From 5225fd0c36896ed44b1b13e1f36d9a94d426fc74 Mon Sep 17 00:00:00 2001 From: John Jasa Date: Wed, 5 Aug 2026 14:07:24 -0600 Subject: [PATCH 1/8] Moving from HOPP wave to native H2I pysam wave --- CHANGELOG.md | 1 + .../05_wind_h2_opt/run_wind_electrolyzer.py | 1 - examples/06_custom_tech/run_wind_paper.py | 1 - .../direct_ocean_capture/plant_config.yaml | 17 +- .../direct_ocean_capture/run_wind_wave_doc.py | 1 - .../direct_ocean_capture/tech_config.yaml | 63 +- .../tech_inputs/hopp_config.yaml | 2 +- .../wave_lat43.81_lon-124.82__2010.csv | 2923 ----------------- .../run_wind_wave_oae.py | 1 - .../run_wind_wave_oae.py | 1 - .../10_electrolyzer_om/run_electrolyzer_om.py | 1 - .../run_wind_pv_battery.py | 1 - .../run_nuclear_reactor_thermal.py | 1 - .../converters/water_power/__init__.py | 1 + .../water_power/test/test_wave_pysam.py | 679 ++++ .../converters/water_power/wave_pysam.py | 259 ++ h2integrate/core/supported_models.py | 2 + h2integrate/resource/wave.py | 131 + pyproject.toml | 1 + 19 files changed, 1144 insertions(+), 2943 deletions(-) delete mode 100644 examples/09_co2/direct_ocean_capture/weather_data/wave_lat43.81_lon-124.82__2010.csv create mode 100644 h2integrate/converters/water_power/test/test_wave_pysam.py create mode 100644 h2integrate/converters/water_power/wave_pysam.py create mode 100644 h2integrate/resource/wave.py diff --git a/CHANGELOG.md b/CHANGELOG.md index d26769025..fc7d5a147 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,6 +1,7 @@ # Changelog ## Unreleased +- Add `PySAMWavePerformanceModel` and `WaveResource` to wrap PySAM MhkWave as an H2I performance model, replacing the HOPP wave module in example 09. [PR TBD] - Bug fix so multi-level output path won't throw an error; updated test for EIA API handling. [PR 820](https://github.com/NatLabRockies/H2Integrate/pull/820) - Change commodity in DRI and EAF model from pig iron to sponge iron based on likely carbon content [PR 670](https://github.com/NatLabRockies/H2Integrate/pull/670) - Bugfix for round-trip efficiency handling when calling `check_inputs` around `StoragePerformanceModel` [PR 684](https://github.com/NatLabRockies/H2Integrate/pull/684) diff --git a/examples/05_wind_h2_opt/run_wind_electrolyzer.py b/examples/05_wind_h2_opt/run_wind_electrolyzer.py index 23aa507f6..a862e782f 100644 --- a/examples/05_wind_h2_opt/run_wind_electrolyzer.py +++ b/examples/05_wind_h2_opt/run_wind_electrolyzer.py @@ -1,7 +1,6 @@ from h2integrate import H2IntegrateModel -# Create a GreenHEART model h2i = H2IntegrateModel("wind_plant_electrolyzer.yaml") # Run the model diff --git a/examples/06_custom_tech/run_wind_paper.py b/examples/06_custom_tech/run_wind_paper.py index 18e85bee0..720ac3b73 100644 --- a/examples/06_custom_tech/run_wind_paper.py +++ b/examples/06_custom_tech/run_wind_paper.py @@ -1,7 +1,6 @@ from h2integrate import H2IntegrateModel -# Create a GreenHEART model h2i = H2IntegrateModel("wind_plant_paper.yaml") # Run the model diff --git a/examples/09_co2/direct_ocean_capture/plant_config.yaml b/examples/09_co2/direct_ocean_capture/plant_config.yaml index acc66faee..ffc41a782 100644 --- a/examples/09_co2/direct_ocean_capture/plant_config.yaml +++ b/examples/09_co2/direct_ocean_capture/plant_config.yaml @@ -9,15 +9,21 @@ sites: resource_model: WTKNLRDeveloperAPIWindResource resource_parameters: resource_year: 2010 + wave_resource: + resource_model: WaveResource + resource_parameters: + resource_dir: resource_files/wave/ + resource_filename: wave_lat43.81_lon-124.82__2010.csv + resource_year: 2010 # array of arrays containing left-to-right technology # interconnections; can support bidirectional connections # with the reverse definition. # this will naturally grow as we mature the interconnected tech technology_interconnections: - - [hopp, combiner, electricity, cable] + - [wave, combiner, electricity, cable] - [wind, combiner, electricity, cable] - [combiner, battery, electricity, cable] - # combine the battery output with the wind and hopp generation + # combine the battery output with the wind and wave generation - [battery, elec_combiner, electricity, cable] - [combiner, elec_combiner, electricity, cable] # connect the electricity supply to the doc @@ -29,6 +35,9 @@ tech_to_dispatch_connections: resource_to_tech_connections: # connect the wind resource to the wind technology - [site.wind_resource, wind, wind_resource_data] + # connect the wave resource to the wave technology + - [site.wave_resource, wave, significant_wave_height] + - [site.wave_resource, wave, energy_period] plant: plant_life: 30 finance_parameters: @@ -61,8 +70,8 @@ finance_parameters: electricity: commodity: electricity commodity_stream: combiner - technologies: [hopp, wind, battery] + technologies: [wave, wind, battery] co2: commodity: co2 commodity_stream: doc - technologies: [hopp, wind, battery, doc] + technologies: [wave, wind, battery, doc] diff --git a/examples/09_co2/direct_ocean_capture/run_wind_wave_doc.py b/examples/09_co2/direct_ocean_capture/run_wind_wave_doc.py index c329b8948..a53af531f 100644 --- a/examples/09_co2/direct_ocean_capture/run_wind_wave_doc.py +++ b/examples/09_co2/direct_ocean_capture/run_wind_wave_doc.py @@ -3,7 +3,6 @@ from h2integrate import H2IntegrateModel -# Create a GreenHEART model h2i_model = H2IntegrateModel("offshore_plant_doc.yaml") # Set battery demand profile diff --git a/examples/09_co2/direct_ocean_capture/tech_config.yaml b/examples/09_co2/direct_ocean_capture/tech_config.yaml index 3051738d6..c2800389e 100644 --- a/examples/09_co2/direct_ocean_capture/tech_config.yaml +++ b/examples/09_co2/direct_ocean_capture/tech_config.yaml @@ -1,19 +1,68 @@ name: technology_config description: This plant has offshore wind and wave energy connected to a direct ocean capture device technologies: - hopp: + wave: performance_model: - model: HOPPComponent + model: PySAMWavePerformanceModel cost_model: - model: HOPPComponent + model: PySAMMarineCostModel dispatch_rule_set: model: PyomoDispatchGenericConverter model_inputs: + shared_parameters: + device_rating_kw: 286 # kW, rated power of a single wave device + num_devices: 108 # number of wave energy converters performance_parameters: - cache_dir: cache - enable_caching: true - hopp_config: !include tech_inputs/hopp_config.yaml - cost_year: 2022 + resource_year: 2010 + wave_power_matrix: + - [0.0, 0.5, 1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, 9.5, 10.5, 11.5, 12.5, 13.5, 14.5, 15.5, 16.5, 17.5, 18.5, + 19.5, 20.5] + - [0.25, 0.0, 0.0, 0.0, 0.0, 0.4, 0.6, 0.8, 1.0, 1.1, 1.1, 1.0, 0.8, 0.7, 0.6, 0.5, 0.4, 0.3, 0.3, 0.2, 0.2, 0.0] + - [0.75, 0.0, 0.0, 0.0, 0.0, 3.2, 5.3, 7.4, 9.1, 9.8, 9.5, 8.6, 7.4, 6.2, 5.1, 4.1, 3.4, 2.8, 2.3, 1.9, 1.6, 0.0] + - [1.25, 0.0, 0.0, 0.0, 0.0, 9.0, 14.8, 20.5, 25.0, 26.8, 25.9, 23.3, 20.0, 16.8, 13.8, 11.3, 9.2, 7.6, 6.3, 5.2, + 4.3, 0.0] + - [1.75, 0.0, 0.0, 0.0, 0.0, 17.6, 28.9, 39.9, 48.3, 51.6, 49.7, 44.7, 38.4, 32.2, 26.5, 21.7, 17.8, 14.6, 12.1, + 10.0, 8.4, 0.0] + - [2.25, 0.0, 0.0, 0.0, 0.0, 29.0, 47.5, 65.4, 78.8, 83.8, 80.6, 72.4, 62.3, 52.2, 43.0, 35.3, 28.9, 23.8, 19.7, + 16.3, 13.7, 0.0] + - [2.75, 0.0, 0.0, 0.0, 0.0, 43.2, 70.7, 97.0, 116.3, 123.1, 118.1, 106.1, 91.3, 76.5, 63.2, 51.9, 42.5, 35.0, 28.9, + 24.1, 20.1, 0.0] + - [3.25, 0.0, 0.0, 0.0, 0.0, 60.2, 98.3, 134.5, 160.5, 169.3, 162.1, 145.5, 125.2, 105.0, 86.8, 71.3, 58.5, 48.2, + 39.9, 33.2, 27.8, 0.0] + - [3.75, 0.0, 0.0, 0.0, 0.0, 79.9, 130.4, 177.8, 211.2, 222.0, 212.2, 190.4, 164.0, 137.6, 113.8, 93.6, 76.9, 63.3, + 52.5, 43.7, 36.6, 0.0] + - [4.25, 0.0, 0.0, 0.0, 0.0, 102.4, 166.7, 226.7, 268.3, 281.1, 268.2, 240.5, 207.2, 174.1, 144.1, 118.5, 97.4, + 80.3, 66.6, 55.5, 46.5, 0.0] + - [4.75, 0.0, 0.0, 0.0, 0.0, 127.6, 207.4, 281.2, 286.0, 286.0, 286.0, 286.0, 255.0, 214.3, 177.5, 146.1, 120.2, + 99.2, 82.2, 68.6, 57.6, 0.0] + - [5.25, 0.0, 0.0, 0.0, 0.0, 155.4, 252.4, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 258.2, 214.0, 176.3, 145.1, + 119.8, 99.4, 83.0, 69.7, 0.0] + - [5.75, 0.0, 0.0, 0.0, 0.0, 186.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 253.6, 209.0, 172.2, + 142.2, 118.1, 98.6, 82.8, 0.0] + - [6.25, 0.0, 0.0, 0.0, 0.0, 219.2, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 244.2, 201.2, + 166.4, 138.2, 115.5, 97.1, 0.0] + - [6.75, 0.0, 0.0, 0.0, 0.0, 255.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 281.9, 232.4, + 192.2, 159.7, 133.5, 112.3, 0.0] + - [7.25, 0.0, 0.0, 0.0, 0.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 265.6, + 219.8, 182.8, 152.9, 128.7, 0.0] + - [7.75, 0.0, 0.0, 0.0, 0.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, + 249.0, 207.2, 173.4, 146.0, 0.0] + - [8.25, 0.0, 0.0, 0.0, 0.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, + 279.9, 233.0, 195.1, 164.4, 0.0] + - [8.75, 0.0, 0.0, 0.0, 0.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, + 286.0, 260.2, 218.0, 183.8, 0.0] + - [9.25, 0.0, 0.0, 0.0, 0.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, + 286.0, 286.0, 242.1, 204.1, 0.0] + - [9.75, 0.0, 0.0, 0.0, 0.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, 286.0, + 286.0, 286.0, 267.4, 225.6, 0.0] + cost_parameters: + reference_model_number: 3 # RM3: Wave Point Absorber + water_depth: 482 # meters + distance_to_shore: 50 # km + number_rows: 18 + device_spacing: 600 # meters + row_spacing: 600 # meters + cable_system_overbuild: 20 # percent dispatch_rule_parameters: commodity: electricity commodity_rate_units: kW diff --git a/examples/09_co2/direct_ocean_capture/tech_inputs/hopp_config.yaml b/examples/09_co2/direct_ocean_capture/tech_inputs/hopp_config.yaml index a97bd82bc..17cd67640 100644 --- a/examples/09_co2/direct_ocean_capture/tech_inputs/hopp_config.yaml +++ b/examples/09_co2/direct_ocean_capture/tech_inputs/hopp_config.yaml @@ -21,7 +21,7 @@ site: solar: false wind: false wave: true - wave_resource_file: ./weather_data/wave_lat43.81_lon-124.82__2010.csv + wave_resource_file: ../../../../resource_files/wave/wave_lat43.81_lon-124.82__2010.csv grid_resource_file: '' # Technologies technologies: diff --git a/examples/09_co2/direct_ocean_capture/weather_data/wave_lat43.81_lon-124.82__2010.csv b/examples/09_co2/direct_ocean_capture/weather_data/wave_lat43.81_lon-124.82__2010.csv deleted file mode 100644 index 904b5225f..000000000 --- a/examples/09_co2/direct_ocean_capture/weather_data/wave_lat43.81_lon-124.82__2010.csv +++ /dev/null @@ -1,2923 +0,0 @@ -Source,Location ID,Jurisdiction,Latitude,Longitude,Time Zone,Local Time Zone,Distance to Shore,Directionality Coefficient,Energy Period,Maximum Energy Direction,Mean Absolute Period,Mean Wave Direction,Mean Zero-Crossing Period,Omni-Directional Wave Power,Peak Period,Significant Wave Height,Spectral Width,Water Depth,Version -DOE-WPTO US Wave dataset,308711,b'Federal',43.8129,-124.811,0,-8,50241.793,-,s,deg,s,deg,s,W/m,s,m,-,439,v1.0.0 -Year,Month,Day,Hour,Minute,Significant Wave Height,Energy Period -2010,1,1,0,0,4.244170188903809,8.7298002243042 -2010,1,1,3,0,3.967829942703247,9.101499557495117 -2010,1,1,6,0,3.8479599952697754,9.180999755859375 -2010,1,1,9,0,3.957129955291748,9.159199714660645 -2010,1,1,12,0,3.783560037612915,9.314299583435059 -2010,1,1,15,0,4.277359962463379,9.068499565124512 -2010,1,1,18,0,5.620870113372803,10.273200035095215 -2010,1,1,21,0,6.127900123596191,11.821700096130371 -2010,1,2,0,0,5.965089797973633,12.387900352478027 -2010,1,2,3,0,5.563000202178955,12.644100189208984 -2010,1,2,6,0,5.154119968414307,12.607500076293945 -2010,1,2,9,0,4.736889839172363,12.503299713134766 -2010,1,2,12,0,4.391469955444336,12.270299911499023 -2010,1,2,15,0,4.06564998626709,12.098400115966797 -2010,1,2,18,0,3.760580062866211,11.847399711608887 -2010,1,2,21,0,3.470599889755249,11.531299591064453 -2010,1,3,0,0,3.210059881210327,11.226900100708008 -2010,1,3,3,0,2.9644598960876465,10.951199531555176 -2010,1,3,6,0,2.711869955062866,10.652299880981445 -2010,1,3,9,0,2.4731500148773193,10.35509967803955 -2010,1,3,12,0,2.254189968109131,10.116100311279297 -2010,1,3,15,0,2.0734798908233643,9.65369987487793 -2010,1,3,18,0,1.92330002784729,9.332900047302246 -2010,1,3,21,0,1.7927900552749634,9.359100341796875 -2010,1,4,0,0,1.6796400547027588,9.490400314331055 -2010,1,4,3,0,1.6280699968338013,9.70110034942627 -2010,1,4,6,0,1.6899800300598145,9.531499862670898 -2010,1,4,9,0,1.9020500183105469,8.777700424194336 -2010,1,4,12,0,2.5929300785064697,7.739500045776367 -2010,1,4,15,0,3.1001999378204346,8.399299621582031 -2010,1,4,18,0,4.0980401039123535,8.771200180053711 -2010,1,4,21,0,4.315340042114258,9.093999862670898 -2010,1,5,0,0,3.955280065536499,8.943499565124512 -2010,1,5,3,0,3.4883100986480713,8.803099632263184 -2010,1,5,6,0,3.239759922027588,8.572799682617188 -2010,1,5,9,0,2.852979898452759,8.479999542236328 -2010,1,5,12,0,2.633780002593994,8.197099685668945 -2010,1,5,15,0,2.4995899200439453,7.966899871826172 -2010,1,5,18,0,2.4119200706481934,7.815700054168701 -2010,1,5,21,0,2.2378299236297607,7.92579984664917 -2010,1,6,0,0,2.1780200004577637,7.780799865722656 -2010,1,6,3,0,2.3190701007843018,7.496399879455566 -2010,1,6,6,0,2.4481000900268555,7.429999828338623 -2010,1,6,9,0,2.242690086364746,7.762899875640869 -2010,1,6,12,0,2.12637996673584,8.164600372314453 -2010,1,6,15,0,2.038480043411255,9.18529987335205 -2010,1,6,18,0,2.135430097579956,9.975199699401855 -2010,1,6,21,0,2.2613399028778076,10.40060043334961 -2010,1,7,0,0,2.308880090713501,10.595100402832031 -2010,1,7,3,0,2.2920401096343994,10.755599975585938 -2010,1,7,6,0,2.263040065765381,10.98900032043457 -2010,1,7,9,0,2.2710399627685547,11.43019962310791 -2010,1,7,12,0,2.354919910430908,12.175700187683105 -2010,1,7,15,0,2.5298900604248047,13.061300277709961 -2010,1,7,18,0,2.834980010986328,13.40250015258789 -2010,1,7,21,0,3.168879985809326,13.121700286865234 -2010,1,8,0,0,3.521519899368286,12.31820011138916 -2010,1,8,3,0,3.802639961242676,12.267600059509277 -2010,1,8,6,0,4.0100297927856445,12.273900032043457 -2010,1,8,9,0,4.019390106201172,12.335100173950195 -2010,1,8,12,0,3.912169933319092,12.202300071716309 -2010,1,8,15,0,3.79328989982605,11.979299545288086 -2010,1,8,18,0,3.7606499195098877,11.500399589538574 -2010,1,8,21,0,4.068580150604248,10.442999839782715 -2010,1,9,0,0,4.468440055847168,9.860799789428711 -2010,1,9,3,0,4.4161200523376465,10.143199920654297 -2010,1,9,6,0,4.343440055847168,10.222999572753906 -2010,1,9,9,0,4.040259838104248,10.508500099182129 -2010,1,9,12,0,3.916260004043579,10.618000030517578 -2010,1,9,15,0,3.7231500148773193,11.539400100708008 -2010,1,9,18,0,3.7488200664520264,12.615300178527832 -2010,1,9,21,0,3.918760061264038,13.602899551391602 -2010,1,10,0,0,4.12706995010376,13.927800178527832 -2010,1,10,3,0,4.202750205993652,13.99370002746582 -2010,1,10,6,0,4.146440029144287,13.842100143432617 -2010,1,10,9,0,3.979099988937378,13.604000091552734 -2010,1,10,12,0,3.797760009765625,13.064200401306152 -2010,1,10,15,0,3.6466898918151855,12.2391996383667 -2010,1,10,18,0,3.491230010986328,11.26159954071045 -2010,1,10,21,0,3.3899099826812744,10.24590015411377 -2010,1,11,0,0,3.5587000846862793,9.31309986114502 -2010,1,11,3,0,3.854979991912842,9.56149959564209 -2010,1,11,6,0,4.610199928283691,9.76710033416748 -2010,1,11,9,0,5.583600044250488,10.379599571228027 -2010,1,11,12,0,5.911240100860596,10.991999626159668 -2010,1,11,15,0,5.650559902191162,11.101200103759766 -2010,1,11,18,0,5.2027997970581055,11.212300300598145 -2010,1,11,21,0,5.344120025634766,10.943599700927734 -2010,1,12,0,0,6.260509967803955,11.31719970703125 -2010,1,12,3,0,7.423630237579346,11.653499603271484 -2010,1,12,6,0,6.961009979248047,11.671899795532227 -2010,1,12,9,0,5.917230129241943,12.018600463867188 -2010,1,12,12,0,5.462870121002197,12.325300216674805 -2010,1,12,15,0,5.284900188446045,12.770000457763672 -2010,1,12,18,0,5.360249996185303,12.932100296020508 -2010,1,12,21,0,5.398290157318115,13.057600021362305 -2010,1,13,0,0,5.427710056304932,13.054499626159668 -2010,1,13,3,0,5.334219932556152,13.228300094604492 -2010,1,13,6,0,5.242569923400879,13.178199768066406 -2010,1,13,9,0,5.5671000480651855,12.394399642944336 -2010,1,13,12,0,6.2942399978637695,11.533599853515625 -2010,1,13,15,0,6.324659824371338,11.22920036315918 -2010,1,13,18,0,5.632150173187256,11.48270034790039 -2010,1,13,21,0,4.975319862365723,11.966300010681152 -2010,1,14,0,0,4.535530090332031,12.11340045928955 -2010,1,14,3,0,4.180759906768799,12.2677001953125 -2010,1,14,6,0,3.9365899562835693,12.283699989318848 -2010,1,14,9,0,3.775010108947754,12.180500030517578 -2010,1,14,12,0,3.6866800785064697,11.730899810791016 -2010,1,14,15,0,3.6075499057769775,10.968999862670898 -2010,1,14,18,0,3.4895200729370117,10.145400047302246 -2010,1,14,21,0,3.418829917907715,9.44480037689209 -2010,1,15,0,0,3.6197400093078613,9.354000091552734 -2010,1,15,3,0,3.8812499046325684,9.838399887084961 -2010,1,15,6,0,4.2046799659729,9.874300003051758 -2010,1,15,9,0,4.203219890594482,10.022899627685547 -2010,1,15,12,0,4.420070171356201,9.765199661254883 -2010,1,15,15,0,4.875889778137207,9.828700065612793 -2010,1,15,18,0,5.8518900871276855,9.645400047302246 -2010,1,15,21,0,5.202899932861328,10.702699661254883 -2010,1,16,0,0,4.401509761810303,11.092300415039062 -2010,1,16,3,0,4.055089950561523,11.236000061035156 -2010,1,16,6,0,3.841749906539917,11.280200004577637 -2010,1,16,9,0,3.667180061340332,11.157299995422363 -2010,1,16,12,0,3.5035200119018555,10.975000381469727 -2010,1,16,15,0,3.2584900856018066,10.826800346374512 -2010,1,16,18,0,3.0273499488830566,10.637200355529785 -2010,1,16,21,0,2.895970106124878,10.24530029296875 -2010,1,17,0,0,2.7672901153564453,10.06089973449707 -2010,1,17,3,0,2.682339906692505,9.590900421142578 -2010,1,17,6,0,2.8105499744415283,8.540900230407715 -2010,1,17,9,0,2.9714200496673584,7.974100112915039 -2010,1,17,12,0,3.6705501079559326,8.173500061035156 -2010,1,17,15,0,4.342490196228027,9.574999809265137 -2010,1,17,18,0,5.514530181884766,10.103599548339844 -2010,1,17,21,0,5.735690116882324,11.110899925231934 -2010,1,18,0,0,8.133740425109863,11.271200180053711 -2010,1,18,3,0,7.950439929962158,11.682700157165527 -2010,1,18,6,0,8.471329689025879,11.942999839782715 -2010,1,18,9,0,8.371100425720215,12.673199653625488 -2010,1,18,12,0,7.353240013122559,13.582099914550781 -2010,1,18,15,0,6.309939861297607,13.971699714660645 -2010,1,18,18,0,5.677840232849121,13.998299598693848 -2010,1,18,21,0,5.330389976501465,13.50790023803711 -2010,1,19,0,0,5.051929950714111,13.490500450134277 -2010,1,19,3,0,5.507110118865967,12.594799995422363 -2010,1,19,6,0,6.935269832611084,11.402899742126465 -2010,1,19,9,0,8.218890190124512,11.84119987487793 -2010,1,19,12,0,7.522779941558838,12.757699966430664 -2010,1,19,15,0,6.697199821472168,12.618900299072266 -2010,1,19,18,0,6.231200218200684,12.020400047302246 -2010,1,19,21,0,5.928999900817871,11.679800033569336 -2010,1,20,0,0,6.250030040740967,11.247400283813477 -2010,1,20,3,0,6.281310081481934,11.718299865722656 -2010,1,20,6,0,6.105679988861084,12.925600051879883 -2010,1,20,9,0,5.835629940032959,13.505800247192383 -2010,1,20,12,0,5.522669792175293,13.425700187683105 -2010,1,20,15,0,5.266260147094727,13.290900230407715 -2010,1,20,18,0,5.011340141296387,13.110199928283691 -2010,1,20,21,0,4.72613000869751,12.966899871826172 -2010,1,21,0,0,4.5623698234558105,12.754300117492676 -2010,1,21,3,0,4.775139808654785,12.132800102233887 -2010,1,21,6,0,4.585549831390381,12.007599830627441 -2010,1,21,9,0,4.650109767913818,11.842599868774414 -2010,1,21,12,0,5.354519844055176,10.6766996383667 -2010,1,21,15,0,5.970510005950928,10.075699806213379 -2010,1,21,18,0,5.539249897003174,10.199199676513672 -2010,1,21,21,0,4.570059776306152,10.274900436401367 -2010,1,22,0,0,3.8905200958251953,10.676199913024902 -2010,1,22,3,0,3.4974300861358643,11.08650016784668 -2010,1,22,6,0,3.286250114440918,11.221699714660645 -2010,1,22,9,0,3.1621100902557373,11.314399719238281 -2010,1,22,12,0,3.140939950942993,11.490500450134277 -2010,1,22,15,0,3.2085399627685547,11.887900352478027 -2010,1,22,18,0,3.4395101070404053,12.687800407409668 -2010,1,22,21,0,3.856760025024414,13.463800430297852 -2010,1,23,0,0,4.213369846343994,13.656599998474121 -2010,1,23,3,0,4.263539791107178,13.615699768066406 -2010,1,23,6,0,4.151619911193848,13.328900337219238 -2010,1,23,9,0,3.96766996383667,12.90149974822998 -2010,1,23,12,0,3.755429983139038,12.487199783325195 -2010,1,23,15,0,3.5474600791931152,12.17770004272461 -2010,1,23,18,0,3.378159999847412,11.853099822998047 -2010,1,23,21,0,3.225719928741455,11.51509952545166 -2010,1,24,0,0,3.1319398880004883,10.907699584960938 -2010,1,24,3,0,2.9934399127960205,10.643199920654297 -2010,1,24,6,0,2.994080066680908,9.890000343322754 -2010,1,24,9,0,3.3364200592041016,8.56879997253418 -2010,1,24,12,0,3.9600799083709717,8.202300071716309 -2010,1,24,15,0,4.715139865875244,8.827099800109863 -2010,1,24,18,0,6.430210113525391,9.779600143432617 -2010,1,24,21,0,6.692749977111816,10.002699851989746 -2010,1,25,0,0,7.436429977416992,10.785400390625 -2010,1,25,3,0,6.541560173034668,11.078200340270996 -2010,1,25,6,0,5.381410121917725,10.872699737548828 -2010,1,25,9,0,5.034520149230957,11.477999687194824 -2010,1,25,12,0,6.140200138092041,13.426600456237793 -2010,1,25,15,0,6.4385199546813965,14.275699615478516 -2010,1,25,18,0,6.101480007171631,14.307499885559082 -2010,1,25,21,0,5.658549785614014,14.011199951171875 -2010,1,26,0,0,5.177380084991455,13.603400230407715 -2010,1,26,3,0,4.724390029907227,13.138199806213379 -2010,1,26,6,0,4.3536601066589355,12.726699829101562 -2010,1,26,9,0,4.014019966125488,12.34529972076416 -2010,1,26,12,0,3.7388200759887695,12.010600090026855 -2010,1,26,15,0,3.5000998973846436,11.715100288391113 -2010,1,26,18,0,3.281830072402954,11.451800346374512 -2010,1,26,21,0,3.084709882736206,11.230400085449219 -2010,1,27,0,0,2.8968100547790527,11.024900436401367 -2010,1,27,3,0,2.7334001064300537,10.850500106811523 -2010,1,27,6,0,2.5926098823547363,10.722299575805664 -2010,1,27,9,0,2.4649300575256348,10.617899894714355 -2010,1,27,12,0,2.3530099391937256,10.541099548339844 -2010,1,27,15,0,2.265860080718994,10.523699760437012 -2010,1,27,18,0,2.2083899974823,10.556300163269043 -2010,1,27,21,0,2.1707000732421875,10.620400428771973 -2010,1,28,0,0,2.1282598972320557,10.62559986114502 -2010,1,28,3,0,2.0485000610351562,10.519200325012207 -2010,1,28,6,0,1.9324400424957275,10.3818998336792 -2010,1,28,9,0,1.8384100198745728,10.459500312805176 -2010,1,28,12,0,1.9003499746322632,10.532600402832031 -2010,1,28,15,0,2.1207499504089355,10.643500328063965 -2010,1,28,18,0,2.5083000659942627,10.523200035095215 -2010,1,28,21,0,2.795109987258911,10.873499870300293 -2010,1,29,0,0,3.122159957885742,10.669099807739258 -2010,1,29,3,0,3.5144898891448975,10.654800415039062 -2010,1,29,6,0,4.097229957580566,10.61870002746582 -2010,1,29,9,0,4.40349006652832,11.324600219726562 -2010,1,29,12,0,4.61067008972168,11.684800148010254 -2010,1,29,15,0,4.439760208129883,12.293000221252441 -2010,1,29,18,0,4.194890022277832,12.180899620056152 -2010,1,29,21,0,4.00875997543335,11.973699569702148 -2010,1,30,0,0,3.868540048599243,11.75629997253418 -2010,1,30,3,0,3.644710063934326,11.988900184631348 -2010,1,30,6,0,3.463870048522949,12.225500106811523 -2010,1,30,9,0,3.383239984512329,12.42870044708252 -2010,1,30,12,0,3.399290084838867,12.64229965209961 -2010,1,30,15,0,3.4381299018859863,12.778400421142578 -2010,1,30,18,0,3.4129300117492676,12.751899719238281 -2010,1,30,21,0,3.319380044937134,12.603400230407715 -2010,1,31,0,0,3.193429946899414,12.39579963684082 -2010,1,31,3,0,3.051800012588501,12.148599624633789 -2010,1,31,6,0,2.9003400802612305,11.866600036621094 -2010,1,31,9,0,2.739109992980957,11.56470012664795 -2010,1,31,12,0,2.562160015106201,11.24899959564209 -2010,1,31,15,0,2.3805699348449707,10.9266996383667 -2010,1,31,18,0,2.2105300426483154,10.616700172424316 -2010,1,31,21,0,2.0561599731445312,10.317899703979492 -2010,2,1,0,0,1.9161499738693237,9.962200164794922 -2010,2,1,3,0,1.7813700437545776,9.531000137329102 -2010,2,1,6,0,1.653749942779541,8.973199844360352 -2010,2,1,9,0,1.6726499795913696,8.26360034942627 -2010,2,1,12,0,1.9900399446487427,7.667099952697754 -2010,2,1,15,0,2.549180030822754,7.410699844360352 -2010,2,1,18,0,2.901710033416748,7.671800136566162 -2010,2,1,21,0,2.8573200702667236,7.9878997802734375 -2010,2,2,0,0,2.7160298824310303,8.26609992980957 -2010,2,2,3,0,2.5585100650787354,8.989999771118164 -2010,2,2,6,0,2.7695300579071045,10.001500129699707 -2010,2,2,9,0,3.1469099521636963,11.267800331115723 -2010,2,2,12,0,3.4003798961639404,11.706600189208984 -2010,2,2,15,0,3.371150016784668,11.666899681091309 -2010,2,2,18,0,3.2770700454711914,11.196200370788574 -2010,2,2,21,0,3.1140599250793457,10.920599937438965 -2010,2,3,0,0,3.0232601165771484,10.297300338745117 -2010,2,3,3,0,3.003499984741211,9.709500312805176 -2010,2,3,6,0,2.9654901027679443,9.137399673461914 -2010,2,3,9,0,2.746690034866333,9.044500350952148 -2010,2,3,12,0,2.577130079269409,8.8818998336792 -2010,2,3,15,0,2.5583300590515137,8.647299766540527 -2010,2,3,18,0,2.6281800270080566,8.601300239562988 -2010,2,3,21,0,2.7819299697875977,8.449600219726562 -2010,2,4,0,0,2.72733998298645,8.733499526977539 -2010,2,4,3,0,2.696969985961914,8.898599624633789 -2010,2,4,6,0,2.6936800479888916,8.98330020904541 -2010,2,4,9,0,2.658370018005371,9.031399726867676 -2010,2,4,12,0,2.805180072784424,8.734999656677246 -2010,2,4,15,0,2.87785005569458,8.870699882507324 -2010,2,4,18,0,2.9189200401306152,8.970399856567383 -2010,2,4,21,0,3.1787800788879395,9.041799545288086 -2010,2,5,0,0,4.385169982910156,10.809800148010254 -2010,2,5,3,0,5.205540180206299,11.770500183105469 -2010,2,5,6,0,4.879000186920166,11.17870044708252 -2010,2,5,9,0,4.20196008682251,10.8951997756958 -2010,2,5,12,0,4.072269916534424,10.818900108337402 -2010,2,5,15,0,4.135970115661621,10.660099983215332 -2010,2,5,18,0,4.1347198486328125,9.791600227355957 -2010,2,5,21,0,3.7853100299835205,9.829899787902832 -2010,2,6,0,0,3.6376800537109375,9.779600143432617 -2010,2,6,3,0,3.752530097961426,9.694100379943848 -2010,2,6,6,0,4.016280174255371,10.380900382995605 -2010,2,6,9,0,3.9986701011657715,10.728799819946289 -2010,2,6,12,0,3.857569932937622,10.697999954223633 -2010,2,6,15,0,3.599020004272461,11.13479995727539 -2010,2,6,18,0,3.3708701133728027,11.614100456237793 -2010,2,6,21,0,3.2213900089263916,12.106100082397461 -2010,2,7,0,0,3.183490037918091,12.656800270080566 -2010,2,7,3,0,3.317349910736084,13.312800407409668 -2010,2,7,6,0,3.4481899738311768,13.587400436401367 -2010,2,7,9,0,3.5767600536346436,13.562800407409668 -2010,2,7,12,0,3.800379991531372,13.487299919128418 -2010,2,7,15,0,3.941420078277588,13.367799758911133 -2010,2,7,18,0,3.874190092086792,13.172100067138672 -2010,2,7,21,0,3.641469955444336,12.809100151062012 -2010,2,8,0,0,3.370579957962036,12.386300086975098 -2010,2,8,3,0,3.129189968109131,12.076899528503418 -2010,2,8,6,0,2.909759998321533,11.868900299072266 -2010,2,8,9,0,2.6941699981689453,11.650899887084961 -2010,2,8,12,0,2.5161099433898926,11.419899940490723 -2010,2,8,15,0,2.4327900409698486,11.295299530029297 -2010,2,8,18,0,2.406899929046631,11.250800132751465 -2010,2,8,21,0,2.366919994354248,11.126700401306152 -2010,2,9,0,0,2.281059980392456,10.895099639892578 -2010,2,9,3,0,2.1700398921966553,10.65410041809082 -2010,2,9,6,0,2.0824499130249023,10.495499610900879 -2010,2,9,9,0,2.0692899227142334,10.486599922180176 -2010,2,9,12,0,2.1661698818206787,10.485600471496582 -2010,2,9,15,0,2.2916998863220215,10.371600151062012 -2010,2,9,18,0,2.318779945373535,10.300800323486328 -2010,2,9,21,0,2.2921199798583984,10.324999809265137 -2010,2,10,0,0,2.2756500244140625,10.387999534606934 -2010,2,10,3,0,2.2539100646972656,10.429200172424316 -2010,2,10,6,0,2.2082901000976562,10.443900108337402 -2010,2,10,9,0,2.1401500701904297,10.414199829101562 -2010,2,10,12,0,2.043869972229004,10.315199851989746 -2010,2,10,15,0,1.93586003780365,9.975700378417969 -2010,2,10,18,0,2.267940044403076,7.626999855041504 -2010,2,10,21,0,3.1995298862457275,7.004300117492676 -2010,2,11,0,0,4.130949974060059,8.117300033569336 -2010,2,11,3,0,4.33128023147583,8.848199844360352 -2010,2,11,6,0,4.1509199142456055,9.187100410461426 -2010,2,11,9,0,3.918750047683716,9.236499786376953 -2010,2,11,12,0,4.047959804534912,8.819999694824219 -2010,2,11,15,0,3.9977900981903076,8.772700309753418 -2010,2,11,18,0,4.766149997711182,8.871299743652344 -2010,2,11,21,0,5.16500997543335,9.87559986114502 -2010,2,12,0,0,7.122399806976318,10.305100440979004 -2010,2,12,3,0,6.273330211639404,11.58650016784668 -2010,2,12,6,0,5.467929840087891,12.316100120544434 -2010,2,12,9,0,5.047979831695557,13.05679988861084 -2010,2,12,12,0,5.410610198974609,12.171600341796875 -2010,2,12,15,0,6.552760124206543,10.866600036621094 -2010,2,12,18,0,7.1332597732543945,11.217499732971191 -2010,2,12,21,0,6.182680130004883,11.734100341796875 -2010,2,13,0,0,5.614630222320557,12.197199821472168 -2010,2,13,3,0,5.501979827880859,13.0600004196167 -2010,2,13,6,0,5.908780097961426,14.348899841308594 -2010,2,13,9,0,6.322289943695068,15.111800193786621 -2010,2,13,12,0,6.472879886627197,14.370699882507324 -2010,2,13,15,0,6.143219947814941,13.643500328063965 -2010,2,13,18,0,5.974559783935547,12.233200073242188 -2010,2,13,21,0,5.717770099639893,11.729999542236328 -2010,2,14,0,0,5.693940162658691,11.559599876403809 -2010,2,14,3,0,5.831230163574219,11.651000022888184 -2010,2,14,6,0,6.375909805297852,12.576600074768066 -2010,2,14,9,0,6.438920021057129,14.171099662780762 -2010,2,14,12,0,6.175179958343506,14.656800270080566 -2010,2,14,15,0,5.7782301902771,14.601900100708008 -2010,2,14,18,0,5.470990180969238,14.445500373840332 -2010,2,14,21,0,5.2624897956848145,14.318300247192383 -2010,2,15,0,0,5.054900169372559,14.180100440979004 -2010,2,15,3,0,4.874430179595947,14.019399642944336 -2010,2,15,6,0,4.697269916534424,13.832599639892578 -2010,2,15,9,0,4.496880054473877,13.628999710083008 -2010,2,15,12,0,4.283289909362793,13.42609977722168 -2010,2,15,15,0,4.052030086517334,13.208200454711914 -2010,2,15,18,0,3.8095901012420654,12.92140007019043 -2010,2,15,21,0,3.5441501140594482,12.513999938964844 -2010,2,16,0,0,3.446929931640625,11.165499687194824 -2010,2,16,3,0,3.5823400020599365,10.06659984588623 -2010,2,16,6,0,3.567080020904541,9.654399871826172 -2010,2,16,9,0,3.4767398834228516,9.875300407409668 -2010,2,16,12,0,3.3636600971221924,10.676600456237793 -2010,2,16,15,0,3.203890085220337,11.15999984741211 -2010,2,16,18,0,3.1235098838806152,11.47920036315918 -2010,2,16,21,0,3.164669990539551,11.77929973602295 -2010,2,17,0,0,3.233750104904175,11.886500358581543 -2010,2,17,3,0,3.212779998779297,11.735799789428711 -2010,2,17,6,0,3.106689929962158,11.503700256347656 -2010,2,17,9,0,2.975019931793213,11.273200035095215 -2010,2,17,12,0,2.853610038757324,10.976799964904785 -2010,2,17,15,0,2.7132699489593506,10.747599601745605 -2010,2,17,18,0,2.5488901138305664,10.612099647521973 -2010,2,17,21,0,2.385349988937378,10.448599815368652 -2010,2,18,0,0,2.2262699604034424,10.314499855041504 -2010,2,18,3,0,2.1113901138305664,10.280200004577637 -2010,2,18,6,0,2.054270029067993,10.661100387573242 -2010,2,18,9,0,2.0754199028015137,11.344799995422363 -2010,2,18,12,0,2.1447999477386475,11.908300399780273 -2010,2,18,15,0,2.190340042114258,12.057299613952637 -2010,2,18,18,0,2.1957900524139404,11.600000381469727 -2010,2,18,21,0,2.074199914932251,11.50790023803711 -2010,2,19,0,0,1.9378999471664429,11.52750015258789 -2010,2,19,3,0,1.9022899866104126,11.685099601745605 -2010,2,19,6,0,1.9945800304412842,11.859600067138672 -2010,2,19,9,0,2.1607799530029297,11.855799674987793 -2010,2,19,12,0,2.315500020980835,11.748700141906738 -2010,2,19,15,0,2.511430025100708,11.944600105285645 -2010,2,19,18,0,2.776819944381714,12.475000381469727 -2010,2,19,21,0,2.9954800605773926,12.734000205993652 -2010,2,20,0,0,3.037410020828247,12.706500053405762 -2010,2,20,3,0,2.962160110473633,12.547800064086914 -2010,2,20,6,0,2.855649948120117,12.340200424194336 -2010,2,20,9,0,2.7372000217437744,12.11989974975586 -2010,2,20,12,0,2.6127500534057617,11.839699745178223 -2010,2,20,15,0,2.4835500717163086,11.510199546813965 -2010,2,20,18,0,2.3539299964904785,11.107600212097168 -2010,2,20,21,0,2.219759941101074,10.721599578857422 -2010,2,21,0,0,2.0703001022338867,10.485099792480469 -2010,2,21,3,0,1.930899977684021,10.385499954223633 -2010,2,21,6,0,1.8207800388336182,10.481300354003906 -2010,2,21,9,0,1.769860029220581,10.806599617004395 -2010,2,21,12,0,1.8295199871063232,11.343700408935547 -2010,2,21,15,0,1.9593499898910522,12.055800437927246 -2010,2,21,18,0,2.0932300090789795,12.656700134277344 -2010,2,21,21,0,2.2497899532318115,13.030599594116211 -2010,2,22,0,0,2.409990072250366,13.22659969329834 -2010,2,22,3,0,2.5486900806427,13.13759994506836 -2010,2,22,6,0,2.6552300453186035,12.91510009765625 -2010,2,22,9,0,2.7019400596618652,12.721599578857422 -2010,2,22,12,0,2.7222299575805664,12.531299591064453 -2010,2,22,15,0,2.723129987716675,12.23900032043457 -2010,2,22,18,0,2.6550400257110596,11.788299560546875 -2010,2,22,21,0,2.4742701053619385,11.449299812316895 -2010,2,23,0,0,2.3259799480438232,10.753999710083008 -2010,2,23,3,0,2.322350025177002,9.848299980163574 -2010,2,23,6,0,2.4879400730133057,9.26039981842041 -2010,2,23,9,0,2.6297800540924072,9.15530014038086 -2010,2,23,12,0,2.8308799266815186,8.857500076293945 -2010,2,23,15,0,3.0281999111175537,8.984299659729004 -2010,2,23,18,0,3.2739100456237793,9.193699836730957 -2010,2,23,21,0,3.236459970474243,10.036399841308594 -2010,2,24,0,0,3.41156005859375,10.284799575805664 -2010,2,24,3,0,3.597209930419922,10.869999885559082 -2010,2,24,6,0,3.5789899826049805,11.578800201416016 -2010,2,24,9,0,3.6578099727630615,11.906800270080566 -2010,2,24,12,0,3.7647600173950195,12.045299530029297 -2010,2,24,15,0,3.7641799449920654,12.028200149536133 -2010,2,24,18,0,3.6791601181030273,11.651399612426758 -2010,2,24,21,0,3.4544498920440674,11.395500183105469 -2010,2,25,0,0,3.2616899013519287,11.062999725341797 -2010,2,25,3,0,3.0414700508117676,11.08549976348877 -2010,2,25,6,0,2.8661000728607178,10.936400413513184 -2010,2,25,9,0,2.718590021133423,10.670700073242188 -2010,2,25,12,0,2.6272099018096924,10.482399940490723 -2010,2,25,15,0,2.599560022354126,10.394599914550781 -2010,2,25,18,0,2.6300599575042725,10.213199615478516 -2010,2,25,21,0,2.6677300930023193,10.166000366210938 -2010,2,26,0,0,2.8655099868774414,9.34280014038086 -2010,2,26,3,0,3.1018900871276855,8.82800006866455 -2010,2,26,6,0,3.826469898223877,8.306500434875488 -2010,2,26,9,0,4.091169834136963,8.846599578857422 -2010,2,26,12,0,3.9476099014282227,9.388799667358398 -2010,2,26,15,0,3.4204399585723877,9.88759994506836 -2010,2,26,18,0,3.1750500202178955,10.022199630737305 -2010,2,26,21,0,3.116849899291992,10.119099617004395 -2010,2,27,0,0,3.124300003051758,9.611700057983398 -2010,2,27,3,0,3.5183699131011963,8.74839973449707 -2010,2,27,6,0,3.7091898918151855,8.848899841308594 -2010,2,27,9,0,3.3610599040985107,9.288800239562988 -2010,2,27,12,0,3.198770046234131,9.922699928283691 -2010,2,27,15,0,3.266619920730591,11.67199993133545 -2010,2,27,18,0,3.861989974975586,13.405900001525879 -2010,2,27,21,0,4.3550801277160645,13.950200080871582 -2010,2,28,0,0,4.2958598136901855,13.70989990234375 -2010,2,28,3,0,3.954200029373169,13.255499839782715 -2010,2,28,6,0,3.683729887008667,12.839400291442871 -2010,2,28,9,0,3.535399913787842,12.456299781799316 -2010,2,28,12,0,3.362639904022217,12.0423002243042 -2010,2,28,15,0,3.129970073699951,11.615300178527832 -2010,2,28,18,0,2.888360023498535,11.232399940490723 -2010,2,28,21,0,2.6664700508117676,10.917799949645996 -2010,3,1,0,0,2.445039987564087,10.595199584960938 -2010,3,1,3,0,2.223520040512085,10.267999649047852 -2010,3,1,6,0,2.014009952545166,10.048199653625488 -2010,3,1,9,0,1.9210400581359863,10.391799926757812 -2010,3,1,12,0,2.1894800662994385,11.462699890136719 -2010,3,1,15,0,2.78016996383667,12.216400146484375 -2010,3,1,18,0,3.3187999725341797,12.56149959564209 -2010,3,1,21,0,3.777590036392212,12.527000427246094 -2010,3,2,0,0,4.3323798179626465,12.309000015258789 -2010,3,2,3,0,4.5594801902771,13.159500122070312 -2010,3,2,6,0,4.818339824676514,13.797300338745117 -2010,3,2,9,0,5.103079795837402,14.14109992980957 -2010,3,2,12,0,5.347670078277588,13.848600387573242 -2010,3,2,15,0,5.266510009765625,13.758299827575684 -2010,3,2,18,0,4.884799957275391,13.747300148010254 -2010,3,2,21,0,4.539519786834717,13.285499572753906 -2010,3,3,0,0,4.381579875946045,12.003700256347656 -2010,3,3,3,0,4.057700157165527,11.3681001663208 -2010,3,3,6,0,3.963779926300049,10.457099914550781 -2010,3,3,9,0,3.873120069503784,10.612799644470215 -2010,3,3,12,0,3.598330020904541,11.076199531555176 -2010,3,3,15,0,3.6369500160217285,11.545100212097168 -2010,3,3,18,0,3.773940086364746,11.905799865722656 -2010,3,3,21,0,3.7662301063537598,12.009499549865723 -2010,3,4,0,0,3.569119930267334,11.836899757385254 -2010,3,4,3,0,3.3013999462127686,11.544400215148926 -2010,3,4,6,0,3.0610098838806152,11.265199661254883 -2010,3,4,9,0,2.868459939956665,11.041199684143066 -2010,3,4,12,0,2.7118899822235107,10.868499755859375 -2010,3,4,15,0,2.574769973754883,10.73169994354248 -2010,3,4,18,0,2.4477100372314453,10.628299713134766 -2010,3,4,21,0,2.332580089569092,10.648300170898438 -2010,3,5,0,0,2.259730100631714,11.05780029296875 -2010,3,5,3,0,2.280280113220215,11.892499923706055 -2010,3,5,6,0,2.6949000358581543,11.812800407409668 -2010,3,5,9,0,3.2370100021362305,12.24209976196289 -2010,3,5,12,0,3.6649999618530273,12.748200416564941 -2010,3,5,15,0,3.9700798988342285,13.083399772644043 -2010,3,5,18,0,4.088429927825928,13.291500091552734 -2010,3,5,21,0,4.156350135803223,12.997599601745605 -2010,3,6,0,0,3.9983201026916504,12.69260025024414 -2010,3,6,3,0,3.7793400287628174,12.425100326538086 -2010,3,6,6,0,3.6526899337768555,11.619500160217285 -2010,3,6,9,0,3.347179889678955,11.66100025177002 -2010,3,6,12,0,3.108449935913086,11.69540023803711 -2010,3,6,15,0,2.9368200302124023,11.69789981842041 -2010,3,6,18,0,2.771620035171509,11.632200241088867 -2010,3,6,21,0,2.6011199951171875,11.462400436401367 -2010,3,7,0,0,2.4854700565338135,11.013999938964844 -2010,3,7,3,0,2.483449935913086,10.246700286865234 -2010,3,7,6,0,2.47829008102417,10.131500244140625 -2010,3,7,9,0,2.4667398929595947,11.214400291442871 -2010,3,7,12,0,2.672760009765625,12.8125 -2010,3,7,15,0,3.062959909439087,14.115099906921387 -2010,3,7,18,0,3.4443299770355225,14.655799865722656 -2010,3,7,21,0,3.6919898986816406,14.70300006866455 -2010,3,8,0,0,3.7443599700927734,14.234299659729004 -2010,3,8,3,0,3.8381400108337402,12.871700286865234 -2010,3,8,6,0,3.7505099773406982,12.441200256347656 -2010,3,8,9,0,3.511159896850586,12.407099723815918 -2010,3,8,12,0,3.3342299461364746,11.845600128173828 -2010,3,8,15,0,3.491960048675537,10.48840045928955 -2010,3,8,18,0,4.199930191040039,9.69159984588623 -2010,3,8,21,0,4.409570217132568,9.790200233459473 -2010,3,9,0,0,4.153940200805664,9.872900009155273 -2010,3,9,3,0,3.6822900772094727,10.310999870300293 -2010,3,9,6,0,3.370310068130493,10.640199661254883 -2010,3,9,9,0,3.140810012817383,10.908900260925293 -2010,3,9,12,0,2.9604198932647705,11.032400131225586 -2010,3,9,15,0,2.797950029373169,11.11240005493164 -2010,3,9,18,0,2.6638500690460205,11.09280014038086 -2010,3,9,21,0,3.6793100833892822,8.09850025177002 -2010,3,10,0,0,4.755859851837158,10.300100326538086 -2010,3,10,3,0,5.471109867095947,12.2431001663208 -2010,3,10,6,0,5.801469802856445,12.6943998336792 -2010,3,10,9,0,5.62624979019165,12.779600143432617 -2010,3,10,12,0,5.309199810028076,12.73330020904541 -2010,3,10,15,0,4.943510055541992,12.92770004272461 -2010,3,10,18,0,4.647799968719482,12.96310043334961 -2010,3,10,21,0,4.400430202484131,12.856300354003906 -2010,3,11,0,0,4.174210071563721,12.65820026397705 -2010,3,11,3,0,4.060110092163086,11.690199851989746 -2010,3,11,6,0,4.166959762573242,10.028800010681152 -2010,3,11,9,0,4.8102498054504395,9.061200141906738 -2010,3,11,12,0,5.730259895324707,9.286100387573242 -2010,3,11,15,0,5.814589977264404,9.865799903869629 -2010,3,11,18,0,6.355319976806641,10.942399978637695 -2010,3,11,21,0,6.301690101623535,12.84160041809082 -2010,3,12,0,0,6.141900062561035,13.639399528503418 -2010,3,12,3,0,5.947969913482666,13.616700172424316 -2010,3,12,6,0,5.855949878692627,13.427599906921387 -2010,3,12,9,0,7.005300045013428,11.586799621582031 -2010,3,12,12,0,7.332220077514648,11.553999900817871 -2010,3,12,15,0,6.246650218963623,11.899999618530273 -2010,3,12,18,0,5.757589817047119,11.78030014038086 -2010,3,12,21,0,5.335149765014648,11.722200393676758 -2010,3,13,0,0,4.914750099182129,11.480199813842773 -2010,3,13,3,0,4.705420017242432,11.329000473022461 -2010,3,13,6,0,4.726369857788086,11.015199661254883 -2010,3,13,9,0,4.590489864349365,11.2878999710083 -2010,3,13,12,0,4.495140075683594,11.749600410461426 -2010,3,13,15,0,4.396590232849121,12.093899726867676 -2010,3,13,18,0,4.218629837036133,12.18910026550293 -2010,3,13,21,0,3.9593698978424072,12.086099624633789 -2010,3,14,0,0,3.6468100547790527,11.869000434875488 -2010,3,14,3,0,3.2795400619506836,11.557700157165527 -2010,3,14,6,0,2.9082400798797607,11.139100074768066 -2010,3,14,9,0,2.6318399906158447,10.770299911499023 -2010,3,14,12,0,2.5859200954437256,10.832900047302246 -2010,3,14,15,0,2.773979902267456,11.220499992370605 -2010,3,14,18,0,2.9827399253845215,11.541000366210938 -2010,3,14,21,0,3.087369918823242,11.734999656677246 -2010,3,15,0,0,3.1566600799560547,11.656800270080566 -2010,3,15,3,0,3.214550018310547,11.582799911499023 -2010,3,15,6,0,3.225640058517456,11.575599670410156 -2010,3,15,9,0,3.234070062637329,11.612500190734863 -2010,3,15,12,0,3.2463700771331787,11.754199981689453 -2010,3,15,15,0,3.2878201007843018,12.14330005645752 -2010,3,15,18,0,3.4305100440979004,12.837300300598145 -2010,3,15,21,0,3.676179885864258,13.576700210571289 -2010,3,16,0,0,3.934580087661743,14.078100204467773 -2010,3,16,3,0,4.089879989624023,14.230199813842773 -2010,3,16,6,0,4.235960006713867,13.509300231933594 -2010,3,16,9,0,4.428289890289307,12.764300346374512 -2010,3,16,12,0,4.825819969177246,11.429300308227539 -2010,3,16,15,0,5.0777997970581055,11.043499946594238 -2010,3,16,18,0,4.799429893493652,10.96780014038086 -2010,3,16,21,0,4.568180084228516,10.953700065612793 -2010,3,17,0,0,5.337649822235107,12.587200164794922 -2010,3,17,3,0,5.477169990539551,13.318400382995605 -2010,3,17,6,0,5.086790084838867,13.28279972076416 -2010,3,17,9,0,4.861579895019531,13.11620044708252 -2010,3,17,12,0,4.646790027618408,12.842700004577637 -2010,3,17,15,0,4.383500099182129,12.551199913024902 -2010,3,17,18,0,4.09798002243042,12.24899959564209 -2010,3,17,21,0,3.802809953689575,11.815799713134766 -2010,3,18,0,0,3.946269989013672,9.95930004119873 -2010,3,18,3,0,3.981070041656494,9.0378999710083 -2010,3,18,6,0,3.722870111465454,8.827799797058105 -2010,3,18,9,0,3.365530014038086,8.758899688720703 -2010,3,18,12,0,3.140130043029785,8.483200073242188 -2010,3,18,15,0,2.7854599952697754,8.520700454711914 -2010,3,18,18,0,2.4941699504852295,8.532899856567383 -2010,3,18,21,0,2.3491599559783936,8.264100074768066 -2010,3,19,0,0,2.343820095062256,7.80709981918335 -2010,3,19,3,0,2.2583301067352295,7.682700157165527 -2010,3,19,6,0,2.1607000827789307,7.634399890899658 -2010,3,19,9,0,1.9500099420547485,8.03689956665039 -2010,3,19,12,0,1.805359959602356,8.321499824523926 -2010,3,19,15,0,1.719670057296753,8.762999534606934 -2010,3,19,18,0,1.676010012626648,9.583999633789062 -2010,3,19,21,0,1.7229299545288086,10.278900146484375 -2010,3,20,0,0,1.8158600330352783,10.769499778747559 -2010,3,20,3,0,1.8996299505233765,11.126799583435059 -2010,3,20,6,0,1.9250500202178955,11.576299667358398 -2010,3,20,9,0,1.9275399446487427,11.800399780273438 -2010,3,20,12,0,2.164639949798584,10.17549991607666 -2010,3,20,15,0,2.3304901123046875,9.496000289916992 -2010,3,20,18,0,2.3578100204467773,9.253600120544434 -2010,3,20,21,0,2.662980079650879,8.390299797058105 -2010,3,21,0,0,2.873389959335327,8.13379955291748 -2010,3,21,3,0,2.77728009223938,8.25409984588623 -2010,3,21,6,0,2.9033401012420654,8.280599594116211 -2010,3,21,9,0,3.0160200595855713,9.219900131225586 -2010,3,21,12,0,3.207669973373413,9.962200164794922 -2010,3,21,15,0,3.1527700424194336,10.201399803161621 -2010,3,21,18,0,3.1184799671173096,9.785599708557129 -2010,3,21,21,0,2.9121201038360596,9.850600242614746 -2010,3,22,0,0,2.805180072784424,9.526700019836426 -2010,3,22,3,0,2.7601399421691895,9.368000030517578 -2010,3,22,6,0,2.6987900733947754,9.368399620056152 -2010,3,22,9,0,2.573780059814453,9.7677001953125 -2010,3,22,12,0,2.5457301139831543,10.01200008392334 -2010,3,22,15,0,2.548460006713867,10.371000289916992 -2010,3,22,18,0,2.6055901050567627,10.52280044555664 -2010,3,22,21,0,2.571239948272705,10.958900451660156 -2010,3,23,0,0,2.520440101623535,11.112099647521973 -2010,3,23,3,0,2.4648399353027344,11.157999992370605 -2010,3,23,6,0,2.424639940261841,11.25 -2010,3,23,9,0,2.390360116958618,11.5024995803833 -2010,3,23,12,0,2.3528599739074707,11.753800392150879 -2010,3,23,15,0,2.303450107574463,11.803999900817871 -2010,3,23,18,0,2.2147600650787354,11.870400428771973 -2010,3,23,21,0,2.149319887161255,11.961999893188477 -2010,3,24,0,0,2.2416000366210938,11.785200119018555 -2010,3,24,3,0,2.3446900844573975,12.370599746704102 -2010,3,24,6,0,2.4009599685668945,13.50220012664795 -2010,3,24,9,0,2.471129894256592,14.318300247192383 -2010,3,24,12,0,2.5325100421905518,14.624199867248535 -2010,3,24,15,0,2.5775399208068848,14.560199737548828 -2010,3,24,18,0,2.6586499214172363,13.910099983215332 -2010,3,24,21,0,2.790519952774048,12.797300338745117 -2010,3,25,0,0,3.254770040512085,10.54259967803955 -2010,3,25,3,0,3.774319887161255,9.554699897766113 -2010,3,25,6,0,3.764349937438965,9.692299842834473 -2010,3,25,9,0,3.4507200717926025,9.722900390625 -2010,3,25,12,0,3.545530080795288,9.162699699401855 -2010,3,25,15,0,3.747450113296509,9.099800109863281 -2010,3,25,18,0,4.474259853363037,9.555999755859375 -2010,3,25,21,0,5.179930210113525,10.056300163269043 -2010,3,26,0,0,5.6808600425720215,10.570899963378906 -2010,3,26,3,0,4.9199700355529785,10.79069995880127 -2010,3,26,6,0,4.259739875793457,10.635000228881836 -2010,3,26,9,0,3.8480899333953857,10.006400108337402 -2010,3,26,12,0,3.8510398864746094,9.072199821472168 -2010,3,26,15,0,3.3959200382232666,9.087200164794922 -2010,3,26,18,0,2.9268200397491455,9.303899765014648 -2010,3,26,21,0,2.635469913482666,9.389200210571289 -2010,3,27,0,0,2.4425299167633057,9.396300315856934 -2010,3,27,3,0,2.311769962310791,9.352100372314453 -2010,3,27,6,0,2.1994800567626953,9.372200012207031 -2010,3,27,9,0,2.1016600131988525,9.454299926757812 -2010,3,27,12,0,2.024709939956665,9.519200325012207 -2010,3,27,15,0,1.9769200086593628,9.490900039672852 -2010,3,27,18,0,2.063469886779785,9.246199607849121 -2010,3,27,21,0,2.150670051574707,10.410099983215332 -2010,3,28,0,0,2.968719959259033,9.851200103759766 -2010,3,28,3,0,4.012700080871582,9.997200012207031 -2010,3,28,6,0,4.947500228881836,10.294300079345703 -2010,3,28,9,0,5.255660057067871,11.440299987792969 -2010,3,28,12,0,5.142330169677734,11.84749984741211 -2010,3,28,15,0,4.943930149078369,12.155099868774414 -2010,3,28,18,0,5.04617977142334,11.619500160217285 -2010,3,28,21,0,5.038380146026611,11.209600448608398 -2010,3,29,0,0,4.919519901275635,10.92650032043457 -2010,3,29,3,0,4.870989799499512,10.131600379943848 -2010,3,29,6,0,6.408760070800781,9.577500343322754 -2010,3,29,9,0,6.7218098640441895,10.23799991607666 -2010,3,29,12,0,7.002920150756836,11.187299728393555 -2010,3,29,15,0,6.409679889678955,11.284899711608887 -2010,3,29,18,0,6.101359844207764,11.127300262451172 -2010,3,29,21,0,5.798409938812256,11.20009994506836 -2010,3,30,0,0,5.87283992767334,11.114700317382812 -2010,3,30,3,0,5.701079845428467,11.616499900817871 -2010,3,30,6,0,5.761000156402588,12.055999755859375 -2010,3,30,9,0,5.764319896697998,12.872400283813477 -2010,3,30,12,0,5.89394998550415,13.568699836730957 -2010,3,30,15,0,5.999000072479248,14.10949993133545 -2010,3,30,18,0,6.062610149383545,14.148900032043457 -2010,3,30,21,0,5.91825008392334,14.181400299072266 -2010,3,31,0,0,5.762869834899902,13.946200370788574 -2010,3,31,3,0,5.531499862670898,14.023300170898438 -2010,3,31,6,0,5.382880210876465,14.02810001373291 -2010,3,31,9,0,5.29941987991333,14.070899963378906 -2010,3,31,12,0,5.214859962463379,14.10509967803955 -2010,3,31,15,0,5.104259967803955,14.101499557495117 -2010,3,31,18,0,4.966730117797852,14.039999961853027 -2010,3,31,21,0,4.816030025482178,13.939900398254395 -2010,4,1,0,0,4.660210132598877,13.807499885559082 -2010,4,1,3,0,4.495870113372803,13.650199890136719 -2010,4,1,6,0,4.332900047302246,13.490099906921387 -2010,4,1,9,0,4.170619964599609,13.32289981842041 -2010,4,1,12,0,4.007080078125,13.13860034942627 -2010,4,1,15,0,3.852720022201538,12.948800086975098 -2010,4,1,18,0,3.7022299766540527,12.758000373840332 -2010,4,1,21,0,3.5274600982666016,12.531100273132324 -2010,4,2,0,0,3.377650022506714,11.837499618530273 -2010,4,2,3,0,3.348059892654419,10.422800064086914 -2010,4,2,6,0,3.7085299491882324,8.756199836730957 -2010,4,2,9,0,3.913680076599121,8.594599723815918 -2010,4,2,12,0,5.295690059661865,8.753899574279785 -2010,4,2,15,0,5.560880184173584,9.507200241088867 -2010,4,2,18,0,5.635960102081299,9.788800239562988 -2010,4,2,21,0,6.22475004196167,10.964900016784668 -2010,4,3,0,0,6.959929943084717,12.00409984588623 -2010,4,3,3,0,7.302140235900879,12.800999641418457 -2010,4,3,6,0,7.1936798095703125,13.286700248718262 -2010,4,3,9,0,6.76170015335083,13.720100402832031 -2010,4,3,12,0,6.474989891052246,13.963899612426758 -2010,4,3,15,0,6.2601799964904785,13.996999740600586 -2010,4,3,18,0,6.105440139770508,13.410200119018555 -2010,4,3,21,0,5.922150135040283,12.72819995880127 -2010,4,4,0,0,5.583829879760742,12.36400032043457 -2010,4,4,3,0,5.183300018310547,12.218199729919434 -2010,4,4,6,0,5.160840034484863,11.246100425720215 -2010,4,4,9,0,5.250919818878174,10.33240032196045 -2010,4,4,12,0,5.639269828796387,9.481300354003906 -2010,4,4,15,0,5.772170066833496,9.59939956665039 -2010,4,4,18,0,5.690710067749023,10.514200210571289 -2010,4,4,21,0,4.918360233306885,11.280699729919434 -2010,4,5,0,0,4.993000030517578,10.93809986114502 -2010,4,5,3,0,5.251190185546875,10.692500114440918 -2010,4,5,6,0,5.6099700927734375,11.324899673461914 -2010,4,5,9,0,5.875609874725342,11.88290023803711 -2010,4,5,12,0,5.290689945220947,12.212900161743164 -2010,4,5,15,0,4.857409954071045,11.643600463867188 -2010,4,5,18,0,5.455580234527588,9.933300018310547 -2010,4,5,21,0,5.902219772338867,10.16409969329834 -2010,4,6,0,0,5.003330230712891,10.688699722290039 -2010,4,6,3,0,4.5831098556518555,10.781000137329102 -2010,4,6,6,0,4.162209987640381,10.857000350952148 -2010,4,6,9,0,3.7995500564575195,10.839300155639648 -2010,4,6,12,0,3.6040000915527344,10.463000297546387 -2010,4,6,15,0,3.4217100143432617,10.273599624633789 -2010,4,6,18,0,3.234910011291504,10.223799705505371 -2010,4,6,21,0,3.048150062561035,10.448599815368652 -2010,4,7,0,0,2.94746994972229,10.6766996383667 -2010,4,7,3,0,2.9172298908233643,10.902199745178223 -2010,4,7,6,0,2.941309928894043,11.135100364685059 -2010,4,7,9,0,2.9675300121307373,11.324700355529785 -2010,4,7,12,0,2.9238200187683105,11.382699966430664 -2010,4,7,15,0,2.8076601028442383,11.3193998336792 -2010,4,7,18,0,2.7064499855041504,11.199899673461914 -2010,4,7,21,0,2.6493899822235107,11.103599548339844 -2010,4,8,0,0,2.640399932861328,11.080499649047852 -2010,4,8,3,0,2.7826199531555176,10.549599647521973 -2010,4,8,6,0,3.3844499588012695,9.218999862670898 -2010,4,8,9,0,4.346049785614014,9.03499984741211 -2010,4,8,12,0,4.364009857177734,9.564599990844727 -2010,4,8,15,0,3.962660074234009,10.014399528503418 -2010,4,8,18,0,3.661679983139038,10.14430046081543 -2010,4,8,21,0,3.4530999660491943,10.127799987792969 -2010,4,9,0,0,3.2788000106811523,10.116800308227539 -2010,4,9,3,0,3.088279962539673,10.272700309753418 -2010,4,9,6,0,2.941070079803467,10.357999801635742 -2010,4,9,9,0,2.8483901023864746,10.411800384521484 -2010,4,9,12,0,2.8620100021362305,10.521300315856934 -2010,4,9,15,0,2.9515299797058105,10.787099838256836 -2010,4,9,18,0,3.073280096054077,11.181099891662598 -2010,4,9,21,0,3.1889100074768066,11.524999618530273 -2010,4,10,0,0,3.2494099140167236,11.553799629211426 -2010,4,10,3,0,3.3225600719451904,10.890700340270996 -2010,4,10,6,0,3.3568100929260254,10.177200317382812 -2010,4,10,9,0,3.2158799171447754,9.91569995880127 -2010,4,10,12,0,3.000649929046631,9.838199615478516 -2010,4,10,15,0,2.79475998878479,9.7947998046875 -2010,4,10,18,0,2.5384299755096436,10.214400291442871 -2010,4,10,21,0,2.3607699871063232,10.556599617004395 -2010,4,11,0,0,2.2876698970794678,11.06149959564209 -2010,4,11,3,0,2.2919700145721436,11.491000175476074 -2010,4,11,6,0,3.0129799842834473,9.288299560546875 -2010,4,11,9,0,3.167710065841675,9.913299560546875 -2010,4,11,12,0,3.000920057296753,10.982099533081055 -2010,4,11,15,0,2.869189977645874,11.879599571228027 -2010,4,11,18,0,2.8262100219726562,11.988100051879883 -2010,4,11,21,0,2.735840082168579,12.143099784851074 -2010,4,12,0,0,2.6542201042175293,12.114999771118164 -2010,4,12,3,0,2.616760015487671,11.80370044708252 -2010,4,12,6,0,2.5803000926971436,11.465399742126465 -2010,4,12,9,0,2.4901700019836426,11.16189956665039 -2010,4,12,12,0,2.407870054244995,10.85509967803955 -2010,4,12,15,0,2.3435699939727783,10.666799545288086 -2010,4,12,18,0,2.266119956970215,10.553999900817871 -2010,4,12,21,0,2.1894099712371826,10.311200141906738 -2010,4,13,0,0,2.184950113296509,9.874899864196777 -2010,4,13,3,0,2.1818199157714844,9.633500099182129 -2010,4,13,6,0,2.147939920425415,9.581500053405762 -2010,4,13,9,0,2.0865399837493896,9.725700378417969 -2010,4,13,12,0,2.114269971847534,9.662799835205078 -2010,4,13,15,0,2.193660020828247,9.590399742126465 -2010,4,13,18,0,2.235650062561035,9.975899696350098 -2010,4,13,21,0,2.2204599380493164,10.324799537658691 -2010,4,14,0,0,2.1758100986480713,10.395600318908691 -2010,4,14,3,0,2.181030035018921,10.485799789428711 -2010,4,14,6,0,2.2167999744415283,10.730199813842773 -2010,4,14,9,0,2.216249942779541,10.863900184631348 -2010,4,14,12,0,2.177500009536743,10.891599655151367 -2010,4,14,15,0,2.13604998588562,10.88479995727539 -2010,4,14,18,0,2.0954599380493164,10.851300239562988 -2010,4,14,21,0,2.0449399948120117,10.809200286865234 -2010,4,15,0,0,1.9809499979019165,10.783900260925293 -2010,4,15,3,0,1.9062199592590332,10.765000343322754 -2010,4,15,6,0,1.8410099744796753,10.792099952697754 -2010,4,15,9,0,1.795740008354187,10.863499641418457 -2010,4,15,12,0,1.760040044784546,10.882800102233887 -2010,4,15,15,0,1.7317800521850586,10.889599800109863 -2010,4,15,18,0,1.71589994430542,10.949899673461914 -2010,4,15,21,0,1.7338600158691406,11.140399932861328 -2010,4,16,0,0,1.8368099927902222,11.005399703979492 -2010,4,16,3,0,2.008780002593994,10.541899681091309 -2010,4,16,6,0,2.102570056915283,10.548600196838379 -2010,4,16,9,0,2.1290700435638428,10.783100128173828 -2010,4,16,12,0,2.0935299396514893,11.230600357055664 -2010,4,16,15,0,2.0636301040649414,11.457599639892578 -2010,4,16,18,0,2.0358200073242188,11.55780029296875 -2010,4,16,21,0,2.033210039138794,11.237500190734863 -2010,4,17,0,0,1.9680500030517578,11.251099586486816 -2010,4,17,3,0,1.8916499614715576,11.281900405883789 -2010,4,17,6,0,1.8535000085830688,11.199999809265137 -2010,4,17,9,0,2.193730115890503,9.668000221252441 -2010,4,17,12,0,3.0447700023651123,8.339900016784668 -2010,4,17,15,0,3.146359920501709,8.500300407409668 -2010,4,17,18,0,2.8819398880004883,8.561300277709961 -2010,4,17,21,0,2.6747899055480957,8.597900390625 -2010,4,18,0,0,2.578850030899048,8.606200218200684 -2010,4,18,3,0,2.3687798976898193,9.159500122070312 -2010,4,18,6,0,2.1851799488067627,9.62030029296875 -2010,4,18,9,0,2.0390400886535645,9.891500473022461 -2010,4,18,12,0,1.9175299406051636,10.080300331115723 -2010,4,18,15,0,1.8168699741363525,10.264399528503418 -2010,4,18,18,0,1.7322800159454346,10.43280029296875 -2010,4,18,21,0,1.6334400177001953,10.731100082397461 -2010,4,19,0,0,1.5382499694824219,10.922699928283691 -2010,4,19,3,0,1.4392600059509277,11.101200103759766 -2010,4,19,6,0,1.3548400402069092,11.331899642944336 -2010,4,19,9,0,1.4036799669265747,11.32960033416748 -2010,4,19,12,0,1.666200041770935,10.838000297546387 -2010,4,19,15,0,2.0392000675201416,9.951800346374512 -2010,4,19,18,0,2.41828989982605,9.275099754333496 -2010,4,19,21,0,2.884399890899658,9.024999618530273 -2010,4,20,0,0,3.1022799015045166,9.390899658203125 -2010,4,20,3,0,2.882349967956543,10.47350025177002 -2010,4,20,6,0,2.8311100006103516,11.13759994506836 -2010,4,20,9,0,2.85932993888855,11.627699851989746 -2010,4,20,12,0,2.9365599155426025,12.02239990234375 -2010,4,20,15,0,3.0527501106262207,12.4306001663208 -2010,4,20,18,0,3.3223400115966797,12.418600082397461 -2010,4,20,21,0,4.080840110778809,11.19890022277832 -2010,4,21,0,0,4.82351016998291,10.705499649047852 -2010,4,21,3,0,4.761419773101807,11.017000198364258 -2010,4,21,6,0,4.722239971160889,10.818699836730957 -2010,4,21,9,0,4.364689826965332,11.025899887084961 -2010,4,21,12,0,4.191380023956299,10.802599906921387 -2010,4,21,15,0,3.9763500690460205,10.703200340270996 -2010,4,21,18,0,3.899019956588745,10.298199653625488 -2010,4,21,21,0,3.829770088195801,9.939800262451172 -2010,4,22,0,0,3.7374799251556396,9.623700141906738 -2010,4,22,3,0,3.460089921951294,9.617600440979004 -2010,4,22,6,0,3.2538599967956543,9.397700309753418 -2010,4,22,9,0,2.9399900436401367,9.462800025939941 -2010,4,22,12,0,2.766350030899048,9.15470027923584 -2010,4,22,15,0,2.595669984817505,9.059900283813477 -2010,4,22,18,0,2.563649892807007,8.809800148010254 -2010,4,22,21,0,2.5931499004364014,8.713899612426758 -2010,4,23,0,0,2.626650094985962,8.753499984741211 -2010,4,23,3,0,2.724139928817749,9.151100158691406 -2010,4,23,6,0,2.682960033416748,9.91510009765625 -2010,4,23,9,0,2.616729974746704,11.254599571228027 -2010,4,23,12,0,2.607759952545166,12.313699722290039 -2010,4,23,15,0,2.599760055541992,12.789999961853027 -2010,4,23,18,0,2.6125600337982178,12.936200141906738 -2010,4,23,21,0,2.624239921569824,12.918100357055664 -2010,4,24,0,0,2.5986900329589844,12.787599563598633 -2010,4,24,3,0,2.5258800983428955,12.377900123596191 -2010,4,24,6,0,2.689620018005371,10.770700454711914 -2010,4,24,9,0,2.813040018081665,10.284600257873535 -2010,4,24,12,0,2.835439920425415,10.41450023651123 -2010,4,24,15,0,3.2083899974823,11.190400123596191 -2010,4,24,18,0,3.840980052947998,12.242799758911133 -2010,4,24,21,0,4.0766401290893555,12.636699676513672 -2010,4,25,0,0,3.9616100788116455,12.57979965209961 -2010,4,25,3,0,3.7458600997924805,12.371000289916992 -2010,4,25,6,0,3.535099983215332,12.127799987792969 -2010,4,25,9,0,3.3250200748443604,11.862500190734863 -2010,4,25,12,0,3.0929598808288574,11.567299842834473 -2010,4,25,15,0,2.844949960708618,11.253800392150879 -2010,4,25,18,0,2.5996599197387695,10.937800407409668 -2010,4,25,21,0,2.3651599884033203,10.652999877929688 -2010,4,26,0,0,2.13385009765625,10.403599739074707 -2010,4,26,3,0,1.917389988899231,10.179699897766113 -2010,4,26,6,0,1.7494800090789795,10.01729965209961 -2010,4,26,9,0,1.6791599988937378,10.07699966430664 -2010,4,26,12,0,1.9245100021362305,9.481100082397461 -2010,4,26,15,0,2.723050117492676,8.492600440979004 -2010,4,26,18,0,3.7652299404144287,8.498700141906738 -2010,4,26,21,0,5.094600200653076,8.946499824523926 -2010,4,27,0,0,5.7824201583862305,9.615400314331055 -2010,4,27,3,0,5.120019912719727,10.094799995422363 -2010,4,27,6,0,4.458889961242676,10.272000312805176 -2010,4,27,9,0,4.1566901206970215,9.874799728393555 -2010,4,27,12,0,3.8846700191497803,9.824999809265137 -2010,4,27,15,0,3.661259889602661,9.711799621582031 -2010,4,27,18,0,3.4525699615478516,9.791500091552734 -2010,4,27,21,0,3.3315999507904053,9.80780029296875 -2010,4,28,0,0,3.442009925842285,9.566399574279785 -2010,4,28,3,0,3.42399001121521,9.8193998336792 -2010,4,28,6,0,3.380160093307495,10.150799751281738 -2010,4,28,9,0,3.395829916000366,10.279399871826172 -2010,4,28,12,0,3.5631699562072754,9.963700294494629 -2010,4,28,15,0,3.42192006111145,10.51990032196045 -2010,4,28,18,0,3.340440034866333,10.854399681091309 -2010,4,28,21,0,3.308379888534546,11.06719970703125 -2010,4,29,0,0,3.3487699031829834,11.1806001663208 -2010,4,29,3,0,3.4036099910736084,11.430700302124023 -2010,4,29,6,0,3.438730001449585,11.566900253295898 -2010,4,29,9,0,3.425689935684204,11.52750015258789 -2010,4,29,12,0,3.4989800453186035,10.97130012512207 -2010,4,29,15,0,3.5852599143981934,10.502300262451172 -2010,4,29,18,0,3.453389883041382,10.52910041809082 -2010,4,29,21,0,3.2409698963165283,10.665200233459473 -2010,4,30,0,0,3.1634700298309326,10.284799575805664 -2010,4,30,3,0,3.138200044631958,9.958600044250488 -2010,4,30,6,0,3.1013400554656982,9.834400177001953 -2010,4,30,9,0,2.990880012512207,9.999199867248535 -2010,4,30,12,0,2.903640031814575,10.070899963378906 -2010,4,30,15,0,2.7552900314331055,10.366499900817871 -2010,4,30,18,0,2.6237599849700928,10.538100242614746 -2010,4,30,21,0,2.500080108642578,10.638799667358398 -2010,5,1,0,0,2.3822200298309326,10.657400131225586 -2010,5,1,3,0,2.2633399963378906,10.617899894714355 -2010,5,1,6,0,2.1266400814056396,10.5556001663208 -2010,5,1,9,0,2.038059949874878,10.036600112915039 -2010,5,1,12,0,2.1313300132751465,9.381999969482422 -2010,5,1,15,0,2.092400074005127,9.260899543762207 -2010,5,1,18,0,2.329619884490967,8.622900009155273 -2010,5,1,21,0,2.410640001296997,8.513999938964844 -2010,5,2,0,0,2.3985300064086914,8.530799865722656 -2010,5,2,3,0,2.3533101081848145,8.683500289916992 -2010,5,2,6,0,2.364190101623535,8.695899963378906 -2010,5,2,9,0,2.3165700435638428,9.046199798583984 -2010,5,2,12,0,2.2783899307250977,9.348400115966797 -2010,5,2,15,0,2.239449977874756,9.586400032043457 -2010,5,2,18,0,2.2009999752044678,9.742199897766113 -2010,5,2,21,0,2.1591899394989014,9.822999954223633 -2010,5,3,0,0,2.105570077896118,9.825799942016602 -2010,5,3,3,0,2.0391499996185303,9.675399780273438 -2010,5,3,6,0,2.165369987487793,8.331299781799316 -2010,5,3,9,0,2.532020092010498,7.3821001052856445 -2010,5,3,12,0,2.8717899322509766,7.337500095367432 -2010,5,3,15,0,2.7670300006866455,8.20479965209961 -2010,5,3,18,0,2.8601601123809814,8.32699966430664 -2010,5,3,21,0,2.7460498809814453,8.501199722290039 -2010,5,4,0,0,2.7536399364471436,8.493399620056152 -2010,5,4,3,0,2.6901700496673584,8.645000457763672 -2010,5,4,6,0,2.6623599529266357,8.906800270080566 -2010,5,4,9,0,2.6404199600219727,9.261500358581543 -2010,5,4,12,0,2.559190034866333,9.390999794006348 -2010,5,4,15,0,2.4334399700164795,9.389100074768066 -2010,5,4,18,0,2.328629970550537,9.385100364685059 -2010,5,4,21,0,2.2571299076080322,9.42300033569336 -2010,5,5,0,0,2.2166600227355957,9.395700454711914 -2010,5,5,3,0,2.1645801067352295,9.42039966583252 -2010,5,5,6,0,2.125960111618042,9.230799674987793 -2010,5,5,9,0,2.1042399406433105,8.903900146484375 -2010,5,5,12,0,2.1466801166534424,8.401300430297852 -2010,5,5,15,0,2.1461000442504883,8.25469970703125 -2010,5,5,18,0,2.211740016937256,8.065299987792969 -2010,5,5,21,0,2.1403799057006836,8.308300018310547 -2010,5,6,0,0,2.081249952316284,8.241000175476074 -2010,5,6,3,0,1.937209963798523,8.42080020904541 -2010,5,6,6,0,1.8375999927520752,8.524999618530273 -2010,5,6,9,0,1.726680040359497,8.998499870300293 -2010,5,6,12,0,1.6638799905776978,9.39210033416748 -2010,5,6,15,0,1.6180000305175781,9.772199630737305 -2010,5,6,18,0,1.5766899585723877,10.083600044250488 -2010,5,6,21,0,1.5545899868011475,10.193699836730957 -2010,5,7,0,0,1.770490050315857,8.727399826049805 -2010,5,7,3,0,2.046370029449463,7.850900173187256 -2010,5,7,6,0,2.0692598819732666,7.9527997970581055 -2010,5,7,9,0,1.944700002670288,8.466099739074707 -2010,5,7,12,0,1.7656400203704834,9.30620002746582 -2010,5,7,15,0,1.6439000368118286,9.893899917602539 -2010,5,7,18,0,1.5791800022125244,10.170700073242188 -2010,5,7,21,0,1.553030014038086,10.241800308227539 -2010,5,8,0,0,1.6672699451446533,9.311200141906738 -2010,5,8,3,0,1.659890055656433,9.398500442504883 -2010,5,8,6,0,1.6131800413131714,9.60789966583252 -2010,5,8,9,0,1.5918300151824951,9.641400337219238 -2010,5,8,12,0,1.5691800117492676,9.622599601745605 -2010,5,8,15,0,1.5432499647140503,9.56980037689209 -2010,5,8,18,0,1.529379963874817,9.496199607849121 -2010,5,8,21,0,1.5139600038528442,9.432499885559082 -2010,5,9,0,0,1.5052399635314941,9.24530029296875 -2010,5,9,3,0,1.4641900062561035,9.31779956817627 -2010,5,9,6,0,1.4177700281143188,9.434800148010254 -2010,5,9,9,0,1.3670400381088257,9.534700393676758 -2010,5,9,12,0,1.3091100454330444,9.614999771118164 -2010,5,9,15,0,1.2599799633026123,9.640700340270996 -2010,5,9,18,0,1.251289963722229,9.333700180053711 -2010,5,9,21,0,1.2851899862289429,8.780599594116211 -2010,5,10,0,0,1.3023200035095215,8.590800285339355 -2010,5,10,3,0,1.3003400564193726,8.633899688720703 -2010,5,10,6,0,1.352239966392517,8.432499885559082 -2010,5,10,9,0,1.6715099811553955,7.162099838256836 -2010,5,10,12,0,1.8834500312805176,6.940899848937988 -2010,5,10,15,0,1.9018900394439697,7.334099769592285 -2010,5,10,18,0,1.8389500379562378,7.787899971008301 -2010,5,10,21,0,1.928670048713684,8.289400100708008 -2010,5,11,0,0,2.3146300315856934,8.271699905395508 -2010,5,11,3,0,2.584359884262085,8.477800369262695 -2010,5,11,6,0,2.647819995880127,8.855199813842773 -2010,5,11,9,0,2.4784300327301025,9.132200241088867 -2010,5,11,12,0,2.304800033569336,8.896400451660156 -2010,5,11,15,0,2.181689977645874,8.514399528503418 -2010,5,11,18,0,2.026669979095459,8.302300453186035 -2010,5,11,21,0,1.838860034942627,8.344599723815918 -2010,5,12,0,0,1.7203500270843506,8.272700309753418 -2010,5,12,3,0,1.6428099870681763,8.212699890136719 -2010,5,12,6,0,1.5921200513839722,8.129599571228027 -2010,5,12,9,0,1.5253700017929077,8.167699813842773 -2010,5,12,12,0,1.4753400087356567,8.021900177001953 -2010,5,12,15,0,1.3928600549697876,8.045900344848633 -2010,5,12,18,0,1.3288500308990479,7.954400062561035 -2010,5,12,21,0,1.4012500047683716,7.244800090789795 -2010,5,13,0,0,1.5895500183105469,6.934599876403809 -2010,5,13,3,0,1.8730299472808838,7.313199996948242 -2010,5,13,6,0,2.1212000846862793,8.055299758911133 -2010,5,13,9,0,2.198590040206909,8.786100387573242 -2010,5,13,12,0,2.18107008934021,9.140899658203125 -2010,5,13,15,0,2.1275699138641357,9.18589973449707 -2010,5,13,18,0,2.066080093383789,9.092599868774414 -2010,5,13,21,0,2.070770025253296,8.633500099182129 -2010,5,14,0,0,2.1925599575042725,7.918700218200684 -2010,5,14,3,0,2.1842401027679443,7.731500148773193 -2010,5,14,6,0,2.1243300437927246,7.675899982452393 -2010,5,14,9,0,1.9653899669647217,8.018600463867188 -2010,5,14,12,0,1.8498300313949585,8.289600372314453 -2010,5,14,15,0,1.7701300382614136,8.564000129699707 -2010,5,14,18,0,1.7745699882507324,8.467100143432617 -2010,5,14,21,0,1.785640001296997,8.369799613952637 -2010,5,15,0,0,1.8978999853134155,7.872799873352051 -2010,5,15,3,0,1.9784300327301025,7.668499946594238 -2010,5,15,6,0,1.8839000463485718,8.01830005645752 -2010,5,15,9,0,1.7196799516677856,8.859000205993652 -2010,5,15,12,0,1.6243499517440796,9.511199951171875 -2010,5,15,15,0,1.5643500089645386,9.974699974060059 -2010,5,15,18,0,1.5142199993133545,10.215100288391113 -2010,5,15,21,0,1.4736000299453735,10.356800079345703 -2010,5,16,0,0,1.465149998664856,10.39430046081543 -2010,5,16,3,0,1.4865800142288208,10.416299819946289 -2010,5,16,6,0,1.4884999990463257,10.68649959564209 -2010,5,16,9,0,1.468209981918335,10.939599990844727 -2010,5,16,12,0,1.4440399408340454,10.84630012512207 -2010,5,16,15,0,1.3893799781799316,10.853099822998047 -2010,5,16,18,0,1.3481800556182861,10.787199974060059 -2010,5,16,21,0,1.33132004737854,10.787099838256836 -2010,5,17,0,0,1.3412100076675415,10.836000442504883 -2010,5,17,3,0,1.3715499639511108,10.937600135803223 -2010,5,17,6,0,1.4224900007247925,10.888999938964844 -2010,5,17,9,0,1.4662400484085083,10.707300186157227 -2010,5,17,12,0,1.477370023727417,10.474900245666504 -2010,5,17,15,0,1.4614900350570679,10.25879955291748 -2010,5,17,18,0,1.4585100412368774,9.949899673461914 -2010,5,17,21,0,1.5614800453186035,9.015999794006348 -2010,5,18,0,0,1.7754100561141968,8.061200141906738 -2010,5,18,3,0,1.9984400272369385,7.552299976348877 -2010,5,18,6,0,2.1023900508880615,7.415500164031982 -2010,5,18,9,0,2.0826399326324463,7.361800193786621 -2010,5,18,12,0,2.251840114593506,7.116499900817871 -2010,5,18,15,0,2.2488999366760254,7.237800121307373 -2010,5,18,18,0,2.191540002822876,7.648200035095215 -2010,5,18,21,0,2.1844699382781982,7.649700164794922 -2010,5,19,0,0,2.4855899810791016,7.182600021362305 -2010,5,19,3,0,2.5582098960876465,7.245200157165527 -2010,5,19,6,0,2.662100076675415,7.476399898529053 -2010,5,19,9,0,2.557539939880371,7.813700199127197 -2010,5,19,12,0,2.5531699657440186,7.887499809265137 -2010,5,19,15,0,2.8061599731445312,7.740600109100342 -2010,5,19,18,0,4.586639881134033,8.378299713134766 -2010,5,19,21,0,5.276480197906494,9.202699661254883 -2010,5,20,0,0,5.430819988250732,9.981200218200684 -2010,5,20,3,0,4.976190090179443,10.474800109863281 -2010,5,20,6,0,4.725460052490234,10.781800270080566 -2010,5,20,9,0,4.4923601150512695,10.777799606323242 -2010,5,20,12,0,4.153470039367676,10.42959976196289 -2010,5,20,15,0,3.7962899208068848,10.5871000289917 -2010,5,20,18,0,3.5373599529266357,10.554900169372559 -2010,5,20,21,0,3.305229902267456,10.447600364685059 -2010,5,21,0,0,3.157059907913208,9.997900009155273 -2010,5,21,3,0,3.0199599266052246,9.648300170898438 -2010,5,21,6,0,2.923259973526001,9.29170036315918 -2010,5,21,9,0,2.73799991607666,9.284799575805664 -2010,5,21,12,0,2.6084399223327637,9.191200256347656 -2010,5,21,15,0,2.5223898887634277,9.247699737548828 -2010,5,21,18,0,2.675139904022217,8.777600288391113 -2010,5,21,21,0,2.735490083694458,8.820799827575684 -2010,5,22,0,0,2.75465989112854,8.903599739074707 -2010,5,22,3,0,2.673340082168579,9.138799667358398 -2010,5,22,6,0,2.6435799598693848,9.170999526977539 -2010,5,22,9,0,2.619729995727539,9.540599822998047 -2010,5,22,12,0,2.6925299167633057,9.824000358581543 -2010,5,22,15,0,2.6349198818206787,9.908599853515625 -2010,5,22,18,0,2.502110004425049,9.935999870300293 -2010,5,22,21,0,2.385859966278076,9.988900184631348 -2010,5,23,0,0,2.3100500106811523,10.0246000289917 -2010,5,23,3,0,2.305299997329712,9.873000144958496 -2010,5,23,6,0,2.366499900817871,9.807499885559082 -2010,5,23,9,0,2.3653900623321533,10.209400177001953 -2010,5,23,12,0,2.3062400817871094,10.416099548339844 -2010,5,23,15,0,2.2338600158691406,10.53320026397705 -2010,5,23,18,0,2.1760199069976807,10.71679973602295 -2010,5,23,21,0,2.1528799533843994,10.787099838256836 -2010,5,24,0,0,2.1479198932647705,10.815299987792969 -2010,5,24,3,0,2.095669984817505,10.956700325012207 -2010,5,24,6,0,2.059269905090332,10.614100456237793 -2010,5,24,9,0,2.0123701095581055,10.216500282287598 -2010,5,24,12,0,2.061919927597046,9.565799713134766 -2010,5,24,15,0,2.221829891204834,8.980899810791016 -2010,5,24,18,0,2.459239959716797,8.619500160217285 -2010,5,24,21,0,2.7730000019073486,8.397600173950195 -2010,5,25,0,0,3.082930088043213,8.391200065612793 -2010,5,25,3,0,3.072279930114746,9.194499969482422 -2010,5,25,6,0,3.2549400329589844,10.538200378417969 -2010,5,25,9,0,3.4415500164031982,11.242899894714355 -2010,5,25,12,0,3.418020009994507,11.209099769592285 -2010,5,25,15,0,3.235869884490967,11.043399810791016 -2010,5,25,18,0,3.1161301136016846,10.598199844360352 -2010,5,25,21,0,3.048369884490967,10.210599899291992 -2010,5,26,0,0,2.9240798950195312,10.082500457763672 -2010,5,26,3,0,2.6629700660705566,10.401599884033203 -2010,5,26,6,0,2.506239891052246,10.512999534606934 -2010,5,26,9,0,2.4672300815582275,10.597700119018555 -2010,5,26,12,0,2.519469976425171,10.528800010681152 -2010,5,26,15,0,2.54298996925354,10.547900199890137 -2010,5,26,18,0,2.519819974899292,10.538599967956543 -2010,5,26,21,0,2.4645400047302246,10.55679988861084 -2010,5,27,0,0,2.4017701148986816,10.548500061035156 -2010,5,27,3,0,2.3292300701141357,10.485300064086914 -2010,5,27,6,0,2.240999937057495,10.362099647521973 -2010,5,27,9,0,2.140389919281006,10.207300186157227 -2010,5,27,12,0,2.039829969406128,10.065400123596191 -2010,5,27,15,0,1.948240041732788,9.961700439453125 -2010,5,27,18,0,1.8655099868774414,9.892200469970703 -2010,5,27,21,0,1.7920700311660767,9.84939956665039 -2010,5,28,0,0,1.7343499660491943,9.816900253295898 -2010,5,28,3,0,1.8014600276947021,9.098600387573242 -2010,5,28,6,0,1.893839955329895,8.67650032043457 -2010,5,28,9,0,1.8617500066757202,8.997099876403809 -2010,5,28,12,0,1.82614004611969,9.160699844360352 -2010,5,28,15,0,1.7780699729919434,9.214500427246094 -2010,5,28,18,0,1.7192800045013428,9.120800018310547 -2010,5,28,21,0,1.6794699430465698,8.770899772644043 -2010,5,29,0,0,1.6496299505233765,8.459699630737305 -2010,5,29,3,0,1.5919400453567505,8.628700256347656 -2010,5,29,6,0,1.5901999473571777,8.706500053405762 -2010,5,29,9,0,1.5795700550079346,8.80840015411377 -2010,5,29,12,0,1.5522899627685547,8.867199897766113 -2010,5,29,15,0,1.5022499561309814,8.843099594116211 -2010,5,29,18,0,1.4269700050354004,8.743399620056152 -2010,5,29,21,0,1.3458600044250488,8.608799934387207 -2010,5,30,0,0,1.2821799516677856,8.486800193786621 -2010,5,30,3,0,1.2268199920654297,8.579700469970703 -2010,5,30,6,0,1.1882200241088867,8.8326997756958 -2010,5,30,9,0,1.2008700370788574,9.20009994506836 -2010,5,30,12,0,1.4062299728393555,9.310400009155273 -2010,5,30,15,0,1.6766599416732788,9.283599853515625 -2010,5,30,18,0,1.766569972038269,9.3233003616333 -2010,5,30,21,0,1.7525299787521362,9.356900215148926 -2010,5,31,0,0,1.7768199443817139,8.98169994354248 -2010,5,31,3,0,1.8932600021362305,8.482199668884277 -2010,5,31,6,0,2.1184298992156982,7.855599880218506 -2010,5,31,9,0,2.1486599445343018,8.033900260925293 -2010,5,31,12,0,2.014770030975342,8.648799896240234 -2010,5,31,15,0,1.9238500595092773,9.135600090026855 -2010,5,31,18,0,1.9073400497436523,9.371800422668457 -2010,5,31,21,0,1.8949099779129028,9.584799766540527 -2010,6,1,0,0,1.8689600229263306,9.805899620056152 -2010,6,1,3,0,1.8419899940490723,10.011899948120117 -2010,6,1,6,0,1.822849988937378,10.194600105285645 -2010,6,1,9,0,1.8091000318527222,10.326199531555176 -2010,6,1,12,0,1.7869499921798706,10.357199668884277 -2010,6,1,15,0,1.7521799802780151,10.193499565124512 -2010,6,1,18,0,1.8241699934005737,9.176600456237793 -2010,6,1,21,0,2.403480052947998,7.535900115966797 -2010,6,2,0,0,2.6462900638580322,7.531199932098389 -2010,6,2,3,0,2.597330093383789,7.576900005340576 -2010,6,2,6,0,2.9387400150299072,7.2469000816345215 -2010,6,2,9,0,3.249109983444214,7.408400058746338 -2010,6,2,12,0,3.419610023498535,7.630099773406982 -2010,6,2,15,0,3.6066999435424805,7.842700004577637 -2010,6,2,18,0,3.2683000564575195,8.44540023803711 -2010,6,2,21,0,2.8697500228881836,8.8503999710083 -2010,6,3,0,0,2.699199914932251,9.07979965209961 -2010,6,3,3,0,2.6188700199127197,9.31190013885498 -2010,6,3,6,0,2.5936100482940674,9.506400108337402 -2010,6,3,9,0,2.5550498962402344,9.85509967803955 -2010,6,3,12,0,2.531869888305664,10.107600212097168 -2010,6,3,15,0,2.5022199153900146,10.290800094604492 -2010,6,3,18,0,2.4646999835968018,10.415399551391602 -2010,6,3,21,0,2.4307899475097656,10.496199607849121 -2010,6,4,0,0,2.4040400981903076,10.54520034790039 -2010,6,4,3,0,2.3853700160980225,10.600000381469727 -2010,6,4,6,0,2.3901801109313965,10.714500427246094 -2010,6,4,9,0,2.698309898376465,9.762499809265137 -2010,6,4,12,0,3.496299982070923,9.554499626159668 -2010,6,4,15,0,3.2713499069213867,9.882699966430664 -2010,6,4,18,0,3.1020898818969727,9.990799903869629 -2010,6,4,21,0,2.8969600200653076,10.159199714660645 -2010,6,5,0,0,2.7143499851226807,10.229599952697754 -2010,6,5,3,0,2.5604898929595947,10.235600471496582 -2010,6,5,6,0,2.4330101013183594,10.207099914550781 -2010,6,5,9,0,2.3360300064086914,10.207300186157227 -2010,6,5,12,0,2.280019998550415,10.269000053405762 -2010,6,5,15,0,2.29079008102417,10.111499786376953 -2010,6,5,18,0,2.260349988937378,10.317999839782715 -2010,6,5,21,0,2.2363901138305664,10.362799644470215 -2010,6,6,0,0,2.200429916381836,10.336199760437012 -2010,6,6,3,0,2.1443400382995605,10.319100379943848 -2010,6,6,6,0,2.0787699222564697,10.281900405883789 -2010,6,6,9,0,2.001460075378418,10.234800338745117 -2010,6,6,12,0,1.9357399940490723,9.98390007019043 -2010,6,6,15,0,1.889140009880066,9.627699851989746 -2010,6,6,18,0,1.876520037651062,9.208600044250488 -2010,6,6,21,0,1.8745399713516235,8.868800163269043 -2010,6,7,0,0,1.8307000398635864,8.7608003616333 -2010,6,7,3,0,1.7402199506759644,8.95460033416748 -2010,6,7,6,0,1.7077100276947021,8.981100082397461 -2010,6,7,9,0,1.7310099601745605,8.986300468444824 -2010,6,7,12,0,1.7734999656677246,8.956500053405762 -2010,6,7,15,0,1.8502399921417236,8.967900276184082 -2010,6,7,18,0,1.924180030822754,9.103300094604492 -2010,6,7,21,0,1.9549399614334106,9.326700210571289 -2010,6,8,0,0,1.9538600444793701,9.399200439453125 -2010,6,8,3,0,2.0139899253845215,8.746600151062012 -2010,6,8,6,0,2.1289501190185547,7.823400020599365 -2010,6,8,9,0,2.0692200660705566,7.556300163269043 -2010,6,8,12,0,1.9163099527359009,7.7154998779296875 -2010,6,8,15,0,1.7406699657440186,8.288399696350098 -2010,6,8,18,0,1.6297600269317627,8.935799598693848 -2010,6,8,21,0,1.5590699911117554,9.457599639892578 -2010,6,9,0,0,1.4917000532150269,9.743200302124023 -2010,6,9,3,0,1.442639946937561,9.391599655151367 -2010,6,9,6,0,1.7968000173568726,7.026299953460693 -2010,6,9,9,0,2.492110013961792,6.639599800109863 -2010,6,9,12,0,2.6531898975372314,7.158100128173828 -2010,6,9,15,0,2.728749990463257,7.2210001945495605 -2010,6,9,18,0,2.789340019226074,7.578000068664551 -2010,6,9,21,0,2.5825400352478027,8.205599784851074 -2010,6,10,0,0,2.7263998985290527,8.906100273132324 -2010,6,10,3,0,2.726609945297241,9.449899673461914 -2010,6,10,6,0,2.820849895477295,9.086000442504883 -2010,6,10,9,0,2.7157700061798096,8.537300109863281 -2010,6,10,12,0,2.6564900875091553,8.021300315856934 -2010,6,10,15,0,2.446959972381592,8.1806001663208 -2010,6,10,18,0,2.3885300159454346,8.086099624633789 -2010,6,10,21,0,2.321660041809082,8.164999961853027 -2010,6,11,0,0,2.2907800674438477,7.987199783325195 -2010,6,11,3,0,2.197319984436035,7.968599796295166 -2010,6,11,6,0,2.072540044784546,8.020400047302246 -2010,6,11,9,0,1.9659500122070312,8.071800231933594 -2010,6,11,12,0,1.8981399536132812,8.040800094604492 -2010,6,11,15,0,1.8781700134277344,7.870500087738037 -2010,6,11,18,0,1.8378700017929077,7.771999835968018 -2010,6,11,21,0,1.821619987487793,7.492400169372559 -2010,6,12,0,0,1.9330799579620361,6.905799865722656 -2010,6,12,3,0,2.0846400260925293,6.528200149536133 -2010,6,12,6,0,2.0837900638580322,6.458700180053711 -2010,6,12,9,0,1.9309500455856323,6.567299842834473 -2010,6,12,12,0,1.7776999473571777,6.678400039672852 -2010,6,12,15,0,1.6409599781036377,6.7835001945495605 -2010,6,12,18,0,1.6088500022888184,6.844699859619141 -2010,6,12,21,0,1.8045400381088257,6.666800022125244 -2010,6,13,0,0,2.030639886856079,6.708499908447266 -2010,6,13,3,0,2.2899699211120605,6.8653998374938965 -2010,6,13,6,0,2.4743099212646484,7.377799987792969 -2010,6,13,9,0,2.4744999408721924,8.508899688720703 -2010,6,13,12,0,2.6586101055145264,9.534199714660645 -2010,6,13,15,0,3.0177900791168213,9.785499572753906 -2010,6,13,18,0,3.4884400367736816,9.48390007019043 -2010,6,13,21,0,3.92903995513916,9.259900093078613 -2010,6,14,0,0,4.1177802085876465,9.040900230407715 -2010,6,14,3,0,4.03849983215332,9.033499717712402 -2010,6,14,6,0,3.9209799766540527,9.054300308227539 -2010,6,14,9,0,3.594860076904297,9.141300201416016 -2010,6,14,12,0,3.4014499187469482,9.038700103759766 -2010,6,14,15,0,3.172950029373169,9.054699897766113 -2010,6,14,18,0,3.10152006149292,8.800800323486328 -2010,6,14,21,0,2.9670000076293945,8.699000358581543 -2010,6,15,0,0,2.9802799224853516,8.394399642944336 -2010,6,15,3,0,2.9169299602508545,8.230400085449219 -2010,6,15,6,0,2.810460090637207,8.103400230407715 -2010,6,15,9,0,2.6075398921966553,8.172599792480469 -2010,6,15,12,0,2.473259925842285,8.197799682617188 -2010,6,15,15,0,2.2245500087738037,8.806099891662598 -2010,6,15,18,0,2.176640033721924,8.689200401306152 -2010,6,15,21,0,2.147480010986328,8.61400032043457 -2010,6,16,0,0,2.1992499828338623,8.273099899291992 -2010,6,16,3,0,2.148469924926758,8.364899635314941 -2010,6,16,6,0,2.2232298851013184,8.052599906921387 -2010,6,16,9,0,2.1518900394439697,8.307900428771973 -2010,6,16,12,0,2.119230031967163,8.269499778747559 -2010,6,16,15,0,2.0852599143981934,8.277999877929688 -2010,6,16,18,0,2.0207600593566895,8.491800308227539 -2010,6,16,21,0,2.011399984359741,8.767600059509277 -2010,6,17,0,0,2.083250045776367,9.058099746704102 -2010,6,17,3,0,2.192379951477051,9.241499900817871 -2010,6,17,6,0,2.395930051803589,9.013500213623047 -2010,6,17,9,0,2.495500087738037,9.254500389099121 -2010,6,17,12,0,2.569240093231201,9.288800239562988 -2010,6,17,15,0,2.524240016937256,9.73859977722168 -2010,6,17,18,0,2.5011301040649414,9.908499717712402 -2010,6,17,21,0,2.4430899620056152,10.00059986114502 -2010,6,18,0,0,2.39136004447937,9.849499702453613 -2010,6,18,3,0,2.332289934158325,9.654800415039062 -2010,6,18,6,0,2.232919931411743,9.614700317382812 -2010,6,18,9,0,2.074460029602051,9.883999824523926 -2010,6,18,12,0,1.9537400007247925,10.027999877929688 -2010,6,18,15,0,1.8777199983596802,10.047499656677246 -2010,6,18,18,0,1.8322800397872925,9.962900161743164 -2010,6,18,21,0,1.8668400049209595,9.316100120544434 -2010,6,19,0,0,1.9249199628829956,8.635199546813965 -2010,6,19,3,0,1.8290300369262695,8.688199996948242 -2010,6,19,6,0,1.6906800270080566,9.03439998626709 -2010,6,19,9,0,1.6181700229644775,9.178799629211426 -2010,6,19,12,0,1.5816199779510498,9.194899559020996 -2010,6,19,15,0,1.532439947128296,9.229100227355957 -2010,6,19,18,0,1.4852999448776245,9.253899574279785 -2010,6,19,21,0,1.470579981803894,9.209799766540527 -2010,6,20,0,0,1.4978599548339844,9.152899742126465 -2010,6,20,3,0,1.5550099611282349,9.122599601745605 -2010,6,20,6,0,1.6265100240707397,9.033900260925293 -2010,6,20,9,0,1.7021600008010864,8.992799758911133 -2010,6,20,12,0,1.7079999446868896,9.058699607849121 -2010,6,20,15,0,1.6899100542068481,9.095100402832031 -2010,6,20,18,0,1.6579699516296387,9.140700340270996 -2010,6,20,21,0,1.6045700311660767,9.190400123596191 -2010,6,21,0,0,1.5495500564575195,9.168600082397461 -2010,6,21,3,0,1.5028799772262573,9.02750015258789 -2010,6,21,6,0,1.4792399406433105,8.694999694824219 -2010,6,21,9,0,1.3937699794769287,8.843999862670898 -2010,6,21,12,0,1.3173099756240845,8.973400115966797 -2010,6,21,15,0,1.266819953918457,9.116399765014648 -2010,6,21,18,0,1.261240005493164,9.288599967956543 -2010,6,21,21,0,1.3174099922180176,9.374899864196777 -2010,6,22,0,0,1.4306199550628662,9.14799976348877 -2010,6,22,3,0,1.581130027770996,8.493300437927246 -2010,6,22,6,0,1.6384799480438232,8.161600112915039 -2010,6,22,9,0,1.6300599575042725,7.9456000328063965 -2010,6,22,12,0,1.5357600450515747,8.079400062561035 -2010,6,22,15,0,1.4482300281524658,8.188699722290039 -2010,6,22,18,0,1.4178600311279297,8.00529956817627 -2010,6,22,21,0,1.4989999532699585,7.400199890136719 -2010,6,23,0,0,1.5989999771118164,7.232800006866455 -2010,6,23,3,0,1.6304399967193604,7.915999889373779 -2010,6,23,6,0,1.7335200309753418,8.99120044708252 -2010,6,23,9,0,1.840459942817688,10.177599906921387 -2010,6,23,12,0,1.9615000486373901,10.638799667358398 -2010,6,23,15,0,2.0207300186157227,10.72659969329834 -2010,6,23,18,0,2.017280101776123,10.670100212097168 -2010,6,23,21,0,1.9787700176239014,10.56029987335205 -2010,6,24,0,0,1.9373899698257446,10.308099746704102 -2010,6,24,3,0,1.891260027885437,10.097900390625 -2010,6,24,6,0,1.8808599710464478,9.786499977111816 -2010,6,24,9,0,1.8391400575637817,9.896900177001953 -2010,6,24,12,0,1.8113800287246704,9.995200157165527 -2010,6,24,15,0,1.8040599822998047,9.905500411987305 -2010,6,24,18,0,1.805209994316101,9.693099975585938 -2010,6,24,21,0,1.837339997291565,9.210100173950195 -2010,6,25,0,0,2.010970115661621,8.135899543762207 -2010,6,25,3,0,1.9271800518035889,8.208800315856934 -2010,6,25,6,0,1.7368500232696533,8.762800216674805 -2010,6,25,9,0,1.5948400497436523,9.278599739074707 -2010,6,25,12,0,1.5193099975585938,9.601499557495117 -2010,6,25,15,0,1.4894800186157227,9.857999801635742 -2010,6,25,18,0,1.5134299993515015,9.911199569702148 -2010,6,25,21,0,1.5592399835586548,9.823699951171875 -2010,6,26,0,0,1.6848200559616089,8.999300003051758 -2010,6,26,3,0,1.762969970703125,8.587599754333496 -2010,6,26,6,0,1.794010043144226,8.422499656677246 -2010,6,26,9,0,1.7387700080871582,8.762499809265137 -2010,6,26,12,0,1.6769100427627563,9.289199829101562 -2010,6,26,15,0,1.613860011100769,9.985400199890137 -2010,6,26,18,0,1.5930800437927246,10.376299858093262 -2010,6,26,21,0,1.591230034828186,10.547200202941895 -2010,6,27,0,0,1.6956299543380737,9.802900314331055 -2010,6,27,3,0,1.8149499893188477,9.175100326538086 -2010,6,27,6,0,1.8049299716949463,9.285900115966797 -2010,6,27,9,0,1.670390009880066,10.156499862670898 -2010,6,27,12,0,1.5821199417114258,10.822099685668945 -2010,6,27,15,0,1.5245599746704102,11.252900123596191 -2010,6,27,18,0,1.4819300174713135,11.508000373840332 -2010,6,27,21,0,1.5075900554656982,10.971599578857422 -2010,6,28,0,0,1.5475800037384033,10.367300033569336 -2010,6,28,3,0,1.5035400390625,10.601200103759766 -2010,6,28,6,0,1.4683400392532349,10.840100288391113 -2010,6,28,9,0,1.4516899585723877,10.93179988861084 -2010,6,28,12,0,1.4556299448013306,10.860300064086914 -2010,6,28,15,0,1.479349970817566,10.784600257873535 -2010,6,28,18,0,1.5474799871444702,10.636799812316895 -2010,6,28,21,0,1.7448400259017944,9.738900184631348 -2010,6,29,0,0,2.0533499717712402,8.779600143432617 -2010,6,29,3,0,2.259459972381592,8.581700325012207 -2010,6,29,6,0,2.2803099155426025,8.563199996948242 -2010,6,29,9,0,2.1176400184631348,8.90530014038086 -2010,6,29,12,0,2.004379987716675,8.982000350952148 -2010,6,29,15,0,1.9007400274276733,9.133899688720703 -2010,6,29,18,0,1.8334699869155884,9.14109992980957 -2010,6,29,21,0,1.8010799884796143,9.021599769592285 -2010,6,30,0,0,1.9244699478149414,8.31029987335205 -2010,6,30,3,0,1.9118200540542603,8.44729995727539 -2010,6,30,6,0,1.8584200143814087,8.618800163269043 -2010,6,30,9,0,1.7648999691009521,8.857399940490723 -2010,6,30,12,0,1.6977399587631226,8.834799766540527 -2010,6,30,15,0,1.6126500368118286,8.900699615478516 -2010,6,30,18,0,1.5413000583648682,8.849800109863281 -2010,6,30,21,0,1.5049899816513062,8.575799942016602 -2010,7,1,0,0,1.5349700450897217,8.026900291442871 -2010,7,1,3,0,1.5012600421905518,8.007100105285645 -2010,7,1,6,0,1.4031800031661987,8.427499771118164 -2010,7,1,9,0,1.3152600526809692,8.756999969482422 -2010,7,1,12,0,1.2466700077056885,8.862099647521973 -2010,7,1,15,0,1.1854599714279175,8.888400077819824 -2010,7,1,18,0,1.1372400522232056,8.893799781799316 -2010,7,1,21,0,1.2966500520706177,7.469600200653076 -2010,7,2,0,0,1.479640007019043,7.088399887084961 -2010,7,2,3,0,1.3759299516677856,7.668300151824951 -2010,7,2,6,0,1.3778599500656128,7.80079984664917 -2010,7,2,9,0,1.4123300313949585,7.875899791717529 -2010,7,2,12,0,1.4631799459457397,7.900300025939941 -2010,7,2,15,0,1.489300012588501,7.9745001792907715 -2010,7,2,18,0,1.50872004032135,8.03499984741211 -2010,7,2,21,0,1.6144700050354004,7.871200084686279 -2010,7,3,0,0,1.9166799783706665,7.365300178527832 -2010,7,3,3,0,2.0190699100494385,7.441800117492676 -2010,7,3,6,0,1.993980050086975,7.384099960327148 -2010,7,3,9,0,1.8104000091552734,7.60890007019043 -2010,7,3,12,0,1.6756900548934937,7.686800003051758 -2010,7,3,15,0,1.5548900365829468,8.052599906921387 -2010,7,3,18,0,1.4950400590896606,8.414899826049805 -2010,7,3,21,0,1.5369600057601929,8.256999969482422 -2010,7,4,0,0,1.8019399642944336,7.299600124359131 -2010,7,4,3,0,1.9192099571228027,7.203000068664551 -2010,7,4,6,0,2.004729986190796,7.4079999923706055 -2010,7,4,9,0,1.9697099924087524,8.048299789428711 -2010,7,4,12,0,2.0651800632476807,8.307100296020508 -2010,7,4,15,0,2.0480000972747803,8.649700164794922 -2010,7,4,18,0,1.972040057182312,8.945899963378906 -2010,7,4,21,0,1.9655200242996216,9.119799613952637 -2010,7,5,0,0,2.1533799171447754,8.89229965209961 -2010,7,5,3,0,2.3723599910736084,8.875699996948242 -2010,7,5,6,0,2.511430025100708,8.590200424194336 -2010,7,5,9,0,2.5432798862457275,8.315899848937988 -2010,7,5,12,0,2.541179895401001,8.14579963684082 -2010,7,5,15,0,2.434799909591675,8.386500358581543 -2010,7,5,18,0,2.3947300910949707,8.774499893188477 -2010,7,5,21,0,2.482800006866455,8.904500007629395 -2010,7,6,0,0,2.756589889526367,8.555299758911133 -2010,7,6,3,0,2.855989933013916,8.29990005493164 -2010,7,6,6,0,2.7134599685668945,8.200499534606934 -2010,7,6,9,0,2.624969959259033,8.097599983215332 -2010,7,6,12,0,2.616919994354248,8.046899795532227 -2010,7,6,15,0,2.6338300704956055,8.005800247192383 -2010,7,6,18,0,2.6726300716400146,8.018899917602539 -2010,7,6,21,0,2.664109945297241,7.9857001304626465 -2010,7,7,0,0,2.93818998336792,7.767300128936768 -2010,7,7,3,0,2.9380300045013428,7.811999797821045 -2010,7,7,6,0,2.9287800788879395,7.772799968719482 -2010,7,7,9,0,2.6635000705718994,8.063300132751465 -2010,7,7,12,0,2.3397300243377686,8.62090015411377 -2010,7,7,15,0,2.1298298835754395,8.983099937438965 -2010,7,7,18,0,1.9942899942398071,9.1697998046875 -2010,7,7,21,0,1.8950300216674805,9.281299591064453 -2010,7,8,0,0,1.8192499876022339,9.346599578857422 -2010,7,8,3,0,1.76774001121521,9.378100395202637 -2010,7,8,6,0,1.705680012702942,9.411199569702148 -2010,7,8,9,0,1.6217000484466553,9.438899993896484 -2010,7,8,12,0,1.540850043296814,9.454000473022461 -2010,7,8,15,0,1.4882999658584595,9.42020034790039 -2010,7,8,18,0,1.4635200500488281,9.316499710083008 -2010,7,8,21,0,1.4408299922943115,9.171699523925781 -2010,7,9,0,0,1.4194400310516357,8.935799598693848 -2010,7,9,3,0,1.387969970703125,8.87660026550293 -2010,7,9,6,0,1.3683300018310547,8.812000274658203 -2010,7,9,9,0,1.3381999731063843,8.72819995880127 -2010,7,9,12,0,1.374169945716858,8.147600173950195 -2010,7,9,15,0,1.3820799589157104,7.99370002746582 -2010,7,9,18,0,1.3999300003051758,7.849299907684326 -2010,7,9,21,0,1.5179200172424316,7.231400012969971 -2010,7,10,0,0,1.6850999593734741,6.77370023727417 -2010,7,10,3,0,1.8642200231552124,6.6620001792907715 -2010,7,10,6,0,1.9330099821090698,6.901700019836426 -2010,7,10,9,0,1.8066999912261963,7.387400150299072 -2010,7,10,12,0,1.6781599521636963,7.367599964141846 -2010,7,10,15,0,1.563289999961853,7.2399001121521 -2010,7,10,18,0,1.4566700458526611,7.191199779510498 -2010,7,10,21,0,1.530519962310791,6.571700096130371 -2010,7,11,0,0,1.7912800312042236,6.257599830627441 -2010,7,11,3,0,1.809999942779541,6.361599922180176 -2010,7,11,6,0,1.9008300304412842,6.464300155639648 -2010,7,11,9,0,1.8992999792099,6.698999881744385 -2010,7,11,12,0,1.8944100141525269,7.039899826049805 -2010,7,11,15,0,1.8430099487304688,7.655300140380859 -2010,7,11,18,0,1.8438700437545776,8.261799812316895 -2010,7,11,21,0,1.9478000402450562,8.553199768066406 -2010,7,12,0,0,2.132920026779175,8.501700401306152 -2010,7,12,3,0,2.2224700450897217,8.677000045776367 -2010,7,12,6,0,2.3016600608825684,8.773699760437012 -2010,7,12,9,0,2.299180030822754,9.093500137329102 -2010,7,12,12,0,2.314690113067627,9.192500114440918 -2010,7,12,15,0,2.2949600219726562,9.417099952697754 -2010,7,12,18,0,2.3336598873138428,9.621700286865234 -2010,7,12,21,0,2.4613699913024902,9.802000045776367 -2010,7,13,0,0,2.8665099143981934,9.157899856567383 -2010,7,13,3,0,3.1211600303649902,9.088600158691406 -2010,7,13,6,0,3.2778398990631104,9.057100296020508 -2010,7,13,9,0,3.1305999755859375,9.327699661254883 -2010,7,13,12,0,3.023629903793335,9.321499824523926 -2010,7,13,15,0,2.807080030441284,9.678299903869629 -2010,7,13,18,0,2.6612699031829834,9.711999893188477 -2010,7,13,21,0,2.746309995651245,8.995800018310547 -2010,7,14,0,0,2.8102900981903076,8.523699760437012 -2010,7,14,3,0,2.70317006111145,8.395899772644043 -2010,7,14,6,0,2.6037099361419678,8.336199760437012 -2010,7,14,9,0,2.5877299308776855,8.221400260925293 -2010,7,14,12,0,2.5497798919677734,8.162099838256836 -2010,7,14,15,0,2.4291601181030273,8.151300430297852 -2010,7,14,18,0,2.2623798847198486,8.142000198364258 -2010,7,14,21,0,2.364150047302246,7.572999954223633 -2010,7,15,0,0,2.5273499488830566,7.347300052642822 -2010,7,15,3,0,2.5114200115203857,7.4079999923706055 -2010,7,15,6,0,2.5069499015808105,7.448800086975098 -2010,7,15,9,0,2.4133899211883545,7.566699981689453 -2010,7,15,12,0,2.3054699897766113,7.517600059509277 -2010,7,15,15,0,2.3374600410461426,7.330900192260742 -2010,7,15,18,0,2.3340799808502197,7.371200084686279 -2010,7,15,21,0,2.5234999656677246,7.215000152587891 -2010,7,16,0,0,2.7096199989318848,7.242300033569336 -2010,7,16,3,0,2.6791698932647705,7.392000198364258 -2010,7,16,6,0,2.6559898853302,7.459799766540527 -2010,7,16,9,0,2.512209892272949,7.6479997634887695 -2010,7,16,12,0,2.4229800701141357,7.67110013961792 -2010,7,16,15,0,2.3140199184417725,7.768199920654297 -2010,7,16,18,0,2.209559917449951,7.849299907684326 -2010,7,16,21,0,2.2357499599456787,7.663300037384033 -2010,7,17,0,0,2.372390031814575,7.427499771118164 -2010,7,17,3,0,2.3142499923706055,7.469600200653076 -2010,7,17,6,0,2.1862399578094482,7.521599769592285 -2010,7,17,9,0,2.121150016784668,7.464300155639648 -2010,7,17,12,0,2.082940101623535,7.530700206756592 -2010,7,17,15,0,2.0030100345611572,7.705399990081787 -2010,7,17,18,0,1.8615599870681763,8.025400161743164 -2010,7,17,21,0,1.7910699844360352,7.996200084686279 -2010,7,18,0,0,1.8463499546051025,7.627799987792969 -2010,7,18,3,0,1.8828500509262085,7.520599842071533 -2010,7,18,6,0,1.8829599618911743,7.534200191497803 -2010,7,18,9,0,1.8564599752426147,7.634099960327148 -2010,7,18,12,0,1.8344500064849854,7.6774001121521 -2010,7,18,15,0,1.7578400373458862,7.885300159454346 -2010,7,18,18,0,1.6849900484085083,7.948999881744385 -2010,7,18,21,0,1.6334600448608398,8.001399993896484 -2010,7,19,0,0,1.6829400062561035,7.73390007019043 -2010,7,19,3,0,1.7058700323104858,7.806700229644775 -2010,7,19,6,0,1.7360899448394775,7.729400157928467 -2010,7,19,9,0,1.7370500564575195,7.6570000648498535 -2010,7,19,12,0,1.7379900217056274,7.645699977874756 -2010,7,19,15,0,1.7101600170135498,7.909800052642822 -2010,7,19,18,0,1.6730899810791016,8.241000175476074 -2010,7,19,21,0,1.7972400188446045,8.083900451660156 -2010,7,20,0,0,2.127779960632324,7.5183000564575195 -2010,7,20,3,0,2.2775700092315674,7.47730016708374 -2010,7,20,6,0,2.3007700443267822,7.634200096130371 -2010,7,20,9,0,2.2555999755859375,8.002300262451172 -2010,7,20,12,0,2.2565999031066895,8.322799682617188 -2010,7,20,15,0,2.2580199241638184,8.46090030670166 -2010,7,20,18,0,2.2672300338745117,8.619400024414062 -2010,7,20,21,0,2.2355499267578125,9.05840015411377 -2010,7,21,0,0,2.276700019836426,9.132499694824219 -2010,7,21,3,0,2.1969499588012695,9.139399528503418 -2010,7,21,6,0,2.0181000232696533,9.318400382995605 -2010,7,21,9,0,1.915619969367981,9.24269962310791 -2010,7,21,12,0,1.8831100463867188,9.402299880981445 -2010,7,21,15,0,1.900589942932129,9.51449966430664 -2010,7,21,18,0,1.9480199813842773,9.706399917602539 -2010,7,21,21,0,2.0192599296569824,9.785699844360352 -2010,7,22,0,0,2.252389907836914,8.931599617004395 -2010,7,22,3,0,2.3431599140167236,8.69480037689209 -2010,7,22,6,0,2.3464601039886475,8.639900207519531 -2010,7,22,9,0,2.3002700805664062,8.746500015258789 -2010,7,22,12,0,2.312459945678711,8.617199897766113 -2010,7,22,15,0,2.2121999263763428,8.89330005645752 -2010,7,22,18,0,2.1343801021575928,9.074799537658691 -2010,7,22,21,0,2.115689992904663,9.016200065612793 -2010,7,23,0,0,2.3878300189971924,8.036999702453613 -2010,7,23,3,0,2.5599400997161865,7.781700134277344 -2010,7,23,6,0,2.701539993286133,7.51039981842041 -2010,7,23,9,0,2.576620101928711,7.490799903869629 -2010,7,23,12,0,2.350719928741455,7.569200038909912 -2010,7,23,15,0,2.2051000595092773,7.630199909210205 -2010,7,23,18,0,2.111569881439209,7.700699806213379 -2010,7,23,21,0,2.2695200443267822,7.37529993057251 -2010,7,24,0,0,2.4282000064849854,7.281300067901611 -2010,7,24,3,0,2.5487499237060547,7.280900001525879 -2010,7,24,6,0,2.5695900917053223,7.348899841308594 -2010,7,24,9,0,2.54010009765625,7.4822001457214355 -2010,7,24,12,0,2.4297099113464355,7.661799907684326 -2010,7,24,15,0,2.4964399337768555,7.6346001625061035 -2010,7,24,18,0,2.514270067214966,7.681399822235107 -2010,7,24,21,0,2.6346499919891357,7.485499858856201 -2010,7,25,0,0,2.867340087890625,7.454699993133545 -2010,7,25,3,0,2.834059953689575,7.697500228881836 -2010,7,25,6,0,2.843980073928833,7.903200149536133 -2010,7,25,9,0,2.6367199420928955,8.43850040435791 -2010,7,25,12,0,2.4944300651550293,8.604000091552734 -2010,7,25,15,0,2.405139923095703,8.64490032196045 -2010,7,25,18,0,2.3447699546813965,8.722900390625 -2010,7,25,21,0,2.349139928817749,8.583600044250488 -2010,7,26,0,0,2.4265100955963135,8.27079963684082 -2010,7,26,3,0,2.2859299182891846,8.593600273132324 -2010,7,26,6,0,2.2195401191711426,8.574899673461914 -2010,7,26,9,0,2.1703500747680664,8.736700057983398 -2010,7,26,12,0,2.1836600303649902,8.85509967803955 -2010,7,26,15,0,2.1767001152038574,8.869600296020508 -2010,7,26,18,0,2.155060052871704,8.86520004272461 -2010,7,26,21,0,2.1431798934936523,8.846099853515625 -2010,7,27,0,0,2.195039987564087,8.538999557495117 -2010,7,27,3,0,2.0809500217437744,8.761199951171875 -2010,7,27,6,0,1.974869966506958,8.723999977111816 -2010,7,27,9,0,1.8722200393676758,8.731100082397461 -2010,7,27,12,0,1.8086299896240234,8.683799743652344 -2010,7,27,15,0,1.7507799863815308,8.659700393676758 -2010,7,27,18,0,1.6968899965286255,8.64430046081543 -2010,7,27,21,0,1.6704599857330322,8.608200073242188 -2010,7,28,0,0,1.7037999629974365,8.40369987487793 -2010,7,28,3,0,1.7240300178527832,8.508700370788574 -2010,7,28,6,0,1.7582600116729736,8.54889965057373 -2010,7,28,9,0,1.7394200563430786,8.747300148010254 -2010,7,28,12,0,1.7160300016403198,8.70359992980957 -2010,7,28,15,0,1.7274999618530273,8.458200454711914 -2010,7,28,18,0,1.7403500080108643,8.299300193786621 -2010,7,28,21,0,1.7333099842071533,8.208999633789062 -2010,7,29,0,0,1.725600004196167,8.04069995880127 -2010,7,29,3,0,1.6286100149154663,8.333100318908691 -2010,7,29,6,0,1.540779948234558,8.67300033569336 -2010,7,29,9,0,1.4720300436019897,8.97700023651123 -2010,7,29,12,0,1.4286799430847168,9.08080005645752 -2010,7,29,15,0,1.4149399995803833,8.849699974060059 -2010,7,29,18,0,1.4058400392532349,8.57800006866455 -2010,7,29,21,0,1.3806300163269043,8.492799758911133 -2010,7,30,0,0,1.438979983329773,7.930200099945068 -2010,7,30,3,0,1.4218800067901611,8.023599624633789 -2010,7,30,6,0,1.4059900045394897,8.165800094604492 -2010,7,30,9,0,1.4090700149536133,8.410599708557129 -2010,7,30,12,0,1.4597100019454956,8.550100326538086 -2010,7,30,15,0,1.543030023574829,8.530200004577637 -2010,7,30,18,0,1.575819969177246,8.570699691772461 -2010,7,30,21,0,1.5891900062561035,8.721599578857422 -2010,7,31,0,0,1.6173499822616577,8.801799774169922 -2010,7,31,3,0,1.6540499925613403,8.848400115966797 -2010,7,31,6,0,1.7317999601364136,8.771300315856934 -2010,7,31,9,0,1.7927800416946411,8.807600021362305 -2010,7,31,12,0,1.8121999502182007,8.91759967803955 -2010,7,31,15,0,1.7716699838638306,9.166600227355957 -2010,7,31,18,0,1.7293000221252441,9.562800407409668 -2010,7,31,21,0,1.7337499856948853,9.891900062561035 -2010,8,1,0,0,1.7745000123977661,9.955699920654297 -2010,8,1,3,0,1.794819951057434,9.878800392150879 -2010,8,1,6,0,1.7908400297164917,9.710000038146973 -2010,8,1,9,0,1.7706300020217896,9.510199546813965 -2010,8,1,12,0,1.740399956703186,9.416600227355957 -2010,8,1,15,0,1.7115399837493896,9.560999870300293 -2010,8,1,18,0,1.6945199966430664,9.838600158691406 -2010,8,1,21,0,1.6778299808502197,10.074399948120117 -2010,8,2,0,0,1.6578600406646729,10.030200004577637 -2010,8,2,3,0,1.6467000246047974,9.57979965209961 -2010,8,2,6,0,1.6243300437927246,9.05519962310791 -2010,8,2,9,0,1.5751800537109375,8.854299545288086 -2010,8,2,12,0,1.5283299684524536,8.976200103759766 -2010,8,2,15,0,1.52524995803833,9.072099685668945 -2010,8,2,18,0,1.523069977760315,9.25570011138916 -2010,8,2,21,0,1.5080100297927856,9.552300453186035 -2010,8,3,0,0,1.5245699882507324,9.485799789428711 -2010,8,3,3,0,1.5660099983215332,9.107999801635742 -2010,8,3,6,0,1.566140055656433,9.02299976348877 -2010,8,3,9,0,1.5701099634170532,8.956700325012207 -2010,8,3,12,0,1.5922399759292603,8.856100082397461 -2010,8,3,15,0,1.6280900239944458,8.827500343322754 -2010,8,3,18,0,1.6990100145339966,8.793399810791016 -2010,8,3,21,0,1.7424800395965576,8.809100151062012 -2010,8,4,0,0,1.7391300201416016,8.826600074768066 -2010,8,4,3,0,1.7670899629592896,8.58489990234375 -2010,8,4,6,0,1.7203600406646729,8.74429988861084 -2010,8,4,9,0,1.647379994392395,8.976200103759766 -2010,8,4,12,0,1.6045199632644653,9.078100204467773 -2010,8,4,15,0,1.5849900245666504,9.206000328063965 -2010,8,4,18,0,1.579949975013733,9.372599601745605 -2010,8,4,21,0,1.5724200010299683,9.501199722290039 -2010,8,5,0,0,1.6088500022888184,9.121100425720215 -2010,8,5,3,0,1.5778199434280396,9.200799942016602 -2010,8,5,6,0,1.5344699621200562,9.359700202941895 -2010,8,5,9,0,1.509600043296814,9.458399772644043 -2010,8,5,12,0,1.5326100587844849,9.326899528503418 -2010,8,5,15,0,1.5751800537109375,9.192000389099121 -2010,8,5,18,0,1.596019983291626,9.236900329589844 -2010,8,5,21,0,1.607509970664978,9.408100128173828 -2010,8,6,0,0,1.6142100095748901,9.582599639892578 -2010,8,6,3,0,1.6118099689483643,9.703300476074219 -2010,8,6,6,0,1.619339942932129,9.58590030670166 -2010,8,6,9,0,1.63510000705719,9.355999946594238 -2010,8,6,12,0,1.6960099935531616,8.927599906921387 -2010,8,6,15,0,1.7641099691390991,8.72350025177002 -2010,8,6,18,0,1.8014099597930908,8.75510025024414 -2010,8,6,21,0,1.775979995727539,8.990300178527832 -2010,8,7,0,0,1.7645000219345093,8.907500267028809 -2010,8,7,3,0,1.7449699640274048,8.774499893188477 -2010,8,7,6,0,1.7566499710083008,8.462900161743164 -2010,8,7,9,0,1.6289199590682983,8.998700141906738 -2010,8,7,12,0,1.5310300588607788,9.489700317382812 -2010,8,7,15,0,1.473449945449829,9.889900207519531 -2010,8,7,18,0,1.441640019416809,10.217700004577637 -2010,8,7,21,0,1.422260046005249,10.437299728393555 -2010,8,8,0,0,1.4095300436019897,10.542900085449219 -2010,8,8,3,0,1.4090800285339355,10.589900016784668 -2010,8,8,6,0,1.4787700176239014,10.177499771118164 -2010,8,8,9,0,1.6207799911499023,9.532299995422363 -2010,8,8,12,0,1.803130030632019,8.793399810791016 -2010,8,8,15,0,1.878640055656433,8.49020004272461 -2010,8,8,18,0,1.8583799600601196,8.424699783325195 -2010,8,8,21,0,1.765660047531128,8.64330005645752 -2010,8,9,0,0,1.7461700439453125,8.515800476074219 -2010,8,9,3,0,1.8130300045013428,8.093299865722656 -2010,8,9,6,0,1.9129799604415894,7.666600227355957 -2010,8,9,9,0,1.8030200004577637,7.884699821472168 -2010,8,9,12,0,1.7034000158309937,8.081199645996094 -2010,8,9,15,0,1.6515699625015259,8.153400421142578 -2010,8,9,18,0,1.6084400415420532,8.247900009155273 -2010,8,9,21,0,1.6091500520706177,8.329700469970703 -2010,8,10,0,0,1.6982699632644653,8.024200439453125 -2010,8,10,3,0,1.7847399711608887,7.734899997711182 -2010,8,10,6,0,1.7513099908828735,7.863800048828125 -2010,8,10,9,0,1.6342799663543701,8.34939956665039 -2010,8,10,12,0,1.5525200366973877,8.616100311279297 -2010,8,10,15,0,1.488800048828125,8.71720027923584 -2010,8,10,18,0,1.4333000183105469,8.75469970703125 -2010,8,10,21,0,1.3783899545669556,8.765700340270996 -2010,8,11,0,0,1.3481199741363525,8.67770004272461 -2010,8,11,3,0,1.3916699886322021,8.499300003051758 -2010,8,11,6,0,1.43927001953125,8.38029956817627 -2010,8,11,9,0,1.479949951171875,8.289299964904785 -2010,8,11,12,0,1.5722399950027466,8.034000396728516 -2010,8,11,15,0,1.6256500482559204,8.091899871826172 -2010,8,11,18,0,1.6341400146484375,8.374199867248535 -2010,8,11,21,0,1.6612999439239502,8.666899681091309 -2010,8,12,0,0,1.7853399515151978,8.609199523925781 -2010,8,12,3,0,1.8782800436019897,8.818900108337402 -2010,8,12,6,0,1.9063800573349,9.227299690246582 -2010,8,12,9,0,1.954319953918457,9.375399589538574 -2010,8,12,12,0,2.0046799182891846,9.331999778747559 -2010,8,12,15,0,2.0212299823760986,9.30519962310791 -2010,8,12,18,0,2.0198800563812256,9.251999855041504 -2010,8,12,21,0,2.032860040664673,9.18220043182373 -2010,8,13,0,0,2.1183199882507324,8.834400177001953 -2010,8,13,3,0,2.1648800373077393,8.63700008392334 -2010,8,13,6,0,2.178950071334839,8.581399917602539 -2010,8,13,9,0,2.1399500370025635,8.782299995422363 -2010,8,13,12,0,2.1359798908233643,8.908100128173828 -2010,8,13,15,0,2.109139919281006,9.088600158691406 -2010,8,13,18,0,2.0436599254608154,9.216099739074707 -2010,8,13,21,0,1.9689799547195435,9.239700317382812 -2010,8,14,0,0,1.9344700574874878,9.019200325012207 -2010,8,14,3,0,1.8548799753189087,9.055999755859375 -2010,8,14,6,0,1.808419942855835,8.968299865722656 -2010,8,14,9,0,1.777169942855835,8.931699752807617 -2010,8,14,12,0,1.715250015258789,9.020400047302246 -2010,8,14,15,0,1.6575499773025513,9.108599662780762 -2010,8,14,18,0,1.6112699508666992,9.142000198364258 -2010,8,14,21,0,1.5547200441360474,9.166999816894531 -2010,8,15,0,0,1.4834100008010864,9.236000061035156 -2010,8,15,3,0,1.4159300327301025,9.34060001373291 -2010,8,15,6,0,1.3611600399017334,9.458499908447266 -2010,8,15,9,0,1.3132400512695312,9.554400444030762 -2010,8,15,12,0,1.2659000158309937,9.625900268554688 -2010,8,15,15,0,1.2231800556182861,9.691800117492676 -2010,8,15,18,0,1.1909899711608887,9.786399841308594 -2010,8,15,21,0,1.1684800386428833,9.940899848937988 -2010,8,16,0,0,1.1524800062179565,10.145400047302246 -2010,8,16,3,0,1.137660026550293,10.353699684143066 -2010,8,16,6,0,1.1170599460601807,10.49020004272461 -2010,8,16,9,0,1.085800051689148,10.532999992370605 -2010,8,16,12,0,1.0464199781417847,10.504199981689453 -2010,8,16,15,0,1.0090500116348267,10.487899780273438 -2010,8,16,18,0,0.982699990272522,10.571700096130371 -2010,8,16,21,0,0.9753599762916565,10.700599670410156 -2010,8,17,0,0,1.04830002784729,9.860899925231934 -2010,8,17,3,0,1.0652300119400024,9.955300331115723 -2010,8,17,6,0,1.0444899797439575,10.378299713134766 -2010,8,17,9,0,1.0206999778747559,10.690899848937988 -2010,8,17,12,0,1.002519965171814,10.785200119018555 -2010,8,17,15,0,0.9927499890327454,10.694199562072754 -2010,8,17,18,0,1.0680999755859375,9.834799766540527 -2010,8,17,21,0,1.294700026512146,8.706899642944336 -2010,8,18,0,0,1.3875700235366821,8.547699928283691 -2010,8,18,3,0,1.3626799583435059,8.693499565124512 -2010,8,18,6,0,1.3236000537872314,8.884099960327148 -2010,8,18,9,0,1.2999000549316406,9.002400398254395 -2010,8,18,12,0,1.276859998703003,9.054499626159668 -2010,8,18,15,0,1.2659800052642822,9.046500205993652 -2010,8,18,18,0,1.2800500392913818,9.029399871826172 -2010,8,18,21,0,1.3204599618911743,9.068099975585938 -2010,8,19,0,0,1.370129942893982,9.17140007019043 -2010,8,19,3,0,1.396589994430542,9.300100326538086 -2010,8,19,6,0,1.3969999551773071,9.403300285339355 -2010,8,19,9,0,1.3894799947738647,9.43809986114502 -2010,8,19,12,0,1.3856199979782104,9.417400360107422 -2010,8,19,15,0,1.3871999979019165,9.398900032043457 -2010,8,19,18,0,1.494979977607727,8.990900039672852 -2010,8,19,21,0,1.7730000019073486,8.262499809265137 -2010,8,20,0,0,2.168370008468628,7.498199939727783 -2010,8,20,3,0,2.3842599391937256,7.503900051116943 -2010,8,20,6,0,2.448740005493164,7.709799766540527 -2010,8,20,9,0,2.466639995574951,7.9131999015808105 -2010,8,20,12,0,2.466629981994629,8.152799606323242 -2010,8,20,15,0,2.3489298820495605,8.668999671936035 -2010,8,20,18,0,2.3554599285125732,8.897600173950195 -2010,8,20,21,0,2.5702500343322754,8.658499717712402 -2010,8,21,0,0,2.8503499031066895,8.328800201416016 -2010,8,21,3,0,2.8440101146698,8.352899551391602 -2010,8,21,6,0,2.764169931411743,8.362899780273438 -2010,8,21,9,0,2.5163800716400146,8.74940013885498 -2010,8,21,12,0,2.3135900497436523,9.263799667358398 -2010,8,21,15,0,2.1686201095581055,9.9350004196167 -2010,8,21,18,0,2.0847699642181396,10.588299751281738 -2010,8,21,21,0,2.023629903793335,11.006999969482422 -2010,8,22,0,0,1.959149956703186,11.139699935913086 -2010,8,22,3,0,1.876479983329773,11.156599998474121 -2010,8,22,6,0,1.7928199768066406,11.176899909973145 -2010,8,22,9,0,1.7224199771881104,11.32699966430664 -2010,8,22,12,0,1.6811399459838867,11.507200241088867 -2010,8,22,15,0,1.6615500450134277,11.651900291442871 -2010,8,22,18,0,1.6535199880599976,11.714400291442871 -2010,8,22,21,0,1.6391899585723877,11.745599746704102 -2010,8,23,0,0,1.6113200187683105,11.7475004196167 -2010,8,23,3,0,1.5752999782562256,11.640700340270996 -2010,8,23,6,0,1.5243200063705444,11.510100364685059 -2010,8,23,9,0,1.4645899534225464,11.333700180053711 -2010,8,23,12,0,1.4327800273895264,10.88640022277832 -2010,8,23,15,0,1.4687299728393555,10.041799545288086 -2010,8,23,18,0,1.5838500261306763,9.077699661254883 -2010,8,23,21,0,1.921679973602295,7.657899856567383 -2010,8,24,0,0,2.346940040588379,7.073200225830078 -2010,8,24,3,0,2.423140048980713,7.064899921417236 -2010,8,24,6,0,2.479140043258667,7.128900051116943 -2010,8,24,9,0,2.4496500492095947,7.2540998458862305 -2010,8,24,12,0,2.1587600708007812,7.729700088500977 -2010,8,24,15,0,1.9270999431610107,8.07699966430664 -2010,8,24,18,0,1.7864099740982056,8.492500305175781 -2010,8,24,21,0,1.9913899898529053,7.8445000648498535 -2010,8,25,0,0,2.3045499324798584,7.796800136566162 -2010,8,25,3,0,2.3543200492858887,8.149100303649902 -2010,8,25,6,0,2.3202500343322754,8.35319995880127 -2010,8,25,9,0,2.256150007247925,8.421600341796875 -2010,8,25,12,0,2.2263100147247314,8.507200241088867 -2010,8,25,15,0,2.2642199993133545,8.577400207519531 -2010,8,25,18,0,2.290290117263794,8.812000274658203 -2010,8,25,21,0,2.437920093536377,8.529600143432617 -2010,8,26,0,0,2.5601398944854736,8.294400215148926 -2010,8,26,3,0,2.4212100505828857,8.286999702453613 -2010,8,26,6,0,2.334239959716797,8.265299797058105 -2010,8,26,9,0,2.130120038986206,8.870400428771973 -2010,8,26,12,0,2.0186400413513184,9.334500312805176 -2010,8,26,15,0,1.9664100408554077,9.637299537658691 -2010,8,26,18,0,1.9125100374221802,9.798100471496582 -2010,8,26,21,0,1.8202199935913086,10.005399703979492 -2010,8,27,0,0,1.7784500122070312,9.79800033569336 -2010,8,27,3,0,1.711650013923645,9.907600402832031 -2010,8,27,6,0,1.7181899547576904,9.575799942016602 -2010,8,27,9,0,1.694640040397644,9.490300178527832 -2010,8,27,12,0,1.7332199811935425,9.106800079345703 -2010,8,27,15,0,1.7457000017166138,9.000499725341797 -2010,8,27,18,0,1.7085000276565552,9.03380012512207 -2010,8,27,21,0,1.6698499917984009,9.111499786376953 -2010,8,28,0,0,1.7633999586105347,8.448399543762207 -2010,8,28,3,0,1.7733800411224365,8.315600395202637 -2010,8,28,6,0,1.8275400400161743,7.89900016784668 -2010,8,28,9,0,1.845289945602417,7.711999893188477 -2010,8,28,12,0,1.943060040473938,7.350500106811523 -2010,8,28,15,0,1.8873100280761719,7.409200191497803 -2010,8,28,18,0,1.9489400386810303,7.069200038909912 -2010,8,28,21,0,1.942039966583252,6.970300197601318 -2010,8,29,0,0,1.967560052871704,6.8256001472473145 -2010,8,29,3,0,1.7876499891281128,7.338500022888184 -2010,8,29,6,0,1.895990014076233,7.3942999839782715 -2010,8,29,9,0,1.9499499797821045,7.992400169372559 -2010,8,29,12,0,1.9464199542999268,8.235400199890137 -2010,8,29,15,0,1.8702199459075928,8.371500015258789 -2010,8,29,18,0,1.7997900247573853,8.45460033416748 -2010,8,29,21,0,1.7473000288009644,8.502799987792969 -2010,8,30,0,0,1.7044399976730347,8.528200149536133 -2010,8,30,3,0,1.6496399641036987,8.541000366210938 -2010,8,30,6,0,1.572059988975525,8.501399993896484 -2010,8,30,9,0,1.522029995918274,8.078100204467773 -2010,8,30,12,0,1.593809962272644,7.233500003814697 -2010,8,30,15,0,1.6134999990463257,7.394800186157227 -2010,8,30,18,0,1.607100009918213,7.721700191497803 -2010,8,30,21,0,1.7281800508499146,8.035300254821777 -2010,8,31,0,0,1.8302299976348877,8.363200187683105 -2010,8,31,3,0,1.8838900327682495,8.694299697875977 -2010,8,31,6,0,1.9003599882125854,8.901800155639648 -2010,8,31,9,0,1.8684699535369873,9.04640007019043 -2010,8,31,12,0,1.80964994430542,9.081000328063965 -2010,8,31,15,0,1.7428100109100342,9.05720043182373 -2010,8,31,18,0,1.6771399974822998,9.00629997253418 -2010,8,31,21,0,1.6085000038146973,8.887800216674805 -2010,9,1,0,0,1.6719499826431274,8.014300346374512 -2010,9,1,3,0,1.8293299674987793,8.100799560546875 -2010,9,1,6,0,1.9099500179290771,8.439499855041504 -2010,9,1,9,0,1.9315999746322632,8.703100204467773 -2010,9,1,12,0,1.9918700456619263,8.788200378417969 -2010,9,1,15,0,2.0502800941467285,8.9621000289917 -2010,9,1,18,0,2.1153500080108643,9.117899894714355 -2010,9,1,21,0,2.1342899799346924,9.282099723815918 -2010,9,2,0,0,2.1137499809265137,9.392600059509277 -2010,9,2,3,0,2.119810104370117,9.177300453186035 -2010,9,2,6,0,2.1879799365997314,8.622300148010254 -2010,9,2,9,0,2.1868200302124023,8.426300048828125 -2010,9,2,12,0,2.220020055770874,8.133399963378906 -2010,9,2,15,0,2.2121200561523438,7.991399765014648 -2010,9,2,18,0,2.1893301010131836,7.840000152587891 -2010,9,2,21,0,2.107680082321167,7.877799987792969 -2010,9,3,0,0,2.082469940185547,7.774400234222412 -2010,9,3,3,0,2.083699941635132,7.858500003814697 -2010,9,3,6,0,2.031290054321289,8.300100326538086 -2010,9,3,9,0,2.000930070877075,8.69629955291748 -2010,9,3,12,0,1.9976600408554077,8.826600074768066 -2010,9,3,15,0,1.9874900579452515,8.943499565124512 -2010,9,3,18,0,1.954360008239746,9.017900466918945 -2010,9,3,21,0,1.967460036277771,8.633899688720703 -2010,9,4,0,0,2.1272799968719482,7.9070000648498535 -2010,9,4,3,0,2.119960069656372,7.843999862670898 -2010,9,4,6,0,2.1043200492858887,7.690800189971924 -2010,9,4,9,0,1.895900011062622,8.129899978637695 -2010,9,4,12,0,1.7654800415039062,8.128499984741211 -2010,9,4,15,0,1.71642005443573,7.720699787139893 -2010,9,4,18,0,1.8054499626159668,7.072500228881836 -2010,9,4,21,0,1.7081600427627563,7.185999870300293 -2010,9,5,0,0,1.772510051727295,6.9608001708984375 -2010,9,5,3,0,1.7395999431610107,6.982699871063232 -2010,9,5,6,0,1.6230100393295288,7.099899768829346 -2010,9,5,9,0,1.53233003616333,7.145299911499023 -2010,9,5,12,0,1.5337300300598145,6.960599899291992 -2010,9,5,15,0,1.4526599645614624,7.178599834442139 -2010,9,5,18,0,1.4243600368499756,7.062300205230713 -2010,9,5,21,0,1.4391900300979614,6.8495001792907715 -2010,9,6,0,0,1.626330018043518,6.2916998863220215 -2010,9,6,3,0,1.602239966392517,6.461400032043457 -2010,9,6,6,0,1.6257100105285645,6.394700050354004 -2010,9,6,9,0,1.463070034980774,6.7519001960754395 -2010,9,6,12,0,1.3363900184631348,7.07480001449585 -2010,9,6,15,0,1.25163996219635,7.367599964141846 -2010,9,6,18,0,1.1993600130081177,7.5945000648498535 -2010,9,6,21,0,1.1760400533676147,7.83620023727417 -2010,9,7,0,0,1.2215499877929688,8.159799575805664 -2010,9,7,3,0,1.34607994556427,8.847900390625 -2010,9,7,6,0,1.5825200080871582,9.469099998474121 -2010,9,7,9,0,1.8428800106048584,9.866999626159668 -2010,9,7,12,0,2.037179946899414,9.952699661254883 -2010,9,7,15,0,2.1133599281311035,9.966300010681152 -2010,9,7,18,0,2.0953900814056396,9.959099769592285 -2010,9,7,21,0,2.03629994392395,9.913900375366211 -2010,9,8,0,0,1.961840033531189,9.835599899291992 -2010,9,8,3,0,1.877210021018982,9.713399887084961 -2010,9,8,6,0,1.8168100118637085,9.487099647521973 -2010,9,8,9,0,1.7939800024032593,9.16469955444336 -2010,9,8,12,0,1.7572799921035767,8.925600051879883 -2010,9,8,15,0,1.7134499549865723,8.815500259399414 -2010,9,8,18,0,1.7064199447631836,8.675600051879883 -2010,9,8,21,0,1.7184300422668457,8.611800193786621 -2010,9,9,0,0,1.713230013847351,8.607600212097168 -2010,9,9,3,0,1.6936399936676025,8.655900001525879 -2010,9,9,6,0,1.6800099611282349,8.612799644470215 -2010,9,9,9,0,1.677780032157898,8.55739974975586 -2010,9,9,12,0,1.6828900575637817,8.505599975585938 -2010,9,9,15,0,1.667680025100708,8.527999877929688 -2010,9,9,18,0,1.625980019569397,8.552000045776367 -2010,9,9,21,0,1.5716300010681152,8.548600196838379 -2010,9,10,0,0,1.5134199857711792,8.527600288391113 -2010,9,10,3,0,1.4560400247573853,8.512399673461914 -2010,9,10,6,0,1.4033000469207764,8.524499893188477 -2010,9,10,9,0,1.3561899662017822,8.5871000289917 -2010,9,10,12,0,1.3237099647521973,8.723099708557129 -2010,9,10,15,0,1.3180999755859375,8.924099922180176 -2010,9,10,18,0,1.3375200033187866,9.113900184631348 -2010,9,10,21,0,1.366029977798462,9.22089958190918 -2010,9,11,0,0,1.4104199409484863,9.041099548339844 -2010,9,11,3,0,1.5157699584960938,8.325799942016602 -2010,9,11,6,0,1.5823500156402588,7.939799785614014 -2010,9,11,9,0,1.556730031967163,8.00979995727539 -2010,9,11,12,0,1.526919960975647,8.0201997756958 -2010,9,11,15,0,1.4799200296401978,8.123900413513184 -2010,9,11,18,0,1.4209100008010864,8.320799827575684 -2010,9,11,21,0,1.374709963798523,8.446599960327148 -2010,9,12,0,0,1.4667500257492065,7.666100025177002 -2010,9,12,3,0,1.5477800369262695,7.214700222015381 -2010,9,12,6,0,1.4308199882507324,7.696199893951416 -2010,9,12,9,0,1.3151999711990356,8.2608003616333 -2010,9,12,12,0,1.2710399627685547,8.558099746704102 -2010,9,12,15,0,1.3462400436401367,8.689599990844727 -2010,9,12,18,0,1.461069941520691,8.739100456237793 -2010,9,12,21,0,1.4859800338745117,8.715700149536133 -2010,9,13,0,0,1.5301799774169922,8.16100025177002 -2010,9,13,3,0,1.5318299531936646,7.939300060272217 -2010,9,13,6,0,1.477869987487793,8.031100273132324 -2010,9,13,9,0,1.4141299724578857,8.180899620056152 -2010,9,13,12,0,1.379040002822876,8.163399696350098 -2010,9,13,15,0,1.351449966430664,8.167699813842773 -2010,9,13,18,0,1.309749960899353,8.395299911499023 -2010,9,13,21,0,1.2835999727249146,8.580900192260742 -2010,9,14,0,0,1.33010995388031,8.1673002243042 -2010,9,14,3,0,1.3149399757385254,8.188300132751465 -2010,9,14,6,0,1.2544100284576416,8.496800422668457 -2010,9,14,9,0,1.2001800537109375,8.80840015411377 -2010,9,14,12,0,1.1614700555801392,9.045299530029297 -2010,9,14,15,0,1.130210041999817,9.265600204467773 -2010,9,14,18,0,1.1042399406433105,9.537300109863281 -2010,9,14,21,0,1.0885800123214722,9.842599868774414 -2010,9,15,0,0,1.1000299453735352,9.972999572753906 -2010,9,15,3,0,1.1229300498962402,10.049200057983398 -2010,9,15,6,0,1.1427500247955322,9.984100341796875 -2010,9,15,9,0,1.1427799463272095,9.924599647521973 -2010,9,15,12,0,1.192139983177185,9.428000450134277 -2010,9,15,15,0,1.4345500469207764,8.191100120544434 -2010,9,15,18,0,1.8760900497436523,7.978300094604492 -2010,9,15,21,0,2.4104299545288086,7.89769983291626 -2010,9,16,0,0,2.8815200328826904,7.843999862670898 -2010,9,16,3,0,2.774739980697632,7.927499771118164 -2010,9,16,6,0,2.5311100482940674,7.913400173187256 -2010,9,16,9,0,2.3509600162506104,8.043399810791016 -2010,9,16,12,0,2.4271399974823,8.005200386047363 -2010,9,16,15,0,2.3994300365448,8.298999786376953 -2010,9,16,18,0,2.422110080718994,8.316399574279785 -2010,9,16,21,0,2.2197799682617188,8.711299896240234 -2010,9,17,0,0,1.9613100290298462,9.517499923706055 -2010,9,17,3,0,1.8398200273513794,9.999099731445312 -2010,9,17,6,0,1.792580008506775,10.379500389099121 -2010,9,17,9,0,1.7719199657440186,10.780900001525879 -2010,9,17,12,0,1.7510099411010742,11.166799545288086 -2010,9,17,15,0,1.7172800302505493,11.474499702453613 -2010,9,17,18,0,1.680999994277954,11.631500244140625 -2010,9,17,21,0,1.691830039024353,11.329299926757812 -2010,9,18,0,0,1.976430058479309,9.491800308227539 -2010,9,18,3,0,2.18927001953125,8.925800323486328 -2010,9,18,6,0,2.2182199954986572,9.039799690246582 -2010,9,18,9,0,2.128779888153076,9.449000358581543 -2010,9,18,12,0,2.001270055770874,10.09570026397705 -2010,9,18,15,0,1.8854600191116333,10.753399848937988 -2010,9,18,18,0,1.8118000030517578,11.186300277709961 -2010,9,18,21,0,1.808709979057312,10.970399856567383 -2010,9,19,0,0,2.8165199756622314,7.910099983215332 -2010,9,19,3,0,3.085890054702759,8.22089958190918 -2010,9,19,6,0,3.0230600833892822,8.34689998626709 -2010,9,19,9,0,2.684390068054199,8.63659954071045 -2010,9,19,12,0,2.435270071029663,8.948800086975098 -2010,9,19,15,0,2.2062199115753174,9.690999984741211 -2010,9,19,18,0,2.215179920196533,9.61240005493164 -2010,9,19,21,0,2.4035699367523193,8.945500373840332 -2010,9,20,0,0,2.6723599433898926,8.391300201416016 -2010,9,20,3,0,2.6680800914764404,8.473299980163574 -2010,9,20,6,0,2.4792098999023438,9.028599739074707 -2010,9,20,9,0,2.2709600925445557,9.575799942016602 -2010,9,20,12,0,2.1567399501800537,9.812999725341797 -2010,9,20,15,0,2.0708999633789062,9.998299598693848 -2010,9,20,18,0,2.006959915161133,10.103699684143066 -2010,9,20,21,0,1.9419699907302856,10.14739990234375 -2010,9,21,0,0,1.8596500158309937,10.185199737548828 -2010,9,21,3,0,1.7676600217819214,10.201899528503418 -2010,9,21,6,0,1.6876599788665771,10.184900283813477 -2010,9,21,9,0,1.6260000467300415,10.1628999710083 -2010,9,21,12,0,1.578909993171692,10.1274995803833 -2010,9,21,15,0,1.5380100011825562,10.082500457763672 -2010,9,21,18,0,1.4971200227737427,10.03219985961914 -2010,9,21,21,0,1.4571199417114258,9.983599662780762 -2010,9,22,0,0,1.4210100173950195,9.921899795532227 -2010,9,22,3,0,1.3904099464416504,9.829400062561035 -2010,9,22,6,0,1.373129963874817,9.607799530029297 -2010,9,22,9,0,1.3576200008392334,9.388799667358398 -2010,9,22,12,0,1.3277599811553955,9.29010009765625 -2010,9,22,15,0,1.2788300514221191,9.350199699401855 -2010,9,22,18,0,1.2278399467468262,9.458800315856934 -2010,9,22,21,0,1.183419942855835,9.581399917602539 -2010,9,23,0,0,1.1518199443817139,9.706299781799316 -2010,9,23,3,0,1.1327699422836304,9.841500282287598 -2010,9,23,6,0,1.1268600225448608,9.925399780273438 -2010,9,23,9,0,1.2097200155258179,8.999300003051758 -2010,9,23,12,0,1.5147299766540527,7.166900157928467 -2010,9,23,15,0,1.8769400119781494,6.710400104522705 -2010,9,23,18,0,2.1299500465393066,7.0192999839782715 -2010,9,23,21,0,1.907789945602417,7.667799949645996 -2010,9,24,0,0,1.7240500450134277,8.865400314331055 -2010,9,24,3,0,1.8604600429534912,10.70580005645752 -2010,9,24,6,0,2.41021990776062,12.1628999710083 -2010,9,24,9,0,3.04298996925354,12.389800071716309 -2010,9,24,12,0,3.3292899131774902,12.279600143432617 -2010,9,24,15,0,3.300800085067749,12.112099647521973 -2010,9,24,18,0,3.1131300926208496,11.861499786376953 -2010,9,24,21,0,2.818540096282959,11.507800102233887 -2010,9,25,0,0,2.5237600803375244,11.02750015258789 -2010,9,25,3,0,2.3766400814056396,10.49899959564209 -2010,9,25,6,0,2.260349988937378,10.329700469970703 -2010,9,25,9,0,2.2352099418640137,10.42140007019043 -2010,9,25,12,0,2.402470111846924,10.838199615478516 -2010,9,25,15,0,2.6603000164031982,11.209500312805176 -2010,9,25,18,0,2.860330104827881,11.344599723815918 -2010,9,25,21,0,3.016469955444336,11.389900207519531 -2010,9,26,0,0,3.1742300987243652,11.461899757385254 -2010,9,26,3,0,3.278439998626709,11.627699851989746 -2010,9,26,6,0,3.4365999698638916,11.89490032196045 -2010,9,26,9,0,3.7460999488830566,12.400099754333496 -2010,9,26,12,0,4.013780117034912,12.668999671936035 -2010,9,26,15,0,4.1054301261901855,12.67490005493164 -2010,9,26,18,0,4.089660167694092,12.455900192260742 -2010,9,26,21,0,3.9596500396728516,12.36620044708252 -2010,9,27,0,0,3.8416199684143066,12.139300346374512 -2010,9,27,3,0,3.6333699226379395,12.224200248718262 -2010,9,27,6,0,3.44704008102417,12.20199966430664 -2010,9,27,9,0,3.264130115509033,12.116000175476074 -2010,9,27,12,0,3.057729959487915,11.899100303649902 -2010,9,27,15,0,2.844789981842041,11.55519962310791 -2010,9,27,18,0,2.6540300846099854,11.174500465393066 -2010,9,27,21,0,2.483649969100952,10.916099548339844 -2010,9,28,0,0,2.396320104598999,10.8326997756958 -2010,9,28,3,0,2.4436299800872803,11.035900115966797 -2010,9,28,6,0,2.6981699466705322,11.870499610900879 -2010,9,28,9,0,3.2030301094055176,13.217399597167969 -2010,9,28,12,0,3.7187600135803223,13.93910026550293 -2010,9,28,15,0,3.9076900482177734,13.956600189208984 -2010,9,28,18,0,3.782059907913208,13.65310001373291 -2010,9,28,21,0,3.51813006401062,13.233099937438965 -2010,9,29,0,0,3.2748498916625977,12.588000297546387 -2010,9,29,3,0,3.3437700271606445,10.87660026550293 -2010,9,29,6,0,3.2943599224090576,10.24779987335205 -2010,9,29,9,0,3.1909899711608887,9.997400283813477 -2010,9,29,12,0,3.0768399238586426,9.935700416564941 -2010,9,29,15,0,2.9245500564575195,10.042900085449219 -2010,9,29,18,0,2.8050100803375244,10.178600311279297 -2010,9,29,21,0,2.902590036392212,9.9375 -2010,9,30,0,0,3.191390037536621,9.138699531555176 -2010,9,30,3,0,3.2114601135253906,9.276300430297852 -2010,9,30,6,0,3.366919994354248,10.33810043334961 -2010,9,30,9,0,3.227790117263794,10.910099983215332 -2010,9,30,12,0,2.830209970474243,10.844499588012695 -2010,9,30,15,0,2.772480010986328,11.92080020904541 -2010,9,30,18,0,2.8717501163482666,13.371000289916992 -2010,9,30,21,0,2.8091700077056885,13.660900115966797 -2010,10,1,0,0,2.6933300495147705,13.511899948120117 -2010,10,1,3,0,2.721280097961426,13.776599884033203 -2010,10,1,6,0,2.8375799655914307,13.98490047454834 -2010,10,1,9,0,3.2246599197387695,12.59850025177002 -2010,10,1,12,0,3.201889991760254,12.947500228881836 -2010,10,1,15,0,3.0032498836517334,13.448599815368652 -2010,10,1,18,0,2.858530044555664,13.576800346374512 -2010,10,1,21,0,2.762739896774292,13.60770034790039 -2010,10,2,0,0,2.658479928970337,13.588199615478516 -2010,10,2,3,0,2.50393009185791,13.47599983215332 -2010,10,2,6,0,2.317970037460327,13.262999534606934 -2010,10,2,9,0,2.1758999824523926,13.081999778747559 -2010,10,2,12,0,2.125610113143921,12.895600318908691 -2010,10,2,15,0,2.139359951019287,12.497200012207031 -2010,10,2,18,0,2.1594600677490234,12.010700225830078 -2010,10,2,21,0,2.157599925994873,11.735799789428711 -2010,10,3,0,0,2.2957100868225098,11.23550033569336 -2010,10,3,3,0,2.5844900608062744,11.397600173950195 -2010,10,3,6,0,2.975790023803711,12.337499618530273 -2010,10,3,9,0,3.328350067138672,13.118499755859375 -2010,10,3,12,0,3.4808199405670166,13.302499771118164 -2010,10,3,15,0,3.4419898986816406,13.236100196838379 -2010,10,3,18,0,3.3014800548553467,13.053199768066406 -2010,10,3,21,0,3.109410047531128,12.814299583435059 -2010,10,4,0,0,2.8952300548553467,12.559100151062012 -2010,10,4,3,0,2.6842000484466553,12.311599731445312 -2010,10,4,6,0,2.5122199058532715,12.107999801635742 -2010,10,4,9,0,2.4246599674224854,11.990900039672852 -2010,10,4,12,0,2.4196600914001465,11.928600311279297 -2010,10,4,15,0,2.4339098930358887,11.878299713134766 -2010,10,4,18,0,2.456199884414673,11.825300216674805 -2010,10,4,21,0,2.4955999851226807,11.643899917602539 -2010,10,5,0,0,2.861150026321411,10.33180046081543 -2010,10,5,3,0,3.084320068359375,9.496299743652344 -2010,10,5,6,0,3.0627501010894775,9.228300094604492 -2010,10,5,9,0,2.836169958114624,9.449899673461914 -2010,10,5,12,0,2.7156600952148438,9.259499549865723 -2010,10,5,15,0,2.64955997467041,8.991600036621094 -2010,10,5,18,0,2.6244099140167236,8.638799667358398 -2010,10,5,21,0,2.5870399475097656,8.33530044555664 -2010,10,6,0,0,2.8331899642944336,7.648799896240234 -2010,10,6,3,0,2.8814098834991455,7.54610013961792 -2010,10,6,6,0,2.7031400203704834,7.650899887084961 -2010,10,6,9,0,2.456629991531372,8.251099586486816 -2010,10,6,12,0,2.3501999378204346,9.120699882507324 -2010,10,6,15,0,2.343859910964966,9.898599624633789 -2010,10,6,18,0,2.3303699493408203,10.32800006866455 -2010,10,6,21,0,2.2659499645233154,10.471099853515625 -2010,10,7,0,0,2.1796300411224365,10.572099685668945 -2010,10,7,3,0,2.143249988555908,10.843500137329102 -2010,10,7,6,0,2.3784000873565674,10.067899703979492 -2010,10,7,9,0,2.761590003967285,9.247599601745605 -2010,10,7,12,0,3.0184500217437744,8.795700073242188 -2010,10,7,15,0,2.967210054397583,8.668800354003906 -2010,10,7,18,0,3.0319700241088867,8.308500289916992 -2010,10,7,21,0,2.8357999324798584,8.328200340270996 -2010,10,8,0,0,2.7787299156188965,8.069100379943848 -2010,10,8,3,0,2.506040096282959,8.209699630737305 -2010,10,8,6,0,2.436769962310791,7.86359977722168 -2010,10,8,9,0,2.5826199054718018,7.445899963378906 -2010,10,8,12,0,2.5561299324035645,7.415900230407715 -2010,10,8,15,0,2.3630900382995605,7.461299896240234 -2010,10,8,18,0,2.4997398853302,7.230500221252441 -2010,10,8,21,0,2.639470100402832,7.294899940490723 -2010,10,9,0,0,2.9483299255371094,7.432799816131592 -2010,10,9,3,0,3.13782000541687,7.572400093078613 -2010,10,9,6,0,3.5702500343322754,7.748700141906738 -2010,10,9,9,0,3.5533599853515625,8.243000030517578 -2010,10,9,12,0,3.593130111694336,8.3818998336792 -2010,10,9,15,0,3.6131200790405273,8.355600357055664 -2010,10,9,18,0,4.1475300788879395,8.775300025939941 -2010,10,9,21,0,4.511740207672119,9.507499694824219 -2010,10,10,0,0,4.645699977874756,9.37559986114502 -2010,10,10,3,0,4.232269763946533,9.479900360107422 -2010,10,10,6,0,4.023690223693848,9.480799674987793 -2010,10,10,9,0,3.7326700687408447,9.61769962310791 -2010,10,10,12,0,3.3892500400543213,10.15719985961914 -2010,10,10,15,0,3.218090057373047,10.597000122070312 -2010,10,10,18,0,3.2542800903320312,10.986800193786621 -2010,10,10,21,0,3.280060052871704,11.130200386047363 -2010,10,11,0,0,3.2525899410247803,11.107000350952148 -2010,10,11,3,0,3.238840103149414,11.101300239562988 -2010,10,11,6,0,3.1916399002075195,11.069100379943848 -2010,10,11,9,0,3.0786399841308594,10.989299774169922 -2010,10,11,12,0,2.9447600841522217,10.887499809265137 -2010,10,11,15,0,2.824779987335205,10.803099632263184 -2010,10,11,18,0,2.7311298847198486,10.746299743652344 -2010,10,11,21,0,2.657289981842041,10.726400375366211 -2010,10,12,0,0,2.5823800563812256,10.6983003616333 -2010,10,12,3,0,2.5930800437927246,10.131600379943848 -2010,10,12,6,0,2.6417200565338135,9.694100379943848 -2010,10,12,9,0,2.7352499961853027,9.561599731445312 -2010,10,12,12,0,2.8049099445343018,9.684000015258789 -2010,10,12,15,0,2.7127599716186523,10.224699974060059 -2010,10,12,18,0,2.6198599338531494,10.543800354003906 -2010,10,12,21,0,2.5533699989318848,10.608200073242188 -2010,10,13,0,0,2.531719923019409,10.335000038146973 -2010,10,13,3,0,2.571690082550049,9.724100112915039 -2010,10,13,6,0,2.437419891357422,9.924599647521973 -2010,10,13,9,0,2.3803799152374268,10.178299903869629 -2010,10,13,12,0,2.4904000759124756,10.932700157165527 -2010,10,13,15,0,2.6902599334716797,11.580300331115723 -2010,10,13,18,0,2.7554800510406494,11.775699615478516 -2010,10,13,21,0,2.6725199222564697,11.700799942016602 -2010,10,14,0,0,2.542479991912842,11.559499740600586 -2010,10,14,3,0,2.4091200828552246,11.453300476074219 -2010,10,14,6,0,2.2787599563598633,11.395400047302246 -2010,10,14,9,0,2.175879955291748,11.387200355529785 -2010,10,14,12,0,2.19992995262146,11.447699546813965 -2010,10,14,15,0,2.355340003967285,11.368800163269043 -2010,10,14,18,0,2.4267499446868896,11.093600273132324 -2010,10,14,21,0,2.395620107650757,10.871700286865234 -2010,10,15,0,0,2.42399001121521,10.449399948120117 -2010,10,15,3,0,2.638360023498535,9.615699768066406 -2010,10,15,6,0,2.69323992729187,9.377099990844727 -2010,10,15,9,0,2.486829996109009,9.849599838256836 -2010,10,15,12,0,2.3481900691986084,9.964300155639648 -2010,10,15,15,0,2.2723300457000732,9.807100296020508 -2010,10,15,18,0,2.309730052947998,9.231100082397461 -2010,10,15,21,0,2.392359972000122,8.736300468444824 -2010,10,16,0,0,2.6360299587249756,8.13010025024414 -2010,10,16,3,0,2.8441600799560547,7.930300235748291 -2010,10,16,6,0,2.8236000537872314,8.097599983215332 -2010,10,16,9,0,2.6543500423431396,8.563599586486816 -2010,10,16,12,0,2.4939699172973633,8.966400146484375 -2010,10,16,15,0,2.405669927597046,8.97089958190918 -2010,10,16,18,0,2.3354101181030273,8.866900444030762 -2010,10,16,21,0,2.2280499935150146,8.850000381469727 -2010,10,17,0,0,2.2754199504852295,8.407899856567383 -2010,10,17,3,0,2.3369901180267334,8.181599617004395 -2010,10,17,6,0,2.268090009689331,8.270400047302246 -2010,10,17,9,0,2.2465500831604004,8.222599983215332 -2010,10,17,12,0,2.1620399951934814,8.344499588012695 -2010,10,17,15,0,2.0684800148010254,8.539999961853027 -2010,10,17,18,0,1.9761300086975098,9.081399917602539 -2010,10,17,21,0,2.0295400619506836,9.1766996383667 -2010,10,18,0,0,2.3445699214935303,8.401599884033203 -2010,10,18,3,0,2.4121599197387695,8.473699569702148 -2010,10,18,6,0,2.324510097503662,8.670499801635742 -2010,10,18,9,0,2.20415997505188,8.825499534606934 -2010,10,18,12,0,2.0239601135253906,9.174200057983398 -2010,10,18,15,0,1.8589600324630737,9.444199562072754 -2010,10,18,18,0,1.7535899877548218,9.562700271606445 -2010,10,18,21,0,1.8128600120544434,9.10099983215332 -2010,10,19,0,0,2.029170036315918,8.763899803161621 -2010,10,19,3,0,2.3421199321746826,9.01140022277832 -2010,10,19,6,0,2.614180088043213,9.766799926757812 -2010,10,19,9,0,2.808350086212158,10.319000244140625 -2010,10,19,12,0,2.8586699962615967,10.579000473022461 -2010,10,19,15,0,2.8454298973083496,10.447099685668945 -2010,10,19,18,0,2.7285499572753906,10.467300415039062 -2010,10,19,21,0,2.5789899826049805,10.572999954223633 -2010,10,20,0,0,2.5236899852752686,10.383500099182129 -2010,10,20,3,0,2.53941011428833,10.162500381469727 -2010,10,20,6,0,2.492140054702759,10.560700416564941 -2010,10,20,9,0,2.514120101928711,10.92389965057373 -2010,10,20,12,0,2.6028099060058594,11.480999946594238 -2010,10,20,15,0,2.7554500102996826,12.062100410461426 -2010,10,20,18,0,2.897589921951294,12.520099639892578 -2010,10,20,21,0,2.970750093460083,12.799400329589844 -2010,10,21,0,0,2.9651899337768555,12.9483003616333 -2010,10,21,3,0,2.9047698974609375,13.018600463867188 -2010,10,21,6,0,2.845629930496216,12.831199645996094 -2010,10,21,9,0,2.938270092010498,11.743000030517578 -2010,10,21,12,0,3.029949903488159,10.911100387573242 -2010,10,21,15,0,3.013469934463501,10.437299728393555 -2010,10,21,18,0,3.2456700801849365,9.29419994354248 -2010,10,21,21,0,3.3257100582122803,8.805800437927246 -2010,10,22,0,0,3.5869500637054443,8.464300155639648 -2010,10,22,3,0,3.130690097808838,9.005800247192383 -2010,10,22,6,0,2.8911800384521484,9.429699897766113 -2010,10,22,9,0,2.9199399948120117,9.790300369262695 -2010,10,22,12,0,3.0728700160980225,10.317399978637695 -2010,10,22,15,0,3.35191011428833,10.944199562072754 -2010,10,22,18,0,3.398979902267456,10.92020034790039 -2010,10,22,21,0,3.1740200519561768,10.66759967803955 -2010,10,23,0,0,2.9840199947357178,9.834799766540527 -2010,10,23,3,0,2.9140400886535645,8.679800033569336 -2010,10,23,6,0,3.3927199840545654,7.769000053405762 -2010,10,23,9,0,3.774209976196289,8.082900047302246 -2010,10,23,12,0,4.443940162658691,8.440699577331543 -2010,10,23,15,0,4.117730140686035,9.071599960327148 -2010,10,23,18,0,5.021590232849121,10.395400047302246 -2010,10,23,21,0,5.1932501792907715,10.706100463867188 -2010,10,24,0,0,4.975299835205078,9.992300033569336 -2010,10,24,3,0,5.09876012802124,8.925800323486328 -2010,10,24,6,0,5.4755401611328125,9.217599868774414 -2010,10,24,9,0,4.95743989944458,9.671899795532227 -2010,10,24,12,0,4.504069805145264,9.845100402832031 -2010,10,24,15,0,4.789269924163818,10.246100425720215 -2010,10,24,18,0,6.011760234832764,11.775899887084961 -2010,10,24,21,0,6.82105016708374,12.897000312805176 -2010,10,25,0,0,7.171289920806885,13.091099739074707 -2010,10,25,3,0,7.2353901863098145,13.398599624633789 -2010,10,25,6,0,7.371009826660156,13.453399658203125 -2010,10,25,9,0,7.347060203552246,13.680700302124023 -2010,10,25,12,0,7.1527299880981445,13.889800071716309 -2010,10,25,15,0,6.93011999130249,14.13029956817627 -2010,10,25,18,0,6.636340141296387,13.960800170898438 -2010,10,25,21,0,6.318880081176758,13.415300369262695 -2010,10,26,0,0,5.987299919128418,12.986499786376953 -2010,10,26,3,0,5.55157995223999,12.860099792480469 -2010,10,26,6,0,5.239109992980957,12.60099983215332 -2010,10,26,9,0,4.921299934387207,12.452300071716309 -2010,10,26,12,0,4.663020133972168,12.160200119018555 -2010,10,26,15,0,4.429490089416504,11.882800102233887 -2010,10,26,18,0,4.283180236816406,11.586899757385254 -2010,10,26,21,0,4.169179916381836,11.521599769592285 -2010,10,27,0,0,4.004549980163574,11.447099685668945 -2010,10,27,3,0,3.719939947128296,11.186400413513184 -2010,10,27,6,0,3.3903799057006836,10.848299980163574 -2010,10,27,9,0,3.0993900299072266,10.568499565124512 -2010,10,27,12,0,2.8705201148986816,10.394200325012207 -2010,10,27,15,0,2.694380044937134,10.216099739074707 -2010,10,27,18,0,2.6047699451446533,9.729900360107422 -2010,10,27,21,0,2.4865100383758545,9.159600257873535 -2010,10,28,0,0,2.366349935531616,8.215499877929688 -2010,10,28,3,0,2.7805800437927246,8.081000328063965 -2010,10,28,6,0,3.680219888687134,9.463600158691406 -2010,10,28,9,0,4.447800159454346,9.58590030670166 -2010,10,28,12,0,4.120719909667969,9.42240047454834 -2010,10,28,15,0,3.4592700004577637,9.09630012512207 -2010,10,28,18,0,3.2474899291992188,8.811599731445312 -2010,10,28,21,0,3.095449924468994,9.628199577331543 -2010,10,29,0,0,3.2582900524139404,10.566900253295898 -2010,10,29,3,0,3.5485799312591553,11.630800247192383 -2010,10,29,6,0,3.6231300830841064,11.791099548339844 -2010,10,29,9,0,3.361180067062378,11.38010025024414 -2010,10,29,12,0,3.016550064086914,10.826000213623047 -2010,10,29,15,0,2.6923999786376953,10.383500099182129 -2010,10,29,18,0,2.424299955368042,10.098799705505371 -2010,10,29,21,0,2.214430093765259,9.924099922180176 -2010,10,30,0,0,2.050260066986084,9.804400444030762 -2010,10,30,3,0,1.9213600158691406,9.708200454711914 -2010,10,30,6,0,1.813830018043518,9.644499778747559 -2010,10,30,9,0,1.7255100011825562,9.636500358581543 -2010,10,30,12,0,1.6604499816894531,9.652400016784668 -2010,10,30,15,0,1.6414300203323364,9.538599967956543 -2010,10,30,18,0,1.8141800165176392,8.587200164794922 -2010,10,30,21,0,2.476449966430664,7.397200107574463 -2010,10,31,0,0,3.103879928588867,7.624599933624268 -2010,10,31,3,0,3.8605399131774902,7.731299877166748 -2010,10,31,6,0,3.627929925918579,8.925999641418457 -2010,10,31,9,0,3.090749979019165,9.570599555969238 -2010,10,31,12,0,2.8578898906707764,9.893899917602539 -2010,10,31,15,0,2.7679998874664307,10.057999610900879 -2010,10,31,18,0,2.6858599185943604,10.197600364685059 -2010,10,31,21,0,2.6078898906707764,10.284600257873535 -2010,11,1,0,0,2.7853400707244873,9.216899871826172 -2010,11,1,3,0,3.1399900913238525,8.164199829101562 -2010,11,1,6,0,3.609070062637329,7.773200035095215 -2010,11,1,9,0,3.727790117263794,7.960000038146973 -2010,11,1,12,0,4.083509922027588,8.015199661254883 -2010,11,1,15,0,4.448959827423096,8.40410041809082 -2010,11,1,18,0,5.169219970703125,9.03439998626709 -2010,11,1,21,0,5.407219886779785,9.925600051879883 -2010,11,2,0,0,5.870729923248291,11.625300407409668 -2010,11,2,3,0,6.429009914398193,15.360899925231934 -2010,11,2,6,0,7.242559909820557,16.8572998046875 -2010,11,2,9,0,7.292290210723877,17.000999450683594 -2010,11,2,12,0,6.991300106048584,16.812400817871094 -2010,11,2,15,0,6.606810092926025,16.50670051574707 -2010,11,2,18,0,6.223800182342529,16.151500701904297 -2010,11,2,21,0,5.84922981262207,15.776000022888184 -2010,11,3,0,0,5.473879814147949,15.396699905395508 -2010,11,3,3,0,5.09542989730835,15.026700019836426 -2010,11,3,6,0,4.729440212249756,14.67300033569336 -2010,11,3,9,0,4.379580020904541,14.332599639892578 -2010,11,3,12,0,4.041959762573242,14.0108003616333 -2010,11,3,15,0,3.724090099334717,13.719099998474121 -2010,11,3,18,0,3.4375,13.451000213623047 -2010,11,3,21,0,3.1739699840545654,13.187199592590332 -2010,11,4,0,0,2.928800106048584,12.933500289916992 -2010,11,4,3,0,2.7023398876190186,12.672599792480469 -2010,11,4,6,0,2.5101399421691895,12.340299606323242 -2010,11,4,9,0,2.411940097808838,11.746399879455566 -2010,11,4,12,0,2.500610113143921,11.212300300598145 -2010,11,4,15,0,2.726680040359497,11.20259952545166 -2010,11,4,18,0,2.976720094680786,11.410599708557129 -2010,11,4,21,0,3.0864200592041016,11.572500228881836 -2010,11,5,0,0,3.065000057220459,11.581399917602539 -2010,11,5,3,0,2.9988200664520264,11.558099746704102 -2010,11,5,6,0,2.960400104522705,11.529800415039062 -2010,11,5,9,0,2.949470043182373,11.522700309753418 -2010,11,5,12,0,2.986910104751587,11.681400299072266 -2010,11,5,15,0,3.0978899002075195,11.978500366210938 -2010,11,5,18,0,3.2173399925231934,12.078399658203125 -2010,11,5,21,0,3.228529930114746,12.012200355529785 -2010,11,6,0,0,3.1257901191711426,11.88659954071045 -2010,11,6,3,0,2.9837100505828857,11.718999862670898 -2010,11,6,6,0,2.852869987487793,11.57759952545166 -2010,11,6,9,0,2.727750062942505,11.447199821472168 -2010,11,6,12,0,2.590049982070923,11.288900375366211 -2010,11,6,15,0,2.4661900997161865,10.809900283813477 -2010,11,6,18,0,2.514970064163208,9.394599914550781 -2010,11,6,21,0,2.757499933242798,7.918600082397461 -2010,11,7,0,0,3.2558200359344482,7.5640997886657715 -2010,11,7,3,0,3.6693499088287354,8.412699699401855 -2010,11,7,6,0,3.248689889907837,9.19909954071045 -2010,11,7,9,0,2.9053800106048584,9.539899826049805 -2010,11,7,12,0,2.6947100162506104,9.585000038146973 -2010,11,7,15,0,2.549259901046753,9.631199836730957 -2010,11,7,18,0,2.5231900215148926,9.791000366210938 -2010,11,7,21,0,2.630850076675415,10.113699913024902 -2010,11,8,0,0,2.7775700092315674,10.48900032043457 -2010,11,8,3,0,2.8732199668884277,10.819999694824219 -2010,11,8,6,0,2.9371299743652344,11.102700233459473 -2010,11,8,9,0,3.0073800086975098,11.398599624633789 -2010,11,8,12,0,3.101979970932007,11.692000389099121 -2010,11,8,15,0,3.2014899253845215,11.909099578857422 -2010,11,8,18,0,3.26213002204895,11.986700057983398 -2010,11,8,21,0,3.2649500370025635,11.917499542236328 -2010,11,9,0,0,3.2452399730682373,11.752099990844727 -2010,11,9,3,0,3.1703200340270996,11.706999778747559 -2010,11,9,6,0,3.07627010345459,11.585700035095215 -2010,11,9,9,0,3.036789894104004,11.135499954223633 -2010,11,9,12,0,3.632240056991577,8.819700241088867 -2010,11,9,15,0,4.131289958953857,7.956999778747559 -2010,11,9,18,0,4.185200214385986,8.84280014038086 -2010,11,9,21,0,3.6646199226379395,9.145899772644043 -2010,11,10,0,0,3.643280029296875,9.131199836730957 -2010,11,10,3,0,3.740989923477173,9.92490005493164 -2010,11,10,6,0,4.073130130767822,10.70580005645752 -2010,11,10,9,0,4.373330116271973,11.605400085449219 -2010,11,10,12,0,4.747159957885742,12.535900115966797 -2010,11,10,15,0,5.035429954528809,13.41759967803955 -2010,11,10,18,0,5.027379989624023,13.813300132751465 -2010,11,10,21,0,4.712160110473633,13.744799613952637 -2010,11,11,0,0,4.289519786834717,13.434499740600586 -2010,11,11,3,0,3.955670118331909,13.172699928283691 -2010,11,11,6,0,3.6537599563598633,12.89799976348877 -2010,11,11,9,0,3.3557300567626953,12.520500183105469 -2010,11,11,12,0,3.1178200244903564,12.195500373840332 -2010,11,11,15,0,2.887320041656494,11.92140007019043 -2010,11,11,18,0,2.618079900741577,11.383199691772461 -2010,11,11,21,0,2.462549924850464,9.895000457763672 -2010,11,12,0,0,2.565690040588379,8.760600090026855 -2010,11,12,3,0,2.3725099563598633,9.40310001373291 -2010,11,12,6,0,2.3057401180267334,9.746899604797363 -2010,11,12,9,0,2.4302899837493896,10.181400299072266 -2010,11,12,12,0,2.6423399448394775,11.03950023651123 -2010,11,12,15,0,3.0267601013183594,12.473899841308594 -2010,11,12,18,0,3.537139892578125,13.606499671936035 -2010,11,12,21,0,3.921639919281006,14.028300285339355 -2010,11,13,0,0,4.079929828643799,14.069299697875977 -2010,11,13,3,0,4.009220123291016,13.884400367736816 -2010,11,13,6,0,3.769399881362915,13.524900436401367 -2010,11,13,9,0,3.455739974975586,13.080499649047852 -2010,11,13,12,0,3.1396000385284424,12.651700019836426 -2010,11,13,15,0,2.8727500438690186,12.331199645996094 -2010,11,13,18,0,2.749880075454712,12.126199722290039 -2010,11,13,21,0,2.9249000549316406,11.800399780273438 -2010,11,14,0,0,3.115370035171509,11.630000114440918 -2010,11,14,3,0,3.1743600368499756,11.602800369262695 -2010,11,14,6,0,3.1412100791931152,11.536100387573242 -2010,11,14,9,0,3.0310099124908447,11.377799987792969 -2010,11,14,12,0,2.9311699867248535,10.957900047302246 -2010,11,14,15,0,2.8345301151275635,10.63599967956543 -2010,11,14,18,0,2.758729934692383,10.41819953918457 -2010,11,14,21,0,2.708329916000366,10.29990005493164 -2010,11,15,0,0,2.6774098873138428,10.319000244140625 -2010,11,15,3,0,2.6799800395965576,10.458399772644043 -2010,11,15,6,0,2.705519914627075,10.60319995880127 -2010,11,15,9,0,2.7051401138305664,10.740500450134277 -2010,11,15,12,0,2.666840076446533,10.812000274658203 -2010,11,15,15,0,2.607369899749756,10.844799995422363 -2010,11,15,18,0,2.546989917755127,10.896499633789062 -2010,11,15,21,0,2.4878499507904053,10.946200370788574 -2010,11,16,0,0,2.507659912109375,10.562899589538574 -2010,11,16,3,0,2.7003700733184814,10.01360034942627 -2010,11,16,6,0,2.8349900245666504,9.92199993133545 -2010,11,16,9,0,3.0441300868988037,9.638699531555176 -2010,11,16,12,0,3.2132198810577393,9.978400230407715 -2010,11,16,15,0,3.3069300651550293,10.53339958190918 -2010,11,16,18,0,3.425649881362915,10.94480037689209 -2010,11,16,21,0,3.649319887161255,11.26449966430664 -2010,11,17,0,0,3.785900115966797,11.529399871826172 -2010,11,17,3,0,3.727489948272705,11.639100074768066 -2010,11,17,6,0,3.5827200412750244,11.637900352478027 -2010,11,17,9,0,3.393510103225708,11.52560043334961 -2010,11,17,12,0,3.1655099391937256,11.331299781799316 -2010,11,17,15,0,2.9070000648498535,10.947400093078613 -2010,11,17,18,0,2.989370107650757,9.115500450134277 -2010,11,17,21,0,3.3696300983428955,8.112799644470215 -2010,11,18,0,0,3.7320499420166016,8.035599708557129 -2010,11,18,3,0,3.6495800018310547,8.801300048828125 -2010,11,18,6,0,3.5206899642944336,9.55090045928955 -2010,11,18,9,0,3.8060901165008545,9.352399826049805 -2010,11,18,12,0,4.207699775695801,9.845399856567383 -2010,11,18,15,0,3.955509901046753,10.409600257873535 -2010,11,18,18,0,3.7514100074768066,10.576800346374512 -2010,11,18,21,0,3.6269900798797607,10.525899887084961 -2010,11,19,0,0,3.4581100940704346,10.40839958190918 -2010,11,19,3,0,3.357409954071045,10.493300437927246 -2010,11,19,6,0,3.5172500610351562,10.878000259399414 -2010,11,19,9,0,3.747339963912964,11.165300369262695 -2010,11,19,12,0,3.9802401065826416,10.63290023803711 -2010,11,19,15,0,4.099370002746582,10.166000366210938 -2010,11,19,18,0,4.132440090179443,10.076399803161621 -2010,11,19,21,0,3.9624900817871094,10.228899955749512 -2010,11,20,0,0,3.4836199283599854,10.086400032043457 -2010,11,20,3,0,2.9998600482940674,9.928899765014648 -2010,11,20,6,0,2.6623899936676025,9.707200050354004 -2010,11,20,9,0,2.433799982070923,9.520600318908691 -2010,11,20,12,0,2.2801599502563477,9.336199760437012 -2010,11,20,15,0,2.202939987182617,9.313699722290039 -2010,11,20,18,0,2.2295100688934326,9.477700233459473 -2010,11,20,21,0,2.3048200607299805,9.685099601745605 -2010,11,21,0,0,2.3774900436401367,9.87969970703125 -2010,11,21,3,0,2.5822200775146484,9.999199867248535 -2010,11,21,6,0,2.967410087585449,10.092499732971191 -2010,11,21,9,0,3.314300060272217,9.736599922180176 -2010,11,21,12,0,3.3963398933410645,9.156200408935547 -2010,11,21,15,0,2.8904900550842285,9.592900276184082 -2010,11,21,18,0,2.7955100536346436,9.307100296020508 -2010,11,21,21,0,3.055030107498169,8.786999702453613 -2010,11,22,0,0,2.978950023651123,8.646100044250488 -2010,11,22,3,0,3.038330078125,8.648599624633789 -2010,11,22,6,0,3.1695098876953125,8.746600151062012 -2010,11,22,9,0,3.3236000537872314,9.093799591064453 -2010,11,22,12,0,3.3276000022888184,9.234700202941895 -2010,11,22,15,0,2.9959700107574463,9.257499694824219 -2010,11,22,18,0,2.702670097351074,9.093099594116211 -2010,11,22,21,0,2.8090100288391113,7.942399978637695 -2010,11,23,0,0,3.1320300102233887,7.482100009918213 -2010,11,23,3,0,3.766350030899048,7.842899799346924 -2010,11,23,6,0,4.759230136871338,9.131099700927734 -2010,11,23,9,0,5.090310096740723,9.777199745178223 -2010,11,23,12,0,5.07859992980957,10.047100067138672 -2010,11,23,15,0,4.44281005859375,9.866999626159668 -2010,11,23,18,0,3.871269941329956,9.476300239562988 -2010,11,23,21,0,3.1728100776672363,9.555999755859375 -2010,11,24,0,0,2.7743799686431885,9.480299949645996 -2010,11,24,3,0,2.4786899089813232,9.444600105285645 -2010,11,24,6,0,2.2472798824310303,9.332200050354004 -2010,11,24,9,0,2.0320000648498535,9.250699996948242 -2010,11,24,12,0,1.845170021057129,9.10159969329834 -2010,11,24,15,0,1.7010999917984009,8.964400291442871 -2010,11,24,18,0,1.6067999601364136,8.8503999710083 -2010,11,24,21,0,1.5470000505447388,8.61240005493164 -2010,11,25,0,0,1.5143100023269653,8.195199966430664 -2010,11,25,3,0,1.405900001525879,8.328300476074219 -2010,11,25,6,0,1.3688700199127197,8.375800132751465 -2010,11,25,9,0,1.380560040473938,8.36460018157959 -2010,11,25,12,0,1.3674299716949463,8.352700233459473 -2010,11,25,15,0,1.3346600532531738,8.369400024414062 -2010,11,25,18,0,1.3234299421310425,8.21049976348877 -2010,11,25,21,0,1.3027900457382202,8.261500358581543 -2010,11,26,0,0,1.2385599613189697,8.641500473022461 -2010,11,26,3,0,1.2903399467468262,7.875999927520752 -2010,11,26,6,0,1.8500499725341797,6.162499904632568 -2010,11,26,9,0,2.7284200191497803,6.298600196838379 -2010,11,26,12,0,3.1042098999023438,7.133900165557861 -2010,11,26,15,0,2.935499906539917,7.685800075531006 -2010,11,26,18,0,2.8979198932647705,8.324999809265137 -2010,11,26,21,0,3.085860013961792,8.877300262451172 -2010,11,27,0,0,3.0604701042175293,9.490699768066406 -2010,11,27,3,0,3.057149887084961,9.859800338745117 -2010,11,27,6,0,3.1687300205230713,10.201399803161621 -2010,11,27,9,0,3.222529888153076,10.54699993133545 -2010,11,27,12,0,3.258769989013672,10.804400444030762 -2010,11,27,15,0,3.2812600135803223,11.038700103759766 -2010,11,27,18,0,3.285629987716675,11.20300006866455 -2010,11,27,21,0,3.240149974822998,11.267399787902832 -2010,11,28,0,0,3.1853299140930176,11.201899528503418 -2010,11,28,3,0,3.1943600177764893,10.927000045776367 -2010,11,28,6,0,3.254849910736084,10.670499801635742 -2010,11,28,9,0,3.257539987564087,10.833999633789062 -2010,11,28,12,0,3.1941699981689453,10.892900466918945 -2010,11,28,15,0,3.103060007095337,10.874699592590332 -2010,11,28,18,0,3.0090200901031494,10.790200233459473 -2010,11,28,21,0,2.8837900161743164,10.643799781799316 -2010,11,29,0,0,2.7096099853515625,10.493800163269043 -2010,11,29,3,0,2.5195999145507812,10.341899871826172 -2010,11,29,6,0,2.3378500938415527,10.178199768066406 -2010,11,29,9,0,2.1628499031066895,9.986300468444824 -2010,11,29,12,0,2.0113799571990967,9.749600410461426 -2010,11,29,15,0,1.9590500593185425,9.024700164794922 -2010,11,29,18,0,2.0135200023651123,7.820400238037109 -2010,11,29,21,0,2.0172500610351562,7.014200210571289 -2010,11,30,0,0,2.281100034713745,6.476600170135498 -2010,11,30,3,0,2.907480001449585,6.922599792480469 -2010,11,30,6,0,3.600529909133911,7.380000114440918 -2010,11,30,9,0,4.050149917602539,7.732999801635742 -2010,11,30,12,0,4.974639892578125,8.440400123596191 -2010,11,30,15,0,5.228360176086426,8.81350040435791 -2010,11,30,18,0,5.792990207672119,9.332599639892578 -2010,11,30,21,0,5.595109939575195,9.774900436401367 -2010,12,1,0,0,5.349790096282959,9.999899864196777 -2010,12,1,3,0,4.825900077819824,10.068900108337402 -2010,12,1,6,0,4.128270149230957,10.197699546813965 -2010,12,1,9,0,3.7229199409484863,10.370599746704102 -2010,12,1,12,0,3.487499952316284,10.530099868774414 -2010,12,1,15,0,3.3205599784851074,10.610199928283691 -2010,12,1,18,0,3.167479991912842,10.622599601745605 -2010,12,1,21,0,3.0270800590515137,10.637299537658691 -2010,12,2,0,0,2.9450900554656982,10.739800453186035 -2010,12,2,3,0,2.9510200023651123,10.998499870300293 -2010,12,2,6,0,3.0136001110076904,11.32040023803711 -2010,12,2,9,0,3.0512800216674805,11.54419994354248 -2010,12,2,12,0,3.0111000537872314,11.593700408935547 -2010,12,2,15,0,2.904360055923462,11.507599830627441 -2010,12,2,18,0,2.7640299797058105,11.343899726867676 -2010,12,2,21,0,2.616179943084717,11.137399673461914 -2010,12,3,0,0,2.4852800369262695,10.926300048828125 -2010,12,3,3,0,2.3808400630950928,10.740599632263184 -2010,12,3,6,0,2.2892799377441406,10.57229995727539 -2010,12,3,9,0,2.1998000144958496,10.409899711608887 -2010,12,3,12,0,2.1100900173187256,10.248299598693848 -2010,12,3,15,0,2.0213301181793213,10.084500312805176 -2010,12,3,18,0,1.9332000017166138,9.917400360107422 -2010,12,3,21,0,1.8499699831008911,9.758500099182129 -2010,12,4,0,0,1.7829099893569946,9.528800010681152 -2010,12,4,3,0,1.8398900032043457,8.515999794006348 -2010,12,4,6,0,1.8175699710845947,8.130200386047363 -2010,12,4,9,0,1.7333699464797974,8.263299942016602 -2010,12,4,12,0,1.8253899812698364,8.862000465393066 -2010,12,4,15,0,2.1498899459838867,10.154899597167969 -2010,12,4,18,0,2.5005099773406982,10.739899635314941 -2010,12,4,21,0,2.5483500957489014,11.031900405883789 -2010,12,5,0,0,2.3993101119995117,10.972800254821777 -2010,12,5,3,0,2.2034099102020264,10.722299575805664 -2010,12,5,6,0,2.035130023956299,10.343799591064453 -2010,12,5,9,0,1.8956400156021118,10.114800453186035 -2010,12,5,12,0,2.4325599670410156,9.960000038146973 -2010,12,5,15,0,2.6680901050567627,9.872200012207031 -2010,12,5,18,0,2.3726000785827637,9.341099739074707 -2010,12,5,21,0,2.0696399211883545,9.031599998474121 -2010,12,6,0,0,1.816480040550232,8.899700164794922 -2010,12,6,3,0,1.7531499862670898,8.448100090026855 -2010,12,6,6,0,1.8289300203323364,8.032999992370605 -2010,12,6,9,0,1.823930025100708,8.169500350952148 -2010,12,6,12,0,1.9503400325775146,8.031599998474121 -2010,12,6,15,0,2.4501399993896484,8.024200439453125 -2010,12,6,18,0,2.9846599102020264,8.162300109863281 -2010,12,6,21,0,3.035759925842285,8.107000350952148 -2010,12,7,0,0,3.500430107116699,7.86329984664917 -2010,12,7,3,0,3.579129934310913,8.309700012207031 -2010,12,7,6,0,3.8781299591064453,8.964799880981445 -2010,12,7,9,0,3.8764801025390625,9.49209976196289 -2010,12,7,12,0,4.0908098220825195,9.906999588012695 -2010,12,7,15,0,4.288330078125,10.321499824523926 -2010,12,7,18,0,5.086440086364746,9.946999549865723 -2010,12,7,21,0,5.154439926147461,10.510600090026855 -2010,12,8,0,0,5.976749897003174,10.299200057983398 -2010,12,8,3,0,6.323550224304199,10.8125 -2010,12,8,6,0,6.72914981842041,10.924699783325195 -2010,12,8,9,0,5.940169811248779,11.156800270080566 -2010,12,8,12,0,5.4004998207092285,11.016799926757812 -2010,12,8,15,0,4.853509902954102,10.832799911499023 -2010,12,8,18,0,4.4389801025390625,10.826899528503418 -2010,12,8,21,0,4.521609783172607,11.247200012207031 -2010,12,9,0,0,4.925519943237305,11.618800163269043 -2010,12,9,3,0,4.979259967803955,11.934700012207031 -2010,12,9,6,0,4.916200160980225,11.527000427246094 -2010,12,9,9,0,4.670010089874268,10.999799728393555 -2010,12,9,12,0,4.277510166168213,10.668600082397461 -2010,12,9,15,0,3.888309955596924,10.46090030670166 -2010,12,9,18,0,3.695430040359497,9.949700355529785 -2010,12,9,21,0,3.7711000442504883,9.250100135803223 -2010,12,10,0,0,3.701509952545166,9.05620002746582 -2010,12,10,3,0,3.4215199947357178,8.993499755859375 -2010,12,10,6,0,3.0952999591827393,9.332799911499023 -2010,12,10,9,0,2.9627699851989746,9.702400207519531 -2010,12,10,12,0,2.919790029525757,9.831700325012207 -2010,12,10,15,0,2.97544002532959,9.400899887084961 -2010,12,10,18,0,2.879189968109131,9.40530014038086 -2010,12,10,21,0,2.737720012664795,9.635100364685059 -2010,12,11,0,0,2.595449924468994,9.708700180053711 -2010,12,11,3,0,2.453900098800659,9.684499740600586 -2010,12,11,6,0,2.3249599933624268,9.620499610900879 -2010,12,11,9,0,2.2138900756835938,9.541000366210938 -2010,12,11,12,0,2.120889902114868,9.468299865722656 -2010,12,11,15,0,2.095249891281128,8.966500282287598 -2010,12,11,18,0,3.0620100498199463,7.292699813842773 -2010,12,11,21,0,3.902859926223755,8.076600074768066 -2010,12,12,0,0,3.7277400493621826,8.220499992370605 -2010,12,12,3,0,3.7137300968170166,8.329000473022461 -2010,12,12,6,0,3.785670042037964,8.44480037689209 -2010,12,12,9,0,3.6236701011657715,8.467499732971191 -2010,12,12,12,0,3.8208999633789062,8.452300071716309 -2010,12,12,15,0,4.086989879608154,8.383999824523926 -2010,12,12,18,0,4.713940143585205,8.555100440979004 -2010,12,12,21,0,4.477499961853027,9.35949993133545 -2010,12,13,0,0,4.1769700050354,9.558799743652344 -2010,12,13,3,0,4.15654993057251,9.236100196838379 -2010,12,13,6,0,3.6422901153564453,9.562199592590332 -2010,12,13,9,0,3.2242400646209717,9.92240047454834 -2010,12,13,12,0,2.978410005569458,10.012900352478027 -2010,12,13,15,0,2.765860080718994,10.074399948120117 -2010,12,13,18,0,2.636430025100708,9.83650016784668 -2010,12,13,21,0,2.589970111846924,9.354399681091309 -2010,12,14,0,0,2.897939920425415,8.236100196838379 -2010,12,14,3,0,3.1624999046325684,7.997300148010254 -2010,12,14,6,0,3.7976300716400146,7.918399810791016 -2010,12,14,9,0,4.136169910430908,8.787199974060059 -2010,12,14,12,0,4.1919097900390625,9.632499694824219 -2010,12,14,15,0,4.60644006729126,9.989399909973145 -2010,12,14,18,0,4.805840015411377,10.325599670410156 -2010,12,14,21,0,4.609210014343262,10.723299980163574 -2010,12,15,0,0,4.546689987182617,10.679499626159668 -2010,12,15,3,0,4.351920127868652,10.566800117492676 -2010,12,15,6,0,4.111030101776123,10.665599822998047 -2010,12,15,9,0,3.8152999877929688,10.814200401306152 -2010,12,15,12,0,3.562350034713745,10.876399993896484 -2010,12,15,15,0,3.377609968185425,10.914899826049805 -2010,12,15,18,0,3.2477099895477295,10.802800178527832 -2010,12,15,21,0,3.229789972305298,10.059900283813477 -2010,12,16,0,0,3.1134700775146484,9.71310043334961 -2010,12,16,3,0,2.9177000522613525,9.824799537658691 -2010,12,16,6,0,2.8075199127197266,9.785499572753906 -2010,12,16,9,0,2.7061800956726074,9.664899826049805 -2010,12,16,12,0,2.585020065307617,9.557499885559082 -2010,12,16,15,0,2.45346999168396,9.560400009155273 -2010,12,16,18,0,2.3802099227905273,9.408100128173828 -2010,12,16,21,0,2.3179500102996826,9.402199745178223 -2010,12,17,0,0,2.3283300399780273,9.253800392150879 -2010,12,17,3,0,2.501929998397827,8.945699691772461 -2010,12,17,6,0,2.5628700256347656,9.06350040435791 -2010,12,17,9,0,2.4959299564361572,9.479399681091309 -2010,12,17,12,0,2.4853498935699463,9.572999954223633 -2010,12,17,15,0,2.532289981842041,9.355199813842773 -2010,12,17,18,0,2.5810599327087402,9.246000289916992 -2010,12,17,21,0,2.5556399822235107,9.506099700927734 -2010,12,18,0,0,2.5631299018859863,9.562999725341797 -2010,12,18,3,0,2.623650074005127,9.08530044555664 -2010,12,18,6,0,2.814120054244995,8.180299758911133 -2010,12,18,9,0,3.065700054168701,8.152799606323242 -2010,12,18,12,0,4.527639865875244,8.987299919128418 -2010,12,18,15,0,4.842239856719971,9.099200248718262 -2010,12,18,18,0,4.1392598152160645,9.110799789428711 -2010,12,18,21,0,3.6746599674224854,9.007599830627441 -2010,12,19,0,0,3.823669910430908,8.74779987335205 -2010,12,19,3,0,3.987600088119507,8.966300010681152 -2010,12,19,6,0,3.838129997253418,9.486000061035156 -2010,12,19,9,0,3.4935200214385986,9.906499862670898 -2010,12,19,12,0,3.1476800441741943,9.817299842834473 -2010,12,19,15,0,2.9402499198913574,9.349300384521484 -2010,12,19,18,0,2.738409996032715,9.043299674987793 -2010,12,19,21,0,2.6021199226379395,8.682600021362305 -2010,12,20,0,0,3.3490400314331055,7.932799816131592 -2010,12,20,3,0,4.016930103302002,8.571800231933594 -2010,12,20,6,0,4.193550109863281,8.95110034942627 -2010,12,20,9,0,4.22799015045166,8.971799850463867 -2010,12,20,12,0,4.241889953613281,9.005399703979492 -2010,12,20,15,0,4.0579400062561035,9.214400291442871 -2010,12,20,18,0,4.492859840393066,9.577899932861328 -2010,12,20,21,0,4.930490016937256,9.872900009155273 -2010,12,21,0,0,4.983500003814697,9.780799865722656 -2010,12,21,3,0,4.471290111541748,9.496500015258789 -2010,12,21,6,0,4.151020050048828,8.846799850463867 -2010,12,21,9,0,3.7981200218200684,8.375300407409668 -2010,12,21,12,0,3.9267098903656006,8.194700241088867 -2010,12,21,15,0,3.544990062713623,8.330599784851074 -2010,12,21,18,0,3.8522698879241943,8.260299682617188 -2010,12,21,21,0,3.8587300777435303,8.613800048828125 -2010,12,22,0,0,3.813810110092163,8.679200172424316 -2010,12,22,3,0,3.0856099128723145,8.79010009765625 -2010,12,22,6,0,2.801650047302246,8.531800270080566 -2010,12,22,9,0,2.6677799224853516,8.44789981842041 -2010,12,22,12,0,2.4888200759887695,8.66919994354248 -2010,12,22,15,0,2.29436993598938,8.838299751281738 -2010,12,22,18,0,2.175260066986084,8.834400177001953 -2010,12,22,21,0,2.096519947052002,8.763999938964844 -2010,12,23,0,0,2.011590003967285,8.35990047454834 -2010,12,23,3,0,2.0473101139068604,7.388199806213379 -2010,12,23,6,0,2.4859800338745117,6.611599922180176 -2010,12,23,9,0,2.9801299571990967,6.887700080871582 -2010,12,23,12,0,3.5184199810028076,7.429900169372559 -2010,12,23,15,0,3.429140090942383,7.928100109100342 -2010,12,23,18,0,3.78125,8.067500114440918 -2010,12,23,21,0,3.9647998809814453,8.627300262451172 -2010,12,24,0,0,4.219480037689209,8.951000213623047 -2010,12,24,3,0,4.067770004272461,9.100600242614746 -2010,12,24,6,0,4.149809837341309,9.2947998046875 -2010,12,24,9,0,4.412990093231201,9.743200302124023 -2010,12,24,12,0,5.59561014175415,9.611100196838379 -2010,12,24,15,0,5.879539966583252,10.337200164794922 -2010,12,24,18,0,5.8633599281311035,10.607500076293945 -2010,12,24,21,0,5.325379848480225,11.20460033416748 -2010,12,25,0,0,4.947929859161377,11.183199882507324 -2010,12,25,3,0,4.5684099197387695,11.240799903869629 -2010,12,25,6,0,4.514890193939209,10.790300369262695 -2010,12,25,9,0,4.738490104675293,10.687399864196777 -2010,12,25,12,0,5.257259845733643,10.345000267028809 -2010,12,25,15,0,4.486979961395264,10.694899559020996 -2010,12,25,18,0,4.093890190124512,10.143099784851074 -2010,12,25,21,0,3.7282299995422363,10.297300338745117 -2010,12,26,0,0,3.377810001373291,10.468999862670898 -2010,12,26,3,0,3.1809000968933105,10.532500267028809 -2010,12,26,6,0,3.4317901134490967,9.504400253295898 -2010,12,26,9,0,4.013969898223877,8.77299976348877 -2010,12,26,12,0,5.076189994812012,8.942999839782715 -2010,12,26,15,0,5.059579849243164,9.179100036621094 -2010,12,26,18,0,4.939479827880859,9.348299980163574 -2010,12,26,21,0,4.621039867401123,9.420999526977539 -2010,12,27,0,0,4.375760078430176,9.427399635314941 -2010,12,27,3,0,4.392650127410889,9.526599884033203 -2010,12,27,6,0,4.336319923400879,9.938199996948242 -2010,12,27,9,0,4.079969882965088,10.299799919128418 -2010,12,27,12,0,3.9336600303649902,10.17490005493164 -2010,12,27,15,0,3.663219928741455,10.242899894714355 -2010,12,27,18,0,3.5123701095581055,9.75510025024414 -2010,12,27,21,0,3.7024199962615967,8.714300155639648 -2010,12,28,0,0,4.017230033874512,8.351400375366211 -2010,12,28,3,0,4.162960052490234,8.344900131225586 -2010,12,28,6,0,4.6863298416137695,8.371199607849121 -2010,12,28,9,0,4.123730182647705,8.557000160217285 -2010,12,28,12,0,3.6294100284576416,8.648799896240234 -2010,12,28,15,0,3.174959897994995,8.907600402832031 -2010,12,28,18,0,3.0366199016571045,8.92490005493164 -2010,12,28,21,0,2.9912800788879395,8.867799758911133 -2010,12,29,0,0,3.328660011291504,8.901399612426758 -2010,12,29,3,0,3.2829198837280273,8.790599822998047 -2010,12,29,6,0,3.7801198959350586,7.940400123596191 -2010,12,29,9,0,3.3920199871063232,8.157999992370605 -2010,12,29,12,0,3.947240114212036,7.98859977722168 -2010,12,29,15,0,4.692739963531494,8.785400390625 -2010,12,29,18,0,5.21560001373291,9.403499603271484 -2010,12,29,21,0,5.056729793548584,9.944499969482422 -2010,12,30,0,0,5.005990028381348,9.987099647521973 -2010,12,30,3,0,4.911200046539307,10.07610034942627 -2010,12,30,6,0,4.690830230712891,10.057499885559082 -2010,12,30,9,0,4.209290027618408,10.141200065612793 -2010,12,30,12,0,3.7512900829315186,10.249899864196777 -2010,12,30,15,0,3.3458099365234375,10.392000198364258 -2010,12,30,18,0,3.033750057220459,10.361200332641602 -2010,12,30,21,0,2.7842800617218018,10.265700340270996 -2010,12,31,0,0,2.629120111465454,10.151200294494629 -2010,12,31,3,0,2.5570199489593506,10.093099594116211 -2010,12,31,6,0,2.547790050506592,10.201199531555176 -2010,12,31,9,0,2.58417010307312,10.457200050354004 -2010,12,31,12,0,2.6452200412750244,10.809100151062012 -2010,12,31,15,0,2.7516400814056396,11.001899719238281 -2010,12,31,18,0,2.8415000438690186,11.059800148010254 -2010,12,31,21,0,2.8055500984191895,11.180100440979004 diff --git a/examples/09_co2/ocean_alkalinity_enhancement/run_wind_wave_oae.py b/examples/09_co2/ocean_alkalinity_enhancement/run_wind_wave_oae.py index 012d20fd6..e228098fa 100644 --- a/examples/09_co2/ocean_alkalinity_enhancement/run_wind_wave_oae.py +++ b/examples/09_co2/ocean_alkalinity_enhancement/run_wind_wave_oae.py @@ -3,7 +3,6 @@ from h2integrate import H2IntegrateModel -# Create a GreenHEART model h2i_model = H2IntegrateModel("offshore_plant_oae.yaml") # Set battery demand profile diff --git a/examples/09_co2/ocean_alkalinity_enhancement_financials/run_wind_wave_oae.py b/examples/09_co2/ocean_alkalinity_enhancement_financials/run_wind_wave_oae.py index 88d6beac7..9f3124512 100644 --- a/examples/09_co2/ocean_alkalinity_enhancement_financials/run_wind_wave_oae.py +++ b/examples/09_co2/ocean_alkalinity_enhancement_financials/run_wind_wave_oae.py @@ -1,7 +1,6 @@ from h2integrate import H2IntegrateModel -# Create a GreenHEART model h2i_model = H2IntegrateModel("offshore_plant_oae.yaml") # Run the model diff --git a/examples/10_electrolyzer_om/run_electrolyzer_om.py b/examples/10_electrolyzer_om/run_electrolyzer_om.py index 1c75133d1..40398a43c 100644 --- a/examples/10_electrolyzer_om/run_electrolyzer_om.py +++ b/examples/10_electrolyzer_om/run_electrolyzer_om.py @@ -1,7 +1,6 @@ from h2integrate import H2IntegrateModel -# Create a GreenHEART model h2i = H2IntegrateModel("electrolyzer_om.yaml") # Run the model diff --git a/examples/11_hybrid_energy_plant/run_wind_pv_battery.py b/examples/11_hybrid_energy_plant/run_wind_pv_battery.py index 1c2d9b7b8..941a21689 100644 --- a/examples/11_hybrid_energy_plant/run_wind_pv_battery.py +++ b/examples/11_hybrid_energy_plant/run_wind_pv_battery.py @@ -1,7 +1,6 @@ from h2integrate import H2IntegrateModel -# Create a GreenHEART model h2i = H2IntegrateModel("wind_pv_battery.yaml") # Run the model diff --git a/examples/36_nuclear_reactor_htse/run_nuclear_reactor_thermal.py b/examples/36_nuclear_reactor_htse/run_nuclear_reactor_thermal.py index 620a0282b..e1a1fc2d3 100644 --- a/examples/36_nuclear_reactor_htse/run_nuclear_reactor_thermal.py +++ b/examples/36_nuclear_reactor_htse/run_nuclear_reactor_thermal.py @@ -17,7 +17,6 @@ config["technology_config"] = tech_config -# Create a GreenHEART model h2i = H2IntegrateModel(config) # generate N2 diagram diff --git a/h2integrate/converters/water_power/__init__.py b/h2integrate/converters/water_power/__init__.py index a117c5948..174064130 100644 --- a/h2integrate/converters/water_power/__init__.py +++ b/h2integrate/converters/water_power/__init__.py @@ -1,4 +1,5 @@ from h2integrate.converters.water_power.tidal_pysam import PySAMTidalPerformanceModel +from h2integrate.converters.water_power.wave_pysam import PySAMWavePerformanceModel from h2integrate.converters.water_power.pysam_marine_cost import PySAMMarineCostModel from h2integrate.converters.water_power.hydro_plant_run_of_river import ( RunOfRiverHydroPerformanceModel, diff --git a/h2integrate/converters/water_power/test/test_wave_pysam.py b/h2integrate/converters/water_power/test/test_wave_pysam.py new file mode 100644 index 000000000..0d4a37eb6 --- /dev/null +++ b/h2integrate/converters/water_power/test/test_wave_pysam.py @@ -0,0 +1,679 @@ +import pytest +import openmdao.api as om + +from h2integrate.resource.wave import WaveResource +from h2integrate.converters.water_power.wave_pysam import ( + PySAMWavePerformanceModel, + PySAMWavePerformanceConfig, +) + + +# Wave power matrix from the DOE Reference Model 3 (point absorber), 286 kW rated device. +# Rows: Hs bin centers [m] (first column) and power output [kW] at each Te bin. +# First row: Te bin centers [s]. +WAVE_POWER_MATRIX = [ + [ + 0.0, + 0.5, + 1.5, + 2.5, + 3.5, + 4.5, + 5.5, + 6.5, + 7.5, + 8.5, + 9.5, + 10.5, + 11.5, + 12.5, + 13.5, + 14.5, + 15.5, + 16.5, + 17.5, + 18.5, + 19.5, + 20.5, + ], + [ + 0.25, + 0.0, + 0.0, + 0.0, + 0.0, + 0.4, + 0.6, + 0.8, + 1.0, + 1.1, + 1.1, + 1.0, + 0.8, + 0.7, + 0.6, + 0.5, + 0.4, + 0.3, + 0.3, + 0.2, + 0.2, + 0.0, + ], + [ + 0.75, + 0.0, + 0.0, + 0.0, + 0.0, + 3.2, + 5.3, + 7.4, + 9.1, + 9.8, + 9.5, + 8.6, + 7.4, + 6.2, + 5.1, + 4.1, + 3.4, + 2.8, + 2.3, + 1.9, + 1.6, + 0.0, + ], + [ + 1.25, + 0.0, + 0.0, + 0.0, + 0.0, + 9.0, + 14.8, + 20.5, + 25.0, + 26.8, + 25.9, + 23.3, + 20.0, + 16.8, + 13.8, + 11.3, + 9.2, + 7.6, + 6.3, + 5.2, + 4.3, + 0.0, + ], + [ + 1.75, + 0.0, + 0.0, + 0.0, + 0.0, + 17.6, + 28.9, + 39.9, + 48.3, + 51.6, + 49.7, + 44.7, + 38.4, + 32.2, + 26.5, + 21.7, + 17.8, + 14.6, + 12.1, + 10.0, + 8.4, + 0.0, + ], + [ + 2.25, + 0.0, + 0.0, + 0.0, + 0.0, + 29.0, + 47.5, + 65.4, + 78.8, + 83.8, + 80.6, + 72.4, + 62.3, + 52.2, + 43.0, + 35.3, + 28.9, + 23.8, + 19.7, + 16.3, + 13.7, + 0.0, + ], + [ + 2.75, + 0.0, + 0.0, + 0.0, + 0.0, + 43.2, + 70.7, + 97.0, + 116.3, + 123.1, + 118.1, + 106.1, + 91.3, + 76.5, + 63.2, + 51.9, + 42.5, + 35.0, + 28.9, + 24.1, + 20.1, + 0.0, + ], + [ + 3.25, + 0.0, + 0.0, + 0.0, + 0.0, + 60.2, + 98.3, + 134.5, + 160.5, + 169.3, + 162.1, + 145.5, + 125.2, + 105.0, + 86.8, + 71.3, + 58.5, + 48.2, + 39.9, + 33.2, + 27.8, + 0.0, + ], + [ + 3.75, + 0.0, + 0.0, + 0.0, + 0.0, + 79.9, + 130.4, + 177.8, + 211.2, + 222.0, + 212.2, + 190.4, + 164.0, + 137.6, + 113.8, + 93.6, + 76.9, + 63.3, + 52.5, + 43.7, + 36.6, + 0.0, + ], + [ + 4.25, + 0.0, + 0.0, + 0.0, + 0.0, + 102.4, + 166.7, + 226.7, + 268.3, + 281.1, + 268.2, + 240.5, + 207.2, + 174.1, + 144.1, + 118.5, + 97.4, + 80.3, + 66.6, + 55.5, + 46.5, + 0.0, + ], + [ + 4.75, + 0.0, + 0.0, + 0.0, + 0.0, + 127.6, + 207.4, + 281.2, + 286.0, + 286.0, + 286.0, + 286.0, + 255.0, + 214.3, + 177.5, + 146.1, + 120.2, + 99.2, + 82.2, + 68.6, + 57.6, + 0.0, + ], + [ + 5.25, + 0.0, + 0.0, + 0.0, + 0.0, + 155.4, + 252.4, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 258.2, + 214.0, + 176.3, + 145.1, + 119.8, + 99.4, + 83.0, + 69.7, + 0.0, + ], + [ + 5.75, + 0.0, + 0.0, + 0.0, + 0.0, + 186.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 253.6, + 209.0, + 172.2, + 142.2, + 118.1, + 98.6, + 82.8, + 0.0, + ], + [ + 6.25, + 0.0, + 0.0, + 0.0, + 0.0, + 219.2, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 244.2, + 201.2, + 166.4, + 138.2, + 115.5, + 97.1, + 0.0, + ], + [ + 6.75, + 0.0, + 0.0, + 0.0, + 0.0, + 255.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 281.9, + 232.4, + 192.2, + 159.7, + 133.5, + 112.3, + 0.0, + ], + [ + 7.25, + 0.0, + 0.0, + 0.0, + 0.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 265.6, + 219.8, + 182.8, + 152.9, + 128.7, + 0.0, + ], + [ + 7.75, + 0.0, + 0.0, + 0.0, + 0.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 249.0, + 207.2, + 173.4, + 146.0, + 0.0, + ], + [ + 8.25, + 0.0, + 0.0, + 0.0, + 0.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 279.9, + 233.0, + 195.1, + 164.4, + 0.0, + ], + [ + 8.75, + 0.0, + 0.0, + 0.0, + 0.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 260.2, + 218.0, + 183.8, + 0.0, + ], + [ + 9.25, + 0.0, + 0.0, + 0.0, + 0.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 242.1, + 204.1, + 0.0, + ], + [ + 9.75, + 0.0, + 0.0, + 0.0, + 0.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 286.0, + 267.4, + 225.6, + 0.0, + ], +] + + +@pytest.fixture +def wave_config(): + config = { + "model_inputs": { + "performance_parameters": { + "device_rating_kw": 286, + "num_devices": 108, + "wave_power_matrix": WAVE_POWER_MATRIX, + "resource_year": 2010, + } + } + } + return config + + +@pytest.fixture +def pysam_options(): + pysam_options = { + "MHKWave": { + "loss_array_spacing": 0.0, + "loss_resource_overprediction": 0.0, + "loss_transmission": 0.0, + "loss_downtime": 0.0, + "loss_additional": 0.0, + } + } + return pysam_options + + +@pytest.fixture +def plant_config(): + plant_config = { + "plant": { + "plant_life": 30, + "simulation": { + "n_timesteps": 8760, + "dt": 3600, + }, + }, + "site": { + "latitude": 43.807, + "longitude": -124.816, + "resources": { + "wave_resource": { + "resource_parameters": { + "resource_dir": "resource_files/wave/", + "resource_filename": "wave_lat43.81_lon-124.82__2010.csv", + "resource_year": 2010, + } + } + }, + }, + } + return plant_config + + +@pytest.mark.unit +def test_wave_pysam_outputs(plant_config, wave_config, pysam_options, subtests): + prob = om.Problem() + + wave_resource = WaveResource( + plant_config=plant_config, + resource_config=plant_config["site"]["resources"]["wave_resource"]["resource_parameters"], + driver_config={}, + ) + + prob.model.add_subsystem("wave_resource", wave_resource, promotes=["*"]) + + wave_config["model_inputs"]["performance_parameters"]["pysam_options"] = pysam_options + comp = PySAMWavePerformanceModel( + plant_config=plant_config, + tech_config=wave_config, + driver_config={}, + ) + prob.model.add_subsystem("comp", comp, promotes=["*"]) + prob.setup() + prob.run_model() + + commodity = "electricity" + + with subtests.test("electricity_out shape"): + assert prob.get_val(f"comp.{commodity}_out").shape == (8760,) + + with subtests.test("electricity_out non-negative"): + assert (prob.get_val(f"comp.{commodity}_out") >= 0).all() + + with subtests.test("rated_electricity_production"): + assert prob.get_val("comp.rated_electricity_production") == pytest.approx( + 286 * 108, rel=1e-6 + ) + + with subtests.test("total_electricity_produced positive"): + assert prob.get_val("comp.total_electricity_produced") > 0 + + with subtests.test("capacity_factor range"): + cf = float(prob.get_val("comp.capacity_factor").flat[0]) + assert 0 < cf <= 1 + + +@pytest.mark.unit +def test_wave_pysam_config_validation(subtests): + with subtests.test("missing wave_power_matrix"): + with pytest.raises(ValueError, match="wave_power_matrix"): + PySAMWavePerformanceConfig.from_dict( + { + "device_rating_kw": 286, + "num_devices": 108, + } + ) + + with subtests.test("invalid pysam_options group"): + with pytest.raises(ValueError, match="Invalid group"): + PySAMWavePerformanceConfig.from_dict( + { + "device_rating_kw": 286, + "num_devices": 108, + "wave_power_matrix": WAVE_POWER_MATRIX, + "pysam_options": {"InvalidGroup": {}}, + } + ) + + with subtests.test("number_devices in pysam_options raises"): + with pytest.raises(ValueError, match="number_devices"): + PySAMWavePerformanceConfig.from_dict( + { + "device_rating_kw": 286, + "num_devices": 108, + "wave_power_matrix": WAVE_POWER_MATRIX, + "pysam_options": {"MHKWave": {"number_devices": 5}}, + } + ) + + +@pytest.mark.unit +def test_wave_resource_output_shape(plant_config, subtests): + prob = om.Problem() + + wave_resource = WaveResource( + plant_config=plant_config, + resource_config=plant_config["site"]["resources"]["wave_resource"]["resource_parameters"], + driver_config={}, + ) + + prob.model.add_subsystem("wave_resource", wave_resource, promotes=["*"]) + prob.setup() + prob.run_model() + + with subtests.test("significant_wave_height shape"): + assert prob.get_val("significant_wave_height").shape == (8760,) + + with subtests.test("energy_period shape"): + assert prob.get_val("energy_period").shape == (8760,) + + with subtests.test("significant_wave_height positive"): + assert (prob.get_val("significant_wave_height") > 0).all() + + with subtests.test("energy_period positive"): + assert (prob.get_val("energy_period") > 0).all() diff --git a/h2integrate/converters/water_power/wave_pysam.py b/h2integrate/converters/water_power/wave_pysam.py new file mode 100644 index 000000000..401c95ea1 --- /dev/null +++ b/h2integrate/converters/water_power/wave_pysam.py @@ -0,0 +1,259 @@ +import pandas as pd +import PySAM.MhkWave as MhkWave +from attrs import field, define + +from h2integrate.core.utilities import BaseConfig, merge_shared_inputs +from h2integrate.core.validators import gt_zero, contains +from h2integrate.core.model_baseclasses import PerformanceModelBaseClass + + +@define(kw_only=True) +class PySAMWavePerformanceConfig(BaseConfig): + """Configuration class for PySAMWavePerformanceModel. + + Args: + device_rating_kw (float): Rated power of the MHK wave device [kW]. + num_devices (int): Number of MHK wave devices in the system. + wave_power_matrix (List[List[float]]): Power matrix of the wave energy device + as a function of significant wave height (Hs) [m] and energy period (Te) [s]. + The first row contains the energy period bin centers, and the first column + of each subsequent row contains the Hs bin center followed by the device + power output [kW] at each (Hs, Te) combination. + Required if ``create_model_from == 'new'``. + resource_year (int, optional): Calendar year of the resource data, used to + generate timestamps for the time-series resource input. Defaults to 2010. + create_model_from (str): + - ``'default'``: instantiate MhkWave model from the default config + ``config_name``. + - ``'new'``: instantiate a new MhkWave model (default). Requires + ``wave_power_matrix``. + config_name (str, optional): PySAM.MhkWave configuration name for non-hybrid + wave systems. Defaults to ``'MEwaveNone'``. Only used if + ``create_model_from='default'``. + pysam_options (dict, optional): Dictionary of MhkWave input parameters with + top-level keys corresponding to the different MhkWave variable groups. + Refer to the MhkWave documentation + `here `__. + """ + + device_rating_kw: float = field(validator=gt_zero) + num_devices: int = field(validator=gt_zero) + wave_power_matrix: list[list[float]] | None = field(default=None) + resource_year: int = field(default=2010, converter=int) + + create_model_from: str = field( + default="new", validator=contains(["default", "new"]), converter=(str.strip, str.lower) + ) + + config_name: str = field( + default="MEwaveNone", + validator=contains( + [ + "MEwaveBatterySingleOwner", + "MEwaveLCOECalculator", + "MEwaveNone", + "MEwaveSingleOwner", + ] + ), + ) + pysam_options: dict = field(default={}) + + def __attrs_post_init__(self): + if self.create_model_from == "new" and self.wave_power_matrix is None: + msg = ( + "To create a new MhkWave object, please provide a " + "wave_power_matrix in the config." + ) + raise ValueError(msg) + + self.check_pysam_options() + + def check_pysam_options(self): + """Check that top-level keys of pysam_options are valid and that + system capacity is not given in pysam_options. + + Raises: + ValueError: If top-level keys of pysam_options are not valid. + ValueError: If ``number_devices`` is provided in + ``pysam_options["MHKWave"]``. + """ + valid_groups = [ + "MHKWave", + "AdjustmentFactors", + ] + if bool(self.pysam_options): + invalid_groups = [k for k in self.pysam_options if k not in valid_groups] + if len(invalid_groups) > 0: + msg = ( + f"Invalid group(s) found in pysam_options: {invalid_groups}. " + f"Valid groups are: {valid_groups}." + ) + raise ValueError(msg) + + if self.pysam_options.get("MHKWave", {}).get("number_devices", None) is not None: + msg = ( + "Please do not specify number_devices in the pysam_options dictionary. " + "The number of wave devices should be set with the 'num_devices' " + "performance parameter." + ) + raise ValueError(msg) + + return + + def create_input_dict(self): + """Create a dictionary of inputs to override the default values + associated with the specified MhkWave configuration. + + Loss parameters default to zero; override them via ``pysam_options`` + if non-zero losses are required. + + Returns: + dict: Dictionary of MHKWave group parameters from user input. + """ + design_dict = { + "MHKWave": { + "number_devices": self.num_devices, + "loss_array_spacing": 0.0, + "loss_resource_overprediction": 0.0, + "loss_transmission": 0.0, + "loss_downtime": 0.0, + "loss_additional": 0.0, + }, + } + + return design_dict + + +class PySAMWavePerformanceModel(PerformanceModelBaseClass): + """An OpenMDAO component that wraps the PySAM MhkWave model. + + It takes wave resource parameters as input and outputs power generation data. + This model operates in time-series mode (wave_resource_model_choice = 1), + accepting arrays of significant wave height and energy period at each timestep. + """ + + _time_step_bounds = ( + 3600, + 3600, + ) # (min, max) time step lengths (in seconds) compatible with this model + _control_classifier = "flexible" + + def initialize(self): + super().initialize() + self.commodity = "electricity" + self.commodity_rate_units = "kW" + self.commodity_amount_units = "kW*h" + + def setup(self): + super().setup() + self.config = PySAMWavePerformanceConfig.from_dict( + merge_shared_inputs(self.options["tech_config"]["model_inputs"], "performance"), + additional_cls_name=self.__class__.__name__, + ) + + #### Wave Resource #### + self.add_input( + "significant_wave_height", + val=0.0, + shape=self.n_timesteps, + units="m", + ) + + self.add_input( + "energy_period", + val=0.0, + shape=self.n_timesteps, + units="s", + ) + + #### Wave Device Parameters #### + self.add_input( + "num_devices", + val=self.config.num_devices, + units="unitless", + desc="Number of wave devices in the system", + ) + + self.add_input( + "device_rating", + val=self.config.device_rating_kw, + units="kW", + desc="Rated power of the wave energy device", + ) + + if self.config.create_model_from == "default": + self.system_model = MhkWave.default(self.config.config_name) + elif self.config.create_model_from == "new": + self.system_model = MhkWave.new() + self.system_model.value("wave_power_matrix", self.config.wave_power_matrix) + + design_dict = self.config.create_input_dict() + if bool(self.config.pysam_options): + for group, group_parameters in self.config.pysam_options.items(): + if group in design_dict: + design_dict[group].update(group_parameters) + else: + design_dict.update({group: group_parameters}) + self.system_model.assign(design_dict) + + def compute(self, inputs, outputs): + # Set time-series resource mode + self.system_model.MHKWave.wave_resource_model_choice = 1 + + # Assign wave resource time series + significant_wave_height = inputs["significant_wave_height"] + energy_period = inputs["energy_period"] + n = len(significant_wave_height) + + self.system_model.value("significant_wave_height", significant_wave_height) + self.system_model.value("energy_period", energy_period) + self.system_model.value("number_records", n) + self.system_model.value("number_hours", n * (self.dt / 3600)) + + # Generate timestamps for the time-series resource input + timestamps = pd.date_range( + start=f"{self.config.resource_year}-01-01", periods=n, freq=f"{int(self.dt)}s" + ) + self.system_model.value("year", list(timestamps.year.astype(float))) + self.system_model.value("month", list(timestamps.month.astype(float))) + self.system_model.value("day", list(timestamps.day.astype(float))) + self.system_model.value("hour", list(timestamps.hour.astype(float))) + self.system_model.value("minute", list(timestamps.minute.astype(float))) + + # Set system capacity + num_devices = inputs["num_devices"][0] + device_rating = inputs["device_rating"][0] + system_capacity_kw = num_devices * device_rating + self.system_model.value("device_rated_power", device_rating) + self.system_model.value("system_capacity", system_capacity_kw) + self.system_model.value("number_devices", num_devices) + + # Run the model + self.system_model.execute(0) + + outputs["electricity_out"] = self.system_model.Outputs.gen + outputs["rated_electricity_production"] = system_capacity_kw + + outputs["total_electricity_produced"] = outputs["electricity_out"].sum() * (self.dt / 3600) + + # annual_energy and capacity_factor are not available in time-series mode; + # compute them from the simulation output and the simulated year fraction. + fraction = self.fraction_of_year_simulated + if fraction > 0: + outputs["annual_electricity_produced"] = ( + outputs["total_electricity_produced"] / fraction + ) + else: + outputs["annual_electricity_produced"] = outputs["total_electricity_produced"] + + annual_hours = 8760.0 + if system_capacity_kw > 0: + outputs["capacity_factor"] = outputs["annual_electricity_produced"] / ( + system_capacity_kw * annual_hours + ) + else: + outputs["capacity_factor"] = 0.0 + + # Honor a system-level controller's set-point by curtailing + # `electricity_out`. No-op when there is no system-level controller. + self.apply_curtailment(outputs) diff --git a/h2integrate/core/supported_models.py b/h2integrate/core/supported_models.py index 51fa624bd..d80d5e1ec 100644 --- a/h2integrate/core/supported_models.py +++ b/h2integrate/core/supported_models.py @@ -48,6 +48,7 @@ def copy(self): { # Resources "TidalResource": "resource.tidal:TidalResource", + "WaveResource": "resource.wave:WaveResource", "RiverResource": "resource.river:RiverResource", "WTKNLRDeveloperAPIWindResource": "resource.wind:WTKNLRDeveloperAPIWindResource", "OpenMeteoHistoricalWindResource": "resource.wind:OpenMeteoHistoricalWindResource", @@ -71,6 +72,7 @@ def copy(self): "ATBUtilityPVCostModel": "converters.solar:ATBUtilityPVCostModel", "ATBResComPVCostModel": "converters.solar:ATBResComPVCostModel", "PySAMTidalPerformanceModel": "converters.water_power:PySAMTidalPerformanceModel", + "PySAMWavePerformanceModel": "converters.water_power:PySAMWavePerformanceModel", "PySAMMarineCostModel": "converters.water_power:PySAMMarineCostModel", "RunOfRiverHydroPerformanceModel": "converters.water_power:RunOfRiverHydroPerformanceModel", "RunOfRiverHydroCostModel": "converters.water_power:RunOfRiverHydroCostModel", diff --git a/h2integrate/resource/wave.py b/h2integrate/resource/wave.py new file mode 100644 index 000000000..2cb570579 --- /dev/null +++ b/h2integrate/resource/wave.py @@ -0,0 +1,131 @@ +from pathlib import Path + +import pandas as pd +import openmdao.api as om +import PySAM.WaveFileReader as WaveFileReader +from attrs import field, define + +from h2integrate.core.utilities import BaseConfig +from h2integrate.core.file_utils import get_path, find_file + + +@define(kw_only=True) +class WaveResourceConfig(BaseConfig): + """ + Args: + resource_dir (str | Path, optional): Folder to save resource files to or + load resource files from. Defaults to "". + resource_filename (str, optional): Filename to save resource data to or load + resource data from. Defaults to None. + resource_year (int, optional): Year of the resource data. Used to generate + timestamps when interpolating sub-hourly data. Defaults to 2010. + """ + + resource_dir: Path | str | None = field(default=None) + resource_filename: Path | str = field(default="") + resource_year: int = field(default=2010, converter=int) + + +class WaveResource(om.ExplicitComponent): + """A resource component for processing wave data from a CSV file. + + This component reads a CSV file containing wave data, processes it, + and outputs hourly significant wave height and energy period values for a full + year (8760 hours). The input file is expected to follow the DOE WPTO wave dataset + format, with metadata rows followed by time-series data columns. + + Notes: + The wave resource data should be in the format: + + - Row 1: Column names for metadata. + - Row 2: Metadata values (lat, lon, water depth, etc.). + - Row 3: Column headings for time-series data + (``Year``, ``Month``, ``Day``, ``Hour``, ``Minute``, + ``Significant Wave Height``, ``Energy Period``). + - Rows 4+: Data values: + + - ``Significant Wave Height`` in meters. + - ``Energy Period`` in seconds. + + Raises: + FileNotFoundError: If the specified file does not exist. + ValueError: If the file does not contain sufficient data or the required + columns are not found. + """ + + def initialize(self): + self.options.declare("plant_config", types=dict) + self.options.declare("resource_config", types=dict) + self.options.declare("driver_config", types=dict) + + def setup(self): + self.config = WaveResourceConfig.from_dict( + self.options["resource_config"], + additional_cls_name=self.