.75,,,,
+05/03/2013,0,0,0.2,,,-38.8,-52.25,-308.25,5.2,5.3,4.9,,,,
+06/03/2013,4.6,5,3.8,,,,,-308.22,6.7,7.35,6.85,,,,
+07/03/2013,19.4,34.2,,,,,,-308.19,9.05,9.2,8.7,,,,
+08/03/2013,0.6,2.8,,,,,,-308.16,7.95,7.4,7.55,,,,
+09/03/2013,12.8,20.2,4.8,,,,,-308.14,9.45,8.3,8.05,,,,
+10/03/2013,0.4,1.8,1,,,,,-308.12,7.75,6.35,6,,,,
+11/03/2013,17.8,32.2,28.2,,,-38.72,-52.21,-308.11,6.8,5.45,5,,,,
+12/03/2013,3.2,17.8,23.6,,,-38.7,-52.19,-308.09,4.45,5.45,5.1,,,,
+13/03/2013,2.8,0,3.2,,,-38.68,-52.18,-308.07,3.8,3.3,2.85,,,,
+14/03/2013,12.4,15.4,11.4,,,-38.66,-52.17,-308.04,1.7,2.3,1.85,,,,
+15/03/2013,2,0.4,2.6,,,-38.67,-52.17,-308,-0.8,0.35,-0.15,,,,
+16/03/2013,0,0,0,,,-38.68,-52.18,-307.95,0.1,-0.5,-1.15,,,,
+17/03/2013,0,0,0,,,-38.69,-52.19,-307.91,2.4,2.1,1.6,,,,
+18/03/2013,20.4,42.2,40.4,,,-38.68,-52.17,-307.87,6.35,6.55,6.1,,,,
+19/03/2013,24.8,33.8,27,,,-38.62,-52.14,-307.83,6.8,6.85,6.55,,,,
+20/03/2013,0,0,0,,,-38.6,-52.12,-307.78,6.75,5.95,5.55,,,,
+21/03/2013,11,13.2,16.4,,,-38.59,-52.12,-307.74,6.25,5.8,5.4,,,,
+22/03/2013,0,0,0,,,-38.6,-52.12,-307.69,6.8,6.3,5.65,,,,
+23/03/2013,0,0,0.2,,,-38.6,-52.12,-307.65,7.7,6.9,6.35,,,,
+24/03/2013,0,0,0,,,-38.6,-52.12,-307.61,11.15,10.3,9.75,,,,
+25/03/2013,0.8,5.2,2,,,-38.6,-52.12,-307.57,4.95,6.3,6.05,,,,
+26/03/2013,0.2,0,0.4,,,-38.61,-52.13,-307.53,6.65,6.6,6.45,,,,
+27/03/2013,3.6,7.4,3,,,-38.62,-52.13,-307.5,5.45,5.05,4.85,,,,
+28/03/2013,0,0,0,,,-38.63,-52.14,-307.46,7.4,7.65,7.3,,,,
+29/03/2013,0.2,12.2,7.4,,,-38.63,-52.14,-307.42,9.5,8.8,8.5,,,,
+30/03/2013,2.8,3.2,5.8,,,-38.63,-52.14,-307.38,7.75,7.8,7.3,,,,
+31/03/2013,13,23,22.8,,,-38.62,-52.14,-307.34,8.15,6.1,5.85,,,,
+01/04/2013,0,1.2,0.2,,,-38.62,-52.14,-307.29,6.55,5.05,4.55,,,,
+02/04/2013,19.2,31.2,28.2,,,-38.61,-52.13,-307.25,7.45,7.55,7.05,,,,
+03/04/2013,5.4,17.8,20,,,-38.6,-52.12,-307.21,7.15,6.5,6.2,,,,
+04/04/2013,0,0.2,0,,,-38.6,-52.12,-307.17,6.95,5.7,5.1,,,,
+05/04/2013,17,16,20.4,,,-38.6,-52.12,-307.13,6.4,5.6,5.2,,,,
+06/04/2013,0.2,0.8,0.4,,,-38.6,-52.12,-307.08,8.35,6.95,6.6,,,,
+07/04/2013,1,0,2.6,,,-38.61,-52.12,-307.05,6.65,7.45,7.1,,,,
+08/04/2013,0,0,0,,,-38.61,-52.13,-307.01,7.6,5.95,5.6,,,,
+09/04/2013,0.4,2,2.8,,,-38.62,-52.13,-306.96,9.55,8.2,7.75,,,,
+10/04/2013,0,0,0,,,-38.63,-52.14,-306.92,10.4,9.65,9.2,,,,
+11/04/2013,0,0,0,,,-38.64,-52.14,-306.88,9.95,8.7,8.4,,,,
+12/04/2013,0,0,0,,,-38.64,-52.15,-306.84,9.7,8.2,7.55,,,,
+13/04/2013,0,0,0.2,,,-38.65,-52.15,-306.79,10.55,9.15,8.7,,,,
+14/04/2013,0,0,0,,,-38.66,-52.16,-306.75,14.5,13,12.25,,,,
+15/04/2013,0,0,0,,,-38.66,-52.16,-306.71,15.4,13.05,12.55,,,,
+16/04/2013,0,0,0,,,-38.67,-52.16,-306.67,15.4,12.65,12.2,,,,
+17/04/2013,0,0,0,,,-38.67,-52.17,-306.62,16.25,14.9,14.4,,,,
+18/04/2013,0,0,0,,,-38.67,-52.17,-306.58,17.65,15.05,14.6,,,,
+19/04/2013,0,0,0,,,-38.67,-52.17,-306.54,16.6,15.5,15.1,,,,
+20/04/2013,0,2.2,0,,,-38.67,-52.16,-306.5,9.35,6.7,6.25,,,,
+21/04/2013,4.4,0,5.8,,,-38.67,-52.16,-306.46,7.9,5.2,4.75,,,,
+22/04/2013,0.4,0.6,1.6,,,-38.67,-52.16,-306.42,7.5,6.1,5.7,,,,
+23/04/2013,5.6,1.8,3.2,,,-38.68,-52.17,-306.37,8.75,7.1,6.85,,,,
+24/04/2013,0,0,0,,,-38.68,-52.17,-306.33,13.1,11.7,13.85,,,,
+25/04/2013,0,0,0,0,,-38.69,-52.17,-306.28,16.5,14.6,14.15,,,,
+26/04/2013,0,0,0.2,0,,-38.68,-52.17,-306.22,14.95,13.65,13.55,,,,
+27/04/2013,0,0.2,0,0.2,,-38.68,-52.17,-306.15,11.95,11.4,10.7,,,,
+28/04/2013,15.4,21.4,27.8,26.8,,-38.68,-52.17,-306.09,13.8,13.75,12.75,,,,
+29/04/2013,0,0,0,0,,-38.68,-52.17,-306.04,19.75,18.9,17.95,,,,
+30/04/2013,0.2,0.2,0.4,0.4,,-38.68,-52.17,-305.99,18.6,17.25,16.8,,,,
+01/05/2013,0,0,0.2,0,,-38.68,-52.17,-305.94,19.05,16.9,16.35,,,,
+02/05/2013,9,12,10.2,12.6,,-38.68,-52.17,-305.88,13.1,11.75,11.55,,,,
+03/05/2013,3.4,5.4,3.4,6.4,,-38.68,-52.17,-305.83,16.25,14.05,13.9,,,,
+04/05/2013,0,0,0,0,,-38.68,-52.17,-305.78,15.95,14.85,14.3,,,,
+05/05/2013,0.2,0.8,1,1.4,,-38.68,-52.17,-305.73,13.65,11.7,11.8,,,,
+06/05/2013,1,0.2,2.2,1,,-38.68,-52.17,-305.67,13.35,11.25,11.15,,,,
+07/05/2013,37.6,37.2,45.4,36.4,,-38.67,-52.16,-305.62,12.35,12.35,11.3,,,,
+08/05/2013,0.6,0.2,0.4,0.4,,-38.68,-52.16,-305.56,12.85,11.85,11.3,,,,
+09/05/2013,0,0,0.2,0.4,,-38.67,-52.16,-305.52,16.1,13.95,13.65,,,,
+10/05/2013,0.2,0,0,0,,-38.67,-52.16,-305.47,14.8,13.6,13.65,,,,
+11/05/2013,0,0,0.2,0.2,,-38.67,-52.16,-305.42,13.7,12.85,12,,,,
+12/05/2013,0,0,0.2,0,,-38.67,-52.16,-305.37,12.95,11.95,10.7,,,,
+13/05/2013,0.4,0,0.2,0,,-38.67,-52.16,-305.32,11.75,11.35,11.2,,,,
+14/05/2013,0,0,0,0,,-38.67,-52.16,-305.28,14.45,12.55,12.25,,,,
+15/05/2013,0,0,0,0,,-38.67,-52.15,-305.23,13.3,10.65,10.6,,,,
+16/05/2013,14,19.2,21.2,23.2,,-38.65,-52.15,-305.17,11.55,11.6,10.9,,,,
+17/05/2013,10.4,13.4,15.6,16.4,,-38.65,-52.15,-305.12,12.45,11.5,10.75,,,,
+18/05/2013,0,2,1.4,2,,-38.65,-52.15,-305.08,14,13.6,12.45,,,,
+19/05/2013,3.2,2.2,5.2,3,,-38.65,-52.15,-305.04,12.2,11.05,10.7,,,,
+20/05/2013,5.8,0.2,1,0.8,,-38.65,-52.15,-305,11.05,9.7,9.2,,,,
+21/05/2013,0,0.4,0.4,0.6,,-38.65,-52.14,-304.96,9.95,9.65,9.25,,,,
+22/05/2013,1.6,4,2.6,4.8,,-38.64,-52.14,-304.91,11.35,11.45,10.35,,,,
+23/05/2013,6.8,10,5.6,11.8,,-38.64,-52.14,-304.85,11,10.45,9.95,,,,
+24/05/2013,0.6,4,1.2,6,,-38.64,-52.13,-304.81,9.1,8.15,6.85,,,,
+25/05/2013,0.4,0,0.4,0,,-38.64,-52.13,-304.77,7.05,6,5.25,,,,
+26/05/2013,31.8,48.8,31.6,51.2,,-38.63,-52.13,-304.73,8.05,8.2,7.3,,,,
+27/05/2013,0,0.2,0.2,0.2,,-38.63,-52.13,-304.7,9.25,8.25,7.5,,,,
+28/05/2013,6.4,6.6,6.4,7.2,,-38.63,-52.12,-304.66,11.1,10.6,9.65,,,,
+29/05/2013,0,0,0,0,,-38.62,-52.12,-304.61,11,9.85,8.85,,,,
+30/05/2013,14.2,22.6,18.6,24.4,,-38.61,-52.11,-304.57,8.55,7.75,7.2,,,,
+31/05/2013,6.2,10.4,4.8,8.6,,-38.61,-52.11,-304.52,10.95,10.25,8.8,,,,
+01/06/2013,0,0.8,0.4,0.8,,-38.61,-52.11,-304.48,11.25,11.25,10.35,,,,
+02/06/2013,4,2,2.2,2.6,,-38.61,-52.11,-304.45,13.7,14,12.2,,,,
+03/06/2013,0,0,0.2,0.2,,-38.6,-52.11,-304.42,13.3,11.05,11.35,,,,
+04/06/2013,21.6,16.4,46,17.6,,-38.6,-52.1,-304.39,13.85,12.95,12.75,,,,
+05/06/2013,3,12,3.2,16.8,,-38.59,-52.1,-304.36,14.15,13.2,12.35,,,,
+06/06/2013,0,26.2,0.4,19.4,,-38.59,-52.1,-304.33,15.3,13.8,13.1,,,,
+07/06/2013,0,14.8,0.4,16,,-38.59,-52.1,-304.3,17.1,15.4,14.55,,,,
+08/06/2013,0,0,0,0.2,,-38.58,-52.09,-304.27,17.6,15.7,15.2,,,,
+09/06/2013,0,1.2,0.2,0.4,,-38.58,-52.09,-304.23,16.05,13.6,13.75,,,,
+10/06/2013,0.2,0,0.4,0,,-38.58,-52.09,-304.19,12.5,12.85,11.45,,,,
+11/06/2013,3.2,10.8,2.6,4.2,,-38.58,-52.09,-304.16,14.65,13.05,13.35,,,,
+12/06/2013,0,0,0.2,0,,-38.58,-52.09,-304.13,17.7,15.9,15.6,,,,
+13/06/2013,0.2,0,0.4,0.2,,-38.58,-52.09,-304.11,17.8,16.3,15.65,,,,
+14/06/2013,0,0,0.2,0,,-38.58,-52.09,-304.08,20.65,18.4,17.15,,,,
+15/06/2013,0,0,0,0,,-38.58,-52.09,-304.05,20.1,18.7,18.05,,,,
+16/06/2013,0,0,0,0,,-38.58,-52.09,-304.03,21.45,19.55,19.55,,,,
+17/06/2013,0,0,0,0,,-38.58,-52.08,-304,22.35,20.6,20.75,,,,
+18/06/2013,0,0,0,0,,-38.57,-52.08,-303.98,23.9,21.75,21.45,,,,
+19/06/2013,0,0,0,0,,-38.57,-52.08,-303.95,24.05,20.45,21.05,,,,
+20/06/2013,0,0,0,0,,-38.57,-52.08,-303.92,23.15,20.25,20.1,,,,
+21/06/2013,0,0,0,0,,-38.57,-52.07,-303.89,19.7,18,17.15,,,,
+22/06/2013,0,0,0.2,0,,-38.56,-52.07,-303.87,18,16.1,15.8,,,,
+23/06/2013,0,0,0,0,,-38.56,-52.07,-303.84,17.95,16.65,16.4,,,,
+24/06/2013,0,0,0,0,,-38.56,-52.07,-303.8,15.4,14.15,14.8,,,,
+25/06/2013,0,0,0,0,,-38.55,-52.07,-303.78,16.85,15.2,14.25,,,,
+26/06/2013,0,0,0,0.2,,-38.55,-52.06,-303.75,14.9,13.35,13.1,,,,
+27/06/2013,0.4,3,6,3,,-38.55,-52.06,-303.73,15.25,13.7,13.8,,,,
+28/06/2013,0,0,0,0,,-38.55,-52.06,-303.7,14.65,12.15,12.2,,,,
+29/06/2013,6,2.4,11.4,2.8,,-38.54,-52.06,-303.67,13.8,12.75,12.55,,,,
+30/06/2013,0,0,0,0,,-38.54,-52.05,-303.65,16.55,14.8,15.3,,,,
+01/07/2013,0,0,0,0,,-38.54,-52.05,-303.63,18.35,16.25,16.05,,,,
+02/07/2013,0,0,0,0,,-38.54,-52.05,-303.6,19.1,16.25,16.85,,,,
+03/07/2013,0,0,0,0,,-38.53,-52.05,-303.58,19.5,16.45,17,,,,
+04/07/2013,0.4,1.4,1.8,1,,-38.53,-52.05,-303.56,17,17.3,16.7,,,,
+05/07/2013,0,0,0,0,,-38.53,-52.05,-303.54,21.05,20.15,19.4,,,,
+06/07/2013,0,0,0,0,,-38.53,-52.05,-303.52,21.1,19.7,19.15,,,,
+07/07/2013,0,0,0,0,,-38.53,-52.04,-303.5,20.35,19.65,19.1,,,,
+08/07/2013,0,0,0,0,,-38.53,-52.04,-303.48,20.15,19.9,19.05,,,,
+09/07/2013,0,0,0.2,0,,-38.52,-52.04,-303.46,20.3,19.2,18.85,,,,
+10/07/2013,35.4,4.6,38.6,1.6,,-38.51,-52.03,-303.43,21.15,19.5,19.25,,,,
+11/07/2013,1.8,7.8,4.2,2.8,,-38.51,-52.03,-303.41,18.95,18.25,17.05,,,,
+12/07/2013,24.6,28.2,68,47.6,,-38.5,-52.02,-303.39,20.15,18.75,18.25,,,,
+13/07/2013,0,0,0.2,0,,-38.5,-52.02,-303.37,20.7,19.05,18.3,,,,
+14/07/2013,0,0,0,0,,-38.5,-52.02,-303.35,20.35,19.35,18.9,,,,
+15/07/2013,0,0,0.2,0,,-38.49,-52.02,-303.34,20.65,18.95,18.7,,,,
+16/07/2013,0,0,0,0,,-38.49,-52.02,-303.32,23.05,21.1,20.45,,,,
+17/07/2013,0,0,0,0,,-38.49,-52.01,-303.31,22.1,20.65,20.35,,,,
+18/07/2013,0,0,0,0,,-38.49,-52.01,-303.29,20.7,18.4,18.3,,,,
+19/07/2013,33,5.8,28.4,9,,-38.48,-52.01,-303.27,18.9,17.3,17.55,,,,
+20/07/2013,0.4,6,1.6,17.2,,-38.48,-52.01,-303.25,19.65,19,18.05,,,,
+21/07/2013,0,0,0.6,0,,-38.48,-52,-303.24,21.05,19.35,19.3,,,,
+22/07/2013,0,0,0.2,0,,-38.47,-52,-303.22,20.9,19.65,19.75,,,,
+23/07/2013,0,0,0,0,,-38.47,-52,-303.21,22.5,20.65,20.75,,,,
+24/07/2013,0,0,0,0,,-38.47,-52,-303.2,22.75,20.95,20.2,,,,
+25/07/2013,0,0,0,0,,-38.47,-52,-303.18,21.6,20.1,20.1,,,,
+26/07/2013,0,0,0,0,,-38.46,-52,-303.17,23.8,21.4,21.45,,,,
+27/07/2013,0,0,0.4,0,,-38.46,-51.99,-303.16,25,22.55,22.25,,,,
+28/07/2013,0,0,0,0,,-38.46,-51.99,-303.15,25.45,21.9,21.8,,,,
+29/07/2013,0,0,0,0,,-38.46,-51.99,-303.14,23.85,22.25,21.7,,,,
+30/07/2013,0.6,1,0.8,1.2,,-38.46,-51.99,-303.12,20.45,19.65,19.25,,,,
+31/07/2013,0,0,0,0,,-38.45,-51.99,-303.11,21.05,19.25,20,,,,
+01/08/2013,0,0,0,0,,-38.45,-51.98,-303.1,22,19.9,20.55,,,,
+02/08/2013,0,0,0,0,,-38.45,-51.98,-303.09,23.5,21.15,21.25,,,,
+03/08/2013,0,0,0,0,,-38.45,-51.98,-303.08,25.5,23.7,23.1,,,,
+04/08/2013,0,0,0,0,,-38.45,-51.98,-303.07,26.35,23.6,22.8,,,,
+05/08/2013,0,0,0,0,,-38.44,-51.98,-303.06,27.15,25.2,24.35,,,,
+06/08/2013,0,0,0,0,,-38.44,-51.97,-303.05,27.8,24.25,24,,,,
+07/08/2013,0,0,0,0,,-38.44,-51.97,-303.04,27.35,22.8,23.25,,,,
+08/08/2013,0,0,0,0,,-38.43,-51.97,-303.03,26.75,25.05,24.65,,,,
+09/08/2013,0,0,0,0,,-38.43,-51.97,-303.02,22.3,20.45,21,,,,
+10/08/2013,0,0,0,0.4,,-38.43,-51.97,-303.01,21.55,20.5,20.25,,,,
+11/08/2013,0,0,0,0,,-38.43,-51.96,-303,21.05,19.7,20,,,,
+12/08/2013,0,0,0,0,,-38.43,-51.96,-302.99,21.35,21,20,,,,
+13/08/2013,0,0,0,0,,-38.42,-51.96,-302.98,23.3,19.85,20,,,,
+14/08/2013,0,0,0,0,,-38.42,-51.96,-302.97,22.45,19.75,20.55,,,,
+15/08/2013,0,13.4,6.8,16.2,,-38.42,-51.96,-302.97,19.65,19.7,18.7,,,,
+16/08/2013,0,0,0.2,0,,-38.41,-51.95,-302.96,20.4,18.9,18.45,,,,
+17/08/2013,0,0,0,0,,-38.41,-51.95,-302.96,22.9,20.35,19.7,,,,
+18/08/2013,0,0,,0,,-38.41,-51.95,-302.95,22.55,20.05,19.75,,,,
+19/08/2013,0,0,,0,,-38.41,-51.95,-302.95,22.35,19.6,19.2,,,,
+20/08/2013,2.4,3.6,,4.8,,-38.4,-51.95,-302.94,17.3,16.75,16.75,,,,
+21/08/2013,0,0,,0,,-38.4,-51.95,-302.93,18.3,17.8,17.6,,,,
+22/08/2013,0,0,,0,,-38.4,-51.94,-302.93,20.9,19.2,19.2,,,,
+23/08/2013,0,0,,,,-38.4,-51.94,-302.92,21.95,19.4,19.4,,,,
+24/08/2013,0,0,,,,-38.39,-51.94,-302.92,21.4,17.95,17.95,,,,
+25/08/2013,3.6,8.2,,,,-38.39,-51.94,-302.9,19.95,18,18,,,,
+26/08/2013,0,0.4,,,,-38.39,-51.94,-302.9,18,17.35,17.35,,,,
+27/08/2013,0,0,,,,-38.39,-51.93,-302.89,20.5,16.75,16.75,,,,
+28/08/2013,2.8,25.2,,,,-38.38,-51.93,-302.88,17.85,15.7,15.7,,,,
+29/08/2013,0.2,0,,,,-38.38,-51.93,-302.89,18.4,17,17,,,,
+30/08/2013,1.4,1.6,,,,-38.38,-51.93,-302.89,19.05,17.25,17.25,,,,
+31/08/2013,0,0,,,,-38.38,-51.93,-302.89,17.55,16.85,16.85,,,,
+01/09/2013,0,0,,,,-38.38,-51.93,-302.89,18.35,16.7,16.7,,,,
+02/09/2013,0,0,,,,-38.38,-51.93,-302.89,19.35,18.15,18.15,,,,
+03/09/2013,0,0,,,,-38.38,-51.93,-302.89,19.85,18.7,18.7,,,,
+04/09/2013,0,0,,,,-38.38,-51.93,-302.9,21.55,19.7,19.7,,,,
+05/09/2013,0,0,,,,-38.37,-51.92,-302.89,21.8,19.7,19.7,,,,
+06/09/2013,0,0,,,,-38.37,-51.92,-302.89,21.35,19.85,19.85,,,,
+07/09/2013,0,0,,,,-38.37,-51.92,-302.89,21.25,19.55,19.55,,,,
+08/09/2013,0,0,,,,-38.37,-51.92,-302.9,20.3,17.55,17.55,,,,
+09/09/2013,0.2,0,,,,-38.37,-51.92,-302.89,19.25,17.5,17.5,,,,
+10/09/2013,0,0,,,,-38.36,-51.91,-302.83,18.35,16.1,16.1,,,,
+11/09/2013,0,0.8,,,,-38.36,-51.91,-302.77,16.95,15.25,15.25,,,,
+12/09/2013,0.4,0.2,,,,-38.36,-51.91,-302.76,14.1,13.8,13.8,,,,
+13/09/2013,0,0,,,,-38.36,-51.91,-302.77,15,14.55,14.55,,,,
+14/09/2013,0,0,,,,-38.36,-51.91,-302.77,15.95,13.85,13.85,,,,
+15/09/2013,0,0,,,,-38.35,-51.91,-302.77,14.4,13.2,13.2,,,,
+16/09/2013,4,2,,,,-38.35,-51.9,-302.76,15.75,13.75,13.75,,,,
+17/09/2013,0.2,0,,,,-38.34,-51.9,-302.78,13.8,13.1,13.1,,,,
+18/09/2013,0,0,,,,-38.34,-51.9,-302.75,15,13.3,13.3,,,,
+19/09/2013,0,0,,,,-38.34,-51.9,-302.74,16.65,15.85,15.85,,,,
+20/09/2013,0,0,,,,-38.34,-51.9,-302.69,17.8,16.45,15.85,,,,
+21/09/2013,0,0,0.2,,,-38.35,-51.9,-302.64,17.7,15.9,16.15,,,,
+22/09/2013,0,0,0.2,,,-38.35,-51.9,-302.63,15.8,14.4,14.5,,,,
+23/09/2013,0,0,0,,,-38.34,-51.9,-302.65,16.55,14.8,14.9,,,,
+24/09/2013,0,0,0,,,-38.34,-51.9,-302.68,17.15,15.75,15.7,,,,
+25/09/2013,0,0,0,,,-38.34,-51.9,-302.71,15.9,13.1,13.5,,,,
+26/09/2013,0,0,0.2,,,-38.34,-51.9,-302.72,15.9,15,15.3,,,,
+27/09/2013,0,0,0.2,,,-38.34,-51.9,-302.73,17.15,15.95,16.2,,,,
+28/09/2013,0,0,0.4,,,-38.34,-51.89,-302.74,17.15,15.9,15.9,,,,
+29/09/2013,1.4,25.2,5.6,,,-38.33,-51.89,-302.78,16.75,15.75,15.75,,,,
+30/09/2013,27.8,107.7,86.2,,,-38.31,-51.88,-302.84,15.4,14.8,15.2,,,,
+01/10/2013,8,12.2,4.6,,,-38.32,-51.88,-302.8,15.6,14.1,14.3,,,,
+02/10/2013,0,0,0.2,,,-38.32,-51.89,-302.75,13.7,12.95,13.25,,,,
+03/10/2013,0,0,0,,,-38.33,-51.89,-302.7,12.5,11.7,12,,,,
+04/10/2013,0,0.2,0,,,-38.32,-51.89,-302.68,14.65,14.65,15.05,,,,
+05/10/2013,34.4,32.6,21,,,-38.32,-51.88,-302.72,14.3,14.15,14.2,,,,
+06/10/2013,47.4,72.3,98.8,,,-38.3,-51.87,-302.75,15.35,14.35,14.45,,,,
+07/10/2013,7.8,7.5,4.2,,,-38.31,-51.87,-302.74,14.65,13.1,13.25,,,,
+08/10/2013,1.8,8.9,0.6,,,-38.3,-51.87,-302.74,13.05,12.45,12.8,,,,
+09/10/2013,5.6,8.3,6.4,,,-38.3,-51.87,-302.76,12.9,11.85,12.1,,,,
+10/10/2013,0,0.2,0.2,,,-38.3,-51.87,-302.8,12.3,11,11.15,,,,
+11/10/2013,2.8,23,5.8,,,-38.3,-51.87,-302.82,12.35,12.65,12.85,,,,
+12/10/2013,18,15.2,21.6,,,-38.3,-51.87,-302.77,12.5,12.9,13.2,,,,
+13/10/2013,0,0,0.4,,,-38.3,-51.87,-302.74,13.35,12.45,12.75,,,,
+14/10/2013,0,0,0.4,,,-38.3,-51.87,-302.75,15.05,13.5,13.55,,,,
+15/10/2013,0,0,0,,,-38.3,-51.87,-302.78,15.45,14.35,14.55,,,,
+16/10/2013,4.8,3,2.4,,,-38.29,-51.86,-302.85,15.1,13.25,13.25,,,,
+17/10/2013,0.2,0,0.2,0,,-38.3,-51.87,-302.81,15.05,12.45,13.55,,,,
+18/10/2013,0,0,0.2,0,,-38.3,-51.87,-302.79,14.3,12.2,12.85,,,,
+19/10/2013,0,0,0,0,,-38.3,-51.87,-302.76,14.85,13.05,12.15,,,,
+20/10/2013,0,0,0.2,0.2,,-38.3,-51.87,-302.74,14,14.25,12.25,,,,
+21/10/2013,1.4,1.8,3.8,2.2,,-38.3,-51.87,-302.76,14.5,14.7,13.55,,,,
+22/10/2013,12.4,27.5,12.6,24.4,,-38.3,-51.87,-302.78,15.65,15.9,15.35,,,,
+23/10/2013,0,0,0,0,,-38.3,-51.87,-302.8,15.75,15.3,14.5,,,,
+24/10/2013,19.4,19.9,30,21.2,,-38.3,-51.87,-302.8,14.6,14.05,13.1,,,,
+25/10/2013,0.6,3.8,2,2.4,,-38.29,-51.87,-302.8,15.4,14.85,13.45,,,,
+26/10/2013,0,0,0.4,0.6,,-38.3,-51.87,-302.8,15.5,15.05,14.4,,,,
+27/10/2013,0,0,0.4,0.2,,-38.3,-51.87,-302.81,14.7,14.05,13.65,,,,
+28/10/2013,0,0,0,0,,-38.29,-51.86,-302.85,15.25,16.2,15.35,,,,
+29/10/2013,0,0,0,0,,-38.29,-51.86,-302.88,15.85,12.75,14,,,,
+30/10/2013,0,0,0.2,0,,-38.29,-51.86,-302.9,13.45,13.55,12.8,,,,
+31/10/2013,0,0,0.4,0,,-38.29,-51.86,-302.88,13.1,12.6,11.85,,,,
+01/11/2013,0,0,0.2,0.4,,-38.29,-51.86,-302.88,13.25,12.35,11.45,,,,
+02/11/2013,0.6,2.2,3.2,3.2,,-38.29,-51.86,-302.91,13.1,13.15,11.8,,,,
+03/11/2013,1.2,6.6,7.4,10.4,,-38.28,-51.86,-302.95,13.1,13.35,12.25,,,,
+04/11/2013,0,1,0.2,2.4,,-38.28,-51.85,-303.01,12.9,11.75,10.45,,,,
+05/11/2013,61,19.4,56,28.6,,-38.27,-51.85,-303.1,10.15,9.8,9.15,,,,
+06/11/2013,0,0.2,0.2,0,,-38.28,-51.85,-303.02,11.95,10.95,11.55,,,,
+07/11/2013,0,0,0.6,0.2,,-38.28,-51.85,-302.95,12.9,12.35,12.1,,,,
+08/11/2013,0,0,0,0.2,,-38.27,-51.85,-302.93,12.85,11.45,10.6,,,,
+09/11/2013,0.6,1,1,1.6,,-38.27,-51.85,-302.97,13,12.9,12,,,,
+10/11/2013,0,0,0,0,,-38.27,-51.85,-303.04,9.1,9.2,8.15,,,,
+11/11/2013,27.8,26.6,35,42.8,,-38.26,-51.84,-303.11,4.25,5.2,3.55,,,,
+12/11/2013,15,2.4,18.4,10,,-38.25,-51.84,-303.02,7.85,10.05,6.8,,,,
+13/11/2013,0.4,0.4,0.2,0.8,,-38.25,-51.84,-303,10.1,11.05,9.1,,,,
+14/11/2013,0,0,0,0,,-38.25,-51.84,-303,11.15,11.4,9.55,,,,
+15/11/2013,1.8,2.6,5.4,6.4,,-38.25,-51.84,,9.15,9.4,7.45,,,,
+16/11/2013,0,0.4,0.2,0.6,,-38.25,-51.84,,8.2,9.15,6.6,,,,
+17/11/2013,0,0.2,0.2,0.8,,-38.26,-51.84,,8.15,7.5,6.35,,,,
+18/11/2013,0.8,0.8,3.6,0.8,,-38.25,-51.84,,9.9,10.75,8.25,,,,
+19/11/2013,15.4,9.8,17,15,,-38.25,-51.83,,8.55,8.3,7.25,,,,
+20/11/2013,5.8,10.7,20.4,16.2,,-38.25,-51.83,,7.55,6.15,5.65,,,,
+21/11/2013,3.6,2.8,1.4,3.4,,-38.24,-51.83,,3.7,3.5,2.55,,,,
+22/11/2013,23.2,22.2,22.2,23,,-38.24,-51.83,,3.8,3.8,2.75,,,,
+23/11/2013,2.8,10.4,6.6,10.8,,-38.23,-51.82,,2.85,3,2,,,,
+24/11/2013,1.4,7.2,4.4,6.8,,-38.24,-51.83,,3.9,5.5,3.55,,,,
+25/11/2013,0,0,0,0,,-38.24,-51.83,,1.15,2.9,0.3,,,,
+26/11/2013,1.2,1.4,0.4,2.4,,-38.24,-51.83,,-1.7,-1.85,-2.05,,,,
+27/11/2013,0,0,0,0,,-38.25,-51.83,-303.58,-2.15,-0.9,-2.55,,,,
+28/11/2013,0,0,0,0,,-38.25,-51.84,-303.56,0.6,0.25,-0.05,,,,
+29/11/2013,0,0,1,0,,-38.26,-51.84,-303.57,4,3.05,2.7,,,,
+30/11/2013,0,0.2,0,0,,-38.25,-51.84,-303.66,3.45,2.3,1.15,,,,
+01/12/2013,0.4,0,0.2,0,,-38.25,-51.84,-303.69,3.55,5.5,2.4,,,,
+02/12/2013,2,0,0.6,0,,-38.26,-51.84,-303.67,3.95,6.25,2.9,,,,
+03/12/2013,0,0,0.2,0,,-38.26,-51.85,-303.62,5.45,5.7,3.85,,,,
+04/12/2013,0,0,0,0,,-38.27,-51.85,-303.63,7.85,5.45,5.3,,,,
+05/12/2013,0,0,0,0,,-38.27,-51.85,-303.67,6.05,5.25,4.25,,,,
+06/12/2013,0,0,0,0,,-38.27,-51.85,-303.73,3.65,4.35,2.7,,,,
+07/12/2013,0,0,0,0,,-38.27,-51.85,-303.71,6,4,4.35,,,,
+08/12/2013,0,0,0,0,,-38.28,-51.85,-303.67,4.85,4.55,3.45,,,,
+09/12/2013,0,0,0,0,,-38.28,-51.85,-303.67,6.45,5,4.1,,,,
+10/12/2013,0,0,0.6,0,,-38.28,-51.86,-303.68,8.45,7.5,6.45,,,,
+11/12/2013,0,0,0,0,,-38.29,-51.86,-303.68,9.4,7.2,7.2,,,,
+12/12/2013,0,0,0,0,,-38.29,-51.86,-303.72,6.05,4.55,3.55,,,,
+13/12/2013,0,0,0.2,0,,-38.29,-51.86,-303.79,4.9,5.15,3.35,,,,
+14/12/2013,0.2,0,0.2,0,,-38.29,-51.86,-303.79,5.15,5.75,3.1,,,,
+15/12/2013,0.4,0,0.2,0,,-38.29,-51.86,-303.79,6.25,5.05,4.95,,,,
+16/12/2013,0,0,0,0,,-38.29,-51.86,-303.78,8.75,7.65,7.3,,,,
+17/12/2013,0,0,0,0,,-38.29,-51.86,-303.81,8.9,6.1,6.4,,,,
+18/12/2013,0,0,0.4,0,,-38.29,-51.86,-303.87,6.35,4.4,4.3,,,,
+19/12/2013,0,0,0,0,,-38.29,-51.86,-303.93,4.4,2.55,2.25,,,,
+20/12/2013,0.2,0,0.4,0.2,,-38.3,-51.86,-303.92,6.2,6.8,4.45,,,,
+21/12/2013,0,0.4,0.8,0.6,,-38.3,-51.87,-303.87,8.35,7.1,6.15,,,,
+22/12/2013,0,0,0.4,0,,-38.3,-51.87,-303.9,7.35,5.9,4.75,,,,
+23/12/2013,0,0,0,0,,-38.3,-51.87,-303.96,6.4,5.05,4.5,,,,
+24/12/2013,0,0,0,0,,-38.3,-51.87,-304.02,6.8,4.75,4.6,,,,
+25/12/2013,0.2,0.4,1.8,0.8,,-38.29,-51.86,-304.11,7.1,7.2,6.3,,,,
+26/12/2013,98,27.2,69.8,57.4,,-38.26,-51.85,-304.26,5.95,5.55,4.85,,,,
+27/12/2013,9.8,7.4,16,14.2,,-38.27,-51.85,-304.18,5,3,3.95,,,,
+28/12/2013,0,0,0,0,,-38.27,-51.85,-304.1,5.3,3.7,4,,,,
+29/12/2013,2,7.2,10,9.4,,-38.27,-51.85,-304.09,5.85,5.85,4.2,,,,
+30/12/2013,3.6,4.4,7.2,5.8,,-38.27,-51.85,-304.08,3.85,3.8,1.8,,,,
+31/12/2013,0,3,2.6,1.2,,-38.27,-51.85,-304.1,3.85,3.95,2.4,,,,
+01/01/2014,0,0,0,0,,-38.27,-51.85,-304.12,4.45,2.75,2.85,,,,
+02/01/2014,0.2,0,0.6,0.2,,-38.27,-51.85,-304.14,4.15,3.3,2.7,,,,
+03/01/2014,2,11.3,11.4,16.2,,-38.27,-51.85,-304.13,8.1,8.15,7.05,,,,
+04/01/2014,0.4,16.2,16.4,21.8,,-38.26,-51.85,-304.15,8.75,9.05,7.65,,,,
+05/01/2014,21.6,25.4,37.8,32.8,,-38.25,-51.83,-304.25,6.35,6.75,5.55,,,,
+06/01/2014,8.2,12.2,15.4,16.2,,-38.24,-51.83,-304.18,5.45,5.3,5,,,,
+07/01/2014,0,0.4,0,0,,-38.23,-51.83,-304.11,7.2,6,5.15,,,,
+08/01/2014,0,0,0,0,,-38.24,-51.83,-304.09,5.7,4.75,3.8,,,,
+09/01/2014,0.2,0,0.2,0,,-38.24,-51.83,-304.11,6,5.85,4.75,,,,
+10/01/2014,0,0,0,0,,-38.24,-51.83,-304.14,4.55,4.45,3.4,,,,
+11/01/2014,0,0,0,0,,-38.25,-51.84,-304.13,7.2,5.25,5,,,,
+12/01/2014,0,0,0,0,,-38.25,-51.84,-304.13,7.35,5.9,5.5,,,,
+13/01/2014,0,0,0,0,,-38.25,-51.84,-304.14,7.35,5.85,4.55,,,,
+14/01/2014,12,17.4,23.8,20.4,,-38.24,-51.83,-304.22,4.25,4.6,2.8,,,,
+15/01/2014,20.4,20.2,25.4,22.8,,-38.24,-51.83,-304.2,4.85,4.2,3.45,,,,
+16/01/2014,0,0,0.2,0,,-38.24,-51.83,-304.15,4.5,2.95,2.3,,,,
+17/01/2014,0.4,1,2,2.2,,-38.24,-51.83,-304.17,6.75,7,5.75,,,,
+18/01/2014,10,16.4,16,26.6,,-38.23,-51.83,-304.18,7.85,8,7,,,,
+19/01/2014,3.8,2,3.2,2.6,,-38.23,-51.82,-304.22,8.2,8.25,6.85,,,,
+20/01/2014,8.6,5.3,11.8,22.6,,-38.22,-51.82,-304.23,5.9,5.9,4.65,,,,
+21/01/2014,1,0.8,2.4,3.2,,-38.22,-51.82,-304.2,5.05,4.3,3.95,,,,
+22/01/2014,12.6,0.8,14.6,12.8,,-38.23,-51.82,-304.1,4.25,2.9,2,,,,
+23/01/2014,17.2,0.8,16,13.8,,-38.23,-51.82,-304.06,4.9,3.05,2.45,,,,
+24/01/2014,12.6,0.2,19.2,19,,-38.21,-51.82,-304.12,2.65,2.9,2.1,,,,
+25/01/2014,0,0,0,0.4,,-38.22,-51.82,-304.1,1.65,1,0.8,,,,
+26/01/2014,0,0,0.2,0,,-38.22,-51.82,-304.04,2.45,1.85,1.55,,,,
+27/01/2014,0,0,0.2,0.2,,-38.21,-51.81,-304.07,1.65,1.05,0.75,,,,
+28/01/2014,5.2,0.6,5.6,7.6,,-38.21,-51.81,-304.08,0.55,0.15,1,,,,
+29/01/2014,0,0,0,0,,-38.22,-51.82,-303.99,0.85,0.3,0.55,,,,
+30/01/2014,26.8,1.6,44.4,37.4,,-38.21,-51.81,-303.93,5.4,6.05,4.75,,,,
+31/01/2014,99,31.3,90.2,77,,-38.12,-51.75,-303.88,6.2,6.35,5.65,,,,
+01/02/2014,30.6,8.4,35.2,46,,-38,-51.67,-303.84,5.65,6.8,4.75,,,,
+02/02/2014,0.6,0,1.4,1.4,,-37.96,-51.65,-303.79,5.1,4.4,3.35,,,,
+03/02/2014,7.6,0.6,7.6,12.2,,-37.97,-51.65,-303.69,6.95,6.7,5.75,,,,
+04/02/2014,2.2,0.2,1.4,1.8,,-37.99,-51.67,-303.59,5.5,5.35,4.45,,,,
+05/02/2014,0.4,0,2.6,3,,-38,-51.67,-303.53,4,4.1,2.8,,,,
+06/02/2014,23,12.6,40,45.4,,-37.99,-51.67,-303.49,5.4,4.4,4.05,,,,
+07/02/2014,0.2,0,0.4,0,,-37.98,-51.65,-303.39,5.5,4.3,4,,,,
+08/02/2014,20.8,4.6,29,29,,-37.95,-51.64,-303.35,6.4,6.9,4.7,,,,
+09/02/2014,22.6,2.6,33.8,41.8,,-37.92,-51.61,-303.32,4.7,4.1,3.15,,,,
+10/02/2014,16,3.2,18,18.4,,-37.85,-51.57,-303.23,4.9,4.6,3.6,,,,
+11/02/2014,70.4,13.8,85.6,75,,-37.62,-51.41,-303.14,5.75,6.15,4.25,,,,
+12/02/2014,0.4,0.2,2.6,3,,-37.54,-51.35,-302.97,4.95,4.25,3.5,,,,
+13/02/2014,2.2,0,8.2,0.4,,-37.57,-51.37,-302.73,4.65,2.85,3.15,,,,
+14/02/2014,0.2,0,1.2,2.6,,-37.6,-51.39,-302.56,8.65,7.55,7,,,,
+15/02/2014,0,0,0,0,,-37.64,-51.41,-302.37,8.75,7.55,6.6,,,,
+16/02/2014,0,0,0.4,0.6,,-37.66,-51.42,-302.2,9.75,9,8.4,,,,
+17/02/2014,0,0,0,0,0,-37.68,-51.44,-302.08,9.8,9.9,8.4,,,,
+18/02/2014,0,0,0,0,0,-37.69,-51.45,-301.93,12.3,11.4,10.6,,,,
+19/02/2014,0,0,0,0,0,-37.7,-51.45,-301.85,10.35,10.4,9.6,,,,
+20/02/2014,29.8,22.8,46.6,40.4,0,-37.7,-51.45,-301.73,6.1,6.25,4.6,,,,
+21/02/2014,4.8,0.2,3.2,2,0,-37.71,-51.45,-301.6,6.8,5.55,4.7,,,,
+22/02/2014,3,0.4,3,4.6,0,-37.71,-51.46,-301.47,6.55,5.8,5.05,,,,
+23/02/2014,0,0,0,0,0,-37.73,-51.47,-301.31,4.05,5.1,3.3,,,,
+24/02/2014,0,0,0,0,0,-37.74,-51.48,-301.2,4.6,4.55,3.75,,,,
+25/02/2014,0,0,0,0,0,-37.75,-51.49,-301.08,6.7,4.45,4.25,,,,
+26/02/2014,0,0,0,0,0,-37.77,-51.49,-300.97,4.2,4.45,4.2,,,,
+27/02/2014,14.4,8.5,14.6,13.4,0,-37.77,-51.5,-300.86,5.4,5.05,3.9,,,,
+28/02/2014,3.8,3.6,9.6,2,0,-37.77,-51.5,-300.81,4.9,4.9,4.15,,,,
+01/03/2014,29.6,16.2,17.2,27.4,,-37.76,-51.49,-300.8,2.1,2.9,1.55,,,,
+02/03/2014,3.2,15.6,2.6,18.6,,-37.76,-51.49,-300.67,3.65,3.1,3.1,,,,
+03/03/2014,0,0,0,0,,-37.76,-51.49,-300.52,5.35,3.95,3.35,,,,
+04/03/2014,7.8,10.2,8.4,26.6,,-37.75,-51.48,-300.45,1.75,2.25,1.05,,,,
+05/03/2014,1.8,2.8,2.2,7.6,,-37.76,-51.49,-300.22,3.05,3.75,2.2,,,,
+06/03/2014,0.2,0,0.2,0,,-37.77,-51.5,-300.04,4.85,5.15,4,,,,
+07/03/2014,0,0,0.2,0,,-37.79,-51.51,-299.92,7.45,7,6.65,,,,
+08/03/2014,0,0,0.2,0,,-37.8,-51.52,-299.82,5.9,5.7,5.1,,,,
+09/03/2014,0,0,0.4,0.2,,-37.8,-51.52,-299.73,6.5,5.7,5.95,,,,
+10/03/2014,0,0,0,0,,-37.8,-51.52,-299.71,5.25,5.05,4.6,,,,
+11/03/2014,0,0,0.2,0,,-37.81,-51.52,-299.62,4.95,5.45,3.45,,,,
+12/03/2014,0,0,0,0,,-37.81,-51.52,-299.49,6.7,6,5.25,,,,
+13/03/2014,0,0,0.2,0,,-37.81,-51.52,-299.41,9.5,7.65,7.4,,,,
+14/03/2014,0,0,0,0,,-37.81,-51.52,-299.36,10.25,8.95,8.2,,,,
+15/03/2014,0,0,0.2,0,,-37.8,-51.52,-299.32,10.8,8.75,8.25,,,,
+16/03/2014,0,0,0.2,0,,-37.8,-51.52,-299.27,11.3,10.15,9.95,,,,
+17/03/2014,0,0,0,0,,-37.8,-51.52,-299.15,13.9,11.55,11.8,,,,
+18/03/2014,0,0,0,0,,-37.8,-51.51,-299.06,11.1,9.55,10.05,,,,
+19/03/2014,0,0,0,0,,-37.8,-51.51,-298.99,9.45,9.55,8.35,,,,
+20/03/2014,0,0,0.4,0,,-37.8,-51.51,-298.9,12.55,10.4,10.35,,,,
+21/03/2014,0,0,0,0,,-37.79,-51.51,-298.84,12.1,10.25,10.75,,,,
+22/03/2014,0.2,2,4.2,6.8,,-37.78,-51.5,-298.8,9.45,9.65,8.25,,,,
+23/03/2014,12.4,13.5,27.8,22,,-37.76,-51.49,-298.8,5.9,5.85,4.9,,,,
+24/03/2014,9.6,5.8,5.4,6.6,,-37.75,-51.48,-298.72,2.6,3,2.15,,,,
+25/03/2014,4.4,2.6,2.8,1.6,,-37.75,-51.47,-298.6,4.6,3.35,2.9,,,,
+26/03/2014,1.4,1.6,3,4.4,,-37.74,-51.47,-298.53,4.4,4.7,2.95,,,,
+27/03/2014,1.4,0.4,0.2,0.6,,-37.73,-51.46,-298.45,3.8,5.3,3.35,,,,
+28/03/2014,18,11.8,18.8,17.6,,-37.73,-51.46,-298.3,6.75,7.25,6.15,,,,
+29/03/2014,0.2,0,0,0,,-37.73,-51.46,-298.16,10.85,10.4,8.6,,,,
+30/03/2014,0,0,0,0,,-37.73,-51.46,-298.1,11.6,9.5,8.95,,,,
+31/03/2014,0,0,0,0,,-37.73,-51.46,-298.05,10.6,9.75,8.15,,,,
+01/04/2014,0,0,0,0,,-37.72,-51.45,-297.99,9.25,8,6.9,,,,
+02/04/2014,0,0,0,0,,-37.72,-51.45,-297.93,9.7,8.15,8.1,,,,
+03/04/2014,0,0,0,0,,-37.71,-51.44,-297.89,10.6,10.55,8.9,,,,
+04/04/2014,13.8,6.6,9.6,14,,-37.69,-51.43,-297.87,9.65,9.6,7.45,,,,
+05/04/2014,20.4,9.6,11,13.6,,-37.69,-51.43,-297.76,8.75,8.5,8.2,,,,
+06/04/2014,3.4,5,4.2,5.8,,-37.68,-51.42,-297.63,10.75,10.35,9.5,,,,
+07/04/2014,0,0,0,0,,-37.68,-51.42,-297.52,13.75,12.65,12.4,,,,
+08/04/2014,0,0,0,0,,-37.68,-51.42,-297.45,13.45,13.35,12.6,,,,
+09/04/2014,0,0,0,0,,-37.68,-51.42,-297.42,10.9,10.3,9.7,,,,
+10/04/2014,0,0.8,0.2,1.6,0,-37.67,-51.41,-297.34,11.1,9.3,9.45,,,,
+11/04/2014,0,0,0.2,0,0,-37.67,-51.41,-297.3,11.8,11.2,9.95,,,,
+12/04/2014,0,0,0.2,0,0,-37.66,-51.4,-297.24,10.75,9.4,8.75,,,,
+13/04/2014,0,0,0.2,0,0,-37.65,-51.4,-297.17,11.9,9.05,10.55,,,,
+14/04/2014,7,0,17,0,0.4,-37.64,-51.39,-297.11,11.1,9.35,9.15,,,,
+15/04/2014,0,0,0,0,0,-37.63,-51.38,-297.08,8.8,8.85,8.1,,,,
+16/04/2014,1,0,0.8,0.2,0.2,-37.63,-51.38,-296.98,5.6,5.9,5.1,,,,
+17/04/2014,0,0,0,0,0,-37.62,-51.37,-296.91,6.5,6.35,6.15,,,,
+18/04/2014,0,0,0,0,0,-37.61,-51.36,-296.89,9.3,8.4,9.3,,,,
+19/04/2014,8.4,30.5,24.4,33.4,0,-37.59,-51.35,-296.86,6.6,6.25,5.7,,,,
+20/04/2014,4.2,20.3,11.8,18.6,0,-37.58,-51.34,-296.78,8.65,7.05,6.45,,,,
+21/04/2014,0.2,0.2,0.2,0.2,0,-37.57,-51.34,-296.69,12.85,11.1,10.65,,,,
+22/04/2014,0,0,0,0,0,-37.57,-51.34,-296.58,11.2,11.9,9.75,,,,
+23/04/2014,0.4,0.6,1.2,0.8,0,-37.57,-51.33,-296.5,13.35,12.95,11.7,,,,
+24/04/2014,0,0,0,0,0,-37.56,-51.33,-296.44,13.35,11.65,12.8,,,,
+25/04/2014,4.8,1.6,3.6,1.6,1.4,-37.56,-51.32,-296.41,14.45,12.1,11.75,,,,
+26/04/2014,6.6,2.2,13.6,8,9.6,-37.55,-51.32,-296.37,13.35,12.55,12.75,,,,
+27/04/2014,2.6,2.4,6,4,3,-37.54,-51.31,-296.33,10.7,9.35,8.9,,,,
+28/04/2014,22.2,9.8,29.6,25.8,21.6,-37.52,-51.3,-296.28,8.5,6.5,7.05,,,,
+29/04/2014,8.6,0,5.6,5.4,4.6,-37.52,-51.29,-296.2,7.9,7.25,7.65,,,,
+30/04/2014,0.6,0,0.2,0,0.2,-37.51,-51.29,-296.11,10.45,9.35,9.2,,,,
+01/05/2014,9.2,1,21,7.6,3.2,-37.51,-51.28,-296.05,9.75,8.8,8.15,,,,
+02/05/2014,0,0,0,7,2.6,-37.5,-51.28,-296.01,9.95,9.2,8.4,,,,
+03/05/2014,33.6,8.8,38,45.2,37.8,-37.47,-51.26,-295.98,7.35,8.55,6.85,,,,
+04/05/2014,3.8,1.8,4.4,7,10,-37.46,-51.25,-295.89,8.45,9.05,7.8,,,,
+05/05/2014,0,0,0.2,0,0,-37.45,-51.24,-295.77,10.7,8.95,9.75,,,,
+06/05/2014,0,0,0.2,0,0,-37.45,-51.24,-295.69,13.7,11.85,10.85,,,,
+07/05/2014,0,0,0,0,0,-37.44,-51.23,-295.64,12.3,9.85,10.1,,,,
+08/05/2014,0,0,0.2,0,0,-37.44,-51.23,-295.61,12.75,12.9,12.15,,,,
+09/05/2014,0,0,0.2,0,0,-37.43,-51.22,-295.56,15.5,13.6,12.75,,,,
+10/05/2014,0,0,0,0,0,-37.43,-51.22,-295.52,16.05,14.8,13.75,,,,
+11/05/2014,0,0,0,0,0,-37.42,-51.21,-295.49,14.05,13.65,13,,,,
+12/05/2014,0,0,0,0,0,-37.41,-51.21,-295.45,13.5,11.35,12.15,,,,
+13/05/2014,0,0,0,0,0,-37.4,-51.2,-295.41,10.25,10.65,9.6,,,,
+14/05/2014,20.8,4.4,10.2,6.6,8.4,-37.39,-51.19,-295.34,10.65,10.3,10.25,,,,
+15/05/2014,1,0.2,0.8,0.4,0.2,-37.39,-51.19,-295.27,11.05,9.35,9.45,,,,
+16/05/2014,0,0,0,0,0,-37.38,-51.18,-295.24,12.05,10.25,11.4,,,,
+17/05/2014,0.8,0,1.2,0,0,-37.37,-51.18,-295.18,11.7,9.3,9.6,,,,
+18/05/2014,0,0.2,5.4,1,2,-37.37,-51.17,-295.11,12.55,8.95,9.9,,,,
+19/05/2014,0,0,0,0,0,-37.36,-51.17,-295.07,12.95,11,10.75,,,,
+20/05/2014,2.8,2,8,9.4,5.8,-37.36,-51.16,-295.01,14.1,13.2,12.4,,,,
+21/05/2014,0,0,0.2,0,0,-37.35,-51.16,-294.96,16.8,14.35,14.9,,,,
+22/05/2014,0,0,0,0,0,-37.34,-51.15,-294.92,18.9,15.2,16.1,,,,
+23/05/2014,3.4,2.4,6.2,6,4.4,-37.33,-51.14,-294.9,15.35,13.15,13.35,,,,
+24/05/2014,0,0,1,0.2,0.4,-37.33,-51.14,-294.87,14.8,13.75,13.45,,,,
+25/05/2014,0,0,0.2,0,0,-37.32,-51.13,,16.25,14.05,14.8,,,,
+26/05/2014,2.8,1.6,1,1.6,1.6,-37.31,-51.13,-294.76,15,13.9,13.35,,,,
+27/05/2014,0.2,0.4,0.8,0.2,0.2,-37.3,-51.12,-294.73,13.05,11.9,10.95,,,,
+28/05/2014,0.2,1.8,0.4,3.2,0.2,-37.3,-51.11,-294.7,12.15,11.8,11.1,,,,
+29/05/2014,0,0,0,0,0,,-51.1,-294.65,13.55,12.1,12.45,,,,
+30/05/2014,0,0,3.8,0,1,-37.28,-51.1,-294.59,14,12.25,11.95,,,,
+31/05/2014,0.4,2.1,0.2,0.4,0.2,-37.27,-51.1,-294.54,11.55,10.25,10.7,,,,
+01/06/2014,0,0,0,0,0,-37.27,-51.09,-294.48,12.9,10.95,11.8,,,,
+02/06/2014,0,0,0.2,0,0,-37.26,-51.09,-294.44,15.1,13.4,13.4,,,,
+03/06/2014,0,0,0,0,0,-37.26,-51.08,-294.41,15.75,14.5,13.7,,,,
+04/06/2014,0,0.8,0,0,0,-37.25,-51.07,-294.37,15.8,14.1,13.45,,,,
+05/06/2014,0,0,0,0,0,-37.25,-51.07,-294.31,16.9,14.75,15.8,,,,
+06/06/2014,0,0,0.2,0,0,-37.24,-51.07,-294.24,17.9,16.2,16,,,,
+07/06/2014,0,0,0.2,0,0,-37.24,-51.06,-294.2,20.4,18.35,18.3,,,,
+08/06/2014,0,0,0,0,0,-37.23,-51.06,-294.16,22.4,20.1,20.35,,,,
+09/06/2014,0,0,0,0,0,-37.23,-51.05,-294.13,22.35,20.9,20.9,,,,
+10/06/2014,0,0,0,0,0,-37.22,-51.05,-294.1,22.95,20.5,21.3,,,,
+11/06/2014,0,0,0.2,0.8,0,-37.21,-51.04,-294.06,23.55,21.4,21.3,,,,
+12/06/2014,0,3,0,3.6,1.2,-37.21,-51.04,-294.03,22.85,21.05,20.4,,,,
+13/06/2014,0.4,3.4,1.8,4.2,0.2,-37.2,-51.03,-294.03,22.15,19.8,19.85,,,,
+14/06/2014,0.4,0,8,0,0,-37.19,-51.02,-294.04,19.5,18.45,18.8,,,,
+15/06/2014,15,5.4,27,21,21.8,-37.17,-51.01,-294.01,13.55,14.65,12.45,,,,
+16/06/2014,15.6,9,13.6,15.4,19,-37.16,-51,-293.96,14.5,12.75,12.6,,,,
+17/06/2014,17.6,7.2,22.8,9.6,18.2,-37.15,-50.99,-293.91,14.45,13.25,13.3,,,,
+18/06/2014,0,0,0.2,0,0,-37.15,-50.99,-293.86,15.75,14,14.3,,,,
+19/06/2014,4.4,0.6,7.4,2,3.2,-37.14,-50.98,-293.81,15.9,14.35,14.2,,,,
+20/06/2014,5.2,1.2,2.2,5.4,0.4,-37.13,-50.98,-293.77,18.15,15.4,16.3,,,,
+21/06/2014,0,0,0.2,0.2,0,-37.13,-50.97,-293.73,18.35,15.65,16.1,,,,
+22/06/2014,0,0,0,1.6,0,-37.13,-50.97,-293.66,19.45,16.8,17.35,,,,
+23/06/2014,0,0,0,0.2,0,-37.13,-50.97,-293.62,20.95,16.9,17.9,,,,
+24/06/2014,0,0,0,0,0,-37.12,-50.96,-293.64,20,18.75,19,,,,
+25/06/2014,0,0,0.2,1.6,0,-37.11,-50.96,-293.65,17.75,16.75,16.2,,,,
+26/06/2014,5.6,0,0.2,0.8,1.8,-37.1,-50.95,-293.61,16.5,14.9,14.6,,,,
+27/06/2014,3.8,1.6,4,5.6,10.6,-37.1,-50.95,-293.55,17.65,16.4,15.85,,,,
+28/06/2014,0,0,0,2.2,0,-37.1,-50.94,-293.49,20.15,18.8,17.35,,,,
+29/06/2014,0,0,0,0,0,-37.09,-50.94,-293.51,19.3,18.35,19.05,,,,
+30/06/2014,14.6,4.9,16.4,11.4,9.2,-37.08,-50.93,-293.51,18.15,16.8,15.7,,,,
+01/07/2014,10.2,0.2,9.4,2.2,4.4,-37.08,-50.93,-293.43,16.85,15.55,15.4,,,,
+02/07/2014,2.2,0,1.2,0.4,3.8,-37.07,-50.92,-293.39,18.5,16,16.6,,,,
+03/07/2014,0,0,0,0,0,-37.07,-50.92,-293.34,19.55,17.2,17.95,,,,
+04/07/2014,0,0,0,0,0,-37.06,-50.91,-293.35,22.2,19.4,19.5,,,,
+05/07/2014,0,0,0,0.8,0,-37.06,-50.91,-293.39,19.05,18.1,18.05,,,,
+06/07/2014,0,0,0,0.2,0,-37.05,-50.9,-293.36,20.35,19,18.45,,,,
+07/07/2014,0,0,0.2,0,0,-37.05,-50.9,-293.33,20.4,17.25,17.6,,,,
+08/07/2014,6.8,0.8,6.4,5.2,6.8,-37.03,-50.89,-293.36,18.55,17.1,16.2,,,,
+09/07/2014,0,0,0,0.2,0,-37.03,-50.88,-293.36,16.95,15.3,14.6,,,,
+10/07/2014,5.2,0.2,4.6,0.8,5.2,-37.02,-50.88,-293.36,14.65,12.35,12.95,,,,
+11/07/2014,52.6,0,40.8,1.4,1.8,-37.01,-50.87,-293.32,17.35,14.8,14.75,,,,
+12/07/2014,0.8,0,0.6,0,0,-37.01,-50.87,-293.27,17.75,13.55,14.6,,,,
+13/07/2014,9.6,4.2,29,26.6,14.8,-37,-50.86,-293.25,16.45,16,14.85,,,,
+14/07/2014,0.4,0,7,8,4.8,-36.99,-50.85,-293.23,16.25,14.9,14.8,,,,
+15/07/2014,12,0,12.2,0.2,0.4,-36.98,-50.85,-293.2,17.9,17.55,16.7,,,,
+16/07/2014,0,0,0,0,0,-36.98,-50.85,-293.17,20.75,19.1,19.15,,,,
+17/07/2014,0,0,0,0,0,-36.98,-50.85,-293.16,21.75,19.6,19.65,,,,
+18/07/2014,0,0,0.2,0,0,-36.98,-50.84,-293.15,22.5,20.6,20.5,,,,
+19/07/2014,0,5.4,0,13.4,12,-36.97,-50.84,-293.15,22.95,20.9,20.55,,,,
+20/07/2014,0,0,0.2,0,0,-36.97,-50.83,-293.15,23.8,20.5,20.8,,,,
+21/07/2014,0.2,1,0.8,2.2,0.8,-36.96,-50.83,-293.19,16.6,15.8,16.05,,,,
+22/07/2014,11.6,19.7,24.8,41.6,,-36.94,-50.82,-293.19,16.75,16.95,16.05,,,,
+23/07/2014,3.6,0.2,0.6,0,,-36.94,-50.81,-293.15,19.5,18.6,18.3,,,,
+24/07/2014,0,0,0.2,0,,-36.93,-50.8,-293.12,19.1,17.25,17.05,,,,
+25/07/2014,28.8,14,26.4,17.6,,-36.92,-50.8,-293.08,19.15,18.35,17.2,,,,
+26/07/2014,0,0,0.2,0,,-36.91,-50.79,-293.08,20.15,18.25,17.7,,,,
+27/07/2014,0,0,0.4,0,,-36.91,-50.79,-293.07,18.25,16.65,16.9,,,,
+28/07/2014,0.4,1,0.4,1,,-36.91,-50.78,-293.05,19.55,18.15,17.65,,,,
+29/07/2014,3.2,23.7,13.8,29.6,,-36.89,-50.77,-293.04,17.05,16.15,15.4,,,,
+30/07/2014,46.6,90.4,65.4,94.6,,-36.83,-50.73,-293.06,15.25,12.6,13.05,,,,
+31/07/2014,4.8,2.8,6.4,2.6,,-36.81,-50.72,-293,18.55,17.85,17.4,,,,
+01/08/2014,0,0,0.2,0,,-36.81,-50.72,-292.96,20.5,20.05,19,,,,
+02/08/2014,0,0,0,0,,-36.82,-50.72,-292.94,22.3,19.45,18.85,,,,
+03/08/2014,0.2,0,0.6,0.2,,-36.82,-50.72,-292.92,20.55,18.4,18.55,,,,
+04/08/2014,0,0,0.2,0,,-36.83,-50.72,-292.9,20.4,18.5,18.95,,,,
+05/08/2014,0,0,0,0,,-36.83,-50.72,-292.89,19.85,19.3,18.4,,,,
+06/08/2014,0,2.9,0,2,,-36.83,-50.72,-292.89,19,18.2,17.9,,,,
+07/08/2014,0,0,0.2,0,,-36.83,-50.72,-292.87,20.9,19,18.4,,,,
+08/08/2014,0,0,0,0,,-36.83,-50.72,-292.84,21.25,19.35,19.4,,,,
+09/08/2014,0,0,0,0,,-36.83,-50.72,-292.83,21.65,18.65,18.85,,,,
+10/08/2014,0,0,0.2,0,,-36.83,-50.72,-292.81,22.55,20.05,20.55,,,,
+11/08/2014,0,0,0.2,0,,-36.82,-50.72,-292.82,22.2,20.6,19.5,,,,
+12/08/2014,0,0,0,0,,-36.82,-50.71,-292.82,20.8,20.3,19.5,,,,
+13/08/2014,0,0,0,0,,-36.81,-50.71,-292.83,20.35,20.3,18.3,,,,
+14/08/2014,0.2,3,0.2,2.2,,-36.81,-50.7,-292.83,18.2,17,16.85,,,,
+15/08/2014,0,0,0,0.2,,-36.81,-50.7,-292.79,16.85,14.8,15.05,,,,
+16/08/2014,0,0,0.2,0,,-36.81,-50.7,-292.77,17.45,15.15,14.95,,,,
+17/08/2014,0,0,0,0,,-36.81,-50.7,-292.76,15.9,14.4,15.15,,,,
+18/08/2014,0,0,0.2,0,,-36.8,-50.69,-292.75,17.9,14.75,15.3,,,,
+19/08/2014,0,0,0,0,,-36.8,-50.69,-292.75,17.6,18.4,15.3,,,,
+20/08/2014,0,0,0,0,,-36.8,-50.69,-292.73,19.95,18.95,17.85,,,,
+21/08/2014,0,0,0,0,,-36.79,-50.69,-292.72,20.65,17.8,17.85,,,,
+22/08/2014,0,0,0.2,0,,-36.79,-50.68,-292.71,19.45,17.85,17.5,,,,
+23/08/2014,0.4,0,0.6,0,,-36.78,-50.68,-292.71,16.8,16.5,16.35,,,,
+24/08/2014,53,39.1,60,10.2,,-36.78,,-292.7,16.8,15.8,15.4,,,,
+25/08/2014,0,0,0.2,0,,-36.78,-50.67,-292.69,17.1,15.65,15.85,,,,
+26/08/2014,0,0,0.2,0,,-36.77,-50.67,-292.69,17.75,14.9,15.15,,,,
+27/08/2014,0,0,0,0.2,,-36.77,-50.67,-292.7,21.4,19.75,19.25,,,,
+28/08/2014,0,0,0,0,,-36.77,-50.66,-292.69,20.1,19.15,18.85,,,,
+29/08/2014,0,0,0.2,0,,-36.77,-50.66,-292.67,18.9,18.1,17.95,,,,
+30/08/2014,0,0,0.2,0,,-36.76,-50.66,-292.66,21.1,18.55,19.25,,,,
+31/08/2014,0,0,0,0,,-36.76,-50.65,-292.67,20.45,18.15,18.25,,,,
+01/09/2014,6.2,5.4,5.6,0,,-36.75,,-292.74,12.9,13.7,12.75,,,,
+02/09/2014,0,0.2,0.2,0.2,,-36.74,,-292.71,14.85,14.9,14.55,,,,
+03/09/2014,0,0,0.4,0,,-36.74,-50.64,-292.67,13.5,12.65,13.15,,,,
+04/09/2014,1.8,0.6,2.2,0.2,,-36.74,,-292.65,17.05,15.45,16.2,,,,
+05/09/2014,0,0.4,0,0.2,,-36.74,,-292.64,17.35,16.2,16.5,,,,
+06/09/2014,0.8,0.2,1,0.2,,-36.74,-50.64,-292.65,17.65,16.4,16.8,,,,
+07/09/2014,0,0,0.4,0,,-36.74,-50.64,-292.63,19.2,16.85,17.95,,,,
+08/09/2014,0,0,0.2,0,,-36.74,-50.64,-292.59,19.05,17.55,17.65,,,,
+09/09/2014,1,0,0.4,0.2,,-36.74,-50.64,-292.61,19.7,17.15,17.75,,,,
+10/09/2014,0,0,0.2,0,0,-36.73,,-292.64,19.7,16.35,16.5,,,,
+11/09/2014,51.4,19.3,51.6,15,22.2,-36.72,-50.63,-292.66,15.8,14.7,14.4,,,,
+12/09/2014,0.2,2.4,1.4,1.8,2.8,-36.72,,-292.66,12.15,11.45,10.85,,,,
+13/09/2014,8.6,10,7,11,4.8,-36.72,-50.62,-292.63,14.75,13.4,12.35,,,,
+14/09/2014,0,0,0.2,0.8,0,-36.72,-50.62,-292.62,17.05,14.6,14.35,,,,
+15/09/2014,0,0,0.2,0,0,-36.72,-50.62,-292.62,15.85,14.05,13.95,,,,
+16/09/2014,0,0,0.2,0,0,-36.72,-50.62,-292.63,17.5,15.7,15.15,,,,
+17/09/2014,0.6,4.8,1.8,11,5.2,-36.71,-50.62,-292.63,16.45,15.25,14.95,,,,
+18/09/2014,0,0,0.4,0.2,0,-36.7,-50.62,-292.62,18.4,16.65,16.15,,,,
+19/09/2014,0,0.2,0,0.2,0.2,-36.69,,-292.61,20.05,19.55,17.95,,,,
+20/09/2014,2,0,0.6,0,0,-36.69,-50.62,-292.62,20.9,18.8,17.95,,,,
+21/09/2014,0,0,0.2,0,0,-36.69,-50.61,-292.64,19.35,18.05,18.05,,,,
+22/09/2014,0,0,0.2,0,0,-36.68,,-292.68,18.25,15.9,16.1,,,,
+23/09/2014,0,0,0.2,0.2,0,-36.68,,-292.68,13.25,13.4,12.6,,,,
+24/09/2014,0,0,0.4,0,0,-36.68,,-292.66,12.9,10.25,11.05,,,,
+25/09/2014,6.2,1.4,4.6,0.2,3.4,-36.68,,-292.67,13.75,13.5,12.9,,,,
+26/09/2014,4.4,1.8,6.4,0.2,2.2,-36.68,-50.61,-292.64,13.25,12.95,12.2,,,,
+27/09/2014,0,0,0,0.2,0,-36.68,-50.61,-292.61,16.05,14.2,14.25,,,,
+28/09/2014,0,0,0.2,0,0,-36.68,-50.61,-292.61,15.7,14.5,14.75,,,,
+29/09/2014,0,0,0.2,0,0,-36.68,,-292.62,15.65,13.5,13.9,,,,
+30/09/2014,0,0,0.2,0,0,-36.68,,-292.64,16.45,14.5,14.7,,,,
+01/10/2014,0,0,0.2,0.2,0,-36.67,-50.6,-292.68,15.6,14.1,13.55,,,,
+02/10/2014,19.8,25.2,33.6,22,18.6,-36.67,-50.6,-292.71,14.15,13.8,13.8,,,,
+03/10/2014,0,0,0.2,0.2,0,-36.67,-50.6,-292.72,14.05,13.15,12.95,,,,
+04/10/2014,0,0,0.2,0,0,-36.66,-50.59,-292.76,14.15,13.05,12.75,,,,
+05/10/2014,0,0,0.2,0,0,-36.66,-50.59,-292.78,13.9,12.7,12.4,,,,
+06/10/2014,0,0,0.2,0.2,0,-36.66,-50.59,-292.78,14.6,12.5,12.7,,,,
+07/10/2014,0,0,0.4,0.2,0,-36.66,-50.59,-292.76,14.7,12.6,12.05,,,,
+08/10/2014,0,0,0,0,0,-36.66,-50.59,-292.75,16.9,16.8,15.3,,,,
+09/10/2014,0,0,0,0,0,-36.66,-50.59,-292.77,16.9,16.3,15.6,,,,
+10/10/2014,0,0,0,0,0,-36.66,-50.59,-292.79,17.95,17.45,16.35,,,,
+11/10/2014,0,0,0,0,0,-36.65,-50.59,-292.8,17.15,16.9,15.3,,,,
+12/10/2014,0,0,0,0,0,-36.66,-50.59,-292.81,18.55,17.55,16.6,,,,
+13/10/2014,0,0,0,0,0,-36.65,-50.58,-292.84,17.45,16.7,16.35,,,,
+14/10/2014,0,2.9,0.2,0.2,0,-36.65,-50.58,-292.87,16.25,15.25,14.35,,,,
+15/10/2014,26,31.2,34.8,32.6,22.4,-36.64,-50.57,-292.89,18.55,18.45,17.2,,,,
+16/10/2014,3.2,6,3.4,6.6,4,-36.64,-50.57,-292.85,17.45,16.4,15.7,,,,
+17/10/2014,0.2,0.4,0.2,0.2,0,-36.64,-50.57,-292.84,16.2,16.25,14.7,,,,
+18/10/2014,0,0,0.2,0.4,0,-36.64,-50.58,-292.81,17,17,15.65,,,,
+19/10/2014,0,0,0.2,0.2,0,-36.64,-50.58,-292.82,17.25,16,15.45,,,,
+20/10/2014,0,0,0.4,0.2,0,-36.64,-50.58,-292.86,15.75,13.8,14.35,,,,
+21/10/2014,0,0,0.2,0,0,-36.64,-50.57,-292.94,15.4,14.15,14,,,,
+22/10/2014,0,0,0,0,0,-36.63,-50.57,-293.01,11.2,10.4,10.3,,,,
+23/10/2014,0,0,0,0,0,-36.63,-50.57,-293,9.25,8.2,9.25,,,,
+24/10/2014,0,0,0.2,0,0,-36.64,-50.57,-292.98,10.05,10,10.05,,,,
+25/10/2014,0,0,0,0,0,-36.64,-50.57,-292.95,8.25,7.95,8.15,,,,
+26/10/2014,0,0,0.2,0,0,-36.64,-50.58,-292.94,7.35,7.2,6.45,,,,
+27/10/2014,0,0,0.4,0,0,-36.65,-50.58,-292.95,7.2,7,6,,,,
+28/10/2014,0,0,0.2,0,0,-36.65,-50.58,-292.98,8.7,6.9,6.9,,,,
+29/10/2014,0,0,0,0,4.8,-36.65,-50.58,-293.01,8.8,7.8,7.1,,,,
+30/10/2014,0,0,0.4,0,0,-36.65,-50.58,-293,9.65,8.95,8.75,,,,
+31/10/2014,0,0,0,0,0,-36.65,-50.58,-293,9.1,8.45,8.45,,,,
+01/11/2014,0,0,0,0,0,-36.65,-50.58,-293.02,10.85,9.2,10,,,,
+02/11/2014,0,0,0.2,0,0,-36.65,-50.58,-293.05,11.2,9.35,9.55,,,,
+03/11/2014,0,0,0,0,0,-36.65,-50.58,-293.09,9.25,8.2,7.5,,,,
+04/11/2014,4.4,2.2,,5.4,4,-36.64,-50.57,-293.17,11.8,11.85,11.25,,,,
+05/11/2014,3.4,7.9,,12.2,19.8,-36.63,-50.57,-293.23,12.05,12.05,11.7,,,,
+06/11/2014,78,83,,101.8,79.2,-36.61,-50.55,-293.21,10.35,10.3,9.8,,,,
+07/11/2014,10.4,6.6,,0.4,13,-36.59,-50.54,-293.21,11.15,10.8,10.2,,,,
+08/11/2014,11.8,2.6,,0.2,14.8,-36.58,-50.53,-293.2,12.65,11.15,10.6,,,,
+09/11/2014,3,0.2,,0.2,7.4,-36.58,-50.53,-293.19,12.8,12.15,11.45,,,,
+10/11/2014,0.6,0.2,,0.2,2.4,-36.59,-50.54,-293.17,10.7,10.5,9.9,,,,
+11/11/2014,18,4.4,,1,15.8,-36.58,-50.53,-293.21,12.25,11.5,10.9,,,,
+12/11/2014,6.6,0.8,,0.4,8.4,-36.58,-50.53,-293.28,10.4,10.15,9.6,,,,
+13/11/2014,3.6,0.4,,0,5,-36.58,-50.53,-293.26,10.55,9.75,9.05,,,,
+14/11/2014,0,0,,0.2,0,-36.59,-50.53,-293.22,11.4,10.1,9.3,,,,
+15/11/2014,0,0,,0,0,-36.59,-50.53,-293.26,10.35,9.5,9.1,,,,
+16/11/2014,26.4,1.8,,3.4,20.2,-36.58,-50.53,-293.28,8.8,8.25,7.55,,,,
+17/11/2014,6.8,11.2,,1.2,,-36.56,-50.51,-293.29,6.65,6.3,5.75,,,,
+18/11/2014,37.8,2,,1.6,27,-36.52,-50.48,-293.28,8.65,8.15,7.4,,,,
+19/11/2014,2.4,0,,0.4,1.4,-36.5,-50.47,-293.22,8.6,8.4,7.4,,,,
+20/11/2014,0,0,,0,0,-36.51,-50.47,-293.16,9.3,8.05,7.15,,,,
+21/11/2014,0,0,,0,0,-36.52,-50.48,-293.17,9.05,7.65,6.95,,,,
+22/11/2014,0,0,,0,0,-36.53,-50.49,-293.15,11,10.7,10,,,,
+23/11/2014,0.2,0,,0,0,-36.54,-50.5,-293.14,11.25,10.3,9.65,,,,
+24/11/2014,0,0,,0,0,-36.55,-50.5,-293.17,11.35,10.5,9.85,,,,
+25/11/2014,0,0,,0.2,0,-36.55,-50.5,-293.21,11.35,10.7,10.05,,,,
+26/11/2014,2.4,0,,0,0.2,-36.55,-50.5,-293.24,9.85,7.35,8.85,,,,
+27/11/2014,7.4,1,13.8,0,12.8,-36.55,-50.5,-293.26,10.05,9.25,9.3,,,,
+28/11/2014,8.6,20.5,26.2,1.4,28.8,-36.54,-50.49,-293.28,11.9,11.25,10.5,,,,
+29/11/2014,0,0,0.2,0,0,-36.54,-50.49,-293.28,12.45,11.85,10.9,,,,
+30/11/2014,2,0.4,1.4,0,2.2,-36.53,-50.49,-293.25,13.65,13.5,12.35,,,,
+01/12/2014,1.6,1.2,0.4,0.2,,-36.53,-50.48,-293.22,10.6,9.95,9.6,,,,
+02/12/2014,1.4,0.2,2.8,0,2.6,-36.53,-50.48,-293.2,8.5,7.4,7.05,,,,
+03/12/2014,0.2,0,0.2,0,1,-36.54,-50.49,-293.17,7.45,6.9,6.6,,,,
+04/12/2014,32.2,0,32.4,40.2,34.6,-36.54,-50.49,-293.15,8.15,7.55,7.55,,,,
+05/12/2014,17,0.4,19.4,6.2,7.2,-36.54,-50.49,-293.12,8.05,7,6.8,,,,
+06/12/2014,0.4,0,2.8,4.6,3.4,-36.53,-50.49,-293.11,6.1,5.5,4.6,,,,
+07/12/2014,0.2,1.9,1.6,2.6,1.8,-36.53,-50.48,-293.1,5.6,4.5,4.85,,,,
+08/12/2014,0.2,0.2,0,0.4,0.4,-36.53,-50.49,-293.09,4.6,3.6,3.45,,,,
+09/12/2014,0,0,0,0,0,-36.53,-50.49,-293.08,3.4,3.4,2.65,,,,
+10/12/2014,0,0,0,0,0,-36.54,-50.49,-293.02,2.75,3.2,2.75,,,,
+11/12/2014,0,0,,0,0,-36.54,-50.5,-293.02,5.2,3.6,4,,,,
+12/12/2014,0,0,,0,0,-36.55,-50.5,-292.99,5.7,5.1,4.25,,,,
+13/12/2014,0,0,,0,0,-36.56,-50.5,-292.98,6.65,7.65,5.1,,,,
+14/12/2014,0,1,,1.4,0.4,-36.56,-50.51,-292.97,8.8,8.85,7.35,,,,
+15/12/2014,0,0.8,,1,1,-36.56,-50.51,-292.99,8.45,8.45,7.35,,,,
+16/12/2014,32.4,23.8,,30.8,23.4,-36.55,-50.5,-293.07,5.9,6.6,5.3,,,,
+17/12/2014,3.4,4.4,,5.2,,-36.55,-50.5,-293.05,6.35,5.75,5.65,,,,
+18/12/2014,0,0,,0,,-36.55,-50.5,-292.99,7.9,6.55,6.2,,,,
+19/12/2014,0,0,,0,,-36.56,-50.51,-292.95,8.4,7.05,6.7,,,,
+20/12/2014,0,0,,0.2,,-36.56,-50.51,-292.96,7.9,6.8,6.6,,,,
+21/12/2014,0,0,,0.4,,-36.57,-50.51,-292.95,7.2,6.55,5.7,,,,
+22/12/2014,0,0,,0,,-36.57,-50.52,-292.92,6.85,6,5.1,,,,
+23/12/2014,0,0.2,,0,,-36.58,-50.52,-292.94,6.35,6.9,4.35,,,,
+24/12/2014,0,0,,0,,-36.58,-50.52,-292.97,7.3,7.4,5.15,,,,
+25/12/2014,0,0,,0,,-36.57,-50.51,-293.02,7.35,5.65,6.15,,,,
+26/12/2014,0,0,,0,,-36.57,-50.51,-293.04,2.85,3.1,1.8,,,,
+27/12/2014,0,0,,0,,-36.56,-50.51,-293.1,1.25,0.4,0.7,,,,
+28/12/2014,25.6,43.3,,45.6,,-36.54,-50.49,-293.19,0.2,0.25,-0.1,,,,
+29/12/2014,0,0,,0,,-36.56,-50.5,-293.04,-2.15,-1.05,-2.65,,,,
+30/12/2014,0,0.2,,0,,-36.56,-50.51,-292.98,-4.5,-4,-4.65,,,,
+31/12/2014,0,0,,0,,-36.56,-50.51,-293,-5.55,-4.9,-5.7,,,,
+01/01/2015,0,0,,0,0,-36.57,-50.65,-292.95,-2.3,-2.4,-2.25,0,0,-5.906212279,-23.51014568
+02/01/2015,0,0,,0,0,-36.58,-50.65,-292.93,6.15,3.6,5.4,0,0,-5.906212279,-23.51014568
+03/01/2015,0,0,,0,0,-36.58,-50.64,-292.97,6.3,5.25,4.55,0,0,-5.906212279,-23.51014568
+04/01/2015,0,0,,0,0,-36.58,-50.64,-293.03,7.9,5.45,7.25,0,0,-5.610901665,-22.3346384
+05/01/2015,0,0,,0,0,-36.58,-50.52,-293,4.05,3.3,2.9,0,0,-5.906212279,-23.51014568
+06/01/2015,0,0,,0,0,-36.58,-50.52,-293.02,5.55,4.75,4.6,0,0,-5.906212279,-23.51014568
+07/01/2015,0,0,,0,0,-36.59,-50.53,-293,5.65,4.45,3.65,0,0,-5.906212279,-23.51014568
+08/01/2015,0,0,,0,0,-36.59,-50.53,-292.98,5.3,4.55,3.4,0,0,-5.906212279,-23.51014568
+09/01/2015,0,0,,0,0,-36.59,-50.53,-293,6.3,5.5,4.35,0,0,-5.906212279,-23.51014568
+10/01/2015,0,0,,0,0,-36.59,-50.53,-293.07,6.95,5.95,5.2,0,0,-5.906212279,-23.51014568
+11/01/2015,0,0,,0,0,-36.59,-50.52,-293.12,7.45,7.3,7.95,0,0,-5.610901665,-22.3346384
+12/01/2015,0,0,,0,0,-36.59,-50.53,-293.05,6.85,4.55,5.15,0,0,-5.906212279,-23.51014568
+13/01/2015,0,0,,0,0,-36.6,-50.53,-293.06,4.6,4.25,3.6,0,0,-5.906212279,-23.51014568
+14/01/2015,0,0,,0,0,-36.59,-50.53,-293.12,6.35,5.2,4.3,0,0,-5.906212279,-23.51014568
+15/01/2015,0,0,,0,0,-36.59,-50.53,-293.13,6.35,4.3,4.15,0,0,-5.906212279,-23.51014568
+16/01/2015,0,0,,0,0,-36.59,-50.53,-293.16,7.1,6.85,6.25,0,0,-5.906212279,-23.51014568
+17/01/2015,0,0.2,,1,1.2,-36.59,-50.53,-293.19,6.35,6.8,5.4,0,0,-5.906212279,-23.51014568
+18/01/2015,0,0,,0,0.6,-36.59,-50.53,-293.19,4.1,4.5,2.8,0,0,-5.610901665,-22.3346384
+19/01/2015,0,0,,0,0,-36.59,-50.52,-293.23,4.5,3.6,2.55,0,0,-5.906212279,-23.51014568
+20/01/2015,0,0.2,,2.6,1.8,-36.58,-50.52,-293.25,4.1,4.65,3.45,0,0,-5.906212279,-23.51014568
+21/01/2015,0,0.8,,2.6,4.4,-36.58,-50.52,-293.24,4.45,4.85,3.75,0,0,-5.906212279,-23.51014568
+22/01/2015,16.4,28.2,,31,26.6,-36.57,-50.51,-293.24,3.2,3.95,2.4,0,0,-5.906212279,-23.51014568
+23/01/2015,0.6,3.4,,3.4,9.4,-36.58,-50.51,-293.27,3.6,3.9,3,0,0,-5.906212279,-23.51014568
+24/01/2015,0,0,,0,0,-36.58,-50.52,-293.23,3.85,4.8,3.8,0,0,-5.906212279,-23.51014568
+25/01/2015,0,0,,0,0,-36.59,-50.52,-293.21,1.1,2.4,0.95,0,0,-5.610901665,-22.3346384
+26/01/2015,0,0,,0,0,-36.6,-50.53,-293.17,0.4,0.1,0.1,0,0,-5.906212279,-23.51014568
+27/01/2015,0,0,,0,0,-36.6,-50.53,-293.2,0.65,-0.9,-0.3,0,0,-5.906212279,-23.51014568
+28/01/2015,0,0,,0,0,-36.6,-50.53,-293.23,0.35,0.75,0.45,0,0,-5.906212279,-23.51014568
+29/01/2015,0,0,,0,0,-36.59,-50.53,-293.29,1.5,0.95,0.5,0,0,-5.906212279,-23.51014568
+30/01/2015,21.6,38.9,,37,16.2,-36.57,-50.51,-293.44,2.6,2.65,1.85,0,0,-5.906212279,-23.51014568
+31/01/2015,9,0,,16.2,1.4,-36.57,-50.51,-293.39,3.15,2.2,1.55,0,0,-5.906212279,-23.51014568
+01/02/2015,12.8,11.6,,16,10.8,-36.57,-50.51,-293.33,-0.45,-0.05,-0.4,0,0,-6.14579533,-24.78507589
+02/02/2015,5.2,5.8,,3.8,0,-36.57,-50.51,-293.25,0,0.5,-1,0,0,-6.469258242,-26.08955357
+03/02/2015,2.4,7.2,,0.2,0,-36.58,-50.52,-293.24,0.15,0.35,-0.25,0,0,-6.469258242,-26.08955357
+04/02/2015,4.8,,,20,2.2,-36.57,-50.51,-293.26,0,2.05,1.3,0,0,-6.469258242,-26.08955357
+05/02/2015,31.4,,,47.2,25.8,-36.55,-50.5,-293.27,,3.2,1.4,0,0,-6.469258242,-26.08955357
+06/02/2015,18,,,16.4,23.4,-36.53,-50.48,-293.26,,0.5,0.1,0,0,-6.469258242,-26.08955357
+07/02/2015,7.2,,,5,13.6,-36.53,-50.49,-293.17,,0.4,-1.6,0,0,-6.469258242,-26.08955357
+08/02/2015,0.4,,,2.4,0,-36.54,-50.49,-293.21,,0.25,-0.3,0,0,-6.14579533,-24.78507589
+09/02/2015,0.4,,,0.8,3.8,-36.55,-50.5,-293.17,,-1.4,-1.65,0,0,-6.469258242,-26.08955357
+10/02/2015,0,,,0,0.4,-36.56,-50.5,-293.15,,5.8,5.3,0,0,-6.469258242,-26.08955357
+11/02/2015,0,,,0,9,-36.56,-50.51,-293.16,,6.75,4.85,0,0,-6.469258242,-26.08955357
+12/02/2015,0,,,0,0,-36.57,-50.51,-293.2,,5.6,5.3,0,0,-6.469258242,-26.08955357
+13/02/2015,0,,,0,0,-36.58,-50.52,-293.23,,4.45,2.65,0,0,-6.469258242,-26.08955357
+14/02/2015,5.8,,,0,3.6,-36.59,-50.53,-293.3,,4.25,3,0,0,-6.469258242,-26.08955357
+15/02/2015,6.6,,,9.4,8,-36.59,-50.53,-293.35,,4.85,3.1,0,0,-6.14579533,-24.78507589
+16/02/2015,1,,,6.2,8.8,-36.59,-50.53,-293.35,,6.1,3.8,0,0,-6.469258242,-26.08955357
+17/02/2015,0.2,,,0.8,5.6,-36.6,-50.54,-293.3,,6.45,4.15,0,0,-6.469258242,-26.08955357
+18/02/2015,0.2,,,0,0,-36.61,-50.55,-293.28,,4.2,2.55,0,0,-6.469258242,-26.08955357
+19/02/2015,0,,,0,0,-36.63,-50.56,-293.29,,2.05,1.9,0,0,-6.469258242,-26.08955357
+20/02/2015,0,,,0,0,-36.63,-50.56,-293.36,,2.8,2.5,0,0,-6.469258242,-26.08955357
+21/02/2015,1.4,,,4,1.8,-36.62,-50.55,-293.48,,3.45,1.85,0,0,-6.469258242,-26.08955357
+22/02/2015,20,,,18,25.8,-36.61,-50.54,-293.58,,6,4.7,0,0,-6.14579533,-24.78507589
+23/02/2015,1.2,,,1.6,7,-36.61,-50.54,-293.53,,4.55,4.65,0,0,-6.469258242,-26.08955357
+24/02/2015,0,,,0,0.2,-36.6,-50.54,-293.55,,7.1,5.15,0,0,-6.469258242,-26.08955357
+25/02/2015,12,,,17,14.8,-36.6,-50.54,-293.53,,4.5,2.6,0,0,-6.469258242,-26.08955357
+26/02/2015,0,,,0,1.4,-36.61,-50.54,-293.47,,5.4,2.65,0,0,-6.469258242,-26.08955357
+27/02/2015,0,,,0,0.4,-36.61,-50.54,-293.48,,4.15,4.1,0,0,-6.469258242,-26.08955357
+28/02/2015,0,,,0,0,-36.62,-50.55,-293.46,,4.25,3.65,0,0,-6.469258242,-26.08955357
+01/03/2015,0,,,0,0,-36.62,-50.55,-293.45,,4.05,3.45,0,0,-5.514932882,-22.43329605
+02/03/2015,0,,,10,1.2,-36.62,-50.55,-293.48,,8.45,7.4,0,0,-5.805192508,-23.61399584
+03/03/2015,0,,,2.4,0.2,-36.63,-50.56,-293.46,,9.05,7.75,0,0,-5.805192508,-23.61399584
+04/03/2015,0,,,0,0,-36.63,-50.56,-293.48,,6.3,5.35,0,0,-5.805192508,-23.61399584
+05/03/2015,31.6,,,38,15.8,-36.61,-50.55,-293.58,,2.65,1.6,0,0,-5.805192508,-23.61399584
+06/03/2015,2.6,,,0,0,-36.62,-50.55,-293.5,,1.65,0.35,0,0,-5.805192508,-23.61399584
+07/03/2015,0.2,,,0,0,-36.62,-50.55,-293.49,,2.85,1.5,0,0,-5.805192508,-23.61399584
+08/03/2015,0,,,0,1.6,-36.62,-50.55,-293.52,,3,2.5,0,0,-5.514932882,-22.43329605
+09/03/2015,0,,,0,0,-36.62,-50.55,-293.53,,3.85,3.2,0,0,-5.805192508,-23.61399584
+10/03/2015,0,,,0,0.2,-36.62,-50.55,-293.52,,4.05,3.7,0,0,-5.805192508,-23.61399584
+11/03/2015,0,,,0,0,-36.62,-50.55,-293.55,,6.45,6.3,0,0,-5.805192508,-23.61399584
+12/03/2015,0,,,0,0,-36.63,-50.55,-293.58,,3.5,3.2,0,0,-5.805192508,-23.61399584
+13/03/2015,0,,,0,0,-36.63,-50.55,-293.59,,3.6,3.95,0,0,-5.805192508,-23.61399584
+14/03/2015,0,,,0,0,-36.63,-50.56,-293.58,,4.7,4,0,0,-5.805192508,-23.61399584
+15/03/2015,0,,,0,0,-36.63,-50.56,-293.58,,5.2,3,0,0,-5.514932882,-22.43329605
+16/03/2015,33.2,,,59.4,29.2,-36.61,-50.54,-293.56,,5.65,4.2,0,0,-5.805192508,-23.61399584
+17/03/2015,31.6,,,53.6,61.8,-36.59,-50.53,-293.57,,7.9,5.55,0,0,-5.805192508,-23.61399584
+18/03/2015,0,,,1.6,7.8,-36.58,-50.52,-293.58,,6.7,6.05,0,0,-5.805192508,-23.61399584
+19/03/2015,0,,,0,0,-36.58,-50.52,-293.59,,7.4,6.7,0,0,-5.805192508,-23.61399584
+20/03/2015,0,,,0,0,-36.58,-50.52,-293.59,,6.25,6.25,0,0,-5.805192508,-23.61399584
+21/03/2015,0,,,0,0,-36.58,-50.52,-293.62,,5.9,5.6,0,0,-5.805192508,-23.61399584
+22/03/2015,0,,,1.2,1.8,-36.58,-50.51,-293.66,,5.95,4.05,0,0,-5.514932882,-22.43329605
+23/03/2015,0,,,0,0.2,-36.58,-50.52,-293.62,,7.9,7.6,0,0,-5.805192508,-23.61399584
+24/03/2015,0.2,,,2.4,2.2,-36.58,-50.51,-293.62,,9.5,8.7,0,0,-5.805192508,-23.61399584
+25/03/2015,7.2,,,14.2,13,-36.56,-50.5,-293.71,,8.55,6.7,0,0,-5.805192508,-23.61399584
+26/03/2015,28.6,,,66.2,62.2,-36.54,-50.48,-293.61,,9.3,8.55,0,0,-5.805192508,-23.61399584
+27/03/2015,0.2,,,2.6,1.8,-36.52,-50.47,-293.56,,7,6.35,0,0,-5.805192508,-23.61399584
+28/03/2015,15.4,,,8.2,7,-36.52,-50.47,-293.49,,8.1,6.5,0,0,-5.805192508,-23.61399584
+29/03/2015,0,,,0,0,-36.53,-50.47,-293.46,,9.75,8.4,0,0,-5.514932882,-22.43329605
+30/03/2015,0,,,0,0,-36.53,-50.47,-293.47,,10.95,10,0,0,-5.805192508,-23.61399584
+31/03/2015,0,,,0,0,-36.53,-50.48,-293.41,10.6,12.2,11.6,0,0,-5.805192508,-23.61399584
+01/04/2015,0,0,,0,0,-36.54,-50.48,-293.37,10.65,10,9.75,0,0,-6.268588889,-24.46752222
+02/04/2015,0,0,,0,0,-36.54,-50.48,-293.31,10.2,8.15,8.3,0,0,-6.268588889,-24.46752222
+03/04/2015,0,0,,0,0,-36.54,-50.48,-293.28,7.6,7.4,6.85,0,0,-6.268588889,-24.46752222
+04/04/2015,0,0,,0,0,-36.54,-50.48,-293.3,6.9,6.8,5.65,0,0,-6.268588889,-24.46752222
+05/04/2015,16.8,31.1,,31,18.6,-36.53,-50.47,-293.31,2.6,3.55,2.25,0,0,-5.955159444,-23.24414611
+06/04/2015,0.8,1.4,,0.6,2,-36.54,-50.48,-293.18,2.85,2.15,2.45,0,0,-6.268588889,-24.46752222
+07/04/2015,0,0,,0,0.2,-36.55,-50.49,-293.07,1.55,2.15,1.5,0,0,-6.268588889,-24.46752222
+08/04/2015,0,0,,0.2,0.2,-36.56,-50.49,-293.02,5.8,6.5,5.75,0,0,-6.268588889,-24.46752222
+09/04/2015,0,0,,0,0,-36.56,-50.5,-292.99,8.9,8,7.15,0,0,-6.268588889,-24.46752222
+10/04/2015,0,0,,0,0,-36.56,-50.5,-292.97,11.1,9,8.3,0,0,-6.268588889,-24.46752222
+11/04/2015,0,0,,0,0,-36.56,-50.5,-292.96,8.45,6.25,6.95,0,0,-6.268588889,-24.46752222
+12/04/2015,0,0,,0,0,-36.57,-50.5,-292.93,10.1,9.6,8.9,0,0,-5.955159444,-23.24414611
+13/04/2015,0,0.2,,0,0,-36.57,-50.5,-292.89,12.45,10.9,10.95,0,0,-6.268588889,-24.46752222
+14/04/2015,0,0,,0,0,-36.57,-50.5,-292.88,15.4,13,13.45,0,0,-6.268588889,-24.46752222
+15/04/2015,0,0,,0,0,-36.57,-50.5,-292.87,14.95,12.95,12.85,0,0,-6.268588889,-24.46752222
+16/04/2015,0,0,,0,0,-36.56,-50.5,-292.86,14.4,11.1,12.1,0,0,-6.268588889,-24.46752222
+17/04/2015,0,0.4,,0.6,0.4,-36.56,-50.49,-292.86,12.25,11.1,10.5,0,0,-6.268588889,-24.46752222
+18/04/2015,0,0,,0.2,0.4,-36.56,-50.49,-292.85,11.6,11.55,10.6,0,0,-6.268588889,-24.46752222
+19/04/2015,0,0.2,,0,0,-36.56,-50.49,-292.79,8.35,9.65,7.95,0,0,-5.955159444,-23.24414611
+20/04/2015,0,0,,0,0,-36.56,-50.49,-292.73,9.9,9.15,9.1,0,0,-6.268588889,-24.46752222
+21/04/2015,0,0,,0,0,-36.56,-50.49,-292.65,13.05,12.2,11.8,0,0,-6.268588889,-24.46752222
+22/04/2015,0,0,,0,0,-36.56,-50.49,-292.59,14.8,12.9,13.1,0,0,-6.268588889,-24.46752222
+23/04/2015,0,0,,0,0,-36.56,-50.49,-292.6,12.2,10.9,10.8,0,0,-6.268588889,-24.46752222
+24/04/2015,0,0,,0,0,-36.56,-50.49,-292.58,12.05,12.4,10.7,0,0,-6.268588889,-24.46752222
+25/04/2015,0,0,,0,0,-36.56,-50.49,-292.51,12.1,11.4,10.1,0,0,-6.268588889,-24.46752222
+26/04/2015,0,0,,0,0,-36.55,-50.48,-292.49,14.6,11.9,11.6,0,0,-5.955159444,-23.24414611
+27/04/2015,1.2,0.6,,1.4,2,-36.55,-50.48,-292.5,10,9.1,8.75,0,0,-6.268588889,-24.46752222
+28/04/2015,27,36,,43.2,41.4,-36.54,-50.47,-292.47,9.6,10.15,9.65,0,0,-6.268588889,-24.46752222
+29/04/2015,0.8,1.2,,1.4,3.6,-36.55,-50.48,-292.33,11.75,10.6,10.15,0,0,-6.268588889,-24.46752222
+30/04/2015,7,4.2,,3.4,7,-36.55,-50.48,-292.26,10.75,9.75,9.6,0,0,-6.268588889,-24.46752222
+01/05/2015,0,0,,0,0,-36.55,-50.48,-292.23,10.25,8.9,8.9,0,0,-6.238022893,-23.52961498
+02/05/2015,0.2,0.4,,0.4,0.8,-36.55,-50.48,-292.22,13.6,14.45,13.45,0,0,-6.238022893,-23.52961498
+03/05/2015,0,0,,0,0,-36.55,-50.48,-292.17,14.5,13.45,13.7,0,0,-5.926121748,-22.35313424
+04/05/2015,0,0,,0,0,-36.55,-50.48,-292.12,17.85,16.35,18.3,0,0,-6.238022893,-23.52961498
+05/05/2015,0,0,,0,0,-36.55,-50.48,-292.1,20.7,18.8,19.3,0,0,-6.238022893,-23.52961498
+06/05/2015,0,0,,0,0,-36.55,-50.48,-292.05,20.4,19.45,18.95,0,0,-6.238022893,-23.52961498
+07/05/2015,0,0,,0,0,-36.55,-50.48,-292.01,18.4,15.95,16.05,0,0,-6.238022893,-23.52961498
+08/05/2015,0,0,,0,0,-36.55,-50.48,-291.98,16.6,14.45,14.3,0,0,-6.238022893,-23.52961498
+09/05/2015,0,0,,0,0,-36.55,-50.48,-291.95,16,15.35,14.75,0,0,-6.238022893,-23.52961498
+10/05/2015,0,0,,0,0,-36.55,-50.48,-291.88,16.8,15.45,15.45,0,0,-5.926121748,-22.35313424
+11/05/2015,0,0,,0,0,-36.56,-50.49,-291.83,17.35,15.25,15.45,0,0,-6.238022893,-23.52961498
+12/05/2015,0,0,,0,0,-36.55,-50.49,-291.8,18.2,16.75,16.55,0,0,-6.238022893,-23.52961498
+13/05/2015,0,0,,0,0,-36.55,-50.48,-291.79,17.9,15.95,16.3,0,0,-6.238022893,-23.52961498
+14/05/2015,0,0,,0,0,-36.56,-50.47,-291.87,17.65,14.25,15.75,0,0,-6.238022893,-23.52961498
+15/05/2015,0,0,,0,0,-36.56,-50.47,-291.94,14.6,12.85,13,0,0,-6.238022893,-23.52961498
+16/05/2015,0.2,0,,0.2,0.2,-36.56,-50.47,-291.86,12.85,10.35,10.7,0,0,-6.238022893,-23.52961498
+17/05/2015,0.2,0,,0,0.6,-36.56,-50.47,-291.81,17.9,17.55,16.95,0,0,-5.926121748,-22.35313424
+18/05/2015,0,0,,0,0,-36.56,-50.47,-291.79,19.65,17.1,17.9,0,0,-6.238022893,-23.52961498
+19/05/2015,0,0,,0,0,-36.55,-50.46,-291.79,17.9,16.95,16.25,0,0,-6.238022893,-23.52961498
+20/05/2015,0,0,,0,0,-36.55,-50.46,-291.75,14.05,13.3,12.55,0,0,-6.238022893,-23.52961498
+21/05/2015,0,0,,0,0.2,-36.55,-50.46,-291.72,11.45,10.9,9.7,0,0,-6.238022893,-23.52961498
+22/05/2015,0,0,,0,0,,-50.46,-291.7,7.4,6.3,6.1,0,0,-6.238022893,-23.52961498
+23/05/2015,17.6,21.6,,22.2,27.4,,-50.45,-291.67,9.4,9.05,9.05,0,0,-6.238022893,-23.52961498
+24/05/2015,12.4,15.9,,14,14.4,,-50.45,-291.62,11,10.5,10.4,0,0,-5.926121748,-22.35313424
+25/05/2015,0,0.4,,1.6,1.8,,-50.45,-291.58,13.6,12.5,11.5,0,0,-6.238022893,-23.52961498
+26/05/2015,0,0,,0,0,,-50.45,-291.61,11.9,11.5,10.65,0,0,-6.238022893,-23.52961498
+27/05/2015,6.4,9.2,,6.2,0.8,,-50.45,-291.64,11.6,11.2,10.55,0,0,-6.238022893,-23.52961498
+28/05/2015,0,0,,0,0,,-50.46,-291.57,12.65,11.7,12,0,0,-6.238022893,-23.52961498
+29/05/2015,0,0,,0,0,,-50.45,-291.55,16.3,14,13.75,0,0,-6.238022893,-23.52961498
+30/05/2015,0,0,,0,0,,-50.45,-291.52,15,13.35,13.2,0,0,-6.238022893,-23.52961498
+31/05/2015,0,0,,0,0,,-50.45,-291.48,16.45,14.35,14.3,0,0,-5.926121748,-22.35313424
+01/06/2015,0,0.2,,5,0,,-50.45,-291.44,17.9,15.85,15.35,0,0,-5.777072414,-24.54917778
+02/06/2015,0,0,,2,8.8,,-50.45,-291.41,17.65,16.25,16.3,0,0,-5.777072414,-24.54917778
+03/06/2015,0,0,,0,0,-36.54,-50.45,-291.38,19.2,16.7,16.65,0,0,-5.777072414,-24.54917778
+04/06/2015,0,0,,0,0,-36.54,-50.45,-291.36,20.55,20,19.45,0,0,-5.777072414,-24.54917778
+05/06/2015,0,0,,0,0,-36.54,-50.45,-291.36,22,19.65,19.75,0,0,-5.777072414,-24.54917778
+06/06/2015,0,0,,0,0,-36.54,-50.45,-291.33,22.65,20.15,20,0,0,-5.777072414,-24.54917778
+07/06/2015,0,0,,0,0,-36.54,-50.44,-291.32,20.7,19.75,19.55,0,0,-5.488218793,-23.32171889
+08/06/2015,1,1.8,,2,7.2,-36.53,-50.44,-291.33,19.85,20,18.75,0,0,-5.777072414,-24.54917778
+09/06/2015,2.4,0.4,,0.8,17,-36.52,-50.43,-291.33,18.9,16.45,16.45,0,0,-5.777072414,-24.54917778
+10/06/2015,14,1,,8,16.8,-36.52,-50.43,-291.3,19.8,18.25,17.7,0,0,-5.777072414,-24.54917778
+11/06/2015,0,0,,0.2,7.6,-36.52,-50.43,-291.28,20.8,18.25,18.2,0,0,-5.777072414,-24.54917778
+12/06/2015,0,0,,0,0.4,-36.52,-50.43,-291.26,20.95,18,17.35,0,0,-5.777072414,-24.54917778
+13/06/2015,0,0,,0,0.2,-36.52,-50.43,-291.25,20.5,18.15,17.9,0,0,-5.777072414,-24.54917778
+14/06/2015,0,0,,0.2,0.4,-36.51,-50.43,-291.26,17.95,17.55,16.65,0,0,-5.488218793,-23.32171889
+15/06/2015,1,6.5,,7.4,8.8,-36.51,-50.43,-291.23,17.25,15.7,14.75,0,0,-5.777072414,-24.54917778
+16/06/2015,0,3.9,,6.4,4.2,-36.51,-50.42,-291.2,17.55,16.25,15.1,0,0,-5.777072414,-24.54917778
+17/06/2015,2.4,12,,8,10.6,-36.51,-50.42,-291.2,15.25,15.65,14.8,0,0,-5.777072414,-24.54917778
+18/06/2015,3.2,7.1,,6.2,3.2,-36.51,-50.42,-291.2,15.6,15.15,15.15,0,0,-5.777072414,-24.54917778
+19/06/2015,0,0.2,,0,0,-36.51,-50.42,-291.19,19.3,17.5,16.15,0,0,-5.777072414,-24.54917778
+20/06/2015,0,0,,0,0,-36.5,-50.42,-291.17,16.65,15.4,15.15,0,0,-5.777072414,-24.54917778
+21/06/2015,7,8,,7.8,4.2,-36.51,-50.42,-291.12,15.6,15,14.4,0,0,-5.488218793,-23.32171889
+22/06/2015,0,0,,0.2,0,-36.51,-50.42,-291.09,18.15,15.8,15.4,0,0,-5.777072414,-24.54917778
+23/06/2015,0,0,,0,0,-36.5,-50.41,-291.11,19.55,18.5,17.5,0,0,-5.777072414,-24.54917778
+24/06/2015,0.6,3.2,,3,5.8,-36.51,-50.42,-291.08,15.65,14.4,14.5,0,0,-5.777072414,-24.54917778
+25/06/2015,0.2,0,,0,0,-36.51,-50.42,-291.03,16.25,15.3,15.05,0,0,-5.777072414,-24.54917778
+26/06/2015,0,0,,0,0,,-50.42,-291.03,18.25,18.1,16.7,0,0,-5.777072414,-24.54917778
+27/06/2015,0,0,,0,0,,-50.41,-291.04,20,18.2,18.1,0,0,-5.777072414,-24.54917778
+28/06/2015,0,0,,0,0,,-50.41,-291.04,21.4,20.15,19,0,0,-5.488218793,-23.32171889
+29/06/2015,0,0,,0,0,,-50.41,-291,20.8,19.25,18.9,0,0,-5.777072414,-24.54917778
+30/06/2015,0,0,,0,0.2,,-50.41,-290.99,22.2,20.75,20.75,0,0,-5.777072414,-24.54917778
+01/07/2015,0,0,,0,0,,-50.42,-290.98,23.3,21.3,20.65,0,0,-5.983329865,-23.80763788
+02/07/2015,0,0,,0,0.2,,-50.42,-290.96,24.6,23.15,21.45,0,0,-5.983329865,-23.80763788
+03/07/2015,0,0,,0,0,,-50.42,-290.95,24.5,23.65,23.1,0,0,-5.983329865,-23.80763788
+04/07/2015,0,0,,0,0,,-50.42,-290.96,25.65,23.15,23.15,0,0,-5.983329865,-23.80763788
+05/07/2015,0,0,,0,0,-36.5,-50.41,-290.98,25.85,23.9,24,0,0,-5.684163371,-22.61725598
+06/07/2015,0,0,,0,0,-36.5,-50.41,-290.99,25.9,23.6,23.55,0,0,-5.983329865,-23.80763788
+07/07/2015,0,0,,0,0,-36.5,-50.41,-290.99,26.75,23.5,23.75,0,0,-5.983329865,-23.80763788
+08/07/2015,0,0,,0,0,-36.49,-50.4,-291.02,25.2,23.35,22.5,0,0,-5.983329865,-23.80763788
+09/07/2015,0,0,,0,0,-36.49,-50.4,-291.04,24,21.75,22.1,0,0,-5.983329865,-23.80763788
+10/07/2015,0,0,,0.2,0.2,-36.49,-50.41,-290.99,21.25,20.5,20.5,0,0,-5.983329865,-23.80763788
+11/07/2015,0,0,,0,0,-36.49,-50.4,-290.96,23.75,20.8,20.95,0,0,-5.983329865,-23.80763788
+12/07/2015,0,0,,0,0,-36.49,-50.4,-290.96,24.95,21.6,21.9,0,0,-5.684163371,-22.61725598
+13/07/2015,0,0,,0,0,-36.49,-50.4,-290.97,22.95,20.35,20.55,0,0,-5.983329865,-23.80763788
+14/07/2015,0,0,,0,0,-36.49,-50.4,-290.92,24.8,23.3,22.6,0,0,-5.983329865,-23.80763788
+15/07/2015,0,0,,0,0,-36.49,-50.4,-290.82,26.85,23,23.9,0,0,-5.983329865,-23.80763788
+16/07/2015,0,0,,0,0,-36.49,-50.4,-290.82,26.95,23.55,23.6,0,0,-5.983329865,-23.80763788
+17/07/2015,0,0,,0,0,-36.49,-50.4,-290.81,26.65,23.35,23.1,0,0,-5.983329865,-23.80763788
+18/07/2015,0,0,,0,0,-36.49,-50.4,-290.82,26.3,23.1,23.25,0,0,-5.983329865,-23.80763788
+19/07/2015,0,0,,0,0,-36.49,-50.4,-290.83,26.45,24.65,23.55,0,0,-5.684163371,-22.61725598
+20/07/2015,0,0,,0,0,-36.49,-50.4,-290.86,27.05,23.45,23.35,0,0,-5.983329865,-23.80763788
+21/07/2015,0,0,,0,0,-36.49,-50.4,-290.85,27.2,24.15,24.05,0,0,-5.983329865,-23.80763788
+22/07/2015,0,0,,0,0,-36.49,-50.4,-290.84,,24.85,24.3,0,0,-5.983329865,-23.80763788
+23/07/2015,0,,,0.4,0.8,-36.48,-50.39,-290.87,,24.65,22.95,0,0,-5.983329865,-23.80763788
+24/07/2015,0,,,0,0,-36.48,-50.39,-290.87,,23.4,22.8,0,0,-5.983329865,-23.80763788
+25/07/2015,3.2,,,20.4,17.6,-36.48,-50.39,-290.86,,21.4,20.5,0,0,-5.983329865,-23.80763788
+26/07/2015,2.8,,,3.4,4.4,-36.48,-50.39,-290.86,,21.35,20.55,0,0,-5.684163371,-22.61725598
+27/07/2015,15.2,,,2.8,3.4,-36.47,-50.39,-290.86,,20.85,19.4,0,0,-5.983329865,-23.80763788
+28/07/2015,0,,,0,0.2,-36.48,-50.39,-290.85,,20.35,19.75,0,0,-5.983329865,-23.80763788
+29/07/2015,0,,,0.2,0,-36.48,-50.39,-290.84,,20.7,19.35,0,0,-5.983329865,-23.80763788
+30/07/2015,0,,,0,0,-36.48,-50.39,-290.84,,21.9,21.15,0,0,-5.983329865,-23.80763788
+31/07/2015,0,,,0,0,-36.48,-50.39,-290.84,,21.05,19.8,0,0,-5.983329865,-23.80763788
+01/08/2015,20.4,,,3.2,5.2,-36.48,-50.39,-290.82,,21.35,20.45,0,0,-5.644750798,-23.8153486
+02/08/2015,0,,,0,0,-36.48,-50.39,-290.83,,21.15,20.2,0,0,-5.362513258,-22.62458117
+03/08/2015,0,,,0,0.2,-36.48,-50.39,-290.83,,22.55,22.1,0,0,-5.644750798,-23.8153486
+04/08/2015,0,,,0,0,-36.48,-50.39,-290.84,,22.95,22.1,0,0,-5.644750798,-23.8153486
+05/08/2015,0,,,0,0,-36.48,-50.39,-290.83,,23.6,22.95,0,0,-5.644750798,-23.8153486
+06/08/2015,0,,,0,0,-36.48,-50.39,-290.84,,24.25,23.05,0,0,-5.644750798,-23.8153486
+07/08/2015,0,,,0,0,-36.48,-50.39,-290.85,,23.25,23.35,0,0,-5.644750798,-23.8153486
+08/08/2015,0,,,0,0,-36.48,-50.39,-290.84,,24.15,23.1,0,0,-5.644750798,-23.8153486
+09/08/2015,5,,,9.6,2,-36.48,-50.39,-290.86,,23.5,22.75,0,0,-5.362513258,-22.62458117
+10/08/2015,9.6,,,9.4,9,-36.47,-50.39,-290.89,,19.1,18.4,0,0,-5.644750798,-23.8153486
+11/08/2015,17.2,,,59.8,47,-36.47,-50.38,-290.91,,20.55,19.55,0,0,-5.644750798,-23.8153486
+12/08/2015,0,,,0.2,0,-36.47,-50.39,-290.88,,22,20.95,0,0,-5.644750798,-23.8153486
+13/08/2015,0,,,0,0,-36.47,-50.39,-290.89,,23.4,21.8,0,0,-5.644750798,-23.8153486
+14/08/2015,0,,,0,0,-36.47,-50.39,-290.92,,21.65,21.4,0,0,-5.644750798,-23.8153486
+15/08/2015,0,,,0,0,-36.47,-50.38,-290.94,,18.45,18.75,0,0,-5.644750798,-23.8153486
+16/08/2015,12,,,18.6,24.4,-36.46,-50.38,-290.97,,17.1,15.65,0,0,-5.362513258,-22.62458117
+17/08/2015,11.2,,,5.2,7.6,-36.46,-50.38,-290.95,,15.85,15.75,0,0,-5.644750798,-23.8153486
+18/08/2015,0,,,0,0,-36.47,-50.38,-290.93,,16.9,16.35,0,0,-5.644750798,-23.8153486
+19/08/2015,10.2,,,9.8,19.4,-36.47,-50.38,-290.94,,17.35,16.1,0,0,-5.644750798,-23.8153486
+20/08/2015,0,,,0,0.2,-36.47,-50.39,-290.92,,17.95,16.15,0,0,-5.644750798,-23.8153486
+21/08/2015,0,,,0.2,0,-36.47,-50.39,-290.92,,17.9,16.7,0,0,-5.644750798,-23.8153486
+22/08/2015,1.6,,,10.6,19.6,-36.47,-50.39,-290.95,,16.3,15.8,0,0,-5.644750798,-23.8153486
+23/08/2015,0,,,0,0,-36.47,-50.39,-290.99,,17.15,16.75,0,0,-5.362513258,-22.62458117
+24/08/2015,22.2,,,52.2,54,-36.46,-50.38,-291,,19,18.5,0,0,-5.644750798,-23.8153486
+25/08/2015,11.4,,,51.2,43.8,-36.46,-50.38,-290.98,,17.5,17.4,0,0,-5.644750798,-23.8153486
+26/08/2015,0.4,,,2.2,0.8,-36.46,-50.38,-290.99,,18.8,18.5,0,0,-5.644750798,-23.8153486
+27/08/2015,0,,,0.2,0.2,-36.47,-50.39,-291,,20,19.9,0,0,-5.644750798,-23.8153486
+28/08/2015,0,,,0.4,0.4,-36.47,-50.39,-290.99,,20.85,20.6,0,0,-5.644750798,-23.8153486
+29/08/2015,0,,,0,0,-36.47,-50.39,-290.99,,21.4,21.45,0,0,-5.644750798,-23.8153486
+30/08/2015,0,,,0,0,-36.48,-50.39,-291.01,,21.8,21.3,0,0,-5.362513258,-22.62458117
+31/08/2015,0,,,0,0,-36.47,-50.39,-291.05,,20.85,20.8,0,0,-5.644750798,-23.8153486
+01/09/2015,0,,,0,0,-36.47,-50.39,-291.09,,19.8,19.55,0,0,-5.989444444,-24.55136667
+02/09/2015,0,,,0,0,-36.47,-50.39,-291.13,,19.75,18.35,0,0,-5.989444444,-24.55136667
+03/09/2015,0,,,0.2,0,-36.47,-50.39,-291.14,,18.3,16.95,0,0,-5.989444444,-24.55136667
+04/09/2015,0,,,2,0.2,-36.47,-50.39,-291.15,,20.35,18.35,0,0,-5.989444444,-24.55136667
+05/09/2015,2.6,,,0,0.2,-36.47,-50.39,-291.17,,16.5,15.7,0,0,-5.989444444,-24.55136667
+06/09/2015,0.6,,,4.4,4.8,-36.47,-50.39,-291.16,,15.05,14,0,0,-5.689972222,-23.32379833
+07/09/2015,0,,,0.2,0.4,-36.48,-50.39,-291.16,,15.8,15.4,0,0,-5.989444444,-24.55136667
+08/09/2015,0,,,0,0,-36.48,-50.4,-291.18,,14.45,13.8,0,0,-5.989444444,-24.55136667
+09/09/2015,0,,,0,0,-36.48,-50.39,-291.23,,12.9,13.25,0,0,-5.989444444,-24.55136667
+10/09/2015,0,,,0,0.2,-36.48,-50.39,-291.24,,12.7,13.95,0,0,-5.989444444,-24.55136667
+11/09/2015,0,,,0,0,-36.49,-50.4,-291.22,,14.5,14.4,0,0,-5.989444444,-24.55136667
+12/09/2015,0,,,0,0,-36.49,-50.4,-291.21,,15.25,14.8,0,0,-5.989444444,-24.55136667
+13/09/2015,0,,,0,0,-36.48,-50.4,-291.27,,15.85,14.55,0,0,-5.689972222,-23.32379833
+14/09/2015,8.8,,,24.6,30.8,-36.48,-50.4,-291.32,,18.5,18,0,0,-5.989444444,-24.55136667
+15/09/2015,3,,,2.6,4.4,-36.48,-50.4,-291.32,,18.65,16.8,0,0,-5.989444444,-24.55136667
+16/09/2015,0.4,,,4.8,4.2,-36.48,-50.4,-291.35,,20.15,19.35,0,0,-5.989444444,-24.55136667
+17/09/2015,0,,,0,0.2,-36.49,-50.4,-291.36,,21.9,21.45,0,0,-5.989444444,-24.55136667
+18/09/2015,0,,,0,0,-36.49,-50.41,-291.36,,17.95,18.75,0,0,-5.989444444,-24.55136667
+19/09/2015,0,,,0.2,0.2,-36.49,-50.41,-291.37,,16.1,16.9,0,0,-5.989444444,-24.55136667
+20/09/2015,0,,,0.2,0,-36.49,-50.41,-291.43,,14.85,15.15,0,0,-5.689972222,-23.32379833
+21/09/2015,0,,,4.6,0.8,-36.5,-50.41,-291.45,,14.3,14.25,0,0,-5.989444444,-24.55136667
+22/09/2015,0,,,0.2,0.4,-36.5,-50.41,-291.48,,14.35,14.5,0,0,-5.989444444,-24.55136667
+23/09/2015,0,,,0,0,-36.49,-50.41,-291.53,,12.85,11.95,0,0,-5.989444444,-24.55136667
+24/09/2015,4,,,4.4,3.2,-36.5,-50.41,-291.52,,11.45,10.6,0,0,-5.989444444,-24.55136667
+25/09/2015,0.4,,,0.4,1.2,-36.5,-50.41,-291.51,,12.7,12.25,0,0,-5.989444444,-24.55136667
+26/09/2015,0,,,0,0.2,-36.5,-50.41,-291.5,,13.75,12.7,0,0,-5.989444444,-24.55136667
+27/09/2015,0,,,0.2,0.2,-36.51,-50.42,-291.51,,13.3,12.35,0,0,-5.689972222,-23.32379833
+28/09/2015,0,,,0,0,-36.51,-50.42,-291.52,,12.4,11,0,0,-5.989444444,-24.55136667
+29/09/2015,0,,,0,0.2,-36.51,-50.42,-291.53,,11.35,11.25,0,0,-5.989444444,-24.55136667
+30/09/2015,0,,,0,0,-36.52,-50.42,-291.57,,10.4,11.25,0,0,-5.989444444,-24.55136667
+01/10/2015,1.6,,,7.2,5.8,-36.51,-50.42,-291.61,,11.45,9.3,-0.338419355,-2.923354839,-5.622494624,-23.65354839
+02/10/2015,12.8,,,48.6,39,-36.51,-50.42,-291.63,,14.65,12.35,-0.338419355,-2.923354839,-5.622494624,-23.65354839
+03/10/2015,5.2,,,4.4,12,-36.52,-50.43,-291.64,,12.85,11.7,-0.338419355,-2.923354839,-5.622494624,-23.65354839
+04/10/2015,1,,,1,2.2,-36.52,-50.43,-291.66,,15.3,13.55,-0.321498387,-2.777187097,-5.341369892,-22.47087097
+05/10/2015,0,,,6,0.4,-36.52,-50.43,-291.72,,17.3,16.5,-0.338419355,-2.923354839,-5.622494624,-23.65354839
+06/10/2015,0,,,2.4,0.4,-36.52,-50.42,-291.78,,15.2,14.7,-0.338419355,-2.923354839,-5.622494624,-23.65354839
+07/10/2015,4.8,,,6,6.4,-36.52,-50.43,-291.83,,14.5,14.3,-0.338419355,-2.923354839,-5.622494624,-23.65354839
+08/10/2015,0,,,0.2,0.4,-36.52,-50.43,-291.81,,13.6,13.75,-0.338419355,-2.923354839,-5.622494624,-23.65354839
+09/10/2015,0,,,0.2,0.2,-36.52,-50.43,-291.82,,12.6,12.15,-0.338419355,-2.923354839,-5.622494624,-23.65354839
+10/10/2015,10.2,,,17.4,20.2,-36.51,-50.42,-291.94,,11.25,10,-0.338419355,-2.923354839,-5.622494624,-23.65354839
+11/10/2015,22.8,,,68,67.6,-36.51,-50.42,-291.94,,10.8,10.45,-0.321498387,-2.777187097,-5.341369892,-22.47087097
+12/10/2015,0,,,0.2,0.4,-36.52,-50.43,-291.88,,11.95,11.6,-0.338419355,-2.923354839,-5.622494624,-23.65354839
+13/10/2015,0.8,,,2,2.2,-36.52,-50.43,-291.91,,14.85,13.25,-0.338419355,-2.923354839,-5.622494624,-23.65354839
+14/10/2015,15,,,28,41.2,-36.51,-50.42,-291.98,,13.8,12.85,-0.338419355,-2.923354839,-5.622494624,-23.65354839
+15/10/2015,8.4,,,7.8,9.4,-36.52,-50.43,-292,,10.65,10.2,-0.338419355,-2.923354839,-5.622494624,-23.65354839
+16/10/2015,0,,,0,0.2,-36.53,-50.43,-291.98,,8.65,8.25,-0.338419355,-2.923354839,-5.622494624,-23.65354839
+17/10/2015,0,,,0.4,0,-36.53,-50.44,-291.98,,8.55,7.85,-0.338419355,-2.923354839,-5.622494624,-23.65354839
+18/10/2015,0,,,0.2,0,-36.54,-50.44,-292.01,,10.55,8.75,-0.321498387,-2.777187097,-5.341369892,-22.47087097
+19/10/2015,0,,,0.2,0.2,-36.54,-50.44,-292.06,,12.45,12.1,-0.338419355,-2.923354839,-5.622494624,-23.65354839
+20/10/2015,0,,,0.2,0.2,-36.54,-50.44,-292.08,,9.7,8.2,-0.338419355,-2.923354839,-5.622494624,-23.65354839
+21/10/2015,0,,,0,0,-36.54,-50.45,-292.12,,8.1,7.45,-0.338419355,-2.923354839,-5.622494624,-23.65354839
+22/10/2015,0,,,0,0,-36.54,-50.45,-292.17,,6.3,6.65,-0.338419355,-2.923354839,-5.622494624,-23.65354839
+23/10/2015,0,,,0,0,-36.55,-50.45,-292.13,,9.3,8.4,-0.338419355,-2.923354839,-5.622494624,-23.65354839
+24/10/2015,0,,,0,0,-36.56,-50.46,-292.11,,11.5,11.95,-0.338419355,-2.923354839,-5.622494624,-23.65354839
+25/10/2015,0,,,0,0,-36.56,-50.46,-292.12,,10.55,10.75,-0.321498387,-2.777187097,-5.341369892,-22.47087097
+26/10/2015,0,,,0,0,-36.56,-50.46,-292.17,,10,10.5,-0.338419355,-2.923354839,-5.622494624,-23.65354839
+27/10/2015,0,,,0,0,-36.56,-50.46,-292.21,,10.5,10.05,-0.338419355,-2.923354839,-5.622494624,-23.65354839
+28/10/2015,3.6,,,15.4,13.6,-36.56,-50.46,-292.27,,11.8,11.5,-0.338419355,-2.923354839,-5.622494624,-23.65354839
+29/10/2015,14.4,,,22,16.2,-36.56,-50.46,-292.31,,9.25,9.1,-0.338419355,-2.923354839,-5.622494624,-23.65354839
+30/10/2015,6,,,7,0.4,-36.56,-50.47,-292.35,,10.9,10.05,-0.338419355,-2.923354839,-5.622494624,-23.65354839
+31/10/2015,0,,,0,0,-36.57,-50.47,-292.38,,10.6,9.35,-0.338419355,-2.923354839,-5.622494624,-23.65354839
+01/11/2015,0,,,0,0.4,-36.58,-50.48,-292.42,,9.6,8.15,-0.339728736,-2.890041954,-5.422520833,-23.03539944
+02/11/2015,0,,,0.2,0.2,-36.58,-50.48,-292.46,,9,8.85,-0.357609195,-3.042149425,-5.707916667,-24.24778889
+03/11/2015,0,,,0,0,-36.59,-50.48,-292.49,,10.45,10.5,-0.357609195,-3.042149425,-5.707916667,-24.24778889
+04/11/2015,0,,,0.2,0.2,-36.59,-50.48,-292.52,,12.85,11.55,-0.357609195,-3.042149425,-5.707916667,-24.24778889
+05/11/2015,0,,,0,0.2,-36.59,-50.49,-292.54,,12.75,10.8,-0.357609195,-3.042149425,-5.707916667,-24.24778889
+06/11/2015,0,,,0.4,0.2,-36.59,-50.49,-292.58,,10.3,11,-0.357609195,-3.042149425,-5.707916667,-24.24778889
+07/11/2015,0,,,0,0,-36.6,-50.49,-292.61,,12.05,12.65,-0.357609195,-3.042149425,-5.707916667,-24.24778889
+08/11/2015,0,,,0,0,-36.6,-50.5,-292.65,,14.9,14.95,-0.339728736,-2.890041954,-5.422520833,-23.03539944
+09/11/2015,0,,,0,0,-36.6,-50.5,-292.68,,13.1,12.05,-0.357609195,-3.042149425,-5.707916667,-24.24778889
+10/11/2015,0,,,0.2,0,-36.6,-50.5,-292.71,,12.4,11.3,-0.357609195,-3.042149425,-5.707916667,-24.24778889
+11/11/2015,0,,,0,0,-36.61,-50.5,-292.74,,11.45,9.7,-0.357609195,-3.042149425,-5.707916667,-24.24778889
+12/11/2015,0,,,0,0,-36.61,-50.5,-292.77,,9.2,8.7,-0.357609195,-3.042149425,-5.707916667,-24.24778889
+13/11/2015,0,,,0.2,0,-36.61,-50.51,-292.81,,8.9,7.7,-0.357609195,-3.042149425,-5.707916667,-24.24778889
+14/11/2015,0,,,0,0,-36.61,-50.51,-292.83,,11.05,9.4,-0.357609195,-3.042149425,-5.707916667,-24.24778889
+15/11/2015,0,,,0.2,0,-36.61,-50.51,-292.86,,9.1,8.4,-0.339728736,-2.890041954,-5.422520833,-23.03539944
+16/11/2015,0,,,0.2,0,-36.62,-50.51,-292.88,,9.8,9.45,-0.357609195,-3.042149425,-5.707916667,-24.24778889
+17/11/2015,0,,,0,0,-36.62,-50.51,-292.91,,8.5,7.1,-0.357609195,-3.042149425,-5.707916667,-24.24778889
+18/11/2015,0,,,0,0,-36.62,-50.52,-292.93,,9.15,8.5,-0.357609195,-3.042149425,-5.707916667,-24.24778889
+19/11/2015,0,,,0.4,0,-36.63,-50.52,-292.96,,7.95,7.15,-0.357609195,-3.042149425,-5.707916667,-24.24778889
+20/11/2015,0,,,0,0,-36.62,-50.52,-292.99,,10.65,9,-0.357609195,-3.042149425,-5.707916667,-24.24778889
+21/11/2015,1.6,,,1.6,1.6,-36.61,-50.5,-292.99,,8.55,7.95,-0.357609195,-3.042149425,-5.707916667,-24.24778889
+22/11/2015,42.4,,,31.4,24.4,-36.62,-50.51,-292.97,,3.35,2.9,-0.339728736,-2.890041954,-5.422520833,-23.03539944
+23/11/2015,1.4,,,10,7.6,-36.63,-50.52,-293.01,,3.55,2.3,-0.357609195,-3.042149425,-5.707916667,-24.24778889
+24/11/2015,9.6,,,2.6,6.6,-36.63,-50.52,-293.04,,3.85,2.55,-0.357609195,-3.042149425,-5.707916667,-24.24778889
+25/11/2015,0,,,0,0,-36.63,-50.52,-293.07,,2.35,2.1,-0.357609195,-3.042149425,-5.707916667,-24.24778889
+26/11/2015,5.4,,,4.8,5.8,-36.62,-50.52,-293.06,,1.75,0.15,-0.357609195,-3.042149425,-5.707916667,-24.24778889
+27/11/2015,0,,,0,0,-36.63,-50.52,-293.07,,1.1,1.55,-0.357609195,-3.042149425,-5.707916667,-24.24778889
+28/11/2015,0,,,0,0,,,-293.11,,2.2,2.85,-0.357609195,-3.042149425,-5.707916667,-24.24778889
+29/11/2015,0,,,0,0.2,,,-293.15,,6.25,3.45,-0.339728736,-2.890041954,-5.422520833,-23.03539944
+30/11/2015,0,,,0,0,-36.66,-50.55,-293.2,,5.75,4.9,-0.357609195,-3.042149425,-5.707916667,-24.24778889
+01/12/2015,0,,,0,0,-36.67,-50.56,-293.23,,6.65,5.3,-0.346878252,-2.895993757,-5.387150538,-23.21309053
+02/12/2015,0,,,0,0,-36.67,-50.56,-293.27,,7.35,5.95,-0.346878252,-2.895993757,-5.387150538,-23.21309053
+03/12/2015,0,,,0,0,-36.68,-50.57,-293.31,,5.05,3.8,-0.346878252,-2.895993757,-5.387150538,-23.21309053
+04/12/2015,0,,,0,0,-36.69,-50.57,-293.35,,7.15,4.2,-0.346878252,-2.895993757,-5.387150538,-23.21309053
+05/12/2015,0,,,0,0,-36.69,-50.57,-293.38,,7.4,5.3,-0.346878252,-2.895993757,-5.387150538,-23.21309053
+06/12/2015,0,,,0,0,-36.69,-50.58,-293.42,,5.6,5.2,-0.329534339,-2.751194069,-5.117793011,-22.052436
+07/12/2015,0,,,0,0,-36.7,-50.58,-293.46,,8,6.5,-0.346878252,-2.895993757,-5.387150538,-23.21309053
+08/12/2015,0.2,,,0.4,1,-36.7,-50.58,-293.5,,7,6.3,-0.346878252,-2.895993757,-5.387150538,-23.21309053
+09/12/2015,0,,,1.6,1,-36.7,-50.58,-293.52,,6.65,5.4,-0.346878252,-2.895993757,-5.387150538,-23.21309053
+10/12/2015,0,,,0,0,-36.71,-50.59,-293.55,,5.45,4.2,-0.346878252,-2.895993757,-5.387150538,-23.21309053
+11/12/2015,0,,,0,0,-36.71,-50.59,-293.59,,4.5,5.9,-0.346878252,-2.895993757,-5.387150538,-23.21309053
+12/12/2015,0,,,0,0,-36.71,-50.59,-293.62,,5.3,4.9,-0.346878252,-2.895993757,-5.387150538,-23.21309053
+13/12/2015,0,,,0,0,-36.71,-50.59,-293.65,,3.95,4.2,-0.329534339,-2.751194069,-5.117793011,-22.052436
+14/12/2015,0,,,0,0,-36.71,-50.59,-293.67,,5.5,4.45,-0.346878252,-2.895993757,-5.387150538,-23.21309053
+15/12/2015,0,,,0,0,-36.72,-50.6,-293.71,,6.05,4.7,-0.346878252,-2.895993757,-5.387150538,-23.21309053
+16/12/2015,0.2,,,0,0,-36.72,-50.6,-293.74,,5.9,6.3,-0.346878252,-2.895993757,-5.387150538,-23.21309053
+17/12/2015,0,,,0,0,-36.72,-50.6,-293.78,,6.3,6.6,-0.346878252,-2.895993757,-5.387150538,-23.21309053
+18/12/2015,0,,,0,0,-36.73,-50.61,-293.8,,6.2,6.05,-0.346878252,-2.895993757,-5.387150538,-23.21309053
+19/12/2015,1,,,0.2,0.4,-36.73,-50.61,-293.84,,7.4,5.7,-0.346878252,-2.895993757,-5.387150538,-23.21309053
+20/12/2015,0,,,0.2,0,-36.73,-50.61,-293.87,,7.2,7,-0.329534339,-2.751194069,-5.117793011,-22.052436
+21/12/2015,0,,,0,0,-36.74,-50.62,-293.91,,6.05,5.65,-0.346878252,-2.895993757,-5.387150538,-23.21309053
+22/12/2015,0.2,,,0,0,-36.75,-50.62,-293.94,,6.8,6.3,-0.346878252,-2.895993757,-5.387150538,-23.21309053
+23/12/2015,0.2,,,0.2,0,-36.75,-50.63,-293.98,,6.45,6.2,-0.346878252,-2.895993757,-5.387150538,-23.21309053
+24/12/2015,0,,,0,0,-36.75,-50.63,-294.01,,6.1,4.85,-0.346878252,-2.895993757,-5.387150538,-23.21309053
+25/12/2015,0.4,,,1.2,0.2,-36.76,-50.63,-294.05,,6.35,5.3,-0.346878252,-2.895993757,-5.387150538,-23.21309053
+26/12/2015,0,,,0.2,0,-36.76,-50.64,-294.09,,6.4,6.9,-0.346878252,-2.895993757,-5.387150538,-23.21309053
+27/12/2015,0,,,0,0,-36.77,-50.64,-294.11,,6.05,7.05,-0.329534339,-2.751194069,-5.117793011,-22.052436
+28/12/2015,0,,,0,0,-36.77,-50.64,-294.15,,5.6,7.7,-0.346878252,-2.895993757,-5.387150538,-23.21309053
+29/12/2015,0,,,0,0,-36.77,-50.64,-294.18,,4.65,4.35,-0.346878252,-2.895993757,-5.387150538,-23.21309053
+30/12/2015,0,,,0,0,-36.77,-50.65,-294.21,,3.9,4.3,-0.346878252,-2.895993757,-5.387150538,-23.21309053
+31/12/2015,0,,0,0,0,-36.77,-50.65,-294.23,,2.55,1.65,-0.346878252,-2.895993757,-5.387150538,-23.21309053
+01/01/2016,0,,0,0,0,-36.78,-50.65,-294.26,,4.45,3.3,-0.327773153,-2.872341311,-5.035053763,-21.50494277
+02/01/2016,0.2,,0.6,0.8,0.8,-36.77,-50.65,-294.29,,7.05,5.7,-0.327773153,-2.872341311,-5.035053763,-21.50494277
+03/01/2016,20.2,,44.8,54.2,40.8,-36.76,-50.64,-294.29,,5.85,4.95,-0.311384495,-2.728724246,-4.783301075,-20.42969563
+04/01/2016,1.6,,3,7.8,3.6,-36.76,-50.64,-294.3,,5.75,4.65,-0.327773153,-2.872341311,-5.035053763,-21.50494277
+05/01/2016,2.4,,2.6,6.6,2.6,-36.77,-50.64,-294.31,,5.3,5.4,-0.327773153,-2.872341311,-5.035053763,-21.50494277
+06/01/2016,13.8,,1.2,8.6,7.2,-36.77,-50.65,-294.33,,3.6,3.3,-0.327773153,-2.872341311,-5.035053763,-21.50494277
+07/01/2016,12,,9.2,9.4,9.2,-36.77,-50.65,-294.35,,5.95,4.85,-0.327773153,-2.872341311,-5.035053763,-21.50494277
+08/01/2016,0.2,,0.6,1.4,0,-36.78,-50.66,-294.37,,8.65,8.05,-0.327773153,-2.872341311,-5.035053763,-21.50494277
+09/01/2016,0,,0.6,2,1.6,-36.79,-50.66,-294.4,,9.65,8.65,-0.327773153,-2.872341311,-5.035053763,-21.50494277
+10/01/2016,1.4,,6.4,12,10,-36.79,-50.67,-294.43,,8.85,8.05,-0.311384495,-2.728724246,-4.783301075,-20.42969563
+11/01/2016,0.6,,3.2,6.6,6.4,-36.79,-50.67,-294.46,,8.2,7.4,-0.327773153,-2.872341311,-5.035053763,-21.50494277
+12/01/2016,11.2,,10.8,14,14,-36.79,-50.67,-294.48,,6.45,5.75,-0.327773153,-2.872341311,-5.035053763,-21.50494277
+13/01/2016,1,,0.4,3.4,1.4,-36.8,-50.68,-294.5,,4,2.9,-0.327773153,-2.872341311,-5.035053763,-21.50494277
+14/01/2016,0,,0,0,0,-36.8,-50.68,-294.54,,2.8,2.5,-0.327773153,-2.872341311,-5.035053763,-21.50494277
+15/01/2016,40,,53.4,67.8,38.2,-36.79,-50.67,-294.56,,1.85,2.05,-0.327773153,-2.872341311,-5.035053763,-21.50494277
+16/01/2016,0,,0,0,0,-36.79,-50.67,-294.58,,0.15,0.25,-0.327773153,-2.872341311,-5.035053763,-21.50494277
+17/01/2016,0,,0,0,0,-36.8,-50.68,-294.6,,-2.5,-1.35,-0.311384495,-2.728724246,-4.783301075,-20.42969563
+18/01/2016,0,,0,0,0,-36.81,-50.68,-294.64,,-2.45,-2.65,-0.327773153,-2.872341311,-5.035053763,-21.50494277
+19/01/2016,0,,0,0,0,-36.81,-50.69,-294.67,,-1.05,-1.6,-0.327773153,-2.872341311,-5.035053763,-21.50494277
+20/01/2016,0,,0,0,0,-36.82,-50.69,-294.7,,-0.85,-1.45,-0.327773153,-2.872341311,-5.035053763,-21.50494277
+21/01/2016,0.6,,1.4,2.4,1.2,-36.83,-50.7,-294.72,,1.65,1.1,-0.327773153,-2.872341311,-5.035053763,-21.50494277
+22/01/2016,0,,0,0,0,-36.84,-50.71,-294.77,,1.35,0.85,-0.327773153,-2.872341311,-5.035053763,-21.50494277
+23/01/2016,0,,0,0,0.4,-36.85,-50.72,-294.82,,2.2,1.35,-0.327773153,-2.872341311,-5.035053763,-21.50494277
+24/01/2016,0,,0,0,0,-36.86,-50.72,-294.86,,4.75,4.35,-0.311384495,-2.728724246,-4.783301075,-20.42969563
+25/01/2016,0,,0,0,0,-36.86,-50.73,-294.9,2.7,4.35,3.5,-0.327773153,-2.872341311,-5.035053763,-21.50494277
+26/01/2016,0,0,0,0,0,-36.87,-50.73,-294.94,7.05,7.6,4.65,-0.327773153,-2.872341311,-5.035053763,-21.50494277
+27/01/2016,0,0,0.2,0,0,-36.87,-50.74,-294.98,7.55,8.1,6.7,-0.327773153,-2.872341311,-5.035053763,-21.50494277
+28/01/2016,0,0,0,0,0,-36.88,-50.74,-295.02,6.85,5.8,5.55,-0.327773153,-2.872341311,-5.035053763,-21.50494277
+29/01/2016,0,0,0,0,0,-36.88,-50.74,-295.06,6.75,7.8,5.05,-0.327773153,-2.872341311,-5.035053763,-21.50494277
+30/01/2016,0,0,0,0,0,-36.89,-50.75,-295.09,6.35,5.95,4.6,-0.327773153,-2.872341311,-5.035053763,-21.50494277
+31/01/2016,0,0,0,0,0,-36.89,-50.75,-295.12,8.5,7.95,6.95,-0.311384495,-2.728724246,-4.783301075,-20.42969563
+01/02/2016,0,0,0,0.2,0,-36.89,-50.75,-295.15,9.25,8.6,8.05,-0.348571429,-3.001194581,0,-24.64413793
+02/02/2016,0,0,0.2,0.2,0,-36.9,-50.76,-295.19,7.5,7.05,6,-0.348571429,-3.001194581,0,-24.64413793
+03/02/2016,0,0.8,2.4,1.2,0.6,-36.9,-50.75,-295.22,5.5,5.4,5.25,-0.348571429,-3.001194581,0,-24.64413793
+04/02/2016,0,5,3.2,6.4,0,-36.9,-50.76,-295.24,2.8,2.7,2.5,-0.348571429,-3.001194581,0,-24.64413793
+05/02/2016,0,2.8,0,0,1,-36.91,-50.76,-295.28,5.4,4.85,4.45,-0.348571429,-3.001194581,0,-24.64413793
+06/02/2016,0,0,0,0,0,-36.91,-50.77,-295.32,6.05,3.7,4,-0.348571429,-3.001194581,0,-24.64413793
+07/02/2016,0,1,0,1.2,0.6,-36.91,-50.77,-295.35,5.6,5.8,5.05,-0.331142857,-2.851134852,0,-23.41193103
+08/02/2016,0,16.2,28.2,19.2,19.4,,-50.77,-295.37,6.55,6.8,5.4,-0.348571429,-3.001194581,0,-24.64413793
+09/02/2016,0,0,0,0,0,-36.91,-50.77,-295.41,6.55,6.95,5.45,-0.348571429,-3.001194581,0,-24.64413793
+10/02/2016,24.8,44.7,41.2,49,31.4,-36.9,-50.76,-295.42,5,5.2,4.4,-0.348571429,-3.001194581,0,-24.64413793
+11/02/2016,4.4,20.5,8,10,6.4,-36.9,-50.76,-295.44,3.35,4.1,3.4,-0.348571429,-3.001194581,0,-24.64413793
+12/02/2016,0,0,0,0,2.8,-36.9,-50.76,-295.46,6.9,7.25,5.25,-0.348571429,-3.001194581,0,-24.64413793
+13/02/2016,6.4,15.5,11.2,16.8,10.6,-36.9,-50.76,-295.47,7.3,7.6,6.7,-0.348571429,-3.001194581,0,-24.64413793
+14/02/2016,8.2,8.2,12.4,11,7.8,-36.9,-50.76,-295.49,8.15,8.85,7.3,-0.331142857,-2.851134852,0,-23.41193103
+15/02/2016,12.8,12,17.2,15.4,15.2,-36.9,-50.77,-295.49,5.45,5.45,4.55,-0.348571429,-3.001194581,0,-24.64413793
+16/02/2016,51.4,61.7,51.2,75.8,58.8,-36.88,-50.75,-295.52,7.15,8.25,6.6,-0.348571429,-3.001194581,0,-24.64413793
+17/02/2016,15.2,13.2,11.4,13.8,24,-36.87,-50.75,-295.55,5.55,5.65,5.05,-0.348571429,-3.001194581,0,-24.64413793
+18/02/2016,19.4,14.8,19.8,18.2,20.2,-36.87,-50.74,-295.58,4.85,4.9,5.1,-0.348571429,-3.001194581,0,-24.64413793
+19/02/2016,0,0,0,0,0,-36.88,-50.75,-295.59,5.2,4.05,3.8,-0.348571429,-3.001194581,0,-24.64413793
+20/02/2016,0.6,2.3,0.2,1.6,0.2,-36.89,-50.76,-295.6,4.1,5,4.1,-0.348571429,-3.001194581,0,-24.64413793
+21/02/2016,0,0,0,0,0,-36.9,-50.77,-295.63,6.65,6.2,5.5,-0.331142857,-2.851134852,0,-23.41193103
+22/02/2016,0,0,0,0,0,-36.91,-50.78,-295.66,8.6,7.75,8.6,-0.348571429,-3.001194581,0,-24.64413793
+23/02/2016,1.4,2.4,3,3.2,2.2,-36.92,-50.78,-295.68,8,8.2,7.3,-0.348571429,-3.001194581,0,-24.64413793
+24/02/2016,0.4,0.2,0.2,0.6,0,-36.93,-50.79,-295.66,7.35,7.05,6.45,-0.348571429,-3.001194581,0,-24.64413793
+25/02/2016,0,0,0,0,0,-36.93,-50.79,-295.68,7.05,6.45,5.5,-0.348571429,-3.001194581,0,-24.64413793
+26/02/2016,3.4,11.2,10,12.4,11,-36.94,-50.8,-295.68,5.7,5.95,5.45,-0.348571429,-3.001194581,0,-24.64413793
+27/02/2016,23,56.8,45.4,55,10.4,-36.93,-50.79,-295.7,5,5.65,4.65,-0.348571429,-3.001194581,0,-24.64413793
+28/02/2016,45.8,47.6,49.2,52.8,59.2,-36.88,-50.76,-295.71,6.35,7.1,5.5,-0.331142857,-2.851134852,0,-23.41193103
+29/02/2016,40.6,55.2,39.6,70.2,47.4,-36.82,-50.71,-295.67,5,5.4,4.4,-0.348571429,-3.001194581,0,-24.64413793
+01/03/2016,14,11,13.6,14.4,0.4,-36.79,-50.69,-295.66,6.5,5.5,5.25,-0.338895782,-2.858858561,-5.151645161,-21.64075963
+02/03/2016,1,0,1,0,10,-36.79,-50.69,-295.68,7.7,6.3,5.45,-0.338895782,-2.858858561,-5.151645161,-21.64075963
+03/03/2016,4,4.8,4.2,6.8,30.6,-36.8,-50.69,-295.65,3.25,3.3,2.6,-0.338895782,-2.858858561,-5.151645161,-21.64075963
+04/03/2016,0,1.6,0,0,5.2,-36.82,-50.71,-295.58,4.5,3.45,3.9,-0.338895782,-2.858858561,-5.151645161,-21.64075963
+05/03/2016,0,0,0,0,0.2,-36.84,-50.72,-295.59,4.45,4.05,4.15,-0.338895782,-2.858858561,-5.151645161,-21.64075963
+06/03/2016,27.2,24.1,16,29.6,20,-36.85,-50.73,-295.56,3.85,3.25,2.45,-0.321950993,-2.715915633,-4.894062903,-20.55872164
+07/03/2016,6,7.4,9.8,7.2,0,-36.86,-50.74,-295.54,3.45,2.3,2.35,-0.338895782,-2.858858561,-5.151645161,-21.64075963
+08/03/2016,0.8,0.4,0.8,0.2,0,-36.87,-50.75,-295.51,2.6,1.6,1.45,-0.338895782,-2.858858561,-5.151645161,-21.64075963
+09/03/2016,11.2,5.6,7.8,15.8,17.2,-36.88,-50.75,-295.51,1.35,2.4,1.25,-0.338895782,-2.858858561,-5.151645161,-21.64075963
+10/03/2016,2.8,18.8,0.6,6.6,25.2,-36.89,-50.76,-295.49,3.9,5.15,3.45,-0.338895782,-2.858858561,-5.151645161,-21.64075963
+11/03/2016,1.2,1.4,0,1,10.6,-36.9,-50.77,-295.48,5.35,6.2,4.7,-0.338895782,-2.858858561,-5.151645161,-21.64075963
+12/03/2016,0,0,0,0,0.2,-36.91,-50.78,-295.48,5,5.55,4.35,-0.338895782,-2.858858561,-5.151645161,-21.64075963
+13/03/2016,0,0,0,0,0,-36.92,-50.79,-295.46,4.75,6.15,3.85,-0.321950993,-2.715915633,-4.894062903,-20.55872164
+14/03/2016,0,0,0,0,0,-36.93,-50.79,-295.44,4.1,4.2,2.95,-0.338895782,-2.858858561,-5.151645161,-21.64075963
+15/03/2016,0,0,0,0,0,-36.94,-50.8,-295.46,4.4,3.45,2.95,-0.338895782,-2.858858561,-5.151645161,-21.64075963
+16/03/2016,0,0,0,0,0,-36.95,-50.8,-295.47,5.05,3.5,3.2,-0.338895782,-2.858858561,-5.151645161,-21.64075963
+17/03/2016,3.2,4.4,4.4,4.4,5.4,-36.96,-50.81,-295.44,5.6,6.2,4.85,-0.338895782,-2.858858561,-5.151645161,-21.64075963
+18/03/2016,0,0,0,0,0,-36.96,-50.81,-295.49,8.2,6.75,6.75,-0.338895782,-2.858858561,-5.151645161,-21.64075963
+19/03/2016,0,0.4,0,0,0,-36.97,-50.82,-295.49,8.3,7.05,5.85,-0.338895782,-2.858858561,-5.151645161,-21.64075963
+20/03/2016,0,0,0,0,0,-36.97,-50.83,-295.5,7.65,5.5,5.6,-0.321950993,-2.715915633,-4.894062903,-20.55872164
+21/03/2016,0.2,0,0,0,0,-36.98,-50.83,-295.55,10.55,10.35,8.95,-0.338895782,-2.858858561,-5.151645161,-21.64075963
+22/03/2016,0,0,0,0,0,-36.97,-50.83,-295.64,9.85,10.1,8.2,-0.338895782,-2.858858561,-5.151645161,-21.64075963
+23/03/2016,16,22.4,20.6,30,12.6,-36.97,-50.82,-295.72,3.8,5.55,3.5,-0.338895782,-2.858858561,-5.151645161,-21.64075963
+24/03/2016,3,1.2,2,1.2,4.6,-36.98,-50.83,-295.61,5.4,5.25,4.25,-0.338895782,-2.858858561,-5.151645161,-21.64075963
+25/03/2016,0,0,0,0,0.4,-36.99,-50.84,-295.51,7.2,5.4,5.2,-0.338895782,-2.858858561,-5.151645161,-21.64075963
+26/03/2016,0,0,0,0,0,-36.99,-50.84,-295.52,7.35,7,6.35,-0.338895782,-2.858858561,-5.151645161,-21.64075963
+27/03/2016,0,0,0,0,0,-37,-50.85,-295.53,9.5,8.05,7.35,-0.321950993,-2.715915633,-4.894062903,-20.55872164
+28/03/2016,0.2,2.8,3.6,5.4,1.8,-37.01,-50.85,-295.57,8.15,7.75,6.6,-0.338895782,-2.858858561,-5.151645161,-21.64075963
+29/03/2016,0,2.2,1.2,3,1.2,-37.02,-50.86,-295.57,10.25,10.75,8.65,-0.338895782,-2.858858561,-5.151645161,-21.64075963
+30/03/2016,0,0,0,0,0,-37.02,-50.87,-295.55,11.45,11,9.95,-0.338895782,-2.858858561,-5.151645161,-21.64075963
+31/03/2016,0,0,0,0,0,-37.03,-50.87,-295.59,13.7,13.25,12.55,-0.338895782,-2.858858561,-5.151645161,-21.64075963
+01/04/2016,0,0,0,0,0,-37.03,-50.87,-295.64,14.45,12.95,12.35,-0.359876543,-2.960901235,-5.404655556,-21.63775556
+02/04/2016,0,0,0,0,0,-37.03,-50.88,-295.65,16.25,14.65,14.2,-0.359876543,-2.960901235,-5.404655556,-21.63775556
+03/04/2016,0,0,0,0,0,-37.04,-50.88,-295.65,14.9,13.05,12.85,-0.341882716,-2.812856173,-5.134422778,-20.55586778
+04/04/2016,0,0,0,0,0,-37.04,-50.88,-295.69,14.9,13.75,13.8,-0.359876543,-2.960901235,-5.404655556,-21.63775556
+05/04/2016,0,0,0,0,0,-37.04,-50.88,-295.73,16.25,13.35,14,-0.359876543,-2.960901235,-5.404655556,-21.63775556
+06/04/2016,0,0,0,0,0,-37.05,-50.88,-295.77,17.15,14.6,14.4,-0.359876543,-2.960901235,-5.404655556,-21.63775556
+07/04/2016,0,0.4,0,0.2,0,-37.05,-50.88,-295.8,17.15,14.95,14.4,-0.359876543,-2.960901235,-5.404655556,-21.63775556
+08/04/2016,1.2,0.4,0.6,0.6,2.2,-37.05,-50.88,-295.86,11.15,9.95,9.65,-0.359876543,-2.960901235,-5.404655556,-21.63775556
+09/04/2016,2.8,3.6,4.2,4,6,-37.05,-50.89,-295.88,8.5,7.45,6.35,-0.359876543,-2.960901235,-5.404655556,-21.63775556
+10/04/2016,0,0,0,0,0,-37.06,-50.89,-295.84,9.25,9.35,7.35,-0.341882716,-2.812856173,-5.134422778,-20.55586778
+11/04/2016,0,0,0,0,0,-37.06,-50.9,-295.81,11.85,9.3,9.05,-0.359876543,-2.960901235,-5.404655556,-21.63775556
+12/04/2016,0,0,0,0,0,-37.07,-50.9,-295.82,13.25,12.35,12.45,-0.359876543,-2.960901235,-5.404655556,-21.63775556
+13/04/2016,0,0,0,0,0,-37.07,-50.9,-295.86,14.5,12.55,12.55,-0.359876543,-2.960901235,-5.404655556,-21.63775556
+14/04/2016,0,0,0,0,0,-37.07,-50.91,-295.89,12.05,11,10.45,-0.359876543,-2.960901235,-5.404655556,-21.63775556
+15/04/2016,0,0,0,0,0,-37.08,-50.91,-295.88,12.8,11.65,10.4,-0.359876543,-2.960901235,-5.404655556,-21.63775556
+16/04/2016,0,0,0,0,0,-37.08,-50.91,-295.9,12.35,11.75,11.75,-0.359876543,-2.960901235,-5.404655556,-21.63775556
+17/04/2016,0,0,0,0,0,-37.09,-50.92,-295.93,14.65,13.45,13,-0.341882716,-2.812856173,-5.134422778,-20.55586778
+18/04/2016,0,0,0,0,0,-37.09,-50.92,-295.95,12.9,11.55,11.2,-0.359876543,-2.960901235,-5.404655556,-21.63775556
+19/04/2016,0,0,0,0,0,-37.1,-50.93,-295.98,9.95,10.45,9.05,-0.359876543,-2.960901235,-5.404655556,-21.63775556
+20/04/2016,0,0,0,0,0,-37.11,-50.93,-295.96,12.5,11.1,11.55,-0.359876543,-2.960901235,-5.404655556,-21.63775556
+21/04/2016,0,0,0,0,0,-37.11,-50.94,-295.97,12.75,10.85,10.85,-0.359876543,-2.960901235,-5.404655556,-21.63775556
+22/04/2016,0,0.8,0.4,0.8,1,-37.11,-50.94,-296.04,11.75,10.9,10.2,-0.359876543,-2.960901235,-5.404655556,-21.63775556
+23/04/2016,12.8,11.6,17.2,14,15,-37.1,-50.93,-296.15,11.1,10.95,9.6,-0.359876543,-2.960901235,-5.404655556,-21.63775556
+24/04/2016,11.8,25.3,12.8,26.4,20,-37.1,-50.93,-296.22,8.2,8.35,7,-0.341882716,-2.812856173,-5.134422778,-20.55586778
+25/04/2016,31.6,20.6,26.2,20.2,22.6,-37.1,-50.93,-296.2,3.15,4.1,3.45,-0.359876543,-2.960901235,-5.404655556,-21.63775556
+26/04/2016,0.2,1.4,1.2,1,4.6,-37.11,-50.93,-296.17,8.15,6.15,5.6,-0.359876543,-2.960901235,-5.404655556,-21.63775556
+27/04/2016,0,0,0,0,0,-37.12,-50.94,-296.19,10.1,10.25,8.9,-0.359876543,-2.960901235,-5.404655556,-21.63775556
+28/04/2016,0.2,1.4,0.2,1.6,0.8,-37.12,-50.94,-296.18,8.6,8.95,7.1,-0.359876543,-2.960901235,-5.404655556,-21.63775556
+29/04/2016,7.2,11.8,21.4,15,18.2,-37.12,-50.95,-296.18,11,10.8,10,-0.359876543,-2.960901235,-5.404655556,-21.63775556
+30/04/2016,0,0,0,0.2,0,-37.12,-50.95,-296.2,12,10.05,9.8,-0.359876543,-2.960901235,-5.404655556,-21.63775556
+01/05/2016,9.2,7.4,11.4,10.2,10.4,-37.12,-50.95,-296.28,8.7,8.85,7.45,-0.33573257,-2.724404266,-4.969468783,-21.76851353
+02/05/2016,11,11,11.4,13.2,9.8,-37.12,-50.95,-296.3,8.3,9.45,7.6,-0.353402706,-2.867793965,-5.231019771,-22.91422477
+03/05/2016,0.6,0,0.4,0,2.2,-37.13,-50.95,-296.29,11.85,12.1,10.95,-0.353402706,-2.867793965,-5.231019771,-22.91422477
+04/05/2016,2.4,0.4,0.4,0.8,1,-37.13,-50.96,-296.28,11.55,10.7,10.45,-0.353402706,-2.867793965,-5.231019771,-22.91422477
+05/05/2016,0,0,0,0,0,-37.14,-50.96,-296.28,10.15,9.65,9.1,-0.353402706,-2.867793965,-5.231019771,-22.91422477
+06/05/2016,0,0,0,0.2,0,-37.14,-50.96,-296.31,12.15,10.65,10.45,-0.353402706,-2.867793965,-5.231019771,-22.91422477
+07/05/2016,0,0,0,0,0,-37.14,-50.96,-296.36,13.7,11.2,11.4,-0.353402706,-2.867793965,-5.231019771,-22.91422477
+08/05/2016,0,0,0.2,0,0.2,-37.14,-50.97,-296.38,13.45,10.95,12,-0.33573257,-2.724404266,-4.969468783,-21.76851353
+09/05/2016,0,0,0,0,0,-37.15,-50.97,-296.37,15,13.25,13.05,-0.353402706,-2.867793965,-5.231019771,-22.91422477
+10/05/2016,0,0,0,0,0,-37.15,-50.97,-296.41,15.75,14.4,14.2,-0.353402706,-2.867793965,-5.231019771,-22.91422477
+11/05/2016,0,0.2,0.2,0.4,0.4,-37.15,-50.97,-296.5,15,13.85,13.25,-0.353402706,-2.867793965,-5.231019771,-22.91422477
+12/05/2016,4.2,8.5,8.8,10.4,17.2,-37.15,-50.97,-296.56,12.65,11.85,11.95,-0.353402706,-2.867793965,-5.231019771,-22.91422477
+13/05/2016,2,0,0.2,0.2,0.6,-37.15,-50.97,-296.56,11.7,11.2,10.65,-0.353402706,-2.867793965,-5.231019771,-22.91422477
+14/05/2016,3.4,2.8,2.4,4.8,3.2,-37.15,-50.97,-296.56,12.9,12.25,11,-0.353402706,-2.867793965,-5.231019771,-22.91422477
+15/05/2016,2,6,1.8,4.8,2,,-50.98,-296.53,11.65,11.45,10.45,-0.33573257,-2.724404266,-4.969468783,-21.76851353
+16/05/2016,9.2,3.6,7.6,3.6,4.6,,-50.98,-296.5,10.8,10.75,9.35,-0.353402706,-2.867793965,-5.231019771,-22.91422477
+17/05/2016,28,17.1,26.8,19.4,25,,-50.98,-296.53,11,10.55,10.05,-0.353402706,-2.867793965,-5.231019771,-22.91422477
+18/05/2016,9.6,0,4.4,0.2,1,,-50.98,-296.55,11.85,10.1,9.9,-0.353402706,-2.867793965,-5.231019771,-22.91422477
+19/05/2016,0.2,0,0.2,0,0.2,,-50.98,-296.62,11.55,8.8,9.3,-0.353402706,-2.867793965,-5.231019771,-22.91422477
+20/05/2016,8.4,20.9,10.4,16.4,13.6,,-50.98,-296.62,9.55,10,9.15,-0.353402706,-2.867793965,-5.231019771,-22.91422477
+21/05/2016,0.2,0,0,0,0.2,,-50.99,-296.58,15.1,13.55,14.75,-0.353402706,-2.867793965,-5.231019771,-22.91422477
+22/05/2016,0,0,0,0,0,,-50.99,-296.61,17.45,15,15.05,-0.33573257,-2.724404266,-4.969468783,-21.76851353
+23/05/2016,0,0,0,0,0,,-50.99,-296.69,12.55,11.5,11.1,-0.353402706,-2.867793965,-5.231019771,-22.91422477
+24/05/2016,2,3,3.2,4.2,4,,-50.99,-296.72,12.15,11.7,11.35,-0.353402706,-2.867793965,-5.231019771,-22.91422477
+25/05/2016,0,0,0,0,0,,-51,-296.7,12.95,11.9,11.8,-0.353402706,-2.867793965,-5.231019771,-22.91422477
+26/05/2016,0,0,0,0,0,,-51,-296.7,15.65,14.3,13.8,-0.353402706,-2.867793965,-5.231019771,-22.91422477
+27/05/2016,0,0,0,0,0,,-51,-296.71,19,15.85,16.25,-0.353402706,-2.867793965,-5.231019771,-22.91422477
+28/05/2016,0,0,0,0,0,,-51,-296.75,19.8,17.2,18.3,-0.353402706,-2.867793965,-5.231019771,-22.91422477
+29/05/2016,0,1,0,1.4,0.4,,-51,-296.81,16.25,15.35,14.75,-0.33573257,-2.724404266,-4.969468783,-21.76851353
+30/05/2016,1.2,0.2,0.4,0.6,1.4,,-51.01,-296.81,14.8,13.9,13.45,-0.353402706,-2.867793965,-5.231019771,-22.91422477
+31/05/2016,0,0.4,2,0.2,0,,-51.01,-296.81,14.3,12.25,12.1,-0.353402706,-2.867793965,-5.231019771,-22.91422477
+01/06/2016,0.2,0,0,0.2,0.2,,-51.01,-296.84,13.45,13.65,11.65,-0.345559524,-2.917571429,-5.32509127,-24.17625556
+02/06/2016,42.8,17,15.4,18.4,18.6,,-51.01,-296.88,12.5,11.75,11.35,-0.345559524,-2.917571429,-5.32509127,-24.17625556
+03/06/2016,3.2,3,6.4,3.4,4.6,,-51.01,-296.89,13.55,12.45,11.65,-0.345559524,-2.917571429,-5.32509127,-24.17625556
+04/06/2016,4.2,1.2,6.8,3.8,3.2,,-51.01,-296.9,14.2,13.4,13.35,-0.345559524,-2.917571429,-5.32509127,-24.17625556
+05/06/2016,19.8,9.1,9.2,9.4,13,,-51.01,-296.89,15.1,14.1,13.8,-0.328281548,-2.771692857,-5.058836706,-22.96744278
+06/06/2016,1,5.4,3.6,4.6,2.4,,-51.01,-296.89,15.9,14.35,14.05,-0.345559524,-2.917571429,-5.32509127,-24.17625556
+07/06/2016,14.6,3.2,18.4,5.4,7.2,,-51.01,-296.9,17.4,16.9,15.6,-0.345559524,-2.917571429,-5.32509127,-24.17625556
+08/06/2016,0,0,0,0.2,0.2,,-51.01,-296.94,18.55,16.7,15.9,-0.345559524,-2.917571429,-5.32509127,-24.17625556
+09/06/2016,3.4,0.8,2.6,1.6,1.2,,-51.01,-297.01,16.8,15.3,14.3,-0.345559524,-2.917571429,-5.32509127,-24.17625556
+10/06/2016,20.6,51.4,11.8,47.6,25,,-51,-297.02,16.1,15.5,14.45,-0.345559524,-2.917571429,-5.32509127,-24.17625556
+11/06/2016,0.4,0.2,1.8,1.4,2,,-51.01,-296.99,17.25,15.1,14.55,-0.345559524,-2.917571429,-5.32509127,-24.17625556
+12/06/2016,1,2,2,3.4,2.2,,-51,-297.01,16.8,15.8,14.45,-0.328281548,-2.771692857,-5.058836706,-22.96744278
+13/06/2016,0,0,0.2,0,0.2,,-51,-297.03,16.4,16,14.9,-0.345559524,-2.917571429,-5.32509127,-24.17625556
+14/06/2016,0.2,1.4,0.2,1.2,1,,-51.01,-297.02,17,14.9,14.95,-0.345559524,-2.917571429,-5.32509127,-24.17625556
+15/06/2016,0,0,0.2,0.2,0.2,,-51.01,-297,16.45,15.7,14.5,-0.345559524,-2.917571429,-5.32509127,-24.17625556
+16/06/2016,0,0,0,0,0,,-51.01,-297.02,20.3,18.5,18.6,-0.345559524,-2.917571429,-5.32509127,-24.17625556
+17/06/2016,4.4,1.2,1.8,1.4,3.6,,-51.02,-296.97,16.35,14.55,14.45,-0.345559524,-2.917571429,-5.32509127,-24.17625556
+18/06/2016,0,0,0,0,0,,-51.03,-296.97,15.35,15.2,14.45,-0.345559524,-2.917571429,-5.32509127,-24.17625556
+19/06/2016,0,0,0,0,0.2,,-51.03,-297.02,15.15,14.3,13.9,-0.328281548,-2.771692857,-5.058836706,-22.96744278
+20/06/2016,5.2,12.2,11.6,12.6,14.8,,-51.03,-297.03,13.75,13.85,13.1,-0.345559524,-2.917571429,-5.32509127,-24.17625556
+21/06/2016,0,0,0,0.4,1.4,,-51.04,-297.01,17.7,16.2,15.95,-0.345559524,-2.917571429,-5.32509127,-24.17625556
+22/06/2016,0,0,0,0,0,,-51.04,-297.04,20.6,18.25,18.7,-0.345559524,-2.917571429,-5.32509127,-24.17625556
+23/06/2016,0,0,0,0,0,,-51.04,-297.07,23.05,20.65,20.25,-0.345559524,-2.917571429,-5.32509127,-24.17625556
+24/06/2016,0,0,0,0,0,,-51.04,-297.13,24.7,21.75,22,-0.345559524,-2.917571429,-5.32509127,-24.17625556
+25/06/2016,0,0,0,0,0,,-51.04,-297.18,23.9,22.3,22.05,-0.345559524,-2.917571429,-5.32509127,-24.17625556
+26/06/2016,0,2.4,0,0,0,,-51.05,-297.2,23.45,21.35,20.85,-0.328281548,-2.771692857,-5.058836706,-22.96744278
+27/06/2016,0,0,0,0,0,,-51.05,-297.22,20.3,18.8,18.85,-0.345559524,-2.917571429,-5.32509127,-24.17625556
+28/06/2016,0,2,4.2,5.2,11.4,,-51.05,-297.23,20,18.15,18.3,-0.345559524,-2.917571429,-5.32509127,-24.17625556
+29/06/2016,0,0,0.2,0,0.2,,-51.05,-297.26,20.65,19.3,18.95,-0.345559524,-2.917571429,-5.32509127,-24.17625556
+30/06/2016,0,0,0,0,0,,-51.06,-297.27,21.3,19.25,19.5,-0.345559524,-2.917571429,-5.32509127,-24.17625556
+01/07/2016,0,0,0,0,0,,-51.06,-297.28,21.65,19.55,20.15,-0.353974654,-2.810576037,-5.068454545,-22.55156087
+02/07/2016,0,0,0,0,0,,-51.06,-297.32,22.2,20.2,20.75,-0.353974654,-2.810576037,-5.068454545,-22.55156087
+03/07/2016,0,0,0,0,0,-37.27,-51.06,-297.35,21.9,21,20.9,-0.336275922,-2.670047235,-4.815031818,-21.42398283
+04/07/2016,0,0,0,0,0,-37.27,-51.06,-297.36,23,20.6,20.65,-0.353974654,-2.810576037,-5.068454545,-22.55156087
+05/07/2016,0,0,0,0,0.2,-37.27,-51.06,-297.4,23.65,21.8,21.4,-0.353974654,-2.810576037,-5.068454545,-22.55156087
+06/07/2016,0,0,0,0,12,-37.27,-51.07,-297.43,21.2,21.4,21.1,-0.353974654,-2.810576037,-5.068454545,-22.55156087
+07/07/2016,0,19.4,0.2,17.6,12.8,-37.28,-51.07,-297.43,23.25,22,21.3,-0.353974654,-2.810576037,-5.068454545,-22.55156087
+08/07/2016,0,0,0,0,0.2,-37.28,-51.07,-297.43,23.6,21.25,20.55,-0.353974654,-2.810576037,-5.068454545,-22.55156087
+09/07/2016,0,0,0,0,0,-37.29,-51.07,-297.47,23.05,20.95,20.3,-0.353974654,-2.810576037,-5.068454545,-22.55156087
+10/07/2016,0,0,0,0,0,-37.29,-51.07,-297.51,24.8,22.45,22,-0.336275922,-2.670047235,-4.815031818,-21.42398283
+11/07/2016,0,0,0.6,0,0,-37.29,-51.08,-297.54,25.15,22.95,22.55,-0.353974654,-2.810576037,-5.068454545,-22.55156087
+12/07/2016,0,0,0,0,0,-37.29,-51.08,-297.58,24.2,21.95,21.3,-0.353974654,-2.810576037,-5.068454545,-22.55156087
+13/07/2016,0,0,0,0,0,-37.29,-51.08,-297.62,21.25,20.15,19.65,-0.353974654,-2.810576037,-5.068454545,-22.55156087
+14/07/2016,13.2,2.8,8.8,1.8,4.8,-37.29,-51.08,-297.65,18.4,18.05,17.85,-0.353974654,-2.810576037,-5.068454545,-22.55156087
+15/07/2016,3.8,6.4,3.4,9.6,10,-37.3,-51.08,-297.66,12.5,13.85,12.15,-0.353974654,-2.810576037,-5.068454545,-22.55156087
+16/07/2016,0.8,1.8,0.6,1.8,2.6,-37.3,-51.09,-297.63,15.1,14.65,14.3,-0.353974654,-2.810576037,-5.068454545,-22.55156087
+17/07/2016,0,0,0,0.2,0,-37.31,-51.09,-297.62,16.9,16.8,16.05,-0.336275922,-2.670047235,-4.815031818,-21.42398283
+18/07/2016,0,0,0,0,0,-37.31,-51.09,-297.63,22.45,20.1,19.45,-0.353974654,-2.810576037,-5.068454545,-22.55156087
+19/07/2016,0,0,0,0,0,-37.31,-51.09,-297.67,24,22.15,20.95,-0.353974654,-2.810576037,-5.068454545,-22.55156087
+20/07/2016,0,0,0,0,0,-37.31,-51.1,-297.7,24.35,21.55,21.15,-0.353974654,-2.810576037,-5.068454545,-22.55156087
+21/07/2016,0,0,0,0,0,-37.32,-51.1,-297.74,24.3,21.4,21,-0.353974654,-2.810576037,-5.068454545,-22.55156087
+22/07/2016,0,0,0,0,0,-37.32,-51.1,-297.77,23.25,20.6,20.2,-0.353974654,-2.810576037,-5.068454545,-22.55156087
+23/07/2016,0,0,0,0,0,-37.32,-51.1,-297.79,22.85,21.8,20.85,-0.353974654,-2.810576037,-5.068454545,-22.55156087
+24/07/2016,0.2,0,0,0,0.4,-37.32,-51.1,-297.82,21.35,21.45,19.7,-0.336275922,-2.670047235,-4.815031818,-21.42398283
+25/07/2016,5.6,2.4,15.6,2.2,3.2,-37.33,-51.1,-297.85,21.65,20.35,19.95,-0.353974654,-2.810576037,-5.068454545,-22.55156087
+26/07/2016,0,0,3,0.2,0,-37.33,-51.11,-297.86,23.8,22.3,21.5,-0.353974654,-2.810576037,-5.068454545,-22.55156087
+27/07/2016,0.2,15.9,0.4,23.6,27.8,-37.33,-51.11,-297.88,23.15,21.3,19.65,-0.353974654,-2.810576037,-5.068454545,-22.55156087
+28/07/2016,5.4,16.8,0.2,6.2,4.2,-37.33,-51.11,-297.91,22.3,20.65,19.7,-0.353974654,-2.810576037,-5.068454545,-22.55156087
+29/07/2016,0,0,0.2,0.2,0,-37.34,-51.11,-297.92,21.5,20.8,20.1,-0.353974654,-2.810576037,-5.068454545,-22.55156087
+30/07/2016,0,0,0,0.2,0.2,-37.34,-51.11,-297.94,23.2,21.9,21.3,-0.353974654,-2.810576037,-5.068454545,-22.55156087
+31/07/2016,0,0,0,0,0,-37.34,-51.11,-297.97,23.7,21.65,20.65,-0.336275922,-2.670047235,-4.815031818,-21.42398283
+01/08/2016,1.4,0,0.2,0,0,-37.34,-51.12,-298.01,21.05,20.35,18.95,-0.354172737,-2.911800208,0,-22.18016649
+02/08/2016,0,6.5,0.2,3.6,4.4,-37.34,-51.12,-298.01,20.65,19.8,19.7,-0.354172737,-2.911800208,0,-22.18016649
+03/08/2016,0,0,0,0,0,-37.34,-51.12,-298.03,22.35,21,20.65,-0.354172737,-2.911800208,0,-22.18016649
+04/08/2016,0,0,0,0,0,,-51.12,-298.06,23.85,22.3,21.55,-0.354172737,-2.911800208,0,-22.18016649
+05/08/2016,0,0,0,0,0,,-51.13,-298.1,20.85,18.9,18.65,-0.354172737,-2.911800208,0,-22.18016649
+06/08/2016,20.8,46.6,11.4,36,51.6,,-51.13,-298.11,16.1,15.5,15,-0.354172737,-2.911800208,0,-22.18016649
+07/08/2016,0,0.2,0,0,0.6,,-51.13,-298.09,17.9,18.6,17.15,-0.3364641,-2.766210198,0,-21.07115817
+08/08/2016,0,0,0,0,0,,-51.14,-298.12,19.55,18.9,18.6,-0.354172737,-2.911800208,0,-22.18016649
+09/08/2016,0,0,0,0,0,,-51.14,-298.17,21.95,19.5,19.25,-0.354172737,-2.911800208,0,-22.18016649
+10/08/2016,0,0,0,0,0,-37.37,-51.14,-298.22,19.95,18.85,18.5,-0.354172737,-2.911800208,0,-22.18016649
+11/08/2016,0,0.4,0,1.6,1,-37.37,-51.14,-298.21,15.1,15.2,14.7,-0.354172737,-2.911800208,0,-22.18016649
+12/08/2016,0,0,0,0,0,-37.38,-51.15,-298.19,15.25,15.3,14.95,-0.354172737,-2.911800208,0,-22.18016649
+13/08/2016,0,0,0,0,0,-37.38,-51.15,-298.2,17.7,16.75,16.85,-0.354172737,-2.911800208,0,-22.18016649
+14/08/2016,0,0,0,0,0,-37.39,-51.15,-298.23,20.95,19.35,18.7,-0.3364641,-2.766210198,0,-21.07115817
+15/08/2016,0,0,0,0,0,-37.39,-51.16,-298.27,22.2,21.25,19.9,-0.354172737,-2.911800208,0,-22.18016649
+16/08/2016,0,0,0,0,0,-37.39,-51.16,-298.32,21.65,20.55,19.45,-0.354172737,-2.911800208,0,-22.18016649
+17/08/2016,0,0,0,0,0,-37.39,-51.16,-298.38,20.75,18.9,18.2,-0.354172737,-2.911800208,0,-22.18016649
+18/08/2016,0,0,0,0,0,-37.39,-51.16,-298.41,19.5,18.7,17.7,-0.354172737,-2.911800208,0,-22.18016649
+19/08/2016,3.2,1.6,7.4,1.8,1.2,-37.4,-51.16,-298.41,20.05,18.85,18.35,-0.354172737,-2.911800208,0,-22.18016649
+20/08/2016,13.6,0.8,0.2,2.6,0.2,-37.4,-51.17,-298.41,22.6,20.45,19.85,-0.354172737,-2.911800208,0,-22.18016649
+21/08/2016,0,0,0,0,0,-37.4,-51.17,-298.44,22.95,19.75,19.95,-0.3364641,-2.766210198,0,-21.07115817
+22/08/2016,0,0,0,0,0.2,-37.41,-51.17,-298.44,17.6,17.9,17.15,-0.354172737,-2.911800208,0,-22.18016649
+23/08/2016,0,0,0,0,0,-37.41,-51.17,-298.45,18.05,17.35,17.85,-0.354172737,-2.911800208,0,-22.18016649
+24/08/2016,0,0,0,0,0,-37.41,-51.18,-298.51,19.35,19.2,19.05,-0.354172737,-2.911800208,0,-22.18016649
+25/08/2016,0,0,0,0,0,-37.42,-51.18,-298.55,20.35,19.6,19.1,-0.354172737,-2.911800208,0,-22.18016649
+26/08/2016,0,0,0,0,0,-37.42,-51.18,-298.57,21.5,19.35,19.35,-0.354172737,-2.911800208,0,-22.18016649
+27/08/2016,0,0,0.2,0,0,-37.42,-51.18,-298.58,23.25,20.35,20.15,-0.354172737,-2.911800208,0,-22.18016649
+28/08/2016,0,0,0,0,0,-37.42,-51.19,-298.62,22,19.35,19.25,-0.3364641,-2.766210198,0,-21.07115817
+29/08/2016,0,0,0,0,0,-37.43,-51.19,-298.66,21.7,20,19.5,-0.354172737,-2.911800208,0,-22.18016649
+30/08/2016,0,0,0,0,0,-37.43,-51.19,-298.68,22.65,20.15,19.9,-0.354172737,-2.911800208,0,-22.18016649
+31/08/2016,4.8,10.4,4.6,12.2,7.4,-37.43,-51.19,-298.7,19.85,17.45,17.5,-0.354172737,-2.911800208,0,-22.18016649
+01/09/2016,5.2,0.6,5,0.4,5.2,-37.44,-51.19,-298.71,20.25,18.6,18.7,-0.365811111,-2.941488889,0,-22.48595556
+02/09/2016,0,0,0,0.2,0,-37.44,-51.2,-298.72,22.2,20.7,19.7,-0.365811111,-2.941488889,0,-22.48595556
+03/09/2016,0,0,0,0,0,-37.44,-51.2,-298.75,23.15,20.6,20.1,-0.365811111,-2.941488889,0,-22.48595556
+04/09/2016,0,0,0,0,0,-37.44,-51.2,-298.77,22.6,20.85,19.65,-0.347520556,-2.794414444,0,-21.36165778
+05/09/2016,0,0,0,0,0,-37.45,-51.2,-298.83,19.25,19.65,18.35,-0.365811111,-2.941488889,0,-22.48595556
+06/09/2016,12.6,8.3,7.8,12.8,12.2,-37.45,-51.2,-298.84,15.75,16.4,15.35,-0.365811111,-2.941488889,0,-22.48595556
+07/09/2016,0,0,0.2,0.2,1,-37.45,-51.21,-298.86,15,15.8,14.5,-0.365811111,-2.941488889,0,-22.48595556
+08/09/2016,0,0,0,0,0.2,-37.45,-51.21,-298.88,18.15,18.2,17.65,-0.365811111,-2.941488889,0,-22.48595556
+09/09/2016,0,0,0,0.2,0.2,-37.46,-51.21,-298.89,18.8,17.25,17.15,-0.365811111,-2.941488889,0,-22.48595556
+10/09/2016,0,0,0,0,0,-37.46,-51.21,-298.9,19.7,18.75,18.25,-0.365811111,-2.941488889,0,-22.48595556
+11/09/2016,0,0.2,2.2,0.2,0.4,-37.46,-51.22,-298.9,19.85,18.45,18,-0.347520556,-2.794414444,0,-21.36165778
+12/09/2016,0.6,0,1.2,0,2,-37.47,-51.22,-298.9,19.3,19.15,18.5,-0.365811111,-2.941488889,0,-22.48595556
+13/09/2016,0,0,0.2,0.2,0,-37.47,-51.22,-298.93,21.4,18.5,19.1,-0.365811111,-2.941488889,0,-22.48595556
+14/09/2016,6.6,0,1,0.4,1,-37.47,-51.22,-298.95,21.05,17.75,18.35,-0.365811111,-2.941488889,0,-22.48595556
+15/09/2016,0,0.2,25.6,0.2,6.6,-37.47,-51.23,-298.96,18.2,15.25,15.85,-0.365811111,-2.941488889,0,-22.48595556
+16/09/2016,9.4,19.7,21.4,25.4,24.8,-37.47,-51.22,-298.99,16.55,15.5,14.7,-0.365811111,-2.941488889,0,-22.48595556
+17/09/2016,24.8,49.1,42.8,55.8,51.4,-37.46,-51.22,-299.03,16.05,15.45,14.45,-0.365811111,-2.941488889,0,-22.48595556
+18/09/2016,8.6,5.5,15.2,5.6,15.2,-37.47,-51.22,-299.07,13.75,13.6,12.35,-0.347520556,-2.794414444,0,-21.36165778
+19/09/2016,12.2,20.2,8.4,26.2,17,-37.47,-51.23,-299.09,13.75,14.2,13.15,-0.365811111,-2.941488889,0,-22.48595556
+20/09/2016,1.2,2.2,1,3.2,1.2,-37.48,-51.23,-299.08,17.15,15.2,14.7,-0.365811111,-2.941488889,0,-22.48595556
+21/09/2016,0,0,0,0.2,0.2,-37.48,-51.23,-299.09,16.5,13.95,14.2,-0.365811111,-2.941488889,0,-22.48595556
+22/09/2016,0.4,0.6,0.8,0.6,2,-37.49,-51.24,-299.06,14.7,14.05,13.75,-0.365811111,-2.941488889,0,-22.48595556
+23/09/2016,0,0,0.2,0.2,0.2,-37.5,-51.24,-299.04,15.3,13.95,14,-0.365811111,-2.941488889,0,-22.48595556
+24/09/2016,0,0,0,0.2,0.2,-37.5,-51.25,-299.06,15.4,13.5,13.8,-0.365811111,-2.941488889,0,-22.48595556
+25/09/2016,0,0,0,0.2,0,-37.5,-51.25,-299.11,14.25,13.05,13.3,-0.347520556,-2.794414444,0,-21.36165778
+26/09/2016,0,0,0.2,0.2,0.2,-37.51,-51.25,-299.14,14.8,13.45,13.4,-0.365811111,-2.941488889,0,-22.48595556
+27/09/2016,0,0,0.2,0.2,0,-37.51,-51.26,-299.13,14.45,13.2,13.4,-0.365811111,-2.941488889,0,-22.48595556
+28/09/2016,0,0,0,0,0,-37.52,-51.26,-299.11,14.25,13.15,13.55,-0.365811111,-2.941488889,0,-22.48595556
+29/09/2016,0,0,0.2,0.2,0,-37.52,-51.26,-299.13,17.05,14,14.1,-0.365811111,-2.941488889,0,-22.48595556
+30/09/2016,0,0,0.2,0.4,0.4,-37.52,-51.26,-299.19,15.55,13.4,13.85,-0.365811111,-2.941488889,0,-22.48595556
+01/10/2016,0,0,0.2,0,0,-37.52,-51.26,-299.25,15.1,15.3,13.6,-0.352290323,-2.765924731,0,-21.76524454
+02/10/2016,24.8,24.9,27.2,25.6,27.6,,-51.27,-299.29,15.8,15.25,15.8,-0.334675806,-2.627628495,0,-20.67698231
+03/10/2016,0,0,0.2,0,0.2,,-51.27,-299.27,16.55,14.05,13.95,-0.352290323,-2.765924731,0,-21.76524454
+04/10/2016,0,0,0.2,0.2,0,-37.53,-51.27,-299.29,13.6,12.1,13.15,-0.352290323,-2.765924731,0,-21.76524454
+05/10/2016,0,0,0.2,0,0.2,-37.53,-51.27,-299.33,12.7,12.3,11.3,-0.352290323,-2.765924731,0,-21.76524454
+06/10/2016,0,5.6,0,4.6,3.4,-37.53,-51.27,-299.39,9.95,11.05,9.45,-0.352290323,-2.765924731,0,-21.76524454
+07/10/2016,27.6,24.8,26.4,31.6,40.6,-37.53,-51.27,-299.42,9.5,9.7,9.3,-0.352290323,-2.765924731,0,-21.76524454
+08/10/2016,0,0.4,0.2,0.6,0.8,-37.54,-51.28,-299.39,12.05,11.45,10,-0.352290323,-2.765924731,0,-21.76524454
+09/10/2016,11.6,9.1,6.6,10.6,8,-37.54,-51.28,-299.4,11.35,10.4,9.55,-0.334675806,-2.627628495,0,-20.67698231
+10/10/2016,0,0,0.2,0.4,0.2,-37.54,-51.28,-299.45,8.45,7.95,7.7,-0.352290323,-2.765924731,0,-21.76524454
+11/10/2016,0.6,0.6,0.2,1,0.6,-37.54,-51.28,-299.51,5.95,5.4,5.45,-0.352290323,-2.765924731,0,-21.76524454
+12/10/2016,4.4,5.2,5.8,5.6,7.6,-37.55,-51.29,-299.49,7.3,6.95,6.45,-0.352290323,-2.765924731,0,-21.76524454
+13/10/2016,0,0,0,0,0,-37.55,-51.29,-299.48,9.2,8.8,7.5,-0.352290323,-2.765924731,0,-21.76524454
+14/10/2016,21,20.5,15.2,24.4,19.8,-37.55,-51.29,-299.52,16,16.5,15.7,-0.352290323,-2.765924731,0,-21.76524454
+15/10/2016,44.6,41.2,37.6,46.6,32.8,-37.55,-51.29,-299.51,14.7,13.45,13.35,-0.352290323,-2.765924731,0,-21.76524454
+16/10/2016,0,0,1.4,0.4,1.6,-37.56,-51.29,-299.47,13.5,12.65,12.9,-0.334675806,-2.627628495,0,-20.67698231
+17/10/2016,0,0,0.2,0,0,-37.56,-51.3,-299.48,14.4,12.5,12.1,-0.352290323,-2.765924731,0,-21.76524454
+18/10/2016,0,0,0,0,0,-37.56,-51.3,-299.52,11.6,11.15,10.9,-0.352290323,-2.765924731,0,-21.76524454
+19/10/2016,0,0,0.2,0.4,0.4,-37.57,-51.3,-299.57,13.05,10.7,11.05,-0.352290323,-2.765924731,0,-21.76524454
+20/10/2016,0,0,0,0,0.2,-37.57,-51.3,-299.65,11.8,12.2,9.85,-0.352290323,-2.765924731,0,-21.76524454
+21/10/2016,0,0,0,0.2,0,-37.57,-51.31,-299.68,10.25,8.25,8.95,-0.352290323,-2.765924731,0,-21.76524454
+22/10/2016,0.8,0,0,0.2,0,-37.58,-51.31,-299.67,9.3,8.7,9.35,-0.352290323,-2.765924731,0,-21.76524454
+23/10/2016,0,0,0,0,0.2,-37.58,-51.31,-299.66,13.15,12.25,11.05,-0.334675806,-2.627628495,0,-20.67698231
+24/10/2016,0,0.4,0.4,0.8,1.8,-37.59,-51.32,-299.64,16.4,16.2,15.7,-0.352290323,-2.765924731,0,-21.76524454
+25/10/2016,0,0,0,0,0,-37.59,-51.32,-299.64,17.7,16.35,16.5,-0.352290323,-2.765924731,0,-21.76524454
+26/10/2016,0,0,0.4,0.2,0.2,-37.6,-51.32,-299.69,14.7,15.75,14.5,-0.352290323,-2.765924731,0,-21.76524454
+27/10/2016,19.4,18.3,11.8,19.8,25.6,-37.6,-51.33,-299.76,10,12.15,9.85,-0.352290323,-2.765924731,0,-21.76524454
+28/10/2016,0,0,0,0,0,-37.6,-51.33,-299.75,8.6,8.3,8.7,-0.352290323,-2.765924731,0,-21.76524454
+29/10/2016,0,0,0,0,0,-37.61,-51.33,-299.77,12,11.55,11.5,-0.352290323,-2.765924731,0,-21.76524454
+30/10/2016,0,0,0,0,0,-37.61,-51.33,-299.82,14.25,13.05,13.25,-0.334675806,-2.627628495,0,-20.67698231
+31/10/2016,0,0,0,0,0,-37.61,-51.34,-299.84,12.9,11.35,11.6,-0.352290323,-2.765924731,0,-21.76524454
+01/11/2016,0,0,0,0,0,-37.61,-51.34,-299.87,11.75,10.7,10.95,-0.342566667,-2.851788889,-5.162363636,-22.36952222
+02/11/2016,0,0,0.2,0,0,-37.62,-51.34,-299.94,11.2,11.55,9.5,-0.342566667,-2.851788889,-5.162363636,-22.36952222
+03/11/2016,0,0,0,0,0.2,-37.62,-51.34,-300,12.65,11.35,11.5,-0.342566667,-2.851788889,-5.162363636,-22.36952222
+04/11/2016,0,0.2,0.2,0.2,0.4,-37.62,-51.34,-299.99,11.3,10,10.3,-0.342566667,-2.851788889,-5.162363636,-22.36952222
+05/11/2016,4.2,16.1,11.8,20.8,14.2,-37.61,-51.34,-300.05,12.75,13.35,12.45,-0.342566667,-2.851788889,-5.162363636,-22.36952222
+06/11/2016,11.8,46.2,30.6,51,45.4,-37.6,-51.33,-300.16,11.3,9.8,10.7,-0.325438333,-2.709199444,-4.904245455,-21.25104611
+07/11/2016,2.8,14.6,11.6,15,11.2,-37.61,-51.34,-300.16,7.95,6.25,6.5,-0.342566667,-2.851788889,-5.162363636,-22.36952222
+08/11/2016,1.6,8.4,7,9.4,9,-37.61,-51.33,-300.19,5.45,5.7,4.05,-0.342566667,-2.851788889,-5.162363636,-22.36952222
+09/11/2016,0,0.2,0,0.4,0,-37.61,-51.34,-300.18,5.3,4,4.4,-0.342566667,-2.851788889,-5.162363636,-22.36952222
+10/11/2016,0.4,2.4,0.6,3.4,1.2,-37.61,-51.34,-300.15,6.95,6.8,6.5,-0.342566667,-2.851788889,-5.162363636,-22.36952222
+11/11/2016,9.8,15,8,16.8,8,-37.62,-51.34,-300.17,5.8,6,5.3,-0.342566667,-2.851788889,-5.162363636,-22.36952222
+12/11/2016,18.4,15.9,15,13.6,11.6,-37.62,-51.35,-300.17,3.8,3.05,3.25,-0.342566667,-2.851788889,-5.162363636,-22.36952222
+13/11/2016,0,0,0,0,0,-37.63,-51.35,-300.12,4.85,3.6,3.95,-0.325438333,-2.709199444,-4.904245455,-21.25104611
+14/11/2016,0,0,0,0,0,-37.63,-51.36,-300.13,6.05,5.75,5.85,-0.342566667,-2.851788889,-5.162363636,-22.36952222
+15/11/2016,0,0,0,0,0,-37.64,-51.36,-300.12,4,4.2,3.55,-0.342566667,-2.851788889,-5.162363636,-22.36952222
+16/11/2016,0,0.2,0,0,0,-37.64,-51.36,-300.15,5.6,4.8,4.75,-0.342566667,-2.851788889,-5.162363636,-22.36952222
+17/11/2016,0,0,0,0,0,-37.65,-51.36,-300.21,6.95,6.1,5.6,-0.342566667,-2.851788889,-5.162363636,-22.36952222
+18/11/2016,8,33.9,37.8,44,39,-37.65,,-300.24,10.95,11.15,10.35,-0.342566667,-2.851788889,-5.162363636,-22.36952222
+19/11/2016,24.2,21.2,37.2,26.4,40.8,-37.61,-51.34,-300.29,10.45,11.2,10.15,-0.342566667,-2.851788889,-5.162363636,-22.36952222
+20/11/2016,6.2,34.2,18,33.6,39,-37.6,-51.33,-300.29,10.65,11,10.3,-0.325438333,-2.709199444,-4.904245455,-21.25104611
+21/11/2016,7.2,12.4,12.8,16,16.2,-37.59,-51.33,-300.3,11.3,11.05,10.7,-0.342566667,-2.851788889,-5.162363636,-22.36952222
+22/11/2016,0.2,0.2,0.6,0.4,1.6,-37.6,-51.34,-300.31,11.7,11.35,10.65,-0.342566667,-2.851788889,-5.162363636,-22.36952222
+23/11/2016,0,0.2,0.4,0,0.2,-37.61,-51.34,-300.31,11.05,11.45,10.45,-0.342566667,-2.851788889,-5.162363636,-22.36952222
+24/11/2016,0.2,0.4,0.4,0.8,2.4,-37.61,-51.35,-300.36,12,11.9,11.1,-0.342566667,-2.851788889,-5.162363636,-22.36952222
+25/11/2016,11,12.2,10.6,14.6,18.6,-37.62,-51.35,-300.42,8.65,8.8,7.45,-0.342566667,-2.851788889,-5.162363636,-22.36952222
+26/11/2016,0,0,0.2,0.2,0,-37.63,-51.35,-300.44,8.35,7.65,6.7,-0.342566667,-2.851788889,-5.162363636,-22.36952222
+27/11/2016,0,0,0,0.2,0,-37.63,-51.36,-300.48,8.1,6.75,6.45,-0.325438333,-2.709199444,-4.904245455,-21.25104611
+28/11/2016,0,0,0,0,0,-37.64,-51.36,-300.52,4.95,6.1,5,-0.342566667,-2.851788889,-5.162363636,-22.36952222
+29/11/2016,0.4,0,0,0,0,-37.65,-51.37,-300.48,-1.25,0.05,-1.35,-0.342566667,-2.851788889,-5.162363636,-22.36952222
+30/11/2016,0,0,0,0,0,-37.66,-51.38,-300.42,2.2,1.4,2.4,-0.342566667,-2.851788889,-5.162363636,-22.36952222
+01/12/2016,0,0.2,0,0,0,-37.66,-51.38,-300.49,4.95,4.1,3.25,-0.348532778,-2.670447451,-4.920332986,-21.91401665
+02/12/2016,0,0,0,0,0,-37.66,-51.38,-300.57,5.9,6.8,4.25,-0.348532778,-2.670447451,-4.920332986,-21.91401665
+03/12/2016,0,0,0,0,0,-37.67,-51.39,-300.6,7.95,7.25,6.75,-0.348532778,-2.670447451,-4.920332986,-21.91401665
+04/12/2016,0.2,0.8,0.4,1.4,1,-37.68,-51.39,-300.59,6.95,5.65,5.05,-0.331106139,-2.536925078,-4.674316337,-20.81831582
+05/12/2016,0.2,0,0.2,0,0,-37.68,-51.4,-300.57,8.8,6.55,6.45,-0.348532778,-2.670447451,-4.920332986,-21.91401665
+06/12/2016,0,0,0,0,0,-37.69,-51.4,-300.61,8.35,6.95,6.6,-0.348532778,-2.670447451,-4.920332986,-21.91401665
+07/12/2016,0,0,0,0,0,-37.69,-51.4,-300.61,6.95,5.85,5.45,-0.348532778,-2.670447451,-4.920332986,-21.91401665
+08/12/2016,0,0,0,0,0,-37.7,-51.41,-300.61,8.5,6.1,6.7,-0.348532778,-2.670447451,-4.920332986,-21.91401665
+09/12/2016,0,0,0,0,0,-37.7,-51.41,-300.69,7.65,5.15,6.05,-0.348532778,-2.670447451,-4.920332986,-21.91401665
+10/12/2016,0,0,0,0,0,-37.71,-51.41,-300.76,6.8,7.7,5.05,-0.348532778,-2.670447451,-4.920332986,-21.91401665
+11/12/2016,0,0,0,0.2,0,-37.71,-51.41,-300.85,7.75,6.9,6,-0.331106139,-2.536925078,-4.674316337,-20.81831582
+12/12/2016,0,0,0,0,0,-37.71,-51.42,-300.91,7.1,6.85,5.8,-0.348532778,-2.670447451,-4.920332986,-21.91401665
+13/12/2016,0,0,0,0,0,-37.72,-51.42,-300.86,6.55,4.3,4.7,-0.348532778,-2.670447451,-4.920332986,-21.91401665
+14/12/2016,0,0.2,0,0.2,0.4,-37.72,-51.42,-300.9,6.95,6.8,6.45,-0.348532778,-2.670447451,-4.920332986,-21.91401665
+15/12/2016,0,0,0,0.4,0,-37.73,-51.43,-300.94,5.85,4.5,4.05,-0.348532778,-2.670447451,-4.920332986,-21.91401665
+16/12/2016,0,0,0,0.2,0,-37.73,-51.43,-300.97,3.1,3.55,2.45,-0.348532778,-2.670447451,-4.920332986,-21.91401665
+17/12/2016,0,0,0,0,0,-37.74,-51.44,-300.96,2.45,2.1,1.5,-0.348532778,-2.670447451,-4.920332986,-21.91401665
+18/12/2016,0,0,0,0,0,-37.74,-51.44,-301,2.45,1.5,1.45,-0.331106139,-2.536925078,-4.674316337,-20.81831582
+19/12/2016,0,0,0.2,0.2,0,-37.74,-51.44,-301.09,2.5,2.55,0.9,-0.348532778,-2.670447451,-4.920332986,-21.91401665
+20/12/2016,5.6,7.8,10.4,6.8,10.6,-37.74,-51.44,-301.16,6.7,6.9,4.75,-0.348532778,-2.670447451,-4.920332986,-21.91401665
+21/12/2016,9.8,10.6,9.2,11,12.8,-37.75,-51.44,-301.15,7.9,7.6,6.45,-0.348532778,-2.670447451,-4.920332986,-21.91401665
+22/12/2016,0,0,0,0.2,0,-37.75,-51.45,-301.14,6.95,6.7,5.35,-0.348532778,-2.670447451,-4.920332986,-21.91401665
+23/12/2016,0,0,0,0,0,-37.76,-51.45,-301.17,10,7.05,3.95,-0.348532778,-2.670447451,-4.920332986,-21.91401665
+24/12/2016,0,0,0,,0,-37.76,-51.45,-301.21,8.4,7.35,,-0.348532778,-2.670447451,-4.920332986,-21.91401665
+25/12/2016,0,0,0,,0,-37.76,-51.45,-301.28,7.9,6.4,,-0.331106139,-2.536925078,-4.674316337,-20.81831582
+26/12/2016,0,0,0,,0,-37.77,-51.46,-301.28,10.9,9.55,9.7,-0.348532778,-2.670447451,-4.920332986,-21.91401665
+27/12/2016,0,0,0,0,0,-37.77,-51.46,-301.32,9.45,8.25,8.8,-0.348532778,-2.670447451,-4.920332986,-21.91401665
+28/12/2016,0,0,0,0,0,-37.78,-51.46,-301.33,7.1,6.75,5.8,-0.348532778,-2.670447451,-4.920332986,-21.91401665
+29/12/2016,0,0,0,0,0,-37.78,-51.47,-301.38,2.1,1.85,,-0.348532778,-2.670447451,-4.920332986,-21.91401665
+30/12/2016,0,0,0,0,0,-37.79,-51.47,-301.41,0.35,0.5,0.35,-0.348532778,-2.670447451,-4.920332986,-21.91401665
+31/12/2016,0,0,0,0,0,-37.79,-51.47,-301.46,4.5,2.75,4.15,-0.348532778,-2.670447451,-4.920332986,-21.91401665
+01/01/2017,0,0,0,0,0,-37.79,-51.48,-301.53,5,2.3,3.1,-0.318907388,-2.546672216,-4.519381232,-20.66835224
+02/01/2017,0,0.4,0,1.2,0.4,-37.79,-51.48,-301.59,4.65,5.8,4.6,-0.335691988,-2.680707596,-4.757243402,-21.75616025
+03/01/2017,4.8,1.8,1.8,3.2,0.2,-37.8,-51.48,-301.67,2.8,2.05,2.4,-0.335691988,-2.680707596,-4.757243402,-21.75616025
+04/01/2017,1.6,4.2,0.6,3.4,4.6,-37.8,-51.48,-301.72,2.55,0.55,1.4,-0.335691988,-2.680707596,-4.757243402,-21.75616025
+05/01/2017,0,0,0.2,0,0,-37.8,-51.48,-301.79,-0.15,0.15,-0.8,-0.335691988,-2.680707596,-4.757243402,-21.75616025
+06/01/2017,0,0,0,0,0,-37.81,-51.49,-301.72,-6.05,-5.95,-6.15,-0.335691988,-2.680707596,-4.757243402,-21.75616025
+07/01/2017,0,0,0,0,0,-37.81,-51.49,-301.72,-6.65,-6.3,-6.45,-0.335691988,-2.680707596,-4.757243402,-21.75616025
+08/01/2017,0,0,0,0,0,-37.81,-51.49,-301.78,-4.1,-2.2,-5,-0.318907388,-2.546672216,-4.519381232,-20.66835224
+09/01/2017,0,0,0,0,0,-37.81,-51.49,-301.82,-0.85,-0.95,-0.65,-0.335691988,-2.680707596,-4.757243402,-21.75616025
+10/01/2017,0,0.2,0,0,0,-37.81,-51.49,-301.94,-3.3,-2.05,-3.15,-0.335691988,-2.680707596,-4.757243402,-21.75616025
+11/01/2017,0,0,0,0,0,-37.82,-51.5,-301.93,-3.95,-3.95,-3.55,-0.335691988,-2.680707596,-4.757243402,-21.75616025
+12/01/2017,0,0,0,0,0,-37.83,-51.5,-301.91,1.55,2.15,0.5,-0.335691988,-2.680707596,-4.757243402,-21.75616025
+13/01/2017,7.8,17.3,13.2,20.2,9.6,-37.82,-51.5,-302.06,3.45,3.8,3.5,-0.335691988,-2.680707596,-4.757243402,-21.75616025
+14/01/2017,4.6,11.2,5.6,11.8,1.6,-37.83,-51.5,-302.06,1.2,-0.9,-0.25,-0.335691988,-2.680707596,-4.757243402,-21.75616025
+15/01/2017,0,0.8,0,0.6,0.4,-37.83,-51.51,-302.08,-0.2,-0.05,-0.85,-0.318907388,-2.546672216,-4.519381232,-20.66835224
+16/01/2017,0,0,0,0,0,-37.83,-51.51,-302.13,-2.7,-1.85,-2.9,-0.335691988,-2.680707596,-4.757243402,-21.75616025
+17/01/2017,0,0,0,0,0,-37.84,-51.51,-302.16,-2.5,-1.25,-2.65,-0.335691988,-2.680707596,-4.757243402,-21.75616025
+18/01/2017,1.6,0,0,0,0,-37.84,-51.52,-302.14,-1.5,-0.15,-1.8,-0.335691988,-2.680707596,-4.757243402,-21.75616025
+19/01/2017,0,0,0,0,0,-37.85,-51.52,-302.1,-1.4,0.55,-1.6,-0.335691988,-2.680707596,-4.757243402,-21.75616025
+20/01/2017,0,0,0,0,0.2,-37.85,-51.53,-302.08,1.15,1.4,0.05,-0.335691988,-2.680707596,-4.757243402,-21.75616025
+21/01/2017,0,0.6,0,0.8,0.2,-37.86,-51.53,-302.13,1.8,1.5,0.65,-0.335691988,-2.680707596,-4.757243402,-21.75616025
+22/01/2017,0,0.2,0,0.2,0,-37.86,-51.53,-302.18,2.9,4.7,2.1,-0.318907388,-2.546672216,-4.519381232,-20.66835224
+23/01/2017,0,0,0,0.2,0,-37.86,-51.53,-302.25,3.55,5.1,3.1,-0.335691988,-2.680707596,-4.757243402,-21.75616025
+24/01/2017,0,0,0,0,0,-37.87,-51.53,-302.31,4.7,4.9,4.05,-0.335691988,-2.680707596,-4.757243402,-21.75616025
+25/01/2017,0,0,0,0,0,-37.87,-51.54,-302.31,3.8,4,3.3,-0.335691988,-2.680707596,-4.757243402,-21.75616025
+26/01/2017,0,0,0,0,0,-37.88,-51.54,-302.3,4.05,2.6,2.8,-0.335691988,-2.680707596,-4.757243402,-21.75616025
+27/01/2017,0,0,0,0,0,-37.88,-51.55,-302.31,3.95,3.45,2.8,-0.335691988,-2.680707596,-4.757243402,-21.75616025
+28/01/2017,0,0,0,0,0,-37.88,-51.55,-302.38,5,4.15,3.15,-0.335691988,-2.680707596,-4.757243402,-21.75616025
+29/01/2017,0,0,0,0,0,-37.89,-51.55,-302.42,5.75,4.5,4.65,-0.318907388,-2.546672216,-4.519381232,-20.66835224
+30/01/2017,0,0,0,0.2,0,-37.89,-51.55,-302.44,5.3,4.15,3.2,-0.335691988,-2.680707596,-4.757243402,-21.75616025
+31/01/2017,1,1,0.2,1.2,1.6,-37.9,-51.56,-302.48,5.25,5.7,3.9,-0.335691988,-2.680707596,-4.757243402,-21.75616025
+01/02/2017,0,0.6,0.4,1.2,0.8,-37.9,-51.56,-302.52,6.85,6.8,6.25,-0.374897959,-2.747691327,-5.164719388,-24.03214286
+02/02/2017,0.8,6.8,6.4,7.4,7.2,-37.9,-51.56,-302.56,6.95,7.2,6.8,-0.374897959,-2.747691327,-5.164719388,-24.03214286
+03/02/2017,0.2,7.2,7.2,7.2,13,-37.9,-51.56,-302.64,7.6,7.9,7.25,-0.374897959,-2.747691327,-5.164719388,-24.03214286
+04/02/2017,4,4.2,1.4,3,4.8,-37.9,-51.56,-302.72,6.55,6.05,5.2,-0.374897959,-2.747691327,-5.164719388,-24.03214286
+05/02/2017,4,11.2,6.8,10.2,8.4,-37.9,-51.56,-302.79,6.7,5.95,6.6,-0.356153061,-2.61030676,-4.906483418,-22.83053571
+06/02/2017,31,34.8,39,33.2,32.6,-37.89,-51.56,-302.89,4.9,4.8,5.55,-0.374897959,-2.747691327,-5.164719388,-24.03214286
+07/02/2017,2,0.8,0.6,1.2,3.6,-37.9,-51.56,-302.81,4.35,4.15,3.55,-0.374897959,-2.747691327,-5.164719388,-24.03214286
+08/02/2017,0,0,0,0.2,0,-37.9,-51.56,-302.81,3.3,2.8,2.7,-0.374897959,-2.747691327,-5.164719388,-24.03214286
+09/02/2017,0.6,2.2,0,1.6,1.8,-37.91,-51.57,-302.84,2.1,4.05,1.8,-0.374897959,-2.747691327,-5.164719388,-24.03214286
+10/02/2017,0.2,0.4,0,1.6,1,-37.91,-51.57,-302.84,5.1,4.85,4.25,-0.374897959,-2.747691327,-5.164719388,-24.03214286
+11/02/2017,0,0,0,0.2,0,-37.92,-51.58,-302.84,6.55,5.05,4.85,-0.374897959,-2.747691327,-5.164719388,-24.03214286
+12/02/2017,0,0,0,0.2,0,-37.93,-51.58,-302.84,7.85,7.9,6.35,-0.356153061,-2.61030676,-4.906483418,-22.83053571
+13/02/2017,0,0,0,0,0,-37.93,-51.59,-302.86,7.25,5.7,5.5,-0.374897959,-2.747691327,-5.164719388,-24.03214286
+14/02/2017,0,0,0,0.2,0,-37.94,-51.59,-302.86,5.45,4.7,4.45,-0.374897959,-2.747691327,-5.164719388,-24.03214286
+15/02/2017,0,0,0,0,0,-37.95,-51.6,-302.87,6.6,4.15,5.15,-0.374897959,-2.747691327,-5.164719388,-24.03214286
+16/02/2017,0,0,0,0,0,-37.95,-51.6,-302.92,8.05,5.75,5.55,-0.374897959,-2.747691327,-5.164719388,-24.03214286
+17/02/2017,0,0,0,0.2,0,-37.95,-51.6,-303.01,7.8,7.05,6.4,-0.374897959,-2.747691327,-5.164719388,-24.03214286
+18/02/2017,8,5.6,3.8,4.2,5.2,-37.96,-51.6,-303.1,4.6,5.6,4.35,-0.374897959,-2.747691327,-5.164719388,-24.03214286
+19/02/2017,0,0,0,0,0.4,-37.96,-51.61,-303.12,4.2,3.45,3.7,-0.356153061,-2.61030676,-4.906483418,-22.83053571
+20/02/2017,0,0,0,0,0,-37.96,-51.61,-303.16,4.1,2.5,2.6,-0.374897959,-2.747691327,-5.164719388,-24.03214286
+21/02/2017,0,0,0,0.4,0.6,-37.97,-51.61,-303.2,5.95,4,4.3,-0.374897959,-2.747691327,-5.164719388,-24.03214286
+22/02/2017,0,0,0,0,0,-37.97,-51.61,-303.24,4.75,3.55,2.7,-0.374897959,-2.747691327,-5.164719388,-24.03214286
+23/02/2017,0,0.4,0.6,0.8,0,-37.98,-51.62,-303.29,7.5,7.5,5.9,-0.374897959,-2.747691327,-5.164719388,-24.03214286
+24/02/2017,0.4,1.8,2.8,2.6,0.4,-37.98,-51.62,-303.38,7.25,7.45,6.95,-0.374897959,-2.747691327,-5.164719388,-24.03214286
+25/02/2017,12.4,17.8,15.2,18.2,17.8,-37.98,-51.62,-303.41,4.65,5.35,4.25,-0.374897959,-2.747691327,-5.164719388,-24.03214286
+26/02/2017,0,0,0,0,0,,-51.62,-303.39,7.2,5.9,6.05,-0.356153061,-2.61030676,-4.906483418,-22.83053571
+27/02/2017,0,0,0,0.2,0,,-51.63,-303.43,7.85,6,6.25,-0.374897959,-2.747691327,-5.164719388,-24.03214286
+28/02/2017,0,0,0,0,0,,-51.63,-303.52,6.45,6.9,6.25,-0.374897959,-2.747691327,-5.164719388,-24.03214286
+01/03/2017,8.4,12.3,6.8,10.4,5.8,,-51.63,-303.55,6.5,7,5.95,-0.346097815,-2.405296566,-4.587648283,-21.54665973
+02/03/2017,0,0,0,0,0.4,,-51.64,-303.52,6.95,6.45,5.6,-0.346097815,-2.405296566,-4.587648283,-21.54665973
+03/03/2017,0,0,0,0,0,,-51.64,-303.55,7.8,8.05,6.55,-0.346097815,-2.405296566,-4.587648283,-21.54665973
+04/03/2017,0,0,0,0.2,0.2,,-51.64,-303.65,6.45,6.8,6.45,-0.346097815,-2.405296566,-4.587648283,-21.54665973
+05/03/2017,23.2,23,23.4,31,32.4,,-51.64,-303.68,4.85,5.2,4.5,-0.328792924,-2.285031738,-4.358265869,-20.46932674
+06/03/2017,5.2,3.6,3.2,4.6,10.6,,-51.63,-303.73,7.6,7.1,6.9,-0.346097815,-2.405296566,-4.587648283,-21.54665973
+07/03/2017,20.4,36.9,25.8,43.4,4.6,,-51.63,-303.82,5.6,6.35,5.7,-0.346097815,-2.405296566,-4.587648283,-21.54665973
+08/03/2017,0,0,0,0,0.2,,-51.63,-303.73,5.85,6.4,5.85,-0.346097815,-2.405296566,-4.587648283,-21.54665973
+09/03/2017,0,0,0,0,6.8,,-51.64,-303.73,10.55,8.65,10.35,-0.346097815,-2.405296566,-4.587648283,-21.54665973
+10/03/2017,0,0,0,0,8.2,,-51.64,-303.78,10.25,10.55,10.3,-0.346097815,-2.405296566,-4.587648283,-21.54665973
+11/03/2017,0,0,0,0,0,,-51.64,-303.8,6.4,5.9,6.2,-0.346097815,-2.405296566,-4.587648283,-21.54665973
+12/03/2017,0,0,0,0,0,,-51.64,-303.85,8.45,6.25,6.95,-0.328792924,-2.285031738,-4.358265869,-20.46932674
+13/03/2017,0,0,0,0,0,,-51.65,-303.84,6.7,5.85,5.6,-0.346097815,-2.405296566,-4.587648283,-21.54665973
+14/03/2017,0,0,0,0,0,,-51.66,-303.81,7.75,6.35,6.3,-0.346097815,-2.405296566,-4.587648283,-21.54665973
+15/03/2017,0,0,0,0,0,,-51.66,-303.84,9.4,8.15,7.8,-0.346097815,-2.405296566,-4.587648283,-21.54665973
+16/03/2017,0,0,0,0,0,,-51.66,-303.9,9.95,9.05,9.15,-0.346097815,-2.405296566,-4.587648283,-21.54665973
+17/03/2017,0,0,0,0,0,,,-303.96,10.95,9.3,9.6,-0.346097815,-2.405296566,-4.587648283,-21.54665973
+18/03/2017,0,0,0,0,0,,-51.67,-304.02,11,7.5,8.35,-0.346097815,-2.405296566,-4.587648283,-21.54665973
+19/03/2017,0,0,0,0,0,,-51.68,-304.07,9.9,11.15,8.45,-0.328792924,-2.285031738,-4.358265869,-20.46932674
+20/03/2017,0,0,0,0,0,,-51.68,-304.1,9.85,8.15,8.3,-0.346097815,-2.405296566,-4.587648283,-21.54665973
+21/03/2017,0,0,0,0,0,,-51.68,-304.15,11.5,10.2,9.8,-0.346097815,-2.405296566,-4.587648283,-21.54665973
+22/03/2017,0,0,0,0.2,0,,-51.69,-304.17,9.85,7.6,7.7,-0.346097815,-2.405296566,-4.587648283,-21.54665973
+23/03/2017,0,0.2,0.2,0.2,0.2,,-51.69,-304.16,10.4,9.35,8.9,-0.346097815,-2.405296566,-4.587648283,-21.54665973
+24/03/2017,0,0,0,0.4,0,,-51.69,-304.16,13.05,11.3,11.45,-0.346097815,-2.405296566,-4.587648283,-21.54665973
+25/03/2017,0,0,0,0,0,,-51.7,-304.2,13.15,11.15,11.05,-0.346097815,-2.405296566,-4.587648283,-21.54665973
+26/03/2017,7.2,3.2,6.8,2.4,4.4,,-51.7,-304.25,7.65,7.35,7.45,-0.328792924,-2.285031738,-4.358265869,-20.46932674
+27/03/2017,0.8,0,0.6,0,0.2,,-51.7,-304.28,5.5,4.35,5.2,-0.346097815,-2.405296566,-4.587648283,-21.54665973
+28/03/2017,0,0,0,0,0,,-51.71,-304.29,7.7,7.2,6.6,-0.346097815,-2.405296566,-4.587648283,-21.54665973
+29/03/2017,0,0,0,0,0,,-51.71,-304.31,11.25,9.75,9.4,-0.346097815,-2.405296566,-4.587648283,-21.54665973
+30/03/2017,0,0,0,0,0,,-51.72,-304.32,14.35,12.75,12.95,-0.346097815,-2.405296566,-4.587648283,-21.54665973
+31/03/2017,0,0,0,0,0,,-51.72,-304.37,14.1,12.15,12.55,-0.346097815,-2.405296566,-4.587648283,-21.54665973
+01/04/2017,0,0,0,0,0,,-51.72,-304.47,12.05,9.05,9.6,-0.340566667,-2.299644444,-4.6056,-22.02606667
+02/04/2017,0,0,0,0,0,,-51.72,-304.54,10.5,8.35,8.95,-0.323538333,-2.184662222,-4.37532,-20.92476333
+03/04/2017,0.4,0.4,0.4,0.6,0.4,,-51.73,-304.54,10.75,11.7,10.5,-0.340566667,-2.299644444,-4.6056,-22.02606667
+04/04/2017,0,0,0,0,0,,-51.73,-304.56,14.05,12.6,13.05,-0.340566667,-2.299644444,-4.6056,-22.02606667
+05/04/2017,0,0,0,0,0,,-51.73,-304.6,11.3,9.8,10.05,-0.340566667,-2.299644444,-4.6056,-22.02606667
+06/04/2017,10.6,3.4,17,4.6,6.2,,-51.73,-304.63,10.1,8.55,8.15,-0.340566667,-2.299644444,-4.6056,-22.02606667
+07/04/2017,1.2,2.8,0.6,6.6,1.8,,-51.74,-304.64,9.45,9.3,8.8,-0.340566667,-2.299644444,-4.6056,-22.02606667
+08/04/2017,0,0,0,0,0,,-51.74,-304.64,13.05,11.8,11.35,-0.340566667,-2.299644444,-4.6056,-22.02606667
+09/04/2017,0,0,0,0,0,,-51.75,-304.65,14.6,12.6,12.8,-0.323538333,-2.184662222,-4.37532,-20.92476333
+10/04/2017,0,0,0,0,0,,-51.75,-304.7,14.7,13,12.95,-0.340566667,-2.299644444,-4.6056,-22.02606667
+11/04/2017,0,0,0,0,0.8,,-51.75,-304.76,13.25,11.85,12,-0.340566667,-2.299644444,-4.6056,-22.02606667
+12/04/2017,0,0,0,0,0,,-51.75,-304.8,13.6,12.25,12.35,-0.340566667,-2.299644444,-4.6056,-22.02606667
+13/04/2017,0,0,0,0,0,,-51.76,-304.86,12.85,13.05,12.8,-0.340566667,-2.299644444,-4.6056,-22.02606667
+14/04/2017,0,0,0,0,0,,-51.76,-304.89,11.5,12.8,10.35,-0.340566667,-2.299644444,-4.6056,-22.02606667
+15/04/2017,0,0,0,0,0,,-51.76,-304.93,11.4,12.7,10.3,-0.340566667,-2.299644444,-4.6056,-22.02606667
+16/04/2017,0,0,0,0,0.4,,-51.76,-304.98,12.85,12.65,12.95,-0.323538333,-2.184662222,-4.37532,-20.92476333
+17/04/2017,0,0,0,0,0,,-51.77,-305.01,10.2,9.95,10.45,-0.340566667,-2.299644444,-4.6056,-22.02606667
+18/04/2017,0,0,0,0,0,,-51.77,-305.07,7.8,6.8,6.35,-0.340566667,-2.299644444,-4.6056,-22.02606667
+19/04/2017,11.6,10.2,10.6,9.6,10.6,,-51.77,-305.06,4.05,3.25,3.4,-0.340566667,-2.299644444,-4.6056,-22.02606667
+20/04/2017,0,0,0,0,0.4,,-51.78,-305.03,4.05,3.5,3.55,-0.340566667,-2.299644444,-4.6056,-22.02606667
+21/04/2017,0,0,0,0,0,,-51.78,-305.02,4.75,4.65,4.2,-0.340566667,-2.299644444,-4.6056,-22.02606667
+22/04/2017,0,0,0,0,0,,-51.78,-305.08,8.7,8.55,8.15,-0.340566667,-2.299644444,-4.6056,-22.02606667
+23/04/2017,0,0,0,0,0,,-51.78,-305.15,9.3,7.95,7.3,-0.323538333,-2.184662222,-4.37532,-20.92476333
+24/04/2017,0,0,0,0,0,,-51.79,-305.17,9.45,7.75,8.1,-0.340566667,-2.299644444,-4.6056,-22.02606667
+25/04/2017,0,0,0,0,0,,-51.79,-305.24,9.95,10.15,9.45,-0.340566667,-2.299644444,-4.6056,-22.02606667
+26/04/2017,0,0,0,0,0,,-51.79,-305.3,10.1,9.15,9.4,-0.340566667,-2.299644444,-4.6056,-22.02606667
+27/04/2017,0.2,6.8,4.2,8.6,10.6,,-51.79,-305.34,11.2,11.6,11,-0.340566667,-2.299644444,-4.6056,-22.02606667
+28/04/2017,5.6,23,14.2,26.8,22,,-51.79,-305.39,7.25,6.05,6.2,-0.340566667,-2.299644444,-4.6056,-22.02606667
+29/04/2017,0,0,0,0.2,0,,-51.8,-305.38,7.35,7,6.75,-0.340566667,-2.299644444,-4.6056,-22.02606667
+30/04/2017,0,0,0,0,0,,-51.8,-305.41,9.35,8.4,8.4,-0.323538333,-2.184662222,-4.37532,-20.92476333
+01/05/2017,0,0,0,0,0,,-51.81,-305.44,9.55,7.85,8.35,-0.300526882,-2.075548387,-4.342081512,-20.8016129
+02/05/2017,15.6,15.4,16,18,17.6,,-51.81,-305.44,9.35,8.4,8,-0.300526882,-2.075548387,-4.342081512,-20.8016129
+03/05/2017,0,0,0,0,0,,-51.81,-305.46,11.2,11.5,10.05,-0.300526882,-2.075548387,-4.342081512,-20.8016129
+04/05/2017,0,0.2,0,0.2,0.2,,-51.81,-305.51,11.95,10.6,10.45,-0.300526882,-2.075548387,-4.342081512,-20.8016129
+05/05/2017,0.4,1,0.8,1,0.6,,-51.82,-305.54,12.15,11.35,11.3,-0.300526882,-2.075548387,-4.342081512,-20.8016129
+06/05/2017,0,0,0,0,0,,-51.82,-305.59,13.5,11.95,12.25,-0.300526882,-2.075548387,-4.342081512,-20.8016129
+07/05/2017,6,10.7,4.8,12.4,9,-38.25,-51.82,-305.66,11.8,9.95,10.95,-0.285500538,-1.971770968,-4.124977437,-19.76153226
+08/05/2017,0,1.8,0,1.2,3,-38.26,-51.82,-305.69,13,10.75,11.95,-0.300526882,-2.075548387,-4.342081512,-20.8016129
+09/05/2017,1,0.6,11.6,1.4,0.8,-38.26,-51.83,-305.73,11.1,10.8,10.85,-0.300526882,-2.075548387,-4.342081512,-20.8016129
+10/05/2017,1.2,3.8,1.6,5,10.4,-38.27,-51.83,-305.75,12.15,11.1,10.25,-0.300526882,-2.075548387,-4.342081512,-20.8016129
+11/05/2017,0,0,0,0,0,-38.27,-51.83,-305.8,15.35,15.05,14,-0.300526882,-2.075548387,-4.342081512,-20.8016129
+12/05/2017,0,0,0,0.2,0.2,-38.27,-51.84,-305.82,14.75,13.8,14.25,-0.300526882,-2.075548387,-4.342081512,-20.8016129
+13/05/2017,0.4,1,1,1,0.6,,-51.84,-305.79,15.1,14.45,14.15,-0.300526882,-2.075548387,-4.342081512,-20.8016129
+14/05/2017,0,0,0.2,0,0,,-51.84,-305.76,15.2,13.9,14.6,-0.285500538,-1.971770968,-4.124977437,-19.76153226
+15/05/2017,0,0,0,0,0,,-51.85,-305.78,16.25,14.8,16.2,-0.300526882,-2.075548387,-4.342081512,-20.8016129
+16/05/2017,0,0,0,0,0.2,,-51.85,-305.81,15.3,15.15,15.5,-0.300526882,-2.075548387,-4.342081512,-20.8016129
+17/05/2017,0,0,0,0,0,,,-305.82,16.4,15.7,16.2,-0.300526882,-2.075548387,-4.342081512,-20.8016129
+18/05/2017,0,0,0,0,0,,,-305.84,16.5,15.55,15.35,-0.300526882,-2.075548387,-4.342081512,-20.8016129
+19/05/2017,0,0,0,0,0,,,-305.86,17,14.65,15.55,-0.300526882,-2.075548387,-4.342081512,-20.8016129
+20/05/2017,0,0,0,0,0,,,-305.89,13.6,13.65,13.85,-0.300526882,-2.075548387,-4.342081512,-20.8016129
+21/05/2017,0.4,0.4,0.8,0.4,1.2,,,-305.92,13.45,13.9,13.9,-0.285500538,-1.971770968,-4.124977437,-19.76153226
+22/05/2017,0.2,0,0,0,0,,,-305.94,16.35,14.8,15.1,-0.300526882,-2.075548387,-4.342081512,-20.8016129
+23/05/2017,0,0,0,0,0,,,-305.97,17.5,16.55,16.55,-0.300526882,-2.075548387,-4.342081512,-20.8016129
+24/05/2017,0,0,0,0,0,,,-305.99,18.7,16.95,17.6,-0.300526882,-2.075548387,-4.342081512,-20.8016129
+25/05/2017,0,0,0,0,0,,,-306.02,15.7,16.8,15.75,-0.300526882,-2.075548387,-4.342081512,-20.8016129
+26/05/2017,0,0,0,0,0,,,-306.04,14.75,15.05,14.6,-0.300526882,-2.075548387,-4.342081512,-20.8016129
+27/05/2017,0,0,0,0,0,,,-306.07,15.95,15,15.55,-0.300526882,-2.075548387,-4.342081512,-20.8016129
+28/05/2017,0,0,0,0,0,,,-306.1,17.75,17.8,17.45,-0.285500538,-1.971770968,-4.124977437,-19.76153226
+29/05/2017,0,0,0,0,0,,,-306.13,17.75,15.7,17.25,-0.300526882,-2.075548387,-4.342081512,-20.8016129
+30/05/2017,0,0,0,0,0,,,-306.15,18.7,17.3,18.55,-0.300526882,-2.075548387,-4.342081512,-20.8016129
+31/05/2017,0,0,0,0,0,,,-306.17,18.85,16.15,17.8,-0.300526882,-2.075548387,-4.342081512,-20.8016129
+01/06/2017,0,0,0,0,0,,,-306.2,19.25,15.9,17.45,-0.297322222,-2.042522222,-4.3312,-21.60095556
+02/06/2017,0,0,0,0,0,,,-306.25,18.9,15.25,16.65,-0.297322222,-2.042522222,-4.3312,-21.60095556
+03/06/2017,0,0,0,0,0,,,-306.29,18.45,16.35,17.4,-0.297322222,-2.042522222,-4.3312,-21.60095556
+04/06/2017,0,0,0,0,0,,,-306.33,19.1,17.65,17.45,-0.282456111,-1.940396111,-4.11464,-20.52090778
+05/06/2017,0,0,0,0,0,,,-306.37,19.25,16.85,17.7,-0.297322222,-2.042522222,-4.3312,-21.60095556
+06/06/2017,0,0.2,0,0,0,,,-306.4,17.5,16.7,16.5,-0.297322222,-2.042522222,-4.3312,-21.60095556
+07/06/2017,0,0,0,0,0,,,-306.4,16.8,16.7,16.4,-0.297322222,-2.042522222,-4.3312,-21.60095556
+08/06/2017,0,0,0,0,0,,,-306.38,18.15,16.65,17.4,-0.297322222,-2.042522222,-4.3312,-21.60095556
+09/06/2017,0,0,0,0,0,,,-306.41,19.3,17.45,17.8,-0.297322222,-2.042522222,-4.3312,-21.60095556
+10/06/2017,0,0,0,0,0,,,-306.43,19.7,17.95,18.95,-0.297322222,-2.042522222,-4.3312,-21.60095556
+11/06/2017,0,0,0,0,0,,,-306.45,20.6,19.8,20,-0.282456111,-1.940396111,-4.11464,-20.52090778
+12/06/2017,0,0,0,0,0,,,-306.48,21.55,19.5,20.4,-0.297322222,-2.042522222,-4.3312,-21.60095556
+13/06/2017,0,0,0,0,0,,,-306.52,23.2,20.45,21.7,-0.297322222,-2.042522222,-4.3312,-21.60095556
+14/06/2017,0,0,0,0,0,,,-306.55,23.2,21.45,22.1,-0.297322222,-2.042522222,-4.3312,-21.60095556
+15/06/2017,0,0,0,0,0,,,-306.57,22.85,20.45,21.55,-0.297322222,-2.042522222,-4.3312,-21.60095556
+16/06/2017,0,0,0.2,0,0,,,-306.6,23.45,22.1,22.05,-0.297322222,-2.042522222,-4.3312,-21.60095556
+17/06/2017,0,0,0.2,0,0,,,-306.64,22.6,22.05,22.2,-0.297322222,-2.042522222,-4.3312,-21.60095556
+18/06/2017,0,0,0,0,0,,,-306.64,17.9,17.1,17.7,-0.282456111,-1.940396111,-4.11464,-20.52090778
+19/06/2017,0,0,0,0,0,,,-306.63,19.35,20.05,18.9,-0.297322222,-2.042522222,-4.3312,-21.60095556
+20/06/2017,0,0,0,0,0,,,-306.66,21.85,20.65,20.6,-0.297322222,-2.042522222,-4.3312,-21.60095556
+21/06/2017,0,0,0,0,0,,,-306.72,21.65,19.7,20.6,-0.297322222,-2.042522222,-4.3312,-21.60095556
+22/06/2017,0,0,0,0,0,,,-306.73,23.65,20.9,22.3,-0.297322222,-2.042522222,-4.3312,-21.60095556
+23/06/2017,0,0,0,0,0,,,-306.75,24.4,21.45,22.15,-0.297322222,-2.042522222,-4.3312,-21.60095556
+24/06/2017,0,0,0,0,0,,,-306.79,24.5,22.7,22.35,-0.297322222,-2.042522222,-4.3312,-21.60095556
+25/06/2017,0,0,0,0,0,,,-306.84,22.95,20.3,21.05,-0.282456111,-1.940396111,-4.11464,-20.52090778
+26/06/2017,0,0,0,0,0,,,-306.88,23.8,21.55,21.95,-0.297322222,-2.042522222,-4.3312,-21.60095556
+27/06/2017,0,0,0,0,0,,,-306.93,23.65,21.25,21.55,-0.297322222,-2.042522222,-4.3312,-21.60095556
+28/06/2017,0,0,0,0,0,,,-307,21.3,20.1,19.8,-0.297322222,-2.042522222,-4.3312,-21.60095556
+29/06/2017,17.4,5.7,5.6,4.4,9.4,,,-307.02,19.9,19,19.1,-0.297322222,-2.042522222,-4.3312,-21.60095556
+30/06/2017,0,0.2,0.4,0.6,1,,,-307,15.6,14.5,14.8,-0.297322222,-2.042522222,-4.3312,-21.60095556
+01/07/2017,5.8,8.6,6.6,9.8,11.6,,,-307,16.45,15.8,16.25,-0.26119667,-1.645629553,-3.95343541,-20.56345473
+02/07/2017,0,0,0,0,0,,,-307.02,18.2,16.95,17.45,-0.248136837,-1.563348075,-3.755763639,-19.535282
+03/07/2017,0,0.4,0.6,0.2,2.2,,,-307.01,20.4,19.65,19.95,-0.26119667,-1.645629553,-3.95343541,-20.56345473
+04/07/2017,0,0,0,0,0,,,-307.01,22.6,21.35,21.05,-0.26119667,-1.645629553,-3.95343541,-20.56345473
+05/07/2017,0,0,0,0,0,,,-307.04,24.75,22.3,22.75,-0.26119667,-1.645629553,-3.95343541,-20.56345473
+06/07/2017,0,0,0,0,0,,,-307.07,23.45,23.05,22.55,-0.26119667,-1.645629553,-3.95343541,-20.56345473
+07/07/2017,0,0,0,0,0,,,-307.1,24,23.25,22.7,-0.26119667,-1.645629553,-3.95343541,-20.56345473
+08/07/2017,0,0,0,0,0,,,-307.15,26.1,23.9,24,-0.26119667,-1.645629553,-3.95343541,-20.56345473
+09/07/2017,0,0,0,0,0,,,-307.2,26.5,23.05,23.9,-0.248136837,-1.563348075,-3.755763639,-19.535282
+10/07/2017,0,0,0,0,0,,,-307.24,23.65,21,22.2,-0.26119667,-1.645629553,-3.95343541,-20.56345473
+11/07/2017,0,0,0,0,0,,,-307.24,23.65,21.4,22,-0.26119667,-1.645629553,-3.95343541,-20.56345473
+12/07/2017,0,0,0,0,0,,,-307.28,24.2,21.55,22.7,-0.26119667,-1.645629553,-3.95343541,-20.56345473
+13/07/2017,0,0,0,0,0,,,-307.32,24.8,23.6,23.85,-0.26119667,-1.645629553,-3.95343541,-20.56345473
+14/07/2017,0,0,0,0,0,,,-307.38,23.35,22.55,22.45,-0.26119667,-1.645629553,-3.95343541,-20.56345473
+15/07/2017,0,0,0,0,0,,,-307.4,21.75,22.75,21.95,-0.26119667,-1.645629553,-3.95343541,-20.56345473
+16/07/2017,0,0,0,0,0.2,,,-307.39,18,18.3,18.25,-0.248136837,-1.563348075,-3.755763639,-19.535282
+17/07/2017,0,0,0,0,0,,,-307.4,18.7,17.75,18.6,-0.26119667,-1.645629553,-3.95343541,-20.56345473
+18/07/2017,0,0,0,0,0,,,-307.42,21.7,19.25,19.75,-0.26119667,-1.645629553,-3.95343541,-20.56345473
+19/07/2017,0,0,0,0,0,,,-307.46,22.5,19.65,20.9,-0.26119667,-1.645629553,-3.95343541,-20.56345473
+20/07/2017,0,0,0,0,0,,,-307.51,22.85,20.15,21.75,-0.26119667,-1.645629553,-3.95343541,-20.56345473
+21/07/2017,0,0,0,0,0,,,-307.55,23.9,19.95,21.65,-0.26119667,-1.645629553,-3.95343541,-20.56345473
+22/07/2017,0,0,0,0,0,,,-307.58,24.6,21.7,22.2,-0.26119667,-1.645629553,-3.95343541,-20.56345473
+23/07/2017,0,0,0,0,0,,,-307.59,23.65,22.05,22.05,-0.248136837,-1.563348075,-3.755763639,-19.535282
+24/07/2017,0.4,0,0,0,0.2,,,-307.69,20.75,21.15,20.3,-0.26119667,-1.645629553,-3.95343541,-20.56345473
+25/07/2017,25.4,45.6,52.8,21.6,29.2,,,-307.75,19.05,18.3,18.2,-0.26119667,-1.645629553,-3.95343541,-20.56345473
+26/07/2017,0.4,0.2,0.6,0,0.4,,,-307.76,18.95,16.9,17.45,-0.26119667,-1.645629553,-3.95343541,-20.56345473
+27/07/2017,0,0,0.2,0.2,0.2,,,-307.74,19.95,17.9,18.5,-0.26119667,-1.645629553,-3.95343541,-20.56345473
+28/07/2017,0,0,0,0,0,,,-307.74,21.2,19.6,19.95,-0.26119667,-1.645629553,-3.95343541,-20.56345473
+29/07/2017,0,0,0,0,0,,,-307.73,23.15,20.35,21.35,-0.26119667,-1.645629553,-3.95343541,-20.56345473
+30/07/2017,0,0,0,0,0,,,-307.77,23,20.85,22.1,-0.248136837,-1.563348075,-3.755763639,-19.535282
+31/07/2017,0,0,0,0,0,,,-307.79,25.5,23.4,24.15,-0.26119667,-1.645629553,-3.95343541,-20.56345473
+01/08/2017,0,0,0,0,0,,,-307.81,29.2,25.2,26.5,-0.246201873,-1.695150884,-3.896795005,-20.35516129
+02/08/2017,0,0,0,0,0,,,-307.83,28.8,26.15,26.35,-0.246201873,-1.695150884,-3.896795005,-20.35516129
+03/08/2017,0,0,0,0,0,,,-307.88,30.15,28.2,28,-0.246201873,-1.695150884,-3.896795005,-20.35516129
+04/08/2017,0,0,0,0,0,,,-307.93,29.8,26.75,27.3,-0.246201873,-1.695150884,-3.896795005,-20.35516129
+05/08/2017,0,0,0,0,0,,,-307.98,29.1,25.55,26.4,-0.246201873,-1.695150884,-3.896795005,-20.35516129
+06/08/2017,0,0,0,0,0,,,-308.01,27.9,25.45,25.55,-0.233891779,-1.61039334,-3.701955255,-19.33740323
+07/08/2017,0,0,0,0,0,,,-308.04,26.8,24.2,24.55,-0.246201873,-1.695150884,-3.896795005,-20.35516129
+08/08/2017,0,0,0,0,0,,,-308.07,26.35,22.65,23.95,-0.246201873,-1.695150884,-3.896795005,-20.35516129
+09/08/2017,0,0,0,0,0,,,-308.1,26.85,25.3,25.25,-0.246201873,-1.695150884,-3.896795005,-20.35516129
+10/08/2017,0,0,0,0,0,,,-308.13,24,22.15,22.8,-0.246201873,-1.695150884,-3.896795005,-20.35516129
+11/08/2017,1,0,0,0,0,,,-308.18,19.15,18.25,17.7,-0.246201873,-1.695150884,-3.896795005,-20.35516129
+12/08/2017,5.4,9,5,8.6,6.8,,,-308.2,14.75,15.7,15.25,-0.246201873,-1.695150884,-3.896795005,-20.35516129
+13/08/2017,2.2,2,1,2,1.6,,,-308.2,19.6,18.85,18.7,-0.233891779,-1.61039334,-3.701955255,-19.33740323
+14/08/2017,0,0,0,0,0,,,-308.21,22.15,19.75,20.3,-0.246201873,-1.695150884,-3.896795005,-20.35516129
+15/08/2017,0,0,0,0,0,,,-308.23,23.15,21.15,21.7,-0.246201873,-1.695150884,-3.896795005,-20.35516129
+16/08/2017,0,0,0,0,0,,,-308.28,24.45,22.75,22.5,-0.246201873,-1.695150884,-3.896795005,-20.35516129
+17/08/2017,0,0,0,0,0,,,-308.32,24.6,23,23.4,-0.246201873,-1.695150884,-3.896795005,-20.35516129
+18/08/2017,0,0,0,0,0,,,-308.35,27.05,24.05,24.45,-0.246201873,-1.695150884,-3.896795005,-20.35516129
+19/08/2017,0,0,0,0,0,,,-308.4,24.65,21.8,22.5,-0.246201873,-1.695150884,-3.896795005,-20.35516129
+20/08/2017,0,0,0,0,0,,,-308.44,20.85,19.3,19.65,-0.233891779,-1.61039334,-3.701955255,-19.33740323
+21/08/2017,0,0,0,0,0,,,-308.45,18.5,18.45,18.65,-0.246201873,-1.695150884,-3.896795005,-20.35516129
+22/08/2017,0,0,0,0,0,,,-308.47,18.95,18.8,18.9,-0.246201873,-1.695150884,-3.896795005,-20.35516129
+23/08/2017,0,0,0,0,0,,,-308.51,21.75,19.3,20,-0.246201873,-1.695150884,-3.896795005,-20.35516129
+24/08/2017,0,0,0,0,0,,,-308.42,23.15,20.45,21.55,-0.246201873,-1.695150884,-3.896795005,-20.35516129
+25/08/2017,0,0,0,0,0,,,-308.32,23.6,20.95,22.1,-0.246201873,-1.695150884,-3.896795005,-20.35516129
+26/08/2017,0,0,0.2,0,0,,,-308.35,25.55,21.85,23.4,-0.246201873,-1.695150884,-3.896795005,-20.35516129
+27/08/2017,0,0,0.2,0,0,,,-308.4,25.55,24.4,23.7,-0.233891779,-1.61039334,-3.701955255,-19.33740323
+28/08/2017,0,0,0,0,0,,,-308.44,26.4,26.1,26.3,-0.246201873,-1.695150884,-3.896795005,-20.35516129
+29/08/2017,0,0,1.2,0,0,,,-308.47,24.5,22.6,23.15,-0.246201873,-1.695150884,-3.896795005,-20.35516129
+30/08/2017,0,0,0,0,0,,,-308.5,24.85,22.4,23.3,-0.246201873,-1.695150884,-3.896795005,-20.35516129
+31/08/2017,0,0,0,0,0,,,-308.52,24.4,22.25,22.7,-0.246201873,-1.695150884,-3.896795005,-20.35516129
+01/09/2017,34.4,28.5,29.4,21,12,,,-308.57,20.15,19.25,19.15,-0.230761905,-1.954345238,-3.804974359,-20.76096667
+02/09/2017,3.6,0.2,0.2,0,0.6,,,-308.64,16.45,16,14.95,-0.230761905,-1.954345238,-3.804974359,-20.76096667
+03/09/2017,5.4,12.8,5.4,14.2,4.8,,,-308.67,13.4,13,13.8,-0.21922381,-1.856627976,-3.614725641,-19.72291833
+04/09/2017,0,0,0,0,0,,,-308.64,16.3,14.55,14.55,-0.230761905,-1.954345238,-3.804974359,-20.76096667
+05/09/2017,0,0,0.2,0,0,,,-308.63,18,16.2,16.9,-0.230761905,-1.954345238,-3.804974359,-20.76096667
+06/09/2017,0,0,0,0,0,,,-308.67,18.95,17.35,17.15,-0.230761905,-1.954345238,-3.804974359,-20.76096667
+07/09/2017,0,0,0,0,0,,,-308.76,19.4,18.7,17.5,-0.230761905,-1.954345238,-3.804974359,-20.76096667
+08/09/2017,0.4,0,1,0.8,2.4,,,-308.8,17.6,15.85,16.35,-0.230761905,-1.954345238,-3.804974359,-20.76096667
+09/09/2017,1.8,0,30.6,0,0.6,,,-308.86,15.8,14.35,13.6,-0.230761905,-1.954345238,-3.804974359,-20.76096667
+10/09/2017,14.8,13.7,20.4,15.2,23.6,,,-308.93,15.35,15.3,14.8,-0.21922381,-1.856627976,-3.614725641,-19.72291833
+11/09/2017,1.4,10.2,6,11.6,11.6,,,-308.97,15.25,15.25,15.3,-0.230761905,-1.954345238,-3.804974359,-20.76096667
+12/09/2017,0,1.6,0.2,0.4,3.4,,,-308.92,16,14.95,14.25,-0.230761905,-1.954345238,-3.804974359,-20.76096667
+13/09/2017,0,0,0,0.2,0,,,-308.86,16.05,14.45,14.45,-0.230761905,-1.954345238,-3.804974359,-20.76096667
+14/09/2017,0,0,0,0,0,,,-308.9,16.6,14.35,14.75,-0.230761905,-1.954345238,-3.804974359,-20.76096667
+15/09/2017,0,0,0,0,0.4,,,-308.97,17.6,17,16.65,-0.230761905,-1.954345238,-3.804974359,-20.76096667
+16/09/2017,11,6.4,22.8,7.2,14.6,,,-309.02,15.85,14.15,15.5,-0.230761905,-1.954345238,-3.804974359,-20.76096667
+17/09/2017,14,13.9,14.8,13.6,14.6,,,-309.02,13.35,12.2,12.05,-0.21922381,-1.856627976,-3.614725641,-19.72291833
+18/09/2017,0,0,0,0.2,0,,,-309.03,14.45,12.35,13.15,-0.230761905,-1.954345238,-3.804974359,-20.76096667
+19/09/2017,9,13.8,12.6,13.8,14.8,,,-309.11,10.8,10.15,10.55,-0.230761905,-1.954345238,-3.804974359,-20.76096667
+20/09/2017,1,7.7,12.6,4.8,7.4,,,-309.1,10.65,10.65,11,-0.230761905,-1.954345238,-3.804974359,-20.76096667
+21/09/2017,0,0,0,0.2,0,,,-309.08,12.4,10.45,11.3,-0.230761905,-1.954345238,-3.804974359,-20.76096667
+22/09/2017,0,0,0,0,0,,,-309.09,13.55,11.1,11.95,-0.230761905,-1.954345238,-3.804974359,-20.76096667
+23/09/2017,0,0,0.2,0.2,0,,,-309.12,14.05,12.3,12.7,-0.230761905,-1.954345238,-3.804974359,-20.76096667
+24/09/2017,0,0,0.2,0,0,,,-309.18,13.15,11.15,11.7,-0.21922381,-1.856627976,-3.614725641,-19.72291833
+25/09/2017,1.4,2.4,4,4.6,9.4,,,-309.22,12.55,11.8,12.25,-0.230761905,-1.954345238,-3.804974359,-20.76096667
+26/09/2017,0,0,0.2,0.2,0.2,,,-309.23,13.2,12,12.3,-0.230761905,-1.954345238,-3.804974359,-20.76096667
+27/09/2017,0,0,0.2,0.2,0.2,,,-309.23,14,12.75,13.1,-0.230761905,-1.954345238,-3.804974359,-20.76096667
+28/09/2017,0,0,0.2,0.4,0.2,,,-309.24,14.9,13.2,13.7,-0.230761905,-1.954345238,-3.804974359,-20.76096667
+29/09/2017,0,0,0,0,0,,,-309.29,13.55,12.1,12.95,-0.230761905,-1.954345238,-3.804974359,-20.76096667
+30/09/2017,0,0,0,0,0,,,-309.34,13.7,12,13.55,-0.230761905,-1.954345238,-3.804974359,-20.76096667
+01/10/2017,0,0,0,0,0,,,-309.37,13.95,12.6,12.5,-0.20844641,-1.506387617,-3.480983871,-18.94294069
+02/10/2017,0,0,0,0,0,,,-309.38,15.85,13.05,14.8,-0.219417274,-1.585671176,-3.664193548,-19.93993757
+03/10/2017,0,0,0.4,0,0.8,,,-309.41,15.25,12.35,12.8,-0.219417274,-1.585671176,-3.664193548,-19.93993757
+04/10/2017,0,0,0,0,0,,,-309.42,16.45,14.5,15,-0.219417274,-1.585671176,-3.664193548,-19.93993757
+05/10/2017,0,0,0.2,0.2,0,,,-309.48,16.4,14.45,15.25,-0.219417274,-1.585671176,-3.664193548,-19.93993757
+06/10/2017,0,0,0.2,0.2,0.4,,,-309.6,12.05,14.15,12.15,-0.219417274,-1.585671176,-3.664193548,-19.93993757
+07/10/2017,2.4,12.6,1.4,7.8,4.4,,,-309.56,10.05,9.05,9.35,-0.219417274,-1.585671176,-3.664193548,-19.93993757
+08/10/2017,0,0,0,0,0,,,-309.59,12.55,10.1,10.4,-0.20844641,-1.506387617,-3.480983871,-18.94294069
+09/10/2017,0,0,0,0.4,0.2,,,-309.63,13.05,13.3,12.15,-0.219417274,-1.585671176,-3.664193548,-19.93993757
+10/10/2017,0,0,0,0.2,0.4,,,-309.63,13.95,12.5,12.2,-0.219417274,-1.585671176,-3.664193548,-19.93993757
+11/10/2017,0,0,0.2,0.2,0,,,-309.62,14.45,12.55,12.75,-0.219417274,-1.585671176,-3.664193548,-19.93993757
+12/10/2017,0,0,0.2,0,0,,,-309.63,14.3,12.95,12.9,-0.219417274,-1.585671176,-3.664193548,-19.93993757
+13/10/2017,0,0,0.2,0.2,0.4,,,-309.65,15.9,13.1,13.6,-0.219417274,-1.585671176,-3.664193548,-19.93993757
+14/10/2017,0,0,0.2,0,0,,,-309.67,16.75,13.5,14.9,-0.219417274,-1.585671176,-3.664193548,-19.93993757
+15/10/2017,0,0,0.2,0,0,,,-309.69,17.3,14,15.4,-0.20844641,-1.506387617,-3.480983871,-18.94294069
+16/10/2017,0,0,0,0,0,,,-309.72,17.35,13.95,15.45,-0.219417274,-1.585671176,-3.664193548,-19.93993757
+17/10/2017,0,0,0,0,0,,,-309.79,16.1,13.3,14.7,-0.219417274,-1.585671176,-3.664193548,-19.93993757
+18/10/2017,0,0,0,0,0,,,-309.86,14.5,11.8,13.35,-0.219417274,-1.585671176,-3.664193548,-19.93993757
+19/10/2017,0,0,0,0,0,,,-309.91,13.7,11.35,12.4,-0.219417274,-1.585671176,-3.664193548,-19.93993757
+20/10/2017,0,0,0.2,0,0,,,-309.93,14.45,12.15,13.75,-0.219417274,-1.585671176,-3.664193548,-19.93993757
+21/10/2017,0,0,0.2,0,0,,,-309.94,14.75,12.7,13.35,-0.219417274,-1.585671176,-3.664193548,-19.93993757
+22/10/2017,0,0,0,0,0,,,-310.03,14.05,13.85,13.15,-0.20844641,-1.506387617,-3.480983871,-18.94294069
+23/10/2017,0,1,0.4,0.2,0.6,,,-310.08,8.65,9.2,8.95,-0.219417274,-1.585671176,-3.664193548,-19.93993757
+24/10/2017,0,0,0,0,0,,,-310.06,11.7,9.65,11.2,-0.219417274,-1.585671176,-3.664193548,-19.93993757
+25/10/2017,0,0,0,0,0,,,-310.05,12.45,12.55,11.95,-0.219417274,-1.585671176,-3.664193548,-19.93993757
+26/10/2017,0,0,0,0,0,,,-310.04,15.5,12.6,14.6,-0.219417274,-1.585671176,-3.664193548,-19.93993757
+27/10/2017,0,0,0,0,0,,,-310.14,12.25,10.85,11.55,-0.219417274,-1.585671176,-3.664193548,-19.93993757
+28/10/2017,0,0,0,0,0,,,-310.18,11,10.15,10,-0.219417274,-1.585671176,-3.664193548,-19.93993757
+29/10/2017,0,0,0,0,0,,,-310.26,10.4,8.45,8.8,-0.20844641,-1.506387617,-3.480983871,-18.94294069
+30/10/2017,0,0,0,0.2,0,,,-310.28,10.35,9.4,9.3,-0.219417274,-1.585671176,-3.664193548,-19.93993757
+31/10/2017,0,0,0,0,0.2,,,-310.23,10.4,9.15,9.7,-0.219417274,-1.585671176,-3.664193548,-19.93993757
+01/11/2017,0,0,0,0.2,0,,,-310.25,9.75,7.8,9.1,-0.2036,-2.171277778,-3.641555556,-20.35956667