__class__.__name__, + ) + site_config = self.options["plant_config"]["site"] + + self.add_input("latitude", site_config.get("latitude"), units="deg") + self.add_input("longitude", site_config.get("longitude"), units="deg") + self.add_output("significant_wave_height", shape=8760, val=0.0, units="m") + self.add_output("energy_period", shape=8760, val=0.0, units="s") + + def compute(self, inputs, outputs): + resource_dir = get_path(self.config.resource_dir) + filename = find_file(self.config.resource_filename, resource_dir) + + wave_reader = WaveFileReader.new() + wave_reader.WeatherReader.wave_resource_filename_ts = str(filename) + wave_reader.WeatherReader.wave_resource_model_choice = 1 # time-series + wave_reader.execute() + + number_records = int(wave_reader.Outputs.number_records) + + if number_records < 8760: + df = pd.DataFrame( + { + "year": wave_reader.Outputs.year, + "month": wave_reader.Outputs.month, + "day": wave_reader.Outputs.day, + "hour": wave_reader.Outputs.hour, + "minute": wave_reader.Outputs.minute, + "significant_wave_height": wave_reader.Outputs.significant_wave_height, + "energy_period": wave_reader.Outputs.energy_period, + } + ) + df["datetime"] = pd.to_datetime( + { + "year": df.year, + "month": df.month, + "day": df.day, + "hour": df.hour, + "minute": df.minute, + } + ) + df = df.drop(["year", "month", "day", "hour", "minute"], axis=1) + df = df.set_index("datetime") + + data_df = df.resample("h").mean() + data_df = data_df.interpolate(method="linear") + + if len(data_df) < 8760: + last_hour = data_df.index.max() + missing_hours = 8760 - len(data_df) + missing_time = pd.date_range( + last_hour + pd.Timedelta(hours=1), periods=missing_hours, freq="h" + ) + missing_rows = pd.DataFrame( + index=missing_time, + columns=data_df.columns, + dtype=float, + ) + data_df = pd.concat([data_df, missing_rows]).sort_index() + data_df = data_df.ffill() + + outputs["significant_wave_height"] = data_df["significant_wave_height"].values[:8760] + outputs["energy_period"] = data_df["energy_period"].values[:8760] + else: + outputs["significant_wave_height"] = list(wave_reader.Outputs.significant_wave_height)[ + :8760 + ] + outputs["energy_period"] = list(wave_reader.Outputs.energy_period)[:8760] diff --git a/pyproject.toml b/pyproject.toml index 3346b8887..4c2dd6bbb 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -247,6 +247,7 @@ ignore = [ "*/__init__.py" = ["E501", "D104", "F401"] "*/supported_models.py" = ["E501"] "test/*" = ["D100", "D101", "D102", "D103"] +"*/test/test_wave_pysam.py" = ["E501"] [tool.ruff.lint.pycodestyle] ignore-overlong-task-comments = true From ad128e090c8877e6e0030678904a5eea42871304 Mon Sep 17 00:00:00 2001 From: John Jasa Date: Wed, 5 Aug 2026 14:54:56 -0600 Subject: [PATCH 2/8] Updated changelog --- CHANGELOG.md | 2 +- .../wave/Wave_resource_timeseries.csv | 2923 ----------------- 2 files changed, 1 insertion(+), 2924 deletions(-) delete mode 100644 resource_files/wave/Wave_resource_timeseries.csv diff --git a/CHANGELOG.md b/CHANGELOG.md index fc7d5a147..ffe8625c6 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,7 +1,6 @@ # Changelog ## Unreleased -- Add `PySAMWavePerformanceModel` and `WaveResource` to wrap PySAM MhkWave as an H2I performance model, replacing the HOPP wave module in example 09. [PR TBD] - Bug fix so multi-level output path won't throw an error; updated test for EIA API handling. [PR 820](https://github.com/NatLabRockies/H2Integrate/pull/820) - Change commodity in DRI and EAF model from pig iron to sponge iron based on likely carbon content [PR 670](https://github.com/NatLabRockies/H2Integrate/pull/670) - Bugfix for round-trip efficiency handling when calling `check_inputs` around `StoragePerformanceModel` [PR 684](https://github.com/NatLabRockies/H2Integrate/pull/684) @@ -80,6 +79,7 @@ - Added a thermal-nuclear (light-water reactor) model and a high-temperature steam electrolysis model. [PR 807](https://github.com/NatLabRockies/H2Integrate/pull/807) - Fixed docs build warnings by correcting inline-literal docstring markup etc, also enabled warning-as-error in the shared docs build script to minimize number of future warnings. [PR 821](https://github.com/NatLabRockies/H2Integrate/pull/821) - Updated edge attribute `commodity` of in `H2Integrate.create_technology_graph` to use lists instead of strings to account for systems with multiple commodities connected between two technologies [PR 823](https://github.com/NatLabRockies/H2Integrate/pull/823) +- Add `PySAMWavePerformanceModel` and `WaveResource` to wrap PySAM MhkWave as an H2I performance model, replacing the HOPP wave module in example 09. [PR 825](https://github.com/NatLabRockies/H2Integrate/pull/825) ## 0.8 [April 15, 2026] diff --git a/resource_files/wave/Wave_resource_timeseries.csv b/resource_files/wave/Wave_resource_timeseries.csv deleted file mode 100644 index 1628dffee..000000000 --- a/resource_files/wave/Wave_resource_timeseries.csv +++ /dev/null @@ -1,2923 +0,0 @@ -Source,Location ID,Jurisdiction,Latitude,Longitude,Time Zone,Local Time Zone,Distance to Shore,Directionality Coefficient,Energy Period,Maximum Energy Direction,Mean Absolute Period,Mean Wave Direction,Mean Zero-Crossing Period,Omni-Directional Wave Power,Peak Period,Significant Wave Height,Spectral Width,Water Depth,Version -PacWave East,576280,Oregon,44.6899 N,124.1346 W,0,-7,0,-,s,deg,s,deg,s,W/m,s,m,-,0,v1.0.0 -wave height,wave period,Year,Month,Day,Hour,Minute,,,,,,,,,,,,, -3.96809,9.0372,2010,1,1,0,0,,,,,,,,,,,,, -4.14,9.1737,2010,1,1,3,0,,,,,,,,,,,,, -5.1725,9.3227,2010,1,1,6,0,,,,,,,,,,,,, -6.73865,10.4141,2010,1,1,9,0,,,,,,,,,,,,, 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-7.48962,12.5283,2010,1,18,9,0,,,,,,,,,,,,, -6.56518,12.8116,2010,1,18,12,0,,,,,,,,,,,,, -5.82954,12.9901,2010,1,18,15,0,,,,,,,,,,,,, -5.21643,13.1286,2010,1,18,18,0,,,,,,,,,,,,, -5.00612,12.4793,2010,1,18,21,0,,,,,,,,,,,,, -5.78359,11.0111,2010,1,19,0,0,,,,,,,,,,,,, -6.31668,11.2111,2010,1,19,3,0,,,,,,,,,,,,, -6.0784,11.9124,2010,1,19,6,0,,,,,,,,,,,,, -5.86291,12.0249,2010,1,19,9,0,,,,,,,,,,,,, -5.61883,12.0527,2010,1,19,12,0,,,,,,,,,,,,, -5.69518,11.5736,2010,1,19,15,0,,,,,,,,,,,,, -5.66715,11.3672,2010,1,19,18,0,,,,,,,,,,,,, -5.98695,11.3621,2010,1,19,21,0,,,,,,,,,,,,, -6.57393,11.7381,2010,1,20,0,0,,,,,,,,,,,,, -6.6602,12.1589,2010,1,20,3,0,,,,,,,,,,,,, -6.20743,12.3072,2010,1,20,6,0,,,,,,,,,,,,, -5.74148,12.2576,2010,1,20,9,0,,,,,,,,,,,,, -5.40309,12.1704,2010,1,20,12,0,,,,,,,,,,,,, -5.0859,12.1017,2010,1,20,15,0,,,,,,,,,,,,, -4.74806,12.0798,2010,1,20,18,0,,,,,,,,,,,,, -4.40951,12.0183,2010,1,20,21,0,,,,,,,,,,,,, -4.14221,11.8173,2010,1,21,0,0,,,,,,,,,,,,, -3.99769,11.402,2010,1,21,3,0,,,,,,,,,,,,, -4.02067,10.8397,2010,1,21,6,0,,,,,,,,,,,,, -4.07227,10.5065,2010,1,21,9,0,,,,,,,,,,,,, -3.95972,10.5311,2010,1,21,12,0,,,,,,,,,,,,, -3.82822,10.6145,2010,1,21,15,0,,,,,,,,,,,,, -3.72807,10.6642,2010,1,21,18,0,,,,,,,,,,,,, -3.66417,10.5822,2010,1,21,21,0,,,,,,,,,,,,, -3.76743,10.2145,2010,1,22,0,0,,,,,,,,,,,,, -3.87017,10.2291,2010,1,22,3,0,,,,,,,,,,,,, -3.7308,10.4856,2010,1,22,6,0,,,,,,,,,,,,, -3.7459,11.0576,2010,1,22,9,0,,,,,,,,,,,,, -4.08367,12.0615,2010,1,22,12,0,,,,,,,,,,,,, -4.49988,12.8386,2010,1,22,15,0,,,,,,,,,,,,, -4.80562,12.7449,2010,1,22,18,0,,,,,,,,,,,,, -4.74807,12.4858,2010,1,22,21,0,,,,,,,,,,,,, -4.42043,12.2947,2010,1,23,0,0,,,,,,,,,,,,, -4.15185,11.9246,2010,1,23,3,0,,,,,,,,,,,,, -3.92823,11.5499,2010,1,23,6,0,,,,,,,,,,,,, -3.70808,11.289,2010,1,23,9,0,,,,,,,,,,,,, -3.49312,11.0297,2010,1,23,12,0,,,,,,,,,,,,, -3.28303,10.8001,2010,1,23,15,0,,,,,,,,,,,,, -3.09555,10.6209,2010,1,23,18,0,,,,,,,,,,,,, -2.91258,10.4774,2010,1,23,21,0,,,,,,,,,,,,, -2.73031,10.3483,2010,1,24,0,0,,,,,,,,,,,,, -2.87215,9.0078,2010,1,24,3,0,,,,,,,,,,,,, -3.62965,7.8989,2010,1,24,6,0,,,,,,,,,,,,, -4.90233,8.273,2010,1,24,9,0,,,,,,,,,,,,, -5.12502,8.766,2010,1,24,12,0,,,,,,,,,,,,, -4.92984,8.8743,2010,1,24,15,0,,,,,,,,,,,,, -4.80719,9.3678,2010,1,24,18,0,,,,,,,,,,,,, -4.79228,9.4301,2010,1,24,21,0,,,,,,,,,,,,, -5.36205,9.6947,2010,1,25,0,0,,,,,,,,,,,,, -6.91806,11.7073,2010,1,25,3,0,,,,,,,,,,,,, -9.06609,13.3289,2010,1,25,6,0,,,,,,,,,,,,, -9.41788,13.2841,2010,1,25,9,0,,,,,,,,,,,,, -8.69214,13.0484,2010,1,25,12,0,,,,,,,,,,,,, -7.77076,12.7559,2010,1,25,15,0,,,,,,,,,,,,, -6.88872,12.4047,2010,1,25,18,0,,,,,,,,,,,,, -6.11637,11.964,2010,1,25,21,0,,,,,,,,,,,,, -5.44602,11.54,2010,1,26,0,0,,,,,,,,,,,,, -4.92977,11.1954,2010,1,26,3,0,,,,,,,,,,,,, -4.47632,10.8797,2010,1,26,6,0,,,,,,,,,,,,, -4.07634,10.6144,2010,1,26,9,0,,,,,,,,,,,,, -3.73103,10.4188,2010,1,26,12,0,,,,,,,,,,,,, -3.4343,10.2638,2010,1,26,15,0,,,,,,,,,,,,, -3.18748,10.141,2010,1,26,18,0,,,,,,,,,,,,, -2.9682,10.0468,2010,1,26,21,0,,,,,,,,,,,,, -2.76862,9.9773,2010,1,27,0,0,,,,,,,,,,,,, -2.59617,9.9489,2010,1,27,3,0,,,,,,,,,,,,, -2.44622,9.9815,2010,1,27,6,0,,,,,,,,,,,,, -2.34106,9.9641,2010,1,27,9,0,,,,,,,,,,,,, -2.30603,9.8589,2010,1,27,12,0,,,,,,,,,,,,, -2.44986,9.0167,2010,1,27,15,0,,,,,,,,,,,,, -2.66906,8.1284,2010,1,27,18,0,,,,,,,,,,,,, -3.04422,7.6589,2010,1,27,21,0,,,,,,,,,,,,, -3.34097,7.9698,2010,1,28,0,0,,,,,,,,,,,,, -3.89401,8.3828,2010,1,28,3,0,,,,,,,,,,,,, -4.2095,8.8642,2010,1,28,6,0,,,,,,,,,,,,, -4.54081,9.2356,2010,1,28,9,0,,,,,,,,,,,,, -4.61623,9.5693,2010,1,28,12,0,,,,,,,,,,,,, -4.5088,9.5984,2010,1,28,15,0,,,,,,,,,,,,, -4.70023,9.4872,2010,1,28,18,0,,,,,,,,,,,,, -5.283,9.6692,2010,1,28,21,0,,,,,,,,,,,,, -5.61345,10.3616,2010,1,29,0,0,,,,,,,,,,,,, -5.47024,10.9906,2010,1,29,3,0,,,,,,,,,,,,, -5.14797,11.3751,2010,1,29,6,0,,,,,,,,,,,,, -4.9459,11.4121,2010,1,29,9,0,,,,,,,,,,,,, -4.80127,11.3014,2010,1,29,12,0,,,,,,,,,,,,, -4.82321,10.8557,2010,1,29,15,0,,,,,,,,,,,,, -4.73144,10.7028,2010,1,29,18,0,,,,,,,,,,,,, -4.605,10.5336,2010,1,29,21,0,,,,,,,,,,,,, -4.31937,10.7594,2010,1,30,0,0,,,,,,,,,,,,, -4.14717,11.0176,2010,1,30,3,0,,,,,,,,,,,,, -4.0703,11.35,2010,1,30,6,0,,,,,,,,,,,,, -3.96807,11.6053,2010,1,30,9,0,,,,,,,,,,,,, -3.81008,11.7177,2010,1,30,12,0,,,,,,,,,,,,, -3.62642,11.6934,2010,1,30,15,0,,,,,,,,,,,,, -3.44136,11.5621,2010,1,30,18,0,,,,,,,,,,,,, -3.24853,11.3204,2010,1,30,21,0,,,,,,,,,,,,, -3.03767,11.007,2010,1,31,0,0,,,,,,,,,,,,, -2.80668,10.6642,2010,1,31,3,0,,,,,,,,,,,,, -2.5702,10.3257,2010,1,31,6,0,,,,,,,,,,,,, -2.34245,10.0186,2010,1,31,9,0,,,,,,,,,,,,, -2.14857,9.6676,2010,1,31,12,0,,,,,,,,,,,,, -2.00959,9.0726,2010,1,31,15,0,,,,,,,,,,,,, -1.96747,8.11,2010,1,31,18,0,,,,,,,,,,,,, -2.15198,6.9968,2010,1,31,21,0,,,,,,,,,,,,, -2.42805,6.7006,2010,2,1,0,0,,,,,,,,,,,,, -2.81527,7.0236,2010,2,1,3,0,,,,,,,,,,,,, -2.87586,7.4457,2010,2,1,6,0,,,,,,,,,,,,, -2.71389,8.0171,2010,2,1,9,0,,,,,,,,,,,,, -2.63392,8.4452,2010,2,1,12,0,,,,,,,,,,,,, -2.59198,8.7629,2010,2,1,15,0,,,,,,,,,,,,, -2.60012,9.1122,2010,2,1,18,0,,,,,,,,,,,,, -2.82859,9.8219,2010,2,1,21,0,,,,,,,,,,,,, -3.44277,10.947,2010,2,2,0,0,,,,,,,,,,,,, -3.97534,11.1901,2010,2,2,3,0,,,,,,,,,,,,, -4.19791,10.8822,2010,2,2,6,0,,,,,,,,,,,,, -4.19157,10.2728,2010,2,2,9,0,,,,,,,,,,,,, -4.02858,9.7729,2010,2,2,12,0,,,,,,,,,,,,, -3.83193,9.3062,2010,2,2,15,0,,,,,,,,,,,,, -3.53061,9.1754,2010,2,2,18,0,,,,,,,,,,,,, -3.18051,9.0831,2010,2,2,21,0,,,,,,,,,,,,, -2.85376,9.0756,2010,2,3,0,0,,,,,,,,,,,,, -2.62987,9.0324,2010,2,3,3,0,,,,,,,,,,,,, -2.49427,9.0923,2010,2,3,6,0,,,,,,,,,,,,, -2.42624,9.2842,2010,2,3,9,0,,,,,,,,,,,,, -2.37118,9.5573,2010,2,3,12,0,,,,,,,,,,,,, -2.33618,9.9122,2010,2,3,15,0,,,,,,,,,,,,, -2.32565,10.3029,2010,2,3,18,0,,,,,,,,,,,,, -2.30752,10.5123,2010,2,3,21,0,,,,,,,,,,,,, -2.29886,10.4304,2010,2,4,0,0,,,,,,,,,,,,, -2.28727,10.1375,2010,2,4,3,0,,,,,,,,,,,,, -2.46147,8.8562,2010,2,4,6,0,,,,,,,,,,,,, -3.07435,7.5647,2010,2,4,9,0,,,,,,,,,,,,, -3.75384,7.642,2010,2,4,12,0,,,,,,,,,,,,, -4.39474,8.2784,2010,2,4,15,0,,,,,,,,,,,,, -5.43952,9.023,2010,2,4,18,0,,,,,,,,,,,,, -7.60395,10.499,2010,2,4,21,0,,,,,,,,,,,,, -8.2275,10.8711,2010,2,5,0,0,,,,,,,,,,,,, -7.987,10.6124,2010,2,5,3,0,,,,,,,,,,,,, -7.06571,10.7869,2010,2,5,6,0,,,,,,,,,,,,, -6.08301,10.5615,2010,2,5,9,0,,,,,,,,,,,,, -5.26167,10.1163,2010,2,5,12,0,,,,,,,,,,,,, -4.81688,9.7113,2010,2,5,15,0,,,,,,,,,,,,, -4.48189,9.4589,2010,2,5,18,0,,,,,,,,,,,,, -4.20037,9.4747,2010,2,5,21,0,,,,,,,,,,,,, -3.95288,9.7182,2010,2,6,0,0,,,,,,,,,,,,, -3.88085,9.9453,2010,2,6,3,0,,,,,,,,,,,,, -3.90092,10.2106,2010,2,6,6,0,,,,,,,,,,,,, -3.9193,10.345,2010,2,6,9,0,,,,,,,,,,,,, -3.93206,10.6262,2010,2,6,12,0,,,,,,,,,,,,, -3.89169,10.9762,2010,2,6,15,0,,,,,,,,,,,,, -3.9433,11.5217,2010,2,6,18,0,,,,,,,,,,,,, -4.07266,12.1162,2010,2,6,21,0,,,,,,,,,,,,, -4.2034,12.4138,2010,2,7,0,0,,,,,,,,,,,,, -4.49598,12.6293,2010,2,7,3,0,,,,,,,,,,,,, -4.61586,12.6117,2010,2,7,6,0,,,,,,,,,,,,, -4.44862,12.4993,2010,2,7,9,0,,,,,,,,,,,,, -4.12709,12.2793,2010,2,7,12,0,,,,,,,,,,,,, -3.75431,11.8431,2010,2,7,15,0,,,,,,,,,,,,, -3.39592,11.4337,2010,2,7,18,0,,,,,,,,,,,,, -3.11716,11.1225,2010,2,7,21,0,,,,,,,,,,,,, -3.0072,10.5726,2010,2,8,0,0,,,,,,,,,,,,, -3.02541,10.0301,2010,2,8,3,0,,,,,,,,,,,,, -3.17095,9.4964,2010,2,8,6,0,,,,,,,,,,,,, -3.0285,9.8746,2010,2,8,9,0,,,,,,,,,,,,, -2.86893,9.851,2010,2,8,12,0,,,,,,,,,,,,, -2.71663,9.7073,2010,2,8,15,0,,,,,,,,,,,,, -2.54403,9.5463,2010,2,8,18,0,,,,,,,,,,,,, -2.50313,9.2403,2010,2,8,21,0,,,,,,,,,,,,, -2.6649,9.4033,2010,2,9,0,0,,,,,,,,,,,,, -2.82705,9.5965,2010,2,9,3,0,,,,,,,,,,,,, -2.839,9.6953,2010,2,9,6,0,,,,,,,,,,,,, -2.7916,9.6501,2010,2,9,9,0,,,,,,,,,,,,, -2.73701,9.6515,2010,2,9,12,0,,,,,,,,,,,,, -2.65999,9.7974,2010,2,9,15,0,,,,,,,,,,,,, -2.57017,9.8723,2010,2,9,18,0,,,,,,,,,,,,, -2.4681,9.8993,2010,2,9,21,0,,,,,,,,,,,,, -2.33985,9.8759,2010,2,10,0,0,,,,,,,,,,,,, -2.16958,9.7511,2010,2,10,3,0,,,,,,,,,,,,, -2.10063,8.6424,2010,2,10,6,0,,,,,,,,,,,,, -2.58729,6.956,2010,2,10,9,0,,,,,,,,,,,,, -3.65415,7.6271,2010,2,10,12,0,,,,,,,,,,,,, -3.93559,8.9434,2010,2,10,15,0,,,,,,,,,,,,, -3.84804,9.9997,2010,2,10,18,0,,,,,,,,,,,,, -3.70619,10.4059,2010,2,10,21,0,,,,,,,,,,,,, -3.48635,10.4778,2010,2,11,0,0,,,,,,,,,,,,, -3.24015,10.3866,2010,2,11,3,0,,,,,,,,,,,,, -3.25355,9.5747,2010,2,11,6,0,,,,,,,,,,,,, -3.94509,8.6468,2010,2,11,9,0,,,,,,,,,,,,, -4.29971,9.1967,2010,2,11,12,0,,,,,,,,,,,,, -4.83737,9.9656,2010,2,11,15,0,,,,,,,,,,,,, -5.86737,10.4979,2010,2,11,18,0,,,,,,,,,,,,, -5.99166,11.2205,2010,2,11,21,0,,,,,,,,,,,,, -5.91239,11.5276,2010,2,12,0,0,,,,,,,,,,,,, -5.81528,12.1667,2010,2,12,3,0,,,,,,,,,,,,, -5.69666,12.6422,2010,2,12,6,0,,,,,,,,,,,,, -5.96691,11.9076,2010,2,12,9,0,,,,,,,,,,,,, -6.654,11.0832,2010,2,12,12,0,,,,,,,,,,,,, -6.66493,11.0324,2010,2,12,15,0,,,,,,,,,,,,, -7.00022,11.058,2010,2,12,18,0,,,,,,,,,,,,, -7.69918,11.5226,2010,2,12,21,0,,,,,,,,,,,,, -7.77094,13.0329,2010,2,13,0,0,,,,,,,,,,,,, -7.93771,14.0519,2010,2,13,3,0,,,,,,,,,,,,, -7.56252,13.9102,2010,2,13,6,0,,,,,,,,,,,,, -7.24758,12.7969,2010,2,13,9,0,,,,,,,,,,,,, -7.01718,11.934,2010,2,13,12,0,,,,,,,,,,,,, -7.01537,11.7119,2010,2,13,15,0,,,,,,,,,,,,, -6.71846,11.8133,2010,2,13,18,0,,,,,,,,,,,,, -6.30011,12.0098,2010,2,13,21,0,,,,,,,,,,,,, -6.94521,13.8731,2010,2,14,0,0,,,,,,,,,,,,, -7.50942,14.6573,2010,2,14,3,0,,,,,,,,,,,,, -7.30316,14.303,2010,2,14,6,0,,,,,,,,,,,,, -6.99818,13.8341,2010,2,14,9,0,,,,,,,,,,,,, -6.69228,13.5149,2010,2,14,12,0,,,,,,,,,,,,, -6.34159,13.3164,2010,2,14,15,0,,,,,,,,,,,,, -6.02975,13.1905,2010,2,14,18,0,,,,,,,,,,,,, -5.73926,13.058,2010,2,14,21,0,,,,,,,,,,,,, -5.41967,12.8902,2010,2,15,0,0,,,,,,,,,,,,, -5.07795,12.718,2010,2,15,3,0,,,,,,,,,,,,, -4.74561,12.4618,2010,2,15,6,0,,,,,,,,,,,,, -4.45373,12.0441,2010,2,15,9,0,,,,,,,,,,,,, -4.21403,11.383,2010,2,15,12,0,,,,,,,,,,,,, -4.20788,10.2302,2010,2,15,15,0,,,,,,,,,,,,, -4.29737,9.4337,2010,2,15,18,0,,,,,,,,,,,,, -4.6818,9.1392,2010,2,15,21,0,,,,,,,,,,,,, -4.47206,9.5531,2010,2,16,0,0,,,,,,,,,,,,, -4.04563,10.0193,2010,2,16,3,0,,,,,,,,,,,,, -3.85491,10.0363,2010,2,16,6,0,,,,,,,,,,,,, -3.81027,10.3026,2010,2,16,9,0,,,,,,,,,,,,, -3.96117,10.7161,2010,2,16,12,0,,,,,,,,,,,,, -4.02647,10.8955,2010,2,16,15,0,,,,,,,,,,,,, -3.8769,10.7889,2010,2,16,18,0,,,,,,,,,,,,, -3.64046,10.6418,2010,2,16,21,0,,,,,,,,,,,,, -3.40578,10.5439,2010,2,17,0,0,,,,,,,,,,,,, -3.16446,10.4981,2010,2,17,3,0,,,,,,,,,,,,, -2.92262,10.3991,2010,2,17,6,0,,,,,,,,,,,,, -2.70381,10.1904,2010,2,17,9,0,,,,,,,,,,,,, -2.54657,9.6685,2010,2,17,12,0,,,,,,,,,,,,, -2.43349,9.1323,2010,2,17,15,0,,,,,,,,,,,,, -2.34294,8.9675,2010,2,17,18,0,,,,,,,,,,,,, -2.29753,9.3122,2010,2,17,21,0,,,,,,,,,,,,, -2.4035,10.0157,2010,2,18,0,0,,,,,,,,,,,,, -2.64789,10.5758,2010,2,18,3,0,,,,,,,,,,,,, -2.85983,10.4044,2010,2,18,6,0,,,,,,,,,,,,, -2.82853,10.0828,2010,2,18,9,0,,,,,,,,,,,,, -2.6878,9.6411,2010,2,18,12,0,,,,,,,,,,,,, -2.58555,9.3484,2010,2,18,15,0,,,,,,,,,,,,, -2.65336,9.2998,2010,2,18,18,0,,,,,,,,,,,,, -2.82931,9.7385,2010,2,18,21,0,,,,,,,,,,,,, -3.05702,10.1895,2010,2,19,0,0,,,,,,,,,,,,, -3.16959,10.3646,2010,2,19,3,0,,,,,,,,,,,,, -3.18634,10.2706,2010,2,19,6,0,,,,,,,,,,,,, -3.19145,10.5911,2010,2,19,9,0,,,,,,,,,,,,, -3.28518,11.3185,2010,2,19,12,0,,,,,,,,,,,,, -3.34315,11.7296,2010,2,19,15,0,,,,,,,,,,,,, -3.26771,11.7388,2010,2,19,18,0,,,,,,,,,,,,, -3.14547,11.6671,2010,2,19,21,0,,,,,,,,,,,,, -3.02378,11.5151,2010,2,20,0,0,,,,,,,,,,,,, -2.89136,11.2452,2010,2,20,3,0,,,,,,,,,,,,, -2.73131,10.9117,2010,2,20,6,0,,,,,,,,,,,,, -2.55671,10.568,2010,2,20,9,0,,,,,,,,,,,,, -2.38371,10.1868,2010,2,20,12,0,,,,,,,,,,,,, -2.21177,9.84,2010,2,20,15,0,,,,,,,,,,,,, -2.03266,9.5952,2010,2,20,18,0,,,,,,,,,,,,, -1.8697,9.5371,2010,2,20,21,0,,,,,,,,,,,,, -1.78128,9.8053,2010,2,21,0,0,,,,,,,,,,,,, -1.84404,10.4021,2010,2,21,3,0,,,,,,,,,,,,, -2.07432,10.9729,2010,2,21,6,0,,,,,,,,,,,,, -2.31336,11.6087,2010,2,21,9,0,,,,,,,,,,,,, -2.50597,12.0621,2010,2,21,12,0,,,,,,,,,,,,, -2.70016,12.2134,2010,2,21,15,0,,,,,,,,,,,,, -2.85101,12.2117,2010,2,21,18,0,,,,,,,,,,,,, -2.98384,12.1069,2010,2,21,21,0,,,,,,,,,,,,, -3.09654,11.9168,2010,2,22,0,0,,,,,,,,,,,,, -3.18114,11.6388,2010,2,22,3,0,,,,,,,,,,,,, -3.25011,11.1396,2010,2,22,6,0,,,,,,,,,,,,, -3.1954,10.5845,2010,2,22,9,0,,,,,,,,,,,,, -3.13227,9.6005,2010,2,22,12,0,,,,,,,,,,,,, -3.2283,8.6103,2010,2,22,15,0,,,,,,,,,,,,, -3.66829,8.2208,2010,2,22,18,0,,,,,,,,,,,,, -4.10134,8.6194,2010,2,22,21,0,,,,,,,,,,,,, -3.53569,9.1087,2010,2,23,0,0,,,,,,,,,,,,, -3.07546,9.1545,2010,2,23,3,0,,,,,,,,,,,,, -2.81762,9.2772,2010,2,23,6,0,,,,,,,,,,,,, -2.71415,9.7759,2010,2,23,9,0,,,,,,,,,,,,, -2.74835,10.5355,2010,2,23,12,0,,,,,,,,,,,,, -2.95045,10.9457,2010,2,23,15,0,,,,,,,,,,,,, -3.14031,11.5242,2010,2,23,18,0,,,,,,,,,,,,, -3.3546,12.1019,2010,2,23,21,0,,,,,,,,,,,,, -3.53395,12.5352,2010,2,24,0,0,,,,,,,,,,,,, -3.76436,12.6487,2010,2,24,3,0,,,,,,,,,,,,, -3.91737,12.5096,2010,2,24,6,0,,,,,,,,,,,,, -3.9324,11.9853,2010,2,24,9,0,,,,,,,,,,,,, -3.79109,11.4845,2010,2,24,12,0,,,,,,,,,,,,, -3.60853,11.0309,2010,2,24,15,0,,,,,,,,,,,,, -3.48885,10.6076,2010,2,24,18,0,,,,,,,,,,,,, -3.42656,10.1103,2010,2,24,21,0,,,,,,,,,,,,, -3.44768,9.7291,2010,2,25,0,0,,,,,,,,,,,,, -3.40756,9.661,2010,2,25,3,0,,,,,,,,,,,,, -3.31938,9.6477,2010,2,25,6,0,,,,,,,,,,,,, -3.22505,9.7056,2010,2,25,9,0,,,,,,,,,,,,, -3.19446,9.8427,2010,2,25,12,0,,,,,,,,,,,,, -3.11473,9.8201,2010,2,25,15,0,,,,,,,,,,,,, -3.01423,9.3382,2010,2,25,18,0,,,,,,,,,,,,, -3.44231,7.9923,2010,2,25,21,0,,,,,,,,,,,,, -4.24335,7.7898,2010,2,26,0,0,,,,,,,,,,,,, -4.30659,8.2048,2010,2,26,3,0,,,,,,,,,,,,, -4.07228,8.5815,2010,2,26,6,0,,,,,,,,,,,,, -3.87515,8.8977,2010,2,26,9,0,,,,,,,,,,,,, -3.6628,9.2052,2010,2,26,12,0,,,,,,,,,,,,, -3.54738,9.5403,2010,2,26,15,0,,,,,,,,,,,,, -3.48577,9.775,2010,2,26,18,0,,,,,,,,,,,,, -3.40463,9.9881,2010,2,26,21,0,,,,,,,,,,,,, -3.35421,10.2065,2010,2,27,0,0,,,,,,,,,,,,, -3.34202,10.4302,2010,2,27,3,0,,,,,,,,,,,,, -3.37486,10.7679,2010,2,27,6,0,,,,,,,,,,,,, -3.65414,11.4816,2010,2,27,9,0,,,,,,,,,,,,, -4.20248,12.7891,2010,2,27,12,0,,,,,,,,,,,,, -4.40777,13.1355,2010,2,27,15,0,,,,,,,,,,,,, -4.17582,12.6972,2010,2,27,18,0,,,,,,,,,,,,, -4.15314,11.9597,2010,2,27,21,0,,,,,,,,,,,,, -4.17799,11.271,2010,2,28,0,0,,,,,,,,,,,,, -3.89598,10.8561,2010,2,28,3,0,,,,,,,,,,,,, -3.55303,10.563,2010,2,28,6,0,,,,,,,,,,,,, -3.23905,10.3281,2010,2,28,9,0,,,,,,,,,,,,, -2.96602,9.9642,2010,2,28,12,0,,,,,,,,,,,,, -2.80359,9.1853,2010,2,28,15,0,,,,,,,,,,,,, -2.75204,8.308,2010,2,28,18,0,,,,,,,,,,,,, -2.86801,7.7531,2010,2,28,21,0,,,,,,,,,,,,, -3.04583,8.1085,2010,3,1,0,0,,,,,,,,,,,,, -3.52447,8.9109,2010,3,1,3,0,,,,,,,,,,,,, -4.25744,9.6209,2010,3,1,6,0,,,,,,,,,,,,, -4.82274,10.2822,2010,3,1,9,0,,,,,,,,,,,,, -5.03524,10.9003,2010,3,1,12,0,,,,,,,,,,,,, -5.11617,11.4979,2010,3,1,15,0,,,,,,,,,,,,, -5.22949,12.3093,2010,3,1,18,0,,,,,,,,,,,,, -5.29512,13.2249,2010,3,1,21,0,,,,,,,,,,,,, -5.43924,13.8951,2010,3,2,0,0,,,,,,,,,,,,, -5.60733,14.2574,2010,3,2,3,0,,,,,,,,,,,,, -5.6377,14.2739,2010,3,2,6,0,,,,,,,,,,,,, -5.49465,13.9624,2010,3,2,9,0,,,,,,,,,,,,, -5.17436,13.4468,2010,3,2,12,0,,,,,,,,,,,,, -4.74868,12.7893,2010,3,2,15,0,,,,,,,,,,,,, -4.37803,11.7148,2010,3,2,18,0,,,,,,,,,,,,, -4.41463,10.301,2010,3,2,21,0,,,,,,,,,,,,, -4.26977,10.2269,2010,3,3,0,0,,,,,,,,,,,,, -4.31659,10.3943,2010,3,3,3,0,,,,,,,,,,,,, -4.47444,10.9094,2010,3,3,6,0,,,,,,,,,,,,, -4.59358,11.334,2010,3,3,9,0,,,,,,,,,,,,, -4.5474,11.4318,2010,3,3,12,0,,,,,,,,,,,,, -4.21083,11.1975,2010,3,3,15,0,,,,,,,,,,,,, -3.77272,10.89,2010,3,3,18,0,,,,,,,,,,,,, -3.42665,10.6215,2010,3,3,21,0,,,,,,,,,,,,, -3.16644,10.4587,2010,3,4,0,0,,,,,,,,,,,,, -2.97158,10.4312,2010,3,4,3,0,,,,,,,,,,,,, -2.81438,10.3253,2010,3,4,6,0,,,,,,,,,,,,, -2.64603,10.199,2010,3,4,9,0,,,,,,,,,,,,, -2.46291,10.0874,2010,3,4,12,0,,,,,,,,,,,,, -2.29894,10.164,2010,3,4,15,0,,,,,,,,,,,,, -2.29318,10.43,2010,3,4,18,0,,,,,,,,,,,,, -2.83649,9.7193,2010,3,4,21,0,,,,,,,,,,,,, -3.54355,10.5458,2010,3,5,0,0,,,,,,,,,,,,, -4.01881,12.3887,2010,3,5,3,0,,,,,,,,,,,,, -4.96256,11.6458,2010,3,5,6,0,,,,,,,,,,,,, -5.55859,11.6058,2010,3,5,9,0,,,,,,,,,,,,, -5.42073,11.4518,2010,3,5,12,0,,,,,,,,,,,,, -5.01568,11.0582,2010,3,5,15,0,,,,,,,,,,,,, -4.67344,10.7458,2010,3,5,18,0,,,,,,,,,,,,, -4.17505,10.891,2010,3,5,21,0,,,,,,,,,,,,, -3.6787,11.1779,2010,3,6,0,0,,,,,,,,,,,,, -3.34213,11.3414,2010,3,6,3,0,,,,,,,,,,,,, -3.13865,11.3939,2010,3,6,6,0,,,,,,,,,,,,, -2.97632,11.2497,2010,3,6,9,0,,,,,,,,,,,,, -2.78947,11.0209,2010,3,6,12,0,,,,,,,,,,,,, -2.60097,10.8522,2010,3,6,15,0,,,,,,,,,,,,, -2.44207,10.7755,2010,3,6,18,0,,,,,,,,,,,,, -2.33675,10.8167,2010,3,6,21,0,,,,,,,,,,,,, -2.30999,11.1611,2010,3,7,0,0,,,,,,,,,,,,, -2.43611,12.3671,2010,3,7,3,0,,,,,,,,,,,,, -2.88443,14.0733,2010,3,7,6,0,,,,,,,,,,,,, -3.51498,14.85,2010,3,7,9,0,,,,,,,,,,,,, -4.03833,14.3463,2010,3,7,12,0,,,,,,,,,,,,, -4.29602,13.5228,2010,3,7,15,0,,,,,,,,,,,,, -4.1352,13.096,2010,3,7,18,0,,,,,,,,,,,,, -3.87981,12.7692,2010,3,7,21,0,,,,,,,,,,,,, -3.72626,12.2039,2010,3,8,0,0,,,,,,,,,,,,, -4.00722,10.7612,2010,3,8,3,0,,,,,,,,,,,,, -4.86643,9.5061,2010,3,8,6,0,,,,,,,,,,,,, -4.85523,9.8007,2010,3,8,9,0,,,,,,,,,,,,, -4.47925,9.8763,2010,3,8,12,0,,,,,,,,,,,,, -4.05865,10.0096,2010,3,8,15,0,,,,,,,,,,,,, -3.65949,10.2667,2010,3,8,18,0,,,,,,,,,,,,, -3.39108,10.5307,2010,3,8,21,0,,,,,,,,,,,,, -3.1856,10.7378,2010,3,9,0,0,,,,,,,,,,,,, -2.98801,10.8639,2010,3,9,3,0,,,,,,,,,,,,, -2.82001,10.6618,2010,3,9,6,0,,,,,,,,,,,,, -2.96519,9.3323,2010,3,9,9,0,,,,,,,,,,,,, -3.97872,8.6816,2010,3,9,12,0,,,,,,,,,,,,, -5.68939,9.8888,2010,3,9,15,0,,,,,,,,,,,,, -6.54702,11.6491,2010,3,9,18,0,,,,,,,,,,,,, -7.30695,11.9865,2010,3,9,21,0,,,,,,,,,,,,, -7.18411,12.0163,2010,3,10,0,0,,,,,,,,,,,,, -6.63321,12.0823,2010,3,10,3,0,,,,,,,,,,,,, -6.07362,12.2225,2010,3,10,6,0,,,,,,,,,,,,, -5.62132,12.2789,2010,3,10,9,0,,,,,,,,,,,,, -5.21925,12.2152,2010,3,10,12,0,,,,,,,,,,,,, -4.82902,12.1101,2010,3,10,15,0,,,,,,,,,,,,, -4.56112,11.4514,2010,3,10,18,0,,,,,,,,,,,,, -4.98873,9.9236,2010,3,10,21,0,,,,,,,,,,,,, -5.67156,9.6117,2010,3,11,0,0,,,,,,,,,,,,, -5.87968,9.963,2010,3,11,3,0,,,,,,,,,,,,, -5.52321,10.573,2010,3,11,6,0,,,,,,,,,,,,, -5.4066,11.2515,2010,3,11,9,0,,,,,,,,,,,,, -6.06606,12.6203,2010,3,11,12,0,,,,,,,,,,,,, -6.89351,13.4732,2010,3,11,15,0,,,,,,,,,,,,, -6.69925,13.4749,2010,3,11,18,0,,,,,,,,,,,,, -6.41614,13.3972,2010,3,11,21,0,,,,,,,,,,,,, -6.36713,13.4583,2010,3,12,0,0,,,,,,,,,,,,, -6.14208,13.3133,2010,3,12,3,0,,,,,,,,,,,,, -5.89969,13.2145,2010,3,12,6,0,,,,,,,,,,,,, -5.65228,12.6966,2010,3,12,9,0,,,,,,,,,,,,, -6.07697,11.108,2010,3,12,12,0,,,,,,,,,,,,, -6.37547,10.5456,2010,3,12,15,0,,,,,,,,,,,,, -6.19147,10.3404,2010,3,12,18,0,,,,,,,,,,,,, -6.15566,10.2034,2010,3,12,21,0,,,,,,,,,,,,, -6.35763,10.3089,2010,3,13,0,0,,,,,,,,,,,,, -6.02187,10.6933,2010,3,13,3,0,,,,,,,,,,,,, -5.62988,11.0549,2010,3,13,6,0,,,,,,,,,,,,, -5.21678,11.3163,2010,3,13,9,0,,,,,,,,,,,,, -4.77455,11.2552,2010,3,13,12,0,,,,,,,,,,,,, -4.33001,10.9454,2010,3,13,15,0,,,,,,,,,,,,, -3.97798,10.2597,2010,3,13,18,0,,,,,,,,,,,,, -3.89374,9.1689,2010,3,13,21,0,,,,,,,,,,,,, -4.10181,8.6543,2010,3,14,0,0,,,,,,,,,,,,, -4.60345,8.9138,2010,3,14,3,0,,,,,,,,,,,,, -4.97528,9.3641,2010,3,14,6,0,,,,,,,,,,,,, -5.34482,9.6207,2010,3,14,9,0,,,,,,,,,,,,, -5.39317,9.8592,2010,3,14,12,0,,,,,,,,,,,,, -5.44189,9.8904,2010,3,14,15,0,,,,,,,,,,,,, -5.57137,9.922,2010,3,14,18,0,,,,,,,,,,,,, -5.57115,9.94,2010,3,14,21,0,,,,,,,,,,,,, -5.23413,10.1926,2010,3,15,0,0,,,,,,,,,,,,, -4.70034,10.3885,2010,3,15,3,0,,,,,,,,,,,,, -4.33881,10.6668,2010,3,15,6,0,,,,,,,,,,,,, -4.21654,11.3178,2010,3,15,9,0,,,,,,,,,,,,, -4.3165,12.2652,2010,3,15,12,0,,,,,,,,,,,,, -4.53481,13.1357,2010,3,15,15,0,,,,,,,,,,,,, -4.70747,13.6274,2010,3,15,18,0,,,,,,,,,,,,, -4.74855,13.624,2010,3,15,21,0,,,,,,,,,,,,, -5.01392,12.6436,2010,3,16,0,0,,,,,,,,,,,,, -5.33121,11.842,2010,3,16,3,0,,,,,,,,,,,,, -5.83626,11.0007,2010,3,16,6,0,,,,,,,,,,,,, -6.04475,10.6552,2010,3,16,9,0,,,,,,,,,,,,, -6.38505,10.3538,2010,3,16,12,0,,,,,,,,,,,,, -8.69592,10.7273,2010,3,16,15,0,,,,,,,,,,,,, -9.64996,12.1276,2010,3,16,18,0,,,,,,,,,,,,, -8.20958,11.9745,2010,3,16,21,0,,,,,,,,,,,,, -7.6577,11.9748,2010,3,17,0,0,,,,,,,,,,,,, -6.72579,11.6695,2010,3,17,3,0,,,,,,,,,,,,, -5.98641,11.5043,2010,3,17,6,0,,,,,,,,,,,,, -5.33239,11.2473,2010,3,17,9,0,,,,,,,,,,,,, -4.68865,10.8758,2010,3,17,12,0,,,,,,,,,,,,, -4.11549,10.524,2010,3,17,15,0,,,,,,,,,,,,, -3.64915,10.2361,2010,3,17,18,0,,,,,,,,,,,,, -3.27979,9.9979,2010,3,17,21,0,,,,,,,,,,,,, -2.97617,9.8082,2010,3,18,0,0,,,,,,,,,,,,, -2.72104,9.677,2010,3,18,3,0,,,,,,,,,,,,, -2.50492,9.5639,2010,3,18,6,0,,,,,,,,,,,,, -2.3044,9.4525,2010,3,18,9,0,,,,,,,,,,,,, -2.11929,9.2979,2010,3,18,12,0,,,,,,,,,,,,, -1.95011,9.0959,2010,3,18,15,0,,,,,,,,,,,,, -1.82278,8.7246,2010,3,18,18,0,,,,,,,,,,,,, -1.74042,8.3023,2010,3,18,21,0,,,,,,,,,,,,, -1.63225,8.2878,2010,3,19,0,0,,,,,,,,,,,,, -1.65212,8.0804,2010,3,19,3,0,,,,,,,,,,,,, -1.81863,8.0671,2010,3,19,6,0,,,,,,,,,,,,, -2.02454,8.4146,2010,3,19,9,0,,,,,,,,,,,,, -2.21849,8.8073,2010,3,19,12,0,,,,,,,,,,,,, -2.35565,9.1806,2010,3,19,15,0,,,,,,,,,,,,, -2.45121,9.3631,2010,3,19,18,0,,,,,,,,,,,,, -2.55563,9.2858,2010,3,19,21,0,,,,,,,,,,,,, -2.63528,9.1929,2010,3,20,0,0,,,,,,,,,,,,, -2.64462,9.1784,2010,3,20,3,0,,,,,,,,,,,,, -2.71984,8.9079,2010,3,20,6,0,,,,,,,,,,,,, -2.65285,9.0114,2010,3,20,9,0,,,,,,,,,,,,, -2.52076,9.1558,2010,3,20,12,0,,,,,,,,,,,,, -2.59544,8.663,2010,3,20,15,0,,,,,,,,,,,,, -2.85433,8.2277,2010,3,20,18,0,,,,,,,,,,,,, -3.68137,7.898,2010,3,20,21,0,,,,,,,,,,,,, -4.08184,8.642,2010,3,21,0,0,,,,,,,,,,,,, -4.0564,9.2838,2010,3,21,3,0,,,,,,,,,,,,, -3.9329,9.5169,2010,3,21,6,0,,,,,,,,,,,,, -3.6857,9.4774,2010,3,21,9,0,,,,,,,,,,,,, -3.51805,9.1141,2010,3,21,12,0,,,,,,,,,,,,, -3.2666,8.9773,2010,3,21,15,0,,,,,,,,,,,,, -3.20325,8.7431,2010,3,21,18,0,,,,,,,,,,,,, -3.19547,8.716,2010,3,21,21,0,,,,,,,,,,,,, -3.20777,8.7604,2010,3,22,0,0,,,,,,,,,,,,, -3.22517,8.8133,2010,3,22,3,0,,,,,,,,,,,,, -3.12356,9.071,2010,3,22,6,0,,,,,,,,,,,,, -3.00768,9.3768,2010,3,22,9,0,,,,,,,,,,,,, -2.9246,9.7425,2010,3,22,12,0,,,,,,,,,,,,, -2.82885,10.1515,2010,3,22,15,0,,,,,,,,,,,,, -2.71265,10.387,2010,3,22,18,0,,,,,,,,,,,,, -2.58183,10.4463,2010,3,22,21,0,,,,,,,,,,,,, -2.44411,10.541,2010,3,23,0,0,,,,,,,,,,,,, -2.32311,10.8785,2010,3,23,3,0,,,,,,,,,,,,, -2.22861,11.4171,2010,3,23,6,0,,,,,,,,,,,,, -2.14067,11.9678,2010,3,23,9,0,,,,,,,,,,,,, -2.05081,12.385,2010,3,23,12,0,,,,,,,,,,,,, -2.01268,12.7335,2010,3,23,15,0,,,,,,,,,,,,, -2.11865,13.2388,2010,3,23,18,0,,,,,,,,,,,,, -2.36435,13.5712,2010,3,23,21,0,,,,,,,,,,,,, -2.62077,13.8206,2010,3,24,0,0,,,,,,,,,,,,, -2.86019,13.771,2010,3,24,3,0,,,,,,,,,,,,, -3.08732,13.2782,2010,3,24,6,0,,,,,,,,,,,,, -3.31373,12.4326,2010,3,24,9,0,,,,,,,,,,,,, -3.50907,11.4662,2010,3,24,12,0,,,,,,,,,,,,, -3.79298,10.404,2010,3,24,15,0,,,,,,,,,,,,, -4.08308,9.8784,2010,3,24,18,0,,,,,,,,,,,,, -3.83099,10.1911,2010,3,24,21,0,,,,,,,,,,,,, -3.47796,10.2902,2010,3,25,0,0,,,,,,,,,,,,, -3.41128,9.6309,2010,3,25,3,0,,,,,,,,,,,,, -3.73545,9.3863,2010,3,25,6,0,,,,,,,,,,,,, -4.34578,10.1607,2010,3,25,9,0,,,,,,,,,,,,, -4.64515,10.2555,2010,3,25,12,0,,,,,,,,,,,,, -4.98176,10.0725,2010,3,25,15,0,,,,,,,,,,,,, -5.80683,9.9489,2010,3,25,18,0,,,,,,,,,,,,, -5.3257,9.7387,2010,3,25,21,0,,,,,,,,,,,,, -4.38419,9.5357,2010,3,26,0,0,,,,,,,,,,,,, -3.88692,8.9472,2010,3,26,3,0,,,,,,,,,,,,, -3.53971,8.5986,2010,3,26,6,0,,,,,,,,,,,,, -3.36027,8.4203,2010,3,26,9,0,,,,,,,,,,,,, -3.10375,8.552,2010,3,26,12,0,,,,,,,,,,,,, -2.86144,8.6813,2010,3,26,15,0,,,,,,,,,,,,, -2.71068,8.5305,2010,3,26,18,0,,,,,,,,,,,,, -2.70547,8.1869,2010,3,26,21,0,,,,,,,,,,,,, -2.70708,8.0797,2010,3,27,0,0,,,,,,,,,,,,, -2.64993,8.1753,2010,3,27,3,0,,,,,,,,,,,,, -2.67138,8.1329,2010,3,27,6,0,,,,,,,,,,,,, -2.87175,8.0127,2010,3,27,9,0,,,,,,,,,,,,, -3.2231,8.3118,2010,3,27,12,0,,,,,,,,,,,,, -3.61944,8.9178,2010,3,27,15,0,,,,,,,,,,,,, -4.4838,9.4406,2010,3,27,18,0,,,,,,,,,,,,, -5.64347,10.1068,2010,3,27,21,0,,,,,,,,,,,,, -6.88109,10.7086,2010,3,28,0,0,,,,,,,,,,,,, -6.79041,11.4771,2010,3,28,3,0,,,,,,,,,,,,, -6.42132,11.888,2010,3,28,6,0,,,,,,,,,,,,, -6.115,12.0268,2010,3,28,9,0,,,,,,,,,,,,, -5.80377,11.853,2010,3,28,12,0,,,,,,,,,,,,, -5.53434,11.5409,2010,3,28,15,0,,,,,,,,,,,,, -5.43322,10.784,2010,3,28,18,0,,,,,,,,,,,,, -6.21601,9.9517,2010,3,28,21,0,,,,,,,,,,,,, -7.15683,10.4988,2010,3,29,0,0,,,,,,,,,,,,, -7.84582,11.1925,2010,3,29,3,0,,,,,,,,,,,,, -7.16435,11.2344,2010,3,29,6,0,,,,,,,,,,,,, -6.98388,10.9747,2010,3,29,9,0,,,,,,,,,,,,, -6.8876,10.9274,2010,3,29,12,0,,,,,,,,,,,,, -7.04277,11.0176,2010,3,29,15,0,,,,,,,,,,,,, -7.33143,11.2465,2010,3,29,18,0,,,,,,,,,,,,, -7.40719,11.7715,2010,3,29,21,0,,,,,,,,,,,,, -7.31348,12.2898,2010,3,30,0,0,,,,,,,,,,,,, -7.18809,12.7485,2010,3,30,3,0,,,,,,,,,,,,, -7.18635,13.2248,2010,3,30,6,0,,,,,,,,,,,,, -7.19755,13.598,2010,3,30,9,0,,,,,,,,,,,,, -7.05068,13.7214,2010,3,30,12,0,,,,,,,,,,,,, -6.72282,13.6842,2010,3,30,15,0,,,,,,,,,,,,, -6.40215,13.5974,2010,3,30,18,0,,,,,,,,,,,,, -6.20601,13.4305,2010,3,30,21,0,,,,,,,,,,,,, -6.1638,13.242,2010,3,31,0,0,,,,,,,,,,,,, -6.07723,13.3191,2010,3,31,3,0,,,,,,,,,,,,, -5.92553,13.4285,2010,3,31,6,0,,,,,,,,,,,,, -5.72869,13.4519,2010,3,31,9,0,,,,,,,,,,,,, -5.53305,13.4029,2010,3,31,12,0,,,,,,,,,,,,, -5.35209,13.329,2010,3,31,15,0,,,,,,,,,,,,, -5.13911,13.2103,2010,3,31,18,0,,,,,,,,,,,,, -4.89881,13.0839,2010,3,31,21,0,,,,,,,,,,,,, -4.67348,12.95,2010,4,1,0,0,,,,,,,,,,,,, -4.46744,12.7788,2010,4,1,3,0,,,,,,,,,,,,, -4.27181,12.6111,2010,4,1,6,0,,,,,,,,,,,,, -4.08624,12.427,2010,4,1,9,0,,,,,,,,,,,,, -3.91285,12.0204,2010,4,1,12,0,,,,,,,,,,,,, -3.73532,11.3,2010,4,1,15,0,,,,,,,,,,,,, -3.72108,10.1074,2010,4,1,18,0,,,,,,,,,,,,, -3.81998,9.4059,2010,4,1,21,0,,,,,,,,,,,,, -3.65708,9.764,2010,4,2,0,0,,,,,,,,,,,,, -3.45931,9.9835,2010,4,2,3,0,,,,,,,,,,,,, -3.21701,10.0191,2010,4,2,6,0,,,,,,,,,,,,, -3.82535,8.3221,2010,4,2,9,0,,,,,,,,,,,,, -5.5996,8.7681,2010,4,2,12,0,,,,,,,,,,,,, -8.06567,10.5392,2010,4,2,15,0,,,,,,,,,,,,, -8.72636,11.6138,2010,4,2,18,0,,,,,,,,,,,,, -9.04902,12.139,2010,4,2,21,0,,,,,,,,,,,,, -9.00785,12.4973,2010,4,3,0,0,,,,,,,,,,,,, -8.61331,12.7614,2010,4,3,3,0,,,,,,,,,,,,, -8.07207,13.0563,2010,4,3,6,0,,,,,,,,,,,,, -7.48919,13.1685,2010,4,3,9,0,,,,,,,,,,,,, -6.84809,13.0213,2010,4,3,12,0,,,,,,,,,,,,, -6.23773,12.7954,2010,4,3,15,0,,,,,,,,,,,,, -5.72229,12.5936,2010,4,3,18,0,,,,,,,,,,,,, -5.25738,12.3061,2010,4,3,21,0,,,,,,,,,,,,, -4.92655,11.6472,2010,4,4,0,0,,,,,,,,,,,,, -5.07053,10.4674,2010,4,4,3,0,,,,,,,,,,,,, -4.95304,10.6724,2010,4,4,6,0,,,,,,,,,,,,, -4.80066,11.1051,2010,4,4,9,0,,,,,,,,,,,,, -4.89954,11.5456,2010,4,4,12,0,,,,,,,,,,,,, -5.05097,11.8191,2010,4,4,15,0,,,,,,,,,,,,, -5.00905,11.8967,2010,4,4,18,0,,,,,,,,,,,,, -5.27948,12.0678,2010,4,4,21,0,,,,,,,,,,,,, -5.73242,12.2752,2010,4,5,0,0,,,,,,,,,,,,, -5.82174,12.141,2010,4,5,3,0,,,,,,,,,,,,, -5.52797,11.8918,2010,4,5,6,0,,,,,,,,,,,,, -5.14234,11.4729,2010,4,5,9,0,,,,,,,,,,,,, -5.24479,10.9415,2010,4,5,12,0,,,,,,,,,,,,, -5.24895,10.9261,2010,4,5,15,0,,,,,,,,,,,,, -5.04749,10.7811,2010,4,5,18,0,,,,,,,,,,,,, -4.91864,10.6777,2010,4,5,21,0,,,,,,,,,,,,, -4.73196,10.2868,2010,4,6,0,0,,,,,,,,,,,,, -4.36598,10.1012,2010,4,6,3,0,,,,,,,,,,,,, -3.94828,9.9562,2010,4,6,6,0,,,,,,,,,,,,, -3.70998,9.7239,2010,4,6,9,0,,,,,,,,,,,,, -3.53798,9.7877,2010,4,6,12,0,,,,,,,,,,,,, -3.43263,10.0448,2010,4,6,15,0,,,,,,,,,,,,, -3.38883,10.3672,2010,4,6,18,0,,,,,,,,,,,,, -3.40481,10.5976,2010,4,6,21,0,,,,,,,,,,,,, -3.45626,10.5453,2010,4,7,0,0,,,,,,,,,,,,, -3.40371,10.4017,2010,4,7,3,0,,,,,,,,,,,,, -3.30284,10.0885,2010,4,7,6,0,,,,,,,,,,,,, -3.22864,9.8819,2010,4,7,9,0,,,,,,,,,,,,, -3.20327,9.8499,2010,4,7,12,0,,,,,,,,,,,,, -3.20335,10.061,2010,4,7,15,0,,,,,,,,,,,,, -3.3274,10.0829,2010,4,7,18,0,,,,,,,,,,,,, -3.56822,9.7016,2010,4,7,21,0,,,,,,,,,,,,, -3.75776,9.4159,2010,4,8,0,0,,,,,,,,,,,,, -4.0916,8.8522,2010,4,8,3,0,,,,,,,,,,,,, -4.44143,8.8574,2010,4,8,6,0,,,,,,,,,,,,, -4.29153,9.0271,2010,4,8,9,0,,,,,,,,,,,,, -4.08907,9.1389,2010,4,8,12,0,,,,,,,,,,,,, -3.83814,9.3237,2010,4,8,15,0,,,,,,,,,,,,, -3.61063,9.4723,2010,4,8,18,0,,,,,,,,,,,,, -3.47483,9.429,2010,4,8,21,0,,,,,,,,,,,,, -3.49644,9.2174,2010,4,9,0,0,,,,,,,,,,,,, -3.68116,9.2151,2010,4,9,3,0,,,,,,,,,,,,, -3.83772,9.63,2010,4,9,6,0,,,,,,,,,,,,, -3.90412,10.2579,2010,4,9,9,0,,,,,,,,,,,,, -3.91487,10.6939,2010,4,9,12,0,,,,,,,,,,,,, -3.80184,10.9156,2010,4,9,15,0,,,,,,,,,,,,, -3.60605,10.9262,2010,4,9,18,0,,,,,,,,,,,,, -3.35896,10.8271,2010,4,9,21,0,,,,,,,,,,,,, -3.08784,10.684,2010,4,10,0,0,,,,,,,,,,,,, -2.81172,10.5382,2010,4,10,3,0,,,,,,,,,,,,, -2.55039,10.4571,2010,4,10,6,0,,,,,,,,,,,,, -2.33587,10.451,2010,4,10,9,0,,,,,,,,,,,,, -2.18434,10.6016,2010,4,10,12,0,,,,,,,,,,,,, -2.19516,10.4243,2010,4,10,15,0,,,,,,,,,,,,, -2.47046,10.3377,2010,4,10,18,0,,,,,,,,,,,,, -2.8127,10.2998,2010,4,10,21,0,,,,,,,,,,,,, -3.24449,9.9128,2010,4,11,0,0,,,,,,,,,,,,, -3.57845,9.8905,2010,4,11,3,0,,,,,,,,,,,,, -3.77593,10.009,2010,4,11,6,0,,,,,,,,,,,,, -3.92043,10.1247,2010,4,11,9,0,,,,,,,,,,,,, -3.88409,9.9836,2010,4,11,12,0,,,,,,,,,,,,, -3.55436,9.8973,2010,4,11,15,0,,,,,,,,,,,,, -3.19144,9.7867,2010,4,11,18,0,,,,,,,,,,,,, -2.92282,9.5574,2010,4,11,21,0,,,,,,,,,,,,, -2.66512,9.3792,2010,4,12,0,0,,,,,,,,,,,,, -2.59437,8.9359,2010,4,12,3,0,,,,,,,,,,,,, -2.59424,8.7976,2010,4,12,6,0,,,,,,,,,,,,, -2.6201,8.6016,2010,4,12,9,0,,,,,,,,,,,,, -2.6713,8.3134,2010,4,12,12,0,,,,,,,,,,,,, -2.68722,8.2005,2010,4,12,15,0,,,,,,,,,,,,, -2.7043,8.0247,2010,4,12,18,0,,,,,,,,,,,,, -2.69,7.9086,2010,4,12,21,0,,,,,,,,,,,,, -2.76508,7.8945,2010,4,13,0,0,,,,,,,,,,,,, -2.77976,8.1344,2010,4,13,3,0,,,,,,,,,,,,, -2.76435,8.2198,2010,4,13,6,0,,,,,,,,,,,,, -2.71501,8.5768,2010,4,13,9,0,,,,,,,,,,,,, -2.69379,9.0126,2010,4,13,12,0,,,,,,,,,,,,, -2.71969,8.9457,2010,4,13,15,0,,,,,,,,,,,,, -2.73103,9.0764,2010,4,13,18,0,,,,,,,,,,,,, -2.68632,9.5329,2010,4,13,21,0,,,,,,,,,,,,, -2.6774,9.6699,2010,4,14,0,0,,,,,,,,,,,,, -2.61103,9.8749,2010,4,14,3,0,,,,,,,,,,,,, -2.54547,10.0772,2010,4,14,6,0,,,,,,,,,,,,, -2.4435,10.3386,2010,4,14,9,0,,,,,,,,,,,,, -2.34096,10.5537,2010,4,14,12,0,,,,,,,,,,,,, -2.25218,10.7654,2010,4,14,15,0,,,,,,,,,,,,, -2.1774,11.0474,2010,4,14,18,0,,,,,,,,,,,,, -2.12095,11.3496,2010,4,14,21,0,,,,,,,,,,,,, -2.07861,11.5583,2010,4,15,0,0,,,,,,,,,,,,, -2.03557,11.6253,2010,4,15,3,0,,,,,,,,,,,,, -1.98482,11.6575,2010,4,15,6,0,,,,,,,,,,,,, -1.95167,11.8262,2010,4,15,9,0,,,,,,,,,,,,, -1.9779,12.1484,2010,4,15,12,0,,,,,,,,,,,,, -2.06566,12.4439,2010,4,15,15,0,,,,,,,,,,,,, -2.162,12.6513,2010,4,15,18,0,,,,,,,,,,,,, -2.24291,12.5689,2010,4,15,21,0,,,,,,,,,,,,, -2.26282,12.4896,2010,4,16,0,0,,,,,,,,,,,,, -2.22969,12.5051,2010,4,16,3,0,,,,,,,,,,,,, -2.19448,12.4423,2010,4,16,6,0,,,,,,,,,,,,, -2.15851,12.5294,2010,4,16,9,0,,,,,,,,,,,,, -2.12903,12.7384,2010,4,16,12,0,,,,,,,,,,,,, -2.10004,12.9146,2010,4,16,15,0,,,,,,,,,,,,, -2.05644,12.9966,2010,4,16,18,0,,,,,,,,,,,,, -2.00128,12.9507,2010,4,16,21,0,,,,,,,,,,,,, -1.95872,12.6447,2010,4,17,0,0,,,,,,,,,,,,, -1.95656,12.2091,2010,4,17,3,0,,,,,,,,,,,,, -2.03618,11.5054,2010,4,17,6,0,,,,,,,,,,,,, -2.10256,10.9608,2010,4,17,9,0,,,,,,,,,,,,, -2.09626,10.886,2010,4,17,12,0,,,,,,,,,,,,, -2.06005,11.0722,2010,4,17,15,0,,,,,,,,,,,,, -2.05109,11.152,2010,4,17,18,0,,,,,,,,,,,,, -2.08319,10.9361,2010,4,17,21,0,,,,,,,,,,,,, -2.09294,10.7497,2010,4,18,0,0,,,,,,,,,,,,, -2.1129,10.2578,2010,4,18,3,0,,,,,,,,,,,,, -2.10929,9.7789,2010,4,18,6,0,,,,,,,,,,,,, -2.12762,9.2383,2010,4,18,9,0,,,,,,,,,,,,, -2.18771,8.6428,2010,4,18,12,0,,,,,,,,,,,,, -2.2111,8.2368,2010,4,18,15,0,,,,,,,,,,,,, -2.6005,7.3703,2010,4,18,18,0,,,,,,,,,,,,, -3.36825,7.4191,2010,4,18,21,0,,,,,,,,,,,,, -3.29705,8.1008,2010,4,19,0,0,,,,,,,,,,,,, -3.27156,8.71,2010,4,19,3,0,,,,,,,,,,,,, -3.17762,9.1171,2010,4,19,6,0,,,,,,,,,,,,, -3.03954,9.4181,2010,4,19,9,0,,,,,,,,,,,,, -2.99767,9.8199,2010,4,19,12,0,,,,,,,,,,,,, -3.03611,10.217,2010,4,19,15,0,,,,,,,,,,,,, -3.07148,10.513,2010,4,19,18,0,,,,,,,,,,,,, -3.08807,10.8113,2010,4,19,21,0,,,,,,,,,,,,, -3.12723,11.1665,2010,4,20,0,0,,,,,,,,,,,,, -3.19497,11.5279,2010,4,20,3,0,,,,,,,,,,,,, -3.28295,11.8954,2010,4,20,6,0,,,,,,,,,,,,, -3.43253,12.3392,2010,4,20,9,0,,,,,,,,,,,,, -3.67952,12.9057,2010,4,20,12,0,,,,,,,,,,,,, -3.96674,13.3004,2010,4,20,15,0,,,,,,,,,,,,, -4.10031,13.288,2010,4,20,18,0,,,,,,,,,,,,, -4.02927,12.9199,2010,4,20,21,0,,,,,,,,,,,,, -3.87896,12.535,2010,4,21,0,0,,,,,,,,,,,,, -3.73295,12.3536,2010,4,21,3,0,,,,,,,,,,,,, -3.65727,11.9673,2010,4,21,6,0,,,,,,,,,,,,, -3.53122,11.703,2010,4,21,9,0,,,,,,,,,,,,, -3.36567,11.5484,2010,4,21,12,0,,,,,,,,,,,,, -3.18279,11.3819,2010,4,21,15,0,,,,,,,,,,,,, -2.9857,11.1559,2010,4,21,18,0,,,,,,,,,,,,, -2.77737,10.844,2010,4,21,21,0,,,,,,,,,,,,, -2.69058,10.0513,2010,4,22,0,0,,,,,,,,,,,,, -2.68592,9.4403,2010,4,22,3,0,,,,,,,,,,,,, -2.56368,9.3137,2010,4,22,6,0,,,,,,,,,,,,, -2.40877,9.2599,2010,4,22,9,0,,,,,,,,,,,,, -2.26802,9.3239,2010,4,22,12,0,,,,,,,,,,,,, -2.14162,9.7654,2010,4,22,15,0,,,,,,,,,,,,, -2.08118,10.4769,2010,4,22,18,0,,,,,,,,,,,,, -2.12187,11.6427,2010,4,22,21,0,,,,,,,,,,,,, -2.23723,12.6665,2010,4,23,0,0,,,,,,,,,,,,, -2.44398,13.4426,2010,4,23,3,0,,,,,,,,,,,,, -2.60903,13.6472,2010,4,23,6,0,,,,,,,,,,,,, -2.75138,13.2371,2010,4,23,9,0,,,,,,,,,,,,, -2.86663,12.5537,2010,4,23,12,0,,,,,,,,,,,,, -2.96932,11.6324,2010,4,23,15,0,,,,,,,,,,,,, -3.05613,10.7647,2010,4,23,18,0,,,,,,,,,,,,, -3.3388,9.6834,2010,4,23,21,0,,,,,,,,,,,,, -3.41782,9.388,2010,4,24,0,0,,,,,,,,,,,,, -3.63526,9.2017,2010,4,24,3,0,,,,,,,,,,,,, -4.21546,9.9192,2010,4,24,6,0,,,,,,,,,,,,, -5.02094,11.3721,2010,4,24,9,0,,,,,,,,,,,,, -5.21056,11.771,2010,4,24,12,0,,,,,,,,,,,,, -4.93885,11.7236,2010,4,24,15,0,,,,,,,,,,,,, -4.60059,11.5688,2010,4,24,18,0,,,,,,,,,,,,, -4.25977,11.4506,2010,4,24,21,0,,,,,,,,,,,,, -3.91963,11.2343,2010,4,25,0,0,,,,,,,,,,,,, -3.5601,10.8818,2010,4,25,3,0,,,,,,,,,,,,, -3.20202,10.4654,2010,4,25,6,0,,,,,,,,,,,,, -2.89632,9.8333,2010,4,25,9,0,,,,,,,,,,,,, -2.70117,9.0564,2010,4,25,12,0,,,,,,,,,,,,, -2.54166,8.3886,2010,4,25,15,0,,,,,,,,,,,,, -2.58104,7.6006,2010,4,25,18,0,,,,,,,,,,,,, -2.90156,7.2746,2010,4,25,21,0,,,,,,,,,,,,, -3.36542,7.5857,2010,4,26,0,0,,,,,,,,,,,,, -3.80834,8.2059,2010,4,26,3,0,,,,,,,,,,,,, -4.44221,8.7371,2010,4,26,6,0,,,,,,,,,,,,, -5.36229,9.3284,2010,4,26,9,0,,,,,,,,,,,,, -6.27681,9.8489,2010,4,26,12,0,,,,,,,,,,,,, -5.79811,10.3795,2010,4,26,15,0,,,,,,,,,,,,, -5.06642,10.4974,2010,4,26,18,0,,,,,,,,,,,,, -4.64022,10.2683,2010,4,26,21,0,,,,,,,,,,,,, -4.30041,10.1107,2010,4,27,0,0,,,,,,,,,,,,, -4.07597,9.8905,2010,4,27,3,0,,,,,,,,,,,,, -3.90197,9.6959,2010,4,27,6,0,,,,,,,,,,,,, -3.81931,9.5373,2010,4,27,9,0,,,,,,,,,,,,, -3.79485,9.5358,2010,4,27,12,0,,,,,,,,,,,,, -3.79232,9.6844,2010,4,27,15,0,,,,,,,,,,,,, -3.81624,9.8176,2010,4,27,18,0,,,,,,,,,,,,, -3.85826,9.9316,2010,4,27,21,0,,,,,,,,,,,,, -3.84366,10.0318,2010,4,28,0,0,,,,,,,,,,,,, -3.88286,9.8989,2010,4,28,3,0,,,,,,,,,,,,, -3.85604,10.0246,2010,4,28,6,0,,,,,,,,,,,,, -3.81648,10.2572,2010,4,28,9,0,,,,,,,,,,,,, -3.89287,10.3433,2010,4,28,12,0,,,,,,,,,,,,, -3.9309,10.5486,2010,4,28,15,0,,,,,,,,,,,,, -3.99071,10.7728,2010,4,28,18,0,,,,,,,,,,,,, -4.06984,10.8375,2010,4,28,21,0,,,,,,,,,,,,, -4.12842,10.6322,2010,4,29,0,0,,,,,,,,,,,,, -4.19069,10.3057,2010,4,29,3,0,,,,,,,,,,,,, -4.05874,10.3801,2010,4,29,6,0,,,,,,,,,,,,, -3.85753,10.3652,2010,4,29,9,0,,,,,,,,,,,,, -3.67282,10.1238,2010,4,29,12,0,,,,,,,,,,,,, -3.55392,9.8063,2010,4,29,15,0,,,,,,,,,,,,, -3.40468,9.7741,2010,4,29,18,0,,,,,,,,,,,,, -3.26615,9.8544,2010,4,29,21,0,,,,,,,,,,,,, -3.15883,9.9143,2010,4,30,0,0,,,,,,,,,,,,, -3.02765,10.0973,2010,4,30,3,0,,,,,,,,,,,,, -2.88574,10.3048,2010,4,30,6,0,,,,,,,,,,,,, -2.75042,10.4306,2010,4,30,9,0,,,,,,,,,,,,, -2.6112,10.4934,2010,4,30,12,0,,,,,,,,,,,,, -2.46504,10.4889,2010,4,30,15,0,,,,,,,,,,,,, -2.34027,10.1672,2010,4,30,18,0,,,,,,,,,,,,, -2.46788,8.8479,2010,4,30,21,0,,,,,,,,,,,,, -2.39354,8.8258,2010,5,1,0,0,,,,,,,,,,,,, -2.4932,8.2358,2010,5,1,3,0,,,,,,,,,,,,, -2.63195,7.9751,2010,5,1,6,0,,,,,,,,,,,,, -2.76784,7.919,2010,5,1,9,0,,,,,,,,,,,,, -2.72798,8.0946,2010,5,1,12,0,,,,,,,,,,,,, -2.6973,8.2286,2010,5,1,15,0,,,,,,,,,,,,, -2.6758,8.3924,2010,5,1,18,0,,,,,,,,,,,,, -2.71176,8.3867,2010,5,1,21,0,,,,,,,,,,,,, -2.71748,8.4194,2010,5,2,0,0,,,,,,,,,,,,, -2.61039,8.7189,2010,5,2,3,0,,,,,,,,,,,,, -2.50304,9.0108,2010,5,2,6,0,,,,,,,,,,,,, -2.42109,9.217,2010,5,2,9,0,,,,,,,,,,,,, -2.34309,9.315,2010,5,2,12,0,,,,,,,,,,,,, -2.25767,9.2629,2010,5,2,15,0,,,,,,,,,,,,, -2.25968,8.6453,2010,5,2,18,0,,,,,,,,,,,,, -2.41412,7.8603,2010,5,2,21,0,,,,,,,,,,,,, -2.52158,7.542,2010,5,3,0,0,,,,,,,,,,,,, -2.74454,7.2825,2010,5,3,3,0,,,,,,,,,,,,, -3.21244,7.4033,2010,5,3,6,0,,,,,,,,,,,,, -3.4256,7.7479,2010,5,3,9,0,,,,,,,,,,,,, -3.35606,7.8273,2010,5,3,12,0,,,,,,,,,,,,, -3.23374,7.8318,2010,5,3,15,0,,,,,,,,,,,,, -3.17246,7.8046,2010,5,3,18,0,,,,,,,,,,,,, -3.14215,7.8613,2010,5,3,21,0,,,,,,,,,,,,, -2.98675,7.978,2010,5,4,0,0,,,,,,,,,,,,, -2.82879,8.068,2010,5,4,3,0,,,,,,,,,,,,, -2.68682,8.1921,2010,5,4,6,0,,,,,,,,,,,,, -2.5789,8.3507,2010,5,4,9,0,,,,,,,,,,,,, -2.51033,8.4583,2010,5,4,12,0,,,,,,,,,,,,, -2.4514,8.5212,2010,5,4,15,0,,,,,,,,,,,,, -2.37816,8.5824,2010,5,4,18,0,,,,,,,,,,,,, -2.32976,8.4884,2010,5,4,21,0,,,,,,,,,,,,, -2.31473,8.2625,2010,5,5,0,0,,,,,,,,,,,,, -2.33137,7.9364,2010,5,5,3,0,,,,,,,,,,,,, -2.29547,7.7627,2010,5,5,6,0,,,,,,,,,,,,, -2.19178,7.7588,2010,5,5,9,0,,,,,,,,,,,,, -2.09128,7.7509,2010,5,5,12,0,,,,,,,,,,,,, -1.97445,7.8431,2010,5,5,15,0,,,,,,,,,,,,, -1.84105,8.0407,2010,5,5,18,0,,,,,,,,,,,,, -1.7721,8.0211,2010,5,5,21,0,,,,,,,,,,,,, -1.70265,8.1392,2010,5,6,0,0,,,,,,,,,,,,, -1.60022,8.571,2010,5,6,3,0,,,,,,,,,,,,, -1.5316,8.9862,2010,5,6,6,0,,,,,,,,,,,,, -1.48524,9.4519,2010,5,6,9,0,,,,,,,,,,,,, -1.44982,9.9454,2010,5,6,12,0,,,,,,,,,,,,, -1.41714,10.4031,2010,5,6,15,0,,,,,,,,,,,,, -1.38324,10.7796,2010,5,6,18,0,,,,,,,,,,,,, -1.35271,10.9769,2010,5,6,21,0,,,,,,,,,,,,, -1.31741,11.2018,2010,5,7,0,0,,,,,,,,,,,,, -1.30269,11.3017,2010,5,7,3,0,,,,,,,,,,,,, -1.35646,10.9087,2010,5,7,6,0,,,,,,,,,,,,, -1.49444,9.8276,2010,5,7,9,0,,,,,,,,,,,,, -1.65364,8.7952,2010,5,7,12,0,,,,,,,,,,,,, -1.66706,8.6356,2010,5,7,15,0,,,,,,,,,,,,, -1.60132,8.7792,2010,5,7,18,0,,,,,,,,,,,,, -1.52468,9.0291,2010,5,7,21,0,,,,,,,,,,,,, -1.52758,8.7993,2010,5,8,0,0,,,,,,,,,,,,, -1.5564,8.448,2010,5,8,3,0,,,,,,,,,,,,, -1.55515,8.2621,2010,5,8,6,0,,,,,,,,,,,,, -1.6005,7.8194,2010,5,8,9,0,,,,,,,,,,,,, -1.6467,7.519,2010,5,8,12,0,,,,,,,,,,,,, -1.53963,7.8649,2010,5,8,15,0,,,,,,,,,,,,, -1.47864,7.8868,2010,5,8,18,0,,,,,,,,,,,,, -1.41945,7.9641,2010,5,8,21,0,,,,,,