+02/11/2017,0,0,0.4,0,0,,,-310.28,10.5,8.35,8.75,-0.2036,-2.171277778,-3.641555556,-20.35956667
+03/11/2017,0,0.2,0,0.4,0.8,,,-310.35,12.55,10.6,10.8,-0.2036,-2.171277778,-3.641555556,-20.35956667
+04/11/2017,0,4.9,0.2,2.2,0.8,,,-310.37,11.3,10.2,10.6,-0.2036,-2.171277778,-3.641555556,-20.35956667
+05/11/2017,0,0,0,0.2,0.2,,,-310.45,10.1,10.55,9.5,-0.19342,-2.062713889,-3.459477778,-19.34158833
+06/11/2017,23.8,13,8.4,14.8,16,,,-310.53,6.75,7.75,6.6,-0.2036,-2.171277778,-3.641555556,-20.35956667
+07/11/2017,0.2,2,0,2,1.2,,,-310.53,5.85,4.9,4.7,-0.2036,-2.171277778,-3.641555556,-20.35956667
+08/11/2017,0,0,0,0.2,0,,,-310.51,7,5.7,6.3,-0.2036,-2.171277778,-3.641555556,-20.35956667
+09/11/2017,0,0.4,0,1,0,,,-310.5,7.45,7.9,6.75,-0.2036,-2.171277778,-3.641555556,-20.35956667
+10/11/2017,0.8,1.8,1.4,2.4,1.2,,,-310.53,7.9,7.35,6.7,-0.2036,-2.171277778,-3.641555556,-20.35956667
+11/11/2017,0,0.2,0,0.4,0,,,-310.58,9.1,7.25,7.95,-0.2036,-2.171277778,-3.641555556,-20.35956667
+12/11/2017,0,0,0,0,0,,,-310.66,7.85,5.75,6.1,-0.19342,-2.062713889,-3.459477778,-19.34158833
+13/11/2017,28.8,32.2,16.6,23.8,10.6,,,-310.81,4.4,4.3,4.5,-0.2036,-2.171277778,-3.641555556,-20.35956667
+14/11/2017,28.2,17,14.8,14.2,23,,,-310.73,2.8,4.55,2.65,-0.2036,-2.171277778,-3.641555556,-20.35956667
+15/11/2017,0.6,3.2,0,9,6.8,,,-310.7,4.15,5.75,4,-0.2036,-2.171277778,-3.641555556,-20.35956667
+16/11/2017,0.4,0.2,0.8,0.2,3.2,,,-310.69,6.55,6.45,6.5,-0.2036,-2.171277778,-3.641555556,-20.35956667
+17/11/2017,0,0,0,0,0,,,-310.72,7.4,7,7.3,-0.2036,-2.171277778,-3.641555556,-20.35956667
+18/11/2017,0,0,0,0,0,,,-310.75,5.4,5.25,4.35,-0.2036,-2.171277778,-3.641555556,-20.35956667
+19/11/2017,0,0,0,0,0,,,-310.78,6.75,5.4,5.2,-0.19342,-2.062713889,-3.459477778,-19.34158833
+20/11/2017,0,0,0,0,0,,,-310.76,7.05,4.7,5.5,-0.2036,-2.171277778,-3.641555556,-20.35956667
+21/11/2017,0,0.2,0,0,0,,,-310.77,7.75,6.45,6.15,-0.2036,-2.171277778,-3.641555556,-20.35956667
+22/11/2017,0,0,0,0.2,0,,,-310.79,7.25,8.55,6.6,-0.2036,-2.171277778,-3.641555556,-20.35956667
+23/11/2017,0,0,0,0,0,,,-310.82,8.1,9.85,7.15,-0.2036,-2.171277778,-3.641555556,-20.35956667
+24/11/2017,0,0,0,0.2,0,,,-310.83,9.95,10.7,8.75,-0.2036,-2.171277778,-3.641555556,-20.35956667
+25/11/2017,0,0,0,0,0,,,-310.91,9.65,9.75,9.15,-0.2036,-2.171277778,-3.641555556,-20.35956667
+26/11/2017,1.2,18.5,8.4,20,8.6,,,-310.99,5.1,4.8,5.2,-0.19342,-2.062713889,-3.459477778,-19.34158833
+27/11/2017,0.4,1,0,1.2,1.6,,,-310.95,1.4,0.15,0.6,-0.2036,-2.171277778,-3.641555556,-20.35956667
+28/11/2017,0,0,0,0,0,,,-311,2.05,1.3,1.15,-0.2036,-2.171277778,-3.641555556,-20.35956667
+29/11/2017,4.4,15.6,10.2,17.2,13,,,-311.12,5.2,5.6,4.95,-0.2036,-2.171277778,-3.641555556,-20.35956667
+30/11/2017,14.6,19,22.8,22.6,23,,,-311.18,2.75,2.1,2.1,-0.2036,-2.171277778,-3.641555556,-20.35956667
+01/12/2017,0,8,1.2,5.8,4.8,,,-311.15,2.1,0.95,0.6,-0.188917794,-2.115671176,-3.359834574,-19.46225806
+02/12/2017,0,0.6,0,1.2,0.4,,,-311.17,1.7,2.45,1.15,-0.188917794,-2.115671176,-3.359834574,-19.46225806
+03/12/2017,0,0,0,0.2,0,,,-311.15,0.7,0.55,0.8,-0.179471904,-2.009887617,-3.191842845,-18.48914516
+04/12/2017,0,0,0,0,0,,,-311.09,1.25,-0.25,1.45,-0.188917794,-2.115671176,-3.359834574,-19.46225806
+05/12/2017,0,0,0,0,0,,,-311.04,6,3.45,4.85,-0.188917794,-2.115671176,-3.359834574,-19.46225806
+06/12/2017,0,0,0,0,0,,,-311.05,4.3,4.3,2.95,-0.188917794,-2.115671176,-3.359834574,-19.46225806
+07/12/2017,0,0.2,0,0.2,0,,,-311.1,5,4.15,2.75,-0.188917794,-2.115671176,-3.359834574,-19.46225806
+08/12/2017,0,0,0,0,0,,,-311.22,6,6.6,6.3,-0.188917794,-2.115671176,-3.359834574,-19.46225806
+09/12/2017,10.6,20,18.8,20.2,12.8,,,-311.35,2.45,-0.05,0.95,-0.188917794,-2.115671176,-3.359834574,-19.46225806
+10/12/2017,0,1.2,0,0.4,0,,,-311.34,1.9,0.45,1.1,-0.179471904,-2.009887617,-3.191842845,-18.48914516
+11/12/2017,7.8,31.4,24.8,30.2,36.4,,,-311.44,8.8,9.4,8.6,-0.188917794,-2.115671176,-3.359834574,-19.46225806
+12/12/2017,1,3,0,3.6,2.4,,,-311.41,7.45,7.6,7.3,-0.188917794,-2.115671176,-3.359834574,-19.46225806
+13/12/2017,18,19.6,15.4,19.2,13,,,-311.38,5.5,4.65,5.05,-0.188917794,-2.115671176,-3.359834574,-19.46225806
+14/12/2017,0,0.2,0,0.2,0.2,,,-311.44,6.25,5.75,6.1,-0.188917794,-2.115671176,-3.359834574,-19.46225806
+15/12/2017,0.2,1.4,0.6,1.8,0.6,,,-311.55,5.3,5.9,5.3,-0.188917794,-2.115671176,-3.359834574,-19.46225806
+16/12/2017,30.2,54.3,45.4,48.8,38,,,-311.57,2.3,2.55,1.95,-0.188917794,-2.115671176,-3.359834574,-19.46225806
+17/12/2017,10,3.4,11.8,2.6,6.8,,,-311.5,0.5,0.6,-0.05,-0.179471904,-2.009887617,-3.191842845,-18.48914516
+18/12/2017,12.8,8.6,0,6.2,0,,,-311.46,0.75,-0.7,-0.5,-0.188917794,-2.115671176,-3.359834574,-19.46225806
+19/12/2017,1,3.4,0,3.2,0,,,-311.45,-1.9,-1.5,-2.3,-0.188917794,-2.115671176,-3.359834574,-19.46225806
+20/12/2017,0,0.2,0,1.4,0,,,-311.46,-1.4,-1.35,-1.55,-0.188917794,-2.115671176,-3.359834574,-19.46225806
+21/12/2017,0,0,0,0.8,0,,,-311.48,0.65,0,-0.15,-0.188917794,-2.115671176,-3.359834574,-19.46225806
+22/12/2017,0,0,0,0,0.2,,,-311.52,5.55,4.8,4.55,-0.188917794,-2.115671176,-3.359834574,-19.46225806
+23/12/2017,0,0,0,0,0,,,-311.52,6.9,4.6,6.1,-0.188917794,-2.115671176,-3.359834574,-19.46225806
+24/12/2017,0,0,0,0,0,,,-311.54,6.45,6.7,5.45,-0.179471904,-2.009887617,-3.191842845,-18.48914516
+25/12/2017,0,0,0,0,0,,,-311.59,5.55,6,3.2,-0.188917794,-2.115671176,-3.359834574,-19.46225806
+26/12/2017,0,0,0,0.4,0,,,-311.7,5.05,5.15,4.4,-0.188917794,-2.115671176,-3.359834574,-19.46225806
+27/12/2017,11.2,15.8,16.2,19.2,20.6,,,-311.91,4.7,5,4.9,-0.188917794,-2.115671176,-3.359834574,-19.46225806
+28/12/2017,40.6,44.2,48.2,47.6,32.4,,,-312.01,1.5,2.1,1.7,-0.188917794,-2.115671176,-3.359834574,-19.46225806
+29/12/2017,2.6,5.4,2.4,4.6,0,,,-311.88,1.1,0.7,0.75,-0.188917794,-2.115671176,-3.359834574,-19.46225806
+30/12/2017,0,2.2,0,3.2,1.2,,,-311.82,3.7,4.1,3.9,-0.188917794,-2.115671176,-3.359834574,-19.46225806
+31/12/2017,0,0.2,0,0.6,7.6,,,-311.79,6.8,6.85,6.05,-0.179471904,-2.009887617,-3.191842845,-18.48914516
+01/01/2018,0.2,1,0.2,1.8,0.8,,,-311.88,6.9,6.85,6.35,-0.198730489,-1.935691988,-3.335150884,-19.341436
+02/01/2018,8.6,9.6,3.8,8,6.8,,,-311.92,4.9,3.6,3.6,-0.198730489,-1.935691988,-3.335150884,-19.341436
+03/01/2018,0,0,0,0,0.4,,,-311.93,6.05,4.45,4.45,-0.198730489,-1.935691988,-3.335150884,-19.341436
+04/01/2018,0,0.2,0,0.2,0.2,,,-311.99,8.25,6.9,7.45,-0.198730489,-1.935691988,-3.335150884,-19.341436
+05/01/2018,0,0,0,0,0.2,,,-312,8.9,8.45,7.35,-0.198730489,-1.935691988,-3.335150884,-19.341436
+06/01/2018,0,0.4,0.4,0.6,0,,,-312,8.3,8.35,7.15,-0.198730489,-1.935691988,-3.335150884,-19.341436
+07/01/2018,0,0,0,0,0,,,-311.99,9.95,10.8,8.8,-0.188793965,-1.838907388,-3.16839334,-18.3743642
+08/01/2018,0,0,0,0,0,,,-311.98,11.2,11.75,9.2,-0.198730489,-1.935691988,-3.335150884,-19.341436
+09/01/2018,7.8,4.5,17,5.8,3.8,,,-312.01,6.6,6.5,6.45,-0.198730489,-1.935691988,-3.335150884,-19.341436
+10/01/2018,10.6,13,20.6,12,7.4,,,-312.08,5.15,5.1,4.5,-0.198730489,-1.935691988,-3.335150884,-19.341436
+11/01/2018,18.8,13.2,18.8,14,4.6,,,-312.17,3.15,3.8,2.9,-0.198730489,-1.935691988,-3.335150884,-19.341436
+12/01/2018,14.4,32.4,19.6,35.4,20.4,,,-312.17,3.6,3.9,3.95,-0.198730489,-1.935691988,-3.335150884,-19.341436
+13/01/2018,0,0,0,0,8.4,,,-312.15,2.65,2,2.1,-0.198730489,-1.935691988,-3.335150884,-19.341436
+14/01/2018,0,0,0,0,0.4,,,-312.17,2.75,1.25,1.35,-0.188793965,-1.838907388,-3.16839334,-18.3743642
+15/01/2018,0,0,0,0,1.6,,,-312.17,2.95,2.45,1.95,-0.198730489,-1.935691988,-3.335150884,-19.341436
+16/01/2018,0,0,0,0.4,1.4,,,-312.25,6.25,6.35,6.5,-0.198730489,-1.935691988,-3.335150884,-19.341436
+17/01/2018,0.2,0,0,0,0.4,,,-312.35,5.95,3.1,5.75,-0.198730489,-1.935691988,-3.335150884,-19.341436
+18/01/2018,0,1.4,0.4,2.4,0.4,,,-312.27,4.8,2.05,3.8,-0.198730489,-1.935691988,-3.335150884,-19.341436
+19/01/2018,0,0,0,0.2,0,,,-312.34,4.9,4.75,3.3,-0.198730489,-1.935691988,-3.335150884,-19.341436
+20/01/2018,0,0,0,0,0,,,-312.37,6.05,5.65,5,-0.198730489,-1.935691988,-3.335150884,-19.341436
+21/01/2018,0.2,0.8,0.2,1.4,0,,,-312.44,6.45,5,5.65,-0.188793965,-1.838907388,-3.16839334,-18.3743642
+22/01/2018,0,0,0,0,0.2,,,-312.4,4.75,3.85,3.7,-0.198730489,-1.935691988,-3.335150884,-19.341436
+23/01/2018,0,0,0,0,0,,,-312.38,7.5,5.95,6.85,-0.198730489,-1.935691988,-3.335150884,-19.341436
+24/01/2018,0,0,0,0.2,0,,,-312.32,6.55,4.65,4.6,-0.198730489,-1.935691988,-3.335150884,-19.341436
+25/01/2018,0,0,0,0.2,0,,,-312.37,5.35,4.4,4.5,-0.198730489,-1.935691988,-3.335150884,-19.341436
+26/01/2018,0,0,0,0,0,,,-312.44,5.05,5.35,4.75,-0.198730489,-1.935691988,-3.335150884,-19.341436
+27/01/2018,0.4,2,2.2,3,4,,,-312.43,8.4,5.55,6.15,-0.198730489,-1.935691988,-3.335150884,-19.341436
+28/01/2018,0,0,0,0.2,0,,,-312.41,8.1,5.8,6.65,-0.188793965,-1.838907388,-3.16839334,-18.3743642
+29/01/2018,0,0,0,0.2,0,,,-312.45,6.7,6.95,5.9,-0.198730489,-1.935691988,-3.335150884,-19.341436
+30/01/2018,0,0,0,0.2,0,,,-312.52,5,5.05,3.6,-0.198730489,-1.935691988,-3.335150884,-19.341436
+31/01/2018,0,0,0,0,0,,,-312.61,6.3,5.05,4.35,-0.198730489,-1.935691988,-3.335150884,-19.341436
+01/02/2018,1.6,7,4.8,9.2,5.4,,,-312.73,5.6,5.7,5.1,-0.218941327,-1.776505102,-3.511179082,-21.24952806
+02/02/2018,12.4,16.9,9.6,18,9,,,-312.83,6.3,6.5,6,-0.218941327,-1.776505102,-3.511179082,-21.24952806
+03/02/2018,34.8,49.9,43.6,55.4,9.8,,,-312.9,2.7,2.3,2.85,-0.218941327,-1.776505102,-3.511179082,-21.24952806
+04/02/2018,7.2,3.8,3.8,4.2,,,,-312.81,0.8,0.15,0.7,-0.20799426,-1.687679847,-3.335620128,-20.18705166
+05/02/2018,0,0,0,0.4,,,,-312.78,4.1,3.4,2.3,-0.218941327,-1.776505102,-3.511179082,-21.24952806
+06/02/2018,0,0,0,0,,,,-312.88,2.8,3.6,1.85,-0.218941327,-1.776505102,-3.511179082,-21.24952806
+07/02/2018,21.4,26,14.2,29.8,16.8,,,-312.95,3.25,3.1,2.75,-0.218941327,-1.776505102,-3.511179082,-21.24952806
+08/02/2018,5.6,2.2,4.4,3.2,15.4,,,-312.9,1.85,1.15,1.75,-0.218941327,-1.776505102,-3.511179082,-21.24952806
+09/02/2018,0.2,0,0.2,0.2,6.2,,,-312.9,3.1,2.3,1.75,-0.218941327,-1.776505102,-3.511179082,-21.24952806
+10/02/2018,0,0,0,0,2.6,,,-312.99,2.15,2.65,1.6,-0.218941327,-1.776505102,-3.511179082,-21.24952806
+11/02/2018,0,0,0,0.2,0,,,-313.01,0.8,1.55,1.05,-0.20799426,-1.687679847,-3.335620128,-20.18705166
+12/02/2018,0,0.4,0,0.2,0,,,-313.03,3.15,2.5,3.1,-0.218941327,-1.776505102,-3.511179082,-21.24952806
+13/02/2018,3.4,2.8,2.4,2.6,3.2,,,-313.05,-0.8,0.2,-0.45,-0.218941327,-1.776505102,-3.511179082,-21.24952806
+14/02/2018,0,0,0.4,0,1,,,-313.06,-0.8,-0.05,-0.45,-0.218941327,-1.776505102,-3.511179082,-21.24952806
+15/02/2018,0,0,0,0,0.2,,,-313.01,0.35,-0.8,0.5,-0.218941327,-1.776505102,-3.511179082,-21.24952806
+16/02/2018,0,0,0,0,0,,,-313,4.4,4.4,3.1,-0.218941327,-1.776505102,-3.511179082,-21.24952806
+17/02/2018,0,0,0,0,0,,,-313.05,4.9,3.55,3.35,-0.218941327,-1.776505102,-3.511179082,-21.24952806
+18/02/2018,5.8,25.4,31.8,36.2,11.8,,,-313.14,3.95,4.7,3.95,-0.20799426,-1.687679847,-3.335620128,-20.18705166
+19/02/2018,17.6,23.8,18.6,24.4,5.6,,,-313.2,1.4,2.8,1.5,-0.218941327,-1.776505102,-3.511179082,-21.24952806
+20/02/2018,0,0,0,0,0,,,-313.28,0.35,0.25,0.05,-0.218941327,-1.776505102,-3.511179082,-21.24952806
+21/02/2018,0,0,0,0.2,0,,,-313.34,0,0.8,-0.25,-0.218941327,-1.776505102,-3.511179082,-21.24952806
+22/02/2018,0.2,0,0,0,1.4,,,-313.36,0.75,1.2,0.65,-0.218941327,-1.776505102,-3.511179082,-21.24952806
+23/02/2018,4.8,7,1.4,6,6.8,,,-313.38,2.05,3.7,1.75,-0.218941327,-1.776505102,-3.511179082,-21.24952806
+24/02/2018,5.8,30.2,2,33.8,21.8,,,-313.37,3.95,5.75,3.65,-0.218941327,-1.776505102,-3.511179082,-21.24952806
+25/02/2018,1.6,2.8,0.8,5.6,8.6,,,-313.38,-2.7,-1.45,-2.6,-0.20799426,-1.687679847,-3.335620128,-20.18705166
+26/02/2018,7,0,7.8,0,3.6,,,-313.46,-8.45,-7.1,-7.35,-0.218941327,-1.776505102,-3.511179082,-21.24952806
+27/02/2018,0,1.2,0,0.4,0,,,-313.46,-8.2,-8.3,-8.55,-0.218941327,-1.776505102,-3.511179082,-21.24952806
+28/02/2018,0.2,0.6,0,1.4,0,,,-313.41,-6,-7.05,-7.65,-0.218941327,-1.776505102,-3.511179082,-21.24952806
+01/03/2018,0.2,11.5,4.2,5,0,,,-313.47,1.5,1.3,1,-0.277440166,-1.375827263,-3.300011606,-19.17870968
+02/03/2018,12.4,38.4,24.4,35.8,7.4,,,-313.56,5.5,6.35,5.35,-0.277440166,-1.375827263,-3.300011606,-19.17870968
+03/03/2018,12.2,30.7,31.8,37.6,7.6,,,-313.57,5.8,5.45,5.05,-0.277440166,-1.375827263,-3.300011606,-19.17870968
+04/03/2018,21,31.6,27.6,33.4,6.8,,,-313.55,6.5,6.55,5.2,-0.263568158,-1.3070359,-3.135011026,-18.21977419
+05/03/2018,4.4,10.2,6.8,12.6,9.8,,,-313.62,3.8,5.05,3.55,-0.277440166,-1.375827263,-3.300011606,-19.17870968
+06/03/2018,17.6,24.2,20.2,27.6,12.2,,,-313.65,5.2,6.25,5.5,-0.277440166,-1.375827263,-3.300011606,-19.17870968
+07/03/2018,5.2,6.8,6.8,6.4,8.8,,,-313.59,5.35,5,5.1,-0.277440166,-1.375827263,-3.300011606,-19.17870968
+08/03/2018,13.4,23.5,20.2,26,17.4,,,-313.5,7.25,7.35,7.05,-0.277440166,-1.375827263,-3.300011606,-19.17870968
+09/03/2018,0,0,0,0,3.2,,,-313.44,7.2,7.35,5.75,-0.277440166,-1.375827263,-3.300011606,-19.17870968
+10/03/2018,0,0,0,0,0,,,-313.44,5.9,5.2,5.4,-0.277440166,-1.375827263,-3.300011606,-19.17870968
+11/03/2018,6.8,6.8,8,7.8,3.6,,,-313.5,8.55,8.85,8.6,-0.263568158,-1.3070359,-3.135011026,-18.21977419
+12/03/2018,25.2,48.4,37.6,55,15,,,-313.53,6.2,7.5,6.2,-0.277440166,-1.375827263,-3.300011606,-19.17870968
+13/03/2018,1.8,18.1,10.2,16.4,7.6,,,-313.49,7.45,6.4,6.3,-0.277440166,-1.375827263,-3.300011606,-19.17870968
+14/03/2018,0,0,0,0,0.2,,,-313.45,7.85,5.6,5.85,-0.277440166,-1.375827263,-3.300011606,-19.17870968
+15/03/2018,0,0.2,0,0,0,,,-313.47,5.15,4.1,4.1,-0.277440166,-1.375827263,-3.300011606,-19.17870968
+16/03/2018,15,20,29.4,23.4,9.8,,,-313.48,8.85,8.95,8.45,-0.277440166,-1.375827263,-3.300011606,-19.17870968
+17/03/2018,1.8,3.2,2.8,3.6,3.8,,,-313.52,5.85,5.15,5.05,-0.277440166,-1.375827263,-3.300011606,-19.17870968
+18/03/2018,11.2,8.6,6.2,8.4,1.4,,,-313.54,3.3,4.45,2.95,-0.263568158,-1.3070359,-3.135011026,-18.21977419
+19/03/2018,17.8,27.6,20.6,29.4,21,,,-313.48,3.35,3.25,3.55,-0.277440166,-1.375827263,-3.300011606,-19.17870968
+20/03/2018,22.4,6.8,14.4,16.6,8.8,,,-313.42,2.6,2.8,2.15,-0.277440166,-1.375827263,-3.300011606,-19.17870968
+21/03/2018,102,6.4,98,52,5.4,,,-313.34,-1.25,1.8,-1.2,-0.277440166,-1.375827263,-3.300011606,-19.17870968
+22/03/2018,0,1,0,0,0,,,-313.33,-0.45,0.75,0.45,-0.277440166,-1.375827263,-3.300011606,-19.17870968
+23/03/2018,0,14.2,0,138,0,,,-313.37,0.65,1.7,1.25,-0.277440166,-1.375827263,-3.300011606,-19.17870968
+24/03/2018,0,0,0,66,1,,,-313.34,2.65,2.3,1.95,-0.277440166,-1.375827263,-3.300011606,-19.17870968
+25/03/2018,0,0,2,26,0.2,,,-313.3,3.15,2.8,2.45,-0.263568158,-1.3070359,-3.135011026,-18.21977419
+26/03/2018,0,0,0,0,0,,,-313.25,5.35,4.7,5.5,-0.277440166,-1.375827263,-3.300011606,-19.17870968
+27/03/2018,0,0,0,0,0,,,-313.19,7.15,5.65,5.9,-0.277440166,-1.375827263,-3.300011606,-19.17870968
+28/03/2018,0,0,0,0,0,,,-313.18,6.35,5.8,5.1,-0.277440166,-1.375827263,-3.300011606,-19.17870968
+29/03/2018,0,0.4,2,14,0.2,,,-313.19,9.5,9.35,8.65,-0.277440166,-1.375827263,-3.300011606,-19.17870968
+30/03/2018,0,0.2,2,2,0.2,,,-313.2,10.85,10.05,10,-0.277440166,-1.375827263,-3.300011606,-19.17870968
+31/03/2018,28,14,62,128,4.6,,,-313.28,5.9,5.45,5.6,-0.277440166,-1.375827263,-3.300011606,-19.17870968
+01/04/2018,14,17.8,6.8,19.6,5.2,,,-313.23,7,7.2,6.35,-0.251116667,-0.150514943,-3.530877391,-18.61784667
+02/04/2018,0,0.6,0,0.6,2.6,,,-313.13,7.1,5.35,5.95,-0.264333333,-0.158436782,-3.716713043,-19.59773333
+03/04/2018,0,0,0.2,0,0,,,-313.12,8.9,8.9,8.5,-0.264333333,-0.158436782,-3.716713043,-19.59773333
+04/04/2018,5.2,6.8,9.6,7.8,2.8,,,-313.13,8.3,8.45,7.65,-0.264333333,-0.158436782,-3.716713043,-19.59773333
+05/04/2018,16.8,25.2,16.4,26.6,9,,,-313.15,9.2,8.95,8.05,-0.264333333,-0.158436782,-3.716713043,-19.59773333
+06/04/2018,0,0,0,0.2,0.2,,,-313.11,10.8,9.85,9.8,-0.264333333,-0.158436782,-3.716713043,-19.59773333
+07/04/2018,0,0,0,0,0,,,-313.12,11.7,9.75,9.9,-0.264333333,-0.158436782,-3.716713043,-19.59773333
+08/04/2018,0,0,0,0,0,,,-313.14,13.65,12.65,11.8,-0.251116667,-0.150514943,-3.530877391,-18.61784667
+09/04/2018,11,8.8,8.8,9.2,4.2,,,-313.21,9.05,7.9,8.55,-0.264333333,-0.158436782,-3.716713043,-19.59773333
+10/04/2018,7,25,10,27.6,6.4,,,-313.16,8.95,8.25,8.35,-0.264333333,-0.158436782,-3.716713043,-19.59773333
+11/04/2018,0.4,0.4,0.4,0.4,0.6,,,-313.19,9,8,8.4,-0.264333333,-0.158436782,-3.716713043,-19.59773333
+12/04/2018,0.2,1,0.8,1.4,1.2,,,-313.18,9.65,9.8,8.35,-0.264333333,-0.158436782,-3.716713043,-19.59773333
+13/04/2018,10.2,15.4,7,16.8,2.8,,,-313.11,10.1,9.35,9.6,-0.264333333,-0.158436782,-3.716713043,-19.59773333
+14/04/2018,0,0.2,0.2,0,0,,,-313.07,12.45,11.35,11.2,-0.264333333,-0.158436782,-3.716713043,-19.59773333
+15/04/2018,0,0,0,0,0,,,-313.13,13.9,13.05,12.3,-0.251116667,-0.150514943,-3.530877391,-18.61784667
+16/04/2018,0,0,0,0,0.6,,,-313.1,13.75,12.8,12.45,-0.264333333,-0.158436782,-3.716713043,-19.59773333
+17/04/2018,0,0,0,0,0,,,-313.02,13.95,12.7,12.8,-0.264333333,-0.158436782,-3.716713043,-19.59773333
+18/04/2018,0.2,0.2,0.6,0.2,1.2,,,-312.96,12.95,14.25,12.65,-0.264333333,-0.158436782,-3.716713043,-19.59773333
+19/04/2018,0.2,0,0,0,0.2,,,-312.95,14.55,13.75,14.4,-0.264333333,-0.158436782,-3.716713043,-19.59773333
+20/04/2018,0,0,0,0,0,,,-312.98,16.5,14.95,15.2,-0.264333333,-0.158436782,-3.716713043,-19.59773333
+21/04/2018,0,0,0,0,0,,,-313,17.15,15.5,15.05,-0.264333333,-0.158436782,-3.716713043,-19.59773333
+22/04/2018,0,0,0.2,0,0,,,-313.01,17.3,14.85,15.35,-0.251116667,-0.150514943,-3.530877391,-18.61784667
+23/04/2018,0,0,0,0,0,,,-313,16.9,15.5,15.1,-0.264333333,-0.158436782,-3.716713043,-19.59773333
+24/04/2018,0,0,0,0,0,,,-313,17.1,13.75,14.7,-0.264333333,-0.158436782,-3.716713043,-19.59773333
+25/04/2018,0,0,0,0,0,,,-313.01,16.2,13.85,14.45,-0.264333333,-0.158436782,-3.716713043,-19.59773333
+26/04/2018,0,0,0,0,0,,,-313.04,15.15,13.35,14.65,-0.264333333,-0.158436782,-3.716713043,-19.59773333
+27/04/2018,0,0,0,0,0,,,-313.05,16.8,14.6,15.3,-0.264333333,-0.158436782,-3.716713043,-19.59773333
+28/04/2018,0,0,0,0,0,,,-313.04,17.95,15.15,16.15,-0.264333333,-0.158436782,-3.716713043,-19.59773333
+29/04/2018,0,0,0,0,0,,,-313.05,17.8,16.15,18.05,-0.251116667,-0.150514943,-3.530877391,-18.61784667
+30/04/2018,0,0,0,0,0,,,-313.05,11.8,12.3,12,-0.264333333,-0.158436782,-3.716713043,-19.59773333
+01/05/2018,0,0,0,0,0,,,-313.06,8.6,8.5,7.7,-0.28875576,-1.790391705,-3.872880979,-18.91226847
+02/05/2018,26.2,19.2,22.2,19.4,11.6,,,-313.12,11.7,12.65,12.3,-0.28875576,-1.790391705,-3.872880979,-18.91226847
+03/05/2018,0.2,0.6,0.4,0.6,0.6,,,-313.16,12.15,12.65,11.95,-0.28875576,-1.790391705,-3.872880979,-18.91226847
+04/05/2018,7.8,10.4,10,12,9.4,,,-313.1,12.8,13.55,12.6,-0.28875576,-1.790391705,-3.872880979,-18.91226847
+05/05/2018,6.6,23.3,16.6,19.6,5.8,,,-313.03,13.65,13.2,13.85,-0.28875576,-1.790391705,-3.872880979,-18.91226847
+06/05/2018,10.4,11,23.6,14.2,8.4,,,-313.01,14.3,13.05,13.4,-0.274317972,-1.70087212,-3.67923693,-17.96665505
+07/05/2018,1,0,0.2,0.4,0.6,,,-313.02,16,15,15.1,-0.28875576,-1.790391705,-3.872880979,-18.91226847
+08/05/2018,25.6,28.3,23,29.2,12.6,,,-313.07,14.7,13.65,14.35,-0.28875576,-1.790391705,-3.872880979,-18.91226847
+09/05/2018,3.6,40.9,26,62,10.8,,,-313.09,13.55,11.95,13.25,-0.28875576,-1.790391705,-3.872880979,-18.91226847
+10/05/2018,2,6.3,25.8,12,1.4,,,-313.05,12.85,12.5,12.45,-0.28875576,-1.790391705,-3.872880979,-18.91226847
+11/05/2018,10,8,17,10,1.6,,,-313,13.75,14.05,13.5,-0.28875576,-1.790391705,-3.872880979,-18.91226847
+12/05/2018,0,10.5,0,16.4,0,,,-313,14.15,14.45,13.6,-0.28875576,-1.790391705,-3.872880979,-18.91226847
+13/05/2018,0,2.6,0,1.8,0.6,,,-313.03,14.4,13.2,13.2,-0.274317972,-1.70087212,-3.67923693,-17.96665505
+14/05/2018,16,13.4,18.8,14.2,8.4,,,-313.04,10.45,9.7,9.55,-0.28875576,-1.790391705,-3.872880979,-18.91226847
+15/05/2018,2.6,3.8,8.6,3.8,4.6,,,-313.04,8.65,8.8,7.65,-0.28875576,-1.790391705,-3.872880979,-18.91226847
+16/05/2018,5.2,0.6,1.2,1.6,1,,,-313,9.7,9.7,9.3,-0.28875576,-1.790391705,-3.872880979,-18.91226847
+17/05/2018,1.4,3.2,7.4,4.2,3.4,,,-312.98,10.35,9.45,9.9,-0.28875576,-1.790391705,-3.872880979,-18.91226847
+18/05/2018,2.4,2.4,4.8,2.4,2.4,,,-312.97,13.65,12,12.9,-0.28875576,-1.790391705,-3.872880979,-18.91226847
+19/05/2018,0,0,0,0.2,0,,,-312.97,15.55,13.05,13.8,-0.28875576,-1.790391705,-3.872880979,-18.91226847
+20/05/2018,0,0,0,0,0,,,-312.97,15.45,13.9,14.65,-0.274317972,-1.70087212,-3.67923693,-17.96665505
+21/05/2018,13.2,1.2,12,2.8,2.6,,,-312.98,16.15,14.65,15.1,-0.28875576,-1.790391705,-3.872880979,-18.91226847
+22/05/2018,20.4,26.1,26.2,22.8,9.4,,,-312.97,14.35,12.95,13.35,-0.28875576,-1.790391705,-3.872880979,-18.91226847
+23/05/2018,0.2,0,0.2,0,0.2,,,-312.95,15.35,13.95,14.65,-0.28875576,-1.790391705,-3.872880979,-18.91226847
+24/05/2018,12.6,0.4,2.2,0.8,1.8,,,-312.92,16.05,15.45,15.15,-0.28875576,-1.790391705,-3.872880979,-18.91226847
+25/05/2018,0,0,0.2,0,0,,,-312.92,18.2,16.55,16.5,-0.28875576,-1.790391705,-3.872880979,-18.91226847
+26/05/2018,0,0,0,0,0.2,,,-312.89,19.8,18.1,18.7,-0.28875576,-1.790391705,-3.872880979,-18.91226847
+27/05/2018,0,0,0,0.2,0.2,,,-312.88,19.8,17.6,18.7,-0.274317972,-1.70087212,-3.67923693,-17.96665505
+28/05/2018,0,0,0,0,0,,,-312.88,19.05,16.75,17.55,-0.28875576,-1.790391705,-3.872880979,-18.91226847
+29/05/2018,0,0.6,0.4,0.4,0.4,,,-312.9,19.65,18.4,18.55,-0.28875576,-1.790391705,-3.872880979,-18.91226847
+30/05/2018,0,0,0.4,0.4,0.2,,,-312.91,20.15,18.05,19.15,-0.28875576,-1.790391705,-3.872880979,-18.91226847
+31/05/2018,0.2,2.6,1.4,1,1,,,-312.89,17.85,16.55,17.45,-0.28875576,-1.790391705,-3.872880979,-18.91226847
+01/06/2018,0,0,0.6,0.4,0,,,-312.88,16.9,16.45,16.25,-0.313097222,-2.271482759,-4.360233333,-19.47221111
+02/06/2018,0,0,0,0,0,,,-312.87,17.85,16.85,16.35,-0.313097222,-2.271482759,-4.360233333,-19.47221111
+03/06/2018,0,0,0,0,0,,,-312.88,19.65,17.15,17.85,-0.297442361,-2.157908621,-4.142221667,-18.49860056
+04/06/2018,0,0,0,0,0,,,-312.93,18.6,17.25,17.2,-0.313097222,-2.271482759,-4.360233333,-19.47221111
+05/06/2018,0,0,0,0,0.2,,,-312.94,17.05,16.2,16.1,-0.313097222,-2.271482759,-4.360233333,-19.47221111
+06/06/2018,0,0,0,0.2,0.2,,,-312.9,16.55,15.25,16,-0.313097222,-2.271482759,-4.360233333,-19.47221111
+07/06/2018,0,0,0,0,0,,,-312.89,18.7,17.6,17.85,-0.313097222,-2.271482759,-4.360233333,-19.47221111
+08/06/2018,9.6,16.1,11.2,19,7.6,,,-312.92,16.75,15.15,15.7,-0.313097222,-2.271482759,-4.360233333,-19.47221111
+09/06/2018,20,2,33.6,7.4,9.2,,,-312.9,16,16.6,15.55,-0.313097222,-2.271482759,-4.360233333,-19.47221111
+10/06/2018,0,0,0,0,0,,,-312.89,19.4,18.25,18.4,-0.297442361,-2.157908621,-4.142221667,-18.49860056
+11/06/2018,0,0,0,0,0.2,,,-312.9,21.35,18.7,19.95,-0.313097222,-2.271482759,-4.360233333,-19.47221111
+12/06/2018,0,0,0,0,0,,,-312.93,19.1,16.5,17.95,-0.313097222,-2.271482759,-4.360233333,-19.47221111
+13/06/2018,12.2,18.1,17.2,20,8.4,,,-312.95,15.05,14.2,14.25,-0.313097222,-2.271482759,-4.360233333,-19.47221111
+14/06/2018,9.2,12.9,18.4,16.4,8.8,,,-312.95,16.75,16.4,16.3,-0.313097222,-2.271482759,-4.360233333,-19.47221111
+15/06/2018,10.6,0,6,0,4.4,,,-312.92,15.55,14.85,15.45,-0.313097222,-2.271482759,-4.360233333,-19.47221111
+16/06/2018,0,0,0.2,0.2,0.4,,,-312.89,17.1,15.9,16.7,-0.313097222,-2.271482759,-4.360233333,-19.47221111
+17/06/2018,0,0,0,0,0,,,-312.87,19.2,17.8,18.25,-0.297442361,-2.157908621,-4.142221667,-18.49860056
+18/06/2018,0,0,0,0,0.2,,,-312.85,19.8,19,18.95,-0.313097222,-2.271482759,-4.360233333,-19.47221111
+19/06/2018,0,0,0.2,0,0,,,-312.83,19.5,19.95,19.2,-0.313097222,-2.271482759,-4.360233333,-19.47221111
+20/06/2018,0,0,0,0,0,,,-312.81,20.55,18.75,19.55,-0.313097222,-2.271482759,-4.360233333,-19.47221111
+21/06/2018,0.2,12.9,6.6,7.8,6.6,,,-312.83,19.95,18.5,19.35,-0.313097222,-2.271482759,-4.360233333,-19.47221111
+22/06/2018,0,0.4,1.2,1.4,0.4,,,-312.86,20.45,17.6,18.55,-0.313097222,-2.271482759,-4.360233333,-19.47221111
+23/06/2018,0,0,0,0,0.2,,,-312.85,16.4,14.95,15.75,-0.313097222,-2.271482759,-4.360233333,-19.47221111
+24/06/2018,0,0,0,0,0,,,-312.85,16.7,14.7,14.85,-0.297442361,-2.157908621,-4.142221667,-18.49860056
+25/06/2018,0,0,0,0,0,,,-312.86,16.2,15.15,16,-0.313097222,-2.271482759,-4.360233333,-19.47221111
+26/06/2018,0.6,5.4,1.2,7.6,4.8,,,-312.85,14.75,14.25,14.9,-0.313097222,-2.271482759,-4.360233333,-19.47221111
+27/06/2018,0,0,0,0,0,,,-312.86,16.6,15.95,16.8,-0.313097222,-2.271482759,-4.360233333,-19.47221111
+28/06/2018,0,0,0.4,0,0,,,-312.89,17.65,16.25,16.2,-0.313097222,-2.271482759,-4.360233333,-19.47221111
+29/06/2018,0,0,0.2,0,0,,,-312.88,18.1,16.9,17.2,-0.313097222,-2.271482759,-4.360233333,-19.47221111
+30/06/2018,0,0,0,0,0,-39.48,-52.71,-312.87,22.35,20.4,21,-0.313097222,-2.271482759,-4.360233333,-19.47221111
+01/07/2018,0,0,0,0,0,-39.48,-52.71,-312.86,22.1,19.4,20.7,-0.284325806,-2.645890968,-4.299541012,-17.09802289
+02/07/2018,0,0,0,0,0,-39.48,-52.71,-312.85,21.4,19.55,19.95,-0.299290323,-2.785148387,-4.525832644,-17.99791883
+03/07/2018,0,0,0,0,0,-39.48,-52.71,-312.84,21.3,19.8,19.75,-0.299290323,-2.785148387,-4.525832644,-17.99791883
+04/07/2018,0,0,0.2,0.2,0.4,-39.48,-52.71,-312.83,21.8,20.4,20.7,-0.299290323,-2.785148387,-4.525832644,-17.99791883
+05/07/2018,0,0,0,0,0,-39.48,-52.71,-312.84,21.7,18.9,19.65,-0.299290323,-2.785148387,-4.525832644,-17.99791883
+06/07/2018,0,0,0.2,0,0,-39.48,-52.71,-312.86,20.9,20.85,19.75,-0.299290323,-2.785148387,-4.525832644,-17.99791883
+07/07/2018,0,0,0,0.2,0,-39.49,-52.71,-312.85,20.45,19.05,19.75,-0.299290323,-2.785148387,-4.525832644,-17.99791883
+08/07/2018,1.4,3.8,0.6,2.6,1.4,-39.49,-52.71,-312.85,20.75,19.65,19.2,-0.284325806,-2.645890968,-4.299541012,-17.09802289
+09/07/2018,0,0,0,0,0.4,-39.49,-52.72,-312.85,20.45,19.35,19.35,-0.299290323,-2.785148387,-4.525832644,-17.99791883
+10/07/2018,0,0,0,0,0,-39.49,-52.72,-312.87,21.65,18.95,19.75,-0.299290323,-2.785148387,-4.525832644,-17.99791883
+11/07/2018,0,0,0,0,0,-39.49,-52.72,-312.89,21.05,19.9,19.9,-0.299290323,-2.785148387,-4.525832644,-17.99791883
+12/07/2018,0,0,0,0,0,-39.49,-52.72,-312.87,20.8,19.5,19.9,-0.299290323,-2.785148387,-4.525832644,-17.99791883
+13/07/2018,0,0,0,0,0,-39.5,-52.72,-312.85,21.65,19.75,20.35,-0.299290323,-2.785148387,-4.525832644,-17.99791883
+14/07/2018,0,0,0,0,0,-39.5,-52.72,-312.86,23.85,20.95,21.55,-0.299290323,-2.785148387,-4.525832644,-17.99791883
+15/07/2018,0,0,0,0,0,-39.5,-52.72,-312.88,23.8,21.05,22.5,-0.284325806,-2.645890968,-4.299541012,-17.09802289
+16/07/2018,0,0,0,0,0,-39.5,-52.72,-312.9,20.65,19,19.8,-0.299290323,-2.785148387,-4.525832644,-17.99791883
+17/07/2018,45.6,32.8,54.2,35.2,11,-39.49,-52.72,-312.93,19,19.65,19.1,-0.299290323,-2.785148387,-4.525832644,-17.99791883
+18/07/2018,0,2,0,1.4,1.2,-39.49,-52.72,-312.89,22.55,19.85,20.65,-0.299290323,-2.785148387,-4.525832644,-17.99791883
+19/07/2018,0,0,0,0,0,-39.5,-52.72,-312.9,22.65,19.75,20.9,-0.299290323,-2.785148387,-4.525832644,-17.99791883
+20/07/2018,0,0,0,0,0,-39.5,-52.72,-312.91,23.15,20.05,20.9,-0.299290323,-2.785148387,-4.525832644,-17.99791883
+21/07/2018,0,0,0,0,0,-39.5,-52.72,-312.93,21.35,19.3,19.4,-0.299290323,-2.785148387,-4.525832644,-17.99791883
+22/07/2018,0,0,0.2,0.2,0.4,-39.5,-52.72,-312.95,21.4,19.5,19.2,-0.284325806,-2.645890968,-4.299541012,-17.09802289
+23/07/2018,0.4,0.8,1,0.8,1.4,-39.5,-52.73,-312.96,18.75,19,18.45,-0.299290323,-2.785148387,-4.525832644,-17.99791883
+24/07/2018,0.2,0,0,0,0.2,-39.51,-52.73,-312.94,21.8,20,21.6,-0.299290323,-2.785148387,-4.525832644,-17.99791883
+25/07/2018,0,0,0,0,0,-39.51,-52.73,-312.95,23.4,21.55,21.9,-0.299290323,-2.785148387,-4.525832644,-17.99791883
+26/07/2018,0,0.6,0,0,0,-39.51,-52.73,-312.95,22.9,20.8,21.45,-0.299290323,-2.785148387,-4.525832644,-17.99791883
+27/07/2018,0,3.1,0,4,1.4,-39.51,-52.73,-312.95,22.8,20.7,20.65,-0.299290323,-2.785148387,-4.525832644,-17.99791883
+28/07/2018,0,0,0,0,0,-39.51,-52.73,-312.96,22.55,21.15,20.8,-0.299290323,-2.785148387,-4.525832644,-17.99791883
+29/07/2018,0,0,0,0,0,-39.52,-52.73,-312.95,23.25,22.35,22.95,-0.284325806,-2.645890968,-4.299541012,-17.09802289
+30/07/2018,0,0,0,0,0.2,-39.52,-52.74,-312.95,25.7,23.5,24.15,-0.299290323,-2.785148387,-4.525832644,-17.99791883
+31/07/2018,2.2,0,0,0,0,-39.52,-52.74,-312.95,25.4,23.35,23.95,-0.299290323,-2.785148387,-4.525832644,-17.99791883
+01/08/2018,0,0,0,0,0,-39.52,-52.74,-312.95,26.1,23.8,24,0,0,-4.480930038,-18.69546306
+02/08/2018,0,0,0,0,0,-39.52,-52.74,-312.95,26.15,23.55,23.95,0,0,-4.480930038,-18.69546306
+03/08/2018,0,0.4,0,0,0.6,-39.52,-52.74,-312.98,22.75,21.75,22.25,0,0,-4.480930038,-18.69546306
+04/08/2018,0.4,0,3.8,0,1,-39.53,-52.74,-312.99,24.1,22,22.85,0,0,-4.480930038,-18.69546306
+05/08/2018,11.4,4,1.4,2.8,3,-39.53,-52.74,-312.99,24.2,22.5,22.85,0,0,-4.256883536,-17.76068991
+06/08/2018,0,0,0,0.2,0.2,-39.53,-52.74,-312.99,24.75,22.5,23.35,0,0,-4.480930038,-18.69546306
+07/08/2018,0,0,0,0,0,-39.53,-52.74,-313,23.95,21.85,22.15,0,0,-4.480930038,-18.69546306
+08/08/2018,1.8,15.5,0.4,7.6,7.2,-39.53,-52.74,-313.01,21.55,20.95,21.35,0,0,-4.480930038,-18.69546306
+09/08/2018,0,48.1,2.6,53.6,10.6,-39.53,-52.74,-313,22.05,21,20.7,0,0,-4.480930038,-18.69546306
+10/08/2018,24.4,1.6,20.4,2.8,0.4,-39.53,-52.74,-312.99,22.95,20.3,21.55,0,0,-4.480930038,-18.69546306
+11/08/2018,0,0,0,0,0,-39.53,,-313,23.2,21.7,22.15,0,0,-4.480930038,-18.69546306
+12/08/2018,0,0,0,0,0,-39.53,,-313.03,23.05,20.75,21.5,0,0,-4.256883536,-17.76068991
+13/08/2018,0,0,0,0,0,-39.53,,-313.06,21.1,18.7,19.45,0,0,-4.480930038,-18.69546306
+14/08/2018,4.4,41.4,38.8,53.2,11.4,-39.53,,-313.09,18.9,19.45,19,0,0,-4.480930038,-18.69546306
+15/08/2018,24.6,35.4,27.8,37,,-39.52,,-313.09,19.2,18.5,18.6,0,0,-4.480930038,-18.69546306
+16/08/2018,0,5,1.8,5.4,,-39.53,,-313.08,20.85,19.7,20.45,0,0,-4.480930038,-18.69546306
+17/08/2018,0,0,0,0,0,-39.53,,-313.08,21.3,19.45,20.25,0,0,-4.480930038,-18.69546306
+18/08/2018,0,0,0.2,0,0,-39.54,,-313.08,21.2,19.25,19.55,0,0,-4.480930038,-18.69546306
+19/08/2018,0.6,0.6,4.6,1.6,0.2,-39.53,,-313.08,21.9,20.1,21.05,0,0,-4.256883536,-17.76068991
+20/08/2018,25,10.2,19.6,16.4,14.6,-39.53,,-313.1,22.25,21.2,20.85,0,0,-4.480930038,-18.69546306
+21/08/2018,3.4,0,9.4,0.2,1,-39.53,,-313.11,23.05,21.05,21.35,0,0,-4.480930038,-18.69546306
+22/08/2018,0,0,0.8,0,0,-39.53,,-313.11,23,20.7,20.95,0,0,-4.480930038,-18.69546306
+23/08/2018,0.4,0.4,9,2.4,1.4,-39.53,-52.75,-313.13,23,20.45,20.75,0,0,-4.480930038,-18.69546306
+24/08/2018,34.4,0.2,5.6,0,1,-39.53,-52.75,-313.16,22.2,19.3,20.1,0,0,-4.480930038,-18.69546306
+25/08/2018,0,0,0,0.8,0,-39.54,-52.75,-313.19,20.9,19.2,18.9,0,0,-4.480930038,-18.69546306
+26/08/2018,0,0.2,0.6,0.6,0.4,-39.54,-52.75,-313.21,15.4,15.65,15.5,0,0,-4.256883536,-17.76068991
+27/08/2018,0,0.2,0,0.6,0.4,-39.54,-52.75,-313.17,14.95,14.85,15.2,0,0,-4.480930038,-18.69546306
+28/08/2018,0,0,0,0,0,-39.54,-52.75,-313.15,19.05,17.4,18.5,0,0,-4.480930038,-18.69546306
+29/08/2018,0,0,0,0,0,-39.54,-52.75,-313.15,20.8,18,19.1,0,0,-4.480930038,-18.69546306
+30/08/2018,0,0,0,0,0,-39.55,-52.76,-313.16,21,18.55,18.95,0,0,-4.480930038,-18.69546306
+31/08/2018,0,0,0,0,0,-39.55,-52.76,-313.18,19.35,19.1,17.65,0,0,-4.480930038,-18.69546306
+01/09/2018,0,0,0,0.4,0.4,-39.55,-52.76,-313.21,16.5,17.35,15.6,-0.306254902,-2.740745098,-5.052939221,-19.241
+02/09/2018,0,16.1,4,20,7.8,-39.55,-52.76,-313.21,15.05,14.95,14.5,-0.290942157,-2.603707843,-4.80029226,-18.27895
+03/09/2018,0.2,2.2,0.8,2.4,1,-39.55,-52.76,-313.22,16,14.75,14.75,-0.306254902,-2.740745098,-5.052939221,-19.241
+04/09/2018,0.6,0.6,3.2,0.2,0.4,-39.55,-52.76,-313.22,17.85,16.4,16.2,-0.306254902,-2.740745098,-5.052939221,-19.241
+05/09/2018,0,0,0.2,0.2,0.2,-39.55,-52.76,-313.22,17.9,17.1,16.9,-0.306254902,-2.740745098,-5.052939221,-19.241
+06/09/2018,0,0,0,0.4,0.2,-39.55,-52.76,-313.25,19.25,17.8,18.45,-0.306254902,-2.740745098,-5.052939221,-19.241
+07/09/2018,0,0.4,0.2,0.2,0,-39.55,-52.76,-313.26,18.65,18.15,18.2,-0.306254902,-2.740745098,-5.052939221,-19.241
+08/09/2018,0,0,0.2,0,0.2,-39.56,-52.76,-313.23,18.85,18.6,17.6,-0.306254902,-2.740745098,-5.052939221,-19.241
+09/09/2018,0,0,0.2,0,0.4,-39.56,-52.76,-313.21,20,18.3,19.15,-0.290942157,-2.603707843,-4.80029226,-18.27895
+10/09/2018,0,0,0,0,0,-39.56,-52.76,-313.21,21.35,18.75,19.75,-0.306254902,-2.740745098,-5.052939221,-19.241
+11/09/2018,0,0,0.2,0,0,-39.56,-52.77,-313.2,22.45,19.4,20.05,-0.306254902,-2.740745098,-5.052939221,-19.241
+12/09/2018,0,0,0,0,0,-39.56,-52.77,-313.22,22.4,13.55,20.6,-0.306254902,-2.740745098,-5.052939221,-19.241
+13/09/2018,0,0,0,0,0,-39.56,-52.76,-313.29,18.8,17.85,17.6,-0.306254902,-2.740745098,-5.052939221,-19.241
+14/09/2018,0,0,0,0,0,-39.56,-52.77,-313.31,19.5,18.3,18.35,-0.306254902,-2.740745098,-5.052939221,-19.241
+15/09/2018,0,0,0,0,0,-39.56,-52.77,-313.29,20.4,17.95,19.05,-0.306254902,-2.740745098,-5.052939221,-19.241
+16/09/2018,0,0,0,1.2,0.4,-39.56,-52.77,-313.28,20.95,18.1,19.15,-0.290942157,-2.603707843,-4.80029226,-18.27895
+17/09/2018,0,0,1,1,0.6,-39.56,-52.77,-313.3,19.95,18.05,18.1,-0.306254902,-2.740745098,-5.052939221,-19.241
+18/09/2018,1.6,7.3,0.2,6.6,1.4,-39.56,-52.77,-313.32,18.3,18.5,17.7,-0.306254902,-2.740745098,-5.052939221,-19.241
+19/09/2018,0,17,1.4,21,5.2,-39.56,-52.77,-313.34,19.3,18.2,18.15,-0.306254902,-2.740745098,-5.052939221,-19.241
+20/09/2018,0.8,3,0.2,1,0.6,-39.56,-52.77,-313.36,18.95,18.75,18.1,-0.306254902,-2.740745098,-5.052939221,-19.241
+21/09/2018,0,0,0.2,0.4,0,-39.57,-52.77,-313.38,20.5,18.2,18.55,-0.306254902,-2.740745098,-5.052939221,-19.241
+22/09/2018,0,0.4,0.2,0.2,0,-39.57,-52.77,-313.38,19.65,18.1,18.25,-0.306254902,-2.740745098,-5.052939221,-19.241
+23/09/2018,0,0,0,0,0,-39.57,-52.77,-313.38,18.95,17.75,16.7,-0.290942157,-2.603707843,-4.80029226,-18.27895
+24/09/2018,0,0,0,0,0.2,-39.57,-52.77,-313.42,17.9,18.65,17.75,-0.306254902,-2.740745098,-5.052939221,-19.241
+25/09/2018,0,0,0,0,0,-39.57,-52.77,-313.38,11.6,12.5,11.6,-0.306254902,-2.740745098,-5.052939221,-19.241
+26/09/2018,0,0,0,0,0,-39.57,-52.77,-313.35,10.3,10.55,9.55,-0.306254902,-2.740745098,-5.052939221,-19.241
+27/09/2018,0.2,0,0,0,0,-39.57,-52.77,-313.38,15.15,13.55,13.15,-0.306254902,-2.740745098,-5.052939221,-19.241
+28/09/2018,0,0,0,0,0,-39.57,-52.77,-313.47,17.05,15.2,15.55,-0.306254902,-2.740745098,-5.052939221,-19.241
+29/09/2018,0,0,0,0,0,-39.57,-52.77,-313.5,17.55,15.6,16.4,-0.306254902,-2.740745098,-5.052939221,-19.241
+30/09/2018,0,0,0,0,0,-39.57,-52.77,-313.5,16.05,14.35,14.85,-0.290942157,-2.603707843,-4.80029226,-18.27895
+01/10/2018,0,0,0,0,0,-39.57,-52.77,-313.58,15.7,14.15,14.6,-0.315067638,-2.170738814,-4.907252862,-18.63759625
+02/10/2018,2.6,2.4,3.8,2.6,5,-39.57,-52.77,-313.57,11.75,11.9,11.05,-0.315067638,-2.170738814,-4.907252862,-18.63759625
+03/10/2018,0.2,0.6,0.2,0.6,0.8,-39.57,-52.77,-313.52,13.95,12.95,13.15,-0.315067638,-2.170738814,-4.907252862,-18.63759625
+04/10/2018,0,0,0,0,0,-39.58,-52.77,-313.51,15.25,15.55,14.6,-0.315067638,-2.170738814,-4.907252862,-18.63759625
+05/10/2018,0,0,0,0.2,0,-39.58,-52.77,-313.53,14,13.9,13.25,-0.315067638,-2.170738814,-4.907252862,-18.63759625
+06/10/2018,5,6,5.8,7.2,6.2,-39.58,-52.77,-313.58,12.35,13.1,12.55,-0.315067638,-2.170738814,-4.907252862,-18.63759625
+07/10/2018,5.4,18.6,11,23,7.6,-39.57,-52.77,-313.6,14.7,14.2,13.55,-0.299314256,-2.062201873,-4.661890219,-17.70571644
+08/10/2018,0,0,0.2,0,0.2,-39.57,-52.77,-313.57,14.9,14.55,13.8,-0.315067638,-2.170738814,-4.907252862,-18.63759625
+09/10/2018,0,0,0.2,0.2,0.2,-39.58,-52.77,-313.57,14.8,13.55,13.55,-0.315067638,-2.170738814,-4.907252862,-18.63759625
+10/10/2018,0,0,0.2,0.4,0.4,-39.58,-52.77,-313.58,15.55,14.25,14.6,-0.315067638,-2.170738814,-4.907252862,-18.63759625
+11/10/2018,0.6,0,0.6,0,0.4,-39.58,-52.77,-313.59,15.05,14,13.6,-0.315067638,-2.170738814,-4.907252862,-18.63759625
+12/10/2018,0,0.2,0.2,0.6,0.6,-39.58,-52.77,-313.58,15.6,14,14.6,-0.315067638,-2.170738814,-4.907252862,-18.63759625
+13/10/2018,0,0,0,0.2,0,-39.58,-52.77,-313.6,15.1,13.9,13.45,-0.315067638,-2.170738814,-4.907252862,-18.63759625
+14/10/2018,0,0,0.2,0,0,-39.58,-52.77,-313.64,15.35,12.95,13.75,-0.299314256,-2.062201873,-4.661890219,-17.70571644
+15/10/2018,0,0,5.2,0,1,-39.59,-52.78,-313.68,14.6,13.25,13.8,-0.315067638,-2.170738814,-4.907252862,-18.63759625
+16/10/2018,0,0,0,0,0,-39.59,-52.78,-313.68,15,13.8,13.75,-0.315067638,-2.170738814,-4.907252862,-18.63759625
+17/10/2018,0.8,0.6,1.4,0.8,0.8,-39.59,-52.78,-313.7,16.2,15.2,15.2,-0.315067638,-2.170738814,-4.907252862,-18.63759625
+18/10/2018,0,0.6,0.2,0.8,1,-39.59,-52.78,-313.73,15.55,15.35,15.3,-0.315067638,-2.170738814,-4.907252862,-18.63759625
+19/10/2018,0,0,0.2,0.2,0.2,-39.59,-52.78,-313.72,15.45,14.35,14.4,-0.315067638,-2.170738814,-4.907252862,-18.63759625
+20/10/2018,0,0,0.2,0,0,-39.59,-52.78,-313.7,14.85,14.35,14.15,-0.315067638,-2.170738814,-4.907252862,-18.63759625
+21/10/2018,0,0,0,0,0,-39.59,-52.78,-313.74,12.2,12.25,12.35,-0.299314256,-2.062201873,-4.661890219,-17.70571644
+22/10/2018,0,1.6,0,0.8,0.4,-39.59,-52.78,-313.79,7.05,7.8,6.95,-0.315067638,-2.170738814,-4.907252862,-18.63759625
+23/10/2018,0,0,0,0,0,-39.59,-52.78,-313.77,10.75,10.65,10.8,-0.315067638,-2.170738814,-4.907252862,-18.63759625
+24/10/2018,0,0,0.4,0,0,-39.6,-52.78,-313.81,15.35,13.5,13.6,-0.315067638,-2.170738814,-4.907252862,-18.63759625
+25/10/2018,0,0,0,0,0,-39.6,-52.78,-313.8,14.9,12.95,14.7,-0.315067638,-2.170738814,-4.907252862,-18.63759625
+26/10/2018,0,0,0.2,0.2,0.2,-39.6,-52.78,-313.88,13.25,13.95,13.4,-0.315067638,-2.170738814,-4.907252862,-18.63759625
+27/10/2018,0,2.2,1.4,2.2,2.8,-39.6,-52.78,-313.96,14.55,14.3,13.9,-0.315067638,-2.170738814,-4.907252862,-18.63759625
+28/10/2018,5.2,33.2,9.4,34.6,19,-39.59,-52.78,-314.03,13.2,13.7,13.2,-0.299314256,-2.062201873,-4.661890219,-17.70571644
+29/10/2018,32.2,44.8,31.8,47.4,29,-39.58,-52.77,-314.07,11.2,11.95,11.35,-0.315067638,-2.170738814,-4.907252862,-18.63759625
+30/10/2018,34.6,46.3,23.8,40.8,15.6,-39.58,-52.77,-313.99,7.7,8.4,7.65,-0.315067638,-2.170738814,-4.907252862,-18.63759625
+31/10/2018,0.2,0.2,2.2,0,1,-39.59,-52.77,-313.91,9.75,8.8,8.55,-0.315067638,-2.170738814,-4.907252862,-18.63759625
+01/11/2018,40.4,39.2,44,41,28.4,-39.58,-52.77,-313.93,11.25,11.9,11.05,-0.327333333,-2.072166667,-4.96163295,-19.17146667
+02/11/2018,2.2,23.7,5.8,26,7.6,-39.58,-52.77,-313.94,11.85,12.25,11.7,-0.327333333,-2.072166667,-4.96163295,-19.17146667
+03/11/2018,2.2,2.8,1.6,3.6,3.6,-39.58,-52.77,-313.94,14.2,15.35,13.15,-0.327333333,-2.072166667,-4.96163295,-19.17146667
+04/11/2018,0,0,0.2,0.2,0.2,-39.59,-52.78,-313.99,11.55,12.9,11.05,-0.310966667,-1.968558333,-4.713551303,-18.21289333
+05/11/2018,1.8,2.6,1.8,2.6,2,-39.59,-52.78,-314,10.95,11.85,10.6,-0.327333333,-2.072166667,-4.96163295,-19.17146667
+06/11/2018,4,11.6,13.2,13.2,9.4,-39.59,-52.78,-313.98,11.2,11.75,11.15,-0.327333333,-2.072166667,-4.96163295,-19.17146667
+07/11/2018,21,10,31.6,8.6,5.2,-39.58,-52.77,-313.98,9.7,8.5,9.7,-0.327333333,-2.072166667,-4.96163295,-19.17146667
+08/11/2018,1.2,0.4,2.2,0.8,1.2,-39.58,-52.77,-313.95,10,9.2,9,-0.327333333,-2.072166667,-4.96163295,-19.17146667
+09/11/2018,0,0,0,0.4,0.2,-39.59,-52.78,-313.98,10.05,8.9,9.25,-0.327333333,-2.072166667,-4.96163295,-19.17146667
+10/11/2018,0,0,0,0.2,0.2,-39.59,-52.78,-314,10.55,10,9.75,-0.327333333,-2.072166667,-4.96163295,-19.17146667
+11/11/2018,0,0,0,0.4,0.4,-39.59,-52.78,-313.98,11.5,9.8,10.45,-0.310966667,-1.968558333,-4.713551303,-18.21289333
+12/11/2018,0,0,0.2,0.4,0,-39.6,-52.78,-313.93,11.45,10.9,10.75,-0.327333333,-2.072166667,-4.96163295,-19.17146667
+13/11/2018,0,0,0.2,0,0,-39.6,-52.78,-313.93,11,9.2,9.45,-0.327333333,-2.072166667,-4.96163295,-19.17146667
+14/11/2018,0.2,0,0.2,0,0,-39.6,-52.79,-313.96,10.75,9.1,9.7,-0.327333333,-2.072166667,-4.96163295,-19.17146667
+15/11/2018,0,0.2,0,0.4,0,-39.6,-52.79,-314.01,9.75,8.45,8.3,-0.327333333,-2.072166667,-4.96163295,-19.17146667
+16/11/2018,0,0,0,0,0,-39.6,-52.79,-314.05,6.55,6.75,6.15,-0.327333333,-2.072166667,-4.96163295,-19.17146667
+17/11/2018,0,0,0,0,0,-39.61,-52.79,-314.08,4.75,6.3,4.45,-0.327333333,-2.072166667,-4.96163295,-19.17146667
+18/11/2018,0,0,0.2,0,0,-39.6,-52.79,-314.14,2.4,3.4,1.95,-0.310966667,-1.968558333,-4.713551303,-18.21289333
+19/11/2018,0,0,0,0,0,-39.6,-52.79,-314.23,2.8,1.45,1.55,-0.327333333,-2.072166667,-4.96163295,-19.17146667
+20/11/2018,16.8,30.7,24.8,29.8,6.2,-39.6,-52.78,-314.27,6.35,6.9,6.3,-0.327333333,-2.072166667,-4.96163295,-19.17146667
+21/11/2018,25.2,38.6,34.2,38.8,5.8,-39.59,-52.78,-314.17,5.45,5.05,5.2,-0.327333333,-2.072166667,-4.96163295,-19.17146667
+22/11/2018,3,4.6,5.4,5,2.2,-39.59,-52.78,-314.12,8.35,8.1,7.45,-0.327333333,-2.072166667,-4.96163295,-19.17146667
+23/11/2018,6.2,9.4,10.4,11,3.4,-39.59,-52.78,-314.11,9,7.55,7.5,-0.327333333,-2.072166667,-4.96163295,-19.17146667
+24/11/2018,3,7.8,10,8.4,5.2,-39.58,-52.77,-314.17,10.3,10.65,9.75,-0.327333333,-2.072166667,-4.96163295,-19.17146667
+25/11/2018,4,13.4,13,15.2,8.2,-39.57,-52.76,-314.26,8.1,7.35,7.15,-0.310966667,-1.968558333,-4.713551303,-18.21289333
+26/11/2018,17.8,30.2,19,32,12.2,-39.56,-52.76,-314.32,5.95,5.7,5.05,-0.327333333,-2.072166667,-4.96163295,-19.17146667
+27/11/2018,0.2,1.2,0,1.2,1.6,-39.56,-52.76,-314.3,5.05,5,4.9,-0.327333333,-2.072166667,-4.96163295,-19.17146667
+28/11/2018,0,0.4,0,0.4,0.2,-39.56,-52.76,-314.21,3.35,2.85,3.25,-0.327333333,-2.072166667,-4.96163295,-19.17146667
+29/11/2018,0,0,0,0,0,-39.56,-52.76,-314.14,5.3,4.9,4.65,-0.327333333,-2.072166667,-4.96163295,-19.17146667
+30/11/2018,0,0,0,0,0,-39.57,-52.77,-314.17,4.9,3.6,3.9,-0.327333333,-2.072166667,-4.96163295,-19.17146667
+01/12/2018,4.6,10.8,15.4,12,3.8,-39.57,-52.77,-314.19,,6.55,5.85,0,0,-4.662372529,-18.51197711
+02/12/2018,0,0,0,0.2,0,-39.58,-52.77,-314.17,,5.55,5.45,0,0,-4.429253902,-17.58637825
+03/12/2018,0,0.8,0.8,3.2,0.4,-39.58,-52.77,-314.2,,9.25,8.8,0,0,-4.662372529,-18.51197711
+04/12/2018,0,0.4,0,0.8,0.8,-39.58,-52.78,-314.2,10.75,8.85,9.25,0,0,-4.662372529,-18.51197711
+05/12/2018,0,0,0,0,0,-39.59,-52.78,-314.14,10.1,8.35,8.5,0,0,-4.662372529,-18.51197711
+06/12/2018,0,0,0,0,0,-39.59,-52.78,-314.17,7.5,5.85,5.95,0,0,-4.662372529,-18.51197711
+07/12/2018,3.2,12.6,0.8,14.6,3.8,-39.59,-52.78,-314.18,7.35,6.45,6.3,0,0,-4.662372529,-18.51197711
+08/12/2018,3,4,2,5,0.6,-39.59,-52.78,-314.26,7.6,5.95,6.15,0,0,-4.662372529,-18.51197711
+09/12/2018,0,0,0,0,0,-39.59,-52.78,-314.27,7.2,6.5,6.05,0,0,-4.429253902,-17.58637825
+10/12/2018,0,1.4,0.2,4.6,0.6,-39.6,-52.79,-314.26,7.35,4.8,5.05,0,0,-4.662372529,-18.51197711
+11/12/2018,0,0,0,0,0,-39.6,-52.79,-314.25,2.7,1.25,2.3,0,0,-4.662372529,-18.51197711
+12/12/2018,0,0,0,0,0,-39.6,-52.79,-314.26,2.45,1.3,1.15,0,0,-4.662372529,-18.51197711
+13/12/2018,3.2,0.2,3,0,6.4,-39.6,-52.79,-314.32,0.55,1,0.65,0,0,-4.662372529,-18.51197711
+14/12/2018,7.2,6.2,4.6,4.8,8.2,-39.6,-52.79,-314.35,0.15,1.45,0,0,0,-4.662372529,-18.51197711
+15/12/2018,0,4.6,0,1.2,0.4,,-52.79,-314.31,-1.65,-2.25,-1.75,0,0,-4.662372529,-18.51197711
+16/12/2018,0.2,2,0,1.4,0,,-52.79,-314.28,0.85,-0.75,-0.25,0,0,-4.429253902,-17.58637825
+17/12/2018,17.6,33.5,19.4,31.6,4.6,,-52.79,-314.32,,1.55,0.8,0,0,-4.662372529,-18.51197711
+18/12/2018,0.2,1.4,0,0.4,0,,-52.79,-314.23,1.95,1.75,1.35,0,0,-4.662372529,-18.51197711
+19/12/2018,0,0.2,0,4.6,0.4,,-52.79,-314.24,4.4,3,3.15,0,0,-4.662372529,-18.51197711
+20/12/2018,5.8,18.6,12.4,25.4,5.4,,-52.79,-314.26,5.2,5,4.8,0,0,-4.662372529,-18.51197711
+21/12/2018,1.6,0.6,0.4,1,1,,-52.79,-314.23,5.9,5.6,5.05,0,0,-4.662372529,-18.51197711
+22/12/2018,0,0,0,0,0,,-52.79,-314.25,7.75,6.95,7.85,0,0,-4.662372529,-18.51197711
+23/12/2018,0,0,0.2,0.2,0,,-52.79,-314.26,8.9,8.4,7.55,0,0,-4.429253902,-17.58637825
+24/12/2018,0,0.2,0,0.2,0,,-52.79,-314.31,7.25,7.95,6.25,0,0,-4.662372529,-18.51197711
+25/12/2018,0,0,0,0,0,,-52.79,-314.27,3.3,3.65,2.55,0,0,-4.662372529,-18.51197711
+26/12/2018,0,0,0,0,0,,-52.79,-314.24,4.8,2.95,3.6,0,0,-4.662372529,-18.51197711
+27/12/2018,0,0,0,0,0,,-52.8,-314.27,5.15,4.25,3.85,0,0,-4.662372529,-18.51197711
+28/12/2018,0,0,0,0,0,,-52.8,-314.3,5.1,5.15,3.65,0,0,-4.662372529,-18.51197711
+29/12/2018,0,0,0,0.2,0,,-52.8,-314.3,7,6.5,5.25,0,0,-4.662372529,-18.51197711
+30/12/2018,0,0,0,0,0,,-52.8,-314.32,5.35,5.25,4.25,0,0,-4.429253902,-17.58637825
+31/12/2018,0,0,0,0,0,,-52.8,-314.32,5.85,4.7,4.6,0,0,-4.662372529,-18.51197711
+01/01/2019,0,0,0,0,0,,-52.8,-314.33,4.15,2.8,3.05,0,0,-4.608844953,-18.43629553
+02/01/2019,0,0,0,0.2,0,,-52.8,-314.41,3.5,3.4,3.45,0,0,-4.608844953,-18.43629553
+03/01/2019,0,0,0,0,0,,-52.8,-314.37,-1.35,-2.2,-1.85,0,0,-4.608844953,-18.43629553
+04/01/2019,0,0,0,0,0,,-52.8,-314.35,-2.95,-3.6,-3.4,0,0,-4.608844953,-18.43629553
+05/01/2019,0,0,0,0,0,,-52.81,-314.39,1.85,-1,1.05,0,0,-4.608844953,-18.43629553
+06/01/2019,0,0,0,0,0,,-52.81,-314.41,5.1,3.85,4.05,0,0,-4.378402706,-17.51448075
+07/01/2019,0,0,0,0,0,,-52.81,-314.38,4.75,3.6,3.45,0,0,-4.608844953,-18.43629553
+08/01/2019,0,0,0,0,0,,-52.81,-314.44,3.25,1.15,1.25,0,0,-4.608844953,-18.43629553
+09/01/2019,0,0,0,0,0,,-52.81,-314.58,2.65,3.4,2.85,0,0,-4.608844953,-18.43629553
+10/01/2019,0,0,0,0,0,-39.55,-52.81,-314.56,0,0.5,0.25,0,0,-4.608844953,-18.43629553
+11/01/2019,0,0,0,0,0,-39.55,-52.81,-314.48,-0.8,-1.7,-1,0,0,-4.608844953,-18.43629553
+12/01/2019,0,0,0,0,0,-39.55,-52.81,-314.46,1.2,-1.25,0.4,0,0,-4.608844953,-18.43629553
+13/01/2019,0,0.2,0,0,0,-39.55,-52.81,-314.51,3.65,3.15,2.5,0,0,-4.378402706,-17.51448075
+14/01/2019,0,0,0,0,0,-39.56,-52.81,-314.57,5.15,4.9,4.2,0,0,-4.608844953,-18.43629553
+15/01/2019,0,0,0,0,0,-39.56,-52.82,-314.48,4.65,3.1,3,0,0,-4.608844953,-18.43629553
+16/01/2019,0,0,0,0,0,-39.56,-52.82,-314.43,4.95,2.85,2.45,0,0,-4.608844953,-18.43629553
+17/01/2019,0.2,1.8,1.2,2.2,1,-39.56,-52.82,-314.51,4.05,4.6,4.05,0,0,-4.608844953,-18.43629553
+18/01/2019,4.8,14.4,13,15.6,10,-39.56,-52.82,-314.56,4.9,4.15,3.65,0,0,-4.608844953,-18.43629553
+19/01/2019,2.2,9.4,6.4,8.8,6,-39.56,-52.82,-314.55,2.35,1.95,1.55,0,0,-4.608844953,-18.43629553
+20/01/2019,2,2.2,2.4,3.8,3.2,-39.56,-52.82,-314.54,2.25,1.65,1.45,0,0,-4.378402706,-17.51448075
+21/01/2019,0,0.2,0,1.6,0,-39.56,-52.82,-314.55,0.45,1.45,0.3,0,0,-4.608844953,-18.43629553
+22/01/2019,4,1.2,1,1,12,-39.56,-52.82,-314.62,-1.25,-0.95,-1,0,0,-4.608844953,-18.43629553
+23/01/2019,4,0,4.2,0,4.2,-39.56,-52.82,-314.7,0.2,-0.2,0.05,0,0,-4.608844953,-18.43629553
+24/01/2019,12.6,19.4,9,0.6,61.4,-39.56,-52.82,-314.71,-0.1,-0.4,0,0,0,-4.608844953,-18.43629553
+25/01/2019,0,0,0,0.2,64.6,-39.56,-52.82,-314.64,-1.25,-0.65,-0.55,0,0,-4.608844953,-18.43629553
+26/01/2019,0,0,0,2.4,0.8,-39.57,-52.82,-314.56,1.3,1.65,1.25,0,0,-4.608844953,-18.43629553
+27/01/2019,0,0,0,10.2,0.4,-39.57,-52.82,-314.58,3.95,2.9,2.65,0,0,-4.378402706,-17.51448075
+28/01/2019,5.4,19,17.8,44.2,7.8,-39.56,-52.82,-314.67,3.1,2.25,2.6,0,0,-4.608844953,-18.43629553
+29/01/2019,7.8,7.6,5.4,3.2,5.8,-39.56,-52.82,-314.61,-0.2,0.4,-0.45,0,0,-4.608844953,-18.43629553
+30/01/2019,0.2,0,0,4.4,1.2,-39.56,-52.82,-314.64,-0.65,-2.05,-1.65,0,0,-4.608844953,-18.43629553
+31/01/2019,11.8,13.2,14.2,0.4,1,-39.56,-52.82,-314.61,1.1,0.15,0.95,0,0,-4.608844953,-18.43629553
+01/02/2019,9.8,20.2,20.8,41.4,13.6,-39.55,-52.81,-314.61,6.15,6.25,5.95,-0.336304945,-2.61592033,-5.131288265,-20.52221939
+02/02/2019,54.6,76.3,67.8,88.6,21.6,-39.5,-52.78,-314.63,5,5.65,4.95,-0.336304945,-2.61592033,-5.131288265,-20.52221939
+03/02/2019,22.6,44,35.4,50,17.2,-39.44,-52.74,-314.59,3.05,3.35,2.85,-0.319489698,-2.485124313,-4.874723852,-19.49610842
+04/02/2019,4.8,7.6,7.4,9.4,12.8,-39.42,-52.73,-314.44,2.65,4.5,2.45,-0.336304945,-2.61592033,-5.131288265,-20.52221939
+05/02/2019,0,0,0,0,4.8,-39.43,-52.73,-314.39,3.4,3.2,3.6,-0.336304945,-2.61592033,-5.131288265,-20.52221939
+06/02/2019,0,0,0,0,2.2,-39.44,-52.74,-314.37,4.75,4.25,4.45,-0.336304945,-2.61592033,-5.131288265,-20.52221939
+07/02/2019,0,0,0,0,0,-39.45,-52.74,-314.35,5.4,4.55,4.3,-0.336304945,-2.61592033,-5.131288265,-20.52221939
+08/02/2019,0,0,0,0,0,-39.46,-52.75,-314.34,5.6,4.1,4.7,-0.336304945,-2.61592033,-5.131288265,-20.52221939
+09/02/2019,0,0,0,0,0,-39.47,-52.76,-314.3,5.95,4.15,4.3,-0.336304945,-2.61592033,-5.131288265,-20.52221939
+10/02/2019,0,0,0.2,0.2,0,-39.48,-52.76,-314.3,5.3,4.2,3.85,-0.319489698,-2.485124313,-4.874723852,-19.49610842
+11/02/2019,0,0,0,0,0,-39.48,-52.76,-314.35,5.4,3.8,4.65,-0.336304945,-2.61592033,-5.131288265,-20.52221939
+12/02/2019,0,0,0,0,0,-39.49,-52.77,-314.23,5,3,3.85,-0.336304945,-2.61592033,-5.131288265,-20.52221939
+13/02/2019,0,0,0,0,0,-39.5,-52.77,-314.13,3.6,3.1,2.55,-0.336304945,-2.61592033,-5.131288265,-20.52221939
+14/02/2019,0,0,0,0,0,-39.5,-52.78,-314.1,7.6,7.35,7,-0.336304945,-2.61592033,-5.131288265,-20.52221939
+15/02/2019,0,0,0,0,0,-39.51,-52.78,-314.12,7.15,7.55,6.7,-0.336304945,-2.61592033,-5.131288265,-20.52221939
+16/02/2019,0,0,0,0,0,-39.51,-52.78,-314.11,6.65,5,5.25,-0.336304945,-2.61592033,-5.131288265,-20.52221939
+17/02/2019,0,0,0,0,0,-39.51,-52.78,-314.1,7.85,6.35,5.95,-0.319489698,-2.485124313,-4.874723852,-19.49610842
+18/02/2019,0,0,0,0,0,-39.51,-52.79,-314.11,6.75,5.2,5.25,-0.336304945,-2.61592033,-5.131288265,-20.52221939
+19/02/2019,0,0,0,0,0,-39.52,-52.79,-314.12,4.45,4.05,3.55,-0.336304945,-2.61592033,-5.131288265,-20.52221939
+20/02/2019,0,0,0,0,0,-39.52,-52.79,-314.1,5.4,4.05,3.65,-0.336304945,-2.61592033,-5.131288265,-20.52221939
+21/02/2019,0,0,0,0.2,0,-39.52,-52.79,-314.06,6.75,5.75,5.3,-0.336304945,-2.61592033,-5.131288265,-20.52221939
+22/02/2019,0,0,0,0,0,-39.52,-52.79,-314.06,7.55,7,6.7,-0.336304945,-2.61592033,-5.131288265,-20.52221939
+23/02/2019,4,0,0,0,0,-39.53,-52.79,-314.07,1.7,2.15,1.45,-0.336304945,-2.61592033,-5.131288265,-20.52221939
+24/02/2019,4.8,0,0,0,0,-39.53,-52.79,-314.02,0.25,2.95,0.4,-0.319489698,-2.485124313,-4.874723852,-19.49610842
+25/02/2019,0.6,0,0,0,0,-39.53,-52.8,-314,4.55,4.4,4.6,-0.336304945,-2.61592033,-5.131288265,-20.52221939
+26/02/2019,0.8,0,0,0,0,-39.53,-52.8,-313.99,8.15,6.7,6.65,-0.336304945,-2.61592033,-5.131288265,-20.52221939
+27/02/2019,0,0,0,0,0,-39.53,-52.8,-314,11.35,10.6,9.55,-0.336304945,-2.61592033,-5.131288265,-20.52221939
+28/02/2019,0,0,0,0,0,-39.53,-52.8,-314.01,9.35,8.05,8.2,-0.336304945,-2.61592033,-5.131288265,-20.52221939
+01/03/2019,0,0,0,0,0,-39.53,-52.8,-314.08,6.35,5.05,4.95,-0.315702393,-2.421873049,-4.681664932,-18.46326743
+02/03/2019,0,0,0,0,0,-39.53,-52.8,-314.06,9.4,8.1,7.95,-0.315702393,-2.421873049,-4.681664932,-18.46326743
+03/03/2019,0,0,0,0,0,-39.53,-52.8,-314,9.55,7.1,7.8,-0.299917274,-2.300779396,-4.447581686,-17.54010406
+04/03/2019,0,0,0,0,0,-39.53,-52.8,-314.02,7.05,6.7,5.65,-0.315702393,-2.421873049,-4.681664932,-18.46326743
+05/03/2019,0,0,0,0,0,-39.54,-52.8,-314.02,7.85,7.65,6.4,-0.315702393,-2.421873049,-4.681664932,-18.46326743
+06/03/2019,0,0,0,0,0,-39.54,-52.8,-313.97,8.55,6,6.2,-0.315702393,-2.421873049,-4.681664932,-18.46326743
+07/03/2019,0,0,0,0,0,-39.54,-52.8,-313.99,10.6,10.15,10.05,-0.315702393,-2.421873049,-4.681664932,-18.46326743
+08/03/2019,0,0,0,0,0,-39.54,-52.8,-313.95,8.7,7.9,7,-0.315702393,-2.421873049,-4.681664932,-18.46326743
+09/03/2019,0,0,0,0,0,-39.54,-52.8,-313.9,8.8,7.45,6.9,-0.315702393,-2.421873049,-4.681664932,-18.46326743
+10/03/2019,0,0,0,0,0,-39.54,-52.8,-313.91,8.8,6.05,6.55,-0.299917274,-2.300779396,-4.447581686,-17.54010406
+11/03/2019,0,0,0,0,0,-39.54,-52.8,-313.97,6.15,6.25,5.55,-0.315702393,-2.421873049,-4.681664932,-18.46326743
+12/03/2019,3.2,4.8,4.2,0.2,0.8,-39.55,-52.8,-313.92,3.25,2.35,3.4,-0.315702393,-2.421873049,-4.681664932,-18.46326743
+13/03/2019,0,0,0,4.2,2.6,-39.54,-52.8,-313.96,5.7,4.2,3.7,-0.315702393,-2.421873049,-4.681664932,-18.46326743
+14/03/2019,0.4,3.2,3,5.2,1.4,-39.54,-52.8,-313.97,5.9,5.05,6,-0.315702393,-2.421873049,-4.681664932,-18.46326743
+15/03/2019,0,0,0,0,0,-39.54,-52.8,-313.95,9,9,8.75,-0.315702393,-2.421873049,-4.681664932,-18.46326743
+16/03/2019,0,0,0,0,0,-39.55,-52.8,-313.9,8.5,6.15,7,-0.315702393,-2.421873049,-4.681664932,-18.46326743
+17/03/2019,0,0,0,0,0,-39.55,-52.8,-313.9,8.75,8.55,7.15,-0.299917274,-2.300779396,-4.447581686,-17.54010406
+18/03/2019,0,0,0,0,0,-39.55,-52.8,-313.93,6.75,6.45,5.95,-0.315702393,-2.421873049,-4.681664932,-18.46326743
+19/03/2019,1.2,2,4.2,3.6,2.8,-39.55,-52.8,-313.9,3.05,3.1,2.8,-0.315702393,-2.421873049,-4.681664932,-18.46326743
+20/03/2019,0,0,0,0,0,-39.55,-52.81,-313.83,3.65,4.2,3.7,-0.315702393,-2.421873049,-4.681664932,-18.46326743
+21/03/2019,0,0,0,0,0,-39.55,-52.81,-313.8,7.1,7.15,7.05,-0.315702393,-2.421873049,-4.681664932,-18.46326743
+22/03/2019,0,0,0,0,0,-39.55,-52.81,-313.79,10.6,9.8,9.45,-0.315702393,-2.421873049,-4.681664932,-18.46326743
+23/03/2019,0,0,0,0,0,-39.55,-52.81,-313.81,12.2,10.4,10.15,-0.315702393,-2.421873049,-4.681664932,-18.46326743
+24/03/2019,0,0,0,0,0,-39.55,-52.81,-313.82,13.15,11.1,11.4,-0.299917274,-2.300779396,-4.447581686,-17.54010406
+25/03/2019,0,0,0,0,0,-39.55,-52.8,-313.88,10.75,11.3,10.4,-0.315702393,-2.421873049,-4.681664932,-18.46326743
+26/03/2019,2.2,4.8,0.4,4,1.6,-39.55,-52.8,-313.91,2.9,4,2.8,-0.315702393,-2.421873049,-4.681664932,-18.46326743
+27/03/2019,2.4,0,0,0.6,0.4,-39.55,-52.81,-313.84,5.75,5.5,5.6,-0.315702393,-2.421873049,-4.681664932,-18.46326743
+28/03/2019,0,0,0,0,0.8,-39.55,-52.8,-313.81,4.9,4.95,4.85,-0.315702393,-2.421873049,-4.681664932,-18.46326743
+29/03/2019,0,0,0,0,0,-39.55,-52.81,-313.77,7.45,6.95,6.5,-0.315702393,-2.421873049,-4.681664932,-18.46326743
+30/03/2019,0,0,0,0,0,-39.55,-52.81,-313.78,9.15,7.1,7.7,-0.315702393,-2.421873049,-4.681664932,-18.46326743
+31/03/2019,0,0,0,0,0,-39.55,-52.81,-313.83,12.15,9.8,10.15,-0.299917274,-2.300779396,-4.447581686,-17.54010406
+01/04/2019,0,0,0,0,0,-39.55,-52.81,-313.85,12.9,10.95,11.55,-0.326077778,-2.473255556,-4.849788889,-19.10786667
+02/04/2019,0,0,0,0,0,-39.55,-52.8,-313.85,11,11.35,10.9,-0.326077778,-2.473255556,-4.849788889,-19.10786667
+03/04/2019,0,0,0,0,0,-39.54,-52.8,-313.89,7.75,7.3,7,-0.326077778,-2.473255556,-4.849788889,-19.10786667
+04/04/2019,4.2,9,11,10,5.8,-39.53,-52.79,-313.96,4.9,4.65,5,-0.326077778,-2.473255556,-4.849788889,-19.10786667
+05/04/2019,63.4,85.6,74.8,90.4,23.4,-39.51,-52.78,-313.94,4.4,4.05,4.35,-0.326077778,-2.473255556,-4.849788889,-19.10786667
+06/04/2019,0,0,0,0,6.2,-39.52,-52.78,-313.89,7.65,5.9,5.8,-0.326077778,-2.473255556,-4.849788889,-19.10786667
+07/04/2019,0.8,1.8,1.8,2.8,2.6,-39.52,-52.78,-313.88,7.25,6.7,5.5,-0.309773889,-2.349592778,-4.607299444,-18.15247333
+08/04/2019,0,0.2,0,0.2,0,-39.52,-52.78,-313.86,6.8,6.2,5.8,-0.326077778,-2.473255556,-4.849788889,-19.10786667
+09/04/2019,0,0,0,0,0,-39.52,-52.78,-313.84,9.5,9.6,8.2,-0.326077778,-2.473255556,-4.849788889,-19.10786667
+10/04/2019,0,0.8,0,1.4,1,-39.52,-52.79,-313.84,7.95,7.15,6.7,-0.326077778,-2.473255556,-4.849788889,-19.10786667
+11/04/2019,3.4,3.2,2,3,2.2,-39.52,-52.79,-313.83,8.2,7.65,7.7,-0.326077778,-2.473255556,-4.849788889,-19.10786667
+12/04/2019,8,10,12.2,17.8,3,-39.52,-52.79,-313.8,8.15,7.85,7.75,-0.326077778,-2.473255556,-4.849788889,-19.10786667
+13/04/2019,8.6,0,2,0,0.2,-39.52,-52.79,-313.78,6.15,6.4,6.1,-0.326077778,-2.473255556,-4.849788889,-19.10786667
+14/04/2019,0,0,0,0,0,-39.52,-52.79,-313.78,6.15,4.9,4.35,-0.309773889,-2.349592778,-4.607299444,-18.15247333
+15/04/2019,3,21.8,4.4,14.2,4.2,-39.53,-52.79,-313.73,6.7,7.05,6.3,-0.326077778,-2.473255556,-4.849788889,-19.10786667
+16/04/2019,0,0,0,0,0,-39.53,-52.79,-313.68,8.75,7.4,6.85,-0.326077778,-2.473255556,-4.849788889,-19.10786667
+17/04/2019,2.4,8.5,0,7.2,1.6,-39.53,-52.79,-313.66,10.1,9.55,9.3,-0.326077778,-2.473255556,-4.849788889,-19.10786667
+18/04/2019,0,0,0,0,0,-39.53,-52.79,-313.64,11,10.1,9.45,-0.326077778,-2.473255556,-4.849788889,-19.10786667
+19/04/2019,0,0,0,0,0,-39.53,-52.79,-313.6,11.45,10.25,10.5,-0.326077778,-2.473255556,-4.849788889,-19.10786667
+20/04/2019,0,0,0,0,0,-39.53,-52.79,-313.62,12.7,10.55,11.05,-0.326077778,-2.473255556,-4.849788889,-19.10786667
+21/04/2019,0,0,0,0,0,-39.53,-52.79,-313.66,14.3,13.2,12.9,-0.309773889,-2.349592778,-4.607299444,-18.15247333
+22/04/2019,0,0,0,0,0,-39.53,-52.79,-313.75,13.95,13.15,12.6,-0.326077778,-2.473255556,-4.849788889,-19.10786667
+23/04/2019,28.6,46.9,33.4,48,15,-39.52,-52.79,-313.78,10.55,10.6,10.3,-0.326077778,-2.473255556,-4.849788889,-19.10786667
+24/04/2019,13.6,16,38.4,19.6,12.2,-39.51,-52.78,-313.68,13.9,12.85,13.25,-0.326077778,-2.473255556,-4.849788889,-19.10786667
+25/04/2019,0,0,0,0,0,-39.51,-52.78,-313.64,17.45,14.75,15.3,-0.326077778,-2.473255556,-4.849788889,-19.10786667
+26/04/2019,0.2,0,0.6,0.4,0.2,-39.51,-52.78,-313.65,10.95,11.3,10.65,-0.326077778,-2.473255556,-4.849788889,-19.10786667
+27/04/2019,5,7.8,5.6,6.6,1.4,-39.51,-52.78,-313.64,11.35,10.6,11.25,-0.326077778,-2.473255556,-4.849788889,-19.10786667
+28/04/2019,0,0,0,0,0,-39.51,-52.78,-313.67,10.2,8.55,8.85,-0.309773889,-2.349592778,-4.607299444,-18.15247333
+29/04/2019,1.8,1.4,0.4,3,1.4,-39.51,-52.78,-313.68,5.7,6.2,6.05,-0.326077778,-2.473255556,-4.849788889,-19.10786667
+30/04/2019,5,4.8,6.8,4.2,1.8,-39.51,-52.78,-313.65,8.75,7.35,8.6,-0.326077778,-2.473255556,-4.849788889,-19.10786667
+01/05/2019,0,0,0,0,0,-39.51,-52.78,-313.63,10.75,9.85,9.6,-0.29973607,-2.491041056,-4.767845994,-18.55784599
+02/05/2019,2.6,4.6,4.6,3.6,3,-39.51,-52.78,-313.61,11.3,9.65,9.7,-0.29973607,-2.491041056,-4.767845994,-18.55784599
+03/05/2019,0,0,0,0,0,-39.51,-52.78,-313.63,11.55,10.95,10.6,-0.29973607,-2.491041056,-4.767845994,-18.55784599
+04/05/2019,0,0,0,0,0,-39.51,-52.78,-313.68,10.4,9.6,9.5,-0.29973607,-2.491041056,-4.767845994,-18.55784599
+05/05/2019,2.6,5,3.6,7.8,2.2,-39.51,-52.77,-313.72,5.95,4.6,5.05,-0.284749267,-2.366489003,-4.529453694,-17.62995369
+06/05/2019,11.8,6.4,10,8,11.2,-39.51,-52.77,-313.61,4.55,4.8,4.05,-0.29973607,-2.491041056,-4.767845994,-18.55784599
+07/05/2019,0,0.4,0.4,1,0.6,-39.51,-52.77,-313.51,9.1,7.3,6.85,-0.29973607,-2.491041056,-4.767845994,-18.55784599
+08/05/2019,0,0,0,0,0,-39.51,-52.77,-313.51,8.95,6.75,7.5,-0.29973607,-2.491041056,-4.767845994,-18.55784599
+09/05/2019,2.2,7.6,7,9.2,3.4,-39.51,-52.77,-313.57,11.4,11.5,10.8,-0.29973607,-2.491041056,-4.767845994,-18.55784599
+10/05/2019,0,0.2,0,0.2,0,-39.51,-52.77,-313.51,12.05,11.05,11.4,-0.29973607,-2.491041056,-4.767845994,-18.55784599
+11/05/2019,0,0,0,0,0,-39.51,-52.77,-313.47,12.3,10.25,11.1,-0.29973607,-2.491041056,-4.767845994,-18.55784599
+12/05/2019,17.2,10.4,14.8,10.8,2.2,-39.5,-52.77,-313.52,8.85,8.35,8.7,-0.284749267,-2.366489003,-4.529453694,-17.62995369
+13/05/2019,37.4,26.2,35.6,27.2,15.4,-39.5,-52.77,-313.49,6.9,9.2,6.9,-0.29973607,-2.491041056,-4.767845994,-18.55784599
+14/05/2019,0,0.2,0,0,0,-39.49,-52.76,-313.46,5.55,7.35,5.35,-0.29973607,-2.491041056,-4.767845994,-18.55784599
+15/05/2019,0,0,0,0,0,-39.49,-52.76,-313.48,4.35,5.25,4.35,-0.29973607,-2.491041056,-4.767845994,-18.55784599
+16/05/2019,1.2,1.2,0.6,1.4,3.6,-39.49,-52.76,-313.45,8.65,7.7,8.5,-0.29973607,-2.491041056,-4.767845994,-18.55784599
+17/05/2019,0,0,0,0,0,-39.49,-52.76,-313.45,10.9,9,9,-0.29973607,-2.491041056,-4.767845994,-18.55784599
+18/05/2019,23.4,12.4,20.8,16.8,4.4,-39.48,-52.76,-313.47,10.4,10.25,10.05,-0.29973607,-2.491041056,-4.767845994,-18.55784599
+19/05/2019,9,23.1,35,24.8,7.8,-39.48,-52.75,-313.44,9.5,9.05,9.65,-0.284749267,-2.366489003,-4.529453694,-17.62995369
+20/05/2019,24.4,32.6,21.6,21.8,7.2,-39.47,-52.75,-313.39,10.25,9.8,9.2,-0.29973607,-2.491041056,-4.767845994,-18.55784599
+21/05/2019,1.6,2.6,3,4,1.8,-39.47,-52.75,-313.33,11.9,12.5,11.45,-0.29973607,-2.491041056,-4.767845994,-18.55784599
+22/05/2019,0,1.2,0.6,2.2,0.4,-39.46,-52.74,-313.28,11,11.3,11.25,-0.29973607,-2.491041056,-4.767845994,-18.55784599
+23/05/2019,15.2,13.9,15.8,20,6.2,-39.46,-52.74,-313.25,13,12.85,12.55,-0.29973607,-2.491041056,-4.767845994,-18.55784599
+24/05/2019,3.2,0.2,0.4,0.8,2.2,-39.46,-52.74,-313.24,14.1,13.6,12.45,-0.29973607,-2.491041056,-4.767845994,-18.55784599
+25/05/2019,0,0,0.2,0.2,0.2,-39.46,-52.74,-313.22,14.95,12.45,13.5,-0.29973607,-2.491041056,-4.767845994,-18.55784599
+26/05/2019,6.2,9.4,6.4,7.2,6.6,-39.46,-52.74,-313.23,11.95,11.75,11.8,-0.284749267,-2.366489003,-4.529453694,-17.62995369
+27/05/2019,17.4,30.4,22,35,12,-39.45,-52.73,-313.24,14.45,13.2,13.95,-0.29973607,-2.491041056,-4.767845994,-18.55784599
+28/05/2019,39.2,17.1,16.8,18.6,6.8,-39.44,-52.73,-313.21,13.05,12.65,12.4,-0.29973607,-2.491041056,-4.767845994,-18.55784599
+29/05/2019,4.2,14.9,5.2,14.8,6.2,-39.43,-52.72,-313.15,11.05,11.75,10.4,-0.29973607,-2.491041056,-4.767845994,-18.55784599
+30/05/2019,13,11.1,34.4,21.6,6,-39.43,-52.72,-313.04,10.7,10.55,10.75,-0.29973607,-2.491041056,-4.767845994,-18.55784599
+31/05/2019,0,0,0.4,0,0,-39.43,-52.72,-312.99,11.85,11.1,12,-0.29973607,-2.491041056,-4.767845994,-18.55784599
+01/06/2019,0,0,0,0,0,-39.43,-52.72,-312.96,15,14.5,14.3,-0.328692308,-2.579705128,-5.217244444,-19.27423333
+02/06/2019,0,0,0,0,0,-39.43,-52.72,-312.95,18.05,17.2,18.4,-0.312257692,-2.450719872,-4.956382222,-18.31052167
+03/06/2019,0,0,0,0,0,-39.43,-52.72,-312.92,20.1,16.85,17.45,-0.328692308,-2.579705128,-5.217244444,-19.27423333
+04/06/2019,0,0,0,0,0,-39.43,-52.72,-312.9,19,15.95,18.2,-0.328692308,-2.579705128,-5.217244444,-19.27423333
+05/06/2019,0,0,0,0,0,-39.43,-52.72,-312.89,18.2,16.3,17.5,-0.328692308,-2.579705128,-5.217244444,-19.27423333
+06/06/2019,0,0,0,0,0,-39.43,-52.72,-312.84,16.5,14.7,14.9,-0.328692308,-2.579705128,-5.217244444,-19.27423333
+07/06/2019,0,0,0,0,0,-39.43,-52.72,-312.77,17.35,16.5,16.85,-0.328692308,-2.579705128,-5.217244444,-19.27423333
+08/06/2019,0,0,0,0,0,-39.43,-52.72,-312.71,22.95,21.15,21.45,-0.328692308,-2.579705128,-5.217244444,-19.27423333
+09/06/2019,0,0,0,0,0,-39.43,-52.72,-312.69,23.55,20.75,21.6,-0.312257692,-2.450719872,-4.956382222,-18.31052167
+10/06/2019,0,0,0,0,0,-39.43,-52.72,-312.72,24.25,22.45,22.45,-0.328692308,-2.579705128,-5.217244444,-19.27423333
+11/06/2019,0,0,0,0,0,-39.43,-52.72,-312.72,21.6,19.55,21.1,-0.328692308,-2.579705128,-5.217244444,-19.27423333
+12/06/2019,0,0,0,0,0,-39.43,-52.72,-312.68,21.1,19.1,19.75,-0.328692308,-2.579705128,-5.217244444,-19.27423333
+13/06/2019,0,0,0,0,0,-39.43,-52.72,-312.61,20.2,18.15,18.35,-0.328692308,-2.579705128,-5.217244444,-19.27423333
+14/06/2019,0,0,0,0,0,-39.43,-52.72,-312.56,24.9,23,21.9,-0.328692308,-2.579705128,-5.217244444,-19.27423333
+15/06/2019,0.6,0,0.4,0.2,0.2,-39.43,-52.72,-312.55,20.9,20.15,19.7,-0.328692308,-2.579705128,-5.217244444,-19.27423333
+16/06/2019,0,0,0,0,0,-39.43,-52.72,-312.52,20.15,19,19.15,-0.312257692,-2.450719872,-4.956382222,-18.31052167
+17/06/2019,0,0,0,0,0,-39.43,-52.72,-312.5,21.35,18.55,20,-0.328692308,-2.579705128,-5.217244444,-19.27423333
+18/06/2019,1.2,0,0.2,0,0,-39.43,-52.72,-312.47,21.55,19.4,20.15,-0.328692308,-2.579705128,-5.217244444,-19.27423333
+19/06/2019,0,0,0,0,0,-39.43,-52.72,-312.44,21.15,19.5,20.6,-0.328692308,-2.579705128,-5.217244444,-19.27423333
+20/06/2019,0,0,0,0,0,-39.43,-52.72,-312.41,21.1,19.6,19.7,-0.328692308,-2.579705128,-5.217244444,-19.27423333
+21/06/2019,0,0,0,0,0,-39.43,-52.72,-312.37,21.7,18.65,19.5,-0.328692308,-2.579705128,-5.217244444,-19.27423333
+22/06/2019,0.2,0,0,0,0.2,-39.43,-52.72,-312.36,22,19.85,19.55,-0.328692308,-2.579705128,-5.217244444,-19.27423333
+23/06/2019,0,0,0,0,0.2,-39.43,-52.72,-312.33,20.2,19.7,19.3,-0.312257692,-2.450719872,-4.956382222,-18.31052167
+24/06/2019,0,0,0,0,0,-39.43,-52.72,-312.27,21.8,20.6,20.9,-0.328692308,-2.579705128,-5.217244444,-19.27423333
+25/06/2019,0,0,0,0,0,-39.43,-52.72,-312.22,22.8,21.75,22.35,-0.328692308,-2.579705128,-5.217244444,-19.27423333
+26/06/2019,0,0,0,0,0,-39.43,-52.72,-312.19,23.5,22.15,23.05,-0.328692308,-2.579705128,-5.217244444,-19.27423333
+27/06/2019,0,0,0,0,0,-39.43,-52.72,-312.18,25,23.55,24.6,-0.328692308,-2.579705128,-5.217244444,-19.27423333
+28/06/2019,0,0,0,0,0,-39.43,-52.72,-312.19,27.4,25.55,26.05,-0.328692308,-2.579705128,-5.217244444,-19.27423333
+29/06/2019,0,0,0,0,0,-39.43,-52.72,-312.16,24.3,23.55,23.55,-0.328692308,-2.579705128,-5.217244444,-19.27423333
+30/06/2019,0,0,0,0,0,-39.43,-52.72,-312.12,24.75,21.35,22.55,-0.312257692,-2.450719872,-4.956382222,-18.31052167
+01/07/2019,0,0,0,0,0,-39.42,-52.71,-312.1,24.4,21.9,23.5,-0.304892473,-2.744967742,-5.181415193,-18.7016574
+02/07/2019,0,0,0,0,0,-39.42,-52.71,-312.1,24.9,21.9,23.25,-0.304892473,-2.744967742,-5.181415193,-18.7016574
+03/07/2019,0,0,0,0,0,-39.42,-52.71,-312.08,26,22.3,24.15,-0.304892473,-2.744967742,-5.181415193,-18.7016574
+04/07/2019,0,0,0,0,0,-39.42,-52.71,-312.05,23.8,21.05,22.2,-0.304892473,-2.744967742,-5.181415193,-18.7016574
+05/07/2019,0,0,0,0,0,-39.42,-52.71,-312.02,23.95,21.65,22.65,-0.304892473,-2.744967742,-5.181415193,-18.7016574
+06/07/2019,0,0,0,0,0,-39.42,-52.71,-312.02,24.85,22.35,22.45,-0.304892473,-2.744967742,-5.181415193,-18.7016574
+07/07/2019,0,0,0,0,0,-39.41,-52.71,-312.02,23.2,20.7,21.6,-0.289647849,-2.607719355,-4.922344433,-17.76657453
+08/07/2019,0.4,1,1.8,1,0.6,-39.41,-52.71,-311.99,23.9,22.45,22.15,-0.304892473,-2.744967742,-5.181415193,-18.7016574
+09/07/2019,0,0,0,0,0,-39.41,-52.71,-311.97,24.3,22.85,22.8,-0.304892473,-2.744967742,-5.181415193,-18.7016574
+10/07/2019,0,0,0,0,0,-39.41,-52.7,-311.98,19.7,19.4,18.55,-0.304892473,-2.744967742,-5.181415193,-18.7016574
+11/07/2019,0,3.2,1,8.6,1.6,-39.41,-52.7,-311.93,20.4,18.3,18.85,-0.304892473,-2.744967742,-5.181415193,-18.7016574
+12/07/2019,0,0,0,0,0,-39.41,-52.7,-311.9,21.05,19.6,20,-0.304892473,-2.744967742,-5.181415193,-18.7016574
+13/07/2019,0,0,0,0,0,-39.4,-52.7,-311.9,20.5,19.65,20.6,-0.304892473,-2.744967742,-5.181415193,-18.7016574
+14/07/2019,3,3.3,3.4,3,0.8,-39.4,-52.7,-311.88,20.05,18.15,18.5,-0.289647849,-2.607719355,-4.922344433,-17.76657453
+15/07/2019,1,1.2,1.2,1,1.4,-39.4,-52.7,-311.88,15.9,16.55,15,-0.304892473,-2.744967742,-5.181415193,-18.7016574
+16/07/2019,0.2,3.2,1.8,2.8,1.4,-39.4,-52.7,-311.83,17.8,16.35,16.9,-0.304892473,-2.744967742,-5.181415193,-18.7016574
+17/07/2019,0,0,0,0,0,-39.4,-52.7,-311.79,20.9,17,18.65,-0.304892473,-2.744967742,-5.181415193,-18.7016574
+18/07/2019,0,0,0,0,0,-39.4,-52.69,-311.77,21.25,18.85,20.05,-0.304892473,-2.744967742,-5.181415193,-18.7016574
+19/07/2019,0,0,0,0,0,-39.4,-52.69,-311.72,21.5,19.5,20.05,-0.304892473,-2.744967742,-5.181415193,-18.7016574
+20/07/2019,0,0,0,0,0,-39.4,-52.69,-311.68,22.65,19.8,21.1,-0.304892473,-2.744967742,-5.181415193,-18.7016574
+21/07/2019,0,0.8,0,2.6,5.6,-39.4,-52.69,-311.64,23.85,20.15,20.7,-0.289647849,-2.607719355,-4.922344433,-17.76657453
+22/07/2019,0,0,0,0,0,-39.4,-52.69,-311.63,25.45,22.35,23,-0.304892473,-2.744967742,-5.181415193,-18.7016574
+23/07/2019,0,0,0,0,0,-39.39,-52.69,-311.63,25.7,23.2,23.9,-0.304892473,-2.744967742,-5.181415193,-18.7016574
+24/07/2019,0,0,0,0,0,-39.39,-52.69,-311.63,27.65,23.75,24,-0.304892473,-2.744967742,-5.181415193,-18.7016574
+25/07/2019,0,0,0,0,0,-39.39,-52.69,-311.62,27.15,24.2,24.65,-0.304892473,-2.744967742,-5.181415193,-18.7016574
+26/07/2019,0,0,0,0,0,-39.39,-52.69,-311.64,26.2,23.4,24.05,-0.304892473,-2.744967742,-5.181415193,-18.7016574
+27/07/2019,0,0,0,0,0,-39.38,-52.68,-311.69,21.6,20.8,20.3,-0.304892473,-2.744967742,-5.181415193,-18.7016574
+28/07/2019,149.6,228.5,143.2,165.2,45.6,-39.35,-52.66,-311.73,15.5,16.55,16.4,-0.289647849,-2.607719355,-4.922344433,-17.76657453
+29/07/2019,18,11.3,12,14.4,6.8,-39.35,-52.66,-311.64,21.1,20.05,19.05,-0.304892473,-2.744967742,-5.181415193,-18.7016574
+30/07/2019,0,0,0,0,0,-39.35,-52.66,-311.57,21.05,19.4,19.85,-0.304892473,-2.744967742,-5.181415193,-18.7016574
+31/07/2019,0,0,0,0,0,-39.34,-52.66,-311.54,21.7,20.45,20.15,-0.304892473,-2.744967742,-5.181415193,-18.7016574
+01/08/2019,0,0,0,0,0,-39.34,-52.66,-311.51,23.7,21.95,21.1,-0.333971079,-2.739855395,-5.316451613,-18.83689906
+02/08/2019,1,1,1.8,1.2,1,-39.34,-52.66,-311.52,22.8,20.35,21,-0.333971079,-2.739855395,-5.316451613,-18.83689906
+03/08/2019,0,0,0.2,0,0,-39.34,-52.66,-311.52,20.95,19.75,19.85,-0.333971079,-2.739855395,-5.316451613,-18.83689906
+04/08/2019,0,0,0,0,0,-39.34,-52.66,-311.48,22.8,20,20.75,-0.317272525,-2.602862625,-5.050629032,-17.89505411
+05/08/2019,0,0,0,0,0,-39.34,-52.66,-311.44,22.8,19.85,20.6,-0.333971079,-2.739855395,-5.316451613,-18.83689906
+06/08/2019,0,0,0,0,0,-39.34,-52.66,-311.43,23.65,20.3,21.55,-0.333971079,-2.739855395,-5.316451613,-18.83689906
+07/08/2019,0,0,0,0,,-39.34,-52.65,-311.44,23.1,21.7,22.65,-0.333971079,-2.739855395,-5.316451613,-18.83689906
+08/08/2019,0,0,0,0,,-39.34,-52.65,-311.44,23.05,23.2,22.15,-0.333971079,-2.739855395,-5.316451613,-18.83689906
+09/08/2019,0,0,0,0,0.4,-39.34,-52.65,-311.4,24.05,21.45,22.75,-0.333971079,-2.739855395,-5.316451613,-18.83689906
+10/08/2019,0,0,0,0,0,-39.34,-52.65,-311.37,25.7,23,23.65,-0.333971079,-2.739855395,-5.316451613,-18.83689906
+11/08/2019,0,0,0,0,0,-39.34,-52.65,-311.36,26.8,23.75,23.9,-0.317272525,-2.602862625,-5.050629032,-17.89505411
+12/08/2019,0,0,0,0,0,-39.33,-52.65,-311.37,26.95,24,24.2,-0.333971079,-2.739855395,-5.316451613,-18.83689906
+13/08/2019,0,0,0,0,0,-39.33,-52.65,-311.38,25.15,23.25,23.05,-0.333971079,-2.739855395,-5.316451613,-18.83689906
+14/08/2019,0,0,0,0,0,-39.33,-52.65,-311.37,19.7,19.4,19.15,-0.333971079,-2.739855395,-5.316451613,-18.83689906
+15/08/2019,0,0,0,0,0,-39.33,-52.65,-311.33,19.15,17.5,18.35,-0.333971079,-2.739855395,-5.316451613,-18.83689906
+16/08/2019,0,0,0,0,0,-39.33,-52.65,-311.32,19.15,18.15,18.85,-0.333971079,-2.739855395,-5.316451613,-18.83689906
+17/08/2019,0,0,0,0,0,-39.33,,-311.29,21.1,19.6,20.35,-0.333971079,-2.739855395,-5.316451613,-18.83689906
+18/08/2019,0,0,0,0,0,-39.33,,-311.27,22.1,19.4,20.25,-0.317272525,-2.602862625,-5.050629032,-17.89505411
+19/08/2019,0,0,0,0,0,-39.33,,-311.26,23.3,19.95,21.15,-0.333971079,-2.739855395,-5.316451613,-18.83689906
+20/08/2019,0,0,0,0,0,-39.33,,-311.24,24.6,21,22.2,-0.333971079,-2.739855395,-5.316451613,-18.83689906
+21/08/2019,0,0,0,0,0,-39.33,,-311.23,24.7,21.65,22.95,-0.333971079,-2.739855395,-5.316451613,-18.83689906
+22/08/2019,0,0,0,0,0,-39.32,,-311.22,24.15,21.4,22.35,-0.333971079,-2.739855395,-5.316451613,-18.83689906
+23/08/2019,0.4,2.2,0,0,0,-39.32,,-311.21,21.95,20.6,20.25,-0.333971079,-2.739855395,-5.316451613,-18.83689906
+24/08/2019,12.8,27,18.6,27.6,20,-39.32,,-311.21,20.2,19.95,20.15,-0.333971079,-2.739855395,-5.316451613,-18.83689906
+25/08/2019,0,0.2,0,0.2,0.6,-39.31,,-311.21,21.7,19.2,20.8,-0.317272525,-2.602862625,-5.050629032,-17.89505411
+26/08/2019,0,0,1,0.2,5.6,-39.31,,-311.2,22,20,20.6,-0.333971079,-2.739855395,-5.316451613,-18.83689906
+27/08/2019,0,1.4,4.6,3,0.4,-39.31,,-311.18,22.6,20.5,21.05,-0.333971079,-2.739855395,-5.316451613,-18.83689906
+28/08/2019,0,0,0,0,0.2,-39.31,,-311.18,22.2,19.85,20.4,-0.333971079,-2.739855395,-5.316451613,-18.83689906
+29/08/2019,0,0,0,0,0,-39.3,,-311.17,22.2,20.4,21.35,-0.333971079,-2.739855395,-5.316451613,-18.83689906
+30/08/2019,0,0,0.4,0.2,0.2,-39.3,,-311.16,23.1,21.5,21.75,-0.333971079,-2.739855395,-5.316451613,-18.83689906
+31/08/2019,0,0,0,0,0,-39.3,,-311.17,22.75,20.5,21.5,-0.333971079,-2.739855395,-5.316451613,-18.83689906
+01/09/2019,3.2,1.8,0,0.2,0.4,-39.29,,-311.19,22,20.05,20.65,-0.351205952,-2.621253571,-2.943056322,-18.59201722
+02/09/2019,1.6,1.2,3.2,4.6,5.2,-39.29,,-311.17,20.75,19.05,19.8,-0.369690476,-2.759214286,-3.097954023,-19.57054444
+03/09/2019,5.6,2.4,6.2,13.4,1.6,-39.29,,-311.14,18.15,17.6,18.1,-0.369690476,-2.759214286,-3.097954023,-19.57054444
+04/09/2019,0,0,0,0,0.2,-39.28,,-311.14,16.6,16.25,16.1,-0.369690476,-2.759214286,-3.097954023,-19.57054444
+05/09/2019,0,0,0,0,0,-39.28,,-311.16,19.35,17.9,17.55,-0.369690476,-2.759214286,-3.097954023,-19.57054444
+06/09/2019,0,0,0,0,0,-39.28,,-311.15,17.55,15.7,15.65,-0.369690476,-2.759214286,-3.097954023,-19.57054444
+07/09/2019,0,1.2,0.4,1.2,0.8,-39.28,,-311.13,16.15,15.45,15.05,-0.369690476,-2.759214286,-3.097954023,-19.57054444
+08/09/2019,0.4,0.8,5.4,2.6,0.6,-39.28,,-311.13,16.55,15.15,14.8,-0.351205952,-2.621253571,-2.943056322,-18.59201722
+09/09/2019,0,0,0,0,0,-39.28,,-311.12,15.9,13.5,14.75,-0.369690476,-2.759214286,-3.097954023,-19.57054444
+10/09/2019,0,0,0,0,0,-39.28,,-311.09,15.35,13.35,13.8,-0.369690476,-2.759214286,-3.097954023,-19.57054444
+11/09/2019,0,0,0.2,0.2,0.2,-39.28,,-311.05,17.8,16.4,16.6,-0.369690476,-2.759214286,-3.097954023,-19.57054444
+12/09/2019,0,0,0,0,0,-39.28,,-310.99,18.1,16.6,17,-0.369690476,-2.759214286,-3.097954023,-19.57054444
+13/09/2019,0,0,0,0,0,-39.28,,-310.97,19.25,17.65,17.9,-0.369690476,-2.759214286,-3.097954023,-19.57054444
+14/09/2019,0,0,0,0,0,-39.28,,-310.98,19.55,17.2,18.4,-0.369690476,-2.759214286,-3.097954023,-19.57054444
+15/09/2019,0,0,0,0,0,-39.28,,-310.99,20.15,17.55,17.85,-0.351205952,-2.621253571,-2.943056322,-18.59201722
+16/09/2019,0,0,0,0,0,-39.27,,-311.02,21.1,18.1,19.1,-0.369690476,-2.759214286,-3.097954023,-19.57054444
+17/09/2019,0,0,0,0,0,-39.27,,-311.04,20.05,17.4,18.85,-0.369690476,-2.759214286,-3.097954023,-19.57054444
+18/09/2019,0,0,0.2,0,0,-39.27,,-311.05,18.3,17.3,17.1,-0.369690476,-2.759214286,-3.097954023,-19.57054444
+19/09/2019,0,0,0,0,0,-39.27,,-311.04,16.7,15.85,15.75,-0.369690476,-2.759214286,-3.097954023,-19.57054444
+20/09/2019,4.8,2.4,2.8,1.6,1.8,-39.27,,-311,13.85,14.2,13.75,-0.369690476,-2.759214286,-3.097954023,-19.57054444
+21/09/2019,0,0,0.2,0.2,0,-39.27,,-310.99,15.55,14.35,14.15,-0.369690476,-2.759214286,-3.097954023,-19.57054444
+22/09/2019,10.8,15.6,13.8,13.8,6.4,-39.26,,-311.02,15.35,15.2,15,-0.351205952,-2.621253571,-2.943056322,-18.59201722
+23/09/2019,6.4,4.6,5.6,5.4,5,-39.26,,-311.05,16.95,15.4,16.7,-0.369690476,-2.759214286,-3.097954023,-19.57054444
+24/09/2019,8.8,8.8,4.8,3.6,3,-39.26,,-311.04,15.3,14.75,14.95,-0.369690476,-2.759214286,-3.097954023,-19.57054444
+25/09/2019,0,0,0,0,0.2,-39.26,,-311.04,17.6,16.65,15.5,-0.369690476,-2.759214286,-3.097954023,-19.57054444
+26/09/2019,0,0,0.2,0.4,0.2,-39.26,,-311.01,15.85,15.8,15.3,-0.369690476,-2.759214286,-3.097954023,-19.57054444
+27/09/2019,0,0,0.2,0.2,0.2,-39.26,,-310.97,17.4,16.85,16.95,-0.369690476,-2.759214286,-3.097954023,-19.57054444
+28/09/2019,0,0,0.2,0.2,0,-39.26,,-310.96,17.5,15.05,16.25,-0.369690476,-2.759214286,-3.097954023,-19.57054444
+29/09/2019,0,0,0,0.2,0.2,-39.25,,-310.97,17.3,15.55,15.6,-0.351205952,-2.621253571,-2.943056322,-18.59201722
+30/09/2019,0,0,0.2,0.4,0.2,-39.25,,-310.99,17.1,16.1,16.15,-0.369690476,-2.759214286,-3.097954023,-19.57054444
+01/10/2019,0,0,0,0.4,0.2,-39.25,,-311,16.9,18,15.7,-0.361644121,-2.635858481,-2.906149844,-19.01157128
+02/10/2019,0,0.2,0,1,0.2,-39.25,,-311.05,14.35,13.4,13.5,-0.361644121,-2.635858481,-2.906149844,-19.01157128
+03/10/2019,22.2,71.9,48,50.8,11,-39.24,,-311.04,11,10.4,9.45,-0.361644121,-2.635858481,-2.906149844,-19.01157128
+04/10/2019,0,2.4,0,1.8,1,-39.24,,-310.99,11.55,10.2,10.65,-0.361644121,-2.635858481,-2.906149844,-19.01157128
+05/10/2019,0,0,0,0,0,-39.24,,-311,13.85,13.4,12.85,-0.361644121,-2.635858481,-2.906149844,-19.01157128
+06/10/2019,0,0,0.2,0.4,0.2,-39.24,,-310.98,14.75,12.4,13.5,-0.343561915,-2.504065557,-2.760842352,-18.06099272
+07/10/2019,0.2,0,0,0,0.2,-39.24,,-311,11.95,11.9,11.05,-0.361644121,-2.635858481,-2.906149844,-19.01157128
+08/10/2019,0,0,0,0,0.2,-39.24,,-310.92,13.2,11.55,12.6,-0.361644121,-2.635858481,-2.906149844,-19.01157128
+09/10/2019,0,0,0,0,0,-39.24,,-310.9,14.55,11.9,12.4,-0.361644121,-2.635858481,-2.906149844,-19.01157128
+10/10/2019,0,0.4,0.2,0.6,0.2,-39.24,,-310.91,15.9,13.4,14.55,-0.361644121,-2.635858481,-2.906149844,-19.01157128
+11/10/2019,0,0,0.2,0.2,0.2,-39.24,,-310.87,14.9,13.05,14,-0.361644121,-2.635858481,-2.906149844,-19.01157128
+12/10/2019,0,0,0.2,0.4,0.2,-39.24,,-310.86,15.45,13.55,14.05,-0.361644121,-2.635858481,-2.906149844,-19.01157128
+13/10/2019,0,0,0,0.2,0,-39.24,,-310.85,13.3,12.05,12.55,-0.343561915,-2.504065557,-2.760842352,-18.06099272
+14/10/2019,0,0,0.2,0.2,0,-39.23,,-310.87,15.75,14.45,14.6,-0.361644121,-2.635858481,-2.906149844,-19.01157128
+15/10/2019,0,0,0,0.4,0.2,-39.23,,-310.92,15.7,13.5,14.2,-0.361644121,-2.635858481,-2.906149844,-19.01157128
+16/10/2019,20.8,8,9.2,8,3.2,-39.23,,-310.91,11.95,10.9,10.8,-0.361644121,-2.635858481,-2.906149844,-19.01157128
+17/10/2019,0,0,0.2,0.4,0.2,-39.23,,-310.89,12.95,11.5,11.65,-0.361644121,-2.635858481,-2.906149844,-19.01157128
+18/10/2019,0,0,0,0.4,0,-39.23,,-310.9,12,10.05,11.15,-0.361644121,-2.635858481,-2.906149844,-19.01157128
+19/10/2019,0,0,0,0.2,0.2,-39.23,,-310.9,14.35,14.25,12.6,-0.361644121,-2.635858481,-2.906149844,-19.01157128
+20/10/2019,0,0,0,0.2,0,-39.23,,-310.88,13.85,14.1,13.65,-0.343561915,-2.504065557,-2.760842352,-18.06099272
+21/10/2019,0,0,0,0,0.2,-39.23,,-310.86,17.95,16.6,16.15,-0.361644121,-2.635858481,-2.906149844,-19.01157128
+22/10/2019,0,0,0,0.2,0,-39.22,,-310.86,17.9,15.8,17,-0.361644121,-2.635858481,-2.906149844,-19.01157128
+23/10/2019,0,0,0,0,0,-39.22,,-310.89,17.75,15.45,15.75,-0.361644121,-2.635858481,-2.906149844,-19.01157128
+24/10/2019,0,0,0,0,0,-39.22,,-310.92,13.65,13.75,13.2,-0.361644121,-2.635858481,-2.906149844,-19.01157128
+25/10/2019,23,30.7,24.4,30.8,10.2,-39.21,,-310.91,13.65,14.2,13.85,-0.361644121,-2.635858481,-2.906149844,-19.01157128
+26/10/2019,0,0,0.2,0.4,0.2,-39.22,,-310.86,16.5,14.9,15.95,-0.361644121,-2.635858481,-2.906149844,-19.01157128
+27/10/2019,0,0,0.2,0,0,-39.22,,-310.87,15.2,14.05,14.45,-0.343561915,-2.504065557,-2.760842352,-18.06099272
+28/10/2019,0,0,0.2,0,0,-39.21,,-310.9,14.3,12.9,13.2,-0.361644121,-2.635858481,-2.906149844,-19.01157128
+29/10/2019,0,0,0,0.2,0,-39.21,,-310.91,13.1,12.4,12.45,-0.361644121,-2.635858481,-2.906149844,-19.01157128
+30/10/2019,0,0,0.2,0.4,0.4,-39.21,,-310.89,12.4,11.75,11.55,-0.361644121,-2.635858481,-2.906149844,-19.01157128
+31/10/2019,0.2,0,0,0,0.2,-39.21,,-310.9,12.4,11.65,11.8,-0.361644121,-2.635858481,-2.906149844,-19.01157128
+01/11/2019,6.4,12.1,5.8,13,4.6,-39.21,,-310.93,11.55,11.45,11.45,-0.365,-2.713487179,-2.78642029,-19.81524444
+02/11/2019,0.4,4.8,2.8,5.6,5.4,-39.2,,-310.97,11.5,11.1,11.2,-0.365,-2.713487179,-2.78642029,-19.81524444
+03/11/2019,15,25.1,27,26,13.6,-39.19,,-311.05,12.1,12.25,12.1,-0.34675,-2.577812821,-2.647099275,-18.82448222
+04/11/2019,21.6,38.7,30.6,36.8,25.4,-39.19,,-311.01,11.7,11.95,11.4,-0.365,-2.713487179,-2.78642029,-19.81524444
+05/11/2019,0.4,9.2,2.2,8,5.4,-39.19,,-311,11.35,11.1,11.1,-0.365,-2.713487179,-2.78642029,-19.81524444
+06/11/2019,21.2,24.6,15.8,26.6,12.2,-39.18,,-310.98,7.85,7.75,6.85,-0.365,-2.713487179,-2.78642029,-19.81524444
+07/11/2019,2.8,12,4.8,15.2,2.8,-39.18,,-310.95,8.1,7.85,8,-0.365,-2.713487179,-2.78642029,-19.81524444
+08/11/2019,10.4,21.1,18.6,22.2,7.2,-39.17,,-310.97,8.45,8.25,8.2,-0.365,-2.713487179,-2.78642029,-19.81524444
+09/11/2019,8,7,11,6.8,6.8,-39.17,,-310.93,6.75,5.5,5.6,-0.365,-2.713487179,-2.78642029,-19.81524444
+10/11/2019,0.6,0.2,1,0.6,0.8,-39.17,,-310.92,7.35,5.15,7.1,-0.34675,-2.577812821,-2.647099275,-18.82448222
+11/11/2019,9.6,14.8,10.4,15.8,6.2,-39.16,,-310.89,7.7,8.2,7.15,-0.365,-2.713487179,-2.78642029,-19.81524444
+12/11/2019,3.8,2.6,3.2,3.8,2,-39.16,,-310.98,8.6,8.8,8.65,-0.365,-2.713487179,-2.78642029,-19.81524444
+13/11/2019,12.2,17.6,13.4,19.4,6.4,-39.16,-52.53,-310.96,8.2,7,7.7,-0.365,-2.713487179,-2.78642029,-19.81524444
+14/11/2019,0,0,0,0.2,0,-39.16,-52.53,-310.88,7.75,6.3,6.55,-0.365,-2.713487179,-2.78642029,-19.81524444
+15/11/2019,12.2,19.6,16.2,19.2,3.4,-39.15,-52.52,-310.89,7.9,8.15,8.05,-0.365,-2.713487179,-2.78642029,-19.81524444
+16/11/2019,70.6,75,85.6,72.2,13.4,-39.12,-52.5,-310.83,7.35,8,7,-0.365,-2.713487179,-2.78642029,-19.81524444
+17/11/2019,114.8,111.2,113.4,117.6,26,-39.06,-52.46,-310.87,6.45,6.5,6.1,-0.34675,-2.577812821,-2.647099275,-18.82448222
+18/11/2019,4.6,2,3.6,2.8,1.8,-39.02,-52.44,-310.78,6.45,6.55,6.2,-0.365,-2.713487179,-2.78642029,-19.81524444
+19/11/2019,47.8,56.9,38.6,61.6,16.8,-39.02,-52.44,-310.74,6.85,7.55,6.85,-0.365,-2.713487179,-2.78642029,-19.81524444
+20/11/2019,24.8,18.2,19.8,22.2,8.4,-39.01,-52.43,-310.71,9.15,8.35,8.2,-0.365,-2.713487179,-2.78642029,-19.81524444
+21/11/2019,1,2,5.8,2.8,2.2,-39.02,-52.44,-310.68,6.75,6.8,6.1,-0.365,-2.713487179,-2.78642029,-19.81524444
+22/11/2019,0,0.2,0,0.6,0.6,-39.03,-52.44,-310.65,8.05,6.95,7.35,-0.365,-2.713487179,-2.78642029,-19.81524444
+23/11/2019,1.2,2.8,3,3.4,1.6,-39.04,-52.45,-310.66,8.95,9.45,8.75,-0.365,-2.713487179,-2.78642029,-19.81524444
+24/11/2019,39.2,37.6,35.4,45.2,16.6,-39.03,-52.45,-310.66,8.3,9.15,8.4,-0.34675,-2.577812821,-2.647099275,-18.82448222
+25/11/2019,1.2,3.2,0.8,4,5.4,-39.04,-52.45,-310.61,10.15,9.25,8.9,-0.365,-2.713487179,-2.78642029,-19.81524444
+26/11/2019,0,0.2,0,0.4,0.2,-39.04,-52.45,-310.53,10.75,8.9,9.3,-0.365,-2.713487179,-2.78642029,-19.81524444
+27/11/2019,0,0,0.2,0.2,0.2,-39.04,-52.45,-310.51,9.1,8,8.15,-0.365,-2.713487179,-2.78642029,-19.81524444
+28/11/2019,13.6,19,17.4,21.4,6.8,-39.04,-52.45,-310.48,9.25,9.25,8.6,-0.365,-2.713487179,-2.78642029,-19.81524444
+29/11/2019,7.6,3.8,2,2.4,1.2,-39.05,-52.45,-310.41,9.65,7.95,8.35,-0.365,-2.713487179,-2.78642029,-19.81524444
+30/11/2019,0,0.2,0,0.8,0.2,-39.05,-52.46,-310.33,7.9,6.45,6.6,-0.365,-2.713487179,-2.78642029,-19.81524444
+01/12/2019,0,0,0,0,0,-39.05,-52.46,-310.28,7.65,5.7,6.05,-0.33323153,-2.479796566,-2.657165323,-18.44077688
+02/12/2019,4.8,13.8,10,14.4,7,-39.05,-52.46,-310.28,9.55,9.55,9.4,-0.350770031,-2.610312175,-2.797016129,-19.41134409
+03/12/2019,6,22.3,23.4,24.4,12.2,-39.05,-52.45,-310.23,4.6,6.55,4.3,-0.350770031,-2.610312175,-2.797016129,-19.41134409
+04/12/2019,0,0.2,0,0,0,-39.05,-52.45,-310.2,3.8,4.35,3.65,-0.350770031,-2.610312175,-2.797016129,-19.41134409
+05/12/2019,0,0,0,0,0,-39.05,-52.45,-310.14,6.9,5.45,5.85,-0.350770031,-2.610312175,-2.797016129,-19.41134409
+06/12/2019,4.8,1,6,1.4,2.4,-39.05,-52.46,-310.09,8.55,6.65,7.3,-0.350770031,-2.610312175,-2.797016129,-19.41134409
+07/12/2019,6.6,7.8,7.4,7.4,5.2,-39.05,-52.45,-310.08,8.55,7.4,7.65,-0.350770031,-2.610312175,-2.797016129,-19.41134409
+08/12/2019,0,0,0,0.4,0,-39.05,-52.45,-310.05,7.25,5.45,5.6,-0.33323153,-2.479796566,-2.657165323,-18.44077688
+09/12/2019,0,0,0,0,0,-39.05,-52.45,-310.09,7.2,8.1,5.45,-0.350770031,-2.610312175,-2.797016129,-19.41134409
+10/12/2019,0,0,0,0,0,-39.05,-52.45,-310.06,4.6,5.1,4.4,-0.350770031,-2.610312175,-2.797016129,-19.41134409
+11/12/2019,0,0,0,0,0,-39.05,-52.45,-310.01,1.65,1.25,1.5,-0.350770031,-2.610312175,-2.797016129,-19.41134409
+12/12/2019,0,0.4,0.4,0.2,0,-39.04,-52.45,-310.05,2.7,1.85,1.9,-0.350770031,-2.610312175,-2.797016129,-19.41134409
+13/12/2019,8.4,17.2,11.2,16.4,9,-39.03,-52.44,-310.1,4.8,3.85,4.8,-0.350770031,-2.610312175,-2.797016129,-19.41134409
+14/12/2019,8,16.4,7.8,16.2,3.6,-39.04,-52.44,-309.96,6.75,4.05,5.05,-0.350770031,-2.610312175,-2.797016129,-19.41134409
+15/12/2019,0,0,0,0.2,0.2,-39.04,-52.45,-309.8,7.7,7.1,6.65,-0.33323153,-2.479796566,-2.657165323,-18.44077688
+16/12/2019,0,0.4,1,0.8,0.6,-39.04,-52.45,-309.74,9.35,9.35,9.4,-0.350770031,-2.610312175,-2.797016129,-19.41134409
+17/12/2019,0,0,0,0,0.4,-39.04,-52.45,-309.72,11.95,10.95,11.55,-0.350770031,-2.610312175,-2.797016129,-19.41134409
+18/12/2019,0,0,0,0,0.2,-39.04,-52.45,-309.68,9.85,9.45,8.95,-0.350770031,-2.610312175,-2.797016129,-19.41134409
+19/12/2019,0,0,0,0,0,-39.04,-52.45,-309.67,8.15,7.5,7,-0.350770031,-2.610312175,-2.797016129,-19.41134409
+20/12/2019,7.8,7.6,8.4,7.6,2.6,-39.04,-52.44,-309.7,7,7.65,7.55,-0.350770031,-2.610312175,-2.797016129,-19.41134409
+21/12/2019,59.6,102.8,102.8,117.6,22.4,-38.97,-52.4,-309.76,9.8,8.65,8.9,-0.350770031,-2.610312175,-2.797016129,-19.41134409
+22/12/2019,10,37.3,32.8,40.6,12.2,-38.87,-52.33,-309.78,8.45,8.65,8.5,-0.33323153,-2.479796566,-2.657165323,-18.44077688
+23/12/2019,2.2,1.6,1.4,2.4,0.8,-38.82,-52.3,-309.59,7.75,7.4,7.15,-0.350770031,-2.610312175,-2.797016129,-19.41134409
+24/12/2019,0,0,0,0,0,-38.83,-52.31,-309.44,7.95,6.1,7.35,-0.350770031,-2.610312175,-2.797016129,-19.41134409
+25/12/2019,0,0,0,0,0,-38.84,-52.31,,8.95,7.25,7.75,-0.350770031,-2.610312175,-2.797016129,-19.41134409
+26/12/2019,0,0,0,0,0,-38.86,-52.32,,7,6.45,5.7,-0.350770031,-2.610312175,-2.797016129,-19.41134409
+27/12/2019,0,0,0,0,0,-38.87,-52.33,,5.55,4.05,4.25,-0.350770031,-2.610312175,-2.797016129,-19.41134409
+28/12/2019,0,0,0,0,0,-38.88,-52.33,,1.95,3.2,2.05,-0.350770031,-2.610312175,-2.797016129,-19.41134409
+29/12/2019,0,0,0,0,0,-38.88,-52.34,,0.65,2.1,0.65,-0.33323153,-2.479796566,-2.657165323,-18.44077688
+30/12/2019,0,0,0,0,0,-38.89,-52.34,-308.86,0.1,0.35,-0.1,-0.350770031,-2.610312175,-2.797016129,-19.41134409
+31/12/2019,0,0,0,0,0,-38.89,-52.34,-308.81,4.2,1.4,2.8,-0.350770031,-2.610312175,-2.797016129,-19.41134409
+01/01/2020,0,0,0,0,0,-38.9,-52.35,-308.74,9.25,5.95,7.55,-0.360228928,-2.64760666,-5.549977419,-19.57403746
+02/01/2020,0,0,0,0,0,-38.9,-52.35,-308.66,8.15,7,6.65,-0.360228928,-2.64760666,-5.549977419,-19.57403746
+03/01/2020,0,0,0,0,0,,-52.35,-308.62,7.15,5.7,5.65,-0.360228928,-2.64760666,-5.549977419,-19.57403746
+04/01/2020,0.2,0.2,0.2,0.4,0.4,,-52.35,-308.59,6.1,4.4,4.95,-0.360228928,-2.64760666,-5.549977419,-19.57403746
+05/01/2020,0.4,0.8,0.6,0.2,0,,-52.35,-308.51,5.2,4.85,4.4,-0.342217482,-2.515226327,-5.272478548,-18.59533559
+06/01/2020,0.2,0,0,0,0,,-52.35,-308.43,3.4,1.5,2.1,-0.360228928,-2.64760666,-5.549977419,-19.57403746
+07/01/2020,0,0,0,0,0,-38.91,-52.35,-308.39,5.85,4,4.95,-0.360228928,-2.64760666,-5.549977419,-19.57403746
+08/01/2020,0,0,0,0,0,-38.91,-52.35,-308.31,5.15,5.15,4.45,-0.360228928,-2.64760666,-5.549977419,-19.57403746
+09/01/2020,0,0,0,0,0,-38.94,-52.35,-308.06,5.5,3.65,4.5,-0.360228928,-2.64760666,-5.549977419,-19.57403746
+10/01/2020,0,0,0,0,0,,-52.35,-307.76,4,3.25,3.1,-0.360228928,-2.64760666,-5.549977419,-19.57403746
+11/01/2020,0,0,0,0.2,0,,-52.35,-307.71,5.3,4.65,4.25,-0.360228928,-2.64760666,-5.549977419,-19.57403746
+12/01/2020,0,0,0,0.2,0,-39.01,-52.35,-307.65,4.05,3.05,3.25,-0.342217482,-2.515226327,-5.272478548,-18.59533559
+13/01/2020,0,0,0,0,0,-39,-52.35,-307.6,3.7,2.1,3,-0.360228928,-2.64760666,-5.549977419,-19.57403746
+14/01/2020,0,0,0,0,0,-39,-52.35,-307.54,2.9,2.2,2,-0.360228928,-2.64760666,-5.549977419,-19.57403746
+15/01/2020,0,0,0,0,0,-39,-52.35,-307.47,5.15,3.95,3.85,-0.360228928,-2.64760666,-5.549977419,-19.57403746
+16/01/2020,0,0,0,0,0,-39,-52.35,-307.41,4.85,3.8,3.9,-0.360228928,-2.64760666,-5.549977419,-19.57403746
+17/01/2020,0,0,0,0.2,0,-39,-52.35,-307.39,4.7,3.4,3.55,-0.360228928,-2.64760666,-5.549977419,-19.57403746
+18/01/2020,10,18.4,10.6,16.8,6.2,-38.99,-52.34,-307.39,4.25,4.55,4.15,-0.360228928,-2.64760666,-5.549977419,-19.57403746
+19/01/2020,0.6,1.8,3.2,1.4,5,-38.99,-52.34,-307.33,3.05,3.15,2.65,-0.342217482,-2.515226327,-5.272478548,-18.59533559
+20/01/2020,0.2,0,0,0,0,-39,-52.35,-307.2,1.65,2.35,1.35,-0.360228928,-2.64760666,-5.549977419,-19.57403746
+21/01/2020,0,0,0,0,0,-39,-52.34,-307.13,3.5,3.8,3.25,-0.360228928,-2.64760666,-5.549977419,-19.57403746
+22/01/2020,0,0,0,0,0,-38.99,-52.34,-307.12,6.9,6.35,5.9,-0.360228928,-2.64760666,-5.549977419,-19.57403746
+23/01/2020,0,0,0,0,0,-38.99,-52.34,-307.12,6.85,5.2,5.5,-0.360228928,-2.64760666,-5.549977419,-19.57403746
+24/01/2020,0,0,0,0,0,-38.98,-52.34,-307.11,6.95,4.7,5.8,-0.360228928,-2.64760666,-5.549977419,-19.57403746
+25/01/2020,7.6,20.4,15.6,20.2,6.6,-38.98,-52.33,-307.11,6.8,6.7,6.6,-0.360228928,-2.64760666,-5.549977419,-19.57403746
+26/01/2020,0.2,2,2.6,2.8,3.6,-38.97,-52.33,-307.08,5.05,6.3,4.25,-0.342217482,-2.515226327,-5.272478548,-18.59533559
+27/01/2020,0,0.2,0,0.4,0,-38.97,-52.32,-307.04,6.2,6.6,4.8,-0.360228928,-2.64760666,-5.549977419,-19.57403746
+28/01/2020,0,0,0,0.2,0,-38.96,-52.32,-307.04,7.55,8.2,7.15,-0.360228928,-2.64760666,-5.549977419,-19.57403746
+29/01/2020,0,0,0,0,0,-38.96,-52.32,-307,6.15,7.05,5.05,-0.360228928,-2.64760666,-5.549977419,-19.57403746
+30/01/2020,0.4,0,0,0.2,0,-38.96,-52.32,-306.89,6.5,6.05,5.45,-0.360228928,-2.64760666,-5.549977419,-19.57403746
+31/01/2020,0,1.4,1,2.4,0,-38.95,-52.31,-306.84,7.7,7.4,7.15,-0.360228928,-2.64760666,-5.549977419,-19.57403746
+01/02/2020,0,2,3.2,7.4,1.6,-38.95,-52.31,-306.8,7.9,8.25,8.15,-0.385529132,-2.958549346,-6.144216069,-21.11575505
+02/02/2020,0,2,2.2,4.4,2.2,-38.95,-52.31,-306.76,9.35,9.3,9.3,-0.366252675,-2.810621879,-5.837005266,-20.0599673
+03/02/2020,0,0,0,0,0.2,-38.94,-52.31,-306.73,10.45,9.65,9,-0.385529132,-2.958549346,-6.144216069,-21.11575505
+04/02/2020,0,0,0,0.4,0,-38.93,-52.3,-306.77,7.75,7.9,7.3,-0.385529132,-2.958549346,-6.144216069,-21.11575505
+05/02/2020,3.2,4.4,5,1.6,0.4,-38.93,-52.3,-306.7,3.7,2.75,3.6,-0.385529132,-2.958549346,-6.144216069,-21.11575505
+06/02/2020,0,0,0,2.2,0,-38.93,-52.3,-306.59,2.1,1.55,1.75,-0.385529132,-2.958549346,-6.144216069,-21.11575505
+07/02/2020,0,0,0,0.2,0,-38.93,-52.3,-306.53,5.1,2.85,3.6,-0.385529132,-2.958549346,-6.144216069,-21.11575505
+08/02/2020,0,0,0,0,0,-38.93,-52.29,-306.49,5.6,3.95,3.7,-0.385529132,-2.958549346,-6.144216069,-21.11575505
+09/02/2020,0,0,0,0,0,-38.93,-52.29,-306.44,4.45,3.95,2.9,-0.366252675,-2.810621879,-5.837005266,-20.0599673
+10/02/2020,0,3.6,2,5.2,2,-38.92,-52.29,-306.46,8.85,8.6,8.5,-0.385529132,-2.958549346,-6.144216069,-21.11575505
+11/02/2020,0,0,0,0,0,-38.91,-52.28,-306.49,9.05,9.1,8.8,-0.385529132,-2.958549346,-6.144216069,-21.11575505
+12/02/2020,0,0,0,0,0,-38.91,-52.28,-306.43,7.85,7.4,6.1,-0.385529132,-2.958549346,-6.144216069,-21.11575505
+13/02/2020,0,0,0,0,0,-38.91,-52.28,-306.37,6.9,5.1,5,-0.385529132,-2.958549346,-6.144216069,-21.11575505
+14/02/2020,1.2,0.6,0,1,0.2,-38.9,-52.28,-306.36,8.45,7.2,6.85,-0.385529132,-2.958549346,-6.144216069,-21.11575505
+15/02/2020,0,0,0,0,0,-38.9,-52.28,-306.27,8.3,6.5,6.15,-0.385529132,-2.958549346,-6.144216069,-21.11575505
+16/02/2020,0,0,0,0,0,-38.9,-52.28,-306.22,8.5,6.5,6.75,-0.366252675,-2.810621879,-5.837005266,-20.0599673
+17/02/2020,0,0,0,0,0,-38.9,-52.27,-306.2,7.65,7,6.95,-0.385529132,-2.958549346,-6.144216069,-21.11575505
+18/02/2020,0,0,0,0,0,-38.89,-52.27,-306.2,7.2,7,6.45,-0.385529132,-2.958549346,-6.144216069,-21.11575505
+19/02/2020,0,0,0,0,0,-38.89,-52.27,-306.2,5.95,5.75,4.75,-0.385529132,-2.958549346,-6.144216069,-21.11575505
+20/02/2020,1.2,1.8,0.6,1.8,2.2,-38.89,-52.26,-306.16,5.8,4.4,4.95,-0.385529132,-2.958549346,-6.144216069,-21.11575505
+21/02/2020,0,0,0,0,0,-38.88,-52.26,-306.12,7,6.3,5.5,-0.385529132,-2.958549346,-6.144216069,-21.11575505
+22/02/2020,0,0,0,0,0,-38.88,-52.26,-306.05,8.45,6.9,7.3,-0.385529132,-2.958549346,-6.144216069,-21.11575505
+23/02/2020,0,0,0,0,0,-38.88,-52.26,-306.02,7.55,7.6,6.55,-0.366252675,-2.810621879,-5.837005266,-20.0599673
+24/02/2020,0,0,0,0.2,0,-38.87,-52.25,-306.05,8.9,8.5,8.3,-0.385529132,-2.958549346,-6.144216069,-21.11575505
+25/02/2020,0,0,0,0.4,0,-38.86,-52.25,-306.09,7.35,7.95,6.1,-0.385529132,-2.958549346,-6.144216069,-21.11575505
+26/02/2020,0,0,0,0,0,-38.85,-52.24,-306.14,3.6,4.75,3.9,-0.385529132,-2.958549346,-6.144216069,-21.11575505
+27/02/2020,1.2,4.2,1,0.4,0,-38.85,-52.24,-306.05,4.55,1.95,3.1,-0.385529132,-2.958549346,-6.144216069,-21.11575505
+28/02/2020,1,3.2,1.4,5.4,1.2,-38.85,-52.24,-305.98,5.25,4.1,4.1,-0.385529132,-2.958549346,-6.144216069,-21.11575505
+29/02/2020,0,0,0,0,0,-38.84,-52.23,-305.92,5.8,4.15,4.3,-0.385529132,-2.958549346,-6.144216069,-21.11575505
+01/03/2020,1.8,9.2,3.4,9.4,3.6,-38.84,-52.23,-305.95,7.05,7.35,7.1,-0.34071488,-2.66192768,-5.676778876,-19.06691519
+02/03/2020,33.8,59.1,53.8,51.4,17.8,-38.82,-52.22,-305.96,7.25,6.1,5.95,-0.358647242,-2.802029136,-5.975556712,-20.07043704
+03/03/2020,50.6,60.5,56.8,67.6,13,-38.79,-52.2,-305.95,4.85,4.95,4.6,-0.358647242,-2.802029136,-5.975556712,-20.07043704
+04/03/2020,5.8,6,5.6,6,7.4,-38.78,-52.19,-305.85,4.85,4.4,4.35,-0.358647242,-2.802029136,-5.975556712,-20.07043704
+05/03/2020,0,0,0,0,1.2,-38.77,-52.19,-305.8,5.9,3.85,3.9,-0.358647242,-2.802029136,-5.975556712,-20.07043704
+06/03/2020,18,41.6,32.4,41.4,10.6,-38.75,-52.17,-305.82,7.3,7,6.4,-0.358647242,-2.802029136,-5.975556712,-20.07043704
+07/03/2020,6,6.8,2.8,5.4,1.6,-38.74,-52.17,-305.73,4,5,3.45,-0.358647242,-2.802029136,-5.975556712,-20.07043704
+08/03/2020,0.4,2.7,2.2,2.4,0.8,-38.74,-52.17,-305.62,4.5,3.75,4,-0.34071488,-2.66192768,-5.676778876,-19.06691519
+09/03/2020,0,0,0,0,0.4,-38.74,-52.16,-305.62,5.7,3.65,4.15,-0.358647242,-2.802029136,-5.975556712,-20.07043704
+10/03/2020,0,0,0,0.2,0.2,-38.74,-52.16,-305.55,6.6,6,6.45,-0.358647242,-2.802029136,-5.975556712,-20.07043704
+11/03/2020,0,0,0,0,0,-38.74,-52.16,-305.48,9.9,8.6,8.3,-0.358647242,-2.802029136,-5.975556712,-20.07043704
+12/03/2020,0,0,0,0,0,-38.74,-52.16,-305.43,8.05,6.65,7.2,-0.358647242,-2.802029136,-5.975556712,-20.07043704
+13/03/2020,0,0,0,0.2,0,-38.74,-52.16,-305.44,7.85,7.95,7.9,-0.358647242,-2.802029136,-5.975556712,-20.07043704
+14/03/2020,0,0,0,0,0,-38.74,-52.16,-305.42,8.75,8.65,7.65,-0.358647242,-2.802029136,-5.975556712,-20.07043704
+15/03/2020,0,0,0,0.2,0,-38.74,-52.16,-305.36,5.75,6.1,5.1,-0.34071488,-2.66192768,-5.676778876,-19.06691519
+16/03/2020,0,0,0,0,0,-38.74,-52.16,-305.29,8.5,6.6,7.3,-0.358647242,-2.802029136,-5.975556712,-20.07043704
+17/03/2020,0,0,0,0,0,-38.74,-52.16,-305.22,9.5,6.75,7.7,-0.358647242,-2.802029136,-5.975556712,-20.07043704
+18/03/2020,0,0,0,0,0,-38.73,-52.16,-305.21,10.15,9.35,8.25,-0.358647242,-2.802029136,-5.975556712,-20.07043704
+19/03/2020,0,0,0,0,0,-38.73,-52.16,-305.2,11.35,9.45,9.6,-0.358647242,-2.802029136,-5.975556712,-20.07043704
+20/03/2020,0,0,0,0,0,-38.73,-52.15,-305.19,11.4,8.75,9.45,-0.358647242,-2.802029136,-5.975556712,-20.07043704
+21/03/2020,0,0,0,0,0,-38.72,-52.15,-305.22,10.4,7.95,8.7,-0.358647242,-2.802029136,-5.975556712,-20.07043704
+22/03/2020,0,0,0,0,0,-38.72,-52.15,-305.19,7.45,8.55,7.55,-0.34071488,-2.66192768,-5.676778876,-19.06691519
+23/03/2020,0,0,0,0,0,-38.72,-52.14,-305.13,-0.7,0.4,-0.65,-0.358647242,-2.802029136,-5.975556712,-20.07043704
+24/03/2020,0.2,0,0,0,0,-38.71,-52.14,-305.1,-1.2,-2.05,-1.1,-0.358647242,-2.802029136,-5.975556712,-20.07043704
+25/03/2020,0,0,0,0,0,-38.7,-52.13,-305.13,-0.9,0.75,-1.1,-0.358647242,-2.802029136,-5.975556712,-20.07043704
+26/03/2020,0,10,8,0,0,-38.7,-52.13,-305.15,0.4,1.85,0.25,-0.358647242,-2.802029136,-5.975556712,-20.07043704
+27/03/2020,26.6,1.4,4.4,14,1.2,-38.69,-52.13,-305.07,4.25,5.65,3.95,-0.358647242,-2.802029136,-5.975556712,-20.07043704
+28/03/2020,0,0,0,0.4,3,-38.69,-52.12,-304.99,7.9,7.65,7.25,-0.358647242,-2.802029136,-5.975556712,-20.07043704
+29/03/2020,0,0,0,0.2,0.2,-38.69,-52.12,-304.95,8.85,7.8,7.45,-0.34071488,-2.66192768,-5.676778876,-19.06691519
+30/03/2020,0.4,0,6.4,0,0,-38.68,-52.12,-304.93,8.9,7.1,7.3,-0.358647242,-2.802029136,-5.975556712,-20.07043704
+31/03/2020,3,15.4,9.6,16.2,2.6,-38.68,-52.11,-304.88,1.55,2.75,1.15,-0.358647242,-2.802029136,-5.975556712,-20.07043704
+01/04/2020,2.2,2.2,1.4,2,0,-38.67,-52.11,-304.84,0.95,0.5,1.15,-0.3733,-2.921933333,-6.167066922,-20.95094444
+02/04/2020,0,0,0,0,0,-38.67,-52.11,-304.83,3.75,2.6,2.8,-0.3733,-2.921933333,-6.167066922,-20.95094444
+03/04/2020,0,0,0,0,0,-38.67,-52.11,-304.8,6.05,5.35,5.15,-0.3733,-2.921933333,-6.167066922,-20.95094444
+04/04/2020,0,0,0,0,0,-38.66,-52.11,-304.73,8.45,8.25,8,-0.3733,-2.921933333,-6.167066922,-20.95094444
+05/04/2020,0.2,0,0,0,0,-38.66,-52.1,-304.67,9.05,8.5,9.1,-0.354635,-2.775836667,-5.858713576,-19.90339722
+06/04/2020,0,0,0,0,0,-38.66,-52.1,-304.61,11.45,10.65,9.95,-0.3733,-2.921933333,-6.167066922,-20.95094444
+07/04/2020,0,0,0,0,0,-38.66,-52.1,-304.57,11.75,10.35,10.15,-0.3733,-2.921933333,-6.167066922,-20.95094444
+08/04/2020,0,0,0,0,0,-38.66,-52.1,-304.56,11.8,9.95,10.2,-0.3733,-2.921933333,-6.167066922,-20.95094444
+09/04/2020,0,0,0,0,0,-38.65,-52.1,-304.56,11.15,9.35,9.35,-0.3733,-2.921933333,-6.167066922,-20.95094444
+10/04/2020,0,0,0,0,0,-38.65,-52.1,-304.53,13.5,11.4,11.65,-0.3733,-2.921933333,-6.167066922,-20.95094444
+11/04/2020,0,0,0,0,0,-38.65,-52.09,-304.51,14.65,13.75,12.8,-0.3733,-2.921933333,-6.167066922,-20.95094444
+12/04/2020,0,0,0,0,0,-38.64,-52.09,-304.5,15.35,12.9,13.15,-0.354635,-2.775836667,-5.858713576,-19.90339722
+13/04/2020,0,0,0,0,0,-38.64,-52.09,-304.51,12.8,9.65,11.15,-0.3733,-2.921933333,-6.167066922,-20.95094444
+14/04/2020,0,0,0,0,0,-38.63,-52.08,-304.53,9.2,11.05,9.7,-0.3733,-2.921933333,-6.167066922,-20.95094444
+15/04/2020,0,0,0,0,0,-38.63,-52.08,-304.44,7.15,8.15,7.35,-0.3733,-2.921933333,-6.167066922,-20.95094444
+16/04/2020,0,0,0,0,0,-38.63,-52.08,-304.4,10.85,8.6,9.8,-0.3733,-2.921933333,-6.167066922,-20.95094444
+17/04/2020,0,0,0,0,0,-38.63,-52.08,-304.4,12.3,9.45,11.1,-0.3733,-2.921933333,-6.167066922,-20.95094444
+18/04/2020,0,0,0,0,0,-38.62,-52.07,-304.38,12.9,11.8,12.25,-0.3733,-2.921933333,-6.167066922,-20.95094444
+19/04/2020,0,0,0,0,0,-38.62,-52.07,-304.39,14.45,12.75,13.35,-0.354635,-2.775836667,-5.858713576,-19.90339722
+20/04/2020,10.8,11.8,15.8,12.6,6.4,-38.61,-52.06,-304.41,11.25,11.7,10.85,-0.3733,-2.921933333,-6.167066922,-20.95094444
+21/04/2020,9.8,19.8,9.6,21,13,-38.6,-52.06,-304.4,8,9.5,8,-0.3733,-2.921933333,-6.167066922,-20.95094444
+22/04/2020,0.8,2.8,0.2,3.2,2,-38.6,-52.06,-304.33,7.2,8.3,7.05,-0.3733,-2.921933333,-6.167066922,-20.95094444
+23/04/2020,10.8,19.8,9.6,22.2,9.4,-38.6,-52.05,-304.27,10.55,9.8,9.6,-0.3733,-2.921933333,-6.167066922,-20.95094444
+24/04/2020,0,0,0,0,0,-38.59,-52.05,-304.25,11.9,9.65,10,-0.3733,-2.921933333,-6.167066922,-20.95094444
+25/04/2020,0,0,0,0,0,-38.59,-52.05,-304.25,13.2,10.2,10.85,-0.3733,-2.921933333,-6.167066922,-20.95094444
+26/04/2020,0,0,0,0,0,-38.59,-52.05,-304.24,11.8,9.45,10.05,-0.354635,-2.775836667,-5.858713576,-19.90339722
+27/04/2020,0,0,0,0,0,-38.58,-52.04,-304.19,12.2,9.95,11.05,-0.3733,-2.921933333,-6.167066922,-20.95094444
+28/04/2020,9,4,6.4,3.2,2.6,-38.58,-52.04,-304.18,10,9.9,9.35,-0.3733,-2.921933333,-6.167066922,-20.95094444
+29/04/2020,15.8,41.9,17,46.2,21.2,-38.57,-52.04,-304.17,12.5,11.95,11.8,-0.3733,-2.921933333,-6.167066922,-20.95094444
+30/04/2020,0,0,0,0,0,-38.57,-52.03,-304.13,11.35,11.15,10.15,-0.3733,-2.921933333,-6.167066922,-20.95094444
+01/05/2020,0,0.6,0.4,0.6,0,-38.56,-52.03,-304.12,12.9,12.2,11.7,-0.342085672,-2.846909823,-5.865718846,-20.4532043
+02/05/2020,0,1.4,0,2.2,0,-38.56,-52.03,-304.11,15,14.25,15.15,-0.342085672,-2.846909823,-5.865718846,-20.4532043
+03/05/2020,0,0,0,0,0,-38.56,-52.03,-304.07,14.3,12.85,13.6,-0.324981389,-2.704564332,-5.572432903,-19.43054409
+04/05/2020,0,0,0,0,0.2,-38.55,-52.02,-304,13.9,12.3,12.65,-0.342085672,-2.846909823,-5.865718846,-20.4532043
+05/05/2020,0,0,0,0,0,-38.55,-52.02,-303.99,15.35,12,13.45,-0.342085672,-2.846909823,-5.865718846,-20.4532043
+06/05/2020,0,0,0,0,0,-38.55,-52.02,-303.99,14.1,13.7,13.8,-0.342085672,-2.846909823,-5.865718846,-20.4532043
+07/05/2020,0,0,0,0,0,-38.55,-52.02,-303.93,12.6,12.95,12.4,-0.342085672,-2.846909823,-5.865718846,-20.4532043
+08/05/2020,0,0,0,0,0,-38.54,-52.02,-303.9,15.45,13.25,13.65,-0.342085672,-2.846909823,-5.865718846,-20.4532043
+09/05/2020,0,0,0,0,0,-38.54,-52.01,-303.91,15.5,11.8,13.45,-0.342085672,-2.846909823,-5.865718846,-20.4532043
+10/05/2020,0,0,0,0,0,-38.54,-52.01,-303.94,15.55,14.6,14.65,-0.324981389,-2.704564332,-5.572432903,-19.43054409
+11/05/2020,0.6,1,0.8,1.2,1,-38.53,-52.01,-303.96,13.9,13.1,13.05,-0.342085672,-2.846909823,-5.865718846,-20.4532043
+12/05/2020,0,3.3,0.8,3.6,0.8,-38.53,-52,-303.9,15.15,14.2,14.2,-0.342085672,-2.846909823,-5.865718846,-20.4532043
+13/05/2020,0,0,0,0,0,-38.52,-52,-303.88,16,15.35,14.5,-0.342085672,-2.846909823,-5.865718846,-20.4532043
+14/05/2020,0,0,0,0,0,-38.52,-52,-303.89,17.95,17.35,17.3,-0.342085672,-2.846909823,-5.865718846,-20.4532043
+15/05/2020,0,0.2,0.4,0.8,0.2,-38.52,-52,-303.83,13.9,12.15,12.5,-0.342085672,-2.846909823,-5.865718846,-20.4532043
+16/05/2020,0,0,0,0.4,0,-38.51,-51.99,-303.78,14.4,14,12.45,-0.342085672,-2.846909823,-5.865718846,-20.4532043
+17/05/2020,0.4,1.8,1.6,2.2,2,-38.51,-51.99,-303.77,20.1,16.9,18.05,-0.324981389,-2.704564332,-5.572432903,-19.43054409
+18/05/2020,0,0,0,0,0,-38.51,-51.99,-303.75,16.15,15.6,15.15,-0.342085672,-2.846909823,-5.865718846,-20.4532043
+19/05/2020,15,3.6,13.6,3.8,2.2,-38.5,-51.98,-303.77,16.4,15.05,15.2,-0.342085672,-2.846909823,-5.865718846,-20.4532043
+20/05/2020,1.8,7.2,4.6,7,4,-38.5,-51.98,-303.77,11.7,12.6,11.95,-0.342085672,-2.846909823,-5.865718846,-20.4532043
+21/05/2020,2.6,1.2,1.4,1,1.8,-38.5,-51.98,-303.71,14.6,14.65,14.65,-0.342085672,-2.846909823,-5.865718846,-20.4532043
+22/05/2020,0,0,0,0,0,-38.5,-51.98,-303.63,16.8,15.2,15.7,-0.342085672,-2.846909823,-5.865718846,-20.4532043
+23/05/2020,0,0,0,0,0,-38.5,-51.98,-303.6,18.75,16.75,17.6,-0.342085672,-2.846909823,-5.865718846,-20.4532043
+24/05/2020,0,0,0,0,0,-38.49,-51.98,-303.61,16.75,16.65,16.75,-0.324981389,-2.704564332,-5.572432903,-19.43054409
+25/05/2020,0.8,0,1.2,0,0,-38.49,-51.98,-303.6,15.8,13.9,15.25,-0.342085672,-2.846909823,-5.865718846,-20.4532043
+26/05/2020,0,0,0,0,0,-38.49,-51.97,-303.59,13.85,14,14.35,-0.342085672,-2.846909823,-5.865718846,-20.4532043
+27/05/2020,0,0,0,0,0,-38.49,-51.97,-303.57,12.35,11.85,12.6,-0.342085672,-2.846909823,-5.865718846,-20.4532043
+28/05/2020,0,0,0,0,0,-38.48,-51.97,-303.58,13.95,12.35,13.3,-0.342085672,-2.846909823,-5.865718846,-20.4532043
+29/05/2020,1,1,0.6,1,0.8,-38.47,-51.96,-303.61,10.05,10.4,9.95,-0.342085672,-2.846909823,-5.865718846,-20.4532043
+30/05/2020,1.6,6.4,1,7.4,1,-38.47,-51.96,-303.63,11.05,11.15,11.35,-0.342085672,-2.846909823,-5.865718846,-20.4532043
+31/05/2020,0,0.4,0,0.6,0,-38.47,-51.96,-303.61,13.05,11.4,12,-0.324981389,-2.704564332,-5.572432903,-19.43054409
+01/06/2020,0,0,0,0,0,-38.46,-51.95,-303.58,13.9,13.55,13.2,-0.359941929,-2.925253411,-5.756610351,-21.35885556
+02/06/2020,0,0,0,0,0,-38.46,-51.95,-303.58,15.95,14.1,14.4,-0.359941929,-2.925253411,-5.756610351,-21.35885556
+03/06/2020,0,0,0,0,0,-38.45,-51.95,-303.59,15.85,14.05,14.8,-0.359941929,-2.925253411,-5.756610351,-21.35885556
+04/06/2020,16.6,0.6,10.4,3,2.8,-38.44,-51.94,-303.62,15.05,14.85,14.2,-0.359941929,-2.925253411,-5.756610351,-21.35885556
+05/06/2020,47.6,39.7,53.8,41.4,22.6,-38.43,-51.93,-303.63,14.55,14.9,14.3,-0.359941929,-2.925253411,-5.756610351,-21.35885556
+06/06/2020,0,2,0,7.8,0.2,-38.43,-51.93,-303.55,17.1,15.55,15.2,-0.359941929,-2.925253411,-5.756610351,-21.35885556
+07/06/2020,0,0,0.2,0.2,0,-38.43,-51.93,-303.52,16,13.75,14,-0.341944833,-2.778990741,-5.468779833,-20.29091278
+08/06/2020,17.4,68.4,46.4,61.6,20.2,-38.42,-51.92,-303.51,14.9,14.2,14.6,-0.359941929,-2.925253411,-5.756610351,-21.35885556
+09/06/2020,18.6,25.3,8.4,17.4,9.2,-38.41,-51.92,-303.48,13.65,12.4,13.35,-0.359941929,-2.925253411,-5.756610351,-21.35885556
+10/06/2020,31.2,19.7,9.4,25,6.2,-38.4,-51.91,-303.47,12.35,11.85,11.25,-0.359941929,-2.925253411,-5.756610351,-21.35885556
+11/06/2020,9.6,15.6,18.8,13.4,6.2,-38.4,-51.91,-303.45,12.65,11.85,12.2,-0.359941929,-2.925253411,-5.756610351,-21.35885556
+12/06/2020,1.2,0.4,0.6,0.4,1.8,-38.4,-51.91,-303.41,14.3,12.95,13.6,-0.359941929,-2.925253411,-5.756610351,-21.35885556
+13/06/2020,0,0,0,0,0,-38.4,-51.91,-303.39,17.85,16.1,16.35,-0.359941929,-2.925253411,-5.756610351,-21.35885556
+14/06/2020,0.2,4.4,2,4.2,2.2,-38.39,-51.91,-303.39,15.3,13.85,14.55,-0.341944833,-2.778990741,-5.468779833,-20.29091278
+15/06/2020,0,0,0,0,0,-38.39,-51.91,-303.37,16.75,16.05,15.85,-0.359941929,-2.925253411,-5.756610351,-21.35885556
+16/06/2020,0,0,0,0.2,0,-38.39,-51.91,-303.36,17.45,16.8,15.8,-0.359941929,-2.925253411,-5.756610351,-21.35885556
+17/06/2020,15,7.3,28.8,18,3.2,-38.39,-51.9,-303.35,16.1,15.1,15.1,-0.359941929,-2.925253411,-5.756610351,-21.35885556
+18/06/2020,0,0,0,0,0,-38.39,-51.9,,16.05,15.15,15,-0.359941929,-2.925253411,-5.756610351,-21.35885556
+19/06/2020,0,0,0,0,0,-38.39,-51.9,,16.6,14.85,15.35,-0.359941929,-2.925253411,-5.756610351,-21.35885556
+20/06/2020,0,0,0,0,0,-38.39,-51.9,,16.2,15.8,15.35,-0.359941929,-2.925253411,-5.756610351,-21.35885556
+21/06/2020,0,0,0,0,0,-38.39,-51.9,,18.35,17.35,16.55,-0.341944833,-2.778990741,-5.468779833,-20.29091278
+22/06/2020,0.2,6.4,3.2,5,0,-38.39,-51.9,,19.7,18.5,18.7,-0.359941929,-2.925253411,-5.756610351,-21.35885556
+23/06/2020,0,0,0,0,0,-38.39,-51.9,,20.3,19.45,19.2,-0.359941929,-2.925253411,-5.756610351,-21.35885556
+24/06/2020,0,0,0,0,0,-38.39,-51.9,,21.15,19.25,19.3,-0.359941929,-2.925253411,-5.756610351,-21.35885556
+25/06/2020,0,0,0,0,0,-38.38,-51.9,-303.27,21.45,18.2,19.8,-0.359941929,-2.925253411,-5.756610351,-21.35885556
+26/06/2020,0,0,0,0,0,-38.38,-51.89,-303.27,20.7,18.3,19.2,-0.359941929,-2.925253411,-5.756610351,-21.35885556
+27/06/2020,0,0,0,0,0,-38.38,-51.89,-303.27,20.5,17.95,18.85,-0.359941929,-2.925253411,-5.756610351,-21.35885556
+28/06/2020,0,0,0,0,0,-38.38,-51.89,-303.27,22.1,19.9,20.45,-0.341944833,-2.778990741,-5.468779833,-20.29091278
+29/06/2020,0,0,0,0,0,-38.37,-51.89,-303.28,22.45,20.15,20.2,-0.359941929,-2.925253411,-5.756610351,-21.35885556
+30/06/2020,0,0,0,0,0,-38.37,-51.89,-303.27,22,20.35,21.1,-0.359941929,-2.925253411,-5.756610351,-21.35885556
diff --git a/Ricardo/Time-Series/Data/Water_Spring_Lupa.csv b/Ricardo/Time-Series/Data/Water_Spring_Lupa.csv
new file mode 100644
index 0000000000..c90b117a83
--- /dev/null
+++ b/Ricardo/Time-Series/Data/Water_Spring_Lupa.csv
@@ -0,0 +1,4200 @@
+Date,Rainfall_Terni,Flow_Rate_Lupa
+01/01/2009,2.797,
+02/01/2009,2.797,
+03/01/2009,2.797,
+04/01/2009,2.797,
+05/01/2009,2.797,
+06/01/2009,2.797,
+07/01/2009,2.797,
+08/01/2009,2.797,
+09/01/2009,2.797,
+10/01/2009,2.797,
+11/01/2009,2.797,
+12/01/2009,2.797,
+13/01/2009,2.797,
+14/01/2009,2.797,
+15/01/2009,2.797,
+16/01/2009,2.797,
+17/01/2009,2.797,
+18/01/2009,2.797,
+19/01/2009,2.797,
+20/01/2009,2.797,
+21/01/2009,2.797,
+22/01/2009,2.797,
+23/01/2009,2.797,
+24/01/2009,2.797,
+25/01/2009,2.797,
+26/01/2009,2.797,
+27/01/2009,2.797,
+28/01/2009,2.797,
+29/01/2009,2.797,
+30/01/2009,2.797,
+31/01/2009,2.797,
+01/02/2009,2.763,
+02/02/2009,2.763,
+03/02/2009,2.763,
+04/02/2009,2.763,
+05/02/2009,2.763,
+06/02/2009,2.763,
+07/02/2009,2.763,
+08/02/2009,2.763,
+09/02/2009,2.763,
+10/02/2009,2.763,
+11/02/2009,2.763,
+12/02/2009,2.763,
+13/02/2009,2.763,
+14/02/2009,2.763,
+15/02/2009,2.763,
+16/02/2009,2.763,
+17/02/2009,2.763,
+18/02/2009,2.763,
+19/02/2009,2.763,-166.02
+20/02/2009,2.763,-166.97
+21/02/2009,2.763,-167.72
+22/02/2009,2.763,-168.65
+23/02/2009,2.763,-169.42
+24/02/2009,2.763,-170.21
+25/02/2009,2.763,-171.1
+26/02/2009,2.763,-171.69
+27/02/2009,2.763,-172.07
+28/02/2009,2.763,-172.33
+01/03/2009,2.076,-172.68
+02/03/2009,2.076,-172.88
+03/03/2009,2.076,-173.15
+04/03/2009,2.076,-173.55
+05/03/2009,2.076,-173.83
+06/03/2009,2.076,-175.7
+07/03/2009,2.076,-176.86
+08/03/2009,2.076,-177.86
+09/03/2009,2.076,-178.9
+10/03/2009,2.076,-180.08
+11/03/2009,2.076,-180.45
+12/03/2009,2.076,-181.34
+13/03/2009,2.076,-181.77
+14/03/2009,2.076,-181.71
+15/03/2009,2.076,-181.83
+16/03/2009,2.076,-181.8
+17/03/2009,2.076,-181.9
+18/03/2009,2.076,-181.86
+19/03/2009,2.076,-182.02
+20/03/2009,2.076,-182.14
+21/03/2009,2.076,-182.31
+22/03/2009,2.076,-182.13
+23/03/2009,2.076,-182.04
+24/03/2009,2.076,-182
+25/03/2009,2.076,-182.03
+26/03/2009,2.076,-181.87
+27/03/2009,2.076,-181.64
+28/03/2009,2.076,-181.4
+29/03/2009,2.076,-180.9
+30/03/2009,2.076,-180.61
+31/03/2009,2.076,-180.42
+01/04/2009,2.79,-180.18
+02/04/2009,2.79,-179.95
+03/04/2009,2.79,-179.92
+04/04/2009,2.79,-179.89
+05/04/2009,2.79,-179.94
+06/04/2009,2.79,-180.3
+07/04/2009,2.79,-180.43
+08/04/2009,2.79,-180.45
+09/04/2009,2.79,-180.46
+10/04/2009,2.79,
+11/04/2009,2.79,
+12/04/2009,2.79,
+13/04/2009,2.79,
+14/04/2009,2.79,
+15/04/2009,2.79,
+16/04/2009,2.79,
+17/04/2009,2.79,
+18/04/2009,2.79,
+19/04/2009,2.79,
+20/04/2009,2.79,
+21/04/2009,2.79,
+22/04/2009,2.79,
+23/04/2009,2.79,
+24/04/2009,2.79,
+25/04/2009,2.79,
+26/04/2009,2.79,
+27/04/2009,2.79,
+28/04/2009,2.79,
+29/04/2009,2.79,
+30/04/2009,2.79,
+01/05/2009,1.139,
+02/05/2009,1.139,
+03/05/2009,1.139,
+04/05/2009,1.139,
+05/05/2009,1.139,
+06/05/2009,1.139,
+07/05/2009,1.139,
+08/05/2009,1.139,
+09/05/2009,1.139,
+10/05/2009,1.139,
+11/05/2009,1.139,
+12/05/2009,1.139,
+13/05/2009,1.139,
+14/05/2009,1.139,
+15/05/2009,1.139,
+16/05/2009,1.139,
+17/05/2009,1.139,
+18/05/2009,1.139,
+19/05/2009,1.139,
+20/05/2009,1.139,
+21/05/2009,1.139,
+22/05/2009,1.139,
+23/05/2009,1.139,
+24/05/2009,1.139,
+25/05/2009,1.139,
+26/05/2009,1.139,
+27/05/2009,1.139,
+28/05/2009,1.139,
+29/05/2009,1.139,
+30/05/2009,1.139,-157.37
+31/05/2009,1.139,-156.32
+01/06/2009,3.062,-156.61
+02/06/2009,3.062,-156.68
+03/06/2009,3.062,-156.36
+04/06/2009,3.062,-155.79
+05/06/2009,3.062,-155.1
+06/06/2009,3.062,-154.31
+07/06/2009,3.062,-153.18
+08/06/2009,3.062,-152.38
+09/06/2009,3.062,-151.77
+10/06/2009,3.062,-150.98
+11/06/2009,3.062,-150.15
+12/06/2009,3.062,-149.33
+13/06/2009,3.062,-148.52
+14/06/2009,3.062,-147.58
+15/06/2009,3.062,-146.84
+16/06/2009,3.062,-145.97
+17/06/2009,3.062,-145.3
+18/06/2009,3.062,-144.49
+19/06/2009,3.062,-143.63
+20/06/2009,3.062,-142.61
+21/06/2009,3.062,-141.92
+22/06/2009,3.062,-141.6
+23/06/2009,3.062,-140.56
+24/06/2009,3.062,-140.06
+25/06/2009,3.062,-139.6
+26/06/2009,3.062,-138.93
+27/06/2009,3.062,-138.09
+28/06/2009,3.062,-137.4
+29/06/2009,3.062,-136.73
+30/06/2009,3.062,-135.97
+01/07/2009,1.276,-134.99
+02/07/2009,1.276,-134.52
+03/07/2009,1.276,-134.31
+04/07/2009,1.276,-133.7
+05/07/2009,1.276,-133.56
+06/07/2009,1.276,-134.17
+07/07/2009,1.276,-133.88
+08/07/2009,1.276,-133.62
+09/07/2009,1.276,-132.81
+10/07/2009,1.276,-132.12
+11/07/2009,1.276,-131.21
+12/07/2009,1.276,-130.35
+13/07/2009,1.276,-129.62
+14/07/2009,1.276,-128.9
+15/07/2009,1.276,-128.23
+16/07/2009,1.276,-127.51
+17/07/2009,1.276,-126.75
+18/07/2009,1.276,-125.65
+19/07/2009,1.276,-124.86
+20/07/2009,1.276,-124.47
+21/07/2009,1.276,-123.8
+22/07/2009,1.276,-123.12
+23/07/2009,1.276,-122.42
+24/07/2009,1.276,-121.83
+25/07/2009,1.276,-121.13
+26/07/2009,1.276,-120.47
+27/07/2009,1.276,-119.98
+28/07/2009,1.276,-119.35
+29/07/2009,1.276,-118.77
+30/07/2009,1.276,-118.39
+31/07/2009,1.276,-117.86
+01/08/2009,0.95,-117.19
+02/08/2009,0.95,-116.51
+03/08/2009,0.95,-116.11
+04/08/2009,0.95,-115.68
+05/08/2009,0.95,-115.22
+06/08/2009,0.95,-114.8
+07/08/2009,0.95,-114.36
+08/08/2009,0.95,-113.77
+09/08/2009,0.95,-112.92
+10/08/2009,0.95,-112.36
+11/08/2009,0.95,-111.77
+12/08/2009,0.95,-111.25
+13/08/2009,0.95,-110.64
+14/08/2009,0.95,-110.1
+15/08/2009,0.95,-109.46
+16/08/2009,0.95,-108.71
+17/08/2009,0.95,-107.88
+18/08/2009,0.95,-107.23
+19/08/2009,0.95,-106.7
+20/08/2009,0.95,-106.23
+21/08/2009,0.95,-105.56
+22/08/2009,0.95,-104.88
+23/08/2009,0.95,-104
+24/08/2009,0.95,-103.4
+25/08/2009,0.95,-102.87
+26/08/2009,0.95,0
+27/08/2009,0.95,-101.85
+28/08/2009,0.95,-101.28
+29/08/2009,0.95,-100.72
+30/08/2009,0.95,-100.16
+31/08/2009,0.95,-99.62
+01/09/2009,3.57,-99.14
+02/09/2009,3.57,-98.7
+03/09/2009,3.57,-98.18
+04/09/2009,3.57,-97.78
+05/09/2009,3.57,-97.08
+06/09/2009,3.57,-96.35
+07/09/2009,3.57,-96.17
+08/09/2009,3.57,-95.81
+09/09/2009,3.57,-95.43
+10/09/2009,3.57,-95.1
+11/09/2009,3.57,-94.68
+12/09/2009,3.57,-94.12
+13/09/2009,3.57,-93.47
+14/09/2009,3.57,-93.25
+15/09/2009,3.57,-92.9
+16/09/2009,3.57,-92.81
+17/09/2009,3.57,-92.68
+18/09/2009,3.57,-92.27
+19/09/2009,3.57,-91.81
+20/09/2009,3.57,-91.25
+21/09/2009,3.57,-90.81
+22/09/2009,3.57,-90.66
+23/09/2009,3.57,-90.23
+24/09/2009,3.57,-89.8
+25/09/2009,3.57,-89.33
+26/09/2009,3.57,-88.59
+27/09/2009,3.57,-88.07
+28/09/2009,3.57,-87.86
+29/09/2009,3.57,-87.42
+30/09/2009,3.57,-86.99
+01/10/2009,2.562,-86.53
+02/10/2009,2.562,-86.12
+03/10/2009,2.562,-85.54
+04/10/2009,2.562,-85.02
+05/10/2009,2.562,-84.83
+06/10/2009,2.562,-84.47
+07/10/2009,2.562,-84.05
+08/10/2009,2.562,-83.63
+09/10/2009,2.562,-83.22
+10/10/2009,2.562,-82.13
+11/10/2009,2.562,-82.19
+12/10/2009,2.562,-81.5
+13/10/2009,2.562,-81.57
+14/10/2009,2.562,-81.43
+15/10/2009,2.562,-81.33
+16/10/2009,2.562,-81.25
+17/10/2009,2.562,-80.88
+18/10/2009,2.562,-80.42
+19/10/2009,2.562,-80.13
+20/10/2009,2.562,-79.83
+21/10/2009,2.562,-79.4
+22/10/2009,2.562,-78.43
+23/10/2009,2.562,-78.25
+24/10/2009,2.562,-78.02
+25/10/2009,2.562,-77.39
+26/10/2009,2.562,-77.02
+27/10/2009,2.562,
+28/10/2009,2.562,
+29/10/2009,2.562,
+30/10/2009,2.562,
+31/10/2009,2.562,
+01/11/2009,4.057,
+02/11/2009,4.057,
+03/11/2009,4.057,
+04/11/2009,4.057,
+05/11/2009,4.057,
+06/11/2009,4.057,
+07/11/2009,4.057,
+08/11/2009,4.057,
+09/11/2009,4.057,
+10/11/2009,4.057,
+11/11/2009,4.057,
+12/11/2009,4.057,
+13/11/2009,4.057,
+14/11/2009,4.057,
+15/11/2009,4.057,
+16/11/2009,4.057,
+17/11/2009,4.057,
+18/11/2009,4.057,
+19/11/2009,4.057,
+20/11/2009,4.057,
+21/11/2009,4.057,
+22/11/2009,4.057,
+23/11/2009,4.057,
+24/11/2009,4.057,
+25/11/2009,4.057,
+26/11/2009,4.057,
+27/11/2009,4.057,
+28/11/2009,4.057,
+29/11/2009,4.057,
+30/11/2009,4.057,
+01/12/2009,5.308,
+02/12/2009,5.308,
+03/12/2009,5.308,
+04/12/2009,5.308,
+05/12/2009,5.308,
+06/12/2009,5.308,
+07/12/2009,5.308,
+08/12/2009,5.308,
+09/12/2009,5.308,
+10/12/2009,5.308,
+11/12/2009,5.308,
+12/12/2009,5.308,
+13/12/2009,5.308,
+14/12/2009,5.308,
+15/12/2009,5.308,
+16/12/2009,5.308,-77.55
+17/12/2009,5.308,-77.56
+18/12/2009,5.308,
+19/12/2009,5.308,
+20/12/2009,5.308,-77.57
+21/12/2009,5.308,-77.58
+22/12/2009,5.308,-77.59
+23/12/2009,5.308,-77.6
+24/12/2009,5.308,-77.61
+25/12/2009,5.308,-77.62
+26/12/2009,5.308,-77.63
+27/12/2009,5.308,-77.64
+28/12/2009,5.308,-77.65
+29/12/2009,5.308,-77.66
+30/12/2009,5.308,-77.67
+31/12/2009,5.308,-77.68
+01/01/2010,3.273,-77.69
+02/01/2010,3.273,-77.7
+03/01/2010,3.273,-77.71
+04/01/2010,3.273,-77.72
+05/01/2010,3.273,-77.73
+06/01/2010,3.273,-77.74
+07/01/2010,3.273,-77.75
+08/01/2010,3.273,-77.76
+09/01/2010,3.273,-77.77
+10/01/2010,3.273,-77.78
+11/01/2010,3.273,-77.79
+12/01/2010,3.273,-77.8
+13/01/2010,3.273,-77.81
+14/01/2010,3.273,-77.82
+15/01/2010,3.273,-77.83
+16/01/2010,3.273,-77.84
+17/01/2010,3.273,-77.85
+18/01/2010,3.273,-77.86
+19/01/2010,3.273,-77.87
+20/01/2010,3.273,-77.88
+21/01/2010,3.273,-77.89
+22/01/2010,3.273,-77.9
+23/01/2010,3.273,-77.91
+24/01/2010,3.273,-77.92
+25/01/2010,3.273,-77.93
+26/01/2010,3.273,-77.94
+27/01/2010,3.273,-77.95
+28/01/2010,3.273,-77.96
+29/01/2010,3.273,-77.97
+30/01/2010,3.273,-77.98
+31/01/2010,3.273,-77.99
+01/02/2010,3.739,-78
+02/02/2010,3.739,-78.01
+03/02/2010,3.739,-78.02
+04/02/2010,3.739,-78.05
+05/02/2010,3.739,-78.06
+06/02/2010,3.739,-78.07
+07/02/2010,3.739,-78.08
+08/02/2010,3.739,
+09/02/2010,3.739,
+10/02/2010,3.739,-78.09
+11/02/2010,3.739,-78.1
+12/02/2010,3.739,-78.11
+13/02/2010,3.739,-78.12
+14/02/2010,3.739,-78.13
+15/02/2010,3.739,-78.14
+16/02/2010,3.739,-78.15
+17/02/2010,3.739,-78.16
+18/02/2010,3.739,-78.17
+19/02/2010,3.739,-78.18
+20/02/2010,3.739,-78.19
+21/02/2010,3.739,-78.2
+22/02/2010,3.739,-78.21
+23/02/2010,3.739,-78.22
+24/02/2010,3.739,-78.23
+25/02/2010,3.739,-78.24
+26/02/2010,3.739,-78.25
+27/02/2010,3.739,-78.26
+28/02/2010,3.739,-78.27
+01/03/2010,2.508,-78.28
+02/03/2010,2.508,-78.29
+03/03/2010,2.508,-78.3
+04/03/2010,2.508,-78.31
+05/03/2010,2.508,-78.32
+06/03/2010,2.508,-78.33
+07/03/2010,2.508,-78.34
+08/03/2010,2.508,-78.35
+09/03/2010,2.508,-78.36
+10/03/2010,2.508,-78.37
+11/03/2010,2.508,-78.38
+12/03/2010,2.508,-78.39
+13/03/2010,2.508,-78.4
+14/03/2010,2.508,-78.41
+15/03/2010,2.508,-78.42
+16/03/2010,2.508,-78.43
+17/03/2010,2.508,-78.44
+18/03/2010,2.508,-78.45
+19/03/2010,2.508,-78.46
+20/03/2010,2.508,-78.47
+21/03/2010,2.508,-78.48
+22/03/2010,2.508,-78.49
+23/03/2010,2.508,-78.5
+24/03/2010,2.508,-78.51
+25/03/2010,2.508,-78.52
+26/03/2010,2.508,-78.55
+27/03/2010,2.508,-78.56
+28/03/2010,2.508,-78.57
+29/03/2010,2.508,-78.58
+30/03/2010,2.508,-78.59
+31/03/2010,2.508,-78.6
+01/04/2010,3.165,-79.11
+02/04/2010,3.165,-79.12
+03/04/2010,3.165,-78.61
+04/04/2010,3.165,-78.62
+05/04/2010,3.165,-78.63
+06/04/2010,3.165,-78.64
+07/04/2010,3.165,-78.65
+08/04/2010,3.165,-78.66
+09/04/2010,3.165,-78.67
+10/04/2010,3.165,-78.68
+11/04/2010,3.165,-78.69
+12/04/2010,3.165,-78.7
+13/04/2010,3.165,-78.71
+14/04/2010,3.165,-78.72
+15/04/2010,3.165,-78.73
+16/04/2010,3.165,-79.24
+17/04/2010,3.165,-78.75
+18/04/2010,3.165,-78.76
+19/04/2010,3.165,-78.77
+20/04/2010,3.165,-78.78
+21/04/2010,3.165,-78.79
+22/04/2010,3.165,-78.8
+23/04/2010,3.165,-78.81
+24/04/2010,3.165,-78.82
+25/04/2010,3.165,-78.83
+26/04/2010,3.165,-78.84
+27/04/2010,3.165,-78.85
+28/04/2010,3.165,-78.86
+29/04/2010,3.165,-78.87
+30/04/2010,3.165,-78.88
+01/05/2010,4.1,-78.89
+02/05/2010,4.1,-78.9
+03/05/2010,4.1,-78.91
+04/05/2010,4.1,-78.92
+05/05/2010,4.1,-78.93
+06/05/2010,4.1,-78.94
+07/05/2010,4.1,-78.95
+08/05/2010,4.1,-78.96
+09/05/2010,4.1,-78.97
+10/05/2010,4.1,-78.98
+11/05/2010,4.1,-78.99
+12/05/2010,4.1,-79
+13/05/2010,4.1,-79.01
+14/05/2010,4.1,-79.02
+15/05/2010,4.1,
+16/05/2010,4.1,
+17/05/2010,4.1,
+18/05/2010,4.1,
+19/05/2010,4.1,
+20/05/2010,4.1,
+21/05/2010,4.1,
+22/05/2010,4.1,
+23/05/2010,4.1,
+24/05/2010,4.1,
+25/05/2010,4.1,
+26/05/2010,4.1,
+27/05/2010,4.1,
+28/05/2010,4.1,
+29/05/2010,4.1,
+30/05/2010,4.1,
+31/05/2010,4.1,
+01/06/2010,1.597,
+02/06/2010,1.597,
+03/06/2010,1.597,
+04/06/2010,1.597,
+05/06/2010,1.597,
+06/06/2010,1.597,
+07/06/2010,1.597,
+08/06/2010,1.597,
+09/06/2010,1.597,
+10/06/2010,1.597,
+11/06/2010,1.597,
+12/06/2010,1.597,
+13/06/2010,1.597,
+14/06/2010,1.597,
+15/06/2010,1.597,
+16/06/2010,1.597,
+17/06/2010,1.597,
+18/06/2010,1.597,
+19/06/2010,1.597,
+20/06/2010,1.597,
+21/06/2010,1.597,
+22/06/2010,1.597,
+23/06/2010,1.597,
+24/06/2010,1.597,
+25/06/2010,1.597,
+26/06/2010,1.597,
+27/06/2010,1.597,
+28/06/2010,1.597,
+29/06/2010,1.597,
+30/06/2010,1.597,
+01/07/2010,1.477,
+02/07/2010,1.477,
+03/07/2010,1.477,
+04/07/2010,1.477,
+05/07/2010,1.477,
+06/07/2010,1.477,
+07/07/2010,1.477,
+08/07/2010,1.477,
+09/07/2010,1.477,
+10/07/2010,1.477,
+11/07/2010,1.477,
+12/07/2010,1.477,
+13/07/2010,1.477,
+14/07/2010,1.477,
+15/07/2010,1.477,
+16/07/2010,1.477,
+17/07/2010,1.477,
+18/07/2010,1.477,
+19/07/2010,1.477,
+20/07/2010,1.477,
+21/07/2010,1.477,
+22/07/2010,1.477,
+23/07/2010,1.477,
+24/07/2010,1.477,
+25/07/2010,1.477,
+26/07/2010,1.477,
+27/07/2010,1.477,
+28/07/2010,1.477,
+29/07/2010,1.477,
+30/07/2010,1.477,
+31/07/2010,1.477,
+01/08/2010,0.758,
+02/08/2010,0.758,
+03/08/2010,0.758,
+04/08/2010,0.758,
+05/08/2010,0.758,
+06/08/2010,0.758,
+07/08/2010,0.758,
+08/08/2010,0.758,
+09/08/2010,0.758,
+10/08/2010,0.758,
+11/08/2010,0.758,
+12/08/2010,0.758,
+13/08/2010,0.758,
+14/08/2010,0.758,
+15/08/2010,0.758,
+16/08/2010,0.758,
+17/08/2010,0.758,
+18/08/2010,0.758,
+19/08/2010,0.758,
+20/08/2010,0.758,
+21/08/2010,0.758,
+22/08/2010,0.758,
+23/08/2010,0.758,-79.55
+24/08/2010,0.758,-79.56
+25/08/2010,0.758,-79.57
+26/08/2010,0.758,-79.58
+27/08/2010,0.758,-79.59
+28/08/2010,0.758,-79.6
+29/08/2010,0.758,-79.61
+30/08/2010,0.758,-79.62
+31/08/2010,0.758,-79.63
+01/09/2010,1.41,-79.64
+02/09/2010,1.41,
+03/09/2010,1.41,
+04/09/2010,1.41,-79.65
+05/09/2010,1.41,-79.66
+06/09/2010,1.41,-79.67
+07/09/2010,1.41,-79.68
+08/09/2010,1.41,-79.69
+09/09/2010,1.41,-79.7
+10/09/2010,1.41,-79.71
+11/09/2010,1.41,-79.72
+12/09/2010,1.41,-79.73
+13/09/2010,1.41,-79.74
+14/09/2010,1.41,-79.75
+15/09/2010,1.41,-79.76
+16/09/2010,1.41,-79.77
+17/09/2010,1.41,-79.78
+18/09/2010,1.41,-79.79
+19/09/2010,1.41,-79.8
+20/09/2010,1.41,-79.81
+21/09/2010,1.41,-79.82
+22/09/2010,1.41,-79.83
+23/09/2010,1.41,-79.84
+24/09/2010,1.41,-79.85
+25/09/2010,1.41,-79.86
+26/09/2010,1.41,-79.87
+27/09/2010,1.41,-79.88
+28/09/2010,1.41,-79.89
+29/09/2010,1.41,-79.9
+30/09/2010,1.41,-79.91
+01/10/2010,3.028,-79.92
+02/10/2010,3.028,-79.93
+03/10/2010,3.028,-79.94
+04/10/2010,3.028,-79.95
+05/10/2010,3.028,-79.96
+06/10/2010,3.028,-79.97
+07/10/2010,3.028,-79.98
+08/10/2010,3.028,-79.99
+09/10/2010,3.028,-80
+10/10/2010,3.028,-80.01
+11/10/2010,3.028,-80.02
+12/10/2010,3.028,-80.05
+13/10/2010,3.028,-80.06
+14/10/2010,3.028,-80.07
+15/10/2010,3.028,-80.08
+16/10/2010,3.028,-80.09
+17/10/2010,3.028,-80.1
+18/10/2010,3.028,-80.11
+19/10/2010,3.028,-80.12
+20/10/2010,3.028,-80.13
+21/10/2010,3.028,-80.14
+22/10/2010,3.028,-80.15
+23/10/2010,3.028,-80.16
+24/10/2010,3.028,
+25/10/2010,3.028,
+26/10/2010,3.028,-80.17
+27/10/2010,3.028,-80.18
+28/10/2010,3.028,-80.19
+29/10/2010,3.028,-80.2
+30/10/2010,3.028,-80.21
+31/10/2010,3.028,-80.22
+01/11/2010,7.96,-80.23
+02/11/2010,7.96,-80.24
+03/11/2010,7.96,-80.25
+04/11/2010,7.96,-80.26
+05/11/2010,7.96,-80.27
+06/11/2010,7.96,-80.28
+07/11/2010,7.96,-80.29
+08/11/2010,7.96,-80.3
+09/11/2010,7.96,-80.31
+10/11/2010,7.96,-80.32
+11/11/2010,7.96,-80.33
+12/11/2010,7.96,-80.34
+13/11/2010,7.96,-80.35
+14/11/2010,7.96,-80.36
+15/11/2010,7.96,-80.37
+16/11/2010,7.96,-80.38
+17/11/2010,7.96,-80.39
+18/11/2010,7.96,-80.4
+19/11/2010,7.96,-80.41
+20/11/2010,7.96,-80.42
+21/11/2010,7.96,-80.43
+22/11/2010,7.96,-80.44
+23/11/2010,7.96,-80.45
+24/11/2010,7.96,-80.46
+25/11/2010,7.96,-80.47
+26/11/2010,7.96,-80.48
+27/11/2010,7.96,-80.49
+28/11/2010,7.96,-80.5
+29/11/2010,7.96,-80.51
+30/11/2010,7.96,-80.52
+01/12/2010,3.533,-80.55
+02/12/2010,3.533,-80.56
+03/12/2010,3.533,-80.57
+04/12/2010,3.533,-80.58
+05/12/2010,3.533,-80.59
+06/12/2010,3.533,-80.6
+07/12/2010,3.533,-80.61
+08/12/2010,3.533,-80.62
+09/12/2010,3.533,-80.63
+10/12/2010,3.533,-80.64
+11/12/2010,3.533,-80.65
+12/12/2010,3.533,-80.66
+13/12/2010,3.533,-80.67
+14/12/2010,3.533,-80.68
+15/12/2010,3.533,
+16/12/2010,3.533,
+17/12/2010,3.533,-80.69
+18/12/2010,3.533,-80.7
+19/12/2010,3.533,-80.71
+20/12/2010,3.533,-80.72
+21/12/2010,3.533,-80.73
+22/12/2010,3.533,-80.74
+23/12/2010,3.533,-80.75
+24/12/2010,3.533,-80.76
+25/12/2010,3.533,-80.77
+26/12/2010,3.533,-80.78
+27/12/2010,3.533,-80.79
+28/12/2010,3.533,-80.8
+29/12/2010,3.533,-80.81
+30/12/2010,3.533,-80.82
+31/12/2010,3.533,-80.83
+01/01/2011,1.713,-80.84
+02/01/2011,1.713,-80.85
+03/01/2011,1.713,-80.86
+04/01/2011,1.713,-80.87
+05/01/2011,1.713,-80.88
+06/01/2011,1.713,-80.89
+07/01/2011,1.713,-80.9
+08/01/2011,1.713,-80.91
+09/01/2011,1.713,-80.92
+10/01/2011,1.713,-80.93
+11/01/2011,1.713,-80.94
+12/01/2011,1.713,-80.95
+13/01/2011,1.713,-80.96
+14/01/2011,1.713,-80.97
+15/01/2011,1.713,-80.98
+16/01/2011,1.713,-80.99
+17/01/2011,1.713,-81
+18/01/2011,1.713,-81.01
+19/01/2011,1.713,-81.02
+20/01/2011,1.713,-81.05
+21/01/2011,1.713,-81.06
+22/01/2011,1.713,-81.07
+23/01/2011,1.713,-81.08
+24/01/2011,1.713,-81.09
+25/01/2011,1.713,-81.1
+26/01/2011,1.713,-81.11
+27/01/2011,1.713,-81.12
+28/01/2011,1.713,-81.13
+29/01/2011,1.713,-81.14
+30/01/2011,1.713,-81.15
+31/01/2011,1.713,-81.16
+01/02/2011,1.716,-81.17
+02/02/2011,1.716,-81.18
+03/02/2011,1.716,-81.19
+04/02/2011,1.716,-81.2
+05/02/2011,1.716,
+06/02/2011,1.716,
+07/02/2011,1.716,-81.21
+08/02/2011,1.716,-81.22
+09/02/2011,1.716,-81.23
+10/02/2011,1.716,-81.24
+11/02/2011,1.716,-81.25
+12/02/2011,1.716,-81.26
+13/02/2011,1.716,-81.27
+14/02/2011,1.716,-81.28
+15/02/2011,1.716,-81.29
+16/02/2011,1.716,-81.3
+17/02/2011,1.716,-81.31
+18/02/2011,1.716,-81.32
+19/02/2011,1.716,-81.33
+20/02/2011,1.716,-81.34
+21/02/2011,1.716,-81.35
+22/02/2011,1.716,-81.36
+23/02/2011,1.716,-81.37
+24/02/2011,1.716,-81.38
+25/02/2011,1.716,-81.39
+26/02/2011,1.716,-81.4
+27/02/2011,1.716,-81.41
+28/02/2011,1.716,-81.42
+01/03/2011,3.391,-81.43
+02/03/2011,3.391,-81.44
+03/03/2011,3.391,-81.45
+04/03/2011,3.391,-81.46
+05/03/2011,3.391,-81.47
+06/03/2011,3.391,-81.48
+07/03/2011,3.391,-81.49
+08/03/2011,3.391,-81.5
+09/03/2011,3.391,-81.51
+10/03/2011,3.391,-81.52
+11/03/2011,3.391,-81.55
+12/03/2011,3.391,-81.56
+13/03/2011,3.391,-81.57
+14/03/2011,3.391,-81.58
+15/03/2011,3.391,-81.59
+16/03/2011,3.391,-81.6
+17/03/2011,3.391,-81.61
+18/03/2011,3.391,-81.62
+19/03/2011,3.391,-81.63
+20/03/2011,3.391,-81.64
+21/03/2011,3.391,-81.65
+22/03/2011,3.391,-81.66
+23/03/2011,3.391,-81.67
+24/03/2011,3.391,-81.68
+25/03/2011,3.391,-81.69
+26/03/2011,3.391,-81.7
+27/03/2011,3.391,-81.71
+28/03/2011,3.391,-81.72
+29/03/2011,3.391,
+30/03/2011,3.391,
+31/03/2011,3.391,-81.73
+01/04/2011,1.477,-81.74
+02/04/2011,1.477,-81.75
+03/04/2011,1.477,-81.76
+04/04/2011,1.477,-81.77
+05/04/2011,1.477,-81.78
+06/04/2011,1.477,-81.79
+07/04/2011,1.477,-81.8
+08/04/2011,1.477,-81.81
+09/04/2011,1.477,-81.82
+10/04/2011,1.477,-81.83
+11/04/2011,1.477,-81.84
+12/04/2011,1.477,-81.85
+13/04/2011,1.477,-81.86
+14/04/2011,1.477,-81.87
+15/04/2011,1.477,-81.88
+16/04/2011,1.477,-81.89
+17/04/2011,1.477,-81.9
+18/04/2011,1.477,-81.91
+19/04/2011,1.477,-81.92
+20/04/2011,1.477,-81.93
+21/04/2011,1.477,-81.94
+22/04/2011,1.477,-81.95
+23/04/2011,1.477,-81.96
+24/04/2011,1.477,-81.97
+25/04/2011,1.477,-81.98
+26/04/2011,1.477,-81.99
+27/04/2011,1.477,-82
+28/04/2011,1.477,-82.01
+29/04/2011,1.477,-82.02
+30/04/2011,1.477,-82.05
+01/05/2011,1.63,-82.06
+02/05/2011,1.63,-82.07
+03/05/2011,1.63,-82.08
+04/05/2011,1.63,-82.09
+05/05/2011,1.63,-82.1
+06/05/2011,1.63,-82.11
+07/05/2011,1.63,-82.12
+08/05/2011,1.63,-82.13
+09/05/2011,1.63,-82.14
+10/05/2011,1.63,-82.15
+11/05/2011,1.63,-82.16
+12/05/2011,1.63,-82.17
+13/05/2011,1.63,-82.18
+14/05/2011,1.63,-82.19
+15/05/2011,1.63,-82.2
+16/05/2011,1.63,-82.21
+17/05/2011,1.63,-82.22
+18/05/2011,1.63,-82.23
+19/05/2011,1.63,-82.24
+20/05/2011,1.63,
+21/05/2011,1.63,
+22/05/2011,1.63,-82.25
+23/05/2011,1.63,-82.26
+24/05/2011,1.63,-82.27
+25/05/2011,1.63,-82.28
+26/05/2011,1.63,-82.29
+27/05/2011,1.63,-82.3
+28/05/2011,1.63,-82.31
+29/05/2011,1.63,-82.32
+30/05/2011,1.63,-82.33
+31/05/2011,1.63,-82.34
+01/06/2011,1.967,-82.35
+02/06/2011,1.967,-82.36
+03/06/2011,1.967,-82.37
+04/06/2011,1.967,-82.38
+05/06/2011,1.967,-82.39
+06/06/2011,1.967,-82.4
+07/06/2011,1.967,-82.41
+08/06/2011,1.967,-82.42
+09/06/2011,1.967,-82.43
+10/06/2011,1.967,-82.44
+11/06/2011,1.967,-82.45
+12/06/2011,1.967,-82.46
+13/06/2011,1.967,-82.47
+14/06/2011,1.967,-82.48
+15/06/2011,1.967,-82.49
+16/06/2011,1.967,-82.5
+17/06/2011,1.967,-82.51
+18/06/2011,1.967,-82.52
+19/06/2011,1.967,-82.55
+20/06/2011,1.967,-82.56
+21/06/2011,1.967,-82.57
+22/06/2011,1.967,-82.58
+23/06/2011,1.967,-82.59
+24/06/2011,1.967,-82.6
+25/06/2011,1.967,-82.61
+26/06/2011,1.967,-82.62
+27/06/2011,1.967,-82.63
+28/06/2011,1.967,-82.64
+29/06/2011,1.967,-82.65
+30/06/2011,1.967,-82.66
+01/07/2011,2.334,-82.67
+02/07/2011,2.334,-82.68
+03/07/2011,2.334,-82.69
+04/07/2011,2.334,-82.7
+05/07/2011,2.334,-82.71
+06/07/2011,2.334,-82.72
+07/07/2011,2.334,-82.73
+08/07/2011,2.334,-82.74
+09/07/2011,2.334,-82.75
+10/07/2011,2.334,-82.76
+11/07/2011,2.334,
+12/07/2011,2.334,
+13/07/2011,2.334,-82.77
+14/07/2011,2.334,-82.78
+15/07/2011,2.334,-82.79
+16/07/2011,2.334,-82.8
+17/07/2011,2.334,-82.81
+18/07/2011,2.334,-82.82
+19/07/2011,2.334,-82.83
+20/07/2011,2.334,-82.84
+21/07/2011,2.334,-82.85
+22/07/2011,2.334,-82.86
+23/07/2011,2.334,-82.87
+24/07/2011,2.334,-82.88
+25/07/2011,2.334,-82.89
+26/07/2011,2.334,-82.9
+27/07/2011,2.334,-82.91
+28/07/2011,2.334,-82.92
+29/07/2011,2.334,-82.93
+30/07/2011,2.334,-82.94
+31/07/2011,2.334,-82.95
+01/08/2011,0.368,-82.96
+02/08/2011,0.368,-82.97
+03/08/2011,0.368,-82.98
+04/08/2011,0.368,-82.99
+05/08/2011,0.368,-83
+06/08/2011,0.368,-83.01
+07/08/2011,0.368,-83.02
+08/08/2011,0.368,-83.05
+09/08/2011,0.368,-83.06
+10/08/2011,0.368,-83.07
+11/08/2011,0.368,-83.08
+12/08/2011,0.368,-83.09
+13/08/2011,0.368,-83.1
+14/08/2011,0.368,-83.11
+15/08/2011,0.368,-83.12
+16/08/2011,0.368,-83.13
+17/08/2011,0.368,-83.14
+18/08/2011,0.368,-83.15
+19/08/2011,0.368,-83.16
+20/08/2011,0.368,-83.17
+21/08/2011,0.368,-83.18
+22/08/2011,0.368,-83.19
+23/08/2011,0.368,-83.2
+24/08/2011,0.368,-83.21
+25/08/2011,0.368,-83.22
+26/08/2011,0.368,-83.23
+27/08/2011,0.368,-83.24
+28/08/2011,0.368,-83.25
+29/08/2011,0.368,-83.26
+30/08/2011,0.368,-83.27
+31/08/2011,0.368,-83.28
+01/09/2011,1.617,
+02/09/2011,1.617,
+03/09/2011,1.617,-83.29
+04/09/2011,1.617,-83.3
+05/09/2011,1.617,-83.31
+06/09/2011,1.617,-83.32
+07/09/2011,1.617,-83.33
+08/09/2011,1.617,-83.34
+09/09/2011,1.617,-83.35
+10/09/2011,1.617,-83.36
+11/09/2011,1.617,-83.37
+12/09/2011,1.617,-83.38
+13/09/2011,1.617,-83.39
+14/09/2011,1.617,-83.4
+15/09/2011,1.617,-83.41
+16/09/2011,1.617,-83.42
+17/09/2011,1.617,-83.43
+18/09/2011,1.617,-83.44
+19/09/2011,1.617,-83.45
+20/09/2011,1.617,-83.46
+21/09/2011,1.617,-83.47
+22/09/2011,1.617,-83.48
+23/09/2011,1.617,-83.49
+24/09/2011,1.617,-83.5
+25/09/2011,1.617,-83.51
+26/09/2011,1.617,-83.52
+27/09/2011,1.617,-83.55
+28/09/2011,1.617,-83.56
+29/09/2011,1.617,-83.57
+30/09/2011,1.617,-83.58
+01/10/2011,2.275,-83.59
+02/10/2011,2.275,-83.6
+03/10/2011,2.275,-83.61
+04/10/2011,2.275,-83.62
+05/10/2011,2.275,-83.63
+06/10/2011,2.275,-83.64
+07/10/2011,2.275,-83.65
+08/10/2011,2.275,-83.66
+09/10/2011,2.275,-83.67
+10/10/2011,2.275,-83.68
+11/10/2011,2.275,-83.69
+12/10/2011,2.275,-83.7
+13/10/2011,2.275,-83.71
+14/10/2011,2.275,-83.72
+15/10/2011,2.275,-83.73
+16/10/2011,2.275,-83.74
+17/10/2011,2.275,-83.75
+18/10/2011,2.275,-83.76
+19/10/2011,2.275,-83.77
+20/10/2011,2.275,-83.78
+21/10/2011,2.275,-83.79
+22/10/2011,2.275,-83.8
+23/10/2011,2.275,
+24/10/2011,2.275,
+25/10/2011,2.275,-83.81
+26/10/2011,2.275,-83.82
+27/10/2011,2.275,-83.83
+28/10/2011,2.275,-83.84
+29/10/2011,2.275,-83.85
+30/10/2011,2.275,-83.86
+31/10/2011,2.275,-83.87
+01/11/2011,1.451,-83.88
+02/11/2011,1.451,-83.89
+03/11/2011,1.451,-83.9
+04/11/2011,1.451,-83.91
+05/11/2011,1.451,-83.92
+06/11/2011,1.451,-83.93
+07/11/2011,1.451,-83.94
+08/11/2011,1.451,-83.95
+09/11/2011,1.451,-83.96
+10/11/2011,1.451,-83.97
+11/11/2011,1.451,-83.98
+12/11/2011,1.451,-83.99
+13/11/2011,1.451,-84
+14/11/2011,1.451,-84.01
+15/11/2011,1.451,-84.02
+16/11/2011,1.451,-84.05
+17/11/2011,1.451,-84.06
+18/11/2011,1.451,-84.07
+19/11/2011,1.451,-84.08
+20/11/2011,1.451,-84.09
+21/11/2011,1.451,-84.1
+22/11/2011,1.451,-84.11
+23/11/2011,1.451,-84.12
+24/11/2011,1.451,-84.13
+25/11/2011,1.451,-84.14
+26/11/2011,1.451,-84.15
+27/11/2011,1.451,-84.16
+28/11/2011,1.451,-84.17
+29/11/2011,1.451,-84.18
+30/11/2011,1.451,-84.19
+01/12/2011,1.981,-84.2
+02/12/2011,1.981,-84.21
+03/12/2011,1.981,-84.22
+04/12/2011,1.981,-84.23
+05/12/2011,1.981,-84.24
+06/12/2011,1.981,-84.25
+07/12/2011,1.981,-84.26
+08/12/2011,1.981,-84.27
+09/12/2011,1.981,-84.28
+10/12/2011,1.981,-84.29
+11/12/2011,1.981,-84.3
+12/12/2011,1.981,-84.31
+13/12/2011,1.981,-84.32
+14/12/2011,1.981,
+15/12/2011,1.981,
+16/12/2011,1.981,-84.33
+17/12/2011,1.981,-84.34
+18/12/2011,1.981,-84.35
+19/12/2011,1.981,-84.36
+20/12/2011,1.981,-84.37
+21/12/2011,1.981,-84.38
+22/12/2011,1.981,-84.39
+23/12/2011,1.981,-84.4
+24/12/2011,1.981,-84.41
+25/12/2011,1.981,-84.42
+26/12/2011,1.981,-84.43
+27/12/2011,1.981,-84.44
+28/12/2011,1.981,-84.45
+29/12/2011,1.981,-84.46
+30/12/2011,1.981,-84.47
+31/12/2011,1.981,-84.48
+01/01/2012,0.767,-84.49
+02/01/2012,0.767,-84.5
+03/01/2012,0.767,-84.51
+04/01/2012,0.767,-84.52
+05/01/2012,0.767,-84.55
+06/01/2012,0.767,-84.56
+07/01/2012,0.767,-84.57
+08/01/2012,0.767,-84.58
+09/01/2012,0.767,-84.59
+10/01/2012,0.767,-84.6
+11/01/2012,0.767,-84.61
+12/01/2012,0.767,-84.62
+13/01/2012,0.767,-84.63
+14/01/2012,0.767,-84.64
+15/01/2012,0.767,-84.65
+16/01/2012,0.767,-84.66
+17/01/2012,0.767,-84.67
+18/01/2012,0.767,-84.68
+19/01/2012,0.767,-84.69
+20/01/2012,0.767,-84.7
+21/01/2012,0.767,-84.71
+22/01/2012,0.767,-84.72
+23/01/2012,0.767,-84.73
+24/01/2012,0.767,-84.74
+25/01/2012,0.767,-84.75
+26/01/2012,0.767,-84.76
+27/01/2012,0.767,-84.77
+28/01/2012,0.767,-84.78
+29/01/2012,0.767,-84.79
+30/01/2012,0.767,-84.8
+31/01/2012,0.767,-84.81
+01/02/2012,2.382,-84.82
+02/02/2012,2.382,-84.83
+03/02/2012,2.382,-84.84
+04/02/2012,2.382,
+05/02/2012,2.382,
+06/02/2012,2.382,-84.85
+07/02/2012,2.382,-84.86
+08/02/2012,2.382,-84.87
+09/02/2012,2.382,-84.88
+10/02/2012,2.382,-84.89
+11/02/2012,2.382,-84.9
+12/02/2012,2.382,-84.91
+13/02/2012,2.382,-84.92
+14/02/2012,2.382,-84.93
+15/02/2012,2.382,-84.94
+16/02/2012,2.382,-84.95
+17/02/2012,2.382,-84.96
+18/02/2012,2.382,-84.97
+19/02/2012,2.382,-84.98
+20/02/2012,2.382,-84.99
+21/02/2012,2.382,-85
+22/02/2012,2.382,-85.01
+23/02/2012,2.382,-85.02
+24/02/2012,2.382,-85.05
+25/02/2012,2.382,-85.06
+26/02/2012,2.382,-85.07
+27/02/2012,2.382,-85.08
+28/02/2012,2.382,-85.09
+29/02/2012,2.382,-85.1
+01/03/2012,0.537,-85.11
+02/03/2012,0.537,-85.12
+03/03/2012,0.537,-85.13
+04/03/2012,0.537,-85.14
+05/03/2012,0.537,-85.15
+06/03/2012,0.537,-85.16
+07/03/2012,0.537,-85.17
+08/03/2012,0.537,-85.18
+09/03/2012,0.537,-85.19
+10/03/2012,0.537,-85.2
+11/03/2012,0.537,-85.21
+12/03/2012,0.537,-85.22
+13/03/2012,0.537,-85.23
+14/03/2012,0.537,-85.24
+15/03/2012,0.537,-85.25
+16/03/2012,0.537,-85.26
+17/03/2012,0.537,-85.27
+18/03/2012,0.537,-85.28
+19/03/2012,0.537,-85.29
+20/03/2012,0.537,-85.3
+21/03/2012,0.537,-85.31
+22/03/2012,0.537,-85.32
+23/03/2012,0.537,-85.33
+24/03/2012,0.537,-85.34
+25/03/2012,0.537,-85.35
+26/03/2012,0.537,-85.36
+27/03/2012,0.537,
+28/03/2012,0.537,
+29/03/2012,0.537,-85.37
+30/03/2012,0.537,-85.38
+31/03/2012,0.537,-85.39
+01/04/2012,3.068,-85.4
+02/04/2012,3.068,-85.41
+03/04/2012,3.068,-85.42
+04/04/2012,3.068,-85.43
+05/04/2012,3.068,-85.44
+06/04/2012,3.068,-85.45
+07/04/2012,3.068,-85.46
+08/04/2012,3.068,-85.47
+09/04/2012,3.068,-85.48
+10/04/2012,3.068,-85.49
+11/04/2012,3.068,-85.5
+12/04/2012,3.068,-85.51
+13/04/2012,3.068,-85.52
+14/04/2012,3.068,-85.55
+15/04/2012,3.068,-85.56
+16/04/2012,3.068,-85.57
+17/04/2012,3.068,-85.58
+18/04/2012,3.068,-85.59
+19/04/2012,3.068,-85.6
+20/04/2012,3.068,-85.61
+21/04/2012,3.068,-85.62
+22/04/2012,3.068,-85.63
+23/04/2012,3.068,-85.64
+24/04/2012,3.068,-85.65
+25/04/2012,3.068,-85.66
+26/04/2012,3.068,-85.67
+27/04/2012,3.068,-85.68
+28/04/2012,3.068,-85.69
+29/04/2012,3.068,-85.7
+30/04/2012,3.068,-85.71
+01/05/2012,2.904,-85.72
+02/05/2012,2.904,-85.73
+03/05/2012,2.904,-85.74
+04/05/2012,2.904,-85.75
+05/05/2012,2.904,-85.76
+06/05/2012,2.904,-85.77
+07/05/2012,2.904,-85.78
+08/05/2012,2.904,-85.79
+09/05/2012,2.904,-85.8
+10/05/2012,2.904,-85.81
+11/05/2012,2.904,-85.82
+12/05/2012,2.904,-85.83
+13/05/2012,2.904,-85.84
+14/05/2012,2.904,-85.85
+15/05/2012,2.904,-85.86
+16/05/2012,2.904,-85.87
+17/05/2012,2.904,-85.88
+18/05/2012,2.904,
+19/05/2012,2.904,
+20/05/2012,2.904,-85.89
+21/05/2012,2.904,-85.9
+22/05/2012,2.904,-85.91
+23/05/2012,2.904,-85.92
+24/05/2012,2.904,-85.93
+25/05/2012,2.904,-85.94
+26/05/2012,2.904,-85.95
+27/05/2012,2.904,-85.96
+28/05/2012,2.904,-85.97
+29/05/2012,2.904,-85.98
+30/05/2012,2.904,-85.99
+31/05/2012,2.904,-86
+01/06/2012,0.707,-86.01
+02/06/2012,0.707,-86.02
+03/06/2012,0.707,-86.05
+04/06/2012,0.707,-86.06
+05/06/2012,0.707,-86.07
+06/06/2012,0.707,-86.08
+07/06/2012,0.707,-86.09
+08/06/2012,0.707,-86.1
+09/06/2012,0.707,-86.11
+10/06/2012,0.707,-86.12
+11/06/2012,0.707,-86.13
+12/06/2012,0.707,-86.14
+13/06/2012,0.707,-86.15
+14/06/2012,0.707,-86.16
+15/06/2012,0.707,-86.17
+16/06/2012,0.707,-86.18
+17/06/2012,0.707,-86.19
+18/06/2012,0.707,-86.2
+19/06/2012,0.707,-86.21
+20/06/2012,0.707,-86.22
+21/06/2012,0.707,-86.23
+22/06/2012,0.707,-86.24
+23/06/2012,0.707,-86.25
+24/06/2012,0.707,-86.26
+25/06/2012,0.707,-86.27
+26/06/2012,0.707,-86.28
+27/06/2012,0.707,-86.29
+28/06/2012,0.707,-86.3
+29/06/2012,0.707,-86.31
+30/06/2012,0.707,-86.32
+01/07/2012,0.631,-86.33
+02/07/2012,0.631,-86.34
+03/07/2012,0.631,-86.35
+04/07/2012,0.631,-86.36
+05/07/2012,0.631,-86.37
+06/07/2012,0.631,-86.38
+07/07/2012,0.631,-86.39
+08/07/2012,0.631,-86.4
+09/07/2012,0.631,
+10/07/2012,0.631,
+11/07/2012,0.631,-86.41
+12/07/2012,0.631,-86.42
+13/07/2012,0.631,-86.43
+14/07/2012,0.631,-86.44
+15/07/2012,0.631,-86.45
+16/07/2012,0.631,-86.46
+17/07/2012,0.631,-86.47
+18/07/2012,0.631,-86.48
+19/07/2012,0.631,-86.49
+20/07/2012,0.631,-86.5
+21/07/2012,0.631,-86.51
+22/07/2012,0.631,-86.52
+23/07/2012,0.631,-86.55
+24/07/2012,0.631,-86.56
+25/07/2012,0.631,-86.57
+26/07/2012,0.631,-86.58
+27/07/2012,0.631,-86.59
+28/07/2012,0.631,-86.6
+29/07/2012,0.631,-86.61
+30/07/2012,0.631,-86.62
+31/07/2012,0.631,-86.63
+01/08/2012,1.055,-86.64
+02/08/2012,1.055,-86.65
+03/08/2012,1.055,-86.66
+04/08/2012,1.055,-86.67
+05/08/2012,1.055,-86.68
+06/08/2012,1.055,-86.69
+07/08/2012,1.055,-86.7
+08/08/2012,1.055,-86.71
+09/08/2012,1.055,-86.72
+10/08/2012,1.055,-86.73
+11/08/2012,1.055,-86.74
+12/08/2012,1.055,-86.75
+13/08/2012,1.055,-86.76
+14/08/2012,1.055,-86.77
+15/08/2012,1.055,-86.78
+16/08/2012,1.055,-86.79
+17/08/2012,1.055,-86.8
+18/08/2012,1.055,-86.81
+19/08/2012,1.055,-86.82
+20/08/2012,1.055,-86.83
+21/08/2012,1.055,-86.84
+22/08/2012,1.055,-86.85
+23/08/2012,1.055,-86.86
+24/08/2012,1.055,-86.87
+25/08/2012,1.055,-86.88
+26/08/2012,1.055,-86.89
+27/08/2012,1.055,-86.9
+28/08/2012,1.055,-86.91
+29/08/2012,1.055,-86.92
+30/08/2012,1.055,
+31/08/2012,1.055,
+01/09/2012,3.819,-86.93
+02/09/2012,3.819,-86.94
+03/09/2012,3.819,-86.95
+04/09/2012,3.819,-86.96
+05/09/2012,3.819,-86.97
+06/09/2012,3.819,-86.98
+07/09/2012,3.819,-86.99
+08/09/2012,3.819,-87
+09/09/2012,3.819,-87.01
+10/09/2012,3.819,-87.02
+11/09/2012,3.819,-87.05
+12/09/2012,3.819,-87.06
+13/09/2012,3.819,-87.07
+14/09/2012,3.819,-87.08
+15/09/2012,3.819,-87.09
+16/09/2012,3.819,-87.1
+17/09/2012,3.819,-87.11
+18/09/2012,3.819,-87.12
+19/09/2012,3.819,-87.13
+20/09/2012,3.819,-87.14
+21/09/2012,3.819,-87.15
+22/09/2012,3.819,-87.16
+23/09/2012,3.819,-87.17
+24/09/2012,3.819,-87.18
+25/09/2012,3.819,-87.19
+26/09/2012,3.819,-87.2
+27/09/2012,3.819,-87.21
+28/09/2012,3.819,-87.22
+29/09/2012,3.819,-87.23
+30/09/2012,3.819,-87.24
+01/10/2012,4.386,-87.25
+02/10/2012,4.386,-87.26
+03/10/2012,4.386,-87.27
+04/10/2012,4.386,-87.28
+05/10/2012,4.386,-87.29
+06/10/2012,4.386,-87.3
+07/10/2012,4.386,-87.31
+08/10/2012,4.386,-87.32
+09/10/2012,4.386,-87.33
+10/10/2012,4.386,-87.34
+11/10/2012,4.386,-87.35
+12/10/2012,4.386,-87.36
+13/10/2012,4.386,-87.37
+14/10/2012,4.386,-87.38
+15/10/2012,4.386,-87.39
+16/10/2012,4.386,-87.4
+17/10/2012,4.386,-87.41
+18/10/2012,4.386,-87.42
+19/10/2012,4.386,-87.43
+20/10/2012,4.386,-87.44
+21/10/2012,4.386,
+22/10/2012,4.386,
+23/10/2012,4.386,-87.45
+24/10/2012,4.386,-87.46
+25/10/2012,4.386,-87.47
+26/10/2012,4.386,-87.48
+27/10/2012,4.386,-87.49
+28/10/2012,4.386,-87.5
+29/10/2012,4.386,-87.51
+30/10/2012,4.386,-87.52
+31/10/2012,4.386,-87.55
+01/11/2012,6.803,-87.56
+02/11/2012,6.803,-87.57
+03/11/2012,6.803,-87.58
+04/11/2012,6.803,-87.59
+05/11/2012,6.803,-87.6
+06/11/2012,6.803,-87.61
+07/11/2012,6.803,-87.62
+08/11/2012,6.803,-87.63
+09/11/2012,6.803,-87.64
+10/11/2012,6.803,-87.65
+11/11/2012,6.803,-87.66
+12/11/2012,6.803,-87.67
+13/11/2012,6.803,-87.68
+14/11/2012,6.803,-87.69
+15/11/2012,6.803,-87.7
+16/11/2012,6.803,-87.71
+17/11/2012,6.803,-87.72
+18/11/2012,6.803,-87.73
+19/11/2012,6.803,-87.74
+20/11/2012,6.803,-87.75
+21/11/2012,6.803,-87.76
+22/11/2012,6.803,-87.77
+23/11/2012,6.803,-87.78
+24/11/2012,6.803,-87.79
+25/11/2012,6.803,-87.8
+26/11/2012,6.803,-87.81
+27/11/2012,6.803,-87.82
+28/11/2012,6.803,-87.83
+29/11/2012,6.803,-87.84
+30/11/2012,6.803,-87.85
+01/12/2012,2.874,-87.86
+02/12/2012,2.874,-87.87
+03/12/2012,2.874,-87.88
+04/12/2012,2.874,-87.89
+05/12/2012,2.874,-87.9
+06/12/2012,2.874,-87.91
+07/12/2012,2.874,-87.92
+08/12/2012,2.874,-87.93
+09/12/2012,2.874,-87.94
+10/12/2012,2.874,-87.95
+11/12/2012,2.874,-87.96
+12/12/2012,2.874,
+13/12/2012,2.874,
+14/12/2012,2.874,-87.97
+15/12/2012,2.874,-87.98
+16/12/2012,2.874,-87.99
+17/12/2012,2.874,-88
+18/12/2012,2.874,-88.01
+19/12/2012,2.874,-88.02
+20/12/2012,2.874,-88.05
+21/12/2012,2.874,-88.06
+22/12/2012,2.874,-88.07
+23/12/2012,2.874,-88.08
+24/12/2012,2.874,-88.09
+25/12/2012,2.874,-88.1
+26/12/2012,2.874,-88.11
+27/12/2012,2.874,-88.12
+28/12/2012,2.874,-88.13
+29/12/2012,2.874,-88.14
+30/12/2012,2.874,-88.15
+31/12/2012,2.874,-88.16
+01/01/2013,2.937,-88.17
+02/01/2013,2.937,-88.18
+03/01/2013,2.937,-88.19
+04/01/2013,2.937,-88.2
+05/01/2013,2.937,-88.21
+06/01/2013,2.937,-88.22
+07/01/2013,2.937,-88.23
+08/01/2013,2.937,-88.24
+09/01/2013,2.937,-88.25
+10/01/2013,2.937,-88.26
+11/01/2013,2.937,-88.27
+12/01/2013,2.937,-88.28
+13/01/2013,2.937,-88.29
+14/01/2013,2.937,-88.3
+15/01/2013,2.937,-88.31
+16/01/2013,2.937,-88.32
+17/01/2013,2.937,-88.33
+18/01/2013,2.937,-88.34
+19/01/2013,2.937,-88.35
+20/01/2013,2.937,-88.36
+21/01/2013,2.937,-88.37
+22/01/2013,2.937,-88.38
+23/01/2013,2.937,-88.39
+24/01/2013,2.937,-88.4
+25/01/2013,2.937,-88.41
+26/01/2013,2.937,-88.42
+27/01/2013,2.937,-88.43
+28/01/2013,2.937,-88.44
+29/01/2013,2.937,-88.45
+30/01/2013,2.937,-88.46
+31/01/2013,2.937,-88.47
+01/02/2013,3.788,-88.48
+02/02/2013,3.788,
+03/02/2013,3.788,
+04/02/2013,3.788,-88.49
+05/02/2013,3.788,-88.5
+06/02/2013,3.788,-88.51
+07/02/2013,3.788,-88.52
+08/02/2013,3.788,-88.55
+09/02/2013,3.788,-88.56
+10/02/2013,3.788,-88.57
+11/02/2013,3.788,-88.58
+12/02/2013,3.788,-88.59
+13/02/2013,3.788,-88.6
+14/02/2013,3.788,-88.61
+15/02/2013,3.788,-88.62
+16/02/2013,3.788,-88.63
+17/02/2013,3.788,-88.64
+18/02/2013,3.788,-88.65
+19/02/2013,3.788,-88.66
+20/02/2013,3.788,-88.67
+21/02/2013,3.788,-88.68
+22/02/2013,3.788,-88.69
+23/02/2013,3.788,-88.7
+24/02/2013,3.788,-88.71
+25/02/2013,3.788,-88.72
+26/02/2013,3.788,-88.73
+27/02/2013,3.788,-88.74
+28/02/2013,3.788,-88.75
+01/03/2013,4.176,-88.76
+02/03/2013,4.176,-88.77
+03/03/2013,4.176,-88.78
+04/03/2013,4.176,-88.79
+05/03/2013,4.176,-88.8
+06/03/2013,4.176,-88.81
+07/03/2013,4.176,-88.82
+08/03/2013,4.176,-88.83
+09/03/2013,4.176,-88.84
+10/03/2013,4.176,-88.85
+11/03/2013,4.176,-88.86
+12/03/2013,4.176,-88.87
+13/03/2013,4.176,-88.88
+14/03/2013,4.176,-88.89
+15/03/2013,4.176,-88.9
+16/03/2013,4.176,-88.91
+17/03/2013,4.176,-88.92
+18/03/2013,4.176,-88.93
+19/03/2013,4.176,-88.94
+20/03/2013,4.176,-88.95
+21/03/2013,4.176,-88.96
+22/03/2013,4.176,-88.97
+23/03/2013,4.176,-88.98
+24/03/2013,4.176,-88.99
+25/03/2013,4.176,-89
+26/03/2013,4.176,
+27/03/2013,4.176,
+28/03/2013,4.176,-89.01
+29/03/2013,4.176,-89.02
+30/03/2013,4.176,-89.05
+31/03/2013,4.176,-89.06
+01/04/2013,2.028,-89.07
+02/04/2013,2.028,-89.08
+03/04/2013,2.028,-89.09
+04/04/2013,2.028,-89.1
+05/04/2013,2.028,-89.11
+06/04/2013,2.028,-89.12
+07/04/2013,2.028,-89.13
+08/04/2013,2.028,-89.14
+09/04/2013,2.028,-89.15
+10/04/2013,2.028,-89.16
+11/04/2013,2.028,-89.17
+12/04/2013,2.028,-89.18
+13/04/2013,2.028,-89.19
+14/04/2013,2.028,-89.2
+15/04/2013,2.028,-89.21
+16/04/2013,2.028,-89.22
+17/04/2013,2.028,-89.23
+18/04/2013,2.028,-89.24
+19/04/2013,2.028,-89.25
+20/04/2013,2.028,-89.26
+21/04/2013,2.028,-89.27
+22/04/2013,2.028,-89.28
+23/04/2013,2.028,-89.29
+24/04/2013,2.028,-89.3
+25/04/2013,2.028,-89.31
+26/04/2013,2.028,-89.32
+27/04/2013,2.028,-89.33
+28/04/2013,2.028,-89.34
+29/04/2013,2.028,-89.35
+30/04/2013,2.028,-89.36
+01/05/2013,2.996,-89.37
+02/05/2013,2.996,-89.38
+03/05/2013,2.996,-89.39
+04/05/2013,2.996,-89.4
+05/05/2013,2.996,-89.41
+06/05/2013,2.996,-89.42
+07/05/2013,2.996,-89.43
+08/05/2013,2.996,-89.44
+09/05/2013,2.996,-89.45
+10/05/2013,2.996,-89.46
+11/05/2013,2.996,-89.47
+12/05/2013,2.996,-89.48
+13/05/2013,2.996,-89.49
+14/05/2013,2.996,-89.5
+15/05/2013,2.996,-89.51
+16/05/2013,2.996,-89.52
+17/05/2013,2.996,
+18/05/2013,2.996,
+19/05/2013,2.996,-89.55
+20/05/2013,2.996,-89.56
+21/05/2013,2.996,-89.57
+22/05/2013,2.996,-89.58
+23/05/2013,2.996,-89.59
+24/05/2013,2.996,-89.6
+25/05/2013,2.996,-89.61
+26/05/2013,2.996,-89.62
+27/05/2013,2.996,-89.63
+28/05/2013,2.996,-89.64
+29/05/2013,2.996,-89.65
+30/05/2013,2.996,-89.66
+31/05/2013,2.996,-89.67
+01/06/2013,1.208,-89.68
+02/06/2013,1.208,-89.69
+03/06/2013,1.208,-89.7
+04/06/2013,1.208,-89.71
+05/06/2013,1.208,-89.72
+06/06/2013,1.208,-89.73
+07/06/2013,1.208,-89.74
+08/06/2013,1.208,-89.75
+09/06/2013,1.208,-89.76
+10/06/2013,1.208,-89.77
+11/06/2013,1.208,-89.78
+12/06/2013,1.208,-89.79
+13/06/2013,1.208,-89.8
+14/06/2013,1.208,-89.81
+15/06/2013,1.208,-89.82
+16/06/2013,1.208,-89.83
+17/06/2013,1.208,-89.84
+18/06/2013,1.208,-89.85
+19/06/2013,1.208,-89.86
+20/06/2013,1.208,-89.87
+21/06/2013,1.208,-89.88
+22/06/2013,1.208,-89.89
+23/06/2013,1.208,-89.9
+24/06/2013,1.208,-89.91
+25/06/2013,1.208,-89.92
+26/06/2013,1.208,-89.93
+27/06/2013,1.208,-89.94
+28/06/2013,1.208,-89.95
+29/06/2013,1.208,-89.96
+30/06/2013,1.208,-89.97
+01/07/2013,2.043,-89.98
+02/07/2013,2.043,-89.99
+03/07/2013,2.043,-90
+04/07/2013,2.043,-90.01
+05/07/2013,2.043,-90.02
+06/07/2013,2.043,-90.03
+07/07/2013,2.043,-90.04
+08/07/2013,2.043,-90.05
+09/07/2013,2.043,-90.06
+10/07/2013,2.043,-90.07
+11/07/2013,2.043,-90.08
+12/07/2013,2.043,-90.09
+13/07/2013,2.043,-90.1
+14/07/2013,2.043,-90.11
+15/07/2013,2.043,-90.12
+16/07/2013,2.043,-90.13
+17/07/2013,2.043,-90.14
+18/07/2013,2.043,-90.15
+19/07/2013,2.043,-90.16
+20/07/2013,2.043,-90.17
+21/07/2013,2.043,-90.18
+22/07/2013,2.043,-90.19
+23/07/2013,2.043,-90.2
+24/07/2013,2.043,-90.21
+25/07/2013,2.043,-90.22
+26/07/2013,2.043,-90.23
+27/07/2013,2.043,-90.24
+28/07/2013,2.043,-90.25
+29/07/2013,2.043,-90.26
+30/07/2013,2.043,-90.27
+31/07/2013,2.043,-90.28
+01/08/2013,1.489,-90.29
+02/08/2013,1.489,-90.3
+03/08/2013,1.489,-90.31
+04/08/2013,1.489,-90.32
+05/08/2013,1.489,-90.33
+06/08/2013,1.489,-90.34
+07/08/2013,1.489,-90.35
+08/08/2013,1.489,-90.36
+09/08/2013,1.489,-90.37
+10/08/2013,1.489,-90.38
+11/08/2013,1.489,-90.39
+12/08/2013,1.489,-90.4
+13/08/2013,1.489,-90.41
+14/08/2013,1.489,-90.42
+15/08/2013,1.489,-90.43
+16/08/2013,1.489,-90.44
+17/08/2013,1.489,-90.45
+18/08/2013,1.489,-90.46
+19/08/2013,1.489,-90.47
+20/08/2013,1.489,-90.48
+21/08/2013,1.489,-90.49
+22/08/2013,1.489,-90.5
+23/08/2013,1.489,-90.51
+24/08/2013,1.489,-90.52
+25/08/2013,1.489,-90.53
+26/08/2013,1.489,-90.54
+27/08/2013,1.489,
+28/08/2013,1.489,
+29/08/2013,1.489,-90.57
+30/08/2013,1.489,-90.58
+31/08/2013,1.489,-90.59
+01/09/2013,1.935,-90.6
+02/09/2013,1.935,-90.61
+03/09/2013,1.935,-90.62
+04/09/2013,1.935,-90.63
+05/09/2013,1.935,-90.64
+06/09/2013,1.935,-90.65
+07/09/2013,1.935,-90.66
+08/09/2013,1.935,-90.67
+09/09/2013,1.935,-90.68
+10/09/2013,1.935,-90.69
+11/09/2013,1.935,-90.7
+12/09/2013,1.935,-90.71
+13/09/2013,1.935,-90.72
+14/09/2013,1.935,-90.73
+15/09/2013,1.935,-90.74
+16/09/2013,1.935,-90.75
+17/09/2013,1.935,-90.76
+18/09/2013,1.935,-90.77
+19/09/2013,1.935,-90.78
+20/09/2013,1.935,-90.79
+21/09/2013,1.935,-90.8
+22/09/2013,1.935,-90.81
+23/09/2013,1.935,-90.82
+24/09/2013,1.935,-90.83
+25/09/2013,1.935,-90.84
+26/09/2013,1.935,-90.85
+27/09/2013,1.935,-90.86
+28/09/2013,1.935,-90.87
+29/09/2013,1.935,-90.88
+30/09/2013,1.935,-90.89
+01/10/2013,3.523,-90.9
+02/10/2013,3.523,-90.91
+03/10/2013,3.523,-90.92
+04/10/2013,3.523,-90.93
+05/10/2013,3.523,-90.94
+06/10/2013,3.523,-90.95
+07/10/2013,3.523,-90.96
+08/10/2013,3.523,-90.97
+09/10/2013,3.523,-90.98
+10/10/2013,3.523,-90.99
+11/10/2013,3.523,-91
+12/10/2013,3.523,-91.01
+13/10/2013,3.523,-91.02
+14/10/2013,3.523,-91.03
+15/10/2013,3.523,-91.04
+16/10/2013,3.523,-91.07
+17/10/2013,3.523,-91.08
+18/10/2013,3.523,
+19/10/2013,3.523,
+20/10/2013,3.523,-91.09
+21/10/2013,3.523,-91.1
+22/10/2013,3.523,-91.11
+23/10/2013,3.523,-91.12
+24/10/2013,3.523,-91.13
+25/10/2013,3.523,-91.14
+26/10/2013,3.523,-91.15
+27/10/2013,3.523,-91.16
+28/10/2013,3.523,-91.17
+29/10/2013,3.523,-91.18
+30/10/2013,3.523,-91.19
+31/10/2013,3.523,-91.2
+01/11/2013,5.484,-91.21
+02/11/2013,5.484,-91.22
+03/11/2013,5.484,-91.23
+04/11/2013,5.484,-91.24
+05/11/2013,5.484,-91.25
+06/11/2013,5.484,-91.26
+07/11/2013,5.484,-91.27
+08/11/2013,5.484,-91.28
+09/11/2013,5.484,-91.29
+10/11/2013,5.484,-91.3
+11/11/2013,5.484,-91.31
+12/11/2013,5.484,-91.32
+13/11/2013,5.484,-91.33
+14/11/2013,5.484,-91.34
+15/11/2013,5.484,-91.35
+16/11/2013,5.484,-91.36
+17/11/2013,5.484,-91.37
+18/11/2013,5.484,-91.38
+19/11/2013,5.484,-91.39
+20/11/2013,5.484,-91.4
+21/11/2013,5.484,-91.41
+22/11/2013,5.484,-91.42
+23/11/2013,5.484,-91.43
+24/11/2013,5.484,-91.44
+25/11/2013,5.484,-91.45
+26/11/2013,5.484,-91.46
+27/11/2013,5.484,-91.47
+28/11/2013,5.484,-91.48
+29/11/2013,5.484,-91.49
+30/11/2013,5.484,-91.5
+01/12/2013,1.368,-91.51
+02/12/2013,1.368,-91.52
+03/12/2013,1.368,-91.53
+04/12/2013,1.368,-91.54
+05/12/2013,1.368,-91.57
+06/12/2013,1.368,-91.58
+07/12/2013,1.368,-91.59
+08/12/2013,1.368,-91.6
+09/12/2013,1.368,
+10/12/2013,1.368,
+11/12/2013,1.368,-91.61
+12/12/2013,1.368,-91.62
+13/12/2013,1.368,-91.63
+14/12/2013,1.368,-91.64
+15/12/2013,1.368,-91.65
+16/12/2013,1.368,-91.66
+17/12/2013,1.368,-91.67
+18/12/2013,1.368,-91.68
+19/12/2013,1.368,-91.69
+20/12/2013,1.368,-91.7
+21/12/2013,1.368,-91.71
+22/12/2013,1.368,-91.72
+23/12/2013,1.368,-91.73
+24/12/2013,1.368,-91.74
+25/12/2013,1.368,-91.75
+26/12/2013,1.368,-91.76
+27/12/2013,1.368,-91.77
+28/12/2013,1.368,-91.78
+29/12/2013,1.368,-91.79
+30/12/2013,1.368,-91.8
+31/12/2013,1.368,-91.81
+01/01/2014,4.748,-91.82
+02/01/2014,4.748,-91.83
+03/01/2014,4.748,-91.84
+04/01/2014,4.748,-91.85
+05/01/2014,4.748,-91.86
+06/01/2014,4.748,-91.87
+07/01/2014,4.748,-91.88
+08/01/2014,4.748,-91.89
+09/01/2014,4.748,-91.9
+10/01/2014,4.748,-91.91
+11/01/2014,4.748,-91.92
+12/01/2014,4.748,-91.93
+13/01/2014,4.748,-91.94
+14/01/2014,4.748,-91.95
+15/01/2014,4.748,-91.96
+16/01/2014,4.748,-91.97
+17/01/2014,4.748,-91.98
+18/01/2014,4.748,-91.99
+19/01/2014,4.748,-92
+20/01/2014,4.748,-92.01
+21/01/2014,4.748,-92.02
+22/01/2014,4.748,-92.03
+23/01/2014,4.748,-92.04
+24/01/2014,4.748,-92.07
+25/01/2014,4.748,-92.08
+26/01/2014,4.748,-92.09
+27/01/2014,4.748,-92.1