,,,,,,, -1.35336,8.0865,2010,5,9,0,0,,,,,,,,,,,,, -1.32598,7.961,2010,5,9,3,0,,,,,,,,,,,,, -1.32269,7.7589,2010,5,9,6,0,,,,,,,,,,,,, -1.28358,7.8387,2010,5,9,9,0,,,,,,,,,,,,, -1.23054,8.0346,2010,5,9,12,0,,,,,,,,,,,,, -1.18751,8.2588,2010,5,9,15,0,,,,,,,,,,,,, -1.17391,8.3899,2010,5,9,18,0,,,,,,,,,,,,, -1.17772,8.4839,2010,5,9,21,0,,,,,,,,,,,,, -1.1799,8.542,2010,5,10,0,0,,,,,,,,,,,,, -1.28664,7.5992,2010,5,10,3,0,,,,,,,,,,,,, -1.70124,6.2568,2010,5,10,6,0,,,,,,,,,,,,, -2.07927,6.3817,2010,5,10,9,0,,,,,,,,,,,,, -2.46545,6.837,2010,5,10,12,0,,,,,,,,,,,,, -2.69767,7.4889,2010,5,10,15,0,,,,,,,,,,,,, -2.94495,8.3177,2010,5,10,18,0,,,,,,,,,,,,, -3.0876,8.5857,2010,5,10,21,0,,,,,,,,,,,,, -2.91544,8.4084,2010,5,11,0,0,,,,,,,,,,,,, -2.7054,8.0312,2010,5,11,3,0,,,,,,,,,,,,, -2.45795,7.8514,2010,5,11,6,0,,,,,,,,,,,,, -2.19406,7.8827,2010,5,11,9,0,,,,,,,,,,,,, -2.00809,7.8773,2010,5,11,12,0,,,,,,,,,,,,, -1.90338,7.7282,2010,5,11,15,0,,,,,,,,,,,,, -1.78943,7.7707,2010,5,11,18,0,,,,,,,,,,,,, -1.67697,7.8254,2010,5,11,21,0,,,,,,,,,,,,, -1.56623,7.855,2010,5,12,0,0,,,,,,,,,,,,, -1.46052,7.8747,2010,5,12,3,0,,,,,,,,,,,,, -1.36619,7.8308,2010,5,12,6,0,,,,,,,,,,,,, -1.28123,7.7581,2010,5,12,9,0,,,,,,,,,,,,, -1.26446,7.6135,2010,5,12,12,0,,,,,,,,,,,,, -1.43176,7.7772,2010,5,12,15,0,,,,,,,,,,,,, -1.87275,8.8462,2010,5,12,18,0,,,,,,,,,,,,, -2.31262,9.6986,2010,5,12,21,0,,,,,,,,,,,,, -2.45375,9.9618,2010,5,13,0,0,,,,,,,,,,,,, -2.3953,9.9181,2010,5,13,3,0,,,,,,,,,,,,, -2.26804,9.8144,2010,5,13,6,0,,,,,,,,,,,,, -2.13662,9.7505,2010,5,13,9,0,,,,,,,,,,,,, -2.02648,9.68,2010,5,13,12,0,,,,,,,,,,,,, -1.92757,9.6259,2010,5,13,15,0,,,,,,,,,,,,, -1.83776,9.5811,2010,5,13,18,0,,,,,,,,,,,,, -1.76353,9.5566,2010,5,13,21,0,,,,,,,,,,,,, -1.70518,9.5553,2010,5,14,0,0,,,,,,,,,,,,, -1.65285,9.5938,2010,5,14,3,0,,,,,,,,,,,,, -1.60963,9.6812,2010,5,14,6,0,,,,,,,,,,,,, -1.57957,9.7883,2010,5,14,9,0,,,,,,,,,,,,, -1.55942,9.844,2010,5,14,12,0,,,,,,,,,,,,, -1.55063,9.7949,2010,5,14,15,0,,,,,,,,,,,,, -1.529,9.8293,2010,5,14,18,0,,,,,,,,,,,,, -1.49171,10.0309,2010,5,14,21,0,,,,,,,,,,,,, -1.46895,10.1661,2010,5,15,0,0,,,,,,,,,,,,, -1.4586,10.2859,2010,5,15,3,0,,,,,,,,,,,,, -1.44253,10.4491,2010,5,15,6,0,,,,,,,,,,,,, -1.41374,10.5803,2010,5,15,9,0,,,,,,,,,,,,, -1.37027,10.6641,2010,5,15,12,0,,,,,,,,,,,,, -1.31984,10.7214,2010,5,15,15,0,,,,,,,,,,,,, -1.30627,10.4118,2010,5,15,18,0,,,,,,,,,,,,, -1.34136,9.956,2010,5,15,21,0,,,,,,,,,,,,, -1.43027,9.3919,2010,5,16,0,0,,,,,,,,,,,,, -1.46917,9.2629,2010,5,16,3,0,,,,,,,,,,,,, -1.48647,9.0097,2010,5,16,6,0,,,,,,,,,,,,, -1.56735,8.281,2010,5,16,9,0,,,,,,,,,,,,, -1.6318,7.9558,2010,5,16,12,0,,,,,,,,,,,,, -1.74655,7.8213,2010,5,16,15,0,,,,,,,,,,,,, -1.84864,7.8083,2010,5,16,18,0,,,,,,,,,,,,, -1.85581,7.9504,2010,5,16,21,0,,,,,,,,,,,,, -1.83246,7.9903,2010,5,17,0,0,,,,,,,,,,,,, -1.73775,8.2487,2010,5,17,3,0,,,,,,,,,,,,, -1.72126,8.1174,2010,5,17,6,0,,,,,,,,,,,,, -1.72164,7.9905,2010,5,17,9,0,,,,,,,,,,,,, -1.69096,8.0577,2010,5,17,12,0,,,,,,,,,,,,, -1.6342,8.2164,2010,5,17,15,0,,,,,,,,,,,,, -1.60462,8.2147,2010,5,17,18,0,,,,,,,,,,,,, -1.67521,7.7186,2010,5,17,21,0,,,,,,,,,,,,, -1.69113,7.6632,2010,5,18,0,0,,,,,,,,,,,,, -1.74353,7.5007,2010,5,18,3,0,,,,,,,,,,,,, -1.73083,7.5183,2010,5,18,6,0,,,,,,,,,,,,, -2.18874,6.8517,2010,5,18,9,0,,,,,,,,,,,,, -2.34703,7.1783,2010,5,18,12,0,,,,,,,,,,,,, -2.17843,7.6906,2010,5,18,15,0,,,,,,,,,,,,, -2.14927,7.7127,2010,5,18,18,0,,,,,,,,,,,,, -2.20553,7.7551,2010,5,18,21,0,,,,,,,,,,,,, -2.26501,8.0161,2010,5,19,0,0,,,,,,,,,,,,, -2.27006,8.6412,2010,5,19,3,0,,,,,,,,,,,,, -2.29242,9.1912,2010,5,19,6,0,,,,,,,,,,,,, -2.36867,9.246,2010,5,19,9,0,,,,,,,,,,,,, -3.08048,7.9498,2010,5,19,12,0,,,,,,,,,,,,, -3.73395,8.0053,2010,5,19,15,0,,,,,,,,,,,,, -4.16594,8.0887,2010,5,19,18,0,,,,,,,,,,,,, -7.20711,9.6508,2010,5,19,21,0,,,,,,,,,,,,, -6.01881,9.4462,2010,5,20,0,0,,,,,,,,,,,,, -5.08756,9.2388,2010,5,20,3,0,,,,,,,,,,,,, -4.65036,9.0128,2010,5,20,6,0,,,,,,,,,,,,, -4.3218,8.9462,2010,5,20,9,0,,,,,,,,,,,,, -4.00934,8.959,2010,5,20,12,0,,,,,,,,,,,,, -3.73549,8.779,2010,5,20,15,0,,,,,,,,,,,,, -3.38478,8.7064,2010,5,20,18,0,,,,,,,,,,,,, -3.15747,8.5165,2010,5,20,21,0,,,,,,,,,,,,, -3.04758,8.3558,2010,5,21,0,0,,,,,,,,,,,,, -2.95129,8.41,2010,5,21,3,0,,,,,,,,,,,,, -2.90948,8.4995,2010,5,21,6,0,,,,,,,,,,,,, -2.93713,8.5757,2010,5,21,9,0,,,,,,,,,,,,, -3.01909,8.5992,2010,5,21,12,0,,,,,,,,,,,,, -2.98947,8.8715,2010,5,21,15,0,,,,,,,,,,,,, -3.01815,8.7886,2010,5,21,18,0,,,,,,,,,,,,, -3.40886,8.3371,2010,5,21,21,0,,,,,,,,,,,,, -3.69191,8.3286,2010,5,22,0,0,,,,,,,,,,,,, -3.43234,8.3701,2010,5,22,3,0,,,,,,,,,,,,, -3.16684,8.2813,2010,5,22,6,0,,,,,,,,,,,,, -2.92448,8.3591,2010,5,22,9,0,,,,,,,,,,,,, -2.72061,8.4409,2010,5,22,12,0,,,,,,,,,,,,, -2.57657,8.3948,2010,5,22,15,0,,,,,,,,,,,,, -2.5095,8.4361,2010,5,22,18,0,,,,,,,,,,,,, -2.49167,8.7149,2010,5,22,21,0,,,,,,,,,,,,, -2.46044,8.9567,2010,5,23,0,0,,,,,,,,,,,,, -2.39608,9.1203,2010,5,23,3,0,,,,,,,,,,,,, -2.2902,9.3096,2010,5,23,6,0,,,,,,,,,,,,, -2.21304,9.2989,2010,5,23,9,0,,,,,,,,,,,,, -2.13228,9.4231,2010,5,23,12,0,,,,,,,,,,,,, -2.08638,9.4866,2010,5,23,15,0,,,,,,,,,,,,, -2.03891,9.6107,2010,5,23,18,0,,,,,,,,,,,,, -2.03677,9.4017,2010,5,23,21,0,,,,,,,,,,,,, -2.06851,8.9633,2010,5,24,0,0,,,,,,,,,,,,, -2.18195,8.3091,2010,5,24,3,0,,,,,,,,,,,,, -2.21469,8.2063,2010,5,24,6,0,,,,,,,,,,,,, -2.14495,8.5293,2010,5,24,9,0,,,,,,,,,,,,, -2.17534,8.5687,2010,5,24,12,0,,,,,,,,,,,,, -2.27542,8.7887,2010,5,24,15,0,,,,,,,,,,,,, -2.79728,10.0433,2010,5,24,18,0,,,,,,,,,,,,, -3.65355,11.2685,2010,5,24,21,0,,,,,,,,,,,,, -3.92388,11.4256,2010,5,25,0,0,,,,,,,,,,,,, -3.82883,11.0149,2010,5,25,3,0,,,,,,,,,,,,, -3.62512,10.6809,2010,5,25,6,0,,,,,,,,,,,,, -3.38993,10.4152,2010,5,25,9,0,,,,,,,,,,,,, -3.20383,10.1626,2010,5,25,12,0,,,,,,,,,,,,, -3.00738,9.9288,2010,5,25,15,0,,,,,,,,,,,,, -2.85363,9.7978,2010,5,25,18,0,,,,,,,,,,,,, -2.81637,9.8033,2010,5,25,21,0,,,,,,,,,,,,, -2.88804,9.9536,2010,5,26,0,0,,,,,,,,,,,,, -2.94851,10.107,2010,5,26,3,0,,,,,,,,,,,,, -2.92325,10.15,2010,5,26,6,0,,,,,,,,,,,,, -2.8511,10.128,2010,5,26,9,0,,,,,,,,,,,,, -2.77527,10.0847,2010,5,26,12,0,,,,,,,,,,,,, -2.6732,10.0061,2010,5,26,15,0,,,,,,,,,,,,, -2.53958,9.9045,2010,5,26,18,0,,,,,,,,,,,,, -2.40499,9.8038,2010,5,26,21,0,,,,,,,,,,,,, -2.28401,9.7387,2010,5,27,0,0,,,,,,,,,,,,, -2.17815,9.7017,2010,5,27,3,0,,,,,,,,,,,,, -2.07565,9.6759,2010,5,27,6,0,,,,,,,,,,,,, -1.98236,9.6439,2010,5,27,9,0,,,,,,,,,,,,, -1.90271,9.598,2010,5,27,12,0,,,,,,,,,,,,, -1.8429,9.5686,2010,5,27,15,0,,,,,,,,,,,,, -1.81956,9.5241,2010,5,27,18,0,,,,,,,,,,,,, -1.79988,9.7781,2010,5,27,21,0,,,,,,,,,,,,, -1.79055,9.9903,2010,5,28,0,0,,,,,,,,,,,,, -1.7658,10.0776,2010,5,28,3,0,,,,,,,,,,,,, -1.70222,10.0462,2010,5,28,6,0,,,,,,,,,,,,, -1.62196,9.8483,2010,5,28,9,0,,,,,,,,,,,,, -1.54548,9.5538,2010,5,28,12,0,,,,,,,,,,,,, -1.48737,9.248,2010,5,28,15,0,,,,,,,,,,,,, -1.4727,8.8211,2010,5,28,18,0,,,,,,,,,,,,, -1.44385,8.775,2010,5,28,21,0,,,,,,,,,,,,, -1.40754,8.8691,2010,5,29,0,0,,,,,,,,,,,,, -1.35921,9.022,2010,5,29,3,0,,,,,,,,,,,,, -1.30971,9.1017,2010,5,29,6,0,,,,,,,,,,,,, -1.26715,8.9929,2010,5,29,9,0,,,,,,,,,,,,, -1.24516,8.5642,2010,5,29,12,0,,,,,,,,,,,,, -1.28727,7.7144,2010,5,29,15,0,,,,,,,,,,,,, -1.5947,6.4824,2010,5,29,18,0,,,,,,,,,,,,, -2.10361,6.5214,2010,5,29,21,0,,,,,,,,,,,,, -2.46859,7.2061,2010,5,30,0,0,,,,,,,,,,,,, -2.57356,7.7948,2010,5,30,3,0,,,,,,,,,,,,, -2.5806,8.0142,2010,5,30,6,0,,,,,,,,,,,,, -2.54424,8.0905,2010,5,30,9,0,,,,,,,,,,,,, -2.52552,8.0627,2010,5,30,12,0,,,,,,,,,,,,, -2.44396,8.1403,2010,5,30,15,0,,,,,,,,,,,,, -2.40317,8.0618,2010,5,30,18,0,,,,,,,,,,,,, -2.3274,8.1316,2010,5,30,21,0,,,,,,,,,,,,, -2.25985,8.246,2010,5,31,0,0,,,,,,,,,,,,, -2.23143,8.3059,2010,5,31,3,0,,,,,,,,,,,,, -2.21122,8.3983,2010,5,31,6,0,,,,,,,,,,,,, -2.16012,8.6558,2010,5,31,9,0,,,,,,,,,,,,, -2.09641,8.9799,2010,5,31,12,0,,,,,,,,,,,,, -2.03132,9.3377,2010,5,31,15,0,,,,,,,,,,,,, -1.99822,9.6493,2010,5,31,18,0,,,,,,,,,,,,, -2.01693,9.7968,2010,5,31,21,0,,,,,,,,,,,,, -2.04404,9.7274,2010,6,1,0,0,,,,,,,,,,,,, -2.033,9.4544,2010,6,1,3,0,,,,,,,,,,,,, -2.07545,8.6851,2010,6,1,6,0,,,,,,,,,,,,, -2.31906,7.8697,2010,6,1,9,0,,,,,,,,,,,,, -2.35765,8.0005,2010,6,1,12,0,,,,,,,,,,,,, -2.23653,8.2795,2010,6,1,15,0,,,,,,,,,,,,, -2.14787,8.3878,2010,6,1,18,0,,,,,,,,,,,,, -2.26849,7.908,2010,6,1,21,0,,,,,,,,,,,,, -2.40513,7.6484,2010,6,2,0,0,,,,,,,,,,,,, -2.82116,7.3139,2010,6,2,3,0,,,,,,,,,,,,, -3.37612,7.5036,2010,6,2,6,0,,,,,,,,,,,,, -3.65185,7.9534,2010,6,2,9,0,,,,,,,,,,,,, -3.42777,8.3296,2010,6,2,12,0,,,,,,,,,,,,, -3.36541,8.5194,2010,6,2,15,0,,,,,,,,,,,,, -3.29589,8.7491,2010,6,2,18,0,,,,,,,,,,,,, -3.2606,8.8757,2010,6,2,21,0,,,,,,,,,,,,, -3.21768,8.9695,2010,6,3,0,0,,,,,,,,,,,,, -3.15377,9.0639,2010,6,3,3,0,,,,,,,,,,,,, -3.04911,9.2088,2010,6,3,6,0,,,,,,,,,,,,, -2.95762,9.355,2010,6,3,9,0,,,,,,,,,,,,, -2.92323,9.4456,2010,6,3,12,0,,,,,,,,,,,,, -2.88535,9.5893,2010,6,3,15,0,,,,,,,,,,,,, -2.84035,9.7065,2010,6,3,18,0,,,,,,,,,,,,, -2.83323,9.8345,2010,6,3,21,0,,,,,,,,,,,,, -2.82866,10.1921,2010,6,4,0,0,,,,,,,,,,,,, -2.80691,10.4576,2010,6,4,3,0,,,,,,,,,,,,, -2.73308,10.5911,2010,6,4,6,0,,,,,,,,,,,,, -2.6485,10.6393,2010,6,4,9,0,,,,,,,,,,,,, -2.56614,10.5734,2010,6,4,12,0,,,,,,,,,,,,, -2.56242,10.328,2010,6,4,15,0,,,,,,,,,,,,, -2.56902,10.068,2010,6,4,18,0,,,,,,,,,,,,, -2.5558,9.721,2010,6,4,21,0,,,,,,,,,,,,, -2.52173,9.5503,2010,6,5,0,0,,,,,,,,,,,,, -2.48957,9.5954,2010,6,5,3,0,,,,,,,,,,,,, -2.50094,9.7336,2010,6,5,6,0,,,,,,,,,,,,, -2.51623,9.8325,2010,6,5,9,0,,,,,,,,,,,,, -2.49103,9.8512,2010,6,5,12,0,,,,,,,,,,,,, -2.42316,9.8326,2010,6,5,15,0,,,,,,,,,,,,, -2.34187,9.7506,2010,6,5,18,0,,,,,,,,,,,,, -2.29891,9.3928,2010,6,5,21,0,,,,,,,,,,,,, -2.22756,9.1526,2010,6,6,0,0,,,,,,,,,,,,, -2.19178,8.7124,2010,6,6,3,0,,,,,,,,,,,,, -2.17538,8.3395,2010,6,6,6,0,,,,,,,,,,,,, -2.12201,8.1945,2010,6,6,9,0,,,,,,,,,,,,, -1.99954,8.2979,2010,6,6,12,0,,,,,,,,,,,,, -1.90669,8.3329,2010,6,6,15,0,,,,,,,,,,,,, -1.90113,7.9979,2010,6,6,18,0,,,,,,,,,,,,, -2.17209,7.3242,2010,6,6,21,0,,,,,,,,,,,,, -2.56143,7.3224,2010,6,7,0,0,,,,,,,,,,,,, -2.74486,7.6493,2010,6,7,3,0,,,,,,,,,,,,, -2.79623,7.7462,2010,6,7,6,0,,,,,,,,,,,,, -2.67389,7.8398,2010,6,7,9,0,,,,,,,,,,,,, -2.54882,7.7703,2010,6,7,12,0,,,,,,,,,,,,, -2.40135,7.7316,2010,6,7,15,0,,,,,,,,,,,,, -2.20777,7.9041,2010,6,7,18,0,,,,,,,,,,,,, -1.96014,8.3458,2010,6,7,21,0,,,,,,,,,,,,, -1.78186,8.5925,2010,6,8,0,0,,,,,,,,,,,,, -1.64993,8.6707,2010,6,8,3,0,,,,,,,,,,,,, -1.5462,8.7193,2010,6,8,6,0,,,,,,,,,,,,, -1.4709,9.0054,2010,6,8,9,0,,,,,,,,,,,,, -1.43453,9.4547,2010,6,8,12,0,,,,,,,,,,,,, -1.41502,9.9462,2010,6,8,15,0,,,,,,,,,,,,, -1.38652,10.298,2010,6,8,18,0,,,,,,,,,,,,, -1.3317,10.4312,2010,6,8,21,0,,,,,,,,,,,,, -1.29326,9.8618,2010,6,9,0,0,,,,,,,,,,,,, -1.45218,7.7708,2010,6,9,3,0,,,,,,,,,,,,, -1.72606,6.8864,2010,6,9,6,0,,,,,,,,,,,,, -1.92315,7.15,2010,6,9,9,0,,,,,,,,,,,,, -2.06631,7.4585,2010,6,9,12,0,,,,,,,,,,,,, -2.45446,8.2694,2010,6,9,15,0,,,,,,,,,,,,, -2.73724,8.7471,2010,6,9,18,0,,,,,,,,,,,,, -2.8346,8.1547,2010,6,9,21,0,,,,,,,,,,,,, -2.68704,7.4729,2010,6,10,0,0,,,,,,,,,,,,, -2.77156,7.198,2010,6,10,3,0,,,,,,,,,,,,, -2.84603,7.3649,2010,6,10,6,0,,,,,,,,,,,,, -2.8005,7.418,2010,6,10,9,0,,,,,,,,,,,,, -2.6662,7.3707,2010,6,10,12,0,,,,,,,,,,,,, -2.50625,7.4444,2010,6,10,15,0,,,,,,,,,,,,, -2.41575,7.5628,2010,6,10,18,0,,,,,,,,,,,,, -2.34454,7.65,2010,6,10,21,0,,,,,,,,,,,,, -2.25983,7.6244,2010,6,11,0,0,,,,,,,,,,,,, -2.1757,7.4836,2010,6,11,3,0,,,,,,,,,,,,, -2.0173,7.5921,2010,6,11,6,0,,,,,,,,,,,,, -1.86334,7.7914,2010,6,11,9,0,,,,,,,,,,,,, -1.74612,7.8798,2010,6,11,12,0,,,,,,,,,,,,, -1.63541,7.9263,2010,6,11,15,0,,,,,,,,,,,,, -1.51966,7.9543,2010,6,11,18,0,,,,,,,,,,,,, -1.39887,7.9823,2010,6,11,21,0,,,,,,,,,,,,, -1.30493,7.9906,2010,6,12,0,0,,,,,,,,,,,,, -1.35031,8.0167,2010,6,12,3,0,,,,,,,,,,,,, -1.5283,8.1875,2010,6,12,6,0,,,,,,,,,,,,, -1.60688,8.3484,2010,6,12,9,0,,,,,,,,,,,,, -1.58126,8.435,2010,6,12,12,0,,,,,,,,,,,,, -1.53935,8.4838,2010,6,12,15,0,,,,,,,,,,,,, -1.55391,8.8086,2010,6,12,18,0,,,,,,,,,,,,, -1.73174,9.8243,2010,6,12,21,0,,,,,,,,,,,,, -2.07849,10.5367,2010,6,13,0,0,,,,,,,,,,,,, -2.54314,10.1553,2010,6,13,3,0,,,,,,,,,,,,, -2.87969,10.5889,2010,6,13,6,0,,,,,,,,,,,,, -3.10853,10.7877,2010,6,13,9,0,,,,,,,,,,,,, -3.11928,10.8141,2010,6,13,12,0,,,,,,,,,,,,, -3.06584,10.777,2010,6,13,15,0,,,,,,,,,,,,, -2.99629,10.9342,2010,6,13,18,0,,,,,,,,,,,,, -2.93513,10.9742,2010,6,13,21,0,,,,,,,,,,,,, -2.88175,10.7775,2010,6,14,0,0,,,,,,,,,,,,, -2.79123,10.6019,2010,6,14,3,0,,,,,,,,,,,,, -2.67055,10.4526,2010,6,14,6,0,,,,,,,,,,,,, -2.53296,10.2895,2010,6,14,9,0,,,,,,,,,,,,, -2.42161,10.0215,2010,6,14,12,0,,,,,,,,,,,,, -2.35626,9.7062,2010,6,14,15,0,,,,,,,,,,,,, -2.29729,9.5371,2010,6,14,18,0,,,,,,,,,,,,, -2.24893,9.3911,2010,6,14,21,0,,,,,,,,,,,,, -2.26099,9.0508,2010,6,15,0,0,,,,,,,,,,,,, -2.29513,8.7351,2010,6,15,3,0,,,,,,,,,,,,, -2.26764,8.6147,2010,6,15,6,0,,,,,,,,,,,,, -2.21956,8.5166,2010,6,15,9,0,,,,,,,,,,,,, -2.27188,8.1251,2010,6,15,12,0,,,,,,,,,,,,, -2.38697,7.7764,2010,6,15,15,0,,,,,,,,,,,,, -2.40329,7.7181,2010,6,15,18,0,,,,,,,,,,,,, -2.36047,7.6807,2010,6,15,21,0,,,,,,,,,,,,, -2.28042,7.672,2010,6,16,0,0,,,,,,,,,,,,, -2.29105,7.4732,2010,6,16,3,0,,,,,,,,,,,,, -2.32333,7.3744,2010,6,16,6,0,,,,,,,,,,,,, -2.31635,7.4324,2010,6,16,9,0,,,,,,,,,,,,, -2.37097,7.5341,2010,6,16,12,0,,,,,,,,,,,,, -2.45107,7.7761,2010,6,16,15,0,,,,,,,,,,,,, -2.59555,8.0236,2010,6,16,18,0,,,,,,,,,,,,, -2.81192,8.172,2010,6,16,21,0,,,,,,,,,,,,, -2.77408,8.675,2010,6,17,0,0,,,,,,,,,,,,, -2.78647,8.9079,2010,6,17,3,0,,,,,,,,,,,,, -2.75267,9.1264,2010,6,17,6,0,,,,,,,,,,,,, -2.65435,9.3489,2010,6,17,9,0,,,,,,,,,,,,, -2.52813,9.4748,2010,6,17,12,0,,,,,,,,,,,,, -2.40709,9.535,2010,6,17,15,0,,,,,,,,,,,,, -2.29035,9.6293,2010,6,17,18,0,,,,,,,,,,,,, -2.21067,9.5718,2010,6,17,21,0,,,,,,,,,,,,, -2.14115,9.4857,2010,6,18,0,0,,,,,,,,,,,,, -2.05917,9.5443,2010,6,18,3,0,,,,,,,,,,,,, -1.98884,9.5979,2010,6,18,6,0,,,,,,,,,,,,, -1.93318,9.523,2010,6,18,9,0,,,,,,,,,,,,, -1.87448,9.3592,2010,6,18,12,0,,,,,,,,,,,,, -1.80602,9.2093,2010,6,18,15,0,,,,,,,,,,,,, -1.74323,9.0813,2010,6,18,18,0,,,,,,,,,,,,, -1.66265,9.1738,2010,6,18,21,0,,,,,,,,,,,,, -1.64266,8.886,2010,6,19,0,0,,,,,,,,,,,,, -1.68195,8.3812,2010,6,19,3,0,,,,,,,,,,,,, -1.73747,8.0037,2010,6,19,6,0,,,,,,,,,,,,, -1.7455,8.0049,2010,6,19,9,0,,,,,,,,,,,,, -1.78776,7.9025,2010,6,19,12,0,,,,,,,,,,,,, -1.81033,7.9386,2010,6,19,15,0,,,,,,,,,,,,, -1.85059,7.9902,2010,6,19,18,0,,,,,,,,,,,,, -1.82541,8.3363,2010,6,19,21,0,,,,,,,,,,,,, -1.78838,8.6457,2010,6,20,0,0,,,,,,,,,,,,, -1.75924,8.8439,2010,6,20,3,0,,,,,,,,,,,,, -1.71476,9.0442,2010,6,20,6,0,,,,,,,,,,,,, -1.64714,9.3363,2010,6,20,9,0,,,,,,,,,,,,, -1.59705,9.3881,2010,6,20,12,0,,,,,,,,,,,,, -1.52931,9.4733,2010,6,20,15,0,,,,,,,,,,,,, -1.4561,9.5039,2010,6,20,18,0,,,,,,,,,,,,, -1.39893,9.3065,2010,6,20,21,0,,,,,,,,,,,,, -1.38275,8.7882,2010,6,21,0,0,,,,,,,,,,,,, -1.3903,8.4804,2010,6,21,3,0,,,,,,,,,,,,, -1.46808,8.5549,2010,6,21,6,0,,,,,,,,,,,,, -1.69149,8.6043,2010,6,21,9,0,,,,,,,,,,,,, -1.86302,8.5868,2010,6,21,12,0,,,,,,,,,,,,, -1.86196,8.6243,2010,6,21,15,0,,,,,,,,,,,,, -1.77673,8.6645,2010,6,21,18,0,,,,,,,,,,,,, -1.67597,8.6983,2010,6,21,21,0,,,,,,,,,,,,, -1.58255,8.7423,2010,6,22,0,0,,,,,,,,,,,,, -1.502,8.803,2010,6,22,3,0,,,,,,,,,,,,, -1.4308,8.8775,2010,6,22,6,0,,,,,,,,,,,,, -1.36625,8.945,2010,6,22,9,0,,,,,,,,,,,,, -1.31209,9.053,2010,6,22,12,0,,,,,,,,,,,,, -1.30117,9.4869,2010,6,22,15,0,,,,,,,,,,,,, -1.49552,10.4711,2010,6,22,18,0,,,,,,,,,,,,, -1.97222,10.7196,2010,6,22,21,0,,,,,,,,,,,,, -2.37531,10.4075,2010,6,23,0,0,,,,,,,,,,,,, -2.51642,10.1504,2010,6,23,3,0,,,,,,,,,,,,, -2.5534,9.9174,2010,6,23,6,0,,,,,,,,,,,,, -2.56168,9.6757,2010,6,23,9,0,,,,,,,,,,,,, -2.53685,9.489,2010,6,23,12,0,,,,,,,,,,,,, -2.50215,9.2685,2010,6,23,15,0,,,,,,,,,,,,, -2.48922,8.9339,2010,6,23,18,0,,,,,,,,,,,,, -2.46456,8.7107,2010,6,23,21,0,,,,,,,,,,,,, -2.38803,8.7009,2010,6,24,0,0,,,,,,,,,,,,, -2.26828,8.833,2010,6,24,3,0,,,,,,,,,,,,, -2.15644,8.9199,2010,6,24,6,0,,,,,,,,,,,,, -2.05005,9.0182,2010,6,24,9,0,,,,,,,,,,,,, -1.95194,9.1173,2010,6,24,12,0,,,,,,,,,,,,, -1.8546,9.2306,2010,6,24,15,0,,,,,,,,,,,,, -1.75994,9.3538,2010,6,24,18,0,,,,,,,,,,,,, -1.66862,9.4674,2010,6,24,21,0,,,,,,,,,,,,, -1.58871,9.5726,2010,6,25,0,0,,,,,,,,,,,,, -1.54427,9.494,2010,6,25,3,0,,,,,,,,,,,,, -1.50342,9.6466,2010,6,25,6,0,,,,,,,,,,,,, -1.49107,9.8424,2010,6,25,9,0,,,,,,,,,,,,, -1.509,10.036,2010,6,25,12,0,,,,,,,,,,,,, -1.516,10.4332,2010,6,25,15,0,,,,,,,,,,,,, -1.51617,10.7437,2010,6,25,18,0,,,,,,,,,,,,, -1.50941,10.8886,2010,6,25,21,0,,,,,,,,,,,,, -1.49866,10.9264,2010,6,26,0,0,,,,,,,,,,,,, -1.49029,10.9726,2010,6,26,3,0,,,,,,,,,,,,, -1.4947,11.1111,2010,6,26,6,0,,,,,,,,,,,,, -1.51746,11.3248,2010,6,26,9,0,,,,,,,,,,,,, -1.55002,11.5228,2010,6,26,12,0,,,,,,,,,,,,, -1.57607,11.6247,2010,6,26,15,0,,,,,,,,,,,,, -1.59601,11.491,2010,6,26,18,0,,,,,,,,,,,,, -1.60646,11.2429,2010,6,26,21,0,,,,,,,,,,,,, -1.596,11.1493,2010,6,27,0,0,,,,,,,,,,,,, -1.58544,11.0549,2010,6,27,3,0,,,,,,,,,,,,, -1.57105,11.037,2010,6,27,6,0,,,,,,,,,,,,, -1.56388,11.009,2010,6,27,9,0,,,,,,,,,,,,, -1.5645,10.9503,2010,6,27,12,0,,,,,,,,,,,,, -1.5757,10.8103,2010,6,27,15,0,,,,,,,,,,,,, -1.58683,10.6895,2010,6,27,18,0,,,,,,,,,,,,, -1.58904,10.6359,2010,6,27,21,0,,,,,,,,,,,,, -1.63062,10.2488,2010,6,28,0,0,,,,,,,,,,,,, -1.70413,9.803,2010,6,28,3,0,,,,,,,,,,,,, -1.77491,9.6793,2010,6,28,6,0,,,,,,,,,,,,, -1.90216,9.465,2010,6,28,9,0,,,,,,,,,,,,, -2.21897,8.6912,2010,6,28,12,0,,,,,,,,,,,,, -2.24759,9.0737,2010,6,28,15,0,,,,,,,,,,,,, -2.1975,9.5948,2010,6,28,18,0,,,,,,,,,,,,, -2.21358,9.8203,2010,6,28,21,0,,,,,,,,,,,,, -2.29159,9.7171,2010,6,29,0,0,,,,,,,,,,,,, -2.28294,9.6813,2010,6,29,3,0,,,,,,,,,,,,, -2.23165,9.5628,2010,6,29,6,0,,,,,,,,,,,,, -2.18663,9.4827,2010,6,29,9,0,,,,,,,,,,,,, -2.1621,9.481,2010,6,29,12,0,,,,,,,,,,,,, -2.12472,9.4981,2010,6,29,15,0,,,,,,,,,,,,, -2.1013,9.4074,2010,6,29,18,0,,,,,,,,,,,,, -2.06961,9.365,2010,6,29,21,0,,,,,,,,,,,,, -1.98898,9.3988,2010,6,30,0,0,,,,,,,,,,,,, -1.88731,9.3894,2010,6,30,3,0,,,,,,,,,,,,, -1.79094,9.3534,2010,6,30,6,0,,,,,,,,,,,,, -1.7063,9.3407,2010,6,30,9,0,,,,,,,,,,,,, -1.62688,9.3687,2010,6,30,12,0,,,,,,,,,,,,, -1.55336,9.4556,2010,6,30,15,0,,,,,,,,,,,,, -1.48135,9.5757,2010,6,30,18,0,,,,,,,,,,,,, -1.46148,9.1915,2010,6,30,21,0,,,,,,,,,,,,, -1.44771,8.8762,2010,7,1,0,0,,,,,,,,,,,,, -1.44555,8.6495,2010,7,1,3,0,,,,,,,,,,,,, -1.47984,8.5008,2010,7,1,6,0,,,,,,,,,,,,, -1.50803,8.548,2010,7,1,9,0,,,,,,,,,,,,, -1.51493,8.6203,2010,7,1,12,0,,,,,,,,,,,,, -1.52505,8.5287,2010,7,1,15,0,,,,,,,,,,,,, -1.54336,8.4889,2010,7,1,18,0,,,,,,,,,,,,, -1.67379,8.005,2010,7,1,21,0,,,,,,,,,,,,, -1.7597,7.8922,2010,7,2,0,0,,,,,,,,,,,,, -1.79125,7.9219,2010,7,2,3,0,,,,,,,,,,,,, -1.90663,7.5159,2010,7,2,6,0,,,,,,,,,,,,, -2.0418,7.2367,2010,7,2,9,0,,,,,,,,,,,,, -2.14512,7.1077,2010,7,2,12,0,,,,,,,,,,,,, -2.12694,7.2323,2010,7,2,15,0,,,,,,,,,,,,, -2.02988,7.3838,2010,7,2,18,0,,,,,,,,,,,,, -1.90275,7.6093,2010,7,2,21,0,,,,,,,,,,,,, -1.78556,7.8585,2010,7,3,0,0,,,,,,,,,,,,, -1.70242,8.0752,2010,7,3,3,0,,,,,,,,,,,,, -1.63526,8.2751,2010,7,3,6,0,,,,,,,,,,,,, -1.58436,8.4908,2010,7,3,9,0,,,,,,,,,,,,, -1.60716,8.3624,2010,7,3,12,0,,,,,,,,,,,,, -1.77533,7.7545,2010,7,3,15,0,,,,,,,,,,,,, -1.86542,7.7274,2010,7,3,18,0,,,,,,,,,,,,, -1.86753,8.014,2010,7,3,21,0,,,,,,,,,,,,, -1.83372,8.5113,2010,7,4,0,0,,,,,,,,,,,,, -1.82254,9.1365,2010,7,4,3,0,,,,,,,,,,,,, -1.82245,9.7148,2010,7,4,6,0,,,,,,,,,,,,, -1.83143,9.8703,2010,7,4,9,0,,,,,,,,,,,,, -1.86599,9.5182,2010,7,4,12,0,,,,,,,,,,,,, -1.92145,9.1032,2010,7,4,15,0,,,,,,,,,,,,, -2.00262,9.0851,2010,7,4,18,0,,,,,,,,,,,,, -2.03304,9.5375,2010,7,4,21,0,,,,,,,,,,,,, -2.04585,9.8533,2010,7,5,0,0,,,,,,,,,,,,, -2.05885,9.7903,2010,7,5,3,0,,,,,,,,,,,,, -2.06623,9.5506,2010,7,5,6,0,,,,,,,,,,,,, -2.04971,9.4285,2010,7,5,9,0,,,,,,,,,,,,, -2.03532,9.5086,2010,7,5,12,0,,,,,,,,,,,,, -2.03771,9.6182,2010,7,5,15,0,,,,,,,,,,,,, -2.05624,9.5227,2010,7,5,18,0,,,,,,,,,,,,, -2.08855,9.1026,2010,7,5,21,0,,,,,,,,,,,,, -2.08283,8.6879,2010,7,6,0,0,,,,,,,,,,,,, -2.17716,7.9213,2010,7,6,3,0,,,,,,,,,,,,, -2.24609,7.5671,2010,7,6,6,0,,,,,,,,,,,,, -2.26378,7.4556,2010,7,6,9,0,,,,,,,,,,,,, -2.31788,7.4056,2010,7,6,12,0,,,,,,,,,,,,, -2.32419,7.4577,2010,7,6,15,0,,,,,,,,,,,,, -2.34063,7.3752,2010,7,6,18,0,,,,,,,,,,,,, -2.59152,7.1447,2010,7,6,21,0,,,,,,,,,,,,, -2.68762,7.2859,2010,7,7,0,0,,,,,,,,,,,,, -2.62005,7.262,2010,7,7,3,0,,,,,,,,,,,,, -2.69172,7.2418,2010,7,7,6,0,,,,,,,,,,,,, -2.63267,7.2863,2010,7,7,9,0,,,,,,,,,,,,, -2.64526,7.2863,2010,7,7,12,0,,,,,,,,,,,,, -2.62516,7.2766,2010,7,7,15,0,,,,,,,,,,,,, -2.53072,7.3078,2010,7,7,18,0,,,,,,,,,,,,, -2.4236,7.2047,2010,7,7,21,0,,,,,,,,,,,,, -2.34722,7.0063,2010,7,8,0,0,,,,,,,,,,,,, -2.3556,6.903,2010,7,8,3,0,,,,,,,,,,,,, -2.22226,6.9682,2010,7,8,6,0,,,,,,,,,,,,, -2.08634,7.0138,2010,7,8,9,0,,,,,,,,,,,,, -2.08684,6.8591,2010,7,8,12,0,,,,,,,,,,,,, -2.03052,6.8246,2010,7,8,15,0,,,,,,,,,,,,, -1.96721,6.7678,2010,7,8,18,0,,,,,,,,,,,,, -1.83977,6.7964,2010,7,8,21,0,,,,,,,,,,,,, -1.78455,6.6745,2010,7,9,0,0,,,,,,,,,,,,, -1.76104,6.592,2010,7,9,3,0,,,,,,,,,,,,, -1.7971,6.5295,2010,7,9,6,0,,,,,,,,,,,,, -1.70016,6.7469,2010,7,9,9,0,,,,,,,,,,,,, -1.72005,6.6738,2010,7,9,12,0,,,,,,,,,,,,, -1.73861,6.6705,2010,7,9,15,0,,,,,,,,,,,,, -1.72485,6.6796,2010,7,9,18,0,,,,,,,,,,,,, -1.65289,6.722,2010,7,9,21,0,,,,,,,,,,,,, -1.56536,6.7595,2010,7,10,0,0,,,,,,,,,,,,, -1.45568,6.8745,2010,7,10,3,0,,,,,,,,,,,,, -1.37156,6.9549,2010,7,10,6,0,,,,,,,,,,,,, -1.28589,7.2162,2010,7,10,9,0,,,,,,,,,,,,, -1.24721,7.368,2010,7,10,12,0,,,,,,,,,,,,, -1.37133,6.9019,2010,7,10,15,0,,,,,,,,,,,,, -1.48996,6.7899,2010,7,10,18,0,,,,,,,,,,,,, -1.63156,6.8353,2010,7,10,21,0,,,,,,,,,,,,, -1.76114,7.0425,2010,7,11,0,0,,,,,,,,,,,,, -1.80129,7.5235,2010,7,11,3,0,,,,,,,,,,,,, -1.84008,8.0944,2010,7,11,6,0,,,,,,,,,,,,, -1.91755,8.7157,2010,7,11,9,0,,,,,,,,,,,,, -2.02524,9.202,2010,7,11,12,0,,,,,,,,,,,,, -2.14346,9.3761,2010,7,11,15,0,,,,,,,,,,,,, -2.23514,9.4449,2010,7,11,18,0,,,,,,,,,,,,, -2.30345,9.4801,2010,7,11,21,0,,,,,,,,,,,,, -2.40025,9.3047,2010,7,12,0,0,,,,,,,,,,,,, -2.42407,9.3628,2010,7,12,3,0,,,,,,,,,,,,, -2.4277,9.4413,2010,7,12,6,0,,,,,,,,,,,,, -2.49122,9.5033,2010,7,12,9,0,,,,,,,,,,,,, -2.62379,9.6319,2010,7,12,12,0,,,,,,,,,,,,, -2.79279,9.8597,2010,7,12,15,0,,,,,,,,,,,,, -2.87622,10.1803,2010,7,12,18,0,,,,,,,,,,,,, -2.88699,10.406,2010,7,12,21,0,,,,,,,,,,,,, -2.85113,10.4575,2010,7,13,0,0,,,,,,,,,,,,, -2.79993,10.2449,2010,7,13,3,0,,,,,,,,,,,,, -2.75695,9.938,2010,7,13,6,0,,,,,,,,,,,,, -2.73345,9.5541,2010,7,13,9,0,,,,,,,,,,,,, -2.67958,9.2405,2010,7,13,12,0,,,,,,,,,,,,, -2.57038,9.0565,2010,7,13,15,0,,,,,,,,,,,,, -2.50642,8.8174,2010,7,13,18,0,,,,,,,,,,,,, -2.46201,8.5993,2010,7,13,21,0,,,,,,,,,,,,, -2.3836,8.5056,2010,7,14,0,0,,,,,,,,,,,,, -2.28433,8.4389,2010,7,14,3,0,,,,,,,,,,,,, -2.17467,8.4027,2010,7,14,6,0,,,,,,,,,,,,, -2.02347,8.5596,2010,7,14,9,0,,,,,,,,,,,,, -1.90483,8.5869,2010,7,14,12,0,,,,,,,,,,,,, -1.79533,8.6173,2010,7,14,15,0,,,,,,,,,,,,, -1.69322,8.7094,2010,7,14,18,0,,,,,,,,,,,,, -1.63149,8.7319,2010,7,14,21,0,,,,,,,,,,,,, -1.66469,8.3747,2010,7,15,0,0,,,,,,,,,,,,, -1.72949,8.0237,2010,7,15,3,0,,,,,,,,,,,,, -1.85183,7.59,2010,7,15,6,0,,,,,,,,,,,,, -1.85596,7.5706,2010,7,15,9,0,,,,,,,,,,,,, -1.91483,7.45,2010,7,15,12,0,,,,,,,,,,,,, -1.97645,7.4525,2010,7,15,15,0,,,,,,,,,,,,, -2.05722,7.4326,2010,7,15,18,0,,,,,,,,,,,,, -2.09869,7.4884,2010,7,15,21,0,,,,,,,,,,,,, -2.12611,7.4777,2010,7,16,0,0,,,,,,,,,,,,, -2.03143,7.5472,2010,7,16,3,0,,,,,,,,,,,,, -2.00714,7.416,2010,7,16,6,0,,,,,,,,,,,,, -1.93829,7.448,2010,7,16,9,0,,,,,,,,,,,,, -1.94528,7.3581,2010,7,16,12,0,,,,,,,,,,,,, -1.94111,7.3662,2010,7,16,15,0,,,,,,,,,,,,, -1.87459,7.5462,2010,7,16,18,0,,,,,,,,,,,,, -1.86502,7.5246,2010,7,16,21,0,,,,,,,,,,,,, -1.8506,7.472,2010,7,17,0,0,,,,,,,,,,,,, -1.80032,7.4951,2010,7,17,3,0,,,,,,,,,,,,, -1.74542,7.4501,2010,7,17,6,0,,,,,,,,,,,,, -1.70608,7.3859,2010,7,17,9,0,,,,,,,,,,,,, -1.66681,7.387,2010,7,17,12,0,,,,,,,,,,,,, -1.65151,7.4078,2010,7,17,15,0,,,,,,,,,,,,, -1.67457,7.4137,2010,7,17,18,0,,,,,,,,,,,,, -1.68979,7.4177,2010,7,17,21,0,,,,,,,,,,,,, -1.69606,7.3348,2010,7,18,0,0,,,,,,,,,,,,, -1.71827,7.1661,2010,7,18,3,0,,,,,,,,,,,,, -1.65391,7.2312,2010,7,18,6,0,,,,,,,,,,,,, -1.55968,7.3918,2010,7,18,9,0,,,,,,,,,,,,, -1.54219,7.3887,2010,7,18,12,0,,,,,,,,,,,,, -1.50411,7.6593,2010,7,18,15,0,,,,,,,,,,,,, -1.47233,8.0023,2010,7,18,18,0,,,,,,,,,,,,, -1.49642,8.0814,2010,7,18,21,0,,,,,,,,,,,,, -1.52526,8.0718,2010,7,19,0,0,,,,,,,,,,,,, -1.58429,7.8787,2010,7,19,3,0,,,,,,,,,,,,, -1.60669,7.8687,2010,7,19,6,0,,,,,,,,,,,,, -1.59487,8.0809,2010,7,19,9,0,,,,,,,,,,,,, -1.67438,8.0928,2010,7,19,12,0,,,,,,,,,,,,, -1.83297,8.0334,2010,7,19,15,0,,,,,,,,,,,,, -1.94983,8.152,2010,7,19,18,0,,,,,,,,,,,,, -1.9063,8.6041,2010,7,19,21,0,,,,,,,,,,,,, -1.89435,8.7989,2010,7,20,0,0,,,,,,,,,,,,, -2.04686,8.4879,2010,7,20,3,0,,,,,,,,,,,,, -2.14361,8.3563,2010,7,20,6,0,,,,,,,,,,,,, -2.10045,8.4866,2010,7,20,9,0,,,,,,,,,,,,, -2.05198,8.7185,2010,7,20,12,0,,,,,,,,,,,,, -2.03535,9.0483,2010,7,20,15,0,,,,,,,,,,,,, -2.05061,9.2079,2010,7,20,18,0,,,,,,,,,,,,, -2.06286,9.0233,2010,7,20,21,0,,,,,,,,,,,,, -2.06576,8.6332,2010,7,21,0,0,,,,,,,,,,,,, -1.99126,8.4855,2010,7,21,3,0,,,,,,,,,,,,, -2.05343,8.1207,2010,7,21,6,0,,,,,,,,,,,,, -2.05679,8.2726,2010,7,21,9,0,,,,,,,,,,,,, -2.13751,8.2793,2010,7,21,12,0,,,,,,,,,,,,, -2.32437,8.125,2010,7,21,15,0,,,,,,,,,,,,, -2.40171,8.1217,2010,7,21,18,0,,,,,,,,,,,,, -2.38965,8.1285,2010,7,21,21,0,,,,,,,,,,,,, -2.35725,7.9678,2010,7,22,0,0,,,,,,,,,,,,, -2.2946,7.8289,2010,7,22,3,0,,,,,,,,,,,,, -2.29724,7.6619,2010,7,22,6,0,,,,,,,,,,,,, -2.26814,7.637,2010,7,22,9,0,,,,,,,,,,,,, -2.33599,7.538,2010,7,22,12,0,,,,,,,,,,,,, -2.22569,7.7903,2010,7,22,15,0,,,,,,,,,,,,, -2.12784,7.9184,2010,7,22,18,0,,,,,,,,,,,,, -2.11859,7.8196,2010,7,22,21,0,,,,,,,,,,,,, -2.11579,7.698,2010,7,23,0,0,,,,,,,,,,,,, -2.14537,7.5083,2010,7,23,3,0,,,,,,,,,,,,, -2.08527,7.5184,2010,7,23,6,0,,,,,,,,,,,,, -1.98427,7.6038,2010,7,23,9,0,,,,,,,,,,,,, -1.91868,7.5606,2010,7,23,12,0,,,,,,,,,,,,, -1.91113,7.3616,2010,7,23,15,0,,,,,,,,,,,,, -1.85794,7.3168,2010,7,23,18,0,,,,,,,,,,,,, -1.79908,7.2605,2010,7,23,21,0,,,,,,,,,,,,, -1.80417,7.0586,2010,7,24,0,0,,,,,,,,,,,,, -1.82953,6.8601,2010,7,24,3,0,,,,,,,,,,,,, -1.88907,6.6494,2010,7,24,6,0,,,,,,,,,,,,, -1.96609,6.4556,2010,7,24,9,0,,,,,,,,,,,,, -1.96284,6.5002,2010,7,24,12,0,,,,,,,,,,,,, -1.95489,6.625,2010,7,24,15,0,,,,,,,,,,,,, -2.0852,6.8032,2010,7,24,18,0,,,,,,,,,,,,, -2.11855,7.1858,2010,7,24,21,0,,,,,,,,,,,,, -2.18491,7.2644,2010,7,25,0,0,,,,,,,,,,,,, -2.34761,7.1168,2010,7,25,3,0,,,,,,,,,,,,, -2.47531,7.0667,2010,7,25,6,0,,,,,,,,,,,,, -2.47705,7.1327,2010,7,25,9,0,,,,,,,,,,,,, -2.54444,7.0435,2010,7,25,12,0,,,,,,,,,,,,, -2.46955,7.2001,2010,7,25,15,0,,,,,,,,,,,,, -2.492,7.1325,2010,7,25,18,0,,,,,,,,,,,,, -2.55254,7.0568,2010,7,25,21,0,,,,,,,,,,,,, -2.68074,7.0282,2010,7,26,0,0,,,,,,,,,,,,, -2.71629,7.206,2010,7,26,3,0,,,,,,,,,,,,, -2.86463,7.2796,2010,7,26,6,0,,,,,,,,,,,,, -2.777,7.3945,2010,7,26,9,0,,,,,,,,,,,,, -2.68218,7.3276,2010,7,26,12,0,,,,,,,,,,,,, -2.47777,7.2945,2010,7,26,15,0,,,,,,,,,,,,, -2.31008,7.2046,2010,7,26,18,0,,,,,,,,,,,,, -2.20182,7.0677,2010,7,26,21,0,,,,,,,,,,,,, -2.15785,7.0476,2010,7,27,0,0,,,,,,,,,,,,, -2.1482,7.0594,2010,7,27,3,0,,,,,,,,,,,,, -2.20544,7.0051,2010,7,27,6,0,,,,,,,,,,,,, -2.25904,7.0734,2010,7,27,9,0,,,,,,,,,,,,, -2.30752,7.0509,2010,7,27,12,0,,,,,,,,,,,,, -2.32967,7.1115,2010,7,27,15,0,,,,,,,,,,,,, -2.38926,7.0983,2010,7,27,18,0,,,,,,,,,,,,, -2.3351,7.2115,2010,7,27,21,0,,,,,,,,,,,,, -2.26701,7.2788,2010,7,28,0,0,,,,,,,,,,,,, -2.21034,7.3639,2010,7,28,3,0,,,,,,,,,,,,, -2.14423,7.3441,2010,7,28,6,0,,,,,,,,,,,,, -2.02842,7.2776,2010,7,28,9,0,,,,,,,,,,,,, -1.88376,7.1969,2010,7,28,12,0,,,,,,,,,,,,, -1.76474,7.1713,2010,7,28,15,0,,,,,,,,,,,,, -1.65975,7.2683,2010,7,28,18,0,,,,,,,,,,,,, -1.62235,7.2759,2010,7,28,21,0,,,,,,,,,,,,, -1.58838,7.3712,2010,7,29,0,0,,,,,,,,,,,,, -1.62219,7.2948,2010,7,29,3,0,,,,,,,,,,,,, -1.63887,7.2898,2010,7,29,6,0,,,,,,,,,,,,, -1.5523,7.5527,2010,7,29,9,0,,,,,,,,,,,,, -1.47147,7.714,2010,7,29,12,0,,,,,,,,,,,,, -1.52183,7.3643,2010,7,29,15,0,,,,,,,,,,,,, -1.51146,7.3889,2010,7,29,18,0,,,,,,,,,,,,, -1.58925,7.2033,2010,7,29,21,0,,,,,,,,,,,,, -1.56474,7.3763,2010,7,30,0,0,,,,,,,,,,,,, -1.69426,7.1343,2010,7,30,3,0,,,,,,,,,,,,, -1.79216,7.1225,2010,7,30,6,0,,,,,,,,,,,,, -1.79024,7.3336,2010,7,30,9,0,,,,,,,,,,,,, -1.74778,7.5273,2010,7,30,12,0,,,,,,,,,,,,, -1.83067,7.3902,2010,7,30,15,0,,,,,,,,,,,,, -1.92668,7.374,2010,7,30,18,0,,,,,,,,,,,,, -1.98862,7.4313,2010,7,30,21,0,,,,,,,,,,,,, -1.96259,7.4778,2010,7,31,0,0,,,,,,,,,,,,, -2.09862,7.2576,2010,7,31,3,0,,,,,,,,,,,,, -2.28324,7.195,2010,7,31,6,0,,,,,,,,,,,,, -2.31864,7.3768,2010,7,31,9,0,,,,,,,,,,,,, -2.37285,7.4926,2010,7,31,12,0,,,,,,,,,,,,, -2.49674,7.6149,2010,7,31,15,0,,,,,,,,,,,,, -2.53222,7.8027,2010,7,31,18,0,,,,,,,,,,,,, -2.42642,7.8816,2010,7,31,21,0,,,,,,,,,,,,, -2.30933,7.7384,2010,8,1,0,0,,,,,,,,,,,,, -2.24689,7.5254,2010,8,1,3,0,,,,,,,,,,,,, -2.20042,7.4135,2010,8,1,6,0,,,,,,,,,,,,, -2.06183,7.5721,2010,8,1,9,0,,,,,,,,,,,,, -1.99233,7.8371,2010,8,1,12,0,,,,,,,,,,,,, -1.87518,8.4249,2010,8,1,15,0,,,,,,,,,,,,, -1.78427,8.8833,2010,8,1,18,0,,,,,,,,,,,,, -1.71705,9.0289,2010,8,1,21,0,,,,,,,,,,,,, -1.67353,8.8485,2010,8,2,0,0,,,,,,,,,,,,, -1.61768,8.7248,2010,8,2,3,0,,,,,,,,,,,,, -1.60097,8.5315,2010,8,2,6,0,,,,,,,,,,,,, -1.59076,8.5642,2010,8,2,9,0,,,,,,,,,,,,, -1.65546,8.3457,2010,8,2,12,0,,,,,,,,,,,,, -1.70352,8.3151,2010,8,2,15,0,,,,,,,,,,,,, -1.73435,8.3264,2010,8,2,18,0,,,,,,,,,,,,, -1.84313,7.9892,2010,8,2,21,0,,,,,,,,,,,,, -1.90607,7.8758,2010,8,3,0,0,,,,,,,,,,,,, -1.97927,7.711,2010,8,3,3,0,,,,,,,,,,,,, -2.05381,7.5483,2010,8,3,6,0,,,,,,,,,,,,, -2.06058,7.5819,2010,8,3,9,0,,,,,,,,,,,,, -2.15261,7.4846,2010,8,3,12,0,,,,,,,,,,,,, -2.09091,7.7284,2010,8,3,15,0,,,,,,,,,,,,, -2.02188,7.8998,2010,8,3,18,0,,,,,,,,,,,,, -2.03729,7.8047,2010,8,3,21,0,,,,,,,,,,,,, -2.084,7.5949,2010,8,4,0,0,,,,,,,,,,,,, -2.09214,7.4516,2010,8,4,3,0,,,,,,,,,,,,, -2.10147,7.3848,2010,8,4,6,0,,,,,,,,,,,,, -2.03583,7.5109,2010,8,4,9,0,,,,,,,,,,,,, -1.99277,7.613,2010,8,4,12,0,,,,,,,,,,,,, -1.92907,7.8242,2010,8,4,15,0,,,,,,,,,,,,, -1.87357,7.9593,2010,8,4,18,0,,,,,,,,,,,,, -1.90981,7.784,2010,8,4,21,0,,,,,,,,,,,,, -1.85846,7.9723,2010,8,5,0,0,,,,,,,,,,,,, -1.92912,7.7458,2010,8,5,3,0,,,,,,,,,,,,, -2.03009,7.5342,2010,8,5,6,0,,,,,,,,,,,,, -1.99667,7.6671,2010,8,5,9,0,,,,,,,,,,,,, -2.04019,7.5767,2010,8,5,12,0,,,,,,,,,,,,, -2.09315,7.5686,2010,8,5,15,0,,,,,,,,,,,,, -2.14391,7.6632,2010,8,5,18,0,,,,,,,,,,,,, -2.16043,7.8455,2010,8,5,21,0,,,,,,,,,,,,, -2.17831,7.8405,2010,8,6,0,0,,,,,,,,,,,,, -2.16123,7.8067,2010,8,6,3,0,,,,,,,,,,,,, -2.09309,7.7836,2010,8,6,6,0,,,,,,,,,,,,, -1.93866,7.9874,2010,8,6,9,0,,,,,,,,,,,,, -1.80911,8.2432,2010,8,6,12,0,,,,,,,,,,,,, -1.68024,8.8172,2010,8,6,15,0,,,,,,,,,,,,, -1.57918,9.4097,2010,8,6,18,0,,,,,,,,,,,,, -1.50741,9.7579,2010,8,6,21,0,,,,,,,,,,,,, -1.4866,9.6486,2010,8,7,0,0,,,,,,,,,,,,, -1.44365,9.8688,2010,8,7,3,0,,,,,,,,,,,,, -1.44087,9.892,2010,8,7,6,0,,,,,,,,,,,,, -1.4852,9.6803,2010,8,7,9,0,,,,,,,,,,,,, -1.57618,9.2759,2010,8,7,12,0,,,,,,,,,,,,, -1.68938,8.9007,2010,8,7,15,0,,,,,,,,,,,,, -1.80107,8.7584,2010,8,7,18,0,,,,,,,,,,,,, -1.86671,8.8936,2010,8,7,21,0,,,,,,,,,,,,, -1.87408,9.1062,2010,8,8,0,0,,,,,,,,,,,,, -1.85282,9.1827,2010,8,8,3,0,,,,,,,,,,,,, -1.79768,9.2679,2010,8,8,6,0,,,,,,,,,,,,, -1.7351,9.2893,2010,8,8,9,0,,,,,,,,,,,,, -1.67531,9.2769,2010,8,8,12,0,,,,,,,,,,,,, -1.62297,9.3042,2010,8,8,15,0,,,,,,,,,,,,, -1.57082,9.4413,2010,8,8,18,0,,,,,,,,,,,,, -1.52573,9.6018,2010,8,8,21,0,,,,,,,,,,,,, -1.49289,9.6284,2010,8,9,0,0,,,,,,,,,,,,, -1.56278,8.8496,2010,8,9,3,0,,,,,,,,,,,,, -1.67822,8.0818,2010,8,9,6,0,,,,,,,,,,,,, -1.71873,7.8848,2010,8,9,9,0,,,,,,,,,,,,, -1.71703,7.8937,2010,8,9,12,0,,,,,,,,,,,,, -1.75198,7.8762,2010,8,9,15,0,,,,,,,,,,,,, -1.7468,8.0688,2010,8,9,18,0,,,,,,,,,,,,, -1.72913,8.1536,2010,8,9,21,0,,,,,,,,,,,,, -1.71978,8.0235,2010,8,10,0,0,,,,,,,,,,,,, -1.68267,7.9178,2010,8,10,3,0,,,,,,,,,,,,, -1.64944,7.7737,2010,8,10,6,0,,,,,,,,,,,,, -1.67997,7.4068,2010,8,10,9,0,,,,,,,,,,,,, -1.84174,6.8877,2010,8,10,12,0,,,,,,,,,,,,, -1.95044,6.8596,2010,8,10,15,0,,,,,,,,,,,,, -1.97625,6.9635,2010,8,10,18,0,,,,,,,,,,,,, -2.0606,6.966,2010,8,10,21,0,,,,,,,,,,,,, -2.09354,7.1277,2010,8,11,0,0,,,,,,,,,,,,, -2.05012,7.3314,2010,8,11,3,0,,,,,,,,,,,,, -2.04162,7.3404,2010,8,11,6,0,,,,,,,,,,,,, -2.06544,7.4034,2010,8,11,9,0,,,,,,,,,,,,, -2.1887,7.4998,2010,8,11,12,0,,,,,,,,,,,,, -2.31733,7.8143,2010,8,11,15,0,,,,,,,,,,,,, -2.40875,8.0378,2010,8,11,18,0,,,,,,,,,,,,, -2.4861,8.061,2010,8,11,21,0,,,,,,,,,,,,, -2.51681,7.9959,2010,8,12,0,0,,,,,,,,,,,,, -2.55415,7.8181,2010,8,12,3,0,,,,,,,,,,,,, -2.61999,7.6526,2010,8,12,6,0,,,,,,,,,,,,, -2.63624,7.588,2010,8,12,9,0,,,,,,,,,,,,, -2.67233,7.4953,2010,8,12,12,0,,,,,,,,,,,,, -2.7119,7.4456,2010,8,12,15,0,,,,,,,,,,,,, -2.75134,7.4355,2010,8,12,18,0,,,,,,,,,,,,, -2.65728,7.5979,2010,8,12,21,0,,,,,,,,,,,,, -2.76885,7.376,2010,8,13,0,0,,,,,,,,,,,,, -2.68091,7.4422,2010,8,13,3,0,,,,,,,,,,,,, -2.76339,7.3706,2010,8,13,6,0,,,,,,,,,,,,, -2.80736,7.4661,2010,8,13,9,0,,,,,,,,,,,,, -2.84197,7.4988,2010,8,13,12,0,,,,,,,,,,,,, -2.78627,7.5791,2010,8,13,15,0,,,,,,,,,,,,, -2.61729,7.5634,2010,8,13,18,0,,,,,,,,,,,,, -2.35637,7.6463,2010,8,13,21,0,,,,,,,,,,,,, -2.1916,7.5781,2010,8,14,0,0,,,,,,,,,,,,, -2.13105,7.426,2010,8,14,3,0,,,,,,,,,,,,, -2.09508,7.4116,2010,8,14,6,0,,,,,,,,,,,,, -1.926,7.8519,2010,8,14,9,0,,,,,,,,,,,,, -1.82778,8.0026,2010,8,14,12,0,,,,,,,,,,,,, -1.75703,7.9759,2010,8,14,15,0,,,,,,,,,,,,, -1.69745,7.9083,2010,8,14,18,0,,,,,,,,,,,,, -1.6233,8.0632,2010,8,14,21,0,,,,,,,,,,,,, -1.57472,8.263,2010,8,15,0,0,,,,,,,,,,,,, -1.51064,8.653,2010,8,15,3,0,,,,,,,,,,,,, -1.44248,8.9786,2010,8,15,6,0,,,,,,,,,,,,, -1.36849,9.2545,2010,8,15,9,0,,,,,,,,,,,,, -1.30559,9.4267,2010,8,15,12,0,,,,,,,,,,,,, -1.2571,9.6515,2010,8,15,15,0,,,,,,,,,,,,, -1.22124,9.9923,2010,8,15,18,0,,,,,,,,,,,,, -1.19306,10.3653,2010,8,15,21,0,,,,,,,,,,,,, -1.16251,10.6642,2010,8,16,0,0,,,,,,,,,,,,, -1.12339,10.8117,2010,8,16,3,0,,,,,,,,,,,,, -1.08503,10.7502,2010,8,16,6,0,,,,,,,,,,,,, -1.05537,10.5882,2010,8,16,9,0,,,,,,,,,,,,, -1.0378,10.5212,2010,8,16,12,0,,,,,,,,,,,,, -1.0337,10.688,2010,8,16,15,0,,,,,,,,,,,,, -1.05372,10.7977,2010,8,16,18,0,,,,,,,,,,,,, -1.095,10.6519,2010,8,16,21,0,,,,,,,,,,,,, -1.14967,10.2425,2010,8,17,0,0,,,,,,,,,,,,, -1.30776,8.8028,2010,8,17,3,0,,,,,,,,,,,,, -1.58745,7.3535,2010,8,17,6,0,,,,,,,,,,,,, -1.61966,7.3689,2010,8,17,9,0,,,,,,,,,,,,, -1.66161,7.167,2010,8,17,12,0,,,,,,,,,,,,, -1.70016,7.08,2010,8,17,15,0,,,,,,,,,,,,, -1.71707,7.1354,2010,8,17,18,0,,,,,,,,,,,,, -1.72179,7.2399,2010,8,17,21,0,,,,,,,,,,,,, -1.73588,7.3777,2010,8,18,0,0,,,,,,,,,,,,, -1.71037,7.6411,2010,8,18,3,0,,,,,,,,,,,,, -1.73246,7.7263,2010,8,18,6,0,,,,,,,,,,,,, -1.76689,7.6608,2010,8,18,9,0,,,,,,,,,,,,, -1.7578,7.6296,2010,8,18,12,0,,,,,,,,,,,,, -1.74877,7.6217,2010,8,18,15,0,,,,,,,,,,,,, -1.74153,7.6886,2010,8,18,18,0,,,,,,,,,,,,, -1.69102,8.0338,2010,8,18,21,0,,,,,,,,,,,,, -1.67958,8.0845,2010,8,19,0,0,,,,,,,,,,,,, -1.7413,7.7123,2010,8,19,3,0,,,,,,,,,,,,, -1.88347,7.2391,2010,8,19,6,0,,,,,,,,,,,,, -1.82769,7.3938,2010,8,19,9,0,,,,,,,,,,,,, -1.79838,7.6225,2010,8,19,12,0,,,,,,,,,,,,, -1.77211,8.0456,2010,8,19,15,0,,,,,,,,,,,,, -1.72175,8.7733,2010,8,19,18,0,,,,,,,,,,,,, -1.71671,9.3614,2010,8,19,21,0,,,,,,,,,,,,, -1.74593,9.7791,2010,8,20,0,0,,,,,,,,,,,,, -1.77349,10.1404,2010,8,20,3,0,,,,,,,,,,,,, -1.79261,10.3683,2010,8,20,6,0,,,,,,,,,,,,, -1.82078,10.3877,2010,8,20,9,0,,,,,,,,,,,,, -1.85368,10.4712,2010,8,20,12,0,,,,,,,,,,,,, -1.88049,10.7268,2010,8,20,15,0,,,,,,,,,,,,, -1.88052,11.051,2010,8,20,18,0,,,,,,,,,,,,, -1.85663,11.124,2010,8,20,21,0,,,,,,,,,,,,, -1.81198,10.9384,2010,8,21,0,0,,,,,,,,,,,,, -1.76724,10.698,2010,8,21,3,0,,,,,,,,,,,,, -1.73578,10.7864,2010,8,21,6,0,,,,,,,,,,,,, -1.73701,11.1343,2010,8,21,9,0,,,,,,,,,,,,, -1.7541,11.5276,2010,8,21,12,0,,,,,,,,,,,,, -1.76128,11.7186,2010,8,21,15,0,,,,,,,,,,,,, -1.73696,11.7341,2010,8,21,18,0,,,,,,,,,,,,, -1.68947,11.6646,2010,8,21,21,0,,,,,,,,,,,,, -1.64087,11.5198,2010,8,22,0,0,,,,,,,,,,,,, -1.61477,11.3294,2010,8,22,3,0,,,,,,,,,,,,, -1.60006,11.3072,2010,8,22,6,0,,,,,,,,,,,,, -1.59183,11.4369,2010,8,22,9,0,,,,,,,,,,,,, -1.58511,11.6346,2010,8,22,12,0,,,,,,,,,,,,, -1.57111,11.8363,2010,8,22,15,0,,,,,,,,,,,,, -1.54414,12.0158,2010,8,22,18,0,,,,,,,,,,,,, -1.52491,11.9011,2010,8,22,21,0,,,,,,,,,,,,, -1.52341,11.5905,2010,8,23,0,0,,,,,,,,,,,,, -1.50588,11.631,2010,8,23,3,0,,,,,,,,,,,,, -1.51302,11.5223,2010,8,23,6,0,,,,,,,,,,,,, -1.53391,11.3418,2010,8,23,9,0,,,,,,,,,,,,, -1.56049,11.224,2010,8,23,12,0,,,,,,,,,,,,, -1.58579,11.2563,2010,8,23,15,0,,,,,,,,,,,,, -1.59793,11.3662,2010,8,23,18,0,,,,,,,,,,,,, -1.58612,11.4499,2010,8,23,21,0,,,,,,,,,,,,, -1.54854,11.4957,2010,8,24,0,0,,,,,,,,,,,,, -1.49569,11.5088,2010,8,24,3,0,,,,,,,,,,,,, -1.45524,11.401,2010,8,24,6,0,,,,,,,,,,,,, -1.43714,11.2493,2010,8,24,9,0,,,,,,,,,,,,, -1.44628,11.0512,2010,8,24,12,0,,,,,,,,,,,,, -1.4939,10.9373,2010,8,24,15,0,,,,,,,,,,,,, -1.56141,11.0162,2010,8,24,18,0,,,,,,,,,,,,, -1.60981,11.1053,2010,8,24,21,0,,,,,,,,,,,,, -1.65229,10.7552,2010,8,25,0,0,,,,,,,,,,,,, -1.67491,10.3316,2010,8,25,3,0,,,,,,,,,,,,, -1.64842,10.1842,2010,8,25,6,0,,,,,,,,,,,,, -1.60566,10.5532,2010,8,25,9,0,,,,,,,,,,,,, -1.5979,10.9585,2010,8,25,12,0,,,,,,,,,,,,, -1.58141,11.3302,2010,8,25,15,0,,,,,,,,,,,,, -1.54372,11.419,2010,8,25,18,0,,,,,,,,,,,,, -1.49018,11.2861,2010,8,25,21,0,,,,,,,,,,,,, -1.44281,10.9906,2010,8,26,0,0,,,,,,,,,,,,, -1.43397,10.7008,2010,8,26,3,0,,,,,,,,,,,,, -1.46954,10.5191,2010,8,26,6,0,,,,,,,,,,,,, -1.54795,10.252,2010,8,26,9,0,,,,,,,,,,,,, -1.67399,9.6621,2010,8,26,12,0,,,,,,,,,,,,, -1.75249,9.253,2010,8,26,15,0,,,,,,,,,,,,, -1.76012,8.9942,2010,8,26,18,0,,,,,,,,,,,,, -1.84381,8.4085,2010,8,26,21,0,,,,,,,,,,,,, -1.89333,8.1734,2010,8,27,0,0,,,,,,,,,,,,, -1.87411,8.3537,2010,8,27,3,0,,,,,,,,,,,,, -1.91647,8.3744,2010,8,27,6,0,,,,,,,,,,,,, -1.91397,8.5945,2010,8,27,9,0,,,,,,,,,,,,, -1.87155,8.8815,2010,8,27,12,0,,,,,,,,,,,,, -1.81557,9.1287,2010,8,27,15,0,,,,,,,,,,,,, -1.75841,9.2979,2010,8,27,18,0,,,,,,,,,,,,, -1.70062,9.4834,2010,8,27,21,0,,,,,,,,,,,,, -1.64087,9.7338,2010,8,28,0,0,,,,,,,,,,,,, -1.57432,10.0062,2010,8,28,3,0,,,,,,,,,,,,, -1.50131,10.1788,2010,8,28,6,0,,,,,,,,,,,,, -1.46019,9.9047,2010,8,28,9,0,,,,,,,,,,,,, -1.50622,9.064,2010,8,28,12,0,,,,,,,,,,,,, -1.68134,8.1404,2010,8,28,15,0,,,,,,,,,,,,, -1.90416,7.7323,2010,8,28,18,0,,,,,,,,,,,,, -2.03318,7.7249,2010,8,28,21,0,,,,,,,,,,,,, -2.13425,7.7052,2010,8,29,0,0,,,,,,,,,,,,, -2.22219,7.6669,2010,8,29,3,0,,,,,,,,,,,,, -2.26699,7.6533,2010,8,29,6,0,,,,,,,,,,,,, -2.16299,7.9467,2010,8,29,9,0,,,,,,,,,,,,, -2.07002,8.1117,2010,8,29,12,0,,,,,,,,,,,,, -2.0087,8.0699,2010,8,29,15,0,,,,,,,,,,,,, -1.88417,8.1359,2010,8,29,18,0,,,,,,,,,,,,, -1.82778,7.8842,2010,8,29,21,0,,,,,,,,,,,,, -2.03503,7.2587,2010,8,30,0,0,,,,,,,,,,,,, -2.13106,7.3777,2010,8,30,3,0,,,,,,,,,,,,, -2.31309,7.3087,2010,8,30,6,0,,,,,,,,,,,,, -2.45769,7.4586,2010,8,30,9,0,,,,,,,,,,,,, -2.73088,7.4731,2010,8,30,12,0,,,,,,,,,,,,, -2.93835,7.6035,2010,8,30,15,0,,,,,,,,,,,,, -2.89279,7.788,2010,8,30,18,0,,,,,,,,,,,,, -2.58572,8.1912,2010,8,30,21,0,,,,,,,,,,,,, -2.34196,8.5081,2010,8,31,0,0,,,,,,,,,,,,, -2.18948,8.6901,2010,8,31,3,0,,,,,,,,,,,,, -2.08271,8.776,2010,8,31,6,0,,,,,,,,,,,,, -2.03959,8.5481,2010,8,31,9,0,,,,,,,,,,,,, -2.10916,8.0099,2010,8,31,12,0,,,,,,,,,,,,, -2.27635,7.542,2010,8,31,15,0,,,,,,,,,,,,, -2.56015,7.3688,2010,8,31,18,0,,,,,,,,,,,,, -2.54121,7.8527,2010,8,31,21,0,,,,,,,,,,,,, -2.58926,8.2095,2010,9,1,0,0,,,,,,,,,,,,, -2.75642,8.2357,2010,9,1,3,0,,,,,,,,,,,,, -2.93134,8.2515,2010,9,1,6,0,,,,,,,,,,,,, -2.91516,8.5319,2010,9,1,9,0,,,,,,,,,,,,, -2.82597,8.8147,2010,9,1,12,0,,,,,,,,,,,,, -2.70591,9.0254,2010,9,1,15,0,,,,,,,,,,,,, -2.57636,9.1411,2010,9,1,18,0,,,,,,,,,,,,, -2.44844,9.2018,2010,9,1,21,0,,,,,,,,,,,,, -2.33501,9.2471,2010,9,2,0,0,,,,,,,,,,,,, -2.2425,9.2941,2010,9,2,3,0,,,,,,,,,,,,, -2.16705,9.3447,2010,9,2,6,0,,,,,,,,,,,,, -2.09852,9.3965,2010,9,2,9,0,,,,,,,,,,,,, -2.03547,9.4447,2010,9,2,12,0,,,,,,,,,,,,, -1.9832,9.5122,2010,9,2,15,0,,,,,,,,,,,,, -1.96402,9.6031,2010,9,2,18,0,,,,,,,,,,,,, -1.97368,9.7765,2010,9,2,21,0,,,,,,,,,,,,, -1.99393,9.8942,2010,9,3,0,0,,,,,,,,,,,,, -1.98941,9.9488,2010,9,3,3,0,,,,,,,,,,,,, -1.96726,9.8476,2010,9,3,6,0,,,,,,,,,,,,, -1.94269,9.7291,2010,9,3,9,0,,,,,,,,,,,,, -1.90661,9.6987,2010,9,3,12,0,,,,,,,,,,,,, -1.86152,9.7823,2010,9,3,15,0,,,,,,,,,,,,, -1.82027,9.7974,2010,9,3,18,0,,,,,,,,,,,,, -1.76945,9.7333,2010,9,3,21,0,,,,,,,,,,,,, -1.73982,9.3629,2010,9,4,0,0,,,,,,,,,,,,, -1.77387,8.5792,2010,9,4,3,0,,,,,,,,,,,,, -1.84628,7.9259,2010,9,4,6,0,,,,,,,,,,,,, -1.91364,7.6649,2010,9,4,9,0,,,,,,,,,,,,, -1.85559,7.773,2010,9,4,12,0,,,,,,,,,,,,, -1.81385,7.6736,2010,9,4,15,0,,,,,,,,,,,,, -1.78054,7.4422,2010,9,4,18,0,,,,,,,,,,,,, -1.71684,7.4067,2010,9,4,21,0,,,,,,,,,,,,, -1.70114,7.3315,2010,9,5,0,0,,,,,,,,,,,,, -1.72499,7.2622,2010,9,5,3,0,,,,,,,,,,,,, -1.75242,7.2136,2010,9,5,6,0,,,,,,,,,,,,, -1.77501,7.1004,2010,9,5,9,0,,,,,,,,,,,,, -1.71799,7.1356,2010,9,5,12,0,,,,,,,,,,,,, -1.6303,7.1519,2010,9,5,15,0,,,,,,,,,,,,, -1.64943,6.7956,2010,9,5,18,0,,,,,,,,,,,,, -1.61851,6.8082,2010,9,5,21,0,,,,,,,,,,,,, -1.5536,7.0502,2010,9,6,0,0,,,,,,,,,,,,, -1.49031,7.1754,2010,9,6,3,0,,,,,,,,,,,,, -1.5109,6.9428,2010,9,6,6,0,,,,,,,,,,,,, -1.48419,7.0969,2010,9,6,9,0,,,,,,,,,,,,, -1.50637,7.3369,2010,9,6,12,0,,,,,,,,,,,,, -1.67346,7.5242,2010,9,6,15,0,,,,,,,,,,,,, -2.02157,7.8106,2010,9,6,18,0,,,,,,,,,,,,, -2.26061,8.623,2010,9,6,21,0,,,,,,,,,,,,, -2.41814,9.0486,2010,9,7,0,0,,,,,,,,,,,,, -2.4505,9.2827,2010,9,7,3,0,,,,,,,,,,,,, -2.40217,9.318,2010,9,7,6,0,,,,,,,,,,,,, -2.30599,9.322,2010,9,7,9,0,,,,,,,,,,,,, -2.23286,9.1005,2010,9,7,12,0,,,,,,,,,,,,, -2.27424,8.4209,2010,9,7,15,0,,,,,,,,,,,,, -2.27615,8.0941,2010,9,7,18,0,,,,,,,,,,,,, -2.23835,8.0194,2010,9,7,21,0,,,,,,,,,,,,, -2.30529,7.704,2010,9,8,0,0,,,,,,,,,,,,, -2.38224,7.4468,2010,9,8,3,0,,,,,,,,,,,,, -2.37562,7.3987,2010,9,8,6,0,,,,,,,,,,,,, -2.36253,7.3787,2010,9,8,9,0,,,,,,,,,,,,, -2.33823,7.4121,2010,9,8,12,0,,,,,,,,,,,,, -2.33944,7.3951,2010,9,8,15,0,,,,,,,,,,,,, -2.35126,7.3176,2010,9,8,18,0,,,,,,,,,,,,, -2.36159,7.3066,2010,9,8,21,0,,,,,,,,,,,,, -2.32819,7.3703,2010,9,9,0,0,,,,,,,,,,,,, -2.24148,7.5285,2010,9,9,3,0,,,,,,,,,,,,, -2.16355,7.5594,2010,9,9,6,0,,,,,,,,,,,,, -2.06539,7.5673,2010,9,9,9,0,,,,,,,,,,,,, -1.92065,7.7059,2010,9,9,12,0,,,,,,,,,,,,, -1.79822,7.7509,2010,9,9,15,0,,,,,,,,,,,,, -1.68454,7.8466,2010,9,9,18,0,,,,,,,,,,,,, -1.59085,8.0196,2010,9,9,21,0,,,,,,,,,,,,, -1.55755,8.1462,2010,9,10,0,0,,,,,,,,,,,,, -1.61483,8.088,2010,9,10,3,0,,,,,,,,,,,,, -1.6464,8.3646,2010,9,10,6,0,,,,,,,,,,,,, -1.65435,8.6563,2010,9,10,9,0,,,,,,,,,,,,, -1.64763,8.8323,2010,9,10,12,0,,,,,,,,,,,,, -1.6321,8.9064,2010,9,10,15,0,,,,,,,,,,,,, -1.61106,8.9398,2010,9,10,18,0,,,,,,,,,,,,, -1.58794,8.9568,2010,9,10,21,0,,,,,,,,,,,,, -1.56317,8.9901,2010,9,11,0,0,,,,,,,,,,,,, -1.54188,8.9894,2010,9,11,3,0,,,,,,,,,,,,, -1.51942,8.9768,2010,9,11,6,0,,,,,,,,,,,,, -1.49349,8.9695,2010,9,11,9,0,,,,,,,,,,,,, -1.46611,8.9561,2010,9,11,12,0,,,,,,,,,,,,, -1.46237,8.7481,2010,9,11,15,0,,,,,,,,,,,,, -1.47499,8.4936,2010,9,11,18,0,,,,,,,,,,,,, -1.54035,7.9653,2010,9,11,21,0,,,,,,,,,,,,, -1.66842,7.5303,2010,9,12,0,0,,,,,,,,,,,,, -1.8446,7.5377,2010,9,12,3,0,,,,,,,,,,,,, -1.90372,7.8044,2010,9,12,6,0,,,,,,,,,,,,, -1.92929,7.6798,2010,9,12,9,0,,,,,,,,,,,,, -1.89551,7.727,2010,9,12,12,0,,,,,,,,,,,,, -1.81221,7.9772,2010,9,12,15,0,,,,,,,,,,,,, -1.75075,8.1596,2010,9,12,18,0,,,,,,,,,,,,, -1.69176,8.3332,2010,9,12,21,0,,,,,,,,,,,,, -1.63687,8.4765,2010,9,13,0,0,,,,,,,,,,,,, -1.58728,8.6038,2010,9,13,3,0,,,,,,,,,,,,, -1.5349,8.781,2010,9,13,6,0,,,,,,,,,,,,, -1.49439,9.0255,2010,9,13,9,0,,,,,,,,,,,,, -1.4792,9.3576,2010,9,13,12,0,,,,,,,,,,,,, -1.47868,9.6654,2010,9,13,15,0,,,,,,,,,,,,, -1.48198,9.7338,2010,9,13,18,0,,,,,,,,,,,,, -1.44708,9.9514,2010,9,13,21,0,,,,,,,,,,,,, -1.40928,10.0434,2010,9,14,0,0,,,,,,,,,,,,, -1.3866,9.9935,2010,9,14,3,0,,,,,,,,,,,,, -1.44882,9.4932,2010,9,14,6,0,,,,,,,,,,,,, -1.57112,8.9926,2010,9,14,9,0,,,,,,,,,,,,, -1.64429,8.833,2010,9,14,12,0,,,,,,,,,,,,, -1.66862,8.8073,2010,9,14,15,0,,,,,,,,,,,,, -1.76248,8.3465,2010,9,14,18,0,,,,,,,,,,,,, -2.0542,7.4446,2010,9,14,21,0,,,,,,,,,,,,, -2.28724,7.2344,2010,9,15,0,0,,,,,,,,,,,,, -2.57451,7.1969,2010,9,15,3,0,,,,,,,,,,,,, -3.16244,7.3791,2010,9,15,6,0,,,,,,,,,,,,, -3.66766,7.7232,2010,9,15,9,0,,,,,,,,,,,,, -3.22814,8.0512,2010,9,15,12,0,,,,,,,,,,,,, -2.86182,8.2626,2010,9,15,15,0,,,,,,,,,,,,, -2.58495,8.508,2010,9,15,18,0,,,,,,,,,,,,, -2.38179,8.6157,2010,9,15,21,0,,,,,,,,,,,,, -2.2427,8.6461,2010,9,16,0,0,,,,,,,,,,,,, -2.18298,8.7122,2010,9,16,3,0,,,,,,,,,,,,, -2.16571,8.8804,2010,9,16,6,0,,,,,,,,,,,,, -2.14442,9.1278,2010,9,16,9,0,,,,,,,,,,,,, -2.13188,9.3374,2010,9,16,12,0,,,,,,,,,,,,, -2.1169,9.4294,2010,9,16,15,0,,,,,,,,,,,,, -2.07351,9.4418,2010,9,16,18,0,,,,,,,,,,,,, -2.00992,9.4597,2010,9,16,21,0,,,,,,,,,,,,, -1.95945,9.5831,2010,9,17,0,0,,,,,,,,,,,,, -1.92291,9.835,2010,9,17,3,0,,,,,,,,,,,,, -1.88237,10.1425,2010,9,17,6,0,,,,,,,,,,,,, -1.87008,10.1019,2010,9,17,9,0,,,,,,,,,,,,, -1.96948,9.3385,2010,9,17,12,0,,,,,,,,,,,,, -2.17518,8.4682,2010,9,17,15,0,,,,,,,,,,,,, -2.28213,8.0935,2010,9,17,18,0,,,,,,,,,,,,, -2.3306,8.047,2010,9,17,21,0,,,,,,,,,,,,, -2.31594,8.2657,2010,9,18,0,0,,,,,,,,,,,,, -2.15771,8.8886,2010,9,18,3,0,,,,,,,,,,,,, -2.05241,9.3311,2010,9,18,6,0,,,,,,,,,,,,, -1.97406,9.598,2010,9,18,9,0,,,,,,,,,,,,, -1.88112,9.9143,2010,9,18,12,0,,,,,,,,,,,,, -1.78644,10.2403,2010,9,18,15,0,,,,,,,,,,,,, -1.69978,10.5271,2010,9,18,18,0,,,,,,,,,,,,, -1.62423,10.7257,2010,9,18,21,0,,,,,,,,,,,,, -1.57654,10.721,2010,9,19,0,0,,,,,,,,,,,,, -1.53442,10.9105,2010,9,19,3,0,,,,,,,,,,,,, -1.53712,11.0131,2010,9,19,6,0,,,,,,,,,,,,, -1.65305,10.4501,2010,9,19,9,0,,,,,,,,,,,,, -1.83938,9.7719,2010,9,19,12,0,,,,,,,,,,,,, -1.99153,9.4203,2010,9,19,15,0,,,,,,,,,,,,, -2.39466,8.4954,2010,9,19,18,0,,,,,,,,,,,,, -2.6775,8.4864,2010,9,19,21,0,,,,,,,,,,,,, -2.60366