+28/01/2014,4.748,-92.11
+29/01/2014,4.748,-92.12
+30/01/2014,4.748,
+31/01/2014,4.748,
+01/02/2014,4.069,-92.13
+02/02/2014,4.069,-92.14
+03/02/2014,4.069,-92.15
+04/02/2014,4.069,-92.16
+05/02/2014,4.069,-92.17
+06/02/2014,4.069,-92.18
+07/02/2014,4.069,-92.19
+08/02/2014,4.069,-92.2
+09/02/2014,4.069,-92.21
+10/02/2014,4.069,-92.22
+11/02/2014,4.069,-92.23
+12/02/2014,4.069,-92.24
+13/02/2014,4.069,-92.25
+14/02/2014,4.069,-92.26
+15/02/2014,4.069,-92.27
+16/02/2014,4.069,-92.28
+17/02/2014,4.069,-92.29
+18/02/2014,4.069,-92.3
+19/02/2014,4.069,-92.31
+20/02/2014,4.069,-92.32
+21/02/2014,4.069,-92.33
+22/02/2014,4.069,-92.34
+23/02/2014,4.069,-92.35
+24/02/2014,4.069,-92.36
+25/02/2014,4.069,-92.37
+26/02/2014,4.069,-92.38
+27/02/2014,4.069,-92.39
+28/02/2014,4.069,-92.4
+01/03/2014,2.729,-92.41
+02/03/2014,2.729,-92.42
+03/03/2014,2.729,-92.43
+04/03/2014,2.729,-92.44
+05/03/2014,2.729,-92.45
+06/03/2014,2.729,-92.46
+07/03/2014,2.729,-92.47
+08/03/2014,2.729,-92.48
+09/03/2014,2.729,-92.49
+10/03/2014,2.729,-92.5
+11/03/2014,2.729,-92.51
+12/03/2014,2.729,-92.52
+13/03/2014,2.729,-92.53
+14/03/2014,2.729,-92.54
+15/03/2014,2.729,-92.57
+16/03/2014,2.729,-92.58
+17/03/2014,2.729,-92.59
+18/03/2014,2.729,-92.6
+19/03/2014,2.729,-92.61
+20/03/2014,2.729,-92.62
+21/03/2014,2.729,-92.63
+22/03/2014,2.729,-92.64
+23/03/2014,2.729,
+24/03/2014,2.729,
+25/03/2014,2.729,-92.65
+26/03/2014,2.729,-92.66
+27/03/2014,2.729,-92.67
+28/03/2014,2.729,-92.68
+29/03/2014,2.729,-92.69
+30/03/2014,2.729,-92.7
+31/03/2014,2.729,-92.71
+01/04/2014,2.142,-92.72
+02/04/2014,2.142,-92.73
+03/04/2014,2.142,-92.74
+04/04/2014,2.142,-92.75
+05/04/2014,2.142,-92.76
+06/04/2014,2.142,-92.77
+07/04/2014,2.142,-92.78
+08/04/2014,2.142,-92.79
+09/04/2014,2.142,-92.8
+10/04/2014,2.142,-92.81
+11/04/2014,2.142,-92.82
+12/04/2014,2.142,-92.83
+13/04/2014,2.142,-92.84
+14/04/2014,2.142,-92.85
+15/04/2014,2.142,-92.86
+16/04/2014,2.142,-92.87
+17/04/2014,2.142,-92.88
+18/04/2014,2.142,-92.89
+19/04/2014,2.142,-92.9
+20/04/2014,2.142,-92.91
+21/04/2014,2.142,-92.92
+22/04/2014,2.142,-92.93
+23/04/2014,2.142,-92.94
+24/04/2014,2.142,-92.95
+25/04/2014,2.142,-92.96
+26/04/2014,2.142,-92.97
+27/04/2014,2.142,-92.98
+28/04/2014,2.142,-92.99
+29/04/2014,2.142,-93
+30/04/2014,2.142,-93.01
+01/05/2014,2.166,-93.02
+02/05/2014,2.166,-93.03
+03/05/2014,2.166,-93.04
+04/05/2014,2.166,-93.07
+05/05/2014,2.166,-93.08
+06/05/2014,2.166,-93.09
+07/05/2014,2.166,-93.1
+08/05/2014,2.166,-93.11
+09/05/2014,2.166,-93.12
+10/05/2014,2.166,-93.13
+11/05/2014,2.166,-93.14
+12/05/2014,2.166,-93.15
+13/05/2014,2.166,-93.16
+14/05/2014,2.166,
+15/05/2014,2.166,
+16/05/2014,2.166,-93.17
+17/05/2014,2.166,-93.18
+18/05/2014,2.166,-93.19
+19/05/2014,2.166,-93.2
+20/05/2014,2.166,-93.21
+21/05/2014,2.166,-93.22
+22/05/2014,2.166,-93.23
+23/05/2014,2.166,-93.24
+24/05/2014,2.166,-93.25
+25/05/2014,2.166,-93.26
+26/05/2014,2.166,-93.27
+27/05/2014,2.166,-93.28
+28/05/2014,2.166,-93.29
+29/05/2014,2.166,-93.3
+30/05/2014,2.166,-93.31
+31/05/2014,2.166,-93.32
+01/06/2014,3.634,-93.33
+02/06/2014,3.634,-93.34
+03/06/2014,3.634,-93.35
+04/06/2014,3.634,-93.36
+05/06/2014,3.634,-93.37
+06/06/2014,3.634,-93.38
+07/06/2014,3.634,-93.39
+08/06/2014,3.634,-93.4
+09/06/2014,3.634,-93.41
+10/06/2014,3.634,-93.42
+11/06/2014,3.634,-93.43
+12/06/2014,3.634,-93.44
+13/06/2014,3.634,-93.45
+14/06/2014,3.634,-93.46
+15/06/2014,3.634,-93.47
+16/06/2014,3.634,-93.48
+17/06/2014,3.634,-93.49
+18/06/2014,3.634,-93.5
+19/06/2014,3.634,-93.51
+20/06/2014,3.634,-93.52
+21/06/2014,3.634,-93.53
+22/06/2014,3.634,-93.54
+23/06/2014,3.634,-93.57
+24/06/2014,3.634,-93.58
+25/06/2014,3.634,-93.59
+26/06/2014,3.634,-93.6
+27/06/2014,3.634,-93.61
+28/06/2014,3.634,-93.62
+29/06/2014,3.634,-93.63
+30/06/2014,3.634,-93.64
+01/07/2014,2.131,-93.65
+02/07/2014,2.131,-93.66
+03/07/2014,2.131,-93.67
+04/07/2014,2.131,-93.68
+05/07/2014,2.131,
+06/07/2014,2.131,
+07/07/2014,2.131,-93.69
+08/07/2014,2.131,-93.7
+09/07/2014,2.131,-93.71
+10/07/2014,2.131,-93.72
+11/07/2014,2.131,-93.73
+12/07/2014,2.131,-93.74
+13/07/2014,2.131,-93.75
+14/07/2014,2.131,-93.76
+15/07/2014,2.131,-93.77
+16/07/2014,2.131,-93.78
+17/07/2014,2.131,-93.79
+18/07/2014,2.131,-93.8
+19/07/2014,2.131,-93.81
+20/07/2014,2.131,-93.82
+21/07/2014,2.131,-93.83
+22/07/2014,2.131,-93.84
+23/07/2014,2.131,-93.85
+24/07/2014,2.131,-93.86
+25/07/2014,2.131,-93.87
+26/07/2014,2.131,-93.88
+27/07/2014,2.131,-93.89
+28/07/2014,2.131,-93.9
+29/07/2014,2.131,-93.91
+30/07/2014,2.131,-93.92
+31/07/2014,2.131,-93.93
+01/08/2014,0.933,-93.94
+02/08/2014,0.933,-93.95
+03/08/2014,0.933,-93.96
+04/08/2014,0.933,-93.97
+05/08/2014,0.933,-93.98
+06/08/2014,0.933,-93.99
+07/08/2014,0.933,-94
+08/08/2014,0.933,-94.01
+09/08/2014,0.933,-94.02
+10/08/2014,0.933,-94.03
+11/08/2014,0.933,-94.04
+12/08/2014,0.933,-94.07
+13/08/2014,0.933,-94.08
+14/08/2014,0.933,-94.09
+15/08/2014,0.933,-94.1
+16/08/2014,0.933,-94.11
+17/08/2014,0.933,-94.12
+18/08/2014,0.933,-94.13
+19/08/2014,0.933,-94.14
+20/08/2014,0.933,-94.15
+21/08/2014,0.933,-94.16
+22/08/2014,0.933,-94.17
+23/08/2014,0.933,-94.18
+24/08/2014,0.933,-94.19
+25/08/2014,0.933,-94.2
+26/08/2014,0.933,
+27/08/2014,0.933,
+28/08/2014,0.933,-94.21
+29/08/2014,0.933,-94.22
+30/08/2014,0.933,-94.23
+31/08/2014,0.933,-94.24
+01/09/2014,2.427,-94.25
+02/09/2014,2.427,-94.26
+03/09/2014,2.427,-94.27
+04/09/2014,2.427,-94.28
+05/09/2014,2.427,-94.29
+06/09/2014,2.427,-94.3
+07/09/2014,2.427,-94.31
+08/09/2014,2.427,-94.32
+09/09/2014,2.427,-94.33
+10/09/2014,2.427,-94.34
+11/09/2014,2.427,-94.35
+12/09/2014,2.427,-94.36
+13/09/2014,2.427,-94.37
+14/09/2014,2.427,-94.38
+15/09/2014,2.427,-94.39
+16/09/2014,2.427,-94.4
+17/09/2014,2.427,-94.41
+18/09/2014,2.427,-94.42
+19/09/2014,2.427,-94.43
+20/09/2014,2.427,-94.44
+21/09/2014,2.427,-94.45
+22/09/2014,2.427,-94.46
+23/09/2014,2.427,-94.47
+24/09/2014,2.427,-94.48
+25/09/2014,2.427,-94.49
+26/09/2014,2.427,-94.5
+27/09/2014,2.427,-94.51
+28/09/2014,2.427,-94.52
+29/09/2014,2.427,-94.53
+30/09/2014,2.427,-94.54
+01/10/2014,2.919,-94.57
+02/10/2014,2.919,-94.58
+03/10/2014,2.919,-94.59
+04/10/2014,2.919,-94.6
+05/10/2014,2.919,-94.61
+06/10/2014,2.919,-94.62
+07/10/2014,2.919,-94.63
+08/10/2014,2.919,-94.64
+09/10/2014,2.919,-94.65
+10/10/2014,2.919,-94.66
+11/10/2014,2.919,-94.67
+12/10/2014,2.919,-94.68
+13/10/2014,2.919,-94.69
+14/10/2014,2.919,-94.7
+15/10/2014,2.919,-94.71
+16/10/2014,2.919,-94.72
+17/10/2014,2.919,
+18/10/2014,2.919,
+19/10/2014,2.919,-94.73
+20/10/2014,2.919,-94.74
+21/10/2014,2.919,-94.75
+22/10/2014,2.919,-94.76
+23/10/2014,2.919,-94.77
+24/10/2014,2.919,-94.78
+25/10/2014,2.919,-94.79
+26/10/2014,2.919,-94.8
+27/10/2014,2.919,-94.81
+28/10/2014,2.919,-94.82
+29/10/2014,2.919,-94.83
+30/10/2014,2.919,-94.84
+31/10/2014,2.919,-94.85
+01/11/2014,7.688,-94.86
+02/11/2014,7.688,-94.87
+03/11/2014,7.688,-94.88
+04/11/2014,7.688,-94.89
+05/11/2014,7.688,-94.9
+06/11/2014,7.688,-94.91
+07/11/2014,7.688,-94.92
+08/11/2014,7.688,-94.93
+09/11/2014,7.688,-94.94
+10/11/2014,7.688,-94.95
+11/11/2014,7.688,-94.96
+12/11/2014,7.688,-94.97
+13/11/2014,7.688,-94.98
+14/11/2014,7.688,-94.99
+15/11/2014,7.688,-95
+16/11/2014,7.688,-95.01
+17/11/2014,7.688,-95.02
+18/11/2014,7.688,-95.03
+19/11/2014,7.688,-95.04
+20/11/2014,7.688,-95.07
+21/11/2014,7.688,-95.08
+22/11/2014,7.688,-95.09
+23/11/2014,7.688,-95.1
+24/11/2014,7.688,-95.11
+25/11/2014,7.688,-95.12
+26/11/2014,7.688,-95.13
+27/11/2014,7.688,-95.14
+28/11/2014,7.688,-95.15
+29/11/2014,7.688,-95.16
+30/11/2014,7.688,-95.17
+01/12/2014,2.849,-95.18
+02/12/2014,2.849,-95.19
+03/12/2014,2.849,-95.2
+04/12/2014,2.849,-95.21
+05/12/2014,2.849,-95.22
+06/12/2014,2.849,-95.23
+07/12/2014,2.849,-95.24
+08/12/2014,2.849,
+09/12/2014,2.849,
+10/12/2014,2.849,-95.25
+11/12/2014,2.849,-95.26
+12/12/2014,2.849,-95.27
+13/12/2014,2.849,-95.28
+14/12/2014,2.849,-95.29
+15/12/2014,2.849,-95.3
+16/12/2014,2.849,-95.31
+17/12/2014,2.849,-95.32
+18/12/2014,2.849,-95.33
+19/12/2014,2.849,-95.34
+20/12/2014,2.849,-95.35
+21/12/2014,2.849,-95.36
+22/12/2014,2.849,-95.37
+23/12/2014,2.849,-95.38
+24/12/2014,2.849,-95.39
+25/12/2014,2.849,-95.4
+26/12/2014,2.849,-95.41
+27/12/2014,2.849,-95.42
+28/12/2014,2.849,-95.43
+29/12/2014,2.849,-95.44
+30/12/2014,2.849,-95.45
+31/12/2014,2.849,-95.46
+01/01/2015,1.78,-95.47
+02/01/2015,1.78,-95.48
+03/01/2015,1.78,-95.49
+04/01/2015,1.78,-95.5
+05/01/2015,1.78,-95.51
+06/01/2015,1.78,-95.52
+07/01/2015,1.78,-95.53
+08/01/2015,1.78,-95.54
+09/01/2015,1.78,-95.57
+10/01/2015,1.78,-95.58
+11/01/2015,1.78,-95.59
+12/01/2015,1.78,-95.6
+13/01/2015,1.78,-95.61
+14/01/2015,1.78,-95.62
+15/01/2015,1.78,-95.63
+16/01/2015,1.78,-95.64
+17/01/2015,1.78,-95.65
+18/01/2015,1.78,-95.66
+19/01/2015,1.78,-95.67
+20/01/2015,1.78,-95.68
+21/01/2015,1.78,-95.69
+22/01/2015,1.78,-95.7
+23/01/2015,1.78,-95.71
+24/01/2015,1.78,-95.72
+25/01/2015,1.78,-95.73
+26/01/2015,1.78,-95.74
+27/01/2015,1.78,-95.75
+28/01/2015,1.78,-95.76
+29/01/2015,1.78,
+30/01/2015,1.78,
+31/01/2015,1.78,-95.77
+01/02/2015,3.778,-95.78
+02/02/2015,3.778,-95.79
+03/02/2015,3.778,-95.8
+04/02/2015,3.778,-95.81
+05/02/2015,3.778,-95.82
+06/02/2015,3.778,-95.83
+07/02/2015,3.778,-95.84
+08/02/2015,3.778,-95.85
+09/02/2015,3.778,-95.86
+10/02/2015,3.778,-95.87
+11/02/2015,3.778,-95.88
+12/02/2015,3.778,-95.89
+13/02/2015,3.778,-95.9
+14/02/2015,3.778,-95.91
+15/02/2015,3.778,-95.92
+16/02/2015,3.778,-95.93
+17/02/2015,3.778,-95.94
+18/02/2015,3.778,-95.95
+19/02/2015,3.778,-95.96
+20/02/2015,3.778,-95.97
+21/02/2015,3.778,-95.98
+22/02/2015,3.778,-95.99
+23/02/2015,3.778,-96
+24/02/2015,3.778,-96.01
+25/02/2015,3.778,-96.02
+26/02/2015,3.778,-96.03
+27/02/2015,3.778,-96.04
+28/02/2015,3.778,-96.07
+01/03/2015,4.346,-96.08
+02/03/2015,4.346,-96.09
+03/03/2015,4.346,-96.1
+04/03/2015,4.346,-96.11
+05/03/2015,4.346,-96.12
+06/03/2015,4.346,-96.13
+07/03/2015,4.346,-96.14
+08/03/2015,4.346,-96.15
+09/03/2015,4.346,-96.16
+10/03/2015,4.346,-96.17
+11/03/2015,4.346,-96.18
+12/03/2015,4.346,-96.19
+13/03/2015,4.346,-96.2
+14/03/2015,4.346,-96.21
+15/03/2015,4.346,-96.22
+16/03/2015,4.346,-96.23
+17/03/2015,4.346,-96.24
+18/03/2015,4.346,-96.25
+19/03/2015,4.346,-96.26
+20/03/2015,4.346,-96.27
+21/03/2015,4.346,-96.28
+22/03/2015,4.346,
+23/03/2015,4.346,
+24/03/2015,4.346,-96.29
+25/03/2015,4.346,-96.3
+26/03/2015,4.346,-96.31
+27/03/2015,4.346,-96.32
+28/03/2015,4.346,-96.33
+29/03/2015,4.346,-96.34
+30/03/2015,4.346,-96.35
+31/03/2015,4.346,-96.36
+01/04/2015,1.954,-96.37
+02/04/2015,1.954,-96.38
+03/04/2015,1.954,-96.39
+04/04/2015,1.954,-96.4
+05/04/2015,1.954,-96.41
+06/04/2015,1.954,-96.42
+07/04/2015,1.954,-96.43
+08/04/2015,1.954,-96.44
+09/04/2015,1.954,-96.45
+10/04/2015,1.954,-96.46
+11/04/2015,1.954,-96.47
+12/04/2015,1.954,-96.48
+13/04/2015,1.954,-96.49
+14/04/2015,1.954,-96.5
+15/04/2015,1.954,-96.51
+16/04/2015,1.954,-96.52
+17/04/2015,1.954,-96.53
+18/04/2015,1.954,-96.54
+19/04/2015,1.954,-96.57
+20/04/2015,1.954,-96.58
+21/04/2015,1.954,-96.59
+22/04/2015,1.954,-96.6
+23/04/2015,1.954,-96.61
+24/04/2015,1.954,-96.62
+25/04/2015,1.954,-96.63
+26/04/2015,1.954,-96.64
+27/04/2015,1.954,-96.65
+28/04/2015,1.954,-96.66
+29/04/2015,1.954,-96.67
+30/04/2015,1.954,-96.68
+01/05/2015,1.639,-96.69
+02/05/2015,1.639,-96.7
+03/05/2015,1.639,-96.71
+04/05/2015,1.639,-96.72
+05/05/2015,1.639,-96.73
+06/05/2015,1.639,-96.74
+07/05/2015,1.639,-96.75
+08/05/2015,1.639,-96.76
+09/05/2015,1.639,-96.77
+10/05/2015,1.639,-96.78
+11/05/2015,1.639,-96.79
+12/05/2015,1.639,-96.8
+13/05/2015,1.639,
+14/05/2015,1.639,
+15/05/2015,1.639,-96.81
+16/05/2015,1.639,-96.82
+17/05/2015,1.639,-96.83
+18/05/2015,1.639,-96.84
+19/05/2015,1.639,-96.85
+20/05/2015,1.639,-96.86
+21/05/2015,1.639,-96.87
+22/05/2015,1.639,-96.88
+23/05/2015,1.639,-96.89
+24/05/2015,1.639,-96.9
+25/05/2015,1.639,-96.91
+26/05/2015,1.639,-96.92
+27/05/2015,1.639,-96.93
+28/05/2015,1.639,-96.94
+29/05/2015,1.639,-96.95
+30/05/2015,1.639,-96.96
+31/05/2015,1.639,-96.97
+01/06/2015,1.915,-96.98
+02/06/2015,1.915,-96.99
+03/06/2015,1.915,-97
+04/06/2015,1.915,-97.01
+05/06/2015,1.915,-97.02
+06/06/2015,1.915,-97.03
+07/06/2015,1.915,-97.04
+08/06/2015,1.915,-97.07
+09/06/2015,1.915,-97.08
+10/06/2015,1.915,-97.09
+11/06/2015,1.915,-97.1
+12/06/2015,1.915,-97.11
+13/06/2015,1.915,-97.12
+14/06/2015,1.915,-97.13
+15/06/2015,1.915,-97.14
+16/06/2015,1.915,-97.15
+17/06/2015,1.915,-97.16
+18/06/2015,1.915,-97.17
+19/06/2015,1.915,-97.18
+20/06/2015,1.915,-97.19
+21/06/2015,1.915,-97.2
+22/06/2015,1.915,-97.21
+23/06/2015,1.915,-97.22
+24/06/2015,1.915,-97.23
+25/06/2015,1.915,-97.24
+26/06/2015,1.915,-97.25
+27/06/2015,1.915,-97.26
+28/06/2015,1.915,-97.27
+29/06/2015,1.915,-97.28
+30/06/2015,1.915,-97.29
+01/07/2015,0.852,-97.3
+02/07/2015,0.852,-97.31
+03/07/2015,0.852,-97.32
+04/07/2015,0.852,
+05/07/2015,0.852,
+06/07/2015,0.852,-97.33
+07/07/2015,0.852,-97.34
+08/07/2015,0.852,-97.35
+09/07/2015,0.852,-97.36
+10/07/2015,0.852,-97.37
+11/07/2015,0.852,-97.38
+12/07/2015,0.852,-97.39
+13/07/2015,0.852,-97.4
+14/07/2015,0.852,-97.41
+15/07/2015,0.852,-97.42
+16/07/2015,0.852,-97.43
+17/07/2015,0.852,-97.44
+18/07/2015,0.852,-97.45
+19/07/2015,0.852,-97.46
+20/07/2015,0.852,-97.47
+21/07/2015,0.852,-97.48
+22/07/2015,0.852,-97.49
+23/07/2015,0.852,-97.5
+24/07/2015,0.852,-97.51
+25/07/2015,0.852,-97.52
+26/07/2015,0.852,-97.53
+27/07/2015,0.852,-97.54
+28/07/2015,0.852,-97.57
+29/07/2015,0.852,-97.58
+30/07/2015,0.852,-97.59
+31/07/2015,0.852,-97.6
+01/08/2015,2.927,-97.61
+02/08/2015,2.927,-97.62
+03/08/2015,2.927,-97.63
+04/08/2015,2.927,-97.64
+05/08/2015,2.927,-97.65
+06/08/2015,2.927,-97.66
+07/08/2015,2.927,-97.67
+08/08/2015,2.927,-97.68
+09/08/2015,2.927,-97.69
+10/08/2015,2.927,-97.7
+11/08/2015,2.927,-97.71
+12/08/2015,2.927,-97.72
+13/08/2015,2.927,-97.73
+14/08/2015,2.927,-97.74
+15/08/2015,2.927,-97.75
+16/08/2015,2.927,-97.76
+17/08/2015,2.927,-97.77
+18/08/2015,2.927,-97.78
+19/08/2015,2.927,-97.79
+20/08/2015,2.927,-97.8
+21/08/2015,2.927,-97.81
+22/08/2015,2.927,-97.82
+23/08/2015,2.927,-97.83
+24/08/2015,2.927,-97.84
+25/08/2015,2.927,
+26/08/2015,2.927,
+27/08/2015,2.927,-97.85
+28/08/2015,2.927,-97.86
+29/08/2015,2.927,-97.87
+30/08/2015,2.927,-97.88
+31/08/2015,2.927,-97.89
+01/09/2015,1.71,-97.9
+02/09/2015,1.71,-97.91
+03/09/2015,1.71,-97.92
+04/09/2015,1.71,-97.93
+05/09/2015,1.71,-97.94
+06/09/2015,1.71,-97.95
+07/09/2015,1.71,-97.96
+08/09/2015,1.71,-97.97
+09/09/2015,1.71,-97.98
+10/09/2015,1.71,-97.99
+11/09/2015,1.71,-98
+12/09/2015,1.71,-98.01
+13/09/2015,1.71,-98.02
+14/09/2015,1.71,-98.03
+15/09/2015,1.71,-98.04
+16/09/2015,1.71,-98.07
+17/09/2015,1.71,-98.08
+18/09/2015,1.71,-98.09
+19/09/2015,1.71,-98.1
+20/09/2015,1.71,-98.11
+21/09/2015,1.71,-98.12
+22/09/2015,1.71,-98.13
+23/09/2015,1.71,-98.14
+24/09/2015,1.71,-98.15
+25/09/2015,1.71,-98.16
+26/09/2015,1.71,-98.17
+27/09/2015,1.71,-98.18
+28/09/2015,1.71,-98.19
+29/09/2015,1.71,-98.2
+30/09/2015,1.71,-98.21
+01/10/2015,4.232,-98.22
+02/10/2015,4.232,-98.23
+03/10/2015,4.232,-98.24
+04/10/2015,4.232,-98.25
+05/10/2015,4.232,-98.26
+06/10/2015,4.232,-98.27
+07/10/2015,4.232,-98.28
+08/10/2015,4.232,-98.29
+09/10/2015,4.232,-98.3
+10/10/2015,4.232,-98.31
+11/10/2015,4.232,-98.32
+12/10/2015,4.232,-98.33
+13/10/2015,4.232,-98.34
+14/10/2015,4.232,-98.35
+15/10/2015,4.232,-98.36
+16/10/2015,4.232,
+17/10/2015,4.232,
+18/10/2015,4.232,-98.37
+19/10/2015,4.232,-98.38
+20/10/2015,4.232,-98.39
+21/10/2015,4.232,-98.4
+22/10/2015,4.232,-98.41
+23/10/2015,4.232,-98.42
+24/10/2015,4.232,-98.43
+25/10/2015,4.232,-98.44
+26/10/2015,4.232,-98.45
+27/10/2015,4.232,-98.46
+28/10/2015,4.232,-98.47
+29/10/2015,4.232,-98.48
+30/10/2015,4.232,-98.49
+31/10/2015,4.232,-98.5
+01/11/2015,1.562,-98.51
+02/11/2015,1.562,-98.52
+03/11/2015,1.562,-98.53
+04/11/2015,1.562,-98.54
+05/11/2015,1.562,-98.57
+06/11/2015,1.562,-98.58
+07/11/2015,1.562,-98.59
+08/11/2015,1.562,-98.6
+09/11/2015,1.562,-98.61
+10/11/2015,1.562,-98.62
+11/11/2015,1.562,-98.63
+12/11/2015,1.562,-98.64
+13/11/2015,1.562,-98.65
+14/11/2015,1.562,-98.66
+15/11/2015,1.562,-98.67
+16/11/2015,1.562,-98.68
+17/11/2015,1.562,-98.69
+18/11/2015,1.562,-98.7
+19/11/2015,1.562,-98.71
+20/11/2015,1.562,-98.72
+21/11/2015,1.562,-98.73
+22/11/2015,1.562,-98.74
+23/11/2015,1.562,-98.75
+24/11/2015,1.562,-98.76
+25/11/2015,1.562,-98.77
+26/11/2015,1.562,-98.78
+27/11/2015,1.562,-98.79
+28/11/2015,1.562,-98.8
+29/11/2015,1.562,-98.81
+30/11/2015,1.562,-98.82
+01/12/2015,0.184,-98.83
+02/12/2015,0.184,-98.84
+03/12/2015,0.184,-98.85
+04/12/2015,0.184,-98.86
+05/12/2015,0.184,-98.87
+06/12/2015,0.184,-98.88
+07/12/2015,0.184,
+08/12/2015,0.184,
+09/12/2015,0.184,-98.89
+10/12/2015,0.184,-98.9
+11/12/2015,0.184,-98.91
+12/12/2015,0.184,-98.92
+13/12/2015,0.184,-98.93
+14/12/2015,0.184,-98.94
+15/12/2015,0.184,-98.95
+16/12/2015,0.184,-98.96
+17/12/2015,0.184,-98.97
+18/12/2015,0.184,-98.98
+19/12/2015,0.184,-98.99
+20/12/2015,0.184,-99
+21/12/2015,0.184,-99.01
+22/12/2015,0.184,-99.02
+23/12/2015,0.184,-99.03
+24/12/2015,0.184,-99.04
+25/12/2015,0.184,-99.07
+26/12/2015,0.184,-99.08
+27/12/2015,0.184,-99.09
+28/12/2015,0.184,-99.1
+29/12/2015,0.184,-99.11
+30/12/2015,0.184,-99.12
+31/12/2015,0.184,-99.13
+01/01/2016,1.608,-99.14
+02/01/2016,1.608,-99.15
+03/01/2016,1.608,-99.16
+04/01/2016,1.608,-99.17
+05/01/2016,1.608,-99.18
+06/01/2016,1.608,-99.19
+07/01/2016,1.608,-99.2
+08/01/2016,1.608,-99.21
+09/01/2016,1.608,-99.22
+10/01/2016,1.608,-99.23
+11/01/2016,1.608,-99.24
+12/01/2016,1.608,-99.25
+13/01/2016,1.608,-99.26
+14/01/2016,1.608,-99.27
+15/01/2016,1.608,-99.28
+16/01/2016,1.608,-99.29
+17/01/2016,1.608,-99.3
+18/01/2016,1.608,-99.31
+19/01/2016,1.608,-99.32
+20/01/2016,1.608,-99.33
+21/01/2016,1.608,-99.34
+22/01/2016,1.608,-99.35
+23/01/2016,1.608,-99.36
+24/01/2016,1.608,-99.37
+25/01/2016,1.608,-99.38
+26/01/2016,1.608,-99.39
+27/01/2016,1.608,-99.4
+28/01/2016,1.608,
+29/01/2016,1.608,
+30/01/2016,1.608,-99.41
+31/01/2016,1.608,-99.42
+01/02/2016,4.733,-99.43
+02/02/2016,4.733,-99.44
+03/02/2016,4.733,-99.45
+04/02/2016,4.733,-99.46
+05/02/2016,4.733,-99.47
+06/02/2016,4.733,-99.48
+07/02/2016,4.733,-99.49
+08/02/2016,4.733,-99.5
+09/02/2016,4.733,-99.51
+10/02/2016,4.733,-99.52
+11/02/2016,4.733,-99.53
+12/02/2016,4.733,-99.54
+13/02/2016,4.733,-99.57
+14/02/2016,4.733,-99.58
+15/02/2016,4.733,-99.59
+16/02/2016,4.733,-99.6
+17/02/2016,4.733,-99.61
+18/02/2016,4.733,-99.62
+19/02/2016,4.733,-99.63
+20/02/2016,4.733,-99.64
+21/02/2016,4.733,-99.65
+22/02/2016,4.733,-99.66
+23/02/2016,4.733,-99.67
+24/02/2016,4.733,-99.68
+25/02/2016,4.733,-99.69
+26/02/2016,4.733,-99.7
+27/02/2016,4.733,-99.71
+28/02/2016,4.733,-99.72
+29/02/2016,4.733,-99.73
+01/03/2016,1.867,-99.74
+02/03/2016,1.867,-99.75
+03/03/2016,1.867,-99.76
+04/03/2016,1.867,-99.77
+05/03/2016,1.867,-99.78
+06/03/2016,1.867,-99.79
+07/03/2016,1.867,-99.8
+08/03/2016,1.867,-99.81
+09/03/2016,1.867,-99.82
+10/03/2016,1.867,-99.83
+11/03/2016,1.867,-99.84
+12/03/2016,1.867,-99.85
+13/03/2016,1.867,-99.86
+14/03/2016,1.867,-99.87
+15/03/2016,1.867,-99.88
+16/03/2016,1.867,-99.89
+17/03/2016,1.867,-99.9
+18/03/2016,1.867,-99.91
+19/03/2016,1.867,-99.92
+20/03/2016,1.867,
+21/03/2016,1.867,
+22/03/2016,1.867,-99.93
+23/03/2016,1.867,-99.94
+24/03/2016,1.867,-99.95
+25/03/2016,1.867,-99.96
+26/03/2016,1.867,-99.97
+27/03/2016,1.867,-99.98
+28/03/2016,1.867,-99.99
+29/03/2016,1.867,-100
+30/03/2016,1.867,-100.01
+31/03/2016,1.867,-100.02
+01/04/2016,1.651,-100.03
+02/04/2016,1.651,-100.04
+03/04/2016,1.651,-100.07
+04/04/2016,1.651,-100.08
+05/04/2016,1.651,-100.09
+06/04/2016,1.651,-100.1
+07/04/2016,1.651,-100.11
+08/04/2016,1.651,-100.12
+09/04/2016,1.651,-100.13
+10/04/2016,1.651,-100.14
+11/04/2016,1.651,-100.15
+12/04/2016,1.651,-100.16
+13/04/2016,1.651,-100.17
+14/04/2016,1.651,-100.18
+15/04/2016,1.651,-100.19
+16/04/2016,1.651,-100.2
+17/04/2016,1.651,-100.21
+18/04/2016,1.651,-100.22
+19/04/2016,1.651,-100.23
+20/04/2016,1.651,-100.24
+21/04/2016,1.651,-100.25
+22/04/2016,1.651,-100.26
+23/04/2016,1.651,-100.27
+24/04/2016,1.651,-100.28
+25/04/2016,1.651,-100.29
+26/04/2016,1.651,-100.3
+27/04/2016,1.651,-100.31
+28/04/2016,1.651,-100.32
+29/04/2016,1.651,-100.33
+30/04/2016,1.651,-100.34
+01/05/2016,2.271,-100.35
+02/05/2016,2.271,-100.36
+03/05/2016,2.271,-100.37
+04/05/2016,2.271,-100.38
+05/05/2016,2.271,-100.39
+06/05/2016,2.271,-100.4
+07/05/2016,2.271,-100.41
+08/05/2016,2.271,-100.42
+09/05/2016,2.271,-100.43
+10/05/2016,2.271,-100.44
+11/05/2016,2.271,
+12/05/2016,2.271,
+13/05/2016,2.271,-100.45
+14/05/2016,2.271,-100.46
+15/05/2016,2.271,-100.47
+16/05/2016,2.271,-100.48
+17/05/2016,2.271,-100.49
+18/05/2016,2.271,-100.5
+19/05/2016,2.271,-100.51
+20/05/2016,2.271,-100.52
+21/05/2016,2.271,-100.53
+22/05/2016,2.271,-100.54
+23/05/2016,2.271,-100.57
+24/05/2016,2.271,-100.58
+25/05/2016,2.271,-100.59
+26/05/2016,2.271,-100.6
+27/05/2016,2.271,-100.61
+28/05/2016,2.271,-100.62
+29/05/2016,2.271,-100.63
+30/05/2016,2.271,-100.64
+31/05/2016,2.271,-100.65
+01/06/2016,2.927,-100.66
+02/06/2016,2.927,-100.67
+03/06/2016,2.927,-100.68
+04/06/2016,2.927,-100.69
+05/06/2016,2.927,-100.7
+06/06/2016,2.927,-100.71
+07/06/2016,2.927,-100.72
+08/06/2016,2.927,-100.73
+09/06/2016,2.927,-100.74
+10/06/2016,2.927,-100.75
+11/06/2016,2.927,-100.76
+12/06/2016,2.927,-100.77
+13/06/2016,2.927,-100.78
+14/06/2016,2.927,-100.79
+15/06/2016,2.927,-100.8
+16/06/2016,2.927,-100.81
+17/06/2016,2.927,-100.82
+18/06/2016,2.927,-100.83
+19/06/2016,2.927,-100.84
+20/06/2016,2.927,-100.85
+21/06/2016,2.927,-100.86
+22/06/2016,2.927,-100.87
+23/06/2016,2.927,-100.88
+24/06/2016,2.927,-100.89
+25/06/2016,2.927,-100.9
+26/06/2016,2.927,-100.91
+27/06/2016,2.927,-100.92
+28/06/2016,2.927,-100.93
+29/06/2016,2.927,-100.94
+30/06/2016,2.927,-100.95
+01/07/2016,1.244,-100.96
+02/07/2016,1.244,
+03/07/2016,1.244,
+04/07/2016,1.244,-100.97
+05/07/2016,1.244,-100.98
+06/07/2016,1.244,-100.99
+07/07/2016,1.244,-101
+08/07/2016,1.244,-101.01
+09/07/2016,1.244,-101.02
+10/07/2016,1.244,-101.03
+11/07/2016,1.244,-101.04
+12/07/2016,1.244,-101.07
+13/07/2016,1.244,-101.08
+14/07/2016,1.244,-101.09
+15/07/2016,1.244,-101.1
+16/07/2016,1.244,-101.11
+17/07/2016,1.244,-101.12
+18/07/2016,1.244,-101.13
+19/07/2016,1.244,-101.14
+20/07/2016,1.244,-101.15
+21/07/2016,1.244,-101.16
+22/07/2016,1.244,-101.17
+23/07/2016,1.244,-101.18
+24/07/2016,1.244,-101.19
+25/07/2016,1.244,-101.2
+26/07/2016,1.244,-101.21
+27/07/2016,1.244,-101.22
+28/07/2016,1.244,-101.23
+29/07/2016,1.244,-101.24
+30/07/2016,1.244,-101.25
+31/07/2016,1.244,-101.26
+01/08/2016,1.167,-101.27
+02/08/2016,1.167,-101.28
+03/08/2016,1.167,-101.29
+04/08/2016,1.167,-101.3
+05/08/2016,1.167,-101.31
+06/08/2016,1.167,-101.32
+07/08/2016,1.167,-101.33
+08/08/2016,1.167,-101.34
+09/08/2016,1.167,-101.35
+10/08/2016,1.167,-101.36
+11/08/2016,1.167,-101.37
+12/08/2016,1.167,-101.38
+13/08/2016,1.167,-101.39
+14/08/2016,1.167,-101.4
+15/08/2016,1.167,-101.41
+16/08/2016,1.167,-101.42
+17/08/2016,1.167,-101.43
+18/08/2016,1.167,-101.44
+19/08/2016,1.167,-101.45
+20/08/2016,1.167,-101.46
+21/08/2016,1.167,-101.47
+22/08/2016,1.167,-101.48
+23/08/2016,1.167,
+24/08/2016,1.167,
+25/08/2016,1.167,-101.49
+26/08/2016,1.167,-101.5
+27/08/2016,1.167,-101.51
+28/08/2016,1.167,-101.52
+29/08/2016,1.167,-101.53
+30/08/2016,1.167,-101.54
+31/08/2016,1.167,-101.57
+01/09/2016,3.581,-101.58
+02/09/2016,3.581,-101.59
+03/09/2016,3.581,-101.6
+04/09/2016,3.581,-101.61
+05/09/2016,3.581,-101.62
+06/09/2016,3.581,-101.63
+07/09/2016,3.581,-101.64
+08/09/2016,3.581,-101.65
+09/09/2016,3.581,-101.66
+10/09/2016,3.581,-101.67
+11/09/2016,3.581,-101.68
+12/09/2016,3.581,-101.69
+13/09/2016,3.581,-101.7
+14/09/2016,3.581,-101.71
+15/09/2016,3.581,-101.72
+16/09/2016,3.581,-101.73
+17/09/2016,3.581,-101.74
+18/09/2016,3.581,-101.75
+19/09/2016,3.581,-101.76
+20/09/2016,3.581,-101.77
+21/09/2016,3.581,-101.78
+22/09/2016,3.581,-101.79
+23/09/2016,3.581,-101.8
+24/09/2016,3.581,-101.81
+25/09/2016,3.581,-101.82
+26/09/2016,3.581,-101.83
+27/09/2016,3.581,-101.84
+28/09/2016,3.581,-101.85
+29/09/2016,3.581,-101.86
+30/09/2016,3.581,-101.87
+01/10/2016,4.03,-101.88
+02/10/2016,4.03,-101.89
+03/10/2016,4.03,-101.9
+04/10/2016,4.03,-101.91
+05/10/2016,4.03,-101.92
+06/10/2016,4.03,-101.93
+07/10/2016,4.03,-101.94
+08/10/2016,4.03,-101.95
+09/10/2016,4.03,-101.96
+10/10/2016,4.03,-101.97
+11/10/2016,4.03,-101.98
+12/10/2016,4.03,-101.99
+13/10/2016,4.03,-102
+14/10/2016,4.03,
+15/10/2016,4.03,
+16/10/2016,4.03,-102.01
+17/10/2016,4.03,-102.02
+18/10/2016,4.03,-102.03
+19/10/2016,4.03,-102.04
+20/10/2016,4.03,-102.07
+21/10/2016,4.03,-102.08
+22/10/2016,4.03,-102.09
+23/10/2016,4.03,-102.1
+24/10/2016,4.03,-102.11
+25/10/2016,4.03,-102.12
+26/10/2016,4.03,-102.13
+27/10/2016,4.03,-102.14
+28/10/2016,4.03,-102.15
+29/10/2016,4.03,-102.16
+30/10/2016,4.03,-102.17
+31/10/2016,4.03,-102.18
+01/11/2016,2.913,-102.19
+02/11/2016,2.913,-102.2
+03/11/2016,2.913,-102.21
+04/11/2016,2.913,-102.22
+05/11/2016,2.913,-102.23
+06/11/2016,2.913,-102.24
+07/11/2016,2.913,-102.25
+08/11/2016,2.913,-102.26
+09/11/2016,2.913,-102.27
+10/11/2016,2.913,-102.28
+11/11/2016,2.913,-102.29
+12/11/2016,2.913,-102.3
+13/11/2016,2.913,-102.31
+14/11/2016,2.913,-102.32
+15/11/2016,2.913,-102.33
+16/11/2016,2.913,-102.34
+17/11/2016,2.913,-102.35
+18/11/2016,2.913,-102.36
+19/11/2016,2.913,-102.37
+20/11/2016,2.913,-102.38
+21/11/2016,2.913,-102.39
+22/11/2016,2.913,-102.4
+23/11/2016,2.913,-102.41
+24/11/2016,2.913,-102.42
+25/11/2016,2.913,-102.43
+26/11/2016,2.913,-102.44
+27/11/2016,2.913,-102.45
+28/11/2016,2.913,-102.46
+29/11/2016,2.913,-102.47
+30/11/2016,2.913,-102.48
+01/12/2016,0.566,-102.49
+02/12/2016,0.566,-102.5
+03/12/2016,0.566,-102.51
+04/12/2016,0.566,-102.52
+05/12/2016,0.566,
+06/12/2016,0.566,
+07/12/2016,0.566,-102.53
+08/12/2016,0.566,-102.54
+09/12/2016,0.566,-102.57
+10/12/2016,0.566,-102.58
+11/12/2016,0.566,-102.59
+12/12/2016,0.566,-102.6
+13/12/2016,0.566,-102.61
+14/12/2016,0.566,-102.62
+15/12/2016,0.566,-102.63
+16/12/2016,0.566,-102.64
+17/12/2016,0.566,-102.65
+18/12/2016,0.566,-102.66
+19/12/2016,0.566,-102.67
+20/12/2016,0.566,-102.68
+21/12/2016,0.566,-102.69
+22/12/2016,0.566,-102.7
+23/12/2016,0.566,-102.71
+24/12/2016,0.566,-102.72
+25/12/2016,0.566,-102.73
+26/12/2016,0.566,-102.74
+27/12/2016,0.566,-102.75
+28/12/2016,0.566,-102.76
+29/12/2016,0.566,-102.77
+30/12/2016,0.566,-102.78
+31/12/2016,0.566,-102.79
+01/01/2017,1.402,-102.8
+02/01/2017,1.402,-102.81
+03/01/2017,1.402,-102.82
+04/01/2017,1.402,-102.83
+05/01/2017,1.402,-102.84
+06/01/2017,1.402,-102.85
+07/01/2017,1.402,-102.86
+08/01/2017,1.402,-102.87
+09/01/2017,1.402,-102.88
+10/01/2017,1.402,-102.89
+11/01/2017,1.402,-102.9
+12/01/2017,1.402,-102.91
+13/01/2017,1.402,-102.92
+14/01/2017,1.402,-102.93
+15/01/2017,1.402,-102.94
+16/01/2017,1.402,-102.95
+17/01/2017,1.402,-102.96
+18/01/2017,1.402,-102.97
+19/01/2017,1.402,-102.98
+20/01/2017,1.402,-102.99
+21/01/2017,1.402,-103
+22/01/2017,1.402,-103.01
+23/01/2017,1.402,-103.02
+24/01/2017,1.402,-103.03
+25/01/2017,1.402,-103.04
+26/01/2017,1.402,
+27/01/2017,1.402,
+28/01/2017,1.402,-103.07
+29/01/2017,1.402,-103.08
+30/01/2017,1.402,-103.09
+31/01/2017,1.402,-103.1
+01/02/2017,1.733,-103.11
+02/02/2017,1.733,-103.12
+03/02/2017,1.733,-103.13
+04/02/2017,1.733,-103.14
+05/02/2017,1.733,-103.15
+06/02/2017,1.733,-103.16
+07/02/2017,1.733,-103.17
+08/02/2017,1.733,-103.18
+09/02/2017,1.733,-103.19
+10/02/2017,1.733,-103.2
+11/02/2017,1.733,-103.21
+12/02/2017,1.733,-103.22
+13/02/2017,1.733,-103.23
+14/02/2017,1.733,-103.24
+15/02/2017,1.733,-103.25
+16/02/2017,1.733,-103.26
+17/02/2017,1.733,-103.27
+18/02/2017,1.733,-103.28
+19/02/2017,1.733,-103.29
+20/02/2017,1.733,-103.3
+21/02/2017,1.733,-103.31
+22/02/2017,1.733,-103.32
+23/02/2017,1.733,-103.33
+24/02/2017,1.733,-103.34
+25/02/2017,1.733,-103.35
+26/02/2017,1.733,-103.36
+27/02/2017,1.733,-103.37
+28/02/2017,1.733,-103.38
+01/03/2017,1.429,-103.39
+02/03/2017,1.429,-103.4
+03/03/2017,1.429,-103.41
+04/03/2017,1.429,-103.42
+05/03/2017,1.429,-103.43
+06/03/2017,1.429,-103.44
+07/03/2017,1.429,-103.45
+08/03/2017,1.429,-103.46
+09/03/2017,1.429,-103.47
+10/03/2017,1.429,-103.48
+11/03/2017,1.429,-103.49
+12/03/2017,1.429,-103.5
+13/03/2017,1.429,-103.51
+14/03/2017,1.429,-103.52
+15/03/2017,1.429,-103.53
+16/03/2017,1.429,-103.54
+17/03/2017,1.429,-103.55
+18/03/2017,1.429,-103.56
+19/03/2017,1.429,-103.57
+20/03/2017,1.429,-103.58
+21/03/2017,1.429,-103.59
+22/03/2017,1.429,-103.6
+23/03/2017,1.429,-103.61
+24/03/2017,1.429,-103.62
+25/03/2017,1.429,-103.63
+26/03/2017,1.429,-103.64
+27/03/2017,1.429,-103.65
+28/03/2017,1.429,-103.66
+29/03/2017,1.429,-103.67
+30/03/2017,1.429,-103.68
+31/03/2017,1.429,-103.69
+01/04/2017,1.668,-103.7
+02/04/2017,1.668,-103.71
+03/04/2017,1.668,-103.72
+04/04/2017,1.668,-103.73
+05/04/2017,1.668,-103.74
+06/04/2017,1.668,-103.75
+07/04/2017,1.668,-103.76
+08/04/2017,1.668,-103.77
+09/04/2017,1.668,-103.78
+10/04/2017,1.668,-103.79
+11/04/2017,1.668,-103.8
+12/04/2017,1.668,-103.81
+13/04/2017,1.668,-103.82
+14/04/2017,1.668,-103.83
+15/04/2017,1.668,-103.84
+16/04/2017,1.668,-103.85
+17/04/2017,1.668,-103.86
+18/04/2017,1.668,-103.87
+19/04/2017,1.668,-103.88
+20/04/2017,1.668,-103.89
+21/04/2017,1.668,-103.9
+22/04/2017,1.668,-103.91
+23/04/2017,1.668,-103.92
+24/04/2017,1.668,-103.93
+25/04/2017,1.668,-103.94
+26/04/2017,1.668,-103.95
+27/04/2017,1.668,-103.96
+28/04/2017,1.668,-103.97
+29/04/2017,1.668,-103.98
+30/04/2017,1.668,-103.99
+01/05/2017,1.377,-104
+02/05/2017,1.377,-104.01
+03/05/2017,1.377,-104.02
+04/05/2017,1.377,-104.03
+05/05/2017,1.377,-104.04
+06/05/2017,1.377,-104.05
+07/05/2017,1.377,-104.06
+08/05/2017,1.377,
+09/05/2017,1.377,
+10/05/2017,1.377,-104.09
+11/05/2017,1.377,-104.1
+12/05/2017,1.377,-104.11
+13/05/2017,1.377,-104.12
+14/05/2017,1.377,-104.13
+15/05/2017,1.377,-104.14
+16/05/2017,1.377,-104.15
+17/05/2017,1.377,-104.16
+18/05/2017,1.377,-104.17
+19/05/2017,1.377,-104.18
+20/05/2017,1.377,-104.19
+21/05/2017,1.377,-104.2
+22/05/2017,1.377,-104.21
+23/05/2017,1.377,-104.22
+24/05/2017,1.377,-104.23
+25/05/2017,1.377,-104.24
+26/05/2017,1.377,-104.25
+27/05/2017,1.377,-104.26
+28/05/2017,1.377,-104.27
+29/05/2017,1.377,-104.28
+30/05/2017,1.377,-104.29
+31/05/2017,1.377,-104.3
+01/06/2017,0.867,-104.31
+02/06/2017,0.867,-104.32
+03/06/2017,0.867,-104.33
+04/06/2017,0.867,-104.34
+05/06/2017,0.867,-104.35
+06/06/2017,0.867,-104.36
+07/06/2017,0.867,-104.37
+08/06/2017,0.867,-104.38
+09/06/2017,0.867,-104.39
+10/06/2017,0.867,-104.4
+11/06/2017,0.867,-104.41
+12/06/2017,0.867,-104.42
+13/06/2017,0.867,-104.43
+14/06/2017,0.867,-104.44
+15/06/2017,0.867,-104.45
+16/06/2017,0.867,-104.46
+17/06/2017,0.867,-104.47
+18/06/2017,0.867,-104.48
+19/06/2017,0.867,-104.49
+20/06/2017,0.867,-104.5
+21/06/2017,0.867,-104.51
+22/06/2017,0.867,-104.52
+23/06/2017,0.867,-104.53
+24/06/2017,0.867,-104.54
+25/06/2017,0.867,-104.55
+26/06/2017,0.867,-104.56
+27/06/2017,0.867,-104.59
+28/06/2017,0.867,-104.6
+29/06/2017,0.867,
+30/06/2017,0.867,
+01/07/2017,0.721,-104.61
+02/07/2017,0.721,-104.62
+03/07/2017,0.721,-104.63
+04/07/2017,0.721,-104.64
+05/07/2017,0.721,-104.65
+06/07/2017,0.721,-104.66
+07/07/2017,0.721,-104.67
+08/07/2017,0.721,-104.68
+09/07/2017,0.721,-104.69
+10/07/2017,0.721,-104.7
+11/07/2017,0.721,-104.71
+12/07/2017,0.721,-104.72
+13/07/2017,0.721,-104.73
+14/07/2017,0.721,-104.74
+15/07/2017,0.721,-104.75
+16/07/2017,0.721,-104.76
+17/07/2017,0.721,-104.77
+18/07/2017,0.721,-104.78
+19/07/2017,0.721,-104.79
+20/07/2017,0.721,-104.8
+21/07/2017,0.721,-104.81
+22/07/2017,0.721,-104.82
+23/07/2017,0.721,-104.83
+24/07/2017,0.721,-104.84
+25/07/2017,0.721,-104.85
+26/07/2017,0.721,-104.86
+27/07/2017,0.721,-104.87
+28/07/2017,0.721,-104.88
+29/07/2017,0.721,-104.89
+30/07/2017,0.721,-104.9
+31/07/2017,0.721,-104.91
+01/08/2017,0.388,-104.92
+02/08/2017,0.388,-104.93
+03/08/2017,0.388,-104.94
+04/08/2017,0.388,-104.95
+05/08/2017,0.388,-104.96
+06/08/2017,0.388,-104.97
+07/08/2017,0.388,-104.98
+08/08/2017,0.388,-104.99
+09/08/2017,0.388,-105
+10/08/2017,0.388,-105.01
+11/08/2017,0.388,-105.02
+12/08/2017,0.388,-105.03
+13/08/2017,0.388,-105.04
+14/08/2017,0.388,-105.05
+15/08/2017,0.388,-105.06
+16/08/2017,0.388,-105.09
+17/08/2017,0.388,-105.1
+18/08/2017,0.388,-105.11
+19/08/2017,0.388,-105.12
+20/08/2017,0.388,
+21/08/2017,0.388,
+22/08/2017,0.388,-105.13
+23/08/2017,0.388,-105.14
+24/08/2017,0.388,-105.15
+25/08/2017,0.388,-105.16
+26/08/2017,0.388,-105.17
+27/08/2017,0.388,-105.18
+28/08/2017,0.388,-105.19
+29/08/2017,0.388,-105.2
+30/08/2017,0.388,-105.21
+31/08/2017,0.388,-105.22
+01/09/2017,3.858,-105.23
+02/09/2017,3.858,-105.24
+03/09/2017,3.858,-105.25
+04/09/2017,3.858,-105.26
+05/09/2017,3.858,-105.27
+06/09/2017,3.858,-105.28
+07/09/2017,3.858,-105.29
+08/09/2017,3.858,-105.3
+09/09/2017,3.858,-105.31
+10/09/2017,3.858,-105.32
+11/09/2017,3.858,-105.33
+12/09/2017,3.858,-105.34
+13/09/2017,3.858,-105.35
+14/09/2017,3.858,-105.36
+15/09/2017,3.858,-105.37
+16/09/2017,3.858,-105.38
+17/09/2017,3.858,-105.39
+18/09/2017,3.858,-105.4
+19/09/2017,3.858,-105.41
+20/09/2017,3.858,-105.42
+21/09/2017,3.858,-105.43
+22/09/2017,3.858,-105.44
+23/09/2017,3.858,-105.45
+24/09/2017,3.858,-105.46
+25/09/2017,3.858,-105.47
+26/09/2017,3.858,-105.48
+27/09/2017,3.858,-105.49
+28/09/2017,3.858,-105.5
+29/09/2017,3.858,-105.51
+30/09/2017,3.858,-105.52
+01/10/2017,0.691,-105.53
+02/10/2017,0.691,-105.54
+03/10/2017,0.691,-105.55
+04/10/2017,0.691,-105.56
+05/10/2017,0.691,-105.59
+06/10/2017,0.691,-105.6
+07/10/2017,0.691,-105.61
+08/10/2017,0.691,-105.62
+09/10/2017,0.691,-105.63
+10/10/2017,0.691,-105.64
+11/10/2017,0.691,
+12/10/2017,0.691,
+13/10/2017,0.691,-105.65
+14/10/2017,0.691,-105.66
+15/10/2017,0.691,-105.67
+16/10/2017,0.691,-105.68
+17/10/2017,0.691,-105.69
+18/10/2017,0.691,-105.7
+19/10/2017,0.691,-105.71
+20/10/2017,0.691,-105.72
+21/10/2017,0.691,-105.73
+22/10/2017,0.691,-105.74
+23/10/2017,0.691,-105.75
+24/10/2017,0.691,-105.76
+25/10/2017,0.691,-105.77
+26/10/2017,0.691,-105.78
+27/10/2017,0.691,-105.79
+28/10/2017,0.691,-105.8
+29/10/2017,0.691,-105.81
+30/10/2017,0.691,-105.82
+31/10/2017,0.691,-105.83
+01/11/2017,3.571,-105.84
+02/11/2017,3.571,-105.85
+03/11/2017,3.571,-105.86
+04/11/2017,3.571,-105.87
+05/11/2017,3.571,-105.88
+06/11/2017,3.571,-105.89
+07/11/2017,3.571,-105.9
+08/11/2017,3.571,-105.91
+09/11/2017,3.571,-105.92
+10/11/2017,3.571,-105.93
+11/11/2017,3.571,-105.94
+12/11/2017,3.571,-105.95
+13/11/2017,3.571,-105.96
+14/11/2017,3.571,-105.97
+15/11/2017,3.571,-105.98
+16/11/2017,3.571,-105.99
+17/11/2017,3.571,-106
+18/11/2017,3.571,-106.01
+19/11/2017,3.571,-106.02
+20/11/2017,3.571,-106.03
+21/11/2017,3.571,-106.04
+22/11/2017,3.571,-106.05
+23/11/2017,3.571,-106.06
+24/11/2017,3.571,-106.09
+25/11/2017,3.571,-106.1
+26/11/2017,3.571,-106.11
+27/11/2017,3.571,-106.12
+28/11/2017,3.571,-106.13
+29/11/2017,3.571,-106.14
+30/11/2017,3.571,-106.15
+01/12/2017,2.569,-106.16
+02/12/2017,2.569,
+03/12/2017,2.569,
+04/12/2017,2.569,-106.17
+05/12/2017,2.569,-106.18
+06/12/2017,2.569,-106.19
+07/12/2017,2.569,-106.2
+08/12/2017,2.569,-106.21
+09/12/2017,2.569,-106.22
+10/12/2017,2.569,-106.23
+11/12/2017,2.569,-106.24
+12/12/2017,2.569,-106.25
+13/12/2017,2.569,-106.26
+14/12/2017,2.569,-106.27
+15/12/2017,2.569,-106.28
+16/12/2017,2.569,-106.29
+17/12/2017,2.569,-106.3
+18/12/2017,2.569,-106.31
+19/12/2017,2.569,-106.32
+20/12/2017,2.569,-106.33
+21/12/2017,2.569,-106.34
+22/12/2017,2.569,-106.35
+23/12/2017,2.569,-106.36
+24/12/2017,2.569,-106.37
+25/12/2017,2.569,-106.38
+26/12/2017,2.569,-106.39
+27/12/2017,2.569,-106.4
+28/12/2017,2.569,-106.41
+29/12/2017,2.569,-106.42
+30/12/2017,2.569,-106.43
+31/12/2017,2.569,-106.44
+01/01/2018,1.315,-106.45
+02/01/2018,1.315,-106.46
+03/01/2018,1.315,-106.47
+04/01/2018,1.315,-106.48
+05/01/2018,1.315,-106.49
+06/01/2018,1.315,-106.5
+07/01/2018,1.315,-106.51
+08/01/2018,1.315,-106.52
+09/01/2018,1.315,-106.53
+10/01/2018,1.315,-106.54
+11/01/2018,1.315,-106.55
+12/01/2018,1.315,-106.56
+13/01/2018,1.315,-106.59
+14/01/2018,1.315,-106.6
+15/01/2018,1.315,-106.61
+16/01/2018,1.315,-106.62
+17/01/2018,1.315,-106.63
+18/01/2018,1.315,-106.64
+19/01/2018,1.315,-106.65
+20/01/2018,1.315,-106.66
+21/01/2018,1.315,-106.67
+22/01/2018,1.315,-106.68
+23/01/2018,1.315,
+24/01/2018,1.315,
+25/01/2018,1.315,-106.69
+26/01/2018,1.315,-106.7
+27/01/2018,1.315,-106.71
+28/01/2018,1.315,-106.72
+29/01/2018,1.315,-106.73
+30/01/2018,1.315,-106.74
+31/01/2018,1.315,-106.75
+01/02/2018,2.927,-106.76
+02/02/2018,2.927,-106.77
+03/02/2018,2.927,-106.78
+04/02/2018,2.927,-106.79
+05/02/2018,2.927,-106.8
+06/02/2018,2.927,-106.81
+07/02/2018,2.927,-106.82
+08/02/2018,2.927,-106.83
+09/02/2018,2.927,-106.84
+10/02/2018,2.927,-106.85
+11/02/2018,2.927,-106.86
+12/02/2018,2.927,-106.87
+13/02/2018,2.927,-106.88
+14/02/2018,2.927,-106.89
+15/02/2018,2.927,-106.9
+16/02/2018,2.927,-106.91
+17/02/2018,2.927,-106.92
+18/02/2018,2.927,-106.93
+19/02/2018,2.927,-106.94
+20/02/2018,2.927,-106.95
+21/02/2018,2.927,-106.96
+22/02/2018,2.927,-106.97
+23/02/2018,2.927,-106.98
+24/02/2018,2.927,-106.99
+25/02/2018,2.927,-107
+26/02/2018,2.927,-107.01
+27/02/2018,2.927,-107.02
+28/02/2018,2.927,-107.03
+01/03/2018,4.318,-107.04
+02/03/2018,4.318,-107.05
+03/03/2018,4.318,-107.06
+04/03/2018,4.318,-107.09
+05/03/2018,4.318,-107.1
+06/03/2018,4.318,-107.11
+07/03/2018,4.318,-107.12
+08/03/2018,4.318,-107.13
+09/03/2018,4.318,-107.14
+10/03/2018,4.318,-107.15
+11/03/2018,4.318,-107.16
+12/03/2018,4.318,-107.17
+13/03/2018,4.318,-107.18
+14/03/2018,4.318,-107.19
+15/03/2018,4.318,-107.2
+16/03/2018,4.318,
+17/03/2018,4.318,
+18/03/2018,4.318,-107.21
+19/03/2018,4.318,-107.22
+20/03/2018,4.318,-107.23
+21/03/2018,4.318,-107.24
+22/03/2018,4.318,-107.25
+23/03/2018,4.318,-107.26
+24/03/2018,4.318,-107.27
+25/03/2018,4.318,-107.28
+26/03/2018,4.318,-107.29
+27/03/2018,4.318,-107.3
+28/03/2018,4.318,-107.31
+29/03/2018,4.318,-107.32
+30/03/2018,4.318,-107.33
+31/03/2018,4.318,-107.34
+01/04/2018,1.797,-107.35
+02/04/2018,1.797,-107.36
+03/04/2018,1.797,-107.37
+04/04/2018,1.797,-107.38
+05/04/2018,1.797,-107.39
+06/04/2018,1.797,-107.4
+07/04/2018,1.797,-107.41
+08/04/2018,1.797,-107.42
+09/04/2018,1.797,-107.43
+10/04/2018,1.797,-107.44
+11/04/2018,1.797,-107.45
+12/04/2018,1.797,-107.46
+13/04/2018,1.797,-107.47
+14/04/2018,1.797,-107.48
+15/04/2018,1.797,-107.49
+16/04/2018,1.797,-107.5
+17/04/2018,1.797,-107.51
+18/04/2018,1.797,-107.52
+19/04/2018,1.797,-107.53
+20/04/2018,1.797,-107.54
+21/04/2018,1.797,-107.55
+22/04/2018,1.797,-107.56
+23/04/2018,1.797,-107.59
+24/04/2018,1.797,-107.6
+25/04/2018,1.797,-107.61
+26/04/2018,1.797,-107.62
+27/04/2018,1.797,-107.63
+28/04/2018,1.797,-107.64
+29/04/2018,1.797,-107.65
+30/04/2018,1.797,-107.66
+01/05/2018,3.803,-107.67
+02/05/2018,3.803,-107.68
+03/05/2018,3.803,-107.69
+04/05/2018,3.803,-107.7
+05/05/2018,3.803,-107.71
+06/05/2018,3.803,-107.72
+07/05/2018,3.803,
+08/05/2018,3.803,
+09/05/2018,3.803,-107.73
+10/05/2018,3.803,-107.74
+11/05/2018,3.803,-107.75
+12/05/2018,3.803,-107.76
+13/05/2018,3.803,-107.77
+14/05/2018,3.803,-107.78
+15/05/2018,3.803,-107.79
+16/05/2018,3.803,-107.8
+17/05/2018,3.803,-107.81
+18/05/2018,3.803,-107.82
+19/05/2018,3.803,-107.83
+20/05/2018,3.803,-107.84
+21/05/2018,3.803,-107.85
+22/05/2018,3.803,-107.86
+23/05/2018,3.803,-107.87
+24/05/2018,3.803,-107.88
+25/05/2018,3.803,-107.89
+26/05/2018,3.803,-107.9
+27/05/2018,3.803,-107.91
+28/05/2018,3.803,-107.92
+29/05/2018,3.803,-107.93
+30/05/2018,3.803,-107.94
+31/05/2018,3.803,-107.95
+01/06/2018,1.143,-107.96
+02/06/2018,1.143,-107.97
+03/06/2018,1.143,-107.98
+04/06/2018,1.143,-107.99
+05/06/2018,1.143,-108
+06/06/2018,1.143,-108.01
+07/06/2018,1.143,-108.02
+08/06/2018,1.143,-108.03
+09/06/2018,1.143,-108.04
+10/06/2018,1.143,-108.05
+11/06/2018,1.143,-108.06
+12/06/2018,1.143,-108.09
+13/06/2018,1.143,-108.1
+14/06/2018,1.143,-108.11
+15/06/2018,1.143,-108.12
+16/06/2018,1.143,-108.13
+17/06/2018,1.143,-108.14
+18/06/2018,1.143,-108.15
+19/06/2018,1.143,-108.16
+20/06/2018,1.143,-108.17
+21/06/2018,1.143,-108.18
+22/06/2018,1.143,-108.19
+23/06/2018,1.143,-108.2
+24/06/2018,1.143,-108.21
+25/06/2018,1.143,-108.22
+26/06/2018,1.143,-108.23
+27/06/2018,1.143,-108.24
+28/06/2018,1.143,
+29/06/2018,1.143,
+30/06/2018,1.143,-108.25
+01/07/2018,0.466,-108.26
+02/07/2018,0.466,-108.27
+03/07/2018,0.466,-108.28
+04/07/2018,0.466,-108.29
+05/07/2018,0.466,-108.3
+06/07/2018,0.466,-108.31
+07/07/2018,0.466,-108.32
+08/07/2018,0.466,-108.33
+09/07/2018,0.466,-108.34
+10/07/2018,0.466,-108.35
+11/07/2018,0.466,-108.36
+12/07/2018,0.466,-108.37
+13/07/2018,0.466,-108.38
+14/07/2018,0.466,-108.39
+15/07/2018,0.466,-108.4
+16/07/2018,0.466,-108.41
+17/07/2018,0.466,-108.42
+18/07/2018,0.466,-108.43
+19/07/2018,0.466,-108.44
+20/07/2018,0.466,-108.45
+21/07/2018,0.466,-108.46
+22/07/2018,0.466,-108.47
+23/07/2018,0.466,-108.48
+24/07/2018,0.466,-108.49
+25/07/2018,0.466,-108.5
+26/07/2018,0.466,-108.51
+27/07/2018,0.466,-108.52
+28/07/2018,0.466,-108.53
+29/07/2018,0.466,-108.54
+30/07/2018,0.466,-108.55
+31/07/2018,0.466,-108.56
+01/08/2018,3.005,-108.59
+02/08/2018,3.005,-108.6
+03/08/2018,3.005,-108.61
+04/08/2018,3.005,-108.62
+05/08/2018,3.005,-108.63
+06/08/2018,3.005,-108.64
+07/08/2018,3.005,-108.65
+08/08/2018,3.005,-108.66
+09/08/2018,3.005,-108.67
+10/08/2018,3.005,-108.68
+11/08/2018,3.005,-108.69
+12/08/2018,3.005,-108.7
+13/08/2018,3.005,-108.71
+14/08/2018,3.005,-108.72
+15/08/2018,3.005,-108.73
+16/08/2018,3.005,-108.74
+17/08/2018,3.005,-108.75
+18/08/2018,3.005,-108.76
+19/08/2018,3.005,
+20/08/2018,3.005,
+21/08/2018,3.005,-108.77
+22/08/2018,3.005,-108.78
+23/08/2018,3.005,-108.79
+24/08/2018,3.005,-108.8
+25/08/2018,3.005,-108.81
+26/08/2018,3.005,-108.82
+27/08/2018,3.005,-108.83
+28/08/2018,3.005,-108.84
+29/08/2018,3.005,-108.85
+30/08/2018,3.005,-108.86
+31/08/2018,3.005,-108.87
+01/09/2018,1.454,-108.88
+02/09/2018,1.454,-108.89
+03/09/2018,1.454,-108.9
+04/09/2018,1.454,-108.91
+05/09/2018,1.454,-108.92
+06/09/2018,1.454,-108.93
+07/09/2018,1.454,-108.94
+08/09/2018,1.454,-108.95
+09/09/2018,1.454,-108.96
+10/09/2018,1.454,-108.97
+11/09/2018,1.454,-108.98
+12/09/2018,1.454,-108.99
+13/09/2018,1.454,-109
+14/09/2018,1.454,-109.01
+15/09/2018,1.454,-109.02
+16/09/2018,1.454,-109.03
+17/09/2018,1.454,-109.04
+18/09/2018,1.454,-109.05
+19/09/2018,1.454,-109.06
+20/09/2018,1.454,-109.09
+21/09/2018,1.454,-109.1
+22/09/2018,1.454,-109.11
+23/09/2018,1.454,-109.12
+24/09/2018,1.454,-109.13
+25/09/2018,1.454,-109.14
+26/09/2018,1.454,-109.15
+27/09/2018,1.454,-109.16
+28/09/2018,1.454,-109.17
+29/09/2018,1.454,-109.18
+30/09/2018,1.454,-109.19
+01/10/2018,2.902,-109.2
+02/10/2018,2.902,-109.21
+03/10/2018,2.902,-109.22
+04/10/2018,2.902,-109.23
+05/10/2018,2.902,-109.24
+06/10/2018,2.902,-109.25
+07/10/2018,2.902,-109.26
+08/10/2018,2.902,-109.27
+09/10/2018,2.902,-109.28
+10/10/2018,2.902,
+11/10/2018,2.902,
+12/10/2018,2.902,-109.29
+13/10/2018,2.902,-109.3
+14/10/2018,2.902,-109.31
+15/10/2018,2.902,-109.32
+16/10/2018,2.902,-109.33
+17/10/2018,2.902,-109.34
+18/10/2018,2.902,-109.35
+19/10/2018,2.902,-109.36
+20/10/2018,2.902,-109.37
+21/10/2018,2.902,-109.38
+22/10/2018,2.902,-109.39
+23/10/2018,2.902,-109.4
+24/10/2018,2.902,-109.41
+25/10/2018,2.902,-109.42
+26/10/2018,2.902,-109.43
+27/10/2018,2.902,-109.44
+28/10/2018,2.902,-109.45
+29/10/2018,2.902,-109.46
+30/10/2018,2.902,-109.47
+31/10/2018,2.902,-109.48
+01/11/2018,5.376,-109.49
+02/11/2018,5.376,-109.5
+03/11/2018,5.376,-109.51
+04/11/2018,5.376,-109.52
+05/11/2018,5.376,-109.53
+06/11/2018,5.376,-109.54
+07/11/2018,5.376,-109.55
+08/11/2018,5.376,-109.56
+09/11/2018,5.376,-109.59
+10/11/2018,5.376,-109.6
+11/11/2018,5.376,-109.61
+12/11/2018,5.376,-109.62
+13/11/2018,5.376,-109.63
+14/11/2018,5.376,-109.64
+15/11/2018,5.376,-109.65
+16/11/2018,5.376,-109.66
+17/11/2018,5.376,-109.67
+18/11/2018,5.376,-109.68
+19/11/2018,5.376,-109.69
+20/11/2018,5.376,-109.7
+21/11/2018,5.376,-109.71
+22/11/2018,5.376,-109.72
+23/11/2018,5.376,-109.73
+24/11/2018,5.376,-109.74
+25/11/2018,5.376,-109.75
+26/11/2018,5.376,-109.76
+27/11/2018,5.376,-109.77
+28/11/2018,5.376,-109.78
+29/11/2018,5.376,-109.79
+30/11/2018,5.376,-109.8
+01/12/2018,1.824,
+02/12/2018,1.824,
+03/12/2018,1.824,-109.81
+04/12/2018,1.824,-109.82
+05/12/2018,1.824,-109.83
+06/12/2018,1.824,-109.84
+07/12/2018,1.824,-109.85
+08/12/2018,1.824,-109.86
+09/12/2018,1.824,-109.87
+10/12/2018,1.824,-109.88
+11/12/2018,1.824,-109.89
+12/12/2018,1.824,-109.9
+13/12/2018,1.824,-109.91
+14/12/2018,1.824,-109.92
+15/12/2018,1.824,-109.93
+16/12/2018,1.824,-109.94
+17/12/2018,1.824,-109.95
+18/12/2018,1.824,-109.96
+19/12/2018,1.824,-109.97
+20/12/2018,1.824,-109.98
+21/12/2018,1.824,-109.99
+22/12/2018,1.824,-110
+23/12/2018,1.824,-110.01
+24/12/2018,1.824,-110.02
+25/12/2018,1.824,-110.03
+26/12/2018,1.824,-110.04
+27/12/2018,1.824,-110.05
+28/12/2018,1.824,-110.06
+29/12/2018,1.824,-110.09
+30/12/2018,1.824,-110.1
+31/12/2018,1.824,-110.11
+01/01/2019,2.242,-110.12
+02/01/2019,2.242,-110.13
+03/01/2019,2.242,-110.14
+04/01/2019,2.242,-110.15
+05/01/2019,2.242,-110.16
+06/01/2019,2.242,-110.17
+07/01/2019,2.242,-110.18
+08/01/2019,2.242,-110.19
+09/01/2019,2.242,-110.2
+10/01/2019,2.242,-110.21
+11/01/2019,2.242,-110.22
+12/01/2019,2.242,-110.23
+13/01/2019,2.242,-110.24
+14/01/2019,2.242,-110.25
+15/01/2019,2.242,-110.26
+16/01/2019,2.242,-110.27
+17/01/2019,2.242,-110.28
+18/01/2019,2.242,-110.29
+19/01/2019,2.242,-110.3
+20/01/2019,2.242,-110.31
+21/01/2019,2.242,-110.32
+22/01/2019,2.242,
+23/01/2019,2.242,
+24/01/2019,2.242,-110.33
+25/01/2019,2.242,-110.34
+26/01/2019,2.242,-110.35
+27/01/2019,2.242,-110.36
+28/01/2019,2.242,-110.37
+29/01/2019,2.242,-110.38
+30/01/2019,2.242,-110.39
+31/01/2019,2.242,-110.4
+01/02/2019,1.822,-110.41
+02/02/2019,1.822,-110.42
+03/02/2019,1.822,-110.43
+04/02/2019,1.822,-110.44
+05/02/2019,1.822,-110.45
+06/02/2019,1.822,-110.46
+07/02/2019,1.822,-110.47
+08/02/2019,1.822,-110.48
+09/02/2019,1.822,-110.49
+10/02/2019,1.822,-110.5
+11/02/2019,1.822,-110.51
+12/02/2019,1.822,-110.52
+13/02/2019,1.822,-110.53
+14/02/2019,1.822,-110.54
+15/02/2019,1.822,-110.55
+16/02/2019,1.822,-110.56
+17/02/2019,1.822,-110.59
+18/02/2019,1.822,-110.6
+19/02/2019,1.822,-110.61
+20/02/2019,1.822,-110.62
+21/02/2019,1.822,-110.63
+22/02/2019,1.822,-110.64
+23/02/2019,1.822,-110.65
+24/02/2019,1.822,-110.66
+25/02/2019,1.822,-110.67
+26/02/2019,1.822,-110.68
+27/02/2019,1.822,-110.69
+28/02/2019,1.822,-110.7
+01/03/2019,1.041,-110.71
+02/03/2019,1.041,-110.72
+03/03/2019,1.041,-110.73
+04/03/2019,1.041,-110.74
+05/03/2019,1.041,-110.75
+06/03/2019,1.041,-110.76
+07/03/2019,1.041,-110.77
+08/03/2019,1.041,-110.78
+09/03/2019,1.041,-110.79
+10/03/2019,1.041,-110.8
+11/03/2019,1.041,-110.81
+12/03/2019,1.041,-110.82
+13/03/2019,1.041,-110.83
+14/03/2019,1.041,-110.84
+15/03/2019,1.041,
+16/03/2019,1.041,
+17/03/2019,1.041,-110.85
+18/03/2019,1.041,-110.86
+19/03/2019,1.041,-110.87
+20/03/2019,1.041,-110.88
+21/03/2019,1.041,-110.89
+22/03/2019,1.041,-110.9
+23/03/2019,1.041,-110.91
+24/03/2019,1.041,-110.92
+25/03/2019,1.041,-110.93
+26/03/2019,1.041,-110.94
+27/03/2019,1.041,-110.95
+28/03/2019,1.041,-110.96
+29/03/2019,1.041,-110.97
+30/03/2019,1.041,-110.98
+31/03/2019,1.041,-110.99
+01/04/2019,2.611,-111
+02/04/2019,2.611,-111.01
+03/04/2019,2.611,-111.02
+04/04/2019,2.611,-111.03
+05/04/2019,2.611,-111.04
+06/04/2019,2.611,-111.05
+07/04/2019,2.611,-111.06
+08/04/2019,2.611,-111.09
+09/04/2019,2.611,-111.1
+10/04/2019,2.611,-111.11
+11/04/2019,2.611,-111.12
+12/04/2019,2.611,-111.13
+13/04/2019,2.611,-111.14
+14/04/2019,2.611,-111.15
+15/04/2019,2.611,-111.16
+16/04/2019,2.611,-111.17
+17/04/2019,2.611,-111.18
+18/04/2019,2.611,-111.19
+19/04/2019,2.611,-111.2
+20/04/2019,2.611,-111.21
+21/04/2019,2.611,-111.22
+22/04/2019,2.611,-111.23
+23/04/2019,2.611,-111.24
+24/04/2019,2.611,-111.25
+25/04/2019,2.611,-111.26
+26/04/2019,2.611,-111.27
+27/04/2019,2.611,-111.28
+28/04/2019,2.611,-111.29
+29/04/2019,2.611,-111.3
+30/04/2019,2.611,-111.31
+01/05/2019,3.544,-111.32
+02/05/2019,3.544,-111.33
+03/05/2019,3.544,-111.34
+04/05/2019,3.544,-111.35
+05/05/2019,3.544,-111.36
+06/05/2019,3.544,
+07/05/2019,3.544,
+08/05/2019,3.544,-111.37
+09/05/2019,3.544,-111.38
+10/05/2019,3.544,-111.39
+11/05/2019,3.544,-111.4
+12/05/2019,3.544,-111.41
+13/05/2019,3.544,-111.42
+14/05/2019,3.544,-111.43
+15/05/2019,3.544,-111.44
+16/05/2019,3.544,-111.45
+17/05/2019,3.544,-111.46
+18/05/2019,3.544,-111.47
+19/05/2019,3.544,-111.48
+20/05/2019,3.544,-111.49
+21/05/2019,3.544,-111.5
+22/05/2019,3.544,-111.51
+23/05/2019,3.544,-111.52
+24/05/2019,3.544,-111.53
+25/05/2019,3.544,-111.54
+26/05/2019,3.544,-111.55
+27/05/2019,3.544,-111.56
+28/05/2019,3.544,-111.59
+29/05/2019,3.544,-111.6
+30/05/2019,3.544,-111.61
+31/05/2019,3.544,-111.62
+01/06/2019,0.778,-111.63
+02/06/2019,0.778,-111.64
+03/06/2019,0.778,-111.65
+04/06/2019,0.778,-111.66
+05/06/2019,0.778,-111.67
+06/06/2019,0.778,-111.68
+07/06/2019,0.778,-111.69
+08/06/2019,0.778,-111.7
+09/06/2019,0.778,-111.71
+10/06/2019,0.778,-111.72
+11/06/2019,0.778,-111.73
+12/06/2019,0.778,-111.74
+13/06/2019,0.778,-111.75
+14/06/2019,0.778,-111.76
+15/06/2019,0.778,-111.77
+16/06/2019,0.778,-111.78
+17/06/2019,0.778,-111.79
+18/06/2019,0.778,-111.8
+19/06/2019,0.778,-111.81
+20/06/2019,0.778,-111.82
+21/06/2019,0.778,-111.83
+22/06/2019,0.778,-111.84
+23/06/2019,0.778,-111.85
+24/06/2019,0.778,-111.86
+25/06/2019,0.778,-111.87
+26/06/2019,0.778,-111.88
+27/06/2019,0.778,
+28/06/2019,0.778,
+29/06/2019,0.778,-111.89
+30/06/2019,0.778,-111.9
+01/07/2019,2.402,-111.91
+02/07/2019,2.402,-111.92
+03/07/2019,2.402,-111.93
+04/07/2019,2.402,-111.94
+05/07/2019,2.402,-111.95
+06/07/2019,2.402,-111.96
+07/07/2019,2.402,-111.97
+08/07/2019,2.402,-111.98
+09/07/2019,2.402,-111.99
+10/07/2019,2.402,-112
+11/07/2019,2.402,-112.01
+12/07/2019,2.402,-112.02
+13/07/2019,2.402,-112.03
+14/07/2019,2.402,-112.04
+15/07/2019,2.402,-112.05
+16/07/2019,2.402,-112.06
+17/07/2019,2.402,-112.09
+18/07/2019,2.402,-112.1
+19/07/2019,2.402,-112.11
+20/07/2019,2.402,-112.12
+21/07/2019,2.402,-112.13
+22/07/2019,2.402,-112.14
+23/07/2019,2.402,-112.15
+24/07/2019,2.402,-112.16
+25/07/2019,2.402,-112.17
+26/07/2019,2.402,-112.18
+27/07/2019,2.402,-112.19
+28/07/2019,2.402,-112.2
+29/07/2019,2.402,-112.21
+30/07/2019,2.402,-112.22
+31/07/2019,2.402,-112.23
+01/08/2019,0.733,-112.24
+02/08/2019,0.733,-112.25
+03/08/2019,0.733,-112.26
+04/08/2019,0.733,-112.27
+05/08/2019,0.733,-112.28
+06/08/2019,0.733,-112.29
+07/08/2019,0.733,-112.3
+08/08/2019,0.733,-112.31
+09/08/2019,0.733,-112.32
+10/08/2019,0.733,-112.33
+11/08/2019,0.733,-112.34
+12/08/2019,0.733,-112.35
+13/08/2019,0.733,-112.36
+14/08/2019,0.733,-112.37
+15/08/2019,0.733,-112.38
+16/08/2019,0.733,-112.39
+17/08/2019,0.733,-112.4
+18/08/2019,0.733,
+19/08/2019,0.733,
+20/08/2019,0.733,-112.41
+21/08/2019,0.733,-112.42
+22/08/2019,0.733,-112.43
+23/08/2019,0.733,-112.44
+24/08/2019,0.733,-112.45
+25/08/2019,0.733,-112.46
+26/08/2019,0.733,-112.47
+27/08/2019,0.733,-112.48
+28/08/2019,0.733,-112.49
+29/08/2019,0.733,-112.5
+30/08/2019,0.733,-112.51
+31/08/2019,0.733,-112.52
+01/09/2019,3,-112.53
+02/09/2019,3,-112.54
+03/09/2019,3,-112.55
+04/09/2019,3,-112.56
+05/09/2019,3,-112.59
+06/09/2019,3,-112.6
+07/09/2019,3,-112.61
+08/09/2019,3,-112.62
+09/09/2019,3,-112.63
+10/09/2019,3,-112.64
+11/09/2019,3,-112.65
+12/09/2019,3,-112.66
+13/09/2019,3,-112.67
+14/09/2019,3,-112.68
+15/09/2019,3,-112.69
+16/09/2019,3,-112.7
+17/09/2019,3,-112.71
+18/09/2019,3,-112.72
+19/09/2019,3,-112.73
+20/09/2019,3,-112.74
+21/09/2019,3,-112.75
+22/09/2019,3,-112.76
+23/09/2019,3,-112.77
+24/09/2019,3,-112.78
+25/09/2019,3,-112.79
+26/09/2019,3,-112.8
+27/09/2019,3,-112.81
+28/09/2019,3,-112.82
+29/09/2019,3,-112.83
+30/09/2019,3,-112.84
+01/10/2019,1.436,-112.85
+02/10/2019,1.436,-112.86
+03/10/2019,1.436,-112.87
+04/10/2019,1.436,-112.88
+05/10/2019,1.436,-112.89
+06/10/2019,1.436,-112.9
+07/10/2019,1.436,-112.91
+08/10/2019,1.436,-112.92
+09/10/2019,1.436,
+10/10/2019,1.436,
+11/10/2019,1.436,-112.93
+12/10/2019,1.436,-112.94
+13/10/2019,1.436,-112.95
+14/10/2019,1.436,-112.96
+15/10/2019,1.436,-112.97
+16/10/2019,1.436,-112.98
+17/10/2019,1.436,-112.99
+18/10/2019,1.436,-113
+19/10/2019,1.436,-113.01
+20/10/2019,1.436,-113.02
+21/10/2019,1.436,-113.03
+22/10/2019,1.436,-113.04
+23/10/2019,1.436,-113.05
+24/10/2019,1.436,-113.06
+25/10/2019,1.436,-113.09
+26/10/2019,1.436,-113.1
+27/10/2019,1.436,-113.11
+28/10/2019,1.436,-113.12
+29/10/2019,1.436,-113.13
+30/10/2019,1.436,-113.14
+31/10/2019,1.436,-113.15
+01/11/2019,9.084,-113.16
+02/11/2019,9.084,-113.17
+03/11/2019,9.084,-113.18
+04/11/2019,9.084,-113.19
+05/11/2019,9.084,-113.2
+06/11/2019,9.084,-113.21
+07/11/2019,9.084,-113.22
+08/11/2019,9.084,-113.23
+09/11/2019,9.084,-113.24
+10/11/2019,9.084,-113.25
+11/11/2019,9.084,-113.26
+12/11/2019,9.084,-113.27
+13/11/2019,9.084,-113.28
+14/11/2019,9.084,-113.29
+15/11/2019,9.084,-113.3
+16/11/2019,9.084,-113.31
+17/11/2019,9.084,-113.32
+18/11/2019,9.084,-113.33
+19/11/2019,9.084,-113.34
+20/11/2019,9.084,-113.35
+21/11/2019,9.084,-113.36
+22/11/2019,9.084,-113.37
+23/11/2019,9.084,-113.38
+24/11/2019,9.084,-113.39
+25/11/2019,9.084,-113.4
+26/11/2019,9.084,-113.41
+27/11/2019,9.084,-113.42
+28/11/2019,9.084,-113.43
+29/11/2019,9.084,-113.44
+30/11/2019,9.084,
+01/12/2019,2.6,
+02/12/2019,2.6,-113.45
+03/12/2019,2.6,-113.46
+04/12/2019,2.6,-113.47
+05/12/2019,2.6,-113.48
+06/12/2019,2.6,-113.49
+07/12/2019,2.6,-113.5
+08/12/2019,2.6,-113.51
+09/12/2019,2.6,-113.52
+10/12/2019,2.6,-113.53
+11/12/2019,2.6,-113.54
+12/12/2019,2.6,-113.55
+13/12/2019,2.6,-113.56
+14/12/2019,2.6,-113.59
+15/12/2019,2.6,-113.6
+16/12/2019,2.6,-113.61
+17/12/2019,2.6,-113.62
+18/12/2019,2.6,-113.63
+19/12/2019,2.6,-113.64
+20/12/2019,2.6,-113.65
+21/12/2019,2.6,-113.66
+22/12/2019,2.6,-113.67
+23/12/2019,2.6,-113.68
+24/12/2019,2.6,-113.69
+25/12/2019,2.6,-113.7
+26/12/2019,2.6,-113.71
+27/12/2019,2.6,-113.72
+28/12/2019,2.6,-113.73
+29/12/2019,2.6,-113.74
+30/12/2019,2.6,-113.75
+31/12/2019,2.6,-113.76
+01/01/2020,2.2,-113.77
+02/01/2020,0.2,-113.78
+03/01/2020,0,-113.79
+04/01/2020,0,-113.8
+05/01/2020,0.2,-113.81
+06/01/2020,0,-113.82
+07/01/2020,0,-113.83
+08/01/2020,0,-113.84
+09/01/2020,0.2,-113.85
+10/01/2020,0,-113.86
+11/01/2020,0,-113.87
+12/01/2020,0.2,-113.88
+13/01/2020,0.2,-113.89
+14/01/2020,0,-113.9
+15/01/2020,0.2,-113.91
+16/01/2020,0,-113.92
+17/01/2020,0.2,-113.93
+18/01/2020,7.8,-113.94
+19/01/2020,1.6,-113.95
+20/01/2020,0,-113.96
+21/01/2020,0,-113.96
+22/01/2020,0,-113.96
+23/01/2020,0.2,-113.97
+24/01/2020,0,-113.98
+25/01/2020,4.2,-113.99
+26/01/2020,0.2,-114
+27/01/2020,0.2,-114.01
+28/01/2020,2.2,-114.02
+29/01/2020,0.2,-114.03
+30/01/2020,0.2,-114.04
+31/01/2020,0,-114.05
+01/02/2020,16.4,-114.06
+02/02/2020,2.4,-114.09
+03/02/2020,0,-114.1
+04/02/2020,3,-114.11
+05/02/2020,0.8,-114.12
+06/02/2020,0,-114.13
+07/02/2020,0,-114.14
+08/02/2020,0,-114.15
+09/02/2020,0.2,-114.16
+10/02/2020,0.4,-114.17
+11/02/2020,0,-114.18
+12/02/2020,0.2,-114.19
+13/02/2020,0,-114.2
+14/02/2020,8.2,-114.21
+15/02/2020,0,-114.22
+16/02/2020,0.2,-114.23
+17/02/2020,0,-114.24
+18/02/2020,0,-114.25
+19/02/2020,4.6,-114.26
+20/02/2020,0.2,-106.92
+21/02/2020,0,-106.47
+22/02/2020,0,-105.96
+23/02/2020,0,-105.6
+24/02/2020,0,-105.29
+25/02/2020,0,-104.93
+26/02/2020,5,-104.82
+27/02/2020,4.8,-104.49
+28/02/2020,6.2,-104.15
+29/02/2020,0,-103.78
+01/03/2020,0,
+02/03/2020,18.8,-103.27
+03/03/2020,8.8,-104.06
+04/03/2020,0.2,-104.49
+05/03/2020,0.2,-104.57
+06/03/2020,8.6,-104.56
+07/03/2020,2.6,-104.35
+08/03/2020,0.2,-104.22
+09/03/2020,0,-104.08
+10/03/2020,0,-103.83
+11/03/2020,0,-103.54
+12/03/2020,0,-103.34
+13/03/2020,0,-103.24
+14/03/2020,0,-103.1
+15/03/2020,0.2,-103.09
+16/03/2020,0,-102.92
+17/03/2020,0,-102.6
+18/03/2020,0,-102.5
+19/03/2020,0.2,-102.39
+20/03/2020,0,-102.42
+21/03/2020,0,-102.5
+22/03/2020,0,-102.26
+23/03/2020,0,-102.58
+24/03/2020,0.6,-102.38
+25/03/2020,0,-102.24
+26/03/2020,0,-102.27
+27/03/2020,0,-102.11
+28/03/2020,9.2,-102.03
+29/03/2020,2.6,-101.89
+30/03/2020,1.6,-101.7
+31/03/2020,1.2,-101.89
+01/04/2020,0.4,-101.61
+02/04/2020,0,-101.36
+03/04/2020,0,-101.2
+04/04/2020,0,-101.07
+05/04/2020,0,-100.89
+06/04/2020,0,-100.65
+07/04/2020,0,-100.23
+08/04/2020,0,-99.91
+09/04/2020,0,-99.65
+10/04/2020,0,-99.35
+11/04/2020,0,-99.11
+12/04/2020,0,-98.8
+13/04/2020,0,-98.59
+14/04/2020,1.4,-98.37
+15/04/2020,0,-98.23
+16/04/2020,0,-97.92
+17/04/2020,0,-97.61
+18/04/2020,0,-97.26
+19/04/2020,0,-96.89
+20/04/2020,18.2,-96.58
+21/04/2020,1,-96.48
+22/04/2020,8.8,-96.22
+23/04/2020,0,-95.96
+24/04/2020,0,-95.74
+25/04/2020,0.2,-95.39
+26/04/2020,0,-95.06
+27/04/2020,0,-94.85
+28/04/2020,15.4,-94.8
+29/04/2020,6.8,-94.62
+30/04/2020,0,-94.21
+01/05/2020,0,-93.99
+02/05/2020,1.6,-93.65
+03/05/2020,0,-93.26
+04/05/2020,0,-92.82
+05/05/2020,0,-92.46
+06/05/2020,0,-92.06
+07/05/2020,0,-91.65
+08/05/2020,0,-91.28
+09/05/2020,0,-90.88
+10/05/2020,0,-90.49
+11/05/2020,2.8,-90.17
+12/05/2020,5.6,-89.78
+13/05/2020,0.4,-89.49
+14/05/2020,0,-89.15
+15/05/2020,0,-88.63
+16/05/2020,0,-88.08
+17/05/2020,0,-87.86
+18/05/2020,0,-87.42
+19/05/2020,76,-87.04
+20/05/2020,3.2,-86.76
+21/05/2020,0,-86.51
+22/05/2020,0,-86.24
+23/05/2020,0,-85.86
+24/05/2020,0,-85.45
+25/05/2020,0,-85
+26/05/2020,0,-84.61
+27/05/2020,0,-84.13
+28/05/2020,0,-83.75
+29/05/2020,22.8,-83.37
+30/05/2020,2.4,-83.18
+31/05/2020,0.4,-82.93
+01/06/2020,0,-82.48
+02/06/2020,4.4,-81.83
+03/06/2020,0.6,-81.64
+04/06/2020,8,-81.23
+05/06/2020,20,-81.51
+06/06/2020,0.2,-81.16
+07/06/2020,0,-80.81
+08/06/2020,2.6,-80.27
+09/06/2020,1.6,-79.73
+10/06/2020,3.6,-79.3
+11/06/2020,6.2,-79.12
+12/06/2020,0.2,-78.63
+13/06/2020,0.8,-78.29
+14/06/2020,1.6,-77.9
+15/06/2020,4.8,-77.43
+16/06/2020,0.6,-77.14
+17/06/2020,10,-76.89
+18/06/2020,2.8,-76.42
+19/06/2020,0.2,-76.39
+20/06/2020,0,-76.01
+21/06/2020,0,-75.64
+22/06/2020,0,-75.31
+23/06/2020,0,-74.88
+24/06/2020,0,-74.58
+25/06/2020,0,-74.29
+26/06/2020,0,-73.93
+27/06/2020,0,-73.6
+28/06/2020,0,-73.14
+29/06/2020,0,-72.88
+30/06/2020,0,-72.55
\ No newline at end of file
diff --git a/Ricardo/Time-Series/Data/Water_Spring_Madonna_di_Canneto.csv b/Ricardo/Time-Series/Data/Water_Spring_Madonna_di_Canneto.csv
new file mode 100644
index 0000000000..2759ee5a8d
--- /dev/null
+++ b/Ricardo/Time-Series/Data/Water_Spring_Madonna_di_Canneto.csv
@@ -0,0 +1,3114 @@
+Date,Rainfall_Settefrati,Temperature_Settefrati,Flow_Rate_Madonna_di_Canneto
+01/01/2012,0,5.25,
+02/01/2012,5.6,6.65,
+03/01/2012,10,8.85,
+04/01/2012,0,6.75,
+05/01/2012,1,5.55,
+06/01/2012,5.2,5.05,
+07/01/2012,0,4.3,
+08/01/2012,0,5.7,
+09/01/2012,0,3.15,
+10/01/2012,0.2,4.4,
+11/01/2012,0,4.75,
+12/01/2012,0,6.7,
+13/01/2012,0,5.2,
+14/01/2012,0,4.3,
+15/01/2012,0,2,
+16/01/2012,0,-0.05,
+17/01/2012,0,0.25,
+18/01/2012,0,2.65,
+19/01/2012,0,3.8,
+20/01/2012,8.4,5.65,
+21/01/2012,0,6.3,
+22/01/2012,0,6.4,
+23/01/2012,0,6.8,
+24/01/2012,0.2,7,
+25/01/2012,0,1.85,
+26/01/2012,0,2,
+27/01/2012,0,2.8,
+28/01/2012,0,3.35,
+29/01/2012,0,4.65,
+30/01/2012,0,4.55,
+31/01/2012,3,1.2,
+01/02/2012,13.8,0.4,
+02/02/2012,7.2,0.6,
+03/02/2012,9.2,0.3,
+04/02/2012,4.8,0.3,
+05/02/2012,1.8,-0.5,
+06/02/2012,5.6,-0.6,
+07/02/2012,1.2,-1.1,
+08/02/2012,7.8,2.05,
+09/02/2012,14.8,0.8,
+10/02/2012,1,-0.35,
+11/02/2012,10.4,0.6,
+12/02/2012,13.2,0.25,
+13/02/2012,16.4,-0.55,
+14/02/2012,11,-1.1,
+15/02/2012,1.2,-1.3,
+16/02/2012,0,2.9,
+17/02/2012,0,2,
+18/02/2012,0,4.75,
+19/02/2012,2.8,4.9,
+20/02/2012,8.8,5.4,
+21/02/2012,0.2,7.2,
+22/02/2012,0,7.35,
+23/02/2012,0,8.65,
+24/02/2012,0,9.8,
+25/02/2012,0,11.05,
+26/02/2012,0,8.25,
+27/02/2012,2.2,3.7,
+28/02/2012,0,5.15,
+29/02/2012,0,9.75,
+01/03/2012,0,13.25,
+02/03/2012,0,12.35,
+03/03/2012,0,9.8,
+04/03/2012,0,8.25,
+05/03/2012,8.8,9.25,
+06/03/2012,7.6,5.55,
+07/03/2012,0,6.05,
+08/03/2012,0,5.35,
+09/03/2012,0,7.5,
+10/03/2012,0,9.2,
+11/03/2012,0,9.15,
+12/03/2012,0,8.35,
+13/03/2012,0,9.15,
+14/03/2012,0,9.25,
+15/03/2012,0,11.75,
+16/03/2012,0,12.65,
+17/03/2012,0,11.55,
+18/03/2012,0,12.25,
+19/03/2012,0,12.2,
+20/03/2012,0,14.1,
+21/03/2012,0,15.2,
+22/03/2012,0,15.5,
+23/03/2012,0,14.3,
+24/03/2012,0,12.95,
+25/03/2012,0,12.05,
+26/03/2012,0,13.3,
+27/03/2012,0,12.8,
+28/03/2012,0,14,
+29/03/2012,0,13.9,
+30/03/2012,0,12.05,
+31/03/2012,0,12.35,
+01/04/2012,0,11.6,
+02/04/2012,0.2,13.2,
+03/04/2012,0.4,15.7,
+04/04/2012,0,16.05,
+05/04/2012,38.6,12.3,
+06/04/2012,0.2,12.9,
+07/04/2012,5.6,8.75,
+08/04/2012,19.4,8,
+09/04/2012,0.2,6.25,
+10/04/2012,0,8.7,
+11/04/2012,12.6,7.45,
+12/04/2012,0.2,9.65,
+13/04/2012,14.8,8.45,
+14/04/2012,19.4,9.25,
+15/04/2012,9.4,9.15,
+16/04/2012,8.2,9.4,
+17/04/2012,2.2,8.65,
+18/04/2012,3,8.75,
+19/04/2012,13,9.35,
+20/04/2012,21,7.2,
+21/04/2012,0.4,9.9,
+22/04/2012,5.2,11.25,
+23/04/2012,10,9.8,
+24/04/2012,3.6,10.8,
+25/04/2012,0,10.75,
+26/04/2012,0,13.35,
+27/04/2012,0,18.65,
+28/04/2012,0,21.65,
+29/04/2012,0,18.3,
+30/04/2012,0,18.95,
+01/05/2012,0.4,18.8,
+02/05/2012,0,16.65,
+03/05/2012,0,14.95,
+04/05/2012,0,13.7,
+05/05/2012,0,13.35,
+06/05/2012,2.4,12.2,
+07/05/2012,5.6,13,
+08/05/2012,0.2,14.7,
+09/05/2012,0,15.95,
+10/05/2012,0,18.2,
+11/05/2012,0,19.5,
+12/05/2012,0,20.35,
+13/05/2012,0,19.3,
+14/05/2012,14.4,10.05,
+15/05/2012,0,10.85,
+16/05/2012,6.6,11.3,
+17/05/2012,0,10.7,
+18/05/2012,0,11.85,
+19/05/2012,0,16,
+20/05/2012,0.4,17,
+21/05/2012,10.6,13.3,
+22/05/2012,8,10.5,
+23/05/2012,0.8,12.3,
+24/05/2012,0.2,17,
+25/05/2012,0,19.05,
+26/05/2012,17.6,14.45,
+27/05/2012,0.2,14.5,
+28/05/2012,7,12.75,
+29/05/2012,0.6,14.35,
+30/05/2012,4.8,17.55,
+31/05/2012,17.2,17.35,
+01/06/2012,0,17.15,
+02/06/2012,0,18.25,
+03/06/2012,0,19.3,
+04/06/2012,4,16,
+05/06/2012,0.2,15.95,
+06/06/2012,0,17.85,
+07/06/2012,0,19.35,
+08/06/2012,0,22.95,
+09/06/2012,0,22.1,
+10/06/2012,0,20.1,
+11/06/2012,0,18.45,
+12/06/2012,0,17.8,
+13/06/2012,0,16.4,
+14/06/2012,0,17.95,
+15/06/2012,0,20.85,
+16/06/2012,0,23.8,
+17/06/2012,0,25.5,
+18/06/2012,0,25.85,
+19/06/2012,0,26.55,
+20/06/2012,0,26.7,
+21/06/2012,0,25.95,
+22/06/2012,0,25.45,
+23/06/2012,0,26,
+24/06/2012,0,25.05,
+25/06/2012,0,23.55,
+26/06/2012,1.6,24.15,
+27/06/2012,5.6,23.25,
+28/06/2012,0.4,24.1,
+29/06/2012,0,25.65,
+30/06/2012,0,27,
+01/07/2012,0,28.5,
+02/07/2012,0,27.15,
+03/07/2012,0,24.4,
+04/07/2012,0,23.3,
+05/07/2012,0,23.65,
+06/07/2012,0,23.45,
+07/07/2012,0,24.15,
+08/07/2012,0,25.45,
+09/07/2012,0,26.55,
+10/07/2012,0,26.95,
+11/07/2012,0,26,
+12/07/2012,0.2,23.8,
+13/07/2012,0,24,
+14/07/2012,0,24.95,
+15/07/2012,0,25.8,
+16/07/2012,0,22.65,
+17/07/2012,0,23.05,
+18/07/2012,0,24.25,
+19/07/2012,0,25.55,
+20/07/2012,0,25.9,
+21/07/2012,0,25.15,
+22/07/2012,0.4,23,
+23/07/2012,22,17.5,
+24/07/2012,31.2,19.3,
+25/07/2012,2.2,19.4,
+26/07/2012,0.2,21.8,
+27/07/2012,0,24.95,
+28/07/2012,0,26.95,
+29/07/2012,0,26.2,
+30/07/2012,0,25.8,
+31/07/2012,0,25.35,
+01/08/2012,0,26.2,
+02/08/2012,0.4,25.7,
+03/08/2012,0,25.5,
+04/08/2012,0,25.85,
+05/08/2012,0,26.45,
+06/08/2012,0,27.25,
+07/08/2012,0,29.9,
+08/08/2012,0,27.45,
+09/08/2012,0,26.4,
+10/08/2012,8.2,24.35,
+11/08/2012,0,21.55,
+12/08/2012,0,21.85,
+13/08/2012,0,23.45,
+14/08/2012,15.9,24.2,
+15/08/2012,0,24.7,
+16/08/2012,0,24.3,
+17/08/2012,0,25.4,
+18/08/2012,0,27.05,
+19/08/2012,0,26.6,
+20/08/2012,0,27.05,
+21/08/2012,0,27.3,
+22/08/2012,2.8,27.85,
+23/08/2012,0.4,27.25,
+24/08/2012,0,26.35,
+25/08/2012,0,24.8,
+26/08/2012,0.2,23.6,
+27/08/2012,0,23.15,
+28/08/2012,0,22.2,
+29/08/2012,0,23.65,
+30/08/2012,0,24.55,
+31/08/2012,0,23.6,
+01/09/2012,0,17.5,
+02/09/2012,0,19.35,
+03/09/2012,13.9,18.45,
+04/09/2012,5.8,17.25,
+05/09/2012,4.6,18.2,
+06/09/2012,5.4,19.95,
+07/09/2012,0,20.3,
+08/09/2012,0,20.75,
+09/09/2012,1.7,20.6,
+10/09/2012,2.4,20.35,
+11/09/2012,0.2,19.8,
+12/09/2012,0.2,20,
+13/09/2012,26,15.95,
+14/09/2012,18,15,
+15/09/2012,0,16,
+16/09/2012,0,17.35,
+17/09/2012,0,17.05,
+18/09/2012,0,17.7,
+19/09/2012,6.8,17.55,
+20/09/2012,0.8,16.55,
+21/09/2012,0,15.4,
+22/09/2012,0,17.35,
+23/09/2012,0,19.85,
+24/09/2012,0,20.75,
+25/09/2012,0,18.7,
+26/09/2012,1.4,19.9,
+27/09/2012,0,21.2,
+28/09/2012,0,23.05,
+29/09/2012,0,24.6,
+30/09/2012,9.3,18.45,
+01/10/2012,0,20.15,
+02/10/2012,0,17.3,
+03/10/2012,0,16.55,
+04/10/2012,0,16.2,
+05/10/2012,0,16.55,
+06/10/2012,0,17.5,
+07/10/2012,0,16.2,
+08/10/2012,0,17.7,
+09/10/2012,5.8,15.3,
+10/10/2012,0,16.75,
+11/10/2012,0,17.35,
+12/10/2012,19.3,15.6,
+13/10/2012,6.8,14.55,
+14/10/2012,0,14.8,
+15/10/2012,51,14.9,
+16/10/2012,2.2,12.7,
+17/10/2012,0,13.4,
+18/10/2012,0,16.05,
+19/10/2012,0,17.45,
+20/10/2012,0,18.6,
+21/10/2012,0,18.95,
+22/10/2012,0,18.65,
+23/10/2012,0,17.3,
+24/10/2012,0,16.15,
+25/10/2012,0,15.55,
+26/10/2012,29.5,13.75,
+27/10/2012,75.8,12.2,
+28/10/2012,17.8,6.35,
+29/10/2012,11.2,5.25,
+30/10/2012,1,6.6,
+31/10/2012,51.5,9.5,
+01/11/2012,9.4,11.45,
+02/11/2012,0.4,12.25,
+03/11/2012,0,10.85,
+04/11/2012,27.9,12.55,
+05/11/2012,14,13.6,
+06/11/2012,0,11.15,
+07/11/2012,4.4,8.55,
+08/11/2012,0,8.85,
+09/11/2012,0,9.95,
+10/11/2012,0,12.25,
+11/11/2012,0.6,14.6,
+12/11/2012,1,16.25,
+13/11/2012,0,16.35,
+14/11/2012,0,13.6,
+15/11/2012,0,10.4,
+16/11/2012,0,9.7,
+17/11/2012,0,10.7,
+18/11/2012,18.5,11.35,
+19/11/2012,6.2,10.95,
+20/11/2012,1.4,9.55,
+21/11/2012,0,11.55,
+22/11/2012,0,11.65,
+23/11/2012,0,11.55,
+24/11/2012,0,10.6,
+25/11/2012,0,10.2,
+26/11/2012,0,9.4,
+27/11/2012,1.8,9.2,
+28/11/2012,39.9,10.35,
+29/11/2012,49.7,6.25,
+30/11/2012,6.2,6.05,
+01/12/2012,7.4,5.5,
+02/12/2012,13.8,6.15,
+03/12/2012,2.4,2.95,
+04/12/2012,17.8,3.4,
+05/12/2012,0.2,3.9,
+06/12/2012,5.4,2.05,
+07/12/2012,11,2.25,
+08/12/2012,15.2,2.3,
+09/12/2012,0,-0.6,
+10/12/2012,16.6,0,
+11/12/2012,0,2.35,
+12/12/2012,0,0.75,
+13/12/2012,0,0.85,
+14/12/2012,24.4,5.15,
+15/12/2012,9,8.5,
+16/12/2012,0.6,9.5,
+17/12/2012,15,6.65,
+18/12/2012,0.2,5.4,
+19/12/2012,0,4.95,
+20/12/2012,0,3.55,
+21/12/2012,13.2,3.2,
+22/12/2012,0.2,5.65,
+23/12/2012,0,5.8,
+24/12/2012,0,7.9,
+25/12/2012,0,6.1,
+26/12/2012,0,8.6,
+27/12/2012,0.2,8.7,
+28/12/2012,0,9,
+29/12/2012,0,6.25,
+30/12/2012,0,6.05,
+31/12/2012,0,6.7,
+01/01/2013,0,5.7,
+02/01/2013,2.4,6.2,
+03/01/2013,0,8.3,
+04/01/2013,0,7.35,
+05/01/2013,0,8.85,
+06/01/2013,0,7.95,
+07/01/2013,0,7.9,
+08/01/2013,0,6.05,
+09/01/2013,0,6.9,
+10/01/2013,0,6.2,
+11/01/2013,10.8,6,
+12/01/2013,0.6,4.95,
+13/01/2013,19.8,5.15,
+14/01/2013,55.3,4.8,
+15/01/2013,4,3.95,
+16/01/2013,14.4,1.6,
+17/01/2013,12.6,1.95,
+18/01/2013,8.6,0.65,
+19/01/2013,23.6,1.15,
+20/01/2013,65.9,7.5,
+21/01/2013,26,4.7,
+22/01/2013,6,2.45,
+23/01/2013,17.8,2.8,
+24/01/2013,3.6,4.2,
+25/01/2013,0.2,4.55,
+26/01/2013,0,2.5,
+27/01/2013,0,2.25,
+28/01/2013,6.6,2.15,
+29/01/2013,0,5.3,
+30/01/2013,0,6.3,
+31/01/2013,0,9.05,
+01/02/2013,0,7.95,
+02/02/2013,22.4,5.55,
+03/02/2013,9.8,3.05,
+04/02/2013,0,2.85,
+05/02/2013,5,4.7,
+06/02/2013,7.2,3.05,
+07/02/2013,8.6,1.9,
+08/02/2013,7.2,2.15,
+09/02/2013,0.6,0.4,
+10/02/2013,0,0.2,
+11/02/2013,42.2,0.3,
+12/02/2013,14.6,2.6,
+13/02/2013,0,3.6,
+14/02/2013,0,4.6,
+15/02/2013,0,3.55,
+16/02/2013,0,5.8,
+17/02/2013,1.2,4.7,
+18/02/2013,0.4,3.15,
+19/02/2013,0.2,2.9,
+20/02/2013,0,3.6,
+21/02/2013,0,3.8,
+22/02/2013,17.2,4.35,
+23/02/2013,33.4,4.05,
+24/02/2013,6.2,2.65,
+25/02/2013,0.2,4.45,
+26/02/2013,0.2,4.25,
+27/02/2013,0,5.1,
+28/02/2013,0,6.5,
+01/03/2013,0,6.2,
+02/03/2013,0,5.4,
+03/03/2013,0,6.65,
+04/03/2013,0,7.75,
+05/03/2013,1.4,8.6,
+06/03/2013,25.8,10.1,
+07/03/2013,16.4,10.05,
+08/03/2013,10.7,8.9,
+09/03/2013,1.2,10.1,
+10/03/2013,16.8,10.15,
+11/03/2013,30.6,7.95,
+12/03/2013,29.6,6.7,
+13/03/2013,27.4,5.05,
+14/03/2013,0.6,5.25,
+15/03/2013,4,2,
+16/03/2013,0,2,
+17/03/2013,0.4,4.25,
+18/03/2013,27.3,6.55,
+19/03/2013,0,7.15,
+20/03/2013,10.6,7.45,
+21/03/2013,2.4,7.6,
+22/03/2013,0,8.75,
+23/03/2013,0,9.4,
+24/03/2013,0,13.6,
+25/03/2013,34.6,9.15,
+26/03/2013,7.4,7,
+27/03/2013,0.2,8.25,
+28/03/2013,3.8,7.2,
+29/03/2013,3,12,
+30/03/2013,21.1,9.35,
+31/03/2013,26.2,6.8,
+01/04/2013,4.4,8.45,
+02/04/2013,45.6,7,
+03/04/2013,8.6,6.9,
+04/04/2013,0,9.25,
+05/04/2013,1.6,10.65,
+06/04/2013,0,11.65,
+07/04/2013,0,11.1,
+08/04/2013,0,9.2,
+09/04/2013,3.2,9.8,
+10/04/2013,0,12.15,
+11/04/2013,0,11.75,
+12/04/2013,0,12.75,
+13/04/2013,0,13.25,
+14/04/2013,0,14.95,
+15/04/2013,0,16.05,
+16/04/2013,0,15.15,
+17/04/2013,0,15.7,
+18/04/2013,0,16.45,
+19/04/2013,0,17.55,
+20/04/2013,0,13.4,
+21/04/2013,0,10.4,
+22/04/2013,6.6,8.65,
+23/04/2013,0,11.05,
+24/04/2013,0,15.65,
+25/04/2013,0,18.25,
+26/04/2013,17,17.75,
+27/04/2013,4.8,11.95,
+28/04/2013,0,15.65,
+29/04/2013,0,20.75,
+30/04/2013,0.2,21.2,
+01/05/2013,0,21.9,
+02/05/2013,3,17.65,
+03/05/2013,11.3,18.3,
+04/05/2013,0,19,
+05/05/2013,3.6,17.4,
+06/05/2013,19.1,15.1,
+07/05/2013,8.2,13.5,
+08/05/2013,0.2,13.6,
+09/05/2013,0,15.95,
+10/05/2013,1,16.6,
+11/05/2013,0,15.3,
+12/05/2013,10.5,14.35,
+13/05/2013,0,14.15,
+14/05/2013,0,14.6,
+15/05/2013,0,15.4,
+16/05/2013,10.8,16.45,
+17/05/2013,0.6,13.7,
+18/05/2013,0,16.2,
+19/05/2013,0,14,
+20/05/2013,0,13.35,
+21/05/2013,10.2,14.9,
+22/05/2013,4.9,16.9,
+23/05/2013,7.6,13.55,
+24/05/2013,4,11.35,
+25/05/2013,11,8.05,
+26/05/2013,2.8,9.6,
+27/05/2013,0,11.6,
+28/05/2013,0,15.15,
+29/05/2013,10.7,11.85,
+30/05/2013,10,9.75,
+31/05/2013,19.8,8.7,
+01/06/2013,8.2,9.5,
+02/06/2013,4.8,12.8,
+03/06/2013,10.2,13.85,
+04/06/2013,10.8,13.55,
+05/06/2013,7.3,14,
+06/06/2013,2.6,16.3,
+07/06/2013,0.8,18.7,
+08/06/2013,0,18,
+09/06/2013,0,18.8,
+10/06/2013,0.2,16.1,
+11/06/2013,1.4,15.8,
+12/06/2013,0,17.7,
+13/06/2013,0,19.25,
+14/06/2013,0,20.2,
+15/06/2013,0,21.9,
+16/06/2013,0,22.2,
+17/06/2013,0,24.5,
+18/06/2013,3.6,25.9,
+19/06/2013,0,24.95,
+20/06/2013,0,24.9,
+21/06/2013,0,24.15,
+22/06/2013,0,22.25,
+23/06/2013,0,21.75,
+24/06/2013,0,18.7,
+25/06/2013,6.3,17.45,
+26/06/2013,3.6,18,
+27/06/2013,1,16.2,
+28/06/2013,0.6,17.5,
+29/06/2013,0,16.05,
+30/06/2013,0,17.2,
+01/07/2013,0,19,
+02/07/2013,0,20.9,
+03/07/2013,0,20.95,
+04/07/2013,2.2,17.4,
+05/07/2013,0,21.1,
+06/07/2013,0,22.2,
+07/07/2013,1.8,21.35,
+08/07/2013,4.6,20.2,
+09/07/2013,2.6,20.4,
+10/07/2013,5.4,20.1,
+11/07/2013,9.5,20.9,
+12/07/2013,1.6,20.6,
+13/07/2013,5.8,22.15,
+14/07/2013,17.2,21.05,
+15/07/2013,0,21.05,
+16/07/2013,0,14.8,
+17/07/2013,0,22.2,
+18/07/2013,12.9,21.3,
+19/07/2013,4,20.75,
+20/07/2013,0,20.75,
+21/07/2013,1.6,21.75,
+22/07/2013,34.6,22.15,
+23/07/2013,0,22.4,
+24/07/2013,0.6,23.2,
+25/07/2013,0,23.2,
+26/07/2013,0,24.65,
+27/07/2013,7.8,25.7,
+28/07/2013,0,25.9,
+29/07/2013,0,26.35,
+30/07/2013,0,22.9,
+31/07/2013,0,23.1,
+01/08/2013,0,23.05,
+02/08/2013,0,23.9,
+03/08/2013,0,26,
+04/08/2013,0,27.15,
+05/08/2013,0,27.85,
+06/08/2013,0,28.25,
+07/08/2013,0,27.95,
+08/08/2013,0,28.75,
+09/08/2013,6.5,22.35,
+10/08/2013,0,21.15,
+11/08/2013,4,22.45,
+12/08/2013,0,23.15,
+13/08/2013,1.6,23.5,
+14/08/2013,0.6,23.3,
+15/08/2013,0,22.55,
+16/08/2013,10.7,23.2,
+17/08/2013,0,23.3,
+18/08/2013,0,23.4,
+19/08/2013,0,23.65,
+20/08/2013,8.1,19.5,
+21/08/2013,0,21,
+22/08/2013,0,22.25,
+23/08/2013,0,23.05,
+24/08/2013,0,21.75,
+25/08/2013,3.8,19.15,
+26/08/2013,0,21.75,
+27/08/2013,52.5,19.3,
+28/08/2013,0.2,18.85,
+29/08/2013,0,19.9,
+30/08/2013,0,20.2,
+31/08/2013,0,20.25,
+01/09/2013,0,20.05,
+02/09/2013,0.6,20.5,
+03/09/2013,0,21.15,
+04/09/2013,0,21.9,
+05/09/2013,0,21.65,
+06/09/2013,0.4,22.5,
+07/09/2013,9.8,22.2,
+08/09/2013,0,22.15,
+09/09/2013,5,19.3,
+10/09/2013,5.8,17.9,
+11/09/2013,3.6,17.9,
+12/09/2013,2.2,16.35,
+13/09/2013,2.4,16.3,
+14/09/2013,0,16.9,
+15/09/2013,23,15.75,
+16/09/2013,0.4,17,
+17/09/2013,0,15.8,
+18/09/2013,0,16,
+19/09/2013,0,17.9,
+20/09/2013,0,18.35,
+21/09/2013,6.1,19.1,
+22/09/2013,0.2,16.25,
+23/09/2013,0,15.2,
+24/09/2013,0,17.3,
+25/09/2013,0,16.65,
+26/09/2013,0,16.95,
+27/09/2013,0,18,
+28/09/2013,0,18.65,
+29/09/2013,11.8,18.75,
+30/09/2013,23.3,16.55,
+01/10/2013,0.2,16.25,
+02/10/2013,0,15.55,
+03/10/2013,0.2,13.95,
+04/10/2013,0,14.5,
+05/10/2013,46,14.2,
+06/10/2013,28.8,17.95,
+07/10/2013,0.2,16.25,
+08/10/2013,29.3,14.05,
+09/10/2013,3,14,
+10/10/2013,1.4,13.15,
+11/10/2013,3,15.15,
+12/10/2013,1,14.75,
+13/10/2013,0,16.85,
+14/10/2013,0.2,16.8,
+15/10/2013,0,15.8,
+16/10/2013,3,14.65,
+17/10/2013,0,14.25,
+18/10/2013,0,15.4,
+19/10/2013,0,15.7,
+20/10/2013,0,15.5,
+21/10/2013,0,17.4,
+22/10/2013,0,18.05,
+23/10/2013,0,17.55,
+24/10/2013,0,15.05,
+25/10/2013,0,17.05,
+26/10/2013,0,17.45,
+27/10/2013,0,15.7,
+28/10/2013,0,15.7,
+29/10/2013,0,17.25,
+30/10/2013,0,15.9,
+31/10/2013,0,15.75,
+01/11/2013,0,15.25,
+02/11/2013,0.4,13.6,
+03/11/2013,1.6,13.8,
+04/11/2013,4.3,14.95,
+05/11/2013,31.5,10.95,
+06/11/2013,0,11.5,
+07/11/2013,0,14.35,
+08/11/2013,0.2,13.55,
+09/11/2013,0,13.95,
+10/11/2013,40.4,10.85,
+11/11/2013,19,7.5,
+12/11/2013,15,10.15,
+13/11/2013,6.2,11.3,
+14/11/2013,4.2,12.5,
+15/11/2013,1.6,11.15,
+16/11/2013,0,12.3,
+17/11/2013,0,12.2,
+18/11/2013,0,10.95,
+19/11/2013,54.1,10.35,
+20/11/2013,25.6,7.9,
+21/11/2013,11.6,6.35,
+22/11/2013,33.4,5.85,
+23/11/2013,22.4,3.75,
+24/11/2013,0.6,4.7,
+25/11/2013,0,4.8,
+26/11/2013,2,-0.15,
+27/11/2013,2,0.75,
+28/11/2013,0.6,0.8,
+29/11/2013,0,5.35,
+30/11/2013,0,5.5,
+01/12/2013,4.8,9.8,
+02/12/2013,24,10.8,
+03/12/2013,0,8.1,
+04/12/2013,0,7.05,
+05/12/2013,0,6.85,
+06/12/2013,0,4.7,
+07/12/2013,0,6.15,
+08/12/2013,0,7.1,
+09/12/2013,1,7.45,
+10/12/2013,0,8.3,
+11/12/2013,0,7.55,
+12/12/2013,0,6.9,
+13/12/2013,0,6,
+14/12/2013,0,5.4,
+15/12/2013,0,6.25,
+16/12/2013,0,6.2,
+17/12/2013,0,7.9,
+18/12/2013,0,6.7,
+19/12/2013,0,5.05,
+20/12/2013,0,7.55,
+21/12/2013,0,8.85,
+22/12/2013,0,6.7,
+23/12/2013,0,6.2,
+24/12/2013,0,6.1,
+25/12/2013,0,5.35,
+26/12/2013,97.8,6.1,
+27/12/2013,0,4.85,
+28/12/2013,0.2,6.55,
+29/12/2013,0.2,7.45,
+30/12/2013,8.2,6.4,
+31/12/2013,0.2,7,
+01/01/2014,0,6.95,
+02/01/2014,0,6.7,
+03/01/2014,3.6,8.6,
+04/01/2014,10.1,7.85,
+05/01/2014,27.6,5.85,
+06/01/2014,0.2,6.5,
+07/01/2014,0,8.1,
+08/01/2014,0,8.35,
+09/01/2014,0,7.55,
+10/01/2014,0,4.55,
+11/01/2014,0.2,6.8,
+12/01/2014,0,6.85,
+13/01/2014,0,8.1,
+14/01/2014,20,6.05,
+15/01/2014,0.8,6.65,
+16/01/2014,0.2,5.4,
+17/01/2014,4,6.65,
+18/01/2014,0.6,9,
+19/01/2014,29.3,8.4,
+20/01/2014,34.2,6.25,
+21/01/2014,6,6.85,
+22/01/2014,4.2,6.15,
+23/01/2014,1.8,4.85,
+24/01/2014,35.8,4.5,
+25/01/2014,0.2,3.3,
+26/01/2014,0,1.45,
+27/01/2014,13.6,1.8,
+28/01/2014,0,4.15,
+29/01/2014,11,2.15,
+30/01/2014,20.4,7,
+31/01/2014,29.2,10.25,
+01/02/2014,14.2,10.6,
+02/02/2014,14,8.3,
+03/02/2014,12,6.6,
+04/02/2014,7.4,7.7,
+05/02/2014,1,5.65,
+06/02/2014,13.2,7.45,
+07/02/2014,0,7.2,
+08/02/2014,10.4,8,
+09/02/2014,28.8,5,
+10/02/2014,15.2,5.95,
+11/02/2014,16.5,10.6,
+12/02/2014,8,6.6,
+13/02/2014,0.2,5.75,
+14/02/2014,0.6,9.1,
+15/02/2014,0,9.65,
+16/02/2014,0,11.4,
+17/02/2014,0,12.4,
+18/02/2014,0,13.95,
+19/02/2014,0,10.95,
+20/02/2014,0.4,8.8,
+21/02/2014,6.8,7.05,
+22/02/2014,4.8,7.35,
+23/02/2014,0.2,5.95,
+24/02/2014,0,4.9,
+25/02/2014,0,6.9,
+26/02/2014,0,6.3,
+27/02/2014,2.2,8.75,
+28/02/2014,5.6,5.6,
+01/03/2014,38.6,2.95,
+02/03/2014,6.4,3.55,
+03/03/2014,0.6,5.3,
+04/03/2014,21.2,4.3,
+05/03/2014,0,6.2,
+06/03/2014,0,8.4,
+07/03/2014,0,9.3,
+08/03/2014,0,6.75,
+09/03/2014,0,8.4,
+10/03/2014,0,6.25,
+11/03/2014,0,5.25,
+12/03/2014,0,7.6,
+13/03/2014,0,10.2,
+14/03/2014,0,10.4,
+15/03/2014,0,10.45,
+16/03/2014,0,11.2,
+17/03/2014,0,13.2,
+18/03/2014,0,12.25,
+19/03/2014,0,10.5,
+20/03/2014,0,13.75,
+21/03/2014,0,13.45,
+22/03/2014,3.4,10.05,
+23/03/2014,7.6,7.55,
+24/03/2014,14.8,3,
+25/03/2014,2,5.35,
+26/03/2014,1.6,6.05,
+27/03/2014,13.8,6.3,
+28/03/2014,0.4,7.9,
+29/03/2014,0,11.2,
+30/03/2014,0,12,
+31/03/2014,0,11.85,
+01/04/2014,0,11.4,
+02/04/2014,0,11.4,
+03/04/2014,0,12.95,
+04/04/2014,35.6,10.85,
+05/04/2014,2,11.1,
+06/04/2014,0,12.4,
+07/04/2014,0,14.15,
+08/04/2014,0.2,14.7,
+09/04/2014,3.9,11,
+10/04/2014,0.2,10,
+11/04/2014,39.6,12.45,
+12/04/2014,2.4,10.65,
+13/04/2014,1.2,12.05,
+14/04/2014,0,11.65,
+15/04/2014,25.2,8.9,
+16/04/2014,3.4,6.25,
+17/04/2014,2.6,6.05,
+18/04/2014,0,8.1,
+19/04/2014,13,7.85,
+20/04/2014,12.6,13.05,
+21/04/2014,0,14.05,
+22/04/2014,0.4,13.45,
+23/04/2014,4.4,12.1,
+24/04/2014,0,12.35,
+25/04/2014,0,14.3,
+26/04/2014,1.6,13.3,
+27/04/2014,33.5,10.25,
+28/04/2014,9,9.3,
+29/04/2014,4,8.85,
+30/04/2014,8.2,10.85,
+01/05/2014,8.8,11.75,
+02/05/2014,27.4,10.25,
+03/05/2014,13.2,10.65,
+04/05/2014,0.2,10.45,
+05/05/2014,0,10.65,
+06/05/2014,0,13.4,
+07/05/2014,0,13.8,
+08/05/2014,0,14.7,
+09/05/2014,0,15.65,
+10/05/2014,0,16.85,
+11/05/2014,0,16.3,
+12/05/2014,0,15.95,
+13/05/2014,0.8,14.25,
+14/05/2014,4.1,9.8,
+15/05/2014,1,11.95,
+16/05/2014,0.8,9.75,
+17/05/2014,3,11.15,
+18/05/2014,0.2,13.2,
+19/05/2014,0.2,14.85,
+20/05/2014,0,15.9,
+21/05/2014,0,17.35,
+22/05/2014,0,19.5,
+23/05/2014,2.4,17.9,
+24/05/2014,0.4,18.55,
+25/05/2014,7.5,18.9,
+26/05/2014,5.4,17.45,
+27/05/2014,0,14.15,
+28/05/2014,3.8,14.85,
+29/05/2014,2,14.1,
+30/05/2014,40,14.55,
+31/05/2014,17.6,13.35,
+01/06/2014,0,12.55,
+02/06/2014,0,14.5,
+03/06/2014,0,15.7,
+04/06/2014,0.2,16.7,
+05/06/2014,0,17.75,
+06/06/2014,0,19.35,
+07/06/2014,0,21.05,
+08/06/2014,0,23,
+09/06/2014,0,22.9,
+10/06/2014,0,23.25,
+11/06/2014,12.1,23.75,
+12/06/2014,6.7,23.5,
+13/06/2014,15.2,22.3,
+14/06/2014,8.4,19.3,
+15/06/2014,10.1,17.8,
+16/06/2014,29.4,15.55,
+17/06/2014,3,17.5,
+18/06/2014,8.9,15.75,
+19/06/2014,31.1,15.95,
+20/06/2014,0,16.25,
+21/06/2014,0,18.65,
+22/06/2014,0,19.7,
+23/06/2014,0.2,21.65,
+24/06/2014,0,22.25,
+25/06/2014,9.2,19.7,
+26/06/2014,3.2,17.85,
+27/06/2014,3.9,18.9,
+28/06/2014,0.2,20.65,
+29/06/2014,0,20.6,
+30/06/2014,4.9,20.3,
+01/07/2014,0,20.15,
+02/07/2014,0,20.1,
+03/07/2014,0,21.5,
+04/07/2014,0,23.6,
+05/07/2014,0,22.35,
+06/07/2014,0,22.2,
+07/07/2014,0,22.5,
+08/07/2014,0,20.8,
+09/07/2014,0,17.4,
+10/07/2014,30,13.25,
+11/07/2014,3.7,15.85,
+12/07/2014,1.8,18.15,
+13/07/2014,1.8,16.2,
+14/07/2014,0,18.05,
+15/07/2014,0.4,18.15,
+16/07/2014,1.8,20.7,
+17/07/2014,15.8,21.95,
+18/07/2014,0.2,21.4,
+19/07/2014,0,22.2,
+20/07/2014,0,23.7,
+21/07/2014,7.2,19.1,
+22/07/2014,1.6,18.3,
+23/07/2014,0,18.6,
+24/07/2014,10.4,19.95,
+25/07/2014,0.2,20.3,
+26/07/2014,7.2,19.7,
+27/07/2014,10.5,19.95,
+28/07/2014,0,19.25,
+29/07/2014,0,20.15,
+30/07/2014,25.3,16.15,
+31/07/2014,0.2,17,
+01/08/2014,0.6,20.25,
+02/08/2014,0.2,21.7,
+03/08/2014,1,21.9,
+04/08/2014,0,22.6,
+05/08/2014,0,21.95,
+06/08/2014,0,21.4,
+07/08/2014,1,20.5,
+08/08/2014,1.2,21.55,
+09/08/2014,0.2,22.7,
+10/08/2014,0,23.75,
+11/08/2014,0,24.35,
+12/08/2014,0,23.9,
+13/08/2014,0,23.85,
+14/08/2014,0,20.4,
+15/08/2014,0,18.2,
+16/08/2014,0,18.7,
+17/08/2014,0,19.2,
+18/08/2014,0,19.45,
+19/08/2014,0,19.85,
+20/08/2014,0.2,21.65,
+21/08/2014,0,22.9,
+22/08/2014,0,22.35,
+23/08/2014,0,21.7,
+24/08/2014,0,19.9,
+25/08/2014,0,19.7,
+26/08/2014,0,20.1,
+27/08/2014,0,21.3,
+28/08/2014,0,23.1,
+29/08/2014,30.7,22.9,
+30/08/2014,1.2,22.1,
+31/08/2014,0.4,21.7,
+01/09/2014,29.6,15.4,
+02/09/2014,3,17.7,
+03/09/2014,13.2,16.7,
+04/09/2014,32.5,17.35,
+05/09/2014,44.1,18.95,
+06/09/2014,14,18.85,
+07/09/2014,8.4,19,
+08/09/2014,4,20.15,
+09/09/2014,0.2,19.9,
+10/09/2014,7.9,20.05,
+11/09/2014,16.9,16.55,
+12/09/2014,4.7,17.75,
+13/09/2014,4,17.95,
+14/09/2014,0.2,17.4,
+15/09/2014,0,18,
+16/09/2014,5,17.75,
+17/09/2014,0.2,18.15,
+18/09/2014,0,18.75,
+19/09/2014,0,21.1,
+20/09/2014,0,22.4,
+21/09/2014,0,21.2,
+22/09/2014,0,20.5,
+23/09/2014,0,17.05,
+24/09/2014,0,16.35,
+25/09/2014,1,17.4,
+26/09/2014,0.2,16.55,
+27/09/2014,0,16.45,
+28/09/2014,0,16.05,
+29/09/2014,0,16.7,
+30/09/2014,0,16.95,
+01/10/2014,0,17.45,
+02/10/2014,5,17.05,
+03/10/2014,0.2,16.3,
+04/10/2014,5.2,16.3,
+05/10/2014,0.2,16.15,
+06/10/2014,0,15.95,
+07/10/2014,0,16.15,
+08/10/2014,0,16.9,
+09/10/2014,0,18.45,
+10/10/2014,0,19.6,
+11/10/2014,0,19.35,
+12/10/2014,0,18.05,
+13/10/2014,0,18.95,
+14/10/2014,0,19.7,
+15/10/2014,0.6,20,
+16/10/2014,1.2,18.45,
+17/10/2014,1,18.1,
+18/10/2014,0,18.1,
+19/10/2014,0,19.05,
+20/10/2014,0.2,18.05,
+21/10/2014,0,16.65,
+22/10/2014,0.8,13.05,
+23/10/2014,0.2,7.4,
+24/10/2014,0.4,9,
+25/10/2014,0,10.95,
+26/10/2014,0,10.85,
+27/10/2014,0,9.6,
+28/10/2014,0,9.2,
+29/10/2014,0,10.95,
+30/10/2014,0.2,11.6,
+31/10/2014,0,11.4,
+01/11/2014,0,11.4,
+02/11/2014,0,11.55,
+03/11/2014,0,11.55,
+04/11/2014,64.3,10.3,
+05/11/2014,93.6,13.1,
+06/11/2014,28.6,14.1,
+07/11/2014,17.2,13.3,
+08/11/2014,0,13.3,
+09/11/2014,0,12.6,
+10/11/2014,0,13.25,
+11/11/2014,0,13.1,
+12/11/2014,8.8,11.9,
+13/11/2014,3,10.35,
+14/11/2014,0.4,11.6,
+15/11/2014,12.3,11.1,
+16/11/2014,18.2,10.8,
+17/11/2014,21.7,10.45,
+18/11/2014,10,9.9,
+19/11/2014,6.7,9.85,
+20/11/2014,0,9.2,
+21/11/2014,0,9.05,
+22/11/2014,0,10.15,
+23/11/2014,0,11.35,
+24/11/2014,0,11.65,
+25/11/2014,0,11.95,
+26/11/2014,1.4,10.6,
+27/11/2014,1.2,11.1,
+28/11/2014,0,12.85,
+29/11/2014,15.7,13.9,
+30/11/2014,0.4,15.8,
+01/12/2014,23.8,12.75,
+02/12/2014,21.8,8.3,
+03/12/2014,25.3,9.95,
+04/12/2014,12.4,9.7,
+05/12/2014,4.8,8.15,
+06/12/2014,0.8,8.6,
+07/12/2014,2,7.45,
+08/12/2014,0.2,7.15,
+09/12/2014,0,10.7,
+10/12/2014,0,10.7,
+11/12/2014,0,5.2,
+12/12/2014,0,6.35,
+13/12/2014,0,7.4,
+14/12/2014,0,9.2,
+15/12/2014,0,8.55,
+16/12/2014,21.8,7.45,
+17/12/2014,2.2,7.5,
+18/12/2014,0,8.4,
+19/12/2014,0,8.3,
+20/12/2014,0,13.1,
+21/12/2014,0,13.6,
+22/12/2014,0,10.9,
+23/12/2014,0,6.1,
+24/12/2014,0,4.95,
+25/12/2014,0,6,
+26/12/2014,0,1.6,
+27/12/2014,11.7,-2.3,
+28/12/2014,10.2,1.95,
+29/12/2014,0.4,0.6,
+30/12/2014,0.2,-3.6,
+31/12/2014,0.6,-3.8,
+01/01/2015,5.2,0.5,
+02/01/2015,1.8,3.6,
+03/01/2015,0,6.05,
+04/01/2015,0.4,8.35,
+05/01/2015,0,3,
+06/01/2015,0,4.15,
+07/01/2015,0,0.2,
+08/01/2015,0,5.7,
+09/01/2015,0,6.25,
+10/01/2015,0,6.8,
+11/01/2015,0.8,8.05,
+12/01/2015,0.2,5.05,
+13/01/2015,0,5.85,
+14/01/2015,0,6.55,
+15/01/2015,0,6.35,
+16/01/2015,0,7.15,
+17/01/2015,2,8.5,
+18/01/2015,8.8,5.9,
+19/01/2015,5.2,5.55,
+20/01/2015,12,5.65,
+21/01/2015,12.6,6.65,
+22/01/2015,21.2,4.65,
+23/01/2015,12.4,5,
+24/01/2015,0.2,6.45,
+25/01/2015,0,3.9,
+26/01/2015,0,4.3,
+27/01/2015,0,2.7,
+28/01/2015,0.2,2.45,
+29/01/2015,18,1.6,
+30/01/2015,33.3,2.85,
+31/01/2015,24,2.6,
+01/02/2015,6.8,1.85,
+02/02/2015,3.6,2,
+03/02/2015,15.8,2.4,
+04/02/2015,25.2,4.15,
+05/02/2015,29.4,4.7,
+06/02/2015,9.2,4.45,
+07/02/2015,5,2.9,
+08/02/2015,2.6,2.45,
+09/02/2015,2.4,-1.45,
+10/02/2015,5.2,3.15,
+11/02/2015,0.2,6.2,
+12/02/2015,0,5,
+13/02/2015,0,4.35,
+14/02/2015,0,5.35,
+15/02/2015,1.4,5,
+16/02/2015,0.4,7,
+17/02/2015,0.2,7.55,
+18/02/2015,0,5.45,
+19/02/2015,0,3.9,
+20/02/2015,0,5.15,
+21/02/2015,3.4,4.2,
+22/02/2015,34.2,7.05,
+23/02/2015,13.3,8.15,
+24/02/2015,14.2,6,
+25/02/2015,19.2,4.95,
+26/02/2015,1.2,6.8,
+27/02/2015,0,5.75,
+28/02/2015,0,7.35,
+01/03/2015,0,6.8,
+02/03/2015,5,5.1,
+03/03/2015,0.2,10.6,
+04/03/2015,16.2,10.2,
+05/03/2015,25.4,3.4,
+06/03/2015,0.4,4.45,
+07/03/2015,0,2.95,
+08/03/2015,0,5.9,
+09/03/2015,0,6.65,
+10/03/2015,0,5.05,
+11/03/2015,0,7.5,
+12/03/2015,2.4,4.6,
+13/03/2015,0,5.7,255.956525
+14/03/2015,5.8,7.1,289.5455614
+15/03/2015,7.4,4.9,289.9186152
+16/03/2015,8.6,7.5,290.0828956
+17/03/2015,7.6,7.55,290.6887766
+18/03/2015,0,8.4,285.417723
+19/03/2015,0,9.75,282.2443597
+20/03/2015,0,8.7,283.4899183
+21/03/2015,0,7.95,283.9203937
+22/03/2015,0.8,6.55,284.3272472
+23/03/2015,0,9.15,284.5879713
+24/03/2015,0,12.15,284.1688699
+25/03/2015,37.3,10.25,282.4008892
+26/03/2015,6,13.35,275.9375031
+27/03/2015,10.8,12,273.9198491
+28/03/2015,0,9.5,273.939755
+29/03/2015,0,9.6,273.6624202
+30/03/2015,0,10.6,278.0547162
+31/03/2015,0,13.35,276.8946238
+01/04/2015,0,12.05,275.0547686
+02/04/2015,0,11,273.9272583
+03/04/2015,0,9.45,273.877707
+04/04/2015,12.3,7.65,273.9227575
+05/04/2015,9.2,5.85,273.5561175
+06/04/2015,0,5.3,273.8512721
+07/04/2015,0,3.9,273.6301476
+08/04/2015,0,5.8,273.4032263
+09/04/2015,0,9.35,261.8903418
+10/04/2015,0,10.8,277.0050769
+11/04/2015,0,10.45,276.7164202
+12/04/2015,0,11.7,276.891222
+13/04/2015,0,13.75,276.8846717
+14/04/2015,0.4,14.6,274.9528374
+15/04/2015,0,15.25,273.6325181
+16/04/2015,0,14.9,273.6284511
+17/04/2015,0.2,14.35,273.8138785
+18/04/2015,0,12.8,273.90091
+19/04/2015,1.4,13.25,274.1168694
+20/04/2015,0.2,11.8,274.1432099
+21/04/2015,0,12.5,273.9929837
+22/04/2015,0,14.6,274.1490757
+23/04/2015,0,14.1,274.2687412
+24/04/2015,0.2,14.9,274.1271984
+25/04/2015,0.6,14.15,274.2048533
+26/04/2015,0,14.95,274.2385741
+27/04/2015,14,11.95,274.2566337
+28/04/2015,8.2,10.2,274.1222673
+29/04/2015,8.2,12.1,274.3879241
+30/04/2015,18.8,11.4,274.4474021
+01/05/2015,0,12.4,274.5162938
+02/05/2015,0,14.5,274.5120852
+03/05/2015,0,15.7,274.5641337
+04/05/2015,0,19.6,274.6890818
+05/05/2015,0,21.8,274.6811391
+06/05/2015,0.2,22.85,274.6076082
+07/05/2015,0,21.1,274.6448834
+08/05/2015,0,18.9,274.7271288
+09/05/2015,8.5,17.55,274.739544
+10/05/2015,0,17.6,274.8317938
+11/05/2015,0,17.6,274.695843
+12/05/2015,0,17.2,274.8093921
+13/05/2015,0,18.35,274.7552104
+14/05/2015,0,17.45,274.8586989
+15/05/2015,0,17.3,274.7366045
+16/05/2015,9.2,15.5,274.5748902
+17/05/2015,0,20.2,274.5263104
+18/05/2015,0,20.75,274.6188995
+19/05/2015,0,19.9,275.1666475
+20/05/2015,0,18.3,274.3945231
+21/05/2015,5,12,274.4671458
+22/05/2015,2.8,11.7,274.3421156
+23/05/2015,1.8,10.85,274.1636538
+24/05/2015,2,11.3,274.0833288
+25/05/2015,0,12.9,273.9533986
+26/05/2015,16.8,13.85,273.7992286
+27/05/2015,8.8,13.2,273.7222372
+28/05/2015,0.2,13.1,273.8666574
+29/05/2015,0,14.95,273.6717064
+30/05/2015,0,17.05,273.6753212
+31/05/2015,13.3,17.65,273.7554743
+01/06/2015,2.2,18.45,273.6683519
+02/06/2015,3.4,19.05,273.6685172
+03/06/2015,0,20.55,273.6884255
+04/06/2015,0,21.7,273.6998817
+05/06/2015,0,22.45,273.6648734
+06/06/2015,0,22.2,273.741792
+07/06/2015,0,21.25,273.8530483
+08/06/2015,2.6,20.45,273.7789352
+09/06/2015,1.4,19.15,
+10/06/2015,3.2,19.85,274.1147766
+11/06/2015,8.8,20.75,
+12/06/2015,0,20.85,
+13/06/2015,0,22.25,
+14/06/2015,0,20.25,
+15/06/2015,0.6,17.25,
+16/06/2015,0.8,19.65,
+17/06/2015,15.8,17.7,
+18/06/2015,0.2,16.75,274.3496109
+19/06/2015,21.9,18.2,273.9063992
+20/06/2015,37.5,18.2,
+21/06/2015,2.6,17.15,
+22/06/2015,0,17.5,
+23/06/2015,0,18.5,
+24/06/2015,3.6,19.8,
+25/06/2015,0,19,
+26/06/2015,0,18.8,
+27/06/2015,0,19.3,
+28/06/2015,0,21.1,
+29/06/2015,0,21.1,
+30/06/2015,0,22.1,
+01/07/2015,0,22.45,
+02/07/2015,0,23.05,
+03/07/2015,0,25,
+04/07/2015,0,24.5,
+05/07/2015,0,24.4,
+06/07/2015,0,25.15,
+07/07/2015,1.4,26.2,
+08/07/2015,0,24.8,
+09/07/2015,0,24.45,
+10/07/2015,0,24.45,
+11/07/2015,0,24.05,
+12/07/2015,0,24.65,
+13/07/2015,0,24.5,
+14/07/2015,0,24.75,
+15/07/2015,1.8,27.4,
+16/07/2015,0,27.3,
+17/07/2015,0,27.1,
+18/07/2015,0,28.35,
+19/07/2015,0,27.75,
+20/07/2015,0,27.25,
+21/07/2015,6.7,27.35,
+22/07/2015,5.6,26.45,
+23/07/2015,0.4,25.05,
+24/07/2015,4.2,23.95,
+25/07/2015,52.1,22.85,
+26/07/2015,0.2,23.3,
+27/07/2015,0,22,
+28/07/2015,0,23.35,
+29/07/2015,0,23,
+30/07/2015,0,24.15,
+31/07/2015,0,25.4,
+01/08/2015,0,26.1,
+02/08/2015,0,25.75,
+03/08/2015,9.6,25.05,
+04/08/2015,0,25.4,
+05/08/2015,0,26.5,
+06/08/2015,0,27.25,
+07/08/2015,0.8,27.4,
+08/08/2015,0,27.05,
+09/08/2015,6.2,25.55,
+10/08/2015,5.2,22.55,
+11/08/2015,22.3,20,
+12/08/2015,0.2,23.6,
+13/08/2015,0,25.4,
+14/08/2015,1.6,25.9,
+15/08/2015,0,22.8,
+16/08/2015,10.6,17.45,
+17/08/2015,0.2,18.5,
+18/08/2015,0,19.85,
+19/08/2015,12.7,18.3,
+20/08/2015,0,18.9,
+21/08/2015,9,19.1,
+22/08/2015,4.2,19.05,
+23/08/2015,0,19.8,
+24/08/2015,0,20.6,
+25/08/2015,0,22.4,
+26/08/2015,0,21.45,
+27/08/2015,0,23.25,
+28/08/2015,0,23.65,
+29/08/2015,0,25.25,
+30/08/2015,0,26,
+31/08/2015,0,25.8,
+01/09/2015,0,24.45,
+02/09/2015,0,23.25,
+03/09/2015,0,22.15,
+04/09/2015,2.7,21.9,
+05/09/2015,13.8,19.45,
+06/09/2015,0,17.6,
+07/09/2015,0,18.35,
+08/09/2015,0,18.25,
+09/09/2015,0,16.25,
+10/09/2015,0,17.65,
+11/09/2015,4,17.5,
+12/09/2015,0,18.1,
+13/09/2015,0,20.25,
+14/09/2015,2.2,20.4,
+15/09/2015,0,22.2,
+16/09/2015,0,23.2,
+17/09/2015,0,25.4,
+18/09/2015,0,25.95,
+19/09/2015,0.4,24.45,
+20/09/2015,1.2,19.45,
+21/09/2015,0,19.15,
+22/09/2015,0,17.35,
+23/09/2015,14.6,16.65,
+24/09/2015,1,15.2,
+25/09/2015,0,14.75,
+26/09/2015,0,14.45,
+27/09/2015,0,15.4,
+28/09/2015,0,14.2,
+29/09/2015,0,13.9,
+30/09/2015,0,13.95,227.6734397
+01/10/2015,8.2,12.95,
+02/10/2015,15.9,16.5,224.941935
+03/10/2015,0.2,16,
+04/10/2015,0,16,227.1598042
+05/10/2015,3.4,16,225.6479256
+06/10/2015,0.6,17.3,223.0236674
+07/10/2015,5.6,16.3,
+08/10/2015,0,15.4,
+09/10/2015,2,14.6,
+10/10/2015,34,14.5,
+11/10/2015,18.1,10.9,
+12/10/2015,0.2,12.95,
+13/10/2015,12.8,12.65,
+14/10/2015,31.2,17.2,
+15/10/2015,9.3,12.65,
+16/10/2015,0,12.1,
+17/10/2015,1.6,12.6,
+18/10/2015,0.4,11.8,
+19/10/2015,15,15.95,
+20/10/2015,0.2,14.15,
+21/10/2015,2.2,11.8,
+22/10/2015,11.4,8.5,
+23/10/2015,0,10.4,
+24/10/2015,0,11.95,
+25/10/2015,0,13.25,
+26/10/2015,0,12.65,
+27/10/2015,0,14.7,
+28/10/2015,6.4,12.65,
+29/10/2015,11.6,13.15,
+30/10/2015,10.6,10.7,
+31/10/2015,0,12.95,
+01/11/2015,0,12.4,
+02/11/2015,0,11.75,
+03/11/2015,0,13.2,
+04/11/2015,0,13.85,
+05/11/2015,0,14.25,
+06/11/2015,0,14.2,
+07/11/2015,0,14.25,
+08/11/2015,0,15.3,
+09/11/2015,0,15.1,
+10/11/2015,0,12.1,
+11/11/2015,0,14.4,
+12/11/2015,0,9.6,
+13/11/2015,0,11.75,
+14/11/2015,0,12.1,
+15/11/2015,0,11.25,
+16/11/2015,0,12.05,
+17/11/2015,0,11.1,
+18/11/2015,0,10.8,
+19/11/2015,0,10.9,
+20/11/2015,1.8,9.85,
+21/11/2015,35,9.4,
+22/11/2015,7.2,5.6,
+23/11/2015,6,5.9,
+24/11/2015,0.8,7.05,
+25/11/2015,0,6.2,
+26/11/2015,2.8,4.95,
+27/11/2015,7.2,6.5,
+28/11/2015,0,5.45,
+29/11/2015,0,5.7,
+30/11/2015,0,6.75,
+01/12/2015,0,8.9,
+02/12/2015,0,9.3,
+03/12/2015,0,8.35,
+04/12/2015,0,7.4,
+05/12/2015,0,8.2,
+06/12/2015,0,8.25,
+07/12/2015,0,9.3,
+08/12/2015,0,9.75,
+09/12/2015,0,8.8,
+10/12/2015,0,7.6,
+11/12/2015,0,5.75,
+12/12/2015,0,6.8,
+13/12/2015,0,5.85,
+14/12/2015,0,5.9,
+15/12/2015,0,6.3,
+16/12/2015,0,7.25,
+17/12/2015,0,6.65,
+18/12/2015,0,7.3,
+19/12/2015,0,7.5,
+20/12/2015,0,8.4,
+21/12/2015,0,8.15,
+22/12/2015,0,7.75,
+23/12/2015,0,8.35,
+24/12/2015,0,6.95,
+25/12/2015,0,8.15,
+26/12/2015,0,9.2,
+27/12/2015,0,9.3,
+28/12/2015,0,10.25,
+29/12/2015,0,7,
+30/12/2015,0,5.2,
+31/12/2015,0,3.85,
+01/01/2016,0,3.8,
+02/01/2016,7.4,4.6,
+03/01/2016,16.3,5.4,
+04/01/2016,13.6,4.85,
+05/01/2016,8.6,7.65,
+06/01/2016,14,4.4,
+07/01/2016,0.6,4.1,
+08/01/2016,1.2,8,
+09/01/2016,0.2,11.25,
+10/01/2016,9.6,10.85,
+11/01/2016,8.1,9.75,
+12/01/2016,5.1,7.3,
+13/01/2016,3.6,5.45,
+14/01/2016,17.6,3.1,
+15/01/2016,26.8,5.9,
+16/01/2016,0,3.4,
+17/01/2016,0,-0.4,
+18/01/2016,0,0.2,
+19/01/2016,0,0.35,
+20/01/2016,0,0.35,
+21/01/2016,6.2,5,
+22/01/2016,0,3.7,
+23/01/2016,0,2.9,
+24/01/2016,0,5,
+25/01/2016,0,5.6,
+26/01/2016,0,7.05,
+27/01/2016,0,6.85,
+28/01/2016,0,8.1,
+29/01/2016,0,8.1,
+30/01/2016,0,7.8,
+31/01/2016,0.8,7.3,
+01/02/2016,16,9.5,
+02/02/2016,0.2,9.3,
+03/02/2016,2.8,8.3,
+04/02/2016,1.2,4.9,
+05/02/2016,0,5.05,
+06/02/2016,0,6.15,
+07/02/2016,0.2,5,
+08/02/2016,3.8,7.6,
+09/02/2016,6.8,8.35,
+10/02/2016,9.2,5.5,
+11/02/2016,6.6,4.9,
+12/02/2016,10.6,5.45,
+13/02/2016,20.8,9.3,
+14/02/2016,40.1,8,
+15/02/2016,16.6,9.3,
+16/02/2016,1.2,12.75,
+17/02/2016,0,10.05,
+18/02/2016,0.8,6.4,
+19/02/2016,0.8,5.55,
+20/02/2016,0.4,6,
+21/02/2016,0,7.15,
+22/02/2016,0,9.25,
+23/02/2016,0,10.35,
+24/02/2016,0,9.45,
+25/02/2016,6.4,8.45,
+26/02/2016,13.8,7.5,
+27/02/2016,16.2,6.9,
+28/02/2016,25.7,11.85,
+29/02/2016,37.6,6.05,
+01/03/2016,0,6.95,
+02/03/2016,0,7.15,
+03/03/2016,17.2,3.4,
+04/03/2016,0.2,4.6,
+05/03/2016,13.9,4.6,
+06/03/2016,0.4,7.05,
+07/03/2016,5.6,3.25,
+08/03/2016,1.6,4.25,
+09/03/2016,8.2,2.5,
+10/03/2016,4.8,3.55,
+11/03/2016,0,6.95,
+12/03/2016,0.2,8.55,
+13/03/2016,0,7.85,
+14/03/2016,0,8.1,
+15/03/2016,2,4.65,
+16/03/2016,0,5.8,
+17/03/2016,3.8,8.5,
+18/03/2016,0.4,8.55,
+19/03/2016,1.4,8.85,
+20/03/2016,0,9.2,
+21/03/2016,0.2,12,
+22/03/2016,1.4,14.6,
+23/03/2016,4.2,10.2,
+24/03/2016,0.2,5.3,
+25/03/2016,0,6.55,
+26/03/2016,0,8.05,
+27/03/2016,0,9.3,
+28/03/2016,1.6,8.2,
+29/03/2016,0,10.8,
+30/03/2016,0,12.6,
+31/03/2016,0,14.9,
+01/04/2016,18,17.2,
+02/04/2016,0,17.2,
+03/04/2016,0,15.05,
+04/04/2016,0,16.6,
+05/04/2016,0,17.3,
+06/04/2016,0,18.75,
+07/04/2016,0.8,17.3,
+08/04/2016,1.2,12.9,
+09/04/2016,12.8,9.3,
+10/04/2016,0.6,10.6,
+11/04/2016,0,11.75,
+12/04/2016,0,14.05,
+13/04/2016,0,17.1,221.1757507
+14/04/2016,0,14.5,221.1757507
+15/04/2016,0,13,221.1757507
+16/04/2016,0,14.6,
+17/04/2016,0,18,
+18/04/2016,0,18.25,
+19/04/2016,0,14.55,221.1757507
+20/04/2016,0,14.5,221.1757507
+21/04/2016,0,14.05,221.1757507
+22/04/2016,0,12.6,221.1757507
+23/04/2016,25.8,11.05,240.5792804
+24/04/2016,32.5,9.3,275.6702681
+25/04/2016,15,4,275.9887048
+26/04/2016,2.2,5.6,276.6314134
+27/04/2016,2.8,10.7,276.1204195
+28/04/2016,0,11,276.0351943
+29/04/2016,0.2,13.7,275.9849944
+30/04/2016,1.4,14.05,276.2298441
+01/05/2016,6,11.15,276.9418741
+02/05/2016,7.8,7.6,277.0451587
+03/05/2016,0.2,12.95,275.6731375
+04/05/2016,0,12.35,275.6340509
+05/05/2016,0.6,12.45,275.8300855
+06/05/2016,4,12.1,275.6085185
+07/05/2016,5.4,14.3,275.6911855
+08/05/2016,0,15.15,275.879104
+09/05/2016,0,15.7,276.1018298
+10/05/2016,0,18.05,275.9746119
+11/05/2016,2.6,18.05,276.0763945
+12/05/2016,13.3,14.75,276.1332902
+13/05/2016,8.4,13.3,275.9379399
+14/05/2016,14.5,10.6,275.994158
+15/05/2016,31.9,13.45,276.2410629
+16/05/2016,6.4,13.25,276.6321392
+17/05/2016,15.1,9.8,276.5574008
+18/05/2016,0.2,12.2,276.3624376
+19/05/2016,6.6,11.75,276.5078096
+20/05/2016,2.6,10.65,276.4787982
+21/05/2016,0,17,276.5038126
+22/05/2016,0,16.9,276.6522585
+23/05/2016,0,15,276.63242
+24/05/2016,0.6,12.8,278.547754
+25/05/2016,0,14.8,276.8979097
+26/05/2016,0,16.9,276.9522639
+27/05/2016,0,20.05,275.7262533
+28/05/2016,0,21.35,277.126833
+29/05/2016,0,19.8,277.2510121
+30/05/2016,0,15.95,277.3687139
+31/05/2016,0,15.75,277.1448223
+01/06/2016,0,13.85,277.1255654
+02/06/2016,7.2,14.05,277.045497
+03/06/2016,3.6,15.95,276.8969536
+04/06/2016,13.3,16.4,277.0327085
+05/06/2016,1.8,17,276.9569736
+06/06/2016,4.6,17.85,276.9506957
+07/06/2016,2.2,16.8,277.0819815
+08/06/2016,3.2,18.5,276.9707063
+09/06/2016,9.1,16.75,277.1542318
+10/06/2016,1,17.3,274.7996841
+11/06/2016,0,17.75,277.145346
+12/06/2016,9.2,16.9,277.4690453
+13/06/2016,16.2,15.3,276.8425041
+14/06/2016,0,17.75,276.8709918
+15/06/2016,0,17.55,
+16/06/2016,0,20.1,277.1059204
+17/06/2016,0,20.05,276.9935108
+18/06/2016,0,19.25,277.0724309
+19/06/2016,12,16.6,276.9428153
+20/06/2016,0.2,15.6,277.1127232
+21/06/2016,0,18.45,276.9925734
+22/06/2016,0,21.25,276.9951204
+23/06/2016,2.8,22.95,277.0363684
+24/06/2016,0,25.25,276.9091559
+25/06/2016,0,25.1,276.8998325
+26/06/2016,0,23.95,276.8635076
+27/06/2016,0,20.75,277.1755239
+28/06/2016,0,20.4,277.018555
+29/06/2016,0,21.15,276.998983
+30/06/2016,6.8,22.35,276.9656608
+01/07/2016,4.6,22.95,277.0872416
+02/07/2016,0,23.75,277.2163325
+03/07/2016,0,23.7,277.2061131
+04/07/2016,0,24.05,277.033899
+05/07/2016,1.4,23.7,277.2789493
+06/07/2016,15,22.1,277.3454921
+07/07/2016,0,23,277.3437279
+08/07/2016,0,24.45,277.550972
+09/07/2016,0,23.95,277.9865694
+10/07/2016,15.1,24.25,278.5814214
+11/07/2016,0,24.5,279.9468057
+12/07/2016,0,26,281.6963671
+13/07/2016,0,24.85,282.0539736
+14/07/2016,0,20.55,282.3564243
+15/07/2016,0.6,16.4,282.8225756
+16/07/2016,0,15.9,283.0484409
+17/07/2016,0,17.6,283.6464433
+18/07/2016,0,21.3,283.7988291
+19/07/2016,0,23.6,284.4340034
+20/07/2016,0,24.9,284.8536861
+21/07/2016,0,25,285.256622
+22/07/2016,0,23.95,286.0645311
+23/07/2016,0,25.8,286.4610258
+24/07/2016,8.4,19.45,286.9831089
+25/07/2016,8.4,21.5,286.8368228
+26/07/2016,0.2,21.25,286.7390719
+27/07/2016,16.3,22.8,287.2794151
+28/07/2016,0.6,23.4,287.6775332
+29/07/2016,0,22.6,288.6508026
+30/07/2016,0,23.7,289.1457136
+31/07/2016,0,24.6,289.4631069
+01/08/2016,0,22.9,289.0679475
+02/08/2016,12.7,23,291.4645194
+03/08/2016,0,23,291.8707007
+04/08/2016,0,24,291.8392389
+05/08/2016,0,23.65,292.9908446
+06/08/2016,11.7,18.25,293.8918701
+07/08/2016,0,20.25,294.4546586
+08/08/2016,0.2,21.2,294.5351649
+09/08/2016,0,22.2,294.6945291
+10/08/2016,0,21.8,295.1120512
+11/08/2016,0.2,20.9,294.946034
+12/08/2016,0,18.25,295.0102957
+13/08/2016,0,18.8,294.8348528
+14/08/2016,0,20.95,295.064108
+15/08/2016,0,22.45,295.2427033
+16/08/2016,0,23.1,295.2630961
+17/08/2016,2.6,21.05,295.326775
+18/08/2016,1.8,20.85,295.2713698
+19/08/2016,0,21.1,294.7677332
+20/08/2016,0,22.95,295.0479089
+21/08/2016,0,23.8,295.1718293
+22/08/2016,0,21.25,295.3256178
+23/08/2016,0,19.65,295.1319468
+24/08/2016,0,21.05,295.0209237
+25/08/2016,0,21.85,294.6188372
+26/08/2016,0,23.85,294.8244902
+27/08/2016,0,24.15,294.6446884
+28/08/2016,0,23.6,294.7649894
+29/08/2016,0,22.85,294.8557078
+30/08/2016,1.6,23.1,294.8770817
+31/08/2016,1,20.75,292.2424907
+01/09/2016,0.4,21.15,294.6554726
+02/09/2016,0,22.8,294.5999651
+03/09/2016,0,23.95,294.604008
+04/09/2016,17.5,22.7,294.6496661
+05/09/2016,1.6,19.95,294.4624094
+06/09/2016,0,16.9,294.0303572
+07/09/2016,30.1,15.25,294.2023417
+08/09/2016,0.2,16.95,294.2041201
+09/09/2016,2.4,19.3,293.2369257
+10/09/2016,5.2,17.15,294.0538615
+11/09/2016,3,18.35,295.5932285
+12/09/2016,0,19.05,299.9394485
+13/09/2016,2.4,19.95,296.099689
+14/09/2016,1.4,20.3,293.5109205
+15/09/2016,0,19.2,294.4812448
+16/09/2016,25.5,19.4,290.7872657
+17/09/2016,1.2,16.95,283.4181
+18/09/2016,12.4,14.2,281.50078
+19/09/2016,5.9,13.85,281.3974709
+20/09/2016,0,17.15,293.8517211
+21/09/2016,1.4,16.2,300.0134779
+22/09/2016,4.2,16.55,300.0899728
+23/09/2016,0,15.8,299.991899
+24/09/2016,0,16.15,298.0875671
+25/09/2016,0,16.7,298.23991
+26/09/2016,0,16.85,292.8889152
+27/09/2016,0,15.75,286.819351
+28/09/2016,0,16.25,284.3148841
+29/09/2016,0,16.55,279.3377616
+30/09/2016,0,16.2,274.1090697
+01/10/2016,0,16.55,269.0900348
+02/10/2016,30,14.9,266.936223
+03/10/2016,0.2,15.85,266.3381576
+04/10/2016,5.2,15.3,268.188346
+05/10/2016,2.6,13.65,268.7119371
+06/10/2016,4.8,12.55,268.2069447
+07/10/2016,21.6,12.15,268.0044138
+08/10/2016,4.2,12.8,270.4436784
+09/10/2016,2.6,14.6,273.7954125
+10/10/2016,1,14.05,275.1130855
+11/10/2016,9.3,11.25,291.8201791
+12/10/2016,0,10.05,295.7178528
+13/10/2016,0,11.45,293.8203305
+14/10/2016,0,20.15,293.9163627
+15/10/2016,15.5,17.6,294.0005338
+16/10/2016,0,16.1,294.3756763
+17/10/2016,0,15.7,294.5310809
+18/10/2016,3.2,12.15,294.782203
+19/10/2016,0.2,12.65,294.8405651
+20/10/2016,2.4,13,294.9407111
+21/10/2016,3.6,13.35,294.4893531
+22/10/2016,0,12.2,294.4864549
+23/10/2016,0.4,13.8,294.4642793
+24/10/2016,0,17.85,294.5531709
+25/10/2016,0,18.7,294.5955628
+26/10/2016,3.8,17.25,294.5312681
+27/10/2016,22.2,11.45,294.6022972
+28/10/2016,0,11.5,294.5021826
+29/10/2016,0,12.05,294.6166362
+30/10/2016,0,13.8,294.6042657
+31/10/2016,0,12.75,294.6192841
+01/11/2016,0,11.35,294.7167377
+02/11/2016,0,11.55,294.679629
+03/11/2016,7.6,12.4,295.7556422
+04/11/2016,0,12.75,296.6075439
+05/11/2016,0.2,11.6,296.6075439
+06/11/2016,57.6,13,296.6075439
+07/11/2016,1.2,9.55,296.6075439
+08/11/2016,20.6,8.35,
+09/11/2016,3,7.3,
+10/11/2016,1.8,7.55,
+11/11/2016,24.4,7.3,296.6075439
+12/11/2016,0.4,5.2,296.6075439
+13/11/2016,0,5.95,296.6075439
+14/11/2016,0.4,7.25,296.6075439
+15/11/2016,0,7.75,296.6075439
+16/11/2016,0,6.75,296.6075439
+17/11/2016,1,9.45,296.6075439
+18/11/2016,0.2,13.45,296.6075439
+19/11/2016,18.7,11.3,296.6075439
+20/11/2016,0,13.3,296.6075439
+21/11/2016,0,12.7,296.6075439
+22/11/2016,0,13.2,296.6075439
+23/11/2016,0,13.2,296.6075439
+24/11/2016,0.2,13,296.6075439
+25/11/2016,34.4,10.45,296.6075439
+26/11/2016,0.2,9.8,296.6075439
+27/11/2016,0,9.55,296.6075439
+28/11/2016,0,9,296.6075439
+29/11/2016,0,2.1,296.6075439
+30/11/2016,0,3.25,296.6075439
+01/12/2016,0,5.1,296.6075439
+02/12/2016,0,5.5,296.6075439
+03/12/2016,0,6.8,296.6075439
+04/12/2016,0,9.3,296.6075439
+05/12/2016,0,8.6,296.6075439
+06/12/2016,0,7.5,296.6075439
+07/12/2016,0,8.05,296.6075439
+08/12/2016,0,7.15,296.6075439
+09/12/2016,0,8.3,296.6075439
+10/12/2016,0,8.2,296.6075439
+11/12/2016,0,6.35,296.6075439
+12/12/2016,0,8.75,296.6075439
+13/12/2016,0,6.05,296.6075439
+14/12/2016,0,5.8,296.6075439
+15/12/2016,0,6.85,296.6075439
+16/12/2016,0,5.55,296.6075439
+17/12/2016,0,4.35,296.6075439
+18/12/2016,0,3.6,296.6075439
+19/12/2016,5,3.6,296.6075439
+20/12/2016,2,8.2,296.6075439
+21/12/2016,0,9.1,296.6075439
+22/12/2016,0,6.95,296.6075439
+23/12/2016,0,8.65,296.6075439
+24/12/2016,0,9.2,296.6075439
+25/12/2016,0,6.4,296.6075439
+26/12/2016,0,10.25,296.6075439
+27/12/2016,0,8.9,296.6075439
+28/12/2016,0,7.3,296.6075439
+29/12/2016,0,2.15,296.6075439
+30/12/2016,0,1.1,296.6075439
+31/12/2016,0,2.5,296.6075439
+01/01/2017,0,3.35,296.6075439
+02/01/2017,0,3.7,296.6075439
+03/01/2017,15,4.2,296.6075439
+04/01/2017,0,4.35,296.6075439
+05/01/2017,6.8,1.9,296.6075439
+06/01/2017,0,-4.3,296.6075439
+07/01/2017,2.2,-4.9,296.6075439
+08/01/2017,2,-3.2,296.6075439
+09/01/2017,1.4,-0.4,296.6075439
+10/01/2017,0,-2,296.6075439
+11/01/2017,0,-2.35,296.6075439
+12/01/2017,5.8,1.05,296.6075439
+13/01/2017,28.6,3.1,296.6075439
+14/01/2017,0.8,0.35,296.6075439
+15/01/2017,0,0.5,296.6075439
+16/01/2017,0,2.45,296.6075439
+17/01/2017,4.4,2.25,296.6075439
+18/01/2017,10,2.45,296.6075439
+19/01/2017,0,3.7,296.6075439
+20/01/2017,0,3.9,296.6075439
+21/01/2017,0,5.15,296.6075439
+22/01/2017,0,7.15,296.6075439
+23/01/2017,2.8,6.65,296.6075439
+24/01/2017,0.8,4.8,296.6075439
+25/01/2017,0,6.1,296.6075439
+26/01/2017,0,3.3,296.6075439
+27/01/2017,0,4.25,296.6075439
+28/01/2017,0,5.35,296.6075439
+29/01/2017,0,4.4,296.6075439
+30/01/2017,0,4.55,296.6075439
+31/01/2017,0,5.8,296.6075439
+01/02/2017,1.4,6.8,296.6075439
+02/02/2017,0,7.05,296.6075439
+03/02/2017,2,8.4,296.6075439
+04/02/2017,5,9.15,296.6075439
+05/02/2017,15.8,8.55,296.6075439
+06/02/2017,30,5.9,296.6075439
+07/02/2017,3.6,6.35,296.6075439
+08/02/2017,0.2,6.85,296.6075439
+09/02/2017,1.2,5.55,296.6075439
+10/02/2017,2.6,8.05,296.6075439
+11/02/2017,0,7.85,296.6075439
+12/02/2017,0,8.15,296.6075439
+13/02/2017,0,8.15,296.6075439
+14/02/2017,0,7.1,296.6075439
+15/02/2017,0,6.95,296.6075439
+16/02/2017,0,8.1,296.6075439
+17/02/2017,0,7.1,296.6075439
+18/02/2017,6.4,4.95,296.6075439
+19/02/2017,0,5.1,296.6075439
+20/02/2017,0,5.3,
+21/02/2017,0,5.5,294.6357144
+22/02/2017,0,6.85,293.9973594
+23/02/2017,0,8.35,294.4337821
+24/02/2017,3.8,8,294.8220141
+25/02/2017,2.8,9.05,294.553379
+26/02/2017,0,9.55,292.2914823
+27/02/2017,0,9.8,291.2113498
+28/02/2017,0.6,8.4,291.1961533
+01/03/2017,2,8.8,288.6040936
+02/03/2017,0,8.85,289.8963593
+03/03/2017,0,9.55,288.7451165
+04/03/2017,2.2,10,288.6375582
+05/03/2017,25.7,5.85,288.6189608
+06/03/2017,23.2,8.85,288.0262688
+07/03/2017,10.8,5.6,287.5579163
+08/03/2017,0,8.4,286.4191484
+09/03/2017,0,10.55,286.6520425
+10/03/2017,1.4,10.85,287.2223413
+11/03/2017,0.2,7.35,286.7405164
+12/03/2017,0,6.8,286.399731
+13/03/2017,0,8.7,286.5646176
+14/03/2017,0,8.65,286.721999
+15/03/2017,0,8.25,286.8243296
+16/03/2017,0,9.65,286.9755518
+17/03/2017,0,11.5,287.7310898
+18/03/2017,0,10.1,288.4987318
+19/03/2017,0,10.3,288.6876497
+20/03/2017,0,12.95,288.0903892
+21/03/2017,0,13.05,287.5985477
+22/03/2017,0,13.5,287.1178523
+23/03/2017,0,13.1,287.096405
+24/03/2017,0,14.65,287.2597449
+25/03/2017,0,15.5,287.2629576
+26/03/2017,2.4,12.05,287.231903
+27/03/2017,8.2,7.35,228.3064201
+28/03/2017,0,8.55,286.7941969
+29/03/2017,0,11.55,286.2979825
+30/03/2017,0,14.65,284.8807108
+31/03/2017,0,15.2,286.3353148
+01/04/2017,0,13.6,286.4176215
+02/04/2017,5.2,11.45,286.4550274
+03/04/2017,12,9.55,285.9679685
+04/04/2017,2.4,11.6,286.0038407
+05/04/2017,14.5,11.75,286.3253924
+06/04/2017,12.4,10.7,286.4090661
+07/04/2017,0,10.55,286.4779599
+08/04/2017,0,12.9,
+09/04/2017,0,14.3,
+10/04/2017,0,14.85,
+11/04/2017,5.6,14.25,286.7788145
+12/04/2017,0.6,13.95,286.5581728
+13/04/2017,0.2,13.75,286.7820897
+14/04/2017,0,13.55,286.9291191
+15/04/2017,0,13.25,287.0298257
+16/04/2017,2,13.95,287.1842157
+17/04/2017,1,13.45,286.9272408
+18/04/2017,3,9.95,286.5719101
+19/04/2017,1.4,4.75,286.3109447
+20/04/2017,0,4.55,286.2038549
+21/04/2017,0,5.1,286.4562949
+22/04/2017,0,7.55,286.5600502
+23/04/2017,0,10.7,284.8843918
+24/04/2017,0,11.1,285.1916656
+25/04/2017,0,12.1,285.1545672
+26/04/2017,0,12.55,285.7000854
+27/04/2017,10.4,12.75,285.1102184
+28/04/2017,33.4,9.45,284.6511823
+29/04/2017,2.4,11.6,284.4912565
+30/04/2017,0,11.7,284.5599713
+01/05/2017,0,11.95,284.6909107
+02/05/2017,0,13.6,284.4700232
+03/05/2017,3.4,13.25,284.4801366
+04/05/2017,0,13.75,284.8436189
+05/05/2017,0.4,15.4,284.7121872
+06/05/2017,0.8,14.55,283.6812059
+07/05/2017,1.6,12.6,284.9365926
+08/05/2017,33.5,11.85,284.8356846
+09/05/2017,25.7,11.55,284.7405973
+10/05/2017,0,13.65,284.1667391
+11/05/2017,0.2,16.85,282.0025983
+12/05/2017,0.2,19.05,282.0004384
+13/05/2017,0,17.35,282.2620847
+14/05/2017,0,16.7,283.2068881
+15/05/2017,16.4,17.1,283.1913106
+16/05/2017,0,16.3,281.3795277
+17/05/2017,0,17.6,284.6136579
+18/05/2017,0,17.95,286.807341
+19/05/2017,0,18.15,282.6753369
+20/05/2017,15.3,14.15,283.5875968
+21/05/2017,0.2,12.25,285.533332
+22/05/2017,0,16.4,286.385509
+23/05/2017,32.4,17.4,286.6528776
+24/05/2017,0.2,17.5,286.4237583
+25/05/2017,4,16.2,286.626628
+26/05/2017,0,15.2,285.6512042
+27/05/2017,0,16.35,286.6524543
+28/05/2017,0,18.35,287.0288509
+29/05/2017,0,18.15,286.0659397
+30/05/2017,0,19.1,286.8284478
+31/05/2017,0,19.75,286.9017084
+01/06/2017,0,19.95,286.8994982
+02/06/2017,0,19.05,286.8279301
+03/06/2017,0,19.6,286.9073408
+04/06/2017,0,20.35,286.8792179
+05/06/2017,0,20.95,286.2812319
+06/06/2017,2,18.3,285.5820478
+07/06/2017,0,18.45,286.3643435
+08/06/2017,0,19.65,286.8675473
+09/06/2017,0,20.15,286.3751004
+10/06/2017,0.4,21.2,286.3869403
+11/06/2017,0,21.2,286.292739
+12/06/2017,0,20.85,285.3902438
+13/06/2017,0,22.8,285.6013106
+14/06/2017,0,23.05,287.1723989
+15/06/2017,0,23.45,287.7770801
+16/06/2017,0,23.4,288.3820554
+17/06/2017,19.6,22.05,289.0467915
+18/06/2017,0,18.95,286.2061508
+19/06/2017,0,19.6,289.3061664
+20/06/2017,0,21.9,289.9236996
+21/06/2017,0,22.4,290.5236353
+22/06/2017,15.2,23.3,290.9879992
+23/06/2017,0,23.1,291.287717
+24/06/2017,0,23.2,291.6549225
+25/06/2017,0,23.85,292.2848459
+26/06/2017,1.6,23.6,292.9121432
+27/06/2017,0,24.4,293.5574946
+28/06/2017,0.6,23.1,292.9867285
+29/06/2017,0.4,22.2,294.439253
+30/06/2017,0,22.1,293.4865359
+01/07/2017,0.4,19.6,295.2287558
+02/07/2017,11,19.1,294.3056068
+03/07/2017,0,19.1,294.4049237
+04/07/2017,0,21.85,295.6234193
+05/07/2017,0,24.3,295.7802416
+06/07/2017,0,25.2,295.7118199
+07/07/2017,0,25.9,295.8198748
+08/07/2017,0,25.85,294.5402742
+09/07/2017,0,26.2,294.6120884
+10/07/2017,0,26.05,295.4342903
+11/07/2017,0,25.55,293.061802
+12/07/2017,0,26,295.5889382
+13/07/2017,0,26,295.6714632
+14/07/2017,31,23.85,295.5815736
+15/07/2017,24.4,21.65,295.654385
+16/07/2017,0.2,19.35,294.8660635
+17/07/2017,0,20.2,295.3509172
+18/07/2017,0,21.55,295.5021917
+19/07/2017,0,23.05,295.5510162
+20/07/2017,0,23.4,295.4842514
+21/07/2017,0,25.3,294.6025575
+22/07/2017,0,24.9,282.3087938
+23/07/2017,0,24.8,295.507095
+24/07/2017,0,23.95,295.5224008
+25/07/2017,6.6,20.25,295.4739713
+26/07/2017,1.2,19.15,295.4049869
+27/07/2017,0,19.95,295.4620642
+28/07/2017,0,21.65,295.6943411
+29/07/2017,0,23,295.2042661
+30/07/2017,0,25.2,295.2317944
+31/07/2017,0.2,27.65,295.2068845
+01/08/2017,0,29,295.1331078
+02/08/2017,0,30.4,293.9302794
+03/08/2017,0,31.1,290.9154834
+04/08/2017,0,30.9,283.0075508
+05/08/2017,0,30.2,279.5458599
+06/08/2017,0,28.05,279.8957451
+07/08/2017,0,29,279.7595772
+08/08/2017,0,28.45,277.8994841
+09/08/2017,0,28.95,277.0360834
+10/08/2017,0,29.15,274.3462127
+11/08/2017,0,21.55,267.7377837
+12/08/2017,13.8,18.3,264.2501785
+13/08/2017,0,20.5,262.9659385
+14/08/2017,0,22.3,258.2781131
+15/08/2017,0,24.45,253.5163356
+16/08/2017,0,25.5,250.2996651
+17/08/2017,0,26.45,243.9294081
+18/08/2017,0,26.1,238.4788856
+19/08/2017,0,26.2,236.29466
+20/08/2017,0,24.05,235.6796515
+21/08/2017,0,22.1,232.925275
+22/08/2017,0,20.5,229.5237129
+23/08/2017,0,21.85,226.5963731
+24/08/2017,0,24.05,224.7165013
+25/08/2017,0,25.6,221.4396477
+26/08/2017,0,26.15,218.5505516
+27/08/2017,0,27.75,216.0797671
+28/08/2017,0,26.85,214.7309782
+29/08/2017,0,25.55,214.7884687
+30/08/2017,0,23.6,215.1568446
+31/08/2017,0,24.95,215.0094137
+01/09/2017,14.3,22.4,213.8891335
+02/09/2017,1.6,17.4,213.1538985
+03/09/2017,4.4,14.75,212.3904338
+04/09/2017,0,17.05,211.4447939
+05/09/2017,0,18.9,210.179778
+06/09/2017,0,19.7,208.0344701
+07/09/2017,0,19.05,205.6504871
+08/09/2017,0,18.9,204.5712843
+09/09/2017,0,18.9,203.0262324
+10/09/2017,140.8,18.4,201.074759
+11/09/2017,59,15.1,201.2940017
+12/09/2017,0.4,17.4,226.2879877
+13/09/2017,0,16.7,226.6333135
+14/09/2017,0,16.3,277.0259161
+15/09/2017,0,18.85,295.1912375
+16/09/2017,18.5,18.6,295.3685273
+17/09/2017,6.1,16.15,295.4254199
+18/09/2017,0,14.7,295.3121914
+19/09/2017,6.8,15.1,295.2307668
+20/09/2017,0,12.3,294.7356512
+21/09/2017,0,13.3,295.4362748
+22/09/2017,0,14.75,295.4287785
+23/09/2017,0,15.55,295.4936659
+24/09/2017,0,15.1,295.6846599
+25/09/2017,10.9,15.55,297.4706399
+26/09/2017,0.2,14.7,300.1609827
+27/09/2017,0,16.1,293.180223
+28/09/2017,0,16.25,283.4949026
+29/09/2017,0,15.75,276.621375
+30/09/2017,0,14.7,272.0087977
+01/10/2017,0.4,15.3,268.876855
+02/10/2017,3.8,16.4,267.9028469
+03/10/2017,0,15.75,260.1447579
+04/10/2017,0,17.65,253.2624411
+05/10/2017,0,17.5,247.0525727
+06/10/2017,1.6,15.05,241.5658211
+07/10/2017,0.2,10.25,238.459451
+08/10/2017,0,10.8,238.1181244
+09/10/2017,0,13.15,236.1307907
+10/10/2017,8.6,15.45,233.2128962
+11/10/2017,0,14.8,230.6181642
+12/10/2017,0,15.45,222.6385603
+13/10/2017,0,15.5,221.109459
+14/10/2017,0,16.9,217.321754
+15/10/2017,0,18.6,214.98615
+16/10/2017,0,18.55,214.1284568
+17/10/2017,0,17.95,210.6439685
+18/10/2017,0,16.55,207.3730029
+19/10/2017,0,15.25,206.952423
+20/10/2017,0,15.6,206.6616075
+21/10/2017,0,15,206.0835421
+22/10/2017,8.6,13.05,205.046426
+23/10/2017,0,9.5,203.7935019
+24/10/2017,0.4,10.5,205.4080954
+25/10/2017,0,12.95,204.3229594
+26/10/2017,0,13.85,202.3476804
+27/10/2017,0,13.15,205.2315404
+28/10/2017,0,11.8,205.4200869
+29/10/2017,0,10.4,203.7224704
+30/10/2017,0,12.1,202.4208462
+31/10/2017,0,11.75,201.1240064
+01/11/2017,0,10.3,197.7404036
+02/11/2017,0,11,194.0916033
+03/11/2017,4.8,8.95,191.8933704
+04/11/2017,0,12.45,190.6589389
+05/11/2017,26.4,12.15,189.0161411
+06/11/2017,32.5,8.9,187.7531821
+07/11/2017,11.8,7.3,216.111071
+08/11/2017,0.2,7.95,223.9227733
+09/11/2017,0.2,9.95,221.54346
+10/11/2017,0.2,11.5,217.5781139
+11/11/2017,0,10.75,217.719509
+12/11/2017,1.6,10.45,221.7249337
+13/11/2017,22.3,6.1,225.4145992
+14/11/2017,10.2,5.55,259.3897386
+15/11/2017,9.6,7.75,295.1046023
+16/11/2017,0.4,9.05,294.4036907
+17/11/2017,0,10.6,295.9801211
+18/11/2017,0,8.5,295.7582796
+19/11/2017,0,7.35,295.5100706
+20/11/2017,0,6.7,295.4729666
+21/11/2017,0,8.05,295.5459414
+22/11/2017,0,9.8,295.7672228
+23/11/2017,0,9.65,295.7806701
+24/11/2017,0,8.3,295.7173852
+25/11/2017,1.6,10.05,295.5485176
+26/11/2017,8,7.15,294.1446548
+27/11/2017,0,3.45,295.1757923
+28/11/2017,0,2.6,295.3606553
+29/11/2017,70.7,6.45,295.3044281
+30/11/2017,10,6.85,294.94456
+01/12/2017,0.2,4.2,292.2808907
+02/12/2017,0,3.6,289.3765766
+03/12/2017,3.4,4.25,290.2921898
+04/12/2017,0.2,3.55,290.513619
+05/12/2017,0,4.5,290.4948093
+06/12/2017,0,6.1,290.2257957
+07/12/2017,0,4.5,289.1983236
+08/12/2017,4.4,5.5,289.7843458
+09/12/2017,10.2,2.2,289.5708477
+10/12/2017,1.6,0.55,288.9780702
+11/12/2017,38.8,7.05,289.0147123
+12/12/2017,14,9.15,281.715168
+13/12/2017,20.4,6.15,285.1038584
+14/12/2017,18.2,5.1,285.3618903
+15/12/2017,63.7,7.9,285.4003997
+16/12/2017,3.6,4.9,283.3420542
+17/12/2017,2.6,4.05,286.5973183
+18/12/2017,0,1.75,287.4071353
+19/12/2017,0,0.7,287.2590029
+20/12/2017,0,0.7,287.3006026
+21/12/2017,0,1.1,286.8537558
+22/12/2017,0,4.35,286.4238177
+23/12/2017,0,7.65,286.3746886
+24/12/2017,0,8.2,286.3188714
+25/12/2017,0,6.95,286.2877642
+26/12/2017,2,5.25,286.1409696
+27/12/2017,94.9,5.7,286.0215439
+28/12/2017,12.6,2.6,285.2833504
+29/12/2017,10,2.5,285.8690179
+30/12/2017,2,3.4,286.2840679
+31/12/2017,0,6.25,285.6586306
+01/01/2018,5.2,6.2,285.520742
+02/01/2018,5,5.25,285.433921
+03/01/2018,1.2,5.3,285.4662226
+04/01/2018,0.2,8.75,285.3569507
+05/01/2018,0,8.3,285.1199166
+06/01/2018,0,9.8,273.0413193
+07/01/2018,0,11.95,283.4794891
+08/01/2018,0,13.45,283.8310706
+09/01/2018,8.3,10.9,283.9967967
+10/01/2018,9.6,7.3,284.2730616
+11/01/2018,14.6,5.1,284.4637546
+12/01/2018,0.4,6.85,284.8036611
+13/01/2018,0,5.25,284.9816316
+14/01/2018,0,4.8,285.1529731
+15/01/2018,4.6,6.6,285.409068
+16/01/2018,17.8,5.6,283.9526944
+17/01/2018,5.8,4.6,283.0114659
+18/01/2018,0.4,3.2,282.3880703
+19/01/2018,7.8,6.05,282.9912076
+20/01/2018,0.2,7.7,282.0988631
+21/01/2018,1.6,7.5,282.1848494
+22/01/2018,0.2,5.45,281.8416884
+23/01/2018,0,7.25,282.0142623
+24/01/2018,0,6.2,282.0716175
+25/01/2018,0,6.35,281.6197422
+26/01/2018,0,6.35,281.4174235
+27/01/2018,0,7.6,281.1780577
+28/01/2018,0,7.55,281.1924477
+29/01/2018,0,8.35,281.2367184
+30/01/2018,0,6.75,281.5212508
+31/01/2018,0,5.85,281.6421359
+01/02/2018,22.4,5.9,282.0379488
+02/02/2018,35.5,8.1,282.4608154
+03/02/2018,36.6,4.7,282.4608154
+04/02/2018,5,3.35,
+05/02/2018,0,5.55,
+06/02/2018,32.6,5.25,
+07/02/2018,30.9,4.15,
+08/02/2018,0.2,3.95,
+09/02/2018,0,4.95,
+10/02/2018,0,4.75,
+11/02/2018,0,3.95,
+12/02/2018,3.8,2.35,
+13/02/2018,1,3.75,
+14/02/2018,0.2,-0.3,
+15/02/2018,0,2.15,
+16/02/2018,0,5.25,
+17/02/2018,0,6.35,
+18/02/2018,13.6,5.55,
+19/02/2018,6,6.05,
+20/02/2018,3,4.5,286.5629405
+21/02/2018,0,4,287.4811412
+22/02/2018,14.2,3.25,288.00177
+23/02/2018,7.8,6.85,
+24/02/2018,32.4,5.9,
+25/02/2018,0,4.5,
+26/02/2018,0.4,-2.55,
+27/02/2018,10.6,-3.3,
+28/02/2018,11,-2.35,
+01/03/2018,4,3.4,
+02/03/2018,7,7.85,
+03/03/2018,24.3,5.3,
+04/03/2018,7,7.7,
+05/03/2018,21.4,7.25,
+06/03/2018,52.2,5.05,
+07/03/2018,27.6,5.7,
+08/03/2018,0,7,
+09/03/2018,0,8.55,
+10/03/2018,0,8.15,
+11/03/2018,11.2,11.85,
+12/03/2018,12,7.9,
+13/03/2018,7.5,8.1,
+14/03/2018,0,7.95,
+15/03/2018,5.6,7.15,
+16/03/2018,14.8,9.8,
+17/03/2018,21,8.5,
+18/03/2018,22,5.8,
+19/03/2018,13,3.95,
+20/03/2018,16.6,5.65,
+21/03/2018,17.4,6.1,
+22/03/2018,0,3.45,
+23/03/2018,0,1.9,
+24/03/2018,0,3.95,227.4667518
+25/03/2018,0,5.95,227.221854
+26/03/2018,2.6,6.3,227.0872604
+27/03/2018,0.4,7,226.9583731
+28/03/2018,0,8.35,226.9437994
+29/03/2018,0,11.1,226.9517404
+30/03/2018,0,11.65,226.9449711
+31/03/2018,16.8,6.95,226.9411158
+01/04/2018,2.2,6.75,226.9487474
+02/04/2018,0.2,8.75,226.991171
+03/04/2018,0,11.3,226.9570889
+04/04/2018,0,12.65,226.9875143
+05/04/2018,1.6,11.5,226.9754304
+06/04/2018,0.2,12.65,227.0368141
+07/04/2018,0,12.7,
+08/04/2018,0,15.85,
+09/04/2018,13,11.55,
+10/04/2018,0,11.55,
+11/04/2018,1.6,12.65,
+12/04/2018,10.4,10.75,278.1584494
+13/04/2018,0,11.6,277.4006471
+14/04/2018,0,15.5,278.2935713
+15/04/2018,0,17.15,278.4586079
+16/04/2018,11.6,15.15,277.7842087
+17/04/2018,3,13.2,277.2966536
+18/04/2018,4.4,14.2,
+19/04/2018,0,16.8,
+20/04/2018,0,17.45,
+21/04/2018,0,17.3,
+22/04/2018,0,16.7,
+23/04/2018,0.2,17.1,
+24/04/2018,0,16.4,
+25/04/2018,0,17.55,
+26/04/2018,0,16.95,
+27/04/2018,0,18.65,
+28/04/2018,0,20.15,
+29/04/2018,3.4,20.4,
+30/04/2018,0.2,15.95,
+01/05/2018,0.2,12.45,
+02/05/2018,0,19.05,
+03/05/2018,19.6,14.25,
+04/05/2018,6.8,12.55,
+05/05/2018,12,12.3,
+06/05/2018,3.4,13.25,
+07/05/2018,14.7,15.25,
+08/05/2018,21,14.3,
+09/05/2018,4,13.8,
+10/05/2018,7.1,14.55,
+11/05/2018,2.8,15.8,
+12/05/2018,17.6,14.75,
+13/05/2018,0,15.15,
+14/05/2018,3.6,11.55,
+15/05/2018,1.2,9.1,
+16/05/2018,0,9.8,
+17/05/2018,0,13.5,
+18/05/2018,0,15.9,
+19/05/2018,0,16.55,
+20/05/2018,0,18.55,
+21/05/2018,0.6,17.35,
+22/05/2018,2.8,16.95,
+23/05/2018,26.7,14.4,
+24/05/2018,3.2,17.7,
+25/05/2018,37.6,18,
+26/05/2018,12.1,20.15,
+27/05/2018,2,21.45,
+28/05/2018,0,20.65,
+29/05/2018,0,21.9,
+30/05/2018,0,22.7,
+31/05/2018,0,21.4,
+01/06/2018,0,20.8,
+02/06/2018,0,20.2,
+03/06/2018,0,21.1,
+04/06/2018,0,21.65,
+05/06/2018,0,18.75,
+06/06/2018,0,18.75,
+07/06/2018,0,21.7,
+08/06/2018,27.1,19.9,
+09/06/2018,0.4,17.8,
+10/06/2018,0,20.8,
+11/06/2018,0,22.35,
+12/06/2018,0,21.6,
+13/06/2018,3.2,18.1,
+14/06/2018,0.6,17.15,
+15/06/2018,8.3,18.15,
+16/06/2018,0,18.25,
+17/06/2018,13.4,19.95,
+18/06/2018,0.2,19.25,
+19/06/2018,0,21.1,
+20/06/2018,4.2,20.2,
+21/06/2018,7.2,20.45,
+22/06/2018,0.2,19.5,
+23/06/2018,0.2,16.35,
+24/06/2018,0,17.05,
+25/06/2018,1,17.05,
+26/06/2018,0,16.55,
+27/06/2018,0,17.15,
+28/06/2018,0,17.85,
+29/06/2018,0.2,18.15,
+30/06/2018,1.2,21.55,
+01/07/2018,0,23.45,
+02/07/2018,0,23.45,
+03/07/2018,0,22,
+04/07/2018,0,22.75,
+05/07/2018,0,24.2,
+06/07/2018,0.6,22.15,
+07/07/2018,10.9,21.9,
+08/07/2018,0.2,20.7,
+09/07/2018,0,21.45,
+10/07/2018,0,21.2,
+11/07/2018,0,21.35,
+12/07/2018,0,22.5,
+13/07/2018,0,23.45,
+14/07/2018,0,24.5,
+15/07/2018,0,25.2,
+16/07/2018,2,23.7,
+17/07/2018,15,20.6,
+18/07/2018,0,22.4,
+19/07/2018,0,23.8,
+20/07/2018,0,24.05,
+21/07/2018,0,24.05,
+22/07/2018,0,23.4,
+23/07/2018,11.9,18.9,
+24/07/2018,11.8,22.1,
+25/07/2018,0.2,22.2,
+26/07/2018,12.5,23.25,
+27/07/2018,0.6,21.65,278.4293085
+28/07/2018,0,22.75,279.6416667
+29/07/2018,0,23.95,280.2187422
+30/07/2018,0,25.8,
+31/07/2018,0,26,
+01/08/2018,0,25.9,
+02/08/2018,4.7,24.6,
+03/08/2018,3.2,22.05,
+04/08/2018,2.8,22.75,
+05/08/2018,0,23.35,
+06/08/2018,0,24.55,
+07/08/2018,5.4,24.6,
+08/08/2018,2.3,23.85,
+09/08/2018,0,23.55,
+10/08/2018,0,25,
+11/08/2018,0,25.3,
+12/08/2018,0,24.6,
+13/08/2018,0,23.7,
+14/08/2018,3.8,22,
+15/08/2018,7.8,18.75,
+16/08/2018,0,21.25,
+17/08/2018,1,21.8,
+18/08/2018,3.2,21.35,
+19/08/2018,5.6,22.05,
+20/08/2018,1.4,22.1,
+21/08/2018,0.4,23.6,
+22/08/2018,0.4,22.3,
+23/08/2018,11.2,22.25,288.6436626
+24/08/2018,0,21.8,289.1707452
+25/08/2018,0,22,289.3854819
+26/08/2018,2.5,18.4,289.4997664
+27/08/2018,0,18,290.2286474
+28/08/2018,0,20.3,290.5462882
+29/08/2018,0,22.15,291.1634912
+30/08/2018,4.8,21.4,291.7572217
+31/08/2018,0.2,21,292.1744983
+01/09/2018,3.6,19.35,290.6908883
+02/09/2018,2.4,19.65,290.9878738
+03/09/2018,0,18.35,292.7731228
+04/09/2018,0,18.65,293.215641
+05/09/2018,0,19.9,290.7679676
+06/09/2018,0,21.2,290.9155214
+07/09/2018,5.8,20.45,293.5315011
+08/09/2018,0,19.2,294.206511
+09/09/2018,13.6,21.05,295.1757454
+10/09/2018,23,20.9,296.3452164
+11/09/2018,0,21.25,290.1845749
+12/09/2018,0,22.5,290.5679645
+13/09/2018,0,20.8,290.7044684
+14/09/2018,26,20.75,290.725616
+15/09/2018,0,21.6,290.8997342
+16/09/2018,0,21.45,290.841512
+17/09/2018,0,21.4,290.6817483
+18/09/2018,1.8,21.3,290.5659398
+19/09/2018,1.2,19.6,289.678396
+20/09/2018,3.8,20.3,290.4383928
+21/09/2018,0,20.65,291.1542531
+22/09/2018,0,21.35,291.798964
+23/09/2018,0,21.2,291.7829323
+24/09/2018,0,20.3,290.802458
+25/09/2018,0.2,15.25,290.8182888
+26/09/2018,0,11.9,291.958799
+27/09/2018,0,14.95,292.0140622
+28/09/2018,0,16.6,292.0569577
+29/09/2018,0,18.1,292.0592481
+30/09/2018,0,15.9,292.2014988
+01/10/2018,15.5,15,292.1374438
+02/10/2018,0,14.8,289.3997014
+03/10/2018,0,16.65,292.0609505
+04/10/2018,0,19.45,292.1424026
+05/10/2018,0,18.3,291.6645628
+06/10/2018,31.1,14.7,290.1787921
+07/10/2018,0.6,15.4,288.3864409
+08/10/2018,0.2,16.6,289.9196703
+09/10/2018,0.6,17.3,288.8812605
+10/10/2018,1.4,17.05,288.4138675
+11/10/2018,0.2,16.85,289.8398773
+12/10/2018,0,16.85,289.8329448
+13/10/2018,0,16.3,289.7034704
+14/10/2018,0,16.55,288.7459505
+15/10/2018,1.2,15.8,289.7706394
+16/10/2018,0,17.8,290.1523753
+17/10/2018,0,18.3,290.2444774
+18/10/2018,0,18.2,290.0982951
+19/10/2018,0,16.75,289.9936499
+20/10/2018,0,17.6,290.0938717
+21/10/2018,27,13.65,289.0315952
+22/10/2018,15.4,9.7,288.9345757
+23/10/2018,0,13.15,288.1070375
+24/10/2018,0,13.55,288.8226
+25/10/2018,0,15.3,288.7266617
+26/10/2018,0,15.15,288.6026569
+27/10/2018,69.6,13.2,288.2212835
+28/10/2018,120.6,14.2,286.2523344
+29/10/2018,98.5,13.75,284.2723607
+30/10/2018,2,10.1,
+31/10/2018,0,11.7,
+01/11/2018,32.7,13.75,285.1650369
+02/11/2018,38.2,12.6,284.8860213
+03/11/2018,0.4,16.75,280.6134124
+04/11/2018,14.1,13.7,280.1491262
+05/11/2018,8.4,11.4,277.7575537
+06/11/2018,0.2,13.2,279.6956119
+07/11/2018,8.6,10.7,278.3616957
+08/11/2018,0.2,10.75,277.7039683
+09/11/2018,0,11.5,277.7286581
+10/11/2018,0,11.65,279.4017358
+11/11/2018,0,12.2,281.2684011
+12/11/2018,0,13.05,285.3936828
+13/11/2018,0,12.5,286.0353628
+14/11/2018,0,13.05,287.2270905
+15/11/2018,0,11.55,212.3341951
+16/11/2018,0,10.45,222.3361198
+17/11/2018,0,7.9,256.3078433
+18/11/2018,0,7.55,280.8496179
+19/11/2018,47.4,6,281.020619
+20/11/2018,71.6,11.5,279.9291829
+21/11/2018,0.2,10.05,274.4365436
+22/11/2018,1,10.1,274.3934899
+23/11/2018,0,9.85,274.4882009
+24/11/2018,26.9,10.35,274.2702618
+25/11/2018,46.3,10.15,274.315291
+26/11/2018,7.4,6.85,275.5901356
+27/11/2018,8.4,7.2,274.9544491
+28/11/2018,0,6.3,275.6707627
+29/11/2018,0,6.55,275.6143381
+30/11/2018,0,6.15,275.5680507
+01/12/2018,0,8.9,275.014901
+02/12/2018,0,8.2,274.8623692
+03/12/2018,3.2,8,274.8608014
+04/12/2018,0.4,11.1,274.696989
+05/12/2018,0,9.55,274.7892025
+06/12/2018,0,8,274.9078507
+07/12/2018,0,8,274.9212928
+08/12/2018,8.6,6.95,274.7607475
+09/12/2018,0.6,6.55,
+10/12/2018,0.2,7.15,
+11/12/2018,0.8,4.45,
+12/12/2018,0,3.2,
+13/12/2018,8.6,3.8,
+14/12/2018,68.2,6.25,
+15/12/2018,23.2,3.1,
+16/12/2018,3,2.4,
+17/12/2018,17.8,5.2,
+18/12/2018,0,4.7,
+19/12/2018,0,3.8,
+20/12/2018,2.2,5.2,
+21/12/2018,0,6.3,
+22/12/2018,0,7.6,
+23/12/2018,0,8.55,
+24/12/2018,0,9.25,
+25/12/2018,0,5.5,
+26/12/2018,0,4.55,
+27/12/2018,0,6.6,
+28/12/2018,0,5.65,
+29/12/2018,0,7,
+30/12/2018,0,6.25,
+31/12/2018,0,5.1,
+01/01/2019,,,
+02/01/2019,,,
+03/01/2019,,,
+04/01/2019,,,277.0257486
+05/01/2019,,,276.9671448
+06/01/2019,,,277.0711894
+07/01/2019,,,277.1108975
+08/01/2019,,,277.150269
+09/01/2019,,,276.6547051
+10/01/2019,,,276.2917589
+11/01/2019,,,275.9969013
+12/01/2019,,,276.3491097
+13/01/2019,,,276.417584
+14/01/2019,,,276.5229436
+15/01/2019,,,276.5495815
+16/01/2019,,,276.6309016
+17/01/2019,,,276.6532582
+18/01/2019,,,276.7469201
+19/01/2019,,,276.6610067
+20/01/2019,,,276.7714305
+21/01/2019,,,276.8300248
+22/01/2019,,,276.959012
+23/01/2019,,,276.9934996
+24/01/2019,,,277.1301346
+25/01/2019,,,277.1260633
+26/01/2019,,,277.2322897
+27/01/2019,,,277.399063
+28/01/2019,,,277.2556823
+29/01/2019,,,277.2380694
+30/01/2019,,,277.2481661
+31/01/2019,,,277.505045
+01/02/2019,,,277.8600434
+02/02/2019,,,277.8405954
+03/02/2019,,,277.9755014
+04/02/2019,,,
+05/02/2019,,,
+06/02/2019,,,
+07/02/2019,,,234.5362251
+08/02/2019,,,233.4532453
+09/02/2019,,,232.5189952
+10/02/2019,,,231.9818386
+11/02/2019,,,231.6339997
+12/02/2019,,,231.0685938
+13/02/2019,,,230.5653634
+14/02/2019,,,230.2614149
+15/02/2019,,,230.0412253
+16/02/2019,,,229.6978455
+17/02/2019,,,229.4304799
+18/02/2019,,,229.1689716
+19/02/2019,,,228.9840465
+20/02/2019,,,228.7469506
+21/02/2019,,,228.4264808
+22/02/2019,,,228.2019739
+23/02/2019,,,228.0308271
+24/02/2019,,,227.8656061
+25/02/2019,,,227.6488423
+26/02/2019,,,227.3055972
+27/02/2019,,,227.1206996
+28/02/2019,,,226.9553343
+01/03/2019,,,226.7897831
+02/03/2019,,,226.7431876
+03/03/2019,,,226.6133087
+04/03/2019,,,226.3453994
+05/03/2019,,,226.1022417
+06/03/2019,,,225.8225481
+07/03/2019,,,225.2750579
+08/03/2019,,,225.0110249
+09/03/2019,,,224.6774648
+10/03/2019,,,224.3356999
+11/03/2019,,,224.0783777
+12/03/2019,,,223.906568
+13/03/2019,,,
+14/03/2019,,,
+15/03/2019,,,
+16/03/2019,,,
+17/03/2019,,,
+18/03/2019,,,
+19/03/2019,,,221.4562818
+20/03/2019,,,220.9181746
+21/03/2019,,,220.6916063
+22/03/2019,,,220.3352369
+23/03/2019,,,219.9685773
+24/03/2019,,,219.6996659
+25/03/2019,,,219.4123368
+26/03/2019,,,219.2044832
+27/03/2019,,,218.9460929
+28/03/2019,,,218.5115132
+29/03/2019,,,218.0700818
+30/03/2019,,,217.6145844
+31/03/2019,,,217.2587722
+01/04/2019,,,216.9973704
+02/04/2019,,,216.7665241
+03/04/2019,,,216.3106844
+04/04/2019,,,216.0504404
+05/04/2019,,,215.9128574
+06/04/2019,,,215.7514186
+07/04/2019,,,215.3474944
+08/04/2019,,,214.9571976
+09/04/2019,,,214.5572219
+10/04/2019,,,214.1653425
+11/04/2019,,,213.7173812
+12/04/2019,,,213.3340755
+13/04/2019,,,212.9911328
+14/04/2019,,,212.5707081
+15/04/2019,,,212.1552285
+16/04/2019,,,211.6591487
+17/04/2019,,,211.175544
+18/04/2019,,,210.8453488
+19/04/2019,,,210.3776639
+20/04/2019,,,209.772231
+21/04/2019,,,209.5334872
+22/04/2019,,,209.2764379
+23/04/2019,,,209.058525
+24/04/2019,,,208.7687181
+25/04/2019,,,208.4209418
+26/04/2019,,,207.9982127
+27/04/2019,,,207.5246499
+28/04/2019,,,207.0369841
+29/04/2019,,,206.7815636
+30/04/2019,,,206.5025473
+01/05/2019,,,206.1291278
+02/05/2019,,,205.782427
+03/05/2019,,,205.2735106
+04/05/2019,,,204.9866679
+05/05/2019,,,205.3441941
+06/05/2019,,,204.9868617
+07/05/2019,,,204.4519461
+08/05/2019,,,203.7647241
+09/05/2019,,,203.3766699
+10/05/2019,,,203.1269864
+11/05/2019,,,202.8198161
+12/05/2019,,,202.3992343
+13/05/2019,,,202.1708545
+14/05/2019,,,201.7517299
+15/05/2019,,,200.3582158
+16/05/2019,,,199.478009
+17/05/2019,,,199.0373837
+18/05/2019,,,199.2535788
+19/05/2019,,,199.6632037
+20/05/2019,,,199.384784
+21/05/2019,,,215.9306724
+22/05/2019,,,228.5286558
+23/05/2019,,,227.9150445
+24/05/2019,,,227.631072
+25/05/2019,,,227.3644439
+26/05/2019,,,226.9763354
+27/05/2019,,,226.6307105
+28/05/2019,,,226.4295584
+29/05/2019,,,226.6768287
+30/05/2019,,,226.4598283
+31/05/2019,,,226.134324
+01/06/2019,,,225.7901064
+02/06/2019,,,225.4525837
+03/06/2019,,,225.1146809
+04/06/2019,,,224.7712304
+05/06/2019,,,
+06/06/2019,,,224.2501909
+07/06/2019,,,224.0401655
+08/06/2019,,,223.8422866
+09/06/2019,,,223.6592545
+10/06/2019,,,223.4778108
+11/06/2019,,,223.3084537
+12/06/2019,,,223.193085
+13/06/2019,,,222.9976367
+14/06/2019,,,222.8088497
+15/06/2019,,,222.6448101
+16/06/2019,,,222.5132278
+17/06/2019,,,222.2805604
+18/06/2019,,,222.034409
+19/06/2019,,,216.9883076
+20/06/2019,,,220.2312105
+21/06/2019,,,
+22/06/2019,,,219.6272763
+23/06/2019,,,219.2694846
+24/06/2019,,,218.8939149
+25/06/2019,,,218.3753648
+26/06/2019,,,217.8980813
+27/06/2019,,,217.4425376
+28/06/2019,,,217.0410417
+29/06/2019,,,216.7306157
+30/06/2019,,,216.2317958
+01/07/2019,,,215.7486065
+02/07/2019,,,259.3795444
+03/07/2019,,,283.1456122
+04/07/2019,,,281.6365519
+05/07/2019,,,280.871925
+06/07/2019,,,281.4149565
+07/07/2019,,,282.2179512
+08/07/2019,,,282.5122829
+09/07/2019,,,282.7831838
+10/07/2019,,,282.6695774
+11/07/2019,,,282.5877552
+12/07/2019,,,282.3581627
+13/07/2019,,,282.2488333
+14/07/2019,,,262.7276489
+15/07/2019,,,282.832275
+16/07/2019,,,282.2205057
+17/07/2019,,,282.5926095
+18/07/2019,,,283.1568614
+19/07/2019,,,283.4604924
+20/07/2019,,,284.166937
+21/07/2019,,,285.0955835
+22/07/2019,,,286.1175439
+23/07/2019,,,286.4065517
+24/07/2019,,,287.0088265
+25/07/2019,,,287.1563964
+26/07/2019,,,288.9754685
+27/07/2019,,,289.3577806
+28/07/2019,,,
+29/07/2019,,,285.6248971
+30/07/2019,,,286.2349406
+31/07/2019,,,286.6263647
+01/08/2019,,,286.926332
+02/08/2019,,,287.0408943
+03/08/2019,,,286.666641
+04/08/2019,,,286.7396306
+05/08/2019,,,286.8550877
+06/08/2019,,,288.9780817
+07/08/2019,,,293.3273171
+08/08/2019,,,293.589359
+09/08/2019,,,294.3825712
+10/08/2019,,,294.5455988
+11/08/2019,,,294.7491531
+12/08/2019,,,294.9077617
+13/08/2019,,,291.7044256
+14/08/2019,,,290.540717
+15/08/2019,,,290.5306214
+16/08/2019,,,290.7301096
+17/08/2019,,,290.7369383
+18/08/2019,,,291.422935
+19/08/2019,,,291.7649237
+20/08/2019,,,292.7405675
+21/08/2019,,,291.8216573
+22/08/2019,,,292.2682131
+23/08/2019,,,292.8533306
+24/08/2019,,,293.1975166
+25/08/2019,,,
+26/08/2019,,,
+27/08/2019,,,
+28/08/2019,,,
+29/08/2019,,,
+30/08/2019,,,294.8336345
+31/08/2019,,,294.608695
+01/09/2019,,,
+02/09/2019,,,
+03/09/2019,,,
+04/09/2019,,,
+05/09/2019,,,293.7429082
+06/09/2019,,,294.8794327
+07/09/2019,,,295.1492158
+08/09/2019,,,295.2708628
+09/09/2019,,,295.3305576
+10/09/2019,,,295.5909182
+11/09/2019,,,295.8851878
+12/09/2019,,,294.5965988
+13/09/2019,,,295.8807773
+14/09/2019,,,
+15/09/2019,,,
+16/09/2019,,,
+17/09/2019,,,296.7578383
+18/09/2019,,,296.649183
+19/09/2019,,,296.6396541
+20/09/2019,,,296.0708483
+21/09/2019,,,296.5553249
+22/09/2019,,,296.4682494
+23/09/2019,,,296.4239591
+24/09/2019,,,296.3721566
+25/09/2019,,,295.8961838
+26/09/2019,,,294.2134857
+27/09/2019,,,282.5621517
+28/09/2019,,,278.2716547
+29/09/2019,,,277.8003587
+30/09/2019,,,279.0255503
+01/10/2019,,,271.9694063
+02/10/2019,,,269.1594355
+03/10/2019,,,268.1456682
+04/10/2019,,,267.8026023
+05/10/2019,,,266.0336642
+06/10/2019,,,262.2691977
+07/10/2019,,,258.1425309
+08/10/2019,,,256.513475
+09/10/2019,,,255.899564
+10/10/2019,,,256.1448415
+11/10/2019,,,253.1729529
+12/10/2019,,,249.1131154
+13/10/2019,,,241.7957938
+14/10/2019,,,238.8043588
+15/10/2019,,,237.0060462
+16/10/2019,,,234.8108202
+17/10/2019,,,240.360785
+18/10/2019,,,239.4862657
+19/10/2019,,,236.2158027
+20/10/2019,,,229.1896022
+21/10/2019,,,227.1296462
+22/10/2019,,,225.8036799
+23/10/2019,,,221.7479986
+24/10/2019,,,220.8555295
+25/10/2019,,,220.2689093
+26/10/2019,,,220.4502776
+27/10/2019,,,216.6595119
+28/10/2019,,,218.2305027
+29/10/2019,,,214.4603111
+30/10/2019,,,213.6686235
+31/10/2019,,,212.0495118
+01/11/2019,,,210.8797361
+02/11/2019,,,209.8828305
+03/11/2019,,,209.5952529
+04/11/2019,,,220.4254667
+05/11/2019,,,224.9428256
+06/11/2019,,,224.8042047
+07/11/2019,,,224.8069178
+08/11/2019,,,224.7969169
+09/11/2019,,,224.791167
+10/11/2019,,,224.8599805
+11/11/2019,,,224.9052084
+12/11/2019,,,225.0096259
+13/11/2019,,,224.9616797
+14/11/2019,,,224.9503773
+15/11/2019,,,224.8996718
+16/11/2019,,,224.9691993
+17/11/2019,,,225.2527642
+18/11/2019,,,225.2589049
+19/11/2019,,,
+20/11/2019,,,
+21/11/2019,,,
+22/11/2019,,,
+23/11/2019,,,
+24/11/2019,,,
+25/11/2019,,,
+26/11/2019,,,223.3837659
+27/11/2019,,,222.3157566
+28/11/2019,,,221.4141229
+29/11/2019,,,221.3134412
+30/11/2019,,,221.0378685
+01/12/2019,,,220.7798978
+02/12/2019,,,220.1794104
+03/12/2019,,,219.3372237
+04/12/2019,,,219.0130579
+05/12/2019,,,218.7238131
+06/12/2019,,,220.0755354
+07/12/2019,,,224.1433517
+08/12/2019,,,223.7450826
+09/12/2019,,,223.4219907
+10/12/2019,,,223.0929629
+11/12/2019,,,222.7865872
+12/12/2019,,,222.0803213
+13/12/2019,,,221.761247
+14/12/2019,,,221.9828872
+15/12/2019,,,222.219668
+16/12/2019,,,221.5879318
+17/12/2019,,,221.4285246
+18/12/2019,,,221.4237137
+19/12/2019,,,221.3516595
+20/12/2019,,,222.7062513
+21/12/2019,,,224.5651219
+22/12/2019,,,224.9582528
+23/12/2019,,,225.0228883
+24/12/2019,,,225.1169074
+25/12/2019,,,225.1099326
+26/12/2019,,,225.0915368
+27/12/2019,,,224.9363656
+28/12/2019,,,224.8112844
+29/12/2019,,,224.5278563
+30/12/2019,,,224.5171103
+31/12/2019,,,224.026658
+01/01/2020,,,223.0464635
+02/01/2020,,,222.3858663
+03/01/2020,,,223.2303993
+04/01/2020,,,224.3290247
+05/01/2020,,,223.9677727
+06/01/2020,,,223.7396438
+07/01/2020,,,223.5405675
+08/01/2020,,,223.2107301
+09/01/2020,,,223.5531107
+10/01/2020,,,223.7595112
+11/01/2020,,,223.6179103
+12/01/2020,,,223.4697776
+13/01/2020,,,
+14/01/2020,,,
+15/01/2020,,,223.1633189
+16/01/2020,,,223.0455308
+17/01/2020,,,222.9940238
+18/01/2020,,,
+19/01/2020,,,
+20/01/2020,,,
+21/01/2020,,,222.4286572
+22/01/2020,,,222.320957
+23/01/2020,,,222.3400782
+24/01/2020,,,222.3113651
+25/01/2020,,,222.2457959
+26/01/2020,,,222.3128477
+27/01/2020,,,222.1402636
+28/01/2020,,,222.1390845
+29/01/2020,,,222.2717708
+30/01/2020,,,222.4647341
+31/01/2020,,,223.0877623
+01/02/2020,,,224.2310651
+02/02/2020,,,224.1187828
+03/02/2020,,,224.1688064
+04/02/2020,,,224.0190382
+05/02/2020,,,224.0658919
+06/02/2020,,,224.1053007
+07/02/2020,,,224.0915735
+08/02/2020,,,223.9452982
+09/02/2020,,,223.948835
+10/02/2020,,,223.9054184
+11/02/2020,,,223.7468228
+12/02/2020,,,223.8611751
+13/02/2020,,,223.9047863
+14/02/2020,,,223.8419104
+15/02/2020,,,223.8046047
+16/02/2020,,,223.9018953
+17/02/2020,,,223.83025
+18/02/2020,,,223.9866131
+19/02/2020,,,224.1918227
+20/02/2020,,,211.740395
+21/02/2020,,,212.2457995
+22/02/2020,,,214.0361049
+23/02/2020,,,215.2357485
+24/02/2020,,,216.2572836
+25/02/2020,,,217.1579605
+26/02/2020,,,218.0014021
+27/02/2020,,,220.6494587
+28/02/2020,,,223.5990929
+29/02/2020,,,224.1699679
+01/03/2020,,,224.2353095
+02/03/2020,,,224.2201556
+03/03/2020,,,224.4760408
+04/03/2020,,,224.6663443
+05/03/2020,,,224.662687
+06/03/2020,,,224.7819452
+07/03/2020,,,224.7996015
+08/03/2020,,,224.8145684
+09/03/2020,,,224.7925575
+10/03/2020,,,224.6655236
+11/03/2020,,,224.6389588
+12/03/2020,,,224.6447462
+13/03/2020,,,224.5562011
+14/03/2020,,,224.6679478
+15/03/2020,,,224.6140043
+16/03/2020,,,224.6031546
+17/03/2020,,,224.6107011
+18/03/2020,,,224.558076
+19/03/2020,,,224.6496057
+20/03/2020,,,224.6111657
+21/03/2020,,,224.5330913
+22/03/2020,,,224.5386593
+23/03/2020,,,224.4291637
+24/03/2020,,,224.4927359
+25/03/2020,,,224.4089505
+26/03/2020,,,224.4633965
+27/03/2020,,,224.7343994
+28/03/2020,,,224.6554505
+29/03/2020,,,224.5971059
+30/03/2020,,,224.5029157
+31/03/2020,,,224.5423318
+01/04/2020,,,224.5105342
+02/04/2020,,,224.5931526
+03/04/2020,,,224.5403137
+04/04/2020,,,224.4438835
+05/04/2020,,,224.6134032
+06/04/2020,,,224.50066
+07/04/2020,,,224.5207673
+08/04/2020,,,224.5335447
+09/04/2020,,,224.5502589
+10/04/2020,,,224.5060244
+11/04/2020,,,224.5881914
+12/04/2020,,,224.6677315
+13/04/2020,,,224.5815884
+14/04/2020,,,224.646203
+15/04/2020,,,224.6078495
+16/04/2020,,,224.6336743
+17/04/2020,,,224.6747914
+18/04/2020,,,224.6582085
+19/04/2020,,,224.6525003
+20/04/2020,,,224.667059
+21/04/2020,,,224.735337
+22/04/2020,,,224.661196
+23/04/2020,,,224.617596
+24/04/2020,,,224.6359569
+25/04/2020,,,224.5538101
+26/04/2020,,,224.5392177
+27/04/2020,,,224.5208704
+28/04/2020,,,224.5743987
+29/04/2020,,,224.6115594
+30/04/2020,,,224.6599531
+01/05/2020,,,224.7061048
+02/05/2020,,,224.6295268
+03/05/2020,,,224.6375214
+04/05/2020,,,224.6268449
+05/05/2020,,,224.702275
+06/05/2020,,,224.8607499
+07/05/2020,,,224.7929844
+08/05/2020,,,224.7611864
+09/05/2020,,,224.7748107
+10/05/2020,,,224.7640363
+11/05/2020,,,224.7221841
+12/05/2020,,,224.6446891
+13/05/2020,,,224.6710911
+14/05/2020,,,224.522903
+15/05/2020,,,224.6104493
+16/05/2020,,,224.5627473
+17/05/2020,,,224.4579061
+18/05/2020,,,224.4890666
+19/05/2020,,,224.4257715
+20/05/2020,,,224.3825847
+21/05/2020,,,224.3223625
+22/05/2020,,,224.2295469
+23/05/2020,,,224.2020345
+24/05/2020,,,224.0789377
+25/05/2020,,,224.1027754
+26/05/2020,,,223.9999125
+27/05/2020,,,223.6368025
+28/05/2020,,,224.0065818
+29/05/2020,,,223.9319185
+30/05/2020,,,223.9570615
+31/05/2020,,,223.8840037
+01/06/2020,,,223.8939709
+02/06/2020,,,223.8998308
+03/06/2020,,,223.7992213
+04/06/2020,,,223.8350338
+05/06/2020,,,223.7981115
+06/06/2020,,,224.347578
+07/06/2020,,,224.5653131
+08/06/2020,,,224.4832919
+09/06/2020,,,224.399748
+10/06/2020,,,224.4420299
+11/06/2020,,,224.446045
+12/06/2020,,,224.4229913
+13/06/2020,,,224.4572536
+14/06/2020,,,224.480195
+15/06/2020,,,224.3954415
+16/06/2020,,,224.4262549
+17/06/2020,,,224.373913
+18/06/2020,,,224.2318783
+19/06/2020,,,224.1983273
+20/06/2020,,,224.1416815
+21/06/2020,,,224.1827727
+22/06/2020,,,224.1703211
+23/06/2020,,,224.1237806
+24/06/2020,,,224.0729677
+25/06/2020,,,224.0137039
+26/06/2020,,,223.9191154
+27/06/2020,,,223.8617874
+28/06/2020,,,223.7643823
+29/06/2020,,,223.7662716
+30/06/2020,,,223.7526532
+,,,
+,,,
+,,,
+,,,
+,,,
+,,,
+,,,
+,,,
+,,,
diff --git a/Ricardo/Time-Series/Time-Series.ipynb b/Ricardo/Time-Series/Time-Series.ipynb
new file mode 100644
index 0000000000..da1699593b
--- /dev/null
+++ b/Ricardo/Time-Series/Time-Series.ipynb
@@ -0,0 +1,5992 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "import seaborn as sns\n",
+    "from sklearn.model_selection import train_test_split\n",
+    "import matplotlib.dates as mdates\n",
+    "from xgboost import XGBRegressor\n",
+    "from sklearn.metrics import mean_absolute_error, mean_squared_error\n",
+    "\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "PATH = '/workspaces/machine-learning-python-template-ds-2023/Ricardo/Time-Series/Data'\n",
+    "aquifer_auser = pd.read_csv(f'{PATH}/Aquifer_Auser.csv')\n",
+    "aquifer_doganella = pd.read_csv(f'{PATH}/Aquifer_Doganella.csv')\n",
+    "aquifer_luco = pd.read_csv(f'{PATH}/Aquifer_Luco.csv')\n",
+    "aquifer_petrignano = pd.read_csv(f'{PATH}/Aquifer_Petrignano.csv')\n",
+    "lake_biliancino = pd.read_csv(f'{PATH}/Lake_Bilancino.csv')\n",
+    "river_arno = pd.read_csv(f'{PATH}/River_Arno.csv')\n",
+    "water_spring_amiata = pd.read_csv(f'{PATH}/Water_Spring_Amiata.csv')\n",
+    "water_spring_lupa = pd.read_csv(f'{PATH}/Water_Spring_Lupa.csv')\n",
+    "water_spring_madonna = pd.read_csv(f'{PATH}/Water_Spring_Madonna_di_Canneto.csv')\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "(8154, 27)\n",
+      "(6026, 22)\n",
+      "(7487, 22)\n",
+      "(5223, 8)\n",
+      "(6603, 9)\n",
+      "(8217, 17)\n",
+      "(7487, 16)\n",
+      "(4199, 3)\n",
+      "(3113, 4)\n"
+     ]
+    }
+   ],
+   "source": [
+    "datasets = [aquifer_auser, aquifer_doganella, aquifer_luco, aquifer_petrignano, lake_biliancino, river_arno, water_spring_amiata, water_spring_lupa, water_spring_madonna]\n",
+    "\n",
+    "dataset_names = ['aquifer_auser', 'aquifer_doganella', 'aquifer_luco', 'aquifer_petrignano', 'lake_biliancino', 'river_arno', 'water_spring_amiata', 'water_spring_lupa', 'water_spring_madonna']\n",
+    "for dataset in datasets:\n",
+    "    print(dataset.shape)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "RangeIndex: 8154 entries, 0 to 8153\n",
+      "Data columns (total 27 columns):\n",
+      " #   Column                                   Non-Null Count  Dtype  \n",
+      "---  ------                                   --------------  -----  \n",
+      " 0   Date                                     8154 non-null   object \n",
+      " 1   Rainfall_Gallicano                       5295 non-null   float64\n",
+      " 2   Rainfall_Pontetetto                      5295 non-null   float64\n",
+      " 3   Rainfall_Monte_Serra                     5289 non-null   float64\n",
+      " 4   Rainfall_Orentano                        5295 non-null   float64\n",
+      " 5   Rainfall_Borgo_a_Mozzano                 5295 non-null   float64\n",
+      " 6   Rainfall_Piaggione                       4930 non-null   float64\n",
+      " 7   Rainfall_Calavorno                       5295 non-null   float64\n",
+      " 8   Rainfall_Croce_Arcana                    5295 non-null   float64\n",
+      " 9   Rainfall_Tereglio_Coreglia_Antelminelli  5295 non-null   float64\n",
+      " 10  Rainfall_Fabbriche_di_Vallico            5295 non-null   float64\n",
+      " 11  Depth_to_Groundwater_LT2                 4802 non-null   float64\n",
+      " 12  Depth_to_Groundwater_SAL                 4545 non-null   float64\n",
+      " 13  Depth_to_Groundwater_PAG                 3807 non-null   float64\n",
+      " 14  Depth_to_Groundwater_CoS                 4315 non-null   float64\n",
+      " 15  Depth_to_Groundwater_DIEC                3270 non-null   float64\n",
+      " 16  Temperature_Orentano                     8154 non-null   float64\n",
+      " 17  Temperature_Monte_Serra                  8154 non-null   float64\n",
+      " 18  Temperature_Ponte_a_Moriano              8154 non-null   float64\n",
+      " 19  Temperature_Lucca_Orto_Botanico          8154 non-null   float64\n",
+      " 20  Volume_POL                               5660 non-null   float64\n",
+      " 21  Volume_CC1                               5660 non-null   float64\n",
+      " 22  Volume_CC2                               5660 non-null   float64\n",
+      " 23  Volume_CSA                               5660 non-null   float64\n",
+      " 24  Volume_CSAL                              5660 non-null   float64\n",
+      " 25  Hydrometry_Monte_S_Quirico               7241 non-null   float64\n",
+      " 26  Hydrometry_Piaggione                     6119 non-null   float64\n",
+      "dtypes: float64(26), object(1)\n",
+      "memory usage: 1.7+ MB\n",
+      "None\n",
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "RangeIndex: 6026 entries, 0 to 6025\n",
+      "Data columns (total 22 columns):\n",
+      " #   Column                        Non-Null Count  Dtype  \n",
+      "---  ------                        --------------  -----  \n",
+      " 0   Date                          6026 non-null   object \n",
+      " 1   Rainfall_Monteporzio          5399 non-null   float64\n",
+      " 2   Rainfall_Velletri             5374 non-null   float64\n",
+      " 3   Depth_to_Groundwater_Pozzo_1  2537 non-null   float64\n",
+      " 4   Depth_to_Groundwater_Pozzo_2  2736 non-null   float64\n",
+      " 5   Depth_to_Groundwater_Pozzo_3  2774 non-null   float64\n",
+      " 6   Depth_to_Groundwater_Pozzo_4  2374 non-null   float64\n",
+      " 7   Depth_to_Groundwater_Pozzo_5  2508 non-null   float64\n",
+      " 8   Depth_to_Groundwater_Pozzo_6  2428 non-null   float64\n",
+      " 9   Depth_to_Groundwater_Pozzo_7  2311 non-null   float64\n",
+      " 10  Depth_to_Groundwater_Pozzo_8  2551 non-null   float64\n",
+      " 11  Depth_to_Groundwater_Pozzo_9  2339 non-null   float64\n",
+      " 12  Volume_Pozzo_1                1356 non-null   float64\n",
+      " 13  Volume_Pozzo_2                1360 non-null   float64\n",
+      " 14  Volume_Pozzo_3                1360 non-null   float64\n",
+      " 15  Volume_Pozzo_4                1360 non-null   float64\n",
+      " 16  Volume_Pozzo_5+6              1360 non-null   float64\n",
+      " 17  Volume_Pozzo_7                1360 non-null   float64\n",
+      " 18  Volume_Pozzo_8                1360 non-null   float64\n",
+      " 19  Volume_Pozzo_9                1360 non-null   float64\n",
+      " 20  Temperature_Monteporzio       4564 non-null   float64\n",
+      " 21  Temperature_Velletri          4383 non-null   float64\n",
+      "dtypes: float64(21), object(1)\n",
+      "memory usage: 1.0+ MB\n",
+      "None\n",
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "RangeIndex: 7487 entries, 0 to 7486\n",
+      "Data columns (total 22 columns):\n",
+      " #   Column                               Non-Null Count  Dtype  \n",
+      "---  ------                               --------------  -----  \n",
+      " 0   Date                                 7487 non-null   object \n",
+      " 1   Rainfall_Simignano                   6822 non-null   float64\n",
+      " 2   Rainfall_Siena_Poggio_al_Vento       951 non-null    float64\n",
+      " 3   Rainfall_Mensano                     1722 non-null   float64\n",
+      " 4   Rainfall_Montalcinello               6525 non-null   float64\n",
+      " 5   Rainfall_Monticiano_la_Pineta        2205 non-null   float64\n",
+      " 6   Rainfall_Sovicille                   6657 non-null   float64\n",
+      " 7   Rainfall_Ponte_Orgia                 1260 non-null   float64\n",
+      " 8   Rainfall_Scorgiano                   3036 non-null   float64\n",
+      " 9   Rainfall_Pentolina                   2116 non-null   float64\n",
+      " 10  Rainfall_Monteroni_Arbia_Biena       3104 non-null   float64\n",
+      " 11  Depth_to_Groundwater_Podere_Casetta  3346 non-null   float64\n",
+      " 12  Depth_to_Groundwater_Pozzo_1         1012 non-null   float64\n",
+      " 13  Depth_to_Groundwater_Pozzo_3         920 non-null    float64\n",
+      " 14  Depth_to_Groundwater_Pozzo_4         969 non-null    float64\n",
+      " 15  Temperature_Siena_Poggio_al_Vento    7487 non-null   float64\n",
+      " 16  Temperature_Mensano                  7487 non-null   float64\n",
+      " 17  Temperature_Pentolina                7487 non-null   float64\n",
+      " 18  Temperature_Monteroni_Arbia_Biena    7487 non-null   float64\n",
+      " 19  Volume_Pozzo_1                       2008 non-null   float64\n",
+      " 20  Volume_Pozzo_3                       2008 non-null   float64\n",
+      " 21  Volume_Pozzo_4                       2008 non-null   float64\n",
+      "dtypes: float64(21), object(1)\n",
+      "memory usage: 1.3+ MB\n",
+      "None\n",
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "RangeIndex: 5223 entries, 0 to 5222\n",
+      "Data columns (total 8 columns):\n",
+      " #   Column                                Non-Null Count  Dtype  \n",
+      "---  ------                                --------------  -----  \n",
+      " 0   Date                                  5223 non-null   object \n",
+      " 1   Rainfall_Bastia_Umbra                 4199 non-null   float64\n",
+      " 2   Depth_to_Groundwater_P24              5168 non-null   float64\n",
+      " 3   Depth_to_Groundwater_P25              5184 non-null   float64\n",
+      " 4   Temperature_Bastia_Umbra              4199 non-null   float64\n",
+      " 5   Temperature_Petrignano                4199 non-null   float64\n",
+      " 6   Volume_C10_Petrignano                 5025 non-null   float64\n",
+      " 7   Hydrometry_Fiume_Chiascio_Petrignano  4199 non-null   float64\n",
+      "dtypes: float64(7), object(1)\n",
+      "memory usage: 326.6+ KB\n",
+      "None\n",
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "RangeIndex: 6603 entries, 0 to 6602\n",
+      "Data columns (total 9 columns):\n",
+      " #   Column                Non-Null Count  Dtype  \n",
+      "---  ------                --------------  -----  \n",
+      " 0   Date                  6603 non-null   object \n",
+      " 1   Rainfall_S_Piero      6026 non-null   float64\n",
+      " 2   Rainfall_Mangona      6026 non-null   float64\n",
+      " 3   Rainfall_S_Agata      6026 non-null   float64\n",
+      " 4   Rainfall_Cavallina    6026 non-null   float64\n",
+      " 5   Rainfall_Le_Croci     6026 non-null   float64\n",
+      " 6   Temperature_Le_Croci  6025 non-null   float64\n",
+      " 7   Lake_Level            6603 non-null   float64\n",
+      " 8   Flow_Rate             6582 non-null   float64\n",
+      "dtypes: float64(8), object(1)\n",
+      "memory usage: 464.4+ KB\n",
+      "None\n",
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "RangeIndex: 8217 entries, 0 to 8216\n",
+      "Data columns (total 17 columns):\n",
+      " #   Column                     Non-Null Count  Dtype  \n",
+      "---  ------                     --------------  -----  \n",
+      " 0   Date                       8217 non-null   object \n",
+      " 1   Rainfall_Le_Croci          6026 non-null   float64\n",
+      " 2   Rainfall_Cavallina         6026 non-null   float64\n",
+      " 3   Rainfall_S_Agata           6026 non-null   float64\n",
+      " 4   Rainfall_Mangona           6026 non-null   float64\n",
+      " 5   Rainfall_S_Piero           6026 non-null   float64\n",
+      " 6   Rainfall_Vernio            4283 non-null   float64\n",
+      " 7   Rainfall_Stia              1283 non-null   float64\n",
+      " 8   Rainfall_Consuma           1283 non-null   float64\n",
+      " 9   Rainfall_Incisa            4568 non-null   float64\n",
+      " 10  Rainfall_Montevarchi       1647 non-null   float64\n",
+      " 11  Rainfall_S_Savino          1283 non-null   float64\n",
+      " 12  Rainfall_Laterina          1283 non-null   float64\n",
+      " 13  Rainfall_Bibbiena          2378 non-null   float64\n",
+      " 14  Rainfall_Camaldoli         1283 non-null   float64\n",
+      " 15  Temperature_Firenze        6192 non-null   float64\n",
+      " 16  Hydrometry_Nave_di_Rosano  8169 non-null   float64\n",
+      "dtypes: float64(16), object(1)\n",
+      "memory usage: 1.1+ MB\n",
+      "None\n",
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "RangeIndex: 7487 entries, 0 to 7486\n",
+      "Data columns (total 16 columns):\n",
+      " #   Column                                 Non-Null Count  Dtype  \n",
+      "---  ------                                 --------------  -----  \n",
+      " 0   Date                                   7487 non-null   object \n",
+      " 1   Rainfall_Castel_del_Piano              6291 non-null   float64\n",
+      " 2   Rainfall_Abbadia_S_Salvatore           3586 non-null   float64\n",
+      " 3   Rainfall_S_Fiora                       2633 non-null   float64\n",
+      " 4   Rainfall_Laghetto_Verde                2865 non-null   float64\n",
+      " 5   Rainfall_Vetta_Amiata                  2212 non-null   float64\n",
+      " 6   Depth_to_Groundwater_S_Fiora_8         3569 non-null   float64\n",
+      " 7   Depth_to_Groundwater_S_Fiora_11bis     3594 non-null   float64\n",
+      " 8   Depth_to_Groundwater_David_Lazzaretti  3242 non-null   float64\n",
+      " 9   Temperature_Abbadia_S_Salvatore        3583 non-null   float64\n",
+      " 10  Temperature_S_Fiora                    7487 non-null   float64\n",
+      " 11  Temperature_Laghetto_Verde             3604 non-null   float64\n",
+      " 12  Flow_Rate_Bugnano                      2008 non-null   float64\n",
+      " 13  Flow_Rate_Arbure                       2008 non-null   float64\n",
+      " 14  Flow_Rate_Ermicciolo                   2008 non-null   float64\n",
+      " 15  Flow_Rate_Galleria_Alta                2008 non-null   float64\n",
+      "dtypes: float64(15), object(1)\n",
+      "memory usage: 936.0+ KB\n",
+      "None\n",
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "RangeIndex: 4199 entries, 0 to 4198\n",
+      "Data columns (total 3 columns):\n",
+      " #   Column          Non-Null Count  Dtype  \n",
+      "---  ------          --------------  -----  \n",
+      " 0   Date            4199 non-null   object \n",
+      " 1   Rainfall_Terni  4199 non-null   float64\n",
+      " 2   Flow_Rate_Lupa  3817 non-null   float64\n",
+      "dtypes: float64(2), object(1)\n",
+      "memory usage: 98.5+ KB\n",
+      "None\n",
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "RangeIndex: 3113 entries, 0 to 3112\n",
+      "Data columns (total 4 columns):\n",
+      " #   Column                        Non-Null Count  Dtype  \n",
+      "---  ------                        --------------  -----  \n",
+      " 0   Date                          3104 non-null   object \n",
+      " 1   Rainfall_Settefrati           2557 non-null   float64\n",
+      " 2   Temperature_Settefrati        2557 non-null   float64\n",
+      " 3   Flow_Rate_Madonna_di_Canneto  1387 non-null   float64\n",
+      "dtypes: float64(3), object(1)\n",
+      "memory usage: 97.4+ KB\n",
+      "None\n"
+     ]
+    }
+   ],
+   "source": [
+    "for dataset in datasets:\n",
+    "    print(dataset.info())"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def bar_plot(x, y, title, palette_len, xlim = None, ylim = None, \n",
+    "             xticklabels = None, yticklabels = None, \n",
+    "             top_visible = False, right_visible = False, \n",
+    "             bottom_visible = True, left_visible = False,\n",
+    "             xlabel = None, ylabel = None, figsize = (10, 4),\n",
+    "             axis_grid = 'y'):\n",
+    "    fig, ax = plt.subplots(figsize = figsize)\n",
+    "    plt.title(title, size = 15, fontweight = 'bold', fontfamily = 'serif')\n",
+    "\n",
+    "    for i in ['top', 'right', 'bottom', 'left']:\n",
+    "        ax.spines[i].set_color('black')\n",
+    "    \n",
+    "    ax.spines['top'].set_visible(top_visible)\n",
+    "    ax.spines['right'].set_visible(right_visible)\n",
+    "    ax.spines['bottom'].set_visible(bottom_visible)\n",
+    "    ax.spines['left'].set_visible(left_visible)\n",
+    "\n",
+    "    sns.barplot(x = x, y = y, edgecolor = 'black', ax = ax,\n",
+    "                palette = reversed(sns.color_palette(\"viridis\", len(palette_len))))\n",
+    "    ax.set_xlim(xlim)\n",
+    "    ax.set_ylim(ylim)    \n",
+    "    ax.set_xticklabels(xticklabels, fontfamily = 'serif')\n",
+    "    ax.set_yticklabels(yticklabels, fontfamily = 'serif')\n",
+    "    plt.xlabel(xlabel, fontfamily = 'serif')\n",
+    "    plt.ylabel(ylabel, fontfamily = 'serif')\n",
+    "    ax.grid(axis = axis_grid, linestyle = '--', alpha = 0.9)\n",
+    "    plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_82028/1428572126.py:18: FutureWarning: \n",
+      "\n",
+      "Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `y` variable to `hue` and set `legend=False` for the same effect.\n",
+      "\n",
+      "  sns.barplot(x = x, y = y, edgecolor = 'black', ax = ax,\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_82028/1428572126.py:22: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n",
+      "  ax.set_xticklabels(xticklabels, fontfamily = 'serif')\n",
+      "/tmp/ipykernel_82028/1428572126.py:23: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n",
+      "  ax.set_yticklabels(yticklabels, fontfamily = 'serif')\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x800 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_82028/1428572126.py:18: FutureWarning: \n",
+      "\n",
+      "Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `y` variable to `hue` and set `legend=False` for the same effect.\n",
+      "\n",
+      "  sns.barplot(x = x, y = y, edgecolor = 'black', ax = ax,\n",
+      "/tmp/ipykernel_82028/1428572126.py:22: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n",
+      "  ax.set_xticklabels(xticklabels, fontfamily = 'serif')\n",
+      "/tmp/ipykernel_82028/1428572126.py:23: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n",
+      "  ax.set_yticklabels(yticklabels, fontfamily = 'serif')\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x800 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_82028/1428572126.py:18: FutureWarning: \n",
+      "\n",
+      "Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `y` variable to `hue` and set `legend=False` for the same effect.\n",
+      "\n",
+      "  sns.barplot(x = x, y = y, edgecolor = 'black', ax = ax,\n",
+      "/tmp/ipykernel_82028/1428572126.py:22: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n",
+      "  ax.set_xticklabels(xticklabels, fontfamily = 'serif')\n",
+      "/tmp/ipykernel_82028/1428572126.py:23: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n",
+      "  ax.set_yticklabels(yticklabels, fontfamily = 'serif')\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x800 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_82028/1428572126.py:18: FutureWarning: \n",
+      "\n",
+      "Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `y` variable to `hue` and set `legend=False` for the same effect.\n",
+      "\n",
+      "  sns.barplot(x = x, y = y, edgecolor = 'black', ax = ax,\n",
+      "/tmp/ipykernel_82028/1428572126.py:22: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n",
+      "  ax.set_xticklabels(xticklabels, fontfamily = 'serif')\n",
+      "/tmp/ipykernel_82028/1428572126.py:23: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n",
+      "  ax.set_yticklabels(yticklabels, fontfamily = 'serif')\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x800 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_82028/1428572126.py:18: FutureWarning: \n",
+      "\n",
+      "Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `y` variable to `hue` and set `legend=False` for the same effect.\n",
+      "\n",
+      "  sns.barplot(x = x, y = y, edgecolor = 'black', ax = ax,\n",
+      "/tmp/ipykernel_82028/1428572126.py:22: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n",
+      "  ax.set_xticklabels(xticklabels, fontfamily = 'serif')\n",
+      "/tmp/ipykernel_82028/1428572126.py:23: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n",
+      "  ax.set_yticklabels(yticklabels, fontfamily = 'serif')\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x800 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_82028/1428572126.py:18: FutureWarning: \n",
+      "\n",
+      "Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `y` variable to `hue` and set `legend=False` for the same effect.\n",
+      "\n",
+      "  sns.barplot(x = x, y = y, edgecolor = 'black', ax = ax,\n",
+      "/tmp/ipykernel_82028/1428572126.py:22: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n",
+      "  ax.set_xticklabels(xticklabels, fontfamily = 'serif')\n",
+      "/tmp/ipykernel_82028/1428572126.py:23: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n",
+      "  ax.set_yticklabels(yticklabels, fontfamily = 'serif')\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x800 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_82028/1428572126.py:18: FutureWarning: \n",
+      "\n",
+      "Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `y` variable to `hue` and set `legend=False` for the same effect.\n",
+      "\n",
+      "  sns.barplot(x = x, y = y, edgecolor = 'black', ax = ax,\n",
+      "/tmp/ipykernel_82028/1428572126.py:22: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n",
+      "  ax.set_xticklabels(xticklabels, fontfamily = 'serif')\n",
+      "/tmp/ipykernel_82028/1428572126.py:23: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n",
+      "  ax.set_yticklabels(yticklabels, fontfamily = 'serif')\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x800 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_82028/1428572126.py:18: FutureWarning: \n",
+      "\n",
+      "Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `y` variable to `hue` and set `legend=False` for the same effect.\n",
+      "\n",
+      "  sns.barplot(x = x, y = y, edgecolor = 'black', ax = ax,\n",
+      "/tmp/ipykernel_82028/1428572126.py:22: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n",
+      "  ax.set_xticklabels(xticklabels, fontfamily = 'serif')\n",
+      "/tmp/ipykernel_82028/1428572126.py:23: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n",
+      "  ax.set_yticklabels(yticklabels, fontfamily = 'serif')\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x800 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_82028/1428572126.py:18: FutureWarning: \n",
+      "\n",
+      "Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `y` variable to `hue` and set `legend=False` for the same effect.\n",
+      "\n",
+      "  sns.barplot(x = x, y = y, edgecolor = 'black', ax = ax,\n",
+      "/tmp/ipykernel_82028/1428572126.py:22: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n",
+      "  ax.set_xticklabels(xticklabels, fontfamily = 'serif')\n",
+      "/tmp/ipykernel_82028/1428572126.py:23: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n",
+      "  ax.set_yticklabels(yticklabels, fontfamily = 'serif')\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x800 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "for i in range(len(datasets)):\n",
+    "    NaN_values = (datasets[i].isnull().sum() / len(datasets[i]) * 100).sort_values(ascending = False)\n",
+    "    bar_plot(x = NaN_values, \n",
+    "             y = NaN_values.index,\n",
+    "             title = '{}: NaN values (%)'.format(dataset_names[i]),\n",
+    "             palette_len = NaN_values.index, \n",
+    "             xlim = (0, 100), \n",
+    "             xticklabels = range(0, 101, 20),\n",
+    "             yticklabels = NaN_values.index,\n",
+    "             left_visible = True,\n",
+    "             figsize = (10, 8), axis_grid = 'x')\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "       Rainfall_Gallicano  Rainfall_Pontetetto  Rainfall_Monte_Serra  \\\n",
+      "count         5295.000000          5295.000000           5289.000000   \n",
+      "mean             4.948782             3.495449              3.919077   \n",
+      "std             14.366480             9.983772             10.815270   \n",
+      "min              0.000000             0.000000              0.000000   \n",
+      "25%              0.000000             0.000000              0.000000   \n",
+      "50%              0.000000             0.000000              0.000000   \n",
+      "75%              2.000000             1.000000              1.600000   \n",
+      "max            318.800000           146.600000            152.200000   \n",
+      "\n",
+      "       Rainfall_Orentano  Rainfall_Borgo_a_Mozzano  Rainfall_Piaggione  \\\n",
+      "count        5295.000000               5295.000000         4930.000000   \n",
+      "mean            3.150670                  4.578961            3.953976   \n",
+      "std             8.747507                 12.771166           10.888103   \n",
+      "min             0.000000                  0.000000            0.000000   \n",
+      "25%             0.000000                  0.000000            0.000000   \n",
+      "50%             0.000000                  0.000000            0.000000   \n",
+      "75%             1.000000                  2.000000            1.400000   \n",
+      "max           108.800000                176.600000          140.800000   \n",
+      "\n",
+      "       Rainfall_Calavorno  Rainfall_Croce_Arcana  \\\n",
+      "count         5295.000000            5295.000000   \n",
+      "mean             4.578886               2.849745   \n",
+      "std             12.461918               9.239679   \n",
+      "min              0.000000               0.000000   \n",
+      "25%              0.000000               0.000000   \n",
+      "50%              0.000000               0.000000   \n",
+      "75%              2.000000               1.400000   \n",
+      "max            209.000000             285.000000   \n",
+      "\n",
+      "       Rainfall_Tereglio_Coreglia_Antelminelli  Rainfall_Fabbriche_di_Vallico  \\\n",
+      "count                              5295.000000                    5295.000000   \n",
+      "mean                                  4.182927                       5.922304   \n",
+      "std                                  11.135511                      16.281733   \n",
+      "min                                   0.000000                       0.000000   \n",
+      "25%                                   0.000000                       0.000000   \n",
+      "50%                                   0.000000                       0.000000   \n",
+      "75%                                   2.000000                       3.000000   \n",
+      "max                                 147.200000                     197.000000   \n",
+      "\n",
+      "       ...  Temperature_Monte_Serra  Temperature_Ponte_a_Moriano  \\\n",
+      "count  ...              8154.000000                  8154.000000   \n",
+      "mean   ...                11.202079                    10.971358   \n",
+      "std    ...                 6.903190                     8.708626   \n",
+      "min    ...                -7.850000                    -2.850000   \n",
+      "25%    ...                 5.650000                     0.000000   \n",
+      "50%    ...                11.000000                    10.875000   \n",
+      "75%    ...                16.700000                    18.550000   \n",
+      "max    ...                29.500000                    30.750000   \n",
+      "\n",
+      "       Temperature_Lucca_Orto_Botanico    Volume_POL    Volume_CC1  \\\n",
+      "count                      8154.000000   5660.000000   5660.000000   \n",
+      "mean                         15.501134  -9316.138433 -16301.825866   \n",
+      "std                           7.138789   2224.435459   1490.096594   \n",
+      "min                          -3.300000 -13883.225810 -18601.920000   \n",
+      "25%                           9.750000 -11004.654450 -17081.280000   \n",
+      "50%                          15.400000  -9728.571429 -16450.560000   \n",
+      "75%                          21.600000  -7323.783871 -15785.280000   \n",
+      "max                          31.050000  -4114.670400  -7149.791935   \n",
+      "\n",
+      "         Volume_CC2   Volume_CSA  Volume_CSAL  Hydrometry_Monte_S_Quirico  \\\n",
+      "count   5660.000000  5660.000000  5660.000000                 7241.000000   \n",
+      "mean  -11808.085531 -2352.562424 -1985.775034                    0.313618   \n",
+      "std     1444.085240  2854.176875  2534.301154                    0.213851   \n",
+      "min   -14438.304000 -7757.258065 -9497.774194                    0.000000   \n",
+      "25%   -12769.920000 -5493.709677 -4354.392857                    0.160000   \n",
+      "50%   -12078.720000     0.000000     0.000000                    0.260000   \n",
+      "75%   -11015.136000     0.000000     0.000000                    0.400000   \n",
+      "max    -5569.298387     0.000000     0.000000                    2.170000   \n",
+      "\n",
+      "       Hydrometry_Piaggione  \n",
+      "count           6119.000000  \n",
+      "mean              -0.209204  \n",
+      "std                0.849013  \n",
+      "min               -1.190000  \n",
+      "25%               -1.000000  \n",
+      "50%               -0.280000  \n",
+      "75%                0.580000  \n",
+      "max                3.690000  \n",
+      "\n",
+      "[8 rows x 26 columns]\n",
+      "       Rainfall_Monteporzio  Rainfall_Velletri  Depth_to_Groundwater_Pozzo_1  \\\n",
+      "count           5399.000000        5374.000000                   2537.000000   \n",
+      "mean               2.893758           3.159732                    -36.929137   \n",
+      "std                8.624455           8.913341                     10.179111   \n",
+      "min                0.000000           0.000000                    -59.500000   \n",
+      "25%                0.000000           0.000000                    -45.250000   \n",
+      "50%                0.000000           0.000000                    -34.900000   \n",
+      "75%                0.600000           0.600000                    -28.510000   \n",
+      "max              112.600000         106.600000                    -20.310000   \n",
+      "\n",
+      "       Depth_to_Groundwater_Pozzo_2  Depth_to_Groundwater_Pozzo_3  \\\n",
+      "count                   2736.000000                   2774.000000   \n",
+      "mean                     -94.746188                   -111.638928   \n",
+      "std                        3.891286                      3.809581   \n",
+      "min                     -112.500000                   -117.800000   \n",
+      "25%                      -98.460000                   -115.077500   \n",
+      "50%                      -93.280000                   -111.805000   \n",
+      "75%                      -91.290000                   -108.030000   \n",
+      "max                      -89.670000                   -100.590000   \n",
+      "\n",
+      "       Depth_to_Groundwater_Pozzo_4  Depth_to_Groundwater_Pozzo_5  \\\n",
+      "count                   2374.000000                   2508.000000   \n",
+      "mean                     -98.223934                   -102.552596   \n",
+      "std                        2.391763                      3.711563   \n",
+      "min                     -108.660000                   -109.890000   \n",
+      "25%                     -100.500000                   -104.450000   \n",
+      "50%                      -97.970000                   -101.815000   \n",
+      "75%                      -96.050000                    -99.867500   \n",
+      "max                      -94.000000                    -96.220000   \n",
+      "\n",
+      "       Depth_to_Groundwater_Pozzo_6  Depth_to_Groundwater_Pozzo_7  \\\n",
+      "count                   2428.000000                   2311.000000   \n",
+      "mean                     -91.672955                    -95.819225   \n",
+      "std                        2.216446                      1.686417   \n",
+      "min                      -99.480000                    -97.430000   \n",
+      "25%                      -92.947500                    -97.350000   \n",
+      "50%                      -91.500000                    -96.570000   \n",
+      "75%                      -90.027500                    -94.020000   \n",
+      "max                      -88.600000                    -91.640000   \n",
+      "\n",
+      "       Depth_to_Groundwater_Pozzo_8  ...  Volume_Pozzo_1  Volume_Pozzo_2  \\\n",
+      "count                   2551.000000  ...     1356.000000     1360.000000   \n",
+      "mean                     -95.845370  ...     1529.376211     3433.485746   \n",
+      "std                        2.523905  ...     1154.952073      772.564645   \n",
+      "min                     -107.500000  ...        0.000000        0.000000   \n",
+      "25%                      -97.840000  ...      484.695000     3521.215000   \n",
+      "50%                      -95.320000  ...     1408.860000     3591.810000   \n",
+      "75%                      -93.595000  ...     2546.995000     3845.600000   \n",
+      "max                      -92.470000  ...     4171.280000     4030.270000   \n",
+      "\n",
+      "       Volume_Pozzo_3  Volume_Pozzo_4  Volume_Pozzo_5+6  Volume_Pozzo_7  \\\n",
+      "count     1360.000000     1360.000000       1360.000000     1360.000000   \n",
+      "mean      3208.114931     3527.627374       7178.560713     2491.400685   \n",
+      "std       1084.939228      700.013152       1607.944298      671.378069   \n",
+      "min          0.000000        0.000000          0.000000        0.000000   \n",
+      "25%       2730.862500     3596.372500       7272.557500     2282.235000   \n",
+      "50%       3215.880000     3667.210000       7854.750000     2677.160000   \n",
+      "75%       3734.505000     3864.400000       7999.130000     2917.105000   \n",
+      "max       5378.800000     4076.100000       8360.210000     3427.420000   \n",
+      "\n",
+      "       Volume_Pozzo_8  Volume_Pozzo_9  Temperature_Monteporzio  \\\n",
+      "count     1360.000000     1360.000000              4564.000000   \n",
+      "mean      3660.482101     3239.807765                13.458457   \n",
+      "std        813.007457      730.314145                 6.763101   \n",
+      "min          0.000000        0.000000                -3.620000   \n",
+      "25%       3795.562500     3110.930000                 8.085000   \n",
+      "50%       3894.375000     3378.455000                13.050000   \n",
+      "75%       3988.800000     3466.797500                18.992500   \n",
+      "max       4341.710000     4336.780000                30.400000   \n",
+      "\n",
+      "       Temperature_Velletri  \n",
+      "count           4383.000000  \n",
+      "mean              15.574038  \n",
+      "std                6.352674  \n",
+      "min               -0.270000  \n",
+      "25%               10.365000  \n",
+      "50%               15.150000  \n",
+      "75%               20.725000  \n",
+      "max               31.900000  \n",
+      "\n",
+      "[8 rows x 21 columns]\n",
+      "       Rainfall_Simignano  Rainfall_Siena_Poggio_al_Vento  Rainfall_Mensano  \\\n",
+      "count          6822.00000                      951.000000       1722.000000   \n",
+      "mean              2.52146                        2.269821          2.560743   \n",
+      "std               7.09014                        6.039464         10.279711   \n",
+      "min               0.00000                        0.000000          0.000000   \n",
+      "25%               0.00000                        0.000000          0.000000   \n",
+      "50%               0.00000                        0.000000          0.000000   \n",
+      "75%               0.60000                        1.200000          0.600000   \n",
+      "max              87.80000                       79.200000        313.000000   \n",
+      "\n",
+      "       Rainfall_Montalcinello  Rainfall_Monticiano_la_Pineta  \\\n",
+      "count             6525.000000                    2205.000000   \n",
+      "mean                 2.477579                       3.105850   \n",
+      "std                  7.488022                       9.496626   \n",
+      "min                  0.000000                       0.000000   \n",
+      "25%                  0.000000                       0.000000   \n",
+      "50%                  0.000000                       0.000000   \n",
+      "75%                  0.600000                       0.800000   \n",
+      "max                134.600000                     171.000000   \n",
+      "\n",
+      "       Rainfall_Sovicille  Rainfall_Ponte_Orgia  Rainfall_Scorgiano  \\\n",
+      "count         6657.000000           1260.000000         3036.000000   \n",
+      "mean             2.281959              2.366825            3.222134   \n",
+      "std              7.053183              6.813364           21.307151   \n",
+      "min              0.000000              0.000000            0.000000   \n",
+      "25%              0.000000              0.000000            0.000000   \n",
+      "50%              0.000000              0.000000            0.000000   \n",
+      "75%              0.400000              0.600000            0.800000   \n",
+      "max            194.200000             90.000000          794.200000   \n",
+      "\n",
+      "       Rainfall_Pentolina  Rainfall_Monteroni_Arbia_Biena  ...  \\\n",
+      "count         2116.000000                     3104.000000  ...   \n",
+      "mean             8.734783                        2.391108  ...   \n",
+      "std             52.149236                        7.602140  ...   \n",
+      "min              0.000000                        0.000000  ...   \n",
+      "25%              0.000000                        0.000000  ...   \n",
+      "50%              0.000000                        0.000000  ...   \n",
+      "75%              1.200000                        0.600000  ...   \n",
+      "max            620.800000                      137.600000  ...   \n",
+      "\n",
+      "       Depth_to_Groundwater_Pozzo_1  Depth_to_Groundwater_Pozzo_3  \\\n",
+      "count                   1012.000000                    920.000000   \n",
+      "mean                     -11.100692                     -9.892256   \n",
+      "std                        0.836808                      0.667793   \n",
+      "min                      -12.600000                    -11.900000   \n",
+      "25%                      -11.600000                    -10.300000   \n",
+      "50%                      -11.200000                     -9.800000   \n",
+      "75%                      -10.600000                     -9.400000   \n",
+      "max                       -2.800000                     -8.200000   \n",
+      "\n",
+      "       Depth_to_Groundwater_Pozzo_4  Temperature_Siena_Poggio_al_Vento  \\\n",
+      "count                    969.000000                        7487.000000   \n",
+      "mean                     -13.098520                           1.903954   \n",
+      "std                        2.571084                           5.602519   \n",
+      "min                      -19.000000                          -3.550000   \n",
+      "25%                      -13.000000                           0.000000   \n",
+      "50%                      -12.700000                           0.000000   \n",
+      "75%                      -11.400000                           0.000000   \n",
+      "max                        0.000000                          31.800000   \n",
+      "\n",
+      "       Temperature_Mensano  Temperature_Pentolina  \\\n",
+      "count          7487.000000            7487.000000   \n",
+      "mean              3.343248              13.419761   \n",
+      "std               6.923075               7.249467   \n",
+      "min              -5.250000              -4.800000   \n",
+      "25%               0.000000               7.950000   \n",
+      "50%               0.000000              13.200000   \n",
+      "75%               0.000000              19.350000   \n",
+      "max              31.850000              31.300000   \n",
+      "\n",
+      "       Temperature_Monteroni_Arbia_Biena  Volume_Pozzo_1  Volume_Pozzo_3  \\\n",
+      "count                        7487.000000     2008.000000     2008.000000   \n",
+      "mean                           13.593736     -160.684377     -147.773134   \n",
+      "std                             7.199626       51.220771       55.643788   \n",
+      "min                            -3.900000     -295.375015     -261.849600   \n",
+      "25%                             7.950000     -198.758660     -189.343442   \n",
+      "50%                            13.700000     -163.545061     -148.874123   \n",
+      "75%                            19.650000     -119.615001     -110.467100   \n",
+      "max                            29.450000      -55.433467        0.000000   \n",
+      "\n",
+      "       Volume_Pozzo_4  \n",
+      "count     2008.000000  \n",
+      "mean      -135.214663  \n",
+      "std         56.818120  \n",
+      "min       -237.336612  \n",
+      "25%       -175.177124  \n",
+      "50%       -145.845891  \n",
+      "75%        -96.849815  \n",
+      "max         -0.053438  \n",
+      "\n",
+      "[8 rows x 21 columns]\n",
+      "       Rainfall_Bastia_Umbra  Depth_to_Groundwater_P24  \\\n",
+      "count            4199.000000               5168.000000   \n",
+      "mean                1.556633                -26.263723   \n",
+      "std                 5.217923                  3.319858   \n",
+      "min                 0.000000                -34.470000   \n",
+      "25%                 0.000000                -28.250000   \n",
+      "50%                 0.000000                -25.990000   \n",
+      "75%                 0.100000                -23.820000   \n",
+      "max                67.300000                -19.660000   \n",
+      "\n",
+      "       Depth_to_Groundwater_P25  Temperature_Bastia_Umbra  \\\n",
+      "count               5184.000000               4199.000000   \n",
+      "mean                 -25.692926                 15.030293   \n",
+      "std                    3.214165                  7.794871   \n",
+      "min                  -33.710000                 -3.700000   \n",
+      "25%                  -27.620000                  8.800000   \n",
+      "50%                  -25.540000                 14.700000   \n",
+      "75%                  -23.430000                 21.400000   \n",
+      "max                  -19.100000                 33.000000   \n",
+      "\n",
+      "       Temperature_Petrignano  Volume_C10_Petrignano  \\\n",
+      "count             4199.000000            5025.000000   \n",
+      "mean                13.739081          -29043.296726   \n",
+      "std                  7.701369            4751.864371   \n",
+      "min                 -4.200000          -45544.896000   \n",
+      "25%                  7.700000          -31678.560000   \n",
+      "50%                 13.500000          -28689.120000   \n",
+      "75%                 20.000000          -26218.080000   \n",
+      "max                 31.100000               0.000000   \n",
+      "\n",
+      "       Hydrometry_Fiume_Chiascio_Petrignano  \n",
+      "count                           4199.000000  \n",
+      "mean                               2.372517  \n",
+      "std                                0.589088  \n",
+      "min                                0.000000  \n",
+      "25%                                2.100000  \n",
+      "50%                                2.400000  \n",
+      "75%                                2.700000  \n",
+      "max                                4.100000  \n",
+      "       Rainfall_S_Piero  Rainfall_Mangona  Rainfall_S_Agata  \\\n",
+      "count       6026.000000       6026.000000       6026.000000   \n",
+      "mean           2.471225          3.340657          2.670063   \n",
+      "std            6.650012          8.903134          7.166643   \n",
+      "min            0.000000          0.000000          0.000000   \n",
+      "25%            0.000000          0.000000          0.000000   \n",
+      "50%            0.000000          0.000000          0.000000   \n",
+      "75%            0.800000          1.400000          1.200000   \n",
+      "max           80.600000        110.000000        120.200000   \n",
+      "\n",
+      "       Rainfall_Cavallina  Rainfall_Le_Croci  Temperature_Le_Croci  \\\n",
+      "count         6026.000000        6026.000000           6025.000000   \n",
+      "mean             2.674743           3.129871             14.530141   \n",
+      "std              7.655847           8.025121              6.944029   \n",
+      "min              0.000000           0.000000             -5.350000   \n",
+      "25%              0.000000           0.000000              9.000000   \n",
+      "50%              0.000000           0.000000             14.500000   \n",
+      "75%              0.600000           1.200000             20.100000   \n",
+      "max            113.600000          88.400000             34.000000   \n",
+      "\n",
+      "        Lake_Level    Flow_Rate  \n",
+      "count  6603.000000  6582.000000  \n",
+      "mean    249.564091     2.760968  \n",
+      "std       2.172558     4.073428  \n",
+      "min     243.530000     0.310000  \n",
+      "25%     248.000000     0.600000  \n",
+      "50%     250.200000     1.500000  \n",
+      "75%     251.400000     3.000000  \n",
+      "max     252.760000    74.650000  \n",
+      "       Rainfall_Le_Croci  Rainfall_Cavallina  Rainfall_S_Agata  \\\n",
+      "count        6026.000000         6026.000000       6026.000000   \n",
+      "mean            3.129871            2.674743          2.670063   \n",
+      "std             8.025121            7.655847          7.166643   \n",
+      "min             0.000000            0.000000          0.000000   \n",
+      "25%             0.000000            0.000000          0.000000   \n",
+      "50%             0.000000            0.000000          0.000000   \n",
+      "75%             1.200000            0.600000          1.200000   \n",
+      "max            88.400000          113.600000        120.200000   \n",
+      "\n",
+      "       Rainfall_Mangona  Rainfall_S_Piero  Rainfall_Vernio  Rainfall_Stia  \\\n",
+      "count       6026.000000       6026.000000      4283.000000    1283.000000   \n",
+      "mean           3.340657          2.471225         3.416437       2.538893   \n",
+      "std            8.903134          6.650012         9.425358       6.502917   \n",
+      "min            0.000000          0.000000         0.000000       0.000000   \n",
+      "25%            0.000000          0.000000         0.000000       0.000000   \n",
+      "50%            0.000000          0.000000         0.000000       0.000000   \n",
+      "75%            1.400000          0.800000         1.200000       1.000000   \n",
+      "max          110.000000         80.600000       126.000000      63.000000   \n",
+      "\n",
+      "       Rainfall_Consuma  Rainfall_Incisa  Rainfall_Montevarchi  \\\n",
+      "count       1283.000000      4568.000000           1647.000000   \n",
+      "mean           3.416680         2.335026              2.056709   \n",
+      "std            8.938863         6.347652              6.117967   \n",
+      "min            0.000000         0.000000              0.000000   \n",
+      "25%            0.000000         0.000000              0.000000   \n",
+      "50%            0.000000         0.000000              0.000000   \n",
+      "75%            2.200000         0.800000              0.600000   \n",
+      "max          114.400000       102.200000             75.000000   \n",
+      "\n",
+      "       Rainfall_S_Savino  Rainfall_Laterina  Rainfall_Bibbiena  \\\n",
+      "count         1283.00000        1283.000000        2378.000000   \n",
+      "mean             2.42650           2.101949           2.640959   \n",
+      "std              7.23414           6.377879           7.161416   \n",
+      "min              0.00000           0.000000           0.000000   \n",
+      "25%              0.00000           0.000000           0.000000   \n",
+      "50%              0.00000           0.000000           0.000000   \n",
+      "75%              0.70000           0.400000           1.200000   \n",
+      "max            123.20000          95.600000          77.400000   \n",
+      "\n",
+      "       Rainfall_Camaldoli  Temperature_Firenze  Hydrometry_Nave_di_Rosano  \n",
+      "count         1283.000000          6192.000000                8169.000000  \n",
+      "mean             3.826968            16.605386                   1.472407  \n",
+      "std              9.591337             7.458951                   0.616259  \n",
+      "min              0.000000            -2.700000                   0.000000  \n",
+      "25%              0.000000            10.650000                   1.100000  \n",
+      "50%              0.000000            16.350000                   1.300000  \n",
+      "75%              2.400000            22.700000                   1.690000  \n",
+      "max            103.600000            34.900000                   6.750000  \n",
+      "       Rainfall_Castel_del_Piano  Rainfall_Abbadia_S_Salvatore  \\\n",
+      "count                6291.000000                   3586.000000   \n",
+      "mean                    2.624034                      3.784830   \n",
+      "std                     7.997019                     11.358671   \n",
+      "min                     0.000000                      0.000000   \n",
+      "25%                     0.000000                      0.000000   \n",
+      "50%                     0.000000                      0.000000   \n",
+      "75%                     0.600000                      1.400000   \n",
+      "max                   149.600000                    228.500000   \n",
+      "\n",
+      "       Rainfall_S_Fiora  Rainfall_Laghetto_Verde  Rainfall_Vetta_Amiata  \\\n",
+      "count       2633.000000              2865.000000            2212.000000   \n",
+      "mean           4.095784                 4.332845               2.866456   \n",
+      "std           11.861017                12.143496               7.471131   \n",
+      "min            0.000000                 0.000000               0.000000   \n",
+      "25%            0.000000                 0.000000               0.000000   \n",
+      "50%            0.000000                 0.000000               0.000000   \n",
+      "75%            1.800000                 1.800000               1.400000   \n",
+      "max          220.000000               165.200000              79.200000   \n",
+      "\n",
+      "       Depth_to_Groundwater_S_Fiora_8  Depth_to_Groundwater_S_Fiora_11bis  \\\n",
+      "count                     3569.000000                          3594.00000   \n",
+      "mean                       -38.118649                           -51.64424   \n",
+      "std                          1.239967                             0.93864   \n",
+      "min                        -40.790000                           -53.64000   \n",
+      "25%                        -39.240000                           -52.44000   \n",
+      "50%                        -38.120000                           -51.65000   \n",
+      "75%                        -36.930000                           -50.76000   \n",
+      "max                        -36.380000                           -50.24000   \n",
+      "\n",
+      "       Depth_to_Groundwater_David_Lazzaretti  Temperature_Abbadia_S_Salvatore  \\\n",
+      "count                            3242.000000                      3583.000000   \n",
+      "mean                             -302.697412                        12.159503   \n",
+      "std                                 7.641590                         7.085829   \n",
+      "min                              -314.710000                        -8.450000   \n",
+      "25%                              -309.435000                         6.700000   \n",
+      "50%                              -303.365000                        11.750000   \n",
+      "75%                              -295.332500                        17.650000   \n",
+      "max                              -290.580000                        30.150000   \n",
+      "\n",
+      "       Temperature_S_Fiora  Temperature_Laghetto_Verde  Flow_Rate_Bugnano  \\\n",
+      "count          7487.000000                 3604.000000        2008.000000   \n",
+      "mean             11.248898                   10.788166          -0.259413   \n",
+      "std               6.818232                    6.711271           0.130209   \n",
+      "min              -8.950000                   -8.550000          -0.385529   \n",
+      "25%               5.950000                    5.400000          -0.348533   \n",
+      "50%              11.050000                   10.450000          -0.319199   \n",
+      "75%              16.750000                   15.950000          -0.219417   \n",
+      "max              28.200000                   28.000000           0.000000   \n",
+      "\n",
+      "       Flow_Rate_Arbure  Flow_Rate_Ermicciolo  Flow_Rate_Galleria_Alta  \n",
+      "count       2008.000000           2008.000000              2008.000000  \n",
+      "mean          -2.009348             -4.507117               -20.972385  \n",
+      "std            1.062751              1.465277                 2.034663  \n",
+      "min           -3.042149             -6.469258               -26.089554  \n",
+      "25%           -2.785148             -5.422521               -22.485956  \n",
+      "50%           -2.491041             -4.862256               -20.718974  \n",
+      "75%           -1.695151             -3.872881               -19.241000  \n",
+      "max            0.000000              0.000000               -17.098023  \n",
+      "       Rainfall_Terni  Flow_Rate_Lupa\n",
+      "count     4199.000000     3817.000000\n",
+      "mean         2.466355      -97.712916\n",
+      "std          2.041837       15.026314\n",
+      "min          0.000000     -182.310000\n",
+      "25%          1.402000     -105.760000\n",
+      "50%          2.142000      -96.590000\n",
+      "75%          3.165000      -87.220000\n",
+      "max         76.000000        0.000000\n",
+      "       Rainfall_Settefrati  Temperature_Settefrati  \\\n",
+      "count          2557.000000             2557.000000   \n",
+      "mean              4.252444               13.561732   \n",
+      "std              10.242426                6.959375   \n",
+      "min               0.000000               -4.900000   \n",
+      "25%               0.000000                7.600000   \n",
+      "50%               0.000000               13.300000   \n",
+      "75%               3.600000               19.050000   \n",
+      "max             140.800000               31.100000   \n",
+      "\n",
+      "       Flow_Rate_Madonna_di_Canneto  \n",
+      "count                   1387.000000  \n",
+      "mean                     263.160470  \n",
+      "std                       32.073660  \n",
+      "min                      187.753182  \n",
+      "25%                      224.659081  \n",
+      "50%                      277.045159  \n",
+      "75%                      290.165584  \n",
+      "max                      300.160983  \n"
+     ]
+    }
+   ],
+   "source": [
+    "for dataset in datasets:\n",
+    "    print(dataset.describe())"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def line_plot(data, y, title, color,\n",
+    "              top_visible = False, right_visible = False, \n",
+    "              bottom_visible = True, left_visible = False,\n",
+    "              ylabel = None, figsize = (10, 4), axis_grid = 'y'):\n",
+    "    fig, ax = plt.subplots(figsize = figsize)\n",
+    "    plt.title(title, size = 15, fontweight = 'bold', fontfamily = 'serif')\n",
+    "\n",
+    "    for i in ['top', 'right', 'bottom', 'left']:\n",
+    "        ax.spines[i].set_color('black')\n",
+    "    \n",
+    "    ax.spines['top'].set_visible(top_visible)\n",
+    "    ax.spines['right'].set_visible(right_visible)\n",
+    "    ax.spines['bottom'].set_visible(bottom_visible)\n",
+    "    ax.spines['left'].set_visible(left_visible)\n",
+    "    \n",
+    "    sns.lineplot(x = range(len(data[y])), y = data[y], dashes = False, \n",
+    "                 color = color, linewidth = .5)\n",
+    "    ax.xaxis.set_major_locator(plt.MaxNLocator(20))\n",
+    "    \n",
+    "    ax.set_xticks([])\n",
+    "    plt.xticks(rotation = 90)\n",
+    "    plt.xlabel('')\n",
+    "    plt.ylabel(ylabel, fontfamily = 'serif')\n",
+    "    ax.grid(axis = axis_grid, linestyle = '--', alpha = 0.9)\n",
+    "    plt.show()\n",
+    "\n",
+    "def corr_plot(data,\n",
+    "              top_visible = False, right_visible = False, \n",
+    "              bottom_visible = True, left_visible = False,\n",
+    "              ylabel = None, figsize = (15, 11), axis_grid = 'y'):\n",
+    "    fig, ax = plt.subplots(figsize = figsize)\n",
+    "    plt.title('Correlations (Pearson)', size = 15, fontweight = 'bold', fontfamily = 'serif')\n",
+    "    \n",
+    "    mask = np.triu(np.ones_like(data.corr(), dtype = bool))\n",
+    "    sns.heatmap(round(data.corr(), 2), mask = mask, cmap = 'viridis', annot = True)\n",
+    "    plt.show()\n",
+    "    \n",
+    "def columns_viz(data, color):\n",
+    "    for i in range(len(data.columns)):\n",
+    "        line_plot(data = data, y = data.columns[i],\n",
+    "                  color = color,\n",
+    "                  title = '{} dynamics'.format(data.columns[i]),\n",
+    "                  bottom_visible = False, figsize = (10, 2))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "\n",
+    "def predicted_viz(y_test, y_pred, param, name, original_df):\n",
+    "    # Ensure y_test.values and y_pred are 1-dimensional\n",
+    "    y_test_values = y_test.values.flatten()\n",
+    "    y_pred_values = y_pred.flatten()\n",
+    "\n",
+    "    # Fetch the 'Date' information based on the index of y_test\n",
+    "    dates = original_df.loc[y_test.index, 'Date']\n",
+    "\n",
+    "    # Check that dates align with y_test and y_pred\n",
+    "    assert len(dates) == len(y_test_values) == len(y_pred_values), \"Length mismatch between dates and predictions\"\n",
+    "\n",
+    "    # Create a DataFrame for real measurements\n",
+    "    rm = pd.DataFrame({param: y_test_values, 'Date': dates})\n",
+    "    rm['month_year'] = pd.to_datetime(rm['Date']).dt.to_period('M')\n",
+    "    rm_means = rm.groupby('month_year')[param].mean().reset_index()\n",
+    "    rm_means['month_year'] = rm_means['month_year'].dt.to_timestamp()\n",
+    "\n",
+    "    # Create a DataFrame for predictions\n",
+    "    pm = pd.DataFrame({param: y_pred_values, 'Date': dates})\n",
+    "    pm['month_year'] = pd.to_datetime(pm['Date']).dt.to_period('M')\n",
+    "    pm_means = pm.groupby('month_year')[param].mean().reset_index()\n",
+    "    pm_means['month_year'] = pm_means['month_year'].dt.to_timestamp()\n",
+    "\n",
+    "    # Plotting\n",
+    "    fig, ax = plt.subplots(figsize=(15, 5))\n",
+    "    plt.title(f'{param} prediction ({name})', size=15, fontweight='bold', fontfamily='serif')\n",
+    "\n",
+    "    sns.lineplot(data=rm_means, x='month_year', y=param, color='blue', label=f'Real {param}')\n",
+    "    sns.lineplot(data=pm_means, x='month_year', y=param, color='red', label=f'Pred {param}')\n",
+    "\n",
+    "    for i in ['top', 'right', 'bottom', 'left']:\n",
+    "        ax.spines[i].set_visible(False)\n",
+    "\n",
+    "    ax.set_xticks(rm_means['month_year'].dt.strftime('%Y-%m')[::12])\n",
+    "    ax.set_xlabel('')\n",
+    "    ax.set_ylabel('')\n",
+    "    ax.grid(axis='y', linestyle='--', alpha=0.9)\n",
+    "    plt.show()\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Aquifer Auser"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Date</th>\n",
+       "      <th>Rainfall_Gallicano</th>\n",
+       "      <th>Rainfall_Pontetetto</th>\n",
+       "      <th>Rainfall_Monte_Serra</th>\n",
+       "      <th>Rainfall_Orentano</th>\n",
+       "      <th>Rainfall_Borgo_a_Mozzano</th>\n",
+       "      <th>Rainfall_Piaggione</th>\n",
+       "      <th>Rainfall_Calavorno</th>\n",
+       "      <th>Rainfall_Croce_Arcana</th>\n",
+       "      <th>Rainfall_Tereglio_Coreglia_Antelminelli</th>\n",
+       "      <th>...</th>\n",
+       "      <th>Temperature_Monte_Serra</th>\n",
+       "      <th>Temperature_Ponte_a_Moriano</th>\n",
+       "      <th>Temperature_Lucca_Orto_Botanico</th>\n",
+       "      <th>Volume_POL</th>\n",
+       "      <th>Volume_CC1</th>\n",
+       "      <th>Volume_CC2</th>\n",
+       "      <th>Volume_CSA</th>\n",
+       "      <th>Volume_CSAL</th>\n",
+       "      <th>Hydrometry_Monte_S_Quirico</th>\n",
+       "      <th>Hydrometry_Piaggione</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>05/03/1998</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>06/03/1998</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>10.05</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>07/03/1998</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>9.2</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>10.00</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>08/03/1998</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>11.4</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>13.85</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>09/03/1998</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>11.4</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>12.85</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 27 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "         Date  Rainfall_Gallicano  Rainfall_Pontetetto  Rainfall_Monte_Serra  \\\n",
+       "0  05/03/1998                 NaN                  NaN                   NaN   \n",
+       "1  06/03/1998                 NaN                  NaN                   NaN   \n",
+       "2  07/03/1998                 NaN                  NaN                   NaN   \n",
+       "3  08/03/1998                 NaN                  NaN                   NaN   \n",
+       "4  09/03/1998                 NaN                  NaN                   NaN   \n",
+       "\n",
+       "   Rainfall_Orentano  Rainfall_Borgo_a_Mozzano  Rainfall_Piaggione  \\\n",
+       "0                NaN                       NaN                 NaN   \n",
+       "1                NaN                       NaN                 NaN   \n",
+       "2                NaN                       NaN                 NaN   \n",
+       "3                NaN                       NaN                 NaN   \n",
+       "4                NaN                       NaN                 NaN   \n",
+       "\n",
+       "   Rainfall_Calavorno  Rainfall_Croce_Arcana  \\\n",
+       "0                 NaN                    NaN   \n",
+       "1                 NaN                    NaN   \n",
+       "2                 NaN                    NaN   \n",
+       "3                 NaN                    NaN   \n",
+       "4                 NaN                    NaN   \n",
+       "\n",
+       "   Rainfall_Tereglio_Coreglia_Antelminelli  ...  Temperature_Monte_Serra  \\\n",
+       "0                                      NaN  ...                      0.0   \n",
+       "1                                      NaN  ...                      0.0   \n",
+       "2                                      NaN  ...                      9.2   \n",
+       "3                                      NaN  ...                     11.4   \n",
+       "4                                      NaN  ...                     11.4   \n",
+       "\n",
+       "   Temperature_Ponte_a_Moriano  Temperature_Lucca_Orto_Botanico  Volume_POL  \\\n",
+       "0                          0.0                             0.00         NaN   \n",
+       "1                          0.0                            10.05         NaN   \n",
+       "2                          0.0                            10.00         NaN   \n",
+       "3                          0.0                            13.85         NaN   \n",
+       "4                          0.0                            12.85         NaN   \n",
+       "\n",
+       "   Volume_CC1  Volume_CC2  Volume_CSA  Volume_CSAL  \\\n",
+       "0         NaN         NaN         NaN          NaN   \n",
+       "1         NaN         NaN         NaN          NaN   \n",
+       "2         NaN         NaN         NaN          NaN   \n",
+       "3         NaN         NaN         NaN          NaN   \n",
+       "4         NaN         NaN         NaN          NaN   \n",
+       "\n",
+       "   Hydrometry_Monte_S_Quirico  Hydrometry_Piaggione  \n",
+       "0                         NaN                   NaN  \n",
+       "1                         NaN                   NaN  \n",
+       "2                         NaN                   NaN  \n",
+       "3                         NaN                   NaN  \n",
+       "4                         NaN                   NaN  \n",
+       "\n",
+       "[5 rows x 27 columns]"
+      ]
+     },
+     "execution_count": 25,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "datasets[0].head()\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1500x1100 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "datasets[0]['Date'] = pd.to_datetime(datasets[0]['Date'], dayfirst=True)\n",
+    "corr_plot(datasets[0], 'Aquifer Auser', (20, 20))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAz8AAADHCAYAAAA3fO2qAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8g+/7EAAAACXBIWXMAAA9hAAAPYQGoP6dpAABlnklEQVR4nO2deXgURfrHv5OZSQIECPchIEpUjriihEtARK6AnLIKLCooivoT1MVrZRUJsiIooAIrKh6oiC6yHqCLSpQbgtyCqAmXRAwIkSOBkMxM/f5oa6a6p8+ZniPJ+3mePJnurq56q+t8q96qcjDGGAiCIAiCIAiCICo4CbEWgCAIgiAIgiAIIhqQ8kMQBEEQBEEQRKWAlB+CIAiCIAiCICoFpPwQBEEQBEEQBFEpIOWHIAiCIAiCIIhKASk/BEEQBEEQBEFUCkj5IQiCIAiCIAiiUkDKD0EQBEEQBEEQlQJSfgiCIAiCIAiCqBSQ8kMQREQ5ceIErr/+etSsWRNTpkyJSBjvv/8+rrvuOqSmpsLtdqNOnTpo27Ytnn/+ect+HTp0CA6HI+jP7HOCKI8UFRWp5utDhw7FWrS4IScnB5dddhkaNWqEFStWxFocgiBChJQfgqjgqHVolH8pKSlo06YNJkyYgP3799sa/pw5c7BmzRqcOXMGWVlZyMvLs9X/5557DqNGjcK6desAAP/973/x6aefori4GBs2bLDsX5MmTZCbm4ubbroppOdWmDJlimp61KtXD+fPn9d9t0ePHqrvXn/99WHLFS5Tpkzx/33yyScxk+PMmTN49tln0alTJ9SqVQtutxv16tVDq1at0Lt3b/zjH//A0qVLcfr06ZjJGC9Uq1YNubm5mDBhQqxFiVsmTpyIvLw8FBQU4N577421OARBhAgpPwRRwcnNzUVubq7s3kUXXYTc3Fzs2LEDr7/+OmrWrIkffvgB8+bNQ3p6Or788kvbwmeMya59Pp9tfns8HkyfPt1/PXToUAwcOBBdu3bF9OnT0b59e8t+ulwupKWloXr16iE9t8IDDzyg2uE8ceIEFi1apPne1q1bsXr1atk9nqaLFy8OW65wycrK8v/FSvnJzc1Feno6/vnPfyI1NRXvvvsuduzYgRUrVmDSpEkoKirCjBkzcMstt/gV58qMw+FAWloaateuHWtR4haxLlPWawRBlB9csRaAIIjIkpaWFnSPd+ABoG3btrjmmmuQkZEBxhhKSkowZswYHDlyBC5X+FXEQw89hPXr12Pnzp146KGHcPnll4ftJ+fYsWM4c+aM/7pJkyb+33/9619tCydS1K5dW/ZXUlKCc+fOAZBmzMaNG4eEhOAxqueffx7NmjXDL7/84r8npikBjB49GkeOHMFFF12EFStWyPJyx44d8be//Q2DBw/G559/HkMpifLErFmzcOutt6K4uBj//ve/Yy0OQRAhQjM/BEHgmmuuwcUXX+y/LigowJ49e2zxu379+li7di3OnDmDqVOn2uInp6ysTHbtdDpt9T+aVK9eHbfffrv/+ueff8by5cuD3B08eBDLli3Dgw8+GE3xyhWHDx/Gpk2bAAB16tRRVeKdTqft+ZGo2HTu3Bn79+9HQUEBBg8eHGtxCIIIEVJ+CIIAACQmJsquPR6P7DovLw9PPPEEunTpgqZNmyI5ORlVq1ZFixYt8Le//U3VdKh58+ZBa1JEcy215ytXrsTkyZNxxRVXIDk5GTVr1sSgQYOCTPeuv/56XHLJJbJ7WVlZQeGsWbMG9957L9q2bYsGDRrA7XajRo0auPLKK/HAAw/g4MGDYXw1e3nwwQdlmyfMmjUryM3s2bPRvHlzDBkyxLS/y5Ytw8CBA9G4cWMkJiaiRo0aaNu2LR577DHk5+fL3KqtQxozZgw+//xz/8YVSUlJuPLKK/Hee++pviuyaNEimT8ixcXFmDlzJjp16oTU1FQkJSWhadOmuPXWW7F7927T8VNy9OhR/+/du3fjtddeg9frDXJ3zTXX4Pz58+jfv3/QsxMnTuCpp57C1VdfjRo1aiA5ORktWrTAvffeG5RnxowZo/rNNmzYgD59+iA1NVV236xbANixYwceeughtG/f3p9+KSkpaNmyJe66666Qv9PWrVsxdOhQ1KtXD4mJiWjevDkeeeQR1bVmWpt8iBsirFy5MmjtmZp7Hp9LLrkESUlJqFOnDkaNGoVjx44Fhfvpp59izJgxaNOmDerWrQu3243U1FS0a9cOkyZNwu+//y5zv3r16qDwmjdvjo0bN6Jfv36oVasWqlSpgjZt2uD1118HAJw7dw6PPfYYmjVrhsTERFx66aWYPn26zKzNyiYn27dvx5gxY3DppZeiSpUqqFmzJq644goMHDgQL774oizvlJWV4eWXX0a3bt1Qt25duFwu1KxZE2lpaRg0aBCysrJQWFhoOW0JgjCAEQRRKQDg/7v44otlzw4ePMhcLpf/eb169VhJSYnMzSuvvMIAsGHDhrH169ezXbt2sYULF7JatWr53/v3v/8te+fQoUNsxowZsrC//fZb3eeXXnopmz9/Ptu+fTu7/fbb/fcvuugidubMGf+7+fn5bPXq1bJ3J0yYwHJzc1lubi47d+4cY4yx4cOHM4fDwSZPnsy2b9/OtmzZwp566in/OykpKWzLli1B32v06NEyv60+t8LTTz/tT5PMzEyZvzk5OX53J06cYFWrVmXz5s1jBw8e1E1TxhgrKSlhAwcO9Lu56aab2KZNm9iSJUtY9erVGQBWs2ZNtnLlSv87J0+eZLm5uTK/GzduzEaMGMFycnLYe++9J8sry5Yt0333pptu8qfJsWPH/G7z8/PZ5Zdf7nc3Y8YMtnHjRtaxY0cGgCUmJrKlS5eG9D1/+eUXmQwAWIMGDdiYMWPYm2++yfbt28d8Pp/m+7t27WKNGjViAJjL5WJvvvkmW7NmDbv00ksZAFajRg22bt06v/tjx44FxfvKK69kl112GVu+fDnbvn07u/HGGxkAS24ZY+zxxx9nANi9997LtmzZwrZv385mz57NkpKS/PJ99tlnlr7P8uXLWWJioj/8Z555hn333XfswQcf9PvL/w4ePMjKyspYbm4u69Wrl/9+UlIS27ZtGysrK2OMMVZcXMy2bdvGEhMT2Ztvvsny8/NZbm4umzBhgsy/Nm3asMWLF7OtW7eyPn36+O+3bduWeb1emZwdO3ZkiYmJ7KWXXmK7du1imzZtYvfcc4//nYYNG7IDBw743Z87d47l5uayDh06yOTs1KkTW7duHfv4449ZlSpVZPXVyJEj2Zdffsmys7NZ/fr1/c+mTZvm95fH/6abbtIt83PmzGFOp5MBYE6nkz3zzDNsy5Yt7JtvvmE9e/ZkANiDDz7ody/6d9ddd7HNmzez3bt3s/fff5+1aNGCAWA7duywlLYEQRhDyg9BVBLUOsoXLlxgmzZtYtdcc43/WY0aNdhXX30V9P4HH3zAOnXq5O/scObMmeN/t1q1auzUqVOy52+99Zam8qP2/KGHHvI/U3bwFy5cKHtX+fzpp58OknvixIns//7v/4LuDx482P9ely5dgp7HSvlZuXKlzN9bbrnF727q1KmsTp06rLi42JTyM378eJmSxxVCxhh75plnZOl2+PBh2bui3/Xr12elpaX+Z927d/c/69q1a1C44rujR49WjfN1113nd9O+fXv/fVGhTUlJYb/++quZTyjD5/Oxdu3aBSlA4l/Dhg3ZhAkT2JEjR2TvlpaW+jueANjNN9/sf/b222/LFMLz589rxhsAW7t2rf/Zjh07WFJSkmW3s2bNYoMHDw6K44MPPuh/t0mTJrrKnMjZs2dZ7dq1/e/27t1b9jw9PT1I+eF88cUXsmdz5syRvTtv3jzWtGlT5vF4/Peefvpp2Tsvvvii/9m3334re7Zq1SqZf8OHD2f/+te/guLQtm1b/zujRo0Kei7mTwBsz549/mdcCeF/K1as8D8bO3asLH8o0Svza9asYQ6HQ7MuOnv2LGvQoIFf+Tlw4IDML3FghzEpD5DyQxCRgczeCKIScvjwYSQnJ6NKlSro3Lkztm/fjlatWuHFF1/E/v370bt376B3hg8fjk2bNgWtn0hPT/f/Li4u9q+1CJWuXbv6f1900UWyZ7t27bLs36xZszB//vyg+6LcmzZt8m80EGv69u2L1q1b+6+XLVuGQ4cOoaSkBPPmzcN9992HqlWrGvrzxx9/YMGCBf7rv/zlL6hSpYr/ukOHDv7fxcXFmDt3rqZfHTp0gNvt9l+L6RJKmmzfvh1r1671X1911VX+32K6FBUV4c0337Tsv8PhwFtvvYWmTZtquikoKMDcuXORnp6OrVu3+u8vX75ctt27lmxHjx7FRx99pOn/ZZddhm7duvmv27Zti5KSEstuJ06cqLpjnihLfn4+fvrpJ01ZRD799FOZKZWYDwCgS5cumu9mZmbiiiuu8F/PnTtXtnvjggULcNddd+muvbNSvj/44ANMmjQpyI82bdr4f69atUozLACoUaOGzH39+vVlz6+99lrVZwUFBTh58qSu3yKzZ8+WmcoNGjRI9jwlJQX333+///udOHFC9vy+++7Dli1b/OaZbdu2RXZ2Nm1iQhARgJQfgqiENG7cGFu3bsXChQuRkpICANi3bx+WL18u6+Qq+eijjzBo0CA0b94c1atXR3JyctB6CaUdvlVq1arl/62U5ezZs5b9O3/+PObMmYPu3bujUaNGqFatGpKTk/Hcc8/53fh8PksdnUgjbmbg9Xrx4osvYtGiRTh9+jTGjx9vyo+cnBzZui1lp095rbfds5gmgDxdQkmTzZs3y65TU1P9v2vWrGlaLj2uvPJK/Pjjj3j11VfRp08fVKtWTdXd6dOnZWe22CWblV0N9dx6vV688cYb6Nu3L5o0aYKUlBQkJyfjvvvuk7kzW+62b98uu65Xr57utYjD4cADDzzgvz5w4AA+/fRTAMDatWvx448/4q677tIN30r5PnXqFKZOnYrOnTujfv36qFq1KpKTk7FkyRK/G6N4K/Oucm2j+Fz5rKioSNdvEeWgT/PmzYPcPPXUU/50a9mypWy7/MWLF6Njx46oVasWBg0ahHfeeQddu3b1188EQdgHKT8EUQlxu91IT0/HHXfcIVtUn52drdm5fvTRR3HzzTdj+fLlOH78OF544QW/AiWitrDcCmpbO3OYxbM1ysrK0LNnT0ycOBFr165FlSpV8MEHH2Dnzp1BhxSGK7ed3HbbbahTp47/+o033sDMmTNx6623okGDBqb8UCpzyo6d8lpvYbVemoTCH3/8IbueM2cOkpOTkZycHNTZU27IYIWqVati3Lhx+PLLL3Hq1Cl89913mDVrVtDsxrZt2/Dbb7+pyvbQQw/5ZRNnEIxkE9PPCD23I0aMwF133YWvvvoKJSUleP3117F9+/agnerM5l/lga7KfGC0Y+Lo0aNlCuGLL74IAHjllVf8m2roYbZ8nz59Gu3bt8fTTz+NzZs3o0mTJli+fDl27twpm1Wx89wwPXmMUJaf5ORkXffVq1fHO++8I/uWgKQALl++HKNHj0bbtm1pwwOCiACk/BBEJWfs2LFo2bKl/3rx4sVBo8PHjx/H7Nmz/dd333037rnnHqSnp6NZs2ZRk9Uqn332mWxEdtasWRg4cCBatmyJunXrxlAyfapUqYJ77rnHf11UVISDBw/i4YcfNu2HskNdWlqqex3Nwy2VHb7Ro0dj586d/r99+/b5/9S2+zaCMYaFCxfiwIED/nsulwsZGRmYOHEi1q9fH3ROCz8zSSnbE0884Zdr165dMtlEs0IlWruBWXG7bds2mWndP//5T4wcORKtW7dGo0aNTPsvopy9UuYDIyWqWrVqGDt2rP967dq1+PLLL/Hf//43aEAhHBYuXIi8vDz/9RtvvIGePXuiZcuWQXGIB5QzTFomjiJDhgzB4cOHsWjRIowYMSJIcdy3bx9mzJhhq5wEQZDyQxCVHqfTiWeeecZ/zRgLsrM/cOCAbIRVXJMSTzMmSpTbY5cXuQHg/vvvl5kF9evXD61atTL9fseOHWXvHz9+XPZceS2uOYk0ynUmHo8HLVu2lP1dcskl2Lp1a9DaCDN4vV7cfffdmDlzpqab2267TXbNzQCVsjkcjiDZ6tevj61bt4Zk8meFSOTfdu3aya6VZmNmzOcmTJggmyEaPnw4mjZtqrpWMFTKW9kV1w4BkCnenOeeew7PP/88AKn8PfXUU0hKSsLtt9+OJUuWID8/H1999ZVsbd73338fWcEJohJCyg9BEPjrX/+KjIwM//WXX36JNWvW+K+VC5PFjvOPP/4YeQFDpLzKDUjrssaNG4cWLVqgRYsWeOyxxyy9X6tWLdlI/O7du2Wj0Vu2bPH/rlatmmwtR7jUqFHD/5vPLBQVFSE1NRWvvvoq2rdvj/bt2/vdfPvtt0HnSn300Ue47bbbwlpDtmjRImzYsEH12bZt2/y/O3To4D8zatCgQbKNEr766qugd1955RXcdtttls0wrRKJ/Dt48GDZrOB3330ne75x40ZDPy6++GLZIZ+nT5/GuHHjLM12GVHeyu7DDz8si79yxvKXX37Bk08+6Tc7PH78OKZNmybbzMLhcKB3796ymXgjM0KCIKxDyg9BVHDy8vJk5iOANNKel5eHw4cP++9Nnz5d5uaJJ55AXl4eTp48iaZNm6J79+7+Z6+//jpWr16NL774ImiXsOPHj/v9PXz4cNAMw6+//mr4/Pjx4zh79myQ3Pyex+ORhcMpLCxEXl6e389+/frJOnpTp07Ftm3b8Morr+Cbb76Rvctl4d9GOarP/TV6bgUub2Fhod/fX3/91f983rx5/vTj318t7cT74vvPP/88Bg4cCEBSPm699Vbk5OTggw8+8JvT1KhRA8uWLfN3+LlMImJaaMVdXJsg5pWcnBxs374dzz33HE6fPo22bdsCAJYsWeI3mTxy5AgGDRqEb775Brt27cK8efPwf//3fxgzZozqAaRmKSkpQe/evTFhwgT873//w/fff4+cnBzMnTsXI0aMAAA0a9YM7777rv+dpKQkLF261G/GtHnzZowePRrr16/Htm3b8K9//QtZWVmYPHmyfw2Q3jdT5gkrbjt06CDbDGHWrFnIycnBkiVLZIv+AanciGmvRbVq1fD222/7ZwW/+uorPPvss9i2bRsmTpyIn3/+WeZerYwC8k05EhMTcccddwS5UeYL7l9hYSEKCws1yy8A3HLLLbL1SE888QR27NiBrKysIBl5OOfPn0deXp7soFZeLs6fP4/Dhw+r5t2zZ8/65VKLu5ky361bN7z00kv+GbEZM2Zg3rx52Lt3L7744gsMHDgQbdq0waOPPirzY9y4cZg9eza2bduGnTt34tlnn/Xvele9enU89NBDQd+VIIgwieE22wRBRAHonHWiPBtGeQYGAPb4448zxqSDHG+//XbWqFEjlpiYyC677DI2adIk9tlnn2n6e/HFF+uGq/V89OjRQef/iH8HDx4MOnND+T5n+/btrGfPniw1NZVVrVqVZWRksNdee41NnjxZ9T3l+TlWn1tBeQYKANa9e3fdd/TCV3vf5/OxpUuXsgEDBrCGDRsyl8vFUlJS2F/+8hf26KOPBp1zoyYT/2NMOz+J55r8+uuvbMSIEf7wkpKSWKtWrdjcuXNlYRUWFrIpU6awa665hqWkpDCn08nq1KnDrr/+evb666+bPrtGje+//95/iGXbtm1ZkyZNWJUqVZjb7WYNGzZkN9xwA5szZw4rKipSfT8/P589/PDDrE2bNqxq1arM6XSyBg0asMzMTPbRRx+Z/mbKPGHFLWOM5eXlsSFDhrC6deuy5ORklp6ezmbMmMFee+01y3lHZMuWLWzw4MGsdu3azO12s2bNmrGHH36YPfbYY6bz9dVXX80AsJEjR6o+18srRvmMMcZWrVrFOnfuzFJSUlj16tVZt27d2LJly1TL/tNPPx10bpD49+2332rWN2+99ZZuXWSlzO/YsYONHTuWpaWlsSpVqrCUlBTWpk0bNnnyZFZYWOh3V1hYyCZNmsT69+/PWrRowWrWrMkSEhJYSkoKS09PZ/fffz/Ly8sznZ4EQZjHwViE5+0JgiAIgqhwvPnmmxg7dizWrFmD6667LtbiEARBmILM3giCIAiCMOS5556TmYvu27cPrVu3JsWHIIhyhcvYCUEQBEEQlZ2VK1fi888/R+3atbF3717MnTsXixYtirVYBEEQliDlhyAIwkbat2+PI0eOGLobPnw4XnrppShIVP45cuSIbHc4PV566SUMHz48whJVTm644Qa888476NixI+rVq4dp06bRtyYIotxByg9BEISN/P777zh27JihO77lLWGM1+s19U0ByHb6Iuxl8uTJmDx5cqzFIAiCCAva8IAgCIIgCIIgiEoBbXhAEARBEARBEESlgJQfgiAIgiAIgiAqBaT8EARBEARBEARRKSDlhyAIgiAIgiCISgEpPwRBEARBEARBVApI+SEIgiAIgiAIolJAyg9BEARBEARBEJUCy8rP2rVrMXDgQDRu3BgOhwOffPKJ7PmYMWPgcDhkf5mZmTI3hYWFGDVqFGrUqIHU1FSMHTsWRUVFYUWEIAiCIAiCIAhCD8vKT3FxMa666irMnz9f001mZiZ+++03/9+SJUtkz0eNGoW9e/fi66+/xooVK7B27VqMGzfOuvQEQRAEQRBERLj88lhLQBD242CMsZBfdjjw8ccfY8iQIf57Y8aMwalTp4JmhDj79u1D69at8d133yEjIwMAsHLlSvTv3x/5+flo3LhxqOIQBEEQBEEQNuFwAKH3EgkiPnFFwtPVq1ejfv36qFWrFm644QZMmzYNderUAQBs2rQJqampfsUHAHr16oWEhATk5ORg6NChQf5duHABFy5ckN1zu91wuQLiJyQkwOl0wuv1wufz+e87nU4kJCTA4/FA1POM7peVlcnC42F5PB5T991uN3w+H7xer/+ew+GAy+UyfZ/iRHGiOFGcKE4UJ4oTxSl2cXKjrKysgsVJfp/iVHHi5Ha7YQbblZ/MzEzcdNNNuOSSS7B//35MmjQJ/fr1w6ZNm+B0OlFQUID69evLhXC5ULt2bRQUFKj6OX36dGRlZcnuTZgwAf379/dfN2nSBOnp6di3bx/y8/P999PS0pCWloadO3fixIkT/vvp6elo0qQJNm/eLFtvlJGRgbp162LNmjWyD9qlSxckJycjOztbJkfPnj1RUlKCDRs2yOLTq1cvFBYWYuvWrf77KSkp6Nq1K44ePYo9e/b479etWxcZGRk4cOAA8vLyKE4UJ4oTxYniRHGiOFGc4iBOmcjOzq5gcaqI6URxAhC0x4AWtpu9KTlw4ABatGiBVatWoWfPnnj22WexaNEi/PTTTzJ39evXR1ZWFu67774gP2jmh+JEcaI4UZwoThQnihPFKbpxSkx0o7SUZn4oTuUjTmZnfiKu/ABAvXr1MG3aNNxzzz1488038fDDD+OPP/7wP/d4PEhOTsbSpUtVzd4IgiAIgiCI6EJrfoiKSMTP+cnPz8fJkyfRqFEjAEDnzp1x6tQpbNu2ze/mm2++gc/nQ8eOHSMtDkEQBEEQBEEQlRTLa36KiopkNn0HDx7Ezp07Ubt2bdSuXRtZWVkYNmwYGjZsiP379+Oxxx5DWloa+vbtCwBo1aoVMjMzcffdd2PBggUoKyvD+PHjMWLECNrpjSAIgiAIgiCIiGHZ7G316tXo0aNH0P3Ro0fjlVdewZAhQ7Bjxw6cOnUKjRs3Rp8+ffDMM8+gQYMGfreFhYUYP348li9fjoSEBAwbNgwvv/wyUlJSwo8RQRAEQRAEETZk9kZURMJa80MQBEEQBEFUTEj5ISoiEV/zQxAEQRAEQRAEEQ+Q8kMQBEEQBEEQRKWAlB+CIAiCIAiCICoFpPwQBEEQBEEQBFEpIOWHIAiCIAiCIIhKASk/BEEQBEEQBEFUCkj5IQiiXFJaGmsJCLNQWhEEQRDxAik/BEGUS5KSYi0BYRZKK8IOzpwBfL5YS0EQRHmHlB+CIAiCIOKeJk2Ajz+OtRQEQZR3SPkhCIIgCCLuOXsWKCmJtRQEQZR3SPkhCIIgCIIgCKJSQMoPQRAEQRAEQRCVAlJ+CIIgCIIgCIKoFJDyQxAEQRAEQRBEpYCUH4IgCIIgygUOR6wlIAiivEPKD0EQBEEQ5QLGYi0BQRDlHVJ+CIIgCIIgCIKoFJDyQxAEQRBEuYDM3giCCBdSfgiCIAiCKBeQ2RtBEOFCyg9BEARBEEQMYAxYvTrWUhBE5YKUH4IgCIIgygUVzeytpATo0SPWUhBE5YKUH4IgCIIgCIIgKgWk/BAEQRAEQRAEUSkg5YcgCIIgCIIgiEoBKT8EQRAEQRAEQVQKSPkhCIIgCIIgCKJSQMoPQRAEQRDEn3TpEmsJCIKIJKT8EARBEARB/MnGjbGWgCCISELKD0EQBEEQBEEQlQJSfgiCIAiCIAiCqBSQ8kMQBEEQRFxw4QJw7lyspSAIoiJDyg9BEARBEHHBpEnATTfFWgqCICoypPwQBEEQUeXAAaCkJNZSEPHImTPAH39oP3c4oicLQRAVE1J+CIIgiKjSogWwbFmspSDKI4zFWgKCIMo7pPwQBBEXrFwJ5OfHWgqCIAiCICoylpWftWvXYuDAgWjcuDEcDgc++eQT2XPGGCZPnoxGjRqhSpUq6NWrF3Jzc2VuCgsLMWrUKNSoUQOpqakYO3YsioqKwooIQRDlm8GDgU8/jbUUBEHEMxXN7I1msggi+lhWfoqLi3HVVVdh/vz5qs9nzpyJl19+GQsWLEBOTg6qVauGvn37okQw8B41ahT27t2Lr7/+GitWrMDatWsxbty40GNBEARBEARBEARhgMvqC/369UO/fv1UnzHG8OKLL+LJJ5/E4MGDAQDvvPMOGjRogE8++QQjRozAvn37sHLlSnz33XfIyMgAAMydOxf9+/fHCy+8gMaNG4cRHYIgCIIgCIIgCHUsKz96HDx4EAUFBejVq5f/Xs2aNdGxY0ds2rQJI0aMwKZNm5CamupXfACgV69eSEhIQE5ODoYOHRrk74ULF3DhwgXZPbfbDZcrIH5CQgKcTie8Xi98Pp//vtPpREJCAjweD5gwv2x0v6ysTBYeD8vj8Zi673a74fP54PV6/fccDgdcLpfp+xQnilPlipMLjElmIGbiBLgBIM7jVBHTyXqcAKXs7j9/O8ttnCpiOsVDnHw+55/1gENFdjcYY6briFDjBED2jSOZTqWlgXjFZzq5UVZWVinyHsWp/MfJ7XbDDLYqPwUFBQCABg0ayO43aNDA/6ygoAD169eXC+FyoXbt2n43SqZPn46srCzZvQkTJqB///7+6yZNmiA9PR379u1DvrBqOi0tDWlpadi5cydOnDjhv5+eno4mTZpg8+bNsvVGGRkZqFu3LtasWSP7oF26dEFycjKys7NlcvTs2RMlJSXYsGGDLD69evVCYWEhtm7d6r+fkpKCrl274ujRo9izZ4//ft26dZGRkYEDBw4gLy+v3MWpRYuu6NrVi/nzA/6U9zhVxHSK9zj5fH3g8zEUFZ0zFScgEwDiOk5AxUunUOIEKOOUicOHDwO4tNzGqSKmUzzE6ejRNjhzpjqKipwqccqE1+tFUdH5iMYJgCzcSKZTSYkTQG8UFRXFaTplIjs7u1LkPYpT+Y9TZmYmzOBgonplEYfDgY8//hhDhgwBAGzcuBFdunTB0aNH0ahRI7+7W265BQ6HAx9++CGeffZZLFq0CD/99JPMr/r16yMrKwv33XdfUDg08xPfccrNdaF1a6C0tEx2vzzHqSKmU7zHKSXFhVmzgPvvNxenxEQ3GKOZn/IQJ7fbBa83cD8x0Y1Fi7y4/Xaa+aE4yeN0771OfP89kJMTPPOTmOjG4sUMI0dGNk4Oh7w9i2Q6FRcDtWq54fPF58xPYqIbpaU080NxKh9xisnMT8OGDQEAx44dkyk/x44dQ9u2bf1ujh8/LnvP4/GgsLDQ/76SpKQkJCUlmZLB6XT6p61FREXJzH2tD2jlfkJCAhISgveUsHo/3uPE86iVbxDvcQrlPsUp/Dg5HNJfRYqT3v3KHCcub0WKk9F9ipNxnBISAvWAmuwOhyPidYRauHqyh5NO/Kc0SBCf6SSXt+LmvXDuU5ziL0562HrOzyWXXIKGDRvKpqDOnDmDnJwcdO7cGQDQuXNnnDp1Ctu2bfO7+eabb+Dz+dCxY0c7xSEIgiAIgohbaKtrgog+lmd+ioqKZDZ9Bw8exM6dO1G7dm00a9YMDz30EKZNm4bLLrsMl1xyCZ566ik0btzYbxrXqlUrZGZm4u6778aCBQtQVlaG8ePHY8SIEbTTWzmlop27QBAEQRAEQVRMLCs/W7duRY8ePfzXEydOBACMHj0ab7/9Nh577DEUFxdj3LhxOHXqFLp27YqVK1ciOTnZ/87ixYsxfvx49OzZEwkJCRg2bBhefvllG6JDEARBEARBEAShjmXl5/rrr4feHgkOhwNTp07F1KlTNd3Url0b77//vtWgCYIgCIIgKgxk9kYQ0cfWNT8EQRAEQRCRgsysCYIIF1J+CIIgCIKIG/RmQ2imhCCIcCHlhyAIgiAIIgaQMkcQ0YeUH4IgCIIg4gY90zYyeyMIIlxI+SEIgiAIIm4gszeCICIJKT8EQRAEQRAxoDwoc+VBRoKwAik/BEEQBEHEDWT2RhBEJCHlhyAIgiAIgiCISgEpPwRBmOaBB2ItAUEQRMWBTMoIIvqQ8kMQhGnmzo21BARRvjh+HPjww1hLQRChQwoaUdEg5Yewnd9+i7UE8ccTTwBeb6ylIAgi2qxbB4wYEWspCIIgCA4pP4TtNG4cawnij+eeAzwea+9s2QLs3h0ZeQiCIIhgaJaDICo+rlgLQBCVBau7FD3+uKRILl4cGXkIgog81Jkm9KD8QRDRh2Z+CIIgCIIgCFVIQSMqGqT8EESUoAaEIAgiPCJ9zg/V0wRR8SHlhyAIgiCIuEFPAaloyklFiw9BlAdI+SGIKBFuI0ebHxAEUdGJ9MwOYR1S0IiKBik/BBElwm1ArrrKHjkIIlYcO2Z910OicsGYvgJEZm8EQYQLKT9E2FBjQRCEGZo0AZYujbUURLxj1KaMGQOcPx8VUSIOtZ8EEX1I+bERqsQIPSh/EJUdj4dmfgh9zMzsLFoEnD0beVkIgqiYkPJjIwmKr7loUWzkiDZko22OUJQfUpiIikZly9OVLb7hYmT2Fo3wCTn0TYiKBik/EWTMmFhLQMQT1IAQROUqBzQwFBqVKY9UprgSRLxAyg9BEARBEHGBWYWRlAaCIEKFlB8ibKgRMgd9J4KgckDoQ2ZvBEFEGlJ+CCJKUKNKEARhDxWlPi0P8SgPMhKEFUj5IcImnuza58+PtQQEQdjBrl3A1KmxlgKYNAnIzY21FJWHeGpPCIKomJDyQ1Qoxo+PtQTa0OgZQZgvB5s3A1OmRFQUU0yfDuzeHWspKg9m80ek6lOqpysPGRnAunWxloKIBaT8VFJ++QW4cCHWUlQuqFElCPPQDAARDrfeGmsJzFEe2oXyIGMobNsGFBTEWgoiFpDyU4koKwOefVb6ffHFwAcf2ONvRa0Y7Ya+E0FYoyKUmYoQh/LI4sWxlkCddesoT8QTFWmQZeNGOkTaLKT8VCLOnAH++c9YS0GYpSJVypWVkyelckcEMNvxo/xvzMiRwHPPxVoK+zGTR8y4efllYOhQ+8MOh+uuA86di2wYhHkqUj3TpQtw+HCspSgfkPJTiYhUIa9IlUckodE+YyraNxo2DJg4MdZSlE+oXjHmxx8lE+aKhJ3pfuSI9I3iDcrbBBFbSPkhiChR0Tr25Y2iIuCrr6IbZlkZ4PVGN0yi/HLkiDX3DkfFq1fMnvNTXuK9cydw4ID28/IQj/IgY6iQIlo5IeWnEkGFnIh3IplHN28G+vaNnP9aRLrjcPw4MG5cZMOwEzvM3t5/Hzhxwh554olmzay5D6e8FBUBPl/o70cSvTwS6XbM7vI6ejQwe7b8HrXFBBFbSPmpRESqwq3Io0J2Yud3mj4dKCy0zz+Rxx6LjL/lmXievTlyBHj99VhLYT969dWoUZIyS4Rer1x+ObBkib2y2IFRO2U1vrFun0pLgaSk2MpAaBNrRXTPHuuDHrGmuBhYuzbWUoQHKT8EESXsbIQjefDi889Hxt9YE873d7lCfzfWjWtFJV5nLTh//3vkwwjH7K2gQJr9sYNffwVWrLDHr4pm9lZaCrjd2s/LQzzKg4zllZMnrZu7xpq1a4Hu3WMtRXjYrvxMmTIFDodD9teyZUv/85KSEtx///2oU6cOUlJSMGzYMBw7dsxuMQgVaMOD2GJ3AxJP33316lhLEL9Upo6DmXxQWb7HF19EPoxw6oCEBPvSYsUKYPBge/wCzJm9RWrXQLvzZ2kpkJioHkbXrvaGRVgnntpRuzl+PNYSxC8Rmflp06YNfvvtN//f+vXr/c/+/ve/Y/ny5Vi6dCnWrFmDo0eP4qabboqEGESUqCydGUKbHj3s8efdd+3xRw3Kp5HHrnwA2G/+FCsiLWeo/jsc8Tl7Zjbdy0v66yk/GzZEXx5CTkVRfp56KvhegwbRl6O8EBHlx+VyoWHDhv6/unXrAgBOnz6NN954A7Nnz8YNN9yAdu3a4a233sLGjRuxmQy4iQqO3Y11eWn8zXDypPQ/J8fae+XhG1SUxjXSTJ8uvzb6bvHYcY824Zi9xWu+rGhmb4B+fMpTPIjIcsstwLJlob07bZr82ukMX56KTBiW7Nrk5uaicePGSE5ORufOnTF9+nQ0a9YM27ZtQ1lZGXr16uV327JlSzRr1gybNm1Cp06dVP27cOECLly4ILvndrvhEgzxExIS4HQ64fV64RNaRafTiYSEBHg8HjChljG6X1ZWJguPh+VRHJ8rv+/2v+f+08hX9MfhcMDlcsHn88ErrKDWum93nEpLywQZ3WCMgTGjOAVwu92qsjscLkVc3fB4PFGJkzKdeLzCjZPd6QS4UFpahrIy83H69ls3hg/3gTHecjpk31gr/cKPkxter1c1ToDb/x2ZrNVWv2+2PNWt64bDwQA4VNNPLU48TLNx9XgSAISW9wCXPw7W6ggnGHNEKJ2kvAdIrZwoT3TrPVmsVGUHXH9+88D3lNw4/e4nTXLjkUfK/OWJu1d+90B6eFBWxqIWp7Iya+kklVuHX14AJvKeVD+bj5MTXi/8dYSVes/hYPB4fCgr85mKU8uWDN9/H/BHrPck5wkoK/OEnfd8Pid8Pq04uQFI9QSvT8U4KesxKR0SLJUnxuwtTw6Hy/+dpfSQZJdmg+TtsVEd0aGDC1lZPgwa5LS1fdKPkxulpWVISrKnPEWrzTWTToAbDgdiGiePR6ofvV4vsrOdaNtWXtcYxemee3yYN88LsT0EEvyDQzxudsdJrJuj1Yc1k05uvQV24rumXFmgY8eOePvtt3HFFVfgt99+Q1ZWFrp164Y9e/agoKAAiYmJSE1Nlb3ToEEDFBQUaPo5ffp0ZGVlye5NmDAB/fv39183adIE6enp2LdvH/Lz8/3309LSkJaWhp07d+KEsDdqeno6mjRpgs2bN6NIWPWZkZGBunXrYs2aNbIP2qVLFyQnJyM7O1smR8+ePVFSUoINGzYAyER2djZcLpdfwRPdp6SkoGvXrjh69Cj27Nnjv1+3bl1kZGTgwIEDyMvLi1ic1q/fAOD6P2XKRElJCTwel2ac3nlnN1q0OAsA/jgVFhZi69atsjjVqdNVEddM7Ny5MypxUqYTkAmPx2OQTjCMk93pBGRg3bp1qF27FOnp6WjdugmWL9+M8+f14pSJY8cKUFRUHcnJyQDcsm/s83lRVHQ+AnHKxL59+1TjBGQCQFA68ftWypPHk4yPP96Exo3P+d8HgKKiIlNx4u+YTacjR1oCaB5S3gO6+r+9lTri1KmO8PlqoqioOGJ5D0gHIK9rolvvBeIEqMcJkOIENMG+fT8CSMfhw4cBXIoDBw4gNzcPvP7k5em33yT3PGxledq9+3vUqHEsKnEqKipCdvZGS+l07lwjANXw/fd7ALQFABN5T/oGZuN05kwnHD16FkVFqZbi1KtXLzgcwL59PyE7+xdTcfrpJ4fMf7He+/FHB4DWyM7ODjvvHT3aBmfOVEdRkVMlTpl/dq5c2LBhI/bvPy+LkzzvZfrznJXydOml9pan0tKu2L//CLKz96NLly4AqmP16tWoUsULIPPPZQE9TNV7O3dmYtOm/Rg06PIo9iMy8e2336Jr12tsKU/RanPNpBNvQ8Q4FRe70KdPx6jFaffuWgA6Yt++fXA40nH8+HFkZ+80HafXXkvA0KFf+eNy6tQpALX97ngc7EynwsJCAHX9fkWrD2sm72VmBvoSejiYXA22nVOnTuHiiy/G7NmzUaVKFdxxxx1BszgdOnRAjx49MGPGDFU/ysvMT2Ki+8/ZFT6yBv81EPuZn+PHy9CggRsXLpQhKcmNt95iGD1aO04JCQ6Z/FojAbm5LrRuHYhrYqIbZWWxmflJTHTD54u/mR+324XDh8vQqJF03+lMwPnzHjid2nFKTJRmfpYscQSlR2KiG5s3M3ToYG+cDhwAWrZ0w+ORZn727PHC6fQhLS3wffkshpgeWvf1ytPcudK22mfPSmXH4WBgzKGafmpxSkx0/znibC6uX32VgAEDnPB4rOc9t9vl//ZW6oju3Z244goH3nwzcnlv504nMjLkdU2sZn6kNAmW3e12wev1welMwCuveHDffS4sWuTF7bc7/bMqyclS/cnL01tv+XDnnQlB352nx5IlHgwbFvmZn8REN/7zHx+GDLGWTq1aOfDzzw68+64Ht93mwvLlQL9++nmPtyFm49S1qxNt2gBvvGF95qdKFYZnn/Vh/HhzMz/K9kys9159FZgwIQElJeHP/Nx7rxPffw/k5ATHKTHRjQ8+YBgxwoEffyzDpZfK4yTKnpjoxsSJPnzxRQL27jVfni5ccKJaNfvKU7NmLtxzjw///Kc085OQ4MDJk2WoXl2S8dChMjRvrt5uqcVp4UIvxo6N3sxPYqIbp06VoXr1ijfzk5joxmefAZmZUpwYA5KSpLSIVpzWrnWgVy8XPB4vGjZ04sEHfXj8cfMzP7xcJiZKMx4//+zDZZcl+E0teT52uaQ6KDnZix49Av7oxenIER8aNgyW/fPPfRgwIFA308yPCqmpqbj88suRl5eH3r17o7S0FKdOnZLN/hw7dgwNGzbU9CMpKQlJJjfKlzqWwcaOoqJk5r7WBzS6r3yu5j4hIeFPcxVz9+2Kk8slyfLNN9J/yWRNP7Mon6nJyPOo6DagQEU2TmqyS50t8+lnNT1CjZPL5ZZteep0ulS3QH33XTdGjQqEJdqLi/LrpV+ocTp/PhAXAHjwQSfq13cGnQdiRzrx3aYCzxz+eEUinfhPtXT65Rdg924XBgzQjpOZsq28z+NodzoZhauU3ez9UOs9MzLyewkJUtg8DRISEuByJQT553QG3xNlHznShaNHgUaNohMnt9taOinlHTgQYMy43lOrR7VkTEiQ8havI6zFyYGEBCfcbqfivrU8JpUn87KHGyfHnw+U9ama7JIZm7XypNaehRMnhwNB31mUnYdjtt5zuZyq9/XiBITX5rrdbn/9aTaP5eUBBw8CvXvrx6mkJLA+JRZ9I7Fu5v1znsei0Y/gIjmdzj/zinpdoxUnpTy83lR7NmcO0KiRC336mItTs2YJYEy7fjPTP5Rkik2/XI+In/NTVFSE/fv3o1GjRmjXrh3cbrdsiuqnn37CL7/8gs6dO0dalEoPr9T/+CO2clRWlHOsWgu2x46N3RaV0VwEHU8Lrj/9FLj55lhLUfER01z8rVYWzOSP8laXRWK7e7N+MiZ3W153e+OUl40CwtmUQsu/aBOK/O+8A9x5p7G7wYOBKVOs+x8JYp2n7MgrsY5DecF25eeRRx7BmjVrcOjQIWzcuBFDhw6F0+nEyJEjUbNmTYwdOxYTJ07Et99+i23btuGOO+5A586dNTc7IOKfcCrjt9+2TYxyx88/az8zU4FFohHUGPCNGGI8qdKuGDRtas6dmN6hdsLjNc+8/bZ6+YylvIsXA+IYo92dcjuJ5Tk/0aCi1HsnTgQfbvvFFwA/utHMtz9+PLaDGPGUP6JRJuMpvrHE9q5Ofn4+Ro4ciSuuuAK33HIL6tSpg82bN6NevXoAgDlz5mDAgAEYNmwYrrvuOjRs2BD//e9/7RaDUCEeK9k77oi1BNHj1Vfl1wsWaLuNVVpFe+YnmqNc8Zj/KyKy/TFUUEsHtXvlebtjrXotEvKa9fPYMWDfvsC13R2taKWF1XN+rMoVjXiEE0Y8dV6/+UYy5xS58Ubgyy/13zt3DigujpxcoRIP9Um4MsRT/ohnbF/z88EHH+g+T05Oxvz58zF//ny7gyaIsDlyBDh8GGjfHjC5zMw0YscDiE+TE7WZn0g1CNEeeY6Hhq2yoHVWi1bDHKrZmzJNGZMOlbS77NpFLM3e7Hw30pRnxVdJRTZ70zpLxii+EyZIsz183DuWHXYx7PKSp/SoCHGIBlE2ciFiibJQ2FXhVKTCtmiRtPYjOTnyYekpP5Vl5icW7NkDZGTEJmxCHbvye3Z2fJ9qHk3l59//lkbYQ3k3VFnswk6zNzVKS6M388C/8/z5AROxcMze4mlkX8tM2ihORUXA2bOB63gxe4t1X8Zqmbz1Vun/Cy+EHua2baG/W54h5acSoTZKSsjRGrGOBGaUHzOdADtRa8wi+T3M5MGSEmDlSvN+duqk3rHhYf32m3qFT+XBPvS+pdozu9b8nD0LnD4dml8iubnA3r3B98+cse6/Xes7Jk8GHnhAfk+vbN5/v7SLoVbYfCdCJTt2AG+9Fbqckcaq2ZvI1KnARx9J//v10/ffbhYuBP73v8j4HStCVX6UKHcTjRWxbgPUlJ+//EXb/eLF0v9HH5X7YYXKOhBIyg8Rc2Jd4YhEU/kRtsNXlSMWxOOan7179Tsqt90mV3ZyctRHvKOtSFZmtDr8Wt851DU/kUJN0Th6FBg+HLj99tjI9NNPwA8/BN/Xy9d6SiXf7S0rS9oCl7NiBTBpUuhy2oGdZm+iX0uXAuvXS0pytGYb1Oo5u9b81K6t7S4a6Jm9xVO7rkc81f1qsnz/ffTlqAyQ8lOJiFRlVJG2Zoy3mZ9oE4/Kj9EOdO+9J43Ih0M00z3eefJJQHHenWWs5l+71vxEkgEDpBnI0lJz7u3e7U1rDZVZ5Uf5Pn933TppwCCesNPsTal8W0mDgoLAN+zZM7R6xm7lRyRaCpyWvEZ1s5kyHE/1rlG6lJWFLu/TT0tWDHrYYYq6dCmwdWt4flQGSPmpRMSTkiFiJBc/8DMaxIvyY4ZIyGnFz7IyqSMYzoJru9yF8i08HuDAAevvVXT+9S/9tSJmEPOE0gTR7G5vVsNRsnBhaH7ahZ3x1MIo3+uFJ5q9xWvboEc0BvMaNZKUQ0Da2UxcpxKu33r39IgnZcEus7d4wUhuK232li3ASy8FrqdONVZW7VB+Jk0CPvxQ+3l5TRu7IeWnEhMvGx4o309JAU6dCly//354/lslUo2L0t/Vq7XdmvmmkajErMT98cclxTSWu9bxbxDKLME33wAtWmg/r8zYVaZ37waqVw/cj8Rub0OHAidPBj+7+27j96PNokXSqfehYrXzbDSDwgd77FqXZBeRmvVzOIA1a6y9q2eebDVsjt0zgLFCS/kxahPU4h+rE08iteFBdrY0kCRi5hw9O2SIhzIc75DyU4kwM/V+4UL0C44yvOJi4Pz56MqgJUskOXIkPDlmzrRPFo6VhvXkSemAOi7rP/6h3gkNNyy7Zn6Uo9ziO5FUeMtjQ2SXzGZNxNTCGznS3HuffCIdthhp7Bihv/deSekOBS2zt7Iy6U8NI5lLSuzP+6dPA8uXh+dHpAZ/HA5g167A71DeD+Ud5RqY8qb8aMkb6lbXQHA8whkUCAcr39NKuqnV/UZhRSNt42l3u1hCyk8FYssW/edmMnqzZsDnn9sjj1nsMg+xa8QknkbW9Fi6VPtZYWFofobyDfko34wZgZO9zRBN5cfrDbaDVo7CmZXn6qul7bIrMowBffuG9z6gf26U+L2VI8WRMIOriDgcwH/+A9xzj/pzvRH4hARg2jSp3TCzKYVZNm8GBg0Kzw8zxOsaViViJ9judWCxRmt3UK04nTmjraircfHFwK+/hiabWURTNKO0iLTyYzWMcP0oz3kvXEj5sZlYZqaOHa25VyuIx49bt2uOlw0P4l350ZvpUZMjHOrUCe09M4qo3nVKivmwoqn8HD4sdfQAYO5c6b/YcFv53jt3SguhzVJelGkRxoCvvgrvfUBfwWRMKhM5OcHf36wppR3bWpcX9DqVR4+q39ebbeBpce5c/HWCImn2Bkh1QDyY6yp/lzf0jkZQi1eHDtL5U2qouf/ll8iX8REj9GUQicbMDyk/0YGUn0pEvGb0UGd+du+2/o4ZItVZ3bw59HejlXZWw1Gac0QCvfQIpZLnBw0qG+7yMpIcDewa0FDrHIlbt776qnQuk7jGDzDfMV2zJiTxQiIeZqO0OlNa3+vIEfnItpapp5GMyro20kTS7I0Tyo6G4Zi9aRGrDQ+KisyvZ/rxR3UTVqOt65XPT54MbKZiNd7R2PI50sqPHqdP26P8WGmTrbiLdh0QaUj5sZny2NEJl0jE2cjPRx4BrrrKfjminX5mRmzVrqNJWZm0gwzf9YjDZRI7XlYbBzvd6aEml2h+oReGeFBkZSGSys+CBdJ/saF/+eXQwre7XPh8sZ0R0EOprEycGOiQask8ZAjwzDPy9zhWZj6VdW08EIvBilAVLr36PFbKzzXXAG+8Yc5tx47GAw1HjgCDB6uvcVKitX5ND73DPqNFuMqP3vupqfa1dZFQfuKxDggHV6wFqGjwzBSPSlA8dahFQpn5mTUr+J4dnRbGzO3IYhcXXWTfmic7UAv3zBlg+vTAeh7RNDCcnaLsVH5CGbF77TVz4c+YYc5dRSLcsmTW7E1NgVZez5kjLcx/4gntcOziiSesrVsLhf/9T1ooPmaMtffEssaY9F24eauZA5PVzvlRu2+V4uLY1FfxOhtu1c9wlZ/Tp4GaNa3LcOxY8Db04ZCfD3z2GeB2a+c5Naye2xRJIj3zY/R+tDfIMRtWvA4IhQPN/FRgfv1VOhWcEw+Vixp2df7tiJ/PF6iMi4uBPn3C99OI7dul/0VFgcbI7AJwj8faDmtGhJIWoqyvvmp+bVM0lR+1yltp9mJkwlGRWb9ebtZiV2OntRsUh39bPhukFv6GDdrbwtvdKOfnS+vD1NAqG1r5Qys/LVsmlZNw4PHWMnt76im5jACwY4f8kE47dn369lugcePob5ID2Dc7aUSvXsDXX0u/Q1UU7ZhN+ugj9fvhnskVDmpmlGY68OEof5HCzIxJpJUfq2GE64dZd3Zt9x5PkPJjM/E08zN1KnDrrdrPQ6nI1bagjkQjZNXPkhKp42InxcWBRi+S8HOMbrsNmDBB+m02/h9+CDRvbp8sauEaKWLi9XPPARs3mgvLDuVHq7yZaXS0ZiHMwJjUKfr5Z/PvxDPdugF79wau7Zr5CfUQTvF+OKOhkaqHmzWT/nfqBHzwgbobvUEJI6XQCL2ZMiCwuYf4bPFiuRsrnVUtbrhBUqis7JhlBmW+KSqSlEaRUE3QOFp5XM3fcNoWox3e9MrA/v2B61WrAv7dcYe+/9FCS4E2U5/G20Ywn3xibFpnJs+NHy/lV16uiosDimu0volZZTvcmZ9Dh0yLFHeQ8hMh4kH5UaLVIfzpJ/OzB1Wr2iuTKIfRPY7y4DBAsl2+4gpr4f7wg1RRKcPlBT2UDspzz1kfJeEzEOfOac/8aK0NKi2VKlq7CHfmB1CvwHfuDH2EMpSZH6vKTyjhZ2dHfhvWaKLWKEZa6dByJ+apcDrnkTLXOHJEqod++EF75z+9LX153WLlTDPxO/A6hp9vZGT2tmmTun/8ebjYfT6c0q9du4C//lXfjRnCne0KNUxleRL90cqjZ84AaWmBa55nHA7g7bfNhb1rl72mbWYoLQ0M4pkh1AESuzl+3Hh9pxlZ5s+X+lMJCVLa7tkD3Hyzuffjdbc3rTway1nHcCHlx2biUenhaMl2/fVSJZuXZ6+/4bzP7/EOxFtvBZ49+WTg94kTQJcuUoVrVY69e6WKShmu1joEMzzxhNQRsAJXfsSKr1cvuZvHH7cuS6RQjuorv7taY3b11cCXXxq7C1cms9dKzMiyeLE0mwoE/htx/Djwzjvm3JqlZUt7/VOD5/1QdsQC1Dt5Vra0Ft0lJJibIVLDTuVHGdaTT0qyaSkeegokXwv1t79JGxeInD0LtG+vL4vRzI9Sjmuvld8rKwuM2obb4XI6rdd54cC/XbTM3sJ9h2O1vlOGpRyM44N9ev62bRvY3TLShLKJQXnDbPrv3y8N+IXSDtnRh5w3T/uZaN5MZm+E7cSzEsThFZPXK201m5MT7KawUK54RAI95YePqmZlqb/7xx+SmZXXa89GBYwFOgWhdpzMNAKpqYHfasrP8eOhha3GqlWBU82N0EsLrYbMzu+kxuTJ2s/sMnszw/r1wKefBn6b8SMSZnHiOr5IwdM01LRVS5cffzTfGTA78xOpvGkWp1O7Y2B0wCggje4rZ26Li4MP5DXy20j5USLOBtjR4Sors28DBTU/lGaQQGhpG+76wXBnftT8MesnV374f163xIOCcdttsZbAXg4dAu6/X35v9mzzaTVjhjQ7Z6a+s6oghcuyZVJdbCUs2vCAMCRUcxG716uooSWTnla/fTtw552RkYejJpdyQa8W/LnHo638FBdLShwgrZHp3Vv6vWNHsNvnnw/8DnW0Q2+kF5BGScVzTbjyw6fJ7YLL8fDDwOuvW3tHxMqaH8D+Laz/8x9jN+HO/IjyOBzyGQ+9d+Oh4xEJeJqHa/YWan7WU36WLw8OR+s6XOXNCKdTOwy9+kPPpFarHhO/gzJMM7u9iZjdUEVJvXrBCr3Xa48CdfiwtIOdkTzlbebHqI7gaWF0DpxS+YknQj0QecsWawdGRxIxnX7+Ofgw1ocftm5OZrU+ilZ7orVOUQua+SGC8HiA994LXJ8/H5qpSNOm4clhplCGovzYFbbV90NRfrQahcmTgX79pN+//AJ89530e/p06b+WWZIdHTelnACwcKH8mTjzY2URrhF2vWP0HYzW/ERjXYxeJ9jjUbdN1usAcvNHO9dTxSt6aW7XxgeA+lbLZszZlOXi7NlgObWIpNkboD9gwetVvVnHUGckrcRLza2ecqlXb5w4IW2trMSO0eotW4JNANUIZ62SmQ0P9Ah3MEDtms/C8UE5LeJR+Ql1sJfTt6/2elZlGNFEawDC6kyJVQuEaG117XAA+/aZC2vfPu2yUp4H/0j5CRPGpF1COL16ATNnRr/AhhNerLX6SCg/RUWBjmtpqbQbnJZ/o0er+x2JmZ+CgmDlWDTdsTPf6HU8raD8DlZnVX7/PeDOjEyhyKonw5w50ro2JUamQqtWAbVr64cbznfdv1/7kME779S32w4H5UirXuc43M6e+P7o0cGdbK00EO8r1/ykpJiXI9LmGmrKD1+vp/cN9Ux0zeQpozJp9CzUg4kBa+W2Uyfz/pqtr6woP0pFTTQnNKN4W3mmh16dqbW+S/mOlvITSxP7cL+VMp0PHFBfe/zbb9bkCpdwjz3g5evChUDfQ+v9SJhoG5GQALRubS79WrcOxEfcRTISckUTUn7CRNn4/f67ZGIVa+WHj3SbGdFTNqS5ucbviMyebezGKmY7LeK6JXGU/s47gbvvln5bSYs2bQK/Q1V+1GTnDVajRtodn3AWduu9Y0WpisTMD7edfvhhuR21HRUnz6t6DcjZs+o7aunFy+eTypDejl1A6HE4dAhYuRIYN079+bZtkVvb06iR/FpP+bFzzY+ZazWZ+MwPr9OsfPNIr0dTU36ys6X/vP5Q2wxA7XwUMzKFYk5o9zoDh0MqF+LCaS2/1NaRmsGMqakZmd99V9vfeDF7MxsWb0PCSTu7MVJY+b2cHKBdu+C0U77z6KPBO8VduCCdJRVNwp35Ed298IL5943a6nB3V+N+K01H1RROUQ5el4nnh5V3SPkJE2Xjp7cA1iwXLsgPozODssBUq2a+0lU2pE8/HexGb3erb781F44Wdsz8KL/52bPyTofZMy3Eb7F2rX7YWhiN9OrZ9JcnszduLqgXzvr1gQr70CH5VqJ6aWtWdn4ug16HQOt7i/GaMEGeXyLdobjkksDmCSJ5ecBddxmv/7JzRiOSMz98rZ3yPqC/EFzp7vhxqU7j10o5Rbcidn2nAwekLWuVfuqlE7+vVpfr5X3lZicvvSStEbRT+RHrS71BFyAwc8txOKSBDK0Z80hjRfnRa4utfMPvvzcfphKeblYVL628rXw3lovRzX6PRx+V1g8bye5yaVtGRJNwlR8x3xm1K1YGQngdGCpKpZNfX3aZtluANjwgVFA24Fz5CafjOXMm0L17aO8ePRoobIyZO9dArYEYMUL+jppCZBeMBRc+swokl0/p3ufTrsDUdlhSC1c8SM4KRmt+9MxGIjHzE+47RiY2ehVjt27ya7M78lndOpfLxHeGs6r86D0zMwodCsoOESDN9rzxhrHyY6epaiRnfpTmhsoOoJryc//9wBdfBO4lJAQW2TMmT09uUsJneZXY1WiLhx0rFQcxDN5JBvQVFb0OvDj7DAAPPSTNcOopfVbNj8Q4OByScqeUjVO/fvD7+fn27kgJ6M8imJm9UkNv5tZKXcsV34MHjcPUw4riFs5sfbQwG7Zo+gUEvoO48Q8g9Z9++83aur5IYKfyY/S+0YCQnSiVH7O7RJLyQxjidEojFzzjiKO7P/ygf+AYf+fcudBnflq0kC/gD8XsDZB2RYsWjAWmXflJ4WYXDHLZ9ZQftXirHZQqhhsOan6YnflRyqrclcVKxRgp5cfoHT2FQIy7njur0/tcBt45MaP8iB1sJdFQfvTC1ZsFBCKj/Kg1dpHuWKkp0u+/L9+aXfzG4pbKQGBdlNYsLf9OL7wQMEcLBTFMpfIjXv/jH9oyqPnH41+lijV5wt3wQCmTFRPLc+eAjz+W2rNIYca0K5S8+eCD4b3fs6f1d0Lt0Jqd+YmW8sPbZjWMZOCbDBnhcknn74ntczTip5xtCrde19r0ysx3MBtfo+3w1eB5ireJZtsRLXe05ofwo2wMRZv+Nm2A//5X+91wCjnP1CUl8g6UmS209cIVd7IL5X0ziKYufIG51siz1qyDmvIjLgxVnkGhNSJoR6fSqtmbOBpjNBoZqvJjR97S8stI+RGvzSo/RmttlIRi9mbWv0g2vlpmWkamSOVl5kcPLbM3n097ptTqjGBpqXS47qOPAt98Y/49xoAjR9Sfid9eb6trjlpHSJnuypFxPbmUMoj39d4REd8X6xYz5Y7P5pqVOVJwucXBRiPENoExuTJkNVyzqFlfcHNdPX95vlLmQ7PKT3q6eRnNMHx48D0x7HXrjP1wOIBJk7Sf8/RJSgrce+ABc/KFw4IF5qwzzKa91lEJ3KJGJJT1f4DxQchKfL5A+dZaLiBCMz+EIcqOltcbmqYcTgZTK5RnzgDHjum7MfLDqvIUzmyDmZFnrQZC+e20zN6MCr0dnUojszetdI7UOT9WKlS19OMyae1MZkVmNYVUDavbxWvlk9TU0JQfn89cJyOckS+1d/m3VFs7+NlngTVTdio/an7ZtebHyI1audVbx1NSYu2b9+kD3HqrefecI0fkG7+IiHlTWWbNzpyGuuEBx06zN9HPxERzsijlsQOreY2779bN/DlmYqeaMeDll63LEWobJ34vM5YdPJxmzfTbWK36d+9eazKGgijLo49qP9O7J+JySf/FfLhlS2iyWUGpyEfK7E3Nj2iZvU2eHPiWZmZ+RDlivSNwJCDlx2Z4p8XKyDXPZHYpP1r+Pfdc6P4DwMmT0v/HH9cOm6O2e4gWaqOZakrNm28CN98sf1dr5sfr1Td7i+RIhtHMj1blFsrMD29Q1bYCDWXtmZmOktWZHxGzikhZmf7aLCVaMp0+Hbryo3bPSlxDQc/sbeTIwLb6PE2KioCMjICbJUuAWbNCCxOQyph4L5IzP1rv8UMzOWL6eTzWvnlennQ2jVWZlG7FQxz11vyohaF2zpVYXkPJQ3ZueBBq+2N2y2uz392qO9HUVW/9kejv118DF18s/bZzN09+X+vATrMzoVrhiLOhsTJ7U8MobKt5mys/0TanUm4fblX5GTlS3ucRB0iUG4ZYNSO3CzFv8viFu+YnlnkvXEj5sRkj5UdvtDecjGTmXd6xMQOvhMRM/5//SP9nzjSW4+GHzYfF3xG/mdo32b8/eBRIz+xNz8QqkoXZaM2PGr//Lq0PC9XsrXHj4G/QoQPw7LP64WqFw/n5Z+NZGKMdt7RM0IxmfkaPBu67Tz9stTCU16EcCiiO1Ip5UXm6fTjojYyqmb0lJga2F+ZprVxDuGoV8NFH1uQQ02/5cvm9SM78qCn7RjM/Rh10pX9q9fDIkcay6aGn/KjJ99prwfe47b/Z7+twSLMWfMt2ZbzCmflR1qFWZDIjg5F/p05JFgqhDtQoTc3V8HiAJk2kdRJcbq4UazFmTOC3mTy4aVPwNvLFxdr1nFEaKkfewzXFigRG7ZISow0f+MYb0Y6Tso2w+q0/+EC+GYaYH8X1i8pnyrDMzvzorR3XQjnDpCaLFkY7WpZHSPmxAeUopVL50RuV+uYboGtX6bfPJ53vEcoMjd2zG2pnCljxz8qoGjcBMFJ+1GTQGqG+cEFu4nDmjLTo2WiXE6uV7tq12jKJGO26l50tdWyV7/Kdn8x0TJQLIPftUx91tkJ+PnD4sPyecpbRipmIWbO3sjJpYbXVtRBq1+HO/IgNvLLRUS6E57OjZvj+++D05umsZgKZlBRY88LdWV0bpeT8efniYq7oRmvmR0v5EcNVfuNwO0bKTUSsIg4GKNf8hFPn6r1bWAjUqhVYdK4ckDA7gssR62f+m+dds3Ew20Hs3l1/AGXSJGDgQPVnZmZ0jI6XcDikupXXhWbzz6JF6ve1wlKLY0qK9ndatUo/fLMzP5HsgK5Zo/9c71uK1hfiPY7yuyxeHJhhVe4Cp8eUKcDbb8t3LLSK2TZCL76iHz/+qO1Oz5LC7IyXlYOe1bC65kd0J+5E/O9/hydHLCHlxwaUnTtR+XE4gAYNgI0bA9cix44BmzdLv30++VapZnjxRekcCLUCFE6lyGd+RMyM7KmZsBlx003SfzXlR6kEaSkayvBKSoDk5MD1wYOSTbId30ake3f5tpyAdIaLEiOzNy6/ckcqrfipoTfbGEpnlM8yGDUMRjM/4vN43PBAVBD57ozibnN6ZkFiHP77X2kG7vffpQNMjRDX43HEDQ+U4SUmBvIazw/iQZNHj+qHp3bQ6/HjUh3C/eLfXVnu9u/X9ztU1Ez7ysr0lZ9YjzZanfkxi56C0LcvULVqYDBA6dbKeTaff66u/PAOm9m6W29jE5H16/XjpjeA0qCBZCKoN0tq5mw9caMM5WCOlr9a96yYdOv5qUSv3lSbqbPid6got6pXwsNWS/vSUmnd3D//Kb+nxc6dgd/iwaBqiOFlZUnHUpg9b/Dxx4NN0ZQzP0aDo0ZtgR56ZUGvrQ633lMzJQ5lwwNxZ83588OTKZaQ8mMzfKvrG26QrnkHp0sX6b84lQ4EL8C0aqKzapVU6PUUkLvuklf4Zkxa1JQfLdt2M+tE9OAdOqOZn2eftab88O1jlaZzevLZ0ZAoKzeXS1/54esc1ODx437qyafWsIRqSgIAvXqp+2F0rZw17NMn8MzM2ifAvg0PlGGqIe7A+NZb0v/mzQNmDHrfXrx34YKUBitXAv36mRI7CD3lx+EInvkRO3VG2xVXrar//Npr1Wd+ysqAtDRj2UXM5DvGgtNZ6yBRTjjKTyhle+7c4HuRUn6MFH5uVdCnjzXlRxnvAQP01/yIz6xsFmE0C2DlfaWZmdZMLCCfffvjD/U00BuJt4raTm16aHVojTrLWmZv0VR+zKImA8/Pouk1z7dqprniobl33mmfbEpmzgyeJUpIMHcmYrjrxdTeNWv2ZuemAzzMv/89+Nn27VLahWr1U14g5ccmlPbHWoehKRs4cVcTrxe4/XbrYWsVGHGXLrGw80KkZ66lpoRpTYOquQllQW4oMz9a5/zk5ckVS17YuYJg55ofo7gabRigtzugzyfJbMbsTW9UzSyi/3yLVb1OmdoaDbdb7lfTpoFnYkdWb21KuOZcjAVGHI2UH7EMiko/Vyz4d337bfVw7ERvwwOHI9B54PlBnM1hTJqx4jPJahjJy2cexXJnVRHl75mZ/VKms3LmCZB3Dn74ARg61Lo8WuEB6jMBPPwdO4KfKXd70xuVN0JMD6PvzDv5X38dHA8ryo+We+6n+MzK9uB6WO24KWVW+zbKNre0VDoq4YEHpJ0RRXd9+1oLX0k4C/AZU1ei9eqlw4e1zd5iqfwow8rM1Har1h7p1esNGwZ+630bq+3csmXB95Tp6XTK48bzD18DqcRoB0c9jMzetNKTlwG+46dV1GZ+Pv882F27dtIsnJn+XnmGlB+bsDIFLyIqGWpmKWZRa3SNtnPWUiREtGZ4jOJo5Rtwf8UGTqn08P/KNRVqnSWOaPbGC75yZJtzyy3a8hmlS7gNe1GRth+5uZISJyo/WmYbRjM/R45IawfMyPbII/ruxE641qyL2roRnt8HDw6svVA7T8WOmR9esRvNpmopPxzl2TJDhgRmdhiT8oddGyGIMz/KOKkpP8o1UUZ51WznXDnzYxXGjGe/+FoMEeWGDtwdJy8vNGWM+9O7d/D95s2D7/Hw1cISZTt+XJ6/rCo/paWBGTuj7yy2LeHM/Gi5v/HG4Gd6HWvlbIxe5y+czpOWAq6c+Vm8WLqePz/YHMfsrpGivyLKRet6lJXJ1waKcd+9O/BbaS4t0ry5dnurtrlPtHj7beM2hKPWHomyizsoKp/p5SVxUFNJbi6wYoX83l//GvjNN31SU37EuvTVV6X///ufejjhKD+hHiDPy4Ad52vp5T01lHmsf//wZYg1pPzYhFgRWzmITxzh0NrBo6DA2AbWqIETMy+vPNS2h1b6pzX1Kbq9/PJgN0aN3TXXBIdlZuZHidpoJYd3ZMV3uUKkLMxLl0r31Pz5+GP1sDlmOmN6U+pt2xr7IT7XGlHX6zwxJlVYWVnabn77LfBd9Ba6MhY4H8Pj0R6JVJtl4516cWRWrSK12uF+5x35datWAUXZqFESG1NR+eHxUJZnsaPn80lmc1dcob25BDeVMAP/VmqDKA5HcH4fMED+XJm3duyQrwUyszkHIC//oc78mHGjnCFXG8yYNy/wW28XSaNOoFp4Rn4ZKT/5+fI8Y7WT/913gZk6o+8szjIpO5Z2KD9qz/S+qZUZCDN5SMvsbf9+udKgbBMSEqTt3XkYamuRjPLjK6+oHxfAUVufp8WsWUCPHoFrceBqw4bAfbFTroaWOaWZ7x7qAIERd94ZmA0V6zs1GazO0Igya+VPcVDO5wtWTv7zH2Ds2MD1Dz/In/N2Qq1Or1MncM0HxLQUjXC+r1ImLbM3xuRnJ/EwQ9m9FAAWLgz8VpuJ/Ppr+TXN/BCmEJWfUDXz995Tv793b/ABYj6f3JRNz+wNAKZODfzmjbWe8sMLmppConR73XWBDh6vVNatC9jvK2FM3ZxEb82P0VSwkeLGKxheqakV5ilT1Bs5o8rGTEUoNgQPPSR/prfmhyM2oPfeK/3m68o4akq3w2F+RKpxY/mi0UOH1N39/HNg5Gjr1uC0WbJEuletmnStbLhPnzaWxWrjoqy4gUA4Rt+W54latawrP4wF4vePfwS7A8wdaMixavbGd/8CpMETZYdj6FBpRx4rs72iO3HmJxRTVj0cjsCWzxwjs1Q9xMEjPgtgVS4+Q6C3m54yb1rZiluJeEaTkcIv5rs77pA/U0tHXm9ZsQpQPtPLu2p+LFsWOBJBza1WGwcE5Ny9W+735MnyssXNHkXlR8RoTaKS6dOB//s/9Tpk8GD1d7QOwAWkekfcRtvKpjUiyvZWa4cusZ657DLpNzc95vz4o3XzOD33f/whbR3OUZsNsjqAZUb5Ec8wO3NGPnAmbinPZ27uukv+Pq/ru3WT3x87Vv7N+G++8Y3yW6gdIKtsZ2vWDHYDSKaZIlr5tbRUPuit1tcJFbU+gbg2VymX2UGj8kRMlZ/58+ejefPmSE5ORseOHbElGkf5RgixIrai/IgZWdxFQ0R56nb37sDw4UCLFsHhi7+1/OadOaWJj1j5qM3GaE29l5YGRs/Fzld+fnBcRD+VpmjKsMSOpVaBV5v5KSsD6tZV78DNmRO4p0RrtyzeuJaUyLcFFmU1QstUoE0baWRz/Hj999XW/NSsKY+HmskTd79ggTmFwkyD1a6d/Fp5qOaiRUBOTuBa3O1n4cLghkdNSS4rs3b2h1p6KndG02LPHmmr3W7d5GWC+3n11cGycZM6PcVVXIRtFtHs7eOPA7vPKcsjD/O22wLvDhwonxXs2jWwPbZSqVCrI9TkEGd+wl2HpUTNfIV3NozCEgdzOAcPBnaM0lqoz+OlNhvn8wVmJLk7NTn0Bo2sKj9XXgl07iz9NiqfjzwSUEaUpqJchqeeCtxTm/lWuleDP/v6a/22TLkuy+GQ1pcuWSLdW7cu8NzjkeJ6222SmZ9SprNnA+UkJ0c+4KD1XfisJ/cr1HU5X34p/edlRMvUW0SvvlaaAOqZUOohtqXimh+lP1zGs2e1d6Jr1crcoJOInrxmZnWszvyoDb7qoXSzZUugvPIBQuXgip7JnCivUvlRlhe+gZWIMv+JM0kiarvBqvmh/H48vqLVRKgYrYNlTB5HNdP08k7MlJ8PP/wQEydOxNNPP43t27fjqquuQt++fXFcb2P/OEbsnBhVwrt3SxV9587yQqV1RohYAZeWSoqMcrG4mnmaVgN34YJk3+3zyTvMYoXOC8f27YF7on/iGQWlpZKC9ve/65/LIIYvotbhufFGyT5XaUKlhL8jvpuUJDX8/B01peD994PvaTX0fAS1sBB48klphHnChMDzDz+Ub43M5RVnTrTSwuEwdzaM2o5jHo/8Wypl4PCKXM+sIxzUzsMQv7myA2lm22SPR7Kzt2qmpIbR+Q9ZWdJ3Xb9eMn/kcLmrV5e7F3dV0zKVBEIzjeCdHF7++Pqu11+X4qFcE6MX7w0bJDPPkpJA3lAqQVoy8l0pxYEDo/hYWbwvyqCGcitaJWodi5deAqZN03+Pm+ooFw0zJi//XDaufIqIJ6UD8rhaXbcpmrmomaJs2mTOH74707RpgdFuXu7VFnzrKT9mTF9FdzwsxqQOOJ/x3bZNHh4f5GjZMrC9Ouenn+Qz4mK9xo+JUKOsTD0u69fryy7C010tP2opP3qm7YwF71AImB884AqsqKyIcVSax/t80ow9n4nRmklQyqw1q7d8uXzARA0z+dyM8iN+J7EcmTHxUksDpVz8/V9/lfKROJD8xhtyt+KACXfH/VOLr5H5oVYZU6af1oYHyvjxb6K0AjKD8gxAM8qMeOyKVcW5PBAz5Wf27Nm4++67cccdd6B169ZYsGABqlatijf5irRyBs+w69YZa9W7d0tTn5s3A4MGBe5rNfji4jTRbpM/++QTeQHidrAXXaTu3/LlUgN1772SqZcaanEQC/MTTwR+X7ggVRYvvijv8BcUqG8xqqwUuamJclGquAZFq7HhDYpyV5bataUCy5j5xa5apjLcRpenw2+/SesQuKL3+OPB8Rw/XhrhUZseF2nQQNuNOGXPKz7lTl6pqYHf589LMokzWGfPBg5E49/DDEazl1r5hqNnLmOm4eTf1uzooccjKadqDY6yo6VFYaFcbi6n8luIMzmMBSudyg08xF2MTp0KbjTFTiJXfpQDKDxMpSKiVS54GMnJkhseL26O4/FIfmo10FxJePfdwHfQOpGez9CKfo0ape6vyD33aD8zOrNIbQTXqOnQ63yePBlo4MUZZzOIAxNaOzFpbTPu8wXKNJ+V5ixZAnzxhTkZTp0K5AXeqVPO7Ivrw/SUn2PHJLmMOkhiZ5V3lI4fl+o0QF7XKM+vMzp8uaREeyCtUaPA7/37A3LMnBm4L5bJn3/WH5Dk+VvNXFprty8ug88nffvBgwPvrV0rhccHDnleUpqiKWFMGmjhCrxYz+zdG/BHNKnj74km0DNmyJ/z73PunNQWlpYG4qx2ruCgQdJ9rbrl99+NBzlvuMFc3a214RPPn+KmRUrU6oiZMwPp8N57gTgsWCDNZIjfTm2bZw4f4Dp6VPp+au3Z6dNSmvABumHD5M+16hDeH1FuDOR2y5UfZbtjNKCkPEaFU1AgXwelh5ZFQKg7zMU1LAZcuHCBOZ1O9vHHH8vu33777WzQoEFB7ktKStjp06dlf+fOnWOlpaX+P4/HwxhjzOPxyO57vV7GGGNlZWWW7ov3SktLmc/nYz6fT/X+rbf6WL9+XiZlHcbatQv8Nvq79FIfa9rUxwDG6tTx+e87HD42YICPDRzI2HXX+Zjb7WM9enjZ1VcH3DRoEPidmellbdv6ZH536RIsx5tvljGAsfnzPax6dR/r0EF6Jykp8G7//j7Wvr0v6N3WreXXN97oZQMGeFnXrozdeqvkvnt3L6tf3xfkjv8NGOBj/frJ/alaVXJ//fWMNW7s87/furWP9eol/U5JCfhZrVrg97XXBuJ43XWB30895WGdOnlZmzY+lpYmue/Xz8eaNfOxceM8DGCsc2fz6ZSZGXB76aWSf7VqBeTo3ZuxAQOkdAIY69hRcu90yv1JTQ28M3q0l733Xhnr3TtYjipVfOyFFzwy90OHemVhZmb62PXX+9iNN3pZ795edu21XtawoY/VqiX/thdf7JPJLk8PLxs4UJJdlFv5d9VVwflB/Bs0yMeSkgL5qHlzufu1a8tYjRpSXhfTUvk3enSgPACMJSRIvxMTJRlF2cX3mjeX8g3PS4CUl5T+N2jA2MSJXtajh/T+3r2lrF07H/v734Nl4WnZubNP9l169w74e8MNXtahg1wWnmY8z1Sv7mP9+0uyu1y+IPdiGenSxcecTsYaNZL8uPpq6b2OHX3+dBg2zMtatJDuX3ut+re88UbpfsOGPnb55T7Wu7dUP/Dy1LOnJEOvXubKgMPhY9deG/j2vXv7WLt2kgzXX++V+amV363+3Xuvlz3yiMf/LUaODPj1+edSPdanj5c98YR6GJdfLr9/xRXq9RJPo5YtA8+dzsDviy/WlvGGG3ysUycv69fPy5o18/njy/OOGBf+u1kznz/8zp197O671f2+5BLGrrxSPW4OR/D9/v3l95o29bEaNQL3xDzco4cU51Wryvz32rTRTqv77mPs5pt9ftn5X926jF1yifitfOwvf/Gx1q2lcqPlX1paoCzzukKsF6pW9bF69QLXbreP1a0rXT/4oE/W9gHMnwf5X3KyjyUn+9i4cV7/N3c4fKxnTy+rVs3H+vb1suuuY7Jwu3Txsr59fezKK6U4aX177vbGG72sQwcfS0wM1AX8ecOG8m8i/hf/7rxTKssJCb6gOrNpUx+rVk36Xa+ej7Vv72W1a/v8dYFUJrxBZTg5OfD8oot8rHVr359lRaoj09J8sjZnwACvar0qhqP8E/sqvH0Vw378cY9qHwJgsrq2Zs1Ae3HttYH7nTsHZElKYqxuXV9QmUpJMV+XqJUXt9vnb8uvuELKGxMmeILi2aOHl7VqFfx+375e1qmT/NvfeKPX3waJ5alhQ+m7/+UvPnbttT7Wty9j11wjlYHu3b3+tKpfX+r39O7tZVde6ZOlZXp68Dfgf4884mE7dpSyV18NlGfexin7hVWrauftbt28srycmiq1N+3bS9cuV/B7N97oZXv2lDHGGPN6vTHvl5vFwRhj0Va4jh49iosuuggbN25EZ27wDOCxxx7DmjVrkCMuGAAwZcoUZCm2qZowYQL6C6vdmjRpgvT0dOzZswf5wmKTtLQ0pKWlYevWrTghqP3p6elo0qQJ1q9fjyJhaiAjIwN169bFqlWr4BFU7S5duiA5ORnZ/CCMP+nZsydKSkqwQdjGxeVyoVevXjhx4gS2CvONKSkp6Nq1K/Lz87FHWOhQt25dZGRkIC8vD3mC0S7FieJEcaI4UZwoThQnihPFieJEcTKOU6be4VMC5UL5uXDhAi4o5mDdbjdcwrx+QkICnE4nvF4vfMJ8o9PpREJCAjweD8SoGt0vU9hI8LA8irlHrftutxs+nw9eYf7Q4XDA5XKZvk9xojhRnChOFCeKE8WJ4kRxojhRnIzj5DayL+Uyx0L5KS0tRdWqVfHRRx9hyJAh/vujR4/GqVOn8KnaKlOCIAiCIAiCIIgwiMmGB4mJiWjXrp1sqsrn8yE7O1s2E0QQBEEQBEEQBGEXLmMnkWHixIkYPXo0MjIy0KFDB7z44osoLi7GHcrT2wiCIAiCIAiCIGwgZsrP8OHD8fvvv2Py5MkoKChA27ZtsXLlSjTg+2QSBEEQBEEQBEHYSEzW/BAEQRAEQRAEQUSbmB1yShAEQRAEQRAEEU1I+SEIgiAIgiAIolJAyg9BEARBEARBEJUCUn4IgiAIgiAIgqgUkPJDEARBEARBEESlgJQfgiAIgiAIgiAqBaT8EARBEARBEARRKSDlhyAIgiAIgiCISgEpPwRBEARBEARBVApI+SEIgiAIgiAIolJAyg9BEARBEARBEJWC/wfN7zUJps5vfAAAAABJRU5ErkJggg==",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAzYAAADGCAYAAAAANRXFAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8g+/7EAAAACXBIWXMAAA9hAAAPYQGoP6dpAACSaUlEQVR4nO2dd5zUxPvHP9vujnKAcPQTUA7pSi+CioKCKBaaqEhRURRQwAo/FbGhIoIFsCBFsdJU/CoqJyLSuyCIR5deDu6Aa1vm98cwm0k2u5tkk+yVeb9e+0o2bUomM/PM88wzDkIIgUAgEAgEAoFAIBAUYZzxjoBAIBAIBAKBQCAQxIoQbAQCgUAgEAgEAkGRRwg2AoFAIBAIBAKBoMgjBBuBQCAQCAQCgUBQ5BGCjUAgEAgEAoFAICjyCMFGIBAIBAKBQCAQFHmEYCMQCAQCgUAgEAiKPEKwEQgEAoFAIBAIBEUeIdgIBAKBQCAQCASCIo8QbAQCgUAgKMKcOnUKnTp1Qvny5fHiiy/GOzq2sn37djgcjpCfQOKHH35AjRo1ULduXaxduzbe0REILEUINoISQadOnVQbPy2/2bNnxzv6xZoXX3wx+Pv222/jHR3LePHFF6OWtcTERFx22WUYPHgwtm3bFu8o4+zZs7L38/vvv8c7SqZTp04d1XcxbNiwiPft3bsXbre7UNQZkydPxvLly5GdnY3x48dj9+7dtoYfT6644gpkZGSgZ8+e8Y5KoeXhhx/G0aNHsXfvXjzxxBPxjo5AYClCsBGUGHr27ImMjIzgb+7cubLzbdq0kZ3PyMiIU0xLFuPHjw/+irNg89hjjyEjIwMjRoyQHX/jjTfw999/Y86cObjkkkuwf/9+zJ49Gy1btsScOXPiFFvK2bNnZe+nOAo2y5cvR0ZGBmrWrCk7Pnv2bGRmZoa97+2334bf75cdGzFiBDIyMtCrVy9L4hoOQojsfyAQsDX8eJKQkIC0tDQkJyfHOyqFFr58KMuKQFDcEIKNoMSQnJyMtLS04E/ZkSlVqpTsfFpaWpxiKiiOVKxYEWlpaahYsaLseJUqVdCoUSMMGDAAS5YsCZrReL1ePPTQQyVq9D0e1K5dG2lpaXC73UhNTQ0ez8nJwbRp01TvOX36NGbNmoVatWrJjrN3bHcne+TIkbjmmmuQnJyM559/HldccYWt4QsKN9OnT0e1atVw2WWX4a233op3dAQCSxGCjaBE0Lt3b9x0002673v88cfRqFEjC2IkEITSrFkztG3bNvi/oKAAX331VRxjVLK4++67ZYLn+++/j/z8/JDrpk6dijJlyuDuu++2M3phqVKlCv744w9kZ2fjpZdeind0BIWM22+/PWiK1r59+3hHRyCwFCHYCEoEw4cPxz333KP7vilTpqBNmzbYsWMHhgwZgrS0NJQqVQply5ZFs2bN8NJLL+HcuXOye9Tm83zwwQd4/vnnUa9ePSQmJiIlJQV9+vTBoUOHAAC///47OnXqhOTkZCQnJ+Pmm2/G33//LXuu2lyAOXPmoF+/fqhcuTISEhJQq1YtDB06FEeOHFFNj550qIU3e/ZszJw5Ey1btkSZMmXgcDjQqVMnAMB3332HQYMGoXHjxkhJSYHH40GFChXQsmVLjB07FidPnpQ9n8054ZkzZ04wrEGDBgEAUlJSQuLBTKLef//9kHP85OlBgwaFnB80aBBWrlyJm266CRUqVAiZbOz1evHBBx/guuuuQ6VKlZCQkIDq1aujZ8+e+OOPP8IXFpNQagH++++/4L7P58PMmTNx4403okqVKkhISECFChXQtm1bvPzyyyGmU2rpf/HFF/Hpp5+iTZs2SE5ORlJSEtq0aYOff/455N7LLrtMdmz8+PGq+QzQCezPP/88mjdvjnLlyiEpKQl169bF0KFDsW/fPsP5EQgE8M477+D2229HvXr1UL58eSQkJKBKlSq4/vrrMXXqVHi9XsPP5yldujQeeuih4P/jx4/j888/l12Tl5eH999/H8OGDUNSUpKm52ZmZuLll19G27ZtUaFChWD8b7zxRsycORM+n092vdq8nfT0dLz11lto3LgxkpKSgmVZ7TtVmgyyeqJBgwaoWLEiPB4PKlWqhPbt22PChAk4f/687PrZs2eHPLNTp05YvXo1unfvHvwu6tWrh8mTJ4dN965duzBs2DA0bNgQZcuWRVJSEmrVqoW+ffsiPT1dU94pWbp0KW666SZccsklSExMRP369fHqq6+qmt/9/vvvYeezMT744IOQ+kHt+kOHDuH+++9HzZo1kZCQgGrVquGRRx4JyTsz8/uHH37Atddei+TkZJQpUwatWrXCokWLAFCt4cMPP4zq1asjMTERDRs2xIwZM6Kmv06dOqr5umzZMvTt2xeXXnopEhMTUbFiRTRq1Ai9e/fGhx9+iOPHjwevPX/+PF555RW0bt0aFSpUgNvtRsWKFdGgQQP07t0br7/+umnfpECgGyIQlFCWLVtGAAR/1113nep1c+fOJQkJCQQAqVmzJklPTydffPEFSUxMJABIw4YNybFjx4LXHzp0iMydO1f27HLlypGJEyeSjRs3kl69egWPX3HFFWTu3Lnk2WefJRs3biTDhg0LnqtcuTLJzMwMPnf//v3kjTfekD03OTmZfPjhh2TdunXknnvuCR6vXr062b17d0zp2L9/f0g6WrZsSW644QayatUq8vvvv5O0tLRgvrVt25YkJCSQd955h2zdupWsXr2aPPzww8F7q1WrRvbu3Rt8/unTp0lGRobs+T179iQZGRkkIyODHD9+nBBCyN69e0PSvWzZMkIIIWfPniW///677Ny4ceOCYRw/fjwkjKZNm5J69eqRxYsXk02bNpFbbrmFsKowKyuLtGvXLnjtyJEjydq1a0mPHj0IAOJwOMiUKVN0lzWecePGyeIza9Ys2flrr71Wdv65554jhBCSmZkpi9vQoUPJ+vXryfTp04nb7Q6+940bN8rSr8yfmjVrkhEjRpANGzaQyZMnB4+7XC6ydu3aiPeOGDEi+H5Onz4dvHbr1q2kevXqBABxu91k5syZZPny5eTyyy8Plv8VK1YYyq/c3FwCgNSqVYvMmzePbN++nfzyyy+yfOrYsSMpKCgw9HxG7dq1ybhx48ihQ4eC+QmANG7cmAQCgeB106dPJ6VKlSInT54MeZd82WNs3LgxmDcul4u89957ZP369WT48OHB+9q1ayf71jMyMkLKfMuWLcldd91FNmzYQP73v/+RlJQUMnDgQNV6gX0fjKpVq5IKFSqQ2bNnk23btpHly5eTO++8M3h9gwYNZOFnZ2eTjIwMUrNmTVl91LVrV/Lnn3+SxYsXk/LlywfPTZo0KSTds2bNCtY31apVI9999x35888/SadOnWRlmM/baEyfPp04HI5gOfvggw/IunXrSL9+/YL1GPsRQkhOTg7JyMggDRo0CB6vWrUq2bVrV/CZWVlZZMmSJQQA+eWXX4J1Rs+ePWXPa9euHVm8eDFZs2YNadasWfB4jx49QuJpRn6XKVOG3HzzzWTNmjXkk08+CR53OBzkq6++InfddRdZsWIFWbRoESlVqlTw/Ny5c4PPZelv06ZN8Hzt2rVD4vvEE08Ez5cuXZq89957ZNOmTeTHH38kzZs3JwDI5MmTCSGE+Hw+2fPGjh1LNm7cSDZv3kw++ugjUqVKFQKAnDlzRvN7FQjMRAg2ghKLFsHmn3/+IR6PJ3jN1KlTg+cGDRoUPH7nnXdGfHbv3r2D51asWCE716pVq+C5//77T3bugw8+kD131qxZsvOPP/548Fx+fj6pUKFC8NwNN9xgejrKly9PsrOzg+ffeecdcuONNxJCCLnrrrvIq6++GpKHfCfg3nvvDTnPP3/gwIEh59XSzXfc9u3bF7VzyZ8HQP7444/guc2bN5PExERCCCEDBgyQdYD8fj8hhAp5vACwadMm1XhqIZJgs3///mBnkHViWFi33npr8HjdunVlz3zggQeC56pXr07OnTsXNn+aNWsmu7d27drBc/3795ed05K3BQUFpG7dusFr+vTpEzw3e/bs4PEaNWqQ3Nxc3fmVn59P6tevT3799VfZ8VOnThGn0xl8/scff6z72TxMsCGEkH79+snS/eOPPxJCCPH7/aRevXpk6NChhJDQd6nMn3PnzgWFGgDk/vvvl51PS0sL20FWlvkrrriC+Hy+4PnRo0eTBx98UPVapWDTsWNHMnv2bNmx/Px8Urly5eA9//d//6eaJ+y82+0mp06dCp4bOHBg8FxqaqrsvrVr1xKXyxU8/+mnnwbPKes4NaFIDeW3MWTIEFlaKlasGCLYMKZNmyY7t2jRItn5J598krRv3152jE8fAPLtt98GzynzOyMjQ3avGfmdmJgoy2/+GwNAtm/fHjzXuXPn4PF27dqFPPe6664LK9h8+umnYesjQuhAXUJCQlCw+e2334LXVqxYMSSsRYsWCcFGEFeEKZpAEAGlmctVV10V3G/SpElw/9tvv8XBgwfDPufqq68O7lepUkXzue3bt0eMH39vQkICmjdvHvz/22+/BU2AzEpH3759ZROjH3vsMfzyyy8AgK+++gpjx44Nuadx48bB/aVLl0ZMjx3Uq1cP11xzTfB/s2bNkJeXh1OnTsk85TVt2hROJ60ia9eujbJlywIA/H4/pk6damqcAoEANm3ahDvvvBMFBQXB48y0a/v27fjhhx+Cx/l5OAD16Mc4evRoRG9qHTt2lP3nnWhs3bpVd9wXL16MPXv2BP+HK1tHjhzB/PnzdT8/ISEB//zzD7p06SI7XqlSJVSvXj3438yyNWrUKNn/SZMmAaDfx549ezB69GhNz5k9ezaOHj0a/N+uXTvZ+datWwf3Fy9eHGJ+yjNw4EC4XC5ZnD7++GNN8VixYgUGDhwoO5aQkCBzMhAt/xo0aIBKlSoF//Pl5tChQzIzyDfffFPmMY5Pd2pqquy9vfHGG5o8dc2dO1f2bfBlPiEhQZaXSgYMGIBLLrkk+H/KlCnB/fz8fMyaNQtDhw6NGD7/3Sgdz/z111+y/2bkd/369WX5zbcN5cqVk9Wr/LlobYYSVrYZt912m+x/zZo18eCDDwZNZE+dOhU8l5mZiVGjRmHbtm3Bd3jzzTfj119/DdaXAoHdCMFGIIjAmjVrZP8rVKgQ3C9fvnxwnxCClStXhn0O36gmJCRoPqdmv83DN3xAqGC0adMmAOalI5K3pbNnz+Kll15C+/btUaVKFZQuXRpJSUn48ssvg9co59nEg3BpWLduncxOn88jQJ5PK1asMC0+Q4YMQWJiIlq2bInNmzfD6XSibdu2WLRoEcaPHw8A+PPPP2X3KN+z8n+k+PHlDQA8Hk9wXznPSgtay1a0eEXi33//xaOPPoqmTZuiYsWKKFWqFJKSknD48OHgNWaWrTZt2sgmWaenp2PLli2YOHEievTogXr16ml6jpnvLRZPZ0eOHMHTTz+Nli1bIiUlJZh/q1atCl4TLf8ilRtAXnb0pPvEiRPYtWtX1DSwuoxRuXLliP95ypQpgwcffDD4f/ny5di8eTMA4OuvvwYhBH379o0YPp/+SGkHrMlvvm2IdC5am8GTk5MjE8qSk5NDvDYCdGCMrRPUvHlzmYA9ZcoUXHnllahcuTL69u2LH3/8ETfccAPcbrfmeAgEZiIEG4EgAmfOnJH9b9GiBZKSkpCUlIRHHnlEdo45AjCTaCOZfAMDhApGZ8+eBWBeOpSCFCMrKwutW7fGuHHjsGbNGqSmpmLx4sXYsmWLbASwMKyvES4NyjxauHBhMI+UnWgz3/VLL72Ebdu2YefOndi7dy/OnTuHNWvW4I477ghec/r0adk9yves/B9p/RWmhVJDy8i5EmW+jRw5Mphn/KgyYCzf1q1bh+bNm2P69OnYvn07unfvjuXLl2PLli2oUaNG8DrlmjKxMnLkSNn/QYMGYc2aNXjyySc1P8PM9xau3EZj3759aNasGSZOnIhNmzahRYsWWLp0KbZs2YJWrVoFr4uWf5HKDSAvO2amm5GVlRXxGcq6UMmwYcNCOuQAdYU8cODAqI4gtH43ZuW3HZw5c0YWdy3OMNLS0vD++++HXHv69GnMmzcPPXv2RKdOnWTaNYHAToRILRBEQDlqv2DBgrDr20QaMbQKZeOobExY/M1Kh9KLGWPGjBmy9VY++eSToFmcctTeCOHCBaDb+064Zynz6MYbb5SZrGiNj16qV6+OBg0aRLxG2alVvmflf7VRV6tQ5tuYMWPCeiAsU6aM7ue//PLLyMnJAUDL5syZM4OdWuXIuZn06tULtWrVCppmbt26FW3btg0x5YuEme/NaJl7++23g9oBp9OJL774AikpKQCoFzgrqFSpksyLVkFBAUqVKiX7z6OlvCrrEeUzogkKtWvXxh133IEFCxYAoKazd999N9auXYvZs2dHDV8r8chvoyi/3by8PE33DR06FL169cKCBQvwyy+/4I8//pAJsytWrMAnn3wSMmgmENiB0NgIBBHg7bgB2jFr0KCB7EcIwYYNG+ISP+XI6IkTJ2T/W7RoAcD6dGRkZMj+82v/mDEyqTRl4YUZZR4YpVWrVrLOY25ubkgeNWjQAFu3bg3rTtsq+DlBQOh7Vv5XXm8ULZ1pZdlyOBwheValShVs2LDBkKkbX7bq1q0rG6m3ctTb5XJh+PDhsmNPPPGErmfE673x8PlXpUqVYCcbsC7/9KS7SpUqmszsWrZsKfuvNOXSYorIa+EKCgrQr18/dOrUCfXr1496r1bikd9GKVOmjGxO3Llz52RzaBhPP/00PvnkEwDUhferr76KypUrY+jQoVi4cCGOHz+OuXPnyuqLbdu2WZ8AgUAFIdgIBBEYOnSozHyBTZTnefzxx/HMM8+gXLlydkYNALB69ergvtfrxZYtW4L/O3fuHFyHxOp0KCfT8h2Xf/75J+K9fHhsFPb8+fOoUKECPvzwQwAI0WgcO3YsuG/WfJeqVauid+/ewf/r168PMbNauXIl+vXrhx07dpgSplYaN26MHj16BP+vW7dOdp7/X6NGjZCJy0ZRlgX2fnbs2IEKFSrgp59+wm233YZLL700eI1a2Zo+fTruu+8+Q6ZufNniy1VWVpasHFjBkCFD0LBhQ9StWxdXX311cJ6BVgYOHCibKK98b+vXrw/u9+jRI8R0zwz4/Dt79mzwHfp8PpmW1UyeeuopWX3Dp/vQoUMyhwrPPPNMVDM3AOjfv79MqOXzzuv1ahqU6dixY3CwB6BlKJrTAL3EI79jQWlauXjxYtn/VatWYeLEicFvNyMjA8899xzWrl0bvMblcuHee++VaYB4M1GBwE6EYCMoceTm5mL37t2yORPhjjdt2hTvv/9+sJGeNGkSXnvtNWzcuBF//vkn7rvvPqxYsQIzZswImsUcPnw45NknTpzA4cOHce7cORw4cEB2LjMzEwcOHMC5c+dCGj52TLmAH2PmzJmYMWMG1q9fj/vvvz/YEa9WrVpQKDA7Hbt37w4Zee/bt6+s0zFmzBhs3rwZ48ePx7///iu7dvfu3TKb+uuuuy64v3btWmzatAmvv/46srKy0KxZMwDAZZddhjvvvDN43bRp07BhwwbMnz8fn332WUh+snzk95V5qhxFBmgH/MorrwRAy0PXrl3x008/4a+//sLs2bPRp08f3HTTTXjggQdC7o0Gi4tyPgHLU2W5UDJnzpygN7Tdu3dj2LBh2LBhA6ZPnx70gla9enUsXrw46JHoxIkTYcsb62jl5uYGz7Fj7P1ecsklaNq0afD8smXLsHXrVkyaNAl5eXlo0qQJEhMTMW/evOCE5jVr1mDgwIH4888/sXHjRrz66qsYP348XnjhBUMd9/vuuy+4v3fvXkyaNAkbN24MEdbZ98unRwsHDhwIfmPsHbH0V6hQATt27MDu3buxcuXKYHjh3qXy/rJly+KHH35AtWrVAFAvaVOnTsXGjRsxfPjwYNls166dzJPdgQMHQsrn4cOHVdMX7lr23vv37x88npeXh7Fjx2Lz5s14/PHHZRPN+XevVu+w/PX5fDhw4EBI2vl4tGnTBjNmzAjWCU899RQWL16MlStXyuLz8MMPh3igC0etWrXw7rvvBrUCs2bNwkcffYT169dj0KBBIZPm1d4PQAdwGFWrVpXVK8p8UD7v3Llzwbqch//OrMjvcN8pu0YtrpmZmarfBLuX5U3//v3x1FNPBc8/8cQT+Oyzz/D3339j3rx5uOeee3DjjTeGDJbceeed+Pjjj7F161Zs2LABo0ePDrY/1atXlzlrEAhsJR4+pgWCeKJcm0X5U1vPZv369eS+++4jtWvXJgkJCcTj8ZA6deqQe++9N2RNE37NAOVzlesfgFtbINw5AGTfvn2EkND1E+bMmUPuuusukpKSQtxuN0lNTSUPP/wwOXTokGrazUgHVNY6IISQpUuXkvbt25OyZcuS5ORkcs0115AFCxaErAcBxXofhw8fJv369SPVqlUjbrebJCYmkoYNG5L33ntP9vwzZ86Q+++/X5bWRx55hGzcuFE1joSErjPC/8KtmZOTk0MmTZpE2rdvT8qXL09cLhcpX748adeuHZk0aRLJz89XvS8akeLCykA0vF4vmTFjBuncuXMwH8qVK0datWpFxo8fL1v3gpDQtTj4sJRr1IR7vzt27CC33norSUlJIS6Xi5QqVYo0a9aMfP3117KwDh06RJ544gnSuHFjUrp0aeJyuUjVqlVJt27dyPz58w3lGeP9998nDRo0IImJiSQlJYX06tWLbN68WbbuB/sp13CJhtoz1Mo3T7R3qbz/1KlTZPz48aRVq1akXLlyxO12k5SUFNK5c2cyY8YM4vV6o8YpXPrCXcuXp6+//po0a9aMlCpVilSoUIF07dqVLFu2TPUbnzVrVtS6KFyYym9q586d5JFHHiH169cnpUuXJgkJCSQ1NZX06dMnZF0irfzyyy+kS5cupHz58iQhIYHUq1ePvPrqq+S+++6LWM8w8vPzSdWqVQkAMmbMmJDz0b6LSN+UVfkdqSyEOzdu3Lio53mWL19O7r77blK7dm2SmJhIKlSoQJo3b04mTZpEcnJygtft37+fPPnkk6RLly6kTp06JDk5OVhHNm/enDzzzDPk6NGjht6tQGAGDkIM2AYIBIK4MHv2bAwePDj4f9myZejUqVP8IiQQCARFjBdeeAGvvvoq9uzZgzp16sQ7OgKBwESEKZpAIBAIBIJiy5NPPilbr2Xnzp3o2rWrEGoEgmKIcPcsEBQRItndh3PdLBAIBCWd+fPnY//+/Rg3bhx+++03LFy4MGQRUYFAUDwQpmgCQRGhTp06YSeYi884PrBJ4dF48skndS3sWJxZtWqVZu9iCxcuxNVXX12oni8oejz66KP44YcfcPz4cVx66aUYN26czCmFQCAoPgiNjUBQRNi/f3+8oyBQwC9CGAmlx6aSTEFBgeZ8M7J6udXPFxQ9pk2bhmnTpsU7GgKBwAaExkYgEAgEAoFAIBAUeYTzAIFAIBAIBAKBQFDkEYKNQCAQCAQCgUAgKPIIwUYgEAgEAoFAIBAUeYRgIxAIBAKBQCAQCIo8QrARCAQCgUAgEAgERR4h2AgEAoFAIBAIBIIijxBsBAKBQCAQCAQCQZFHCDYCgUAgEAgEAoGgyKNLsJk+fTquvPJKlCtXDuXKlUP79u3x008/Bc/n5eVh2LBhqFSpEsqWLYtevXppXgFaIBDExs6d8Y6BQCAQCAQCQfxwEEKI1osXL14Ml8uFevXqgRCCOXPmYOLEidi8eTMaN26MRx55BP/73/8we/ZslC9fHsOHD4fT6cTKlSutTINAIADgcADHjgFVq8Y7JgKBQCCwilKlgNzceMdCICic6BJs1KhYsSImTpyI3r17o3Llyvjiiy/Qu3dvAMA///yDhg0bYvXq1WjXrp0pERYIBOo4HMDmzUCzZvGOiUAgsIvBg4FZs+IdC4GdOBxAbD03gaD44jZ6o9/vx7x583DhwgW0b98eGzduhNfrRZcuXYLXNGjQALVq1Yoo2OTn5yM/P192zOPxwO2WouZ0OuFyueD3+xEIBILHXS4XnE4nfD4fePks2nGv1ysLj4Xl8/k0Hfd4PAgEAvD7/cFjDocDbrdb83GRJpEms9NE8YIFURzSVBzfk0iTSJOZaZo924GPPpLuKQ5pKo7vydw0eeD1eotZmigiTSJN4eLu8XigBd2CzbZt29C+fXvk5eWhbNmyWLRoERo1aoQtW7YgISEBFSpUkF1ftWpVHDt2LOzzJkyYgPHjx8uOjRgxAt27dw/+T01NRZMmTbBz504cOnQoeDwtLQ1paWnYsmULTp06FTzepEkTpKamYs2aNTh//nzweKtWrZCSkoLly5fLMqtDhw5ISkpCenq6LB6dO3dGXl6ezJTO7XajS5cuyMzMxIYNG4LHy5Yti44dO+LIkSPYvn178HhKSgpatWqFvXv3Yvfu3SJNIk2WpQkAtmxZhWPHcotNmorjexJpEmkyM01AcvCc3Wlas6YyKlbMR8+etcR7sjVN3ZCenl7M0lQc35NIk5lp6tatG7Sg2xStoKAABw8eRFZWFubPn48ZM2Zg+fLl2LJlCwYPHhyifWnTpg2uv/56vPHGG6rPExobkSaRJnPS5HAAO3d6Ubdu8UlTcXxPIk0iTWamyel0oKAgPhqbli3d6NgxgPffd4j3ZGOaEhI8yMvzwu0uPmliFKf3JNIUH41NzHNsunTpgrp16+Kuu+5C586dcebMGZnWpnbt2hg5ciRGjRoVSzACgSAKDgfw779AvXrxjolAILCLeM63aN0aaNEC+PDD+IRfUnE4gPx8ICEh3jERCAofMa9jEwgEkJ+fj5YtW8Lj8cjURrt27cLBgwfRvn37WIMRCAQaEBNKBYKSR7y+e48HUAy0Cmxi48Z4x0AgKJzommMzZswY3HzzzahVqxbOnTuHL774Ar///jt+/vlnlC9fHg888ABGjx6NihUroly5chgxYgTat28vPKIJiiUZGcBvvwEPPxzvmEhwGmGBQFBC8PsBt67WXFDUeeQRYMuWeMdCICh86NLYnDhxAgMGDED9+vXRuXNnrF+/Hj///DNuvPFGAMDkyZNx6623olevXrj22mtRrVo1LFy40JKICwRKMjIAhe8KS3nwQWDoUPvC00JJFGzWrQMefTTesRAI4kc8tSYOR/zCFggEAiW6xng++eSTiOeTkpIwdepUTJ06NaZICQRGOHMGyMqyLzxnzIac5lMSBZu//gKmTwemTYt3TASC+KCYG2wb8TKBy8kBSpeOT9jxQplmYXYsEKhTCLtmAoExOIcdtlAYG5aSKNiUxDQLBDzx0tgQEh+NTZky9ocZb8qUAQYMkP4XxvZHICgMCMFGUGwQHVzgjTdKXoMXr84Vo2rV+IUdDwgBDh+Odyzix4ULwOWXxy/8XbuolpInXhobQJii2clnnwF33EH3S1o9LxBoRQg2gmKD0NgAX3wBcGtllQjiLdicOBG/sOPB7t1Aamq8YxE/8vOBffviF/4rrwDDh8uPlUTPZFOm2BPO2bOFK3+/+y7eMRAICjdCsBGYTiAAZGfbH67dgk1hpaSNoBJSOOc72Y1d88tKumY03gMaCQlAQYE8LnZpbMaNk/+PZ14sWWJPOC1bivl7AkFRQnQHBKazeDFQs6b94ZbkDtfOndL++fPxi0c8CATsF+a+/BJ48kkgLc3ecCNRoQKwY4f14ZQ0wVlJPM2+AFreXS66v3Il3eblWR/u228DL70kCdCsHMSrPNhVz2VnU/PDwobdQuXw4bR+ycmxN1yBQC9CsBGYTk5OfDrXJdkUrVEjaX/FivjFIx7EwxTt22/pKO6ePfaGG438fOvDUOZ1FGeZljFxIrB6tf3hKgWbxx4DPvrI3vCZYMM63O+9Z324TzxBtwUFwDvv0P0DB4CPP7Y+bJ8POHiQ7v/zD90yoc5qnM7COWhGiH3fXk4OMHUq0L9/yXTcIChaCMFGYDrx6vCzDkdJm8ytXIF6yhTg9Om4RCUuxEOwcTgKp/mbHd/ekSPSfkYGXc+JP2YXr78O/PGH/eGyeubUKbpduRLYtMm+8PnFONlgTo0a9oXvdErptUNTBADp6UDt2nTf7tUkTpygQnQ8mD+fakrCDVg8+KA98WBams2b7QlPIIiFQtg0C4o6rLHLyLA3XGZ3XtImc7dqJf+/Y4c0ulkSiIdg8/XX8TdPyckBxo6VH7NDsOnUSdofM4Zu42F66vfHR7j87z+6rVyZbhMS7NGUMXw+SbBhQtb//Z994fMMGiTXFlsFE+BOnpS0VXYSjzmjALB/P/WEpiZA2jWAeO4cNUEUCIoKQrARxEx6OvDMM9L/b7+lWztHca+5hnqvYTRvbn2Y8ba1F1Di7RUtXmRmAhMmyI/ZrS21c0FcJfxcEzu55hr5f7fbXjNYXrCJB4RI5Wz7dnuFyypVpAGseBAIAG3b2hdemTJ0AEVNcLbrW8/ODjV1zM21J2yBwAhCsBHEzNq1wJtvSv8XL6ZbOxu8P/+Ud7K2bLE+zJQU68MwSknq6BcGwWbRIvvCevBB6m544cLQc3bPBfB4pP1Nm4Cnn7Yn3JMn6UhyYTAHdDjsFSiVgs2VV9oXNkDLGCtn6en2CJd8/k6fLj934IB9E9q9XmDdOnvCAoDERCo0FxTEb26LWt368890e+oU0K+fvfERCKJRCJoFQVEnXKNud6fDbocFHTsCFSvaG2Y0nn8+3jGwH97d8+HD8Vk80U4nAp98Qr3gqa2lYrfGhhdstm2zby4CGzGOh8ZGidNpb77zc2x8PmoKZyeLFgHHjkn/4/0O0tKA2bPtCYvX0tuxtg0TKvLzQ01f7SpzaoMlLB+OH6dmuQJBYSKOCm1Bccduwea55yTVvR3Ew80wIzeXmvopHSVceqm98ejShToraNJEOma3BoV/D2fOWL94opopjN3mMXl58ddSAfI4JCXRrdWmUn/8IXn+K6kam9KlpX1euLSDoUPl/+P5Dn79lW6t/BZuv53mMyFSucvJoW2N1e+d5W1BAVC9OnD0qHTOLvNHtTR6vcC77wLJyfbEQSDQQyFoFgRFlYMHqevNcJW7HR2v3FxqksKwc/SSTV5mjeuoUfaF/fLLdKSyTRv5cWYeZ1enNz0duPFGYM0a+n/kSCpc/f679WGzfLdbkFKbW2W3zTkhwHXXqR+3k9RUaZ+N3Fst5H36KR3EAEquYMNrbNh+vLxR2m2KxrN7t/VhOxx08GT8eODmm+mx7dutDxeQ8jY/H7jnHvk5u+Z4qmlsCKHzau+/3544CAR6KATNgqCo8tJLwMCB4c/bUfG+9BJQrpz0385JtWzy8k030Yp+yhS5AwMrYZPG+YU5AeCOO+wJn+fYMWDrVmoK+M471BzszBnrw73pJrrlTdHsQG2kNB6TaZmGhCeeaytt2EC3Vgg2WVk0baNGSfb9QPzNoADrBZvz5+VlzuuVtDR+v7TfurV1cYhEPN/B0qV0a2X+M1PDAwekY3YNpLB6zesFSpWSn4unYPPmm/a5+hYI9CIEG4FhEhPpSFK4RsUOG2RlpcvWOrCDQEDe8ADAjBn2ha9GvMyT/vyTmibEIx52mwSqCTbxWI2blX2+zNkt2PDf3xtv0K0Vro8rVACWL6cTxw8dko7bKdBOmyZ15mbNAm65he6zEX2raN5c/o69XkkzzZuiKdezsot4as0WLrT+22eCKyGSEGeX+2eWtz4fbW95mGDzww/A5MnWxUGtTtm61brwBIJYEYKNwDBsJEut4hsyxB7BhqddO3vtzXnBho3Y25Xm4cMjn7dbwDl71t73Ha4Db0fHXm0O14UL1q8Cvnev/D8TsIYMkY5ZmX42Yly/Pt3u2KEu5Fk1kpyXF5o+O7UFw4ZJa9ikpEjfvtXOA06ckMxtJ08G1q+X6rl4zLFREk9TNDvgBRsWD7uctLAy5veHmlmz7+znn611nmC3p0WBIFaEYCMwjN8f2qixSjAtzR5VOd/gBQLA6tXWh8mHxwQI1qm3yzygsLmazs6Wp91qwYo3g+BN0QYPtjZcAPjqq9BjZctavwp43bry/2pChZWdEJbnV1xBt40bAx99FHqdVZ1QtUEUu7UFeXnUYcatt0rHrDZFczql9zpuHH3vDgc19xw5snAINjVq2LuWD0+4wTWzYIJrICCFY5eGloXH5lLxps6svmXlwSpY2atQwbowBAIzEYKNwDDTp9NGjW9UXC6gRw/a0PGT+q1CKdjwWC1kBALSKBov2Jw8aW24bdsCu3ZFvsZujU12tr0dG6Yh+/ZbGu7p0/R/tHwxA9bAM6H+++9pJ99u1IQYO0ZXlWVLueq9VXFQ67zaLdh4vfI5fYC9zgPYWiaBAF03KCcn/oJNdjb11mVlfavWuWauxX0+a92MM1NDXoDKzKTbYcOAX36xLmyW7s2baX1Tvrx0juV3fr613wGLQ7zLmUCgFSHYCGJCKdgAtKNZtap8rQOr4DtRfDzq1rW+kxcISB0N1tDl59PVsa1k3Trgyy/Dnx8zJj6CjZ0aGybYzJsnn9tjh3DVsCHdOhx03oXHY828kkgQop7WZ5+1J2yeJ5+U/7fqu3M6Q80d7Z64np8fOtfB7wcWLLAuTKYZP3dOqlMDAclBh50OU3i6d6db5jTCSsFGraw3aiTt3367dWEzr4t8uWeak7lzgb/+si5s9i2dPRv6ntm3kJdnrWDD0s0G7JhHQoGgsCIEm2LOu+8CDz1k3fMTEkI7Orm51DTHDnU936HkO1QtWtgj2LBGrWNHumXmOsePWxu2knHjpH3edMUusrLs0dDx4QF0vsGJE3Tf4bBHsGEdODaS63LZv44NoJ7WG26wPx5K23+rtBes81a9eugxu8jLkwQbQmj5W7/e2jD9fio87t8vP8bKYbxG0ufNk79rK7899mxWr+3ZIwlWQKgWzUyYYMMvAM3qOmYGO3u2NLhlJiy9/KKsDCbY2KWxCfffKuLhkEVQPBCCTTFn1y46wm8VHo+6YAPYY57Bzzvgw7Ojc88/n43gscqYdbztoF07uavXeAg22dnABx9I/3nXqFbATL+U6bRDsGFhMNt7XrDxeoG77rI+DvfdJ0/7pk10a4dXQKU2TtmxtlJjA8jfsd2CTW6uXGPTpg391vkFas2GCTD84oyBgPSNxUuwYYuEMqzU2LBnd+xIBbzLL5eft0NDzcxdedg8y8GDgS1b1F2wxwIv2DDt5Icfys8tWGDtMgPK79kuLSmzhhAI9CIEm2KOy0VdM1rlscrtBt5+W34sN9ceu3M2oZP/z7BbsGGwfLaiwzVhAl0jRkmzZqFpt0OoZHFxOELL12OPWRPm++/L3drGQ7Dx+agmlJVxXrDJzwe++ca6sNl7zcuTp7VlS7q1wzOdsmwpR5Kt+u7Yc/k02i3Y5ORIGir+W7Sys8fec9eu8mPM7NAuwaZ791AHFjx2CDZut7rwbmXYhFDBYeVK+fFWreSeMQMB801S2bf2+uvSd6ZmgZGRYW64POy7Y3UMi9P111sXpkAQC0KwKeawBpcf7TOTkycl97ds1KygwB7BxumUq6v5DpVdgo3SDId1QqxI+9ixoStt16lDJ9Ty4Vm9rgZj5kwpPLt44QVpUT4gNJ12zDdgZiEsn51O4JVX6DlmjmKVaRqfXjVzR6vCjVSe2fvv0IFurSp77Nvi02j3HJucHLkpGsNKASua9zs+7NGjrenkt21LtbKsvlNLr91zbOwMW83csFIlWgbYQIsVdT7/nq10UhAJlq5Bg+iWDSzY8e3Fy9OeoGgjBJtiDqt8rBrJ3bw59JjaZEurCDfHxum0vlIMBEInErN8tjrsFi3otqCAxkHZyWITi62E5bedgo1SYFWWsVGjrDdh8Pnod8VrbBhsIcUXXrAmbD7tykn7gHXfuRZhheWDVd89+6Z4V9+FRbCxOx6rV6vHY/Jk4J13zA9v3TqqtWACBK89YkyYIHV+zYaFG65sxUOoWr6clsXPPqP/rRDoAwGprmfmpoDccYLVtGpFt8zMjp9jaDV2r4UnKB4IwaaYw0bW7Jzc7HBYL9h8/z3dFhQA995L91l4pUvTjkY8NDZM0LLaHIe9V683dJ6T0wnceKM14fOwBt9OwYaVK2YSo/RA99dfQOXK1saB2burCTZMM/rGG9aEHe2bskNTFA5WDqwq+/y6HYx4zLFh37zym+vSxb547N0L3HMP3Z8zR35OTeA1A79fqt/UymFGhnXe4dhgQqTzVhHum+MFbMA6wYaZGlasKB3/80/zwwoH+97YAr3M5bQd9X48nLIIij5CsCnmsMbATNvfXr3Uj19/PXW7ycx0rBRs7r+fbs+flzq5gQA11ypbNn6maFYLNj/8QLfsvbKVx5WmaHbAT6K3CzZ/qFEjYOHCUE9sP/9s/eg5WyyPlTE+PKu1Rcpy1a+f/L9VHQHlqPXLL4e/1mpTNP6bs1tTwjsP4L+5nBwgPd3euLCONTMFthqfj85xA+RpHzGCbhMS5J7DzERtMWgAuOwyuvV6gUcfBT75xJrwtWB2uZ8xg+YzE2wmT5bOKetcO+ZZsXI/ZgzdNmtmfZhCYyMwghBsijlszoGZHZ6FC6l9f40a8uPJydQVq8djvWDDPNRMnw78+CPdDwQkTz28YLNihTVr6vCjaYzkZOmcFTBHDbzGxu1Wt/dXczRgJv/+S7d2di5PnAD++YfuOxzqC3JaHR+lxobvZCi/CbNRlqsBA4Bff5X+K0eRrQo30gi52WWfCa9qc2zs1tgcOSIJVnw6t2+n2/nz7YsLG0Sxcg0XHr+fLr4MyD2iMbOoihWBSy4xJ6xTp+SDcfPmqQ/YPP443fp8wLJlwN9/mxO+Ecxs7w4fBoYMkbyuAXKzZ1bHMdPXvn3NC5vxzz/Atm3Sf9bWsT6FVVppHqGxERhBCDbFHCs0NgBQsyZt5JWwjrbDQRt5NrpjJaziz86mW9bZZB2P7t2Br74yP1x+tN7tBt57T1oZ22ptEUszM0VTM89JTbU2Duz9KyfsX3890LmzdeHOnUu34Tq1dmlsypalWz48q0fPleXK6ZQL11atJcTKF5vArDbvgJVJswc0nnqKbtVGb+1eiHbqVKmDqdaJ7tPHvriw/Hj/fXsWTWTvtUEDSVMCSN9hXp55c/uaN6eL3zKWL1dvw6ZMoVufT5rbGS/MrPNZ3c0vxMrXd0y4ZnWvFe3Nc89J3x5gv3YUEBobgTGEYFPMUQo2a9ea81xlx4a5gmSmUQ4Hbfjfektasdhqjh2TGjZesElIoJPKzSYQkCbLsnSzxSLt8Eo2eLAk2PAj6HY17qtWqR8vW9Yesxw+ncxEBrBPY7N1K/DII/YINszbmlJocLnk4Zs9gMFg5blrV2DxYnWNDd8ZMxPe22K84Os7pflpvNiwAbjiCro45UsvUVMsK1DW9cr5LqzDbWY9n5enrn1cvFj+ny1aWlAQf8HGKq9obG4LL9gotSeEyBdpNgNlftop2BSGb15QdBGCTTGHVYZffEG37dpZEw4zh+I1NgBtBF9/3ZowGfykSkDS2DA/+1bZH/v9wC23SP89HmprX6GCPR7ZZs6k26wseXhWrIAdLS48ys6HVfAN/bBh0j4zC7IKprFJSaGj93yDb9UcA7bgq1KYdDrl4VtV7tQ6t0pmz6Zbq4T6goL4Ldp36JC0r/SEqETNDbeZlCtHt0ePUlPMcuVofcu+h0hrzeghP58OGOzbJz/O3J0zeI2NWbjd2hwCMI9d+fnxF2xYuW/a1NxnMlfT/HfO0sm0OYRQ4dZM4YoQYMkSuj9mjGQCDAAff2xeOJEQgo3ACEKwKeawynDWLHvCYZ0+voEpW9bcsHi3l4BcG1O3Ll1Pw+mUFi2zqqPl9UoeYgBJc5KUZL3G5qqrpP2zZ+UdT6sFScbTT9OtHdopRqdOQOvWdD9cJ6ZOHWvjoJzIzAtYbFVws2HC+Ztvyo+7XHLzM7sEG2YiwiY0d+lC43L33dZ+bywf2NwCu+DfdzSNjZUeupo1k7TCSpxOuraKWWagJ05QxwD16knPB+gCkTfcIF3H3reZgo1Wr5bMVOr8eVrfx1Ow6dmTbs0cWIm0VtKOHVJbyK4z03RL6VafOewBgAcfNC+cSPDr1AkEWtEl2EyYMAGtW7dGcnIyqlSpgjvuuAO7FLN38/LyMGzYMFSqVAlly5ZFr169cNzqISxBWOxSHzPPXPzihQyzRlmzsmgj+99/8uOVKkn7d90FfPutvEGwqrOXn0/Nb9asof/ZXBePx/rO/gcfSPuJiXQC79Ch1oapxOejk9ftWK+IkZwMVKtG99lopdKBgNWLdDLhPVp4Zpo/sk6NsuPmcsnnNVhV1pXlmXWgRo6kW+bAoHFj88sDK+s//SQJcQ88QLd2lT0+X5nGJtxEeSu/faczvMaIudlX1o9GUZY1VgaffVbu2poNIO3dS7fMLDkW+HXITp+mcWnaFBg+XH5du3bUE9rPP6vHORYCAeoox274Ms0LyUrBpmFDuSkaYK5wyceDEMkkTg2r8okXpgQCregSbJYvX45hw4ZhzZo1+PXXX+H1enHTTTfhAmdYPmrUKCxevBjz5s3D8uXLceTIEfRkQxkC27FLsElIoJXwmTO008M3MM88Q0fUYh1NunAB2L07tOOgZnrx00/SvpWCTUKC1OB4PJIpXiBAR9R4ExarcLmoScb06aHnrOz4+f3UHEutI2eVySPP//5Htykp8uMNGlgbrlJjc9lldK6DEjax2QxYHivfp9J5gB0am9tuo5oZNQ9gDod1Hfsff4zfSuS8SQzT2Fx5pfq1Vgs24WBe+vi6zyh791JnKFpgHtLOnqVbpUbdCLxXzfR0uq90rQ4AtWrRzi9bz8pMwSYzky5twExrv/nGvGdHgi8/+fl0CQNAfQCFffvz5tGtlRqbhITQ+ocN6vXqBfzf/5kXNoP3yiYQaEWXYLNkyRIMGjQIjRs3xlVXXYXZs2fj4MGD2LhxIwAgKysLn3zyCd5++23ccMMNaNmyJWbNmoVVq1ZhDfsCBLZitjtUtUa7Vi3auBUUAL/9Rn9KGjeWRneNEm4BwGjCmxUdjRdflOby8IINcyIQCNA1RpSmQ2ZTo0Zo+vj5JlZ6pVNbQ4dRuTI9/tBD5nR0GGqmGUrToB9+AK67zrwwGdnZNK+VGhunE7j0UvPD42HvWOlO2uWSx8UOjU3FikDHjurrWTGnHdnZ1HGI1dilsVETbMLVK1YKX5E67oSYNydh1arQuitcW6L2Dpi5qFF4wYZf8T5cXW/FAF5urvy/Wa6so8GXn/x8oH59qpFXM7FVzh81U7DRsjZa27bS/rffmhe2QBALMRltZF2c0Vrx4uztjRs3wuv1ogunp27QoAFq1aqF1atXo53KMG5+fj7yFa58PB4P3Fxr7XQ64XK54Pf7EeBaE5fLBafTCZ/PB8J9hdGOexVfPwvLpzCODnfc4/EgEAjAz9VADocDbrdb83G70gQEANBan17jASHEcJrobfLadPduLwYNcuH0aQcAWgPm53tl1x08CGRnB+D1Ss/XmyZC3AAc8Hp94Iuuy0WC4bJ7XC56bSAQQOfOwLff0ueZ9Z7Gj/egRw9aNgIBAsADh8MHv98Ft5vF0QWfLwCvN2BS2ZPykz3H6XTD5yMAnMG4N2vmCObPG28Ar71mTdnzet3weBwXjzlw2WUE+/Y58OOPBB9+COTn+/Dxxx5cc40PTZsSU74nQlxwOJwghGDUKB8+/9wDwAu/3wlWzgHgjz9oHpn5PVWrBnz+uR9nz9I0e71Smvx++g4AoGlTgm3b5OUxUpq0lL3atWnaqlTxy9IZCPgudmZYPGBJvUdNXDwXj0vfsTLuhDhRUEDwzz/AU0+5MXp07GVPbfwtEAhgyhR6vdcrXW9FXb51K/D00y4MGAB8+qkTHg9Nv8+nHrdDh3xISiKoVs2cssd/9w4Hy3t6jK/LvV4nqld34tw5R8ztUyAQmjaHgyAQICFxV357APXYxn9/esvegQMO+Hx+eL0BFBTQ+ox+Y7Q+VcY9EKBtTyDgx/LlBD16uHH2bGxlz++X50FWlrzdiQSfXr1lz++XwsjJ8eOqqwLYutUBh0OtjpDH8cIFL7xec/oRfBnYsUPedsvTRMsifT+xlz2nU16epDZd9PdKepo8Gj1BGRZsAoEARo4ciQ4dOqBJkyYAgGPHjiEhIQEV2GIeF6latSqOhVkhccKECRg/frzs2IgRI9C9e/fg/9TUVDRp0gQ7d+7EIc62Jy0tDWlpadiyZQtOnToVPN6kSROkpqZizZo1OM+5KWrVqhVSUlKwfPlyWWZ16NABSUlJSFf4qO3cuTPy8vKwcuXK4DG3240uXbogMzMTGzZsCB4vW7YsOnbsiCNHjmA7N3swJSUFrVq1wt69e7F7927b07R7978AGsPtDlxMXzecP3/ecJpoI9NVlk/p6ek4caIpzp+vAIBOqFmzZh2ADrLrzpzJRHq69Hy9abr88o4AymLr1u0AmnFP9uGppwKYODEx+A7z8q4BUAaZmZn49tsUNGx4Bunpa017T0A3AMCWLVuwYUMegI7Yvn0zcnOvgtudgO3bd+LChdo4ePAs0tN3mFL2WJgszwGgoOA6/PffSQC1gmnavj0VQJPgtRkZe7Fvn7llz+t14Ny561CrVlJw5PrChTwApVCjxgVs3VoGt956AkBN/PPPNqSnHzfle8rOboeyZStg374CnDy5DEA3/PFHOmrVkqeZ5ZGZ31NubjLWr9+OCROa4emnt8LnOxpM06lTXqSmJuDQobLw+bIAVAjG4eefa6Jr18MxlT2Wtj17/gNQJ3jN5s1rkZ/vBNAeAB1ltaLeO3kyGex7Pnz4GNLT/1J9T3v21IHHk4VKlcoBaGhKvQeELsiUmZkJjycF27Ztg9stzeG0oi7//ffqWLbsKvTqdQJAFZw8eRjp6X/jzJl2YO+Zp08fL+rWzcann56LuezR9l/67rOzs5GeviZ4jK/LDxxoBL//EvTokRxz+3T4cGi+5+aex969x0PStHdvGoC0kHxIT083XPaAZOzfvx/p6RnYvr06gKvg9QZw6NABpKf/G5Km/PzKABJx8OB+vPTSJTh3rmLMZa98+asAVA/+37ZtKwA6gWjnTqBRIwJC1FUZfLr0lr1mzToG/+/e/R82bjwAr7eM6nvKzm4JoHLw//Llq1CjRq4p9d7Jk9KzFy92Ij39lzBpomUxKysP586VwuHDZ7B//3pZmvTWe3xdzvJS9PdEmrp1k+rCiBCDDB06lNSuXZv8999/wWOff/45SUhICLm2devW5Omnn1Z9Tl5eHsnKypL9cnJySEFBQfDn8/kIIYT4fD7Zcb/fTwghxOv16jrOHysoKCCBQIAEAgHNxwkhxO/3y455vV5dx+1K07RpXgIQcsstNHyAkN27jacpK4s+g/8VFBSQwYP9pHXrQPDY6tXekOsGDPDHlKYDB+jzZ8+WP9vrDZDp0wPE6ZTSxc75/f7g/smT5r0ngJDUVBr3TZvo/6VLvaRJkwCpV4+Q0aP9pFmzAHnoIZ9pZU+Z5wUFBeTrr71k40Z53Nk7Z79z58wte8eO0bjcfXeAvPUWIQ4HjefYsT4CkOB7Yr9vvvGa9j3deqtflgds6/P5QspbXp653xNAyOef07ydNUuepg4d/OTee2ncrr5aPY6xlD32vAce8JOJE6Xn//UXvfaLL2i8brvNmnpvxw6p/N11lz9s3N94w0eWLvWSZcu8we8v1rKnfK/suVOnEvL9917DadJa9r75hqZl5Egal40b6fFWrdTjVqVKgPTs6Tel7OXmyr/79u2lehwgsjQ9+KCPtGjhJz16xN4+zZoVmrYmTQKqcWffvVq7YLTsAYQ89RQtI199RfO/Vq0AefZZn2rcPR6pzunTx29K2cvIkOdBXh7N9zFjAoQQQlJTA6rp7t7drymt4d7H2bPSsx56yEf27g3/ntasoXnfokVAVh/EWvaqVw+Qm27yh7xPtTSx89WrB8jDDxPSoUMgJE166z21cEV/T6RJK4Y0NsOHD8cPP/yAP/7446J0TalWrRoKCgpw9uxZmdbm+PHjqMZcGSlITExEYrSFAS7icrkumibI4c3WtBwPp87Sc9zpdF5UmcZ23Oo0JSS4g+F7PDT8d9914J13jKVJbQFAj8cT4gnM4QiNp8slxYFHa5qY9vKXX+TXu1wOBAJsIrX8Hj49p055ghPNzXhPdK6FO+ilqFQpN/x+6iXo7beduOoqwO12weOR7jOj7DVoIB3v2zc07kp7aIdDPd+Nlj12y5dfOtChA0CIAx6PB6++Crz2GuB2yyOQlOSW2YLH8j3xaWPPCZd3SUmeYJkx63uiJo6haaJ5QPcTE6X4qsXRSNljfPKJUzZnqWxZ+bdHiDX1njxaoeWJxd3jodey9/Tmm048+2xsZa9UKWm+w3PPAa+8gmA5d7vl70FPmpRxD3eczfEoU4Zek5RE01+3LjW5YsyfD/TuDeTmOpCQ4AjmWSxljxDqRvjGG+lisD16yPPe4XDIrne7gZUrgfnznejb13j7pDanwuVywOl0hMQ93PwWPl56yx4ATJzowuuvu4LPP3jQgYICeX3K4s5bsTRq5LyYhtjqPeXcocREGtfXXqN5MHCgA7Vr03mEPKx8KNFa9vg5Nl6vC2XLuoLz6JTXN2tGt5mZ7IV5ZN+D0bJ39CjQtKlD9Vy4Y3l5DmRnAx6Pw9B3xuDTP3ZsaLiivyfSFA1dU8sJIRg+fDgWLVqE3377DZdddpnsfMuWLeHxeGSqo127duHgwYNo37697sgJYkdtwmcs7nA/+UT9uMslVUh9+6pPoI3VYw17JltslH+u0lMV85LDY/ZEY+WK0F4vNVFgKONkFtG0scpJzWanm3+3F/2GyFCWOasWSAXi5w5U+Q35/TTdI0dSxwkMKya3825XmVBt5YT1/ftpR4cRKSynk3rHYmXQDOcVfHm64w75OTucB7BvmHn9Ynn+5Zd0y7zDsXjm5sZW5keNkjxMsTokEKBOC1h+fvZZ6H2sDGZmWrOW1dat6setfAcFBfL6TItb4ebN6VY5+V8vfLhqjiJeeYUuL6AkVtfH/PeVlyc5T1CDlc39++k2FucBbdrQLXufa9dK57SsRcfyO9Z2/rvvYrtfINAl2AwbNgxz587FF198geTkZBw7dgzHjh1D7sUSXb58eTzwwAMYPXo0li1bho0bN2Lw4MFo3769quMAgfXwnQJp9Nr488J5NmPekC65hK5joNYQmCXYhDvHCxFDhkj7jRrRrdmO+Vje8oJNpDgxpk83tvDYddfREbponu6U+WS2Vzj++Wp5qkyz2029ZB0+bG48gPCCtlWwb0iZRuaKdvJk+bpNrMNhhF9+oZ20P/6QH2fudQGpAx1t0chY6NmTumxnRPoO9+2j15spaF1zjZQH/BxYqxdjHDMGGD9eqi/Zwpgsr1n4zDuc00nXklJ6zdPLv/9Kq7yzOsTnC3W5rYSvb+K5UKWZKAUbLeliayrF6iFMS7hWCHV8uHl54dctAkLroVjSvP7itBhWzi76hgIATJsW/X62hk6secI8+917rz0DF4Lihy7BZvr06cjKykKnTp1QvXr14O/rr78OXjN58mTceuut6NWrF6699lpUq1YNC+OxypUgBFZhmqVFOHwYmDWL7ufl0VFdZhJmt2BTujRQXZrnKet0XH453X/jjdjCZ7CKV5mfyk5FOMHm0UeNrW/jdtOKPtr74zUGAFC+vP6wIsE3nsoF84BQwevtt+lIe6dO5sZDCwcPWrMSvDKNrNwD8saYlT0jDBkCbNlCF0TkqVlT2mcdaCvXq9q1C1i3TvofSVBmZcPMPPd46FpBgLkLEEZjxQpgzx7pP8tjvqO5Y4e073RK6xnFItjw2u//+z+a/++8I6//1OpSMwUbZYcyNTW8u2MrtYX5+fLypqVcsXnJsZZBLQNC7D2buVSf0t1zJO2f8j0bdffN36d8nzffLJm8hWPKFNoW8G66jcLSFElTJRBEQrcpmtpv0KBBwWuSkpIwdepUZGZm4sKFC1i4cGHY+TUC6ylXjo4iA1Jn2qxOR40aAHv1n30GnDxJtRG33ipVjvy6G2YKNqwT+fvvdHv//bQTqAxr4UJptXK1+UFGUJr/sLiwTgUb0TXbFM3ppB3HaBqbfv3MC1ONmTOlfbVFCpVp/uknYNmy2MJkU0kPHw6f/lWrQo/Vri0t5GkGrLNTr578ODMD4q+JFaaZ4RzRoGFDKX/XrQPYVMZoZcIohIRqFyOlL5z2MpbwAakD2agR8P77oeetwOuVFh4GpAUree1Yw4bSfmKi1AmNxRSNF2zefRfYvJmuzfT885Hv4+ubWMuDMl+vuCJ8u2FWvapGQYG8LCkcrqrCrjdTYxOOMmVoXjEzLjPg27lAQF+7aTTNvPmXUrCZMgVo2jTy/e3a0frKDE0he4YZQpKgZGJRcygoTJQvTysItsCXmYt4MVhlePfddHI7axQ6d5auibWx5StcppVgCzG63XI7YL6CXb6cbs1ogE+fDo0PSxcLk3UuzpwJL9gYaQBcLm2CjdVEs7e2In5OJzXr2rRJ//PvuCO2Mn/8uPTe2cgmM29k8KuimyXYsM78yZOh506coIsgsnKkpi0yA7W0REofi49ZdUz16sCff0p5UbmytACt1eZWbAFa1qFnjkfUzP5OnQK6dJHiaYbGhn/vDRsCL70U+T6+DJqZN4MGUdO3cJoZtfmMsfDyy9J+fr5UloYMiWyWxWDvyw6NDcPM/ObzWa82bNQoY2Hy8VeGGa2+XbmSavPYfWbVQcXFnFJgP0KwKSFEqrisoEEDakZxzz3qcTACH2+9auq6dekKzrHCV9pKwUY5upyZaY3GxkqzIy3UqiXtqzViLhc1X1AS6/s/c4ZuwzW0kRrUWDo51apJnbddu9SvCWeKFgvsPVeqJB1jz1aaGyqFa7NQ69xpqT+MmsQwvF7ghReoUHnmTHhBwcoRXTZXxueTaynVOteVKjGvjPR/LIKN0wns3SuVOf57YyQnh5qz8lpDM03RXC5pno8aTz9N5yKZxQsvSPu8YMPeRTQqVaKWAnZobBh8fvfoIZ+fohelxiYavNbwr7+MhcmXV2UeRxNsrr5aKh9mamycTqGxERhDCDYlBL6CaNXK+vBq1qReY7p1o0IFYK5gE63jIHcLTCeZX399bOErn8saHWWHlu90GumEh4NpLYx0Gs1sILi1tVRxOoHvvwc6yNdnNRwHls8t6dp4UcvRnj2hpkCxCvMsDp98Imk+lc832xSNCTZ8WQ+Xh1YJu2rhRcp/fn5ZLEyYII3cU7fO+uJhBkyw8fvl4UfKazNM0ZiXR0a4OoSfawXI42mmKZrLBdx5J/Dtt+rXOhzAE09EfoZReFM0rYLN+vVU+DQymJGTA3TtSsvfo4/SYy1aSOd5j4Q8yrJYoYJxr2z8u+fWSQwLP88LoOnOyNAXJl++lfPYtHxnLhcd9OGmWxtGqYUWCPQiik4Jgblrtcr1buvW1M5WjVjMI3w+qaMYbfIsT7ly0v5NN1EvQ+PG6Q8/EqzhVgo2/IRjMytnlmYjDbaZgg2bswRQ8xyF13c4nfJOSKwT3PWaRlx+eehorVnzyk6eBO67L/S4FRobtXSGE5qs6uQrw3O7gblzw1/P4vHxx3R75ZXGRs4zM0PDtRufj84vWLZMe/hmmKI5HPL3qfXd8nNsVq82Hj4QKtjUrKmuhWWUKUO9uT3yiORkgJ8bZpQDByQBoWtXYPDg6Pds2EC98330kf7wypSh3gjHjpU8PvIuxsN5s2TviBc2Yx3IAajGUi/Ll0tOLLTCys306aGCjZY2zO0Gliyh37qZ9Z/Q2AiMIASbYg4htNJl6414PNaZovEqcZ5YOl233gpMmkT39Qg2jz0m7Y8eLXeRGwt8pR/O9S+PFSPpRjrpZrp85jU2DRtSsxkelmZ+HQT+uF6UHWOjArJZqGnMCJE6ALy7Z/68XthcDi33WjW6qSw3R48CFSuGv569m+XLgcaNqWmM0tGCFvhvnS46qn6dlR0flpbp07WXXTNM0UIX2NV2H681VGpLY0Fr2uvVo26B09Lo/yuuAC5ciC3s22+nZl0DBwK33ELr8nAwywDGW2/FFrZelOaBRsum30/TahQj9Swrr48+GioUa6lb+DBXrNAfPg8r7127xvYcQclFCDYlDLfb2ChQNE6eDLX7Z7DO0bRp+iv7ffukSbR8Zyfaeq98xyIlxbxKkl83JZzGhseKDqfWEXBemDOzA7h0aeTzyjRrEQAjoVUosWqOjRK1TivfqXz33dDzRtbwYeujsPVTgPibokUrz3wnnJmSHTigP1zeSQegnj6rTdH4tGoVVMwSbHiBUmsdwmtsqlY1Hj4QqrExihn1X0EB1aBEY+LE2MNSQ0s5U/PgZXQwye+XBjWMtFtGyh5/z733ys9pNUUzSk6OfLAsKwvo3ZsKykJjIzCCEGxKGNnZxlcDZ96IAOC//+Tn5s4FRoxQv89II81gGidALtjwTgm0wMLlzcSMwI/WKwWb1q3Dh6tk9mz9YbN80LrQKD8JN9YGwuulo/U7d0pe5sLBu79u2DD2hWF5oUTve1d7Rqww7ScP75FKTTtolilVuPdol8YmWjh8/GKJ06JF8v92LpDIMCLYsOtiiZfDIR+80CrA1ahB15vRc48W9HZa+bSbEY81a6KbUFesaP56XXpo1IjOQ+Lx+2l7q1fA4QUbpfdFLRipa2J9T7EINiNGAAMGSHF44AFaxwqvaAKjCMFGoJlt2+j26aelBpTRrl3oMUYsZlD83AUtE2rDwSrJxYuNx0WJUrBhbpCTk6VrwlX4Bw8aD3fzZm3X9ekj7cdqijZlCu04NWqk3buc30/zxEyNjZqHKIZdGht+vSQGX04Bap7He+4zYv6pvKdKFfsFG70ddD6fY4lTjx7G7zULPv5sP5q7YdYBj+V7czqN5ePHH9PFcAE6APHXX8Bvv2kP9/hx6roXkMc/FsHGDMHz8OHogs2xY+Y4h1FDSwe7Wzfg00/lxwIBuo6WnvXJjxyh88uYYGPkG1LGQwuxtg9qZWTnTm33njghr+v69JGcUQiNjcAIQrAp5vAaj1hhlc8bb+i7L5ZKk48/39jrSZPHIzUQ4SZ/RiMQoOGrNdrKxuf116V9M72i6Z2Eza96H2sDkZ0t7YdzeawGP9/EaEfXDFM0o5oeNdTWE2nXTj6XROlQwcg3oEy3clI5TzhvTbHC5kvwcYgEr9GMRbBRWytGidUjunxnbf9+ulVOrFbCOuAvvmg8XIeDdnD5/1pgbpkB6imrZ0/5OmLR6NiR/gB5OmMZjTejY5qbG708eDzWlQcta+eoEQgAZ8/Kna1E44YbqJMbll6taeK9kU2frj08RiRPm1rioKYl0qptKiiQv98mTeiCp0JjIzCKEGwEmjG6LoBZgs38+XT799/aKr3Jk+m2YUOpk2V05P6116ipgZrrXWUHrm/f6M/T2+D/+Sfw0090RPaXX/Tdy8JbudLYXA92vxHYytyAOaZoRuMRq5eoaHz1FZ3gzMN3Do1obJRl9fjx8KaU7drRTpTZsPltLG3Rvju+johFsFEboVdLn12maFo7t8r6gRdQtPLZZ9L+Aw8Yz0e9Zre8FzO+7L7/vrHwAfMEG6PePFmbYRSnU+6IRg+vvkq3etocVk+zeYxa332sc+wiCTZa3mEs4fPzEw8domsX6XGcIhAoEYKNQDP5+cbui9UUjXWmZsygW62VKO9+OtYV0Y8fp+ZjvNMCVukqO3ta1h3RW2GzxSlHjQJuvFHfvQDNxzvuMGamAKjHV8uaBbzGxgxTtEj5Vr68dZqLWDFDYxMJh8PaOQazZwNPPhk9f63U2CjTZ6fzAK0da/66TZtC15rRS5ky8VnPg3eXH23dKiVmm6L5fMYFGz0LVqrFtUoVbdpDHlYup0yhWz1tDosDc7ihR1sXC0bbdjPC9/uBb76h+0OG0EHEhAShsREYRwg2JQwjkxEZRis/ZYNx/rz2EWw1Uzq3W1ulx891YZ2DWFejVmu0ExJohczHj8ELZuGeo4VYXXQTQhsfo89Ri6+axx62WjqDrWkBxKaxYXkYKd+uvDKye1k98w0iYaSzZsYcGztRc4QxcWL0DmabNtJ+LJ0dq7y8RePrr6UFDzdskI5r1djwQoiRhXSVhKs/rCQQiN2rGsNuwYaVm3DzPSPBBh/4OYTVqul/jjLNevJArxdChtmCzQcfSPtayl8s6+Px9dySJXQrNDaCWBCCTQmAr5hi0Z5Esy8Ph7JySk4GZs3Sdu/586EVq8ulrbKtUEHaj1VjA9DRP94chqXL45EvBsd34LOyjIfHY4Zg43SaK9ioCSpKV+K8C/BYNDbsXkIiv0P2ntXMcL780lj4Sox8Q1ZrbMxmwwZj89Eee0yagxSLpkFrh8bsjs9jj1GPbB9+KD+uVSivVUta0NEMwZRfH8kuvvzSvHWvYhlIYxQUaO84M410pEVkw8HeMevkd+sGPPyw/ucoHdToKaPMHJAJ0rEItU8+qf1apWCjV1BRxpN3UR8Nte9EaGwEsSAEm2KOslK9+mrjzzIq2LBGsnZt6Riz3Y9GZmZoB0urYMObrrDOgdE0MP79V9oPZ6KhpRNkt8aGuSM2U7DRIqgwT3FAbM4DWCc/mmDD4B0nMJgpo1HY3KlLL9V/r9E5NvPm6bvHzI6+2kKjWtCiXYsGP2LMzzlRC8dMPB76XQ8dKj+uNS+qV5cWhjQqHNSpI+3HQ2PTv7955YhfsFIvvFctvZqLWAQzNg+xX7/QcmAErXnJe1GsWJEKyVrTrZZetrC1FpTtIhNsSpc2Zt575ZXar1WLO8sLobERGEEINiUE5h3n2muNuVLNyzO+sCez1960SQpbj1kbb1IGaB/5V+tU5+ZqDzcnR1q7R08Fy+L30kvmzLEhBLjrLu3XA/I1bNgzjAo2gYC60wEt74G31TfLeYCZLrujceyYtM8mERtZFVxvR4sJcE2b0v/KdV3CURhGOVkcjHYumTkKI1LZN7vj43arOym4+Wbtz4hFO3z6tOSBDTDXq6UezNLYGOWSS4AGDfTfx/KKDeDF4n2yf3/996qhNQ7KNlGPUBvr+1KGzUzBLlygQpZe9LSzam1SSkrhqMsERRMh2JQQ9HpZUcKPoOpl3brQsLWa2bjdofM2tGps1NCjscnMBKZNo/tsDR8taDH909PgTp2q/VrG+PGh4ekRbA4ckNw6r10rmXbUrStdo0Ww4UchYzFFY+6TCQl1pWwlf/8t7RuN/0036Rco33gDePfd2GzX4wX7zo12tv75R/15Sqzo+Ljd6nWEnrDYuzaiHebrxZSU0PWR7CJWT5bxgml5mClXLOkwa56X0fzQ8+5btdKuofn0UzrIyKMsq1ddpe7WXit65pcp68YyZczR+gpKLkKwKWEY7QzE0olgc134SlrraKZaZ9xIZ8+I8wC2/kC7duqryUfD4QBWrVI/p6fC5rUGRmG2+lob+v/7P+Chh+g+n//dukn70Rpd3o0nQDUt4fJDjbVr6dbnk7RvlSvTtVW++077c2KBH8k0qnFq1kx/ByszUx5mURq9ZHE1avao7FDa2bF3u/WNNqvB6hj2ztu21X4v3yHcs4d2OI2MmMeKWS76Y2XsWH3X8+ttAfHXPAHAmDH673nvPX3zqy69FBg9OvI127fTenPsWOCHH6Tj+/bR+p4nNRV4/nl9cebRI9Qr6wlWdopSnScoXAjBppij1sgYGQUxukgZj9Mpha1HsBkxQn6sbFn9lR4ThvQINmzi69q1xj0crV+vflzPOzh40FjYgKTdYKN/O3ZoC9vrlfKMz2vW0e7ZM/oznM7QRSW3btUW76VLJXfdPp/UQXnmGVoWb7tN23NiJdaFCm+4gQrFRjv5RVljw6dZz/ejzOdI37oVpmha3JhHewYAbNlCt0xjDUR2yJCTQ9eqYiQkAO+8Q9dIipW339Z3PV9P8uakWjEqjDLNsNER+xdflE9cjyTYrFghLaRq5UCJEUG5bt3Y3FyrcfQoFZaVfQLe9JHBm3FbjfId8XNXhcZGYAQh2Ag0odeXvxoulzRSFM0UzeejHXplJ6ddO+NxqV+fTu7VgrJCZa6C9XZQWYdu0CB99/HE4nqVacuGD6eN2f/+p81TG9+o8o0gex8LFmgLnwk3DEK0TeJftkwel3vvBfbutd8sh60nARjT2DgcNM+MjhwXBo1N9+76rlczRdMzMKJVgDSSJwcOSGa5sYQdiSuuoHFTznMD5AvWqp3jvXB5PPT7NUNj88QT+q7nBRu9K9kPGiTX7OrxDHnffXRrVLBJTpZ7YnzzzfDX/vmntPioXRrgcMyeLf/vcskXqjSDQIC2X7G4o9ZKw4bar2Vt6jPPyI8LjY3AKEKwKWGoaXC0rEbPOiaxVLTKOTbLl4d3C/nbb9SLGt/RaNCA3gMYq/TmztUu2Pzxh/pxvatIs87dnDm0Y24ENoHcCGwi9Dff0BE7gHZylO5slYTT2OidEO1whHbq+TV/wsHf4/PRDkssc2tSUowJl6NHU+9IgLFOr8NhzM02M4Fj78DIoqzxItY5NnryWW+nbP58oHfv8OeNmhsqiRQvrXE2ey0fLfU8g//O9da1jz8uubwGIud3NKw0JeNNvbQuP2CEFi2iXzN4sPx/Whrw4IPydaFixe+XBBu+LTY7j0ePlpwVRSvrK1dK60Zdc03oeaGxERhBCDYlDLWKIjU1ut95VhEadQGrxOulZjrhvD2xSed8416vXuyC1bhx2tbnWLhQ/r9jR7qNZR0cfuK9ES9rRti3T9pn9uc//yw3j1EjnGCTk6NvjQKjGhY+f3y+2Ducf/2lv+wwU0RW5u3U2DDzFRamEZerZqG3YxurVzQrNTalS0dexFXtHZs1ms9c3Ns17+Omm+T/9SxaOWwY0Lgx3TfyDfPvZulS42syWZlXal7Hrr/enGeXKkVdHnfuHDpRPxodO9L7J01S7+zrga9HAwHpp9SimwkhkqVCtPfHD/Yp34XDIQQbgTGEYFMC0DLHJlzDs3On3JTAqO3tvHnyjqXPF3mSKetMsk6OGZUcexabmB0JpQDDBK1YBBsePWlhGg4tI39aOHw4eqdwyRJqttOmjfxap1Nu6hENo2YPrEE8f54KZLEKNm63/s4V87DEwrZTY8PiWtTn2DRrpu/ezZut7cwkJ9O8DeeQQy2/+fW3tKK2jgfz7miXYMPKnNH8ZGZaRgRIpTCkNw52eMUihA7S8HNgzNKSNW5M88DIQJyZmjq+rPEaG35gy+w8LltWaiej1Xt8WuPh/U9QPBFFqZijtdIK1+lr3FhazRkw5h0MoOYISpMmQsKvjsw6GLx2gE9LLI2tloZDmR+sot6+XX+4auhpTFjDe/vt5oStlYYNQ50f6M33mjWNhc0a5NtuA+6+O3RtE70YEWwYbMFEIx2OK64wtn4Qu95scyQ7YGWkdGn9naYWLSRveFrQ+3w2YLJxo/p5tfw2MseFXxxYidWCzciR8nD0hLdhg7TP6uBYNTaA/vLPCza8pttMWJx4T2pmfW8eD813I4KNmR183l09P8eG10KaWR6//x7o1EnS2ER674GAfKBQmW6hsREYRQg2JQy+08BXKsoK6NAh4McfJa0Ka2jYJPpYYZ1M5lIZoAuAMjMRtQot1gqYVZxaGg6lZoZV1OnpscXhzBm6NeIQYPjw2MLWQ6NGkmaGd3mst9EN59Ht118j3/fxx3TLyoee+QFquN3GPJPVqSPlu960161LO9K8N0CtxEOw+eor6pr26adjew7LJyMLmQLAkSN0HZ9oxDK4Ee5etXds5B0o71GaBEXCyALKPGxhST2CDdNg8SaPaqaoWlHmo9G6mxBzPHKqoWYuxdKsXEtJD/370/qGEG0aV2W9FKtgwwuCV10lDycQsNZ5QGIiLfu8YPPbb+rzS2fOlM97FM4CBGYhBJsSxokT1DPZ+vV0deeVK+lxZeX63XeSS90FC+ikWwCoUcOceCgFh/nzgWuvlTo00QSbWBpbre6OeXw+betRtGpFt1u3yj0DMdhEWj1rW8RCpFXbtXLdddK+Hm83keDXUVCDjaKyd2VU28JwuYw9o0YNyfxSb4ejXDmqtVBzoBAN9j3y5bxDB33P0MvddwOvvw5MnCg/rvdbGzCATgh2OIyZbubkaHeYYdTESQ9GBBt+YVpA/v5zc6X5NkCo0P744/rD42F5wvJQS9k7coRu+bTGItgo74kWB+V75DU2VnV4mSt3vu1j6a9f3/hz2fzE7GwpjPHjJdNWns8/D10I8847jYcN0DxjWjseO7yisTmFvCnaffcBn30mXXPFFdS8nQ3yMYTGRmAWQrApAfANA3P/O2UK1Y6wEXG1RbJYY/T779rd+2pF2eHp04ceizTKaMQUje8kKBfO0xM/r1fqrCQl0XxcsSL0Pma6deWV6o4WWH4bGcE0Mr/pq6+kSfB6UdNwKL33RCPcaOu772q7n5kMGVnFncftphpIvfALijqd+hwn/P47dWEai8aG5+67zXX/qiQhQd2EipniaaVcOUkAvvRS6Xi0Mn/6NN0WFGgb6Tajw804fJiamfKmtlOm0K2REfRvvpH/59//9OnykXTlpP5YHUWwfE5JoYNTWuoappXlBZtAgJZ/Ix751ASbggL6TSg5f57m8Zdfhp5Tm+CvFd6sDgB++UXe4Wdp5gc8zNCQ5ubSNuLAAWkA58UX1c2up0wJrZeGDTMe9pgxtKxNnix5c2QwxwGsbZs1i1og8AJGtEU+o8HmFCrn2PDlPyODDl4oyyV7z126xBYHgUAINsUcvkKpUgWoVYvuf/GF/LzaiJmVoyV8Y6IWB7XGmD+mtbPBOicA0KQJ3a5eHf0+5ei4zyd1OFwuKrQwT2nhUIujVle4BQWh3tuMdmrVGmt+ETS1dSYcDnXhQ2/DH8kkRw+xmme43XKzRx6vF3jlFW1x0OM4oVw5Ktg5ncY1Nnbh99MypywLs2ZpF0LV4BecjGZ++PnndMt75DN7Pkq4Vc0nTqTaTb68XncdcPnlxgSN5GT5fz4dBQXy70/JJZfoDy9cWIRomxfJ6mM+/S1aAO3bh6ZFC8rvPBCg8z2Y17Fjx6SwmIBxzz3S9bzGxui3r3zHXbvSBU8PHaL/2WAJ70bejIGD115TXxBVrf6JRXBTo0oVydkFyzc2L5Q5D2DxuP9+KkQw00XA+BxaBhNsmCnaypWSNlB5nfLbZvFlTjaExkZgFCHYlCDURo6VGpKzZ9UrIrPhNSK8YEMIrYjVOjRsTRaAeuviXRlrgVWcWtZVUJqDeL2S9kFrY6R2DWvMo3XYxo+P3daeodYx4FdXZ1o8nnDp0+udTFne9CzWx5OSYuw+RqTOUXY28Pzz0Z9htANipIGO1fROLzNnqh93u2PreDkcwGOP0f1oZZ4Jc3l5VLDZsyd62GaZop04EdqpdbloHMxYhV0Zz0iCq9r3GEtYWmDx4U3oYnnvau0Mf0xtxF6NWDr+4e4bMoSaAjIBh8eMOrdxY3VTtnBWCHy+xOog5rHHpAEEVuc1bUrN4JgpmpUoNTZsMWZleahePbz5ofCOJogVUYRKEJE6WKzSHTfOuCcrPbA1EkaNksfptddoRawWT960wOnUbyKjBeatTe04E0oefti4YKNVY5OVRSddBgLAI49ED0tvPIwSq6nGuHH23qcFtcZeaYp4223GRq4BYxqb664Dpk0zFp4ReJe3PGaY5vTqRbfRhGKWR/n59NrLL498fSymaPy9a9dSMyilzb9VbnfV/vOYpbEhRNvgDyHS+2cLGMe6IGy4ATQ11L4/pjGPRWPDww8ULFkC3HsvNU1Tolz7x0yYKRgfF2W+xOoBzumUvjM+3xo1kpwHRCJWt/pKjQ37hrQ4A2LxZV4IhcZGYBQh2JQAwplfAFLFwSqZSNeaafvK1OGTJ8sbYoZdaz0oqV9ffUG+vXulSr9MGW2dKrUGWZnffn/omhrnzkmaDStH2SJpBfR4jYqEWQ2Tld7B1MqacvT+u++Mm2kYEWwcDmnUlzmksIr588O/bzPy/dpr6TY3l5qmHT2qfh0r51rn2AD6y5da+V22jG6VYfJugGNFT0df6XhAL61bS/ta3NMvWgR07y4/FmsHV5neQ4eA//s/9WuV9dDVV0tzOs1yHvC//8n/Hz+ufl1KitwywEwIod8T7xxAqbExcxBKzTNdtLYk1rLHnAcUFNB91rapfadKLTlL+5tvyv8LBHrRLdj88ccf6NGjB2rUqAGHw4Fvv/1Wdp4QghdeeAHVq1dHqVKl0KVLF2RkZJgVX0EMqI2AhJusr1apPPdc7HFgI4i86Uuk0ZwGDWIPU43bbgN27Qo9vm+fNIlZOamXNfZaG1u1a5T5/d130igpY8QIYO5cKaxYhbxwnb9IK6qHu0dvY6PsIMVjBI73QKWGHeYZetMdCEhChXItIbPp0yf8uVg7uDyPP0470Gx+X0aG3A2sEcFGD336AH/9Rff5csw61sqOoJnmgEqPjsoyZ+Z3kZBA6xSt3yqr73i0zDmLhDI9f/8dfi0qZV7wgwqBgHGNDa/RV8aHLSugRqQ1iGKBlQHe1JsdYw5ezDTDUj6LzbEJx4oVsXte5E3RCNE2nxWgwgyLL+9wRmhsBEbQ/RlduHABV111FaZOnap6/s0338S7776LDz74AGvXrkWZMmXQtWtX5MXq1khgCOVoUDRTtHnzwj/LjPUE1DpKbORGTWMzeXLsYaqxeHHoGivM5trno8KF0ksPP3ptVLBRamzUPgveaQAh1nW81crCgQN0lI1fuyYWevSQj9AbbaiM3lexYvT5OVbPZzHqPEDZMendW918xgzC5a+ZmjJWjlm6hg+nXuOU5w8dssYr2vz5dM6M8l72/pXPM1NTplwXRflNm62hzslR98qYnU1dcfOoaSj4CfVG0KOhUn5//LuPRWNzySXSnBnlt2TEDXmssDzg03f2LJ3/MmgQNUOzWmMT6T107Ai0bEnbRqMo59gwotXfTz0VmnahsREYRbdgc/PNN+OVV17BnSrO1gkhmDJlCp577jncfvvtuPLKK/Hpp5/iyJEjIZodgf18+ildYwIAbr6ZbpUdbTaaNHRo6P1mjJ6oCTZM9cyjZp5mNkoTMOaa1u+nnpCUK47znnq0oDb6xkYKWfrURg6VXo2sMstTi1+dOsCzz4YKNo8+aiwMtxuoVk36ryXvzDIFufdeyRMeY98+anrDw3esCgrM7/QYEWx4jQ2jalX5mkJmwnsv4zFTsGEj8crviHmQ4k1TtGqKjNYPkTQ2rMyYmfZPPgk9xgs3Pp9cAO/ZM7bwwgk2n30GNGsmP6a2IGusGrNogg3/XynkmSXY8CifweaA2AnLEz59hw7Rd8UGf+JtilaqFHDrrcbDVM6x0YNa3ITGRmAEEw0NgH379uHYsWPowk3GKF++PNq2bYvVq1ejn9KxOoD8/HzkK3pRHo8Hbq5lczqdcLlc8Pv9CHA1osvlgtPphM/nA+G+gGjHvYqeCwvLpxg6Cnfc4/EgEAjAz32JDocDbrdb83H70uS/6LueoGNHdtwR7Mj06kUAOPDRR0CLFgFEknW9Xh+8XmJCmtRbTXqO1uysovd6feCLKSEkpvfEhz1gANCvH803h8MRDKegwH+xYx+QXe/30/y5/HIf2rVzAXBEfE8+X2hat21j6fLD6w3goYc8F/9L78/vd4G9h4ICL3w++t/r9Roqey6XlK9yaBwAD7xeL1wuGk5+fgD5+Q7ZPWziPB9Pfd9T6Dtn9ynTtHWr9C4YNWp44fXq+566d3fg7FknAOfFuLjx3Xd+jBnjxIULJPiecnLoe6pZk6BtW6BSJXleeb3emOqIQMABr5d2XrXWERcuOC826vrqCJZWPXUE4MDSpeplJDGRfvPKNEWKu/pxDw4fpmFQUyw/CHGAEOCJJ5zo109e9yQkeC867AifVoeDHmfxi/Q+WL3HvmF2n8fjgd/P4kUQCBAEAqzsB+D1Gq/L+TJ/6aV+AFRSYvXcmTM+JCfTspeX50ViIo2j1+vFV19JAraRste+PcFll/nx1lsOPPmkJKH5/QE4nQ6sWOFHcjJBkybyb42WEQ9KlaLxNdo+eb3y57Lvj4Xh90tppa6vpbxyu8nFeh+48UbHxTi6DJU92vb5L75TKT4FBfQduFwEfr9U7tXqN+P9CHmdx9bkcrtpuTp4UDr/6acEp087cOgQLZ9m9SN4Cgr88PmcKF/eEdY7ZWx9I89FwSyAggJ5+wFAVhfwNG1K3ze9xw2/3w+Xy4VAgPVdArI0if5eyU2TR+OIi6mCzbGLQ+BVq1aVHa9atWrwnJIJEyZg/PjxsmMjRoxAd242Y2pqKpo0aYKdO3fiEOejMS0tDWlpadiyZQtOnToVPN6kSROkpqZizZo1OM8tGNCqVSukpKRg+fLlsszq0KEDkpKSkJ6eLotH586dkZeXh5UrVwaPud1udOnSBZmZmdjAuekqW7YsOnbsiCNHjmA7N2MzJSUFrVq1wt69e7F7927b07R9+98AHEhPPxpMk7yzTiufjz8GXnstE0B4u52srHSkp5OY0rR//1kA6l4ITp4MgDX+r70G3HDDURw5sgeAtGCMz+eL6T0B3WT3smelpKQAoLYnu3b9iyNHSmP9+v0ApCHyo0ePAqiJ1NSlePnlNACR39PevT4AnVTT+u+/u5Gevi8YHz5NR460AECd+S9btgyHDzcBUAPLly83VPb8/nwAobNCDx8+hPT0nQC6IT09HW+/3RFAWZw4cRbnzyeDLyfMDJGPp77vSZ7v7FmbN1fF8OHNkZ8vpemff8oDaK/Ir3T8+6++76liRaBNG+k9Aa2wZ88/KChohCNHjgTfE82yjjhyxIG///bh8svl1WJ6enpMdcTOnTWQmOhHjRoXNNcRr7zSDY0a7UGHDnV11RGA/joC8ISMlt5zjxc33/wnfL58pKebUe91Q14erWucTmDnzp04fboa8vO9AKrjv/8OAJDsn/7+Ox1//x253gNSsGPHTqSnHw5Jk9p7Ajw4cuQwgEuxZctmeDxZ6NKlCy5cyAVQGgUF2Th1Kh8XLpQFUBrHjh3B338br8uBbpg/n5oQ7t2bAYBOGDx37hyAclizZgPmzasI4AosXfo7gBsAuExpnxYsOI0NGzbgwIFLATQOnj9zJhtAMh544ALS0rLx0kvHweo9gH3f3bBz586Y2qcdO1LhcDTGW2+dx4YNydi5818AjYJhpKRcA6AM0tPT8dBDHcHXNYGAVMcnJwOXXOIGYKzsnTpVDunpm7B1q1S/A0BOjh+AGx6P/6KQxadfPU0M7fVeaJ0HANnZmfjqq38wYIDUrp0+7UDZsgU4deosgCqm9COczjRZuDt3/ovz52vB41FR5V0klrIHdIPTCZw/fxYHD8rNHQgBlyZ5vixcuAfp6buxdWtFAG2CZS8jIwOHDpVBevrfwTSJ/l7JTlO3burfVAgkBgCQRYsWBf+vXLmSACBHjhyRXdenTx/St29f1Wfk5eWRrKws2S8nJ4cUFBQEfz6fjxBCiM/nkx33+/2EEEK8Xq+u4/yxgoICEggESCAQ0HycEEL8fr/smNfr1XXcrjR9+qmXfPqpV3Zc8sUi/+3b5w97DiCmpOn06YKIYfC/t9/2ka1b5dfH+p4ipYkdmzzZRx56yEf27pVff/fd/uA9Wt6T8n72S0sLkFde8cniwz+jZUvpPWRlFZC+ff3km2+8hstehw7q73zRIikOfFx69vSTrl3lZWH8+NB46vmewpUngJBff5XHffVq+i6uucbcsgcQ8sEHdMsfX7tWil/duqF5FWsdMWuWl3z+uVdXHQEQsnq1/jqiRw/9dYTau5kwwdx6j3/2e+/RNHXu7Ce9e9Nytm6dPyTPo6X188+JrG6L9p4AQoYM8RGAkJ9+kr6nJ5+k58aO9ZFbbvGT+vUDwTKiJa3hyh5AyM6dND29eknpe+EF+vwjR7yqea+1jGkpezNmyMOYNInGo3HjABk2zCer9/hvMtb2aepUH3E6A8Tv95PHH5e+OxbGX38FQuod9uvVy7yyd8st9Nz336vndaVKgbB5H2s/Ily71r27n2zfLj8/bJiPXH21n9x3n9+0fsTw4fJw33zTR/r3D5Bq1dTjpbUuD3e8VKkA2baNkF27QvsRY8eq1wX8d7ZkiVdW9g4d8pEHH/SF5Lvo75XcNGnFVI1NtYvG9MePH0d1ztXT8ePH0Uxp2HuRxMREJGqcle5yuS6aW8jhzda0HA+nztJz3Ol0hqh6jRy3Ok3seuWExTvvlNycMvLzw5uhjR4dGoaRNOlZxdvtdiEhQf4ch8NhynuKfI8Lfj9QurRLcdwZck+k9xRuFWu324HnnnPJTETkz+Sv9YAQ4NZbncF3qL+MqRtuX7jggsdD45CX5wk6l3A6nSGujZntt1p+6f2elOep5yMp7izfvv9eWtPDjLIH4KK5j/Qu3W63zK6dmqxQKlWiHqP4sI2UPY+HzteQ1pfQ9v6oSaL1dYQaR4+qf2dm1HvUJazr4nl6bMsW+TXKsNXS5HDQ42rJCpdWh8MVfJ50CX3n69e78OuvwLp1dAFgM+pyVrYWLHByxxwXr7e+fVJ+x4EAjYfX60CpUi5ZXTN2rPQslg6jZc/pZPMtHHA6AaeTNyf2cBPpQ+N+zTXmlb1du4DcXKfMIQtA10rbtg0oU8Yh8wqnFm4s/YguXYClS+XnExKcSEyUx7dtWxe2bJG+BzPKnvIyQlwIBCLPX4ul7F24QN/53r2h8WPtijLuP/8sHWffCl/2HA4E2yiG6O+JNEXD1HVsLrvsMlSrVk2mOsrOzsbatWvRvn37CHcK7KRMGf2rW5vh6hnQ5z7WTNeXesjNpZW0csVxQoBOnbQ/J9xEUOaZKZznMd7UlBD1ieR6CBeP/v2B99+n+199RcMCqIvOVavoPlvXwAoPNSydyonFZcpQ18CxrsCupE8f9fKndMXLMMsrlhHnAYD0PuKBlR6J2LPT02MPx2geyYVZuj1xgm75dWBioXbtyK6D7VirSzlmyNYPy88PXbOEOU8xA0LAdVTlaV27Nvwk9gceoN++WezeDXz+OaCc3svixnwgWeFtcPRoauKtpKAgtNzWrUvrCTO/eTVPcNEEm1hgearWbrN0ffON/HiNGtK+skwIr2gCo+juOp4/fx5btmy5aLNOHQZs2bIFBw8ehMPhwMiRI/HKK6/g+++/x7Zt2zBgwADUqFEDd9xxh8lRF2hFWUG4XHQNCSWBANCihfxYu3Z0G+tq2AxlpRpJUIiXYPPss7QDwGuXNm403ugoV5NmHfr+/dWvVxNsYsmLSA3EiBF0yzcqhw9LC9jxWqdJk4zHQQ3WmVDzmGSGa3ElTmd0wYbHrIbVTsHGrI6Rld8eH0dlvujxBqbn/fz9d/hz4dbyipX9++UeAZXhWe1mHAgVXl56iW7z8kK/sYEDrYmDsvyrrePDUNaVdtGlS6gb7FiZNEm+lg7jxx9DB7Wuvprmi5llUPkNZ2fTfFerA6++2rpwAembv+uu8PcJr2gCs9DdfG3YsAHNmzdH8+bNAQCjR49G8+bN8cILLwAAnn76aYwYMQIPPfQQWrdujfPnz2PJkiUXJ6kK7EatYnA41FekHjUqtFJq1EgSbsxA2RmJVHExc4Z48L//yfOCCXx64sMaqXD3hFsvgHeVSYj6miZmE87FMev8OBx0BNJMWEOmJthY8d6XLwfOnAk9rnSvrXY8Fows0KmMix08+aS0b3Z5mzhR2mce4gCqteGxarkzpqlg8OWLlUOz1m6KBvvW7BBs2Pc7YABwxRXScaVg8+KL0GUmHA2+zCsFm2HDgP/+C3+f2cj8OVwkL48u1sqsXBwOoGFD88MOhx3vXvkNv/kmfQ9qlj2//25euOy9a3mXkdx+C42NwCi6m69OnTqBEBLymz17NgBqP/zSSy/h2LFjyMvLw9KlS3EFX6MKCi3btoVWhuPGAbNmWRNevXq0s6mELXlktEMYiXAdNs5JR1h48wothIt7tM/BTo0NQ9nxY1hpiqYUbFatovGg9tjSdWaVgWPH1Ndr4RtUvqE1q6OrV2PDBFsj6Y7lPfHrqJgt2PDPq1RJ+t4yM+XX6dUMa80j1mn/6KPQ+1gns1IlulCgnucagYVnp8Zmzhz5mk5ZWQg7B9AseMGGz8+//gJ69VK/x4p65rXXQo/9+y/VXCxYYH54SipVCj2m9u7Nbu/UvmGfT92s2cqFeIHw6eLrXqGxEZhFnIx9BIWRI0dCzRNq1QIaNDA3HNbJY2YR4c47neaOIgLAyy/L/2dkAHffDfzxR/h7mGZFbyUbbuSqXr3Qa7t3l2z8lYKNmY39u++qH2dzapRY2flhjTt73x060BF8XpCzeh5Cbi6webP0n3/HNWtKQnYs6BVsmJmonY16gwZyExWzBRu+DGdlqXfsRowA7rnH2DOjoTS/4fOWfW95eQDn88YyWNqZuaeV8PW5Mr/4b7tyZXPD5YUZpzNUgI10n124XHTBXqtR+47DCTZWmqIBtKyrHTcz39UW11ZbhJu/FgBuuAH49Vfpv9DYCIwiBJsSgJ4KQjlh3gocDjoxPNzEWjbC5XTSCbhmrhI9fLj8/969dOJ8pA48q6CVmoRosEq7Zk2gfv3w1zkcVJPABBveTMOMzi17/6++Ks2pURIuj5WrxZtJ3750yzdugYBcsLGqcdu9G/juO2DJEmDkSOk4n98JCcDtt8celt6RWJZmOwWbOnXkJipWamxGjAgdnf37b2DNGv3P1ZpHSsFmxw6gc2fq/eyHH+ix/Hx1M51YOXhQ/p8JUlbNaeFp1Aj44gu6r/yWWFpvvhkYOtTccPky/8orVPOvRiQTQauxahK9Fq67LvSY2Rqb118PPVZQQNvX6tWB5583LyweNcEm2rUA7RNwa7trfoZAoCSOn7agMMKrpGfMsC6cw4fDa2PY6KHkYphu/+//Yg833FSvSIINX1EbGSVesoTuh2tII1XeZlbskbRf4cyueBt0q5g8WTKDUgo2VrFgAR1F/OQT+XEzhWiGXo0Ny+urrjI/LuHweq3V2Cifpxyxfvdd/WXdSJls04a6c1bzvGWVYKM08/n3X/PDCEfp0lQjDYTmF3snbre1GjrmNl2NCxfC32c1bjft/D/7rLXhEEK10fxalmr1zPjx1jhN4fF6qUOL336j/19+2XyHDWkX1wWtU4e2q7t2hb82nBMJQGhsBMYRGptiTqTOQrlyke+1spItXTp8xcWOKwUBMyZ3JiSoe/fSKtjoITWVrhmUmKjNhpmQ0En8ZmpsInXawgk27B08/HDs8QjHn39Kk8iZYGNFo1azprqXIh7ePCheXtECAWqWUbFi9GvNwuu1T2MDhHZo9Ew4jgXlui4Mh8M+wYaZ26g57Fi/3vzwGVodtxjRnCm58krgkUfo/g03hL/uwQfl/60c0FA+2+Uy3wRPjTNngAMH1M/xXgCvuYYK3lZSUBBaHpOTzQ2DmSGGm0fFE61eFBobgRGEYFOCads29BjfqNkxuVUN1gCZOaGRh5l88UQaOWLxMTLfJdI6Fkry86XODpvzYkbFzjQ1kYS3SKZonTvH7u472toUTIAKBICFC6mwYzZPPy3lxd690d+nWR7q9ZqYBAKA3ct+5eXZN8cGCF+3GJ3HpvW6cB2pr7+2TrAJp6lVmqgB5q2dpIbyHQQC1Dum0jujWruglzZtgGnT6H6kevx//6Nb5lDFzjk2brf580fDEc7EOxBQb4+sQk2wsaqdjcTTT9Ot0NgIrEAINgIZp06p79tJOI2NmSPoSjp2VL/26FHg1lvNjUO4Z7z1ltTxYgKRGYLN3LmRwwXCa2zuvdcc+/spUyKfZ41rIEDzQblatxm43ZLgyLxjReK228wJ14jGxs5GvWpVap5lpWCjnCiv7NAYESiMeCgM15HyeOzT2CgxQ5DQgvKdPvRQ6IKJVqCl42z1nDq1Z7vd5q7fEo4WLeQeB5VxsEpr1LVr6LH8/ND3EQ8B4o03gDFjJLO1cAiNjcAIQrApAYSruKJ5vJo61fy4aEFNY/Pdd6ETC42ipyKvVk2KR+XKQJUq5sRBja+/DnWBbEbFzoQkI4LNsGFA796xx0GJ0okDr7F5/HHgmWfMD9Pvj2zvbRV6BRuzPeFFg2mx+O/NbMFGaXal1Nhcey010dKbbr3fR7j1mpKS6DdgxYTyaM+0a1FKtby1ek4HoK0sMbNLs8s9P0lfWVZYed+zx9wwlbz/fniNtdoCrmbB8pLPg5ycUMHGKs+XSk218pt/7bXIXgiFxkZgFOE8oJgTqeGP1qjZvQp06dK04lXT2Jg1eg7IG1o9laeRCc5qRHoGs7GPZS2TcERKq5op2qRJ1jUul18u/88aW0KoB7mqVc0Pc/FiuTtRIHz6ws3FMIJeUzS93veU9+pFba0iqzsVSvOb/Hya52fPan+GEY1NNMEmHhobu9auVssvOzyDhUt/xYqSG2hW3s0WqAcPltZKUw4usLQr6yKzad8e2Lkz9PiQIdRxilWwMr9okSQ45uXJ30f//uHn/8SKst4z4oVNaGwERhAamxJMON/yAFURMxtpK+nfX9pnDS/bWmX7a7TT5vFYv6gda4TNrtC3b5fcK6uhJtiMHm1uHCLB3rXfb50plrITd+ZMeNMks9eTKMymaExjY+X8BmV5PnAA6NZN+p+XZ41QwXPttfI1i3iYcBEPwcYOrQmgLtRVrSpfuNMKwqWf/x6Vdb/VYSvDtxq1dPn99sSBnx+ZmyvPEzu1w/v367teaGwERhGCTQnlySeph6hwtr9ffilN6LQStVWZeTekVlCYK0wmYLRoQSevmyXgNG4c2ftNOFM0q1Czdwdop96qxlat0/rLL+rXxlOwiUVjYyTfmGBjpcZGWY5feIG6QWcwMzArnQdESpOVgk20eswujY3afJrERGDsWGvDDSdcKN9Hw4ZAv37mhh3JfXs8Js1PnCjth9MemoXat6Em2NjlsOGrr/TfIzQ2AiMIwaYEoNagT5xIKzi1hvzwYaBlS+vjBUQetbOq4eErcmWH0+qV7qPBGjuHg87pISTUa5EVWLF+SySUZZI3RbOqsVXrYIYL5/rrzQvXiFe0eGhs7BRslOYvTLDR09nTG8dIZYrlwaZN+p4Za7hA+DVe7MCOEftw9Tira5s0odqLNm3Md3GelRV6jJmj2inYsDzu2ZMuAwDER7DJy6NzfhhW1jV//QVkZBi/vzAPQAoKN2KOTQlHrbNXo4Z94fOCFavI7NTYKCv/eFemvIBh9krUkcjJsScchjKf166lWyvXsVET4sOZW77wgnnhFnbnAUxjwMraTz+Z7wY3Wjlm7qb1upg3W2MTDxf3W7bYHyYjELDeHCqcAMHquvx86+LBf/N9+wJvv03XswLsdS3Nt22sLoiHYKN2jVV1Da+RNYrQ2AiMIDQ2xZxoFYPVdu3RUBNsrNbY1K0L1KtH99U6nI89Zt9o3r33yv/znujsFGzsRtmYzplDt36/dY2tno6TmfluZI6NnZ0ufp2mCxfo3JdoC5kaIZIHqIMHpTlsZcqYH7ZWwSYehFvjxGxq1AhdLNOOsla/vvpx9k3k5VEX7489Zn7Y/DuvVk0SauyGF2zYvD6rteRMCxkJu+saPcR7kFFQdCmkRVpgF3ZOoFSDCTZ33x2qsbGqwr33XmDHDro/aFDo+bQ0+/Il3BwnoPgKNldeGV5DZOUcm3iVdSNe0exs1FncCDHXG5wyjGj573bTNaOOHNH2TL15xK7v0CH0HBNs7r5b3zPNwApBTo1AINRRgR0d28GD1dPIe6rr0IHWC2YTCNB3m5NDtTXxhhdsrNbYVKoUfaHfsmWBcuWsjUcsFMf2T2A9QrApAUTqAFgxSqYHtkBZixbSMas85PAwjUy8FiFlqK1vwFZlBopnxb5pk2TqtW2b/Fx2Nm34rehs6dFOmjnHzE7nAYW1vAQC0fPf7abp1tPR0mOKxtbMUHs+6/CzNZ/sxOx5JeEghDqEGTVKOmaHYONyqXfio7ngNgM2SFCqVHycBShxuewTbJT1yP33h17z/vvAp59aGw+jCI2NwChCsCnh3Hor3UbSHFiJx0MreJ+PmsEA9qjGI1Wa110HTJhgXdh8Z0xtwU/WABdXjY3TKTXqSnfLY8ZQc7x4a2zMNE0q7O6eWVhWl7VoHUu9GjW9eVSrFt2qvQsWN6vqnqeekv9v2lTaN2vh4WgEArS+GTdOOmaHVyyXS33ukh1zTQqLqRWr55xOScC3WrDh0+7xqA/WlC5tn8bQCMWx/RNYTyH45AVWEq1iYJ0JtQXE7IB5QpozR2r84j1Sc+WV8lFNs+E7VmqNrl2CjdVr8oTD4ZDSrbaOTEaGNWVgyBDzn6kFO03RYsk3K0e0CYn+fCPz/fRobCLdw+Jm19pZ48fT7YgRwAMPWBs24+RJ+XpBLVva0/EPJ9iz5QSys60L2+5BgnDwZtbMOY/VHjiVaS8sQoLWuUWF4b0JiiZCsCnhMMEmXpNnPR4q0OTmSsdYQ2t3xXbbbfaEwzownTtHXg3casEmUoemQgXzw2PzmgApD8J5obLi3TOHEeHgV+g2EzudB8RSXqwWbJRpatuWblndY+UcKF5YVMsjq+f1hXNv/uCD9NzatcAzz1gTNs8330j5XKOGPR1/Pk+//ZZu27cHevWyNlzA/vlqkeIByOsCqwWbxo0lE+94aP+ZwK5EzwBGYRHGBEULIdiUACJV7KyRi9fE6lq1gObN5Y1fvBoiu0wWXC7aoSlbVj2tdmls1LQljPR088Nr2BBo1YruR9LYANakW0vH/fRp88Mu7O6eGVYLNsryzOb3zZtHt1aborHrIwmOVuV7uAVp2YT5Nm2AV1+1JmyexER5PtuhseHTzsrY6tX21Ld2LkAZLR6AvYLNmDHA5Ml0n//2+vSxNlzGjBnSumRGKAwCqaBoUgg+eUE84TU28+fbH36PHqGNXLwaIrsmlxICvPMOMHeueuX9xx90a7Vgw2y8P/449JxV72D9erpl6Q6nsbFiPZFo79eqvBamaOppYuGxRRSNDK4YNUVzOtXnHFhZBgoDpUrRtP/8M42T3XNQKlWS9u0It7CYorFy5XLZJ9jwOJ1SHPr3ty/cWBEaG4ERhGBTwuE7E40axS8efKcqXg2RnYJN6dLhNTYnT9KtXeYDfLp5ocpKWKcmnABjxcTaaO/Xqo6W3evY6BWiGHaO3ANS3dO1K93qnWMTq8Zm5kz6f+5c6Rq71pSJB5UqUc0QANx0E93aLdjw7oftqOcbNwbuvNP6cKLBa2yefJKu7WOnYMO3JfEYODSyCG1hEEgFRRMh2BRztDoPAOJbkfCL97E4a1lgzEzsmmOj1pls0kQ6xho8qwQb5eRNvsPPwrO6LDAPeLybb6uJJthYJdjaaYqm9z4+LLvmuDCYEME8MlrZ4VLT2LBjffvS7d691oVfGDpp1avL85iZCdnd0a1cmW7tCPeWWyQBtjDgdNJ1fTp1ip9gw7TmdhJpcd5ICI2NwAhCsCnh8J2ZeNoiN2ggmYawFdCbN7c3Dsz1tdXwlTXr8NSuLR1j3sqsEmyUI+PKzg4fL6tggpyd64ZES5OVE8f1vEc7NTY8Vmos69eXtAWMq66SBFyj6DFF450H8Aslsry+7LLY4hIJFjbr4BWWDpudGhvmBe2VV2h+FAZhzy6U2pLXXwd++MG+8JnZIRAfraSRd12SyofAXOK87rzADiJVEIVh0r4aVq2AHgkj7maNoCbY8O/BasFGCR+2XaOIvEDdrRuwZIk94SqpVg04dozuFxZTtFg1Nkbm89SoIZ//YDbDhoUec7tj+86N5hETbJi5Y7zXzYondgo2bO2e0qXpgEY8B9LYAsF2wb5/NnhQoYI1nifDweoFjyc+bWss36pAoBehsSnh8BVOYfAec+IEcMkl9oTVo4f8v13ruqgJNjxMwGKNkdUmcmzVdUDfqu+xUK4cULUq3Y/nytf86GVJFGzYPYcP268hNWMgwYjGhuURM8m0Q+hQupouDILOr7/aO7meCc79+gF79sS3vWHrCNmNXfM4lfTvTz3wxWvRZyPvurguUC2wnkLQlRVYiZ6KoTA0tsz+2g6UjYwdjU6pUuqdXP498YKN1RqUYcMkAW/sWHVPUVbgcEgrrtvtapy5Fwbk79yqOV12m6LpIZ4dBz7vBw3Sf79R5wFuNzVDS0ujLnHtoHt3IDVVyu/CsNp7Xh4waRJw5ow94bG0u910vajC0N7YRTwn7gPAtGnAjTfGL89ZuFdfHZ/wBSULIdgIgsRbY2N3pasMz67w1TqTvACjFGysjNcNN0jh2WWKB8jzQE2wsTLNvXtL+48/Trdz5wIdOlgTXmHW2MRzAUNeQzprlrVhKQcOfD46mf6116wNl9GuHTB0qPS/cWN7wuWZPh145BH5sWPHgL//tid85eK38W5vBPbB3nXr1trvERobgVHEHJsSgNaOS7xH0OyuxOJVaaqFG05jY2XHUxkPO11u33OPZHJop0Cl5JFHgEcfBerWLTymaLFobIpCZ+DCBaqxiJcpWvfudIHceBDPkfuOHdWP2zGvLj8/NM0lSbApTN9kPOLCvr2nnrI/bEHJQwg2giAlqaEB5BX84cP2hRlNsOGdB9hpA2/n+3/4YWnfblM0NaxMe2FeoDMeGhs2eTnWcI3eX7Mm0KtXbGEbQRnfs2ftj4Madgg2avMX4z2QZieXXx7vGFDileesftVTzxaFQRpB4aQQdCkE8aawTGi1O3y+sVWaSViJWmXNuz3mJzkXV8GGx84Jtcz0TImVeWynKRq7366wjPLLL+Y8x4jGhrl5thtlR81OV+eR6NQpPuF27gw8+yxQpUp8wrcTu5yyRGPKFOCaa+wPV837p0BgFUKwKebo6eSUtErnmWekieR2dq6V76RtW8kz2YIF8dHYVK0aP489dnasp0yxLyyGMEUL5cYb7Q8z3oINvyhovL41NRo1ik+4DRoAEybEJ+ySCq8ptxN+sE7PPUWhLhMUPizryk6dOhV16tRBUlIS2rZti3Xr1lkVlCAKRWGOTbNm4W3ArSIpSdqPp2AzZQowahTd79lTWijUTsFm82ZgxAjrw4lGYTBLMxu7TdGKgsbGDPTEm8+TeAk2LhcNu6CgcGhr7rmHbguTkFWc6dkz3jGIH2ygJl7fnqBkYYlg8/XXX2P06NEYN24cNm3ahKuuugpdu3bFiRMnrAhOYBLx1Ng88ggwebK9YfKdaDvd6yo7nu3aAU2ahF5rp2BTvbp17o71wLtithMrRwbt1NgYoagKNoAxd/bx1Nj4/fF1lsHzxRd0W9I09fFiwYJ4xyB+sG9PTz0oNDYCo1hSpb399tsYMmQIBg8ejEaNGuGDDz5A6dKlMXPmTCuCE5hEUe7gGKF+/fiEq1ZZh8t7O+fYCKyhsLt7LqoURY2NHRP19SIEG4HVsDJWs2Z84yEoGZhu+FFQUICNGzdiDLfymdPpRJcuXbB69eqQ6/Pz85Gfny875vF44OaG051OJ1wuF/x+PwJcy+ByueB0OuHz+UC4livaca/XKwuPheXz+UKOb9sGZGX5Q44HAgFZXPQedzgcwTTxcXQ6ncG48+g97rpoX7BrVwCtWhF4vSRiWj0eD/z+AAApfxwORzDufq43EO54PN9TuDRFj7sneK/VaQKc8PsJ8vIIvF6/LO5erw+AJ5hmdnzzZj8CAWfwem1pinzc6XQCCJ8mmh9esOy34z0dO0bjuGqVA4AbgYAfgMuyslevnhuA42Jc3PD5fPB6iSVlz+cDDh92YcWKgKY6YscOBy67jMDvd+guew6HEytX+pGUFL1OcblcyM8HCJHKo9Y0MeJZRwBOZGT4sWKF8jhkYQLAjh3M3soBr9cXrA/tTZMTfr8TgQApBPUewOo+AMWkLo98XKQpfmlyOFg755Udj5SmQMCPU6ccWLEiEDxuZt9IWUeEO16U+ntWpKlWLaB27cJR9jwa1d2mCzanTp2C3+9H1apVZcerVq2Kf/75J+T6CRMmYPz48bJjI0aMQPfu3YP/U1NT0aRJE+zcuROHDh0KHk9LS0NaWhq2bNmCU6dOBY83adIEqampWLNmDc6fPx883qpVK6SkpGD58uWyzOrQoQOSkpKQnp4ui0fnzp2xerUPa9b8FzzmdDqRlpaGCxdycZjzEZyQkIA6deogK+scjh8/HjxeunRppKam4vTpMzh9+nTwePny5VC1ajUcP34SWVnZweOVKlVCpUqVcOjQMeTk5Mjyr3z58ti//xAKCgqCx2vWrIkyZcpg9+79ssJVu3ZtuN1uHD++B7m5R5CenhdMU15eHlauXBm81u12o0uXLjh9+iyAisF8KFu2LDp27IgjR45g+/btwetTUlLQqlUr7N27F7t37y4U7ylcmjIzM7Fhw4bg8dA0dQMAbNmyxfI0LV2aglWrtqJUqXykp5+RpWnZsnSMHVsV6enHg2m68cYCzJlzGM2aZSM9/ZSONEV/T0D4NAHA2rVrcezYedvek8uVic2bN+Cvv6oAaIGdO//Brbc2tqzs/fYbTdOff64B0BGrV29AdvZZS8qe1+tA5cp1MHduouY6onbto9i5s5Lusnf//amYP/8/XXVEs2abkZ4uPSe278nc9xSp7DVrloIFC/Zh5szQNO3Zs1f2nurWrYtOnfIAlMHOnf8gPf2Q7WnatasWCKmPI0eOFoJ6D2B1X2Iiikldbs57EmkyP03t29MJtPxzoqXp3393okEDF2bOpJ1zs/tGanWEz+fDgQMHgseKWn/PijRdc40f99/fsFCUvW7dukELDkLMNUY4cuQIatasiVWrVqF9+/bB408//TSWL1+OtWvXyq4v7BobtePFdaTlwIEA6tRxoqCg5GhsEhLoCIDXa73GpjCVPbfbBZ9PPU0OB7Bpkzc478fONH33nQN9+rjx/fd+9OhhncaGP56Y6MJvv/lx9dXWaGyixb04fU+FPU1OpwMffODD/ffbr7GZNs2JZ5914sKFwqGxefZZJ377zYnNmx2F7j0Vx7JXktPkdLrhciHYtygOaSqO76mwpyluGpuUlBS4XC6ZxAcAx48fR7Vq1UKuT0xMRCLzdRsFl8sVVK3x8EKQluPhMkfPcaYSjPV4YUrTJZc4cccdoeeKcpq0xl3q+BSfNEU7Hi5NLFxl0HakiQXhdrsixt3M93TuHFCqlFs2Z6MovKfiWPasThONk1tWtu1KEzvldDpkx7XG3ez39OabAOszFLb3VBzLXklOE+vH6smDwp4mI8dFmsyty8Nh+rTBhIQEtGzZUqY+CgQCSE9Pl2lwBIWPcuWARYviHQuBwF5KlxYOGgQlD5dLWj9LILASUb8K7MSSVSNGjx6NgQMHolWrVmjTpg2mTJmCCxcuYPDgwVYEJxAIihlXXhnvGAgE5iM6eAKBQGAtlgg2d911F06ePIkXXngBx44dQ7NmzbBkyZIQhwICQWGAredQkuDm+hVKhFtQgRW8+SZw9dXxjoVAIBAIrMKydb6HDx+O4cOHW/V4gcA0atSIdwzsJ5rgEK+RZTGiLbCSp56KdwwEgpKJMHsU2IVYmktQohk0CLjssnjHonBRuTKdbyUQCMyjKC+GKhDESl5evGMgKClYprERCIoCs2bFOwaFjxMn4hf2FVcAAwbEL3yBwEqERlIgEAisRWhsBAJBoaFhQ2DOnHjHQiAQCAQCQVFECDYCgUAgEAgEAoGgyCMEG4FAIBAIbEDMsxEIBAJrcRAiqlqBQCAQCKwkJwc4eRKoXTveMREIBILiixBsBAKBQCAQCAQCQZFHmKIJBAKBQCAQCASCIo8QbAQCgUAgEAgEAkGRRwg2AoFAIBAIBAKBoMgjBBuBQCAQCAQCgUBQ5BGCjUAgEAgEAoFAICjyCMFGIBAIBAKBQCAQFHmEYCMQCAQCgUAgEAiKPEKwEQgEAoFAIBAIBEUeIdgIBAKBQCAQCASCIo8QbAQCgUAgEAgEAkGRRwg2AoFAIBAIBAKBoMgjBBuBQCAQCAQCgUBQ5BGCjUAgEAgEAoFAICjyCMFGIBAIBAKBQCAQFHmEYCMQCAQCgUAgEAiKPP8PUcYLOK5CKYUAAAAASUVORK5CYII=",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "columns_viz(datasets[0], color= 'blue')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Index(['Date', 'Rainfall_Gallicano', 'Rainfall_Pontetetto',\n",
+       "       'Rainfall_Monte_Serra', 'Rainfall_Orentano', 'Rainfall_Borgo_a_Mozzano',\n",
+       "       'Rainfall_Piaggione', 'Rainfall_Calavorno', 'Rainfall_Croce_Arcana',\n",
+       "       'Rainfall_Tereglio_Coreglia_Antelminelli',\n",
+       "       'Rainfall_Fabbriche_di_Vallico', 'Depth_to_Groundwater_LT2',\n",
+       "       'Depth_to_Groundwater_SAL', 'Depth_to_Groundwater_PAG',\n",
+       "       'Depth_to_Groundwater_CoS', 'Depth_to_Groundwater_DIEC',\n",
+       "       'Temperature_Orentano', 'Temperature_Monte_Serra',\n",
+       "       'Temperature_Ponte_a_Moriano', 'Temperature_Lucca_Orto_Botanico',\n",
+       "       'Volume_POL', 'Volume_CC1', 'Volume_CC2', 'Volume_CSA', 'Volume_CSAL',\n",
+       "       'Hydrometry_Monte_S_Quirico', 'Hydrometry_Piaggione'],\n",
+       "      dtype='object')"
+      ]
+     },
+     "execution_count": 28,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "datasets[0].columns"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_82028/3607522683.py:14: FutureWarning: DataFrame.fillna with 'method' is deprecated and will raise in a future version. Use obj.ffill() or obj.bfill() instead.\n",
+      "  Auser_pred = Auser_pred.fillna(method = 'bfill')\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "Date                                       datetime64[ns]\n",
+       "Rainfall_Gallicano                                float64\n",
+       "Rainfall_Pontetetto                               float64\n",
+       "Rainfall_Monte_Serra                              float64\n",
+       "Rainfall_Orentano                                 float64\n",
+       "Rainfall_Borgo_a_Mozzano                          float64\n",
+       "Rainfall_Piaggione                                float64\n",
+       "Rainfall_Calavorno                                float64\n",
+       "Rainfall_Croce_Arcana                             float64\n",
+       "Rainfall_Tereglio_Coreglia_Antelminelli           float64\n",
+       "Rainfall_Fabbriche_di_Vallico                     float64\n",
+       "Depth_to_Groundwater_LT2                          float64\n",
+       "Depth_to_Groundwater_SAL                          float64\n",
+       "Depth_to_Groundwater_CoS                          float64\n",
+       "Temperature_Monte_Serra                           float64\n",
+       "Temperature_Lucca_Orto_Botanico                   float64\n",
+       "Volume_POL                                        float64\n",
+       "Volume_CC1                                        float64\n",
+       "Volume_CC2                                        float64\n",
+       "Hydrometry_Monte_S_Quirico                        float64\n",
+       "Hydrometry_Piaggione                              float64\n",
+       "rainfall_mean                                     float64\n",
+       "temperature_mean                                  float64\n",
+       "volume_mean                                       float64\n",
+       "hydrometry_mean                                   float64\n",
+       "dtype: object"
+      ]
+     },
+     "execution_count": 29,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Auser_pred = aquifer_auser\n",
+    "rainfall_auser = [col for col in Auser_pred.columns if 'Rainfall' in col]\n",
+    "temperature_auser = [col for col in Auser_pred.columns if 'Temperature' in col]\n",
+    "volume_auser = [col for col in Auser_pred.columns if 'Volume' in col]\n",
+    "hydrometry_auser = [col for col in Auser_pred.columns if 'Hydrometry' in col]\n",
+    "\n",
+    "Auser_pred['rainfall_mean'] = Auser_pred[rainfall_auser].mean(axis = 1).values\n",
+    "Auser_pred['temperature_mean'] = Auser_pred[temperature_auser].mean(axis = 1).values\n",
+    "Auser_pred['volume_mean'] = Auser_pred[volume_auser].mean(axis = 1).values\n",
+    "Auser_pred['hydrometry_mean'] = Auser_pred[hydrometry_auser].mean(axis = 1).values\n",
+    "Auser_pred = Auser_pred.drop(['Depth_to_Groundwater_PAG', 'Depth_to_Groundwater_DIEC',\n",
+    "                        'Temperature_Ponte_a_Moriano', 'Temperature_Orentano',\n",
+    "                        'Volume_CSA', 'Volume_CSAL'], axis = 1)\n",
+    "Auser_pred = Auser_pred.fillna(method = 'bfill')\n",
+    "\n",
+    "Auser_pred.dtypes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "y0 = Auser_pred[['Depth_to_Groundwater_LT2', 'Depth_to_Groundwater_SAL', 'Depth_to_Groundwater_CoS']]\n",
+    "x0 = Auser_pred.drop(['Depth_to_Groundwater_LT2', 'Depth_to_Groundwater_SAL', 'Depth_to_Groundwater_CoS'], axis = 1)\n",
+    "\n",
+    "x_train_auser, x_test_auser, y_train_auser, y_test_auser = train_test_split(x0, y0, test_size = 0.2, random_state = 42, shuffle = False)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<style>#sk-container-id-1 {color: black;}#sk-container-id-1 pre{padding: 0;}#sk-container-id-1 div.sk-toggleable {background-color: white;}#sk-container-id-1 label.sk-toggleable__label {cursor: pointer;display: block;width: 100%;margin-bottom: 0;padding: 0.3em;box-sizing: border-box;text-align: center;}#sk-container-id-1 label.sk-toggleable__label-arrow:before {content: \"▸\";float: left;margin-right: 0.25em;color: #696969;}#sk-container-id-1 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-container-id-1 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-container-id-1 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-container-id-1 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-container-id-1 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-container-id-1 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: \"▾\";}#sk-container-id-1 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;}#sk-container-id-1 div.sk-estimator {font-family: monospace;background-color: #f0f8ff;border: 1px dotted black;border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;}#sk-container-id-1 div.sk-estimator:hover {background-color: #d4ebff;}#sk-container-id-1 div.sk-parallel-item::after {content: \"\";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-container-id-1 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-serial::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: 0;}#sk-container-id-1 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: white;padding-right: 0.2em;padding-left: 0.2em;position: relative;}#sk-container-id-1 div.sk-item {position: relative;z-index: 1;}#sk-container-id-1 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;position: relative;}#sk-container-id-1 div.sk-item::before, #sk-container-id-1 div.sk-parallel-item::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: -1;}#sk-container-id-1 div.sk-parallel-item {display: flex;flex-direction: column;z-index: 1;position: relative;background-color: white;}#sk-container-id-1 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-container-id-1 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-container-id-1 div.sk-parallel-item:only-child::after {width: 0;}#sk-container-id-1 div.sk-dashed-wrapped {border: 1px dashed gray;margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: white;}#sk-container-id-1 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;}#sk-container-id-1 div.sk-label-container {text-align: center;}#sk-container-id-1 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }` but bootstrap.min.css set `[hidden] { display: none !important; }` so we also need the `!important` here to be able to override the default hidden behavior on the sphinx rendered scikit-learn.org. See: https://github.com/scikit-learn/scikit-learn/issues/21755 */display: inline-block !important;position: relative;}#sk-container-id-1 div.sk-text-repr-fallback {display: none;}</style><div id=\"sk-container-id-1\" class=\"sk-top-container\"><div class=\"sk-text-repr-fallback\"><pre>XGBRegressor(base_score=None, booster=None, callbacks=None,\n",
+       "             colsample_bylevel=None, colsample_bynode=None,\n",
+       "             colsample_bytree=None, device=None, early_stopping_rounds=None,\n",
+       "             enable_categorical=True, eval_metric=None, feature_types=None,\n",
+       "             gamma=None, grow_policy=None, importance_type=None,\n",
+       "             interaction_constraints=None, learning_rate=0.01, max_bin=None,\n",
+       "             max_cat_threshold=None, max_cat_to_onehot=None,\n",
+       "             max_delta_step=None, max_depth=None, max_leaves=None,\n",
+       "             min_child_weight=None, missing=nan, monotone_constraints=None,\n",
+       "             multi_strategy=None, n_estimators=1000, n_jobs=None,\n",
+       "             num_parallel_tree=None, random_state=42, ...)</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class=\"sk-container\" hidden><div class=\"sk-item\"><div class=\"sk-estimator sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-1\" type=\"checkbox\" checked><label for=\"sk-estimator-id-1\" class=\"sk-toggleable__label sk-toggleable__label-arrow\">XGBRegressor</label><div class=\"sk-toggleable__content\"><pre>XGBRegressor(base_score=None, booster=None, callbacks=None,\n",
+       "             colsample_bylevel=None, colsample_bynode=None,\n",
+       "             colsample_bytree=None, device=None, early_stopping_rounds=None,\n",
+       "             enable_categorical=True, eval_metric=None, feature_types=None,\n",
+       "             gamma=None, grow_policy=None, importance_type=None,\n",
+       "             interaction_constraints=None, learning_rate=0.01, max_bin=None,\n",
+       "             max_cat_threshold=None, max_cat_to_onehot=None,\n",
+       "             max_delta_step=None, max_depth=None, max_leaves=None,\n",
+       "             min_child_weight=None, missing=nan, monotone_constraints=None,\n",
+       "             multi_strategy=None, n_estimators=1000, n_jobs=None,\n",
+       "             num_parallel_tree=None, random_state=42, ...)</pre></div></div></div></div></div>"
+      ],
+      "text/plain": [
+       "XGBRegressor(base_score=None, booster=None, callbacks=None,\n",
+       "             colsample_bylevel=None, colsample_bynode=None,\n",
+       "             colsample_bytree=None, device=None, early_stopping_rounds=None,\n",
+       "             enable_categorical=True, eval_metric=None, feature_types=None,\n",
+       "             gamma=None, grow_policy=None, importance_type=None,\n",
+       "             interaction_constraints=None, learning_rate=0.01, max_bin=None,\n",
+       "             max_cat_threshold=None, max_cat_to_onehot=None,\n",
+       "             max_delta_step=None, max_depth=None, max_leaves=None,\n",
+       "             min_child_weight=None, missing=nan, monotone_constraints=None,\n",
+       "             multi_strategy=None, n_estimators=1000, n_jobs=None,\n",
+       "             num_parallel_tree=None, random_state=42, ...)"