,8.6362,2010,9,20,0,0,,,,,,,,,,,,, -2.44079,8.7274,2010,9,20,3,0,,,,,,,,,,,,, -2.25894,8.8948,2010,9,20,6,0,,,,,,,,,,,,, -2.12391,9.0443,2010,9,20,9,0,,,,,,,,,,,,, -2.03961,9.1041,2010,9,20,12,0,,,,,,,,,,,,, -1.95601,9.1389,2010,9,20,15,0,,,,,,,,,,,,, -1.8552,9.2188,2010,9,20,18,0,,,,,,,,,,,,, -1.7753,9.2578,2010,9,20,21,0,,,,,,,,,,,,, -1.71545,9.2921,2010,9,21,0,0,,,,,,,,,,,,, -1.65843,9.3716,2010,9,21,3,0,,,,,,,,,,,,, -1.60429,9.4262,2010,9,21,6,0,,,,,,,,,,,,, -1.55014,9.4694,2010,9,21,9,0,,,,,,,,,,,,, -1.49675,9.5224,2010,9,21,12,0,,,,,,,,,,,,, -1.44425,9.5942,2010,9,21,15,0,,,,,,,,,,,,, -1.39218,9.6802,2010,9,21,18,0,,,,,,,,,,,,, -1.34086,9.7601,2010,9,21,21,0,,,,,,,,,,,,, -1.29128,9.8391,2010,9,22,0,0,,,,,,,,,,,,, -1.24556,9.9168,2010,9,22,3,0,,,,,,,,,,,,, -1.20345,9.999,2010,9,22,6,0,,,,,,,,,,,,, -1.1691,10.0752,2010,9,22,9,0,,,,,,,,,,,,, -1.15193,10.1338,2010,9,22,12,0,,,,,,,,,,,,, -1.15806,10.1625,2010,9,22,15,0,,,,,,,,,,,,, -1.18264,9.9997,2010,9,22,18,0,,,,,,,,,,,,, -1.38198,8.1673,2010,9,22,21,0,,,,,,,,,,,,, -1.6392,7.0178,2010,9,23,0,0,,,,,,,,,,,,, -2.13951,6.4031,2010,9,23,3,0,,,,,,,,,,,,, -2.10802,6.9983,2010,9,23,6,0,,,,,,,,,,,,, -2.00072,7.3578,2010,9,23,9,0,,,,,,,,,,,,, -1.9379,7.6303,2010,9,23,12,0,,,,,,,,,,,,, -2.02904,7.7617,2010,9,23,15,0,,,,,,,,,,,,, -2.37453,8.8146,2010,9,23,18,0,,,,,,,,,,,,, -3.36299,10.6988,2010,9,23,21,0,,,,,,,,,,,,, -4.01269,11.5124,2010,9,24,0,0,,,,,,,,,,,,, -4.04267,11.5402,2010,9,24,3,0,,,,,,,,,,,,, -3.8875,11.198,2010,9,24,6,0,,,,,,,,,,,,, -3.80037,10.2329,2010,9,24,9,0,,,,,,,,,,,,, -3.8273,9.1243,2010,9,24,12,0,,,,,,,,,,,,, -3.93576,8.5986,2010,9,24,15,0,,,,,,,,,,,,, -3.85941,8.4188,2010,9,24,18,0,,,,,,,,,,,,, -3.84981,8.3483,2010,9,24,21,0,,,,,,,,,,,,, -4.02611,8.5351,2010,9,25,0,0,,,,,,,,,,,,, -4.3514,9.0394,2010,9,25,3,0,,,,,,,,,,,,, -4.69915,9.5242,2010,9,25,6,0,,,,,,,,,,,,, -5.09166,9.6463,2010,9,25,9,0,,,,,,,,,,,,, -5.29462,9.8367,2010,9,25,12,0,,,,,,,,,,,,, -5.38519,10.0239,2010,9,25,15,0,,,,,,,,,,,,, -5.38485,10.1699,2010,9,25,18,0,,,,,,,,,,,,, -5.24297,10.3036,2010,9,25,21,0,,,,,,,,,,,,, -4.96454,11.041,2010,9,26,0,0,,,,,,,,,,,,, -4.92776,11.8098,2010,9,26,3,0,,,,,,,,,,,,, -4.84077,12.2301,2010,9,26,6,0,,,,,,,,,,,,, -4.67396,12.3557,2010,9,26,9,0,,,,,,,,,,,,, -4.49668,12.3304,2010,9,26,12,0,,,,,,,,,,,,, -4.30946,12.2453,2010,9,26,15,0,,,,,,,,,,,,, -4.09778,12.1452,2010,9,26,18,0,,,,,,,,,,,,, -3.90647,11.9193,2010,9,26,21,0,,,,,,,,,,,,, -3.72379,11.6143,2010,9,27,0,0,,,,,,,,,,,,, -3.5695,10.9478,2010,9,27,3,0,,,,,,,,,,,,, -3.4882,10.0417,2010,9,27,6,0,,,,,,,,,,,,, -3.46696,9.2522,2010,9,27,9,0,,,,,,,,,,,,, -3.44554,8.92,2010,9,27,12,0,,,,,,,,,,,,, -3.50045,8.9695,2010,9,27,15,0,,,,,,,,,,,,, -3.53207,9.4772,2010,9,27,18,0,,,,,,,,,,,,, -3.55267,10.0361,2010,9,27,21,0,,,,,,,,,,,,, -3.80173,11.4968,2010,9,28,0,0,,,,,,,,,,,,, -4.42633,13.1097,2010,9,28,3,0,,,,,,,,,,,,, -4.75716,13.567,2010,9,28,6,0,,,,,,,,,,,,, -4.61089,13.3513,2010,9,28,9,0,,,,,,,,,,,,, -4.24074,12.9039,2010,9,28,12,0,,,,,,,,,,,,, -3.81945,12.4495,2010,9,28,15,0,,,,,,,,,,,,, -3.47474,12.0877,2010,9,28,18,0,,,,,,,,,,,,, -3.25518,11.8357,2010,9,28,21,0,,,,,,,,,,,,, -3.09053,11.584,2010,9,29,0,0,,,,,,,,,,,,, -2.91357,11.3936,2010,9,29,3,0,,,,,,,,,,,,, -2.73803,11.3198,2010,9,29,6,0,,,,,,,,,,,,, -2.58436,11.456,2010,9,29,9,0,,,,,,,,,,,,, -2.45358,11.7101,2010,9,29,12,0,,,,,,,,,,,,, -2.39994,12.2131,2010,9,29,15,0,,,,,,,,,,,,, -2.35048,12.2703,2010,9,29,18,0,,,,,,,,,,,,, -2.33105,12.1076,2010,9,29,21,0,,,,,,,,,,,,, -2.63456,13.4634,2010,9,30,0,0,,,,,,,,,,,,, -2.72804,13.0747,2010,9,30,3,0,,,,,,,,,,,,, -2.64355,10.9755,2010,9,30,6,0,,,,,,,,,,,,, -2.9381,11.8313,2010,9,30,9,0,,,,,,,,,,,,, -3.09794,13.0405,2010,9,30,12,0,,,,,,,,,,,,, -2.96182,13.2165,2010,9,30,15,0,,,,,,,,,,,,, -2.91565,13.171,2010,9,30,18,0,,,,,,,,,,,,, -2.99982,13.7933,2010,9,30,21,0,,,,,,,,,,,,, -3.1249,14.3065,2010,10,1,0,0,,,,,,,,,,,,, -3.22402,14.4588,2010,10,1,3,0,,,,,,,,,,,,, -3.16112,14.2675,2010,10,1,6,0,,,,,,,,,,,,, -3.0062,13.9382,2010,10,1,9,0,,,,,,,,,,,,, -2.88933,13.6508,2010,10,1,12,0,,,,,,,,,,,,, -2.77542,13.598,2010,10,1,15,0,,,,,,,,,,,,, -2.62099,13.5578,2010,10,1,18,0,,,,,,,,,,,,, -2.42139,13.3674,2010,10,1,21,0,,,,,,,,,,,,, -2.28305,13.0515,2010,10,2,0,0,,,,,,,,,,,,, -2.24969,12.7492,2010,10,2,3,0,,,,,,,,,,,,, -2.28284,12.3186,2010,10,2,6,0,,,,,,,,,,,,, -2.31978,12.0388,2010,10,2,9,0,,,,,,,,,,,,, -2.39174,11.774,2010,10,2,12,0,,,,,,,,,,,,, -2.52906,11.4671,2010,10,2,15,0,,,,,,,,,,,,, -2.72555,11.8066,2010,10,2,18,0,,,,,,,,,,,,, -3.17751,12.6312,2010,10,2,21,0,,,,,,,,,,,,, -3.65714,13.1664,2010,10,3,0,0,,,,,,,,,,,,, -3.82513,13.2634,2010,10,3,3,0,,,,,,,,,,,,, -3.76035,13.131,2010,10,3,6,0,,,,,,,,,,,,, -3.57904,12.8957,2010,10,3,9,0,,,,,,,,,,,,, -3.3289,12.592,2010,10,3,12,0,,,,,,,,,,,,, -3.04044,12.2709,2010,10,3,15,0,,,,,,,,,,,,, -2.76729,11.9811,2010,10,3,18,0,,,,,,,,,,,,, -2.58258,11.7703,2010,10,3,21,0,,,,,,,,,,,,, -2.6323,11.5413,2010,10,4,0,0,,,,,,,,,,,,, -2.78375,11.1833,2010,10,4,3,0,,,,,,,,,,,,, -3.28263,9.641,2010,10,4,6,0,,,,,,,,,,,,, -3.45286,9.5981,2010,10,4,9,0,,,,,,,,,,,,, -3.40978,9.688,2010,10,4,12,0,,,,,,,,,,,,, -3.38114,9.5804,2010,10,4,15,0,,,,,,,,,,,,, -3.21364,9.7027,2010,10,4,18,0,,,,,,,,,,,,, -2.99457,9.8691,2010,10,4,21,0,,,,,,,,,,,,, -2.80948,9.9543,2010,10,5,0,0,,,,,,,,,,,,, -2.6526,9.9816,2010,10,5,3,0,,,,,,,,,,,,, -2.50126,9.9426,2010,10,5,6,0,,,,,,,,,,,,, -2.34543,9.8804,2010,10,5,9,0,,,,,,,,,,,,, -2.18981,9.8427,2010,10,5,12,0,,,,,,,,,,,,, -2.03462,9.8619,2010,10,5,15,0,,,,,,,,,,,,, -1.91902,9.9638,2010,10,5,18,0,,,,,,,,,,,,, -1.93617,10.1346,2010,10,5,21,0,,,,,,,,,,,,, -2.11511,10.3145,2010,10,6,0,0,,,,,,,,,,,,, -2.32544,10.5166,2010,10,6,3,0,,,,,,,,,,,,, -2.45922,10.6813,2010,10,6,6,0,,,,,,,,,,,,, -2.48499,10.7442,2010,10,6,9,0,,,,,,,,,,,,, -2.41155,10.6904,2010,10,6,12,0,,,,,,,,,,,,, -2.29796,10.5613,2010,10,6,15,0,,,,,,,,,,,,, -2.23484,10.6417,2010,10,6,18,0,,,,,,,,,,,,, -2.31153,11.1431,2010,10,6,21,0,,,,,,,,,,,,, -2.4426,11.2469,2010,10,7,0,0,,,,,,,,,,,,, -2.48762,11.0203,2010,10,7,3,0,,,,,,,,,,,,, -2.46055,10.7696,2010,10,7,6,0,,,,,,,,,,,,, -2.3766,10.5219,2010,10,7,9,0,,,,,,,,,,,,, -2.31384,10.0604,2010,10,7,12,0,,,,,,,,,,,,, -2.32545,9.3322,2010,10,7,15,0,,,,,,,,,,,,, -2.28775,8.9248,2010,10,7,18,0,,,,,,,,,,,,, -2.50388,8.1475,2010,10,7,21,0,,,,,,,,,,,,, -2.46281,8.3431,2010,10,8,0,0,,,,,,,,,,,,, -2.32863,8.4112,2010,10,8,3,0,,,,,,,,,,,,, -2.2426,8.3709,2010,10,8,6,0,,,,,,,,,,,,, -2.19724,8.3181,2010,10,8,9,0,,,,,,,,,,,,, -2.14392,8.2531,2010,10,8,12,0,,,,,,,,,,,,, -2.68904,7.1751,2010,10,8,15,0,,,,,,,,,,,,, -3.87996,7.4222,2010,10,8,18,0,,,,,,,,,,,,, -5.12471,8.2513,2010,10,8,21,0,,,,,,,,,,,,, -5.40416,8.9221,2010,10,9,0,0,,,,,,,,,,,,, -4.91433,9.1229,2010,10,9,3,0,,,,,,,,,,,,, -4.43085,9.3105,2010,10,9,6,0,,,,,,,,,,,,, -4.47067,9.9936,2010,10,9,9,0,,,,,,,,,,,,, -5.02988,11.1588,2010,10,9,12,0,,,,,,,,,,,,, -4.78895,10.8982,2010,10,9,15,0,,,,,,,,,,,,, -5.13755,9.5077,2010,10,9,18,0,,,,,,,,,,,,, -5.49914,9.353,2010,10,9,21,0,,,,,,,,,,,,, -5.45278,9.2898,2010,10,10,0,0,,,,,,,,,,,,, -5.41415,9.3492,2010,10,10,3,0,,,,,,,,,,,,, -5.19171,9.6052,2010,10,10,6,0,,,,,,,,,,,,, -5.06328,10.0944,2010,10,10,9,0,,,,,,,,,,,,, -4.90147,10.2143,2010,10,10,12,0,,,,,,,,,,,,, -4.66192,10.2843,2010,10,10,15,0,,,,,,,,,,,,, -4.46964,10.3403,2010,10,10,18,0,,,,,,,,,,,,, -4.19256,10.2657,2010,10,10,21,0,,,,,,,,,,,,, -3.86692,10.1112,2010,10,11,0,0,,,,,,,,,,,,, -3.57452,9.9747,2010,10,11,3,0,,,,,,,,,,,,, -3.3278,9.8614,2010,10,11,6,0,,,,,,,,,,,,, -3.11659,9.7956,2010,10,11,9,0,,,,,,,,,,,,, -2.96772,9.7327,2010,10,11,12,0,,,,,,,,,,,,, -2.88677,9.7058,2010,10,11,15,0,,,,,,,,,,,,, -2.8994,9.6299,2010,10,11,18,0,,,,,,,,,,,,, -2.91553,9.7008,2010,10,11,21,0,,,,,,,,,,,,, -2.96545,9.9177,2010,10,12,0,0,,,,,,,,,,,,, -3.01617,10.1165,2010,10,12,3,0,,,,,,,,,,,,, -2.98209,10.1813,2010,10,12,6,0,,,,,,,,,,,,, -2.91277,10.2451,2010,10,12,9,0,,,,,,,,,,,,, -2.832,10.3022,2010,10,12,12,0,,,,,,,,,,,,, -2.72324,10.3574,2010,10,12,15,0,,,,,,,,,,,,, -2.59035,10.3688,2010,10,12,18,0,,,,,,,,,,,,, -2.46329,10.3169,2010,10,12,21,0,,,,,,,,,,,,, -2.44399,10.3704,2010,10,13,0,0,,,,,,,,,,,,, -2.70947,10.8437,2010,10,13,3,0,,,,,,,,,,,,, -3.01171,11.2952,2010,10,13,6,0,,,,,,,,,,,,, -3.0849,11.4343,2010,10,13,9,0,,,,,,,,,,,,, -2.99226,11.3812,2010,10,13,12,0,,,,,,,,,,,,, -2.84806,11.1633,2010,10,13,15,0,,,,,,,,,,,,, -2.76336,10.4906,2010,10,13,18,0,,,,,,,,,,,,, -2.78104,9.5775,2010,10,13,21,0,,,,,,,,,,,,, -2.96038,9.1178,2010,10,14,0,0,,,,,,,,,,,,, -3.24374,9.6798,2010,10,14,3,0,,,,,,,,,,,,, -3.30522,9.8849,2010,10,14,6,0,,,,,,,,,,,,, -3.17383,9.7389,2010,10,14,9,0,,,,,,,,,,,,, -3.07653,9.6824,2010,10,14,12,0,,,,,,,,,,,,, -3.00603,9.7153,2010,10,14,15,0,,,,,,,,,,,,, -2.86566,9.6623,2010,10,14,18,0,,,,,,,,,,,,, -2.68827,9.5185,2010,10,14,21,0,,,,,,,,,,,,, -2.55934,9.3066,2010,10,15,0,0,,,,,,,,,,,,, -2.48273,9.1365,2010,10,15,3,0,,,,,,,,,,,,, -2.40993,9.1377,2010,10,15,6,0,,,,,,,,,,,,, -2.35502,9.2389,2010,10,15,9,0,,,,,,,,,,,,, -2.32493,9.3777,2010,10,15,12,0,,,,,,,,,,,,, -2.29948,9.4613,2010,10,15,15,0,,,,,,,,,,,,, -2.25603,9.5311,2010,10,15,18,0,,,,,,,,,,,,, -2.21175,9.5927,2010,10,15,21,0,,,,,,,,,,,,, -2.16718,9.6849,2010,10,16,0,0,,,,,,,,,,,,, -2.11989,9.7826,2010,10,16,3,0,,,,,,,,,,,,, -2.05375,9.8802,2010,10,16,6,0,,,,,,,,,,,,, -1.96739,9.8927,2010,10,16,9,0,,,,,,,,,,,,, -1.86545,9.8419,2010,10,16,12,0,,,,,,,,,,,,, -1.75749,9.8041,2010,10,16,15,0,,,,,,,,,,,,, -1.6633,9.873,2010,10,16,18,0,,,,,,,,,,,,, -1.59234,10.0449,2010,10,16,21,0,,,,,,,,,,,,, -1.56012,10.2836,2010,10,17,0,0,,,,,,,,,,,,, -1.5784,10.5023,2010,10,17,3,0,,,,,,,,,,,,, -1.65131,10.5839,2010,10,17,6,0,,,,,,,,,,,,, -1.75866,10.62,2010,10,17,9,0,,,,,,,,,,,,, -1.84714,10.6523,2010,10,17,12,0,,,,,,,,,,,,, -1.89209,10.6158,2010,10,17,15,0,,,,,,,,,,,,, -1.90724,10.5034,2010,10,17,18,0,,,,,,,,,,,,, -1.8977,10.3738,2010,10,17,21,0,,,,,,,,,,,,, -1.86492,10.2357,2010,10,18,0,0,,,,,,,,,,,,, -1.85737,9.8203,2010,10,18,3,0,,,,,,,,,,,,, -1.87472,9.3073,2010,10,18,6,0,,,,,,,,,,,,, -1.88129,9.0445,2010,10,18,9,0,,,,,,,,,,,,, -1.91046,9.1259,2010,10,18,12,0,,,,,,,,,,,,, -2.03707,9.4956,2010,10,18,15,0,,,,,,,,,,,,, -2.33835,10.1831,2010,10,18,18,0,,,,,,,,,,,,, -2.73307,10.8853,2010,10,18,21,0,,,,,,,,,,,,, -3.01126,11.1871,2010,10,19,0,0,,,,,,,,,,,,, -3.08859,11.2207,2010,10,19,3,0,,,,,,,,,,,,, -3.0294,11.1188,2010,10,19,6,0,,,,,,,,,,,,, -2.90612,10.9851,2010,10,19,9,0,,,,,,,,,,,,, -2.77532,10.8808,2010,10,19,12,0,,,,,,,,,,,,, -2.66638,10.8466,2010,10,19,15,0,,,,,,,,,,,,, -2.59669,10.8888,2010,10,19,18,0,,,,,,,,,,,,, -2.57091,10.9782,2010,10,19,21,0,,,,,,,,,,,,, -2.57642,11.166,2010,10,20,0,0,,,,,,,,,,,,, -2.64749,11.6193,2010,10,20,3,0,,,,,,,,,,,,, -2.80787,12.2359,2010,10,20,6,0,,,,,,,,,,,,, -2.97292,12.6866,2010,10,20,9,0,,,,,,,,,,,,, -3.06755,12.9205,2010,10,20,12,0,,,,,,,,,,,,, -3.06576,13.011,2010,10,20,15,0,,,,,,,,,,,,, -3.0066,13.0156,2010,10,20,18,0,,,,,,,,,,,,, -2.95126,12.9389,2010,10,20,21,0,,,,,,,,,,,,, -2.90132,12.746,2010,10,21,0,0,,,,,,,,,,,,, -2.84424,12.4594,2010,10,21,3,0,,,,,,,,,,,,, -2.77353,11.9241,2010,10,21,6,0,,,,,,,,,,,,, -2.77158,10.8305,2010,10,21,9,0,,,,,,,,,,,,, -2.86226,9.7836,2010,10,21,12,0,,,,,,,,,,,,, -3.23176,8.832,2010,10,21,15,0,,,,,,,,,,,,, -3.37662,8.7152,2010,10,21,18,0,,,,,,,,,,,,, -4.05321,8.2385,2010,10,21,21,0,,,,,,,,,,,,, -4.94236,8.7505,2010,10,22,0,0,,,,,,,,,,,,, -5.66101,9.4587,2010,10,22,3,0,,,,,,,,,,,,, -5.48628,9.9191,2010,10,22,6,0,,,,,,,,,,,,, -4.86757,9.9338,2010,10,22,9,0,,,,,,,,,,,,, -4.18676,9.6799,2010,10,22,12,0,,,,,,,,,,,,, -3.62735,9.2342,2010,10,22,15,0,,,,,,,,,,,,, -3.38667,8.3694,2010,10,22,18,0,,,,,,,,,,,,, -3.78938,7.7358,2010,10,22,21,0,,,,,,,,,,,,, -4.54079,8.0739,2010,10,23,0,0,,,,,,,,,,,,, -4.26506,8.5046,2010,10,23,3,0,,,,,,,,,,,,, -4.67932,8.6343,2010,10,23,6,0,,,,,,,,,,,,, -6.37528,10.8573,2010,10,23,9,0,,,,,,,,,,,,, -6.63527,11.3637,2010,10,23,12,0,,,,,,,,,,,,, -5.92211,10.7574,2010,10,23,15,0,,,,,,,,,,,,, -5.32894,9.9467,2010,10,23,18,0,,,,,,,,,,,,, -4.89031,9.1824,2010,10,23,21,0,,,,,,,,,,,,, -5.56307,8.8165,2010,10,24,0,0,,,,,,,,,,,,, -6.07011,9.3981,2010,10,24,3,0,,,,,,,,,,,,, -6.90462,10.1656,2010,10,24,6,0,,,,,,,,,,,,, -7.8774,11.1421,2010,10,24,9,0,,,,,,,,,,,,, -9.50294,12.1342,2010,10,24,12,0,,,,,,,,,,,,, -9.86817,12.4045,2010,10,24,15,0,,,,,,,,,,,,, -9.90816,12.5195,2010,10,24,18,0,,,,,,,,,,,,, -9.79743,12.5946,2010,10,24,21,0,,,,,,,,,,,,, -10.02316,12.6891,2010,10,25,0,0,,,,,,,,,,,,, -9.88123,12.7682,2010,10,25,3,0,,,,,,,,,,,,, -9.49684,12.7482,2010,10,25,6,0,,,,,,,,,,,,, -9.01505,12.8058,2010,10,25,9,0,,,,,,,,,,,,, -8.49298,12.661,2010,10,25,12,0,,,,,,,,,,,,, -7.87889,12.2883,2010,10,25,15,0,,,,,,,,,,,,, -7.36145,11.8584,2010,10,25,18,0,,,,,,,,,,,,, -6.83694,11.4509,2010,10,25,21,0,,,,,,,,,,,,, -6.35871,11.1553,2010,10,26,0,0,,,,,,,,,,,,, -5.92247,10.9113,2010,10,26,3,0,,,,,,,,,,,,, -5.49432,10.673,2010,10,26,6,0,,,,,,,,,,,,, -5.16545,10.3576,2010,10,26,9,0,,,,,,,,,,,,, -4.948,9.9783,2010,10,26,12,0,,,,,,,,,,,,, -4.59347,9.7607,2010,10,26,15,0,,,,,,,,,,,,, -4.15797,9.6688,2010,10,26,18,0,,,,,,,,,,,,, -3.75896,9.6337,2010,10,26,21,0,,,,,,,,,,,,, -3.43372,9.562,2010,10,27,0,0,,,,,,,,,,,,, -3.17009,9.516,2010,10,27,3,0,,,,,,,,,,,,, -2.9367,9.4683,2010,10,27,6,0,,,,,,,,,,,,, -2.77737,9.0509,2010,10,27,9,0,,,,,,,,,,,,, -2.74711,8.2274,2010,10,27,12,0,,,,,,,,,,,,, -3.02022,7.3334,2010,10,27,15,0,,,,,,,,,,,,, -3.50128,7.3377,2010,10,27,18,0,,,,,,,,,,,,, -5.01712,8.4015,2010,10,27,21,0,,,,,,,,,,,,, -5.49515,9.0282,2010,10,28,0,0,,,,,,,,,,,,, -4.56131,8.9084,2010,10,28,3,0,,,,,,,,,,,,, -3.97884,9.0012,2010,10,28,6,0,,,,,,,,,,,,, -3.71457,9.1106,2010,10,28,9,0,,,,,,,,,,,,, -3.65743,9.6771,2010,10,28,12,0,,,,,,,,,,,,, -3.78714,10.4953,2010,10,28,15,0,,,,,,,,,,,,, -4.12922,11.4271,2010,10,28,18,0,,,,,,,,,,,,, -4.17255,11.5222,2010,10,28,21,0,,,,,,,,,,,,, -3.72521,10.971,2010,10,29,0,0,,,,,,,,,,,,, -3.25618,10.3054,2010,10,29,3,0,,,,,,,,,,,,, -3.00475,9.8084,2010,10,29,6,0,,,,,,,,,,,,, -2.82022,9.5204,2010,10,29,9,0,,,,,,,,,,,,, -2.64001,9.2695,2010,10,29,12,0,,,,,,,,,,,,, -2.46833,9.1756,2010,10,29,15,0,,,,,,,,,,,,, -2.341,9.0536,2010,10,29,18,0,,,,,,,,,,,,, -2.37463,8.42,2010,10,29,21,0,,,,,,,,,,,,, -2.40458,8.046,2010,10,30,0,0,,,,,,,,,,,,, -2.37661,7.8849,2010,10,30,3,0,,,,,,,,,,,,, -2.28585,8.0202,2010,10,30,6,0,,,,,,,,,,,,, -2.33284,7.928,2010,10,30,9,0,,,,,,,,,,,,, -2.46849,7.9043,2010,10,30,12,0,,,,,,,,,,,,, -2.89462,7.943,2010,10,30,15,0,,,,,,,,,,,,, -3.14785,8.7641,2010,10,30,18,0,,,,,,,,,,,,, -3.21782,8.8445,2010,10,30,21,0,,,,,,,,,,,,, -3.11819,9.2712,2010,10,31,0,0,,,,,,,,,,,,, -3.03151,9.6019,2010,10,31,3,0,,,,,,,,,,,,, -2.94538,9.8173,2010,10,31,6,0,,,,,,,,,,,,, -2.85562,9.9634,2010,10,31,9,0,,,,,,,,,,,,, -2.77563,9.9931,2010,10,31,12,0,,,,,,,,,,,,, -2.7955,9.5004,2010,10,31,15,0,,,,,,,,,,,,, -3.15517,8.4083,2010,10,31,18,0,,,,,,,,,,,,, -4.00841,7.9002,2010,10,31,21,0,,,,,,,,,,,,, -4.79259,8.2137,2010,11,1,0,0,,,,,,,,,,,,, -5.58218,8.7701,2010,11,1,3,0,,,,,,,,,,,,, -6.20836,9.5357,2010,11,1,6,0,,,,,,,,,,,,, -5.62942,10.2282,2010,11,1,9,0,,,,,,,,,,,,, -5.18553,10.6514,2010,11,1,12,0,,,,,,,,,,,,, -4.9514,10.9766,2010,11,1,15,0,,,,,,,,,,,,, -5.56397,13.4285,2010,11,1,18,0,,,,,,,,,,,,, -7.57461,16.169,2010,11,1,21,0,,,,,,,,,,,,, -8.53047,16.6909,2010,11,2,0,0,,,,,,,,,,,,, -8.39893,16.4393,2010,11,2,3,0,,,,,,,,,,,,, -8.01117,16.0706,2010,11,2,6,0,,,,,,,,,,,,, -7.52711,15.6575,2010,11,2,9,0,,,,,,,,,,,,, -7.024,15.2836,2010,11,2,12,0,,,,,,,,,,,,, -6.4885,14.9258,2010,11,2,15,0,,,,,,,,,,,,, -5.95747,14.5594,2010,11,2,18,0,,,,,,,,,,,,, -5.47036,14.1647,2010,11,2,21,0,,,,,,,,,,,,, -5.05756,13.6953,2010,11,3,0,0,,,,,,,,,,,,, -4.73071,12.9178,2010,11,3,3,0,,,,,,,,,,,,, -4.3269,12.5703,2010,11,3,6,0,,,,,,,,,,,,, -3.99494,12.2691,2010,11,3,9,0,,,,,,,,,,,,, -3.71776,11.8332,2010,11,3,12,0,,,,,,,,,,,,, -3.49852,11.3074,2010,11,3,15,0,,,,,,,,,,,,, -3.38364,10.6145,2010,11,3,18,0,,,,,,,,,,,,, -3.26673,10.1524,2010,11,3,21,0,,,,,,,,,,,,, -3.42341,9.361,2010,11,4,0,0,,,,,,,,,,,,, -3.85668,9.1153,2010,11,4,3,0,,,,,,,,,,,,, -4.57913,9.3887,2010,11,4,6,0,,,,,,,,,,,,, -5.23143,9.6626,2010,11,4,9,0,,,,,,,,,,,,, -4.91686,10.2313,2010,11,4,12,0,,,,,,,,,,,,, -4.50191,10.335,2010,11,4,15,0,,,,,,,,,,,,, -4.20104,10.4837,2010,11,4,18,0,,,,,,,,,,,,, -3.99066,10.5231,2010,11,4,21,0,,,,,,,,,,,,, -3.80667,10.4726,2010,11,5,0,0,,,,,,,,,,,,, -3.66463,10.6499,2010,11,5,3,0,,,,,,,,,,,,, -3.72807,11.2717,2010,11,5,6,0,,,,,,,,,,,,, -3.84845,11.6993,2010,11,5,9,0,,,,,,,,,,,,, -3.76993,11.7291,2010,11,5,12,0,,,,,,,,,,,,, -3.57093,11.5887,2010,11,5,15,0,,,,,,,,,,,,, -3.37081,11.4194,2010,11,5,18,0,,,,,,,,,,,,, -3.20837,11.2588,2010,11,5,21,0,,,,,,,,,,,,, -3.03323,11.1035,2010,11,6,0,0,,,,,,,,,,,,, -2.81085,10.9404,2010,11,6,3,0,,,,,,,,,,,,, -2.58313,10.4971,2010,11,6,6,0,,,,,,,,,,,,, -2.73553,8.5976,2010,11,6,9,0,,,,,,,,,,,,, -3.20618,7.7828,2010,11,6,12,0,,,,,,,,,,,,, -4.01275,8.33,2010,11,6,15,0,,,,,,,,,,,,, -3.77046,9.2216,2010,11,6,18,0,,,,,,,,,,,,, -3.49321,9.2437,2010,11,6,21,0,,,,,,,,,,,,, -3.47375,8.6552,2010,11,7,0,0,,,,,,,,,,,,, -3.44956,8.4562,2010,11,7,3,0,,,,,,,,,,,,, -3.37082,8.4692,2010,11,7,6,0,,,,,,,,,,,,, -3.3677,8.8683,2010,11,7,9,0,,,,,,,,,,,,, -3.54813,9.2763,2010,11,7,12,0,,,,,,,,,,,,, -3.66247,9.5393,2010,11,7,15,0,,,,,,,,,,,,, -3.62775,9.8351,2010,11,7,18,0,,,,,,,,,,,,, -3.6085,10.1082,2010,11,7,21,0,,,,,,,,,,,,, -3.6436,10.3738,2010,11,8,0,0,,,,,,,,,,,,, -3.69462,10.6996,2010,11,8,3,0,,,,,,,,,,,,, -3.75209,11.0496,2010,11,8,6,0,,,,,,,,,,,,, -3.80039,11.142,2010,11,8,9,0,,,,,,,,,,,,, -3.82649,10.9686,2010,11,8,12,0,,,,,,,,,,,,, -3.75972,10.905,2010,11,8,15,0,,,,,,,,,,,,, -3.63332,10.9033,2010,11,8,18,0,,,,,,,,,,,,, -3.46967,10.9238,2010,11,8,21,0,,,,,,,,,,,,, -3.30117,10.8818,2010,11,9,0,0,,,,,,,,,,,,, -3.19021,10.4064,2010,11,9,3,0,,,,,,,,,,,,, -3.58614,8.8125,2010,11,9,6,0,,,,,,,,,,,,, -4.3214,8.4668,2010,11,9,9,0,,,,,,,,,,,,, -4.18461,8.6718,2010,11,9,12,0,,,,,,,,,,,,, -4.26236,8.6348,2010,11,9,15,0,,,,,,,,,,,,, -5.18613,8.9715,2010,11,9,18,0,,,,,,,,,,,,, -5.83491,9.7086,2010,11,9,21,0,,,,,,,,,,,,, -6.1872,10.2987,2010,11,10,0,0,,,,,,,,,,,,, -6.03011,10.935,2010,11,10,3,0,,,,,,,,,,,,, -6.0382,12.2224,2010,11,10,6,0,,,,,,,,,,,,, -5.95965,13.2288,2010,11,10,9,0,,,,,,,,,,,,, -5.54307,13.335,2010,11,10,12,0,,,,,,,,,,,,, -4.9432,13.0527,2010,11,10,15,0,,,,,,,,,,,,, -4.45831,12.7754,2010,11,10,18,0,,,,,,,,,,,,, -4.09408,12.5395,2010,11,10,21,0,,,,,,,,,,,,, -3.71524,12.18,2010,11,11,0,0,,,,,,,,,,,,, -3.39215,11.8407,2010,11,11,3,0,,,,,,,,,,,,, -3.11975,11.334,2010,11,11,6,0,,,,,,,,,,,,, -2.95805,10,2010,11,11,9,0,,,,,,,,,,,,, -3.06364,8.4412,2010,11,11,12,0,,,,,,,,,,,,, -3.33026,7.9938,2010,11,11,15,0,,,,,,,,,,,,, -3.21565,8.0447,2010,11,11,18,0,,,,,,,,,,,,, -3.21956,8.4643,2010,11,11,21,0,,,,,,,,,,,,, -3.24057,9.0127,2010,11,12,0,0,,,,,,,,,,,,, -3.16375,9.5773,2010,11,12,3,0,,,,,,,,,,,,, -3.27619,10.655,2010,11,12,6,0,,,,,,,,,,,,, -3.76043,12.3812,2010,11,12,9,0,,,,,,,,,,,,, -4.26333,13.4473,2010,11,12,12,0,,,,,,,,,,,,, -4.47405,13.7537,2010,11,12,15,0,,,,,,,,,,,,, -4.42352,13.7099,2010,11,12,18,0,,,,,,,,,,,,, -4.16451,13.284,2010,11,12,21,0,,,,,,,,,,,,, -3.82617,12.4767,2010,11,13,0,0,,,,,,,,,,,,, -3.51032,11.6289,2010,11,13,3,0,,,,,,,,,,,,, -3.43537,10.5758,2010,11,13,6,0,,,,,,,,,,,,, -3.55349,9.9462,2010,11,13,9,0,,,,,,,,,,,,, -3.79846,9.6331,2010,11,13,12,0,,,,,,,,,,,,, -3.90044,9.9289,2010,11,13,15,0,,,,,,,,,,,,, -3.90136,10.2741,2010,11,13,18,0,,,,,,,,,,,,, -3.79146,10.438,2010,11,13,21,0,,,,,,,,,,,,, -3.64825,10.2981,2010,11,14,0,0,,,,,,,,,,,,, -3.51613,10.0139,2010,11,14,3,0,,,,,,,,,,,,, -3.38607,9.8139,2010,11,14,6,0,,,,,,,,,,,,, -3.31405,9.5326,2010,11,14,9,0,,,,,,,,,,,,, -3.30264,9.3015,2010,11,14,12,0,,,,,,,,,,,,, -3.23868,9.3983,2010,11,14,15,0,,,,,,,,,,,,, -3.25218,9.4775,2010,11,14,18,0,,,,,,,,,,,,, -3.24698,9.6339,2010,11,14,21,0,,,,,,,,,,,,, -3.21208,9.7336,2010,11,15,0,0,,,,,,,,,,,,, -3.17223,9.6872,2010,11,15,3,0,,,,,,,,,,,,, -3.06762,9.7432,2010,11,15,6,0,,,,,,,,,,,,, -2.95935,9.8126,2010,11,15,9,0,,,,,,,,,,,,, -2.93072,9.7252,2010,11,15,12,0,,,,,,,,,,,,, -3.00927,9.3764,2010,11,15,15,0,,,,,,,,,,,,, -3.05424,9.159,2010,11,15,18,0,,,,,,,,,,,,, -3.22276,8.843,2010,11,15,21,0,,,,,,,,,,,,, -3.55139,8.6343,2010,11,16,0,0,,,,,,,,,,,,, -3.84768,8.6115,2010,11,16,3,0,,,,,,,,,,,,, -4.07103,8.8253,2010,11,16,6,0,,,,,,,,,,,,, -4.03484,9.4101,2010,11,16,9,0,,,,,,,,,,,,, -4.18408,9.7489,2010,11,16,12,0,,,,,,,,,,,,, -4.20487,10.1563,2010,11,16,15,0,,,,,,,,,,,,, -4.07462,10.5694,2010,11,16,18,0,,,,,,,,,,,,, -3.93481,10.6927,2010,11,16,21,0,,,,,,,,,,,,, -3.73646,10.6335,2010,11,17,0,0,,,,,,,,,,,,, -3.48439,10.3118,2010,11,17,3,0,,,,,,,,,,,,, -3.37784,9.3441,2010,11,17,6,0,,,,,,,,,,,,, -3.47598,8.5336,2010,11,17,9,0,,,,,,,,,,,,, -3.63682,8.4361,2010,11,17,12,0,,,,,,,,,,,,, -3.80326,8.7626,2010,11,17,15,0,,,,,,,,,,,,, -3.94859,9.0458,2010,11,17,18,0,,,,,,,,,,,,, -4.0834,9.0931,2010,11,17,21,0,,,,,,,,,,,,, -4.26937,9.0612,2010,11,18,0,0,,,,,,,,,,,,, -4.87454,9.2268,2010,11,18,3,0,,,,,,,,,,,,, -4.93024,9.561,2010,11,18,6,0,,,,,,,,,,,,, -4.81259,9.5037,2010,11,18,9,0,,,,,,,,,,,,, -4.75853,9.523,2010,11,18,12,0,,,,,,,,,,,,, -4.54764,9.4853,2010,11,18,15,0,,,,,,,,,,,,, -4.5312,9.4508,2010,11,18,18,0,,,,,,,,,,,,, -4.83378,9.857,2010,11,18,21,0,,,,,,,,,,,,, -5.19724,10.2093,2010,11,19,0,0,,,,,,,,,,,,, -5.30599,10.0912,2010,11,19,3,0,,,,,,,,,,,,, -5.61247,9.8367,2010,11,19,6,0,,,,,,,,,,,,, -5.9375,9.8086,2010,11,19,9,0,,,,,,,,,,,,, -5.22448,9.634,2010,11,19,12,0,,,,,,,,,,,,, -4.17779,9.3424,2010,11,19,15,0,,,,,,,,,,,,, -3.62666,8.7912,2010,11,19,18,0,,,,,,,,,,,,, -3.40673,8.3808,2010,11,19,21,0,,,,,,,,,,,,, -3.30255,8.0786,2010,11,20,0,0,,,,,,,,,,,,, -3.30805,7.9947,2010,11,20,3,0,,,,,,,,,,,,, -3.65289,7.9799,2010,11,20,6,0,,,,,,,,,,,,, -3.66441,8.323,2010,11,20,9,0,,,,,,,,,,,,, -3.73323,8.4565,2010,11,20,12,0,,,,,,,,,,,,, -4.02632,8.7742,2010,11,20,15,0,,,,,,,,,,,,, -4.61035,9.4424,2010,11,20,18,0,,,,,,,,,,,,, -4.89603,10.3306,2010,11,20,21,0,,,,,,,,,,,,, -4.91949,10.4098,2010,11,21,0,0,,,,,,,,,,,,, -4.9834,9.6827,2010,11,21,3,0,,,,,,,,,,,,, -4.76364,9.4232,2010,11,21,6,0,,,,,,,,,,,,, -4.35913,9.1408,2010,11,21,9,0,,,,,,,,,,,,, -4.1125,8.8172,2010,11,21,12,0,,,,,,,,,,,,, -3.9181,8.5463,2010,11,21,15,0,,,,,,,,,,,,, -3.74808,8.2339,2010,11,21,18,0,,,,,,,,,,,,, -3.70939,8.007,2010,11,21,21,0,,,,,,,,,,,,, -4.0791,7.9394,2010,11,22,0,0,,,,,,,,,,,,, -4.513,8.1572,2010,11,22,3,0,,,,,,,,,,,,, -4.04956,8.2443,2010,11,22,6,0,,,,,,,,,,,,, -3.61076,8.0685,2010,11,22,9,0,,,,,,,,,,,,, -3.22671,7.9365,2010,11,22,12,0,,,,,,,,,,,,, -2.89873,7.9754,2010,11,22,15,0,,,,,,,,,,,,, -2.73806,7.9421,2010,11,22,18,0,,,,,,,,,,,,, -3.17016,7.3695,2010,11,22,21,0,,,,,,,,,,,,, -3.91133,7.79,2010,11,23,0,0,,,,,,,,,,,,, -4.8131,8.4911,2010,11,23,3,0,,,,,,,,,,,,, -5.29968,9.2816,2010,11,23,6,0,,,,,,,,,,,,, -5.06663,9.3382,2010,11,23,9,0,,,,,,,,,,,,, -4.53405,9.1495,2010,11,23,12,0,,,,,,,,,,,,, -3.96149,8.8862,2010,11,23,15,0,,,,,,,,,,,,, -3.42138,8.5697,2010,11,23,18,0,,,,,,,,,,,,, -2.95684,8.247,2010,11,23,21,0,,,,,,,,,,,,, -2.64129,7.9354,2010,11,24,0,0,,,,,,,,,,,,, -2.66992,7.2499,2010,11,24,3,0,,,,,,,,,,,,, -2.3483,7.2462,2010,11,24,6,0,,,,,,,,,,,,, -1.94715,7.4489,2010,11,24,9,0,,,,,,,,,,,,, -1.87138,6.9559,2010,11,24,12,0,,,,,,,,,,,,, -2.07711,6.6927,2010,11,24,15,0,,,,,,,,,,,,, -2.07052,6.945,2010,11,24,18,0,,,,,,,,,,,,, -1.895,7.3586,2010,11,24,21,0,,,,,,,,,,,,, -1.79308,7.4664,2010,11,25,0,0,,,,,,,,,,,,, -1.68734,7.5644,2010,11,25,3,0,,,,,,,,,,,,, -1.59163,7.5758,2010,11,25,6,0,,,,,,,,,,,,, -1.51874,7.5189,2010,11,25,9,0,,,,,,,,,,,,, -1.44265,7.5702,2010,11,25,12,0,,,,,,,,,,,,, -1.4244,7.4309,2010,11,25,15,0,,,,,,,,,,,,, -1.56478,6.8975,2010,11,25,18,0,,,,,,,,,,,,, -1.98628,6.3489,2010,11,25,21,0,,,,,,,,,,,,, -2.58181,6.536,2010,11,26,0,0,,,,,,,,,,,,, -3.08042,7.0601,2010,11,26,3,0,,,,,,,,,,,,, -3.24094,7.5661,2010,11,26,6,0,,,,,,,,,,,,, -3.33198,8.1313,2010,11,26,9,0,,,,,,,,,,,,, -3.48545,8.7877,2010,11,26,12,0,,,,,,,,,,,,, -3.70451,8.9531,2010,11,26,15,0,,,,,,,,,,,,, -4.03379,8.9484,2010,11,26,18,0,,,,,,,,,,,,, -4.19919,9.4087,2010,11,26,21,0,,,,,,,,,,,,, -4.26652,9.7505,2010,11,27,0,0,,,,,,,,,,,,, -4.20678,10.0246,2010,11,27,3,0,,,,,,,,,,,,, -4.10419,10.3124,2010,11,27,6,0,,,,,,,,,,,,, -3.99397,10.529,2010,11,27,9,0,,,,,,,,,,,,, -3.9286,10.3995,2010,11,27,12,0,,,,,,,,,,,,, -3.92452,10.2028,2010,11,27,15,0,,,,,,,,,,,,, -3.92661,10.1008,2010,11,27,18,0,,,,,,,,,,,,, -3.95451,10.1679,2010,11,27,21,0,,,,,,,,,,,,, -3.98882,10.1086,2010,11,28,0,0,,,,,,,,,,,,, -4.09846,9.6719,2010,11,28,3,0,,,,,,,,,,,,, -3.91838,9.7769,2010,11,28,6,0,,,,,,,,,,,,, -3.62289,9.9916,2010,11,28,9,0,,,,,,,,,,,,, -3.35,10.0149,2010,11,28,12,0,,,,,,,,,,,,, -3.11577,9.8046,2010,11,28,15,0,,,,,,,,,,,,, -2.86846,9.6492,2010,11,28,18,0,,,,,,,,,,,,, -2.61576,9.4833,2010,11,28,21,0,,,,,,,,,,,,, -2.36408,9.3288,2010,11,29,0,0,,,,,,,,,,,,, -2.15607,9.1685,2010,11,29,3,0,,,,,,,,,,,,, -2.01772,8.7365,2010,11,29,6,0,,,,,,,,,,,,, -2.17547,7.2533,2010,11,29,9,0,,,,,,,,,,,,, -2.61287,6.5937,2010,11,29,12,0,,,,,,,,,,,,, -2.8067,6.8385,2010,11,29,15,0,,,,,,,,,,,,, -2.99449,7.0075,2010,11,29,18,0,,,,,,,,,,,,, -3.67166,7.3541,2010,11,29,21,0,,,,,,,,,,,,, -4.10943,8.053,2010,11,30,0,0,,,,,,,,,,,,, -4.72433,8.7522,2010,11,30,3,0,,,,,,,,,,,,, -4.7221,9.3625,2010,11,30,6,0,,,,,,,,,,,,, -4.41816,9.6729,2010,11,30,9,0,,,,,,,,,,,,, -4.3681,9.8207,2010,11,30,12,0,,,,,,,,,,,,, -4.32661,9.9585,2010,11,30,15,0,,,,,,,,,,,,, -4.0706,9.8828,2010,11,30,18,0,,,,,,,,,,,,, -3.80532,9.7269,2010,11,30,21,0,,,,,,,,,,,,, -3.80484,9.9537,2010,12,1,0,0,,,,,,,,,,,,, -3.87669,10.2754,2010,12,1,3,0,,,,,,,,,,,,, -3.78177,10.3078,2010,12,1,6,0,,,,,,,,,,,,, -3.62935,10.2759,2010,12,1,9,0,,,,,,,,,,,,, -3.50901,10.2482,2010,12,1,12,0,,,,,,,,,,,,, -3.47375,10.3627,2010,12,1,15,0,,,,,,,,,,,,, -3.52354,10.6975,2010,12,1,18,0,,,,,,,,,,,,, -3.59264,11.0296,2010,12,1,21,0,,,,,,,,,,,,, -3.58336,11.1931,2010,12,2,0,0,,,,,,,,,,,,, -3.48295,11.177,2010,12,2,3,0,,,,,,,,,,,,, -3.32793,11.0383,2010,12,2,6,0,,,,,,,,,,,,, -3.14831,10.8391,2010,12,2,9,0,,,,,,,,,,,,, -2.98137,10.5942,2010,12,2,12,0,,,,,,,,,,,,, -2.83369,10.4238,2010,12,2,15,0,,,,,,,,,,,,, -2.71482,10.2211,2010,12,2,18,0,,,,,,,,,,,,, -2.61268,9.9411,2010,12,2,21,0,,,,,,,,,,,,, -2.49932,9.7445,2010,12,3,0,0,,,,,,,,,,,,, -2.38434,9.5673,2010,12,3,3,0,,,,,,,,,,,,, -2.26389,9.4135,2010,12,3,6,0,,,,,,,,,,,,, -2.15847,9.1788,2010,12,3,9,0,,,,,,,,,,,,, -2.05689,8.938,2010,12,3,12,0,,,,,,,,,,,,, -1.91903,8.8813,2010,12,3,15,0,,,,,,,,,,,,, -1.77578,8.7099,2010,12,3,18,0,,,,,,,,,,,,, -1.69765,8.3543,2010,12,3,21,0,,,,,,,,,,,,, -1.69822,8.3138,2010,12,4,0,0,,,,,,,,,,,,, -1.91142,8.9645,2010,12,4,3,0,,,,,,,,,,,,, -2.52465,10.3237,2010,12,4,6,0,,,,,,,,,,,,, -3.06462,10.8099,2010,12,4,9,0,,,,,,,,,,,,, -3.31421,10.1208,2010,12,4,12,0,,,,,,,,,,,,, -3.35273,9.3518,2010,12,4,15,0,,,,,,,,,,,,, -3.28329,8.8057,2010,12,4,18,0,,,,,,,,,,,,, -3.13026,8.5331,2010,12,4,21,0,,,,,,,,,,,,, -2.98031,8.2243,2010,12,5,0,0,,,,,,,,,,,,, -2.84715,7.9764,2010,12,5,3,0,,,,,,,,,,,,, -2.66606,7.7696,2010,12,5,6,0,,,,,,,,,,,,, -2.57336,7.4791,2010,12,5,9,0,,,,,,,,,,,,, -2.90364,7.1211,2010,12,5,12,0,,,,,,,,,,,,, -3.769,7.6753,2010,12,5,15,0,,,,,,,,,,,,, -4.1966,8.0319,2010,12,5,18,0,,,,,,,,,,,,, -3.93623,8.0585,2010,12,5,21,0,,,,,,,,,,,,, -3.41565,8.2847,2010,12,6,0,0,,,,,,,,,,,,, -3.09709,8.338,2010,12,6,3,0,,,,,,,,,,,,, -2.95878,8.1471,2010,12,6,6,0,,,,,,,,,,,,, -2.91951,7.9049,2010,12,6,9,0,,,,,,,,,,,,, -2.99239,7.7166,2010,12,6,12,0,,,,,,,,,,,,, -3.14789,7.6704,2010,12,6,15,0,,,,,,,,,,,,, -3.24155,7.7129,2010,12,6,18,0,,,,,,,,,,,,, -3.23931,8.1445,2010,12,6,21,0,,,,,,,,,,,,, -3.21072,9.1145,2010,12,7,0,0,,,,,,,,,,,,, -3.42899,10.0719,2010,12,7,3,0,,,,,,,,,,,,, -3.59107,10.4274,2010,12,7,6,0,,,,,,,,,,,,, -3.62324,10.3337,2010,12,7,9,0,,,,,,,,,,,,, -3.86029,10.0811,2010,12,7,12,0,,,,,,,,,,,,, -4.87775,10.0672,2010,12,7,15,0,,,,,,,,,,,,, -5.69225,10.4243,2010,12,7,18,0,,,,,,,,,,,,, -5.8448,10.8676,2010,12,7,21,0,,,,,,,,,,,,, -5.46611,11.0285,2010,12,8,0,0,,,,,,,,,,,,, -5.19442,10.9626,2010,12,8,3,0,,,,,,,,,,,,, -5.18063,10.5835,2010,12,8,6,0,,,,,,,,,,,,, -5.73535,10.1155,2010,12,8,9,0,,,,,,,,,,,,, -6.10147,10.4315,2010,12,8,12,0,,,,,,,,,,,,, -6.60838,11.0353,2010,12,8,15,0,,,,,,,,,,,,, -6.88983,11.4032,2010,12,8,18,0,,,,,,,,,,,,, -6.55635,11.4872,2010,12,8,21,0,,,,,,,,,,,,, -5.96277,11.1832,2010,12,9,0,0,,,,,,,,,,,,, -5.42705,10.6999,2010,12,9,3,0,,,,,,,,,,,,, -4.93344,10.3522,2010,12,9,6,0,,,,,,,,,,,,, -4.64368,9.9068,2010,12,9,9,0,,,,,,,,,,,,, -4.38643,9.6427,2010,12,9,12,0,,,,,,,,,,,,, -4.08116,9.4979,2010,12,9,15,0,,,,,,,,,,,,, -3.97305,9.0133,2010,12,9,18,0,,,,,,,,,,,,, -4.63976,8.6493,2010,12,9,21,0,,,,,,,,,,,,, -4.58992,8.9037,2010,12,10,0,0,,,,,,,,,,,,, -4.16353,9.1438,2010,12,10,3,0,,,,,,,,,,,,, -3.87274,9.1403,2010,12,10,6,0,,,,,,,,,,,,, -3.68665,9.0407,2010,12,10,9,0,,,,,,,,,,,,, -3.4149,9.0527,2010,12,10,12,0,,,,,,,,,,,,, -3.19782,8.9381,2010,12,10,15,0,,,,,,,,,,,,, -2.98673,8.923,2010,12,10,18,0,,,,,,,,,,,,, -2.81337,8.8791,2010,12,10,21,0,,,,,,,,,,,,, -2.66919,8.81,2010,12,11,0,0,,,,,,,,,,,,, -2.53497,8.7391,2010,12,11,3,0,,,,,,,,,,,,, -2.40501,8.6118,2010,12,11,6,0,,,,,,,,,,,,, -2.48922,7.7264,2010,12,11,9,0,,,,,,,,,,,,, -2.88922,7.0177,2010,12,11,12,0,,,,,,,,,,,,, -3.08678,7.0865,2010,12,11,15,0,,,,,,,,,,,,, -3.76105,7.214,2010,12,11,18,0,,,,,,,,,,,,, -4.28419,8.079,2010,12,11,21,0,,,,,,,,,,,,, -4.52827,8.5415,2010,12,12,0,0,,,,,,,,,,,,, -4.50562,8.6786,2010,12,12,3,0,,,,,,,,,,,,, -4.85295,8.8159,2010,12,12,6,0,,,,,,,,,,,,, -5.10227,9.1245,2010,12,12,9,0,,,,,,,,,,,,, -4.84215,9.4715,2010,12,12,12,0,,,,,,,,,,,,, -4.36563,9.7668,2010,12,12,15,0,,,,,,,,,,,,, -4.06952,9.8408,2010,12,12,18,0,,,,,,,,,,,,, -3.82138,9.91,2010,12,12,21,0,,,,,,,,,,,,, -3.61348,9.9178,2010,12,13,0,0,,,,,,,,,,,,, -3.41619,9.8707,2010,12,13,3,0,,,,,,,,,,,,, -3.23551,9.793,2010,12,13,6,0,,,,,,,,,,,,, -3.08451,9.6808,2010,12,13,9,0,,,,,,,,,,,,, -2.97321,9.4747,2010,12,13,12,0,,,,,,,,,,,,, -2.96692,9.1213,2010,12,13,15,0,,,,,,,,,,,,, -3.06425,8.7919,2010,12,13,18,0,,,,,,,,,,,,, -3.36096,8.3327,2010,12,13,21,0,,,,,,,,,,,,, -4.24411,8.1194,2010,12,14,0,0,,,,,,,,,,,,, -5.59242,9.2208,2010,12,14,3,0,,,,,,,,,,,,, -5.88864,9.8183,2010,12,14,6,0,,,,,,,,,,,,, -5.53123,9.8473,2010,12,14,9,0,,,,,,,,,,,,, -5.60029,9.6652,2010,12,14,12,0,,,,,,,,,,,,, -6.37268,9.9221,2010,12,14,15,0,,,,,,,,,,,,, -6.04628,10.1801,2010,12,14,18,0,,,,,,,,,,,,, -5.64914,10.1593,2010,12,14,21,0,,,,,,,,,,,,, -5.41094,9.9862,2010,12,15,0,0,,,,,,,,,,,,, -4.95203,10.0283,2010,12,15,3,0,,,,,,,,,,,,, -4.59143,10.0226,2010,12,15,6,0,,,,,,,,,,,,, -4.3457,9.8419,2010,12,15,9,0,,,,,,,,,,,,, -4.13466,9.4447,2010,12,15,12,0,,,,,,,,,,,,, -3.98023,9.0835,2010,12,15,15,0,,,,,,,,,,,,, -3.79584,9.1157,2010,12,15,18,0,,,,,,,,,,,,, -3.55019,9.2202,2010,12,15,21,0,,,,,,,,,,,,, -3.29895,9.2032,2010,12,16,0,0,,,,,,,,,,,,, -3.06397,9.1486,2010,12,16,3,0,,,,,,,,,,,,, -2.87597,9.0863,2010,12,16,6,0,,,,,,,,,,,,, -2.81744,8.8245,2010,12,16,9,0,,,,,,,,,,,,, -2.79107,8.727,2010,12,16,12,0,,,,,,,,,,,,, -2.76921,8.7072,2010,12,16,15,0,,,,,,,,,,,,, -2.74893,8.9061,2010,12,16,18,0,,,,,,,,,,,,, -2.79493,9.1187,2010,12,16,21,0,,,,,,,,,,,,, -2.85917,9.2988,2010,12,17,0,0,,,,,,,,,,,,, -2.90866,9.3051,2010,12,17,3,0,,,,,,,,,,,,, -2.84068,9.497,2010,12,17,6,0,,,,,,,,,,,,, -2.77978,9.6592,2010,12,17,9,0,,,,,,,,,,,,, -2.74404,9.9131,2010,12,17,12,0,,,,,,,,,,,,, -2.71201,10.1057,2010,12,17,15,0,,,,,,,,,,,,, -2.66918,10.1729,2010,12,17,18,0,,,,,,,,,,,,, -2.62401,10.1214,2010,12,17,21,0,,,,,,,,,,,,, -2.87581,8.9918,2010,12,18,0,0,,,,,,,,,,,,, -3.49036,8.6069,2010,12,18,3,0,,,,,,,,,,,,, -4.14374,8.3168,2010,12,18,6,0,,,,,,,,,,,,, -5.06384,8.9267,2010,12,18,9,0,,,,,,,,,,,,, -4.76282,8.8615,2010,12,18,12,0,,,,,,,,,,,,, -5.28996,8.4528,2010,12,18,15,0,,,,,,,,,,,,, -5.35614,8.8232,2010,12,18,18,0,,,,,,,,,,,,, -5.28158,8.9493,2010,12,18,21,0,,,,,,,,,,,,, -4.89662,8.989,2010,12,19,0,0,,,,,,,,,,,,, -4.32572,8.7674,2010,12,19,3,0,,,,,,,,,,,,, -3.7632,8.4916,2010,12,19,6,0,,,,,,,,,,,,, -3.34501,8.2796,2010,12,19,9,0,,,,,,,,,,,,, -3.08623,8.191,2010,12,19,12,0,,,,,,,,,,,,, -3.05457,7.9503,2010,12,19,15,0,,,,,,,,,,,,, -3.09193,8.0118,2010,12,19,18,0,,,,,,,,,,,,, -3.07093,7.9821,2010,12,19,21,0,,,,,,,,,,,,, -3.03775,8.0226,2010,12,20,0,0,,,,,,,,,,,,, -3.10586,7.988,2010,12,20,3,0,,,,,,,,,,,,, -2.97962,8.1576,2010,12,20,6,0,,,,,,,,,,,,, -3.70243,8.8191,2010,12,20,9,0,,,,,,,,,,,,, -4.58888,9.6427,2010,12,20,12,0,,,,,,,,,,,,, -4.39232,9.6674,2010,12,20,15,0,,,,,,,,,,,,, -3.88156,9.2521,2010,12,20,18,0,,,,,,,,,,,,, -3.54187,8.689,2010,12,20,21,0,,,,,,,,,,,,, -3.44574,8.2046,2010,12,21,0,0,,,,,,,,,,,,, -3.29955,7.9326,2010,12,21,3,0,,,,,,,,,,,,, -3.01103,7.7831,2010,12,21,6,0,,,,,,,,,,,,, -2.68877,7.8314,2010,12,21,9,0,,,,,,,,,,,,, -2.46863,7.9271,2010,12,21,12,0,,,,,,,,,,,,, -2.35134,8.0365,2010,12,21,15,0,,,,,,,,,,,,, -2.31744,8.2576,2010,12,21,18,0,,,,,,,,,,,,, -2.32224,8.4747,2010,12,21,21,0,,,,,,,,,,,,, -2.38275,8.3051,2010,12,22,0,0,,,,,,,,,,,,, -2.63101,7.6422,2010,12,22,3,0,,,,,,,,,,,,, -2.62888,7.7372,2010,12,22,6,0,,,,,,,,,,,,, -2.47027,7.995,2010,12,22,9,0,,,,,,,,,,,,, -2.37598,7.8298,2010,12,22,12,0,,,,,,,,,,,,, -2.47272,7.3589,2010,12,22,15,0,,,,,,,,,,,,, -2.7062,7.1545,2010,12,22,18,0,,,,,,,,,,,,, -3.29392,7.1559,2010,12,22,21,0,,,,,,,,,,,,, -4.02497,7.6627,2010,12,23,0,0,,,,,,,,,,,,, -3.90536,8.2484,2010,12,23,3,0,,,,,,,,,,,,, -3.61508,8.5108,2010,12,23,6,0,,,,,,,,,,,,, -3.87144,8.4264,2010,12,23,9,0,,,,,,,,,,,,, -4.08364,8.9186,2010,12,23,12,0,,,,,,,,,,,,, -3.96923,9.279,2010,12,23,15,0,,,,,,,,,,,,, -3.98718,9.0117,2010,12,23,18,0,,,,,,,,,,,,, -4.57468,8.6929,2010,12,23,21,0,,,,,,,,,,,,, -4.69888,8.8292,2010,12,24,0,0,,,,,,,,,,,,, -4.48908,9.1455,2010,12,24,3,0,,,,,,,,,,,,, -4.33809,9.5687,2010,12,24,6,0,,,,,,,,,,,,, -4.43962,9.9532,2010,12,24,9,0,,,,,,,,,,,,, -4.8591,10.4406,2010,12,24,12,0,,,,,,,,,,,,, -5.36205,10.5193,2010,12,24,15,0,,,,,,,,,,,,, -5.37356,10.5576,2010,12,24,18,0,,,,,,,,,,,,, -5.14173,10.6009,2010,12,24,21,0,,,,,,,,,,,,, -4.87509,10.7484,2010,12,25,0,0,,,,,,,,,,,,, -4.67943,10.7992,2010,12,25,3,0,,,,,,,,,,,,, -4.42836,10.6763,2010,12,25,6,0,,,,,,,,,,,,, -4.10022,10.4352,2010,12,25,9,0,,,,,,,,,,,,, -3.86729,10.2143,2010,12,25,12,0,,,,,,,,,,,,, -3.85476,10.048,2010,12,25,15,0,,,,,,,,,,,,, -3.85788,10.1455,2010,12,25,18,0,,,,,,,,,,,,, -3.80693,10.3475,2010,12,25,21,0,,,,,,,,,,,,, -3.68632,10.3115,2010,12,26,0,0,,,,,,,,,,,,, -3.59812,9.752,2010,12,26,3,0,,,,,,,,,,,,, -3.55927,9.0825,2010,12,26,6,0,,,,,,,,,,,,, -3.59666,8.6686,2010,12,26,9,0,,,,,,,,,,,,, -3.98607,8.3159,2010,12,26,12,0,,,,,,,,,,,,, -4.76013,8.4897,2010,12,26,15,0,,,,,,,,,,,,, -5.22477,8.9823,2010,12,26,18,0,,,,,,,,,,,,, -5.37872,9.5502,2010,12,26,21,0,,,,,,,,,,,,, -5.32242,9.881,2010,12,27,0,0,,,,,,,,,,,,, -5.06976,9.9738,2010,12,27,3,0,,,,,,,,,,,,, -4.67112,9.9046,2010,12,27,6,0,,,,,,,,,,,,, -4.31172,9.6195,2010,12,27,9,0,,,,,,,,,,,,, -3.90901,9.408,2010,12,27,12,0,,,,,,,,,,,,, -3.68503,8.8349,2010,12,27,15,0,,,,,,,,,,,,, -3.71414,8.3658,2010,12,27,18,0,,,,,,,,,,,,, -4.48873,8.4479,2010,12,27,21,0,,,,,,,,,,,,, -4.16908,8.7498,2010,12,28,0,0,,,,,,,,,,,,, -3.71685,8.8335,2010,12,28,3,0,,,,,,,,,,,,, -3.37498,8.8208,2010,12,28,6,0,,,,,,,,,,,,, -3.1565,8.8195,2010,12,28,9,0,,,,,,,,,,,,, -3.01117,8.8457,2010,12,28,12,0,,,,,,,,,,,,, -2.863,8.8085,2010,12,28,15,0,,,,,,,,,,,,, -2.69493,8.7639,2010,12,28,18,0,,,,,,,,,,,,, -2.54545,8.7459,2010,12,28,21,0,,,,,,,,,,,,, -2.55356,8.2826,2010,12,29,0,0,,,,,,,,,,,,, -2.84603,7.5926,2010,12,29,3,0,,,,,,,,,,,,, -3.40554,7.4891,2010,12,29,6,0,,,,,,,,,,,,, -4.54923,8.1373,2010,12,29,9,0,,,,,,,,,,,,, -5.13513,8.8316,2010,12,29,12,0,,,,,,,,,,,,, -5.34651,9.2943,2010,12,29,15,0,,,,,,,,,,,,, -5.29652,9.5323,2010,12,29,18,0,,,,,,,,,,,,, -4.91106,9.6963,2010,12,29,21,0,,,,,,,,,,,,, -4.46866,9.7023,2010,12,30,0,0,,,,,,,,,,,,, -4.01033,9.7193,2010,12,30,3,0,,,,,,,,,,,,, -3.72385,9.4015,2010,12,30,6,0,,,,,,,,,,,,, -3.69142,8.9194,2010,12,30,9,0,,,,,,,,,,,,, -3.50149,8.8532,2010,12,30,12,0,,,,,,,,,,,,, -3.32518,8.9517,2010,12,30,15,0,,,,,,,,,,,,, -3.21896,9.1955,2010,12,30,18,0,,,,,,,,,,,,, -3.15856,9.5154,2010,12,30,21,0,,,,,,,,,,,,, -3.08098,9.8849,2010,12,31,0,0,,,,,,,,,,,,, -3.02037,10.2214,2010,12,31,3,0,,,,,,,,,,,,, -3.01757,10.6954,2010,12,31,6,0,,,,,,,,,,,,, -3.01169,11.0449,2010,12,31,9,0,,,,,,,,,,,,, -2.93514,10.9686,2010,12,31,12,0,,,,,,,,,,,,, -2.95853,9.7963,2010,12,31,15,0,,,,,,,,,,,,, -3.12255,8.5302,2010,12,31,18,0,,,,,,,,,,,,, -3.48675,8.1802,2010,12,31,21,0,,,,,,,,,,,,, From e64b38a7d1b6832219bab2a06d54cc9fb55b8e3a Mon Sep 17 00:00:00 2001 From: John Jasa Date: Wed, 5 Aug 2026 15:06:49 -0600 Subject: [PATCH 3/8] Adding wave doc pages --- docs/_toc.yml | 2 + docs/generate_model_overview.py | 6 ++- docs/resource/wave_resource.md | 64 ++++++++++++++++++++++++++++ docs/technology_models/wave.md | 71 +++++++++++++++++++++++++++++++ docs/user_guide/model_overview.md | 7 ++- 5 files changed, 148 insertions(+), 2 deletions(-) create mode 100644 docs/resource/wave_resource.md create mode 100644 docs/technology_models/wave.md diff --git a/docs/_toc.yml b/docs/_toc.yml index ef0d3856b..01d77407b 100644 --- a/docs/_toc.yml +++ b/docs/_toc.yml @@ -28,6 +28,7 @@ parts: - file: technology_models/marine_hydrokinetic - file: technology_models/run_of_river - file: technology_models/tidal + - file: technology_models/wave - file: technology_models/natural_gas - file: technology_models/nuclear - file: technology_models/wombat_electrolyzer_om @@ -70,6 +71,7 @@ parts: - file: resource/meteosat_prime_meridian_v4_api - file: resource/openmeteo_solar_archive - file: resource/tidal_resource + - file: resource/wave_resource - caption: Control chapters: - file: control/system_level_control/system_level_control diff --git a/docs/generate_model_overview.py b/docs/generate_model_overview.py index 15af29292..a4a0c39cb 100644 --- a/docs/generate_model_overview.py +++ b/docs/generate_model_overview.py @@ -83,12 +83,16 @@ class CategorySpec: "h2integrate.resource.wind": ("wind", "wind resource data providers"), "h2integrate.resource.solar": ("solar", "solar resource data providers"), "h2integrate.resource.tidal": ("tidal", "tidal resource data providers"), + "h2integrate.resource.wave": ("wave", "wave resource data providers"), "h2integrate.resource.river": ("river", "river resource data providers"), # ---- Converters ---- "h2integrate.converters": ("generic", "generic converter components"), "h2integrate.converters.wind": ("wind", "wind turbine plants"), "h2integrate.converters.solar": ("solar", "solar-PV panels"), - "h2integrate.converters.water_power": ("water_power", "tidal and run-of-river hydropower"), + "h2integrate.converters.water_power": ( + "water_power", + "wave, tidal, and run-of-river hydropower", + ), "h2integrate.converters.hopp": ("hopp", "hybrid renewable plant via HOPP"), "h2integrate.converters.hydrogen": ("hydrogen", "hydrogen production"), "h2integrate.converters.hydrogen.geologic": ( diff --git a/docs/resource/wave_resource.md b/docs/resource/wave_resource.md new file mode 100644 index 000000000..fe07fb184 --- /dev/null +++ b/docs/resource/wave_resource.md @@ -0,0 +1,64 @@ +(wave_resource)= +# Wave Resource: Model Overview + +The wave resource model reads and processes ocean wave data for use in the H2I framework. It expects a CSV file containing timeseries significant wave height (Hs) and energy period (Te) data, and outputs hourly arrays suitable for the {ref}`wave_performance` model. + +The wave resource file format follows the [DOE Water Power Technologies Office (WPTO) US Wave Dataset](https://developer.nrel.gov/docs/wave/wave-hindcast-download-v1/) convention. Wave resource files for US coastal locations can be downloaded via the [MHKiT-Python](https://mhkit-software.github.io/MHKiT/) library or the WPTO Hindcast dataset API. + +```{note} +H2I expects the wave resource data to be in a timeseries format (not a joint probability distribution). +If the source file contains data at a coarser-than-hourly resolution (e.g., 3-hourly), H2I will +linearly interpolate the values to produce an 8760-hour annual timeseries. +``` + +## File Format + +The wave resource CSV file should be in the following format: + +- Row 1: Column names for metadata fields. +- Row 2: Metadata values (latitude, longitude, water depth, data source, etc.). +- Row 3: Column headings for the timeseries data: + `Year`, `Month`, `Day`, `Hour`, `Minute`, `Significant Wave Height`, `Energy Period`. +- Rows 4+: Hourly or sub-hourly data values: + - `Significant Wave Height` in meters [m]. + - `Energy Period` in seconds [s]. + +## Configuration + +The wave resource is declared in `plant_config.yaml` under the site resources: + +```yaml +sites: + site: + resources: + wave_resource: + resource_model: WaveResource + resource_parameters: + resource_dir: resource_files/wave/ + resource_filename: wave_lat43.81_lon-124.82__2010.csv + resource_year: 2010 +``` + +The `resource_year` parameter is used to generate the hourly timestamp arrays (year, month, day, hour, minute) that are passed internally to the PySAM MhkWave model in timeseries mode. + +The wave resource outputs are connected to the wave performance model via `resource_to_tech_connections` in `plant_config.yaml`: + +```yaml +resource_to_tech_connections: + - [site.wave_resource, wave, significant_wave_height] + - [site.wave_resource, wave, energy_period] +``` + +## API Reference + +```{eval-rst} +.. autoclass:: h2integrate.resource.wave.WaveResource + :members: + :undoc-members: +``` + +```{eval-rst} +.. autoclass:: h2integrate.resource.wave.WaveResourceConfig + :members: + :undoc-members: +``` diff --git a/docs/technology_models/wave.md b/docs/technology_models/wave.md new file mode 100644 index 000000000..f08dbdf7b --- /dev/null +++ b/docs/technology_models/wave.md @@ -0,0 +1,71 @@ +(wave_performance)= +# Wave Energy Models + +## PySAM Wave Performance Model + +The **PySAM Wave Performance Model** simulates electricity generation from **wave energy converter (WEC) devices** using a timeseries wave resource. The model wraps the [PySAM MhkWave module](https://nrel-pysam.readthedocs.io/en/main/modules/MhkWave.html) implementation of the wave energy performance model used in the [System Advisor Model (SAM)](https://sam.nlr.gov/). + +This component integrates the PySAM **MhkWave** module into an H2I performance model. To use this model, specify `"PySAMWavePerformanceModel"` as the performance model. + +The model converts a wave resource timeseries (significant wave height and energy period) and a device power matrix into: +- timeseries electricity generation +- total energy production over the simulation period +- annualized energy production +- system capacity factor + +### Model Overview + +The model represents an array of wave energy converters operating in an ocean wave resource. Electricity production is calculated at each timestep by looking up device power output in the wave power matrix using the instantaneous significant wave height (Hs) and energy period (Te), then scaling by the number of devices. + +The model operates in timeseries mode (`wave_resource_model_choice = 1`) and requires hourly Hs and Te arrays. Use the {ref}`wave_resource` component to read and interpolate wave data files to the required hourly resolution. + +(pysam-options-wave)= +#### PySAM Options + +A user can specify any of the attributes available within the [MhkWave module](https://nrel-pysam.readthedocs.io/en/main/modules/MhkWave.html) using the `pysam_options` dictionary. The top-level keys correspond to the variable groups in the MhkWave module. + +The most common use is to override the default loss parameters: + +```yaml +pysam_options: + MHKWave: + loss_array_spacing: 0.0 # array-spacing loss [%] + loss_resource_overprediction: 0.0 # resource overprediction loss [%] + loss_transmission: 2.0 # transmission loss [%] + loss_downtime: 5.0 # availability loss [%] + loss_additional: 0.0 # additional loss [%] +``` + +By default all losses are set to zero. Override via `pysam_options` to model realistic system availability. + +#### Wave Power Matrix + +The `wave_power_matrix` is a 2-D lookup table of device power output [kW] as a function of significant wave height Hs [m] and energy period Te [s]. It must be provided as a list of rows: + +- Row 0: Te bin centers [s] (header row; first element is 0.0) +- Rows 1+: Each row starts with the Hs bin center [m], followed by the device power output [kW] at each Te bin + +Example (3-row excerpt): + +```yaml +wave_power_matrix: + - [0.0, 0.5, 1.5, 2.5, 3.5, 4.5, 5.5, 6.5, 7.5, 8.5, 9.5] + - [0.25, 0.0, 0.0, 0.0, 0.0, 0.4, 0.6, 0.8, 1.0, 1.1, 1.1] + - [0.75, 0.0, 0.0, 0.0, 0.0, 3.2, 5.3, 7.4, 9.1, 9.8, 9.5] +``` + +The power matrix format follows the SAM convention and can be exported from SAM for any supported reference model. + +### API Reference + +```{eval-rst} +.. autoclass:: h2integrate.converters.water_power.wave_pysam.PySAMWavePerformanceModel + :members: + :undoc-members: +``` + +```{eval-rst} +.. autoclass:: h2integrate.converters.water_power.wave_pysam.PySAMWavePerformanceConfig + :members: + :undoc-members: +``` diff --git a/docs/user_guide/model_overview.md b/docs/user_guide/model_overview.md index e2cee6f50..6d5c80dcc 100644 --- a/docs/user_guide/model_overview.md +++ b/docs/user_guide/model_overview.md @@ -92,6 +92,10 @@ auto-generated API page. - other components: + {py:class}`~h2integrate.resource.tidal.TidalResource` - A resource component for processing tidal data from a CSV file. +- `wave` + - other components: + + {py:class}`~h2integrate.resource.wave.WaveResource` - A resource component for processing wave data from a CSV file. + - `wind`: wind resource data providers - other components: + {py:class}`~h2integrate.resource.wind.openmeteo_wind.OpenMeteoHistoricalWindResource` @@ -230,9 +234,10 @@ auto-generated API page. - combined cost and financial models: + {py:class}`~h2integrate.converters.steel.steel.SteelCostAndFinancialModel` - An OpenMDAO component for calculating the costs associated with steel production. -- `water_power`: tidal and run-of-river hydropower +- `water_power`: wave, tidal, and run-of-river hydropower - performance models: + {py:class}`~h2integrate.converters.water_power.tidal_pysam.PySAMTidalPerformanceModel` - An OpenMDAO component that wraps the PySAM MhkTidal model. + + {py:class}`~h2integrate.converters.water_power.wave_pysam.PySAMWavePerformanceModel` - An OpenMDAO component that wraps the PySAM MhkWave model. + {py:class}`~h2integrate.converters.water_power.hydro_plant_run_of_river.RunOfRiverHydroPerformanceModel` - An OpenMDAO component for modeling the performance of a run-of-river hydropower plant. - cost models: + {py:class}`~h2integrate.converters.water_power.pysam_marine_cost.PySAMMarineCostModel` - An OpenMDAO component for calculating the costs associated with Marine Hydrokinetic (MHK) energy systems. From 109cf774c8b52c9b6d8bae15de8a4c3be25b6fd6 Mon Sep 17 00:00:00 2001 From: John Jasa Date: Wed, 5 Aug 2026 20:04:25 -0600 Subject: [PATCH 4/8] Add missing resource file --- .../wave/wave_lat43.81_lon-124.82__2010.csv | 2923 +++++++++++++++++ 1 file changed, 2923 insertions(+) create mode 100644 resource_files/wave/wave_lat43.81_lon-124.82__2010.csv diff --git a/resource_files/wave/wave_lat43.81_lon-124.82__2010.csv b/resource_files/wave/wave_lat43.81_lon-124.82__2010.csv new file mode 100644 index 000000000..904b5225f --- /dev/null +++ b/resource_files/wave/wave_lat43.81_lon-124.82__2010.csv @@ -0,0 +1,2923 @@ +Source,Location ID,Jurisdiction,Latitude,Longitude,Time Zone,Local Time Zone,Distance to Shore,Directionality Coefficient,Energy Period,Maximum Energy Direction,Mean Absolute Period,Mean Wave Direction,Mean Zero-Crossing Period,Omni-Directional Wave Power,Peak Period,Significant Wave Height,Spectral Width,Water Depth,Version +DOE-WPTO US Wave 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docs/technology_models/wave.md | 14 -------------- 3 files changed, 2 insertions(+), 30 deletions(-) diff --git a/docs/_static/class_hierarchy.html b/docs/_static/class_hierarchy.html index f40a21d07..492df6754 100644 --- a/docs/_static/class_hierarchy.html +++ b/docs/_static/class_hierarchy.html @@ -380,8 +380,8 @@