+      ]
+     },
+     "execution_count": 31,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "auser_model_LT2 = XGBRegressor(n_estimators = 1000, learning_rate = 0.01, random_state = 42, enable_categorical=True)\n",
+    "auser_model_SAL = XGBRegressor(n_estimators = 1000, learning_rate = 0.01, random_state = 42, enable_categorical=True)\n",
+    "auser_model_CoS = XGBRegressor(n_estimators = 1000, learning_rate = 0.01, random_state = 42, enable_categorical=True)\n",
+    "\n",
+    "x_train_auser['Date'] = pd.to_datetime(x_train_auser['Date'])\n",
+    "x_test_auser['Date'] = pd.to_datetime(x_test_auser['Date'])\n",
+    "\n",
+    "x_train_auser['Year'] = x_train_auser['Date'].dt.year\n",
+    "x_train_auser['Month'] = x_train_auser['Date'].dt.month\n",
+    "x_train_auser['Day'] = x_train_auser['Date'].dt.day\n",
+    "\n",
+    "x_test_auser['Year'] = x_test_auser['Date'].dt.year\n",
+    "x_test_auser['Month'] = x_test_auser['Date'].dt.month\n",
+    "x_test_auser['Day'] = x_test_auser['Date'].dt.day\n",
+    "\n",
+    "x_train_auser = x_train_auser.drop('Date', axis=1)\n",
+    "x_test_auser = x_test_auser.drop('Date', axis=1)\n",
+    "\n",
+    "auser_model_LT2.fit(x_train_auser, y_train_auser['Depth_to_Groundwater_LT2'])\n",
+    "auser_model_SAL.fit(x_train_auser, y_train_auser['Depth_to_Groundwater_SAL'])\n",
+    "auser_model_CoS.fit(x_train_auser, y_train_auser['Depth_to_Groundwater_CoS'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MAE LT2:  0.3414810354442117\n",
+      "MAE SAL:  0.26259795010564957\n",
+      "MAE CoS:  0.8598861400924674\n"
+     ]
+    }
+   ],
+   "source": [
+    "auser_y_pred_LT2 = auser_model_LT2.predict(x_test_auser)\n",
+    "auser_y_pred_SAL = auser_model_SAL.predict(x_test_auser)\n",
+    "auser_y_pred_CoS = auser_model_CoS.predict(x_test_auser)\n",
+    "\n",
+    "print('MAE LT2: ', mean_absolute_error(y_test_auser['Depth_to_Groundwater_LT2'], auser_y_pred_LT2))\n",
+    "print('MAE SAL: ', mean_absolute_error(y_test_auser['Depth_to_Groundwater_SAL'], auser_y_pred_SAL))\n",
+    "print('MAE CoS: ', mean_absolute_error(y_test_auser['Depth_to_Groundwater_CoS'], auser_y_pred_CoS))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Index(['Depth_to_Groundwater_LT2', 'Depth_to_Groundwater_SAL',\n",
+       "       'Depth_to_Groundwater_CoS'],\n",
+       "      dtype='object')"
+      ]
+     },
+     "execution_count": 33,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "y_test_auser.columns"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1500x500 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1500x500 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1500x500 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "predicted_viz(y_test_auser.iloc[:, 0], auser_y_pred_LT2, 'Depth_to_Groundwater_LT2', 'Aquifer Auser', aquifer_auser)\n",
+    "predicted_viz(y_test_auser.iloc[:, 1], auser_y_pred_SAL, 'Depth_to_Groundwater_SAL', 'Aquifer Auser', aquifer_auser)\n",
+    "predicted_viz(y_test_auser.iloc[:, 2], auser_y_pred_CoS, 'Depth_to_Groundwater_CoS', 'Aquifer Auser', aquifer_auser)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Aquifer Doganella"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Date</th>\n",
+       "      <th>Rainfall_Monteporzio</th>\n",
+       "      <th>Rainfall_Velletri</th>\n",
+       "      <th>Depth_to_Groundwater_Pozzo_1</th>\n",
+       "      <th>Depth_to_Groundwater_Pozzo_2</th>\n",
+       "      <th>Depth_to_Groundwater_Pozzo_3</th>\n",
+       "      <th>Depth_to_Groundwater_Pozzo_4</th>\n",
+       "      <th>Depth_to_Groundwater_Pozzo_5</th>\n",
+       "      <th>Depth_to_Groundwater_Pozzo_6</th>\n",
+       "      <th>Depth_to_Groundwater_Pozzo_7</th>\n",
+       "      <th>...</th>\n",
+       "      <th>Volume_Pozzo_1</th>\n",
+       "      <th>Volume_Pozzo_2</th>\n",
+       "      <th>Volume_Pozzo_3</th>\n",
+       "      <th>Volume_Pozzo_4</th>\n",
+       "      <th>Volume_Pozzo_5+6</th>\n",
+       "      <th>Volume_Pozzo_7</th>\n",
+       "      <th>Volume_Pozzo_8</th>\n",
+       "      <th>Volume_Pozzo_9</th>\n",
+       "      <th>Temperature_Monteporzio</th>\n",
+       "      <th>Temperature_Velletri</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>01/01/2004</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>5.30</td>\n",
+       "      <td>8.60</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>02/01/2004</td>\n",
+       "      <td>0.2</td>\n",
+       "      <td>0.8</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>4.70</td>\n",
+       "      <td>6.25</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>03/01/2004</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>5.40</td>\n",
+       "      <td>9.80</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>04/01/2004</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>3.35</td>\n",
+       "      <td>5.95</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>05/01/2004</td>\n",
+       "      <td>0.2</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>3.60</td>\n",
+       "      <td>5.85</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 22 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "         Date  Rainfall_Monteporzio  Rainfall_Velletri  \\\n",
+       "0  01/01/2004                   0.0                0.0   \n",
+       "1  02/01/2004                   0.2                0.8   \n",
+       "2  03/01/2004                   0.0                0.0   \n",
+       "3  04/01/2004                   0.0                0.0   \n",
+       "4  05/01/2004                   0.2                0.0   \n",
+       "\n",
+       "   Depth_to_Groundwater_Pozzo_1  Depth_to_Groundwater_Pozzo_2  \\\n",
+       "0                           NaN                           NaN   \n",
+       "1                           NaN                           NaN   \n",
+       "2                           NaN                           NaN   \n",
+       "3                           NaN                           NaN   \n",
+       "4                           NaN                           NaN   \n",
+       "\n",
+       "   Depth_to_Groundwater_Pozzo_3  Depth_to_Groundwater_Pozzo_4  \\\n",
+       "0                           NaN                           NaN   \n",
+       "1                           NaN                           NaN   \n",
+       "2                           NaN                           NaN   \n",
+       "3                           NaN                           NaN   \n",
+       "4                           NaN                           NaN   \n",
+       "\n",
+       "   Depth_to_Groundwater_Pozzo_5  Depth_to_Groundwater_Pozzo_6  \\\n",
+       "0                           NaN                           NaN   \n",
+       "1                           NaN                           NaN   \n",
+       "2                           NaN                           NaN   \n",
+       "3                           NaN                           NaN   \n",
+       "4                           NaN                           NaN   \n",
+       "\n",
+       "   Depth_to_Groundwater_Pozzo_7  ...  Volume_Pozzo_1  Volume_Pozzo_2  \\\n",
+       "0                           NaN  ...             NaN             NaN   \n",
+       "1                           NaN  ...             NaN             NaN   \n",
+       "2                           NaN  ...             NaN             NaN   \n",
+       "3                           NaN  ...             NaN             NaN   \n",
+       "4                           NaN  ...             NaN             NaN   \n",
+       "\n",
+       "   Volume_Pozzo_3  Volume_Pozzo_4  Volume_Pozzo_5+6  Volume_Pozzo_7  \\\n",
+       "0             NaN             NaN               NaN             NaN   \n",
+       "1             NaN             NaN               NaN             NaN   \n",
+       "2             NaN             NaN               NaN             NaN   \n",
+       "3             NaN             NaN               NaN             NaN   \n",
+       "4             NaN             NaN               NaN             NaN   \n",
+       "\n",
+       "   Volume_Pozzo_8  Volume_Pozzo_9  Temperature_Monteporzio  \\\n",
+       "0             NaN             NaN                     5.30   \n",
+       "1             NaN             NaN                     4.70   \n",
+       "2             NaN             NaN                     5.40   \n",
+       "3             NaN             NaN                     3.35   \n",
+       "4             NaN             NaN                     3.60   \n",
+       "\n",
+       "   Temperature_Velletri  \n",
+       "0                  8.60  \n",
+       "1                  6.25  \n",
+       "2                  9.80  \n",
+       "3                  5.95  \n",
+       "4                  5.85  \n",
+       "\n",
+       "[5 rows x 22 columns]"
+      ]
+     },
+     "execution_count": 35,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "datasets[1].head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Index(['Date', 'Rainfall_Monteporzio', 'Rainfall_Velletri',\n",
+       "       'Depth_to_Groundwater_Pozzo_1', 'Depth_to_Groundwater_Pozzo_2',\n",
+       "       'Depth_to_Groundwater_Pozzo_3', 'Depth_to_Groundwater_Pozzo_4',\n",
+       "       'Depth_to_Groundwater_Pozzo_5', 'Depth_to_Groundwater_Pozzo_6',\n",
+       "       'Depth_to_Groundwater_Pozzo_7', 'Depth_to_Groundwater_Pozzo_8',\n",
+       "       'Depth_to_Groundwater_Pozzo_9', 'Volume_Pozzo_1', 'Volume_Pozzo_2',\n",
+       "       'Volume_Pozzo_3', 'Volume_Pozzo_4', 'Volume_Pozzo_5+6',\n",
+       "       'Volume_Pozzo_7', 'Volume_Pozzo_8', 'Volume_Pozzo_9',\n",
+       "       'Temperature_Monteporzio', 'Temperature_Velletri'],\n",
+       "      dtype='object')"
+      ]
+     },
+     "execution_count": 36,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "datasets[1].columns"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1500x1100 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "datasets[1]['Date'] = pd.to_datetime(datasets[1]['Date'], dayfirst=True)\n",
+    "corr_plot(datasets[1], 'Aquifer Doganella', (20, 20))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAA0oAAADGCAYAAADsQHDTAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8g+/7EAAAACXBIWXMAAA9hAAAPYQGoP6dpAABR30lEQVR4nO3dd3hURdsG8Ht300hCCBBCC4QSqZHem6FJVRQBCx0BKSII0iw0RQVF5ROsiCBiQQUBQbpBaUKAoEDEQJDekkAgQNpmvj+ed0/27KZsQpJNwv27rr2SU/acma3n2Zl5xqCUUiAiIiIiIiKN0dkFICIiIiIiKmgYKBEREREREdlgoERERERERGSDgRIREREREZENBkpEREREREQ2GCgRERERERHZYKBERERERERkg4ESERERERGRDQZKRERERERENhgoEd3nGjRoAIPBoLstW7bM2cWiAig+Pt7utWIwGPDff/85u2hEeWbRokV2r/mQkBBnF6tAmT17Nnx9fdGuXTtER0c7uzhEucbF2QUgKuhu3LiBkiVLZrqPt7c3Spcujfr166Njx44YNGgQfH1986eAmbhx4wY++OADbTkkJMTuC379+vX4/fffMWDAgDwvz7Jly7SLal9fX0yYMCHPz5mVvXv3YuXKldizZw/Onj2LuLg4uLu7w8/PDw888ACaNWuG9u3bIyQkBC4u9/dHppeXFyIjI/F///d/+PDDD51dnHSFh4fj559/1paHDBmCKlWqOK08WTEYDFlu9/HxQXBwMJ566ik899xzcHV1zafSFWynT5/G4sWLsWPHDkRFRSE+Ph7u7u6oUKECWrRogZEjR6Jt27b3fJ6BAweia9euCAkJwYULF3Kh5EVLZGQkZs2aBQD4448/8MEHH+CNN95wbqGIcosiokyZzWYVGRmpQkNDFQDt1qxZMxUZGan+/vtvtWbNGvXoo49q27y9vdXnn3/u7KKr06dP68o8c+bMdPf77bffdPt9+eWXeVKehx56SDtHYGBgnpzDUZcuXVJdu3bVylOlShW1ePFiFRYWpsLDw9XPP/+snnjiCWUwGBQA5e/v79TyFiQzZ87UvV5Onz7t7CJpvvzyS13ZfvvtN2cXKVORkZEqMjJSV+aKFSuqyMhI9fvvv6vBgwfbfe5cv37d2cV2uh07digvLy/tcRk8eLA6fPiw+uqrr5TJZNLWv/HGG7l2zsDAQO24Dz30UK4dt7A7ceKE7jX68ssvO7tIRLmGXe+IsmA0GhEUFITAwEDd+mLFiiEoKAjBwcF47LHHsHbtWkybNg2AdFEaMWIE5s+f74wiUxYuX76MVq1aYdOmTQCA2rVr4/DhwxgzZgwaN26M+vXro1evXvjxxx/x2WefAQBiYmKcWWQqooKCghAUFKRb5+LigqCgILRt2xbLli3D448/rm3bv38/Jk6cmN/FLHBefPFF3L59W1t+44030KBBAwwcOBDt2rXT1r/22ms4deqUM4p436hRowZee+01+Pj4oHXr1gWipwBRbmGgRJSLZs+ejYoVK2rL06dPx99//+3EElF6hg4ditOnT2vL7777boZdJYcPH442bdrkU8mI7D333HO65e+++w7JyclOKk3B8O+//+qWy5Ytq/1fvnx57X+lFA4ePJhv5bpfzZkzB3Fxcdi1axfKlCnj7OIQ5RoGSkS5yM3NTffrb2pqKt599127/TZt2oTHHnsMFSpUgJubG0qVKoWQkBAsW7YMqamp2n6hoaF2g4irVKmCNWvWoFmzZvDy8oKXlxcaN26MxYsX6+47ZMgQVK1aVXfe2bNna8ex9ClPz927d/Haa6+hVq1aKFasGLy8vNChQwccOHAgR4+LpR47d+7U1p05c0ZXJ1vbt29Hv379ULlyZXh4eMDb2xu1a9fG2LFjceLEiRyVAwAOHDigtSQBMlaqS5cumd5nzJgxCA4OtquP7S02NhbPP/88KlWqBBcXF7vEGCdOnMDYsWNRu3ZteHt7w8PDA5UrV0a/fv2wfft23TmzGkDu5+dnt91aeuU7fPgwJkyYgKpVq8Ld3R2lS5dG//79ceXKlXTrHRYWhscffxxlypSBm5sbqlSpgpdeegl3795Nd//0zmmd7CE1NRUVK1aEwWDA6NGjtfvNmjVLt/+0adMQHx+PefPmoWvXrqhWrRq8vb218Sddu3bF119/DaWU7vxVqlTB0KFDdevat2+vHTc0NFS37fjx4xgxYgSCgoJQrFgxeHt7o0GDBpgzZw5u3bpld+z0kp4sXboUjRs3hpeXV54N8q9cubJu+e7du7oB89l5XWVUl/RulsfLkX3TS+qRV+9hAKhXr55uOS4uLt3/AaBcuXIOHzc1NRUfffSR9px6eXmhWbNmWL16dbr7275203uvPvXUU3avm/T237t3L7p3747SpUvDzc0NDzzwAN5//327c+bkvTFkyBC7c86YMQPvvfcegoODUaxYMZQsWRLdunXD0aNHAQBHjhxBjx494OvrC09PT7Rt2xa7du3Ksv5DhgyxK7PZbMaXX36Jzp07a58n5cqVQ8OGDTFixAisWrUKCQkJ2v6nT5/WXtNeXl5wdXVF2bJl0aBBAwwdOhQrV6509CklujdO7vpHVGjYjvfJqI/6559/rtuvbNmyuu1jx47VtnXs2FHt27dPvfLKK9q6J554QpnNZqWUUnfu3FGRkZGqWbNm2nZXV1fVsGFDFRoaqjZt2qQqVaqkbevXr592nitXrtiNqxo3bpw2JiImJkbb13aMUvHixdWcOXPUoUOH1JQpU3Rjr/77779sP3bp1cMyDiMyMlJ3zNTUVDVq1Chtv7Zt26o//vhD/fLLL6pChQoKgHJ3d1fLli3LdjmUUurVV1/V1bVNmzY5rk/v3r11x2rSpIl6/fXX1V9//aUWLVqkG+/15ZdfKjc3NwVAlStXTq1du1bt2rVLhYSEaPcfNWqUSk1NVUopdePGDRUZGakqVqyY7msuKirK7vzWIiMj1bhx43Tb69atq1auXKnCwsLUww8/rK1v0KCB9pqzWL9+vVZeAOr1119XBw4cUOPHj1fu7u7pjlGKjIzUjftyd3dXR48eVcnJyUoppXbu3Klt8/f3VykpKUoppWJiYtQPP/ygAKjQ0FAVHR2tIiIiFABVr149tWHDBnX06FG1bt069eCDD2rHePLJJ3Vl/u+//9S8efN0Zfv666+119mdO3e0fb/++mutfhUrVlTbt29X33zzjVa32rVrq8uXL+uO/fXXX+uO3bhxY9WhQwe1Z88eFRoaqoKCgnI8dsX6uLbj93bs2KHb7uLiou7evauUyv7rSikZazNv3jztcYmMjFRLly7VncPf319dvXpVK5v14xgZGalef/113f61a9dWCQkJSqm8fw8rpdShQ4dUQECAbixSUlKS+uuvv5S3t7duTJfldeaIp59+WvcZtWHDBhUaGqrq16+vXF1d7d6LMTEx6s8//1QuLi7ath49eqjz589rx7x8+bKaPXu2Klu2rPr333/VzZs37d7bZcqUUV26dFG7du1S69evVyVKlNC2LViwQFfGnLw30vs+8Pb2VlOmTFEHDx7UfS+VLl1arV27Vo0aNUqFhYWpN954Q9vm4eGhIiMjtePGxMTYjbEbPHiw7tzx8fGqXbt22vZq1aqpH374QYWHh6tly5apMmXKKADq8OHDSimlzpw5o0qWLKl9F33xxRfq77//Vvv27VMzZ85UJpNJ1a9f3+HnlOheMFAicpCjgdL69et1+wFQ8fHxSilldzFy7Ngx7X5VqlTR1i9cuFB3TOskCNZfKEoptWrVKt22r776KsMyO5rM4bHHHtO2JSQk6C6MX3311Ww+cunXI6NkDu+++66uLGfPntW2rVixQltvMpnUn3/+me0y9OnTR3f8vn375rQ6dgPthw0bptvepEkT9dVXX6k///xTN8Dc+jk6d+6c7hi2F0WZDSC3Pb8t26QLH3zwgbbN9jnftm2btu3WrVuqVKlS2rbOnTvrjhscHJxuoKSUUl999ZVu29q1a7VtY8aMyfCcU6dO1V38REVFqZo1a6rjx4/rzn348GHdMbZu3arb7kgyh3/++Ud30bt48WJt25AhQ7T1jz/+uO5+to9ZiRIl1M2bN7XtCxcutHusHGV9XNv3xnPPPafb3qtXL6WUyvHrKjAwUJew5fr166py5cravgaDQf3666+6slk/jlFRUcrHx0fb393dXYWHh2vb8/o9bHHjxg01duxYZTQatXJbjl2+fHk1adIkdevWLYeP98033+jKvXLlSm1bWFhYpp///fr10z0e1kG2UvJZMH36dN066/e2i4uLio6O1rZZv7cDAgJ098vpe8P2+6Bx48baNtvXS/ny5VVSUpJSSqmUlBTdjybTpk2ze+ys72sbKA0bNkzbZjQa1alTp3TbLT+SWL7XZsyYoe3fu3dvu3ONHz+egRLlG3a9I8plxYoVs1tn6Qpi3Y3C1dUVtWvX1patu3b93//9X4bH9/T0RP369bXl5s2b67YvWbIk+4W2YT0mx9JFy+LIkSP3fPyMpKamYt68edpyhQoVUKlSJW25WbNm2v9msxnvvPNOts9x48YN3bKHh0f2C5qBZ599Vrd84MABDBw4EPPnz4fZbNbWt2jRQvs/ICBAN6Zi3rx5dt1mcov182o9lg7QP69r165FbGystmz9uANA69atMzzHo48+Cjc3N235hx9+ACDP108//aTbd9WqVbr9+vbtqy1XrVoV//zzj+49AujfJwCwbdu2DMuSkcWLF+vG+Fi/n6yP//PPP+Ps2bMZHqdfv34oXry4tvzCCy9gy5Yt2S5PRq5fv4533nlH956uVKkSFi5cCAA5fl399ddfeOaZZ7RtI0eO1NVzwoQJ6Nq1q64cltdOSkoK+vfvj5s3b2rb58+frz2G+fEeBoBjx46hdevWWpfjWbNmYf/+/VixYgVKliwJk8mEu3fv6rpzZWXp0qW6ZeuyNmrUKN3Pdovx48dr/ycmJuLjjz/WlsPCwnDo0CGMHDkyw/vXqlVL9zlr/f48f/687v2YW+8N6/exv7+/blvTpk21NPQmk0lXNkvXPEfExMRg+fLl2nLdunVRrVo13T49evRA586dtfeSdbfSzZs3Y9GiRTh//ry2btq0afj0008dLgPRvWCgRJTL0hu/UaJECdy+fVuX2KFEiRK6cSUlSpTQ/j916hQuXbqU7vFLlSqlu5/tF9yhQ4dyXHYL23mjrOdtsR27kZv+/fdfXLt2TVu2rZvt8h9//JHtc9gmbcjoQsrPzw8eHh66W1Zzg9SoUSPd9bb9+jOr19WrV+95/EZGrJ9X27l4rJ9X29eQ7eDszAZrlyhRAg8//LC2vH79eiQlJWHnzp2Ijo5Gz549tW2rV6+G2WzGoUOHEBUVpQuUALnAHDJkCGrVqgVfX19tHJE169eLo/bt26dbtn5NWL8PlVLYvXt3hsfJ6Pm+V2fOnIGHhwdKlSqFKVOmwGw2o3Tp0hgzZgwOHTqkZeDM6evKx8dHC2a/+OILLZgFZALqt99+W3ccX19fbQ6x2bNnY+/evdq27t2744UXXtCW8+M9nJCQgJ49e+LYsWMAgHbt2mHmzJlo0qQJBgwYgIkTJ+L8+fP46KOP0LBhQ12QkZnMXvcGg0EXLNhq1aoVmjZtqi1//PHHSExMBAB89NFH6NKlS6bzeWX2mQvYf+7mxnvD+pzWP26kVx7r7fHx8Zke19r+/ft1wXx6j0GxYsWwZcsWVK9eHQB0j+Pt27cxbtw4VKpUCdWrV8eYMWNw9uxZux8IifIKAyWiXHb58mXdcrly5eDl5WXXkhEdHa27CP/22291261/QbNmMpl0y7ZfcPHx8bovppwwGjP+aMir1g7APgW3bd1slx29ALJWq1Yt3XJGiQz27NmDDRs2IDExUbulpKRkeuyMLqTyo16OcPR5tR0Mb1s+29egLeuAJy4uDlu3bsX333+Pdu3aYcyYMdq26Oho7NixAz/88APq1aunCzzWrl2LFi1aYPny5Thx4gSeffZZ7N69G+Hh4bpz5eS1fv36dd1yo0aNtPehdZIJIOP3IZDx832vKlSogPDwcERERODEiRO4dOkSoqOjsXjxYvj5+Wn73evr6t9//9W1hHh6euLbb7+1u5/F77//jjfffFNbLleunC5ZSW6UyREbN27UJY548MEHddutWwjPnz+fbkKd9Nzr6976sbx69Sq++eYbXL9+Hd999x1GjRqV6X0ze28C+vdnXr43HJGd7wDb59eRFvxBgwZh2LBhduujoqLw8ccfo3nz5pg6darDZSC6F/f3NPNEeeDw4cO6ZUtGNetfqgH5xW7Pnj0ZHsd23iYL2y+/pKQk3bK3t3eWX+gFle2Fp23dbJdLlSqV7XM8+uijupahv//+G6mpqXYXKjVq1MjwgjEjtpnnLEqXLq0LyJKSknTdeDKrV0bHBJBnKaJtX6u25cvqAszS/c5yv2+//RabN2/GnDlz0LFjR/j6+mo/HKxatQq//fYbBg8erDvGq6++qp2nfv36WLBgwb1USce2VfGnn36ym8vIIrPWs8yem3vh6upqF9Cn515eV0lJSXj66ad1cxEtXLgww/Nev34dAwYM0DJrGgwGLF++3O7xyY/38MmTJ3XLXl5emS472speokQJ3YW97eOZ1eu+X79+mDx5stYbYOHChYiLi4Ofnx969OjhUBkckZfvjdxm2zLlSFdIo9GIL774ApMnT8aPP/6IHTt2YO/evbr7zp8/H4MHD0adOnVyvcxE1tiiRJSLkpKSsHbtWm3ZaDTipZdeAiABjPWH+q1bt1C9enXUqlVLd7t8+TLCw8Mz7A8fGxur+0Xv6tWruu2NGjXS/s+rC7mcyqo8NWrUsOsuZM12uW3bttkuQ9OmTdGtWzdt+fr169ixY0e2j5MdtuXMrF7+/v66lhXrx8M2MMqrSXAbN26sW7btwpNVlx5fX1906tRJW/72228RGxuL3r17w83NDY888oi2bcWKFTh16pRdt7vIyEjtf+uxGFldrDrymrcdc+Xl5WX3PlRKISwsLMtjOdO9vK5efvllXQDRp08fDB8+XFsOCwvTdfcaOXIkzp07py1PmjRJ62KZlJSEsLAwJCUl5ct72DbQtQ720lt29IejzF73Sqks32+urq66FtMjR45g1qxZGD58eK7+eJXT94YzNG/eXFf3qKgou33Onj2LCRMmaNNHbNq0Cd988w1q1aqFV199FTt27EB0dLSuiyeQvbFSRDnFQIkoF82YMQMXLlzQlt966y3dANuxY8dq/6ekpNhdoMfFxaFPnz52g96t3blzB3/99Ze2vH//ft32ESNGaP/7+Pjotll+zT1+/Dh8fX3x66+/OlKtXGNdHutflkNCQjBw4EAYjUZdl4qLFy/quj5Z19VkMmHKlCk5KsfSpUt1c0xNnjzZ7uIqN02ePFl3sWBdj/Pnz+vGo02dOlXXumV9IWTdrTM5ORl//vlnnpS3V69eupYB2/mzMmsJtbAOfFJTU9GuXTttUtA+ffpo2xITExEcHGzXkmE9mN364vqff/7J9LwZveY/++wzlCxZErdu3cKoUaN0z0d6CRjGjx+PqVOn2h2vIMnp62rr1q147733tG2VKlXC559/rjt206ZNtYlalyxZgh9//FHb1qhRI8ydO1dbvnjxIpo2bYqLFy/my3u4R48euh+SrD8PAfuEM9aBeWbSS8Zicfjw4QznD7P23HPPwd3dXVu+ffu2LgDNDTl9bzhD6dKldfMqHT9+HKdOndLt8/XXX2PhwoWoUKECAElCMXHiRF3CEC8vL7vnx7I/UZ5yVro9osLCbDaryMhIuzkomjVrpiIjI9XRo0fVzz//rB599FFtm7e3t/rss8/sjpWamqoGDBig7Ve2bFn11VdfqSNHjqhffvlFNW/eXAUGBqqoqCjd/azTaru6uqpGjRqp0NBQtXnzZl1aX+t5lCys59Zo0aKFCg8PV8OGDVPu7u7q7Nmz6vz583bzw8ybN0+dP39emy/Ier4PS72t56Rx1IIFC3RpYjdv3qx++uknZTKZ1Lx587THyDodcrt27bQ5WMqXL68AKDc3N11645y4dOmSbs6f2rVrq2XLlqkjR46osLAwtXLlStWpUyfdc/XTTz8ppZRKTk5Odx4lyxwz6bGe76Z8+fJq3bp1ateuXbrn9rnnntPNd6OUUuHh4bq0x5988ok6cOCAGjhwoDYnjfX5LfNjpTePUmhoqIqJiVExMTEZzrFlsX79el0K7blz56qwsDD14osv2s2jFBoaqq5cuaIrd2xsbIYpuBMSElTx4sW1bbNnz7Z7vKxTm7u4uKivvvpK7du3T3Xv3l137t69e6vIyEhtrqZLly7pUhmPGTNGHTx4UDVu3FjVrl1bO/7HH3+spdZ2dXXV6vfHH3+oAQMGKA8PD7Vx40Zt/4zeJ5GRkboU4dllec1YH9d6jrGsjp3d19X169dVuXLldOd777331IEDB3Q3/C8l+KlTp5Snp6fufbty5UrdvuvWrVNAWpr4/HgPf/vtt7rnefbs2erw4cPqm2++0ebgAaD69OmT43mUAgIC1MaNG9XOnTtVw4YNda/nzD4Hhw4dqu1nm2JeKZXuPEqW4yUnJ6v//vsv3feu5T2Wk/dGRvPq/ffff9rnfHr3zeo7IL15lKzvq5TMo9S+fXtte7169dSWLVvUkSNH1Pvvv688PDx0U1dMmjRJATIv3Zo1a9TRo0dVaGio6tKli3aMDh062M39RpQXGCgRZeH69eu6L4H0bl5eXqpy5crqkUceUQsXLlTXr1/P9Jg//PCD6tatm/L391cuLi7K09NT1a1bV02cOFFdunTJbn/b+YdWr16tmjZtqooVK6aKFSumGjZsqD788MN0vziOHz+uevbsqfz8/JTJZFLFihVTDRo0UN9//73dsa1vDz30kN28Mda39OanyUpSUpKaPHmyql69unJzc1Mmk0kFBASo0aNHq8TERN2+W7ZsUX379lUBAQHKzc1NeXp6qpo1a6rRo0eriIiIbJ87I7t371ZjxoxRDRo0UKVKlVIuLi7Ky8tLVapUSXXs2FFNnTpVbdu2TbsQV8p+PhLbW0YiIiLU6NGjVc2aNZWnp6dyc3NTAQEBqm/fvnZznlhbs2aNatCggXJzc1Pe3t6qVatWau3atXbzKAFpc2VlVLaZM2faza+UUdn379+vevXqpUqVKqVcXV1V5cqV1aRJk3STEFtutnOnKKVUt27dtItr29e19QWp9XxiFklJSWr27NmqWrVqys3NTZUvX14NGjRInTp1Kt1yW8/ltG7dOtWyZUtVvHhxZTQaVYkSJVSHDh10c/0opbSAMzAwULm5uSlXV1dVpUoV1b9/f3Xo0CHdvhm9TwDc0wV/Vp8tjhw7O68r27l2Mrv99ttvas2aNQ7vb/0cKJX37+FTp06pSZMmqUaNGqkSJUpon2/Vq1dXTz75pFq/fn22j2k2m9XixYtVw4YNtc/Xpk2bqtWrV+vmPcrsczA8PFzbvnnzZrvttnN92T6G6Z3H+j2Wk/dGep8Vlu+TrD7nM9uW2WeJ9WNjNpvVV199pbp06aL8/f2Vq6urKleunAoJCdF+gLLYuXOnGjVqlGrRooWqWLGi8vDwUC4uLqpMmTLqoYceUh988IE2uTFRXjMolYcprIgoV4SEhGj9twMDA3UZn4iIqGBp164dLl68iMjIyAI3VpSIHMcxSkREREQ5FB0djSFDhmjj4RITExEVFYWRI0cySCIq5JgenKgAu3v3Li5cuKAbRJySkoKTJ0/Cx8fHbvJGIiLKX/Hx8Vi+fDlq1KiBnj174r333kNSUlKWcycRUcHHrndEBVhoaCjat2+f7rbBgwfbTfaYn/bs2YPevXs7tO/q1avRqlWrPCnHuXPndDO5Z2bhwoV48skn86QcRADw7rvvOjzBqe3k1Perwv4ejo2NxTPPPIODBw8iPj4e9erVw+LFi9GkSRNnF42I7hFblIgKsJCQkGzNgp6fkpKSdJNdZrVvXjGbzQ6Xw5H0vkT3Ij4+3uHXI4nC/h4uVaoUNm3a5OxiEFEeYIsSERERERGRDSZzICIiIiIissFAiYiIiIiIyAYDJSIiIiIiIhsMlIiIiIiIiGwwUCIiIiIiIrLBQImIiIiIiMgGAyUiIiIiIiIbDJSIiIiIiIhsuDi7AERElDeUAq5eBU6dkr8uLsBDDwHFizu7ZERERAWfQSmlnF0IIqJ7kZQEDB0KfP01YDA4uzT557//gMhI4PZt4MYNID4eiIqS9UlJ8liULQtUqwaUKQPcuQMsWwZ8+SXQoIFTi05ERFTgMVAiokLv22+BZ56RoCEoyNmlyV2XLgGlSwNHjwJHjgDHj0ur0BtvAJUqAW3bAl5egI+P3KpVAwIDATe39I93+TIwYID8P2YMsHWrBFXlygF//AGMGgUkJEjgaR10pqYCZrO0SuVlMLp5M+DvDzRsmHfnICIicgQDJSIq9KZPB86dA0aPBlq3Tlv/339AxYqAq6ssKwXcuiUBRUFhNku3uIgI4MQJYMsWIC4OKFYMSEmRgCc6GmjUCKhfH3jgAWDTJmDaNKBkyZyfNzoamDRJHouRI4F69YB164DvvgPc3YEzZ4C7d4ESJdKCIxcXWTdiBFC+vAQ0v/4K+PoCTZoAoaHA+fPA9u1A7drA008DLVsC3t6Ol6tBA6BNG2DRopzXjYiIKDcwUCKiQu/55+WCvmVLoGdPWWc2A1WrAn36SJczHx/giSeAFi0kADGZnFvmiAhgwQJpKQoOlpagO3eA2bPTypacnBbk5bWUFAmErJnNUgYPj7R1Z89KMHftmrROBQdLC9TRoxKk+vsDnTpJy9eWLdJC1L+/bPfzk4Bs/34JCtu0AYYNk/oaDFJXBkpERFRQMJkDERVKcXHS8mEySStRvXrSSmJx+7Z0Szt5Ui70Dx0COnSQbRcvSrc1i8mTgUcflf3zytq1wKuvAiEhUrZLl4B33gFq1sw4GMqvIAmwD5IAeWxtA8rKlYHhw7M+Xr16cnv8ceDgQQliXV2B06cloBo5Urr99e4trWeW1r4jR7LXAkVERJRXGCgRUaESHw8sXQqMHy+tQ56e0prUpYu0XHTtKuNtbt2S7G63bkmLR48e0rpRq5Z0ybMESsnJwPffyzifnARKBw8CK1cCMTHSXa1jR6BvXylfxYpAbCxw8ybw4IPSJS0qSlpjHnkkVx+WAqt6dbmlZ/BguVmkpMjz9emn0ipVqpQETTdvypilhARpcXriiXwpOhER3ecYKBFRgaWUBEbFi0uQ8/33EmQ8+aQEJj4+wNtvSxKHwEDgo4+kq93gwcDChcDDD8uYmqQkGTOzZAlQt64ESpagKC5OEkDExsp+6bWiHD0K/PyzXLRbEiiYTJLwoEIFSYAQGCjlnDJFgqRhw6T1qHRpfWuNv38+PXiFkIuLjLuaNk1uv/wi47d69wb+/FO67r31lnTbe/FFaYkiIiLKKxyjREQFzvHjku561Spg40bgpZdkvMv77+u7zKXnwAHZ//p1SYDQowfQrx+wY4d09+rfXy7IX31V9o+MBObPl/0NBkkKMWKEJCeIjZXg7Px5YOpUKdM//8j4oosXgRdeALp3z+tHg6zdvAmsWAH8+KO0Jj78sASrVapIQFutmrQORkdLN8E6dZxdYiIiKqwYKBGRU6SkSDe0zz6TFoMvvpCMbh4ewA8/SIBTtqx0vwoLA2bNyt6YnePH5Rz16knSgZQUoFcvYN48mUtoxQoJjNaskXJcvgzs2QOsXg3s3Cnn9PCQbnR16wJGY149EpRTiYnAhg0S0J45I6+f06fleS1ZUoLsN99MSzV+4oSMDQsJcWqxiYiokGCgRET5Kj4e+PBDSStdsybw2GPSXa1jR2nFKVNG5gny9Myb8yslQc+LL0qa7QoVZIxR2bJ5cz5ynitXgLFjpfVJKQl6r12T5/6xx5xdOiIiKugYKBFRnjp4UFqDjEYZA5SUJF3gOnWS8TsA8OWXQLt2GQ/6z23x8TL+pWNHaXlIL+MbFQ1Tp0rrosEgz/eIEUC3bjIu7ZlnZB0REVF6GCgRUa6JjgY+/hj46y8Zz/P55xIUffONDMQnKghSU6Wr3rRpMgaNiIgoPex1n882bwYmTpRfOImKmvffl+50n34KPPss8NprQI0aDJKoYDEaZTLi27eBCxekKyh/MiQiIltsUcpnSsmv7R99JIPHp02TuWAMBmeXjOjePfOMJGfw9pbxIf/3f8Arr+TdeCOie9GzpwRNnp4y99YTT0gaeQb2REQEMFByqqtXgTfekHTD7dsDzZtLOmNfX2eXjChnHn0UWLfO2aUgcszx45L6vXNnyXK4bZtkPPT0lCA/IMDxYykl2RPza5wdERHlPQZKBUBCArBrl3xR//EH8OCDwIwZ/BWeCh8GSlQUfPyxTCBsMMhncfnywLffyvxMGTl1ShJE8BuViKjo4BilAsDDQzKAWWaib9VKUteeOyfblQJCQ4GYGGeWkojo/lCypExAfPYsMHOmZMrr1QsYMAB4+eX073P6tPyNjXX8PP/+K+cgIqKCiS1KBdSpU5ItbO5cmUSxWzdpYerbFxg+HHB3v7fjr1kjky6WLJkrxaUiYNs2SdOd008EpSTN9ooVuVsuovy2eTMQGSmZGzt3lm7RZjNw86akuvf1lfF4Ssn8WyVLAmPGSAtU48bAsGFynIgImUh51iwZt2erZk0ZF/Xmm/lXNyIichwDpQLs5k35wn3gAflCnjZNZppfuVIGGw8fDrRpk7NEEAYDsGcP0LJl7pebCpfDh4HFi2W8xvr19xaEu7sDrq65VzYiZ4iKAh55BKhcGfj667T5vgD5LP7uO+ku7ekp84R16gSsXi3ZHmfOBKpUkf3KlJGeAf/+K92qbdWoATz+ODBvXr5VjYiIssGpXe8OHTqEzp07w9fXF6VLl8bIkSMRHx+v28dgMNjdvvvuOyeVOH/5+KTN8REcnPYr5oYNknZ561b5tXP2bPli37oVCA+XACsxMevj37mTl6WnwuDECeDVV4GHHwZ+/VUuCL29c35jkERFQbVqwLFjae8JawYD8PTT8uPCO+/IHGEdOkigVL8+4OYG1Kkj3acPHgTefhvw9wcWLJD32+3bkhkSkH0tn9W3bgGDBsl2IiIqGJzWonTx4kUEBwfjySefxIQJE3Dz5k1MmDAB5cuXx48//phWQIMBX375Jbp27aqt8/X1hYeHhzOKXeCkpsovlStWyEXqrVvSXSQ+Xn7V7NFDuuvZMhiAtWtl8D3dvwYNAsaPl+5CRJQ3btyQOcb++EOCqMWLJSDq3FmCq7feAn7/XT6PIyKAWrWcXWIiIgIAF2ed+JdffoGrqysWL14Mo1Eatj755BPUq1cPJ0+eRFBQkLavr68vypUr56yiFmhGI/DQQ3KzdeYMMHo0UK+eBE1370rWJsuv/mxRur/9+ae0PjJIIspbvr7S8t+zp3wu9+ghPQNq1pSsp126yNQQgwcD164xUCIiKiic1vUuMTERbm5uWpAEAMWKFQMA7Nq1S7fv2LFj4efnh2bNmmHp0qXgsCrHBAbK/ExXr8r4pmHDgKeeAvr3l+0MlMTt29L9xfpllZoqj09Re6mZzcCzz8rr4vvvJQ0yEeUPNzd5DxoMwPLl0oX6xg35IeujjyRQWrDA2aUkIiILp7UodejQARMnTsQ777yD8ePH4/bt25g2bRoA4NKlS9p+c+bMQYcOHeDp6YktW7ZgzJgxiI+PxwsvvJDhsRMTE5FoM0jH1dUVLi5p1TUajTCZTDCbzUhNTdXWm0wmGI1GpKSk6AKyrNYnJyfrzmc5V0pKikPrXV1dkZqaCrPZrK0zGAxwcXFxeH16dVLKiORkA+LijFi8OAV+fgpz5hgBmLB+vcKwYYZCVyfrMtqW/do1E374wYj9+1PRsKFC/foK7dopuLqakJpqxK1byfD2Bg4dAlatMuLECSPMZsDTUyExEUhOBkwmIDnZgJIlgdu3Fc6fN6B8ednevLkRDzyQigcfNKNhw/yp072+9pKTgd9/N2D1ahPOnAGeftqMTz6xjgDz/3kqrO8n1ol1upc6FS+ucOWKQpky0pJUpkwqYmJc8MADCsnJKWjTBliwwISkJAU3t/TrFB5uRFSUGRUrKjRpopxep6L4PLFOrBPrdH/UydWBgdW5HihNmzYN87JI4RMREYG6deti+fLlmDhxIqZPnw6TyYQXXngBZcuW1bUyvfbaa9r/DRs2xO3bt/HOO+9kGii99dZbmD17tm7duHHj0L17d205ICAAwcHBiIiIwPnz57X1QUFBCAoKQnh4OKKjo7X1wcHBCAgIwL59+3QJJ5o0aQI/Pz/s3LlT9+C3bt0aHh4e2L59u64cHTt2REJCAnbv3q2tc3FxQadOnRAbG4uwsDBtvbe3N9q0aYOLFy/i6NGj2no/Pz80adIEUVFROHnyZKZ1OnUqEOXL++DWrYqIijqCI0euoWlTA6ZPL4sjR2ogPNwT8fGFq07pPU9mswGLF9dBSoofBg0qhieeCMO//wKLF/vjxRd9UKJEcdy9a4Sn53XcuWNEmTIJ6N79LMaPfxDlyztWpzt3PFCjRgj27YvHuHEJ6NDhItq2vQwfn7ypk0V2XnsxMe44erQVgoJM+PHHy4iNdYfBANSpcx3Dh1dHcPBd7NmzG5bq5vfzlJM6AQX7tcc6sU6O1snFJR4XLwLu7rdw7ZoHjh+PQnR0E1SvHoft2/f97xi1sHlzEh55pEa6dXrppSC0aXMWc+aUwPz5+51ep6L4PLFOrBPrdH/UyTr/QUZyPZnDtWvXEJPFzKjVqlWDm5ubtnzlyhV4eXnBYDDAx8cH3333Hfqml4EAwIYNG9CzZ08kJCTAPYM8xmxRSqvTokVG1K1rwIcfGrF6dQqAtLLv3m3Crl1GTJtWuOpkXcaUlBScPq3w0ksmPPFEKgYMMNo9T6mpgKtr7tYpNtaMefOMWL3aiOnTUzF8uMmpv5ooBfz9NzB5sgkvv2zAtWtAQIAZLVqk7e/s56kovJ9YJ9bpXuo0e3Yqfv8dqFoVOHjQgAMHzKha1QVDhyq89pocZ+dOA2bMMGHqVAN69rSvU69eRqxZk4LHHjNizRqz0+tUFJ8n1ol1Yp3ujzo50qJUoOZRWrp0KcaNG4cLFy7A19c33X3mzp2LBQsWIDY705/fxxYtknmYFi2SOXKs3bghg4iffBKYONEpxcsxSxw8fTpw4IAMlO7QIf/LERcnqYI7dgTKlZMB2TVrSpKN/KCUpDB+802gYUPJYGeVB4WICpCUFPnh5upV+fwNDpbU/M8+K5/DFseOyUS1v/8uczRFRUlXPUA+a8aPl/2XLpUEPZmpWVOy7fn751m1iIiKLKeNUQKARYsWoVWrVvD29sbWrVsxefJkvP3221qQtH79ely5cgUtWrSAh4cHtm7dijfffBMvvfSSM4tdqJhM8sWcHl9fyXzWv79MNlqnTr4WLduUkokblywBjhyRC4cXX5TBzzmZdDc3lCghE1Lu3StB02efAadOSYbBUaMkocaxY/I8lCgBdO8u/+eGO3eA554DKlaUVO+2870QUcFi6dQQECA3ANiyxX6/gABZ3727TFobGCgZTK3VqSMJWTp1kolx05OSIp+Z334rwRUREWWPU1uUBg0ahA0bNiA+Ph61atXCSy+9hIEDB2rbN23ahOnTp+PkyZNQSiEoKAijR4/GiBEjdOOYKGOffioX0p9+at+iZHHmDNC7t7SIzJgBNG+ev2XMSHw8cOWKdFMBZLJdPz/5Bbagz/8UGwusWgVcuABUqCBBzD//SGCakCC/Aru5SWrumjUlXbClJ6nlHZlZ8HfwoGQyHDEC6Ncv7+tDRPlHKcmC17FjxqnCL10Cli2TNOPz5wOtWsn6kydl8udy5aRFav16SV5jM9SAiIgcUKC63lHuW7JEulx8/nnGgRIgKWuvXAGmTpWWj0WL8q+M1vbskV9SL12SlpjgYAnkEhMltfnIkc4pV164exfYv19ax374IW2Oq/h4+dujh3QnDA6WwGjWLKB2bQm2qlcH3n4bKFvW2bUgImcKDZUJazt3Bho0ACZPBtq0AT78UNL/BwbK38w+/4mIKH1O7XpHec9olK53WXVNM5mk5WPFCn1rjVISRLnk4SslOVm6kP33n8xS37evdCWpWNF5XeryQ7FiaZMFv/CCBE7/m0oMcXHAb7/JL8YRERIQvfeeBFHTpwOlSjm16ERUQISEAC1bSovRsWPAzJkydgmQH1VatUr7HrDuiLF/P9CsmVOKTERUaDBQKuKMRglEctpTsUkT+durl1ygO5AgJFtu3waGDpWECI8/nrvHLmwsQRIgrXqPPSY3IqLMuLvLeCaLrVuBRx6RH5/q1ZMfWj78UIKmpk0laGrevOhNqE1ElNs40KeIM5mAmzelz3p23bkjGfPCwqT7xsMPy5fvN99I8JUbXnlFAqX7PUgiIsotixcD774rmfMMBvnBa8MGGav69NMy1hOQVuuoKOeWlYioIGOgVMQZjdKNKzuBkqW727Vr8oVqMACDB8uX6qpVMpapRw/pFpZTERHSn97XF+jWLefHISIiezVrpnWtGzlSxn4uWSJTKQwfLus7dACef955ZSQiKujY9a6IM5kkUCpePPv3vXZNUtNaK1ZMUnI//7xkWxsyRAKnsWMlGHviCTmX2Zx2S0mRv5cvS4BUrx6wZo2ktA4MzJVqEhGRA2rUkCx506fLXEy3bgG7d8s2Dw/JxElERIKBUhFnaVEqWdLx+1j6racXKFm4uEjwA8i8QfXrAwMHAj/9JOtMJrm5uKT97+0tXfY2bADmzGGQRETkLCVLSivT6tXArl2ybsMGYPnytCkZnE2pop3Qx1ZIiASxTLJBVHAwUCriLIFSRhMSZiY6Oq0vuy3rL6/oaJmzo0oVYNKkrI87bVrWs8kTEVHe69077X83N2ntf+opyYKaH+LjgdOnZazU6dNyO3tWeiLcvStjY6dMyZ+yOFNMDBAeLjcGSkQFBwOlIs7S9S4nyRyuXQMaNsx6v8wCKlvBwTIJq6dn9stDRER5p3dvoF074NdfZRyqRdu2Oe+Sl5wsgY9tMHT7tmz38gKqVZNWrOBgmZ6iUiXJsGo2S6KfBg2ABQukDG++6dh5Fy6UgKNly5yVO7/9/bdkLvzgA5kHq04dZ5eIiAAGSkWepUUpO2OUrJM5ZNT1zlpMjGTHc0StWlImtigRERUsgYESzJw4IWNKAQlWpk+XCa9r1LD/UUwp2dcSAFmCoatXZbubmwQ+lmCoZUv568iPdyYTULcu8N13Mqa1b1/H6zJzJvDyy4UnUPrrLxkz9u23wLx50gWSiJyPgVIRd68tSo4EStHRQOnSjh3TwwMICmKLEhFRQWQySWuGdYvGxYtAaKhMDN6/P3D+vNxSUuSHtXLlJPipVk26ylWtKt8duTG+6K230v6/eVPOmdUE6NHRUpbr1+/9/HktMVF+QPT2lkmDL14EnnnG2aUiIgsGSkVcTlqULMkcYmKAUqWy3j87Xe8AGaPk7u74/kRE5DyDB8vfAQOAkydlDFNAQNYBS26rUkVaXho1yny/8HBJjHD1qswHGBcHlC+fDwXMgRs3gIceknmvLN+jxYtLl8XcnuCdiLKP8ygVcfcy4azZ7NgHtaMBlcXQofdXJiMioqKgcmWZe6lKlfwPkgDphnfnTtb7/fqrBHV//AF8/bW02BRUt25JBkLrHxv79wc6d3ZemYjSc/WqdMu13OLjgd9/B0qUANatA44dk3GB7ds7u6S5iy1KRVxOWpSyy2x2zpcmERHdPzw9HQuUjh6VRERdukiSBMtUFgXRzZuAj49+3ZNPAt9/L/NbVa0q3fMsPD2BsmXzt4xEgMyT2aKF/H/5svwAUbmydLeNiwMuXZIgf/t255Yzt/HytogzGuVDNjstSpbWHksXPCIiImdzJFAym2UsrMEgQcYvv8gY2oQEWV/QZPRDZpkykv2ueXPpNmiZ4mP3biAsLH/LSHTzJlCxIvDOO7J8/LgkHLlzR3oUJSZK66ht0F8UsOtdEWcyyd/stiglJzveSsRudERElNccCZTi4gBfX/m/cmW5oAsKkl+7C6I1a2SMkq0XXpBU6KdPyzxSCxfKrWLF/C8j3X9+/hk4cyZt+ehR4MEH05a9vaXr3e3b0nU0KUkCJcu15vHjQJ8+EmAVdgyUijjj/57h7KTjVkrGHWWVoMFgkF/vjHwVERFRHvP0lO+mmzftb6mpss/163LhBki68ytXJK25JYvfpUtA7dqSxtzZLl8Gzp0Dmja131a3roxTuno1LfAD5PuZvT0or61YAYwcmdbt86+/gHr10rZbB0qWFqXTpyVQMpmAffskM+aGDc4pf25i17sizs1N/lpalhzlSGpwpfRfSkRERHmldm1g1Srgzz/162NigJ49gbFj9d9JNWrIBLpBQdL1rm1b6X7XvLkMQq9WLX/Ln5Agv7xbuictWAC89FLG+1sCJOtAqVgxOU6xYnlVSiJ5nT7/PDBpErBokQRK3bqlbff2liDe3V0C/ZgY4LffgDFj5Lrzxg2Zw+zaNadVIdcwUCrimjeX9N3ZYTTKG8DROZSykxqciIgoJx54QLLY2bpxQy7QbAOlEiWAnTuBJUtkedw4oF8/CbS2bMm3YuPIEelG999/8qPlnj3y3fnPP0Dr1hnfLzBQftn3909b5+UlXZwYKFFeUgp45BF57fbsKcMxLOPkAAmG6tWTnkV16kgCBx8fuW60BEqBgWkTTxdm7DRVxBkMjk8Ga2EJlBwJgBgoERGRM/n6yoUZkH4vh3bt5JdvS8au2rUlgNq3L3/KN2eOtB79+Wfa9+UHHwATJmR+P1dXSXNu3SOkdWtg1Ch2v6O8Yz3W6NVXJSHK5s3249HnzQPeflsCJOvMjO7uMlawQQPZp0sXYMcO4NChfKtCrmKgRHaMRunXzRYlIiIqDCpUkMQIBw/aB0o1akh3Ncsv4j4+wLJlErzktQsX5MIxIECWDQYJ6g4elDmpsuvZZ6U+/foBr70G/Phjrha3ULp1S65DLMEy3Zvr17M3N6abm3TVs16Oi5P34dmzQK9e0nVv8WJg9OjcL29eY9c7smMwSKDUtm3W+zqS9IGIiCgvzZ8PLF0qPSiaNct6/4AAuU2ZIr9651X21vnzZZJ1CxcX4P33pRtgTs/51luSVcxsBl55RbKL3Y9SU4EePdLmooqJ0Y/nopyJi5Nuq44qUQLYtCltfi83N+DiRUm+Ur68dIstzBgokZ3sdr2rWTPvy0RERJSRUqUyT4yQnvfeA2bOlPFKXbrkfpni42WMx/vvp63z9pZuf7Nm5fy4BoNkxbP8f79KTJQuYr/+Ks9jXJyzS+R8CQkypsjTE0hJkdTzU6bIth9/TEuv37KltEymJ7uBUrly0o01JUWWXV2BtWuBL7/MeT0KEna9IzuOJnMwGNj1joiICieDAXjuOeCjj2T8REJC7h5/0ybgmWf0U2j4+MgcSfdzgJMdd+5IV7Dr1/XjYABZdneX/0uUcDxQGjwYaNVKxtAUhWQDBw5IMP7++zIerlkzYN06Sc2tFDBxInDqFPDVVxKou7rKfhnJbqAESJIRy30MBsk0WVQyIrNFiewYjZIb39Mz630ZKBERUWFVsSIwcCDw009y8fj992kX30DavEU5mS/wwgUgOFi/bv58SVGeW1JT5VZY5zNMSkqbxiQ97dqltZ6dOSOtf5b9rQOlUqUcT0V98qSkmV+9Wlr8OnfOefkLgnffBYYNS3tcGjSQvwYDMG2atOw895wE6L16ybYVKzI+nvWkzTlR1H4EKKRvLcpLRqP0fXZEbGzR+dWAiIjuP336AHPnAiNGSErknTvTtn32mXQv79JFLtSzI72eGcWK5e6FZJ06wLFjuXe8/PLtt5JJrXx54Oef098nNlbqt3y53IYPB/7v/9K2WwdKTZpIy0pW7t6VxB8BAfL34kX99gULgL595ZZZMFGQ3Lkjr8/27eVme002dKik77YESYB0l7t0Kf3j5aRFyVZRysrIQInsGAxps5xnJTU1+5PZEhERFTQ9egDffSfjXSzjLSIiJJX3li1AlSrZC5bOnZMWq7wUECDJlwqbN9+U4LRXL0k/bevyZZln6oEH0tb17y9ppi3BjXWgVKcOsGsX8OijEuT8+2/65z19Ou05SS9Q+u03YOVK6aZWlDMKtmoF7N2b/rZ7DZQMBgZKVMQZjdKP1ZH9HA2oiIiICrpSpYCGDaU7Xt++cjHZpYv0snjnHUnJ7aiYmOzPY5hdfn7Zn1Te2e7elWDljz+Ajh1lfinb8UUtWkgLX8uWaesMBgmwXn5Zlq0DJaNRnqt166RVsGZN4MSJtPuazcDIkTIp8YgRsq5CBekeuWePJN6wnMPNTVr+7t6VgK2gSkmRQD4nP1a3agWEhkpKdcstJkZ+FPjqK8emh8lIUet6xzFKZMdodOxN4uKSlkGFiIioKJg+Xcau1KghF8su/7tSeukloHt3+bU8q4vB1NT8uWAsWxbo1An49FO5cF6wQJ8e/coVaQVzJGV6fjl2DGjeXILI1q2Bbt2A2bOBqCgJnMaNkxaijRvt79uggSQO2LVLghnr8WQWgwbJuKNBg4A33pBzXb0qwdKOHWnPS/nywLZtMr/PZ5+lBVAW06ZJIoRvvsn1hyBXhIbKhK8TJ2b/vrVry2v0hRf067t0AY4evfcxb0WpRYmBEtnJTqCUm4NSiYiInM3fP+MB/n5+jk3I+cMPaYPq81K9evK3bFmZhPb4cX1QNGOGTG77+++OJWjKD4cPS6vd7Nmy7O8vLUVXrsi8UG+8kfk1yOuvA08+Ka176QVKgARBP/4oLYPPPSfLFSvqg1d3dxnztGOHnDspSTLCWXToICnkLZSSrnply6YFz85096485927Z/++RiOwaFHulwlg1zu6DxiNjmWyc3FhxjsiIrp/tGghXfDu3s14n5s3pYXH0kUsL5UpI0kHGjWSgCMiQrpQWVy9CvTuDTz9tHQzKwgsgZJFqVISfLq6SgvJuXPAE09kfP9SpYDRoyUdduPGGe9XooQErNu3S3DVsaP9Pg8/DIwaJV3sYmLsr2msA6vVq4GQEMmYVxAkJhbMH6uLWtc7Bkpkx2BwvEWJgRIREd0vRo2SVpy2beUCHJBWm3Hj0vaJipIuZfnVgtOnj4y9qV9fvr8fe0y6ZQHS3WzaNGmBefPN/CmPtaeekulGLGX5+Wfp2lW5cto+zZpJgATID7WffipJGTLTuzewZo0EOplxd5dWoTVrZPLV9JQqJWN0oqPtr31cXIDkZPn/1Cl5HAvKuCXrMVoFSVELlApA4yEVNNnpesdAiYiI7hdGo7TOdOkiyQE6dpQWEuuLw1OngGrV8q9M1q0Kb78t3cj69UtLc240SsDy+eeOja/KTd9/L61aJUpIMNKkicxXZV2G4GD7+abyk7c3cOuWzMNke01Tt650zevSRVq62rWTx3bYsHuba+heXb0qY8T9/Z1XhswUpURfbFEiOwyUiIiIMlaqlPyib2ktsRYZCVSvnv9lsihbFqhUSbqKWRiNkt7culteXktOBh5/HNi6VcYLbdsm3RZDQvKvDI4wGiWAjI62v6Z59tm0rnYXLkgSBCB/H0dr169LNsYqVeTxZItS3mOgRHZcXBz7lYKBEhER3a+aNgWWLZMsbNZCQyXTmjN9+ikQFpZ2YQ9IQgPbeYPy0okT8tiYTGm3guryZRnzVK6cfn2VKpK6/NFHpeUuOFiSUMTG6vfLrAXlypXcSW4QHS0BZ+vWkoTiyhUGSvmBXe/Izty59h/86XFxyfs5IoiIiAqiKVMkmUDHjsB//8m648dlklRnX8B6edmPSapQAbh0KS1TXl6bNUvGRxUGO3dK1jsfH/16g8F+4llL8gmLa9fkx+X0gqHUVJmzqFo1SePdrVvOyzhlCvDll5Je/e+/5bwFMZkDwK53VMR5ezv2i0CtWkBgYN6Xh4iIqKDx8JCxLdY9MHbuzDi1uLNVrixzBh08mPfnuntXAocmTfL+XLmhWDEZR+XItU/JkvoWpd69M04XfuiQtEJ9803O52OKi5OJdI8eleXq1SWgu3DBsR+18xvTgzto7ty5aNWqFTw9PeGbwYi3s2fPokePHvD09IS/vz8mT56MlJQU3T6hoaFo1KgR3N3dERQUhGXLluVVkSmbnntO5iUgIiK6H334oYwZMRolq9uePZJCvCB65BHJ0Gc9N1BeiYvLeq6pwsq6RSk1VQKnjFqK5s+XoKFMmZyPa3r3XUkYcuCALLu7S1AXFyeTIhc0Ra3rXZ4FSklJSejbty9Gjx6d7naz2YwePXogKSkJe/bswfLly7Fs2TLMmDFD2+f06dPo0aMH2rdvj/DwcEyYMAHDhw/H5s2b86rYRERERA7p1QuoWVMuXl9/HXBzK7iZyAwG6Sp482benys5WT95a1FSsmRaoHTpkoz9cnOTrnEdOuj3rVxZElhY/j9zJnvn2rVLUptPnqxf36KFjKsqqF3vilKLUp6NUZr9vymXM2oB2rJlC44fP45t27ahbNmyaNCgAV5//XVMnToVs2bNgpubGz755BNUrVoVCxYsAADUrl0bu3btwvvvv48uXbrkVdGJiIiIHObuLmmkLSm5CyqDQS7Wb960H4+Tm5KSJHgoigIDpeVwyxYZKxQYCPTsCSQkyHJqqrQwAvq5mdq1A37/HRg40PFz7dsnLYC2c3IZjZLdsCAqal3vnJbMYe/evXjwwQdR1uqZ7tKlC0aPHo1jx46hYcOG2Lt3Lzp16qS7X5cuXTBhwoRMj52YmIjExETdOldXV7hYdSI1Go0wmUwwm81ItRp1ZjKZYDQakZKSAmX1TGe1PtkyI9n/WM5l25Uwo/Wurq5ITU2F2WzW1hkMBri4uDi8nnVinVgn1ol1Yp1Yp/yvk4uLAbduGZCSklLg6zR4sBG7dgHdu5vy7HlKTDTB1bXgPU+58drz80vG0KEGREQYcOECMHasEdWqSdl37TLi2LFU1Koldbp+HfDySkFysrQCzZ1rwsCBxnTLbjK5QCn9+tu3jfD1lefp6lVZn5xcsN9PqalGAEakpJgL/GeEqwPNnk4LlC5fvqwLkgBoy5f/N+1xRvvcvHkTd+/eRbFixdI99ltvvaW1aFmMGzcO3bt315YDAgIQHByMiIgInD9/XlsfFBSEoKAghIeHIzo6WlsfHByMgIAA7Nu3D/Hx8dr6Jk2awM/PDzt37tQ9+K1bt4aHhwe2W6bu/p+OHTsiISEBu3fv1ta5uLigU6dOiI2NRVhYmLbe29sbbdq0wcWLF3HUMooPgJ+fH5o0aYKoqCicPHmSdWKdWCfWiXVinVgnJ9apdetYNGpkwvbttwp8ne7e9UNoaBl07x6YZ8+Tp2dzuLmVLHDPU2699ry8UlCzpnS79PdvjZQUqZOPT1l8/rkbunc/h44dOyI52YDffkur699/NwHgZ1cnDw9vtG/fBufO6et0+nR9eHqWL1Tvp9OnqyMxsRL27Qtz+vOUVZ26du2KrBiUcryBbNq0aZg3b16m+0RERKBWrVra8rJlyzBhwgTcuHFDt9/IkSNx5swZ3XijO3fuwMvLCxs3bkS3bt1Qo0YNDB06FNOnT9f22bhxI3r06IE7d+5kGCixRYl1Yp1YJ9aJdWKdWCfWyb7s//wDLFtmwoIF9i0buVWn8HATNmww4pVX7q/n6cYNoFMnFzRurPDggwasWwds2ZJWp2efNeGdd4woU0ZfxkOHDGjRwgVms379pEkmjB9vRNWqhee1N3euEZ98YsT58/dhi9KkSZMwZMiQTPepVq2aQ8cqV64c9u/fr1t35coVbZvlr2Wd9T4+Pj4ZBkkA4O7uDncHJzEwmUwwpTMLmnVQ5cj6jB7s7Kw3Go0wGu3za2R3PevEOmV3PevEOgGsU0ZlzO561ol1AgpuncqVS0tGYDQacfy4EXXr6rOV3WudzGYZo3S/PU9lygBHjgB//WVAdDTQqZN+/4ceAv74A+jTR1/GiROBgAAp+44dRlStKmnAExMldXlheu1ZTmE5V0F8nrIjW4FSmTJlUMYyKu0etWzZEnPnzsXVq1fh/78UMVu3boWPjw/q1Kmj7bNx40bd/bZu3YqWLVvmShmIiIiI7ie+voClk09MjExA+/nnwLPP5t45inLWO0dkNKlvu3aSUr5Pn7R1f/8tkwFb0qk/+ijw9tvACy/IfFSZtAsUSEwP7qCzZ88iPDwcZ8+ehdlsRnh4OMLDw7V+hA8//DDq1KmDgQMH4siRI9i8eTNeffVVjB07VmsNGjVqFKKiojBlyhT8888/+Oijj7Bq1Sq8+OKLeVVsIiIioiLL1VUCGUBSTI8bJ6nN79zJvXMkJd3fgVJGgoKAyEj9ut9/B/r3T1v28gJu35b/7961z3hXGFj1nCv08ixQmjFjBho2bIiZM2ciPj4eDRs2RMOGDbXBayaTCb/88gtMJhNatmyJAQMGYNCgQZgzZ452jKpVq2LDhg3YunUr6tevjwULFmDJkiVMDU5ERESUQ5YL2atXJb11t27AtWu5d/zk5KKbHvxeGAwyWaylRS8hQdK1V6ki2/75ByhePC1QSkwsfI9jUWtRyrOsd8uWLctwDiWLwMBAu651tkJCQnD48OFcLBkRERHR/at4cRkX06yZzMdz5UraxXluYItSxtq0AXbvlvFLbdsC9etLS9O4ccBjjwFNmuifi8IWeBS28mYlz1qUiIiIiKjgCQ4G3n8fOHwY8PeX7l251fXu3XdlktQ2bXLneEWNZeLZHTuA9u2BJUsAb2+gc2dZ9+abudsN0hnY9Y6IiIiICqVXXgHWrwfWrgUeeEDGxeTWxfmlS8BnnwG1a+fO8Yqa4GDg6FHp9tismX5bhQqSlTAuzjllyw1sUSIiIiKiQstgAHr2lDExVapIi1Judb0rjJna8pPRCLi7A3/+Cfj52W/39k4LlApj0FEYy5wZBkpERERE9zEvLyAiAtiy5d6PxUApax06yDiuBg3S3x4QAHz5pTyWhY3BAFjN/1ro5VkyByIiIiIq+MqUAV57TbrfRUff27EYKGXt+ecz3/7ee8CPPwIvvZQ/5cltRWmMEgMlIiIiovuYvz9w7hzw4IP3fiwGSveueHFg6FBnlyJn2PWOiIiIiIqMGjWACROky1dOJCcDmzZJdzKlZBwO3Z8YKBERERFRkeHjI+nCXXLYzygiAnj6aWDz5twtFxVORanrHQMlIiIiIsLNm8D48cD169m737VrQJ062b8fFT1sUSIiIiKiImfpUiAqSiaizY6rV6X73o0beVIsKkQYKBERERFRkVOtGtC/P3DhQvbud+0aULPmvWfMo6KBXe+IiIiIqMhp3lzGK1kmPXXE1asyN9C+fXlXLioc2KJEREREREVS1arAxx8DQ4Y4PnHohQtA5cpA06YyzonuXwyUiIiIiKjIat4cqFABWLVKlhMSZDLajFy+DJQrB4wcKXMy0f3LYHA8wC4MGCgRERERkc5TTwFnz8r/TzwBtGyZ/n537gDe3vJ/YCDw3Xf5Uz4quBgoEREREVGRVa4ccOmS/G8yAXXrpt+tLioKqF49bZmTzd7f2PWOiIiIiIq0cuWkS921axIgtWwJPPywfWa7U6f0gRLd34pa17sczsFMREREREWVt7cESj17SrrnceOAM2eA2FjAzy9tv5gY/TJRUUoPzkCJiIiIiHQMBqB1a0ns0LOnrPPwkMQO1uLigCpV8r14VEAVta53DJSIiIiIyM7rr+uXMwqUSpTIvzJRwVbUAiWOUSIiIiKiLGUUKPn4OKc8VDAVpa53DJSIiIiIKEvpBUo3b7JFidKwRYmIiIiI7jvsekdZYaBERERERPcdDw9g9Wpg6NC0dUlJgLu788pEBQvTgxMRERHRfeehh4CNG4ELF4Bff5WJaIlsMVAiIiIiovtKpUrAN98Ajz4KfPihrHPhlSRZYdc7IiIiIrqvmUxF76KY7l1R63rHQImIiIiIHGYwpCV1KEoXxZQ7itJrgg2mREREROSwOXOAmBjgu++Ac+ecXRoqSIpaKyMDJSIiIiJyWP368jc4GIiPd25ZqGApal3vGCgRERERUbb5+8uNqKjiGCUiIiIiIrpnRa3rHQMlIiIiIiK6ZwyUiIiIiIiIbDBQIiIiIiIiKuIYKBERERER0T1ji5KD5s6di1atWsHT0xO+vr7p7nP27Fn06NEDnp6e8Pf3x+TJk5GSkqJtDw0NhcFgsLtdvnw5r4pNREREREQ5UNQCpTxLD56UlIS+ffuiZcuW+OKLL+y2m81m9OjRA+XKlcOePXtw6dIlDBo0CK6urnjzzTd1+544cQI+Pj7asj9zURIRERERUR7Ks0Bp9uzZAIBly5alu33Lli04fvw4tm3bhrJly6JBgwZ4/fXXMXXqVMyaNQtubm7avv7+/hm2ShERERERkfOxRSmX7N27Fw8++CDKli2rrevSpQtGjx6NY8eOoWHDhtr6Bg0aIDExEcHBwZg1axZat26d6bETExORmJioW+fq6goXl7TqGo1GmEwmmM1mpKamautNJhOMRiNSUlKgrKYWzmp9cnKy7nyWc1l3JcxsvaurK1JTU2E2m7V1BoMBLi4uDq9nnVgn1ol1Yp1YJ9aJdWKdWCdn1clsNgBwQUpKSoGvk6urK7LitEDp8uXLuiAJgLZsGYNUvnx5fPLJJ2jSpAkSExOxZMkShISE4M8//0SjRo0yPPZbb72ltWhZjBs3Dt27d9eWAwICEBwcjIiICJw/f15bHxQUhKCgIISHhyM6OlpbHxwcjICAAOzbtw/x8fHa+iZNmsDPzw87d+7UPfitW7eGh4cHtm/fritHx44dkZCQgN27d2vrXFxc0KlTJ8TGxiIsLExb7+3tjTZt2uDixYs4evSott7Pzw9NmjRBVFQUTp48yTqxTqwT68Q6sU6sE+vEOrFOTq/T8eMVANTDvn37CnydunbtiqwYlHUYloVp06Zh3rx5me4TERGBWrVqacvLli3DhAkTcOPGDd1+I0eOxJkzZ7B582Zt3Z07d+Dl5YWNGzeiW7du6R7/oYceQuXKlbFixYoMy8AWJdaJdWKdWCfWiXVinVgn1ol1yt86rVxpwNChLkhOLhotStkKlK5du4aYmJhM96lWrZpufFFGgdKMGTOwbt06hIeHa+tOnz6NatWq4dChQ7qud9YmT56MXbt2Ye/evY4Wm4iIiIiI8tjXXwMDBwKORxcFW7a63pUpUwZlypTJlRO3bNkSc+fOxdWrV7Usdlu3boWPjw/q1KmT4f3Cw8NRvnz5XCkDERERERFRevJsjNLZs2cRGxuLs2fPwmw2ay1HQUFB8Pb2xsMPP4w6depg4MCBmD9/Pi5fvoxXX30VY8eOhbu7OwDggw8+QNWqVVG3bl0kJCRgyZIl2LFjB7Zs2ZJXxSYiIiIiIsq7QGnGjBlYvny5tmzpSvfbb78hJCQEJpMJv/zyC0aPHo2WLVvCy8sLgwcPxpw5c7T7JCUlYdKkSbhw4QI8PT1Rr149bNu2De3bt8+rYhMREREREWVvjBIREREREVF6itoYJaOzC0BERERERFTQMFAiIiIiIiKywUCJiIiIiIjuWVHpcmfBQImIiIiIiMgGAyUiIiIiIrpnBoOzS5C7GCgRERERERHZYKBERERERERkg4ESERERERGRDQZKRERERERENhgoERERERER2WCgREREREREZIOBEhERERERkQ0GSkRERERERDYYKBEREREREdlgoERERERERGSDgRIREREREeUKg8HZJcg9BqWUcnYhiIiIiIiocIuNBc6eBRo0cHZJcgcDJSIiIiIiIhvsekdERERERGSDgRIREREREZENBkpEREREREQ2GCgRERERERHZYKBERERERERkg4ESERERERGRDQZKRERERERENhgoERERERER2WCgREREREREZIOBEhERERERkQ0GSkRERERERDYYKBEREREREdlgoERERERERGSDgRIREREREZENBkpEREREREQ2/h9uIr0py8vfkQAAAABJRU5ErkJggg==",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "columns_viz(datasets[1], color= 'blue')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "doganella_pred = aquifer_doganella\n",
+    "rainfall_doganella = [col for col in doganella_pred.columns if 'Rainfall' in col]\n",
+    "volume_doganella = [col for col in doganella_pred.columns if 'Volume' in col]\n",
+    "\n",
+    "doganella_pred['rainfall_mean'] = doganella_pred[rainfall_doganella].mean(axis = 1).values\n",
+    "doganella_pred['volume_mean'] = doganella_pred[volume_doganella].mean(axis = 1).values\n",
+    "doganella_pred = doganella_pred.drop(['Temperature_Monteporzio', 'Temperature_Velletri'], axis = 1)\n",
+    "doganella_pred = doganella_pred.fillna(doganella_pred.interpolate())\n",
+    "doganella_pred = doganella_pred.bfill()\n",
+    "\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 40,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "depth = [col for col in doganella_pred.columns if 'Depth_to_Groundwater' in col]\n",
+    "\n",
+    "# Splitting the data into features and target\n",
+    "y1 = doganella_pred[depth]\n",
+    "x1 = doganella_pred.drop(depth, axis=1)\n",
+    "\n",
+    "x_train_doganella, x_test_doganella, y_train_doganella, y_test_doganella = train_test_split(x1, y1, test_size = 0.2, random_state = 42, shuffle = False)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 41,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "doganella_params = {'n_estimators': 200,\n",
+    "          'max_depth': 2,\n",
+    "          'subsample': 1,\n",
+    "          'learning_rate': 0.04,\n",
+    "          'random_state': 0,\n",
+    "          'enable_categorical': True}\n",
+    "\n",
+    "x_train_doganella['Date'] = x_train_doganella['Date'].astype('category')\n",
+    "x_test_doganella['Date'] = x_test_doganella['Date'].astype('category')\n",
+    "\n",
+    "doganella_model = [XGBRegressor(**doganella_params)] * 9\n",
+    "for i in range(9):\n",
+    "    doganella_model[i] = doganella_model[i].fit(x_train_doganella, y_train_doganella.iloc[:, i])\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 42,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MAE value (Depth_to_Groundwater_Pozzo_1): 56.0755\n",
+      "MAE value (Depth_to_Groundwater_Pozzo_2): 2.4902\n",
+      "MAE value (Depth_to_Groundwater_Pozzo_3): 16.5257\n",
+      "MAE value (Depth_to_Groundwater_Pozzo_4): 3.0166\n",
+      "MAE value (Depth_to_Groundwater_Pozzo_5): 6.2274\n",
+      "MAE value (Depth_to_Groundwater_Pozzo_6): 4.2734\n",
+      "MAE value (Depth_to_Groundwater_Pozzo_7): 1.5077\n",
+      "MAE value (Depth_to_Groundwater_Pozzo_8): 1.3895\n",
+      "MAE value (Depth_to_Groundwater_Pozzo_9): 5.8587\n"
+     ]
+    }
+   ],
+   "source": [
+    "doganella_pred = [0] * 9\n",
+    "\n",
+    "for i in range(9):\n",
+    "    doganella_pred[i] = doganella_model[i].predict(x_test_doganella)\n",
+    "    print('MAE value (Depth_to_Groundwater_Pozzo_{}): {}'\n",
+    "          .format(i + 1, round(mean_absolute_error(y_test_doganella.iloc[:, i], doganella_pred[i]), 4)))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 43,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1500x500 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1500x500 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1500x500 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1500x500 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1500x500 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1500x500 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1500x500 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1500x500 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1500x500 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "for i in range(9):\n",
+    "    predicted_viz(y_test_doganella.iloc[:, i], doganella_pred[i], f'Depth_to_Groundwater_Pozzo_{i + 1}', 'Aquifer Doganella', aquifer_doganella)\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Aquifer Luco"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 44,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Date</th>\n",
+       "      <th>Rainfall_Simignano</th>\n",
+       "      <th>Rainfall_Siena_Poggio_al_Vento</th>\n",
+       "      <th>Rainfall_Mensano</th>\n",
+       "      <th>Rainfall_Montalcinello</th>\n",
+       "      <th>Rainfall_Monticiano_la_Pineta</th>\n",
+       "      <th>Rainfall_Sovicille</th>\n",
+       "      <th>Rainfall_Ponte_Orgia</th>\n",
+       "      <th>Rainfall_Scorgiano</th>\n",
+       "      <th>Rainfall_Pentolina</th>\n",
+       "      <th>...</th>\n",
+       "      <th>Depth_to_Groundwater_Pozzo_1</th>\n",
+       "      <th>Depth_to_Groundwater_Pozzo_3</th>\n",
+       "      <th>Depth_to_Groundwater_Pozzo_4</th>\n",
+       "      <th>Temperature_Siena_Poggio_al_Vento</th>\n",
+       "      <th>Temperature_Mensano</th>\n",
+       "      <th>Temperature_Pentolina</th>\n",
+       "      <th>Temperature_Monteroni_Arbia_Biena</th>\n",
+       "      <th>Volume_Pozzo_1</th>\n",
+       "      <th>Volume_Pozzo_3</th>\n",
+       "      <th>Volume_Pozzo_4</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>01/01/2000</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>5.50</td>\n",
+       "      <td>0.80</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>02/01/2000</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>6.20</td>\n",
+       "      <td>3.25</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>03/01/2000</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>7.25</td>\n",
+       "      <td>0.95</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>04/01/2000</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>7.00</td>\n",
+       "      <td>4.20</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>05/01/2000</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>...</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>7.90</td>\n",
+       "      <td>6.55</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 22 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "         Date  Rainfall_Simignano  Rainfall_Siena_Poggio_al_Vento  \\\n",
+       "0  01/01/2000                 NaN                             NaN   \n",
+       "1  02/01/2000                 NaN                             NaN   \n",
+       "2  03/01/2000                 NaN                             NaN   \n",
+       "3  04/01/2000                 NaN                             NaN   \n",
+       "4  05/01/2000                 NaN                             NaN   \n",
+       "\n",
+       "   Rainfall_Mensano  Rainfall_Montalcinello  Rainfall_Monticiano_la_Pineta  \\\n",
+       "0               NaN                     NaN                            NaN   \n",
+       "1               NaN                     NaN                            NaN   \n",
+       "2               NaN                     NaN                            NaN   \n",
+       "3               NaN                     NaN                            NaN   \n",
+       "4               NaN                     NaN                            NaN   \n",
+       "\n",
+       "   Rainfall_Sovicille  Rainfall_Ponte_Orgia  Rainfall_Scorgiano  \\\n",
+       "0                 NaN                   NaN                 NaN   \n",
+       "1                 NaN                   NaN                 NaN   \n",
+       "2                 NaN                   NaN                 NaN   \n",
+       "3                 NaN                   NaN                 NaN   \n",
+       "4                 NaN                   NaN                 NaN   \n",
+       "\n",
+       "   Rainfall_Pentolina  ...  Depth_to_Groundwater_Pozzo_1  \\\n",
+       "0                 NaN  ...                           NaN   \n",
+       "1                 NaN  ...                           NaN   \n",
+       "2                 NaN  ...                           NaN   \n",
+       "3                 NaN  ...                           NaN   \n",
+       "4                 NaN  ...                           NaN   \n",
+       "\n",
+       "   Depth_to_Groundwater_Pozzo_3  Depth_to_Groundwater_Pozzo_4  \\\n",
+       "0                           NaN                           NaN   \n",
+       "1                           NaN                           NaN   \n",
+       "2                           NaN                           NaN   \n",
+       "3                           NaN                           NaN   \n",
+       "4                           NaN                           NaN   \n",
+       "\n",
+       "   Temperature_Siena_Poggio_al_Vento  Temperature_Mensano  \\\n",
+       "0                                0.0                  0.0   \n",
+       "1                                0.0                  0.0   \n",
+       "2                                0.0                  0.0   \n",
+       "3                                0.0                  0.0   \n",
+       "4                                0.0                  0.0   \n",
+       "\n",
+       "   Temperature_Pentolina  Temperature_Monteroni_Arbia_Biena  Volume_Pozzo_1  \\\n",
+       "0                   5.50                               0.80             NaN   \n",
+       "1                   6.20                               3.25             NaN   \n",
+       "2                   7.25                               0.95             NaN   \n",
+       "3                   7.00                               4.20             NaN   \n",
+       "4                   7.90                               6.55             NaN   \n",
+       "\n",
+       "   Volume_Pozzo_3  Volume_Pozzo_4  \n",
+       "0             NaN             NaN  \n",
+       "1             NaN             NaN  \n",
+       "2             NaN             NaN  \n",
+       "3             NaN             NaN  \n",
+       "4             NaN             NaN  \n",
+       "\n",
+       "[5 rows x 22 columns]"
+      ]
+     },
+     "execution_count": 44,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "datasets[2].head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 45,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1500x1100 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "datasets[2]['Date'] = pd.to_datetime(datasets[2]['Date'], dayfirst=True)\n",
+    "corr_plot(datasets[2], 'Aquifer Luco', (20, 20))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 46,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAz8AAADHCAYAAAA3fO2qAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8g+/7EAAAACXBIWXMAAA9hAAAPYQGoP6dpAABFcklEQVR4nO3deVxU5f4H8M+ZYdgVVBRFXMM1TFRcSFMLCtcWLbOstEzT1FLbtF9qajfTrls3l7xW2i1vZZtplmtiKqJoWC4puKBIgIiioGwzz++Pc8+ZOTMsMzDICJ/36+VL5jlnznm+Z32+5znnjCSEECAiIiIiIqrmdFVdASIiIiIioluByQ8REREREdUITH6IiIiIiKhGYPJDREREREQ1ApMfIiIiIiKqEZj8EBERERFRjcDkh4iIiIiIagQmP0REREREVCMw+SEiIiIiohqByQ8RubTMzEz07dsXfn5+ePvttytlHuvWrUPv3r3h7+8Pg8GAevXqISwsDO+//77D0zp37hwkSbL5Z+9wqpi4uDi0atUKjRo1wqZNm6q6OrfUhx9+aLNd9e3bt6qr5VJmz54Nf39/9O7dG5mZmVVdHSKqAkx+iKhUxTXUrf/5+vrizjvvxKRJk3D69Gmnzn/x4sWIiYnBtWvXMHv2bCQlJTl1+u+99x5GjBiB3377DQDw3XffYcOGDcjNzcXevXsdnl5wcDASExMxZMiQcg0vD5PJhM8++wzR0dFo2LAh3N3d4e/vj5CQEPTq1QsTJkzAJ598guTkZKfN01VNnToVSUlJSEtLw7hx46q6OrfU008/jcTERDRu3Liqq+KSEhMT8fbbbyM7Oxu//fYblixZUtVVIqIq4FbVFSAi15aYmAgAaNWqlVrWuHFj7Nq1Czk5OYiPj8esWbNw/PhxHD9+HKtXr8YPP/yA6Ohop8xfCKH5bDKZnDJdACgqKsK8efPUz4888ggGDx4MAJg3bx5Onjzp8DTd3NwQEhKCWrVqlWu4o27cuIHBgwdj586daNOmDRYsWIDQ0FDodDqcP38e//3vf7F8+XIAwCuvvIJ//vOfTpmvq7LcXqy3nerOz88Pfn5+cHPjqb041ttDTds+iEjGIyQRlSokJMSmTGnAA0BYWBg6d+6M8PBwCCGQl5eHUaNG4cKFC05phE2ePBl79uxBQkICJk+ejNatW1d4mor09HRcu3ZN/RwcHKz+/eijjzptPpXpnXfewc6dOwEA33//Pdq1a6cOCwsLw4MPPoiwsDBMmzatqqp4Sy1cuBBPPfUUcnNz1aSPCABat26NGTNmYOnSpejQoQMmT55c1VUioirA5IeIKqxz585o1qwZzp07BwBIS0vD0aNHERYWVuFpN2jQALt3767wdIpTWFio+azX6ytlPpXpv//9r/p3w4YNix1nypQp5Xp+6XYUERHh9FsvqfqYM2cO5syZU9XVIKIqxGd+iMgp3N3dNZ+Lioo0n5OSkjB9+nT07NkTTZo0gaenJ7y9vXHHHXfgySefVJ+5sdS8eXOb54t27dpV6vBffvkFM2fORJs2beDp6Qk/Pz88+OCD6u17ir59+6JFixaastmzZ9vMJyYmBuPGjUNYWBgCAwNhMBhQu3ZtdOjQAS+99BLOnj1bgaVWcampqerfr7/+Oq5fv24zjru7O1JTU/Hee+/ZDDMajfj0009x//33o379+nB3d0fDhg3RqVMnjBkzBl9//TXy8vI037lx4waWLFmC3r17o169eupLInr37o0lS5bgxo0bmvGLW09r1qzBJ598gi5dusDHx8fm4fz4+Hg88sgjqF+/Pjw8PNCyZUtMnz4db775ps20Ro0aZdeLJHJycjB//nz069cPLVu2hK+vLzw8PBAUFIR+/frh888/t7kVatSoUTbTfPvtt/HZZ5+hW7duqFWrFjw9PdGtWzds2bKlxPW0Y8cODBs2DE2bNoWnpyd8fX3Rrl07TJgwoVy3V5pMJixfvlxdfj4+PujWrRu+++67Ysd/++23i10+lst8+PDhNuuouPFjY2MxYMAA1KtXD+7u7mjVqhUWL15sM09nLe+ZM2di0aJFCA0NhZeXF+rUqYP+/fvj6NGjAIAjR45g4MCB8Pf3h7e3N+655x7s2bOnzPhHjRplU2dH94ezZ89iwoQJaNeuHXx8fGAwGBAYGIiwsDA8++yz+OKLL+xdpUR0qwgiIjsAUP81a9ZMM+zs2bPCzc1NHV6/fn2Rl5enGWfFihUCgBg6dKjYs2ePOHLkiFi9erWoU6eO+r3ly5drvnPu3Dkxf/58zbx//fXXUoe3bNlSLFu2TBw+fFg888wzannjxo3FtWvX1O+mpKSIXbt2ab47adIkkZiYKBITE8WNGzeEEEI8/vjjQpIkMXPmTHH48GFx4MABMWPGDPU7vr6+4sCBAzbLa+TIkZppOzrcXi1bttRMx9vbWzz00ENi8eLFIi4uThQUFJT43ZycHNG7d2/Nslu/fr1ISEgQa9asEfXr1xcAxO+//65+5+zZs6J169bqd2bOnCni4+PFnDlz1LI2bdqIs2fPqt85d+6c+PzzzzX17NKli7jvvvvEvn37xK5du0RISIjo06ePEEKIjRs3Cnd3d3XcuXPnioMHD4qXX35ZeHt7a6aza9cukZ6eLgoLC0ViYqIYMmRIicv1xIkTAoC46667xE8//SSOHj0qfvzxR9GhQwd1/Mcff1zznfT0dJvtpHHjxmLSpEkiPj5eLF68WC3X6/UiLi5O832TySTGjRunjnPPPfeI3377TWzatEkEBQUJAMLDw0OsWbPGofX+xBNPaOrz008/iV27domOHTsKg8GgDlOW6eXLl0VcXJxmPx04cKBISUlRp5mWliZmz54tAgMDxalTp8S1a9dEYmKiaNy4sWbfjo6OFnv27BEbN24Ufn5+6rCFCxdWyvL29fUVr7/+ujh06JCYMGGCWl6vXj2xYcMGMW7cOBEfHy/eeecddZinp6dITExUp3v58mWRmJiome7IkSM183Z0f0hOTlaPX7Vq1RIff/yx+PPPP8X+/fvFrFmzhF6vFx07dnRovRJR5WPyQ0R2KS75yc/PF7GxsaJz587qsNq1a4utW7fafP/LL78UPXr0EIWFhZpyy8ajj4+PuHr1qmb4p59+WmLyU9zwyZMnq8POnj2rGbZ69WrNd62Hz5o1y6beU6dOFS+++KJN+UMPPaR+r2fPnjbDb1XyM3XqVM10rP/5+PiIRx991KZRLoQQzz33nDqeTqcTp0+f1gxfv369prFnNBpFx44d1e/cd999mvEjIyPVYR07dhRGo1Ed9uuvv2rq5efnp0lGly5dKu6//35x/fp1UbduXXW8+++/XzOP0NBQzXQskywhSl+uZ86cEW3atBHHjx/XlP/++++a72zbtk0z3Ho7CQsL0wxv1qyZOuypp57SDPvnP/+p+e758+fVYf/5z39KTZxKsm7dOs00v/jiC3VYfHy8ZpiS/CiGDRumDvPw8BBpaWma4eHh4WL69Oklxufm5iYyMzPVYZbLOzg4WPM9Zy3vLl26qMMuXLigGdaoUSM1wS8qKtIkzdOmTbNZdqUlP47uDzNnzlTHHzJkiM28Xn75ZSY/RC6It70RkcOSk5Ph6ekJLy8vRERE4PDhw2jXrh2WLFmC06dP4/7777f5zuOPP47Y2FiblyCEhoaqf+fm5iI2NrZCdevVq5f6t/Urf48cOeLw9BYuXIhly5bZlFvWOzY21uZWr1tl1qxZ6N27d4nDc3Nz8c0336BHjx5YtWqVWn758mWsXbtW/XznnXeiZcuWmu8OHDgQ999/v/pmus2bN2uWYY8ePTTjd+vWTf37yJEj+Pnnn0us17BhwzRvvHvppZewdetWbNiwAVlZWcVOEwB69uxZ4jTL0qJFC/z111+al0IA2nUJANu3by91OpbbGKDdziyXj8lkwvz589XPQUFBaNKkifrZMjaj0Wj3c1mffPKJ5rPldDp37gwvL68Sv/vyyy+rf+fn52PFihXq5/j4eBw+fBhjx44t8ftt27ZFvXr11M+WsaekpGjWnbOWt+U6b9CggWZY165dYTAYAMjP7FnWTbktzh7l2R8sfydoy5Yt+PDDD5GSkqKWTZs2DR999JHddSCiW4PJDxE5LCgoCPHx8Vi9ejV8fX0BACdOnMDGjRvVhkhxvvnmGzz44INo3ry5+qzEgAEDNONcunSpQnWrU6eO+rd1XYp7HqYsN2/exOLFi9GnTx80atQIPj4+8PT01Dw/YzKZcPny5fJXugJq166NXbt2YePGjXjiiSdsGocKIQSmTp2Kv//+GwBw4MABGI1GdXjz5s1tvuPl5YWtW7fijjvuAACb5yis52X9ubjnuBQlvbXv8OHDms/169cv9bOj4uPjMWrUKLRt2xb+/v7w8vJSt2FFWdug5TYGaLczy23s1KlTmmlVZHlZKm0ZSZKkSQCs3X333ejatav6ecWKFcjPzwcALF++HNHR0cVuC4rSYgds9zFnL2/rZwut62M5PCcnp9TpWirP/mC5HHNzczFp0iQ0adIEd9xxB1588UWcP38e3bt3t7sORHRrMPkhIocZDAaEhobi2WefxcKFC9XyHTt2YOLEicV+57XXXsNjjz2GjRs3IiMjA//85z/VBMqSZQOkPHS6kg9rwsHf9SgsLERkZCSmTp2K3bt3w8vLC19++SUSEhJsfkCzovWuCEmSMGjQIKxbtw7p6ek4deoUPv74YwwdOlTTOM3NzVVf5GB5hR4APD09y5yPdYJn3RC1/mw9D0slNdCzs7NLnWZF3si3YcMG9OjRA2vXrsXJkycxevRo7N27FwkJCZrxylqX9m5jzlxeliq6jCx7fzIyMrBu3TpcuXIFX375ZZk/DFta7IA2fmct7/JyZH8vz/7wzDPP4LnnnrMpP3PmDFasWIHu3bvjjTfesLsORHRrMPkhogoZPXo02rZtq37+4osvbK5MZ2RkYNGiRernMWPG4IUXXkBoaCiaNm16y+rqqB9//FFzG97ChQsxePBgtG3bFgEBAVVYM7NNmzZh7969mrJWrVrhueeewzfffIO4uDh4eHiow86fPw/A9oq59RvdimOdsBQUFJT6uW7duiVOy/pNbAo/P79Sp1mRhvJbb72lfr9jx45YuHAhOnfurNl+ncmZy8tSRZfRsGHD0KhRI/Xz0qVLsXbtWgQEBGDgwIF21cEet3p5V0R59gedToePP/4YJ06cwNy5c3HvvffaJE0LFizA8ePHnVpXIqoYJj9EVCF6vR5z585VPwsh8Oabb2rGOXPmDEwmk/q5ffv26t9V2WNSFuvXY7tivd977z08//zzJQ7v1KmT5hkL5Var7t27a3oIzpw5Y/Pd8+fPY/LkyYiJiQEA3HPPPZrhGRkZpX62Ht8eXbp00Xy2viWqIrdFWq5Py+dQKmtdtm7dWnNrm7OWV2nLSAhR5i2YBoMBL774ovr5yJEjePvtt/H888879beubvXyrojy7A+//PIL1q1bh7Zt2+Ktt97Czp07kZmZiZdeeknzPUeePSKiysfkh4gq7NFHH0V4eLj6ecuWLWoDAbB98YBlo++vv/6q/AqW0+1S77/++ktz+6Gl7OxsJCUlAQBq1aqlXtmvV6+e5ndOjh8/bvPjoJ9//jmWLl2KoKAgAED//v3RsWNHdfiBAwc041t+DgsLQ//+/R2O5aGHHtL0mBw8eFAzfN++fQ5PU2G5Pm/FutTpdJrbnlJTUzUPxFsuL71ej9dff92u6Y4ePVrz2XIZ/f7777h582aZ03jhhRc0PYK5ubmlJtHlcauXd0WUZ3/Yvn07pk6dimvXrqnj+Pj42KwfZXwicg1MfoioVElJSWrjWVFUVISkpCQkJyerZfPmzdOMM336dCQlJeHy5cto0qQJ+vTpow7797//jV27dmHz5s3417/+pfleRkaGOt3k5GSbq+MXL14sc3hGRgauX79uU2+lrKioSDMfRVZWFpKSktRp9u/fX9MQnzNnDg4dOoQVK1Zg586dmu8qdVGWjfWD38p0yxpeXq+99hoeeughfPvttzh8+DASEhLw5ZdfIjIyEtnZ2fD09MRnn32m6YlYunQp7r33XgByj8GQIUOwbds2/PHHH1iyZAnmzp2LWbNmoVWrVgDkxvwPP/ygvqxg+/btmD17Ng4dOoS5c+dix44dAOQejx9++EF9PuTixYu4ePGipr4ZGRnFLgcfHx+sWbNGfVZp69atePfdd3Ho0CFMnTq1xB8EtWe5Pv3002r57t278Z///AdxcXE2SYc920lycrI6T8tkw7oeU6ZMwQsvvKAOHzFiBPbs2YOffvpJna+7uztWr16teYC+NI8//jieeOIJ9fPrr7+On3/+Gbt378bzzz+vec7r5s2bNnUE5JckPPnkk+rnwYMH2zTSLZeD9fSKioqQnJxs86yM5T7p7OWtzLu471rWq7jYlX27pO8Cju8PAJCeno7IyEj88MMPOHbsGGJiYjTx3Xfffbj77rtBRC6kyl6yTUS3BZTyGzLWP3Zq+Tsvyr833nhDCCH/eOEzzzwjGjVqJNzd3UWrVq3Em2++KX788ccSp2v5+yKODB85cqTN7/9Y/jt79qzN78FYf19x+PBhERkZKfz9/YW3t7cIDw8Xq1at0vzGh+X3rH+jxNHhjkpJSRFffPGFGDdunOjevbto0aKFqFWrltDr9aJOnTqiW7duYtq0aSI5ObnY7xuNRvHZZ5+J6Oho0aBBA2EwGETDhg1F3759xbffflvsd3JycsSiRYtEr169RJ06ddR59erVSyxatEjk5ORoxu/Tp0+JMX/66afFzuPAgQPioYceEnXr1hUGg0E0adJEvPzyy+K1117TfP/ixYtCCNvfhiluuRYUFIjZs2eLli1bCnd3d9GoUSPxzDPPiNOnTzu8nTRr1qzUeVrHtXXrVvHYY4+J4OBg4e7uLry9vUWbNm3E+PHjxYkTJ+xf4RbrbdmyZaJTp07Cy8tLeHl5ia5du4rvvvuu2P3C+vexhBAiISFBHb5lyxab4WXtQ6Xtf5WxvK1/K8o6vtKGzZo1q9ThlsvV3v0hJiZGjBs3TvTo0UM0btxYeHp6Cjc3N1G/fn3Rp08fsWTJEpsfeyaiqicJ4eDrj4iIiCqRcvXe+jehAODVV19Vb/Hz9fXFlStXih2P7NO7d2+kpqYiMTGxxJdQEBFVJ7ztjYiIXMq4ceMQHR1d7DDL3xoaNWoUEx8HZGZmYtSoUerb4fLz83HmzBmMHTuWiQ8R1Rg8axARkcvZuXMnnn/+eYwcORL16tVDamoqVq9ejbi4OABAdHS05odmqWw5OTlYu3YtWrdujUGDBmHRokUoKCgo87d9iIiqE972RkTkQrp27YoLFy6UOd7jjz+OpUuX3oIa3Xq7d+/G119/jbi4OKSkpODKlSsAgMDAQHTp0gUjRozAkCFD2FvhoKysLDz55JM4dOgQcnJycNddd2HZsmWaNzUSEVV3TH6IiFxI8+bNbd52VZyRI0dizZo1lV8hIiKiaoTJDxERERER1Qh84QEREREREdUITH6IiIiIiKhGYPJDREREREQ1ApMfIiIiIiKqERxKfoxGI2bMmIEWLVrAy8sLd9xxB+bOnQvLdyYIITBz5kw0atQIXl5eiIqKQmJiomY6WVlZGDFiBGrXrg1/f3+MHj0aOTk5zomIiIiIiIioGA4lP/Pnz8eKFSvw4Ycf4sSJE5g/fz4WLFiAf/3rX+o4CxYswAcffICVK1ciLi4OPj4+iI6ORl5enjrOiBEjcOzYMWzbtg2bNm3C7t27MXbsWOdFRUREREREZMWhV10PGjQIgYGB+Pjjj9WyoUOHwsvLC59//jmEEAgKCsIrr7yCV199FQCQnZ2NwMBArFmzBsOHD8eJEyfQvn17HDx4UP1htV9++QUDBgxASkoKgoKCbOabn5+P/Px8TZnBYICbm5v6WafTQa/Xw2g0wmQyqeV6vR46nQ5FRUWaHqqyygsLCzXzU+ZVVFRkV7nBYIDJZILRaFTLJEmCm5ub3eWMiTExJsbEmBgTY2JMjIkxMaayYzIYDLCHW9mjmN19991YtWoVTp06hdatW+PIkSPYs2cPFi1aBAA4e/Ys0tLSEBUVpX7Hz88P3bt3R2xsLIYPH47Y2Fj4+/trflE6KioKOp0OcXFxeOSRR2zmO2/ePMyePVtTNmnSJAwYMED9HBwcjNDQUJw4cQIpKSlqeUhICEJCQpCQkIDMzEy1PDQ0FMHBwdi/f7/mlrvw8HAEBAQgJiZGs0B79uwJT09P7NixQ1OPyMhI5OXlYe/evWqZm5sboqKikJWVhfj4eLXc19cXvXr1QmpqKo4ePaqWBwQEIDw8HGfOnEFSUhJjYkyMiTExJsbEmBgTY2JMjMmBmPr16wd7ONTzYzKZ8Oabb2LBggVqNvePf/wD06dPBwDs27cPPXv2RGpqKho1aqR+b9iwYZAkCV999RXeffddrF27FidPntRMu0GDBpg9ezbGjx9vM1/2/DAmxlTzYgoNdcMffxRBp6s+MVliTIyJMTEmxsSYGJPzYqqUnp+vv/4aX3zxBdatW4c777wTCQkJmDx5MoKCgjBy5EhHJuUQDw8PeHh42DWuXq+HXq+3KbdMlOwpL2kBOlKu0+mg09k+VuVoOWNiTI6WV4eYTp0C3NwMUGZfHWKyt46MiTGVVs6YGBNjYkyllTOm0jmU/Lz22muYNm0ahg8fDgDo0KEDkpOTMW/ePIwcORINGzYEAKSnp2t6ftLT0xEWFgYAaNiwITIyMjTTLSoqQlZWlvp9IiIiIiIiZ3PobW83btywyer0er3andWiRQs0bNhQc//dtWvXEBcXh4iICABAREQErl69ikOHDqnj7Ny5EyaTCd27dy93IERERERERKVxqOdn8ODB+Mc//oGmTZvizjvvxO+//45FixbhueeeAyDf9zd58mS88847aNWqFVq0aIEZM2YgKCgIDz/8MACgXbt26NevH8aMGYOVK1eisLAQEydOxPDhw4t90xsR1Vz2P5FIREREVDaHXnhw/fp1zJgxA99//z0yMjIQFBSEJ554AjNnzoS7uzsA+UdOZ82ahVWrVuHq1avo1asXli9fjtatW6vTycrKwsSJE7Fx40bodDoMHToUH3zwAXx9fZ0fIRHdliQJKCwESrj9l4iIiMhhDiU/RES3iiQBBQVAOZ5lJCIiIiqWQ8/8EBERERER3a6Y/BARERERUY3A5IeIXBZvyiUiIiJnYvJDREREREQ1ApMfInJZ7PkhIiIiZ2LyQ0RERERENQKTHyJyWez5ISIiImdi8kNERERERDUCkx8iclns+SEiIiJnYvJDREREREQ1ApMfInJZ7PkhIiIiZ2LyQ0RERERENQKTHyJyWez5ISIiImdi8kNERERERDUCkx8iIiIiIqoRmPwQkcvibW9ERETkTEx+iIiIiIioRmDyQ0Quiz0/RERE5ExMfoiIiIiIqEZg8kNELos9P0RERORMTH6IiIiIiKhGYPJDRC6LPT9ERETkTEx+iIiIiIioRmDyQ0Quiz0/RERE5EwOJz8XL17EU089hXr16sHLywsdOnRAfHy8OlwIgZkzZ6JRo0bw8vJCVFQUEhMTNdPIysrCiBEjULt2bfj7+2P06NHIycmpeDREREREREQlcCj5uXLlCnr27AmDwYCff/4Zx48fx8KFC1GnTh11nAULFuCDDz7AypUrERcXBx8fH0RHRyMvL08dZ8SIETh27Bi2bduGTZs2Yffu3Rg7dqzzoiKiaoE9P0RERORMkhD2Ny+mTZuGvXv34rfffit2uBACQUFBeOWVV/Dqq68CALKzsxEYGIg1a9Zg+PDhOHHiBNq3b4+DBw8iPDwcAPDLL79gwIABSElJQVBQkBPCIqLbnSQBWVmAxbUVIiIiogpxc2TkH3/8EdHR0XjssccQExODxo0b48UXX8SYMWMAAGfPnkVaWhqioqLU7/j5+aF79+6IjY3F8OHDERsbC39/fzXxAYCoqCjodDrExcXhkUcesZlvfn4+8vPzNWUGgwFububq63Q66PV6GI1GmEwmtVyv10On06GoqAiWeV5Z5YWFhdoF9b95FRUV2VVuMBhgMplgNBrVMkmS4ObmZnc5Y2JMNTsmAwoKClFYWJ1iMmNMjIkxMSbGxJgYk/NiMhgMsIdDyc+ZM2ewYsUKTJ06FW+++SYOHjyIl156Ce7u7hg5ciTS0tIAAIGBgZrvBQYGqsPS0tLQoEEDmwDq1q2rjmNt3rx5mD17tqZs0qRJGDBggPo5ODgYoaGhOHHiBFJSUtTykJAQhISEICEhAZmZmWp5aGgogoODsX//fs3zRuHh4QgICEBMTIxmgfbs2ROenp7YsWOHph6RkZHIy8vD3r17NfFERUUhKytL8zyUr68vevXqhdTUVBw9elQtDwgIQHh4OM6cOYOkpCTGxJgY0969APph9+7dqFNHVKOYquN6YkyMiTExJsbEmKo+pn79+sEeDt325u7ujvDwcOzbt08te+mll3Dw4EHExsZi37596NmzJ1JTU9GoUSN1nGHDhkGSJHz11Vd49913sXbtWpw8eVIz7QYNGmD27NkYP368zXzZ88OYGFPNi8nd3YC0tELUrVt9YrLEmBgTY2JMjIkxMSbnxVQpPT+NGjVC+/btNWXt2rXDt99+CwBo2LAhACA9PV2T/KSnpyMsLEwdJyMjQzONoqIiZGVlqd+35uHhAQ8PD7vqqNfrodfrbcotEyV7yktagI6U63Q66HS275RwtJwxMSZHy6tLTG5uBiijVJeY7KkjY2JMpZUzJsbEmBhTaeWMqXQOve2tZ8+eNj02p06dQrNmzQAALVq0QMOGDTVdUNeuXUNcXBwiIiIAABEREbh69SoOHTqkjrNz506YTCZ0797d4QCIiIiIiIjs4VDPz5QpU3D33Xfj3XffxbBhw3DgwAGsWrUKq1atAiB3fU2ePBnvvPMOWrVqhRYtWmDGjBkICgrCww8/DEDuKerXrx/GjBmDlStXorCwEBMnTsTw4cP5pjci0uCrromIiMiZHHrmBwA2bdqE6dOnIzExES1atMDUqVPVt70B8uuuZ82ahVWrVuHq1avo1asXli9fjtatW6vjZGVlYeLEidi4cSN0Oh2GDh2KDz74AL6+vs6LjIhua5IEXLoEBARUdU2IiIiounA4+SEiuhUkCcjIAOrXr+qaEBERUXXh0DM/REREREREtysmP0TkstgvTURERM7E5IeIiIiIiGoEJj9E5LLY80NERETOxOSHiIiIiIhqBCY/ROSy2PNDREREzsTkh4iIiIiIagQmP0REREREVCMw+SEil8Xb3oiIiMiZmPwQEREREVGNwOSHiFwWe36IiIjImZj8EJHLunIFmDmzqmtBRERE1QWTHyJyWWfPAnPnVnUtiIiIqLpg8kNERERERDUCkx8icll85oeIiIicickPERERERHVCEx+iMhlseeHiIiInInJDxHVKM2bV3UNiIiIqKow+SEil1UZPT/Jyc6fJhEREd0emPwQEREREVGNwOSHiIiIiIhqBCY/ROSy+MIDIiIiciYmP0Tkspj8EBERkTMx+SEiIiIiohqhQsnPe++9B0mSMHnyZLUsLy8PEyZMQL169eDr64uhQ4ciPT1d873z589j4MCB8Pb2RoMGDfDaa6+hqKioIlUhomqIPT9ERETkTOVOfg4ePIiPPvoId911l6Z8ypQp2LhxI9avX4+YmBikpqZiyJAh6nCj0YiBAweioKAA+/btw9q1a7FmzRrMnDmz/FEQERERERGVoVzJT05ODkaMGIF///vfqFOnjlqenZ2Njz/+GIsWLcJ9992HLl264NNPP8W+ffuwf/9+AMDWrVtx/PhxfP755wgLC0P//v0xd+5cLFu2DAUFBc6JioiIiIiIyIpbeb40YcIEDBw4EFFRUXjnnXfU8kOHDqGwsBBRUVFqWdu2bdG0aVPExsaiR48eiI2NRYcOHRAYGKiOEx0djfHjx+PYsWPo1KmTzfzy8/ORn5+vKTMYDHBzM1dfp9NBr9fDaDTCZDKp5Xq9HjqdDkVFRRAW99CUVV5YWKiZnzIv69vzSio3GAwwmUwwGo1qmSRJcHNzs7ucMTGmmh2TAYWFRVAOU86KCYCmPlxPjIkxMSbGxJgY0+0fk8FggD0cTn6+/PJLHD58GAcPHrQZlpaWBnd3d/j7+2vKAwMDkZaWpo5jmfgow5VhxZk3bx5mz56tKZs0aRIGDBigfg4ODkZoaChOnDiBlJQUtTwkJAQhISFISEhAZmamWh4aGorg4GDs378fOTk5anl4eDgCAgIQExOjWaA9e/aEp6cnduzYoalHZGQk8vLysHfvXrXMzc0NUVFRyMrKQnx8vFru6+uLXr16ITU1FUePHlXLAwICEB4ejjNnziApKYkxMSbGtHcvgH74448/AcgXRJwVEwDNfLmeGBNjYkyMiTExpts/pn79+sEekhD2P1J84cIFhIeHY9u2beqzPn379kVYWBiWLFmCdevW4dlnn7XppenWrRvuvfdezJ8/H2PHjkVycjK2bNmiDr9x4wZ8fHywefNm9O/f32a+7PlhTIyp5sXk7m7Af/9bhCeecIMQzuv5kSSgoIA9P4yJMTEmxsSYGFN1isnenh+Hkp8ffvgBjzzyiHrrCCC/wECSJOh0OmzZsgVRUVG4cuWKpvenWbNmmDx5MqZMmYKZM2fixx9/REJCgjr87NmzaNmyJQ4fPlzsbW9EVPNIEvD118CwYc5965sk8S1yRERENZVDLzyIjIzEn3/+iYSEBPVfeHg4RowYof5tMBg0XVAnT57E+fPnERERAQCIiIjAn3/+iYyMDHWcbdu2oXbt2mjfvr2TwiIiIiIiItJy6JmfWrVqqffMK3x8fFCvXj21fPTo0Zg6dSrq1q2L2rVrY9KkSYiIiECPHj0AAA888ADat2+Pp59+GgsWLEBaWhreeustTJgwAR4eHk4Ki4iIiIiISKtcb3srzeLFi6HT6TB06FDk5+cjOjoay5cvV4fr9Xps2rQJ48ePR0REBHx8fDBy5EjMmTPH2VUhotscb08jIiIiZ3LomR8ioltFkoAvvwSGD+czP0REROQc5fqRUyKiW0GSqroGREREVJ0w+SEil8UeGiIiInImJj9E5LKY/BAREZEzMfkhIiIiIqIagckPEbks9vwQERGRMzH5ISIiIiKiGoHJDxERERER1QhMfojIZfG2NyIiInImJj9E5LKY/BAREZEzMfkhIiIiIqIagckPEbksV+n5+eADYODAqq4FERERVRSTHyKiMly8CJw6VdW1ICIioopi8kNERERERDUCkx8iclmuctsbERERVQ9MfojIZTH5ISIiImdi8kNELovJDxERETkTkx8icllMfoiIiMiZmPwQkcsymaq6BkRERFSdMPkhIpfFnh8iIiJyJiY/ROSymPwQERGRMzH5ISKXxeSHiIiInInJDxG5LCY/RERE5ExMfojIZTk7+WEyRUREVLMx+SEil+VKb3tj4kRERHT7Y/JDRC6LPT9ERETkTA4lP/PmzUPXrl1Rq1YtNGjQAA8//DBOnjypGScvLw8TJkxAvXr14Ovri6FDhyI9PV0zzvnz5zFw4EB4e3ujQYMGeO2111BUVFTxaIioWnGV5EeS5H9ERER0e3Mo+YmJicGECROwf/9+bNu2DYWFhXjggQeQm5urjjNlyhRs3LgR69evR0xMDFJTUzFkyBB1uNFoxMCBA1FQUIB9+/Zh7dq1WLNmDWbOnOm8qIioWnCV5Ic9RkRERNWDJET5T+uXLl1CgwYNEBMTg969eyM7Oxv169fHunXr8OijjwIA/vrrL7Rr1w6xsbHo0aMHfv75ZwwaNAipqakIDAwEAKxcuRJvvPEGLl26BHd3d5v55OfnIz8/X1NmMBjg5uamftbpdNDr9TAajTBZPCig1+uh0+lQVFQEy1DLKi8sLNTMT5mXdQ9VSeUGgwEmkwlGo1EtkyQJbm5udpczJsZUk2Nydzdg8WIjpkzRQwg4JSYh9DAYgIICc33siWnaNAkbNuhw/HgR1xNjYkyMiTExJsbkgjEZDAbYw63sUUqWnZ0NAKhbty4A4NChQygsLERUVJQ6Ttu2bdG0aVM1+YmNjUWHDh3UxAcAoqOjMX78eBw7dgydOnWymc+8efMwe/ZsTdmkSZMwYMAA9XNwcDBCQ0Nx4sQJpKSkqOUhISEICQlBQkICMjMz1fLQ0FAEBwdj//79yMnJUcvDw8MREBCAmJgYzQLt2bMnPD09sWPHDk09IiMjkZeXh71796plbm5uiIqKQlZWFuLj49VyX19f9OrVC6mpqTh69KhaHhAQgPDwcJw5cwZJSUmMiTExpr17AfTDyZOnALQDAKfE1KZNKABo5mtPTMnJQbhxIxA7dvzG9cSYGBNjYkyMiTG5YEz9+vWDPcrd82MymfDggw/i6tWr2LNnDwBg3bp1ePbZZ216abp164Z7770X8+fPx9ixY5GcnIwtW7aow2/cuAEfHx9s3rwZ/fv3t5kXe34YE2OqeTG5uxuwcKERr7zivJ4fo1EPDw/2/HDbY0yMiTExJsZU3WKq9J6fCRMm4OjRo2riU5k8PDzg4eFh17h6vR56vd6m3DJRsqe8pAXoSLlOp4NOZ/tYlaPljIkxOVpeXWLS6czzdkZMynG5sNAALy/tSwxKi0lZBJb15XpiTIyJMZVWzpgYE2OquphKU65XXU+cOBGbNm3Cr7/+iuDgYLW8YcOGKCgowNWrVzXjp6eno2HDhuo41m9/Uz4r4xARAZX3woN33wUsevOJiIiohnAo+RFCYOLEifj++++xc+dOtGjRQjO8S5cuMBgMmvvvTp48ifPnzyMiIgIAEBERgT///BMZGRnqONu2bUPt2rXRvn37isRCRNWMs3/kVEl+CgsBq7f0ExERUQ3g0G1vEyZMwLp167BhwwbUqlULaWlpAAA/Pz94eXnBz88Po0ePxtSpU1G3bl3Url0bkyZNQkREBHr06AEAeOCBB9C+fXs8/fTTWLBgAdLS0vDWW29hwoQJdt/aRkQ1Q2X1/JhMwKlTVVsXIiIiuvUcSn5WrFgBAOjbt6+m/NNPP8WoUaMAAIsXL4ZOp8PQoUORn5+P6OhoLF++XB1Xr9dj06ZNGD9+PCIiIuDj44ORI0dizpw5FYuEiKqdyko4ypP8EBER0e3PoeTHnhfDeXp6YtmyZVi2bFmJ4zRr1gybN292ZNZEVANVZs9PYqJzp01ERESur1wvPCAiuhUqM/nJy7N/+pKkfTMcERER3Z6Y/BCRy6rM296Cg4H/PbZot0mTAKufQyAiIqLbCJMfInJZlfW2N5MJaNvW8ed+PvxQflMcERER3Z6Y/BCRy6qs296EcCz54ZveiIiIqgcmP0TksirzmZ82bcr3xjdn90YRERHRrcPkh4hcVmU+8xMSApw+Xb7vEhER0e2JyQ8RuazK7Pnx9AQKChyfBpMfIiKi2xeTHyJyWV995dzpWSY/Oh2g1wNGo2PTcHR8IiIich1MfojIZR0/XjnTVZKf5s2B5GT7vmOZOBEREdHtickPEdUY1j0/rVo5/tIDJj9ERES3LyY/RFRjWCc/rVsz+SEiIqpJmPzQLRUXx2cmqOqUN/mRJPkfwO2XiIjodsbkh26pHj2Av/+u6lpQTackP02aABcuOP5dIiIiuj0x+SGiGsMZb3tj8kPkuq5dM/fSEhEVh8kPleq995w/zcr64UqislgnPwDg4QHk5dk/DSY/rm/iRODjj6u6FlQVyvPbXUS30tq1VV0DYvJDpZo+3fnTZPJD9ggNBVq2rJxpC2G+OhwSApw+bf93+cyP69u1C/jzz6quBRGRrVGjqroGxOSHbjk2Hske9t6Stn8/kJZm3zSVxNtoNPf82PPSA8uEnT0/wNixVV2D0kkSL7LUVEVFVV0DInJ1TH7olissrOoa0O3Aza34hkxOjvZzdDTwxRf2TbOk5Ccx0f56VZfk5+rV8icI//63U6vidJLk2uvp0qWqrkH1xeSHiMrC5IduOZ6cqtaOHcCbb1Z1Lcqm1xe/rdSqVf5pKo19y9ve7P2hU8vnhaqDOnWAI0equhaVw9UfeG/QoKprUH3x/OIce/ZUdQ2IKg+Tn9tQQQGQmlrVtSj/7Ws8OVWt/fuBTz6p6lqUraTkpziO9mBYjh8YaP9tc8Dtddtmfn7pw6trLyxveyvesWNVXYPKx/NLxRUWAjNmVHUtiCoPk5/b0JdfAs2bV3Ut5NuSFK+/DqxZY9/3eHKylZcH+PndmnlZ9noo1q+vWGMxP9/5b1myvO3NWb8NZdnzo3C0l8BkkuuWkeGcOlUmT0/g4kXnTvNWJRX/+lf5v+vqt70V59NPK38eoaHVPyms7PPLxx8Dv/1WufOoatevA9nZVV2LWy8v79b9DuHtdBGtOmLycxsqLHStK7anTwNbtgCHD9s3vivV3VXcvCn/PkVJDh1y3rxMJtsG/7BhFVsv48cD48ZVrF7WLHt+rJ+RUBpwpS2z4hSX/ABA7dr2T8tkkk9cN28CmzbZPoNkafZsx+pXGUrr/XEk8VPeiOfIa8Er4qWX5P9v3AC2b3f8+67ayC8pKatIsueI2+lV0JMnO35xorKTnwULgI0bK3ceVe36dcePrdXBypXAXXdVzrSF0O77+/YBb7xROfOisjH5uQ1Yn8StP1f2w7Pffmv+e/Nm4LPPtMNDQopvUANyufXJtrJOTkVFwKJFlTPtynT5MvD11yUPLyoCwsO1z7pU5Kp2cT0/gNyYL6/Ll527HU6aJL+uWNlWLl/WDlfK/fwcO0mX1CAu66UHkmReZsqyNxqB776TX6lc0m1zb79d8jQ7d7YtS052fqPdcluxXkf2bkc3b8r7OQDk5sr/34rkwmQCTp4E7r/fse/pdHL9vv1WTp5cSUnJx+nTt2aZ3qrk1RnWr3f8O84+v1y+rD1eOuOWyuHDK/b90ly6JJ+nBw0qeZyrV0ufhqslP2fPAhER9o3766/lPz8ajWXfKlwen34KDBgAPPmkuWzCBGDhQsenVVQEnDlT+jjOOo4U107IyZHPe7c7Jj8uLiwM6N1bW2a5YeflVd7Ds8oB5NFHzWXr1wMffWQ7ruXbs4qKgKws+e8PPwT69NGOW1QkH3yvXy9fveLiir93PSsLeOWV8k3TWlkHF0t79shXjMrr4MHSe02UxpvSw5CUVHqc166VfgC3/IFP6/l06FB6T0ZJdDrn3GYkhLxNx8fLn5WGjPUtGNYNyPLcumbJ3pceWNYpL09eZnPmOPZ7RMp2//vvtsOaNweOH7d/WvawbOxaHyvs7QXYt8/8t5L8lLencP9+YO5c+8a9erV8PRXK9vDoo/a9xvzsWfumW1bM9lxAKG7fNBrl/basRqkz5OXJSfatmFdFKcvz1Cn7jy8lJT8//aRNhN99V/6/oAC4cqXk6dmTBJw7B2Rm2lc/APjqK/PfCQnAkiX2f7csq1cDAwfK8RbnwgX5ZSeAnHD36GE7zrVr8jHX3kZ0/fr2jWcyyfVzVFqafNywpLQxrN13nzy+I+tDUZ4Xpdizz//jH8Avv8jLWzn2Kb9DVlTk2K12e/YAd9xR+jhhYZXXO3nsGDB0aOVM+1aq0uRn2bJlaN68OTw9PdG9e3ccOHCgKqvjcoSQ38ZkfcuT5QGppAOzM65+WU5DaYAIIf9TPivj5OaaG9S9ewP16sl/63S29S8slK+AvPyyPJ3ibpcTApgyRT7pXbigHTZlivmKya5d5ntnizuZCwGkpDh+JeSOO+zvCfn9d/kX5XNy5EaFtStXtD0X1idxT8/Sp680NhWnT8sJUEkGDACmTbMtV5aj0vNjMgHvv28efvMmcPQocPfdJU/711/Nf586BURGAu+9J2+nzkh+fvhB7oVRGpnKurVOlMvbIFamt3WrdlhJv/WjbD+WEhLk//Py5HWTnV32thIXB8TEAH/8Id9iV5rilmNF9mfrK/3jxpmXp+VyLCzUNsoU27cDUVHmz8r2aL0Ozp0D0tPLrk9EBDBzZunjKPtrRob55S6OLAPLZ35K2i5//FFed8nJ9iev7u4l1+PAAcDHR1tW3HZRXPKjrKOPPpLr5OtrX32mTCl9uNJAtLyinZcn7+OONLjLe6Hq5s3SE4uyKMlKmzZyD6A9Slo/gwbJxzdAfg7u//5P/nv5cqB795KnZ31ekSS5bMgQ4PPP5XqNHQu88IK28VxUBHTtWnpdmzcHOnWS1+PevSWPl5dn/zGvrAa85fHg4kX52GTt+nV5fsX1UB07Ju9ThYXmY6a9icaJE8VfPC2L5T48Y4Z8DFLaGJaU3vudO0tPyB5+2PE6FEcIwNu75N5lIeTjgnLeiY/XHvuEkHvpgoLMZSaT7QVjxfvv2/es0B9/2H9xIz299HO3MqygQF6+xSXLt6MqS36++uorTJ06FbNmzcLhw4fRsWNHREdHI+N2eIrYihD27/z5+fY3xJVbVCRJez+45feLOyldvw4YDNrxrRvQ9rC8Gmr9djClMa+c3M+fNx90Y2Pl/+fMkQ8K3t7a754+LZfn5cmN5i5dbOedmyufnJ94Amja1FyekiIfdJVlcO+98tVdIeQTJCC/fEHpKdDpgCZNSn5A9do1OZarV+XnN/r2NZ9kvb3lv4tLaCy5u8sHiCVLbE+in30G3HMPMHKk/FkI+VkWS5Y9LTk5wPPPa3u2LA+sO3fK9bFukFsqKjLXWUki3nxTXo6FhfKVJy8vuR6vv25eh8r/yhUpRUyMeVu47z7ztvTgg3J9Zs+Wh1sfQLOz5e5xy+01IwNYtUr++/JlczKlXNXLypKTNOsTvXWjum7dkuMvTUkNsVat5Ea+EqeyDP76S95+LCn73M2b8rpRthclzs8/l5M4y16C//4XGDPGtletuJOO9b5qMmn3Z3spJz/r5Oejj8y36Vku57//tm3sfPih7S1nyvZovY6GDCk7qbF07py8f1v65Rd5HSm3r2ZkyNMFgEaNSr6abc3X17yslQtEOTny9n7unPz5oYfk7c7e2+KeeUb+32AoviGam6vd1i9dsj32AcUnP8q+N326fPy093i9ZEnJjeL0dHMD8f/+z3y1Nj9fTijd3e2bByAn7OfP2z++wtvbvn21uN7O3Fztsmrf3r55KsnPuXO250dl/QQHm8uuX5e3/fXr5e9YX6wr7sH/9HTg++/l23OXLJG3IeVWIGUeyclyY9e6IWv5W2OW55aStu2VK+XjtYdH8cMVubklv4RFCPPxyPIYpBwbrLc3ZZ/Zvdt2WqGh8jLau9d8zi3Lu+8C27bJvRbl6XG0vIjwzjvaXp9Ll4CnnpL/VrbRxYtLn96GDY7XwZKy3JTty/qix9WrQP/+cj27dzcfc4pjfTy4cKH45Q7Ix6/Szv2WStq/rdufDRvK5/GSKMfHzZvli4TVRZUlP4sWLcKYMWPw7LPPon379li5ciW8vb3xye3wDl4rOl3xVxny8+WrOpb69DEnMrGx5hOqtZs3zffs3rgBTJ0qd51u3SpfsVQaQ8pB6uuv5dunANueki1bgIAAx2IyGoG2bc2fV67UdlcrB1nLhpWnp/YgNWuWXJfGjc07XIcO8pXnmBj55NGtm1x+/br2hypXrJD/V3qFQkLkrvwmTcy3RClx/vCD9l7a998H/P2BF180l8XHm+uwerV8BXD+fPmZka5d5WU7eLBcL8u427bV9o4UFMh1zcyUe51MJjkeT09zr5ilF1+UE5mbN+UTpnIizc42/215gq5VS36bkGVjwPLEFBlZ9gmkdm152W7eLDd+8vKAefPkYcrytuzlULrcLTteLRvl/fvLya9Sj4wMOR5l+SvbgHUjOz5ebnDpdOakIjBQvkIKyA3l++6Trz5GRMgNb6Uh5+0NtGtnntZrr8n/Kw/dK4pLnBXFXSFTkvZXX9WW+/vLy1W5Feauu+RlYNnwUdbtH3+Y49Xp5BNc3brm20Q+/hh45BHzibioyJwgK/NXGiLFNbytO8BjYuT/i7tNrjSlvaBASdjy8+Vt+a23tBdwXn9djmvSJO33TCbzdmB9wScrS95uS7uFw3KdhIbKb640Gs0PA/fvL98Lr6wfZbtp2lSe36BB2sZCYqI5kbPcZuvUMSe6Fy7I2+yIEfK+PGmSvH8AciNIWd6ffipfmS7Jf/5j/ru4Hi7r5aw0Uk6ckLfrX3+Vl+vo0XK55bHi5k3zMV1pKIWEFH87Xu/e2uNscRfe0tK0L4m4fNk8XaWRbZlQ795tblAmJha/Djt1kt9yqPR8luT48bJ7iqyf4bvzTm0DMT29+N6vrCx5PZe2jSnnh65dbZ8BvXZNmywqdzHk5MgvfZk7Fxg1CvjmG/nYJIT5bYmjR8s/qPzXX+ZlbjTK50bLfVY5JysXwqwbssr2ax1fVpb5lvHNm+XlKETJvfyvvipvY0o8M2cC/fppxzl7Vl5fOp35mRnLu0WU7di6Lsr6S0uT72pQ6u3vL//drZv5h46V7aGk3rPsbDn5fuABOa6y2iI3b8rrWDkWW9b55Zfl/y0vDG/YILcdJMm8DSnthtJu4VaOvbVqyT3ehYUlP8+VlSWv48xMuZfYy0teV5YX03Jy5PPW8uXyMeeXX8ruCTeZ5ItigNxO69LFfG4uqYdH2dYsE8CLF83jf/ON/P+oUbbT2LZNboMpkpLkffr4cbkdo/ScFRSYl0NurnxstL5Qt20bsHZt6fG5MkmIW/9OnIKCAnh7e+Obb77Bwxb9jyNHjsTVq1exwSotz8/PR75VemwwGOBm8a5lnU4HvV4Po9EIk8Va0uv10Ol0KCoqgmWoZZUXWt3crcyryKpP3WRyg6en3OUxYIBJ3Xn0eh0KCgR++w3o21eoD0xv365Dx44CAQEC168DV69KaNpUQJJ0EEL87x/wxx8SUlLM/dd9+phw6JCEkBD5QFCnjgQfHwF3d4GCAuDoUQnBwUBwsITcXBPOnZMQGirHlZsr4eBBCX37ardenU76XwzCpryoSE4QBg82Yft2Ha5cAerVk+DmJnD1KtCmjYC7uxzrnXfq0LChCd9/LycTPj7AN9/IeXVkpEDDhgIpKXKCULcucPq0zqaB17OnQGKihK5dTRACOH9eQuvWAvv2SeoySkuTD8oeHnJSUr++hBdfLMKLL+qRkyNfzfvgA/kEYDRKaNlS4MwZ8zIcMEBAkgR+/VVCUBCQlGQe1qKFwEMPmbBkibZbpnlzgSZNBGrXlg92p0/r4O4uUKeOwN69Otx/vwnbtunQuTNgMAicPw907iwvT0mSsH+/vMzS0iQEBgqEhQls2aJDhw7ycm/eXODaNeDIEQktWwKtWklYvx64916TetW4oEBCbKzcO/H77xIGDDChfXuBkyd1xa6/a9d0+O03oFMnebl37izw228SbtyQ0KaNwMmTEmrVEvDzA+bNM+Gzz/S4cEFeT507C6xapcM99wBubhKEELhyReDSJQnNmwtkZ0uoXVvC8eMCFy9q76/o2hUIDDSpB83ERAmnTwM+PhLy8wWiogR++kmu8+DBAhs3SvDzk5fthQvS/7ZzgZgYCQ0bChw/XoS6dc0ttEGDBHbtAnJy5HEHDjTBw0OH774Devc2qS+EkPc1HS5cEPD2Fur97T//LKFPHwm//grExRWqFyaUfT4kRF4fnp7A9u0SIiOBvDwJhw4JtGolcPq0hM6dBYqKJMTESOjd2wQ/P2D/fgmTJpmwZ48OOp18Ajl9WkJIiEBSkoSBA+V9PS9PwN8fiI2V0KuXwI4dOkRGCuh05vV35oyEK1ckhIeL/y17+QTWowewdKkOgwYJzfFKkiRIkqQeOyzLb9yQsHOnvGzy8uQLNJs3S/DyktCggXxMatpUwM0N/6sLcPCgwD33yOupXz8TUlMl/PGHBINBYNQoE06dkuDmBoSESDhzRt7mlWWemQnExekQHi4QGGiuS2EhUFSkg5eXXMcLF+R9+9tvdfDwAFq1ksc3mYCDByW0bg20aSNh2jQjXnpJ3odeesmE99/X49lngTNn5H0jNxe4fl2Cry/g7y+hoMCk9qq6ucnHvbZtJaxbJ1Cvntw4SUuTt53OnQUOH5aPibt26dCihUB6utz4qF3b+ngoH5vj4+XGjKcn0KuXgKenTrPcc3KAEyfkeXp7C2RnC2RmSjh/Xr5tsFcvCQ88YERoqAnz5ukQFydBp5P/GY0mNGsmL5vMTPn4deiQXD8vL3NdJEnC9u3ytufmJu9jLVsKFBRI8PSEui0dPy5Bp5MbpNeuyYn4H39ICAoSSE2V8PTTwNmzAn5+8vg//aRDy5YCLVtK2LdPoEkTICTEvG5jYnQWV7kF+vYVuHZNgp+fBEC77e3cKaFTJwl165qwaZNO3VfN26pcHhVlgoeHHFNKioQ6dczHvPx8+VypaNBAICNDQuPGAnfeKTfWOnYsfj1t2iSf+06flhu23brJdfzjDyAwUODGDQlhYQIFBTrk5grk5srH55wc+ULdgQPyfC5elI+116/L59WdOyVkZsrLpk4d+Vhcv77ADz9ImDHDhJQUCWPGmLBtmwSDQcJPP8nH/JAQof6MgV4vwWiU90Nvb7kuvXubsGePhCFDgNRUef2cOyehSxf5+GY0CsTFSRbLUT6+bdokEB4uH69MJrne9evLx+nYWCA8XD6nCgFkZ5vbKJmZwNmzErp3l/efwkL5PPvAA6b/JcQSrl2T8MQTRmzaJOHAAQndugmYTHJcjRoZsWqVHi1aCBgM8jI+dEjep1u1EmobSGlfXLwoEBAgb5Pe3sATT0jYu1duuyh3iygxCSHw119AcLDArl06DBpkgiTpcOOGvP+FhAgcOqTDvfcK7N8v4eZNqMsRALp3F6hdW0JqqsC5c/JnLy/zcbKoSF6fe/bIx7crVyR12XbqJJ8vUlMlhIbK9VLOrTk5wKVLEvLz5WM7ANxzjwmensC2bTo89hhw9arAtm0S3N0FevUSOHBAQteuEhITBR55RD4GL11qgre3ATt2ANOmCSQnyxfGPD3lRNbPT0KLFvJ+KUly0qrTmfebnBzg8mUJf/4pn4saN5bLDxyQt2mDQW4LFhRI+PtvWKxTeTrXrwM5OQKBgfI62r1bQpcuch1iY4EePeR23d9/S/D0lHDsmEBEhNxmCQ83IT7evE82by63PTt1Epg/34Q773SDyWSC0SLjqop2ucHO2ySqJPlJTU1F48aNsW/fPkRYvMLj9ddfR0xMDOKsbkJ9++23MdvqnbGTJk3CgAED1M/BwcEIDQ3F0aNHkWLRLxgSEoKQkBDEx8cj0+ISWWhoKIKDg7Fnzx7kWFweCA8PR0BAALZv365ZoD179oSnpyd27NihqUdkZCTy8vKw1+KGXTc3N0RFRSEzMxPxymUoAL6+vujVqxdSUlJwVLn5GEBAQADCw8ORlJSEJIvLPIyJMTEmxsSYGBNjYkyMiTExprJj6mfd/VmC2yL5ceWen5LKDQaDTRYsSRLc3Gyz45LKGRNjYkyMiTExJsbEmBgTY2JMt3nPj6O3vREREREREVVUlbzwwN3dHV26dNF0VZlMJuzYsUPTE0REREREROQsbmWPUjmmTp2KkSNHIjw8HN26dcOSJUuQm5uLZ599tqqqRERERERE1ViVJT+PP/44Ll26hJkzZyItLQ1hYWH45ZdfEBgYWFVVIiIiIiKiaqxKnvkhIiIiIiK61arsR06JiIiIiIhuJSY/RERERERUIzD5ISIiIiKiGoHJDxERERER1QhMfoiIiIiIqEZg8kNERERERDUCkx8iIiIiIqoRmPwQEREREVGNwOSHiIiIiIhqBCY/RERERERUIzD5ISIiIiKiGuH/AViVfXhLT/FZAAAAAElFTkSuQmCC",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAz8AAADHCAYAAAA3fO2qAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8g+/7EAAAACXBIWXMAAA9hAAAPYQGoP6dpAABCmklEQVR4nO3deXgURf4/8HfPkYQkECQcgQQiGk4DIkYgBgElCoK6KJe/RUS+rCiXHKu47LpcHoi7CMvKoYLgsay7KityyBUgXOE2KASQcARCJCGGhDPXTP3+aLtneo5kJplkJpn363nyZLr6quqe6anPVHW1JIQQICIiIiIiquV03s4AERERERFRdWDwQ0REREREfoHBDxERERER+QUGP0RERERE5BcY/BARERERkV9g8ENERERERH6BwQ8REREREfkFBj9EREREROQXGPwQEREREZFfYPBDRDVGbm4uevXqhbCwMMycObNK9rFq1Sr06NED9evXh9FoRHh4ODp16oS//e1vbm/r/PnzkCTJ7s/V+VQxK1eutDumvXr1sltu2bJl6vlNT0+v/ox6wKBBg+zKWlWfjZqosLAQAwYMQL169fDiiy9CCOHtLBGRlzH4ISKXOaqo2/6FhobinnvuwYQJE3DmzBmP7n/+/PlITk7GtWvXMGvWLI9XWN99910MGzYMu3btAgCsXr0aa9aswc2bN7Fnzx63txcVFYXTp0/jmWeeqdB8dziq8Nv+GY1GREVFYciQIdi9e3el9+mJPM+cORMzZ87EggULPLbdgQMH4vTp04iMjHS6zK1btzB27Fjk5eXh6NGjNTZg+OCDD7Bjxw5vZ8Nnff7551izZg2uX7+OZcuWISkpydtZIiIvY/BDRC47ffo0Tp8+rUmLjIzE6dOn8cMPP+Djjz9GWFgY0tLS8MEHHyA2NhabNm3y2P5tf7U1m80e23ZpaSnmzJmjTj/99NN48skn0b17d8yZMwcPPPCA29s0GAyIiYlB3bp1KzTfHUqFf+7cuZr0CRMm4OTJk/jmm2/QsmVLXLp0CV999RV69OiBt99+u9L7rYyVK1di1qxZmDVrlkeDn7p16yImJgYGg8HpMkIIzfupprYIREREIDo62tvZ8Fm257Wmnmci8hzn3wxERDZiYmLs0pQKPAB06tQJnTt3RlxcHIQQKCwsxAsvvICLFy+WWRF11aRJk7B7926kpqZi0qRJaN26daW3qcjOzsa1a9fU6aioKPX1oEGDPLafqlK3bl3UrVsXjRs31qQ3aNAAbdq0QZs2bRAfH4+YmBjcunULQgi88cYbeOihh9CjRw8v5dp7QkJC8MEHH2DatGmIiorCjBkzvJ0lqgLDhw/HunXrsH37dgwZMgSJiYnezhIReRmDHyLyqM6dOyM6Ohrnz58HAFy+fBnHjh1Dp06dKr3txo0bY+fOnZXejiMlJSWaab1eXyX78aamTZviqaeewpdffqmmffbZZ34Z/ADASy+9hJdeesnb2aAqVKdOHXz33XfezgYR+RB2eyMijwsICNBMl5aWaqbT09Mxbdo0JCQkoHnz5ggKCkJwcDDuvvtu/P73v1fvubF255132t3DYn2vg6P5GzduxPTp09GmTRsEBQUhLCwMTz31lF3XvV69eqFly5aatFmzZtntJzk5GS+//DI6deqEJk2awGg0ol69eujQoQNeeeUVnDt3rhJHrXq0aNFCM33x4kX1dUlJCZYuXYqePXsiPDwcAQEBaNq0KZ555hm7oHPHjh12x/vOO+/EiRMnMHjwYDRp0gQBAQGIjo7GX/7yF817QFk3OTlZTcvIyNBsx1ZSUhKGDBmCFi1aICgoCKGhoWjXrh3GjRuHU6dOuXUMyhsQwdn8lJQU9OvXTz02rVq1wvz58+22f+PGDcydOxd9+/bFXXfdhdDQUAQGBqJZs2bo27cvvvjiiwp1vyooKMCf/vQntGrVCoGBgbjjjjvwxBNP4Mcff3S4fK9evRze+2V9f1NERIRm3gsvvOBw+c8++wxdunRB3bp1ERQUhC5dujjs0uqpz/bq1asxceJEREdHIyAgABEREfjDH/6A/Px8AMA333yDLl26IDg4GA0aNMCQIUOQmZlZbvlXrlxpt/+rV6/irbfeQpcuXRAWFobAwEC0aNECDz74IKZOnWp3n9CuXbswePBgREdHIygoCEFBQYiKikJCQgJeeeWVCt0fSETVSBARuQmA+hcdHa2Zd+7cOWEwGNT5jRo1EoWFhZpllixZIgCIgQMHit27d4ujR4+KZcuWiTvuuENdb/HixZp1zp8/L+bOnavZ9/bt28ucf9ddd4lFixaJI0eOiOeff15Nj4yMFNeuXVPXzczMFDt27NCsO2HCBHH69Glx+vRpcevWLSGEEEOHDhWSJInp06eLI0eOiAMHDoi//vWv6jqhoaHiwIEDdsdrxIgRmm27O98dK1as0GxrxowZmvnWxwGAeO6554QQQhQUFIhu3bqp6ZMmTRL79+8XTz75pAAgJEkSCxYsULdz69Ytcfr0adGlSxdN+bt37y6SkpLEjh07RIsWLTTHs6x1IyMj1eN9/vx5dVmz2SxefvlldbmHHnpI7Nq1S6xbt040a9ZMABCBgYFi5cqVdsciOjpaXa9nz55q+rVr18Tp06dFZGSky/MbNWok+vTpI3bv3i3Wrl0rwsLC1Hnz5s3T7PfEiRMCgOjYsaNYv369OHbsmPjuu+9Ehw4d1HWGDh3q1nm9evWqaN++vbr+ww8/LPbs2SP++9//ikaNGjk855mZmWLx4sWaebNnzxa//vqrut1z586Jfv36iSeeeEKcPn1aZGdn230WIiMjxYQJE8ShQ4fE/Pnz1XS9Xi/279+vyaenPtuNGjUSy5cvF4cOHRLdu3dX03v16iXmz58v/va3v4nDhw+LgQMHqvPatm0rSkpK1O1mZmaKL774QrPdFStWaPadlpYmmjdvrs7v06eP2LRpkzh8+LCYPXu20Ov1IiwsTF3+22+/FTqdTgAQ7du3F2vXrhXHjx8X27dvF0OGDBEAxMSJE906t0RUvRj8EJHbHAU/RUVFIiUlRXTu3FmdV69ePbF582a79b/88kvRrVs3TUVFCKGpWIWEhIj8/HzNfNuKvXXw42j+pEmT1Hnnzp3TzFu2bJlmXdv5tkGDEEJMmTJFjB071i79d7/7nbpeQkKC3XxfCX6uXbsmGjZsqJn/v//9TwihDYqaNGkiTCaTEEKumFpXdo8cOaLZX8+ePTXbS01NVefNmDFDTQ8MDBQ3btxwuq5tEK34+9//rtn+hQsX1Hmff/55mRVxZ8FPReYbDAaRm5urzrM+Z1FRUZr1zp49K9q0aSPS0tI06T/88IOmLFu2bHFYZkdGjx6tWffSpUtOj5H1OS8pKdEEcZ06ddJsNzc3VwQFBYlNmzapabafBdt1rI+LEjwrPPXZfvXVV9V51ucZgBg0aJA6b9euXZp5Gzdu1Gx3+/btToOfkpIS0aZNG3Xe3XffbZfvcePGaYKfHj16qMsvXLhQs6zZbBb33Xcfgx8iH8dub0RUKRkZGQgKCkKdOnUQHx+PI0eOoF27dliwYAHOnDmDRx991G6doUOHIiUlxW4QhNjYWPX1zZs3kZKSUqm8de/eXX1tO+zx0aNH3d7evHnzsGjRIrt063ynpKTg1q1bbm+7KgkhcOrUKTzzzDPIzc1V059//nkMGDAAubm5+OKLL9T0Dh06QKeTvx6io6MRGhoKADCZTA7LrwgNDcW9996rTlsf86KiIre7p5nNZs3odc2aNUPz5s3V6S5duqivTSZThZ7F5Kq2bdsiPDxcnbYuW2ZmJvLy8tTpli1b4uTJk2jXrp1mG9bvEwDYunWrS/suLi7WnJ/IyEg0a9ZMnU5ISHC6rsFgwNixY9Xp1NRUTXfRFStWIDIy0uHnVGH9OVL2r7D9HHnqs/3ggw+qr20H8Shr3rFjx8rcrrV169Zp3pP9+vWzy/fw4cM1XSKtPz8LFy7EN998g4KCAgDyowD+9a9/aY43EfkeBj9EVCnNmjXDoUOHsGzZMrWSfOLECaxduxZGo9Hpel9//TWeeuop3Hnnnep9BP369dMsc+XKlUrl7Y477lBf2+bl+vXrbm/v9u3bmD9/Pnr27ImmTZsiJCQEQUFBePfdd9VlzGYzfv3114pn2sPeeustBAYGom3btti6dSskSUKHDh2wbNky9f6HAwcOaIYNr1+/vmYbYWFh6mtH92worI83UPlj/vPPP2veA7YVXdvpsvJWWe6W7dChQ3jhhRfQtm1b1K9fH3Xq1FE/HwpX39+nTp3SBNSNGjXSzLedtvXSSy+hTp066rRyn5IQAkuXLsXo0aPLfLhuWWV3dE498dm23qftPYRlzbtx40aZ27VmG4A5utesa9eu+Pbbb9Vp6yHv09PTMWjQIDRo0AD3338/ZsyYgZCQEI+OQklEnsfgh4gqxWg0IjY2FiNHjsS8efPU9KSkJIwfP97hOq+99hoGDx6MtWvXIicnB3//+9/VAMqayWSqVN6U1gtHhJs3nJeUlKB3796YMmUKdu7ciTp16uDLL79EamoqXn75Zc2ylc23J7388sv48ccfceLECaSnpyM/Px8//vgjRo0apVZ4r169qlln9erV6o3cQUFBuHTpkjrP9qZya2Udb8D9Y24bRNpWdG2nrVtfPM2dsq1ZswbdunXDp59+ilOnTmHUqFHYs2cPUlNTNeu4+j5RWhYUtuUub2TC8PBwDBs2TJ1et24dzpw5g82bN+PixYsYOXJkmeu78zmqrs+2q/kpi+37JSgoqNx15syZg27dumnSzGYzjhw5gtmzZ6N169aaYImIfA+HuiYijxk1ahTmz5+PkydPAgD+9a9/YfLkyejcubO6TE5ODt5//311+sUXX1SHG7buUuJrvvvuO80vxfPmzcOTTz4JAGjYsKG3slWuhg0bom3btmUuY9vS8+ijjzp96GhZLQSeZt3NDJC7f5U13aBBgyrPkyveeOMNtXJ/7733an4UqAjrljfAvtyuBBITJ05UAxCz2YyFCxciIyMDAwcOLLflyFU17bNt26JVWFhY7jpNmzbF3r17sWvXLnz77bdITk7GDz/8oAZdRUVFeOmllzBgwICqyDIReQBbfojIY/R6Pd588011WgiBP//5z5plzp49q+li1b59e/W1L7WY2LIdHrum5NsVcXFxmqDm9u3baNu2rd3f0aNHkZWV5bH9lhdItW7dWtO1LScnRzPfdvqhhx7yWN4qw/q9Yn3fT0XfJ23btkVwcLA6bdtlzJXuc7Gxsejdu7c6vXz5cqxbt86u1bIyatpn2/reIUDOv61t27Zh0qRJauvnkiVLsG/fPvTo0QPvv/8+Dh8+jIsXL2qelZWTk2P33iQi38Hgh4g8atCgQYiLi1OnN23apHmei+3AA9aVBKXFyBfV1Hy7okmTJhg0aJA6ffDgQbuucHv27MGzzz6LtLQ0j+23Xr166mvr1oxevXph+PDh0Ol0eP3119X0rKwsTbe7AwcOqK/1ej2mTp3qsbxVhvV7xRPvE6PRiOeff16dvnTpEn755Rd1eu/evS5tZ+LEierrmzdvok2bNh59wG1N+4w88cQTaNOmjTr9/fff2z2T7N1338Xq1avRtGlTAHLQOHv2bM0ykZGRGDhwoDodHBxs11pHRL6DwQ8RuSw9PR3p6ematNLSUqSnpyMjI0NNmzNnjmaZadOmIT09Hb/++iuaN2+Onj17qvM+/vhj7NixAxs2bMA///lPzXo5OTnqdjMyMux+Tb106VK583NycnD9+nW7fCtppaWlmv0o8vLykJ6erm7z8ccf13TDmj17Ng4fPowlS5Zg27ZtmnWVvCjHxvamcGW75c13h1Ie2/WUctiW39aSJUvQsWNHAHLLT58+ffD999/jxx9/xMqVKzF48GA89thjGDVqlLpMeno6bt++rW5DKc/t27fVY2/t0qVLmvuHrN8H2dnZ2Lx5M1avXo3du3ejQ4cOAIDJkyerXacAYNiwYdi9ezfWr1+vBjsBAQFYtmyZejO69blVKPm9fv16peaXlpYiIyPD7n4R6/ff8OHD1fSdO3fi888/x/79++2CM0f7cWbOnDmaVqTnnnsOKSkp+Prrr/Hee+9pllXOua3+/fsjJiZGnbY+rgpnn4WMjAzN+VVYv4c9/dnOyclBXl6e5j2jrHvp0iU1X87Kbvt+U9ZV5hsMBnz77bfqg3/Pnj2L3//+9zhw4AAOHjyIsWPHYseOHVi+fLnmvqeNGzfi//2//4ft27cjLS0Na9aswcKFC9X5r7/+OgIDA+2OLRH5CK8Nsk1ENQ6snpdh+2f7nJbevXvbLfP6668LIYTIzs4Wzz//vGjatKkICAgQrVq1En/+85/Fd99953S71s8WcWf+iBEj7J4hYv137tw5u+fs2K6vOHLkiOjdu7eoX7++CA4OFnFxceKjjz4S06dPd7ie7fNS3J3vjrLKqPyV59atW2LevHkiPj5ehIWFqQ947Natm5g3b54oKipSl7V9for13/bt2+2e/6P8WT9Pp7i4WLz22mvi7rvvFgEBAUKv14uoqCgxZswYzb6EEGLz5s1i8ODBIioqSgQEBIjg4GDRpk0bMWbMGHHixAmXj8WKFSsqNf/cuXNlvteUcs2aNUvcddddIiAgQDRt2lQ8//zz4syZM0636YqrV6+KqVOnirvvvlsYjUZRv3590a9fP7FmzRqXz/c//vEPAUAEBweLq1ev2s139lmIjo4u8/2qPD/Hk5/tESNGaJ4VZfs+cjZPKbuz96DtscnPzxfvvPOO6Nq1qwgLCxNGo1FER0eLwYMHi0OHDmmWXblypXjuuedEx44dRePGjYXRaBQBAQGiefPm4qmnnhKrV6926VwSkfdIQrg5/A4RERHVSNevX0dERASGDh2KTz75xNvZISKqduz2RkREVEvt3r1bc4/K+fPncfv2bY8OdEBEVJNwqGsiIqJaKj09He+88w7uu+8+NG7cGOPHj0efPn3QpUsXb2eNiMgrGPwQEfmoBx54ABcvXix3uaFDh+If//hHNeSIaprWrVvjvvvuUx9y+sgjj9g9cJSIyJ8w+CEi8lFXrlxBdnZ2ucsVFBRUQ26oJnrwwQc1D+clIvJ3HPCAiIiIiIj8Agc8ICIiIiIiv8Dgh4iIiIiI/AKDHyIiIiIi8gsMfoiIiIiIyC8w+CEiIiIiIr/A4IeIiIiIiPwCgx8iIiIiIvILDH6IiIiIiMgvMPgh8hM3bwKdO3s7F0RERETeIwkhhLczQURVr6AAqF8f4CeeiIiI/JXbLT+XLl3Cc889h/DwcNSpUwcdOnTAoUOH1PlCCEyfPh1NmzZFnTp1kJiYiNOnT2u2kZeXh2HDhqFevXqoX78+Ro0ahRs3blS+NFSr/PorYDJ5Oxe1B4MeIiIi8nduBT9Xr15FQkICjEYjvv/+e6SlpWHevHm444471GXee+89LFy4EEuXLsX+/fsREhKCPn36oLCwUF1m2LBhOH78OLZs2YJ169Zh586dGD16tOdKRTXSt98CSUmW6YgIOY08g8EPERER+Tu3ur396U9/wp49e7Br1y6H84UQaNasGf74xz/i1VdfBQAUFBSgSZMmWLlyJZ599lmcOHEC7du3x8GDBxEXFwcA2LhxI/r164fMzEw0a9bMbrtFRUUoKirSpBmNRhgMBnVap9NBr9fDZDLBbDar6Xq9HjqdDqWlpbAuannpJSUlmv0p+yotLXUp3Wg0wmw2w2TVdCFJEgwGg8vp/lKmu+4yICNDoFcvHVq0MGPFCnn5gAAj/vtfMwYPrnllss6jr5yna9cMCA8HiotLNOk1uUy18TyxTCwTy8QysUwsE8vkfpmMRiNcYSh/EYvvvvsOffr0weDBg5GcnIzIyEiMHTsWL774IgDg3LlzuHz5MhITE9V1wsLC0LVrV6SkpODZZ59FSkoK6tevrwY+AJCYmAidTof9+/fj6aefttvvnDlzMGvWLE3ahAkT0K9fP3U6KioKsbGxOHHiBDIzM9X0mJgYxMTEIDU1Fbm5uWp6bGwsoqKisG/fPk2Xu7i4ODRs2BDJycmaA5qQkICgoCAkWTdNAOjduzcKCwuxZ88eNc1gMCAxMRF5eXmaLoGhoaHo3r07srKycOzYMTW9YcOGiIuLw9mzZ5Genu5XZRICyMzsi7Nnz8BsjkF+fh6SkpTt98WNG3kAGtaoMvnqeWrXrjsAaLZT08tUG88Ty8QysUwsE8vEMrFM7pepb9++cIVbLT9BQUEAgClTpmDw4ME4ePAgJk6ciKVLl2LEiBHYu3cvEhISkJWVhaZNm6rrDRkyBJIk4T//+Q/eeecdfPrppzh16pRm240bN8asWbMwZswYu/2y5af2lik/H2jc2AiTyYyHHtLh7rvNWL7c0vKzerUZTz9ds8pkm0dfOU/5+QY0asSWH5aJZWKZWCaWiWVimWpfmaqk5cdsNiMuLg7vvPMOAOC+++7DsWPH1OCnqgQGBiIwMNClZfV6PfR6vV26daDkSrqzA+hOuk6ng05nf1uVu+m1uUzFxZblhAD0eh2MRsvyzzwjp9ekMtnylfOkXEvcOQa+XqaKpLNMLJO76SwTywSwTM7y6G46y8QyAVVfprK4NeBB06ZN0b59e01au3btcOHCBQBAREQEACA7O1uzTHZ2tjovIiICOTk5mvmlpaXIy8tTlyH/JAQgSd7ORe3FAQ+IiIjI37kV/CQkJNh1V/v5558RHR0NAGjZsiUiIiI0/e+uXbuG/fv3Iz4+HgAQHx+P/Px8HD58WF1m27ZtMJvN6Nq1a4ULQjWTdYVcCMDBjwbkIQx+iIiIyN+51e1t8uTJePDBB/HOO+9gyJAhOHDgAD766CN89NFHAOR+f5MmTcJbb72FVq1aoWXLlvjrX/+KZs2aYcCAAQDklqK+ffvixRdfxNKlS1FSUoLx48fj2WefdTjSG/kPs5ktP0RERERUddwKfh544AH873//w7Rp0zB79my0bNkSCxYswLBhw9Rlpk6dips3b2L06NHIz89H9+7dsXHjRnWwBAD417/+hfHjx6N3797Q6XQYOHAgFi5c6LlSUY3Blp/qw5YfIiIi8ndujfZG5GkXLwItWsgV87g4+W/pUnme0grEd6hn/PIL0KwZjycRERH5L/7OTl5l2/JDVYfHl4iIiPwdgx/yGez2VrUY/BAREZG/Y1WTvMq6Qs4BD6oWgx8iIiLydwx+yGew5adqMfghIiIif8eqJnmV7T0/bPmpOgx+iIiIyN8x+CGfUFjovNsbK+2eweNIRERE/o7BD3mVUiFv3hw4ftxx8GM2V2+eaisGP0REROTvGPyQT8jNlf87Cn5MpurNS23F4IeIiIj8HYMf8irbCrmjAQ9KS6snL7Udgx8iIiLydwx+yKew5afqMPghIiIif8fgh3wKg5+qw+CHiIiI/B2DH/Iq2wo5g5+qw+CHiIiI/B2DH/IpDH6qDoMfIiIi8ncMfsirXBnwgJV2z+BxJCIiIn/H4Id8iqOWH/IMBj9ERETk7xj8kFe5cs8PK+2eweNIRERE/o7BD/kUBj/V6/ZtYMYMb+eCiIiIqHow+CGvYstP9XF0HHNzgdmzqz8vRERERN7A4Id8iqMBD9xVWgqYzZXfTm3jKPjR66s/H0RERETewuCHvKoqWn4SE4F//rPieaqtHB1HTwSbRERERDUFqz7kUzwR/Jw7J3fnIi0GP0REROTvWPUhr6qqe354n5A9Bj9ERETk71j1IZ/C5/xUHQaERERE5O8Y/JBXcbS36uPoOPLYEhERkT9h8EM+z90KOluPHGPwQ0RERP6OwQ/5PFbQPYPHkYiIiPydwdsZIP9WVoX8ySeBli2rLy+1HVt+iIiIyN+x5Yd8HivonsHgh4iIiPwdgx/yqvIq35LkXgX94kUgI6NyeaqtGPwQERGRv2PwQz7N3eDn7Fn5Pyv19nhMiIiIyN8x+CGvcqXlx5Pb82ds+SEiIiJ/x+CHfJ47FXRlWQ53bY/BDxEREfk7Bj/kVZ6+58fV7fojBj9ERETk7xj8kE+raPBD9ngciYiIyN9VKvh59913IUkSJk2apKYVFhZi3LhxCA8PR2hoKAYOHIjs7GzNehcuXED//v0RHByMxo0b47XXXkNpaWllskI1lKfv+XF1u/6ILT9ERETk7yoc/Bw8eBAffvghOnbsqEmfPHky1q5di6+++grJycnIysrCM888o843mUzo378/iouLsXfvXnz66adYuXIlpk+fXvFSUK3GCnrV4bElIiIif2KoyEo3btzAsGHD8PHHH+Ott95S0wsKCrB8+XKsWrUKjzzyCABgxYoVaNeuHfbt24du3bph8+bNSEtLw9atW9GkSRN06tQJb775Jl5//XXMnDkTAQEBdvsrKipCUVGRJs1oNMJgsGRfp9NBr9fDZDLBbDar6Xq9HjqdDqWlpRBWNb3y0ktKSrQH6rd92bZQOUs3Go0wm80wmUxqmiRJMBgMLqf7Q5mKiwHAqM43m00oKTH/9loPQIIQkstlMpsNACTNdqq7TLZ59JXzJIS8vPX2S0okADW3TLXxPLFMLBPLxDKxTCwTy+R+mYxGI1xRoeBn3Lhx6N+/PxITEzXBz+HDh1FSUoLExEQ1rW3btmjRogVSUlLQrVs3pKSkoEOHDmjSpIm6TJ8+fTBmzBgcP34c9913n93+5syZg1mzZmnSJkyYgH79+qnTUVFRiI2NxYkTJ5CZmammx8TEICYmBqmpqcjNzVXTY2NjERUVhX379uHGjRtqelxcHBo2bIjk5GTNAU1ISEBQUBCSkpI0+ejduzcKCwuxZ88eNc1gMCAxMRF5eXk4dOiQmh4aGoru3bsjKysLx44dU9MbNmyIuLg4nD17Funp6X5VprNn6wJIUOf/8stlJCX9BADIze2MmzfrQIi6LpeppKQHgGCcP38eSUmneZ6syiREdwDQbKekpBmAjjW2TLXxPLFMLBPLxDKxTCwTy+R+mfr27QtXSEK41/Hlyy+/xNtvv42DBw8iKCgIvXr1QqdOnbBgwQKsWrUKI0eOtGul6dKlCx5++GHMnTsXo0ePRkZGBjZt2qTOv3XrFkJCQrBhwwY8/vjjdvtky0/tLVNqKtCliyVSnzXLhGnT5LI+/bQe99wj4YUXJLRq5VqZkpMNePRRCVOnmvDWW2z5sc773r0G9OwJFBdbtp+RIaFVKwNMpppZptp4nlgmlollYplYJpaJZXK/TFXS8nPx4kVMnDgRW7ZsQVBQkDurVkpgYCACAwNdWlav10Ov19ulWwdKrqQ7O4DupOt0Ouh09rdVuZtem8tkuwudTg+jUf/ba8tob66WSRkgQd62/THz5/OkXEusl1eyW1PLVJF0lollcjedZWKZAJbJWR7dTWeZWCag6stUFrcGPDh8+DBycnLQuXNnGAwGGAwGJCcnY+HChTAYDGjSpAmKi4uRn5+vWS87OxsREREAgIiICLvR35RpZRkiBYe69hyO9kZERET+zq3gp3fv3vjpp5+Qmpqq/sXFxWHYsGHqa6PRqOl/d+rUKVy4cAHx8fEAgPj4ePz000/IyclRl9myZQvq1auH9u3be6hYVFN4eqhrVuad47EhIiIif+dWt7e6desiNjZWkxYSEoLw8HA1fdSoUZgyZQoaNGiAevXqYcKECYiPj0e3bt0AAI899hjat2+P4cOH47333sPly5fxxhtvYNy4cS53bSP/4k6lXVmWFX17bPkhIiIif1eh0d7KMn/+fOh0OgwcOBBFRUXo06cPFi9erM7X6/VYt24dxowZg/j4eISEhGDEiBGYPXu2p7NCNYArLT+soHsGgx8iIiLyd5UOfnbs2KGZDgoKwqJFi7Bo0SKn60RHR2PDhg2V3TX5gYoGP+52l/MHDH6IiIjI37l1zw+Rp3n6nh9Xt+uPeEyIiIjI3zH4IZ/HSrtnsOWHiIiI/B2DH/IqT9/zw8q8cwx+iIiIyN8x+CGfxuDHcxj8EBERkb9j8ENeVVX3/JA9BjpERETk7xj8kM+rSKWdFX17jp6BxONERERE/oTBD3kVn/NTfdjtjYiIiPwdgx/yabznx3PY8kNERET+jsEPeZWn7/lhZd45HhsiIiLydwx+yOex0u5ZbPkhIiIif8Xgh3wa7/nxHN7zQ0RERP6OwQ95FQc8qD6854eIiIj8HYMf8ml8zo/nMNAhIiIif8fgh7zKlQp5RUZ7Y0XfHlt+iIiIyN8x+CGfxqGuPYfBDxEREfk7Bj/kVbznp/pwwAMiIiLydwx+yKfxnh/PYZdAIiIi8ncMfsirPH3PDznHlh8iIiLydwx+yKfYVsZ5z4/n8J4fIiIi8ncMfsirPH3PD7t2OceWHyIiIvJ3DH7Ipzhq+SHPYGBIRERE/o7BD3kV7/mpPmz5ISIiIn/H4Id8Cu/5qTq854eIiIj8HYMf8ipX7vnx5Pb8GYMfIiIi8ncMfsinVLZrltnsubzUNkLwHioiIiLybwx+yKew21vVEQLQ6djyQ0RERP6LwQ95VVUNdU32HLX88HgRERGRP2HwQz6lskNdczhn5xy1/BARERH5EwY/5FWeHuqaFfuyseWHiIiI/BmDH/IpvOen6ijd3njPDxEREfkrBj/kVbaV78oGPxztzTne80NERET+jsEP+TQ+58dzeM8PERER+TsGP+RV5bX8OEtzdXtkwaGuiYiIyN8x+CGfxnt+PIfd3oiIiMjfuRX8zJkzBw888ADq1q2Lxo0bY8CAATh16pRmmcLCQowbNw7h4eEIDQ3FwIEDkZ2drVnmwoUL6N+/P4KDg9G4cWO89tprKC0trXxpqMbx9D0/rMw7x5YfIiIi8nduBT/JyckYN24c9u3bhy1btqCkpASPPfYYbt68qS4zefJkrF27Fl999RWSk5ORlZWFZ555Rp1vMpnQv39/FBcXY+/evfj000+xcuVKTJ8+3XOlohqrss/5UQY8YKXenqOWHyIiIiJ/YnBn4Y0bN2qmV65cicaNG+Pw4cPo0aMHCgoKsHz5cqxatQqPPPIIAGDFihVo164d9u3bh27dumHz5s1IS0vD1q1b0aRJE3Tq1AlvvvkmXn/9dcycORMBAQF2+y0qKkJRUZEmzWg0wmCwZF+n00Gv18NkMsFsNeSXXq+HTqdDaWkphFWNuLz0kpIS7YH6bV+2LVTO0o1GI8xmM0wmk5omSRIMBoPL6f5QppISCdZvQznN9NtrPcxmQAjXy2Q2GwBIMJtNKCmxHDOeJwlCGKDTCRQXl0LZRWmpDoAeJpMZZnPNK1NtPE8sE8vEMrFMLBPLxDK5Xyaj0QhXuBX82CooKAAANGjQAABw+PBhlJSUIDExUV2mbdu2aNGiBVJSUtCtWzekpKSgQ4cOaNKkibpMnz59MGbMGBw/fhz33Xef3X7mzJmDWbNmadImTJiAfv36qdNRUVGIjY3FiRMnkJmZqabHxMQgJiYGqampyM3NVdNjY2MRFRWFffv24caNG2p6XFwcGjZsiOTkZM0BTUhIQFBQEJKSkjT56N27NwoLC7Fnzx41zWAwIDExEXl5eTh06JCaHhoaiu7duyMrKwvHjh1T0xs2bIi4uDicPXsW6enpflWmH34IB/AAdDoBs1nC5cvZSEo6CgDIze2Ma9eMEOIOl8tUWNgTQB1kZFxAUpKlSybPUyiE6A4hzNi5cyfq1pUvIufPtwTQBmfOnMXZszWvTLXxPLFMLBPLxDKxTCwTy+R+mfr27QtXSEJUrIOQ2WzGU089hfz8fOzevRsAsGrVKowcOdKulaZLly54+OGHMXfuXIwePRoZGRnYtGmTOv/WrVsICQnBhg0b8Pjjj9vtiy0/tbdMW7dK6NfPAINBoLRUwmuvmfH22/LyAwbo8cQTQIsWOvTp41qZPv/cgFGjJEyebMLcuWz5sc77xx8bMHOmwNGjpQgPl9N37NDhscf0KC42A6h5ZaqN54llYplYJpaJZWKZWCb3y1TlLT/jxo3DsWPH1MCnKgUGBiIwMNClZfV6PfR6vV26daDkSrqzA+hOuk6ng05nf1uVu+m1uUxKVnU6+WYUSdLBaNT9toz8B7hfJp1OD6PR/pj583mS7/mRYDAYoayiZFeSdDAYal6ZKpLOMrFM7qazTCwTwDI5y6O76SwTywRUfZnKUqGhrsePH49169Zh+/btiIqKUtMjIiJQXFyM/Px8zfLZ2dmIiIhQl7Ed/U2ZVpYh/+Pg86Jyp22SAx44p4z2Zptm/Z+IiIioNnMr+BFCYPz48fjf//6Hbdu2oWXLlpr5999/P4xGo6b/3alTp3DhwgXEx8cDAOLj4/HTTz8hJydHXWbLli2oV68e2rdvX5myUA2kVLqVUcg41HXV4VDXRERE5O/c6vY2btw4rFq1CmvWrEHdunVx+fJlAEBYWBjq1KmDsLAwjBo1ClOmTEGDBg1Qr149TJgwAfHx8ejWrRsA4LHHHkP79u0xfPhwvPfee7h8+TLeeOMNjBs3zuWubVT7KC0Sngp+OKSzvbIecsogiIiIiPyBW8HPkiVLAAC9evXSpK9YsQIvvPACAGD+/PnQ6XQYOHAgioqK0KdPHyxevFhdVq/XY926dRgzZgzi4+MREhKCESNGYPbs2ZUrCdVISqXbWbc3d4MYVuadc9TyYz2PiIiIqLZzK/hxZWC4oKAgLFq0CIsWLXK6THR0NDZs2ODOrqmWU4IcR/fssNubZ7Dlh4iIiPxdhQY8IPIUZ/f8KK0UvOfHc8q654fHjYiIiPwBgx/yCUq3N+uWH0ly3k3LGauh5MlGWS0/RERERP6AwQ95lW3LjxK8mM1ymiS5F9CwMl82Zy1pPG5ERETkDxj8kE9Qgh/l4cBKFy13W37Yjcs5dnsjIiIif8fgh7zKWcuP0kWLLT+ew+CHiIiI/B2DH/IJzrq96XQMfjyFwQ8RERH5OwY/5FVltfxUpNubo6GySSYEoNdrg0kOEEFERET+hMEPeZ0S5ACe6/bGSr29soIfBotERETkDxj8kFdZD2kNOO72xgEPPMNRtzcGP0RERORPGPyQT1CCH9vR3ira8sPKvD22/BAREZG/Y/BDPsFgkP87esgpu715hqPgh8EiERER+RMGP+RVSqVbr5f/V7bbG1synHPW8uPuMSYiIiKqqRj8kE9wNOABu715lrN7fpTAk4iIiKi2Y/BDXqV0b7Nt+bHu9sYBDzzDWctPSQmwZYv38kVERERUXRj8kE9Q7vlRBjxQumOx5cdzyrrn59//9k6eiIiIiKoTgx/yKqXy7ew5PxzwwHPKGu0tMNA7eSIiIvIn333n7RwQgx/yurK6vUkSBzzwlLKe88Pgh4iIqOr97nfezgEx+CGvsm35sW650ekq3vLD4MceW36IiIjI3zH4Ia9TWnkcpVV0wAN2e7NX1j0/QUHeyRMRERFRdWLwQ17lKPCxTueAB55TVstPy5beyRMRERFRdWLwQz6J3d48z9k9P6NGAWFh3ssXERERUXVh8ENe5SxIqeiABwx+nDObAaMR2LQJmDbNkmYwsJsgERER+QcGP+R1ZXV7c7flR1m2tNQzeatNSkvl4Cc5GVi1Sk4TQg5+lOcrERF5W3ExkJjo7VwQUW3F4KcG2rMHGDrU27nwDGctNNYPOXW35efhhy0PTSWL0lIgIAC4eROoU0dOU1qDGPwQka8oKgKSkuTXyn+qXs2bezsH1a+0FLh2zdu5oOrA4KcG+vln4L//9XYuPEtp/bHutlbRh5zOmGEZOpssnAU/7PZGRL7E+nrEFqDqJwSQmentXHhWSQlQWFj2MsuWAZ06VUt2yMtYRSSPuHIFuH7dc9urTPBjO6IZyZRubyaTJThUgh+2/BCRr1CuR7yOe0dt/D6YNg0YMqTsZW7dAnJzPbO/8o4h39vexeCHPOLxx4G//tU+vaAAuP9+5+vZdmlTWoAq0+2tJrZkFBU5vvfJk5TgR6ez3BNVU48XEdVeyvWppMS7+fBXtfGe2atX5R9py+JufQOQu8k98og27fLl8rve18YAsyZh8FMLFBR4f3Sz4mLHFei8PODIkfLXL+shp+4OeFATW36KirTTly9ruzbeulX5fSjd3nQ6+YL99de856cm++c/vZ0DoqqhVL59pRL+7bfezkH18pXjXlE5OUC7dhVb1926VEEBsH27Ns32+9yRynznlvejQEmJ9+uEvo7BTw1k+6auX18ewasqlNUa8cIL5S9nexHYtUv7oS8tdXx/jvJMmoo85LQmBj+2F7Pt2y2DWggBhIRUfh8mkyX4OX8eGDzYEvzUtONFwCuv8LxR7eRLwU9BAfD0097ORfVSvo/27/duPioqLw84edL99aqy98WPP2oH73AW/JSWArt3O9/O4cPl1wdiY4HVq93Poz9h8OPjXGk1AVz7pcEThLBUuD79VJtubd48+b9ti0WPHtobKW/dcvxBNpstLT/udntzdx1vKy2VgxFr1vm3DoxcuTjn5wO3bzveT0CA9qLLe35qtuJib+eAapKMDG/nwDW+1O3N0bW0sm7c8Pw2PUk5/q+84tntFhQA//d/nt2mIxX9UagiwY+jAN3R/hcvBqZOtUynpgLvvWe/XGYm8NBDzvd382b5n4uff5aPNTnH4MfHObpfxtEHtKrvF1HMmAGMGFH+cq++Kv93NAiCdaB26xYQHGy/jD8NeLBuHRAXp02zzr9tBbe8svXrJ58nW8o9P9bb4z0/NVt1/ehBtcOdd9aMH4aqs+Xn4EFg/nzn86viB4a6dT2/zYoQQm4lsVVVx33KFGDFCvfXKygAPvzQMl3ePbKu5H/fPuDiRft0R5+PBQuAP//Z8XYcvT8cBScmk/xjtjLi3M6dwF/+Yr9ceXU5V0ey1etdW85fMfipAcoanlH5xb66gp+LF4GzZ+3TnX2hOvqFy7o16OZN58FPTRvwwGzWVkbHjnX8xWLLUfmUtAMH7C+uJ08Cv/+98+3duOH4HiGl5cd6e2z5qdnKG7qVyFZ1txZW5LkpyvVIqcS6s42iImDiRPv0rCzH19qtW4G33y57e7XVoUNAeLh9unLcXb2+uDpCWtu2QFiYa8taO3ECePllYMAAYO/e8vPlyjkbNAj45BNtmrN61JEj8vMVXd2Xo+BHqZOcOCH/d/adW17ZXA1qqupxH+++WzXbrW4Mfjzg1KmqaZ5XLtRt2zpfRmmSt25O9TTrspUViCgXjqNHLcs6Cn6sv8hc6famXDRWrJAvfGWpzIAHtmUrb1+2PvxQ7tanWLIE+OWX8tezvpgpeVDyf/as/cU1PR3497+db89Ztz8l+Ckqkv8r++E9PzVLQQHQrJn8ujZXzKhySksd/1pdWOha1xlrX31VsaDpxx8rVtm17fYWFgacPu3augUFwMKF9umRkY67kZtMZVcobctdVGSpuFpXYPfskb+HlZYNIYAHHnC+3YMH5RvzHXV9qi7OBtJRjr+zLn9PPgl8/71lulEj1/ZXWGh5xlx5Hn3UPm3NGrl+UV6AUNGuis5+bC2rB0pZLT8mE/Dss/JrJdDq3Fn+v3y5/H/OHMtroOxremam69/V7rb8/PGPrnWLnTbNve36KgY/HtC2rfNfBSpD+RBkZACLFjleRrl4paZ6fv+Ku+/WTlv/OmIyyb+gWFMeElZU5Ljb26VLltdKy48kAX/7myVd6fZmPeDBnDnl38RXWmof/Dz9tP09NY7Ws/6lRAggIaHsdWzl5QEXLmjTEhLKDlQA7UVq2TJLfgD5YqdcXJWLcnkXfp3O8QAKa9bIrTzFxXLAA7DlpybKz7cE1Qx+yJn8fPmaaauwUA6eHQUIzgwZIrecuMvV9+fJk9prlqNub6NGudYLoLx9CiHfE6FQfjArb3vKvn/3O8txNRiAX38F1q8HuneXv8OUm9Vv35ZbVpzp0gVISwNef73s/Dpz5ox9RTg9HXjpJde34ey6r5wLZ0HExo3AuXPuf28UFgJBQa7la+tWy7T1eR87Vvsd6KjrWmVaxJ0FP87ee0uW2Kcpx+/GDeA//3G8nlIn2bYN2LTJkl5W3ps398zIr468/779IBHWn8m0NGD48KrZtzd4NfhZtGgR7rzzTgQFBaFr1644cOCAN7NTKa52O1u+vOwLojXrVpPx4y2vrT+EVXEzpkL5EDq6uCiKioBvvgGOHbM/BteuyWWwbtmJjgZ++skynZUFRETIr5X7hABLtzedzjLijNFoX6m3HWJ70SLthWrkSHmY0vKeVv33v1u2d/Gie8d13jz5V0kh7C+QBQXysNVlsS7T6NHAuHGWMl+8aAl+lOCsvC4GOh3w8cfy38aNlu0A8jmyDn54z0/NY31dYPBDzljf8FxcLP/QBMjvmWvXnFeinFXySkrkyr0rXXnL21ZWFrB2rWW6XTt5JFCFo+Bn1y7XKrVKuZKT7bvomM1yt6M2bYDJky1pZXURUq6/ynX66lX5O/yJJ+Tpe+7R/nKvfA9GRsr/d+xwvm1lvydPuv6dowQcMTH2LVknTwIffeTadgDnrXnKcW/QwH5eUJA8PzUVqFfPkr5vn/P9SJIc5Lka/CjvVWf5VN4HJhPQogWQnS1PX74sPwLAlQeuu3PvdFmjztp2nbPOb3kDWygjuVqXt7z3uKtdDNevd225Hj3k+44B+/IrPUQAuRfKF1/Ir2tD1zevBT//+c9/MGXKFMyYMQNHjhzBvffeiz59+iAnJ8dbWaoUVysh06db3mjl+fVX7bRygVU+hL/8Yn+RULjy4S9LUZG2edr6S8x6xDdHXQIUTZrI+QgNtaRFRMg3+i1YIAdN165pL6CKrVvlLxlAHh5ywwZ52yUlwDvvACtXyhe+0FDLqHNbtsj/b9+25HflSvm/9S9UaWlyvvLzLV9oyod86lT5YurK0NJKd8RXX5W7MDhjWwFYulQ7bXuxW7xY7nL34YdyK5ntMT5+vOx8KV+on3wiP3w2J8cySIVOJ79nlC8gtvzUPO58UVLtVtZ1Jz/f8vr11+UWC8ASHFi3dqSnWyrzo0cD//iH/fbuuUe+Pqanu54/Z0Mlr10LPPWU8/WcDXjgyghWSvm++EJ+lpm1mzct31ELFsifH5NJXueLL+Rr5p/+pF1HWV6p+NWtKx93pXKZnS13fVdIkuX7BQAefli+np87Z18m5funXTvngy4UFgL33mvpZmYwWCr7ZrPc28D2OAmh7Z6k/MBoNmu70Std0G1b9UpL5R9c77nH8l1vNsuPR1COx82b8nFT5sfHO86/0vXvvfcs3d7K+7HNNmhQAkPlu02ZVo5xRIR8LDdvlkeo27ZNTi+rq6YQclkGDtTuz1HAbhv8KPftAJYfEq0p51WphxUVOT4+JpPcI0O5ps+bZ8mLsx8OyntQKyAfp1WrtD+sKoG/9XUBkAN5pd3B0T6VcltfL6ZNk8vmSl58ldeCn/fffx8vvvgiRo4cifbt22Pp0qUIDg7GJ47C6BqgTx/H6QUFQMeO8gcyJ0e+qEiS/P+nnyy/Gly/brm4CiF/mG3v9fnDH+RllK5RzZpZKveA5WJ85YrjgMIdtq0Vn32mnVYuPtbBjl4vX0yV+xEAucWlWTPLhyo8XO4iOHmy3F1O+aKy/cXh1VflFhvlV8b+/eVm/iVL5JHMtmyR+/7ecYfcH339ejk4nDgRiIqyb4Xp1csSTN5zD5CYKK8bESH/mqnXA61b23/pjx2rvehNnix3KxBC/sJTjsN33zk7kvbHbcwY+eKhlM3RL355eXIei4rsA+vFi+Xz66gbSlqaJZBTKilnzljmm83ye2/sWHn6gw+AwEC5ZchZIE2+xfo8PfCA/CPB9evyL56lpVXXLYJ8i9ksd53KyZHfE9bXkdxcuVKluHHDch1QKm7WlZnz5+VrqNksf78o3V+s789UKlJdu7p+rShrqGTba751/pXKvPIDmGLiRPlHP6Xy74jS8nHjhv334K+/aitsV67IaVevyl161qwB5s6VP0PKQ6aVCvSoUXKgERKivfZOnSpfdxXFxdpudYDc/fmuu+TX1j9YvPii5fVf/iJ3cd+/Xz5Xly7JldKMDPneqX79LMsq3V5TU+XeFJs3y+tMmSKnt2sn/zr/00/a43Xlivy9pXSTV3pEREbaP38vPFzOS2CgnJadrQ0mlW2WNSwzoO3pcvu23HWrrErzggXaYBKwvN+U96xSgbeulwQEWM7Z4sXyf0c/FFrXC1JT5a70SrlMJsv7csECy3kNDrbU0caNA9q3twQ2Tzxhqf8px9C62xsgBz5l1cmuX5e/81991XLPtLMftpz1JCkqko/rmTOW++ysj2N6upzvO+6wpF27Ji/75pvytHKcp02z1JcKCuT3km1AOm2a5QeTmkgSovoHviwuLkZwcDC+/vprDBgwQE0fMWIE8vPzscb6qg2gqKgIRTY1QKPRCIPBoE7rdDro9XqYTCaYrWqrer0eOp0OpaWlsC5qeeklNv2rlH2V2vzEYjIZEBYGFBdL6NvXrH44dTodhBDYuxfo1Uvg++8lNG8OZGZKuOce8du9LgIFBRLatBEoLNRh61agf38zhAA2bNDGpf/3f2Z89pmE++4TyMmRUFwsqRfA4cPN+PxzHe66S6BNGwlmsxkHD0ro1k38dt+MBEmSNMdFzqP8KTebhV16UZF84evcWeDMGQnR0QL16+tw5YrAzz8Dd98tEBws/wp14IAOgYECTZoALVoIdOwoMHeuHm3bApGRAo0aCeTkyMs2aAA8/rgOO3aYsWKFDiNHmtG1qxl5eTpMm6bDH/9oVj+ws2aZ0LChHi1b6tCxo0BJCZCWJiEkRM5vs2YSxo0zYdIkPe64QyAxUeCLLyQYjcAf/iBw4gSQkmI5jo89JmA0CuzZI5c7P19CaKj8oU5IMOOhhwTefde+87f1eV2/XoeICIEWLQQOHNChc2czsrIkXL4sH++TJ4GEBDl/SUkSiookxMcLhIUJFBbKF+hNm3SIiZHPf4sWAkVFQE6OhKNHJUyeDHzyicA99wisWyeXLS1NwokTwOjRZsyfr8f06SZkZQGbN+tw773y+VNu1Dx8WELPnhLOnhXIzQWiowUCAoDjxyV89ZWEggIzHn9ch8LCEvzznzrMmqXDDz9IaNUKaNlSoH17Oe/Ke0YIofl8WNLNmi+R8tLdee85Ttc5yAsgSe6k144y3bwpcOWKhBYtBM6dk6DXS4iIEEhJATp0ELh0ST6fISE1p0y18TxVdZlMJvkX3sJCoLBQgl4P1KsnL3zihISzZyWMGiWQnQ1cvixw6JAO4eEC164Bo0dLOHpUvi4B8jUwNVVChw4Sdu8GOnYUaN5c4IcfJHTsKJCertO0+LRqJdCmDcot07p18vW3f3+zJv3mTWDXLgmPPSag00nYulVC167yeQoNlSvJ27bp0LixQMOGcqUsI0NCUJBAly5yhaxpU6G2BMiD48jHfedO+bh06SKwe7eERx6R8/jLLwJZWRKEkL8L0tLk41FcLHDjBpCeLqFxY+DnnyU89JDArl0S+vUz48YNICJCwqFDEgoKBKKiLPsPDJTwyScSXnrJjOPHJYwaZcb69RLCwiScPCmhTh2ByEiBI0ckmEzyTfwmE7Bhg4QPPyzFSy8ZsGCBCcuX69Cpk1wZz86WK8ohIXKeEhIENm+W35v9+pnxww8SYmMl7Nwpn4Mff5TQu7cZSUk6zfkJDxfYt0+HBx6Q9//443JZN2/WITHRjDp1JFy7JuH8efk4NmsmUL++fP5MJgnPPWfCxo2SWgkuLZUwaJCELl1K0KmT3Nxx//1mnDkjIT9fQlSUwL33CvX9qtNJkCQgK0vg8GEdDAaBVq2A8eMlrFkjfxc7+txs2ADExwv89JOEHj0EJEmH69cFduyQ607Hj0vo1UuuOx09KmA2W6LoTp0E1q+X8PDDAq1bC7XbvSRJyMiQkJYm8PDDAoGBQEqKhLw8ed0XXzQhK0tCfj5++xxJSEqSt9eggRyYGI3AtWsSsrLk7+tu3cwID5c/Oy1a6HD5ssCtWwJhYfI5Pn1aQvv2EvbvF+jWTWDUKDMefVRg1iw9Hn9ch3//W2D9euDSJQmtW8t1wqZNJVy/LvDgg/LnVqeTj7vBIH9ucnLkHyjq1lWu7xJ0Ovkacf26vC0A6NpVwqpVQO/eZrWXx61bErZvl9Cpk/yeBIBjxyR07y4Hd7t2AY0bC9StC2zbJuHeeyVkZMjndONGHdq3F0hLk9C6NZCfLxARIX8OYmMF5s414557DL9dlyxRtDfq5UZHTXEOeCX4ycrKQmRkJPbu3Yt4q7bAqVOnIjk5Gftt2spnzpyJWbNmadImTJiAflY/hURFRSE2NhbHjh1DptUNHjExMYiJicGhQ4eQa9VZMjY2FlFRUdi9ezduWIW0cXFxaNiwIbZu3ao5oAkJCQgKCkKS9SN6AfTu3RuFhYXYYzXigcFgQGJiInJzc3HI6meP0NBQdO/eHZmZmTh27Jia3rBhQ8TFxSE9PR3pVt8wLBPLxDKxTCwTy8QysUwsE8vEMpVfpr59+8IVNSL48eWWH2fpRqPRLgqWJAkGg3107CydZWKZWCaWiWVimVgmlollYplYphre8uNutzciIiIiIqLK8sqABwEBAbj//vs1TVVmsxlJSUmaliAiIiIiIiJPMZS/SNWYMmUKRowYgbi4OHTp0gULFizAzZs3MXLkSG9liYiIiIiIajGvBT9Dhw7FlStXMH36dFy+fBmdOnXCxo0b0aRJE29liYiIiIiIajGv3PNDRERERERU3bz2kFMiIiIiIqLqxOCHiIiIiIj8AoMfIiIiIiLyCwx+iIiIiIjILzD4ISIiIiIiv8Dgh4iIiIiI/AKDHyIiIiIi8gsMfoiIiIiIyC8w+CEiIiIiIr/A4IeIiIiIiPwCgx8iIiIiIvIL/x/Ik55NyxBKKQAAAABJRU5ErkJggg==",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "columns_viz(datasets[2], color= 'blue')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 47,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "target_var = 'Depth_to_Groundwater_Podere_Casetta'\n",
+    "aquifer_luco[target_var] = aquifer_luco[target_var].interpolate()\n",
+    "\n",
+    "aquifer_luco = aquifer_luco.dropna(subset=[target_var])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 48,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_82028/1098352233.py:5: SettingWithCopyWarning: \n",
+      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+      "Try using .loc[row_indexer,col_indexer] = value instead\n",
+      "\n",
+      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+      "  luco_pred['rainfall_sum'] = luco_pred[rainfall_luco].sum(axis = 1).values\n",
+      "/tmp/ipykernel_82028/1098352233.py:6: SettingWithCopyWarning: \n",
+      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
+      "Try using .loc[row_indexer,col_indexer] = value instead\n",
+      "\n",
+      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
+      "  luco_pred['temperature_mean'] = luco_pred[temperature_luco].mean(axis = 1).values\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "(4514, 9)"
+      ]
+     },
+     "execution_count": 48,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "luco_pred = aquifer_luco\n",
+    "rainfall_luco = [col for col in luco_pred.columns if 'Rainfall' in col]\n",
+    "temperature_luco = [col for col in luco_pred.columns if 'Temperature' in col]\n",
+    "\n",
+    "luco_pred['rainfall_sum'] = luco_pred[rainfall_luco].sum(axis = 1).values\n",
+    "luco_pred['temperature_mean'] = luco_pred[temperature_luco].mean(axis = 1).values\n",
+    "luco_pred = luco_pred.drop(['Rainfall_Siena_Poggio_al_Vento', 'Rainfall_Mensano',\n",
+    "                        'Rainfall_Monticiano_la_Pineta', 'Rainfall_Ponte_Orgia',\n",
+    "                        'Rainfall_Scorgiano', 'Rainfall_Pentolina',\n",
+    "                        'Rainfall_Monteroni_Arbia_Biena',\n",
+    "                        'Depth_to_Groundwater_Pozzo_1', 'Depth_to_Groundwater_Pozzo_3',\n",
+    "                        'Depth_to_Groundwater_Pozzo_4', 'Temperature_Siena_Poggio_al_Vento', \n",
+    "                        'Temperature_Mensano', 'Volume_Pozzo_1',\n",
+    "                        'Volume_Pozzo_3', 'Volume_Pozzo_4'], axis = 1)\n",
+    "luco_pred = luco_pred.fillna(luco_pred.interpolate())\n",
+    "\n",
+    "luco_pred.shape"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 49,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "y2 = luco_pred[['Depth_to_Groundwater_Podere_Casetta']]\n",
+    "x2 = luco_pred.drop(['Depth_to_Groundwater_Podere_Casetta'], axis = 1)\n",
+    "\n",
+    "x_train_luco, x_test_luco, y_train_luco, y_test_luco = train_test_split(x2, y2, test_size = 0.2, random_state = 42, shuffle = False)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 50,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<style>#sk-container-id-2 {color: black;}#sk-container-id-2 pre{padding: 0;}#sk-container-id-2 div.sk-toggleable {background-color: white;}#sk-container-id-2 label.sk-toggleable__label {cursor: pointer;display: block;width: 100%;margin-bottom: 0;padding: 0.3em;box-sizing: border-box;text-align: center;}#sk-container-id-2 label.sk-toggleable__label-arrow:before {content: \"▸\";float: left;margin-right: 0.25em;color: #696969;}#sk-container-id-2 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-container-id-2 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-container-id-2 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-container-id-2 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-container-id-2 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-container-id-2 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: \"▾\";}#sk-container-id-2 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-2 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-2 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;}#sk-container-id-2 div.sk-estimator {font-family: monospace;background-color: #f0f8ff;border: 1px dotted black;border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;}#sk-container-id-2 div.sk-estimator:hover {background-color: #d4ebff;}#sk-container-id-2 div.sk-parallel-item::after {content: \"\";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-container-id-2 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-2 div.sk-serial::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: 0;}#sk-container-id-2 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: white;padding-right: 0.2em;padding-left: 0.2em;position: relative;}#sk-container-id-2 div.sk-item {position: relative;z-index: 1;}#sk-container-id-2 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;position: relative;}#sk-container-id-2 div.sk-item::before, #sk-container-id-2 div.sk-parallel-item::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: -1;}#sk-container-id-2 div.sk-parallel-item {display: flex;flex-direction: column;z-index: 1;position: relative;background-color: white;}#sk-container-id-2 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-container-id-2 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-container-id-2 div.sk-parallel-item:only-child::after {width: 0;}#sk-container-id-2 div.sk-dashed-wrapped {border: 1px dashed gray;margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: white;}#sk-container-id-2 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;}#sk-container-id-2 div.sk-label-container {text-align: center;}#sk-container-id-2 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }` but bootstrap.min.css set `[hidden] { display: none !important; }` so we also need the `!important` here to be able to override the default hidden behavior on the sphinx rendered scikit-learn.org. See: https://github.com/scikit-learn/scikit-learn/issues/21755 */display: inline-block !important;position: relative;}#sk-container-id-2 div.sk-text-repr-fallback {display: none;}</style><div id=\"sk-container-id-2\" class=\"sk-top-container\"><div class=\"sk-text-repr-fallback\"><pre>XGBRegressor(base_score=None, booster=None, callbacks=None,\n",
+       "             colsample_bylevel=None, colsample_bynode=None,\n",
+       "             colsample_bytree=None, device=None, early_stopping_rounds=None,\n",
+       "             enable_categorical=True, eval_metric=None, feature_types=None,\n",
+       "             gamma=None, grow_policy=None, importance_type=None,\n",
+       "             interaction_constraints=None, learning_rate=0.04, max_bin=None,\n",
+       "             max_cat_threshold=None, max_cat_to_onehot=None,\n",
+       "             max_delta_step=None, max_depth=2, max_leaves=None,\n",
+       "             min_child_weight=None, missing=nan, monotone_constraints=None,\n",
+       "             multi_strategy=None, n_estimators=200, n_jobs=None,\n",
+       "             num_parallel_tree=None, random_state=0, ...)</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class=\"sk-container\" hidden><div class=\"sk-item\"><div class=\"sk-estimator sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-2\" type=\"checkbox\" checked><label for=\"sk-estimator-id-2\" class=\"sk-toggleable__label sk-toggleable__label-arrow\">XGBRegressor</label><div class=\"sk-toggleable__content\"><pre>XGBRegressor(base_score=None, booster=None, callbacks=None,\n",
+       "             colsample_bylevel=None, colsample_bynode=None,\n",
+       "             colsample_bytree=None, device=None, early_stopping_rounds=None,\n",
+       "             enable_categorical=True, eval_metric=None, feature_types=None,\n",
+       "             gamma=None, grow_policy=None, importance_type=None,\n",
+       "             interaction_constraints=None, learning_rate=0.04, max_bin=None,\n",
+       "             max_cat_threshold=None, max_cat_to_onehot=None,\n",
+       "             max_delta_step=None, max_depth=2, max_leaves=None,\n",
+       "             min_child_weight=None, missing=nan, monotone_constraints=None,\n",
+       "             multi_strategy=None, n_estimators=200, n_jobs=None,\n",
+       "             num_parallel_tree=None, random_state=0, ...)</pre></div></div></div></div></div>"
+      ],
+      "text/plain": [
+       "XGBRegressor(base_score=None, booster=None, callbacks=None,\n",
+       "             colsample_bylevel=None, colsample_bynode=None,\n",
+       "             colsample_bytree=None, device=None, early_stopping_rounds=None,\n",
+       "             enable_categorical=True, eval_metric=None, feature_types=None,\n",
+       "             gamma=None, grow_policy=None, importance_type=None,\n",
+       "             interaction_constraints=None, learning_rate=0.04, max_bin=None,\n",
+       "             max_cat_threshold=None, max_cat_to_onehot=None,\n",
+       "             max_delta_step=None, max_depth=2, max_leaves=None,\n",
+       "             min_child_weight=None, missing=nan, monotone_constraints=None,\n",
+       "             multi_strategy=None, n_estimators=200, n_jobs=None,\n",
+       "             num_parallel_tree=None, random_state=0, ...)"
+      ]
+     },
+     "execution_count": 50,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "luco_params = {'n_estimators': 200,\n",
+    "            'max_depth': 2,\n",
+    "            'subsample': 1,\n",
+    "            'learning_rate': 0.04,\n",
+    "            'random_state': 0,\n",
+    "            'enable_categorical': True}\n",
+    "\n",
+    "x_train_luco['Date'] = x_train_luco['Date'].astype('category')\n",
+    "x_test_luco['Date'] = x_test_luco['Date'].astype('category')\n",
+    "\n",
+    "luco_model = XGBRegressor(**luco_params)\n",
+    "\n",
+    "luco_model.fit(x_train_luco, y_train_luco)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 51,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MAE value:  0.6996361653274081\n"
+     ]
+    }
+   ],
+   "source": [
+    "luco_y_pred = luco_model.predict(x_test_luco)\n",
+    "\n",
+    "print('MAE value: ', mean_absolute_error(y_test_luco, luco_y_pred))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 52,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1500x500 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "predicted_viz(y_test_luco, luco_y_pred, 'Depth_to_Groundwater_Podere_Casetta', 'Aquifer Luco', aquifer_luco)\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Aquifer Petrignano"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 53,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Date</th>\n",
+       "      <th>Rainfall_Bastia_Umbra</th>\n",
+       "      <th>Depth_to_Groundwater_P24</th>\n",
+       "      <th>Depth_to_Groundwater_P25</th>\n",
+       "      <th>Temperature_Bastia_Umbra</th>\n",
+       "      <th>Temperature_Petrignano</th>\n",
+       "      <th>Volume_C10_Petrignano</th>\n",
+       "      <th>Hydrometry_Fiume_Chiascio_Petrignano</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>14/03/2006</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>-22.48</td>\n",
+       "      <td>-22.18</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>15/03/2006</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>-22.38</td>\n",
+       "      <td>-22.14</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>16/03/2006</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>-22.25</td>\n",
+       "      <td>-22.04</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>17/03/2006</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>-22.38</td>\n",
+       "      <td>-22.04</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>18/03/2006</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>-22.60</td>\n",
+       "      <td>-22.04</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "         Date  Rainfall_Bastia_Umbra  Depth_to_Groundwater_P24  \\\n",
+       "0  14/03/2006                    NaN                    -22.48   \n",
+       "1  15/03/2006                    NaN                    -22.38   \n",
+       "2  16/03/2006                    NaN                    -22.25   \n",
+       "3  17/03/2006                    NaN                    -22.38   \n",
+       "4  18/03/2006                    NaN                    -22.60   \n",
+       "\n",
+       "   Depth_to_Groundwater_P25  Temperature_Bastia_Umbra  Temperature_Petrignano  \\\n",
+       "0                    -22.18                       NaN                     NaN   \n",
+       "1                    -22.14                       NaN                     NaN   \n",
+       "2                    -22.04                       NaN                     NaN   \n",
+       "3                    -22.04                       NaN                     NaN   \n",
+       "4                    -22.04                       NaN                     NaN   \n",
+       "\n",
+       "   Volume_C10_Petrignano  Hydrometry_Fiume_Chiascio_Petrignano  \n",
+       "0                    NaN                                   NaN  \n",
+       "1                    NaN                                   NaN  \n",
+       "2                    NaN                                   NaN  \n",
+       "3                    NaN                                   NaN  \n",
+       "4                    NaN                                   NaN  "
+      ]
+     },
+     "execution_count": 53,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "datasets[3].head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 54,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1500x1100 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "datasets[3]['Date'] = pd.to_datetime(datasets[3]['Date'], dayfirst=True)\n",
+    "corr_plot(datasets[3], 'Aquifer Petrignano', (20, 20))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 55,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "columns_viz(datasets[3], color= 'blue')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 56,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(4150, 9)"
+      ]
+     },
+     "execution_count": 56,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "petrignano_pred = aquifer_petrignano\n",
+    "temperatute_petrignano = [col for col in petrignano_pred.columns if 'Temperature' in col]\n",
+    "\n",
+    "petrignano_pred['temperature_mean'] = petrignano_pred[temperatute_petrignano].mean(axis = 1).values\n",
+    "petrignano_pred = petrignano_pred.dropna()\n",
+    "\n",
+    "petrignano_pred.shape"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 57,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<style>#sk-container-id-3 {color: black;}#sk-container-id-3 pre{padding: 0;}#sk-container-id-3 div.sk-toggleable {background-color: white;}#sk-container-id-3 label.sk-toggleable__label {cursor: pointer;display: block;width: 100%;margin-bottom: 0;padding: 0.3em;box-sizing: border-box;text-align: center;}#sk-container-id-3 label.sk-toggleable__label-arrow:before {content: \"▸\";float: left;margin-right: 0.25em;color: #696969;}#sk-container-id-3 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-container-id-3 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-container-id-3 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-container-id-3 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-container-id-3 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-container-id-3 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: \"▾\";}#sk-container-id-3 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-3 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-3 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;}#sk-container-id-3 div.sk-estimator {font-family: monospace;background-color: #f0f8ff;border: 1px dotted black;border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;}#sk-container-id-3 div.sk-estimator:hover {background-color: #d4ebff;}#sk-container-id-3 div.sk-parallel-item::after {content: \"\";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-container-id-3 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-3 div.sk-serial::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: 0;}#sk-container-id-3 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: white;padding-right: 0.2em;padding-left: 0.2em;position: relative;}#sk-container-id-3 div.sk-item {position: relative;z-index: 1;}#sk-container-id-3 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;position: relative;}#sk-container-id-3 div.sk-item::before, #sk-container-id-3 div.sk-parallel-item::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: -1;}#sk-container-id-3 div.sk-parallel-item {display: flex;flex-direction: column;z-index: 1;position: relative;background-color: white;}#sk-container-id-3 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-container-id-3 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-container-id-3 div.sk-parallel-item:only-child::after {width: 0;}#sk-container-id-3 div.sk-dashed-wrapped {border: 1px dashed gray;margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: white;}#sk-container-id-3 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;}#sk-container-id-3 div.sk-label-container {text-align: center;}#sk-container-id-3 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }` but bootstrap.min.css set `[hidden] { display: none !important; }` so we also need the `!important` here to be able to override the default hidden behavior on the sphinx rendered scikit-learn.org. See: https://github.com/scikit-learn/scikit-learn/issues/21755 */display: inline-block !important;position: relative;}#sk-container-id-3 div.sk-text-repr-fallback {display: none;}</style><div id=\"sk-container-id-3\" class=\"sk-top-container\"><div class=\"sk-text-repr-fallback\"><pre>XGBRegressor(base_score=None, booster=None, callbacks=None,\n",
+       "             colsample_bylevel=None, colsample_bynode=None,\n",
+       "             colsample_bytree=None, device=None, early_stopping_rounds=None,\n",
+       "             enable_categorical=True, eval_metric=None, feature_types=None,\n",
+       "             gamma=None, grow_policy=None, importance_type=None,\n",
+       "             interaction_constraints=None, learning_rate=0.04, max_bin=None,\n",
+       "             max_cat_threshold=None, max_cat_to_onehot=None,\n",
+       "             max_delta_step=None, max_depth=2, max_leaves=None,\n",
+       "             min_child_weight=None, missing=nan, monotone_constraints=None,\n",
+       "             multi_strategy=None, n_estimators=200, n_jobs=None,\n",
+       "             num_parallel_tree=None, random_state=0, ...)</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class=\"sk-container\" hidden><div class=\"sk-item\"><div class=\"sk-estimator sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-3\" type=\"checkbox\" checked><label for=\"sk-estimator-id-3\" class=\"sk-toggleable__label sk-toggleable__label-arrow\">XGBRegressor</label><div class=\"sk-toggleable__content\"><pre>XGBRegressor(base_score=None, booster=None, callbacks=None,\n",
+       "             colsample_bylevel=None, colsample_bynode=None,\n",
+       "             colsample_bytree=None, device=None, early_stopping_rounds=None,\n",
+       "             enable_categorical=True, eval_metric=None, feature_types=None,\n",
+       "             gamma=None, grow_policy=None, importance_type=None,\n",
+       "             interaction_constraints=None, learning_rate=0.04, max_bin=None,\n",
+       "             max_cat_threshold=None, max_cat_to_onehot=None,\n",
+       "             max_delta_step=None, max_depth=2, max_leaves=None,\n",
+       "             min_child_weight=None, missing=nan, monotone_constraints=None,\n",
+       "             multi_strategy=None, n_estimators=200, n_jobs=None,\n",
+       "             num_parallel_tree=None, random_state=0, ...)</pre></div></div></div></div></div>"
+      ],
+      "text/plain": [
+       "XGBRegressor(base_score=None, booster=None, callbacks=None,\n",
+       "             colsample_bylevel=None, colsample_bynode=None,\n",
+       "             colsample_bytree=None, device=None, early_stopping_rounds=None,\n",
+       "             enable_categorical=True, eval_metric=None, feature_types=None,\n",
+       "             gamma=None, grow_policy=None, importance_type=None,\n",
+       "             interaction_constraints=None, learning_rate=0.04, max_bin=None,\n",
+       "             max_cat_threshold=None, max_cat_to_onehot=None,\n",
+       "             max_delta_step=None, max_depth=2, max_leaves=None,\n",
+       "             min_child_weight=None, missing=nan, monotone_constraints=None,\n",
+       "             multi_strategy=None, n_estimators=200, n_jobs=None,\n",
+       "             num_parallel_tree=None, random_state=0, ...)"
+      ]
+     },
+     "execution_count": 57,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "y3_p24 = petrignano_pred['Depth_to_Groundwater_P24']\n",
+    "y3_p25 = petrignano_pred['Depth_to_Groundwater_P25']\n",
+    "x3 = petrignano_pred.drop(['Depth_to_Groundwater_P24', 'Depth_to_Groundwater_P25'], axis = 1)\n",
+    "\n",
+    "x_train_petrignano_p24, x_test_petrignano_p24, y_train_petrignano_p24, y_test_petrignano_p24 = train_test_split(x3, y3_p24, test_size = 0.2, random_state = 42, shuffle = False)\n",
+    "x_train_petrignano_p25, x_test_petrignano_p25, y_train_petrignano_p25, y_test_petrignano_p25 = train_test_split(x3, y3_p25, test_size = 0.2, random_state = 42, shuffle = False)\n",
+    "\n",
+    "\n",
+    "\n",
+    "x_train_petrignano_p24['Date'] = pd.to_datetime(x_train_petrignano_p24['Date'])\n",
+    "x_test_petrignano_p25['Date'] = pd.to_datetime(x_test_petrignano_p25['Date'])\n",
+    "x_test_petrignano_p24['Date'] = pd.to_datetime(x_test_petrignano_p24['Date'])\n",
+    "x_test_petrignano_p25['Date'] = pd.to_datetime(x_test_petrignano_p25['Date'])\n",
+    "\n",
+    "x_train_petrignano_p24['Year'] = x_train_petrignano_p24['Date'].dt.year\n",
+    "x_train_petrignano_p24['Month'] = x_train_petrignano_p24['Date'].dt.month\n",
+    "x_train_petrignano_p24['Day'] = x_train_petrignano_p24['Date'].dt.day\n",
+    "\n",
+    "x_train_petrignano_p25['Year'] = x_train_petrignano_p25['Date'].dt.year\n",
+    "x_train_petrignano_p25['Month'] = x_train_petrignano_p25['Date'].dt.month\n",
+    "x_train_petrignano_p25['Day'] = x_train_petrignano_p25['Date'].dt.day\n",
+    "\n",
+    "x_test_petrignano_p24['Year'] = x_test_petrignano_p24['Date'].dt.year\n",
+    "x_test_petrignano_p24['Month'] = x_test_petrignano_p24['Date'].dt.month\n",
+    "x_test_petrignano_p24['Day'] = x_test_petrignano_p24['Date'].dt.day\n",
+    "\n",
+    "x_test_petrignano_p25['Year'] = x_test_petrignano_p25['Date'].dt.year\n",
+    "x_test_petrignano_p25['Month'] = x_test_petrignano_p25['Date'].dt.month\n",
+    "x_test_petrignano_p25['Day'] = x_test_petrignano_p25['Date'].dt.day\n",
+    "\n",
+    "x_train_petrignano_p24 = x_train_petrignano_p24.drop('Date', axis=1)\n",
+    "x_test_petrignano_p24 = x_test_petrignano_p24.drop('Date', axis=1)\n",
+    "\n",
+    "x_train_petrignano_p25 = x_train_petrignano_p25.drop('Date', axis=1)\n",
+    "x_test_petrignano_p25 = x_test_petrignano_p25.drop('Date', axis=1)\n",
+    "\n",
+    "petrignano_params = {'n_estimators': 200, \n",
+    "                        'max_depth': 2,\n",
+    "                        'subsample': 1,\n",
+    "                        'learning_rate': 0.04,\n",
+    "                        'random_state': 0,\n",
+    "                        'enable_categorical': True}\n",
+    "\n",
+    "petrignano_model_p24 = XGBRegressor(**petrignano_params)\n",
+    "\n",
+    "petrignano_model_p24.fit(x_train_petrignano_p24, y_train_petrignano_p24)\n",
+    "\n",
+    "petrignano_model_p25 = XGBRegressor(**petrignano_params)\n",
+    "\n",
+    "petrignano_model_p25.fit(x_train_petrignano_p25, y_train_petrignano_p25)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 58,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MAE value (Depth_to_Groundwater_P24):  1.1685788850899204\n",
+      "MAE value (Depth_to_Groundwater_P25):  1.1255651171580856\n"
+     ]
+    }
+   ],
+   "source": [
+    "petrignano_pred_p24 = petrignano_model_p24.predict(x_test_petrignano_p24)\n",
+    "petrignano_pred_p25 = petrignano_model_p25.predict(x_test_petrignano_p25)\n",
+    "\n",
+    "print('MAE value (Depth_to_Groundwater_P24): ', mean_absolute_error(y_test_petrignano_p24, petrignano_pred_p24))\n",
+    "print('MAE value (Depth_to_Groundwater_P25): ', mean_absolute_error(y_test_petrignano_p25, petrignano_pred_p25))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 59,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1500x500 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1500x500 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "predicted_viz(y_test_petrignano_p24, petrignano_pred_p24, 'Depth_to_Groundwater_P24', 'Aquifer Petrignano', aquifer_petrignano)\n",
+    "predicted_viz(y_test_petrignano_p25, petrignano_pred_p25, 'Depth_to_Groundwater_P25', 'Aquifer Petrignano', aquifer_petrignano)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Lake Biliancino"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 60,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Date</th>\n",
+       "      <th>Rainfall_S_Piero</th>\n",
+       "      <th>Rainfall_Mangona</th>\n",
+       "      <th>Rainfall_S_Agata</th>\n",
+       "      <th>Rainfall_Cavallina</th>\n",
+       "      <th>Rainfall_Le_Croci</th>\n",
+       "      <th>Temperature_Le_Croci</th>\n",
+       "      <th>Lake_Level</th>\n",
+       "      <th>Flow_Rate</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>03/06/2002</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>249.43</td>\n",
+       "      <td>0.31</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>04/06/2002</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>249.43</td>\n",
+       "      <td>0.31</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>05/06/2002</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>249.43</td>\n",
+       "      <td>0.31</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>06/06/2002</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>249.43</td>\n",
+       "      <td>0.31</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>07/06/2002</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>249.44</td>\n",
+       "      <td>0.31</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "         Date  Rainfall_S_Piero  Rainfall_Mangona  Rainfall_S_Agata  \\\n",
+       "0  03/06/2002               NaN               NaN               NaN   \n",
+       "1  04/06/2002               NaN               NaN               NaN   \n",
+       "2  05/06/2002               NaN               NaN               NaN   \n",
+       "3  06/06/2002               NaN               NaN               NaN   \n",
+       "4  07/06/2002               NaN               NaN               NaN   \n",
+       "\n",
+       "   Rainfall_Cavallina  Rainfall_Le_Croci  Temperature_Le_Croci  Lake_Level  \\\n",
+       "0                 NaN                NaN                   NaN      249.43   \n",
+       "1                 NaN                NaN                   NaN      249.43   \n",
+       "2                 NaN                NaN                   NaN      249.43   \n",
+       "3                 NaN                NaN                   NaN      249.43   \n",
+       "4                 NaN                NaN                   NaN      249.44   \n",
+       "\n",
+       "   Flow_Rate  \n",
+       "0       0.31  \n",
+       "1       0.31  \n",
+       "2       0.31  \n",
+       "3       0.31  \n",
+       "4       0.31  "
+      ]
+     },
+     "execution_count": 60,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "datasets[4].head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 61,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1500x1100 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "datasets[4]['Date'] = pd.to_datetime(datasets[4]['Date'], dayfirst=True)\n",
+    "corr_plot(datasets[4], 'Lake Biliancino', (20, 20))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 62,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAz8AAADHCAYAAAA3fO2qAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8g+/7EAAAACXBIWXMAAA9hAAAPYQGoP6dpAAB1uUlEQVR4nO2deXgURfrHv3PlAgQh3JdIVJSoIFFEEFBAEMV7xWMVvPFAEK9VVxR1xQtEBXU9VnQBb0XR36IyaJD7jIgiJpyGCBECgQSSzEzX74+me6p7+pzpyXSS9/M8eTJdXV31vnV1vXW1hzHGQBAEQRAEQRAEUc/xploAgiAIgiAIgiCI2oCMH4IgCIIgCIIgGgRk/BAEQRAEQRAE0SAg44cgCIIgCIIgiAYBGT8EQRAEQRAEQTQIyPghCIIgCIIgCKJBQMYPQRAEQRAEQRANAjJ+CIIgCIIgCIJoEJDxQxAEQRAEQRBEg4CMH4Ig6hR79uzBwIED0bRpUzz++ONJiWPOnDno378/mjVrhkAggBYtWqBHjx54/vnnbYe1bds2eDyemD+r9wlCi+nTp8eUmYEDB6ZaLFcxadIkNGvWDP3798eePXtSLQ5BEC6BjB+CIGyh1VFX/zVu3Bjdu3fH2LFjsXnzZkfjf/HFF5Gfn48DBw5g0qRJKCoqcjT8Z555Btdeey1+/PFHAMBnn32GL774ApWVlViyZInt8Dp06IDCwkJcdtllcd23w+OPP66ZHy1btsThw4cNnz3nnHM0n6UOtTu57rrrUFhYiPbt26daFFdSWFiIxx9/HOXl5fjxxx8xbdq0VItEEIRLIOOHIAhbFBYWorCwUOHWvn17FBYWYt26dXjzzTfRtGlT/Prrr5g+fTpyc3PxzTffOBY/Y0xxLQiCY2GHw2FMnjxZvr700ksxYsQI9OvXD5MnT8bpp59uO0y/34+cnBw0adIkrvt2uPvuu1FYWIixY8cq3Pfs2YN3331X97nVq1fjhx9+ULhJeTp79uyE5SKcp2nTpsjJyYHf70+1KK5E3U6orwmCaLhQq0kQhC1ycnJi3KQOPAD06NEDp512GvLy8sAYQ1VVFUaPHo0//vjDkY7a+PHjsXjxYhQUFGD8+PE4/vjjEw5TYvfu3Thw4IB83aFDB/n3FVdc4Vg8yaJ58+aKv6qqKhw6dAiAOGN26623wuuNHfN6/vnn0alTJ+zYsUN24/OUIOoaxx9/PB599FG89NJLOPnkkzF+/PhUi0QQhEugmR+CIBzntNNOQ+fOneXrXbt2YcOGDY6E3apVKyxatAgHDhzAE0884UiYEqFQSHHt8/kcDb82adKkCa6//nr5+vfff8e8efNi/G3duhWffvopxo0bV5viEUTSeeKJJ1BeXo7FixejZcuWqRaHIAiXQMYPQRBJIS0tTXEdDocV10VFRXjooYfQt29fdOzYERkZGcjKykLXrl1xzTXXyHtueI455piYPSn8ci2t+/Pnz8fEiRNxwgknICMjA02bNsVFF10Us3Rv4MCB6NKli8Jt0qRJMfHk5+djzJgx6NGjB1q3bo1AIICjjjoKJ598Mu6++25s3bo1gVRzlnHjxikOT5gyZUqMn6lTp+KYY47BJZdcYhreunXrMH78eJx++ulo164d0tLS0LhxY3Tr1g0333wz1q9fH/OM1j4iKZwuXbogPT0dLVq0wLXXXovdu3drxrt69WpceumlaNmyJdLT03HsscfioYcewsMPPxwT9ujRoxXPbtq0CXfeeSdOPPFENG7cGBkZGejUqROuvPJKBINBhV+9wyeKi4tx4403on379khLS0ObNm1w++23o6KiIkbWd999F1dddRW6deuG5s2bywdm9OnTB5MnT9Z8xgxBEPDqq6+iV69eaNSoERo1aoQzzjgDn332maZ/vb1f/P6tq666SnFv5syZmv6XLVuG4cOHo0WLFkhLS8Nxxx2HF198MSbOiooKPPvssxg2bBiOPfZYNG7cGOnp6WjXrh2GDRuGWbNmxSw9Gz16dEycEydOxNSpU5Gbm4vMzEwcffTROP/88+XBk59++gkXXHABmjVrhqysLJx99tlYvHixqf7qcgEAkUgE77zzDoYMGYKWLVvKeduzZ0/ccsst+Oijj1BVVSX737p1q1yWGjVqhEAggNatW6NHjx644YYbaIkoQdQVGEEQRBwAkP86d+6suLd161bm9/vl+y1btmRVVVUKP6+99hoDwC6//HK2ePFi9tNPP7G33nqLHX300fJzr776quKZbdu2sWeffVYR9/fff294/9hjj2UzZsxga9euZddff73s3r59e3bgwAH52eLiYvbDDz8onh07diwrLCxkhYWF7NChQ4wxxkaOHMk8Hg+bOHEiW7t2LVu5ciV79NFH5WcaN27MVq5cGZNeo0aNUoRt974dHnvsMTlPhg0bpgh3xYoVsr89e/awrKwsNn36dLZ161bDPGWMsQcffJABYGPGjGErV65ka9euZVOnTmXp6ekMAPP7/ezLL79UPFNYWMjGjh2rCLt79+5s9uzZbPXq1ey8886T3Xv06MEikYji+Xnz5rG0tDTZz5NPPslWrVrFxo0bx7KyshTh/vDDD2z37t3ys++88478bJs2bdgXX3zBFi9ezAYOHCg/M2bMGCYIAmOMsVAoxAoLC9lll12mCPfMM89k8+bNY8uXL2c9evSQ3UeMGBGTRq1bt2bNmjVjM2fOZD///DPLz89nl156qfxMt27dWFlZma38vPrqqxXl9uuvv2Y//PADO/XUU1kgEJDvDRgwgDHG2N69e9mKFSsUdfCCCy5gxcXFcpi7du1ikyZNYq1bt2a///47O3DgACssLGTt27dX1NuhQ4eyxYsXs3nz5rGmTZvK96ZMmaKQcePGjQwAO+WUU9jXX3/NNmzYwL788kt28skny8+MHDlS8czu3btj6lzjxo3ZAw88wNasWcPuvPNO2b1Fixbsiy++YGPGjGGrV69mTz31lHwvIyODFRYWyuHu3buXFRYWKsIdNWqUIu6KigrWv39/RTvx8ccfs4KCAjZz5kzWsmVLBoCtW7eOMcbY9u3b5bapSZMm7O2332Y///wzW758OXvssceYz+djp556qq18JQgiNZDxQxBEXGh1lKurq9myZcvYaaedJt876qij2Lfffhvz/AcffMDOPPNMFgqFFO4vvvii/GyjRo3Y/v37FfffeecdXeNH6/748ePle+oO/ltvvaV4Vn3/sccei5F7woQJ7I477ohxv/jii+Xn+vbtG3M/VcbP/PnzFeFeeeWVsr8nnniCtWjRglVWVloyfqZMmcIuvvjiGPdx48bJz3Xo0EE2Jnh5+LCnTZsm3/v+++8V9xYsWCDfO3jwIGvevLl8b8iQIYpwc3NzFc9u3bpVvrdixQrm8/nke++99558748//lA8p+7Iq/Ni7ty58j11+eI73Ywx1q9fPzZz5kyFW3V1tdyZBsAeeeSRmDTUY86cOYr4Zs+eLd9bvXq14p5k/EhceeWV8r309HS2a9cuxf28vDz20EMPKdw6d+4sP+P3+9mePXs006VDhw6K57Zs2cJOOOEE9uuvvyrc161bp5Dxu+++U9xXl7tevXrJ99T51LZtW1ZTU8MYYywcDiuM4n/84x8xaWdk/Nx4443yPa/XyzZv3qy4//HHHyuMn4kTJ8r+L7vsspi4xo0bR8YPQdQRaNkbQRAJs337dmRkZCAzMxN9+vTB2rVrceKJJ2LatGnYvHkzhgwZEvPMyJEjsWzZsphDEHJzc+XflZWVWLZsWUKy9evXT/6tPhb4p59+sh3elClTMGPGjBh3Xu5ly5bJBw2kmqFDh+Kkk06Srz/99FNs27YNVVVVmD59Om6//XZkZWVZCmvChAmYO3dujDuve3FxMTZt2mQYjtU8+eKLL1BWViZfn3HGGQq/ffv21Y3jueeeQyQSka/PPPNM+XeHDh3Qtm1b+frZZ581PA3MSF71Ur8ff/wRo0aNUrilpaUpDuZYsGCBblxq/vOf/yiu+TQ47bTTkJmZqfssv4+ruroar732mny9evVqrF27Frfeeqvu8926dUOLFi3ka1734uJiRd506dIFv/32G0488URFGHzZAMx15/O0VatWinunn346AoEAAHE/Hi+bnT2Fe/fuVZx+2L17dxx77LEKPxdccAGGDBkin8LIfyfom2++wfTp01FcXCy7/eMf/8C///1vyzIQBJE6yPghCCJh2rVrh9WrV+Ott95C48aNAQAbN27EvHnz5M6KFp988gkuuugiHHPMMWjSpAkyMjIwfPhwhZ+//vorIdmOPvpo+bdaloMHD9oO7/Dhw3jxxRcxYMAAtG3bFo0aNUJGRgaeeeYZ2Y8gCNi7d2/8QjsM3wmORCKYNm0a3n33XZSXl+Ouu+6yHE4kEsHbb7+NoUOHokOHDvIemttvv13hzyzPrObJ2rVrFffUm9aNNrGr94GoO9L8dWlpqaHBZqcMlZSU4IEHHkCvXr2QnZ2NzMxMZGRkYOnSpbIfO2XaKA08Ho/CAFBz1llnKY5nf+2111BdXQ0AePXVVzF06FAcc8wxus/zegPmuq9evRqjR49Gt27d0KxZM2RmZsrtgYSdsqHeN6iWh79vZy/VypUrFYaxVhpkZmbi22+/RdeuXQFAkY6VlZUYO3YsOnbsiK5du+KOO+7Ajh070Lt3b8syEASROsj4IQgiYQKBAHJzc3HDDTcoNtUHg0HdzvX999+Pv/3tb5g3bx5KS0vxwgsvyAYUD99JiQeto50ljEb7tQiFQhg0aBAmTJiARYsWITMzEx988AEKCgowZswYhd9E5XaS6667TtFJfvvtt/Hcc8/h73//O1q3bm05nKuuugo333wzvv32W1RVVeHNN9/E2rVrY07dM9Pdap6Ul5cr7qk7w0an8amNT/Wz6mt+FkONVXm3bt2KHj164Pnnn8fatWtx2mmnYcGCBSgoKEBeXp7sz07ZSCQNAKXhW1paijlz5mDfvn344IMPYsqsGiO9AaXuX3zxBc4880y8++672LRpE2666SYsWbIEBQUFimeSVS/s1GV1XmdkZJg+c/311+PGG2+Mcd+yZQtee+019O7dGw8++KBlGQiCSB1k/BAE4Sg33XQTunXrJl/Pnj07ZvS6tLQUU6dOla9vueUW3HbbbcjNzUWnTp1qTVa7fPnll4pleFOmTMGIESPQrVs3ZGdnp1AyYzIzM3HbbbfJ1xUVFdi6dSvuvfdey2GsWbMGn3zyiXz9yCOP4Oqrr8ZJJ52kWELmJE2bNlVc19TUKK6NOtLqGRH1s+rr5s2bxyOigqlTp8ozG16vF3PmzEHfvn3RrVs3y0sL1SSSBgBw5ZVXKvLnpZdewrvvvovs7GxccMEFccmkxT//+U9ZllNPPRVTpkzBaaedpmgL3IJ6Bok/0U0Pr9eLt99+Gxs3bsSTTz6Jc845J8Zoeu655/Drr786KitBEM5Dxg9BEI7i8/nw5JNPyteMMTz88MMKP1u2bIEgCPI1vyfFTTMmatTHY9cVuQHgzjvvVCxbOv/882P2ZxiRCt179eqluFYvmTJaQnX22WcrrktLS3WvW7Vq5cjHcvk0atWqlcIgjjeNjNKAMWa6vDIQCOCOO+6Qr3/66Sc8/vjjuPnmmx39jhWvO1+u3FgvevfurdB9y5YtMX527NiB8ePHIz8/HwAwf/58zJkzB926dcM///lPLFy4EHv27MHdd9+teM6p75kRBJE8yPghCMJxrrjiCsUyn2+++UbuRACxm8b5juhvv/2WfAHjpK7KDYj7sm699VZ07doVXbt2xQMPPGDr+VTofvHFFytmcFatWqW4z++jUXP//fcrOrgrV66UfxcXF+PPP/+Urx988EHTJV5W4NNo//798ixNOBxGUVFRXGHedNNNims+DdatW4fDhw+bhnHbbbchPT1dvq6srMTNN98clzx68Lq7vV60aNFC8d2fX3/9FZs3b1b4mTVrFl566SW0a9cOgHhQw4QJE3DgwAHZT6NGjWLyR/JPEIR7IeOHIAhbFBUVxXTkpM7d9u3bZbfJkycr/Dz00EMoKirC3r170bFjRwwYMEC+9+abb+KHH37A//3f/+GVV15RPFdaWiqHu3379pgR/J07d5reLy0txcGDB2PkltzC4bAiHomysjIUFRXJYZ5//vmKzvgTTzyBNWvW4LXXXsPChQsVz0qySGmj3hwuhWt23w6SvGVlZXK4O3fulO9Pnz5dzj8p/bXyjneXnj/jjDMUsyNTpkzBihUr8P777+P9999XPLtz5075OUkeddqUlZWhrKxMN80BsXM5c+ZMecbq22+/xdNPP401a9ZgwoQJhocUnHHGGXjrrbfkPTL3338/5s2bhyVLluDvf/+77O+2227DPffco9BZKy8OHjyI0tJSRXoCyvLJh1tVVYWHH34Y69atw7hx4xQb8vXi0WLkyJG4+uqr5esHHngA//vf/7Bo0SLcfPPNitm8w4cPo6ioKMYgatmyJa655hr5esSIETGddL4uqMMLh8NynvHw9e26666T3RctWoT//ve/WLFiRYyRbaXObd++XY5b61leLi3d+TKk9SwgLv8755xzAIgzaJdddhm+++47rF+/HtOmTcOTTz6Jxx57DMcdd5wcxu7duzFo0CDMnTsXv/zyC/Lz8xX6nXvuuTjrrLNAEITLSdkh2wRB1EnAfTtD/af+NsygQYNi/Dz44IOMMfEDh9dffz1r27YtS0tLY8cddxx7+OGH2ZdffqkbLv8NEjv3R40aFfN9Fv5v69atMd92UT8vsXbtWjZo0CDWrFkzlpWVxfLy8tgbb7yh+A4I/5z6OyZ279tB/T0daHz7RY1R/Orni4qK2CWXXMKys7NZRkYGy83NZc8++yx74403dJ/TC/exxx7TlFf641m5ciW7+OKLWfPmzVkgEGAdO3Zk48aNY/fff7/imZ07d8bot3HjRnb77bezE044gWVlZbG0tDTWoUMH9re//c30mzP83zvvvKNbRvhy/+GHH7IePXqwzMxM1qxZMzZ06FD2/fffswEDBmiGaYVIJMJmzJjBevbsyTIzM1lmZiY7/fTT2WeffaZZ5tXfvmKMsYKCAvn+N998E3PfrH4Y1S3GGKupqWGTJk1ixx57LEtLS2Nt27Zl119/Pdu8ebPtOte5c+eY7z+p9TO6Z1Su+LSJRCLsvffeY0OHDmWtWrVigUCAtWnThg0cOJB9+umnivTJz89nY8aMYWeeeSZr3749y8jIYH6/n7Vs2ZINGDCATZs2LeZDzgRBuBMPYzaPOyIIgiCIWkIa3Vd/DwoA7rvvPvl0wcaNG2Pfvn2a/giR/v37o6SkBIWFhfB4PKkWhyAIIiXQsjeCIAjCtYwZMwZDhw7VvMd/y2f06NFk+HDs2bMHo0ePlvcdVVdXY8uWLbj11lvJ8CEIokFDbwqCIAjC1SxcuBA333wzRo0ahRYtWqCkpARvvfUWVqxYAQAYOnSo4iOzhHic+bvvvovjjz8eF154IaZOnYqamhrTb/sQBEHUd2jZG0EQhIs5/fTT8ccff5j6GzlyJF566aVakKh2WbRoET766COsWLECxcXF2LdvHwCgdevW6NWrF6699lpcdtllNJuhoqysDNdccw3WrFmDiooKnHLKKZgxY4biFEaCIIiGCBk/BEEQLuaYY46JORFLi1GjRmHmzJnJF4ggCIIg6jBk/BAEQRAEQRAE0SCgAw8IgiAIgiAIgmgQkPFDEARBEARBEESDgIwfgiAIgiAIgiAaBGT8EARBEARBEATRICDjhyAIgiAIgiCIBgEZPwRBEARBEARBNAjI+CEIgiAIgiAIokFAxg9BEARBEARBEA0CMn4IgiAIoo7zySfAww+nWgqCIAj3Q8YP0aARBICxVEtBEASRGCtWAJ9/nmopCIIg3A8ZP0SD5qyzgPfeS7UUBEEQBEEQRG1Axg/RoNm0CSgtTbUUBEEQiUEz2ARBENYg44cgCIIg6gEeT6olIAiCcD9k/BAEQRBEPYBmfwiCIMwh44cgCIIg6jg060MQBGENMn4IgiAIoo5Dsz4EQRDWIOOHIAiCIOoBNPtDEARhDhk/BEEQBFEPoNmfhsP//gd8+GGqpSCIuolt42fRokUYMWIE2rVrB4/Hg7lz5yruM8YwceJEtG3bFpmZmRg8eDAKCwsVfsrKynDttdfiqKOOQrNmzXDTTTehoqIiIUUIgiAIgiAaAnPmAK+/nmopCKJuYtv4qaysxKmnnooZM2Zo3n/uuefw8ssv4/XXX8eKFSvQqFEjDB06FFVVVbKfa6+9Fr/88gu+++47fPXVV1i0aBFuvfXW+LUgCIIgiAYOLXsjCIIwx2/3gfPPPx/nn3++5j3GGKZNm4Z//vOfuPjiiwEA7733Hlq3bo25c+fiqquuwsaNGzF//nysWrUKeXl5AIBXXnkFw4cPxwsvvIB27drFhFtdXY3q6mqFWyAQgN8fFd/r9cLn8yESiUAQBNnd5/PB6/UiHA6DcWsCzNxDoZAiPimucDhsyT0QCEAQBEQiEdnN4/HA7/dbdiedkq8TEABjAkKh+qNTfcwn0ol0Ip2MdWJMXPYWCoUV7nVZJy3ZSSfPkfxmYIzJ7676oFN9zCfSqXZ1CgQCsIJt48eIrVu3YteuXRg8eLDs1rRpU/Tu3RvLli3DVVddhWXLlqFZs2ay4QMAgwcPhtfrxYoVK3DppZfGhDt58mRMmjRJ4TZ27FgMHz5cvu7QoQNyc3OxceNGFBcXy+45OTnIyclBQUEB9uzZI7vn5uaiQ4cOWL58uWLJXV5eHrKzs5Gfn69I0L59+yIjIwPBYFAhx6BBg1BVVYUlS5bIbn6/H4MHD0ZZWRlWr14tuzdu3Bj9+vVDSUkJNmzYILtnZ2cjLy8PW7ZsQVFREelUizoBg3Ho0GEEgz/WG53qYz6RTqQT6WSskyBkobLyMILBxfVGp/qYT07pdPjwIezbV4VgcFW90ak+5hPpVLs6DRs2DFbwMN68sonH48Hnn3+OSy65BACwdOlS9O3bFyUlJWjbtq3s78orr4TH48GHH36Ip59+Gu+++y42bdqkCKtVq1aYNGkSbr/99ph4aOaHdEqWTq1aBfDQQwLuuaf+6FQf84l0Ip1IJ2Od7r1X3AS/fj3N/DQEnf7+d4biYobvvqOZH9KJdOLltoKjMz/JIj09Henp6Zb8+nw++Hy+GHfeULLirpeAdty9Xi+83thtVXbdSafk6cQY4PF4EQjUH52MZCSdSCcjd9Kp7urk9Yp7frTu1VWd7Lo3JJ08Hg88Hk/Mu6su61Qf84l0Sp1ORjh61HWbNm0AALt371a47969W77Xpk0blJaWKu6Hw2GUlZXJfgiCIAiCIAiCIJzGUeOnS5cuaNOmjWL93YEDB7BixQr06dMHANCnTx/s378fa9askf0sXLgQgiCgd+/eTopDEKbQ6UgEQdQH6Bs/BEEQ1rC97K2iokKxoWnr1q0oKChA8+bN0alTJ4wfPx5PPfUUjjvuOHTp0gWPPvoo2rVrJ+8LOvHEEzFs2DDccssteP311xEKhXDXXXfhqquu0jzpjSAIgiAIc+wM5uzZAzRpAlhcUU4QBFFvsD3zs3r1avTs2RM9e/YEAEyYMAE9e/bExIkTAQAPPPAAxo4di1tvvRWnn346KioqMH/+fGRkZMhhzJ49G926dcOgQYMwfPhw9OvXD2+88YZDKhEEQRBEw8PO7E/PnsD06cmThSAIwq3YnvkZOHAgjA6I83g8eOKJJ/DEE0/o+mnevDnmzJljN2qCIAiCIBzg0CFAdXgSQRBEg8DRPT8EQRAEQaQGO8veaL8jQRANFTJ+CIIgCIIgCIJoEJDxQxAEQRB1HDrtjSAIwhpk/BANGuowEIlQUZFqCQgifqj9IwiiIULGD0EQRJw0aZJqCQhCxO4eHtrzQxBEQ4WMH6JBQx0AgiDqAzSLQxAEYQ0yfgiCIAiiHmB3MIcMJoIgGiJk/BAEQRBEPcCOMUOz3gRBNFTI+CEIgiAIgiAchzGaYSTcBxk/BEEQBNEACYWA4uJUS0HUZyZMAO64I9VSEIQSMn4IgiAIoh5gdynbJ58AHTsmRxaCAIAdO8Q/gnATZPwQBEEQRAPD4wEikVRLQRAEUfuQ8UMQBEEQdZx49lXQoQdEsqH9PoQbIeOHIAiCIAiCIIgGARk/BEEQBFHHiWcWh0bliWRDs4uEGyHjhyAIgiDqOHYNGeqUErUBGdiEGyHjhyAIgiAIgiCIBgEZP0SDhkalCIIgCCI50Awj4UbI+CEIgiCIBgZ1SonagAYYCTdCxg/RoKEOAEEQBEEkD3rPEm7DcePnmGOOgcfjifm78847AQADBw6MuTdmzBinxSAIgiCIBgV1Mgk3QrM/hNvwOx3gqlWrEOE+G71hwwYMGTIEf/vb32S3W265BU888YR8nZWV5bQYBEEQBNGgoE6ms4TDgN/xXpLzMAb8/jtwwgmploQg6gaOV+uWLVsqrp955hl07doVAwYMkN2ysrLQpk0bp6MmCIIgCMICNEtkTiBQNwzK0lKgWzf3ykpljXAbSR3TqKmpwaxZszBhwgR4uNI/e/ZszJo1C23atMGIESPw6KOPGs7+VFdXo7q6WuEWCATg54ZkvF4vfD4fIpEIBEGQ3X0+H7xeL8LhMBjXMpi5h0IhRXxSXOFw2JJ7IBCAIAiKWTCPxwO/32/ZnXRKvk5AAIwJCIXqj071MZ/cq1NA1q3+6GQuO+nkPp0kb6FQWOGupxPAjjzjQSgUcqVOWrLXbj6J9duNOjHGwBhDKBSBGE0AAFyXT5GIWM6kd2xdqU9GOtXVNqIh6CS2beYk1fiZO3cu9u/fj9GjR8tu11xzDTp37ox27dph/fr1ePDBB7Fp0yZ89tlnuuFMnjwZkyZNUriNHTsWw4cPl687dOiA3NxcbNy4EcXFxbJ7Tk4OcnJyUFBQgD179sjuubm56NChA5YvX46KigrZPS8vD9nZ2cjPz1ckaN++fZGRkYFgMKiQY9CgQaiqqsKSJUtkN7/fj8GDB6OsrAyrV6+W3Rs3box+/fqhpKQEGzZskN2zs7ORl5eHLVu2oKioiHSqRZ2AwTh06DCCwR/rjU71MZ/0dPL5+uHttytxxRVR/7WpEzBY1oHyiXRKpU6MZaGy8hCCwaj8RjoJgoDKysMAGiMYDLpSp9Tn0zAEg0FX6nT48CHs21eFYHAV9u1LA3AuALgun/766xAiEQ+CwbV1qj6lvuyRTvHoNGzYMFjBw3jzymGGDh2KtLQ0zJs3T9fPwoULMWjQIBQVFaFr166afmjmh3RKlk6tWgXw0EMC7rmn/uhUH/NJT6d//9uPCRMYKirCCvfa0iktLYCaGpr5IZ1Sr9P48UAwCKxbZ23mp317hqOOAn77zYOaGpr50dJJqt9u1Onvf2coLmb47rsIdu8GOnYMgDH3zfxceilDKATMnUszP6RT8nVK+czP9u3bsWDBAsMZHQDo3bs3ABgaP+np6UhPT7cUr8/ng8/ni3HnDSUr7noJaMfd6/XC6409UM+uO+mUPJ0YAzweLwKB+qOTkYz1USfAY8u/0zqp46Z8Ip1SoZPHI/5p3dPW1SPvxeDvu0knu+7JyCc+HjfpJJ2WGwh4wT/mtnwS5YTiHVsX6pNdd9LJfToZkbTv/Lzzzjto1aoVLrjgAkN/BQUFAIC2bdsmSxSCIAiCIAiCIIjkzPwIgoB33nkHo0aNUlhwmzdvxpw5czB8+HC0aNEC69evxz333IP+/fvjlFNOSYYoBGEInUJDEER9gNoywo1QuSTcSFJmfhYsWIAdO3bgxhtvVLinpaVhwYIFOO+889CtWzfce++9uPzyyw33BBGEG/nHP4Dt21MtBUEQhIjd3bsej3uPRibqD1TGCDeSlJmf8847D1rnKHTs2PHICUkEUbd59llgwACgc+dUS0IQBEEQBEFYJWl7fgiCIBoCO3emWgKCiA9akkS4CRobJ2oLMn4IgiASIOa7uQRRB6Blb4TbGDgw1RIQDQUyfgiCIAiiHkAzOYQboXJJuA0yfgiCIBKARs+Jugp1SonagNpIwm2Q8UM0aKhRJgiiPkBtGUEQhDXI+CEIgiCIBgbt+SFqC5phJNwGGT9Eg4YaZSJRqANJEEQqoTaIIOxBxg9BEARB1HFoIIdwI2SYEW6EjB+CIFzBmDHAxo2ploIg6iZ2O5lkLNUfKC8Jwh5k/BANGhqVcg///nfdNH7cXoZmzky1BAShzXnnpVqC+oGb2yAyzAg3QsYPQRBEAri54wEAN9yQagkIt5Lqjul336U2fiL5uL19JBomZPwQDZpUv/wJgiBSBXVM6wf0HiMIe5DxQxAcGzcCmzenWoqGR0mJ+J86Y4mxdSvw0EOploJIFXY6wdRhrj/w7eYLLwBr1qROFjUNrZy5Qd9QCLjuulRL4W7I+CEaNOrO9u23AxMnpkaWhkxhYaolqB9s2AA880yqpSBSBQ0eEJMmAfn5tRfft98a36cyWftUVQGzZolG0KFDqZbGnZDxQxAq3DByQ9Qd3PRyp7LbcHFTOSRqF77e22kDnDCShg5NPIz6RqrrolQGnnkGGDIktbK4FTJ+iAYNdRbdAeUDUdeYMkVcZugmqB41TOLtbA8c6KgYhMs4cADYsyfVUrgTMn4IgnANqR4xIwir3HcfsHJlqqWIYtfwqU1DaeNG4K23ai++hg61o6mF0t/9kPFDEByM0ehpKqA0J4jEcHOH65tvgHHjUi1F/SXeZW+1hZMybdsG9O8P1NQ4F6bTpLouurEMuA0yfogGjbqRIuOHsEuqX3QEURegdrX2qK02yWo8Tsrz55/Ajz8C6enAL784F66TuOWd4BY53AgZPwRBpBypY0SNdWJQB5OQEAT9e7m5Ylmh+lY/4POxvrcBvH50kpk2VK/NIeOHaNDU9xcFQRANE58PKCvTvieNmNdW+0edsYZNQ3vPprq8pzr+uoDjxs/jjz8Oj8ej+OvWrZt8v6qqCnfeeSdatGiBxo0b4/LLL8fu3budFoMgCKJWoBcN4VZCoVRLEKWhdYBrE3Xa1uVlb2Z+60I5oneC+0nKzE/37t3x559/yn+LFy+W791zzz2YN28ePv74Y+Tn56OkpASXXXZZMsQgCFNoz487qMvL3uqizIlCdcSdmOVLaWlqDKKGWEdqk0SWvSU7b+yGXx/KSqp1SHX8dQF/UgL1+9GmTZsY9/Lycrz99tuYM2cOzj33XADAO++8gxNPPBHLly/HmWeemQxxCMIyZPykhrqc5vSiIdyCWVk89ljglVfE37Vd5+pyHa/PJPLOs9r22Qm/PrSnqdahIe0Bi5ekGD+FhYVo164dMjIy0KdPH0yePBmdOnXCmjVrEAqFMHjwYNlvt27d0KlTJyxbtkzX+KmurkZ1dbXCLRAIwO+Piu/1euHz+RCJRCBwOz19Ph+8Xi/C4TAYVyLM3EOq4TEprnA4bMk9EAhAEAREIhHZzePxwO/3W3YnnZKvk8cTAGMCQiFRRsZ8RzYKew11AkSZQiHmOp3qYj6Fwx4AfggCA2PWdRKbMIZQKKxwrz2dAqipCSEUckc+RSJSOgqy7IBfTn+nyh4QAGOsXpQ9M3ejsse3HanWSRDETk+0Loh5xNenw4f9OHRIAOADwI50kjwIhUJJzadIxAtxoYlHpVNALqvubPcCCIVCrit7fr//SN4yhEIRiI8FjvhgCIcFhEKCjk5RGQEvQqEwvN74dBLF0m4LJJ0YYxAEyPXESCcAqKkJQeraaeWT1MaJ6RWR9bQie+3kk1hm/P7UtXvSoi5BiIAxMY/dUZ/i18lqPgUCAVjBceOnd+/emDlzJk444QT8+eefmDRpEs4++2xs2LABu3btQlpaGpo1a6Z4pnXr1ti1a5dumJMnT8akSZMUbmPHjsXw4cPl6w4dOiA3NxcbN25EcXGx7J6Tk4OcnBwUFBRgD/ep29zcXHTo0AHLly9HRUWF7J6Xl4fs7Gzk5+crErRv377IyMhAMBhUyDFo0CBUVVXh7bc34KWXcvHaa0vg9/sxePBglJWVYfXq1bLfxo0bo1+/figpKcGGDRtk9+zsbOTl5WHLli0oKipyjU5LliyR3eqrTsBgHDp0GMHgjwCA/ft746+/agC0NtQJEGUNBPa4Tqe6mE+//toMwJmIRCKoqDhsWSegHwAo0qY2dQIGY9my5SgpqXRFPhUUZAMQ/Uk6AXmyTE6VPWAYKioq6kXZizefgH7Yt28fgsFVrtCJsSxUVlYiGFx6xHUYwuEwKiqiOnm95+G33woBdIMgCKisPAygMYLBYFLz6fffjwFjxwPwqHQahrKyMhe3e8MQDAZdV/b69euHw4cPYd++KgSDq1BWlgZAXE3DmICioiIEg1tN8wnIwbp1Bdi/Pz6dxH6uWM70dPrrr0NgzINgcK2pTgCwcOFC+HxMN582bWoKoA8AYNu2bSgvL1TolPp8GoaFC79HixZZKWv3/P5sAMD27Ttw6FBLBIOLXVKfkp9Pw4YNgxU8jDevksD+/fvRuXNnTJ06FZmZmbjhhhtiZnHOOOMMnHPOOXj22Wc1w6gLMz9z50Zw2WV+1NSEZPnqotWsdp8yxYtzzxXQs2f90YmnVasAHnpIwD33iDIOHOhD167Ae+8Zz/z4fF58+WUYw4bRzI8TOi1f7kH//n68/z7DyJHWdfr3v/2YMIGhoiI1Mz9paQGsWxdC9+7uyKf58z246CI/IpHozE8gEG2XnCp7aWkBCELDnPlZutSDk04CWrXy4/33BVx+uTt0uvtuYNEiYPVqUf60tAD+/JOhdeuoTk2b+vHUUwLuvdeHrl0ZfD7g9989qKlJ7szPiy968a9/eVFerpz5SUsLyGXVje1eWpo4s2uUH88958WQIWGcckrttuV//ztDcTHDd99FsGsX0KlTAIwBzZsz3HefgPvvN5/58fm8OHw4LBsbvOxWyl44DGRlabcFkk4XXSTOMH7+ufnMj8cDVFaGIA3ea+XT6tUenHWWGPayZRH06uWuNiItLYD9+0No1Ch17V55uRfNmwP33BPB1197sWEDzfyoScqyN55mzZrh+OOPR1FREYYMGYKamhrs379fMfuze/duzT1CEunp6UhPT7cUn1ihfTHuvKFkxV0vAfXc09L8Mfe9Xi+83tgzJey6p0qnQCCAJ58EGjXy4Ywz4pPdqk6lpUCrVrWjE4+43tmLQECU0eMBJHGNdJJk4oNLZT5pyej2svfdd8CQIYEj9yVXDzweezoBHlv+ndbJ7w8oykEq80kSlS+jWnE7UfY8HnvpzrsXFQHvvw88+qg72z0j2QcOBN57L+outR16/nmSrZO67ognrkbdxKil+D3yfoBE3ltWdOIfU+skhenWdo+PRys/Hn1UNCp79UpMdj13PRml03QDAS/S0pTuPp8PgYAyT/TyyedTvsckrJQ9qfzotQVi+B4IAhT1RL8tj21P1f7V71y1nkay11Yb4fcHFG1xbb5zQyFg4UIpDl9Mm5Dq+mQku5m73XwyIunf+amoqMDmzZvRtm1b9OrVC4FAQDFFtWnTJuzYsQN9+vRJtihJRaceG1JZmfqNcW6hdetUSyBSlw88CIeBpk1TLYV1zjsv1RI4Q12vw/fcI7ZFtcnq1cDEibUbp5PUlTZCXTb9fmmpUu1TV9KsLpJIG5TsZxviaW+pZMsW4IorxN920vLeewFupVm9x3Hj57777kN+fj62bduGpUuX4tJLL4XP58PVV1+Npk2b4qabbsKECRPw/fffY82aNbjhhhvQp0+fOn/SWzzGT/v2wFdfOSvHv/8NcEsxCRO0vo9QV1/SkQhw4ECqpWh41PWX9bRpwN69qZai7hMOAzU1tR/v2LHW/fr9QMzZFbVAXa4j4TCwapW5v2TGr1r1b4qT39WpbdwmTzykUod4+y9TpwJ//eWsLG7GceOnuLgYV199NU444QRceeWVaNGiBZYvX46WLVsCAF588UVceOGFuPzyy9G/f3+0adMGn332mdNi1DrxGD/l5c5b2vfdByxY4GyYBEHoUx9e1rVNXU8zrQ7Ggw8C11xT+7JMn27dr88XNX7oqGtr/PIL5GXfqeBf/wJGjLDu323f+bGL2+SJh/qgQ33H8T0/H3zwgeH9jIwMzJgxAzNmzHA66pSS7HPy45VjyxagTRsgKyu+8Op7JU6Wfr/8AnTvnpyw6yNmHzmtqYFiXbubcFMdcUs71BD56y9g9+7kx/Pww8DTTzsTVl01SGqTeNLIyfaqrAz4809jP1of6+7cGdi+3RkZrMZbG2Hy+eHWdqsuzvw0NJK+56ehEM/MD5D8xqNrV2DOHOfjqE+oGwsnGo/c3MTDaIjo1Yf0dMDgNPxaZedO4ODB6LVbX8Bupq6nmV4bURsdj8mTY91eey2+sGorH+p6ftuhrExsr6zAGLBpk7PxS2Vwxw7rMqQSu/rXhc59qtOUMIeMH4eI1/jhTv9zhGR05Os7fENFjVbtcviw+N9KOU3Ffgot+vUDnn8+ep3qMvPf/wLPPCP+ppmf1BFvGmoZM3a54w77z6Rq2VtdGxiym06q03gNKSkBunWzF77TpOqwBAm1/tQWJQb1+axBxo9DxGv8JAO3Nx4rVgC3355qKUTq04EHdRG3zObYQWuJSSr54Qfgiy9SK4NdUp1miRI94jfqFm/b8fDDzsiklaZa8qQi7fk4f/ml9uOv7yTSJrmtLtpZ9uZW3JamRCwu6rLXbdyy7K0uNAzr1wOvvw5s3lw35K0r1MUGV5LZSjlwk351bbYwFDLeN1AXdKgLpLo9S3X8RujJdv75QLxbgMeNE//chJ08SEa9c+OBB6lOk9rGTXt+3NwmpBIyfhzCLcveAPc3HlJl5PdNpAq3p1V9RS/d1e6//QbcdpvxM7WN1myh2/n4Y6Bdu1RLEUUvzYYMcc/yRiPcMqPCU1c7Ob/9Ju6ji4ctW4Bt2xwVJ2HckA+1NfOTiu/8pCJ97ZZPqzrHW+6JxCHjxyHcstbejS9lNWYne6n9SvtCaoO6tuytvDyaPm7LZzvce6+2+8aNwBtv1K4sVqhrMz9mMrpFhwUL7O2ZqA3WrLH+7bRUth1aeWi0HKo2ZTUqXx6Pefmri8tjreBUvUtVviYDxqznd23p2qFD3QqXMIeMnxST7NPe+BfLhRc6H1c8JHMDqV3q4ig+z4UXAo8+mmop7KNOZysn/rglb9xYZvSWD378sfjf7/hHDRLDDWlmlQcfBO6+G/j++6hbXRhk0iNVciZyQl7bts7K4jR1Je+1kGR/8kn7SwiT1X+xmt9uTXc3LXtzaxqlGpe9EhseyZ754a+//trZuBLFqu7JWBpoRF0aOausBKqqxN91qZFTy2pnNtANxDvzY2WU20muvFL87/PVXpz1Da8XCAaB1auBAweM/Rq1HaGQOEt71FHOylcXqCszj07ghvdHPMvefvutbsywuSF9zahP5bm+QjM/KaYh7/mxitv1STX1IX2sjAq7RU83jqyZ1SmzmZ/a1sENaWYVaT9ns2ZRt3hmfl5+GejTxzGx4sbOISNOkspvI9V3Eln25rYlvG6QQQ9BcP/hPPv3K6+pfmlDxk89oy4UdLuj/Mmc+UlmI/Xzz+Zf5k4UNxoHVpBkdePmViu4rcNghtWZH7OZjYaIVAYT/ZxBZWVsx6S+UVOjvUezIc38uIF4Zn7imZVO9rJ9iU2bgO3bxd9u21eXiL9k0KuXtvvo0bUqhush4yeFJGsJTH07Prs2l705eeDBJZeIo72p5tZbnQurosK5sIDYUWgrZffXX4HTT3dWjkSoCx03M+NH0qFp0+TLwsdXF9AyeuKZxahrh6nEwz//CVx6qfY9ozSrS+XBjFQf6xxvGXNL2dQaGLvxRuDxx1MiTtKZMQN44IHkx/Puu8mPoy5Bxk8K8Xhqp2PvtheLm2Z+3LiEyQ58x0FP9jffdC6+Jk2cCUdvz4+VZ3btEvdfpAp1Z81NZUYvHd124EFdQjJ+Dh82bousnl6ZapJZXsvLgb177T3jhjQxwkw+N7xDkn1cdTKeNQtTr41Vp/fevcDvvzsvhxbJmPlZswb48cf45LHKoUPJDb8uQsZPCknGiJdWmG7qnAH2X3ZuOvDg4Yfd9R2SujpqGo/xI5Ho8iOnqQvpb3Xmxw6VlfHJEm98qUIqm6Wl0dPz6uL+FcaA6urodTJk1cvXZOW3G8uRG2SKZ9mb3eeShSSD+r2vV15ffhk499zkymQXu+nP6/bKK8DTTzsrT6NGzoZXH3BZN6JhURsdV60GQxCsHx+dzGl5N6yftRv25Mnu+DirFm54cSWTVG3UVpPozE+8+bRmDfDJJ8Z+nJj5sSqfdMqgG6ipcbb8h8PRzhdvbEt1P54DD2qjfkpyaQ3QfPCBODOTineOmXsiMqW6PTCiS5faj7M2DxRKtCwdc4x+mFbbWLd8ryoefxK8DosXK4/VTwQ37OFyK2T8pBCvN/kzP1oNw9tvA/36ORtvPLhh2RtgfDx4XaAuNli1PULsJKla9vb++8Ajj8T3rJ2ZH6v1LZF6YpRm771nP7zOnYH585Vuxx9vPxyJSy6Jjr7yxo/aALfbdiS7bZHkS0+PvWf1sIVnnhHfEYnKYOYmkYjx48aZb16ebdtSL4OTfp1GOsRACz25UvmNrbqwRzsR3CRLsiHjJ4XU1p4fNXv3Alu31n68Em5b9pasjmxtjvTqxaflNnEi8PnnyZMpHuwcdZ3qZW9ma/w/+ADYskX/ecn/vHniiYBWSWTDvJ2Zn0jEmr9kdeTvuMP+M7t2xZ5UV1gYvww7dojL3ADrJyomMvPjRFthtf6btadffw3k51uL89lngVmzrPmta4NK8ZIKw8NswJOntFRZVxI57S0ZmO1hVeMWuXkSWfaWStyWjsmEjJ8UUlt7frRwQyG3KoPVzlg8uKXRSQS7L4sPPwSWL0+ePFawuudHy90NeWZkMF93XewshBbjxwNz5liLb9UqYNEie7rzR56aPRfPzE8iuKH9sYpTp70Z3XcqPayUj3/9K+pXK147ZWzuXOCHH+J/XqIulQeruFWn4cPFvatqkpVvdtOhqCj2Od5ASOVKjdpY9pZK3FpmkwEZPymktkYstDqaqSzkdiu6XeOnSRPgp5/sPSPhZLqY6Xn//eL63kTjSPaIcjJRLyOyokuqXxRmMz98ngweHHvaXjwzjdOmGZ9wpxXO2rX24wFSMxvtRrRmGuvaxn2zcBOtS04MtjlZnz0eYPNm58KzSmVldKmg3cGoZGAUdySi3wYlS2Y7efzFF8ay1IVlb3Vl2aEaN8mSbMj4SSFOGiHbtwPffGPttDe3dB7j1X39emDsWP37FRXWP9aY6Min3bB5Xn018SOb41n25gbikcsty94A4w4DnycbN4pLsrSejaecmT0zZIj9MAGa+VHDt6NGe354Eln2VlwMXHONPRm1wndis7ud95Kd/W+19Z0fp79FZoUtW4CbbxZ/2zF+UrHszUkZrDxr10CWluja2XvotvaElr25Hxd0I+ovVpZAOFXYxowBhg2zLkNdmvlRy/rzz8D06c7Jo6a2GqLaMLKSmc+lpfEvSdQzGKy+TFPNCy9Ef9em0Rnvciu7Mz9uSONUomf8GGGlE6N3f/t28UCLRLBbDo1ktWP8WHEzkyPe+uLGAR87xs/hw8mVwWm/8WA3fOlwFqvvCDcue7OLXR0+/xzo29eaXzeVBTdBxk8KcdL4kfYYWDntLdUjJYkedZ3MpWlOjtZZadAS1SWemR+n0q91a3FzdCJIstx0k3W/qe6YW1n2ZkRtLDNJBKsj58k67c0N8Lpp1TG9Dn68BoVTs21288SJ94P6fWNnuZITxNOGGxEMAmeckXh4VvL0scfiC9uIeAcXk9kvsPMulGZ+7LSTbmtP7MizYoX98EtKrK8aIeNHG8eNn8mTJ+P0009HkyZN0KpVK1xyySXYtGmTws/AgQPh8XgUf2PGjHFaFNeTjKOurZBq40ciGetnawO9l9pvvyk3klpZb++EbuowrC75cwKr34tSox4dbdPG+rOpWPb26af69/QMzMsvN/afjGVvetjpPNx+uzNhJuvZ2sbOnh+PB/jsM+17RsZRPMbP00+L336yKptV7JQxqQ2T6oeeDGp3tYHtZHlINKySEvGAkUTjtyKHU9/KciL93HJQhZbxA9Tessm9e/XvJaPPUlhoL+0PHAC++866fzvUpXY5URzvRuTn5+POO+/E8uXL8d133yEUCuG8885Dpepz4Lfccgv+/PNP+e+5555zWpRaJZ5C4/E4v77eLYYNIH5oT+sr8Ikue3NiBFH65oXWrFK8S4jWrRM/gmoVJ/Tg81v6v2hR9L5byoIe6nwwyutUzvxccUW0E6yOf98+5bWUJ3qdYB67+WOke6J7RiSszvy4vWwlgtmyN6OlXXpGr9M8+SSwdKnSzWgWxM4ssJ3ZbcbE+qEng5b7iBHR37/+Gv/yWY8H+PZb4J13om5Ol0u74dkxfpLVlsU72u+GOt2jh/jfatl0Og2zs/XvJWvA1o4OP/4YPRTCaVms+m3e3NhIrAs4bvzMnz8fo0ePRvfu3XHqqadi5syZ2LFjB9bwQ1QAsrKy0KZNG/nvqKOOcloU1+P2096ysxMbmXrqKWDoUOty2U2L6mr7MkkcfXT0hWv36Ey1wfrtt8rrs8+2Fg7g7LI3rTDdtp5b/dyZZwIFBVF3KyNaqVr2pqfrVVcprz0e0fA3C8dpPYz2jPDLC999V/8+YH1Apr7P/GgZP1ZmfszCs3vPKlYGbng8HuD337Xd7YShlsEK6tlpKwb3uHHa7ocPAzNm2JdBD6eWWafK+HHbgQd2w2rUSPzPt0N68UjvjrrQnqSCeA13PQ4eFPNl3z7g0KH45XIDNj59Fx/l5eUAgObNmyvcZ8+ejVmzZqFNmzYYMWIEHn30UWRlZWmGUV1djWpVTzcQCMDPfbnP6/XC5/MhEolA4GqNz+eD1+tFOBwG43LWzD2kWs8jxRUOhzXdQ6EIAL/8XCAQOOIeDcfj8cDv90MQBEQiEXi9foTDAsJhpnCPT6fAkTgAQYggFBKOpF3gyLNeWR5B8IIxr1zQ9XTau1dsRSMRMbxAIBAjo1on3v3gQT/27WMIhaLhe71eeDw+Ll4pzQJgDIhElPkhufO6hsMeAH6sXw/06KGVTx6Ew2GEQkzlzusakOMVBOFI/gGM+SEIDIBXUyfAj0hETE8pjqFDRRmldJaOrxbl9eiWMY+HIRwW5LyKt+wJAkMoFDnS4Y7KEolE3cLhsJxPlZUeOV69/NMre1I5i+admAZ265MgiPkEAD17AjNmRAD48P77wOzZTNY1EhHTXPwt5pMopqiTx+MHoCxjRjp17erD8uURtGhhr42QZAiFQkfi9MjlBwBqakIIBPxH4gd++00sQwADY5DLsFTuxA51AIxZk10QfADEMiP5X7rUg6ee8qFTJ49c1qL+o3VelFvUYdEihuxsdZkMyGVaSmdAzDO9sqclOwDLbQSfr0r/Afk5O2054JXbKV5GUXd79UnKb7G8CfB4ojKFw2I5FQTpf7TtiER8R9rU2LbD6/UC8Cnyj5f9+++jaW5FV9Gf1BaJ7Slj7EieRGTdBYHJZU8QvLJfkWiZEcu150gaMLlNAYzrk5QGkkyC4DvSTnpUbbYXYvnyyLKK6RA4cm2WTwG8/DLwwgvKMinVC7HNlnSJtv1G7ycjnaQ0AQKoqYnW8zffjKCgAJg2LdpmS/ktpQHfDkfD0dJJLDOAl0un2Pok5ivkciPJzue3FKeI+F4BfEfaGmVbLr7jBAiC54jMYVx0kRdr13rQuTODICCm7OXne/Diiz58/bVHoY/4U5TR6P3k8UAuT8o2Ivo+EdvVaFtVUxNCOBxbJnldb7sNePLJCBgT9XCmvxfQyI/AkfLNt/3KfOJ14mU3KnvRNlpAJCK+RxkTjuR3RFN2qf8j1V+1TnwbKghi2vD1Ti+fAA9qakLyUnattjwnx49XXom2GZJfu/2IZPbLpb63GUk1fgRBwPjx49G3b1/k5ubK7tdccw06d+6Mdu3aYf369XjwwQexadMmfKazTmTy5MmYNGmSwm3s2LEYPny4fN2hQwfk5uZi48aNKC4ult1zcnKQk5ODgoIC7NmzR3bPzc1Fhw4dsHz5clRww055eXnIzs5Gfn6+IkH79u2LjIwMBINBhRyDBg1CVVUVVq36BcCZCAaD8Pv9GDx4MAAo/Ddu3Bj9+vVDSUkJNmzYgHD4XBQVbUVBwUHk5eVhy5YtKJK+8GVbp+hRbzt2FCMY3Ci7V1YeAtBYlqeoqDPC4RxUVFQZ6gQ0AQBs2rQJ+fklGDx4MMrKyrCa22mn1kkiOzsbQB5qamoQDH4vu48cORhvvSX+XrVqtZxmwDAsXw6kpSnzCRgGxoDly5fj4MEKVFd78csvrQGcCgCa+QQ0wZo1a1BdHV2PJOm0ZMkSOdz8/EXweAbh0KHDCAZ/BAAcPHgWdu2qANBOV6dt27YD6IKCggIEAnvktN+5cyeAjrJ/6eWuV/YEIYLCwiIEg9sAxFf2IhEvdu78E8HgBhw4EAAwCIxBzqeaGi+A87B8+XI5n0pKOmDHju0IBn9Hdna2rbIn6VpQUAAgDz//vAFHH73Ldn065RQxnyQ2bvwNQHcAQEVFhZxPP/3UEoD4tc7y8nIEgyuweXMTAH2xfPlyMNYPgLKeGem0fXsuCgqKAGyV3a20EUA0nkhkMAA/8vPzAYj1/LvvgujfX8ynSMSDnTv/BNAR1dXVEIQAKioOHdFpGBYu/B5ZWV4Ag1FVdRjBYHSd4pYtbdG8+ano109Z9vbtOx1AC4RC0fq0cGFbLFhwKm68ETh8+DCA6ODRRRdVKtJXrLNnQhDCEISAKp+GYf/+cgBHAwDKyvYDaI5gMKhb9oBhqKioxOrV0Q9VSe2elTZi48aO8HhOAuBR5VO0HbPTlgMdUFhYKNclPiy7bfmSJUtQUdEHO3eWIz//d3i9g2U/4v7Vk+T/+/btQzAobhD566+e8HrTATTTLHtALmpqQggGFyp0AnLwr3+JnSBJJqP6BIj1SRDOkeUAxE7mgQMHEAwul3UPh8OoqBB1+vrr7uDbJ7GTInYBvv76e2RnZ6Ffv36oqanGrl37EAz+BMC4Pnk8udi//wCAZggGg/jzz+6oqmoJIEORT1u35kAQjpHjO3jwAILBZeDz2zifhsnpw+fTnj2nAWiFgwcPAhBXj6xcuUoedDV6PxnpFM2LYVixYiUA8WithQv3YOnSLIwYsUTOJ6ADdu/eDaAtgsEgSkszAAyUjR++nKnL3p49PQG0RjgcVr2fovWpqqoKlZVhBINLFDodPnwI+/ZVIRhchV27MgEMOJKv4SPvqBwEg8GYtvzgwbNQXLwPW7aEAOTgl19+xddf50IQPGjadD9KSipjyt6337bH//3fyTH5VFHhBzAY4XBYtz7t2XMYPh9DMLhOo40Q83X58uXo00dsY9esWQvgDOTnL8KxxzZFXl4eqqurUVLyF4LBX7B1a2NI7TEAbNlShJqaLggGF1ru7+3enYlAQMB5552s8X4ahoqKClUbMQzBYBBnnDEIQEChq5ZOS5YsRWmpz7TsATkAgH379mHjxj+Rm5uLAwcOoqwshGBQbEPVOvHvxKoqYMWK5Th8mJ865fuCf6CysiUAcTrNKJ+AJlixYgVKSyt02/LS0mHyLO2SJUvQsmVVjE7x92Gd6ZcP0zr2WAuWRMaMGcM6d+7M/vjjD0N/wWCQAWBFRUWa96uqqlh5ebni79ChQ6ympkb+C4fDjDHGwuGwwj0SiTDGGAuFQrbcebeamhomCAITBEHX/fvvQwyIPscYU1zX1NSwUCjEGGMsEomwmpoa1ry5wK64IhLjbken8ePFezgyvty2LWOPPx71DzD28ssRhTzPPx9mTZoIMTq1aSModJLCnDYtLOukllFPdlE2xk46SZlmAGMffSSGy6eZFFdNTSjG/4YNoq5ffhliTZsK7J13xOdWrdLOJ4CxhQtDMe68rgBjlZU1rFkzxp59Nir7yScL7I47Iro6AYxt2xZhAGNffhmSw2KMsVmzIrIeAGPHHiuwf/xDlH3Fitj8a9ZMYJMnh2Pcjcre9OlhtmFD1L1vX4Fdf70oZ0mJKMvcuVHZy8tFNz6fAMbuvTdsmH/hcJi98QZjGzYoy56kq5QWs2aF4qpP+/cLirSaPj0s/+bzae7ckOy+fr0o46pVUZ2mT2csLU1Zxox0AhgrLLTfRkTLZw3r3l2IKbeVldF8atRIYDfdJKZzu3YCmzQpmn8AY+XlYvjHHcfYvfcqZb/jjgg75ZRY2a+6Sgzv1FOj/mfOFOW68UbGevdWpmd6uvJ64ULR7wknCOzee5W6AowVFETbiDPPjMj66bV7AGO7d8e6W20jZswIM49HiHGX5LXblgOMzZ6tXVaN6pOe+2mnRdgtt4jh3XprNB1ffDF8pI6Fj7RlUdkvuijCzj9flIXXae7cELvhhgh76CHGunQRNGXny5cVXWtqalhGhiDLAzB2000CO/30iCIdt21Tlj3+LzdXWUakfDr3XIFdeWVUfqP6NHAgY9deG5XphhsirHdvIUb2Rx4Js/btBbmM9eyplOn6643ziU8f3n348Gi9kMJevDhkKruRTu+9F40LYGzFimhZuvvuCOvWTVDkRyDA2K23RtNgwwbR/yuvxPYB1GVvxIiI3OZplUnGGBs7VmDduwsxsl97rcAGDBDl37QpKmOnTgJ76KGwHLe6H3HqqQIbMybMSkvFuIuKQsznE8tCnz4RzbL35pshzfq0e3dNTJut1nX48AgbMSKi0ElKd77shULi7/nzxbhKSqK65uWJbWpNTQ1bs0ZZlv/1rzBr3lyw3JbX1NSw3r0jbPToiOb7SSs/AMaWLg2x8nIhJk+1dNq40VrZk3Q455yInE9/+1uEDRoU0ZVdeiempQmsZ0/GXnoptt2T/u6+O8y6do3Wc6N8EvtUxm05wNhbb4lhbd5srT7Zbcvt9CO06o1Vkjbzc9ddd+Grr77CokWLjox66dO7d28AQFFREbp27RpzPz09Henp6Zbi9fl8R6ailfBL5Ky4602d6bn7fH7N+1r+vV4vvF4vysqATz7x4OOPvQr32LD1dZo2DXjxxei9UAjweHwIBKJuHk80THG5oFgVpLXBkoy7dmnL6/NFw9OTkXcvL+fXdHsQCATwyy9A9+6SPFK4sWnm8/k1Nxj7/X4cOiSGLS0vUj+r9q91i/fv9weOpIMXgUA0Up/PY6irlJ7qONR+GfPI/nr3FtNcGY4HXq8yr4x0CgQCuOsu4I03fHJaivF6EAh4ZVkYi8o+YICkq18hI5+nerredRcwdaoP3bsr5aupAdLS/EfCUaaB1fqkXpfu9fLl1SP754OT8iktLRqXGI7HsJ6pUetuJjvvHggEYuqN6Cfq7vGIeXLkCh6P6Cb5DwQCCARwxF0puySuWvboz6h/vknwqBJUXFYWq4PX64EgxOrKtxHiMgmlftpl0l668+5eb7QMxNPuaaGXr1bbcrFci+6SfIGAT9EeSeVUksvrjbYdUj6rdfrtN3GD8m23xea3mUxm9YlPH7E98SjaMvE0Vf3804pLOoGVD0etk5JoeeFv87L7fOrjw5XpwJi1fFL/joYZDVzdJhnJrq8Tn8b8+ym2bkjhSO7SIpfx42Nljg37iPRHFNHyq5eHfD4pi4lHLqfKd6tYn8T2yScfRhRtRwHAK+ehOv/Usou/o7Lo5Z/X64HXC0V5Uqe73++HNKAv9Qv8/gCnlwc+n5auwMSJPhx1lLo9Nm7LxTSItqtaaat2r6kx7nfwOvGyG5U9/ne0LHiP5LfyGUl2Pk3++AP4/XcfDh70QbWz5Ei4PkW/w6z98fsDMX0ar9eLhx8WT5fk94ur/Rrpmqp+uRGOH3jAGMNdd92Fzz//HAsXLkSXLl1Mnyk4smutbdu2TouTMmrjK+laKFaMHSG2020cxpo1wFdfxRc/Y8ATTwDnnqt051Y9GsavlW7btonTu5IeTm1u1Asn3tPenJTBKlqnvfFhLlum/2xZmfihUruyWRyHMMSq3lqnvcUTTrLhy61WnvDwblr3Y7bXcEjp8cor4p9eOOrTs6T7Xq92HTOTqa4Rjw7qcs2nmRqtNiIcNj/woLYP60h2Xlo9PEftx2m5ktkmKzuP2s9oucd7gl2iWC1jUrmOt1yGw8ktX1b7UJFI7bRZ0nxKIui17Yl8wmDGDODRR/XjsyOznl/pFFu990ddxHHj584778SsWbMwZ84cNGnSBLt27cKuXbuOrEkHNm/ejCeffBJr1qzBtm3b8OWXX+L6669H//79ccoppzgtTq2hLjRPPZUaOQDxw2lmx+waVYiZM4FHHokv7k8/BaZONfYjVXStl4NWxbrwQuVJVk69VOJt9K1WfrOw7Zz2V1kJ/PmncRx2jcNx44Arr7TmV49kG6JaflLdOdeK//nnlacPSvmilWdqPzx//SUe/asXp/TMt98CK1fakxGwZvxYrV+J5EOyDQEnBxXMDHBA/OAg/8FfQdD2K4W1bZuxkRsPqRiUsdOGxXsSnhUSMd4Z064T0oCdFcPNKM547yWClXATNX6OOy7+QVItjAbxtPzVNk4YEU2aiG3F4sXikdWJxmXmb/p0e3Lv2mV8n39/pOrUVadw3Ph57bXXUF5ejoEDB6Jt27by34cffggASEtLw4IFC3DeeeehW7duuPfee3H55Zdj3rx5TotSq6gLmGKPeJIwMjK4fZMxIxZ2j9i2U8jLyqz7PeecWDepYm3dqv/ScdL4seIWjx8r/uyk6wsviMdCW4nHTmfEyJBL5lHd8cis15k0Ola6tpg4UVySaQVJjx07gI8/Vt6zeny73dlcOzM/tWH8uB0pPV96SZkeks7btin9S0uIpOf+/ndxBlyPLl0A7rweyxileTgMbN9u3b/RLEYixk887Ua8ZcnsqH8rTJ0qLutSP/fLL7HhxfN5Cj3/b78d/c5ZoliZnVIj+YvX+Nm2LfYbZ06gZfyYpXlttUWJvvurqsRj3Z97TnynSyQy8+MkZm2SWZ+hLuH4nh9mkhsdO3Y8ckpS/caoA/Hmm8B11yUex7336t8ze+klq7GwMkpqZdnbscfGjkJI4Ukjpj/9JJ4137+/dljr1wNnnaX/DYl4p7GdrPxW4xcE7XjNlr0Z4fUmbkg6ZfxYQVrSmeolWnpxSsuUrRoihw+LBpAV+P1ERjKYxWnF+Kmt7/y4eeZHYvx40ZBRc9ddymv10riiIuCoo0Q5pDxWyxTPV9qNjIbvvzcfubVCvN+JKS8X/6wMKqnLWCpnfkpKos/x+7a0wnPS+Ln5ZqBFC3thOYnWzE8y2lMrYc6fD3TqpPRvx6jm/YbDwO7dQPv2ymftztwYlQMrz9sJXx2X1Tro5GCtFWjZGxGDuoAZdSpvvdV4OYwTqJdd1FYn0UqltbrnRxpNlVDP/Lz8MvDAA/phlZfHhqEVntpgc2rPj5Vlb8nAqnw+X+INmVPlyoqhPGSIs3Fq8emn8eeL1Jmw8qJ98EFtd6tlJt40aCgzP4nKZnfZm9rwFb+VAqxdC7z6avTZ2jb4jNJBz1CKdynbTTcBn3xiza+aeNuheGYJ9NAr98kyfpKJ3ZkS6WPmydLNrNzfcAPwwQfKMPXCNovz//4PMDljyxS9uuTk+y6eZaB79wKXXSb+jne/XSJ4ve5u9+1Axo9D2DF+JJL9ItR7IWhVGqcMpXhHMCTsGD+JzmDFM8Kk5T8Rf5Kf996LrwNgNPMzcqT1Z41kM6I2Z35qo9Hdvdu6X/WeDb6zbJau06ZZj2fLFmDOnGjYfFxWMZMtHuMnEbRe/med5Wz4icCnEz+roxeu+iAjyfjJy0tMDjVGbZVdnf/6S3l988325eHTSVp+amUpmtlMkF2ceH9JMhjJqld/jN4Zn36qf096LtEZO7WMVtDTN9549ZDSzEhHrU41XybsGHNOtF9a5YnvU33/vXgIgF5am8krCMYzPzx//CEOLADiAUVSPVP38d591zhONbt2Wcs/Pt9o5ocwJVUnvUgwpmzczF4+iTSAN98crSBWGl7um1kxGDV4yTB+4jFA9fLWbli8/KNGiUv47GIU50cfGT9rZdnbu+/GtzyHp6bGfG27lZkfLb9OG0Q6p95qxi+NVNqVxa7MmzYlHoaEW5a9aWF0gIMVGANGjEgsDGmJWrzGD3+Yi7osJdt4tzvzo0ba42K1XX3hBSA/XzudtDAy1BJNGyeNH6OwrQweqLnqKv170nNOH3RrlgbqQbNkrlKwoiO/l0RvNs9o4MfpuqVn/Ej88EN0Rldi8WLRUDGTRystjQaNt2wB/vMfczlHjzb3w9O2LcB9e1UXPt/q054fMn4cIp6ZHzvs3WvPf1mZvZkNu7MfPG+/Ha30VlixQv+eFeNHGnF3aubHzE2N3pY1u7IksqZYC35EyAo+n3k5XbUKOO+8WHe9sqXF668DPXtqP2/EyJHa8sXTUbeKFeNHwmjmJ16sdFqs+NML1y3L3vbsEXW5/PL4w1AjCOLpU3v3xi/b5s2xblbKhN7Mj9Mk04BSv2PM8mbaNLHNcaLcOz3zM2mSuOfTDsla9lbbbN2q/ckLNVrGj5ZuO3cav7OtxGPFMH76afH3s8/qy6KH0++BggJRpp07o25ag8g8l10G/Pe/Ub9G2NHNbBVBIs9L6aaeBdbD44kubXV7PTCDjJ8k4XRlzM6253/27GjhlD5qKmG27E3rGhBPd9E6hpfHqJHbuDEavx52jZ9E0tmsMQPEY7+//VbpZvVELkCpq9a0vxMjltJz0lIqO+EkesqMlbjS0mI39lspbx99JH601win65nGd9hi0NPZzsxPvHnN7ymxA99BNTP6rR7BbEeHO+8UT4a6+26xnD7+uOjOH8nv1Oh/djbw88+JhcWHZzTzI+WHlZkfQbBWvpzETpoWFoptvFRGPvsMmDsXuPhia8/ze94kZswQR8TVcqhHnO2WZ6OBI8bE8mW3w653hG8yjR+nZnzUMr31lvkzWitDtGZf//MfcQDLSrx6fswGbfg0lwYX7bSzTr8HpO/jHTigfNeZGSLS+8ps5sfOYHMyjR8AyMwEli83DwcQ6/jSpdb8uh0yfhxCXcCkylhQIFYgK88kEp+Rn0DAuvGjN3UKiEeC/u1vxnFqNXLSsqlVq5R+tOAbMb0TgaQROq11wnY+9Ks3Yql+eX/+ub6MVuMAoptK+XgSncXgw5CWzRmVjRtvVMqmlRd65ZXHznrx9PSofytT8+pjhI38Jmvmx4pe6rjNvn+gdyR3HB+njrvtcHLZ26JF1uN99VXxVK0VK5TLq/RkiAf+VDZ1XbOL3np8s86b9F/rg6dOzAYl2hEyQ3108ebN4hIfo/jU7Sgvx3PPAd98o7yvRTz1eMWKaFulNYhkNz2sLnvTwu4gktRJ1juptDaIN52M0GrLrAzwJboaJVlLsfQMHj23SZOshWtnz49RmiVq/Pz+u9hWHjxoHg6QnNnsVFGPVEkt6gImjZ6+/jrQtGms/0RP+06W8WO0aS4ry3zWQ6sSS8umtEYG1QiCONoo/daSkZ9B0kt3K2g1/kYzEk8+qS2XVfwmB8s71YAblY133jH317SpefmKd7OsVL6MnvvHP4zDcGK2TA+pjFr5/pFeWdEr39KLMZEy66Zlb19+qbzWO1JeKw4gsWVSZnEl+gFRvT0/eqh1i0SU+lVUJG8pnJ4Mem52wzDza1bui4rMl0XH0/adeWb0Q5Fq493KqVQPPyx+x0k9qGY2K+1EOk+eHN9zTmIlbrt1WqveMRZdTmrFwNRyY0zcN6q3lFEvXLX8n3wC3Hef9ZkO9UoUozTjT9i1MvNj92AKNWbyWMHud5qSeUhXbUPGj0NIo9UrV4qNqNSQ/vvf2v5vuCGx+OyMTFt5EVgZ3bKC0bPq0VEtBCGaZupOmCTjrFmxbvGg1wDpySc1mHbi5MNSGz9q481qp1M9YmTl5ayFUQNs1hkxM35efFF7/4SRLHzY0iyJ2fdAkrXszUq4RsaPVrpojVKrsbo8JN4812sLeDerH99Ul50mTYz9m6WpnXplFpeTxo+VmR+1X/VyzZoa8aQmM+OHH5wwiiccVu63cQqpTVCH27q1fnus1l1dLj74QNwLEe/SHh5BEJfnGT0v6WBW3n78UTyKnA9bL04Js9F2aZbLDGmkvTYGvPSwMoDVpIlYbhOBMfGbfEZxaaWD2u3994E+fczbr7vvjv5WtxOvvAJMmWJNZum/1m8t4j2dDoi/bhw+bByP3vNjx4r/b7vN/HkemvkhYrjlFvF/795AcbF+R7ZjR/thay3hsDPzo1XRjDpPVhtSu0tLrM78SEaCWcc30TPntRozxsRlHl99Fes/nlF33q/Wsjfez7p11sNVh8Ezb57+UhUrzwPme23MOpcTJhivuVen4T33KO9dc422HOo848sI35GJF6mMGhmiUvxG5VOrjNh5cThpKPD+9U74k+4ffbT1b2TYlUGtk1k7YGdvnRqz8quHlk5mxs/27bGHBWgtewuHzff8rFljTc6JE/XL38SJ1sLQQgpTHXZpaewmeidn8qwaAe+/Dxx/vPhbrz4xZu/dwO+je/FFcameOjzer1G4v/9uLU47y2t5GZ1EasPNOvXx1iUJvfaaR8u9f3/xwAH+8wOHDmnvOeGfLy4W/xcUxMZvFb6NN+pHaT1jJc54+xBm3HdfrJvWNyWnT7cepsTs2cqDEVI5a+kEZPw4REaG8lqvkksV0w6ZmbFuVo2fzMzYD55amS3Qa2wlf3v3xspVU2O8Odiq8SN1EPRGGnkZEzV+tORZuxZ4/vlY/2ZLovT2z0hLPrp0iT3mm7Ho94yGDrUmt8SmTeILTN04f/iheAKfGUYzP2YvPCsnyxl19s1G0KQG28z44X/36qUfJhAd7bKCUWdM72XIlyet5610eMyWTegZ4FY7R/yyt82boyOHvHGUrPXzdsKdNSv2hEA7JNphA6y3LcOGAU89Jf422vMDmBvAVjtNkpGkZZhJy3OthKcVvl751duzxpcdtUw8RmW0pETcX7l+vRjP66/HHpICKL/9xu8vMZv5MZMdEN8369dH96Rp+eHfOQ8/HBuenXqoRk/GZMAY8Nhj0d9GxHu4itbzdmZ+/vwTuO46YPx45XNbtujHyfuT2o942jOt8Ph3Tyhk3If65Rdr7bwE/x7n+eUXeycHW5nVipdHHlFek/FDAIjd6KaucA88EN3L4gRmFfrss5UjYE6OROj5T09XjqKpR8GsjHy/+GJ05icZxg8/Y2HU0WQs9vsqRjM/Tz+t7f7qq8pNrfw0tZb8W7fqy66mWzfldzacyEMJrcZdfR8wLofxTpELQjRc9QyTOj47LwbpY4NGevGndZmhNh7jMX7UBpverJJavkRmfqSwc3KAjz/Wv2+G3dFo9TIbo5Pr9u0TZ1TiJV4DzmxprjrdKyvFAS11fFrGj9Qe86jX3FuVu3Fja/7sIm3E1ir/ejNNTnSCCgqAu+4ST9dMTwduvx1YskS8J830AMqlw/wsmnp2wetVdpLT081lEATxZEo1esbP5Mni71AoeiSy1TZP8se/Y3JyrD1rhHSKohWkUfxkGz9WZkT04vD7Y8uiURpbKbd6z2kdtsT3nXjZn3kmOpAt7Svi719zjf7x0Vp7fr75Jva7cQCQm6s8blsdTm2inrUm44cAIL6M+JEodaft44+jp505gRVjRs/4SWSfiIReAyRVyK1bgfnzte8Z8emn1vddWFnXrSYQiF1+pjUyJQiiccFj1DFVj4ro8dpr0d8lJbH3Fy60Fk6iSGUi0ZkfI+Kd+WEsmsZqOdSzmJI/6RAMNUVF9uI26pCrUcvCmDhjUVpqbPzw6J1sZ3fmxwxpJlBd99UGmV7H16qMRummdy8ZH4SO1/iJRIxn1dT3pk8XOz9qg87qsjf1MhWrg1QXXWTsz2p4Wv7VZUTaq5bojGAkEt3orwffNksy8Ht89A6NUbcJHo84kGZWtvg80tNv8WKlf632Z9488b9V40eKlz/4yM638tRIMlk9bUyv3c/NjXWzMgtu5KaVXlbj8Pli+1J6afzjj9r5baV9ufRS0aCR4N/1vPGjpa+Ub2odzN5/6jxQf0ZEOl5crw5bMSqtYqVuq+seGT8EgNiTfJLxQuexUvCkJWR2Gyg78Zvt++EruJUXwx9/WJ/5iXfPD9+YlZdrny4WTydO3ZhpzeK8/762LHphGPk1c7eCkfFjJIuVZW/xjkzxMz9Wl71Jy2GmTlX6P+642PCdnPlRXxt9o0JtaHi9sXtFzGZ+eH920vejj6Jx8mFryZRIJ9fKXikJI0Mz0VHNeOvEkCHA//6nf+CBGsmY0VrGomX8qNtA9Zfb4zn0RMKJzohR+TOb+bEyg6C1VIyHHxwShNjRcL1j4dWj9lL6mO0b49sTvbRv1y76W238WO2YqzHyl8ylSzxaAymnnhrrz+wQDjV8XkyZktjMDyB+akI9eKtFebn2XlT1gRVabNmi3FukVaZ37NCW3+5S5G3btMORls5K3H67+D9Zy5B5rLQ7ZPwQmvAN7vbt1gpTly7xx2d35sesAejTJ/pbr5LzSOHxDYZe2Fbu8ejN/Gg1LkadQL1vKBi9rI1e/mYv+Xgag3DYWuOcDOzO/EjfEeLvG+mcyJ4fo5kfrWtJj3vv1Q/XStx68Wg9rw6HHwAx69BrLYHiw3R62ZuEnvEjHdiidyCCVYwOwrA782N1FsTsXlmZ9e9YAOLG/kWLtI0fdZxSh8Cq8bN0KfDbb/pxC4I4sGC27M6q8WO3nEjvsWQYP/EMsEnfiJOw8pFYvh7aOTTDSvmM1/jRGrjTQ2vTerzw374Coks09QwSu+8fszJ3333WjB89d633jJGMWu0Pn392B+v4tLrrLuPnrJbv665T9hfVGA1M68XBDxrEA838EHHDN7gDBmiPWD/9tNKtUydgxAilHyPsTnMyFp35UTfgavgvbs+bp73Z1MoSAaNG3eqoWLwHHlhtuNV7D7QwOhHLyUpfXW3d+LHaWALK48D1MDN++HCfflpp/CS67M1MLqvL3o46Svxv56Xt1MyPVmdQbyYA0J5l0ZNNT0b+RRuPoez1KvceSjJIS4vsLHvTwuhZdXrZSWsr4fHw6XfVVeKmaavofe9Fy01t/Ej7yow6YVpLMfnwtdb+q0nUCDaKH7Bm/EhIex/M8jGevSNW85j/bWfmx8o7zejdqc5nvTppZ0lUPLz5prb77NnK644dY7+Vk0gZ0npW3bFX540WdgZ7jN6D8S570zM49FYaWAnDqOzyB3eY4daZn+OOi12qV5cg48ch1CO5Vo6B5ivL/PlAv37W/duZ+eFH0gFrnSa+Udca8dAbBTQ6/tHq8Z5WZ374ZW9aJ8DooWX8qI+DjGfZWzxUVdnPG6ORIauYzZqpjY6331bKKS2PsDLzo47jttuUJ1KpsbPsrW1b7TjUzwDRPLZi/BjlsXSQh1Y+6M38PPig8sOGHo92B0h6zsqyN8nPsmXGfnnU6aSWwU0zP2aYzR4CwBVXiLMH6uWFRtg5VENv5kerbkmzGEZlVRDsLR00uxfPzA//X+vevn1iuyWFLR3RL8mtNztjt93USgsrA0CRiPbMj9YHO3/+OXpEvl66G72HrM78hMPA5ZdHv2Gn5y+eJW8VFfaf83iSZ0Cr04t/t+rFZTb7yz9n9N0hs5kfqwNGeoMAWvLrvTOMyvu6ddZPRdQz/JxcJRKP8QOISw3rKmT8OABjwK5d9o0fvnKUlGifX6+OR+tZLaRN11ZnftTYHcWz0qgZHZLQtGn0Op7T3uysS9YyfqR13VZmd/TSPp6XSE2NfeNHL3690T8j+PhqasQvngPaRofWbI9ROdTL740bY4+TVYcppaXZsrd4ZmisEO9ooZ6Br3V8bqIzPxIbN1ove1rGjvrabnrxnZF27fTzVh2u1BnVSmu9L7DfdFP0FCUrckozMWYHeKg7zzx8POp0lvag2Nm3ZHSoCR/O55/HHllvVD6cGJSRBhe0TqqSwh84UNwcrpbBbNO/EzM/H34Y/W00u6A186P1wfF166L79PSWIjmx7C0cFk+0k1ZU6Pmzs+Rt+3bxe2633mr9GZ4LLxT/Oz3zo3bjD6yQ7pWXK/NGr72V+lF8mEbveq1wrrhC3z8vl1Z5Ug+2aRnQZsbP1q3ih1evv95cDnX8WuFq+UmUeI2fugwZPw6wcWPsh9GsfHlXvUlTC76A86fOmM0CFRVFKzT/EtEq5FqnzGh1AD7/XF9e9d4LrXDs7vmxY/yoRxv5Bk9vU7HWy1tqqK0ut+CJp/Nx/PHOGT92UX+0cOfO6PIgrc6i3e9Q6Oni9xsvRzFb9nb++dHrSESMh/en/gK8WTnSwkoaGy17MzLSrIzeGy0DeestfePADHWeaF3rvQgPHVIufZRo3Tr6+/BhcY+NFnZmftQHg0j85z/RI7Cl8F54IdZfvDMeQPSr5/xHIPXCNVrmqFf+1Ydy6MnxxReivlu3Rmc41XIY7UfSczNCqnv8MmgJ6SSwiorY5bpANB+t7nuxIou6bEjGrBH8wRLV1dF4zQyLZO75ifdgBD0GDxZPNwNi991agTFxyfDJJycmhxZWVk0MGqQ8+U/vGem4c6tlR2vmx+oHv/n+Dd8O83HffHPsc3ozaJJOv/0GvPIK8N//Ku9bnY02GnxxCivGj9aMrt4pq3UBMn4cQOslaXfZm95yEd7Prl3a7noV4plnxA4t/xLRqnBvvRXrpu50VlQov0mgDke6NjJ+rC57k0YYzGaX+I256lEJfjRarZ/enh/pRCytuHn/dtctG5Gebs34eeKJaPzxdOa1+PprZXxXXx39rWX8aBksdpa9SZvOfT5j42f//miaqEegGVNuXo9ExI/t8vKqw/7qK+syJ3ram96yN6PlYFphCkLsN2AkEt3cqhWfhNGyt9tuU44yt2plHv4ff4hL/gDnlr1JbasUHn9ErYTVmWmj+9IAFh/W998r/Ri1aerTm6zAt6vSN07274+2/UZtkBODIuol0no884x+viVz2RuP3jtQGhABYmfWeT/SEd68mxZ2jB+99ls6Ql3LaLUCY8r2gD8i28pAq55M6hNTnVhKZdTWSXHt36+U26wNsPqOMwpHffjD//6nvOa/K8a/a/kwtdJarz9hVt6DQf17fD7w8Sdr/0+8Mz9WDhhyK2T8OIDWUgQrDRK/Vl8qfOoGmQ+THy2yMi0qfVfowAHg/vvF3xUVsQ1cVlbss2YVWf31ZOngBvWIFt8QWt3Mr7Xsbe/e2IoWDEb3+hidAqSutJLM6o4ML6uR8aPXENt5sfFr6/WMnzvv1B5p37JF+UG8REaD+PhWrIj+PngwdlRZa+bHivEjIaW3z2c8i7RqVTRN1EtV1PnyzTei8cOHp/5Q4eWXW5fZyp4fPVmMlr3ZnflhDGjeXF8+vefM0DLYeNTL3jIyor/Ly5WGZ+/e2nHcdVc0337+OTorbqVzyaPXhkrGrZV0tIrWN9ik+Pmw1G3GF1/EF58efH33+/U7klIe3X131E1r/b00KGB1X5iZ8bNiRbTN1cs3vVkNu0buLbfEb/zwMz9aAzlz5sRu/Lc688NTWzM/GzYo2wNeDrMlnWqk/T6CIJYxvbJ7442xbnl55uFbMX4kOSTMyobRCYkSzzxjHLf68AdpL9Lhw/ppEIko3y1aBkC8xo8Rega204aqxD33KK83b47dR62le7yGtxsg48cBtEbj7BYKqfIbbZrjw7Ri/EiVtqhIbOwB7e+3ZGaay6fXwJpVcKudPh6tpUPFxcYdZrXRyKP+NoQUrnoNLv9dHnVjzK/1lfQoKFAuR5E6LuoXm9E6cvW6dr6BefVVcYRMzV9/iY0TL0+8nS8pbvXHNocNi9XDrvFjtOzNbAmd1dm1jz4Syy8/21NQYBy21rptCadOezMaVZaWqxiN3vP3eN2cNn74eL76Ktb4MZrt04tz/frosim+3TDryFtFPfOjhdoQMEufs86KdZPKqBX5nDJ++HKjZfyYzT6rkUaz/+//rPlXf+leDf/hajPjR1o+KGF19pPHSBa9dwt/zPjevdrxag0qWTF+IhFlG23H+JFkqqhw9rQ3K8uR9++PGnt8GdL6DuCOHeL7QGtvzZo15nEZGWO8oWDnxDMrLF0aXxkzGvzdti16wA2gPchq9q6yaqTw35Pi0TN+kklOTuwJmVrfLbRzlLzbSKnxM2PGDBxzzDHIyMhA7969sXLlylSKEzdSgeQbVHWF4KdUeebNEzuyUgE32uA9apR2x8PM+Jk5U+mmrozp6drP80hyqRsXsyVYWi8os281PP987LPq0Xw1WktfJNTGj95Lm5/5UE81N2kS2/H44gvlUsQ77hD/W3mx8cYun3+NGin98em5c6e2/NLyGCN++il28zQQLbNaLzV1WbRr/OjNMpgtewPsbfLMzFQODIwcGeuHl11vxsJK/DzquiAI0bw3mlW88kpRDykNpHX3rVtr70fjl2skOtqnLsN8uXn1VTF8rXweNy4at94XzbXgy5DdmR89rBg/Ul3Uo6xM2anRIhXGT0FBNJ21vm4vYdX4kWbq9DrI6v1HauNHPVDAy6Mnm9S+v/GG8p0YT8fUqGyoZ+ql1Q033xxNw4su0o5XK7/00pRvq8Jh5fsrHBZnqK65Rrw2m/n54Qfg6KOtGz98m6CHlZmfWbNi271wWHvm5557rH+DUCsdjeTh/dvdQ6rFZZcpr+22JdIMtZQ/Uhl45BHx/003KWfA4jF+rMLvv9KbFbOy3cEp+P1ygP0ZRreTMuPnww8/xIQJE/DYY49h7dq1OPXUUzF06FCUGp1j6FK0CqHel6i1+OOPaAH/4ANlw6OuQFKDwa8X1asEWo2LugAvWgSMGWMuoxSWerRG3dio9zrxo2SSLkcfHRu+2RGViTSU6tOn7HRsGRMNByA66ikt4+GNJR4rH+LTM37U97Uac7X//PzY9ctqvv4aeOihWHcpP7WOClfHc/HFsX6ksqfVMOrNYvp8ykM2tOqKXpnmw5TyITNTe48d33G78krt8PTi1XuJ8umsNSqv1amZOFF7ZlKKq3Nn8X9pafQ3r6eVEVKtZVtaSB05qT7x+fa//4nyS/Hxo7QvvxyVV/og6r590RlDvY6tlZkfux0WSYdffxUPBIjHIJwxAzjnHPG33oirHeMnGWvxX35ZLDf8pmK7Mz9SudOa6QCUy+aAWOOH3wQOAM8+q/SrBe/OH6piZR+sGqMN1eo2gj/4gi8TVo0uPX34vVvqsrZ2rVge9Q7pkfjoI7GNPXTInhFYWiqWVYlQSMwfPgwrnVLGYpcxHz4sDrbx353yeIxnxo3QGyDlMZtVvusu5bcPzVC/2+0a2NIgiTRTrLVihy/D0qw9j5HxU1RkfV+MnpHDD5wna8+PlhyVldYG2esqKTN+pk6diltuuQU33HADTjrpJLz++uvIysrCf9RHc9UBtCrxgAHWn+cbxLvvjnYoIpHYhu2YY8TTrPiXAj9ty29C1voAVWWlsoLrraW9887Y5yRZ+SUl6gqh7qjxHdvrrtOOC9BucPl0lY5gjgdpyZydzoyUH7t26Rs5etiZ+Tl4UCmP9CHcsWPF/1pl67jjlNelpcC0acbxTZmiLVebNuL/Bx4wfn7bNu3DMqT9OyefDHz8sfgtE+nIdnXnRBppVxuHWjOPei9g3giWTj9s1EjbP1/+9Ub51Ua11EnUKyPDh0d/P/648t66dcC//qX9nPr0LPU+AqmT2rWrcfzxjJ7zSEbuzz+L/9Xti9cbTQOpnZDKZEkJ8OWX0TbjnnuAs88Wf6tnuiT48KVZCK3ZY6sGEG+c/e9/Yj2xUp/VJ2LxS0XV3/iS0Pv+C78PSqKkJPYj1k7wxx/AtddGr6XyanXU98ABMQ/0Ds9QtwnqPQ7SwI+0vNdKR3v+fGvfnTH62KsVP3p7YAGlnPzsvNZ9CUEwNqQPHRKXhO3cqVw6vXx5VBZpBkiN9I0nCbPv0ukN9qWliSeZ8vraPVwJEPP50CGx76Cuu2bfbuHTTgp37dpoP0S9hFodbzgsPqclt92lcPwhTFL4RqjzV32wjvrdCuifXimh964SBHGmz+qHQPUGTfkVG7Wx7E06oKasTFkO69vMD1gKqK6uZj6fj33++ecK9+uvv55ddNFFMf6rqqpYeXm54u/QoUOspqZG/guHw4wxxsLhsMI9EokwxhgLhUK23Hm3mpoaJggCEwQhxr26WmDnniswgDGPR2DSa7VnT8ZuvFFgmZmiW7du0XvqvwEDIqxvX6XbBRdEWF6ewE4+WfuZE07Qdn/kEfH/hRdGGMDYq6+G5Hs5OQJr1Cgqx/DhAuvVS7w+77yIIpyzzhJY69ZRv4MGiffT0wV27rlRv0OGqJ9TXh99tFLvgQMFlpcXK3e7dgI755zo9UknCaxVq9g0e/vtUIyblb/hwwXWrl1U1x499PMDYCwjQ/zfuLG2v0svjeg+27mz8pm0NOX1hRcKbPhwxm65JcL69InEpP0FF0RYy5aCnL4jRkSfP+20CDvjjKj/o44S7zVtGivnmWcqw23ShMlpesYZEXbJJRHWu7fARowwT7+OHcXnzj5bGU+/flFZTzuNKcrXwIERduGFAjv7bGVYxxyjDCMnJ3o9eLBxvkhl75JLIuzYY0W/Y8YIrEkT5XMjRjC57mnl4wUXRNgFF0RYq1YCu+ACMQ0uvFDMD1EOUXbJXU+ezEyBZWUJ8m/+3r//bVxWTz6ZsS5dBHbddRHWpYv4bF6ewCZMYGzQIEGWU/1cIGCcRpmZgpyOmZkCO+44geXkCGzy5HCM3379lOEPGhRhPXuKz55/vvKeXl0AGDvxREEhV+fOArvgggjr2zdypJyKZSc9XWDZ2aK/rCyB9enD2JAhAhs+PMJOOUUZfpcugpxPF1wg5kezZoz16yf6O/5443RQlzkpnBEjBHbiieKzw4dr522vXlH35s2V9wYNisgySH8tWghs/fqamHAyMgQ2erR++TGLW11mO3QQFPnWqVNsGkhtAsBY374CO+mkWD+DB4v/a2qUMg8cyOS04f8efTRWnrw8gbVsKf6eMCGsiNfo77rrIkfiitWzUyexvPLvUj4P+WupzWvfXmB+v/hbKlv8X1ZWbL3XkuvccyPshBOiz/N1w+8X2CmnRP3ydSM3l7G33oqtW1p/UvubnS2w5s3102voUH05pfYWEPNK3fbFlhuBde+udDv1VIGddZbAXn1V2Tfp1SvCMjKMw+vbNypbz55inT7nnNhnLrww6iblz2mnRdhJJ4ltmFY5mzQpwkaMEMOW3qMdOsTKIL1TR42KMK/X+vtD/W62+jdyZDQvpkwRw+D7NsOHM3bcccqwhwyJaPZ19P769BHfN8ceK8T0m7KyxPfQ4MH22hL+z+cT2IUXCnJfTu9PqgOBgLI+tW0bm3ZnnSWWhQ0bQowxxiKRSMr75VbxMMZYbRtcJSUlaN++PZYuXYo+ffrI7g888ADy8/OxQjXU/vjjj2PSpEkKt7Fjx2I4NwzboUMH5ObmYsOGDSguLpbdc3JykJOTg9WrV2MPN3+Zm5uLDh06YPHixajgTPe8vDxkZ2djwYIFCHNDlH379kVGRgaCqvMJBw0ahKqqKiyRDqQH4Pf7MXjwYOzZswerV6+W3Rs3box+/fqhuLgYG7ih4OzsbOTl5aGoqAhF3FAX6UQ6kU6kE+lEOpFOpBPpRDqRTuY6DRs2DFaoE8ZPdXU1qlXrfwKBAPzchhKv1wufz4dIJAKBWwfh8/ng9XoRDofBq2rmHlLN8UlxhVVrNvTcA4EABEFAhJuH9Xg88Pv9lt1JJ9KJdCKdSCfSiXQinUgn0ol0MtcpYHHDfUqMn5qaGmRlZeGTTz7BJZdcIruPGjUK+/fvxxfSxxMIgiAIgiAIgiAcIiUHHqSlpaFXr16KqSpBEBAMBhUzQQRBEARBEARBEE6h8c3W2mHChAkYNWoU8vLycMYZZ2DatGmorKzEDTfckCqRCIIgCIIgCIKox6TM+Bk5ciT++usvTJw4Ebt27UKPHj0wf/58tG7dOlUiEQRBEARBEARRj0nJnh+CIAiCIAiCIIjaJmUfOSUIgiAIgiAIgqhNyPghCIIgCIIgCKJBQMYPQRAEQRAEQRANAjJ+CIIgCIIgCIJoEJDxQxAEQRAEQRBEg4CMH4IgCIIgCIIgGgRk/BAEQRAEQRAE0SAg44cgCIIgCIIgiAYBGT8EQRAEQRAEQTQIyPghCIIgCIIgCKJBQMYPQRAEQRAEQRANgv8HJmuSrm+/Dt4AAAAASUVORK5CYII=",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "columns_viz(datasets[4], color= 'blue')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 63,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "biliancino_pred = lake_biliancino\n",
+    "biliancino_pred['Date'] = pd.to_datetime(biliancino_pred['Date'])\n",
+    "biliancino_pred['Year'] = biliancino_pred['Date'].dt.year\n",
+    "biliancino_pred['Month'] = biliancino_pred['Date'].dt.month\n",
+    "biliancino_pred['Day'] = biliancino_pred['Date'].dt.day\n",
+    "\n",
+    "biliancino_pred = biliancino_pred.drop('Date', axis=1)\n",
+    "\n",
+    "rainfall_biliancino = [col for col in biliancino_pred.columns if 'Rainfall' in col]\n",
+    "\n",
+    "biliancino_pred['rainfall_mean'] = biliancino_pred[rainfall_biliancino].mean(axis = 1).values\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 64,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "y_level_biliancino = biliancino_pred['Lake_Level']\n",
+    "y_flow_biliancino = biliancino_pred['Flow_Rate']\n",
+    "x4 = biliancino_pred.drop(['Lake_Level', 'Flow_Rate'], axis = 1)\n",
+    "\n",
+    "valid_indices = y_flow_biliancino.dropna().index\n",
+    "y_flow_biliancino_cleaned = y_flow_biliancino.loc[valid_indices]\n",
+    "x4_cleaned = x4.loc[valid_indices]\n",
+    "\n",
+    "x_train_biliancino_level, x_test_biliancino_level, y_train_biliancino_level, y_test_biliancino_level = train_test_split(x4, y_level_biliancino, test_size=0.2, random_state=42, shuffle=False)\n",
+    "x_train_biliancino_flow, x_test_biliancino_flow, y_train_biliancino_flow, y_test_biliancino_flow = train_test_split(x4_cleaned, y_flow_biliancino_cleaned, test_size=0.2, random_state=42, shuffle=False)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 65,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<style>#sk-container-id-4 {color: black;}#sk-container-id-4 pre{padding: 0;}#sk-container-id-4 div.sk-toggleable {background-color: white;}#sk-container-id-4 label.sk-toggleable__label {cursor: pointer;display: block;width: 100%;margin-bottom: 0;padding: 0.3em;box-sizing: border-box;text-align: center;}#sk-container-id-4 label.sk-toggleable__label-arrow:before {content: \"▸\";float: left;margin-right: 0.25em;color: #696969;}#sk-container-id-4 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-container-id-4 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-container-id-4 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-container-id-4 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-container-id-4 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-container-id-4 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: \"▾\";}#sk-container-id-4 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-4 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-4 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;}#sk-container-id-4 div.sk-estimator {font-family: monospace;background-color: #f0f8ff;border: 1px dotted black;border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;}#sk-container-id-4 div.sk-estimator:hover {background-color: #d4ebff;}#sk-container-id-4 div.sk-parallel-item::after {content: \"\";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-container-id-4 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-4 div.sk-serial::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: 0;}#sk-container-id-4 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: white;padding-right: 0.2em;padding-left: 0.2em;position: relative;}#sk-container-id-4 div.sk-item {position: relative;z-index: 1;}#sk-container-id-4 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;position: relative;}#sk-container-id-4 div.sk-item::before, #sk-container-id-4 div.sk-parallel-item::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: -1;}#sk-container-id-4 div.sk-parallel-item {display: flex;flex-direction: column;z-index: 1;position: relative;background-color: white;}#sk-container-id-4 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-container-id-4 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-container-id-4 div.sk-parallel-item:only-child::after {width: 0;}#sk-container-id-4 div.sk-dashed-wrapped {border: 1px dashed gray;margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: white;}#sk-container-id-4 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;}#sk-container-id-4 div.sk-label-container {text-align: center;}#sk-container-id-4 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }` but bootstrap.min.css set `[hidden] { display: none !important; }` so we also need the `!important` here to be able to override the default hidden behavior on the sphinx rendered scikit-learn.org. See: https://github.com/scikit-learn/scikit-learn/issues/21755 */display: inline-block !important;position: relative;}#sk-container-id-4 div.sk-text-repr-fallback {display: none;}</style><div id=\"sk-container-id-4\" class=\"sk-top-container\"><div class=\"sk-text-repr-fallback\"><pre>XGBRegressor(base_score=None, booster=None, callbacks=None,\n",
+       "             colsample_bylevel=None, colsample_bynode=None,\n",
+       "             colsample_bytree=None, device=None, early_stopping_rounds=None,\n",
+       "             enable_categorical=True, eval_metric=None, feature_types=None,\n",
+       "             gamma=None, grow_policy=None, importance_type=None,\n",
+       "             interaction_constraints=None, learning_rate=0.04, max_bin=None,\n",
+       "             max_cat_threshold=None, max_cat_to_onehot=None,\n",
+       "             max_delta_step=None, max_depth=2, max_leaves=None,\n",
+       "             min_child_weight=None, missing=nan, monotone_constraints=None,\n",
+       "             multi_strategy=None, n_estimators=200, n_jobs=None,\n",
+       "             num_parallel_tree=None, random_state=0, ...)</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class=\"sk-container\" hidden><div class=\"sk-item\"><div class=\"sk-estimator sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-4\" type=\"checkbox\" checked><label for=\"sk-estimator-id-4\" class=\"sk-toggleable__label sk-toggleable__label-arrow\">XGBRegressor</label><div class=\"sk-toggleable__content\"><pre>XGBRegressor(base_score=None, booster=None, callbacks=None,\n",
+       "             colsample_bylevel=None, colsample_bynode=None,\n",
+       "             colsample_bytree=None, device=None, early_stopping_rounds=None,\n",
+       "             enable_categorical=True, eval_metric=None, feature_types=None,\n",
+       "             gamma=None, grow_policy=None, importance_type=None,\n",
+       "             interaction_constraints=None, learning_rate=0.04, max_bin=None,\n",
+       "             max_cat_threshold=None, max_cat_to_onehot=None,\n",
+       "             max_delta_step=None, max_depth=2, max_leaves=None,\n",
+       "             min_child_weight=None, missing=nan, monotone_constraints=None,\n",
+       "             multi_strategy=None, n_estimators=200, n_jobs=None,\n",
+       "             num_parallel_tree=None, random_state=0, ...)</pre></div></div></div></div></div>"
+      ],
+      "text/plain": [
+       "XGBRegressor(base_score=None, booster=None, callbacks=None,\n",
+       "             colsample_bylevel=None, colsample_bynode=None,\n",
+       "             colsample_bytree=None, device=None, early_stopping_rounds=None,\n",
+       "             enable_categorical=True, eval_metric=None, feature_types=None,\n",
+       "             gamma=None, grow_policy=None, importance_type=None,\n",
+       "             interaction_constraints=None, learning_rate=0.04, max_bin=None,\n",
+       "             max_cat_threshold=None, max_cat_to_onehot=None,\n",
+       "             max_delta_step=None, max_depth=2, max_leaves=None,\n",
+       "             min_child_weight=None, missing=nan, monotone_constraints=None,\n",
+       "             multi_strategy=None, n_estimators=200, n_jobs=None,\n",
+       "             num_parallel_tree=None, random_state=0, ...)"
+      ]
+     },
+     "execution_count": 65,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "params_biliancino = {'n_estimators': 200,\n",
+    "            'max_depth': 2,\n",
+    "            'subsample': 1,\n",
+    "            'learning_rate': 0.04,\n",
+    "            'random_state': 0,\n",
+    "            'enable_categorical': True}\n",
+    "\n",
+    "\n",
+    "\n",
+    "model_level_biliancino = XGBRegressor(**params_biliancino)\n",
+    "model_flow_biliancino = XGBRegressor(**params_biliancino)\n",
+    "\n",
+    "model_level_biliancino.fit(x_train_biliancino_level, y_train_biliancino_level)\n",
+    "model_flow_biliancino.fit(x_train_biliancino_flow, y_train_biliancino_flow)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 66,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MAE value (Lake_Level):  0.759034813325753\n",
+      "MAE value (Flow_Rate):  2.1739914816583066\n"
+     ]
+    }
+   ],
+   "source": [
+    "biliancino_pred_level = model_level_biliancino.predict(x_test_biliancino_level)\n",
+    "biliancino_pred_flow = model_flow_biliancino.predict(x_test_biliancino_flow)\n",
+    "\n",
+    "print('MAE value (Lake_Level): ', mean_absolute_error(y_test_biliancino_level, biliancino_pred_level))\n",
+    "print('MAE value (Flow_Rate): ', mean_absolute_error(y_test_biliancino_flow, biliancino_pred_flow))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 67,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1500x500 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAABLkAAAHFCAYAAAAe4yvQAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8g+/7EAAAACXBIWXMAAA9hAAAPYQGoP6dpAADnIklEQVR4nOzdd3hT5RcH8G/adEBbKKUtdLCk7CmiyBKQIeIAUQRFBRcOZIi4ByAKooAoIirI+IkKojIdKCh7yCpDWZW9R4FSSmfu74/jTZrOjJvcjO/nefrkZt37vk2TJifnnNegKIoCIiIiIiIiIiIiLxag9wCIiIiIiIiIiIicxSAXERERERERERF5PQa5iIiIiIiIiIjI6zHIRUREREREREREXo9BLiIiIiIiIiIi8noMchERERERERERkddjkIuIiIiIiIiIiLweg1xEREREREREROT1GOQiIiIiIiIiIiKvxyAXERFpYuTIkTAYDFY//fv313tY5OOio6ML/d2tXLnS6jYpKSm4/vrrERUVhWnTprltbIqiYMCAAShXrhy6d++OzMxMtx1bS6mpqfj44491O37Bx9dgMODw4cO6jUcr06dPR8WKFdG0aVOkpKSYL581a1ah+bZv397m+3uT8+fPo3379ihfvjxGjhyp93CwceNG/Pbbb3oPg4iInMAgFxERWSnqA2VpPyNHjsTgwYNx4MABvYevifbt25c659DQUFSvXh19+vTBqlWrND1+cnIyRo4caf7xhQ/0rrJ582aMGzeuxNuMGDECycnJuHjxIgYOHIiMjAynj5v/8Vm4cGGRt1m+fDmmTZuGK1euYPHixZgzZ47Tx3WnvLw8TJw4EdWqVcOXX35pvryk50X16tU1H8eBAwcwaNAgzffriKZNm5b62hAUFISKFSvi5ptvxqhRo3DhwoVC+8nIyMCzzz6L1NRU7NixwyrAc++99+LAgQNISEgodhwl3d+bfPjhh1i1ahXS0tIwatQo3YN16enpuP3229G6dWvs3LlT17EQEZFjjHoPgIiIPMuBAwdw4sQJq8yBhISEQtkxKvV2UVFRiIqKcv0A3eDrr7/GtWvX0LdvX/z111/my1euXInY2Fjs378f7777LjZv3owjR45g3rx5GDVqFN566y1Njp+cnIxRo0aZz7dv394lwQNfUKNGDcTGxpZ4G0VRSjzviPyPT79+/dCjRw+3HNddLl26hPvvvx+///47WrVqhSVLlpivU4PZtWrVMl+mvkYEBQVpPpakpCSPeW1ZsmQJsrKy0L59e5w4ccJ8+YEDB5CTk4MzZ87g559/xocffohNmzZh06ZNmDZtGjZu3IjExETz7RVFsfp7yL8dERGBiIgIGI3Fv00v6f7epOC4TSaTTiMRnTp1wvz589G7d2+0aNECM2bMwAMPPKDrmIiIyD7M5CIiIitJSUmoVq2a1WVGoxFJSUlF/pT0QcxbJSQkICkpCWXKlLG6vFq1aqhXrx66d++OP/74wyrTYuTIkdi1a5e7h0o2GDlyJBo3bowKFSpg8uTJCAsLc8txO3fujMcffxzh4eG488478fDDD7vluM7Kzs7G3Xffjd9//x3BwcH46quvrIJM6nM/P/U1ouBrh6+pUqVKka97SUlJqFevHtq3b4/3338fL7/8svm6EydO4IMPPrC6fVhYGD755BNUqFABjRo1wogRI+wah7P39xRDhw5F27ZtERERgTfffBO1a9fWe0jo2bMnBgwYgMzMTDz00ENYtGiR3kMiIiI7+N4nEyIicqsvvvgCVatW1XsYbhceHo7OnTtj1qxZACQjYcWKFWjUqJG+A6NCateujR07drj9uAaDAdOnT8f06dPdfmxnjB49GmvWrAEAPP7447juuut0HpH3ufnmm63OF1XK/dRTT+Gpp55y+BjO3t8TxMbGYvXq1XoPo5ARI0bg888/R15eHvr374/9+/cjJiZG72EREZENmMlFRER2W7lypbn5c5cuXVC3bl277v/DDz/grrvuQnx8PIKDg1GuXDk0bdoUL730Eo4fP26+XVENmAs2YV62bJn58k2bNpkvr169utV99u7d6/S8CwoODrY6n5uba3U+PT0d48aNQ9euXXHdddchPDwcISEhiI+PR9euXTFnzpxC5TrVq1fHo48+anVZhw4dim2q/s8//+DJJ580Z56Fh4ejadOmePvtt3HlyhWb51JUH7IJEyZgwIAB5scpLi4Offv2xb59+6zuW9RjtGLFCowfPx4NGjRAaGhooYUIjh49iqFDh6J+/foICwtD2bJlUa9ePQwfPhxnz54tcowHDhzAww8/jLi4OAQHByM+Ph5PPvlkkT2PShpbUT3ODhw4gIEDB6Ju3boICwtDeHg4kpKS0KVLF7z33nv4+++/AVgWWMhv9uzZhRZb6N+/f5G96wrKzc3FjBkz0LlzZ8TGxiI4OBiRkZFo0aIFRo8ejdTUVKvbF7ff//3vf7jpppsQERGB0NBQ3HTTTVi2bFmxv5fipKamYvz48ebz3bt3t3sfJdm+fTuGDh2KG2+80fx3FR4ejrp16+KJJ55wqA9SUX+7+Z8nOTk5+Oyzz9CuXTtUrFjR/Lfcs2dPlwVYdu/ebXW+SZMm5m1bG8sXx5b7p6Sk4NVXX0Xr1q1RpUoVhIaGomzZsqhZsyYefPBBcxAzv4KvmQaDAb/++iveeust1KlTB6GhoShfvjzuvvvuYvsvXrt2DR999BHatm2LqKgoBAcHIyEhATfeeCMGDx6MxYsXm0sSizpe/sdNi/HY+/xSxcbG4qabbgIgpbsFM/GIiMiDKURERAUcOnRIAWD+qVatmtX1f/75pwJAOXToUKH75r9fv379rK7LzMxU7rrrLvP1PXv2VDZs2KB8++23SkREhAJAKV++vPLrr78qiqIoaWlpyrZt25TAwECr+xw/fty8z0cffdR83bBhw8yXHz58WOnTp4/SokUL5cCBA0p2drbdv4d27dpZzSf/fHNycpS6detaXb9t2zar++/Zs0cBoDRu3Fj56aeflN27dyuLFy9WGjVqZL5P7969re5z+PBhZdy4cVb7nTNnjnLgwAHlwIEDSkZGhvm2c+bMUYKDgxUASkJCgrJixQrlm2++UUJCQhQASr169ZTTp0/bNNfjx48rc+bMsTpuaGioMmbMGGXLli3K888/b748IiJC2bhxo/m+Bw4cKDTmG264Qendu7eyZcsW5aefflKio6PNfw/Lly9XypUrZ97XwoULlZ9//lmJiopSAChxcXHKnj17rMb3119/me8DQBk0aJCyefNmZcyYMeb5qj9//vmn1dgGDRpU7OOoKIry3XffKaGhoebrhw4dqqxfv15Zt26d0qdPHwWA0r17d0VRFOXChQvKgQMHrPbXs2dP8+Nz5swZRVEU5cyZM8rKlSutbjdixAir46ampio333yz+fqnn35a2bx5szJ16lTFaDSafxdbt24136eo/SYkJCiDBg1StmzZonz44YfmywMDA5VNmzbZ9Pirpk6darXvkv5+SnqNKM7LL79snutff/2lbNu2TZk4caL5MTQajcrixYsL3W/EiBHFPoa7d+9WatWqpbRp00b5559/rJ4nly9ftvodDx06VNm0aZP5dchgMCiTJk2y63ekKIpSrVo1q/EoiqKYTCbl9OnTytSpU5UyZcqYr+vUqZOSnp5uvm9aWppy4MABJSEhwXybdu3alXiM/Nfbcn/1cbz33nuVtWvXKjt27FCmT5+uVKhQwXyfTz/91Oo+Rb32XHfddcqUKVOUbdu2KY888ojV31xaWprV/U+dOqU0aNDA6jVgyZIlyvbt25WPP/5YKVu2rAJAuXjxYrHHy//cdXY8jjy/8nv66afN961UqZJiMpmKvB0REXkWBrmIiKiQgkEuAEpISIj5JygoyKEg13PPPWe+Ljw83CpgM3r0aPN1YWFhypEjR8zX3XrrrebrYmJilNzcXEVRFCU7O1uJjIw0X1e1alXzB5G8vDwlLi5O+fDDDx3+PRQV5DKZTEpKSorywAMPmC8PCAhQxo4dW+j+Bw8eVOrUqaP8888/Vpdv377dar+///671fUzZ84s9oOfau/evebHAYAyZcoU83X9+/c3X37PPffYPF81eKn+qIEdVf369c3X1apVS8nLyyt2zLVr1zY/ToqiKMOGDVOeeOIJ5cKFC1aP2Ysvvmi+zciRI82XN2vWzHy5yWSyCijWrl3balx33nlnib+vkgIkBw4csAqSFfybzc3NVRo3blzod1HS37mq4POoYJAr/7hr1qxpdd3jjz9uvi4uLk65cuVKsftt2rSp1X3zB0ceeuihIsdWnAcffNB83+Dg4BJv60iQa8KECYV+l4qiKEOGDDHvKzExsVBAobjH8NSpU0rjxo2Vbt26Wb2eqPIHQipVqmT+mz18+LD58sDAwEIB6tIUDHKFhIRYBePVv+GZM2fatA97gly2XD937lzl5ptvVnJycqwuzx8EDQsLUy5dumR1fcHn8dChQ83XFfy7mz59utV9879OlytXrtC+P/jgA6sgV1HHK/jcdWY8jj6/VO+8847V/vfv31/oNkRE5HlYrkhERKWKj49HcnKy+ceRHkMXL17EZ599Zj7fuHFjq8buamkIAFy9ehWTJ082n+/Vq5d5+9y5c+aSlt9++w2XLl0yX3f06FFs3LgRALBu3TqcPn0a9913n91jLU6dOnUQHByMpKQkfPvtt4iOjsarr76Kv//+G6+88kqh29eoUQN79+5FvXr1rC5v2LCh1fnly5fbPZYpU6YgJyfHfD5/OVT+/S9cuBBHjx61e/8A0KpVK6vzLVq0MG8fOHAAq1atKva+/fr1Q2BgoPn8hAkTMG3aNMyaNcvqMStu3Nu2bcPatWsBAOvXr7cqN73xxhutjtW6dWsbZ1TYJ598gqysLPP5u+++2+r6wMBADBw40GqcWti9ezeWLl1qPp//dwtYPx9OnTqF2bNnF7uvNm3aWJ3PvyCCvb3I9u/fb96uUKGCXfe1xbBhw7Bw4cJCl+d/7I8fP16oJLYoBw8eRJs2bVC1alUsWrSo0EIR58+fx5w5c8znGzVqhIAAeetbrVo1hIeHAwDy8vIwZcoUR6ZjlpycjJ07d2L16tUYNWoUypUrh23btuHRRx9Fs2bNrFZpdYfevXtjw4YNhRrk5/89X716FRs2bChxP/n/tvL/XQHWf1vJycn4448/zOfbtWuH8uXLW92+V69e6Nixo1MrcNo6Hi2eXwVX9CyuJJKIiDwLg1xERFSqoKAg1K1b1/zjSKP5TZs2WfWsio2Ntbq+4Pn8PWN69uxpFTD5/vvvAQDz5s1Dx44dzR9WAeC7774DAMyfPx8333wzEhMT7R5rcX766ScsWrTI3IPs/PnzmDt3bqFeXPlt2bIF/fv3R926dREZGWnum5XfuXPn7B6LGsxTRUZGmrfzf7hUFAXr1q2ze/8AULFiRavzBR+jbdu2FXvf4lZJs3XcgOVvoOBxCjaAdqYhdMEP+dWrVy90mwEDBmDUqFEOH6MoagBPZc/zoaCCwaj8QQR7+rIBwOXLl83bBXvOaSEvLw9ffvklbrvtNiQmJiI8PByhoaF45plnrG5X2nNi165daNOmDf7991/s3LkTaWlphW7z119/mfs/AdZ/a4D131tJv19b1K1bF/Xr10fbtm3x1ltvYcGCBebebdu3b0eHDh3wzz//OHUMe33//fe4++67Ub16dXOvtm7dulndprTfc/6/rYLBqfx/W7Y8j6pVq4bly5c7tbqprePR4vkVEhJidT5/cJ6IiDwXg1xERGS39u3bQ1GUIj/IFKdgc/CCH6ALns/fEDg2Nha33HKL+fyCBQuQkZGBRYsW4ZFHHrH64Pb9998jLy8PP/zwg1UGmBaSkpLQrVs3/PDDD+YMiUOHDuGee+6xygZSLVq0CDfffDNmz56Nffv24fHHH8e6deuQnJxsdbu8vDy7x3Lx4kWr882aNUNoaGiRAYP8zfztkT+wCBR+jEr60FcwQKYqOO577rnHPO6CH8DVcecPvBQ1joLjtEfBxtOhoaEO78sezjwfClKzk4qiFFjYoDT5Awf5A0Ra6dOnD5544gn89ttvyMzMxLRp07Bt2za8/fbbVrcr7TnRq1cv8+/w6NGjePjhhwvNteDf2o8//mj+WwsNDcWJEyfM1zn6HCnOrbfeihtuuMF8PiMjwyo71dVefPFF9OrVC0uWLMHZs2cxfvx4bNmypVAWbmm/Z1v/ttz1PLJ1PFo8vwr+blwR9CUiIu0ZS78JERGR8woGPbKzs0s8X7BU5L777sOff/4JADhz5gxef/11ZGZmonv37ggNDTVncB0/fhzjx4/HyZMnce+992o9DQBA/fr10b9/f/MHxpSUFHz66ad4/vnnrW73xhtvmD8oNWnSBBMmTNBsDAWzUn744QckJSUVeVtHM50Kfsgr+BgVHEN+BVcgLO4+kydPRrt27Uq8bcEMr4LjcCRIqCqYBZWZmenwvuzh7PPBVSpVqmTOOMrIyNB031u3bjVnYQLA66+/jgceeAAA7C7nGzt2LCpVqoS+ffsCAH7++WeMGzfOqmy44N9a586dMWnSpCL3V9zfqzNq1KiBLVu2mM8fPHhQ82MU5ezZs5g4caL5/JNPPomnnnoKgGSfuoJez6PiaPH8Kvj3XzD7i4iIPBMzuYiIyC1atGhhlSVy9uxZq+sLnm/btq3V+Z49e1p9i//xxx+jc+fOKF++PO644w6rfjwjRoxAixYtHCqrtNWIESOsshXGjBlTqDQsfw+X/H25SgvK2PKBO39PGQAICwuzKimtW7cuFEWx+pBtr4LZEAUfo2bNmtm9z4LjDg4OLjTusmXLYsuWLebsuPwZMUDhEitHyj1VBfuOFRWI+OKLL/Daa685fIyiFPz7tvf54CrXX3+9efvixYuFggH2On36NNq0aYPt27cX6mlUv35987a9gcp77rkHDz74IJ5++mnzZW+88YZV2Vnz5s2tnkvXrl0r9LdWt25d7NixAydPnrR3aqUq2AuvcuXKmh+jKAcPHrTKwnPm92wrW55HycnJGDp0KHbt2uWSMeSnxfMr/20MBgOaNm2q3QCJiMhlGOQiIiK3qFChgtUH0p07d1p9258/kyMsLAyDBw+2un/lypWtPoiYTCZzOWJYWBi6du1qvi4rK0vzUsWCEhMTMXDgQPP58+fPW2VPANaNkfN/YMrfRL0o5cqVszqvBhq++OILVKhQAVeuXMHTTz9tVab322+/FdrPkCFD8PLLLxfan60K9tnJ/xjVrl272AyskvTr18+qJ1lR4x49ejSefPJJc++eli1bWn1QLxi4W79+vd3jUA0aNMiq986SJUusrk9LS8Nrr71WKGCR/3eqPj7p6emIjIzE559/XupxGzRogLvuust8vmAmU/7z8fHx6Nevnw2zcd4dd9xhdd7ZZtuZmZlYt24dLl++XKhRuD3PieJMmjTJHGzNy8tDnz59zPutVKmS1cITmzdvLlTCuG7dOvTp00fzfll//fUXtm7danVZ7969NT1GcVzxey5N06ZN0bFjR/P51atXFyoz/vTTTzFt2jRUq1bNJWPIT4vnV/5FGNq2bevw6ygREbkXg1xERGQlJSUFR44csbosNzcXKSkpSElJwbVr14q8X2pqKlJSUqwuu3LlitV9PvjgA/MHj/T0dDz00EPYtGkT5s6di3HjxgGQ4MEPP/yAKlWqFDpG/sBVUFAQunfvbj5fcBVFZ1ZVPHHiRJFzPXLkCFJSUsyN5l999VWrDz4TJkzAjh07zP19Hn74YfN1q1evxldffYVNmzbhpZdestqv+ntS99uyZUur/i+LFi3Ctm3b8MUXXyAuLg4RERFo1KgRPvnkE3Oga8KECRgzZgy2bt2KtWvX4uGHH8aaNWswffp0h1cz+/XXXzFu3Dhs3boVw4cPx99//w0AiIiIwP/+9z9zZt2RI0cKZUYU9zuMjY3F119/bc68mzdvHoYPH45NmzZh06ZNGDZsGGbMmIFPPvkE0dHRACSLYvbs2ebf9b59+zBkyBBs3boV48aNw++//17o2Gq/pZSUlEL9do4cOWK+vmbNmlbj+eqrr/D2229j165d+OOPP3D33XejTJkyeO+996z2kT/At2nTJmzbtg3vvfceLl++jKZNm+Ls2bOFnkfqc0R9nGfPnm1e9S0lJQUDBw7Eli1bMHXqVPNqb3FxcViyZIk5MFjcfo8cOWJ+nub/nauX2dqAvkOHDlYr8BW1aMHGjRsLLSCQlZVlvjz/z/bt2823uemmm6wWJJgwYQI2bdqEb7/9Ft9++63V/mx5DFNTUxEYGIixY8eany8nT55E3759zb/nqVOnonHjxgAkk+u2227DL7/8gp07d2LWrFno1asXunTpgscff9ym38+xY8esHkNVSkoKDhw4gI0bN+KDDz7AHXfcYb6NwWDA66+/bu45V/D5ro5NfZycvb5KlSpWf5/Tpk3DypUr8fPPPxfqC5b/76m45/HZs2fNx8yv4Di+/vprNGrUyHzdPffcgzVr1mD79u0YMWIEvvzyS0yZMsX8PC7ueFqNx5HnV375/8YHDRpU6HoiIvJQChERUT4ASvz5888/i7zfiBEjbLqPyWRS5s+fr9x5551K5cqVFaPRqISHhyuNGzdWXnzxReXYsWPFju3UqVNKQECAAkC5/fbbra5LS0tTQkJCFADKjTfe6NTvoF27diX+Dg4dOmS+7ejRowtd36JFC0VRFCU7O1sZNWqUct111ynBwcFKXFyc8sgjjyj//vtvqftdvHix0rJlSyUiIkIJCAhQypcvr9x6661KcnKy1Vg3b96sPPzww0q1atWU4OBgJSgoSKlevbrSt29fZdu2bXbN+88//7Qaz4QJE5Qnn3xSiYuLU4xGo1KpUiXlwQcfVPbu3Wt1v2rVqtn997J3717l6aefVpKSkpTQ0FAlKChISUhIUO655x7ljz/+KPI++/btU/r27atUqlRJMRqNSlxcnPLEE08o48ePL3Tcdu3aKYpS/N+zer0qJSVFGTx4sFK/fn0lLCxMKVOmjFKnTh1lyJAhyokTJwqN5cSJE0qfPn3Mf8MhISFKvXr1lMmTJyuKoij9+vWz6e8nJydHmT59utKxY0clOjpaMRqNSrly5ZTmzZsro0aNUs6fP2913OL2W61aNeXQoUPFHnPmzJnFP/AFrFq1SgkMDFQAKM2bN1dMJpPV9aW9RpT0d5CSkqL06NFDiY6OVkJDQ5WGDRsq48aNU7744gu7H8MRI0aUOGf195yRkaFMmDBBadmypVK+fHklMDBQKV++vHLzzTcrEyZMULKysmz+3TRp0qTUuYaEhCiVKlVSWrZsqbzwwgvKjh07rPYxc+bMEh8nZ69XFEU5c+aM8sgjjyhxcXFKcHCwUqtWLeW1115TFi9eXOTfjqIU/zzu169ficfM//d87do1ZfLkyUq7du2UqKgo8/O6W7duyooVK6x+D8UdT8vx2Pv8Uv3yyy/m/XXu3Nnmvw8iItKfQVHsXHaHiIiIfNLKlSvRoUMH8/mZM2eif//++g2IdDN16lQMHDgQiqJgxowZePTRR/UeEpFbZGdno3nz5ti1axfq1auHtWvXum3hByIich7LFYmIiIjIyjPPPIP58+cjMjISTz31FGbNmqX3kIhc7vLly+jatSt27dqF22+/HevWrWOAi4jIyzDIRURERFY9kFRnz54tsv8Q+Yd7770X+/btw5NPPonXX39d7+EQudyCBQtw9uxZzJ07Fz///DMqVKig95CIiMhOLFckIiKft379evTs2dOm2/74449o1aqVi0fkedq3b49Vq1YVed2hQ4dQvXp19w6IPEpaWhpXlyOfd+XKFUREROg9DCIicoJR7wEQERG5WnZ2Ns6cOWPzbf3RypUr9R4CeTAGuMgfMMBFROT9mMlFRERERERERERejz25iIiIiIiIiIjI69kd5Fq9ejXuuusuxMfHw2AwYOHChebrcnJy8PLLL6NRo0YICwtDfHw8HnnkEZw8eVLLMRMREREREREREVmxO8h19epVNGnSBFOmTCl0XUZGBrZt24Y333wT27Ztw48//oh9+/bh7rvv1mSwRERERERERERERXGqJ5fBYMCCBQvQo0ePYm+zefNm3HTTTThy5AiqVq3q6KGIiIiIiIiIiIiK5fLVFS9fvgyDwYDIyMgir8/KykJWVpbVZUFBQTAaLUMLCAhAYGAg8vLyYDKZzJcHBgYiICAAubm5yB+rK+3ynJwcq+Opx8rNzbXp8qCgIJhMJuTl5ZkvMxgMMBqNNl/OOXFOnBPnxDlxTpwT58Q5cU6cE+fEOXFOnBPnxDnZNqegoCCUxqVBrszMTLz88st44IEHil16euzYsRg1apTVZYMGDUK3bt3M5xMTE9GwYUPs2bMHx48fN1+elJSEpKQkJCcn4/z58+bLGzZsiMTERGzcuBHp6enmy5s3b47o6GisWrXK6pfaunVrhIaGYsWKFVbj6NixIzIzM7Fu3TrzZUajEZ06dUJqaiq2bNlivjw8PBxt2rTByZMnsXv3bvPl0dHRaN68OQ4ePIiUlBTOiXPinDgnzolz4pw4J86Jc+KcOCfOiXPinDgnzsnOOXXt2hWlcVm5Yk5ODu69914cP34cK1euLDbIxUwuzolz4pw4J86Jc+KcOCfOiXPinDgnzolz4pw4J86ppLHbksnlkiBXTk4O7r//fhw8eBB//PEHKlas6OghiIiIiIiIiIiISqV5uaIa4Dpw4AD+/PNPBriIiIiIiIiIvFxeXl6hjB0irQQFBSEwMNDp/dgd5EpPT7eq5Tx06BCSk5MRFRWFuLg43Hfffdi2bRuWLl2KvLw8nD59GgAQFRWF4OBgpwdMRERERERERO6hKApOnz6NS5cu6T0U8nGRkZGoXLkyDAaDw/uwu1xx5cqV6NChQ6HL+/Xrh5EjR6JGjRpF3u/PP/9E+/btHRokEREREREREbnfqVOncOnSJcTGxqJs2bJOBSCIiqIoCjIyMnD27FlERkYiLi7O4X051ZOLiIiIiIiIiHxTXl4e9u/fj9jYWLYiIpe7cOECzp49i9q1aztcuhig8ZiIiIiIiIiIyAeoPbjKli2r80jIH6h/Z870fmOQi4iIiIiIiIiKxRJFcgct/s4Y5CIiIiIiIiIiIq/HIBcRERERERERkZ369++PHj16OHz/WbNmITIyUrPxEINcRERERERERORD+vfvD4PBAIPBgKCgINSoUQMvvfQSMjMz3TqOlStXmseR/+eNN95w6ziKMnLkSPN4AgMDUaVKFQwYMACpqal27cfZQJ/WjHoPgIiIiIiIiIhIS127dsXMmTORk5ODrVu3ol+/fjAYDBg3bpzbx7Jv3z6UK1fOfD48PNztYyhKgwYNsHz5cuTl5WHPnj147LHHcPnyZcybN0/voTmMmVxEREQ6OX8eOHFC71EQERER+Z6QkBBUrlwZVapUQY8ePdCpUyf8/vvv5utNJhPGjh2LGjVqoEyZMmjSpAm+//578/V5eXl4/PHHzdfXqVMHH330kUNjiY2NReXKlc0/JQW5pk6dipo1ayI4OBh16tTBV199Zb5u+PDhuPPOO83nJ02aBIPBgF9//dV8WVJSEqZPn27TuIxGIypXroyEhAR06tQJvXr1svodlfY7GDlyJGbPno1FixaZs8JWrlwJADh27Bjuv/9+REZGIioqCt27d8fhw4dtGpczmMlFRESkA0UBmjcHLl2SQFdYmN4jIiIiIiqZogAZGfocu2xZwNHF93bv3o3169ejWrVq5svGjh2LOXPm4LPPPkOtWrWwevVqPPTQQ4iJiUG7du1gMpmQmJiI+fPno2LFili/fj0GDBiAuLg43H///RrNytqCBQswZMgQTJo0CZ06dcLSpUvx6KOPIjExER06dEC7du0wffp05OXlITAwEKtWrUJ0dDRWrlyJrl274sSJE/j333/Rvn17u499+PBhLFu2DMHBwebLSvsdDB8+HHv27EFaWhpmzpwJAIiKikJOTg5uu+02tGzZEmvWrIHRaMQ777yDrl27YufOnVbH0BqDXERERDq4eBE4ckS2jx8H6tTRdzxEREREpcnIAPSqtEtPt+9LwaVLlyI8PBy5ubnIyspCQEAAPvnkEwBAVlYWxowZg+XLl6Nly5YAgOuuuw5r167F559/jnbt2iEoKAijRo0y769GjRrYsGEDvvvuO7uDXImJiVbnjxw5gooVKxa63fjx49G/f388++yzAIBhw4Zh48aNGD9+PDp06IC2bdviypUr2L59O2644QasXr0aL774IhYuXAhAeoAlJCQgKSnJpnHt2rUL4eHhyMvLM/crmzhxovn60n4H4eHhKFOmDLKyslC5cmXz7ebMmQOTyYTp06fD8F9kcubMmYiMjMTKlSvRpUsXm8bnCAa5iIiIdHDqlGX7/HkGuYiIiIi01KFDB0ydOhVXr17Fhx9+CKPRiHvvvRcAkJKSgoyMDHTu3NnqPtnZ2bj++uvN56dMmYIZM2bg6NGjuHbtGrKzs9G0aVO7x7JmzRpERESYz1eoUKHI2+3ZswcDBgywuqx169bmEsHIyEg0adIEK1euRHBwMIKDgzFgwACMGDEC6enpWLVqFdq1a2fzuOrUqYPFixcjMzMTc+bMQXJyMgYNGmR1G0d+Bzt27EBKSorVnAEgMzMT//77r83jcwSDXERERDooGOQiIiIi8nRly0pGlV7HtkdYWJg5o2nGjBlo0qQJvvzySzz++ONI/28SP/30ExISEqzuFxISAgCYO3cuhg8fjgkTJqBly5aIiIjABx98gE2bNtk99ho1aiAyMtLu+xWlffv2WLlyJUJCQtCuXTtERUWhXr16WLt2LVatWoUXXnjB5n0FBwebf0fvvfce7rjjDowaNQqjR48G4PjvID09HTfccAO+/vrrQtfFxMTYMVv7MchFRESkAwa5iIiIyNsYDN7ZRzQgIACvvfYahg0bhgcffBD169dHSEgIjh49Wmzm07p169CqVStz6SAAl2ch1atXD+vWrUO/fv2sxlG/fn3z+Xbt2mHGjBkwGo3o2rUrAAl8ffvtt9i/f79D/bhUb7zxBm699VY888wziI+Pt+l3EBwcjLy8PKvLmjVrhnnz5iE2NtZqVUl34OqKREREOmCQi4iIiMh9evXqhcDAQEyZMgUREREYPnw4nn/+ecyePRv//vsvtm3bhsmTJ2P27NkAgFq1amHLli1YtmwZ9u/fjzfffBObN2926RhffPFFzJo1C1OnTsWBAwcwceJE/Pjjjxg+fLj5NrfccguuXLmCpUuXmgNa7du3x9dff424uDjUrl3b4eO3bNkSjRs3xpgxYwDY9juoXr06du7ciX379uH8+fPIyclB3759ER0dje7du2PNmjU4dOgQVq5cicGDB+P48eMOj88WDHIRERHpgEEuIiIiUl24AOzbp/cofJvRaMRzzz2H999/H1evXsXo0aPx5ptvYuzYsahXrx66du2Kn376CTVq1AAAPPXUU+jZsyd69+6NFi1a4MKFC1YZTa7Qo0cPfPTRRxg/fjwaNGiAzz//HDNnzrTKzqpQoQIaNWqEmJgY1K1bF4AEvkwmk139uIrz/PPPY/r06Th27JhNv4Mnn3wSderUQfPmzRETE4N169ahbNmyWL16NapWrYqePXuiXr16ePzxx5GZmenyzC6DoiiKS49AREREhfTpA8ybJ9v9+wP/rbpMREREfuiGG4AdO4DDh4ECC/HpKjMzE4cOHUKNGjUQGhqq93DIx2nx98ZMLiIiIh0wk4uIiIgA4OJFYNs2IC8P2LtX79EQeTcGuYiIiHTAIBcREREBQHKyZfvMGd2GQT4mPDy82J81a9boPTyX4eqKREREOsgf5Dp3Tr9xEBERkb62bbNsnz6t3zjItyTnj54WkJCQ4L6BuBmDXERERG6Wni4/KmZyERER+S8GucgVkpKS9B6CLliuSERE5GZqFlfAf/+FL18GcnL0Gw8RERHpZ/t2yzbLFYmcwyAXERGRm6lBrho1LIGuCxf0Gw8RERHp4+pV62bzzOQicg6DXERERG6mBrkSEoCoKNlmySIREZH/2bEDUBTLeQa5iJzDIBcREZGbnTwpp3FxQHS0bDPIRURE5H/UUsXERDllkIvIOQxyERERuZmaycUgFxERkX9Tm8536yan588Dubn6jYfI2zHIRURE5GYMchERERFgCXJ17ix9OhUFOHdO3zGRffr3748ePXo4fP9Zs2YhMjJSs/H4Owa5iIiI3IxBLiIiIsrKAv7+W7abNwdiY2WbJYvO69+/PwwGAwwGA4KDg5GUlIS3334buTqkya1cudI8lvw/b7zxhtvHUtDIkSPN4wkMDESVKlUwYMAApKam2rUfZwN9WjLqPQAiIiJ/wyAXERER/f03kJMDVKgAVKsGVK4sAa4zZ/QemW/o2rUrZs6ciaysLPz8888YOHAggoKC8Oqrrxa6bXZ2NoKDg106nn379qFcuXLm8+Hh4S49nq0aNGiA5cuXIy8vD3v27MFjjz2Gy5cvY968eXoPzSHM5CIiInIzBrmIiIhILVVs1gwwGIBKleQ8M7m0ERISgsqVK6NatWp45pln0KlTJyxevBiAJfPo3XffRXx8POrUqQMAOHbsGO6//35ERkYiKioK3bt3x+HDh837zMvLw7BhwxAZGYmKFSvipZdegpJ/ecwSxMbGonLlyuafkoJcU6dORc2aNREcHIw6dergq6++Ml83fPhw3HnnnebzkyZNgsFgwK+//mq+LCkpCdOnT7dpXEajEZUrV0ZCQgI6deqEXr164ffff7ea8+OPP44aNWqgTJkyqFOnDj766CPz9SNHjsTs2bOxaNEic1bYypUrAZT++3QFBrmIiIjcKDMTuHhRtuPigJgY2Wb/DSIiIv+irqx4/fVyWrmynHp0kEtRgKtX9fmxMZhUnDJlyiA7O9t8fsWKFdi3bx9+//13LF26FDk5ObjtttsQERGBNWvWYN26dQgPD0fXrl3N95swYQJmzZqFGTNmYO3atUhNTcWCBQucGldBCxYswJAhQ/DCCy9g9+7deOqpp/Doo4/izz//BAC0a9cOa9euRV5eHgBg1apViI6ONgeWTpw4gX///Rft27e3+9iHDx/GsmXLrLLaTCYTEhMTMX/+fPzzzz9466238Nprr+G7774DIEG3+++/H127dsWpU6dw6tQptGrVyqbfpyuwXJGIiMiN1DeuISFSnsBMLiIiIv+UP5MLsAS5PLpcMSMD0KvMLj0dCAuz+26KomDFihVYtmwZBg0aZL48LCwM06dPNwd05syZA5PJhOnTp8NgMAAAZs6cicjISKxcuRJdunTBpEmT8Oqrr6Jnz54AgM8++wzLli2zaRyJiYlW548cOYKKFSsWut348ePRv39/PPvsswCAYcOGYePGjRg/fjw6dOiAtm3b4sqVK9i+fTtuuOEGrF69Gi+++CIWLlwIQHqAJSQkICkpyaZx7dq1C+Hh4cjLy0NmZiYAYOLEiebrg4KCMGrUKPP5GjVqYMOGDfjuu+9w//33Izw8HGXKlEFWVhYqq3/EsO336QoMchEREbmRWqpYubKUJjDIRURE5H/y8oAdO2RbDXKxXFFbS5cuRXh4OHJycmAymfDggw9i5MiR5usbNWpklbG0Y8cOpKSkICIiwmo/mZmZ+Pfff3H58mWcOnUKLVq0MF9nNBrRvHlzm0oW16xZY7XvChUqFHm7PXv2YMCAAVaXtW7d2lwiGBkZiSZNmmDlypUIDg5GcHAwBgwYgBEjRiA9PR2rVq1Cu3btSh2Pqk6dOli8eDEyMzMxZ84cJCcnWwUDAWDKlCmYMWMGjh49imvXriE7OxtNmzYtcb+l/T5dhUEuIiIiN8rfjwtgkIuIiMgf7dsHXLsmiUm1asllXlGuWLasZFTpdWw7dOjQAVOnTkVwcDDi4+NhNFqHP8IKZIWlp6fjhhtuwNdff11oXzFqfwkn1KhRA5GRkU7vBwDat2+PlStXIiQkBO3atUNUVBTq1auHtWvXYtWqVXjhhRds3pe6+iQAvPfee7jjjjswatQojB49GgAwd+5cDB8+HBMmTEDLli0RERGBDz74AJs2bSpxv67+fRaHQS4iIiI3Ki7IlZEhP3a+fyMiIiIvpJYqNm0KBPzXKdsrglwGg0Mlg3oICwuzuWQPAJo1a4Z58+YhNjbWahXE/OLi4rBp0ybccsstAIDc3Fxs3boVzdR0PA3Uq1cP69atQ79+/cyXrVu3DvXr1zefb9euHWbMmAGj0YiuXbsCkMDXt99+i/379zvUj0v1xhtv4NZbb8UzzzyD+Ph4rFu3Dq1atTKXTwIolIkVHBxs7hGmsuX36QpsPE9ERORGBYNcERFAUJBsX7igz5iIiIjIvQr24wK8pCeXD+vbty+io6PRvXt3rFmzBocOHcLKlSsxePBgHD9+HAAwZMgQvPfee1i4cCH27t2LZ599FpcuXdJ0HC+++CJmzZqFqVOn4sCBA5g4cSJ+/PFHDB8+3HybW265BVeuXMHSpUvNAa327dvj66+/RlxcHGrXru3w8Vu2bInGjRtjzJgxAIBatWphy5YtWLZsGfbv348333wTmzdvtrpP9erVsXPnTuzbtw/nz59HTk6OTb9PV2CQi4iIyI3UIFd8vJyyLxcREZH/UYNc6sqKgKUn18WLQFaW+8fk78qWLYvVq1ejatWq6NmzJ+rVq4fHH38cmZmZ5kykF154AQ8//DD69etnLt275557NB1Hjx498NFHH2H8+PFo0KABPv/8c8ycOdMqO6tChQpo1KgRYmJiULduXQAS+DKZTHb14yrO888/j+nTp+PYsWN46qmn0LNnT/Tu3RstWrTAhQsXrLK6AODJJ59EnTp10Lx5c8TExGDdunU2/T5dwaDY0iGNiIiINNGtG/DLL8CXXwKPPSaXNW4M7NoF/PYb0LmzvuMjIiIi1zKZZIXltDQgORlo0kQuVxRZfTknBzhyBKhaVddhApAm4YcOHUKNGjUQGhqq93DIx2nx98ZMLiIiIjcqWK4IMJOLiIjInxw6JAGu4GAgX5slGAwsWSRyFoNcREREbsQgFxERkX9TSxUbNbL05VSpJYse3XyevEZ4eHixP2vWrNF7eC7B1RWJiIjcJDcXOHtWtosKcp075/4xERERkXtt3y6nRS3I5xUrLJLXSE5OLva6hIQE9w3EjRjkIiIicpMzZ6TfRmAgEBNjuVzdZiYXERGR7ytqZUUVyxVJS0lJSXoPwe1YrkhEROQmaqlipUpAQL7/wCxXJCIi8g+KUvTKiiqWKxI5h0EuIiIiNymqHxfAIBcREZG/OHlS2hMEBsrqygV5armioih6D4H8gBZ/ZwxyERERuQmDXERERP5NzeKqVw8oU6bw9Z4W5Ar6rzN+RkaGziMhf6D+nQUVXJHBDuzJRURE5CYMchEREfm3kvpxAZ7XkyswMBCRkZE4+9/KOWXLloXBYNB5VORrFEVBRkYGzp49i8jISAQGBjq8Lwa5iIiI3MSWIJeiAHzvSERE5JvUlRWL6scFeGZPrsr/Rd7UQBeRq0RGRpr/3hzFIBcREZGbFBfkqlhRTnNygCtXgHLl3DsuIiIicg9bM7nS04GrV4GwMPeMqyQGgwFxcXGIjY1FTk6O3sMhHxUUFORUBpeKQS4iIiI3KS7IVbas/GRkSDYXg1xERES+5/x54Ngx2W7atOjbhIdb3hOcOQNcd53bhleqwMBATYIQRK7ExvNERERuUlyQC2BfLiIiIl+nliomJRX/hZbB4Jkli0TegkEuIiIiNzCZLG9WGeQiIiLyP6WVKqo8bYVFIm/CIBcREZEbXLgA5ObKtvoNbX4xMXJ67pz7xkRERETuwyAXkesxyEVEROQGaqliTAwQHFz4emZyERER+bbSVlZUqUGuM2dcOx4iX8QgFxERkRuU1I8LYJCLiIjIl6WlAQcOyHZpQS725CJyHINcREREbsAgFxERkf9KTpbTKlUsLQqKw3JFIsfZHeRavXo17rrrLsTHx8NgMGDhwoVW1yuKgrfeegtxcXEoU6YMOnXqhANqyJqIiMhPMchFRETkv2wtVQRYrkjkDLuDXFevXkWTJk0wZcqUIq9///338fHHH+Ozzz7Dpk2bEBYWhttuuw2ZmZlOD5aIiMhbnTwppwxyERER+R9bm84DLFckcobR3jvcfvvtuP3224u8TlEUTJo0CW+88Qa6d+8OAPjf//6HSpUqYeHChejTp49zoyUiIvJSzOQiIiLyX/YEufKXKyoKYDC4blxEvsbuIFdJDh06hNOnT6NTp07my8qXL48WLVpgw4YNRQa5srKykJWVZXVZUFAQjEbL0AICAhAYGIi8vDyYTCbz5YGBgQgICEBubi4URbH58pycHKvjqcfKVdd2L+XyoKAgmEwm5OXlmS8zGAwwGo02X845cU6cE+fEOfnXnE6eDAQQgLg4FDmn6GhJrj5/XkFOTq5XzMmWy73tceKcOCfOiXPinDgnreeUmWnAnj2yn4YNc6Aeurg5xcTIe4asLODChRyUL+95c/LFx4lz8vw5BQUFoTSaBrlO/5dPWUnNr/xPpUqVzNcVNHbsWIwaNcrqskGDBqFbt27m84mJiWjYsCH27NmD48ePmy9PSkpCUlISkpOTcT7fV98NGzZEYmIiNm7ciPT0dPPlzZs3R3R0NFatWmX1S23dujVCQ0OxYsUKq3F07NgRmZmZWLdunfkyo9GITp06ITU1FVu2bDFfHh4ejjZt2uDkyZPYvXu3+fLo6Gg0b94cBw8eREpKCufEOXFOnBPn5KdzOnToFgBlEReHYucEAKmpwG+/rUBgoOfPyRcfJ86Jc+KcOCfOiXPSek5nzlRDXl49REXlYu/eFdi3r/Q5lSuXhLQ0YOHCjUhMvOpxc/LFx4lz8vw5de3aFaUxKPnDcHYyGAxYsGABevToAQBYv349WrdujZMnTyIuXz3G/fffD4PBgHnz5hXaBzO5OCfOiXPinDgnX5+TogDlyxuRmWnAv/8CVasWnlNeXgCCg+X8qVM5qFjRs+dk6+Xe9DhxTpwT58Q5cU6ckyvm9MUXAXjuuUB06aJg6VLLfkqaU716Adi/H1i+PBe33KJ43Jx88XHinDx/TrZkcmka5Dp48CBq1qyJ7du3o2nTpubbtWvXDk2bNsVHH33k6KGIiIi81qVLQIUKsp2RAZQpU/TtIiOBy5eBvXuBOnXcNToiIiJypQEDgGnTgFdfBcaMse0+7doBq1cDc+cCvXu7dnxEvsTu1RVLUqNGDVSuXNkqJS0tLQ2bNm1Cy5YttTwUERGR11CbzpcvX3yACwBiYuT03DnXj4mIiIjcY/t2Ob3+etvvozafP3NG+/EQ+TK7e3Klp6db1XIeOnQIycnJiIqKQtWqVTF06FC88847qFWrFmrUqIE333wT8fHx5mwvIiIif1Payoqq6GggJYUrLBIREfmKnBxg507ZtmVlRZXa5rqY1tZEVAy7g1xbtmxBhw4dzOeHDRsGAOjXrx9mzZqFl156CVevXsWAAQNw6dIltGnTBr/++itCQ0O1GzUREZEXsSfIBTDIRURE5Cv++QfIzpZs7uuus/1+aiYXg1xE9rE7yNW+fXuU1MbLYDDg7bffxttvv+3UwIiIiHwFg1xERET+SS1VbNoUMBhsvx/LFYkco2lPLiIiIiqMQS4iIiL/tG2bnNpTqgiwXJHIUQxyERERuRiDXERERP7J0SAXyxWJHMMgFxERkYupQa74+JJvxyAXERGR7zCZgORk2bZnZUXAEuQ6e1b2Q0S2YZCLiIjIxZjJRURE5H8OHACuXgXKlAHq1LHvvrGxcpqbC6Smaj82Il/FIBcREZGLMchFRETkf9RSxSZNAKOdS74FBQEVK8o2SxaJbMcgFxERkQtdvQqkpck2g1xERET+Q11Z0d5SRRX7chHZj0EuIiIiF1KzuMqWBSIiSr5tTIycXr4MZGe7dlxERETkWo42nVepQa4zZ7QZD5E/YJCLiIjIhfKXKhoMJd82MhII+O8/84ULLh0WERERuZCiOB/kqlRJTpnJRWQ7BrmIiIhcyNZ+XIAEuNT+GyxZJCIi8l5HjwIXL0ovrgYNHNsHyxWJ7McgFxERkQvZE+QC2JeLiIjIF6hZXA0bAiEhju2D5YpE9mOQi4iIyIUY5CIiIvI/zpYqAixXJHIEg1xEREQuxCAXERGR/1FXVnQmyMVyRSL7MchFRETkQgxyERER+R81k+v66x3fB8sViezHIBcREZELMchFRETkX06flv//BgPQpInj+1GDXOfOAbm52oyNyNcxyEVERORCDHIRERH5F7VUsW5dICzM8f1UrCgrLyuKBLqIqHQMchEREblIdjZw4YJsM8hFRETkH7QoVQSAwEAgNla22ZeLyDYMchEREbmI+oY0KEi+jbUFg1xERETeTYuVFVXsy0VkHwa5iIiIXEQtVaxcWfpy2CImRk5ZlkBEROSdtFhZUVWpkpwyk4vINgxyERERuYga5IqPt/0+zOQiIiLyXhcvAocOyXbTps7vT83kYpCLyDYMchEREbmIvU3nAUuQ69o1ICND+zERERGR66hZXDVqABUqOL8/lisS2YdBLiIiIhdxJMgVHg4EB8s2s7mIiIi8i5aligDLFYnsxSAXERGRi5w8Kaf2BLkMBpYsEhEReSutVlZUsVyRyD4MchEREbmII5lcAINcRERE3krLlRUBlisS2YtBLiIiIhdhkIuIiMh/pKcD+/bJttZBLmZyEdmGQS4iIiIXYZCLiIjIf+zcCSiK/N9Xe2k5S93PxYtAVpY2+yTyZQxyERERuUBeHnD2rGwzyEVEROT7tC5VBGSFxqAg2WbJIlHpGOQiIiJygbNnAZMJCAgAYmPtuy+DXERERN7HFUEug4F9uYjswSAXERGRC6ilirGxQGCgffdlkIuIiMj7bN8up1qtrKhSSxbZl4uodAxyERERuYCj/bgAICZGTs+d0248RERE5DpZWcDu3bKtZSYXwObzRPZgkIuIiMgFnAlyMZOLiIjIu+zeDeTmAlFRQNWq2u6b5YpEtmOQi4iIyAUY5CIiIvIfaqlis2bSR0tLLFcksh2DXERERC6gVZBLUbQbExEREbmG2nRe635cAMsViezBIBcREZELOBPkqlhRTnNzgbQ07cZEREREruGKlRVVDHIR2Y5BLiIiIhdwJshVpgwQFibbLFkkIiLybLm5wM6dsu3KIBd7chGVjkEuIiIiF1CDXPHxjt2ffbmIiIi8w759wLVrQHg4kJSk/f7Zk4vIdgxyERERaUxRLG9EHcnkAhjkIiIi8hZqqWLTpkCACz5hq5lc6enA1ava75/IlzDIRUREpLHUVCA7W7bVN6b2YpCLiIjIO+RfWdEVwsOBsmVlmyWLRCVjkIuIiEhjJ0/KacWKQHCwY/tgkIuIiMg7uHJlRQAwGFiySGQrBrmIiIg05kzTeVVMjJwyyEVEROS5TCbXZ3IBXGGRyFYMchEREWlMiyCXmsl17pzz4yEiIiLXOHQISEsDQkKAevVcdxyusEhkGwa5iIiINKZlkIuZXERERJ5LLVVs1AgICnLdcZjJRWQbBrmIiIg0xiAXERGRf1CDXK4sVQTYk4vIVgxyERERaYxBLiIiIv/gjn5cADO5iGzFIBcREZHGGOQiIiLyfYri+pUVVezJRWQbBrmIiIg0pmWQKzUVyMtzfkxERESkrRMnZIGYwEDpyeVKLFcksg2DXERERBpSFG2CXFFRlv1dvOj8uIiIiEhbaqli/fpAmTKuPVb+ckVFce2xiLwZg1xEREQaunIFyMiQbWeCXEFBQGSkbLNkkYiIyPO4q+k8YMnkysoC0tJcfzwib8UgFxERkYbULK6ICCAszLl9sS8XERGR53JXPy5AMsXKlZNtliwSFY9BLiIiIg1pUaqoYpCLiIjIc7kzkwvgCotEtmCQi4iISENaBrliYuT03Dnn90VERETaOXcOOH5ctps2dc8xucIiUekY5CIiItIQM7mIiIh8n9p0vlYtaVHgDszkIiodg1xEREQaUoNc8fHO74tBLiIiIs/k7lJFwNJ8nkEuouIxyEVERKQhZnIRERH5PjWTy51BLmZyEZVO8yBXXl4e3nzzTdSoUQNlypRBzZo1MXr0aCiKovWhiIiIPM7Jk3LKIBcREZHvcufKiir25CIqnVHrHY4bNw5Tp07F7Nmz0aBBA2zZsgWPPvooypcvj8GDB2t9OCIiIo/CTC4iIiLfdvkykJIi2+4McrFckah0mge51q9fj+7du+OOO+4AAFSvXh3ffvst/vrrL60PRURE5HEY5CIiIvJtO3bIadWqlv/V7sByRaLSaR7katWqFb744gvs378ftWvXxo4dO7B27VpMnDixyNtnZWUhKyvL6rKgoCAYjZahBQQEIDAwEHl5eTCZTObLAwMDERAQgNzcXKtyyNIuz8nJsTqeeqzc3FybLg8KCoLJZEJeXp75MoPBAKPRaPPlnBPnxDlxTpyT783p2jXg8uUgABLkcnZOFSsaARhw/ryCnBzL+Pk4cU6cE+fEOXFOnJN+c9q8OQBAIJo2tf7/7Oo5xcYGAgjA2bMKsrJyERCg3ZwA33ucOCffm1NQUBBKo3mQ65VXXkFaWhrq1q1r/qW9++676Nu3b5G3Hzt2LEaNGmV12aBBg9CtWzfz+cTERDRs2BB79uzB8ePHzZcnJSUhKSkJycnJOJ/va+6GDRsiMTERGzduRHp6uvny5s2bIzo6GqtWrbL6pbZu3RqhoaFYsWKF1Tg6duyIzMxMrFu3znyZ0WhEp06dkJqaii1btpgvDw8PR5s2bXDy5Ens3r3bfHl0dDSaN2+OgwcPIkXNaeWcOCfOiXPinHxyTqdOlQHQDiEhJpQvH4CtW52bU716rQFEIC3NgF9//QNBQQofJ86Jc+KcOCfOiXPSeU6//toEQBzq1cvAihVr3DanOnUaAkhEbq4BCxeuRvnyOZrNyRcfJ87J9+bUtWtXlMagaNwRfu7cuXjxxRfxwQcfoEGDBkhOTsbQoUMxceJE9OvXr9DtmcnFOXFOnBPnxDn5ypzWrzegfXsjatRQcPCgwek5BQQYERwMmEwGHDmSYy6B5OPEOXFOnBPnxDlxTvrN6frrjfj7bwMWLTLh9tvdO6fY2ABcuABs25aDhg21mxPge48T5+R7c7Ilk0vzIFeVKlXwyiuvYODAgebL3nnnHcyZMwd79+7V8lBEREQe5fvvgV69gFatgHxfUDklNhY4dw7YuRNo1EibfRIREZFjMjKAiAjAZAKOHwcSEtx7/IYNgb//BpYvBzp2dO+xibxBgNY7zMjIQECA9W4DAwOtooNERES+SMum86qYGDk9d067fRIREZFjdu2SAFdsLBAf7/7js/k8Uck078l111134d1330XVqlXRoEEDbN++HRMnTsRjjz2m9aGIiIg8iiuCXFxhkYiIyHNs3y6nzZoBBoP7j1+pkpwyyEVUNM2DXJMnT8abb76JZ599FmfPnkV8fDyeeuopvPXWW1ofioiIyKMwyEVEROTbtm2T02bN9Dk+M7mISqZ5kCsiIgKTJk3CpEmTtN41ERGRR2OQi4iIyLepQa7rr9fn+GqQ68wZfY5P5Ok078lFRETkrxjkIiIi8l05OdKTC9Avk4vlikQlY5CLiIhIIwxyERER+a5//gGys4Hy5YEaNfQZA8sViUrGIBcREZEGcnIsKyAyyEVEROR78pcq6tF0HmC5IlFpGOQiIiLSgPpm02i0BKa0wCAXERGRZ8i/sqJe1CDXuXNAbq5+4yDyVAxyERERaUAtVaxcGQjQ8L8rg1xERESeQe+VFQGgYkV5n6EolgxyIrJgkIuIiEgDJ0/KqZaligCDXERERJ4gLw9ITpZtvVZWBIDAQCA2VrZZskhUGINcREREGnBF03kAiImR02vXgIwMbfdNREREtklJAa5eBcqUAerU0XcsbD5PVDwGuYiIiDTgqiBXWBgQEiLbLEsgIiLSh1qq2LSpZFPpqVIlOWWQi6gwBrmIiIg04Kogl8HAkkUiIiK95V9ZUW/M5CIqHoNcREREGnBVkAtgkIuIiEhvnrCyokoNcrEnF1FhDHIRERFpgEEuIiIi36QonrGyoorlikTFY5CLiIhIAwxyERER+aZjx4CLF4GgIKBBA71Hw3JFopIwyEVEROSkvDxLyQCDXERERL7l0CE5rVYNCA7WdywAyxWJSsIgFxERkZPOn5dAl8FgKSHQEoNcRERE+jlyRE6rVdN3HCpmchEVj0EuIiIiJ6mlijExgNGo/f4Z5CIiItKPpwW51C/ULl4EsrL0HQuRp2GQi4iIyEmu7McFMMhFRESkJ08LclWoIP3BAODsWX3HQuRpGOQiIiJyEoNcREREvsvTglwGA0sWiYrDIBcREZGTXB3kiomR03PnXLN/IiIiKp6nBbkAS8miPwW5FAXYtw/IztZ7JOTJGOQiIiJykjszuRTFNccgIiKiwkwm4OhR2fakIJc/ZnKtXAnUrQs895zeIyFPxiAXERGRk9QgV3y8a/ZfsaKc5uUBly+75hhERERU2Nmz0tw9IABITNR7NBZqkOvMGX3H4U4bN8rpli36joM8G4NcRERETnJ1JldoKBAeLtvsy0VEROQ+aqlifLyl2bsn8MdMrkOH5FTNrCMqCoNcRERETjp5Uk5dFeQC2HyeiIhID4cPy6knlSoC/tmTSw1yXbgAXL2q71jIczHIRURE5ARFcX0mF8AgFxERkR48sek84J/limrAEWA2FxWPQS4iIiInXLxoWeVHfcPpCgxyERERuZ8a5KpeXddhFOJv5Yp5eZbHArDeJsqPQS4iIiInqFlcFSpI7yxXYZCLiIjI/Tw1k8vfyhVPngRyciznmclFxWGQi4iIyAnuKFUEGOQiIiLSg6cGudRMrvR0/+hPpfbjUjHIRcVhkIuIiMgJDHIRERH5JkXx3CBXeDhQtqxs+0NfroJBLpYrUnEY5CIiInICg1xERES+6dIl4MoV2a5aVdehFGIw+FfJohrkKl9eTpnJRcVhkIuIiMgJ7gpyxcTI6blzrj0OERERCTVbKCbGkjXlSfyp+bwa5GrbVk6ZyUXFYZCLiIjICczkIiIi8k2eWqqoUoNc/lSu2K6dnB4/LisuEhXEIBcREZETGOQiIiLyTd4S5PKnTK5WrQCjUQJc6nswovwY5CIiInKCu4NcFy8CubmuPRYRERF5fpDLX3pyZWUBJ07Ids2aQJUqss2SRSoKg1xEREROcFeQKypKThVFAl1ERETkWp4e5PKXcsWjR+X9T9myQGysZREANp+nojDIRURE5KD0dPkBXB/kMhqBChVkmyWLREREructQS5fz+RSSxWrV5dVJdUgFzO5qCgMchERETlIzeIKCwMiIlx/PPblIiIich9PD3L5S7miGuSqUUNO1ceDmVxUFAa5iIiIHKQGueLj3XM8BrmIiIjcIyMDOHdOtj01yJU/k0tR9B2LKx0+LKdqkIvlilQSBrmIiIgcdPKknLq6VFHFIBcREZF7qAGUiAggMlLXoRRLzeTKygLS0vQdiysVl8nFckUqCoNcREREDnJX03kVg1xERETukb9U0WDQdyzFKVMGKFdOtn25ZLFgkIuZXFQSBrmIiIgc5O4gV0yMnDLIRURE5Fqe3o9L5Q/N5/M3ngeAKlXkNC0NuHRJjxGRJ2OQi4iIyEF6ZXKpPUKIiIjINbwtyHXmjL7jcJX0dMv7HjWTKyzM8p6I2VxUEINcREREDmK5IhERkW/ytiCXr2ZyqU3nIyOte6OxZJGKwyAXERGRgxjkIiIi8k3eEuRSm8/7apCrYD8uFZvPU3EY5CIiInIQg1xERES+yVuCXL5erlhckIuZXFQcBrmIiIgckJkJXLwo2wxyERER+Y6cHODECdn2liCXv2VyMchFxWGQi4iIyAHqm8mQEKBCBfccUw1yXbkCZGW555hERET+5sQJwGQCgoMt5YCeiuWK7h0PeT4GuYiIiByglipWrgwYDO45ZvnyQGCgbF+44J5jEhER+Ru12XnVqkCAh39iZiaXe8dDns/Dn7JERESeyd39uAB5o12xomyzZJGIiMg1vKUfF2AJcp09K9lnvkRRSs/kOnkSyM5277jIszHIRURE5AA9glwA+3IRERG5mjcFuWJj5TQ3F0hN1XcsWktNlRYNAFC9uvV1MTHSMkJRLP3TiAAGuYiIiBzCIBcREZFv8qYgV1CQJcvb10oW1bLRypWBMmWsrzMYWLJIRWOQi4iIyAF6BbliYuT03Dn3HpeIiMhfeFOQC7CULJ45o+84tFZcqaKKzeepKAxyEREROYCZXERERL5JDZoULJHzVL7afL60IBczuagoDHIRERE5QA1yxce797gMchEREbmOyWQJmnhLJlelSnLqq0Gu4oKNapCLmVyUH4NcREREDjh5Uk6ZyUVEROQ7zpyR1foCAoCEBL1HYxt/L1dkJhfl55Ig14kTJ/DQQw+hYsWKKFOmDBo1aoQtW7a44lBERERul5tr6YnFIBcREZHvULOCEhKkqbs3YLmie8ZD3sGo9Q4vXryI1q1bo0OHDvjll18QExODAwcOoEKFClofioiISBdnzsiS1YGBlkbw7sIgFxERket4W9N5wDfLFU0my+qKtjSeVxRZcZFI8yDXuHHjUKVKFcycOdN8WY3i/iqJiIi8kNqPq1IlKWdwJwa5iIiIXMcbg1y+mMl1+jSQlSXvs6pUKfo2iYlyeu0acOGC5T0S+TfNg1yLFy/Gbbfdhl69emHVqlVISEjAs88+iyeffLLI22dlZSErK8vqsqCgIBiNlqEFBAQgMDAQeXl5MJlM5ssDAwMREBCA3NxcKIpi8+U5OTlWx1OPlZuba9PlQUFBMJlMyMvLM19mMBhgNBptvpxz4pw4J86Jc/LeOR07ZgBgRFycAsDg1jmVLw8AQTh/XkF2dq7Vt5Z8nDgnzolz4pw4J87JuTkdOmQCEIjExDzk5Ji8Yk6xsYEAAnDmjIKcHMs4vflx+vdfmVOVKgqAXKgPV/6xBwQAlSsbcfq0AYcPK6hY0bPn5I/PJ63nFGRDDbHmQa6DBw9i6tSpGDZsGF577TVs3rwZgwcPRnBwMPr161fo9mPHjsWoUaOsLhs0aBC6detmPp+YmIiGDRtiz549OH78uPnypKQkJCUlITk5GefzfaXdsGFDJCYmYuPGjUhPTzdf3rx5c0RHR2PVqlVWv9TWrVsjNDQUK1assBpHx44dkZmZiXXr1pkvMxqN6NSpE1JTU636jIWHh6NNmzY4efIkdu/ebb48OjoazZs3x8GDB5GSksI5cU6cE+fEOfnAnP78MxFAQ4SHXwFQzq1zunYtEEBnZGYa8PPPKxEamsfHiXPinDgnzolz4pw0mtO2bRcBxCIjYw9WrDjuFXOqVu1GABVx7hzw229/IDBQ8frH6dCh1gAiEBl5EStW/FXocVLnVL78zTh9OhKHDuWhTp1rHj0nf3w+aT2nrl27ojQGJX8YTgPBwcFo3rw51q9fb75s8ODB2Lx5MzZs2FDo9szk4pw4J86Jc+KcvG1Oo0cHYPToQDzxhAnTpgW4dU6KApQrZ0RWlgEHDuRYlVPwceKcOCfOiXPinDgn5+bUqBHw998GLF2aiy5dFK+YExCI0NAAmEzAkSM55kVxvPlxGjs2ECNGBKBfPxOmTbPsv+DYH3ggED/8EIAPP1QwZIhnz8kfn08+kckVFxeH+vXrW11Wr149/PDDD0XePiQkBCEhITbtOzAwEIGBgYUuzx8Qs+Xy4n4x9lweEBCAgIDCjVjsvZxz4pzsvZxz4pwAzqm4Mdp7uaNzOntWzsfHy23cPaeYGOD4ceDy5aBCKz/xceKcAM6puDHaeznnxDkBnFNxY7T3cm+Yk6JYVuqrWdNo9T/W0+cUGyt9rFJTg8yrDpY09uIu95Q5qU3na9YMQFBQ4f2rY1fbfx89aoDB4NlzKjh2Zy7nnIqnebvc1q1bY9++fVaX7d+/H9W8qXMfERFRCdTG8+o3pe6mNlY9d06f4xMREfmiS5eAK1dku2CgyNP5WvP50lZWVKmPkxqcJNI8yPX8889j48aNGDNmDFJSUvDNN9/giy++wMCBA7U+FBERkS48JcjFFRaJiIi0o66sGBMDlC2r71jsVamSnPpKkOvQITllkIvspXmQ68Ybb8SCBQvw7bffomHDhhg9ejQmTZqEvn37an0oIiIiXTDIRURE5HvUIJc3FiGpmVxnzug7Di3k5gLHjsl2aUEu9bFSHzsizXtyAcCdd96JO++80xW7JiIi0pXJZPmWlEEuIiIi3+ELQS5fyOQ6dgzIywNCQizzKo6ayXX2LHDtGlCmjOvHR55N80wuIiIiX3bhgnzDCFhKA9yNQS4iIiLteXOQy5fKFdVSxWrVgNL6jVeoAISHy7aa/UX+jUEuIiIiO6ilitHRQHCwPmNgkIuIiEh73hzk8qVMLlv7cQGAwcC+XGSNQS4iIiI76N2PC2CQi4iIyBV8IcjlCz257AlyAQxykTUGuYiIyGt99RXQuDGwfbv7jqkGueLj3XfMghjkIiIi0p4vBLn8LZMLYPN5ssYgF3kWRdF7BETkJU6cAJ55Bti1C3jySWlQ6g4nT8opM7mIiIh8R0YGcO6cbHtjkEvtyXXxIpCVpe9YnMVMLnIGg1zkOZYsAcqVAz7+WO+REJEXePFF4OpV2d66FZg50z3H9bRyRX43QERE5Dw1QBIRAURG6joUh1SoAAQFyfbZs/qOxVmOBrmYyUUAg1zkSWbOBNLTgaFDgaVL9R4NEXmwlSuBb7+VZqOPPSaXvfoqcOmS64/tSUGuvDzg8mX9xkFEROQrDh+W02rV5P2FtzEYfKNk8do1y/jtLVdkJhcBDHKRpzCZgNWrZVtRgAceAHbv1ndMROSRcnKA556T7aefBj77DKhXT7KaRo50/fE9IcgVEiLfNAOW0goiIiJynDf341KpJYveHORSg40REUBUlG33UTO5jh2Tj5Xk3xjkIs/wzz/AhQtAmTJAu3aS0XX33Ww4Q0SFfPIJ8PffQMWKwDvvSGr+Rx9ZX+dKnhDkAtiXi4iISEu+EOTyhUyu/KWKtmbUJSQAAQFAdrZvrC5JzmGQizzDqlVy2qoV8MMPwHXXySvcfffJqxUREeRN24gRsj12rOUbvs6dgXvukfK9IUNc16dKUTQOcl27ZmksZicGuYiIiLTjS0Eubw70qJlctpYqAoDRKIEugCWLxCAXeYqVK+W0fXtJz1iyRHJUV62SuiR2ViYiAC+9BFy5Atx4I/D449bXTZggZXwrVgALFrjm+JcvA5mZsu10kOvgQaBOHSApCUhLs/vuDHIRERFpx5eCXL6SyWUPNp8nFYNcpD9FsfTjatdOTuvXB+bOlRzVadOkBomI/NratcBXX8nLwpQpkpaeX40aEgQDgGHDJElKa2oWV/nyUl3tsOPHgY4dpXnE6dMOReUY5CIiItKOLwS5fKEnl6NBLjafJxWDXKS/vXtlndvQUOCmmyyXd+sGfPCBbA8dCvz2my7DIyL95eYCAwfK9hNPSCZXUV55BahSRd6oqi8fWtKkVPHMGQlwHT4MBAbKZd9+a/duGOQiIiLSRk4OcPKkbHtzkMsXyhXVIFf16vbdT83kYpCLGOQi/an9uG6+WWqN8hs2DOjfX5bJuP9+YN8+tw+PiPT32WfAzp1AhQrAmDHF365sWWD8eNkeO1b7lHWng1ypqUCXLsD+/fJubNkyuXz5cruXSWSQi4iISBvHj8vHjZAQSzaUN/LnckU1OMlyRWKQi/SnBrnUUsX8DAb5dNuypTTDuftu4OJF946PiHR19izwxhuy/e67luBOcXr1kpeTzEzgxRe1HYtTQa60NOD22yVaV7myBLY6dgRuuEE65s+fb9fuGOQiIiLShhoYqVq1cDsEb+Lt5YqXL1s+6jnak4uZXOTFT2HyCYpScpALkK9UFiyQGqT9+4HevaV2iYj8wiuvyJueZs2AAQNKv73BAHz8sbxJnT8f+PNP7cbicJArIwO46y7gr79kcY3ffwdq1ZLrHnhATu0sWWSQi4iISBu+0I8LsGRypac7vHizrtQsruhoIDzcvvsyyEUqBrlIXykp8qkxOFjKFYtTqRKweLHUIv3+O/DCC+4bIxHpZsMGYOZM2f7kE0sLq9I0bgw884xsDx6sXVzcoSBXVhbQs6cssFGunJQoNmxoub53b4nMrV1r1zszBrmIiIi04StBrvBw+bgEeGdfLkdLFQFLkCs1VYJ85L8Y5CJ9qVlcLVqUvlRZ06aytBogaRpffOHSoRGRvvLygOeek+3+/aVq2R5vvw1ERQG7d0vVsxbsDnLl5AB9+khgq2xZ4OefpTwxv8REoG1b2Z43z+axxMTIKYNcRH5KUYBLl/QeBZFP8JUgl8Hg3SWLzgS5ypUDIiNlm9lc/o1BLtLXypVyWlypYkE9ewKjR8v2wIGWIBkR+Zxp04Bt24Dy5YFx4+y/f1SU9PACgDff1CYYZFeQKy9PonMLF0rZ9eLFQOvWRd/WgZJFNZMrNZUV3ER+6fnnpfx5wgS9R0Lk9XwlyAV4d/N5Z4JcAJvPk2CQi/RjSz+uorz+umRG5OYC994LHDzomvERkW7Onwdee022R48GYmMd28+TTwJNmkiyg9q83hlqkCs+vpQbKorUS37zDWA0SnOwjh2Lv/1998nttm+3eRXZChXkG1tAAl1E5Eeys4FZs2Q5uOHD5b2Roug9KiKv5YtBLn8rVwTYl4sEg1ykn0OHZL1eo9G+OiSDAZgxA2jeHLhwQVZcTEtz3TiJyO1ef11W18nfW8sRgYHA5Mmy/cUXEkNy1NWrlpeaEjO5FAUYNkxS0QICgDlzpOl8SaKjgc6dZdvGbC6jUQJdAEsWifzOihWyIkdoqJwfM0ZeLPPy9B0XkRcymSxBEV8KcvljJheDXAQwyEV6UrO4brwRCAuz775lykgJUFwc8PffQN++fGNH5CO2bJH4ECDN5o1G5/bXtq1UAyoKMGiQ48kOahZX2bJAREQJNxwxApg0SbanT5fG8rbIX7Jo4yDZfJ7IT33/vZw++ijw+efyBeDnnwMPPihZXkRkszNn5GkTEAAkJOg9Gud5a08uRQEOH5ZtliuSMxjkIv04UqqYX0KCBLpCQ4GlSy21TUTktUwmabenKMBDD1n6sTvr/fclOLVunV1tr6zk78ellgkWeSC1b+DkyfIB1FY9esjr2f79NqecMchF5Idyc4FFi2T73nuBAQNk0YqgIOC77yTD/epVfcdI5EXUgEhCgjyNvJ3u5YrvvgvUrCntZT77TNow2PDl3blzQEaGvMdSM7LsxUwuAhjkIj05G+QCgJtuktJFQD5c/u9/zo+LiHQzYwbw11+SKfX++9rtNzFRSiAB4MUXHVtautSm859+Crz8smy/955laUhbRUQAd94p2zZG4hjkIvJDq1ZJu4aKFS3voXr1ki/8ypaV1Vw7d5aabyIqlS/14wJ0LldMSwPeeUd6Js+bJ2XUdetKBPHBB6V3xIEDRQa91FLFhARZr8cRzOQigEEu0suRI5KPGhhY/GpjtnrgAcun1yefBDZscHp4ROR+qanAK6/I9qhRNq5gaIdhw4DrrgNOnpT2NfYqMcg1e7akoAHS4V4NdtlLLVmcO1fS2krBIBeRH/rhBznt0cO6nrtLF2D5cmnWt2GDBMDUFy4iKpavBbl0LVecPx/IzASSkoCRI4H27SVideqUfIH31FNA7dry7WPfvtLWISUFUBRzkKt6dccPr2ZynTjBlaf9GYNcpA81i+uGG0ppbmOjt9+WN3vZ2XLKHFUir/Pmm5Kc0KCB/UlQtggNBT78ULYnTJD3VPYoNsg1fz7w2GOyPXSovB45qls3oFw5WZRj3bpSb84gF5GfMZmABQtk+957C1/fsiWwerW8UO3aBbRpw1WoiUrha0Gu/OWKbl90Va2qefxx6VH655+yxPWffwJvvQXccgsQHCzfOH7zjSQo1KoFVK2KhuMexmP4EjdFH3R44JUrS8lpXh5j/P6MQS7ShxalivkFBABffSVLsZ09C3Tvzn4URF5k+3Zp2wBIs3lX9cS46y7gttskHj5smH33LTLI9dNPkn5vMgFPPAFMnFhCwy4bhIYC99wj2zaULDLIReRn1q+X9Izy5YGOHYu+TcOGwNq1krp68KBkzO/a5d5xEnkRXwtyqZlcmZluXoD+0CEJshsM0lhVFRoqGV2jRslnwEuXZIXYN9+UQHxQEHD8OBomz8GXeAITFtaUB6NfP2DmTEsdow0CAoAqVWSbJYv+i0Eu0ofWQS4ACA8HFi8GYmKA5GR5YbSh3IeI9KU2mzeZpEdp+/auO5bBIAsfGo3AkiXAL7/Yft9CQa4//pBMitxcCXR99plzAS6VWrI4fz6Qk1PiTWNi5JRBLiI/oa6qeNddkg1RnOuuk0BXo0YSFLvlFgmQEVEhvhbkKlNGksIBN5csfvWVnHbsKOWIxSlTBrj1Vsl8X7NGgl7Ll+Pr6q9jLVrDFGgEjh2TrLDHHpPXs+rVgf79pT1EKdErNp8nBrnI/U6cAP79V0Ltbdpou+9q1SSNPyhIelaMGqXt/olIc199Je1jwsKA8eNdf7y6dYEhQ2R76FDJ6rKFVZBr/XpZwSwrSzJHZ82SHoNa6NhRolfnz8s3nSVQM7nOndPm0ETkwRQF+PFH2S6qVLGguDj5UrFVK/kQ2bmzNKUnIjNF8b0gF6BD83lFsZQq9utn333LlgU6dsSIwHfQFmuxbukl4LffgFdflRJso1EepNmzJdBVvbos8FMMNcjFTC7/xSAXuZ+axdW0qaTba611a+Dzz2X77bdlOW0i8kiXLgEvvSTbb70lK+q4w1tvSTr//v3Axx/bdh81yFXj4jbpnXX1qjR6njdP2/pKo1FWSgNKLVlkuSKRH9m8WbIbwsKk7toWFSrIh8WuXYGMDMkAmzfPteMk8iKXLgFXrsi2GhzxBfn7crnF+vWSxBAWZmm7YIe8PEvmVbX6YRKUHzNG9nvxIvDrr7I60U03yY3efltWLCqCGqxkJpf/YpCL3M8VpYoFPfqopeFO//7A1q2uOxYROWzECGmjV7euZFW5S7lyli8BR40qvTlpdrY0xa+Pv1Hz2S7A5ctA27aSOeroOtclUUsWFywArl0r9mYMchH5EXVVxTvukHIfW4WFAYsWAb17Swn0Aw9Yvgwk8nOHD8tpTIwkFPkKt2dyqVlc990nrzl2OnFCXp6Cgor4wjM8XAL7Y8cCGzcCTZrIe6Np04rcF8sViUEucj81yOXKxjsA8P778s3ltWtSTsQlNog8ys6d0mQeACZPLrm9jCs88oh8IZieLhnxJTl9GqiJFPyOzghIvQA0bw4sXeq6d8StWknn1CtXgJ9/LvZmapArPV0azBKRj1IUS5DLllLFgoKDga+/Bp5+Wvb19NPygdHtS68ReRZfLFUELM3n3RLkysy0ZIjaW6r4H7W3fNWqpXR/MBgs34p+8kmRvUvVx5Lliv6LQS5yr9OngX375AWqbVvXHiswEJg7V1JETpwAevSwvfkOEbmUogDPPSfN5u+7D+jUyf1jCAiQ4BogbR42biz+theSj2EFOiIep6SR87Jllq6urhpcnz6yXULJYvnyljeDFy64bjhEpLOdO6UUKDRUyqUdERgIfPop8Prrcv6114AXX2Sgi/yarwa53FquuHixZLhXrepwpY4a5KpRw4Yb9+kDxMYCx49b+hTmk78nF1/e/BODXOReahZX48bSJ8LVypeXJdQqVAD++gv48kvXH5OISvXNN7KgTtmywIQJ+o3jppukuhkABg0qZkHWM2dQ6+mOqIajOBJaG/j9dyAqyvWDU0sWly4tdg1wg4Eli0R+QV1V8bbbpHTHUQYD8M47wMSJcn7CBOCJJ2SVWCI/5OtBLrdkcqmlig8/LF/SOcCuIFdoqGSjAsBHHxW6ukoVOU1Pl55r5H8Y5CL3ckc/roKSkqQ5IQCMHi2NV4lIN2lpwPDhsv366/o3eh07VpKytmyRRRILGTIE4acO4DCqYfQtyy01AK7WtClQp46s4LhwYbE3Y5CLyA+opYr33afN/p5/Hpg5Uz6QzpgB3H8/a57JL/lqkMtt5YpnzkhTeECCXA5Se6PZFOQCgGeekQZeGzYAmzZZXVW2rPRYA9iXy18xyEXupUeQCwCefFL+e506Jan6RKSbUaPkTVetWsALL+g9GnkjOGKEbL/ySoFv/Y4eNWdQ9MSPCK5ZxX0DMxgs2VwllCwyyEXk4/bskZ+gIODOO7Xbb//+EjwLDpZFLu64w7LMHJGf8NUgl9vKFb/5RpZGbNFCvphzkF2ZXIBMUH2PVEQ2F5vP+zcGuch9zp0D/vlHtm+5xb3HDgmxfIodO7bY0h8icq2//7a8F/n4Y9csTOiI556T9n3nzlkSPwEAU6YAeXnYE9cB29EMcXFuHpj6Bu7332VwRWCQi8jHqVlcnToBkZHa7rtHD+CXX6QE8o8/gI4d+WJCfsUfglxFtmLQilqq6GDDeZXdQS4AGDJETufPl/5c+bD5vH9jkIvcZ/VqOW3QwPKpzJ0efli+YUhNBT780P3HJ/JziiJ9r/LyZMHTrl31HpFFcLAl+DZ58n/x+PR04IsvAADfxT8PAO4PctWuDTRrJr80tSdPAQxyEfk4Z1ZVtMWtt0qAq2JFYPNm+SKywAdGIl909arlf6evBbliY+U0N1c++rjEzp1AcrK8ierd2+HdZGXJGmEAUL26HXds1kxer3JzC1XqMJPLvzHIRe6jliq2b6/P8Y1G6ckFSKNVfiIkcqvvvgP+/FP6hU6apPdoCuvSRYJvubny5aAy+39Su1izJhbn3QFAhyAXUGrJotp3gi9pRD7o4EH5EBkYKC9QrnLjjbIaSGKilEa2bg3s3++64xF5ADUAEhGhfZKk3oKCJG4NuLAvl5rFddddTi3Ic/SofBFatqwlOGezoUPl9IsvrPouM8jl3xjkIvfRqx9XfvfeK82cr1wBxo3TbxxEfiY93dJ/69VX7fymzo0mTpQSyhXLTUgf819q15AhOHla/l3qEuRSvx1dswY4dqzQ1WomVzHVjETkzdQsrnbtXJ8FX68esG6dZJAePSoZXpcvu/aYRDrKX6poMOg7FldwaV+u3FxgzhzZfuQRp3allipWr+7A43D33XLHCxeAr782X8xyRf/GIBe5x4ULktIKuL8fF6QWXVEgqwi9+65c+MknwMmTbh8LkT965x1JRb/uOuCll/QeTfGuuw548UXgdvyCiJP7oZQvj7xHHsXZs3K9LkGuKlWAtm1le968QlezXJHIh6llylqtqliaqlUloJ6UJC/aaj9TIh+kBkA89Ys3Z6lBLpdkcv3+u0TPoqOd7j/hUD8uVWCg9MIApExAUQAwk8vfMchF7rFmjZzWrWtZ09ZN8vJkMaJq1YCLFwHcfjvQqpUslf3OO24dC5E/2rdPMqQAef8RGqrrcEr1yivAyyGTAAAbGz6BsxnhMJkkRm53Gr1WSihZZJCLyEcdOwb89ZekNtxzj/uOGxsri24A0qRwxw73HZvIjXy16bxK/cjlkiCXWqr44IPSk8sJTgW5AODxx2XxjH/+AZYvB2B5TE+dArKznRoeeSEGucg9dCxV/PRTWTjo2LH/et8bDMCYMXLltGnS74KIXEJtNp+TI6vT33WX3iMqXdjBXbglaznyEIBHtzyHv/6Sy2Nj5QtDXdx3nxx827ZCfXIY5CLyUT/+KKetW1tSMtylSxd53TGZgIEDXbw8G5E+fD3I5bJyxcuXgYULZdvJUkVAgyBX+fLAo4/K9n9NX6Oj5UtVReE6Gv6IQS5yD52CXMeOAa+9Zjm/ZQss4+jSRerJR41y65iI/MmCBZLRHhJiWb3Q4/030DXRPbEvqzqee04u1qVUURUTA3TuLNsFsrnyB7n+y9InIl/g6lUVS/Phh0BYmPTpUrM2iHyIvwS5NM/kmj9fKmIaNJAVDp3kdJALkG9UDQbg55+B/fthMLBk0Z8xyEWud+mSrAwEuDXIpSjy5WN6unzABvIFuQBLqeJXX0l6KxFpKiMDeP552X7pJaBmTX3HY5Nz58yNVBM+GIqAAMs3gLoGuQDrksV80Sw1yJWVJcuhE5EPOH0aWLtWtnv21GcMiYmWnlwvvfRfzwci3+HrQS6XlSvOni2njzyiScd+TYJctWpJfxoA+PhjAGw+788Y5CLXW7tWPpAlJQHx8W477PffA0uWyBK6n38ul23Zku+z4Y03So8LRQHeestt4yLyFx98IN+eVasmfa68wmefSbToxhtRq18rPP205Srdg1w9ekju/b59li8OIEtuq33OWLJI5CMWLpT3JzfeaElH0MPQoUD9+vIFwOuv6zcOIo3l5FjWn/LVIJdLyhX//Vc+2wUEAH37Or279HTLexenglwAMGSInM6cCVy8yEwuP8YgF7meWqrYvr3bDnnxomWhjVdfBfr0kWDX+fMFXuhGj5ZvIH74Adi61W3jI/IHaqXN6NESiPF4WVnSxA+QD3YGA95+G4iKkot0D3KVKyeNzQCrkkWDgX25iHyOu1dVLE5QkKUJ/Wef8b0S+Yzjx6XVXEiIjovKuJhLyhX/y3ZHp05AQoLTuzt8WE4rVJDWWk659VagYUMpJfjyS2Zy+TEGucj1dOjH9fLL8q1FnToS5AoJkdc8oMD7swYNLN9CvPGG28ZH5OuuXAH+/lu2O3bUdyw2++47eScYH2/+YFmxIvDll0DTpkCvXvoOD4ClZHHuXKtG0AxyEfmQCxeAlStlW69+XPm1by8rqCkK8OyzbEJPPkENfFStKklJvkgNcp07J22InaYolv58GjScBzQqVVQZDPIlJQBMnoxqCTJpZnL5Hx99SpPHSEuzRJXcFORavVoWTQTkVC3jad5cTq36cgHAyJGA0Qj8+ut/yy8SkbO2bJHPQVWrurVK2XGKIk2WAeC556yWw+7RA9i+HWjcWJ+hWenWDYiIkFU11q83X8wgF5EPWbQIyMsDmjTxnGaG48dLNulffwHTp+s9GiKn+Xo/LkC+qAsIkLc4585psMN162RV+vBwafmiAU2DXIAE5KOjgaNH0ezYIgAMcvkjBrnItdatk0+6NWoAVaq4/HCZmcCAAbI9YADQtq3lumKDXDVrAo8/Ltuvv87lyYg0sGmTnLZooe84bLZmjUSyQkMtLyKeqEwZyxvLfCWLMTFyyiAXkQ/Qe1XFosTFAW+/LduvvsoXG/J6/hDkCgy0lGJq0pdLbTjfq5dmfSjUIFf16prsTt4n/ddQtebSSQAkyMWPd/6FQS5yLTeXKo4ZIz2ZK1cGxo2zvi5/kKvQC92bb0pN49q1wLJlbhkrkS/buFFOb75Z33HYTM3ieuQR+erTk6kli/Pnm+sP1EwuTb6pJSL9XL4M/P67bHtSkAuQJasbNwZSUyXQReTF/CHIBWjYl+vaNWnrAAD9+jm5MwvNM7kA4JlngKAglNmyFs2xBdeuMS7vbxjkItdyY5Dr77+B996T7cmTgchI6+sbNpQKpIsXLS+oZgkJUqIEAK+9xn4TRE5QFEuQyysyuQ4elPIgwLIyjyfr2FGiWufOAStWAGC5IpHPWLpUln2rV09WNfQkRqNlcY7p0y0v9EReyF+CXJUqyanTQa7Fi6UNTbVq1qUyTnJJkCs+Hrj/fgDAy2U+AsDm8/6GQS5ynatXLbWBLg5ymUxSYZSTA9x1V9FffgYHW3rqFLk40CuvSI359u3Ajz+6dLxEvuzoUUmLNxqBZs30Ho0NJk+WyNxtt3neh8qiBAVZuuD/V7LIIBeRj1BXVfS0LC5V69ZA//6y/eyz0juMyAv5S5BLzeRyulxRLVV8+GHNOvUriouCXIC5AX33zHmojFPsy+VnXB7keu+992AwGDBUXemA/Mf69VJKU7WqhoXWRfv8czlceLisdG0wFH27YvtyAfIpcdgw2X7zTb5xI3KQ+uV+06bSGsGjpaXJ8okA8Pzz+o7FHmrJ4oIFQGYmg1xEviA9XRbBATw3yAVIP4jISPlScOpUvUdDZDeTydKM3F+CXE5lcp0+bWnnotGqioBUPl+5Ituaf1Rs3hxo3RpBSg6ewVQGufyMS4Ncmzdvxueff47GHrEkFbld/lLF4qJOGjhxAnj5ZdkeO7bk/vYlBrkACXJFRQF79wJz5mg6TiJ/4VWlijNmyDusevWALl30Ho3tWrcGEhMlSPfzzwxyEfmCX36RFXSuu05WVvRUsbHAu+/K9htvaNTRmsh9Tp8GsrMlISkhQe/RuJYmQa6vv5bIYMuWQK1amowLsGRxVa7soi9F/0uyeQZTceLfTBccgDyVy4Jc6enp6Nu3L6ZNm4YKFSq46jDkyVaulFMXlyo+95x8Rm3RQvoMlkQNcm3dWkzbrfLlLRGzkSPlPyAR2UVdWdHjm87n5QEffyzbQ4a4NBivuYAAoE8f2f72Wwa5iHxB/lUVPf316KmngBtukEb5L72k92iI7KKWKiYkSAcAX6b25HIqFv2//8mphg3nAReWKqp69EBahaqIwXlUX/+Niw5Cnsjoqh0PHDgQd9xxBzp16oR33nmn2NtlZWUhKyvL6rKgoCAYjZahBQQEIDAwEHl5eTDli0wEBgYiICAAubm5UPItl1fa5Tk5OVbHU4+V+98qVaVdHhQUBJPJhLx85WwGgwFGo9Hmy31+TunpMP71FwwATG3bIuC/Y2o9p4ULDVi40AijUcGnn+bCZLIEr4qaU+3aBoSGGnH5MrB3b475ywirOT31FIwffgjD4cMwffEFAp57zncfJ86Jc9J4TtnZwLZtRgAG3HSTCTk5HjynpUuBQ4egREUht08fICfHux6nPn1gGD8eytKliBxxAUBFXLgA5OaaoCj+97fHOXFOXj2nzEwYf/oJBgC4917vmNPkyQho3RqG//0Puf37I6BdO99/nDgnn5jToUOBAAJQtar1+xRvnlNxj1OlSvKe7NQpBTk5lvHbPKfkZATt3AkEB8N0333Iy7d/Z+eUkhIAIBDVqysADC752zty10A0+t/L6LJnEnKyHzJ/geBpj5Mv/u25ak5BNkSmXRLkmjt3LrZt24bNmzeXetuxY8di1KhRVpcNGjQI3bp1M59PTExEw4YNsWfPHhw/ftx8eVJSEpKSkpCcnIzz+b6+btiwIRITE7Fx40akp6ebL2/evDmio6OxatUqq19q69atERoaihX/rVKl6tixIzIzM7Fu3TrzZUajEZ06dUJqaiq25Kt5Cw8PR5s2bXDy5Ens3r3bfHl0dDSaN2+OgwcPIiUlxW/mlLF0KW7KyUFmxYo4bjAgCdB8TlevGvH0020AGDF0aDbOnv1TXWisxDk1adIGmzYB//vf32jf/nSRc6rasyfqf/op8kaNQsBjj2HPwYM++ThxTpyT1nPat68csrJaoWJFwGA4iBUrPHhOkyYBAA527owDGzYUOyfAQx+nWrUQkJCAsBMncP7L9wB8gLw84PDhi0hJsfz/9ao58fnEOfnpnGI2bsQN6enIjY+H8aabsHHdOs+fU0QEynftiiq//IJrjz2GMz//jKR69Xz6ceKcfGNOe/e2BRCG0NAzWLFih0/MqbjHKTpa5nr8eA5WrPjD7jnV/eILVAeAu+/GyWvXsDvf53tn57R2bX0AVREdfQVAOZf87Z1q0hTXoSxqXduFvyZORGrTph75OPni356r5tS1a1eUxqDkD8Np4NixY2jevDl+//13cy+u9u3bo2nTppj03weK/JjJ5ZtzwogRCHz3XZh69wa++cYlcxo0KACffx6IWrUU7NgBGI22zWnoUCOmTAGefz4P48aZip5TdjaMDRvCcPgw8P77yBs2zCcfJ86Jc9J6TlOmBOD55wPRrRuwZIkHz2n7dgS1aAHFaETugQPmphze9jiZ3noLge+8A1PXrohc9zOuXDFg714TrrvO//72OCfOyZvnFPjoowj4+msogwfD8NFH3jOnc+fk/dKFCzBNmICAYcN8+nHinHxjToMHG/HZZwa8/HIeRo+27Meb51Tc45SWZkR0tGQvXbmSg5AQO+aUmwtj9eownD0LLFkCU7dums7pzjsD8dtvAfjiCxOefNI1f3sXLwLzKw3FQHyKnG53Agt/LHHsfD55/pxsyeTSPMi1cOFC3HPPPQgMDDRflpeXB4PBgICAAGRlZVldRz6qfXtpPP/ZZ9K3QWPr1gFt2sj2n3/K4Ww1axbw6KPSKkxtG1ak2bNlmeyoKODgQenXRUQl6tsX+OYbYNQo4K239B5NCR55BPjqK+DBB6Whqrfatw+oWxcwGtE84RS2HonG+vXSG5aIvER2tjRzv3wZWL0aaNtW7xHZZ/p04MkngYgIWbgnPl7vERGV6I47gJ9/ltXZBwzQezSupShASAiQkyMrSpa0QFchP/0E3HknEBMjK31p3MCsbl15G7NiBXDrrZru2kxRgBsi9mHb1bpQDAYY9u8HkpJcczDyGJo3nu/YsSN27dqF5ORk80/z5s3Rt29fJCcnM8DlDzIzLcur2RN9slFWlryXAoDHHrP/EKU2n1c99JC8+qamAh9+6MhQifyOVzSdP3UKmDtXtv9becdr1akDXH89kJuL+wzfAwDOndN5TERknz/+kABXpUpAq1Z6j8Z+jz0mL/pXrgAvvKD3aIhKpTaer1ZN33G4g8HgxAqLasP5vn01D3CZTMDhw7LtssbzkPlnV6+Dn9ANBkUBJk923cHIY2ge5IqIiEDDhg2tfsLCwlCxYkU0bNhQ68ORJ/rrL4lEVaoE1K6t+e7HjQP27JEvPT/4wP77160ry9SmpwP795dww8BAYPRo2Z4wgcuWEZXi3Dng339l+6ab9B1LiT79VL7SbN0auPFGvUfjvAceAADckfYtAL5UEXkddVXFe+6R9x7eJiAAmDJFTufOlaAdkYdSFP8KcgGWFRbtCnJdvAgsWiTbjzyi+ZhOn5aPiwEBQGKi5ru3UrUqMAlD5cyMGfKlAvk0zYNcRFi1Sk7btdN8Cew9e4B335Xtjz6SSkJ7GY2S+ABINleJevaUG6enA++9Z//BiPyImsVVty4QGanrUIp37ZqUUQPen8Wl6t0bANAgdQ0ScJxBLiJvkpsLLFwo2/fdp+tQnNKsGfDMM7I9cKCUYBJ5oIsX5W09IMEPf6Bmcp05Y8ed5s+XKFTDhsB/zdq1dOiQnFaponmSWCHVqgHL0Qlno+vLgz9jhmsPSLpzS5Br5cqVRTadJx+lNrpq107T3ZpM0t4rOxvo1s38uc4haslivsUbihYQYImqTZki9ehEVCSvKFX85htJdapWDejRQ+/RaKNqVaBNGwRAQW/MY5CLyJusWSOvSRUrav6+ye3eeUfS7PfuZZsH8lhqFldMDFC2rL5jcReHyhXVUsV+/TRPWgAsQS5XliqqJJhpwE+1hsgFkycD+Zqbk+9hJhdpKzsb2LBBtjV+szZ9urwXDAuTaiNnXm9tDnIBQNeu0uU+M1PewBFRkdRWfC1a6DuOYimK5YPXoEGS1ukr/itZfADfMshF5E2+l1566N7d+1+TIiMtfSTeflu6XBN5GH8rVQQcCHKlpMgqXwEB0o/LBdwZ5FIf63nGh6QM6NAhYMkS1x+YdMMgF2lr82YpB4qOBurX12y3p04BL70k2++84/w/JjXItW2bDYF8g8GSzTV9uqy0SERWTCZpxwd4cCbXihXA339LpPzxx/UejbZ69YIpIBDNsRVBhw/oPRoisoXJBCxYINv33qvvWLTy8MPyxWBGBjBsmN6jISrEH4Ncdvfk+uorOe3SBYiLc8mY3J/JBRw4UVbKggCAVWY+jUEu0pbaj+uWWzRNbR08WHoENm8uCRjOql1bPudmZEhWfaluuQW47TbpnTFypPMDIPIxe/cCaWmS+u+xa4yoWVyPPurBTcMcFBODc407AQCaH/hW58EQkU02bJBv8cqVAzp21Hs02jAYJN0+MFAa6i9bpveIiKz4Y5DLrp5cJpOlVNEFDedVegS5jh0DTE8/K1mzq1YB27e7/uCkCwa5SFtqkKt9e812uXixZPMHBkoilRYLDwUGSo9UwIbm8yo1m2vOHMkGISIztVSxeXMPrbjZtw/4+Wf5ADZ4sN6jcYlLt0vJ4q1nvpXSTCLybOqqinfdBYSE6DsWLTVqZHmdfe45afdA5CHUIFf16roOw63sKldcuxY4fBiIiJAyahdxZ5ArPl4+++XkAKeNiUCvXnLFRx+5/uCkCwa5SDs5OVK/DWjWjystDXj2WdkePhxo0kST3QKwsy8XANxwg6y2qCjAW29pNxAiH+DxTec//lhO77wTqFVL37G4yj33IBMhqJmzF9ixQ+/REFFJFAX48UfZ9uZVFYszcqSUOaWkWPp0EXkAf8zksqtcUc3iuv9+l3Xmz8mRrCrAPUEuoxFISJDto0cBDPmvAf2339q55CR5Cwa5SDvbtgFXr0pDP43qlV5/XRY0rFkTGDFCk12a2R3kAoDRoyUT5Mcfpf8YEQGwZHJ5ZJArNRWYNUu2hw7VcyQuFVW9HH7CHQAA09csWSTyaFu3yqftsDBph+BrypUDJk6U7TFjLGkbRDrzxyCXmsmVni4f1YqVkQF8951su7BU8dgxqYoMCbGMzdXUx/vIEcgKSTffLAumffaZewZAbsUgF2ln5Uo5bdtWVuNw0oYNwJQpsv3ZZ0CZMk7v0ooa5Nq+XVpt2aR+feChh2T7jTe0HRCRl0pPB3bvlm2PXFlx+nR549a4MdChg96jcZmoKGAupGRRmTtX3kESkWdSV1Xs1k37Nzieondvec3NzLRkThDp6OpVmFcg9qcgV3i4JSmrxMSlRYuAK1ckvapNG5eNR415V6+uyUdGm6h9ucyLvqpfen76KZCV5Z5BkNswyEXaUftxaVCqmJ0NDBgg2fz9+gGdOjm9y0KSkqTcPDMT+OcfO+44cqTkvf72m2XORH5syxaJp1SpIn0PPEpODjB5smwPHarpghieJjAQ2BB1B9IQgcDjR+WbAiLyPIpi6cflK6sqFsVgkG8rg4KAJUvkh0hHaoCjXDnfW3+mJAaDjSWLs2fL6cMPuzT65M5+XKpCQa6ePYHERODsWWDuXPcNhNyCQS7SRm6uNCoENAlyffCBZIZERwPjxzu9uyIFBEibLcCO5vMAcN11wJNPyvbrr7PBM/k9tVTRI7O4fvwROH4ciI0FHnhA79G4XHhMGSxEDznzLUsWiTzSrl3SqyokRDK5fFm9esCwYbI9eLBk1RLpxB9LFVWlrrB48iTw+++y/fDDLh3L4cNy6s4gl1W5IiDB9+eek+1Jk/h5zscwyEXaSE6W9Nby5Z3uDr9/v7S+AuQ1Jzra6dEVy6G+XICUKoaGSqP9X3/VfFxE3sSjm85PmiSnzzwjz1kfFx0NfPtfySLmz7ejFpuI3EbN4uraVVLKfd2bb0qq7+HDwHvv6T0a8mMMcpWQyfXNN5KW37q1lLu4kEdkcgGStFCmjHyOXbPGfYMhl2OQi7Shlu21bSs1Mw5SFOCpp6Q0+rbbgAcf1Gh8xXA4yBUfb4n+v/46e9+Q31IUD246v3Gj/AQHS5DLD0RHA8vRCdfCKkoK/h9/6D0kIirIH0oV8wsLAz78ULbHjQMOHNB3POS3GOQqJsilKJZSRRc2nFfl78nlLkUGuaKiLPNVvxQln8AgF2lDo35cM2ZI//qyZYGpU13fPkctV9yxQ1r32OXll+Ub2O3bLW9YifzM0aPyhsloBJo103s0BahvWB580NKMwsdFRwO5CMI/DXrJBSxZJPIse/cCf/8tpTJ33aX3aNynZ0/59jI7Gxg0iKVBpAt/DnKV2JMrOVn6xISEAPff7/Kx6JnJdfGiFB+ZDR4spwsXAgcPum9A5FIMcpHz8vIsKZ5OBLnOnAGGD5ftt992zwtfzZpSYZmVJe857RIdbekz8dZbLAsiv6SWKjZp4mELhB07Zlm9zI9W9VLLu9dX/a9k8ccfZXUNIvIM6pdiHTv6X+fryZMls3bZMnltInIzfw5yldiTS83i6t7d5a9L165ZAm3uDHJFRAAVKsi2VTZX/foSgFcU4JNP3DcgcikGuch5u3YBly7Jq8f11zu8m0mTZDfNmrnvM6nB4ETJIiBBrqgo+WZ2zhxNx0bkDTy2VPGTTyQA37490LSp3qNxGzXItTmkjawalJYG/PKLvoMiIgt/K1XMr1YtyYIHZLXbq1d1HQ75Hwa5isjkysmRflyAW0oV1abzERHyEcqdCjWfVw0dKqdfflkgzYu8FYNc5LyVK+W0dWupWXLQTz/J6fDhTu3Gbk4FucqVA155RbZHjpSUMCI/4pErK169CnzxhWw//7y+Y3EzNch17kIA0Lu3nGHJIpFnOHhQWhwEBEjGhD965RVpxHP8uGWVISI3yM4GTpyQbX8MchVbrrhsGXDunKxCfdttLh9H/lJFV7elKajIvlwA0KULULeufDE4a5Z7B0UuwSAXOU+DflzHj0tCWECAvM64k1NBLgAYOBCIi5OvBaZP12xcRJ4uOxvYtk22PSqT63//k7TQmjWBO+7QezRupQa5zp8H8MB/JYtLlvCbSSJPoJbotW8PxMToOhTdlC0LfPyxbE+YAOzZo+94yG8cPy4VaSEhEs/xN/nLFa1a4qmlin37uiXLQI9+XKpig1wBAZYyoo8+4oJiPoBBLnKOyQSsXi3bTgS5fv1VTm+6CahYUYNx2UFtPr9zp4OJWGXLyvLYgHwrmZGh2diIPNmOHfKciYpy+WrTtjOZLA3nhwxxarVXb6R+bj5/HlL7XauW9ORatEjXcRER/LtUMb+77pKf3Fz5opAfKMkN1BK1qlUlpuFv1EyuzExJWAIgXdgXL5btfv3cMg49g1zFlisCwMMPSz+yf/+1lBeR1/LDpzhp6u+/gdRUCfSoKVEOUINct9+u0bjsUL26fEjPyZGFRRzy+OOyozNnmM1FfkNtOt+ihftTzov166/A/v1SSty/v96jcTurTC6DwZLNxZJFIn0dPy713QYDcM89eo9Gfx99JKuV/Pmn5YsJIhfy535cgDzdypeXbXPJ4rx5kpbfuLGsIOQGHpnJBQBhYcCAAbLN1ySvxyAXOUctVWzdWpbDdkBODvD777LdtatG47KD083nAVktSG2mOn68/MMg8nEe2XT+ww/l9IknpKupn1GDXOnp/y2qqAa5fvutmHXDicgt1FLFVq2kxYG/q1EDmDhRtl95xYk3YES28fcgF2DJ5jKvsPi//8mpGxrOqzw2kwuQzNLAQOCPP6TEh7wWg1zkHA36cW3YIGmz0dFOJYM5xekgFyBZI5UrA8eOWVYpIfJhHtd0fvduYPlyqUMYNEjv0eiiXDlLS43z5yGNVFu1krKgDz7QdWxEfo2lioU99ZT8PnJygD598tVQEWmPQa4CKyweOCAfwgICpB+Xm3hCJteJE/K2qMgbqK/Rau9A8koMcpHjFEWTIJe6uv1tt+lXI69JkCs01LKS27hx7DFBPu38eWlbAEgvPY/w0Udyes89Uj7shwyGAiWLAPDWW3I6dSqzuYj0cOYMsGaNbDPIZWEwANOmyQfLf/8FnnmmQEdsIu0wyFUgyKVmcd12m+UKF7t0SX4Afd6mVaokxTcmE3DyZDE3GjpUTufMkVUnySsxyEWO27NHnvyhocCNNzq8G7Uflx6liiq1+fzu3f+V+Djq6aelaeHevcDChRqMjMgzqf246tQBKlTQdywA5LXoq69kW32D4qcKBbm6dJGa0mvXmM1FpIeFCyV4c+ONllQCEhUqSM/AwEDJgldXeiPSGINc+coVT5ks75nc1HAeAA4fltOYGCA83G2HNQsIAKpUke1iSxZvvlm+vc3KAj77zG1jI20xyEWOU7O4WraU9XgdcOoUkJwsX+bddpt2Q7NXlSrygpub62QJdrlyUs8NAGPH8htJ8lke14/r88/lDUnz5tIj0I8VCnIZDMDIkbLNbC4i92OpYslatQLeflu2Bw4E9u3Tdzzkc0wm6SYC+HeQS03YKr9jtUR5ypUD7r7bbcdXSxX1TLYvsfk8IO+Z1C9LJ02ypJ6RV2GQixynQamimsXVvLkEmfSiSfN51ZAhsoTJli3AihVOj43IE6mZXB4R5MrOBqZMke2hQz1oqUd9FApyAczm8iP8bsXDpKbKCoIAg1wlefll4NZbgYwMoHdvJ9PqiaydPi1vFQICgIQEvUejHzXI1XTXf6WK998vn1ncRM9+XKpSm88D8ntp0EBev8eNc8u4SFsMcpFjNOrHpQa5br9dgzE5SbMgV0yMrOwGAO+95+TOiDyPyWQJcnlE0/l58+QdbHw80KuX3qPRXZFBLmZz+ZTcXCAlRXpafvyxrLPQtStQs6b0GxkwgMEuj7F4sTxgjRsDSUl6j8ZzBQZK+VRMDLBjB/DSS3qPiHyIGtBISHB4MXifUKkSUAYZaH1yvlzgxlJFwDOCXKVmcgHyejR2rGxPmgQcP+7qYZHGGOQixxw4IB+SQkIcTuXIzZVV7QF9+3Gp1L5cmqxi/cILssTZihXA5s0a7JDIc+zbJ4tglSkDNGqk82AUBfjwQ9keOFA+4fu5IoNcALO5vExennwg+O03SVQcOhS44w6gdm157tWqBXTrJsnDn3wCLFsGHDwo/1unTeOXzx7j++/llFlcpYuPt/TkmjxZAoREGmA/LlG5MnAPFiDMlA5cd53b2zt4TZALAO68E2jbVrJK1S8JyWsY9R4AeSk1i6tFC2k874BNm6TMOSrKM1ZnUzO5/v5bsuXLlnViZ9WqAQ8+KCuXjB0L/PijJmMk8gRqP64bb5RYrq7WrAG2b5fXoQEDdB6MZyg2yKVmc3XtKtlcL77othWVqGhqn5gDBwr/HDwI5OQUf9/QUEkMqlXL+mfrVvme5bXXgHr1gO7d3TcfKiAtDfj9d9m+7z59x+Itbr8dGDYMmDgRePRRyepKTNR7VOTlGOQSlSvm4Dl8AgAwPfwIAtzc3sETglw2lSsC8p5p3DjpGThzprwu1a/v8vGRNvT+eELeSoNSxV9+kdMuXSQrVG/x8fJ57/RpeU/VsqWTO3z5ZQlyLVggK1HWq6fJOIn0pga5dC9VXLUK6NtXth95xBLd8XNqf8NCQS7Aks21caNkc02Y4Nax+bO8PFlEbscOSyDr339lvYTihIRICWKtWoUDWgkJ0l+moHbtJEA2ZYo8Pdavl0o50sHSpdIIqG5dfjiyx9ix8vq+dat8YfjHHx7wjQp5Mwa5ACgK4kY+hQRsRAbKILN7f0S59/Dm1RU9JZNLUUpp49qyJdCzpyQrvPIKs0u9CMsVyX4a9+PyhFJFQOPm84C8oe3RQ7ZZN0I+RPem87m5wIgR0qT4xAmgTh3gzTd1GoznUWN9584VcSV7c+lm5kzg4YeB8eOBRYuAf/6RAFdQkPwJ33kn8PzzwKefSvLP4cPA1auSXbxwodzvqafkz75KlaIDXKoPPwQ6dpT733UXcPasu2ZJVriqomOCg4G5c4HwcMnWfecdvUdEXo5BLgCjRiFg9kzkIQD34zucDHLvL+PsWamUMRgsgSY9VKkip+npwMWLNtxhzBjJxliyRF6PyCswyEX2O3hQGvAFBTmc7nTmjHxBB3hOkAvQOMgFAK++Kqdff21D8TeR50tPB3btkm1dMrmOHZNP+W+/LbVejz4qLyYsZzErtlxRxd5cbqcoErwCZLX2yZPli55//5U3/Xv3yvvniROBZ54BOnWSD2OOZjkHBQHz50vG19Gj8kV0SRlj5AJXr1pS1hnksl9SEvD557I9erTly1UiB/h9kOvLL4FRowAA46/7FD/hTnz1lXuHoJYqJiRIlrJeypQBYmNl26aPZnXqWBYUe+klruriJRjkIvupbzRuvNHhxlXLlslps2ay0oen0LT5PCDNxm69VTJPxo/XaKdE+tmyRWJLiYk6LMO9aBHQpIl8kxYRIcHjGTOAsDA3D8Sz5Q9yFflejNlcbrdli7SOCwmRP9nnngNuu036/rqqCqtCBamsKF8eWLcOePppvjd3q19/lUByjRpA06Z6j8Y7Pfgg0L+//NPp2xe4cEHvEZEXUhRLkKt6dV2Hoo+ff5Y0YAB4/XU0/Fi2J02SL1rcxRP6calsbj6vGjFCPvNu3Cip1eTxGOQi+2lYqnj77RqMR0NqkGvPHslY0YSazTV9ejH1Q0TeQ5dSxcxMYNAgKf+9eFFSLrdvlw9AVIga5MrOLuF1jNlcbqUmpNx3H1CxovuOW7cu8N13Uto4a5ZkipEbXLpk6Xd3332lNH2hEk2eLJkUJ05I5i4jtWSnixct/wv1LJPTxZYtQK9e0hTykUeA0aPRrZt8yZKdDQwf7r6heFKQy+bm86q4OGk8D8jnutxcl4yLtMMgF9lPDXK1b+/Q3fPyLJlcnlSqCMhrWEKCvIdKTtZopx07yofya9eAjz/WaKdE+nB70/m9eyUY84msBoQXXpC0lJo13TQA71O2rKTjAyWULDKby23S0qThPKDPAqBdukiPLkAW1PzpJ/ePwa/8849kcW/YIE/ERx/Ve0TeLTxc+nMFB0tNr/q/gMhGaiAjNtbyv9EvHDwI3HGH1MR37gxMmwYYDDAY5AuPwEBJSvrjD/cMx5OCXHZncgHyDzQ6Gti3T8o/yaMxyEX2OXJEfgIDZUlVB2zeDKSmApGROjauLoHmfbkMBlmRA5A3Z2lpGu2YyL0UxRLkcvlzV1GkU/cNN8hydDExknI/frx82KESldqXC2A2l5t8/bV8xqhXD2jbVp8xDBokATZFAR54QJrZkwssWCDfABw4IJ+i1q7lyspaaNrU0vJh+HDJ5CVN/fuvfAnti/yyH9f581Iuc/astHn4/nur907160v/R0AWPHHHY+8JKyuqHApylSsHvPWWbI8cKX0XyWMxyEX2UbO4mjeXb9ccoPZh7dzZM1eE1jzIBQD33CPp9pcuWepWiLzMsWOS8GM0Sj89l0lLAx56CHjsMYkOdOwogS5Pq2/2YDYFuZjN5XKKYnnJHzBAv6o1g0G+Y2nfHrhyRVZcLPFvg+xjMsmHn549pS6qQwd5E+HSF0o/89xzsmpDdjbQp4+GPSVo3Djp8//ii3qPxDX8Lsh17Zo8V/bvl2jOzz9LgKaAkSOld+POne5JTPKkTC67yxVVTz0lzTRPn7akSJNHYpCL7KNhPy5PK1VUad58HpCGKC+/LNsTJ0qPISIvo2ZxNW7s8JoTpVM/GH7zjWSMjhkj9c1xcS46oG+yKcgFSDZXixbM5nKRv/6S+GxIiLRD0VNQkHyZf9118mHjvvskXkBOunwZ6N5dVgAEgKFDgd9+k+xT0o7BIKs2JCbKh/fnntN7RD5h/Xrg9ddle/Jk9zYidxfNglyKIgvgrFvn9JhcJi9P+pVu2CAlM7/8AsTHF3nTihUt33O98Ya8lLlyWGrWlCc0/3cokwuQbLh335Xt999nr2UPxiAX2WflSjl1MMh17pyUKwKeH+Tat0/jysK+feXN2enTwOzZGu6YyD1c2nTeZJJGza1aybvsqlWB1aulwWdgoAsO6NtsDnIxm8ulvvhCTnv1AqKi9B0LIB9qliyRxUlXrZI4Aft4O2HvXgkSL10qkczZs+XbfU9MU/cFFStK/W9AgPyuv/5a7xF5tUuXJB6Slyef3XNzZRE5X6NJkCs7G3jiCVkAp00b4M03Pa++U1GAIUOk0VZwsATk6tcv8S7PPCMLlJw7Z4nTu8KJE0BOjnzZ4vaVuYug/i2cOgVkZdl55/vvlw+LV64A77yj+dhIGwxyke2OH5cmhgEB8gLvgN9+k9fgJk2K/WJBd7Gxlgi/pm0fgoMty5i8/z5X5iCv47Km82fPSnPU4cPlXdC998rKDw72/SM7glyALLPEbC7NXb4s/bIBy+rtnqB+fRlXQID0IZ48We8ReaklS6TB/L598gXW2rX6p+v5g1tusfTFefppICVF3/F4KUWREuojRyS787ff5PJvvpHyNV/idJDr3DmgUyfJJFRrzt95R76t96RMnvHjgSlTZHvOHHmulCIoyLLq7scfSztBV1BLFatW9YzvLStWtCxCcPy4nXcOCJAaX0C+HDx4UNOxkTYY5CLbqaWK119fZG23LdRSRU9vreOSvlyAfAtUsaK8IM6fr/HOiVwnOxvYulW2Nc3kWrFCot6//gqEhgKffSbPjQoVNDyI/1ErpWwKcjGbyyXmzJGWcvXrA61b6z0aa926WeKZzz9vWfGYbGAyAW+/LT1vrlyR1QS2bLG8cSDXe+MNqShIT5f+XKy7tduMGfKv1miU1V/btZMEFUWxlC/6CqeCXLt3SzB7zRr57PPTT5JBWLYssHy5ZPSoae56+uYb4KWXZHviREkfttHtt8tPTo7lu3iteVI/LkDe9jhcsghIr9jbbpNfmq89YXwEg1xkOzXI1b69Q3c3mSxvpD21VFHlsiBXWJikEgPAe++xToS8xs6dktJdoQJQq5YGO1TfGHTuLEGV+vWllvmpp/Trzu1D1Ewum79kZjaXpjyl4XxJnn8eePRR+d/cu7dU3lEp0tIk01St6XruOQnUV6qk77j8TWCgRJGjouTbl1df1XtEXmXPHmDwYNl+912J4QBSrhYYKNW3ntx2yh5Xr1q+7LE7yLV0KdCypSwLWLOmpLPffrvUeG7aBNSuLSvytG0LfPqpfu/p//wT6N9ftocOlRd3O02cKI/94sUSu9OapwW5ACeaz6vee0/+uc+da/kWmDwGg1xkOyebzm/dKh+4ypXz/CoklzSfVz33nKxMuXOnZalJIg+Xv1TR6Q/sR47I68iYMZaaic2bgYYNnR4nCbvKFQFmc2ls0yZg1y5JTvTUCjaDQR7qNm2ktPKuu4DUVL1H5cH275c0VrXfzYwZUusZFKT3yPxTYiIwc6ZsT5woK8hRqTIzgQcekCzTTp2sM3dq15bANwC89ppvfA+rBjDKlZM+7DZRFCn9u/tuyRZs315e1OvVs9ymYUN533LvvfKl3cCBwMMPS1TNnXbtkj5hOTmSvTVhgkO7qVtXpgBIjEzrjiqeGORyKpMLAJo2lX7LgCwu5gtPGB/CIBfZ5tQpeYNnMMg3Fg5Q4zmdOnn+e0I1yJWSIo05NVWhgqVBy9ixGu+c3GbHDuDCBb1H4TaaNZ3/4Qd5Y7Bhg7zr/O47SXlx2XKN/snuIBfAbC4NqVlc99/v2ZW3ISHylKxWTf7f9eoln5WogJ9/lnSXPXukoejq1ZZoAOnn7rstKUn9+gEnT+o7Hi/w0kvy9iUmBvjf/6S9UH4jRsjrwurVvlHGbHepYlYW8NhjwIsvWr6EW7ZMWo0UVK6c1HyOHy9pUF9/LW+S9u/XbPwlOn5cMsvS0uTbiqIeUDuMGCHJkbt3A9OnazhOeGaQy+lMLkDSH4ODJaNXbWxHHoFBLrLN6tVy2qSJHV+FWFP7cXl6qSIg/8vUF+Jt21xwgGHD5EVx7Vr5Ie9x/rykqjdtKiV2ntCLwQ3UTC6Hg1zXrkmT4Pvuk8hxixbSXN6OvhFkO4eCXAWzuc6c0XpYfuHSJWDePNn2pIbzxYmNlR7q4eHAH39ItQv9R1Ek4/TOOyXdrXVrSUvXfPUNctj778v/4/PngYce8rwV7zzIkiWWhSZmzQLi4grfJjHRktHz2mtSzuzN7ApynT0rvZZmzZJg0UcfSZ/Q4ODi72MwAC+8IC+elStLhKh5c+DHH7UYfvEuX5YA14kTkmG2aJGkDjshKgoYNUq233xT2y/5PTHI5XQmFwBUr255wrz8svc/YXwIg1xUumXLgEGDZLtDB4d2kZpqiQV4etN5lcv6cgHyTXC/frLNbC7v8cMPQIMG0qUVkDdE7du7/s2Mzs6ftyxgpfbusMvff8sd1fSWV16RJq6e9G7Hx6hBrgsX7HzPxWwup82ZI7++Bg2knYs3aNRIkhAMBmkt8+mneo/IA6SnSxD+9dcl2PX005YPsuQ5QkKkJ05YmPQmeu89vUfkkU6csCQfPv+8LD5RnFdfBSIiZIXx7793z/hcxeYg165d8j5l3TqgfHkpPxk82Pb+DLfcIt+Kt20rC1Lce6+kzbliJfWsLOCeeySgVrmyjDUqSpNdP/20fH97/rysr6GFrCxLkqUnve3TJMgFyP+IcuUkRfKbb5weF2lEISpOTo6ivPKKosjbO0Vp3FhRTp50aFfffiu7aNhQ4zG60HvvyZh79XLRAQ4cUJSAADlIcrKLDkKaOHNG/hDU50KDBory55+Kcuedct5gUJTx4xXFZNJ7pC7x008yzTp17LyjyaQoX3yhKGXKyA4qVVKU335zyRjJWlaW5c/1wgU77/zLL3LHMmUU5fRpl4zPV5lM8n8OUJSPP9Z7NPZT/+8FBirK8uV6j0ZHKSmWBzIoSF7HyLPNmmX54127Vu/ReJTcXEXp0EF+PddfryiZmaXfZ9QouX2tWoqSne36MbrKAw/IPN5/v4QbLVqkKOHhcsOkJEXZs8fxA2ZnK8oLL1j+Ad9yi6KcOuX4/grKy7NMKjxcUbZv127f//n1V9m90ago+/Y5v799+2R/Zct61tvkgwdlXKGhGoxrzBjZWbVqinLtmhbDIycxyEVFO3pUUVq3trxIP/20omRkOLy7fv1kNy++qN0QXW35chlzjRouPEjv3nKQPn1ceBBymMmkKPPmKUp0tOXN8+uvW94h5uYqynPPWT9PcnL0HbMLvPmmTO+RR0q40bVrirJ1q6LMnq0ow4crym23KUp8vOV306ULAyZuVq6c/OrtfpNqMilKixZy5xdecMnYfNW6dZb44MWLeo/GfiaTojz8sMyhQgVF2b9f7xHp4NdfFSUyUn4JlSvLg0qez2RSlL595XGrWlVRUlP1HpHHePdd+bWEhdn+/yAtTVFiYuR+3hzjbdVK5jBvXhFXmkwS2TcY5Ea33urAt0LFmD9fUSIiZL9xcYqyZo02+335ZUsEatkybfZZhDvukMPceafz+1q2zPL9sCfJyrI89GfOOLmzq1cVJSFBdjZxoibjI+cwyEWF/b+9Ow+P6XrjAP6dmWwiJGLfYl9rF0uKUjulamltVbtaS/vTTSlFqapaSikqqlRVUVtVUYLYl1AklkjsSUiIJLLOPb8/3t7chIhJcmfuLO/neeZJMknuPXeWM/e+5z3v2b5dCG9veqMWKPCcTwbTGY2UwAEIsW+fSm20gJgY5fr8wQMz7eTsWdqBXk8jx8x6REQI0aOH8iKoXVuIU6ee/TtJEmL+fOWTslMnOju0I+3a0aF9/72gwN6VK0Js2iTEtGlC9OpFKV5yVuLTNxcXGkI1GrU+DIdTsSI9Bbm6Rudsrlx55x162AYN0roluZeYKETTpkr2pi0G63JFvuCV+7KmTYW4c0frVrGcePyYMnEA+vy2prQRjRw5QuNzgBD+/jn73/nz6f9Kl87TOLem5LjDsWNP/SIpSemw5UFKtVPWQkKEqFlTGST99tu8vSYXL1bau3q1eu3MQkgIxdGAvMfSli1TL2CmNvn1ceKEChtbuZI25u3tQB+c1ouDXEyRnCzEBx8oHWjDhqoEXk6fVrJqk5NVaKcFyedKZp1h1akT7eTdd824E2YySRJi3Tol0OvkJMTUqS9+8W7ZokzLq1NHiFu3LNFa85EkIe7eFcZdu8Ukt3liFQaJhBoNlWPM6ubtLUTLlpTdtmwZRVdiY7U+EofVuDE9LVu35uKfOZsrx2JiaNoDQBeWtuzePSHKllWSMO0wQTWz+Hgh3npL6cuGDTNtThezPqdO0RTT9JEZx/XwIc2eAmiGW07jK4mJSj/wzTfmaKF5ZczUyTRjMCJCCD8/Jfi0eLH5GhEXp0wvBGhgMDcDoZs3KwczY4b67czChAlKBlZePgPk5LOxY9Vrm1rkl8Hvv6uwsdRUIWrUoA1++qkKG2R5wUEuRq5fV66IACHee0+1E7yZM2mT3bqpsjmL6tOH2j5rlhl3EhCgZLzksuYZU8ndu0K8/rryPqhXL2f1Dk6eVNIWS5UyS60Es4iNpavyH36gs5CWLYUoXPj5wSw3NwqCDxxIZ767d9Njx6PmVkWebvDjj7ncAGdz5cjChUrSpz28Fc6coRoqgBDjx2vdGjO6fp0GJuRBjaVL7eMJdGTffkvPp6urEOfOad0aTUiSUhGjQoXcjzf9+CNto3Bh2xuzCg1VXgbpyeRBQTSdFaBpyZaoEypJQnz3nRJ8rVZNiIsXTf//wEBlBGXECIv1TzExyqlgXuKA8vjBvHnqtU0t8ntEtRmGW7cq5023b6u0UZYbHORiNO3I01Pp8LdsUXXzzZvTppcuVXWzFjF3rpL1bjaSpBQNsKWiZfZEkoRYs0apw+LsTCNluUldDw+nYS+5AMbOneq3Vw23blH2oDzMm9VNrxePSlQTG9FT/OgzjfqKy5dpyiKzenItxDlzcrkBzuYymSQps1LMmRRgaZs2Kd2BLdflea49e5Ss3eLF1aubw7QlSUJ07kzPa40adldCwBRycMrJKYupejmQmipE9eq0rc8/V699lvDPP9TuKlX+u2PLFjovk+9Uo6p6Thw5osyPy59fiF9+efH/hIQofVSXLhZPq12yREnUz22Zu0aNaBubN6vbNjV89JHKAzmSpFz4Dh2q0kZZbnCQy5ElJWUumt2kiRBhYaru4uFDpRZAeLiqm7aI/fup7T4+Zt7R9u3KnE4ulmpZt28rKS/yNN3z5/O2zUePhGjbNj1QJJYsUaetaoiOpmCqPCoo30qVomLxEydS8fjTp4V48kS8+y79euJErRvOckpe4ClPzx1nc5nk0CHlYXr0SOvWqGvGDOVi+cABrVujEkmiLFS5/lajRrY/xZxlFhVFBb8Byk5OSNC6RRYTHKxkYX71Vd63t3GjcooaFZX37VmKvz+1u20bSVn9DqDzM63OtaOihGjTRmnLuHHPL4cREUFpeHIfFR9v2bYKiqnJC83mNhAkr91kjZMb5DJn3buruFF5BRq9PmcZe0xVHORyVFevCtGggdLJTpxoljWCf/tNGUizRbGxykNk1g92SaI5Lhaca+/wJEmIVauULEYXFzoJUmuULCVFiCFDlBfQBx9omwGVkEDHJx8vQEtb//VXtqsJ1a2rYr0CZlGzZ9Nzl6ci6JzNZRJ5RcLBg7VuifokSZm6X7gwTQGyWpJEUcaQECoFsGGDEIsW0aq4Q4dSJoSvr5JNIb9BeMl3+3TypLLMbPv2DvE8JyYqn9tt26qz5osk0fgfQHWabMW0aUK4IlEcqfS28n4fM8Ys1zs5kpYmxKRJSpv8/J4NssfFKQ96xYoqLP+Xe3//rQx0BAfn7H/j4pTDtMYBIDnHoGFDlTfcvTtt+PXXVd4wMxUHuRzRr78qy9oWLizEjh1m25V8jf/++2bbhdlVq0bHsGuXmXe0bh3tqEgRhxpx1MTNm5S1JH/yNm5sntEW6anRw+7dLf/cpqRQEXh5RBug+jM7d76wrkN8vJLowKUFbM+KFcoMhzzhbK5sRUdTzRcgm2lBkkSjPn5+lDk6Z44QR49qf7FloidPlCknNWtauDaPJNEOr1wR4uBBSiv57jshJk8WYvhwIbp2pT7cx0d5Iky5OTvTdrj+ln0LDFSmqHXpYnsrIOXQ+PHKqaSaZV7lQIeLixA3bqi3XXMa3/ueOIL/loo1GKxvIYJt25SBx6JFlSXoU1OVRamKFKG+T2Ndu1JzOnfO2f+dP0//V6iQedqVV+fOKQ+zqoKDlalMPA1eE6oHuWbNmiV8fX2Fh4eHKFq0qOjWrZsICQlRezcsN548oYKF8gle8+ZmTc+XJJoBBVimrqO59O9voQSr1FQarQGogjHLlfh4GrT/4gu6Nn/wIMMvJYkKy8hBXldXIb7+2vw1DtavVy6+GjV6apkfM5EvqqtUUd7zFSoIsXatyUO7Bw7Qv5Uubea2MrPYsoWev6ZN87ghzubK1vz59NDUrfuceEl4eOYp0Rlv7u6UbjFjBmUeWXGmyZ07ymd6165miA1FRtIiFnPm0GpkTZoIUb78s1OrTbkVKEB9X/PmtJrZmDFCTJ9O/f/WrUIcP/7UhwOza/v3K6+jnj3tdrlQOSsFUL8cqCQJ8eqrNpSxeuaMiHClpSGT8hcSYu9erVuUtWvXlNQ7vZ4GRocNUwaW8lJQTUVXrih183My6C/XYW/QwHxty4uHD5X3jOpj0PI1t58fD6ZoQPUgV4cOHYS/v7+4cOGCCAoKEp07dxY+Pj4iXoN5xCyD4GBlOpxOR1EAM3/IBwUp5/C2vBK3vEiPRVaHXLqUdla2rM2M8FuThATlJCzjrWJFIcZ2DRfhVdtlTg/Pad51Xhw+rCxTU66cEBcumG9fe/Yoae7yCOGiRTkewf7qK+WagNkeuU5U5coqbIyzubIkScqK4c+U3ktNpQ8QOYvE2Zk+e7/9lj5Q5GLCGW+urjSNePJkeh9b2bnTyZNKvP7PP3O5EaORSib89htN2encWYmeZXfz8BCiUiUhmjWj1WBGj6bRjGXLhPjjD8qMCwujAT3GnrZ7N6UhAUL062d3C6jcuaPUPjLXlMKjR5VYzKVL5tmHKjZtSi9KFoxq4vha7TOhsvXkCU2bztjf6fUUIbIiH3xATatRw/RLlAULrP88Up7RrPolwd27SnE8a6y6b+dUD3I9LSoqSgAQAQEB5t4Ve541a5ST7GLFLJZWJdeDyfNUGY0dPGjBbJbERFrhCRBi9WoL7NB+JCQI0bq1Mojfty8N5OtgFCPxvXgMDyEA8QRu4n+6eaJe7TQxbBgN7J89a6GB3atXlcwqT0/1RxZPnVIK3ssXhdOm5XplKbmkwNy56jaTWUZwMD1/Xl4qbIyzubIkfz64uz9Vb+TMmcyB5ubNn50SbTQK8e+/VPn2rbeUvj/jzcmJUvE++ohKC1hBURN5QYP69U1ICk1Kon5p5Upa6KZZM+qXsgpi6XRCVK1Ka7rPnk0XqkeOUBEwKwv2MRu1bRu9pwCqp6FGwSorkJamnP/Uq2fegeVu3aw4aCFJQsycmd6n/K1rLzzxUO01tcxDnmkgB2KtbWqloKwnOZC6aJFp/yNPn7XmxYvkwvq7d5th4599RhuvVs1uM0itlU4IIWBG165dQ5UqVfDvv/+iVq1az/w+OTkZycnJme5zdnaGk5NT+s96vR4GgwFGoxGSJKXfbzAYoNfrkZaWhoyH8aL7U1NTM+1P3ldaWppJ9zs7O0OSJBiNxvT7dDodnJycTL7fIseUkAAxZgz0a9YAAKRWraBbtw4oWdIix9S2rQEHD+rx3XcSxo613ecpMdGAggUFhNDh5s1UlChh3teefu5cGD77DKJGDaSdPQvo9aofk729n5KT9eje3YC9ewEPD4GdO43w8xMw3LgB45ARcD60HwBw0bs5Rhh+xJH7VfG0fPkEGjQAGjXSoUGDNPj6ClSqBOh0Kh/T/ftA9+7QBwZCODlBWroUhmHD8vY8Xb0Kp2nToNu4EQAgnJ0hjRwJ6ZNPYChRIlfPU2pqGsqXd8K9ezr8808aXn3V9OfDkV571nxMDx4ApUo5AwBSUgCDIY/HtGcP9K+9BpEvH9KuXAGKF7f4Mb2o7ZZ+ngYONGD9ej2GDBFYuRJIi42Ffvp06BcuhE6SIDw9ga+/RtrAgS/uywE4hYVBOnAACAiA7tAh6G7dyvRYCL0eqFMH0iuvAK+8AkPLljAWKmTR196jR06oVAmIi9Nh3bo0vPkmbcs5Lg7S2bMQZ89CFxQE3blzQEgIdE/9PwAINzfoateGqFsXUt26EHXrQtSqBX3Bglb7fpJZy2uPjyl3x6TfvBmGfv0ASYJx5EhICxcCOp1NH9PXX+sxebIB7u4Cx4+noVq1/47VDMd04QLQsKEThNDhxAkBX18LvvbS0qCPjYXh4UMYo6IgHjwAoqOhi46G/uFD6nP+/hsA8HjQWHivng+hNyApSQedTvvnyaT305Ur0EVEQDRvbpWvvaVLJYwerUehQgLBwWkoXDj7Y3r9dYHt23VYtMiIkSMlqzymzp0Fdu3SYdmyNAwZItTt9+LjISpWhC46Gmnffw8xbJj1vvZsqN9zdnbGizi98C/yQJIkTJgwAc2aNcsywAUAs2fPxhdffJHpvnHjxqFz587pP5cpUwa1atVCcHAwbt++nX5/5cqVUblyZQQFBeHBgwfp99eqVQtlypTBsWPHEB8fn36/r68vihQpgoCAgEwParNmzeDm5oZ9+/ZlakebNm2QlJSEwMDA9PucnJzQtm1bxMTE4NSpU+n3e3h4oHnz5rh79y4uXLiQfn+RIkXgmy8fbkZHIyQ+Pv0k19zH1MLbG+6DBkEfHAyh1+Nav34I7dMHbYoWRVJ8fN6PydcX169fx7Vr17J8ni5fvofAwDYAgJo1bwIob/3PUzbHVLFiMkJD3eDvfx6NG98362vPUK0a2np6QhccjH9nzkRUs2Zme55s8v301DElJ+sxZ87LOHrUA/nyGTFt2kk8iY/B1fE7UH31ajgnJsLo5oYrgwbhVteumKK/jsKFPXD7dils3nwLFy7kw9WrnkhIcEZgIEDNo66xQIEUVK0ai9atC8LPz4DExEPw9k7J2zElJ+PSRx+h1vz5KHXgAAzDhwPh4bg+cCCuhYbm6HmKu3IFldatQ5m//oJOkgCdDlHt2yO4b18kFi8OnD8PXxeXXD1Pf/xxGvfutYJeLyEh4SCA1vzas7FjMhoBna4DhNAhJgZITc3jMVWpgspNmkB3/Dhujx+Py8OHO/TzFBOjw++/twIADBjwBMbt+5A2fDjyRUUBAO698gqKrF2LJC8vBO7fb/oxubvjgo8PMGAA8kVGwic8HBVu3ULK3r1wuXEDCAqCISgIWLQIAJBauTKiqlVDTO3aeFi7Nso2bmze117r1pjyTjgOLwlGxMjjiP7uADzDrsM5MhJ6ZMHbG0k1a+Je8eJ4XLEi4ipVglvduvBt2hSh167R85SQABw/btXvp2eeJzvoIxzymCpVgu+aNRADBsCwbBluRkXh8rBhKFO2rE0eU3CwJ6ZObQoAmDIlCrdvn4XcfJOfJ0lCgbAwVPHxQbHSpXH+/HkkJCdDODlBGAyoXb8+vIsXx5HAQKQC6NyyDvYc8MEnH+nw19+6XB2TLjUVLnFx8ExNRYNy5fDw8mVEXLwI58eP4fL4MTxSUlAEQMrt2zDevw+Xx4/hnOFxNiBrksGAS6NHY0+FfjDCCaVLpsHZ2QmHD1vBay8n76d9+6zytdep012UL++J8PACGDHiLqZMuZ/tMYWEJANww6NHZ7Fv3wOrPKYiRRIAeCAgIBzlyl1Tvd8L698fFRctQtpnn+FQyZKo37y5db/2TDgmrfu9jh074kXMmsk1atQo7Nq1C4cPH0aZMmWy/BuHyOTy9QXOnYNwcQHKl4eoVAmoVAn6ypVhLF8eUoUKQIUKgJtb3o9JCOhWr4ZhwgToEhMhSpaEcc0aiJYt1T2mF0SDN20S6N3bCVWqCISECNt4nrI5pgEDJKxdq8eUKUZMmWKBkYipU6GbPRuSry+MgYGUTqTyMdns+ynD/UlJQK9eBvz9tx758wM7dhjR3O0k9B9+CP3hw/RPLVsi7YcfICpWfO4xSRJw9Spw+rQBp0/rcfy4hKAgHVJSdHha2bICvr50699fDx+fXB6TENBPmwbD7NkAANGnD9KWLwfc3F78PD1+DGnOHOgWLYLuyRP6/86doZs9G2k1a6ryPP36qxH9+jmhXj2BEyfS+LVno8dUsqQToqN1uHABqFFDhWP6+2+gU6dM2VyO+jwtXKjHhx8a0LrmPeyt9T50v20AAAgfHxi/+w6iUyf1j+nWLcrwOnwY+sOHobt4EU8TlStDV6QIRFoahCRBZzQCkkTnB0YjhCQB8n3/fa+TJAj5vqd+9/R9ugxte2bfFSpQVtZ/N9SvD6dy5SAJYRfvJ5OfJz4m6z+mFSugHzECAGD85BNg5kybO6bYWKBRIyeEh+vQty/w888SJCkHz1NSErBhAwxz52bZl5hCULo74OxMX7P63mAAnJ2hMxggYmOBBw+gy3CBnGNeXhCFC0N4ewNFigDe3tAVKQJdkSJIa98eon59bNigw4ABTmjRQuDgQZ11vfZs/P20d6+EDh2cYDAInDljRJ06WR+TXm+Ap6dAXJwO58+nonp16zym2bMlTJqkx9tvS1i1yqj+85SQAEPt2tCFhcE4bRp0U6bwa88CmVxmq8k1ZswYUaZMGXH9+nVz7cJ2NGyoLEnxvJtOJ0SZMlRwdvBgmlO+fr0QJ07Q+uSmePxYWQoQEKJ9e1qtSAPDh1MT3ntPk92rbuFCC9cXi4xUVgKy1hVhNJaUpKyw7O4uxImfLlGRCPn1nz8/VYLOZc2N5GQqJfP99/SWfOkleptmfNsWKSLE5ct5PJBVq5QaIc2bC3H//vP/NjGRCmRlLFjt50eFgVQmFxgdNUr1TTMLql6dnscDB1TaINfmEkLQw1C9qlEMw3KRlM+LHg+9nt44cXGWa0hUFBW0HT+eimQ93UmZ6+bsLCJL1xOrMEh87rlAJO0JoIItjNmSxYuV1/TMmVq3JkckicrXAbRwco7K9SUm0oIN8ore8jlT+fJ0LVKiBC2U4+lJ97u4UP+mdj+i19OJVLVqVK/v9dfphOvDD2nlmxUraJnggwep0n1kpMl1jeSFc95+OzePLnsRuTZbx47P/5sHD5Sn2prXA/nlF2pjy5YW2EmBAvS5zcxO9UwuIQTGjRuHLVu24MCBA6hSpYqam7ddRiNw6xYQGpr1LS4u+//38gL+ywB75la6NHD+PNC7N3DlCo2YzJwJfPRRphogliIE4OMD3L4N7NoFmJBRaPWOHAGaNQNKlADu3bPQTseNAxYvBtq0AfbutdBObUNyMtCzJ7BzJ1DV9QYOvPoFSv79E2Ua6HTA228D06cD5curut+4OODMGeDECeCnn4CLF4Fy5ej1UapUHja8bx8dUGwsULky8OefQMa+My0NWLMGmDoV6fMQatYEZs8GunZNz/RTU/PmNHXzp5+Ad95RffPMQlq0AA4fBn7/nV5iqvjrL6BTJyBfPiAsLL02lyM5uSYYSQNHoAX+yxht0ABYvhxo2FDbhj16RB1UYiKdC+j1dJO/f97XnP6uUCEkSS6oWpVObebNAz74QNtDZyxX5s0DJk6k77/5Bvjf/7Rtj4n8/YEhQyhZ6vBhoEkTE/4pLg744Qc65ogIuq9IEeD994HRo+laIzuSROcjaWmIupOKhnXTkJKYhjUrU9GhDd2P1NT0v0n/PuN9np5A4cJ08/Iy23XK6NHA0qXAZ5/RJRFT17VrdBqamkrn4hmqDKU7dQpo1MjC1065EBhI57wVKgDXr5tpJ5JED8aZM8B77wELF5ppRyyd2lGzUaNGCU9PT3HgwAFx79699NsTaw7hak2SKHvj2DEh1q0TYvp0IQYOpKyOkiVfPBLi4qJkipUpQ+vGa+jff6kpbm7WHbnPiYQEZRDrzh0L7TQ8XMnwOXHCQju1fsnJQnTtKkRRRIrFhveE0dlFeS9060YvQAuIjBSicmXabZ06KiQxXLwoRLlytEFvb3ofSxJladSooRxj2bJC+Pubdfnz5GQlkTAkxGy7YRbwxhv0PC5dquJGHTmbKzFRiM8/F6l6+sxNcnIX4ttvHXbVpJUr6WVQuLAQsbFat4axXJoxQ/mMXbxY69a8UEgIZbADtBDpCz14IMTnnwtRqFDmc4mFC+kEN5cmTaJN1axp1lOSXOncmdq2fLnWLbFfEyfSY1ytmhApKc/+/rfflAkH1uzmzfQEZfO+jvfsUXYUGmrGHTEhhFA9yAUgy5u/v7/au3IcCQl04f7HH0LMmyfE6NFCdOhAV9hyEESeS/fggdatFV9/Tc3p1Enrlqirdm06rq1bLbjTd96hnfboYcGdWq/kZCH6dn4kpmOyiEN+5bX/6qtCHD1q8fZcv05Z/QDNNE5MzOMGIyKEaNRICV43aKAco7c3vf/zvJMXO3mSdlmokN2ssO6whg2j53LGDJU3vGsXbThfPnrdOoIDB+hs/r/35Ha8Js5tC9e6VZpKTRWialV6SKZN07o1jOWBHLEBKHprpZKShKhXj5rZps0LPqNv36Yp1PkznC9VrUplEpKT89yWhw+VuNlPP+V5c6p66SVq1+7dWrfEfj16JETRovQ4L1jw7O/nzKHf9etn+bblRFqaEAYDtfX2bTPvrH172lHfvmbeEVM9yMUsLDWVrrQvXqTRdSvQujW9fxcu1Lol6ho0iI5ryhQL7vTCBdqpTidEcLAFd2x9Uh4liNUvfS0eIEM9qkaNaGREw9d+UJAQBQtSc7p3V2EUKCGBNiQfo7u7EJMn57DgRt7IZUqyq7XAbMMnn9BzOX68yht2pGyu6GghhgxJf0/GFygu3sQG0aC+dXzmam3DBqXUSHYlBRmztKQkIe7eNfGPJUkpRqnTCbF2rVnbllsTJlATixTJZmbB1atUHNclQ6Z7/fpCbNyoeqqKXPuqfHlV4maqkCQlrsfZ6Oa1fDk9zl5ez+ZZjBxJv/vsM23alhPyRIojR8y8ozNnlPfkqVNm3pljs3zBJqYuJyeaRFyzplnq8uRUXBxw6BB936mTtm1Rm68vfc2wqqn5vfQS0K0bdYdz5lhwx1YkNRXGJcsQV6IyBl78CIURg3ifGsCmTcDx40Dbtpq+9uvWBbZtA1xdgS1bqA5EniodursDGzcCX31FdfVCQ4EZM6iOhYUcO0ZfTarxwaxakSL0NcMK0OrQ6YBp0+j7778HIiNV3oEVEAL45RegRg1g1Sq6a8S7aFksBBvxFt4dqf1nrjXo1QuoX58+//9bLJYxzRmNVBPWxwf4+28T/kGno5pc8of4O+9QMUMrsnMnsGABfb96dRa1QM+fB/r2BapVA1asAFJSgFdeoTqKp0/Tm9VgULVN48YBJUsC4eFUltAaxMQACQn0vY+Ptm2xd0OG0Hnwo0dUNjajsDD6WqGCxZuVY+XK0dcbN8y8o/r1gf796ftPPjHzzhwbB7mYqv75h4oQVqqUuW62PcgY5FJ3uYYX+PRT+rp2LXDzpgV3rDFJAn75BaJGDRjGjoJ30j2EoxzOf7AaHtf/BXr0sIrALgC0bEnXwjodneR98UUeN2gwAB9/TIHNEiVUaWNOHD9OX5s2tfiumcrMFuQCgA4dKBKamAjMnWuGHWgoLIxGavr3B6KiKNB16BAO9FmG06Fe8PCga0lGdaNnzaLvlyyhQvSMaW3xYuDAAap1PmgQEB1twj/pdMB339GVuyTRm3z7djO31DT37tFxAMD48cBrr2X45ZEjtAhN3brAr79S2zt3plHngADqq810vuTuDkyZQt/PnKkEl7QkByqKFaP1UZj5GAzA/Pn0/bJltCCTzJaCXHIw1CKXWTNmAC4utKiYSRF4lhsc5GKq+usv+moPKyo+rU4dSpy7f19Z4M4imjQBXn2VztTmzbPgjjUiBJ1U1qsH9O8PXWgoIlEM7xsWIeSPy6gzb6DqI5Fq6NGDEloACnItXapte3IrOhq4epW+b9xY27awvDNrkOvpbK6ffrJw52gGqakUsHvpJWD3bjoRnT4dOHsWaN48PVOhXz+gQAFtm2pNOnSghJHkZDp/Z0xLoaHK+GDBghQgGjXKxAFKvZ5Gq/r1o/OuXr00vxCVJGDAAOrH69X7L7FfCOqjWrWi5b937KC29+5N/dXOnbRknAUMG0aD25GR1rFonBzkkrNzmHm9+irQvTtlT77/Pr00JYmy+wAOcj2jQgXKGAVoIO2tt4Avv6T37J07Fs6ksGNaz5dk9kOSlDnNO3Zo3RrzkIt9bt5s4R3//bdS5Pn0afutBn7ggBAvv6zUvnH2FJMwU3g5xYnt27VunGmmTVNKemzcqHVrcm7nTqU2LbN9x47R81munJl2IElCNG2aecXfqlWpGMfGjbZVpOnECSHq1lWOo1UrIS5fTv91VJSykPHp09o101odPkyPjcGQ6WFjzKKMRlqLRl6T5uRJZY2mn3/OwYZSU4Xo2VNZLnz/fnM1+YXkulfu7kIEXzQK8fvvmRemcXamVUauXNGsjevWUVM8PamMoZbmz6e29OqlbTscSWioUgJu+3Yq4C5/HtjC4sM//KCs4WYR9+8rF81P34oUEaJtW1q+cu1aqs9sCw+ileEgF1PNpUv03nR1zdOKxFZt6FA6xkmTLLxjSRKiYUOlA/T0pKrg06cLsW+fEHFxFm6Qyk6dohVD/zs+KV8+sbXmx6IQooWzs4VXtMwjSVKKbbq4aHpenCuff05tf+cdrVvC1HDtGj2f+fObcSf37wvx6adCNG4shF7/7AlbvXpU0HnnTiEePzZjQ3Lg4UMh9u6lq8eePTOfbHp70+pjTy1oIa8c7OurSYttwmuv0WPUu7fWLWGOatkyJSB07RrdN3Mm3VewoBA3buRgY8nJdNUrd6KBgWZpc3aOHaMgnRNSRMBgfyGqV8+8MM2ECULcumXxdj3NaBSiTh1q1scfa9sWuTi/va+JYm0+/lgZ5/rnH2VBAlsgLxhdp44Fd/r4MSUxzJ0rRP/+tCSovMzj0zdXVzr5GDpUiO++E+LQISFiYy3YWNvDQS6mmnnz6H3Yvr3WLTGfpUs1PMZLl4Ro1y7zUtDyzWCgUb2xY4VYv16Imzc1aGAuBAfTUJt8HE5OwjhylBjT4678o9iyRetG5lxamhA9eign1WfPat0i08mrGy9ZonVLmBoePVLeXk+eWGiHW7fSco61amXdV/n50Yqh+/cLkZho/jbFxQkREEAfUn37ClGlStYnkTodnWhGRj6zCaNRiMqV6c+WLzd/k21VUJDycJ45o3VrmKO5cYNW+QSEWLBAuT81lbodOUEzR8nwiYl07iV/oJ88qXq7n+f+fSGalLwhxmKRiHL3Ud5cXl601LeVZcpu364kvj135UcLkBeoXrRIuzY4othYIYoXp8e+cWMlm9IWyIkaXl4aN+TJE+pjVqwQYswYIZo1E8LDI+tzFkCISpVooG7GDHoD3rql6Yrz1kQnBE/8ZOpo3x7Yswf49luak22PTp0CGjUCvL2pNoImdc/T0mgFnSNHgMBA+prVJPIyZahOw8sv09e6damomDW4eZMKV61eTRP3dTqgf38YP/8Cg2dUxM8/U9mt336jWle2KCmJatMFBFDt+MBAoGJFrVuVPUmi13ZsLC3E1KCB1i1ieSUErfyZmkplZdq1s3ADIiOp+vO+fbQySWho5t+7uVHdmNatgTZt6EWXl34qMRE4d44665Mn6WtwcNY1LipUoBVFGjWirw0aPHcV03/+oeYVKADcvQt4eOS+ifauXz9g/Xqq2//nn1q3hjkKIajW+l9/0WnPwYOZy3deu0b1rBISaBHF//0vBxt/8oQ2HhAAFCoE7N9P51RqMxrp/C4wENLhQDzYGohiSRlWcihenBr+7rtUbMzKCEHd+ZEjwMiR2tUmbdgQOHMG2LoVeP11bdrgqH78kWq0yYYMofusXXy8UmczNtbK3l6SRFX8g4Iy355XA9Xbmzq7jLcaNaznGtBCOMjFVJGQQO+plBS6nqheXesWmUdyMnWCqanU35Qvr3WL/nP7thL0Cgykzs9ozPw37u5UxF4OfPn5AV5e5mmPEMDjxxQJzHiLjgZCQqhAdUoK/e3rrwMzZ0J6qTaGDqW4l8FACwT16mWe5llKbCytvHjuHFC5Mj01xYpp3arnCwmhz8F8+ajtzs5at4ipQQ46eHjQYj5NmmjYmBs3KGIkB73u3cv8+4IF6U3Tpg0FvmrVev5oQkoK8O+/FMiSg1oXLjzb9wEU9Pf1VYJaDRsChQub3OzevSnoruWFm624do36kbQ0CjS0aKF1i5gj+OknWn3Q1ZVOgbI6D12xAhgxgtaTOHUKqF07BzuIi6MVFo4eBYoWpeB9zZp5a3R8PHDsmHLuduwY7SeDNBiQ8lJ9uI8ZAgweTAMDVuzgQerCnZzonKJSJcu3oUgROt0MCjJPLJI9n9FIH7NBQfTzjBnA5MmaNslkhQsDMTF0WlGrltatMcGDB3SBce6cEvi6dCnrc6DwcIdbiYGDXEwVO3bQ6sXlywPXr2uU4WQh8gjRxo1WHIRJSABOnFACX0ePAo8eZf4bnY5O0DJme1Wq9OyTJwSddEVHPxu0kgNXWd2XlpZ9G1u1onXn/fwgScDw4cCqVRTgWr8eePNNNR8Q7dy7Rw9veDi9dvbvt95V2VavpnPo5s1p5XFmHxITgS5dKKbk5UVf69fXulWgviUkRAl67d//bD9VrBgt3dSmDS1xe/GiEtQ6d04Jlj/9P3J2lnwrUSLXzYyKohhZaiotWlavXq435TBGjgR++IH6koMH7fucgGnv3j06nXn0CPjqK+Djj7P+OyGAbt1oAec6deg0ydU1Bzt69Aho25ZSnUuWpBd35cqm///t20pASx6QlKTMf1OgAB5UfRmLTjfDYTTDsB8ao98I20od7dSJMur69QPWrbPsvhMSlEzbhw/NN5bLni8ggE7xAeDnn4G339a0OSZr0IA+43fsAF57TevW5FJSEgW65KDXuXM0e8beL86zwEEupoqxY4ElSxxjlPvdd2l16Y8/ppMpmyBJlGInT28MDKTh9qcVK0a9fHJy5qBVamru9ps/Pw2NFCmS+da1K1206nSQJHpMV66k1a9/+YWyJuzJ1asUQ7x/nw57584cnlhbyKhRwLJlwMSJwNy5WreGqSk+nqbPBgbSW/LAASscqTQa6aRMDnodOkTThLJTqFDmDC1fX4pIqXgy9/XX1N83akQXxezF7tyha/+kJOrvOnfWukXMXgkBdO9OU9N8fWlML7tZOZGRlMF1/z7w0UfAnDk53GF0NAXe//0XKFuWAl1ZpfUbjZRZmjGodePGs3/n40PR4GbNgGbNcMuzFur7GhAdTVlnP/yQw/ZZgbNn6VRSp6MuvU4dy+370iXgpZcoKTg21nL7ZZmNHQts3kzjUaVKad0a07zxBvUj339P58N2QwiHC3ABHORiKhCCTmavX3eM+e9yunubNjT1x2ZFRVHASw56nTqVdVaEzM2NUvSLFMk6cPX0/YUL07y3bEgSBUZXrKAA19q1QN++Kh+nlTh1ika2EhIoiPfLL3TM1qR+fTohteosRZZrsbGUhHDqFJV2OXgQqFpV61ZlIyUFOH6cgl7//ENZXzVrZg5qVahg1pM3SaLHKDSUAvFDh5ptV3bnww+p9lHdupT9bG39HbMPGzYAffrQ9PrTp02bgrh1K13Q6nSUQNqyZQ53GhVF/xQSQn3QwYMUcD9+XAloHT1KZRsy0uvpDZEhqIUyZdJ/nZICvPIKbaZBA9qMlc9OfK4+fei56dKFMucsZdcuCqrXrk3lzZh2bC22Mn48sGgR8MknwOzZWreG5RUHuVieXbkCVKtGNQ6io+2/IK88QuXlRXO3bakDz1ZSEl2JXLhA8+meDly5u6u6OyGA0aMpc0ivB9asAfr3V3UXVmfPHkqBTk0Fxo0DFi60ntdPQgKNfEoScOtWpvNuZkdiYqjU1blz9BwfPEjXaCxre/dSsf6CBangfP78WrfIdkRH02Ibjx/TFPQ+fbRuEbM39+9T3PvBA1rL5vPPTf/fYcOoILaPDwVDnrPmxPPdvUsRqdBQ+uf4+Gdr4Xh4AE2bKkGtJk2yrVcgX2R7edHpmC33zVevUm0+oxE4fJgO3xKWLaMsHEsH15jtmzePZjL07UsD0cy28bgay7Ndu+hrixb2H+ACKA3a1ZVKM1y/rnVrVOTmRsWjRoygHr5dO0rt8fExS4Br7Fg6GdHpqBaUvQe4AHpIf/qJvv/uO+ua7nr6NAW4SpfmAJc98/amYGuNGlQepnVrCmqyrMlThd5+mwNcOVW4MF0wAMCUKbmf9c7Y87z3HgW46tSh7IucmD+fgrA3b1JwKcdKlaIM03LlKE3WaKQPz9696QP+zBkqCrVnDzB1KqXRZhPg2rCBAlwA1TGy5QAXAFSpQivrAcCnn2a9wK05yDNCHazGNlOBjw99zWrBemZ7OMjF8uyvv+hrx47atsNSXFyU+gKnTmnbFlskBJ2Yfv89Bbj8/YEBA7RuleX07QssWEDfT5pkPUsrHztGXzVdeY9ZRNGiVPKqcmVaEKFNm2cXOWRUu+ePP+j7ESM0bYrNmjCBXm/XrtFgBmNq+eMPWoXZYKBFa1xccvb/BQpQBrleT4NPmzblohE+PjS3cPNmiq7cukWNGjuWBgmzKw6WQUgIZZYBFBDq0iUXbbFCn39Og8KHDinXCubGQS6WW/JrJqvSecz2cJCL5UliIhUwBmg1FUfh60tfOciVM0IA778PLF5MAa4ffwQGDtS6VZY3frwy6jxiBLBtm7btAZQgV9Om2raDWUbJkhToKleOppW0bUtTf5jC358WiW3ShJehz60CBYDPPqPvv/iCzhkYy6uHD5XC0B99RCsX50azZspn8bvv5jLYX7w4Vb6X00ByKD4e6NmTvr76KjB9eq42Y5XKlKF4H0CDek8vJGkOHORiuSW/he/e5cxje8BBLpYnBw5QKaeyZakugqPgIFfOxcbSidzChfTzihXA4MHatklLs2ZRKr8k0eyGwEDt2iIEZ3I5Ih8fmm1TujStSNW+PV08MnpfrlhB37/7rrZtsXXvvkvnCHfuUAYvY3n1wQdARARQvXrO6nBlZepUqrMaHU2fyZasVCwELb5z6RINPKxfb3Lyl8345BMKdsuL2pgbB7lYbhUrRhmhkkSBLmbbOMjF8iTjVEVrKaBtCXKQS65jxLJ37hw9Zlu20AeIvz+vUqbTUb2fLl0oUNylC3DxojZtuX2bRrANhtyPiDPbVLEiZXQVK0YXIR07PrsgmCPau5dqLhYsCLz1ltatsW1ubsC0afT97Nn8+mJ589dfNPVVp6NpinldfdDFhWpgubnRtpctU6WZJlm2DFi3jj57N2ygpDB7U6SI5WrzpaQowQkOcrGc0uuVbC6esmj7OMjF8kQuOu9IUxUBylpzcwPi4qjWCHu+1atpCty1a/ThcfgwMGiQ1q2yDk5OdGL78su0kEGHDtoUvDx+nL7WqcPFtR1RtWoU1PH2Bk6coBVAExK0bpW2li+nrwMG8HtCDe+8Q1k30dG0ghVjufH4sVIfb8IEwM9Pne3WrAnMmUPf/+9/tGq4uZ08SccA0L5btDD/PrXy/vtUm+/qVXr+jh83T8bc7du0XVdXGrhhLKe4+Lz94CAXy7XQUPrAcnKiwsWOxMkJqFePvucpi1lLSqKTmcGD6ftOnWixoUaNtG6ZdXF3p2Wua9ak6TwdOtCFoCXxVEVWuzYtAubpSYHobt0ct35SRASwdSt9z1MV1eHkBMyYQd9/+y3Xf2O58/HHVNu9UiVg5kx1tz12LNUmTEyk1VTNmXEUHQ306kWZR9270/RLe1aggJLNKQ98litHwa/AQPVmRMjZNz4+lJXDWE5x8Xn7wV0AyzU5i6tZM5rS4Wi4LtfzhYXR62LFCppSMH06sGMHLSnPnuXtDezeTXVrQkIsn0nDRecZQHVp/voL8PCgKYzyRZijWbWKCs77+VHwj6mjZ0+aDh0fT9MWGcuJ/fuVqYQrV9IAkZr0eiql4OVFWVZffqnu9mWSRBmiN2/SCrf+/o5R7mPUKFpkp29f+oy5dYtWmm7enM59xo0DAgIAozH3++B6XCyvOJPLfnCQi+WaXI/L0aYqyjjIlbUdO+hi+cwZCmrt3k11GHhULXtlytBj5e1NqfxvvWWZ1V1SU6m2HMBBLkavgZ07gXz5gD//BPr0caxVhjIWnJenRTF16HS04AZABehv3dK2Pcx2JCQAw4bR96NGAa1amWc/ZcoogbSZM5Wp/GqaNYsGid3cgN9/p+xZR6DTAV27Ar/8QpmcW7dSsK9gQaqjtXgxPa+lSwOjR9OiKGlpOduHHOQqX17t1jNHwUEu+8GXnSxXkpLoAwjgINeZM3kbebIXaWm0RHTXrlRfqmlT4OxZoF07rVtmO2rUoCChHGB48016n5kzm+b8eXo/e3kBVaqYbz/MdrzyCl2AuLrSYhHvvOM4fdyePUB4OF14csF59bVrB7RsCSQnA198oXVrmK2YPJkWgvDxUWpnmUvv3kC/ftTnDRigblb13r3KapBLlwJ166q3bVvi5ga8/jqwZg0QFUUDK4MHA4UKAZGR9Ni0aUMrTg4fTgOApgy2cCYXyyuermg/OMjFcuXgQapbUKqU407nqF6d0uUTEixTpNSaRUYC7dsrU1DktPOyZbVtly3y86Nltg0GCjS0aUMZcT16AD/+qP6yxhnrcXG2HZO1a0dZBk5OwK+/UhaFI6wk+8MP9PWdd9SfDsUom0P+nPD3By5f1rY9zPoFBgILF9L3y5dTfSdzW7yYsrquXlVWBsyr27dpqp4QtLo0L8BDXF2Bzp1pmnhkJAW0hg+nVRkfPKCpqR070sqTgwdTQCw5OettcZCL5VXGTC5zLI7ALIcvaViuyPW4OnZ0jFoCWTEYgPr16XtHnrIYGEjTE/fvp1XI1q8HFi2iZblZ7rz2Gj2egwbRiV18PGXUDBtGqfz169PI9pEjec+wkadjcNF59rQuXej9rNdTseCxY+37pO/uXaoZA/BURXPy86OMX0miqews906coLpGll6sxFISE4EhQ6jfGTyYFmaxhEKFqM8DaPrin3/mbXupqZQZ+uABLVr03Xd5baF9cnamAdPly4F796g25KhRdB708CE9J1260MqJAwbQQGBSkvL/4eH0lYNcLLfkwfmEBCAmRtu2sLzhIBfLFUevxyVz5LpcQgDz51MNhbt3aardyZNUw4flXYsWlOlw9y49rl98QYEonQ4ICqKiuM2a0clev37AunV0Ap1TXHSeZadXL5pSotPRFJKJE+030OXvT0Hjl18GatXSujX27csv6TW1cSNN+Wc5c/EircrXpAmtUFelCtU5y2kNI2v3xReUKV+yJDBvnmX33aYNPbYABdpy8/kq++gj4OhRmga9aROVJGDZc3ICWrem1/WdOzQ7YNw4mkHy+DGwdi3wxhtA0aKUIff770qdPw5ysdxyc6OgKsB1uWydTgh7PV1l5hIeDlSoQJlMDx5QLR9HtXYtjSa9/DJlNDmKx48p3f733+nnvn1p5M3DQ9t2OYKoKErn//NPCjY/eqT8Tqeji57XXqP0/3r1sp+CGB1NUwIAei/z6pfseX78USn8/NlnVJTZnhiNQKVKNN3lp59ouiIzr7ffpuB8x45KdjjLXng4MHUq8PPPFGzW62l6jZzBUqcOZVK3bKllK9Vx8iQNvkgSZey8/rrl25CURCuCXrpEQcVNm3I+e2HjRqW+n1bHYU8kiQbnfv89c2BLZjDQ8+bkpE37mO1r3Jj6nz/+ALp107o1LLc4k4vlmHwy6ufn2AEuQMnkOnvW/kZQn+fff4FGjejkwtmZ0u7XreMAl6XIafrr19MKRYcOAZ9+SgVshaCTvylT6MS8dGkagd60CYiNfXZbJ07Q1ypVOMDFsjd0KNWpASgL58svtW2PmoKD6fhu3KBpSm++qXWLHMMXX9CF6F9/UZ1P9nyRkcB77wFVq1JmpRBAz57AhQtUN2rxYnrtnj9P2dV9+tj26pUpKfTZJUk0iKZVYMjNjQYznZ2pZMBPP+Xs/y9fpuMAKJuLA1x5p9fTwPK331Kfffw48OGHyoqKjRtzgIvlDReftw8c5GI5xlMVFVWrUnAnMREICdG6Neb388+UKXTlCs1bP3SI6vQ4al02rTk5Ac2b05LkQUF0UbN8OaXw588PRETQFKxevShj69VXgW++oVFpOSAG8FRFZpoxY4C5c+n7yZPpIsNWCUErKXbqBNSsqVy8TpzIU4kspVIlJTvw00/tdxpsXsTG0qBFpUo0oJSaStPojh+ngaYaNehzYMwYCnaNGkVBgA0bgGrVKOMyY80iWzFrFgXwihalzDQt1a8PTJ9O37/3HhAWZtr/JSRQIDI+njLr7GlgwFrodBTU+vprWn0zJISzQlneZSw+z2wXT1dkOZKcTBkfCQlUR0MuvO7IWrakUWh/f/tdLScpCZgwQVl5rH17yt6Sp7ox65OcTEHIP/+k29OrmJUrR9mHd+4AS5YAo0dr005me2bMAD7/nL63tddOUhL1XQsW0EU0QBdK3boBH3xAQWMO2lvO3btA5co0ULR9OxWVZvR4LFlCK1HKxY8bNaKf27TJ/n+DgigYc+gQ/VyhAgWku3Wzjdf2+fOUiZyWRsE6eaqfloxGypA7fJjqZe7fT9PinkcIYOBAGhgsUYKy/UuUsFhzGWN5sGgRMH48ZXX/9pvWrWG5xZlcLEcOH6YAV4kSVO+H2X/x+fBwuvD74Qc6QZ46lYImHOCybq6uQNu2dHETEkKj/IsWUf0bV1dKw75zh/6WV1ZkOTF5MmXeAJRB4u+vbXtMERkJTJtGI7TDhlGAy8ODggFXr9JUpBYtbCMIYE9KlaJi0gDVepMkbdujtbQ0YMUKmkL+4YcU4KpRg6acHz/+4gAXQOdmAQE0pb10aco86t6dBqcuXTL7IeRJWhqtopiWRm22lqnDBgNNE/XwoODhi4rgL19OAS6DgQJ1HOBizHbImVw8XdG2cZCL5YicBtyhA18MyOw5yPXnn0CDBsDp04C3N/08bVr2I5jMOlWuTBeTu3ZRwfnt2ykDZ+pUeo4ZM5VOR1Nvxo+nn4cOpQtqa/Tvv1QTx8eHakDdv09TrefOpem9CxfSVDCmnY8/plXnzp+ngIAjkiTKGKhZExgxggYgfHyAVavocenRI2fnXDod1eW6fJmChy4uwN69VJj+/fczL1hiTb75hmYJFCpEmWzWdJ5ZoYIydXLyZMqYy8qpUxQ8B2ja5SuvWKR5jDGV8HRF+8DTFVmO1KpFS1f/+ivQu7fWrbEOV69SbS43N1p10NlZ6xblndFIwSx5BbVGjWiFIF6WmTEmE4JqAMlZnvXqAc2aKbeyZbVplyTRCqTffksX9rImTegCv2dPLkxsbb78kgIHlSrRQgD28DlqCiHotTppEk1pAyhLevJkYORIyrpVQ2go8L//0ep+ANW6mj2bsqayW4HXkoKDqQRGcrL1rnAqBAUc//gDeOklCmi5uSm/j4mhQaMbN2h66JYt1hWoY4y9WMaVxxMTM7/Hme3gIBcz2a1bFN3W62k03Ntb6xZZB0miUcfHj2lkr25drVuUN/fvA/36KReHo0fTxaJaJ9uMMfshSdRHyPX6MipbVgl4NW8O1K5t3izQJ09oitCCBcpCIHo9BbXef59WBGbWKT6eAlxRUcCyZcC772rdIvM7epSm/QYE0M8FClAg6oMP6Htz2L2bMjDlGo2+vpSdpPV7w2ik6cJHj9JiEDt3Wm9w6P596ssiI+m5kqcuShKtnrhzJ1CxImXAO/oK5IzZIiFoavKTJ5TIULmy1i1iucFBLmay5cvpxNPPDzhyROvWWJfWrakQ6cqVNHXHVqSkUM2t0FBamSY0lKZM3LkDuLtTbZB+/bRuJWPM2t2+DQQGKrdz5+jCNaMCBWglTznw1aSJOhfz9+7R1KZly2gEFgAKFqTaW+PGKUvLM+smF/stVQq4ds1+V7m8cIGmEG7bRj+7ulKg+NNPKcPK3FJSgMWLafru48d03zvvAF99BZQsaf79Z2XBAgpEFyhAswW0ygI11c6dyiIJ+/bROeCsWfS8urpSsI4XZmLMdtWsSdml8vub2R4OcjGT9ehBqdfTp9OS1kzx0UdU42XkSGDpUq1bk1lsLAWv5JsczAoNpey8rAr9VqtGhW5fesny7WWM2b74eCqULQe9jh4F4uIy/41eT5mvuZ3iePYsMH8+TZ9PTaX7ypenQMmQIRToYrYjOZk+e27cAL7+mgqv25OwMKqBuHYtZQro9TRdcOpUbYI6kZE0TXLVKvrZw4NWTR0/nmp4WUpoKGVGJSZSRuiIEZbbd16MHEntLVOGavu9+SadT9naYCdj7FkdO1Lm66pV1E8z28NBLmaSlBSanxwXB5w8qRRbZ+S336hGma8vPT6WJEmUyfC8QJac2fA87u40TaRiRfpavToVrDXXdAnGmOMxGimDJWO2V1YrF2Wc4tisGV38ZqyfJUmURfHtt8CBA8r9zZpRJsgbb/DCGLZs9Wq6oPD2ps8xT0+tW5R3kZFU3/KHH5RgbK9ewIwZ9HmrtRMnqFD68eP0c9WqlFnVqZP59y1JtGLkgQOULbF3r/VOU3xafDxla127ptw3eLASNGSM2a4RI2g2y7RpNBDBbA8HuSwgMJBGqGxZSAhN+yhaFIiIsJ5Cpdbi+nUKELm40Kp15np8kpJoNDhjIOv6dbo/O8WKZQ5kZbwVL247J5WMMftx507moFdQ0LNTHD08lCmOnp6UKXv1Kv3OYADeeouCW40aWbz5zAyMRgpsBgdTpkzPnlq3KG8OHKBswydP6Od27Wham7UNFEoS1bP7+GMKygHAa68BY8aYdxGAw4dp2qS7O62EWrGi+fZlDseOUb1Bo5FWrjx2zH6n2TLmSOTFUDp3pnMMW9eqleMtuMNBLguoUiXzSI8te/ttOhFimQkBFC4MPHyozf4NBlr5MKtAVsWKnJXFGLN+8fGUVXL48POnOAJUzHnECGDsWOuv3cNybtMmynSyJ40b02qG1l7b5fFjyjBbsABIS7PcfhcupGwyW/T998CGDZTBVamS1q1hjKlh7VpgwACtW6GeuDgaNHQkHOSygC5dgJs3tW5F3nl4UHFfLqaZtSVLqDi/Od9RTk5KMCvjzcfHcZZcZ4w5hqenON65Q8GPQYMc72TNkQgBjBplHwvcFCoETJhA02htKWM6JIRqr8qrMJpT48Z07sQzBBhj1uLhQyrdcu+e1i1Rx7FjlDHrSDjIxRhjjDHGGGOMMcZsHo+bMMYYY4wxxhhjjDGbx0EuxhhjjDHGGGOMMWbzOMjFGGOMMcYYY4wxxmweB7kYY4wxxhhjjDHGmM3jIBdjjDHGGGOMMcYYs3kc5GKMMcYYY4wxxhhjNo+DXIwxxhhjjDHGGGPM5nGQizHGGGOMMcYYY4zZPA5yMcYYY4wxxhhjjDGbx0EuxhhjjDHGGGOMMWbzOMjFGGOMMcYYY4wxxmweB7kYY4wxxhhjjDHGmM3jIBdjjDHGGGOMMcYYs3kc5GKMMcYYY4wxxhhjNo+DXIwxxhhjjDHGGGPM5nGQywKSk5Mxbdo0JCcna90UxhhLx30TY8wacd/EGLNG3DcxZht0QgihdSPs3ePHj+Hp6YnY2FgULFhQ6+YwxhgA7psYY9aJ+ybGmDXivokx28CZXIwxxhhjjDHGGGPM5nGQizHGGGOMMcYYY4zZPA5yMcYYY4wxxhhjjDGbx0EuC3B1dcXUqVPh6uqqdVMYYywd902MMWvEfRNjzBpx38SYbeDC84wxxhhjjDHGGGPM5nEmF2OMMcYYY4wxxhizeRzkYowxxhhjjDHGGGM2j4NcjDHGGGOMMcYYY8zmcZCLMcYYY4wxxhhjjNk8uwpyzZ49G40aNUKBAgVQrFgxvPHGG7h8+XKmv0lKSsKYMWNQuHBheHh4oGfPnoiMjMz0N++99x4aNmwIV1dX1KtXL8t9CSHwzTffoGrVqnB1dUXp0qXx5ZdfZtu+ixcvomfPnihfvjx0Oh0WLFjwzN8cPHgQXbt2RalSpaDT6fDHH3+YdOxqHRdjTH2W6pumTZsGnU73zC1//vzZts+Ufmfz5s1o3749ChcuDJ1Oh6CgIJOOPSYmBv3790fBggXh5eWFoUOHIj4+PtNxDxo0CLVr14aTkxPeeOMNk7bLGMs7S5437d69G02bNkWBAgVQtGhR9OzZE+Hh4dm2j8+bGHNMluybfvvtN9SrVw/u7u4oV64c5s6d+8L2cd/EmHWzqyBXQEAAxowZg2PHjmHPnj1ITU1F+/btkZCQkP4377//PrZv346NGzciICAAd+/eRY8ePZ7Z1pAhQ9C7d+/n7mv8+PFYuXIlvvnmG4SEhGDbtm1o3Lhxtu178uQJKlasiK+++golSpTI8m8SEhJQt25dLFmyxMSjVve4GGPqs1TfNHHiRNy7dy/TrWbNmnjzzTezbZ8p/U5CQgKaN2+OOXPmmHjUpH///rh48SL27NmDHTt24ODBgxgxYkT6741GI/Lly4f33nsPbdu2zdG2GWN5Y6m+KSwsDN26dUPr1q0RFBSE3bt348GDB1luJyM+b2LMMVmqb9q1axf69++PkSNH4sKFC/j+++8xf/58LF68ONv2cd/EmJUTdiwqKkoAEAEBAUIIIR49eiScnZ3Fxo0b0/8mODhYABBHjx595v+nTp0q6tat+8z9ly5dEk5OTiIkJCTXbStXrpyYP39+tn8DQGzZsuWF21LruBhjlmGuvulpQUFBAoA4ePCgyW17Ub8TFhYmAIizZ8++cFuXLl0SAMTJkyfT79u1a5fQ6XTizp07z/z9wIEDRbdu3UxuK2NMXebqmzZu3CicnJyE0WhMv2/btm1Cp9OJlJQUk9rG502MOS5z9U19+/YVvXr1ynTfokWLRJkyZYQkSSa1jfsmxqyPXWVyPS02NhYA4O3tDQA4ffo0UlNTM2ULVK9eHT4+Pjh69KjJ292+fTsqVqyIHTt2oEKFCihfvjyGDRuGmJgYdQ/ARGodF2PMMszVNz1t5cqVqFq1Klq0aJG3BufS0aNH4eXlBV9f3/T72rZtC71ej+PHj2vSJsbY85mrb2rYsCH0ej38/f1hNBoRGxuLn3/+GW3btoWzs7O6B2ECPm9izLaYq29KTk6Gm5tbpvvy5cuH27dv48aNGyq0PGe4b2JMHXYb5JIkCRMmTECzZs1Qq1YtAEBERARcXFzg5eWV6W+LFy+OiIgIk7d9/fp13LhxAxs3bsSaNWuwevVqnD59Gr169VLzEEym1nExxszPnH1TRklJSVi3bh2GDh2a1ybnWkREBIoVK5bpPicnJ3h7e3PfxJiVMWffVKFCBfz999+YNGkSXF1d4eXlhdu3b+O3335T8xBMxudNjNkOc/ZNHTp0wObNm7Fv3z5IkoQrV65g3rx5AIB79+6pdgym4r6JMXXYbZBrzJgxuHDhAn799VfVty1JEpKTk7FmzRq0aNECrVq1wo8//oj9+/fj8uXLuHnzJjw8PNJvs2bNUm3fs2bNyrTtmzdvqrZtxpj5mbNvymjLli2Ii4vDwIED0+87dOhQpv5j3bp1qu1v5MiRmbbNGLMt5uybIiIiMHz4cAwcOBAnT55EQEAAXFxc0KtXLwgh+LyJMfZc5uybhg8fjrFjx6JLly5wcXFB06ZN0adPHwCAXq/nvokxG+WkdQPMYezYsekFjsuUKZN+f4kSJZCSkoJHjx5lipBHRkY+t2hgVkqWLAknJydUrVo1/b4aNWoAAG7evIlXX30108pjcmqtGkaOHIm33nor/edSpUqpdlyMMfMyd9+U0cqVK9GlSxcUL148/T5fX99MfVPG3+XV9OnTMXHixEz3lShRAlFRUZnuS0tLQ0xMDPdNjFkRc/dNS5YsgaenJ77++uv0+9auXYuyZcvi+PHjz/RNfN7EGAPM3zfpdDrMmTMHs2bNQkREBIoWLYp9+/YBACpWrIhChQpx38SYDbKrIJcQAuPGjcOWLVtw4MABVKhQIdPvGzZsCGdnZ+zbtw89e/YEgPTMKz8/P5P306xZM6SlpSE0NBSVKlUCAFy5cgUAUK5cOTg5OaFy5coqHVVm3t7ez3Swah0XY8w8LNU3ycLCwrB//35s27Yt0/358uUzW99UrFixZ6Ym+vn54dGjRzh9+jQaNmwIAPjnn38gSRKaNGlilnYwxkxnqb7pyZMn0OszTx4wGAwAKDuez5sYYxlZ+rzJYDCgdOnSAID169fDz88PRYsWBQDumxizQXYV5BozZgx++eUXbN26FQUKFEifu+zp6Yl8+fLB09MTQ4cOxQcffABvb28ULFgQ48aNg5+fH5o2bZq+nWvXriE+Ph4RERFITExMj+DXrFkTLi4uaNu2LRo0aIAhQ4ZgwYIFkCQJY8aMQbt27TJldz0tJSUFly5dSv/+zp07CAoKgoeHR3oHGh8fj2vXrqX/T1hYGIKCguDt7Q0fH58st6vWcTHGzMNSfZNs1apVKFmyJDp16mRS+0zpd2JiYnDz5k3cvXsXAJ10ATSa+rzRxRo1aqBjx44YPnw4li1bhtTUVIwdOxZ9+vRBqVKl0v/u0qVLSElJQUxMDOLi4tKPq169eia1nzGWO5bqm1577TXMnz8f06dPR9++fREXF4dJkyahXLlyqF+//nPbx+dNjDkmS/VNDx48wO+//45WrVohKSkJ/v7+2LhxIwICArJtH/dNjFk5Tdd2VBmALG/+/v7pf5OYmChGjx4tChUqJNzd3UX37t3FvXv3Mm2nZcuWWW4nLCws/W/u3LkjevToITw8PETx4sXFoEGDRHR0dLbtCwsLy3K7LVu2TP+b/fv3Z/k3AwcOzHbbah0XY0x9luybjEajKFOmjJg0aZLJ7TOl3/H398/yb6ZOnZrttqOjo0Xfvn2Fh4eHKFiwoBg8eLCIi4vL9DflypXLctuMMfOyZN+0fv16Ub9+fZE/f35RtGhR8frrr4vg4OBs28fnTYw5Jkv1Tffv3xdNmzYV+fPnF+7u7qJNmzbi2LFjL2wf902MWTedEEI8PwTGGGOMMcYYY4wxxpj1s9vVFRljjDHGGGOMMcaY4+AgF2OMMcYYY4wxxhizeRzkYowxxhhjjDHGGGM2j4NcjDHGGGOMMcYYY8zmcZCLMcYYY4wxxhhjjNk8DnIxxhhjjDHGGGOMMZvHQS7GGGOMMcYYY4wxZvM4yMUYY4wxxhhjjDHGbB4HuRhjjDHGGGOMMcaYzeMgF2OMMcYYY4wxxhizeRzkYowxxhhjjDHGGGM2j4NcjDHGGGOMMcYYY8zm/R+SoeJrmoA/BQAAAABJRU5ErkJggg==",
+      "text/plain": [
+       "<Figure size 1500x500 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "predicted_viz(y_test_biliancino_level, biliancino_pred_level, 'Lake_Level', 'Lake Biliancino', lake_biliancino)\n",
+    "predicted_viz(y_test_biliancino_flow, biliancino_pred_flow, 'Flow_Rate', 'Lake Biliancino', lake_biliancino)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "River Arno"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 68,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Date</th>\n",
+       "      <th>Rainfall_Le_Croci</th>\n",
+       "      <th>Rainfall_Cavallina</th>\n",
+       "      <th>Rainfall_S_Agata</th>\n",
+       "      <th>Rainfall_Mangona</th>\n",
+       "      <th>Rainfall_S_Piero</th>\n",
+       "      <th>Rainfall_Vernio</th>\n",
+       "      <th>Rainfall_Stia</th>\n",
+       "      <th>Rainfall_Consuma</th>\n",
+       "      <th>Rainfall_Incisa</th>\n",
+       "      <th>Rainfall_Montevarchi</th>\n",
+       "      <th>Rainfall_S_Savino</th>\n",
+       "      <th>Rainfall_Laterina</th>\n",
+       "      <th>Rainfall_Bibbiena</th>\n",
+       "      <th>Rainfall_Camaldoli</th>\n",
+       "      <th>Temperature_Firenze</th>\n",
+       "      <th>Hydrometry_Nave_di_Rosano</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>01/01/1998</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.82</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>02/01/1998</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.94</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>03/01/1998</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2.11</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>04/01/1998</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.84</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>05/01/1998</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.88</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "         Date  Rainfall_Le_Croci  Rainfall_Cavallina  Rainfall_S_Agata  \\\n",
+       "0  01/01/1998                NaN                 NaN               NaN   \n",
+       "1  02/01/1998                NaN                 NaN               NaN   \n",
+       "2  03/01/1998                NaN                 NaN               NaN   \n",
+       "3  04/01/1998                NaN                 NaN               NaN   \n",
+       "4  05/01/1998                NaN                 NaN               NaN   \n",
+       "\n",
+       "   Rainfall_Mangona  Rainfall_S_Piero  Rainfall_Vernio  Rainfall_Stia  \\\n",
+       "0               NaN               NaN              NaN            NaN   \n",
+       "1               NaN               NaN              NaN            NaN   \n",
+       "2               NaN               NaN              NaN            NaN   \n",
+       "3               NaN               NaN              NaN            NaN   \n",
+       "4               NaN               NaN              NaN            NaN   \n",
+       "\n",
+       "   Rainfall_Consuma  Rainfall_Incisa  Rainfall_Montevarchi  Rainfall_S_Savino  \\\n",
+       "0               NaN              NaN                   NaN                NaN   \n",
+       "1               NaN              NaN                   NaN                NaN   \n",
+       "2               NaN              NaN                   NaN                NaN   \n",
+       "3               NaN              NaN                   NaN                NaN   \n",
+       "4               NaN              NaN                   NaN                NaN   \n",
+       "\n",
+       "   Rainfall_Laterina  Rainfall_Bibbiena  Rainfall_Camaldoli  \\\n",
+       "0                NaN                NaN                 NaN   \n",
+       "1                NaN                NaN                 NaN   \n",
+       "2                NaN                NaN                 NaN   \n",
+       "3                NaN                NaN                 NaN   \n",
+       "4                NaN                NaN                 NaN   \n",
+       "\n",
+       "   Temperature_Firenze  Hydrometry_Nave_di_Rosano  \n",
+       "0                  NaN                       1.82  \n",
+       "1                  NaN                       1.94  \n",
+       "2                  NaN                       2.11  \n",
+       "3                  NaN                       1.84  \n",
+       "4                  NaN                       1.88  "
+      ]
+     },
+     "execution_count": 68,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "datasets[5].head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 69,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1500x1100 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "datasets[5]['Date'] = pd.to_datetime(datasets[5]['Date'], dayfirst=True)\n",
+    "corr_plot(datasets[5], 'River Arno', (20, 20))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 70,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "columns_viz(datasets[5], color= 'blue')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 71,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(8217, 8)"
+      ]
+     },
+     "execution_count": 71,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "arno_pred = river_arno[['Hydrometry_Nave_di_Rosano', 'Temperature_Firenze', \n",
+    "                      'Rainfall_Le_Croci', 'Rainfall_Cavallina', \n",
+    "                      'Rainfall_S_Agata', 'Rainfall_Mangona', 'Rainfall_S_Piero']]\n",
+    "\n",
+    "arno_pred = arno_pred.apply(lambda x: x.fillna(x.mean()))\n",
+    "\n",
+    "arno_pred['rainfall_mean'] = arno_pred[['Rainfall_Le_Croci', 'Rainfall_Cavallina', \n",
+    "                                    'Rainfall_S_Agata', 'Rainfall_Mangona', \n",
+    "                                    'Rainfall_S_Piero']].mean(axis = 1).values\n",
+    "\n",
+    "arno_pred.shape"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 72,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<style>#sk-container-id-5 {color: black;}#sk-container-id-5 pre{padding: 0;}#sk-container-id-5 div.sk-toggleable {background-color: white;}#sk-container-id-5 label.sk-toggleable__label {cursor: pointer;display: block;width: 100%;margin-bottom: 0;padding: 0.3em;box-sizing: border-box;text-align: center;}#sk-container-id-5 label.sk-toggleable__label-arrow:before {content: \"▸\";float: left;margin-right: 0.25em;color: #696969;}#sk-container-id-5 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-container-id-5 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-container-id-5 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-container-id-5 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-container-id-5 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-container-id-5 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: \"▾\";}#sk-container-id-5 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-5 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-5 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;}#sk-container-id-5 div.sk-estimator {font-family: monospace;background-color: #f0f8ff;border: 1px dotted black;border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;}#sk-container-id-5 div.sk-estimator:hover {background-color: #d4ebff;}#sk-container-id-5 div.sk-parallel-item::after {content: \"\";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-container-id-5 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-5 div.sk-serial::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: 0;}#sk-container-id-5 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: white;padding-right: 0.2em;padding-left: 0.2em;position: relative;}#sk-container-id-5 div.sk-item {position: relative;z-index: 1;}#sk-container-id-5 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;position: relative;}#sk-container-id-5 div.sk-item::before, #sk-container-id-5 div.sk-parallel-item::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: -1;}#sk-container-id-5 div.sk-parallel-item {display: flex;flex-direction: column;z-index: 1;position: relative;background-color: white;}#sk-container-id-5 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-container-id-5 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-container-id-5 div.sk-parallel-item:only-child::after {width: 0;}#sk-container-id-5 div.sk-dashed-wrapped {border: 1px dashed gray;margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: white;}#sk-container-id-5 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;}#sk-container-id-5 div.sk-label-container {text-align: center;}#sk-container-id-5 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }` but bootstrap.min.css set `[hidden] { display: none !important; }` so we also need the `!important` here to be able to override the default hidden behavior on the sphinx rendered scikit-learn.org. See: https://github.com/scikit-learn/scikit-learn/issues/21755 */display: inline-block !important;position: relative;}#sk-container-id-5 div.sk-text-repr-fallback {display: none;}</style><div id=\"sk-container-id-5\" class=\"sk-top-container\"><div class=\"sk-text-repr-fallback\"><pre>XGBRegressor(base_score=None, booster=None, callbacks=None,\n",
+       "             colsample_bylevel=None, colsample_bynode=None,\n",
+       "             colsample_bytree=None, device=None, early_stopping_rounds=None,\n",
+       "             enable_categorical=True, eval_metric=None, feature_types=None,\n",
+       "             gamma=None, grow_policy=None, importance_type=None,\n",
+       "             interaction_constraints=None, learning_rate=0.04, max_bin=None,\n",
+       "             max_cat_threshold=None, max_cat_to_onehot=None,\n",
+       "             max_delta_step=None, max_depth=2, max_leaves=None,\n",
+       "             min_child_weight=None, missing=nan, monotone_constraints=None,\n",
+       "             multi_strategy=None, n_estimators=200, n_jobs=None,\n",
+       "             num_parallel_tree=None, random_state=0, ...)</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class=\"sk-container\" hidden><div class=\"sk-item\"><div class=\"sk-estimator sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-5\" type=\"checkbox\" checked><label for=\"sk-estimator-id-5\" class=\"sk-toggleable__label sk-toggleable__label-arrow\">XGBRegressor</label><div class=\"sk-toggleable__content\"><pre>XGBRegressor(base_score=None, booster=None, callbacks=None,\n",
+       "             colsample_bylevel=None, colsample_bynode=None,\n",
+       "             colsample_bytree=None, device=None, early_stopping_rounds=None,\n",
+       "             enable_categorical=True, eval_metric=None, feature_types=None,\n",
+       "             gamma=None, grow_policy=None, importance_type=None,\n",
+       "             interaction_constraints=None, learning_rate=0.04, max_bin=None,\n",
+       "             max_cat_threshold=None, max_cat_to_onehot=None,\n",
+       "             max_delta_step=None, max_depth=2, max_leaves=None,\n",
+       "             min_child_weight=None, missing=nan, monotone_constraints=None,\n",
+       "             multi_strategy=None, n_estimators=200, n_jobs=None,\n",
+       "             num_parallel_tree=None, random_state=0, ...)</pre></div></div></div></div></div>"
+      ],
+      "text/plain": [
+       "XGBRegressor(base_score=None, booster=None, callbacks=None,\n",
+       "             colsample_bylevel=None, colsample_bynode=None,\n",
+       "             colsample_bytree=None, device=None, early_stopping_rounds=None,\n",
+       "             enable_categorical=True, eval_metric=None, feature_types=None,\n",
+       "             gamma=None, grow_policy=None, importance_type=None,\n",
+       "             interaction_constraints=None, learning_rate=0.04, max_bin=None,\n",
+       "             max_cat_threshold=None, max_cat_to_onehot=None,\n",
+       "             max_delta_step=None, max_depth=2, max_leaves=None,\n",
+       "             min_child_weight=None, missing=nan, monotone_constraints=None,\n",
+       "             multi_strategy=None, n_estimators=200, n_jobs=None,\n",
+       "             num_parallel_tree=None, random_state=0, ...)"