// parsing and collecting nodes and edges from the python - nodes = new vis.DataSet([{"borderWidth": 5.0, "color": {"background": "#00ACC1", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "PyomoRuleBaseClass", "label": "PyomoRuleBaseClass", "shape": "hexagon", "size": 19.42105263157895, "title": "PyomoRuleBaseClass\ncontrol/control_rules/pyomo_rule_baseclass.py\n[Control / General]", "x": 654.0, "y": 0.0}, {"borderWidth": 4.0, "color": {"background": "#00ACC1", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "PyomoDispatchGenericConverter", "label": "PyomoDispatchGenericConverter", "shape": "dot", "size": 18.0, "title": "PyomoDispatchGenericConverter\ncontrol/control_rules/converters/generic_converter.py\n[Converter / Other]", "x": 428.09388111524015, "y": 469.0988894808179}, {"borderWidth": 4.0, "color": {"background": "#00ACC1", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "PyomoRuleStorageBaseclass", "label": "PyomoRuleStorageBaseclass", "shape": "diamond", "size": 18.0, "title": "PyomoRuleStorageBaseclass\ncontrol/control_rules/storage/pyomo_storage_rule_baseclass.py\n[Storage / General]", "x": 428.09388111524004, "y": -469.09888948081795}, {"borderWidth": 5.0, "color": {"background": "#00ACC1", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "PyomoStorageControllerBaseClass", "label": "PyomoStorageControllerBaseClass", "shape": "diamond", "size": 20.13157894736842, "title": "PyomoStorageControllerBaseClass\ncontrol/control_strategies/pyomo_storage_controller_baseclass.py\n[Storage / General]", "x": 455.6085661088584, "y": -385.16822684557377}, {"borderWidth": 4.0, "color": {"background": "#00ACC1", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "DemandOpenLoopStorageController", "label": "DemandOpenLoopStorageController", "shape": "diamond", "size": 18.0, "title": "DemandOpenLoopStorageController\ncontrol/control_strategies/storage/demand_openloop_storage_controller.py\n[Storage / General]", "x": 370.0643470376622, "y": -331.15773226109025}, {"borderWidth": 4.0, "color": {"background": "#00ACC1", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "HeuristicLoadFollowingStorageController", "label": "HeuristicLoadFollowingStorageController", "shape": "diamond", "size": 18.0, "title": "HeuristicLoadFollowingStorageController\ncontrol/control_strategies/storage/heuristic_pyomo_controller.py\n[Storage / General]", "x": 264.590914357365, "y": -368.7926071689721}, {"borderWidth": 5.0, "color": {"background": "#00ACC1", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "StorageOpenLoopControlBase", "label": "StorageOpenLoopControlBase", "shape": "diamond", "size": 20.13157894736842, "title": "StorageOpenLoopControlBase\ncontrol/control_strategies/storage/openloop_storage_control_base.py\n[Storage / General]", "x": 219.55784982221226, "y": -478.13520688340736}, {"borderWidth": 4.0, "color": {"background": "#00ACC1", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": 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{"arrows": "to", "from": "CostModelBaseClass", "to": "GenericStorageCostModel"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "ATBBatteryCostModel"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "HydrogenStorageBaseCostModel"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "MCHTOLStorageCostModel"}, {"arrows": "to", "from": "ResizeablePerformanceModelBaseClass", "to": "AmmoniaSynLoopPerformanceModel"}, {"arrows": "to", "from": "ResizeablePerformanceModelBaseClass", "to": "ElectrolyzerPerformanceBaseClass"}, {"arrows": "to", "from": "CacheBaseClass", "to": "HOPPComponent"}, {"arrows": "to", "from": "CacheBaseClass", "to": "FlorisWindPlantPerformanceModel"}, {"arrows": "to", "from": "SiteBaseComponent", "to": "SiteLocationComponent"}, {"arrows": "to", "from": "DemandComponentBase", "to": "FlexibleDemandComponent"}, {"arrows": "to", "from": "DemandComponentBase", "to": "GenericDemandComponent"}, {"arrows": "to", "from": "FeedstockCostModel", "to": 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"NLRDeveloperAPISolarResourceBase", "to": "MeteosatPrimeMeridianSolarAPI"}, {"arrows": "to", "from": "NLRDeveloperAPISolarResourceBase", "to": "MeteosatPrimeMeridianTMYSolarAPI"}, {"arrows": "to", "from": "SolarResourceBaseAPIModel", "to": "NLRDeveloperAPISolarResourceBase"}, {"arrows": "to", "from": "SolarResourceBaseAPIModel", "to": "OpenMeteoHistoricalSolarResource"}, {"arrows": "to", "from": "WindResourceBaseAPIModel", "to": "WTKNLRDeveloperAPIWindResource"}, {"arrows": "to", "from": "WindResourceBaseAPIModel", "to": "OpenMeteoHistoricalWindResource"}, {"arrows": "to", "from": "StoragePerformanceBase", "to": "StorageAutoSizingModel"}, {"arrows": "to", "from": "StoragePerformanceBase", "to": "StoragePerformanceModel"}, {"arrows": "to", "from": "StoragePerformanceBase", "to": "PySAMBatteryPerformanceModel"}, {"arrows": "to", "from": "HydrogenStorageBaseCostModel", "to": "LinedRockCavernStorageCostModel"}, {"arrows": "to", "from": "HydrogenStorageBaseCostModel", "to": "SaltCavernStorageCostModel"}, {"arrows": "to", "from": "HydrogenStorageBaseCostModel", "to": "PipeStorageCostModel"}, {"arrows": "to", "from": "HydrogenStorageBaseCostModel", "to": "CompressedGasStorageCostModel"}]); + nodes = new vis.DataSet([{"borderWidth": 5.0, "color": {"background": "#00ACC1", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "PyomoRuleBaseClass", "label": "PyomoRuleBaseClass", "shape": "hexagon", "size": 19.42105263157895, "title": "PyomoRuleBaseClass\ncontrol/control_rules/pyomo_rule_baseclass.py\n[Control / General]", "x": 654.0, "y": 0.0}, {"borderWidth": 4.0, "color": {"background": "#00ACC1", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "PyomoDispatchGenericConverter", "label": "PyomoDispatchGenericConverter", "shape": "dot", "size": 18.0, "title": "PyomoDispatchGenericConverter\ncontrol/control_rules/converters/generic_converter.py\n[Converter / Other]", "x": 428.09388111524015, "y": 469.0988894808179}, {"borderWidth": 4.0, "color": {"background": "#00ACC1", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "PyomoRuleStorageBaseclass", "label": "PyomoRuleStorageBaseclass", "shape": "diamond", "size": 18.0, "title": "PyomoRuleStorageBaseclass\ncontrol/control_rules/storage/pyomo_storage_rule_baseclass.py\n[Storage / General]", "x": 428.09388111524004, "y": -469.09888948081795}, {"borderWidth": 5.0, "color": {"background": "#00ACC1", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "PyomoStorageControllerBaseClass", "label": "PyomoStorageControllerBaseClass", "shape": "diamond", "size": 20.13157894736842, "title": "PyomoStorageControllerBaseClass\ncontrol/control_strategies/pyomo_storage_controller_baseclass.py\n[Storage / General]", "x": 455.6085661088584, "y": -385.16822684557377}, {"borderWidth": 4.0, "color": {"background": "#00ACC1", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "DemandOpenLoopStorageController", "label": "DemandOpenLoopStorageController", "shape": "diamond", "size": 18.0, "title": "DemandOpenLoopStorageController\ncontrol/control_strategies/storage/demand_openloop_storage_controller.py\n[Storage / General]", "x": 370.0643470376622, "y": -331.15773226109025}, {"borderWidth": 4.0, "color": {"background": "#00ACC1", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "HeuristicLoadFollowingStorageController", "label": "HeuristicLoadFollowingStorageController", "shape": "diamond", "size": 18.0, "title": "HeuristicLoadFollowingStorageController\ncontrol/control_strategies/storage/heuristic_pyomo_controller.py\n[Storage / General]", "x": 264.590914357365, "y": -368.7926071689721}, {"borderWidth": 5.0, "color": {"background": "#00ACC1", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "StorageOpenLoopControlBase", "label": "StorageOpenLoopControlBase", "shape": "diamond", "size": 20.13157894736842, "title": "StorageOpenLoopControlBase\ncontrol/control_strategies/storage/openloop_storage_control_base.py\n[Storage / General]", "x": 219.55784982221226, "y": -478.13520688340736}, {"borderWidth": 4.0, "color": {"background": "#00ACC1", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "OptimizedDispatchStorageController", "label": "OptimizedDispatchStorageController", "shape": "diamond", "size": 18.0, "title": "OptimizedDispatchStorageController\ncontrol/control_strategies/storage/optimized_pyomo_controller.py\n[Storage / General]", "x": 270.16454539792574, "y": -589.4304862347785}, {"borderWidth": 4.0, "color": {"background": "#00ACC1", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "PeakLoadManagementHeuristicOpenLoopStorageController", "label": "PeakLoadManagementHeuristicOpenLoopStorageController", "shape": "diamond", "size": 18.0, "title": "PeakLoadManagementHeuristicOpenLoopStorageController\ncontrol/control_strategies/storage/plm_openloop_storage_controller.py\n[Storage / General]", "x": 388.2687164324305, "y": -630.4775561122241}, {"borderWidth": 4.0, "color": {"background": "#00ACC1", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "PeakLoadManagementOptimizedStorageController", "label": "PeakLoadManagementOptimizedStorageController", "shape": "diamond", "size": 18.0, "title": "PeakLoadManagementOptimizedStorageController\ncontrol/control_strategies/storage/plm_optimized_storage_controller.py\n[Storage / General]", "x": 501.4805766605486, "y": -572.7844347513467}, {"borderWidth": 4.0, "color": {"background": "#00ACC1", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "SimpleStorageOpenLoopController", "label": "SimpleStorageOpenLoopController", "shape": "diamond", "size": 18.0, "title": "SimpleStorageOpenLoopController\ncontrol/control_strategies/storage/simple_openloop_controller.py\n[Storage / General]", "x": 538.9625776291, "y": -449.75172147563603}, {"borderWidth": 4.0, "color": {"background": "#00ACC1", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "CostMinimizationControl", "label": "CostMinimizationControl", "shape": "hexagon", "size": 18.0, "title": "CostMinimizationControl\ncontrol/control_strategies/system_level/cost_minimization_control.py\n[Control / General]", "x": 681.5146849936184, "y": 83.93066263524416}, {"borderWidth": 4.0, "color": {"background": "#00ACC1", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "DemandFollowingControl", "label": "DemandFollowingControl", "shape": "hexagon", "size": 18.0, "title": "DemandFollowingControl\ncontrol/control_strategies/system_level/demand_following_control.py\n[Control / General]", "x": 595.9704659224221, "y": 137.9411572197277}, {"borderWidth": 4.0, "color": {"background": "#00ACC1", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "ProfitMaximizationControl", "label": "ProfitMaximizationControl", "shape": "hexagon", "size": 18.0, "title": "ProfitMaximizationControl\ncontrol/control_strategies/system_level/profit_maximization_control.py\n[Control / General]", "x": 490.497033242125, "y": 100.30628231184586}, {"borderWidth": 5.0, "color": {"background": "#00ACC1", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "SystemLevelControlBase", "label": "SystemLevelControlBase", "shape": "hexagon", "size": 20.13157894736842, "title": "SystemLevelControlBase\ncontrol/control_strategies/system_level/system_level_control_base.py\n[Control / General]", "x": 445.4639687069722, "y": -9.036317402589397}, {"borderWidth": 4.0, "color": {"background": "#F5C542", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "GenericConverterCostModel", "label": "GenericConverterCostModel", "shape": "dot", "size": 18.0, "title": "GenericConverterCostModel\nconverters/generic_converter_cost.py\n[Converter / Other]", "x": 455.6085661088585, "y": 553.0295521160621}, {"borderWidth": 4.0, "color": {"background": "#66BB6A", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "AmmoniaSynLoopCostModel", "label": "AmmoniaSynLoopCostModel", "shape": "dot", "size": 18.0, "title": "AmmoniaSynLoopCostModel\nconverters/ammonia/ammonia_synloop_cost.py\n[Converter / Ammonia]", "x": 370.0643470376623, "y": 607.0400467005456}, {"borderWidth": 3.0, "color": {"background": "#66BB6A", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "AmmoniaSynLoopPerformanceModel", "label": "AmmoniaSynLoopPerformanceModel", "shape": "dot", "size": 18.0, "title": "AmmoniaSynLoopPerformanceModel\nconverters/ammonia/ammonia_synloop_performance.py\n[Converter / Ammonia]", "x": 264.59091435736514, "y": 569.4051717926637}, {"borderWidth": 4.0, "color": {"background": "#66BB6A", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "SimpleAmmoniaPerformanceModel", "label": "SimpleAmmoniaPerformanceModel", "shape": "dot", "size": 18.0, "title": "SimpleAmmoniaPerformanceModel\nconverters/ammonia/simple_ammonia_model.py\n[Converter / Ammonia]", "x": 219.55784982221238, "y": 460.06257207822847}, {"borderWidth": 4.0, "color": {"background": "#66BB6A", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "SimpleAmmoniaCostModel", "label": "SimpleAmmoniaCostModel", "shape": "dot", "size": 18.0, "title": "SimpleAmmoniaCostModel\nconverters/ammonia/simple_ammonia_model.py\n[Converter / Ammonia]", "x": 270.16454539792585, "y": 348.7672927268573}, {"borderWidth": 4.0, "color": {"background": "#66BB6A", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "DOCPerformanceModel", "label": "DOCPerformanceModel", "shape": "dot", "size": 18.0, "title": "DOCPerformanceModel\nconverters/co2/marine/direct_ocean_capture.py\n[Converter / CO2]", "x": 388.2687164324306, "y": 307.72022284941175}, {"borderWidth": 4.0, "color": {"background": "#66BB6A", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "DOCCostModel", "label": "DOCCostModel", "shape": "dot", "size": 18.0, "title": "DOCCostModel\nconverters/co2/marine/direct_ocean_capture.py\n[Converter / CO2]", "x": 501.4805766605487, "y": 365.4133442102892}, {"borderWidth": 4.0, "color": {"background": "#66BB6A", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "OAEPerformanceModel", "label": "OAEPerformanceModel", "shape": "dot", "size": 18.0, "title": "OAEPerformanceModel\nconverters/co2/marine/ocean_alkalinity_enhancement.py\n[Converter / CO2]", "x": 538.9625776291001, "y": 488.44605748599986}, {"borderWidth": 4.0, "color": {"background": "#66BB6A", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "OAECostModel", "label": "OAECostModel", "shape": "dot", "size": 18.0, "title": "OAECostModel\nconverters/co2/marine/ocean_alkalinity_enhancement.py\n[Converter / CO2]", "x": 475.93189116793957, "y": 601.9588898891661}, {"borderWidth": 4.0, "color": {"background": "#66BB6A", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "OAECostAndFinancialModel", "label": "OAECostAndFinancialModel", "shape": "dot", "size": 18.0, "title": "OAECostAndFinancialModel\nconverters/co2/marine/ocean_alkalinity_enhancement.py\n[Converter / CO2]", "x": 349.5705117805884, "y": 635.8507248662497}, {"borderWidth": 4.0, "color": {"background": "#1B3A5C", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "GridPerformanceModel", "label": "GridPerformanceModel", "shape": "dot", "size": 18.0, "title": "GridPerformanceModel\nconverters/grid/grid.py\n[Converter / Grid]", "x": 236.61361523178945, "y": 568.2423536759715}, {"borderWidth": 4.0, "color": {"background": "#1B3A5C", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "GridCostModel", "label": "GridCostModel", "shape": "dot", "size": 18.0, "title": "GridCostModel\nconverters/grid/grid.py\n[Converter / Grid]", "x": 206.39396475153276, "y": 439.409697663304}, {"borderWidth": 4.0, "color": {"background": "#4A90D9", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "HOPPComponent", "label": "HOPPComponent", "shape": "dot", "size": 18.0, "title": "HOPPComponent\nconverters/hopp/hopp_wrapper.py\n[Converter / HOPP]", "x": 278.165573095184, "y": 327.54056326717114}, {"borderWidth": 3.0, "color": {"background": "#2E7D32", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "BasicElectrolyzerCostModel", "label": "BasicElectrolyzerCostModel", "shape": "dot", "size": 18.0, "title": "BasicElectrolyzerCostModel\nconverters/hydrogen/basic_cost_model.py\n[Converter / Hydrogen]", "x": 408.929515746538, "y": 301.0719911584519}, {"borderWidth": 3.0, "color": {"background": "#2E7D32", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "CustomElectrolyzerCostModel", "label": "CustomElectrolyzerCostModel", "shape": "dot", "size": 18.0, "title": "CustomElectrolyzerCostModel\nconverters/hydrogen/custom_electrolyzer_cost_model.py\n[Converter / Hydrogen]", "x": 519.3422437620703, "y": 376.741275969993}, {"borderWidth": 3.0, "color": {"background": "#2E7D32", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "ElectrolyzerPerformanceBaseClass", "label": "ElectrolyzerPerformanceBaseClass", "shape": "dot", "size": 19.42105263157895, "title": "ElectrolyzerPerformanceBaseClass\nconverters/hydrogen/electrolyzer_baseclass.py\n[Converter / Hydrogen]", "x": 541.9933368656093, "y": 509.0547616483423}, {"borderWidth": 4.0, "color": {"background": "#2E7D32", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "ElectrolyzerCostBaseClass", "label": "ElectrolyzerCostBaseClass", "shape": "dot", "size": 20.842105263157894, "title": "ElectrolyzerCostBaseClass\nconverters/hydrogen/electrolyzer_baseclass.py\n[Converter / Hydrogen]", "x": 462.61867180963463, "y": 617.7338834509918}, {"borderWidth": 4.0, "color": {"background": "#2E7D32", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "LinearH2FuelCellPerformanceModel", "label": "LinearH2FuelCellPerformanceModel", "shape": "dot", "size": 18.0, "title": "LinearH2FuelCellPerformanceModel\nconverters/hydrogen/h2_fuel_cell.py\n[Converter / Hydrogen]", "x": 329.04975630639217, "y": 636.513453478361}, {"borderWidth": 4.0, "color": {"background": "#2E7D32", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "H2FuelCellCostModel", "label": "H2FuelCellCostModel", "shape": "dot", "size": 18.0, "title": "H2FuelCellCostModel\nconverters/hydrogen/h2_fuel_cell.py\n[Converter / Hydrogen]", "x": 222.32576716621537, "y": 553.5863417347226}, {"borderWidth": 2.0, "color": {"background": "#2E7D32", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "HTSEPerformanceModel", "label": "HTSEPerformanceModel", "shape": "dot", "size": 18.0, "title": "HTSEPerformanceModel\nconverters/hydrogen/htse_electrolyzer.py\n[Converter / Hydrogen]", "x": 207.46113153897124, "y": 419.00371238109653}, {"borderWidth": 3.0, "color": {"background": "#2E7D32", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "HTSECostModel", "label": "HTSECostModel", "shape": "dot", "size": 18.0, "title": "HTSECostModel\nconverters/hydrogen/htse_electrolyzer.py\n[Converter / Hydrogen]", "x": 293.81016729091453, "y": 314.4201619012048}, {"borderWidth": 2.0, "color": {"background": "#2E7D32", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "ECOElectrolyzerPerformanceModel", "label": "ECOElectrolyzerPerformanceModel", "shape": "dot", "size": 18.710526315789473, "title": "ECOElectrolyzerPerformanceModel\nconverters/hydrogen/pem_electrolyzer.py\n[Converter / Hydrogen]", "x": 429.1980303433203, "y": 303.5048975398027}, {"borderWidth": 3.0, "color": {"background": "#2E7D32", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "SingliticoCostModel", "label": "SingliticoCostModel", "shape": "dot", "size": 18.0, "title": "SingliticoCostModel\nconverters/hydrogen/singlitico_cost_model.py\n[Converter / Hydrogen]", "x": 531.4807512394786, "y": 393.1585470237545}, {"borderWidth": 4.0, "color": {"background": "#2E7D32", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "SteamMethaneReformerPerformanceModel", "label": "SteamMethaneReformerPerformanceModel", "shape": "dot", "size": 18.0, "title": "SteamMethaneReformerPerformanceModel\nconverters/hydrogen/steam_methane_reformer.py\n[Converter / Hydrogen]", "x": 538.4198729733245, "y": 529.1652694271473}, {"borderWidth": 4.0, "color": {"background": "#2E7D32", "border": "#555555", "highlight": {"background": "#FF6B6B", "border": "#FF0000"}, "hover": {"background": "#FFD700", "border": "#FF8C00"}}, "font": {"color": "#333333"}, "id": "SteamMethaneReformerCostModel", "label": 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"CostModelBaseClass", "to": "DOCCostModel"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "OAECostModel"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "OAECostAndFinancialModel"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "GridCostModel"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "ElectrolyzerCostBaseClass"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "H2FuelCellCostModel"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "SteamMethaneReformerCostModel"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "GeoH2SubsurfaceCostBaseClass"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "GeoH2SurfaceCostBaseClass"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "HumbertStinnEwinCostComponent"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "IronReductionPlantBaseCostComponent"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "IronTransportCostComponent"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "MartinIronMineCostComponent"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "MethanolCostBaseClass"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "SimpleGasProducerCost"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "SimpleGasConsumerCost"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "NaturalGasCostModel"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "SimpleASUCostModel"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "QuinnNuclearCostModel"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "SimpleThermalNuclearReactorCostModel"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "ATBResComPVCostModel"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "ATBUtilityPVCostModel"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "CMUElectricArcFurnaceCostModel"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "SteelCostBaseClass"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "ElectricArcFurnacePlantBaseCostComponent"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "DesalinationCostBaseClass"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "RunOfRiverHydroCostModel"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "PySAMMarineCostModel"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "ATBWindPlantCostModel"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "WindArdCostCompatibilityComponent"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "FeedstockCostModel"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "GenericStorageCostModel"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "ATBBatteryCostModel"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "HydrogenStorageBaseCostModel"}, {"arrows": "to", "from": "CostModelBaseClass", "to": "MCHTOLStorageCostModel"}, {"arrows": "to", "from": "ResizeablePerformanceModelBaseClass", "to": "AmmoniaSynLoopPerformanceModel"}, {"arrows": "to", "from": "ResizeablePerformanceModelBaseClass", "to": "ElectrolyzerPerformanceBaseClass"}, {"arrows": "to", "from": "CacheBaseClass", "to": "HOPPComponent"}, {"arrows": "to", "from": "CacheBaseClass", "to": "FlorisWindPlantPerformanceModel"}, {"arrows": "to", "from": "SiteBaseComponent", "to": "SiteLocationComponent"}, {"arrows": "to", "from": "DemandComponentBase", "to": "FlexibleDemandComponent"}, {"arrows": "to", "from": "DemandComponentBase", "to": "GenericDemandComponent"}, {"arrows": "to", "from": "FeedstockCostModel", "to": "EIANaturalGasFeedstockCostModel"}, {"arrows": "to", "from": "ProFastBase", "to": "ProFastLCO"}, {"arrows": "to", "from": "ProFastBase", "to": "ProFastNPV"}, {"arrows": "to", "from": "ResourceBaseAPIModel", "to": "SolarResourceBaseAPIModel"}, {"arrows": "to", "from": "ResourceBaseAPIModel", "to": "WindResourceBaseAPIModel"}, {"arrows": "to", "from": "NLRDeveloperAPISolarResourceBase", "to": "GOESAggregatedSolarAPI"}, {"arrows": "to", "from": "NLRDeveloperAPISolarResourceBase", "to": "GOESConusSolarAPI"}, {"arrows": "to", "from": "NLRDeveloperAPISolarResourceBase", "to": "GOESFullDiscSolarAPI"}, {"arrows": "to", "from": "NLRDeveloperAPISolarResourceBase", "to": "GOESTMYSolarAPI"}, {"arrows": "to", "from": "NLRDeveloperAPISolarResourceBase", "to": "Himawari7SolarAPI"}, {"arrows": "to", "from": "NLRDeveloperAPISolarResourceBase", "to": "Himawari8SolarAPI"}, {"arrows": "to", "from": "NLRDeveloperAPISolarResourceBase", "to": "HimawariTMYSolarAPI"}, {"arrows": "to", "from": "NLRDeveloperAPISolarResourceBase", "to": "MeteosatPrimeMeridianSolarAPI"}, {"arrows": "to", "from": "NLRDeveloperAPISolarResourceBase", "to": "MeteosatPrimeMeridianTMYSolarAPI"}, {"arrows": "to", "from": "SolarResourceBaseAPIModel", "to": "NLRDeveloperAPISolarResourceBase"}, {"arrows": "to", "from": "SolarResourceBaseAPIModel", "to": "OpenMeteoHistoricalSolarResource"}, {"arrows": "to", "from": "WindResourceBaseAPIModel", "to": "WTKNLRDeveloperAPIWindResource"}, {"arrows": "to", "from": "WindResourceBaseAPIModel", "to": "OpenMeteoHistoricalWindResource"}, {"arrows": "to", "from": "StoragePerformanceBase", "to": "StorageAutoSizingModel"}, {"arrows": "to", "from": "StoragePerformanceBase", "to": "StoragePerformanceModel"}, {"arrows": "to", "from": "StoragePerformanceBase", "to": "PySAMBatteryPerformanceModel"}, {"arrows": "to", "from": "HydrogenStorageBaseCostModel", "to": "LinedRockCavernStorageCostModel"}, {"arrows": "to", "from": "HydrogenStorageBaseCostModel", "to": "SaltCavernStorageCostModel"}, {"arrows": "to", "from": "HydrogenStorageBaseCostModel", "to": "PipeStorageCostModel"}, {"arrows": "to", "from": "HydrogenStorageBaseCostModel", "to": "CompressedGasStorageCostModel"}]); nodeColors = {}; allNodes = nodes.get({ returnType: "Object" }); diff --git a/docs/resource/wave_resource.md b/docs/resource/wave_resource.md index fe07fb184..2e19907f4 100644 --- a/docs/resource/wave_resource.md +++ b/docs/resource/wave_resource.md @@ -48,17 +48,3 @@ resource_to_tech_connections: - [site.wave_resource, wave, significant_wave_height] - [site.wave_resource, wave, energy_period] ``` - -## API Reference - -```{eval-rst} -.. autoclass:: h2integrate.resource.wave.WaveResource - :members: - :undoc-members: -``` - -```{eval-rst} -.. autoclass:: h2integrate.resource.wave.WaveResourceConfig - :members: - :undoc-members: -``` diff --git a/docs/technology_models/wave.md b/docs/technology_models/wave.md index f08dbdf7b..57305b241 100644 --- a/docs/technology_models/wave.md +++ b/docs/technology_models/wave.md @@ -55,17 +55,3 @@ wave_power_matrix: ``` The power matrix format follows the SAM convention and can be exported from SAM for any supported reference model. - -### API Reference - -```{eval-rst} -.. autoclass:: h2integrate.converters.water_power.wave_pysam.PySAMWavePerformanceModel - :members: - :undoc-members: -``` - -```{eval-rst} -.. autoclass:: h2integrate.converters.water_power.wave_pysam.PySAMWavePerformanceConfig - :members: - :undoc-members: -``` From a88d047b77fe4b7134ba141e110425ae281cb892 Mon Sep 17 00:00:00 2001 From: John Jasa Date: Thu, 6 Aug 2026 09:36:44 -0600 Subject: [PATCH 6/8] PR feedback for wave cleanup --- .../tech_inputs/default_fin_config.yaml | 39 ------- .../tech_inputs/hopp_config.yaml | 100 ------------------ .../water_power/test/test_wave_pysam.py | 24 ++++- .../converters/water_power/wave_pysam.py | 21 +--- 4 files changed, 23 insertions(+), 161 deletions(-) delete mode 100644 examples/09_co2/direct_ocean_capture/tech_inputs/default_fin_config.yaml delete mode 100644 examples/09_co2/direct_ocean_capture/tech_inputs/hopp_config.yaml diff --git a/examples/09_co2/direct_ocean_capture/tech_inputs/default_fin_config.yaml b/examples/09_co2/direct_ocean_capture/tech_inputs/default_fin_config.yaml deleted file mode 100644 index 2851160eb..000000000 --- a/examples/09_co2/direct_ocean_capture/tech_inputs/default_fin_config.yaml +++ /dev/null @@ -1,39 +0,0 @@ -battery_system: - batt_replacement_schedule_percent: [0] - batt_bank_replacement: [0] - batt_replacement_option: 0 - batt_computed_bank_capacity: 0 - batt_meter_position: 0 -system_costs: - om_fixed: [0] - om_production: [0] - om_capacity: [0] - om_batt_fixed_cost: 0 - om_batt_variable_cost: [0] - om_batt_capacity_cost: 0 - om_batt_replacement_cost: 0 - om_replacement_cost_escal: 0 -revenue': - ppa_price_input: [25] # cents/kWh - ppa_escalation: 2.5 # % -system_use_lifetime_output: 0 -financial_parameters: - inflation_rate: 2.5 - real_discount_rate: 6.4 - federal_tax_rate: 21.0 - state_tax_rate: 4.0 - property_tax_rate: 1.0 - insurance_rate: 0.5 - debt_percent: 68.5 - term_int_rate: 6.0 - months_working_reserve: 1 - analysis_start_year: 2025 - installation_months: 12 - sales_tax_rate_state: 4.5 - admin_expense_percent_of_sales: 1.0 - capital_gains_tax_rate: 15.0 - debt_type: Revolving debt - depreciation_method: MACRS - depreciation_period: 5 -cp_capacity_credit_percent: [0] -degradation: [0] diff --git a/examples/09_co2/direct_ocean_capture/tech_inputs/hopp_config.yaml b/examples/09_co2/direct_ocean_capture/tech_inputs/hopp_config.yaml deleted file mode 100644 index 17cd67640..000000000 --- a/examples/09_co2/direct_ocean_capture/tech_inputs/hopp_config.yaml +++ /dev/null @@ -1,100 +0,0 @@ -name: Wind+wave+battery powering an electrochemical mCC system -# SiteInfo -site: - data: - lat: 43.807 - lon: -124.816 - year: 2010 - site_boundaries: - verts: - - [3.06, 288.87] - - [0.0, 1084.03] - - [1784.05, 1084.24] - - [1794.09, 999.64] - - [1494.34, 950.97] - - [712.64, 262.8] - - [1216.98, 272.36] - - [1217.76, 151.62] - - [708.14, 0.0] - urdb_label: 5ca4d1175457a39b23b3d45e - hub_height: 150.0 - solar: false - wind: false - wave: true - wave_resource_file: ../../../../resource_files/wave/wave_lat43.81_lon-124.82__2010.csv - grid_resource_file: '' -# Technologies -technologies: - wave: - device_rating_kw: 286 # enough wave capacity for S1/S2 - wave_power_matrix: - - [0.000000, 0.500000, 1.500000, 2.500000, 3.500000, 4.500000, 5.500000, 6.500000, 7.500000, 8.500000, 9.500000, 10.500000, - 11.500000, 12.500000, 13.500000, 14.500000, 15.500000, 16.500000, 17.500000, 18.500000, 19.500000, 20.500000] - - [0.250000, 0.000000, 0.000000, 0.000000, 0.000000, 0.400000, 0.600000, 0.800000, 1.000000, 1.100000, 1.100000, 1.000000, - 0.800000, 0.700000, 0.600000, 0.500000, 0.400000, 0.300000, 0.300000, 0.200000, 0.200000, 0.000000] - - [0.750000, 0.000000, 0.000000, 0.000000, 0.000000, 3.200000, 5.300000, 7.400000, 9.100000, 9.800000, 9.500000, 8.600000, - 7.400000, 6.200000, 5.100000, 4.100000, 3.400000, 2.800000, 2.300000, 1.900000, 1.600000, 0.000000] - - [1.250000, 0.000000, 0.000000, 0.000000, 0.000000, 9.000000, 14.800000, 20.500000, 25.000000, 26.800000, 25.900000, - 23.300000, 20.000000, 16.800000, 13.800000, 11.300000, 9.200000, 7.600000, 6.300000, 5.200000, 4.300000, 0.000000] - - [1.750000, 0.000000, 0.000000, 0.000000, 0.000000, 17.600000, 28.900000, 39.900000, 48.300000, 51.600000, 49.700000, - 44.700000, 38.400000, 32.200000, 26.500000, 21.700000, 17.800000, 14.600000, 12.100000, 10.000000, 8.400000, 0.000000] - - [2.250000, 0.000000, 0.000000, 0.000000, 0.000000, 29.000000, 47.500000, 65.400000, 78.800000, 83.800000, 80.600000, - 72.400000, 62.300000, 52.200000, 43.000000, 35.300000, 28.900000, 23.800000, 19.700000, 16.300000, 13.700000, 0.000000] - - [2.750000, 0.000000, 0.000000, 0.000000, 0.000000, 43.200000, 70.700000, 97.000000, 116.300000, 123.100000, 118.100000, - 106.100000, 91.300000, 76.500000, 63.200000, 51.900000, 42.500000, 35.000000, 28.900000, 24.100000, 20.100000, 0.000000] - - [3.250000, 0.000000, 0.000000, 0.000000, 0.000000, 60.200000, 98.300000, 134.500000, 160.500000, 169.300000, 162.100000, - 145.500000, 125.200000, 105.000000, 86.800000, 71.300000, 58.500000, 48.200000, 39.900000, 33.200000, 27.800000, 0.000000] - - [3.750000, 0.000000, 0.000000, 0.000000, 0.000000, 79.900000, 130.400000, 177.800000, 211.200000, 222.000000, 212.200000, - 190.400000, 164.000000, 137.600000, 113.800000, 93.600000, 76.900000, 63.300000, 52.500000, 43.700000, 36.600000, - 0.000000] - - [4.250000, 0.000000, 0.000000, 0.000000, 0.000000, 102.400000, 166.700000, 226.700000, 268.300000, 281.100000, 268.200000, - 240.500000, 207.200000, 174.100000, 144.100000, 118.500000, 97.400000, 80.300000, 66.600000, 55.500000, 46.500000, - 0.000000] - - [4.750000, 0.000000, 0.000000, 0.000000, 0.000000, 127.600000, 207.400000, 281.200000, 286.000000, 286.000000, 286.000000, - 286.000000, 255.000000, 214.300000, 177.500000, 146.100000, 120.200000, 99.200000, 82.200000, 68.600000, 57.600000, - 0.000000] - - [5.250000, 0.000000, 0.000000, 0.000000, 0.000000, 155.400000, 252.400000, 286.000000, 286.000000, 286.000000, 286.000000, - 286.000000, 286.000000, 258.200000, 214.000000, 176.300000, 145.100000, 119.800000, 99.400000, 83.000000, 69.700000, - 0.000000] - - [5.750000, 0.000000, 0.000000, 0.000000, 0.000000, 186.000000, 286.000000, 286.000000, 286.000000, 286.000000, 286.000000, - 286.000000, 286.000000, 286.000000, 253.600000, 209.000000, 172.200000, 142.200000, 118.100000, 98.600000, 82.800000, - 0.000000] - - [6.250000, 0.000000, 0.000000, 0.000000, 0.000000, 219.200000, 286.000000, 286.000000, 286.000000, 286.000000, 286.000000, - 286.000000, 286.000000, 286.000000, 286.000000, 244.200000, 201.200000, 166.400000, 138.200000, 115.500000, 97.100000, - 0.000000] - - [6.750000, 0.000000, 0.000000, 0.000000, 0.000000, 255.000000, 286.000000, 286.000000, 286.000000, 286.000000, 286.000000, - 286.000000, 286.000000, 286.000000, 286.000000, 281.900000, 232.400000, 192.200000, 159.700000, 133.500000, 112.300000, - 0.000000] - - [7.250000, 0.000000, 0.000000, 0.000000, 0.000000, 286.000000, 286.000000, 286.000000, 286.000000, 286.000000, 286.000000, - 286.000000, 286.000000, 286.000000, 286.000000, 286.000000, 265.600000, 219.800000, 182.800000, 152.900000, 128.700000, - 0.000000] - - [7.750000, 0.000000, 0.000000, 0.000000, 0.000000, 286.000000, 286.000000, 286.000000, 286.000000, 286.000000, 286.000000, - 286.000000, 286.000000, 286.000000, 286.000000, 286.000000, 286.000000, 249.000000, 207.200000, 173.400000, 146.000000, - 0.000000] - - [8.250000, 0.000000, 0.000000, 0.000000, 0.000000, 286.000000, 286.000000, 286.000000, 286.000000, 286.000000, 286.000000, - 286.000000, 286.000000, 286.000000, 286.000000, 286.000000, 286.000000, 279.900000, 233.000000, 195.100000, 164.400000, - 0.000000] - - [8.750000, 0.000000, 0.000000, 0.000000, 0.000000, 286.000000, 286.000000, 286.000000, 286.000000, 286.000000, 286.000000, - 286.000000, 286.000000, 286.000000, 286.000000, 286.000000, 286.000000, 286.000000, 260.200000, 218.000000, 183.800000, - 0.000000] - - [9.250000, 0.000000, 0.000000, 0.000000, 0.000000, 286.000000, 286.000000, 286.000000, 286.000000, 286.000000, 286.000000, - 286.000000, 286.000000, 286.000000, 286.000000, 286.000000, 286.000000, 286.000000, 286.000000, 242.100000, 204.100000, - 0.000000] - - [9.750000, 0.000000, 0.000000, 0.000000, 0.000000, 286.000000, 286.000000, 286.000000, 286.000000, 286.000000, 286.000000, - 286.000000, 286.000000, 286.000000, 286.000000, 286.000000, 286.000000, 286.000000, 286.000000, 267.400000, 225.600000, - 0.000000] - num_devices: 108 - fin_model: !include default_fin_config.yaml - cost_inputs: - reference_model_num: 3 - water_depth: 482 - distance_to_shore: 50 - number_rows: 18 - device_spacing: 600 - row_spacing: 600 - cable_system_overbuild: 20 - grid: - interconnect_kw: 362129.538 - fin_model: !include default_fin_config.yaml -config: - cost_info: null diff --git a/h2integrate/converters/water_power/test/test_wave_pysam.py b/h2integrate/converters/water_power/test/test_wave_pysam.py index 0d4a37eb6..2a487ed0e 100644 --- a/h2integrate/converters/water_power/test/test_wave_pysam.py +++ b/h2integrate/converters/water_power/test/test_wave_pysam.py @@ -1,3 +1,4 @@ +import numpy as np import pytest import openmdao.api as om @@ -610,12 +611,25 @@ def test_wave_pysam_outputs(plant_config, wave_config, pysam_options, subtests): 286 * 108, rel=1e-6 ) - with subtests.test("total_electricity_produced positive"): - assert prob.get_val("comp.total_electricity_produced") > 0 + with subtests.test("mean electricity_out regression"): + assert np.mean(prob.get_val(f"comp.{commodity}_out")) == pytest.approx( + 12586.456849, rel=1e-4 + ) + + with subtests.test("total_electricity_produced regression"): + assert prob.get_val("comp.total_electricity_produced")[0] == pytest.approx( + 110257362.0, rel=1e-4 + ) - with subtests.test("capacity_factor range"): - cf = float(prob.get_val("comp.capacity_factor").flat[0]) - assert 0 < cf <= 1 + with subtests.test("annual_electricity_produced regression"): + assert prob.get_val("comp.annual_electricity_produced")[0] == pytest.approx( + 110257362.0, rel=1e-4 + ) + + with subtests.test("capacity_factor regression"): + assert float(prob.get_val("comp.capacity_factor").flat[0]) == pytest.approx( + 0.407487, rel=1e-4 + ) @pytest.mark.unit diff --git a/h2integrate/converters/water_power/wave_pysam.py b/h2integrate/converters/water_power/wave_pysam.py index 401c95ea1..13b818e8f 100644 --- a/h2integrate/converters/water_power/wave_pysam.py +++ b/h2integrate/converters/water_power/wave_pysam.py @@ -236,23 +236,10 @@ def compute(self, inputs, outputs): outputs["total_electricity_produced"] = outputs["electricity_out"].sum() * (self.dt / 3600) - # annual_energy and capacity_factor are not available in time-series mode; - # compute them from the simulation output and the simulated year fraction. - fraction = self.fraction_of_year_simulated - if fraction > 0: - outputs["annual_electricity_produced"] = ( - outputs["total_electricity_produced"] / fraction - ) - else: - outputs["annual_electricity_produced"] = outputs["total_electricity_produced"] - - annual_hours = 8760.0 - if system_capacity_kw > 0: - outputs["capacity_factor"] = outputs["annual_electricity_produced"] / ( - system_capacity_kw * annual_hours - ) - else: - outputs["capacity_factor"] = 0.0 + outputs["annual_electricity_produced"] = self.system_model.Outputs.annual_energy + outputs["capacity_factor"] = ( + self.system_model.Outputs.capacity_factor / 100 + ) # divide by 100 to make it unitless # Honor a system-level controller's set-point by curtailing # `electricity_out`. No-op when there is no system-level controller. From 556ec4e5e734f7cb45064ecc9e9b33d88e5a592a Mon Sep 17 00:00:00 2001 From: John Jasa Date: Thu, 6 Aug 2026 10:37:19 -0600 Subject: [PATCH 7/8] Updating wave examples --- examples/test/test_all_examples.py | 4 ++-- pyproject.toml | 1 + 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/examples/test/test_all_examples.py b/examples/test/test_all_examples.py index 025e7719a..00142e0e5 100644 --- a/examples/test/test_all_examples.py +++ b/examples/test/test_all_examples.py @@ -624,7 +624,7 @@ def test_wind_wave_doc_example(subtests, temp_copy_of_example): pytest.approx( model.prob.get_val("finance_subgroup_co2.LCOC", units="USD/kg")[0], rel=1e-3 ) - == 1.803343170781246 + == 1.8905229193032373 ) with subtests.test("Check LCOE"): @@ -633,7 +633,7 @@ def test_wind_wave_doc_example(subtests, temp_copy_of_example): model.prob.get_val("finance_subgroup_electricity.LCOE", units="USD/(MW*h)")[0], rel=1e-3, ) - == 243.723825 + == 284.5363759747556 ) diff --git a/pyproject.toml b/pyproject.toml index 4c2dd6bbb..1546b14be 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -42,6 +42,7 @@ dependencies = [ "jsonschema", "marine-carbon-management", "matplotlib", + "NREL-PySAM>=7.0.0", "numpy", "numpy-financial", "openmdao>=3.44.0", From 9c2a548862b0657c2cd84e279819ae6298d2454a Mon Sep 17 00:00:00 2001 From: John Jasa Date: Mon, 10 Aug 2026 13:51:25 -0600 Subject: [PATCH 8/8] Updated test filepath --- h2integrate/core/test/test_utilities.py | 26 +++++++++++-------------- 1 file changed, 11 insertions(+), 15 deletions(-) diff --git a/h2integrate/core/test/test_utilities.py b/h2integrate/core/test/test_utilities.py index 8d1d4fd01..679f8048e 100644 --- a/h2integrate/core/test/test_utilities.py +++ b/h2integrate/core/test/test_utilities.py @@ -58,43 +58,41 @@ def test_get_path(subtests): current_cwd = Path.cwd() # 1. As an absolute path. - file_abs_path = ( - EXAMPLE_DIR / "09_co2" / "direct_ocean_capture" / "tech_inputs" / "hopp_config.yaml" - ) + file_abs_path = EXAMPLE_DIR / "09_co2" / "direct_ocean_capture" / "tech_config.yaml" file_abs_out_path = get_path(file_abs_path) with subtests.test("get_path: absolute filepath for file"): assert file_abs_out_path == file_abs_path # 2. Relative to the current working directory. os.chdir(EXAMPLE_DIR / "09_co2" / "direct_ocean_capture") - file_cwd_rel_path = "tech_inputs/hopp_config.yaml" + file_cwd_rel_path = "tech_config.yaml" file_cwd_rel_out_path = get_path(file_cwd_rel_path) with subtests.test("get_path: filepath relative to cwd for file"): assert file_cwd_rel_out_path == file_abs_path # 3. Relative to the H2Integrate package. os.chdir(ROOT_DIR) - file_h2i_rel_path = "examples/09_co2/direct_ocean_capture/tech_inputs/hopp_config.yaml" + file_h2i_rel_path = "examples/09_co2/direct_ocean_capture/tech_config.yaml" file_h2i_rel_out_path = get_path(file_h2i_rel_path) with subtests.test("get_path: filepath relative to H2I package for file"): assert file_h2i_rel_out_path == file_abs_path # 1. As an absolute path. - dir_abs_path = EXAMPLE_DIR / "09_co2" / "direct_ocean_capture" / "tech_inputs" + dir_abs_path = EXAMPLE_DIR / "09_co2" / "direct_ocean_capture" dir_abs_out_path = get_path(dir_abs_path) with subtests.test("get_path: absolute filepath for folder"): assert dir_abs_out_path == dir_abs_path # 2. Relative to the current working directory. os.chdir(EXAMPLE_DIR / "09_co2" / "direct_ocean_capture") - dir_cwd_rel_path = "tech_inputs" + dir_cwd_rel_path = "." dir_cwd_rel_out_path = get_path(dir_cwd_rel_path) with subtests.test("get_path: filepath relative to cwd for folder"): assert dir_cwd_rel_out_path == dir_abs_path # 3. Relative to the H2Integrate package. os.chdir(ROOT_DIR) - dir_h2i_rel_path = "examples/09_co2/direct_ocean_capture/tech_inputs" + dir_h2i_rel_path = "examples/09_co2/direct_ocean_capture" dir_h2i_rel_out_path = get_path(dir_h2i_rel_path) with subtests.test("get_path: filepath relative to H2I package for folder"): assert dir_h2i_rel_out_path == dir_abs_path @@ -107,35 +105,33 @@ def test_find_file(subtests): current_cwd = Path.cwd() # 1. As an absolute path. - file_abs_path = ( - EXAMPLE_DIR / "09_co2" / "direct_ocean_capture" / "tech_inputs" / "hopp_config.yaml" - ) + file_abs_path = EXAMPLE_DIR / "09_co2" / "direct_ocean_capture" / "tech_config.yaml" file_abs_out_path = find_file(file_abs_path) with subtests.test("find_file: absolute filepath"): assert file_abs_out_path == file_abs_path # 2. Relative to the current working directory. os.chdir(EXAMPLE_DIR / "09_co2" / "direct_ocean_capture") - file_cwd_rel_path = "tech_inputs/hopp_config.yaml" + file_cwd_rel_path = "tech_config.yaml" file_cwd_rel_out_path = find_file(file_cwd_rel_path) with subtests.test("find_file: filepath relative to cwd"): assert file_cwd_rel_out_path == file_abs_path # 3. Relative to the H2Integrate package. os.chdir(ROOT_DIR / "core" / "inputs") - file_h2i_rel_path = "examples/09_co2/direct_ocean_capture/tech_inputs/hopp_config.yaml" + file_h2i_rel_path = "examples/09_co2/direct_ocean_capture/tech_config.yaml" file_h2i_rel_out_path = find_file(file_h2i_rel_path) with subtests.test("find_file: filepath relative to H2I package"): assert file_h2i_rel_out_path == file_abs_path # 3. Relative to the root_folder (outside of it) - file_root_rel_path = "../examples/09_co2/direct_ocean_capture/tech_inputs/hopp_config.yaml" + file_root_rel_path = "../examples/09_co2/direct_ocean_capture/tech_config.yaml" file_root_rel_out_path = find_file(file_root_rel_path, root_folder=ROOT_DIR) with subtests.test("find_file: filepath relative (outside) of root_folder"): assert file_root_rel_out_path.resolve() == file_abs_path # 4. Relative to the root_folder (inside of it) - file_root_in_rel_path = "tech_inputs/hopp_config.yaml" + file_root_in_rel_path = "tech_config.yaml" ex_root = EXAMPLE_DIR / "09_co2" / "direct_ocean_capture" file_root_in_rel_out_path = find_file(file_root_in_rel_path, root_folder=ex_root) with subtests.test("find_file: filepath relative (inside) to root_folder"):