+      ]
+     },
+     "execution_count": 72,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "y5 = arno_pred[['Hydrometry_Nave_di_Rosano']]\n",
+    "x5 = arno_pred.drop(['Hydrometry_Nave_di_Rosano'], axis = 1)\n",
+    "\n",
+    "x_train_arno, x_test_arno, y_train_arno, y_test_arno = train_test_split(x5, y5, test_size = 0.2, random_state = 42, shuffle = False)\n",
+    "\n",
+    "params_arno = {'n_estimators': 200,\n",
+    "            'max_depth': 2,\n",
+    "            'subsample': 1,\n",
+    "            'learning_rate': 0.04,\n",
+    "            'random_state': 0,\n",
+    "            'enable_categorical': True}\n",
+    "\n",
+    "arno_model = XGBRegressor(**params_arno)\n",
+    "\n",
+    "arno_model.fit(x_train_arno, y_train_arno)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 73,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MAE value:  0.3843563281229262\n"
+     ]
+    }
+   ],
+   "source": [
+    "arno_y_pred = arno_model.predict(x_test_arno)\n",
+    "\n",
+    "print('MAE value: ', mean_absolute_error(y_test_arno, arno_y_pred))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 74,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAABMYAAAHFCAYAAAAZofXFAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8g+/7EAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdeVhU1f8H8PcMDPsmoIKiiKK4ornkgqal5pKmWW6ZaGnlWlZq2zdzK7KyPbXcsNIWM5csl1LBHXPfUFFxQXHBHRAE5vz+uL97mcs6AzMMM7xfz8Mzd+56ztw7d5jPnPM5GiGEABERERERERERUQWjtXYBiIiIiIiIiIiIrIGBMSIiIiIiIiIiqpAYGCMiIiIiIiIiogqJgTEiIiIiIiIiIqqQGBgjIiIiIiIiIqIKiYExIiIiIiIiIiKqkBgYIyIiIiIiIiKiComBMSIiIiIiIiIiqpAYGCMiIiIiIiIiogqJgTEionJs4sSJ0Gg0qr/hw4dbu1hEZteyZct813p0dLRqnZSUFHTq1Ane3t6YOnWqVcpJFcczzzyT75rMe91lZGSgb9++8PLywosvvgghRJmVb8GCBfDz80OzZs1w+vTpMjuuOWVlZeHHH3/EhQsXzLpfIQReeukleHl5oU+fPsjIyDDr/sl8Tp48ieXLlyMnJ8faRSGiCoyBMSIiIN+XH8O/WrVqmbyeubz99ttISEgw+35t3dSpU5W/VatWWbs4hapVq1a+6+Tnn382af2KEgBatWoVfvrppyLX+fzzzxEbG4u7d+9i2rRpJQoGnDt3rsj3sUajgVarhZeXFx566CG8/fbbuHr1akmrRTbsm2++QUxMTJHr/Pjjj1i9ejXu3buHBQsWYNOmTaU+bnR0tHJ/++KLLwpcJz09HWPGjMHNmzdx6NAhm7xP/PXXXwgLC8OYMWOUeZ06dSr2/eni4oJatWph0KBBiI2NLXDf//77L+bPn4979+5hzZo1xd5bbM358+fh4OAAjUaD9u3bW7s4pZKTk4OhQ4ciPDwcW7dutXZxiKiCYmCMiAhAQkJCvgBU9erVkZCQoPrH29j1zMXPzw+hoaFm36+tmzZtmvJXngNjsbGx+a6X559/Hjt37ix2/fHjxyMhIQGvvPKKxctZHgQFBaF69epFrpO3NY5ery/RcRISEvIFPB5++GEkJCRg7969mD17NrRaLQ4ePIiPPvoIDRs2xIEDB0w+Ftm2gIAABAcHF7lO3mvSHC3GoqOjlftbYYExIYTqWGXZUq20hBB488030atXL6Snp2P79u2oWbMmAGDp0qVISEjAww8/rNomJiYGx48fx6pVqxAeHo7z58/j119/RadOnTB9+vQCj1HUc1s3b9485f63Y8cOHD582MolKrmGDRvi33//RVJSEh599FF8+umn1i4SEVVADIwREQEIDQ3NF4BydHREaGio6ouRsesRAUBwcHC+6yUzMxN9+/bF2bNni1zf19cXoaGh8PX1LZOy2oIJEyagQ4cO8PT0xHvvvYd69eqZvI/C3q+urq4IDQ1FixYt8Nprr6m6cd68eRMvvvhiaYtPdmjo0KHo3bs3PDw88MILL6BLly5lclx3d3d88803qFSpEpo0aYL333+/TI5rDm+99RY+/vhjAMDs2bPRtGlTZVn16tURGhoKV1dX1TbBwcFo0KAB+vTpg82bN6uC6FOnTsWRI0dU63ft2hUjRoyAh4cHevXqhaFDh1qwRmXrwYMHWLhwoWrenDlzrFQa82jfvj3+97//Qa/XY9KkSfj666+tXSQiqmAYGCMiIipj169fR69evXD79m1rF8WmVKlSBVu3bsXdu3cLbCViTr169YJOp1Oe79u3j+eL8nF1dcWaNWtw7949LFy4EBqNpsyO/fLLL+PmzZs4fPhwiYLE1rBp0yYlKNawYUM8++yzJu/Dw8MDXbt2VZ4LIfJ1YdVoNFiwYAHu3buHP//8Ey4uLqUreDmyfPlyXL9+XTVv6dKluHv3rpVKZB6vvPIK/P39AQCvv/464uPjrVwiIqpIGBgjIjKj6OjoYvOPvfXWWwXmkMrMzMSHH36Ixo0bw9XVFV5eXujUqVORXTQLyscydepUrFmzBu3bt4eXl1e+42dnZ2PRokXo2rUrqlSpAicnJ/j4+KB169aYMWMGbt68qTrG8OHD8x1jypQp+Oyzz5SyVqpUCT169MDRo0cBAIcOHcITTzwBHx8fuLm5oUOHDti+fXuBdcjKysK8efPQsWNH+Pn5wcnJCYGBgejXr1++fCNTp07N98VzyZIl+QYmMOV1Keh8GQ5w0KZNG9Wy4nIOFaZnz56qL2fx8fF45plnkJ2dbfQ+lixZgkGDBqF+/frw9fWFTqeDn58f2rZti6ioKKSmpuZ7rfL+derUSVmnsGsRANavX4++ffuiWrVqcHJygq+vLzp16oTo6OgSdWE0lJycjDFjxqBmzZpwcnJC5cqVMWjQIJw/f77QbQo6VyU9F8bQarVwcHBQzSvoXCUlJWHy5Mlo1qwZvLy84OTkhGrVqqF3795YsWJFgfvetm0b+vfvj+DgYLi4uMDFxQVBQUGIiIjAK6+8gh07dijrXr16FdOmTcOjjz6K4OBguLm5wdXVFTVr1sRTTz2FP//8M9/+C7r+Fy1ahM8//xxNmzaFu7s73N3d8dhjj+G///4r9DVYsWIFevfurVwDXl5eaNasGSZPnoykpCRjX8oCr8XIyEh88MEHCAsLg7OzM3x8fNC1a1ds3Lix2LoUd49LS0vDxx9/jDZt2sDHxwfOzs6oUaMGnnvuuUK7nN25cwdvvfUW6tatC2dnZ1SqVAm9evUqsotaQWXLO2AEANy6dQszZ87Eww8/DG9vbzg7O6NmzZpo164dJk+erAR1YmJioNFoVPf88+fP5/scKehzxvB9bWjTpk0YMGAAatasCRcXF3h4eKBBgwYYO3YsTp48qVq3sP3u2rULPXv2VO7PdevWxeeff17o61KUt99+W5l+8sknSxxIdHJyUj03fG8W9Jkl39sKy2FmeO8r7J5vymdVQa9lrVq1cPHiRURGRiIgIEDJEWbqfWzOnDmIiIhA8+bNlXmpqan44YcfCly/oHtndHQ0Fi1ahBYtWsDd3V0519a8dzg7OysBz+zsbJtqBUlEdkAQEZECgPIXHBxs8np3794V8fHxolKlSsryZs2aiXPnzinrpKSkiAULFggnJyexf/9+cePGDZGZmSk6duyobNOkSROxefNmsW7dOlGnTh3V8YYNG6bsKykpScTExKiWN2/eXDRr1kxs3rxZxMXFiYcfflgp482bN0WbNm2UdUeNGiX+++8/MXfuXOHo6CgAiMDAQLFv3z7lGFevXs13DA8PDzF58mSxb98+MXbsWGW+n5+fWL16tRg1apTYu3evmDlzprLMxcVFJCQkqF7HO3fuqMozYcIEERcXJ3r37i0ACI1GI7744gtl/Rs3boiEhARVWfr16ycSEhJEQkKCuHr1qkmvi6urq1izZo1qvZdfflnZjxBCXLx4Ubz44ouiWbNmIiEhQaSnp5tySSnXy/vvvy+WL18uNBqN6ngvvvhioevnVbVqVeHj4yOio6PFkSNHRGxsrHjqqaeUfdWvX1/cvHlTea22bNmiOtazzz4rkpKSlP2lpKSI+fPnC61WK3bt2iVu3LghhBCqc9q5c2exe/du8e677yrznn76aZGTk2Py6yCEEGfPnhXVqlVT9jVgwAARFxcnvv/+e+Hh4aEq7+LFi5Xtzp07J2bNmqVavmXLlhKVQQghEhMTVfvq2LGjavn27dtVy8PDw/PtY926dcLLy0sAEO7u7uKnn34ScXFxon///sp2Tz75pMjIyFC2WbVqldBqtQKAaNiwofjzzz/FsWPHxJYtW8SAAQMEAPHqq6+qjgFAdOrUSWzatEkcOXJE/PLLL6JmzZrKMSZPnqwqV1JSkvjpp59U5a9Ro4aYPn262L9/v5g8ebLqvWx4fxJCiIyMDOU9KL/Hdu3aJX7++Wfh6ekpAAhvb2+xfv16o17rgt63zs7OYvDgwSIuLk7Mnz9f6HQ65T3/zTffqOpiyj0uKSlJ1KtXT1l31qxZYufOnaJ169YCgHBychLLly9Xle/WrVuiYcOGyjaPPvqo2LFjh/jtt99E5cqVVcc2fF8W9DobXrNCCHH8+HFRo0YNZXm3bt3Ehg0bxL59+8T06dOFg4OD8Pb2FkIIkZ6eLhISEsTDDz+srF+9enXl/iafp7t374qEhARRvXr1Qq9fvV4vRo0apSzv0KGD2LZtm1i7dq3y/nN2dhbR0dHKNgXtt3LlyqJbt25i+/bt4s8//xTe3t7KstmzZxt1/mXx8fGq1+qXX34pdF3Dz0MAIjExUVmWlZUl6tevr1q+f/9+ZXlBn1nyeUtKShIfffSRatmXX36p3PuEkO75I0eOFKGhoco939TPKvm1NDyX/v7+IiwsTMyZM0ccPnxY/O9//zP5Pnbw4EEBQPzwww9i7ty5qno0bNiwwG3OnTuX7zpt0aKFeOyxx8TOnTtFTEyMCA0NFR07drT6vcPw3Dg5OYnbt28b/doQEZUGA2NERAYM/xmUvzgU9Ge4TkEBNMN/HgGIAwcOqJY/88wzYvDgwcrzDz/8ULX+jh07lGW///67aplhYEyI/F/wHRwcVF8iVq1aJerVqyeEEKJXr17KenXq1FHtZ8SIEcqywMBAce/evUKP0aJFC2XZxYsXVcsCAwPFgwcPhBBCZGdnCycnJ2XZW2+9pTpmZGSksqxq1apKsOXcuXOq+hh+6cl7nvK+HiV5XQy/vFStWlUVyMjKyhKBgYHiu+++K/A4xjD8Ypb3SxkA8fHHHxe6vqH27durvsgKIURmZqbqy/u7776rWh4REaEs8/PzE5mZmarlgwYNEt26dVOeL1q0SFW2Y8eOKctq1aql+jJZEo8//riyD09PT9VrPW7cuCKDDIsXL1Ytt0RgLD09XWzcuFHUrl1bdU3nfQ+fP39euLm5KetMnz5dWXb//n1VkG/8+PHKskceeUSZ/9VXX6n2qdfrxUMPPaQKjG3btk00atRI9cVdCCFWrlyp7Eer1YqTJ0+qlucNivbt21dZlpGRobqP/e9//1Nta3gePDw8VMHgGTNmKMvc3d3F+fPni3+x/59hefz9/ZX7hBBCjBkzRlmm0+nEmTNnlGWmvJcNX99WrVop6xgGSjw8PMSlS5eUZS+99JJq/4bLPv30U9WyvO/LvK+z4TWblZUlwsLCVPfcrKws1fZjx45VAmMyw6BQUT/QBAcH57t+Cyv3hQsXlGU//vij6rWMi4srdL+Ojo4iJSVFWTZs2DBlWVBQUKFlK8j3339f6OdcXgUFxvR6vTh9+rQYPHiw6tqPiorKt33ea8bwvN25c0f13u3Vq5dq2+zsbFG9enXVfkv6WZW3Hob3Cb1eL6pUqSJiY2ONfg1feuklUalSJXH//v189Sjqnpj3OvX29hZ3795Vln/55Zeia9euBa5blveOvEG5jRs3Gv3aEBGVBrtSEhEVolq1ajh48GCBf8UZO3asqhuW4chiycnJWLVqFUaNGqXMW7RokTKt0WjQsmVL5XlERIRJ5X7sscdU3Yr69OmDkydP4ujRo1i7dq0yv3Xr1qrtDEcBS05OxpIlSwo9hmGZqlSpolrWqlUrJTeTg4MD/Pz8lGVyV0sASElJwU8//aQ8b9KkCbRa6WMpODgYHh4eAKSh3L/99tvCK2ykwl4XAHj11VeV+VevXsXPP/+sPF+1ahVSU1NLlAunIG+++SZGjBihmvfWW28ZNbrmtm3bMGzYMNU8JycnVX6hf//9V7V85MiRyvSNGzdUx7l58yZWrlypKo9hFymdTocGDRoozxs3bqxMf/XVV8WWN6+kpCRVV7nw8HA4Ozsrz0291s1p69atcHFxgbu7Ox5//HGcPXsWrVu3xvfff49Tp06hWbNmqvW/+uorpKenK8/btGmjTLu4uKBJkybK83nz5in5yVJSUlT7WLFiBe7cuQNAeu8vXboUY8aMUdZp3749jh49mm8QBsNzodfrsXnz5iLr1759e2Xa2dlZ9b48dOiQMn3r1i3MmzdPeR4eHq5KhG54n0hLSytxkmzD+wSgvh9lZWUVef8p7L28f/9+VZc2w6Tuhq9Xamqqcs998OCB6j5UvXp1VKtWTXlemmty7dq1qu6KPXv2hKOjo2qdoUOHFtoNsqT0ej1mzZqlPK9WrRpq1KihPDc8hzk5Ofjkk08K3Vf9+vVV14ph0vukpKR8Xe+LcurUKdVzUwYWCQsLg5OTE0JDQ/Hzzz/D398fb7/9No4dO4a33nrL6P0AgJeXF/r37688X7duHS5fvqw837BhA65cuaLca835WWV4r9VoNLh69SoeeeQRo8p99+5dLF26FEOHDoWLiwu8vLwwYMAA1TrGJuEfMGAAPD09leevvPJKvm7MsrK8d+S9JvKO6kxEZCkMjBERFUKn06F+/foF/hWnZs2a6Nevn/L8559/xtWrVwEA8+fPR7169ZR/hu/du4fTp08r63p7e6vyp1SuXNmkcheWhDlvjq+8Aa28z7dt21boMSpVqqRM5831Yrgs73LDHFh79uxR5ary8fFRbeft7W1UWYxVVHLq/v37q74MGwYy58yZg+eee0758mMOc+fORefOnZXner0eQ4YMwb59+4rc7vLly5g8eTJatGgBf39/uLq6wsXFBTt37lTWyZuUecCAAfDy8lKeL1iwQJleunQpPDw80KdPHwDSlxXD0d28vb1VOYAMz8mZM2eQnJxsbJUBAAcOHFA9z3ttm3qtm1PLli2xZ88ezJ49WwlexMXFISYmJt81Dpj2fsrKysLu3bsBSAEh2enTp/HMM8/A19cXLVq0wPvvvw93d/d81+q///6LgQMHIjQ0FN7e3nBxcUGjRo1U6+Q973nlfV8aBqXu3bunTMfFxanyNZXmPlEUwy/XBe13//79hW5b2HtZfo1lhvcUw2sXyC33yZMnVQFOc16Tu3btUj03DObJWrdubVRQ3BSnTp1SXQ/mutcD6usGUF87xZEDwLKC3leF+euvv7B69Wrl8zclJQW//PKLSTkaDRn+YJCTk6PKDbdw4UL07NkTgYGBAMz3WeXu7q76nDHVkiVLkJaWhpdeekmZl3e03FWrVhl1XzZlsIayvHcY/lACgAOeEFGZYWCMiMhCDFshPXjwAHPmzEFOTg7mz5+Pl19+WVlW3JeFvAnAi5P3C6fsxo0bRR4n73NTWgIYSwihTN+6dUu17I8//lASkbu4uODSpUvKMlMSfRemsNcFkP7RN2ylc+jQIWzZsgUnTpzAli1bVK37zEGn0+H3339XtcZKT09H7969C61rYmIimjVrhk8++QT79+9H8+bN8e+//+LgwYOqFoY5OTmq7dzc3DB48GDl+aZNm5Qk9wsXLsTQoUOVc5/3S0hKSorqnBi2pANMPy/mvtbNyc3NDeHh4XjttdcwadIkZf6yZcswY8aMfOuX9P0UFRWlal0GSIHR/fv3Y/r06ahXr54qUPLNN9+ga9eu+O2333D27Fm8/fbbiIuLw99//63aR97znpfcwqUghu/LsrpP5D3Xefdb1Bfiwt7Lee8pn3/+uXLt5g1sy9euJa/JvK9NWY2MaM5zWNR1A6ivneLkDaqZMohHaGgoevbsiRUrViiB68TERDz11FPIzMw0ej+y9u3bq37kWrRoEYQQuH79Ov78809Vyy5zfVYV9RlkjLlz56Jt27YICwtDdnY2srOz8fDDD6s+R7KysjB//vxi92VKWcry3pH3PmZK8JSIqDQci1+FiIhKIiIiAi1atFBaAc2bNw8NGzbEzZs3ERkZqayXtyXDgwcPVM+L+8KbV2GjfOX9RzjvcfI+N6WbS0nk/dW9a9euqpZahko6cpkp+3j55Zcxc+ZMZGRkAJBajYWEhKBt27YIDw8v9fHz8vHxwV9//YU2bdrg2rVrAKQurL169Spw/c8++0xpBaLVarFs2TJlaHs3N7cij/Xiiy/iu+++AyB9GV20aBGefPJJHDp0SNVFKO+1WKlSJVVrtLyCg4OLqaWaua91S3nrrbfw/fffK1/0Zs+ejdGjR6tae/j5+alaehr7fgoMDMTOnTuxbds2rFq1CrGxsThw4IDyBTMzMxMvv/wy+vbti+zsbLz33nvKPnr37q10Gzt37pz5KmygrO4Tec913v3mvT8YKuy9nHebYcOGqYKchuQv3Ja8JvO2tJHvLZZW3u71sqpVq6qeG7bUM1bDhg0xfPhwpeXr6dOnMWfOHLz22msm72vkyJGYOHEiAKkFbExMDPbv3w9fX1888cQTynrm+qwqzefYli1bEB8fDyB/gDGv77//Hu+++26RQV1zfKbmZY7rLu81kbeVGRGRpbDFGBGRBU2YMEGZvnbtGl5++WUMHDhQ9Y+2p6cn6tatqzy/c+eO6h/I4rpIGatDhw6q53IwprDnedc3t5YtW6r+Ob9//36B3VYPHTqkyv9iKf7+/hgyZIjyfO3atVi0aJHZW4sZCgkJwerVq1UtSQxzthgyzLVSpUoVJSgGFP/lvUWLFqocWdHR0ViwYAEefvhhVe4lDw8PNGzYUHl+79491KlTJ985uXLlCg4ePKjKH2OM5s2bq57nvbbNda2XlpeXlypv0f379zF9+nTVOqa8n3Q6ndJKbO7cudi9ezceeeQRfPbZZ9i3bx8uXryoyjN07do1XLt2DSkpKaqWU4bnxlJBxNatW6u+eFvqPpG3dUne/ea9VoxhmMMIALKzs/NduyEhIdi7d6+S661+/fqqwLI5r8l27dqpnp89ezbfOps3b8aECRNUrY5KG7SoV6+eKqBg7Xu97KGHHlI9l9MLmOr9999X3TM//PBDk7p0yiIjI1UtkhYuXIhFixZh2LBhqlxw5eGzas6cOahSpQri4uLw33//qf527typ6i5/6dIlrF692iLlKIo57h3muA8QEZUEA2NERBY0YMAABAQEKM/v3LlTYKDFsNuGEEKVa6qoFjumaNSoEXr37q0837Nnj2q54fNq1arlS/JublWrVsUzzzyjPP/vv//ydVnZsWMHBg0ahOPHj6vmG34JkIOIqamp8PHxUVpGlYRh91e9Xg+dTpcvubG5tWnTBkuWLCn2y7Bh0uvbt28r9c7Ozla1XCqMYU6dCxcuYP78+fkGAQCkgSNk2dnZ+ZK637lzB8888wxWrFhR7DELqkP37t2V50eOHFF1gzLXtW4O48aNQ1BQkPJ84cKFqtd5/PjxcHd3V54bvn8yMjJUudpGjRqlBMMXLlyYL8hWvXp1PP3008pzNzc3eHt7o3Llyqov7oZfGk+cOFGK2hWuUqVKqnvU4cOHVS2dDOvp7u6OV155pUTH2bt3ryofkeF+dTpdie4/rVq1UuVw27JlS74cVL///juGDh2qBLx0Op2qBe+lS5dUOZpKc0326tULYWFhyvN169blK89HH32EP/74Q8lnBRR8fwOATp06YejQocUeV6vV4s0331SeX758WdXFz/C1dnBwwOTJk42sUel06tRJ9Z7Jm4zfWEFBQar7VEpKCj777DOT91O5cmU8+eSTyvNffvkFx48fxwsvvKBarzSfVeYgD9gzYcIEPPzww2jZsqXqr23bthg9erRqm7lz55q9HMUxx73D8JqoVatWvlyKREQWY8URMYmIyo2EhASRkJCgGia8evXqIiEhQZw7d87k9QxNmzZNWbd58+YFrvPgwQPVsO7h4eFiy5YtYv369aJu3bqq4/Xr108kJCSIrKwscfXqVRETE6NaPn78eJGQkCBu3LiR7zg3b94UrVu3VtYdM2aM+O+//8ScOXOEo6OjACACAwPFvn37lG0KO8a5c+dEenp6vtdDLp+8rHr16sqyhx9+WFkmhBApKSkiPDxcWd6qVSvx999/i0OHDonFixeLwMBA8fjjj4v79++r6tG7d29lm9q1a4t9+/aJd999VwAQu3fvNvl1MfToo48q27z22mtFrlucc+fOKa9Pccf/8MMPVeV9//33Vcs3b96sWv7GG2+I/fv3izFjxggPD4981+Pdu3dV29+6dUu4uroq67m5uYk7d+7kK4derxfPPfecsl7VqlXFDz/8IA4dOiTWrl0rWrduLYKDg8XZs2dL9JokJiaKwMBAZf+DBg0Se/bsEfPnzxeenp6qOs6aNUt5X507d07MmjVLtfynn34q9H1XmKysLJGQkJDv+pCvzaSkJGXd+fPnq9Z55plnREJCgvK6rVu3Tnh5eQkAwsPDQyxdulTExcWJZ555Rtmmd+/eIiMjQ9lnixYtlHpv3rxZHDt2TKxatUrUqVNH2WbatGnK+sOGDVPme3l5iTVr1oiYmBjV+9jw+hJCiKSkJPHTTz/ley2TkpKMel9mZGSo3mNPP/202L17t/j555+Va83Ly0usX7/epNfesDzOzs5iyJAhYs+ePWLhwoXCyclJWfbNN98o25j6Xj59+rSoWbOmsm6PHj3Epk2bxMGDB8XXX38tvLy8xPDhw4Ver1e2uXXrlmjQoIGyzWOPPSZ27twpli9fLqpWrWry6ywvF0KI+Ph4VXn69+8v4uLixJ49e8To0aOFTqcTGzduVNVh9uzZyvparVZs2LBBrFixQjg4OIhZs2aJu3fvFnoO5fe9Xq8XL7/8srL8kUceEdu2bRNr165V3n9OTk5i8eLFynGL2m9WVpY4d+6cGD9+vKq+MTEx4urVq0ZfA2PGjFG2HTx4cL7lSUlJIiEhQTz88MP5jiOXQwjps0N+7wEQnp6e4uDBg+LixYtFXjPy9rL169er1mvfvn2B5Tb1s0p+nxnWo7j/FQpy7tw5MXnyZOHs7Cz27dtX4Gt99+5dsX37duHg4KAcS6PRiNjYWJGUlFTkdZr3c8La946IiAhl208++cTo14mIqLQYGCMiEuovbHn/goODTV7P0NWrV4Wzs7MAIL777rtCy3D//n3xwQcfiIYNGwpnZ2fh4eEhOnbsKGJjYws8XmJioupLc96/vIEVWVZWlliwYIHo3Lmz8Pf3F46OjsLLy0u0bNlSTJs2TaSkpKjWL+wYwcHBYsuWLYUev7hlsvT0dDF79mzRtm1b4e3tLRwcHIS3t7do06aNmD17tsjMzMxXh0uXLolBgwaJgIAA4ejoKJydnUWDBg3E119/XWSZi3pdZKtXr1bWPXHiRJHrFic4ONik47/wwgtFrvfrr7+KZs2aCVdXV+Hj4yO6desmtmzZogqqyn+GX3hlQ4cOVZZHRkYWWfbly5eLHj16iCpVqghHR0fh5uYmGjVqJF5//XWRnJxs4iuhdunSJTFq1CgRFBQkHB0dhb+/vxg4cKCIjo4u9H1V0GtZ1PuuMImJiUW+jzt27Kism52dLcLCwvKtM3fuXGWdCxcuiEmTJonw8HDh4eEhHB0dRUBAgOjVq5dYvnx5vuNHR0eL5557ToSHh4sqVaoInU4nnJycRI0aNcSTTz4p/vjjD9X6d+/eFa+++qqoWbOmcHJyEsHBwWLs2LFi9+7dBZZfCFHg9SDXzdj3pV6vF8uXLxe9evVS3mceHh4iPDxcTJo0SVy8eNGk110I9f1z6NCh4oMPPhB169YVTk5OwsvLS3Tu3DnfF+aSvJdv3rwppk6dKpo3by48PDyEg4OD8PPzE506dRLz589XBcVkt27dEpMnTxZ16tQROp1O+Pj4iJ49e6ruB8a+zvJy2e3bt8WHH34oWrduLby9vYVOpxPBwcGif//+Yu/evfnK8uDBAzFp0iRRp04d4eTkJBwcHERQUJAYPXq0yMzMFIsXLy70uHnf9xs3bhT9+/cXQUFBwsnJSbi5uYmwsDAxevRoER8fr1q3qP0mJiYW+h4cNmxYMWc+V0pKihJsdHd3z3cvKeo1lcshmzFjRr7lrVu3LvKaMdxeCCFycnJU9Vq0aFGhZTfls6qo95kp96y8r3lBr3VR561jx45FvqZ5rxdr3juOHTsmtFqtACAaNWpU4Gc/EZGlaIQwYTgZIiIqkcjISKxatQqXL1/ONzoalS96vR61a9dG7dq183UjJKKSM+wuPGzYMERHR1uvMGQ1//33Hzp37ox79+7xOiAAgBACPXv2xPr16xEQEIAdO3agdu3a1i4WEVUgzDFGRGQBw4cPVyXhjY+Px3PPPcegWDl04sQJVa6TlJQUXL9+3aJJ94mIKqpWrVph165dqF+/PpYsWYIxY8aUmxFpqexlZmZiyJAhWL9+PVq1aoU9e/YwKEZEZY6BMSIiC1iyZAmioqJw5MgRvP322zh69GiZJTgm01y5cgVff/01Fi9ejAMHDmDYsGEICQlRJUMnopK7efNmvgEi7t27h9OnT5doNEGyfY0aNcKhQ4fw8ccfY9WqVarBKqhi2bVrF3bt2oU5c+Zg9+7dqFGjhrWLREQVELtSEhFZQN++fREXF4dbt26hbt26+OSTT1Sj8VH5cerUKbz00ks4dOgQHjx4gDZt2uD7779HnTp18q27c+dO9OvXz6j9/vHHH2jXrp25i1vu9OvXz6iR+9q1a4c//vjDImV49dVX8euvvxa7Xo0aNfDff/9ZpAxUuKlTp2LatGkFLlu8eDGGDx9etgWiciUrKws5OTlwcXGxdlHICtLT0+Hs7AwHBwdrF4WIKjBHaxeAiMgerVq1ytpFICPVq1cPMTExRq374MEDXL161eh1K4KbN28a9ZrcvHnTYmW4c+eOUWXgF2/rmDp1KqZOnWrtYlA5pdPpoNPprF0MshI3NzdrF4GIiC3GiIiIiIiIiIioYmKOMSIiIiIiIiIiqpAYGCMiIiIiIiIiogqJgTEiIiIiIiIiIqqQTAqMzZ07F+Hh4fDy8oKXlxfatm2LdevWFbnN8uXLUb9+fbi4uKBJkyb4+++/VcuFEJgyZQoCAwPh6uqKLl26ICEhwfSaEBERERERERERmcCkwFhQUBA++ugj7Nu3D3v37sVjjz2GPn364NixYwWuv3PnTgwePBgjRozAgQMH0LdvX/Tt2xdHjx5V1vn444/x1VdfYd68eYiLi4O7uzu6deuGjIyM0tWMiIiIiIiIiIioCKUeldLX1xeffPIJRowYkW/ZwIEDkZaWhrVr1yrz2rRpg2bNmmHevHkQQqBatWp44403MHHiRADSkOtVq1ZFdHQ0Bg0aVJqiERERERERERERFcqxpBvm5ORg+fLlSEtLQ9u2bQtcZ9euXXj99ddV87p164ZVq1YBABITE3HlyhV06dJFWe7t7Y3WrVtj165dhQbGMjMzkZmZqZqn0+ng6JhbHa1WCwcHB+Tk5ECv1yvzHRwcoNVqkZ2dDcOYYHHzs7KyVMeTj5WdnW3UfJ1OB71ej5ycHGWeRqOBo6Oj0fNZJ9aJdWKdWCfWiXVinVgn1ol1Yp1YJ9aJdWKdWCfj6qTT6VAckwNjR44cQdu2bZGRkQEPDw+sXLkSDRs2LHDdK1euoGrVqqp5VatWxZUrV5Tl8rzC1ilIVFQUpk2bppo3fvx49OzZU3keFBSExo0bIz4+HklJScr80NBQhIaG4uDBg0hJSVHmN27cGEFBQdi9ezdSU1OV+S1btoS/vz9iY2NVJyIiIgIuLi7YtGmTqhydO3dGRkYGduzYocxzdHREly5dcPPmTezdu1eZ7+Hhgfbt2+Py5cuq7qX+/v5o2bIlzp49i9OnT7NOrBPrxDqxTqwT68Q6sU6sE+vEOrFOrBPrxDqxTibWqXv37iiOyV0pHzx4gAsXLuDOnTv4/fffsWDBAsTGxhYYHHNycsKSJUswePBgZd6cOXMwbdo0XL16FTt37kRERAQuX76MwMBAZZ0BAwZAo9Hg119/LbAMbDHGOrFOrBPrxDqxTqwT68Q6sU6sE+tUvuok79Oe6mQ4n3VinVin8lUnBwcH1bySthgrdY6xLl26oE6dOvjuu+/yLatZsyZef/11TJgwQZn3/vvvY9WqVTh06BDOnj2LOnXq4MCBA2jWrJmyTseOHdGsWTN8+eWXpSkaERERERERlYEHDx4gMTFR9YWZiMjSfHx8EBAQAI1GU+J9mNyVMi+9Xp+v9Zasbdu22LRpkyow9s8//yg5yUJCQhAQEIBNmzYpgbG7d+8iLi4Oo0ePLm3RiIiIiIiIyMKEEEhOToaDgwNq1KgBrVZr7SIRkZ0TQiA9PR3Xrl0DAFUvRFOZFBh7++230aNHD9SsWRP37t3DsmXLEBMTgw0bNgAAIiMjUb16dURFRQEAXn31VXTs2BGzZ8/GE088gV9++QV79+7F999/D0Bq5jZhwgTMnDkTdevWRUhICN577z1Uq1YNffv2LXGliIiIiIiIqGxkZ2cjPT0d1apVg5ubm7WLQ0QVhKurKwDg2rVrqFKlSr6ulcYyKTB27do1REZGIjk5Gd7e3ggPD8eGDRvQtWtXAMCFCxdUvw60a9cOy5Ytw//+9z+88847qFu3LlatWoXGjRsr60yePBlpaWl46aWXcPv2bbRv3x7r16+Hi4tLiSpEREREREREZUfO5ePk5GTlkhBRRSMH47OyskocGCt1jjEiIiIiIiKquDIyMpCYmIiQkBA2cCCiMmWO+w87fxMRERERERERUYXEwBgRERERERGRhQwfPtyqObQ7deqkGhCPbFPe64jn1XwYGCMiIiIiIqIKZ/jw4dBoNNBoNNDpdAgJCcHkyZORkZFRpuWIiYmBRqPB7du38y2rVasWvvjiizItT1krqzrKr3OjRo2UvHgyHx8fREdHW7wM5vTHH39gxowZRq3bqVMn5Vp3cXFBvXr1EBUVBWbWkjAwRkRERERERBVS9+7dkZycjLNnz+Lzzz/Hd999h/fff9/axSpTDx48sHYRipWTkwO9Xm+WfZ09exY//PCDWfZlTb6+vvD09DR6/RdffBHJyck4efIk3n77bUyZMgXz5s2zYAltBwNjRERERHbixg3g4kVrl4KIyHY4OzsjICAANWrUQN++fdGlSxf8888/ynK9Xo+oqCiEhITA1dUVTZs2xe+//64sz8nJwYgRI5TlYWFh+PLLLy1S1hdeeAG9evVSzcvKykKVKlWwcOFCAEBaWhoiIyPh4eGBwMBAzJ49O99+atWqhRkzZiAyMhJeXl546aWXAAArVqxAo0aN4OzsjFq1auXbtlatWpg5c6ay/+DgYKxZswbXr19Hnz594OHhgfDwcOzdu1e13fbt29GhQwe4urqiRo0aeOWVV5CWlgZAasl0/vx5vPbaa0qLJgCIjo6Gj48P1qxZg4YNG8LZ2Rnbt2+HTqfDlStXVPufMGECOnToYPTrOH78eLz//vvIzMwsdJ3PPvsMTZo0gbu7O2rUqIExY8YgNTUVAHD37l24urpi3bp1qm1WrlwJT09PpKenAwAuXryIAQMGwMfHB76+vujTpw/OnTtnVBlzcnLw+uuvw8fHB35+fpg8eXK+1l2mdqV0c3NDQEAAgoOD8fzzzyM8PFx1rd+6dQuRkZGoVKkS3Nzc0KNHDyQkJCjLz58/j969e6NSpUpwd3dHo0aN8PfffyvlLe59IHcF/fTTTxEYGAg/Pz+MHTsWWVlZRpfBUhgYIyIiIrIDQgBt2gANGgB37li7NERUkQkBpKVZ5680PcOOHj2KnTt3wsnJSZkXFRWFH374AfPmzcOxY8fw2muv4bnnnkNsbCwAKXAWFBSE5cuX4/jx45gyZQreeecd/Pbbb6V9GfMZOXIk1q9fj+TkZGXe2rVrkZ6ejoEDBwIAJk2ahNjYWKxevRobN25ETEwM9u/fn29fn376KZo2bYoDBw7gvffew759+zBgwAAMGjQIR44cwdSpU/Hee+/l6174+eefIyIiAgcOHMATTzyBoUOHIjIyEs899xz279+POnXqIDIyUgninDlzBt27d8fTTz+Nw4cP49dff8X27dsxbtw4AFJ3wKCgIEyfPh3JycmquqWnp2PWrFlYsGABjh07hpYtW6J27dr48ccflXWysrKwdOlSvPDCC0a/jhMmTEB2dja+/vrrQtfRarX46quvcOzYMSxZsgSbN2/G5MmTAQBeXl7o1asXli1bptpm6dKl6Nu3L9zc3JCVlYVu3brB09MT27Ztw44dO+Dh4YHu3bsb1UJv9uzZiI6OxqJFi7B9+3bcvHkTK1euNLqORRFCYNu2bThx4oTqWh8+fDj27t2LNWvWYNeuXRBCoGfPnkrgauzYscjMzMTWrVtx5MgRzJo1Cx4eHgCMfx9s2bIFZ86cwZYtW7BkyRJER0errrHiymAxgoiIiIhs3pUrQkhfCYXYu9fapSGiiuT+/fvi+PHj4v79+0IIIVJTc+9HZf2Xmmp8uYcNGyYcHByEu7u7cHZ2FgCEVqsVv//+uxBCiIyMDOHm5iZ27typ2m7EiBFi8ODBhe537Nix4umnn1Ydp0+fPoWuv2XLFgFAuLu75/vTaDTi888/V9Zt2LChmDVrlvK8d+/eYvjw4UIIIe7duyecnJzEb7/9piy/ceOGcHV1Fa+++qoyLzg4WPTt21dVhmeffVZ07dpVNW/SpEmiYcOGqu2ee+455XlycrIAIN577z1l3q5duwQAkZycLISQXquXXnpJtd9t27YJrVarXC/BwcGqOgohxOLFiwUAcfDgQdX8WbNmiQYNGijPV6xYITw8PESqESdefp1v3bol5s2bJ3x9fcXt27eFEEJ4e3uLxYsXF7rt8uXLhZ+fn/J85cqVwsPDQ6SlpQkhhLhz545wcXER69atE0II8eOPP4qwsDCh1+uVbTIzM4Wrq6vYsGFDsWUNDAwUH3/8sfI8KytLBAUFqa6jjh07qs5rUTp27Ch0Op1wd3cXOp1OABAuLi5ix44dQgghTp06JQAoz4UQIiUlRbi6uirXU5MmTcTUqVONOp4QBb8PgoODRXZ2tjKvf//+YuDAgUaXoSB57z8lwRZjRERERHbg5Mnc6cuXrVcOIiJb8uijj+LgwYOIi4vDsGHD8Pzzz+Ppp58GAJw+fRrp6eno2rUrPDw8lL8ffvgBZ86cUfbx7bffokWLFqhcuTI8PDzw/fff48KFCyaXZdu2bTh48KDqr1q1aqp1Ro4cicWLFwMArl69inXr1imtpc6cOYMHDx6gdevWyvq+vr4ICwvLd6yWLVuqnsfHxyMiIkI1LyIiAgkJCapE9eHh4cp01apVAQBNmjTJN+/atWsAgEOHDiE6Olr1+nXr1g16vR6JiYlFvh5OTk6q4wFSi6LTp09j9+7dAKQulwMGDIC7u3uR+8prxIgR8PPzw6xZswpc/u+//6Jz586oXr06PD09MXToUNy4cUPpJtmzZ0/odDqsWbMGgNQN1cvLC126dFHqffr0aXh6eir19vX1RUZGhuraKcidO3eQnJysOo+Ojo75zpmphgwZgoMHD2LHjh3o0aMH3n33XbRr1w6AdP4dHR1Vx/Tz80NYWBji4+MBAK+88gpmzpyJiIgIvP/++zh8+LBq/8a8Dxo1agQHBwfleWBgoHKtGFMGS3G06N6JiIiIqEycOJE7bdAThYiozLm5Af+fjskqxzaFu7s7QkNDAQCLFi1C06ZNsXDhQowYMULJKfXXX3+hevXqqu2cnZ0BAL/88gsmTpyI2bNno23btvD09MQnn3yCuLg4k8seEhICHx8f1TxHR/VX9sjISLz11lvYtWsXdu7ciZCQEJPya8lMDSTJdDqdMi3nAytonpwoPzU1FS+//DJeeeWVfPuqWbNmkcdydXVV9ierUqUKevfujcWLFyMkJATr1q1DTEyMyfVwdHTEBx98gOHDhyvdOmXnzp1Dr169MHr0aHzwwQfw9fXF9u3bMWLECDx48ABubm5wcnLCM888g2XLlmHQoEFYtmwZBg4cqJyv1NRUtGjRAkuXLs137MqVK5tcXnPw9vZWrvXffvsNoaGhaNOmjRLMK87IkSPRrVs3/PXXX9i4cSOioqIwe/ZsjB8/3uj3geG1AkjXi7kGVSgNBsaIiIiI7IBhYIwtxojImjQaoIRxF6vSarV455138Prrr+PZZ59Vkr5fuHABHTt2LHCbHTt2oF27dhgzZowyr7gWQaXh5+eHvn37YvHixdi1axeef/55ZVmdOnWg0+kQFxenBJ1u3bqFU6dOFVp+WYMGDbBjxw7VvB07dqBevXqqFj6mat68OY4fP64EZAri5OSkapVWnJEjR2Lw4MEICgpCnTp18rV0M1b//v3xySefYNq0aar5+/btg16vx+zZs6HVSp3sCsoZN2TIEHTt2hXHjh3D5s2bMXPmTGVZ8+bN8euvv6JKlSrw8vIyqVze3t4IDAxEXFwcHnnkEQBAdnY29u3bh+bNm5tazQJ5eHjg1VdfxcSJE3HgwAE0aNAA2dnZiIuLU1qR3bhxAydPnkTDhg2V7WrUqIFRo0Zh1KhRePvttzF//nyMHz/eLO8DY8tgCexKSURERGQHGBgjIiq9/v37w8HBAd9++y08PT0xceJEvPbaa1iyZAnOnDmD/fv34+uvv8aSJUsAAHXr1sXevXuxYcMGnDp1Cu+99x7+++8/i5Zx5MiRWLJkCeLj4zFs2DBlvoeHB0aMGIFJkyZh8+bNOHr0KIYPH64Ed4ryxhtvYNOmTZgxYwZOnTqFJUuW4JtvvsHEiRNLVdY333wTO3fuxLhx43Dw4EEkJCRg9erVqlZatWrVwtatW3Hp0iWkpKQUu89u3brBy8sLM2fOVAUGS+Kjjz7CokWLlFEyASA0NBRZWVn4+uuvcfbsWfz444+YN29evm0feeQRBAQEYMiQIQgJCVF1ARwyZAj8/f3Rp08fbNu2DYmJiYiJicErr7yCpKSkYsv16quv4qOPPsKqVatw4sQJjBkzBrdv3y5VXfN6+eWXcerUKaxYsQJ169ZFnz598OKLL2L79u04dOgQnnvuOVSvXh19+vQBIA1asGHDBiQmJmL//v3YsmULGjRoAMA87wNjymApDIwRERER2QEGxoiISs/R0RHjxo3Dxx9/jLS0NMyYMQPvvfceoqKi0KBBA3Tv3h1//fUXQkJCAEjBhX79+mHgwIFo3bo1bty4oWo1YwldunRBYGAgunXrli8H2SeffIIOHTqgd+/e6NKlC9q3b48WLVoUu8/mzZvjt99+wy+//ILGjRtjypQpmD59OoYPH16qsoaHhyM2NhanTp1Chw4d8NBDD2HKlCmqck+fPh3nzp1DnTp1jOpmqNVqMXz4cOTk5CAyMrJU5Xvsscfw2GOPITs7W5nXtGlTfPbZZ5g1axYaN26MpUuXIioqKt+2Go0GgwcPxqFDhzBkyBDVMjc3N2zduhU1a9ZEv3790KBBA4wYMQIZGRlGtSB74403MHToUAwbNkzpmvjUU0+Vqq55+fr6IjIyElOnToVer8fixYvRokUL9OrVC23btoUQAn///bfS/TEnJwdjx45V3gf16tXDnDlzAJjvfVBcGSxFI0RpBrQlIiIiImvLyJDy6sj/1TVvDuzbZ90yEVHFkZGRgcTERISEhMDFxcXaxbF7qampqF69OhYvXox+/fpZuzhWMWLECFy/fl1Jfk8VlznuP8wxRkRERGTjEhJyg2IAW4wREdkjvV6PlJQUzJ49Gz4+PnjyySetXaQyd+fOHRw5cgTLli1jUIzMhl0piYiIiGyc3I3y/3v24OpVwKBXCBER2YELFy6gatWqWLZsGRYtWpRvxMqKoE+fPnj88ccxatQodO3aVbWsR48e8PDwKPDvww8/tFKJC1ZYOT08PLBt2zaT9rVt27Yi90fFq3jvJCIiIiI7IwfG2rcHLlwAcnKk4Fj16tYtFxERmU+tWrVQ0TMhxcTEFLpswYIFuH//foHLfH19LVSikjl48GChy6qb+OHdsmXLIvdHxWNgjIiIiMjGnTwpPTZsCAQEAJcuAcnJDIwREVHFYWpAyZpCQ0PNti9XV1ez7q8iYldKIiIiIhsntxirXx+QB/pinjEiIiKi4jEwRkRERGTDhGBgjIiIiKikGBgjIiIismGXLgFpaYCjI1CnDhAYKM1nYIyIiIioeAyMEREREdkwOb9Y7dqATpfbYiw52XplIiIiIrIVDIwRERER2TDDbpQAu1ISERERmYKBMSIiIiIbxsAYEVH5N3z4cPTt29dqx+/UqRMmTJhgteOTeeS9jnhezYOBMSIiIiIbljcwxhxjRETGGT58ODQaDTQaDZycnBAaGorp06cjOzu7zMsSExMDjUaD27dv51tWq1YtfPHFF2VeprJUVnWUX+dGjRohJydHtczHxwfR0dEWL4M5/fHHH5gxY4ZR63bq1Em53l1cXFCvXj1ERUVBCGHhUpZ/DIwRERER2TA5MBYWJj3KLcauXweysqxTJiIiW9G9e3ckJycjISEBb7zxBqZOnYpPPvmkwHUfPHhQxqUrO7ZQt5ycHOj1erPs6+zZs/jhhx/Msi9r8vX1haenp9Hrv/jii0hOTsbJkyfx9ttvY8qUKZg3b54FS2gbGBgjIiIislGpqUBSkjQtB8b8/aURKoUArl61XtmIiGyBs7MzAgICEBwcjNGjR6NLly5Ys2YNgNxuax988AGqVauGsP+/0V68eBEDBgyAj48PfH190adPH5w7d07ZZ05ODl5//XX4+PjAz88PkydPNlurnBdeeAG9evVSzcvKykKVKlWwcOFCAEBaWhoiIyPh4eGBwMBAzJ49O99+atWqhRkzZiAyMhJeXl546aWXAAArVqxAo0aN4OzsjFq1auXbtlatWpg5c6ay/+DgYKxZswbXr19Hnz594OHhgfDwcOzdu1e13fbt29GhQwe4urqiRo0aeOWVV5CWlgZAasl0/vx5vPbaa0qLJgCIjo6Gj48P1qxZg4YNG8LZ2Rnbt2+HTqfDlStXVPufMGECOnToYPTrOH78eLz//vvIzMwsdJ3PPvsMTZo0gbu7O2rUqIExY8YgNTUVAHD37l24urpi3bp1qm1WrlwJT09PpKenAyj+WimKMdeRqV0p3dzclOv9+eefR3h4OP755x9l+a1btxAZGYlKlSrBzc0NPXr0QEJCgrL8/Pnz6N27NypVqgR3d3c0atQIf//9t1LeESNGICQkBK6urggLC8OXX36pOr78nvr0008RGBgIPz8/jB07FlkGv+QVVwZLYGCMiIiIyEadOiU9Vq4M+PlJ01otu1MSkZUJAaSlWeevlAEoV1dXVeupTZs24eTJk/jnn3+wdu1aZGVloVu3bvD09MS2bduwY8cOeHh4oHv37sp2s2fPRnR0NBYtWoTt27fj5s2bWLlyZanKJRs5ciTWr1+PZIOhh9euXYv09HQMHDgQADBp0iTExsZi9erV2LhxI2JiYrB///58+/r000/RtGlTHDhwAO+99x727duHAQMGYNCgQThy5AimTp2K9957L1/3ws8//xwRERE4cOAAnnjiCQwdOhSRkZF47rnnsH//ftSpUweRkZFKEOfMmTPo3r07nn76aRw+fBi//vortm/fjnHjxgGQugMGBQVh+vTpSE5OVtUtPT0ds2bNwoIFC3Ds2DG0bNkStWvXxo8//qisk5WVhaVLl+KFF14w+nWcMGECsrOz8fXXXxe6jlarxVdffYVjx45hyZIl2Lx5MyZPngwA8PLyQq9evbBs2TLVNkuXLkXfvn3h5uZm1LVSFEteR0IIbNu2DSdOnICTk5Myf/jw4di7dy/WrFmDXbt2QQiBnj17KoGrsWPHIjMzE1u3bsWRI0cwa9YseHh4AAD0ej2CgoKwfPlyHD9+HFOmTME777yD3377TXXsLVu24MyZM9iyZQuWLFmC6Oho1TVWXBksQhARERGRTVq6VAhAiA4d1PMffliav3KlVYpFRBXM/fv3xfHjx8X9+/elGamp0k3IGn+pqUaXe9iwYaJPnz5CCCH0er34559/hLOzs5g4caKyvGrVqiIzM1PZ5scffxRhYWFCr9cr8zIzM4Wrq6vYsGGDEEKIwMBA8fHHHyvLs7KyRFBQkHKsgmzZskUAEO7u7vn+NBqN+Pzzz5V1GzZsKGbNmqU87927txg+fLgQQoh79+4JJycn8dtvvynLb9y4IVxdXcWrr76qzAsODhZ9+/ZVleHZZ58VXbt2Vc2bNGmSaNiwoWq75557TnmenJwsAIj33ntPmbdr1y4BQCQnJwshhBgxYoR46aWXVPvdtm2b0Gq1yjUTHBysqqMQQixevFgAEAcPHlTNnzVrlmjQoIHyfMWKFcLDw0OkGnHu5df51q1bYt68ecLX11fcvn1bCCGEt7e3WLx4caHbLl++XPj5+SnPV65cKTw8PERaWpoQQog7d+4IFxcXsW7dOiGEcddKUYy5jjp27Kg6r0Xp2LGj0Ol0wt3dXeh0OgFAuLi4iB07dgghhDh16pQAoDwXQoiUlBTh6uqqXE9NmjQRU6dONep4QggxduxY8fTTTyvPhw0bJoKDg0V2drYyr3///mLgwIFGlyGvfPefEmCLMSIiIiIblTe/mEzOM2bwozsRERVg7dq18PDwgIuLC3r06IGBAwdi6tSpyvImTZqoWtQcOnQIp0+fhqenJzw8PODh4QFfX19kZGTgzJkzuHPnDpKTk9G6dWtlG0dHR7Rs2dKo8mzbtg0HDx5U/VWTb+r/b+TIkVi8eDEA4OrVq1i3bp3SWurMmTN48OCB6vi+vr5KN1BDecsUHx+PiIgI1byIiAgkJCSoEtWHh4cr01WrVlVep7zzrl27BkB6zaKjo5XXy8PDA926dYNer0diYmKRr4eTk5PqeIDUouj06dPYvXs3AKnL5YABA+Du7l7kvvIaMWIE/Pz8MGvWrAKX//vvv+jcuTOqV68OT09PDB06FDdu3FC6Sfbs2RM6nU7pertixQp4eXmhS5cuSr2LulaKUtrrqDBDhgzBwYMHsWPHDvTo0QPvvvsu2rVrB0A6/46Ojqpj+vn5ISwsDPHx8QCAV155BTNnzkRERATef/99HD58WLX/b7/9Fi1atEDlypXh4eGB77//HhcuXFCt06hRIzg4OCjPAwMDlWvFmDJYgqPF9kxEREREFnXypPQoj0gpk79DsSslEVmFm5uUBNFaxzbBo48+irlz58LJyQnVqlWDo6P6K3LeYEtqaipatGiBpUuX5ttX5cqVTS9vHiEhIfDx8VHNy1umyMhIvPXWW9i1axd27tyJkJAQk/JryUwNJMl0Op0yLecDK2ienCg/NTUVL7/8Ml555ZV8+6pZs2aRx3J1dVX2J6tSpQp69+6NxYsXIyQkBOvWrUNMTIzJ9XB0dMQHH3yA4cOHK906ZefOnUOvXr0wevRofPDBB/D19cX27dsxYsQIPHjwAG5ubnBycsIzzzyDZcuWYdCgQVi2bBkGDhyonC9LXysl4e3tjdDQUADAb7/9htDQULRp00YJ5hVn5MiR6NatG/766y9s3LgRUVFRmD17NsaPH49ffvkFEydOxOzZs9G2bVt4enrik08+QVxcnGofhtcKIF0v5hpUoaQYGCMiIiKyUXKLMQbGiKhc0WiAEgZdypq7u7sSKDBG8+bN8euvv6JKlSrw8vIqcJ3AwEDExcXhkUceAQBkZ2dj3759aN68uVnK7Ofnh759+2Lx4sXYtWsXnn/+eWVZnTp1oNPpEBcXpwSdbt26hVOnTqFjx45F7rdBgwbYsWOHat6OHTtQr149VQsfUzVv3hzHjx8v8nV2cnJStUorzsiRIzF48GAEBQWhTp06+Vq6Gat///745JNPMG3aNNX8ffv2Qa/XY/bs2dBqpY52eXNlAVILrK5du+LYsWPYvHkzZs6cqSwz5lopjLe3t8WvIw8PD7z66quYOHEiDhw4gAYNGiA7OxtxcXFKK7IbN27g5MmTaNiwobJdjRo1MGrUKIwaNQpvv/025s+fj/Hjx2PHjh1o164dxowZo6xbXMu4vIwtg7mxKyURERGRDcrJyU2+nzcwxuT7RESWMWTIEPj7+6NPnz7Ytm0bEhMTERMTg1deeQVJ/z9M8KuvvoqPPvoIq1atwokTJzBmzBjcvn3brOUYOXIklixZgvj4eAwbNkyZ7+HhgREjRmDSpEnYvHkzjh49iuHDhyvBnaK88cYb2LRpE2bMmIFTp05hyZIl+OabbzBx4sRSlfXNN9/Ezp07MW7cOBw8eBAJCQlYvXq1qpVWrVq1sHXrVly6dAkpKSnF7rNbt27w8vLCzJkzVYHBkvjoo4+waNEiZZRMAAgNDUVWVha+/vprnD17Fj/++CPmzZuXb9tHHnkEAQEBGDJkCEJCQlRdAI25VopSFtfRyy+/jFOnTmHFihWoW7cu+vTpgxdffBHbt2/HoUOH8Nxzz6F69ero06cPAGnQgg0bNiAxMRH79+/Hli1b0KBBAwBA3bp1sXfvXmzYsAGnTp3Ce++9h//++8+k8hhTBktgYIyIiIjIBl24AGRkAE5OQK1a6mXMMUZEZBlubm7YunUratasiX79+qFBgwYYMWIEMjIylFZBb7zxBoYOHYphw4YpXcqeeuops5ajS5cuCAwMRLdu3fLlIPvkk0/QoUMH9O7dG126dEH79u3RokWLYvfZvHlz/Pbbb/jll1/QuHFjTJkyBdOnT8fw4cNLVdbw8HDExsbi1KlT6NChAx566CFMmTJFVe7p06fj3LlzqFOnjlHdDLVaLYYPH46cnBxERkaWqnyPPfYYHnvsMWRnZyvzmjZtis8++wyzZs1C48aNsXTpUkRFReXbVqPRYPDgwTh06BCGDBmiWmbMtVKUsriOfH19ERkZialTp0Kv12Px4sVo0aIFevXqhbZt20IIgb///lvp/piTk4OxY8eiQYMG6N69O+rVq4c5c+YAkIJs/fr1w8CBA9G6dWvcuHFD1XrMWMWVwRI0Qhg/nm1UVBT++OMPnDhxAq6urmjXrh1mzZpVYCI/WadOnRAbG5tvfs+ePfHXX38BkJLnLVmyRLW8W7duWL9+vbFFIyIiIqpQ1q8HevQAGjUCjh5VLzt8GGjaFKhcGfj/fLZERBaTkZGBxMREhISEwMXFxdrFqRBSU1NRvXp1LF68GP369bN2caxixIgRuH79upL8niomc9x/TMoxFhsbi7Fjx6JVq1bIzs7GO++8g8cffxzHjx8vNHHfH3/8gQcPHijPb9y4gaZNm6J///6q9bp3766MrAEAzs7OphSNiIiIqEIpLL8YkNti7Pp14MEDqVUZERHZPr1ej5SUFMyePRs+Pj548sknrV2kMnfnzh0cOXIEy5YtY1CMzMKkwFjeFlzR0dGoUqUK9u3bpySEy8vX11f1/JdffoGbm1u+wJizszMCAgJMKQ4RERFRhVVUYMzPD9DpgKws4MoVoJhBv4iIyEZcuHABISEhCAoKQnR0dL4RKyuCPn36YM+ePRg1ahS6du2qWtajRw9s27atwO3eeecdvPPOO2VRRKN4eHgUumzdunUmjTS6bds29OjRo9DlqdYaJdZGlOpddOfOHQD5g19FWbhwIQYNGpSvhVlMTAyqVKmCSpUq4bHHHsPMmTPh5+dXmuIRERER2a2iAmMajZSA/8IFKc8YA2NERPahVq1aMCEbkl2KiYkpdNmCBQtw//79ApeZErcoCwcPHix0WfXq1U3aV8uWLYvcHxWtxIExvV6PCRMmICIiAo0bNzZqmz179uDo0aNYuHChan737t3Rr18/hISE4MyZM3jnnXfQo0cP7Nq1q8BhYTMzM5GZmamap9PpVNFyrVYLBwcH5OTkQK/XK/MdHByg1WqRnZ2tuqEUNz8rK0t1PPlYhgn6ipqv0+mg1+tVQ9BqNBo4OjoaPZ91Yp1YJ9aJdWKdWCfWSXbihCMADerW1SMrK3+dqlUTuHBBgwsXstG8ubCJOtnjeWKdWKeKUKesrCwIIaDX6yGEgEajUe1DPi6AfEGdwuZrtVoIIVTzNRoNNBqN1eazTuW/TtWrVy+yTobLrF2n2rVrF7m+Xq83+jw5Ozujdu3ahdZJnldezpM5rz35vpOVlQVHR8d89zdjkvaXODA2duxYHD16FNu3bzd6m4ULF6JJkyZ4+OGHVfMHDRqkTDdp0gTh4eGoU6cOYmJi0Llz53z7iYqKwrRp01Tzxo8fj549eyrPg4KC0LhxY8THx6uGQg0NDUVoaCgOHjyoGga2cePGCAoKwu7du1XNDFu2bAl/f3/ExsaqPoAiIiLg4uKCTZs2qcrRuXNnZGRkYMeOHco8R0dHdOnSBTdv3sTevXuV+R4eHmjfvj0uX76MowZZc/39/dGyZUucPXsWp0+fZp1YJ9aJdWKdWCfWiXVS1Sk11RFXr3YBAHh5JWPTpiP56uTllQbAAzExp+DpeaHc18kezxPrxDpVlDrdv38ffn5+SEtLg06ng06nQ2pqquqLrIeHBzQaDe7du6eqk6enJ4QQqtdFo9HAy8sL2dnZSE9PV+ZrtVp4enoiKytL1SrI0dER7u7u+RpQODk5wdXVFRkZGaq8187OznBxcUF6errqdXd1dYWTkxNSU1NVX9rd3NxYJ9aJdSqndUpLS0NGRgZ2794NV1fXfPe97t27ozgmjUopGzduHFavXo2tW7ciJCTEqG3S0tJQrVo1TJ8+Ha+++mqx61euXBkzZ87Eyy+/nG8ZW4yxTqwT68Q6sU6sE+tUkeu0Z48G7ds7olo14OLFgus0dqzAnDkavPlmDmbM0Jf7OhmW3V7OE+vEOlWUOmVkZODChQsIDg6Gm5ubXbZEYp1YJ9apfNYpPT0d58+fR82aNeHi4lKiFmMmBcaEEBg/fjxWrlyJmJgY1K1b19hNER0djVGjRuHSpUvF5g5LSkpCzZo1sWrVqgo5ygYRERFRUZYsAYYPBx57DMjToETx4YfAu+8Czz8PLFpUpsUjogomKysLp0+fRrVq1eDt7W3t4hBRBXLjxg1cu3YN9erVg4ND/lRcxjCpK+XYsWOxbNkyrF69Gp6enrhy5QoAwNvbG66urgCAyMhIVK9eHVFRUaptFy5ciL59++YLiqWmpmLatGl4+umnERAQgDNnzmDy5MkIDQ1Ft27dSlQpIiIiInsmJ94PCyt8nWrVpMfLly1fHiKq2BwdHeHm5obr169Dp9NBq9Vau0hEZOfk1mLXrl2Dj49PiYNigImBsblz5wIAOnXqpJq/ePFiDB8+HIA0fGzeG+HJkyexfft2bNy4Md8+HRwccPjwYSxZsgS3b99GtWrV8Pjjj2PGjBlwdnY2pXhEREREFcLJk9JjQSNSyhgYI6KyotFoEBgYiMTERJw/f97axSGiCsTHxwcBAQGl2keJcowRERERkfU0bAjExwMbNgCPP17wOkeOAOHhgJ8fYJAvm4jIYvR6vSopNxGRJel0ulK1FJMxMEZERERkQ7KyAHd36fH8eaBmzYLXu3ED8PeXpjMyADbEJyIiIsqPnb+JiIiIbEhiohQUc3UFgoIKX8/XF3Bykqb/Py0sEREREeXBwBgRERGRDZHzi4WFAUXlt9ZomGeMiIiIqDgMjBERERHZEHlEyqIS78sCA6VHBsaIiIiICsbAGBEREZENMSUwJrcYS062XHmIiIiIbBkDY0REREQ2pCSBMbYYIyIiIioYA2NERERENkQOjIWFFb8uA2NERERERWNgjIiIiMhGpKQAN29K0/XqFb8+c4wRERERFY2BMSIiIiIbIbcWCw4G3NyKX585xoiIiIiKxsAYERERkY0wJb8YwK6URERERMVhYIyIiIjIRpiSXwzIDYzdvAlkZFimTERERES2jIExIiIiIhtx8qT0aGyLMR8fwNlZmmZ3SiIiIqL8GBgjIiIishGmdqXUaJhnjIiIiKgoDIwRERER2YDMTODsWWna2MAYwDxjREREREVhYIyIiIjIBpw+Dej1gKcnEBBg/HYMjBEREREVjoExIiIiIhtgmF9MozF+u8BA6ZGBMSIiIqL8GBgjIiIisgGm5heTMccYERERUeEYGCMiIiKyAaUNjLHFGBEREVF+DIwRERER2QA5MBYWZtp2DIwRERERFY6BMSIiIqJyToiStxhjjjEiIiKiwmmEEMLahSAiIiKiwiUnSy2/tFogPR1wdjZ+29u3gUqVpOn0dMDV1SJFJCIiIrJJbDFGREREVM7JrcVq1zYtKAYA3t65wTAm4CciIiJSY2CMiIiIqJwraTdKANBomGeMiIiIqDAMjBERERGVcyVNvC9jnjEiIiKigjEwRkRERFTOnTwpPZakxRiQ22KMXSmJiIiI1BgYIyIiIirnStOVEmBXSiIiIqLCMDBGREREVI6lpwPnz0vTDIwRERERmRcDY0RERETl2KlT0qOvL+DvX7J9MMcYERERUcEYGCMiIiIqx0qbXwxgjjEiIjKf06eBCROACxesXRIi83C0dgGIiIiIqHClzS8GsCslERGZR3o60Lu39Nnk6Ah8+qm1S0RUemwxRkRERFSOmTMwducOkJZW+jIREVHFNHFi7ufS6dPWLQuRuTAwRkRERFSOyV9AwsJKvg9PT8DNTZpmd0oiIiqJP/8E5s7NfX7unNWKQmRWDIwRERERlVN6vXlyjGk0zDNGREQll5wMvPCCNN2rl/SYmAgIYb0yEZkLA2NERERE5VRSEnD/PqDTASEhpdsX84wREVFJ6PXA8OFASgrQtCnw44/S/Lt3gVu3rFo0IrMwKTAWFRWFVq1awdPTE1WqVEHfvn1xUv4ZsxDR0dHQaDSqPxcXF9U6QghMmTIFgYGBcHV1RZcuXZCQkGB6bYiIiIjsiNyNMjRUCo6VBgNjRERUEl9/DWzcCLi4AMuWAT4+QNWq0jJ2pyR7YFJgLDY2FmPHjsXu3bvxzz//ICsrC48//jjSisni6uXlheTkZOXv/PnzquUff/wxvvrqK8ybNw9xcXFwd3dHt27dkJGRYXqNiIiIiOyEOfKLyQIDpUcGxoiIyFiHDwOTJ0vTs2cDDRtK07VqSY+JiVYpFpFZOZqy8vr161XPo6OjUaVKFezbtw+PPPJIodtpNBoEBAQUuEwIgS+++AL/+9//0KdPHwDADz/8gKpVq2LVqlUYNGiQKUUkIiIishvmGJFSxhxjRERkivv3gSFDgAcPpLxio0fnLgsJAeLiGBgj+2BSYCyvO3fuAAB8fX2LXC81NRXBwcHQ6/Vo3rw5PvzwQzRq1AgAkJiYiCtXrqBLly7K+t7e3mjdujV27dpVYGAsMzMTmZmZqnk6nQ6OjrnV0Wq1cHBwQE5ODvR6vTLfwcEBWq0W2dnZEAaZAoubn5WVpTqefKzs7Gyj5ut0Ouj1euTk5CjzNBoNHB0djZ7POrFOrBPrxDqxTqxTxarTiRMOALSoXx+lrlNAgLSvS5cEsrJyj8vzxDqxTqwT68Q6FVT2SZO0OHrUAVWrCixYIC2XPz9q1tQCcMC5c6X/fOJ5Yp0sWSedEbkoShwY0+v1mDBhAiIiItC4ceNC1wsLC8OiRYsQHh6OO3fu4NNPP0W7du1w7NgxBAUF4cqVKwCAqnIn5f9XtWpVZVleUVFRmDZtmmre+PHj0bNnT+V5UFAQGjdujPj4eCQlJSnzQ0NDERoaioMHDyIlJUWZ37hxYwQFBWH37t1ITU1V5rds2RL+/v6IjY1VnYiIiAi4uLhg06ZNqnJ07twZGRkZ2LFjhzLP0dERXbp0wc2bN7F3715lvoeHB9q3b4/Lly/j6NGjynx/f3+0bNkSZ8+exenTp1kn1ol1Yp1YJ9aJdaqgdTp8uBMAF9Svj1LXKSsrDEAIzp17gE2btlitToD9nSfWiXVinVgne6tTVNQhfPttSwDAuHH74OvbFKmpuXW6fz8IQGMkJpb+84nniXWyZJ26d++O4miEYejOBKNHj8a6deuwfft2BAUFGb1dVlYWGjRogMGDB2PGjBnYuXMnIiIicPnyZQTKyS8ADBgwABqNBr/++mu+fbDFGOvEOrFOrBPrxDqxTvZep7t3AX9/6VfOW7cAL6/S1SkhQYtGjRzg6Slw40bucXmeWCfWiXVinVgnw7JfuwaEhwPXrmkwblwOPvtMn69O//6rQc+ejmjQADh6tPzXqaDzYevniXUyX4uxEgXGxo0bh9WrV2Pr1q0IKcHY4f3794ejoyN+/vlnnD17FnXq1MGBAwfQrFkzZZ2OHTuiWbNm+PLLL03ePxEREZGt++8/4OGHpZG/CmlEb5J79wAvr9xpD4/S75OIiOyLEEDv3sBffwGNG0ufRS4u+dc7fRqoWxdwdQXS0gCNpuzLSmQuJo1KKYTAuHHjsHLlSmzevLlEQbGcnBwcOXJEaR0WEhKCgIAAVXO5u3fvIi4uDm3btjV5/0RERET24ORJ6dEcifcBwNMzNxjGBPxERFSQuXOloJizM7BsWcFBMQCoUUMKht2/D1y7VrZlJDI3kwJjY8eOxU8//YRly5bB09MTV65cwZUrV3D//n1lncjISLz99tvK8+nTp2Pjxo04e/Ys9u/fj+eeew7nz5/HyJEjAUhN3SZMmICZM2dizZo1OHLkCCIjI1GtWjX07dvXPLUkIiIisjHmHJFSJo9Mefmy+fZJRET24fhx4I03pOmPPwaaNCl8XWdnoHp1afrcOYsXjciiTEq+P3fuXABAp06dVPMXL16M4cOHAwAuXLgArTY33nbr1i28+OKLuHLlCipVqoQWLVpg586daNiwobLO5MmTkZaWhpdeegm3b99G+/btsX79ergUFp4mIiIisnOWCIwFBgKnTjEwRkREapmZwLPPAhkZQPfuwPjxxW8TEgIkJQGJiUDr1pYvI5GlmBQYMyYdWUxMjOr5559/js8//7zIbTQaDaZPn47p06ebUhwiIiIiuyUHxsLCzLdPucUYu1ISEZGhd94BDh0C/P2BxYuNyxlWqxawbZsUGCOyZSZ1pSQiIiIiy8vJARISpGl2pSQiIkv65x/gs8+k6UWLgIAA47aTU46zKyXZOgbGiIiIiMqZc+eABw+kpMc1a5pvvwyMERGRoZQUYNgwaXr0aGlESmPJgTG2GCNbx8AYERERUTkjd6OsVw9wcDDffv9/UHAGxoiICEIAI0dK3esbNAA+/dS07WvVkh4ZGCNbx8AYERERUTljifxiAHOMERFRrvnzgdWrAZ0OWLYMcHMzbXu5xdj584Beb/7yEZUVBsaIiIiIyhlLjEgJsCslERFJTpwAJkyQpqOigGbNTN9H9epSq+asLH6ukG1jYIyIiIionDl5Uno0d2BM7kqZmgrcu2fefRMRkW148AAYMgS4fx/o3Bl47bWS7cfRMTcPJrtTki1jYIxK5M03gTZtgNu3rV0SIiIi+2OpFmMeHoCnpzTNX/eJiCqmKVOA/fsBX19gyRJAW4qoAEemJHvAwBiZLCcH+PprIC4OWL7c2qUhIiKyLzduANevS9P16pl//8wzRkRUcW3ZAnz8sTS9YIHUHbI0mICf7AEDY2SyxESp2S0ArFxp3bIQERHZG7kbZVCQ1MLL3JhnjIioYrp5Exg6VBqN8sUXgaeeKv0+5RZjDIyRLWNgjEx29Gju9L//AnfuWK8sRERE9sZS+cVkDIwREVU8QgAvvQRcuiS1Rv78c/Psl10pyR4wMEYmO3IkdzorC/j7b+uVhYiIyN5YKr+YTE7Az8AYEVHFER0NrFghJcxfuhRwdzfPftmVkuwBA2NkMrnFWKVK0iO7UxIREZmPpQNjzDFGRFTxyC3Epk0DWrY0337lFmMXL0qNJohsEQNjZDI5MCYP6/v330BGhvXKQ0REZE/kwFhYmGX2z66UREQVz6VL0mOfPubdb0AA4OwM6PVAUpJ5901UVhgYI5NkZubmPhk2DKhRA0hLA/75x7rlIiIisgdZWcDZs9I0c4wREZE5ZGVJifcBoHJl8+5bqwWCg6VpdqckW8XAGJnk5EkgJwfw9paCYvJIJuxOSUREVHpnzgDZ2VLul+rVLXMMwxxjQljmGEREVH7cuCE9ajSAn5/5988E/GTrGBgjk8jdKBs3lm6scmBszRrpH3kiIiIqOcP8YhqNZY4hB8bS04F79yxzDCIiKj+uX5cefX0BBwfz718OjLHFGNkqBsbIJPKIlI0bS4/t20u/Oty4AWzbZr1yERER2QNL5xcDpNZo3t7SNLtTEhHZPzkwVqWKZfbPkSnJ1jEwRiaRW4w1aSI9OjoCTz4pTbM7JRERUelYekRKGfOMERFVHHJgzNz5xWTsSkm2joExMolhV0pZv37S46pVzFVCRERUGvIAN5YOjBnmGSMiIvtWVoExthgjW8XAGBnt3r3cXwEMA2NdugAeHsDFi8C+fVYpGhERkc0TouxbjCUnW/Y4RERkfZYOjMldKS9fBjIyLHMMIktiYIyMduyY9BgYqB7NxMUF6NFDmv7jj7IvFxERkT24dg24fVtKuh8aatljsSslEVHFce2a9GipwJi/v5S/EgAuXLDMMYgsiYExMlpB3Shl8uiUzDNGRERUMnJrsVq1AFdXyx6LgTEioorD0i3GNBom4CfbxsAYGS3viJSGnngCcHKS/qmX/7EnIiIi45VVfjEgN8cYu1ISEdk/SwfGAOYZI9vGwBgZLe+IlIa8vIDOnaVpthojIiIyXVnlFwPYYoyIqCKRA2NVqljuGByZkmwZA2NktKK6UgK53SmZZ4yIiMh01gqMcURpIiL7VhYtxtiVkmwZA2NklGvXpD+NBmjYsOB1nnxSWr53rzRCJRERERlPDoyFhVn+WHJXyvv3gTt3LH88IiKyjpwc4MYNaZpdKYkKxsAYGUVuLVa7du6II3lVrQq0by9Nr1pVJsUiIiKyCxkZud1PyqLFmKsr4OMjTTPPGBGR/bpxI7dlsJ+f5Y7DrpRkyxgYI6MU141SxtEpiYiITJeQIH1x8fGxbA4YQ8wzRkRk/+RulJUqATqd5Y4jd6W8fh1ITbXccYgsgYExMkpRI1IakgNjsbFASoply0RERGQvDPOLaTRlc0wGxoiI7F9Z5BcDpB925JbIbDVGtoaBMTJKUSNSGqpVC2jWDNDrgT//tHSpiIiI7ENZ5heTMTBGRGT/ymJEShm7U5KtYmCMiiWE8V0pAaBfP+mR3SmJiIiMU5YjUsrkBPzMMUZEZL/KqsUYwJEpyXYxMEbFOn9e6ieu0wH16hW/vtydcuNG9i8nIiIyxsmT0mNZBsbYYoyIyP6VZWCMLcbIVjEwRsWSW4vVr29cwsZGjYDQUCAzE1i3zrJlIyIisnVZWUB8vDTNrpRERGRO1giMscUY2RqTAmNRUVFo1aoVPD09UaVKFfTt2xcn5Z84CzF//nx06NABlSpVQqVKldClSxfs2bNHtc7w4cOh0WhUf927dze9NmQRpnSjBKSkwRydkoiIyDi7dgHp6YC/PwNjRERkXteuSY/sSklUOJMCY7GxsRg7dix2796Nf/75B1lZWXj88ceRlpZW6DYxMTEYPHgwtmzZgl27dqFGjRp4/PHHcenSJdV63bt3R3JysvL3888/l6xGZHbyiJTFJd43JOcZ++sv4MED85eJiIjIXqxfLz126wZoy7Atv2GOMSHK7rhERFR22JWSqHiOpqy8Xv7P7f9FR0ejSpUq2LdvHx555JECt1m6dKnq+YIFC7BixQps2rQJkZGRynxnZ2cEBASYUhwqI6a2GAOAhx+W/uFOTgY2bwbYAJCIiKhgctqBsv6slANjGRnA7dtApUple3wiIrK8shyVMjhYerx9W/rz8bH8MYnMoVS/S965cwcA4Ovra/Q26enpyMrKyrdNTEwMqlSpgrCwMIwePRo3btwoTdHITLKyckfKMiUwptUCfftK03/8YfZiERER2YXkZODgQWn68cfL9tguLoD87xi7UxIR2aeybDHm4ZF7HHanJFtiUosxQ3q9HhMmTEBERAQamxAxefPNN1GtWjV06dJFmde9e3f069cPISEhOHPmDN555x306NEDu3btgoODQ759ZGZmIjMzUzVPp9PB0TG3OlqtFg4ODsjJyYFer1fmOzg4QKvVIjs7G8Kg30Bx87OyslTHk4+VnZ1t1HydTge9Xo+cnBxlnkajgaOjo9HzrVGn48eBBw908PAQqFYtG4abFFen3r31mDvXEatXC3z9dQ6cnctHnYqab6vniXVinVgn1ol1ss06/f13DgBHNG+uR6VKORCibOsUGOiImzc1uHwZCAvjeWKdWCfWiXWypzrp9cCNG44ANKhUKRtZWZavU61aDrh+XYtz54CmTXmeWCfr10lnxAiCJQ6MjR07FkePHsX27duN3uajjz7CL7/8gpiYGLi4uCjzBw0apEw3adIE4eHhqFOnDmJiYtC5c+d8+4mKisK0adNU88aPH4+ePXsqz4OCgtC4cWPEx8cjKSlJmR8aGorQ0FAcPHgQKSkpyvzGjRsjKCgIu3fvRmpqqjK/ZcuW8Pf3R2xsrOpEREREwMXFBZs2bVKVo3PnzsjIyMCOHTuUeY6OjujSpQtu3ryJvXv3KvM9PDzQvn17XL58GUfl/ooA/P390bJlS5w9exanT5+2ap22bg0A0Az16+uxZUvufGPqlJNzDB4ej+HaNR1+/PE0Ro6sXy7qZI/niXVinVgn1ol1ss06/fhjCoBAhIWdxaZNp8u8Tk5OLQH4/3/LNZ4n1ol1Yp1YJ3uq0927OuTkSN+nz5yJw/Hj9yxeJ1fXpgACkZgInifWqVzUyZiBHTXCMHRnpHHjxmH16tXYunUrQuQMe8X49NNPMXPmTPz7779o2bJlsetXrlwZM2fOxMsvv5xvGVuMlV2dpk7V4sMPHfDCCwLz5plep+efd8DSpVpMmKDH559ry0Wdippvq+eJdWKdWCfWiXWyvTrl5ABVqwI3b2oQE5ONdu1EmddpxAgH/PijFlFRwMSJPE+sE+vEOrFO9lSn+HigaVMdvL2BlJSyqdM772jx6acOGDcO+PJLnifWyfp1MqbFmEmBMSEExo8fj5UrVyImJgZ169Y1aruPP/4YH3zwATZs2IA2bdoUu35SUhJq1qyJVatW4cknnzS2eGQBTz0FrFoFfPEF8Oqrpm+/cqU0QmWtWsDZs4BGY+YCEhER2ajdu4G2bfH/X1gAg9/3ysw77wBRUcD48cBXX5X98YmIyHK2bgU6dgRCQ4GEhLI55nffAaNGAb16AX/+WTbHJCotk5Lvjx07Fj/99BOWLVsGT09PXLlyBVeuXMH9+/eVdSIjI/H2228rz2fNmoX33nsPixYtQq1atZRt5KZ0qampmDRpEnbv3o1z585h06ZN6NOnD0JDQ9GtWzczVZNKqiQjUhrq1g1wdZWG7D10yGzFIiIisnnyYN9du1onKAYA1apJj0y+T0Rkf8pyREpZrVrSI5Pvky0xKTA2d+5c3LlzB506dUJgYKDy9+uvvyrrXLhwAcnJyaptHjx4gGeeeUa1zaeffgpAakZ3+PBhPPnkk6hXrx5GjBiBFi1aYNu2bXB2djZTNakk0tKAM2ek6ZIGxtzcpOAYILUeIyIiIokcGDMi9YXFBAZKjwb/uhERkZ0oyxEpZXKmpcREwPSkTUTWYdLvk8b0uoyJiVE9P3fuXJHru7q6YsOGDaYUg8pIfLx0M6tcWcqBUlL9+kndMVeuBPKMmUBERFQh3bgB7NkjTVuzgTxbjBER2S9rBMaCg6XH9HQpTUBZHpuopExqMUYVS2m7Ucp69ZK6iBw5AhgMakFERFRh/fOP9ONTkyZAUJD1ymEYGOMv+0RE9sUagTFn59zPFnanJFvBwBgV6sgR6bG0gbFKlYBOnaRpdqckIiIqH90oASAgQHp88AC4edO6ZSEiIvOyRmAMyO1OWUznMaJyg4ExKpTcYqxJk9Lv66mnpEcGxoiIqKLT68tPYMzZGfDzk6aZZ4yIyL5cuyY9WiswxhZjZCsYGKNCmasrJQD07Ss97trFPCZERFSxHToEXL0KuLsDERHWLg3zjBER2StrtRjjyJRkaxgYowLdvJn7D3KjRqXfX7VqQJs20vTq1aXfHxERka2SW4s99pjUYsvaGBgjIrJPcmCsSpWyPS67UpKtYWCMCiS3FgsOBry8zLNPdqckIiIqP90oZQyMERHZHyGkUSEBdqUkKg4DY1Qgc3ajlMmBsS1bgFu3zLdfIiIiW3HnDrBzpzRdXgJjgYHSI3OMERHZj9u3gexsadpaXSnPnZPyahKVdwyMUYHkESnNkXhfVreuFGjLzgbWrjXffomIiGzF5s3S52C9ekDt2tYujYQtxoiI7I/cjdLTs+y77deoATg4SCMeX7lStscmKgkGxqhAlmgxBrA7JRERVWzr1kmP5aW1GMDAGBGRPbLWiJQA4OgIBAVJ0+xOSbaAgTHKRwjLB8bWrwfS0827byIiovJMiPKXXwxgYIyIyB5Za0RKGfOMkS1hYIzyuXRJ6pPu4ADUr2/efTdrJiX0v38f2LjRvPsmIiIqz+LjgYsXpS4tHTtauzS5DHOMCWHdshARkXlYa0RKGUemJFvCwBjlI7cWq1fP/P3RNRqgXz9p+o8/zLtvIiKi8kxuLdaxI+DmZt2yGAoIkB6zsoAbN6xbFiIiMg9rtxiTE/CzxRjZAgbGKB9LdaOUyd0p//xT+ieciIioIpADYz16WLcceTk55X5xYndKIiL7YO3AGLtSki1hYIzyscSIlIbatZNu0LdvA7GxljkGERFReZKWlvuZV57yi8mYZ4yIyL6Ul8AYu1KSLWBgjPKxdIsxBwegTx9pmqNTEhFRRRATIw1bHxwMhIVZuzT5GeYZIyIi22ftwJjclfLCBSA72zplIDIWA2OkkpMDHD8uTVsqMAbk5hlbuRLQ6y13HCIiovLAcDRKjca6ZSkIW4wREdmXa9ekR2sFxqpVk7rq5+QASUnWKQORsRgYI5UzZ4CMDMDVFahd23LHeewxwNNT+mV6zx7LHYeIiKg8MAyMlUcMjBER2Rdrj0qp1UqtpAF2p6Tyj4ExUpG7UTZsKHV5tBRnZ+CJJ6RpdqckIiJ7dvq09OfoKP0wVB4xMEZEZD+EsH5XSoAjU5LtYGCMVOTAmKUS7xuSR6f84w/p5k1ERGSPNmyQHtu3B7y8rFuWwjDHGBGR/bh7F8jKkqatGRhjAn6yFQyMkYo8IqUl84vJevSQWo6dPg0cO2b54xEREVnDunXSY3ntRgmwxRgRkT2RW4u5u0spcqxFDoyxxRiVdwyMkYqlR6Q05OkJdO0qTbM7JRER2aOMDGDLFmnaFgJjyckcFIeIyNaVh26UALtSku1gYIwUGRlAQoI0XRZdKYHc7pRr1pTN8YiIiMrS9u1AejoQEACEh1u7NIWrWlUaLTM7G0hJsXZpiIioNKw9IqWMXSnJVjAwRooTJ6ThdCtVys01YmmdOkmPR45I/4wTERHZE8PRKDUa65alKDpd7hco5hkjIrJt5aXFmBwYu3QJyMy0blmIisLAGCkMu1GW1T/vtWpJ/d4zM4GzZ8vmmERERGXFMDBW3jHPGBGRfZADY1WqWLcclSsDbm7SQGsXLli3LERFYWCMFGU5IqVMqwUaNJCmjx8vu+MSERFZ2sWL0uAyWm1uTs3yjIExItLrgSFDgLfesnZJqDTKS4sxjSY3zxi7U1J5xsAYKcpyREpDDRtKjwyMERGRPZFbi7VuDfj6WrcsxmBgjIgOHwaWLQM+/ljKj0i2qbwExgAm4CfbwMAYKcpyREpDjRpJj8eOle1xiYiILMmWulECuflFmWOMqOI6fFh6FAI4dcq6ZaGSK0+BMTnPGANjVJ4xMEYAgLt3c/t9s8UYERFR6WRlAf/+K03bSmCMLcaISA6MAdLAXGSbymNgjF0pqTxjYIwA5LYWq15dGpWyLMmBMXlUTCIiIlu3e7f0o5OfH9CihbVLYxwGxohITq0CMDBmy65dkx7LQ2CMXSnJFjAwRgCs140SkH5FcHEBMjJ4wyQiIvsgd6N8/HHAwcG6ZTEWA2NExBZjtk+I8jMqJcCulGQbGBgjANYZkVLm4ADUry9NszslERHZg3XrpMcePaxbDlPIOcauXJFGpiOiiuXaNen9L4uPt15ZqORSU4HMTGm6PLQYkwNj167Z5oAOv/8OrFxp7VKQpTEwRgCsNyKljAn4qSz98APQvj0TTBORZVy5Ahw4IE0//rh1y2KKqlUBjUZKayC3NiCiikP+PuDmJj2eOsU0J7ZIvn+7ugLu7tYtCwD4+ABeXtK0reUZO3sW6N9f+rt509qlIUtiYIwgRO4HoTVajAFMwE9l68svgR07gD//tHZJiMgebdwoPTZvLgWbbIWjY2552Z2SqOKRu1F26QI4OUlpTuTBuch2lKfE+4D0g4utJuD/7TfpMScH+O8/65aFLIuBMcLVq8CNG9JNq0ED65SBgTEqK0IACQnS9Jkz1i0LEdknOb+YrYxGaYh5xogqLvmH8ubNgXr1pGnmGbM95S0wBthunrFff82d3rPHeuUgyzMpMBYVFYVWrVrB09MTVapUQd++fXHy5Mlit1u+fDnq168PFxcXNGnSBH///bdquRACU6ZMQWBgIFxdXdGlSxckyN9cyeLk/GKhoVKTW2uQu1LGxzOvCVnW1avAvXvSNANjRGRuOTm5LcZsMTAm5xljV3OiikduMRYenpv/l3nGbE95GpFSZosjU546BRw8mPucgTH7ZlJgLDY2FmPHjsXu3bvxzz//ICsrC48//jjS0tIK3Wbnzp0YPHgwRowYgQMHDqBv377o27cvjsrRGAAff/wxvvrqK8ybNw9xcXFwd3dHt27dkJGRUfKakdGsmXhfVrs24OwM3L9ve01sybacOpU7zcAYEZnbvn1SK2wvL6BNG2uXxnRsMUZUMWVn5+b6bdIkNzDGFmO2pzyNSCmzxa6Ucmsx+XMxLk7qeUL2yaTA2Pr16zF8+HA0atQITZs2RXR0NC5cuIB9+/YVus2XX36J7t27Y9KkSWjQoAFmzJiB5s2b45tvvgEgtRb74osv8L///Q99+vRBeHg4fvjhB1y+fBmrVq0qVeXIONZOvA9wZEoqO3kDY/yAIyJzkkej7NoV0OmsW5aSYGCMqGI6fVrKKebmJv1gzcCY7WJXSvOQA2NTpkif59evA+fPW7dMZDmOpdn4zp07AABfX99C19m1axdef/111bxu3bopQa/ExERcuXIFXbp0UZZ7e3ujdevW2LVrFwYNGpRvn5mZmciUx6D9fzqdDo6OudXRarVwcHBATk4O9AZ98xwcHKDVapGdnQ1h8I24uPlZWVmq48nHys7ONmq+TqeDXq9HjsHQLhqNBo6OjkbPt1SdjhxxAKBFo0YCQlivTvXra3DokBaHD+egZ08NzxPrZJE6nTihBeAAQOpSefVqDvz8bLtOMns6T6wT62SrdVq3TgDQoGvXbGRlCZurk5R83xFJSXro9bDb88Q6sU6sk3r+/v0aAI5o0gQQIgd16+oB6HDihIBeL2yyToD9nSdj6nT1qh6AFr6+OcjK0peLOlWvDgA6JCZKn5Hl/TydOqXDsWOAk5NAv37ZmD/fAfv2abFnD1CzJq89W6uTzohfKkscGNPr9ZgwYQIiIiLQuIimRleuXEHVPEMyVa1aFVeuXFGWy/MKWyevqKgoTJs2TTVv/Pjx6Nmzp/I8KCgIjRs3Rnx8PJKSkpT5oaGhCA0NxcGDB5GSkqLMb9y4MYKCgrB7926kpqYq81u2bAl/f3/ExsaqTkRERARcXFywadMmVTk6d+6MjIwM7NixQ5nn6OiILl264ObNm9i7d68y38PDA+3bt8fly5dVXUv9/f3RsmVLnD17FqdPn7ZonR48yMaRI10AaFGnTjqys52sVidnZycA9bB58xUMGHCf54l1skiddu58CEDu/WbTpnPw88vNaWiLdZLZ03linVgnW6yTq2uQMmqVm9t2bNqUYXN1unpVA6AFTp26h8uX79nleWKdWCfWKX+d1q4NBRCK8HAgPj4ely4lA+iK69c12LcvEa1a1ba5OtnjeTKmTmfP3gPgjevXj2PTpkvlok7p6Q4AuuLWLQ3u3AGuXy/f52nrVqnRzkMPXce+ffsRGNgAQDDi4oB27Xjt2VqduhuR9FUjDEN3Jhg9ejTWrVuH7du3IygoqND1nJycsGTJEgwePFiZN2fOHEybNg1Xr17Fzp07ERERgcuXLyNQzvgKYMCAAdBoNPjVcCiI/8cWY+ar09mzQP36Ojg5CaSmSkO1W6tOf/whMGCAI5o31+O//4r+lbqinSfWyXx1atrUEfHxGuh0AllZGvzwgx6DBuWub4t1ktnTeWKdWCdbrNPy5VoMGgQ0bChw8GC2TdZp3z6BNm10qFZN4OLFoluJ2EqdKsK1xzqxTqWtU79+Dli7VouvvwZGj5bqVKeOIy5e1GDrVj06dLC9OgH2d56MqVPLlgL79mnwxx/Z6NVLlJs6BQY64sYNDQ4eBJo0Kb/nSQigSRMdTp0CoqOz8eyzAj/+qMGIEY5o3x6IjeW1Z2t1sliLsXHjxmHt2rXYunVrkUExAAgICMDVq1dV865evYqAgABluTzPMDB29epVNGvWrMB9Ojs7w9nZ2aiyOjg4wMHBId98wyCaMfMLezFNma/VaqHV5k/rZup8c9ZJHlS0QQONkgvFWnUKD5empa5uRZe9op2n0s5nnaT5QmiVhPvt22uwZQuQmKiFTpd/fVupkz2eJ9aJdbLVOq1fLz326KHJVyZbqVPNmtL0lSsaCKFR5pe27IXN57XHOgGsU2FlNHV+aepkOBiXXKf69YGLF4FTp7To0MH26mTIXs6TocLqlJIi3bsDAx1VuS6tXaeQEGlwmsREoGnT8nueDh6UchK7uAD9+kmvYbt20rJ9+4CcnIK/O/Das406Fcak5PtCCIwbNw4rV67E5s2bESJn0StC27Zt8zWF++eff9C2bVsAQEhICAICAlTr3L17F3Fxcco6ZDnlYURKWZ06gJMTkJ4OXLhg7dKQPbp4EXjwQLrOHn1UmseRKYnIHITIDYwZ0WK/3KpSBdBqAb0euHbN2qUhorJw507uaIGG3wkaNJAemYDftsj37vI0KiVgOyNTyh3WevYEPD2l6Xr1AG9v4P793NFbyb6YFBgbO3YsfvrpJyxbtgyenp64cuUKrly5gvv37yvrREZG4u2331aev/rqq1i/fj1mz56NEydOYOrUqdi7dy/GjRsHQGrqNmHCBMycORNr1qzBkSNHEBkZiWrVqqFv377mqSUVqjyMSClzdATCwqRp3nDIEuQRKevUkT7gAAbGiMg8Dh0CrlyRRnTr0MHapSk5BwdATvuanGzdshBR2ZB/KA8KAgzHVOPIlLYnLU0K3gDla1RKAKhVS3oszyNTCpEbGBs4MHe+Vgu0aiVN79lT9uUiyzMpMDZ37lzcuXMHnTp1QmBgoPJnmAfswoULSDb4T6pdu3ZYtmwZvv/+ezRt2hS///47Vq1apUrYP3nyZIwfPx4vvfQSWrVqhdTUVKxfvx4uLi5mqCIVRf4gLA+BMQBo2FB6PH7cuuUg+yQHxurVk4JjAANjRGQecmuxxx4DjMz2UG5VqyY9Xr5s3XIQUdmQfyiX05rI5MBYfHzZlodK7vp16dHZGfDwsG5Z8pJbjJXnwNjevVL53NyAJ55QL3v4YekxLq7sy0WWZ1KOMWPy9MfExOSb179/f/Tv37/QbTQaDaZPn47p06ebUhwqpQcPcn8BKg9dKQGgUSPpkS3GyBIS/n/wScPA2JUr0q9r7u7WKxcR2T576EYpq1ZNyqPCwBhRxXD4sPRYWGAsMRHIyJByLlH5JgfGKlcGNBrrliUvW+hKKbf36d07/3eD1q2lR7YYs08mtRgj+3LqFJCdLfWdrlHD2qWRsMUYWZJhi7FKlaQ/ADh71nplIiLbd/cuII8gbi+BMYCBMaKKQg6M5f2hPCBAyquk1wOnT5d9uch0hoGx8sawK6UR7W3KnF4P/PabNG3YjVImd6U8dgy4d6/sykVlg4GxCsywG2V5+UXBMDBWHm+YZNvkwFjdutIju1MSkTls3iz90BQamntfsWXyIOHMMUZk/4QovMWYRsM8Y7bGFgJjqanS6JTlze7d0kBdnp5Ajx75lwcGSo1JhJBaVZN9YWCsAitPI1LKQkMBnU7q2saRKcmcHjzIbbotJ96vCIGxI0eA559nqzgiS1q3Tnq0h9ZiAFuMEVUk589LrV90utxBsAwxz5htkUekLI+BMReX3B9eymN3SrkbZZ8+hXcbZndK+8XAWAVWnkaklOl0uUELdqckczp7Vmoi7eEhdQ0AKkZgbNYsIDoaePZZqf5EZF5C5OYXK+gXZlvEwBhRxSG3FmvYUPo/PC+2GLMtcouxKlWsW47ClNeRKXNygOXLpemCulHKmIDffjEwVoGVxxZjAPOMkWUY5heTuw5XhMCYHACPiwPmzbNuWYjs0YkTUgtnZ2egY0drl8Y8GBgjqjgKG5FS1qCB9MjAmG0oz10pgfKbgH/7dil9gI8P8Pjjha/HFmP2i4GxCiotLbdrlTwSZHnBkSnJEvLmFwPsPzCWna3+R/btt/lFl8jc5NZijzxiP6Pbyl1drl2T7iNEZL8KS7wvM2wxxpbn5Z+tBMbKW4sxuRvlU08BTk6Fr9e8OaDVAklJ/J/a3jAwVkHJQaeqVcvfjZMtxsgSEhKkR7mrLpAbGDt/3j6//J0+LeVWc3OTmn7fvQtMmGDtUhHZFzkwZi/5xQDp/wIHB+lLsJyvhojsU2GJ92W1awOOjkB6uhQMoPKtvAfGymNXyuxs4PffpemiulECUkoWuREHW43ZFwbGKqhSd6P85x/giy8s8tORfLPhyJRkToZdKWXVqkndn7Kz7XOwBzkA3rAh8N130hfd5cuBv/6ybrmI7EV6OhAbK03bU2DMwSE3FyN/ESeyX/fv5/5/VFhgTKeTBscC2J3SFpT3wFh57EoZEyO9bn5+wGOPFb8+u1PaJwbGKig5MFaixPvHjgG9ewOvvZYbXjej0FDpl6l79/jLFJlPQV0ptVrpl1DAPrtTGr7PmzWT3rIAMHas1J2aiEonJgbIzJSGb5fz8NgL5hkjsn/Hj0u/cfv75wbDC8I8Y7bDlgJj5aUBhNyN8umnCx6AIi85AT8DY/aFgbEKqsQjUmZlAZGR0jcBAJg92+x3NSen3OAFu1OSOaSm5n65MwyMAfadZ0xuMSa3wpw6FQgOlrqOTp1qrVIR2Q/D0SjlQT3shZxnLDnZuuUgIssxTLxf1D2MI1Pahvv3pf95gfI7KmWNGtIP0xkZwJUr1i6N9NX2jz+k6eK6UcrkwNh//zHvnj1hYKyCKnFXypkzgf37gUqVpD5oe/YAO3aYvXxMwE/mdPq09OjvD/j6qpfZc2Asb8tQd3dgzhxp+vPPgYMHrVIsIrthj/nFZGwxRmT/iku8L5MDY/Hxli0PlY7cWkynA7y8rFuWwuh0QFCQNF0eulP++y9w86aUd9vYkaUbNZLy9969C5w8adnyUdlhYKwCSknJjdDLie6N8t9/wAcfSNNz50otxwCp1ZiZMQE/mVNB+cVk9hoYy8zMHXDAcOTZnj2B/v2BnBzg5ZelRyIy3Zkz0nvM0dG4nCS2hoExIvtXXOJ9GVuM2QbDbpTluRVzeUrAL3ejfOYZKb+mMRwdgRYtpOm4OMuUi8oeA2MVkNyKJCREGlnDKPfvS4GwnBypnenAgcDrr0vLVq/O/QZuJmwxRuZUUH4xmb0Gxk6dkgYV8PLK/WVO9sUX0vw9e6QYNxGZbsMG6bFdO8Db27plsQQGxojsmxDAoUPStLGBsStXgNu3LVosKoXynl9MJucZs3ZgLDMTWLVKmja2G6WMCfjtDwNjFVCJulG+8470M1FgIPDtt9K8+vWBXr2kT9bPPzdrGQ1bjJWXxIxku4xtMWZP15phfrG8vxpWqwZERUnT77wDXLpUtmUjsgd//y092mM3SoA5xojs3dWrUi8Srbb4HiReXrnBcnYdK79sLTBm7a6UGzYAd+4A1asDERGmbcsE/PaHgbEKyOQRKbdskZqYAMCCBdJYtrI33pAeo6OBGzfMVEKpZY+Dg9R3m79WU2nJDRoLCozVqiUFjtLSgGvXyrRYFlXc+3zUKOnXrnv3gFdfLbtyEdmD334D/vpLmu7Vy7plsRS2GCOyb3Li/bp1pXxJxWGesfLPVgJj5aUrpdyNsn9/KUBsCjkwduiQ1LGKbB8DYxWQSSNS3r0LPP+8NP3SS1KCIkMdOwLNm0t3BDP2yXJ2zu32xu6UVFpFtRhzdpZGyAHsqztl3hEp89Jqge+/lwLQK1YAf/5ZdmUjsmUHDgDDh0vTb7xRgkFsbIQcGLt2TRq1i4jsi7GJ92XMM1b+yT/wltcRKWXloSvl/fvAmjXStKndKAGgZk0pYX92NgezshcMjFUwQpjYlfK114Dz56U72Kef5l+u0QATJ0rTX38tjb1rJkzAT+Zw44Y02gwAhIYWvI495hkzpmVoeHhuo89x43KH+Caigl29CvTpI/1D3b07MGuWtUtkOf7+UoJhIaR6E5F9MTbxvqxBA+mRgbHyy1ZajMmBsQsXrDcI1N9/S//3Bgfn5gszhUbD7pT2hoGxCiYpSWoE5uhYcOsZlT//BBYtkt75S5YAnp4Fr/fMM1KTm2vXgKVLzVZWBsbIHORulEFBhXcVsLfA2P37uXUprMWYbMoUqUn7hQvA++9bvGhENuvBA+Dpp4GLF6XPz59/Nn4EK1uk1QIBAdI084wR2R9TA2NsMVb+2UpgrFo1QKeTWltZK8+t3I1ywICSj+ApB8Y4MqV9YGCsgpG7UdavDzg5FbHi9evAyJHS9BtvAB06FL6uTpebpGj2bECvN0tZOTIlmUNR3Shl9hYYi4+XWnn4+UnNvIvi7g7MmSNNf/GF1E2MiNSEAMaMAXbskEagXLMG8PGxdqksj3nGiOxTVlbuD8+mBsZOn5Z+KKDyx1YCYw4OUldEwDoJ+FNTgbVrpemSdKOUcWRK+8LAWAVjVOJ9IYDRo6UWYI0aATNmFL/jF1+UhqyJjwfWrzdLWTkyJZmDHBiTc9YVxN4CY0WNSFmQHj2kfwz0eimVoLWatROVV998AyxcKLWi+vlnICzM2iUqGwyMEdmnhAQpuOXpKXUlM0b16tKPaTk59vP/kr2xlcAYYN08Y2vXSr0r6tSRUmWXVKtW0uOZM9IIr2TbGBirYIxKvL9smZSN29ER+OEHwMWl+B17eUnBMUBqNWYGYWHSl5Dbt9mNg0quIrYYM3nkWQCffy61hNm7F/j2W8uUi8gWbdokpdsEpJxiPXpYtzxliYExIvskd6Ns3Nj40fg0GnanLO9sKTBmzZEp5W6UAweWvBslILUcl38o+++/UheLrIyBsQqm2MT7SUlSFm5ASj5kShj9lVektrGbN5ulP5azc26ydOYZo5KSc4wZExi7dg24d8/yZbK04kakLEhgIPDRR9L0u+9KtwKiiu7MGWkY95wcYOjQ3MEqKorAQOmRP04R2RdT84vJmIC//MrMlPJIA7YRGJNbjJV1V8q7d4F166Tp0nSjlDEBv/1gYKwCyc6WejoChbQkEQIYMUJqovXww8Dbb5t2gJo1c+8wZmo1xgT8VBpCGNdizNtbyscFAGfPWr5cliYHwE0JjAFSN8q2baXcC6+8Yv5yEdmSu3eBJ58Ebt2SPhK//750vyzbIrYYI7JPJQ2MyS3G5O8TVH7IrcUcHW0jB6a1ulKuXi0FEevXL6KhiAmYgN9+MDBWgZw+Ld0I3N1zm6+qzJsHbNwodZ1cskS6s5pK/jn911/N0uSECfipNC5fBtLTpYaM8gdwYeylO2VqKnD+vDRtamBMqwW++056669cKf3zQFQR6fXAc89JP8oEBkrvB2OyCtgbBsaI7FNpA2NsMVb+yIExf3/ju8dak7W6UppjNEpDhgn4mRPbttnA24bMxbAVSb4b5unTwMSJ0vRHH+V+8pmqeXOgUyepedpXX5W0qAq2GKPSkFuLhYRIg6cWxV4CY/J7pWpV6Z8jUzVpknsrGDfOPrqWEpnqvfeAP/+UuvSvWpUbIKpoGBgjsj+3bwMXL0rTpraYMQyMMQhQvthSfjEg9wfrS5fKbpTTW7ekNiCAebpRAlJw2ckJuHHDOvnSyHwYGKtACk3InZMDDBsmNa159FFg/PjSHUj+Vv3dd7md3UtIDowdO8YPYDKdMfnFZPYSGCtJ4v283ntP+oclKUlKNUhUkfzyC/Dhh9L0ggW53SQqIjkwdv269E8/Edk+eSCumjWlVBKmCA2VWuHfu8fcg+WNrQXGqlaVWmLr9bmBWktbuRLIypL+R5a/Y5aWszPQrJk0ze6Uto2BsQqk0BEpP/0U2LlTGrN58eLSt7/t0UP6SenuXWl8+1KQR6a8dQu4erV0xaKKx5j8YjJ7CYyVJPF+Xm5uwNy50vRXXwH79pW+XES2YN8+4IUXpOlJk6TulBWZn19uVytT044SUflU0m6UgBQEqF1bmmZ3yvLF1gJjGk3Zd6c0HI3SnAy7U5LtYmCsAilwRMrDh6XmIYD0DTg4uPQH0mqB11+Xpr/4QupWWUKurrkfwOxOSaaSA2N16xa/rr0ExszRYgwAunUDBg+Wfsl76aVSvY2JbMKVK0DfvsD9+9LvO1FR1i6R9Wk0wLffStPz50u/oRGRbStNYAxgAv7yytYCY0DZjkx5/TqwaZM0be7AGBPw2wcGxiqI+/elNGKAwRfmzExp/PmsLGnorWHDzHfAoUOBKlWACxeA338v1a6YgJ9KqiRdKS9ckN4StsocLcZkn30mjWy0fz/wzTel3x9ReZWZCfTrJ3UfDgsDfv5Z6i5EQPv20oDVADBqlG3fH4nIfIExthgrX65dkx6rVLFuOUxRli3G/vhDyh700EPG/WBuCrnF2P79/Iy0ZQyMVRDx8VLLDz8/qU83AGDaNOnT0d/f/OPQu7gAY8dK07NnlypBGBPwU0lkZ+e2/jImMBYQIF22OTm5ozramtu3pSSmgHkCYwEBwKxZ0vT//ld2OSCIypIQwOjRwK5dUr6dNWtMz7tj72bNkv5/OHIE+PJLa5eGiEpKr89NrVLSwFiDBtIjA2Pliy23GCuLwJilulECUu49Hx/pRzb5/UW2h4GxCsKwG6VGA+kbgPyNd948g2iZGY0eLUUa9u4Ftm0r8W4YGKOSOH9e+tXGxQUICip+fa02t9uurXanlFuLBQWZ74v9yJFARASQllb6cTmIyqOvvspNr/nrr8YF0isaPz/gk0+k6fffl1rWEpHtOXdO+jx3di55qxm2GCufbDkwZumulFeuALGx0vSAAebfv0bD7pT2gIGxCkKVdygtTeo2qddLmYWfftoyB61cGRg+XJr+9NMS78awKyVHpiRjyfnFQkONH0/C1vOMmSu/mCGtVhpg1tERWL0a+Ptv8+2byNr++Sc3Jeann0q59ahgw4YBHTpIA1i/8oq1S0NEJSF3o2zYUPpcL4mwMOkxKUkanZLKB1sMjJVVV8rff5e+9j78cG4wztyYgN/2MTBWQahGpHzzTSn5UvXqwNdfW/bAr70mhdH//BM4ebJEuwgLk3Zx40buTZ+oOKbkF5PZemDMnPnFDDVqJCXgB6RuZkT2ICFB6lKh10tBnwkTrF2i8k2rlUarlYPkq1dbu0REZKrS5hcDAF/f3DxWJfzXnizAFgNjcpDqyhUpH7alWLIbpUxuMcbAmO0yOTC2detW9O7dG9WqVYNGo8GqVauKXH/48OHQaDT5/hoZfHObOnVqvuX15Xa6ZBZyS5KI+//kDjG1eLHUIdqS6tUDeveWpj//vES7cHPL7eLGBPxkLLnFWEUKjFmixZisUyfpce9e8++bqKzdvQv06QPcugW0aSNlFDBnmk171agRMHGiND1+PJCaat3yEJW1rCxgyhTb/fJrjsAYwDxj5U1WlpRnFrCtwJivL+DpKU1bKr9vUhKwfbs03b+/ZY4B5AbG4uOl/zHI9pgcGEtLS0PTpk3xrRxcKcaXX36J5ORk5e/ixYvw9fVF/zxXZqNGjVTrbZevYCq127elm4I3bqPhJ89LM8eOBbp2LZsCyP9FL1lS4iZfzDNGppIDY6bk0LD1wFiBLcY2bQJ69iz1m6dVK+nx8GEpuSiRrcrJAZ59VvrntXp1aaQqFxdrl8p2vPee1P3l4kVg+nRrl4aobP38MzBjhu12JzZXYIx5xsqXlBTpUauVgk22QqOxfHfK5culx4gIoEYNyxwDkFpR1qolpf3hj8i2yeTAWI8ePTBz5kw89dRTRq3v7e2NgIAA5W/v3r24desWnn/+edV6jo6OqvX8/f1NLRoVQm5FstDtFWgvX5KSLsmJ98tC+/bSt+qMDGDOnBLtgoExMlVpulKePWt7+eyuX88dqlt+v+DQIalZzLp1pc6cHxwsJeDOyuKIO2Tb/vc/4K+/pGDYqlVAYKC1S2Rb3NyAb76Rpj/7jPcDqlh275YeDx+Wguy2JD0dOH1amm7SpHT7kgNj8fGl2w+Zh/z/n7+/8Xl1ywtLJ+Avi26UMibgt21l/tZZuHAhunTpguDgYNX8hIQEVKtWDbVr18aQIUNwgUMemc3Ro0BfrMTT6T9Kd8sffgDc3cuuABoN8MYb0vS335aoE7lhAn6i4mRk5DbJNiUwVquW9BZJT5fyHdgS+b0REvL/b+/kZKBXL2mwDQDYvBmIiSnx/jUaoGVLaZq/hJGtWrYM+OgjaXrhwtxrmkzzxBNAv35SYGDUKClPG1FFIH/hvX/f9lqXy4NYValS+sHo2WKsfLHF/GIyOTBmiRZj585J71mNBnjmGfPvPy8m4LdtJRyPpGQuX76MdevWYdmyZar5rVu3RnR0NMLCwpCcnIxp06ahQ4cOOHr0KDzljscGMjMzkZmnL49Op4OjwfAqWq0WDg4OyMnJgd7gPzYHBwdotVpkZ2dDGDQJKW5+VlaW6njysbKzs42ar9PpoNfrkWPw85JGo4Gjo6PR80tap/i99/ANxgEAciZOhKZ1a2iBsq1Tnz5wDA4Gzp9H9pIlECNGmFQnKbihw/HjAoDGLs8T62S+Op04kQMhdPD2FqhUKQeAcXXSaIAaNRxx/rwGJ09mw9+//NSpuPmHDmkBOKBxYyDn7l1oevWCNikJIiwMaNkSmqVLIaZMQfa//yrJlEytU4sWjtiwQYM9e/QYMSK3PLz2WCdbqNO+fRqMGCGtP2lSDvr31yMry7brZM3z9OWXWmzcKLBzpwbz52fjhReEzdfJHs8T62S+OqWl6XH4sAaA9Bl64EAO6tWznTodOKAH4IgmTfTIztaX6jyFhgKADgkJAtnZGgDl5zzZ47VXXJ2SkzUAHFG5ctHfk8pjnWrUkP5/PXtWKrs5z9PPP0v7fuQRPQICNBDCsnVq2VIPQIs9ewSysrIrxLVnK3XS6XQoTpkGxpYsWQIfHx/07dtXNb9Hjx7KdHh4OFq3bo3g4GD89ttvGPH/ARRDUVFRmDZtmmre+PHj0bNnT+V5UFAQGjdujPj4eCQlJSnzQ0NDERoaioMHDyJF7pANoHHjxggKCsLu3buRapBNtmXLlvD390dsbKzqRERERMDFxQWbNm1SlaNz587IyMjAjh07lHmOjo7o0qULbt68ib0GTS08PDzQvn17XL58GUfl/o4A/P390bJlS5w9exan5TbPpahT2NooVMdl3PCujr0REWhx86Z16jRhAvDaa8j44ANsr1kT0GqNrlNGhgOArrh+XYPr14GTJ+3vPNnjtWetOq1YcQ1Ac1SpcheHDiWYVKdq1R7B+fNuiIm5iIyM3OGWrF2n4s7Txo0NAdRE44Z6pPbrB+/9+/HAywu7Jk9Gzbp1EfL779Bs24aDs2fjxkMPlahOjRt3BOCK2NhUbNq00+J1Kuo8lddrj3Uqv3WaNKkdMjK80LnzfXTsGAt5V7ZcJ2uep6Agfzz3XALmzauHiRP18PbehieeeNim62SP54l1Ml+d/v77MrKzg5T5mzffwMCBVWymTn//nQ2gFry9z+PgwRulOk96PeDs3BWZmQ5ITASuXi0/58ker73i6rRzZzCABnB1TQXgaVN1unu3CoDmOHHiPgA3s56nRYtaAfBGkybxSE2tafE6VaqUCK02BJcva/HLL9vx0EOV7f7as5U6de/eHcXRCMPQnYk0Gg1WrlyZL9BVEKnVTz306tULnxsxOmGrVq3QpUsXREVF5VvGFmPG10lz5SrSqteFB9Jw+oOlCJ7U33p1un8fokYNaO7cQfbKlRBPPGFSncLCHJGYqEFMDBARYV/nyR6vPWvWadYsgXfeccCgQXr8+KNpv4qOGeOIBQs0ePddPd5/P3d9a9epuPmPPuqAHTu0ONrrTTRa+zGEkxNyNmyAiIiQyvjaa8BXX0Hfpg1yYmMBjcbkOl254oiaNTVwcBC4cSMbbm6WrRNge9ce61Q+65SVBVSq5IgHDzQ4dUqPWrVsv05Flb2s6nT/fhbatHHE4cMaDB2qx5IlGpuvkz2eJ9bJPHX64gs9XnstNwtN794Ca9aYt4WLJev02GNAbKwWCxZkY9gwlPo8tWrliEOHNFi9GujZs/ycJ3u89oqr0/vvaxEV5YDRowXmzLGtFmOHDwMtW+rg5yeQkmK+91N8fBYaNtTBwUHgwoVsBAaWTZ2aN9fg0CENfv01G08/rbH7a89W6lSuWozFxsbi9OnTBbYAyys1NRVnzpzB0KFDC1zu7OwMZ2dno47r4OAABweHfPMNg2jGzC/sxTRlvlarhVabP62bqfNNqVPapCnwQBp2ow2avTYYOl3uePRlXidPT2hefhn4+GM4fvnl/7V33uFRVF0Yf7ckIYVAIPQOoYfepQvSQUBFkA4iTTqC9CZFmogU5UNBQEBQehXpvUcIPRB6QickQMru3u+Pw2QS0jbJzs6W83uefWYyOztzbqbdOfec9wBxHKrmtKlUKco/v3wZqFvXsY5Tcsu5Talvk6T7UaKEFnq9Ntn1328TpQcAwcFauLgkXN8Wj5MQdF30wK8ovW0mAEDz22/Q16snr/ztt8CSJdCeOAHtvn1AnJETc9uUNy/pkjx6pMHlyy6oUUO5Nr2PvZx73CbbbNP160B0NJWFL1LEMdqUnuWWapO7uwuWLAFq1ABWrtSiRw+gXj37bpMjHiduk2XadPo0LWvYEPj3X+DiRVmWwNbbpNFoY4txVaigh2RCeo5TyZJU4+fqVaBVK9s5To547qXUpufP6e8cOTTJ2m6LbZKqxz97pkF4OJAxY/qPU1QU8OOPZOOHH2qQO7dsr9JtqlaNrouzZ/Vo146WO/K59z720KakSLX4fkREBAICAhAQEAAACA4ORkBAQKxY/qhRo9ClS5cEv/v1119RrVo1+Pv7J/hu+PDhOHjwIG7fvo1jx46hTZs20Ol06NChQ2rNY+Jy8SI81v4GAPgx/xxkcNek8AMrMGAAoNeTCPjZs6n6KQvwM+Zy/TpNpYdtapAqU9qTqG5ICFD+xT78jD60YPx4oGPH+CvlygX06yd/n4ZgYY2GCswCLMDP2Bf//UfTsmXtr2KXrVOtGtC7N8337UsOSIZxRCRBbWmM//ZtICxMNXNSRUgI8OwZ3f9iK1enk5IlacoC/OojVaW0R/F9b28gSxaaT29lSoOBCusUKwb88gst69o1fdtMLVJlShbgtz9S3T08c+YMKlSogArvNGqGDh2KChUqYPz48QCAkJCQBBUlw8LC8PfffycZLXb//n106NABxYsXR7t27ZA1a1acOHEC2ezx6rYlvvkGGpMJ6/EpDFU/UNsaIm9eoH17mp8zJ1U/lR7kly9b2CbG4ZAcY6mpSClhj46x4F3X8Dc+gQsMdH1NnJj4iiNHAh4ewOnTwPbtadoXV6Zk7JELF2hatqy6djgq06ZRpburV4HZs9W2hmEsz/PngCSz06gRdWcBII4kj00j3QOLFwcyZLDMNrkype1gz1UpAaoKD6S9MqXJRFWnS5YEvvwSuHsXyJ2bnGNffGExM81Cqkx55gxVbmbsh1Q7xurVqwchRILP8uXLAQDLly/HgQMH4v0mU6ZMePPmDXr16pXoNteuXYuHDx8iKioK9+/fx9q1a1FEejtl0sbu3cDu3TBoXfAtZqBMGbUNisOwYTRdt47uXGbCjjHGHF69Ah49ovn0RIw9fUrbsnmePkXpEc3hg5e4mqUGsGxZbNXJBGTPTlGbQJqjxtgxxtgjUsRYuXLq2uGo+PjIY11TpgC3bqlrD8NYmtOnaVq0KEW3SE52yeFk6ygxOCA5xq5cSVN3grEg9u4YK1SIpql1jAkBbNxIz/aOHcl5nS0bMHcuzX/1VdJdYqUoWRLw9AQiIujaYOwHTihwRIxGYPhwAMCf2b7GLRRBIhms6lG+PNCgAdn5449m/0wK2X70iMLBGSYxbtygaY4cQKZMqf+9tzfg60vzNh81FhUFtG2LzM9uIhgFsbnbppSHgocPB7y8gPPngU2bUr3LSpVoeuUKPfQZxh7giDHl6dgRqF8fiIwEvv6aX5QZx0JKi5LSpCQnuzM7xooWJafDy5dyKh+jDmY7xsLC5LQKG0JyjJmbSikExYBUrQq0bUuRm5kyAd99RwMzQ4YA7u6KmZssOp08iMzplPYFO8YckWXLgMBACB8fjAgbCwC25RgD5Kix//3PbIEGLy+gQAGa56gxJinSoy8mYRfplEIAvXoBhw8jQueNFtiGQtWyp/w7X19g0CCanzCB4s9TQc6clEIiBPnWGMbWefoUePiQ5m3uWehAaDTA4sWAqyuwcyewYYPaFjGM5Th5kqaSY8zeIsYuXqSpJTNI3N1lhwanU6qHwYBY8f1kHWOvXwMffEChflu2WMU2c0lNKuWhQ0DdulRD6swZis4aM4Z+O2YMvS+qjZROyY4x+4IdY45GRAQwbhwA4GnfcXgYmQUZMsgv+jZDkyaUGxkeDixdavbPpHRKFuBnkkKKGEuLvpiEdL3YdDrQtGnAypUQOh06uqzHZZSOLVCRIkOHUmjcxYvA33+netfSSJiUWsIwtoz04lqkCFWlZJSjeHGSMgSAgQPpEc8w9o4QCSPG4jrGUjm+ZHWio+WULktHzbLOmPpIWTQaDZA1azIrDhlCkQVCAN27A/fvW8U+czAnlfL0aaBxY3KKHT4MuLlRd/bWLYoU8/Gxjq3mIN0nJIc6Yx+wY8zRmDULCA0FihTBsfL9AZAzKZFqquqi0chRY/PmATExZv1MevHniDEmKdIjvC9h8xFjf/4JjKVo0OeTFmBLZCO4uKQiSi5LFuogASTUn0p1UNYZY+yJuBUpGeUZNYruoQ8fkpQhw9g7d+5QqpqLC6mBANTHcHWl8ej0VtJTmmvXqJvt7Q3kz2/ZbcfVGWPUQUqjzJo1mfe9v/+mLB2NBihcmELMOnWyGXX4uKmU76fhX7wItGlDzqZ//gH0eqBPH+qjz5lD8rm2hhQxdvEi8OaNurYw5sOOMUfiwQNyjAHAjBm4cNUVgGXDpi1Kx44kBHX/PrB+vVk/YQF+JiUc3jF24oRce3rIEJys0AeA3Ek3myFDgMyZ6WJaty5VJlSpQlN2jDH2gBQxxsL71sHdHVi4kObnz+eUa8b+kaLFypWTZTz1enmw1tbTKePqi1laiJwjxtRH0ndLMo3y3j2S3gCAESOAXbso3/DgQWDqVKvYmBKSVM6rV8CLFzR/4wZVlCxXjiRxtVrq/l6/Tmn7efKoZm6K5MkD5MpFfsdz59S2hjEXdow5EuPGAW/fUv74J5/ElpC2WU0VNze5Qt7cuWYp9UqdEE6lZBJDCAfXGLt9G/j4YxLdb9kSmDUr7dd5pkyxRTowcSKJVJiJJMB/4waJ7jKMLcPC+9ancWPg888pxax3b5sJSmCYNPF+GqWEveiMKXkPlApjsWNMPZIV3jcaKTLsxQsa1ZwyhTrIixbR95MmUV6iynh4UKwEQP66nj3p3Fqzhvr27dqRwP7y5XJ0mS2j0cj3C9YZsx/YMeYo/Pcf3S0AiivVaGKFNm3WMQZQLKybG3D2rFmCRdIDODRUFppUCpMJaNEC+PBD8kMwts/Tp1TLQaNJn66e9Nu7d0mbwyYIC6MT8vFjyuVYvRrQ6WKdxGbri8Vl4EBKq7x+nXofZpI1q9wx4ZEwxpYxGOSBFI4Ysy5z51Lq1unTwJIlalvDMGnH3h1jSgjvS0gRY3fucMqYWiTrGJs+ndTqvbyo3+jiQss7d6aPyUQZPEq/VJmB1K9s2xb47Tfy6bVoQVHHf/4pvwPaCyzAb3+wY8wREIIiP4SgIdrq1REVJUfO2GwqJUBv2J9/TvPS6EUyZMwI5MtH80qnU+7aBWzfDuzfD/zyi7L7YiyDdM7nz59CmWYhku3B5cxJo1cmE3X2VMdgoOvk0iWKzd66NbbsTroiQzNmpLB6gEYNzdT6A1hnjLEPrl+ngQ0vL7nqFWMdcueWs3RGjaIBLYaxNwwGGrsF7NcxpmTEmK+vLPh+7Zrlt8+kTJKOsePHKSMAoPx2P7/430vL7t2jEC0zMneUJO6AdoMGZP7WrbKun73BAvz2BzvGHIFdu4B//yWBoenTAdDDyWgkCaHcudU1L0X69aPp2rVyaZVksJYAv6SRAlC1E66uZfuYlUZpMACffkoXx/ffJ9oRkLRJARtIpxQCGDQI2L2bvHVbtwJ58wKga1wSvE1TxBgA9O9PvambN4GVK83+GVemZOyBuML7Wu7xWJ2+fSn1OixMrrfDMPbE5cs0jpYxI1VdjYvkaAoKAl6/tr5t5vDsGUkQA8plkLDOmLok6hgLCyOBLqORpp07J/xhxoz07uXiQiJeixdbw9wk+eYb8s/t20evtdWrq2pOuqlcmd4nbt+WdeAY24a7ifaOwSDrBA0cGBuHGjeN0tJCmxanalWgYkUa1pfSQZPBGgL8t24BO3fSfJ489NCZN0+5/TGW4cYNmiYpvC8EOWI3bKDoqG+/Bdq3T7RHazM6Yz/9RNGUGg2wapUs8AUqa/32LWUjpzl11MsLGDmS5qdMMTt3lCPGGHuA9cXURaejiGutlrJ4/v1XbYsYJnVIaVBVqiR0rmfPTrpIQtiu9q30PlCoEKU2KwHrjKmL5BiLrc4oBI1K3L5NodJSHzIxKlWiQWIAGDpU1fDHcuWApUuB+vVVM8GiZMokO415ENk+YMeYvfPbb+QhypIFGD06drGUXmXTaZQSGo0cNbZ4MeWvJYM1BPgXL6bnSpMmwOzZtGz2bNKwYmyXFCtSTptG5aq1WtK30+upImONGuQNjYNNOMa2b6fqkQB1XNq0ife1dA2ULJlMiW5z6NuX8kdv3zbLOQ2QLxugn/B1wdgqUsQY64upR6VKFJgK0KM+MlJdexgmNUhpUO+nUUpI9xZbTae0xuAAR4ypS4KqlCtXkm6sTkcjEpkyJb+BwYOBZs0oQCGJwWImbXA6pX3BjjF7JjwcGD+e5idMAHx8Yr+y+YqU79O+Pd24b94E9uxJdlWlI8beviV/I0Cd+XbtKL/91Stgxgxl9slYhmQdY7//DowdS/Pz55P3c/9+Gu69eJFCoP75J3Z11R1j//1H14XJRLHlUmRoHCx2nXt4kAgQQHnDZlSbyJxZ/j9L+isMY2twxJhtMGUK+d5v3JCDExjGHkhKeF/C1nXGJLuUHChnx5i6xEulDAqSRyImTqSB35TQaGhQNFcu0ucYPFgZQ50QFuC3L9gxZs/MnAk8ekTCiX36xPtKyQo0iuDpCXTrRvMpiPBLIdsPHwIvX1relLVrqThLwYJA06YUXDRtGn23YAFw/77l98mkH5NJTqVMoDG2Zw/w5Zc0P3Kk3GmoVYu8OtWqUSnrpk1jdcdUdYyFhFApnogIKouaRBh8uipSvs9XX5Eg4b17wK+/mvUTTqdkbJm42jp28yx0UDJlkuUIpk1LEKDLMDbJ69fyAJT0gvs+kmNMik61NaT3AWtEjEn6xox1iU2lzBwNdOhAfce6deUBT3PIlo3kOjQaymf8809ljHUyJIf6qVOq1zZgzIAdY/bK/fvAnDk0P3MmCe+/49UruZKeRV6YrUXfvjTdtg24ezfJ1TJlitUet3jUmBDk/JLMkdLTmjQBatemQJrJky27T8YyPHhAKTp6/XvV5wICgE8+IT2+L76QvZwSefIABw9SVJbJRLpjn38Ov5wRAOgFzqoPs/BwoFUrusaLFwf++ive9R0Xi0aGZsgAjBlD81OnUuhkCrBjjLFlpEiJwoVJY5hRl3btgHr1SMYwFXU+GEY1zp2jbkGePEkXsoobMWZrL75Go9xPUNIxVrAgaZ1GRdlIJW8nwmiU65YVXDaeOmQ+PnSTTa3Gxocfys60r74iIVsmXZQpQ9fGixcUzMfYNuwYs1fGjqUX19q1gdat430lRZHkzk3SY3ZD8eJUn9dkApYsSXZVpdIpT56kjpCbG9Cjh7xco4kt+InffpNT9hjbQTomRYqQcwwAOVibNSNnU/36dPASK03n5kbaY4sXU3We9etRuNMHKKq9ibdvKYBLcV6+JIdUoULUscmalTTG4qRIxyUmRi6NbjEHeM+eQL58FI6ZwjUIsGOMsW1YX8y20GiALl1oftMmVU1hGLNIKY0SoGgpvZ4e4baWUXDrFlXUzJCBkkuUQqeTpRU4ndK6PH9ODtkPsReeC2fSwqVLqS+XFqT0y1evKPosJsZitjojrq6yJi+nU9o+7BizR86fB1asoPnZsxOkWNmV8P77SFFj//tfstXxJMeYpQX4Fy6kafv2gK9v/O9q1qTsNqMRGDfOsvtl0k8CfTEpNTIkhEKqNmwgB1hSaDSUkvxOd0wTeBGnUAWNsFvZdMqnT8nRXaAATZ89I+/etm3JlpoMCqJLxNOTfmoR3NxkHbbp06lHnQwVKtC/7f59IDTUQjYwjIVgfTHbo2VLGpsICOBgBMb2Mccx5uYmpxLams6YZI+/fzoL9JgB64ypw5MnQFY8xR+aztAIQZFebdumfYMuLrJg/8mTspY1k2ZYgN9+YMeYvSEEiXALQZ78RJ7Wdie8H5dWrSjU7fFjcmQkgRQhY8mIscePqUAhIEtQvc/UqeQIWLeOIssY20FyjBUtCornb92aTpA8eYAdO0gt3hxq1ozVHctseoEdaAb3+d9bPkciJISu5QIF6MR69YpO7D/+oJ5l9erJ/lxyCpcqlXgQXJrp1o3yIh49ogi6ZPDykjX/OGqMsTWkiDGncowJQZGma9bYXl4XaMCpdm2a56gxxtYxxzEG2K4AvzWE9yUkx9iVK8rvi5F58ljgN/RAThFCB2Hu3PRvtGBBijoDSHf333/Tv00nJq7OGGPbsGPM3tixA9i3j4ao3tdKeofdCe/HxcWFRjuAZF/KlUil/PVXisCpUoU+iVG2LMlUAcDo0ZbbN5N+JOH9Yn4moGtX4NAhwNsb2Lkz9SHl73THjpT4EjqYUPkv0h1DRET6Db1zhzyvhQqRTuCbNxRnvWED9WK/+CJOLmjSKOYAd3WVRwi//z7FNkvXCjvGGFvCYJCdx06TSnn7NoU1t2hB95H27Uk93MZo04amGzeqawfDJMfjx3RJaTRApUrJr2urjjFrCO9LSINkHDFmXTKuXIRW2IpojStVD/P0tMyGP/2U3seEADp3pguCSRNS4Y7z55NNhmJsAHaM2RMGA/DNNzQ/aNB7CuMydh0xBgC9elHM96FDcmPeQ3KM3b8PhIWlf5dGI/DzzzSfVLSYxKRJ5LfYvZs02xnbQIoYa3pgJFXTcXGhN6+0eojd3HC8+xL0xs8waEl3DB98kPYylTdukIaXnx9VmYyKou3t2EFepTZtUhX6ZdGKlO/TuTOlcT55IucXJwHrjDG2yPXrdIl5eZEP2qExGEhWoXRpup+4utJDat06usfYWM6iJIt65Ai/azG2ixTdUaIEZZUlh606xqyZTs6plCoQGIiyK4YBAFb6z7T8KNAPP9BzJTSUBpxNJstu30koXJhkg6Ojbbd6LUOwY8yeWLqUYpSzZk0yXOnxY3qX1Wjk0Ru7I3duueecRNRY5sxyhSBLhG1LhTCzZqXAoOQoUoR8dwAVb7HBbBWnIyaGRGYHYD7yr5tNC5ctowo76aCInwZL0Bt9i+8Hcuak4dfKlYFdu8zfSGAgRW+UKEHi/wYDFZnYv5/eDJs2TaATaO5mAYUcY3o9MGECzc+cSWmeSRDXMcbXAmNRhADmzwdGjqTr+fhxUrg2g7gpRBZNNbY1Tp+msM1vvqHo0zp1qOe9bx+QPTv9IypXtqlUmAIFKEhWCGDLFrWtYZjEMTeNEpAdT9euUXVsWyAiQh7Hs0YGiaTv+vQpfRiFefsWaN8eekMUdqApTlUfaPl9eHhQFFqGDNTv/eEHy+/DCdBoOJ3SXnDk7qJj8eqVnN40cWKSw1dS2LSfH93P7JZ+/Wi6YgVVFEwESwrwS0ExPXvS/T8lxo0D3N3pPW3r1vTvn0kft28DrYwbMA+DacH06UDHjunerqR9v/HxO92x6tXpxbxZM2DGjOQ9QVIUWJkypPdjMlGK0/Hj9JJar16aHGIARcJIqaOKRYZ26ECVYp8/J+dEEpQrRwGejx4BDx4oZAvjnMyfT9HRM2dSmeAPPqAqrblyUZXZfv1onT17gHv34l2PDi+8Hx5O/5vq1UnJ3seH9AD27ycnfO3adM+qUoWu4caNKXXbRrzXnE7J2DrSC6yUBpUcuXPTwKrRaDsaW9LgWa5cQLZsyu/P0xPIn5/mOWrMCnzzDXDpEl6550A3LEe27GnrT6aIv7/sEBs1itMD0ggL8NsH7BizF77/nkLBihUDevdOcjW7T6OUqF+fXsojIkiMPBEsJcB//Tq9V2k0clHMlMiVi95JAGDMGOoMMerxZNNR/IGO0ELQQRw50iLbLVyYps+eAWGeuYEDB4Avv6SXy1GjEtcdO3qUosCqVCF1aY2GtBrOnSMvagqi+uZw7Rqdc97eJIemCHGjxubMSTJSx91dvt9wf4mxGEePUnEKgCKIGzSQw4RDQ+laXLyYbsSNGtEbWcaMFB3VuTNK/D0VbbAB9bJfdjxRj02bKCR8/nxyuHfsSG+iPXrED4/Lm5ckCbp1o/WGDwc6dUqx2qw1kBxj//6bbEAqw6iCEKmLGNNoZCe8raRKpVl4/+5d4Pffqa8za1aqnOmsM2YltmyJHdFfUOV3PEF2ZM+u4P569wY++YTSM9q355t2GuCIMfuAHWP2wL17cpWRmTNJOykJpIgxu3eMaTRy1NiiRYk+mC0lwL9oEU1btEhSti1RRoyglM7AQKpszKjEtWuoMLEV3BGJ07lbAT/9lOZIrPfJmBGxnY2bN0FFL/73PxKkc3mnO1ajBhAURG949esDtWpRyLlOR1pdly7RehUqWMQmQI6S9Pe3WFMTp107utBevgTmzUtyNSmd8vRpBW1hnIdHj+jcMxjI+bxhA11fDx6QqOTJk/Ti9u235DQrXpyut9evKUpq1Sp0uT4WG/AJ2k8pTeHTxYvTumPHkkCkJQppWJv798mj1KYN/S8KF6a2rFqFJN+KMmSgFO6ffqL/0erVdI+6c8e6tr9HqVJUQTg6OnWZ6QxjDW7eBF68oEe+uY4lW9MZM1t4/+FDGoD+8ksKky9QgJzpv/5KHd2vvjJ79Jd1xqzAw4c0CAIAQ4fiX11jAApHBWo01PfNn58ujn79bCb62F6QHGPXrpmtCMGogWBsn86dhQCEqFtXCJMp2VWrVaNV162zjmmK8uKFEB4e1KDDhxN8ffgwfZUvX9p3EREhRKZMtJ1du1L/++nT6beFCgkRFZV2O5g0EhIiRMGCQgDiOKqJCd+8tvguatRI4po6elSInDnpS72epoAQLi5C9OolRFCQxW2RGD2adtWrl2K7kFm/nnbm7S3Es2eJrrJ4Ma3SqJEV7GEcm5gYIerVoxOqZEkhwsPN+11UlBCXLwuxYYN4PWaq+B2dxSlUFiYvL/najPvR6YSoWlWIESOE2L5diLAwZduVHgwGIebPFyJjRvl+8+23QrxO5f3uwAEhfH1pG76+Quzbp4y9ZjJiBJnSvr2qZjBMAv74g87N6tXN/82vv9JvGjRQzq7UUKcO2bNixXtfhIYKsWaNEF99JUSxYonfG6tVE6JHDyG0Wlr2+edmdXKlvkDz5sq0yekxGukEA4SoUEGIyEhRujT9uWePFfZ/5AidH4AQy5dbYYeOReHC9K/75x+1LWGSgh1jts6ZM/LD6vTpZFc1GoWQ3gEuX7aSfUrz5ZfUoA4dEnz17Jn8r0nrO80vv9Dv/fzo/5daXr+WfSMLFqTNBiaNhIcLUamSEIC45+4nfPFYked0p050fKdPT+TLBw+o5wwIkSGDEAMHCnH3ruWNeI+PP6Zd/vij4ruiC6NsWdrhmDGJriLdprJkSdF3z9gaJpMQp04J8fKl2pYQkrfEy0uIK1fStIn9++UBC2EyCXHvHr01zJ8vRJcuQhQokPBlUKul+8mwYUJs2UIDM7ZAQAA58CQ7a9QQ4sKFtG/vzh0hKlaUX4DnzVPtoj12jMzImFGIyEhVTGCYRBk0iM7NgQPN/83p07LPWe3noMkkRObMZM/F/U9ogKtfPxpsSOreN3x4wkGCdetosA8QolmzFJ3x0r23cGFl2+e0zJhB/2APDyGuXhVCCJE9Oy0KCLCSDd99Rzv09BTi2jUr7dQxaN+e/nXffae2JUxSsGPMljGZ5JHzTp1SXP3WLVrV1ZUG3R2Cs2flKJxHjxJ8LTmlTp5M/aZNJiHKlKHfz52bdhMXLaJt5MhBEWiMFYiOFqJp09heaK2cNwRAL1qWZsIE2s2XXyaxQmQkvUiHhlp+50ng50c2/fuvlXa4caPsrHjyJMHXkZF03wHoPsTYEdOmyV6k+/fVtWXDBvllLR1hz/Pm0SZat05mpdu3hfj9d4qKkIZx4340GiHKlxdi8GA6/58+TbM9aSIiQohvvpFH57296WGTlhGc93nzRvb4A+QsfPMm/dtNJUajELlykQk7dlh994wlCAujgzdyJIUMd+lCo0ibNtFLs512RqVI8VWrzP/N69dygFVIiHK2pcjz5+LJ/zaKeRgoLqBM4hGz5crRvW3z5pQHAXbuFMLdnX5Xp06yI9EhIfLt8+1bi7aKOXVKzk5YulQIQfdQ6RHx4IGV7DAYhKhfP17UGmMeP/xA/7ZWrdS2hEkKdozZMps3y5Eod+6kuPqWLfLzzqGQ8kOnTUvwlRRR/Ntvqd/soUP0W3d3IZ4/T7t5UVHye9XUqWnfDmMmJpMQPXvGHry3B07E9vWUeHddsYK2Xb++5bedFl6/pk4nYEVfnMlEHSBAiDZtEn05r1zZgdK4nYW1a+O/LJUsmajj0ypcv07OH0CIIUPStakePWgz48en4kf37tFbcK9eiacXATSSMmCAEH/9JcTjx+myMVl27oxNEReAEJ99Zvm3HpOJeunSW1WlSlaJdn2fPn2smBbOpJ8XL6izOWwY3fQlT1BSH1dXIUqXFuLTT4UYN06I1auFOH9eFUesuURHC+HmRuZfv5663xYvTr/bvVsZ25LEZCIHfuXKcgch7sffn+5dGzakraN06JB8f65UKcnnRNxItfQEtjLv8eqVEEWK0D/2009jQxKfPpUPsVXlXB48kNPyBw2y4o7tm6NH5UAKtaNKmcTRq61xxiRBTAyJXgLAkCFyDeRkcBjh/ffp14/Eln/+mf4nOl3sV6VKAXv3pk2A/11BF3TsSJXu04qrKzB5MhX7mjkT6NMHyJIl7dtjUmDKFBKF1WqBtWtxIwvVUvfxoXLplqZIEZrevGn5baeFq1epG5Q1a9J62xZHo6ELpl49YONGqsj5/ffxVqlcmapSnjkDfPaZlexi0s6xY0DXrjTfvTuV5r1yBWjShG6qmTJZz5bXr4G2banSVa1aCc6t1CJVhStXLhU/ypuXHgYdO9LfISHAwYPy58oVeshevEhC9gA9gCpUIIF7V1cqyOHqat58Ysu0Wtr22rW0/fz56bpr0SJd/49E0WiAwYNJmbtdOypaUKkS8NdfQJ06lt9fErRpQ4/2zZupyGicxztjCzx7Bhw+LF8HAQH0AIpL4cJA3bpAtWpUPf3KFfpcvQq8fUvVYqSKMRIaDVU7Klky4Sc9HTILcOECEBVFZvj5pe63ZcuSuPaFC1Qs1ypcuEDX8v79sYueZiuBdU/qI6ZmfQzaUDf9nYXatWn7jRvTvaJuXeCffxKUxdZoSID/xAk6/KmuiMkkzoAB1AnNlw9YsiS26tKTJ/R1pkz0CLEauXMDy5fTs+nHH+k+0bw5nfT8ApQkFSpQwfdHj6iunhmv9oyVYceYrbJkCT1ds2WjyltmEBhIU4d7ELVrR87Bu3eBHTuAli1jv5IqU77f50qJkBDg779pvn//9JvYoQM5xS5coHe6dL7XMUmxbBkwYQLNL1wItGqF6++OY7FiyuxScozdu0edZTc3ZfZjLtJ1rnhFyvepUYOq20keYD8/oFev2K+lypRnzljRJiZt3LoFfPwxndAff0zVpm7cIIfI2bPU2d29m6o5Ko0QNJoQGAjkyAH8+WeylZdTwmCQnwcpVmNLjly5qCx9+/b096NHwKFDsoMgMJBGZNJbFjkxtFpg0CAacfHysvz24/Lhh3TRtm5NHsUGDagCbb9+VrnB1KtHL3WPHwPHj5NflFGRx4/jn+fSiGtcihUjx0jdunTPyJcv8W2ZTNRvkxxlcT/PnwPBwfTZsSP+73LkIAdZ6dL0oJOmVnKYnTpF06pVU38JlC1LRaitUpny8WNg3Dhg6VL6X7u5AcOHA/37Y+CwXFizBpjeAoClBtAqVqRz46OP6L5XuzZVCy5cON5qkmPsyhUL7dcZiY4Grl+n58yxY1SFWaul6qFxrgPJMWa1QdK4NG9O59vs2VQZedUqsrFaNaBpU/pUrEjLrI3RSCfgiRP0Lv2+Mz+tZM8OVK9OHd409I/c3ekece4cxXuwY8z2YMeYLWIwyJ6VSZMAb2+zfhb3hdmhyJAB6NkTmDWLhpTjOMZKl6Zpat9N/vc/+jd/8AFQvnz6TdRqgalTybT58+mdJnfu9G+XicPu3bIjZtQoepkG9R0A5Rxj2bMDnp4U1HL7NlC8uDL7MRfppV86961Kx45AUBAwcSLQty9QqBDQsCGA+I4xk0mdvhBjBi9eAM2aAU+fUoTQH39QmE6JEnSN1a8PHDlCEVybNyvvCf75Z+pQ63TkFEvnjfPGDSAykq7Z997X0keOHBQKKYVDPn1KL4k3b1KEd3Q0faT5xJaZ833hwvSiUbGiBY1PgYIF6eWrZ0+KVvv6a+q5L1xIz18FcXUlP+wffwCbNjmgY0wIK49gpJLEIiPfp2RJcoLVq0eOsFy5zNu2VkvnVsGC9JIsIUT8yLK4n/v3yQn96BFw4ED87eXOHd9R5u9Po6MWdh7HdYylFskZr6hjLCqKIkunTKEoW4AGkGfOBAoUiLf/dA0OJEbJkvR8aNiQ7n21alG0cZwOSYkSNL161cL7dkQMBupTBQbKkZWBgfQgMxjirzt2LDkj4yA5xrJls5K97zNzJt3At28Hdu4k248fp8/48dSBbtyYrv9GjZRJ6wDoH3HyJDnCTpygizg8XJl9AdRfKVeOnGQ1atCncGGz7vVVq9Lj9dQpzq6wRTRCWMqNyliUu3eBBQvI22LG6HlMDL0IxMTQy/u7Z6PjcPMmRahoNPTAeBfG8+wZ4OtLq4SHm9c/iomhftrDh9QZ/+ILy5goBD2zjh4ln83ixZbZLgNK36hdG4iIoIilFStiH0Ddu1NE95Qp1G9QgnLlqKO5fTv5FNSkeXMaYF+0iHxTVkcIoEsXcmZkykQv1KVKISaGfPiRkTRAp5SjkkkH0dHUST1wgKI8Tp5M+JJ77BhFBLx5A3zyCTlK9AqNoZ06RS9WMTE08DF8eLo3+eefFORVvTr1zZlUIAQwZw4wciR5t6tWBTZsSJAulSaio2WHh9FIjr93fZu//wY+/ZTeK4KCbNuPlCRCAHfuAOfP0/NKmj5+TAMKEybYTniAwUDP0NmzE3eElSkTPyLMmuEo4eHkUZGiMQMD6XP3btK/KVgwocOsRIk0O3VLl6Zdb92a+izmO3fIHBcXGkxLR/BrQoQAtmwBhg2TtR0qVaIIzzge5agoeh8wGinSPW9eC9ogERJCjo7AQEqd27ULqFIFAJn48ceUNnbunAL7tkeMRorUlpxfkgPs2jW6NyZGxozyeV2rFvV938s1//ln6gd+/DENLKjOvXt0LuzcSdGEcZ1TWi09U6RoskqV0jaCGh1NHXLJCXbiROJaJ56etL9y5SyTZyoEHcPjx+kF8n2yZaOOh+Qsq1Il0ZfS5cvpvaVOHRqLYGwMtUXOGMsQGCiXPXdYQb8mTaiR33wTb3GOHLT41CnzNrN+Pa2fPbvli6lIgv56vRA3blh2206NVIGyQYMECqM1a9JXa9cqt/s2bWgf8+crtw9zKVCAbDl4UEUjIiOFqFWLDClYMLZirFTJ648/VLSNSRyTSYhu3eQHxX//Jb3uP//IZUa7dbNMJcT3efJEiHz5aB9t21rswTVqFG3yq68ssjnn5J9/hPDxkVWCjxxJfL3oaKpkevasENu3UxWcadNIjPnzz6mqdokS8rbifnx8hOjYUYh160T4w1exYufJnZY2Q3Q0KYv//jsViqhXT1YcT06EftCgRKtrWw2TicTXS5aMX321QgX1qq+aS1iYEMePC/G//9H/sWFDuSx5Yh+tlopotG1LVTj+/JM6ytHRKe4mPcVtTCZZo96i4vP//SfEhx/K7cuZU4hlyxK9N58/T6tkzqzw+8CzZ0JUrSpXrN6/XwhBxUgBITw8lHl02AXHjwsxYwZV/61QgYqoJXWuengIUaUKPWtnzaLiK3fvmnXwJk+mTSRZNV1NoqLonBgxggrXvN/ubNno/7NqVfJFf+7doxe3YcOow5/U/7JkSSG6dxfil1/oejEYlGvb3btUaWrIECGqV5f7S+/fg8qVE6J3byGWLxfi6lUhTCZx6ZJ82O20aK9Dw44xB0EqLlajhtqWKIhUdjNr1nh1oKWqwcuXm7eZevVo/TFjlDFT8uF06KDM9p2OiAi5RFRgYIKvs2Wjr86dU86E4cNto/jOq1fyM1f195cnT+QqSdWrC/HmjRgwwCJFBRkl+O47Ojg6HXW8U2LjRrli4YABln3DMhiE+Ogj2nbRokK8fGmxTTdvTptduNBim3RObt6UX2ZcXKhs5Bdf0Mt56dL0HE7OEZTYR68XIk8eIbJkSeA0OpOtieiNxWLO0Ptqtzw+4eHkGFywgKohV6okP4/e/7i4CFG+PL2c/fgjjZQdPCh3UiQHwrhxFj3nzeLAAbpPS3ZkySLEnDlUZdKeefqU/scLFwrRt68Qdeok7oiNe4xKlxaiXTshJk2iCrNXrsS+oe7bR6sVKJB2k6Qxo1WrLNC+R4/oxVqq/unmJsTo0dQZSAKpknadOhbYf0q8eiU77DJkEGLbNhEdTf9mQIjbt61gg61gMgmxZw/94xM79zJkICdZp05CTJ8uxNatQty6lS7vodTnGjXKgu1Qinv3yLHdti0NzsX932g05GSdMIEGWWbNEuKTT+h5kdj/0seHXrYmTaISsGrfxyIjyRn6ww90b8mfP0m7TU2aiimuk0VD/CMu776rXoXe6Ggh7twR4tgxcjzOm0eBJ198QedwkSJCPHyojm0qwhpjDoKkj+pwwvtxadaMUhHu3iV1086dAZDExP795gnwX7pEWUQ6HdC7tzJmTptGUcRr1lARTUtomDk1e/dSbkChQnK1hXe8eCFrLBQtqpwJtlKZUtLSy5lTOakGs/H1pdzSGjUolL17d1RushqAlgX4bY01a+Q8459+osqTKdG6NcX8d+5Mv/H2Br77zjL2TJxIujQeHpSqZ8EKmFJFSotr6zgbhQtTykj37vS8/d//El9Pp6NUuxw56MaU3NTHh1JnjEba9ubN9LlxA5We7EIl7ALm9gUOVabcoI8/tl6VESEoDejSJUqBlNIhg4Lou/fJmJEe7hUq0Kd8eXo+JZays3cvpRWNHk0ijFOmkH7bqFFU/cfdXbl2BQTQfnbtor89PKiY0TffWLfyrFJkzUo5SXErqQoBhIbKuk1SOualSyTHkFiVTFdXoEQJ5NCUxmiURuY8pYEbpek6SGWp1LJlSYbrwgW5yG2qiY6m++7kybKO2Gefkf5woULJ/lQxfbHEyJiR+gHt2lHuaevWcFm5En5+7WMLkzqctMv7CEH6Ft99R30hgM6nVq0ojU9Kh0zDuZQSqmuMpYa8eYEvv6RPTAzJNuzcSZ8LF0haQRL4i4tORyezlKZYvTp1+G0p597NTbZt8GBa9vAhnQ/Hj9P0zBngxQtodu3EWOzEWABo/O737u50L/P1pWly89LfGTMm/T949Qp48ED+3L8f/+8HD0jWILFnW1zu3zdfU9JRSK0n7eDBg6JFixYiV65cAoDYuHFjsuvv379fAEjwCQkJibfeggULRIECBYSbm5uoWrWqOHnyZGpNc2o+/pic0baQ6qUoU6fKESrvWLSIFjVvnvLP+/Wjddu2VdBGIUT79rSfZs2U3Y9T0KsX/TO//jrBVydP0le5cilrwj//yJHaarJ0KdnRsKG6dsRj//7Y4eHHX40RgBCenspGsTOp4MgROcJl2LDU/37hQnm08/vv02/Ptm3y9iwSUiHz7Jm8aWsH5DgsJhOlDH7zjRCzZ9Mx27NHiIsXhXj8OP25UiaTEJcvi4hxM8RR1BBGaOKPsBcqRGl++/dbJu/EYCCdg82bKdWpSxdKY/LySjrKKHdu6mCMGUMRRkFBaWu3yUS/L1Ei/rZ//jnFFL9Uc/MmjfzHjdbr29cpIwBiMZkoQmL7diFmzhSia1chKlemnKakjn2GDBQFKEX5bNlC/9tkjv/PP9NPmzRJo42bNgnh5yfbUKFCqrQTGjWiny1Zkob9p5XoaEqNfhf9s7jCLwKgIBSHxWik1OSKFeOfLwMHUnSUFWjQQJFHqfW5f586uJ98QinQbdpQf+PgQcoacQSiooQ4fVqI+fPF+VJfiCAUFjEafeojr+NGv+bIQRGwdepQ5Gbx4sk/yxLbRoECQnzwgRCffUbpHrNnC7FmDUU8h4er/V+zOql2jO3YsUOMGTNGbNiwIVWOsWvXromQkJDYjzHOQ2Xt2rXC1dVV/Pbbb+LSpUuiV69eInPmzOKRmloMdkbhwnSO79untiUKExoqx2i/y507cEDuPydHWJh8v9i7V1kzb9ygfihA9xYmjZhM5PUChNi1K8HXq1bRV3XrKmvGzZtyFoOamhlDhpAdaqd0JmDZstgHbS/X5QIQ4tIltY1ixI0bcspb69Zp91bOmCF3pBYvTrs9t27JWkz9+6d9O0mwfz9tumBBi2+asQL16gmRAyFi92f/E6JFi4RaMj4+5KBYvz7ZVDIhBL2EBAbSupMm0WhV2bJJp0FKzqMSJWjdGTMoRUeJfmhMDN0z46bb+PkJsXp1+h8woaE0iCT1kwBqD4ueJo3RSPemrVvFVO8ZYgU6iVdFzdCFKleORllHjCAv1N69Qty5I44dMcb6PFPFhQuypwOgl95ff031fVuSXjtxIpX7Ty9GoxB9+sTaPxwzRZ8+VrbBGhgM5Djw95ePlacnaW68F/ShNGXL0u5377bqbpl0snEjHbe8eUzir19firDzN0koe8cOIVauJI/yuHE0mNGuHd0XypcnXVZ3d/OcXpkzk9OsUSNK7x87lrz2W7fS+/OjR04sApg0qXaMxftxKhxjL5LJ/61ataroH6eTbDQaRe7cucX06dPTY57TEBEhXwePH6ttjRXo0IEa26uXEILaLLU/uYGFBQvkqB9rFCjo3Zv2V7OmAxdEUJqzZ+VORxxdOYnx4+OdCooREyM7Oq00EJgokizT//6nng1JMnq0EICI1riIuthvtuYfoxDPntHIK0BREekddZVU7TWatA1Pv3lDkQ+AENWqWb7yiSBZJ4AiqBn7Qzp+tWu/WxARQREZXbsm1DRzdSWNmZ9/Jg/AqlUU0dWmDY2aS/p4SUUBlStHfYnJkymK69KlBIVdFCcykhqdPbtsW9my9OKS2k5DWBi9SHl6yttq1IieoYxZPHhA/zat9t3tUoou3LSJshW++ILOm8SEtuN8TK6u4jJKiC1oId58NUiIn34iXcfr1xOPDHz8mBxKko6Yq6sQ336bsvM3ER49kk1RJdjDZCLb3xmxIv8Yx+kAx8RQ9Gzx4vI/2dub7jvJiccriOQEVVJjl7E8jx7FH7vQ60mKcu5cM8cw3ryhl5GAACH+/ZeKi6xaRdEx1687TpSdClhNY6x8+fKIioqCv78/Jk6ciJo1awIAoqOjcfbsWYwaNSp2Xa1Wi4YNG+J4ErXWo6KiEBUVFW+Zi4sL9HFKymu1Wuh0OhiNRphMptjlOp0OWq0WBoMBQgizl8fExMTbn7Qvg8Fg1nIXFxeYTCYYjcbYZRqNBnq93uzlSbUpMFAHQIscOQQyZzZAMtWe25Ss7f36AWvWQPzxBwxTpyJz5szIlk2PJ080CAyMQcWKCW2PiTFgwQI9AA169zYC0EIIZds0erQRv/+uxdGjGmzZYkDLllqHO/cUv562boUGgKlBAxh1Okgnt9Smq1cBQIsiRYwwGISibSpQQI+bNzW4ft2AHDnUOU6XLtE5XLy4AYANHSe9Hpg8GeLGDbisX48NaIuf/jkKdC1pv+eePV9PJhPQti00169D5M8Pw4YNgKsr9O9+m6Y2TZwI7cuX0C1eDHTtCpOHB4wtWpjdJlP//tCePw/h6wvD6tXQubhA+84WSx2ngAB6FpYubQSgs/3j5IjnXjra1Lw5MGiQC44cEXj8WANfX3c6x1q0AIxGaE6cgH7bNojNm6EJCpL1aZJAeHlBU6oUTCVKQJQoAVGyJESJEtAVKQKti0vibQKsd5y0Wmj69YO+Rw+Y5s2DZtYsaC5cAFq2hPjgA2imT4exZs3kj1NUFLS//ALtjBnQPH0KADBVrgzT1KkQ9etbv03JLLflcw8Ajh3TANDD3x9wdzchxmgigawCBaBp3lxuU1QUcOsWNDdvQnvrFrS3bkEEBZEe3e3b0ERHoySuoiSuAkvi7RJCp4Mmf36YihSBKFIE8PKCdulSaMLCAACmNm1gnDEjVkcsqXt2Um26eNEFAFCkiICbG70PWP04TZ6Mhy8zosDPY9D57lQYv34B09y5pC+Y2uNkMsElJASmy5chrlwBrl2DRvpER0NUrgxT1aoQ7z4aX1/LtykqCpqVK6GbOROa4GA6jj4+MA0cCFP//kDmzGS7EFa9njQaLZ4+Jc2yzJljzH734+eT+m3y8QFOntRh7Vottm4VuHJFg/37SS976FCgRAmgWTMTmjc3oUYNAb3+vTbp9aTbmSNH0m1KT38vDW0y53iofZxcXFyQEoo7xnLlyoWff/4ZlStXRlRUFJYuXYp69erh5MmTqFixIp4+fQqj0YgcOXLE+12OHDlwld56EzB9+nRMmjQp3rIBAwagWbNmsX/nzZsX/v7+uHLlCu7fvx+73M/PD35+fggICMDTd50IAPD390fevHlx4sQJRERExC6vXLkyfH19cfDgwXgHombNmsiQIQP27t0bz44GDRogMjISR48ejV2m1+vRsGFDPH/+HGfiqFJ7eXmhVq1aePjwIQIDA2OX+/r6onLlyrh16xaCgoJSbNP58xUA5ECBAuHYu/eYQ7Qp2eNUsyZeFy4Mz1u3EDR+PO58/DGKFm2AJ09csGHDNbx4IW9HatPcuedx9WpVuLsbkDfvfhgM9RRv06tXV9CihQf++qswhgx5g5IlH6NYMcc695S+nhpt2wYNgEuFC+PBu+/itun8eRcAmfDmzX84ceKNom3Kk6cebt7MgD17ghEdLavwW+s4HT9+FQ8fNgQAGI0XAFS0meMktel4x44ofvQaCjy8gG7rWwA/nsRzwC7PPbu9noRAg5Ur4XLwIAzu7jgxahQi3olNp7tNLVqg8t278N2+HZrPP0fApEl4VqFCym06eBDaZcsgNBqcGToUz65fh7+rq8WP05EjNQBkgl5/CUBZ2z5OZrYpTcfJjttUtGgN3LiRCVu2AE2aJNKm2bNxs3dvhOzbhxwnTiD78ePwfPoULqVK4XmOHHiUNSsi8uVDRP78yFe9OvyKFsW5M2fkNt2+DX8vL9s7Tu3b407x4ii0bh0KbNkC3bFjQN26eFOzJi60b49wP7/4x+nsWbiuX4+iK1fC/fFj2lixYrjSuTPuVKoEmEzA3r187qWiTX/9VRRAEVStCvPa5OqKvA0bwt/fH5cCA6lNRiPcnz7FjvlZEHbuAT6vdB6lXC/CIyQEHiEh0EVFAcHB0AYHU0GGdxj8/aFfsAD7YmJguHULuHUrTW0KDKQ+Qo4cj7B3b4Bqx+nNR1Uw4+dFWIj+0C1ahNBr1xA4ZAiETpdom7SRkaifJw8MgYF4sHcvPO/dg+f9+/C8fx+IjoYWiaPZswe6PXti/47Mnx/6unXxrHBh3MiaFeGFCkHo9Wlrk68v7owahdyrVsFdcjr7+kI7fDgOlCyJKFdX4OzZNB0nS1xPGTPmh8FABakuXtyHa9dEqo8TwM8nNdv0/fd++Oyzs7hw4TVOnsyOU6eyITAwK65e1eDqVS3mztUiY8ZoVK78FB06eOGzz7xx5oxtt8mWj1MTMwpPaURc110q0Wg02LhxI1q3bp2q39WtWxf58+fHypUr8fDhQ+TJkwfHjh1DjRo1YtcZMWIEDh48iJMnTyb4PUeMxW/TiBF6zJunwcCBJsyeLa9vz21KyXbjggXQDRgAUbw4DBcuYNBgFyxerMHw4UZMmyZvR7K9bVuBTZu06N3biJ9+MlmtTU+fmlC8uB5hYRqsXGlCp06Ode4pej09egSXfPkAADF37sSrjOLi4gKj0QQfHw3CwzX4778YlCqlbJsGDNDjl180+PZbEyZPTnidKX2cDh0yoX59PfLlE7h1y2g7x+m95bdOPIZrnVoohNsw1awF7PkHxjj3Zrs495JZbuvXk3bqVOgmTYLQ6WDcvBmiUSPLtslohP6LL4CNGyE8PGDctQuievWk2/Tff9DWqgVERcE4aRJM76LDLX2coqIM8PHRIzJSg0uXYlCqlG0fJ3PaZG/nniXaNG2aFhMn6tCsGbB1q2O0KTnbE13+8CF006dD++uvwLttmz75BMaJE6ErWRLaHTsgRo2C5l1lRZE7N8T48dD27AkDYJttgu0fpyZNdNi3T4slS4CePdPXpilT9JgyRYNu3UxYsuTd+kJA9/gxtMHBMF67BgQFQfPgAUx160LbtSu0Li7pblPv3i5YtgwYO9aI8eNNydqu9HEqVEiPug9WY5WuKzRGI0ytWsH4ww/Q37kDXL0K05UrcvTXnTtIEldXiKJFIYoVgyheHKJ4caBECehdXGA6cQI4cQKakyehuXEjwU9FhgwQlSoBVatC+8EHMFapAlPu3Mnb/vo1dL/+Cu3s2VTdFIDIlQumYcOg6d0bWi8vm7iegoK0KFVKh4wZBZ49k7dvK9dTWtpk6/cIa7QpIkKHPXu02LzZhF27NHj+XK48qdcDtWqZ0Ly5QPPmJvj52UebbOU4mRMxprjGWGIMHz5cVH9XVTAqKkrodLoE2+nSpYto1apVesxzGho2pBzlpUvVtsSKvHolK+nv2xerH9ayZcJV792T5UYCA61v6nff0b6LFLF84SmH5rffZH2kRAgJkfVAFJArSsCsWbS/zz9Xfl+JsXgx7b9pU3X2by5GoxBVvS6Jl/Amgzt1chyNEVvnjz9k0Yqff1ZuP5GRcumzzJmFOH8+8fWePSMlfIDE1BUUer1yhXbj4cF6svZMYKAssxQWprY1KhMURJX+NO8qdep0JKYcV1x5xgwhXr9W21K7x2gkuSiAZHvSy99/07YqVUr/tlJDpUq037//tu5+E0OqI7BnwObki15InyxZSJS3Z0/qcG3dSoJL5lajffaMtNwmTBCicWO50Mv7n9y5qWjCzJlUHUu6fsLChJg2TQhfX3nd/PmFWLQoUY1btTlyRH63YByTmBg6RUeMIH3s90/lEiWoYPTBg+ZfJiYTfYxG+hgM8icmhj7R0fRxxq57UtGpihIQEIBc76I/XF1dUalSpXjhciaTCXv37o0XQcYkjRT1WKaMunZYlYwZgS5daH7RIpSiaGK8G0CNxy+/AEYjULcuULq09UyUGDSIUsFv3gR+/dX6+7dbtm2jafPmiX59/TpNCxYE3NyUN6dIEZrevJn8ekohndtqnMOpQasFvKqWwqf4CyatDli1CpgyRW2zHJ8jR4Du3Wl++HCgd2/l9uXmBmzYANSsCbx8CTRqBFy7Fn8dkwno3Bm4fRsoXBhYsSJWY0YJLlygaZkyiu6GUZhSpYCiRYHo6GTlw5yDIkXo/hkQALRsSR2ZS5eADBmAkSMp3W7kSMDDQ21L7Z7r14FXrwB3d8s8Y8uWpemlS7FBf4pjMMj9BFt4HyhRgqZ73FsBO3YAvr50cy5ShPp1w4YB//sfcPgw8OQJ8OwZPceWLqVnWIsWeBcSY94Os2QBmjQBJk4Edu2i7V29CixfDvTpA1SoAOh0wMOH9PwaMQKoUwfw9qbvChQARo8Gnj4lG5cuBW7cAPr2pWvOxnjyhKbZsqlrB6Mcej1Quzbw/ffA5cskY/jDD8CHH9J3V68Cs2bR+62bG95pkdFHq6WPRhP/Iy2X1tPr5Y+LC31cXemT2Du1o5Pq7mNERAQCAgIQEBAAAAgODkZAQADu3r0LABg1ahS6SA4LAPPmzcPmzZsRFBSEwMBADB48GPv27UP//v1j1xk6dCj+97//4ffff8eVK1fQt29fvH79Gt2lTj6TJE+fxkb6xjqHnIa+fWm6cSPKZH0IAAgOBt68kVeJjqbnLgDEOeWsipcXMHYszU+eHN8+JgmiooB//qH5OALfcZGi5osWtY5JajvGJAe4v786+08NlSsD/+IjrK61mBZMmACsXq2uUY5MUBDQujXd8Nq2pV6U0nh6Atu30wvFkydAw4ZA3HSYadPoZShDBuDvv0ltVkH++4+m5copuhtGYTQaoE0bmt+4UV1bbIayZYEtW4Bjx4Dp0+l6nzFD8WvKmTh1iqaVKpnvh0mOwoXJXxkZSYfLGgQF0f48PGj/alOyJE2vXgW9yYeEAK9fk6HbtgGzZwNffgnUqkVOM0uj1QLFiwNduwKLFwPnzgFhYcDBg/SMbNuWJDqMRnI+v3xJ3ryVK8nonj3JO2CjsGPM+ShSBBg8GNi7l97///wT6NSJfMImE53KJhN9pLgyJnWk+vZ/5swZ1K9fP/bvoUOHAgC6du2K5cuXIyQkJNZJBlDVyWHDhuHBgwfw8PBA2bJl8e+//8bbxueff44nT55g/PjxCA0NRfny5bFr164EgvxMQqSX5UKFyAHjVPj7kyv98GFk3fA/ZM06Ac+eUeDCOz1o/P038OgRkDs3vTeqxVdfAXPmUPDETz/RIC+TDIcOARERQM6ciFdmNA5SxFixYtYxSepovnhBH2u/k9hLxBhAjjEAmPe6Fzp9c4OGtLp3pxHZdxWJGQvx7BnQrBlNq1ShTr21QqYyZQJ276ZR96tXyTl2+DCFb40fT+ssWgSUL6+4KVLEmBSpwdgvbdoAM2eSXzUqyjoRwXZBjRr0YSyO5BirWtUy29NqKWrr5Em6N0nRU0py/jxN/f0pEkRtpDbH1lGTwlLUxNOTnld16tDfQgD379OB8vSk6Gdb+OeZgVRzgx1jzkmmTEC7dvQxGGRHKUADTOmZSvMZMypjuy2T6jtUvXr14gmnvc/y5cvj/T1ixAiMGDEixe1+/fXX+Prrr1NrjtPjlGmUcenXDzh8GJr/LUHZkqOx/4gLLl2SHWMLF9L0q68oPFQtXF0pWqxLFxqoGjLEpgei1CduGmUSL/nWdox5eVFK7KNHFDUmOX+swePH9NDTaORRWFtG+t9cuABEHZ4Bt6AgCv9o3Ro4cUIOv2PSR1QUjXrfuAHkz09RJdZOq8qWjaqr1apFkQANG1IYsxBAr15yeqfCcMSY41C1KgVyhIQA+/YBTZuqbRHj6FjaMQaQk15yjLVrZ7ntJsXvv9NU8vmojeQYu3mTgpltss+r0QD58tHHzuCIMUZCr49Xn4xJB6zEYefYU3qVIrRtC2TPDjx8iM89tgKgPGyAXpSOHqUbxldfqWjjO774gh5gL16QXUwSCCE7xpJIowSsn0oJqJdOKUWLFSpEg5q2TsGCQNasQEwMcPGSlnRyKlem2O/mzekiYNKHEJSGcugQaaRs304RlmqQJw85x3LlopP12TOK9Jw/3yq7f/ECuHeP5p12kMiB0GrlCG9Op2SUJjKSMukAoFo1y21Xil6VolmV5OpVCt7VaGSVEbXJnZsiToxG66WTOhPsGGMYy8OOMTvn4kWaOu3LgKsrvRwCaHZ7EQDZiSBFi33yiW140nU6eeR7xw51bbFprl0jUWFXV4o+SYS4HS1rRYwB6jnG7M0BrtHIUWNnzoCimLZsoVHZa9foooyOVtVGu2fKFHI46nTA+vXqnxxFigB79lBYZc6cwF9/WU2wWHrxLFCA0gsY+0fSGdu8me73jPMQEwOMGUO3N2vw33+0z2zZ6B5iKazpGFuwgKYtW9qGvhhA/YAE6ZSMxWDHGMNYHnaM2TFC2N8LsyJ89RWg1SLf9b0ohmu4fJk0NP/4g75WS3Q/MaQCi9u3q2uHTSNFi9Wvn6Rw3r17lEXm6koZZNZC7Ygxe9AXk4jnGAPIO71tGw0h799PVaJYGTRtrFpFBQ0AEhVu1EhdeyRKlyYhxaAgCm+0EtKLJ6dROg5165KT8/Fj4Phxta1hrMnChVS7o3t360QaxU2jjKuxk16kAes7d0jzXSnCwqjwIgAMHKjcftICO8aUQ3KMZc+urh0M40iwY8yOuXePykvr9daNmrE5ChSITbnrg59x6xbw889U/bFMGZK+sRU++ogCPK5coQqaTCLE1RdLAklfzM/PujqpHDFmPgkcYwANof/5J+VKLVtmneqJjkZwMFXLAoBvviEdL1siQwar5/tK+mIsvO84uLrKmfScTuk8PH4s+/wNBmDcOOX3qYS+GEAFeiTpKim7QwmWLaNij6VKUfFHW4IdY8rBEWMMY3nYMWbHSC/LJUrYqKilNenXDwDQQ7MMGUyvMXUqLe7f37IjgOnFxwf44AOa53TKRHjxAjhyhOaTcYypoS8GqOMYE8K+I8YCA8lJHUvTprL21KhRwD//WN02u2bzZkpD/eADYMYMta2xCThizDGR0ik3buTgUmdh9Gga8JWetWvXAufOKbtPpRxjgPLplEYjVToHKFrMlvq7gOwYu3JFXTscDSG4KiXDKAE7xuwYe4wiUYyPPgKKFEEmEYb2WIuICNKj7thRbcMSIvl72DGWCLt3U0+vVKlkhTKsXZFSQuqsP3hAgr3W4OFDSg3W6YDixa2zT0uQJw/JTRmNckRPLP37UyolAAwfziJCqWHPHpq2aZNkxVZnwmiUn4UcMeZYNGlCAYjBwdbRaWLU5fRp4LffaH7FCipYBJCzTClevJD7E1WqWH77krM+wTPQQuzcSZKsmTMDnTops4/0IFXRvnqVnduW5NUr0sUD2DHGMJaEe9V2jBSazY4x0AviuxftflgEQKBbtyQlqlSlWTOa7tsHvH2rri02hyS+lkw1SkA9x1i2bHROCWG9VFgpWszPz2pa5hYhgQD/+0ydSr35ixeBNWusaZr9Eh0NHDxI8x99pK4tNkJQEN1HPTxkxzXjGHh6yvJ5mzapagqjMCYTMGAAPVs7d6aA2ClTABcXGi/bv1+Z/UrPpiJFqJKypVE6YkwKvv7yS9usWF2kCA3qRUTQIB9jGaQ0Sk9PwN1dXVsYxpFgx5gdI42SO21Fyvfp3h0GvRsq4Ryq4LSUXWlz+PuT7kRkpHKdPbvEaJTD6GzUMabRWD+d0p4jQ6UR+EQdY1myACNH0vy4cVRNgUme48dJTCZ7dr7xv0OKxPD3t67eIGMd4qZTMo7LypXAyZM08CRJTxYuDPTuTfPffqtMxJGSaZSA7Bi7eJGcf5bk8mUKINZqbavIVFxcXeU+E+uMWQ7WF2MYZWDHmJ1iMMg5+/b4wqwIWbMivFl7AMCCXNNQvKiFeyEWQqORo8Y4nTIOJ04Az5+TEFuNGkmuFh1Nhe8A62uMAdZ3jNmjvphEshFjAImi5MpFB/SXX6xllv0ipVE2bMhplO9gfTHHpmVLOtX/+48L1jgqr17JYyTjx9MjQWLsWIqKOXUK2LDB8vs+eZKm1apZftsA9VHc3Gg8w9Ln74IFNP34Y6BgQctu25Kwzpjl4YqUDKMM3LO2U4KCKMDC09O2H4jWxmfiIAidDlVDNgNDh9qsqIHkGNu+3WZNtD5SNcqmTanUahLcukUjr15eQM6cVrItDhwxZj6VKtH0yhVKpUiAh4dcguy774DwcKvZZpdIjjFOo4xFcoyxvphjkjUrUKcOzXPUmGMyZQrw6BFFgA8aFP+7HDmoKwcAY8bQoLClEEL5iDG9Xh7UsmQ65cuXwO+/0/zAgZbbrhLE1RljLANHjDGMMrBjzE6RXpZLl+bAgXhUqACNpN7644/A5Mnq2pMEDRpQiPnt29xZiEVyjCVTjRKIn0apRgUmazrGTCZKlwDsM2IsZ04gb156ATl/PomVevSgYfUnT4C5c61qn13x4oUceseOsVikVEqOGHNcOJ3Scbl6FZg3j+bnzUu8wvrw4YCvL3DtGrB8ueX2fe8eOeT0eqB8ectt932U0Bn77Teq9lymDFC3ruW2qwRSxBj3dS0HO8YYRhnYpWKnsPB+MnTpIiuSTpxIDjIbw9MTqFeP5jmdEsCdO+Tt1WqpFFky3LhBUzXSKAHrOsbu3qVIKxcX9dqbXqR0ytOnk1jBxYWixQBg9my5x8fEZ98+8pSWLEklPxm8fEnXCMCSa45M69Y0PXqUHBmMYyAERYgZDCQr2rRp4ut5e1O0GEBdOksVLZKixcqWVVbA3NKOMaNRTqMcOFCdAcLUwI4xy/P4MU3ZMcYwloUdY3YKC++nwIABcrTY4MGWHWa0EFJglFSI0amR/gk1a5IoezKoJbwvITnGgoOpg6okkr5Y8eLkP7JHUtQZA4BPPwUqViQv4NSpVrHL7uA0ygRIL5oFClCBU8YxyZ+f0rKFALZsUdsaxlJs3Qr88w9Fif3wQ/Lr9ulD58GDB8BPP1lm/0qnUUpY2jG2fTv1P7JkAb74wjLbVBLJMfbgAenJMemHI8YYRhnYMWan2LPukNUYO1YWp+jZUxnl1nQg6YwdPsydhdg0yhSqUQLqO8by5aPUi+ho6ugpiSNc52Y5xrRaYMYMml+8WK6uwMiwYywBrC/mPHA6pWMRGQkMGULzw4YBfn7Jr58hgzzWOX06ZZanF2s7xm7eTEJrM5VICRG9epFMp62TObOsB3vtmqqmOAzsGGMYZWDHmB3y9i2J7wMcMZYsGg2lZvXoQSlIHTrIL5c2gJ8fpccZDDZllvV5/ZrSxAC7cIzp9XLBC6XTKe25IqWE5Bi7cYNS35Lko49IfC86WhbkZ4hbt+ij19u+oIwVYX0x50FyjO3dywNJjsCcOXRLy50bGD3avN906kSDRC9fAjNnpm//RqM8WKO0YyxbNnIMCSEPdqWVwEC6BrRaoF8/y9hnDTid0rJwVUqGUQZ2jNkhV66Qn8fXl2+KKaLRAEuWUKpWdDSJlRw/rrZVsUjplE6tM7Z3L5VYLVRILl+UBBERwMOHNK+m5pa1dMYcIWIsa1Y6tABw7lwKK0+fTtOVK9P/BuFISJ7zGjWAjBnVtcWG4Igx56FkSRoMiY4Gdu5U2xomPdy7B0ybRvOzZlGFaXPQ6eTf/fij3BdIC1eu0Jicl5fstFESyXmf3nRKKY20TRtKLbUX2DFmWThijGGUgR1jdkhc4X1bF920CXQ6YNUqoHFjKuPTrJllywOlAymdcscOGk10SuKmUaZwQkuRkr6+gI+PwnYlgzUcY0Yjdd4B+44YA8xMpwSAKlXIiS2E+WEEzgCnUSbAaJSfhewYc3w0Gk6ndBRGjKCuWK1aFMifGlq0ICnSt2+BSZPSboOURlmlCnURlcYSOmPPn9OYEUCi+/aE5BiT+jRM2hGCHWMMoxTsGLNDWHg/Dbi5AX//TT2qly+BRo3k8oYqUqcOVagMDQXOn1fbGhUQQhbel8LnkkHtNEoJazjGbt0iHZYMGYDChZXbjzUw2zEGUIVKnY6UmY8cUdQuu8BolFON2TEWy82b9HLs7p6yPhHjGEjVKXfsoCBjxv44dAhYu5ZSAX/6KfWDuxqNLEf5669p16w6eZKmSqdRSljCMfbrr3TPK1cOqF3bMnZZCykZICCAMl6YtBMRQX1DgB1jDGNp2DFmhzhCepUqeHpSdFL58lTzvWFDiulXETc3MgNw0nTKgADKh/D0NEs7yZkcY5K+WMmS1hnRVhLJMXb6tBkrFy9OuoAA8O23ThxK+Y6zZ0lpOlMm+R/JxOqL+fvb//XBmEfVqkCuXEB4OGXgM/aFwUAFwwHgq6+oK5YWatWiyDGjERg3Lm3bsJbwvkRcx1haHmkGA7BgAc0PHGh/2SJVqpAKQHAwsHSp2tbYN1K0mLs7dZ0ZhrEc7BizQ+KmUjKpJHNmYPdu8qzcvUsRGNJTRiWkdEopcMqpkNIoP/qIQqNSQAryU1NfDIjvGFPKbyM5wO09jRIAKlak6e3bwNOnZvxgwgQ6H44eddILIw5SGuWHH5L4PgNAjrxg4X3nQauVo8Y4ndL+WLKErlsfHwoMTg/TppFzaP16MyOR4/DmjdyPtpZjrEQJun2HhaVtPHbrVuqyZs2a+vRTW8DHR64qOmqUmf0AJlE4jZJhlIMdY3bGixfAgwc0z46xNJI9O71s5stHcfhNmlBvRSUkx9jJk07YWYirL2YGthIxJqU2hoWR7ocSSBFjjnCdZ84sH7OzZ834QZ48sojKqFEUGuCssL5YokgRY6wv5lxIOmObNzv3bcHeePYMGDuW5r/7jhw86aFMGapSCVBgcWo4f57OnVy56FFjDVxd5XTCtKRTzp9P06++okghe+Trr+l+/fx56o8ZI8MVKRlGOdgxZmdIL8v58wPe3uraYtfkz08vnNmyUam8li1pGFEF8ualzoIQFMzmNDx6JOczSN7BFLAVx5iHB3WqAeXSKR0pYgxIpc4YAIwcSR61wEBg9WqlzLJtIiKAY8donh1j8eCIMeekXj26LTx5YlMFppkUGDeOBnbLliXnjiWYPJkcTnv3yuMH5hA3jdKaKYlp1Rm7cAE4cIBSxvv2tbhZVkOvBxYtovlffwVOnFDXHnuFI8YYRjnYMWZnSOHfLLxvAYoXJ0+Utzdw+DBVw4uOVsUUSXfeqbLGJFG1ypVlL1MyPHsmR2fZgti2kjpjMTGyqLAjRIwBaXCMZclCzjEAGD/eOdW2Dx2ik6FgQfmEY/DyJXDnDs3zs9C5cHGRA4w5ndI+CAgAfvmF5ufPt1xGeMGCsqNo1CjzRd2trS8mkVbH2E8/0bRtW0p0sGdq1gS6daP5fv046jMtsGOMYZSDHWN2BgvvW5gKFcgb5e4O7NwJdOmiypNaCpjatcuJOgpSGqUZ1SgBWV8sb16K2FIbyU9x65blt33jBvlDPD0puNERSLVjDKB0yly5SJxMerNyJuKmUdqb2rKCSANE+fOTdg3jXEjplBs3cm0OW0cIEtw3mYDPPzerxk6qGDOGRN3PngX++su839iTY+zZM2DVKpqX1AXsne+/p6jP8+eBxYvVtsb+YMcYwygHO8bsDBbeV4BatYANG2go+s8/aQjSyr3t6tXpBe/FCycJL4+OBv75h+btTF9MQsmIMSllunRpEpx2BCpUIN/O/ftAaKiZP/LwICF+gIRpwsMVs88mYX2xRGF9MeemcWOqzREcnDa9JsZ6rF0LHDlCt/JZsyy//WzZgOHDaX7MGBpQSo6nT+XBrCpVLG9Pckj3q2vXgLdvzfvN0qVAZCQ9P2vWVM42a5I9OzB1Ks2PHUuqGoz5PH5MU3aMMYzlcZBXLudACDlijNNHLEyTJsAff5AX4n//oxQuKzrH9Hrq7ANyhqFDc+gQ6SflzCmXLEwBZ3KMOZq+GAB4ecniw6mKGuvRg8qQPnkCzJ2riG02ycOH5CHVaKgiJRML64s5N56eQKNGNM/plLZLRATwzTc0P3q0cmmAQ4aQkyAoiLSrkuP0aZqWKAFkyqSMPUmRKxfg60vRc5cvp7y+wQAsXEjzAwc6VtBw797U9QsLA0aMUNsa+4IjxhhGOdgxZkeEhFBEkU5H8liMhfnsM6onDtDQ5owZVt29lE7pFI6xuGmUZoZESamURYsqZFMqsUbEmKNFhqYpndLFhaLFAGD2bHm41NH591+aVqqU/hJuDobkGOOIMeclbjolY5tMm0ZV1AsVAoYNU24/GTOSuD8ATJqUfB2lkydpau00SoAcW6lJp9y8Gbh3j5xp7dsra5u10elIiF+jAVasIJlfxjzYMcYwysGOMTtCSqMsWpTSCBgF6NkTmDOH5kePtqoAQpMm1EkICKDOpMMiBLB1K82bmUYJ2G7E2IMH5qdFmEvcVEpHQkpdSZVjDKDCGJUqUQjCtGkWt8sm4TTKRDEa5WchR4w5Ly1b0sv1hQvK6Dwy6SMoSO5K/fCD8n3W3r3JARcaCvz4Y9LrqaUvJpEax9j8+TTt3dsx+/zVqgFffknz/fqlnAbLEJJjLHt2de1gGEeEHWN2BKdRWomhQ0n4AAD696cUSyuQLZvcWdu50yq7VIdr1+hNxtUVaNjQrJ8IIUeM2YpjLGtWKmgKkNaNpYiKktvqyBFjqcpU1mqB6dNpfvFiEuN3ZISQI8bYMRaPW7coIsTd3Taq0zLqkDUrUKcOzW/apKopTCIMHUpSoo0bA61aKb8/V1dgyhSa//57uYJ1XISwH8dYQAApTuj1cuVNR2T6dCpAHRgILFigtjX2AUeMMYxysGPMjmDhfSsyeTLw9dfUk+renXopVkAq0OjQ6ZRSGmX9+iQ8ZQYhIcDr1xQhUKiQgralAo1GmXTKa9coKiZTJiB3bstt1xYoV46O4aNHaYiK/OgjoEEDetuSBPkdlcBACn3w8AA++EBta2wKSXjf35/OJcZ54XRK22TnTgoK1+uBefOsp43VoQM5nsLC5HGUuAQHU5VHV1f10rCl/f73X/KDQz/9RNNPPwXy5FHeLrXImlVWLZkwgaQ1maR5/VpOFWbHGMNYHnaM2REcMWZFNBqKx//4Y4rv7tyZQnkURtIZ27PHKrtTh7j6YmYipVEWKkSSU7aCEo6xc+do6u/vWGK7AEX5SI79VKdTAvLbzsqV8kiBIyKlUdapA7i5qWuLjcH6YoxE69Y0PXo0FZVuGUWJjgYGD6b5QYNI5N5axA0s/ukn0ueKixQtVr68erfVUqXIzmfPkj5nnz6VExUGDrSebWrRsyelVYaHK6tF5whI0WJubmaPKzMMkwrYMWYnGI1yFRuOGLMSUoXK7NnJKzl+vOK7rFAByJGDpJSOHFF8d9bn5Uu5YWlwjNlKGqWEpRxjUVHAunWkM9ejBy1z1Os8TQL8ElWq0BC6EMCYMRa1y6ZgfbEkkSLG2DHG5MtHL9RCWFUOlEmGH3+k53WOHFbpMiWgaVMaT4iKIiH+uKidRgnQ4JDUj0kqnfJ//yP7K1cGqle3nm1qodWSEL9WC6xdC+zbp7ZFtkvcNEpHGzhlGFuAHWN2wq1bJPDt7g4ULqy2NU5EtmzxK1Uq7K3SauWose3bFd2VOuzeTV7eUqVSdSI7qmPs4kUaXc+TB/j8c/r3CAHUq0caLY6I5Bg7fTqNG/juO8qh27rVMb3HUVHAwYM0z46xBEgvkyy8zwByhMn8+ZRCx6hHSAipUACk8yVpcFoTjUZOzVu2DLhyRf5OcoxVq2Z9u+KSnM5YTAw5iQCKFnMW50fFirKWWv/+FHnIJIT1xRhGWVLtGDt06BBatmyJ3LlzQ6PRYFMKqqcbNmzARx99hGzZssHb2xs1atTA7t27460zceJEaDSaeJ8S1oy/tgOkNMpSpVhXxep8/DHpjAkBdOlC8d4KIjnGHFJnTEqjTEU1ymfPgNWrad7WqjSmxTEWFgb8/DONWpctSyPsz56Rc2zMGKrmtX+/7TkBLUWaBfgliheXw+q+/TaNG7Fhjh2jUZCcOR03bDCNhIXJdRc4YowBgE8+AUqWpGDkhQvVtsa5+fZbinavVo3UJ9SiRg3qtplMcmBxTIwsU6BmxBgQX2fsfTZtAu7fp0SFdu2sapbqTJlCDp+rV6mSKZMQrkjJMMqSasfY69evUa5cOSw0swdy6NAhfPTRR9ixYwfOnj2L+vXro2XLljh//ny89UqXLo2QkJDYzxFHjARIB5JjjN+TVGLePCB/flJvHT5c0V199BGJ1l67ZlntKtUxGmVvn5mOMSGoVHlICPlDvvhCQfvSgOQYCw6m5iWFEMCBA+RXzZWLRkZPn6bj3LYtRQfeuUPBUNI2HZUyZUj8+PnzdBSXnDCB6tcfPep4oZVSGmXDhs4TLmAmkqxcvnyAj4+6tjC2gVYLjB5N83Pnkjg1Y31OnABWrKBb1k8/0XFRk2nTyIaNG8m2wEAab8icWf1qtslFjP34I0379HE+eUkfH0rMACjy8O5dde2xRThijGGUJdWPrqZNm+K7775DG6kcUArMmzcPI0aMQJUqVVC0aFFMmzYNRYsWxdatW+Otp9frkTNnztiPr69vak1zaKQXAhbeVwlvb2D5cppfsoTKLilEpkxArVo071BRYydOkDfEx4eGdM1gxQrg77/JgfTHH1Skz5bIm5eKAcTE0Cjv+zx4QB30okWpCOfKldQ5L1UKmDOHKjD9/TdFCTpLJKibm/xikCadMQDIkwemr0mV+GmvUWjTyogCBRxEZyiuY4yJB+uLMYnRvj0NKDx7Bvzyi9rWOB9CACNG0Hz37iQFqTalSgFdu9L8t98CJ0/SfJUq6jvtpDTwK1fipwyePUtjPXo9OcackS5dqP/75o3jykmkB3aMMYyyWP3xYDKZEB4ejixZssRbfuPGDeTOnRuFCxdGx44dcZeHCuLBEWM2QP36crmlnj2pF64QDplOKaVRNm1KPb8UCA4GBgyg+UmTgEqVFLQtjeh0VCkTkKP7oqOBDRuotkD+/JTKcfMmkDEj0KuXPHo9dKjzdm7SIsBvNFIqzNy5lCZTeMm3eIHM8A0NhNfW1bh7lyJHFM50VpZnz+jtCGDHWCKwvhiTGHo9MGoUzc+aRYMPjPXYtQs4fJiCeCWNMVtg4kQaiDl4UE7NUzuNEqCI10yZAIOB0gYlfvqJpu3aUWS5M6LRUEq0TkeDhu8p7zg97BhjGGVJ+e3UwsyePRsRERFoFyd5vlq1ali+fDmKFy+OkJAQTJo0CbVr10ZgYCAyZsyYYBtRUVGIioqKt8zFxQX6OC/bWq0WOp0ORqMRJpMpdrlOp4NWq4XBYICIo02T0vKYmJh4+5P2ZTAYzFru4uICk8kEY5x8K41GA71en+LyqCjg+nU9AA38/eEQbZKwu+M0aRL0O3dCc+0aTP36Qfvnn4q0qVEjYMQIF+zfD7x8GQNPTwXbZKXjpN+2DRoAaN48xeNkNAKdOukQHq5FzZoCQ4caEPcnttImAChcWI/r1zXYudOIbduAVau0ePJEToGrWdOE7t1N+OQTAU9Pua0xMbZ5nOIuV+p6qlyZ1j992oSYGGOibTIayRFy6JAOhw5pceiQQFhY3NRCH8xzHYlJ0aOwIPM4nMv6GS7fzIBffzVh8GA7ve/9+y+0QkCUKgVD9uyQTnrV73s2cu5RxJgGpUoZEBMjHKJNidnObUp9mzp31mHyZIG7dzX43/+M6NvXZPdtsofjpNXqMWqUAKBBv35GZM9ugsFgG20i2QIt5s3TxRbwqVhRvneoeZzKlBE4ckSDc+cMKFlS4NkzHdasoViFfv1Svr858rlXsqQB/ftrMX++Dl9/LXDxogaurvbdJksdp0ePAECLLFkMMBo1DtEmRzxO3CbbbJOLiwtSwqqOsdWrV2PSpEnYvHkzssdRDmzatGnsfNmyZVGtWjUUKFAA69atQ8+ePRNsZ/r06Zj0Xh3mAQMGoJkUZgMgb9688Pf3x5UrV3A/To6Tn58f/Pz8EBAQgKdPn8Yu9/f3R968eXHixAlERETELq9cuTJ8fX1x8ODBeAeiZs2ayJAhA/bu3RvPjgYNGiAyMhJHjx6NXabX69GwYUM8f/4cZ+KESHh5eaFWrVp4+PAhAqWQMAC+vr6oXLkybt26haCgINy6lRFGY014exuQO7cely7Zf5vs+Th59+uH6kOGQLtuHdCmDW5VrmzxNgkB5Mv3Ee7d02HBgkuoXDnUro9ThkePUC8wEEKrhaZJkxSP09q1hXHsWDFkzCiwePFrHDggaw7aSpsk8uSpC8Ads2fLuZA+PpHo1k2Dnj21uHeP2nTihO0fJwmlr6fKlSlX+ORJI/bs2QutFvDx8YVeXxl//fUc+/aZcOmSD16/jvsQ08DDIwb+/i9QpsxzNG/uiZYNBiLaby4yPbmDSWUn4bOb0zFnjglff621y/tejY0bkQnA47JlcT6OPbZw30trmyx17tWoURMXL3oBAN68OY69e1/bfZsc8Tip2abOnUMwdWpufPddNAoVOoSSJYvYfZts/Tjdv18L//1H9+Zq1Q5h794Ym2pTjRou+O23D/HqFQ2qREYext69Uaofp+zZQwDkxvbtd5Ez53UcPFgb0dGeKFEiDOHhxyE1wVnPvTp1dFi5sjaCgjJg9mygTx/7b5MljtPNm74AMuPhwwu4csXVIdrkiMeJ22SbbWrSpAlSQiPiuu5SiUajwcaNG9G6desU1127di169OiB9evXo3nz5imuX6VKFTRs2BDTp09P8J2zRYytXq1Bt2561KolcPiwxiHaJGGvx0k7eTJ0330H+PjAdOECjDlyWLxNgwbpsXixBr17G/HTT/J27PE4aX/+GbqBAyFq14bm0KFkj9O5c0CtWnoYDBosWybQtatttklizRodunbVQqcTaNZMoHt3E5o0EciQwf6O0/vLlbqehNDD21sgMlKDESOMCAzU4MgRTezLi4S3t0Dt2kC9ehrUrm1E2bImSLd5yUbj4sXQ9esHk282FDYF4c5zb/z5J9C2rZ3d94SAvnhxaG7fhnHzZpjiDBjZyn0v1W0yw3Zz2xQcrEfx4hpkyCDw/Lkh9jyw5zY54nFSs02vXxvh56dFaKgGP/9sQK9eWrtvky0fJ4NBg7Jl9QgKAiZMMGLMGJNNtun77/UYN06D/PkFgoLk79Q8TosXG9Gvnw6NGpmwcaMRfn56hIRosHy5AV98Ia/vzOfemjUadO2qR4YMQGCgCfnz23+bJNJ6nPz8NAgO1uDQIQM++IAjxrhN3KbUtMmciDGIdABAbNy4McX1Vq9eLTJkyCA2bdpk1nbDw8OFj4+P+PHHH9NjnsMwcqQQgBB9+6ptCRNLdLQQlSrRgWnSRAiTyeK72LaNNp8/vyKbty5Nm1Jjvv8+2dVevxaieHFa9dNP7aPdRqMQBw8KERKitiX2RfXqdJzjfry9hWjRQojZs4U4c0YIg8GMDUVHC1G0qBCAOFhnrACEqFLFPs6deNy4Qf8EFxchwsPVtsbm+Osv+vdUrqy2JYwtM2cOnSeFCwsRE6O2NY7NL7/Q/zpbNtu+Zb15I8Q331CfylY4fpz+d7lyCbFmDc3nzClEVJTaltkOJpMQ9evT/6ZlS7WtsQ28vOj/ceOG2pYwjGOSavH9iIgIBAQEICAgAAAQHByMgICAWLH8UaNGoUuXLrHrr169Gl26dMGcOXNQrVo1hIaGIjQ0FGFhYbHrDB8+HAcPHsTt27dx7NgxtGnTBjqdDh06dEiteQ6JFNXIFSltCBcXKjHo5kbKs0uWWHwX9euTmO3du8DlyxbfvPV4/RrYt4/mW7RIdtVvvgGuXSNtkJ9/JiFWW0erBerUAXLmVNsS+6J/f6BgQTolZs8mIf7nz4GtW4Fhw6jYgs6cSp0uLsC7yOLax2agmut5nD4NHD6sqPmW599/aVqjBuDlpa4tNghXpGTMoXdvwNcXuHULWLNGbWscl7dvqSgOAIwda9u3LHd3YOZMKohjK0iFtEJCEFuwoE8fwNVVPZtsDY0GWLCAimts3UofZyYyEpCy0Fh8n2GUIdWOsTNnzqBChQqoUKECAGDo0KGoUKECxo8fDwAICQmJV1FyyZIlMBgM6N+/P3LlyhX7GTRoUOw69+/fR4cOHVC8eHG0a9cOWbNmxYkTJ5CNr3wAwMWLNOWKlDZGyZLAjBk0P3QoECf/2hJ4eJBzDAC2b7fopq3L3r1AVBSVbyxZMsnVduwAFi2i+eXLgaxZrWMeow6dOlHl0VQ7whKjbVugTRtoDAb87dUFrojC7NkWNVd59uyh6UcfqWuHjcIVKRlz8PSkxzEATJtGhVwYy7NgAfDwIVCgADkjmdTh5QUUKULzV67Q+A7/HxNSqhQwZAjNDxzo3BVnpYqULi6At7e6tjCMo5IujTFGeV69orLOAEVT+Pioaw/zHiYT0KABcOAAULMm1QVP89t9QhYsAAYMAOrWpV3YJb17U0TdgAHA/PmJrvLkCUVEPnoEDBoEzJtnXRMZB+DJE6B0aeDJE8zECIzE97h6FSheXG3DzMBopDCXly+pSkO1ampbZHMULkyO1P37gXr11LaGsWVevSKHzcuXwLp1wGefqW2RYxEWRtfj8+fAsmVAt25qW2SftG0LbNxI8506URICk5CICBpTvX8fGDdOjrBzNs6eBSpXBnLnBh48UNsahnFMUh0xxliXS5domicPO8VsEq2WwpsyZgSOHgXmzLHo5qVCq0eOUGfU7hAC2LaN5pPIYxAC+OorcoqVKhWbFccwqSNbttiU5uGYhQ9wFHPnqmyTuZw5Q2/xmTNTz5eJx6tX5BQDOJWSSRlvbxpgAYDvvqPxK8ZyzJ5NTrFSpYDOndW2xn6Jey8bOFA9O2wdLy/ghx9o/vvvgRs31LVHLaSIMU6mYhjlYMeYjcNplHZAgQLAjz/S/Lhxcs6PBShcGChRggJK/vnHYpu1HgEBlG/h6Ulhb4nw22/Apk0UHv7HH6QHwjBponVroEsXaCHwO7rir+URePxYbaPMQEqj/PBDi0acOgrSczBvXiBLFnVtYeyDgQPphfrCBXlshkk/jx7JTorvvuPbVXqoU4emtWsDVaqoa4ut88knQKNGQHQ0JR84Y64TO8YYRnnYMWbjsPC+ndCtG9CqFT21O3cmTS0LIUWN7dhhsU1aD+mN5KOPqJLAewQFxR/ZL1/eeqYxDsqPP0LkzQs/3MTk6JFYuFBtg8yA9cWShYX3mdSSJQvw9dc0P2WKc75IK8HUqVRPp2pVGodg0s6HH5JExqZNalti+2g0wE8/UXGC3bvlFFRnQnKMZc+urh0M48iwY8zGkRxjHDFm42g0lMbl60tD1FK5JgsgZSDu2GGHKSGSYyyRapQGA/kQX7+mYLJhw6xsG+OYZM4MzDERigAAKn5JREFUzbJlAID+WITAH/bgzRuVbUqOiAjg+HGaZ8dYorDwPpMWhgyhCOQzZ+w04trGuH2bqkUDVNjAHqpG2zp163IUrLkUK0aVywFg8GDqOzoTHDHGMMrDjjEbRghOpbQrcuSI1TjC998Dx45ZZLO1apGE2ePHwLlzFtmkdXj0CDh1iualsLc4TJtGOuOZMgErVnBKBmNBGjaEqW9/AMCP4d2x9ueX6tqTHAcPAjExVLVVKlPGxIMjxpi0kD070KcPzXPUWPqZOJFuVQ0a0IdhrM3o0aRecu8eXdPOBDvGGEZ52DFmwzx+DDx9SqNypUqpbQ1jFm3aUBiUyQR07WqRIS1XVzmQxK7SKXfupGnlykCuXPG+OnVKriy0cCGQP7+VbWMcHu2s7/Eymx/y4gGyTBwIo1Fti5KA0yiTxWSSB4g4YoxJLcOH0zP06FHyQTNp49IluWoiF8hh1MLDQ5b0nTMHWLVKXXusCTvGGEZ52DFmw0gvA35+LEhuV8yfTyrRQUHAiBEW2aQUcLV9u0U2Zx2SSKN8/ZpKkxuNQPv2wBdfqGAb4/h4esJ1zQoYoUXr8JU4M8ZGRUnYMZYst27RPcPNDShaVG1rGHsjd26gZ0+a/+47dW2xZ8aOJSd127YsFM+oS6tWQMeOshzH6NF2KDOSBqRCQuwYYxjlYMeYDcPC+3ZK5szAO40jLFpESqHppGlTmp4+DfuosnfmDLB1K81LImnvGDaMym3nzUv/HtYpYZTCo0ENHK5Bzulic3vb3sXz4AFw+TJdBB9+qLY1NomkL+bvD+j16trC2CcjR9K5s3evLOfHmM/JkyQQr9Wyc5FRH42G5De+/Zb+nj6dqlZGRKhrl9JwxBjDKA87xmwYFt63Yxo2pJrSANCjB/DiRbo2lzs3UKECaaTs2mUB+5Tk8WMaVo6OpqG9SpViv9q6FfjlF5r//XfAx0clGxmnofjqibiAsvCJeYLnn/W2LaGhf/+laeXKrMCcBKwvxqSXAgWALl1onh07qWf0aJp26QKULKmuLQwDkJN2+nRykLm6kuO2Vi3g7l21LVMOrkrJMMrDjjEbhoX37ZwZM6iMzsOHspMsHUjplDatM2YwAJ9/TsqoxYpRr+VdSNijR3JKy7BhHCDDWIdcBd3w98crEA0XZDm0SRbKsQU4jTJFuCIlYwlGjaKX6R077KyIjcr8+y+wbx85HyZOVNsaholP587AgQPkLPrvP0rzdcSo0Kgo4NUrmueIMYZRDnaM2SgmE4mdApxKabd4eJBjSKsF/vgDWL8+XZuTMhJ37yb/k00yciT1Ury8gI0bqeQkKEjnyy9pxKtMGWDqVHXNZJyLdlPLYSImAgCM/QeQ41ZthJAjxtgxliQcMcZYAj8/oEMHmueoMfMQghyKANC3L0XeMYytUaMGyYyUK0cJC/Xq2db4lyV4+pSmej2ptTAMowzsGLNR7tyRBYf9/NS2hkkz1arJeQh9+wIhIWneVNWqlG318qWNjoitWQPMnUvzv/8er5TqkiWkxe/qSj5CNzeVbGScktKlgQuNR+A4qkMX8YrSm9VW6714kcIoPTyoZ88kICQECA6meXaMMell9GgKYN64UZaqYJJmwwaSC/X0lLsxDGOL5M8PHDkCtG5NKh5dupAGmdqPeUshpVH6+rIuL8MoCTvGbBQpjbJkSRYctnvGjSOBsGfPgF690qxxpNMBTZrQvM2lU/73n5wnOWoUaYy94/p1YOhQmp8+nSMgGXUY8o0eXfE73sCdIrUWL1bXICmNsm5d9hQnwTff0LR6dSBrVnVtYeyfUqVIpBsApk1T1xZbx2CgSpQAPb9Z14ixdby8gL//lp24338PtGkDhIera5cl4IqUDGMdNELYkhIxIzFtGjBmDNCpk+OFBDslly6RCH1UFKUbligBxMSk+nP7RgxOH49BVu8YfFgrBsiTh/IS1XxaPn9O4uHBwUDjxsD27eTFA5ldsyaFuX/4IfkCtOyOZ1RACKBiRaB2wHzMxyDA3Z0cukWLqmNQkyaUFz13LjBkiDo22DAHDgD169Po+KlTdIthmPQSEEDjVFotcOUKSWEyCVm2jAJrs2YFbt6MVUVgGLvgjz9orDYqigZjt26171TgP/6g98EPP6TqugzDKAPHItkoLLzvYJQuTQ6s4cNpGCuNFHz3wSsAUtTYwYPkccqfP71Wph6jEfjiC3KKFSoErF4d6xQDgClTyCmWOTNlV7JTjFELjYYuv86dvkY7l02o9XY/0LUrcPhwvHPWKkRGAocO0TzriyUgJgbo35/me/dmpxhjOcqXB1q0oNT+6dPJAcTEJzISmDCB5keNYqcYY3907AgUKUKplRcvkij/xo00UGuPcEVKhrEOHDFmo1SpQtoO27fL1QgZO8dopDfzwEDAxSXpj16f7Pdzf3LBtWAXdOykRZ1D31F96rx5gX/+sX4t9TFjKLzR3Z2Ez+KUjjt+nMpnm0zA2rVUrJJh1CQmBihcGNDev4MbGcrANTKc3o6//da6huzbBzRoAOTKBTx4wKIh7zFrFjBiBAXCXrsG+PiobRHjSJw8Sem5Oh1w4waN6TAy8+ZREGuePPT/cXdX2yKGSRv37gGtWlGkqKsr6d127aq2ValH6moPGADMn6+2NQzjuHDEmI1y4gQF4eTMqbYljMXQ6YAffkj3Zt6+AZaMBUJfAXWONgUaNaKckNq1SXysalULGGsGGzfKQi1LlwLlyuHJE2DLFvrq33/JKdapEzvFGNvAxQUYNAj45psCmOTzI6aG9ADGj6eSr9YUv5P0xRo2ZKfYe9y7B0yaRPMzZ7JTjLE81apRoOaePRTA/fPPaltkO4SHy1WjJ0xgpxhj3+TLR6L8XbpQMYlu3YDLl6nrau1A8fQgRYyxxhjDKAsnNtkoOh1Vo/TyUtsSxtZo3pym//4LRGXLS6lgVauSuP+HH9IXSnPlCvU0ALzqOQTzHn+BunXJkfvllxTpGBVFLyALFihvDsOYS69eQMaMwLSQbnhUtSWFkXXuTKWsrIXkGOM0ygQMGUIVmWvWjL3FMIzFGTeOpsuWAffvq2uLLfHDD8DTpyS92L272tYwTPrx9ATWr5eLScycaX+i/OwYYxjrwI4xhrEzypWjDKw3b0heDFmzkhrnRx/RG2WzZsBffym2f/EyDFHN2wARETjtVQ9Zfp2JIUNIMslkImHjKVMoY/T4cdYnYWyLTJmAr74CAA36uyyh6+e//4DJk61jwLNnwLlzNN+woXX2aSfs3k1VxXQ6YNEi1iRklKN2baBOHfKHz5qltjW2wdOnwOzZNP/dd1wRnXEctFrql65eTUWgt26lwZfbt9W2zDzYMcYw1oG7nQxjZ2g0su7cDkmA38uLnvSffUYRMO3akZiChTCZKL332xEm7M3bBW7B13APedE84k8IrR516tBIc3AwvfOPHUv1BjhLjLFFBg2il76/j+bErRHv8qimTyfxIaXZu5dKZPr7k4ebAUCC319/TfMDBwJly6prD+P4SBEkS5YAjx6pa4stMH06RdFUqAB8+qna1jCM5enQgQZxc+YkUf6qVSnV0tZ5/Jim7BhjGGVhxxjD2CFSOmWsYwygYbA1a6iMmxA0nT6d5tNATAxlfPXrR9r+NWoALrOmouHrLYiEG+bW3IDpS7MjNJQi1wYPBgoWTG/LGEZ58uWTde/G/fcpVVY1mSh3780bZXfOaZSJMmsWEBREvsKJE9W2hnEGGjakdP/ISGDOHLWtUZd794CFC2l+2jSO1mQcl6pVqVp6xYoUifXhh8Dy5WpblTxclZJhrANXpWQYOyQ8nDLAYmLIGZUpE+Dt/e6TUaDTtXFodp4UdM/XG4L/Os+Gd2atvE6cj6enHNn1+jWlM23cSOXsX76U9/mJ+w6se9sCWgi8XfQb3PuyAAljv5w/Tx1jnQ4IPv8C+Zr4Aw8fUrjSjz8qs1MhqATenTvk1W7aVJn92Bm3blGEaWQk+fbbt1fbIsZZ2LYNaNmSnoN37tBz1Rnp1Ytq6NSpAxw4wNHejOPz+jWJ8UvKI717k65elSq25RiOiaGKmgClOzvrPYphrAE7xhjGTvn8c2DduqS/H4wf8AOGAgCWoyu+xFIYEylEq9WSGLm3Nz10376Vv8uWDfj4Y6BT9SDUGVYZmrAwoG9fEgBiGDunQQNg3z5g6FBgzke7ZEfV3r00jGxpbtwAihWjXu7z5/Q27uQIQY6J7dvl2iH8Us5YCyHIQR4QQIL81pIatCWuXSPHtNEIHD0KfPCB2hYxjHUwmagKctzrPls26go0awY0bgxkzqyaeQCAkBAgd24axIuOti2nHcM4GuwYYxg7xWgErl8HwsKAV68S/5Q6swJdD/WAThhx2KcVhuRaiycR7rHfm0wJt1uwIFXsadOGOsi6txGURxkYSAv275eHrxjGjtm5kzq/GTNSKlGmkX2AX34B8ucHLlywfOWIRYuA/v2BevXoOmKweTPQujXg4kL/8hIl1LaIcTb+/ps0tTJloqgxZysY064dVe1r2RLYskVtaxjG+uzaBfz2G2VMvHolL9fpSKS/eXPqK6ihnXvhAhXdyp6dtRAZRmnYMcYwjs7WrdTzjYykPIktW4BMmSAEySnFdaR5eAClSsV58AtBeU3r1pFa6dmzNHTFMA6ApIF/+TJpXA3vE0E90Fu3KKfit98su8M2bYBNm4CpU4HRoy27bTvkzRu639y5A4waRdpGDGNtTCagTBm6D3z3HTBmjPm/FQKIiKBis8+fy1NpPjycauNkykSRJ5kyJf5RqwLkuXNApUr0zP/vP/o/MIyzEhNDUZPbt9PnypX43xcoQA6y5s2B+vWpz6w0e/eSHmLp0jQ+zTCMcrBjjGGcgUOHaDj41SugfHkaHsuRI+XfzZoFjBhBvfYDB2jojGEciN9+A3r2BPLkIX+Y68nDQN269MY7cSLQp49510pKGAwkDvLqFXDqFAmZODljxpAzLH9+ckpwZimjFqtXAx070iW6cyddpnEdXe87vOJODYb079/DI3nHmfSdjw8VD8mfn+5ZLi7p22+TJhQl07EjsGpV+tvBMI5EcDDJgW7fTkHekZHydxkykHOseXP6KFV8as0aqg/EgeYMozzsGGMYZyEggAQTHj8G/PyoOl5yT/J//6X1TSZKAevb11qWMozViIqiUeBHj4CVK4FOnUDO4FmzaAW9HmjVitSpP/qIcivSwvHjlIrs40MlptK6HQfh6lWgbFkaod+4kdIpGUYtDAagZEmqjJoW3NzIqZY1K5AlizzNmJEiysLC4n9evqRpeorgajQUwJ0/f9IfH5+kU78OHKAXe72ersciRdJuC8M4Om/ekGNKiia7ezf+9yVLyk6ymjXT77SWmD8fGDQI+Oyz5HWFGYZJP+wYYxhn4sYNoFEj4PZt6lHv3k25ZO9z+zZQuTINiXfvDvz6KytiMw7LtGkUvVS+PKUWaYSJ6rcvWQKcPCmvmD8/0KMHffLlS91OJk8GJkwgMaP16y1pfrp4/BhYvJhekOvUsc4+hSAf4969lJaybRvfXhj12byZLm1X14QOrrjziX2X1pSqmBiKTkvMaZbY5+lT0kO8e5eEuFPCyytpp9m33wInTgD9+gELF6bNfoZxRoSgKGfJSXb0KOn+Snh7A9Wr09hzgQLxP5KQvrmMG0cp3v37AwsWWLwpDMPEgR1jDONsPHxIkWCBgTScvH07ietLvH1Lw13nz5Nz7PBhihlnGAfl+XPyc715Q4GSDRrE+fLCBWDpUgone/mSlmk0lIPUqxfQooV5Q8O1awNHjpC4/1dfKdGMVGEyURrpiBHAixfUUf/pJ+sEhv75J0kXZsgAXLoEFC6s/D4ZxpEwmSjw9O7dpD+PH6e8HXd34OZNIFcu5W1mGEflxQvgn38o7XLnTro2k0KvB/LmTegwkz758sXvcvd5VxNo4kQaW2MYRjnYMcYwzsjz5/RCf/w4DXVv2EDOMiGAbt2AFSsAX18S28+fX21rGUZxBg4kx1CTJtSxTcDbt3SdLF1KOUgSOXLQNfPll5SinBjh4RRWYjCQkFmhQgq0wHwuXaLO9pEj9HeOHHK1q4EDgblzlcv0DA+nypMPHwKTJgHjxyuzH4Zxdt6+Be7flx1ld+4kdJxNmAAMGaK2pQzjOJhMwJkzNPZ85078z7175mkS5sghO8rOn6cU74ULKbqTYRjlYMcYwzgrr19TWteuXRTxsmIF5WkMGEBvxXv2UH4VwzgBt24BRYtSp/bixcQzjGO5cYMcZMuXxw/LqFePosjato0/5Lt1K+mUFSmSdhEjC/D2LaVkzJxJnXNPT2DKFLrkZ82SC2U2a0aCv97elrdh2DByvBUpQi8OHIzKMAzDOANGIxASktBhJjmu79yhrnlisBYnwygPO8YYxpmJjga6dgXWrqX0MK2Wntxz5gBDh6ptHcNYlc8+A/76iwLAli0z4wcxMeT0WrqUHMzS49THB+jcmZxk/v5yOFqfPiTopQL//ENpkrdu0d+tWpFJcQNC//qLzI6MJLO3baMRa0tx8SJQoQLdYnbupOg8hmEYhmGoC/H8eULHmZsbyZS6uqptIcM4NuwYYxhnx2SiF3dJfbdDB+CPP1gNm3E6Tp4kwVwXF+qMpkp35+5dEu367TfKl5CoVo3+fvgQ+PtviiazIqGh5ONes4b+zpOHBHyTGnk+fZqcZqGhlM6xeTM1Ib0IQeL+R44An3xCTjiGYRiGYRiGsQXYMcYwDL21LlpENdtnzKAcK4ZxQiSN/FGjqFplqjEaKTxr6VJgyxZZUESrpSqvmTNb0twkMZmoqOa331I1O62W/N+TJwMZMyb/23v3gJYtgf/+o1TH338H2rVLnz2//06ReJ6ewJUrqS/qyTAMwzAMwzBKoU3tDw4dOoSWLVsid+7c0Gg02LRpU4q/OXDgACpWrAg3Nzf4+flh+fLlCdZZuHAhChYsiAwZMqBatWo4depUak1jGCataDRUC/qnn9gpxjg1w4bRdPFiICIiDRvQ6YCmTSk67N494PvvgYoVKWzLSk6xixeBWrUodTIsDKhUiSLBfvghZacYQE6rw4epPkdkJPD556RFltZhtBcvgG++ofnx49kpxjAMwzAMw9gWqXaMvX79GuXKlcNCKe0qBYKDg9G8eXPUr18fAQEBGDx4ML788kvs3r07dp0///wTQ4cOxYQJE3Du3DmUK1cOjRs3xmNzak0zDMMwjIVo2ZJE+F++pCip9eupkmKayJkTGDGCqrvOmmVJMxPl9Wtg5EjS8Tp+HPDyAn78kVJEK1ZM3bYyZgQ2bZIr1o0fD3TpAkRFpd6usWOpfH3JksDgwan/PcMwDMMwDMMoSbpSKTUaDTZu3IjWyZTJGDlyJLZv347AwMDYZe3bt8fLly+xa9cuAEC1atVQpUoVLFiwAABgMpmQL18+DBgwAN9++21azWMYhmGYVPPHH0CnTvLfrq5Aw4ZAmzbkOMuRQz3bkmLHDgr6vH2b/m7blpxiefOmf9u//ELbNhqBmjWpOla2bOb99swZoGpVijbbv58KdzIMwzAMwzCMLaFXegfHjx9Hw4YN4y1r3LgxBr8bNo6OjsbZs2cxatSo2O+1Wi0aNmyI48ePJ7rNqKgoRL03bO3i4gK9Xm6OVquFTqeD0WiEyWSKXa7T6aDVamEwGBDXJ5jS8piYmHj7k/ZlkPRjUlju4uICk8kEo9EYu0yj0UCv15u9nNvEbeI2cZu4Tcq3qV07wM9Pj7/+oqipoCANduwg55NGA3zwgUDLlia0amWCn5+6bQoN1WLgQBP+/psCwPPnF/jpJ3LgGQwGxG1uWo9Tjx5GFCigQfv2Ohw9qkG1asCWLSYUL558m4xGoF8/PYTQoEMHE2rWNMbaw+cet4nbxG3iNnGbuE3cJm4Tt8kabXJxcUFKKO4YCw0NRY73htdz5MiBV69e4e3bt3jx4gWMRmOi61y9ejXRbU6fPh2TJk2Kt2zAgAFo1qxZ7N958+aFv78/rly5gvv378cu9/Pzg5+fHwICAvD06dPY5f7+/sibNy9OnDiBiDjCMpUrV4avry8OHjwY70DUrFkTGTJkwN69e+PZ0aBBA0RGRuLo0aOxy/R6PRo2bIjnz5/jzJkzscu9vLxQq1YtPHz4MF5Ena+vLypXroxbt24hKCiI28Rt4jZxm7hNKrSpVKlIfPjhUdy964njx3PgxIkcuHYtE44e1eDoUR2+/VaHAgXCUbfuCwwYkB85cjzEpUvWaZPRCAQG1sK0aV549UoLrdaE1q3voFOnINSvXx0Gg+WP08yZnpg8uQqCgzPggw8Evv02ABUrPkuyTTt25MPp06Xh7Q106XIBe/eGKnKcHPHc4zZxm7hN3CZuE7eJ28Rt4jZZpk1NmjRBSiieSlmsWDF07949XkTYjh070Lx5c7x58wYvXrxAnjx5cOzYMdSoUSN2nREjRuDgwYM4efJkgm1yxBi3idvEbeI2cZvUaNOjRy7YtMmETZuAgwc1MBg0sd/lzStFkgnUqSPg6mrZNr15Y8Dz5wI3b2rwzTdanD5NUWJVqpiwcKER5cunrU2pOU7Pnmnw2Wd6HDkC6HQCP/5owldfmRK06ckTwN9fjxcvNPjxR6BfPz73uE3cJm4Tt4nbxG3iNnGbuE22GTGmuGOsTp06qFixIubNmxe7bNmyZRg8eDDCwsIQHR0NDw8P/PXXX/G207VrV7x8+RKbN29Oq3kMwzAMoxgvXlB65aZNwM6dJH4vkTkzVXVs3Rpo3JiE8AESr3/xIm2fN2/i79/bG5g+HejdG9DprNTod23o1QtYuZL+HjwYmD07vg09egDLlgHly1NFzDjjVgzDMAzDMAxjUyjeVa1RowZ27NgRb9mePXtio8NcXV1RqVIl7N27N9YxZjKZsHfvXnz99ddKm8cwDMMwacLHB+jYkT6RkcDeveQk27yZqjCuWkUfNzcga1Zybr19m/79ZsoENGtGzqjcudO/vdTi5gb8/jtQogQwZgwwbx5w4wawZg1Vszx6lJxiALBoETvFGIZhGIZhGNsm1RFjERERsXmmFSpUwNy5c1G/fn1kyZIF+fPnx6hRo/DgwQOsWLECABAcHAx/f3/0798fPXr0wL59+zBw4EBs374djRs3BgD8+eef6Nq1K3755RdUrVoV8+bNw7p163D16tUE2mMMwzAMY8sYjcDx4+Qk27gRuHUr/vcaDTm3fHxS/8mUybrRYSmxfj3QpQs5BsuWpTa3bg1cuAD07AksXaq2hQzDMAzDMAyTPKl2jB04cAD169dPsLxr165Yvnw5unXrhtu3b+PAgQPxfjNkyBBcvnwZefPmxbhx49CtW7d4v1+wYAFmzZqF0NBQlC9fHvPnz0e1atXS1CiGYRiGsQWEAK5dozTLuM4trVZtyyzHqVNAq1bAo0cUTRYVBWTJQu329VXbOoZhGIZhGIZJnnRpjDEMwzAMw9y9C7RsSZFiAPDLL8BXX6lrE8MwDMMwDMOYAzvGGIZhGIZJN+HhwMiRpCk2b55jRcUxDMMwDMMwjgs7xhiGYRiGYRiGYRiGYRinhMdzGYZhGIZhGIZhGIZhGKeEHWMMwzAMwzAMwzAMwzCMU8KOMYZhGIZhGIZhGIZhGMYpYccYwzAMwzAMwzAMwzAM45SwY4xhGIZhGIZhGIZhGIZxStgxxjAMwzAMwzAMwzAMwzgl7BhjGIZhGIZhGIZhGIZhnBJ2jDEMwzAMwzAMwzAMwzBOCTvGGIZhGIZhGIZhGIZhGKeEHWMMwzAMwzAMwzAMwzCMU8KOMYZhGIZhGIZhGIZhGMYpYccYwzAMwzAMwzAMwzAM45SwY4xhGIZhGIZhGIZhGIZxStgxxjAMwzAMwzAMwzAMwzgl7BhjGIZhGIZhGIZhGIZhnBJ2jNkoUVFRmDhxIqKiotQ2hWGYFODrlWFsH75OGcY+4GuVYWwfvk4ZR0MjhBBqG8Ek5NWrV8iUKRPCwsLg7e2ttjkMwyQDX68MY/vwdcow9gFfqwxj+/B1yjgaHDHGMAzDMAzDMAzDMAzDOCXsGGMYhmEYhmEYhmEYhmGcEnaMMQzDMAzDMAzDMAzDME4JO8ZsFDc3N0yYMAFubm5qm8IwTArw9cowtg9fpwxjH/C1yjC2D1+njKPB4vsMwzAMwzAMwzAMwzCMU8IRYwzDMAzDMAzDMAzDMIxTwo4xhmEYhmEYhmEYhmEYxilhxxjDMAzDMAzDMAzDMAzjlLBjjGEYhmEYhmEYhmEYhnFKnN4xNn36dFSpUgUZM2ZE9uzZ0bp1a1y7di3eOpGRkejfvz+yZs0KLy8vfPLJJ3j06FG8dQYOHIhKlSrBzc0N5cuXT7Cf27dvQ6PRJPicOHEiWfsOHTqEli1bInfu3NBoNNi0aVO872NiYjBy5EiUKVMGnp6eyJ07N7p06YKHDx+m2Pa7d++iefPm8PDwQPbs2fHNN9/AYDDEfh8SEoIvvvgCxYoVg1arxeDBg1PcJsMohbWuVQAQQmD27NkoVqwY3NzckCdPHkydOjVZ+y5duoRPPvkEBQsWhEajwbx589LUhsR4/vw5OnbsCG9vb2TOnBk9e/ZEREREvHZ369YNZcqUgV6vR+vWrVPcJsMohbWu1YkTJyb6XPX09EzWPn6uMgxhzefq7t27Ub16dWTMmBHZsmXDJ598gtu3bydrHz9XGca61+m6detQvnx5eHh4oECBApg1a1aK9vF1yjgKTu8YO3jwIPr3748TJ05gz549iImJQaNGjfD69evYdYYMGYKtW7di/fr1OHjwIB4+fIi2bdsm2FaPHj3w+eefJ7u/f//9FyEhIbGfSpUqJbv+69evUa5cOSxcuDDR79+8eYNz585h3LhxOHfuHDZs2IBr166hVatWyW7XaDSiefPmiI6OxrFjx/D7779j+fLlGD9+fOw6UVFRyJYtG8aOHYty5coluz2GURprXquDBg3C0qVLMXv2bFy9ehVbtmxB1apVk7XvzZs3KFy4MGbMmIGcOXOmuQ2J0bFjR1y6dAl79uzBtm3bcOjQIXz11Vex3xuNRri7u2PgwIFo2LBhsttiGKWx1rU6fPjweM/TkJAQlCpVCp999lmy9vFzlWEIa12rwcHB+Pjjj/Hhhx8iICAAu3fvxtOnTxPdTlz4ucow1rtOd+7ciY4dO6JPnz4IDAzEokWL8MMPP2DBggXJ2sfXKeMwCCYejx8/FgDEwYMHhRBCvHz5Uri4uIj169fHrnPlyhUBQBw/fjzB7ydMmCDKlSuXYHlwcLAAIM6fP59m2wCIjRs3prjeqVOnBABx586dJNfZsWOH0Gq1IjQ0NHbZ4sWLhbe3t4iKikqwft26dcWgQYPSYjbDKIJS1+rly5eFXq8XV69eTbNtBQoUED/88EOq25AYly9fFgDE6dOnY5ft3LlTaDQa8eDBgwTrd+3aVXz88cdpMZthFEGpa/V9AgICBABx6NAhs23j5yrDyCh1ra5fv17o9XphNBpjl23ZskVoNBoRHR1tlm38XGUYQqnrtEOHDuLTTz+Nt2z+/Pkib968wmQymWUbX6eMPeP0EWPvExYWBgDIkiULAODs2bOIiYmJ54UuUaIE8ufPj+PHj6d6+61atUL27NlRq1YtbNmyxTJGv0dYWBg0Gg0yZ86c5DrHjx9HmTJlkCNHjthljRs3xqtXr3Dp0iVF7GIYS6LUtbp161YULlwY27ZtQ6FChVCwYEF8+eWXeP78uWUbgIRtSIzjx48jc+bMqFy5cuyyhg0bQqvV4uTJkxa3iWEsjdLPVYmlS5eiWLFiqF27dvoMTgR+rjLOgFLXaqVKlaDVarFs2TIYjUaEhYVh5cqVaNiwIVxcXBRtQ2Lwc5WxZ5S6TqOiopAhQ4Z4y9zd3XH//n3cuXPHApbL8HXK2CLsGIuDyWTC4MGDUbNmTfj7+wMAQkND4erqmqAznCNHDoSGhpq9bS8vL8yZMwfr16/H9u3bUatWLbRu3drizrHIyEiMHDkSHTp0gLe3d5LrhYaGxuu8A4j9OzXtYhg1UPJavXXrFu7cuYP169djxYoVWL58Oc6ePYtPP/3Ukk1ItA2JERoaiuzZs8dbptfrkSVLFr5WGZtHyWs1LpGRkfjjjz/Qs2fP9Jqc6Lb5uco4Okpeq4UKFcI///yD0aNHw83NDZkzZ8b9+/exbt06SzaBn6uMw6Pkddq4cWNs2LABe/fuhclkwvXr1zFnzhwApI+pZBsSg69TxtqwYywO/fv3R2BgINauXWvxbfv6+mLo0KGoVq0aqlSpghkzZqBTp06xooaHDx+Gl5dX7OePP/5I9T5iYmLQrl07CCGwePHi2OVNmzaN3W7p0qUt1iaGUQslr1WTyYSoqCisWLECtWvXRr169fDrr79i//79uHbtGu7evRvvWp02bVqa9pNYG/r06RNv2wxj7yh5rcZl48aNCA8PR9euXWOX8XOVYcxHyWs1NDQUvXr1QteuXXH69GkcPHgQrq6u+PTTTyGE4Ocqw5iJktdpr1698PXXX6NFixZwdXVF9erV0b59ewCAVqvl65RxePRqG2ArfP3117Gifnnz5o1dnjNnTkRHR+Ply5fxPPGPHj1KUmDQXKpVq4Y9e/YAACpXroyAgIDY794fdU4JqfN+584d7Nu3L96o9tKlS/H27VsAiA1Zz5kzJ06dOhVvG1L1kvS2i2GUROlrNVeuXNDr9ShWrFjsspIlSwKginP169ePd60mFwae2jZMnjwZw4cPj7duzpw58fjx43jLDAYDnj9/ztcqY9NY87m6dOlStGjRIt6zk5+rDGMeSl+rCxcuRKZMmTBz5szYZatWrUK+fPlw8uTJBNcqP1cZJiFKX6cajQbff/89pk2bhtDQUGTLlg179+4FABQuXBg+Pj58nTIOjdM7xoQQGDBgADZu3IgDBw6gUKFC8b6vVKkSXFxcsHfvXnzyyScAEBs1UqNGjXTtOyAgALly5QJAOdx+fn5p2o7Ueb9x4wb279+PrFmzxvs+T548CX5To0YNTJ06FY8fP44NU92zZw+8vb1RqlSpNNnBMEpirWu1Zs2aMBgMuHnzJooUKQIAuH79OgCgQIEC0Ov1ab5WU2pD9uzZE4SN16hRAy9fvsTZs2djq9ju27cPJpMJ1apVS5MdDKMk1n6uBgcHY//+/QmkCfi5yjDJY61r9c2bN9Bq4yep6HQ6ABSlzc9Vhkkaaz9TdTpd7DNuzZo1qFGjBrJlywYAfJ0yDo3TO8b69++P1atXY/PmzciYMWNsznKmTJng7u6OTJkyoWfPnhg6dCiyZMkCb29vDBgwADVq1ED16tVjtxMUFISIiAiEhobi7du3sR71UqVKwdXVFb///jtcXV1RoUIFAMCGDRvw22+/YenSpcnaFxERgaCgoNi/g4ODERAQgCxZsiB//vyIiYnBp59+inPnzmHbtm0wGo2xbciSJQtcXV0T3W6jRo1QqlQpdO7cGTNnzkRoaCjGjh2L/v37w83NLXY9qR0RERF48uQJAgIC4Orqyp18xupY61pt2LAhKlasiB49emDevHkwmUzo378/Pvroo3hRZO8THR2Ny5cvx84/ePAAAQEB8PLyiu1IpNSGxChZsiSaNGmCXr164eeff0ZMTAy+/vprtG/fHrlz545d7/Lly4iOjsbz588RHh4e267y5cun6f/NMGnFWteqxG+//YZcuXKhadOmZtnHz1WGIax1rTZv3hw//PADJk+ejA4dOiA8PByjR49GgQIFYvvFicHPVYax3nX69OlT/PXXX6hXrx4iIyOxbNkyrF+/HgcPHkzWPr5OGYdBpWqYNgOARD/Lli2LXeft27eiX79+wsfHR3h4eIg2bdqIkJCQeNupW7duotsJDg4WQgixfPlyUbJkSeHh4SG8vb1F1apV45XVTYr9+/cnut2uXbsKIYQIDg5Osg379+9Pdtu3b98WTZs2Fe7u7sLX11cMGzZMxMTEpPj/KVCgQIp2M4ylsda1KoQQDx48EG3bthVeXl4iR44colu3buLZs2fJ2pfUtVi3bt1UtSExnj17Jjp06CC8vLyEt7e36N69uwgPD4+3ToECBRLdNsNYG2teq0ajUeTNm1eMHj3abPv4ucowhDWv1TVr1ogKFSoIT09PkS1bNtGqVStx5cqVZO3j5yrDWO86ffLkiahevbrw9PQUHh4eokGDBuLEiRMp2sfXKeMoaIQQAgzDMAzDMAzDMAzDMAzjZHBVSoZhGIZhGIZhGIZhGMYpYccYwzAMwzAMwzAMwzAM45SwY4xhGIZhGIZhGIZhGIZxStgxxjAMwzAMwzAMwzAMwzgl7BhjGIZhGIZhGIZhGIZhnBJ2jDEMwzAMwzAMwzAMwzBOCTvGGIZhGIZhGIZhGIZhGKeEHWMMwzAMwzAMwzAMwzCMU8KOMYZhGIZhGIZhGIZhGMYpYccYwzAMwzAMwzAMwzAM45SwY4xhGIZhGIZhGIZhGIZxStgxxjAMwzAMwzAMwzAMwzgl/wdxN22FDfC5UAAAAABJRU5ErkJggg==",
+      "text/plain": [
+       "<Figure size 1500x500 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "predicted_viz(y_test_arno, arno_y_pred, 'Hydrometry_Nave_di_Rosano', 'River Arno', river_arno)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Water Spring Amiata"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 75,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Date</th>\n",
+       "      <th>Rainfall_Castel_del_Piano</th>\n",
+       "      <th>Rainfall_Abbadia_S_Salvatore</th>\n",
+       "      <th>Rainfall_S_Fiora</th>\n",
+       "      <th>Rainfall_Laghetto_Verde</th>\n",
+       "      <th>Rainfall_Vetta_Amiata</th>\n",
+       "      <th>Depth_to_Groundwater_S_Fiora_8</th>\n",
+       "      <th>Depth_to_Groundwater_S_Fiora_11bis</th>\n",
+       "      <th>Depth_to_Groundwater_David_Lazzaretti</th>\n",
+       "      <th>Temperature_Abbadia_S_Salvatore</th>\n",
+       "      <th>Temperature_S_Fiora</th>\n",
+       "      <th>Temperature_Laghetto_Verde</th>\n",
+       "      <th>Flow_Rate_Bugnano</th>\n",
+       "      <th>Flow_Rate_Arbure</th>\n",
+       "      <th>Flow_Rate_Ermicciolo</th>\n",
+       "      <th>Flow_Rate_Galleria_Alta</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>01/01/2000</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>-0.15</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>02/01/2000</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>1.55</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>03/01/2000</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>2.70</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>04/01/2000</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>4.00</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>05/01/2000</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>4.60</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "         Date  Rainfall_Castel_del_Piano  Rainfall_Abbadia_S_Salvatore  \\\n",
+       "0  01/01/2000                        NaN                           NaN   \n",
+       "1  02/01/2000                        NaN                           NaN   \n",
+       "2  03/01/2000                        NaN                           NaN   \n",
+       "3  04/01/2000                        NaN                           NaN   \n",
+       "4  05/01/2000                        NaN                           NaN   \n",
+       "\n",
+       "   Rainfall_S_Fiora  Rainfall_Laghetto_Verde  Rainfall_Vetta_Amiata  \\\n",
+       "0               NaN                      NaN                    NaN   \n",
+       "1               NaN                      NaN                    NaN   \n",
+       "2               NaN                      NaN                    NaN   \n",
+       "3               NaN                      NaN                    NaN   \n",
+       "4               NaN                      NaN                    NaN   \n",
+       "\n",
+       "   Depth_to_Groundwater_S_Fiora_8  Depth_to_Groundwater_S_Fiora_11bis  \\\n",
+       "0                             NaN                                 NaN   \n",
+       "1                             NaN                                 NaN   \n",
+       "2                             NaN                                 NaN   \n",
+       "3                             NaN                                 NaN   \n",
+       "4                             NaN                                 NaN   \n",
+       "\n",
+       "   Depth_to_Groundwater_David_Lazzaretti  Temperature_Abbadia_S_Salvatore  \\\n",
+       "0                                    NaN                              NaN   \n",
+       "1                                    NaN                              NaN   \n",
+       "2                                    NaN                              NaN   \n",
+       "3                                    NaN                              NaN   \n",
+       "4                                    NaN                              NaN   \n",
+       "\n",
+       "   Temperature_S_Fiora  Temperature_Laghetto_Verde  Flow_Rate_Bugnano  \\\n",
+       "0                -0.15                         NaN                NaN   \n",
+       "1                 1.55                         NaN                NaN   \n",
+       "2                 2.70                         NaN                NaN   \n",
+       "3                 4.00                         NaN                NaN   \n",
+       "4                 4.60                         NaN                NaN   \n",
+       "\n",
+       "   Flow_Rate_Arbure  Flow_Rate_Ermicciolo  Flow_Rate_Galleria_Alta  \n",
+       "0               NaN                   NaN                      NaN  \n",
+       "1               NaN                   NaN                      NaN  \n",
+       "2               NaN                   NaN                      NaN  \n",
+       "3               NaN                   NaN                      NaN  \n",
+       "4               NaN                   NaN                      NaN  "
+      ]
+     },
+     "execution_count": 75,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "datasets[6].head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 76,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1500x1100 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "datasets[6]['Date'] = pd.to_datetime(datasets[6]['Date'], dayfirst=True)\n",
+    "corr_plot(datasets[6], 'Water Spring Amiata', (20, 20))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 77,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAA0EAAADLCAYAAACoPpj6AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8g+/7EAAAACXBIWXMAAA9hAAAPYQGoP6dpAACnwklEQVR4nO2dd5gUxdaHf5M2seQlI0mSSFIwIHhBQQTMCuJFBcwgoogZFcWEOaKiIsJnuOaMgrASlZwEJUoSlhwWlg2T6vujqOnqmu6ZnpkOs269z7PPzPbMdJ/KdapOneMihBBIJBKJRCKRSCQSSQXB7bQAEolEIpFIJBKJRGInUgmSSCQSiUQikUgkFQqpBEkkEolEIpFIJJIKhVSCJBKJRCKRSCQSSYVCKkESiUQikUgkEomkQiGVIIlEIpFIJBKJRFKhkEqQRCKRSCQSiUQiqVBIJUgikUgkEolEIpFUKKQSJJFIJBKJRCKRSCoUUgmSSCQSiUSHSZMmoWbNmujYsSM2b97stDiWkpeXB5fLpfqbM2eO02KlDZs3b8Zpp52GGjVq4L333nNaHIlEkiJSCZJIKiA9evSImuwY/ZsyZYrT4v+refzxxyN/3377rdPiWE5ZWRneeOMNdO/eHXl5efD5fKhRowZatmyJHj164O6778bHH3+Mffv2JXX/Jk2aJFzHhw4dCgAoLi7G7bffjkOHDmH16tV4/PHHzUt4GrJ06VI899xzTouRtjz22GNYtWoVDh8+jBEjRqC4uNhpkSQSSQp4nRZAIpE4w5VXXqma8CxevBjXXXdd5P8zzzwTH3/8seo3LVq0sE2+isq4ceMi74cMGYLLL7/cOWEsZv/+/ejZsyfWrFmDM888ExMnTkSLFi0QDAaxZcsWvP/++3j11VcBAG+88QbuuOOOhJ8xd+5cBAKBqLq7adMmze9fe+21kfeEEBBCVP//m2natClq167ttBhpi1j+//b6IJH825FKkERSQalcuTKaN28e+X/nzp2qz7Ozs1WfSyRmc9ddd2HNmjXw+XyYOXMmqlSpEvmsU6dOGDBgAIYPH46JEycm/YzGjRtrXter29nZ2ZH3lSpVwoQJE/DQQw+hYcOGeOyxx5KWQ1L+efzxx/Hnn3/in3/+wfjx41GpUiWnRZJIJCkglSCJpALSv39/1KhRI+Hf3XXXXWjTpo0FEkkqGn6/H19//TUAICcnR6UA8YwbNw6TJk2yTa6nnnoKOTk5kf9vu+023HbbbbY9X5K+tGzZEqtXr3ZaDIlEYhLyTJBEUgG54447MGjQoIR/9+qrr+LMM8/EX3/9hVtuuQXNmzdHdnY2cnNz0bFjRzzxxBM4duyY6jda548mTpyIRx99FC1atEBmZiby8vIwYMCAyG7UnDlz0KNHD1SuXBmVK1dG37598eeff6ruq3XWY+rUqbjmmmtQq1YtZGRkoFGjRhg2bBgKCgo005NIOrSeN2XKFEyePBmdOnVCpUqV4HK50KNHDwDAd999h6FDh+LUU0+NnHWpVq0aOnXqhDFjxmD//v2q+z/++ONwuVyqa1OnTo06pxLr8PqECROiPuPPsQwdOlTz/Mtvv/2G3r17o1q1apHrjEAggIkTJ6J79+6oWbMmMjIyUK9ePVx55ZWYN2+efmWJw8GDB1FWVgYAKCwsxGOPPRb5n6d27dooKirC8OHDk35WPLZt2xbJx27duuH000/HlClTovKKla1Ifn4+rr76ajRq1AhZWVnIzc3FKaecghEjRmDDhg2q77JyFu/7559/4oorrkDNmjXhdrvhcrmwbds2bN68GQ899BC6du2Kk046CVlZWcjJycHJJ5+MQYMGYf78+UmledOmTbj++utRr149ZGRkoH79+rjllltw8OBBze/rnZ9idW/9+vWq602aNNFsM9OnT8fYsWPRqlUrZGVloWrVqrj00ks1zRPnzp2LYcOGoWPHjqhTpw58Ph+qVKmCdu3a4c4778TWrVtV32flKP799ddf6N+/P2rVqoXMzEw0b94czzzzDAghCAaDGD9+fKQvatiwIe69996ouqh1323btmnm64gRI9C6dWtUqlQJubm5aN68OXr37o1nn31W1Y8RQjB16lT06tUrkr7KlSujadOmuPDCC/Hwww9j+/btCZasRCIxDJFIJBJCyOzZswmAyF/37t01v/fRRx+RjIwMAoA0aNCA5Ofnk08++YRkZmYSAOSUU04he/bsiXx/586d5KOPPlLdu0qVKuSFF14gy5cvJ1dddVXkesuWLclHH31EHnzwQbJ8+XIyYsSIyGe1atUihw4ditx327Zt5LnnnlPdt3LlyuSdd94hS5YsIYMGDYpcr1evHtm8eXNK6di2bVtUOjp16kTOP/988vvvv5M5c+aQ5s2bR/LtrLPOIhkZGeS1114jq1evJgsXLiS33XZb5Ld169YlW7Zsidz/4MGDZNOmTar7X3nllWTTpk1k06ZNZO/evYQQQrZs2RKV7tmzZxNCCDly5AiZM2eO6rPHHnss8oy9e/dGPaNdu3akRYsW5IcffiArVqwgF110EWFDQ2FhITn77LMj3x01ahRZvHgxueSSSwgA4nK5yKuvvppwXSOEkGAwSHw+n0qWatWqkYEDB5K3336brFq1ioRCoaTurQX/HHHo27p1qyofCSHk6NGjZNOmTaRBgwa6bSIcDpNhw4ZFPj/33HPJ/PnzyY8//kjq169PAJDMzEwyZcqUyG9YOfP3Pfnkk0mzZs3IJ598QlavXk1uuukmAoBs3bqVvP322wQAueqqq8iCBQvI6tWryaRJk0j16tUjv3/rrbcSyoslS5aQKlWqRH4/cuRIsnTpUvLMM89E6r9YtzZt2kSGDBmi+mzGjBmkuLiYEEKI3+8nGzZsILVq1SJPPvkk2bZtm2YbbdasGXnzzTfJihUryODBgyPXGzRoQI4ePaqSc+DAgcTlcpGxY8eSFStWkCVLlpBHH3008pvc3FyyZMmSyPcDgQDZtGkTufLKK6Pq+IwZM0h+fj6pXbt25Pqjjz5Kbr75ZvLll1+ShQsXklatWkU+u/nmm1WybNq0iYwcOVJ1361bt6q+8/nnn5OsrCxVe/n999/Jb7/9Rq655hoCgFx22WWR748ePTry3csuu4zMmzePrF27lnzzzTekU6dOBAD55ptvEipbiURiHKkESSQSQogxJWj9+vWqieubb74Z+Wzo0KGR61dccUXMe/fv3z/y2fz581Wfde7cOfLZP//8o/ps4sSJqvt+8MEHqs/vuuuuyGdlZWWkWrVqkc/OP/9809NRtWpV1cTttddeIxdccAEhhE7gnn766ag87NixY+T31157bdTn/P2HDBkS9blWuvnJO5vQaylBWs8AQObNmxf5bOXKlSQzM5MQQlST1Dp16kSUkm3btkWuezwesmLFCk054yFOVsW/6tWrk6FDh5J169Yldf9Yac7MzIz8MWWYz0dG48aNddvEiy++qLrnjh07Ip99+OGHqjxavHix7n0BkP/7v/+LfHbo0CGSmZlJtm3bRj799FNy9tlnk0AgoPr9K6+8EvltpUqVyJEjRwzlQzgcJq1bt478tmXLlqrPL774Yt269eeff+q2N0II+fHHH0lOTg45fPhw5JpYV0eNGhX5TKyrkyZNUt1v9OjR5Pbbb49Kw2WXXRb5TdeuXaM+F5W1H3/8MfIZUzDZ34QJEyKfPfnkk5HrPp8vSil77LHHdJWgTZs2qRRIse0Gg0HSvn37iBJUXFys+v4ff/yh+v6+ffuI1+uVSpBEYiHSHE4ikRjmzTffRCAQiPzfoUOHyPu2bdtG3n/77bfYsWOH7n3OOeecyHvRG1Wsz9auXRtTPv63GRkZOO200yL///rrrxHzGbPScfXVV6Ny5cqR/++880788ssvAIBPP/0UY8aMifrNqaeeGnk/a9asmOmxgxYtWuDcc8+N/N+xY0eUlpbiwIED+OijjyLX27VrB7ebDhmNGzdGbm4uACAUCuHNN99M6tmvvfaaKr9FDh8+jClTpqBDhw6YNm1aUs/QY9WqVZG/n376KeHfh8NhlXfF+vXr46STTor8f+aZZ0beh0IhvPDCC7r3ys3NxdVXXx35v3r16igtLUXjxo0xcOBALFy4EF6v+ggvn2/Hjx/HwoULDcn9+++/Y/369ZH/zzjjDNXnXbt21f1tmzZtcMEFF0T+nzx5Mo4ePRr5/+2338bAgQNRrVo13Xt069Yt8r5Bgwaqz8TzNi+99JJm3eLTvnDhwriuqpPpbwKBADZu3BjzvjwTJkxQmdBdeumlqs89Hg9GjBgR6WuKiopU37/vvvswd+5c+P1+AECtWrUwd+7cmOUhkUhSQzpGkEgkhlm0aJHqf36yU7Vq1ch7Qgh+++03NGrUSPM+1atXj7zPyMgw/FlRUVFM+WrWrKn6X5zwrFixAk2bNjUtHS1bttSV5ciRI3j99dfx888/4++//0ZRURHC4bBK+RLPBTmBXhqWLFmCcDgc+V+c2FatWjVSHsmeS2nYsCFWrlyJL774Ap999hnmzp2LI0eORH3P7/dj2LBh2Lhxo8p7Wyq0bt068j4rKyvh32/cuFFVfmJdE/+PlUeNGzdGZmam7udffvkl/u///g9//PEHDh48iEAgoCobwHhdWrFiher/WrVqxfxfZNSoUZg5cyYA4NixY3j//fdx9913Y9u2bfj555/jKmN8+/b5fKrPxHN4JSUlmDhxIr799lts3LgRR48eRSgUQjAYjHwnHA7j4MGDKmcWsZ5pZn/DI6a7SZMmUd+59dZbI+9r1aqFxo0bR878zJgxAzNmzEB2dja6du2Kyy+/HEOGDIksNkgkEvORO0ESicQwhw8fVv1/+umnIysrC1lZWVEH10WX22ZA4sTl8Hg8qv/FSQ2bYJuVDlHpYhQWFuKMM87AY489hkWLFqFhw4b44YcfsGrVKtUKsTiRdQK9NIh59PXXX0fyKCsrC7t27Yp8lkpZe71e/Pe//8W3336LgwcP4o8//sCbb76JCy+8UOWgYefOnVi1alXSz4lFkyZNQAjRdXyghehAQKxr4v+HDh3SvZdeGQB0h2DAgAH44YcfsG/fPrz44otYtmxZlMe8UChkSO7CwsKYcoptSKRv374qxfmNN95AOBzGO++8g44dO6p2wLRgu4la8O07EAigZ8+eGD16NObNm4fs7Gx8+umnWLVqFYYNG6b6ndG0J0q8/oZHLF8jivXHH38ctRtWUlKCWbNm4Y477kCrVq2wefNmwzJIJJLEkDtBEonEMOJuwFdffaUbbyXeirIViJMhZlrCYPKblQ7Rmxtj0qRJqsnL+++/HzHN43eakkXvuQBUO02p3EvMowsuuCASuDQReWLxv//9D23atImYCLndbrRr1w7t2rXD7bffjp9//hn9+vWLfH/Hjh3o0qVLUs8yG1FxEeua+H8sl/R6+bdv3z68/PLLkf9vueWWiLvuAwcOJCQvQ6x/opzxFAqXy4WRI0di5MiRAICtW7fiiy++wOTJk/Hkk08mJZMW33//vWp35aWXXsIll1wCgHpITDf4HSUAKC0tjfubrl27YtOmTZg2bRqmTZuGefPmYcuWLZHPCwoK8PDDD+Ozzz4zXV6JRCJ3giQSSQKIq7yVKlVC69atVX+EECxbtswR+cTV+X379qn+P/300wFYnw7R3S8fW8mMVWvR1IpXfPRcHCdK586dVZPzkpKSqDxq3bo1Vq9ereuCPB733XcfHnjgAd3P+/btq1I2xHQ7ScuWLVXyiHVN/J8/d2WULVu2qHYLzahHnTp1Uv0vmtEZMasbOnSoSpm67bbbUFJSkpTbfT2sbkNmw58tAqBSZhjvvvtu5Jyg3+/HI488gsLCQvTv3x8ffPAB/v77byxduhR16tSJ/GbNmjXWCi6RVGCkEiSRSAwzbNgwlbkMcwLAc9ddd+GBBx7QDX5pJfzKcSAQUJlP9ezZE02bNgVgfTpEExd+QswfSteCfx5bpS8qKkK1atXwzjvvAFCfZwGAPXv2RN4nez5HpE6dOujfv3/k/6VLl0aZyP3222+45ppr8NdffyX9nJkzZ+KLL77Q/Gzbtm0Rpa5hw4ZpdUjc7XarFLiCggKVWeCSJUsi7z0eD+6///6En5FKPdKjS5cuKoVCVPR///33uPfIzc3FTTfdFPm/sLAQ1113nannV6xIu5WMHDlSda7rhx9+UH1+9OhRjBkzJuJoxe/34+mnn8bUqVNV3+vcubNKoapfv76FUkskFRupBEkkFZySkhJs3rxZdcZD73q7du0wYcKEiALx0ksv4ZlnnsHy5cuxYMECXH/99Zg/fz4mTZoUOfS8a9euqHvv27cPu3btwrFjx6KCAR46dAjbt2/HsWPHouzh2TX+YDTP5MmTMWnSJCxduhQ33nhjZNJet27diAJhdjo2b94cdaD76quvVp21eOihh7By5UqMGzcuyuPU5s2bVecJunfvHnm/ePFirFixAs8++ywKCwvRsWNHAEDTpk1xxRVXRL731ltvYdmyZfjyyy/x4YcfRuUny0f+vZin4s4FQL19tW/fHgCtDxdeeCF+/vln/PHHH5gyZQoGDBiA3r17qybEiRIOhzFo0CAMHjwYP/zwA1avXo3ly5dj8uTJ6N27NwBqSvb5559HnV8xwvbt2zXPVWzevFmz7BhadY21Cfabu+++O2KeBgDXXnstFixYgGnTpkWUnoyMDEyaNCnihS3WfcX6ddJJJ6nqw3vvvYc5c+bgp59+whtvvKH67r59+wwF1mRBhZmyvWHDBtx1111Yvnw5nnvuuYjTA4ZWvQdowGX+fI94TgegeS/Wq127dmHfvn1x27e4C/jEE09g+fLlePvtt/Hrr79qPicYDGqWKbu2a9euqLM727dvx6FDhyJy6aVdbKfst+zzk08+GR9//HHEcceHH36IJ554AmvWrMGvv/6KSy+9FNnZ2Xj22WdV93j00Ufx2GOPYfHixVizZg0mTpyI6dOnA6COIx588MGofJVIJCbhnHduiUSSDoixb8Q/rXhBS5cuJddffz1p3LgxycjIID6fjzRp0oRce+21UTFjunfvrntfMYYI+2vcuLHuZ+Dic4jfmTp1Khk4cCDJy8sjXq+XNGzYkNx2221k586dmmk3Ix0AyAcffBB171mzZpEuXbqQ3NxcUrlyZXLuueeSr776KiqGCYRYPrt27SLXXHMNqVu3LvF6vSQzM5Occsop5I033lDd//Dhw+TGG29UpXX48OFk+fLlmjISEh3nhP/Ti0lUXFxMXnrpJdKlSxdStWpV4vF4SNWqVcnZZ59NXnrpJVJWVqb5OyNs3ryZTJ48mQwdOpR07tyZNG7cmOTk5BCfz0fy8vJIt27dyJNPPkn279+f9DPEeDxGyo6Q6LoV6ze//PILGTBgAGnYsCHJyMggOTk5pFWrVmT48OFRMY5i3Verre3du5cMHjyY1KtXj2RkZJAWLVqQMWPGkO+//16z3Rhlw4YN5NprryV16tQhXq+X1KtXj9x8881RsY/05CKEkCuuuIIAIF26dNH8XC/vhwwZYqh9r1ixgvTs2ZNUq1aN5OTkkM6dO5N3332XjB07VvOeYtwhscz02vBjjz0Ws58iJDrOlF7ebN68mdx5552kTZs2pFKlSiQ7O5u0atWK3HXXXWTXrl2R7wUCAfL444+Tyy+/nLRs2ZJUr16deDwekpOTQ1q2bEmGDh2adPwtiURiDBchCbg/kUgkkjRiypQpuOGGGyL/z549OyEPXxKJJHl+/fVX9OzZE1OnTsXgwYOdFkcikUgSQprDSSQSiUQiicukSZPw+eefR/5ft24datSooQr0KpFIJOUF6SJbIpGUS/TOG2zevFnX3bVEIkmeBQsWYNGiRWjcuDEOHDiAsWPH4v77708q2KxEIpE4jTSHk0gk5ZImTZroHgSX3Zoz1K1b19D37r33Xtx7771JPeOzzz7DXXfdZei7S5cuxUknnZTUcyTRvPvuu3j11VexdetWVKlSBYMHD8Zzzz0XMwCqRCKRpCuW7gS9/fbbePvtt7Ft2zYAwKmnnoqxY8eib9++AGgwsXvuuQeffvopysrKcOGFF+Ktt95S+ciXSCQSLVi/Ikkf9u7da+h7RUVFST+jpKTE8HPSMZ5MeebWW2/Frbfe6rQYEolEYgqW7gT98MMP8Hg8aNGiBQghmDp1Kl544QWsXLkSp556KoYPH45p06ZhypQpqFq1asTl5m+//WaVSBKJRCKRSCQSiaSCY7s5XI0aNfDCCy+gf//+qFWrFj755JNIQL7169fjlFNOwcKFC3H22WfbKZZEIpFIJBKJRCKpINhmyBsKhfDpp5/i+PHj6NKlC5YvX45AIIBevXpFvtO6dWs0atRIFfVdpKysDEePHlX9lZWV2ZEEiUQikUgkEolE8i/Acu9wa9asQZcuXVBaWorc3Fx88803aNOmDVatWoWMjAxUq1ZN9f06depgz549uvcbP348xo0bp7o2cuRI9OvXL/J/w4YN0bZtW6xduxY7d+6MXG/evDmaN2+OZcuW4cCBA5Hrbdu2RcOGDbFgwQKVrXrnzp2Rl5eHWbNmqaJ7d+3aFVlZWcjPz1fJ0bNnT5SWlqrM+bxeL3r16oUDBw5g2bJlkeu5ubno1q0bdu7cibVr10au5+XloXPnzpFo5jJNMk0yTTJNMk0yTTJNMk0yTTJNMk3G09SnTx/Ew3JzOL/fjx07dqCwsBBffvklJk2ahLlz52LVqlW44YYbonZxzjzzTJx33nl47rnnNO9XVlYW9RufzwevV9Hn3G43PB4PQqEQwuFw5LrH44Hb7UYwGFR5j4p3PRAIqJ7HnsUXQKzrPp8P4XBYdUjX5XLB6/Uavi7TJNMk0yTTJNMk0yTTJNMk0yTTJNMUP00+nw/xsP1MUK9evXDyySdj4MCB6NmzJw4fPqzaDWrcuDFGjRqFu+++206xJBKJRCKRSCQSSQXBduf+4XAYZWVl6NSpE3w+n2rrasOGDdixYwe6dOlit1gSiUQikUgkEomkgmDpmaCHHnoIffv2RaNGjXDs2DF88sknmDNnDmbMmIGqVavipptuwujRo1GjRg1UqVIFI0eORJcuXaRnOIlEIpFIJBKJRGIZlipB+/btw+DBg7F7925UrVoV7du3x4wZM3DBBRcAAF555RW43W5cddVVqmCpEolEIpFIJBKJRGIVtp8JkkgkEolE4jy//gp07w54PE5LIpEkznXXAWPHAi1bOi2JpLwilSCJRCKRSCogLhdQUADUq+e0JBJJ4rhcwI8/Ahdd5LQkkvKK7Y4RJBKJRCKRpAcul9MSSCTJw3lhlkgSRipB5YT9+52WQCKRSCT/NubNc1oCiSR5hJA2EklCSCWoHHD4MFC7ttNSSCQSieTfxsCBTksgkSSPVIIkqSCVoHJAaanTEki06NwZ2LLFaSnSh+PHAXnCUCKRSCR2Ic3hJKkglaByQCDgtAQSLZYvB95801kZNmwADh50VgZG3brAjBlOSyEpL6RLvZVIJOUXuRMkSQWpBJUD5E5Q+vLyy84+v0cP5xUxRlERUFzstBSS8sDevUBentNSSCSS8o7cCZKkglSCygElJU5LIInFwoXOPTsUkjE+JBKJRFIxCQaB2bPl2TZJckglqBxw001OS+Ashw87LUFs5sxx7tnppgRJd7sSiUQisQO3m46B69cDX33ltDSS8ohUgsoBy5c7LYFz7NgB1KjhtBSxychw7tmhEOD1Ovd8kXRQgu67z2kJKOmQF+mKNGGRSCSp4vXSnSBCKm5/+8svwP33Oy1F+UUqQRJDOOWcoTxMlrKynHt2MCh3gkRefNFpCdKTO+4Ajh1zWgpKeWjXFZmdO52WAPi//3NaAkm64/XSfq0iK0FLlwJTpzotRflFKkHlgLZtnZaA7nYUFNj/3PLQsWVmOvdsaQ4nMcqbbwIHDtD3GzcC339vvwx//km9wkmPTunNSSdRRydOMmQI8PffzsqQLhw7JhcOtGBWEIRQ0ziJJFFktSkHXHwxcPLJTktB48DYTbpOlp58UnkvlSDn2boVqFXLaSmiOftspyVQw+I4ffEFcMst9j67rIwu6OTlyQmdFkVFwOLFzspw4ADw0kv0fTrsBkk36pQqVYCJE52WIv1gY184XHEX4GRsvtSQSlA5oKyMTrSdruxHj1LXtnaSLjGS+vShMXkA2uGOHat85pQSdMst8kwQo7BQ2eUAaJtxEtZW+Umt3++MLOnCq68q7/myqsh8+qnyftYs55XmrVuBe++l751uQ4Bc3ec5dMhpCdIPVj8qsjkcULHTniqyiykHvPIKXfFwavWU7QC98ALQpYu9z/7xR3ufp8eMGcCqVfS96LLcKSVk0iSqkKXTTpBTnfG6der/e/RwRIwI4bD6//Xrnd0xTAd4JZCZWjnVp11+uTPPFfnvf5X36VA/eCcv6bALL5UghYMH5WRXhI19R4/KvAGAK65wfrG8vCG7mHJA+/ZAq1bODUrvvUdfi4qiJ3dWk05eT5gsvFlg9erA5587Iw/DSSXollvUCohTk9pBg9T/L1rkjBwMMR+c2AUiBJg3j75nZyucnNjy7YYFgC4sdEaW775z5rmxcNqsFlD37+lgsljRJ7bHjwNvvEHfO9VW0g1CgMcfp++Zkjx2rLMK87Fj6RHP8dtv6TytorebRJBKUDmgSRO6QufUBIYNhqWlzk24X34ZGDDAmWczzjiDdsALFijX2rYFPvvMfln41R4nlaBJk4CVK5X/nZ44ffll9LV58+w3vxLbqs9n7/MBunvZvTt9P306fXVSCXruOeU9M7ViplcSZ+oI46uv6ISbLw8n6wqbUFb0ydy0acCdd9L36bAzlw6UlQHjxtH4gbzi46QSNHCgc32Z2EZ27XJGjvKKVILSEJcL+OYb9TXmD98JWOdSVgZs2aI24bCLHTuAv/6y/7k8X30FfPQRcNVVyjWnXFPyK7ZOngnKyFDbqjs9UGspyr17A//7n71yOJ0PAK2rjNq16Ws6yAU4vxOUjji5gBAMUpOiX39ND3lY/ajoShC/qMP6/JkznZElXSgupq+zZqnrh5N15eefnXNqIjqFOHrUGTnKK1IJSlPEMw5er3NOAk4+GWjYUNkBYavKdnDFFUCjRukzGP79N3DDDcr/TZsCl15qvxz8BOXDD4Ht253Jo9xctZmT0ztBPAUFwHXXUTMjuw95i8qGE8rHxx8r72vWpK+sD3HabpxNctPF8Uk6wPLivPPsf7bbHd1/OKkws36kop8JatxYec92x6ZNc0aWdOHwYfoaCqnrh5NzhFq1gH797H/uoUO03+AXQm+/3X45yjMVvItJX8QG7dRO0JtvAq+/DtStq1yzMzhoVhZVwlwu5yduAF11ESduTsjF14Xp05WzH3/8QT082YnLBfTqFS2X02zfThUBJ+qOmA9OT/bZmaRAgE4erFZW/f5o98ZXXKG8Z0qpE/Xl5Zftf6YRWB2ZM8f+Z7vd0efWnFzQsPvsabpyxhn0NTMTOHKEvndqsr9rl/NOeMJhpV85fFgtj5NKUEaGMwp7zZp0R2znTuCtt+i15cvtl6M8I5WgNIVv0IRQe3E7JwyE0JWnH38E8vOBnBzlM96DkNX4/fR5Lld6DIyhUPR2c2mp85NsZgd8ww3A88/bJwdLd36+tlxOwuqLnUrQ+PHUlFWcQKaLEjRlCnDWWcrBYqv4/PPo2GZVqyrv16yhr07ki1aQWNGxhhPMnu3cswcOVO86AM625UmT6KuT56TSAdZuBw503szJCcdIIg89RHf3AeDBB4E6dZTPnFSCwmHnAvsyS4y773bm+eUdqQSlKeKqgt07QYsXA5UqKZM5XvFxQgl6+WUap2f9euqMwCnCYTqJ+vpr5drMmdoH8q1EXLV96CF7n69HOpnDMcXHTiVozBjgyitpW23WTLnu5ISyd2+lvrzzjrJSaGWeBIPR5334CRQL/OiE1zytiZzdZ8a0ePFFpyVQw9pycTFw2WX2Pvvhh+mr05Nup2GLBNnZihLkxI7Du+8qOzAvvww8/bT9MgB0d59ZOtxzj3LWEXC2roRC6jOYdsL60Ioehy5ZpBKUprBVDUKAPXvsPxNECP1jwVH5VRY7lSBC1Pauu3YBf/5p3/NF9u2jr6IzArY6ZTXvvkuVwVq17HmeEfi6ccstzskhwu8E2U0wCFx8MXDJJcDmzc7GpZk5kw6Q/IQBsFZh5dsHKwctpYuZcdpFSQkwfz597+SkqayMxl1LZ5jifvSo9u6ZHaSDCbSTsIltdra2OZxddfi225SFgnvuAR55xJ7n8hw/Tj2xsjS/+KLaKY+Tu4ZOBrKVyk9qSCUoTWEd3bZtwNKl9u8EsdWmP/6I/szueBa83e8//9j7bFGGyZPV/zPs6ohuv13twclpDh9Oj9Xaiy6KvubEThAjGFQUgW3b7HfRLeL3A+3aqa/ZoQQRorQVVk9atKCvdi0c8DB3wwA96wioHXvYxYQJ0THQRo4ETj3Vflm0cLuV8caOtrN0abQzICA9+hYnYeNKVhawfz9973JRs+fVq6m1hl1MmGDfs7Rg7ZTViWPHgE2blM+dVIJYW3GiL9FbHGfOZySxkUpQmuJyAVdfDXz6Kf3f7jNBsSZIdu4EAepVZd4zm52ISo/4f5Uq9sghTujFXQ5C7N/5qFzZ3udpoWUiwk+gnFSCnPJwdcklynu/P7peWKkEsfzm3dqz8mDenZjHOjsnuvwCztix9DU3177nM7TyPhRy3gvm2WfT13BYkdGOtnPnncBLL0Vft7vdppvLdqYE8eaaLhc923fkSMWa6GotJPH1wykliLnsBpxxuqIXpDU72xknK+UNqQSlKW439fo1ZgxdMbV7J0icmDhlDudyUYXDaVep4vNFJWjYMPvkiKcE2YnP57zJCnt+gwbq606bwzElyInni2Xi90evGFrZn7C8Z5PKO+9UJnLiiq4d8b/eeIMuoDBvW4Czziq0vGylw3m6//xHeW/nThC/eMM/z+6+pVq19FIsmBK0fbtyjeWT07tk7NyWXTzzTPQ1vn44FS+PV4IWLbLPKoSlPdbcyAmzxfKGVILSGNYZt21r/5mgdFGCAGoG4HSHH28nyC4lTfSSJ5bFqlX2yAEAK1YoLpcZd91l3/MZxcXULESMlG2ndzgxDlH79rSO/PADsGyZtc/mCYXo5DUcVtfJWbOiTTWsVIJYnWD9Bn+Oj33WpQt9FV1pW8GWLdTkii8n1p86sZOppfA44TxD7Lf4dsK8XdmtBPEyvfKK9c8WYWdvwmEapNtJWB3Viofj9OITU0rsmvRrPYeflzixE1RWBjRpovz/00/KmUOrMTKuOL2zXB6wdOo2fvx4nHHGGahcuTJq166Nyy+/HBs2bFB9p7S0FCNGjEDNmjWRm5uLq666CnvZafwKDB+PpnJlurXJrzjY8XwevjHZfSZo40Z7nyfCn2sA6GqyqATZ1dmIE3onVy1vuom+8hM6JlsgoLbXtpJgUHsAZO3HaiWIEO3YWayOiGc/rGTsWOCaa2iZ8HX0u++Abt3U37Vy56GkhD6fKR28ss76lv/+V/2/lTBzYl4JYul3YgdGK81OyCH25Xw7YeaCditBPFOnWv9sETbZXrpUcRvuVD/LO0ZgMIUoHXYOAfvmA7wSNHw4fXVaCcrKil5cYkq01bA6UVKidhXO47QFTXnA0iyaO3cuRowYgUWLFmHmzJkIBALo3bs3jnO15u6778YPP/yAL774AnPnzkVBQQGuvPJKK8VKS5iXJDbg8KuCublA9er2eiARO1h2vqBtW/sDpjkRoG3uXGW7v6xM3cGOHh3duTilBDkJO6jL1xU2ufv5Z6BlS3vk4E3PeHhvSlbmmd45AicGoMOH6Qq+qAQBwPXXq/+3Mk+OH6exxZjSMX26+rlvv03fv/aaPZM5j4cqxeKOHaB9zS5Yv1FURA962404cWTKSL9+yjU7lNRwOH1WrfnFEwavhNgJm/ifdFL0Z+xsnZN88IF9z+KdQLDy4PsOu83h+MXZG29U3tsVz4nFbmTxHAcOjP7Onj32yMLYsqX8eauztNpM50c+AFOmTEHt2rWxfPly/Oc//0FhYSHef/99fPLJJzj//PMBAB988AFOOeUULFq0CGezU5ocZWVlKBNGLZ/PBy/XAtxuNzweD0KhEMJcD+7xeOB2uxEMBkG4GUC86wHBDo09KyjYL+hd9/l8CIfDCHEt1uVywev1Rq537+7DwIFhTJ4cBuBFtWphMB01OzuI0lI3AgG3bWkqLXWBrx69egUA+PDZZwHcf78HgDtumuJdN1JO4bAbbrcLgHqELCwMRDoBK8pp6VI3XnvNjXHjQigt9SIjg0Rk8HiCJzpf7wm53QiHQwgEwpbXPZfLe2JSQmVp1YpgwwZ13jBZxDQp9zCnnFwuLwAXgsEQfD43AgEXdu8OY9w4YPx4Wnd5+a1qTyUlgNtN6yQAvPFGCCNHenDkSAhuN60/oVAYgUBidc9oOR08yKdVmVW6XEqdYbDfJtNHxLvudruRmelBWRlBaWkQLpcHAwYAX3xB5Tt6NAitLt+Kfu/YMTdycjwoKVH6MSUPAICVhxtlZeSEIptcH2GsnLwIBl0oLg5hwQKCHj08CAZdeO89glCIlhGf3lT68njX3W43AM+J5xAEAkFUrkzrDYuB1qoVwdq1QUNpTa090TbMCIdD8HjcAAhYH19aGgLgQyAQSKkvj1VO4bAXhITx5ZcuiPXF7w/A5zN/zNW6DrhRXBxAIAAUF9Nyoun3RPLZjnnEt98CF18cxKefevHddyE0bEiwdasP/fsDfj+V55prlP7FzDFXS3YAyMgg8PtduPTSML7/nl5jk3+WNivmRoxzznHjk088J35H8yAUUvKAtSWjaUq1nPr1U9pOlSohdOvmwoIFboRCxssjlXIqKyMAfAgGgapVwwiHo1fdCgpo/tgxhwWAhx7yYOLEMDIyrOzLjZeTz8D2oK26c+GJJdMaNWoAAJYvX45AIIBevXpFvtO6dWs0atQICxcu1FSCxo8fj3HjxqmujRw5Ev24pauGDRuibdu2WLduHXbu3Bm53rx5czRv3hyrVq3CAc7VSNu2bdGwYUMsWrQIRUVFkeudO3dGXl4e5s6dq8rYrl27IisrC/n5+So5evbsidLSUvz222+Ra16vF7169cKhQ4ewjDPizM3NRbdu3VBQUIC1a9cC6IPPPnOjYcOdqFSpEQ4ePACABvbYuHElMjProG7dRpan6Z57NqJfv3+wfHktAJ0iny9ZsgDAeVi8+HccPNgGQC0DaaLk5eWhc+fO2LJlCzZv3pxgOTVCaWkOALULp2rVfHjrrQVo2rTIknLaseMklJS0waJFizB7djfs3q1MFNatW42jR3MAnIItW7YAaI7t27ciP3+z5XXP7b4QoVAYbBKVl7cXGzbUVaVv166dyM9fl0DdS6yc5s2riz/+qIFAoD4ALx56SNly+OorN776SpGFz3ur2tOBA5k4eLA1vv66Hq68Ejh+fDmAM7F27QZ4PK3h9bqwf/8R5Ocv0U1TKuUUCORxae0T+YwQpZwYwWAwhT6CEquc3O62KC0tw6+/zse+faeiZs0yAE0BAIWFfwFoDxEr+r3161shN7cpDh4sAlAF1aqV4cgRajcTDgPHjtHy2LjxJBQWlqBOHaTQR8Qvp2DwXIRClbBx43bUrLkbLtfZADy49ValXfPpSq0vj19OANV23O5wVL0BgI0bXRF5rBqffv65Ifz+U8DX0e3bd8DlaoTDhwsB1EBBQQEWLNgC4D/Iz89PsS/XL6ejR7tg165CDBjQCCI//jgHLVp0QevWmSaPuRQ+TUBzLFiwGLt2FWHHjtYAmiA7m+YPe7bV84jzz++JK6/04fPP5+Gff3qisHABcnKCuOoqOk/asuUfAE1AiFJ3zR1zo9MEKNYp7duvwvffn66SmaXBmrkRTqS7DYBGJ9K7BUALBIMBABkn5CtGfr5yIMfKclqxoib+/lvxsvLjj0W45ZYNWLDgTASDsGVutHp1MQDqyeTo0T04fLg+oqFKkD1zWGDHjtPw99//WNqXJ1JOffqo+1VNiE2EQiFy0UUXka5du0auffzxxyQjIyPqu2eccQa5//77Ne9TWlpKCgsLVX/FxcXE7/dH/oLBICGEkGAwqLoeCoUIIYQEAoGErvPX/H4/CYfDJBwOG77O0s9fCwQCqutKeFJCatUi5K23QuSii0IEIGTmzAD54osg+eAD69ME0M++/DKgkqmggMq4ebOfXHRRyFCa4l03Uk4XXRQip54aVsnC/1lVTu+/T9MfCASinvnzzwEydy69HgrRMnr44aAtda9y5TB58UUlPwYPDkXJ16FDWDNNZpXTc88FSW5umDRqpF8ufPlY3Z42bfKTESNC5OuvlWdedFGIvPBCkFSqFCYNG0bLYmY5rVmj3J9P+1NPqfPH6w2n1EcYKae77yakdesw2bvXT669NkRGjQpGnq9Vl63q94YPD5IOHQj5v/+j9bNjR3VevPsulf2ttwLkm28CKfURRq4/+WSI1K5NyOjRQbJ6tZ/k5ETX3WTqXrLlNH48fWaVKmFSVqbUm7Zto+WxanwCCKlfX50Pd91F20yfPqFI/7ZmjT8ij1Xl1KFDmAwbFowqE4CQv/6izzd7zNW6DhCyeDG9/vXXanmuuSZEJk8OkOLiEDl2zLp5RDBIy2TXLpruHTuUNAGEDB+uliuVvtyo7AAhLheV67vvovuRZPqIRMvpmWeUdI8fT9/n5Sn1t3v3cEJpSqWc2PPZ35lnhsj8+TRfXn/dnrnR2rVKv7FvX/Q8ACBk2LBwyn15IuV08cUhy/vyRMrJCLbtBI0YMQJr167FggULUrpPZmYmMg2exPN4PPBoHCjhTeeMXNfbUkvkOjXLid6u1LqekwOsW+fGtGnsfl5kZFBbZavTxD4TzwtUqkS/n5Xli5x1SCRNsa7HSpPbHftMEJ8OM8uJHXT3er3w+dSe+XJyvFwMGDfuvZemYfduD/x+oHlz68rJ5VLbHFeqFJ2fq1e78NlnvkgwSrPLqXJlelC4e3d69oeP35CbS883VK8OnHKKdh6b3Z5cLvXZBp/PB4+H2ot7vcrBVa37mFFObDFKvL/HozaF8/lcKCkBfv8dGD3ah5deAi64QDtNemmNd52e6XDB7fbB51Ofa7Cz32Me+wIBKl/lyuq88Hrd8PncyMigMvLtKdE+QgvxOnOMEAx6kJvr0TyvZbSumtWeACAjwwWPR3nGvn36z7ainFq0cKFXL+D//o/+73J5UKMG4PW6IrL37u2O+p3Z5UQI4PWqf3fhhcCMGcATT/hOyOaybMxl10/cDRMmRDtDWLbMjZNOcuPZZ6m3xd9+M7c9tW0LrF2r9Cdery/yyv80FIrOXzPHXD3YzlNmZvR3xLRZUU78WZOcHCo738f6fNr1w4p+Tzwnt2SJOzIWB4PAK6+4MWCAG42EjU0zy4m/7PNp9y8+n8twmuJdjyf7Tz/Rs0lerzvm952al+thy9HdO+64Az/++CNmz54d2VoFgLp168Lv9+OI4E5j7969qFu3LioqOTlqz1putxInaPBg6w8Sh8PR7lqZdycnnBQ4AVMCCwupAjR9uhIxOzNTnT/XX0/LZNw46plryxbr5HK7AbaO0K6d/mFQfjJlNsEgrQetWtH4LwDQty+NYM52rYNB+xw4aDlG8HrpJMbrtf4AMV8X+ACl4kFvrxdYuJAqPmvWAP/8Y74s7GA7c4yg11ew83RWUVREvVqWldF0i89TFlLsOXjP+s+yMurRSRyb20dbCZrOV18BX3+tvnbggNohAt9u7XCZHQrRcx29e9P/CaFu9m+9VfnO7t3WywGo28vZZ1MHNIASMNwuAgH67Jkz1ddzcuj5w7Iya/pX5kae9ZusXVSvrv4eZxnkCFpzgIcesv65vFLKZOBlsdNrbSCg9rbpdisLcZ9+Ctx7L+3jrYQfX/n+jA9TYaeTAj4MQnnCUiWIEII77rgD33zzDX799Vc0bdpU9XmnTp3g8/lUNnwbNmzAjh070IUFkaiA5OSoXcqyle5gEPjwQ+vddZaVRQ/ArIHbrQQR4kxEd9bBsAlA/frAiBH0fUaGunPxeGh+ud3A8uXAySdbJ5fLBfz6K3DLLfpe0ZiMVsGey2LSANRzYe3a6u/YpQSxHR9+EuXx0HbC6i2vnJgNv0vIy+By0ThBDK9XqTe8+2iz4ZUgPY9jW7dShd0qAgFaB8vKqCcnsZ6yQZspasuXWycLoHaRnZkZrQTVqmXt8wHqSWvqVBrFnZ80jh+v/X0r6sfRo2qvVoEA3dG97DL6PyFAjRrWuhvevx8YNEh9TXSRfcEFimJmF6y/Yl4vZ89Wj3d//EHbr9j/mw1TfsJh2m/x7vdnzwY++cS6Z8eiXTv6qrWp+eyz1j+fn/ewsuLLx05vnLynyXbtgG+/VWRZcuLoqdUKCL94xOcDa0fLltmrBJVXd9yWij1ixAh89NFH+OSTT1C5cmXs2bMHe/bsQUlJCQCgatWquOmmmzB69GjMnj0by5cvxw033IAuXbpoOkWoKGRn04726afp/8xchE04AwFq4sPcapvNP//Q3Q1+4sIamZ2BUllHF891ar9+5q9WijFE+FWmjAy6CzJmDP2fTeTsdF1dq5aijIiujwFrJzEsLg/bEQKoK05RAQiFrN2R4uXxetVpnjWLDszMVE8sGzPrC2uX4bD6OS4XcPHFyv8+n32DElOC9Ny15ubaU1/Zzgv/rJdfpiv9gLIT1LmztXI8+qiyip+ZGb2YY4d7XTbR375dff3oUcXlLx8dworFrkmT1HnN6uN//qPIyL9aEax03z7gf/9TX+P7EkCZUNWvr/6OlbD7X3GFck3cSZ0/HyrzaCt2Mdk9y8rUpsYAULOm+c+LBzPU4RcunECrPfDt9ocfgKuusl6O6dPp3Ky0lC5o/PEHVVZFJeDKK4Enn7RODr5P1SqTSpXsVYLSxcV9oliqBL399tsoLCxEjx49UK9evcjfZ599FvnOK6+8gosvvhhXXXUV/vOf/6Bu3br4WrQZ+JfDVp4Y+/ZRm3o28WbmcKzj/eMP2hl3726uHMyMa84c+vr559HfsUsJIkRZydearJ12mtLp/Pyz+VHnxUGOX43LzKRxG5iSSgjw6qv2mK+wvHC7lcn/kCH0Gh+U08oOiTe1uvRSek1UuoqLaX3SC+JmBrNmAQUFSj706aPERWAmcKxMxPzgJ1epwp5x/vnqnR/xmfv2AevW6X9uBqI53C23aH/P7bbWrJbdm1eCWN9x991Aixb0PW+yZ+WAffQolUFvJ8jrBYYOtdaUNRymzxXLnY/ppD77AXz0kbkyhELqtLM8b9uWrmiLShAzSTMTrTFEjOXF8oO/ZvWEzkj/vW4dIudzAfMVgnBYGXNeeIGaz/LYHQsHoP0aoNRbp1b8tZQglv8DBtDXVausleHhh5Wd29JSdV40a0bLjGfKFOtkYfVk82btepiTU/5i9jiB5eZwWn9Dhw6NfCcrKwtvvvkmDh06hOPHj+Prr7+ucOeBRC9+p5xCJ5Fs4s2bwwHA889bs4rLzLhuu42+8hN/hl1K0PTpQKNG+s/r0wfo0UPpCMze+QgEFJMvQB2oTZQpO5uWzezZ5sqgBSt3di7J66XlduONahnZ+SUrYJO5YFBR1DMyouuk1WabfftSM4SdO2l78Xj0lS6tgKZmKQGsXYo20VpKzvz50dfMhClB4TDNjwsv1P6ex2PtWRw2OWBKh55Zq9utKKx33WV9nWHtWpw0uN3UVM1KU9atW2ld0VKC2LV69ehrrVr0utYubyqIQXT5iT+viFi5S6jVV7PdFbawx+oPX0fTQQkCrN3R5ZUgFlCYhy+7Tp2iP7cCdgbphhuiZbCTWDtBr75KX63ejXjmGcUCh8anUz7z+dRBhgH9QNpmwNpovXrabYrtBF1yCV0k5rxSWwI//yhPlFMrvn8Pe/dG237Xq0cbGJtguly0I3r4Yfo/8xpnNVqrTmIHuHevNc/OzKSmAHo7QRkZ9GzMF1/Q/61QgoJBZaLMDqc2bhx9foB5gLHjgDeDreR7vUCTJsD776vLZs0a6yYywSDdvSwtVZ6ZmRmdfuaVzSqYEvjMMwAX1gCAelcMoAOXaJrw7bfmyQFEK8daK6Y//URfQyFrFhRYmYvmRSJ2OSRgjhG8XqBq1ejPPR7lrN3EieoD+VbhcjkzkduwQXtSVFKi9F/PP0/z6aqrzN2tZIhKkHiezQ4lSCvvmRJUpQqQl6e0nSpVlO/YrQTxzjzatKGvLVtG71qZCQ20qf85n3d2mV+z5zAnOE7sBI0ZQ9sJQ3SMwF7tlE3cCQKi5yFCPE9TIYSa+eo5ucnNBb77jnpsu+8+tamtFbjdytnC8oRUghymbl3thnL8uNocTuzwzOwA33+fTiRFRCVIy5uVFZt227Yp77V2GACl85k7l76aPSCwMmEDI3vetm2K/b4oix3w6RQnumIeWGWex+67aZNSRzIy7FUCea65hnrm47n22ujvjR2r/t8sJU1voIu3KinWIzPZv59OJgG6A8Hz+uv2KEF//QW89BI9f7VoEVCtWvR3mAysDYmmwVYhtlk77Nlbt6ar94IzVJX3Qp+Pfm5VnyIqQbxiwU/urTx7otVXi+dstBQlqxyJMMT+kt8pZjJv3Ah8+SV9//ff5stw882x+21+TLY6P/RwYgFh/Hg6oWf060cn9Sw/2Kud51K0lCC+fCpVokqKVTCLDD34RbbiYuvzJhAAhg2z9hlWIJWgNID31sPgzwS5XMCZZ6o/N3MCs2CB9u6SeKideTcvK1MPADt2mCcLADRtqihcPl+02VKdOkqDZiYDZk/o2IBs5UpOMvATiMJCdScoTi6skp3dl19Rd0oJuu02ZUeMx4iCYZbinKyyaYWSyszhSkuVPGjcWPl80CDqZt/K1WwGM6MpLKS7uloepFi/U7kyfbXjXB3gjBIUDtMzPmxFHaDno9q0od4VeayYaN53H92N0lOCqldXdp+6dFHKxGxiKUGEAOeeq5gl8vXB6r6YN+8FtJUggMb5crnUDhTM4qOPYrvAZmU3ahQdh10uavo8a5b5shQX00U/sbz4tmOHa3ktMjOpRYaTO0Es/3n4naC8PGsXuv78U7/fOnBA/Vlxsfl5U1ysNj/3+611yGQVUglKQ4YMiVaCxMplpmmAXjwRPfe6v/xCA4Iy+EmWWbBVrowMOjixw/+A9gqI2Ye82YBbUkJNIIxgxwoZPyCVlanPoRCijimxf79iKz1/fupKCutU+YmJEuSSOosQscrrF58WLdMvdvBehD+TY7YSJE4a4w06VighTAliHvwA9WD48cfaZmlWyCFO7LUmTKz+sPNCdq3kimXDrzJbxd690TtdfftSb3kiVkzmXnyRxvLatUuZvPCKxbRpatfdWgqpGR5JYylBLhc1U2Vevnj57FCC+NVzPSUIUNoYYL5JeKz7sfZStapiajphAnUOZDbvv08XJEUTTr6vXb2avlp5lo6fhzCTLj4YNi/T+vVqSxIrCQRi7wRpWfCYyeDB+gqzuJN7/Lj5fUpJiXqhnLmPL29IJchBtBpIgwZ0MiWaw4lKkJlb4XpKkJOBUVmAPJ+PTmj5TlaMKQFYtxO0davxcwqi61srENMtTmizshS3tvn5dKUZoC5w9dwlJwob/P1+Wke8XsXrlXg2R8sEygz4CZHWThCjf3/1/8wVMGDOABUM0qj2AHDOOXSCyYg3obdq52z1asUBgJOIk1atQZj1cSzf7OpznOjbtM4DaTmfAayTj/XzbPLC9/vZ2fpOExhmeCTVqve8ORxPq1bKe6vPBAUC6p0gvn/Q6iuYp8cVK8yVI5anU1Y+Xq+iBFlt2iq66daqm1a2pw8/VN5/9RV99Xrpuc+JE6Ofz7zb2oHYx/LzNKudzwD6C9Uiv/5K20+8M2eJwPqO11+nrw88IJUgSYLo7V6wIIf8TpDY2MxUgvRsS52cRDFPaxkZwGef0QYG0PgiWpNLs3eCmN3+bbcpjTwd4NPeoYP6/y5dgJtuUsryppvo69VX01ezBio2WWFKULt2ykTgnHPU37WqU+QnaLGcAOi5iAZS27pft47GOjl4EJg8mV4rLVXvBukdWGVYOUAeOeKcaYK4SJGbC1x0EQ2mK04mxSjvdu0ExTJjMYt69eJP3Pk+lg82zE9uzPQ6Kda5WP2mVaaJWgoFCwEhfsbMvK67jo4D4oTcTMSdIB6tnSCG2WNPrDrDm3+VldF6a/WOg4jWXIE9f+dOuvBmplMcVib82OL10sXR006j/9u1qCGegRY9ovHt2eu1vlzEunLWWdRrrhaEAJdfbl5gW1bv77pLuSbN4SSGee21aHMRgFZU/rA5QDtc1ukOHkxfzVaCtDqR/v2ptyKtM0t2wRoV63jFuAkMsyeUb7yhvLfrnIIR+AFIPNdxwQXUA5o4wWMe9FLZDucHemausXs3rav//KMcwo8lr5kY3QmKNTg2a5b889u0iY56z5/DefBBJSAooB001uw6+/HHwFtv0ffXX68ekGINxuEwsHixeXLMn69eHc/JUecFT4MG6v/NPl/IaNuWvjJTGTE/rDj/smdPYiZc/DlLfkfRTI95iShBVjnj0bqPy0X7ET0lpF49GpeNVwhZnDaziKUEacH6PLMXeoqL9RdvWD/XurWiBDGX+GajtyARq0/dtImaYGu5w09Vji5dlGtif2+lEnToED1LB0Sbd4tnfuzeCfrgA+X9xx/TOHV6HtoIoW2M71tSQVyIBOROkCQBRo2K9trEED2e8BPJTZvoq5lKkBhAj5GdTQ/T6p2vaNfOPBn0YI0q3mTaisCPzOd/z57m3ztZRCVIq5PVy6tUJjH8ZO7LL2nMiE2baEffo4c9ro15jOwElZYq9UecbAPmDFBsx9DlAr75hrbZG2+k3oxOPVX5ntcLvPee+rdmrxJu3qz+3+hO7p49+kpKMnTvrh5otcxXGWIwTquU5qZN6SszCRXz3sxJGw9rN/wB4qws4Pvv6XveUxwvA192ZtYTsc4nEpfJrD5WKz2E0Lxo3Vr7N0xJve8++jp/PvDII+bIwxAdI4jy8bhciicssw+/FxfrLyoxOZo2pWXHzOHSZSfISscEfJ8v9vdWKkFvvQWcdx59L/ZjYn3h263HY2+5DBoUHb5DjBPn9Zq3qMv3Byyos9wJkiSE3mAgejzhGx4zkzDTPlpvJygea9fS18aNrVvx0DrczfKNHfoHrHk+e7YVUdOTha8zeoMfy6tLL43uFJNFXNFmZxm8XuDzz5XJiZ4sZmNkJygzE6hRg06stOqHGXWGBbPkB//334/+HluxNfv5PMmaeJkdoDSRQ9LipImfVOzbZ06wQbZwBChpZe3miSfoq1X1lPXT/E5gaSmtl4CyQ8Wv6FpJrF1TLfhxwawzj2K9/+EHGsskllkrMzvavp3+nj/bZxZaShAzURT72cOHlXSYvQDHB0oXqVyZmggyBxuZmdbtBOkhltGTTyqeY61QRpiyqeWQh6E1PzCLWF7PYilBXi+dI1lpSdK1a+zP+XzJzKTpsEIJYm7+5U6QJCH4+BAM3hxOSwli18zeCUplErB9u76ZWqpoKUGMoUOV91bsBDG75nRZ3Zg9W11n9Nwcs4mlx6P2FpfK4CB2nKzz93jU5pqMKlWAPn0UOc2GV4JiTZ5OPZWe3+HTzlbfzZg4MO888dLo9VqvBMUL3KdHrIPYZsgRaydIhN91vewytbeyZGnZUomWXlxMX2+/nb5ecAH1mmYVeotVTBljHhXFnUqrJnXhcGL9Gd+v8h5Bk+XYsejdHraKrKegEaKeXFnlJU7LHC7W+QlWLmaPPXygdBG3m7YRNv5XqmSdYwS9Nut2q02JH3mEOiMoLrZmHGZjDz8GxQoNYSaEUCVPb+EgVoBsj4cubtx1F7ByJVWIzF5wigc/LmZm0v/NUoL4dsgWitNlrpQIUglyEGZuxdi6lR62FpUgsWEB1jlG0Ot8ecTDgADQrZt58vDEWlngPaOZPQiceqqyop0ODbtJk2hXunorgGzwKikxz6xGnHgw8xS9wcHrVbttNbt8+I5cDACpBZ92phiaIZMYTFcPrUOyZg7ey5ZFKzNG6y1bVdcKmJwM/M4LEF8JYgoKoC4TM3e7V66kr6y87rlHke2ee6ybSMUKpMti8gD29TGhkLP9mZbCzcqcnTHUgh8HrAgSeuWV1JyUPYeZJrJJvRgYlVc8zF7pLynR3wlisPqanW2dEqR3T4+HhskQTa1OOklxwmMW/Llp5h7bTlj71XNyEGt+wsakVauA00+nxwd++cVc+eL1W1WqKO8zM801h9O6j9wJkqREkyb0fAUbCJgdOT+BYLb2VjlGMGL6Zaedq9EB2+wVqGbNlHQaMR8RV3K//tpcebZvBwoK1Nfi7QRNn67v8jVRxMkc775dC1af2DMDAdppptoBb94MnH++cccIDKvM4dhOkNutntTytG+vbR9u5sSlRw+1eShg3OyJyf3cc+bJw3jvvfhKEH+mgm/HemcVzeKpp5Tzjlb1aXqKXLVq6nNTdnniNLJgYCUlJcp7NobxZa4nGz8OmO0qe8sWep5v61alX2Nex/hJJM8ZZ9A6M3KkdeZwY8bof4d5AMvIoG3ko4+oHCtXUqdLiRIIRDuK4YP68rjddIFw+nT19UOHouNgpQorh1NPBXr3NvYbM9syq6MbN1Kzb0AdmydW/8TqMj9WpSJbOJz4LiivlJx5Jm1Hn3ySvAw8WrLYGazWLMqhyP9OmL97QGk8WkoQO6BntjkcG5yMeEmyUgkaOVL9v9bKgtaEyoqVMDa4GVHExMk9C/ZnJuJW+pAhNNiiCN8RmbUyI6ZPy1RT63PWUQYCNK7DDTekJsc//1CzQKMushladdaMycvu3fTV5VLapsjq1fp1dtw46kQhVfRirxjh3HPpq1lxpADlDIwRMzgm+y23qMsk2bOKseDlefhh7QPol19unomc3oT99NPV/8c6+2S2OZxdbsi14Nst8wTI1109ZZCfcJntEIHt+BcWKs9nE15mulezJnDFFcpvjh+npsk+n3XmcHpevgD1TvzSpVRxOnaM9o3J5M+DD+o7ahKxU4lmLtHffNP4b8Jh81x08/OsefPo+bV4/Wp+Pn1l+bR0qfJZKm35lVeo+S7PtdfG/g3fnthOkFmw+Hg8eg490hmpBDkM23a/7TblmlhR+Unt//5HV3xTXQ076yzlfTisBLk0Yvd9ySWpPTsWzNkCQ6vD4TuSxx6jr6EQjRbNnxNKlUSUIKujmQPAX3+p/7/9dm1li01yWrc23xyOj9gdC/ZcNsHZsYO6TWYBBpOFTaL4/J41y7gSxLclMxVnlyvxycGSJfTPDPfUWmUbr96y32idTUyVRBxy5OZS1/8PP2ytEvTUU8YUgO++M29XzGg/LbpQd7ms8UqpFxPOCGas8mrtBPPtUO8ZzM0/ALzzTupyaPHCC8DMmfQ9679YfRkxQj0BXbuW7nKapQTx5nZsJygvTz1Oa7FggfI+GEzeNE40tebdUYvWIfFM9cyEneHjx7F33439G7+f9ilmnHXkFydY+IF4fdL551PF2mxl8cABugjIuOQS5WyjHrwMu3dH794lSzhsznnNdEAqQQ7DvATxxPJ8AtCO9+23k39mOEwnXwy+E2fPvuMO/d+L3q+++44GQzQDcQWHn8hpuU9lW/jhMPXlP3WqOXKwe4oy6JGIRyyrYROJcFhdtmYoQd98Q2N2xFtRYp0vy8OnnwbmzgWWL09eBkBJDz+Z2rQp/sDM5GCmV9Wr268Eifn/8cd0wDZDDq0Dt4mu+pnlSVDk0KHYilZWFm23Ho955nA//QR8+606z3Ny9JUg8SykWUE5+fTk5uqv3LLdOC2ZzNwJSsUJjpln6AClTzGyA2H3OSaxLY8bBwwfHv09s7xt8SZWGzfS+zZrBixaFPt3fL1hSpAZ9YV/bpMm6s9i9bV2mMrHCoB9++2Ks5GVK1OX58kno6+53XR+9M03+r/jvfyK1+2EyfD44+YGsDVLmUoHpBLkMLz3LobYeNigxRpQqoORuGvB34+tvPDBQkX4QfSpp2hckH/+Udt7J8vx4+qdJn4ip7WLwCYZoZD5HQy7t5HJJG/O6DR8fTFLCeIHeiMTfl4RS/XZWnKIW/Fazjp42PPZZCo7O/l2pHcOK96EXc8lvhUelYD4ZVRURPOTtVuPR2n/yaDVPlma16yJ/3vmuahBA2rak4oS9MYbdKGIL+NYZ5N4kxUzmD9feSYjK4ue3RAXjLp3N8fzmhFS9QSaKnw/wuJo8bv/ev1E3brR1zp0ME8uxuOP01dxJ0gPr9ec9ssrefPnK5YZ8eDNjwIBa9xl16un7l+NOE8yG6P9QOXKSnlccEF8F9Lx0Fpccrlo/3L55fq/09vFdkIJat8euPhic3ZyAwG66JhOAeRTRSpBDqO1+ipWVvH/VE3hxArMd+KiFxwt+IHB66UN7Y8/Ut8NCgSiOx2jQVLDYaXz//DD1OQQ750O3uESgeVZKGTeBJtXnI10pqISZJYcrO6Kdu/xzj4xOZh77Jyc5CcLWmlhrsLjIX7njz+si/ERT545c4DrrlNMgPbsSV6ZX74caNOG7vjxzyeETnZbtYp/D+a5qKCA9gOpnF+ZPp16YuL7ulhKULVq5prSMs+I/KSHlfOPP6q/O2eO9j2smDAZOT8XDzMdrIjOPPTyQstV9erVycuhBzsDYlQJEs3hVq1K7myduNBmNI/53Qi2aJBKf6K1A9qggbJTRYh2/29V4PQxY6iyqxewXcTnU6c/1dAdyXqka9JEW3E3i9tuA/78M/732O662620l1R2/OfNoyEHtPoQFnOtvCGVIIeZNCn6mssFfPaZ+n8eXgnauzfxZ8baCdIyz9OSj+HzKStDvKtbo4wYobwvKaGeen74QbkWb8Dmd4JYum66KXE5eBYupDIkogRZtbq6a1fi92bmCqJ5kVmTFza5jVU2TGZWt5YtS/7ZPForUJdcEj+PCFF7O0plJ0hLBiNKkNYkfP9+53aCgOhJT7JxLNgAm0rQT49HUVIBc84EGVWCAEX2U0+Nv7MYD5aP4TBVLoHky9lMZSgYVCbcs2crzgkS4csvk3fMI449zAEBo1o17d/pOexJ1tOVlmk1oIytRk1JRSXotNOAr75KXB6fj+64MDp2TPwebLKbSn3RmiDn5MT/nZZCGu88kxF8PtoujR649/nMdfCSbP8zc6a2d71Uymb3buX3775L50rxOOccGjTd7VZM0Vu2TF4GNhfSyherxjGrkUqQw+itFvD+9sWGwytByQwC4kDEV16XK/6kn18JatpU+X4yzgHYYUNA25xOb9eBTWbYZCUcBq65hr5PdauWubdmk2S73NdqkYx50pVX0hV+cYA20xwOiL37wsqNmQXx3rBS6Sx5OVjZGzkA+9Zb1Kaf/SYry/ydoGTM4YD4cnz0UXL23EaUdzaYnX8+fU12l5lN9Pln8i7cjSjyHo869koqh/gZwaCyKGA0aGtpaeptnrkKJgRo2FB5bzfvvKOuO4GAkrbmzZXzE1r89pvSXvgzIldfnfzheHGnkZ9MtWmjP9nVe57ezlE8NmygCre4iOj3J+bkROtMUKJ19n//o2U0YAD9v3796Bg8RmDtxeydZd6FvR6sXfE7Qvy540T46Scldlmiu8HZ2cCjjyb3XC3uuy++BzYtrJgzTJ1q3IMf4+qrafw30Xon2TkSS5dWHS+vJnJSCXKYZBoLP1FJxpWrWFkT7TRZgzr1VLXb0FQbgZYSpDcYsQnFtdcCr79u3mQfUNLH7mmkExafySY+qSKeZTGCx0PjW4imAWbtBO3YEX9CySbVjC+/VN4nM8Az+HKeMoW+/v57/N9ddx1d/WUTwsxM+3eCgOTcu19/fXQA0liwCauR3Qz2bObWNVkl6OGH6Svfn+nFsdLDKiWIuS43qgSVlKS+A3XsmPJMVmcTuScvZyrtdtiw6EkckyPe2HPOOYryYcaqPqDuB3hZhgyhr3ppZXVJ9Ez63nvJy3Lffcr4xXY7Klemyhird4mawxn5jcigQVR5YL9jDg4SJRSi5Z1Mv9ayZXSsO4aRnSCAelJL1SLi55+pWT1/ps5oXhQWUqWedzKRCsEgVTp4753szJgRWF3mFX8nFkIAdR5WqpT8+W0tt98Mp9KWKlIJchgjDVzsWPit8oKCxFfWxe//+mtiv2fyiDapqZ6dSWQniJelcmW1C9VUEZWgRJg8mb4mO3kLh5XOZO9e5SyFeL94g00waG4MC3GXL96EMpb3QjbhTgatnaBkOHQo+ZVKrTzdvVs5W6OHXp6ZbUbQsSOth02bxv+uWK6pnjfkD7mziavRwZE5RgBo35KKEsQczoRCiomVESVoxgzaDx06RL1LJQubiBpx/2w1YgwilgeJ9tdaHuwSZdgw7evvvEPrYjyZzHQ7fPRo9JmRwYOpK39GgwbAXXcp/3/0kfr7VaumrgSJv9u3z1g6RXMorbgtRmnVSgneKypRRpWgjIzU4xeKZz0T2QmqUoXmmyhDsiEA2CIbfx4tEWccrN9r1Cj6mt3wfU9ubvIOcJj8vAUPw0mHK6kglSCHSabi9O+v/j9Rd4XxdmziyWTUzaxRZsygh5LFAQYwfgifrRyZATOvSmZF6frr6euOHfQQYaJcfbVyuJw/nyF27PE6UzahsMIcjt1Lrx7cd5/ynq3wmgWfHt6GPlH++iv5gJh67SeeUxG9/DeieMQqu/r11f97PMaD0pqtBPGw+jFunGKqGguPRx1cNxUliE3Yg0HlPIkRJahyZWWCsHlzcs8GtL0ipqIEEZL8eStxQs12FY1YIfD5ZUbgZb0D7j4frXvxxhBeZuZdLlm0nAD4fEo677+fKjm88wZ+Vy0cpuZ7wSA9D8sW8YyO6ceOqXfG+N8ZUYJ4U3QAGDXK2HONyMVjVAliZZgKotljIjtBAA3XIS6mJquYsX6APyeViBLO+oB0UA54Gf75J/mAw6w/K6/nf7SQSlAakOrqwIED1I7WKLGUoGbNgN69Y/+eNSjRiUIiShAhNE4KQCek33xDbVdFjHQ6Ho95hyGPH1fiICXiZY7lCd9hJ7rDBtCAr+w8QSq23UwJMtMcjh+gYk0on39eef/KK8l72OHx+2nZ8INsMkq36Po9md0gv187Zkg8WJ798ov6eqpB/XbvVv+fiImt2BckO2HQc0VLCF20OfPM+PfglaBDh5TfJwPrN9iOqNdrTAmqXVvJA7ebBtBMBjZJ4OVPdDLEfnv0KF29vfHG5GTRI9GdoGSdZvDoTZ7cbuqo4Z57Yv+eybxsmXqxJRl4JxwMvu3EC5jrcikusk86Sdk5MDppX71aOQfE7scwOtk2QzEVEZ1TGO1nRUc8AO3btm83/myxTj77bGJKULzgoYmgFScwkb5V6zxkOuwEbdmi7ZDLCLyVCqDO73RQ9pJBKkH/Am6/PTH31HoD0d9/A337qr2zaaE14Qdoh2x04j53Lj2nwdDrHOI5RmDfEU0+kuXuu+nrCy/o20jHgpeLKQ3xzKR4AgFlYEtltcXvN3cnKBBQB4Q1er6ienUloG0qPPkkjXXAK0HJnKdjQYCZO+QfflC7V9dj1iwlL/3+5CYfLM/0yiGWOYtVg6e4E5SsEqQV1+TppxOL0+F2K0rZsWOpebqaNYu+Mm9oLJ3x6iyv6LvddDeAd1JjFFZXvvtOfb9kKCtLLX6Tnvlpol4vzYgDF2sBrmlTfe9wDBa4s3bt5BaJ+N/w6WHpTNTcjp/4s/w0OhkU6zbf9ozWFTvCNyQyuRXT9OijsePpxHrWnj3GxxkG65f5BVq9enLGGcbGWD6PE6kfLC969lSuscUdu+Hrk1ZsSqOI5csWAx980Lj1QbohlSAHMHtCk2jHLbqNZRidrOp1SitWGDdRevNN9f96eVKzZvx7mWknznZh9FyoxoPPm1CIOgjo3du4aQ1vEpLKThCb/JkZpJR3dpDI4GRG0LjCQjqA8J6uUvHAU6cOfX3qKSofL+Ozz0bXzwsuoOcHAoHklaBq1eghfTHtzLa/Tx/932rl13nnpb76Jp57SdWmn+e++2igPqPwCiKrX8lOdJlJz5YtiuJspM7ydeqVV+jrF18Yi58mygCoTWKTVYLMOkskmo8lag5nhgmMeI+5cxP7PTMVzsxU6kq8eCl//qnUc76d88otGxMT7VN4JejJJ+lrskoQjxGPbIB5Div0SHT3759/1P8fPGhsDGewvGzeXJlLJFL/WfnyJnx6XmuXLYvdv2g5JUpmJ4j/TaL5SQjNU940v3HjxO4BqOtk7dqJ/56Xh5GXB7RtS9936WLOYqcTSCXIATZsMPd+og1vPPSUIKNodfJPPEE7i337jN1DtIXWOn/z0UfGgrBpTbKTsU1u3lxxQWmGi0u/n5p4ANS0woiHr23blPTwHbToOjbeQMvM4fg4IImU9Zo19KApf0ajc+fEZGDw5cN2/xI1AWOyjxkTfV8tM8p4xFpBnTVL+4zZuefSnSO2yybywAOxn3nddfT8nlg3kw1qm6x74FgkY/KkdUg2WXglKFl3v/yk54ILFCcdRg5Z8+2erwPvvpucDMk6RuDlTNbr5q23qv8Xz3YYab98HpipBP33v8n9nt+xYXnLm99q8fTT2qZzvLkya5NGFtT4fpR35sH62mSVoGTOjyV6HjhRkj3ny/j8c+NK0E8/KfVN9DJpFFZ+2dmKJ8FYoTtijYlmKUE8ifZn335LHSvw51eTie3F1yfeUUOi8PLzZ6VSrSdOYqkSNG/ePFxyySWoX78+XC4Xvv32W9XnhBCMHTsW9erVQ3Z2Nnr16oVNifiCLaeIZwLiYbatJT+YhcPxzwAZ4b77zGsIbNXVSAelh7giZfS5ohJkVHFo2RIYO1Z9je8wPv/ceJAythrPl5PWId5YMLO6Ll2Ua4koQYcOUeWauZ8OBOih8auuSvxebGBq1Egxdxk50vjvGWI7YGWUyG6DKBMPM9uIZbIWDtPy4es6M9Ex2o5q16bmq/z5pHjKh5H8TsRzkR7JKEFaDk2ShfeqFg4rK/+JoDfpSXQniCcjg04447nILS2lbYa14WSVoK5dFecOycRfe/jhaPfR/O6C0ckc32eFQqmZ0gCKwvDUU8nfY/Bg6hmStYl4MYv0dhR5BU9r1d4I7EyQ+DwjxFKCUiVZj2hWYMRLJQDcfLPyni+H3Fzjz2L9erVqSgzGWIsIie4EJeMYgeehhxIrZxaAXtwZvPhi4/cA1H3Pq6+qz2gWFdHFIiPwdZ1fGDLqPCMdsVQJOn78ODp06IA3RduSEzz//PN4/fXXMXHiRCxevBiVKlXChRdeiFIzTmCmMczMYtAgZ57PdwrhsH407kTweJI/l8PO4TASNf/QMk1KZCeobVvlHBSreokOhpUqUS9YPHyHwSbKRmjQgK78mOEYoU0b5VoinS/r1Nhkjt2PDQLJmsOxfNU6lJwo7L7JmAtp5QU7vxFLCSIkWglKlLPOAn78EejXT7lmpMsjhMZuGT8++WfHIxlzOHFizMcOS5RwmO7Iiq61w2HjK6BMaeBXKhnx6qzeJMfnozsH8YJTL1pEFRiWj8l6hxs9Wtn1TNS5CSHRu6OE0J1dRiITyxEjFDlS3SHXir2W6CLG1KlU8WF5EW+XTmzPscYGo2ZoDC1nAMkqQalYiIjPTNVphFnUrm1sflFUpF7o4xUP0QFTLHivjCxPWH/Jn2kVv68FKx9+fpHqTpDfTxcoRGc2It98Q7/LrHxEy4NEF8b57/MKIkCfwc5QxuP++5X3fFuRSpAOffv2xVNPPYUrNEZFQgheffVVPPLII7jsssvQvn17/N///R8KCgqidoz+bbAKbfRcgdHJq1GXzqISlMwkUlx9MzMGhpFAdVoOCHgSMd3480/FjI8NkGaYw/Ey/PGH8d9VrUoHMb006EVV52GR4ZON7M7qpqgE5ebSSSpgvCPm6xu7b6L1hQ86yYgVvToe8cw29eJO+Xx0hZ6t0AFUMQESH5h4ueMdOieEKgELF+rvchKSuqv4RJWge+6Jloc5n0iGcFgxdeL7vZUr49vCMy+ETAliCk0iirten+xyGVN+mcysHzE7TlAoRM2/WEBcLbQmdkeOUMWbEc/5Dc+ECcqz+X5x3Dh1TJ1YbN9Oz/OxNux2U0+YQGJ9I4/RRSJxJyhWGSZ61s9MJSgZb6IM0QMn83BqhKlT1WctAfO8zmnljxYPPaTe8eQXIxJZcOLnQKwc/u//6KsYVwmwdifozDPVgVYZ48fHV3ivvJL290wJ8njUiwVFRYn19Xzfk4pl0bJlynuWF3XqpHbOyGkcOxO0detW7NmzB7169Ypcq1q1Ks466ywsFCOYcZSVleHo0aOqv5KSEgQCgchf6ESrC4VCquvhEzU+GAwmdJ2/FggEQAgBIcTwdQAIh8Oq7wHM5j2s+m7wxIyRXaffi06TFpUrA6NGhbBvX+w0sU4pEAigrCwAgH43kTRRsxDleiikyBQvTXryMwgJo08foGFD7fIAiKpsu3en15s3V0aV0lLj5cTyCQCaNWP3COrKHut6iOvx/f7o3p+Vx9q1AezcGV1OVHZ2b/Vvv/1WkbFatWDMNJWVheH1hpGVBTRtSjB0aBh+f2zZ+eu0XgDHjwdP5DXgdocQDodRs2YYwWAIAFHJrteeDhxg+UCQmQl06EDQokVIV3at6/v2hbF2LdCunVLG4TCVMRAIJlRO27YFMGiQ9sgcDocjgwTLL76+ut30dz/8QOV49FEScfXO54ORNPFthu0ElZZGy87uHQzS7x89GtbxFkbQrZvxfm/uXKWCsTQeO0bw5JPG+72XXwY2blTP5ghR6rLRdsOuE0LgdhMEg6FIP3nwIFBSQvN99Wr9NH3zDbB3bxisuFwu1s8ShMPhE0oQiZkml0u7bwqFQigtDZ1wO6+fJqUfCZ+4ptzD7Wblbnx8EvnyyyAeeAD45puQ7vgUCqnL44wzwtiwgco1ezb9rEUL/fFJr5yCQQKfT7n3uHEECxaEDKWpTRuCd98NIRBg7S6smlCK3zdS92gfBM3v87KHQmG4XGFVe9JiwoQwgkFj84gJE2g5ERJAQYG6LwkGtfMgXjkBwKuv0nsZmUewcmL1Wgu98YlP09ChwKpV9Pfnn09lzcsjkd/TNBmbG4l4PAR+fyju3Ki0VJ2HvLIdr+/g05SbG8AZZ4RPtHclT/z+QOReYa5RlpVpp6m0NID58+n/brdyH0KMz/fc7gBOO007X1h+6qUJoIttfj+bm4VQrZoi9+zZwFlnxe/j2fUaNQIYOJB9JwAgeg5kJE08hFDZCwrCqFvX+NzIznm5EUxY706OPXv2AADqMDdNJ6hTp07kMy3Gjx+PcYLd0ciRI9GPsy1p2LAh2rZti3Xr1mEnt2TbvHlzNG/eHKtWrcIBbu+1bdu2aNiwIRYtWoQibimhc+fOyMvLw9y5c1UdaNeuXZGVlYV8wfdoz549UVpait84f7Ferxe9evVCjx5BnHXWevh8YWze3BEAVYIKCgqwlguznpeXh86dO2PLli3YvHkzvv/ehb/+Ijh6VJ2mn3+m3//vfy/AkSPKaPLaax40bboYV13VSDNNe/eeg0aNqF1Efn4+Sko82L//VAD1EQwGDacJ6AVCiPB96t4qXpr472pRULAdP//cFMuWrUJ+fnQ5BQJB/P33VuTn06Wdzp07A8jD22/n44ILqFK9aNFStGrVzmA59cGff24G0BpdupRhy5YsrFixBEVFR5Gbm4tu3boZTBOtewB1mfLqq9HLRqzu3XTTuTjnnL145ZUMNGzYECef7Mc778wD0Ad//LEBwKlRK2grV64G0AmzZwcxZ06+yvWtmKb9+89BnTqFGDbsJDRqVISZMw9hwYKtqFWr1FCaFi7cB+AcLFv2F045xY1AoC0KCrajoCADhYW5IGQz+vVrDqBa3PbUqFENAGeCkDAAD4YOXYY1a6ogP58ewDLSnr74gtaXNWuUZawFC+YAuAArVqxGtWolCZXTsWPNATSPKp8tW7bA5aLXZ87M5yZq9PkbN64HcCrC4ePweHJQuXIxAGpbtGLFCoRChwynaf/+TADnAVB2gn75ZTYyMmgnz8oJAJYsWYoaNUoBnIePP3ZrrtSOGfM3gOaG+7169doDoJFWqZx9UFBQhrFjs/DoozDY7/WJ2uFYuXI5CDmGXr164dChQ1jGLR/Gq3slJX6UlPixcWMBSksbA8iC2w38/fd2AM3w5Zdr0LXrPp009cG4ccfx6afU/sbvLwOQBSCMQ4cOg5A8+P1lyM+fEzNN9eqdiypVcrBhg1LXtmzZgsOHs+FyNYxK06ZN9TFoUHuUlBRg+fICAGfC5foHQ4ZkYOpUxV1mWdlx5OcvSHB8UveTd9/tB+DF8897cN99BzTHp86duwJQbJBq1tyFhQt3ATgbTZocB5CL336bg5ycUGR8MlJOx493R0aG60SeUtat24j8/O1x0xQOh7Fx4wbs3p0DoAn27duLmjWVvGH5n8iY+/ffDQC0U/0eQFSadu9uj8LCDCxatB5AN+hx4YVbkJ+v7sv10jRiRHMsW7YKy5eXYNKkc1GrVgn276f2QevXb0J+/jauPLTTdPz4fwCo7Yi2bfsLQDsUFRVpziP0yqm0tCTqXgA0x6foNPVBSQkB4MKxY0UAqsDjofWkoKAgobkRX1+93jD8/jL8/XcBgsFGunOjQ4cOYefOEgAncZ8pd2RlG2vMZWnatWsnnngCGDHiHBQXhwFUAwDMmkX7t/z8/Mj4BACzZ89Fbm4wKk27dvnwww/dAQAlJTQvAGDZssU4eJDmQ6z5nlhOYjtesWI5gsHDumkC+mDPHuDAgUMA8rBp0wYUFtYBoHiZ4Ot8vDnswoVzMXRoEH37ZuHXX0sRDPZEMEjvceAAHYfy8/PjpglQzFD++ms1TjutU0JzI7vn5X1iuVxlEJsAQL755pvI/7/99hsBQAoKClTfGzBgALn66qt171NaWkoKCwtVf8XFxcTv90f+gsEgIYSQYDCouh4KhQghhAQCgYSu89f8fj8Jh8MkHA4bvk4IIfXqhcmjjwZJp04hwizeb72VkFAopPpuIBAghERf10tTrVrhyP3Y3+LF+mkCCPnlF/q9oiI/2b3bT/77XypTIml69llC8vLCUfcGjKVJlJn/278/dnnk5YXJk08GVdcBorrvb78FDJcTQMi559J7XHcdzc8lS2KXR6xyEtOTna2UEUtT06Zhct99wUiaePlfeIHew+VS3+errwKGy+nJJ4Pkq68UGYcPD5LNm42naf78QOS5558fJk8/TciCBUEyalSQ9OsXSrg9AYQ0bhwmjzxCyKJFfjJ2bFBXdq3rTJZ27ZS8LCz0R/Il0XJatiy6nFjd7dOHvj9+PLpuf/st/V2HDmHi9YbJhAlK+f3ySyChNG3dqtx3xQr6+vff0bIDhCxYECDbtinf79s3WvZk+j32W7FNGu33AEJyc9V90Ny5gUi/Z7Q82PUOHcKkQ4cwefrpIKlTJ3yiPyBk5kya759/HohZx268kf6mY8cwqV+fvs/JCZNQKETGjiXkpJPCcdPk9/tJ587qND32WJDcemuQnH46IW+/HYrKg/ffp2maPp22m9tuC5IxY0Kqe7RtG47Zl+ulif9r3JjK9d//hnTHp+Jitey33hok+fmBE3lJPzt6VD0+GSmnlSv95MUX1e3mxReDhtKUnR0mr7yi/Paff0Lk8GHlPuL3jdS948f9Ub/XSlP//iHSq1eIBAKBqPwU277Yl8crpz/+oDL07q2U9dSp2t8XZXz++eix+5139Pv4WOV01VXR9+K//+CDQfLGG0HNNPFjVN++NB333x+M5EmsPl6UkX/+RReFSLNmdJwLh8Nkw4YwmTEjoJmmoUPVbaV7d/r6yivBqLQaKadTTgmTUaOUPCku9kfqCT/m7tmjnab165W07Nun3GfatPh9vJaMYtnk5wdipol97847lXy54AJ1Hhnt47XK6dJLw6SsLEy+/jpAZs0KRO7H0tSrV4gsXszXM0KKi9XPLy1NfG6U6PiUSJq0ysMIju0E1T1xMmvv3r2oxwWX2bt3Lzp27Kj7u8zMTGQaNBL1eDzwaBhxenUOfOhd9+n4003kutfrAiGeKNtMt9sNt4axuN51MU1aWZGR4Ys8RytNzGa/VSsf+vZVVl1cLpfhNPXvD5x6qvb3XS43fD7jaRLJzHTryn7iCfB4PPD51GXLy+JyeSNmTfHSRIMy0mf6/fRH2dk+lS1wIuX00kvqyOder4t7T9MUDgMZGR58953igcnn850IGEnTxe3mAwAaN/aia1dj5fTII2oZPR7A5/MYTpPL5Ub37jSOx/btLgQCQFaWB889R228+fI12p5cJwokN9eHsjLolt+hQ+rDsHxaMzNd+PBD4PrraRnR+3q580HGyknPRTZNO3vvi/oeIVTmZs1cuPxy4Kyz1GUrfj9WOfFtl5X1/v0+zXgLHo/63mwnWP0dT+Q1kX5PT06fzxdVFlrf5eu3KGui/RshLvh8gMvlieQJdW3tOfFsdT6IaTpyhMpy4YWuiNe6t992we12YfRo4MYbtduOeO2660T7d6XvHj7cjWHD+PpPd/JoO6PXjx3zoH595feTJwMlJepnJ1NOoRBN3//+5444aRBl561AWrak7YxZsrjd9Pc5OT6VOZqRcurYUTnHw3C51P2wVppogEgXvF7lutfrVgVGFdNgZBziv6L1fSY7IfT8gterPfbUrElNLo2OuUoalLr4yy9uzgFD9NikJSN/yFyRmZa9Xh+vP4ZqH/Rg358/nzoGYGO/mCZCXCeu03vffLMHzz+PyLOMzo3OPls5r8bGHcADl4uezfnwQy+2b4+WUYSJRscsT9T345VTKKQ+1+RyUTlffdWHvXsVl9MeT3Qf7/Op2waftx07Guvj4811VqzwquLu6feHyrXsbPXn2vNM43PYRx4BXnjBG3Glz39n1iwX7r/fHUnrww8Dq1apn5+Z6Y0pezLtSQuz5uV6OHYmqGnTpqhbt65q6+ro0aNYvHgxuvB+ff9l8IfSzDgoO2VK9LV4h/c2bqSvu3bR4KDJyHHyyfpuGuN5PtHj9dfpazynBI8/DnBHyTTROoypd0CTKqP0vRmOEUaPVv+vlb+hEL1+xx3qmEkej76nsE6dgAULkpdLVKpiEQpRBw0AdR0+fz7Nk4yMxD0oMT78ELjxRupJJpYjgFhxJTIzlVhDrJ4nE7/EiNMNrfuy+vHmm7QesthJlSsr+WUUvl6wSWqs/puXRwx8mSzxDtfWrEkjt8dCzMtk3NMz2IR1zBilvr7zjv73MzPV8bd4b0q7dtH3rJ+qWtV4oEE+kCYQu47xbpKZzJ98ou5DbrgBuP12Y8+OBS+HXnvmlaAqVWh+BiLnpOhrsgGmxbKO16ds3kzrkPg9Mx3piDz7rLrOMmcberImGrNMD3b/eP2R6A1V6x7JPlsPPq6SFoqSTF8TnEdGEOsH7xghlgzi9WQd6DBOPhk4SbGui/Tba9cCS5fqPxegXm752It83hoNBh+P++4zFv9r5kzlvdmxeFifoHd0hg/5UFhI+1PRAce/AUuVoKKiIqxatQqrVq0CQJ0hrFq1Cjt27IDL5cKoUaPw1FNP4fvvv8eaNWswePBg1K9fH5ezgB3/MsQOwoyBQGvilcgA9913NKq5GYHwGHoT3HgdSGYmMGNGfI9mI0YAZ5yhvibKr9XB6Ck2fLmY6R2OwQ8oS5bQ11BI7bWK4XZru3B98MHUZIjl9lmLUEjtUjc/P/mBkdGtG40ZkZ0NnYP98eHrRirtx4gSpDVAMgVVdDF85Ahw+umJyaClBOkNjISo5TGrfhpx3R7PCxf7/LPP6KuWK1qj8B7IGjSgr7/8ol9efr96UskmDfyEIZl6K7r9HjcOmDhR3Ya++CK2R04z+5AuXWi/x/dzen02v8MC0H6G9SmpxpzTG8NUxxk42AQrHFbHBjM79h3PQw/RyS6DLTjF8gg5Y0Zyz9LqU3/7LfZk8dVXo69t2EBdfSfrrZXJobcA6XarFXV+l5L/Pdv1rVQpuforys4rQbwMInpjU7J9/LRptL2wRQ9W/0UZtPq2atWAUaO0ZTOz3hoJKcLvvPI7W930j7YZ4vvvEdmRM6KMBQL0e8kGbk5nLFWCli1bhtNOOw2nnXYaAGD06NE47bTTMPZEVMn7778fI0eOxK233oozzjgDRUVFmD59OrKS9eub5mzapEyCAXOUIFYp47lAfOUV/fgIR46YuzLHryxMnQrs3Uvf86tz7dpF/87joasPyXQ0ovyJKnXz5tFXK5QgvvNirjHZ6qTWpELLTXG8na94JKMEibKlqgQxvN7kO1OWl3wwwGRWtWPV92nT6KtWHWJlY4aLeP43LAin3qqcqATxdOgALF+e+PMB9T1XrtT+Trz2WL06VT5YAD5xgSJReVh5nji7DLc7tgysvHg8HmXnJZl6G28I2rSJ7hatWaO+zrcxFjsj2bLhcbloOvg6aTTWlsejDgScqhxa/7doEft3Ynu3cicIUJcDUywIoZN7kaeeMidgOOOff2icl0Ro2RK45RYqYzJl9J//0Fc+/gsPU0a++w647LJoZYnll9tN45jVqpVckF5xjBF3gvTGZbFvmzNH+35GcbnonxjqgXrk1ZeXwS/SaS1WmkFRUWLx8vh+zAwX5qyOsrZ5Yq9CxQcf0AWOd9+loUTMzoN0wNKuqEePHiCERP1NOWHD5XK58MQTT2DPnj0oLS3FrFmz0JIPUf0vgx8ws7PNVYL4jlOroxk9Wn/lwexVOV7ZGjpUO6ZFqjtYetx9N7V1TUQJ4hu2FUoQvyrNdhLY6qTWoKFlTpRqp5doGYdC0ZG+zVKCjMaO0ILlA7/anUw7MpIfWjLqBa9LBl4GdsaHn3hMnqysBIbD6sFblD/RXSgGf8+OHengf9FF+nJqkZFBFZ+8POC225KTg7F+vdJPsbYxbx6wbVti95k6lZosAubVWx5eseHzR0sJSrZsREQlyMh9XS51X2a2EuT1ap9tEREnuVYrQf/8A7zxBn3Pdt2DQRrTBFDMWAElKG0yaKUjlXEsWSWI37nQik3P+twNG4Dp0+k1zgFYpHxSrR9aZo/8TpARc7j+/ZVx8vPPU5Pnf/+jr7wSJCrIWvBKe15e8pYLPG+8Abz8svL/8ePRO86x4Psx3kojVdich+ULvwh7442KQsrDFrz+DTh2Jqgiwq9eV6lijvLBzDH4ge7PP7VX2vmGzExNAPMHpFgRuRlaKwpmKEEvv0y3+tNJCeIVGNbB8OZwPG63dqBOM1Z+Et0JElcVzVSC9AYfLRl55V2sq9dcowRvTYRklaB40ekTQavdnXee8n74cOCUU+h7UQniV+1SWZ0TyyE7m+6sxLObB5TBkTrKoCaCEycmLwuDBc/k88doIGgG3/+Z0a8wWF4zedgOK6tPRiZYyaC1E2T07BWffrOVoOxs4IUXjP++Uydz5IhHfj5w5530PdsJCgaVfrR7d+W7qcjC1mz53Ugj5c6sI0SSVYJ42MT6pZcUs0CmBD3wgLLQwptUGdkdMQIhdOGT3S/WTtC2bfS8KaAoK4C6PqVqfsWUBWaFYsQcDoju+5M9B8szdKjajDrRhUC+PzTzfNBXX9FX1jb+/FP9uVgGP/6oHQS2vCKVIBspKFDeDxuWuokToHTm/KT9mmuAu+6K/i5v/19ZCSNh+oAkHmTm7z9sGJ0oaXU+ZiljbNXPKLws/IqRWfDKA28jr2UOd/Ro/HskQzLmcOLk0SwlKJZtuFa94A+Ui/n1v/8l5yRAr3zZgADQQVp0UqFlqpgsidSxcDhxe3oj6N2TjyCv9x02EFJPf8nLoIfaexl91eur9A5Wp8Jrr+l/xnYEXS5aR9iuD4+Z5ywB2sfzB7aNEmsHMVHEusabDdatS8/WzJhBHe5owc6F8nU/kdXwWOzdqygXfP/PlKBAQJk8PvOMOc9k+cmPrUbaIzNfE0n2TBDP1VfT+48ZQ717AsZ331OtH+Ewrae8A45QiLal48fVdbFpU+0FLL7dDxuWmjzsjFP//vSV7Ubxnie1YHm1YkVqz2f07k3rHj9PS3SRhDextGIRgd+x4+Fl/uGHaEuB8o5UghxizBhzKhNbofD51Fv8O3YYv4fZDWrSJP3P3nmHrvRaaVsar8O/9FJE3MuKiFvDZskj3l/PMYIeqe5MOa0E8c9m5bNvX7RMWsorbzdtVl3Vuw8bLAFqG3/33ervtm9P3cCageLGXvtzfkc1HNa30Y/laS8eVaoou008vEx8W7rySmUxhznr2LnT3J1ThsejeK+LNzEMBNQyMCWIncFLhry86GusLrDFCtHbGl+fzTxEzHaC9Ni/X799G/EoZ5RYv9+7l55r6dNHMc8SJ3o//khf+fI0a1W5bl3FHFPckXO51DtBZls/8Er3L7/QV945gwgXK1IFkzUVPB5qLuz3U0+w27fHHxNr1VLep7oTxMufkUHb5qhRwJNPavdVl16q/t/tVsydUzW7Yp5GmRUOU4JYvYxnDnfiOHvKzJhB2y8/psbyVquFVQ4aGGx8EduGEQcO5RmpBNmEuDJp9srpkSM0rgUz10nETa0VDSqWLW9ZmfY5IbPMR3iXtSKEAAsX6p8x8PvplrXWym6y6ClBRgZiM7bhAeeVIB5mDlenDnDJJerP2OBz4ICyGyF6zzMDVucfeyz290Tzrqws4NprzZXBSJrCYf1dKD3PXEaoUwf466/o63xZs7bk99PVSC0PVGb2IWy3IDtbkYPd//LLtdt2IKA+3M4mw6kcMY2VJtE8j8nE92HBoHn9CDvb07q1+nqDBsDvvwO1a9N+TQsjHuWMIvYhen02yzs9RZDP21T7lQ4dlPfffaf/vGBQ2QmySgniHUT060fbF6/kHThAX/XOmJhhDsfz+uu0LQSDscdX3o16KojyZ2XR+EAMLVP5H35Q/8+XjVljDtvRZ2eCtNorwGJamb+Ly0hlJ0j0+mg2LLag2Dbuvdfa5zqNVIIsoqhI2Y1Zt07fq47ZMNeXq1cr10444wOgtoU2WxZ+gBw4UP/+bAAQJ/h2mMPFUwT8fnromTcXNEMeBt/5ap1VaNVK/b/VfvknTdKeXAeD0av7Wp6VkoE3h/vlF/XAyMqtRw/FZIUfkMxyHBlvkqZHWZl5ux6svmvV+6uuUv9/9dX6ppL8Kq5Z8IsELP/ZBPKnn6ybJABKu9ixI1oJArQnD36/Oh/69bNGNq1YMOy8iXhdqw0lCps0AzQvxLpSUKCYnhk531ClCvDtt6nJxMjJia4HLH9YeemdD+XzJdV+P9b4tWwZPR8E0F1cq3aCWJ0dPlwt17596qC7ffrEvo9ZShBfLlu20DNLsbxd0mCyqT+Xl//48eTOrvDeIM3eYWZjz5Yt9P9wWD3GMkXQDiUo0WfwSpAV88fp06n537/RA1wspBJkAQcP0sN9zEd9mzbWThp4WOfOm7jwnbCWVzarPfWIDfbTT7W/Z4YdPxDfFSe/K/Lww+rPd+829yA1k4fBJrJsp0XMG3Hl2kzzL75zq1uX7hbecot6ZZ99x++PLg+zZPF4lIlbIKCO0cHKrawsemLZubN5ShCr8716acft0MMKJUisb6tWAV9/DTRqpFw7fFj/MLUVA+I11yjvxbb04YfqRRazYfnx99/afYJeEFt+1diKM0qAomjwZwr4/oZXqkUTvWRg5jxsJ0hLaWfX9PotJlurVrTOXXZZ8vLwfUiHDtGKl6gE6e0u8OVqtrMGHtFduxVmmyUliqMh/vwi21W44w76Wq1afAsNs5QgfmGLBRPWajes/Fi+mHFmjN3j11+T6yf4emx2gNAlS2gZ8A5nvvlGyRsWOFcvYHmq8GkT+5J0YMcOYMIEp6WwF6kEWUBeHvDll/Q96xASjSafLFoHiPnzQVqTA6s99QBKfjCuvFJp/MOG0QOc8VbJjGJECWKIB2T9fvMHSr7je+UVJejY7bert+a1OkMmq1ZcpUQQlaC9e4ETnuojE5Vp05QDu4EAnaicdVZqz9WThXfPyucPm9Bt3gw8/zydxLD8KS011zwQoDtOWk5E9DDTCYDeThDzziNe19sJsmoRQ89unhAlMKoVsPTs2qXdFrXadkmJemJtphL066/Ke+a5jpeFV07EnSCzFnYAOqHcuJG+1wqJoFUPWrY010sd34ecd56+EsTQ2wni5Tdj4m10R1esO4MGpfZsQL0ww0/aRZPJwsLYAVsBmhYz2rPW2RutdsPOW5q18CeOr4l6dQTUO0FmK0GLFqnPmDJHOMx8ljnZMcMlthZ8f3bOOfSV3/U3Wo+tmrOFQuZ6QC0PSCXIIsROSCsQlRXEc7vr8ajN4wB7lCDe5S5ATSn4YIb/+Y95JmixzgSJg7aWzb6VO0GiDLt2AU8/rS0boJSNGaul4gSF1YMPPqCOOnbupOcLAGUnSO+cgZloKUGMZcuUsiwpMd8cTg+9oINW7ASxZ7GJO/MAJtYbI+crzODRR+krbx/PtyeXy5zzA3qwfBk5UskTvu6KbTsjg+5mMnkBc5UgvhxYf8HkYSZvP/5IF5uYbPfea85OEEDPoLlcajfMfD/PuyAW+egja5Sg/v2BLl2i782cZsQzh+MxwxxOLG+9lXyxDfHnVVKFmd0lCn/Oa8gQJXB3Ks/nF5kYWotszHyer6dmOkYQTa2NnKfklSCrdnQZzBKELS4w7FCCGGxhpaDA+vTyMMc2PGb2FeUFqQRZRO3a9j3rlVeU91o7QbyXI0KAcePUvzfTCYAeYqfi89E4Bq1amd/wY50JEregtSZzVu4E8TKIWOEC2QhLl1LzK55AgJaLHQoyPwnSKjc2oZkwgcZaMPuZWui13z17zFOSWd6yQKms3rHyFp+jp3iYXUYsb9gZm1Ao2p2/mZ7PtJ7fqhVdBTaiBHm9wH33qc1szdyB4dsrKyN2je0EzZxJV5WZbOefr7ShVGETSz5NRpUgXtauXc2RBaAeEmMFvzSqBE2YoO2FLxG06r942J6ZhPPyZmebu+B1/vnq/y+/PPb32RlL3iS7Zk0atNiM5zNYO441jvDeDVPpT8Tfi4vBS5fGX0BhsgwaZP5OkB4ul/bZVLPRqm+JBKpliosZfT5vKsp2wlhfIrZJO5Uzu5FKkEW0aWPfs/ho0VqNjFdytCbaVthJ87hcajvTzp2VRmXWRIEnEXM4vkO+4grl92bLw8OXFw8vMxsgrToTxBMMRn+udSbIKmLtBAHKLmKfPtrunJMhXr7qKUlbtpi3q8tkYGXN8oENxlpK0JNPRt/HbHM4MW9CIXXU8Fq1rN0JYnXR7dbum8SJd1ZW9IqzWWaT4vO0XLrzihHfhs1Wgti9VqzQdrYSL4aSmWYu99wTO96XnhLEApgyRoxIvZ/hzZv0YEE5+WdZtdoPUCU+XhBn5ibb6jO5vNdEvR1uJoMZSlCs9GzcGB2Mk8EUJrYT1K6dPYtwjBdftP4ZfH923XX0lbUhI/OwRBQmI7CyYk4XmCy8x0X+838jUgmyiFmz9D+zwp6embBo7QS5XIq/fa0Oyu6DebwrbyuUICPmcLHO35ihBPHBAsXOTQwmy+BlZqs0dihB/DkH/kCzXUoQq5OhkDpIp5XEy9dYdSCVuDxaMoj1jp8M8ASDapPR66+n9uRW7QQx+HqZm0vjepi9UMDjctH4HM2aKX0D79xFbNtZWdSkiF/sMTNPtJQg3kscrwSJjhHMUoIA4K236GuLFur8Z6Y8onLI+pBwmJ7tM6PMxHhf8XaCRGU5ESckRmGevmLRqRN9tatPu+kmYPLk2N+xcnWdXwTgd1P1FDO245LqmaSBA7U90PLojUPM1NlqpVCPZAIRJwo/F2ALN0YdJBBirhJEiBIiguV9vAWVfyNSCTKZu++mr7G8wDBPMmYybhxw4YWKJxgevQBszLTITCUokfhE7PupxDnRIpY5XGGhvpcthhk7Y/zkwOjko359RbZnn6WvdihB/FkKhuhty0o8HrrL89ZbQLdu9jwz3kCrVQeYnb1etPdkESdmLDiduGLKR7yvXJlGqW/d2vxJQywlqKiIKiQsD8yKmcSTmUlN2267TSkHfkLJXNyyiW1WFl01FmM6mQVf3uKEJRhUlFbeyQlgnhJ02mlUiWGHtr1e9TlP5txFVEiuv56+Go1JZgQxZpeeEvTBB/TV71c7BXK5gOeeM0cWQG0KHouVK+lrnTrmPTsWmZna/SoPa/dWLELy9+TNbPmxiPcS+NNP9DXVYK0PPxzt3l8LVjcZfJ1IJIi4WVSuHF2XmeMgM+Hzn/UbiXiJI4RaDjz/fGpy3Hkn7U/YPImNK0OG0Fdx/vRvVoqkEmQyLMJ506b637HCU5zLRf28M+8zYlwNrQP2/OqPWdSoobwX3aUC2iYIzEOLWcQyhxO9O+n9PlVq1VIUUqP3O3ZMcdHJBq6zz05dlmSwUwlyu6mb7MOH1R7QeJNSs+MlJbMTxCaS8VY6E6V6dWoiygZDPfMefneucmUqo9nBFYHYShBAPT3GO4eSLLfcoj4HoFUHQyGaRytW0P9btKATCo+HmiGJEeiTheUrr6SyPm36dEUWVm6lpeqV1Dp11MEzk+X++4Hx45XVWo9He4ImlhOTPxy2Xwli+P20PDt3VpSC++83RxZA37RYhMkpmuNZhXiWZerU6O+IZwDNJBxWziTpKUH8Qg9TDq3oT0QIoQ47ePg6wTtGMIMnnoj/nX79ooNAm+WEh4fPczYXCoW0Fym7dFH/f8cdtFwbNUpdmX/tNbqAxpQdMa16gbn/jUglyGSWL6eveoPD7t1A27bWPV/ruXqrO+yamZ0wP9hqyaJlq2/FGRw9Jejii+mr1eZwLhc1PVi/nsaM0kOMxszMR1g+3npr6rIweWKVM/uc5cEHH9h3KHX2bO3rfF0y2147GSWIXbPCFCwnR2kverupx44pE3IWZyonR73wYAZi3mi1YzZ4er3UbM0scnLUh3L1XGSzunHJJXRHqKSEfvfPP80LBsq3lyZN1NfYGZNgUMmfY8fUQWYffVQ/Jloy5OXRw+Jer7ZSI5YTrwSZVWf5PNm/P75Cw5QggCr7TmPXwo44qdTyxGWlshEOK+c4WNm7XOp6oPV8O5SgeLjd5s5J2FGBWBBC45/x2KUEsXY7c6b6u2IbHzKE9nVmOQcConeCGHycOMD5OmElUgmyiO3bta9bPbHs3Jm+ijtBDz9Md6f4hmWXEnTRRdHf++UX7d+YgV5QwUR+bxatWkUHQOUROxd2kNjsTkdPCdLzRFRQYJ8SxAYpfgIJAGvXKu+tiBwei1hKkFU266x8tm7V/vyNN5QyYav7992ndlpgBfECdJpZNs8+C3zxhfK/1qRV3NnweKh5yM8/awcgThZ+NZQ9T1Q0+J2gzZvVZj0ul7l1xeUCPv5Y/77hsHqnnT+rZMUkZtOm+P0sc7DidEDIESPoq13nTezqO/UgRInxxuqB2x1fGbZrJ0iP889XHG5Y7bCJR8uLoRVlqGUOxxZs+XOPgPbi07XXmruTysxqRYVPDNvgdPu1EqkEWQhvS84Ob1rdObIAXDzhMN0+bdZM6eDuuiv2rkiyaLlu1UI8YGsmHo9iVmbk+Vq/twsxngWTy+zt6Hg7QVqwuvrII+bKokeslTezy0Qc6EXTg1jmcFZMpNxueq7ljjv0AwyGw9E7QRkZ5sXXYojtlnfywbjxRvrKTPLMIitL8ZYHaOe1KB8rq9xc8+QAaLrYPfXKPBhUziZZ6TFPRGuiGgqpJ3Os/WZkmOctjy9rI+W+dy99tt2TKNGbFXMS4ZQSVFZGz+xqYZU5HEsrv4PN92taeTFggHnWB4Bi9cLvzsZKL4t1xHtdNINYz6xUSd2n3HQTfbV6J0h0jCAeFeBl1nN/nip9+9JX8VwqqxsPPURfzXIGlI5IJchC+AGJnRGy2jsNq7z82RfWIfKNatgwpWE5oQQl4zjAKPv2GTef6tVLORTKVkWsWAnTG3zFw7OsLEpLafBFq4mVVjaQ26UUnnuu/mf8xNgMxHTzh4QB+3eCXC66SPH66+pzUSL8OT6rVmzZ6j4zifjvf/W/a3Xd0Jvsi/3HOecYPx9ilGuvVZy26O2ah0LKhJsPZmr1arpWHezePdqTH0Dr1P/+Z85zE1WCxo+n+WOHErRmjfKeTTZZ/BM2Htpl1iMqQbfeqoz9Yj9nlWMEt5uOIbw5HO8KW+tcySWXRDstSJbzzlMCwfIKRb9+8X9rthIUi5tvVk/y2aKfFQvWfJrYogk7A6q3IFpSknwgXqPoKUGsn7XiHHu6IJUgC9HaYrV60qC1esErQaLrbMDcTlg0w2NkZ9OD7wwrd4KMrMiy52dnK4Exb77ZXDl49GzRxQkvk6tqVeCkk8x7fqJnggD7laBYh6yrVDH3WeJk6IEH6CsLJOyEEsTyX6y/vOMQVibJ7OwZRc9OXAs73dmylfTCQmDSJOW6x0PP45gZGwigEwM2UdQyhxs/ni6gmO3d0gh6+c7qTp06StyzypXNi/PBm781ahT/+wMGUHNgO5Qgvo/lTcAAtUtzO+DH4a5dqedPhjgvsCpvwmE6hrC8EOcGekGZzcLtVvKff7bWzrJIIGC9EsQc7/TrB4wdq1xn/Z4VO0GxYuKJuy2sr7FCDhFRCeJDAVStCsybZ70MTiGVIAsRK/Vff1m/EqUXkdgJJYjv7EtKlA7xk0+UuEV6MqeClgvyeAoA/2oFejsZYmRz1vElGzVcD71JM3Mdy3+PYbcSFOt8gdllo6dw9ehB467wAQYZVprDuVyKTOJEjfeMxwarw4etm9CxctAys6tVS9kxPesse+KuTJ5Mn8XqwFlnAW++Sd+z1e2iInWcILPhY1kxMjJozLd166K/78ROEKAoQTVqWNNumScrgHrhi7drEApR5SSeFzkz4POcKURiPtnh9Yo36axZkwY43rxZ6euDQWWHykpYXfB6qTLkcqkVC2YKZVV8nJISpU1qLajE6kcvuCA6YKfZsGClYh/GZLViJ4hPs7jYpbcTZAdiHrC5WzhM+5JY3o7LO1IJshDRttasaPeJomUOB1ijBPGIweJYB/Df/9LBgcHiXJjF2WdHu8kV00gI8PvvdGDSCjBrNvwh/1hYNbGNt3NAiBLBnCGuplqNOAhYiV4+e73UrbHWAGjlThDfPrWUwTFj6CtvDvfdd+bLASiDc6tW0Z/5/YqZ1R13mO/JSYuTT9b3iMYOex8/bu2KqZZCwU8c7rvPumdroddXWX0uiT+wHitYqvh9OyZ0fJ60a6e+xupO1arUBNpKiooUB0VvvUXziblUB6wJEC6Sk6PUBRY3TzQxY0qQ2TuojJEjgcGD6Xut/jTWTs9PP2mfbzYT1l+IZWHXTpC4IzhtGo2xxBZACTFvBzceekpQOngLtBqpBFnI1Vc7LQGFjwKttRNk1SqdGJRUaxLTooX5wSeB6EGXpZEpX088AWzYoJbLysZer56x79llrsE6Y2Zmtm4dNe9hXHKJuS7DjTBsmD3PAeIrMnoTbiO/TQZeSeWVIPYs5q2HH6ysWtX2++mB5kGD1NebNVMCuQLmemKLRUkJDVQbSwkqLbV2Yqm1y8SXhVnnKIwSayeoe3fgqaeseS4/kXa7gaVLY3+fuee2Ugn6+GP6yurimWfSCWXTprQ/zc9XFhGaNYt2RWw2Ho+6r/B61UHMy8q0Y0+ZSUaGWgkKhWjZxXORbSbXXKPsGmspQe3bxw4fYTVMJrEtsbKxUglatoyWjxj0dMkSpU2Fw9Guqq1CzAO/X7FOsNPk2Qn+5clzFju9jMUinjmcVZ5HxPMuWo1p40ZzAgrGgylBBw8qdv78+Qr+1Q70zrhYpZCKO0FsImNkVfTf2AnWqqWe0DOYYmF3nCBAezLElGI+Lo/VsNguvFIxapTi4RKgB57ZmROrYZM5rfaZmUnLIxCwtr/Vaq8sfz77LHol1WxPdSKxlKAuXcwPLsw4+2wl5o3HQ/tvPY4fpzvtVp5fA5S8aNCA7rwsXkz/r16dPvf88813rBIPfgdKrJd87CTAmrzx+ZTV/GuuoWfo7NyVE9FSgn78kcbJ0wqhYQd6weK9Xlp+VprDdeqk7fwhEFC+4/Xa5xxC7FuZom6Ve/104l84vUkf0mXyyGvzfIX2eOgq6wcfWPNcI0qQVcQK+DhhAn0VO0E7GzuL5i1CiDVmYeJEhO9oebSceVgZ3NdJtCa2LO9jKUFW4Har6yhbuWbwcXkAunDQvLk1srDYLrHaa4sW9hzYBZQ6qtU+mZxW76Bq7TIxxadjR7UStHy59aY8vGkxb05stanVmWcqh8jjtQfWx9mlBGVnA8OHK9f5c3Y+H3DDDdbJoIcYoBRQ7wSddZY1QWR9PmXxoHlzurMv7gTZibhIULmyshj544/2ywMoeaEVZDgz05r+TTwTJLbVYFDp56ZNM/+ogBG57rlHHd9LKkESw4iNiVWs336zXxYeps1rVWgrJzKiYwgnlUK+bJgc4kpPOjT2khJrVqDEiQgbAIxMmPTiW5jBs89ad+9E4RVCsa6uXm1t/RXrnlgHeNMWgHrcSiUgcCz8flovsrLUB2JXrVK73reLWGaIGRnGzqakilY7Ydd8PvUkz0oHDQxWXyZMUPfhdroWjtceZs2ir7wyYqccy5fToM/sO+IZVTtg5nCMn39WJpgAsGBBtHt+s54r5nlpqXNBXJ0OHqtFrOMAmZnWB0vVUoLcbipXKEStFcyOAacHP/4895xSR7t1izaL/rchlSATEQ+lut3Ui5PVq4Lx0HOMYDXff6/+P12VILaKnA5KkF1lFOu8T0mJPU4KXnkldmyg0aOtl4HnwAFF4WPlwJxF8OfqzIQ9T1RS4ylBvLmL2bAB0ONR26x36EAPnDvVTrSe6/MpB7+tJNZOkM+n7Z7ZDvjzJ4C9ShDfd7Rsqe0lD7B+7IlVH53aZWCI5nB9+lAPlMxJEjO9Mhut3bfly4F33zX/WUawY2EgWbTqZqVK1rQjvi4Qoq0E8a92wY83rD/Nzqa7uY89Zq8sdiOVIBMRB2K32z7vHjzMExlr3LwS5KQi4qSSwStBTI7ly+mrHW5TRexWSMVBkeWBlq38zTdbf3gYoOcmYtXHl16yXgaeqlUVed56i77yZlZWrGYzr1HiarnosUk0h3v8cep61wr4lWotJVnL06IdaNUVpgRZTSJKkJ0mR6JzilDIvufzz61WTQmMqfU9J86hpAOiW2oA+OIL68/TGc3z4mJr5WDk5ABTptjzrETR6tetCg5apQpw443K/2Kf5tQciY03zOPoqFHUSUNFQCpBJqK1E+QErNNljVvPMYLdOK0E1ahB37NyYVHU00EJmjrV2ufpKUFa3nkOHbJWFoDW0UAgPXbftMjLo6+sDXm91pr0iKYRopkqrwQFg3RXplMna2SJpwTx2FF+sRyX6LnONpt45nD8RNdJJYh5Y7Ob00+P/XlFVYK0HCPYwWmnRQfbdruV+FoMq9xji7jdwJAhyv/p0O937kxNNrX6dbODczMyM4H331f+F+uGE3PGGTOUBQwWWiQ317hH2/JOWihBb775Jpo0aYKsrCycddZZWFJOVdBAgPp5Z24hnTqEyAYcppQ54eYwXZxCMMJhJUArH/39rbfowf+337ZXHi2PNFaSyE4QH9OCcfCgufJ4vepDoOkGcxfOBsg2beiEwYpDzAB1F8sHEBbN4XglyOp+pUYNZQDUepbdZRbLcYldO0FaQWHTdSfIib43Vv/phCk2QL3kORWbj+GUEvTtt9EBWcNh+5yZlAeysoCePe3dCRJJByWod297gl6nK45PVT/77DOMHj0ajz32GFasWIEOHTrgwgsvxL59+5wWLWGCQRqHhq3qO6UIsEGRTZyWLLF3J4gQe+3i9WTgCYejvUytXUs7oZo17YtRwweJZQwbBjRpQt8vXGiPHInWA7aLZhZerzr6vAiLiwPYt1rJwwYFNkC6XHR3yKpdshdeAO6/P/r5DD76u9VMngy89pr+5065TdXbCRLPHlqB1mIBv1vGK0F2TijSZScoFlY7RtBTsM4+27pnGkXLHM5J0kkWJ7n4YupSHdCuP6+/bo8cYltN10XBfzOOK0Evv/wybrnlFtxwww1o06YNJk6ciJycHEx2wpVLijCTFisjyxuhZUt6+JIpQcuW2ReEk5FunW04rExU+HKxW86TT46+9vbbysq7VQO33k6QU/AuXLXgVzGZhyc7YfWiTh21cmL38xn9+9NXu3Y9YnkNtHtnWTSH489THD0K7N9vvQxarmpZHonOCexcbXe71c92aicoFlqeysxETwmyw2FGPJzaCdLDSvfpRmBBfJ32Fjd0qNJOtepmq1b2yJEOO0EMvTN9PP/8Y70cduPoVNXv92P58uV46KGHItfcbjd69eqFhTpL4mVlZSgTDnH4fD54uVmD2+2Gx+NBKBRCmKvhHo8HbrcbwWAQhOs5410PCLM19qyg0MMGAt4T7lqDAHwIhQInFCMfwuEwQpwm4nK54PV6DV9PNE3NmnkxdqwLWVlhtG/vQr16QYTDHgAuAC7DadK7Hi9NtWq5sH27eqadapoSKadjxzx44AFX5LnFxYDH4wLghstFTuQDAAQRCJBImgCo7mNmOQHuE3K7EAqFoV6DCALwRp6daN2LV04AwRtvuPDVVwQulwuHDrm5tGqPjOzZVpST1+tFWVkYZWUEWt1QKBQCIW4ALni9AZXCZEd7IoSWR1ZWAE89BYTD5vQRxtqTDy5XMJIv4XAYZ51Fr4fDAQSD5vQRRsopFHIB8CIcZuUB/PQTbTv0czdovU68jzBaTgCbKdA207RpKHJt9+7wCeWIymtWXy5ep7s76nbictG2Q0gQLhc//gROnHeztpxoPQHCYSU//P4g3G6PZnkk25fHvk7zJBQKnejjoqGmrwSBgPJcM8uJiqce03w+HwYNCuO888KR/t3qMTf6ug/hcPBEHeb72/hp0rqeenvyweOhdcXeuZEv8tsWLUIAvCgupvXBzrnRk0+68eijnhP3QuR627bABRd4MHNmdBnFKo/Uy8kHl0tpu/R7NF+cmMP+8QdAiH6aAKBOHWUstr89JZ4mnwGt31El6MCBAwiFQqjDomadoE6dOli/fr3mb8aPH49x48apro0cORL9+vWL/N+wYUO0bdsW69atw07m4xZA8+bN0bx5c6xatQoHDhyIXG/bti0aNmyIRYsWoaioKHK9c+fOyMvLw9y5c1UZ27VrV2RlZSE/P18lR6tWPXHyySEsWPAbgJ6YPTsfGRle9OrVC4cOHcKyZcsi383NzUW3bt1QUFCAtcydG4C8vDx07twZW7ZswebNm5NO06hR7eHx1Mfy5SvRvv1R5OeX4ciRs+H3ZwHIMpymnj17orS0FL9xwY683vhpuv76fXjqKfVp2VTTlEg53XRTJlq1OhMZGRlYtGgRACArK4Qvv+xxYiCgVX/Dhj+Rn787kiYAqjwws5yA5jh+vBhAJezZswdA/cjnq1evAHBm5NmJ1r145dS69UrUrEmXvnJycvD++51w000srX2gBXuGFeUUCnXDxo3/ICvrEICzop69bdsWBINNAPgwb14+F9zVnva0ceNfANpH8sCsPsJYe+qDjRtXAjgDALg09cH8+XPQsGF1U/oII2lataoagM7YseMfFBXVRFZWFtjENz8/H9u3twQhTVFUVJRwH2G0nHr0oNF69+2jbWbbth0AaACjgwePoFatIwCaIT8/39JyEtvJihWLAJyLpUsX4dxzu0Wuz5uXf8J80py+XC9NTJ5NmzYCOOWETKtRpcqpCAY9pvXlscuJyrBu3Tq05aIqV61ahi5d9mH69JPg8wElJQHk5/8aN03JlFNRURBAduQzlqaTTjqEvXuXgf3E6jE3Ok19sHLlCjRufDIAagfNy2/2mBs/TX2we/dOAI1tnRv9/DMQDNI0/fnnJgCn4/hxF+bOnWvr3KhzZ5oHAN1x4dP0n//kYebMzgBg+dxISVMfbN++BUCLyPdKS4uRnz/fsTlsrDQB1s2NrEpTnz7acxseFyF6m8nWU1BQgAYNGuD3339Hly5dItfvv/9+zJ07F4sXL476TTrvBLHr+/YFUbeuD35/ICKf3TtBWte7dvWgQwcX3nvP+p2g7dtDaNZMrYWHQs6uDBQXA9Wq+bBwIUGXLnQ1++OPgxgwQNkJcrkQKTcxTamWk8fjRufOBMuWuXD11WF8/jmd2RMCFBQE0aCBN/Jsa3YYFNlnz/aid2+a1owM7dUSJosV5XTyyV5cf30YPXoQ9O4dvRYzdmwIjz/uhtvtUpVHrDSZ2Z527gzipJOiy8OOnaCMDB9WrgygZUsXcnK8qutHjwaQnW3fStvPP7tw2WVe3HlnCK++6j7xHNp2/P4AHn7Yja++cmPzZut2gjweD1wuYNCgMD75xI0XXwzh3nvp6ulVV4Xx4oshNG1K+1sry0lsJ+vXB9C6tQ+BQBBerxcul7o/sXpFNCPDB0KAt98O4vbbqbxffx3E/v0e3HKLPTsMjRt7sXu3C8FgKFJOAFC7NsG114bxyisefPABMHkyQX6+NTtBU6cCN9yg7ifSYczNyPBh5swg2rd3o04d2nZ4Ge3eCcrI8OG770K49FLn5kbffhvClVd6I3lhdzn5/UBurg/ffQf066dcnzPHFRmHxPHGqnJi5XHZZcpOULNmBOvXO7MTFC9NVs6NKuxOUF5eHjweD/bu3au6vnfvXtTlT0ZzZGZmItOgQSmdeEZv0fMKk5Hrehmpdz0ryxf1udvtPrEtribR66mmid0y0TRpXY8le1aWfWmKJSN/nVWb7GzFTC8z06uykx4zJvG0JpIm14lZgvibrCyvZhqsKqd27YBXX6Xf37uXnn2Jdy8zy8nnAwjxqOz5K1UCjh9nv6UTqjPPNKc8Ei2nhg292LMn+tlm9RHx0pSd7YsEGOSvZ2X5IueF7GhPyjk6ZYLLf84e43JZW07sMwC45x4P3nsP2LAB8HjcyMx0R+QxkiYzrgNApUq+qGcNGhT9XOvLiV6/5BLA5aIm2XrlQb9vXjk1awbs3o2odLhcLvh89NqQIcDQoS5omd2aUU5sniV+lg5jbkaG+jta8ttRToysLJoOp+ZGfH6w79hZTuqgxsp13vGP1XMj/npmpiivS3U/p8rJyjrpVJr0cPQIZUZGBjp16qTavgqHw8jPz1ftDJU3dEyj0wK7DsQ7ffBeC1YuvLexv/9Wf+fpp62VgZ/08/2DTju3jLp1gbvuou9r17b32QB1TX7ddWrnCCpLnxNobAbbhpZiaBd6/bjdfQurr48+qv15zZpAw4b2yKLVp7hc9h0m/ugj9f9iGa1ebY8cIqWlam+GdtYRMU8YfFlZPRaks6t9l4u61X/jDaclodg9zojY1VbjITqKOv10YNUq++VI57liRcHxKjl69Gi89957mDp1KtatW4fhw4fj+PHjuOGGG5wWLWnStWJX1IB1DNYB896b7IqYDdAVUVYGohvxdK0zVnHhhTT2jt+v/Xm6TmrsQk8JsnsSwawW+JXSTz9V3t99NzBzpj2y9O0LbN9O3/OxgypVsseb07XXIrI7B0S7wm7f3noZtLj8chrwELDfO5yW6/CtW2m5ZGXpK0lmIgYaTifcbirbHXc4LQklXZQgFhLCKUQlyOUCqlWzXw5+3B8zxv7nS9JACRo4cCBefPFFjB07Fh07dsSqVaswffr0KGcJ5Yl0ndDaFScISM9JLOuA+Z0grbg9VjFliloJ4nF6cHKKTp2ou1KRdKw/dpIukzotF8PNmyvvPR774uJ4PECjRuprPh+Nbq7jR8d0+HbrdBkx1/ENG9KQCID9O0FaSlBuLm2/LhdVHK0m3ZUgxk8/OScHw+l+leWHk8E5b7yRmoOLOJE36TpXrEg4rgQBwB133IHt27ejrKwMixcvxllnRXuLKk+ky5aviJ1KUDruOrG080qQ3XLyZyhCISXSerooQXabnzVqpJjlSRS0JnW9e9svh1Z8MacmnHxbZe/tbjeEALVq0fdOT2BYbDGe55+3d/zJzo6ul15vdFwyK8nNBZo1s+dZicKPt337OicHw+m5CXu+uJhhJ++/r71z7ETesD5k/Hj7ny2hpMnU69+F04OjHnYqQemMncEMRX78kZ59qV4d+Owz7QCuTnLmmfY/U++sR0VGS9FgJk920qgRcNFF6mtt2wKc51Pb4IMasgn2SSfZL8Njj9HJf7osXPCsWGHv+ONyRddLn8/e9nvTTcD119v3vERIl36d4bQ87PnTpjkrhxZO7gTdfTfw/ffAsWP2y2AUHV9l5Z40a6L/DtJ1AmenqYRoX3vvvfY81wheL8COnNldVrVr01XL6tXp/2yymw51pmNH5f28eY6JASA98sNJnI6ozjjjDKq487jdwMkn2y+LGNn93nuBxx+3Xwa3m5rUpNtiF8sfpye6du8Eud3OLmzFIt36MaflSQdzOD3szptx44AWJ0IEud3AgAHA66/bK0Mi7N7ttATWIJWgCoSdh2bFQemFF+x5bjwWLqSvb73lrBwMfsX/vPOckwNQezCycyIld4KiScdJgtOI5nBut/31hClBgPPKhggzXXRaOWNKkKi0VkScLgueDz4ATjnFWRnSuV+3uz2PHaucSU63vqQikYYb+hKrCIXSq1N2grPPpq9ZWdTTVF6es/LwStCvv+p/zw74uuFkp5yRkZ6mRnaSzpMFpxB3FpzIo3A4/cvGybZbVIRInCJJek1utRzQSBScrLOyvThHBZ9qVCycUILWrXN+9UkPJw9nAsCllzrnVlcLvm442SmvXu28C1Un2bHDaQnSE35noX9/Z86vAek7YWHt18mFLt5bXDo6x5FI9HBSYU3XPqUiIJWgCoTdShAhNA6P9HyizXffOS2BGqd2gkQPZPXrp6+Nvx3Yfdi/vMBPqp991jk50ml1n4e133SQz+2WShAg86A8IXeCKiZSCapAvP22/ROsnBzgwQftfaYkOZxSgkSvhRXdFE6iTbpMKNNBydAiHXaCGE2a2BuDLV1JlzqbLqRzfjiliFx2mTPPlVDkdKMCccEFTksgSWecMoc7/XSgtFRbDomEkS4H7Xkl6NNPnZNDJJ12gmbMkO0YSO9Jv0SNU+3m22+dea6EIpUgiUQCwFnHCMwb2tlny50giTbpogTxCwQDBzonh0g67QQ5FVA33ZBKkJp0zg9pklYxkdMNiUQCID28wzEX5hIJj51xZ+KRLnKIpNNOkISSrnVFEo1Ugiomsru0iMGDnZZAIkkMfsCWA4IknUgnJShddqREpBKUfqRLnZXER7abioksdouYOtVpCSQS49SqBeTmKv/LAUGSTrjd6aN8pOvENp3M4STA008DJ5/stBTpRbq2HUAu/FVUpDmcRCLBvn3q/6USJEknXC6pBMVD7gSlF2PGOC1B+pGubQeQSlBFRSpBEokkCjkgSNKJdIk7M20acNppTkuhjdwJkkiSRy4eVEykEiSRSKKQA4IknUiXnaB+/ZyWQB+m/Bw86KwcEoke6bCQoYdc+KuYyKmORCKJQg4IknTi/POBxo2dliK9YUpQgwbOyiGRlEfkmFcxkTtBEolEIklrpk1zWoL0hylBTZo4KoZEokv9+kCXLk5LoY20fqiYyGKXSCRRyHMFEkn5grXZzExn5ZBI9DjlFOD3352WQhu5E1QxkUqQRCKJQkZ8l0jKF0wJkm1XIkkcuRNUMZHFLpFIovBKQ1mJpFzh8QAffCAncxJJMsidoIqJ7C4lEomKzz8Hatd2WgqJRJIIHo9cvJBIkkUqQRUT2WVKJBIVAwY4LYFEIkkUj0eawkkkEkkiyJ0giUQikUjKOXInSCKRSBJDKkESiUQikZRz5E6QRCKRJIZUgiQSiUQiKefInSCJJDV++slpCSR2I5UgiUQikUjKOXInSCJJjb59nZZAYjdSCZJIJBKJpJzToAGQl+e0FBKJRFJ+sEwJevrpp3HOOecgJycH1apV0/zOjh07cNFFFyEnJwe1a9fGfffdh2AwaJVIEolEIpH8Kxk0CDjtNKelkEgkkvKDZRbEfr8fAwYMQJcuXfD+++9HfR4KhXDRRRehbt26+P3337F7924MHjwYPp8PzzzzjFViSSQSiUQikUgkkgqOixBCrHzAlClTMGrUKBw5ckR1/eeff8bFF1+MgoIC1KlTBwAwceJEPPDAA9i/fz8yMjKsFEsikUgkEolEIpFUUBzzJbNw4UK0a9cuogABwIUXXojhw4fjzz//xGk6+/plZWUoKytTXfP5fPBybnHcbjc8Hg9CoRDC4XDkusfjgdvtRjAYBK/7xbseCARUz2PPEk339K77fD6Ew2GEQqHINZfLBa/Xa/i6TJNMk0yTTJNMk0yTTJNMk0yTTJNMU/w0+Qx4inFMCdqzZ49KAQIQ+X/Pnj26vxs/fjzGjRunujZy5Ej069cv8n/Dhg3Rtm1brFu3Djt37oxcb968OZo3b45Vq1bhwIEDkett27ZFw4YNsWjRIhQVFUWud+7cGXl5eZg7d64qY7t27YqsrCzk5+er5OjZsydKS0vx22+/Ra55vV706tULhw4dwrJlyyLXc3Nz0a1bNxQUFGDt2rWR63l5eejcuTO2bNmCzZs3yzTJNMk0yTTJNMk0yTTJNMk0yTTJNCWQpj59+iAeCZnDPfjgg3juuedifmfdunVo3bp15H89c7hbb70V27dvx4wZMyLXiouLUalSJfz000/oq+OrUO4EyTTJNMk0yTTJNMk0yTTJNMk0yTTJNOnJbmQnKCElaP/+/Th48GDM7zRr1kx1nkdPCRo7diy+//57rFq1KnJt69ataNasGVasWKFrDieRSCQSiUQikUgkqZCQOVytWrVQq1YtUx7cpUsXPP3009i3bx9q164NAJg5cyaqVKmCNm3amPIMiUQikUgkEolEIhGx7EzQjh07cOjQIezYsQOhUCiy49O8eXPk5uaid+/eaNOmDa6//no8//zz2LNnDx555BGMGDECmZmZVoklkUgkEolEIpFIKjiWucgeOnQopk6dGnV99uzZ6NGjBwBg+/btGD58OObMmYNKlSphyJAhePbZZ1XneyQSiUQikUgkEonETCyPEySRSCQSiUQikUgk6YTbaQEkEolEIpFIJBKJxE6kEiSRSCQSiUQikUgqFFIJkkgkEolEIpFIJBUKqQRJJBKJRCKRSCSSCoVUgiQSiUQikUgkEkmFQipBEolEIpFIJBKJpEIhlSCJRCKRSCQSiURSoZBKkEQikUgkEolEIqlQSCVIIpFIJBKJRCKRVCikEiSRSCQSiUQikUgqFFIJkkgkEolEIpFIJBWK/wf6k+3ZpVre+gAAAABJRU5ErkJggg==",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "columns_viz(datasets[6], color= 'blue')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 78,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "amiata_pred = water_spring_amiata\n",
+    "\n",
+    "amiata_pred['Date'] = pd.to_datetime(amiata_pred['Date'])\n",
+    "amiata_pred = amiata_pred.set_index('Date')\n",
+    "\n",
+    "\n",
+    "rainfall_amiata = [col for col in amiata_pred.columns if 'Rainfall' in col]\n",
+    "temperature_amiata = [col for col in amiata_pred.columns if 'Temperature' in col]\n",
+    "\n",
+    "amiata_pred['rainfall_mean'] = amiata_pred[rainfall_amiata].mean(axis = 1).values\n",
+    "amiata_pred['temperature_mean'] = amiata_pred[temperature_amiata].mean(axis = 1).values\n",
+    "amiata_pred = amiata_pred.drop(['Depth_to_Groundwater_S_Fiora_8', 'Depth_to_Groundwater_S_Fiora_11bis',\n",
+    "                          'Rainfall_S_Fiora', 'Rainfall_Vetta_Amiata'], axis = 1)\n",
+    "\n",
+    "amiata_pred = amiata_pred.interpolate()\n",
+    "\n",
+    "amiata_pred = amiata_pred.reset_index()\n",
+    "amiata_pred['Year'] = amiata_pred['Date'].dt.year\n",
+    "amiata_pred['Month'] = amiata_pred['Date'].dt.month\n",
+    "amiata_pred['Day'] = amiata_pred['Date'].dt.day\n",
+    "amiata_pred = amiata_pred.drop('Date', axis=1)\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 79,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_82028/3048102520.py:15: FutureWarning: DataFrame.fillna with 'method' is deprecated and will raise in a future version. Use obj.ffill() or obj.bfill() instead.\n",
+      "  y_train_amiata = y_train_amiata.fillna(method='bfill')\n"
+     ]
+    }
+   ],
+   "source": [
+    "targets = ['Flow_Rate_Bugnano', 'Flow_Rate_Arbure', 'Flow_Rate_Ermicciolo', 'Flow_Rate_Galleria_Alta']\n",
+    "y6 = amiata_pred[targets]\n",
+    "x6 = amiata_pred.drop(targets, axis=1)\n",
+    "\n",
+    "x_train_amiata, x_test_amiata, y_train_amiata, y_test_amiata = train_test_split(\n",
+    "    x6, y6, test_size=0.2, random_state=42, shuffle=False\n",
+    ")\n",
+    "\n",
+    "# Step 1: Remove rows with NaNs in the test set\n",
+    "x_test_amiata = x_test_amiata[y_test_amiata.notna().all(axis=1)]\n",
+    "y_test_amiata = y_test_amiata.dropna()\n",
+    "\n",
+    "# Step 2: Impute NaN values in the training set\n",
+    "# Using backward fill as it's a time series data (assuming recent past is a good estimate for missing values)\n",
+    "y_train_amiata = y_train_amiata.fillna(method='bfill')\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 80,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<style>#sk-container-id-6 {color: black;}#sk-container-id-6 pre{padding: 0;}#sk-container-id-6 div.sk-toggleable {background-color: white;}#sk-container-id-6 label.sk-toggleable__label {cursor: pointer;display: block;width: 100%;margin-bottom: 0;padding: 0.3em;box-sizing: border-box;text-align: center;}#sk-container-id-6 label.sk-toggleable__label-arrow:before {content: \"▸\";float: left;margin-right: 0.25em;color: #696969;}#sk-container-id-6 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-container-id-6 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-container-id-6 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-container-id-6 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-container-id-6 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-container-id-6 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: \"▾\";}#sk-container-id-6 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-6 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-6 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;}#sk-container-id-6 div.sk-estimator {font-family: monospace;background-color: #f0f8ff;border: 1px dotted black;border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;}#sk-container-id-6 div.sk-estimator:hover {background-color: #d4ebff;}#sk-container-id-6 div.sk-parallel-item::after {content: \"\";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-container-id-6 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-6 div.sk-serial::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: 0;}#sk-container-id-6 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: white;padding-right: 0.2em;padding-left: 0.2em;position: relative;}#sk-container-id-6 div.sk-item {position: relative;z-index: 1;}#sk-container-id-6 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;position: relative;}#sk-container-id-6 div.sk-item::before, #sk-container-id-6 div.sk-parallel-item::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: -1;}#sk-container-id-6 div.sk-parallel-item {display: flex;flex-direction: column;z-index: 1;position: relative;background-color: white;}#sk-container-id-6 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-container-id-6 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-container-id-6 div.sk-parallel-item:only-child::after {width: 0;}#sk-container-id-6 div.sk-dashed-wrapped {border: 1px dashed gray;margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: white;}#sk-container-id-6 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;}#sk-container-id-6 div.sk-label-container {text-align: center;}#sk-container-id-6 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }` but bootstrap.min.css set `[hidden] { display: none !important; }` so we also need the `!important` here to be able to override the default hidden behavior on the sphinx rendered scikit-learn.org. See: https://github.com/scikit-learn/scikit-learn/issues/21755 */display: inline-block !important;position: relative;}#sk-container-id-6 div.sk-text-repr-fallback {display: none;}</style><div id=\"sk-container-id-6\" class=\"sk-top-container\"><div class=\"sk-text-repr-fallback\"><pre>XGBRegressor(base_score=None, booster=None, callbacks=None,\n",
+       "             colsample_bylevel=None, colsample_bynode=None,\n",
+       "             colsample_bytree=None, device=None, early_stopping_rounds=None,\n",
+       "             enable_categorical=True, eval_metric=None, feature_types=None,\n",
+       "             gamma=None, grow_policy=None, importance_type=None,\n",
+       "             interaction_constraints=None, learning_rate=0.04, max_bin=None,\n",
+       "             max_cat_threshold=None, max_cat_to_onehot=None,\n",
+       "             max_delta_step=None, max_depth=2, max_leaves=None,\n",
+       "             min_child_weight=None, missing=nan, monotone_constraints=None,\n",
+       "             multi_strategy=None, n_estimators=200, n_jobs=None,\n",
+       "             num_parallel_tree=None, random_state=0, ...)</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class=\"sk-container\" hidden><div class=\"sk-item\"><div class=\"sk-estimator sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-6\" type=\"checkbox\" checked><label for=\"sk-estimator-id-6\" class=\"sk-toggleable__label sk-toggleable__label-arrow\">XGBRegressor</label><div class=\"sk-toggleable__content\"><pre>XGBRegressor(base_score=None, booster=None, callbacks=None,\n",
+       "             colsample_bylevel=None, colsample_bynode=None,\n",
+       "             colsample_bytree=None, device=None, early_stopping_rounds=None,\n",
+       "             enable_categorical=True, eval_metric=None, feature_types=None,\n",
+       "             gamma=None, grow_policy=None, importance_type=None,\n",
+       "             interaction_constraints=None, learning_rate=0.04, max_bin=None,\n",
+       "             max_cat_threshold=None, max_cat_to_onehot=None,\n",
+       "             max_delta_step=None, max_depth=2, max_leaves=None,\n",
+       "             min_child_weight=None, missing=nan, monotone_constraints=None,\n",
+       "             multi_strategy=None, n_estimators=200, n_jobs=None,\n",
+       "             num_parallel_tree=None, random_state=0, ...)</pre></div></div></div></div></div>"
+      ],
+      "text/plain": [
+       "XGBRegressor(base_score=None, booster=None, callbacks=None,\n",
+       "             colsample_bylevel=None, colsample_bynode=None,\n",
+       "             colsample_bytree=None, device=None, early_stopping_rounds=None,\n",
+       "             enable_categorical=True, eval_metric=None, feature_types=None,\n",
+       "             gamma=None, grow_policy=None, importance_type=None,\n",
+       "             interaction_constraints=None, learning_rate=0.04, max_bin=None,\n",
+       "             max_cat_threshold=None, max_cat_to_onehot=None,\n",
+       "             max_delta_step=None, max_depth=2, max_leaves=None,\n",
+       "             min_child_weight=None, missing=nan, monotone_constraints=None,\n",
+       "             multi_strategy=None, n_estimators=200, n_jobs=None,\n",
+       "             num_parallel_tree=None, random_state=0, ...)"
+      ]
+     },
+     "execution_count": 80,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "params_amiata = {'n_estimators': 200,\n",
+    "            'max_depth': 2,\n",
+    "            'subsample': 1,\n",
+    "            'learning_rate': 0.04,\n",
+    "            'random_state': 0,\n",
+    "            'enable_categorical': True}\n",
+    "\n",
+    "amiata_model_Bugnano = XGBRegressor(**params_amiata)\n",
+    "amiata_model_Arbure = XGBRegressor(**params_amiata)\n",
+    "amiata_model_Ermicciolo = XGBRegressor(**params_amiata)\n",
+    "amiata_model_Galleria_Alta = XGBRegressor(**params_amiata)\n",
+    "\n",
+    "amiata_model_Bugnano.fit(x_train_amiata, y_train_amiata['Flow_Rate_Bugnano'])\n",
+    "amiata_model_Arbure.fit(x_train_amiata, y_train_amiata['Flow_Rate_Arbure'])\n",
+    "amiata_model_Ermicciolo.fit(x_train_amiata, y_train_amiata['Flow_Rate_Ermicciolo'])\n",
+    "amiata_model_Galleria_Alta.fit(x_train_amiata, y_train_amiata['Flow_Rate_Galleria_Alta'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 81,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MAE value (Flow_Rate_Bugnano):  0.11398071945041596\n",
+      "MAE value (Flow_Rate_Arbure):  1.0725810646993872\n",
+      "MAE value (Flow_Rate_Ermicciolo):  1.307132630761674\n",
+      "MAE value (Flow_Rate_Galleria_Alta):  2.2389844914093757\n"
+     ]
+    }
+   ],
+   "source": [
+    "amiata_pred_Bugnano = amiata_model_Bugnano.predict(x_test_amiata)\n",
+    "amiata_pred_Arbure = amiata_model_Arbure.predict(x_test_amiata)\n",
+    "amiata_pred_Ermicciolo = amiata_model_Ermicciolo.predict(x_test_amiata)\n",
+    "amiata_pred_Galleria_Alta = amiata_model_Galleria_Alta.predict(x_test_amiata)\n",
+    "\n",
+    "print('MAE value (Flow_Rate_Bugnano): ', mean_absolute_error(y_test_amiata['Flow_Rate_Bugnano'], amiata_pred_Bugnano))\n",
+    "print('MAE value (Flow_Rate_Arbure): ', mean_absolute_error(y_test_amiata['Flow_Rate_Arbure'], amiata_pred_Arbure))\n",
+    "print('MAE value (Flow_Rate_Ermicciolo): ', mean_absolute_error(y_test_amiata['Flow_Rate_Ermicciolo'], amiata_pred_Ermicciolo))\n",
+    "print('MAE value (Flow_Rate_Galleria_Alta): ', mean_absolute_error(y_test_amiata['Flow_Rate_Galleria_Alta'], amiata_pred_Galleria_Alta))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 82,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1500x500 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1500x500 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1500x500 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1500x500 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "predicted_viz(y_test_amiata['Flow_Rate_Bugnano'], amiata_pred_Bugnano, 'Flow_Rate_Bugnano', 'Water Spring Amiata', water_spring_amiata)\n",
+    "predicted_viz(y_test_amiata['Flow_Rate_Arbure'], amiata_pred_Arbure, 'Flow_Rate_Arbure', 'Water Spring Amiata', water_spring_amiata)\n",
+    "predicted_viz(y_test_amiata['Flow_Rate_Ermicciolo'], amiata_pred_Ermicciolo, 'Flow_Rate_Ermicciolo', 'Water Spring Amiata', water_spring_amiata)\n",
+    "predicted_viz(y_test_amiata['Flow_Rate_Galleria_Alta'], amiata_pred_Galleria_Alta, 'Flow_Rate_Galleria_Alta', 'Water Spring Amiata', water_spring_amiata)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Water Spring Lupa"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 83,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Date</th>\n",
+       "      <th>Rainfall_Terni</th>\n",
+       "      <th>Flow_Rate_Lupa</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>01/01/2009</td>\n",
+       "      <td>2.797</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>02/01/2009</td>\n",
+       "      <td>2.797</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>03/01/2009</td>\n",
+       "      <td>2.797</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>04/01/2009</td>\n",
+       "      <td>2.797</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>05/01/2009</td>\n",
+       "      <td>2.797</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "         Date  Rainfall_Terni  Flow_Rate_Lupa\n",
+       "0  01/01/2009           2.797             NaN\n",
+       "1  02/01/2009           2.797             NaN\n",
+       "2  03/01/2009           2.797             NaN\n",
+       "3  04/01/2009           2.797             NaN\n",
+       "4  05/01/2009           2.797             NaN"
+      ]
+     },
+     "execution_count": 83,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "datasets[7].head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 84,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1500x1100 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "datasets[7]['Date'] = pd.to_datetime(datasets[7]['Date'], dayfirst=True)\n",
+    "corr_plot(datasets[7], 'Water Spring Lupa', (20, 20))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 85,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "columns_viz(datasets[7], color= 'blue')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 92,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Index(['Date', 'Rainfall_Terni', 'Flow_Rate_Lupa'], dtype='object')"
+      ]
+     },
+     "execution_count": 92,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "water_spring_lupa.columns"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 96,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "lupa_pred = water_spring_lupa\n",
+    "\n",
+    "lupa_pred['Date'] = pd.to_datetime(lupa_pred['Date'])\n",
+    "lupa_pred = lupa_pred.set_index('Date')\n",
+    "\n",
+    "lupa_pred = lupa_pred.fillna(lupa_pred.interpolate())\n",
+    "\n",
+    "lupa_pred = lupa_pred.reset_index()\n",
+    "lupa_pred['Year'] = lupa_pred['Date'].dt.year\n",
+    "lupa_pred['Month'] = lupa_pred['Date'].dt.month\n",
+    "lupa_pred['Day'] = lupa_pred['Date'].dt.day\n",
+    "lupa_pred = lupa_pred.drop('Date', axis=1)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 99,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "y7 = lupa_pred[['Flow_Rate_Lupa']]\n",
+    "y7_filled = y7.fillna(y7.median())\n",
+    "x7 = lupa_pred.drop(['Flow_Rate_Lupa'], axis = 1)\n",
+    "\n",
+    "x_train_lupa_filled, x_test_lupa_filled, y_train_lupa_filled, y_test_lupa_filled = train_test_split(x7, y7_filled, test_size=0.2, random_state=42, shuffle=False)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 100,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<style>#sk-container-id-7 {color: black;}#sk-container-id-7 pre{padding: 0;}#sk-container-id-7 div.sk-toggleable {background-color: white;}#sk-container-id-7 label.sk-toggleable__label {cursor: pointer;display: block;width: 100%;margin-bottom: 0;padding: 0.3em;box-sizing: border-box;text-align: center;}#sk-container-id-7 label.sk-toggleable__label-arrow:before {content: \"▸\";float: left;margin-right: 0.25em;color: #696969;}#sk-container-id-7 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-container-id-7 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-container-id-7 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-container-id-7 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-container-id-7 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-container-id-7 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: \"▾\";}#sk-container-id-7 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-7 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-7 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;}#sk-container-id-7 div.sk-estimator {font-family: monospace;background-color: #f0f8ff;border: 1px dotted black;border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;}#sk-container-id-7 div.sk-estimator:hover {background-color: #d4ebff;}#sk-container-id-7 div.sk-parallel-item::after {content: \"\";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-container-id-7 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-7 div.sk-serial::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: 0;}#sk-container-id-7 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: white;padding-right: 0.2em;padding-left: 0.2em;position: relative;}#sk-container-id-7 div.sk-item {position: relative;z-index: 1;}#sk-container-id-7 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;position: relative;}#sk-container-id-7 div.sk-item::before, #sk-container-id-7 div.sk-parallel-item::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: -1;}#sk-container-id-7 div.sk-parallel-item {display: flex;flex-direction: column;z-index: 1;position: relative;background-color: white;}#sk-container-id-7 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-container-id-7 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-container-id-7 div.sk-parallel-item:only-child::after {width: 0;}#sk-container-id-7 div.sk-dashed-wrapped {border: 1px dashed gray;margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: white;}#sk-container-id-7 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;}#sk-container-id-7 div.sk-label-container {text-align: center;}#sk-container-id-7 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }` but bootstrap.min.css set `[hidden] { display: none !important; }` so we also need the `!important` here to be able to override the default hidden behavior on the sphinx rendered scikit-learn.org. See: https://github.com/scikit-learn/scikit-learn/issues/21755 */display: inline-block !important;position: relative;}#sk-container-id-7 div.sk-text-repr-fallback {display: none;}</style><div id=\"sk-container-id-7\" class=\"sk-top-container\"><div class=\"sk-text-repr-fallback\"><pre>XGBRegressor(base_score=None, booster=None, callbacks=None,\n",
+       "             colsample_bylevel=None, colsample_bynode=None,\n",
+       "             colsample_bytree=None, device=None, early_stopping_rounds=None,\n",
+       "             enable_categorical=True, eval_metric=None, feature_types=None,\n",
+       "             gamma=None, grow_policy=None, importance_type=None,\n",
+       "             interaction_constraints=None, learning_rate=0.04, max_bin=None,\n",
+       "             max_cat_threshold=None, max_cat_to_onehot=None,\n",
+       "             max_delta_step=None, max_depth=2, max_leaves=None,\n",
+       "             min_child_weight=None, missing=nan, monotone_constraints=None,\n",
+       "             multi_strategy=None, n_estimators=200, n_jobs=None,\n",
+       "             num_parallel_tree=None, random_state=0, ...)</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class=\"sk-container\" hidden><div class=\"sk-item\"><div class=\"sk-estimator sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-7\" type=\"checkbox\" checked><label for=\"sk-estimator-id-7\" class=\"sk-toggleable__label sk-toggleable__label-arrow\">XGBRegressor</label><div class=\"sk-toggleable__content\"><pre>XGBRegressor(base_score=None, booster=None, callbacks=None,\n",
+       "             colsample_bylevel=None, colsample_bynode=None,\n",
+       "             colsample_bytree=None, device=None, early_stopping_rounds=None,\n",
+       "             enable_categorical=True, eval_metric=None, feature_types=None,\n",
+       "             gamma=None, grow_policy=None, importance_type=None,\n",
+       "             interaction_constraints=None, learning_rate=0.04, max_bin=None,\n",
+       "             max_cat_threshold=None, max_cat_to_onehot=None,\n",
+       "             max_delta_step=None, max_depth=2, max_leaves=None,\n",
+       "             min_child_weight=None, missing=nan, monotone_constraints=None,\n",
+       "             multi_strategy=None, n_estimators=200, n_jobs=None,\n",
+       "             num_parallel_tree=None, random_state=0, ...)</pre></div></div></div></div></div>"
+      ],
+      "text/plain": [
+       "XGBRegressor(base_score=None, booster=None, callbacks=None,\n",
+       "             colsample_bylevel=None, colsample_bynode=None,\n",
+       "             colsample_bytree=None, device=None, early_stopping_rounds=None,\n",
+       "             enable_categorical=True, eval_metric=None, feature_types=None,\n",
+       "             gamma=None, grow_policy=None, importance_type=None,\n",
+       "             interaction_constraints=None, learning_rate=0.04, max_bin=None,\n",
+       "             max_cat_threshold=None, max_cat_to_onehot=None,\n",
+       "             max_delta_step=None, max_depth=2, max_leaves=None,\n",
+       "             min_child_weight=None, missing=nan, monotone_constraints=None,\n",
+       "             multi_strategy=None, n_estimators=200, n_jobs=None,\n",
+       "             num_parallel_tree=None, random_state=0, ...)"
+      ]
+     },
+     "execution_count": 100,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "lupa_params = {'n_estimators': 200,\n",
+    "            'max_depth': 2,\n",
+    "            'subsample': 1,\n",
+    "            'learning_rate': 0.04,\n",
+    "            'random_state': 0,\n",
+    "            'enable_categorical': True}\n",
+    "\n",
+    "lupa_model = XGBRegressor(**lupa_params)\n",
+    "\n",
+    "lupa_model.fit(x_train_lupa_filled, y_train_lupa_filled)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 101,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MAE value:  6.1149520063854395\n"
+     ]
+    }
+   ],
+   "source": [
+    "lupa_y_pred = lupa_model.predict(x_test_lupa_filled)\n",
+    "\n",
+    "print('MAE value: ', mean_absolute_error(y_test_lupa_filled, lupa_y_pred))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 102,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1500x500 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "predicted_viz(y_test_lupa_filled, lupa_y_pred, 'Flow_Rate_Lupa', 'Water Spring Lupa', water_spring_lupa)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Water Spring Madonna"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 86,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Date</th>\n",
+       "      <th>Rainfall_Settefrati</th>\n",
+       "      <th>Temperature_Settefrati</th>\n",
+       "      <th>Flow_Rate_Madonna_di_Canneto</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>01/01/2012</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>5.25</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>02/01/2012</td>\n",
+       "      <td>5.6</td>\n",
+       "      <td>6.65</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>03/01/2012</td>\n",
+       "      <td>10.0</td>\n",
+       "      <td>8.85</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>04/01/2012</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>6.75</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>05/01/2012</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>5.55</td>\n",
+       "      <td>NaN</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "         Date  Rainfall_Settefrati  Temperature_Settefrati  \\\n",
+       "0  01/01/2012                  0.0                    5.25   \n",
+       "1  02/01/2012                  5.6                    6.65   \n",
+       "2  03/01/2012                 10.0                    8.85   \n",
+       "3  04/01/2012                  0.0                    6.75   \n",
+       "4  05/01/2012                  1.0                    5.55   \n",
+       "\n",
+       "   Flow_Rate_Madonna_di_Canneto  \n",
+       "0                           NaN  \n",
+       "1                           NaN  \n",
+       "2                           NaN  \n",
+       "3                           NaN  \n",
+       "4                           NaN  "
+      ]
+     },
+     "execution_count": 86,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "datasets[8].head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 87,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1500x1100 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "datasets[8]['Date'] = pd.to_datetime(datasets[8]['Date'], dayfirst=True)\n",
+    "corr_plot(datasets[8], 'Water Spring Madonna di Canneto', (20, 20))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 88,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAz4AAADGCAYAAAAT4lUxAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8g+/7EAAAACXBIWXMAAA9hAAAPYQGoP6dpAABpeElEQVR4nO2dd3gUVffHv1vTNpUkpNEjzYAgNYAIhN5EQEGR4gsiGIIIIhY6PymC5VUQC1JeKSogUqQIQYKUUA1ID0LAEAKEEkpIstm9vz+uO9nZbJJtye5Ozud59knmTrtn5s7MPfeUK2OMMRAEQRAEQRAEQUgYubMrQBAEQRAEQRAEUdaQ4kMQBEEQBEEQhOQhxYcgCIIgCIIgCMlDig9BEARBEARBEJKHFB+CIAiCIAiCICQPKT4EQRAEQRAEQUgeUnwIgiAIgiAIgpA8pPgQBEEQBEEQBCF5SPEhCIIgCIIgCELykOJDECUwffp0yGQy0W/YsGHOrhZRAQgODi7S9vbs2ePsarklTZs2LXItly9fLtomKysL7dq1g7+/P6ZPn+6UehLOhZ65krl48SIaN26MoKAgfPvtt86uDkHYBCk+RIXA9GNmyW/69OkYO3YsUlNTnV19h9CuXbtSZfb09ET16tUxcOBAJCUlOfT8KSkpmD59uvBLS0tz6PFLIy0trVi5165dW+K+K1asKHbfspLjyJEjmDdvXpkcu6Lxyy+/YOXKlSVu8+mnnyIpKQn379/HjBkzcPHiRbvP++DBAyxcuBC9e/dG1apV4ePjAw8PD4SHh6Ndu3aYNGkSdu7ciYKCArvP5W6kpaWJ3gcpKSnOrhI9c6Uwbdo0pKSk4O7du4iPj0dOTo6zq0QQVqN0dgUIojxITU3FtWvX0K5dO6EsMjKy2NE8w3ZBQUEICgoq+wqWA6tWrcLjx48xaNAgHD58WCjfs2cPQkNDceHCBXz44Yc4cuQIrly5gh9//BEzZszA1KlTHXL+lJQUzJgxQ1hu164dqlev7pBjW0JUVJTZdgAAH3/8MV544YVi912wYEGRspUrV6JFixaIiopydFUBADVq1EBoaGiZHLuiERUVhcjIyBK3YYyJlvV6vV3nXLVqFcaMGYN79+5BLpdj+PDhGDhwIEJDQ3H16lWsW7cOCxYswEcffYSgoCDcvn3brvO5G2lpaaL3QfXq1dGoUSPnVQj0zJWG6TNiukwQ7gApPkSFIDo6GkqluLkrlUpER0eb3d50Wylg6Ph5eXmJyqtVq4bq1aujXr16iIuLQ926dXHt2jUA3NXv+eefR4MGDcq9vo7GcL8N9zYqKgrp6ekAgEOHDmHfvn1o06ZNkf22bduG06dPi7YH+PUsrv0Q7se4ceOwb98+pKSkYNy4cahdu7bNx/rkk08wYcIEYXnx4sUYOXKksBwTE4Pu3bujTZs2GD58OO7cuWNX3QmiPJg+fTpOnz6Nf/75B3PmzIGPj4+zq0QQVkOubgRhhm+++QYDBw50djXKHY1Gg06dOgnLjDEkJiY6sUZlx5gxY0TLH3/8sdnt5s+fj549e6JWrVrlUS3CSYSGhmLv3r24f/8+Zs6cafNxjhw5grfffltYbtq0qUjpMeY///kPnn32WZvPRRDlSe3atXHixAncuXMHr7/+urOrQxA2QYoPQfzLnj17hJiNzp07o27dulbtv379evTq1QsRERFQq9Xw8/NDo0aN8M4774gsBcuXLzcbK2LsfrVjxw6h/NChQ0J59erVRfucO3fObrlNUavVomXT+IOHDx9i3rx56Nq1K2rWrAmNRgMPDw9ERESga9euWLlyZREXiOrVq+PVV18VlbVv377YAOIzZ87gtddeQ3R0NLy8vKDRaNCoUSPMnDkTDx48cIicLVq0QMuWLYXlTZs2FYnrOHbsGH7//XfR6H1x2HJdDKSmpmLw4MEIDw+HWq1GREQEXnvtNYvcn9LT0/HOO++gUaNG8PPzE/bv1asX1q9fX2R7c23vzz//xLhx41CjRg14eHigUqVKGDRoEG7cuCHa11yc2NKlS/Hpp5/iqaeego+PD3x8fNChQwccOXKkyLkN52nWrJnwnGg0GtStWxcjRozAyZMnS5W3NK5fv4433ngDVatWhVqtRkhICAYOHIgrV64Uu4/pc2VPUPvMmTNF93nAgAElbv/GG2+gRYsWorKNGzdi2LBhePLJJxEcHAyVSoWAgAA0adIE77//Pm7duiXa3vDuMv5Vr14dZ8+exQsvvIDKlStDrVajWrVq+OCDD4o80/a0CQNZWVmYMmUKGjduDD8/P3h6eqJWrVoYNWoULl++LNq2Xbt2aN++vajs1VdfLTbxxJ07dzBr1iy0aNECAQEBUKvVCA0NRadOnbB06VKbYqSsfeaKi/EztJNz584Vuf7m2tX27dsxdepU1KlTB56envD390fv3r3NxpImJSVh1KhRaNSoESpXrgyVSgU/Pz80aNAAY8eOLXJdi4tjPHPmDPr374+QkBB4eHggOjoas2fPBmMMBQUFmDNnDp544gl4eHggKioKb7/9NvLy8kqV31x8Y2pqKuLj41G3bl34+PhAo9EgOjoanTt3xty5c3H69GlhW8YYVqxYgY4dOwry+fr6okaNGujSpQs++OCDEp9bgrAJRhAVhMuXLzMAwq9atWqi9b///jsDwC5fvlxkX+P9hg4dKlqXm5vLevXqJazv27cvO3jwIFuzZg3z9fVlAJi/vz/bvn07Y4yx+/fvs+PHjzOFQiHaJz09XTjmq6++KqwbP368UJ6WlsYGDhzIWrRowVJTU1l+fr7V1+HZZ58VyWMsr1arZXXr1hWtP378uGj/s2fPMgCsYcOG7Ndff2WnTp1imzZtYg0aNBD2GTBggGiftLQ0Nm/ePNFxV65cyVJTU1lqairLyckRtl25ciVTq9UMAIuMjGSJiYls9erVzMPDgwFg9erVY5mZmVbLbcDQDn7//Xf2ww8/iOo0evRo0bYDBgxgTZs2NXvdfv/9d7uvC2OMHT58mPn5+QnbJCQksCNHjrDZs2cLMhd3zm3btgn7+vj4sJUrV7JDhw6xF154Qdind+/eLDc3V9gnNTWVJSQkiI775JNPslWrVrGjR4+yzp07C+WNGjViOp1O2Dc9PZ2tXLlStG+VKlXYzJkz2fHjx9k777wjlGs0GpaWliaq76RJkxgANmrUKHb48GF2/Phx9sknnwhyKpVKtmnTJltuK2OMsUuXLrGIiAihDi+++CI7dOgQ++abb5hGoxHVe9myZcJ+5tqn6bW2hEePHhW5Zzt37rT6OC1atGBqtZr997//ZSdOnGAHDx5kr7/+unDMsLAwdunSJWH7nJwclpqaypo3by66/m3atGGJiYlsz549rGrVqqI2Zow9bYIxxk6cOMHCw8OFe7h06VKWlJTEatasyQAwPz8/9scffwjbm2tH8+bNE94H9+/fF7Y9duyYcGyFQsG++OILduTIETZmzBhh35YtW7I7d+5YfH1teeZSU1PZ0KFDRet27NghvLvy8/PZ+fPnWUhICJs1axZLS0sz265q1qzJFi1axI4fP86GDBkilEdGRorkZoy/f2QyGZs6dSo7fvw4O3z4MJsyZYroHh8+fFjYXqvVstTUVNa3b1/RORs0aMB27NjBEhMTWWhoqFA+ZcoUNmLECLZu3Tp28OBBVqdOHWHdiBEjSm0jpt/Kn376iXl6egrrx40bxw4cOMD279/PBg4cyACw5557Tth+/PjxwrbPPfcc27t3Lzt16hTbsGEDa9KkCQPANmzYYPF9JQhLIMWHqDCYKj4AmIeHh/BTqVQ2KT7GH2CNRiPqxM+aNUtY5+Pjw65cuSKs69Chg7AuJCSEFRQUMMb4BzQgIEBYV7VqVabX6xljjOl0OhYeHs4+/fRTm6+DOcVHr9ezixcvspdeekkol8vlbM6cOUX2v3TpEqtTpw47c+aMqPzPP/8sscO3bNmyUjuW586dE+4DALZo0SJh3bBhw4Ty559/3mb5jRUfrVbLqlSpIhzX29ubZWVlCXIqFAr2ww8/mL1upvW35bro9XqRolm7dm3Rvj179iz2nFeuXGHe3t7CupkzZwrrHj9+LOrom3Z0p02bJjruZ599JqwzDAAYfrt27RLta7q+T58+wrrc3FxRx3Hy5MmifT/++GNRx8fAm2++KewTFRUltHdrMe6g+/r6ihQ+4+fUVPFhzLL2WRqnTp0q8o45ffq01ccZMGAA+/DDD4uUN2rUSDjuoEGDiqw3baMpKSnCOuN77uHhwR4+fCja19Y2kZ+fz2rVqiWse+GFF4R1y5cvF8ojIiLY48ePiz2m6f1gjLEHDx4ISg8A9p///Ee0Pjo6WljXq1evEq5oIfY8c6dPnxate/PNN0X7btmyhXl7e7O7d+8KZabtaty4ccI602/SkiVLRMcbP348e+ONN4rI8Nxzzwn7tG7dush6UwVty5Ytwrrhw4eL1i1cuFBYZ/y9UqlURRQx0zZi/K1MTU0VPfum38mCggLWsGFD4fnPyckRbX/y5EnR9jdv3mRKpZIUH8LhkKsbUWGJiIhASkqK8FuyZInVx7h79y6++uorYblhw4ai5AHNmzcX/n/06BG++OILYdk4i9itW7cEl4nffvsN9+7dE9ZdvXoVycnJAID9+/cjMzMT/fv3t7quxVGnTh2o1WpER0djzZo1CA4OxnvvvYfTp0/j3XffLbJ9jRo1cO7cOdSrV09UHhMTI1retWuX1XVZtGgRtFqtsPzUU0+ZPf4vv/yCq1evWn18U5RKpSjWJycnB4sXLwbA0xtXqVLF4mtty3U5cOCAyF2xWbNmom1bt25d7Pk+//xzUTpZY7c9T09PUUKKr776StSmTDFO6mCa/ezEiRPF7me6r8Elqrh9x48fj19++aXIMYyvUXp6Os6fP1/iOc2Rnp6O3377TVhu2LAhPDw8hOWSrqWjMHeNPT09rT7ODz/8gPfff79I+ZNPPin8X9rzpdFoRM+P8X3Ny8sr9Rpb2iY2b96Mv//+W1gu7pnNyMjAunXrSjynKcuXL8f169eFZeM2Doifl82bN4vcqIrDnmeufv36ohjIpUuX4v79+8Ly4sWLMWDAAAQEBBR7DGuetY8//hiLFi0qcgzj63rw4MFS00q3atVK+N80a11x67RaLS5cuFDicY1ZuHChyD2ud+/eovUKhQLx8fFC+3j48KFo+4kTJyIpKQn5+fkAgJCQECQlJZXLc0tULEjxISosKpUKdevWFX5Vq1a1+hiHDh0S+ZebflRMl//44w/h/759+0KhUAjLhk7Bjz/+iLi4OGg0GmHdTz/9BABYu3YtWrZs6dAUyr/++is2btwoxDRlZWXhhx9+KNFv/ujRoxg2bBjq1q2LgIAAIQ7HGNM4BEswKHgGjDsQ/v7+wv+MMezfv9/q45vjtddeE2UnWrhwITIyMrB06VK8+eabontUGtZel+PHj4vWhYSElLhszL59+0TLJbU9rVZb5NoaExgYKPyvUqlE60qLqTLe13R/0311Oh2+++47dOnSBVFRUdBoNPD09MTo0aNF29nSdv7880/RsjXX0lGY6/Dm5uZafZx79+5h5syZiI2NRWhoKLy9veHp6Yk1a9YI25R2jUq6L4B197WkfS19ZgHx+88SrGnjlh7fnmcO4Nn/DDx48ADfffcdAB5fs23bNowaNarE/a151h4/foxPP/0Uzz77LMLDw+Hj4wNPT0/MnTtX2Eav15caC2h8TtMYzpLWPXz4sMTjGnPw4EHRsrmpCkaOHCmkMA8JCUG1atWEdTt27EC7du0QEBCATp06YdGiRWjYsGG5PLdExYIUH4L4l3bt2oExZtXcMqYfHNMPh+mycdra0NBQtG3bVljesGEDcnJysHHjRgwZMgTdu3cX1q1btw46nQ7r168vcb4ZW4iOjkb37t2xfv16IdXz5cuX8fzzzxcJcAV44HXLli2xYsUKnD9/HsOHD8f+/fuLTECo0+msrsvdu3dFy08//TQ8PT3Ndo6NE0bYQ2BgIIYMGSIs37hxA927d4dKpcKIESMsPo4t1yU7O1u0zrS9lKR02dP2TJHLi/8UsFLm6rBm34EDB2LEiBH47bffkJubi2+//RbHjx8vkkXNlrZjz7V0FIZEAMYYWywsITs7G82aNcO0adOQnJyMqKgobN68GSkpKaJR9NLmGSrpvgCOu6+mz+y4ceOEZ9bYQgVY/8w6so0bsLeddOvWTZTq/IsvvoBer8fXX3+NRo0aiaz85rD0umq1WsTFxWH8+PHYu3cvvLy88MMPPyAlJaWIcmXL82IJpbURY0yvvSWWzlWrVhWxej1+/Bi7du3CmDFjUKdOHYdMJEwQxkhvshKCKEeM3XoACGb64pZNJ0Pt378/fv/9dwC8w/3BBx8gNzcXzz33HDw9PQVLT3p6OhYsWICMjAz069fP0WIA4G4cw4YNE1z+Ll68iC+//BJvvfWWaLvJkycLH9qnnnqq2DTQtmA6Yr5+/fpi58px5Ejgm2++ia+++kr40J84cQKTJk0qYq0pCVuui+mIuGl7KalDU6lSJVGnwNq2V94cO3ZM5Or0wQcf4KWXXgIA0YS6tmLPtXQU3t7e6NSpE7Zs2SKU/fnnn4iLiyt2n127diEtLQ3t27dHrVq1sGTJEtF9/e6779C4cWMARWV0BUyf2ffeew8vv/yy2W2tnffF3verOextJzKZDAkJCUhISADAB4nWrl2LpUuXYtasWaWe31I2bdoksqJ8/PHH6NWrFwAgODjYYedxFKYWRkssna1bt0Zqaip+/fVX/Prrr9i7dy8uXbokrM/IyMAHH3yAH3/80eH1JSouZPEhCDto0aKFyF3h5s2bovWmy88884xouW/fvqIRwM8//xydOnWCv78/evToIYoXmjZtGlq0aGGTS56lTJs2TTRSN3v27CLuF8ZpV43jWSzpMJSG6Wipj4+PyB2xbt26YIzh6NGjpR7LGurUqYNu3boJyyqVSujYWIot16VJkyaiZVP3pZLcmUzbUkltT6VSFYmPKG9M0/XWr19f+N8RSsnTTz8tWrbmWjqSqVOnitr62rVri902NzcXL774IkaPHi1Yisr6Ojka02dWJpMVeWZDQ0Nx9OhR0bvEkveBNW3c3PbmsOeZMzBs2DCRAvX666/j8ePHxSp8tuBu7cA4VgiASIEx8M033wixa/n5+Zg8eTKys7PRv39/LFu2DH///TeOHDmCypUrC/v89ddfZVtxosJBig9B2EFgYKDI7eDkyZOikS7jkWwfHx+MHTtWtH9YWJjoY63X6wVXNh8fH3Tt2lVYl5eX53A3N1OioqIQHx8vLGdlZeGTTz4RbWPsmmDc8ShtTiE/Pz/RsmGk9ZtvvkFgYCAePHiAUaNGiVxNjIPVDbz55puYNGlSkePZy9tvv41atWqhVq1aGD16dBEXjNKw5brExsaKOjSmCt2BAweK3TchIUE0gm7c1nJzc0UdhlGjRpUYcF0emF5Pa9qOpcc3fl7++usvkatmSdfSkTRr1gwLFiwQlg8fPizEgZgyadIk3L17F6NHjxbi9sr6Ojma3r17o0qVKsKyuWd28eLFGDx4sMh1qrj3wfbt2xEQEIDTp09j6NChCA8PF7YxtQwazxXVq1evIq515rDnmTOg0WgwfPhwYTk7OxuvvPKKVRbi0nC3dpCQkCBy89y8ebNo/f379/H+++8LSWny8/Px4YcfYsWKFaLtmjZtKlKiIiIiyrDWRIXESdnkCKJcSU1NZXv27BGl4oyMjDQ7j4wxt2/fZqmpqaL9+vbtK9rHdB6ffv36seTkZLZmzRohpbCfn58wj48pCxcuFKUQNU6FumrVKtG5TedFsYb09PQic30AYHv27GGpqalMq9UyxhjLysoSzXHh6+vLUlJS2D///MMYE6c0VSqV7H//+x9LTk5m3bt3N3udDMe9fv26MD8PAPbGG2+wY8eOsSZNmrB69eoJ9Vy8eLEwx5FKpWIffvghO3r0KPvjjz/YK6+8wjw9PdnWrVutlt8wx4WhHRjmETLUz9rrZrq/rdflyJEjous9duxYdvToUTZ37lzRnBiGcxrP92Q8j49Go2GrVq1ihw4dYv379xel+S1tHp89e/aw27dvs9u3bxd5ThISElhqaqpwLczNv5Keni7MJRMZGSmsa968ufCs5Obmstq1awvrnnrqKZacnMxWr14t2secnJZy+fJlUfrjgQMHssOHD7Nvv/1WmFPLuN6G56m4eabsed6+//575u/vzwCeGn7kyJFs9+7d7NSpU2zr1q3s+eefZ0DReZbOnTsnek4GDRrEjh8/zqZPny5qJwBYamoqu337ttl5fAzvt5ycHJaenm5WPsM1tqdNMMZYcnIyCwwMFNYPGTKE/fHHH+zo0aPs//7v/5hKpWJTp04VXZ+8vDwWHBws7PP888+zlJQU1r17d1apUiXh/Xrs2DEWFhYmPFcLFy5kR48eZfHx8cK+1s7jY88zZ+DSpUtMLpcL2504caLINsW1qxs3brD79+8X+23RarXs1q1brFKlSsK6jh07sqNHj7Ivv/ySBQUFFblXN27cKHYeH8PcSOnp6cXeZ1vbiPG1WbduHfPy8mIAmEwmYzNmzGAnT55kiYmJ7Nlnn2VRUVHCd+TBgwfCO37q1KksOTmZnTx5ki1evFg4hkqlsmkeLIIoCVJ8iAqB8cva3K+4OTtM5y0obh+9Xs/Wrl3LevbsycLCwphSqWQajYY1bNiQTZw4UXjZm+P69evCB7Rbt26idffv3xfmOmjWrJld18B0jg/Tn/GcDMbzORh+LVq0YIzxeTtmzJjBatasydRqNQsPD2dDhgxhf//9d6nH3bRpE4uNjWW+vr5MLpczf39/1qFDB9F8I4zxjsngwYNZtWrVmFqtZiqVilWvXl3oBNqCuXmcTOtnz3Wz57qcP3+eDRo0iFWuXJkplUoWHh7ORowYwRYsWFBkv2effVZUv6tXr7KJEyeyhg0bMo1Gw5RKJQsLC2M9e/Zka9euLSJPcXJMmzatxPZe0rV49tlni8zLYu5ZuXjxIuvTpw8LDg5mnp6eLCYmhs2bN4998803pcppKdeuXWOjRo1iUVFRTKlUsuDgYDZgwADRnDKGn2ES42rVqpmtt+kkx9aSnZ3NPv/8c9ajRw8WFRXFvLy8mEqlYhEREax3795s3bp1ZvfbtWsXi42NZRqNhvn6+rJnnnmGrV+/vsj8LIb7Vtq1L+m+MWZfmzCQnp7OJkyYwJ588knm7e3NFAoFq1y5MuvatWuxcu7fv5916NCBBQQEMLlcznx8fFjLli3Z7t27RdtlZWWxGTNmsKZNmzI/Pz/hvsbFxbElS5aUOnhhDnueOQMG5TU2Ntbs+uLa1dChQ4vM72Pu3XD8+HEWFxfHAgICmLe3N2vatCn75ptv2NSpU80es7h3HMDnSSquHUybNs3mNmJ6bS5evMjGjh3L6tevz3x8fJiXlxerU6cOe/PNN9m1a9eE7bRaLZs+fTrr06cPq127NgsMDGQKhYJ5e3uz2rVrs2HDhtn8rieIkpAxZkXaDoIgCIIgCAK7d+9GXFwcVqxYIcoMSRCE60IxPgRBEARBEKWwZMkSIdMmAJw9exZBQUF48cUXnVgrgiCsgdJZEwRBEARBlMK+ffuQnJyMatWqISsrC1OnTsU777xj0Zw1BEG4BqT4EISbcuDAAfTt29eibX/++eci6UalwIIFC0QZtEoiMzOzjGtDOJq+fftalGWrVatW+Pnnn8ukDm+++aZF84hUqVJFlGWMkB6tWrXC4cOH0a5dO/j5+eE///kPJk6c6OxqEQRhBaT4EISbkp+fjxs3bli8rRR5+PChxdeAcD/u3Llj0f01nTXekWRnZ1tUBxr1lz4jR47EyJEjnV0NgiDsgJIbEARBEARBEAQheSi5AUEQBEEQBEEQkocUH4IgCIIgCIIgJA8pPgRBEARBEARBSB5SfAiCIAiCIAiCkDyk+BAEQRAEQRAEIXmsUnwWL16Mhg0bws/PD35+foiNjcW2bduE9bm5uYiPj0elSpWg0WjQr1+/ImlAr169ih49esDb2xuhoaGYOHEiCgoKHCMNQRAEQRAEQRCEGaxSfKKiojB37lwcO3YMR48eRYcOHfDcc8/h9OnTAIC33noLmzdvxtq1a5GUlISMjAzRBIs6nQ49evRAfn4+Dhw4gBUrVmD58uWYOnWqY6UiCIIgCIIgCIIwwu55fIKCgjB//nz0798fISEhWL16Nfr37w8AOHfuHOrVq4eDBw+iZcuW2LZtG3r27ImMjAxUrlwZAPDVV19h0qRJuHXrFtRqtf0SEQRBEARBEARBmKC0dUedToe1a9fi0aNHiI2NxbFjx6DVatGxY0dhm7p166Jq1aqC4nPw4EE0aNBAUHoAoEuXLhg9ejROnz6Nxo0bmz1XXl4e8vLyRGUqlQpKZWH15XI5FAoFdDod9Hq9UK5QKCCXy1FQUABjHa+0cq1WKzqf4VymbnnFlatUKuj1euh0OqFMJpNBqVRaXE4ykUzuLpNMxst1Oi7TiRNAvXqAt7f7yiTF++Rsma5c0cHPD/Dzk45MUrxPJBPJRDKRTK4sk0qlQmlYrfj89ddfiI2NRW5uLjQaDTZs2ID69esjJSUFarUaAQEBou0rV66MzMxMAEBmZqZI6TGsN6wrjjlz5mDGjBmisoSEBHTv3l1YjoqKQkxMDM6ePYv09HShPDo6GtHR0UhJSUFWVpZQHhMTg6ioKCQnJ+Phw4dCedOmTREcHIykpCTRxWzdujU8PT2RmJgoqkdcXBxyc3Oxf/9+oUypVKJjx464c+cOjh49KpRrNBq0adMGGRkZOHXqlFAeHByMpk2b4tKlS7h48SLJRDJJRqaffnoWAQFe6N49CTdvyjF0aDuMGXMaM2dWd1uZpHifnC1Ty5ZR6NHjKl566ZJkZJLifSKZSCaSiWRyZZm6du2K0rDa1S0/Px9Xr15FdnY21q1bhyVLliApKQkpKSl49dVXi1hmmjdvjvbt22PevHkYOXIkrly5gh07dgjrc3Jy4OPjg61bt6Jbt25mz0kWH5KJZHJPmXr3VsLTU4afftLiwgXg7bcVqF+fYcECudvKJMX75GyZvL1lmDtXj/h4vWRkkuJ9IplIJpKJZHJlmSyx+Ngd49OxY0fUqlULAwYMQFxcHO7evSuy+lSrVg3jxo3DW2+9halTp2LTpk1ISUkR1l++fBk1a9bE8ePHi3V1IwjCPenZE1AogI0bgePHgbVrgblzgXv3AH9/Z9eOcBVkMmDpUuDVV51dE4IgCELK2D2Pj16vR15eHpo0aQKVSiUyOZ0/fx5Xr15FbGwsACA2NhZ//fUXbt68KWyzc+dO+Pn5oX79+vZWhSAIF0OhAAwDQA8fAkFBwJgxwN27zq0X4VrI5YCJUZ8gCAKPHzu7BoTUsCrG57333kO3bt1QtWpVPHjwAKtXr8aePXuwY8cO+Pv7Y/jw4Rg/fjyCgoLg5+eHhIQExMbGomXLlgCAzp07o379+hg8eDA++ugjZGZmYvLkyYiPj4eHh0eZCEgQhPOQywGDdfrhQ8DXl/8ePLD+WOnpQP/+QGioY+voCBgDnnySW7MI6ygo4EkNHj1yzPEePwY8PHjbI1yfQ4eAiAigShVn14RwJR4/Bt56C/jzT+Cvv4AuXYD584HoaGfXjHB3rFJ8bt68iSFDhuD69evw9/dHw4YNsWPHDnTq1AkA8Omnn0Iul6Nfv37Iy8tDly5d8OWXXwr7KxQKbNmyBaNHj0ZsbCx8fHwwdOhQzJw507FSEQRRZjAGZGQAf/8NxMQAFy4ALVpwdyVTCgoKO6APHwIaTfGKz4cfAk2aAMXFJm7aBLz7LtCnj8NEcShduvBrY+46uAO3bwODB3M3xA8+AL76CggLAwIDgbg4ICmJ37ewMGD4cP7XVu7fB376CahTB/j5Z6BlS8cpPu++y9ukQgEolcD48byutWs75viEY/niC+DFF0nxITgZGcDrrwNbtgDr1wOLFwN79nDl+OOP+TJB2IPdMT4EQVQMbtwAEhKAy5f5R6hePeDrr4GhQ4G9e3kn1ssLqFsXaNYMaN8e6N6dW3x++gnYsIG7uqWnA088wRUFYxo35h3ggQOBTz/lCpCHB1cm7twBliwBjh0DfHycI39pvPsut1yEhgIjRji7NtZx4ADQujUwbRqQnAzs2AG8/z6wfTswYwYwZQq/Z+PHA3/8AaxeDRw9ypULW/jvf7nyM3Uq79zUrg18/z0wb559ciQmAh078jam0QBffsnlaNcO+P13+45NOB69HggP58/7yy87uzZEWVFQAHz+OX93v/66eJ1OB8ycCbRpAzRvDvTuDcyZw5Xhq1cLB84Y4zGjv/5a/vUnpAU5AxAEYREJCfx35AhPVjB3LpCVBXz2GfDjj7zT+v33gFrN14WHA5UqAbt2AS+9xC0+Pj5cOTBn8QkOBlauBL77jo/seXrybb29uSUoMdF1lR4AGDKEd+LXrHF2TawjL48rPVWqAK+8wpWSTp2AatW4otmzJ+98hIVxxXTiRKBbN+5+Yiv5+VwZyc8H+vblVsCcHPtlUSp5HSMjefKM2FhgwgSucFMMketx8CB/TxhlriUkyMqVQGYmsG+fuDwvj1uZq1Thgy1dunCFp1Ur/p0xdleVych9lXAMNk9gShBExSE7m4/OPvOMuNww4v/EE/xvRATvKI8bxxWBTp244gIAubncIuTraz65QUAAtyY89RT/yNWqVVbSlA3163MryHPPuZfLW9u2/O/27YX+823acMXHgFrNfwaeeAK4dAlo1Mi2cxYUcCXFkHnUx8cxrm56PTBgQOFyu3b8l5DAXWhq1LD/HIRjePNN3vEdPpwUH6mzZAl/vxiseozxd8CQIVzx6dmTl1+4UBjDGR5e9Dik+BCOgJoRQRClsmsXdyEqjerVC331//c//lH78EM+sp+fzzvPxcX45OXxjrS7KAzmkMm4dcFoTjaX5uRJHqeVmckVNwMTJ3Kl1YBaXaikALxTcv267ec1KD4GvLwck71JrzffOYqMBK5ds//4hP3k53PXys8/B3bvBho2NK/43LsHbN4M/PILj/EwmgaEcCMeP+bPn0bDFR6Auz0/9RR3bTMoPQB3eTWaDYUgygRSfAiCKJFLl4DJk7klozS2bOFxOcYEBvIYndIUH6lEG7Zo4R5+6Ho9MH06j02qXFm8zstLrECYWnzCwriyZCtlpfjodKT4uDoffcRdK0NDgdRU3paMFZ9Ll7jb68CBPMZjyhQeL7hpk/PqTNjOnTv8GwDwd45ezy1AnTpxq5+1SOU7QTgPUnwcxHff0QNJSJP9+3mAuznXA1N8fYuWKRT8Y1ea4uPOlh5jXniBx8m4Op99xn3qDW6KJWFO8blxw/ZzFxSILUhyuWNG9PV68wkXIiO5G+KhQ/afg7Cd7GyeCMXLCxg2jCvcGg2wahXw/PNAfDywYAGPCUxP58tPP83dFw8edHbtCVu4e7dQ8aldmw+gtWzJ35FKK4MtVKrC6REIwlYoxscBbNvGszi99FJhPANBSIW0NKBzZ/uOIZMVKj4eHrbN4+MuBAfzpAxr1vB3gity/z73ud++3bLtTRUfe2NytFrrOz2WUJKr24IF3LWvd29g1CjbM9IRtvPuu9zK2KgRV37mzuWxfw0bAsuWAevW8XTFR48W7hMZyWOzFi3i7lGZmdwt9tdf+XO2dauzpCEswVjxmTSJT4Pw75z2VuPhUfgdIQhbIYuPA/j8c57S9/59Z9eEIBzLzp085XD16vYfqzSLj5Q4d44H8pqzYjg7ViEriyefGDXK8mBh0xgfLy/7srCZuro5iuIUnypVePa4MWP47623HH9uomTmz+f3vFUrPkAok/GflxcfPAwIAAYN4rGBhnUAd3Nr1YrH/AwaxJWjJUt4IpSwML7vnTvOlIwwxlSxMVZ8wsK4m6OtSQrUasrOSNgPKT4OQKXio7zZ2c6uCUE4lk8+AW7eLBoDYgsGxUejkb7iM2ECd+Xp3VvsArt9O49tcEQ8i63Mn89H1xs2tHwfU4uPUsnjaWylvBUfb2+earxXL25t+uMPx5/bHDqd9Nu6JezZA5w6xScrLQkvL+DJJ8VlnTrxsl69uIVn3jzuJiWTAbNn87nCevUCTpwos+oTVrBlC0+DbyA9nVvtHIHB4kMQ9kCKjwNgjM8ZQRYfQkqcOcM/WCEhjjmeQfGxt9PsDrzzDlcu2rThGYxu3+bl334LzJrFO2y7d5fsLnbzpuPrlZ0NHD/O/w8Ls3w/U8XHXspb8TFGqeQWIMaAW7f4ZKyOmEPIHBMmcEtTRebsWe7Stnixfcf5/HPefp95pjATWFgYn09q3jxu+TGHudT5RNlx9izP1mZQ+C9eLEyTby9k8SEcAcX4OAg/P1J8COnw+us8mNiR2cny8go7zxUlEcjLL/P5cFq04L9q1biL2dSpPGYhIYFnq3r8mFuNd+7k1oisLN4Zb9gQePZZnkrcNFueMZmZwKef8glIf/+dK1h6PT+fvz+fq6dSJW7tGDSId0Y0GsvlMKf42JOMoqwUn+KyupmiVnNF/LvveDv//Xee7MHHxzLlyRK0Wj7yHRxs/7HclRs3eIKCNWvsj38trr3FxPBBgqVLza8PCqo47xtnc/o0cOUKEBfH30fLl3M3t7lzHXN8w3NLEPZAio8DkMm44kOuboQUSEzkneQTJxyXaU2t5taNkqwGUuycVK3K5yExZMRr3pz/nTWLxyn8/DMfDe3QgXfaX3uNz6GjVnOl5fvveTzOt9/yyWFr1zZ/npMneZrgkycBT08euB8YyAO/33+fx03UqcOtT/v28XNYg4eHOMbHXkyzujkKS5UWb2+uWJ44wWeV/+UXHqfp6ckzv+3Zw6+3re3/9m3u6vj22/zeVURycvgElYsWOcZVtiRCQsxbSM+fL9vzEmLeeQf4+mtgxw5g5EjeJ1KpHGctJlc3whGQ4uMgAgIowJJwfxjjfviLFjk2vbS3N++YGDq7BpeFkqwYUqG4+Y8MHfSoKD5BLFD0mg8ezJNBtG/P4xwOHeLbZGTwWc47duTX0pBaOjCQdzzS04F69XjZ+PG8Dg0acPeTevX4/9bgTq5ulmRrU6m4YvngAXd1GzyY/957j1/T997j13TbNn6958/nrp/Ll5d+7NOnuSXv0095FrLvvnOcFcld0OmAV1/lWdwM7bAsMTw3X34JNG1aOMDw00+FgfVE2XLtGldAq1YF+vXjKav9/Bx7DnJ1IxxBBXoVlx2M8RGtjAyefebnn51dI4KwjR9+4C5ZjgpGNWAYYTd0UKpUoQklDdfi11/FWaxM6dSJd6YXLODJEtq25XPvzJzJY4UA7l4CAHXrckXJuLMZHMzvqSHA3xaFw5ziY4+FzpziI5PZH/tlqYLx4EHhnFPG133OHG6p+d//+GDWvXu8A+/hYVnM1ZYtfNT7hx+40gPwtv7PP1YK4ua8/TaPw2nfvvzOGRTE02Abu7zduME74kTZ89NPQP/+/P+gIOsHVyyBLD6EIyDFx0GEhXG//Vde4ek2CcLdSEvj1oKySPVrOu9LpUqFAf8VFUOH2zSLlSk+PkD9+kDXrtwN8ehRHic0ezaPIbl5k6fPBrjiUxaYprO2F3OKj5cXn9PFHixVfB4+LFRMikOt5ormyy/zGearVeOpes3BGHc13LiRD3yFhhaue+IJIDXVchncnc8/51aWwYPL97xffw0sXChOZnDnDu+EE47DnMUlP58r/V26lO25yeJDOAJSfByATFbowzxqFMX6EO6HVstjSRYt4nEOjiYyUjzqbZoFkTHHuta5A4YOui1yL17M44IA3jlftYr/byhzNMUlN7B1TiJzE5h6edmf5tsaxadSJW6lLw61mitohsl7+/fn8VinT4u3u3qVW4nUauCbb4q6b1YkxWfjRh43NWVK+Z/by6vo/FIPH/KBA8JxeHpyS+j8+Tyt+Nq1QM2a3DJaFnF7xnh4kOJD2A8pPg7Cx4eb9+XyiteBI9yfN9/kI7SlWR9spU4dscXHNBlIWcV8uDKG94Q97ws/v8L5ePLzyy6DWLt2/B4aY3AFswVz2dfKU/HJy+PXzpB0whymGaQ6dOBJKdq359fj1i3+GzqUJ6UYN878vXziCR6PJXWOHOHxTIsXO+8baHreijigUh5Mm8af/aAgYOBAbqkdNKjsz6vRcGWWIOyhgnU1ygaDr/v8+fwvvWgJdyInh6dD7tev7M7RsiX/QBrw9y+q+JT1aKGr4QjFx2DpefCgbK9fy5ZFy0JDecffVlciU7kdofhYms560yZ+vtIwrqNMBkyezAe4zp4FXnyRK+uffAI0blz8MWrUAC5fLv1c7kxaGk9ksH69Y5Ng2ILxPTMoPtnZPIFIWb7jKgqRkdydMSuL32u9Hvjqq/Lp9wQGFiZyIQhbIYtPGaBSUQAe4T6cOlV6vIO9VKrE5/IwYOrqZs71SeqUlNDAWoyvbXkREmJ7ggpzcpenxady5dIzTun15uvp6ckVnd9/5/MulaT0APx7UFBQep3clZwcYMQInlQgIMDZteHeF//8w+tlUG4TE7mrotQnTi4Pnn4aSEnh73TDO7u83t1BQTQhLWE/pPg4ANOPo0ZT8ozsBOFKnDgBNGpUvuckiw/voLtziuOAAD5RYVaWY47nKMXHknTWluBINymFQrrKz4oVXPGpVs3ZNeE89xzP5Hb8eGGyD52OZ/GraNn1ygrDQFl5Kz6BgTxhhRTnfCPKDzf+7Lou5IdKlBeHDtl/jGPHyt7iY4ppjA9ZfNyP114D5s3j89s4AtPAdFtw9Hw5jro/1aoVphy3levX+c8ZFBRwd8obN7jb3pkzPLvg3r18Utzu3Z1TL3MYFLD//Y9nQwR4u6hUSWxlJmzD+JkwDDKUp8Vn3jw+KTNB2IpVzXXOnDn4+eefce7cOXh5eaFVq1aYN28e6vwb9ZqWloYaNWqY3fenn37CCy+8AACQmfmarFmzBgONgwDcGEPq3meeAf74w9m1IaRMy5ZcgTDntmNJwoC0NO6uVN6jtWTxcX/FRybj8wWdPs3nFrKX8nR1swRHjiobMrvVqmXb/p98AkyYwK0Zv/xSWF5QwJXFnBx+7Qz/l1Rmrry0TFkKBZ8HyvDz8ir8/7XXHD9RpT0Y5u359lsgPp7/r9NxC+WDB2V//tu3gbFjeaa/Tp3K/nzOxJDMyVFW1tIwJG8hiw9hD1YpPklJSYiPj0ezZs1QUFCA999/H507d8aZM2fg4+ODKlWq4LrJkNQ333yD+fPno1u3bqLyZcuWoWvXrsJygCs4B9uI6UOo0XD3j337xLPTf/klz5r17LPlX0fCvWCMd06+/JIHU5uuk8kKR8fffpvP4xIZyV07cnP5fCNr1/LsOwYFw9+fK0K3bvH2mZbGJ1dcsKD8O+AU4+P+ig/A32X/+Q8werR1+5nruLii4uOo+2NQfIw+eVah0/FvR+PGPH25AaWyqCJiTjkJCDBfbvip1e7fFg1ERvL32/nzhZNo6vX8Gthq8bl5E9i+nb9nr13jaf8Nnh3//APs38+TJ2Rm8vYXG8u3lbriA/A2WF7vbpWKT/h88mT5nI+QJlY11+3bt4uWly9fjtDQUBw7dgxt27aFQqFAWFiYaJsNGzbgxRdfhEajEZUHBAQU2VYq+PgA6en8/3PnCt2I4uP5/ykpTqsa4QZcvw5ERHCFZsECniZUJgMOHuQjvB9/zDsqnp7AZ5/xNLp79wK1a/POlacn7xy98w63OlauzDtOjx/zD3PNmjww3deXf7ydgYeHeLLKimjxcfcYH4CP9Nsyr4a5TrbpJLe2YGlWN0twtOKzdavt+8vlvLNNg2aWUakS0KpV4bK1Fh+djqfn3roVOHyYWxq6dgVeeIErPn37ciuHRsMVrVatgC++4O9VAEhK4vtXBMpT8QH4t/HgwfI7HyE97Gqu2f8OJQcVk8/02LFjSElJwaJFi4qsi4+Px4gRI1CzZk2MGjUKr776qlkXOADIy8tDnsnXVaVSQWn0tMnlcigUCuh0OuiNZtVTKBSQy+UoKCgAMxpmLK1cq9WKzmc4V4FJhKpSqYRMBmi1heWBgTJcuKBEeDjDqVM61K/Pj9+zpwJ+fnLcuaOHr29hehmZTAalUgm9Xg+dUdoZg0w3b+oQGFi+MpkrV6lURepYXN1Lk8kZ98ldZJo8WY9Vq/TIzeXpiuPiFKhaFejcmR97yRI96tQplGnvXoYGDXTw8QFatOAyNW7M0L69Dm3bshLrXlDg3PtkeG5ycgCZTA7G5G5zn+xtezKZCjIZE7073FEmxhTIy9NBLrf8Pun1ChQU6EXlGo0M6eky6HSwWSatVga9nkGrZXbfp4ICxb+Kj9zuthcVJceVK7bfp4cP5VCpGPR6uWTfe2UlE6BEQYEefn7A3bt6LFsGzJypwHPPyfDJJ4Xb37oF7NqlwG+/yZGVxdC0qR5duzK8/z6DWl1Y95gYBrlchmeeYfDxEctkEEGlUiAvT5r3SafTQ6stPL5SqYRcLu4DlaVMajXw8KECgNzl254UnydXl0llwQiqzYqPXq/HuHHj0Lp1a8TExJjd5rvvvkO9evXQynjoBcDMmTPRoUMHeHt747fffsMbb7yBhw8fYuzYsWaPM2fOHMyYMUNUlpCQgO5GEZVRUVGIiYnB2bNnkW4wtwCIjo5GdHQ0UlJSkGWUfigmJgZRUVFITk7GQ6NMBE2bNkVwcDCSkpJEF7N169bw9PREYmKiqB5xcXEoKJCJyh88qIQjR5ohNjYPv/ySgUqVLkCnA+7da4YWLSohKSkLXl7HodfzjqefXwjy8p7G7t13cPbsI9y/r8bDh0p4enqiYUNfLF6swPvvn0SrVjegUJiXSaeTITS0AUJCIpCebr9Mubm52L9/v1CmVCrRsWNH3LlzB0ePHhXKNRoN2rRpg4yMDJw6dUooDw4ORtOmTXHp0iVcvHjRJe6Tu8h0/nwW+vb9E0FB/ME/dEgsU3o6/xlkeu21/UhOFsvUqFEObt06gsTEXJeQydx90ut9BJlOngzC3bv+KCio6Tb3yd62J5N1hEwG0fbuKJNWG4MNGy4gOFhv8X3KymqMlJR/RDJduOCH48dDcPZsns0ynT8fDL0+GzrdXbvvU0ZGA9y/7wMgwCFtT6ez/T6dPfsEQkOvo3btupJ975WVTEAb3LlzD/fv38fq1R7IzPRC9eoMNWoEom3bXOTmPoJOJ0NAQD46ddLj44+jcOvWaaSnp+PhQ2DPnqIyyeXcva04mdTqFsjLC5Tkfbp9+zYSE48J5QpFF8hkunKTKSvLA9euPQUgyOXbnhSfJ1eXqasF/sQyxsx5W5fO6NGjsW3bNuzbtw9RUVFF1j9+/Bjh4eGYMmUKJkyYUOKxpk6dimXLluGfYnJNurrFp3dv4OefC8tv3QIiI1X46CM9vv9ehqeeYnjpJT2WLpXj9dfl+Owzhvx8hvx8bipXKIBmzeRo3VqPiAgdKlXi5Wq1HBcvKnDvng7btgF798rQqBHDE0/IoFDIkZOjQ3o68OefMvj4AOHhMly4IMOnnxbgySdpBMBdZerdW4+1a3WCy44UZDJ3n557Dli/ntd9/nw5mjdniItTuLVM5upeXPmvv6oweDDDnTvubfGZPFmOgQP1iImx/D717avAhg1ii8/Fi8DXX8vx8ce2W3wWLJChZUuG1q3tt/gMH67AxYvAgQP2W3zkcjn691dgzRodFArr79PEiXK8/roedepI971XVjL17atE9+56+PnpcfOmDPfvA++/z6BUKqHV6sGYTnBpdJRM588r8P33cvzf/0nvPvXsqceGDYXHj4hQYvt2oGHD8pHp3j1g/Hh+fV297UnxeXJ1mcrM4jNmzBhs2bIFe/fuNav0AMC6deuQk5ODIUOGlHq8Fi1aYNasWcjLy4OHIROAER4eHmbLzaFQKKAwk2LEWEmypLy4i2dJeUQE9wNWKuUYMwbYvFmGSZPkqF+f+2jfuSNDr14yeHubHkUO0wzjPGGeAi1acL/jP//kaVF5jIcCbdsC//d/PK4D4PEhw4YpsXVr0Uwr9sgk1FDOXS3sLXeF+1RaHZ0lk0wmh4dH0eO7s0yl1f3qVWDo0MKYCinIVFo5T24gc4iszpTJzw/Iz1cIMVqW1F0u5+9H4/KQEJ6IwyCGLTLJZPzdaFxdW+9TWFhhHJoj2l6NGsDVqwrUrm39fcrPB3x9FcJgiBTfe2UpE2NyBAbK8fLLpsco+s0F7JfJ05PfMyneJ4VC/u91M2zHn7fykikgoDCxjzu0PSk+T+4iU3FYpfgwxpCQkIANGzZgz549xaauBribW+/evRFiiPYrgZSUFAQGBlqs3Lga5kKTIiIK/3/xRWDJEh4sq1YDAwbYdh6FAmjalP+KIzycH/+zz3j6U4JwVRSKwpTbt24VBgZXFKSQ1Q3gSQkcMW+Zvz8fzbUHR2Z1mz27bFJa165t/b6PH/NsbIRtODLphSV4eNiW9MMdUSrLL501wJUsk4F/grAKqxSf+Ph4rF69Ghs3boSvry8yMzMBAP7+/vAyeitfvHgRe/fuxVYzaWw2b96MGzduoGXLlvD09MTOnTsxe/ZsvG2as1diyOXll3v+1VeB55/ncz5ER5fPOQnCWvz8eJalwEA+OqpWO7tG5YtUFB+Nxv5sbIBjOjSO7OAWM+hoM088ARi5xVsFKT72odeXb+dcyoqPaT9GqSz/qQhoHh/CHqz6RCxevBjZ2dlo164dwsPDhd+PP/4o2m7p0qWIiopC586dixxDpVJh0aJFiI2NRaNGjfD111/jk08+wbRp0+yTxMWRyfjLt7zO9dlnwFtvld85CcJa/PzEk5hWNOQSSGcNOM7iA9ivCDrS4uNoDBYfW8jNLXRnJqyHZwosv/NJWfExxRmKD0HYg9WubpYwe/ZszJ492+y6rl27WpR1wV2wdOShPC0+AFC9Op887dtvgddfL7/zEoSl+Ptzxaeijt5JxeLj4wPcuOHsWnBcWfGpUoXHstmCK8vl6shk3KWWXN3KhvJ2dQP4vSxvZZaQDvQqtRPGLHuhlqfFx8CYMcDGjYWTqRLuQUVRBAICeEzHpUt8gsCKhlQUH8MM9o7A3klMXVlBKO/BL4Ijk5V/J1mt5u67FQGFovwtPuHhPIEUQdiCi34i3AdLP7TO+OjJ5cAnnwDjxtEHl3A9qlQB1q/ncWjFzIEsaWQy1+2kW4O9yooxjRoBhw7Zvn95x3JYi4dHYaY4a5CCguwsnGHxqUhKrjNc3Z59Fti2rXzPSUgHCXx2nYulio8zLD4AULcu8PTTwOrV5X9ugiiJWrW4K+bKldw6WdGQy6XRofX1Be7fd8yxYmOBY8dK3644XNniAwA1a3ILJ1F+OMPiI2VM31nOUHyefx5Yu7Z8z0lIBxf+RLgHlmYRcuYI0MSJwPLlwM2bzjk/YR1S6AxbQu3afPS7c2c+x0lFQyqubiEhgNHk23ah0RTO0WELrq742JrgoKJYD8oCZ1h8pIy5rG7lrVR6enIvAUdZmomKBb0K7MRS1wq53HkZ1lQq4KOPaF4fwrXw8wN++61ixvcA0nF1CwoCbt92zLF8fOxTfMp7vhZrsSezG2EbBsWHLD5lg7OyutWuTc8SYRsu/IlwD1w5xseYxo15TMXGjc6rA0GY0qmTNKwetiAVVzeFwnGDOt7e0k1uANiu+EihnTgLg6ubK7cLd8YZyQ0AIDSUT3xNENZCrwI7cfUYH2OmTgX++1/7Z0cnCMJ+pOLqBlg/qFPc9t7e0nZ1i4gAMjKcXYuKBVl8yhZnuLoBQKVKjrM0ExULF/5EuAfuEONjwNMTmDULeOcd59aDIAhpKT4BAY6J85G64mPLd8DZ3w13h5IbOA693jWSGwCk+BC248KfCPfAnSw+ANC6NeDlBeza5eyaEMVBHZ2KgVRifADuSnvypP3H8fQEHj+2fX9XT2cN8PevNcpdbi5Pg03YBiU3cBw6XVElp3p151xbUnwIW6FXgZ1Y+qGtUweoV6/s62MJH34IzJ5NGVEIwplIJcYH4AkOHOFCa28HytUtPgCft+rvvy3fPjeXK0uEbZDFx3GYu45ff+2cupDiQ9iKi38iXB9LP7TTpwNffFHm1bEIjQZ4911g8mRn14Qwh1Q6w0TJSM3VLTvb8u1Lktsei6c7BLFbm+Dg8WNSfOyBLD6Ow5VipUjxIWyFXgV24g4jjObo3Bl48AA4cMDZNSGIiomUXN38/V0jaYo7vI9J8SlfKLmB43Aly5mfH+/DEIS1uPgnwvVxhxHG4pg/H5gyhbtSEARRvkjJ1c3f3zqLT1khVcXH07Ps6iN1nJXOWqnkCpeUcCXFRyrvTqL8cfFPhOvjDsG0xREYCIwZA/zf/zm7JgRR8ZCSq5sjFR97rok7KD6VKwOZmZZvTzE+9uEsi4+HB5CXV77nLGvcub9DEAZc/BPh+rjDh7Yknn8euHQJSElxdk0IomIhJcUnIIBc3SzF2ntOrm724azkBmq1NBUfV3pnMeYa2XIJ98LFPxGujzt8aEvj00/53D5SM8u7K5TOumIgtRgfR1l87Gn/7jIirdFYHp9Aio99OCu5gRQtPoy51jurRg0+cEsQ1uBCTdg9cecYHwOVKwODBwMLFji7JgRRcZBSjI9K5biBE6US0Gpt29ddBqKio4GLFy3blmJ87MNZFh8pKj6u9ny1bAmMGkVWH8I6XKgJuyehocALLzi7FvbzyivA4cPA+fPOrglBVAyk5OoGOM5S6e1t+ySm7jIQZU2CA7L42AdZfByHq7m69esH/PUXkJXl7JoQ7oQbfCJcm4AAPurg7shkwGefAePH0+iJs3GlDwtRdkjJ1c2R+PgAOTm27etqI9LFYY3iQ8kN7IMsPo7D1Vzd1GpgxAjg+nVn14RwJ1yoCRPOpmpVoGdP4MsvnV0TgpA+UrP4OEoWb29SfIwhi499kMXHcbji8xURQYoPYR1WNeE5c+agWbNm8PX1RWhoKPr06YPzJr5R7dq1g0wmE/1GjRol2ubq1avo0aMHvL29ERoaiokTJ6KAIutdgtdfB7ZvB65ccXZNCELaSCnGB+CjwY5wd/P2Bh4+tG1fV+yYmSM42HL3HFJ87MOZ6azz88v3nGWNKz5fYWGk+BDWYVUTTkpKQnx8PJKTk7Fz505otVp07twZjx49Em332muv4fr168Lvo48+EtbpdDr06NED+fn5OHDgAFasWIHly5dj6tSpjpGIsAu5nGd5GzeOsosRRFkiNYuPl5ftsTnG+PpKX/Gx5r5TcgP7cNYEplK1+LjaOys4GLhzx9m1INwJpTUbb9++XbS8fPlyhIaG4tixY2jbtq1Q7u3tjbCwMLPH+O2333DmzBns2rULlStXRqNGjTBr1ixMmjQJ06dPh1qttkEMwpE88QTQqhWwYgUwbJiza0MQ0kRqMT4BATyltbe3fcfx9bU81bMp7qL4AIUpwP39S96OYnzsgyYwdRyuFuMDAEFBwO3bzq4F4U5YpfiYkv3vxA1BQUGi8lWrVmHlypUICwtDr169MGXKFHj/+zU8ePAgGjRogMqVKwvbd+nSBaNHj8bp06fRuHHjIufJy8tDnskbRKVSQaksrL5cLodCoYBOp4PeKDpfoVBALpejoKAAzMiEUVq51iSfquFcpi55xZWrVCro9XrodDqhTCaTQalUWlzuTJnGjQO6d2eIi9PBoMO6u0zmyl1RJp1OD6228PhSkEmK98lemeRyFWQyBq22sNydZfL1lSM7W4HKlUuvu16vQEGB3qxM3t4KPHggt0kmnU6OggKdw2QCyq7t1awpx/nzMjRvXrJMjx7JoFTqodW6vkymdXeFd4RMpoROx6DXFwhp0stDJrVajkePCqDVFpa7+33S6+UAdNBqC4/jbJn8/PS4dUsOrVbvcm1Pis+Tq8ukUqlQGjYrPnq9HuPGjUPr1q0RExMjlL/88suoVq0aIiIicPLkSUyaNAnnz5/Hzz//DADIzMwUKT0AhOXMzEyz55ozZw5mzJghKktISED37t2F5aioKMTExODs2bNIT08XyqOjoxEdHY2UlBRkGTlVx8TEICoqCsnJyXho5FfRtGlTBAcHIykpSXQxW7duDU9PTyQmJorqERcXh9zcXOzfv18oUyqV6NixI+7cuYOjR48K5RqNBm3atEFGRgZOnTollAcHB6Np06a4dOkSLhpN7uBsmfr2PYHBg2vh3XdPSEYmd7hPt2/fRmLiMUnJJMX7ZK9MEREdodPpRNu7s0x37jyB7OxaFt2nrKzGSEn5x6xM2dn1AVS1SaasrNpITDzu0PtUVm0vLy8c+/dXRvPmYSXKlJpaBcePX8Y//+S6vEyW3qfyfEfIZG2Qm6vF7t27y1UmD49gpKSchUZzzeEyOes+6fXBSE9PR2LiWZeR6e+/M3DuXEMkJqa4XNuT4vPk6jJ17doVpSFjzLZIjtGjR2Pbtm3Yt28foqKiit1u9+7diIuLw8WLF1GrVi2MHDkSV65cwY4dO4RtcnJy4OPjg61bt6Jbt25FjkEWH+fJNGOGHDExDP36McnIZIwrytSrlx4//0wWH6nLdPGiCkOGMBw4IA2Lz6JFctSrp0CnTiXXnTGgXz8FNmwwb/FJTJTjwgUF4uOtl6lPHzk2bHAPi8+RIzLs3CnHtGklyzRihByzZ+sQEuL6MpnW3RXeEQkJShw+zJCcXPpz5kiZ1q+X48GDAgweLB2Lz4ULcnz7rQ5z57qOxUev16NPHwV++UXncm1Pis+Tq8tUZhafMWPGYMuWLdi7d2+JSg8AtGjRAgAExScsLAyHDx8WbXPjxg0AKDYuyMPDAx4eHhbVTaFQQGHGmddYSbKkvLiLZ025XC6H3IxDrLXlzpRpyhSge3egc2fuSysFmSyto7NkksvlUKmKHt+dZZLifbJXJp7cQOYQWV1BpkqVeMxKaXXX63m8hVIpF5UbCAjgyQ1skUkuR5Fnx1XbXr16wOLFhXU3h1KpRF4e4Ocnh3G1XFUm07qbo7zfETIZoNdb95w5QiYPD+DePSXMVd9d75NeD6hUCqhURY/jTJkUCvFz7yptz5ZyV3+ebCl3lkzFYVWYGmMMY8aMwYYNG7B7927UqFGj1H1SUlIAAOHh4QCA2NhY/PXXX7h586awzc6dO+Hn54f69etbUx2iHPDwAGbPBt5+29k1IQhpIZdYOmtDsH5plBYgrdHYntzAnQgMBO7eLX07Sm5gHzKZczKUSjG5gTslDyGI4rCqCcfHx2PlypVYvXo1fH19kZmZiczMTDz+N4fp33//jVmzZuHYsWNIS0vDpk2bMGTIELRt2xYNGzYEAHTu3Bn169fH4MGDceLECezYsQOTJ09GfHy8xVYdonxp0YJ/pLdtc3ZNCEI6SC2dtb8/cO9e6duVlhLXnqxuUkSnK/+MZFLCmYqPFOfxccV3Fk29QViDVYrP4sWLkZ2djXbt2iE8PFz4/fjjjwAAtVqNXbt2oXPnzqhbty4mTJiAfv36YfPmzcIxFAoFtmzZAoVCgdjYWLzyyisYMmQIZs6c6VjJCIcyaxYwfz51SAjCUUgtnbWjLD72KD6u2CkrCUrFW/aQxcdxuGI6a4KwFqtifErLg1ClShUkJSWVepxq1aph69at1pyacDLe3sCUKcB77wELFzq7NgTh/kjN4mOYx6c0Shs1tsfVzd1Gfp94AkhN5fFRRNlAio/jIFc3QgpQEyYspn17PhHc3r3OrglBuD8U42MetRowSd4jWQyKD1F2OOsZk6ri44rvLFesE+G6kOJDWMW8ecD06cC/YV2Eg2GMXuIVBam5uvn5OcbiU5EgxafsIYuP43BVVzeVquIMlhD244JNmHBl/P2Bt97iyg/heMiVoOIgNVc3hYK339KwRLmX0nUpCVJ8yh6ezrr8z6tWS0/xcdXvk7c38OiRs2tBuAsu2IQJV6dXL+D6dcBoQl/CQbjqh4VwPFJzdbMUS9q4u8Xq2IqfHyWMKWvI4uM4XNVa6+NDig9hOdTFImzi4495ogOppet0NqT4VByk5upmKZZYfCqK4mOgoslbnpDi4zhc9fsUEgIYTQ1JECXigk2YcAdCQoDhw3nMD+E4dDrX/LAQjkdqrm6WYknnydcXePiwfOrjbEJDgVu3zK+jmD/7IcXHcbhqjE94OPdAiYtzdk0Id8AFmzDhLgwYAJw8CZw54+yaSIeCAkBpVZJ5wl2RquJTWifTks58WBiQmem4OrkyJcX55OfzWBHCdmgCU8fhqhaf8HDgr7+A3budXRPCHXDBJky4CzIZ8NlnwPjx3FJB2I9OR4pPRUGKMT6WTD5qSecpPBy4fNlx9XJlSlJ8Hj8GPD3Ltz5Sw1mKj1wuPRdGV43xiYwsHICl7G5EaZDiQ9hFZCTQvz/w+efOrok0IItPxUGKMT6RkUB6esnbWGLxGTQI+O47x9XLlSlN8fHyKt/6SA1nKT5SxFVd3aKjgT//5P9TrA9RGi7YhAl3Y/hw4PffgUuXnF0T94cUn4qDFF3datUq/T1gicUnMrLixPhERwMXL5pfl5tLio+9kOLjOFzV1S0oiN/nmjVJ8SFKxwWbMOFuGFzexo2jD4y9kOJTcZCi4lO3LpCSUvI21gTsV4T3SUmpeMniYz/OVHyk1n5d1dUN4JbT6Gjgxg1n14RwdUjxIRxCzZpAhw7AkiXOrol7Q4pPxUEud83RU3to2xbYv7/kbSwdNa5UCbh92zH1cgfMdZIpxsd+yOLjOFzV4gMAtWtXLEsxYTsu2oQJdyQhAVi/Hrh2zdk1cV8KCgCFwtm1IMoDKVp85PLSFXdLLT5RURXnXRIezieFNoUsPvbjTMVHr3fOecsKV43xAYA+fYCGDWkiU6J0XLQJE+6IQgF88gm5vNkDWXwqDlJUfABuocjNLX69pZ2nyMiKo/gUl+CAYnzsx5mKT6VK5hVad8WVLT7PP8+tPjk5zq4J4eq4aBMm3JX69fmoyw8/OLsm7gmls644SDGdNQBERAAZGcWvtzROgBQfsvg4AmcqPt27A9u2OefcZYErx/gAJcfLEYQBUnwIh/PuuzwVbXGzkRPFQxafioMU01kDXPEpSWEhi09RSlJ8KMbHPpyp+HTpAvz0k3TmuXNlVzeAFB/CMly4CRPuikoFzJsHTJjg7Jq4H6T4VByk6uoWGUkWH2upVQv4+++i5WTxsR9nPmMBAdKa586VXd0AwNubXN2I0nHhJky4M02a8IDdzZudXRP3ghSfioOUFR9HWHxCQyvOnBxeXubjokjxsR9nZ3X7z3+AHTvMK7buBrm6EVKAFB+izJg+Hfj0UyA729k1cR9I8ak4SDGdNVC64mNp50mhkF5WrJKQyYrKS8kN7MfcdS1P5HI+zcNrrwFnzjivHo7A1S0+pPgQluDCTZhwd7y8gBkzgEmTnF0T94HSWVccpGrxKS25gavHCTgLc+m7KcbHfpxt8QH4vV2zhmc8dYVkB/n5tu3n6s+ury9w/76za0G4OlY14Tlz5qBZs2bw9fVFaGgo+vTpg/Pnzwvr79y5g4SEBNSpUwdeXl6oWrUqxo4di2yTIX+ZTFbk9wOlAZMkzzzDLRi7dzu7Ju4BWXwqDioV8NRTzq6F49FoSh51tcZdRoqKYXGYS3BArm724wqKDwBUrsxdv9esAT76iL/rnQFjgIcHkJdn/b6ubvGxVS6iYmFVE05KSkJ8fDySk5Oxc+dOaLVadO7cGY/+/cplZGQgIyMDCxYswKlTp7B8+XJs374dw4cPL3KsZcuW4fr168KvT58+DhGIcD3mzOEub6dO8Q85UTyk+FQclEpg8mRn16JsKKmjac2osSt0WMuLp58GvvkGSEkBTp8G/vyTx4WQ4mMfrqL4ALxjvmIFEBLCkx7cuFH+dSgo4G1q2DDrlS9Xj/Ex4Cr3m3BNrOpibd++XbS8fPlyhIaG4tixY2jbti1iYmKwfv16YX2tWrXw4Ycf4pVXXkFBQQGURj26gIAAhIWF2Vl9wh3w9eUvogkTgLffBjp1cnaNXBeax4eQCoyZ7ySlpXFffEJMu3bcCrh2LX8PeHgALVoANWs6u2bujSspPgCvz6uvcmvvG2/wmLiPP+b3vjzQaoFevYCePYG2bbkCNHKkZfu6uqsbwDMkXrzILagEYQ67mrDBhS0oKKjEbfz8/ERKDwDEx8cjODgYzZs3x9KlS8Fc6c1EOJz69YEjR/goJlE8ZPEhpEBQEHD3rvl1v/8O9O1bvvVxF1q3Bj78EJg7l8dHjh0LqNXOrpV742qKj4GnnwbWrwc6dOCJD8oLrZYrWYMGAb/+Cpw8CaxaZdm+ru7qBgDNmwOHD5e+XW6ua7YLouyxuYul1+sxbtw4tG7dGjExMWa3ycrKwqxZszDSZDhh5syZ6NChA7y9vfHbb7/hjTfewMOHDzF27Fizx8nLy0OeieOmSqUSKVNyuRwKhQI6nQ56oxQuCoUCcrkcBQUFIuWqtHKtVis6n+FcBSa24eLKVSoV9Ho9dEYzl8lkMiiVSovLpSRT69Yy5OXJ8PffMgBySchkwJH3qaBADqAAWm1hubvLJMX7RDKVLFNYGENamh6+vkXrrtXKAehRUGCJTDJotTqL6p6XVwDG5EW2p/tUsWViTAm5nEGrLRCVu4pMPXoAx44psXAh8PrrZX+fcnJ4/fR6IDBQjo8/LsBLL8kRHKxHhw6sRJn0ejkYc+3vU2SkHEeO6KDVFpZnZCgwebIcAQF6XLvGlbe0NKBePRm+/loGlar0+/T338CkSUo8fgy0bKnH2LF6+PuXjUynTunx++9y5OYCTZrIoNPJoVLpIJMxREcz6HTA8eMK1K8vx+PHBZDJGNRqHlv5+LECOTlyPHhQgMePuUXRz48hPV0JxoALF/SQyYDgYIYqVYCICAVq1wbk8qL3SafTIy1Nh8qV+bEDAmTw8HDtd4TKAtOpzYpPfHw8Tp06hX379pldf//+ffTo0QP169fH9OnTReumTJki/N+4cWM8evQI8+fPL1bxmTNnDmbMmCEqS0hIQPfu3YXlqKgoxMTE4OzZs0hPTxfKo6OjER0djZSUFGRlZQnlMTExiIqKQnJyMh4+fCiUN23aFMHBwUhKShJdzNatW8PT0xOJiYmiesTFxSE3Nxf79+8XypRKJTp27Ig7d+7g6NGjQrlGo0GbNm2QkZGBU6dOCeXBwcFo2rQpLl26hIsXL0pSJg8PoHNnGRYsiAXgJwmZyuI+FRQEIzX1HBITC4/j7jJJ8T6RTCXL9ODBTWzdmoObN7OKyHT5cl0cPnwVubnepcp0924IfvvtTygUJcuUkRGFW7eOIje3ChIT/6L7RDIJMun1bQDoRcdxNZmmTIlDQgLD6NGX0L9/Wqky2XOf7tzxwM2b0bh0KQ/R0dH4668UDBlyF3PnPomff87GBx/4ompV8zLp9cFITT2DxMTCtI2u1vaCgqJx9uxNJCaeEMpv324Cf/8QPPPMMajVdwHI4OGhQ05OLJ57zh9Dhx5CcHChrLduPYunn1bin38KZfruu9r44IMqqFs3F599dh59+kShVasbuHFDg+++q4W0tLu4ePGIWZm2b7+EBQsaok6dbAQGqtGzZzgyM28gMzMTKSmVMHLkWdSsGYlq1WLQr99D5OXlIC7uGlQqPfbsqYHQ0BBcvpyBBw9ykJ7ug/x8Odq390ZycgAyMjLx6FEBFAoGT08dnngiHKGhPrh06Tzk8gL88YcHcnKUiI2NgqenEnr9n1Cp9Lh8WY0DB7wRFBSNc+f0uHHjHgID8xAdfR9yuRxt2tTF8eO52LfvAeRyfuzcXE94e1eCv/9jeHllIDLyESIjH6FpU0+0bNnEJZ6nrl27ojRkzAYfszFjxmDjxo3Yu3cvatSoUWT9gwcP0KVLF3h7e2PLli3wLCUf56+//oqePXsiNzcXHh4eRdaTxUc6MnXurMT06TKoVDqo1Xp4evJ0rT4+Cvj4yKFUFkCpZEJsgDvI5Mj7tGYNt/i8+KLrjqi5a9sjmcpPpvXr9bh3Dxg2jBWp+1tvyTF2rB41a5Yu08svy/DVVzpoNCXXXaGQ4+TJAixbJsO8efoykUmK96kiyPThh0p8/TXDlSuuafExlDMGfPCBHhERwKhR+hJlsuc+Xb0KLFggx6JFMlHdGQO++kqOX3+VY+ZMGZo0KSrT99/L4elZgL59Xff7dP26HDNm6LFoUeH269croNXK8dJLRWW6ckWOV1/V43//0yE8nJcPH67E5cvAunUFMERyvPCCAj/8IIOHB5dpyBAFrlwBunVjWLlSgZo1GQIDGfr00aNHDwYPj8K6f/IJQ61aDLVrMzx8KENKihJyuR5aLcNPP8nwww86hITIsXKlAjKZHi+9pBPVsTyeJ622AGlpwPLlcrRqxXD7thIPHugxYoROmGJDJpNBoVAiK0uPCxf0OHcOuHRJhokTGQICXON5crjFhzGGhIQEbNiwAXv27DGr9Ny/fx9dunSBh4cHNm3aVKrSAwApKSkIDAw0q/QAgIeHR7HrTOEfwaIToZjGGJVWXtzFs6ZcLpdDbsYh1tpyKck0YQJw9CiQm6v49weTn9JsOkqZjMtkeBYY477vnp4qeHlBUKAKfyp4esLMOpVoma+X//vjZYbqOuM+FRQAGo3SbKArtT2SyV1kqlZNjnPnxAHbhrozBnh6KmCoQkky+fsDOTlyBAaWXvdz55QICQFUKvF1oPtUsWXiSTZkVl0DZ8gkkwGzZysweDBQr54CHTuWXEd77pPxd8647mPHAi+9BEyZAnz1lRL//S/g51d4DL0eUKtd+/sUFATcuyeHSlW4fXY2d/kyd59q1ADi4+XYvl0uJHnIzgb++1/g7bdVmD6dJxjJzy+cU0ulUuHFF4EBA4ADB3iSikqVZLh+XYZ16+To3Rto3x6oWhUID5djyxZg+/bC/Vu0AAwh9idOAIzJoVAAV68CXbqI626grJ8ntVqF2rWB2bONS+VCPY0JCZEjJESO1q3F5a70PJWEVYpPfHw8Vq9ejY0bN8LX1xeZmZkAAH9/f3h5eeH+/fvo3LkzcnJysHLlSty/fx/3/51NKiQkBAqFAps3b8aNGzfQsmVLeHp6YufOnZg9ezbefvttqypOuCc9e/KfvTDGlQRTxenx46JlubncPzUry/w6030NAxPGGalM7aJyuTlly1Shsn4dJTcgpEBERNHJOA3odJZP0lu/Pk/tHBlZ+rbHjlEGNKIohmB+d0AmA779FujTB6hWrWwyk+Xnl3w9QkKAr77iE63OmcN/BtwhnbWXF2DkJQUAuHcPePLJ4vfp3BkYOBAYPpy/m/R6nnwiMBDo1g0YMQIwzeHVpw9w8yb/v1Il/jc8HEhI4IrQH3/wiZyTk/k9Lc4GoFYXTih77Zpl7zrCPqzqYi1evBgA0K5dO1H5smXLMGzYMBw/fhyHDh0CwH34jLl8+TKqV68OlUqFRYsW4a233gJjDNHR0fjkk0/wWnmmNSHcHpmMv7xVKp4uu7zR6/lEaaUpXIZ1JSldpvt++GH5y0MQjiQsrPg5SqxRfBo04COinTuXvu2ZMzyjE0EYk5/vXpnxvLx4R3n4cGDDBj4hsCOxVBFs1Iif3xh3SGcN8HT5N28CoaF8+e5diKzGpvj7A717A4MHizPcff45/z5//z0wfrx4H5kMCAgwfzyFgqentwRjxSczk090S5QtVru6lUS7du1K3aZr164WBR8RhCsjl/MPFE0uSBBFUSq5gmMOaxSfsDBg507Ltr1woXDklSAM5OfzOZHciapVgQ8+AIYOBX780bFeAJYqPv7+wP/+B3TsCLz4Ii9zh3TWALe6VK5c6Klx/37pA6SjRwO3bgG7dok9PLy8LJ/nyBaMFR+ax698cIMmTBAEQbgbxY2BWaP4BAdza2lp5wkKIsWHME9enntZfAy0awe8/DK3/BQ3iGALlio+Xl782n36KZCUxMvcwdUN4BOz9upVuJyXV7yrmTGvvgrMmgUhyUF5YKz4EOUDKT4EQRCEw1EqeSfLFGsUn6Ag4M6dkrfJy+MxRYxxRYkgjHFHi4+Bfv2Arl2BMWMcd0xLFR+DgrNqFZ9M9+FD97H4ALz+V6/y//PyLGsDVaoAr78OPP982dbNGIPio9WStae8cJMmTBAEQbgT4eHcZ90UaxQflcq88mRMTg53DQKKBiAThLtafAy89BJv12vXOuZ41iZ7qFYNeO897nrnLjE+AHDwIK87YLniAwCDBgFGU0SWOQbF5+xZoFat8jtvRcZNmjBBEAThTkRGms/sZo3iAxTvMmfg8WOu+GRmuncHlygb3NniY2DaNG552bHD/mNZk+zB05M/q506ceVh61b3UXyMp6tx5QQXBsVn3Tqgb19n16Zi4CZNmCAIgnAnIiOBf/4pWm6t4iOXF6aYN0dODo9HoGxIhDnc3eID8Pr/+COPt/nlF/uOZY3F5/Hjwv//+1/g4kX3iPEBgL/+4gob4NqWKoPic/gw0LKls2tTMXDRpkAQBEG4M089BWzaBOzeLS63VvGJiACuXy9+Pc19RZSEFCw+AJdh/Xrg11+BjRttP46t8xp5eHB3u6eesv3c5UlkpGUJDZyNWg2kpfH3nKsqZ1KDLjNBEAThcBo04HNpTJggtthYGyDdpAmwb1/x661VpIiKhRQsPgZ8fICFC4EvvjAfP2cJ9kzo2rAhn+DUXdDpSneVdTZqNbB9O9Chg7NrUnEgxYcgCIJwOEolj0no3h04elS8zhp3mbg4YP/+4tfr9aT4EMUjFYuPAQ8P7nY2erRtnXp7FB934+mneZIDV0at5lbxZ55xdk0qDqT4EARBEGXGwIHAmjW271+5MrccFYdORy4iRPFIyeJj4MkngfbtufXHWiqS4tOxI/DHH86uRcmo1TxVuCEzJVH20OeCIAiCKDMaNABOnxZnWbIGHx+ewKA4yOJDlMSIEUCfPs6uheNJSOCWgtOnrdtPq5WeIlgcTZoAx465dkKG3Fz+15XrKDVI8SEIgiDKlPbtgb17bd+/JJcesvgQJTFqFNCtm7Nr4XhkMuDLL4Fx47hVy1Ly8yuOxUej4dYUVyYuDjh+3Nm1qFjQ54IgCIIoU+xVfEqCkhsQFZXwcGDMGD7Pj6VUJFc3AKhSBbh82dm1KJ7QUKBxY2fXomJBig9BEARRpjRqxOfVsBWFonhXOXJ1Iyoyzz0HXLpkeSxLRVN8Bgyw791DSA9SfAiCIIgyxdPTOnccU4KDgdu3za8jVzeiorN0Kc/0tmFD6dtWNMWnQwfg0SNn14JwJehzQRAEQbg0oaHAjRvm15GrG1HR0WiAH37gCtCFCyVvW9EUHwDw9nZ2DQhXghQfgiAIoswJDATu3rVt36pVgZMnza8jVzeC4PNmLVwIvP02Hwwojoqo+BCEMaT4EARBEGVOjRq2BxkPGwYsW2be3Y1c3QiCU60aMGgQMHx48ZkQ8/MrTjprgjAHfS4IgiCIMqdmTeDiRdv29fTkI9kLFwIZGcCRI4XryOJDEIUMGMCzhM2bB1y/XnQ9WXyIig4pPgRBEESZ06qVfbOoP/ssMH06EBkJNG9eOPEfxfgQhJixY4G//wb69i18TgyQ4kNUdEjxIQiCIMqcJ57gaXdtxdsbaNuW/1+pUmGKWnJ1IwgxMhnw7bd8ctOFC8XrSPEhKjr0uSAIgiDKHJmMKyh6ve3H+OYb/rdbt8LZzsnVjSDM88ILwO7d4sQgpPgQFR2rFJ85c+agWbNm8PX1RWhoKPr06YPz58+LtsnNzUV8fDwqVaoEjUaDfv364YZJHtKrV6+iR48e8Pb2RmhoKCZOnIiC4manIwiCICRB1arA1au271+nDs8O16oVcOwYLyOLD0GYRy4H/vc/bvlJS+NlpPgQFR2rPhdJSUmIj49HcnIydu7cCa1Wi86dO+OR0exQb731FjZv3oy1a9ciKSkJGRkZ6Nu3r7Bep9OhR48eyM/Px4EDB7BixQosX74cU6dOdZxUBEEQhMvx5JPAmTP2HePaNWDUKOCff/gyxfgQRPEEB/P5fcaN48taLWV1Iyo2Sms23r59u2h5+fLlCA0NxbFjx9C2bVtkZ2fju+++w+rVq9GhQwcAwLJly1CvXj0kJyejZcuW+O2333DmzBns2rULlStXRqNGjTBr1ixMmjQJ06dPh5qeSIIgCEnSujUPvLYHLy/+19OTp+YlVzeCKJnq1fnf/Hz+I4sPUZGxSvExJTs7GwAQFBQEADh27Bi0Wi06duwobFO3bl1UrVoVBw8eRMuWLXHw4EE0aNAAlStXFrbp0qULRo8ejdOnT6Nx48ZFzpOXl4e8vDxRmUqlglJZWH25XA6FQgGdTge9kRO5QqGAXC5HQUEBmFFi+9LKtVqt6HyGc5m65BVXrlKpoNfroTOaSUwmk0GpVFpcTjKRTCQTySQlmerX12HePD7qbK9MoaFyXLumh1argEpF94lkIplKkunpp/X44w89bt2SQ6/XQa93f5mkeJ9IJvtkUlmg1dus+Oj1eowbNw6tW7dGTEwMACAzMxNqtRoBAQGibStXrozMzExhG2Olx7DesM4cc+bMwYwZM0RlCQkJ6N69u7AcFRWFmJgYnD17Funp6UJ5dHQ0oqOjkZKSgqysLKE8JiYGUVFRSE5OxsOHD4Xypk2bIjg4GElJSaKL2bp1a3h6eiIxMVFUj7i4OOTm5mL//v1CmVKpRMeOHXHnzh0cPXpUKNdoNGjTpg0yMjJw6tQpoTw4OBhNmzbFpUuXcNFooguSiWQimUgmksm8TDk5tbBp0y0AdRERESQJmaR4n0gm15CpSZOL6NevGrKzldi9+zdJyCTF+0Qy2SdT165dURoyxoqb37dkRo8ejW3btmHfvn2IiooCAKxevRqvvvpqEetM8+bN0b59e8ybNw8jR47ElStXsGPHDmF9Tk4OfHx8sHXrVnTr1q3IucjiQzKRTCQTyUQyGdd9yRIZwsKAu3flCAiQo3dv95fJ0nKSiWSyRabTp/WoW5dnWJSKTFK8TySTC1p8xowZgy1btmDv3r2C0gMAYWFhyM/Px71790RWnxs3biAsLEzY5vDhw6LjGbK+GbYxxcPDAx4eHhbVTaFQQGHG4dtYSbKkvLiLZ025XC6H3Ey6IWvLSSaSydpykolkAqQtU2QkcOMGz1wll0tDJkvLSSaSyRaZGjaUnkxSvE8kk2NkKg6rsroxxjBmzBhs2LABu3fvRo0aNUTrmzRpApVKJTI7nT9/HlevXkVsbCwAIDY2Fn/99Rdu3rwpbLNz5074+fmhfv36VlWeIAiCqJiEhQGZmZTcgCAIgrAcqyw+8fHxWL16NTZu3AhfX18hJsff3x9eXl7w9/fH8OHDMX78eAQFBcHPzw8JCQmIjY1Fy5YtAQCdO3dG/fr1MXjwYHz00UfIzMzE5MmTER8fb7FVhyAIgqjYhIcD168DISGk+BAEQRCWYVWMj0wmM1u+bNkyDBs2DACfwHTChAlYs2YN8vLy0KVLF3z55ZciN7YrV65g9OjR2LNnD3x8fDB06FDMnTu3WPMWQRAEQRiTlwe8/DLQoQNQqxZgQUwrQRAEUcGxObkBQRAEQTiTXr2Azp2BunWBTp2cXRuCIAjC1bEqxocgCIIgXAWZDNDpeHIDgiAIgigN+lwQBEEQbotORzE+BEEQhGWQ4kMQBEG4JX5+wJ07pPgQBEEQlkGKD0EQBOGWNGwIHD1Krm4EQRCEZdDngiAIgnBLWrcG9u8niw9BEARhGaT4EARBEG5J48bA48ek+BAEQRCWQYoPQRAE4ZZ4ewP165OrG0EQBGEZ9LkgCIIg3JamTcniQxAEQVgGTWBKEARBuC1XrwLh4YBK5eyaEARBEK4OKT4EQRAEQRAEQUgecnUjCIIgCIIgCELykOJDEARBEARBEITkIcWHIAiCIAiCIAjJQ4oPQRAEQRAEQRCShxQfgiAIgiAIgiAkDyk+BEEQBEEQBEFIHlJ8CIIgCIIgCIKQPKT4EARBEARBEAQheUjxIQiCIAiCIAhC8pDiQxAEQRAEQRCE5CHFhyAIgiAIgiAIyUOKD0EQBEEQBEEQkocUH4IgCIIgCIIgJA8pPgRBEARBEARBSB5SfAiCIAiCIAiCkDz/D61HpF7JnLiGAAAAAElFTkSuQmCC",
+      "text/plain": [
+       "<Figure size 1000x200 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "columns_viz(datasets[8], color= 'blue')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 103,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "madonna_pred = water_spring_madonna\n",
+    "\n",
+    "madonna_pred['Date'] = pd.to_datetime(madonna_pred['Date'])\n",
+    "madonna_pred = madonna_pred.set_index('Date')\n",
+    "\n",
+    "madonna_pred = madonna_pred.fillna(madonna_pred.interpolate())\n",
+    "\n",
+    "\n",
+    "madonna_pred = madonna_pred.reset_index()\n",
+    "madonna_pred['Year'] = madonna_pred['Date'].dt.year\n",
+    "madonna_pred['Month'] = madonna_pred['Date'].dt.month\n",
+    "madonna_pred['Day'] = madonna_pred['Date'].dt.day\n",
+    "madonna_pred = madonna_pred.drop('Date', axis=1)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 104,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "y8 = madonna_pred[['Flow_Rate_Madonna_di_Canneto']]\n",
+    "y8_filled = y8.fillna(y8.median())\n",
+    "x8 = madonna_pred.drop(['Flow_Rate_Madonna_di_Canneto'], axis = 1)\n",
+    "\n",
+    "x_train_madonna_filled, x_test_madonna_filled, y_train_madonna_filled, y_test_madonna_filled = train_test_split(x8, y8_filled, test_size=0.2, random_state=42, shuffle=False)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 105,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<style>#sk-container-id-8 {color: black;}#sk-container-id-8 pre{padding: 0;}#sk-container-id-8 div.sk-toggleable {background-color: white;}#sk-container-id-8 label.sk-toggleable__label {cursor: pointer;display: block;width: 100%;margin-bottom: 0;padding: 0.3em;box-sizing: border-box;text-align: center;}#sk-container-id-8 label.sk-toggleable__label-arrow:before {content: \"▸\";float: left;margin-right: 0.25em;color: #696969;}#sk-container-id-8 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-container-id-8 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-container-id-8 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-container-id-8 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-container-id-8 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-container-id-8 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: \"▾\";}#sk-container-id-8 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-8 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-8 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;}#sk-container-id-8 div.sk-estimator {font-family: monospace;background-color: #f0f8ff;border: 1px dotted black;border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;}#sk-container-id-8 div.sk-estimator:hover {background-color: #d4ebff;}#sk-container-id-8 div.sk-parallel-item::after {content: \"\";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-container-id-8 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-8 div.sk-serial::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: 0;}#sk-container-id-8 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: white;padding-right: 0.2em;padding-left: 0.2em;position: relative;}#sk-container-id-8 div.sk-item {position: relative;z-index: 1;}#sk-container-id-8 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;position: relative;}#sk-container-id-8 div.sk-item::before, #sk-container-id-8 div.sk-parallel-item::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: -1;}#sk-container-id-8 div.sk-parallel-item {display: flex;flex-direction: column;z-index: 1;position: relative;background-color: white;}#sk-container-id-8 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-container-id-8 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-container-id-8 div.sk-parallel-item:only-child::after {width: 0;}#sk-container-id-8 div.sk-dashed-wrapped {border: 1px dashed gray;margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: white;}#sk-container-id-8 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;}#sk-container-id-8 div.sk-label-container {text-align: center;}#sk-container-id-8 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }` but bootstrap.min.css set `[hidden] { display: none !important; }` so we also need the `!important` here to be able to override the default hidden behavior on the sphinx rendered scikit-learn.org. See: https://github.com/scikit-learn/scikit-learn/issues/21755 */display: inline-block !important;position: relative;}#sk-container-id-8 div.sk-text-repr-fallback {display: none;}</style><div id=\"sk-container-id-8\" class=\"sk-top-container\"><div class=\"sk-text-repr-fallback\"><pre>XGBRegressor(base_score=None, booster=None, callbacks=None,\n",
+       "             colsample_bylevel=None, colsample_bynode=None,\n",
+       "             colsample_bytree=None, device=None, early_stopping_rounds=None,\n",
+       "             enable_categorical=True, eval_metric=None, feature_types=None,\n",
+       "             gamma=None, grow_policy=None, importance_type=None,\n",
+       "             interaction_constraints=None, learning_rate=0.04, max_bin=None,\n",
+       "             max_cat_threshold=None, max_cat_to_onehot=None,\n",
+       "             max_delta_step=None, max_depth=2, max_leaves=None,\n",
+       "             min_child_weight=None, missing=nan, monotone_constraints=None,\n",
+       "             multi_strategy=None, n_estimators=200, n_jobs=None,\n",
+       "             num_parallel_tree=None, random_state=0, ...)</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class=\"sk-container\" hidden><div class=\"sk-item\"><div class=\"sk-estimator sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-8\" type=\"checkbox\" checked><label for=\"sk-estimator-id-8\" class=\"sk-toggleable__label sk-toggleable__label-arrow\">XGBRegressor</label><div class=\"sk-toggleable__content\"><pre>XGBRegressor(base_score=None, booster=None, callbacks=None,\n",
+       "             colsample_bylevel=None, colsample_bynode=None,\n",
+       "             colsample_bytree=None, device=None, early_stopping_rounds=None,\n",
+       "             enable_categorical=True, eval_metric=None, feature_types=None,\n",
+       "             gamma=None, grow_policy=None, importance_type=None,\n",
+       "             interaction_constraints=None, learning_rate=0.04, max_bin=None,\n",
+       "             max_cat_threshold=None, max_cat_to_onehot=None,\n",
+       "             max_delta_step=None, max_depth=2, max_leaves=None,\n",
+       "             min_child_weight=None, missing=nan, monotone_constraints=None,\n",
+       "             multi_strategy=None, n_estimators=200, n_jobs=None,\n",
+       "             num_parallel_tree=None, random_state=0, ...)</pre></div></div></div></div></div>"
+      ],
+      "text/plain": [
+       "XGBRegressor(base_score=None, booster=None, callbacks=None,\n",
+       "             colsample_bylevel=None, colsample_bynode=None,\n",
+       "             colsample_bytree=None, device=None, early_stopping_rounds=None,\n",
+       "             enable_categorical=True, eval_metric=None, feature_types=None,\n",
+       "             gamma=None, grow_policy=None, importance_type=None,\n",
+       "             interaction_constraints=None, learning_rate=0.04, max_bin=None,\n",
+       "             max_cat_threshold=None, max_cat_to_onehot=None,\n",
+       "             max_delta_step=None, max_depth=2, max_leaves=None,\n",
+       "             min_child_weight=None, missing=nan, monotone_constraints=None,\n",
+       "             multi_strategy=None, n_estimators=200, n_jobs=None,\n",
+       "             num_parallel_tree=None, random_state=0, ...)"
+      ]
+     },
+     "execution_count": 105,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "madonna_params = {'n_estimators': 200,\n",
+    "            'max_depth': 2,\n",
+    "            'subsample': 1,\n",
+    "            'learning_rate': 0.04,\n",
+    "            'random_state': 0,\n",
+    "            'enable_categorical': True}\n",
+    "\n",
+    "madonna_model = XGBRegressor(**madonna_params)\n",
+    "\n",
+    "madonna_model.fit(x_train_madonna_filled, y_train_madonna_filled)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 106,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MAE value:  39.02343229263114\n"
+     ]
+    }
+   ],
+   "source": [
+    "madonna_y_pred = madonna_model.predict(x_test_madonna_filled)\n",
+    "\n",
+    "print('MAE value: ', mean_absolute_error(y_test_madonna_filled, madonna_y_pred))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 107,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1500x500 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "predicted_viz(y_test_madonna_filled, madonna_y_pred, 'Flow_Rate_Madonna_di_Canneto', 'Water Spring Madonna di Canneto', water_spring_madonna)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.4"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}