From 8613a27536a60167ec42444a56eb5e7cdb966b4f Mon Sep 17 00:00:00 2001 From: slevionnois2 Date: Tue, 13 Dec 2022 17:25:09 +0100 Subject: [PATCH 01/19] Creating APP Septo.ipynb --- example/APP Septo.ipynb | 333 +++++++++++++++++++++++++++++ example/EpyMix with Septoria.ipynb | 4 +- example/output_rust.py | 2 +- example/output_septo.py | 2 +- 4 files changed, 337 insertions(+), 4 deletions(-) create mode 100644 example/APP Septo.ipynb diff --git a/example/APP Septo.ipynb b/example/APP Septo.ipynb new file mode 100644 index 0000000..06aed74 --- /dev/null +++ b/example/APP Septo.ipynb @@ -0,0 +1,333 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "b50cd883", + "metadata": {}, + "source": [ + "# Jupyter App" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "e05e4afa", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "from epymix.rain import rain as _rain \n", + "from epymix.inoculum import inoculum \n", + "from epymix.configuration import configuration\n", + "from epymix.SEIR import SEIR \n", + "from epymix.dispersion_gradient import dispersion_kernel_rust, dispersion_kernel_septo\n", + "from epymix.growth_companion import growth_pois\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "51d30dca", + "metadata": {}, + "outputs": [], + "source": [ + "disease = \"septo\"\n", + "delta_t0 = 10 # constant, the model has been parameterise such as t = 10 degree-day\n", + "delta_t = 10 # time step\n", + "n_season = 1 # number of season\n", + "t = n_season*250*int(delta_t0/delta_t) # length of the experiment\n", + "season = 250*int(delta_t0/delta_t) # 2500 dd %% length of a cropping season\n", + "delta_companion = 0 # growth start lag of the companion crop (dd), negative: companion before, positive: companion after but for i" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "app()" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "533d9549", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "46f8ae93f3be4e9aaf4d23975e1debfc", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "interactive(children=(FloatSlider(value=0.5, description='wheat_fraction', max=1.0, step=0.05), Dropdown(descr…" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ipywidgets.interact(app, wheat_fraction=(0,1,0.05), view=['LAIwheat', 'Desease', 'All'])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "322c4401", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "82efbe4d", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.2" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/example/EpyMix with Septoria.ipynb b/example/EpyMix with Septoria.ipynb index bde23db..25efaa8 100644 --- a/example/EpyMix with Septoria.ipynb +++ b/example/EpyMix with Septoria.ipynb @@ -544,7 +544,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "Python 3", "language": "python", "name": "python3" }, @@ -558,7 +558,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.6" + "version": "3.9.2" } }, "nbformat": 4, diff --git a/example/output_rust.py b/example/output_rust.py index 94f3ab7..de9d6d6 100644 --- a/example/output_rust.py +++ b/example/output_rust.py @@ -1,7 +1,7 @@ import numpy as np import matplotlib.pyplot as plt -from epymix.rain import rain as _rain ## f_rain +from epymix.rain import rain as rain ## f_rain from epymix.inoculum import inoculum ## inoculum from epymix.configuration import configuration from epymix.SEIR import SEIR ## SEIR fonction principale diff --git a/example/output_septo.py b/example/output_septo.py index 0f44d08..df7782d 100644 --- a/example/output_septo.py +++ b/example/output_septo.py @@ -1,7 +1,7 @@ import numpy as np import matplotlib.pyplot as plt -from epymix.rain import rain as _rain ## f_rain +from epymix.rain import rain as rain ## f_rain from epymix.inoculum import inoculum ## inoculum from epymix.configuration import configuration from epymix.SEIR import SEIR ## SEIR fonction principale From 873835750fdc094a6ba9669fd4208f60bbcce621 Mon Sep 17 00:00:00 2001 From: slevionnois2 Date: Thu, 15 Dec 2022 10:10:48 +0100 Subject: [PATCH 02/19] Advancing the app on notebook (choosing the disease) --- example/APP Septo.ipynb | 333 -------------------------- example/app_epymix.ipynb | 234 ++++++++++++++++++ src/epymix/app_parameter_generator.py | 67 ++++++ 3 files changed, 301 insertions(+), 333 deletions(-) delete mode 100644 example/APP Septo.ipynb create mode 100644 example/app_epymix.ipynb create mode 100644 src/epymix/app_parameter_generator.py diff --git a/example/APP Septo.ipynb b/example/APP Septo.ipynb deleted file mode 100644 index 06aed74..0000000 --- a/example/APP Septo.ipynb +++ /dev/null @@ -1,333 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "b50cd883", - "metadata": {}, - "source": [ - "# Jupyter App" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "e05e4afa", - "metadata": {}, - "outputs": [], - "source": [ - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "from epymix.rain import rain as _rain \n", - "from epymix.inoculum import inoculum \n", - "from epymix.configuration import configuration\n", - "from epymix.SEIR import SEIR \n", - "from epymix.dispersion_gradient import dispersion_kernel_rust, dispersion_kernel_septo\n", - "from epymix.growth_companion import growth_pois\n" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "51d30dca", - "metadata": {}, - "outputs": [], - "source": [ - "disease = \"septo\"\n", - "delta_t0 = 10 # constant, the model has been parameterise such as t = 10 degree-day\n", - "delta_t = 10 # time step\n", - "n_season = 1 # number of season\n", - "t = n_season*250*int(delta_t0/delta_t) # length of the experiment\n", - "season = 250*int(delta_t0/delta_t) # 2500 dd %% length of a cropping season\n", - "delta_companion = 0 # growth start lag of the companion crop (dd), negative: companion before, positive: companion after but for i" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "app()" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "id": "533d9549", - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "46f8ae93f3be4e9aaf4d23975e1debfc", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "interactive(children=(FloatSlider(value=0.5, description='wheat_fraction', max=1.0, step=0.05), Dropdown(descr…" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 25, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "ipywidgets.interact(app, wheat_fraction=(0,1,0.05), view=['LAIwheat', 'Desease', 'All'])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "322c4401", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "82efbe4d", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.2" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/example/app_epymix.ipynb b/example/app_epymix.ipynb new file mode 100644 index 0000000..88ccdeb --- /dev/null +++ b/example/app_epymix.ipynb @@ -0,0 +1,234 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "b50cd883", + "metadata": {}, + "source": [ + "# Jupyter App" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "e05e4afa", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import ipywidgets\n", + "\n", + "from epymix.rain import rain as _rain \n", + "from epymix.inoculum import inoculum \n", + "from epymix.configuration import configuration\n", + "from epymix.SEIR import SEIR \n", + "from epymix.dispersion_gradient import dispersion_kernel_rust, dispersion_kernel_septo\n", + "from epymix.growth_companion import growth_pois\n", + "from epymix.app_parameter_generator import parameter_set\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "51d30dca", + "metadata": {}, + "outputs": [], + "source": [ + "#disease_par='septo_par'\n", + "delta_t0 = 10 # constant, the model has been parameterise such as t = 10 degree-day\n", + "delta_t = 10 # time step\n", + "n_season = 1 # number of season\n", + "t = n_season*250*int(delta_t0/delta_t) # length of the experiment\n", + "season = 250*int(delta_t0/delta_t) # 2500 dd %% length of a cropping season\n", + "delta_companion = 0 # growth start lag of the companion crop (dd), negative: companion before, positive: companion after but for i" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ipywidgets.interact(app, disease_par=['septo_par', 'rust_par'], wheat_fraction=(0,1,0.05), \n", + "delta_companion=(-100,100,1), view=['LAIwheat', 'Desease', 'All'])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0d0d90ec", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "epyland", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.2" + }, + "vscode": { + "interpreter": { + "hash": "cc495b77a574b98b57b7f5732d92c368da0bdafbfc1ca32d8caf81cd26f9b127" + } + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/src/epymix/app_parameter_generator.py b/src/epymix/app_parameter_generator.py new file mode 100644 index 0000000..a0dad86 --- /dev/null +++ b/src/epymix/app_parameter_generator.py @@ -0,0 +1,67 @@ +import numpy as np + +from epymix.rain import rain as rain ## f_rain +from epymix.inoculum import inoculum ## inoculum +from epymix.configuration import configuration +from epymix.SEIR import SEIR ## SEIR fonction principale +from epymix.dispersion_gradient import dispersion_kernel_rust, dispersion_kernel_septo +from epymix.growth_companion import growth_pois + +def parameter_set(disease_par, delta_t0, delta_t): + if disease_par == "septo_par": + ## MAIN INPUT PARAMETERS + disease = "septo" + ## E-I TRANSITION PARAMETERS + delta_ei = 5*int(delta_t0/delta_t) + lambd = 20*int(delta_t0/delta_t) # 200 dd %% latent duration + ## EPIDEMIC PARAMETERS + s0 = 0.0001 # 0.0001 %% lesion size (µm²) + pi_inf0 = 0.0002 # 0.0002 %% spore probability infection + rho = 0.002*delta_t/delta_t0 # 0.01 %% spore mortality in P reservoir + psi = 0.3 # 0.3 %% pycnide emptying rate by rain (only for septoriose) + gamma = 0 # 0 %% virulence parameter + theta = 0.15 # 0.015 %% spore intercropping survival rate + sigma = 45000000 # 50000000 %% spore production rate (septo: pycnidiospores by rain) + sigma_asco = 0.2 * sigma # 0.2*sigma %% (parameter for septoriose only, ascospores by wind) + inf_begin = 0*int(delta_t0/delta_t) # 1000 dd %% date of epidemic start (generally between 80 et 130 dd for rust) + ### INOCULUM PARAMETERS + inoc_init_abs = 20000000 # inoc_init_abs: initial inoculum intensity + ng_ext0_abs = int(20000*delta_t/delta_t0) # ng_ext0_abs: external cloud intensity + ### SPORE DISPERSION + day_length = (24/(2*delta_t))*60*60 + alpha_asco = 3 # coefficient of dispersal (n m-1;Fitt et al 1987) + radius_asco = 5 + alpha_pycnid = 0.2 * 0.0001 # coefficient of dispersal (m² s-1; Yang et al 1991) + radius_pycnid = 5 + alpha_ure = 3 + radius_ure = 5 + + elif disease_par == "rust_par": + ## MAIN INPUT PARAMETERS + disease = "rust" + ## E-I TRANSITION PARAMETERS + delta_ei = 5*int(delta_t0/delta_t) + lambd = 10*int(delta_t0/delta_t) # 100 dd %% latent duration + ## EPIDEMIC PARAMETERS + s0 = 0.0001 # 0.0001 %% lesion size (µm²) + pi_inf0 = 0.0002*delta_t/delta_t0 # 0.0002 %% spore probability infection + rho = 0.01*delta_t/delta_t0 # 0.01 %% spore mortality in P reservoir + psi = 0.3 # 0 %% pycnide emptying rate by rain (only for septoriose) + gamma = 0 # 0 %% virulence parameter + theta = 0.01 # 0.01 %% spore intercropping survival rate + sigma = 1500000 # 1500000 %% spore production rate (LAI-1; septo: pycnidiospores by rain)) + sigma_asco = 0.02 * sigma # 0.2*sigma %% (parameter for septoriose only, ascospores by wind) + inf_begin = 80*int(delta_t0/delta_t) # 1000 dd %% date of epidemic start (generally between 80 et 130 dd for rust) + ### INOCULUM PARAMETERS + inoc_init_abs = 500000 # inoc_init_abs: initial inoculum intensity + ng_ext0_abs = int(2000*delta_t/delta_t0) # ng_ext0_abs: external cloud intensity + ### SPORE DISPERSION + day_length = (24/(2*delta_t))*60*60 + alpha_asco = 3 # 3 coefficient of dispersal (n m-1;Fitt et al 1987) + radius_asco = 5 + alpha_pycnid = 0.2 * 0.0001 # coefficient of dispersal (m² s-1; Yang et al 1991) + radius_pycnid =5 + alpha_ure = 3 + radius_ure = 5 + + return disease, delta_ei, lambd, s0, pi_inf0, rho, psi, gamma, theta, sigma, sigma_asco, inf_begin, inoc_init_abs, ng_ext0_abs, day_length, alpha_asco, radius_asco, alpha_pycnid, radius_pycnid, alpha_ure, radius_ure From c5131d73cc81ccc7dd5992a85149394d674cd3d3 Mon Sep 17 00:00:00 2001 From: slevionnois2 Date: Thu, 15 Dec 2022 10:54:17 +0100 Subject: [PATCH 03/19] Advancing the epymic app (adding year selection for rainfall in case of septoria) --- example/app_epymix.ipynb | 36 +++++++++++++++++++----------------- src/epymix/rain.py | 4 +++- 2 files changed, 22 insertions(+), 18 deletions(-) diff --git a/example/app_epymix.ipynb b/example/app_epymix.ipynb index 88ccdeb..78d06f5 100644 --- a/example/app_epymix.ipynb +++ b/example/app_epymix.ipynb @@ -10,7 +10,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 43, "id": "e05e4afa", "metadata": {}, "outputs": [], @@ -25,12 +25,12 @@ "from epymix.SEIR import SEIR \n", "from epymix.dispersion_gradient import dispersion_kernel_rust, dispersion_kernel_septo\n", "from epymix.growth_companion import growth_pois\n", - "from epymix.app_parameter_generator import parameter_set\n" + "from epymix.app_parameter_generator import parameter_set" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 44, "id": "51d30dca", "metadata": {}, "outputs": [], @@ -52,7 +52,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 45, "id": "6006cef7", "metadata": {}, "outputs": [], @@ -73,19 +73,17 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 46, "id": "bceb8777", "metadata": {}, "outputs": [], "source": [ - "years = np.arange(2000,2000+n_season,1) #1995: bad; 1997: medium, 2000: good\n", - "years = years.tolist()\n", - "rain = _rain(years, delta_t)" + "year=2000" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 47, "id": "cdb4ac11", "metadata": {}, "outputs": [], @@ -96,15 +94,17 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 48, "id": "1ae20eb4", "metadata": {}, "outputs": [], "source": [ - "def app(disease_par='septo_par', wheat_fraction=0.5, delta_companion = 0, view='LAIwheat'):\n", + "def app(disease_par='septo_par', year='2000', wheat_fraction=0.5, delta_companion = 0, view='LAIwheat'):\n", " disease, delta_ei, lambd, s0, pi_inf0, rho, psi, gamma, theta, sigma, sigma_asco, inf_begin, inoc_init_abs, ng_ext0_abs, day_length, alpha_asco, radius_asco, alpha_pycnid, radius_pycnid, alpha_ure, radius_ure = parameter_set(disease_par=disease_par, delta_t0=delta_t0, delta_t=delta_t)\n", "\n", " arrangement = configuration(Lr, Lx, Ly, scenario_rot, wheat_fraction)\n", + "\n", + " rain = _rain(year, n_season, delta_t)\n", " \n", " Pth_inde, Poi_inde = growth_pois(t=t, season=season, arrangement=arrangement,\n", " mu_companion=mu_companion, beta_companion=beta_companion, end_companion=end_companion, LAI_K=LAI_K)\n", @@ -157,19 +157,21 @@ " plt.plot(T, Ifv, color='red')\n", " plt.plot(T, Ifc, color='red',linestyle=\"--\")\n", " plt.ylim([0, 6])\n", + " plt.xlabel(\"Degree-day (dd.10)\")\n", + " plt.ylabel(\"LAI\")\n", " " ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 49, "id": "533d9549", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "04ac790f75514a958478d2e0680c4db1", + "model_id": "9c19fe93d8e247d48a7e50a702b1937e", "version_major": 2, "version_minor": 0 }, @@ -183,17 +185,17 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 7, + "execution_count": 49, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "ipywidgets.interact(app, disease_par=['septo_par', 'rust_par'], wheat_fraction=(0,1,0.05), \n", - "delta_companion=(-100,100,1), view=['LAIwheat', 'Desease', 'All'])" + "ipywidgets.interact(app, disease_par=['septo_par', 'rust_par'], year=list(range(1993, 2016)), wheat_fraction=(0,1,0.05), \n", + "delta_companion=(-100,100,1), view=['All'])" ] }, { diff --git a/src/epymix/rain.py b/src/epymix/rain.py index a88e6f1..9d9de97 100644 --- a/src/epymix/rain.py +++ b/src/epymix/rain.py @@ -1,7 +1,7 @@ import numpy as np from .data import meteo_path -def rain(years, delta_t): +def rain(year, n_season, delta_t): """ Define rainfall scenario. @@ -20,6 +20,8 @@ def rain(years, delta_t): numpy array rain """ + years = np.arange(year,year+n_season,1) #1995: bad; 1997: medium, 2000: good + years = years.tolist() if not isinstance(years, list): years = [years] From 9db4aecf68f30d2c50da8a79cc3ba5e0ad45ea36 Mon Sep 17 00:00:00 2001 From: slevionnois2 Date: Thu, 15 Dec 2022 12:21:38 +0100 Subject: [PATCH 04/19] Advancing epymix app: adding AUDPC and disease reduction values --- example/app_epymix.ipynb | 37 ++++++++++++++++++++++++++++--------- 1 file changed, 28 insertions(+), 9 deletions(-) diff --git a/example/app_epymix.ipynb b/example/app_epymix.ipynb index 78d06f5..647756c 100644 --- a/example/app_epymix.ipynb +++ b/example/app_epymix.ipynb @@ -10,7 +10,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 151, "id": "e05e4afa", "metadata": {}, "outputs": [], @@ -30,7 +30,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 152, "id": "51d30dca", "metadata": {}, "outputs": [], @@ -52,7 +52,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 153, "id": "6006cef7", "metadata": {}, "outputs": [], @@ -73,7 +73,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 154, "id": "bceb8777", "metadata": {}, "outputs": [], @@ -83,7 +83,7 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 155, "id": "cdb4ac11", "metadata": {}, "outputs": [], @@ -94,7 +94,7 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 156, "id": "1ae20eb4", "metadata": {}, "outputs": [], @@ -103,6 +103,7 @@ " disease, delta_ei, lambd, s0, pi_inf0, rho, psi, gamma, theta, sigma, sigma_asco, inf_begin, inoc_init_abs, ng_ext0_abs, day_length, alpha_asco, radius_asco, alpha_pycnid, radius_pycnid, alpha_ure, radius_ure = parameter_set(disease_par=disease_par, delta_t0=delta_t0, delta_t=delta_t)\n", "\n", " arrangement = configuration(Lr, Lx, Ly, scenario_rot, wheat_fraction)\n", + " arrangement_max = configuration(Lr, Lx, Ly, scenario_rot, wheat_fraction=1)\n", "\n", " rain = _rain(year, n_season, delta_t)\n", " \n", @@ -126,6 +127,20 @@ " s0=s0,pi_inf0=pi_inf0, rho=rho, psi=psi, gamma=gamma, theta=theta, sigma=sigma, sigma_asco=sigma_asco, inf_begin=inf_begin,\n", " C_Disp_ure=C_Disp_ure, kernel_ure=kernel_ure, C_Disp_asco=C_Disp_asco, kernel_asco=kernel_asco,\n", " C_Disp_pycnid=C_Disp_pycnid, kernel_pycnid=kernel_pycnid)\n", + "\n", + " Nsp2, Pth2, Poi2, Sth2, Sus2, Lat2, Ifc2, Ifv2, Rem2, LAI2, LAI_wheat2, Poo2, Eps2, AUDPC2, Scont2 = SEIR(\n", + " t=t, \n", + " delta_t0=delta_t0, delta_t=delta_t, \n", + " season=season, delta_companion=delta_companion,\n", + " disease=disease, rain=rain, arrangement=arrangement_max, inoc_init=inoc_init, ng_ext0=ng_ext0,\n", + " mu_wheat=mu_wheat, nu=nu, beta_wheat=beta_wheat, #beta_companion=beta_companion, end_companion=end_companion\n", + " end_wheat=end_wheat, LAI_K=LAI_K, ber_wheat=ber_wheat, ber_companion=ber_companion, Pth_inde=Pth_inde, Poi_inde=Poi_inde,\n", + " h_wheat=h_wheat, h_companion=h_companion,\n", + " lambd=lambd, delta_ei=delta_ei,\n", + " s0=s0,pi_inf0=pi_inf0, rho=rho, psi=psi, gamma=gamma, theta=theta, sigma=sigma, sigma_asco=sigma_asco, inf_begin=inf_begin,\n", + " C_Disp_ure=C_Disp_ure, kernel_ure=kernel_ure, C_Disp_asco=C_Disp_asco, kernel_asco=kernel_asco,\n", + " C_Disp_pycnid=C_Disp_pycnid, kernel_pycnid=kernel_pycnid)\n", + "\n", " \n", " T = [*range(0,t)]\n", " Sth = np.mean(Sth, axis=(1,2))\n", @@ -159,19 +174,23 @@ " plt.ylim([0, 6])\n", " plt.xlabel(\"Degree-day (dd.10)\")\n", " plt.ylabel(\"LAI\")\n", + "\n", + " \n", + " print(f'AUDPC: {\"{:.2f}\".format(AUDPC[-1])}')\n", + " print(f'Disease reduction: {\"{:.2f}\".format(float(1-AUDPC[-1]/AUDPC2[-1]))}%')\n", " " ] }, { "cell_type": "code", - "execution_count": 49, + "execution_count": 157, "id": "533d9549", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "9c19fe93d8e247d48a7e50a702b1937e", + "model_id": "0395dabe77434300a350d7c46a73caec", "version_major": 2, "version_minor": 0 }, @@ -188,7 +207,7 @@ "" ] }, - "execution_count": 49, + "execution_count": 157, "metadata": {}, "output_type": "execute_result" } From 33ac978ec3f99c69190c8a43b494a0cdfe044bc4 Mon Sep 17 00:00:00 2001 From: slevionnois2 Date: Thu, 15 Dec 2022 16:19:34 +0100 Subject: [PATCH 05/19] Adancing the epymix app: choosing between pure crop (papier1) and intercropping with different LAI curves (papier2). --- example/app_epymix.ipynb | 145 ++++++++++++++++++++++++--------------- src/epymix/rain.py | 10 +-- 2 files changed, 95 insertions(+), 60 deletions(-) diff --git a/example/app_epymix.ipynb b/example/app_epymix.ipynb index 647756c..c1547fc 100644 --- a/example/app_epymix.ipynb +++ b/example/app_epymix.ipynb @@ -10,12 +10,13 @@ }, { "cell_type": "code", - "execution_count": 151, + "execution_count": 93, "id": "e05e4afa", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", + "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "import ipywidgets\n", "\n", @@ -25,12 +26,13 @@ "from epymix.SEIR import SEIR \n", "from epymix.dispersion_gradient import dispersion_kernel_rust, dispersion_kernel_septo\n", "from epymix.growth_companion import growth_pois\n", + "from epymix.SEIR_practices_data import SEIR_practice\n", "from epymix.app_parameter_generator import parameter_set" ] }, { "cell_type": "code", - "execution_count": 152, + "execution_count": 94, "id": "51d30dca", "metadata": {}, "outputs": [], @@ -52,7 +54,7 @@ }, { "cell_type": "code", - "execution_count": 153, + "execution_count": 95, "id": "6006cef7", "metadata": {}, "outputs": [], @@ -73,7 +75,7 @@ }, { "cell_type": "code", - "execution_count": 154, + "execution_count": 96, "id": "bceb8777", "metadata": {}, "outputs": [], @@ -83,7 +85,7 @@ }, { "cell_type": "code", - "execution_count": 155, + "execution_count": 97, "id": "cdb4ac11", "metadata": {}, "outputs": [], @@ -94,12 +96,33 @@ }, { "cell_type": "code", - "execution_count": 156, + "execution_count": 98, + "id": "92d65c0e", + "metadata": {}, + "outputs": [], + "source": [ + "### PARAMETERS IN CASE OF PRACTICE DATA\n", + "data_lai_wheat = pd.read_csv('spline_coordinate_inc_wheat_10.csv', sep=';')\n", + "data_lai_comp = pd.read_csv('spline_coordinate_inc_comp_10.csv', sep=';')\n", + "data_lai_wheat_mu = pd.read_csv('spline_coordinate_coef_wheat_10.csv', sep=';')\n", + "experiment = 5\n", + "data_lai_wheat.columns.values[experiment]\n", + "#t = 136\n", + "#season = t # 250*int(delta_t0/delta_t) # 2500 dd %% length of a cropping season\n", + "lai_wheat_inc = np.array(data_lai_wheat.iloc[:, experiment])\n", + "lai_comp_inc = np.array(data_lai_comp.iloc[:, experiment])\n", + "lai_wheat_mu = np.array(data_lai_wheat_mu.iloc[:, experiment])" + ] + }, + { + "cell_type": "code", + "execution_count": 99, "id": "1ae20eb4", "metadata": {}, "outputs": [], "source": [ - "def app(disease_par='septo_par', year='2000', wheat_fraction=0.5, delta_companion = 0, view='LAIwheat'):\n", + "# def app(crop='pure crop', disease_par='septo_par', year='2000', wheat_fraction=0.5, delta_companion = 0, view='LAIwheat'):\n", + "def app(crop='pure crop', disease_par='septo_par', year='2000', wheat_fraction=0.5, delta_companion = 0):\n", " disease, delta_ei, lambd, s0, pi_inf0, rho, psi, gamma, theta, sigma, sigma_asco, inf_begin, inoc_init_abs, ng_ext0_abs, day_length, alpha_asco, radius_asco, alpha_pycnid, radius_pycnid, alpha_ure, radius_ure = parameter_set(disease_par=disease_par, delta_t0=delta_t0, delta_t=delta_t)\n", "\n", " arrangement = configuration(Lr, Lx, Ly, scenario_rot, wheat_fraction)\n", @@ -115,31 +138,43 @@ " kernel_asco, C_Disp_asco, kernel_pycnid, C_Disp_pycnid = dispersion_kernel_septo(day_length, alpha_asco, radius_asco, alpha_pycnid, radius_pycnid)\n", " kernel_ure, C_Disp_ure = dispersion_kernel_rust(day_length, alpha_ure, radius_ure)\n", " \n", - " Nsp, Pth, Poi, Sth, Sus, Lat, Ifc, Ifv, Rem, LAI, LAI_wheat, Poo, Eps, AUDPC, Scont = SEIR(\n", - " t=t, \n", - " delta_t0=delta_t0, delta_t=delta_t, \n", - " season=season, delta_companion=delta_companion,\n", - " disease=disease, rain=rain, arrangement=arrangement, inoc_init=inoc_init, ng_ext0=ng_ext0,\n", - " mu_wheat=mu_wheat, nu=nu, beta_wheat=beta_wheat, #beta_companion=beta_companion, end_companion=end_companion\n", - " end_wheat=end_wheat, LAI_K=LAI_K, ber_wheat=ber_wheat, ber_companion=ber_companion, Pth_inde=Pth_inde, Poi_inde=Poi_inde,\n", - " h_wheat=h_wheat, h_companion=h_companion,\n", - " lambd=lambd, delta_ei=delta_ei,\n", - " s0=s0,pi_inf0=pi_inf0, rho=rho, psi=psi, gamma=gamma, theta=theta, sigma=sigma, sigma_asco=sigma_asco, inf_begin=inf_begin,\n", - " C_Disp_ure=C_Disp_ure, kernel_ure=kernel_ure, C_Disp_asco=C_Disp_asco, kernel_asco=kernel_asco,\n", - " C_Disp_pycnid=C_Disp_pycnid, kernel_pycnid=kernel_pycnid)\n", + " if crop == 'pure crop':\n", + " Nsp, Pth, Poi, Sth, Sus, Lat, Ifc, Ifv, Rem, LAI, LAI_wheat, Poo, Eps, AUDPC, Scont = SEIR(\n", + " t=t, \n", + " delta_t0=delta_t0, delta_t=delta_t, \n", + " season=season, delta_companion=delta_companion,\n", + " disease=disease, rain=rain, arrangement=arrangement, inoc_init=inoc_init, ng_ext0=ng_ext0,\n", + " mu_wheat=mu_wheat, nu=nu, beta_wheat=beta_wheat, #beta_companion=beta_companion, end_companion=end_companion\n", + " end_wheat=end_wheat, LAI_K=LAI_K, ber_wheat=ber_wheat, ber_companion=ber_companion, Pth_inde=Pth_inde, Poi_inde=Poi_inde,\n", + " h_wheat=h_wheat, h_companion=h_companion,\n", + " lambd=lambd, delta_ei=delta_ei,\n", + " s0=s0,pi_inf0=pi_inf0, rho=rho, psi=psi, gamma=gamma, theta=theta, sigma=sigma, sigma_asco=sigma_asco, inf_begin=inf_begin,\n", + " C_Disp_ure=C_Disp_ure, kernel_ure=kernel_ure, C_Disp_asco=C_Disp_asco, kernel_asco=kernel_asco,\n", + " C_Disp_pycnid=C_Disp_pycnid, kernel_pycnid=kernel_pycnid)\n", + "\n", + " Nsp2, Pth2, Poi2, Sth2, Sus2, Lat2, Ifc2, Ifv2, Rem2, LAI2, LAI_wheat2, Poo2, Eps2, AUDPC2, Scont2 = SEIR(\n", + " t=t, \n", + " delta_t0=delta_t0, delta_t=delta_t, \n", + " season=season, delta_companion=delta_companion,\n", + " disease=disease, rain=rain, arrangement=arrangement_max, inoc_init=inoc_init, ng_ext0=ng_ext0,\n", + " mu_wheat=mu_wheat, nu=nu, beta_wheat=beta_wheat, #beta_companion=beta_companion, end_companion=end_companion\n", + " end_wheat=end_wheat, LAI_K=LAI_K, ber_wheat=ber_wheat, ber_companion=ber_companion, Pth_inde=Pth_inde, Poi_inde=Poi_inde,\n", + " h_wheat=h_wheat, h_companion=h_companion,\n", + " lambd=lambd, delta_ei=delta_ei,\n", + " s0=s0,pi_inf0=pi_inf0, rho=rho, psi=psi, gamma=gamma, theta=theta, sigma=sigma, sigma_asco=sigma_asco, inf_begin=inf_begin,\n", + " C_Disp_ure=C_Disp_ure, kernel_ure=kernel_ure, C_Disp_asco=C_Disp_asco, kernel_asco=kernel_asco,\n", + " C_Disp_pycnid=C_Disp_pycnid, kernel_pycnid=kernel_pycnid)\n", "\n", - " Nsp2, Pth2, Poi2, Sth2, Sus2, Lat2, Ifc2, Ifv2, Rem2, LAI2, LAI_wheat2, Poo2, Eps2, AUDPC2, Scont2 = SEIR(\n", - " t=t, \n", - " delta_t0=delta_t0, delta_t=delta_t, \n", - " season=season, delta_companion=delta_companion,\n", - " disease=disease, rain=rain, arrangement=arrangement_max, inoc_init=inoc_init, ng_ext0=ng_ext0,\n", - " mu_wheat=mu_wheat, nu=nu, beta_wheat=beta_wheat, #beta_companion=beta_companion, end_companion=end_companion\n", - " end_wheat=end_wheat, LAI_K=LAI_K, ber_wheat=ber_wheat, ber_companion=ber_companion, Pth_inde=Pth_inde, Poi_inde=Poi_inde,\n", - " h_wheat=h_wheat, h_companion=h_companion,\n", - " lambd=lambd, delta_ei=delta_ei,\n", - " s0=s0,pi_inf0=pi_inf0, rho=rho, psi=psi, gamma=gamma, theta=theta, sigma=sigma, sigma_asco=sigma_asco, inf_begin=inf_begin,\n", - " C_Disp_ure=C_Disp_ure, kernel_ure=kernel_ure, C_Disp_asco=C_Disp_asco, kernel_asco=kernel_asco,\n", - " C_Disp_pycnid=C_Disp_pycnid, kernel_pycnid=kernel_pycnid)\n", + " elif crop == 'intercropping':\n", + " Nsp, Pth, Poi, Sth, Sus, Lat, Ifc, Ifv, Rem, LAI, LAI_wheat, Poo, Eps, AUDPC, Scont = \\\n", + " SEIR_practice(t=t , delta_t0=delta_t0, delta_t=delta_t, season=season,\n", + " disease=disease, rain=rain, arrangement=arrangement, inoc_init=inoc_init, ng_ext0=ng_ext0,\n", + " lai_wheat_inc=lai_wheat_inc, lai_comp_inc=lai_comp_inc, lai_wheat_mu=lai_wheat_mu,\n", + " nu=nu, ber_wheat=ber_wheat, ber_companion=ber_companion, h_wheat=h_wheat, h_companion=h_companion,\n", + " lambd=lambd, delta_ei=delta_ei,\n", + " s0=s0,pi_inf0=pi_inf0, rho=rho, psi=psi, gamma=gamma, theta=theta, sigma=sigma, sigma_asco=sigma_asco, inf_begin=inf_begin,\n", + " C_Disp_ure=C_Disp_ure, kernel_ure=kernel_ure, C_Disp_asco=C_Disp_asco, kernel_asco=kernel_asco,\n", + " C_Disp_pycnid=C_Disp_pycnid, kernel_pycnid=kernel_pycnid)\n", "\n", " \n", " T = [*range(0,t)]\n", @@ -159,43 +194,43 @@ " Eps = np.mean(Eps, axis=(1,2))\n", " Scont = np.mean(Scont, axis=(1,2))\n", " \n", - " if view == 'LAIwheat':\n", - " plt.plot(T, Sth, color='black')\n", - " plt.ylim([0, 6])\n", - " elif view=='Desease':\n", - " plt.plot(T, Ifc, color='red')\n", - " plt.ylim([0, 6])\n", - " elif view=='All':\n", - " plt.plot(T, Sth, color='black')\n", - " plt.plot(T, Sus, color='green')\n", - " plt.plot(T, Poi, color='brown')\n", - " plt.plot(T, Ifv, color='red')\n", - " plt.plot(T, Ifc, color='red',linestyle=\"--\")\n", - " plt.ylim([0, 6])\n", - " plt.xlabel(\"Degree-day (dd.10)\")\n", - " plt.ylabel(\"LAI\")\n", + " # if view == 'LAIwheat':\n", + " # plt.plot(T, Sth, color='black')\n", + " # plt.ylim([0, 6])\n", + " # elif view=='Desease':\n", + " # plt.plot(T, Ifc, color='red')\n", + " # plt.ylim([0, 6])\n", + " # elif view=='All':\n", + " plt.plot(T, Sth, color='black')\n", + " plt.plot(T, Sus, color='green')\n", + " plt.plot(T, Poi, color='brown')\n", + " plt.plot(T, Ifv, color='red')\n", + " plt.plot(T, Ifc, color='red',linestyle=\"--\")\n", + " plt.ylim([0, 6])\n", + " plt.xlabel(\"Degree-day (dd.10)\")\n", + " # plt.ylabel(\"LAI\")\n", "\n", " \n", - " print(f'AUDPC: {\"{:.2f}\".format(AUDPC[-1])}')\n", - " print(f'Disease reduction: {\"{:.2f}\".format(float(1-AUDPC[-1]/AUDPC2[-1]))}%')\n", + " #print(f'AUDPC: {\"{:.2f}\".format(AUDPC[-1])}')\n", + " #print(f'Disease reduction: {\"{:.2f}\".format(float(1-AUDPC[-1]/AUDPC2[-1]))}%')\n", " " ] }, { "cell_type": "code", - "execution_count": 157, + "execution_count": 100, "id": "533d9549", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "0395dabe77434300a350d7c46a73caec", + "model_id": "48f9c53fbf5e4db1b03e0ddfd3a6eecf", "version_major": 2, "version_minor": 0 }, "text/plain": [ - "interactive(children=(Dropdown(description='disease_par', options=('septo_par', 'rust_par'), value='septo_par'…" + "interactive(children=(Dropdown(description='crop', options=('pure crop', 'intercropping'), value='pure crop'),…" ] }, "metadata": {}, @@ -204,17 +239,17 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 157, + "execution_count": 100, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "ipywidgets.interact(app, disease_par=['septo_par', 'rust_par'], year=list(range(1993, 2016)), wheat_fraction=(0,1,0.05), \n", - "delta_companion=(-100,100,1), view=['All'])" + "ipywidgets.interact(app, crop=['pure crop', 'intercropping'], disease_par=['septo_par', 'rust_par'], year=list(range(1993, 2016)), wheat_fraction=(0,1,0.05), \n", + "delta_companion=(-100,100,1))" ] }, { diff --git a/src/epymix/rain.py b/src/epymix/rain.py index 9d9de97..0d494bc 100644 --- a/src/epymix/rain.py +++ b/src/epymix/rain.py @@ -26,7 +26,7 @@ def rain(year, n_season, delta_t): if not isinstance(years, list): years = [years] maxLa = 0 - _rain=[] + rain=[] for year in years: path = meteo_path(year) with open(path) as f: @@ -34,8 +34,8 @@ def rain(year, n_season, delta_t): a = np.array([int(v) for v in a]) A = -100 * np.ones((1000)) A[0:len(a)] = a - _rain = np.append(_rain,A) + rain = np.append(rain,A) maxLa = max(maxLa, len(a)) - _rain = _rain.reshape([len(A), len(years)], order='F') - _rain = np.ceil(_rain[0:maxLa]/int(delta_t)) - return _rain + rain = rain.reshape([len(A), len(years)], order='F') + rain = np.ceil(rain[0:maxLa]/int(delta_t)) + return rain From 5d249632a396eab787700e0d6a24a657b9e5c2f0 Mon Sep 17 00:00:00 2001 From: slevionnois2 Date: Fri, 23 Dec 2022 11:12:54 +0100 Subject: [PATCH 06/19] Advancing the app on ipywidget : adding intercropping management selection (species choice and fertilization). Almost done for the inputs! --- example/app_epymix.ipynb | 48 ++++++++++++++++++++-------------------- 1 file changed, 24 insertions(+), 24 deletions(-) diff --git a/example/app_epymix.ipynb b/example/app_epymix.ipynb index c1547fc..ec8167c 100644 --- a/example/app_epymix.ipynb +++ b/example/app_epymix.ipynb @@ -10,7 +10,7 @@ }, { "cell_type": "code", - "execution_count": 93, + "execution_count": 73, "id": "e05e4afa", "metadata": {}, "outputs": [], @@ -32,7 +32,7 @@ }, { "cell_type": "code", - "execution_count": 94, + "execution_count": 74, "id": "51d30dca", "metadata": {}, "outputs": [], @@ -41,7 +41,6 @@ "delta_t0 = 10 # constant, the model has been parameterise such as t = 10 degree-day\n", "delta_t = 10 # time step\n", "n_season = 1 # number of season\n", - "t = n_season*250*int(delta_t0/delta_t) # length of the experiment\n", "season = 250*int(delta_t0/delta_t) # 2500 dd %% length of a cropping season\n", "delta_companion = 0 # growth start lag of the companion crop (dd), negative: companion before, positive: companion after but for i" + "" ] }, - "execution_count": 100, + "execution_count": 80, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "ipywidgets.interact(app, crop=['pure crop', 'intercropping'], disease_par=['septo_par', 'rust_par'], year=list(range(1993, 2016)), wheat_fraction=(0,1,0.05), \n", + "ipywidgets.interact(app, crop=['pure crop', 'intercropping'], experiment=[('fababean_N0',1),('fababean_N1',2),('pea_N0',3),('pea_N1',4)], disease_par=['septo_par', 'rust_par'], year=list(range(1993, 2016)), wheat_fraction=(0,1,0.05), \n", "delta_companion=(-100,100,1))" ] }, From 7e57e6abfaf2f3a93bfac246fba9c2fe21bb8ce3 Mon Sep 17 00:00:00 2001 From: slevionnois2 Date: Fri, 23 Dec 2022 11:14:42 +0100 Subject: [PATCH 07/19] Advancing the app with ipywidget --- example/app_epymix.ipynb | 22 +++++++++++----------- 1 file changed, 11 insertions(+), 11 deletions(-) diff --git a/example/app_epymix.ipynb b/example/app_epymix.ipynb index ec8167c..c33dbc0 100644 --- a/example/app_epymix.ipynb +++ b/example/app_epymix.ipynb @@ -10,7 +10,7 @@ }, { "cell_type": "code", - "execution_count": 73, + "execution_count": 81, "id": "e05e4afa", "metadata": {}, "outputs": [], @@ -32,7 +32,7 @@ }, { "cell_type": "code", - "execution_count": 74, + "execution_count": 82, "id": "51d30dca", "metadata": {}, "outputs": [], @@ -53,7 +53,7 @@ }, { "cell_type": "code", - "execution_count": 75, + "execution_count": 83, "id": "6006cef7", "metadata": {}, "outputs": [], @@ -74,7 +74,7 @@ }, { "cell_type": "code", - "execution_count": 76, + "execution_count": 84, "id": "bceb8777", "metadata": {}, "outputs": [], @@ -84,7 +84,7 @@ }, { "cell_type": "code", - "execution_count": 77, + "execution_count": 85, "id": "cdb4ac11", "metadata": {}, "outputs": [], @@ -95,7 +95,7 @@ }, { "cell_type": "code", - "execution_count": 78, + "execution_count": 86, "id": "92d65c0e", "metadata": {}, "outputs": [], @@ -109,7 +109,7 @@ }, { "cell_type": "code", - "execution_count": 79, + "execution_count": 87, "id": "1ae20eb4", "metadata": {}, "outputs": [], @@ -218,14 +218,14 @@ }, { "cell_type": "code", - "execution_count": 80, + "execution_count": 88, "id": "533d9549", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "583c1176e0224e9bbcf87623a30ef778", + "model_id": "d972a7cb3c5e4d078e68afadcee1c5e7", "version_major": 2, "version_minor": 0 }, @@ -242,13 +242,13 @@ "" ] }, - "execution_count": 80, + "execution_count": 88, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "ipywidgets.interact(app, crop=['pure crop', 'intercropping'], experiment=[('fababean_N0',1),('fababean_N1',2),('pea_N0',3),('pea_N1',4)], disease_par=['septo_par', 'rust_par'], year=list(range(1993, 2016)), wheat_fraction=(0,1,0.05), \n", + "ipywidgets.interact(app, crop=['pure crop', 'intercropping'], experiment=[('fababean_N0',61),('fababean_N1',63),('pea_N0',13),('pea_N1',14)], disease_par=['septo_par', 'rust_par'], year=list(range(1993, 2016)), wheat_fraction=(0,1,0.05), \n", "delta_companion=(-100,100,1))" ] }, From 9b768bd56f8b4a86d7ceb89f7e841b1557f550c4 Mon Sep 17 00:00:00 2001 From: slevionnois2 Date: Fri, 23 Dec 2022 12:28:36 +0100 Subject: [PATCH 08/19] Modifying output_septo.py to adapt to modifications for ipywidgets Trying to develop a shiny app --- example/output_septo.py | 12 +++++++----- 1 file changed, 7 insertions(+), 5 deletions(-) diff --git a/example/output_septo.py b/example/output_septo.py index df7782d..35f7035 100644 --- a/example/output_septo.py +++ b/example/output_septo.py @@ -25,7 +25,7 @@ Ly=1 # Ly: number of patch along the y-axis scenario_rot='uniform' # scenario_rot: rotation scenario (chose: uniform, random, chessboard, alternate, alternate_rank, etc) wheat_fraction=0.5 # wheat_fraction: wheat fraction within each patch -arrangement = f_configuration(Lr, Lx, Ly, scenario_rot, wheat_fraction) +arrangement = configuration(Lr, Lx, Ly, scenario_rot, wheat_fraction) ## GROWTH PARAMETERS @@ -61,9 +61,10 @@ ### RAIN PARAMETER ### _rain, return rain -annees = np.arange(2000,2000+n_season,1) #1995: défavorable; 1997: moyenne, 2000: très favorable -annees = annees.tolist() -rain = _rain(annees, delta_t) +# annees = np.arange(2000,2000+n_season,1) #1995: défavorable; 1997: moyenne, 2000: très favorable +# annees = annees.tolist() +year=2000 +rain = rain(year, n_season, delta_t) ### INOCULUM PARAMETERS # inoculum(scenario_ino, Lx, Ly, frac_inf, inoc_init_abs, ng_ext0_abs) @@ -125,4 +126,5 @@ plt.plot(T, Sus, color='green') plt.plot(T, Poi, color='brown') plt.plot(T, Ifv, color='red') -plt.plot(T, Ifc, color='red',linestyle="--") \ No newline at end of file +plt.plot(T, Ifc, color='red',linestyle="--") +plt.show() \ No newline at end of file From dc6056b9150ee09c21b03c0dd19545874c8f67db Mon Sep 17 00:00:00 2001 From: slevionnois2 Date: Mon, 9 Jan 2023 09:42:25 +0100 Subject: [PATCH 09/19] Epymix app : translating into french --- example/app_epymix.ipynb | 44 +++++++++++++++++++++++++++------------- 1 file changed, 30 insertions(+), 14 deletions(-) diff --git a/example/app_epymix.ipynb b/example/app_epymix.ipynb index c33dbc0..c6d012a 100644 --- a/example/app_epymix.ipynb +++ b/example/app_epymix.ipynb @@ -10,7 +10,7 @@ }, { "cell_type": "code", - "execution_count": 81, + "execution_count": 1, "id": "e05e4afa", "metadata": {}, "outputs": [], @@ -32,7 +32,7 @@ }, { "cell_type": "code", - "execution_count": 82, + "execution_count": 2, "id": "51d30dca", "metadata": {}, "outputs": [], @@ -53,7 +53,7 @@ }, { "cell_type": "code", - "execution_count": 83, + "execution_count": 3, "id": "6006cef7", "metadata": {}, "outputs": [], @@ -74,7 +74,7 @@ }, { "cell_type": "code", - "execution_count": 84, + "execution_count": 4, "id": "bceb8777", "metadata": {}, "outputs": [], @@ -84,7 +84,7 @@ }, { "cell_type": "code", - "execution_count": 85, + "execution_count": 5, "id": "cdb4ac11", "metadata": {}, "outputs": [], @@ -95,7 +95,7 @@ }, { "cell_type": "code", - "execution_count": 86, + "execution_count": 6, "id": "92d65c0e", "metadata": {}, "outputs": [], @@ -109,7 +109,7 @@ }, { "cell_type": "code", - "execution_count": 87, + "execution_count": 7, "id": "1ae20eb4", "metadata": {}, "outputs": [], @@ -176,6 +176,17 @@ " C_Disp_ure=C_Disp_ure, kernel_ure=kernel_ure, C_Disp_asco=C_Disp_asco, kernel_asco=kernel_asco,\n", " C_Disp_pycnid=C_Disp_pycnid, kernel_pycnid=kernel_pycnid)\n", "\n", + " lai_comp_inc = np.array(data_lai_comp.iloc[:, experiment])*0\n", + " Nsp2, Pth2, Poi2, Sth2, Sus2, Lat2, Ifc2, Ifv2, Rem2, LAI2, LAI_wheat2, Poo2, Eps2, AUDPC2, Scont2 = \\\n", + " SEIR_practice(t=t , delta_t0=delta_t0, delta_t=delta_t, season=season,\n", + " disease=disease, rain=rain, arrangement=arrangement, inoc_init=inoc_init, ng_ext0=ng_ext0,\n", + " lai_wheat_inc=lai_wheat_inc, lai_comp_inc=lai_comp_inc, lai_wheat_mu=lai_wheat_mu,\n", + " nu=nu, ber_wheat=ber_wheat, ber_companion=ber_companion, h_wheat=h_wheat, h_companion=h_companion,\n", + " lambd=lambd, delta_ei=delta_ei,\n", + " s0=s0,pi_inf0=pi_inf0, rho=rho, psi=psi, gamma=gamma, theta=theta, sigma=sigma, sigma_asco=sigma_asco, inf_begin=inf_begin,\n", + " C_Disp_ure=C_Disp_ure, kernel_ure=kernel_ure, C_Disp_asco=C_Disp_asco, kernel_asco=kernel_asco,\n", + " C_Disp_pycnid=C_Disp_pycnid, kernel_pycnid=kernel_pycnid)\n", + "\n", " \n", " T = [*range(0,t)]\n", " Sth = np.mean(Sth, axis=(1,2))\n", @@ -205,27 +216,32 @@ " plt.plot(T, Sus, color='green')\n", " plt.plot(T, Poi, color='brown')\n", " plt.plot(T, Ifv, color='red')\n", - " plt.plot(T, Ifc, color='red',linestyle=\"--\")\n", " plt.ylim([0, 6])\n", - " plt.xlabel(\"Degree-day (dd.10)\")\n", + " plt.xlabel(\"Degrés-jour (joursx10 par °C)\")\n", + " plt.ylabel(\"Surface foliaire (m² par m² de sol\")\n", + " plt.plot(T, Sth, \"black\", label=\"Blé sans maladie\")\n", + " plt.plot(T, Sus, \"green\", label=\"Blé avec maladie\")\n", + " plt.plot(T, Poi, \"brown\", label=\"Compagne\")\n", + " plt.plot(T, Ifv, \"red\", label=\"Maladie cumulée\")\n", + " plt.legend(loc=\"upper left\")\n", " # plt.ylabel(\"LAI\")\n", "\n", " \n", - " #print(f'AUDPC: {\"{:.2f}\".format(AUDPC[-1])}')\n", - " #print(f'Disease reduction: {\"{:.2f}\".format(float(1-AUDPC[-1]/AUDPC2[-1]))}%')\n", + " print(f'AUDPC: {\"{:.2f}\".format(AUDPC[-1])}')\n", + " print(f'Réduction de la maladie: {\"{:.2f}\".format(float(1-AUDPC[-1]/AUDPC2[-1]))}%')\n", " " ] }, { "cell_type": "code", - "execution_count": 88, + "execution_count": 8, "id": "533d9549", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "d972a7cb3c5e4d078e68afadcee1c5e7", + "model_id": "5219427c73bf494ca097101a446bb8e1", "version_major": 2, "version_minor": 0 }, @@ -242,7 +258,7 @@ "" ] }, - "execution_count": 88, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } From af3d880f1a8de61c8048ab004aeaaa4d38e303d3 Mon Sep 17 00:00:00 2001 From: slevionnois2 Date: Mon, 9 Jan 2023 09:52:11 +0100 Subject: [PATCH 10/19] Add app_epymix2 (french translation) --- example/app_epymix2.ipynb | 311 ++++++++++++++++++++++++++++++++++++++ 1 file changed, 311 insertions(+) create mode 100644 example/app_epymix2.ipynb diff --git a/example/app_epymix2.ipynb b/example/app_epymix2.ipynb new file mode 100644 index 0000000..edd77bc --- /dev/null +++ b/example/app_epymix2.ipynb @@ -0,0 +1,311 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "b50cd883", + "metadata": {}, + "source": [ + "# Jupyter App" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "e05e4afa", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "import ipywidgets\n", + "\n", + "from epymix.rain import rain as _rain \n", + "from epymix.inoculum import inoculum \n", + "from epymix.configuration import configuration\n", + "from epymix.SEIR import SEIR \n", + "from epymix.dispersion_gradient import dispersion_kernel_rust, dispersion_kernel_septo\n", + "from epymix.growth_companion import growth_pois\n", + "from epymix.SEIR_practices_data import SEIR_practice\n", + "from epymix.app_parameter_generator import parameter_set" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "51d30dca", + "metadata": {}, + "outputs": [], + "source": [ + "#disease_par='septo_par'\n", + "delta_t0 = 10 # constant, the model has been parameterise such as t = 10 degree-day\n", + "delta_t = 10 # time step\n", + "n_season = 1 # number of season\n", + "season = 250*int(delta_t0/delta_t) # 2500 dd %% length of a cropping season\n", + "delta_companion = 0 # growth start lag of the companion crop (dd), negative: companion before, positive: companion after but for i" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ipywidgets.interact(app, Maladie=['septo_par', 'rust_par'], Type_mélange=['blé-blé', 'blé-compagne'], Pratiques=[('Feverolle_N0',61),('Feverolle_N1',63),('Pois_N0',13),('Pois_N1',14)], Année_météo=[1995, 1997, 2000], Fraction_blé=(0,1,0.05), \n", + "Date_semis=(-100,100,1))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0d0d90ec", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "epyland", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.2" + }, + "vscode": { + "interpreter": { + "hash": "cc495b77a574b98b57b7f5732d92c368da0bdafbfc1ca32d8caf81cd26f9b127" + } + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From df38cd345cd1449f1b9f7c9af472dab4a464beba Mon Sep 17 00:00:00 2001 From: slevionnois2 Date: Mon, 9 Jan 2023 10:23:09 +0100 Subject: [PATCH 11/19] completing the app --- src/epymix/app_practices_data_septo.py | 141 +++++++++++++++++++++++++ 1 file changed, 141 insertions(+) create mode 100644 src/epymix/app_practices_data_septo.py diff --git a/src/epymix/app_practices_data_septo.py b/src/epymix/app_practices_data_septo.py new file mode 100644 index 0000000..2310b4f --- /dev/null +++ b/src/epymix/app_practices_data_septo.py @@ -0,0 +1,141 @@ +import os +import numpy as np +import math +import pandas as pd +import matplotlib.pyplot as plt + +from epymix.rain import rain as rain +from epymix.inoculum import inoculum +from epymix.configuration import configuration +from epymix.SEIR_practices_data import SEIR +from epymix.dispersion_gradient import dispersion_kernel_rust, dispersion_kernel_septo +from epymix.growth_companion import growth_pois + +### CHECK METEO TIME_STEP EQUALIZATION !!!! +### CHECK METEO TIME_STEP EQUALIZATION !!!! +### CHECK METEO TIME_STEP EQUALIZATION !!!! + +### OPEN DATA +data_lai_wheat = pd.read_csv('spline_coordinate_inc_wheat_10.csv', sep=';') +data_lai_comp = pd.read_csv('spline_coordinate_inc_comp_10.csv', sep=';') +data_lai_wheat_mu = pd.read_csv('spline_coordinate_coef_wheat_10.csv', sep=';') + +### BE CAREFUL +### CHECK Lx, Ly, RDA, DELTA, BER, SCENARIO + +## MAIN INPUT PARAMETERS +experiment = 5 +data_lai_wheat.columns.values[experiment] + +disease = "septo" +delta_t0 = 10 # constant, the model has been parameterise such as t = 10 degree-day +delta_t = 10 # time step +n_season = 1 # number of season +t = 136 +#t = len(data_lai_wheat) - data_lai_wheat.iloc[:, experiment].isna().sum() +season = t # 250*int(delta_t0/delta_t) # 2500 dd %% length of a cropping season + + +### ROTATION SCENARIO (Lx,Ly,Lr) +### f_rotation(Lr, Lx, Ly, scenario, frac_ble=1, melange=1) +### f_configuration(Lr, Lx, Ly, scenario, resistant_fraction) +Lr=1; Lx=1; Ly=1; scenario_rot='uniform'; wheat_fraction=0.5 +arrangement = configuration(Lr, Lx, Ly, scenario_rot, wheat_fraction) + +## GROWTH PARAMETERS +lai_wheat_inc = np.array(data_lai_wheat.iloc[:, experiment]) +lai_comp_inc = np.array(data_lai_comp.iloc[:, experiment]) +lai_wheat_mu = np.array(data_lai_wheat_mu.iloc[:, experiment]) +# mu_wheat = 0.003 * delta_t / delta_t0 # 0.03 %% mortality rate of S and E tissues (LAI/10dd) +nu = 0.01 * delta_t / delta_t0 # nu = mu %% mortality of I infectious tissues (LAI/10dd) +# mu_companion = 0.03 * delta_t / delta_t0 # 0.03 %% mortality rate of the companion species (LAI/10dd) +# beta_wheat = 0.09 * delta_t / delta_t0 # 0.09 %% wheat growth parameter (LAI/10dd) +# beta_companion = 0.09 * delta_t / delta_t0 # beta_companion = beta_wheat %% growth parameter of the companion crop (LAI/10dd) +# end_wheat = 140 * int(delta_t0 / delta_t) # 1400 dj %% date of wheat growth end +# end_companion = 140 * int(delta_t0 / delta_t) # end_companion = end_wheat %% date of growth end for the companion crop +# LAI_K = 6 # 6 %% carrying capacity (Maximum canopy LAI) +ber_wheat = 1 # 1 # wheat spore interception coefficient (the Beer-Lambert law) +ber_companion = 1 # 1 # spore interception coefficient of the companion species (the Beer-Lambert law) +h_wheat = 1 # wheat height +h_companion = 1 # companion height + +## E-I TRANSITION PARAMETERS +delta_ei = 5*int(delta_t0/delta_t) +lambd = 20*int(delta_t0/delta_t) # 200 dd %% latent duration + +## EPIDEMIC PARAMETERS +s0 = 0.0001 # 0.0001 %% lesion size (µm²) +pi_inf0 = 0.0002 # 0.0002 %% spore probability infection +rho = 0.002*delta_t/delta_t0 # 0.01 %% spore mortality in P reservoir +psi = 0.3 # 0.3 %% pycnide emptying rate by rain (only for septoriose) +gamma = 0 # 0 %% virulence parameter +theta = 0.15 # 0.015 %% spore intercropping survival rate +sigma = 45000000 # 50000000 %% spore production rate (septo: pycnidiospores by rain) +sigma_asco = 0.2 * sigma # 0.2*sigma %% (parameter for septoriose only, ascospores by wind) +inf_begin = 0*int(delta_t0/delta_t) # 1000 dd %% date of epidemic start (generally between 80 et 130 dd for rust) + +### RAIN PARAMETER +### f_rain, return rain +year=2000 #1995: défavorable; 1997: moyenne, 2000: très favorable +rain = rain(year, n_season, delta_t) + +### INOCULUM PARAMETERS +### inoculum(scenario, frac_inf, inoc_init_abs, ng_ext0_abs, rotation) +### return inoc_init, ng_ext0 +# inoc_init_abs = 20000000 # 20000000 %% spores initially present in reservoir P +# ng_ext0_abs = int(20000*delta_t/delta_t0) # 20000 %% spores coming from a cloud external to the landscape +scenario_ino = 'initial_inoculum'; frac_inf = 1; inoc_init_abs = 20000000; ng_ext0_abs = int(20000*delta_t/delta_t0) +inoc_init, ng_ext0 = inoculum(scenario_ino, Lx, Ly, frac_inf, inoc_init_abs, ng_ext0_abs) + +### SPORE DISPERSION +### dispersion_kernel(disease, rda, alpha) +### return Disp, C_Disp +day_length = (24/(2*delta_t))*60*60 +alpha_asco = 3 # coefficient of dispersal (n m-1;Fitt et al 1987) +radius_asco = 5 +alpha_pycnid = 0.2 * 0.0001 # coefficient of dispersal (m² s-1; Yang et al 1991) +radius_pycnid = 5 +alpha_ure = 3 +radius_ure = 5 +kernel_asco, C_Disp_asco, kernel_pycnid, C_Disp_pycnid = dispersion_kernel_septo(day_length, alpha_asco, radius_asco, alpha_pycnid, radius_pycnid) +kernel_ure, C_Disp_ure = dispersion_kernel_rust(day_length, alpha_ure, radius_ure) + + +### SEIR FUNCTION +Nsp, Pth, Poi, Sth, Sus, Lat, Ifc, Ifv, Rem, LAI, LAI_wheat, Poo, Eps, AUDPC, Scont = \ + SEIR(t=t , delta_t0=delta_t0, delta_t=delta_t, season=season, + disease=disease, rain=rain, arrangement=arrangement, inoc_init=inoc_init, ng_ext0=ng_ext0, + lai_wheat_inc=lai_wheat_inc, lai_comp_inc=lai_comp_inc, lai_wheat_mu=lai_wheat_mu, + nu=nu, ber_wheat=ber_wheat, ber_companion=ber_companion, h_wheat=h_wheat, h_companion=h_companion, + lambd=lambd, delta_ei=delta_ei, + s0=s0,pi_inf0=pi_inf0, rho=rho, psi=psi, gamma=gamma, theta=theta, sigma=sigma, sigma_asco=sigma_asco, inf_begin=inf_begin, + C_Disp_ure=C_Disp_ure, kernel_ure=kernel_ure, C_Disp_asco=C_Disp_asco, kernel_asco=kernel_asco, + C_Disp_pycnid=C_Disp_pycnid, kernel_pycnid=kernel_pycnid) + + +### GENERATING CSV +# ## CSV file +T = [*range(0,t)] +Sth = np.mean(Sth, axis=(1,2)) +Pth = np.mean(Pth, axis=(1,2)) +Poi = np.mean(Poi, axis=(1,2)) +Lat = np.mean(Lat, axis=(1,2)) +Ifc = np.mean(Ifc, axis=(1,2)) +Ifv = np.mean(Ifv, axis=(1,2)) +Sus = np.mean(Sus, axis=(1,2)) +Rem = np.mean(Rem, axis=(1,2)) +Nsp = np.mean(Nsp, axis=(1,2)) +LAI = np.mean(LAI, axis=(1,2)) +LAI_wheat = np.mean(LAI_wheat, axis=(1,2)) +Poo = np.mean(Poo, axis=(1,2)) +AUDPC = np.mean(AUDPC, axis=(1,2)) +Eps = np.mean(Eps, axis=(1,2)) +Scont = np.mean(Scont, axis=(1,2)) + +plt.plot(T, Sth, color='black') +plt.plot(T, Sus, color='green') +plt.plot(T, Pth, color='brown') +plt.plot(T, Ifv, color='red') +plt.plot(T, Ifc, color='red',linestyle="--") +plt.show() + From 698825e7e1809c0213a3128ed9096ad1a9364408 Mon Sep 17 00:00:00 2001 From: slevionnois2 Date: Mon, 9 Jan 2023 10:23:54 +0100 Subject: [PATCH 12/19] completing the app with pratice files --- src/epymix/SEIR_practices_data.py | 258 ++++++++++++++++++++++++++++++ 1 file changed, 258 insertions(+) create mode 100644 src/epymix/SEIR_practices_data.py diff --git a/src/epymix/SEIR_practices_data.py b/src/epymix/SEIR_practices_data.py new file mode 100644 index 0000000..5f36f75 --- /dev/null +++ b/src/epymix/SEIR_practices_data.py @@ -0,0 +1,258 @@ +import os +import numpy as np +import math +from scipy import ndimage + + +def SEIR_practice(t, delta_t0, delta_t, season, + disease, rain, inoc_init, ng_ext0, arrangement, + lai_wheat_inc, lai_comp_inc, lai_wheat_mu, + nu, ber_wheat, ber_companion, h_wheat, h_companion, + lambd, delta_ei, + s0, pi_inf0, rho, psi, gamma, theta, sigma, sigma_asco, inf_begin, + C_Disp_asco, kernel_asco, C_Disp_pycnid, kernel_pycnid, C_Disp_ure, kernel_ure): + + ### arrangement parameters; for the 'arrangement' function + Lr = arrangement.shape[0] # arrangement period + Lx = arrangement.shape[1] # number of fileds along the x axis + Ly = arrangement.shape[2] # number of fileds along the y axis + + ### MAIN STATE VARIABLES + Pth = np.zeros((t,Lx,Ly)) # companion crop, alive and dead (total companion crop) + Poi = np.zeros((t,Lx,Ly)) # living companion crop + Sth = np.zeros((t,Lx,Ly)) # theoretical total surface S (without disease) + Sus = np.zeros((t,Lx,Ly)) # healthy surface S (non-infected) + Lat = np.zeros((t,Lx,Ly)) # latent surface E (infected but non-sporulent) + Ifc = np.zeros((t,Lx,Ly)) # sporulent, actively infectious surface I + Ifv = np.zeros((t,Lx,Ly)) # symptomatic surface I^{vid} (who went through state I, and eventually dead) + Rem = np.zeros((t,Lx,Ly)) # senescent R surface + LAI = np.zeros((t,Lx,Ly)) # total canopy surface + LAI_alive = np.zeros((t,Lx,Ly)) # total wheat surface alive (Sus+Lat+Ifc) + LAI_wheat = np.zeros((t,Lx,Ly)) # total wheat surface (Sus+Lat+Ifc+Rem) + Poo = np.zeros((t,Lx,Ly)) # spore reservoir P, in fields/plots + Eps = np.zeros((t,Lx,Ly)) # spore proportion intercepted by the canopy + F_wheat_d = np.zeros((t,Lx,Ly)) # Spore fraction intercepted by wheat dominant + F_comp_s = np.zeros((t,Lx,Ly)) # Spore fraction intercepted by companion under + F_comp_d = np.zeros((t,Lx,Ly)) # Spore fraction intercepted by companion dominant + F_wheat_s = np.zeros((t,Lx,Ly)) # Spore fraction intercepted by wheat under + F_wheat = np.zeros((t,Lx,Ly)) # Spore fraction intercepted by wheat + F_comp = np.zeros((t,Lx,Ly)) # Spore fraction intercepted by companion + AUDPC = np.zeros((t,Lx,Ly)) # epidemic severity (Ifv integral)(Area Under Disease Progression Curve) + Nsp = np.zeros((t,Lx,Ly)) # Number of spores available to infect the canopy + Scont = np.zeros((t,Lx,Ly)) # healthy canopy surface who just got infected + + ### initialisation of LAI_K_ble and LAI_K_pois + #LAI_K_ble = 0.0 + #LAI_K_pois = 0.0 + + ### staggering parameter, path E --> I + g_pre = np.concatenate([np.zeros((lambd-delta_ei-1)), np.arange( (1.0/(2*delta_ei+1)), 1+(1.0/(2*delta_ei+1)), (1.0/(2*delta_ei+1)) )]) + g = np.reshape(g_pre, (lambd+delta_ei, 1, 1)) * np.ones((lambd + delta_ei, 1, 1)) + + + ### MAIN FUNCTION + for i in range(0, t): + # Function initialisation + if np.mod(i, season) == 0: + ### ble = matrix (Lx, Ly), represents the wheat proportion in landscape fields + ### ex: [0 0 0 ; 1 1 1 ; 0.5 0.5 0.5] represents one landscape + ### 1st row of fields: cropped without wheat; 2nd: wheat only; 3rd: mix with 50% of wheat + #res_frac = arrangement[int((np.floor(i / season) % Lr)), :, :] # arrangement(:,:, year of arrangement) + #LAI_K_ble = res_frac * LAI_K + #LAI_K_pois = (1 - res_frac) * LAI_K # If we suppose that LAI of wheat and the companion species are equivalent + + ### Canopy initialisation + #sth0 = LAI_K_ble / 1000.0 + #pth0 = LAI_K_pois / 1000.0 + + ### INITIALISATION OF STATE VARIABLES + Eta = np.zeros((lambd + delta_ei, Lx, Ly)) + Nsp[i, :, :] = 0 * np.ones((Lx, Ly)) + Pth[i, :, :] = lai_comp_inc[i] * np.ones((Lx, Ly)) + Poi[i, :, :] = lai_comp_inc[i] * np.ones((Lx, Ly)) + Sth[i, :, :] = lai_wheat_inc[i] * np.ones((Lx, Ly)) + Sus[i, :, :] = lai_wheat_inc[i] * np.ones((Lx, Ly)) + Lat[i, :, :] = 0 * np.ones((Lx, Ly)) + Ifc[i, :, :] = 0 * np.ones((Lx, Ly)) + Ifv[i, :, :] = 0 * np.ones((Lx, Ly)) + Rem[i, :, :] = 0 * np.ones((Lx, Ly)) + LAI[i, :, :] = Sus[i, :, :] + Lat[i, :, :] + Ifc[i, :, :] + Rem[i, :, :] + Pth[i, :, :] + LAI_alive[i, :, :] = Sus[i, :, :] + Lat[i, :, :] + Ifc[i, :, :] + LAI_wheat[i, :, :] = Sus[i, :, :] + Lat[i, :, :] + Ifc[i, :, :] + Rem[i, :, :] + if i != 0 and theta != 0: # theta = 0.01 + if disease == 'rust': + Poo[i, :, :] = theta * (Poo[i - 1, :, :] + sigma * Ifc[i - 1, :, :]) + if disease == 'septo': + Poo[i, :, :] = theta * (Poo[i - 1, :, :] + (sigma + sigma_asco) * Ifc[i - 1, :, :]) + else: + Poo[i, :, :] = inoc_init * np.ones((Lx, Ly)) + if h_wheat == 0: + Eps[i, :, :] = 1 - np.exp(-ber_wheat*LAI_alive[i, :, :] - ber_companion*Poi[i, :, :]) + else: + DomFac_wheat = h_wheat / (h_wheat + h_companion) # wheat dominance factor + DomFac_comp = h_companion / (h_wheat + h_companion) # wheat dominance factor + F_wheat_d[i,:,:] = 1 - np.exp(-ber_wheat * LAI_alive[i,:,:]) # wheat dominant + F_comp_s[i,:,:] = np.exp(-ber_wheat * LAI_alive[i,:,:]) * (1 - np.exp(-ber_companion * Poi[i,:,:])) # companion under + F_comp_d[i,:,:] = 1 - np.exp(-ber_companion * Poi[i,:,:]) # companion dominant + F_wheat_s[i,:,:] = np.exp(-ber_companion * Poi[i,:,:]) * (1 - np.exp(-ber_wheat * LAI_alive[i,:,:])) # wheat under + F_wheat[i,:,:] = F_wheat_s[i,:,:] + DomFac_wheat * (F_wheat_d[i,:,:] - F_wheat_s[i,:,:]) + F_comp[i,:,:] = F_comp_s[i,:,:] + DomFac_comp * (F_comp_d[i,:,:] - F_comp_s[i,:,:]) + Eps[i,:,:] = F_wheat[i,:,:] + F_comp[i,:,:] + AUDPC[i, :, :] = 0 * np.ones((Lx, Ly)) + Scont[i, :, :] = 0 * np.ones((Lx, Ly)) + + # Main function after initialisation + else: + pluie = np.mod(i, season) in rain[:, np.mod(int(np.floor(i/season)), rain.shape[1])] #pour les évènement de dispersion de la septo + + pth = Pth[i-1, :, :] + poi = Poi[i-1, :, :] + sth = Sth[i-1, :, :] + sus = Sus[i-1, :, :] + lat = Lat[i-1, :, :] + ifc = Ifc[i-1, :, :] + ifv = Ifv[i-1, :, :] + rem = Rem[i-1, :, :] + poo = Poo[i-1, :, :] + lai = LAI[i-1, :, :] + lai_alive = LAI_alive[i-1, :, :] + lai_wheat = LAI_wheat[i-1, :, :] + eta = Eta + nsp = Nsp[i-1, :, :] + audpc = AUDPC[i-1, :, :] + + ### SPORE POOL: production and dispersion at the field-level + # (for septoriose, this takes also into account ascospores coming from the fields) + ng_field_asco = 0 + ng_field_pycnid = 0 + ng_field_ure = 0 + if disease == "septo": + #ascospores + if ((i % season) % (2*int(delta_t0/delta_t))) == 0: # ascospore dispersion every 20 dd (explaining the 2 modulus) + ng_field_asco = ndimage.convolve(ifc * sigma_asco, kernel_asco, mode='mirror') + #pycnidiospores + if pluie == 1: # pycnidiospore dispersion during rain events + ng_field_pycnid = ndimage.convolve(ifc * sigma, kernel_pycnid, mode='mirror') + elif disease == "rust": + #urediospores + if ((i % season) % (2*int(delta_t0/delta_t))) == 0: # urediospore dispersion every 20 dd (explaining the 2 modulus) + ng_field_ure = ndimage.convolve(ifc * sigma, kernel_ure, mode='mirror') + + ### SPORE POOL: Soil inoculum (Poo remobilisation) + if disease == "septo": + inoc = max(0,(1-np.mod(i,season)/(70*int(delta_t0/delta_t)))) * poo * (np.mod(i,season) >= inf_begin) * pluie + #spores_parcelle = sigma * ifc * pluie + elif disease == "rust": + inoc = poo * (np.mod(i, season) >= inf_begin) + #spores_parcelle = (1 - alpha) * sigma * ifc * (np.mod(np.mod(i, season), 2*int(delta_t0/delta_t)) == 0) + + ### SPORE POOL: External cloud infecting the field + if ((i % season) % (2 * int(delta_t0 / delta_t))) == 0: + #if isinstance(ng_ext0, int) == 1: + if disease == 'rust': + ng_ext = ng_ext0 * (np.mod(i, season) >= inf_begin and #i < season and + np.mod(i, season) < (20*int(delta_t0/delta_t) + inf_begin)) + if disease == 'septo': + ng_ext = ng_ext0 * (np.mod(i, season) >= inf_begin and + np.mod(i, season) < (20 * int(delta_t0 / delta_t) + inf_begin)) + # else: + # ng_ext = ng_ext0[np.mod(int(np.floor(i / season)), ng_ext0.shape[0]), :, :] * ( + # np.mod(i, season) >= inf_begin and + # np.mod(i, season) < (20*int(delta_t0/delta_t) + inf_begin)) + else: + ng_ext = 0 + + ### TOTAL SPORE POOL + if disease == 'septo': + nsp = inoc + ng_ext + ng_field_asco + ng_field_pycnid # + spores_parcelle + if disease == 'rust': + nsp = inoc + ng_ext + ng_field_ure # + spores_parcelle + + ### SPORE INTERCEPTION by healthy canopy (Poisson Law) + eps = Eps[i - 1, :, :] + if h_wheat == 0: #without ERIN + if ber_companion == 0: + fac_int_wheat = 1 + else: + fac_int_wheat = (ber_wheat * lai_alive) / (ber_wheat * lai_alive + ber_companion * poi) + fac_int_comp = 1 - fac_int_wheat + if 0 in lai_alive: + ex = np.zeros((Lx,Ly)) + for j in range(0,Lx): + for k in range (0, Ly): + if lai_alive[j,k]==0: + ex[j,k] = 1 + else: + ex[j,k] = np.exp(-(fac_int_wheat[j,k] * eps[j,k] * pi_inf0 * nsp[j,k] * s0/lai_alive[j,k])) + else: + ex = np.exp(-(fac_int_wheat * eps * pi_inf0 * nsp * s0 / lai_alive)) + else: # with ERIN + f_wheat = F_wheat[i - 1, :, :] + if 0 in lai_alive: + ex = np.zeros((Lx,Ly)) + for j in range(0,Lx): + for k in range (0, Ly): + if lai_alive[j,k]==0: + ex[j,k] = 1 + else: + ex[j,k] = np.exp(-(f_wheat[j,k] * pi_inf0 * nsp[j,k] * s0/lai_alive[j,k])) + else: + ex = np.exp(-(f_wheat * pi_inf0 * nsp * s0 / lai_alive)) + ### Healthy surface contaminated + Sc = (1 - ex) * sus + + + ### Crop growth + #crS = beta_wheat * (sth) * (1 - sth / (LAI_K_ble + (LAI_K_ble == 0))) * (np.mod(i, season) < end_wheat) + #crP = beta_companion * (pth) * (1 - pth / (LAI_K_pois + (LAI_K_pois == 0))) * (np.mod(i, season) < end_companion) + + ### COMPUTING STATE VARIABLES + # Pth[i,:,:] = pth + crP + # Poi[i,:,:] = poi + crP - mu * poi * (np.mod(i,season) >= end_companion) + # Sth[i,:,:] = sth + crS - mu_wheat * sth * (np.mod(i, season) >= end_wheat) + # Sus[i,:,:] = np.maximum(0, sus + crS * pow(((sus+lat)/(sth+(sth==0))),gamma) - Sc - mu_wheat*sus*(np.mod(i,season)>=end_wheat)) + + Pth[i,:,:] = pth + lai_comp_inc[i] + Poi[i,:,:] = poi + lai_comp_inc[i] + Sth[i,:,:] = sth + lai_wheat_inc[i] + Sus[i,:,:] = np.maximum(0, sus + lai_wheat_inc[i] * pow(((sus+lat)/(sth+(sth==0))),gamma) - Sc) + + Eta[1:lambd+delta_ei,:,:] = eta[0:-1,:,:] * (1 - g[0:-1,:,:]) + Eta[0,:,:] = Sc + Eta = (1 - lai_wheat_mu[i] * (lai_wheat_mu[i] > 0)) * Eta + Lat[i,:,:] = Eta.sum(axis=0) + + if disease == "septo": + Ifc[i, :, :] = ifc * (1 - psi * pluie) - nu * ifc + np.sum((eta * g), axis=0) + Rem[i,:,:] = rem + ifc * psi * pluie + np.sum((lai_wheat_mu[i] * (lai_wheat_mu[i] > 0) * Eta), axis=0) +\ + lai_wheat_mu[i] * (lai_wheat_mu[i] > 0) * sus + nu * ifc + elif disease == "rust": + Ifc[i,:,:] = ifc - nu * ifc + np.sum((eta * g), axis=0) + Rem[i,:,:] = rem + np.sum(lai_wheat_mu[i] * (lai_wheat_mu[i] > 0) * Eta, axis=0) +\ + lai_wheat_mu[i] * (lai_wheat_mu[i] > 0) * sus + nu * ifc + + Ifv[i,:,:] = ifv + np.sum((eta * g), axis=0) + LAI[i,:,:] = Sus[i,:,:] + Lat[i,:,:] + Ifc[i,:,:] + Rem[i,:,:] + Pth[i,:,:] + LAI_alive[i, :, :] = Sus[i, :, :] + Lat[i, :, :] + Ifc[i, :, :] + LAI_wheat[i, :, :] = Sus[i, :, :] + Lat[i, :, :] + Ifc[i, :, :] + Rem[i, :, :] + Poo[i, :, :] = poo - inoc + (1 - eps) * nsp + (1 - pi_inf0) * eps * nsp - rho * poo + AUDPC[i,:,:] = audpc + Ifv[i,:,:] + Nsp[i,:,:] = nsp + # if ber_companion == 0: + # Eps[i,:,:] = 1 - np.exp(-ber_wheat*LAI[i,:,:]) + # else: + if h_wheat == 0: + Eps[i,:,:] = 1 - np.exp((-ber_wheat*LAI_alive[i,:,:]) -(ber_companion*Poi[i,:,:])) + else: + DomFac_wheat = h_wheat / (h_wheat + h_companion) # wheat dominance factor + DomFac_comp = h_companion / (h_wheat + h_companion) # wheat dominance factor + F_wheat_d[i,:,:] = 1 - np.exp(-ber_wheat * LAI_alive[i,:,:]) # wheat dominant + F_comp_s[i,:,:] = np.exp(-ber_wheat * LAI_alive[i,:,:]) * (1 - np.exp(-ber_companion * Poi[i,:,:])) # companion under + F_comp_d[i,:,:] = 1 - np.exp(-ber_companion * Poi[i,:,:]) # companion dominant + F_wheat_s[i,:,:] = np.exp(-ber_companion * Poi[i,:,:]) * (1 - np.exp(-ber_wheat * LAI_alive[i,:,:])) # wheat under + F_wheat[i,:,:] = F_wheat_s[i,:,:] + DomFac_wheat * (F_wheat_d[i,:,:] - F_wheat_s[i,:,:]) + F_comp[i,:,:] = F_comp_s[i,:,:] + DomFac_comp * (F_comp_d[i,:,:] - F_comp_s[i,:,:]) + Eps[i,:,:] = F_wheat[i,:,:] + F_comp[i,:,:] + Scont[i,:,:] = Sc + + return Nsp, Pth, Poi, Sth, Sus, Lat, Ifc, Ifv, Rem, LAI, LAI_wheat, Poo, Eps, AUDPC, Scont From 60a1a87a5869c7f553ee56c1898cff614ad5f360 Mon Sep 17 00:00:00 2001 From: slevionnois2 Date: Mon, 9 Jan 2023 10:25:57 +0100 Subject: [PATCH 13/19] adding practices data for the app --- example/spline_coordinate_coef_wheat_10.csv | 251 ++++++++++++++++++++ example/spline_coordinate_inc_comp_10.csv | 251 ++++++++++++++++++++ example/spline_coordinate_inc_wheat_10.csv | 251 ++++++++++++++++++++ 3 files changed, 753 insertions(+) create mode 100644 example/spline_coordinate_coef_wheat_10.csv create mode 100644 example/spline_coordinate_inc_comp_10.csv create mode 100644 example/spline_coordinate_inc_wheat_10.csv diff --git a/example/spline_coordinate_coef_wheat_10.csv b/example/spline_coordinate_coef_wheat_10.csv new file mode 100644 index 0000000..972e481 --- /dev/null +++ b/example/spline_coordinate_coef_wheat_10.csv @@ -0,0 +1,251 @@ +;Auzeville_PP_2011_M13;Auzeville_PP_2011_M14;Auzeville_PP_2011_M15;Auzeville_PP_2011_M16;Auzeville_SGs_2007_M36;Auzeville_SGs_2007_M37;Auzeville_SGs_2007_M38;Auzeville_SGs_2007_M39;Auzeville_SGs_2007_M40;Auzeville_SGs_2007_M42;Auzeville_SGs_2007_M44;Auzeville_SGs_2007_M45;Auzeville_SGs_2007_M47;Auzeville_SGs_2007_M50;Auzeville_TE_2006_M10;Auzeville_TE_2006_M8;Auzeville_TE_2006_M9;Auzeville_TO_2013_M36;Auzeville_TO_2013_M37;Auzeville_TO_2013_M39;Auzeville_TO_2013_M40;Auzeville_TO_2013_M45;Auzeville_TO_2013_M47;Auzeville_TO_2013_M48;Auzeville_TO_2013_M51;Auzeville_TO_2013_M53;Auzeville_TO_2013_M57;Auzeville_TO_2013_M58;Auzeville_TO_2013_M63;Auzeville_TO_2013_M64;Auzeville_ZN_2012_M23;Auzeville_ZN_2012_M24;Auzeville_ZN_2012_M25;Auzeville_ZN_2012_M26;Auzeville_ZN_2012_M27;Auzeville_ZN_2012_M28;Auzeville_ZN_2012_M29;Auzeville_ZN_2012_M30;Auzeville_ZN_2012_M31;Auzeville_ZN_2012_M32;Auzeville_ZN_2012_M33;Auzeville_ZN_2012_M34;Auzeville_ZN_2012_M35;Auzeville_ZN_2012_M36;Auzeville_ZN_2012_M37;Auzeville_ZN_2012_M38;Auzeville_ZN_2012_M39;Auzeville_ZN_2012_M40;Auzeville_cochard_2010_M21;Auzeville_cochard_2010_M22;Auzeville_cochard_2010_M23;Auzeville_cochard_2010_M24;Auzeville_cochard_2010_M25;Auzeville_cochard_2010_M26;Auzeville_cochard_2010_M27;Auzeville_cochard_2010_M28;Auzeville_cochard_2010_M29;Auzeville_cochard_2010_M30;Auzeville_cochard_2010_M31;Auzeville_cochard_2010_M32;Auzeville_cochard_2010_M33;Auzeville_cochard_2010_M34;Auzeville_cochard_2010_M35;Auzeville_cochard_2010_M36;Auzeville_cochard_2010_M37;Auzeville_cochard_2010_M38;Auzeville_cochard_2010_M39;Auzeville_cochard_2010_M40 +0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0 +1;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0;1.0 +2;-0.9956250787793859;-0.9752056553294306;-0.9779320924441519;-0.9897747833325661;-0.9617334284992607;-0.9698589810550597;-0.9553122790948048;-0.9526286483955126;-0.9512818328998558;-0.9701798957185217;-0.9314431622720512;-0.9218273231617884;-0.9850938626721164;-0.9899444445151959;-0.9492084479062517;-0.9804072525759544;-0.9666119050950734;-1.0209121178192078;-0.944901250844904;-0.9764109119212709;-0.9787952524374801;-0.9719420883290193;-0.9979283439142039;-0.9987852270632751;-0.9715601652554877;-0.9876593819001587;-0.9706571664755275;-1.013968127707288;-0.9618876234017173;-0.9741936516465706;-0.9993522708265448;-0.9536126661154027;-0.984597015155888;-0.8752796696586904;-0.9708403257361555;-0.9978511299998201;-0.9744617733340275;-0.9726303234134726;-1.0028668236497529;-0.9735362294944312;-0.9680738044659367;-0.950432199742161;-0.9956409041072376;-0.9713683543230853;-0.999754913426079;-0.8991099492425993;-0.9313808169931994;-0.9429176693026953;-0.9561604512025688;-0.9869462888940397;-0.9973170571746452;-0.9313412129595819;-0.9712825646693684;-0.9919065388325576;-0.9965706286379199;-0.9646240708687268;-0.9472477598195685;-0.9987651951422862;-0.997417796637466;-0.942917902801685;-0.9281333526581663;-0.9924986635273174;-0.9944721551286491;-0.954407167189067;-0.9753099153715059;-0.9979457765817841;-1.0045583977224575;-0.9536553504189436 +3;-0.49742469724690697;-0.48525391651773875;-0.4868935149111573;-0.4939632189947494;-0.4777285935401432;-0.482530100034702;-0.47390600723611476;-0.4723009585992588;-0.47149377943568904;-0.4827189199434261;-0.4594735262303391;-0.45355796307198815;-0.49142664344967657;-0.49423058627483907;-0.46891200542242917;-0.48819667955943413;-0.4797448874771224;-0.5122185011238325;-0.4665492022627855;-0.48590716590011485;-0.48734690302330685;-0.4831993796310545;-0.49877565557963477;-0.49924286193817613;-0.4829673924676521;-0.49266905218531054;-0.48241853672623347;-0.508189407863666;-0.47706201008678684;-0.48456519714681634;-0.4996096288948013;-0.4713894352126158;-0.49064802023674225;-0.4198652009693271;-0.482172115178487;-0.49870395436945514;-0.4844148409323401;-0.4832816709373444;-0.5017247375746468;-0.4838424433648467;-0.4804532802434356;-0.46937799068285746;-0.4973129759167976;-0.48249963059344303;-0.4998523218160822;-0.4359892128057661;-0.4571906192570492;-0.46459938560913083;-0.4736098025264377;-0.4919403830757796;-0.4983520892460389;-0.45813821295946133;-0.48284549952304356;-0.4950153670740063;-0.4978928331583423;-0.478796401086903;-0.4680992726541571;-0.49924210994022733;-0.4984140450939074;-0.46540396783547155;-0.4561094607592622;-0.4953814184576717;-0.49659986311674964;-0.47252975456795476;-0.48528132507092203;-0.49873865635678016;-0.5027897460677737;-0.4720660309097995 +4;-0.3314805412903754;-0.32263737955231897;-0.32383713273162695;-0.3289801302180835;-0.3174420684667636;-0.32090840692616296;-0.31466630921698946;-0.3134965161240306;-0.31290726369595667;-0.3210442628566248;-0.3040552686665401;-0.2996452185263381;-0.3272721352273553;-0.32926211551286344;-0.3102546281943961;-0.32468451499898077;-0.31840671621115346;-0.3420690169083207;-0.30867260911750716;-0.3230791414462031;-0.3241356328875944;-0.3210865872201172;-0.33245012921474193;-0.332762628192099;-0.32091553844168885;-0.3280233762145872;-0.32051064291171727;-0.3392040388200066;-0.31654328578235713;-0.3220925477239387;-0.3330470908252938;-0.31195197489201765;-0.32643469020829774;-0.27127290724722375;-0.320107076550451;-0.33238242385279504;-0.3217883961401662;-0.3209395204389327;-0.33459622835346203;-0.3213597660857419;-0.31881505688940637;-0.31041744003303906;-0.33133142653965253;-0.3203529245374468;-0.3332250647352055;-0.2843169528669751;-0.30102905020174453;-0.3067549273321186;-0.31397912749767354;-0.32730796743494817;-0.3321066267434536;-0.30230671591011227;-0.32083081888085085;-0.3296144871880098;-0.3317642751743022;-0.3178374480199051;-0.3098499637213792;-0.3327694939856425;-0.3321527955496262;-0.30781900122807593;-0.3007577440784255;-0.3298884275845806;-0.3307993049031428;-0.3131722584278689;-0.3226236856060929;-0.3323946298601852;-0.33540389227689116;-0.3128254620769646 +5;-0.24856316180114724;-0.2416498824848745;-0.2425932193472995;-0.2466177487925636;-0.23776725802665277;-0.2404606853597373;-0.23560017867750838;-0.23468415716620838;-0.234222116783678;-0.24056596058472235;-0.22723086165589002;-0.22371225748604018;-0.24536880478793588;-0.2468939542405142;-0.23162648223411852;-0.24318942555002554;-0.2381899916359318;-0.2567388084998805;-0.23049135628150275;-0.241976351083677;-0.2428087668491523;-0.24040278562103712;-0.24931377134556953;-0.24953924632431268;-0.24026748343422755;-0.2458605476023541;-0.2399470653360145;-0.25453841212229933;-0.23679704020386083;-0.2411978078810828;-0.24977434553552613;-0.23287335738499304;-0.2445344614393563;-0.19869846026495463;-0.2394711043829607;-0.24924999257774694;-0.24082122546240292;-0.24013999699171928;-0.2509944264837787;-0.24047735635140466;-0.23843125709553115;-0.23162268841919986;-0.2484037404854067;-0.23966873810359535;-0.24991465966556148;-0.20989269075779204;-0.2239067716617149;-0.2286258144821829;-0.23473340061651693;-0.2451728086429259;-0.24902077285619728;-0.22530701769539285;-0.24018913602954206;-0.24702583710094017;-0.2487471661206071;-0.23781260419686379;-0.2314179664208036;-0.24955013528961034;-0.2490576601115715;-0.229779568606578;-0.22404339827393382;-0.2472454899854284;-0.24797520557322583;-0.23408717805665047;-0.24160740251813517;-0.24925083544454063;-0.2516487544695991;-0.23380918450048127 +6;-0.19884094737446656;-0.19322670519815888;-0.19399646642544255;-0.19726738426194368;-0.19019989337399856;-0.19237428851099758;-0.18844353701401473;-0.18769927416906063;-0.18732344964589642;-0.1924590851716863;-0.1816022217729163;-0.17869808201545978;-0.1963124178470148;-0.19752984019019681;-0.18483801174009318;-0.19443215175968342;-0.19030596308368697;-0.20541118888129795;-0.1840004603673393;-0.1934804811953721;-0.1941607660859821;-0.19219200222596666;-0.19944568954112807;-0.19961447040009572;-0.19208106032575722;-0.19664702923305222;-0.19181823482978522;-0.20365068957264532;-0.18922714772035287;-0.19284339700095976;-0.1998151883288286;-0.18578097621975487;-0.19550486442216286;-0.156193987516565;-0.19130513468946764;-0.19938548392943778;-0.1924283240632978;-0.19186190378732104;-0.20081364404255808;-0.19214248533780576;-0.19043839841888022;-0.18472714508584387;-0.19868204070433393;-0.19146970243946648;-0.19993011385956994;-0.1660694461276595;-0.17817798457358291;-0.1821932090799634;-0.1874915988053587;-0.1959904838290929;-0.19918914813438882;-0.17961258529359103;-0.19199702324002188;-0.19753329791329177;-0.19896236009425117;-0.1900393325804468;-0.18473415899782286;-0.1996276459611097;-0.1992197157656248;-0.18336601638275152;-0.1785471662279463;-0.1977158750742649;-0.19832195910430683;-0.18695529961534696;-0.19316176207320535;-0.19937976630990484;-0.20136239076273665;-0.18672442029060776 +7;-0.16570857202552114;-0.16104138791638567;-0.16168389590845567;-0.16440486616893502;-0.15862342098100735;-0.1604194248493802;-0.15716791069578417;-0.15654983415575496;-0.15623743454638372;-0.1604893324002361;-0.15145719726988416;-0.149012958284779;-0.16365561759900427;-0.1646517387993458;-0.15387724044890572;-0.1620077915970255;-0.15852711120905227;-0.17112209812202472;-0.153254848684919;-0.16124500549801524;-0.16181349969117398;-0.1601664832376466;-0.16620799204971237;-0.16633677446675543;-0.16007351022637972;-0.1638856993243698;-0.15985318462655496;-0.16967694537955702;-0.15767587386079995;-0.16071202491037329;-0.16651166550760066;-0.1546000744531788;-0.1628830146367506;-0.12854071292435343;-0.15932221433053773;-0.16615108870249062;-0.16027698307760074;-0.1597957215997432;-0.16734850086186182;-0.16003417610243265;-0.15858421247248788;-0.153694241516795;-0.16555500471447981;-0.15946221793359672;-0.16660805892123243;-0.13738573717317903;-0.14802851109058102;-0.1515095578254979;-0.15617499978993177;-0.16326153050023362;-0.16597987729335095;-0.1494520863947595;-0.15997938857384608;-0.16457448642212658;-0.16578762211264575;-0.1583298505085846;-0.15383233638909144;-0.16635139911702956;-0.166005784848956;-0.15266593798682715;-0.1485360973861467;-0.16472963816129194;-0.16524434150165446;-0.15572022392086904;-0.1609582216824208;-0.16614141390981496;-0.1678185196792772;-0.15552431418302914 +8;-0.14205210904635268;-0.1381115332108418;-0.1386558920517924;-0.1409545495103659;-0.1361517167291959;-0.13765705598943145;-0.1349283373428125;-0.13440790270818126;-0.13414464335259546;-0.1377155555053009;-0.13009851561274433;-0.12801663281834208;-0.14035777318608478;-0.14118605025901587;-0.13191177106013097;-0.13889791025576548;-0.1359191554360648;-0.14658794487270121;-0.13145264855384076;-0.13827864905302834;-0.13876073714799997;-0.1373627544487439;-0.14247144869378148;-0.14257048581536536;-0.13728372088440066;-0.14051399436355583;-0.13709637812590647;-0.14538094509265287;-0.1352411780176972;-0.1378262479661665;-0.14272502133690623;-0.13246556934507203;-0.13962192875883206;-0.10926534358638906;-0.1365579734398088;-0.14241753318024664;-0.1373813670225601;-0.1369664960817225;-0.14343791518358429;-0.13717209856140644;-0.13592058982803268;-0.13167670651467112;-0.1419061081316222;-0.13667879755292178;-0.14280719029817068;-0.11725912780004122;-0.12671434315564367;-0.12976902376294808;-0.13391724048058373;-0.1399207802577882;-0.1422662818173701;-0.12810288156920024;-0.13717763184448506;-0.1410550194544209;-0.14210075548160028;-0.13576659454009876;-0.13189886321927924;-0.14258599714816245;-0.1422885833261618;-0.1308908655943848;-0.12730541300889908;-0.14118888337817204;-0.1416327108861204;-0.133526057595464;-0.13801304333539055;-0.14240531814629853;-0.14384654928789287;-0.13335744774452585 +9;-0.12431586636616121;-0.12095312354233556;-0.12141904496919387;-0.12338158321006398;-0.11935187068016417;-0.12062564761157457;-0.11831419135614762;-0.11787207626482066;-0.11764827992310356;-0.1206750802564096;-0.11419555601267528;-0.11240934932263857;-0.122902491061885;-0.12359861169358655;-0.11553814577393551;-0.12159839042747511;-0.1190235353257787;-0.12816087995257308;-0.11520841905536483;-0.12109260593687665;-0.12150551122952069;-0.12030718400118912;-0.12467204754774563;-0.1247480755173982;-0.12023934977675421;-0.12300422138345035;-0.12007851649290968;-0.1271405162927286;-0.1184829663210738;-0.1207048091374987;-0.12488606015179116;-0.11595725428259396;-0.12220239691880064;-0.09515700325919174;-0.11953820213126476;-0.12462078439482305;-0.12025557633814854;-0.11989425366601147;-0.1255005380805816;-0.12007335155350085;-0.11898217326364136;-0.11526400360452249;-0.12417825083179701;-0.11964353411353934;-0.12495692467262942;-0.10242141329510668;-0.11088082980361058;-0.11358353513207331;-0.11729746472760194;-0.12243996367258836;-0.12448592187038598;-0.11222234773457007;-0.1201206170567719;-0.12343039973373493;-0.12434181045024584;-0.11890079822630573;-0.11554161384240902;-0.1247641559238879;-0.12450533493616245;-0.11466237782053867;-0.11152218724936303;-0.12354716199218307;-0.12393409283075596;-0.11695765074995768;-0.12084139107806813;-0.12460693814817692;-0.12585964294664143;-0.1168111098694502 +10;-0.11052511052507574;-0.107634325510235;-0.10803588991475288;-0.10972368930951837;-0.10632199612672277;-0.107406261909756;-0.10543687617032704;-0.10505926159700718;-0.10486800120806072;-0.10744829034390913;-0.10190750589189235;-0.10036873329856388;-0.10933823161858425;-0.10992734808559601;-0.1028736494829976;-0.10816568087843725;-0.10592422445420957;-0.11381120586815996;-0.10264976906364276;-0.10775228138492055;-0.10810832438572615;-0.10707429751413611;-0.11083009764714724;-0.11088778052368675;-0.10701569774647157;-0.10939844313575775;-0.10687673076595594;-0.11294124366839475;-0.10549594065043366;-0.10741765018741822;-0.11101200185291549;-0.10318244919420838;-0.10867182898198147;-0.08444785033751812;-0.1063375351341016;-0.11078117699920598;-0.10696717090040009;-0.1066501406186855;-0.1115462606622093;-0.10680730953066453;-0.10584895599269162;-0.10256930200328762;-0.11039600357999002;-0.106430035027548;-0.11107364489643445;-0.09107117676978538;-0.09867487799671815;-0.10107983950120802;-0.10442168635360272;-0.10886080200178849;-0.11066005117475552;-0.09996346456447602;-0.1068841905996647;-0.10973262608644685;-0.11053353160898505;-0.10582172400799728;-0.10288385331774585;-0.11090422913756104;-0.11067709198574915;-0.10211196863913896;-0.09934521516036177;-0.1098353039218305;-0.11017540882011523;-0.10412444317247771;-0.10751090049505985;-0.11076626980184212;-0.11186445450904614;-0.10399620464027737 +11;-0.09949536775340562;-0.09699816563893049;-0.09734583592116519;-0.09880436406470094;-0.09592486894302565;-0.09685057396993013;-0.0951678407536507;-0.09484450430712932;-0.0946806512653231;-0.0968864197594077;-0.09213713621316089;-0.09080969105977865;-0.09849553160748314;-0.09899598998491022;-0.09279356342637879;-0.09743553422386064;-0.09547483649433297;-0.102319410707989;-0.09265804211423023;-0.09709894764912708;-0.09740729860713859;-0.09651123145199159;-0.09975795856281233;-0.09980066427183787;-0.09646039993593614;-0.09852294775541504;-0.09633983353344822;-0.10157333261134638;-0.0951402265707697;-0.09680895963242886;-0.09991323729877033;-0.09300979361028294;-0.09786008477058838;-0.07608658654468159;-0.09580343748939746;-0.09971110748253631;-0.0963590370808387;-0.09607936405273376;-0.10038075761359533;-0.09621803299581355;-0.09537187234675315;-0.09246503229088976;-0.09937456576171111;-0.09588510034310271;-0.09996720296662676;-0.08213593135755737;-0.08899076839738496;-0.09113916645087183;-0.09415734282347965;-0.09800959109402863;-0.09960168169601014;-0.09022399897307998;-0.0963163481172904;-0.09878168144559174;-0.09948989772941896;-0.09538600770210448;-0.09280415497818506;-0.09981734852152235;-0.09961673583580621;-0.09212352606733365;-0.08967601927756852;-0.0988725334391245;-0.09917334699261104;-0.09389608299923768;-0.09686428477206688;-0.09969550948847883;-0.10066453567781686;-0.09378332520121746 +12;-0.09047315587129612;-0.08831000253356591;-0.08861175518261355;-0.0898755711703163;-0.08743836215914702;-0.08822903521695036;-0.0867907676514883;-0.08651389879637428;-0.08637353109344748;-0.0882596253662511;-0.08418918085348248;-0.0830451361087905;-0.08963075601637072;-0.0900563800259202;-0.08458517960733447;-0.08866819838000972;-0.086947815049782;-0.0929084204986097;-0.08452437594914808;-0.0883964883156827;-0.08866418210838667;-0.08788584766050977;-0.09069996553716142;-0.09073020294937217;-0.08784165668246047;-0.08963147355204049;-0.08773682447216014;-0.0922662204386071;-0.08669251168666703;-0.08814459892029536;-0.09083277816942092;-0.08472197641562484;-0.08902339383762548;-0.06941020829975031;-0.0872041325492221;-0.09065494677762986;-0.08769627557009785;-0.08744860713343172;-0.09124384664803853;-0.08757142318674171;-0.08682151317580633;-0.08423647632053677;-0.09036024469989523;-0.08727649974046914;-0.09088024546454943;-0.07493852255411193;-0.08112872994596598;-0.08305281766053318;-0.08578676672304897;-0.08914020711846682;-0.09055561646286292;-0.0823074320070607;-0.08768595229501663;-0.08982712746009125;-0.09045637144619101;-0.0868684893220979;-0.08459259828149968;-0.09074703465969303;-0.09056898041900086;-0.08399083448150257;-0.08182070942710862;-0.08990789401175991;-0.09017521909401838;-0.08555643893889187;-0.08816675925973239;-0.09063890389749063;-0.09149824174610077;-0.0854569971833441 +13;-0.08295625876098;-0.0810807084084737;-0.08134278877693979;-0.08243887047724185;-0.08038189295741183;-0.08105592188020072;-0.07982910430513646;-0.07959256711450813;-0.0794726008080997;-0.0810819795341915;-0.077601726621227;-0.07661885240957833;-0.08224844939235565;-0.08260994610742634;-0.07777453901183984;-0.08137094887899665;-0.07985889222951026;-0.08505928646920347;-0.07777901582473778;-0.08115529702193003;-0.08138782449531035;-0.08071142069625026;-0.08315243696978558;-0.08317209280154936;-0.08067298792745703;-0.0822270927431652;-0.08058180316088226;-0.08450558587905754;-0.07967248226842605;-0.0809363932763465;-0.08326599362949105;-0.07784295412127507;-0.08166659610471094;-0.06398225616453579;-0.0800530999689466;-0.08310903551134974;-0.08049011242642479;-0.0802702376107105;-0.08362861640000285;-0.08037928363095737;-0.07971306867051942;-0.07740947478534466;-0.08285074905421097;-0.08011738529027701;-0.08330788071335227;-0.06903221704903273;-0.07462549625259318;-0.07635101477535366;-0.07883175383130703;-0.08175578750157353;-0.08301850294875046;-0.07574976055092297;-0.08050573358578106;-0.08236901276386943;-0.08293007132378549;-0.07978592260598916;-0.07777618841020506;-0.08318901943078982;-0.08303040958511176;-0.07724338806242126;-0.0753170414312081;-0.08244106362712533;-0.08267946493240275;-0.07862834015796194;-0.08092859953294029;-0.08309270325479523;-0.08385762127288832;-0.07854049162176158 +14;-0.07659704541795409;-0.07497200177914198;-0.07519941635862826;-0.07614932424464205;-0.0744239114453249;-0.07499585539514886;-0.07395431242453498;-0.07375322500413506;-0.07365120433690109;-0.07501795217196472;-0.07205725300224186;-0.07121764214630044;-0.07600602355420571;-0.0763118012310593;-0.07203542430844179;-0.07520335970719816;-0.07387401959960749;-0.07841257371130395;-0.07209732495655508;-0.07503664531686427;-0.07523840335534837;-0.07465126432779345;-0.07676668861184677;-0.07677723040216922;-0.07461788145169379;-0.07596589338827675;-0.0745386684504874;-0.07793524685010644;-0.07374800145545346;-0.07484662891185079;-0.07686352903226013;-0.07204355713390309;-0.07544701699091716;-0.05950096552733575;-0.07401376766716816;-0.07672470364636186;-0.07440238327245807;-0.07420689774536915;-0.07718410568914824;-0.07430385794330507;-0.07371117544934092;-0.07165618856409806;-0.07649845064664351;-0.07407095345994197;-0.0769005702717851;-0.0641083530296096;-0.06916090348065929;-0.07070900973998162;-0.07296333248007336;-0.07551261467847659;-0.07664191957036204;-0.07023319266826666;-0.07443967627929915;-0.07606137953700087;-0.076562916838121;-0.07380540970608584;-0.07203003305039513;-0.07679421856232871;-0.07665255569347518;-0.07155825227199752;-0.06984862168179173;-0.07612581580638222;-0.076338960874764;-0.07278362226928858;-0.07481189370999863;-0.07670819842222087;-0.07739092656203961;-0.07270598962499109 +15;-0.07114735093050539;-0.0697431153571888;-0.0699398846951289;-0.07076088858254037;-0.06932810127457345;-0.06980966407360167;-0.06893232690765738;-0.06876274614191447;-0.06867668592222587;-0.0698282587366792;-0.06732997025945742;-0.06661897862524269;-0.07065895022830859;-0.07091571461656865;-0.06713570801533608;-0.06992258071915414;-0.06875514569675434;-0.07271126879098189;-0.06724833974493372;-0.06979894759938987;-0.06997351255527229;-0.06946532633974756;-0.07129368997090779;-0.07129627725681331;-0.06943641578694826;-0.07060240739172619;-0.06936780781052532;-0.07230059922779342;-0.06868244041034965;-0.06963448180541443;-0.07137585958002557;-0.06708979631524903;-0.07012024085004431;-0.05575378011487753;-0.06884641500752275;-0.07125294857860864;-0.0691921398571147;-0.069018260958422;-0.07165956557262665;-0.06910451224605452;-0.06857704602451142;-0.06674366284446043;-0.0710551205345189;-0.06889730500479296;-0.07140864920508339;-0.059948996646293606;-0.06450798762075727;-0.0658962556342848;-0.0679464138735586;-0.07016536252581362;-0.07117703122623076;-0.06553055055091961;-0.06924769578550816;-0.07065722945526298;-0.0711063270070511;-0.06868907768358556;-0.06712193421021584;-0.07131330332758301;-0.07118654932957291;-0.06670461508927761;-0.06518925822046051;-0.07071495182822107;-0.07090583915365567;-0.06778776883066295;-0.06957521216113927;-0.07123634008735791;-0.07184684675680653;-0.06771921963990213 +16;-0.06642513192096366;-0.06521716143872847;-0.06538662003134199;-0.06609300005440444;-0.06492093173021019;-0.0653217719792818;-0.06459122918096982;-0.06444988404400176;-0.06437813591357067;-0.06533724245436123;-0.06325387644531744;-0.06265918455221975;-0.06602781692789006;-0.06624105482410148;-0.06290503244740409;-0.065350475152679;-0.06432761911291296;-0.06776655397118647;-0.06306385367440437;-0.06526549275156013;-0.06541579031668432;-0.064978113825366;-0.06655085547235795;-0.06654640674431067;-0.0649532020440251;-0.06595685209594215;-0.06489407820690674;-0.0674146994183793;-0.0643030370181985;-0.06512384551844552;-0.06662001158544628;-0.06281100635251224;-0.06550730888367307;-0.05258766618199129;-0.06437579996263532;-0.06651120563312407;-0.06468316562517762;-0.06452860395043114;-0.06687106468530679;-0.06460527936279625;-0.0641361804009466;-0.06250206331823072;-0.06633880666804592;-0.06442105605097459;-0.06664903411281164;-0.056396594642065256;-0.06050176120790307;-0.06174485912929306;-0.06360970172890612;-0.0655343886783426;-0.06644141141141024;-0.06147709027153714;-0.06475441927396797;-0.06597559150004728;-0.06637807645202987;-0.06426335307240594;-0.06288297491969974;-0.0665634567531741;-0.06644993683680989;-0.06251470622396527;-0.06117503349099551;-0.06602734168265734;-0.06619843928362101;-0.0634699533257721;-0.0650420916081198;-0.06649453226661084;-0.06704099981621003;-0.06340955636771795 +17;-0.06229395419588357;-0.06126206981221949;-0.06140696749820429;-0.06201047033681273;-0.06107322332630449;-0.061401240692086745;-0.060803234570263376;-0.06068743782626318;-0.06062864653659772;-0.061413895613603;-0.05970637862379102;-0.05921774386077838;-0.061978414714824126;-0.06215258108032318;-0.059217005003390444;-0.061353920638667736;-0.06046130699374341;-0.06343686131477666;-0.059417622544216675;-0.06130370682470265;-0.061432178422233585;-0.06105795964137428;-0.062401241972466215;-0.06239049755432324;-0.061036650509032064;-0.0618943681279871;-0.060986072951563663;-0.06313736889616361;-0.06048015719212296;-0.06118259618295352;-0.0624587492182227;-0.05907874318466444;-0.06147386616477868;-0.04988589406618593;-0.060470225529998256;-0.06236253279931869;-0.06074306779745142;-0.060605886226860584;-0.0626806790125558;-0.060673944644004774;-0.060257410773606246;-0.058803533156830845;-0.06221304825440055;-0.060510408329286225;-0.06248441034026908;-0.053331686925015775;-0.057017760865343714;-0.05812832959167458;-0.05982425944039549;-0.06148501405804563;-0.06229825055174221;-0.05794847314799845;-0.06082802235931939;-0.06188076933281739;-0.0622415093620623;-0.06039768798539069;-0.0591858960352758;-0.062407570811177315;-0.06230588788482283;-0.05886207210467975;-0.05768218277627435;-0.0619271673493651;-0.06208053745133446;-0.05970157093272821;-0.06107993295222314;-0.06234583582376052;-0.06283508238958069;-0.05964853700088635 +18;-0.05864948319175345;-0.057776836858068004;-0.05789947668469453;-0.05840991489824132;-0.05768602314736393;-0.057947807822048336;-0.057470428513295424;-0.057377927469839385;-0.057330955930549266;-0.05795790424079228;-0.0565934236909702;-0.056202144540080656;-0.0584080470431847;-0.058546829208936835;-0.05597448011061035;-0.0578309410932889;-0.05705638639185495;-0.05961381516236619;-0.05621353905111803;-0.0578123729634159;-0.05792107169380811;-0.05760437503517224;-0.05874014126462046;-0.058723705562308215;-0.05758633466296326;-0.05831190900690997;-0.057543512657002305;-0.05936133092217566;-0.05711494917185078;-0.05770987818028406;-0.058787141583738656;-0.0557959645271644;-0.057917524126920084;-0.04756321710435052;-0.05702968266565667;-0.05870225690059061;-0.05727121091627074;-0.05714978916106417;-0.058982875331693885;-0.0572100327571341;-0.05684120628764355;-0.055551573308287416;-0.05857352245901315;-0.05706526151028957;-0.05880977791102837;-0.05066596828522574;-0.05396268488286604;-0.0549514424137838;-0.0564925359578361;-0.05791427070615418;-0.058642933795678864;-0.05485139897897828;-0.05736835050931899;-0.05826900839464644;-0.058592129673187054;-0.05699307335676629;-0.05593468037989768;-0.058740800121725334;-0.058649771588386024;-0.05565143866897437;-0.054617948043150344;-0.05831058022936042;-0.05844797137964308;-0.05638537260871734;-0.057587890270764275;-0.05868553583949154;-0.05912332624330663;-0.056339041973482384 +19;-0.05541055425117958;-0.05468281643414996;-0.054785163610134635;-0.05521088726159329;-0.054682436227604825;-0.05488354166829046;-0.054516739544161696;-0.054445626512370726;-0.05440951092228907;-0.05489129583580299;-0.05384201376464559;-0.053540620239796555;-0.055236860253318865;-0.05534334082464798;-0.053102522989059375;-0.05470243630773153;-0.05403560184883194;-0.05621292631416397;-0.053377536380000645;-0.054713028398600594;-0.05480367687773868;-0.054539518141764054;-0.05548613486083487;-0.05546449535949516;-0.05452446578540249;-0.055129458759205496;-0.05448873430457524;-0.05600301305563948;-0.054130973393036186;-0.05462753657916064;-0.05552356966592886;-0.05288670402162565;-0.054758497642441784;-0.04555138403804815;-0.053976093811899606;-0.0554489451756901;-0.05418906894250641;-0.054082013657024586;-0.0556955990612662;-0.05413513237897449;-0.05380983122697591;-0.05267060107793564;-0.05533915331114492;-0.05400747267889239;-0.055543467871143504;-0.048329411522063825;-0.051263182638231264;-0.052139510506374664;-0.05353833100293004;-0.05474226419853512;-0.05539413201848298;-0.05211275456454212;-0.05429729764525493;-0.055059727501451494;-0.055348711348723656;-0.05397224258492117;-0.0530542459899741;-0.05548161566414089;-0.05540024491241757;-0.05280826418265261;-0.05190960651780463;-0.05509691720395882;-0.05521980503204604;-0.05344537856110976;-0.05448735016845707;-0.05543221638013307;-0.055823404329526705;-0.05340518598272248 +20;-0.05251315096167963;-0.051918288556089376;-0.05200199806921546;-0.052350022212359404;-0.05200189201245964;-0.05214701991628368;-0.05188227535933443;-0.0518309272628692;-0.05180484688131659;-0.05215261461183851;-0.051394802304893794;-0.05117685145780859;-0.05240185886704851;-0.052478626971893316;-0.05054227185264759;-0.051906059303010954;-0.05133814408905235;-0.0531676766565099;-0.05085058556012978;-0.05194350606011189;-0.05201758937648093;-0.05180166767169414;-0.05257492614788073;-0.05254848955413349;-0.05178936071233853;-0.05228373261786623;-0.05176014488536618;-0.052996561122661046;-0.05146751270543115;-0.051873625405548296;-0.052603603335014126;-0.050291492929032344;-0.05193394768842641;-0.04379824575397806;-0.051248116353013184;-0.05253832840601502;-0.051434904690051964;-0.051341022039979256;-0.05275404433633568;-0.051387607143971614;-0.051102244445468736;-0.05010149160756083;-0.05244588174758036;-0.05127564171488053;-0.05262100697320582;-0.046268053525925;-0.048862154852091555;-0.04963421630485598;-0.05090157238968085;-0.05190581013684881;-0.05248761601481755;-0.049674973454682636;-0.05155325196538629;-0.05218924268360858;-0.05244710039663625;-0.05127426137702895;-0.05048542677393564;-0.052565642334591045;-0.05249306850124014;-0.05027382092157029;-0.04949990958703232;-0.052222434645118776;-0.052332095885072816;-0.05082169511412249;-0.05171629193862115;-0.052521584898326035;-0.052870358360559866;-0.050787151865371305 +21;-0.0499060429975684;-0.049433777611516794;-0.049500267510092844;-0.04977658715579869;-0.049596169057993356;-0.04968928520658644;-0.04951940205547345;-0.04948644278544112;-0.04946970110618398;-0.04969287433151104;-0.04920637402125072;-0.049066324592798694;-0.0498527316447932;-0.049901953066975535;-0.04824626154807454;-0.049391797110035274;-0.0489151284374687;-0.05042463942732578;-0.04858617979658075;-0.04945434847249319;-0.04951313184043826;-0.04934177997128786;-0.04995510045062246;-0.049924202325573486;-0.04933201125659137;-0.04972424203398851;-0.04930882012296922;-0.0502891468822495;-0.049076461578951625;-0.04939889223774463;-0.04997570078374958;-0.047962959499157076;-0.04939366166538539;-0.042262755529589136;-0.048796794504142094;-0.0499189988912494;-0.048959430335481;-0.04887769432567035;-0.050106356479485026;-0.04891825402279637;-0.048669744232843426;-0.04779716512896881;-0.049842542263308864;-0.048820764355376634;-0.0499908174864947;-0.04443925667760018;-0.04671425094643333;-0.04738916724690512;-0.04853463041259021;-0.04935451614699682;-0.049872033109059855;-0.04749273694020517;-0.049087189306996404;-0.04960670120016397;-0.04983601295854001;-0.04885071712817468;-0.048181422084748515;-0.049941394095211145;-0.04987688039539151;-0.048001711879383846;-0.04734383622679306;-0.04963622496949904;-0.04973375382530443;-0.048466855358384464;-0.049225323775465624;-0.04990223078840983;-0.05021217094409813;-0.04843754257194344 +22;-0.04754775565933689;-0.047189220363066164;-0.047239717809843595;-0.04744950725207664;-0.047426191881344115;-0.04747067396935489;-0.04738951399503821;-0.047373765022408865;-0.047365764948254174;-0.0474723883574768;-0.04723989987471677;-0.04717293358101138;-0.04754873433598483;-0.04757223727792814;-0.04617666726046732;-0.047119370574661534;-0.04672735239240189;-0.04794056334010954;-0.04654669513349874;-0.04720552526659727;-0.047250094964567335;-0.0471201615948853;-0.047585036710886985;-0.04754994545633884;-0.047112752855875684;-0.04741011805308415;-0.04709516380063428;-0.0478380034345014;-0.046918891097177395;-0.0471634736282629;-0.04759813404622415;-0.04586246399998939;-0.04709690183898685;-0.04091057266124554;-0.04658232254087191;-0.04754932874233653;-0.046722594410487206;-0.04665210331083891;-0.04771057391607547;-0.046687084340967244;-0.046472712620200474;-0.045719195439312355;-0.04748765807745925;-0.04660299903823395;-0.047611144631613866;-0.04280772446212766;-0.04478229624240404;-0.04536643746386404;-0.046398838328286285;-0.04704756023591217;-0.04750580634470136;-0.04552917954803193;-0.04685935302199251;-0.0472709191633065;-0.04747392618503299;-0.046662331328036766;-0.046104212359021846;-0.04756718913600699;-0.047510096339206775;-0.045954232254401095;-0.04540475217735174;-0.047297061188535494;-0.047383408324227716;-0.0463423196900179;-0.04697440151973198;-0.047532531556872204;-0.04780674246707428;-0.046317873051282765 +23;-0.04540437256390173;-0.04515194430717395;-0.0451875076576993;-0.04533521748385527;-0.04546005260664154;-0.04545878203379261;-0.045461100420434386;-0.04546155038087063;-0.04546177895928283;-0.045458733068772794;-0.04546537606748258;-0.04546729058149568;-0.04545655284885752;-0.04545588179790161;-0.04430249035022249;-0.04505580401717402;-0.04474270746100517;-0.045680085633793555;-0.04470129237267817;-0.045164258643001665;-0.045195557028644195;-0.04510430583058045;-0.0454306789836143;-0.04539162005142239;-0.045099102043736794;-0.045307908696752275;-0.04508674745936658;-0.04560815597408374;-0.04496291012067122;-0.045134726067635356;-0.04543676724422907;-0.04395883153887903;-0.04501046735821901;-0.039715180023235375;-0.04457239107923372;-0.045395276070401724;-0.04469185127749653;-0.044631822708732116;-0.04553234178289767;-0.04466161274496794;-0.04447902133310899;-0.04383661819384854;-0.04534736109999282;-0.044590001888203945;-0.045447827366275284;-0.041345753954905806;-0.043036582778888555;-0.04353555994822633;-0.04446261678192709;-0.04495152893528798;-0.04535491540538805;-0.04375424193248545;-0.04483724887399587;-0.04514819219721211;-0.04532686324968416;-0.04467701066831009;-0.04422276319280494;-0.045408922861915;-0.04535869014930238;-0.044100613152048496;-0.04365279395251487;-0.04517120426690391;-0.045247204997047596;-0.04441661571162303;-0.04493079016841417;-0.04537843027707589;-0.045619632584212644;-0.04439671681247459 +24;-0.04344788533954613;-0.043295016962705546;-0.04331655826287628;-0.04340601291593238;-0.04367145161853081;-0.04362688587830177;-0.04370820135929665;-0.043723981983878835;-0.04373199832015273;-0.0436251683427904;-0.043858135534941445;-0.04392525910762246;-0.043548687962295274;-0.04352514591444523;-0.04259808380635177;-0.04317384023062654;-0.04293464216205245;-0.043613995643276615;-0.04302451583835265;-0.04330347462043305;-0.0433223245058072;-0.04326736408041931;-0.04346389412834273;-0.04342105680519226;-0.04326422956203024;-0.043389980620092805;-0.043256787613130676;-0.0435707131917622;-0.04318218288898046;-0.043285687190547595;-0.04346340083129352;-0.04222628772282855;-0.04310692369846958;-0.038654564230032884;-0.04274029577745608;-0.04342871818400318;-0.04284030303100517;-0.04279005239709077;-0.043543281514506926;-0.04281499071560191;-0.04266211446161172;-0.04212383159164501;-0.043393627965494064;-0.04275504027629218;-0.04347264556912145;-0.04003040276716874;-0.04145253799694948;-0.041871340517181777;-0.042699898747051046;-0.04303892407425747;-0.04339127713932722;-0.04214313427063665;-0.04299404465761558;-0.04321074097019495;-0.04336678272975014;-0.04286825794675875;-0.042511464581499236;-0.0434384313371039;-0.04339457304672378;-0.042415467590592115;-0.04206333687444053;-0.0432308414757403;-0.04329722005628933;-0.042663766018242066;-0.04306745657046096;-0.04341180869718464;-0.04362235653705171;-0.04264813492954267 +25;-0.041654950010682645;-0.041595974327669705;-0.041604285865721735;-0.04163879758732869;-0.04203852637261707;-0.04195275724999736;-0.04210924758447554;-0.04213961426796575;-0.042155039760094715;-0.041949451612910194;-0.04239772846973522;-0.042526850290706575;-0.04180224321021275;-0.04175692537362008;-0.04104211153829551;-0.04145077489307725;-0.04128105020688411;-0.041717854792050035;-0.04149545829659118;-0.04160073270709064;-0.04160784439634324;-0.04158710822665079;-0.04166124795291104;-0.04161477830656013;-0.0415859255325588;-0.0416333676844729;-0.04158311756225408;-0.041701533554175496;-0.041554965846718916;-0.041594021635655176;-0.04165453466424762;-0.04064331832054435;-0.04136339657556842;-0.037710253332862154;-0.0410637603131514;-0.04162621778114528;-0.04114551478524486;-0.04110443758767768;-0.04171974662155198;-0.04112482382052307;-0.04099983729130163;-0.040559462864662166;-0.04160314361453832;-0.041075814710424874;-0.04166208227509327;-0.0388424681299957;-0.04000963228261445;-0.04035274045913906;-0.04108907503561143;-0.04128676745251103;-0.04159147631296167;-0.04067539386849783;-0.04130745019552129;-0.04143537746418513;-0.04157030062705713;-0.04121408066234311;-0.04094911607961427;-0.0416322388349577;-0.041594325585197156;-0.0408777951596373;-0.04061606751165647;-0.041452759846621445;-0.04151015750883147;-0.041062241464474125;-0.04136193233663654;-0.04160922530507882;-0.04179119805345888;-0.04105063263395148 +26;-0.04000596163037362;-0.040035971425967265;-0.0400317418985916;-0.04001418046682037;-0.040542962581695985;-0.04041776324981439;-0.04064618054043789;-0.04069049654981827;-0.04071300694693836;-0.04041293751456276;-0.041067074201387;-0.04125538723354971;-0.04019800411804719;-0.040131824988676845;-0.03961688654560014;-0.039867619584287084;-0.039763509672436026;-0.03997115595029532;-0.04009650158272393;-0.04003715871327396;-0.04003315044611533;-0.04004483790043922;-0.04000305361584133;-0.039953071280947716;-0.04004550451668076;-0.04001876568844143;-0.04004708721506467;-0.03998035241474107;-0.04006295541064442;-0.04004094125182811;-0.039990428607497464;-0.039191858718044426;-0.03976067204071443;-0.036866792424225414;-0.039524075014023774;-0.03996808748832792;-0.03958864298983289;-0.039556202342387436;-0.04004187415330285;-0.039572302654590885;-0.03947358289371583;-0.03912556745881002;-0.03995632055567366;-0.03953359595941386;-0.039996383227418164;-0.037765862026481134;-0.03869063889124291;-0.038962099146606644;-0.039612037011579115;-0.03967577502300257;-0.03993584755430546;-0.03933390729550901;-0.039758768048532955;-0.039802634383202085;-0.03991777877852942;-0.03969603853086179;-0.03951796325911028;-0.03997062730621548;-0.03993827872345901;-0.03947001502780623;-0.03929400240837033;-0.039817470305970604;-0.03986645589283344;-0.03959400271573865;-0.03979536622494817;-0.039950991837258254;-0.040106229883100086;-0.03958620037012506 +27;-0.03848433444038735;-0.03859908139769486;-0.03858290956172028;-0.03851576105647214;-0.03916930308994959;-0.03900616814250446;-0.03930376682746628;-0.039361489861073906;-0.03939080850266308;-0.03899987941721217;-0.03985179664315375;-0.040096848892989145;-0.038719726903044815;-0.03863344321053419;-0.03830737784983751;-0.03840828263680285;-0.038366390525506056;-0.03835653923942317;-0.0388127702192862;-0.03859679347237521;-0.038582204298125644;-0.03862474353152656;-0.038472653891992614;-0.03841925194888218;-0.03862716979895775;-0.038529845828547016;-0.03863293029232828;-0.038390017416957356;-0.0386906839191925;-0.038610560907225366;-0.03845438175500093;-0.03785681317224565;-0.03828254909372175;-0.0361117425785733;-0.03810552133966838;-0.03843767637722606;-0.03815384067148475;-0.03812956451785743;-0.038492846992526975;-0.03814161297604679;-0.038067731476879585;-0.03780716634907222;-0.038436568081569256;-0.03811264670006986;-0.03845883414948292;-0.03678746082128703;-0.03748128305688181;-0.0376847147241286;-0.0382534628799136;-0.03818968292516223;-0.03840776149250469;-0.038104199120425175;-0.03833217702872549;-0.038296071905068674;-0.03839261381108594;-0.03829852835635794;-0.03820298523066801;-0.038436917083185085;-0.03840979958574442;-0.038177253906248154;-0.03808277687628814;-0.03830851216600695;-0.03834958518548226;-0.03824378682544216;-0.03835180675543426;-0.03842045706424724;-0.038550573032503976;-0.03823960048035091 +28;-0.03707594107351442;-0.03727174528462274;-0.03724415219247246;-0.03712957160927943;-0.03790445214640359;-0.03770462343875658;-0.038069113590822434;-0.038139786950176946;-0.03817568031169993;-0.037696918943951774;-0.038739779680257325;-0.03903944067299414;-0.03735360173219071;-0.03724782682248384;-0.03710081202784954;-0.037059066217732806;-0.03707639654031247;-0.036859202148209036;-0.037631642219247086;-0.03726606104327046;-0.03724136049908755;-0.037313380556970976;-0.03705586083545076;-0.03699910731495182;-0.037317488109853025;-0.03715270789276137;-0.0373272402663789;-0.036915907420317584;-0.03742500742131738;-0.037289369668598527;-0.03703216679320276;-0.03662527611750832;-0.036915212026167765;-0.035434357914865044;-0.03679468090133109;-0.03702079827773086;-0.036827583674186926;-0.03681105334806545;-0.037058342164103975;-0.03681925758381355;-0.03676894597874303;-0.03659145003740383;-0.03702978326875739;-0.03679953306812678;-0.03703519672086997;-0.03589597453454263;-0.03636933437776646;-0.03650800574287505;-0.03700033251496526;-0.03681461166943034;-0.036993047327616546;-0.0369739942571079;-0.037014219239349666;-0.036901670352767146;-0.03698065565858277;-0.03700828318327476;-0.036991426269955996;-0.03701689724762436;-0.03699471457670822;-0.03698688595128807;-0.036970213647051775;-0.036911849118679285;-0.03694545380889935;-0.036998625338463986;-0.037017682014668374;-0.03700343275143858;-0.0371098575321156;-0.036997886719505324 +29;-0.03576868106599762;-0.036042391742850066;-0.036003826128520044;-0.035843660274536226;-0.036737230240522;-0.03650172327447221;-0.0369312229555967;-0.0370144665577794;-0.03705673971857859;-0.03649264137248065;-0.03772072048214814;-0.03807314752999891;-0.03608780920205823;-0.03596302778334581;-0.035986276022068164;-0.035808241258152185;-0.035882152557533686;-0.035466451191333626;-0.036542322984598474;-0.03603333320124502;-0.03599893028731049;-0.03609923523285019;-0.03574051398545164;-0.03568045919017804;-0.0361049555502051;-0.03587544144896815;-0.036118536553100045;-0.035545486116993485;-0.03625467447822772;-0.0360657959464179;-0.035711589041879765;-0.03548620223271626;-0.035646823102764014;-0.03482550006521956;-0.03558006132812919;-0.035705294152912126;-0.03559828760754358;-0.03558913088479487;-0.03572608214434658;-0.03559367553321802;-0.035565804822004665;-0.03546745712687427;-0.03572386903742886;-0.03558274922914406;-0.03571326672726549;-0.0350817787723241;-0.03534433866478581;-0.03542121026693312;-0.035841514646747674;-0.03553866054611743;-0.035679557796698624;-0.03593282129004671;-0.035793377104946345;-0.03560741031895742;-0.035669774593211745;-0.03581395381516761;-0.035872388901486696;-0.035698386613341127;-0.03568087406943787;-0.03588812867783875;-0.03594592820351039;-0.035615447682782575;-0.03564198151027265;-0.03584743264423773;-0.035781373963115204;-0.03568775689358805;-0.03577176777298652;-0.03584999310756354 +30;-0.03455212342153002;-0.03490104822112983;-0.034851896132337856;-0.03464772478377087;-0.03565804975333475;-0.03538767431441103;-0.03588067225804337;-0.03597617557234489;-0.03602466865113074;-0.03537724531334874;-0.03678582696445054;-0.03718943841515321;-0.03491217962768567;-0.034768759186763365;-0.03495436650777006;-0.03464569670377604;-0.034773853782961384;-0.034167325104081936;-0.03553556403745062;-0.034888608452969816;-0.0348448575745921;-0.034972409337108434;-0.03451613210855142;-0.034452807852204614;-0.034979682781316024;-0.03468779056420579;-0.034996950851060804;-0.0342679337625027;-0.03517002362911548;-0.03492988933416186;-0.034482136135548735;-0.034430095916205605;-0.03446718480188338;-0.034277394254242255;-0.0344517704791345;-0.03448068304326091;-0.03445597888760288;-0.034453864641120324;-0.034485481600226464;-0.03445491398577705;-0.034448478562278506;-0.03442576663274233;-0.034508388953402136;-0.03445239112247345;-0.03448252340372693;-0.03433665209639081;-0.03439732727543965;-0.034415084899124704;-0.03476744027302825;-0.03435158784927639;-0.034456824578124934;-0.034971699253990796;-0.03465973841912651;-0.03440294089632623;-0.03444951838494559;-0.03470577755503368;-0.0348365121839056;-0.03447088573782908;-0.034457807573137655;-0.03487172358733792;-0.03500101722800264;-0.03440894400899608;-0.03442876148567353;-0.03478068035199988;-0.03463288124604058;-0.03446294763880209;-0.03452568114813048;-0.034786408717249806 +31;-0.03341723042639089;-0.03383908630690846;-0.033779677822880494;-0.033532842350211256;-0.03465865987339556;-0.03435403521734259;-0.03490936325816052;-0.03501688003330261;-0.03507146552088125;-0.03434228195957578;-0.03592758274430752;-0.03638103738174325;-0.03381792229099467;-0.033656121266487204;-0.03399701394233845;-0.033562699097620996;-0.03374305399600508;-0.03295229528390964;-0.034603427374843454;-0.03382325187342827;-0.03377045676586721;-0.03392436373620722;-0.03337363435322871;-0.03330705348296403;-0.03393313890549443;-0.03358088399897996;-0.03395397176620696;-0.033073853920775775;-0.03416273509551293;-0.0338730623009138;-0.03333469739969175;-0.03344873455593422;-0.03336746062660745;-0.03378335604196159;-0.03340123844763676;-0.033337881595293384;-0.03339201644399026;-0.03339664945091081;-0.03332736640435119;-0.033394349993142836;-0.03340845211631516;-0.033458221452118186;-0.03337431180359274;-0.03339987841763303;-0.03333384876980405;-0.03365350150815605;-0.033520541574747265;-0.033481628683495135;-0.03376984203996791;-0.033244534445743046;-0.03331577850050116;-0.0340828881586841;-0.033604728787888005;-0.03327930167006099;-0.03331083275781577;-0.033675313708144694;-0.033875715144522145;-0.03332529665120787;-0.03331644390880251;-0.03392968155450293;-0.034127810523824076;-0.033283365694391165;-0.03329678152058979;-0.03379013747191384;-0.03356354978568854;-0.03331992329781208;-0.033362385799217575;-0.03379891819801517 +32;-0.03235613371006396;-0.03284900922842393;-0.03277962363885334;-0.03249124898849942;-0.03373193741329583;-0.03339350379387329;-0.034010315843885586;-0.03412966004019835;-0.0341902407363488;-0.03338044209996549;-0.03513955147822467;-0.0356417321177791;-0.03279740574616197;-0.032617379526567625;-0.03310721156407892;-0.03255164978984393;-0.03278241056254716;-0.031813061851254876;-0.03373900309738076;-0.032829743746528584;-0.03276816388816561;-0.0329476624010725;-0.0323051116685642;-0.032235270062916266;-0.032957895090302;-0.0325469956778226;-0.032982187509244865;-0.031955062085950114;-0.03322556460697412;-0.032887836532749404;-0.03226133821636057;-0.03253499638792867;-0.032339966329179015;-0.033337699134371235;-0.032421024904418116;-0.03226898011934476;-0.03239889478028801;-0.032410012689806145;-0.03224374405770769;-0.03240449465091588;-0.03243833537106644;-0.03255776003896815;-0.03231377384798795;-0.03241776125325058;-0.03225930154222434;-0.03302625195263542;-0.03270728726274652;-0.0326139237764671;-0.03284154460540356;-0.03220977533479119;-0.032248518786450076;-0.0332596887064176;-0.03262089619609232;-0.0322286828734637;-0.032245829398928505;-0.03271523070280957;-0.03298299053888587;-0.03225369447784532;-0.03224888061907505;-0.033055078225015855;-0.03331967190938778;-0.03223089293783743;-0.032238188501082066;-0.03286866144843681;-0.0325658558038997;-0.032250772617242296;-0.032273861562521766;-0.03288039309649937 +33;-0.03136195174737888;-0.03192427605295922;-0.0318451461389464;-0.03151615892663684;-0.0328717182389755;-0.032499745179604744;-0.033177502026286776;-0.033308544817583385;-0.033375052304076336;-0.03248538416351887;-0.03441622028118729;-0.03496622107533831;-0.031843979876522654;-0.03164578485148439;-0.03227883856306191;-0.03160590335815838;-0.03188550477789631;-0.03074234807732501;-0.03293628360689915;-0.03190152059028062;-0.03183137508202538;-0.03203581818125101;-0.03130364505848138;-0.031230524264746817;-0.03204747074831116;-0.03157937377669984;-0.03207513303461673;-0.030904387234373276;-0.0323521998380365;-0.031967686314056554;-0.03125511626148003;-0.03168268610786806;-0.03137798958749327;-0.03293555499619405;-0.0315046416640099;-0.03126705918919215;-0.0314700658274818;-0.03148743649695418;-0.03122761907331828;-0.031478815135746796;-0.03153168630339276;-0.031718242466285185;-0.03131989119698919;-0.03149954266886246;-0.031251933274540455;-0.03244967298711332;-0.03195176239324393;-0.031805962445467406;-0.031976294777332326;-0.03124055528663794;-0.031248133062081962;-0.03249628034013563;-0.03170173626310557;-0.03124425346375248;-0.03124760706921803;-0.031819133496013174;-0.032152237856360344;-0.03124914531982026;-0.03124820382939486;-0.032241888405794894;-0.032570838264303736;-0.03124468572588368;-0.03124611263900512;-0.03201002886409143;-0.0316332297793942;-0.031248573865638063;-0.03125308947588312;-0.03202462280253915 +34;-0.030428640598657797;-0.031059158171910406;-0.030970473716347646;-0.030601616984571534;-0.03207266091792871;-0.031667252503515764;-0.032405711930034053;-0.03254837968052149;-0.03262077328251212;-0.031651594769821934;-0.03375287428166884;-0.03434999138446404;-0.030951830941350122;-0.030735426756493434;-0.03150654288184951;-0.030719629841762686;-0.031046713189802455;-0.02973374406573792;-0.032190028784262026;-0.031032831384401494;-0.030954302147932822;-0.03118315030955965;-0.03036315568693726;-0.030286722855682235;-0.03119619115084915;-0.030672093741588524;-0.03122714791227721;-0.029915517430022964;-0.03153712078338544;-0.031106895388655742;-0.030309930656194917;-0.03088635689147523;-0.030475630608913784;-0.032572661399239644;-0.03064638511290041;-0.030326037936522443;-0.03059977353150556;-0.030623191268800865;-0.03027284411902209;-0.030611568742647144;-0.030682841734374744;-0.03093427053743758;-0.03038661240971785;-0.03063951136986587;-0.03030563773782724;-0.03191917168390357;-0.031248866230358274;-0.031052462688578863;-0.031168621893522097;-0.030330940356685376;-0.03030854728875476;-0.031787587857584176;-0.0308415488249012;-0.030320011881869613;-0.03031010164954351;-0.030981421822330546;-0.03137812594444589;-0.03030555596685902;-0.03030833816433498;-0.0314848497799578;-0.03187628694186073;-0.030318734503168354;-0.03031451783876382;-0.03120879625968298;-0.030759912025977165;-0.030307244669530276;-0.030293900597346823;-0.031226175558934033 +35;-0.029550871047143712;-0.030248621433985212;-0.03015053206225371;-0.029742377137204956;-0.031330136241891404;-0.030891233596032963;-0.03169044552095657;-0.03184471867811989;-0.031922984883939964;-0.030874275325430967;-0.03314549636064945;-0.03378922171570187;-0.03011586294312485;-0.029881113039352813;-0.030785628768008166;-0.029887695234401157;-0.030261091224363268;-0.028781577920542256;-0.031495655219817564;-0.03021861927705216;-0.030131853681228726;-0.030384667181060365;-0.029478281444689225;-0.02939848938579659;-0.030399070298626762;-0.029819937301333477;-0.030433259415008296;-0.028982872610467503;-0.03077548494786142;-0.03030043919848935;-0.02942039850004674;-0.030141220786293665;-0.029627689278671987;-0.03224532513349221;-0.029841233545660595;-0.029440551647736957;-0.029782948485271632;-0.02981223165732927;-0.029373994076145715;-0.02979769820643119;-0.029886816745739564;-0.030201100606943587;-0.029508603371104725;-0.029832638663477518;-0.029415027169213293;-0.031430742961110925;-0.03059412660692651;-0.030348786803113814;-0.030413724373735462;-0.029475694599855995;-0.029424401971267944;-0.031129174005731786;-0.03003532081887128;-0.02945066252500128;-0.029427962385838224;-0.030197174693670448;-0.030655981739832194;-0.02941755003219315;-0.029423922950761572;-0.030779352691502115;-0.031231629130048955;-0.029447736613265718;-0.02943807804730736;-0.03046018711806342;-0.029940834605372446;-0.029421418188602555;-0.029390851855998212;-0.0304802856282822 +36;-0.028723926858808424;-0.02948822881771962;-0.029380846247698766;-0.028933802034974088;-0.03064013781948538;-0.030167518829238738;-0.031027825345743;-0.031193738222875966;-0.03127789054855268;-0.03014924975459299;-0.03259068762996353;-0.03328070575197328;-0.02933160020784631;-0.02907827066057833;-0.030111964014087222;-0.029105562617470992;-0.029524277026429235;-0.02788080874358978;-0.030849145064739014;-0.02945442384678376;-0.029359536832840316;-0.029635969554601793;-0.028644274700797112;-0.028561062065891596;-0.029651714203568158;-0.02901829236719533;-0.02968908599008646;-0.028101499011159436;-0.030063032659746414;-0.029543887611758635;-0.028581752310534725;-0.029443054718284234;-0.02882956535183423;-0.031950339383473025;-0.029084749943983912;-0.028605849481783352;-0.029015110026131774;-0.029050099012253305;-0.028526262829467797;-0.02903273397335826;-0.029139207979559156;-0.029514550176301224;-0.028681143955337607;-0.029074481138170016;-0.028575329636882474;-0.030980884642640483;-0.02998360995670013;-0.02969084935927535;-0.02970738212980395;-0.028670194887046252;-0.02859095304025816;-0.03051715972577984;-0.029278633578925017;-0.0286315238692334;-0.028596453765874053;-0.029462059961236298;-0.0299817055885212;-0.028580366910250454;-0.028590212966175033;-0.030121356848587855;-0.030633031038486358;-0.02862700362805226;-0.028612081932728906;-0.029760004849820998;-0.029171527239542083;-0.028586343163192085;-0.028539117360363964;-0.029782766526940563 +37;-0.027943619979669432;-0.028774059238407368;-0.028657459044077127;-0.02817177922870151;-0.02999921011364859;-0.029492486362709514;-0.03041452673634293;-0.03059216819031052;-0.030682247491014447;-0.029472889633717747;-0.03208560537328653;-0.03282179309373734;-0.02859510725313208;-0.028322863861280245;-0.029481903045689872;-0.028369209919179017;-0.028832411580046458;-0.0270269371912224;-0.03024697071599025;-0.02873629994172311;-0.028633375702672215;-0.028933170227098515;-0.02785691712169669;-0.0277702083732545;-0.028950240634434854;-0.028263069768973637;-0.02899075717353683;-0.027266981004507418;-0.02939600861971492;-0.028833324176532615;-0.02778975455903976;-0.028788122399321825;-0.028077175352585915;-0.0316849155282144;-0.028373001101260398;-0.027817709244854605;-0.02829228477368617;-0.02833284021553739;-0.02772537724583768;-0.02831271288888093;-0.028436113211109948;-0.028870920310668513;-0.02790003612923564;-0.02836109970268552;-0.02778230351202371;-0.030566527239070274;-0.029413846708002955;-0.029075040808839825;-0.029045869661807222;-0.027910329294553504;-0.027803983035998847;-0.02994813723608103;-0.028567576258013982;-0.02785843302432256;-0.02781136579447807;-0.028772247573215504;-0.029351684250629173;-0.02778977471769828;-0.027802989744988738;-0.029507304314942306;-0.030077127041661544;-0.027852366633879688;-0.027832340594256655;-0.02910454586601796;-0.02844803084790759;-0.02779779586250042;-0.02773440829156204;-0.02912992408795345 +38;-0.02720621863855288;-0.028102635131770137;-0.027976858531253646;-0.0274526490455973;-0.029404391224776782;-0.02886300198986147;-0.029847722860788517;-0.03003723790353985;-0.030133313150535912;-0.028842053920202115;-0.031627916108696086;-0.0324103453579927;-0.027902922928194407;-0.027611326432239736;-0.02889222286209958;-0.027675061158892955;-0.02818207203409151;-0.026215932768309136;-0.02968602766951256;-0.028060747545461506;-0.027949841024760946;-0.028272824253329;-0.02711244809763702;-0.02702215327867319;-0.02829120936763907;-0.02755063231663657;-0.028334843915332364;-0.026475368698036128;-0.028771092996735748;-0.028165276159352937;-0.027040626068897566;-0.02817310913731852;-0.02736688302493806;-0.03144662663186759;-0.0277024900082552;-0.0270723659957659;-0.027610938504984972;-0.02765693981470374;-0.026967525088486877;-0.027634110203270446;-0.02777406412469552;-0.028266930893290798;-0.027161536981072487;-0.027688991897261817;-0.027032165811372577;-0.03018497566710887;-0.028881769141789526;-0.02849816378079839;-0.028425894855760525;-0.027192432508605036;-0.027059730855014896;-0.02941911460381985;-0.027898681008791337;-0.027127678411694722;-0.027068944142234708;-0.028124346353279206;-0.02876273180704625;-0.027041999262011007;-0.027058491270918195;-0.02893406142843813;-0.029560964966251824;-0.027120108584375302;-0.027095118846770072;-0.02849053879363872;-0.027766831760390742;-0.027052009491717266;-0.02697289879627096;-0.0285184958548248 +39;-0.026508390607242305;-0.027470881518619317;-0.027335935176748594;-0.026773152580298554;-0.028853168473228052;-0.028276371520601584;-0.02932504276306136;-0.029526635181612804;-0.02962880474120433;-0.02825404120663455;-0.03121576221638911;-0.03204470602334064;-0.02725200652411175;-0.026940505752302668;-0.02834006279217327;-0.027019925712430837;-0.027570210995061295;-0.025444171093098822;-0.0291635819130156;-0.027424654448336305;-0.027305792512583027;-0.027651872241366338;-0.026407504622020683;-0.026313519742255043;-0.027671565537387144;-0.026877735969490057;-0.027718302057893718;-0.025723115950390563;-0.028185346180804594;-0.027536657525331076;-0.026330985722087252;-0.02759506716476312;-0.026695440837841033;-0.031233360427125323;-0.027070099054253838;-0.026366451934252355;-0.02696791890811756;-0.02701926300270374;-0.02624929429987377;-0.026993782439534764;-0.02714996985691087;-0.027699666344358054;-0.026462297848640404;-0.027055035029489805;-0.026321531855239;-0.029833860675142487;-0.028384659401686774;-0.02795737971556722;-0.027844545208998817;-0.02651322808152856;-0.02635483191303334;-0.028927465653688866;-0.02726886692801056;-0.026435941014658848;-0.02636583045763219;-0.027515348949637808;-0.02821203722021126;-0.026333663915746763;-0.026353352119820928;-0.028398867007008555;-0.029081956465182524;-0.026426905431923275;-0.026397075953281224;-0.027915090963930078;-0.027124805054172807;-0.026345614230005143;-0.026251164713364528;-0.02794559768281779 +40;-0.02584715060314191;-0.026876066989423686;-0.026731923599881302;-0.02613037714489108;-0.028343424580895782;-0.027730286777541968;-0.028844518013211973;-0.029058453272459595;-0.029166846346862618;-0.0277065357183941;-0.030847713076751715;-0.0317236547268378;-0.026639684572971944;-0.02630761013773464;-0.027822892324076642;-0.026400955116100633;-0.026994118505745845;-0.02470836369749385;-0.02867725573757407;-0.02682526383992956;-0.026698444730337778;-0.027067611054917062;-0.025739071983162498;-0.02564127716486464;-0.02708861059590628;-0.026241488963359316;-0.027138443903091947;-0.025007016743293864;-0.027636185897331522;-0.026944738091477127;-0.025657799444860352;-0.027051369597715924;-0.026059940562167982;-0.03104328006414714;-0.026473042104103506;-0.02569694554736701;-0.026360407263439134;-0.02641700749926601;-0.02556762161208148;-0.026388919175772463;-0.026561069376282553;-0.02716652992544888;-0.025799314038228438;-0.026456438193625642;-0.025647364210068746;-0.02951109821627651;-0.027920105828688646;-0.02745016397999156;-0.02729924258549099;-0.025869778648879738;-0.025686267327202916;-0.028470887975733383;-0.02667539279802833;-0.02578024409925006;-0.025699011623405044;-0.02694258546452466;-0.02769712026845106;-0.02566173865515098;-0.025684552631912938;-0.02789928885212367;-0.02863783543652043;-0.025769775789424187;-0.025735215089981223;-0.027375643400299188;-0.02651916675771493;-0.025675586350341284;-0.025566132040696576;-0.02740867882649889 +41;-0.02521981759734193;-0.026315764422469634;-0.026162362839289077;-0.025521714550830854;-0.027873441196031967;-0.02722282042767321;-0.028404592563247233;-0.02863120321053514;-0.028745982500807177;-0.027197601788110592;-0.030522793835650264;-0.031446441364782585;-0.026063627455240157;-0.025710179160076674;-0.027338475454320443;-0.025815603078995775;-0.026451384166088943;-0.02400553054578647;-0.028224955356962234;-0.026260115607582568;-0.026125309773852967;-0.02651763263496454;-0.025104438872100454;-0.025002698014279456;-0.026539940930730976;-0.02563929997095582;-0.02659287635056784;-0.024324172206642514;-0.027121321047228752;-0.02638708357760633;-0.025018336791645668;-0.026539668005142625;-0.02545777002546923;-0.030874788942103715;-0.025908821526161585;-0.025061128205709382;-0.025785875388630863;-0.02584766053711518;-0.024919749106334432;-0.02581700001043119;-0.026004888583391672;-0.026665201435687846;-0.0251698870142838;-0.025890699282958618;-0.02500692926921433;-0.029214850956734706;-0.02748596164761885;-0.0269742639045798;-0.02678770533515684;-0.02525944364940491;-0.02505132072809957;-0.028047368097272596;-0.026115817305120137;-0.02515791049868632;-0.025065776633536263;-0.026403684511921544;-0.027215794774090307;-0.02502349674624882;-0.025049375715015865;-0.027433187511149315;-0.028226623579969967;-0.025146038162902284;-0.025106840406295072;-0.026869933156581816;-0.02594743356003737;-0.025039204976819773;-0.024915033119944807;-0.02690548437178486 +42;-0.024623978861760376;-0.02578781998699564;-0.025625064717835544;-0.02494482661894515;-0.027441909685004262;-0.026752428398108874;-0.02800413945743352;-0.028243832812032466;-0.02836519828640993;-0.026725685918757236;-0.030240518637641545;-0.031212823496371556;-0.02552183350379189;-0.02514606120925844;-0.02688482245882695;-0.02526158312983573;-0.025939851719207097;-0.023332953820925484;-0.027804853556112175;-0.025727018666227508;-0.02558416870511082;-0.025999797970354344;-0.024501161184670384;-0.024395321003610748;-0.02602342197333085;-0.025068846093801778;-0.02607947533080779;-0.023671947511997082;-0.02663872917255028;-0.025861528756833563;-0.024410134026707997;-0.026057865389538692;-0.024886579537807485;-0.030726509160626803;-0.02537519763760021;-0.02445654758873128;-0.025242054297329508;-0.025308967918216796;-0.0243031864863672;-0.025275763423386666;-0.025479210339969915;-0.02619361081045546;-0.02457158024687134;-0.02535557433240987;-0.024397760242343525;-0.028943508287527564;-0.027080321864901835;-0.026527673773273808;-0.02630791661135956;-0.024679843265544177;-0.024447541398662898;-0.02765515272639596;-0.02558796552120035;-0.02456652616933397;-0.024463679789560322;-0.02589654051131629;-0.026766137986597993;-0.024416477772639;-0.024445369975747866;-0.026998686172742925;-0.02784660200743616;-0.024553274461696306;-0.02450952038275056;-0.026395961845267157;-0.025407388798872832;-0.02443401517531596;-0.024295369222082197;-0.026434023854364996 +43;-0.024057458969098056;-0.02529032559300859;-0.025118085846212335;-0.02439761519324879;-0.02704788333471475;-0.02631790387521682;-0.027642412317457454;-0.027895678056258477;-0.028023870710833565;-0.026289570874252766;-0.03000084553249316;-0.03102302568587989;-0.025012588804798952;-0.024613375757060574;-0.026460171504405272;-0.024736842452891317;-0.025457596540010785;-0.022688142279575274;-0.0274153666618695;-0.025224023204774015;-0.025073043410264395;-0.025512210060655738;-0.0239270306181687;-0.02381691939646524;-0.02553716122242955;-0.024528043241009767;-0.02559635897118251;-0.02304793754480472;-0.026186630977134362;-0.025366150059132897;-0.02383096246687777;-0.0256040915874729;-0.024344252749769257;-0.03059725757708942;-0.024870161720741635;-0.023880986291107575;-0.024726906673767868;-0.024798906766474005;-0.023715678800062756;-0.024763179389885925;-0.024982047902477156;-0.025749913903953203;-0.02400219043062135;-0.02484905044057606;-0.02381762542715027;-0.028695664900901363;-0.026701500956350266;-0.0261086114421325;-0.02585809796559957;-0.024128826359676614;-0.023872712435641708;-0.027292725215723346;-0.025089900682261357;-0.024003908228001247;-0.023890508843912084;-0.025419286271194386;-0.026346465225638438;-0.02383845583297206;-0.02387031788345184;-0.026594145812373293;-0.027496288064761787;-0.023989298049612584;-0.023941055924481924;-0.025951969439819367;-0.024897053748462294;-0.02385779613102712;-0.023704878896162462;-0.025992545150858026 +44;-0.023518293291767245;-0.024821596097828635;-0.024639704353352387;-0.023878196735708235;-0.026690806940657064;-0.02591839637258908;-0.027319082633277647;-0.02758650343398683;-0.02772181055174916;-0.025888394314144803;-0.029804237565620673;-0.030877807961462667;-0.02453446425089867;-0.024110502780393617;-0.026062966224863038;-0.02423953650950139;-0.025002901590031268;-0.022068800387345933;-0.02705513511430535;-0.02474939697184908;-0.024590172535724264;-0.025053190847395435;-0.02338004766620716;-0.023265473736149955;-0.02507948522981196;-0.024015020732923942;-0.025141864710413797;-0.022449937243741225;-0.025763468663860145;-0.02489924217895001;-0.023278801011607397;-0.02517666823725606;-0.023828876327150805;-0.030486018986914942;-0.02439190334890684;-0.023332434049546213;-0.024238594778190237;-0.024315653135326798;-0.023155179687893268;-0.024277417135642576;-0.02451161181548822;-0.02533245711768073;-0.023459720618411062;-0.02436931318828406;-0.02326450082120468;-0.02847008643639981;-0.026347996222660708;-0.025715482298496184;-0.025436687497248256;-0.02360444585227306;-0.023324823976425435;-0.026958786593120898;-0.024619900495594704;-0.02346807930684469;-0.023344258383632743;-0.024970270114829995;-0.025955309087523082;-0.0232874124620861;-0.023322208975772307;-0.026218144903560336;-0.027174416719641936;-0.02345212797324958;-0.023399454186247892;-0.02553641263409845;-0.024414663426428396;-0.023308534240465306;-0.023141509668122007;-0.0255795129278793 +45;-0.02300470532280241;-0.0243801507113639;-0.02418840077095985;-0.023384880861198276;-0.026370537014745565;-0.02555342338474742;-0.0270342664777401;-0.02731653131824352;-0.02745929304768535;-0.025521660101597066;-0.029651711951880433;-0.030778523371375544;-0.024086310110001508;-0.023636071581042195;-0.025691836998940953;-0.023768007397624524;-0.02457423710132356;-0.021472800835803607;-0.026723008268971116;-0.0243016055699814;-0.024133991409185818;-0.02462126219501881;-0.02285839837061121;-0.022739148294989464;-0.024648920639229965;-0.023528099793043378;-0.024714530474000407;-0.02187591544763534;-0.025367888402102245;-0.024459298712182997;-0.022751812660893656;-0.024774093691828813;-0.02333871934032583;-0.030391934985198876;-0.02393879233506957;-0.02280906455734799;-0.023775461736220915;-0.023857563632133427;-0.022619827203298692;-0.023816826595663088;-0.024066292357865837;-0.02493976282056387;-0.022942356858955737;-0.023914728490047832;-0.022736546560158555;-0.028265699950545953;-0.02601847589929296;-0.02534686581974066;-0.025042322001171513;-0.02310493742502917;-0.022802050069552937;-0.026652240673028738;-0.02417643737083175;-0.022957245388069758;-0.022823106833965268;-0.024548036964888276;-0.025591402684453035;-0.022761513243716447;-0.022799216711279602;-0.025869463176680707;-0.026879926037790325;-0.022939966697203662;-0.022882905946732146;-0.025147947207021515;-0.023958646301417197;-0.022784399873287953;-0.022603393603712663;-0.025193591099425205 +46;-0.022515087272828804;-0.023964698195052314;-0.02376284264983264;-0.022916152309973903;-0.026087245480001853;-0.02522278191647942;-0.02678842503545531;-0.0270863419522811;-0.027236957787186933;-0.025189150231038182;-0.02954475173019011;-0.030727044172427886;-0.023667194067750197;-0.023188910601300794;-0.025345585473815158;-0.023320765422087275;-0.024170243495434063;-0.020898159728229615;-0.026418033093442483;-0.023879296298547015;-0.023703115474998482;-0.02421513048170909;-0.02236043426219303;-0.022236270665004998;-0.024244178840171937;-0.02306577541473742;-0.024313079476254496;-0.021323991584313307;-0.024998726527029946;-0.024044996372780014;-0.02224832409829025;-0.024395025719598173;-0.022872213872494607;-0.030314290636402674;-0.023509360281088743;-0.022309215152353623;-0.023336012842113396;-0.023423156846017923;-0.022107923149576436;-0.02337991978047449;-0.02364464127930077;-0.02457051225809459;-0.022448446395722188;-0.023483824107217943;-0.02223208647259023;-0.028081579825474323;-0.02571176327694835;-0.02500149896839088;-0.02467382269693208;-0.022628695450824132;-0.02230272745742301;-0.026372182907965058;-0.023758162106394032;-0.022469773082624878;-0.02232539503226283;-0.0241513129419344;-0.025253666528855412;-0.02225908699911261;-0.022299677280336994;-0.025547069050973814;-0.026611946415867616;-0.022451177542721412;-0.022389763599596435;-0.024785413981919913;-0.023527607418497132;-0.02228372632914799;-0.022088828144534167;-0.024833628884490366 +47;-0.0220479802222997;-0.023574109786397512;-0.023361858212350928;-0.02247064862852577;-0.02584179012744281;-0.024926857892167087;-0.02658277530961972;-0.02689729890193604;-0.027056241100558154;-0.024891231594813545;-0.029485804747644062;-0.030726269143366514;-0.023276565331492804;-0.02276815670519916;-0.025023171971837455;-0.022896473446734733;-0.023789717139926614;-0.020343029726553663;-0.026139425348502776;-0.0234812722734834;-0.023296315014169844;-0.0238336597296529;-0.021884653671214283;-0.02175531401187536;-0.02386412902142876;-0.022626693749541182;-0.02393639309895068;-0.02079242480984722;-0.024654981117112396;-0.02365516859819028;-0.021766807942009248;-0.024038266774451866;-0.022427938271140757;-0.030252503568380718;-0.023102284740524226;-0.02183136917080497;-0.022918899483815425;-0.023011097393366153;-0.02161791508958366;-0.022965354762099155;-0.023245356143639873;-0.024223531022000255;-0.021976483575693484;-0.023075273776234972;-0.02174959030350787;-0.02791693610753998;-0.025426823328529524;-0.02467826212671298;-0.02433018424808009;-0.022174257754843385;-0.021825338312050135;-0.026117892772990814;-0.02336389068101652;-0.022004173427348173;-0.021849609110618395;-0.02377899315314025;-0.02494119880329082;-0.021778608237564168;-0.021822072321041608;-0.02525011049506798;-0.026369793373797856;-0.02198426836960099;-0.021918524447982035;-0.024447828095532698;-0.023120314575261425;-0.02180499244995926;-0.021596257412121567;-0.024498650182581683 +48;-0.02160206412645027;-0.023207431596538042;-0.022984446119699076;-0.022047157166708464;-0.025635663846214074;-0.024666577983964988;-0.026419239468084443;-0.026751499041591797;-0.026919326504015517;-0.024628807970893174;-0.029478252340316535;-0.030780109433180103;-0.02291421885349676;-0.022373225185916112;-0.024723705510380167;-0.022493933686760226;-0.023431598634767736;-0.01980566095020686;-0.025886592964857735;-0.023106498099855433;-0.0229125189617998;-0.023475880575389407;-0.02142968830847347;-0.021294881595529835;-0.023507807413953197;-0.02220964844319484;-0.02358352076695147;-0.020279583193871575;-0.024335827463783044;-0.023288812891716804;-0.021305867268110568;-0.023702751534658173;-0.022004602680150143;-0.03020611524940775;-0.022716375661517407;-0.021374140574613287;-0.022522905349026123;-0.022620182243925813;-0.02114838062400981;-0.022571921940845785;-0.0228672669512342;-0.023897776785602787;-0.021525093531167494;-0.022687883617114712;-0.02128765820956713;-0.027771105039793964;-0.02516275157736647;-0.024376167288345796;-0.024010566895919183;-0.02174029068051575;-0.021368494833842178;-0.025888829604390873;-0.022992593906064007;-0.021559086727358068;-0.02139436512820314;-0.023430132458101438;-0.024653268877277146;-0.021318681690100094;-0.021365013513470643;-0.024977909194425107;-0.02615296383890864;-0.021537876392036637;-0.021467815431218673;-0.02413437140851049;-0.02273568728474995;-0.021346807190492312;-0.02112425648146732;-0.024187846102186272 +49;-0.02117615000819484;-0.022863899049223813;-0.022629787358256603;-0.02164461444649013;-0.02547082593182015;-0.024443254012201265;-0.026300272670340075;-0.0266516006664399;-0.026828973334270367;-0.024403165146214878;-0.029526273893963895;-0.030893388776403796;-0.022580192094457496;-0.022003731322255193;-0.024446421074706848;-0.022112068650446348;-0.02309495130313821;-0.019284355311711687;-0.025659166111662746;-0.022754112242027613;-0.022550825144451725;-0.023141006331845126;-0.02099429239672479;-0.020853693226813075;-0.023174433647559445;-0.021813581980918206;-0.0232536969963677;-0.019783909658696253;-0.024040641025082188;-0.02294510506864844;-0.02086422207548755;-0.023387536440548695;-0.02160103654342671;-0.030174784243295782;-0.022350563818804625;-0.020936260523980676;-0.022146934616633418;-0.022249329034248033;-0.0206980136026631;-0.022198532298493223;-0.02250932475284584;-0.02359232903841879;-0.021093016569805334;-0.0223205805305553;-0.020845007195113396;-0.02764354156931015;-0.024918764960337292;-0.024094348248791198;-0.02371429147454962;-0.021325576044030292;-0.020930925780290544;-0.025684631741830888;-0.022643389666608726;-0.021133269307026303;-0.020958395630636506;-0.02310393895524432;-0.024389313863574458;-0.02087802877866074;-0.020927229104230838;-0.024729957832631655;-0.02596113578489656;-0.021110754905272477;-0.02103637977041739;-0.02384438782855547;-0.022372788244364283;-0.020907896121219682;-0.020671517612017576;-0.023900570415515965 +50;-0.02076916194742795;-0.02254289620486105;-0.022297207035921307;-0.02126208066182067;-0.02535021770574386;-0.02425901321081647;-0.02622943650758036;-0.026601418634053964;-0.026789122237055096;-0.024216397532174083;-0.029635563253315844;-0.031072586449758965;-0.02227499722228221;-0.021659648756102712;-0.024190698923511222;-0.021749924490367833;-0.022778972990399993;-0.018777491421107628;-0.025456939483054386;-0.02242338569075164;-0.022210461295628425;-0.02282838765643791;-0.0205773276349952;-0.020430573353856563;-0.02286336510332787;-0.02143755668942049;-0.0229462950123851;-0.019303933601522827;-0.0237689450496259;-0.022623355876381313;-0.020440697416511444;-0.023091791018083008;-0.02121617782638552;-0.03015828129544662;-0.02200389100036082;-0.020516565621616634;-0.021790001894195;-0.02189756613161742;-0.020265611986944876;-0.021844207399782656;-0.022170592024271407;-0.02330638061078405;-0.020679097761279408;-0.02197240234847686;-0.02042045921226432;-0.027533813668066065;-0.024694194497081545;-0.023832052593925956;-0.023440816741853387;-0.02092899973086393;-0.020511464653661493;-0.02550509509535126;-0.02231552225448885;-0.020725581911342994;-0.020540537867200115;-0.022799752191341893;-0.024148915705198837;-0.020455475746467222;-0.020507552090165193;-0.02450589733242059;-0.02579414741808872;-0.020701761663624474;-0.020623065268612795;-0.023577360533519;-0.022030803522855136;-0.02048708959113421;-0.02023683814828381;-0.023636316745458963 +51;-0.020380132321321742;-0.022243974094843688;-0.02198618997891666;-0.020898742151978844;-0.02527822599339613;-0.024117186814295533;-0.02621191340538065;-0.026606458001980915;-0.026805438023965733;-0.024071793531355246;-0.029813976789703878;-0.03132651755133198;-0.021999834188347833;-0.021341455913400198;-0.02395607011924117;-0.021406668868077183;-0.022482998163346535;-0.018283487213146543;-0.025279904595576053;-0.022113734900298665;-0.021890795963551923;-0.022537529082175434;-0.0201777550630724;-0.020024440661895238;-0.02257411373886664;-0.02108075742851967;-0.022660844262671453;-0.018838243079055683;-0.023520434186051098;-0.022323025748428593;-0.020034212961666187;-0.02281479082514215;-0.020849063748466845;-0.030156486155023643;-0.02167550176255495;-0.020113987599539085;-0.021451223710063028;-0.021564024259752124;-0.019850067125504633;-0.021508070952193536;-0.021850234619457343;-0.023039230829251744;-0.020282276634627117;-0.0216424895510976;-0.020012930692645092;-0.027441598357862196;-0.024488479627394977;-0.023588635336155628;-0.02318977937107003;-0.020549541709903973;-0.02010903931660768;-0.02535022648891605;-0.022008388462446682;-0.020334979530097996;-0.020139723435306678;-0.0225170758921589;-0.023931847420175067;-0.020049943217579358;-0.020104909830066964;-0.024305565553838004;-0.025652051262661013;-0.020309848681903553;-0.020226814036213403;-0.02333295332748353;-0.021709064279298307;-0.020083312319028046;-0.019819109854219974;-0.023394760479952037 +52;-0.02000818789521519;-0.021966821987179586;-0.02169635332392672;-0.0205538920999786;-0.02526007076501391;-0.02402175018370012;-0.026253877358494826;-0.026673283806700976;-0.02688468028320501;-0.023973278493901296;-0.030071011088572464;-0.031665922010704284;-0.0217562327417411;-0.02104987375320877;-0.023742183693679753;-0.02108156851582188;-0.02220646913154556;-0.01780080118418015;-0.025128237865080116;-0.021824707051158576;-0.02159132403014241;-0.022268073976457803;-0.019794625060657323;-0.0196342988622209;-0.022306331031185733;-0.020742478648132057;-0.022397015330930747;-0.018385481954682925;-0.023294959609114096;-0.022043709886118812;-0.019643773767863637;-0.022555910170392268;-0.020498822098119707;-0.030169386892089145;-0.02136463531653976;-0.0197275441403999;-0.021129810243550873;-0.021247928307658315;-0.019450354400889047;-0.021189340575422877;-0.021547513782196326;-0.02279027840505843;-0.01990157810995208;-0.021330077127564406;-0.01962142330157457;-0.02736667841645679;-0.024301162259373843;-0.02336355222942088;-0.022960992774381905;-0.020186267277053416;-0.019722662841122007;-0.025220246411119085;-0.021721533910108004;-0.0199605024537044;-0.01975496915811603;-0.0222555753771021;-0.023738073293152917;-0.01966043699012965;-0.01971831488976461;-0.02412899818017422;-0.025535117482404113;-0.019934053268700902;-0.019846653448994056;-0.02311100971243274;-0.021407042406314414;-0.019695574218280498;-0.019417309482113954;-0.023175757964078336 +53;-0.019652549065834357;-0.021711297324422674;-0.021427472793688285;-0.020226939244979425;-0.025303845236803513;-0.023979066674840288;-0.026364723031603976;-0.02681181796699339;-0.027037031906335773;-0.023927145504849756;-0.030420423439300626;-0.032106118281924445;-0.021547050804010537;-0.02078656910079446;-0.023548822394211744;-0.02077399257433421;-0.02194894581992468;-0.017327945728216054;-0.025002286337912016;-0.02155596142283711;-0.021311648558869578;-0.022019785354128185;-0.019427067700528156;-0.019259228451989463;-0.022059788763412636;-0.020422109101164043;-0.022154600668363056;-0.017944354640448523;-0.023092510047358683;-0.021785119304952083;-0.019268461911714274;-0.0223146064342139;-0.020164659300563326;-0.03019708667231158;-0.021070611265505912;-0.019356330100683827;-0.020825051574820286;-0.020948583310400837;-0.019065525862214106;-0.020887313913639405;-0.021261771535634466;-0.02255900569636271;-0.019536103104994096;-0.021034480389712895;-0.01924501568309922;-0.027308936215910906;-0.024131872119520503;-0.02315634415675727;-0.022754433403146868;-0.019838319370341306;-0.019351425426440416;-0.02511557926385999;-0.021454639670491993;-0.01960126839966425;-0.019385369031382327;-0.02201506383792773;-0.023567735926910638;-0.019286039897913332;-0.019346856956109493;-0.02397641638077075;-0.025443825077576587;-0.01957349013017118;-0.019481688176021583;-0.022911539295090266;-0.021124337530546988;-0.019322962290331924;-0.01903049040689453;-0.02297933295124821 +54;-0.01931255330810777;-0.021477560683639485;-0.02117960563006882;-0.019917468545609385;-0.025419809161342233;-0.023997212407156576;-0.026556371122026023;-0.02703465877704314;-0.027275427614704917;-0.02394138253884881;-0.030879832421126352;-0.032666821536633917;-0.021376016826260003;-0.020553815323036018;-0.023375907094939752;-0.020483410490594656;-0.02171010678148111;-0.01686327520490094;-0.02490279574874177;-0.021307413527789976;-0.02105161320940696;-0.021792709878394767;-0.01907430203316629;-0.01889837952037099;-0.021834544595960237;-0.020119213748234666;-0.0219336838041595;-0.017513489950689687;-0.022913410705897475;-0.021547235161428757;-0.01890743003616646;-0.02209045348401273;-0.01984587065848875;-0.030239788911471388;-0.020792852280375973;-0.01899951290333779;-0.020536337399884363;-0.02066539569021164;-0.01869469932511203;-0.020601389129115244;-0.020992455461526394;-0.022345013458800134;-0.019185023398533785;-0.02075511723103607;-0.018882856506038603;-0.027268374889958036;-0.02398036474165499;-0.022966674164706102;-0.022570266173092657;-0.01950491126540843;-0.01899448712359031;-0.025036890457805994;-0.021207538098217737;-0.01925646521584712;-0.019030086944173297;-0.02179552261070361;-0.023421186451400233;-0.018925904543230176;-0.018989695562077413;-0.023848259110828662;-0.02537890010650501;-0.019227344075819275;-0.019131092890596335;-0.022734744200973767;-0.02086068998497237;-0.018964633353223403;-0.01865777539921254;-0.02280570343597743 +55;-0.018987618175631216;-0.02126593179346692;-0.020952957582630383;-0.019625167588186665;-0.025622641345732333;-0.02408785847263295;-0.02684577764570184;-0.027359688594384535;-0.027618209117250103;-0.024027538944882965;-0.031473934058940056;-0.03337554583519897;-0.021248767181445194;-0.02035521534894369;-0.02322345855054664;-0.02020936515284899;-0.02148971411627576;-0.016405132949585788;-0.02483074097178939;-0.021079116612117588;-0.020811192175436588;-0.02158704528467914;-0.018735617229432844;-0.018550965319649837;-0.021630808392189005;-0.019833460735026787;-0.021734503140420136;-0.017091531398655713;-0.02275816728002855;-0.021330182986448065;-0.018559894411948497;-0.021883111414497725;-0.019541823392801083;-0.030297811603787528;-0.020530859794098966;-0.018656324488210085;-0.020263134458924803;-0.020397849790424694;-0.018337054112081974;-0.0203310418723488;-0.02073909318597389;-0.022147989928507528;-0.01884757749631083;-0.020491484051418762;-0.01853415782671486;-0.027245102704613222;-0.023846490043410773;-0.02279429561571278;-0.022408844710659404;-0.019185319020122105;-0.0186510711347887;-0.024985096220456082;-0.020980209347365664;-0.01892534371208532;-0.018688349911405222;-0.021597099137394604;-0.02329898768701777;-0.018579246727867815;-0.01864605339521508;-0.023745187902243448;-0.025341327070930397;-0.018894862896607023;-0.01879410532032555;-0.022581019844944317;-0.020615976595362406;-0.018619807396265342;-0.018298350618235038;-0.02265528265948724 +56;-0.01867722442202635;-0.02107684496246809;-0.02074783999737284;-0.019349797902651567;-0.025933411547895302;-0.024267855665069504;-0.02725720158840672;-0.02781246262126036;-0.028091574152397047;-0.024202294575381922;-0.03223780083763872;-0.03427129268664131;-0.02117366074766558;-0.020196257315038046;-0.023091686819863178;-0.019951518582104866;-0.021287684374687865;-0.015951930077116705;-0.024787277142820807;-0.02087121129642533;-0.020590442313785262;-0.021403086445151542;-0.018410360980522844;-0.01821625653918235;-0.021448888040931813;-0.019564586549250862;-0.02155739724239436;-0.016677182377904165;-0.02262740883527714;-0.02113418037699555;-0.018225129327151368;-0.02169232921223818;-0.019251954042549313;-0.030371593621576265;-0.020284213932071804;-0.018326056021195525;-0.020004985823312893;-0.020145507488793735;-0.01799182468068672;-0.020075824735922065;-0.020501292776951674;-0.021967713940560518;-0.018523060572923855;-0.02024315560723;-0.01819818939236839;-0.027239340317422922;-0.023730197725711166;-0.022639056298160654;-0.022270678721644233;-0.018878883246993494;-0.018320459703484282;-0.024961341742331777;-0.020772751120707866;-0.018607216712866137;-0.018359444411605308;-0.021420074838766512;-0.023201883345708607;-0.01824534046455062;-0.018315212126999603;-0.023668057769354434;-0.025332329724136793;-0.01857535608293248;-0.01847002382314411;-0.02245092249303915;-0.02039018223108635;-0.01828776309131319;-0.017951456972931545;-0.022528646771082572 +57;-0.018381011853769058;-0.020911299467730293;-0.020565083276600005;-0.019091411438271866;-0.02638291595643172;-0.024561905955085672;-0.027826048162745698;-0.028430260026472975;-0.02873373097579135;-0.02449010453698297;-0.033222487545888635;-0.035410814777882216;-0.02116313950494475;-0.02008523965738762;-0.022981016446111058;-0.0197096637344647;-0.02110410804700913;-0.01550182592383087;-0.024774082616475734;-0.02068414605055713;-0.020389706400185892;-0.021241474957438333;-0.018097959329226088;-0.017893576194658145;-0.02128944134995603;-0.019312524557137944;-0.021403062051707833;-0.01626900419012589;-0.02252218825414265;-0.020959772437626034;-0.01790246213092006;-0.021517949591907115;-0.01897576725565342;-0.030461701550874132;-0.02005257529822324;-0.01800805334384692;-0.01976151194205622;-0.019908009622747525;-0.017658294695767296;-0.01983536849310208;-0.020278745075289706;-0.021804060238020506;-0.018210821426780877;-0.020009786688164777;-0.017874273575007704;-0.02725142944624359;-0.023631544811566263;-0.022500904740397232;-0.02215670183858376;-0.018584998002889153;-0.018001987675480002;-0.024967309511934932;-0.020585581726267455;-0.018301450104498684;-0.01804270959147769;-0.02126510043534946;-0.02313108980898182;-0.017923512238514405;-0.01799650602234082;-0.023618216829631722;-0.02535367867302374;-0.018268186140312004;-0.018158199605115444;-0.02234544263674687;-0.02018358046193902;-0.01796783165746052;-0.017616387289988822;-0.022426810455554058 +58;-0.01809868201679743;-0.02077045235856323;-0.020405660040303752;-0.018850144456870277;-0.027018188394063225;-0.02500781437998012;-0.02860633141935498;-0.02926993315382531;-0.029602939193157596;-0.024928400036050347;-0.034505719163469006;-0.036880476868748735;-0.021236442668741695;-0.020035126664619263;-0.022892026957827882;-0.019483684976560278;-0.02093919578162695;-0.015052697045216501;-0.024793389636586838;-0.020518688537095597;-0.020209623122744214;-0.021103212949955097;-0.01779791384954521;-0.01758229505728237;-0.021153490050533463;-0.019077409665691603;-0.02127256538467437;-0.01586539594423897;-0.022444001703243677;-0.02080784433284788;-0.01759126877199413;-0.021359912207656206;-0.018712834137381007;-0.030568840494206384;-0.01983568564485183;-0.017701712813780857;-0.019532410727229887;-0.019685076372752963;-0.01733579184670564;-0.01960938233435816;-0.020071224799244947;-0.02165700311144092;-0.017910258158986725;-0.019791112702364888;-0.01756178082835458;-0.027281841969641674;-0.023550701612788938;-0.022379894815280466;-0.022068116579510688;-0.01830310821033798;-0.01769503834000119;-0.025005063015673068;-0.020419316165740886;-0.01800745951954341;-0.017737533226039215;-0.02113305555791367;-0.023088133333420302;-0.01761313661498387;-0.017689317764483015;-0.023597342669444465;-0.025407539649389355;-0.017972765181371253;-0.017858033012039254;-0.02226584778499774;-0.019996621688847194;-0.01765939259974969;-0.01729248096369851;-0.022351068896986792 +59;-0.01783005843083152;-0.020655916629330084;-0.0202709572864741;-0.01862635611361174;-0.02791569751904932;-0.025667180535965395;-0.02968575493236747;-0.03042375149560561;-0.03079373166759125;-0.025578177963851312;-0.03621331036862818;-0.03881996764981155;-0.021425192228718082;-0.020067384724925086;-0.022825406417439575;-0.019273520873675398;-0.020793231158073855;-0.014602616312215932;-0.02484762068681512;-0.020375635793616675;-0.020050855969006243;-0.02098934369608041;-0.017509762663071138;-0.017281827557965146;-0.021042098214415272;-0.018859395708981985;-0.02116702033301343;-0.015464884372866416;-0.022394427138956008;-0.020679315937112364;-0.017290968995135936;-0.02121822310821808;-0.018462774248110714;-0.03069389245125409;-0.0196333417444976;-0.01740647494609937;-0.01931743317689638;-0.019476481965938985;-0.017023686875073496;-0.019397629015579065;-0.019878563277776484;-0.021526585745096583;-0.017620812753704307;-0.019586923775367415;-0.017260125309533247;-0.027331180389702725;-0.023487925228663276;-0.02227615573181918;-0.02200630221053923;-0.018032706682642008;-0.01739903955637323;-0.02507697949771681;-0.020274683322309972;-0.01772470694185735;-0.017443347912398988;-0.02102495937431592;-0.023074761422741785;-0.01731363223472604;-0.01739307457260386;-0.023607357663159245;-0.025496412799849377;-0.01768855148025472;-0.01756896990954937;-0.02221359051919447;-0.01982985628088718;-0.017361869779523253;-0.016979119411404398;-0.02230290598832796 +60;-0.017575134135887405;-0.020569995428539434;-0.02016298999300492;-0.01842073796029453;-0.02807465510157936;-0.025993000795046406;-0.03021974037397679;-0.031591179908982525;-0.03192182601664295;-0.02576388495037918;-0.03737244599825251;-0.04080127569425662;-0.021491098880101367;-0.019507864575548428;-0.02278220326912428;-0.01907930842341199;-0.020666780908021876;-0.014148773923296165;-0.024940394633613305;-0.020256506265292185;-0.01991473526609333;-0.020901726408002474;-0.017233157352023465;-0.016991628110425427;-0.020957153476327983;-0.018659073697508743;-0.02108838129525248;-0.015065459314075325;-0.02237603640807606;-0.02057587667820382;-0.017001024290601796;-0.02109302685607406;-0.01822528668128509;-0.030837891728189515;-0.01944544958404526;-0.017121826121028194;-0.019116432206076617;-0.019282106279925104;-0.016721382376840843;-0.01919997511245608;-0.01970070633885168;-0.021412994285169296;-0.017341967713043305;-0.019397118243115186;-0.016968761805810084;-0.027400217561946105;-0.023443635763081172;-0.022189968924703596;-0.021973316597917902;-0.01777333122453406;-0.017113460225603783;-0.025186321972697767;-0.02015291155322818;-0.01745269751231282;-0.017159627588219317;-0.02094241457210244;-0.023093486759398818;-0.01702445819397136;-0.01710724466706015;-0.023650986413119135;-0.025623703192367397;-0.01741504624240542;-0.017290498332015014;-0.022190820189536664;-0.019684279254098547;-0.017074727846326132;-0.016675722077248656;-0.022284509991466583 +61;-0.0173340337385135;-0.02051556154404066;-0.02008428507137139;-0.01823423962405979;-0.02229977723305354;-0.022967344883855434;-0.025634688236537473;-0.030587450703996932;-0.03041100118155904;-0.021890629618287916;-0.032532722795125535;-0.03964502925769442;-0.020069489042594313;-0.015081031906940323;-0.02276381059093069;-0.018901369497317688;-0.0205606776684073;-0.013688599173414806;-0.025075675262244745;-0.020162876892604098;-0.019802638686091223;-0.020842304232734365;-0.016967779128195692;-0.016711187804634875;-0.02090062984049501;-0.01847705679022482;-0.021038694965087812;-0.01466525242887129;-0.0223915623746338;-0.020499286371881587;-0.01672093485250392;-0.0209846154262725;-0.01800015250110465;-0.031002043884799324;-0.019272030333792545;-0.01684729619200631;-0.018929367839541467;-0.0191019404478856;-0.016428308162076855;-0.019016396416638548;-0.019537720880377085;-0.021316567109762374;-0.017073251030945036;-0.019221708440939178;-0.016687182514658394;-0.0274899108902964;-0.023418427417640775;-0.02212177810910987;-0.02197176518418975;-0.01752456220357268;-0.016837807154038043;-0.02533713497105672;-0.020055615998040066;-0.017190976768997723;-0.016885884448277322;-0.02088748317043465;-0.02314745753731695;-0.016745110804540664;-0.016831334125874564;-0.02373163016177604;-0.02579362533319851;-0.017151790804342815;-0.017022145546196965;-0.02220025133805925;-0.01956122705515173;-0.01679746905675561;-0.016381742766331975;-0.022298641894182847 +62;-0.017107090804842073;-0.020496445799935703;-0.020038233888890256;-0.01806824598581347;-0.014701564689481472;-0.019027022845324648;-0.019666915356721937;-0.0292749184307588;-0.028449227418384515;-0.01682441147660163;-0.026331651255464106;-0.038150133537396824;-0.018250341275761528;-0.00919612615558596;-0.02277170353187441;-0.018740031511893962;-0.02047577708656534;-0.013218311056156784;-0.025259082804731436;-0.02009728306090408;-0.01971682701758959;-0.020814110398801766;-0.0167134417029704;-0.016440031428474278;-0.020875602088348044;-0.01831452766029451;-0.021021133749792087;-0.0142616529020958;-0.02244508187586347;-0.020452330125176887;-0.016450235611074504;-0.020893388144873182;-0.017787212159243282;-0.031187790028268658;-0.019113186343165278;-0.016582452327025266;-0.018756275633505126;-0.018936053996583047;-0.016143922670249555;-0.0188469457008531;-0.019389759244970106;-0.02123775470487632;-0.016814223918161453;-0.01906078707523351;-0.016414913675183884;-0.027601409492517437;-0.02341303494143432;-0.022072150306865046;-0.02200466735570239;-0.017286017114374275;-0.016571621486457744;-0.02553417738342567;-0.01998466905308427;-0.016939126043080455;-0.016621665226074445;-0.0208625507624165;-0.02324033816667992;-0.016475120328648174;-0.016564883338512137;-0.023853258347465323;-0.026011150271714856;-0.016898362138930034;-0.016763473919722438;-0.022245032087657046;-0.019462255572333165;-0.016529629838900828;-0.016096667676500642;-0.022348504732211172 +63;-0.016894965033406706;-0.020517993609941554;-0.02002959992369746;-0.017924838753436756;-0.006401716049710293;-0.0148501544097146;-0.01337546562471248;-0.028163528482489486;-0.02663057079672515;-0.011399775533420975;-0.020006210603445318;-0.03706276848543055;-0.016334611050450754;-0.0023940165519176215;-0.022808052298801007;-0.018595997766625683;-0.020413483390029796;-0.012734133960101257;-0.025497161364606002;-0.020062582791593453;-0.01965984613827665;-0.02082057484909572;-0.016470006756013067;-0.016177714780942987;-0.02088554825449762;-0.018172828472364122;-0.021039288901564257;-0.013852028677868056;-0.022541250469564122;-0.02043815185051967;-0.016188492738520743;-0.02081982764694268;-0.017586348216620973;-0.031396868677286305;-0.018969077420924574;-0.016326893759708527;-0.018597244106155708;-0.01878457165125602;-0.01586771392126951;-0.018691729817195357;-0.019257034908172432;-0.02117709641238652;-0.01656448160044932;-0.018914503613517875;-0.016151512558804537;-0.027736076386565944;-0.02342832036288711;-0.022041755481396308;-0.02207644398595665;-0.017057348989155674;-0.016314476225715246;-0.02578403270075169;-0.0199429713516035;-0.016696760440441327;-0.016366548778201873;-0.020871207101741618;-0.023377372012138187;-0.01621404837140683;-0.01630746451664833;-0.024021495033591744;-0.026283112825924215;-0.016654370777478666;-0.016514078691374223;-0.022329749295364687;-0.019389833164256354;-0.01627077825137202;-0.015820012305599596;-0.022438755914493402 +64;-0.01669861204969436;-0.020587062366888897;-0.020064500242388483;-0.017806750284874884;0.002934332039323473;-0.010169106770625547;-0.006083155974748511;-0.02733666083506736;-0.024994396339471647;-0.004975736586032786;-0.01316950781389492;-0.0365414691175332;-0.014246944979678267;0.0049013225330089005;-0.022875369439756987;-0.018470107510772493;-0.02037542352062771;-0.012230667110038729;-0.025798888765956818;-0.02006296065677393;-0.019635458574524645;-0.020866648897640783;-0.016237499241550157;-0.01592382224500888;-0.020935483740605942;-0.0180540701923384;-0.02109832646798937;-0.013432737128063144;-0.02268663429131501;-0.02046132044762894;-0.01593530396946119;-0.020764618769435028;-0.01739754035902963;-0.03163129565967404;-0.0188400125965813;-0.01608025841538785;-0.018452498100397507;-0.018647761050545553;-0.01559918438800545;-0.018550995298141082;-0.019139919958677254;-0.021135342114871447;-0.016323647119131923;-0.018783154964496562;-0.01589656606959089;-0.02789555771792873;-0.02346539665495162;-0.02203149201479815;-0.022192204795161485;-0.016838261883114436;-0.0160659778240122;-0.026094496963291025;-0.019933838610227017;-0.016463538033170355;-0.016120148767608367;-0.02091757279098716;-0.023564669791173776;-0.015961487314956946;-0.016058683137146534;-0.024242922333022054;-0.026617633731913504;-0.01641946921700632;-0.016273593643222117;-0.022459712905298357;-0.019346777339393828;-0.016020514651067685;-0.015551311698660308;-0.02257479073002666 +65;-0.01651953974934317;-0.020713249986034077;-0.020151523765489454;-0.017717935487463254;0.014725625704413381;-0.004860041117106029;0.0018068936151446335;-0.026969819598691824;-0.023679426220869937;0.0019937188452110455;-0.005666254082191902;-0.03688269517978693;-0.011957235177780134;0.015017339194023371;-0.02297679173091849;-0.01836348491458084;-0.020363669683962415;-0.011701421763222974;-0.02617571718726075;-0.02010376252410273;-0.01964847955547344;-0.020958645043513746;-0.01601607541768657;-0.01567796459224735;-0.021031802004739975;-0.01796100068459494;-0.021204830290024512;-0.012999427799552432;-0.022889593322126034;-0.020527665894907177;-0.015690298603785013;-0.020728735244180063;-0.017220907671168906;-0.03189337718087781;-0.018726518754261123;-0.01584222794603396;-0.018322461637892085;-0.018526098634602306;-0.015337838543117766;-0.01842519275535426;-0.01903901774861394;-0.021113540577493595;-0.016091375067960767;-0.018667253193924704;-0.015649689367153607;-0.02808184066759245;-0.023525716699755117;-0.022042577138756014;-0.022358992963381175;-0.01662849056671556;-0.015825759876107348;-0.026476038894834186;-0.01996195740449558;-0.01623914588807218;-0.015882106254057282;-0.021007398197488536;-0.023810565942214312;-0.01571705619169128;-0.015818171785139334;-0.02452647685444176;-0.027025586909699584;-0.01619333874576334;-0.01604168067079148;-0.022642225674880834;-0.019337110840219607;-0.015778466323757012;-0.015290125590352366;-0.02276402242047193 +66;-0.016360014370715437;-0.020910015971078;-0.02030273548449646;-0.01766404946776423;0.029103067942449545;0.0011289291043102834;0.011616127223401218;-0.02746975497958304;-0.023044950429195188;0.010924288126173631;0.002212754766314773;-0.03874095405172362;-0.009454740037772691;0.02761648372730008;-0.02311630398037723;-0.01827765226989886;-0.02038091113522622;-0.011138040606874844;-0.02664283106499843;-0.020192154634691484;-0.0197053785369925;-0.021104998788751494;-0.01580608759412283;-0.01543977698333765;-0.02118304484550748;-0.017897374778832242;-0.02136759215052364;-0.012546541858103888;-0.02316125156538895;-0.020644990096038374;-0.015453129086970385;-0.02071320625758677;-0.0170565805723788;-0.03218594748561521;-0.01862914293214346;-0.015612504859827236;-0.018207574841292873;-0.018420078845236887;-0.01508321039138849;-0.018314789821557875;-0.018954955699705733;-0.021112805313513894;-0.01586735819312146;-0.018567329840671;-0.015410521414728207;-0.028297242107806486;-0.023610871295914215;-0.022076318135729966;-0.022586107629355423;-0.0164278064319332;-0.015593482865265962;-0.026942398974527437;-0.02003357073828793;-0.01602330315748146;-0.01565208991853062;-0.021148306461879818;-0.02412603346461495;-0.015480399486473395;-0.015585589834980818;-0.024883912149660903;-0.02752123853749633;-0.01597569218069883;-0.01581803132422266;-0.022886923324984654;-0.0193662148799576;-0.015544286822071873;-0.015036033234315349;-0.02301622991136898 +67;-0.01622347143850411;-0.021196824926303703;-0.020535605593909434;-0.017653386219367295;0.047063272936910816;0.0077444438843060626;0.022418194032504224;-0.029774257669803905;-0.024021649998258843;0.021102598715373677;0.010193398130914022;-0.04352786606749848;-0.006920264878786053;0.04417212925695757;-0.023298943117237014;-0.0182146122818998;-0.0204305911335787;-0.01052915710145741;-0.027220971644453362;-0.02033805697667823;-0.019815130513010093;-0.02131734948006314;-0.015608176833046272;-0.015208916993243449;-0.021400995486651198;-0.017868477793236748;-0.021598733560747263;-0.012066591900669943;-0.023516881970283787;-0.020824074447081786;-0.015223475950200127;-0.020719394665340563;-0.016904836693837355;-0.03251231737134419;-0.01854867242938263;-0.015390832819252687;-0.01810849519161195;-0.01833042519595085;-0.014834830546288647;-0.018220477454105932;-0.01888861814291687;-0.021134598117069636;-0.015651311909913757;-0.0184841535301985;-0.015178725718877795;-0.02854455759041641;-0.023722870375173954;-0.02213440187339888;-0.022885755387733964;-0.016236010143033885;-0.01536883101375075;-0.027511659791163767;-0.02015688238591995;-0.015815755567211598;-0.015429792564442213;-0.021350305027281635;-0.024525484839237777;-0.01525118468665898;-0.015360620348517484;-0.02533067287886892;-0.02812337187859848;-0.01576626860072916;-0.015602362364354194;-0.023206455164029194;-0.019441170212297187;-0.0153176531195367;-0.014788634017903535;-0.023344251025495755 +68;-0.016141991362515373;-0.021640198851085257;-0.02090728125302732;-0.017714549358190723;0.06677888556378409;0.012936649529943112;0.03178337411901788;-0.03606911715848948;-0.029021674638497474;0.030959194461118056;0.013862580857781248;-0.054281024464954086;-0.005322269019454318;0.06469421111749529;-0.023530891176297253;-0.01817683373909551;-0.02051692648757064;-0.009859297004412682;-0.027938626829091318;-0.02055521738539201;-0.019990197260302933;-0.021611786411274148;-0.015423405942506907;-0.014985063420392075;-0.021701919353843913;-0.017881702592347226;-0.02191501439176724;-0.011549437414391628;-0.02397747337472378;-0.021079833864546815;-0.015001048826851271;-0.02074910345122949;-0.01676615241832735;-0.03287635151142476;-0.018486217889086998;-0.015177003719077264;-0.018026173643006294;-0.018258170042223965;-0.014592212181792519;-0.01814324790205535;-0.018841234353300873;-0.021180838109330136;-0.01544296794244393;-0.01841881188621497;-0.014953989680631441;-0.028827163409069323;-0.023864259157932333;-0.02221900828959744;-0.023274943049603536;-0.01605293210712655;-0.015151511039558141;-0.028208817700368316;-0.0203434141986385;-0.015616275051172135;-0.015214929995494675;-0.021627391720165035;-0.025028934664309777;-0.015029100802877338;-0.015142968815288427;-0.025888177524898692;-0.02885793117912505;-0.015564832868271594;-0.015394414991111383;-0.023618432494993513;-0.019571953248012974;-0.015098264255001048;-0.014547545106863291;-0.023765954333375916 +69;-0.016461898560379495;-0.0226982632561763;-0.021797900161342865;-0.018049612434307027;0.0723322110329474;0.00836412387514307;0.026540577100112706;-0.05047445063259537;-0.04336922382576014;0.030092354229024676;-0.0013522257350659928;-0.07583644983102111;-0.008157388707448199;0.07981214944775039;-0.023820389328983227;-0.018167763726759434;-0.020645647549258017;-0.009051416466481221;-0.028882060583951485;-0.02085665331273212;-0.0202299840274327;-0.022020962554145207;-0.015194330156821145;-0.014767914520617431;-0.022156592502036165;-0.01796194631306358;-0.022328307340937492;-0.010959273761185884;-0.02469807404988722;-0.021446601422505873;-0.014785574506152255;-0.020804237230666933;-0.016641003331390847;-0.03328284727015518;-0.018442914270111244;-0.01497082233747915;-0.017961575375541328;-0.018204364766204906;-0.014354898021489815;-0.018084110000035514;-0.018814067097016274;-0.021253565231445837;-0.015242096611510547;-0.01837241531565792;-0.014736019105781928;-0.02914904165428256;-0.024037846751113312;-0.022332488967818476;-0.0237776593009702;-0.01587847335833059;-0.014941260422758118;-0.029069054220212776;-0.02060947252639278;-0.015424686065861337;-0.015007251904380015;-0.02199934104725587;-0.025664584320595596;-0.014813861427104058;-0.014932371061905592;-0.0265865940357759;-0.029761426738092123;-0.015371200097014093;-0.015193972864867789;-0.024147690619977125;-0.01977270519690455;-0.014885847369312533;-0.01431238196494422;-0.024306535449743594 +70;-0.01693612713132464;-0.023975624980072663;-0.022875977854697638;-0.018489724377461103;0.019567417243591123;-0.021178034444508942;-0.020942352629849115;-0.07242065797881692;-0.06905385103598682;-0.00506692408580367;-0.05812225621676981;-0.10415240830351546;-0.02118227826037633;0.05601512160955602;-0.024177999622703172;-0.0181918447002829;-0.02082409896853088;-0.007998518532855492;-0.030064535935614645;-0.021186540018358624;-0.0204538907836187;-0.022521083630383965;-0.014770765720381274;-0.014557186623714191;-0.022832801995174234;-0.018123835837029256;-0.02275963729239172;-0.01026354916402683;-0.025916300728072716;-0.021912710894029352;-0.014576816439331397;-0.020887573150942584;-0.016530271261818275;-0.033737378088539494;-0.01842055588319469;-0.014772172929027994;-0.017916266012450555;-0.018170691647720227;-0.01412236218666063;-0.01804468858035202;-0.01880908006062154;-0.021355720109795584;-0.015048501646606649;-0.018346725261537022;-0.014524544762518854;-0.02951513578151732;-0.024247447110037568;-0.022478150057456237;-0.024429058075128962;-0.015712561577423845;-0.014737836164742557;-0.03014379641097653;-0.020979029434691654;-0.015240836212989217;-0.014806527993258989;-0.022495175042770654;-0.026473714036798768;-0.014605198736144409;-0.014728582370723942;-0.027470061708877447;-0.03088721704977293;-0.015185208141145434;-0.015000841046784563;-0.024830614897632053;-0.020064243466444642;-0.014680148717395758;-0.01408277502025923;-0.025002903775506624 +71;-0.01741466227671684;-0.02524894761341967;-0.023956928433170877;-0.01894190761522374;-0.08560190663516476;-0.06464901114328225;-0.09243732317594677;-0.08555406348576677;-0.08830111451311184;-0.06468005360556961;-0.12584308601442307;-0.11563258583942604;-0.03878156700459301;-0.01663149260891683;-0.024617684521850647;-0.01825500838815941;-0.02106201998688939;-0.00692892837854675;-0.031189600450106658;-0.021509133718733198;-0.020672223087027097;-0.023009458490456325;-0.014345669446589548;-0.014352612971172407;-0.023497181657403;-0.01828874596623331;-0.023177454675643805;-0.009565862147718596;-0.02710570605190399;-0.02236973646811169;-0.014374552591612577;-0.021002092358244795;-0.016434849280217545;-0.034246932723065004;-0.018421005895335796;-0.014580950263868742;-0.017891860009380256;-0.018158891516166786;-0.013894106356763913;-0.018026662119478676;-0.018828323155970716;-0.021490478781674982;-0.014861991784288264;-0.018343568956431966;-0.014319313162576286;-0.0299313489047055;-0.02449733354356276;-0.02265961439466513;-0.025282658083230825;-0.015555134480879307;-0.01454100971390182;-0.031511326241247195;-0.021488614366675263;-0.015064584542657133;-0.014612541903648024;-0.023159093597560965;-0.02751915869905508;-0.014402860426781405;-0.014531372542009757;-0.02860576567284978;-0.0323165272858692;-0.01500670655997105;-0.014814837270110681;-0.025722596064863046;-0.020478307525156447;-0.014480929455349845;-0.013858375688960312;-0.02591124681802559 +72;-0.017899699681436454;-0.026523221034728373;-0.025045164763861427;-0.019408425750417235;-0.152122812297522;-0.08922102559895628;-0.1308338991417739;-0.08408314062358824;-0.09047979060613809;-0.10180635858778397;-0.15184233399478053;-0.10765756033667118;-0.04887955651299247;-0.07916437990372871;-0.025158461457946757;-0.018365435934164287;-0.021372739777542726;-0.00586314373180663;-0.03223664308806207;-0.021823824452483542;-0.02088851217619081;-0.02347960670195981;-0.013937865343918832;-0.014153942609400616;-0.02413058008043678;-0.0184503833395242;-0.023582352377475857;-0.008874535840156295;-0.028219957984233268;-0.022810320079277746;-0.01417859921538156;-0.02115190032711478;-0.016356125641384223;-0.03481992401663647;-0.0184469504980167;-0.014397139539186421;-0.017890716753387936;-0.018171490330555873;-0.013669542938197665;-0.018032474509581897;-0.018874725386507585;-0.02166218560044797;-0.014682414951665557;-0.0183655855252558;-0.014120094883973922;-0.03040506725039993;-0.02479314550990952;-0.022881764127548054;-0.026425526252537024;-0.015406213299541172;-0.014350583219172153;-0.03329872901078734;-0.022197796431473682;-0.014895849614945833;-0.014425112121596584;-0.024063087316606335;-0.02890304641145125;-0.014206616698088537;-0.014340541512817717;-0.030102863887288667;-0.03418119669580566;-0.014835601383913932;-0.014635825484415443;-0.026913728454846186;-0.02106670319181858;-0.014287977892265102;-0.013638823073578665;-0.027122947196032143 +73;-0.01838859513628277;-0.027792430766608422;-0.02613627681853825;-0.01988812286921471;-0.16702222931335053;-0.09524867161570638;-0.13677016836108624;-0.07733130202221306;-0.08485339865474906;-0.11237815476446666;-0.14809252523911032;-0.09511824154290971;-0.05199330287348913;-0.10795849052512119;-0.025826803848633118;-0.018534602317819004;-0.021774863129226718;-0.004799003391487311;-0.033202647104960015;-0.02212961735520369;-0.021102076992873142;-0.02392999989711808;-0.013547516575209473;-0.01396093938819365;-0.02473064388667101;-0.018607960549809066;-0.02397314022085384;-0.008188755594412456;-0.029254228540844363;-0.023232987023455776;-0.013988798383318457;-0.021341944280232505;-0.016295779075457872;-0.03546691640150801;-0.018501613170415654;-0.014220778531709444;-0.017915668104742988;-0.018211519309821345;-0.01344804775983044;-0.018065058705377446;-0.018951802297624276;-0.02187608218264736;-0.014509662106799492;-0.01841594207330033;-0.013926679159001809;-0.030945439125865448;-0.02514174693861393;-0.023150508800724;-0.028038966182584613;-0.015265888052204524;-0.014166385273454818;-0.03572689214655522;-0.023324258042685564;-0.014734599425101136;-0.014244086865494943;-0.025276949654514214;-0.030958105159160754;-0.014016257706372715;-0.014155915217776371;-0.032124538767929645;-0.03669710419986938;-0.014671845684886886;-0.014463708398408048;-0.02853597383201678;-0.02190085181673762;-0.014101105999061891;-0.01342374869950791;-0.028752526221413666 +74;-0.01887703784867245;-0.029047424944239397;-0.027223120223532016;-0.020378529851205585;-0.1592141122430366;-0.09302244879802912;-0.1296507378303149;-0.0702905914614127;-0.07781888304598494;-0.11044158709850005;-0.13533899323124432;-0.08394269200796689;-0.05185968465355617;-0.1153877725931467;-0.02672193532208067;-0.018837799776776798;-0.022349478410512935;-0.0037348986208813884;-0.034085424051229385;-0.02242543379966566;-0.021312144297530367;-0.02435908487668681;-0.013175007831753405;-0.013773380847723393;-0.025295114417006825;-0.018760586030117876;-0.024348575140571205;-0.007508040202917288;-0.030204577932138932;-0.023636220322766466;-0.013805026758145766;-0.02157849083953045;-0.016255984042353955;-0.03620118419583784;-0.01858910229882227;-0.014051988584727004;-0.01797033217966315;-0.01828284616397502;-0.013228914814951587;-0.018128159377412745;-0.019064028028205282;-0.02213880365562204;-0.014343613026599256;-0.01849867628326618;-0.013738876594905136;-0.03156398312621134;-0.025551803282535257;-0.023473319568059647;-0.030146339768458708;-0.015134228094961566;-0.013988248676309878;-0.038625793427153;-0.025246941081334517;-0.01458079122001088;-0.014069316230602924;-0.026532761060457766;-0.03412666889213267;-0.013831582585037694;-0.013977324119214263;-0.03444585438235981;-0.039635108950649256;-0.014515383200539356;-0.014298384514808582;-0.030407511343117033;-0.02287553020205535;-0.013920131978915062;-0.013212815622242191;-0.03054362713605774 +75;-0.019359264678029398;-0.03027752815469853;-0.028297005533055364;-0.020876012491904516;-0.1452435386570412;-0.08799521875251193;-0.11914514639652984;-0.06411860960226967;-0.07125734905672232;-0.1041581593731864;-0.12172605648051338;-0.07487296347788064;-0.050441019823178834;-0.11323644829510404;-0.028066186633734835;-0.01955148552354946;-0.023321010309741874;-0.002669828367330762;-0.034883273844172225;-0.022710065095630227;-0.02151781673433173;-0.024765206660904093;-0.012820953486454734;-0.01359105708526398;-0.025821705554570418;-0.018907236479342338;-0.024707298868577032;-0.006832280826691184;-0.031067606386297353;-0.024018390183285332;-0.013627206858958685;-0.021869727211987877;-0.01623966400504928;-0.03703968310839034;-0.01871484097328935;-0.013891013517942863;-0.018059500470067436;-0.018390584095581808;-0.013011299683096;-0.018226731188671685;-0.019217295914265353;-0.022459006622797206;-0.01418423294747373;-0.018619120294373515;-0.013556522895040057;-0.03227549760303772;-0.026034543559880774;-0.023859915139628818;-0.03269762130119447;-0.015011461236364099;-0.013816052210020358;-0.0420572033094051;-0.027639795033276293;-0.01443449021946197;-0.013900705295846638;-0.028044329566335957;-0.037966765521613155;-0.01365241856521271;-0.013804643435905817;-0.037207601203567364;-0.043101987196371816;-0.014366259197875708;-0.014139831859966812;-0.03265381802262812;-0.024076279322436944;-0.013744912308846668;-0.013005637789134106;-0.032685521600046785 +76;-0.019827366036599292;-0.0314689460881703;-0.029346361427385226;-0.021375167878766366;-0.13098054895067968;-0.082317670315875;-0.10862195754745296;-0.05889184327568553;-0.06552737009809917;-0.09682520021172336;-0.10947613609933682;-0.06756711856812059;-0.04855771680238763;-0.10740022823071493;-0.029463199225958858;-0.020342310372876815;-0.02435681247647148;-0.001603296472318494;-0.035594715321222825;-0.022982123604216254;-0.02171803681303186;-0.025146534442568313;-0.012486210342322224;-0.01341377179522607;-0.026307995655704408;-0.019046725481872695;-0.02504777540729486;-0.006161785414618981;-0.031840186609138676;-0.02437768514351868;-0.01345531413903256;-0.022226333885772664;-0.01625068128636764;-0.038004510546210346;-0.018885928257361906;-0.013738245082562273;-0.018189454126137816;-0.01854143085567239;-0.012794183921060132;-0.01836726658615362;-0.01941931405135988;-0.022847980268759782;-0.014031467924440433;-0.01878425538529127;-0.013379481020549644;-0.03309926240498906;-0.026604597046540945;-0.024322962798249526;-0.03577418401200361;-0.014897833328886056;-0.013649686235382541;-0.04615357884685101;-0.030490078490829076;-0.014295775381208298;-0.013738170843596409;-0.029951162058882375;-0.04245366545179108;-0.013478604381840675;-0.013637759953188056;-0.04055663839859025;-0.04724477064895627;-0.014224532352520303;-0.013988040789648437;-0.035405961028352584;-0.025590842644544365;-0.01357531501165643;-0.01280184246324434;-0.035327189360236044 +77;-0.02027035741140759;-0.03260291151877159;-0.0303551075981634;-0.021867977552971762;-0.11813640253523383;-0.07678849322003445;-0.0990830568937362;-0.05446993790211341;-0.060594901042543725;-0.0896654577652436;-0.09896000482710421;-0.061608439944519144;-0.046554188155455645;-0.10048267985323678;-0.030782213568176786;-0.02110594680765354;-0.025349734354788156;-0.0005367176251920291;-0.03621826524112004;-0.023239991411026395;-0.021911546882374733;-0.025500989731408463;-0.012171895519635045;-0.013241339879314085;-0.026751329943470292;-0.01917766863099235;-0.025368228068613385;-0.005497327139212915;-0.032519247497295733;-0.024712044475712958;-0.013289393587556653;-0.0226625299685268;-0.016294226942051848;-0.03912504671478989;-0.019111840213716924;-0.013594279485569682;-0.018368586353619598;-0.01874433119008012;-0.012576296448799651;-0.01855843851093275;-0.019680364866211608;-0.02332075023619229;-0.013885354208061251;-0.019003401678259868;-0.013207647007987378;-0.034060911727349596;-0.027281418597634;-0.024879314851349532;-0.0395833559276384;-0.014793684227741188;-0.013489069939309095;-0.051172690582387936;-0.03397864646436033;-0.01416478932592291;-0.013581663408221534;-0.03241290442312339;-0.047834697426675454;-0.013309997923447892;-0.01347658861400558;-0.044723058078482536;-0.052325271267045004;-0.014090321226335467;-0.013843049088614334;-0.03886465042120468;-0.02754779549121622;-0.013411232719063193;-0.012601036092741547;-0.03866713290277368 +78;-0.020672962680413853;-0.033653473527472055;-0.03130065162978979;-0.022342650222256344;-0.10698276240782545;-0.07166124234719784;-0.09069311608750841;-0.05069586565271611;-0.05633953062874131;-0.08306130151496371;-0.0900173193453273;-0.056666981900449054;-0.04456850314264971;-0.09352952464965791;-0.032032627476674236;-0.021846991736212296;-0.026306022456464184;0.0005227896418555922;-0.03675225135167892;-0.023481766150261096;-0.02209684475437368;-0.025826175487662528;-0.011879410536236312;-0.013073587307945944;-0.027148730003693;-0.019298444947997595;-0.02566657534126504;-0.004840195485122489;-0.03310159117439837;-0.025019090844185632;-0.013129587078284821;-0.023197734959782057;-0.016377446926008732;-0.04044132298822456;-0.019405549823437118;-0.013460009164093956;-0.018608397967528667;-0.019011535770345533;-0.012355986851312784;-0.018812128105109016;-0.020014517474552296;-0.023897832134297303;-0.013745919364178016;-0.019289320167193313;-0.013040959898426685;-0.03519538579951065;-0.028091544304716498;-0.025551969546014686;-0.044520727267155946;-0.01469948780206809;-0.01333415999624421;-0.057627914575239414;-0.03844469375243742;-0.01404176432713844;-0.013431178440239888;-0.03572340360933968;-0.054606504183416726;-0.01314647994220608;-0.013321080841294464;-0.05015275158103938;-0.05886637368402381;-0.013963828583254845;-0.01370495989987286;-0.04340998479023783;-0.030178170934201498;-0.013252589278178517;-0.012402786275249378;-0.04308049816271353 +79;-0.021014112037173183;-0.034584951057244906;-0.03215152351471984;-0.02278213470695878;-0.10074816344990656;-0.06931373610542879;-0.08657202100552186;-0.049110179878917304;-0.05434631019910041;-0.08021529157242524;-0.08499149492594005;-0.05472050510285098;-0.044108469063893097;-0.08974547775517716;-0.03321012136073431;-0.022562324366123043;-0.027222057915411657;0.0015890313633678543;-0.03719465156599089;-0.023705204146113656;-0.022272135068544863;-0.0261193059982332;-0.011610471880795448;-0.012910349700499202;-0.02749680882851324;-0.019407154791750703;-0.025940365597742154;-0.004192246783459863;-0.03358373379684121;-0.025296063094168764;-0.012976180758104361;-0.023859335984376395;-0.0165105007074009;-0.04200956418048829;-0.019785404716450516;-0.013336780235812418;-0.01892516973078262;-0.019360378269155376;-0.012131008038782198;-0.019145150204879613;-0.020441657736934182;-0.024608148677857322;-0.013613302177459374;-0.01966006093352779;-0.012879419304113737;-0.0365517964895854;-0.029072326792345837;-0.026373326576828893;-0.051241770199762726;-0.01461582312723042;-0.013184942616628392;-0.0663427817685267;-0.044433717983977106;-0.013927002017620316;-0.013286746475999811;-0.040416855114611794;-0.06351737036038618;-0.012987949902282692;-0.013171216842711608;-0.05758956080769573;-0.06770807636285969;-0.013845322159619311;-0.0135739270018147;-0.04969371352213581;-0.03390664830659751;-0.013099333337390995;-0.012206635616698769;-0.04921838085648633 +80;-0.021267604872945434;-0.03535430267111672;-0.032869181573976336;-0.023164467681827672;-0.0993110303950473;-0.07007669189163845;-0.08684574338741258;-0.05001613938857874;-0.05489438413832315;-0.08142233169594526;-0.08390391529783403;-0.056078083555190616;-0.04554981826017168;-0.08943722670249121;-0.03430933713554585;-0.02324790472704774;-0.02809320117958114;0.002640388391997206;-0.03754295557602383;-0.023907661852165196;-0.022435277150341548;-0.0263771383741771;-0.011367146948520368;-0.01275147286190137;-0.027791691526656503;-0.01950157506733019;-0.0261867116260055;-0.003555946471318183;-0.03396176572078935;-0.025539750101833736;-0.012838528072400823;-0.0247122245827176;-0.016728887724547947;-0.04396031933371347;-0.020300586903208018;-0.013236867115177242;-0.01935412950855797;-0.01983364654980946;-0.011907383910618519;-0.01960288030263535;-0.021011257511609482;-0.02552375506602922;-0.01349545219994086;-0.020157420779285173;-0.012730083971753015;-0.0382248825024345;-0.030307893919268913;-0.02741841455298255;-0.0611694722345284;-0.014543404314620645;-0.013041439117066567;-0.07914633530529791;-0.05312918052888582;-0.013820891656986412;-0.013148440433540465;-0.047615367239210116;-0.07626704483994362;-0.012834328244927695;-0.013027010950400708;-0.06865400617196449;-0.0807164820245776;-0.01373515166619943;-0.013450166924095397;-0.059115619731822555;-0.03961435472599972;-0.01295144255930869;-0.01201209082890431;-0.05847437477037687 +81;-0.021399153061550935;-0.03590462229620539;-0.03340227481153879;-0.02345979988259761;-0.09612083126823512;-0.06949187035224091;-0.08528030902480999;-0.05011381143679983;-0.054624296327411725;-0.08068216211575363;-0.0816088363292784;-0.05632069482902158;-0.046136581991068404;-0.08740970627842781;-0.03532560009199681;-0.023899540985520495;-0.02891491905594057;0.0036773589234340154;-0.03779404850757562;-0.024086037658566095;-0.02258373105345224;-0.026595907902341898;-0.01115189199713229;-0.012596814744812557;-0.028028943536889894;-0.019579113394514902;-0.02640222721377894;-0.002934383529969775;-0.03423123020511132;-0.02574642791185;-0.012875093896181689;-0.026168815024141256;-0.01739235110278803;-0.04701773493576167;-0.0213328221118827;-0.013342972093079775;-0.02009020645276527;-0.020729507610289577;-0.01185045747857516;-0.02054169332237077;-0.02206964435654757;-0.027138054238341258;-0.013547917522698683;-0.021043784588970382;-0.012717951699819041;-0.04054566774193913;-0.03227078712435172;-0.02913870808812513;-0.07767425966422103;-0.01448323263454987;-0.012903742284530617;-0.10034902918742805;-0.06726126291875523;-0.01372401180269689;-0.013016421698083258;-0.06009459137687556;-0.09672925502974872;-0.012685573192005029;-0.012888546653526234;-0.0872192905013165;-0.10229631274670914;-0.013633843763734443;-0.013334031177936634;-0.07505082732913726;-0.04947675700691456;-0.012808951541175562;-0.011818551813878253;-0.07423042596173768 +82;-0.02136819446273397;-0.03616898141121516;-0.03368974944054348;-0.023631495768263955;-0.09200298874006307;-0.06802904211887273;-0.08261206327735326;-0.049634108770877594;-0.053787316528405515;-0.0787177718647818;-0.07862385569478292;-0.055777717230410584;-0.046099858884974365;-0.08438865645511573;-0.03625440059833518;-0.024512662516359196;-0.029682467234073417;0.004691504623077991;-0.037944187504786786;-0.02423674120819519;-0.022714522673554338;-0.02677130387394966;-0.010967572769258638;-0.012446241329793661;-0.02820355202301905;-0.019636779656380554;-0.026582998708822858;-0.00233128492626844;-0.03438709146613217;-0.025911834941096945;-0.012991026803033545;-0.02785310904122773;-0.018248416251126498;-0.050334258929436215;-0.022577027209698564;-0.013542292005673362;-0.0209521524763554;-0.0217989048354712;-0.011870015760309771;-0.021679769348662115;-0.02332525591359591;-0.02901424658848284;-0.013652489344816221;-0.02208829559749681;-0.01276878100807144;-0.04301805219714172;-0.03447594185518521;-0.031099925510787108;-0.11064084801690832;-0.01443644809424871;-0.012771977155565217;-0.14265759226253438;-0.09446838911965183;-0.013637026721496914;-0.01289089096490681;-0.0863946862876126;-0.1358008126858392;-0.012541661835790974;-0.012755938746408901;-0.1248447307322802;-0.14546853684698502;-0.013542004738292368;-0.013225930989139822;-0.10762578006561996;-0.07010772971672297;-0.012671921273923026;-0.011625388533621717;-0.10671673878685106 +83;-0.02112688698866494;-0.03606791017030764;-0.033658477105909634;-0.02363463862844628;-0.08751101124853022;-0.06604846904760908;-0.07937075042209774;-0.04877380192110814;-0.052591587537323736;-0.07606427331268817;-0.07532003189287217;-0.05472530203538728;-0.04563512225825894;-0.08087999403288348;-0.037091049581576385;-0.025082149940317988;-0.030390667254580617;0.005675948968247635;-0.03799095784006101;-0.024356379628852176;-0.022824757596772383;-0.02689942521677957;-0.010817054228115852;-0.01229962488383407;-0.02831115159295905;-0.01967164068578242;-0.02672543097209057;-0.0017536728802245438;-0.03442570031297221;-0.02603207600725832;-0.013112978235255479;-0.02952770714080155;-0.01911771509490756;-0.053412628758798375;-0.023829952241656294;-0.0137495491397166;-0.021833154398640975;-0.0228821821835421;-0.01189061253430368;-0.022829244870242738;-0.024589853382119164;-0.030869463479223702;-0.013738481745318998;-0.02314797894259324;-0.01282490418304194;-0.0453846049769433;-0.03662865936878701;-0.033032129508427044;-0.16571797250485143;-0.014404574440938012;-0.012646359164243393;-0.2131125773944189;-0.1348650390034869;-0.013560849397528107;-0.01277216188568131;-0.13681260577792154;-0.1929691589644047;-0.012402617222410317;-0.012629389358361554;-0.19024670825894163;-0.21782556350117854;-0.013460472854418981;-0.013126452707751923;-0.16554814616160973;-0.10881215211596151;-0.012540483968369376;-0.011431829715313313;-0.16576175629111822 +84;-0.02062845732647811;-0.03552425419341221;-0.03323626380474409;-0.023422858469537955;-0.08296161118515433;-0.06378516186813599;-0.07588228683579268;-0.047668542253369806;-0.05117783670735809;-0.07306172240597997;-0.07192057390929674;-0.053352337474617206;-0.04488017598831506;-0.07718954795278088;-0.03782980703397065;-0.025601863104921296;-0.031033289562084176;0.006614962673962332;-0.03792853293402043;-0.024440133028553968;-0.022910383696535863;-0.026974536130436766;-0.01070404460300356;-0.012156852397035678;-0.02834515060856302;-0.01967975378468423;-0.026824246651125483;-0.0012067642172515214;-0.03434003416831666;-0.02610150251957699;-0.013242279499906306;-0.03120821035212118;-0.0200079559393187;-0.05630118009990781;-0.025102871302239427;-0.01396666506041866;-0.0227406503976344;-0.023988836608509922;-0.01191297633462951;-0.024000366955114094;-0.025874740460474444;-0.032721395903485995;-0.013806965527134674;-0.0242320311799753;-0.01288723179513629;-0.047674619666526086;-0.03875093554736786;-0.034954047681651446;-0.11581411120297469;-0.014389565846025798;-0.012527202245920188;-0.1470765405595762;-0.08547647119797319;-0.013496668742467577;-0.012660671665663426;-0.10840586274653008;-0.1198517490065707;-0.012268511755759048;-0.012509195724383027;-0.136732606893053;-0.15097841201699658;-0.013390343342841504;-0.013036375676894307;-0.12202398992510122;-0.08548990689516978;-0.012414849084102508;-0.011236949519964012;-0.12446130514949916 +85;-0.019831915057745064;-0.034469764977543615;-0.032357922578446496;-0.02295219927506298;-0.07852828769249176;-0.061390172839391965;-0.07234196473169452;-0.04641151059204751;-0.04964067602874156;-0.069921439664975;-0.068555923755804;-0.05178698140927107;-0.04393191259831908;-0.07349686374275066;-0.038464292265524724;-0.026064812980823193;-0.03160332214023853;0.007492389170500768;-0.03775142371746587;-0.024482979702145302;-0.022967097517740953;-0.026990799600473236;-0.010632436918830868;-0.012017817784522045;-0.028298981673486656;-0.01965695960413183;-0.026874013276402042;-0.000697343255641858;-0.034123445101477135;-0.02611434674373969;-0.013378215361376178;-0.03287638908137214;-0.020912821969023776;-0.05895458725854952;-0.02638459844406027;-0.01419275654353469;-0.023669927247188527;-0.025110792272261317;-0.011935881663469594;-0.025183622019260943;-0.027168913030045427;-0.034547808575778216;-0.013859096320773645;-0.025333018223741677;-0.01295526915375067;-0.04985755051584029;-0.04081506493728315;-0.03684238801004791;-0.05807971065283235;-0.01439394263928162;-0.012414947425704703;-0.07324977717696823;-0.037565574090283826;-0.013446035069339946;-0.012557017626628086;-0.06167361210184574;-0.052114719698927336;-0.012139480200454633;-0.012395777694367949;-0.07076387170327192;-0.07558962430852967;-0.013333047759733097;-0.012956730993900711;-0.06469369675014658;-0.0487317150863964;-0.012295325174100924;-0.011039616673567787;-0.06716229484792402 +86;-0.018713654088420073;-0.032864665481294075;-0.030983070764135645;-0.02219174611460084;-0.07430052857351854;-0.058959717935019196;-0.06886390089584338;-0.04506692973465287;-0.04804374160924185;-0.0667725592543873;-0.06529970561509302;-0.05011616166180155;-0.04285883186816575;-0.06990408324366593;-0.03898651156265309;-0.02646260220257357;-0.03209225542026983;0.008291421718256253;-0.03745567739611544;-0.024480244620623814;-0.022990775870290303;-0.02694299320561644;-0.010605849961277114;-0.011882420148575878;-0.028166985716077786;-0.019599290578343087;-0.026869784806233366;-0.0002376334967626459;-0.03377092407869631;-0.026065410581317616;-0.013520494360620638;-0.03453793600576405;-0.02183442891052767;-0.06140204326721843;-0.027678896436771572;-0.014427804203373196;-0.024624470926481346;-0.02625167249435556;-0.011958325673219417;-0.026382491151471843;-0.028476461294888678;-0.03635481332268298;-0.013895657110725823;-0.026454725969172088;-0.013028686080042595;-0.05194956490393743;-0.04283021061254666;-0.0387043125697446;-0.03647962826037143;-0.01442100434000615;-0.012310208427552816;-0.046026356985359396;-0.02042398048292493;-0.013410995068311227;-0.01246201541215397;-0.042668903160062444;-0.028364096211006773;-0.012015740606534875;-0.01228972163558062;-0.045771667316716336;-0.04774041209509283;-0.013290479399157729;-0.01288889466790244;-0.04255498836803562;-0.03380898391400455;-0.012182354816635765;-0.010838413364930854;-0.04477696010497123 +87;-0.017278819077256813;-0.03071635246344817;-0.029113563535497988;-0.021134823704224814;-0.07031847173619421;-0.05655375256339279;-0.06551149802335066;-0.04367880385886891;-0.04642940440333665;-0.06369145774034313;-0.06219042808012709;-0.04839830425617797;-0.041709232332311386;-0.0664656527447709;-0.039386823047194985;-0.026785336253950298;-0.03249001511943739;0.00898661305112125;-0.037033546969611475;-0.024425559650331774;-0.02297587998499928;-0.026823775453995502;-0.010628832186203585;-0.011750577430208686;-0.02794097291601494;-0.019501567935953368;-0.026804643250677662;0.00016490514431755088;-0.03327364831434032;-0.025947466763845517;-0.013668054565613597;-0.036185079447307755;-0.022769284724708294;-0.06363783442170434;-0.028980500136487564;-0.014670712613075843;-0.025602675526445795;-0.027407924142612394;-0.011978582013047134;-0.027592479816190618;-0.02979244843962836;-0.03813286743806765;-0.013917565365387796;-0.027594093511373208;-0.013106630844566647;-0.05394339837777484;-0.044786200122935105;-0.04053047173168767;-0.026100464097248866;-0.014475158074227501;-0.012213842588377988;-0.03302955617568459;-0.012361363857901875;-0.013394300525145786;-0.012376789378213626;-0.033136816950260606;-0.017287071146048882;-0.011897627002762867;-0.012191848706548436;-0.033681046124357295;-0.03443160052343863;-0.013265187305159243;-0.012834731961382628;-0.031743501817622866;-0.026329232062213492;-0.012076569005748272;-0.01063150916274358;-0.03377900253897281 +88;-0.01556608083212252;-0.02808737125058003;-0.026801571325764106;-0.019805242189861794;-0.06659567398676902;-0.0542098572898273;-0.0623186628574528;-0.04227804975035809;-0.04482647744264168;-0.06072286480328293;-0.05924657272111178;-0.046673506530263476;-0.040518114890277346;-0.06320874114814923;-0.039654157486960884;-0.027021707972953335;-0.03278510265026191;0.009552718890739054;-0.03648007343177406;-0.02431343114011586;-0.02291745001887313;-0.02662712992610894;-0.010705154802266525;-0.011622206215631481;-0.027614556683964064;-0.019359199961591855;-0.026672780626696202;0.0004966064876514853;-0.032625730224898675;-0.025754541050011737;-0.013819138407873854;-0.03780850002736269;-0.023712280768837468;-0.0656580749613751;-0.030282431778136054;-0.014919568889072421;-0.026601605252122962;-0.02857441492799273;-0.0119942254872627;-0.02880741766604955;-0.031110273424869828;-0.039871006055848035;-0.013925837052193524;-0.028746537751568768;-0.013187703679599316;-0.05583152227441612;-0.0466719787416765;-0.04231024564148633;-0.02004564650077656;-0.014561799252174712;-0.0121266353302949;-0.025476706272035354;-0.0077259819564017285;-0.01339935866066111;-0.012302495070888542;-0.027399567460461016;-0.01094391594355515;-0.0117854660344352;-0.01210302341704561;-0.026591333636604153;-0.02668991526665776;-0.013260167769993059;-0.012796320266224681;-0.02536142319665924;-0.021826136431651655;-0.01197870010378832;-0.010416296134368563;-0.02725771254669329 +89;-0.013644504835888638;-0.025090683594539698;-0.024146203639572983;-0.01825681271266344;-0.06312949527312073;-0.051949877562961655;-0.059299938152090226;-0.040885692661860595;-0.04325373069595728;-0.05789012970123175;-0.05647355994843317;-0.044968275564838844;-0.03931020604603863;-0.060142870509931834;-0.03977889334646867;-0.027160786917927116;-0.0329668200780846;0.009959674965971388;-0.03578980808695431;-0.02413805401363489;-0.02281018705911264;-0.026346752983505084;-0.010838476999750712;-0.011497245742029039;-0.027181116560615726;-0.01916739744100826;-0.026468048750978745;0.0007448886070088312;-0.031820923341505436;-0.025480387524656978;-0.013971149096118518;-0.039398032096984226;-0.024656774427837647;-0.06746190898583948;-0.03157636025988464;-0.015171491819534477;-0.027617137489926114;-0.029744691296505366;-0.012002016030991047;-0.030019745784988228;-0.03242205399992204;-0.0415576564162814;-0.013921198566729132;-0.029906206297868332;-0.013269831149659517;-0.05760743146282632;-0.04847667310120829;-0.04403264534910045;-0.01677586434528555;-0.014757099527205497;-0.012128171803744259;-0.02133791813485031;-0.0048150713003964896;-0.013470031577321517;-0.01231370469639037;-0.024455967318601113;-0.0070875423367675605;-0.01171109669867687;-0.01207565207702399;-0.022692837246909736;-0.022563271849034505;-0.013351276399296008;-0.012856804640512642;-0.021999156930821995;-0.01984416954177104;-0.011916346525761012;-0.010248855065229545;-0.023848909594147427 +90;-0.01160265322705123;-0.021871810036539596;-0.021277862772460576;-0.016564979830195004;-0.05990732007398791;-0.04978434092799411;-0.05645692204316077;-0.03951504097342817;-0.04172225941672569;-0.05520190089179722;-0.05386809116506153;-0.04329876113015474;-0.03810207363473039;-0.05726596104196413;-0.03974355838801147;-0.02718638401057194;-0.03301817256145201;0.010172918756484295;-0.03495648180167432;-0.023893153476074236;-0.022648312873218;-0.025975857844349193;-0.011032261818102462;-0.011375634449954042;-0.02663352983700995;-0.018921040972314618;-0.026183783938065197;0.0008949588495471561;-0.03085213030386269;-0.02511829636012286;-0.0141202797676383;-0.040939920338583846;-0.025593134039159082;-0.06904484680302736;-0.032850570136240265;-0.015422154041902392;-0.028642595373093993;-0.030909251884090327;-0.01199760855512677;-0.031218657333800026;-0.03371659486379497;-0.04317754559798925;-0.013904381400298371;-0.031064307441935002;-0.013349987182163847;-0.05926118350309073;-0.05018586976054462;-0.04568307410447536;-0.01584924885312078;-0.015128392006766633;-0.01231706297866797;-0.019994787203082343;-0.002852869094052135;-0.013644061926899376;-0.012500480696975513;-0.024154817039585996;-0.004761193414107856;-0.011713746553380089;-0.012172744802224411;-0.02145022897648241;-0.021510528690731334;-0.013619705722204056;-0.013112068491503592;-0.021320246490367012;-0.020520610173443865;-0.011921050780065778;-0.010215465340895014;-0.02325161916306917 +91;-0.009531372040571862;-0.018580562906429954;-0.018332676236290313;-0.014811663158200483;-0.05691459642100605;-0.047718979231469394;-0.053786697506175596;-0.03817584004161323;-0.04023972381362628;-0.05266097462192132;-0.05142430634367945;-0.04167632912412178;-0.03690636933100011;-0.054572234705088096;-0.03953628976685786;-0.027085346967368418;-0.032926212207115;0.010157730763040607;-0.03397688048437586;-0.0235737607079467;-0.02242700333517278;-0.02550945525226256;-0.011288564390122158;-0.011257336841975496;-0.025966997566640337;-0.018616027633784782;-0.02581486161107205;0.0009331941698788038;-0.029715598582413127;-0.024663294135113922;-0.014260988086571391;-0.042414138320371775;-0.026507051988253982;-0.0703938783827236;-0.03408779236917603;-0.015665116174759408;-0.02966710587903476;-0.03205361025858955;-0.011975153144541562;-0.03238806155936236;-0.034977212432702354;-0.04470879844762066;-0.01387620082466201;-0.03220721064302845;-0.013423790015171244;-0.060775645124888644;-0.051778310916287484;-0.04724032152608393;-0.015110104116625944;-0.015511218450491526;-0.012516618288620718;-0.0189351472885404;-0.0012969092683099426;-0.01382724568924254;-0.012697697781190342;-0.023839649053528866;-0.0029345482662193056;-0.011722587124115114;-0.01227824400215538;-0.02045963244138216;-0.020659018700891485;-0.01389940819904778;-0.013378853151877701;-0.02074539061877001;-0.02095222481283443;-0.011931918768502747;-0.010187810047221024;-0.022725541826928763 +92;-0.007508495935057091;-0.015345972052081214;-0.015429365599937794;-0.01307074793239904;-0.05413365322335073;-0.04575411220989367;-0.051281083028432484;-0.03687357007669356;-0.03880970006053852;-0.050263709585146144;-0.04913292501720212;-0.04010683172886331;-0.03573106873325016;-0.052051415694206016;-0.039137484146498425;-0.026839265452954342;-0.03267173199718676;0.009878265475465442;-0.032848926111333165;-0.02317551834033904;-0.02214185316779882;-0.02494340190819111;-0.011608353607690303;-0.011142319628228758;-0.0251778095966928;-0.01824879344926189;-0.025356851986732654;0.0008453718496800322;-0.028408870391070096;-0.024111239937717688;-0.01438522205700199;-0.04379090918862061;-0.027377220105488043;-0.07148216651644534;-0.03526229134436498;-0.01589084869909696;-0.030673264591431604;-0.03315563094713436;-0.011926722150584768;-0.0335038212170613;-0.03617880239246363;-0.046119249123623085;-0.013837377885506319;-0.03331381547957335;-0.01348490324374585;-0.06212199132485163;-0.053221808940579596;-0.04867276060660619;-0.014443178820386704;-0.01589349025461928;-0.012715497870062764;-0.018008421318641776;-1.1461058289308212e-05;-0.01401295224134147;-0.012894681233062366;-0.02343795400614157;-0.0014384789688020039;-0.011733192296191852;-0.012384757991028117;-0.019583252122700623;-0.019870248138329716;-0.014179073023966593;-0.01364498935680225;-0.020171179829262975;-0.021115132303319628;-0.011945074271999756;-0.010158318552403234;-0.022172379749566096 +93;-0.005590191276882539;-0.012262152356841804;-0.012655847247590168;-0.01139903388486041;-0.051546988149170136;-0.043887679502506716;-0.04893030291503031;-0.03561149209739778;-0.03743373687628826;-0.048003976506907575;-0.04698392035455612;-0.038593311712840306;-0.03458160226204643;-0.049692129326725176;-0.03853297800602817;-0.026433114358858534;-0.032239699478822326;0.00930012930321289;-0.031572640135539176;-0.02269522820231651;-0.021789339964513044;-0.024275059861229575;-0.011991019748090581;-0.01103057387380768;-0.024264100200747096;-0.017816737775342206;-0.024806635927287157;0.0006186532276036827;-0.026931745364273896;-0.023459465167016358;-0.014481321532048952;-0.045026181370754426;-0.028172185364852664;-0.07226292754891461;-0.036335990812083496;-0.01608534635005343;-0.03163388990987026;-0.03418192244670193;-0.011841521424913237;-0.03453005060719416;-0.03728392501234579;-0.047361716327722236;-0.01378846195950345;-0.03435197214301877;-0.013524180041377232;-0.06325415293635106;-0.05446810998215956;-0.04993349217686327;-0.013832697216425105;-0.01627523573483236;-0.012913545712824881;-0.01718433630570404;0.0010587205527684551;-0.014201307472466729;-0.013091316400354991;-0.022979427922071416;-0.0001809118018827327;-0.011745508329036092;-0.012492231755416805;-0.018796207275752597;-0.01913343721813021;-0.014458665726430286;-0.013910366744186442;-0.019602836592677475;-0.02108340691824928;-0.01196050598514864;-0.01012661482284205;-0.021605801757683674 +94;-0.003810611189338786;-0.009387341317090181;-0.010067623954244098;-0.009834024539207453;-0.04913773917180819;-0.042116021484423394;-0.046723795631228526;-0.034391183232052924;-0.036111887988256264;-0.04587414997143058;-0.0449670292920461;-0.03713674234167774;-0.03346141568685157;-0.04748259430198165;-0.03770630590439272;-0.025850429475645642;-0.031613272148517835;0.008393439592306429;-0.03015098734693389;-0.022131388348829217;-0.021367294036941376;-0.02350392223355402;-0.012433978459441386;-0.010922112161808828;-0.02322655613233926;-0.017318651927128892;-0.024162996309203377;0.00023805100124585366;-0.025287166324124977;-0.0227073846889998;-0.014534403428840159;-0.046067862241616186;-0.028852845549288686;-0.07268382130810402;-0.03726260962197592;-0.016230601980832704;-0.03251435267516056;-0.0350911449461635;-0.011706533570604583;-0.03542276260559318;-0.03824698029243789;-0.04838114039636743;-0.013730091227722951;-0.03528165873569056;-0.013529940587862832;-0.06411946473166519;-0.055461713638231824;-0.050967939554441566;-0.013267424818730555;-0.0166562143304958;-0.013110318947176625;-0.016441670549884435;0.00197452769946882;-0.014392188890216095;-0.013287207650505062;-0.022483793000126262;0.0008833589542960318;-0.011759318299906507;-0.012600374427429228;-0.01808092206158851;-0.01844049060801889;-0.014737865624937285;-0.014174583591415546;-0.01904330972156254;-0.020908092451992877;-0.011978040954118807;-0.010092174136483223;-0.021034457849057553 +95;-0.002190518137666686;-0.006752207221770501;-0.007693902123365071;-0.008396079001691481;-0.04689013609017323;-0.04043460669630061;-0.04465094389676927;-0.033213074980398494;-0.03484323709162873;-0.04386598154305332;-0.043072232919571185;-0.03573673321542681;-0.03237255344658396;-0.0454112524671515;-0.03664359796315764;-0.025076726753845868;-0.03077781137340163;0.0071359671098809585;-0.0285902385081529;-0.02148452427063674;-0.020875211035857655;-0.022631963372006236;-0.012932464677222422;-0.010816965677654666;-0.022068771772860263;-0.016754988546182625;-0.02342696883926032;-0.0002846883337743744;-0.02348157333486678;-0.021856841826659812;-0.01452323753415552;-0.04683533995748368;-0.02936094347081264;-0.07265070615019242;-0.03797184725149272;-0.016300557531223836;-0.03326053238469906;-0.03581989388269324;-0.011504171298075017;-0.03611516030065598;-0.03899815320902267;-0.04909240039929519;-0.013662929836560034;-0.036041016037072104;-0.013485594064462259;-0.06462902446498497;-0.056114127780392264;-0.05169058157111861;-0.012739055838937086;-0.01703509050801255;-0.013304764239945532;-0.015764973896346124;0.0027673818653541904;-0.01458500540984109;-0.013481369699922974;-0.021964529240299457;0.0018066453790733794;-0.011774249557167993;-0.01270854919534603;-0.017424497923143933;-0.01778511557442153;-0.015015559877609164;-0.014436458324640133;-0.018494203064892245;-0.020625502592583445;-0.011997365110538949;-0.010054230925366836;-0.02046392368328731 +96;-0.0007035433326152418;-0.004346033060598664;-0.005530420973498096;-0.007088707491386126;-0.04478896220217732;-0.03883786394503552;-0.042700732089670845;-0.032076320507838485;-0.0336257680146852;-0.041970350667863254;-0.0412894274213087;-0.034391378866981404;-0.0313155478874898;-0.04346642485851815;-0.03533562618236297;-0.024101270940773523;-0.029722764872215368;0.005516433559193956;-0.02690015350010011;-0.020757428567916625;-0.020314495768081198;-0.02166386866319292;-0.013479462750274118;-0.01071520026580286;-0.02079745294404689;-0.01612805332319467;-0.022602089538625414;-0.0009819647076443339;-0.021525054599588866;-0.020912335458761255;-0.014422499523086163;-0.04723574036079525;-0.029627314463901433;-0.07206051845901196;-0.038381230025304136;-0.016263811701524133;-0.03380633991893367;-0.0362925972181376;-0.011214867303908305;-0.03652838646943879;-0.03945526816996581;-0.049398547715248986;-0.013587409949908924;-0.03655590329218383;-0.01337137594597504;-0.06468281025246836;-0.056325475844638095;-0.05200405901410976;-0.012241270480688904;-0.017410282376453035;-0.013495595232448476;-0.01514266229780703;0.003461702744213202;-0.01477898392148047;-0.01367259179003999;-0.021431013338046423;0.0026143608192281675;-0.011789820997549105;-0.012815946610424067;-0.016817185078968677;-0.017162291186342493;-0.015290397293243219;-0.014694563477227307;-0.017956292102497162;-0.020262020455473317;-0.012018063033691462;-0.010011867986794654;-0.019897802344189808 +97;0.0005936781270601266;-0.0021820549303055436;-0.003580052000019762;-0.005908435207211182;-0.042821403524904156;-0.037321034908331274;-0.04086384245855146;-0.030980293107128576;-0.032457803035307764;-0.04017952256734403;-0.03961002203308417;-0.0330991574181998;-0.03029097365431821;-0.041638186483002215;-0.03377956049517539;-0.022918667945742488;-0.02844333419211109;0.003537709931750399;-0.02509391541238104;-0.019955259631604827;-0.01968859270748191;-0.020607088356180192;-0.014065814868236659;-0.01061692119498181;-0.01942240928294381;-0.015442079898436711;-0.0216944849358085;-0.0018298536777845431;-0.019431224241141853;-0.019881074855167657;-0.0142013342116456;-0.04715168877401199;-0.02956542632312309;-0.07077958367606363;-0.03838681561949975;-0.016081591634768744;-0.03406595585009975;-0.03641293738256213;-0.010816419728335358;-0.0365628455983531;-0.039514166937739015;-0.04917775096006838;-0.013504018416208963;-0.03673123322795235;-0.013163282796538667;-0.064151325456822;-0.05596902954825733;-0.05178525401028078;-0.011769014451385562;-0.01778053827342707;-0.01368159635803301;-0.014565805385704733;0.004074410033936382;-0.014973418078390699;-0.01385973353608061;-0.02088955728268216;0.003326459128994097;-0.011805516953792283;-0.012921756709413534;-0.01625142151207082;-0.016567784105854688;-0.01556119718030069;-0.014947621340362982;-0.017429649091720956;-0.01983652109326184;-0.012039685018589541;-0.00996413618939851;-0.019338177538113843 +98;0.001951022557524995;-0.00025001107991928784;-0.0019204159204007087;-0.005065612143611453;-0.04097445713835701;-0.03587814836481762;-0.03913010318050625;-0.029922997327818113;-0.03133646438307891;-0.038484561640421466;-0.038024908666691504;-0.03185690735634883;-0.029297858127042664;-0.03991602785927517;-0.03198022490940633;-0.02153001805286392;-0.0269417056500032;0.0011939371688536315;-0.023187776256953008;-0.01908546246706111;-0.01900296747351926;-0.01947167739502742;-0.014680530381451673;-0.010522285361417083;-0.017956298306206264;-0.014703159022766865;-0.020712765728571947;-0.0028258244915098096;-0.017216790779533753;-0.01877282503558031;-0.013827549762178704;-0.04645949654117221;-0.02908296005045563;-0.068673391437436;-0.03787787168376511;-0.015712726561982526;-0.03394389055533509;-0.036076515419362076;-0.010288219697534906;-0.036111871416419694;-0.03906322545986729;-0.04830322162137479;-0.013413308269117241;-0.03646315821891588;-0.012836373359593534;-0.0628996248883269;-0.05491334412211191;-0.05090564825240462;-0.011318311261126146;-0.018143917604604543;-0.013861085959385955;-0.014027364460651226;0.004620513769433399;-0.015167234187379863;-0.01404120319437041;-0.020344858193297455;0.003961352016652375;-0.01182065600763571;-0.01302486693383531;-0.01572118630703323;-0.015998150271860467;-0.01582622723100502;-0.015193803552802976;-0.016914175313233137;-0.019363684105909496;-0.01206162606107486;-0.009909863077126158;-0.018786468331350337 +99;0.003431292063568403;0.0014837380836058012;-0.0005555505429419849;-0.004608609741895364;-0.03923720872399006;-0.03450417541520312;-0.03749097883215713;-0.028902839499098443;-0.03025936633562787;-0.03687798015355681;-0.03652638692757537;-0.03066207109043284;-0.02833549861006812;-0.03829108188935648;-0.02995185381770038;-0.019944437059710163;-0.02522869496879432;-0.0013803836247003876;-0.021200418244074593;-0.018157498312949105;-0.018264922389204186;-0.018269912782175268;-0.015311286412705849;-0.01043152010280779;-0.01641411966214612;-0.013919012108115192;-0.019667711158559698;-0.003955366105001357;-0.014900826078171114;-0.017599534220055002;-0.0132732534554596;-0.04504862961597644;-0.028096112471564627;-0.06563207311131891;-0.03675383807304633;-0.015120429794767132;-0.03334779232225671;-0.0351860532112771;-0.0096162016813377;-0.03507784545683701;-0.038000121796366804;-0.04666394223605552;-0.01331565439300375;-0.035653822368196586;-0.012369214475171253;-0.06080970620496817;-0.053044097115343636;-0.049252174066739984;-0.01088592111413944;-0.018497977638297858;-0.01403198130369332;-0.01352172325469092;0.005110565453082083;-0.015359035307185298;-0.014215019683490704;-0.019800157352651837;0.004531419916756985;-0.011834384927711605;-0.013123880170763602;-0.01522163948727151;-0.015450462897603323;-0.016083313834577506;-0.01543083471665696;-0.016409519841773523;-0.018854396595535228;-0.012083117663346021;-0.00984766141848703;-0.018243434830969907 +100;0.004806482704592607;0.0030629606782155427;0.0006925900628036441;-0.004175556019459847;-0.037599728107651664;-0.03319422940483463;-0.03593852169077638;-0.02791803290619632;-0.029224028857789408;-0.03535269021899756;-0.03510732057044219;-0.02951192933650737;-0.027402877853820007;-0.03675514616583131;-0.0277185839449281;-0.018179601230540188;-0.023324298360897;-0.004285867698812229;-0.019152082494628297;-0.017182399962972106;-0.017483254970279027;-0.017015715883383242;-0.01594507434069725;-0.010344952603296154;-0.014812498796116014;-0.013098623739622894;-0.0185717647914585;-0.0051987328632636665;-0.012503793329705637;-0.0163747699994643;-0.012523238959305294;-0.04285314706350318;-0.02655225454452692;-0.061610401256871006;-0.03495168799091286;-0.014282688902877094;-0.032210659577686096;-0.033676581018785345;-0.008799205721579106;-0.03339833357767019;-0.03625924170295014;-0.0441976068501031;-0.013211408238924527;-0.03423617059835071;-0.011750465071197036;-0.057817168879790826;-0.05029909388850684;-0.046760694828900995;-0.010468916829479147;-0.01883975037653829;-0.01419176506829567;-0.013044212193784599;0.0055517829795910245;-0.015547066467423543;-0.01437877904513929;-0.019257343569633933;0.005045077129647191;-0.011845654753882107;-0.013217082841857408;-0.014748751093881962;-0.014921960899731745;-0.016329810853690896;-0.015655960887732467;-0.015914915096618687;-0.01831614326904729;-0.012103203148244202;-0.009775913109894008;-0.017709106717195278 +101;0.006091026416602419;0.00454258168296684;0.0018654984528682084;-0.0037548926452424247;-0.03605240154858391;-0.03194308272115087;-0.03446472652237209;-0.02696621120426812;-0.028227511136144523;-0.03390136233794139;-0.03376063070775648;-0.02840309065065072;-0.02649829499905043;-0.035300113048921;-0.025313167178554696;-0.016260750377816047;-0.021256637050228067;-0.007350808290949473;-0.017063558377005572;-0.016172199434063783;-0.016667794693109084;-0.015723940762474742;-0.01656891839830421;-0.010263042572182357;-0.013168835720648309;-0.012251771711213166;-0.01743839477090403;-0.006531821155880246;-0.010046431793947264;-0.015113023816906601;-0.011585302152724575;-0.03989153765820874;-0.02445894201368093;-0.05667626842242157;-0.032480934764226976;-0.013205377435038246;-0.030520800038529305;-0.03154829662184988;-0.00785592586643924;-0.03107970907420854;-0.03384698732230729;-0.0409318373933083;-0.01310099541079457;-0.032206628083048194;-0.010986865857043782;-0.05395728581076065;-0.04671197885442302;-0.0434580547181902;-0.01006513546520349;-0.019165600928571003;-0.014337385618203191;-0.012591078070457673;0.005951746863138152;-0.015729122840229426;-0.01452955608104789;-0.018718167248301665;0.005511543773906613;-0.01185317720793666;-0.013302372517534966;-0.01429922345688417;-0.014410558089231973;-0.01656248166045815;-0.015865833765890125;-0.015429915614103118;-0.0177556405744137;-0.012120694100153484;-0.009692728885471347;-0.01718368678042448 +102;0.007295694185965873;0.0059282516012435504;0.002958910925476621;-0.003345089011182356;-0.034587021609168156;-0.030746243166196452;-0.03306275829853078;-0.02604536747572017;-0.027267288606356077;-0.03251774189416534;-0.03248023111387033;-0.02733268784738696;-0.025620323039473147;-0.0339190279724666;-0.022775286088217328;-0.014219356543011541;-0.01906050156238326;-0.01052964884542651;-0.01495515169403161;-0.015139296026548177;-0.01582887358401064;-0.014409612503555547;-0.01717058024173923;-0.010186469519873453;-0.01150041816903058;-0.011388510394540585;-0.01628139443583909;-0.007927534484627463;-0.0075486125577513;-0.013828965819637329;-0.010492347813615632;-0.03627606033293973;-0.021891632820640883;-0.05101368786992899;-0.029432975057565924;-0.011925567478905164;-0.028333567481052313;-0.028877022355282334;-0.006823744472658655;-0.0282066542528141;-0.03085185322081707;-0.03699223376990335;-0.012984757984947581;-0.02963619280794849;-0.010104848047140402;-0.049373408803135455;-0.04242011761969877;-0.03947061929672291;-0.009672308142890884;-0.01947116995058451;-0.0144652068036899;-0.012159009803645704;0.006314615510470412;-0.015902495403610217;-0.014663853773934976;-0.01818318156781351;0.005935647010136491;-0.01185539514950662;-0.013377214754228595;-0.01387017264083279;-0.013913989718955522;-0.016777443144977422;-0.016056456419755838;-0.014953521982600693;-0.01717669210397288;-0.012134139075322903;-0.009595934930656025;-0.016666611066157744 +103;0.008427035860213872;0.007227814901034413;0.003981150766034558;-0.002943904671614206;-0.033196287067489116;-0.029599603103133143;-0.03172648304101533;-0.025153603179412842;-0.026341002013722914;-0.031196184329642884;-0.031260648535706315;-0.026298051767435604;-0.02476756709889627;-0.03260564994200488;-0.02014855870977983;-0.01209067323317048;-0.016774691908099548;-0.013740521244648862;-0.012845218737953745;-0.014094670608006954;-0.014975089142029718;-0.013086179029104805;-0.01773676698115567;-0.010116225580548033;-0.009823007708507747;-0.010517643082542882;-0.01511285476577573;-0.009355978304243173;-0.005029042722853205;-0.012535629442918195;-0.009298942469612825;-0.03220272622475151;-0.018986859631098474;-0.04490275140875033;-0.025973269586279102;-0.010508023961244284;-0.02576947774872873;-0.02580895312066933;-0.005753315702883954;-0.024935226646093822;-0.027437415187362868;-0.032590161077760804;-0.012862925532792557;-0.026666213515851078;-0.009147756226602688;-0.044304026536446495;-0.037651421721011546;-0.035012461694889474;-0.009288748738466746;-0.019751519538923512;-0.014571094742524604;-0.011745309854796604;0.0066449712308185305;-0.016064029323135998;-0.01477768578863592;-0.017653030694019245;0.006322938240937104;-0.01185050605364002;-0.013438692181283463;-0.013459202509991997;-0.013430527367332079;-0.016970272254879903;-0.01622328873746559;-0.014485066644307487;-0.016582953695962077;-0.012141841878704485;-0.009483142483111884;-0.016157573364347977 +104;0.009496555082770808;0.008456851836782797;0.004946037479036103;-0.002550575719050263;-0.03187296588831545;-0.02849874198647795;-0.03044959379505685;-0.024288540522814595;-0.02544591023006193;-0.029930750338186485;-0.03009635550359735;-0.025295932920815112;-0.023938091231736625;-0.031353702532159966;-0.017477102730617755;-0.009910867618263541;-0.01443891346136561;-0.017299363159462677;-0.010987483492014949;-0.013375799924998377;-0.0145597064085623;-0.012074500615902206;-0.01880287959418503;-0.010102911967174277;-0.008380416365627141;-0.009934483815284834;-0.014319561673389103;-0.011065493672828053;-0.002535203153861021;-0.011571740062825464;-0.008071446537016858;-0.0279160193684167;-0.015918581300877976;-0.03866954857727123;-0.022311851853906495;-0.009033706109216055;-0.022992167011629983;-0.022534262226179935;-0.004699666358997323;-0.021465020357941844;-0.023812902971507066;-0.02798504266240065;-0.01273581741819596;-0.023482672506679014;-0.0081677340901678;-0.039039131198213894;-0.032683262462286145;-0.0303468098169688;-0.00891279842310011;-0.019999980720485144;-0.014649684948579988;-0.011347584684397116;0.006945952745867179;-0.016209479926506898;-0.014865857976574803;-0.01712781032398558;0.006677177275700941;-0.011836185408021116;-0.013483010016235086;-0.01306419280106974;-0.012958437754245544;-0.017135105143815776;-0.01636036803837837;-0.014023666886469943;-0.015976652268115066;-0.012141594912066678;-0.009351394223188203;-0.015655945445416597 +105;0.010509239458656783;0.009621347454960572;0.005857068890718797;-0.002163434930507746;-0.030610734703329312;-0.027439747502271405;-0.02922655873146729;-0.023448057114142218;-0.024579567164048743;-0.02871622307927746;-0.02898248433360684;-0.02432344927161445;-0.023130159821798557;-0.03015767284131443;-0.014802243580728236;-0.007714214377196882;-0.012090757893710169;-0.022462284284473055;-0.010134411090926942;-0.01404650607239133;-0.01602813043007756;-0.012372864341721357;-0.022142189005091684;-0.010301340454962116;-0.007900993738143125;-0.0105684833949653;-0.015121125174627936;-0.013952638349892021;1.848747407440232e-05;-0.011994056820217702;-0.006869338185074181;-0.023639481973575238;-0.01284666383370392;-0.03259560581707799;-0.018642617389827976;-0.007576472865376216;-0.02016104847399136;-0.01923223829495324;-0.0037067469621503424;-0.01798134933205442;-0.02017305265512892;-0.023410664375880463;-0.01260372465803039;-0.020262635762536396;-0.007211515384871081;-0.03383998504062724;-0.027764785947419712;-0.025711854143278146;-0.008542779277101342;-0.020208920512307937;-0.014694839952134275;-0.010963661107769251;0.00721976783600109;-0.016333869013551272;-0.014922411280969605;-0.01660719338004224;0.007001030762896043;-0.011809724869301208;-0.013505773695272172;-0.01268322675343403;-0.012495958269396201;-0.017265208773310725;-0.016460872880306843;-0.013568256347991081;-0.01535885696837691;-0.012130801861136131;-0.009197416577078066;-0.01516084073331525 +106;0.011470909138852736;0.010728950503222756;0.006720363492417114;-0.0017809990098298645;-0.029404004412236562;-0.026419113557239804;-0.028052472331025147;-0.02263022974920137;-0.02373975837177933;-0.027547968986004756;-0.02791469992005924;-0.023378013973957446;-0.022342187212057496;-0.029012662008476076;-0.012159908137856279;-0.005530786026101797;-0.009763267780111162;-0.027817435828245918;-0.00933357260353107;-0.014854673225793036;-0.017687522869790584;-0.01278818278941296;-0.02570977321220913;-0.010553346842538502;-0.007466841236787536;-0.01131531678691089;-0.016080172477544563;-0.017016159392882813;0.002708866824578493;-0.012540127719746108;-0.00573839603171078;-0.01954954797580588;-0.009898711188064402;-0.026890380568416195;-0.015120319175802477;-0.006194434432388318;-0.01740905007839544;-0.016048438255628072;-0.0028044120312444853;-0.014632872172944955;-0.01667421027386129;-0.01904924840218536;-0.012466781246668557;-0.01715097503977403;-0.006314769212730553;-0.028908979811172353;-0.023089091031004427;-0.02129365909953096;-0.008177563474334182;-0.020370604697458994;-0.014700276335075646;-0.010591807663321573;0.007468939450745893;-0.016431980736315355;-0.014941227542161206;-0.016091157600911066;0.0072975965482514615;-0.01176828646680761;-0.013502417488478358;-0.012314730731951551;-0.012041837916664022;-0.01735369179169055;-0.016517834888943428;-0.01311817154366901;-0.014731112754335252;-0.01210671284451914;-0.009018045135496644;-0.014671747884650088 +107;0.012387124831323315;0.011786957907419793;0.0075417827684467476;-0.0014029973007110286;-0.028247481638383087;-0.02543337749894281;-0.026922597615579802;-0.02183303211806331;-0.022924218949546216;-0.02642146084042274;-0.02688885051048162;-0.02245692945961375;-0.021572445656268036;-0.02791399274734485;-0.009579134155809133;-0.0033849618780612545;-0.007483500236692864;-0.03300204154362363;-0.008451406844640186;-0.015603245616403916;-0.0192590907767356;-0.013137717196376908;-0.02912351713170147;-0.010829793599036464;-0.006943366680723484;-0.011997840713337649;-0.016970317317177797;-0.02003676761240225;0.005640076925024329;-0.013014341805131835;-0.0047061555442995395;-0.01575707426470907;-0.007155809607361618;-0.021673332295589542;-0.011843628232400372;-0.004923731137877585;-0.014826182878549421;-0.013077974180628615;-0.002006681923005127;-0.01151505433706057;-0.013416984403325172;-0.015013100086250342;-0.012325223467540392;-0.014243379882376228;-0.0054987052726485075;-0.02436977220327763;-0.01877425164291724;-0.017207360709739383;-0.00781562028684557;-0.020473929853270567;-0.014657372496382992;-0.010230252907120985;0.007694651497480387;-0.016496457430813294;-0.01491388653045056;-0.015578973812168107;0.007568350186702322;-0.011708025273331257;-0.013466692991804807;-0.011957142507590834;-0.011594441683855594;-0.017390889817241018;-0.016521567701064388;-0.012672253240781695;-0.014093248774401879;-0.012065581038315232;-0.008809024837725055;-0.014187593987176284 +108;0.013260371204231403;0.01279875416833165;0.008323810250170371;-0.0010266702152574858;-0.027136019608521522;-0.024479008073905906;-0.025832211724922782;-0.021054240594369222;-0.02213054978208362;-0.025332122212601504;-0.025900856607095513;-0.021557251337096295;-0.02081897799141852;-0.02685708599719394;-0.0070830746269203715;-0.0012995074457653466;-0.005273393973751261;-0.03781980525894202;-0.00747949893729416;-0.016255677909403188;-0.020679044656079837;-0.01339267367121888;-0.03225745022593318;-0.01113769612245008;-0.006314739194768215;-0.012579005356128992;-0.017749550035298656;-0.022910974047476218;0.008769377418018198;-0.013383352939914994;-0.0037841153724438303;-0.012314197035137697;-0.004657051569670001;-0.016987969726186325;-0.008860469255482117;-0.003780819425813764;-0.012461151387090696;-0.01036921605297847;-0.0013151786746965488;-0.00867491930935449;-0.010451086321536573;-0.011352894424017768;-0.012179272588936696;-0.011589456149964095;-0.004771843436657708;-0.020276590798760985;-0.014872417358641421;-0.013505287773458496;-0.007455581995370331;-0.020508892618507968;-0.014558267653619339;-0.009877426155410651;0.007897996839844712;-0.01652036696298187;-0.014832678283476008;-0.015069918831290163;0.007814698019658284;-0.011625321459790339;-0.013392785881449099;-0.011609066215540587;-0.01115229263803652;-0.017367980722442944;-0.016463258206850684;-0.012229428203958337;-0.013444931986049236;-0.01200382510994391;-0.008566850577733875;-0.013707370359009374 +109;0.014095293965669775;0.013770620840200531;0.009071742959977147;-0.0006536962860437256;-0.02606502783366116;-0.02355281873925885;-0.024777086093232148;-0.020291824644913747;-0.02135656616304704;-0.02427584724359977;-0.02494705796464758;-0.020676304369280807;-0.02007998870576566;-0.025837843026808693;-0.00476357160220009;0.0009508200421852742;-0.0031123598139226605;-0.04208725140592651;-0.0064176850921813244;-0.016770139891260083;-0.021877323988322983;-0.013520644615161226;-0.034985524975237325;-0.011482870671114753;-0.005569217266200299;-0.013016906930951588;-0.01837017398803842;-0.025531452746745842;0.01210733911085804;-0.013609653605254124;-0.002972450579530772;-0.009231501035005696;-0.0024188438603474083;-0.012826895772206193;-0.0061834360968395785;-0.002768268011048347;-0.010331001697902131;-0.00793629368568105;-0.0007249299246012697;-0.006125407565187979;-0.007789660640052709;-0.00807708400181495;-0.01202898265147656;-0.009204471611666598;-0.004133659163301884;-0.01663422900698719;-0.011389610390187599;-0.010195691210734603;-0.007096445319863198;-0.020462897993628326;-0.014393368804467954;-0.00953203209257536;0.008080058487686115;-0.01649503723216217;-0.014688167718408529;-0.01456346814301046;0.008038043448623022;-0.01151577444452534;-0.013273592418124647;-0.011269320080422363;-0.01071424319676173;-0.01727402379183407;-0.016332052714451706;-0.011788883503434322;-0.012786188369402485;-0.01191706154099248;-0.008287365987077466;-0.013230311010210105 +110;0.014892867989164782;0.014704225747194655;0.009786890735537068;-0.0002766111472047861;-0.025030420976133172;-0.022651949515774872;-0.02375345434456877;-0.01954395105137774;-0.020600293085512256;-0.02324897892658706;-0.024024177481722253;-0.01981169480216982;-0.019353850413040385;-0.024852601904149063;-0.0027189792496029597;0.0032160119533504172;-0.0010922902769097131;-0.04557335840169974;-0.005267974886444149;-0.01709386154789172;-0.022764145891902787;-0.013482533660291951;-0.03714710595069426;-0.011872760533980342;-0.004695225771511158;-0.0132592968964651;-0.018771967073611284;-0.027752780774075836;0.015589446356749082;-0.013647647878638702;-0.002262180714265538;-0.006480002727819789;-0.0004139426277534053;-0.009135938935096233;-0.003784986321449635;-0.0018752269607640315;-0.008427389098957017;-0.005761799477159046;-0.00021836317278500772;-0.0038418532607644718;-0.005410331679857716;-0.005148545089258327;-0.011874534190939201;-0.007074225667295986;-0.0035776185564444507;-0.013409365834248232;-0.0082903304644657;-0.007245649835195822;-0.006736829333928496;-0.020323260926781606;-0.014153140163746025;-0.00919267677186264;0.008241174251551131;-0.016411522694129266;-0.014470933036014433;-0.014058593390968932;0.008238918350976676;-0.011374936214878506;-0.013101956694536732;-0.010936675959068998;-0.010278802068940607;-0.017098018450441232;-0.016117107253902807;-0.011349408437259845;-0.012115775917211913;-0.011800794948030546;-0.007966841019159565;-0.012755221715418541 +111;0.015656300877071483;0.015604139400213435;0.01047325309670244;9.182390131357021e-05;-0.02402812402383736;-0.02177342108366176;-0.022757462828723707;-0.018808585584273674;-0.01985960615729243;-0.022247720655294012;-0.023128919906868717;-0.018960764410662856;-0.01863871626903535;-0.02389769141269582;-0.000836489678784913;0.005277648309394367;0.0006426705491781037;-0.04807617227636807;-0.004044085994964197;-0.01717376947272764;-0.023250766072266726;-0.01324074676864706;-0.03859343718025898;-0.012317144577374206;-0.0036897207952200084;-0.013254314950065238;-0.01889468981940512;-0.029432248182217124;0.019138501790140316;-0.013453170943976911;-0.001644983694025104;-0.004047811263796275;0.0014063339951184695;-0.005887659222789665;-0.001666613421091645;-0.0010956636025001298;-0.006745256142981049;-0.003837815458595406;0.00020779045678009922;-0.0018264895567876582;-0.0033046091452408888;-0.0025617852678732067;-0.011716055061238517;-0.005187075911214922;-0.003097015583239715;-0.01058249622956886;-0.005556971961476309;-0.004641034621275741;-0.006375319375683919;-0.020077895896000175;-0.013828745605768189;-0.00885802321928808;0.008381453021807928;-0.01626108262423287;-0.014172182090694374;-0.01355415400536697;0.008417609689538308;-0.011198605437519493;-0.01287113482375779;-0.010609961926419276;-0.009844456142953817;-0.016829553505852912;-0.01580826910729405;-0.010909730093073833;-0.01143205164216421;-0.01165069414159503;-0.00760239492489001;-0.012280833655406331 +112;0.0163856754714512;0.016471119611312313;0.011131652131445846;0.00046931238256475716;-0.02305407359929612;-0.020914146133392597;-0.021785173202616193;-0.018083503940303114;-0.01913224511663536;-0.02126814382361708;-0.022257979921578963;-0.018120595353150026;-0.01793253302349096;-0.022969440126621832;0.0007704733764837268;0.007189884166554528;0.002325982521980907;-0.04943292952655254;-0.002772957906358453;-0.016962971827174655;-0.023258641898459498;-0.012764856866967156;-0.03919907798529465;-0.012827851931731082;-0.0025619365445104236;-0.012957029674518505;-0.018685316655581152;-0.030438895301082347;0.022637392811075352;-0.012989826088879441;-0.0010186529197035998;-0.0019806224472678213;0.0032950965988435277;-0.003265208502786443;0.00039583024679579193;-0.00025869282152490847;-0.005553025920157273;-0.002196446221220283;0.0008336211400931104;4.288096565263633e-05;-0.0014154597782425338;-0.00024875683687985983;-0.011553532743820538;-0.0034885632393260035;-0.0027210178117795802;-0.008762156425073275;-0.0033685097274711584;-0.0025224596001918176;-0.006010689243085787;-0.0197153382286972;-0.013412103336120529;-0.008526880968942718;0.008500921009210294;-0.016035227186682377;-0.01378380982844929;-0.013049099212808946;0.008574318002938064;-0.010982872296737778;-0.012574852735399933;-0.010288120756478003;-0.009409858692073225;-0.016458858876013505;-0.015396128364260742;-0.010468700311466517;-0.010733515300796581;-0.011462635462459403;-0.007191965718648552;-0.011805993412171478 +113;0.01708271974030262;0.017308022946062596;0.011764813494476556;0.0008473074166515104;-0.022104541417715895;-0.020071254444414377;-0.02083294823639048;-0.01736660598627071;-0.01841608805478434;-0.02030660758159275;-0.02140831097878948;-0.01728843851192874;-0.017233353195323486;-0.022064471186384438;0.0023422195182749572;0.008983053488414994;0.0038398340785136265;-0.04955020698139001;-0.0014930970534892118;-0.016430160424212747;-0.02273468673248602;-0.012038693361149155;-0.03888606663311878;-0.013421532507475575;-0.0013355215823966926;-0.012338735342390938;-0.01810868182415426;-0.0306763735317932;0.025934526041753503;-0.012237178371338642;-0.00038572218920740475;-0.00017569273745321468;0.0052655632759313065;-0.0010804845647085504;0.0022610480747902173;0.0006247148093504462;-0.004677455153921484;-0.0007586159149128857;0.0015939875966476391;0.0017877797429601827;0.00028617959903665113;0.001877975369319107;-0.011387125256261399;-0.0020325340777020973;-0.0023996399443133587;-0.007586042444670094;-0.001559709158379441;-0.0007388946703523747;-0.005641833901717019;-0.019226434576453233;-0.012897190335484865;-0.008198153543506947;0.00859941009549925;-0.015726837815452033;-0.013299672991073708;-0.012542385832685632;0.008709020547916002;-0.010724708939548577;-0.012208258594586407;-0.009970170160330749;-0.008973752558292691;-0.01597826759887977;-0.01487348044308967;-0.010025220028104576;-0.010018700701852401;-0.011233276219589916;-0.006735005269715266;-0.011329584045219665 +114;0.017746908426917396;0.01811504884432702;0.012373358658340994;0.0012278284536543227;-0.021176239860764445;-0.019242212095853306;-0.019897595808424207;-0.016656043385667063;-0.017709254609052927;-0.019359926766874924;-0.020577211602432532;-0.016461905540364752;-0.01653946112032001;-0.021179796337315038;0.0037656560762852065;0.010681822753547787;0.005250880758850607;-0.04843805318112793;-0.0002472155676336296;-0.015570899638465141;-0.021669496454132187;-0.011068313932789842;-0.03765214404979944;-0.014119003479172498;-3.97370072870995e-05;-0.011397782635008458;-0.017160216538457007;-0.030111075683775912;0.02886591133019123;-0.011200026886487136;0.0002135197655926957;0.0014891755781183402;0.0071022587001501325;0.0009373748178160834;0.0038600296821900137;0.0014331635702918843;-0.0038604991128012855;0.0005771096873070647;0.0022995748110259395;0.0033952288280282295;0.001872591755323727;0.0038213972045854083;-0.011216816216507386;-0.0007740326627234673;-0.002087797962715854;-0.006492041617307764;0.00012105826297503786;0.0009057845202300463;-0.005266989407088696;-0.018605583784798263;-0.01228099154996265;-0.007870483564636155;0.008676154575948947;-0.01533104565520782;-0.012716527462865113;-0.012032345688268498;0.0088210362539618;-0.01042242281375061;-0.011768642105496996;-0.009654958477620879;-0.008534315021767158;-0.015383298816709301;-0.014236396205449697;-0.009577615232480241;-0.00928441671496505;-0.010960508076728548;-0.006232887583557556;-0.010849904477586048 +115;0.018378345135902197;0.018893225486276477;0.012958715740007731;0.0016129727012027528;-0.02026552761503475;-0.018424068405942018;-0.018975443760863353;-0.015949513903243506;-0.01700948927101642;-0.01842436179907625;-0.01976168115052701;-0.015637973507319547;-0.015848683591980883;-0.020312103264839676;0.005095640310068927;0.012307152187170711;0.006575472540341631;-0.046218361242529316;0.0009097525005508089;-0.014413019327265797;-0.020105726231838705;-0.009884812511275598;-0.03558076428851198;-0.014947089219792709;0.0012713199531467767;-0.010164379970153403;-0.01587191201267979;-0.02878578737108972;0.031280586782089115;-0.009911867260845364;0.0007727175610102721;0.0030397647017845753;0.008831206057098195;0.0028045915503316365;0.005277296098286199;0.0021937291802704983;-0.0030986303947735383;0.0018130013140714718;0.0029610635241590355;0.004900887111668917;0.0033409609544486907;0.005644317860402759;-0.011042581333196688;0.0002829860135930007;-0.0017849808000951484;-0.005475779028457417;0.001671308338247135;0.002441478261264396;-0.004884521220623883;-0.017851932880849963;-0.011564369988277257;-0.007542608689064423;0.008730311096197152;-0.01484610590088109;-0.012034897043687875;-0.01151737808988429;0.00890960888589154;-0.010076084841182276;-0.011256111154665183;-0.009341405761284394;-0.008089835144130975;-0.014673685744585718;-0.013485220078441218;-0.009124296359639184;-0.008527549900960718;-0.010643897651008816;-0.005689205646060902;-0.01036533424481001 +116;0.01897614946542936;0.019642485192044923;0.013521549756809192;0.0020035788124056486;-0.019368662641337853;-0.017613700940555033;-0.01806263047722312;-0.015244489355073831;-0.016314366024830163;-0.01749593739090005;-0.018958631455335384;-0.014813291111721583;-0.015158613845549285;-0.019457989169934686;0.006345434335030986;0.013875404008830361;0.007827096325487948;-0.043107004777324986;0.001939149833600995;-0.013013902352044582;-0.018133532738397795;-0.008540613161702737;-0.0328302671359737;-0.015938183911118564;0.0025494038170995603;-0.008697317214274136;-0.01430909795136781;-0.02681506437068104;0.03306753979105714;-0.008430936436152114;0.0013025143806068007;0.004485443634897002;0.010467272486172408;0.0045458907717241814;0.0065409086942462835;0.002906821967114226;-0.0023873474098623504;0.002966887149240982;0.0035824141471795246;0.006312986683041588;0.004709574968791652;0.007354690675076214;-0.010864521076202172;0.0012410498400454717;-0.0014904959980488464;-0.004529499169863227;0.0031158124244504704;0.003874154015986897;-0.00449309728499081;-0.016970287933704364;-0.010752674368035953;-0.0072134054585235585;0.008760948493773069;-0.014274104503121166;-0.011259693253703684;-0.010996035375560265;0.008973882018036505;-0.009687846586972304;-0.010674088974307994;-0.009028527330648295;-0.007638818971408501;-0.013854140257137715;-0.01262528945813779;-0.00866385333846953;-0.007745522014458217;-0.010285030028977404;-0.005109871008298406;-0.009874421235178454 +117;0.019538612085322593;0.02036187211111129;0.014061977354943078;0.0024000787188642736;-0.01848217670456953;-0.01680818988552657;-0.01715556233054638;-0.014538583499858149;-0.015621600579354133;-0.016570947616546317;-0.018165190284809007;-0.013984706923708234;-0.014466973903843439;-0.01861429466026987;0.0075272665038639275;0.015400651113475217;0.009017408088267675;-0.03937279928637305;0.0028127290918896763;-0.011449753843445265;-0.015873304078731554;-0.007099904419806569;-0.029603699508799153;-0.01711818226999484;0.0037552722378701997;-0.0070729130098339255;-0.012558192968336046;-0.024361904372318444;0.03417315804051668;-0.006829480368746088;0.0018013970984966932;0.005833341277234783;0.012018476213912832;0.00616802334077271;0.0076910421559406306;0.003574118221439271;-0.0017194496512780155;0.004040353706057265;0.004165309192819877;0.007637536411439938;0.005984073419542102;0.00896095885314152;-0.010682470377748388;0.0020872994597754824;-0.0012026589977895963;-0.0036436632415866033;0.00445994029510266;0.005211176399597672;-0.004090919445452812;-0.015971494603721492;-0.009855910556742842;-0.006881546615055578;0.00876668689960347;-0.013621319336827309;-0.01040041153705662;-0.010466406286515406;0.009012512279157892;-0.00926205677053571;-0.010029493514791099;-0.008715200407966472;-0.0071793537081918934;-0.012934645559125713;-0.011667174815229275;-0.008194446481228024;-0.006934515161689081;-0.00988766383187456;-0.004502953729428993;-0.00937527744153499 +118;0.02006448593785548;0.021051007466332705;0.014580687739652487;0.0028046071515079873;-0.017602967540807368;-0.01600492345340787;-0.016251051725971744;-0.013829670780645786;-0.014929138075089332;-0.015646120857193635;-0.017378769825701967;-0.013149473760579511;-0.013771731634931728;-0.01777817996772435;0.008651733511483739;0.01689541999367561;0.01015653218634438;-0.03528863767229096;0.0035185262548426133;-0.00980111057590416;-0.013452536851799035;-0.005626963395250373;-0.0261109445840646;-0.018464527140808373;0.004856195542088493;-0.0053705557651821945;-0.01071028648613881;-0.021605016649020703;0.03460338599401802;-0.0051804546908387206;0.002274785455328554;0.007100273250873257;0.013499038628102311;0.007693791671561034;0.008749473546178832;0.004201937912798659;-0.0010926088495286645;0.005047117265293832;0.004714413300304199;0.008888432449188022;0.007179532278342449;0.01048118171963286;-0.010496479986370266;0.002849523486961436;-0.0009212324131262495;-0.0028136187844760574;0.005721999898325336;0.0064700494893163985;-0.0036754881165339537;-0.014872277886240015;-0.008888546149279586;-0.0065454387038657025;0.00874567116078806;-0.012898189426939322;-0.009470948457898754;-0.009926012603651113;0.009023658728529727;-0.008805157133512598;-0.009332596862130504;-0.008400123231002032;-0.006708965783052356;-0.011930292413952825;-0.010626489745633183;-0.007713685231903522;-0.006088805768538874;-0.009457669235758193;-0.003878380603675957;-0.00886546803682342 +119;0.02055035344187972;0.021707127569692064;0.01507675888017046;0.0032170335048988807;-0.016726761427931613;-0.015200093660717506;-0.015344441801466102;-0.013114423098218753;-0.014233919390739036;-0.01471653443455212;-0.016595839305277194;-0.012303080890290419;-0.01306966906547502;-0.016945765865437723;0.009727326511911882;0.018370485215068122;0.011252686786849653;-0.03109255756003093;0.004060327946643905;-0.008140537554892635;-0.010986398644574402;-0.004177386920019899;-0.022537660363261436;-0.0197262147462538;0.005835469312107655;-0.003661546145665495;-0.008847296018555939;-0.01870978963148273;0.03441266495442963;-0.003547723788673185;0.002723731676116059;0.008292186568631954;0.014916272725568724;0.009130887808930566;0.009734029202340788;0.00479254633945847;-0.0005069545472682346;0.005991088916936782;0.005231726540064874;0.01007167799909181;0.008301521289663771;0.011923403293646162;-0.010306419629102725;0.003541405461386149;-0.0006455379603318434;-0.002033845981432414;0.006907164631280827;0.007656428217313382;-0.0032445597438295337;-0.013693463335891387;-0.007867870892591444;-0.006203585214678453;0.00869592201806324;-0.012118237080320782;-0.008488058598036918;-0.009372481222532647;0.009005345524151775;-0.008325043641171037;-0.008595943994324617;-0.008082051977993832;-0.00622534530279828;-0.010859641907588813;-0.009522150366276128;-0.0072193078333213645;-0.00520305935562404;-0.009002448636487692;-0.00324676450932726;-0.008342675869720262 +120;0.020994098533132943;0.022328935769847402;0.015550490443223208;0.0036397635596282507;-0.01584953648834353;-0.014390090043099768;-0.014431329754216682;-0.01238966054937296;-0.01353302934191758;-0.01377752686573297;-0.015813069587490514;-0.011441223741271545;-0.012357704612208087;-0.01611339939871015;0.01076085453872333;0.019835196396373767;0.012312524641635902;-0.026963316717666164;0.004452353264348119;-0.006523375420833366;-0.008563129745281506;-0.0027915825018007823;-0.01902435914927736;-0.01992447322344737;0.006688417093286381;-0.0020022629887277432;-0.007031578151123874;-0.015807108944061232;0.03368323593970479;-0.0019799616964752964;0.0031497897416880027;0.009415152960189799;0.01627647469694249;0.01048751604258824;0.010660430845027546;0.0053482181888477864;5.501141971109291e-05;0.006876816819709419;0.005719084824050813;0.011192784355299357;0.009355528734729113;0.013294969413701008;-0.010112164831283854;0.004176300930337162;-0.00037345566700031085;-0.0012966994890903916;0.008021823929748817;0.008776448850638219;-0.0027965196192867303;-0.01245867228420905;-0.006812947638935363;-0.005854614869209573;0.008615316936116169;-0.011297207825853306;-0.007470327238707997;-0.008803607779702016;0.008955427199421329;-0.007830555920807392;-0.007833565026073686;-0.007759804205467624;-0.005726473310783353;-0.00974356960203382;-0.008375215386588586;-0.006709277109642198;-0.0042736287613529544;-0.008530456944361164;-0.002618803313733098;-0.007804776523029355 +121;0.021390974890495795;0.02291229534458694;0.016000371425887838;0.004072995880932129;-0.014967996132771555;-0.013571989016084807;-0.013508208772522234;-0.011652861382499102;-0.012824092045106372;-0.012825446123776008;-0.015027691630687956;-0.010560667367153442;-0.011633392007902588;-0.015278055602892193;0.011757662146176129;0.021297672677088375;0.01334132022250778;-0.023017225459485147;0.004715038226449142;-0.004984453382609111;-0.006237710995702361;-0.0014881017256584972;-0.01566187129497565;-0.01710894722645251;0.0074201215055624825;-0.0004220504444247819;-0.005302074215672192;-0.012986396053818794;0.03250773933088025;-0.0004975419947299553;0.003555688395933565;0.010477528488244237;0.017587823428260596;0.011774654687738861;0.01154093593173966;0.005872435222633254;0.0005804054100081446;0.007710899967144247;0.006179245185813587;0.012259230615724315;0.010349106858537738;0.014605537909748612;-0.009913674354971702;0.004763907048902727;-0.00010301428960612924;-0.0006070262509743074;0.009074957626802771;0.009838712869037036;-0.002327257178860176;-0.01119239525657667;-0.005743111625032604;-0.005496283158735515;0.008500682661976011;-0.010451749419853273;-0.006436692128432009;-0.008215507488236407;0.008870676640743924;-0.0073307480881728004;-0.007059836760306082;-0.007431618530180817;-0.005208536318013657;-0.008603579743931666;-0.007207207130411897;-0.006179856801197259;-0.003290033213790622;-0.008050494039117728;-0.0020045100839476415;-0.007247988213375578 +122;0.0217372538510634;0.02345414799042933;0.01642581536715426;0.004518792260465476;-0.014076783026884199;-0.0127407944027782;-0.012568969690831766;-0.010899432458921332;-0.012103022705773014;-0.011853691643918474;-0.014235305166492518;-0.009655011054246376;-0.01089225307087105;-0.01443489978363699;0.012722123070864289;0.0227652904428709;0.014343421483470786;-0.019330491118082938;0.004871772808471619;-0.0035515733868678456;-0.004057730206963983;-0.0002873573338095792;-0.012513583927962424;-0.011297810244038864;0.008043389771706377;0.001076798469654805;-0.003690520940711872;-0.010313544065787328;0.030984697627834734;0.0008818069374495474;0.0039417247550282974;0.011481160973889737;0.01885267451973438;0.012994953305621948;0.012384045337118232;0.006365856882003196;0.0010746634942160327;0.008494565792071973;0.006612792414380175;0.013272817477477883;0.011283833774202723;0.015857696799922216;-0.009710659628466844;0.005310444466051334;0.00015311174172072395;5.7318282715601576e-05;0.010068390868709365;0.010845129174507862;-0.0018330812648967854;-0.009917981784622887;-0.004676403894567027;-0.005126478873979767;0.008348685564270375;-0.009598013887855972;-0.005404906250961572;-0.007604470414290354;0.008747688009704158;-0.0068341548573627176;-0.006288314254505378;-0.007095796686343636;-0.004667990488468554;-0.007460045381934677;-0.006038359022401352;-0.005627527332857873;-0.0022420682469861397;-0.007570978183910171;-0.001412468415901369;-0.006668721836049718 +123;0.022027321151897206;0.023949410662270076;0.01682509996459569;0.004978226306933564;-0.013170994616587883;-0.011891925701574824;-0.011608045387499821;-0.010125163391168535;-0.011366057485772574;-0.010856272741890383;-0.013431863473686523;-0.00871847064169251;-0.010130173536032183;-0.013579495148446474;0.013657088967660158;0.02424415790365486;0.015321739767798048;-0.01592343016376141;0.004942859896515883;-0.0022270758848743633;-0.002028793780904925;0.0008001714715141217;-0.009592719155172569;-0.005810915062260724;0.008570423913822123;0.0024429307928772737;-0.00219915319649866;-0.007809063520444415;0.029192656160256458;0.002143694576763999;0.004310348785604878;0.012432722341555569;0.020077543092687833;0.014157116446854467;0.013197670422089858;0.006831453473330251;0.0015463991253226173;0.009233209452729318;0.007022084267189199;0.014239516365245009;0.012165667303781436;0.017059084510804623;-0.009503098590580628;0.0058220397243946564;0.000419322265049038;0.0006832409483010782;0.011009371251777145;0.01180268690590014;-0.0013127487071338262;-0.00865611291873547;-0.003628425066400043;-0.004743357488991906;0.008155888707552461;-0.008750556175219693;-0.004390405707097367;-0.006967249899376027;0.008582909333972988;-0.006348241423059564;-0.005530859673600119;-0.006750747896705933;-0.004102088170296447;-0.0063308869931641976;-0.004886317466578749;-0.005049385126633998;-0.001135819292001461;-0.007099385347949072;-0.0008493990807973972;-0.006063905971122718 +124;0.022255015464817562;0.024392369903045275;0.01719633412205912;0.005452757260599239;-0.012246143729495618;-0.01102121563500602;-0.010620467468359651;-0.00932627693109822;-0.010609737685034926;-0.00982792349120798;-0.012613608947875221;-0.007746168873584258;-0.009343454134580487;-0.012707738849416561;0.014563207349604035;0.025738262020261415;0.016277058067087347;-0.012799737826588498;0.004947351084634732;-0.0010085661991852124;-0.00013269750088684695;0.0018010959744810817;-0.006901413476182006;-0.0021971169886714215;0.009015849767340822;0.0037088851883515517;-0.0008236901241496231;-0.005482287088932614;0.027204260433740912;0.0032989662098047434;0.004661690567789645;0.013332699610260512;0.021263059876170054;0.01526202611847638;0.013988418834135707;0.007269453294886374;0.001991861049092325;0.009927174417376228;0.007407320567271225;0.015159756752759934;0.012994854290120261;0.018210457254510093;-0.009290599186104309;0.0063036588482549005;0.0006775784645530747;0.0012735289985280618;0.011898502005446288;0.012712072810962427;-0.0007567318741152906;-0.0074238720763923904;-0.0026116801484863394;-0.004343335208136567;0.007917002384001282;-0.007921619781930733;-0.003405663141125004;-0.0062972190549073215;0.008370918972921304;-0.005879073007026614;-0.0047971291004167416;-0.00639377999300117;-0.0035041363093062383;-0.005230789011808623;-0.0037653921849323257;-0.004438945498566049;8.399374807699367e-05;-0.006641895532092157;-0.0003155700311727738;-0.005427074315016878 +125;0.022414123925457052;0.02477711874223476;0.017537694587427044;0.0059444665768433325;-0.011294233623510674;-0.010120946582441892;-0.009596666319477087;-0.00849539338434746;-0.009827729052943601;-0.00875804786959189;-0.011774075468708123;-0.006727246291248878;-0.008524870610791213;-0.011812498886680345;0.015439987164540647;0.027250452461442753;0.017209007446125524;-0.009950452513213914;0.004901255812300609;9.401183580826089e-05;0.0015926038954650057;0.0027076911453394192;-0.004434159015367811;-1.054104952791235e-05;0.00939341264203053;0.004878091226579229;0.0004227537205718779;-0.00333477165591356;0.025081537077593197;0.004358309893232382;0.004997640751073673;0.014185586592762145;0.02241358614423694;0.01631553590177426;0.014761829354365208;0.007682038521314549;0.0024159853567481404;0.01058020226695211;0.007770246246050827;0.01603755424108444;0.013775305765389767;0.019316911776036116;-0.009073106808831888;0.006759315929277809;0.0009356429819887824;0.0018406233459434818;0.012740755396449588;0.013578146828577164;-0.00016345715553400808;-0.006234507415782797;-0.0016356900207519232;-0.003923879582778955;0.007627187487360687;-0.007120848464414964;-0.002460208693011001;-0.005589730528620329;0.008106685146716752;-0.005431206329872262;-0.004094453299291478;-0.006022732733584446;-0.0028703132188638847;-0.004171076438748811;-0.002686579282590751;-0.003792091833310085;0.0013796964197524408;-0.006203252969643858;0.0001677595065843196;-0.004753853608526315 +126;0.022495773070937752;0.02509493010839925;0.017845959959023827;0.006454529213351989;-0.010310376683801747;-0.009186556297819282;-0.008531359607922395;-0.007628398977276074;-0.009016174383778885;-0.00764118694237359;-0.010909105303582134;-0.005656967202223306;-0.007670366614624058;-0.010889260345418705;0.01628552503975711;0.028782109836922087;0.018115800143588157;-0.0073520621251950136;0.004817129167837608;0.0011128093103170977;0.003196224497962641;0.0035305891713329762;-0.0021688627261791105;0.0013534172812784684;0.009714650968909111;0.005955936016567742;0.0015739815902034993;-0.0013449852803497642;0.022871601821735088;0.005327804335799491;0.005318287348552886;0.014990948637080947;0.023528402850525376;0.017317311693622495;0.015522672094707701;0.008069196612684015;0.0028178248041946796;0.011192089538972105;0.008110836021267498;0.01687236844029727;0.014506347488773885;0.02037785707430706;-0.008850144385822656;0.007192339830266459;0.0011917526017161117;0.002379312134945688;0.013535950768939875;0.014400807843199193;0.0004718617023029559;-0.005097468439188013;-0.0007127472759997922;-0.0034807958592910637;0.0072797299961055995;-0.006355217879016273;-0.0015613632260542687;-0.004836835999328715;0.007783266289317914;-0.005007710094633078;-0.00342787240327036;-0.00563437629346808;-0.002192923148909287;-0.0031598895733466748;-0.001658552102334232;-0.0031012096434082093;0.0028018535800393707;-0.005786761241384886;0.0006287150585210233;-0.004036564427059908 +127;0.022492623468789996;0.025338319937205367;0.01811877900064318;0.0069856191270816215;-0.00928367604843272;-0.008207375717140364;-0.0074111216591481455;-0.0067149107965998045;-0.008166348142449209;-0.006462196684608568;-0.010009994753682472;-0.004519221521182448;-0.006769773464384343;-0.009928384911572774;0.0170952794797109;0.030331597399549493;0.018993017569081783;-0.004980625339517486;0.004705030634853391;0.0020363681488342333;0.004677832300411411;0.004279162986484009;-9.219770127688598e-05;0.0022473788091824654;0.009989684238626895;0.006952268417104945;0.0026233296647679705;0.0004619636255999149;0.020613423062953107;0.0062175174761247565;0.005625085650230122;0.015751490162250747;0.024609901730139883;0.0182708702186003;0.01627508160931368;0.008432472737499919;0.0032005226513748264;0.011765260093777985;0.00843032948966338;0.017666550335933007;0.015190196879383389;0.02139619131204551;-0.008621598799115393;0.007605477750691314;0.001448014485646465;0.0028956295432993606;0.014287251155807423;0.015183198261012332;0.0011633152473008446;-0.0040168935138005235;0.00017568978237136879;-0.0030097407630096384;0.0068664561257389956;-0.0056287988554621915;-0.0007114156582979092;-0.004029872323002337;0.007392111185935635;-0.004610379721412539;-0.002799747987623169;-0.005225297912895943;-0.00146429076015675;-0.002199882355439664;-0.0006763277857109173;-0.002358271000277856;0.004363731339960375;-0.005394457799275276;0.0010449075355262183;-0.003266949617016568 +128;0.022393425801402245;0.025495713966816713;0.01835184508518628;0.007539218003414394;-0.008207386357159896;-0.007177055627870299;-0.006228767784919098;-0.0057492022157787925;-0.007272818133527537;-0.005213867176175224;-0.009070979541552227;-0.0033085240982202446;-0.005817415955618577;-0.00892362169495109;0.017859138913878914;0.031890246496653396;0.019830635093840976;-0.002812235946677788;0.004572714495332364;0.002881712727534902;0.006052232061269036;0.0049620063300793715;0.0018277210698537383;0.002860141288791307;0.010226923270797328;0.007876552429159966;0.003585976986488215;0.0021690496814638083;0.018336708940320134;0.007036900021369807;0.00591804959289377;0.01646580918002649;0.025655864829237873;0.01917458053295862;0.017022408197202243;0.00877160382947062;0.0035636674732617557;0.012298928972271361;0.008728476827044807;0.01841854255668396;0.015825222674261008;0.02236987246910427;-0.008386915294360753;0.008000774544522193;0.0017036801172590765;0.0033883045703421155;0.01499363310973989;0.01592438019480602;0.0019657806333757133;-0.0029694150701931044;0.0010824483944837926;-0.002461982362757631;0.006466306134780941;-0.004929058462147529;0.00016685720205633636;-0.00313531185026128;0.007029088517835014;-0.004206802699610934;-0.0021616886339379526;-0.004757179836671899;-0.0006317518879337403;-0.00124483528503605;0.00030687596044487453;-0.0015199783998589567;0.006131957573974889;-0.005003291898731277;0.0015266065183162647;-0.002405168387410672 +129;0.02218900921034439;0.025557093994601265;0.018541790443238115;0.008118307608320996;-0.007066260123210988;-0.0060804950983408546;-0.004964891453295817;-0.004716339247393009;-0.006323323460843744;-0.0038737587590980116;-0.008080048286723596;-0.001999733032887141;-0.004798674547200843;-0.007861609252680868;0.01856503888084271;0.0334461752805455;0.020616512653562125;-0.0007439026709661345;0.0044240202057692635;0.003657808236257165;0.0073343472739991755;0.005586821998326497;0.003609836068749428;0.0032977231970803267;0.01043124655191019;0.008737710800581389;0.004472621424818968;0.0037443375771589738;0.01605785478066646;0.007794448493750328;0.0061983008857783295;0.017135090894959792;0.02666676046863703;0.020029947783716473;0.01776773252013364;0.009087623621182317;0.003909489218594353;0.012794453258527683;0.00900610535343227;0.019129226168984936;0.01641220154282741;0.023299785259127348;-0.008145868742919449;0.008380017956570396;0.0019602748668712255;0.003861161805798319;0.01565677515909003;0.016626065647020183;0.002973496218134364;-0.0018851630428546873;0.0022634027603607443;-0.0017378180611742344;0.006408413919529399;-0.0042218634797706045;0.00126649196020312;-0.002146018713375275;0.007078870752927013;-0.003698790305104005;-0.001362883679105975;-0.004154577898520806;0.0003836669525586478;-0.00015324142500761084;0.0015162662012414563;-0.0005223602017923046;0.008079458818126661;-0.0045444908819241014;0.002388354094284395;-0.0014189534881461352 +130;0.0218662386312638;0.02550822024174748;0.018683357175656612;0.00872506626057623;-0.0058576839766733;-0.004916304196784571;-0.003614439543382142;-0.003613943280473375;-0.005317803467584703;-0.002435229931445626;-0.007039283616701697;-0.0005804124204462635;-0.003711530236857552;-0.006743667586739832;0.01918928921107499;0.034971240671291426;0.021326671846052414;0.0009608882001751473;0.004536033797145067;0.004538756497944774;0.00872506015638963;0.00637111734027096;0.005350400697424762;0.003990106788959169;0.01092278605639796;0.009762911302508392;0.005471138213066995;0.005259445420679909;0.014403795849274315;0.008731487312361286;0.006465791103499874;0.017756967928999168;0.027638685102307492;0.020834002195913026;0.018513741484346702;0.009380045943480741;0.0042377719871590225;0.013250494663821666;0.00926276804077153;0.01979600605623788;0.016948555727681724;0.024182328764446814;-0.007897897574826951;0.008744621517300821;0.002217435912859389;0.0043136998993374975;0.01627482293928395;0.017286488180605408;0.003918375614480274;-0.0009091717934430754;0.0033792957934281054;-0.0010684838429080301;0.00640073426507437;-0.003584779480576339;0.002304495260859185;-0.001250295143686797;0.00717968900797572;-0.0032294089022466554;-0.0006296082619294818;-0.0035994964392958018;0.0013259514219893243;0.000881456098556721;0.002647153249061618;0.000343242126738752;0.009905572134638274;-0.004123513242477506;0.0032217914000816084;-0.0005163049091856386 +131;0.02141357974907676;0.02533571636333809;0.01877176519515522;0.009362768134960509;-0.004769474007746188;-0.003885597372543792;-0.0023286558543276215;-0.0026007094883320203;-0.004452481287461785;-0.0009967402059507524;-0.006198019593866011;0.0008892752013286431;-0.002720976587117896;-0.005821290333792195;0.019698819117755173;0.03642206681576554;0.021927324813236226;0.0024691578058998465;0.004873494641058684;0.005441290937781229;0.010106317777001883;0.007237409225246405;0.006909628746457508;0.00489737336274354;0.011647113957434674;0.010861465830811268;0.006489180454006593;0.006593401310464597;0.013493504317475424;0.009760815946976975;0.0067213229357225845;0.018331093513830554;0.02856986206582135;0.021586178798476463;0.019262749361429354;0.00964940928040603;0.004550059867827416;0.01366738160806169;0.009498885774498311;0.020418220583443558;0.017433617623177855;0.02501618552039564;-0.007642514528162447;0.009095647185042521;0.002476338537256262;0.0047484872834068215;0.016847999498010968;0.01790593081498615;0.0047808910606385036;-1.206504184136925e-05;0.004394294446725011;-0.00046264773307513885;0.006397378602571613;-0.0030134903028014026;0.0032432781987342674;-0.0004383762561048776;0.00727742133189524;-0.002808008362930714;4.923954211955017e-05;-0.003101648532711998;0.0021738845072015733;0.0017881691468470962;0.0036714733508742547;0.0011728042101819547;0.01160851072678637;-0.0037459304959710504;0.003980607196519825;0.00028939018237938985 +132;0.020816561883658546;0.025022806993537317;0.018800774457209513;0.010034506774293628;-0.003785997913548611;-0.00296043543480784;-0.0011426672516401393;-0.0016744906166168416;-0.0036858242701724997;0.0003279548232086871;-0.005477795086854753;0.0023404060425968876;-0.0018193253571583412;-0.0050234875106083265;0.02003707192191928;0.03771859646773523;0.02236040981799925;0.003671390967563304;0.0051583101182738345;0.00619303826912232;0.011282136812319488;0.00796764550096396;0.00821124000144613;0.005652254171282678;0.012283403464935283;0.011806127338188643;0.00734122172197027;0.0077064402181942215;0.012759764588037403;0.010640662014861801;0.00696485883299347;0.018854286536396536;0.02945462777679908;0.02228228860479431;0.0200167049544292;0.009895106761349859;0.0048463341553581785;0.014043377707113391;0.009713904944597784;0.020992355193114598;0.017864025624849567;0.025796228455920667;-0.007379274506134514;0.009433820100710144;0.0027369595851747253;0.005165517345420811;0.01737378375302645;0.018481950508969613;0.005578665815659467;0.0007840959462784847;0.005331562297464343;8.431381893270196e-05;0.006397752415797209;-0.002498204671317783;0.004107092158661452;0.0002928408553566353;0.007372744863419767;-0.002427497095878417;0.0006483201250061521;-0.0026525142506033106;0.0029525816019638773;0.002626995775983132;0.004615190405721226;0.0019140639017097838;0.013221612850150999;-0.0034052323750948243;0.004680546513315176;0.0010298952384972804 +133;0.020074368840884094;0.02457049080108986;0.018778319281594236;0.010752707593369548;-0.002840750271928316;-0.002067392672686852;2.8365784512263126e-05;-0.000776788470303158;-0.002946016767225945;0.0016496170406283817;-0.004784378719364213;0.0037371157508366837;-0.0009458917198765793;-0.004256071483736301;0.02010905509026173;0.038718214731762735;0.02252794925398116;0.004686445265039918;0.005403848422537383;0.006837617271692631;0.012315813707637902;0.00860128234372215;0.009333523516611653;0.0062974260482475675;0.012857595701737279;0.012643889652948825;0.008075877290194211;0.008665156439548682;0.01214881532074552;0.011415786937588268;0.007196826117907396;0.019324371279582087;0.030288167319762027;0.022919253509125603;0.020777334642182677;0.010117093693035706;0.005127457887602271;0.014377622590961314;0.009907757065529377;0.02151583994289763;0.018237398105641955;0.026518323450945958;-0.007107337248444701;0.009759643991792522;0.003000105986098456;0.005566258359403831;0.01785069936235062;0.019013129516363247;0.006322835452734821;0.0015235446373249584;0.006204560214461363;0.0005891136276386932;0.00640138990636685;-0.0020308270799891392;0.004908172195066118;0.000967018076521553;0.007466169381696308;-0.0020820254882607525;0.0012054456226047172;-0.0022450607127222355;0.0036719524634417633;0.0034011538001310626;0.005491836742032796;0.0025969834579890883;0.01476783085980049;-0.0030961276357344136;0.005331362009147411;0.001708629279560614 +134;0.01977571987874449;0.024765884217682;0.019303371165177996;0.011831912269617995;-0.0019319613290884607;-0.0012053609822602063;0.0011312860926686596;8.994828162700585e-05;-0.0022319415586766755;0.0029146378404907303;-0.004116282532840687;0.00510127940655325;-0.00010862726519444976;-0.00351741211464085;0.019742631605351946;0.03915159098249488;0.022251843157750972;0.005564688246489147;0.005620326796760389;0.007403753567481908;0.013248789487389723;0.009164683282586794;0.010326844712515104;0.00686216378904525;0.013388205531828401;0.013406045000258549;0.008725120032190947;0.00951226912359815;0.011630330282116574;0.012116108486833754;0.007417299418076673;0.019737650244505356;0.031063139676928975;0.023491944665777753;0.02154579834965753;0.01031479733007623;0.005393700613581576;0.014668239279126749;0.010079920522754304;0.021984507766867;0.018549915952643103;0.027176018681880576;-0.006826188005689904;0.010073156214202017;0.0032661715793669277;0.0059512453226838735;0.018275847374294663;0.019496617183085152;0.007021160339254373;0.0022018333341743412;0.007022616414477545;0.0010485107829317775;0.006407935229233441;-0.001603950968522616;0.005655009638014241;0.0015833021823477011;0.00755808714789552;-0.0017664431555299842;0.0017163198038170346;-0.0018730528319435003;0.004339390584214398;0.0041183854660320485;0.006310804364185629;0.0032277478240275714;0.01626403700238266;-0.0028141870255276036;0.005939824070512079;0.002332619710664785 +135;0.019863349578230882;0.02547685371235231;0.020204147620469848;0.01306413584855326;-0.0010615935055366954;-0.0003587210665718654;0.0022175687244331277;0.0009377634672207424;-0.0015434895625308087;0.004150511984702399;-0.0034722527977311124;0.006438288775579504;0.0007237619401628814;-0.002806298915166927;0.0185829633561041;0.03845061427308882;0.021164496057629933;0.006338531875949238;0.005814514787859104;0.007910264828392188;0.014108363547269742;0.009675196538786679;0.011224029431425753;0.007365617746845299;0.013887582258717224;0.014113311141800478;0.009309906465813977;0.010275666736032751;0.011183698287017374;0.012761386887694792;0.0076262815322731825;0.02008970836519508;0.03177055799165385;0.02399414827306967;0.02232259902130751;0.010487485618210224;0.00564524815841716;0.014912963160763848;0.010229738416088985;0.022393378562908794;0.018797102307467006;0.027761496341457415;-0.006535039441754709;0.010373901534537322;0.0035355644610461923;0.006320921424318726;0.018645716431960446;0.019928927058847967;0.007681460404712959;0.0028309874518466227;0.0077954105736548485;0.0014738935481052318;0.006417080348605886;-0.001212139310482474;0.006356760612607704;0.0021542053632013225;0.00764884750019823;-0.001476867100220991;0.002189502705048141;-0.0015318234022330124;0.004963400738085766;0.004788220263348131;0.007082125350307389;0.003814974634339996;0.017727023982368473;-0.0025559197413513868;0.006512814430652325;0.0029116639748618667 +136;0.019978794390147492;0.026210949216669888;0.021087993552900697;0.01421657476538396;-0.00021064104032464392;0.0004168205884351739;0.0032662471757568534;0.0017509439813729877;-0.0008744170730106138;0.005352317348314206;-0.002848957731296675;0.007747368863028736;0.0015090786458310523;-0.0021182391568095316;;;;0.007032813060089627;0.005991408136921561;0.008371205274289362;0.014915023867550725;0.01014573126735585;0.012049774513833378;0.007822114217804765;0.014364940105696111;0.014781191786088721;0.009845885165141954;0.010976275237533306;0.010794131114044925;0.013366369927213517;0.007823975024044416;0.020376478320681013;0.03240125346761247;0.024419875151848514;0.023107693098055382;0.010634682563425701;0.005882616406823971;0.015109902395347485;0.01035678216332736;0.02273774843636367;0.018974894502691964;0.028266978831351652;-0.0062328345347058;0.010661045123742552;0.0038090777422560285;0.006676247010934944;0.018957149457651257;0.020306888948612434;0.00831003262226615;0.0034182176931272235;0.008530678027957483;0.0018693174031666482;0.006428572917636988;-0.0008508954809420821;0.007020654360337164;0.0026859461801761464;0.007738742722495862;-0.0012101108804682958;0.0026302773294406556;-0.001217546827394056;0.005550586044936523;0.005417935786458994;0.007813744745874374;0.004365101506666358;0.0191711667383494;-0.002318449368995834;0.007055852882010161;0.0034523153957090047 +137;0.020123781190040657;0.026979020881653493;0.021969474378295772;0.015310558835335497;0.0005978675983884241;0.0012138511311852174;0.004289491009402346;0.0025461995158301276;-0.00022500291034455167;0.006529142740235194;-0.0022459294850674105;0.009036620334346601;0.0022802503476384572;-0.0014531211861468218;;;;0.007664751260696767;0.006154587327616978;0.008796553551057684;0.015683541927201117;0.0105855107507139;0.012821602192214065;0.008241807599497553;0.01482700268360948;0.015420918262333605;0.010344190067333447;0.011628942745701809;0.01045084392297524;0.013941684992070269;0.008010052452559036;0.02059131589204788;0.032941363321346895;0.02475964359586258;0.023900451389502697;0.010755054863333502;0.006105528829045359;0.01525549201594012;0.010459874347651943;0.02301014354402997;0.019076757014393042;0.028680581428875973;-0.005918744607998461;0.010933372378778117;0.0040868851194920675;0.007017007648419504;0.019204664251643244;0.020624973395498403;0.008912251757752787;0.003969587481812087;0.009235013240500245;0.002238727271739016;0.006442200667944653;-0.0005173211480868911;0.0076528238128411585;0.003183989912913354;0.007828025215463774;-0.0009637543136926663;0.0030430870212448946;-0.0009273900702102544;0.006106526140508328;0.006013668079843604;0.00851241410152248;0.004883541970464589;0.02060954838263651;-0.002099431305536248;0.007573636719097276;0.003960065381562794 +138;0.02029555199546884;0.027785087868559044;0.022857127939636013;0.016363457955219207;0.0013915609742173318;0.001976307553975376;0.005289787785405342;0.0033228345276736793;0.00040013430651320014;0.007684653756439008;-0.0016625502803269132;0.010310395270879402;0.003032780623213771;-0.000811998272156611;;;;0.008246948544334831;0.006306691567834921;0.009193645100374681;0.01642499027339972;0.01100134447614387;0.013552463641162693;0.008632152998438669;0.015278848061151318;0.016040930581568635;0.010813023677467393;0.012244620196674938;0.010145770552912547;0.01449526221531161;0.008184680538933065;0.020729301527436905;0.03337870936259579;0.02500588478340704;0.024699005223568937;0.010848022113377542;0.006314459352047996;0.015347495057568605;0.010538506411890025;0.023204773768432663;0.01909799969566983;0.0289922957157841;-0.005591680584893677;0.011188894354285939;0.004369937294050774;0.007344126342241797;0.019384370227587544;0.020879168535506865;0.00949200801740857;0.004489051241378439;0.009913155333101331;0.0025846245018449343;0.006457800054794793;-0.00020465357853272081;0.008257600982250035;0.0036518371406721872;0.007916895352940934;-0.0007353700365302362;0.003430820980434013;-0.0006584326104048799;0.00663509246852656;0.006579635116514826;0.009182931634702518;0.005373965646844114;0.02205298738143835;-0.0018967869251451663;0.008069536131354083;0.004438530465852852 +139;0.020492284625935886;0.028633319624857267;0.023757882893831073;0.017387557896649142;0.0021541711032606603;0.002715062379755717;0.006266261902444947;0.0040790926961356;0.0010120757690786908;0.008818983336562947;-0.0010944282596276889;0.011569699390426624;0.003764648387446501;-0.00018517683651397832;;;;0.008788984270238998;0.006449734388713213;0.009568078406219094;0.017148048298927465;0.011398455145731567;0.014252340847446754;0.008998836048272008;0.015724478283040577;0.016647854478214708;0.011258667119987464;0.01283171526575333;0.00987273931243493;0.015033270684305378;0.008347396764801451;0.02078213089915537;0.033694657575335185;0.025146415101214625;0.025499169677883127;0.01091191993285301;0.0065089910159741304;0.015381513597790608;0.01059121527274931;0.02331217566947874;0.019030652051954422;0.029186578196593094;-0.0052503541389195;0.011424250719248463;0.004658462122190232;0.007657228415562822;0.019489358891762176;0.021062395542864154;0.010052892974585892;0.004980564785956876;0.010569516138667523;0.002909662341605279;0.006475230555583078;7.642727028223106e-05;0.008839030698632344;0.004093108411821866;0.00800553231194423;-0.0005230375541767085;0.003796378011633905;-0.0004084611469126198;0.007139928372292825;0.0071198365694117305;0.009829780499135077;0.005839890770437561;0.023512241712180693;-0.0017088073052771158;0.008546657729174623;0.0048912839677134334 +140;0.020712749197718705;0.029528189335822908;0.02467794793994116;0.018392778912559526;0.0028969154583696755;0.0034368799817960927;0.007224515624388861;0.004819614358185009;0.0016072713445753894;0.009938099906238174;-0.0005460019222069956;0.012820745406062262;0.004480497877421441;0.0004213591556210261;;;;0.009299337022851684;0.006585432299296534;0.00992471985501342;0.017860476930384284;0.011781384893692737;0.014930081095195114;0.009346800158627544;0.016167436900757615;0.017247588475882036;0.011686600772537692;0.013397629794750121;0.009626786559792988;0.015561153136420036;0.008498146602907708;0.02074322222344238;0.03387209910722555;0.025170935790688742;0.026295681440746566;0.010945770954936096;0.006689293228099302;0.015354433848166482;0.010617152389754136;0.023324549373427983;0.018868673228151223;0.029249721559284958;-0.004893248768707226;0.01163562196328316;0.004953332394715737;0.007956810353452304;0.019514258866365264;0.021168997327358663;0.010598033447029587;0.005447535801744285;0.01120794696846572;0.0032161254005314;0.006494374264232272;0.0003504887214295094;0.009400618691080442;0.004510917554132798;0.008094093347566944;-0.00032523847615695267;0.004142256558683388;-0.00017612635321540004;0.007624178085289146;0.007637725822416508;0.010456861170908605;0.006284348201482048;0.024997833809006442;-0.001534062340441844;0.009007689600638025;0.005321402646530138 +141;0.020956051837376588;0.030474611955107922;0.025623431074555225;0.01938826159967255;0.003618563521729512;0.004141431476672008;0.008165476486643009;0.005544675527520804;0.0021871806015659745;0.011043610147823957;-6.20980324028686e-06;0.014065872201680651;0.005180499474988998;0.0010110278242276838;;;;0.009783289628951697;0.006714941344406533;0.010266754522673671;0.01856771097221932;0.01215316936920563;0.015591555164017668;0.009679262020202417;0.016610281081623324;0.01784430732659903;0.012100443226354507;0.013947244151779059;0.009404172045237136;0.016082678898134528;0.0086364999077303;0.020603587093255382;0.0338885688188324;0.02506570483219861;0.02707825345858661;0.010947894757963872;0.006855036074801091;0.015261681085467105;0.010614848579623914;0.023231396163834406;0.018603754269042927;0.029163683933934093;-0.004518868895128092;0.01181639921610933;0.005255058671284285;0.008242660353220188;0.01945156668814485;0.021191099507875344;0.011130092923578694;0.005892789292485379;0.01183173832071227;0.0035058998550737686;0.006515134056782057;0.0006015166333179778;0.009945326364720786;0.004907837687613492;0.008182715361426562;-0.00014166891903832912;0.004470527244425537;4.492605641104319e-05;0.008090476017362458;0.008136193965748939;0.011067488040410356;0.006709864382056896;0.02652015584553391;-0.0013713387872598126;0.009454901422787598;0.005731440455749803 +142;0.021221650678556192;0.03147801323776167;0.02660028014508209;0.020381973040834223;0.00431903824887192;0.004828771732693138;0.009089855238317512;0.006254488266835612;0.0027513291589498223;0.012136796524900073;0.0005116576281452012;0.015307021928766651;0.005864785773013748;0.0015823097044872503;;;;0.010245896150304246;0.0068393040834513474;0.010597140354461354;0.01927499496043983;0.012516627484404297;0.016242375687468225;0.009999211979665912;0.017055436395334245;0.01844200918522665;0.012503573217698793;0.01448517715151032;0.009201786301073267;0.01660141624123901;0.008762042153642846;0.020353990179230785;0.03371962326742439;0.02481630333128182;0.027832810031671262;0.010916615901705562;0.007005929417639334;0.015098644098860525;0.010582844045314177;0.02302177364320368;0.018227556549119894;0.028909254266598294;-0.004125402269385736;0.011958242373243722;0.0055642981359073085;0.008514642893900137;0.019293555319777056;0.021120472744745822;0.011651350865180543;0.00631868051984974;0.012443719610235271;0.0037805551669382043;0.0065374306507738345;0.0008373319384247235;0.010475666028691322;0.005286010013998532;0.008271517989481003;3.477985093336411e-05;0.00478291486166782;0.00024653158562748523;0.008541036135641056;0.00861767036224892;0.011664493662454811;0.007118552231785147;0.028089731925256878;-0.001219606555031616;0.009890214603550107;0.006123527305783805 +143;0.021509294787211086;0.03254444070892437;0.02761446540761814;0.02138107097445574;0.005002244821781798;0.005502355496207256;0.010001506120342785;0.006952043432637112;0.0033034282058374;0.013222109502071366;0.0010220501289355255;0.01654926864435524;0.006536264121147273;0.0021415987238962986;;;;0.010691421356967767;0.006959393513295775;0.010918381203395833;0.019987066033232304;0.012874172205479484;0.016887448810033567;0.010309174827511924;0.017505088592612017;0.019044298628626888;0.012898878227804556;0.015015418944691272;0.00901706912068656;0.017120522080354084;0.008874444501055678;0.019985878402474344;0.03334054141159737;0.024408899373040027;0.028535135543737766;0.010850470657835842;0.007141797308620745;0.014861204677687812;0.010519869832922302;0.022685277002594928;0.017732734200615274;0.028467577038480796;-0.003710765447709541;0.012047612144617803;0.005881928889827082;0.008772780645170952;0.019032999824824537;0.020949210175849498;0.012163813315754446;0.006727238043163886;0.01304639729832191;0.004041445062939131;0.00656119881567474;0.0010587870240231778;0.010993831588728575;0.0056472792623022405;0.00836060777572556;0.00019411194464136194;0.005080903863295294;0.00043750479710480406;0.008977773272949907;0.009084257250903893;0.012250372112708852;0.007512232814685382;0.029717574152223092;-0.0010780143637607598;0.010315299923256416;0.00649949745397016 +144;0.02181906324468752;0.0336806648431206;0.02867194749933455;0.022391699683449562;0.0056669596930890576;0.006161283479977575;0.010900066528606311;0.007636727989396186;0.00384207589201635;0.014299698292829066;0.0015177099260675897;0.017793549572330924;0.007194254721185955;0.002685651244243026;;;;0.011123094769619035;0.00707588274491866;0.011232409990135639;0.020707972613857595;0.013227706113391968;0.017530739903887205;0.010611089059201828;0.01796111541335299;0.019654257484753135;0.01328862081659965;0.015541139078303345;0.008847967074722574;0.017642618775160157;0.008972955307687158;0.019487232728438997;0.032718786876358985;0.023824752235106272;0.0291481840672837;0.010747057054572906;0.007261955119719943;0.014543170117517934;0.010423826509122103;0.022207620743468826;0.017108554801297693;0.02781358480332763;-0.00327257637038314;0.01206486926599959;0.006208476705910182;0.009016418551292649;0.018659685118039504;0.020666319903794528;0.012669201283026732;0.007120140453038659;0.013641938388857855;0.004289684230685653;0.006586386985206749;0.0012669434707852645;0.011501681618887982;0.005993164983574051;0.008450078280628603;0.00034603303752134273;0.005365719080090758;0.0006166978864688977;0.009402286738563803;0.009537712381407881;0.012827260364008719;0.00789241542619068;0.03141532804045455;-0.000945857093946012;0.01073156649159035;0.006860865779839909 +145;0.022151218000711625;0.03489436225499054;0.02977911122494359;0.02341995485339554;0.006314414051792228;0.00680675123447938;0.011787098869298407;0.00830962753613873;0.004368391151417406;0.015371669608164051;0.002001436678424451;0.019042733509169518;0.00783976594325908;0.003216106688475606;;;;0.011543582431667754;0.007189323430718875;0.011540831998528178;0.021441442618913897;0.013578840116432511;0.018175724468342702;0.010906557852311427;0.01842523769589599;0.020274713794375065;0.013674710638459153;0.01606506115847295;0.008692795291578959;0.018170047039477777;0.009057217667060247;0.01885006790604382;0.03182786271678839;0.02305031765375698;0.029609755945742333;0.010604977209351496;0.0073662018643718685;0.01414078529269891;0.010293506274613451;0.021578606711141646;0.016348910150540852;0.026928191316128558;-0.0028081015559142664;0.011978144818210135;0.006545038584871321;0.00924554407676148;0.01816663793786799;0.020263729654880214;0.013168812147614561;0.007498555523413386;0.0142320030863049;0.004526041558783778;0.006612961488185576;0.0014624702650591903;0.012000583524269803;0.006324718832677156;0.00854000518045317;0.00048801491693439836;0.005638208371145925;0.0007845307375781152;0.009815717966143667;0.009979290084389247;0.01339676783988164;0.008260161194036275;0.03319516628895858;-0.0008224805737104823;0.011140041971400838;0.007208687820929871 +146;0.02250623203293889;0.0361942763908748;0.03094279232486985;0.02447173570915262;0.0069461903139605985;0.007440328471710611;0.012664568927929998;0.008972192974701532;0.004883838494248671;0.016440574349741888;0.00247534627816004;0.020300249997345365;0.008474164392456074;0.0037348124090592627;;;;0.01195529538569673;0.007300201527449923;0.011845094119843136;0.022191157220746716;0.013929049293885054;0.018825705882127286;0.011197020853863093;0.018899133764744724;0.020908443493209194;0.014058895357581203;0.01658972598646613;0.008550124088096522;0.018705051823877383;0.009126280340056137;0.018060792162441608;0.030629593487154994;0.022064316398644368;0.02981042649090415;0.010421375498025687;0.0074536482046992925;0.01364693002989581;0.01012641018931082;0.02078189612616521;0.015441947310684712;0.025782728859739756;-0.0023141914189668267;0.011732665235862805;0.006892223851873158;0.00945925168085282;0.017542113507771684;0.01972856466368411;0.013663815746692398;0.00786352350516939;0.014818110723059608;0.0047512096288071515;0.006640897732225759;0.0016461208440760045;0.012491760528705376;0.006642881982698801;0.008630456435636424;0.0006208772600578838;0.005899126639562047;0.0009417539510598871;0.010219074036690645;0.010410101831960672;0.0139603551376416;0.008616405699917729;0.03507063903397334;-0.0007073811328059953;0.011541633303876697;0.007543900042690899 +147;0.022884784482228193;0.037590427471935306;0.032170414138921744;0.02555285794623341;0.007561178440468663;0.00806114923429857;0.013531741201280534;0.009623666270527798;0.005387464815176823;0.017506074313289766;0.002937593866247812;0.021566621482168702;0.0090966399776643;0.0042404489166332215;;;;0.012360292295477082;0.0074089263501802005;0.01214644077941096;0.022960698329231533;0.014279634616833126;0.01948373252469693;0.011483708685234406;0.019384419174013234;0.02155813225524239;0.014442711072358949;0.017117421121472076;0.008418757811435085;0.019249741593124203;0.009179609703070968;0.017111755438433462;0.029096514452634725;0.020853629087501324;0.029544328286776778;0.010194647203821683;0.007523892920638819;0.013057829210007088;0.00992114172391445;0.019807288091932995;0.014382596316475205;0.024358437795914623;-0.0017871992369817846;0.011226909240025784;0.007251214645166426;0.00965725108058102;0.01677904581984524;0.01905217401696402;0.014155141477436017;0.008215810843591131;0.015401499650338879;0.004965700239673465;0.0066701831937465705;0.0018184619743863983;0.012976159151669386;0.006948346803644423;0.008721488691006085;0.0007450751673970801;0.0061490278181333125;0.0010888891202556206;0.01061310515102043;0.010830979601645363;0.014519188797950222;0.00896183649453497;0.037056744768393934;-0.000600156572847732;0.01193702799575247;0.007867189770188854 +148;0.023287758535479375;0.039094371098166714;0.03347014701627493;0.026669175141847745;0.008161087649111387;0.008670941438114643;0.014390654511673207;0.010265621766338384;0.005880943229732538;0.01857081713229447;0.00339069051879326;0.022845515755505197;0.009708673009941382;0.00473514645305706;;;;0.012760354279780395;0.00751584542355066;0.012445956119684132;0.023753631647418505;0.01463176222344853;0.02015268089676736;0.011767685890777924;0.019882679935381842;0.02222643515157874;0.014827530006351064;0.017650247207650627;0.008297692779780208;0.019806138914126303;0.00921615853692137;0.015989921503037907;0.027190665784464496;0.01939785779736558;0.028357165816529584;0.009921822644554545;0.007575964545775027;0.012366457272705245;0.009675097485564832;0.01863876477197335;0.013160094390119004;0.02262774094538722;-0.001222869636026802;0.01023675577048122;0.007622856671132716;0.009838535454784192;0.01586579094563456;0.018221335861945298;0.014643465803777067;0.008555905561538957;0.015983112514499576;0.00516984370027096;0.006700817844528251;0.001979886397184716;0.013454437519767382;0.007241554454102905;0.008813146771260882;0.0008609141363437045;0.0063882627496788524;0.001226294500544567;0.010998296462757073;0.011242467077111629;0.015074127370742652;0.009296887526768272;0.03917026777191557;-0.0005004984843570703;0.012326684768688256;0.00817899127873467 +149;0.0237162251662717;0.040719524642390814;0.03485113205341572;0.027826785419185596;0.008745110018209656;0.009269137421541562;0.015240706156286588;0.01089751921983051;0.0063637416657248425;0.01963455988555396;0.0038338589902212616;0.024137678295114595;0.010309671011140109;0.005218250021770898;;;;0.013157047809431277;0.007621256950032462;0.012744599695628356;0.024573585418034893;0.014986497036815538;0.020835329586163298;0.012049887218734123;0.02039550294593273;0.022916032350155935;0.015214601288820462;0.018190175614872017;0.008186082791599714;0.02037622595362565;0.009314403963284201;0.014886531843793072;0.025139662716487154;0.017948434349234654;;0.009691316748674628;0.0077111609773428125;0.011717573582459728;0.009463108883769222;0.017465431450300217;0.011940068242037083;0.020837866554096918;-0.0005816241358700402;;0.008074192852651096;0.010144050184711095;0.014999695641998101;0.017440700583714053;0.015129351177751715;0.008884177069338639;0.016563766186270423;0.005363900122172582;0.006732808865152262;0.0021307566098234254;0.01392712349075087;0.007522843653113176;0.008905469566485746;0.0009687057823533074;0.006617098712464076;0.0013543213473478088;0.011375012731251521;0.011644977887715013;0.015625895056499584;0.009621880903989743;0.04143056954177349;-0.0004083007656496829;0.012710955546292202;0.0084796312276878 +150;0.024171495869075077;0.04248155467866599;0.036323594408620874;0.0290319194450932;0.009313417174083294;0.00985608888298084;0.01608224135617453;0.011519637972078889;0.006836261501253382;0.020698087607244675;0.004267765438894622;0.025444979107147603;0.010899840122537419;0.0056903097975548045;;;;0.013551773940255862;0.007725419675265632;0.013043234786022984;0.025424323873096455;0.015344829876837274;0.021534422281989873;0.012331146159487494;0.020924503102749736;0.02362968004169652;0.015605083710182988;0.018739095913465342;0.008083211024532022;0.020961983911760518;0.009714260177810186;0.014513861290712526;0.023942336721605506;0.01745659046709447;;0.00980257377406124;0.00823259320747649;0.01162574250998294;0.009540734149590557;0.017015551455042632;0.01134763183043419;0.01998147031215991;0.00016728908033580847;;0.00877606962772326;0.010989609443954773;0.014893006977384271;0.017453054090503017;0.01561288724164589;0.009200493011749855;0.017143710612793295;0.005547798626034273;0.00676618353727787;0.0022710786222993606;0.01439421168634858;0.007792096282810634;0.008998475408238282;0.0010684473312592146;0.006835437482028639;0.0014729735838455715;0.011743139291903626;0.012038403649329399;0.016174633696208862;0.009936681243150947;0.04385932977388196;-0.00032347023058165725;0.013089776250931884;0.008768978836037111 +151;0.02465513121112095;0.04439888529109948;0.037899109724242486;0.030291093624906562;0.009866170755946979;0.010432173530994904;0.016915563316871052;0.012132280188428823;0.007298959115538017;0.021762119389374335;0.004693139720494455;0.02676933244358659;0.011479409343180258;0.00615192504326445;;;;0.013945727126275176;0.00782854672409794;0.01334260634910045;0.026309742179745466;0.015707657393952856;0.022252635227708595;0.012612172692274215;0.021471316336008073;0.02437020229288145;0.016000020843157436;0.019298783642801243;0.007988493010633757;0.021565376279741755;0.010121408397812615;0.014266403319129317;0.02294835567568365;0.017128862422945312;;0.009949869005063894;0.008755089977434238;0.011613273713110939;0.009651197403700018;0.016700739089135497;0.01088130060863024;0.019313784212032892;0.0009375003646895363;;0.009450899020076897;0.011834947292264753;0.014896473071470573;0.01757906432802403;0.016093685282910664;0.009504254957230729;0.017722626062763203;0.005721176537697326;0.006800990501143023;0.002400600620074078;0.014855171146529234;0.008048783805416182;0.009092161047433933;0.0011599572395217805;0.007042847896835069;0.0015820400223114373;0.012102098169020858;0.012422130936486253;0.016719906840201082;0.010240723393028617;0.0464811798869188;-0.0002459266961831741;0.013462669303678787;0.009046482790739496 +152;0.02516893756225258;0.046493352302240276;0.039590956508189334;0.03161133374464442;0.010402203806195609;0.010996530415629535;0.017739364138107505;0.012734534538665243;0.007751196719671838;0.022825517750924007;0.005109408934626636;0.028110690932953153;0.012047422316516787;0.006602452129267133;;;;0.014340014816694557;0.007930826987632145;0.013643407317152856;0.02723401590129615;0.016075844909864356;0.022992719600433698;0.012893620440125098;0.022037655501177866;0.025140595597117787;0.01640041787726232;0.019871010711555614;0.00790143505784624;0.02218843461168718;0.010506565056623729;0.014054710492175992;0.022041205077397263;0.01684736164851064;;0.010095238116251348;0.009242095365557979;0.011614784566613134;0.00976200409775596;0.016430552239882767;0.010462023493467587;0.018714512465813793;0.0016968650274153951;;0.010080127158933472;0.01263114371249574;0.014920586784529344;0.017726198402493565;0.016571040358459688;0.009794594979903204;0.01829981611635556;0.005883514898213482;0.006837293358621266;0.002518984545574865;0.01530912996915157;0.008292146280047263;0.009186508630802614;0.0012430281132218557;0.007238713345566472;0.001681260426927289;0.012451021574884091;0.012795232619460584;0.017260898125401658;0.010533182397354457;0.04932496562441069;-0.00017578533381090722;0.01382888845620922;0.009311346421705724 +153;0.02571501722750269;0.04879103181008837;0.04141443579682713;0.03300017992736226;0.010921820100208368;0.011549725314618398;0.018553969587734143;0.013326847193909752;0.008193679856116076;0.023888971656156;0.005517688669366638;0.029471102477416022;0.012604243319252473;0.007042806123087275;;;;0.014735642985933217;0.008032423381737042;0.01394627158696471;0.028201638474312007;0.016450221125301034;0.023757505291608805;0.013176079295158183;0.02262531788048283;0.0259440493187425;0.016807234745352506;0.02045754016665824;0.007821630960104353;0.022833263823279437;0.010874156726544792;0.013873379644879003;0.021206777821786815;0.016605128810339154;;0.01023942754732532;0.009700163411109686;0.011628430378730181;0.009873461047483434;0.016198271404300635;0.010082367025690875;0.018172826117991092;0.002450780768305405;;0.010672432555662525;0.01338876125686872;0.014962853424791756;0.0178927339397269;0.017044018925238102;0.010070464403022172;0.01887430771325249;0.006034199262014539;0.006875165158041208;0.0026258425735825597;0.01575496997879966;0.008521272910864908;0.009281491340015324;0.001317432633731519;0.0074223001888498175;0.0017703433721483197;0.012788839531924223;0.013156561200582506;0.017796512293988598;0.01081305715962122;0.05242517172342587;-0.00011367121937544411;0.014187497987018571;0.009562610124968174 +154;0.026295798337060083;0.051323333796103765;0.04338733964369601;0.034465830361586236;0.011423266292449052;0.012090388416163056;0.019357123544476273;0.013907751766635723;0.008625430117608412;0.02495010435558387;0.005917150076988342;0.03084926849059355;0.013148378862380738;0.007472011583509741;;;;0.015133525027378747;0.008133474864594259;0.014251779350427873;0.029217488016466175;0.01683158433311438;0.024549931712885775;0.013460080700296029;0.023236202615007806;0.026783985742340977;0.017221393529314954;0.021060141624958506;0.007748754950718473;0.023502063170693588;0.011228352452533397;0.013717841210566184;0.020434243401635244;0.016396320309417067;;0.010383119833621612;0.010135616657661384;0.011652605337751032;0.00998585123784057;0.015998247519983244;0.00973636580953563;0.017680025636874652;0.0032005587726434692;;0.011236324820726562;0.0141181989934549;0.015021109086301276;0.018077205447051936;0.017510257266941665;0.010329486217789507;0.019443385546384584;0.006171775217055586;0.006914738250733188;0.0027200006231947738;0.016190022663116532;0.008734073429594646;0.00937701882026254;0.0013823301163529145;0.007591925089671214;0.0018482909095758338;0.01311314530576524;0.013503514176241849;0.018323910709734936;0.011078111759372122;0.055820088357878994;-5.9747502615392634e-05;0.0145363566320319;0.009798107969073655 +155;0.02691405368466182;0.05412845625764706;0.04553057718202147;0.0360173678022363;0.011906389246831406;0.012618709733593247;0.020148409453325966;0.014477286957181201;0.009046901927661444;0.026008623883954085;0.006308679779678861;0.03224629903220266;0.013679794584407268;0.007890719903228538;;;;0.015534491919577675;0.008234098561407555;0.014560463005679147;0.030286906571203365;0.017220709305116433;0.02537308348151235;0.013746103482188632;0.023872330588977864;0.027664106848254932;0.017643786721791677;0.02168060884128109;0.0076825556670614414;0.024197150280899637;0.01157202031169502;0.013584730703835368;0.01971487971109631;0.01621661128150864;;0.010526817310629322;0.01055266451523662;0.011686181342394297;0.010099393383180333;0.01582630344375624;0.009419367981579607;0.017229362715285412;0.003947716765683396;;0.011777414996318902;0.014826434555740065;0.01509386739018248;0.018278734221188864;0.017966825965312405;0.010568872869366475;0.02000363239959113;0.006294573934544911;0.006956166740858083;0.0028001730243216727;0.016611032051689234;0.008928121732173944;0.009472978067771032;0.0014368415140267876;0.007745639208040611;0.0019140416616324485;0.013421064616732648;0.013832977181604256;0.018839568021257302;0.011325711280452677;0.0595557134221536;-1.458400929732484e-05;0.014872874762473232;0.010015308181970162 +156;0.02757314016991186;0.05725326681766307;0.047868521872425185;0.037664152819893326;0.012369091092012341;0.013133045888941597;0.02092479108436296;0.01503363882557096;0.009457014056363122;0.027060983923066106;0.00669148868753866;0.03365962671862144;0.014196664759369093;0.008297902178221128;;;;0.01593929859856813;0.008334391157620913;0.014872810883147292;0.031415789482018064;0.017618352261098535;0.026230226076148666;0.014034577464135944;0.02453586514437356;0.028588445466741996;0.018075283163791478;0.02232077503919072;0.007622852389608248;0.024920985397667295;0.011907590580520155;0.013471319925441594;0.01904173177707813;0.016062504727200944;;0.010670951695452846;0.010954874466466036;0.011728248879760428;0.01021428118305745;0.01567906036101485;0.009127614973446607;0.01681540354986455;0.004693763514042937;;0.012300494187086009;0.015519517260874083;0.015179951315711593;0.018496708789864424;0.01840941644423688;0.010784689628193234;0.020549917785601557;0.006400238166352379;0.0069996583758951125;0.0028645075369604367;0.017013276332670912;0.00909999201536782;0.009569197826255094;0.0014796822916357533;0.00788069895557264;0.0019660497665445753;0.013708509473451924;0.014140514372290358;0.01933826835959318;0.01155213061196081;0.06368563308022945;1.9539088739861654e-05;0.01519333878482676;0.010210637027776914 +157;0.028276960334540857;0.06075598055598008;0.0504301659374462;0.039416438534487064;0.012810581772019214;0.013633037556250782;0.021684748310249913;0.015576244644104453;0.009855849241831471;0.028105340876286466;0.007066132639391265;0.035088670797740695;0.014698374492344568;0.00869382676899022;;;;0.01634862669393744;0.008434429614572747;0.015189268873821882;0.0326106878623047;0.018025253981174494;0.02712484214807831;0.01432588495866749;0.02522913400327187;0.02956142215730717;0.018516731731007097;0.022982526184408103;0.007569533441955101;0.025676196268186846;0.01223717814282066;0.013375348384791041;0.01840921923234029;0.015931113324817447;;0.010815904493413964;0.011345343079830483;0.011778058525949708;0.010330690937214504;0.01555372694868995;0.008858023632470235;0.016433706336996146;0.00544016946448489;;0.012809752150770848;0.016202830552166425;0.01527841179655598;0.018730721516554083;0.018831368982843988;0.010971043463834707;0.021074197178977627;0.006485236139083805;0.007045513485990362;0.0029101706966554453;0.017389550402296394;0.009244563701950703;0.009665406042171809;0.001508864195894577;0.007993000137469952;0.002001935701760549;0.013969331139261021;0.0144194411222488;0.019811931352633816;0.01175179749397448;0.06827041178054016;4.2712036513736784e-05;0.01549212469520267;0.010378753760087789 +158;0.029029977618629688;0.06470985325905732;0.05325047231355162;0.041285768054358796;0.013228325127586982;0.014116683140275144;0.022424197427253656;0.0161028374153096;0.010242177744254732;0.029136479417249173;0.007431818940465185;0.03652885618544366;0.01518266879166208;0.009077364632172236;;;;0.016763083778938648;0.008534271264723503;0.01551024004811452;0.033878927901378586;0.01844214112171272;0.028060669283214046;0.01462036024684965;0.025954652844974113;0.030587909467179486;0.018968962839850945;0.023667812383828424;0.0075225566453241965;0.02646560416687538;0.01256261061711672;0.013294939399155714;0.017812826019734218;0.015820046681656152;;0.010962013931404835;0.011726722248159627;0.01183499727279691;0.010448784311152481;0.015447991310227005;0.00860804257396297;0.016080611115405152;0.006188364839189497;;0.013308801521270897;0.01688112843084688;0.01538849515712426;0.018980547176039475;0.019223207889044525;0.01111980021562442;0.02156489187654642;0.006544710936009834;0.0070941391933874165;0.0029332732196568623;0.017729694342051405;0.009354779416782533;0.009761212710744482;0.0015216624086317188;0.008076897809662364;0.00201843314098471;0.01419497345220444;0.014660448839235785;0.020249024110012837;0.011917000381141185;0.07337844814802641;5.164747999786279e-05;0.01576135403769774;0.010512286798157078 +159;0.029837724658213327;0.06920823129329468;0.05637112172089931;0.04328357473729294;0.013620874882139256;0.01458305163613538;0.023140298070065346;0.01661220141589903;0.010615730926805345;0.030150519078624427;0.007788832820129321;0.037977125794142697;0.015648311139757065;0.009448439774212614;;;;0.01718322973176789;0.008633958916280604;0.015836100176629397;0.03522878688944808;0.018869743322096677;0.029041777919663114;0.01491830494993085;0.02671516561146392;0.031673331432101715;0.019432809025973996;0.02437868777936103;0.007481935732535527;0.027292274693557883;0.01288532587386515;0.013228637749287064;0.01724881942979828;0.015727453361033317;;0.01110956309727995;0.012101047519185948;0.011898614467335422;0.010568704291098796;0.015360062694261267;0.008375593808923942;0.01575317075301852;0.006939734563607858;;0.013800434244792048;0.01755823477856855;0.015509684820581904;0.019246187344130417;0.019571045879025584;0.011219306710243404;0.022004885385101702;0.006571723836427346;0.007146109184841709;0.002928229610613231;0.018018932761933892;0.0094205501931931;0.009856043339937726;0.0015141507949805177;0.008124324638948965;0.0020108436673311747;0.014373116928472651;0.014850120319881976;0.02063261581906184;0.0120366860225678;0.07908280816063151;4.330469934543668e-05;0.01598962556486938;0.010600688213249776 +160;0.030706872380778183;0.0743720501449523;0.059842714504456995;0.045421558518110805;0.013985067525482786;0.015029602856255764;0.02382745574547218;0.01710140523416326;0.010975015605788951;0.03113972881365723;0.00813627395710348;0.03942557845528771;0.01609242181303372;0.009805707049795997;;;;0.017609504595776482;0.008733508072610308;0.016167155991599014;0.03666959058479902;0.019308754442656118;0.030072536903307467;0.015219945985163186;0.027513643368384577;0.032823696731704044;0.019909057845211686;0.02511725597846881;0.007447775659345401;0.028159500550875682;0.01320659370278332;0.013175241036570973;0.016714164164111645;0.01565181294860396;;0.011258809797947578;0.012470097913833356;0.011968548609282648;0.010690586015759784;0.015288469295734797;0.00815894637263559;0.01544895725829265;0.007695648034823477;;0.014287120402243447;0.018237655444679368;0.015641596176374173;0.019527781806186972;0.019853326244379743;0.011251770635092861;0.02236743650481099;0.006555670106410338;0.0072022916807317205;0.0028864688373210212;0.018234468476436283;0.009426474588308698;0.009948996713964098;0.0014802906524232773;0.00812296247412747;0.0019719459430197483;0.014484887590715645;0.01496789366712803;0.02093639870960251;0.01209396332592505;0.0854495597225553;1.306413200463652e-05;0.016159402097200237;0.010627852761441514 +161;0.0316454938762758;0.08036086757233762;0.06372734278410874;0.04771135565554274;0.014318746155964845;0.015454773283692713;0.024481185739069877;0.017568484290931385;0.011319405117721226;0.03209745758911453;0.008474184966105303;0.04086738984832661;0.0165130625311517;0.01014875405096316;;;;0.018042229671179744;0.008832907608988028;0.01650364560798845;0.03821192597568279;0.01975983456077146;0.03115767291615268;0.015525436302157858;0.02835332032295268;0.03404570601435064;0.02039845429960041;0.025885686330653135;0.007420276150750249;0.029070841330381403;0.013527563509716511;0.013133741957876532;0.01620640413626706;0.015591861909445281;;0.011409994152631886;0.012835465888514808;0.012044506862490922;0.010814559644355848;0.015231986451306856;0.007956645560712516;0.015165957084850024;0.008457410754624917;;0.01477110159609385;0.01892269434009841;0.015783948700416328;0.019825589243646524;0.020036285010693988;0.01118971111413991;0.02261044735379525;0.006480171924075795;0.007264019844109182;0.0027947241878426565;0.01834077049581928;0.009348777229984506;0.010038653793809527;0.0014107198745746397;0.008053793183561697;0.0018905513353684178;0.014501041033998407;0.014981900448593821;0.021119137117000197;0.012062722079504873;0.09251365857411686;-4.809597637067675e-05;0.01624341764451742;0.010568908227410967 +162;0.03266400915573875;0.087389410027637;0.06810072510690579;0.05016163805544904;0.014618007953142054;0.015855369414338072;0.02509394523988462;0.018009689465604328;0.01164709268472175;0.03301250053006177;0.008801531702544718;0.04228959033657953;0.016906594314342493;0.010475976910526597;;;;0.018481617665153882;0.0089321224179566;0.016845744852319156;0.03986791666624889;0.02022361810770701;0.03230235299700546;0.015834861030045833;0.029237741331908595;0.03534689087545495;0.02090171037579247;0.02668624246924689;0.007399726566586717;0.030030178204648372;0.013849254140389178;0.013103320112234584;0.015723557111203657;0.015546581833915551;;0.011563338137977719;0.013198536919904913;0.012126265281193316;0.01094075034482167;0.015189625565883325;0.00776747618655893;0.01490252243721446;0.009226269393048936;;0.015254360575778003;0.01961642280508491;0.01593656805823862;0.02013999476648598;0.020063847703088666;0.01098790265940075;0.02266377968602007;0.006318235444205733;0.007333484622539466;0.0026310850039139577;0.01827904901597388;0.009148324367250993;0.010122640085255319;0.0012899582315026858;0.00788549246954795;0.0017481676824063763;0.014373362061286143;0.014839601681213344;0.021112347585139246;0.011899966511080606;0.10021349461645535;-0.00015152674058183102;0.01619660613095364;0.010382913432625096 +163;0.03377591998336371;0.09575375410999087;0.07305611001375578;0.05277585907765736;0.014879717401612313;0.016228926178717185;0.02565886970966924;0.018421981876085014;0.011956934776879313;0.03387398257468399;0.009117998070758193;0.04367902483758013;0.017270081691582395;0.010786479334947474;;;;0.01892772025916223;0.009031084983435078;0.01719353715624372;0.041651486836090434;0.02070068602897268;0.0335121998752399;0.016148207604855136;0.03017078612752011;0.03673572538719194;0.021419471055914685;0.027521250043558987;0.007386532946155211;0.031041728119215795;0.01417257967363017;0.013083314061313356;0.015264049021458392;0.015515164446745056;;0.01171904963033854;0.01356052872464475;0.012213658769447244;0.011069279874540316;0.015160600172009708;0.007590425162715131;0.014657319022566062;0.010003462634733284;;0.01573867484285363;0.02032175155737681;0.01609937322514765;0.020471504076387093;0.019834438737367677;0.010564702734044085;0.022400206771306497;0.006020976713965176;0.007414640744216827;0.0023556802840518642;0.017943056341983787;0.008754407151374322;0.010196616821709581;0.0010897365815433213;0.007561402662946692;0.0015110737695721577;0.014014816534396846;0.01444618001924547;0.020792045992835684;0.011528078559061794;0.10821527055164881;-0.00032123138084627634;0.01593751532479193;0.009995932628832804 +164;0.03499936465298248;0.10587375328064663;0.07870816769789646;0.05554644360649086;0.01509940771969387;0.01657173006831969;0.026166418465171426;0.01880090509553145;0.012246947227065208;0.03466664681693021;0.009422561661723172;0.04501597159849591;0.017599251466286825;0.011078543903924265;;;;0.01938043609334761;0.00912969852920864;0.01754701952082882;0.04357877787835307;0.021191573635738425;0.03479339760257949;0.016465371935326267;0.03115673191605206;0.038221824029985085;0.02195232319853957;0.02839312743902611;0.007381208113144466;0.03211011408723197;0.014498387966616288;0.013073183152815915;0.014826661093457982;0.015496963108390771;;0.011877328175813329;0.013922550018097613;0.012306566662016905;0.011200268784048784;0.015144278993796334;0.007424641837140977;0.014429266032378263;0.010790134522376649;;0.016225697696963692;0.02104153993864455;0.01627235663799087;0.020820731578964247;0.019145040766486154;0.009757197771033344;0.021565453701693826;0.0054905357340224725;0.00751541970657954;0.0018886087642553395;0.017120794827680696;0.008025789127352634;0.010251820636249298;0.0007533500588678965;0.006968210149555953;0.0011116616098001408;0.013251744301912338;0.013612542267412042;0.01991072681603856;0.010792121450705183;0.11543036164116083;-0.0006048947284373885;0.01530344545342821;0.009260336228620325 +165;0.036360366875599404;0.11836474159064969;0.08519495059683568;0.058441320146593645;0.015272376147020705;0.016879846577103508;0.0266059489282916;0.019141675708797767;0.012515114619468415;0.03537275293191222;0.009714274301541703;0.046276175874033654;0.017889551724474484;0.011350455870020926;;;;0.019839441218901355;0.00922782647614595;0.017906063106157943;0.04566857216306075;0.021696732971127286;0.03615271165954648;0.01678611926554263;0.03220028662948693;0.0398161105609488;0.02250074925046197;0.02930433879016081;0.007384404797960542;0.03324038383570138;0.014827434822729968;0.013072526900464121;0.014410492071581293;0.015491519074679161;;0.012038361807921616;0.014285559133162984;0.012404921759436638;0.011333835393726344;0.015140211049898267;0.007269436260711415;0.014217545558592337;0.011587353985593962;;0.01671690135342707;0.021778531498771736;0.01645560033845106;0.021188421510076605;;;;;;;;;;;;;;;;;;;; +166;0.037898737700839846;0.13416547008383217;0.09267477666809809;0.06137718361362232;0.01539377497471528;0.01714914644409493;0.02696586375517518;0.01943921841313334;0.01275937302709107;0.035972245727381114;0.009992213877896505;0.0474306318900205;0.018136188786664786;0.011600479503083072;;;;0.020303870679512226;0.009325237752014548;0.01827022558728142;0.0479424946992556;0.022216343297005503;0.037597172494624465;0.017109899701997944;0.033306494890164906;0.041530782789039766;0.023064897981136312;0.030257076797530758;0.007397109423151416;0.034437822535075435;0.015160400093382154;0.013081073563857681;0.01401495228068328;0.015498549231545367;;0.012202329488627317;0.01465038926865414;0.012508705442822565;0.011470096809207297;0.01514811361837487;0.007124266218510145;0.014021590204417067;0.01239608317630947;;0.01721361257243148;0.022535411431543917;0.01664927045699538;0.0215754500928087;;;;;;;;;;;;;;;;;;;; +167;0.03968148841975272;0.15478005275890516;0.10130155630321469;0.06415606476579616;0.015457210061873505;0.017374067134002247;0.027230979916077924;0.01968676197545771;0.012976795019898346;0.03643852011451609;0.010254828098370639;0.048439070894471414;0.01833279210458938;0.011826071671868998;;;;0.020772522468462062;0.009421649416584854;0.018638876280361538;0.05042606097777025;0.02275043531029386;0.03913447248217372;0.0174359735881362;0.03448093135644337;0.04337983110901955;0.02364473210425999;0.031253491693741364;0.007420497716441932;0.035708207782054524;0.015497931313027236;0.01309864077483669;0.013639744966102874;0.015517896647717078;;0.012369407500068652;0.015017814888651282;0.012617932160447154;0.011609171347104486;0.015167824105522865;0.006988705168529119;0.013841033088240251;0.013217142285676275;;0.017717105253504895;0.023314933659912107;0.016853596210605337;0.02198281452272144;;;;;;;;;;;;;;;;;;;; +168;0.0418397926202827;0.18276815519360745;0.1111160123536098;0.06628735559452403;0.01545661901548534;0.017549237592436207;0.027385735806322753;0.019877654219754737;0.01316469730539871;0.036743009567590024;0.010500852342082978;0.049255533037511845;0.01847316729164461;0.01202495553014471;;;;0.021243759179757626;0.009516714850295038;0.019011143119247786;0.053149575259687554;0.02329883638453978;0.04077298666098328;0.017763360035752962;0.0357297554882664;0.045379359383632134;0.024239959551792478;0.03229560755601757;0.007455965902481876;0.03705783593046952;0.015840626732991803;0.013125151565409388;0.01328486629389869;0.015549553443193864;;0.012539767384213696;0.015388524497986888;0.012732656205376891;0.011751177937235124;0.015199321855933534;0.006862446814528966;0.013675726230793273;0.014051161277206181;;0.01822856403404005;0.02411989089795441;0.01706888252340566;0.022411653313834212;;;;;;;;;;;;;;;;;;;; +169;;;;;0.015385005167087518;0.017668313664174207;0.027411870225386603;0.02000404698318925;0.01331984246145923;0.036851538052075083;0.010728644170292179;0.04982238742112299;0.018550044789588216;0.012194349004578497;;;;0.02171453908682608;0.009609859791645747;0.01938534148984916;0.056147982052512146;0.02386057863658575;0.04252051059673456;0.018090277446073277;0.037059277721833705;0.04754705333062692;0.02484931657397793;0.0333842573765889;0.007505725749444969;0.03849276861538653;0.01618903650310466;0.01316063656541333;0.01295061868369618;0.015593666575633214;;0.01271357635728132;0.015763121945074565;0.012852972390530737;0.011896236418262318;0.015242733288062027;0.006745303904415745;0.013525748673060778;0.014898752324128961;;0.018749087476632176;0.024953135636274104;0.01729551384512429;0.02286325997942462;;;;;;;;;;;;;;;;;;;; +170;;;;;0.015234056134705187;0.01772367005060771;0.02728746824473771;0.02005650777145862;0.013438298584512287;0.036722404619685345;0.010936129284690566;0.05006629510919136;0.018554721313925104;0.012330850301207619;;;;0.022181238784612867;0.009700444518984774;0.019759476791598285;0.059463649105640615;0.02443440033309774;0.04438553809869206;0.018414643497672967;0.038476539490893025;0.04990358612223511;0.02547116543982808;0.0345199529621415;0.007572208501244959;0.04001964969509608;0.01654367892909958;0.013205219383572886;0.01263760180719431;0.015650520548418867;;0.012890999936306935;0.01614215010583242;0.012979010663934809;0.012044468644843875;0.015298314971237348;0.006637193110966444;0.013391386121683557;0.015760473549208842;;0.01927972227993091;0.025817644773736936;0.01753394861057389;0.02333908967831666;;;;;;;;;;;;;;;;;;;; +171;;;;;0.01499550821379625;0.01770748227668606;0.026989529989473127;0.0200252724660539;0.013516097839914587;0.03631039313499651;0.011121274101204448;0.049903006877223266;0.01847827921191325;0.01243104807972939;;;;0.022637665695935394;0.009787432347419078;0.0201300757736268;0.06314534311333975;0.02501752010759961;0.04637435871399198;0.018732932244863387;0.039988292170849205;0.05247112177858848;0.026102007488402523;0.03570060013875531;0.007659266291692002;0.04164398427237237;0.016905029192912813;0.013259130876811853;0.012346730982491616;0.015720559643802257;;0.013072200649739352;0.01652607284214591;0.013110941588728608;0.012195998183419321;0.01536647439019978;0.006538142034345995;0.013273155128523784;0.01663543502856868;;0.019821439957615428;0.02671651120723928;0.017784731392010866;0.02384078381028487;;;;;;;;;;;;;;;;;;;; +172;;;;;0.014660260015034066;0.0176109141801013;0.026492300989435225;0.01989930440995269;0.013548712106586924;0.035564187793205915;0.011281688557970848;0.04923260081320624;0.018310696722814046;0.01249103170777166;;;;0.023075582796474148;0.009869515001557416;0.020492523783338767;0.06725140289033571;0.02560594312127673;0.048491653277429325;0.019040518115560845;0.04160138608434738;0.05527451488378288;0.026736837772330713;0.03692190671189355;0.007771703456156742;0.04337059446361069;0.01727343459860542;0.013322815721980241;0.012079471259614838;0.015804541450965437;;0.01325732593470974;0.016915149324911116;0.013249013183602387;0.012350946119762063;0.015447915969314274;0.0064483855758562525;0.013172012985879333;0.017522960738160287;;0.02037496413774631;0.0276527438267683;0.018048555107899822;0.02437024292972334;;;;;;;;;;;;;;;;;;;; +173;;;;;0.014218300077807111;0.01742402349816874;0.02576713732461966;0.019666176772520028;0.01353100630045967;0.0344262483898653;0.011414609408454957;0.04793855087755705;0.018040751881747696;0.012506352733149484;;;;0.023482180063648328;0.009944720217650915;0.02083959789620493;0.07184847605180222;0.026192872101311604;0.05073612614962575;0.019330254339205544;0.04332131351490742;0.05833906291781832;0.02736720485002042;0.038174194707177644;0.007916694117820589;0.04520112139666821;0.017649191758792315;0.013396853568709566;0.011837778203132365;0.015903434359005097;;0.013446519699508053;0.017309549196456553;0.013393521509563633;0.012509435429939542;0.015543542011553169;0.006368300609652655;0.013089242198508821;0.018422254889745138;;0.020940930089732857;0.02862949970869688;0.01832622009070317;0.024929608478890253;;;;;;;;;;;;;;;;;;;; +174;;;;;0.013658584624976933;0.01713563550549213;0.024782343870764723;0.019311917693352942;0.013457169677671188;0.0328328518725548;0.011516867835939526;0.045887587092682924;0.01765588688745512;0.01247196766723635;;;;0.02383792313742139;0.010010123054316145;0.021160251475361824;0.07701059173181524;0.026767316450125422;0.0530958098482428;0.019591313440287528;0.04515077428277148;0.06168816170091229;0.027979492225477798;0.03943928225310789;0.008104801462265665;0.047131476260408145;0.018032525010727607;0.013481984120099488;0.011624140826962615;0.016018456694143146;;0.013639919801303413;0.017709318911806493;0.013544820061425322;0.012671590290781909;0.015654489504742575;0.00629842063055408;0.013026494588447624;0.019329683624474736;;0.021519838097123323;0.029650055427883015;0.018618654164883175;0.025521303505435133;;;;;;;;;;;;;;;;;;;; +175;;;;;0.013039779045448285;0.016810200882285353;0.023611378453545884;0.01890112928907195;0.01338289790744629;0.030854245188656315;0.011643518466805225;0.04311361634151012;0.01721694448945288;0.012445177136970131;;;;0.02411207016822181;0.010061211108073231;0.021437051528531703;0.08281293021285652;0.027311193963801883;0.05553806757389468;0.01980673214402051;0.04708645116603016;0.06533707775232289;0.028551352797107188;0.040684072052164066;0.008352266708350986;0.04914634425339304;0.01842356293835079;0.013579136239183609;0.011441639308471308;0.016151123432492476;;0.013837655317249675;0.018114345687481048;0.013703330219002718;0.012837535323321214;0.015782173620764617;0.00623945446216656;0.012985847897015512;0.020242532634957122;;0.02211200236085953;0.03071777093745076;0.018926936281364326;0.026148081116588173;;;;;;;;;;;;;;;;;;;; +176;;;;;0.013215999755456287;0.017368885035900616;0.023589685684284323;0.019401595511450154;0.01404076231009066;0.030242082001581405;0.012473349540171874;0.04192595755549644;0.017626121135536965;0.013163190130316527;;;;0.024253321977520392;0.010090538871704524;0.0216408128600436;0.08931166049311412;0.02779328206505194;0.057988123523354695;0.019948262867357403;0.04911190118742659;0.06927775003639458;0.02904427905750473;0.04184718079438765;0.008685859361462489;0.05120733535379218;0.018822076696365597;0.013689781421152847;0.011295023242133051;0.016303767398472835;;0.014039808439836876;0.018523977696415117;0.013869656818344622;0.01300738205936669;0.015928781281020155;0.006192647560960385;0.012970601660084125;0.021153908986393688;;0.022717018008439727;0.0318353993840208;0.019252492977986257;0.026813240187438248;;;;;;;;;;;;;;;;;;;; +177;;;;;0.013675695288267065;0.018243911038099303;0.024018008944810765;0.020237780871815048;0.01494504636729177;0.030190768888725072;0.013527269901354666;0.041413939114679166;0.018344003855171542;0.01412673701912115;;;;0.024168751080687945;0.01008467665913304;0.021718490208023744;0.0964849527682704;0.02815559619289254;0.060279719667431286;0.01996474693667838;0.05118095512286569;0.0734407592432087;0.02938688362561903;0.0428088291313069;0.009153791166751968;0.053225696164236336;0.01922776032980089;0.013815563536418551;0.011189701902773352;0.016479017239701355;;0.014246457543815816;0.018937430959267032;0.014044465426252484;0.013181244871185549;0.016096773710350232;0.00615939078330352;0.012984482378728956;0.022056141149460196;;0.023334317532588855;0.03300585994052052;0.01959691083572135;0.027520492833410515;;;;;;;;;;;;;;;;;;;; +178;;;;;0.014130758541788468;0.01912169543866582;0.024468085285844543;0.021084832885069793;0.015839122756908353;0.030162955955332915;0.014561735214996152;0.040899601196898505;0.019066857854586727;0.01507539897389043;;;;0.02367224799857115;0.010016679614579749;0.021563422316314695;0.10406036579459588;0.02827989195463665;0.06203223252620926;0.019753540517757462;0.05317577769146864;0.07759468795794722;0.02943383822913892;0.04331688464271177;0.009853130155940137;0.05499408920359217;0.019639842378321837;0.01395881747267913;0.011133326496742035;0.016680566346976455;;0.014457621013154953;0.019353226097484577;0.014228651871229459;0.0133592209415333;0.016289613082382526;0.006141745609351101;0.013032815281177723;0.022937002827673747;;0.023962372147853794;0.0342311599541093;0.01996222878799503;0.028274288001395087;;;;;;;;;;;;;;;;;;;; +179;;;;;0.014586479272425401;0.02001094284745597;0.02494589345890086;0.02195108644748678;0.01673164348100853;0.03016283653861429;0.015587014050154169;0.04038525495880407;0.019801795679905476;0.016018588208755236;;;;;;;;;;;;;;;;;0.020056989575162554;0.014122694061252439;0.011136274008693325;0.01691338066659509;;0.014673245626243725;0.01976905078944713;0.01442338135211052;0.013541386546753853;0.01651195678568229;0.006142554891281349;0.013122835805160715;0.023778930400793707;;0.024598470752503987;0.035512074653653136;0.020351022334974878;0.029079958745870438;;;;;;;;;;;;;;;;;;;; +180;;;;;0.015044432900194638;0.02091604311550954;0.025452817121124238;0.022840690276220932;0.017627234335178543;0.030189593554813543;0.01660906186414013;0.03986774247002789;0.020551975055946636;0.016961447332277113;;;;;;;;;;;;;;;;;0.020477062849162397;0.014311480538344301;0.01121277294878642;0.017184205870727;;0.014893174079202542;0.020181409992612198;0.014630190332263648;0.013727785792710834;0.01677013140233452;0.006165749012459587;0.013264467785190859;0.024557140652290976;;0.025238185063490848;0.036847318359092274;0.020766604084872298;0.02994400061821101;;;;;;;;;;;;;;;;;;;; +181;;;;;0.015506096774877576;0.02184135444011792;0.025990461385315244;0.023757881152413174;0.018530292176885843;0.03024270589440614;0.01763345785587822;0.03934433166981799;0.02132054643792658;0.017908820469733522;;;;;;;;;;;;;;;;;0.02089672604391324;0.014531100861406854;0.011382579873502774;0.01750235210157125;;0.015117092838848989;0.02058506545387273;0.01485114678833499;0.013918412489454579;0.01707286967017574;0.006216815922055807;0.013471500060937336;0.025235812010446;;0.025874508669959995;0.03823218398928907;0.02121332936622422;0.030874481722962366;;;;;;;;;;;;;;;;;;;; +182;;;;;0.015972883184169007;0.02279130131874152;0.02656066478966812;0.024707071745333264;0.01944509915874848;0.03032192377683529;0.018665562230277377;0.038812741641631954;0.02211071760905503;0.018865383074961994;;;;;;;;;;;;;;;;;0.02131047956011578;0.014790403369943084;0.011675536680943566;0.017881686404223718;;0.015344398225042077;0.02097165675620849;0.015089257875054551;0.014113162659552758;0.017433182235979672;0.006304091789739119;0.013764700972372146;0.025762807161735513;;0.026495782727482986;0.03965523148321526;0.02169734559735803;0.03188193343899881;;;;;;;;;;;;;;;;;;;; +183;;;;;0.016446106372904445;0.02377032354811981;0.027165538613586837;0.02569283131739386;0.02037572207591165;0.030427297751755678;0.019710368357491626;0.038270983734625785;0.02292572121698333;0.019835521337904338;;;;;;;;;;;;;;;;;0.021709479232042472;0.015102676099482237;0.012136807226412194;0.018343019008893457;;0.015574038017725722;0.021328019671588705;0.015348950713494847;0.014311778757288618;0.01787059436062688;0.006440198436444833;0.014175451792806992;0.026060012513342223;;0.027083089600625554;0.04109381779693355;0.022227507359788956;0.03298049395573266;;;;;;;;;;;;;;;;;;;; +184;;;;;0.01692706124028831;0.024783091195850537;0.027807472070538797;0.02672006329890464;0.021326284439936005;0.030559142126261984;0.020772893707393103;0.03771756886827393;0.023768951422724727;0.02082365344321402;;;;;;;;;;;;;;;;;0.022078921049925482;0.01548908015904793;0.01283904374761391;0.018919463780270984;;0.01580415327585505;0.02163246835141508;0.0156371562914579;0.014513722574499566;0.018416176456587663;0.00664541295707799;0.014754066088182194;0.026007905499262796;;0.027604567041820682;0.04250441116350112;0.02281739046890896;0.03419028013202596;;;;;;;;;;;;;;;;;;;; +185;;;;;0.01741701882993285;0.025834533800384585;0.02848917029643261;0.027794054574860505;0.022300964294540204;0.0307180528024249;0.021858163747036308;0.037151497571612846;0.024643984072929448;0.021834218628192903;;;;;;;;;;;;;;;;;0.02239221247245926;0.01598632858043625;0.013909573694391275;0.01966840043459006;;0.016031275453520122;0.02184651366368473;0.01596573263493617;0.014717889589238697;0.019123772914138137;0.006955228951153969;0.01558839770689291;0.02541909090785177;;0.02800279223528601;0.04380103142768865;0.023489762325788366;0.03554250871255382;;;;;;;;;;;;;;;;;;;; +186;;;;;0.017917234335715237;0.026929906844243456;0.029213695001622964;0.028920555721455132;0.023304038685789452;0.030904927210738453;0.022971268399569866;0.03657230238079756;0.02555461851716645;0.02287172502651591;;;;;;;;;;;;;;;;;0.02259717148515583;0.016664908094711772;0.015595130901396637;0.020699870476101223;;0.01624842157104256;0.02189526996513702;0.01635720849435418;0.014921930645024672;0.0200966567912767;0.0074382975053887135;0.01684807600257665;0.023980671488629923;;0.02816496762476728;0.04480409012848585;0.024287155337771926;0.03709144676930942;;;;;;;;;;;;;;;;;;;; +187;;;;;0.018428956828579035;0.02807487263480546;0.029984512246810535;0.030105878436010758;0.02433993918506594;0.031120992036547057;0.024117432909097403;0.035980118923418236;0.02650492809265259;0.02394080911956853;;;;;;;;;;;;;;;;;0.02257663449628755;0.017681366504966656;0.018448931803422552;0.02225805219357191;;0.016439637862335044;0.021611565240497566;0.01686123850211174;0.015120306922763116;0.021564005742774617;0.008248081138078733;0.018911893499444332;0.021135112856614957;;0.0278381262348093;0.04509530698848585;0.025302080266925486;0.038948156327756944;;;;;;;;;;;;;;;;;;;; +188;;;;;0.018953436904955767;0.029275588670665376;0.030805550320881836;0.03135700654272622;0.025413306221515386;0.031367842795211875;0.025302085846553357;0.03537577726676766;0.02749931436283226;0.02504629277562842;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +189;;;;;0.019491932151670444;0.030538805860071738;0.03168126990029552;0.03268172427733318;0.026529042998142738;0.03164749800012101;0.026530925390762294;0.03476091822712435;0.028542566235672195;0.026193238684124265;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +190;;;;;0.020045731949675294;0.03187203046182663;0.03261673879359939;0.03408880576888185;0.02769243423534562;0.031962429492931155;0.027810072829483334;0.03413818091776255;0.029639958519018905;0.027387080101006545;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +191;;;;;0.02061615039342901;0.03328363628063313;0.03361773719509453;0.03558818455829049;0.028909179686726127;0.03231564967620515;0.02914610183056332;0.03351130826443982;0.030797317625531395;0.028633644075285458;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +192;;;;;0.02120443998509114;0.03478281196995403;0.03469092639445315;0.037191008397998715;0.03018519726790425;0.032711006048731894;0.030545772614268718;0.03288525352625438;0.03202096837365864;0.02993892260149089;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +193;;;;;0.021811887598248036;0.03637997422145001;0.03584395727556411;0.03891008393903761;0.03152699106420209;0.03315317069434709;0.032016515386101174;0.03226674651421235;0.033317988075658334;0.03130947970897158;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +194;;;;;0.022439765399055234;0.038086881108822856;0.03708568086414177;0.040760121965401463;0.03294159291959653;0.03364791294051506;0.03356633855134039;0.031664618690069646;0.03469625421739375;0.03275236924476854;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +195;;;;;0.02308942935107894;0.03991715628496728;0.038426321211485925;0.04275835278193474;0.034436957613044994;0.0342020000840787;0.03520433280717361;0.031089969684127583;0.03616475687939502;0.0342755635780051;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +196;;;;;0.02376199884443797;0.04188586105844949;0.039877940997194994;0.04492443658162548;0.036021144802258265;0.03482438679566535;0.0369395786119171;0.030557242125078488;0.03773326288078138;0.03588700254962396;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +197;;;;;0.024458424088245057;0.04401006099147753;0.04145477912103912;0.04728122911837784;0.037702649354632634;0.035526523007443966;0.038781584619610565;0.03008559070499428;0.039412620465555825;0.03759495937650592;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +198;;;;;0.025179734552197797;0.04630997683246407;0.04317355060171002;0.04985614792241899;0.03949128833925186;0.03632180518849737;0.04074140012693306;0.029698039644806218;0.04121544579832093;0.03940899244570706;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +199;;;;;0.025926163930553026;0.04880741763140495;0.04505458619988312;0.052680445817759214;0.04139578289306678;0.0372294116080405;0.042828462438338155;0.02942770721893062;0.043154950608646714;0.04133719809840963;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +200;;;;;0.026697784801416713;0.05152811498399712;0.04712220948961754;0.055791860580303165;0.043425747567145456;0.038272599263976304;0.04505313330516603;0.029315001621865067;0.0452463504267383;0.04338840294287549;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +201;;;;;0.027493287272232214;0.05449943942078517;0.04940657980192997;0.05923372405131333;0.04558815978620567;0.039484883377031155;0.04742208724439556;0.029419603808059636;0.047505145398019866;0.04556814924173991;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +202;;;;;0.02831026620356558;0.057752035870786145;0.051944905363694005;0.0630576632671278;0.04788810021095102;0.040910164516048675;0.04993916201993076;0.029819539500211545;0.04994797947061458;0.047879457752763255;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +203;;;;;0.02914351244371327;0.061316075942855486;0.05478459651812739;0.06732229777191212;0.05032319895518256;0.042612685598333644;0.05259806111345411;0.03063160619979788;0.052589890402528594;0.05031654867769586;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +204;;;;;0.029983614013359805;0.06521761281994476;0.05798711193542616;0.07209263956127665;0.05287816341899265;0.04468710090650718;0.055375003949807766;0.03203093556172942;0.05544171176083279;0.05285863607358021;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +205;;;;;0.030813755004411858;0.06946823053075213;0.06163455497529979;0.0774346106252134;0.055512174223129485;0.04727969637469054;0.05821194649193839;0.03429386712952198;0.05850332005257497;0.05545577538257529;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +206;;;;;0.031602943377658566;0.07403970423042716;0.06584155176251816;0.08339746780877144;0.05813147383685735;0.05063286397505962;0.06098020641149393;0.03789107290467919;0.061747956795559555;0.057998266158764356;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +207;;;;;0.03229105088758688;0.07880166644990116;0.07077857096556306;0.08996401024733625;0.060527277195441376;0.05518380200043904;0.06339825668479326;0.043698178240054064;0.06508511667811201;0.0602476725799046;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +208;;;;;0.03275012184212389;0.0833502591992541;0.07672584916197789;0.09690062729530668;0.06221448359469883;0.061821826894201015;0.06481892761629426;0.05356151030501155;0.06826101841151033;0.061658220139546804;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +209;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +210;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +211;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +212;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +213;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +214;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +215;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +216;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +217;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +218;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +219;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +220;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +221;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +222;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +223;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +224;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +225;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +226;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +227;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +228;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +229;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +230;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +231;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +232;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +233;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +234;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +235;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +236;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +237;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +238;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +239;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +240;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +241;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +242;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +243;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +244;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +245;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +246;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +247;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +248;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +249;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; diff --git a/example/spline_coordinate_inc_comp_10.csv b/example/spline_coordinate_inc_comp_10.csv new file mode 100644 index 0000000..24b6afa --- /dev/null +++ b/example/spline_coordinate_inc_comp_10.csv @@ -0,0 +1,251 @@ +;Auzeville_PP_2011_M13;Auzeville_PP_2011_M14;Auzeville_PP_2011_M15;Auzeville_PP_2011_M16;Auzeville_SGs_2007_M36;Auzeville_SGs_2007_M37;Auzeville_SGs_2007_M38;Auzeville_SGs_2007_M39;Auzeville_SGs_2007_M40;Auzeville_SGs_2007_M42;Auzeville_SGs_2007_M44;Auzeville_SGs_2007_M45;Auzeville_SGs_2007_M47;Auzeville_SGs_2007_M50;Auzeville_TE_2006_M10;Auzeville_TE_2006_M8;Auzeville_TE_2006_M9;Auzeville_TO_2013_M36;Auzeville_TO_2013_M37;Auzeville_TO_2013_M39;Auzeville_TO_2013_M40;Auzeville_TO_2013_M45;Auzeville_TO_2013_M47;Auzeville_TO_2013_M48;Auzeville_TO_2013_M51;Auzeville_TO_2013_M53;Auzeville_TO_2013_M57;Auzeville_TO_2013_M58;Auzeville_TO_2013_M63;Auzeville_TO_2013_M64;Auzeville_ZN_2012_M23;Auzeville_ZN_2012_M24;Auzeville_ZN_2012_M25;Auzeville_ZN_2012_M26;Auzeville_ZN_2012_M27;Auzeville_ZN_2012_M28;Auzeville_ZN_2012_M29;Auzeville_ZN_2012_M30;Auzeville_ZN_2012_M31;Auzeville_ZN_2012_M32;Auzeville_ZN_2012_M33;Auzeville_ZN_2012_M34;Auzeville_ZN_2012_M35;Auzeville_ZN_2012_M36;Auzeville_ZN_2012_M37;Auzeville_ZN_2012_M38;Auzeville_ZN_2012_M39;Auzeville_ZN_2012_M40;Auzeville_cochard_2010_M21;Auzeville_cochard_2010_M22;Auzeville_cochard_2010_M23;Auzeville_cochard_2010_M24;Auzeville_cochard_2010_M25;Auzeville_cochard_2010_M26;Auzeville_cochard_2010_M27;Auzeville_cochard_2010_M28;Auzeville_cochard_2010_M29;Auzeville_cochard_2010_M30;Auzeville_cochard_2010_M31;Auzeville_cochard_2010_M32;Auzeville_cochard_2010_M33;Auzeville_cochard_2010_M34;Auzeville_cochard_2010_M35;Auzeville_cochard_2010_M36;Auzeville_cochard_2010_M37;Auzeville_cochard_2010_M38;Auzeville_cochard_2010_M39;Auzeville_cochard_2010_M40 +0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0 +1;0.00872633895367736;0.007518051360691216;0.00416833560408323;0.00805484848445291;0.00047080113743944185;0.00048642281359034323;0.0006330523615866372;0.0007042002253313321;0.00045383867426648425;0.00045948954368138994;0.0003089487858425609;0.0006298994106168113;0.0007681641780547564;0.0005198669263550859;0.0032348553098394657;0.005045909733096822;0.0043747024542524025;0.002645550902256292;0.0009924859627084273;0.002484776459475017;0.00169612750366095;0.0020728235249616324;0.0014405900141935184;0.009173213333068324;0.002626025480819146;0.004042015858332315;0.0015777009919333118;0.002196204666498993;0.0018642439204162424;0.0019619702582790556;0.001742347532957882;0.0018925911166752317;0.0036837183434537298;0.003356245301378314;0.004159712949225163;0.0020268720333254556;0.0014820600367658932;0.0016504277291464805;0.0036717878390614893;0.00043550474222430797;0.0005626803265290751;0.00124215532500346;0.0015414259009104408;0.0018390725710687996;0.000994720403954752;0.0014523933683845628;0.0018179211963967096;0.0037448169075614585;0.006262012911424852;0.0117480844364347;0.00969494492694177;0.006039617720417416;0.010134128873011036;0.014044452133524937;0.013553392380154834;0.007440259468554352;0.008941214004954044;0.016766275135786303;0.012082514953371365;0.009508877661798828;0.006806698643287085;0.01214520056006266;0.012737762226118221;0.006023580377184869;0.0008914376984300454;0.001298591388533215;0.001526422930627209;0.0011635989007571699 +2;0.008693625344956227;0.007552733257344018;0.003974167912139139;0.007963883282079786;0.00035877550696851066;0.0004500137200228587;0.0005848811070689288;0.0005959855023867521;0.0003999751428325535;0.00040187231031791205;0.0002534843100485272;0.0005748123361780384;0.0006913952384582498;0.0004113300501168766;0.0027733323857203765;0.004616997936897935;0.0040224876799137745;0.002109511484764692;0.0006468198995860047;0.0021625714946064407;0.0012393622972587646;0.001568264692989184;0.0011042487208195188;0.009116147885544533;0.0020135852616868723;0.0037740512747056467;0.0014515557945304167;0.0020553297520690852;0.0015954738130800766;0.0017980604811011838;0.0016808883779654098;0.0015788416992905854;0.0035399146711077387;0.0031765882683148007;0.003971108243116783;0.001921452972946791;0.0013647116764445373;0.0015861168679268249;0.0032718105816089056;0.0003593203362384925;0.0005261460813940067;0.001250202021754361;0.0014739229386548191;0.0018125811978349391;0.0009585797774154194;0.001466604801789616;0.0017651510609157908;0.003740049803298623;0.006130057699081017;0.011485713332409008;0.00964903229992679;0.005958805155746648;0.010016479565825772;0.013916065986862788;0.013665637156394612;0.007193275967573155;0.008696377125113588;0.016655563947450117;0.011703762365771331;0.00906894209906856;0.00652200509939856;0.011909128172940086;0.012626687175784378;0.005733077219976389;0.0008778900293384848;0.0011461417369263997;0.0014309593835961291;0.0011274505484529288 +3;0.008671552583188104;0.00757613410115766;0.0038431583763571062;0.007902506643320314;0.00028687748640765845;0.00042664824311315;0.0005539672713526238;0.0005265368932906714;0.00036540781625934136;0.00036489592411395773;0.00021788859818457215;0.0005394601631060268;0.000642128515698459;0.00034167258839516853;0.002453488908796127;0.004319744869432596;0.003778388140164313;0.0017446122106018125;0.0004115304968307957;0.0019432313011592843;0.0009284349632405686;0.0012248000558027854;0.000875292762696156;0.00907358908858186;0.0015966817993842818;0.0035916317849380725;0.0013656815547198036;0.0019594277304368643;0.0014125100444719037;0.0016864778476095316;0.001637563007117331;0.0013576887056738966;0.0034385411524015287;0.003049941467115724;0.0038381531100532083;0.0018471391464109348;0.0012819901250351777;0.0015407813176240895;0.002989864087482058;0.0003056205892418034;0.0005003919754746505;0.0012558746677758387;0.0014263373003919528;0.0017939059462022833;0.0009331026149921101;0.0014766233979867072;0.0017279508142094692;0.0037366891750185783;0.006040650697376242;0.011295029230670914;0.009615663654805668;0.005904050112659811;0.00993676555339467;0.013822757181708875;0.013747216141653109;0.007025931045856642;0.008530486587462343;0.016575100782221547;0.011428498042677936;0.00877086180074605;0.006329109663931713;0.011737556732064187;0.012545959737550155;0.005536245539209603;0.0008687107253145892;0.0010353576112831211;0.001361582152840616;0.0011029580456138376 +4;0.008655771482329908;0.007592864713068696;0.003749491595129115;0.007858624884565825;0.000237299952974305;0.0004105308561999342;0.0005326431025592748;0.0004786379855379814;0.0003415650767350875;0.0003393918385652679;0.0001933395072620705;0.0005150748604183298;0.0006081458531019268;0.00029363585839536194;0.002220129846515701;0.004102877133443704;0.0036003002731770355;0.0014822416448297482;0.0002422819938329105;0.0017855304135976644;0.0007048478335834373;0.0009778277390639469;0.0007106618542420699;0.009040644429903037;0.0012969072485480345;0.00346048021752109;0.0013039414099475666;0.001890478465930696;0.0012809617933519368;0.0016062542683408189;0.0016055019097685197;0.0011940192854403902;0.0033635238403222512;0.0029562209434622153;0.0037397647796982257;0.0017921458527823146;0.0012207740076741313;0.0015072326055294684;0.0027812122176318396;0.00026587851897597286;0.00048133342642175427;0.0012600723796685883;0.0013911234099849021;0.001780086270903058;0.0009142493141621713;0.0014840370660752803;0.001700422445893161;0.0037342023281984396;0.005976312406801205;0.011150604286120573;0.009590390190072295;0.005864647770978285;0.009879402460445684;0.013752084881430982;0.013809004026048753;0.006905507699730765;0.008411109856952117;0.016514157830081914;0.011220011330625071;0.008556359641626054;0.006190299822851981;0.011607607869884233;0.012484816598250875;0.005394603085519457;0.0008621051951514863;0.0009514482692293716;0.0013090351885570823;0.001085332957844157 +5;0.008644073192490963;0.0076052669487154285;0.0036800607213520672;0.00782609622107671;0.0002016687457423751;0.0003989530909002804;0.0005173250608386318;0.00044422400733745227;0.00032443629923672133;0.0003210692466260104;0.00017570030653365435;0.0004975574886324947;0.0005837335121615852;0.0002591164857791179;0.002044145498745188;0.003939315927366863;0.003465986045167419;0.0012870827803387087;0.00011662158202575259;0.0016682043646176325;0.0005385946664026491;0.0007941558740466826;0.0005882205368970541;0.009014454382706365;0.001073954966916711;0.0033628957344095083;0.0012580040248185214;0.001839176002401072;0.001183095835965875;0.0015465647228378246;0.0015810005673193364;0.0010689455886853183;0.00330619506869222;0.0028845992751401397;0.0036645758125390497;0.0017501197026435367;0.0011739926395171654;0.001481594437029366;0.00262176155848318;0.00023550828030787147;0.0004667688310418163;0.0012632803320507813;0.0013642127289994763;0.001769525119301527;0.0008998414769079547;0.001489702702583559;0.0016793850219833624;0.0037323018467041273;0.005928205607370153;0.011038103523065411;0.009570703588814684;0.005835185803466838;0.009836510796193305;0.013697034928087111;0.0138571327439483;0.006815466135810751;0.008321850394140837;0.01646668663175349;0.01105760773350959;0.00839597651602763;0.006086511350947427;0.011506383637219314;0.012437189371904765;0.005288697319085191;0.0008571661073287131;0.0008860782769342414;0.0012681015466937933;0.0010721545040815132 +6;0.008635216605251073;0.007614656405479099;0.00362749323821987;0.00780146910471588;0.00017546413908913839;0.0003904354696363196;0.0005060557806122958;0.0004189090736713124;0.00031183561584857537;0.00030759048168046586;0.00016272559572801386;0.00048467037352814546;0.0005657742302664285;0.0002337272351075096;0.0019086321744958001;0.003813382935978892;0.003362572323438045;0.0011388865277857704;2.0727748150964256e-05;0.0015791336564681905;0.0004122910158782531;0.0006546498163051149;0.00049522773180389;0.008993229166018558;0.0009046254875818994;0.0032888221170336504;0.0012231334043884328;0.0018002338984809876;0.0011087957978117013;0.0015012546659759572;0.0015618688976797006;0.0009712881108453917;0.003261430409482867;0.0028286743215896262;0.0036058652612523806;0.0017173040560400608;0.0011374642052417467;0.00146157510193351;0.0024972585474488593;0.00021179539167676923;0.0004553962681164178;0.0012657852536006233;0.0013431997862351271;0.0017612784987160578;0.0008885912394315217;0.001494126702775443;0.0016629581034126074;0.003730817862284762;0.005891366631943229;0.010948676733578369;0.00955505437821557;0.005812624729056141;0.00980366572261459;0.013653275026236186;0.013895391643984886;0.006746513774170841;0.008253497339017014;0.016428951062481295;0.01092851476705397;0.008273156099246469;0.0060070311405685875;0.011425920253544372;0.012399329869770992;0.005207595161955753;0.0008533838986023966;0.000834124399735914;0.0012355653341241443;0.0010620626800398698 +7;0.00862842882727255;0.007621852589734274;0.0035872052960461698;0.007782594657519772;0.0001560048176948148;0.0003841102961951565;0.0004976872285704223;0.0004001101824035033;0.00030247834614421324;0.0002975811458886587;0.0001530905688809708;0.0004751004137094864;0.0005524376756111775;0.000214873222126012;0.0018029084981329036;0.0037151227688197834;0.003281882448377106;0.0010250947183715487;-5.233053587662623e-05;0.0015107339324321057;0.00031532624174930666;0.0005475409061618053;0.0004238285239964862;0.008975771316082543;0.000774615445161447;0.0032319358821358106;0.0011963541256444204;0.0017703275277254956;0.0010517397947274396;0.0014664584047508877;0.0015467201283614201;0.000893961400177147;0.0032259850164364293;0.002784392010565167;0.003559377275372373;0.0016913200804558968;0.001108540368720129;0.0014457234632880723;0.0023986749198963535;0.00019301917708654378;0.000446391281128031;0.001267768689600538;0.0013265613909755457;0.001754748692582483;0.0008796831169530991;0.0014976296949412039;0.001649951002094174;0.003729642820038837;0.005862718613553343;0.010876667998593229;0.009542453491805644;0.005795079987376731;0.009778123571014742;0.013618038982457364;0.013926197633075746;0.006692892646424586;0.008200342250251152;0.016398565976018534;0.010824564630550634;0.008177644282926062;0.0059452230066075334;0.01136112930972756;0.012368844919451977;0.005144525732573027;0.0008504426437670005;0.0007922828265980219;0.0012093648652850963;0.0010542147249548075 +8;0.008623208990897378;0.007627386499284412;0.0035562238806184712;0.007768080126413911;0.00014159403956479164;0.0003794269964066772;0.0004914909617866861;0.0003861903195077265;0.00029554983815218783;0.0002901697862778326;0.00014595600219967603;0.00046801455558597013;0.0005425628588587002;0.0002009115701960295;0.001719973468081712;0.0036380465207744538;0.0032185887114480893;0.0009374684624817789;-0.00010896015010111596;0.001458059129126641;0.00024067303368662495;0.00046506771872305286;0.0003688500683639859;0.00896126726040318;0.0006745057096621682;0.0031881266540811776;0.0011757309460148427;0.00174729602002968;0.0010078011539542114;0.0014396612390867505;0.0015346287271344027;0.0008322355676778342;0.003197693274553482;0.0027490466288197617;0.0035222714855699007;0.0016705801296211208;0.0010854535833360116;0.001433071030405719;0.0023199848544140263;0.00017803093701644146;0.00043920361892246145;0.0012693518015918503;0.0013132809614447571;0.001749536788016974;0.0008725728545319333;0.0015004256630505308;0.0016395690546655989;0.0037287049386955443;0.005840264651942012;0.010818126754688906;0.009532209122111224;0.005781328621347989;0.009758103922439545;0.013589392617491175;0.013951242818245849;0.006650865147679472;0.008158679989474824;0.016373863306812675;0.010740056656340105;0.008102783598550233;0.005896778711869777;0.01130845578913696;0.012344061111105267;0.005095092905621067;0.0008481373227634528;0.0007582716260373336;0.0011880655778212443;0.0010480636042314896 +9;0.008619216247719219;0.007631619480978347;0.0035325256084664663;0.007756977706648571;0.00013109929520268475;0.0003760164043319419;0.0004869785584025411;0.0003760532488060594;0.0002905041870955149;0.0002847725012709349;0.00014076028407811756;0.0004628543125348057;0.0005353715713957959;0.00019074401739838489;0.0016549537887814714;0.0035776201225982754;0.0031689675592126362;0.0008703688790465802;-0.00015222300992253322;0.0014177255152787172;0.00018350253438962575;0.0004019107441510898;0.00032674887313499396;0.008949125551709458;0.000597844081032653;0.003154582240949187;0.0011599398634222994;0.0017296609692318832;0.0009741566694561471;0.0014191427388553154;0.0015249468800469044;0.0007828112283734152;0.0031750394713005413;0.0027207448647050617;0.0034925601031348327;0.001653973227776816;0.0010669675773720532;0.0014229399565336021;0.0022569765377741524;0.00016602976074077186;0.0004334483188139582;0.0012706194379749711;0.0013026470420235484;0.0017453634955889516;0.0008668795138185824;0.0015026644634410675;0.0016312559996694651;0.0037279539546596734;0.005822645698838003;0.010770324198865422;0.009523844008930596;0.005770538334523935;0.009742395101107873;0.013566001190609633;0.013971693560801385;0.0066178874273594215;0.008125988859177077;0.01635369215439378;0.01067105042410299;0.008044042665684231;0.005858765926068321;0.01126544463770858;0.012323823689568358;0.0050563044499246715;0.0008463284061409572;0.0007304979678037088;0.001170673096899815;0.0010432370038245542 +10;0.008616208522017485;0.007634808179493149;0.00351467380050699;0.007748614279304483;0.0001237257352997012;0.0003736194951435962;0.00048380731628304766;0.0003689295555898949;0.0002869582946603403;0.0002809795163071574;0.00013710919827152404;0.0004592278049188577;0.0005303177326118399;0.00018359961394729491;0.0016043651028901061;0.0035306046168546573;0.003130359180475613;0.000819796154590673;-0.0001848212569522524;0.0013873281408492769;0.00014039756103843056;0.00035430405215482186;0.0002950150228270337;0.008938910120471794;0.0005400602953830741;0.003129302090598269;0.0011480391520596375;0.0017163706338118624;0.000948800354655624;0.0014036792646311864;0.0015172100111705729;0.0007433164252988178;0.003156936577013006;0.0026981286520896194;0.003468817434505042;0.001640702490625319;0.0010521952683190724;0.001414844107974697;0.002206626291838657;0.00015643968920107856;0.00042884920777274717;0.0012716324227411667;0.0012941493675185083;0.0017420285674748896;0.0008623299039551263;0.0015044535183688281;0.0016246129442886049;0.0037273538337972423;0.005808896484259973;0.010731242719205905;0.009517005032784548;0.005762117963443961;0.009730136471094872;0.013546877305368563;0.013988413240219807;0.006592152813655251;0.008100477867927641;0.016337201038586352;0.010614633611663274;0.007998203474165952;0.005829102170645348;0.011230280429475423;0.01230727839217706;0.005026035423099991;0.0008449167897588818;0.0007077910250327356;0.0011564536337518132;0.0010394704991386547 +11;0.008614008385188679;0.0076371407000617175;0.003501615393061118;0.007742496480033098;0.00011891526680960548;0.00037205608943277537;0.00048173884370205765;0.00036428281566496055;0.00028464539714930957;0.00027850543485265916;0.00013472754834066157;0.0004568623678601093;0.0005270212777169648;0.0001789390050576504;0.0015656574183577389;0.0034946314989236296;0.0031008186588859857;0.0007828118529128129;-0.00020867061258729273;0.0013650971370257232;0.00010887801787210893;0.0003194912896906394;0.00027180887445772683;0.008930293302751954;0.0004978044772746028;0.003110813189401769;0.0011393354714335814;0.0017066506038766263;0.000930256231894664;0.0013923699393444608;0.0015110740895504654;0.0007119951660130557;0.00314257962044983;0.002680192328376494;0.003449987727585993;0.0016301778156305215;0.0010404797856797283;0.0014084234911706413;0.002166695250197987;0.00014883435306552867;0.0004252017797859043;0.0012724357995354315;0.0012874100765481126;0.0017393837115503297;0.0008587217200126136;0.0015058723803846267;0.0016193444956578429;0.0037268778909533215;0.005798311793174672;0.010699373236791668;0.009511428098834943;0.005755635620767405;0.009720699278862502;0.01353128248255539;0.01400204753311765;0.006572341322245462;0.008080838512075625;0.016323753140436548;0.010568627838993039;0.007962914784874556;0.005806265907563772;0.011201605330554656;0.012293786312314495;0.0050027332256166596;0.0008438300705735126;0.0006892745260016174;0.0011448582255321037;0.0010365708986411534 +12;0.00861248701452852;0.007638753608672416;0.003492585513136824;0.00773826607883088;0.00011625729420158219;0.00037119222275700144;0.0004805959002122653;0.0003617152585687058;0.0002833674000406504;0.0002771383760815545;0.00013341157248022463;0.00045555533642485657;0.0005251998105495967;0.0001763638113404073;0.0015369267809726972;0.0034679313542969256;0.00307889298006387;0.0007571950881246018;-0.0002251957232444412;0.0013496977466926734;8.706450322059755e-05;0.0002953831722716273;0.00025573723231296034;0.00892302264489371;0.0004685397578401661;0.0030980055967056996;0.0011333063029862114;0.001699917360783728;0.00091741086671231;0.0013845358122542215;0.001506278497828844;0.0006875164698885317;0.0031313587992033987;0.002666174036812838;0.003435271192589323;0.0016219521620506848;0.0010313234753671838;0.0014034053946546457;0.0021354870483153224;0.00014289054687253088;0.0004223511039448836;0.0012730636886619066;0.0012821429193969145;0.0017373165942646818;0.000855901707545844;0.0015069813098533454;0.0016152268841122634;0.0037265059120765026;0.005790385047615268;0.010673562559059005;0.009506911406592655;0.005750781095906515;0.009713631920481067;0.013518652425779987;0.014013089794135292;0.006557504623426011;0.008066130780524788;0.016312861849667015;0.010531368394147672;0.007936487066440609;0.005789163873913872;0.011178381736658;0.012282859241069477;0.00498528217188067;0.0008430162427536924;0.0006742784722005915;0.0011354672953061279;0.0010343994095576951 +13;0.008611544299125862;0.007639753046161282;0.0034869901800425387;0.007735644717558041;0.00011543314615198533;0.0003709243642906991;0.00048024150862195376;0.0003609191396459644;0.00028297113281128966;0.0002767144936665503;0.00013300353011587007;0.00045515006629083185;0.0005246350298919022;0.00017556532712147827;0.0015166566832890173;0.003449092693484597;0.003063422961721206;0.00074132024910358;-0.00023542951707826117;0.001340155941388442;7.353154869991878e-05;0.00028043918453523643;0.0002457758888859832;0.008916899681988333;0.0004504012696111108;0.0030900700773058287;0.0011295706340202095;0.0016957454821479763;0.0009094514678542054;0.00137968178202285;0.0015026283644589827;0.000668881686504634;0.0031228181275079203;0.002655503997050966;0.0034240697374538567;0.0016156912015168681;0.0010243540147167624;0.001399585895875955;0.0021117317943915095;0.00013836559812597984;0.0004201812926705635;0.0012735415937740815;0.0012781338389130613;0.0017357432367848258;0.0008537552722782567;0.0015078253480936936;0.0016120928006747234;0.003726222787053375;0.005784695304367232;0.010652926109368716;0.009503300185109934;0.0057472965488394034;0.009708559011400913;0.01350855433169626;0.014021918364825803;0.006546855058444004;0.008055573749217837;0.016304153953972694;0.010501578217791852;0.00791751780287693;0.005776888353426435;0.011159813756394077;0.012274122734032694;0.004972756186500171;0.0008424320828580734;0.0006622881072492984;0.001127958850353718;0.001032840744292357 +14;0.008611099726164403;0.007640224368820142;0.003484351501415482;0.007734408516734556;0.00011621245149718478;0.0003711776357686212;0.00048057660085918524;0.00036167191226931395;0.000283345822147554;0.0002771152948678251;0.00013338935835638562;0.000455533266792733;0.000525169055282263;0.00017632034990320688;0.0015037162646718907;0.003437066411130868;0.003053547177374813;0.0007338732789409982;-0.00024023195837511628;0.001335679505510206;6.718739449888215e-05;0.000273429944962841;0.00024110340282298623;0.00891176582519039;0.00044189318701399333;0.0030863471250974148;0.0011278180499707455;0.001693788242252317;0.0009057174324664519;0.0013774045228451756;0.0014999612815646789;0.0006552673546662419;0.0031165776314956983;0.0026477076667883667;0.0034158850836875643;0.0016111164713399455;0.0010192616779605423;0.0013967950652567507;0.002094375071856114;0.00013505980712068743;0.0004185958754049854;0.0012738907950461363;0.0012752044909756823;0.0017345936053317773;0.0008521869136196188;0.0015084420803787371;0.0016098027798491753;0.003726015910457847;0.005780949465836127;0.010636752365319552;0.009500469900644612;0.005745002505384858;0.009705219274444482;0.013500639981795959;0.014028837735003435;0.006539843894723271;0.008048623518909906;0.01629732916749163;0.010478230284153789;0.00790502928327727;0.00576880671242265;0.01114526116593162;0.01226727552339918;0.0049645096299997665;0.0008420475023863602;0.0006528907673226444;0.0011220741464892207;0.001031814594725058 +15;0.008611098032721823;0.007640226164053729;0.0034843414451018323;0.007734403807485815;0.00011841973555372582;0.0003718951272604328;0.00048152588152511507;0.00036380434568843937;0.0002844072566048515;0.0002782506956710024;0.00013448229464123503;0.0004566188282018966;0.0005266818773978776;0.0001784590133373366;0.0014972256671914493;0.003431034361042744;0.0030485937589190756;0.0007338126248067241;-0.00024027115205751655;0.0013356430291906751;6.713601859902312e-05;0.00027337291576940564;0.0002410653701253023;0.0089074930694992;0.00044182393282070527;0.0030863167840073855;0.0011278037673226778;0.0016937722913170812;0.0009056870072392739;0.0013773859644753104;0.0014981525423057862;0.0006460345350790021;0.0031123455057067498;0.002642420419111939;0.003410334485837656;0.0016080140205206699;0.0010158082018611563;0.00139490240386091;0.0020826042468319525;0.00013281792427756803;0.00041752069097095775;0.001274127613373182;0.001273217891142056;0.0017338139581479471;0.0008511232976901421;0.0015088603305987228;0.0016082497532567755;0.0037258756126577683;0.005778893368033611;0.010624460793377866;0.00949831895595854;0.005743743298610646;0.009703386083785431;0.013494625283591993;0.014034096299176402;0.006535995464591632;0.008044808530723285;0.016292142505368284;0.010460486592273555;0.007898174354430562;0.0057643707059444604;0.011134201613082872;0.012262071822311954;0.004959983108695221;0.0008418364051326187;0.0006457494601047071;0.0011176020152237204;0.001031251340397308 +16;0.008611486408166585;0.007639814420610042;0.0034866465886906547;0.007735483743878432;0.0001218995499678863;0.0003730259837657155;0.0004830220677550269;0.0003671655244453665;0.0002860802552143455;0.0002800402869067419;0.00013620505768640722;0.0004583298204429206;0.0005290663081205498;0.00018183031700348294;0.001496404553125271;0.003430271236642843;0.003047967093223608;0.0007403742816359561;-0.00023603960490346592;0.0013395873038185048;7.272574726238656e-05;0.00027954884719948517;0.0002451823671009868;0.008903981778159598;0.0004493205318278626;0.0030895971519200316;0.0011293480038830142;0.0016954968544426949;0.0009089771375208992;0.0013793925026758698;0.0014971085072082758;0.0006407048336525435;0.003109902648813681;0.0026393685173209253;0.0034071305794691475;0.0016062232264161154;0.0010138147740848084;0.0013938099266327698;0.002075809770506948;0.00013152376633879552;0.0004169000718202134;0.0012742643079621079;0.0012720711898006783;0.0017333639342781704;0.0008505093603267712;0.0015091017498991624;0.0016073533209830446;0.003725794630870534;0.005778348142552556;0.01061560931879732;0.009496770012549671;0.005743409389159723;0.009702899968254824;0.013490293959116745;0.014037883099622728;0.00653497495458949;0.008043796889766475;0.016288407470187477;0.010447708875511635;0.007896356587329581;0.005763194382621975;0.011126237352552248;0.0122583245165446;0.004958782781125964;0.0008417804275406074;0.0006406065971896087;0.0011143814794863302;0.0010311019792365005 +17;0.008612229757218981;0.007639026345280159;0.003491058617460817;0.007737550737307003;0.00012655572241443034;0.00037453920174308156;0.00048502413931886083;0.000371663126393665;0.000288318911916172;0.00028243495516389744;0.0001385102767556489;0.00046061932504939257;0.0005322569467827859;0.00018634138816853163;0.0015007287733644833;0.003434290039412244;0.003051267269845781;0.0007528875904962394;-0.00022797038029083374;0.0013471090755580346;8.33872043352257e-05;0.0002913269064936438;0.0002530337612062835;0.008901142184019467;0.00046361705333157303;0.003095852820135747;0.0011322928685564213;0.001698785599895173;0.0009152514588930821;0.001383218978917855;0.0014967394888952962;0.0006388211447179507;0.0031090392119731344;0.0026382898145337966;0.003405998148240698;0.0016055902653135078;0.0010131101963845313;0.0013934237865274833;0.0020734082855840066;0.00013106637461191874;0.00041668071293982263;0.001274312623514625;0.0012716658843671333;0.001733204871010259;0.0008502923617963835;0.0015091870810887767;0.001607036473112295;0.003725766007381247;0.005779140906981034;0.010609823346405645;0.00949575750884546;0.005743894897654214;0.009703606785928243;0.013487462687641033;0.014040358431664651;0.006536458787655214;0.008045267827119645;0.016285965977944128;0.010439356426587831;0.007898999639156135;0.00576490476962252;0.011121031328000325;0.012255875002098487;0.004960528070294151;0.0008418618196755524;0.0006372448618845276;0.0011122763034513566;0.0010313191521667785 +18;0.008613297996561464;0.0076378938291318255;0.0034973989033994166;0.007740521131348654;0.0001323018808670265;0.0003764070039364237;0.0004874953442675842;0.00037721436843216136;0.00029108208130088683;0.00028539067708838097;0.00014135545870982676;0.0004634453016593692;0.0005361951859218055;0.00019190887047908223;0.001509682557094931;0.0034426112820911403;0.0030581005360021465;0.0007708230696784196;-0.00021640908959119192;0.0013578892946744525;9.867893315595663e-05;0.00030821123425414133;0.0002642883569485329;0.008898903357325988;0.00048411040356219;0.003104818231072823;0.0011365133655315655;0.001703498914864203;0.000924243909940007;0.0013887029832227518;0.0014969875238730855;0.0006400872492048904;0.0031096195694311837;0.0026390148622015136;0.0034067593096317877;0.0016060157087025712;0.0010135837761314562;0.0013936833298539147;0.0020750224335247466;0.0001313738056645565;0.0004168281544376746;0.001274280148268546;0.0012719383095857774;0.0017333117851587448;0.0008504382169503694;0.0015091297258179558;0.0016072494418662708;0.003725785246626881;0.005781164328101426;0.010606775403964819;0.00949522414027909;0.0057451340915119775;0.009705410841688689;0.013485971224703797;0.014041662393331128;0.006540246061224178;0.008049022188605953;0.016284679842836658;0.010434956514915772;0.007905745645431228;0.005769270285926206;0.011118288890545919;0.012254584642147875;0.004964982666028697;0.0008420695618879172;0.0006354739867079854;0.0011111673409441997;0.0010318734553305224 +19;0.008614663098730047;0.007636446592623164;0.0035055013198923013;0.007744317007703949;0.00013906996095919624;0.00037860700316972185;0.00049040606398266;0.00038375289387990695;0.0002943366852014408;0.0002888720779249329;0.00014470664758478016;0.00046677388888202026;0.0005408338527243695;0.0001984664999204978;0.0015228902301604522;0.003454885718416262;0.0030681800908705856;0.0007938070351258403;-0.0002015793374370938;0.0013717064567629438;0.00011824655709022445;0.00032984028847122746;0.0002787076572586516;0.008897209801509598;0.0005103664002180271;0.00311631002836419;0.0011419231132365447;0.0017095404159898839;0.0009357694159216508;0.0013957322490322221;0.0014977924941522724;0.0006441964252231966;0.0031115030563360555;0.00264136793035228;0.0034092295779279275;0.001607396441656691;0.001015120738008985;0.0013945256496230227;0.002080261046829679;0.0001323715898226426;0.0004173066617488997;0.0012741747538906924;0.0012728224367236501;0.0017336587624420738;0.0008509115739174615;0.0015089435864660584;0.0016079406080291223;0.0037258476852385647;0.0057843121098780925;0.010606235873950182;0.009495129726451529;0.005747061874366063;0.009708217366034999;0.013485707215064507;0.014041893212194456;0.006546137808395802;0.008054862740679958;0.016284452179637643;0.010434177665705424;0.007916240176646105;0.005776061577426134;0.01111780343968885;0.012254356230338548;0.004971912527166514;0.000842392741204491;0.0006351605058191115;0.0011109710361715958;0.001032735768548565 +20;0.008616308736170891;0.007634701939758154;0.0035152687492962797;0.007748892950171421;0.00014681069637099845;0.0003811224988784492;0.0004937342054423064;0.0003912296175287988;0.0002980581459092104;0.0002928528931893668;0.00014853883707556092;0.00047057985204082553;0.0005461378310778441;0.00020596581525345308;0.001540063512774248;0.003470846522772131;0.003081286869137112;0.0008214518097509199;-0.0001837580970070009;0.0013883228038366474;0.00014181125701843642;0.0003558637816674995;0.0002960544465460298;0.008896005473758933;0.0005419529586043088;0.003130129155368727;0.001148428507507921;0.001716805438144002;0.0009496301159508148;0.0014041851873817512;0.0014991109117459128;0.0006509268283520601;0.003114587919774592;0.0026452219017676776;0.003413275502201746;0.0016096578738701503;0.0010176380582487925;0.0013959052404213142;0.0020888411802580525;0.00013400586616927343;0.0004180903856738447;0.0012740021346663716;0.001274270502277245;0.0017342270568917462;0.0008516868599384442;0.0015086387198837252;0.0016090726313319065;0.0037259499498156906;0.005788494520224674;0.010607963063103354;0.009495431972110419;0.005749623284620323;0.009711946342640165;0.013486552386406003;0.014041154293639446;0.00655396611494391;0.008062623010193087;0.016285180996426785;0.010436670982543639;0.007930184222600861;0.0057850851267804565;0.011119357506545274;0.012255087442378826;0.004981120215017898;0.0008428221439325013;0.0006361640341034282;0.001111599460416026;0.0010338815147538302 +21;0.008618218981638393;0.007632676752414025;0.0035266065336742175;0.007754204661616221;0.00015549122201054906;0.00038394355709372475;0.0004974666226937041;0.0003996144483013903;0.000302231636427887;0.000297317235934123;0.00015283644356882268;0.00047484812751306775;0.0005520860771557438;0.0002143758061890202;0.001560899026538498;0.003490209709549816;0.003097187578494351;0.0008535118389681948;-0.000163096585183818;0.0014075924580269454;0.00016914052630896854;0.0003860446567287238;0.00031617225907548674;0.008895253822867627;0.000578585230431309;0.003146154741649504;0.0011559726136857289;0.0017252304423190506;0.0009657041617122351;0.0014139878061988388;0.00150090890701619;0.000660104353521318;0.003118794904009861;0.002650477726735878;0.003418793120164673;0.0016127418873559604;0.0010210709914705088;0.0013977866582351416;0.0021005418861299724;0.00013623430182526384;0.00041915917780803794;0.0012737667217704828;0.0012762452989175735;0.001735002075224451;0.0008527441577723532;0.0015082229516791348;0.001610616434330317;0.0037260894148750112;0.005793654310864135;0.010611795429466192;0.009496102608821139;0.00575278326747343;0.00971654673951583;0.013488427693857219;0.014039514744136339;0.006563623799701296;0.00807219676139323;0.016286798132565894;0.01044220326590875;0.007947386808144885;0.005796217362774719;0.011122805742155656;0.012256709890697381;0.004992479616207954;0.0008433518931618769;0.0006383906835470583;0.0011129938307379988;0.0010352950077185882 +22;0.008620379774526565;0.007630385945822493;0.003539431519375802;0.007760213066205557;0.00016508648415290358;0.0003870620859437717;0.0005015926094455586;0.00040888328082628114;0.0003068451722870501;0.0003022522839216668;0.00015758709902035858;0.00047956646872599797;0.0005586615189244939;0.0002236722356863596;0.0015852139316078068;0.00351280640417391;0.003115743586396047;0.0008897785995037426;-0.00013970385344716984;0.0014293933728839123;0.0002000346137792765;0.0004201781388676086;0.00033892659047944293;0.00889491355811206;0.0006200183776281648;0.0031642862850864845;0.0011645080416892023;0.001734762605393618;0.0009838894040916403;0.0014250784990756937;0.001503149914288307;0.0006715445348445988;0.0031240384637705176;0.0026570285948600628;0.003425670263211278;0.0016165858038514058;0.0010253498608904996;0.001400131646023959;0.002115126162007777;0.00013901220813604832;0.0004204913291497511;0.001273473308839236;0.0012787066782350108;0.0017359680451107043;0.000854061966072097;0.0015077047487087672;0.0016125406139482004;0.003726263241111208;0.005799737183536435;0.010617579329706583;0.009497114752251207;0.005756508572779304;0.009721970150919412;0.013491257956401714;0.014037040289142377;0.006575009213501876;0.008083483236984434;0.01628923875558519;0.010450552712323757;0.007967666833932324;0.0058093411004931095;0.011128009904385477;0.012259158532367476;0.005005871141868984;0.0008439764146219338;0.0006417511311909777;0.0011150982378316243;0.0010369613706869875 +23;0.008622781720540734;0.007627839482361537;0.003553688036240815;0.007766892048175433;0.00017558156823995483;0.00039047321156373584;0.0005061057172972127;0.00041902163415928444;0.0003118915434978777;0.0003076503249561024;0.0001627833854164892;0.00048472750147006416;0.0005658538798345349;0.00023384060736939775;0.001612843256658343;0.0035384845802344522;0.0031368301087966177;0.0009300733873952548;-0.00011368901675575319;0.0014536172377264192;0.0002343544358973373;0.00045809960176032734;0.0003642067401519438;0.008894956428386225;0.000666050791006928;0.003184433519100957;0.0011739923116854678;0.0017453544701729884;0.0010040955700598327;0.0014374020738817175;0.001505811458434092;0.0006851317469113299;0.003130266006776433;0.002664808776994522;0.0034338379437142824;0.00162115105633006;0.001030431698413492;0.001402916683776484;0.0021324473600654453;0.00014231146541315853;0.00042207346879384947;0.0012731248361290623;0.0012816299498799692;0.0017371152830981812;0.0008556270681611064;0.001507089303546004;0.0016148258752590253;0.003726469686413464;0.0058066992050708754;0.010625170645712084;0.009498443174212556;0.005760772296487138;0.009728177409654065;0.013494972636116764;0.01403379261668114;0.006588040116970645;0.008096400916541124;0.016292442037486088;0.010461511317069433;0.007990877794132212;0.005824361536435091;0.011134840313600708;0.012262372339335748;0.005021198047815367;0.0008446911979708774;0.0006461619274963776;0.0011178602950231674;0.0010388685673944319 +24;0.008625418677189162;0.007625043864979003;0.003569339316879666;0.007774224504926097;0.00018697054949541863;0.00039417496684404467;0.0005110033437274886;0.00043002368283586584;0.0003173678441153443;0.0003135082515920316;0.00016842232510761454;0.0004903282504444221;0.0005736590151174357;0.0002448751248076411;0.0016436397597501054;0.0035671067542546453;0.0031603342196917655;0.0009742603780377272;-8.521968517596098e-05;0.0014801755803211317;0.00027201922102736663;0.000499696578137308;0.0003919343080389867;0.008895356484979772;0.000716539572114875;0.0032065206327266393;0.0011843899139345401;0.0017569661516483245;0.0010262496053553664;0.0014509124557083586;0.0015088735336540038;0.0007007621562485876;0.003137430713161679;0.002673759729561548;0.0034432347331379842;0.0016264032959934088;0.0010362781932744258;0.0014061208331908118;0.0021523745139328046;0.0001461067849640044;0.000423893682462673;0.001272723917980112;0.001284993130231369;0.0017384351747529517;0.0008574276991012708;0.001506381232851614;0.0016174550464821066;0.0037267072014884745;0.005814503566547974;0.010634483531942296;0.009500072865934933;0.0057655518840461495;0.009735135675877082;0.013499529754312234;0.014029808398858257;0.006602647675539752;0.008110881533396702;0.016296371782734742;0.010474955091577504;0.008016897208259488;0.0058411993812441665;0.011143219740928245;0.012266314994091643;0.0050383794709873975;0.0008454924625803696;0.0006515727194460613;0.0011212486831488032;0.0010410065217121359 +25;0.008628285281925108;0.007622004778214647;0.003586353511893972;0.0077821955234718965;0.0001992555882420876;0.00039816801375924284;0.0005162863646653339;0.0004418914197164125;0.00032327505878428434;0.00031982711830646354;0.00017450494814218263;0.0004963697184692077;0.0005820783243387605;0.00025677783310775783;0.0016774843271984488;0.0035985592298890673;0.003186162417615726;0.0010222545675933302;-5.434069750225002e-05;0.0015090229068127833;0.00031292245973246584;0.0005448752848175413;0.00042204995290996694;0.00889608689799104;0.0007713767950894707;0.003230511526300786;0.001195683717261177;0.0017695786938449407;0.0010503129691132145;0.0014655873343241352;0.0015123176500453014;0.0007183417287450408;0.003145489321266917;0.0026838274131392864;0.0034538038955260336;0.0016323108131064273;0.0010428540603173234;0.0014097247471144686;0.0021747874269406192;0.00015037535391065025;0.00042594098250543777;0.001272272976000563;0.0012887759128119014;0.001739919748783847;0.0008594529861463522;0.001505584813563679;0.0016204122508970825;0.0037269743517717585;0.005823125645838423;0.010645415279498915;0.009501985849478534;0.00577083225580588;0.009742822997054895;0.01350487904075054;0.01402513159633334;0.00661878580602418;0.008126879404690895;0.01630098463904911;0.010490735791438222;0.008045642997280555;0.005859801516985813;0.011153055767660514;0.012270943004829171;0.005057361210357408;0.000846377680405453;0.0006579240097435539;0.0011252260652189101;0.0010433684886253236 +26;0.008631378085681124;0.007618725878385774;0.0036047101430177336;0.007790795512527787;0.00021244635370782326;0.0004024554444160347;0.000521958871340494;0.00045463407739537894;0.00032961777166384907;0.00032661183073204227;0.00018103599842210407;0.0005028565863638076;0.0005911183344518029;0.00026955805097827416;0.0017143094713194668;0.0036327821787295878;0.0032142657012912274;0.0010739895553274412;-2.0588043685196723e-05;0.0015401204897149134;0.00035700492901843267;0.0005935713422289858;0.0004545111083612847;0.008897131840622324;0.000830484967039382;0.0032563744431559905;0.0012078587349027038;0.0017831754078541026;0.0010762532136353448;0.0014814072227404967;0.001516127549225997;0.0007377916471445201;0.0031544038142140435;0.002694964461801813;0.0034654956270742387;0.001638845805838722;0.001050128542255887;0.0014137114236528123;0.0021995822291152947;0.00015509821104104336;0.0004282057601039408;0.001271774151713631;0.0012929604673166117;0.0017415619742903662;0.0008616933703969251;0.0015047038293766676;0.0016236835142391867;0.0037272698697983914;0.005832548174090929;0.01065788072178131;0.00950416720322042;0.005776602844308837;0.009751223990950908;0.013510978783860539;0.014019798715465215;0.006636422142123455;0.008144362466197652;0.01630624463290109;0.010508730557886092;0.008077057415907668;0.005880130597070321;0.011164271748085819;0.01227622028257469;0.005078105126308824;0.0008473450795930017;0.000665166923132867;0.0011297615637242027;0.0010459497323208888 +27;0.008634695248596586;0.007615209118036731;0.0036243983602368135;0.007800019361143828;0.000226560034923772;0.0004070424903199841;0.0005280277874067946;0.00046826757734317985;0.0003364038146953484;0.0003338707840610713;0.00018802372226346935;0.0005097967942936533;0.0006007901475889154;0.00028323214596805927;0.0017540530516933633;0.0036697182589875837;0.00324459700266988;0.0011294257303473658;1.4619239317321606e-05;0.0015734442746593094;0.00040423649535326067;0.0006457486814729612;0.0004892934132051715;0.008898473446369987;0.0008938197168040889;0.003284089373537538;0.0012209055459424106;0.0017977457743770867;0.001104050285753;0.0014983598793659667;0.0015202943017412346;0.0007590629404888131;0.0031641532793011684;0.002707144647384044;0.0034782824553207664;0.001645992890635932;0.0010580843643380189;0.0014180715105161848;0.0022266992709972233;0.0001602633162185261;0.000430682663242617;0.0012712286042319415;0.001297536965123046;0.0017433580201601656;0.0008641435995919711;0.001503740326255408;0.0016272611807941206;0.003727593067921156;0.005842757832733109;0.010671829123551524;0.00950660807282852;0.005782855493156852;0.009760326783316675;0.013517804207807904;0.014013831365684959;0.006655531754085148;0.00816330600536308;0.016312130406759717;0.010528866037099516;0.008111096056237527;0.0059021578844862255;0.011176822053777513;0.012282125393683063;0.005100581894691425;0.0008483932927703906;0.0006732711546260928;0.0011348365689891615;0.0010487466041230777 +28;0.008638236073732403;0.007611455249028287;0.0036454144578045855;0.00780986516339871;0.0002416202418468183;0.00041193708237040154;0.0005345036046716638;0.00048281525786911597;0.00034364486493186804;0.00034161645809554185;0.00019548002149457917;0.0005172023270986273;0.0006111104436640896;0.00029782323389588184;0.0017966720458681557;0.0037093274688751454;0.0032771234740334304;0.0011885492500964129;5.28941958966954e-05;0.0016089856223045138;0.00045460790181744114;0.0007013953400660695;0.000526388640888038;0.008900094280232723;0.0009613660545862747;0.0033136490920375322;0.0012348207505433126;0.0018132859946737023;0.0011336970023685979;0.0015164408872853988;0.0015248092364149868;0.000782110536218808;0.0031747174222175323;0.002720342588756225;0.0034921377514529756;0.0016537371761606093;0.0010667049108251357;0.0014227959319030245;0.0022560817244345333;0.00016585969459967202;0.0004333665257144764;0.0012706374661253309;0.001302495876704321;0.001745304153599199;0.0008667985743462774;0.001502696304132245;0.001631137808351918;0.003727943274905568;0.005853746922409531;0.010687204556606988;0.00950929867645578;0.005789585486990545;0.009770124509370037;0.01352532795582817;0.014007253453246382;0.006676100231364779;0.008183695736636826;0.016318618371551352;0.010551061468645928;0.008147733250950251;0.005925866768955984;0.01119065636696387;0.012288634670437837;0.00512477456670718;0.0008495215294432104;0.0006822040500859584;0.001140430701084709;0.0010517569948984007 +29;0.008642002444696761;0.00760746226447076;0.0036677692780324456;0.00782033813212521;0.00025765762263159873;0.00041714931212314364;0.0005413996740822099;0.0004983069783657187;0.00035135581859934047;0.00034986478084958125;0.0002034201686849967;0.0005250884444487989;0.0006221004752531359;0.0003133611156291268;0.0018421420062189678;0.0037515869431743176;0.0033118263340611437;0.0012513713997162161;9.342707209351159e-05;0.0016467485952456826;0.0005081370250538519;0.0007605264639859548;0.0005658059923235193;0.008901983920632517;0.0010331406955582483;0.003345055910965261;0.0012496055263995706;0.0018297972696536685;0.0011651970843368463;0.0015356518090447885;0.0015296655953582414;0.0008068999302261771;0.0031860804300203327;0.0027345385272388584;0.0035070407746458088;0.0016620670686236586;0.0010759772720743965;0.0014278776160660672;0.0022876855755880887;0.00017187897255922704;0.00043625332896732837;0.0012700016217946364;0.0013078297789010096;0.001747397462349011;0.0008696543206834911;0.0015015733249134841;0.001635307594847514;0.00372831996676469;0.0058655128648322785;0.01070395520534595;0.009512229925113858;0.005796791246553357;0.009780614869905557;0.013533524625563065;0.014000087234109004;0.006698122749479174;0.008205526876801816;0.016325686614012347;0.01057524215655864;0.00818696040953662;0.005951251690637427;0.011205728045844854;0.012295726134759433;0.0051506774700972036;0.0008507295248693994;0.0006919362443123522;0.0011465252450469712;0.001054980198500876 +30;0.008645997074642142;0.00760322728536178;0.003691478839465509;0.007831445805329101;0.0002747102339847717;0.0004226915355954458;0.0005487323433798798;0.0005147794721515764;0.0003595549572073982;0.0003586353082715883;0.00021186299380380764;0.0005334738415663058;0.0006337862966814094;0.00032988264788112037;0.0018904529550007251;0.0037964847907632493;0.0033486956914752786;0.0013179259542466203;0.00013638275375730483;0.001686752112075772;0.0005648545350214716;0.0008231753016164564;0.0006075674004032156;0.00890413151254238;0.0011091835656319368;0.0033783248648554254;0.0012652670130601437;0.0018472874926104554;0.0011985665090077924;0.0015560019437778558;0.0015348587039888534;0.0008334073576878077;0.003198231364921894;0.002749718797869491;0.003522977179395856;0.0016709745497014358;0.0010858925231900796;0.0014333116714856167;0.0023214804169910674;0.00017831538808551692;0.00043934029420674217;0.0012693216831684145;0.0013135335373635273;0.001749635931614986;0.0008727080897417729;0.001500372469319694;0.0016397665266509806;0.0037287227809594953;0.005878057836095851;0.01072204420520817;0.009515395356583689;0.0058044741042363734;0.009791799804563683;0.01354237615616194;0.013992348522546771;0.006721603383087832;0.008228803464311957;0.016333319557728043;0.010601354935762475;0.008228784793483601;0.0059783173478001606;0.011222003911601663;0.012303384159768671;0.005178295400225963;0.0008520175024265865;0.0007024466541907595;0.0011531068517499493;0.0010584168112507501 +31;0.008650223869823004;0.007598746170425025;0.003716566328486562;0.007843199044987564;0.0002928237637195479;0.0004285785920834246;0.000556521245815466;0.000532276851623768;0.0003682642356695239;0.00036795152562905074;0.00022083110829765155;0.0005423809707996198;0.0006461991980421244;0.00034743208500576887;0.001941616365731931;0.003844032751248963;0.003387741234990735;0.001388263279522066;0.00018174832420971715;0.001729030238736086;0.0006247921173537611;0.0008893831022026392;0.0006517015747650925;0.008906527193635105;0.0011895469947426351;0.003413485806202113;0.0012818191358015749;0.0018657723790636502;0.0012338332241013591;0.0015775093393081696;0.00154038520599082;0.0008616181771890809;0.00321116239026753;0.0027658736962493657;0.003539936725561396;0.0016804539195219986;0.001096444443592734;0.001439094593408935;0.002357445651909318;0.00018516547743335342;0.00044262546333723174;0.0012685980984407721;0.001319603483729781;0.0017520180991961176;0.0008759579090310728;0.0014990945299596797;0.0016445117122108333;0.0037291514528139946;0.005891388509176948;0.010741449213727106;0.009518791088549694;0.005812638146460214;0.009803685262390893;0.013551871672340954;0.013984046767208658;0.00674655462360646;0.008253537881302009;0.016341507832895452;0.010629367423772962;0.008273228656143827;0.0060070781404151785;0.01123946388560998;0.012311599338394541;0.005207643052015765;0.0008533861471852998;0.0007137213952077663;0.00116016722352396;0.0010620686613439026 +32;0.00865468804688957;0.007594013389116389;0.0037430627083846896;0.007855612356766295;0.0003120520463469195;0.00043482797223714717;0.0005647895225139622;0.0005508511066273161;0.0003775095306285184;0.00037784111308493927;0.00023035116034570736;0.000551836295828799;0.0006593760593235527;0.0003660615782612141;0.0019956568447975984;0.003894254981861661;0.0034289828649354953;0.0014624557089035276;0.0002295903719092615;0.0017736263479212686;0.0006880124286897053;0.0009592183746269176;0.0006982540820378753;0.00890916150112575;0.0012743139506217194;0.0034505748059242003;0.0012992788742904535;0.0018852708924844003;0.0012710334147492952;0.0016001960583477484;0.0015462441295987298;0.0008915280033007685;0.003224871237686569;0.0027830004147454818;0.0035579164499112553;0.0016905035288503067;0.0011076312335256897;0.0014452253672585652;0.0023955753061162544;0.00019242818845593545;0.0004461082699050052;0.0012678309976979982;0.0013260385562655769;0.001754543541262553;0.0008794032074668882;0.0014977397369336232;0.0016495423140723692;0.0037296059055549474;0.005905515889467;0.010762147200945815;0.00952241309229429;0.005821290113005612;0.009816281055301024;0.013561999907592936;0.013975191815116639;0.006772997071086112;0.008279750548281506;0.01635024172447841;0.010659246369203679;0.008320328693313395;0.0060375578147419395;0.011258087247454474;0.01232036192335284;0.005238744657086514;0.0008548365890303743;0.000725747059007964;0.0011676979739590337;0.0010659387637629372 +33;0.008659396136466602;0.007589022017777336;0.0037710067389183227;0.007868703899839069;0.00033245775732171877;0.0004414600444955334;0.0005735641220480613;0.0005705627757495862;0.00038732097495580015;0.0003883363034302579;0.00024045417868943583;0.0005618706341175943;0.0006733598274487641;0.00038583184830828614;0.0020526112643679817;0.003947185703559952;0.0034724486817743205;0.0015405960331350832;0.0002799747956434073;0.0018205960839881852;0.0007545953250345759;0.00103276883038984;0.000747283308718991;0.008912028665260918;0.0013635907451928463;0.0034896381237020657;0.0013176680060184576;0.001905807352548028;0.0013102135074429394;0.0016240903983066879;0.0015524367550739382;0.0009231407257626334;0.0032393608847911537;0.0028011025809173973;0.003576920216822224;0.001701125512293386;0.0011194551359618443;0.0014517053248571943;0.002435876377625365;0.00020010437002407518;0.00044978943518033006;0.0012670202038805034;0.001332840141777189;0.0017572128263345851;0.0008830447366512291;0.0014963077764074129;0.001654859441978615;0.0037300862431554754;0.005920455231889915;0.010784121515883094;0.00952625845465066;0.005830439346291738;0.009829600784243997;0.01357275271535846;0.01396579078709781;0.0068009592788989826;0.008307469770258147;0.016359514207674897;0.010690967732657042;0.008370135766215592;0.0060697892841454215;0.011277859015667191;0.012329664866569556;0.005271633800794706;0.0008563703941562098;0.0007385139702409116;0.0011756930422477802;0.0010700312975501503 +34;0.008664356009632612;0.007583763711503155;0.003800445131812741;0.007882495560387115;0.0003541133048983666;0.00044849834651111177;0.00058287618598735;0.0005914818095884098;0.0003977333880482558;0.0003994743422375095;0.00025117601469056266;0.0005725195975880663;0.0006882001300547169;0.0004068130495771677;0.00211253050770345;0.004002872159367718;0.0035181774794414283;0.0016227976133135688;0.0003329768371641374;0.0018700074894318977;0.0008246379087737243;0.0011101414275798138;0.0007988604990975257;0.008915123231303335;0.0014575071041081494;0.003530732338953263;0.0013370131657603687;0.001927411504376246;0.001351430267811586;0.0016492269677529717;0.0015589651216804945;0.0009564668136208127;0.003254636103147912;0.0028201861563673103;0.003596954284549203;0.0017123233679684352;0.001131920045865778;0.001458536600112241;0.002478362151165009;0.0002081965686708603;0.00045367017159088537;0.0012661654499925915;0.0013400104801269547;0.0017600268333982025;0.000886883695762522;0.001494798176831659;0.001660464846863649;0.0037305926237898163;0.005936225929534522;0.010807360550249945;0.009530325137361184;0.0058400977212128835;0.009843661736247344;0.013584124400142894;0.01395584867768812;0.006830477555163111;0.008336731534949182;0.01636932036842087;0.010724514789733242;0.008422714567942136;0.006103814408887714;0.011298768739136711;0.012339503240267391;0.005306353204395542;0.0008579895533917005;0.0007520156164622024;0.0011841482486782892;0.001074351576522227 +35;0.008669576926789713;0.007578228652265873;0.0038314328388716623;0.007897013087319604;0.00037710194750014553;0.0004559699511851433;0.0005927615331447131;0.0006136886536853691;0.00040878681588989337;0.00041129806533652703;0.00026255789668271686;0.000583824145991358;0.0007039540460721146;0.00042908585376456;0.0021754793312706855;0.004061374494347264;0.0035662186471841495;0.0017091948671895604;0.0003886839641463512;0.0019219413012269218;0.0008982550203490997;0.001191462849578575;0.0008530700676756577;0.00891844032102529;0.0015562167353946992;0.0035739246020505683;0.001357345963359985;0.0019501186506914112;0.0013947510467353583;0.0016756468392971;0.0015658327483464643;0.000991524299866691;0.0032707051265749854;0.0028402614286506256;0.0036180294524552764;0.0017241031323390332;0.001145032684507559;0.0014657228752921886;0.00252305554821515;0.00021670916751103178;0.0004577525713580048;0.001265266275356211;0.001347553436449947;0.0017629870791498747;0.0008909221540913462;0.0014932101245958007;0.0016663615500782727;0.003731125320379808;0.00595285157416281;0.01083185581643431;0.009534611621630384;0.005850279681224507;0.009858484937228629;0.013596110737794598;0.013945369253709095;0.006861596080945331;0.0083675796281793;0.01637965655335749;0.010759875444180833;0.008478143844134034;0.006139684136064388;0.011320808751238975;0.012349873387824062;0.005342954870590222;0.0008596964882507732;0.0007662480660705663;0.0011930607045711125;0.0010789060663080122 +36;0.008675069609229258;0.007572405472949517;0.0038640334742520988;0.007912286291062054;0.0004015191748904974;0.0004639059205017275;0.0006032612599575805;0.0006372755890104859;0.00042052719999374245;0.0004238566140030535;0.0002746471158673897;0.0005958312728025286;0.000720687060575629;0.00045274278981283916;0.0022415364419992173;0.004122765833132397;0.0036166322335609707;0.0017999440922511628;0.00044719720190751825;0.0019764914473724693;0.0009755799962941937;0.0012768802986794052;0.0009100101228165791;0.008921976000878296;0.001659898282756471;0.00361929305184297;0.00137870317978004;0.0019739698714058007;0.0014402541936882896;0.001703397804167374;0.0015730445956398179;0.001028338571517167;0.003287579562065629;0.0028613428994559015;0.0036401609439455224;0.0017364733146387201;0.0011588025256879103;0.0014732693411931147;0.0025699888716932545;0.00022564833472531968;0.0004620395836629071;0.0012643220305347466;0.0013554744592793669;0.0017660957017032672;0.0008951630286740189;0.0014915424727176899;0.0016725538108030222;0.0037316847176727674;0.0059703607075642096;0.010857611060371142;0.009539118592629348;0.005861002711665814;0.00987409584470783;0.013608713624907787;0.013934350791963535;0.006894368249721228;0.008400066993312194;0.01639052440813593;0.010797054963960329;0.008536518641503843;0.006177459986273615;0.011343982449131373;0.012360776951646502;0.0053815015555092605;0.0008614941298093377;0.0007812125675004562;0.0012024315918565606;0.0010837025823060772 +37;0.008680846312099921;0.007566281180979184;0.0038983197792676616;0.007928349248925326;0.00042747440407450623;0.0004723418647816467;0.0006144224803005284;0.0006623483804219579;0.0004330072006942451;0.0004372063150224516;0.0002874978693649258;0.0006085948501072212;0.0007384742405422487;0.00047788989005606054;0.002310794778112954;0.004187132545222155;0.0036694891645860234;0.0018952246271339152;0.0005086321782856104;0.0020337657464897796;0.0010567656980907114;0.0013665626040498223;0.0009697932013584439;0.008925727183227317;0.0017687566630716287;0.00366692740258269;0.0014011270428089945;0.0019990123322896486;0.0014880296394720952;0.0017325347302620114;0.001580607047608984;0.0010669422691398645;0.0033052743472353624;0.002883449231125837;0.003663368350516505;0.0017494448655104161;0.0011732417603859402;0.001481182678109115;0.0026192036833927596;0.00023502199898191647;0.00046653500371610784;0.0012633318796765394;0.0013637805605337047;0.0017693554528207256;0.0008996100736093499;0.001489793744978117;0.0016790471104921462;0.003732271310849078;0.005988786159794229;0.010884631144120749;0.009543846906877262;0.005872286918792907;0.009890523729986334;0.013621935452360234;0.013922791189653339;0.006928855508500059;0.008434254544052888;0.016401925996043176;0.010836060341571419;0.008597948407957412;0.006217212786961357;0.011368294212465546;0.012372216000685887;0.00542206553081262;0.0008633858487349724;0.0007969117840654176;0.001212262646750513;0.0010887501179278891 +38;0.008686920670157139;0.007559841336931716;0.003934373162982785;0.007945239912374669;0.00045509305679243724;0.00048131863065015157;0.0006262992355216407;0.0006890282994311929;0.0004462872083489562;0.00045141176140283713;0.0003011722940838308;0.0006221766674279067;0.0007574016798482346;0.0005046487077985558;0.002383361988616939;0.004254574694334129;0.003724871613021319;0.0019952417440538064;0.0005731238796593951;0.002093886727857361;0.001141988464262153;0.001460703903023327;0.0010325485584974266;0.008929691146798091;0.0018830272287216898;0.003716929076818712;0.0014246653418207716;0.0020252993459195234;0.0015381797199836497;0.0017631197294506532;0.0015885279129275731;0.0011073752876674947;0.0033238077529466614;0.0029066032496678773;0.0036876756350779916;0.0017630311787903072;0.0011883652983881374;0.0014894710570064335;0.002670750808031308;0.00024483984958914573;0.00047124347332447303;0.0012622948003339907;0.0013724803167165303;0.0017727696984595337;0.0009042678807281365;0.001487962135597369;0.0016858481538892661;0.003732885705626604;0.006008165619724892;0.010912924843106742;0.009548798100005307;0.0058841553839872884;0.009907802195553927;0.013635780514237195;0.013910686692433893;0.006965128401358128;0.008470212210884676;0.016413865020009744;0.01087690424522142;0.008662558801021791;0.006259023853881079;0.01139375193704445;0.012384194250029512;0.005464729772279964;0.0008653755144696074;0.0008133508254518258;0.0012225570629666657;0.0010940589979350282 +39;0.00869330861410983;0.007553069044689442;0.003972287954816051;0.007963002562033028;0.0004845191060697425;0.0004908831484355253;0.0006389536153027231;0.0007174546082564619;0.00046043658653744;0.0004665471407175395;0.00031574173551236675;0.0006366477105157718;0.0007775682770854719;0.0005331587917650829;0.00245936122619185;0.004325205493837331;0.00378287247882772;0.0021002293643769057;0.0006408281881378013;0.0021569929380473654;0.0012314505818850768;0.0015595263478977751;0.0010984239556772954;0.008933866699497306;0.0020029790214293117;0.003769411976958431;0.001449371824711554;0.002052890771035751;0.0015908203299830614;0.0017952226847661387;0.0015968164443091667;0.0011496848721240446;0.003343201428684925;0.002930832001192832;0.003713111191351204;0.0017772481246400296;0.0012041908048594646;0.0014981441598166875;0.0027246904567398977;0.0002551133597701637;0.0004761704923277599;0.001261209580890224;0.0013815838901854935;0.0017763424271926842;0.0009091418910062779;0.0014860455046861593;0.0016929648857282042;0.0037335286197817674;0.006028541998436304;0.010942505376846934;0.009553974485303873;0.005896634386812455;0.009925969499900045;0.01365025527921404;0.013898031644794973;0.0070032672469987345;0.008508019613915618;0.016426347058174473;0.010919605758622608;0.008730492889287345;0.0063029857698983505;0.01142036751729425;0.012396717296141613;0.005509588752772188;0.0008674675326095296;0.0008305373844418006;0.0012333196513847969;0.001099640977694806 +40;0.008700027988718328;0.007545945381017716;0.004012169921155911;0.007981686806441513;0.0005159199987751634;0.0005010890242702522;0.0006524565518966005;0.0007477878182079421;0.00047553496878963326;0.0004826976896844717;0.00033128865897135654;0.0006520891825034306;0.0007990873298625335;0.0005635819478802401;0.0025389321631324735;0.004399154389068544;0.003843598036385759;0.002210443352909916;0.0007119013971874639;0.0022232407473473104;0.0013253656821912707;0.0016632679666841663;0.0011675785490002887;0.00893825321293118;0.0021289018690255554;0.003824507596263821;0.0014753082581096186;0.002081855759521911;0.0016460815261184966;0.0018289238069499267;0.0016054833756926554;0.0011939258047562878;0.0033634804895100734;0.0029561668602832297;0.003739707957789412;0.0017921141131512358;0.0012207387708368586;0.001507213218323318;0.0027810924663133063;0.0002658558321641073;0.00048132244059508403;0.0012600748156553418;0.0013911030699358187;0.0017800782662945464;0.0009142384164273973;0.0014840413695797194;0.001700406522695555;0.0037342008860503373;0.0060499638454395155;0.01097339031527328;0.009559379137408008;0.005909753659928907;0.009945068928627732;0.013665368344881523;0.013884818529817045;0.007043362917753482;0.008547766835136084;0.016439379524525455;0.010964190245385308;0.008801912539877443;0.006349203282883603;0.011448156762040973;0.012409792577350531;0.005556749358407137;0.0008696668876393213;0.000848481680112128;0.001244556805495678;0.0011055093571959926 +41;0.00870709875609682;0.007538449182316165;0.004054137530598939;0.00800134815226683;0.000549488440151423;0.0005119983797117096;0.0006668902421422748;0.00078021339948205;0.0004916745006848626;0.000499962012240833;0.00034790824365210117;0.0006685951483660878;0.0008220900259943223;0.0005961046672558843;0.0026222315495831733;0.0044765684703335085;0.003907169151893958;0.0023261743818924416;0.0007865306793810164;0.0022928051149226497;0.0014239811765573533;0.0017722021642021142;0.001240194621628419;0.008942850457345886;0.0022611276905006653;0.0038823616033439867;0.0015025432003267364;0.0021122708953284497;0.0017041092126053176;0.001864312173422089;0.001614540803596451;0.0012401610200142368;0.003384673250017095;0.002982643255957415;0.0037675030947673105;0.0018076499298866483;0.0012380324082132549;0.0015166908951166;0.002840036275563562;0.0002770825780739729;0.000486706532204402;0.0012588889269658926;0.0014010511537851517;0.0017839824193225245;0.0009195645710351197;0.0014819469447051523;0.0017081834446225214;0.0037349034397046454;0.006072485855366988;0.011005601535215348;0.009565015884755834;0.005923546699435733;0.009965149246271288;0.013681130416608345;0.013871037987487123;0.007085517787797924;0.008589555358473833;0.016452971650694703;0.011010689285878228;0.008877000107103239;0.006397794398560974;0.011477139355423382;0.01242342935556473;0.005606332003597059;0.0008719791949575728;0.0008671964307007049;0.0012562764851692804;0.0011116791198334738 +42;0.008714543355353932;0.007530556658150223;0.004098323930784992;0.008022048991930597;0.0005854451260822006;0.000523683981485279;0.0006823509499215147;0.0008149461261682082;0.0005089624170071909;0.0005184547481356105;0.0003657103188155833;0.0006862755821047464;0.0008467294554791137;0.0006309413190190762;0.002709434835074409;0.004557610808426177;0.003973719737672826;0.0024477483489518254;0.0008649263596439295;0.002365882014207718;0.0015275747557903716;0.0018866356744326879;0.001316476644856509;0.008947658826733484;0.002400028805515063;0.003943137061135943;0.001531153405354417;0.002144221905736418;0.001765066845933319;0.001901487513463529;0.001624002531283017;0.001288461590581401;0.003406812014522309;0.0030103015809868627;0.0037965389863488797;0.0018238792742927001;0.001256098142411441;0.00152659163698729;0.002901612130595102;0.00028881086648415745;0.0004923309868953042;0.0012576501116703456;0.0014114433098384588;0.0017880608291472727;0.0009251284722264635;0.0014797590460154386;0.0017163074990952654;0.0037356373494193407;0.006096169477534025;0.011039165223608538;0.009570889310217545;0.005938051138259459;0.009986265239910974;0.013697554309252902;0.01385667881303787;0.007129846873695722;0.008633499200610073;0.01646713448746162;0.011059140681555779;0.00895596046327124;0.006448891694864234;0.011507338859835403;0.012437638717759603;0.005658471971974999;0.0008744107634696616;0.0008866968539857599;0.0012684882174646764;0.0011181670993472975 +43;0.008722387013900879;0.007522241060571255;0.004144878779548167;0.008043859467785686;0.0006240487976171064;0.000536230264627683;0.0006989503832261004;0.000852236404613918;0.0005275234714301955;0.0005383093205705777;0.00038482314785220906;0.0007052581855218308;0.000873183517431108;0.0006683427348698739;0.0028007378433081292;0.004642463433619126;0.004043399276825205;0.0025755299987086228;0.0009473236061686751;0.002442690838595607;0.001636457120139944;0.0020069117372518777;0.0013966534350189838;0.00895267931463306;0.00254602186380902;0.004007016570382216;0.0015612248180655597;0.002177804790671825;0.0018291374062602353;0.0019405614965507662;0.0016338843642494244;0.0013389065845357956;0.0034299337504211103;0.0030391879457121324;0.0038268640838330092;0.0018408292076880495;0.0012749659968631227;0.0015369319763816752;0.002965921926750756;0.00030105985490926253;0.0004982051688354472;0.0012563562922391774;0.001422296882129491;0.0017923203226619389;0.0009309394132872365;0.0014774740033197953;0.0017247922657505355;0.003736403845156805;0.00612108364436309;0.011074111021760813;0.009577004584315152;0.005953309192419515;0.01000847836891422;0.013714654491672529;0.013841728393914732;0.007176479197024577;0.00867972626213609;0.01648188050567001;0.01110958729721978;0.009039023424330495;0.006502643891969917;0.011538781930785003;0.012452433181140643;0.005713321017975198;0.0008769686703946761;0.0009070006014920973;0.0012812028812745277;0.0011249921792762796 +44;0.008730658120764012;0.0075134722873021476;0.004193970434375638;0.008066858507795593;0.000665602370182948;0.0005497363168418534;0.000716819631803603;0.0008923776700730766;0.0005475039362005593;0.0005596821485227277;0.00040539698321366037;0.0007256927790541476;0.0009016608699991754;0.0007086026519495438;0.002896358678436378;0.004731329120734207;0.004116374290067337;0.0027099275707785017;0.0010339854386776327;0.0025234772201395556;0.0017509759257802217;0.0021334144611549963;0.0014809810632294418;0.008957913496091041;0.0026995731435949244;0.004074204642324081;0.0015928536878057203;0.0022131270707033412;0.0018965257436124525;0.0019816591782397946;0.0016442036752238043;0.0013915846822620537;0.003454079106701452;0.003069353133032124;0.0038585316997734875;0.0018585295284866132;0.0012946691409996824;0.0015477300920568801;0.003033078717167778;0.0003138510770030068;0.0005043394048794766;0.0012550051940244805;0.0014336309516339227;0.001796768388354547;0.0009370076101186051;0.0014750877993077727;0.0017336526612705544;0.0037372042744787948;0.006147305639054246;0.011110473490946793;0.009583367742839188;0.005969368192711988;0.010031857539078592;0.013732447851275364;0.01382617199341818;0.007225559406967286;0.008728379936727981;0.016497224264704125;0.01116207907808886;0.00912644663732498;0.0065592177214451874;0.011571499655125772;0.01246782735502372;0.005771049273235546;0.0008796608503867862;0.0009281280244933104;0.0012944331144708193;0.0011321755304761413 +45;0.008739388675358395;0.007504216404291275;0.004245788575062054;0.00809113506965281;0.0007104631208225427;0.0005643190864109866;0.0007361134119765224;0.0009357160497429039;0.000569076378964771;0.0005827577627981403;0.00042760904643493816;0.0007477561627650571;0.0009324077169421581;0.0007520675204397646;0.002996539971814788;0.00482443349276826;0.004192830064371544;0.0028513983018008185;0.0011252062617174898;0.0026085163713452653;0.001871520449184056;0.002266573983369838;0.001569746297706967;0.00896336351520316;0.0028612048197797016;0.004144930518429735;0.0016261478909351465;0.002250309270337092;0.0019674613584588427;0.002024920717083656;0.0016549797820513273;0.001446594485797828;0.00347929328348745;0.0031008536111726825;0.0038916011155086805;0.0018770133711638742;0.0013152444572074665;0.0015590061980946812;0.003103208208172753;0.00032720847539314743;0.0005107451779424142;0.0012535942876461606;0.0014454667356135348;0.0018014133532415766;0.0009433444224264051;0.0014725959667729466;0.0017429052725195238;0.0037380401358518556;0.0061749221283504685;0.01114829357259639;0.009589985974584214;0.0059862812177381985;0.010056480024393855;0.013750954473289778;0.013809991996758364;0.007277249710814171;0.008779621026075768;0.016513183092488948;0.011216675015132238;0.009218519014289606;0.00661880014945232;0.011605528891908912;0.012483838617940668;0.005831847513635607;0.000882496201636343;0.0009501022791001956;0.0013081936763528479;0.001139740893731686 +46;0.008748614829052759;0.007494435068914396;0.004300547355009315;0.008116789640778055;0.000759066994719072;0.0005801144704781144;0.0007570115996153523;0.0009826649374896149;0.0005924446323671284;0.0006077546170582676;0.000451672546652725;0.0007716548166048151;0.0009657129495828365;0.0007991572551118778;0.0031015515209858874;0.004922027495225495;0.004272972686520049;0.003000454945851272;0.0012213160317236637;0.002698117052105417;0.001998527107571778;0.002406872580466922;0.0016632706809560673;0.00896903207778399;0.0030315023882437203;0.0042194515266185395;0.0016612285038361194;0.0022894866837556843;0.0020422017010910815;0.0020705034163404634;0.0016662341081636473;0.0015040453177256677;0.0035056264072606536;0.0031337520012796327;0.003926138072740865;0.0018963174807065247;0.0013367328448467622;0.0015707827117105444;0.003176449789699831;0.0003411585952809871;0.0005174352218959531;0.0012521207678361165;0.0014578277636077483;0.00180626445228102;0.0009499624480675331;0.0014699935512291623;0.0017525684944726533;0.0037389130911643365;0.006204030393168858;0.011187615535018403;0.00959686702657897;0.006004107848491036;0.010082432565905908;0.013770196020442715;0.013793169463690025;0.0073317321730498874;0.008833630021020944;0.01652977566952829;0.011273439011047881;0.00931556481946505;0.006681601023427075;0.01164090947259;0.012500485711750553;0.005895929857438392;0.0008854847123346971;0.0009729490802655519;0.0013225006717931531;0.0011477149163588163 +47;0.008758376417854263;0.007484086116103683;0.00435848511163453;0.008143933150932758;0.0008119192877479812;0.000597289921922959;0.0007797357050078509;0.0010337169368630668;0.0006178549560343881;0.0006349359060446799;0.0004778392074746441;0.0007976416489903805;0.0010019284184296824;0.0008503628780299581;0.0032116933850894064;0.005024390303030091;0.004357031432571129;0.0031576828860925554;0.0013226998938407238;0.0027926270376515544;0.0021324995765857786;0.0025548645974295403;0.0017619232094644652;0.008974922448827305;0.0032111377263949956;0.00429805369513564;0.0016982305095874714;0.0023308096232597664;0.00212103757325538;0.002118582782435763;0.0016779903690428283;0.0015640581612205995;0.0035331339669574247;0.003168117621324934;0.003962215345072545;0.0019164825318213757;0.0013591795745174426;0.0015830844482836864;0.003252957739192097;0.0003557308125777467;0.0005244236320330505;0.0012505815288974612;0.0014707400820274733;0.0018113319089510388;0.0009568756326846714;0.0014672750675501223;0.0017626626904386766;0.0037398249802506334;0.006234739798724909;0.011228488611883303;0.009604019514649953;0.00602291507022551;0.010109812685207054;0.01379019658503633;0.013775683330023547;0.007389211459921385;0.008890609825603801;0.01654702277146214;0.011332442136837706;0.009417948545033195;0.00674785623009555;0.011677685696223183;0.012517789480264052;0.00596353698363683;0.0008886376118050279;0.000996697030941178;0.0013373720128054475;0.0011561275540766733 +48;0.008768719037185235;0.007473121264484128;0.0044198739438984225;0.008172692515461988;0.0008696287532450539;0.0006160487900680987;0.0008045546907201884;0.0010894670389338078;0.0006456053601452266;0.0006646200015330561;0.0005064127573279308;0.0008260234293622493;0.0010414804736386916;0.0009062763279375843;0.003327299516058771;0.005131832736687436;0.004445261576445175;0.0033237385069931763;0.0014297847460976662;0.0028924383037692153;0.002273999709177882;0.0027111696734192087;0.0018661166625153977;0.008981038454515589;0.003400862445094882;0.004381060615927579;0.0017373065064577031;0.002374448159698714;0.002204296419255569;0.0021693571857168;0.001690274790258281;0.0016267667561377305;0.003561877323846774;0.003204027121751968;0.003999913406104588;0.0019375535020002554;0.0013826347017947202;0.0015959388493832077;0.0033329026266880474;0.00037095759987061314;0.0005317259941228503;0.0012489731359636366;0.001484232493326923;0.001816627029541898;0.0009640993979008541;0.0014644344491808875;0.0017732103794511622;0.0037407778378963363;0.006267173557250871;0.01127096728595911;0.009611452973469936;0.006042778354473699;0.010138730260519646;0.013810982828552754;0.013757510284687413;0.007449918127334032;0.00895078902173041;0.016564947389511753;0.01139376303968187;0.009526080746996957;0.006817831476463532;0.011715906585074043;0.012535772990067473;0.006034939983596277;0.0008919675517949574;0.0010213777780748515;0.0013528275197976017;0.0011650125525085667 +49;0.00877969650916699;0.0074614833520612045;0.00448503049580759;0.008203217157661591;0.0009329609524832798;0.0006366332193445089;0.0008317890213863956;0.00115064619241902;0.0006760574300114473;0.0006971941759657263;0.000537769339526933;0.0008571675843323662;0.0010848825375944435;0.000967636654283538;0.0034487441041730904;0.005244698724496677;0.004537945298325546;0.003499345504550777;0.001543025630584241;0.002997992179581535;0.0024236367464149783;0.0028764638913402613;0.001976302532359628;0.008987384488617578;0.0036014987004545918;0.0044688443522849786;0.0017786311167615615;0.002420597988884346;0.0022923452850040493;0.0022230533477992365;0.0017031163617814843;0.0016923188732136801;0.0035919243061542094;0.003241565226375226;0.004039321208393287;0.0019595801063829743;0.001407153549082947;0.001609376248695421;0.0034164729499990554;0.0003868748355612111;0.0005393595347783636;0.0012472917914108234;0.0014983368348777254;0.0018221623132350234;0.000971650790837067;0.0014614649887734615;0.0017842364548940615;0.0037417739137015626;0.0063014708232302374;0.011315111607604122;0.009619177912418397;0.006063782944910334;0.01016930939946975;0.013832584137757009;0.013738624632933516;0.007514112530553729;0.009014425750300314;0.016583574865142503;0.011457488402187188;0.00964042498849016;0.006891826787549904;0.011755626171295996;0.012554461665590266;0.006110444944269211;0.0008954888219437976;0.001047026195760331;0.0013688890368955542;0.001174408019731725 +50;0.008791369314114061;0.007449108215678513;0.004554312620479561;0.008235675152164057;0.0010028532255696096;0.0006593455650063078;0.0008618387683233322;0.0012181572206836251;0.0007096597642103838;0.0007331384658246058;0.0005723721743575334;0.0008915320053177501;0.0011327732592331594;0.0010353512329690263;0.003576443884919789;0.005363374220807543;0.004635399438367077;0.0036853349394513624;0.0016629568555851897;0.003109789487934028;0.002582117669897674;0.003051528659326494;0.0020930018361411187;0.008993965456629616;0.0038139952130803595;0.004561822703476298;0.001822400874750038;0.0024694787837989257;0.0023856016919538703;0.0022799265922638506;0.0017165471343645877;0.0017608777933516978;0.003623349901914874;0.0032808255951246035;0.004080537090825731;0.001982617304167225;0.0014327972661785163;0.001623430181881963;0.003503877035333544;0.00040352216270261;0.0005473432964740628;0.0012455332956217771;0.00151308830384074;0.0018279515805297991;0.0009795486583513147;0.0014583592688244412;0.0017957684393672263;0.0037428156952747094;0.006337785703239618;0.011360987568508674;0.009627205881156176;0.0060860230883702515;0.010201687263792225;0.01385503280795064;0.013718998135687333;0.007582083744663848;0.009081806273787074;0.016602933048145196;0.01152371348120318;0.009761497380246675;0.00697017588976484;0.011796903833351635;0.01257388344765642;0.006190392790028143;0.0008992172273889418;0.0010736805998622923;0.0013855805671726673;0.0011843562486932163 +51;0.008803807114488194;0.007435921917897381;0.004628131755141318;0.008270260018450548;0.0010804555801682825;0.0006845725760647389;0.0008952154177986373;0.001293126681460078;0.0007469775013659273;0.0007730564162605306;0.0006107958391961179;0.0009296995669817419;0.0011859620360594805;0.001110538989667266;0.003710862120018074;0.00548829421150096;0.004737981488564885;0.0038826513123405987;0.0017901851912151094;0.003228399841853982;0.0027502456256934746;0.0032372518018395566;0.002216806582151107;0.009000786911108727;0.004039429973100708;0.004660471403471006;0.0018688394987297907;0.0025213406916368003;0.0024845404217394562;0.0023402675366996084;0.0017306025650920681;0.0018326240248583495;0.0036562370666095023;0.0033219118289664618;0.004123669835962851;0.0020067258885168165;0.0014596334824950319;0.0016381377477721754;0.0035953452465285196;0.0004209434054884952;0.0005556983412997596;0.0012436930011082842;0.0015285258357615739;0.0018340101231729966;0.0009878138501741296;0.001455109080548786;0.001807836781945238;0.003743905935335079;0.006376296422836825;0.011408667536161432;0.009635549545897348;0.006109607916572446;0.0102360227270471;0.013878364256070919;0.013698599822626778;0.007654165435969806;0.009153261325490047;0.016623052480488565;0.011592542734031208;0.009889892387988819;0.0070532634483096435;0.011839804687131528;0.012594068977864303;0.006275176072132682;0.0009031710638777793;0.0011013829970603697;0.0014029284297019315;0.001194906072171792 +52;0.008817087633140819;0.007421842222442354;0.004706953503779393;0.008307188253104891;0.0011672870117984228;0.0007127884510578983;0.000932546674640173;0.0013769987287211086;0.0007887228609081073;0.0008177113548342371;0.0006537847320391265;0.0009723912251812065;0.0012454579965209059;0.001194664666857366;0.0038525199592030213;0.0056199439348297575;0.004846089983485791;0.004092384033474658;0.0019254183568925588;0.0033544750588434397;0.0029289523127270234;0.003434661107324724;0.0023484015275250375;0.009007855110807872;0.004279049830744175;0.004765330089397751;0.0019182012831319012;0.0025764673659586235;0.0025897057205673535;0.002404406691744035;0.0017453218023479738;0.0019077576683208253;0.003690677401736564;0.0033649383749896344;0.004168839586118633;0.0020319730141476755;0.001487736964910294;0.0016535399117636185;0.003691132492106841;0.000439187159055816;0.000564447944232202;0.001241765782498988;0.0015446924301895093;0.0018403548149213272;0.0009964693873244224;0.0014517053718848122;0.001820475095638291;0.003745047670284607;0.006417208549917397;0.011458230755795218;0.00964422277758098;0.006134663428575715;0.010272499256168466;0.013902617267007478;0.013677395775968382;0.007730741869451774;0.009229172067348412;0.01664396660884171;0.011664090541682604;0.010026293519905971;0.007141531990059624;0.011884400037865284;0.012615051811713962;0.006365246039678529;0.0009073714502229949;0.001130179371938475;0.0014209614407917626;0.0012061137440532027 +53;0.008831299971034545;0.007406775007497479;0.004791314983148748;0.008346708375922995;0.0012652479508329859;0.0007446311268806231;0.000974676230009866;0.00147163289993045;0.0008358283002476811;0.0008680991785341916;0.0007022875971800478;0.0010205684646686537;0.0013125963927286335;0.0012895765849497524;0.004002003191593828;0.005758869209383899;0.004960173245120297;0.004315808669994897;0.0020695011086596694;0.0034887664617368336;0.0031193398943352366;0.003644968003990799;0.0024885925640847004;0.009015176863709784;0.004534322145867159;0.00487700860111262;0.001970775020154511;0.0026351791003834113;0.0027017271838510187;0.0024727198651691845;0.0017607473255021877;0.001986503374551217;0.0037267704079473607;0.0034100300507936;0.0042161770736890425;0.0020584318902366477;0.0015171898249325619;0.001669681170920062;0.003791520919780772;0.0004583081007092354;0.0005736175685836162;0.0012397461447480884;0.0015616348566994953;0.001847003856880844;0.0010055402570186;0.001448138447338071;0.0018337197892362989;0.0037462441629412535;0.006460755800469842;0.011509763928054362;0.009653240753424108;0.006161332817744503;0.010311325336760935;0.01392783427723987;0.013655348881292828;0.007812250216106931;0.009309972002771949;0.016665712029333646;0.011738482040947629;0.010171478962623937;0.007235485211621262;0.01193076790026204;0.012636868664022471;0.006461116503362174;0.0009118423894006397;0.001160120016521493;0.001439711122274548;0.0012180432554974377 +54;0.008846557570616809;0.007390599394666297;0.00488187426854092;0.008389134450271674;0.0013769119432760664;0.0007809239350193113;0.001022693613611396;0.0015794998960088624;0.0008895191611076117;0.0009255316186618165;0.0007575735716364995;0.0010754793903477791;0.0013891195905945536;0.0013977635952324256;0.004159972275560739;0.0059056859617334645;0.005080737224355425;0.004554320585719973;0.002223304337294091;0.003632132015424505;0.0033225777703704135;0.003869472111685507;0.0026382481538796063;0.00902275964240512;0.0048068283924868754;0.004996238546204401;0.0020269030880677164;0.002697860886068215;0.0028213169502290247;0.002545651267291421;0.001776927957222299;0.002069105363102758;0.003764630260553181;0.0034573291992195665;0.0042658319088901275;0.002086186059111747;0.0015480846833299741;0.001686612586369804;0.0038968247735057526;0.00047836543959135086;0.0005832361118987203;0.001237627658787585;0.001579406673722944;0.0018539783551564104;0.0010150551647496453;0.0014443969474241258;0.0018476128200125702;0.0037474992181383837;0.006507207667993287;0.011563361353928214;0.009662619965855379;0.006189781247873782;0.010352741460234571;0.013954061410510699;0.013632418835574533;0.00789919434515357;0.009396160878025472;0.016688328512050488;0.011815853404818721;0.010326345236891521;0.007335703487157064;0.011978993114645564;0.012659559439064272;0.006563379369204869;0.0009166115651753348;0.001191259937329936;0.0014592118367221657;0.001230768366209757 +55;0.008862988073159828;0.0073731798629139145;0.004979384702712253;0.008434820974639379;0.001505738746738216;0.0008227918197130403;0.001078087190981722;0.0017039427673725613;0.0009514596083435092;0.0009917887836285305;0.000821355952750593;0.0011388260525084515;0.0014773995269634563;0.0015225780523896934;0.0043271826673287744;0.006061084070262235;0.0052083475748064545;0.004809567221768576;0.0023878812179574903;0.0037855694201433393;0.0035400631566783747;0.004109719383789762;0.0027983995461749664;0.00903061161764257;0.005098446395854009;0.005123857974989876;0.0020869790055767085;0.0027649534905155454;0.002949305801098645;0.002623711906959217;0.0017939176300808685;0.002155836367901537;0.003804383116923049;0.003506993261993663;0.004317969475040984;0.0021153279147829718;0.0015805241834856848;0.0017043905776631535;0.004007393150768868;0.000499425358670532;0.0005933355638541478;0.0012354032413461058;0.0015980670799881358;0.0018613015930329935;0.0010250458226969614;0.0014404683591515144;0.0018622005171529815;0.003748817029788465;0.00655687280454359;0.011619124103360634;0.009672378018735106;0.006220197738347866;0.01039702280255983;0.013981347950762446;0.013608562748026687;0.007992152016396525;0.009488311403500649;0.016711858528011714;0.01189635088815244;0.010491921599191434;0.007442852845439496;0.012029166550148185;0.012683166770568466;0.006672714305875849;0.0009217106657050875;0.0012236594191210245;0.0014795007603320698;0.0012443736357515833 +56;0.008880729525507947;0.00735437139670414;0.005084697035067448;0.008484154769359153;0.0016565551911150098;0.0008718092225659807;0.001142939930774113;0.0018496303455102434;0.0010239754659549828;0.0010693581405549768;0.0008960265407689551;0.0012129894346281159;0.0015807529152244496;0.001668698255882714;0.00450448651171409;0.006225854413997922;0.005343653649529406;0.005083541117348017;0.0025645506694602603;0.003950251571660152;0.0037735175687007086;0.004367602147121993;0.0029703056150454307;0.00903874169690938;0.005411468305884931;0.005260816945206137;0.002151452968956691;0.0028369558362643793;0.0030866768216911977;0.002707487714735432;0.0018117762847515012;0.0022470010288021744;0.00384616920577599;0.0035591973270521493;0.004372773640601346;0.0021459602014540086;0.0016146225776851042;0.0017230778570798688;0.004123615073442222;0.0005215618126932602;0.0006039515137433553;0.0012330650299642865;0.0016176818874685528;0.0018689994306337887;0.0010355474769948095;0.0014363387943042566;0.001877534360576083;0.0037502022541685276;0.006610095243612002;0.011677167354475881;0.009682535127844671;0.006252792097433346;0.010444474507355417;0.014009750386556719;0.013583731089767404;0.008091771241460877;0.009587064051540695;0.016736350810327094;0.0119801404943074;0.010669369702757225;0.007557683426216988;0.012081391892461935;0.012707739533668327;0.006789889093998969;0.0009271748993402648;0.0012573841325033627;0.0015006194904630815;0.0012589538038389261 +57;0.008899973055552124;0.007333969852905464;0.005198910249253286;0.008537663942808082;0.0018363564206456337;0.0009302492318138712;0.0012202592557849432;0.002023319175162415;0.0011104296456436805;0.0011618369862342638;0.0009850484476786776;0.0013014087435907346;0.0017039726528540397;0.0018429012966116563;0.004692847041007253;0.006400907608890172;0.005487404345892288;0.005378510551389895;0.002754765700646769;0.00412754841007687;0.004024867227815282;0.004645250814379068;0.003155387221975482;0.009047159568739915;0.005748481384014667;0.005408260850477686;0.0022208634994792947;0.0029144702032371933;0.0032345715612634995;0.002797678208145901;0.0018305709948930327;0.0023429396314418247;0.003890145430762576;0.00361413724678622;0.004430450112061141;0.0021781978514785333;0.0016505076125003654;0.0017427445942701097;0.004245925332480721;0.0005448574037726101;0.0006151237634730855;0.0012306042173785142;0.0016383247268790951;0.0018771008193583655;0.001046599567208907;0.0014319926942589073;0.001893671964186272;0.003751660105945548;0.006667311825367783;0.011737615418502712;0.009693113064197845;0.006287832748223032;0.010495487659715419;0.01403932958369769;0.013557870605733546;0.008198865532093202;0.009693227205190169;0.016761857850979944;0.01206740160019626;0.010860131043059607;0.00768112969111151;0.012135781007419855;0.012733330388448483;0.006915854866312909;0.0009330492294988002;0.0012925059688098858;0.001522613171070858;0.0012746280392910356 +58;0.008920928224735947;0.00731175364131148;0.005323281800560797;0.00859593250126467;0.0020557253416703357;0.0010015452784214902;0.0013145879117693535;0.0022352259964678878;0.0012159054475514852;0.0012746633505461118;0.001093659360641902;0.001409280130081396;0.0018543016697058212;0.0020554387810069463;0.004893374743157791;0.00658728158953098;0.005640452469650947;0.005697115277683185;0.0029601925214810046;0.004319075039786749;0.004296335934570253;0.004945131799067151;0.0033552912460104167;0.009055875753271492;0.0061124845494224395;0.00556756441650022;0.002295853963523206;0.0029982200242679724;0.0033943317380931565;0.0028951181488504063;0.0018503770467394876;0.0024440333404529974;0.0039364878898213995;0.003672032756481647;0.004491229724310403;0.002212169816866158;0.001688322538658804;0.0017634695430077535;0.004374811258748279;0.0005694046499132265;0.0006268969576877226;0.0012280109047723003;0.001660078226522324;0.0018856382750721545;0.0010582463607037643;0.001427412569841885;0.0019106780071314888;0.0037531964443999477;0.006729028594759212;0.011800604068323617;0.009704135596017904;0.006325630293110396;0.010550514679996681;0.014070151999186375;0.013530923171881759;0.008314378982802517;0.00980773818155789;0.01678843696103216;0.012158330165901843;0.011065881868569383;0.007814277537996295;0.012192456066459023;0.012759996831631759;0.007051717998046714;0.0009393856988370447;0.0013291036651044974;0.0015455311605969413;0.0012915345960923807 +59;0.008943851693804739;0.007287451255849842;0.005459348061526703;0.008659675410142897;0.0023315995086453795;0.0010912054728240868;0.0014332133739730218;0.00250171575697216;0.0013485495858101965;0.0014165514296037192;0.0012302463119390795;0.0015449367141793097;0.0020433521239799357;0.002322721818456816;0.005107369173861037;0.0067861547925233134;0.005803763541061074;0.006042685030877931;0.0031830431222396247;0.004526781395458576;0.004590807058781579;0.005270412317223083;0.0035721240019839437;0.009064901659662561;0.006507312929839346;0.005740291555014154;0.002377167558674065;0.0030890261757250265;0.0035675939845058735;0.0030007754554216975;0.0018712762973585872;0.0025507192973748677;0.00398538842141094;0.00373312496091735;0.0045553647463088265;0.0022480174865990576;0.0017282263998228825;0.0017853384935085925;0.004510820605195004;0.0005953099634901978;0.0006393203469431466;0.0012252745809351456;0.001683032617491323;0.0018946467541776923;0.001070536014816402;0.001422579888105291;0.001928622583200812;0.0037548175206611745;0.0067958032626824205;0.011866282243307325;0.009715628801576282;0.006366524400945928;0.010610049410440858;0.014102290545297103;0.013502825004998997;0.008439364004757421;0.009931636265958055;0.016816151020271897;0.012253141134415557;0.011288511927726286;0.007958346629574953;0.012251551092690272;0.012787801945160937;0.007198727792167736;0.0009462413269759329;0.0013672635264641991;0.0015694275831680954;0.0013098272929485677 +60;0.008969073675967776;0.007260711373724693;0.005609041938589104;0.00872980820931224;0.002673609672460407;0.0011128726538495205;0.0014879777758273344;0.0027629726072421965;0.001426947101653326;0.0015776251932434655;0.0013612452799910343;0.0016677778419958017;0.0022276606347097216;0.002598191826887322;0.005336313392550723;0.0069989157506574196;0.0059784785375973926;0.006418986557392939;0.0034256773571125707;0.004752987710748252;0.00491144089208094;0.0056246024105249676;0.0038082306213399197;0.009074249651132016;0.006937237002964017;0.005928436283232835;0.0024657351169473513;0.0031879384326547744;0.0037562826892397067;0.0031158571310589828;0.0018933637608877923;0.0026634825903889547;0.00403706936350251;0.0037976917116070985;0.004623146824616342;0.0022859038938155968;0.001770400732443278;0.0018084508776664426;0.0046545721427107;0.0006226911156141587;0.0006524504425458634;0.001222382826538082;0.0017072922783383515;0.00190416718401816;0.0010835244034189812;0.0014174727191722664;0.0019475872594537647;0.003756530695352811;0.006868358164973276;0.011934813570599445;0.009727621338255998;0.006410958495297769;0.010674737775407395;0.014135825339855024;0.01347350599903252;0.008575167856451238;0.010066259236493291;0.01684506912524597;0.012352070616964639;0.01153041252365794;0.008114886247336639;0.012313213331967221;0.012816815045492369;0.007358462475830885;0.0009536904077523459;0.0014070802773911706;0.001594361871467942;0.0013297034298585392 +61;0.008996988363742964;0.007231116864531151;0.005774720700982672;0.008807428709848408;0.002978528866890859;0.0005669410276532214;0.0009699427701544763;0.0025946051277230334;0.0009926322024119728;0.0016352862828018198;0.0012553797218923558;0.001513791809708065;0.0021013298556489257;0.0025195984762610077;0.005581925161359497;0.007227193903354745;0.006165938096406726;0.006830853011772137;0.0036912758825193848;0.0050005456819804395;0.005262401856409388;0.006012284565904608;0.0040666608582208;0.009083933118479104;0.007407809798212303;0.006134306940897283;0.0025626511295458315;0.0032961688612343776;0.003962787257225472;0.0032417878017196866;0.0019167497727333727;0.0027828646707464127;0.004091788518812256;0.0038660534059491436;0.004694913298269127;0.0023260171420064063;0.001815053016015103;0.0018329219914038075;0.0048067666494927;0.0006516792925229803;0.000666352143553782;0.001219320948047567;0.001732978013249134;0.0019142475131189302;0.0010972763827292106;0.0014120650744193358;0.0019676669974834915;0.003758344644113898;0.006947563760242692;0.012006378127714878;0.009740144755002067;0.0064594669412292305;0.010745358150746287;0.014170844576966157;0.01344288895282808;0.008723414177967792;0.010213219202871326;0.016875267341587175;0.012455378422532526;0.011794466067673315;0.00828576373446921;0.012377604841971923;0.01284711243715475;0.0075328245166669805;0.000961822472806774;0.0014486580423182308;0.0016203993935164362;0.0013514007826829766 +62;0.009028095374882139;0.007198139173855533;0.005959370225912947;0.008893928441817911;0.0033418087525599258;-0.0001607454828740154;0.00010575354218678862;0.002310333619955328;0.00034509325498352506;0.0016865056306084106;0.0010825807413512023;0.001274647513595864;0.0018902191166149038;0.002358982037205054;0.005846271718972118;0.007472854582197319;0.006367669645152035;0.007283994544195371;0.003983457292500214;0.005272942039744238;0.005648509602298096;0.006438800335270806;0.004350980363458046;0.009093966563145872;0.007925524205516205;0.006360869709206518;0.002669303612186563;0.0034152784290237548;0.004190005238606895;0.0033803684061260997;0.001941557952195222;0.002909487441830394;0.0041498349496294495;0.003938570345311698;0.004771042893711164;0.002368568697161455;0.0018624177662138475;0.0018588811086572704;0.0049682007866209965;0.0006824254093018983;0.0006810985988975893;0.0012160726211417061;0.001760225404854085;0.0019249412355055728;0.0011118646329754886;0.0014063280996832322;0.0019889680568394436;0.003760269020392254;0.0070344112665003955;0.01208117087816607;0.009753233065088684;0.006512653309723226;0.01082278802811143;0.014207443439112066;0.013410890905871331;0.008885973557748672;0.010374363436805867;0.016906827709659566;0.012563346428678068;0.012084030876178375;0.008473146747157323;0.012444900956354421;0.012878776463297492;0.007724033950968545;0.0009707388473014986;0.001492111852763052;0.0016476115664702806;0.0013751927509618733 +63;0.009063064032495238;0.007161065758806873;0.0061669064174875166;0.008991162500602945;0.0038032502236077723;-0.001053138799906702;-0.0010638934826711632;0.0020036156577972544;-0.0003734123567023448;0.0017623004097925832;0.0008938212067055896;0.001008305524095851;0.0016614004573624747;0.0021975477886362824;0.006131743463482331;0.007738161871839455;0.006585535750650406;0.007785777790768056;0.004307033976032021;0.005574550594247413;0.006076086411442652;0.006911116363067182;0.004665828294538585;0.009104365691032124;0.008498827384592844;0.006611694543269264;0.002787381681250284;0.0035471423099339427;0.004441596042360774;0.0035337964101407326;0.0019679240027123956;0.003044077052873559;0.004211526769036855;0.004015642666804625;0.004851954094438393;0.002413793190714164;0.0019127591746759542;0.0018864704890754203;0.0051397848264840285;0.0007151062009394075;0.0006967715843475032;0.0012126204965554888;0.0017891841220196297;0.0019363061979935786;0.0011273689957729885;0.001400231220658979;0.002011606585242187;0.0037623141529902204;0.007130255204243097;0.01215940370637103;0.00976692306305127;0.006571351742852394;0.010908243381848592;0.014245725021754696;0.013377422439966535;0.00906536115574924;0.010552194505966117;0.016939839034411097;0.012676281650072063;0.012403552642399118;0.008679919487198984;0.012515292088570273;0.012911896300606074;0.007935023237340189;0.0009805791824729695;0.001537569065170663;0.0016760767043745711;0.0014014479473198616 +64;0.009102734133577872;0.007119008548372496;0.006402358161423205;0.009101470743373974;0.004409182029544177;-0.002099654469566767;-0.002825758935728659;0.0016697668186307912;-0.0012481736729655565;0.0018776190617954547;0.0006834220479740097;0.0007014704337232058;0.0014109023528643475;0.0020428931692601307;0.006441221173068751;0.008025783172519396;0.006821726064704964;0.008345317899523613;0.0046678396543700165;0.005910888974659606;0.006552867252517122;0.007437789208114484;0.005016911944401736;0.009115147518532152;0.009138111851692748;0.0068914185625531255;0.00291906215484726;0.0036941995098578317;0.0047221544219392675;0.0037048984013602765;0.0019960073988903038;0.003187456836875366;0.0042772373230041405;0.004097737689112868;0.0049381369825313715;0.00246196478371645;0.0019663833401028924;0.0019158570954813797;0.005322564756720688;0.0007499216750285476;0.0007134662575772922;0.0012089438541289937;0.0018200295314820397;0.0019484109068876182;0.001143883263440157;0.0013937378712530757;0.002035719381808354;0.003764492338097253;0.0072366551790681855;0.012241325712428863;0.00978125867505275;0.006636513279238754;0.011003107331873707;0.014285811917796098;0.013342375541608442;0.00926451398095629;0.010749615684163882;0.01697440714913112;0.01279454229865673;0.012758293228286255;0.008909480622573518;0.012589002650237213;0.012946578031759581;0.008169269731105655;0.0009915030799798608;0.001585169006625732;0.0017058839333675135;0.0014305957911313477 +65;0.00914825356592941;0.007070750474105714;0.006672534916046635;0.009228044747350284;0.005236015234971261;-0.003393852608643281;-0.0060428268598777465;0.0013240800346143375;-0.0023026778800370046;0.00205768107500974;0.0004579203181073535;0.00035758145631855504;0.0011486152658296;0.00191924421181381;0.006778178185499278;0.008338933070414278;0.007078879279101891;0.008974476537502135;0.00507353179257479;0.006289080164842531;0.007088965643729336;0.008029988283100933;0.005411676244966052;0.009126330492497448;0.009856933967555659;0.007205958071431373;0.003067131048460417;0.003859560193533673;0.005037623426117216;0.0038972947458559004;0.002026001799639396;0.003340551938931416;0.004347418524827673;0.004185414515553154;0.005030181687629726;0.002513411869045676;0.0020236499059765878;0.001947243039780236;0.005517747895677355;0.0007870957525752537;0.0007312955118727038;0.001205016440520873;0.001852973067717062;0.0019613401952609105;0.0011615212291221227;0.0013868015350947255;0.0020614734926143463;0.0037668190164682203;0.007355690542866444;0.012327206238823107;0.009796287134775428;0.006709412646971613;0.011109236087602392;0.014327836133553928;0.013305634539447997;0.009487318236191533;0.010970482059111775;0.017010645922371337;0.012918516791929013;0.013155164745673686;0.009166305331063218;0.012666275068498822;0.01298293587006305;0.008431336792314836;0.0010037241886303658;0.0016350667997125715;0.0017371308389156626;0.001463205211466298 +66;0.009201205464037576;0.007014612998017644;0.006986829391231686;0.009375286304216357;0.006415791916592438;-0.004992469729823701;-0.014527578501934937;0.0010096512868286583;-0.0035778870710608326;0.0023530829309289306;0.00023552586131693823;-1.8277855725140624e-05;0.000903913924210499;0.001887483651463115;0.007146822100546679;0.008681532121931124;0.007360215681813498;0.009688839429037394;0.005534173639617626;0.006718480263605747;0.007697671845296669;0.008702390925862419;0.005859904163946356;0.009137934592609143;0.01067310738533378;0.007563077206785118;0.0032352455954399867;0.004047305705126403;0.005395810083443892;0.004115738243275907;0.002058115484109363;0.0035044808160482332;0.004422558767047308;0.00427928807703834;0.00512873099759506;0.002568494995523876;0.002084965362702071;0.0019808467290992338;0.005726735842242453;0.0008269006429045787;0.0007503850961298533;0.0012008117686002628;0.0018882445960488742;0.0019751826569534003;0.0011804054454113075;0.0013793755633631222;0.0020890470832587577;0.0037693099778357553;0.007490063746888376;0.012417344870925495;0.009812061001253647;0.006791707248033019;0.011229043415282414;0.014371944542088788;0.013267070667705383;0.00973882242696833;0.011219802680837221;0.01704868205586063;0.013048637089693615;0.013603144183781168;0.009456206062646855;0.01274737900738998;0.013021096892788186;0.008727150788563454;0.0010175202615239909;0.0016874348690841395;0.0017699259056532107;0.0015000153330372301 +67;0.009263849157197357;0.006948200115850789;0.007358639876374751;0.009549476427312409;0.008185446558809824;-0.006937452970869012;-0.015237524916408361;0.0008689248854434131;-0.005069901133268079;0.0028673369396299414;8.466387460846769e-05;-0.0003634875586959324;0.0007764638979640137;0.002107816382269513;0.007552338040557244;0.009058415533225561;0.007669707293501582;0.010509332427877993;0.006063252675609143;0.007211673143085129;0.008396812236951434;0.009474690605793201;0.006374723973912366;0.009149980974251792;0.011610537258880116;0.007973248471626448;0.0034283348756215803;0.00426294183976289;0.005807210199025692;0.004366633334217579;0.0020925991113484727;0.00368053260296565;0.004503244772755127;0.004380092344200198;0.005234554887035225;0.002627644786065475;0.0021508100255183127;0.0020169305507558716;0.005951168445877425;0.000869649456907505;0.0007708844009134824;0.00119629720615462;0.0019261196551067505;0.001990046071522006;0.0012006833264872133;0.0013714023584811275;0.002118655231088881;0.003771984579974297;0.007643279547334625;0.012512067395288207;0.009828637027731846;0.006885540482259422;0.011365648657351457;0.01441829602257183;0.0132265456739743;0.010025599076910696;0.011504087211464786;0.017088652460938825;0.013185374527077576;0.014113959299848489;0.009786767874284952;0.012832607385379391;0.013061198542744012;0.009064457787506808;0.0010332507490205534;0.0017424663378588848;0.0018043887800957142;0.0015419878048328062 +68;0.009336663797097855;0.006860269857215662;0.0078051231718818115;0.009779298758991528;0.01093659294887607;-0.009023209610187615;0.0063866440075558825;0.001339544248130188;-0.006517483645077041;0.0038142221127827475;0.00023294569675733415;-0.00044569829521864945;0.0010779168827231428;0.0030068635058769985;0.008001213564845677;0.00947556660793808;0.008012263576721523;0.011464648482079093;0.006679289562894569;0.007785915039010549;0.009210842762015684;0.010373902171699395;0.006974155178760086;0.009162493418722994;0.01270200251732026;0.008450815988230997;0.003653170149032464;0.004514049945209542;0.006286225291115499;0.004658772557441154;0.002129760275503434;0.0038701944801658034;0.0045901945115380816;0.004488716567094458;0.005348591345141984;0.002691383483021198;0.0022217572085965476;0.0020558156054363147;0.00619297584475384;0.0009157024569654663;0.0007929731574098861;0.0011914311055391952;0.001966934273617632;0.0020060650380156336;0.0012225356260982811;0.001362808120933784;0.0021505631576012735;0.0037748673156896007;0.007820159769363788;0.012611730062032644;0.009846076794091552;0.006993865975763958;0.011523352005029186;0.014467063333873265;0.013183910522415743;0.010356670545586588;0.011832280866678535;0.01713070584444565;0.013329246330152755;0.014703676294061885;0.01016838861851549;0.012922280132086628;0.013103390237188095;0.009453866364814267;0.0010514107809662457;0.0018003781232337895;0.001840652110486396;0.0015904432019788056 +69;0.00938072284606517;0.0066465724295129425;0.008285078544551239;0.010319358188325523;0.014894006112541963;-0.009854674316167203;0.009759877793429576;0.0036094382845922313;-0.006583857984007705;0.005517076522269196;0.001331080831066464;0.0004783203138370856;0.0026649786783185386;0.005586443870969113;0.008501621496529582;0.009940623626697231;0.00839416059278214;0.01262682244003488;0.007390156486943633;0.008469637440398636;0.010186106383338861;0.011452401564177539;0.0076717122317303404;0.009175497741665706;0.014034848477102901;0.00903674468871557;0.003892898829241931;0.004745538454534626;0.00684238894260214;0.004981274603571728;0.0021699328653925765;0.004075304597893473;0.004684192094509182;0.00460615299149833;0.005471874764906792;0.002760292584999935;0.0022984672274173334;0.0020978525333475995;0.006454447156055615;0.0009655073214319583;0.0008168549372779971;0.0011861720483357652;0.002011058152355874;0.0020233801405773744;0.0012461588906952509;0.0013535201165056215;0.0021850557092757267;0.0037779830273972914;0.008027443603871531;0.012716770391649757;0.009864457958373762;0.00712081115752744;0.011708162355803409;0.014518462836413892;0.013138973200508053;0.010744649878745072;0.012216887463998738;0.017175029172951772;0.01348087978570367;0.015394760479188863;0.010615606485870177;0.013016791803299399;0.013147859228577752;0.0099102109258698;0.0010726922848236856;0.0018614095354279048;0.001878870613057304;0.001647227582730726 +70;0.00941433655313284;0.006377801164961672;0.008791492807774748;0.010999092593198534;0.018311901343663728;-0.006005025861271333;0.010786487489771443;0.008925383892100042;-0.002398208634222298;0.007706318381286638;0.004140863694157705;0.003483216655359868;0.0064662213400167035;0.010525131296004131;0.009064113747842245;0.010463388410087648;0.008823447091358794;0.014027457292353662;0.008116708744477993;0.009243383586426401;0.011310762621950382;0.012700145886481023;0.00840545123582967;0.009189021898831196;0.01565823996659174;0.009759448893063738;0.004067636328572002;0.004774572342059524;0.007422874663693069;0.005258777988221192;0.0022135595426247684;0.00429796701162545;0.00478626984227834;0.00473367629564736;0.005605751933351666;0.0028351209119581444;0.002381758335501069;0.0021435030305200498;0.006738326727684429;0.0010195734361646731;0.0008427868383810086;0.0011804592766029992;0.002058973929271346;0.0020421862096447474;0.0012718131784590914;0.001343430521732497;0.0022225151693453377;0.003781367332633623;0.00827493088851966;0.012827664011800799;0.009883864203059423;0.007272379851928912;0.01192882107528026;0.014572728192954632;0.013091528174236089;0.011207871306945671;0.012676085585840213;0.01722182410479145;0.01364095982359681;0.016219857013661576;0.011149549496531241;0.013116570706638964;0.013194807701566669;0.010455047011083074;0.0010981016679280156;0.0019258319100592808;0.0019192157046669933;0.0017150245249751422 +71;0.009452660456847561;0.006095109019552347;0.009336069646641798;0.01171183197581216;0.018121551155481502;0.002029507319420431;0.011248601029247105;0.014670349351860623;0.005045716883695411;0.008877386570138743;0.007336579185098481;0.00728399002172201;0.010630086234040215;0.01512943548071681;0.009702547377182819;0.011056721697489946;0.009310682561827655;0.015476452919525263;0.008861984704962564;0.010041499654667718;0.012471743789795209;0.013988416610518195;0.009159333048485596;0.009203096413760492;0.0173384588743159;0.010508140789304676;0.004242874337063621;0.004792274179180489;0.008019101797038353;0.005540514450045053;0.0022611287026823024;0.0045408250882819495;0.004897573907395342;0.00487273316257858;0.0057517331223145285;0.0029167165007178697;0.0024725894205162996;0.002193279642456622;0.0070479257390993755;0.0010785440840011852;0.0008710651151941987;0.0011742316722328783;0.002111221537556135;0.0020626897446589243;0.0012997859303054138;0.001332431927758379;0.002263358696659279;0.0037850568257733475;0.008577431026942584;0.012944909597271237;0.009904381099765991;0.007457638085856755;0.012198525359321089;0.014630099926584705;0.013041369699893335;0.01177406786226054;0.013237361014764137;0.017271297429999555;0.01381021279579786;0.017228385741813956;0.011802194307199643;0.01322206417675964;0.013244443648802728;0.011121009919893066;0.0011291589424973353;0.001993956055137941;0.00196187538662429;0.0017978927022168911 +72;0.009496089571595867;0.005797896497428123;0.00992328517468749;0.012462262041826433;0.015747956567557814;0.008514176843027363;0.011495636404383315;0.01771149278269224;0.010647869941284293;0.008798718222526716;0.009121085228550263;0.00961980919331401;0.012866924430010196;0.017138656255350188;0.010435541048988528;0.011737934495631985;0.009870083173104283;0.01696199082646971;0.009630754872212488;0.010861467060194974;0.013663857360012521;0.015311064145072967;0.009936058893540961;0.009217754676459133;0.01906048487846465;0.011274929786502075;0.004426626692907623;0.004819581329797956;0.008633537227897975;0.0058333095409663915;0.0023132777759886786;0.0048070234966596515;0.005019593263668132;0.005025172941046763;0.005911766000664731;0.00300616513337712;0.0025721582393039844;0.00224784827928641;0.007387295524177023;0.0011431818264861122;0.0009020643311620016;0.0011674036778877572;0.002168498506630784;0.002085168477628102;0.0013304518033631085;0.0013203728309984647;0.0023081352175344516;0.0037891019049451913;0.008958889138562798;0.013069119545489949;0.009926116374590732;0.007691254197130182;0.012538631316420634;0.014690878881533642;0.012988233284823458;0.012488044167957235;0.013945135142752418;0.017323708791580517;0.013989520532033839;0.018500134094864507;0.012625177388741804;0.013333823688575275;0.013297027378147863;0.011960783999696356;0.0011683229884650037;0.002066130231956398;0.0020070701806076813;0.0019023899982990033 +73;0.00954543061777735;0.005486104748715026;0.010556972596063419;0.013250689871844079;0.013485408349936973;0.012269912908119004;0.01164009203070946;0.018818593429430777;0.013733883737768484;0.008339724007692187;0.00982803590255997;0.010670138325840114;0.013701358707923147;0.017606038159923218;0.011288825029789867;0.012530953939204503;0.010521298945462665;0.018481823116329288;0.010422628268145731;0.011702422909950494;0.014885580593962833;0.016666388344242333;0.010735112987665107;0.009233033288398418;0.02082156614674663;0.012058720714445803;0.0046193075867728695;0.004857794903683238;0.009265843321195955;0.0061374247323480735;0.0023707731634650953;0.005100501029031063;0.005154121694132874;0.005193239046612841;0.0060882043258965735;0.003104783058587385;0.0026819325280126316;0.0023080111382244722;0.007761446465536309;0.0012144433485003908;0.0009362410445781094;0.0011598753396179495;0.0022316471635908663;0.0021099521580843494;0.0013642615124933033;0.001307076760672543;0.002357502440958309;0.003793561832776904;0.009429835399075326;0.013201012577543136;0.009949197777658902;0.007905180510414611;0.012941117689258874;0.014755420797036067;0.012931802437029405;0.01343774084292848;0.014835545832290409;0.01737936567178311;0.014179913212169049;0.02014183480080589;0.013708418002929768;0.013452497475750502;0.01335286678571912;0.013003324272999384;0.0012013721172885738;0.0021427496415039743;0.0020550543649533876;0.002017360578249111 +74;0.009601659756104941;0.00515991948370631;0.01124071628412815;0.014075832495125118;0.011778725917318461;0.01438074539485885;0.01172939591731978;0.019125942651038327;0.015391503451514112;0.007880612859273342;0.010068414430391005;0.011115633557405608;0.013948521748814294;0.01753242209773101;0.012320647268389495;0.013480146525950865;0.011295731209291504;0.02003371928357789;0.011237237556204899;0.012563460670496351;0.016135424791637015;0.018052715524711133;0.011555982219851851;0.009248971790947857;0.02261900372288722;0.012858305609683818;0.004821343240092507;0.004908364782744701;0.009915657227902525;0.006453111184482996;0.0024345732132965703;0.005426193230764112;0.005303402691082149;0.0053797390647268295;0.00628399282818648;0.0032142174451463834;0.0028037503392201735;0.002374771529398023;0.00817665546472418;0.0012935274412141304;0.000974166826872909;0.001151522246752218;0.002301721254496819;0.002137452458612882;0.0014017786890331008;0.0012923242199800178;0.002412282482616712;0.003798510472174832;0.00986422825828942;0.013341314909652402;0.009973748801936022;0.00771281476881297;0.0132236614323058;0.014824073677471183;0.012871782868870474;0.014654307172403791;0.015739898584581247;0.017438566841647685;0.014382452484075992;0.02200855883392061;0.015040353326242095;0.013578736143630366;0.013412262736135383;0.013989543911254065;0.0011513087172966424;0.002224276657676383;0.0021061052444784345;0.002050965505027133 +75;0.009665885817636388;0.0048203764174175046;0.011978068355410654;0.014935068563803333;0.010515725496779454;0.015637864391015367;0.011785502617040713;0.01912991469832026;0.016334738005717754;0.007493079663825328;0.010122282451997991;0.01129847670321528;0.013969559692018865;0.017297489720327686;0.013593318263542653;0.014591491917504251;0.012171020179785608;0.02161503939636711;0.012074073270287089;0.013443452375111797;0.017411605539564362;0.019468037722020715;0.012397989647881608;0.009265612037128945;0.024449626616871167;0.013672209843245575;0.005033162564664934;0.004972902285249298;0.010582477434211868;0.006780582861055012;0.0025059118554005;0.005790367218446918;0.005470322664487437;0.005588275740867066;0.006502915571419354;0.0033365824980177983;0.0029399618728260524;0.0024494202990690273;0.008640924024999164;0.0013819555964227175;0.0010165738622636353;0.001142182174646983;0.00238007525809239;0.0021682021848700717;0.0014437288814526106;0.0012758285701396505;0.0024735353218240386;0.0038040438360777418;0.01037122490408754;0.01349098348453337;0.009999939975637306;0.007405715499975929;0.013534095589730621;0.014897312087811754;0.012807751085522012;0.01615065230366608;0.01681390876912381;0.017501722681776855;0.014598508444597202;0.02426748826198366;0.016670251347478904;0.01371340312462399;0.013475625986638207;0.015146983889708088;0.001075924174890941;0.002311233311255559;0.002160559925499142;0.0020745795827280533 +76;0.009739362889784497;0.004469629994487301;0.012772122174895983;0.01582348735270367;0.009558248433262223;0.01643380943975853;0.011821102547013171;0.019017623689849106;0.01690374450384996;0.007174612961042479;0.010099139355286307;0.011361358306983524;0.013901994481135715;0.017026253510043554;0.014963177130487448;0.015777051816638632;0.0130991318161775;0.023222407791314625;0.0129323451923474;0.01434089621483381;0.01871178868850215;0.020909732751651866;0.013260153751388837;0.0092830044290233;0.026309400628150903;0.014498552848147217;0.00525518492567148;0.005053196818767675;0.011265561525581141;0.007119986199925765;0.0025863859817419066;0.0062011610131144645;0.0056586176616373884;0.005823514954240744;0.006749871738391255;0.0034746161498968864;0.0030936133931737803;0.002533628259175816;0.009164631400916612;0.0014817037766143154;0.0010644107698108696;0.0011316456274133857;0.0024684626944324745;0.0022028901871602724;0.0014910511018865202;0.0012572197168675414;0.0025426323520631455;0.003810285969272853;0.01101271047971042;0.013651051075732279;0.010027950975236788;0.007064188573183583;0.013937697593596421;0.014975639220366377;0.012739270120059043;0.01800188133499292;0.018162605560698486;0.017569266696584762;0.014829575846119103;0.027081952822525346;0.018691303904346812;0.013857426844477883;0.013543391826062678;0.016608284176201804;0.0009902356380894622;0.0024042312098824375;0.0022187979618323306;0.002113261866765734 +77;0.009823499877930075;0.0041112881766566245;0.013624825214236247;0.016732594408782497;0.008810463816526892;0.0169651325926527;0.01184308839930226;0.018862764751403138;0.017263876838021136;0.006911360227876931;0.010043832489875767;0.011366485741369156;0.013800593230125613;0.01676003291696998;0.01637631582774579;0.017003060947975823;0.014060349043075626;0.024851424394437882;0.013810851706232752;0.015253771452213905;0.02003286418481892;0.022374313868960993;0.014141055108136208;0.009301203028049376;0.028193087790776006;0.015334911515635541;0.005487804217443465;0.005151235542511595;0.011963825363712016;0.00747136511325977;0.002678106511370182;0.006669359952640896;0.005873227088523891;0.006091628576942232;0.007031340035917266;0.003631939873888934;0.0032687371238949853;0.0026296043740276914;0.009761523835323305;0.0015953909425130489;0.0011189327656118062;0.0011196364126754288;0.002569202299067125;0.002242426088089028;0.0015449866776695437;0.001236009902666188;0.002621385907565721;0.003817400520528591;0.011847017405548;0.013822731155205159;0.010057993304486534;0.006675952932335638;0.014476254401978417;0.015059647181364877;0.01266582470970401;0.020355897781723642;0.019903513102612846;0.01764170919427177;0.015077409442329937;0.030684960968232144;0.02126654920678528;0.014011898502999443;0.013616072460768902;0.018503259136551486;0.0008901198976298819;0.002503984046390406;0.002281263740288378;0.0021743282077360676 +78;0.009919853073288687;0.0037508946682695;0.014535910451967615;0.01764855929150899;0.008211259782607533;0.01732850265630681;0.011855378507293957;0.01869438654651201;0.017494954155715198;0.006691194344014426;0.009974881507328906;0.011341288345489003;0.013687650060190515;0.016510919666232637;0.01784252937784986;0.018277241231551167;0.015060587224407118;0.026496381797804835;0.014707846065249996;0.016179389946579747;0.021370723189179097;0.02385718252463226;0.015038699781546316;0.009320267617062505;0.03009391560004354;0.016178178543910515;0.005731368372417028;0.005269224459660549;0.012675737339360338;0.007834620031160977;0.002783937484760024;0.007209609251092874;0.00612085304334109;0.00640099268415234;0.007356112031491835;0.00381346841610794;0.0034708066025469497;0.0027403459023554733;0.010450264107516871;0.0017265733922668322;0.0011818435496465593;0.0011057804009580868;0.0026854405123323127;0.002288043392407124;0.001607219841859922;0.001211538594173986;0.00271225460994981;0.0038256092804813124;0.012976787481817076;0.014007486543308745;0.010090324442898368;0.006234400576532073;0.015222356683038951;0.015150054787944622;0.012586782134562213;0.02348093613251645;0.022246104678735668;0.01771967055526713;0.015344115550558701;0.03550397058276478;0.024694680687469828;0.014178135440263251;0.013694289889222944;0.021069220709991177;0.0007726095508642505;0.002611326395513258;0.002348484381577226;0.0022717893681441365 +79;0.010030074818254242;0.0033967036452822175;0.015501319971453431;0.01854993012194084;0.007838035024061607;0.017860079666093973;0.011931460675900757;0.018812467497030444;0.017922329070255053;0.006601603927591612;0.010055692191915641;0.01147218776089845;0.013610364483116477;0.016630401130239447;0.019362250614653742;0.0196004265020977;0.01610073041040183;0.0281499718872536;0.015620893206543085;0.017114238209976707;0.022720025790395282;0.025352370452683737;0.015950373259463996;0.009340261382238646;0.03200323570609659;0.017024411279153273;0.00598615336820571;0.005409608004006944;0.013399203815799399;0.008209459843543293;0.002907892869896511;0.007842390819731593;0.006410887313743008;0.006763339753385278;0.007736505042366726;0.00402608620506284;0.0037074843790201456;0.002870052974329962;0.011256966996176121;0.0018802244333114629;0.0012555288580754706;0.0010895519628444095;0.002821585825056025;0.002341472487177032;0.0016801109662767238;0.0011828774834879568;0.0028186850597079205;0.0038352236482706026;0.014605342479027672;0.014207016800898642;0.01012524142032778;0.005733842605686823;0.016332277223495395;0.015247692938034296;0.0125014168643649;0.027850808401759686;0.02558943601322894;0.017803867189620126;0.015632149113750327;0.042303936753153026;0.029501490845398326;0.014357666561287341;0.013778762939706923;0.024751822586063232;0.0006302596362826318;0.002727250715018892;0.002421079792489289;0.0024388198186289095 +80;0.010155671748471096;0.0030608678910344356;0.016512725400891992;0.01940742534192008;0.007738344173426809;0.018678909061992918;0.012097226580430998;0.019340906048900375;0.018665822692858602;0.0066840871182584916;0.010352994112656916;0.011833488616986465;0.01360914167649524;0.017284970859902937;0.020934421766170108;0.020972301816192362;0.017180819878562792;0.029802974556944972;0.01654671372605615;0.018053807012355316;0.024073953313720253;0.026852264582328145;0.016872481736778966;0.009361254968249022;0.0339101628271129;0.017868669045709662;0.006252330818136226;0.005575082776433704;0.014131443683097517;0.00859534584777899;0.0030559807248224935;0.00859047146947628;0.006761077657122527;0.007200192815481843;0.00819907384480617;0.004278714408023659;0.003975938521434116;0.003024379379004488;0.012232907072345423;0.002059772533376171;0.0013397851955471024;0.0010656517330261406;0.0029797538236471105;0.0024029348573514353;0.0017632851017799905;0.0011475109264438427;0.0029447002650720144;0.0038461658308429625;0.017152659436624917;0.014423322657326265;0.010163091646467448;0.0052015361344588396;0.018123034385012282;0.015353535198413981;0.01240888623691827;0.03447502359053578;0.030768220444566174;0.017895137564298613;0.015944407333986832;0.052726424987914466;0.036815736729982174;0.014552290055115047;0.013870333747400099;0.03050121413107565;0.00046027400217303616;0.002852942063062733;0.002499786039388996;0.0027459189440218607 +81;0.010297892485480742;0.0027599960228733567;0.01755384290051154;0.020179369817482584;0.007664400129445859;0.01931698256661024;0.012234288518897157;0.019755337666432338;0.019245833570995796;0.0067500648889463055;0.01058598452318274;0.0121162478666203;0.013623047616395129;0.01782595944413992;0.022557726942321055;0.0223922772833286;0.018300693432676207;0.031443927316848086;0.017481014102961517;0.018992408247103132;0.025423944084571937;0.02834731359367204;0.017800380035352392;0.009383335675901217;0.03580119228556988;0.01870483933154443;0.006529928370995919;0.005768599835003468;0.014868851674149364;0.008991427247171363;0.003232223467470041;0.00933184494359407;0.007246061586551666;0.007792442518317233;0.008898798848682221;0.004553321485420897;0.004025297711562487;0.003196206533620183;0.013612504594865571;0.002198319891773229;0.0013689540806862827;0.0009465469290467904;0.0030838798746493645;0.0024313943543954886;0.0017885047096781181;0.001082857273330337;0.0030735231339034386;0.003848878800121469;0.021709880614931065;0.014658939326536169;0.010204324541826182;0.004818157567261339;0.021458796848113026;0.015468833760950762;0.01230807750309082;0.04581621819435422;0.03990859620562914;0.017994563711764222;0.016284530566535782;0.07083977430933475;0.049400675920889814;0.014764291303085764;0.013970086020809847;0.040745401839889395;0.00027306469342201767;0.002989823966331684;0.0025855079543540133;0.003401900880027217 +82;0.010457306700161872;0.0025155535646878002;0.018599217199083418;0.020812006000205385;0.007605285863845651;0.019827109335868093;0.012348077125895474;0.0200866630854879;0.019709539005577176;0.006802811507691797;0.010772253433888296;0.012342305796911007;0.013647647442393718;0.018271958912721542;0.024230075405505203;0.02385912320539807;0.01945972045953781;0.03305886088273774;0.018418344850304913;0.01992302381908595;0.026759480327169738;0.02982579111873651;0.01872822826542736;0.0094065957868823;0.03765989569948014;0.019525494583469638;0.006818788905376988;0.0059933436901946635;0.015606882783034126;0.009396480595789652;0.003424814479439625;0.010083368943340748;0.007803750862863779;0.008469463450915815;0.009724407851233574;0.004843073731736092;0.003971891885014511;0.0033792293634149484;0.015212008474342287;0.0023197196453557875;0.0013724989474996827;0.0007826756675105573;0.003164009472828161;0.0024446664854481936;0.0017867000967745628;0.0010038279235959208;0.0032057506871310537;0.003847745186501328;0.0318444174966247;0.014916794370210096;0.010249447564961156;0.005843051600706806;0.02930680949091058;0.015595011435053374;0.012197761658959694;0.06937462535490924;0.059830700267943904;0.018103370716382905;0.016656761317796698;0.10939557891601015;0.07576010105784547;0.014996300827990972;0.014079250419375855;0.06340317721283506;0.00024414756830334894;0.003139639497988192;0.0026793256017156597;0.0052112838590492455 +83;0.010633371915466427;0.0023546847952308214;0.01961022216660585;0.021236758023517655;0.007556646995371674;0.020246837911845228;0.012444453343297746;0.02035927527250081;0.020091072458770204;0.006846211065775043;0.01092551416086876;0.012528304638505683;0.013680760695683192;0.0186439234306926;0.025948176700823444;0.02537064287658297;0.02065655821824014;0.03463338136923233;0.019353126807319154;0.020838393115567455;0.028069748554047702;0.031275633008846504;0.019650023578426712;0.009431128298875047;0.03946935907984106;0.020322894960729088;0.00711872227040336;0.006252550852740069;0.016340839007097763;0.009809210495500792;0.0036312187976386967;0.010895219232722297;0.008397674663001564;0.009190657014649384;0.010600713634883907;0.005154807024445901;0.00392750456967883;0.0035759717360835386;0.016911345021981994;0.002453481708999304;0.0013797442075495839;0.0006088275259950315;0.0032540857765955833;0.0024610854872908483;0.0017883232935924365;0.0009196074483132921;0.003348593513443937;0.0038470240766603214;0.054829887194972615;0.015200588687337535;0.010299108946875468;0.017690246244277952;0.049289106322324305;0.01573388042394419;0.012076352754679887;0.11437139859468048;0.10296015840067019;0.018223121507243256;0.017066439832597147;0.18807944427562484;0.12728462740641144;0.015251649050407545;0.014199394834837342;0.11415530687867737;0.0021441622793954146;0.00330453228229359;0.002782583321491186;0.011092075219743994 +84;0.010823775326194385;0.0023075871721028873;0.020537231975625236;0.021378103277508775;0.007515727458604321;0.020599962881966777;0.012527474577404801;0.02058862684855245;0.02041206260599987;0.006882723307737759;0.011054454158413107;0.012684787722160668;0.013720852765045144;0.018956927690466585;0.02770656902851032;0.02692289899045064;0.021888565906563795;0.03614691605922693;0.02027676386830246;0.02172798261343095;0.02933903145904415;0.03267933894331854;0.020556704170171525;0.00945705881230452;0.041205452460934544;0.021086219441163623;0.0074290217141025905;0.006549851277705493;0.017063652884146796;0.010227357060694331;0.00385356716174437;0.011777345395637406;0.009034761139531722;0.009965022851609218;0.01153899442574624;0.005491872940011022;0.0038921720141724403;0.0037884366335738107;0.018735641297934924;0.002601006994953213;0.0013907794383006822;0.0004289350599226416;0.0033548367692501913;0.0024807726757414272;0.0017934367008637514;0.0008305526182413869;0.0035033370207917802;0.003846720068267473;0.05335022935204692;0.015514949722859162;0.010354119556859831;0.03683989789868258;0.05256672491866232;0.015887707292876696;0.011941865659489403;0.093840488845358;0.09588833887621728;0.01835577103905006;0.01752024254187634;0.164696415059155;0.10669969741242569;0.015534500393117323;0.014332480287426286;0.10955854813048804;0.006130939758390422;0.0034871821114692836;0.0028969615671329274;0.014429144848663075 +85;0.011024046598879567;0.002404705231483173;0.0213198170668506;0.021158947173671394;0.007480691700418041;0.02090232585930113;0.012599948723900772;0.02078500674261302;0.020686909444303514;0.006913986175438841;0.011164857786129856;0.012818775024355467;0.013766834603238354;0.019221963468181558;0.02949767071717374;0.02851020855038422;0.02315179169873216;0.03757667827381228;0.021179567179303527;0.022580029950418246;0.030549862376832326;0.034017462185641834;0.02143808523705021;0.0094845207487263;0.04284148547388522;0.021803441867445317;0.007748720192262165;0.006888875909266984;0.01776735387978412;0.010648232431385352;0.004092737956821496;0.012733952872902715;0.009715811977627553;0.010793168898813266;0.012538797312823535;0.005855859539822261;0.0038693687590102555;0.00401766240178647;0.020682270675863257;0.002763956451456738;0.0014067029525329372;0.00023847463789254675;0.003468100862573209;0.0025045248132282427;0.0018031289201147216;0.0007353984312575695;0.0036710809754310902;0.0038469762511907923;0.03691196220153026;0.01586573544689296;0.010415504903542927;0.037531718476846;0.04037782860293859;0.01605935933319369;0.011791792005616086;0.05353646416432456;0.06306530912830288;0.018503792032484423;0.01802662468059646;0.09998552742884326;0.06189574134197717;0.01585012593264623;0.014480987481221064;0.07264938065773008;0.00666336279358784;0.0036909902984481047;0.003024590794795917;0.01193411134293465 +86;0.011227374618734132;0.0026708842992030357;0.021894344419324585;0.0205159583335619;0.007450290534377235;0.02116465163586087;0.012663920483379248;0.020955389905000177;0.02092536484502938;0.006941111537923622;0.011260645874854758;0.012935024192946537;0.013817920675904483;0.019447235159330667;0.03131051370189253;0.030124107010137124;0.024440178555018788;0.03889911187303108;0.022051439492173808;0.023382312976158393;0.031684158499225346;0.03526986742452498;0.022283559316165047;0.009513650812098873;0.04434988886014568;0.022462089499214688;0.008076700810070697;0.007273151985528248;0.01844361604185485;0.011068937289292036;0.004350880339569901;0.013776358721406395;0.010446643488773166;0.011682642226756412;0.01360871235354677;0.0062504245291849225;0.0038622347177617866;0.004265828315283715;0.02277066220084789;0.0029446787735959434;0.001428467343472746;3.810704557712097e-05;0.0035957225742182797;0.002533025578867587;0.0018183446079454157;0.0006343997064488655;0.0038534545341850635;0.0038479183027914643;0.029039644028855283;0.016260496173883143;0.010484585544660807;0.03551735853782545;0.03400106725469065;0.016252529789700043;0.011622905121420946;0.03632367295124106;0.047854758345934556;0.01867036901682395;0.018596487867827083;0.07116633121690619;0.04248525883179344;0.01620531869112707;0.014648111634303573;0.055133091489378616;0.006434463583396194;0.003920348930703893;0.0031682200595745114;0.010301025173797579 +87;0.01142514441191922;0.0031183638840956984;0.022205683075143035;0.01941760742139087;0.007423566194614262;0.021395292045841174;0.012720927312840358;0.021105186165645773;0.02113501581525168;0.006964958327379173;0.011344860509949428;0.013037228262611195;0.013873552379323528;0.019638921609607785;0.033130169772950024;0.031752824918675704;0.025745148786093797;0.04008306549611518;0.022878384891288794;0.024118484467635815;0.03271774555825602;0.036409668603445744;0.02307859484330904;0.009544641038186197;0.04569426327737691;0.02304585541761639;0.00841101203344674;0.007706238203107341;0.019081046357791898;0.011485189504193194;0.004629676881181044;0.014913765378892385;0.011230686051545036;0.012637715865139454;0.01475271681556195;0.006678581975318759;0.00387538621413247;0.004534766120097344;0.02500936702491874;0.003145682610449778;0.0014574624592931865;-0.00017308915701444438;0.0037400483521168593;0.0025672519412420214;0.0018404712317907773;0.0005272129464402447;0.004052048646870088;0.003849731272288326;0.02479895429704726;0.016709178391623114;0.010563100640023415;0.033912163926300365;0.030448167136424287;0.01647208309216719;0.011430957524810825;0.02750328203838448;0.03977143319415566;0.018859696166868334;0.019244194545842808;0.05611028626870973;0.032470989302933795;0.016609027248389863;0.014838061182558038;0.04572963176689626;0.00620371649020468;0.004181045292003346;0.003331471554089971;0.009324563100457567 +88;0.01160813830373153;0.003741738285692686;0.022219214644256913;0.017876865935718245;0.007399878067035459;0.02159969525120975;0.012772141942424514;0.021237947494231413;0.021320819130876523;0.006986094133485776;0.011419497924941874;0.01312780885055359;0.013933291646136936;0.01980198447370468;0.034937342179652164;0.03338090213893574;0.02705529205477164;0.041097885031175396;0.02364647609874626;0.02477235529969507;0.033626781897456715;0.03741034767763962;0.023808748475326436;0.009577668006548246;0.04683882716121612;0.023538642934613607;0.00874953496053607;0.008191245609174613;0.0196682853192941;0.011892572837277404;0.0049308125771594935;0.016156113012454898;0.012071095214924776;0.013662407590958936;0.015974223966090828;0.007143473030879366;0.003914840671406766;0.004826364051587428;0.027406383965313863;0.0033698254738823707;0.0014954379846341542;-0.00038868825741206203;0.0039038327958817176;0.0026084090390190162;0.0018712734386435587;0.00041344378071532517;0.004268553089647409;0.0038526533236719063;0.022132744413845606;0.017224382303835162;0.010653298935527578;0.03268504116196547;0.02816112824975492;0.01672445776422804;0.011210429715276637;0.022138514408170273;0.034726859143952016;0.01907690126130457;0.01998787384703493;0.046822412489194276;0.02635132883235114;0.017072629936295325;0.015056345087419709;0.03982014114535937;0.0060155654421638755;0.004480682293450708;0.003519050988670225;0.008671595749291716 +89;0.011768178513388516;0.004516115916710084;0.021930211648692244;0.015954482004701287;0.00737867936253922;0.021782640620972238;0.012818467316127069;0.02135676797776692;0.02148711593872804;0.007005009920704602;0.01148629808260146;0.013208878375321198;0.013996813001377229;0.019940325835066164;0.03671067857418464;0.03499106184116285;0.028357793525381814;0.04190947329487671;0.02433975319672721;0.02532575487771782;0.034384558143909394;0.0382422167428319;0.024457575845921675;0.009612983670884034;0.04774383542241889;0.023922643568036195;0.009089544706998687;0.008730871898053716;0.020192392869199716;0.012285814875339085;0.005255993674385451;0.017514456684543156;0.012970809095799785;0.014760598265728064;0.017276173921404514;0.007648432920943082;0.003988122915330877;0.0051425922295775806;0.029969532406139754;0.003620395754553682;0.0015445271071301142;-0.0006125579827722105;0.004090266939488413;0.002657936740361133;0.0019129177054961477;0.0002929446235657579;0.0045047619916105675;0.003856979872089328;0.02050883658238889;0.017885516481384478;0.010759388505763967;0.0330166393389042;0.027265531556303957;0.01698868526000097;0.010956017971490928;0.01897500459656265;0.03220522319572394;0.01939653855770973;0.02095578014442312;0.04204535375498275;0.022767465155964395;0.017658466569761888;0.015298222246384663;0.0371236048971888;0.005967159216481943;0.0048026387340062565;0.003733038832570812;0.008333547586246354 +90;0.011899702851800531;0.005401323476651898;0.021366045455000315;0.013750257445914738;0.007359588459300792;0.021947389013526608;0.012860633229486607;0.021463770859173448;0.021636872102254123;0.007022044566365043;0.011546454414574608;0.013281884782619602;0.014063926548112449;0.020056834583020544;0.038416670054386426;0.03655583918348848;0.029631970972066157;0.04247992895316588;0.02493997355872979;0.025758300537412793;0.034961198363122614;0.03887208419613719;0.02500639116662723;0.00965083193937033;0.04836516995084528;0.024178119560379963;0.009427547634584171;0.009326941506479614;0.020638645403034506;0.012658617806091566;0.005606715559772296;0.019000173887031346;0.013931681750100233;0.01593494265974016;0.018659568809784144;0.008196674508095997;0.004104705233941658;0.005485305342372654;0.032703445822202304;0.0039010971954071133;0.0016073570782310712;-0.0008419492715968091;0.004303043635918519;0.002717568427578587;0.001968087397631213;0.00016588361751705694;0.004762468774166945;0.003863079376545231;0.0197921326211552;0.018742980385645147;0.010876921229065806;0.035990576846309796;0.028123533251271704;0.017206852520167182;0.010685212551040824;0.017617000950540973;0.032370481337239854;0.01989707699904608;0.022238949473063485;0.04183512717666371;0.02132170280938217;0.018399429938372514;0.015532179043326488;0.03809170200395373;0.0061508778250047025;0.005089333216761416;0.003954619318706359;0.008369605596502738 +91;0.012000497939310906;0.006350309939768595;0.02057853638132834;0.011382303274962147;0.007342292778638071;0.022096637329205804;0.012899229678281277;0.02156070782723407;0.021772539120655632;0.007037476944079218;0.011600951688304995;0.013348023194099667;0.014134437656948329;0.02015415166760448;0.04002242138030321;0.03804803646047339;0.030857281703169703;0.04277328736467245;0.025429297653385363;0.026050432917842703;0.035328141759112364;0.03926823598560625;0.025437021486383105;0.00969155262064525;0.048661041735993504;0.024286403761269892;0.009759768508380007;0.009980303640101329;0.020992694153460667;0.013004545010858848;0.0059839169500925105;0.020623790216312277;0.01495332357001622;0.0171854539421864;0.020121631106369497;0.008790806113800287;0.0042766070400343525;0.0058559364293844784;0.03560600814856274;0.004215963235922313;0.0016871801329378794;-0.0010733925976000452;0.004546382911497476;0.002789394958892466;0.0020401255141662272;3.46750809851748e-05;0.005043278194043488;0.0038714135351320955;0.01926060305682986;0.019645337903617;0.011000158690733453;0.03841826775256785;0.028845227338490265;0.017434296438780583;0.01040178369427891;0.01655899430254726;0.032553092135650497;0.020424765460803407;0.023590278201033543;0.04173300899694632;0.020205461421779924;0.019178753969357754;0.015776919613635032;0.03892922817724176;0.006311521784925722;0.005389127761280282;0.004187020484448439;0.008418381904223393 +92;0.012071465169946505;0.007317751138048445;0.019631289801869456;0.008964498957992673;0.0073265315611805715;0.02223265151825249;0.012934713388306651;0.021649048070575994;0.02189617591897608;0.007051540532872158;0.011650615990190127;0.013408296355448102;0.01420824844060059;0.020234233927354517;0.04148122870224358;0.03942866064001682;0.032003978108255726;0.042753849855590054;0.0257893379904916;0.026182480232528338;0.03545677292423466;0.03939892087658736;0.025730872102362135;0.009735496104749108;0.0485900585415554;0.024229060172226147;0.01008187554106832;0.010690514387966366;0.02123983359817222;0.01331663920269921;0.006387409417801054;0.022392917681161972;0.016031308522850563;0.01850732728282073;0.021653047725914365;0.009432009232682448;0.004519120850614761;0.006254975732764678;0.03866306130917274;0.004569117180156207;0.0017880083003406488;-0.001301485655245932;0.004824963176883829;0.0028759259911308455;0.0021331961220162343;-0.0001039932569601304;0.005348262200609077;0.0038825636220213844;0.018844255468427384;0.020581137466259447;0.011128652919791149;0.04032666142402863;0.02940057553062747;0.01767412951754288;0.010105715790076797;0.015675896215045615;0.032658758723244086;0.02096954684549379;0.02499054397945888;0.04156118305518253;0.01927599478953046;0.01998761574556651;0.016033312438448633;0.039540164150142054;0.00644593463628873;0.0057040192518668376;0.004429720321264513;0.008464351155062388 +93;0.012115740141688702;0.008266295713586058;0.018587439074011947;0.0065900950876527364;0.007312104854178825;0.022357151474337977;0.012967480284216015;0.02172990955384324;0.022009346176825206;0.007064413465136088;0.011696075811149731;0.013463466936295965;0.014285292971438268;0.020298734751254488;0.04274585077654158;0.0406579189148093;0.033041542351416875;0.04238858321785255;0.02600226148958329;0.026135924806847344;0.03532029610860765;0.039234432997547364;0.02587006517335122;0.009783112190400067;0.048114025085605805;0.02398913166755512;0.010389135397362859;0.011455542127854379;0.021365892248494445;0.013587759968692936;0.006814971084521337;0.02430880200495561;0.017154463387171914;0.01988765404761006;0.023233900814224606;0.010118696563927082;0.004851424657716874;0.006681122643873216;0.04184058346639197;0.004964262198572225;0.0019146891648382097;-0.0015180078514024503;0.005143654112299556;0.002980113462785927;0.002252407491648234;-0.0002419934123473605;0.005677369720151371;0.0038972606272530963;0.018515737988863856;0.02155236804706151;0.01126273783841003;0.04183918565527711;0.029828900045769657;0.01792733446099537;0.009796168559702556;0.014925202469939558;0.03270508118494875;0.021532162827018864;0.02644274328448648;0.041334552889028764;0.01848796623935889;0.020827779389290813;0.016302189100594555;0.03997750562676794;0.006560499829422528;0.0060352168832704944;0.004683474326034415;0.008508319434660516 +94;0.012137650640054676;0.009169553749527104;0.017501511759783872;0.0043260626835816;0.007298850288456393;0.022471533147213008;0.01299786183489926;0.021804199780016242;0.022113319082940452;0.007076240346548968;0.01173784128815325;0.013514153981046884;0.014365535303610566;0.020349028230112143;0.04376014776614556;0.041688104035665696;0.03393311816774913;0.04164974888852235;0.02605201538184687;0.025894800667519258;0.034895790418809525;0.03874939675973155;0.025838702614675135;0.009834946460089644;0.047201009385587245;0.023552516338631202;0.010676626741387474;0.012271607995067824;0.02135822619545369;0.013810989790726369;0.007262318633260101;0.02636682700492876;0.01830511244175942;0.021305872496760914;0.02483431344575826;0.010846509315539543;0.005295782178535852;0.007131236351036518;0.04508658914230679;0.005404664523689012;0.0020726899750413003;-0.0017126149946021518;0.00550722176214935;0.003105091227110196;0.002403523169495908;-0.00037938264460998794;0.00602928307076217;0.003916316117002883;0.018256364749730913;0.02256088052137173;0.011402647891477158;0.04304013421837227;0.030157021256359107;0.018194785908699718;0.00947290567980641;0.01427767130412172;0.03270395474119314;0.022112990997462;0.027949877454432004;0.041062987196378575;0.017810199878932842;0.02170083405115797;0.016584243236921425;0.04027729502644406;0.006659604853744672;0.006384073747128655;0.0049490983402416255;0.008550863295890637 +95;0.01214179061848375;0.010011791389376135;0.01641562790603468;0.002224808849408011;0.007286629119840515;0.02257699606654162;0.013026115601098232;0.02187269747709364;0.022209184892776623;0.007087145091225988;0.011776350235261135;0.013560888853554387;0.014448962612901128;0.020386279323477807;0.044464687199518904;0.04246818307503286;0.03463898617467631;0.040517097411460035;0.025925393542025277;0.025446878564715947;0.03416594356606151;0.037924692796237336;0.02562395674164708;0.009891636714023044;0.045827895502072336;0.022909109977775177;0.010939453006785116;0.013133100646055995;0.021206579594836072;0.013980009164132445;0.007720041104321007;0.02854306325721573;0.019449870260712765;0.02272230419429061;0.026400495764497545;0.0116035575064104;0.005878759738169759;0.007597422560049694;0.048302798481604126;0.005890977122743529;0.0022681533479254334;-0.001869064900639053;0.005919247106441622;0.0032542464882310274;0.0025932180312696756;-0.0005091464048193328;0.006399451457707844;0.003940724159395614;0.018052856669394046;0.023606746525548727;0.011548595536489348;0.04398950535024393;0.030403985806906286;0.018477450583316957;0.009135184256881645;0.013712406511481978;0.03266373698096836;0.022711674098918166;0.029511623943707654;0.04075326011893443;0.01722041831387222;0.02260703329049596;0.016880144873000713;0.04046504053789124;0.006746393655052724;0.0067514352553723345;0.005226946230590335;0.008592413472686106 +96;0.012132268885598485;0.01078418840351758;0.015357779843259589;0.00028502777008165836;0.007275326151068573;0.022674535257978023;0.013052485731348706;0.02193604876185362;0.022297848036980095;0.007097230536016325;0.01181196590266731;0.013604112409652869;0.014535625169412647;0.020411322819419597;0.04480031509089166;0.042946733106268065;0.035118770275360034;0.03897988907634553;0.025613084237144146;0.0247847821424253;0.03312067421507625;0.03674925788808736;0.025217128523358667;0.00995398570731798;0.04398272559442029;0.02205384864340132;0.011172994386591806;0.014032616604853387;0.020903921957732385;0.014089496899189424;0.008173929761551235;0.030795501702041206;0.02054163265334291;0.024080736568062755;0.027858510785976898;0.012370790631097361;0.006628109104482971;0.008067222934191043;0.05135243139568724;0.006420932843716323;0.0025070774350235553;-0.0019674186817105893;0.006381203519170514;0.003430473433982839;0.0028280857119014347;-0.0006238272648919629;0.006779958361750216;0.003971453245979195;0.017895496664880994;0.024689656225256984;0.01170075176734342;0.04473120107770612;0.03058370497438956;0.01877631107597555;0.008782268797244086;0.013214020716643349;0.03259046078112604;0.023327507324466534;0.031127146961812846;0.04041013452098374;0.016702217198296454;0.023546299931527903;0.017190522617210435;0.040559302737394054;0.00682318649607927;0.007138148368105751;0.005517334039446348;0.008633302900585449 +97;0.012105096838394114;0.011480628695833661;0.01433782484645707;-0.0014950408605008958;0.007264844897197531;0.022764983651063664;0.013077162167875855;0.02199479457007647;0.022380065633118895;0.007106582789171922;0.011844992403249155;0.013644193727789466;0.014625522783000666;0.020425090158030512;0.04471240554199929;0.043075470160574225;0.03533411437846401;0.03703845461251487;0.025110564530866908;0.0239068829183412;0.03175841835031201;0.0352215093517626;0.0246145349123017;0.01002299404355289;0.04166649767172803;0.020987502982220296;0.011373176265084772;0.014961151182725396;0.020447153491782943;0.014135511399540224;0.00860194859602137;0.0330491289690481;0.021511483486970295;0.02529826813723668;0.029102722365514144;0.013116984767377105;0.007570109418471083;0.008520578493162762;0.054036043275862755;0.006986215405389781;0.0027943665872389306;-0.0019820549065078796;0.006890208746451326;0.0036356167798430317;0.0031138567447148574;-0.0007125016910442539;0.007157262462029773;0.004009412605332774;0.017777283640485142;0.025809898245166885;0.011859254714631784;0.04529676468484345;0.030706143678120412;0.019092339641451295;0.00841395107566889;0.012771048538023466;0.032488311495208366;0.023959806854856103;0.03279684630167767;0.04003662641212502;0.016243421970799865;0.024518981841846976;0.01751599297376205;0.04057325524902278;0.006891680687739793;0.007545427196276072;0.005820826886983238;0.008673801058901726 +98;0.012557784061500765;0.012532480664466772;0.01397016834605136;-0.0035480425997552745;0.007255103266269325;0.022849050373906277;0.013100309166663826;0.02204939536929862;0.02245648224374841;0.007115275137170196;0.011875688610672952;0.013681446988884405;0.014718766648768533;0.020428068395599075;0.044155485481209844;0.04281316242973521;0.03525169494531488;0.03470503066833541;0.024418705836999677;0.02281782843199953;0.030086867369759296;0.03335015832344934;0.023818088027287354;0.010099927207425141;0.038894111283017674;0.019717087456808224;0.011536723671806748;0.015908442792235855;0.01983757013375942;0.014115802733091709;0.008974641960607765;0.03519439141378755;0.022271723661914322;0.026268830865330828;0.030001619137536295;0.013798760153066247;0.008722599011999815;0.008929918714129403;0.05610150632191058;0.007570945154282152;0.0031320195820220276;-0.0018845669930396963;0.007437003464552033;0.0038692381614235938;0.0034534425997083534;-0.0007622828661619507;0.007511887626924479;0.0040551430894762985;0.017692615872785256;0.026966549934394513;0.012024174850991498;0.04571165738948446;0.03077930617371316;0.019426516831829943;0.008029957326374682;0.012374500086905105;0.03236063400098477;0.024607202464083766;0.034519056844069196;0.039635151584039185;0.015834440769446623;0.025524468552900137;0.017857084070713958;0.04051745016977515;0.006953252379882174;0.007974239547049122;0.006137731055645468;0.008714129469911847 +99;0.013673953703882802;0.014110913120342183;0.014488533819809302;-0.0061558006524568;0.007246032705523209;0.022927326288496808;0.013122086724947968;0.02210023502975844;0.02252763499822319;0.007123368712658729;0.011904270337533551;0.013716134095581034;0.014815425315092834;0.0204208397830421;0.04309928079117875;0.04213083481425772;0.03484727994981396;0.03200368380614327;0.023543982552083453;0.02152859615574454;0.028123003839484517;0.031154241377872482;0.022835459175849393;0.010186416789772612;0.035694246806075025;0.018255789679546774;0.011661368933797822;0.016863446709866226;0.01908100315810035;0.01403000908440899;0.009256642647658408;0.037088337854747744;0.02272229284889682;0.026870636378540924;0.03040876888077615;0.014362034735058649;0.010086314570974919;0.009261231993658747;0.05726293711435493;0.008150292417919092;0.0035169907440626424;-0.0016477211978367934;0.00800402536204392;0.004127393067306417;0.0038446930963203785;-0.000759367804896785;0.007818827116731458;0.004108506822801283;0.017637232257702973;0.028157720972388223;0.012195489221372147;0.045995128587994705;0.030809235456084938;0.019779781645007155;0.007630162463664991;0.012017364558501109;0.0322098860697424;0.025267647414298988;0.03629060459255018;0.039207354203508515;0.015467808709214381;0.026561347626389287;0.018214195620051;0.040399795348468936;0.007008962569742566;0.008425418934616846;0.0064681825524380565;0.008754474604930895 +100;0.014670754054127655;0.015534575872156009;0.014949191457733213;-0.008521780851384109;0.007237574930956114;0.02300031376940659;0.013142607904819636;0.022147639935609198;0.02259398058485307;0.007130915489429568;0.011930921065190225;0.01374847771623705;0.014915585663049125;0.020403881672232838;0.0415336180373409;0.041016085552457726;0.03410915242013324;0.02896926500817809;0.022498229821155902;0.020056031902471627;0.025892379113367725;0.02866230934166758;0.021679777735030603;0.01028461648236545;0.03210811421038362;0.01662239281147193;0.011745984223093697;0.017814890079389134;0.018187592836682365;0.0138797056232427;0.009411627308717363;0.03856978448708326;0.022767008422046153;0.026985606064492296;0.030188175508962467;0.014748752535527265;0.011635560594756261;0.009478444075945891;0.057247909465578006;0.008691464867829804;0.003939210678834612;-0.0012517517133445177;0.00856506800972831;0.0044016930650921104;0.004278204949661468;-0.0006916858100362022;0.008050351226728258;0.00416836853000363;0.01760812520354027;0.029380413813610007;0.012373050936066776;0.046160812856346656;0.030800143250049317;0.020152984144769848;0.007214713217741586;0.011694225343324982;0.03203757239967864;0.02593829898248967;0.038106629223700894;0.03875376984679546;0.015137815742842786;0.027627275899155368;0.0185875458690814;0.04022560340419168;0.0070596029453944276;0.008899642221360193;0.0068121235867203145;0.008795008787081449 +101;0.015539626765718184;0.01680150080285403;0.015333332438071334;-0.010659543745478506;0.007229679451446369;0.023068448701920596;0.013161986336945097;0.022191893165382726;0.02265591521471433;0.007137960528798115;0.011955799939916356;0.01377867099458302;0.01501940592570894;0.02037742434277845;0.03947073334101847;0.03947532406234511;0.033039991095176635;0.025645488257498572;0.021297966824428527;0.01842191231718504;0.023427695731609077;0.02591084414286393;0.020368887615642373;0.010397390480166413;0.028187183635266733;0.014840243616539461;0.01179062172418649;0.018751844991926614;0.017171212831509353;0.013668296401755542;0.009411543325680227;0.03949426706831338;0.022340882075337132;0.026532425076679744;0.02925520912532642;0.014910565908112128;0.013315116109533925;0.009552094640874642;0.05587597396398403;0.00915909429735895;0.004381518621279237;-0.0006950685135109352;0.009088655606171725;0.004679686810653894;0.004736965899686141;-0.0005530196840872331;0.008182185881981774;0.004232455939535862;0.01760245009281669;0.030630140499674274;0.012556546461514495;0.04622161409041148;0.030756053157425578;0.02054682324330326;0.006784093818646975;0.011400447247713608;0.03184528499045114;0.026615290760978016;0.03995998868979589;0.038275420648540504;0.014839494836423661;0.028718656729957548;0.01897709288177052;0.040000095344137065;0.0071059038133564345;0.009397321743705667;0.007169211209380577;0.008835873274332107 +102;0.01628948976042699;0.01792292994289746;0.015646086171333673;-0.012584217861641545;0.007222303094436555;0.02313210373493657;0.013180327192719776;0.02223323673869626;0.022713777621144793;0.007144542357648664;0.011979043024278546;0.013806879058715471;0.01512701995883603;0.020341753090952097;0.036945999104875726;0.037534691910382945;0.031657755360992246;0.02208236759231741;0.01996337201817655;0.016651648059914703;0.02076686984541465;0.022942099272967642;0.018924255445459948;0.01052875581780155;0.02399017313406815;0.012935892246394687;0.01179645905550597;0.01966425480948869;0.016048618371571677;0.01340076513471472;0.009244152039757647;0.0397673762979015;0.021429959519415842;0.02549093322066076;0.027604459661503378;0.014820894939813978;0.01504339384474676;0.009466833921546791;0.0531147618741068;0.009521849047005176;0.004821328501409941;8.125471309419763e-06;0.009543256904264524;0.004946503855801199;0.0051979076040173655;-0.0003454842663634522;0.008199273292866127;0.004297615428168977;0.017618494618325986;0.031900647754203204;0.012745450596063357;0.04618534037315958;0.030679295749455937;0.020961769060843682;0.006339290404028253;0.01113253123697655;0.031633620969022225;0.027293548894725017;0.04184086346455462;0.03777194185752197;0.014569188239358377;0.029830398521534685;0.01938245040362685;0.039725980135495886;0.007148369910298186;0.00991853270208165;0.007538755469878755;0.008877215216739509 +103;0.016926503012664518;0.018906398055761775;0.015891082895595043;-0.014305080962143668;0.007215408968107406;0.02319159727363329;0.01319770922312069;0.022271877451055522;0.022767857232170674;0.007150693896371463;0.012000766577723976;0.013833243002912166;0.015238564607249483;0.020297125201751753;0.03401531595138585;0.03523815507080408;0.029994387751343998;0.018332307258153824;0.018515912645019506;0.014772746557473182;0.017950874140470363;0.019800325564724552;0.017368532080225818;0.010684405782675488;0.01958026171727756;0.01093787520236189;0.011764922330776584;0.020540918237697547;0.014837533433370798;0.01308284061401932;0.008918473045574415;0.03937545398664266;0.020082721957421;0.02391660045518962;0.02532345425676319;0.014484764518938209;0.016728337950172645;0.009227345536987785;0.04911096581644392;0.0097606513410253;0.005235268420888339;0.000814183803345761;0.00990486544881744;0.005188004384128003;0.005636528574906374;-8.042896208294847e-05;0.008100845856141015;0.004360394531998268;0.01765454135236144;0.03318397736775047;0.012939001883204515;0.04605981058530517;0.030572251174939336;0.02139799696422462;0.005882157484050632;0.010887385888851187;0.03140335706043129;0.027966792908676874;0.04373690050554102;0.03724350225171502;0.014323602059069351;0.030955948047855175;0.019802839698468633;0.03940619232844078;0.0071874847221024;0.010463051951963953;0.00791974527196454;0.008919159411800659 +104;0.017458752273048384;0.0197624800230074;0.01607278001979484;-0.015840642935919913;0.007208965647161891;0.023247200525996936;0.013214208203363165;0.02230799144732365;0.022818400574767694;0.007156443186426331;0.012021069627922043;0.013857883008487948;0.015354252936967683;0.020243573682294458;0.03075002517661063;0.03264343637411016;0.028092818283003584;0.01491800123332343;0.0173410496752352;0.01294903373913947;0.015197641338824841;0.017031672271166087;0.016095082162935315;0.010927097059626134;0.01519068320855177;0.008941329145958354;0.011885411532915835;0.021939174889939073;0.013846934209049477;0.012859056798420698;0.008463865725331865;0.038392522862140455;0.018403039496594276;0.021932673328689756;0.02257952681735831;0.013939234429721614;0.018289980877248424;0.008858292419988534;0.044169239233381896;0.00987366670103973;0.005604874955910971;0.0016812490676336306;0.010162998242194188;0.00539420005307778;0.006032845590537461;0.0002273062628278255;0.007901287612076702;0.004417841448613402;0.017709420295734413;0.0344680561163766;0.013136020350542399;0.04585039004806313;0.030436483797866343;0.0218551486128864;0.005414736764957739;0.010662530590636488;0.031154798961416708;0.02862628006222323;0.04562933409834846;0.036689634960332285;0.014100127894602021;0.032085301684140255;0.020236730800474723;0.039042460868914164;0.007223623573696825;0.011029522442223189;0.008310199952016095;0.008961832952919524 +105;0.017891157519268397;0.020497306770264734;0.016194016016081947;-0.017199004325777922;0.007202946538752808;0.023299142985578336;0.013229892788675979;0.022341727781004073;0.02286561625811334;0.007161813956689744;0.012040035971853269;0.013880900772479277;0.015474292580176074;0.020181148758997125;0.027230308904463207;0.02981657490426004;0.026002857023317283;0.013382806771261802;0.017674518290053842;0.011716287035220763;0.013221426234405698;0.01630345589318072;0.016356163881302677;0.011424818994639208;0.011589614895892275;0.007263347907524809;0.012808995059798045;0.02580334982846011;0.014062143517171721;0.013187306654881437;0.007919443917531854;0.03694626646464594;0.01651539992279516;0.01968853355352307;0.019564753730750395;0.013238803707088576;0.019670983590860558;0.008394873060551866;0.03865003886322271;0.009872877474555647;0.005918700646469335;0.00255574816921518;0.01031969634568991;0.005560192914611045;0.006373866615962648;0.0005521358082166278;0.007623921910745957;0.0044679806181590065;0.017782382695950005;0.035737725024936884;0.0133348993504816;0.04556052267161537;0.03027291042449165;0.02233221733395263;0.004940180616702428;0.010455961468706088;0.03088785449040654;0.029261246029324006;0.047494819956317214;0.036109299435336695;0.013896687000709784;0.03320579510308441;0.020681820432321585;0.038635524426615886;0.007257083712443463;0.011615800824885475;0.008707452133480398;0.009005368655991552 +106;0.018228678286694944;0.021117274087372184;0.016257541460392044;-0.018390209511174205;0.007197329397738872;0.023347616620528422;0.013244826336181736;0.02237321113405788;0.022909678781129705;0.007166826056296538;0.012057735704933958;0.013902381363471161;0.015598892363907102;0.02010990055594275;0.02353835588180564;0.0268261800813816;0.023776788859056985;0.011898110498282266;0.01818498265648283;0.01063571781918582;0.011469818530401632;0.01570307310528185;0.016784382390906627;0.0120131654185478;0.008326687391885246;0.005737116355416849;0.013887325630607628;0.030177074211240607;0.01441111601297318;0.013556746859442081;0.007326181627986483;0.035188402653908546;0.014542116882558132;0.017332065694200094;0.016462755193312195;0.012443694035121855;0.02084542322364913;0.007875383206463249;0.032905086416893825;0.009780034380720365;0.006173661163656655;0.003398905687547929;0.010387456681539398;0.0056863874455646;0.006655223406064337;0.0008796471044229814;0.0072957396165048705;0.004510009159011341;0.01787254802355731;0.03697600054467354;0.013533691400527958;0.04519432379299615;0.03008271935968665;0.022827579422048716;0.004463678289414741;0.010265804305937376;0.030602745373783158;0.029859676395369572;0.04930742760478424;0.03550219335875626;0.013711283995068158;0.03430314567443826;0.021135168821719175;0.03818671166226428;0.007288165996236912;0.012219346832031075;0.009108457783350732;0.009049879015527895 +107;0.018476170543155535;0.021628657100344673;0.01626607564291438;-0.01942414979081697;0.007192095970204149;0.02339277895306613;0.013259061054021304;0.022402543816515075;0.022950731331556007;0.007171495772888503;0.012074226345201389;0.01392239458596356;0.01572830040847817;0.020029781934771007;0.019752573658947448;0.023738427621570857;0.021465470128645414;0.010199680432382952;0.0186708791456055;0.009632719892307628;0.009844029493330186;0.01494707800066064;0.017172047422683856;0.012661131822002791;0.005297200634764243;0.004320547250472595;0.015015822053421779;0.0347225841847959;0.014731276629048495;0.0138992485711813;0.00671897133984678;0.033260156196973534;0.01258182367728855;0.014983331694104707;0.013417784088932239;0.011607294083130493;0.02181308326363296;0.007333392620895607;0.027216103482481158;0.009619743070744757;0.006372887689137019;0.0041841679662417;0.010383735809317896;0.005776750108711759;0.006879169938406232;0.001195596301588192;0.006941439169405927;0.00454408039119808;0.017979645669632394;0.03815738556927206;0.01372952352138701;0.04475308207673967;0.029866110754183994;0.023338166948282835;0.0039901929038130834;0.010090665302233237;0.0302989735692043;0.030404637522475353;0.05102810524242263;0.034866766567859475;0.013542499242661599;0.03535586087808751;0.021592054046033704;0.03769570865103189;0.007317076793156102;0.012834834734370804;0.009507991848186487;0.00909550132147341 +108;0.018636423180584893;0.02203507247752534;0.01622110224928408;-0.020306057795600352;0.007187231752160961;0.023434755143694308;0.013272644247568632;0.022429807119850986;0.022988887680399972;0.007175836048025186;0.012089553594198554;0.013940995903814146;0.01586281851608007;0.019940618762747997;0.015945936285976625;0.02061552357674823;0.019117243170737375;0.008266804764120561;0.019109436653785172;0.0086994794458366;0.008331425930780068;0.014008321498362397;0.017494260722045185;0.013384136967749094;0.0024719315900156857;0.003002698576697771;0.01617470499452045;0.0393465836598631;0.01500357980974365;0.014217985493142793;0.006123470845618317;0.03127461344690663;0.010702891758226918;0.012726219190431709;0.01052691009890605;0.010770476441840038;0.022590708887547828;0.006794318957657308;0.021777098977471043;0.009414779070412382;0.006523130719558207;0.004897585517117498;0.010326620353597438;0.005836992088415399;0.0070519791864471215;0.0014914069556566378;0.006580493365451301;0.004570953262451327;0.018103472981098268;0.039255824647626;0.013919216113662092;0.04423776076243491;0.02962318692034782;0.0238600930841657;0.0035279106099588287;0.009929311988340128;0.029976014510063376;0.030878819349412057;0.05261731555781224;0.03420150759444329;0.013389069363350714;0.036341830880759485;0.022047093876051305;0.037162090296979144;0.007344007369187944;0.01345674438151967;0.009900684656457936;0.009142371971968322 +109;0.01871366691116072;0.022342028532676972;0.01612499300383774;-0.021044831692857868;0.00718272585741242;0.023473639132883695;0.013285619964339523;0.022455062058297615;0.02302423321966829;0.007179856595162071;0.012103751753745173;0.013958226946048424;0.016002756338403867;0.019842239413009333;0.01266854274054241;0.018123401186690202;0.017358854397990786;0.006103069507219283;0.019472272260456225;0.007829273604679221;0.006921020332153915;0.012865445468096981;0.0177210910744946;0.014196894477642052;-0.00011419097190401573;0.001773883184437941;0.017336106056502265;0.043930569399328045;0.015204927493229992;0.014515195116544977;0.005556181916992142;0.029312249888988395;0.008946067919797684;0.01061133345930998;0.007846517862926894;0.00996087512839594;0.023203323602813353;0.006275117571221789;0.01670414736844994;0.009183724525090337;0.0066324807330764846;0.005534932846275847;0.010232158741697361;0.005873140018911982;0.007181576030331399;0.0017627667101221822;0.006226516897649248;0.004591660597434433;0.01824380811929127;0.04023713063473999;0.014098590872300365;0.04364961597814099;0.029354166966800932;0.024387610720922437;0.0030855129762679123;0.009780600116911842;0.029633510863526613;0.03126037059381592;0.054023178098420166;0.03350536031018958;0.013249801947815554;0.03723197054501748;0.022492870794920572;0.03658575168559053;0.007369142888444674;0.014076561874730886;0.010278946645169207;0.009190618118163074 +110;0.018709490328404854;0.022551715691749075;0.01597847670523722;-0.02164372807011139;0.007178570477334556;0.02350949845032213;0.01329802788983081;0.02247835247228558;0.023056829327176898;0.007183564388830999;0.012116845467596615;0.013974117622792659;0.016148433081780822;0.019734475857374645;0.009998391257305173;0.01626408689873604;0.016156589259710197;0.0037156277605117083;0.019722959529702155;0.007016501021103294;0.005603722835152869;0.011498722436022346;0.01781533063593499;0.015118889590051587;-0.002608763174207329;0.000607788464377701;0.018456189223612085;0.04828271519787697;0.015306418030029412;0.014792782493341927;0.0050255608579561906;0.02742288477750565;0.007326431002436351;0.008658008695381247;0.005388148566746853;0.009194214426731906;0.02367705077616783;0.005785220767201726;0.012030218706174711;0.008940251232838592;0.006708671090553758;0.006097330760021197;0.01011309460701848;0.0058905829624241735;0.007275717839437423;0.002007937060277021;0.005887794095370491;0.004607245367825252;0.018400831661450345;0.04106329237549389;0.014262808009974481;0.04298791657751355;0.029058566114728235;0.024913344849260888;0.0026738533439301104;0.009643672518435897;0.029270546970029843;0.03152550679939825;0.0551882862676345;0.032776234903778345;0.01312385029210228;0.03799378300680778;0.022920485772259802;0.03596535113706811;0.007392616684265774;0.014683986981606001;0.010633987570217385;0.009240393073095654 +111;0.018627254135999305;0.022668503091828884;0.015783448036896575;-0.022109748797931927;0.007174761654712591;0.02354236721318914;0.013309903884155538;0.022499700521783517;0.023086707016448882;0.007186962959738585;0.012128847201413162;0.01398868306124268;0.0163002279102038;0.01961703783260682;0.007571251195340745;0.014574528013085564;0.015064336271142453;0.0010974734427042776;0.019822435683267914;0.006256482626161186;0.0043719822607095615;0.009903398168237265;0.017738728756029887;0.016176490059276016;-0.00489389968494236;-0.00042113241655461486;0.019480420335488358;0.05217383853028845;0.015278044805264068;0.015052349102616658;0.004537881031865865;0.025666671795181006;0.005854759930381648;0.006881019281060663;0.003171217887578015;0.008483678558890095;0.024068097534202804;0.0053322533465428035;0.007796018670578553;0.008703190457541643;0.006764964533725243;0.006600563850931607;0.009985833574313152;0.005900514047200933;0.0073474893418855325;0.002227246323872889;0.005574657873660904;0.004620463235432859;0.01857486294604005;0.04169357196382495;0.014406506083346482;0.042251243167436225;0.02873566115490922;0.025428336906525795;0.0023054471193548753;0.00951780167877092;0.028886032103738524;0.031649477372759804;0.056051352755384976;0.032011759251084904;0.013010507991152442;0.03859228142594495;0.023319722887112482;0.03529914875057649;0.0074145455759148104;0.015266928611541608;0.010955929282704058;0.00929186106553892 +112;0.01846777863582494;0.022693718844524313;0.01554013756247885;-0.02244510545627021;0.007171300016204196;0.023572239848981047;0.013321280444753003;0.02251910261401513;0.023113861230257937;0.00719005173924725;0.012139754930772573;0.01400192080295315;0.01645858096689201;0.019489517750723828;0.005354217865626065;0.013031484931725457;0.014066866741857531;-0.001540547240484802;0.019733672248070544;0.005545324523746009;0.0032195551623328544;0.008095750026641202;0.017457186154486104;0.01740129765942644;-0.007039209008189662;-0.0014531585359564003;0.02034614269525503;0.055344953288166576;0.015092665217841139;0.015295224856593848;0.004192947498018074;0.02570061458272832;0.004595770396325083;0.005392142975047087;0.0011019796767928192;0.008063641025577273;0.02608558123175414;0.005049452822649014;0.004090978387329747;0.008984195300102332;0.007150009055469669;0.007547527751485733;0.010224046245514373;0.006272095067088368;0.007726475755224477;0.0023662156661946876;0.005595705127982242;0.004731900427167424;0.018766265844437413;0.042084559835329216;0.014523789368094064;0.04143815441167864;0.0283847189502191;0.025921839095886634;0.0019937179455957743;0.009402323408917779;0.02847890403788833;0.031606767013321324;0.05654733230550302;0.031209717436361917;0.012909127114622443;0.03899000235639094;0.02367893268193977;0.034585462189479;0.007435040740830956;0.015811148525000596;0.011233671418720503;0.009345188842426744 +113;0.018233518958221007;0.02263056239920047;0.015249917273489233;-0.022654899255063143;0.007168189969889993;0.02359907831553265;0.013332187555861297;0.022536534041093348;0.023138257388371275;0.007192826793950391;0.012149554765036763;0.014013813990073287;0.01662395847972975;0.019351491810761012;0.003320369563957204;0.011616324762780517;0.013152104892244942;-0.004308847550864359;0.01942830355535552;0.004879831962083636;0.0021414656122411557;0.006115565994695427;0.016947618311547008;0.01884132102946179;-0.009047391254461523;-0.0023907148836737058;0.020989720571491288;0.05753890579481935;0.014731315686685287;0.01552249675831574;0.003961795685380187;0.02686540996768727;0.0035606503811892454;0.004190877302169493;-0.0006555874899218939;0.00785541322873573;0.02909688679726352;0.004893286109323214;0.0009701065731124725;0.00959105362416851;0.007740502367139052;0.008756731937327095;0.010698231022886251;0.006863356779939156;0.008298514213598063;0.002456664654510443;0.005825730135439022;0.004902049346206472;0.018975519470159075;0.04219397509504308;0.014608656929470776;0.04054694120818336;0.02800489535228201;0.026381805422474258;0.0017525908977475968;0.009296658650556733;0.028048039664501534;0.03137359358807057;0.05661323250182315;0.030367887362387158;0.01281915272649492;0.03915021615966774;0.02398575551476112;0.03382249453377062;0.0074542010986465845;0.016301145280332885;0.011455704230462826;0.009400551545376001 +114;0.017924868379801895;0.022479888689468708;0.01491275428908767;-0.022740795603502284;0.007165440774684617;0.023622802718475944;0.013342651669083772;0.022551942910992828;0.023159822866491653;0.007195279862607373;0.01215821753109314;0.014024327217846966;0.016796843815608642;0.019202556379819047;0.001443398489165748;0.010313794813612276;0.012310177929834243;-0.00696490188084109;0.01889519053041;0.004257451192960837;0.001135027244572262;0.004027809328499554;0.01620628223055187;0.020558660473529056;-0.010925435710549936;-0.0032689065845066256;0.02135911236545196;0.05855384228080274;0.01418975414018886;0.015735026674169927;0.0037627490457858292;0.02787343341669657;0.002669822905112418;0.0031568918766762266;-0.002208432779845171;0.007675193882542564;0.0317986134964825;0.004758401529273426;-0.0016289272106970731;0.010132398477731008;0.008273855284827214;0.009845826619233278;0.01112826140781259;0.007390437390331961;0.008816715397009373;0.002546101283301516;0.006023852880650715;0.005053489954848056;0.019203489430294374;0.04198418092886369;0.014655440651495377;0.03957357522587879;0.027594531108243725;0.026795498324210687;0.0015954553360462143;0.009200441145546856;0.027591594423361343;0.030930169936460583;0.056193436558945375;0.029482580020134375;0.012740294470998448;0.039039921407560074;0.024227897745784155;0.033006880677494355;0.007472091704969375;0.01672101085532135;0.011610880723121886;0.009458166801738666 +115;0.017543146649813046;0.022243530233209796;0.014529299657550343;-0.022705839094453784;0.007163067367538467;0.023643284186551594;0.013352696962134147;0.02256524551876582;0.02317844051937623;0.007197397618517787;0.012165696169746165;0.014033403375175113;0.016977823095380318;0.01904210967114328;-0.0002709951791524112;0.009111574986141457;0.01153298636277511;-0.009425230678743679;0.01814567570489478;0.0036762373977708984;0.000179854465404361;0.0019191454448386214;0.015253066249388048;0.022640981498426305;-0.012678863147356445;-0.004089001799125747;0.02142552031033973;0.058290027116125076;0.013481981593469916;0.015933458460424377;0.0035894976090223296;0.028747060685822;0.0018969387824957495;0.0022597333777570894;-0.003552407289450721;0.007518278663905531;0.034225618267213376;0.004640965199194935;-0.003983565818126644;0.010616457160092407;0.008756634006697461;0.010827560401734354;0.011519861122943231;0.007860545862169832;0.009287247833603157;0.002634212392590596;0.0061944122951075875;0.005188191078292437;0.01945110353212476;0.04142622134789664;0.014659334739940189;0.038513943978846;0.027151925676808686;0.027150364377202862;0.001533939768880055;0.009113334359880154;0.02710770604332957;0.030263163783148528;0.05524577792074892;0.0285501668382806;0.012672287725683518;0.03863331043637741;0.024394136714073644;0.032135240880481586;0.007488777153848658;0.017055617996168837;0.011689391068413657;0.009518262603888161 +116;0.017088841828587054;0.021922388828106376;0.014099640461289198;-0.022551760580966307;0.007161088270485283;0.02366036307368735;0.013362345861714253;0.022576338149790764;0.023193965220118296;0.007199163543784859;0.01217193236795644;0.014040971695762794;0.01716756223459104;0.01886942328320307;-0.0018818956425048494;0.007999152355939065;0.010813780522714422;-0.011591841452151197;0.017213378259406165;0.0031349243845446573;-0.000680736886041533;-0.00014352323470556705;0.014129851856132358;0.02521102135733244;-0.01431165618583008;-0.0048527412788931246;0.021190403214082276;0.05677585326846546;0.01263921917337063;0.016118230212951445;0.0034370820861325813;0.02949423048083366;0.0012142173443693283;0.0014673450083033668;-0.004728540696111172;0.007380275297970029;0.03639507243926543;0.004537677683055463;-0.006014164865324911;0.011046770415332363;0.009192048085720134;0.01170868981632095;0.011875490719668202;0.008277191899308423;0.009713156392437167;0.0027211827968876556;0.006339024607140142;0.005307174734316189;0.019719371276432307;0.04050379058843823;0.014616951312339532;0.03736415216361122;0.0266754088272374;0.027435111629972697;0.0015766034687878516;0.009035027989598099;0.026594568645996297;0.029367968136313483;0.05374746299481448;0.027567316039399437;0.012614893189628829;0.03791521053067837;0.02447544769269494;0.031204392180132157;0.007504319688595662;0.01729201950923792;0.011683819586624067;0.00958107645025491 +117;0.016561719182116796;0.02151659455228594;0.013623366818045879;-0.022279251930611976;0.007159533454164035;0.023673780546788703;0.013371618871720226;0.02258505271507638;0.0232061616977971;0.007200550888416812;0.012176831642423003;0.014046917509363155;0.017366773033457683;0.018683751702156415;-0.0033618709998788354;0.006967737815426256;0.01014696338398502;-0.01340063770941069;0.016147950133160838;0.0026333169587837713;-0.0015010813128490952;-0.002054031618432539;0.012892866853936868;0.028422789500980983;-0.015827188517786528;-0.005561796301292943;0.0206845213605632;0.05416001087325317;0.011704189748892091;0.016289634217308557;0.003301675988559072;0.030120201643317968;0.0006107221580582411;0.00076638584614519;-0.005776096898754357;0.007257650261175863;0.038317285921067756;0.00444590267840822;-0.007825096468448312;0.011425597883261418;0.009582079694942874;0.012493072640675201;0.012196753434899343;0.008642552716135177;0.010096337856553145;0.0028071243401300017;0.006458765642545161;0.005411122717851491;0.020009626210396814;0.03921636909180126;0.014526803931098842;0.0361185326369553;0.026162669867225263;0.02764083980197296;0.0017277588690789436;0.008965349746158369;0.0260497975481937;0.02825030878081458;0.051699689442592955;0.026529553050769206;0.012568046417577694;0.03688384390464372;0.02446607194492123;0.030209934582496878;0.007518761820185127;0.017420844674968516;0.011590102893434429;0.009646888528691555 +118;0.015962801770581514;0.021027457257745796;0.013101016747915528;-0.021890472706309838;0.007158445512780942;0.02368316900727907;0.013380534760894625;0.022591150469185584;0.023214695807249885;0.007201521643301068;0.012180259764548285;0.01405107791517446;0.017576214020492475;0.01848435731764586;-0.004737179431486549;0.006010199359653523;0.009527922823407087;-0.014827747015954573;0.015005279118285308;0.002171218651605078;-0.0022508007569552735;-0.0037751592379668963;0.011602035578325953;0.03241961972077512;-0.017222981924489122;-0.006214762108259109;0.01995963682796409;0.05067382846067292;0.010722954366796267;0.016447528155552282;0.003180443483619011;0.03063204354072302;6.57997487810702e-05;0.00013193961221402706;-0.0067139177137391925;0.007147859856338257;0.040008480261722545;0.004363733463153607;-0.009446205311855582;0.011756173630826983;0.009929712936354529;0.013187280933369988;0.012485879812198675;0.008959885964138659;0.010439611258713899;0.00289221971765502;0.006555069813167447;0.005500945925911049;0.020323540229856052;0.03758110815191307;0.014389643338391434;0.03476923398489595;0.025610643061120264;0.027762075663412933;0.0019867680496636897;0.008904257239066737;0.02547031381834719;0.026926975136681186;0.049130391977040944;0.025430967065792398;0.012531848600395135;0.035552521871828;0.02436437094135946;0.02914596665045277;0.007532129540423371;0.017437500514312088;0.01140825152480901;0.009716029827093742 +119;0.015290226733829515;0.02045345601912718;0.012531043357905114;-0.021383951049955496;0.007157873926276426;0.023688101601270106;0.0133891107262335;0.022594354160668795;0.023219179533053635;0.00720203166232769;0.012182060849036946;0.014053263732708099;0.017796849466822473;0.018270081185628895;-0.00601494268957703;0.00512065345714241;0.008952865279326705;-0.01588559018124469;0.013838077778999258;0.001749452223539838;-0.002933346637661094;-0.005277048208971902;0.010311541706139682;0.03702970976340514;-0.01849509290545215;-0.0068097972306107035;0.01907689158631687;0.04658183919921299;0.00973752084965851;0.016591482132016222;0.0030711846472093463;0.031034581118881466;-0.00041915239417400496;-0.00042587970542695697;-0.00755825050919634;0.007048925622237245;0.04147878287814566;0.004289687771070749;-0.010905434674653769;0.012040632408430285;0.010236865713434545;0.01379523434661542;0.012744377076140345;0.009231282315990408;0.010744804732568947;0.00297659153691604;0.00662891979687541;0.00557727125206281;0.020662930302046467;0.035630773339817345;0.01420833027298496;0.033308453087768974;0.02501621213752392;0.027797080830407994;0.002348139662962545;0.008851720475917979;0.024853009431940798;0.025423987651064905;0.046090891266225675;0.02426580890282093;0.012506415934673054;0.03394802709522238;0.024172827817002585;0.028006646285239523;0.007544449678952958;0.01734238052526954;0.01114222402873083;0.009788854566636307 +120;0.014545308523501;0.01979598069617028;0.011914251473759352;-0.020761809402135345;0.007157888432333226;0.023687976399004107;0.01339736253565127;0.0225942728416757;0.023219065724636945;0.007202018719183967;0.012182015140109193;0.014053208258661742;0.018029718102252512;0.018039737006352308;-0.007201798475085175;0.004294299004961699;0.008418716683307403;-0.016610676918714873;0.012688832768753544;0.0013705633929378402;-0.0035467393155188542;-0.006551008115153634;0.009063036706551175;0.04067241249393838;-0.019637775365908494;-0.00734430425238719;0.0180952970398216;0.042133422774173424;0.008780562419026139;0.01672078183791581;0.0029721371748008263;0.03133187873083165;-0.0008622137007532338;-0.0009428255406993546;-0.00832379953789597;0.006959237397625495;0.042737032477445425;0.0042225621780525024;-0.012228582463996496;0.012280807779624037;0.010505199434250934;0.0143204021977891;0.01297353779475352;0.009458552063985326;0.011013498851226766;0.0030603476200717072;0.006681141164355475;0.0056406301733401;0.02102982695937272;0.0334117899080133;0.01398768873586076;0.03172872310968877;0.02437622604953349;0.02774813355239436;0.002801717677691107;0.008807737854760411;0.02419476546691346;0.02377497872749368;0.042652815026914315;0.02302869730017898;0.012491903979931607;0.03210903288189382;0.023898002887363656;0.026786357114150228;0.00755574631219752;0.01714101871184709;0.010799753837724857;0.009865746104245454 +121;0.013725188882742767;0.019052545308125834;0.01124842106304591;-0.02002131026831422;0.007158589530766313;0.023681926212036908;0.013405304652766903;0.022590343281507996;0.023213566106242034;0.007201393137562628;0.012179805960784718;0.014050527175134553;0.01827591217684643;0.01779222760251864;-0.008303036885343618;0.003527289058696814;0.007923058333790589;-0.017052663707888716;0.011587696444399054;0.0010388648246504317;-0.004085657871168102;-0.00760765958132259;0.00788410910654469;0.03896319006268767;-0.020640814496515336;-0.007813545296191493;0.017065185099577662;0.03753518354431584;0.007874199301822205;0.016834236812884318;0.0028818898137285553;0.031529044980249;-0.0012664407114681975;-0.001412089033630548;-0.009021915281690496;0.006877506602583239;0.043794644018074314;0.004161393411581837;-0.013435311143234596;0.012479019183468054;0.01073684778338252;0.014767340365092474;0.013174989325230202;0.009644002270219776;0.011247719858323402;0.00314364128784117;0.006712771825093666;0.005691685857043771;0.021426963570233104;0.03097997726670565;0.013734026429772284;0.03001661404171685;0.023685600036478682;0.0276211390963228;0.0033338345834730276;0.008772565084238071;0.023490639929356405;0.02201822389259611;0.03890158398827426;0.021710102467476844;0.012488807993979112;0.030082512098054348;0.02354980660771222;0.025475346578256897;0.007566011769696013;0.016843384427150276;0.010391551444634661;0.009947203131439708 +122;0.012830425314245941;0.018223632066136197;0.010533841074441774;-0.01916333914980839;0.007160100380825041;0.02366888814004664;0.013412950346203933;0.022581875130115225;0.023201714503602533;0.0072000450254516846;0.012175045232028281;0.014044749500470743;0.018536844256173746;0.017525791308770078;-0.009323229233918262;0.002817163250814936;0.007464088040114669;-0.017266842818526973;0.01055486684008522;0.0007594782825379731;-0.004537386407512667;-0.008470994186618563;0.0067928772769279;0.02983150925594824;-0.02148239755592085;-0.008207202372989997;0.016027353079282824;0.0329573310050324;0.007032653820733148;0.016929473223401326;0.0027993326323279;0.03162830429516439;-0.0016355028773742397;-0.0018404710688738612;-0.009660325959695015;0.006802743876263118;0.04465645557003217;0.004105439260723709;-0.014538779521917844;0.012636292356819179;0.010932735900702983;0.015137909313054004;0.013349476016898232;0.009788632346594661;0.011448353765414643;0.003226539915034049;0.006724260244529823;0.00573073911344163;0.02185733465926365;0.02839521461942951;0.013454488153099353;0.028158954433967764;0.0229391891270736;0.027424780360670642;0.0039287387971223;0.008746459926031402;0.0227356542163335;0.02019316691595785;0.03492830325823837;0.02030084767268292;0.012497633789598561;0.027919209403896694;0.02314037381463141;0.024064051276801557;0.007575241254138665;0.016462634564123224;0.00993015827178495;0.010033766230687635 +123;0.011858651038705093;0.01730709359678051;0.009768700580175427;-0.01818548805201614;0.007162604923018567;0.02364727506937947;0.013420311785404149;0.022567837552125436;0.023182068223105645;0.007197810259547299;0.012167153387262708;0.014035171873380214;0.01881404154384725;0.017238665144167387;-0.010265166733856246;0.00216251608891338;0.007040582691241193;-0.01730094832874829;0.009598695868959783;0.00054282463874189;-0.004889292144769408;-0.009163438473982044;0.005793795292966086;0.019142229742170835;-0.022137562813006495;-0.008513690972318688;0.015008401009460881;0.02850075864978785;0.006260388266279837;0.01700358765272636;0.0027235423107785373;0.031634201920876404;-0.001974138180576901;-0.002233531509377773;-0.010246293779872517;0.006734111607374138;0.045332605877668075;0.004054073018083637;-0.015551581230206724;0.012754688984460916;0.011094765757330372;0.015436157433148079;0.01349845177040343;0.009894489743301815;0.011617209167066878;0.0033091958410923217;0.006716531115882496;0.005758380108324246;0.02232429872187458;0.025716531768071427;0.013156423482588275;0.02614398535034823;0.022131933245625568;0.027169506692546808;0.004569999319935292;0.008729701576974946;0.021924931594504926;0.01833739271088186;0.03082234975619169;0.01879290377364473;0.012518927493637921;0.02566943863426374;0.022682879219541485;0.0225437734404923;0.007583429129049191;0.01601372264406209;0.009428786134422829;0.010126026421411582 +124;0.010807705945168333;0.01630091680806034;0.008951367760759332;-0.017085463563252745;0.007166363578053225;0.023614839282035893;0.01342740012459509;0.02254677070872435;0.02315258410582821;0.0071944564557098745;0.012155309749014132;0.014020798301712434;0.019109192965428456;0.016929044690323636;-0.011129041305432574;0.001561748542147079;0.006651987519251001;-0.017198663822578064;0.00872223531683547;0.0004031901544914174;-0.005115290391318306;-0.00971176738188273;0.004887110051651211;0.011221365224978408;-0.022558492531386642;-0.008710590318806388;0.014026974452608254;0.02423728470140718;0.005558073155689236;0.01705121538068699;0.0026537577954630076;0.03154802508123078;-0.0022859251660058977;-0.0025954302880397684;-0.010785794728883302;0.006670918934780001;0.04582622220621502;0.0040067778138510035;-0.01648406537447622;0.01283486030778258;0.011223543272995073;0.015663300999165186;0.013622409839827154;0.009962207481067964;0.011754869983390592;0.003391664929512983;0.0066898383416174045;0.0057747960453747305;0.022832351771877146;0.02299824241153292;0.012846850517246322;0.02394797945791316;0.02125520950634119;0.026866524910613254;0.005241749319532252;0.00872294191641676;0.021050217769902346;0.01648438689764209;0.02666559822284409;0.017169885095212667;0.012553736070769483;0.023379734484287873;0.02219046373281497;0.020897680056380263;0.007590528089409632;0.015512078035106125;0.008900304725520225;0.010224778567834047 +125;0.00967763328241844;0.015204706268918233;0.008081768917265642;-0.01586296982344565;0.007171752587916469;0.02356833429268601;0.013434225576315684;0.02251656598407581;0.023110311082707335;0.00718964791307708;0.012138328854076175;0.014000190099982435;0.01942448501381777;0.016594087037560046;-0.011914402913868472;0.0010143855537281254;0.006298514126392041;-0.01699611082247432;0.007924224306700811;0.00036508579517358086;-0.005177191819995652;-0.010140808551680758;0.004069492103438099;0.006010262557939683;-0.02267375002453975;-0.008764507650656617;0.013094382095795498;0.020211245851310622;0.004923292059623496;0.017064254395377065;0.0025893494295419206;0.03137354469467635;-0.0025737095039358726;-0.0029294699647612887;-0.01128373022758844;0.006612594905600511;0.046145599136415916;0.003963126414246676;-0.017344708795681063;0.0128785037288765;0.011320631445430884;0.015822637813447005;0.013722554155905009;0.009993466101679005;0.011862825200035898;0.0034740879984408446;0.00664495053271702;0.0057804752676752225;0.02338631343941766;0.020287603207950422;0.0125320710272816;0.0215538447810526;0.020301680830471458;0.02652693857250954;0.005929650613514692;0.00872673989862971;0.020104512043674028;0.014662310353594332;0.022529140968740702;0.015420350122541393;0.012603007750133122;0.021090747901557183;0.021675402820076517;0.019113224351162916;0.007596505167338674;0.014972538458773332;0.008356503644906588;0.010330851223976811 +126;0.008462289114775645;0.014013208701949997;0.007155535920466027;-0.014511530572945297;0.007179360902951459;0.023502677774948078;0.013440797475633093;0.022473922423406734;0.02305062931642521;0.007182859123517238;0.012114354930069293;0.013971095083065155;0.01976215804261572;0.016231497166677267;-0.012619708381716777;0.000522897007508405;0.005981148947297621;-0.016721188238843387;0.0072000972586141465;0.00046902258814729425;-0.005008853460462204;-0.010471345703263912;0.0033340363058860234;0.002557815473920977;-0.022360225165714898;-0.008617848198531175;0.01221573220996841;0.01643768378037125;0.004351134448676186;0.017028780097139817;0.0025297919432948346;0.031111355039566746;-0.002839874527046149;-0.0032384168312658;-0.01174420537541665;0.00655866254866555;0.04629268545165466;0.003922761974594902;-0.018140612340679985;0.012886008392476611;0.011386421563237548;0.015914948779837013;0.013799209461892947;0.0099886398247504;0.011941457245309595;0.003556517489625738;0.006581977010565898;0.005775524812212218;0.02399234367031533;0.017623336487688768;0.012217422871091399;0.018932861857063;0.01926047411445264;0.026161057109126418;0.0066213851523266865;0.008742003930331643;0.019077464070334837;0.012893330091120259;0.01847135355741969;0.013524793040311511;0.012668174785052999;0.018835903597671066;0.02114850795878387;0.01716997216746119;0.007601291153875034;0.014408525935338479;0.007807567787889047;0.010445309422090543 +127;0.007164353290063152;0.012727501461709423;0.006174343235756163;-0.01303276486677668;0.007190154315735664;0.02340953389118572;0.013447124336022354;0.02241342616462605;0.022965961602209095;0.007173228246386054;0.012080344330873127;0.013929819430991142;0.02012520333607326;0.01583735374561379;-0.013240865968237925;8.94071688208875e-05;0.00570184902819304;-0.016395820337858025;0.006544171277157673;0.0007899783845465302;-0.004487730633494946;-0.010721486300712124;0.002673351070928698;0.0001434011558731907;-0.021389998774686614;-0.0081639751438769;0.011392698553846392;0.012919713373085617;0.0038360978335637563;0.01691902351072827;0.002474646271455161;0.030764602646831563;-0.003086405554352578;-0.0035245750330982206;-0.012170650025033702;0.006508722961631963;0.04627427137839657;0.003885386067693397;-0.018877705499348307;0.012858771147984893;0.011422194587138057;0.015942921914007313;0.013853368405711497;0.009949111075527317;0.011991987710160579;0.0036390848487468652;0.006501560744505197;0.0057603478628966975;0.02465774407210164;0.01503204172208239;0.0119070580882783;0.0160529715675386;0.018119189314297124;0.025777274504617864;0.007306655680064722;0.008770147031895048;0.017957473040703054;0.01119238520244581;0.014529460837714225;0.011462296764738422;0.012751268786555414;0.016638941153049647;0.02061834298823273;0.015045331982530552;0.007604749791340626;0.013830713844077969;0.007261264114910959;0.010569358894704672 +128;0.00577379100378006;0.011339741818398474;0.005131365280826694;-0.011416636795669344;0.007205820153576514;0.02327434624632696;0.013453213897689609;0.022325622229594444;0.02284307596040769;0.007159249941266321;0.012030981541299557;0.013869912233276271;0.020516789536255797;0.015408326531615169;-0.0137681045774809;-0.00027281420039182436;0.0054645364694243526;-0.016036595445860113;0.00595012005182749;0.001483245621534457;-0.0033654916440004623;-0.010906212647442404;0.002079338025315902;-0.0015511109994088557;-0.019299540094742662;-0.007186124453270493;0.010624399393302508;0.00964749367943063;0.0033723179287635796;0.016682482183173475;0.002423556951235306;0.030333205773579452;-0.003314768531030743;-0.003789644134210901;-0.012565699491698279;0.006462457439861069;0.046091154865696815;0.003850759843225582;-0.01956052882193915;0.012796931348252605;0.011428139146968275;0.015906906652858932;0.013885201992511531;0.009875001469423383;0.01201461078441951;0.003721840579478247;0.006403669826483105;0.005734976692867488;0.025389481891680443;0.012552119975785203;0.011623987565449578;0.012892840645719161;0.01685620690994849;0.025497394403515727;0.007921527281661511;0.008756408438064911;0.01669537168802071;0.00950415595399301;0.010738845140760844;0.009119749303520663;0.01279733520339188;0.014549310575977081;0.020166792630785135;0.012672673118881761;0.007615606276159592;0.01336939753867794;0.006777507438575858;0.010712152266582065 +129;0.0042956097408348715;0.009851334798772537;0.004029448541829739;-0.009665470158740863;0.007229753156594465;0.023067813015758443;0.013459073168986535;0.022191480228519023;0.022655337356796812;0.0071378947831659545;0.011955567802616751;0.01377838927353181;0.02094111110911634;0.014938949146491742;-0.014191216899496206;-0.0005703898576923105;0.005274251802110941;-0.015651663941098848;0.00541252963455352;0.0029291713942311004;-0.0010684930442055318;-0.011034813375358166;0.0015457087787815738;-0.002834072862202497;-0.014927571781591542;-0.005140446563366763;0.009907736658575805;0.006598172902414712;0.002955119195049316;0.01618813053813184;0.0023762258681623294;0.029819837848419795;-0.0035263099399459596;-0.004035187476783442;-0.012931667115739898;0.006419595903606856;0.045748956914509975;0.003818681182265915;-0.020193082921895478;0.012701648256428222;0.011405310250012513;0.01580911926727724;0.013895529649818328;0.009767463596702552;0.012010332127798284;0.0038049094341109924;0.006288852414132351;0.005699745703021231;0.026120912914437966;0.010296355909891641;0.0114412496434102;0.009758600840270582;0.015551871713466614;0.025703930404925135;0.008259739563113211;0.008517028677236693;0.015278093538093174;0.007651453663774177;0.007183767472458413;0.006393523608099194;0.012614631022120237;0.012719134697853907;0.020051829132756716;0.010111527427998368;0.0076620624654230585;0.013433684301079163;0.006544430383019828;0.010887108324937556 +130;0.0027154513769658273;0.008252975152039044;0.002859718563779534;-0.007766835469330935;;;0.01346470846142711;;;;;;0.021406197303049934;0.014425618165547993;-0.01448869584586343;-0.0007769779109083608;0.005140386095911387;-0.015796754787172462;0.004778526643680836;;;-0.011572873742286216;0.0008748532576372536;-0.004233038563220548;;;0.009275830993868417;0.0038109236509749067;0.002437847828322237;;0.0023324104232461673;0.029223814450152874;-0.0037221246869260094;-0.004262476182724129;-0.013270436858862533;0.006379918490261871;0.045247455005009485;0.0037889855535059302;-0.020778625472271495;0.012572844727931243;0.011353723956424588;0.01564952312177742;0.013884396315426928;0.009626394054842391;0.011979187744022513;0.0038883432172445442;0.0061569506599252755;0.005654623952977222;0.026781705563580838;0.008274935349935397;0.011286410100362687;0.006938054041687014;0.014369551030265715;0.025946037615674822;0.008536307607905691;0.00827409091166742;0.013980420255409687;0.005952696427422133;0.0039960328857509;0.0038955406390037695;0.012422482554427017;0.01108672452745374;0.019984985131602073;0.007780487442006212;0.007708251541003852;0.013550897596980138;0.006360693856559907;0.011048978857773006 +131;0.0010192335451095769;0.006544922732829139;0.0016276010320068757;-0.005722312587098988;;;0.01347012543220738;;;;;;0.021965373871622784;0.013917263025414739;-0.014631984973383583;-0.0008767830715377123;0.005075933275189959;-0.01639500021568896;0.004113514192702894;;;-0.01242549142200966;0.00013713110782154203;-0.005742619952419092;;;0.008771276722710608;0.0014820611518904236;0.0018766211548180145;;0.0022919187179087364;0.028547274041772486;-0.0039030753162767606;-0.004472511527130241;-0.013583496461881395;0.006343251343180589;0.044591061714339464;0.003761542847610877;-0.02131972858028286;0.012411426913160661;0.011274199690247233;0.015429855238023538;0.013852438123498234;0.009452703578511967;0.011921957839575337;0.003972258424502495;0.0060084039013591495;0.005599870445409438;0.027378691035234937;0.006444459615439158;0.011146471492075927;0.004380236371078983;0.013300395452279012;0.026164781983327057;0.008786160044454094;0.008054513257885976;0.012806850277878645;0.00441386508587982;0.0010835165803433355;0.0016261222477025328;0.012248833248996283;0.009609735723383306;0.019924570783921736;0.005668626795209519;0.007749986375458207;0.013656791916107247;0.006194613149436645;0.011195231075714185 +132;-0.000722555887791243;0.004717391630514323;0.0003154117701216208;-0.0035174990332511036;;;0.013475329160966387;;;;;;0.02252069901806153;0.013450207957219407;-0.014571660481887072;-0.0008347419205996243;0.005103065062471712;-0.016885636230868473;0.003571665693474557;;;-0.013122111909239287;-0.00045810339915708376;-0.006972610789700573;;;0.008361412723835726;-0.0004374981436110481;0.0014191255296703842;;0.002254606499416556;0.027789272734727533;-0.004069808787781626;-0.004666044494810007;-0.013871963210318694;0.006309463798697013;0.043779082685105886;0.00373625527701249;-0.02181832372980419;0.012217222368317071;0.011166679294453141;0.015149898259736616;0.01379964935087541;0.009246185184497324;0.011838612125494696;0.004056715864505067;0.0058430011487938804;0.005535427964958206;0.02792171979318092;0.004780358247796546;0.01101919543993879;0.002051963299293913;0.012328165375798505;0.026363746679522126;0.009013435540475179;0.007854813247133885;0.011739700163865052;0.0030148734259931587;-0.001527523640803885;-0.00042880758957197784;0.012090897514978716;0.00826684185446247;0.019869621419844385;0.003748660921371272;0.0077879469414001146;0.013753110517305767;0.006043567088546031;0.01132826049956448 +133;-0.0026428872607766607;0.00276913919686006;-0.0010705193442714922;-0.001114674705278873;;;0.013480323965703978;;;;;;0.023037278725527965;0.013015601575120606;-0.014225002401996978;-0.0005934613631972674;0.005259012036146649;-0.017294885717547448;0.0031197008238195156;;;-0.013703181177464607;-0.0009590163984403155;-0.00799862342378832;;;0.008019541548277442;-0.002011891324534165;0.001037471643836274;;0.0022203658734260556;0.026950925833186146;-0.00422284770402459;-0.004843682102351754;-0.014136717652746267;0.0062784564979950774;0.04281403062044076;0.0037130486362111914;-0.022275937835857906;0.011990733451904767;0.011031634691555492;0.014810653037173716;0.013726403333337522;0.00900734754077298;0.011729604370907032;0.004141817272124204;0.005660968065951788;0.0054614353630154655;0.028418262443945075;0.0032623221159897575;0.01090283376043577;-4.650884458756721e-05;0.011439635658797798;0.02654566760102739;0.009221261392701185;0.007672251868448665;0.010764488438073538;0.001740601483646742;-0.003945819036204057;-0.0023219315648970174;0.011946506607628748;0.007040163558613255;0.01981938184658949;0.0020020931369653105;0.00782265528856757;0.013841178125583276;0.0059054836812300615;0.011449897183625768 +134;-0.004754362918468091;0.0007306184920978787;-0.0027074001928930613;0.0010365032204007751;;;0.01348511359887683;;;;;;0.023519315125825058;0.012609989021858725;-0.013441399842498036;-4.7940663468137856e-05;0.005611665351950679;-0.01764298379918139;0.0027354539870783068;;;-0.014197447059836943;-0.0013843700197666564;-0.008871516768667709;;;0.007728803918190752;-0.0033607142524969547;0.0007132588735047074;;0.0021891428952948155;0.026031810944819433;-0.0043624157197389435;-0.005005683681972073;-0.014378158622391668;0.006250181151431389;0.04169591116241689;0.0036918867244131737;-0.02269325677910472;0.011731938422339216;0.010869118933730548;0.014412165355897122;0.013632772228115986;0.008736148028877122;0.011595004532219677;0.004227643252054714;0.005462207122361451;0.005377879454192103;0.028873994114372525;0.0018686997202639333;0.010796021341008322;-0.002025963359311156;0.01062378947186371;0.02671264515418592;0.009412001115668645;0.00750466235693259;0.009869006687928561;0.0005496362673089727;-0.006150411256629074;-0.004045233893577027;0.011813964316522707;0.0059134664704543205;0.01977326697076931;0.0003676114681545606;0.00785451299368728;0.013922011868944706;0.005778724735171159;0.011561540312705842 +135;-0.006767314222763998;-0.0011104149068261737;-0.004321959983426771;0.002974638144351671;;;0.013489701221520822;;;;;;0.023970567577352497;0.012230388893675004;-0.011905922078535358;0.0010202232172833448;0.006302362941943196;-0.01794345842226952;0.0024035708546783496;;;-0.014624063717791458;-0.001751017567234836;-0.009624716282696122;;;0.0074777822085374535;-0.004523230011536983;0.00043309396085733365;;0.002160944451863489;0.025031155948888273;-0.004488444085886445;-0.005151969107629828;-0.014596188963125645;0.006224645604394952;0.04042412381805138;0.0036727752654285295;-0.02307010943742238;0.011440688835192891;0.010679083630399655;0.01395424010490881;0.013518757529226932;0.008432407444398327;0.011434790519923632;0.004314274930305145;0.005246545130029812;0.005284711338004788;0.029293962761385517;0.0005707756090611582;0.010697585629431572;-0.003809098512376874;0.009871808339637855;0.02686652233460185;0.009587771173523718;0.007350211741511625;0.009043595004090133;-0.0005035916348425928;-0.008182761695956664;-0.005635771078551066;0.011691816226578;0.004874650269595993;0.01973076931597939;-0.001082631480847418;0.007883871404066878;0.013996503788495263;0.005661903706838167;0.011664423644968669 +136;-0.008558607102209681;-0.0027698539675136136;-0.005758875715890399;0.004669403250437576;;;0.013494089390472919;;;;;;0.024393938254258174;0.011874274292587916;;;;-0.018206253270823036;0.002113327548872057;;;-0.01499718908918024;-0.002071862536169533;-0.010283535957987366;;;0.007258250204699168;-0.005540785588534325;0.00018733168192697214;;0.0021358291939974627;0.023949855781367768;-0.004600675303429669;-0.005282239561121949;-0.014790359439922685;0.00620190287109601;0.03900049904731606;0.003655753947634288;-0.02340571990363105;0.011117331769751715;0.010461840775538245;0.013437618585066091;0.013384595147056144;0.008096514436201296;0.01124925680288269;0.004401817020832366;0.00501416805649979;0.005182017861586008;0.029682335371367552;-0.0006050429110624478;0.010606555967678455;-0.005468816525531661;0.00917638396634013;0.02700882241568392;0.009750317456173496;0.007207381419573222;0.008280251889481338;-0.0015140285602663894;-0.01006320042908282;-0.007107734931415699;0.01157885820876392;0.003913722797610042;0.01969146905877217;-0.00246655867378065;0.007911020980940153;0.014065391194418297;0.005553871892942208;0.01175956645083509 +137;-0.010158835200574368;-0.00424123954279132;-0.007041916404366244;0.006180334845427682;;;0.013498280054392131;;;;;;0.024791921271146267;0.011539469192134222;;;;-0.01843854616979168;0.0018568717140492463;;;-0.015327013416977397;-0.0023555253149885047;-0.010865940185222023;;;0.007064218003125955;-0.006440441136687403;-2.7619886695862128e-05;;0.0021139023065825935;0.022784995406153863;-0.004698671140973998;-0.005395986680201026;-0.014959894639381521;0.006182046779065642;0.03742105812612295;0.003640893128023459;-0.023698752064345685;0.010761034899352206;0.010216821152094935;0.012860802024890261;0.013229936272355247;0.007727525782317168;0.01103791651195285;0.004490337236480901;0.0047644483727114495;0.00506956087932442;0.030042657162812736;-0.0017145758668384303;0.010522110521792749;-0.007011117137582179;0.008531480452609319;0.02714083931860367;0.009901126365464696;0.007074889720724231;0.007572421814237451;-0.0024436182451132993;-0.011809415748207375;-0.008474780606935184;0.01147407111663612;0.003023316112391594;0.019655010166364395;-0.0037417448306817924;0.007936208375625642;0.014129300384270627;0.005453659669772293;0.011847835123817596 +138;-0.01160420092340897;-0.005573252597362854;-0.008201026682570722;0.007546139831662413;;;0.013502274543691462;;;;;;0.025166805234421608;0.01122407338356557;;;;-0.01864565454703726;0.0016281911345694677;;;-0.015621076864705374;-0.002608410264893557;-0.011385183083533201;;;0.006891215689670216;-0.00724246683472618;-0.00022235216586785622;;0.0020953554849686973;0.021538386204239535;-0.004781573296126496;-0.005492214123463568;-0.015103310717884177;0.006165250948659051;0.03568877837943263;0.0036283227389175;-0.023946639201537168;0.010372348825276156;0.009944452103154144;0.012224980443072742;0.013055063565810321;0.007326119356148686;0.010801150384196212;0.004579952754041883;0.004497770607045759;0.004947472352074156;0.030377680841720878;-0.0027412497679359937;0.010443592619647113;-0.008444367990760426;0.007931830533457696;0.02726358812766705;0.010041346619892977;0.006951697263650081;0.0069142615875712465;-0.003306533454493721;-0.013432601818921253;-0.009745452884337258;0.011376639385281884;0.002195581769218524;0.019621110629929106;-0.004925870477559435;0.00795962757131402;0.014188722963331846;0.005360481067396283;0.011929906871360085 +139;-0.012916278074090792;-0.0067826382318862954;-0.009253278382528762;0.008786108642743873;;;0.01350607355389799;;;;;;0.025520573508635014;0.010926432313225876;;;;-0.018831649723306088;0.0014226489882902538;;;-0.015885152052140805;-0.00283541698616685;-0.011851410039263266;;;0.00673582026309838;-0.007962373362064179;-0.0003948628786178965;;0.0020805422630884585;0.02020593783481095;-0.004847769683829939;-0.005569050458166913;-0.015217835627619025;0.006151837032376095;0.03379781399491644;0.00361828338036263;-0.024144587851011257;0.00995008546227183;0.00964390179311414;0.011527920583154994;0.012859463960578132;0.006890924978653623;0.010538243059769525;0.00467073562520906;0.004213258953553456;0.004815421809407083;0.030689828563237764;-0.003697051141007268;0.010370433752214137;-0.009779283419784068;0.00737305506484498;0.027377956744211396;0.010171991730510532;0.006836911116122835;0.006300951121831044;-0.004110047254134663;-0.014944607222090678;-0.010929063323298571;0.011285857446035052;0.0014244776266609804;0.019589525119110718;-0.006028544903009081;0.007981447970351108;0.014244088726431015;0.005273660760314103;0.012006375176527029 +140;-0.014111992391048434;-0.007884255138078;-0.010212143601316281;0.009915847844433723;;;0.013509677121769759;;;;;;0.02585497377855317;0.01064509652334511;;;;-0.01899995409723132;0.0012369484084555626;;;-0.016124126515591808;-0.003040982626906219;-0.012273420687710868;;;0.00659525246429471;-0.00861435513899278;-0.0005521148587289693;;0.002069858803174285;0.018788793801217896;-0.004895520382829033;-0.005624476361344999;-0.01530044345882231;0.00614216232906073;0.03174993288424144;0.003611042597256975;-0.024287371380605327;0.009494517440099992;0.009315359900450793;0.010770358350742804;0.012643237001472962;0.006422365813489095;0.010249351015194752;0.004762801109798126;0.003911157504254692;0.004673453863212607;0.030981179778598156;-0.0045891344447883675;0.010302147837622178;-0.011025132472622268;0.006851463091267718;0.027484706315215046;0.010293932424986219;0.006729769574352673;0.005728441863266376;-0.004859944140823913;-0.016355761437886418;-0.012033721371169204;0.011201122208402081;0.0007075134138481154;0.01956004361122554;-0.0070576379582982796;0.008001814759712844;0.014295766128566534;0.005192622598405694;0.012077749132317739 +141;-0.015207082671506722;-0.0088931347301342;-0.011090309441110335;0.010950492313796634;;;0.013513084593317348;;;;;;0.026171558166871334;0.010378789762125251;;;;-0.019152944330579236;0.0010679954923646928;;;-0.016341347986337018;-0.003227767143829885;-0.01265696642713543;;;0.006467450470427183;-0.009206733443479553;-0.000694700768761769;;0.002064030299346986;0.01728388131351455;-0.00492156869735616;-0.005654711511909216;-0.015345507845771156;0.006136884298981737;0.029540635829095274;0.0036070923771919228;-0.024365262127745813;0.009004719351849988;0.00895816573533803;0.00995058291485984;0.012405964999507857;0.005919401939277424;0.009933900601498014;0.004856241979210724;0.003590812268754129;0.004521304241844826;0.03125349681217404;-0.005422979691765306;0.010238322482087225;-0.012189565816748793;0.006363916054885177;0.027584482174340508;0.010407906494476427;0.00662962609980311;0.005193289086182329;-0.00556085096991632;-0.017674693059444024;-0.013066187416430619;0.01112192198132056;2.200962121623462e-05;0.019532487976231305;-0.008019495247310271;0.00802085104661271;0.01434406756774631;0.0051168775493125596;0.012144460307120575 +142;-0.016214233524741273;-0.009821091075590704;-0.011897968228584244;0.01190210058770752;;;0.013516294582616384;;;;;;0.026471577363870846;0.010126407632646162;;;;-0.019292720701851507;0.000913533557522328;;;-0.016539804618967646;-0.003398394389932946;-0.01300736136777636;;;0.0063506762288624286;-0.009747860904957939;-0.0008249214959433759;;0.0020639585113548797;0.0156888389421157;-0.004921889805324153;-0.005655084234746033;-0.0153460632313287;0.006136819277399064;0.027166391066746565;0.003607043714482172;-0.02436622209500683;0.008479944587461596;0.008571774940375976;0.009067243966225047;0.0121472934682888;0.005381218546547384;0.009591413859558084;0.00495116221512934;0.003251717720948122;0.004358752725819759;0.031508273629894834;-0.006203156327130976;0.01017860783892277;-0.013279002217693403;0.005907746284994797;0.027677831533308606;0.010514539303981163;0.006535932028135516;0.004692562429038372;-0.006216627527500851;-0.018908667814005575;-0.014032150083973516;0.011047822665253726;-0.0005973270199097769;0.01950670713232361;-0.008919415931422314;0.008038661226393629;0.014389257945596645;0.0050460106157093065;0.012206874615017904 +143;-0.017143864765043038;-0.010677750616444825;-0.012643482102441927;0.012780536491160233;;;0.013519305021119643;;;;;;0.02675619974125132;0.009886967960473392;;;;-0.019421032554728934;0.0007718469096054115;;;-0.01672198810494674;-0.0035550619638868852;-0.013329049110379465;;;0.0062434935233607325;-0.010244731944809127;-0.0009445670972909603;;0.002071152041254798;0.01400440816080728;-0.004889741361405853;-0.005617768461093187;-0.015290445240249584;0.006143333398014761;0.024628014544998855;0.0036119190592897032;-0.0242700901422519;0.007920193150913968;0.008156118066081963;0.008120781422353063;0.011867102439489075;0.004808083847781641;0.009221791928655576;0.005047682619971877;0.002894043655071288;0.004185744815430326;0.031746797272862004;-0.006933711965341871;0.010122703704853908;-0.014299062807766383;0.005480718005128171;0.0277652252262639;0.010614369846745797;0.0064482176921207834;0.004223833067310778;-0.0068306704710550115;-0.020064028534564127;-0.014936580520608533;0.010978451817237111;-0.0011890315615787905;0.019482571260516668;-0.009762059532135936;0.008055335079414139;0.014431565140865077;0.004979666549509321;0.012265306994494463 +144;-0.018003665728088203;-0.01147000453260838;-0.01333298743311806;0.013592956207435225;;;0.013522113567283167;;;;;;0.0270264604633903;0.00965960362488949;;;;-0.019539242578672567;0.0006413868749004514;;;-0.016889830121262883;-0.003699406415538009;-0.013625422021122713;;;0.0061447544378844254;-0.010702523144406673;-0.00105481503881788;;0.002087796172757228;0.01222296542704071;-0.004815354767144453;-0.005531425405703172;-0.015161754829490892;0.006158405673982514;0.02191428629754033;0.0036231995438352205;-0.024047656185177346;0.007323376991428376;0.007709743713557926;0.007106708835728837;0.011564533750875072;0.004197318402665462;0.008823803577942324;0.005145901760309768;0.0025161538610709577;0.004001744160659015;0.03197015466718822;-0.007618003249923788;0.01007035629104136;-0.015254440801848013;0.005080953616316108;0.027847060969679927;0.010707853361378916;0.006366086027383755;0.003785079942966174;-0.007405805222792328;-0.021146085778575685;-0.01578363372602043;0.010913494652379452;-0.0017420429993566522;0.01945997065628635;-0.010551301453687767;0.008070948488965057;0.01447118173655626;0.004917544946204444;0.012320023581267603 +145;-0.01880071233204683;-0.012204406718188565;-0.013972163424365025;0.01434606408971223;;;0.013524715905633422;;;;;;0.027283271122388708;0.0094435499491492;;;;-0.01964846925382213;0.0005207943909790735;;;-0.017044915232937163;-0.0038327677825811257;-0.013899259157852617;;;0.00605351333298354;-0.011125476110978694;-0.0011566499808536301;;0.002117481042214653;0.010349338152248588;-0.004682690320560345;-0.005377437301552601;-0.014932240126099394;0.006185286940734613;0.019031460131153644;0.0036433182033265288;-0.02365095378724158;0.006690275933053158;0.007233017554921006;0.006027829203460122;0.011239623697713697;0.0035506193438987754;0.008397664504779745;0.005245959301674347;0.0021191081559179814;0.0038068361202718837;0.03217917577242879;-0.00825827438754878;0.010021368046037482;-0.01614841335516637;0.004706819957889685;0.027923644458942576;0.010795336402744882;0.006289224121673653;0.003374453465440741;-0.007943956961444343;-0.022158618063570223;-0.016576257445669373;0.010852705786193795;-0.0022589623696673833;0.019438820455887296;-0.01128979695763821;0.008085559846324974;0.014508255740897091;0.004859409219255206;0.012371228346654717 +146;-0.01954094506539228;-0.012886451529183773;-0.014565777130720381;0.015045484828124345;;;0.013527107020000262;;;;;;0.027527433762086106;0.009238133424010586;;;;-0.019749686359099794;0.0004090167572354808;;;-0.017188627320844918;-0.0039563451270507866;-0.014153011206526012;;;0.005968960643356391;-0.011517397687935027;-0.0012510077902734285;;0.0021664290017806564;0.008371111449181345;-0.004463890707408824;-0.0051234687829996295;-0.014553734338159097;0.006229614009487072;0.015961699512287097;0.003676493581635132;-0.022996724675674263;0.0060178452725809795;0.006723890740182481;0.004876720200835627;0.010891219987119172;0.002863570706424512;0.00794167036345017;0.005347963851749682;0.0017002276220179358;0.0036002900451503894;0.032374574192274075;-0.008856749439294376;0.009975571812287587;-0.016984059511198524;0.0043570335904554724;0.027995237099553982;0.010877117660484048;0.006217369722107291;0.0029905358814801275;-0.008446987167642916;-0.023105103436039887;-0.01731717627077911;0.010795877789883335;-0.0027420126369830378;0.01941904848023457;-0.011980098569790432;0.008099219018692705;0.014542913689788106;0.004805061016869172;0.012419096069175573 +147;-0.020229321076319584;-0.013520713906280735;-0.01511780504088689;0.015695906580655672;;;0.013529280884901462;;;;;;0.027759658097437967;0.00904276088536049;;;;-0.019843711579942025;0.0003051596986434202;;;-0.01732212792900767;-0.004071140942750295;-0.01438873215160874;;;0.0058904151315010145;-0.011881468761437253;-0.0013386603046439127;;0.0022463223076371053;0.006296149466241685;-0.004106923332861001;-0.00470912558138703;-0.013936115956545314;0.006301958486282899;0.012714468637611054;0.003730638435316569;-0.021929217939990697;0.005307022963160657;0.0061827069758464415;0.0036580234348260188;0.010519245821492218;0.0021389814316371547;0.007455959421535652;0.005452065375637971;0.0012612638765473472;0.0033821615389797444;0.03255690507038578;-0.00941515326161646;0.009932837577762976;-0.01776377290381026;0.004030595019561822;0.028062042230708517;0.010953429516628033;0.0061503188917468865;0.002632216048386038;-0.00891634143824449;-0.023988246989934403;-0.01800850872856463;0.010742849339042237;-0.0031926826489319104;0.019400598586826412;-0.012624188750713028;0.008111964798861004;0.014575254018896477;0.004754346086608852;0.012463762719414961 +148;-0.020869975743857516;-0.014111006405583382;-0.015631563822889438;0.016301238084570735;;;0.013531230208419842;;;;;;0.027980596155865234;0.008856903698037044;;;;-0.01993123624733162;0.0002084490937386274;;;-0.017446398851117872;-0.004178000727507403;-0.014608156648171056;;;0.0058173000414433185;-0.012220371250204032;-0.001420254601879667;;0.0023831452987355672;0.004108631681927433;-0.0034952985804865833;-0.00399919059077547;-0.012878075936236577;0.006425864856726693;0.009268464335415727;0.0038233727576592047;-0.0201004479446123;0.0045545718615240816;0.005607332331392212;0.002362073578298318;0.010122510796663375;0.0013711096184371163;0.006938768126935391;0.005558393059438782;0.0007987428230621374;0.00315170412135668;0.03272656585836353;-0.009934716519004905;0.009893072252282309;-0.01848926466898515;0.0037267841211452435;0.028124205439081784;0.011024438335656361;0.0060879255925523346;0.0022986793377524073;-0.009353052179944754;-0.02480998360787412;-0.018651770099925358;0.010693504919249808;-0.0036119908088299013;0.01938343057780134;-0.013223483687626825;0.008123824960444614;0.014605347202928054;0.0047071539726869505;0.01250532564302842 +149;-0.021466502725814074;-0.014660657806304878;-0.01610993832302343;0.016864885469628832;;;0.013532947385489491;;;;;;0.028190746189997284;0.008680120780674816;;;;-0.020012850054204057;0.00011818799149199144;;;-0.017562277547939154;-0.004277645645345274;-0.014812764344370954;;;0.005749123563876024;-0.012536392761811177;-0.0014963422636135038;;;0.0017204371069250435;;;;;0.005639970527193228;;;0.003756665432622097;0.005008006926075503;0.0010031952702973523;0.009714874570796228;0.0005496736513538325;0.006403549164239686;0.005686466718239802;0.00028665126747751124;0.0029059111192467624;0.03288387309140184;-0.010416556109026587;0.009856203956841725;-0.019162039312632384;0.0034452009508751935;0.028181841573476696;0.011090277081994726;0.006030079435320079;0.001989622139167757;-0.009758043877043487;-0.025571987850792954;-0.01924827777777205;0.010647755475026166;-0.004000979878682642;0.019367513073679454;-0.013779248144917489;0.008134821339690346;0.014633248766508178;0.004663401158265912;0.012543861847562288 +150;-0.02202166471769229;-0.015172201525156082;-0.016555142134331735;0.01738945185967089;;;0.013534422847094829;;;;;;0.028390557838619435;0.008512029322449655;;;;-0.02008906047695047;3.420396713149643e-05;;;-0.017670484921950003;-0.004370697470547746;-0.015003829896691023;;;0.005685463168370819;-0.01283150565791491;-0.0015673998335037354;;;-0.0008419090217739456;;;;;0.0021136344527430406;;;0.002961222880080494;0.004461094635271112;-0.0002827536053465751;0.009369703488743109;-0.00026224633349569704;0.005931843944613768;0.005884336290909342;-0.0002510745891215471;0.002654819272881581;0.03302889479476123;-0.010860801577025736;0.009822215663503941;-0.019782309162324818;0.003185669962499027;0.028234976036519033;0.01115097412361199;0.005976752769601967;0.0017048426175105824;-0.010131434081797952;-0.026274515818380806;-0.019798226328118673;0.010605579896592499;-0.004359646283907281;0.019352838893632818;-0.014291644063630038;0.008144958853189221;0.014658971120348085;0.0046230666618040095;0.012579388340207776 +151;-0.022537588865911617;-0.015647582808816285;-0.01696887848984463;0.017876938440970602;;;0.013535643273319575;;;;;;0.02858041654238619;0.008352305369123014;;;;-0.020160286047134823;-4.411612017340971e-05;;;-0.0177716144186727;-0.004457661880257202;-0.015182397069233966;;;0.0056259662524865695;-0.013107311939147825;-0.0016338075054819212;;;-0.0032032519834679363;;;;;-0.0010223969369509422;;;0.0022511080153799767;0.003978054844939516;-0.0014241222539501663;0.009067836244918026;-0.0010033512943840028;0.0055170951558249914;0.0060679619977827;-0.000763739140982933;0.002430109547473913;0.03316145391934544;-0.011266797342818435;0.009791147024799773;-0.02034920080462843;0.002948351941471916;0.02828354491710172;0.011206454837910718;0.005928005717039886;0.0014443536063080131;-0.010472682252792076;-0.026916601460788225;-0.0203008571163803;0.010567027187645461;-0.004687359863673635;0.019339425424402812;-0.014759934425052634;0.008154225330986087;0.014682483299494176;0.0045861960579676175;0.012611862080120995 +152;-0.02301601354965177;-0.01608840600706407;-0.01735254186721924;0.01832898925845916;;;0.013536594459081952;;;;;;0.028760636573067933;0.008200684526500801;;;;-0.020226893400472012;-0.00011815387212399386;;;-0.017866186607327306;-0.004538986632518283;-0.015349385096852242;;;0.005570326566992412;-0.013365231834900237;-0.0016959075473091945;;;-0.005304439204236955;;;;;-0.003837239184424579;;;0.0016175454059501604;0.003546559421865547;-0.002447792218610245;0.008798047559805178;-0.0016629487291168754;0.005146506940663653;0.006232132572245697;-0.0012146037368577778;0.0022293453625373827;0.03328122412677903;-0.011633582416916699;0.00976307506070051;-0.02086135706204084;0.0027338532893970147;0.028327428396341947;0.011256582720438058;0.005883959608632416;0.0012087861220564378;-0.010780976557892341;-0.027496699752798115;-0.020754962823657408;0.010532192929945783;-0.004983391857290798;0.01932730583679909;-0.015183004317734117;0.008162597886219314;0.014703727262162958;0.004552881135121312;0.012641202973383447 +153;-0.023458153930463244;-0.016495792226531192;-0.017707106977768117;0.018746753325129872;;;0.0135372629297692;;;;;;0.028931469974845525;0.008056957940975051;;;;-0.020289196430895107;-0.0001868617302174247;;;-0.017954647238358823;-0.00461505546153651;-0.01550558141379943;;;0.005518282142097486;-0.013606482511293816;-0.00175399358838646;;;-0.007186501868385431;;;;;-0.006348638732306622;;;0.0010452028755529863;0.0031579118191775724;-0.0033643834209201584;0.008555258061527904;-0.002253748047128745;0.004812875907112768;0.00637979463263072;-0.001618592446346434;0.0020485717003021486;0.03338779938900682;-0.011960052389246911;0.009738097408523716;-0.02131718728732368;0.0025431437442215987;0.02836647647360957;0.01130118843884187;0.005844770430719182;0.000999590776018966;-0.011055376499822245;-0.02801298173472766;-0.02115911610835397;0.010501198499851316;-0.005246961478934775;0.01931652191510347;-0.015559558609540503;0.008170047846415951;0.014722630376431511;0.004523239786436317;0.012667311057717456 +154;-0.023864771627005732;-0.016870448236060653;-0.018033185417351216;0.019130953331669698;;;0.013537628211141906;;;;;;0.029093153496508872;0.00792094902097884;;;;-0.020347461416824197;-0.0002511750563425341;;;-0.018037374423169217;-0.004686193734247501;-0.015651653850853098;;;0.0054696106740991235;-0.013832095944122047;-0.0018083143774747512;;;-0.008896922863567802;;;;;-0.008637324209577857;;;0.0005294177168901903;0.002806016909402742;-0.0041975031465986135;0.008335262008537181;-0.0027906657375003086;0.0045106672755527155;0.006513652228485878;-0.001985673920210096;0.0018848484874249838;0.03348010078856545;-0.012242750405079494;0.009716464176962702;-0.021711917113413914;0.0023778934799048024;0.028400295152006372;0.011339819904942594;0.005810827651488326;0.0008181847577022339;-0.011292989992941926;-0.028460068899732516;-0.021509099793213693;0.010474354102734118;-0.0054751551528937625;0.019307182064800088;-0.01588563203389093;0.008176500138877496;0.01473900201418965;0.004497566601240233;0.012689922674238074 +155;-0.024236306576238542;-0.01721279174357382;-0.01833113221807614;0.019482012379908653;;;0.013537666205754917;;;;;;0.029245739978482233;0.007792589824685114;;;;-0.0204019121003175;-0.0003112900995965173;;;-0.01811468585953102;-0.004752674754115671;-0.015788163468350325;;;0.005424125327000651;-0.014042938948207295;-0.0018590787481139737;;;-0.010454382691173159;;;;;-0.010720809176916202;;;5.657570616934837e-05;0.0024854889608142416;-0.004956109400397479;0.008134870259552507;-0.003279571137457027;0.0042353885711788886;0.006635578501904327;-0.0023199375377073173;0.0017357155748576325;0.03355686382676648;-0.012477854060815474;0.00969847276033331;-0.02204019329802165;0.002240452213776223;0.0284284207317822;0.01137194786059692;0.005782598764464408;0.0006672758682082502;-0.011490599758325004;-0.028831889424290047;-0.021800165638988567;0.01045202869962747;-0.005664927972333977;0.01929941450741479;-0.016156810234900565;0.00818186620537853;0.01475261753984547;0.0044762152997438465;0.012708727678740206 +156;-0.02457195739140805;-0.017522064982564922;-0.01860030134766244;0.019799161544731825;;;0.01353735560523206;;;;;;0.02938923454383313;0.007671869585858859;;;;-0.020452733458946937;-0.00036740218087016885;;;-0.018186844195147378;-0.004814724424460071;-0.015915574069865768;;;0.005381671608631233;-0.014239727987170658;-0.0019064592582058726;;;-0.011878487150745576;;;;;-0.012625464314592882;;;-0.00037373893721714957;0.0021920346725172735;-0.005649745842994935;0.007951486334936475;-0.003726613778698984;0.003983429056792942;0.006747134852337744;-0.002625587293468068;0.0015992036931482545;0.03361627244558463;-0.012659822874812487;0.009684549036807155;-0.022294270520177406;0.0021341194703001776;0.028450187558543227;0.011396812617015195;0.005760752603188646;0.0005506162806567794;-0.011643547114284836;-0.029119664799883704;-0.022025438674013298;0.010434750980464536;-0.005811823402418259;0.01929340310035421;-0.016366696852626816;0.008186019122213728;0.01476315489575597;0.004459691554791978;0.012723281341368797 +157;-0.024870399410487853;-0.01779704722255615;-0.01883963043212178;0.020081149106472518;;;0.013536661133842554;;;;;;0.029523575389444057;0.007558842361721441;;;;-0.020500074322163386;-0.00041967279492682863;;;-0.018254060747431966;-0.0048725244770038145;-0.01603425879605025;;;0.005342125202211001;-0.014423039423925532;-0.0019505946971779542;;;-0.013187108643228918;;;;;-0.014375709754178123;;;-0.0007694454593545341;0.001922280641314611;-0.006287134134489669;0.00778295739456214;-0.004137404387283938;0.003751861662271483;0.0068496489074302835;-0.002906450571583896;0.0014737338539428935;0.03365554521643421;-0.01278010621011827;0.009675344508768058;-0.022462222282841893;0.0020638062787790012;0.028464576890999904;0.011413249564841577;0.005746310528534027;0.0004734153355956394;-0.01174464771914252;-0.02930989451788424;-0.02217435358578257;0.010423329124940928;-0.005908916132950637;0.019289429151446935;-0.016505436715892774;0.008188764439529317;0.014770120701624201;0.004448768131264047;0.012732902125010548 +158;-0.02513003059662755;-0.018036275906052945;-0.019047837089658737;0.02032646963507534;;;0.013535549868431307;;;;;;0.02964871306032646;0.007453576149840435;;;;-0.020544048989283747;-0.0004682270771556585;;;-0.01831649780464839;-0.004926214476950186;-0.016144504209619992;;;0.005305390639879004;-0.014593315905599535;-0.001991591650594149;;;-0.014395158722610546;;;;;-0.01599167146543401;;;-0.0011355192913908851;0.001673581495209464;-0.006875543831571296;0.007627489102750018;-0.004516623824215027;0.0035382856360837156;0.00694423743081396;-0.003165723969931089;0.001358026109231858;0.033670825719101405;-0.012826909119731944;0.009671763143271894;-0.022527571980524685;0.002036453672075389;0.028470175548480192;0.011419645055611438;0.005740691392056574;0.0004434017432632942;-0.01178398634018496;-0.02938391163317311;-0.02223229447349251;0.010418885082166707;-0.00594669709327178;0.019287882946859458;-0.016559420152236992;0.008189832621989246;0.014772831038164735;0.004444517977120421;0.012736645502893884 +159;-0.02534729171213901;-0.01823646301362125;-0.019222065723468296;0.020531754760684695;;;0.013533977024760224;;;;;;0.02976430295157595;0.007356337094697407;;;;-0.02058474652829201;-0.0005131746445925511;;;-0.018374282033714384;-0.004975904404849407;-0.016246534952284453;;;0.005271394460019785;-0.014750906684112719;-0.0020295351384417293;;;-0.015512946530590987;;;;;-0.017486875214720365;;;-0.0014740389398966158;0.0014435055804687957;-0.007419990389601061;0.0074836385660534965;-0.004867510181744694;0.003340676769724382;0.007031759201486798;-0.0034056262142457827;0.0012509720162761084;0.03365656623850155;-0.012783232699601577;0.009675105150113827;-0.022466587618471534;0.002061976433402002;0.0284649509828534;0.011413676965311037;0.005745934987958501;0.0004713991077549551;-0.011747275658955392;-0.02931483865083795;-0.02217822311700024;0.010423032147839795;-0.005911439399773677;0.01928932582580556;-0.016509042484899705;0.008188835832543373;0.014770301842240707;0.004448484041547629;0.012733152309039375 +160;-0.025517209413167374;-0.018393025375503247;-0.01935832772912327;0.02069230506935882;;;0.013531893436694808;;;;;;0.02986989951457586;0.007267493824725246;;;;-0.020622212426066988;-0.000554556178657295;;;-0.018427477922177138;-0.005021649131869643;-0.016340464381571218;;;0.005240098106549906;-0.014895985318948535;-0.0020644664114821687;;;-0.016549653309676726;;;;;-0.0188735661756545;;;-0.0017878262800583578;0.0012300245165255408;-0.007924942292694026;0.007350191901868586;-0.005192944134049693;0.0031573454662578992;0.007112945210903943;-0.0036281276198922296;0.0011516483671276667;0.03360419761280742;-0.012622833069135364;0.009687378968734617;-0.022242624500448782;0.002155721431830404;0.028445763486962594;0.011391758797255624;0.005765192621477233;0.0005742877839565175;-0.011612457038273849;-0.029061169991051905;-0.021979648570990218;0.01043826257343472;-0.00578195989993624;0.019294624899560464;-0.016324032892051754;0.008185175043640469;0.014761013180899507;0.004463049863501212;0.01272032329935402 +161;-0.025633170605457334;-0.01849987389892571;-0.01945132082976475;0.02080187441688397;;;0.013529233970920762;;;;;;0.029965115615739668;0.0071873978047962694;;;;-0.020656451819564936;-0.0005923689369349283;;;-0.018476092588025406;-0.005063453935769124;-0.016426304254760105;;;0.005211496622246958;-0.015028568416459054;-0.002096388711719799;;;-0.017513479862969028;;;;;-0.020162757835543443;;;-0.002079528491052973;0.0010314972680403045;-0.008394395543057653;0.00722611446000232;-0.005495500085906824;0.0029868773323202813;0.007188428425664417;-0.0038349874921270177;0.001059290479682895;0.03350040423362888;-0.012304928708201768;0.009711705467184029;-0.021798739097808495;0.002341530908565481;0.028407734285699426;0.01134831751587928;0.0058033610076893005;0.0007782448635391681;-0.011345252680814433;-0.02855840875162219;-0.021586081885032193;0.010468449021141524;-0.005525340546071789;0.019305127560819813;-0.015957352263805902;0.008177919436088366;0.014742603251345798;0.004491919137229461;0.01269489648477018 +162;-0.025684605914717218;-0.018547266597154;-0.019492568279817157;0.020850474291869592;;;0.01352592910406658;;;;;;0.030049035522541123;0.007116796042007323;;;;-0.020687435318631042;-0.000626582079346738;;;-0.018520084309021634;-0.005101282985286226;-0.016503980941447893;;;0.005185614574324537;-0.01514854235356955;-0.002125274743738803;;;-0.01841128036974804;;;;;-0.0213636327545772;;;-0.0023512528366326224;0.0008465291090854477;-0.008831689194556458;0.007110532859777252;-0.005777329682743915;0.0028280763714333412;0.0072587419301549105;-0.004027676640376565;0.0009732512233657786;0.03332308033089859;-0.01176185884236558;0.00975326640174945;-0.02104044075654299;0.0026590509707808963;0.028342763565777584;0.011274101352017452;0.0058685712686039615;0.0011268784239355512;-0.010888788364765922;-0.027699521688514528;-0.02091373684701514;0.010520021587466566;-0.005087002697599985;0.0193230708660157;-0.015330950727263648;0.008165523651553541;0.014711150986054689;0.004541241886776404;0.012651456414871753 +163;-0.025656161507616404;-0.018521057775442773;-0.019469757871764193;0.02082359791108679;;;0.013521882601859714;;;;;;0.03012078114787098;0.007056439579313345;;;;-0.020715088454560826;-0.0006571147817591161;;;-0.01855934736746956;-0.005135045458748433;-0.016573307853773422;;;0.0051625142282600844;-0.015255619116664398;-0.002151055250634415;;;-0.019248823889915556;;;;;-0.02248391138402117;;;-0.0026047489030518456;0.0006739252635145077;-0.009239633372737643;0.007002707889443349;-0.006040243919000821;0.0026799289730853326;0.007324336232288509;-0.004207433173844255;0.0008929817190654887;0.03303195283721738;-0.010870076980464383;0.009821497411269808;-0.01979529296634719;0.003180062231491032;0.028236097248839798;0.011152253635299259;0.005975624131507873;0.0016985326322944694;-0.01013923849534537;-0.026289239900734618;-0.019809749519546394;0.010604688492979353;-0.004367055818293775;0.01935252902376261;-0.014302356950159467;0.008145172802097478;0.01465951390734177;0.004622213051553858;0.012580137788777646 +164;-0.02552481531778905;-0.018400034072105886;-0.019364427258138917;0.020699492016653553;;;0.013516982774560704;;;;;;0.030178942867416847;0.007007509358692321;;;;-0.020739298978565412;-0.0006838489711311624;;;-0.018593722496499265;-0.005164605000048339;-0.016634004319378892;;;0.005142289978158576;-0.015349366647219087;-0.0021736267031918777;;;-0.02003116938684424;;;;;-0.023530376390414887;;;-0.0028415723691920247;0.0005127802474610421;-0.009620692084300775;0.0069020041730856185;-0.006285830417217808;0.002541578556982782;0.007385602023965709;-0.004375342237106228;0.000818025827365898;0.032545772291496355;-0.009380833886476925;0.009935443987726389;-0.01771594798820586;0.004050365849803228;0.028057964675498148;0.010948769437801875;0.006154405584456235;0.0026538407162988165;-0.00888752053413322;-0.023934125801648554;-0.017966133424621056;0.010746083427656927;-0.0031646298332161926;0.01940172428580489;-0.012584646155819001;0.008111186930594427;0.014573280157786916;0.0047574371499155;0.012461036129649328 +165;-0.025253199414704275;-0.018149765730301137;-0.01914661019316144;0.020442849398134233;;;0.013511089255461073;;;;;;0.030221884832728252;0.006971384340799247;;;;-0.02075990360245683;-0.0007066065139724742;;;-0.018622977949274255;-0.005189762689304267;-0.01668566152764317;;;0.005125078407961947;-0.01542915384709298;-0.002192837472137499;;;-0.020762365591883825;;;;;-0.024508431511299555;;;-0.003062926026829671;0.0003622999938586169;-0.009976838424002488;0.006807893013992983;-0.006515361119930563;0.002412295813855714;0.00744285949907092;-0.004532273688653721;0.0007479885396525221;;;;;;;;;;;;;;;;;;;; +166;-0.024777788059432537;-0.017711717530480398;-0.018765363130853863;0.019993644843071645;;;0.013504021490959639;;;;;;0.030247094127573426;0.006950176124478569;;;;-0.020776611998861494;-0.0007250566627432509;;;-0.01864670126356016;-0.005210162676577035;-0.01672755006690063;;;0.005111121014350184;-0.015493851843525475;-0.002208414771099454;;;-0.021445676860257334;;;;;-0.025422427876987452;;;-0.0032697689623437665;0.00022174825854603952;-0.01030966098698044;0.00671993877313215;-0.006729860187073999;0.002291466059316183;0.007496369570606176;-0.004678928075938615;0.0006825288435780008;;;;;;;;;;;;;;;;;;;; +167;-0.023981098805843537;-0.016977644575659978;-0.018126473711724822;0.019240874967978105;;;0.013495547110226713;;;;;;0.03025154079042336;0.006946435362272796;;;;-0.020789075591649386;-0.0007388188843089338;;;-0.018664397584511105;-0.005225379860524848;-0.01675879654362089;;;0.0051007095062800545;-0.015542112859940893;-0.0022200344433199737;;;-0.022083993993980755;;;;;-0.026276235706747197;;;-0.0034629839495131653;8.983168106480033e-05;-0.010620567943233683;0.006637771657641567;-0.00693023508367141;0.002178581916317257;0.007546357672778781;-0.004815925769037388;0.0006213714954358407;;;;;;;;;;;;;;;;;;;; +168;-0.02261210427269733;-0.015716219817311083;-0.017028630790932864;0.017947333004791788;;;0.013485360507673239;;;;;;0.030230816432828878;0.006963869849144322;;;;-0.020796874854192016;-0.0007474323496032831;;;-0.018675471344728578;-0.005234902463358337;-0.01677834973682124;;;0.005094194512481609;-0.015572313605879406;-0.0022273059670011586;;;-0.022679661264927375;;;;;-0.027072992479907576;;;-0.0036432842987281777;-3.2438952372926266e-05;-0.010910701198974526;0.006561091146404463;-0.007117221710214616;0.0020732305499201464;0.007593006881232878;-0.004943769871874559;0.0005642919545205682;;;;;;;;;;;;;;;;;;;; +169;;;;;;;0.013473048599207171;;;;;;0.03017873555374484;0.00700768363755655;;;;-0.02079929263174829;-0.0007501020976945494;;;-0.01867890421299767;-0.005237854428929545;-0.016784411194362914;;;0.005092174798031701;-0.015581675650559346;-0.0022295600609634203;;;-0.023234511337287156;;;;;-0.02781515046943772;;;-0.0038112265267947754;-0.00014674828928562533;-0.011180953436891239;0.0064896619703773695;-0.007291395366474551;0.0019750883477740455;0.007636460447987714;-0.0050628537022126;0.000511113423923959;;;;;;;;;;;;;;;;;;;; +170;;;;;;;0.013458044832220128;;;;;;0.03008635024100137;0.0070854052871147655;;;;-0.020795559931300667;-0.0007459804403895376;;;-0.01867360436315696;-0.005233297035040163;-0.016775053199567402;;;0.005095292942312479;-0.015567222025627325;-0.0022260800821143345;;;-0.023750014377968753;;;;;-0.028504682109961044;;;-0.003967264428762829;-0.00025288729810823973;-0.011432040510085284;0.006423301785649982;-0.00745321725296727;0.0018839149992402326;0.007676831277465657;-0.005173492463818874;0.0004617129267218134;;;;;;;;;;;;;;;;;;;; +171;;;;;;;0.013439537505449017;;;;;;0.029940092583085498;0.007208451031051055;;;;-0.020784400608544418;-0.0007336566542057721;;;-0.018657759841971433;-0.005219671992796493;-0.016747076217192736;;;0.005104614770621074;-0.015524010507637409;-0.002215675962802921;;;-0.024227198718118848;;;;;-0.029142966497352152;;;-0.004111716063690984;-0.00035131667208077033;-0.011664464223991755;0.006361883995533946;-0.007603010714532454;0.0017995486162237784;0.0077141982747029325;-0.0052759071472618935;0.00041601509275179804;;;;;;;;;;;;;;;;;;;; +172;;;;;;;0.013416318827873974;;;;;;0.029718201363456487;0.0073951094175330745;;;;-0.020764235975746503;-0.0007113877637321409;;;-0.018629129186503335;-0.005195051918365112;-0.016696522562384297;;;0.005121459041738774;-0.015445928321633495;-0.002196876005272075;;;-0.024666123111083182;;;;;-0.029730069775929513;;;-0.004244578892318995;-0.0004417227700833637;-0.011878252528606803;0.00630538543416681;-0.007740794054708844;0.001721931891344508;0.007748570894814788;-0.005370110530428351;0.00037396801737366037;;;;;;;;;;;;;;;;;;;; +173;;;;;;;0.013386493290082901;;;;;;0.029384020283217183;0.007676246313401469;;;;-0.020732672076358233;-0.0006765331366511695;;;-0.018584313395521634;-0.005156514252925959;-0.016617390827295186;;;0.005147825926251182;-0.015323706967165784;-0.0021674488661489466;;;-0.02506652780387486;;;;;-0.0302656452069876;;;-0.0043657754989199216;-0.0005241427051561054;-0.01207327880851422;0.006253839749656986;-0.007866485651683408;0.001651109143402163;0.007779928633910638;-0.005456046794669378;0.000335590818327125;;;;;;;;;;;;;;;;;;;; +174;;;;;;;0.013346898530910867;;;;;;0.02886779391060168;0.008110522812556642;;;;-0.02068616339690016;-0.0006251716448226752;;;-0.01851827825724095;-0.0050997293419966505;-0.016500791407030313;;;0.005186676570569704;-0.015143614850978815;-0.0021240878317577705;;;-0.025427709669822773;;;;;-0.030748757575308705;;;-0.00447510045675259;-0.0005985055689119445;-0.012249200268797;0.006207343962569611;-0.007979864435039286;0.0015872250072428429;0.00780821438494822;-0.005533564683749936;0.0003009721301885371;;;;;;;;;;;;;;;;;;;; +175;;;;;;;;;;;;;;;;;;-0.020619240528553767;-0.0005512682369741562;;;-0.01842325817753515;-0.005018019966641751;-0.01633301300348411;;;0.005242580269242403;-0.014884475424115085;-0.002061694679173165;;;-0.025748416353799763;;;;;-0.03117773589711481;;;-0.004572182419077864;-0.0006645942226120027;-0.012405407929465317;0.006166065898569384;-0.008080537855716774;0.0015305252495085853;0.00783332822676669;-0.005602395715926911;0.0002702660472270191;;;;;;;;;;;;;;;;;;;; +176;;;;;;;;;;;;;;;;;;-0.02052285578593352;-0.00044488266161568646;;;-0.018286407573660346;-0.004900343604618329;-0.01609137737617583;;;0.005323097685277389;-0.014511268375009267;-0.001971840946113579;;;-0.026025456568260052;;;;;-0.03154830114071161;;;-0.004656039350506513;-0.0007216363005345672;-0.012540346936823044;0.006130401818346565;-0.008167504080835164;0.001481523613666269;0.00785502453730258;-0.00566185515257428;0.0002437115435947046;;;;;;;;;;;;;;;;;;;; +177;;;;;;;;;;;;;;;;;;-0.02038062132725732;-0.00028781626290497186;;;-0.018084455897955598;-0.004726677711692773;-0.01573478425078645;;;0.005441908957781072;-0.013960489499974083;-0.0018392258589585708;;;-0.026255531952052324;;;;;-0.03185604858825353;;;-0.004725681825308525;-0.0007690200703063255;-0.012652409862109582;0.006100785495476435;-0.008239726933505775;0.0014408350923396096;0.007873042185374934;-0.00571123440603849;0.0002216670248510466;;;;;;;;;;;;;;;;;;;; +178;;;;;;;;;;;;;;;;;;-0.020159506589099985;-4.3829870037592755e-05;;;-0.01777050667831792;-0.0044567035270695055;-0.015180435952899085;;;0.005626613600551833;-0.013104270548516705;-0.0016330685749301743;;;-0.02643318905712455;;;;;-0.03209368144518976;;;-0.004779458829307859;-0.0008056127763832466;-0.012738942322402524;0.006077917064059246;-0.008295495828732569;0.001409418586342026;0.007886954842735217;-0.00574936397771042;0.0002046482070503508;;;;;;;;;;;;;;;;;;;; +179;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;-0.02655068019878737;;;;;-0.03225083685495611;;;-0.004815022262239732;-0.0008298081558790749;-0.012796168543717068;0.006062792853814392;-0.008332377250473477;0.0013886394226841903;0.007896155841993047;-0.005774580057170131;0.00019338909286048533;;;;;;;;;;;;;;;;;;;; +180;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;-0.02659711332836112;;;;;-0.03231294532252171;;;-0.004829077689019523;-0.0008393719231890584;-0.012818785165547963;0.006056815787601755;-0.00834695334019725;0.0013804280751640308;0.007899792150318552;-0.005784545830999965;0.00018894079816389464;;;;;;;;;;;;;;;;;;;; +181;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;-0.02655707483263159;;;;;-0.03225938994223676;;;-0.004816958177019215;-0.0008311252847406081;-0.012799283651190374;0.006061969576196313;-0.008334384916063808;0.0013875083174172964;0.007896656705935867;-0.005775952716879196;0.0001927762216820117;;;;;;;;;;;;;;;;;;;; +182;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;-0.026406847516833976;;;;;-0.03205844727983975;;;-0.004771485182581192;-0.0008001872359760798;-0.012726111897168157;0.006081307867122243;-0.008287226802834724;0.0014140769408472753;0.00788489195998987;-0.005743710387173362;0.00020717189644881007;;;;;;;;;;;;;;;;;;;; +183;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;-0.026110296628136354;;;;;-0.03166178233848704;;;-0.004681719248289529;-0.0007391047653571015;-0.012581669918898808;0.006119480260446952;-0.008194136120192652;0.001466517678089807;0.007861668683946887;-0.005680063666223201;0.0002355796795353582;;;;;;;;;;;;;;;;;;;; +184;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;-0.02560919250687288;;;;;-0.030991509556395624;;;-0.004530036992670405;-0.0006359023269356667;-0.012337595410343322;0.006183985013298754;-0.00803683372613656;0.0015551380278450155;0.007822425979195913;-0.005572514938453177;0.0002835937209266781;;;;;;;;;;;;;;;;;;;; +185;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;-0.024801221979635635;;;;;-0.02991077820611987;;;-0.004285475533541416;-0.00046957397362301645;-0.011944056039962903;0.006287996786824346;-0.007783203424007623;0.0016980462919259365;0.007759150255386205;-0.0053991060783922795;0.0003610313587095737;;;;;;;;;;;;;;;;;;;; +186;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;-0.023487800613719356;;;;;-0.028153959139030182;;;-0.0038879140452066085;-0.00019866496183018612;-0.011304323901280167;0.006457069137344451;-0.007370905522643245;0.001930325445396508;0.007656292202378512;-0.0051172151151304135;0.0004868699913154195;;;;;;;;;;;;;;;;;;;; +187;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;-0.021223907093666616;;;;;-0.02512572671391733;;;-0.0032025167232859753;0.00026629931606048096;-0.010201634976152257;0.006748418706617132;-0.006660240297717057;0.0023305145243521785;0.007479024619309604;-0.004631329811398022;0.000703639901204256;;;;;;;;;;;;;;;;;;;; +188;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +189;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +190;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +191;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +192;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +193;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +194;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +195;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +196;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +197;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +198;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +199;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +200;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +201;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +202;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +203;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +204;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +205;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +206;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +207;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +208;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +209;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +210;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +211;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +212;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +213;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +214;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +215;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +216;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +217;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +218;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +219;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +220;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +221;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +222;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +223;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +224;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +225;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +226;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +227;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +228;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +229;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +230;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +231;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +232;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +233;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +234;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +235;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +236;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +237;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +238;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +239;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +240;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +241;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +242;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +243;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +244;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +245;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +246;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +247;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +248;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +249;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; diff --git a/example/spline_coordinate_inc_wheat_10.csv b/example/spline_coordinate_inc_wheat_10.csv new file mode 100644 index 0000000..65c57df --- /dev/null +++ b/example/spline_coordinate_inc_wheat_10.csv @@ -0,0 +1,251 @@ +;Auzeville_PP_2011_M13;Auzeville_PP_2011_M14;Auzeville_PP_2011_M15;Auzeville_PP_2011_M16;Auzeville_SGs_2007_M36;Auzeville_SGs_2007_M37;Auzeville_SGs_2007_M38;Auzeville_SGs_2007_M39;Auzeville_SGs_2007_M40;Auzeville_SGs_2007_M42;Auzeville_SGs_2007_M44;Auzeville_SGs_2007_M45;Auzeville_SGs_2007_M47;Auzeville_SGs_2007_M50;Auzeville_TE_2006_M10;Auzeville_TE_2006_M8;Auzeville_TE_2006_M9;Auzeville_TO_2013_M36;Auzeville_TO_2013_M37;Auzeville_TO_2013_M39;Auzeville_TO_2013_M40;Auzeville_TO_2013_M45;Auzeville_TO_2013_M47;Auzeville_TO_2013_M48;Auzeville_TO_2013_M51;Auzeville_TO_2013_M53;Auzeville_TO_2013_M57;Auzeville_TO_2013_M58;Auzeville_TO_2013_M63;Auzeville_TO_2013_M64;Auzeville_ZN_2012_M23;Auzeville_ZN_2012_M24;Auzeville_ZN_2012_M25;Auzeville_ZN_2012_M26;Auzeville_ZN_2012_M27;Auzeville_ZN_2012_M28;Auzeville_ZN_2012_M29;Auzeville_ZN_2012_M30;Auzeville_ZN_2012_M31;Auzeville_ZN_2012_M32;Auzeville_ZN_2012_M33;Auzeville_ZN_2012_M34;Auzeville_ZN_2012_M35;Auzeville_ZN_2012_M36;Auzeville_ZN_2012_M37;Auzeville_ZN_2012_M38;Auzeville_ZN_2012_M39;Auzeville_ZN_2012_M40;Auzeville_cochard_2010_M21;Auzeville_cochard_2010_M22;Auzeville_cochard_2010_M23;Auzeville_cochard_2010_M24;Auzeville_cochard_2010_M25;Auzeville_cochard_2010_M26;Auzeville_cochard_2010_M27;Auzeville_cochard_2010_M28;Auzeville_cochard_2010_M29;Auzeville_cochard_2010_M30;Auzeville_cochard_2010_M31;Auzeville_cochard_2010_M32;Auzeville_cochard_2010_M33;Auzeville_cochard_2010_M34;Auzeville_cochard_2010_M35;Auzeville_cochard_2010_M36;Auzeville_cochard_2010_M37;Auzeville_cochard_2010_M38;Auzeville_cochard_2010_M39;Auzeville_cochard_2010_M40 +0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0;0.0 +1;0.013765608965183387;0.010509954699136497;0.012997600750456051;0.011393290672297754;0.0030186269602448814;0.004138900931377328;0.0029272429259534667;0.003628434532798607;0.0039581683184512165;0.004453077644118859;0.0027857353701777905;0.0030249265910727192;0.004413567888072791;0.005249266814520182;0.010040302208271349;0.00879269565556203;0.009939176022319519;0.004445116199725712;0.003619939653562217;0.003220330856366493;0.0038372107054171884;0.003780665831459595;0.004419190337712045;0.011232129357125375;0.004334645257909962;0.004145062910843136;0.004474239899379309;0.004620775755937791;0.0024805957302962843;0.004449190818702154;0.003749843095294629;0.0032438577246074233;0.004937574880053439;0.002164155939101326;0.006765573669949354;0.004162364649875535;0.002757705878521992;0.004151159338347472;0.01091620798940186;0.004619333677359168;0.0029413485321980247;0.005460074576538366;0.0023104094168211347;0.010879431546480151;0.005137415282859022;0.004815024331674202;0.0060024719427714595;0.007066752301577686;0.006437753260865718;0.011021642312396634;0.02030325200629073;0.007561147854568283;0.008955697838660813;0.014994140922502504;0.02007661598451363;0.010662330266682105;0.008757895324877047;0.017003552397042498;0.020216798488880968;0.007642804305562946;0.0049563806384630895;0.011940261861851226;0.020483051265446073;0.008795881488053115;0.007101984138051463;0.013255520187417092;0.021301944935376523;0.008622256031468897 +2;0.013705385510406929;0.010249367259854036;0.012710770898647165;0.011276791806618456;0.002903114455836611;0.004014150239993452;0.002796431111056751;0.0034565506847715408;0.0037653336129024138;0.0043202864043977145;0.002594754162451504;0.0027884599822094788;0.004347778639027241;0.005196482520812233;0.00953033967562296;0.0086204225904061;0.009607325870009543;0.004538072993414445;0.003420485506634007;0.003144366188153015;0.0037558436210646177;0.0036745882435030067;0.004410035295154632;0.011218484870360545;0.00421136866309892;0.0040939102724606045;0.0043429530228632695;0.00468531934180347;0.0023860543316351402;0.004334373450543847;0.0037474142125259267;0.0030933838132619286;0.0048615214890093085;0.0018942416954665013;0.006568291745525589;0.004153420269349608;0.002687278960718213;0.004037543449797758;0.0109475028326315;0.0044970886910328895;0.0028474424638252403;0.005189430690535608;0.00230033812062167;0.010567935517275084;0.005136156171348537;0.004329236282453473;0.0055905872220372394;0.0066633656097430894;0.006155525062640174;0.01087776897773738;0.020248779541989084;0.007042008614240366;0.008698513165138394;0.014872786425207073;0.02000776581260886;0.01028514042679373;0.008295896727224056;0.01698255632794424;0.020164594603843306;0.007206537007325101;0.00460018217902677;0.011850693940053541;0.020369824135558757;0.008394852333943529;0.00692663554865275;0.013228290387427465;0.021399047672653854;0.008222660597092321 +3;0.013664751110091966;0.010073542284852854;0.012517239434874212;0.01119818691616192;0.002828985198013028;0.003934092597309587;0.0027124835096005266;0.003346245309919959;0.0036415831160927677;0.004235068817770403;0.0024721924984026115;0.0026367077727279184;0.004305559115912249;0.00516260881808135;0.009176908933181068;0.008501026508457438;0.009377334350906767;0.004601355703822061;0.0032847047420803913;0.0030926519027153114;0.003700451510498629;0.00360237414401382;0.004403802803293593;0.011208308899200006;0.004127446059421915;0.004059087109198445;0.004253577307581167;0.0047292589572440966;0.0023216938609339913;0.00425620955177892;0.0037457019412890646;0.0029873087093421624;0.004807907233589686;0.0017039799384512624;0.006429218090884828;0.004147114822903459;0.002637631464779548;0.003957449966264117;0.010969564574592652;0.004410912073468757;0.0027812436226830424;0.00499864338402569;0.002292984579046727;0.010348346685463878;0.005135268544729073;0.003986798986844297;0.005300237898642498;0.006379004345940555;0.005964300059956094;0.010773204779202579;0.020209189645256524;0.006690264008187391;0.00852425633081464;0.014784588004399135;0.01995772641837;0.010029573579909603;0.007982867655583772;0.016967296628520347;0.020126653477871875;0.006910942366761288;0.0043588387133973155;0.01178559743161136;0.02028753233206463;0.008123133233751113;0.006807827150479843;0.013208500101305462;0.021469621230233472;0.007951912933851377 +4;0.013635699213125137;0.00994783452372602;0.012378872290349549;0.011141987675853934;0.002777848756965323;0.0038788660510947134;0.002654574559165056;0.0032701544292547836;0.0035562176638682854;0.004176282740476992;0.002387649344698317;0.002532030366878376;0.004276434110603007;0.005139241025275467;0.00891906069025123;0.008413921521204046;0.009209543718437865;0.004646851918050811;0.0031870847864129154;0.003055472178229778;0.0036606276619893952;0.0035504561075800026;0.004399322013503836;0.011200431721751829;0.004067110233539145;0.00403405125803712;0.004189320969712144;0.004760848781719789;0.0022754220046774572;0.004200013971757835;0.0037444348701832896;0.002908811864597483;0.004768232695903337;0.0015631769168890893;0.0063263028848432636;0.00414244882452308;0.0026008921370868736;0.003898180440178159;0.010985890112201586;0.004347141031999992;0.002732256074507033;0.0048574582455308095;0.0022874234106040918;0.010185849887317848;0.005134611706140085;0.0037333828536629896;0.005085373169786633;0.006168572336738887;0.005826692269309083;0.010694007556436985;0.020179204207398195;0.006437144014893811;0.008398859112009764;0.01471778633495286;0.019919826512049883;0.009845664699052441;0.007757608102130675;0.016955738916331876;0.02009791682167049;0.006698228788709262;0.004185164772375096;0.011736293205083764;0.020225204379594117;0.007927600915391353;0.006722331273547738;0.01319351091549436;0.021523073651151026;0.007757079665905456 +5;0.013614163495608574;0.009854651064834213;0.01227630453518487;0.011100328271407833;0.0027411177549305013;0.003839197663723412;0.002612978465785157;0.0032154979805834403;0.00349489910621416;0.0041340576173164445;0.0023269193221490247;0.0024568359115135167;0.004255514546375676;0.00512245680222383;0.008724584721121233;0.008348222717813568;0.009082989454120866;0.00468070709557496;0.0031144486899628947;0.0030278067977026705;0.0036309947141824634;0.0035118241646911776;0.004395987788292508;0.011194169599474058;0.004022214676564547;0.0040154218893183255;0.004141508230760607;0.004784355623983588;0.002240991760824299;0.004158199023954253;0.0037434665574293813;0.00284882410708333;0.004737912973527603;0.0014555763977317808;0.006247654171775176;0.004138883006988833;0.0025728155950252244;0.0038528861250823852;0.010998366315885959;0.004298406608122068;0.002694819378041979;0.004749563797064836;0.002283117412313176;0.010061668380384595;0.005134109741230148;0.0035397232049332768;0.0049211730973417155;0.006007759329267354;0.005723802771878488;0.010632316915691574;0.020155847288650094;0.006247890784677457;0.008305098165425961;0.014665751447344638;0.01989030466099713;0.00970815473110613;0.007589182766806736;0.01694673613993998;0.020075532633516913;0.006539184718164361;0.004055312385265537;0.011697887900316964;0.0201766543902291;0.007781401431824486;0.006658404795907551;0.013181835214888284;0.021564709722618314;0.007611402968975736 +6;0.013597859140040858;0.0097841018146715;0.012198650660492985;0.01106878839988995;0.0027140941110430448;0.0038100126984507085;0.002582375690321293;0.003175286648539496;0.003449786453834529;0.00410299159168916;0.002282240648312105;0.002401516487861924;0.004240123310356617;0.005110108023621204;0.008574856473110813;0.008297642698113249;0.00898555665498793;0.004706402504045713;0.0030593137160448286;0.0030068081686526384;0.0036085027316718477;0.003482501493084173;0.004393457109314453;0.011189094596728733;0.0039881377370894755;0.00400128200316819;0.0041052170252536095;0.004802196991027338;0.002214857912127591;0.00412646046672132;0.0037427104536803153;0.0028019832792739504;0.0047142379792300335;0.001371559848245359;0.006186241900359324;0.0041360986510546385;0.0025508922175128644;0.0038175183787457316;0.011008108323139622;0.00426035267033429;0.0026655872244626417;0.004665315580902007;0.0022797319631998603;0.009964702148268091;0.0051337177835962325;0.0033885084897815054;0.0047929598699878;0.0058821904568834155;0.0056450108233366755;0.010583278482980178;0.020137280436600236;0.0061029581965069135;0.008233297874828169;0.014624388206825045;0.019866837209439964;0.009602851612935032;0.007460202779702461;0.016939579652161613;0.020057739021114476;0.006417388315662548;0.00395586935512679;0.011667358978593924;0.02013806122474532;0.007669442840312311;0.006609451343427615;0.013172553974729481;0.021597807291994245;0.007499844635830963 +7;0.013585363318264654;0.00973003235039193;0.012139136130617956;0.01104461594940416;0.0026940264327518053;0.0037883400392797646;0.0025596501511913478;0.003145425816496912;0.0034162859113391307;0.004079922063718669;0.002249062340177542;0.002360436355140782;0.0042286938389482776;0.005100937871635472;0.008458024508084964;0.008258174102366692;0.008909528984385864;0.004726136764668716;0.0030169714408626105;0.0029906814345995875;0.003591229094036332;0.003459982036648244;0.004391513551018359;0.011184920358582331;0.003961967066345298;0.0039904226466003015;0.004077345840104701;0.004815899246502154;0.002194787553614434;0.004102085607642667;0.0037421117588268688;0.002764893935949777;0.004695491739594961;0.0013050341052911769;0.0061376146653397065;0.004133893954110585;0.00253353293198939;0.003789513623066957;0.01101582219701562;0.004230220945309265;0.0026424407283088883;0.004598606443787911;0.0022770443464940233;0.009887922711461584;0.005133407425374239;0.003268774077329655;0.004691438470066783;0.005782762923277528;0.005583737924918661;0.010543791921032247;0.02012233027172111;0.00599025086920197;0.008177462029961093;0.014591082025205787;0.019847941030700714;0.009520962156583906;0.007359900977193232;0.01693381720506551;0.020043411476022885;0.0063226728749957925;0.003878537150334805;0.011642776738123584;0.020106985629059035;0.0075823777657478;0.006571382446169394;0.01316508065771066;0.02162445749135608;0.007413090826898255 +8;0.01357575396751802;0.009688452788839591;0.012093369278600746;0.011026027227887786;0.0026791681126184935;0.0037722934236834697;0.00254282388021692;0.0031233164620131197;0.0033914816533811565;0.004062841196952171;0.0022244964537214106;0.002330019656315168;0.004220231409513987;0.005094148262889571;0.008366382352578583;0.008227215714824342;0.008849893980311774;0.004741334771294778;0.0029843627149808843;0.0029782617946986396;0.003577926186250288;0.0034426392010760386;0.00439001675778828;0.011181452394021199;0.003941812334531461;0.0039820595411931906;0.00405588150062328;0.0048264517958316044;0.002179330865613824;0.004083313868626676;0.003741633899726843;0.0027352899442426894;0.004680529022259558;0.0012519322414894542;0.006098801603895941;0.0041321342346841775;0.0025196771953403183;0.003767160930854555;0.011021979158405873;0.004206170567188132;0.0026239657469373096;0.004545360441031529;0.0022749038082062432;0.00982663926693765;0.005133159707388306;0.0031732018160663955;0.0046104052845106006;0.005703401449749859;0.005535713155632033;0.01051169006914636;0.020110175944029807;0.005901912960934549;0.00813369863653804;0.014564004582131918;0.01983257864534929;0.009456778354306694;0.007281286062254741;0.016929132389796722;0.020031763330654206;0.006248436515524855;0.003817925642875492;0.011622791721874609;0.020081721559968818;0.0075141374993117835;0.006541544532309228;0.013159004925768353;0.02164612396259369;0.0073450945341815704 +9;0.013568403608671453;0.00965664783147932;0.012058361391991415;0.011011808389055591;0.002668347598492233;0.0037606075357612297;0.002530570215372875;0.0031072154136881636;0.003373418053050293;0.004050402119392962;0.0022066064546084167;0.0023078688334239594;0.004214068674635661;0.00508920375332389;0.00829453658207785;0.008202944914793245;0.008803141239666717;0.004752971568050261;0.0029593945189578842;0.0029687522601311474;0.0035677403514052138;0.0034293600361915387;0.0043888706900332905;0.011178549275760521;0.003926380139060583;0.0039756560491816875;0.00403944655381358;0.0048345316717394865;0.002167495871745525;0.004068940619187257;0.003741251266491861;0.0027115854109283806;0.004668548029676034;0.001209412880438453;0.006067723127216436;0.004130725185321059;0.002508582597103598;0.0037492626330761294;0.01102690918627268;0.0041869128930342656;0.0026091724243932288;0.004502725269775715;0.002273201230465361;0.00977756825519907;0.005132961353653452;0.0030966755878609822;0.004545520471892502;0.0056398551309578895;0.0054980295593923395;0.010485477001234547;0.020100251247959333;0.005832596865130477;0.008099358810598492;0.014541894279133147;0.019820034385751084;0.009406415246719382;0.007219599300012938;0.016925306974808013;0.02002225196138066;0.006190185475880711;0.0037703656195147914;0.011606472799764761;0.02006109199978695;0.007460591409469197;0.006518131612998079;0.013154043747777108;0.021663815822223986;0.0072917398834655145 +10;0.013562866597915224;0.009632689252154047;0.012031990050856992;0.01100109736976354;0.002660742973505579;0.0037523946997714552;0.002521958401543834;0.0030958996924802425;0.0033607230701206345;0.004041659940947781;0.0021940336062746778;0.002292301622495288;0.004209737481296001;0.00508572872701802;0.00823863582219593;0.008184060564508003;0.008766764444742906;0.004761741296974341;0.0029405777316731593;0.0029615856320443397;0.0035600640493267666;0.0034193525105184336;0.004388006987104509;0.011176106734025387;0.003914750032482581;0.003970830223162823;0.00402706074554518;0.0048406208376216425;0.002158576694265245;0.004058108567173133;0.003740945499412014;0.0026926428783007918;0.004658973875210963;0.0011754355370816837;0.006042887968595798;0.004129599196174075;0.0024997167771310565;0.003734959901090594;0.011030848834993529;0.004171523867028883;0.002597350917138898;0.004468655081734961;0.002271856390426076;0.009738355058985904;0.005132802846659845;0.00303552304847627;0.004493670464813013;0.005589074670842242;0.005468622700888354;0.010464046249767031;0.020092137221489337;0.005778505443084905;0.008072561241353929;0.01452381779045231;0.019809778710483478;0.00936711372257773;0.007171461349256877;0.01692217947197286;0.02001447585408969;0.006144728665014039;0.003733251763479141;0.011593131110284968;0.02004422610971565;0.007418806071179007;0.006499860999248097;0.013149987691330065;0.021678279957121988;0.007250103942263109 +11;0.01355881630185432;0.009615163730172072;0.012012699602452173;0.010993262319213465;0.0026557828621430885;0.003747037898261016;0.0025163413387597235;0.0030885189962654505;0.003352442744037676;0.004035957877737785;0.002185832875525918;0.002282147752058327;0.004206912485271094;0.005083462164313553;0.00819586454493118;0.00816961166278904;0.008738931578502626;0.004768155222839618;0.002926815844925705;0.002956344200781374;0.003554449857442313;0.0034120333475617867;0.00438737530169897;0.011174046425439704;0.0039062441697547898;0.003967300769717755;0.004018002189807905;0.004845074273400828;0.0021520535235537014;0.004050186370790965;0.0037407030021572724;0.0026776200392351276;0.004651380831005747;0.001148489399089082;0.006023191797582775;0.004128706198666045;0.002492685504280237;0.003723616743747299;0.011033973286068588;0.004159319194472787;0.0025879755650220874;0.004441634896707708;0.0022708092633621883;0.009707256008285772;0.005132677138188754;0.0029870249867958373;0.004452549679865948;0.0055488020431470955;0.005445984214431848;0.010446570266121488;0.020085520530221;0.0057368640679649335;0.008051931431713344;0.014509077080125388;0.01980141558339424;0.00933685791373523;0.007134403034671749;0.01691962910782438;0.020008134723498466;0.006109734416871404;0.00370468030383566;0.01158225145386138;0.02003047259627233;0.007386638182968322;0.006485795562875457;0.013146680125798393;0.02169007493310607;0.007218051069679585 +12;0.013556015564996832;0.009603044939972036;0.011999360387167951;0.010987844455759066;0.002653042125004633;0.0037440779666642263;0.0025132376005222723;0.0030844407536058313;0.0033478674065548983;0.004032807169790882;0.00218130152411488;0.002276537188025299;0.004205351516292075;0.005082209760890001;0.008164118948028556;0.008158887502415293;0.0087182736132798;0.004772598348269715;0.002917282708675792;0.0029527133279973125;0.0035505607619477006;0.0034069631820868584;0.004386937715302686;0.011172307988429706;0.003900351948464248;0.0039648558219296595;0.004011727105672998;0.004848159303138394;0.0021475347720248845;0.004044698466443876;0.0037405134754922853;0.0026658787988947594;0.004645446401170983;0.0011274296593704707;0.006007798047570984;0.004128008265718117;0.002487190137369054;0.003714751378391161;0.01103641523921825;0.0041497805020426215;0.0025806481614985936;0.004420517024881471;0.0022700137972261197;0.009682950216019726;0.005132578889208636;0.002949121149302139;0.004420411423037;0.005517326628204436;0.0054290302705134325;0.01043241668442002;0.020080161750095665;0.00570567824301596;0.008036481945186955;0.01449713875768427;0.01979464238588452;0.00931419949858421;0.007106649904521908;0.01691756359781113;0.02000299911667508;0.0060835269836042455;0.0036832826633401636;0.01157344015175979;0.02001933379043294;0.007362547646365805;0.00647526210610154;0.013144001367429103;0.021699627549683964;0.007194046654851821 +13;0.013554280092790555;0.009595535561292667;0.011991094774942007;0.010984487285967515;0.002652192306249204;0.0037431601822226213;0.002512275226309181;0.0030831762153586476;0.0033464487343856653;0.004031830231384613;0.002179896491221703;0.002274797524664234;0.0042048675073676905;0.005081821428682076;0.008141719934451869;0.008151320657878741;0.008703697674346533;0.004775351200885812;0.002911376057180018;0.0029504636976552603;0.0035481511429145338;0.0034038217841390536;0.004386666595682959;0.011170843968892952;0.003896701216586085;0.003963340977281883;0.004007839156431499;0.004850070716114034;0.002144735011358121;0.004041298246467338;0.0037403692207190406;0.0026569419768702612;0.004640929490724567;0.0011113989537980089;0.005996081230569855;0.004127477046443187;0.002483007394631094;0.003708003589666567;0.011038273885046246;0.004142520219917657;0.002575070965480243;0.004404443168675297;0.0022694339432268867;0.009664450080807768;0.005132504108795899;0.002920269519905684;0.004395949107635216;0.005493369024667488;0.005416861062593564;0.010421100477819634;0.02007587725709692;0.005683294095423286;0.008025392500077042;0.014487593727391668;0.019789227026139916;0.009297935644494465;0.007086729380441942;0.016915912166066943;0.019998893057010858;0.006064715983916072;0.003667924190525071;0.011566395265026369;0.020010428000970942;0.007345255954498767;0.006467701306102705;0.013141859626594338;0.021707265118766306;0.007176816788351456 +14;0.013553461665081146;0.009591994236721663;0.011987196818419282;0.010982904086503292;0.0026529958432313094;0.003744027982914705;0.0025131851893327797;0.003084371886711894;0.0033477901456471088;0.004032753964414;0.002181225008274716;0.002276442450263781;0.00420532515606914;0.005082188611323965;0.008127420907842381;0.008146490184332306;0.008694392756229644;0.004776642724270454;0.0029086049412411982;0.002949408272541934;0.0035470206578640945;0.003402347983176811;0.00438653939812049;0.011169616447016223;0.0038949884595129713;0.003962630279091703;0.004006015108118127;0.004850967470308984;0.00214342149362615;0.004039703017372706;0.0037402638151922477;0.0026504120431247793;0.00463762904540959;0.0010996863436962129;0.005987519955119133;0.004127088889992157;0.002479951132392029;0.0037030730935087505;0.011039631980285597;0.0041372152515994284;0.002570995809085319;0.004392698383284169;0.002269041021889396;0.009650932350985492;0.005132449467486949;0.0028991889951450883;0.004378075251569774;0.005475863837357736;0.0054088494067192905;0.010412231436999014;0.020072519298703795;0.005668557221835499;0.008018091751285608;0.014480112839355463;0.019784982754468217;0.009287228290422667;0.0070736145584282956;0.016914617861216286;0.019995674945177733;0.006052331602833805;0.003657812739746913;0.01156087385621729;0.020003448116420408;0.0073338718772388845;0.006462723652379668;0.013140181043295757;0.021713251042001502;0.007165473410839243 +15;0.013553458547866881;0.009591980744917683;0.011987181969126376;0.010982898055791113;0.0026552722057469266;0.0037464864051368063;0.0025157630444358134;0.0030877591286195064;0.003351590255483372;0.0040353708394112175;0.0021849885657819618;0.0022811023453914656;0.004206621649648738;0.005083228820636554;0.008120248930724397;0.008144067361888066;0.008689725682891475;0.004776653250899432;0.002908582357032695;0.0029493996706480285;0.0035470114441715356;0.003402335971481117;0.004386538361410702;0.01116859481656196;0.0038949745002586564;0.003962624486689222;0.004006000241826291;0.004850974779316411;0.0021434107884422474;0.004039690015944647;0.003740192332173556;0.0026459836291186714;0.004635390777637027;0.001091743194836528;0.005981713942441888;0.004126825653368409;0.00247787846275465;0.003699729371965048;0.011040553001954778;0.004133617573692953;0.002568232154619217;0.00438473340597588;0.002268811933660221;0.0096417650106147;0.005132412411310211;0.002884892793305484;0.004365953715079793;0.005463992320131464;0.005404451817118475;0.01040549120619813;0.020069967334128413;0.005660468225473503;0.008014084364368262;0.014474427559167224;0.01978175721456149;0.009281351025518358;0.007066415865024031;0.01691363422138803;0.019993229260426737;0.006045533854074636;0.0036522626193767685;0.011556677728363912;0.019998143582522;0.007327623173404782;0.0064599914112359325;0.013138905361516157;0.021717800202850468;0.0071592470481272735 +16;0.013554173519300272;0.009595074425566869;0.011990587198547176;0.010984281126881656;0.0026588599810187727;0.003750361113129666;0.0025198260123593247;0.0030930977801545342;0.003357579633845295;0.004039495283628854;0.002190920385800904;0.0022884469365465204;0.004208665036624551;0.005084868278724605;0.008119341582232764;0.008143760841713879;0.008689135235335904;0.004775515263244046;0.002911024042969064;0.0029503296270382423;0.0035480075374513184;0.0034036345673204432;0.004386650437774475;0.011167755256738826;0.0038964836452408044;0.003963250697303113;0.0040076074477942425;0.004850184630866006;0.0021445681553147744;0.004041095604675478;0.0037401510712125816;0.0026434274670712604;0.004634098816295562;0.0010871581303405799;0.0059783626176794225;0.00412667370961111;0.002476682084857816;0.0036977993220790525;0.011041084627588404;0.0041315409364963;0.0025666369273176504;0.004380135871456803;0.002268728852192481;0.009636473474880974;0.005132391021988189;0.0028766406230966504;0.004358956902029962;0.005457139845314166;0.005403285680503481;0.01040063740546271;0.020068129606361895;0.005658323199203258;0.008013021703675849;0.014470333456925777;0.019779434429555043;0.00927979251593683;0.007064506936524925;0.01691292588045168;0.019991468067238283;0.006043731245087877;0.003650790846985233;0.011553656000459489;0.01999432366445475;0.0073259661636013995;0.006459266888850915;0.013137986714825273;0.02172107615248653;0.007157595962399982 +17;0.013555541972928964;0.009600995716686572;0.011997104796029306;0.01098692832014242;0.0026636608564380576;0.0037555459418267406;0.0025252627504309608;0.003100241534521264;0.003365594137815918;0.00404501428978063;0.0021988578576185094;0.0022982748538628514;0.004211399338386046;0.005087062074822249;0.008124119887753384;0.008145375045776115;0.008692244665301413;0.004773345124769138;0.0029156803408487975;0.002952103052947644;0.003549907086111706;0.003406110988550405;0.004386864167132035;0.0111670763006462;0.0038993615834168743;0.003964444879821255;0.00401067238823756;0.0048486778203126885;0.0021467752539794105;0.00404377606090868;0.003740136487281824;0.0026425239834428974;0.004633642165863483;0.001085537567027825;0.005977178077055653;0.0041266200042010676;0.0024762592196390307;0.0036971171373146733;0.011041272534051988;0.0041308069396538555;0.0025660730875826238;0.004378510859044657;0.002268776080040384;0.009634603156834065;0.005132383461804668;0.0028737239114431795;0.0043564838683034235;0.005454717821078647;0.005404981255864763;0.010397464604391865;0.020066928333662637;0.00566144208711844;0.008014566824227631;0.014467657251577698;0.01977791608808821;0.009282058605157989;0.0070672825375667075;0.016912462856936317;0.019990316823089493;0.006046352256450754;0.0036529308178713804;0.011551680776765771;0.019991826688134595;0.007328375473021023;0.006460320352921059;0.013137386219752717;0.021723217551779417;0.007159996658145387 +18;0.013557508525777473;0.009609504936026803;0.012006470945493425;0.01099073249645613;0.0026695867723366892;0.0037619458026127844;0.0025319735237600907;0.00310905933543143;0.0033754867327997276;0.0040518266410496245;0.002208655298942548;0.0023104056774135157;0.004214774421026926;0.005089769988280993;0.008134013675181045;0.008148717346899842;0.008698682924897616;0.004770235011081259;0.0029223535683343543;0.0029546446408045407;0.0035526294257571187;0.003409660078431652;0.004387170472469476;0.011166540989795443;0.003903486108840823;0.0039661563205890815;0.004015064917353553;0.004846518346593984;0.002149938370143323;0.004047617562471517;0.0037401462898543486;0.0026431312581030597;0.004633949102844634;0.0010866268202723885;0.005977974264290115;0.004126656102231285;0.0024765434478123405;0.0036975756667132764;0.011041146232817267;0.004131300294488369;0.0025664520714782854;0.004379603107845589;0.002268940607798829;0.009635860289141374;0.005132388543374028;0.0028756843681441505;0.004358146111707387;0.005456345779576877;0.0054093089665784855;0.01039579323100609;0.020066295523709088;0.005669402572814994;0.008018510527424888;0.014466247474358013;0.019777116251799176;0.009287842476243424;0.007074366850859104;0.016912218944214352;0.019989710367331992;0.006053041998458089;0.0036583927641989367;0.011550640264659268;0.019990511323791205;0.007334524885981103;0.0064630091728428984;0.013137069889642944;0.02172434560511949;0.007166124085381365 +19;0.013560021582872367;0.009620378963919873;0.012018440038830541;0.010995593863852626;0.0026765666501294277;0.0037694839217137233;0.002539877848834568;0.0031194454345068318;0.003387138783751513;0.0040598506149105845;0.0022201952626590693;0.0023246940201550395;0.004218749787049975;0.005092959524662322;0.008148607661935925;0.008153647443039369;0.0087081797615505;0.0047662483189261085;0.0029309073245649825;0.0029579025094896294;0.003556118990415469;0.0034142093775248045;0.00438756310581806;0.011166136055537151;0.003908773012443814;0.003968350098109988;0.004020695351169612;0.004843750237086747;0.0021539928987327275;0.004052541686556638;0.0037401781028992553;0.0026451021039545566;0.004634945230377038;0.001090161940745689;0.005980558198333943;0.004126773253962643;0.002477465877953465;0.0036990637716470404;0.011040736338644663;0.004132901421104715;0.002567682021432434;0.004383147886320757;0.0022692133133122225;0.009639940161155353;0.005132405034978443;0.0028820468886800385;0.004363540763456866;0.0054616291512492865;0.005416041442706687;0.010395497373980322;0.020066183508271662;0.005681786369504796;0.008024645631556249;0.014465997924436258;0.019776974670522973;0.009296840264182232;0.007085387660908493;0.0169121757684238;0.019989603016915547;0.006063448979486213;0.00366688968160854;0.011550456079362448;0.019990278487474922;0.007344091319183899;0.006467192094975677;0.013137013894847283;0.021724545284572017;0.0071756563148567265 +20;0.013563051085742295;0.009633487614702674;0.01203286879965515;0.01100145426093288;0.0026845473350600585;0.0037781028584055187;0.0025489155611093245;0.0031313207941784243;0.0034004616291316986;0.004069025067029428;0.002233390093635365;0.002341031453384164;0.004223295112043515;0.005096606346295884;0.008167585038836273;0.008160058413455268;0.008720529132131949;0.004761454425842956;0.002941193327176725;0.0029618200771529615;0.003560315166711403;0.003419679893455388;0.004388035240936325;0.011165848096792053;0.003915130496224731;0.003970988089940189;0.004027465931661728;0.004840421650157092;0.002158868478172128;0.004058462922131703;0.0037402302076361277;0.0026483300502808116;0.004636576731679956;0.0010959520068723576;0.00598479028430926;0.004126965129998841;0.002478976675488853;0.0037015010573585444;0.011040064996400561;0.0041355238187344295;0.0025696964898886746;0.004388953698266446;0.0022695839678327293;0.009646622366859398;0.005132432045620694;0.002892467812715502;0.0043723764089314415;0.005470282525107756;0.005424986850946278;0.01039644449684074;0.02006654210330744;0.005698240828562046;0.0080327972722736;0.014466796806379412;0.019777427914610846;0.009308795546282556;0.007100031008182323;0.016912313986866434;0.019989946677804404;0.006077276756308217;0.003678179626645864;0.01155104570946816;0.019991023866382185;0.007356802201225754;0.006472749887069806;0.013137193150423776;0.021723906050145347;0.0071883217540665845 +21;0.013566567712578859;0.009648703940162762;0.01204961750598521;0.011008256957735024;0.002693497479853549;0.0037877687929725457;0.0025590511313141814;0.0031446387126604497;0.0034154028649212576;0.0040793139993144795;0.0022481877377367523;0.0023593534222578483;0.004228392592321814;0.005100696176430053;0.008190607311487602;0.008167835716674177;0.008735510547426717;0.004755895155364703;0.002953121647864765;0.0029663631284665218;0.00356518130853771;0.0034260238415919353;0.004388582756634105;0.01116566837477137;0.003922503027413524;0.0039740472634907514;0.004035317516088474;0.00483656162977289;0.0021645225072164237;0.004065329551087876;0.0037403012663709406;0.0026527321513092755;0.004638801710267704;0.001103847789777894;0.005990561814042922;0.004127226804148093;0.002481037036341477;0.0037048249209219175;0.01103914944115203;0.004139100130890944;0.00257244372951225;0.0043968713442932295;0.002270046860547735;0.009655735260681753;0.005132468881853577;0.002906678889130862;0.004384425869300643;0.005482083480168917;0.005436022684016967;0.010398546016947868;0.020067337773805927;0.005718540448958101;0.008042853852796156;0.014468569405339526;0.01977843359751913;0.009323544628865255;0.007118096305626043;0.01691262067314725;0.019990709211562374;0.006094335890894614;0.003692107859647381;0.011552354008760146;0.019992677754289423;0.0073724834490989655;0.00647960646901502;0.013137590891470485;0.021722487680340574;0.00720394693902307 +22;0.013570545579292603;0.009665916118832857;0.01206856304603482;0.011015951905185006;0.002703391430605634;0.003798454023715092;0.002570255504377214;0.003159361010302786;0.0034319196566698768;0.0040906879247624844;0.002264545755400124;0.0023796073684465013;0.004234027622582473;0.005105217297748321;0.008217474123142166;0.008176911764632644;0.008752993737641657;0.00474960511795848;0.002966617571458066;0.0029715032902070254;0.0035706870307112143;0.0034332015865207594;0.004389202239059781;0.011165587016351924;0.003930844542708978;0.003977508529920584;0.004044201044238346;0.004832194217810143;0.0021709196296520114;0.004073098680503012;0.0037403898324268603;0.0026582189197284015;0.004641574887131003;0.0011136895904811164;0.005997755387038367;0.004127552949231714;0.002483605045014929;0.00370896774654883;0.011038008314390862;0.004143557604124604;0.0025758678632625265;0.0044067398927111895;0.002270594368417665;0.009667093470585836;0.005132514793723925;0.002924392086249339;0.004399444443613329;0.0054967922310031475;0.005449032768019418;0.010401717685745604;0.020068538619423815;0.005742471439130703;0.008054709532310828;0.014471244657379756;0.019779951399041096;0.009340932268659147;0.007139393350601236;0.016913083532116402;0.019991860046429222;0.006114446760320552;0.0037085276819281143;0.011554328528964875;0.01999517384202021;0.0073909699813460294;0.006487689682892317;0.01313819117307341;0.021720347040560417;0.00722236737642834 +23;0.013574967393418846;0.009685049376222055;0.012089623110226155;0.011024505657225597;0.0027142137253770363;0.003810141852471388;0.0025825111701967204;0.003175464679077533;0.003449986191833704;0.00410312906898172;0.002282438581299756;0.0024017616375208925;0.004240191397171189;0.0051101626453674;0.00824800526526917;0.008187225807812115;0.008772861579292746;0.0047426156649903045;0.0029816138948823567;0.002977214954462723;0.003576804903264952;0.003441177371346707;0.004389890601212504;0.011165597266796029;0.003940113487927083;0.003981354643043208;0.004054072262371242;0.004827341181374525;0.002178027981997531;0.004081731606215236;0.0037404950181921526;0.0026647353137309593;0.0046448684620012115;0.0011253783523735156;0.006006298869959736;0.0041279402965328366;0.0024866549525029216;0.003713887993326226;0.011036653051371609;0.0041488515434362355;0.002579934553112853;0.004418460337358293;0.0022712227932681975;0.009680583107106316;0.005132569321107158;0.0029454293681443894;0.004417281373729459;0.005514261182588742;0.005463923118592867;0.010405880460027966;0.020070114710643627;0.005769860875526001;0.008068278678094593;0.01447475588726338;0.019781943490302434;0.009360832868210905;0.007163768279825844;0.01691369102686202;0.0199933704992582;0.006137464064216724;0.003727320440519419;0.011556920057295583;0.01999844992097466;0.007412128249527528;0.00649694114634633;0.013138979032650266;0.021717537488987748;0.0072434499943080655 +24;0.013579821845136397;0.009706054593031505;0.012112743659620506;0.011033896313994374;0.002725958119345083;0.003822825534342225;0.0025958110574416868;0.003192940427767521;0.0034695920468999497;0.004116630252319814;0.0023018558957075205;0.0024258034546594115;0.004246880358535987;0.00511552936486645;0.008282037014898741;0.008198722480656756;0.008795007466470106;0.004734953683211751;0.0029980539803730055;0.002983476358501616;0.0035835116020439123;0.0034499208408148574;0.004390645207224875;0.011165692921605241;0.00395027458962946;0.0039855709088860575;0.00406489361383125;0.004822021164419793;0.00218582058265928;0.00409119545314271;0.0037406160343079198;0.0026722323210299492;0.0046486577026624565;0.0011388255124122337;0.006016128064659204;0.004128385939050391;0.0024901638453734554;0.003719548692790786;0.011035093821418318;0.004154942174377577;0.002584613236732286;0.004431944506797972;0.0022719266569861327;0.00969610280598926;0.005132632054811709;0.0029696318141926026;0.004437802301416979;0.005534358854377142;0.005480615146327805;0.010410987288696577;0.020072048241322638;0.005800564535096087;0.008083489587722925;0.014479063417291493;0.0197843873645851;0.009383141321041039;0.007191092544540562;0.016914436294699298;0.01999522350555555;0.006163266462584527;0.0037483872136430257;0.011560099310093996;0.02000246897415975;0.007435846598741136;0.006507311958419415;0.013139945569808298;0.021714090756884297;0.007267083544190117 +25;0.013585099062291939;0.00972888903961533;0.012137877663433161;0.011044104776774144;0.002738626707174341;0.003836507330538391;0.00261015753910096;0.0032117913749485083;0.003490740720867455;0.00413119388169042;0.002322801169055852;0.0024517371205264454;0.004254095698335902;0.005121318412158446;0.00831943287933451;0.008211355365098705;0.008819342229674926;0.004726631251198016;0.003015911117685968;0.002990277474596431;0.003590796396550716;0.0034594179662228858;0.0043914648584374855;0.01116586756559762;0.003961311541963108;0.003990150604838816;0.00407664772661856;0.004816242571927226;0.002194284873691582;0.004101475051044148;0.003740752149847551;0.0026806646767001258;0.004652919724638549;0.0011539499961025768;0.006027183615442661;0.004128887185166644;0.0024941105339372355;0.003725915661256879;0.011033340042501505;0.0041617927167110075;0.002589875661714494;0.004447110989613437;0.002272702941998661;0.00971355884670111;0.005132702615929852;0.002996853413031436;0.004460883358075846;0.0055569639151205885;0.005499056193474294;0.010416981842151507;0.020074317879065273;0.005834485566737158;0.008100294274671571;0.014484119729350209;0.019787256059290326;0.009407787252981775;0.007221279950536952;0.016915311113326836;0.01999739862133465;0.0061917725620153075;0.0037716615476951765;0.011563831216305831;0.02000718666153234;0.007462050207877796;0.006518769400711638;0.013141080121535365;0.021710044875732026;0.007293193472500653 +26;0.013590792695364284;0.009753525236853744;0.012164994875927426;0.01105511876215165;0.0027522292868979725;0.0038511978203024516;0.002625561713027455;0.0032320321041409694;0.0035134485755155542;0.004146831218097849;0.002345290616845741;0.0024795827201011603;0.004261842993560597;0.005127534261286759;0.00836012296530994;0.008225101138114088;0.008845820713410446;0.004717659258329801;0.003035161713606793;0.002997609358049755;0.0035986497089231656;0.0034696562496742273;0.0043923484797116635;0.011166117414695309;0.003973209819891535;0.003995087716353041;0.004089319129981991;0.004810012970273239;0.002203409700793281;0.004112556876365692;0.003740902718974079;0.002689992653654702;0.004657634346090428;0.001170682163942241;0.006039413280924222;0.00412944165704536;0.002498476357825727;0.0037329588037506717;0.01103140003940667;0.004169370785132395;0.0025956969722414347;0.004463888375978178;0.002273548885379388;0.009732868737611089;0.005132780669648979;0.0030269676531370082;0.004486416306937593;0.005581970091619343;0.005519209227606958;0.01042381738756265;0.02007690592084921;0.005871555613928048;0.008118659052600868;0.01448988539424334;0.019790527199717745;0.009434721220493408;0.007254269804985891;0.0169163086581946;0.01999987888070265;0.0062229250162534056;0.0037970965180975508;0.011568086672165134;0.020012566192089576;0.007490686443362787;0.006531290516458704;0.013142373837018051;0.021705431416103815;0.007321727328855249 +27;0.013596899357330328;0.009779948570893315;0.012194079204545905;0.011066931723352269;0.0027667823226424776;0.0038669147558593603;0.0026420422485431277;0.0032536871602130563;0.003537743155318504;0.004163561156767873;0.0023693516395794922;0.002509374257954347;0.004270131579342501;0.005134184395519159;0.008404039290840354;0.00823993688262481;0.008874398733565853;0.004708044635313421;0.003055790876463349;0.0030054663401631737;0.0036070654675876834;0.00348062777471414;0.004393295388152238;0.011166438197089956;0.003985960223353541;0.004000378427081397;0.0041028980258989295;0.004803337172385458;0.002213188007195978;0.004124432360762875;0.0037410673913653852;0.002700194327479616;0.004662790566185779;0.0011889813965982113;0.006052788439552065;0.004130048064265701;0.0025032511078314917;0.0037406616435635698;0.011029278322839842;0.004177658655180744;0.0026020635355550187;0.004482237198576114;0.002274461083573112;0.009753987293389388;0.005132866034379263;0.003059902374526774;0.004514340738047851;0.005609318433186572;0.005541045760349028;0.010431466144732504;0.020079801863737923;0.005911722269205805;0.008138557962510146;0.014496336996514647;0.01979418750938977;0.009463905150903007;0.007290015471734662;0.016917424881946586;0.020002654218282068;0.006256679785828612;0.0038246561659046746;0.011572848397305047;0.020018585725533944;0.007521714824678394;0.006544857607059279;0.013143821466797323;0.021700269082501222;0.007352644777342182 +28;0.0136034177671156;0.00980815375666022;0.0122251247925238;0.011079541213787625;0.0027823110521243283;0.003883685409176954;0.0026596277123521472;0.0032767940715089927;0.003563666558561024;0.004181412728095815;0.0023950258620360695;0.0025411632270750523;0.004278975852566785;0.005141280369360929;0.008451134311072694;0.008255846543824857;0.008905045357949143;0.004697789886233983;0.0030777932271443126;0.0030138463724199704;0.0036160414784191797;0.003492329680617287;0.00439430533698118;0.011166825743367859;0.003999559427783239;0.004006021357870315;0.004117380873744567;0.004796216917314411;0.0022236172430793386;0.004137098407898471;0.003741245825032602;0.0027112484514096313;0.004668377667857548;0.0012088092562848526;0.00606728126790293;0.004130705147350464;0.0025084248537682458;0.003749008158982034;0.011026979298498552;0.004186639089257066;0.0026089621055101903;0.004502119233469895;0.0022754382289318503;0.009776870583024067;0.0051329585328396266;0.003095588628059004;0.004544598388391025;0.005638951934417519;0.005564549325390272;0.010439897453647096;0.02008299410245107;0.005954955247716803;0.00815997599844906;0.014503448678407638;0.01979822231959394;0.009495317036792239;0.007328489996997423;0.016918655311629227;0.020005713512144085;0.006293011418695316;0.00385431971211192;0.011578097307409552;0.020025221137100258;0.007555111954367977;0.006559460441330572;0.013145417209841193;0.021694578558679956;0.007385922504224568 +29;0.013610351391286135;0.009838155592157394;0.01225814796003366;0.011092953914439485;0.002798847539377383;0.0039015444186712295;0.002678354406615027;0.0033014005333664304;0.0035912722913565703;0.004200422803446097;0.0024223662332611695;0.002575015159358776;0.004288394089743325;0.005148836848763216;0.008501380798586922;0.008272820917240159;0.008937742860585574;0.004686894516857998;0.0031011703807914542;0.003022749970791508;0.0036255782868264697;0.0035047627059003605;0.00439537838142616;0.011167277562182332;0.00401400829321763;0.00401201683523543;0.004132768594024283;0.004788651848548403;0.0022346981045062095;0.0041505558071892185;0.003741437753001328;0.0027231384776605777;0.004674387290290627;0.0012301360394523161;0.006082870074844315;0.004131411923149558;0.0025139898525085996;0.0037579858581921893;0.01102450640607694;0.004196298646931523;0.0026163823568243066;0.004523504716581944;0.002276478736246784;0.00980148435776207;0.005133058026633414;0.0031339729604070443;0.004577143951215834;0.005670826229073139;0.005589714411344232;0.01044908286353402;0.020086471849175225;0.00600124442000613;0.008182908136126377;0.01451119642524834;0.019802617996459215;0.009528949510688556;0.00736968436121882;0.016919995788627684;0.020009046423634436;0.006331911398842566;0.0038860802074499323;0.011583815677282172;0.02003245001108045;0.007590870001483174;0.006575095593390284;0.013147155673657374;0.021688379092226873;0.0074215527067201525 +30;0.013617705223945786;0.00986997563636588;0.012293172444414247;0.011107179480081275;0.0028164309826861356;0.003920534116948204;0.0026982667218238415;0.003327564874198996;0.0036206257919083745;0.004220636443861572;0.002451437564972181;0.0026110103041691174;0.004298408615090524;0.005156871744847524;0.008554763364062773;0.008290854499163364;0.008972480884252121;0.004675353543520416;0.003125933452220009;0.003032181295096789;0.0036356803430201423;0.0035179326730443577;0.004396515017486502;0.011167791058352194;0.004029313587611938;0.0040183676443767;0.004149068397939257;0.004780638495075706;0.0022464358089155922;0.004164810853445014;0.0037416429905552245;0.002735852960992907;0.004680813649240861;0.0012529412361586487;0.0060995398553601865;0.004132167711438289;0.0025199407475284125;0.003767586099757067;0.011021862025503038;0.004206628030478873;0.002624317147062502;0.004546373062359416;0.002277580725987674;0.009827804925652772;0.005133164420005526;0.003175018434546248;0.004611946098969366;0.005704910635097232;0.005616545676158352;0.01045900214040818;0.020090227438508523;0.006050598363707166;0.008207358617853155;0.014519563164303972;0.01980736485187473;0.009564808795841984;0.007413606192120448;0.016921443357536092;0.02001264560649052;0.006373386930546843;0.003919943538318912;0.011589990904113223;0.020040256418261237;0.007628995585149095;0.006591765955266726;0.013149033025118384;0.021681684355293496;0.0074595419804890095 +31;0.013625486456238511;0.009903645005901462;0.012330232495773974;0.011122231821608874;0.002835108459206273;0.003940705345660378;0.002719417970822438;0.0033553571461622522;0.0036518056511455482;0.004242107767866571;0.002482317694866759;0.0026492450389656724;0.004309046240251663;0.0051654065691130735;0.008611296438204963;0.00830995227310738;0.009009268943061643;0.0046631561642064;0.0031521048142918173;0.0030421490097947423;0.0036463569381288696;0.003531851654983917;0.0043977162994709995;0.011168363873809706;0.004045489338696973;0.004025079650043256;0.004166295218048538;0.004772169376121155;0.002258841061566874;0.004179876628619433;0.0037418614028035813;0.0027493837367935786;0.004687652548784976;0.001277211222397212;0.006117279799558978;0.004132972015796682;0.0025262736727458823;0.003777802652561668;0.011019047897549317;0.004217620532352917;0.0026327613385344895;0.004570709614355545;0.0022787434342747687;0.009855815212349406;0.005133277643016909;0.003218699813447551;0.004648982815017216;0.005741183413110751;0.005645057395432113;0.010469643079408175;0.020094256266396937;0.006103043346474518;0.008233340450397308;0.014528538619765385;0.01981245706503354;0.009602913969410154;0.007460278860933867;0.016922996244891242;0.020016506648577237;0.006417460084609833;0.003955927728717307;0.011596615405951471;0.020048630778493615;0.007669508990544832;0.006609480394635853;0.013151046963787494;0.021674502534360762;0.0074999105383673215 +32;0.013633704691651094;0.009939205255092565;0.012369373853136856;0.011138129516391426;0.0028549354587384668;0.003962118032089165;0.0027418709931751745;0.003384859919224395;0.0036849045035500932;0.004264900565217167;0.0025150983684057576;0.0026898329607993043;0.00432033856847977;0.005174466677520029;0.00867100936129872;0.00833012430273472;0.009048126300319481;0.0046502898594549535;0.003179711317085096;0.003052663342914416;0.0036576190277319565;0.003546533933814766;0.00439898346019954;0.011168993744772204;0.004062552144168188;0.00403215974000784;0.00418446673043657;0.004763235799322807;0.0022719265905923602;0.004195768591722715;0.0037420929506178507;0.0027637284423787517;0.004694902773013904;0.0013029420316294227;0.006136086777916383;0.004133824692243354;0.0025329875083007214;0.003788633712019693;0.011016064526789604;0.004229274209969852;0.0026417134435460232;0.004596510132461568;0.002279966436914027;0.009885510277918785;0.005133397675381651;0.003265009785837228;0.004688247732258816;0.005779638276263793;0.005675273110022944;0.010480993054090004;0.020098553553122733;0.006158622676318892;0.008260875084248387;0.01453811214237516;0.01981788859456035;0.00964329649181922;0.007509740905100121;0.01692465260843745;0.02002062496924284;0.0064641672529988925;0.003994062494342254;0.011603681323030635;0.020057563156092417;0.007712443668098923;0.00662825353620819;0.013153195100422399;0.02166684214871062;0.007542691711322713 +33;0.013642371952592824;0.009976708403420853;0.012410653774801328;0.011154895820871091;0.0028759766029945177;0.003984841966140948;0.002765698969526262;0.003416169351121684;0.0037200302274764813;0.004289089123985151;0.002549886426811393;0.002732906356778253;0.004332322404598632;0.005184081599461543;0.008733942812541862;0.00835138432957605;0.00908907942650028;0.004636738579937155;0.0032087873927745952;0.0030637374086842223;0.003669480658762672;0.003561997822216764;0.004400318080228671;0.01116967929235374;0.00408052328584127;0.004039616745229874;0.004203605599744559;0.00475382662121232;0.002285708716943835;0.00421250656428776;0.003742337687011821;0.0027788901553435635;0.004702565951850646;0.0013301380940831178;0.006155964937905212;0.004134725935657585;0.0025400837427728;0.003800081673166339;0.011012911227611666;0.004241591643623699;0.0026511754283398276;0.004623780120801085;0.0022812492519318356;0.009916896674694975;0.005133524544593537;0.0033139570865371587;0.004729748917474019;0.005820283313940661;0.005707225448378511;0.010493042934745955;0.020103115842487584;0.0062173963739313165;0.0082899922519582;0.014548276031855989;0.019823655071972923;0.009685999969519299;0.007562045737162987;0.016926411116028217;0.020024997256231525;0.006513558873827402;0.0040343890176807035;0.011611182972056544;0.02006704636671519;0.007757845980989053;0.006648105651554825;0.013155475707343212;0.021658709358826522;0.007587931696835609 +34;0.013651502729139009;0.010016217145370487;0.012454141269481245;0.011172558764718343;0.0028983065717468337;0.004008957800946011;0.002790986470101023;0.003449396564893778;0.0037573074904963394;0.004314759295665133;0.0025868053361544213;0.0027786180965015256;0.004345040283061569;0.005194285461534276;0.0088001529538409;0.008373751325545464;0.009132164867272918;0.00462248269298407;0.003239375155793617;0.0030753872482324196;0.0036819590132898677;0.0035782657198139417;0.0044017220929384315;0.011170419212701121;0.004099428795097421;0.004047461467808905;0.004223739548747246;0.00474392821045494;0.0023002074036518882;0.004230114791625411;0.003742595692576872;0.0027948738687169905;0.004710644608748926;0.0013588083805085721;0.0061769208253984464;0.004135676042816838;0.0025475647129438034;0.0038121503058089756;0.01100958696164367;0.004254576889431705;0.002661150408770685;0.00465252856000814;0.0022825913920986457;0.009949984738144846;0.00513365829243051;0.003365557846493658;0.004773500039944589;0.005863131912084735;0.005740955910317563;0.010505786344010892;0.020107940714669814;0.006279440825080307;0.00832072975732323;0.014559024903470275;0.019829753439182696;0.00973107985411048;0.007617261305857964;0.016928270834818737;0.02002962119046381;0.006565699118779134;0.004076959714538669;0.011619116378569605;0.020077075383034715;0.007805774900191131;0.006669062513136453;0.013157887575037608;0.021650108483838304;0.007635689256169975 +35;0.013661114068981906;0.010057805238400552;0.012499917523530801;0.011191151324677795;0.002922011266933061;0.004034558310760522;0.002817830772420385;0.003484669380019928;0.0037968796913676606;0.004342009834180732;0.0026259971081439987;0.0028271440088479954;0.004358541132025717;0.0052051175205219125;0.008869711291197901;0.008397249447161137;0.009177429154465566;0.004607498893242135;0.0032715245904357954;0.003087631901687954;0.003695074485797936;0.003595364213727581;0.0044031977932761646;0.011171212339461112;0.0041192995697272305;0.004055706729691105;0.004244901482756969;0.0047335243859344955;0.0023154463451858787;0.004248622051732459;0.0037428671063690633;0.0028116881985730674;0.004719143097963674;0.0013889683661368266;0.006198965735768336;0.004136675525797301;0.002555434451053787;0.0038248461149802404;0.011006089937230012;0.004268236946460724;0.002671643761484363;0.004682770947339626;0.0022839929088290245;0.009984792302938417;0.005133798990977878;0.0034198398996781176;0.0048195246880710085;0.0059082071701010985;0.005776515006560179;0.010519218570571587;0.020113026364164344;0.00634484905843033;0.008353133597137963;0.014570354759493365;0.019836181416073462;0.009778603625727689;0.007675470332178691;0.016930231067618262;0.020034495041417633;0.0066206661185102544;0.004121838425786922;0.011627478589550988;0.02008764646458283;0.007856302204857724;0.006691155475837263;0.013160429800031348;0.021641042768285157;0.007686035914425737 +36;0.013671225709171675;0.010101558071335115;0.012548076526811336;0.011210711679195795;0.002947189257425528;0.004061749952528754;0.002846343496410997;0.003522134460365506;0.0038389113694843463;0.004370954058147608;0.0026676246820267896;0.002878685828629865;0.0043728810981300825;0.005216622825464062;0.008942704770349585;0.008421908068822037;0.009224928869358051;0.004591760055234123;0.0033052938622933487;0.003100493527539952;0.0037088508110982576;0.003613324245100455;0.0044047478522052375;0.011172057732127483;0.004140171567438983;0.004064367453229051;0.004267129695668087;0.004722596314535199;0.0023314531155687462;0.004268061835617842;0.0037431521244203625;0.0028293452906029137;0.00472806755775812;0.0014206398566255288;0.006222115592030064;0.004137725106489409;0.00256369864135296;0.003838178270805792;0.011002417628607708;0.004282581681285619;0.00268266306587632;0.004714529128441641;0.00228545432212314;0.010021344510511676;0.00513394674185691;0.0034768424743993193;0.004867856111536256;0.005955541649427576;0.005813963718958842;0.010533341719186629;0.020118373608213447;0.006413733098019597;0.00838725938152407;0.014582267397241888;0.019842940033833467;0.009828652817908401;0.00773677259655059;0.016932292130373727;0.020039619592474134;0.006678554074649012;0.00416910200047968;0.011636270933188364;0.020098761299102708;0.007909514538995188;0.006714422461434583;0.01316310279123345;0.02163151073206615;0.007739058002617372 +37;0.013681860210406238;0.010147573265404553;0.012598725730934679;0.011231283470803988;0.0029739535617406415;0.004090654793335952;0.0028766526214727833;0.0035619599636149274;0.0038835911767161613;0.004401721902648564;0.002711874860380048;0.002933474827329585;0.004388124565194745;0.005228853035569386;0.009019236095398453;0.00844776189143398;0.009274730851087987;0.004575235026393176;0.0033407497559322374;0.0031139975702710737;0.0037233152439635764;0.0036321813429846805;0.004406375336992119;0.011172954652394207;0.004162086077649785;0.0040734607743040385;0.004290468159360378;0.004711122367646897;0.0023482593764483084;0.004288472600566778;0.003743450999030007;0.0028478607754564705;0.004737425888094227;0.0014538509044586326;0.0062463908866843;0.004138825713985578;0.0025723645993677435;0.003852158575032877;0.010998566785029973;0.004297623791988281;0.0026942180763801366;0.004747831216921072;0.0022869760748928797;0.010059673717258855;0.005134101675857261;0.003536616045187513;0.004918537097862941;0.006005177253271876;0.005853372261282935;0.01054815846566387;0.020123983463154804;0.00648622208858321;0.008423171096035798;0.014594765077388216;0.019850030576743838;0.009881321270976573;0.007801283033910644;0.01693445441510999;0.020044995817682487;0.006739471519594281;0.004218839048338502;0.011645495078619728;0.020110421997034833;0.007965511671529535;0.006738907095752922;0.013165907057025139;0.02162151055916739;0.007794854932810846 +38;0.013693042675307576;0.010195959739656757;0.012651984978433228;0.011252915296824983;0.003002433844741456;0.004121412886490039;0.0029089049711575193;0.0036043388044826458;0.003931135537477565;0.004434462448618615;0.002758961921532868;0.0029917762788610885;0.004404345411118449;0.005241867429674835;0.009099424266446388;0.008474851125157778;0.009326912547701183;0.004557888797737664;0.003377967708373064;0.0031281727065906317;0.003738498496348913;0.0036519755619795757;0.0044080836995921135;0.01117390244845845;0.0041850896502543256;0.004083005990932476;0.004314966451040542;0.004699078228823816;0.0023659008475621635;0.004309897695639275;0.0037437640388169324;0.0028672537713768376;0.004747227752193439;0.0014886358110903428;0.006271816685510051;0.004139978484774598;0.002581441273279375;0.0038668014632342873;0.010994533430073117;0.004313378810540031;0.002706320724247799;0.004782711598993489;0.0022885588172551763;0.010099819500537177;0.005134263952964568;0.0035992223382278754;0.004971619978633768;0.006057165233218503;0.005894821245317594;0.010563673622066672;0.02012985775092835;0.0065624643146766914;0.00846094219805471;0.014607851858836396;0.019857455347633945;0.009936716719163852;0.007869133604657796;0.01693671862408397;0.020050625463106653;0.006803543064819811;0.004271151312709415;0.011655154021596392;0.020122632345468627;0.008024408147166373;0.006764659461826639;0.013168843508161054;0.021611039001740218;0.007853540840308815 +39;0.013704802430846597;0.010246844253621545;0.012707993816353402;0.011275663871083808;0.003032779129137325;0.004154185206057509;0.0029432692788610854;0.0036494926803183336;0.003981793163536584;0.004469347046786726;0.002809132070579423;0.0030538949593273412;0.004421628561938645;0.00525573415484612;0.009183403172794258;0.008503220806556244;0.009381560872058714;0.004539682406028367;0.003417032338389289;0.003143050997467242;0.0037544348962168517;0.003672751704558913;0.004409876790809036;0.011174900835799972;0.004209234355087771;0.004093024653545552;0.004340680032075828;0.0046864368161528835;0.0023844175245650717;0.004332385597011795;0.0037440916094957644;0.002887546931574267;0.0047574846007047145;0.0015250352098850964;0.006298422690000832;0.004141184765594941;0.0025909392662365888;0.00388212404078489;0.01099031285163965;0.004329865141519673;0.002718985147243877;0.004819211018608965;0.0022902033140049932;0.010141828757263605;0.005134433762762403;0.0036647344817199723;0.0050271667582804935;0.006111566315812805;0.005938402452405844;0.010579894437379556;0.020135999216116196;0.006642628606707779;0.00850065632327307;0.014621533855979751;0.01986521781550088;0.009994961824404014;0.007940474553496224;0.016939085815179444;0.020056511159027957;0.006870910587783247;0.004326154634129664;0.011665252274957016;0.02013539804931508;0.00808633438189349;0.006791736582241081;0.013171913516607792;0.021600091167240376;0.007915245674961713 +40;0.013717172327001426;0.010300368858367659;0.0127669086141729;0.011299592728850227;0.0030651588960217274;0.004189154645368953;0.002979937590587803;0.0036976739997984787;0.004035847265849213;0.0045065703724649075;0.002862666326436142;0.003120179134629253;0.00444007032893301;0.00527053044799175;0.009271326463702212;0.008532922761116113;0.009438775723584925;0.004520569700447868;0.003458041687140173;0.003158669949608034;0.0037711646304136315;0.0036945621138328166;0.004411759143403332;0.01117594966465757;0.004234581018814826;0.004103542055481163;0.004367673673572103;0.004673166111246518;0.002403855993403564;0.004355992977618989;0.003744434135354441;0.0029087665350996106;0.004768209717876698;0.0015630962272718332;0.006326243356851502;0.00414244611887743;0.002600870879037681;0.003898146151696258;0.010985899582896363;0.004347104136189162;0.002732227746495619;0.004857376740810299;0.002291910459694957;0.010185755892596682;0.005134611325198268;0.0037332372967695815;0.005085249361922839;0.006168450945739645;0.0059842197235535355;0.01059683054627153;0.02014241150659879;0.0067269059779216656;0.008542408096891885;0.014635819195535804;0.019873322591055786;0.010056195365998888;0.00801547586641943;0.016941557394451023;0.02006265640140481;0.00694173460771938;0.004383980073487115;0.011675795836779301;0.020148726691063268;0.008151437927751914;0.006820202972219469;0.013175118905875971;0.02158866055284825;0.007980116461410613 +41;0.013730189112571733;0.010356692557747682;0.012828904389531937;0.011324772957549356;0.00309976974490396;0.004226533402492932;0.003019132646331371;0.003749175493590551;0.004093626286832519;0.004546358295307806;0.002919890410206169;0.0031910323527010315;0.004459782490644909;0.005286345958402883;0.009363369831630608;0.008564016557332299;0.009498671670871428;0.004500500083929132;0.0035011041999375575;0.003175070885840306;0.0037887319620819593;0.0037174644894503173;0.00441373573900905;0.011177048880091467;0.0042611966958849;0.004114586026984918;0.004396018786083339;0.004659230985717744;0.002424267670948388;0.0043807822930850004;0.0037447920928965484;0.002930942232860098;0.004779418043764777;0.001602872601326917;0.0063553174913230925;0.004143764299578606;0.002611249959838177;0.0039148901403781855;0.010981287486390712;0.004365119833857067;0.002746066998527502;0.004897262114121059;0.002293681744534662;0.010231662173391165;0.00513479688727797;0.003804827152714574;0.005145949155654167;0.006227898703350249;0.006032390042780972;0.01061449394535624;0.02014909916461305;0.006815511616328956;0.008586304121067867;0.014650717996577467;0.01988177541541969;0.010120573688674361;0.008094329043868254;0.016944135112684777;0.020069065543309672;0.00701619595991998;0.004444775278669849;0.011686792175644334;0.02016262771217292;0.008219885012168526;0.006850131312903629;0.013178461946550923;0.021576739061348715;0.008048318832899082 +42;0.013743894096226006;0.010415994071477308;0.012894177863572831;0.011351284463518907;0.0031368432788811407;0.0042665717798762715;0.003061116577508974;0.0038043415157722194;0.004155516508211304;0.004588977257871274;0.0029811862257382443;0.0032669270740704748;0.004480897222153918;0.005303286777562866;0.009459727178852684;0.00859656770313022;0.009561374898049702;0.004479416951097742;0.003546341260423247;0.0031923000483859015;0.003807186423013309;0.003741523402069735;0.004415812151548765;0.011178198576296428;0.004289156425962948;0.0041261877091422205;0.004425795284634049;0.004644592138260184;0.0024457101010071647;0.004406823435330137;0.0037451660266040188;0.0029541078419960537;0.0047911266406718556;0.001644425298038453;0.006385689386849691;0.0041451413129171555;0.0026220923173459892;0.003932381512854438;0.01097646954771725;0.0043839396763803995;0.0027605239899685663;0.004938927974189433;0.0022955186238081404;0.010279617536170071;0.005134990731251898;0.0038796135981384317;0.0052093588303623595;0.006290000303625115;0.006083044840020285;0.010632898995065254;0.02015606762751132;0.006908687279521014;0.008632464162713072;0.014666242372165628;0.019890583161076836;0.010188272444292878;0.008177249232973582;0.0169468210656889;0.02007574379565047;0.007094497808961209;0.004508706127567291;0.011698250231845175;0.02017711241462039;0.008291862389202598;0.006881603261287561;0.013181945356674496;0.021564316999718725;0.008120038875859492 +43;0.013758333719519067;0.010478474303515728;0.01296295017947302;0.011379217079021564;0.0031766476925175896;0.004309559500052157;0.0031061930358895207;0.003863571023056095;0.004221965495742691;0.004634735659504535;0.00304699675695691;0.0033484116243707868;0.004503567393118552;0.005321475577278523;0.009560614967662362;0.008630649333034479;0.009627026275734918;0.004457256883285771;0.0035938888036958216;0.0032104092316729838;0.0038265834929192277;0.003766811173416762;0.004417994624968974;0.0111793989908191;0.004318544256304596;0.004138381984313544;0.004457092676622254;0.004629205538986186;0.0024682477314306867;0.004434194687082699;0.0037455565631882293;0.0029783020138360594;0.004803355105844259;0.0016878228994558556;0.006417409810127561;0.004146579466455802;0.0026334160812402363;0.0039506495113631745;0.010971437689694608;0.004403595129768206;0.0027756228790535298;0.004982443814898124;0.002297422738401639;0.010329702141889108;0.005135193182012637;0.003957720541878151;0.005275583908663228;0.006354859235764149;0.006136331547402535;0.010652061921580525;0.020163323026676006;0.007006704153938059;0.008681022572706587;0.014682405995989689;0.019899753578784707;0.010259488672626438;0.008264477774061307;0.01694961761632441;0.020082697034369712;0.007176868052877983;0.004575958689603005;0.011710180096843104;0.02019219354940771;0.00836757955074724;0.006914710418019998;0.013185572201238838;0.02155138345170282;0.008195485333130637 +44;0.01377356024400056;0.010544359297451233;0.01303547015794193;0.011408671889059863;0.0032194980264297623;0.004355836976209726;0.003154718646131885;0.003927332535798911;0.004293498834787662;0.0046839958616051725;0.003117841940374136;0.003436129434951918;0.0045279727097416456;0.005341056589189042;0.00966627435375872;0.008666342932604987;0.009695782753236237;0.004433948803948651;0.0036438990870791554;0.0032294564624861244;0.003846985328464614;0.0037934088248254005;0.004420290155759288;0.011180650500246525;0.0043494543439698;0.004151207935687851;0.004490011235350921;0.004613021844470322;0.002491952757138871;0.004462983749234983;0.003745964389244294;0.003003567282528763;0.004816124937760485;0.0017331416955829113;0.006450534527347507;0.00414808128858446;0.002645241159358158;0.003969726252068789;0.01096618306590752;0.004424120749425997;0.002791390210399314;0.005027886138319004;0.00229939593622816;0.010382004041877113;0.0051354045954849215;0.004039285292468581;0.005344740814323012;0.006422589522895095;0.006192415451947264;0.010672001656598096;0.020170872523347927;0.007109866256662489;0.008732129976056269;0.014699224829033186;0.019909295720613063;0.010334443278956551;0.008356285231483018;0.016952527524158545;0.02008993212237431;0.007263562184294081;0.00464674155928349;0.011722593549447546;0.020207886006605613;0.008447271358755226;0.006949555480099234;0.013189346059128693;0.02153792566098023;0.008274892226629915 +45;0.013789632577168365;0.01061390378242938;0.013112018204133324;0.011439762825385613;0.0032657663251613595;0.004405806285086966;0.003207114509075751;0.00399617925373047;0.004370737089034016;0.004737185867888849;0.0031943354813771807;0.0035308398848763745;0.004554325509342233;0.005362200257126054;0.009776973701434766;0.008703739193129001;0.009767819000513267;0.004409412967759652;0.003696542795791402;0.0032495068104743674;0.0038684616321922327;0.0038214072071848515;0.004422706591472703;0.011181953617228013;0.0043819922687949875;0.004164709395427013;0.004524663397861145;0.004595985698170962;0.0025169061236504225;0.004493288964889902;0.0037463902682552397;0.003029950944244686;0.004829460042203276;0.001780466514277164;0.006485125548734372;0.004149649590829502;0.002657589688606715;0.0039896474471371735;0.01096069583924908;0.0044455549598996225;0.002807855500712747;0.005075340011399504;0.0023014402786953464;0.010436621146547698;0.00513562536745199;0.004124460526996859;0.005416959004214461;0.006493317953280842;0.006251481899044842;0.010692740691922886;0.02017872464909931;0.007218514478182669;0.0087859552831141;0.01471671786006179;0.019919220368565305;0.010413383981623947;0.008452974997272933;0.01695555407858984;0.020097457236086247;0.007354866691843931;0.0047212886291762846;0.011735504606488978;0.020224207510831982;0.00853120117567363;0.006986253612719651;0.013193271195856227;0.02152392839980566;0.008358521976347122 +46;0.013806617269117583;0.010687395442166403;0.013192911012552933;0.011472618588591055;0.003315877930108735;0.004459925261909331;0.003263863526393726;0.004070746359326971;0.004454393231883069;0.004794792957185129;0.003277188662158259;0.0036334265852354386;0.004582865657408647;0.0053850986094001185;0.00989301154564165;0.00874293901966805;0.009843329343376228;0.004383559746923726;0.0037520115509994123;0.003270633355969277;0.0038910906903321107;0.003850908349641552;0.004425252748638642;0.011183308988724994;0.004416276600496899;0.004178935599942368;0.0045611754331888466;0.004578034891386307;0.00254319872386867;0.004525220780677575;0.0037468350469696265;0.00305750544930522;0.004843386931492999;0.0018298914144415784;0.006521251644146797;0.004151287491336225;0.002670486219149823;0.004010452701778355;0.01095496509970817;0.004467940374524887;0.0028250514841170055;0.005124899770835523;0.002303557888302124;0.010493662039465723;0.005135855936861361;0.004213415544515042;0.005492382037411092;0.006567185129492947;0.006313738915430522;0.010714303303210937;0.02018688859523865;0.007333031390115374;0.008842688085261674;0.014734905565391476;0.01992953913991946;0.01049658882200094;0.008554887579291348;0.016958700822384265;0.020105281184031543;0.007451103106973445;0.004799862387197346;0.011748928380969526;0.020241177167070745;0.008619664590568676;0.007024934083671275;0.013197352206043678;0.021509375283388255;0.008446669112740224 +47;0.013824587662152;0.010765152861323679;0.013278499068671179;0.01150738121542938;0.0033703669977737383;0.00451877151240318;0.0033255700076614547;0.0041518275794373005;0.004545357556425628;0.004857431994798295;0.0033672806386764315;0.003744976582389578;0.004613898502783376;0.00540999682789256;0.010014720076919281;0.00878405471917365;0.009922530042417221;0.004356291579741461;0.003810517813101655;0.0032929165353990653;0.003914958619904818;0.0038820246709298234;0.004427938280409632;0.011184717395403387;0.0044524379944347325;0.004193940594450801;0.0045996865105408236;0.00455910158745379;0.0025709309435200667;0.0045589008246957885;0.0037472996628028776;0.003086288858112879;0.004857934955791232;0.0018815204972799857;0.006558988942062027;0.004152998442117833;0.0026839579283318427;0.004032185859279641;0.01094897876897305;0.004491324166706917;0.0028430143971717725;0.00517666984281176;0.0023057513035766725;0.010553246923169168;0.005136096789661954;0.004306337729356263;0.005571168820050182;0.006644346689160141;0.006379420338587682;0.010736716488755238;0.020195374583959813;0.007453846974263101;0.008902541515529383;0.014753810717860638;0.01994026495493917;0.010584370354064898;0.008662405714965793;0.01696197169563607;0.020113413762689936;0.007552632828849659;0.004882757845222463;0.011762881680824622;0.020258816223152065;0.008712993864260554;0.007065742215385196;0.013201594199587108;0.021494248089297674;0.00853966470531431 +48;0.013843627704682837;0.010847540260422006;0.01336918313892721;0.011544213225950894;0.0034298849596338665;0.004583050279841933;0.0033929703055383953;0.0042403897385074885;0.0046447143285783254;0.004925853752789061;0.003465679701682406;0.0038668095291491678;0.004647797788085023;0.005437195270900114;0.010142469243636043;0.008827211402028523;0.010005661978572722;0.004327497734337854;0.003872302079271306;0.0033164475245399117;0.003940163044695993;0.003914883577257389;0.004430774136835236;0.011186179752116998;0.004490624522765357;0.004209785664990473;0.0046403543452279705;0.004539108803367664;0.0026002165037540964;0.004594466952860643;0.0037477851525019867;0.0031163653740968467;0.004873136573756681;0.0019354688528430142;0.006598421630125584;0.0041547862609550845;0.0026980348709059326;0.004054895404570519;0.010942723488721051;0.0045157585041968595;0.0028617843121926667;0.00523076570111547;0.0023080234111617914;0.010615508725386136;0.005136348463296109;0.004403434259264122;0.005653495059558367;0.0067249747314684916;0.006448789562984059;0.01076001012573341;0.020204193927654046;0.007581445470924264;0.008965755676607623;0.014773458518818838;0.019951412111815725;0.010677080662598482;0.00877596048959578;0.01696537105865903;0.020121865813337303;0.007659862895613545;0.004970307234414606;0.011777383106417072;0.020277148192884176;0.008811563250038568;0.007108841724850989;0.01320600283135942;0.021478526651461216;0.00863788166326962 +49;0.013863836465120016;0.01093498448857494;0.013465433320591025;0.01158330602771529;0.0034951927223938473;0.0046535813472104726;0.003466927680848969;0.0043375679850986;0.004753737529183566;0.005000930766135225;0.0035736540760855223;0.004000499311242439;0.004684993750888045;0.005467038562806725;0.010276665210923575;0.008872545419288558;0.010092988537413028;0.004297046487591105;0.003937641983113832;0.003341332830851307;0.0039668181102244515;0.003949633641697425;0.004433773219207959;0.011187697109434902;0.004531008832243499;0.0042265427204651596;0.004683362763730686;0.004517965232829907;0.0026311875129084866;0.004632080063371902;0.003748292662267949;0.0031478059650650037;0.0048890276685032985;0.0019918636612047402;0.0066396427724673135;0.004156655168660511;0.0027127502710134477;0.0040786349350848405;0.010936184490096035;0.004541301055807745;0.002881405526081321;0.0052873149840587386;0.002310377230236277;0.010680594389659293;0.005136611551947556;0.004504934093611135;0.005739554958833493;0.006809259479671592;0.006522143996901875;0.010784217145063502;0.02021335909519817;0.007716373537037358;0.009032601716351285;0.014793876745706314;0.019962996370448738;0.010775117330579675;0.008896038618159519;0.01696890371754456;0.02013064928557451;0.007773252854841706;0.005062885599834477;0.011792453159467753;0.02029619899379209;0.00891579532391823;0.007154417505214616;0.01321058433434763;0.021462188741878885;0.008741741042131101 +50;0.013885325277863791;0.011027966538928902;0.013567779151127946;0.011624874891274506;0.0035672463508815144;0.004731396312161018;0.00354852554803492;0.0044447862835392815;0.0048740249001133495;0.005083761081971894;0.0036927889486352006;0.004148010142227099;0.004726029391521919;0.0054999620766819635;0.010417765715715177;0.008920210992580835;0.010184807158079512;0.004264792031486192;0.004006848705924132;0.0033676912093641986;0.003995051037885583;0.00398644064454079;0.0044369498616252945;0.011189270639859639;0.004573783577209445;0.004244291790420629;0.00472891692636393;0.004495569693200363;0.002663991625211387;0.004671919622383253;0.003748823459574918;0.0031806890869606197;0.004905647916199463;0.0020508454719104646;0.00668275526248685;0.00415860983258412;0.002728140862623629;0.00410346370972095;0.010929345441271887;0.00456801558220149;0.0029019270135424158;0.005346458795299991;0.0023128160595017044;0.010748666379936433;0.0051368867126688755;0.004611090284871139;0.005829563187890713;0.006897411216724103;0.006599814595540876;0.01080937373663371;0.02022288378978565;0.007859242605227745;0.009103380406519646;0.014815095925294286;0.01997503505080489;0.010878921999175228;0.009023182717942169;0.016972574954165376;0.02013977731191785;0.007893315494246544;0.005160912700485326;0.011808114370931544;0.02031599710882337;0.009026160497967228;0.007202674474631687;0.013215345558564962;0.021445209931732157;0.00885171163489179 +51;0.013908222376159074;0.011127039887174117;0.013676830036913334;0.01166916768985371;0.003647289439595941;0.004817842937740763;0.003639168528608655;0.004563888322628384;0.005007643774079834;0.005175779535085245;0.0038251171898817105;0.004311851184600202;0.004771620614863831;0.005536541631856018;0.010566291147287799;0.00897038491712665;0.01028145754737847;0.004230567798815754;0.004080276679267719;0.0033956580522992164;0.004025006884900567;0.0040254935617809184;0.004440320420345978;0.011190901670909192;0.0046191683650184945;0.004263124155093473;0.004777250688909024;0.004471806639078063;0.0026987970991230043;0.004714190222626757;0.0037493789469824623;0.003215101527191344;0.004923041216354229;0.0021125696905400226;0.006727872934116752;0.0041606554174495325;0.0027442472866853196;0.004129447289179633;0.010922188269264721;0.004595972625055261;0.002923402955597676;0.005408353219329892;0.002315343497807709;0.010819904435471372;0.005137174672542544;0.004722182666054536;0.005923757178872363;0.006989662539525765;0.0066821827043938575;0.010835519587937825;0.020232783039447977;0.00801075434990528;0.009178439168836094;0.014837149535152472;0.019987547147319873;0.010989004264347013;0.009158017121339346;0.01697639056107636;0.020149264294552216;0.008020640403790802;0.005264869990420168;0.011824391449710259;0.02033657377440945;0.009143200658768946;0.007253849485671704;0.013220294016303091;0.02142756342978802;0.008968333396409178 +52;0.013932670859630902;0.011232826581178523;0.013793270256665768;0.011716461618906382;0.0037368006870167336;0.004914510769378405;0.003740536938361433;0.00469708504881855;0.005157076276805755;0.005278677798716269;0.0039731196936403645;0.004495106308642138;0.004822597537825574;0.005577440961900326;0.010722819200336187;0.009023262608726934;0.010383315906186241;0.004194187850177583;0.00415832723150264;0.0034253858389526604;0.00405684894395314;0.004067005390757328;0.004443903240746949;0.011192591699531795;0.004667410734793487;0.004283142399563261;0.004828627693633236;0.00444654689624413;0.002735793916622889;0.004759122369706353;0.0037499606715651057;0.003251139139014758;0.004941256011351619;0.002177208365633093;0.0067751214496771794;0.004162797620366782;0.0027611144026531698;0.004156658043015737;0.010914693041049528;0.004625250050173474;0.0029458931680836076;0.005473170661078053;0.002317963467881143;0.010894506967826456;0.005137476233557703;0.004838520808469693;0.0060223993381610386;0.0070862704221584805;0.0067696869239747826;0.010862698159872286;0.020243073301717818;0.008171713419524107;0.009258178330937561;0.014860074236532905;0.020000553461161807;0.011105950830452238;0.009301259119591287;0.016980356881871272;0.020159126005639738;0.008155904613690756;0.005375309379130416;0.011841311454558356;0.020357963197880524;0.009267538912714368;0.00730821560060424;0.013225437934462514;0.02140921989552358;0.00909222715573621 +53;0.013958834805604114;0.011346042210565566;0.013917886692378256;0.011767074827972568;0.0038378318067894823;0.005023623707802932;0.0038549479625540617;0.004847417887058919;0.005325732723465898;0.005394823464527437;0.004140149636989665;0.004701914372980481;0.0048801419565322746;0.0056236107924318435;0.010888000087616645;0.009079064171036322;0.010490805819635185;0.004155451287946144;0.004241451927453288;0.003457043721389663;0.004090758145251144;0.004111212939902353;0.0044477184384102975;0.011194342353529896;0.004718785949449217;0.004304459660981558;0.0048833412378501695;0.004419650235798267;0.002775194294329139;0.004806972056132147;0.0037505702954550857;0.0032889062550508774;0.004960344569366143;0.0022449527017250615;0.0068246369292435105;0.0041650425648311895;0.0027787907531348077;0.004185174323456303;0.010906838362856996;0.004655932138766694;0.00296946249519639;0.005541098942570821;0.0023206800776688907;0.01097268887020475;0.005137792257247975;0.004960446649300093;0.0061257770321059835;0.007187515398897948;0.006862826538386602;0.010890957004252688;0.020253772584180485;0.008343037112511276;0.009343053226944065;0.014883910142541645;0.020014076752571386;0.011230429263923813;0.009453725664362478;0.01698448085766424;0.02016937970284971;0.008299879412978661;0.005492860161908197;0.01185890399204459;0.020380202807849024;0.009399884650028667;0.00736608333256189;0.013230786314820997;0.021390147223786737;0.009224099740440639 +54;0.01398692297508719;0.011467579785644055;0.014051663724828911;0.011821409781668124;0.003952976996346058;0.005147978210884696;0.0039853434348053884;0.005018754474197917;0.005517953355086674;0.005527193003007219;0.004330521269369558;0.004937625496928444;0.004945722861040502;0.005676228104362135;0.011062568093847813;0.009138038397036807;0.01060440587334105;0.00411409218633127;0.004330198099970456;0.003490843438987923;0.004126961574255433;0.004158411192114936;0.0044517918377564025;0.011196155419614717;0.00477363675143308;0.004327219390982684;0.004941756164362016;0.004390932826686678;0.0028172597951058864;0.004858058943750437;0.0037512097574123604;0.0033285222202008302;0.004980367475233394;0.0023160142252203475;0.006876576228710574;0.0041673973889041205;0.002797332361724275;0.004215086487191516;0.010898599242539109;0.00468811612252254;0.002994185570682234;0.005612352620177119;0.002323497865514987;0.011054697829376292;0.005138123748706425;0.005088342332454088;0.0062342158714940865;0.0072937169090119824;0.006962176799703679;0.010920347815909892;0.020264900451766987;0.008525781520048958;0.00943358874419753;0.014908700849079692;0.020028141751160078;0.011363208921956636;0.00961635774623848;0.016988770029447986;0.020180044136256736;0.008453453081547713;0.005618246788050535;0.011877201238739588;0.0204033332758633;0.009541055151177091;0.007427810679294933;0.013236348937728182;0.021370310546242166;0.009364765459023927 +55;0.01401717031829186;0.011598452893415434;0.014195717409925757;0.011879920555760481;0.004085804682146227;0.005291427738816579;0.004135764629586786;0.0052164050549786956;0.005739695731126038;0.005679888223471985;0.004550135345885137;0.0052095458892384705;0.005021371899077226;0.00573692274549048;0.011247333433133777;0.009200455522531237;0.010724639668652447;0.004069812565252601;0.004425190953458558;0.003527024916774507;0.004165716387254326;0.004208934780653428;0.0044561525403936375;0.011198032851432282;0.004832351991166384;0.004351583668496167;0.0050042864929880915;0.0043601883343761805;0.0028622879065180185;0.004912745452150508;0.0037518811943733354;0.0033701189715387714;0.005001391567224456;0.00239062824763768;0.006931112548124507;0.004169869960985451;0.0028168010753124306;0.004246494294732728;0.01088994813991817;0.0047219093459436035;0.003020144820917947;0.005687168940960774;0.002326422103977835;0.011140807326708857;0.005138471815733847;0.005222632097852065;0.006348076407082404;0.007405228365046479;0.007068397983510444;0.01095092588057811;0.02027647778002306;0.00872116156372793;0.00953038648237331;0.014934492928107779;0.020042774847605527;0.011505172163115307;0.009790236324296209;0.01699323244036155;0.020191139311477535;0.008617646432047765;0.005752302897414963;0.011896237562166734;0.020427398026647392;0.009691988642696325;0.0074938078013607745;0.013242136236407909;0.021349672720478052;0.009515159191923361 +56;0.014049831138624014;0.01173978360747363;0.01435127985157214;0.011943102028981523;0.004241319174782349;0.005459379684402826;0.004311876503109602;0.0054478121345409025;0.0059993089037836955;0.005858665167947696;0.004807252678080021;0.005527899731547659;0.005109944055125104;0.005807986312055369;0.01144323507966194;0.009266632118308527;0.010852117610482326;0.004022302611166373;0.004527133515970561;0.0035658508195761107;0.004207303466325862;0.004263151595531922;0.004460831697825407;0.011199976778786258;0.0048953593142979646;0.004377727948345678;0.005071387926965237;0.004327200193356973;0.0029106086146122034;0.004971429184525977;0.003752586978821304;0.00341384319804125;0.005023491083208098;0.0024690571572792697;0.00698843834485674;0.004172469017162422;0.002837265609170664;0.0042795085919464515;0.010880854481826518;0.004757431078247887;0.0030474318447204773;0.005765811707376445;0.0023294583079415676;0.011231321247468395;0.005138837688227815;0.005363788555034388;0.0064677598139957215;0.007522442839605681;0.007182234453544878;0.010982754458384147;0.020288528562885544;0.008930561849194496;0.009634119679652775;0.014961339783963412;0.020058006365105907;0.011657309710214836;0.009976584994123572;0.016997877340797607;0.02020268822356175;0.008793617178659174;0.005895979796684936;0.011916052381918063;0.02045244691062975;0.009853743706817852;0.00756453274847696;0.013248160205888593;0.021328190923507018;0.009676336111925199 +57;0.014085257106201121;0.011893069047127725;0.014520002302552681;0.01201163114615722;0.004426732423238711;0.00565962301219905;0.004521846073615748;0.0057237069390571604;0.00630883209644062;0.0060718148347035095;0.005113796580522495;0.005907450090721189;0.0052155473705906286;0.005892714944425892;0.011651368832166442;0.009336943027335565;0.010987557626735645;0.003971161222354247;0.004636879255287635;0.0036076472623023104;0.004252072210287866;0.004321516806671116;0.004465868707448251;0.011201989518238253;0.0049631876693193855;0.004405872101575198;0.005143623730636898;0.0042916901301472965;0.002962627157082065;0.0050346029327997255;0.0037533297677986577;0.003459859007536009;0.005046749133272577;0.002551594159041326;0.00704876900751833;0.004175204340936628;0.002858802872259758;0.004314253436928345;0.010871284024761674;0.004794814807638631;0.003076149148627444;0.0058485760294162414;0.0023326124923584157;0.011326579688779703;0.005139222743616612;0.005512339970729169;0.006593714725574629;0.007645799992890556;0.007304611840252162;0.011015901745694223;0.020301078631829172;0.00915566907402604;0.0097456370160654;0.014989298951435526;0.020073868952150242;0.011820862848113456;0.010176913742862281;0.017002714688111542;0.02021471562831989;0.008982788860543212;0.006050433440680569;0.011936688164098763;0.020478533614532335;0.010027634703732746;0.007640565125876242;0.013254433759542938;0.021305819093439426;0.00984960549410313 +58;0.014123834066184338;0.012059988243991904;0.014703731561555133;0.012086255599513929;0.004652925702545219;0.005903905279372734;0.0047779987058408635;0.0060602862031540194;0.006686437062833256;0.00633184176656626;0.005487774208706497;0.0063704977435741494;0.0053443722327000676;0.005996073817118142;0.011872974636201628;0.009411809496623347;0.011131768990864543;0.003915882870129173;0.004755456837459371;0.0036528130052042307;0.004300450395408967;0.004384585689518938;0.004471312361770896;0.011204073585194707;0.005036482210259541;0.0044362866794684375;0.005221680600718953;0.004253309453428222;0.003018835504002615;0.005102868560678764;0.00375411254686589;0.003508350550095879;0.005071259056963762;0.0026385678210137375;0.007112346337005526;0.00417808692485877;0.0028814992134640893;0.0043508681075769;0.010861198286467477;0.0048342104028755994;0.0031064118004752173;0.005935793033598369;0.0023358912271630172;0.011426964457858402;0.0051396285296564925;0.005668878515564413;0.006726444323697622;0.0077757930599564595;0.007436606116169253;0.011050442209788236;0.020314156187670296;0.009398451602905922;0.009865922729708487;0.015018433249161411;0.02009039825241743;0.011997272576105722;0.010392980257141304;0.017007755352473897;0.020227248552168176;0.009186819674032898;0.006217013518670711;0.011958191273754415;0.020505716753237202;0.010215189884069664;0.007722576717356322;0.013260970994635302;0.02128250695138334;0.010036489855751451 +59;0.014166034607495326;0.012242595251963806;0.014904727346931268;0.012167890840494744;0.004937379517268664;0.006211106638277897;0.005100128905393936;0.00648355882501192;0.007161302560027033;0.006658843069716425;0.005958079224155588;0.006952815495417486;0.005506377230011461;0.006126053466916137;0.012109427292052666;0.009491686109326991;0.01128563620955747;0.003855978782899838;0.004884020325860078;0.0037017746128667206;0.004352893693151005;0.004452956806394598;0.004477212688935639;0.011206231707643344;0.005115938829801214;0.004469255104693731;0.005306300352765525;0.004211714369674324;0.0030797725578066426;0.005176872379509201;0.0037549385000555657;0.0035595191799271952;0.0050971212556130685;0.0027303496726919507;0.007179432392770746;0.004181128502744769;0.0029054480354482326;0.004389503407471296;0.01085055631481846;0.004875780055785095;0.0031383446922795544;0.006027825348895177;0.002339301487915696;0.011532889227894083;0.0051400566965906225;0.005834067659285291;0.006866504639600091;0.007912964162546665;0.007579427853492249;0.011086457547661466;0.02032779217282754;0.009661167049831942;0.0099960694921164;0.01504881159846605;0.020107633374416345;0.01218814835226445;0.010626776514253755;0.017013011261028055;0.02024031664898507;0.009407595207721331;0.006397271582068209;0.011980612580537509;0.020534060637847906;0.010418131190062019;0.007811310492135237;0.013267787379040219;0.021258199325652427;0.01023870574647967 +60;0.014212466453164319;0.012443500577344224;0.015125865567681474;0.012257709840994058;0.005104109173902416;0.006451395984500924;0.005345994265999465;0.006937170969498668;0.007652250824281226;0.006878746388060797;0.006371456707143064;0.007591359637926232;0.0056416536532480355;0.00607475266001728;0.012362386416428173;0.009577136553599819;0.01145024243835635;0.003790694163281705;0.005024065262637878;0.003755116595316549;0.004410029612973737;0.004527443001660525;0.004483641752833056;0.011208466841711062;0.005202501837876072;0.004505175427357677;0.005398487840310884;0.004166386160228852;0.003146156492698393;0.005257496020928898;0.0037558113775562063;0.003613597584924355;0.005124453232105308;0.0028273572361837973;0.00725033212049353;0.004184342885734438;0.0029307581859968346;0.004430334945436765;0.010839309796640828;0.004919712707668444;0.0031720929874587134;0.006125091517607595;0.002342850706412769;0.011644835495044803;0.0051405091884565435;0.006008658940744704;0.0070145328069101676;0.008057937204982046;0.0077346120907986204;0.011124037524789965;0.02034202059098611;0.0099466216389833;0.01013748200665987;0.01508050973302455;0.020125617295326803;0.012395546466945406;0.010880809543382886;0.01701849552121837;0.02025395250648976;0.009647480287779286;0.006593131636197791;0.012004007982678866;0.02056363593891075;0.010638638825237412;0.007907725294963253;0.013274899911101201;0.02123283557913047;0.010458425145404182 +61;0.014263855404720638;0.012665857042766127;0.015370614930039106;0.01235711829002184;0.004168028719856498;0.0058486074010965505;0.004671922899502384;0.0069289504221971;0.007522790837387272;0.005995199008855812;0.005753635356694625;0.007677191663541527;0.005381690288326801;0.0047878496816951;0.012633820956148067;0.009668838516554312;0.011626881645194875;0.003719294912125082;0.005177298412940318;0.0038134736954689163;0.004472536546569927;0.004608934136020926;0.004490674338807288;0.011210782189252089;0.005297205711199682;0.004544470392287253;0.005499345603336647;0.0041168091639736115;0.003218786862458467;0.005345700775905848;0.003756735600867367;0.0036708548016255726;0.005153392584393346;0.002930061300639164;0.0073254005152738055;0.004187746345587134;0.0029575565719228702;0.004473567307422183;0.010827401678066062;0.00496622855991069;0.003207825485643301;0.006228074878516843;0.002346547922202541;0.01176336388268695;0.005140988297711591;0.006193505503102437;0.007171259585546985;0.008211430684762155;0.007904009073487872;0.011163280948027654;0.02035687887841009;0.010258199838984683;0.010291853048921218;0.015113611022558593;0.02014439733003548;0.012621945043355787;0.011158101684374644;0.01702422256408176;0.020268192002117713;0.009909326135367102;0.006806914383546581;0.012028439015212666;0.020594520456485688;0.010879340726496267;0.008012976596428079;0.01328232730533807;0.0212063489433576;0.010698266117611988 +62;0.014321121336336118;0.012913660454647924;0.015643371681263618;0.012467897910810155;0.0028091310722718754;0.004956490608257702;0.003676178378931;0.006834468008338868;0.007251523063613763;0.004708576700490574;0.004808436005502514;0.007680593568049343;0.004992098350420582;0.0029635692581276296;0.012925895131094323;0.00976750174913743;0.011816940552719535;0.003640676905640572;0.00534593981978812;0.0038777081705991534;0.004541339731392369;0.004698630395454706;0.004498416290703688;0.0112131812177243;0.0054014448565819495;0.004587725844807045;0.005610357722405923;0.004062223772295537;0.003298726224881976;0.005442787799128546;0.003757716089208246;0.003731592937817607;0.005184092855989808;0.003038998653572253;0.007405034820587242;0.004191356991201045;0.0029859850980186176;0.004519429343098291;0.010814768525927998;0.005015573884391555;0.003245731180716499;0.006337318534947622;0.002350402613460978;0.011889101674216529;0.0051414965746704455;0.006389575735686132;0.007337509236904627;0.008374253165767731;0.008089770220792769;0.011204294556493632;0.020372407371527235;0.010599910737095264;0.010461124791527499;0.01514820541930506;0.020164024468400932;0.01287020478933032;0.011462192325680187;0.017030207933614427;0.02028307379178007;0.010196482643487381;0.007041374690889501;0.012053972063641338;0.020626798076272213;0.011143297033348931;0.008128384943924594;0.013290089724329879;0.02117866760775544;0.010961279166787574 +63;0.01438549607964923;0.013192198923386744;0.01594996182662045;0.012592425565606025;0.0012412040424922;0.003942031753793207;0.0025493388570658193;0.006767487712508874;0.006981071515806847;0.0032440835582737138;0.003749542707775444;0.007746343349056439;0.004549623986650209;0.000778597283548732;0.013241342262738431;0.009874066285197491;0.012022214655716401;0.003553682432553329;0.005532634069997738;0.003948809702929129;0.004617497472872434;0.00479791788279707;0.004506984816739057;0.01121566768264215;0.005516830508437209;0.004635602643101255;0.005733241111434195;0.004001818328038365;0.0033872174195149485;0.0055502551907038455;0.0037587581031598427;0.0037961460356462917;0.0052167202105826704;0.003154786723637004;0.007489669281374067;0.004195194212648079;0.0030161984911880324;0.00456817090535902;0.01080134271262656;0.005068017381983925;0.0032860170692627366;0.006453424184534873;0.0023544251934464744;0.012022734314748429;0.005142036745677425;0.006597972147752013;0.007514205116323225;0.008547304500348518;0.008294751456493776;0.01124719407738417;0.020388649689797145;0.010976940716682815;0.010647923729205755;0.0151843903280241;0.020184553861383625;0.013144161635000318;0.01179773369162096;0.017036468430792207;0.020298639676382013;0.010513333045277184;0.007300065834105696;0.012080678998214078;0.020660559582539095;0.01143456180788005;0.008255745850256124;0.013298208964393154;0.021149714072595582;0.011251502164407512 +64;0.014458525917747878;0.013508195824198155;0.016297781645333242;0.012733697102837005;-0.0005725684303152512;0.0027395162333404555;0.0011749462342690864;0.006753798045254139;0.0067266441982232195;0.0014321086426442031;0.0025175947761437723;0.007920451386453142;0.004032971657217332;-0.0015978554319280858;0.013583324201372426;0.009989596390833966;0.012244757582140275;0.003456645123845248;0.0057408417692419444;0.0040281088898006245;0.004702436259256704;0.004908651708913608;0.00451654175720545;0.011218245652960923;0.005645518274341899;0.004689000769708684;0.0058702907388654135;0.00393444136446669;0.00348590844622812;0.00567011248507393;0.0037598679069190677;0.003864905148935893;0.005251471358636017;0.0032781321576365735;0.007579815342540375;0.004199281085171425;0.0030483792224925976;0.0046200864522698;0.010787043583172506;0.005123875829619484;0.0033289266984492805;0.006577095473830563;0.0023586265164754205;0.012165069302054854;0.005142612057784712;0.006819964336928219;0.007702420462263326;0.008731634426208501;0.008522324926657776;0.011292116657238949;0.020405657995700377;0.011395551263159442;0.010855301581691346;0.015222281680519312;0.02020605141769538;0.013448305538462435;0.01217026596187365;0.01704302417431869;0.020314939648266916;0.01086511762201875;0.007587288619270993;0.012108645407035046;0.0206959132645248;0.011757930221496848;0.008397135745150386;0.01330671110807724;0.021119395052583423;0.01157371463173651 +65;0.01454232400970934;0.013870792435913715;0.016696893333366325;0.012895800016228587;-0.0028649408696254097;0.0013225895812280508;-0.00035111994746964137;0.006845314929131707;0.006532034504666384;-0.0005766842299885777;0.0010974745054159463;0.008286540550949795;0.003433032399804914;-0.004871731451512429;0.013955649657931946;0.010115373138653738;0.012487042228065626;0.003347516861240296;0.005974965346984329;0.004117280964103881;0.004797950337086049;0.00503317148829141;0.0045272888847663895;0.011220919539802865;0.005790227136401149;0.004749047915258486;0.006024402337928336;0.0038586707853774938;0.0035968850860289003;0.005804891892999542;0.0037610533721778305;0.003938340767013826;0.005288589643562158;0.0034098438706131745;0.007676097442771923;0.004203646556788454;0.003082750823244773;0.004675536089784771;0.010771769386531127;0.0051835369504919515;0.003374756691079811;0.006709176837588482;0.0023630187480918607;0.012317092968081034;0.005143226593103234;0.007057024334224837;0.00790342523191695;0.008928495465035435;0.008776926081556224;0.011339210155675072;0.02042348834266705;0.01186388091776902;0.011087307204067587;0.015262004269277485;0.0202285879790296;0.013788569910905824;0.012587042998893683;0.017049896773823958;0.020332027427148125;0.011258683262460545;0.007908625560291371;0.012137963402759855;0.0207329755933221;0.012119703564189344;0.008555316512189104;0.013315624178144692;0.021087610532467105;0.01193419482864333 +66;0.014639804776438892;0.014292596832622517;0.017161175025592224;0.013084371732426159;-0.0055787624127623114;-0.00030871476403604436;-0.0022531953472643973;0.007160244598697019;0.006507543033110186;-0.0031535562511088022;-0.00043100822455441334;0.009025069370057398;0.002747001414681649;-0.008824443294530304;0.014362989683546767;0.010252978212062502;0.012752112017820894;0.0032236308046384443;0.00624078046875659;0.004218520575913015;0.004906389892558399;0.005174543089343953;0.0045394900255927295;0.011223694120576;0.005954520168758248;0.004817220151723589;0.006199370799333581;0.003772651861951526;0.003722881993504429;0.00595791121507383;0.0037623225400359173;0.004016966013277168;0.0053283295802963315;0.0035508727452043254;0.007779181703211013;0.004208320273336674;0.0031195505570369153;0.004734903020492565;0.010755416810239282;0.0052474128178905954;0.0034238246556041463;0.006850592739680084;0.00236761673046873;0.01247985671584817;0.00514388451873643;0.007310849485455184;0.008118639532216476;0.009139270791207188;0.00906431555952586;0.01138863906778309;0.02044220310881406;0.012392497716935569;0.011349201167192624;0.015303696945112577;0.020252242378632657;0.014172662394633218;0.013057484857516566;0.01705711027804835;0.020349962794268928;0.011702921164469138;0.00827132561536692;0.012168735475927117;0.020771876171475245;0.012528065595365234;0.008733877108268895;0.013324979359328637;0.021054249186724938;0.012341096506914506 +67;0.01475512740497753;0.014791596668698004;0.017710426909118504;0.013307456563554254;-0.008758996401232955;-0.002115389785090349;-0.004297973763782492;0.007974125414250188;0.006939670037644785;-0.006025220066663062;-0.0019811128171489667;0.010533067526796724;0.002029639284621909;-0.013724763133815154;0.014811112416800665;0.010404369508147715;0.013043729433305229;0.0030813466252853083;0.0065460834390054234;0.00433479882893828;0.005030937501791122;0.005336914971339035;0.004553503447593976;0.011226574447364523;0.006143218406120032;0.004895518690520406;0.006400330320587455;0.0036738575282455055;0.0038675957170554165;0.006133660924961537;0.0037636852724658165;0.004101395251489809;0.005371000634629808;0.00370232617949999;0.007889872219325633;0.0042133385603720375;0.003159065352469431;0.004798650229693668;0.010737858853362647;0.005316001530164538;0.003476513450700658;0.0070024484997569525;0.002372436116005877;0.012654630125968569;0.005144590946750127;0.007583430650603518;0.008349748045424044;0.00936560889625404;0.009392014687271355;0.011440581623045287;0.02046186958454399;0.01299527462214295;0.011647822857205448;0.015347509842974505;0.02027709968512781;0.014610623590625038;0.013593916961930685;0.01706469061458904;0.02036881023595738;0.012209475913410373;0.008684910361572762;0.01220107242193913;0.02081275497571733;0.0129937060184665;0.008937477648453873;0.013334810285800747;0.021019191301475892;0.012805072147645258 +68;0.014919199017011331;0.015421085546047042;0.018401246297238383;0.013589298091034596;-0.011843374277492602;-0.003506271307208153;-0.005956844270936595;0.009947630905486338;0.008585539568527367;-0.008652942164794841;-0.0026667644629265186;0.013706910540317974;0.0015717665664711777;-0.019213285444736994;0.015307080216346303;0.010571908519707685;0.01336646671108932;0.002915692692005256;0.006901553323068188;0.004470186547334165;0.005175955285256606;0.005525969133031328;0.004569829228641187;0.011229566208743269;0.006362919113578669;0.004986682165956602;0.006634316822383524;0.0035588329626605186;0.0040360799350663;0.006338290552423298;0.0037651540558859;0.00419237636723041;0.005416988915363352;0.003865499387768423;0.008009160423012474;0.004218747336601103;0.0032016500444945473;0.004867349407819188;0.010718934114970158;0.005389918590741449;0.0035332941101315907;0.007166086754011258;0.002377492655768698;0.012842979149855105;0.005145352352349142;0.00787711931356233;0.008598773262333548;0.009609502489983046;0.009770330820466466;0.01149523195120361;0.02048256072912702;0.013691162094717713;0.011992568308182072;0.015393606138466187;0.020303252166181673;0.015116231609073938;0.014213208978661629;0.017072665872797765;0.0203886396675943;0.012794276248447645;0.009162381609583159;0.012235094619644893;0.02085576398163269;0.013531270404599005;0.00917252500514526;0.013345153407360644;0.020982307541457024;0.013340714728636516 +69;0.01546047086209279;0.016525107783116555;0.019586220394590126;0.014091615378890143;-0.011971610654669451;-0.0022376346997934338;-0.004816140460768642;0.014422630583243556;0.013202351688059999;-0.008150277194332034;0.0002565235268824073;0.020189516871093438;0.0024218524698559896;-0.02216965031313267;0.015860022272320196;0.01075870120591682;0.013726285892948331;0.002703169100841951;0.007333936601349567;0.004628973586291885;0.005342751488229991;0.005752279514753267;0.004571391438103756;0.011232675579587403;0.006637208134204209;0.005098630302488805;0.00690756576987378;0.003415982705119114;0.0042570606005173095;0.006584505119167028;0.003766741535749296;0.004290735393052775;0.005466698532426095;0.004041948723375308;0.008138111373869383;0.004224593274421706;0.0032476833483232603;0.004941612746677204;0.01069848055102951;0.005469822036093752;0.0035946750707250563;0.007342997323544098;0.0023828058661419516;0.013046584522681925;0.005146175286820098;0.008194684105153671;0.00886801636258605;0.009873185875210633;0.010213676110901404;0.011552831739436442;0.020504368838191622;0.014506667401762208;0.012396571842600679;0.01544219051901119;0.02033081640453327;0.0157087487042733;0.014938952156592245;0.017081071671536163;0.020409539548614797;0.013479599060057246;0.00972192663728294;0.01227095321692906;0.02090109457589029;0.014161237375769686;0.009447974363184564;0.013356054885944824;0.0209434323468769;0.013968429584988673 +70;0.01616769115693717;0.017851270357416515;0.0210029670635008;0.014695767756633171;-0.0030043244082050558;0.005618321829178818;0.003699406913818065;0.02173806281553986;0.02193287550734785;0.0013310396556216464;0.011040972733571908;0.029830704043539047;0.006340120802930671;-0.014317645785586225;0.01648158892945406;0.010968682250606543;0.014130767089368224;0.0024103467184385385;0.007854690486119698;0.0048002613342878475;0.005511165458600309;0.006012467885354311;0.004511480089346431;0.01123590924495943;0.006991318876863439;0.005236990570739175;0.0071982172523624155;0.0032341869100425136;0.004577366373474029;0.0068718937443952854;0.0037684658742839217;0.00439754592106803;0.005520688199243284;0.004233512787381544;0.008278154058287412;0.00423094312651956;0.003297677192764914;0.005022264629965079;0.010676263054407165;0.005556599646104998;0.0036613347630005677;0.007535106303486139;0.002388398710200468;0.013267703652286689;0.005147069170253038;0.008539471537337417;0.009160368657483153;0.01015951354768635;0.010742994463388889;0.011613642517575906;0.020527393261013716;0.0154802944956961;0.01287892790441647;0.015493483923605167;0.020359917940454775;0.016416172707839793;0.015805423426038412;0.01708994632396088;0.02043160509407027;0.014297809097497338;0.01038996278969323;0.012308811314673096;0.020948953069541698;0.014913365578657634;0.009776846296426833;0.01336756439650888;0.020902388164264263;0.014717868396836975 +71;0.016906068804051433;0.019250060133280567;0.022498579497149507;0.015333532166370012;0.01288589220860309;0.017513958387330608;0.016670752998040494;0.027540015854822575;0.02998288627130291;0.017077014575759886;0.02529473197146223;0.0365681886363004;0.011853687852171113;0.004012939343202654;0.017187050617882837;0.011206999868439982;0.014589837461737809;0.0021047277600783065;0.008393610615294478;0.004976601262443647;0.005683921694135063;0.006281193259663087;0.004446361838117918;0.01123927450445894;0.007359025743079783;0.005380420327319557;0.007497197201639216;0.0030452738259450496;0.004911513235661968;0.007168940826602965;0.003770345701596345;0.004514013782188603;0.005579551374208291;0.004442438744486826;0.008430848217384879;0.0042378656307641704;0.00335218658990033;0.005110201906568468;0.010652042705017739;0.00565121560376991;0.0037340173763390494;0.007744587305261896;0.0023942934596989374;0.013508798160763336;0.005148043655289591;0.008915490370028534;0.009479177092988456;0.010471741160804071;0.011389987570539495;0.011677935029768327;0.020551735259393134;0.016670391684260877;0.013468510022465296;0.015547713423497367;0.020390684880449372;0.017280860360108563;0.016864530176527004;0.017099328792758772;0.020454933336699677;0.01529792798560059;0.011206527269168376;0.012348836395308593;0.02099955067225312;0.015832703476602483;0.010178823493735778;0.013379732522999843;0.02085899613724096;0.01563391954674409 +72;0.01767955429419099;0.02073215303610998;0.024084051392725292;0.016008779744641433;0.02485970662906717;0.025733336160190856;0.0257765429007982;0.02938217401205684;0.03343550700189879;0.02861775752283774;0.03436144808559427;0.037982971324093284;0.015519567882786911;0.01941890518840883;0.01799699849101577;0.011480614290645952;0.015116900459847926;0.0017933258792371953;0.008945968039149377;0.005158020212552961;0.005862120029762552;0.006557015722266024;0.004381937977935457;0.0112427793439146;0.00773497583000099;0.0055272437223301;0.007804970761842611;0.002852216816604025;0.005252016709829249;0.007473662685057836;0.0037724067072231193;0.004641692221566879;0.005644084925118198;0.0046714513270821045;0.00859824587334207;0.004245455290313893;0.0034119454123059945;0.0052066073985595485;0.010625487677758838;0.005754943143291946;0.0038136983806425495;0.007974230486241352;0.0024005173208504482;0.013773108862926486;0.005149112062895311;0.009327670397278887;0.009828659351909519;0.010814015653203557;0.012205842881622464;0.01174604599763407;0.020577522751775934;0.01817108166066228;0.014211978318641738;0.015605163481930306;0.020423278867026662;0.018371233553486133;0.018200052578933312;0.017109268402242694;0.020479646871279567;0.016559064762659448;0.012236198411738508;0.012391238440331187;0.02105315303888755;0.01699198317898354;0.010685722133060072;0.013392623212762356;0.020813027694257746;0.01678905418954557 +73;0.018487539072405745;0.02230044102119233;0.025762759231036325;0.016722836059666735;0.0314466730616316;0.029922909959116617;0.03047155280772329;0.02929496034725021;0.03419347107642928;0.03480549918645154;0.038601551640693954;0.037171811890058803;0.017315115609936427;0.02857849358626996;0.018939899329909582;0.01179915232019324;0.015730490022743626;0.0014764496019660789;0.009511072950942445;0.00534443880848634;0.00604575744067698;0.006839703844213008;0.0043185802560603;0.011246432518267624;0.008118615186268996;0.005677300393157003;0.008121418140459302;0.0026551677114508565;0.005598148512321821;0.007785782447642109;0.003774679084111443;0.004782459274500495;0.005715235613833525;0.00492393399090349;0.008782805926284332;0.0042538233077945575;0.003477831175633217;0.005312896979570714;0.010596209079215213;0.005869305556291782;0.0039015484737575934;0.008227414491473739;0.0024071036027445702;0.014064518086929212;0.005150290044248218;0.009782094606411162;0.010213963854672381;0.011191375453457442;0.013293323425696169;0.01181837267370478;0.02060490758994371;0.02014532402376945;0.015264671052410472;0.015666170677691715;0.020457891693516972;0.019762339098010617;0.020057548296087746;0.017119823768945164;0.020505891240048424;0.018203105465365188;0.013585877030564408;0.012436266012245345;0.021110074944464374;0.018501070628549;0.011342856064425755;0.013406312427243883;0.02076421015630614;0.018280488315516763 +74;0.01932759993451305;0.023955209459902593;0.027535413080123305;0.017475979314396484;0.03498332764264242;0.03200703180457287;0.03283604675176127;0.028686929644792414;0.03401966200500395;0.03804968454942992;0.04050153230791098;0.03592475572147419;0.018168573719502812;0.033842762721672026;0.020102448270183926;0.012214438292040608;0.0164971690283654;0.0011545841301799364;0.010088138006434488;0.0055357316593959704;0.006234789901687576;0.007128954400308196;0.004256731916812417;0.011250243476974897;0.008509281771561239;0.005830376005030169;0.008446349774197226;0.002454383868402077;0.005949099012527492;0.008104939485444496;0.003777200460052199;0.004938664614637545;0.005794185527658424;0.005204125913470969;0.00898760191968856;0.004263108300617657;0.0035509404745307505;0.005430840238492107;0.010563722558123656;0.005996206559360562;0.003999031264606295;0.008508366989554983;0.002414083187589594;0.014387878352350336;0.005151597103201733;0.010286383057146298;0.010641536546124986;0.01161012676031059;0.014693178012159414;0.01189530760381241;0.02063403573553968;0.02255805672259137;0.016908366316369938;0.015731063361100084;0.020494708101629566;0.021268522608715923;0.0227949367556185;0.017131051001723296;0.02053380629982904;0.02014548137094818;0.01521205286717886;0.012484161209132094;0.02117062136127079;0.020277038535086334;0.012107133866763875;0.01342087304711348;0.020712286963966875;0.01997759978091085 +75;0.02019550480291743;0.025694971556716295;0.02940078731301088;0.01826743337327985;0.036994745062959467;0.03309373540989502;0.03408759946958123;0.028007392293890376;0.033575342458561974;0.03984808328315892;0.041357818154441395;0.03473299833792326;0.018587998652995985;0.037044022337242966;0.02167790427176064;0.012916002881512623;0.01759903166870136;0.0008284172496103581;0.010676181965558251;0.0057317098902791574;0.006429117687661745;0.007424360441153799;0.004196915359478914;0.011254222196448782;0.008906151308577248;0.0059861880252842226;0.008779475005199433;0.0022502466707867153;0.006303905515997549;0.008430654415605643;0.003780019758143627;0.00511332706924969;0.0058824641375219144;0.005517424070965143;0.009216596560188417;0.00427349039655478;0.003632688353954888;0.005562719648392889;0.0105273974947373;0.0061381021593264196;0.004108032595903505;0.008822516603671837;0.00242150084836662;0.014749446789323661;0.005153058602284211;0.010850256564974514;0.011119630502279543;0.012078357240370208;0.016417092077105844;0.01197738038926488;0.020665110011051757;0.02551078158425457;0.018978250816602205;0.015800290619847113;0.0205339842276151;0.023076649481161837;0.02622538249913753;0.01714302840402393;0.020563586448512527;0.022510239879912075;0.01719831902238861;0.012535255691251357;0.021235212522701996;0.02243709532741367;0.013034138697177955;0.013436406522304822;0.02065689342042254;0.022031522023875705 +76;0.02108424986918167;0.02751465998640923;0.03135388158143848;0.01909468584789953;0.03820743421244438;0.03368269035099919;0.03477956163500484;0.027373716448392704;0.03307557036019937;0.040900990881940213;0.04172346190430637;0.03369068106319312;0.01879657423637593;0.03911330545691233;0.023395636389991314;0.013701174908864133;0.018809348592405573;0.0004988127821674015;0.011273937469111428;0.005932100602851043;0.006628567484465275;0.00772537561906711;0.004139741379678541;0.011258380757884878;0.0093081803695656;0.006144368681435308;0.009120366028184779;0.0020432811110743243;0.006661386737589842;0.008762289769318199;0.003783200182816082;0.0053103552383961805;0.005982048957296204;0.005870831581803904;0.009474916799836364;0.004285202324682269;0.003724905292767866;0.0057114880312851835;0.010486419343649578;0.006298169544049381;0.0042309926756904925;0.009176892854291796;0.0024293983533016927;0.01515731868205017;0.005154707306958439;0.011486322236955226;0.011658939699313808;0.012606542485244954;0.018549106195725917;0.012065155700989538;0.020698343383520834;0.0291729479667876;0.021513982946878674;0.015874327903384167;0.020575989327476396;0.025336884420651296;0.03043805323936255;0.017155838024141223;0.020595435776519455;0.025449314742228557;0.019663880438836934;0.012589900316979263;0.021304291572307177;0.025122555079924225;0.014187630130390816;0.013453019302789082;0.020597650989793603;0.02459043749697487 +77;0.021982708353307734;0.02940319300939953;0.0333833843120388;0.01995248061787258;0.03897444551374385;0.034006708332938285;0.03517137535990128;0.02680940032170598;0.032590070072235355;0.041543971907286814;0.04184451592640459;0.03279516289253903;0.01889607241703206;0.040524263738512534;0.02516318635256687;0.014504683923967865;0.020052936356423468;0.0001672496968626036;0.011879757300723659;0.006136522901696251;0.006832870908655475;0.00803127408590415;0.004085920351915684;0.01126273209912887;0.00971404517939961;0.006304444886284344;0.009468416393486334;0.001834175765799917;0.007020078510375782;0.009099005634082002;0.0037868251136317643;0.00553491806732731;0.006095551440487568;0.006273625467053651;0.009769338089215651;0.0042985511394307285;0.003830009913149135;0.005881047316733945;0.010439713875057599;0.006480606941400624;0.004371136730991099;0.009580792970590057;0.0024378333852613787;0.015622191976208843;0.005156586440135391;0.012211274673869621;0.012273615803520932;0.013208540770196842;0.021258418127648948;0.012159297638693611;0.02073398671405835;0.03383830743299665;0.024706553532315878;0.01595373475916073;0.020621040533699064;0.02824061263691635;0.035752092976701455;0.017169576510303264;0.02062959469074288;0.02920191675328976;0.022807367937075718;0.012648507989796332;0.02137838032647532;0.028553072411810265;0.015663407843040433;0.01347083674819105;0.02053411333835653;0.027866136479355985 +78;0.02287377166007931;0.03134017022406477;0.03546817909305844;0.020831366250105177;0.0394643358112286;0.03417300654732425;0.035383011330246905;0.02631097643430802;0.032137491371255655;0.04193481794061982;0.041829897778532577;0.03202314824745378;0.018932264158590173;0.04151029912057064;0.026991390976665475;0.015330837488404248;0.021336922147168313;-0.00016299695347965493;0.012491515023178024;0.006344459950319237;0.007041638865972144;0.00834110508474012;0.0040362759131072345;0.011267290527743445;0.010122074598050146;0.0064658147373846675;0.009822793104684757;0.0016238024473317902;0.007378167469053815;0.009439709338915747;0.0037910075496524476;0.0057940298870852724;0.006226512999637501;0.00673840153208069;0.010109052065811364;0.004313953006765181;0.003951283067757799;0.0060766906863246595;0.010385825564856344;0.006691109358584357;0.004532840385907566;0.010046833955725865;0.0024468632541525537;0.01615857943751975;0.0051587545777525;0.013047778734541493;0.012982867438310619;0.01390316042115336;0.02485649569734727;0.01226061069693174;0.020772345656713265;0.04005690153070862;0.02890374173578547;0.0160391908725519;0.020669524070974443;0.032133824679051126;0.04276570046778427;0.017184361748984855;0.020666356127568175;0.0342117911144606;0.027001069288018986;0.012711580493395935;0.0214581134550087;0.03313192605730664;0.017631706665206304;0.013490011709151872;0.020465734073149777;0.03224719134242504 +79;0.023731911206310574;0.03329151725111423;0.037572696369101655;0.02171570646302101;0.04114044515850229;0.03542221295479031;0.03683838613961865;0.026780147865719472;0.03274706216579448;0.0438617782452595;0.043049646951253795;0.03267549518335888;0.019571919370011792;0.04355622402289311;0.028879960390470805;0.01617871202820842;0.02266075717591698;-0.0004951740512210145;0.013106497480813994;0.006555226634295808;0.007254331258591706;0.00865364160769222;0.003991761499552937;0.011272071112807147;0.010530176314964723;0.006627720309963336;0.010182381557297393;0.001413234168043065;0.007733420890717324;0.00978299852230785;0.0037959061517658377;0.006097517730751567;0.006379901332147053;0.007282781839558133;0.010506943890949305;0.004331992194708145;0.004093324675458587;0.006305838859370083;0.010322710142524727;0.006937661158692099;0.004722236869877272;0.010592690522831183;0.002456566419273276;0.01678682601806014;0.005161293968299563;0.014027552658715636;0.013813590807109366;0.014716744101429535;0.02988263140994707;0.01237002622994432;0.02081377263031481;0.04877205238855098;0.03469074991207133;0.01613148158608424;0.020721885397958273;0.03765441431344796;0.05246071078741377;0.017200329554382998;0.020706057825825575;0.04125506613936736;0.03288480813306638;0.012779697414806335;0.021544223647908423;0.039574322636868;0.020407915274022526;0.013510720321759706;0.020391885267735388;0.03842875602905693 +80;0.024522909712436203;0.03520909445653453;0.03964634486489871;0.02258317527031717;0.044639292836391065;0.038294386717820816;0.04015411833835891;0.028613613960964956;0.03487494091614862;0.04809311689676066;0.046110803185277494;0.03531853110722838;0.02110297578311221;0.04730216824551792;0.030826705251332687;0.017046440655493544;0.02402254575811824;-0.0008214905413524431;0.013721288059954762;0.006767932632085694;0.007470221741491423;0.008967322890675644;0.003953479624244527;0.011277090702735415;0.01093575598781793;0.006789216680119281;0.01054572294681283;0.0012037585018213615;0.008083111994190262;0.010127097364308002;0.003804372629093611;0.006466166091714021;0.006571017954211111;0.007941118344368309;0.010993826037727472;0.004356880875086289;0.004265327115209272;0.006585054118146305;0.010255336818288385;0.007239527746355057;0.004953040513890783;0.011257182732645199;0.0024684524669386365;0.017549877937433234;0.005167153085279652;0.015205837621333318;0.0148193260484204;0.015703429937905522;0.0375000680528732;0.012488637235686717;0.020858679312667938;0.06204474416124173;0.043322652096479564;0.016231526670635432;0.020778645064946977;0.04615384602728312;0.06699203449054092;0.017217638485628406;0.02074909429725791;0.052013557817061185;0.041857143787249806;0.01285353743101636;0.021637567913277644;0.04941705739719304;0.024651746610610314;0.01353316832464202;0.02031183621390409;0.047902753822154365 +81;0.025199362692467808;0.03702132303079386;0.04161363254230488;0.023400893135839707;0.04749609687918788;0.04063595137916132;0.0428546775562505;0.03010342818477918;0.036608370586536876;0.051536183146203784;0.048612553054434904;0.03746049429692755;0.022348439307033563;0.050364508097925254;0.03282878244346121;0.017931652652969365;0.025419808126104115;-0.0011410969656886483;0.014331641124047556;0.0069814410675588245;0.007688357568995774;0.009280191124992454;0.0039227029966455995;0.011282370269305564;0.011335629996517882;0.006949137471409794;0.010910944397631517;0.0009968793910247187;0.008423941089025;0.010469786444003815;0.003864189639673443;0.007016507412025863;0.0069459082851184295;0.008866792077438512;0.0117873645468064;0.0044499387964666015;0.004513237490615135;0.007018997723379383;0.010327838871913242;0.007734952367782433;0.0053118487476505605;0.012274663026344834;0.002511491286853351;0.01869089850383321;0.005227944188028244;0.01674557557651718;0.016257332216772613;0.01714627642063038;0.05053115122479834;0.012617842758911313;0.020907599892499018;0.08489218328347337;0.05776018583029041;0.016340510730175728;0.0208404778106146;0.061023625411447346;0.09144587792931957;0.017236494708167793;0.02079597752929563;0.0706155497106351;0.05732962746246362;0.012933975270936537;0.021739253888096055;0.06644671138599167;0.03200874171993251;0.013557622890724819;0.020224628046529247;0.06436609990276332 +82;0.02570137113386406;0.038632927751969914;0.04337373057153049;0.024125156006183923;0.04983113405026496;0.04254497520439526;0.04505415603100782;0.03130942703208428;0.0380165055023185;0.054338231373807444;0.05065657340942464;0.039188805327385334;0.023360910629114495;0.05287400570165923;0.03488212304854876;0.018831225850560962;0.026849101006742315;-0.0014504363595846947;0.014932376857786811;0.007194330516619385;0.007907521363458736;0.009589835392036006;0.0039008908258277852;0.011287931897118408;0.011725951216506991;0.007106063411550345;0.011275695372492567;0.0007943165609283764;0.008751971717709639;0.010808340600505506;0.003949184263510874;0.007663539897730276;0.0074145431587208654;0.00993853881498205;0.012740968689741172;0.004576675218396831;0.004801434529788179;0.007534101388039893;0.0104674757972405;0.00833118564586438;0.005737956779474723;0.013479413298021492;0.002565164752057536;0.02003147379401571;0.005315592969443006;0.018487045498707833;0.01792872883773622;0.018833576055371504;0.07756844328695933;0.012759240736363364;0.020961135650099383;0.13279443704610427;0.08658064577916225;0.016459777822814825;0.020908143989614825;0.09300242435664963;0.1408017614706003;0.017257129756907075;0.020847283722846388;0.10989429852865251;0.08986416950270126;0.01302200258869668;0.02185053367527412;0.10243852520674024;0.04759990705565864;0.013584384461248655;0.020129194396937278;0.09940431482915979 +83;0.025954119778126783;0.03991838018363403;0.044793362849236296;0.024698553864549444;0.05175893892807504;0.04411636657197415;0.0468624228212271;0.03229382125585534;0.03917072084976181;0.056639741200219196;0.05234340710087759;0.0405940092948166;0.024191485300397053;0.05495209034448323;0.0369809183043327;0.019741047624695307;0.028305661261157744;-0.0017465568347698746;0.015518077934928376;0.007405071318541789;0.008126384291067379;0.0098936912128183;0.0038895512998012305;0.011293797638554426;0.012102662158032573;0.007258466679386455;0.011637458602555273;0.0005989052683928464;0.00906309093777069;0.011139859079531744;0.004038042241196416;0.008350577713521878;0.007909498484304112;0.01107720883091523;0.013751652706392337;0.004709645869730994;0.005108157042887612;0.008080898591613483;0.010610103591947695;0.008963105223868395;0.006190140227064322;0.014757410594677667;0.0026165633240429476;0.021456169492140686;0.005407128795445304;0.020343100879650355;0.019704924615469577;0.020625798442551746;0.1290365768681978;0.01291486155474042;0.021020055746854505;0.22667842343664812;0.13528103456906249;0.016591040994583972;0.02098261573858884;0.16000036935178952;0.22724576489427029;0.017279840126905865;0.02090375001089928;0.18837127336881077;0.1541379239678924;0.013118883776301327;0.02197300580593753;0.17452770682099983;0.0790578686979242;0.01361383754510137;0.020024163587019084;0.17088089474971868 +84;0.02587719854532744;0.04073475629066725;0.045720237114311946;0.025055751135633075;0.053362172565778576;0.04541858439682145;0.048358776825933925;0.033101412644756745;0.040122418372676716;0.058542148713455755;0.05374553289534767;0.04174136006855722;0.024877001321813585;0.05668642688533598;0.039116463230878695;0.02065549840196712;0.029782613099934685;-0.0020239490838399044;0.01608115730919185;0.007611515796959345;0.008343048655579721;0.01018819496863832;0.003890549700155288;0.01129999769783463;0.0124602480923382;0.007404305097910513;0.011992653468109127;0.0004128505952536998;0.009351764870412782;0.011460335700883117;0.004131332469434035;0.009086438696772059;0.008436067290289284;0.012299923462686158;0.014831427534158337;0.004849792834632438;0.0054366406229502395;0.00866556766384241;0.010756456930916536;0.009638023199730061;0.0066737602521993455;0.016125625777371255;0.0026657332062275663;0.02298091849429118;0.005503089763893243;0.022339421895366363;0.02161021848127509;0.022546830523629713;0.1051231081392815;0.01308724439090192;0.021085322413926022;0.18977788991024291;0.09730347158711106;0.016736442862841372;0.021065109177601293;0.14412407113674197;0.1683765034250968;0.01730499675681263;0.020966298560171515;0.16114120445879987;0.13010698064198378;0.01322620031322952;0.022108669853785123;0.14993930722713023;0.06887165562353514;0.01364646317388063;0.01990781904302419;0.1495730413572589 +85;0.02539117705440197;0.040929717875756166;0.04599139138317798;0.025127365169709037;0.05470103137505011;0.04650147369213942;0.0496009453454761;0.03376480648365299;0.040909018576616996;0.06011928643711384;0.05491573779982262;0.04267832878821387;0.025444274867647554;0.058140869642997806;0.04127711546038815;0.02156738653219248;0.031270902240239096;-0.002277246936827848;0.01661315210943448;0.0078112123427106495;0.008555317181017652;0.010469325157308529;0.003905888809874969;0.011306564012630416;0.012792565017145874;0.007541275147956827;0.012337193987984552;0.00023885859372491103;0.009611895962203243;0.01176525436957726;0.004229011657732706;0.009870867221400681;0.008994013030417414;0.013604741028901274;0.015980026437405148;0.004997132900677603;0.0057874890894864806;0.00928845472947043;0.010905526392748222;0.010355912924405242;0.007188879415327809;0.01758281610439838;0.0027127428362953843;0.024607237017167494;0.005603437001591827;0.02447609071423379;0.023643343150066554;0.024595568516071586;0.05882379073502775;0.013279602109439348;0.021158152431254518;0.10841788058789703;0.046418616814256186;0.016898693753850225;0.021157162212352754;0.09088285267231999;0.08198946438518462;0.017333068669325602;0.021036095479961547;0.09479914397847145;0.07497476446501194;0.013345952637810132;0.022260054811090058;0.08919374304652972;0.042615065979868416;0.013682869606345127;0.019777991149278584;0.09075885657381244 +86;0.024434608026566274;0.04036894936849489;0.045462223314278294;0.024852464436469157;0.05582038541594081;0.047402180515623504;0.05063194097933754;0.03430828754049986;0.04155840281737577;0.06142616017968683;0.05589337255139204;0.043440258403874554;0.02591328500499701;0.05936302735420462;0.043446774436745716;0.022467267264464574;0.03275824645197156;-0.0025012243595217143;0.017105260807744105;0.008001560113081951;0.008760830822777621;0.010732856732449558;0.0039375472038963855;0.01131352899575766;0.013093224192425534;0.007666954413606042;0.012666750549613748;8.145254745373087e-05;0.009837200408532865;0.012049873425266311;0.004331166055694613;0.010710652491015882;0.009586749238537806;0.015004890669817222;0.01720623704930946;0.005151988573232957;0.006163396613793726;0.009954302553359828;0.011056444777864605;0.011122122094131104;0.007739569812057312;0.01914169594322379;0.00275759449284671;0.026347785980242122;0.005708196848149105;0.026774625604537805;0.02582332572500534;0.026790523217579243;0.03909285192976575;0.013496073965348021;0.02124011244325774;0.07311424738158401;0.02618533324813166;0.01708128451695745;0.02126075504894942;0.06675519481601389;0.046949361415901336;0.017364659684196537;0.02111464216400183;0.06565733808708285;0.05093140899480875;0.013480717184484403;0.02243041745785579;0.06246655856359107;0.031006160403874716;0.01372383996042248;0.019631888026827138;0.06457264366344928 +87;0.022983330564851023;0.03897007964487287;0.044042616610359575;0.02419407291447584;0.056753956149692364;0.04814861400894599;0.05148407285717693;0.03475008818999603;0.0420915139957041;0.0625040804694258;0.056708014948128826;0.044053669205189716;0.02629903794633104;0.060388690933090294;0.0456041140865282;0.023343068099854758;0.03422857653844069;-0.0026884610992810587;0.017545950740965044;0.00817912848512753;0.008956442416459764;0.010973261569487636;0.0039879311551024865;0.011320938971115968;0.01335400116258706;0.007778244384540833;0.01297556974024161;-5.653721447423932e-05;0.010019667497603968;0.012308012439282146;0.004437634224619624;0.011609018397694348;0.0102154958021764;0.016506132373285187;0.018514007936356824;0.005314311474395816;0.006566036360281691;0.010665565339884664;0.011207613942235017;0.011939106481126449;0.008327820492798899;0.02080781255736497;0.002800321189701277;0.028209591038886872;0.005817161649473435;0.029246554758283194;0.028159165726117097;0.029140394732348418;0.028990516355507978;0.013742112206420853;0.02133326559725557;0.05488337095054696;0.016172038436233604;0.017288812908832885;0.021378495514732254;0.05405436856417345;0.0294258532383862;0.01740056495126674;0.02120391582411929;0.050525309469780844;0.03848667864884492;0.013633887301979009;0.022624047024756955;0.048579261617057945;0.024962861369419387;0.013770405521479567;0.019465833890501383;0.05089374025500493 +88;0.021062901153094282;0.03672923745314183;0.041725476485965585;0.02315120498886314;0.05752885840914923;0.04876320291223868;0.05218331116603525;0.035104838813043826;0.04252516249821103;0.06338625678625798;0.05738343144453739;0.044539842911722305;0.026613586802960443;0.06124665224910342;0.04772204053957663;0.02417983251213862;0.03566164178652098;-0.002832136843135602;0.01792380067759264;0.008340443875599901;0.009138924106940505;0.011185002874524508;0.004059258773029872;0.011328835703438012;0.013566759865771327;0.007872041185045475;0.013257832314464812;-0.00017023190888149076;0.010151459402603258;0.012533486590781295;0.0045480111951263225;0.012568769198577523;0.010880806009999355;0.018113895332644292;0.019906387855937346;0.005483744281367109;0.006996887978223454;0.011424257800239979;0.011356677216597277;0.012808737891143895;0.00895527011360514;0.022585884275909907;0.002840982333284614;0.030198669092370567;0.005929859492506073;0.0319031207509769;0.03065908638080994;0.03165294488650394;0.022846394542782145;0.01402447561153597;0.021439646076105046;0.04373146912066406;0.010232638380305747;0.017527000747361132;0.021513175389869854;0.046176557747670266;0.01895064163405391;0.017441600611223018;0.021306063444607615;0.04123348878613631;0.030860445902556988;0.01380951588404078;0.022845842488069534;0.04004436746564499;0.021238299303371067;0.013823761272202528;0.019274550025186743;0.0424555686222059 +89;0.018750155561057413;0.03373209660903975;0.03859903363060835;0.0217638459531162;0.05816635807079662;0.04926353369105119;0.05275001143245406;0.03538400511925066;0.04287252981522782;0.06409871248450294;0.05793826892975429;0.04491544593475971;0.02686637942949066;0.06195950005556017;0.04977048464036504;0.024961027790518786;0.03703495388708977;-0.0029245817492435933;0.01822614111801024;0.00848160484727467;0.009304610804426905;0.011361916131435057;0.004153809040313705;0.011337279920085153;0.013722574681143462;0.00794493497201676;0.013506978315131257;-0.00025521381824900047;0.010224073454069837;0.012719427455876287;0.0046615803153232105;0.013592365880965074;0.011582489472167501;0.019833539022051705;0.02138553290210743;0.005659536093976958;0.007457232391258506;0.012231953779903382;0.011500356679094215;0.01373229442854057;0.009623221904933643;0.024479944101208906;0.0028795859242722877;0.03232004592253057;0.00604547639676517;0.03475576355937782;0.033330850804324186;0.03433526146990873;0.01950303128261721;0.01441952997938778;0.02170238624112031;0.037560263617892;0.006426568121514764;0.017855533549451685;0.02179768437064289;0.042344993649313656;0.012407203323735017;0.017535799876213565;0.021515163770764678;0.03612404338680464;0.02678529130724594;0.014088773665572596;0.023247552478482536;0.03561646632212101;0.019731168576502478;0.013916532195901832;0.019162255352323188;0.038158666777106554 +90;0.01616181303730224;0.030142401711425126;0.03483513804681393;0.02010753895465811;0.05868209562256277;0.04966253016665756;0.05319912165223839;0.03559599237943789;0.04314329440684528;0.06466054811432853;0.05838624816560789;0.045192676043628754;0.02706435165973209;0.062543863177003;0.0517043304725362;0.025663151854849797;0.038315469809098834;-0.00295744761135619;0.018438887255009084;0.008598204232029616;0.009449313679740612;0.01149710482562033;0.004273902314461953;0.011346329407044164;0.013811602338813733;0.007993146029514786;0.013715578206163759;-0.00030640249574820366;0.01022823436918241;0.012858167323300695;0.004777161718028111;0.014680789454290855;0.012318775453907305;0.021668320250874284;0.02295103636249063;0.005840324752002968;0.007947722984072647;0.013088938308237263;0.011634110204250536;0.014709430794392742;0.010331918132966578;0.026491139574930433;0.0029161461712735592;0.03457562150163729;0.00616270095506205;0.03781317430060627;0.036178771886757666;0.037190753806184196;0.018734889019245582;0.015000473423013583;0.022307701437260352;0.03594701471113959;0.003825994819459444;0.018329845789602617;0.022400796238349008;0.042846393841805774;0.008393851491209414;0.01774517759433203;0.021950052271904053;0.0349208417500082;0.02611172555807162;0.014563915427885377;0.02401394165847015;0.03527666736784463;0.02080865289214673;0.014087925756903097;0.019295578034498773;0.038090242570972155 +91;0.013430684508737745;0.026166667375514985;0.030652035450033033;0.018277086979839208;0.05909044694029486;0.04997206717785052;0.05354438529643635;0.03574851850526839;0.04334633878666683;0.06508933074807333;0.058739964526495214;0.04538274268693043;0.027213875768135276;0.06301502864626318;0.053478882021819274;0.026262871211617633;0.039470339010609035;-0.0029229912361508625;0.01854866183713899;0.008685959372133734;0.009568898854338537;0.011583956505367754;0.004421440247265707;0.01135606600040684;0.013824598217823891;0.008013094541430066;0.013876395228125449;-0.000319206994292609;0.01015538446481662;0.012942374428810521;0.004892893089905259;0.015832107479403723;0.01308520715325201;0.023617003462688135;0.02459777129299856;0.006023823168777254;0.00846778922648217;0.013993079975900824;0.01175165538937184;0.01573683402846976;0.011079596178003026;0.028615011051448813;0.0029507009290594965;0.03696129562172401;0.006279497063939099;0.04107763688078658;0.039200031382945144;0.04021541766212988;0.018144255843323576;0.015612738486098232;0.022948337395875207;0.0347226356198298;0.0017442524782489421;0.0188293916819684;0.023038646765773496;0.04330878430092189;0.005198159090997301;0.01796658958263464;0.022409797903553796;0.034022624228440934;0.025617516456070577;0.015065438569241918;0.02482382024603713;0.03505733403075828;0.021682313572697565;0.014268865192196944;0.01943992075603762;0.03809405674856636 +92;0.010681088050650045;0.02201300509992099;0.02627067307701214;0.016367752186132734;0.05940196977902468;0.0502008550324573;0.05379587282616538;0.03584722583368538;0.043488171758341077;0.06539792571390413;0.059008675944860256;0.0454938227302244;0.027319618028034065;0.06338423871051035;0.05503246528963435;0.026729138399643415;0.04045484487135642;-0.00281369814917809;0.018542192500295984;0.008740525081532446;0.009659107375647902;0.011615852459928577;0.004598019098317696;0.011366572979145673;0.01375251467355787;0.008001251337256432;0.013982060660885254;-0.0002888967749166138;0.009997309647896024;0.012964733726406608;0.005005902666438022;0.017039323032269516;0.013873002271518553;0.02567031649901491;0.02631266423135803;0.006206349431136904;0.009014708699746687;0.014938119130255723;0.011844287013824117;0.016806207630987946;0.011861065698656026;0.030837445844411615;0.0029832753995637507;0.03946256744567744;0.00639276355102858;0.04453944310785107;0.04237916330055658;0.043392240319935604;0.017605470789327615;0.01624565314424764;0.02360476862566152;0.03364853658727518;1.5434314720286224e-05;0.019346134824111294;0.023693128676818054;0.04359410610111869;0.002555550212352653;0.018193649019724978;0.022881743229497875;0.0332315521125115;0.0251484546428824;0.015582178611349695;0.025656343970898554;0.03479413135394571;0.022308722560400618;0.01445503994390207;0.01958112332019879;0.03801144576931903 +93;0.008011944468584442;0.017859351685848512;0.02188084417377989;0.01446093658721992;0.05962556168609745;0.050356226819127325;0.053962060391122835;0.03589684991353659;0.04357426232571382;0.06559715589467707;0.05920017883250539;0.04553276997378308;0.027385503617452622;0.06366097774520907;0.056303014691059694;0.02703118819946182;0.04122414490835591;-0.002622855664817958;0.018407194912731795;0.008757754388607097;0.009715793460277344;0.011586588847696477;0.00480472645382829;0.01137795802226127;0.013587124658281713;0.00795437111758407;0.01402551306763733;-0.00021123938726513858;0.009746742485646998;0.012918416907294561;0.005111836336967934;0.018287190993511115;0.014666671976631407;0.02780571169962537;0.028069953746982068;0.006382143953309716;0.009582201654662281;0.015911123739767552;0.011899929557098288;0.017901304655770778;0.012665602509219664;0.03312873078191503;0.0030138641289512436;0.04204795435784381;0.006497840316261161;0.04816847083007236;0.045679873826330875;0.04668292089120907;0.017104857161636122;0.01690025905368575;0.024277241513328995;0.032686970599797416;-0.0014257682912630631;0.019880916488800526;0.02436460710795818;0.04374302475751901;0.0003218637564970095;0.01842644008539529;0.02336615288336663;0.03252061345113222;0.02469709832792466;0.016114736225505855;0.026512215817674045;0.03449583545307644;0.022745547687257783;0.0146466038465074;0.019718301865555343;0.03786139476175565 +94;0.005491954483268557;0.013839952181347925;0.017626322383754944;0.012617758159237935;0.059768594451888424;0.05044425038821565;0.0540499587715062;0.03590129775568185;0.04360912992518773;0.06569597403547212;0.0593209334163558;0.045505233803777356;0.027414774809098708;0.06385311342455324;0.05721808956235375;0.02713408735206091;0.04172637713718763;-0.0023451330153505534;0.018133350871084697;0.008733998154813849;0.00973520481525858;0.011490851876387098;0.005041959098249449;0.0113903518761167;0.013321715081259122;0.007869757200166028;0.014000501770550344;-8.12323220160116e-05;0.009398028045925988;0.012797612429989114;0.005204871480930351;0.019552717019574062;0.015444204501859682;0.02998869080830402;0.029831736728306302;0.006543362716783074;0.010160461159970047;0.01689269143611466;0.01190358280200976;0.018998224171831835;0.01347717997721165;0.03544460669344529;0.003042486159554658;0.044669443188225966;0.0065885234272949345;0.05191594825722534;0.04904664714148632;0.05002936008678949;0.01663280553731239;0.0175773628347613;0.02496545415355067;0.03181174661323616;-0.002656261320865605;0.02043426809425486;0.02505292326681685;0.04378305648216152;-0.0015718856673345716;0.018664787643638547;0.023862851121554618;0.03187105188913275;0.02425808185509637;0.016663412013291135;0.02739159483248832;0.03416813023419296;0.023031978066313963;0.014843514450409767;0.019850240321983792;0.03765658179853704 +95;0.003169063391740501;0.010048369505324839;0.013606042763042003;0.010878710690255033;0.05983728429792645;0.05047003780765014;0.054065471241049545;0.035863851344838604;0.043596575811812865;0.0657019117548916;0.059376385052298364;0.0454159513290453;0.02741016154459086;0.06396728731542844;0.05770214158784448;0.027002398875666023;0.041907898516777564;-0.0019770595138081104;0.017713125026477705;0.00866636355037187;0.009714230137066293;0.011324619730022967;0.005309299449082205;0.011403906723098212;0.012951655579942267;0.007745480986728892;0.013902022709090134;9.712367996794757e-05;0.008947656134581927;0.012597971961010201;0.005276464480832965;0.020794217971764117;0.01616963298987839;0.03215372735579669;0.03153230503889437;0.006678225738061927;0.010731578377392692;0.017848601731453195;0.011834755139341402;0.020055700447052183;0.014267457705090691;0.03770574516968472;0.0030691729694138914;0.04724078327456471;0.006655778650573652;0.05568380328845135;0.052375808598808304;0.053324741300328826;0.016182298085028135;0.018276624193116042;0.02566788800164721;0.03100396871981026;-0.0037155087144258303;0.02100606609220268;0.025756761971592157;0.043733559925588805;-0.003211980096482936;0.01890825090770809;0.024370976964001922;0.03126931701492164;0.02382738241880844;0.017227598314589754;0.028293090814205613;0.033814817418856835;0.023195728290276163;0.015045544533527577;0.019975188934412635;0.03740579409035405 +96;0.001020058817358116;0.006511266199012544;0.00985534871775795;0.009261879260806127;0.05983599113872118;0.05043714927428877;0.05401269790081997;0.03578675149006072;0.04353922177462577;0.06562019210708225;0.059370350310156805;0.04526812780812883;0.02737354869807085;0.06400818973102695;0.057681438723578005;0.026602828764422215;0.04171693734384063;-0.001517452387481466;0.017142516114274087;0.008552961269006842;0.009650642298926981;0.011085537953013591;0.005605430770568964;0.011418814546865663;0.012474909189036487;0.007580581467911407;0.013726737918354215;0.0003351004097829069;0.008394723239426305;0.012317024974501045;0.005315964972845977;0.021954220278666503;0.016795391390499015;0.034209536531200846;0.033082510355397665;0.006771784631554645;0.011270479674183709;0.01873191596020274;0.011669862914692963;0.021017778207337412;0.014997619388289474;0.03980349270709416;0.003093910667008093;0.04964260155624323;0.006688403524191755;0.059331929535657024;0.05552316901219734;0.056421232095680285;0.015748058099050333;0.018997361591775785;0.026382447410497;0.030249590816321836;-0.004634847414689114;0.021595892116893944;0.026474262050724118;0.04360853126470232;-0.004639595637058624;0.0191561819556314;0.024889268370199114;0.030705319219506366;0.023401893840572008;0.017806340615395877;0.02921468920434611;0.033438489273252214;0.023256943523254803;0.015252319495897115;0.02009101354985532;0.03711527985708507 +97;-0.0008613721948698139;0.003283382452988093;0.00641502500907043;0.007774496328140534;0.05976968446643083;0.05034967190149575;0.05389635927371095;0.035672625081191844;0.04344010815022181;0.06545683961214555;0.05930718269100277;0.045065560352801626;0.027307119247072076;0.06398113050384535;0.05708979000878234;0.025907180538766728;0.04110778054313635;-0.00096777971118156;0.01642163733392077;0.008393109422556666;0.00954330718761165;0.010773217478336927;0.005928110084385652;0.011435314629030024;0.011892411327652064;0.007375217042668691;0.013473324518220364;0.0006250599825450287;0.007741253823789485;0.011954504971204094;0.005309939815910547;0.022950333356697605;0.0172568706061893;0.03602277073154814;0.034357257055780854;0.0068048144981990855;0.01174097103375854;0.01947611193423049;0.011381476156424153;0.021806075151288073;0.015612626249193906;0.041583029233882574;0.0031167022889911355;0.051704132073465026;0.006672356035528626;0.06265063370223078;0.058279377866663484;0.05910562984796197;0.015325852817688279;0.019739152435319207;0.027107013743337793;0.02953784791664038;-0.005436312265246546;0.022203374690225264;0.02720355114006212;0.04341772157504309;-0.005887892981799148;0.01940783348375108;0.02541637043271705;0.030171336272456717;0.022978962517053114;0.018398786979809012;0.030154491016859186;0.033040587518432085;0.023229888080768202;0.015463393431553119;0.020195418802955167;0.03678915613287237 +98;-0.0028290731902966826;0.0003770176410471393;0.0034534751633710226;0.006704867035175255;0.05964076564566767;0.050209531933545604;0.05371865662299302;0.035522621210337446;0.04330061679968833;0.06521464054016102;0.059188978800820635;0.04480984658445353;0.02721187204893072;0.06388873856944222;0.055874532933599674;0.02489523771521629;0.040045062881154836;-0.0003254592602104922;0.01555502751931337;0.008187462282238545;0.009392327215683893;0.010389406516883914;0.006274212902068366;0.01145370954235525;0.011208249968649664;0.007130743608525114;0.013142699218608556;0.0009670401067138346;0.00699231970887032;0.011512533367647126;0.005243603662956786;0.02367968074759519;0.017477143570425513;0.03742464485714159;0.03520311799242781;0.006755653978230025;0.012097434966381493;0.01999880087237238;0.010942777757893207;0.022324572404698984;0.016044332204078082;0.04285215132360187;0.003137571844644055;0.0532120765295252;0.006592297277064008;0.06536891552008295;0.06038043028200013;0.061110493213483386;0.01491240062067023;0.020500705351010673;0.027838364767867052;0.02886028722431444;-0.006139836730437276;0.022827539230787286;0.027941706003392408;0.043168923802409775;-0.006988340889645173;0.019662134852122648;0.025950227301667406;0.029661265142651994;0.022556520333678387;0.019003328737342118;0.031109286585935703;0.032622281774600914;0.023125980673934343;0.015678087486851622;0.020285551308183436;0.0364307169436795 +99;-0.004965825247611688;-0.002238041959779391;0.0010009625796201238;0.006130876714690814;0.05945223415763756;0.050019169454992074;0.05348239608928185;0.035338261318837105;0.04312253571411229;0.06489716594251438;0.05901836281332806;0.044503155568705655;0.027089093788574936;0.06373425380197517;0.0540041922748562;0.023558346181942635;0.038509197683626706;0.0003758340542758809;0.014551623669150415;0.007938039271273123;0.00919909426713783;0.009938000472430208;0.006639853740401269;0.011474389417883701;0.010429601750340134;0.0068497006487236445;0.012738076233533291;0.0013574114188145692;0.006155919632265305;0.010995621849134829;0.005103006295164247;0.024027321048861516;0.01737514617484648;0.03822348762454908;0.03545230794443388;0.006603145611536354;0.012288411248757736;0.020208857336852404;0.010333232507501622;0.022468429343977303;0.01621737310963739;0.04339751668681091;0.003156507976248696;0.053928195800328815;0.006433922902379319;0.06717201611572432;0.06152790939138386;0.0621353785390919;0.014505041741966762;0.02127997728130171;0.02857221542896138;0.028210207852954916;-0.006759649767632547;0.023466819668501726;0.02868478914803463;0.0428678968159546;-0.007962347804812975;0.019917660410176508;0.026488065013883233;0.02917025997167677;0.02213281965348579;0.019617661755475968;0.03207464974483454;0.03218427137698665;0.022953766780433593;0.0158954631349848;0.020357989367339346;0.03604228786080821 +100;-0.006932156785687704;-0.004613255883131329;-0.0012485666405184226;0.005580381109908661;0.05920651072066163;0.04978054673387722;0.05318983150356549;0.035120755308856166;0.04290729348789912;0.06450727921772326;0.058797449784942835;0.044147205347590646;0.026939815719874916;0.06352030082489368;0.05147445188101951;0.02190200546374199;0.03650051783438335;0.001168514673711707;0.013424373087504882;0.007648143339107627;0.008966239032703105;0.00942487667285552;0.007020573571778488;0.011497869529088378;0.009566413473711899;0.0065357000607538795;0.01226483934927347;0.0017911696333434701;0.0052426152737664045;0.01041047940998252;0.004878563512531908;0.02388597583183094;0.016881745700452533;0.03823626905796218;0.03495309376447042;0.0063316118511746455;0.012265204196235446;0.020022468029172735;0.009546241588993754;0.022143058884569244;0.016062444562994327;0.04302188849448707;0.0031734980895833653;0.05363022125785322;0.00618767818480781;0.06775007572713898;0.06143867157656291;0.06189768070221957;0.014101252775150508;0.022074060322073707;0.02930306065961208;0.02758196223327536;-0.007305711866083087;0.024118949618179952;0.02942769487576946;0.04251821154624169;-0.008824745757304298;0.02017256562828984;0.027026271892226728;0.028694256779197458;0.021706004531707235;0.020238679808938675;0.03304475816854513;0.03172640459379816;0.02271890954695399;0.016114271812373016;0.020408682614889262;0.03562492961789365 +101;-0.008742567903053056;-0.006820820174863407;-0.0033606978803475407;0.0050391433789689355;0.05890454578503834;0.04949437780185173;0.05284175404821889;0.03487044174826037;0.042655352689883186;0.0640459576798964;0.05852706374293959;0.043742398975875174;0.026764377964468844;0.0632479841270468;0.048310483970865015;0.019946399128069725;0.03404068424643869;0.002012740834681226;0.012189520120859276;0.007322175266538611;0.008697479912760375;0.008857568380151948;0.007411573751892275;0.011524833971505277;0.00863085871042446;0.006193227982144278;0.011730238098116574;0.0022621710150602103;0.004264957430622274;0.009765641193303587;0.004569699692858087;0.02318804851003442;0.015963741245007212;0.03734116687298983;0.03361755032128322;0.005937643771202039;0.01199608179149203;0.019388767712810395;0.00859787363045128;0.021294013185420457;0.015537507808548734;0.0416039580316343;0.0031885519274186536;0.05217823536445643;0.005853557613929139;0.06688268047204349;0.059927051701868184;0.06021589001050609;0.013699304883658892;0.022878913825983727;0.030023866267987476;0.02697109761868477;-0.007788551284191758;0.024780752787766147;0.030163847398961607;0.04212362930606828;-0.009592041700954956;0.020424484991547587;0.027560185634252665;0.02822998923626341;0.02127489581430253;0.02086224782025492;0.03401201575933799;0.031249093220433455;0.022427064095027482;0.016332875522057977;0.020432838916597085;0.035180124215401065 +102;-0.01040786772649649;-0.008861008826663186;-0.005320537861032815;0.004506034832523653;0.058547654175561625;0.049161694623604424;0.052439332800511496;0.03458789737062551;0.042367430363584146;0.06351467210402029;0.058208349431418505;0.04328951421408167;0.02656330184772071;0.06291877395110523;0.044567192483451645;0.017725929550915343;0.03117259381065085;0.0029043395474238065;0.010865655270513419;0.006965367289199886;0.00839739088142688;0.008244818618265981;0.007807968884895267;0.011556244003088745;0.007636635852629636;0.005827384030677285;0.011142946428569833;0.00276348300355278;0.0032367662317444035;0.009070965177155443;0.004186542311758079;0.021927624368264786;0.014637594946310784;0.03551528556591088;0.031452396922914794;0.005433001939574578;0.011476290331595973;0.018306961468483873;0.007526878234834111;0.019926195605048713;0.01464194813742431;0.039138687545707596;0.0032016643568769376;0.049560215294798704;0.005442787464503773;0.06450296786680676;0.05696311216559491;0.05706762039743629;0.013297145212370243;0.023689165710139237;0.030725837575020787;0.02637351462813653;-0.008214225302021871;0.025447971775206746;0.03088497217654007;0.041685631535797185;-0.010273196833151976;0.020670447118488644;0.028083924160207108;0.02777449806854415;0.020837810317949623;0.021483030376715506;0.03496677113247726;0.03075157162229525;0.02208101984509514;0.01654917827565172;0.020424863796070447;0.034707849688481396 +103;-0.011934105984708454;-0.010739431573902447;-0.0071374869558753495;0.003978880885512348;0.05813703398213743;0.04878344154952119;0.051983643170693705;0.03427365663582416;0.042044183221172426;0.06291477988906369;0.057842346449001214;0.04278928735526022;0.026337067826124327;0.06253400483198401;0.04032511791662774;0.015286619429811577;0.027957165492394687;0.003829885308409553;0.009472256637995002;0.006582925066010548;0.008070200556610563;0.007595476372569965;0.008203918806593102;0.011593459932945693;0.006597797795593441;0.005443060499314645;0.010511602474771675;0.0032872836024763763;0.00217267883502531;0.008336324995469768;0.00374929312950123;0.02017156400376119;0.012973272867456642;0.032855638818945154;0.028572239652524756;0.004844293294916202;0.010733463809573018;0.016834402842201168;0.006389454617678814;0.01811200562211468;0.013423230840515332;0.03575672316714318;0.003212806781312888;0.045915141285041816;0.004977057143579544;0.06073790927686096;0.05270429453701864;0.05261998117201605;0.012893355226339054;0.024498143818733498;0.03139846537230184;0.025785943364944774;-0.00858937780624447;0.02611526343034809;0.03158113329587442;0.041206118337296704;-0.010878549285638694;0.020906878005273244;0.02859040016118719;0.027325368461500243;0.02039363226148727;0.022094515345464805;0.03589736439928304;0.03023364263324302;0.021683924441811442;0.016760621270645704;0.02037847794891956;0.03420858453733899 +104;-0.013335392935605261;-0.012474771399062723;-0.008832052932738144;0.0034574193603293946;0.0576724862957505;0.04835936657274331;0.05147434898059022;0.033927401473491825;0.041685335225351006;0.06224580752093267;0.05742887025240395;0.04224114511322097;0.026085487875463276;0.06209358173280699;0.035683259658412236;0.012682126115507675;0.024467963622730515;0.004888093255969284;0.008206411113886092;0.006335227935002352;0.007963847084527909;0.007099989855029909;0.008851293103692759;0.011695329887809969;0.005684147961279695;0.00519533958338203;0.0101103565450551;0.003924308320525649;0.0011007826784829589;0.007791794238803829;0.0032846343312800674;0.018049510378938982;0.011083306831604078;0.029565275992776807;0.025181948098451423;0.0042083814635826;0.00982344814382996;0.015077771442411403;0.005249332523526995;0.01598015358190219;0.011969653624765542;0.031704810451323784;0.003221976373392499;0.041511780790895125;0.004484503770921133;0.055891238919955955;0.04747243534747958;0.04720485450820022;0.012486428914682657;0.025296276829481323;0.03202779278984602;0.02520537587801952;-0.0089187690858612;0.026775037051654627;0.03223904517567311;0.040685907208414474;-0.011415375847613651;0.021129070946558137;0.02907016963011566;0.026880389089366297;0.019941055716198974;0.02268771204268294;0.036787974650863475;0.029694582482972187;0.021237559234131176;0.016963781031379188;0.020285929167596084;0.03368211277470712 +105;-0.014617294719558638;-0.01407250431164142;-0.010407135905749598;0.002940112623784241;0.05715394130836038;0.0478893331663659;0.05091125397678886;0.03354890547567413;0.041290704785792665;0.06150746731183654;0.056967849455159314;0.041644665518980606;0.025808441463729404;0.06159753540164559;0.030750152391483265;0.009969081392183998;0.02078465105834737;0.006456721572866864;0.007652429374757297;0.006741884702927303;0.008894689104859244;0.007363279471267248;0.01061923116059521;0.012045512188578522;0.00540388251255286;0.005581802986689088;0.010829182102717994;0.005002970629184034;-8.047593478055504e-06;0.008169615102354477;0.00281800568348195;0.015711133690191725;0.0090868688540231;0.02588506690049397;0.021510177243823092;0.003561409290660067;0.00881189824789208;0.013158352370153836;0.0041597406607840615;0.01367399515074319;0.010381532344809097;0.027264637146732884;0.0032291677314051914;0.03666065964894227;0.003991830861894696;0.05033912458185741;0.04164641072396291;0.04120884544521197;0.012074717573093086;0.026071757472667878;0.032597155955984114;0.024628943942576864;-0.009205962753810581;0.027417844567404925;0.03284277456016804;0.040124897051079245;-0.011889119940445836;0.021331364090947602;0.029511864605144655;0.026437457825896793;0.019478553053756453;0.023251683656678734;0.037619532326468086;0.029133171656256174;0.0207425164894266;0.017154485651927898;0.020138484429665482;0.03312759643546315 +106;-0.01578720682853474;-0.01554153834144234;-0.011871141631724758;0.0024256177403696455;0.05658138475172314;0.047373261270644784;0.050294238706686034;0.03313799756322022;0.04086015877859839;0.06069958197833536;0.05645925732012058;0.04099953634927167;0.02550584515880594;0.06104594069894276;0.025634888844552783;0.007202573180868699;0.016986498805035888;0.008175654530285903;0.007119145830246532;0.007229928218186521;0.009972881338280892;0.007704604750563893;0.012603236358892433;0.012467307512404213;0.005147293960430344;0.006039407044350242;0.01169015088807146;0.0061865828080511776;-0.001179147344757825;0.0086440130885993;0.002370230597306733;0.013300051335909835;0.00709163305105176;0.022050449946983575;0.017771328848520618;0.002933826949145679;0.0077624742369085675;0.011191224513611098;0.0031587989150754225;0.0113277209835837;0.008754048752478205;0.022704595376807468;0.0032343391415060596;0.031659578927614396;0.0035206573765161897;0.044459194212637554;0.03559457548496714;0.03500521285951064;0.01165724822094849;0.02681144553827841;0.033088402533794525;0.024054471445331238;-0.009454923970955598;0.028033063269998548;0.03337489868714183;0.03952375105762007;-0.012305984664461311;0.02150754940945432;0.029903012375412708;0.025994919204577194;0.019005233157797896;0.02377434950268764;0.03837110601743099;0.028548943025300755;0.02020029274001245;0.017328105172367714;0.019927345971846755;0.03254493090042576 +107;-0.0168526199769099;-0.016890939055068888;-0.013232602706259255;0.0019142043896698269;0.05595419874756069;0.04681055712016624;0.04962257972585138;0.03269414458672193;0.04039316405648674;0.05982118972850836;0.05590253612537621;0.04030489451095787;0.025177331511329726;0.06043825155934579;0.0204397947759003;0.004432512575652803;0.013147192349958203;0.009969243968419805;0.006506444161620384;0.00770707674683524;0.01105105823303476;0.008016412622226854;0.014643744766552391;0.012928909168714586;0.00482217443494648;0.006476155390711225;0.0125356643108967;0.007408747609132349;-0.0024484283984974042;0.009083388895521849;0.001955020835271881;0.010929505563870068;0.005177310324949391;0.018250311539391717;0.014130620471380029;0.002346437950102531;0.00672589443209326;0.009266158422793547;0.002266600253508333;0.009044569173525585;0.007161440845582234;0.0182348197416069;0.0032374778275234273;0.026743287718429487;0.0030850383603979736;0.03856179562320006;0.02961099972989234;0.028889985516558525;0.011232401013128168;0.027496376016864055;0.03347682063633739;0.0234794476637612;-0.0096679003102067;0.028605507154306986;0.03381157527926559;0.038881444036498625;-0.01266942228988266;0.021649227859619202;0.030226590114319496;0.0255509183154099;0.018519477598593515;0.024238767443977016;0.03901372820549609;0.0279402750034623;0.019610298493847322;0.01747830766668379;0.019641010327298147;0.03193271301955258 +108;-0.017817195204223202;-0.018124679723992454;-0.014494580744705221;0.0014027210754739006;0.05527092654439203;0.04619990021997977;0.048894688102959716;0.03221628395184872;0.03988861801338395;0.058870200977929166;0.0552963977414751;0.0395590471071392;0.02482212116325644;0.05977307499975293;0.015258521675788117;0.00170742861083939;0.009333755088348994;0.011801627037016593;0.005806871012139947;0.008154623312567666;0.012094367247642235;0.008279343945230444;0.016691903579883483;0.01344049003664205;0.004416042851726365;0.0068713181424508996;0.013333771728017974;0.008641248979109395;-0.003785425945902976;0.009462507239719753;0.0015793869496584234;0.0086760268539805;0.003393541226187291;0.014614976747438613;0.01069662054068643;0.0018106469684191495;0.005736810831990402;0.00744300039767809;0.0014885100476438318;0.006892228821627544;0.005653209856043562;0.013996174265423766;0.0032385709004530416;0.02207023602254643;0.002691955200021523;0.032866803644144404;0.02389736187782776;0.023064625014242557;0.01079870767054536;0.028107251042829073;0.03373783387002982;0.02290159169583994;-0.009847035341841837;0.029119540700486946;0.03412898263035924;0.038196903080245814;-0.01298280098568827;0.02174798004815326;0.030465520574223248;0.025103745108324915;0.01801977992091941;0.024627816055899032;0.03951833031193264;0.027305610789665202;0.01897184584330125;0.017598654029759908;0.0192693089662197;0.031289563691235145 +109;-0.01868789411074645;-0.019251379661761714;-0.015665494509537803;0.0008940504483889722;0.05453015761395008;0.04554001567918897;0.048109035535405686;0.031703395384829136;0.03934545583380267;0.057844610799793195;0.0546395911928097;0.03876038339328547;0.02443946444268441;0.05904905728382426;0.010334480167164095;-0.0012509101382911503;0.005537837019703895;0.013629976777434605;0.005019775503241841;0.008549456152335044;0.01305978651650097;0.008470397583799194;0.018687545052717636;0.014011367163922372;0.003919276063871435;0.0071999664559321275;0.014044938978179045;0.009850229065130778;-0.005180472943986381;0.009751291316649202;0.0012453147660493324;0.006584191284771168;0.0017707928277005403;0.011222614155283805;0.007530968805740779;0.001330745092153529;0.00481540875891584;0.005755723929018353;0.0008215496960970459;0.0049088578555031015;0.004257625963596912;0.010070709381184262;0.0032375642566615515;0.01773156537555165;0.0023430619034003897;0.027509527557971314;0.018573284587505512;0.017647583615579165;0.01035516449097651;0.028619371638190394;0.03384129264920688;0.02231906702267894;-0.00999446086950262;0.029555221287482558;0.03429776588218836;0.03746950946544958;-0.01324949537813569;0.021793490650973135;0.030598769646558832;0.024651971415434737;0.017505051650913206;0.024920006503882597;0.03984880069705099;0.026643874487056962;0.018284884905661825;0.01768117531728164;0.01880035961681381;0.030614559697352828 +110;-0.01946702140640566;-0.020273486196187296;-0.016747127429338926;0.0003785641549245433;0.05373058874356085;0.04482973066766349;0.04726423168037264;0.03115454761368741;0.038762692870535354;0.05674261195143471;0.05393094943993049;0.03790747079668422;0.02402867528092445;0.05826493850270742;0.00592687424808469;-0.004227000573350237;0.0019495663506938765;0.015380118035239587;0.004146940913758446;0.008860633422328235;0.013886474519130498;0.008560724298022349;0.020536343408015245;0.014653463307750414;0.0033226159435714164;0.0074295047087361565;0.01461578150495324;0.010980605596395077;-0.006589631882721991;0.009911596332615846;0.0009505627569815767;0.004664403399321837;0.0003037730863709731;0.008095820669650533;0.0046383386076025435;0.0009039432369157274;0.003968692504422278;0.004211855351176963;0.0002476463473506385;0.003097692863940349;0.0029801817885232174;0.006471183671705294;0.003234439488641827;0.013753280190432093;0.0020362666944268026;0.02254516525337058;0.013673200287970477;0.01266926522628209;0.009900172224924342;0.029005714449729547;0.0337554342380586;0.021729645134457964;-0.01011138358056396;0.02989062909220075;0.03428683034626534;0.036697314855457464;-0.013471445674436477;0.02177485524311873;0.030604012467713382;0.024193913171882908;0.01697355397508793;0.025092178837091916;0.03996659969774319;0.025953015855796124;0.01754769734437156;0.017717324145418045;0.018223010030212983;0.029905712210635205 +111;-0.02016015137127658;-0.021197893979360227;-0.01774621977158586;-0.00012570300690994962;0.052870091860531154;0.04406716045214143;0.04635803818499262;0.030568291984780283;0.03813878568294027;0.055561285096142665;0.053168584849439426;0.0369980649172843;0.02358866775535673;0.05741862470942749;0.00182835128591341;-0.006914426300620002;-0.0011483187810099604;0.016964186021538596;0.0032002682356752077;0.009054224312534997;0.014506191385918576;0.00852055228115467;0.02212849880506973;0.015382414747581397;0.0026233214288973183;0.00752518619901954;0.014987493621745895;0.011968283970789972;-0.007963695765071055;0.00990369997174112;0.0006927817514876256;0.0029325560367611248;-0.001032469787980883;0.005265020055492786;0.0020500936757812394;0.0005291492614794557;0.0032032990406670736;0.0028215940578445453;-0.00023570725608723642;0.0014783595614583644;0.0018301315599398293;0.003236474415631685;0.0032291670955360563;0.010155737478734217;0.0017690291175747053;0.018030933834538576;0.009241067463807928;0.008173805416993973;0.009432028554900773;0.029237898889387104;0.033448544061911445;0.021131072921615424;-0.010198748400703339;0.030102683623149273;0.03406490141308982;0.03587797173740137;-0.013650226299636303;0.02168115611853283;0.03045875897298478;0.023727858902477195;0.016423406851102662;0.025120483558802142;0.039832557177392314;0.025230731248590654;0.0167580420091078;0.01769838687212144;0.01752793020342036;0.029160735759820255 +112;-0.020769007570177855;-0.022026515247363543;-0.018664287707626848;-0.0006424096533412804;0.05194571873391496;0.043249703537228346;0.04538735569233854;0.029942648816602357;0.03747162755911315;0.05429658291302086;0.05234989994148309;0.036029073307593196;0.023117945427313158;0.05650720292988254;-0.0016854653249986917;-0.009369997520242146;-0.004153376662933583;0.018281521583494997;0.002203241271932055;0.0090966757307126;0.01484849943765465;0.008323076024971399;0.02334317464427005;0.016217541133118463;0.0018282090228504133;0.007453905448232323;0.015101462391878151;0.012741926744119725;-0.009239337205949882;0.009691250893371084;0.00042970944226600194;0.0014407285273416726;-0.0024157157737839663;0.0029370934413456284;-0.00048772049591905287;0.00012507223693231095;0.002654900993686149;0.0016210431315225593;-0.0009454222572604642;-3.477122159312174e-05;0.0007864888141876358;0.00031507622018978054;0.0032216811486501795;0.006865661040657223;0.001559071072851137;0.015087346729130147;0.005632853064754473;0.004463182226019047;0.008949265934356632;0.029286369049149386;0.03288939789857448;0.02052130556218268;-0.010257421092167318;0.030167281081948216;0.03360093630359007;0.03500926221607026;-0.013787307409337535;0.021501605489667064;0.030140639810922742;0.02325221627298335;0.015852914246669902;0.024980624005908947;0.039407341278484775;0.024474902783981012;0.015913942659616875;0.01761558003703123;0.016707713079568087;0.028377503068234056 +113;-0.021297727018054102;-0.02276445474151334;-0.01950631877463338;-0.0011592769094141975;0.05095445757707795;0.04237470958248002;0.04434903712890348;0.029275612042749755;0.03675907261658162;0.05294440496915609;0.05147223469228912;0.03499738716646705;0.02261498887413027;0.05552768710996148;-0.0051198240994336786;-0.01162271962613115;-0.006840628287930084;0.019230746869157378;0.0011896232225960812;0.008960406596986492;0.014851578332755078;0.007949794230163731;0.024064499640897075;0.01718576278579076;0.0009554756026100009;0.0071901855473190945;0.014908894023586305;0.013232212836516821;-0.010345427601020696;0.009248320554632539;0.00016287913551737976;0.00012805413034155944;-0.0038475929038556123;0.0009750820546753358;-0.0027848376714421086;-0.0003021138778349086;0.0022487089008585426;0.0005611110275454134;-0.0018062582861693155;-0.001449608679149783;-0.00015923846404675146;-0.0023792414277221674;0.0032119644165679584;0.004014079977650464;0.001378671283638333;0.01317667756278107;0.0026169456665732227;0.0013106811229079973;0.008450570512660738;0.029123194124880625;0.03205089992216381;0.01989840714521618;-0.01028805268389732;0.030061540091129046;0.0328676323745003;0.034088907011369685;-0.013883832079925718;0.021226787288023186;0.02962991576021068;0.022765443615683;0.015260460565378775;0.02465034811463096;0.038655715969905025;0.023683451078883255;0.015013566735776473;0.017460985393588757;0.015758671141692826;0.027553885909705755 +114;-0.02174782947143683;-0.023413519961139384;-0.0202739413233326;-0.0016784783131835734;0.04989359975442342;0.04143980707577288;0.043240304519355455;0.028565402894876746;0.03599918730855389;0.05150117110825114;0.05053316849655065;0.03390034097849837;0.022078447744350305;0.05447736990927643;-0.008212014188220707;-0.013696519627873105;-0.009318475351182354;0.019730612926332325;0.00019726278979348422;0.008631318886523243;0.014477562250065024;0.007396991521298135;0.024206971185136372;0.018321493727968763;2.846711593595952e-05;0.006723813732304573;0.014383861551096833;0.013386808525405303;-0.011216143404576995;0.00856806857172887;-9.019789481268248e-05;-0.0010855803722331636;-0.0051623556321035435;-0.0008468468452919042;-0.004743486407196906;-0.0006926490442840105;0.0018646345217084304;-0.00042718358561433245;-0.0026016546410947416;-0.0027480757545921275;-0.001041665095638633;-0.004832306156560717;0.0031999533902585253;0.0015317549604656477;0.0012023862982970535;0.01136198177938974;-0.00020343345127527002;-0.0016079042542520572;0.00793362210014359;0.0287246159552772;0.030913196745337324;0.019259702699600645;-0.01029060653223568;0.029765866031986832;0.031844460380942685;0.03311284018279004;-0.013939936594381752;0.02084972464355861;0.028911653413338012;0.02226550267561045;0.014643405508001361;0.024111668322523983;0.03755027181509529;0.022852866238385783;0.014052594540382213;0.01722837632905705;0.014682030316695904;0.026686247941527963 +115;-0.022121930220069475;-0.023976948597673298;-0.02097033379716806;-0.0022022747086225536;0.048758979530451274;0.04044135205747601;0.04205684098488627;0.027809296885808132;0.035189039447998116;0.049961262516638794;0.04952902295865291;0.03273373341477148;0.021506246449779942;0.05335209310113953;-0.011070552920790178;-0.015611995468537865;-0.011607888730113869;0.01973836679094082;-0.0007261058977088286;0.008113881740317463;0.013723876879228492;0.006679171405119089;0.023736561239284915;0.019669910364490617;-0.0009107945737090173;0.0060645445722066205;0.013532291466273771;0.013182960504879992;-0.011803542560773927;0.007667546495396804;-0.000326352060668611;-0.002212630129812765;-0.006373470398297498;-0.002531360071402977;-0.006460094113081016;-0.0010587114980230017;0.0015024270897058822;-0.0013412310634211;-0.0033423350569623533;-0.003953277600670879;-0.001854993475660205;-0.007110185518039325;0.0031855830967225662;-0.000560442429888397;0.001030136729351927;0.009645595663783313;-0.00280822519031676;-0.0043300667988026564;0.00739626541466154;0.028073866310814877;0.029466838657024486;0.018602635059255412;-0.010265000258386836;0.029266242426091882;0.03052078063611985;0.03207702994828354;-0.013955709073869338;0.02036697016273825;0.027977967509259294;0.021750403261107998;0.01399921780662794;0.023353233106902405;0.03607532470637853;0.02197973172230272;0.013026859473745711;0.016914086367724845;0.01348487616263494;0.025771018786667543 +116;-0.022421715510733575;-0.024456849629791888;-0.021597583844464197;-0.002731176920320655;0.04754551331439005;0.039374894396099425;0.04079335479888835;0.027003966794505452;0.03432506319052564;0.04831777716968988;0.048455328935870234;0.03149238528771825;0.020895844853761725;0.052146787901280245;-0.013715550261801823;-0.01738474767941356;-0.01372656354711066;0.019260468977457035;-0.0015462965726988909;0.007431835065004888;0.012626548598859477;0.005827939635463575;0.022680933272888115;0.02128766318909392;-0.0018241129414680035;0.005241971571866677;0.012393480998584283;0.012633934982182737;-0.012087524490648371;0.00658658394747158;-0.0005496831030679661;-0.0032550082555016235;-0.007487504648533427;-0.00409150956365556;-0.00796466474940627;-0.0013997783757535576;0.0011611354624512238;-0.0021908791424154472;-0.004031718205633972;-0.005067384107518502;-0.0026061494141441655;-0.009212460546251577;0.0031688257983377155;-0.002457153807354784;0.0008617209541810222;0.00802241152588068;-0.005226611363684963;-0.006854203578944951;0.0068367935440600824;0.027163817177395577;0.02771542770649038;0.017924896420070002;-0.010211092222627505;0.02855640108646984;0.028898500305258423;0.030977759405571348;-0.013931147440697123;0.01977952933124527;0.026829943990761773;0.021218275450821;0.013325685297031598;0.022372461954114575;0.03423032115685931;0.021060988890319265;0.011933117521834236;0.01651777614566252;0.012180610500449607;0.02480495043060449 +117;-0.02264821724053734;-0.024854570720318936;-0.022157088621189036;-0.003265110423879669;0.04624814332636218;0.038236019557826406;0.03944462937613391;0.026146130221684105;0.03340371253137153;0.04656394408100484;0.04730761632663727;0.030171264649534013;0.020244732722046743;0.05085638930732994;-0.016166820140310012;-0.019028021263587158;-0.01569026335194912;0.018350342086022153;-0.002238547692000936;0.0066236911591367464;0.011253155269870696;0.004886207288884892;0.021123284484947047;0.023228121350281405;-0.002680068619231535;0.004300000772323398;0.01103261648984577;0.011785913772647594;-0.012078603835627755;0.0053804455135384455;-0.0007592298519990548;-0.00421416650395301;-0.00850713149682747;-0.0055262665242665765;-0.009303890566843442;-0.0017161115136106186;0.0008382861791192409;-0.002974721838469141;-0.0046709262168742605;-0.006091887289632947;-0.0032958264564580952;-0.01114191412764498;0.0031495784458511755;-0.004127514087945761;0.0006963461462783371;0.006482696324853432;-0.007458004753593039;-0.009183962473184648;0.006252799858078584;0.025998926218346874;0.025677145605543128;0.0172235973494117;-0.01012826302162706;0.02763943197093477;0.02699367210351422;0.02980992722642739;-0.013865562821013366;0.019093399849367643;0.02547880652970891;0.02066683580334905;0.012619832052279234;0.021176988933456764;0.03203200358413705;0.020092489400619584;0.01076639239416588;0.01604292755858161;0.010788725449695669;0.023783634076767868 +118;-0.022803360023497365;-0.02517254501291455;-0.022651341368925992;-0.003806280855585431;0.04486219364154298;0.03702067783952767;0.03800596575637938;0.025232816805528024;0.03242170664414923;0.044693749352804346;0.04608168921230993;0.028766029581387187;0.019550632563884562;0.04947616205104177;-0.01844204308034403;-0.020553371965422063;-0.01751297724224532;0.017094409819915835;-0.0027923893209896855;0.005734869325684899;0.009688369939202524;0.003900012776063999;0.019182629477288438;0.025483909148068085;-0.0034527623637501392;0.003288140469447254;0.009527357229379696;0.01070680885552966;-0.011812708588142873;0.004109172564176311;-0.0009570204482206024;-0.005099511344302865;-0.009440291409418378;-0.0068507671514248525;-0.010502875949336188;-0.0020103479071753028;0.0005335973481343514;-0.003700940585203094;-0.005264664095611105;-0.007035485472415615;-0.0039305825124347216;-0.01291535470420313;0.003127801241917527;-0.005623006615864012;0.0005340401091203928;0.005024145965315752;-0.009525772321082204;-0.011343127821926924;0.00564081247906234;0.024596248210211558;0.02338514857797458;0.01649509988152653;-0.010015404817908857;0.026528605779676973;0.024836959625675004;0.02856669701140291;-0.013757593294722925;0.018319637921548004;0.023946201957616875;0.020093279869008995;0.011877652530783545;0.019785279567315905;0.029515210541161352;0.01906866716788702;0.009518915029767872;0.015496981635999107;0.009334139803814256;0.02270117922973114 +119;-0.02288693307124734;-0.025410702003507923;-0.023080487339873335;-0.00435376156269518;0.0433795302607316;0.03572175943557987;0.03646887803654897;0.024258731120297528;0.031373383646487785;0.0426960868855093;0.04477042850472612;0.027268355828699242;0.018809490444895882;0.047997989072816605;-0.02055538633099374;-0.02197022155827577;-0.019206015996878323;0.015593266935754357;-0.0032110385062498192;0.004809912387739201;0.008018724463577098;0.0029116123423873486;0.016989817152813114;0.027727934648547725;-0.004128879004216213;0.0022538333747903483;0.007954421601748418;0.00947234190254298;-0.011341094533345308;0.002828657306112259;-0.0011432890497187764;-0.005913273353199244;-0.010290592685612054;-0.008067844133755053;-0.01158250214726686;-0.00228328008466111;0.0002478518852825351;-0.004370961665194906;-0.005814813150271103;-0.007901203944553958;-0.004512208643410287;-0.014538526045630551;0.0031034023998962046;-0.006968394147861101;0.00037456427545978777;0.0036419608971234307;-0.011432994350675907;-0.013336209285974565;0.004997763867205407;0.022983494876879895;0.020883814082098162;0.015735926805070743;-0.009871339704224269;0.02524590332479404;0.022470211085300118;0.027241395008502423;-0.013605780852103955;0.01747324585895793;0.022261888912602057;0.019494841355281345;0.011095386147795372;0.01822456640348591;0.026728942129886413;0.017984200791502758;0.008183713687142768;0.014890585038606963;0.007844328392928368;0.02155189075010222 +120;-0.022900641547295653;-0.025571206445309524;-0.02344679366394886;-0.004910015209466101;0.04179206234281141;0.0343322082388533;0.03482499431971675;0.02321864096831594;0.03025310902057754;0.04056005416363506;0.043366716424206864;0.02567013249970973;0.018017293882420127;0.04641376567501254;-0.022518201729238463;-0.023286162406636723;-0.020778466127035156;0.013942852457067834;-0.003506768113817671;0.0038857739522720758;0.006318700552801371;0.0019538434072625677;0.01466456629889934;0.02855907896629928;-0.004704765473762973;0.0012369886037418842;0.006377879206885373;0.008152510882470376;-0.010718697943043753;0.0015842559772686338;-0.0013185262216311444;-0.006658401902783884;-0.011061488335022851;-0.00918191824282688;-0.012561351171397783;-0.0025358035445182114;-2.690891387813199e-05;-0.004987110214455193;-0.006323233100935299;-0.008692272354039576;-0.005042889722215338;-0.01601762421390074;0.003076291768541073;-0.008188570584238386;0.00021683225435498166;0.002326692273692643;-0.013186306178130991;-0.015170052157677416;0.004321600740831322;0.021197330598027087;0.01822599494599153;0.014942861337161162;-0.009694794606769586;0.02382066264956384;0.019943857838339074;0.025827770010069084;-0.013408515868797988;0.016572201992480107;0.020461859779149716;0.018868818719778524;0.010269787778251604;0.016529154890784215;0.023733324243588427;0.01683431131045543;0.006756818322705582;0.014236906225047363;0.006347688787462946;0.020330526541647576 +121;-0.022843692501353097;-0.025653377648881648;-0.02374995997970486;-0.005474444064404338;0.04009315990879214;0.03284632032026691;0.03306778623845785;0.022108418129892504;0.029056247199640062;0.03827739731120028;0.04186455015595669;0.02396556354699575;0.017170862382238194;0.044716715651485384;-0.024339363396242764;-0.024507142087525136;-0.022237436807171163;0.01222323668166203;-0.0036971298304642186;0.0029884539203988147;0.00464219721604997;0.0010444378125298304;0.01230233088324395;0.025012013176187953;-0.005184550963924006;0.0002612628398590555;0.00484297663060429;0.006803600935823884;-0.00999619012429076;0.000398893854051674;-0.0014837502530613556;-0.007339950927081396;-0.0117581331174208;-0.010200706231131784;-0.013453894236117092;-0.00276946440535486;-0.00028389051039973134;-0.005553537378792606;-0.006792930720806778;-0.009413909758471006;-0.005526266510691102;-0.01736263584727271;0.0030464049594693954;-0.009301694008959416;5.983350751592731e-05;0.0010906109786597007;-0.014797786380918332;-0.016856916923314813;0.0036064836479736684;0.01928012096980458;0.01546864396982528;0.014110413687233425;-0.00948338457228215;0.022286943782466206;0.01731268965948507;0.024314606613647705;-0.013162680462707188;0.015635920006765947;0.018585280868339105;0.018211024961318767;0.009394416420180018;0.01473746687793942;0.020594523792628383;0.015609971388578003;0.005223935298308335;0.013550486256978855;0.004871434134396502;0.019027513780125016 +122;-0.022716929038059996;-0.025658376007178685;-0.023991350148492296;-0.006048893473974415;0.03827034601566526;0.031253188536373155;0.03118417844317234;0.020919942577378725;0.02777414935352418;0.03583093564169415;0.04025305314061711;0.02214172478174925;0.016263972232788193;0.042894398701450065;-0.02602623138792204;-0.025638011450693998;-0.02358878759362093;0.010501687332070686;-0.003802016111938089;0.0021399772758435853;0.0030386599021949845;0.0002019845009664234;0.009983311280390095;0.01679914245647618;-0.005578336550664198;-0.0006668543161628682;0.0033888381184000727;0.00547345724551207;-0.009218123047952276;-0.0007073219559822208;-0.001638990509134075;-0.007958766685077001;-0.012382062226307111;-0.01112532668469668;-0.01427013890852824;-0.002984534058595001;-0.0005253391657153439;-0.006070773579615607;-0.007224615016588443;-0.010067297853910362;-0.0059630390712687165;-0.018575834260384116;0.0030136025111867637;-0.010319431172929994;-8.894063454556456e-05;-0.0001030431463233672;-0.016268706295014868;-0.01839842012768278;0.002847284396646721;0.017276024722606254;0.012667883670073987;0.013233364941930503;-0.009234642403046278;0.020680378481719774;0.014631081658899259;0.022691081691532666;-0.012865041773577168;0.01468358326292396;0.016671089479536327;0.017517322324094753;0.00846330984138044;0.01288859652216856;0.017378908899452927;0.014302663695879847;0.0035716823940918907;0.012845961877941958;0.0034395134435327712;0.01763370528072672 +123;-0.022519676275799316;-0.025585680632792318;-0.024170883607969484;-0.006633783007156779;0.036311850712547056;0.029542572884716733;0.029162069437407734;0.019645658775525376;0.026398636055570357;0.03320496214332991;0.03852184131215086;0.0201870095018446;0.015290815724348095;0.040934983277507;-0.02758349150068784;-0.026681923185045475;-0.024836281065965915;0.008817954199024647;-0.0038387008771119113;0.001346675875352643;0.001525441354994106;-0.0005626050205599364;0.007748818529523804;0.008738088341613492;-0.005896042121348866;-0.0015112621344325339;0.0020268352847032656;0.004187057568678099;-0.008415879064276155;-0.001718000968837563;-0.001785201757476762;-0.008519442035196612;-0.012937930192238545;-0.011962783051671644;-0.015019346731500516;-0.0031824331515408755;-0.0007551303187194325;-0.006542604037596322;-0.007621043132405303;-0.010657175733350122;-0.006356507239934306;-0.019666262813100355;0.002977826657369509;-0.011253499846661796;-0.00024354159676764908;-0.0012282165179842153;-0.017610052893141992;-0.019805735872835184;0.0020428011656721257;0.01522753227472795;0.009874984303905876;0.012307155517206958;-0.00894606935921427;0.019035366958020994;0.011949064988947988;0.020947765251179806;-0.012512285734864514;0.013732784630198225;0.014755190286082076;0.016783758854318265;0.00747201671233122;0.011019364573182866;0.014148154554881831;0.012905503809605534;0.0018134512025369531;0.012136991106719508;0.0020713001993470925;0.016141355723076067 +124;-0.022251284272785332;-0.025434808317809088;-0.024288546794470678;-0.007229951352757169;0.03420675778811688;0.02770510233405421;0.026990762258425782;0.018278815676360693;0.024922101539813113;0.030385992141550133;0.036661032045083086;0.0180920846893744;0.014246184728127442;0.038827290981175544;-0.029011892532326833;-0.027639514077429483;-0.025980574285162872;0.00720100747889274;-0.00382319740180459;0.0006112214761344603;9.997710485876166e-05;-0.0012653473105885826;0.0056283101040705;0.003323084847138169;-0.006149315994237181;-0.0022888101851001874;0.0007608181464950903;0.0029624430537202873;-0.007613701583588872;-0.002638191813486346;-0.0019223936700139;-0.009022558437329686;-0.013426774945329067;-0.012713856950734903;-0.015709145345671915;-0.003363340854580399;-0.0009711520671769058;-0.006969394418881558;-0.007982687212065187;-0.011184344236772281;-0.00670715187941362;-0.02063547080776673;0.0029389050760982305;-0.012113489784227882;-0.00039337130172389934;-0.002287773663828929;-0.01882272979907551;-0.021079977203466882;0.001179115288659105;0.013172864366790327;0.007133640125442042;0.011322708420978156;-0.008613212558670424;0.017382945836986075;0.009309653424450115;0.019065160131795267;-0.012098503880033418;0.012798595691528192;0.012868531344163436;0.016003574299737977;0.006409021163184869;0.009162204811528296;0.010955829510019832;0.01140259454485859;-0.00013425689358559367;0.011435486753966995;0.0007701862230713452;0.0145337902139131 +125;-0.02191162301470906;-0.02520579861364569;-0.024344728023381945;-0.007838943200846327;0.03193415714514458;0.025722410262599915;0.0246479043966632;0.016805630869412003;0.023330103622754006;0.027344270677158278;0.03465260585740371;0.01583398156466531;0.013119518018306131;0.03655061750201227;-0.030310614091754395;-0.028510218802190623;-0.027021002415847928;0.00566968067515039;-0.0037688375831426146;-5.703146445690255e-05;-0.0012000606960062;-0.0018988432024978907;0.003641146762699221;1.597810426856583e-05;-0.00634907202124857;-0.0029991802180238114;-0.00039080671637803377;0.0018118772094135593;-0.006828648131174675;-0.0034738536405113374;-0.0020513257854138933;-0.009471737283737736;-0.013852344256450544;-0.013384037881680855;-0.01634579798540514;-0.003528393376681316;-0.0011755918880624328;-0.007354116440194791;-0.008311775845554426;-0.011652583337960154;-0.007017580302357551;-0.021490653871055976;0.0028967704818022577;-0.012907228918270341;-0.0005428237920878098;-0.0033022937677607;-0.019915309290382988;-0.022229929848891272;0.00025488642188653543;0.011144590724166514;0.004479452877426127;0.01027365194141483;-0.008232217156187271;0.015749540521138528;0.006748081529271754;0.017029770713365977;-0.01161852750566661;0.011893112890195567;0.011036259047305208;0.015171231569381938;0.00526816261409202;0.007344237686668809;0.007846336470517024;0.009784221111549751;-0.0022051426584748235;0.010751204141437043;-0.0004095662501306663;0.012799986104259808 +126;-0.021498522773900186;-0.02489657082004637;-0.024338187642660936;-0.008460963977411584;0.02948157996250922;0.023583955460172223;0.022122070021071583;0.015218738133290666;0.021613897517803515;0.024066163740406488;0.032484917263063906;0.01340442812819509;0.011905093727388794;0.03409191202805628;-0.03147688578173202;-0.029292099208249822;-0.02795531061136991;0.00423082443874967;-0.0036859931319045414;-0.0006750126471666285;-0.002404587050211404;-0.002469219136541856;0.0017888769154267292;-0.0020515291510958544;-0.006504520190654839;-0.003644004934508449;-0.001454422519847065;0.0007332060765936621;-0.006070793544521003;-0.004228095129842235;-0.0021720284733259265;-0.009867488392415025;-0.014215414650157077;-0.013974043800245695;-0.016934549944113808;-0.003677745455517911;-0.001367809929195829;-0.007697120818652592;-0.008608686797836773;-0.012062536853616024;-0.007288196824092152;-0.022233054420661258;0.0028512221141108185;-0.013641275070185532;-0.0006907617548304046;-0.00426090733287654;-0.02088872116887419;-0.023256648661023283;-0.000735916391735536;0.00916886821160312;0.001955101573333895;0.009149313636569012;-0.007797269143632102;0.0141562484128408;0.004293183599696437;0.014818359291057348;-0.011064572454398958;0.011025309225137558;0.009277376453075803;0.014278444199669504;0.004036435978635344;0.005586993794135298;0.004856927129700761;0.008031974262658448;-0.004471971027556032;0.01009157371969649;-0.0015346806628699916;0.010920317453836592 +127;-0.021011954617501938;-0.024507199531959456;-0.024269277982106097;-0.009098041768890841;0.026819520753602166;0.021263741140536307;0.019381208946647188;0.013498511841687488;0.019753170098208095;0.020508416333240742;0.03013273756334378;0.010769068174165675;0.01058788754894957;0.03142209710410171;-0.0325038840910159;-0.02998056593598941;-0.028778028793159605;0.0028872273943654214;-0.0035828743483975467;-0.0012338543567098625;-0.00350798356988824;-0.002982189584700534;7.620954924447698e-05;-0.003401998177836596;-0.006623692754865962;-0.004228254310788104;-0.0024202470657596065;-0.0002521738404706042;-0.005346266873690386;-0.004907874807624335;-0.002285109356425896;-0.010212671805004958;-0.014518995798750378;-0.014488191053094623;-0.01747978432402686;-0.0038123054747866703;-0.0015491988871177975;-0.008000748011820602;-0.008875217010940739;-0.012417216700750022;-0.007521063411417561;-0.02286839498355908;0.0028021744219771105;-0.014321100311931678;-0.0008382956289535448;-0.005173198168771265;-0.021749687848190424;-0.02416706323774176;-0.0018134525284907443;0.007262057494685781;-0.0004822693878261397;0.007938676732186067;-0.007301074713557121;0.012617832645604121;0.001959189739248579;0.012405823342044098;-0.010426721785175674;0.010201350982708135;0.0076033613944481715;0.013316380847027354;0.002701178660812653;0.0039018978758931233;0.001983852603916425;0.006126742771058069;-0.006945332028402529;0.009461871550215939;-0.002548994429917517;0.008873916558402417 +128;-0.020448757395251316;-0.024034602341959865;-0.024136073341170405;-0.009750454560032651;0.023930356181173895;0.018746989851052387;0.016409895006555875;0.011634821628457193;0.017735516370843918;0.016653648101510488;0.027579386315526033;0.007919669351537095;0.00915999991797345;0.028522546035718133;-0.03337574676691779;-0.0305650889495509;-0.02947649183674761;0.0016383495280077875;-0.003465732328917892;-0.0017425008670397535;-0.004517437480941577;-0.0034432719937411704;-0.0015109123020232706;-0.004319844958084795;-0.006713254872256602;-0.004757084445971449;-0.003299693000066828;-0.0011834804177199842;-0.004657748731457467;-0.005520128394019164;-0.002390598313136705;-0.010507649394614127;-0.014763580667659149;-0.014926998222517418;-0.017984880974265316;-0.003932185986814496;-0.0017194567083642642;-0.008265259052844587;-0.009111631130461761;-0.012717059393809071;-0.007716458773146084;-0.023397508955690594;0.0027493996683947697;-0.014950863537027237;-0.000984879345644285;-0.006035860274346216;-0.022498916412759362;-0.024961955386444412;-0.0030608236452831505;0.005389907259329307;-0.002970804573130259;0.006513420480451337;-0.006828385880640386;0.011111449190770895;-0.00045984015062128236;0.009690845819357197;-0.009841380646221198;0.00935127434859817;0.005887000157370981;0.012186756407619015;0.0011670998276289701;0.002212802632557631;-0.0009007591173761931;0.003958187210211239;-0.009717059401964434;0.008823107604683411;-0.0037201812782261534;0.00655442950023799 +129;-0.019808354887556945;-0.023478210204114336;-0.02393836063320065;-0.010420232721218836;0.020772261450189955;0.015996685194405114;0.013161644302755349;0.009599461662288089;0.01553222318741554;0.012437711037557975;0.024789403873507254;0.004802631559786885;0.007599863635052939;0.025352271871164067;-0.03407533382865413;-0.03103407782227252;-0.03003692712052941;0.00043460082621904483;-0.0033377021153110364;-0.0022054130142679096;-0.005441286724029437;-0.0038576117383120057;-0.0029786695340431324;-0.004966505816204059;-0.006777351099623297;-0.005235619455820961;-0.0041007945168004545;-0.0020385602132345637;-0.0040040984017418735;-0.006071364400195067;-0.002488988278494364;-0.010754701719829951;-0.014951600275958987;-0.015293896220954117;-0.018452796510278535;-0.004038118965402404;-0.0018795922562916956;-0.008492517163787405;-0.00931938641769725;-0.0129644824889803;-0.007876028567498805;-0.023824983531176125;0.002692776005204789;-0.01553425848136647;-0.0011312834055489107;-0.006854893581310417;-0.023141743480581844;-0.025646849789950688;-0.004620788366048734;0.0034319977240309107;-0.006205236928407576;0.004608890561128565;-0.00672349287721552;0.009564148827933217;-0.003489730569757654;0.006653864664007969;-0.00984141456483334;0.008256605305229314;0.0037196107597763373;0.010693665266046093;-0.0007092349498620809;0.0002727390103107741;-0.0044492617631384235;0.001362349739038038;-0.012724675446724287;0.008054126668875394;-0.005811285366440266;0.0038761526023050052 +130;-0.019087080083941;-0.022834424618963123;-0.023673881284371534;-0.011108118998141459;0.017341159917206195;0.013012553616441824;0.009629245216941307;0.007390377782178437;0.013144922974481332;0.007849228398484787;0.021770861245673068;0.0013967270790833375;0.005906314380179634;0.021918078931482565;-0.03456723714083143;-0.031363857148461016;-0.03043099550011985;-0.0005617851337998969;-0.003407070841524029;-0.0027265558926778954;-0.006425568634084722;-0.004374577901633869;-0.004398965775663122;-0.0059894468944456936;-0.007022684780435107;-0.005798802730504038;-0.00499386459712714;-0.00285272102428602;-0.0035339771426554922;-0.006748244169717865;-0.0025803083105497837;-0.010954046935423123;-0.015083299360571067;-0.015589200087783195;-0.01888593876610556;-0.004130180157943253;-0.002029457757202424;-0.00868269167963287;-0.00949865390709359;-0.01315973536481796;-0.007999931522061243;-0.024151276782233833;0.002632071561691929;-0.016074292427818992;-0.0012771836485365728;-0.0076287347842840525;-0.023678630973006154;-0.026222253005652174;-0.006071017096577647;0.001658295692674061;-0.009243546651978907;0.0028386648390696934;-0.006672400350179464;0.00815519326019487;-0.006341834451507822;0.0038849372497327117;-0.009910919054459955;0.007235495079340737;0.0017206819889148406;0.009303406559115324;-0.0024501726806744895;-0.0015690555234866288;-0.007755906795694045;-0.0008956656423655396;-0.015474652005254885;0.007341246199706664;-0.007820462094363378;0.0014123904359810702 +131;-0.018283230598152067;-0.022101476253771568;-0.02334150348872699;-0.011815991844160045;0.014202317910245732;0.010335023635645868;0.006226206102360798;0.005337573096380499;0.011064485890734055;0.0032205147428654435;0.019303964200074297;-0.0021412285924413688;0.004346075582479791;0.01904778579855826;-0.03480416131071351;-0.03152268992487062;-0.030620795979324322;-0.0014422107226949032;-0.0036439374953752823;-0.003253897176170528;-0.007377856666619498;-0.004937736242696333;-0.005650528900470242;-0.007321988905594212;-0.007406589402744745;-0.006388319373466733;-0.00589069204417958;-0.0035574490135075187;-0.0032629510109863646;-0.007477905898409798;-0.002664940513177616;-0.011107418024100535;-0.015160544121513242;-0.015815510672558597;-0.0192862094722005;-0.0042089312270359724;-0.0021697774401184255;-0.0088371967867924;-0.009650557992043174;-0.013304664789580034;-0.008089419091811823;-0.024379889981016034;0.0025670776636881887;-0.016573338873725252;-0.001423141881344625;-0.008361426939677896;-0.02411362175879539;-0.02669236527369545;-0.007378348546013935;2.2026197064040076e-05;-0.011979301319966495;0.0012304398454805465;-0.006626216392211504;0.006880114671565796;-0.008904741154479368;0.00136383284243502;-0.009973703859925243;0.006311663923129096;-0.0001346534699866453;0.008045504278527904;-0.004011707974104439;-0.0031802645051455247;-0.010728591490398731;-0.003059297793220228;-0.017955373757515103;0.006696521188474414;-0.00963125443849533;-0.0007920570749644362 +132;-0.017392893927481223;-0.021275470469086732;-0.022938736329881637;-0.01254517116038123;0.0113275384765128;0.00790484747752851;0.003062302650520987;0.003445583025929899;0.009200112919051762;-0.0010606937266386396;0.017166541153958992;-0.005630301918468916;0.0029138214963191356;0.016532989485209537;-0.03470441782179434;-0.03145582304241168;-0.030540891556596783;-0.0021391283361417157;-0.0038380989613544525;-0.003683291288349544;-0.00815299504248379;-0.005396599202106778;-0.006668557561750887;-0.008409214052358172;-0.007720238134637181;-0.006868513620448269;-0.006620905812385169;-0.0041305703997852605;-0.003043886204001589;-0.008072399154264165;-0.0027429392419226484;-0.011215015600715694;-0.015183495215030929;-0.015973122544123308;-0.01965503694334847;-0.004274453051603622;-0.002300545667408227;-0.008956208136279509;-0.009775265849651271;-0.013399478933539766;-0.008144624258793753;-0.024511183036506345;0.002497599990986976;-0.01703317979982888;-0.0015690246763735427;-0.00905256789251574;-0.024447203204554624;-0.027057710671230195;-0.008568392879857223;-0.0014314795114771517;-0.014470522064769842;-0.00022434148364114392;-0.0065842106850131366;0.0057208514226703144;-0.011239855246627961;-0.0009114568864232453;-0.010030811158791897;0.005471696265313852;-0.0017728486536578991;0.00690181567417314;-0.005436878400654432;-0.004663765786936169;-0.013436758668532445;-0.004987042031564304;-0.020213027931093697;0.006110265531802828;-0.011279708910045816;-0.0028179938154226924 +133;-0.01642361686644045;-0.02036814296923406;-0.022480587961198673;-0.013308173471012541;0.008531578005687379;0.00553661946192241;-7.610603552743456e-05;0.0016010665556480674;0.007380597758581242;-0.005333553548851899;0.015075615451797919;-0.008969317676196464;0.0015176911412790872;0.014077683198662427;-0.03413122037125094;-0.03107155197060707;-0.03008170108416741;-0.0027205227104094565;-0.00400005400758463;-0.0040414678174083285;-0.008799567114888829;-0.00577935274112773;-0.007517751507051029;-0.009316120430835184;-0.007981859820170967;-0.0072690583387329255;-0.007230007830287932;-0.0046086401096500085;-0.002861162520868682;-0.008568284756469424;-0.0028145534247579485;-0.01127791099701303;-0.015153294265253858;-0.016063640619178865;-0.01999354405886211;-0.0043271011354031885;-0.0024221986209515545;-0.00904060487784808;-0.009873491538572199;-0.013445319666921196;-0.008166316691099018;-0.024547311213106937;0.0024233109963514576;-0.017455231487567113;-0.0017151721285283417;-0.009704477490426244;-0.02468188663869819;-0.02732090886422678;-0.00965720250179114;-0.0027792681376095363;-0.01675016358114867;-0.0015673763066943458;-0.006545806088022799;0.004662181772059348;-0.013376999182637128;-0.0030089284349306133;-0.010083025910820442;0.004704378706415824;-0.0032941860965141068;0.0058571206200408454;-0.006741562639732912;-0.0060222840788379806;-0.01591525205332056;-0.00675341930780915;-0.02227836312201359;0.0055745337237949055;-0.012787981286300099;-0.0046703273433341685 +134;-0.0158544917635155;-0.020025682727665473;-0.022675206130279957;-0.014486398520469068;0.005818709979777736;0.0032347130590864026;-0.0030351798412011632;-0.00018553964012468782;0.005608112271614285;-0.009408082419576136;0.013032494539301887;-0.012197643015914306;0.0001744582142158002;0.011683958215432;-0.03283544747240841;-0.03020283778465982;-0.029043641720669422;-0.0032152116276791265;-0.004137814713195187;-0.004346168436889175;-0.009349588502109207;-0.006104945794099814;-0.008240194328521744;-0.010087638544499011;-0.008204394027277018;-0.007609777319342648;-0.007748166034718285;-0.005015345859722076;-0.0027057780566485112;-0.008990107003215786;-0.0028799003093550324;-0.011296505584819871;-0.015070307215930778;-0.016087662096062272;-0.020302241875436944;-0.00436702620374102;-0.0025349064222259243;-0.00909073400222149;-0.009945535566323715;-0.013442603008271492;-0.008154771008550332;-0.02448902411921261;0.002343992592504951;-0.0178401222998259;-0.001861680804839283;-0.010317928203117388;-0.024818649843248775;-0.02748299097258622;-0.010655986433856235;-0.004010490911392051;-0.0188410020073273;-0.0027879898302010098;-0.006510553972782107;0.0036896776621970773;-0.015336823469247918;-0.004921765329368277;-0.010130952024299589;0.003999624059505713;-0.00468462557574556;0.004897562984151893;-0.007937698930066794;-0.007267454799733342;-0.018188168635954405;-0.008371914920981993;-0.02417316442688322;0.005082591450019658;-0.01417150015666424;-0.0063650341078980155 +135;-0.015609822497975046;-0.020090380948730946;-0.023275193369191705;-0.01580581884088894;0.003203500276844906;0.0009638260969433432;-0.005942887093409066;-0.0019341853204442039;0.003886921926433917;-0.01335827953317592;0.011038694685340467;-0.015316027310291247;-0.001162506773284555;0.00935460773150032;-0.030296536540822983;-0.028500763401027696;-0.027009716051472177;-0.003641949682745893;-0.004256721023368049;-0.004609122498172469;-0.009824277186931796;-0.0063859516346399525;-0.00886360501215111;-0.010753433085036512;-0.008396476681118425;-0.007903849130773799;-0.008195339075649621;-0.005366311385901046;-0.0025716092197002882;-0.009354174920109481;-0.0029390784547472792;-0.011271056509085664;-0.014934719711340805;-0.01604556946571878;-0.020581009223517577;-0.004394338964541833;-0.002638817395970161;-0.009106833393336844;-0.009991615868338188;-0.013391585026804487;-0.00811015110280705;-0.024336761460329592;0.0022593353936210536;-0.01818768738841592;-0.0020086496035351953;-0.010893632636544082;-0.024858171510231175;-0.02754468085471995;-0.011576267614445745;-0.005145099052798807;-0.02076746079896541;-0.003914973263980492;-0.006478066797091397;0.0027928390212252907;-0.017142533867002374;-0.006685840792890474;-0.01017511819836625;0.0033498657426820344;-0.005965902190604222;0.004012835882036825;-0.009039752642752585;-0.008414671799289675;-0.02028235743939444;-0.009863085629477908;-0.025919077073954133;0.004629135858349009;-0.015446270049333855;-0.007926543001042674 +136;-0.01538868058531162;-0.02014268152158205;-0.023802557425405713;-0.01697540781581841;0.0006363122783814568;-0.001120331956630416;-0.008733841202693604;-0.0036080252506920374;0.0022054162041893477;-0.017154750854321055;0.009088616094807822;-0.018311535386228872;-0.002422128526117895;0.0070808223353666655;;;;-0.004015251798868524;-0.0043607182976179715;-0.004839117582821961;-0.010239461096995583;-0.006631730062242713;-0.009408890650493218;-0.011335780492244707;-0.00856447387857251;-0.008161052669068858;-0.008586460878885815;-0.005673291458265228;-0.0024542728245448564;-0.009672599839213092;-0.002992271905405075;-0.011202280437527246;-0.014747293715710263;-0.015938434336301044;-0.02082927129713852;-0.004409283242417461;-0.002734249768686081;-0.00908949404280246;-0.010012221368079888;-0.013293029019665115;-0.008032971620460627;-0.024091959512828387;0.002168937255032477;-0.018497212290847553;-0.0021563887788615954;-0.011433280976363758;-0.02480212897619216;-0.027507732480459124;-0.012427351888889993;-0.0061947571802785095;-0.02254909871270394;-0.004957984400414173;-0.006448023864071839;0.0019628887756835134;-0.018812531226807483;-0.008318205885828434;-0.01021596150261539;0.002748856530253363;-0.007151221881937175;0.003194428154423168;-0.010059006773905699;-0.009475724442522093;-0.022219146460172645;-0.011242308675214474;-0.027533691453299536;0.004209775499781188;-0.016625193399364857;-0.009371015749872313 +137;-0.015190678330122664;-0.020189502083761135;-0.024274577692076527;-0.018021784726455436;-0.0018064410780991302;-0.003261233752598347;-0.011432498979417005;-0.005237555716000042;0.0005679886491947173;-0.02081459657071294;0.0071852750497778395;-0.021193311531570558;-0.003654365329414322;0.004867763916524659;;;;-0.004345269073784963;-0.004452646360715851;-0.005042429831399464;-0.010606473041790743;-0.006848990493489859;-0.009890923980966582;-0.011850571347319594;-0.0087129732171779;-0.008388410167657012;-0.00893220573930431;-0.00594466038481134;-0.00235057003642844;-0.009954075375365301;-0.0030394687883983917;-0.011089720981254936;-0.014507326474964832;-0.01576556542774099;-0.021046034523042212;-0.004411769143012945;-0.0028211657879023133;-0.009038410049616141;-0.010007157191024962;-0.013146403178234678;-0.00792285179884411;-0.023753501796981213;0.0020724758393962928;-0.01876747080611718;-0.002304847717654712;-0.01193661676294977;-0.024649642423612006;-0.027371263746040153;-0.013217193039091635;-0.0071694013159320225;-0.024202623244298227;-0.005926669404985319;-0.006420153384247951;0.0011943980598916326;-0.020362522226413216;-0.009834130825012721;-0.010253853062289542;0.002191888556943411;-0.008251810829162487;0.0024361181376844065;-0.011005079338895385;-0.010460649395652055;-0.024016742445895023;-0.012522648585461926;-0.029032042860195117;0.0038209267622049126;-0.017719296652320082;-0.01071214995368086 +138;-0.015012038387190563;-0.02023174780859316;-0.0247005194062504;-0.018966234715578123;-0.004202050771621391;-0.005303267608978146;-0.014038048859529528;-0.006817697514933663;-0.0010103108475738587;-0.02433835777377391;0.00533084886872448;-0.023962145829479642;-0.004849299381800343;0.00272403950689748;;;;-0.004639490738671315;-0.004534607428498205;-0.005223695472040268;-0.0109336888582664;-0.007042693293337843;-0.010320683498698857;-0.012309537715774033;-0.008845372457525036;-0.008591116072201421;-0.009240459301460335;-0.006186601669471992;-0.0022581055758195967;-0.010205031156131139;-0.003080855520391612;-0.010934152769738748;-0.014215697174575714;-0.015528126222492777;-0.02122940142528551;-0.0044020457342563435;-0.002899891633256213;-0.008954202069946238;-0.009976925465597586;-0.012952542103852216;-0.0077803635689245865;-0.023322997675723434;0.0019695414796991884;-0.018996094907655525;-0.0024544063350968592;-0.012405413654569708;-0.024402481514658403;-0.027137115181252502;-0.013951534925921827;-0.008075411758852402;-0.02573993700099919;-0.006827058322742996;-0.0063942393181000146;0.000472751386476844;-0.021803558933659595;-0.011243219883004585;-0.01028908449764443;0.0016740808023953946;-0.009274902180108846;0.001731210229756197;-0.011884633021144841;-0.011376309919967742;-0.025687982118864472;-0.013712923834137136;-0.03042512812322462;0.003459365162352901;-0.0187365174723797;-0.011958872716723246 +139;-0.014849924914535073;-0.02027008676174169;-0.025087086785213986;-0.01982345181105294;-0.006495827486383998;-0.007271260023135717;-0.01654145163292764;-0.008341556527012628;-0.002554397285232657;-0.02771629634936046;0.0035150403704191646;-0.026611629929778946;-0.006001271835266442;0.0006217237538903575;;;;-0.0049036476876672674;-0.004608210384963396;-0.005386462304379558;-0.01122751835657454;-0.007216634457068882;-0.010706571006270926;-0.012721659951691722;-0.008964271972464966;-0.00877314548653274;-0.00951725647715107;-0.006403847092777082;-0.0021750443630529914;-0.010430387727762391;-0.0031163876027863746;-0.010734783857844654;-0.013871263676195733;-0.015224915873533251;-0.021375830311133992;-0.004379940217928424;-0.002970354197366909;-0.008836320354850047;-0.009921157786222268;-0.012710540229789125;-0.007604861316499456;-0.0227985706962337;0.001859657843105822;-0.019178658170435847;-0.0026050245962081497;-0.012839302459120017;-0.024059060304098656;-0.026803686704203855;-0.014635681075894524;-0.008919381656415926;-0.02717214756949371;-0.007665752757256339;-0.0063700940858048005;-0.00017658373045881248;-0.02314605695893901;-0.012555779351018703;-0.010321910707713933;0.0011915783620439768;-0.010227940233594524;0.0010746699110226743;-0.012704028660826205;-0.012229330682848039;-0.02724494519352172;-0.014821758227341775;-0.031723007136508;0.0031224388079007515;-0.019684203321211236;-0.013120246523556034 +140;-0.014702103849473236;-0.020305043565642444;-0.025439529725968857;-0.020604889973212526;-0.008716729202687734;-0.009179382977171358;-0.018951511189669645;-0.009815686103988419;-0.004052517110450182;-0.030958008013779015;0.001755546084699855;-0.029147997710825102;-0.007115527538170463;-0.0014149583257352383;;;;-0.005142788689334932;-0.004674816858106556;-0.005533778674378431;-0.011493445262733437;-0.007374054487077064;-0.01105584961492978;-0.013094670211222015;-0.009071866249214411;-0.008937879835903106;-0.009767776015684349;-0.00660047828625665;-0.0020999202934973704;-0.010634334405581147;-0.0031461844957724194;-0.010492011997176809;-0.013474463182579055;-0.0148565365634854;-0.02148145023575232;-0.004345585871766755;-0.003032764880919303;-0.008685086974739242;-0.009840119537007141;-0.012420819143899586;-0.007396639124510385;-0.02218104215367933;0.001742272086017127;-0.01931034568011203;-0.002757013296009414;-0.01323946832810563;-0.023620303885050653;-0.026371939354163487;-0.015274223984618862;-0.00970706216198236;-0.0285088837008729;-0.008448501712884138;-0.00634755718843083;-0.0008097355244429671;-0.0243990548956754;-0.0137807880908567;-0.010352550122636694;0.0007413422407238635;-0.01111741564655011;0.0004635814357207835;-0.01346879328572781;-0.013025474766457545;-0.02869811166039593;-0.01585665488439414;-0.032934379895593446;0.0028079239740395057;-0.020568717987114127;-0.014204167005578139 +141;-0.014566704297046762;-0.02033706224898768;-0.02576234321184878;-0.021320606990702817;-0.01085660391378429;-0.011023116927630472;-0.02126511267874731;-0.011237929838408434;-0.005505816209730785;-0.03405987621841167;1.9977123914216577e-05;-0.0315688046777538;-0.008190345721985404;-0.0033936831272529666;;;;-0.005360114376303682;-0.004735360638242092;-0.005667674810397205;-0.011735152441396668;-0.0075171389610468875;-0.011373298792515363;-0.013433695534758483;-0.009169668564819822;-0.009087615479482558;-0.009995475194991887;-0.006779192894914465;-0.002031612699215507;-0.010819711242092578;-0.0031702336449286883;-0.01020521085819348;-0.01302438463011829;-0.01442203697294453;-0.02153906828329455;-0.004298854027058097;-0.0030871189940068766;-0.008500073244156359;-0.00973353295592283;-0.012082660106256471;-0.0071551839619973245;-0.021468916042039377;0.0016168448699365734;-0.019382182796285674;-0.0029104651735037956;-0.013605970429107161;-0.023084968569373254;-0.025840623444541633;-0.015871041547830034;-0.010443265704730198;-0.02975826920075786;-0.009180096203651011;-0.006326492482308654;-0.0013891992650392204;-0.02557017255959204;-0.014925739504810576;-0.010381187949040083;0.0003230223968060386;-0.011948761682012421;-0.0001182705115700955;-0.014183581387774424;-0.013769590889222139;-0.030056317660715592;-0.016823920461175756;-0.034066598083302146;0.0025139279148937987;-0.021395434041416195;-0.015217251091461659 +142;-0.014442194476309123;-0.020366506181595745;-0.02605920252114735;-0.021978801378603974;-0.01291131481195995;-0.012799360591193132;-0.02347914855284472;-0.012606288427160273;-0.006910805891010785;-0.03701802207131477;-0.001646028210060102;-0.03387116036499194;-0.009224164572835702;-0.005305915962017238;;;;-0.00555865022075408;-0.0047906743741820135;-0.005790000362944858;-0.0119559745969392;-0.007647860650591198;-0.011663312054397745;-0.01374342268241091;-0.009259022862332267;-0.009224414727096508;-0.010203498372386877;-0.006942462621415235;-0.0019691962080218284;-0.010989072130800026;-0.003188539205065677;-0.009873865666003678;-0.012520276488315718;-0.013920637362467625;-0.021539778361600037;-0.0042396429797860735;-0.0031334446495681068;-0.008280929359505418;-0.009601177190521448;-0.011695471068394636;-0.006880073157321864;-0.020660966678053727;0.0014827332058078846;-0.01938306820427016;-0.0030655398673764545;-0.013939075792631206;-0.022452050784049105;-0.02520873433082671;-0.016429414242261853;-0.011132047141407808;-0.03092717344684992;-0.009864567242453326;-0.00630678448669697;-0.0019326501585057443;-0.026665850627238363;-0.015996941388364494;-0.0104079812399549;-7.931353248835649e-05;-0.012726556955774626;-0.00064897988276158;-0.014852325199327998;-0.014465773606046506;-0.03132703246301283;-0.017728878452123897;-0.03512588323467192;0.002238839534906445;-0.022168895931542032;-0.016165077353454294 +143;-0.01432730654668446;-0.020393676049388687;-0.02633314724415059;-0.022586243458009747;-0.014889104115587859;-0.014514365525309714;-0.025599121195777563;-0.013924612366495337;-0.00827474239932302;-0.039838841193548635;-0.0032863041187263242;-0.03605944329276367;-0.010219977521420898;-0.0071700014289071134;;;;-0.0057409287123035835;-0.004841452299081284;-0.005902300530875038;-0.012158696170334271;-0.007767866349189578;-0.011929562057526821;-0.01402776795054983;-0.009341049176241012;-0.009349998310137442;-0.010394471997586363;-0.007092353176457178;-0.001911910073274986;-0.011144548229836904;-0.0032011463164192677;-0.009497954141597154;-0.011962088570762863;-0.013352317791700097;-0.02146866673942205;-0.0041679522910512135;-0.003171833965677162;-0.008027639896156957;-0.009443041345120085;-0.011259209780515256;-0.006571297728937275;-0.019757139595444784;0.0013392084118887815;-0.019294407628596133;-0.003222500953651952;-0.014239381190251699;-0.021721510579070902;-0.024476217622373175;-0.016952186371756772;-0.01177694265175222;-0.03202155871829593;-0.010505437701743059;-0.006288334023436426;-0.002441745516939431;-0.027691683303981307;-0.01699990375225502;-0.010433065116811635;-0.0004426461918103364;-0.013454794712220774;-0.0011514216851784553;-0.015478442832327355;-0.015117583785676736;-0.03251674343585398;-0.018576163345564112;-0.03611762497644411;0.001981331347122417;-0.022893045001156853;-0.017052510135346033 +144;-0.014221034408645972;-0.020418807940815076;-0.02658653928467747;-0.02314809321694722;-0.016783241665871973;-0.0161630888419646;-0.02761997835995178;-0.015189664494081212;-0.00959220636839797;-0.04251598376907717;-0.004875062978965339;-0.03812899969831207;-0.011175273912766848;-0.008972215081830104;;;;-0.00590886572155247;-0.004888232998412678;-0.0060057623615187294;-0.012345462035211141;-0.007878426420215745;-0.01217485905382043;-0.014289734910799323;-0.009416618123998521;-0.009465696738714113;-0.010570415175973125;-0.007230447533625728;-0.0018591384569990876;-0.011287786361377616;-0.003207956911060572;-0.009075892289678145;-0.011347627298157303;-0.012714658092432773;-0.02130412667872028;-0.004083435174284278;-0.0032021650555779657;-0.007739098487657969;-0.009258396524644663;-0.01077209804727669;-0.006227567401427048;-0.01875373737779462;0.0011854494431792761;-0.01908926062745686;-0.0033813981387949;-0.014506449456814119;-0.020890146670089704;-0.023639866622014116;-0.01744175330496489;-0.012380918126251084;-0.033046440605054794;-0.011105652058276405;-0.006271057275002323;-0.0029186966363798916;-0.028652374450389928;-0.01793923412436138;-0.010456553673345415;-0.0007889286484443758;-0.014136822220832457;-0.001622310569557861;-0.016064807306669593;-0.01572801482770969;-0.033630904534811545;-0.019369663758913802;-0.03704636433609099;0.0017403075810689117;-0.023571199263138443;-0.017883624922603758 +145;-0.014122510039219938;-0.020442107287957034;-0.026821451718169187;-0.023668955636536593;-0.018594763168663153;-0.01774634658959462;-0.029542094588270285;-0.01640185996438781;-0.010864313452982444;-0.04504963628435421;-0.006419093132072451;-0.040079739575743734;-0.012090374267020643;-0.010715503331361287;;;;-0.006064029790045833;-0.0049314581541310964;-0.006101358423972081;-0.012518029978167755;-0.007980582063374375;-0.012401505127250911;-0.014531784823515137;-0.00948644381063668;-0.009572600718852187;-0.010732982425597615;-0.007358042426648115;-0.001810372588496728;-0.011420136517724666;-0.0032090267180131526;-0.008608060950447083;-0.010677463598787462;-0.012008285347522851;-0.02101067512246879;-0.003986145999112178;-0.003224544948779162;-0.007415533842372257;-0.00904734530699347;-0.010234539664171038;-0.005849240435224945;-0.01765174297206673;0.0010205281724177118;-0.01872338966433107;-0.0035425725449019785;-0.014740967810793038;-0.019958659995950034;-0.022700318329369917;-0.017899882929291566;-0.012946089459151988;-0.034005505325741314;-0.011667297781443597;-0.006254889237444439;-0.0033648692184056195;-0.029551366996547923;-0.018818207750486593;-0.010478534738807443;-0.0011122513785926103;-0.014775031328298383;-0.0020625457486445065;-0.01661351093083252;-0.016299237182106907;-0.034673511277128366;-0.020112193435342096;-0.03791546923014999;0.0015147352148348059;-0.024205805373837208;-0.0186613450589852 +146;-0.014031004763708999;-0.020463746583370357;-0.027039625472007667;-0.02415269859156033;-0.020326062812644263;-0.019266150481041855;-0.031367166505562594;-0.017562496260819183;-0.012093186151507673;-0.047441625460789005;-0.007923146747497167;-0.04191283870510176;-0.012966278610798243;-0.01240371940856333;;;;-0.006207811969111576;-0.004971513447818765;-0.006189943275213494;-0.01267794182587989;-0.00807524575462537;-0.012611527807668055;-0.01475608202341605;-0.009551149037046902;-0.009671664720466544;-0.010883626763944498;-0.007476278992537555;-0.0017651807921696405;-0.011542780492361682;-0.003204209561168292;-0.008092162352702159;-0.009948427432015905;-0.01122966387443125;-0.02052673099202096;-0.0038755935783219564;-0.003238789842857248;-0.007055353167896405;-0.00880886121642721;-0.009643973837751951;-0.005434427637421468;-0.016445768890657297;0.0008433916576022216;-0.018119998062546605;-0.003706074102658552;-0.014942261739277152;-0.01892241316613319;-0.021652958346338735;-0.018328142447858076;-0.013474396689642454;-0.03490203533233416;-0.012192305630348788;-0.006239774736975678;-0.0037818757034684403;-0.030391738907878274;-0.019639845110737575;-0.010499083344638116;-0.0014143718875145872;-0.015371612788614542;-0.0024739460600260443;-0.017126433159138532;-0.016833207996812316;-0.03564813325333516;-0.02080629796258293;-0.03872791165607459;0.001303831884135187;-0.024799034525655905;-0.019388339608624072 +147;-0.013945908264039741;-0.02048387024056253;-0.027242517413710088;-0.024602555801706005;-0.021971962768223552;-0.020718410128336195;-0.03309049643461348;-0.018668698138674333;-0.013275096014373933;-0.04968576116799195;-0.009379444742144027;-0.04362352974394601;-0.01380077597317153;-0.014030396067160389;;;;-0.006341377085542832;-0.0050087226101048765;-0.006272233553815787;-0.012826490900079701;-0.008163183002028784;-0.01280662677260358;-0.014964441290176822;-0.00961125665652851;-0.009763689653736751;-0.011023566791525496;-0.007586113973668596;-0.0017231994768621417;-0.011656709891732397;-0.003193519946845691;-0.0075284740619430135;-0.009161022029047339;-0.010379303673707263;-0.01973705379411239;-0.0037517655395106764;-0.0032449445574730396;-0.006658665180949597;-0.008542906305843867;-0.009000679683014434;-0.004983452965174717;-0.015136677494461459;0.000652840173870517;-0.017135473916937816;-0.0038722364417764776;-0.015110729372063814;-0.017781803526764728;-0.02049805424324669;-0.01872775135481608;-0.013967349112167904;-0.03573858456197243;-0.012682176881712248;-0.0062256708597134836;-0.004170943151427853;-0.03117588501170765;-0.020406494964523958;-0.010518257850451906;-0.0016962436053709062;-0.015928270765817487;-0.0028577698019471853;-0.017605036333193214;-0.01733145018284521;-0.03655754769531727;-0.021453957610360508;-0.03948600418350212;0.0011069800520395745;-0.025352576128159665;-0.020066684595543283 +148;-0.013866710309749841;-0.020502598957580442;-0.027431344825359583;-0.02502122766876369;-0.023535918613979856;-0.022106023027472776;-0.03471468765046293;-0.019722364997173836;-0.01441299179707567;-0.05178501033257321;-0.010794334448144038;-0.045213790115520736;-0.014595321791347926;-0.015600768478252647;;;;-0.006465708374312484;-0.005043359280692328;-0.006348834684657412;-0.012964769979674884;-0.008245040664222603;-0.012988237623697163;-0.01515839564908572;-0.009667208667962335;-0.00984935237877449;-0.011153832040218248;-0.007688355527224744;-0.0016841206142260146;-0.01176276270853105;-0.003176803036170295;-0.0069145332031387285;-0.008311872305939272;-0.00945339845894505;-0.01838428439374218;-0.003614138126742439;-0.0032428187000039244;-0.006223765219499466;-0.008248388843929422;-0.008301926505892343;-0.004494283252100828;-0.01371868919517727;0.00044749639496310945;-0.015448804919300452;-0.00404118028129874;-0.01524571812269726;-0.0165318478817702;-0.01923066138139906;-0.01909958247274579;-0.014426026296519234;-0.03651698091165301;-0.013137985300548216;-0.006212546878958336;-0.004532938756864446;-0.031905519218154765;-0.02111983734783962;-0.010536100042507712;-0.0019585031338547054;-0.01644622430485665;-0.0032148832699450125;-0.018050366907730764;-0.01779505341707832;-0.03740374225158316;-0.02205658936682342;-0.04019140208773919;0.000923716202056335;-0.025867639342995297;-0.020697865268397564 +149;-0.013792975007628439;-0.020520036194737468;-0.027607154241499177;-0.02541104630670643;-0.025014367829232498;-0.023426182518461847;-0.03623619748131146;-0.02072144476234672;-0.015504511687932432;-0.053734497539151604;-0.01216378662430806;-0.04667976607978108;-0.015348346060732876;-0.017111029001528166;;;;-0.006581644497509809;-0.005075656861742273;-0.006420263074661703;-0.013093711170893418;-0.008321370488117319;-0.01315758489593799;-0.015339252760181221;-0.00971938207277162;-0.009929230228866825;-0.011275300673926791;-0.00778369298507714;-0.0016476816192918797;-0.011861653720273924;-0.003181078135235327;-0.006334460204134085;-0.0074759467038179594;-0.00857735926408315;;-0.003495147943028465;-0.0032756823341628105;-0.005824268941550692;-0.007989605090794938;-0.0076343132242689404;-0.0040239719817242725;-0.012347660489519408;0.00021309956382975503;;-0.0042478223191207976;-0.015564488045454405;-0.015381420608423513;-0.01807138854893897;-0.019444362126181947;-0.014851358211445786;-0.037238754836636634;-0.013560664845990278;-0.006200378907380344;-0.0048686966698752165;-0.03258208289229669;-0.021781329994329024;-0.010552642848647764;-0.0022018223336579545;-0.016926523372179147;-0.0035461675575274576;-0.018463309218413437;-0.018224941585522902;-0.03818838780647171;-0.022615400619899084;-0.04084547525100346;0.0007539339465714168;-0.026345232003940122;-0.02128315849961293 +150;-0.013724356285517714;-0.020536263602435434;-0.027770767039603128;-0.02577382704644482;-0.02640697496067901;-0.024678712869403263;-0.03765426647485448;-0.02166568929331203;-0.016549758062058384;-0.05553288488177577;-0.013488540993272569;-0.0480201845744761;-0.016059655694519614;-0.01856158097591809;;;;-0.006689908225806285;-0.005105816286974596;-0.006486963509182098;-0.013214117192533736;-0.00839264760468339;-0.01331572343573173;-0.015508138903049584;-0.009768101396872009;-0.010003820315347578;-0.011388729017172139;-0.007872720137271916;-0.0016136571967240165;-0.011953998393417375;-0.0032867361917675586;-0.006083945376220146;-0.006940898371362247;-0.008192581037283764;;-0.003501011051590952;-0.0034702181108106633;-0.005710912471997509;-0.007978916602843444;-0.007307764169125042;-0.003778649973896986;-0.011593470977770193;-6.132820546089768e-05;;-0.0045797995897647326;-0.01669082130299926;-0.015042941235814289;-0.017768787859528734;-0.019762223877114238;-0.015243492340324183;-0.03790417881045682;-0.01395035329375549;-0.0061891614115583415;-0.005178269863218343;-0.03320582815726869;-0.02239119068819395;-0.010567893537859252;-0.002426177616098535;-0.01736933325305312;-0.003851624261210773;-0.018844015251624713;-0.018621272321162508;-0.038911776215390326;-0.02313058962017589;-0.041448480671285926;0.0005975368710817719;-0.02678553767058034;-0.021822765002325717 +151;-0.013660584244483132;-0.020551344702297247;-0.02792282096953269;-0.026110973636011003;-0.027713699644093648;-0.025863721638820447;-0.03896842745362239;-0.022555068851875193;-0.017549096732133673;-0.05717916455552663;-0.014769659546963076;-0.049234057766353256;-0.016729228650190553;-0.019953163450506572;;;;-0.006791089762322233;-0.005134002985853869;-0.006549300905671573;-0.01332664724156607;-0.008459262385184907;-0.013463517586626894;-0.01566597770023237;-0.009813634018212392;-0.010073531405088543;-0.011494737751123862;-0.007955923751589156;-0.001581857882643839;-0.012040302711035844;-0.0033912248829913727;-0.005893419498932517;-0.006493460440716636;-0.007898444859128384;;-0.0035187832699891675;-0.003660079856267262;-0.005638465036316376;-0.007994290930388614;-0.00705051487670133;-0.0035822496298149598;-0.01098215829080762;-0.0003436302988116813;;-0.004888676673299397;-0.017777170243044482;-0.014822355455514247;-0.017584719015340644;-0.020052753510216847;-0.0156018909078941;-0.03851238019195957;-0.014306512545880334;-0.006178907599319161;-0.005461161071288689;-0.03377593155031677;-0.022948580263155716;-0.01058183383729161;-0.002631159549823181;-0.017774048310344348;-0.004130724642096961;-0.019191978314440306;-0.018983514398139834;-0.03957295404965233;-0.023601464446962428;-0.04199963927104011;0.0004544399721906345;-0.027187981852596632;-0.022315951072024554 +152;-0.013601444780633853;-0.02056533014881845;-0.028063826997471897;-0.026423620137066672;-0.028931112610240284;-0.026978479011738443;-0.04017494443556391;-0.023387488967895775;-0.018500398072686774;-0.058668060420930424;-0.016004225475164002;-0.050317075984919635;-0.017355463996252096;-0.021282663909877098;;;;-0.0068857099871272864;-0.005160362042553768;-0.006607596142639782;-0.013431880557136455;-0.008521557719661343;-0.013601728139351454;-0.015813581659123388;-0.009856214302596755;-0.010138722321294313;-0.011593872555350937;-0.008033732120372339;-0.0015521199756396986;-0.012121010910961849;-0.0034846432851668996;-0.0057231393578149325;-0.006093649662489098;-0.007635571530947405;;-0.0035346702779001093;-0.0038298464577740665;-0.005573709027714258;-0.008008034157793609;-0.006820606826304254;-0.0034067411891411936;-0.010435876069848526;-0.0006213838493251966;;-0.005164879705100045;-0.01874858389143319;-0.01462519094952186;-0.017420190200558516;-0.020315243588727938;-0.015925689904599416;-0.039061880975529206;-0.014628287200296963;-0.00616964285027799;-0.005716717795297033;-0.03429100931528328;-0.023452158976223547;-0.010594429357027035;-0.0028163206514961736;-0.018139693066169027;-0.004382845432596483;-0.01950635489620134;-0.01931079032492211;-0.04017031650757463;-0.024026886738467645;-0.04249760711582651;0.0003249079055989146;-0.027551585159525604;-0.02276152768240447 +153;-0.013546788119371933;-0.02057825537246999;-0.028194142480847395;-0.026712559536853808;-0.030060314185242465;-0.028024072794234467;-0.04127440454975417;-0.024163613681259966;-0.01940492144946182;-0.05999991922249048;-0.017194775662053186;-0.05126926161030099;-0.01793886541086831;-0.02255223262150885;;;;-0.006974215196370259;-0.005185017694524396;-0.006662124064366504;-0.013530313241527037;-0.008579827274943552;-0.013731006787955247;-0.015951646716437784;-0.009896042930220339;-0.010199700358989539;-0.011686600809474923;-0.008106512112996567;-0.0015243035320860743;-0.012196503440063289;-0.003568667437868822;-0.005569901361549112;-0.005733732000494318;-0.007398996967346416;;-0.00354896267392274;-0.003982515860293245;-0.00551544389994868;-0.008020398273938967;-0.006613700987632476;-0.0032487659114395773;-0.00994416318414848;-0.0008959413086918055;;-0.005413244733095013;-0.01962210593213376;-0.014447786211854718;-0.017272155998493077;-0.020548837600327774;-0.016213865437191055;-0.039550896318647055;-0.014914666400548615;-0.006161399216893848;-0.005944215898864069;-0.03474939512532682;-0.023900341256320345;-0.010605636974841515;-0.0029811881733645684;-0.01846511019464936;-0.004607314905748616;-0.019786132723504046;-0.019602050185874242;-0.04070192967822717;-0.0244054955096904;-0.04294075110948126;0.00021013795199187335;-0.027875162406868936;-0.02315808060742519 +154;-0.01349652264285578;-0.020590142163239955;-0.028313988215854957;-0.026978284779798245;-0.031097066231106307;-0.028997107359421737;-0.04226211436007299;-0.02488082104014322;-0.02026005081284943;-0.06116807265544555;-0.018337873356710777;-0.05208516226667892;-0.018477433975268465;-0.02375810910748699;;;;-0.007056983861166433;-0.005208075327749695;-0.006713117784529876;-0.013622366085073778;-0.008634320141133078;-0.013851906253609991;-0.01608076313272333;-0.00993329013448535;-0.010256726174784847;-0.01177331893260325;-0.008174574887134523;-0.0014982897763785863;-0.012267103002252533;-0.0036448367016923;-0.0054310485790148855;-0.005407695372928456;-0.007184638699089696;;-0.0035619167940673657;-0.0041209310439424;-0.005462640956992892;-0.008031604437247264;-0.006426224267511271;-0.003105645347410757;-0.009498689897927681;-0.0011671730115723755;;-0.005638435791051166;-0.020414115881439265;-0.014287014762443206;-0.017137997124214266;-0.020751134660286663;-0.01646342040427573;-0.03997438909478923;-0.01516266146293166;-0.0061542594471479806;-0.006141196649543712;-0.03514636027462581;-0.02428845369401955;-0.010615343642761177;-0.003123922216200281;-0.018746915273524678;-0.004801657549843963;-0.020028420915953582;-0.019854281225992088;-0.04116231003495496;-0.024733367364589753;-0.04332452501702644;0.00011046459316754742;-0.028155385907874475;-0.0235014879392641 +155;-0.013450600864846562;-0.020601002089007336;-0.028423483680892425;-0.0272210709313756;-0.032041997283788426;-0.029898306141879605;-0.043138202503638645;-0.025539506695624548;-0.021066744407421734;-0.06217225857095032;-0.019435577507635138;-0.05276432128399011;-0.018971465681755006;-0.02490197116048387;;;;-0.007134333923419611;-0.005229623490254132;-0.006760773156160305;-0.013708392626831378;-0.00868524560071432;-0.013964890897678717;-0.016201426816455644;-0.009968098952150617;-0.010310018773197094;-0.011854359982556684;-0.008238181860482474;-0.001473978869275555;-0.012333080733113011;-0.0037142166382081454;-0.005304569290613459;-0.005110711704751081;-0.00698938221846479;;-0.003573716393680315;-0.004247007230861577;-0.005414543685770656;-0.00804181187336872;-0.006255453877639261;-0.002975278137527071;-0.009092912419523591;-0.0014350373415304984;;-0.005843550954191146;-0.021135515826462337;-0.014140571000161972;-0.01701579449706725;-0.020919375127638196;-0.01667096166347437;-0.04032658872909778;-0.01536890775671429;-0.006148321601667783;-0.006305012871782534;-0.03547649767883376;-0.024611229434555515;-0.010623416307157019;-0.003242623721301907;-0.018981278240181698;-0.004963280236884859;-0.0202299201163878;-0.020064048433228843;-0.04154518776234939;-0.025006043460096716;-0.04364369158325965;2.6965359847253012e-05;-0.028388434418920916;-0.023787084098558786 +156;-0.013409111441504473;-0.020610813671794626;-0.02852240792440852;-0.027440413350073967;-0.03289087155159187;-0.030724299460680893;-0.0438977953434887;-0.026137020102199537;-0.021822508841033095;-0.06300542785504737;-0.02048486991639553;-0.053300908965495664;-0.01941894204038741;-0.025980345428499252;;;;-0.007206528200223272;-0.005249735386832932;-0.006805252087134617;-0.013788685134786316;-0.008732776667196962;-0.01407034459109513;-0.016314047722389313;-0.010000587636460223;-0.010359759207198116;-0.011929999292802695;-0.008297549139226035;-0.0014512882460607501;-0.012394660782087952;-0.003777695669508585;-0.005188825069452618;-0.004838893964098784;-0.006810695092382191;;-0.003584513171665693;-0.004362354525746737;-0.0053705316689687255;-0.008051151888967767;-0.006099175410649915;-0.002855965467538135;-0.008721541685211887;-0.0016994976020474617;;-0.006031206413478374;-0.021795512478311352;-0.014006564869664118;-0.016903972268077272;-0.021049584505559604;-0.016831592144548546;-0.04059917193415785;-0.01552853415151434;-0.006143726242926695;-0.006431810995668474;-0.035732006996234134;-0.02486104447040338;-0.01062966382496322;-0.0033345075364850096;-0.019162666688518293;-0.005088383821849174;-0.020385871181031412;-0.02022639993473785;-0.04184151432102379;-0.025217081732427538;-0.04389070828755881;-3.612766779137466e-05;-0.028568801458537463;-0.024008123007617233 +157;-0.013372217763823191;-0.020619538252597325;-0.028610371055687422;-0.027635446804746833;-0.03364349612270523;-0.03147514687196562;-0.044540185201715765;-0.026673261198881137;-0.02252776060621242;-0.06366618961201764;-0.02148703070915836;-0.05369358000487279;-0.019819780023117906;-0.026994098268200872;;;;-0.007273778128077724;-0.005268469915709617;-0.006846684838701322;-0.013863478752233482;-0.008777052538767371;-0.014168576169064195;-0.016418955673506375;-0.010030851330877333;-0.010406093144351758;-0.01200045838049868;-0.008352850587831084;-0.0014301514629041223;-0.01245202348994684;-0.0038360293363569054;-0.005082456821181636;-0.004589079314627903;-0.006646481602972487;;-0.003594434972875593;-0.004468351121284353;-0.005330085776797888;-0.008059735006763713;-0.005955555636996623;-0.002746314054778154;-0.008380241890275753;-0.001960507486914509;;-0.006203648682437279;-0.022402004373495377;-0.013883416443716712;-0.016801210752480866;-0.021135658453039774;-0.016937773186171512;-0.04077936259458492;-0.015634053691637728;-0.0061406883929567835;-0.0065156229280134426;-0.03590091027390585;-0.025026182684503073;-0.010633793893768173;-0.003395238496442854;-0.01928257046222903;-0.005171074513870444;-0.020488961081885693;-0.02033371959111885;-0.04203740065938577;-0.02535658742197322;-0.04405399809060373;-7.897277789692403e-05;-0.028688032245715478;-0.024154239049265946 +158;-0.013340125606068065;-0.02062712757164492;-0.028686889914194325;-0.027805110673751465;-0.034295537909658336;-0.03214743437717926;-0.04506022596672343;-0.027145500371200892;-0.02318006797834471;-0.06414698834137811;-0.022439339206803854;-0.05393602339658776;-0.020171901506838674;-0.02793993774395176;;;;-0.007336246082107423;-0.005285872308247841;-0.006885171445924154;-0.013932954059998837;-0.008818180113762675;-0.014259822806064193;-0.016516403965645354;-0.010058963101464202;-0.01044913245101603;-0.012065907362596051;-0.00840421972689126;-0.001410517496126834;-0.012505307351174055;-0.0038898532043136202;-0.00498433150665345;-0.004358664998992651;-0.00649499680294896;;-0.003603589079367142;-0.004566157782410818;-0.005292771495368054;-0.00806765393725073;-0.0058230678609647035;-0.002645170317770118;-0.008065424292476309;-0.0022180069418983317;;-0.006362770711202226;-0.02296164668740408;-0.013769803756600973;-0.016706404908677475;-0.02116914934189329;-0.016979088375451035;-0.040849472708234025;-0.015675110093011924;-0.006139506411007467;-0.006548235395993363;-0.035966628860459204;-0.025090435901464758;-0.01063540081559955;-0.003418870562498455;-0.01932922455233932;-0.005203250545941618;-0.0205290727151084;-0.020375477585854673;-0.042113617543872106;-0.025410867489867872;-0.04411753270775698;-9.54899622731542e-05;-0.028734423969191347;-0.02421109118242537 +159;-0.013313270051685422;-0.020633478466307587;-0.02875092201362306;-0.02794708755859776;-0.03484612070874693;-0.03274067153084026;-0.0454564848668324;-0.02755321871350236;-0.023779419130097512;-0.06444543707531691;-0.02334251648671648;-0.05402610460630086;-0.02047490411101971;-0.028818110420763432;;;;-0.007394059610727588;-0.005301977852998685;-0.006920790187526171;-0.01399725225963655;-0.008856242941392034;-0.014344270303707496;-0.01660659092338479;-0.01008497991492896;-0.010488964495979247;-0.01212647933731037;-0.00845176110974205;-0.001392347467852162;-0.012554620555436047;-0.003939655868495928;-0.004893538809328635;-0.004145474988804049;-0.006354832407314659;;-0.0036120592387996475;-0.004656657477158377;-0.005258245321177024;-0.008074981198639253;-0.005700480780376271;-0.0025515861318953226;-0.007774136626660488;-0.002471917247095945;;-0.006510005137514152;-0.02347947818288687;-0.01366468035525148;-0.01661868296914948;-0.021137896146476987;-0.01694053361712977;-0.04078404604332819;-0.01563679567169185;-0.0061406094045761694;-0.006517801312810434;-0.03590530044024498;-0.025030473863738578;-0.010633901250950872;-0.003396816786018775;-0.019285687153359987;-0.005173222975018987;-0.02049164083930899;-0.020336509707128636;-0.04204249175265984;-0.02536021303602931;-0.04405824289765581;-8.006103175040025e-05;-0.028691131653633795;-0.024158036299915864 +160;-0.013292265481335164;-0.020638445654793558;-0.028801002726076885;-0.028058128256243986;-0.03529050502540487;-0.03325115241680798;-0.04572321561952508;-0.02789341992896821;-0.024323243469740685;-0.06455301688187909;-0.024193849010372137;-0.053956657041758005;-0.02072650627817496;-0.02962520761965548;;;;-0.007447282832152902;-0.005316804551786292;-0.006953580747425192;-0.014056445035667053;-0.008891283483657586;-0.014422012598248213;-0.016689616881685465;-0.01010893087376219;-0.010525633752762387;-0.012182241784337577;-0.00849552766126177;-0.0013756205728025495;-0.012600018140534242;-0.00398585326205142;-0.004809312739452232;-0.003947691086851196;-0.006224804505641279;;-0.0036199164245296345;-0.004740604412821758;-0.005226217108977027;-0.008081778218958391;-0.005586759159778687;-0.0024647672324445424;-0.007503905988747062;-0.002722148855360429;;-0.006646577771935669;-0.023959812338472997;-0.013567162359251372;-0.016537307922624533;-0.02102311821900149;-0.01679894135234128;-0.040543766882971344;-0.015496087664662372;-0.006144660231348853;-0.006406034644749425;-0.035680072106432315;-0.024810265901030526;-0.010628394035566924;-0.003315827316983544;-0.019125796705752762;-0.005062950925291965;-0.02035417228767611;-0.02019339980127799;-0.04178128309914597;-0.0251741856675598;-0.043840500186956566;-2.4151711232933692e-05;-0.02853214020246697;-0.023963193863814958 +161;-0.013277931814228983;-0.020641835337829983;-0.028835178830575237;-0.028133906697305977;-0.03562720787134577;-0.033677900803573024;-0.04585831907128979;-0.028165208837562572;-0.024811167846915616;-0.06446641195471003;-0.024993630757697005;-0.05372480887064257;-0.020926019496325443;-0.030360969462368548;;;;-0.007495922167441604;-0.005330354380182145;-0.0069835473088897815;-0.014110540034111496;-0.008923306290997968;-0.014493059473903003;-0.016765492420489192;-0.010130819197607166;-0.010559145030695827;-0.012233201851016617;-0.00853552491033932;-0.0013603338684508026;-0.012641506050048046;-0.004028805576794803;-0.0047310002015443775;-0.003763786199493302;-0.006103905384439945;;-0.003627221776795586;-0.004818654015162238;-0.005196438026656425;-0.008088097874871525;-0.005481021586371537;-0.0023840421292252723;-0.007252642523613351;-0.0029685816120075814;;-0.006773555639949913;-0.02440640145639361;-0.013476492284302699;-0.016461647417035707;-0.020795632040634393;-0.016518310923192114;-0.04006754163269721;-0.015217210113752433;-0.006152688895063596;-0.0061845196452052775;-0.035233677262727525;-0.02437382257890075;-0.010617478852082307;-0.0031553121870486756;-0.0188089000024112;-0.00484439933873837;-0.020081714427815367;-0.019909761045296515;-0.04126357650613488;-0.024805486255329523;-0.04340894093386016;8.891405545097264e-05;-0.02821702430157158;-0.023577023641271566 +162;-0.013271573686017446;-0.020643338931049027;-0.028850338663224895;-0.028167519389979856;-0.03585101771410937;-0.03401687475426307;-0.045855378074097564;-0.028365287612872603;-0.025240452994485185;-0.06417604028079471;-0.025739119952214562;-0.053322452203176995;-0.021070931137208815;-0.03102182716248958;;;;-0.0075399359085720485;-0.005342615709591492;-0.007010664163016711;-0.014159490841228917;-0.008952283886494938;-0.014557349985532875;-0.016834152446473016;-0.01015062610045836;-0.010589469573431931;-0.0122793158162523;-0.00857171854537292;-0.0013465004847470485;-0.012679048683381933;-0.004068816160957889;-0.004658049918358942;-0.003592469374294305;-0.005991284266368524;;-0.0036340268313425073;-0.004891357923875184;-0.005168698194024046;-0.00809398474161871;-0.005382523936647121;-0.0023088434993988605;-0.007018580511481354;-0.003211064827450205;;-0.006891836520382111;-0.02482240285177828;-0.013392031172489882;-0.016391168135359457;-0.0204069989261636;-0.016038898618918607;-0.039253968903240066;-0.01474079320030075;-0.006166405525850571;-0.005806126136593814;-0.03447106862869331;-0.02362822887451932;-0.010598830844942286;-0.0028811382474578373;-0.01826753158349126;-0.004471082833397588;-0.019616256910207408;-0.019425204311835254;-0.04037913982543451;-0.024175615234750314;-0.04267166987098858;0.00028013788306813225;-0.027678686310952827;-0.022917309961683063 +163;-0.013275089802085138;-0.020642507428739548;-0.028841955141230058;-0.028148931164407198;-0.03595941344791642;-0.03426626411596212;-0.045711094669838026;-0.028492103956407444;-0.02561011436473848;-0.0636768565009298;-0.02642990209994256;-0.052745301278242396;-0.021160053970172177;-0.03160668144276224;;;;-0.0075792183532651936;-0.005353559074578129;-0.007034866162890396;-0.014203179846072833;-0.0089781466449807;-0.014614729693017248;-0.01689543201167143;-0.010168303981189342;-0.01061653451471456;-0.01232047289081839;-0.008604021618490054;-0.0013341537209377308;-0.012712555831399741;-0.004106141370405436;-0.004589995312666462;-0.003432646767966424;-0.005886220989140323;;-0.003640375164177534;-0.004959182142426299;-0.00514282007036565;-0.008099476512489323;-0.005290636341914345;-0.0022386908631026325;-0.006800224480781825;-0.003449433523714629;;-0.007002178678335247;-0.025210483292359198;-0.013313238491527435;-0.01632541896365658;-0.01976890501762507;-0.015251712995320466;-0.03791816007709614;-0.013958518147617394;-0.006188924466888457;-0.00518470156047135;-0.03321892926660408;-0.022403971079203444;-0.01056821538929209;-0.0024308009436668776;-0.017378616986714945;-0.003857939487389661;-0.01885200839634793;-0.018629590964651888;-0.038926971167664304;-0.02314140042799484;-0.041461160756628646;0.000593972485725125;-0.026794791648589333;-0.021834080699253633 +164;-0.013291325621886618;-0.020638667928950943;-0.02880324387831329;-0.028063098055833957;-0.035947367294803634;-0.0344222197287789;-0.045419193551636816;-0.028542482980339123;-0.025917635537906936;-0.06295945637991851;-0.027063688538222497;-0.05198537162292438;-0.021190965960110608;-0.032112336817279985;;;;-0.0076136105904421325;-0.005363140060456684;-0.007056055220098667;-0.014241429928422034;-0.009000789688824007;-0.014664966188980777;-0.016949082883628508;-0.010183781069017461;-0.010640230062669842;-0.012356506269728396;-0.008632303252267493;-0.0013233442846708465;-0.01274189158931649;-0.004141003534224974;-0.004526435255043093;-0.0032833903484151827;-0.00578809712449041;;-0.0036463044702751968;-0.005022531451930157;-0.005118650451034545;-0.008104605782713326;-0.005204817822644481;-0.002173173887542623;-0.006596297649688498;-0.0036834769815320967;;-0.007105241218786029;-0.02557296122191155;-0.013239647875147864;-0.016264010400823592;-0.018703308350685566;-0.013937146012266588;-0.03568740166475437;-0.01265214934326897;-0.006226531266682156;-0.004146915161439502;-0.031127898560991296;-0.020359507894320394;-0.010517087565482308;-0.001678615264804062;-0.01589416553831624;-0.0028339070733198746;-0.01757574098935466;-0.017300947327641536;-0.03650189676469218;-0.021414299440605467;-0.03943964477330164;0.001118839137051575;-0.025318715250998602;-0.02002512912511145 +165;-0.013324901062979566;-0.020630727939940002;-0.02872319030930459;-0.027885599113258497;-0.035810153890023955;-0.03448118680683754;-0.044973701796290344;-0.028513470920196626;-0.026160783335509308;-0.062014794082765334;-0.02763864789467929;-0.051034997288597506;-0.021161414790760613;-0.03253601288504271;;;;-0.007642881122769285;-0.005371294107810232;-0.007074088633229114;-0.014273983430755588;-0.009020060490752657;-0.014707721154011588;-0.016994743631765785;-0.010196953065047643;-0.0106603965843719;-0.012387173241643956;-0.008656372997758566;-0.0013141452943234433;-0.012766858319017083;-0.004173584846347889;-0.004467036088782739;-0.003143913711147056;-0.005696397367421835;;-0.0036518457845328145;-0.005081736577899398;-0.005096062669936674;-0.008109399402271511;-0.005124617702774004;-0.0021119478588041973;-0.006405727078988899;-0.003912945640569432;;-0.007201561931562572;-0.02591172677424658;-0.013170873759138058;-0.016206620844803066;;;;;;;;;;;;;;;;;;;; +166;-0.013383667394902043;-0.020616830695748878;-0.028583073199528575;-0.027574923066172263;-0.035543552327055306;-0.034439974276919916;-0.04436933365432738;-0.028402411422160156;-0.026337570064509208;-0.060835001299570646;-0.028153258698664363;-0.04988754989022359;-0.02106937248377272;-0.03287527076166752;;;;-0.0076666163316561065;-0.005377906255637499;-0.007088711894982669;-0.01430038104808512;-0.009035687191752406;-0.014742390978156883;-0.017031769777397288;-0.010207634303191715;-0.010676749652887646;-0.01241204103727045;-0.008675891078902875;-0.0013066853614704943;-0.012787103872029026;-0.004204033762542025;-0.00441152295642705;-0.003013557635080627;-0.005610696536302973;;-0.003657024473878112;-0.0051370665134614635;-0.00507495287096138;-0.00811387933188168;-0.005049664251574049;-0.0020547263555709683;-0.006227620749708951;-0.0041375410439938864;;-0.007291577875271682;-0.026228318235604897;-0.013106599661182994;-0.016152986511543066;;;;;;;;;;;;;;;;;;;; +167;-0.013482149181975822;-0.02059354153226338;-0.028348264431036996;-0.027054292260386414;-0.035140617010832376;-0.03429331146256298;-0.04359733241645647;-0.028204942871344674;-0.026444589709298416;-0.05940681078363341;-0.02860447259030341;-0.048531719708800214;-0.020911512224662587;-0.033125804166791895;;;;-0.007684321396451699;-0.005382838545808344;-0.007099620003143681;-0.014320072166360054;-0.009047343817730646;-0.014768252674527027;-0.017059389205492104;-0.01021560190820714;-0.010688948111210433;-0.012430590993672608;-0.008690450435026142;-0.0013011206034166112;-0.012802205908037823;-0.004232478563698183;-0.004359662451051793;-0.0028917747249090353;-0.005530634368759502;;-0.0036618623407252415;-0.0051887544736938795;-0.0050552322330758015;-0.008118064430333582;-0.004979642376103044;-0.002001268998000738;-0.006061230484290858;-0.00435690612176548;;-0.007375668551324099;-0.026524070272675004;-0.0130465551635911;-0.016102881713107475;;;;;;;;;;;;;;;;;;;; +168;-0.013651362478808549;-0.02055352500452795;-0.02794479928792798;-0.026159689472557146;-0.03459611818938679;-0.03403724525135354;-0.04265115460164748;-0.027917783363248683;-0.026479368872061038;-0.05772044404233223;-0.028990352998027547;-0.046959287765442115;-0.020685330948397418;-0.03328455796938323;;;;-0.007695400807714303;-0.0053859250134499215;-0.007106445988689036;-0.01433239428558103;-0.009054638185317487;-0.014784436216151053;-0.01707667264638668;-0.010220587771046397;-0.010696581530444449;-0.01244219901961896;-0.008699561280557988;-0.0012976385346518682;-0.012811656297126217;-0.004259023426566311;-0.004311264891719402;-0.0027781197345588537;-0.005455918070223831;;-0.0036663770948877628;-0.005236989822774041;-0.005036828593920961;-0.008121970016859992;-0.004914295995308626;-0.0019513803538394603;-0.005905947991290461;-0.004570613014629354;;-0.007454142081608828;-0.026800066531032174;-0.012990520561158792;-0.016056123095475217;;;;;;;;;;;;;;;;;;;; +169;;;;;-0.033903565457670926;-0.03366681595256549;-0.041522709012794534;-0.027536830920540822;-0.02643872559986349;-0.05576384681018465;-0.029308204815370775;-0.045160092118320505;-0.020387700718936586;-0.03334754828008313;;;;-0.007698835402126403;-0.005386881823916556;-0.0071085620455939025;-0.014336214147282755;-0.009056899445169853;-0.014789453101133998;-0.01708203049538981;-0.010222133399375832;-0.01069894789995951;-0.012445797507476042;-0.008702385640751487;-0.0012965590343301803;-0.01281458592671908;-0.004283749866550723;-0.004266181784623846;-0.0026722437944350086;-0.00538631840897047;;-0.0036705825959950644;-0.005281920717489619;-0.005019685471638002;-0.008125608080494118;-0.004853424622774771;-0.0019049073695346919;-0.005761296875824884;-0.004778224092059802;;-0.007527239526107454;-0.027057154809038586;-0.012938323886724001;-0.016012567149758072;;;;;;;;;;;;;;;;;;;; +170;;;;;-0.033054433890102874;-0.03317559752138677;-0.04020121888320216;-0.027056753837246372;-0.026318559184203005;-0.05352065920616167;-0.02955448842905284;-0.04312017683560143;-0.020014552417011888;-0.03330963096735218;;;;-0.00769353290369823;-0.005385404650754655;-0.007105295170288128;-0.014330316849279379;-0.009053408397218021;-0.014781707777690889;-0.01707375876622419;-0.010219747178781047;-0.010695294578186215;-0.012440241977557387;-0.008698025251356378;-0.0012982256264059133;-0.012810063014158657;-0.0043067221355840846;-0.004224297985632952;-0.002573884821652578;-0.005321658053961842;;-0.003674489718958618;-0.005323664248739868;-0.005003758747410103;-0.00812898802315054;-0.0047968731165917156;-0.0018617331057189657;-0.0056269133540343685;-0.004979282248016859;;-0.007595151620637619;-0.027296006333046963;-0.012889830824664106;-0.015972101628961233;;;;;;;;;;;;;;;;;;;; +171;;;;;-0.03204117117053018;-0.03255784054654032;-0.038677269823201854;-0.026472797725229036;-0.026115202786832548;-0.05097682148457139;-0.029726151940781875;-0.040827716472445874;-0.01956226158654495;-0.033166224081158546;;;;-0.007677680339439608;-0.005380988479299131;-0.00709552844505823;-0.014312686166387395;-0.009042971498171348;-0.01475855213095939;-0.017049029363854884;-0.01021261331758705;-0.010684372554913335;-0.012423633035159753;-0.008684989317472858;-0.001303207889393837;-0.012796541242039161;-0.004327985137536239;-0.004185533541415765;-0.0024828644549494128;-0.005261814056420733;;-0.0036781060529874066;-0.005362302303109523;-0.004989017689374486;-0.008132116401494804;-0.004744533859706468;-0.0018217769967137643;-0.005502547095544208;-0.005172880512191891;;-0.007658011789453079;-0.027517089304153197;-0.012844948010455215;-0.015934648491823356;;;;;;;;;;;;;;;;;;;; +172;;;;;-0.030855108434909795;-0.03180691239856781;-0.03694006733360422;-0.025779481547290928;-0.02582439125741476;-0.0481162609778103;-0.029819563973319863;-0.03826917484191372;-0.019026649647649885;-0.032911980950364406;;;;-0.007649035220066991;-0.005373008586601613;-0.007077880262580771;-0.01428082803103789;-0.009024112328681666;-0.014716710536652189;-0.01700434399472306;-0.010199722638949582;-0.010664636780956194;-0.012393621152351209;-0.008661433770960625;-0.0013122106888256435;-0.012772107790788523;-0.004347544240067586;-0.004149873958241068;-0.0023991282017163107;-0.005206762971476209;;-0.0036814326339585923;-0.005397843864095309;-0.0049754575758833575;-0.008134994128212059;-0.004696386501799488;-0.0017850198862451316;-0.005388137774450519;-0.005358217357280315;;-0.007715834097915875;-0.027720453737861916;-0.012803660835972286;-0.015900195910957815;;;;;;;;;;;;;;;;;;;; +173;;;;;-0.02948621843896193;-0.03091516644368464;-0.03497708115214282;-0.024970481640413267;-0.025441213276622854;-0.04492023332976225;-0.029830519389714816;-0.03542872331999869;-0.018402894828825067;-0.03254074069406521;;;;-0.007604197020856296;-0.005360517579122481;-0.007050255460897381;-0.01423096028211343;-0.008994591929248341;-0.014651215739688972;-0.01693439781971351;-0.010179544714830235;-0.010633744203404766;-0.012346643383960687;-0.00862456216384161;-0.001326303218296715;-0.012733861912135491;-0.004365387776038926;-0.004117340476005149;-0.002322724707729179;-0.005156537556517349;;-0.003684467476772424;-0.005430267742129957;-0.004963086496504288;-0.008137619486358827;-0.0046524596998876455;-0.001751483498491191;-0.005283752952647935;-0.005534495459499689;;-0.007768584083184926;-0.027905978560927025;-0.012765993912051465;-0.01586876442365681;;;;;;;;;;;;;;;;;;;; +174;;;;;-0.02792272840871135;-0.029873733213166886;-0.03277347907678263;-0.024038444930938985;-0.024960017760107034;-0.0413662701773676;-0.029754203644710042;-0.03228723114725984;-0.01768538477673476;-0.03204542585636094;;;;-0.007538128470510552;-0.005342112328482251;-0.007009550765484873;-0.014157481022304907;-0.00895109414518469;-0.014554710161174822;-0.01683133328510611;-0.010149812961439492;-0.010588224564801324;-0.01227742243045854;-0.008570232422582758;-0.001347067879662045;-0.012677507317833403;-0.004381483255133739;-0.004087994272561901;-0.0022538066209966956;-0.005111232682781741;;-0.0036872050052407235;-0.005459515213266097;-0.004951927384173271;-0.008139987647206692;-0.0046128363843511155;-0.001721232720701904;-0.005189594756703608;-0.005700129175363944;;-0.007816166432713545;-0.02807332911209648;-0.012732017048541544;-0.015840412118402702;;;;;;;;;;;;;;;;;;;; +175;;;;;-0.02629357603229332;-0.02880419717102911;-0.030451105609985207;-0.023072763683664288;-0.02448822299082387;-0.03759708892543334;-0.02973496606030679;-0.028943402210955815;-0.0169412207447438;-0.03157777936950579;;;;-0.007443060516802158;-0.0053156284210533755;-0.006950979526824774;-0.014051749428264981;-0.008888503820850824;-0.014415845363452834;-0.016683030576564506;-0.010107030975686965;-0.010522724915494525;-0.01217781826419262;-0.008492055703536477;-0.001376947056247746;-0.012596416912788677;-0.004395773824277915;-0.0040619412136030375;-0.0021926341284373985;-0.005071012361789307;;-0.0036896354950942123;-0.0054854832973741385;-0.004942020113148038;-0.008142090188547502;-0.004577659890547259;-0.0016943788899285162;-0.0051060103280735625;-0.005853934111185677;;-0.007858413839437639;-0.028221915709168544;-0.012701851909878825;-0.01581524036795645;;;;;;;;;;;;;;;;;;;; +176;;;;;-0.026301413815001062;-0.02926120295242307;-0.02970479688482186;-0.02323603848135658;-0.025348159610814713;-0.0357141302024262;-0.031483276112995284;-0.026932613089260093;-0.01704523655140522;-0.03298396585297558;;;;-0.007306144041457019;-0.005277485570427953;-0.006866624439415547;-0.013899472943888047;-0.008798360036604835;-0.01421585102818168;-0.016469443139915052;-0.010045415057039264;-0.010428390852061653;-0.01203436686557996;-0.00837946478342308;-0.0014199828676844661;-0.012479628746287857;-0.004408119705048341;-0.00403943153515135;-0.002139771305482069;-0.005036261798911257;;-0.0036917352887948507;-0.005507917288673891;-0.0049334606352473;-0.008143906660495026;-0.004547267274818412;-0.0016711753717785216;-0.005033787511102394;-0.005993661273199835;;-0.007894911423970807;-0.028350279564298808;-0.012675790435777823;-0.015793493144093507;;;;;;;;;;;;;;;;;;;; +177;;;;;-0.026856572563650705;-0.030201512531671026;-0.029530703525778135;-0.02376723785271917;-0.02660185811908944;-0.034575295366073844;-0.03371753411620615;-0.025488314440884063;-0.01742678291903832;-0.034932439778040614;;;;-0.0071040872721008785;-0.005221197820003964;-0.006742138726606284;-0.013674754335882722;-0.008665332671498771;-0.01392071077982232;-0.016154244253067218;-0.00995448822551298;-0.010289180355468108;-0.011822670994409423;-0.00821330983250293;-0.0014834831334999965;-0.012307282158253469;-0.004418372313103158;-0.004020738928151912;-0.0020958754353172793;-0.005007404131364246;;-0.003693479044618586;-0.005526547628479539;-0.004926352538526191;-0.008145415135277778;-0.004522028564791114;-0.001651907127887542;-0.004973813382552317;-0.006117098971862744;;-0.007925220955212198;-0.02845688082016906;-0.012654147907059654;-0.01577543328568909;;;;;;;;;;;;;;;;;;;; +178;;;;;-0.02737073009659796;-0.03107711879123043;-0.029361523137202195;-0.02426088699643003;-0.027771944588427022;-0.03350055012177067;-0.03580501534660474;-0.024129301961921423;-0.017781219408300464;-0.036751660149082266;;;;-0.006789976989813096;-0.005133694252120402;-0.006548616932139817;-0.013325413130385114;-0.008458531997965368;-0.013461894967676052;-0.015664245501703866;-0.00981313547291135;-0.010072767381568232;-0.011493574769540327;-0.007955010461836637;-0.0015822025655743699;-0.012039356732760298;-0.004426289052745697;-0.004006305313469072;-0.0020619820332161976;-0.004985121606444154;;-0.00369482551259126;-0.005540933413584026;-0.004920863939960496;-0.008146579923346775;-0.0045025403777857465;-0.0016370292177145251;-0.004927504909586267;-0.0062210911816413805;;-0.007948625075208493;-0.02853919380731673;-0.012637436590784201;-0.015761488343408958;;;;;;;;;;;;;;;;;;;; +179;;;;;-0.0278542008528071;-0.031900466314940035;-0.029202440017400688;-0.02472507338414265;-0.028872199117925934;-0.03248994587406573;-0.03776792137919216;-0.022851388064951572;-0.018114501835682972;-0.03846231049431692;;;;;;;;;;;;;;;;;-0.004431524710262147;-0.003996759534096173;-0.002039565139324878;-0.004970384781666448;;-0.003695715991639731;-0.0055504472801690685;-0.004917234055637876;-0.008147350253306485;-0.004489651671723438;-0.0016271893829911122;-0.0048968774328014275;-0.006301512188493563;;-0.007964103090133956;-0.028593631697682587;-0.01262638436250263;-0.015752265684352174;;;;;;;;;;;;;;;;;;;; +180;;;;;-0.028309654050343358;-0.03267610136328347;-0.029052576283236986;-0.025162359846002236;-0.029908697697569098;-0.03153790897475517;-0.03961709193611762;-0.02164752816568294;-0.018428470287524812;-0.04007383769356432;;;;;;;;;;;;;;;;;-0.004433593884039688;-0.003992987056959663;-0.0020307064409400832;-0.004964560863361778;;-0.003696067914110951;-0.005554207245532017;-0.0049157995164383905;-0.008147654689998118;-0.004484558093007074;-0.0016233007647717401;-0.00488477391805886;-0.006352993913751825;;-0.007970220145627538;-0.0286151453047101;-0.01262201661383755;-0.015748620974157856;;;;;;;;;;;;;;;;;;;; +181;;;;;-0.028739411441842666;-0.033407979243936126;-0.028911169021613725;-0.025574975342642414;-0.03088672819127103;-0.030639601690534146;-0.041361966330429656;-0.02051161718554162;-0.018724725024045985;-0.0415944666429211;;;;;;;;;;;;;;;;;-0.004431809717587193;-0.003996239918270528;-0.002038344906195255;-0.004969582627865177;;-0.0036957644654506128;-0.005550965173471145;-0.004917036464660296;-0.008147392184892577;-0.004488950090935417;-0.0016266537526283265;-0.0048952104075777325;-0.006368244937145134;;-0.007964945643132493;-0.028596594332517933;-0.01262578285002014;-0.015751763758539983;;;;;;;;;;;;;;;;;;;; +182;;;;;-0.0291455145040318;-0.03409958246387035;-0.028777549812505576;-0.025964880934692403;-0.031810954559591265;-0.02979080753661778;-0.043010880286937336;-0.01943836805880833;-0.019004674084268425;-0.043031453503311834;;;;;;;;;;;;;;;;;-0.004425115207652153;-0.004008445447951259;-0.0020670076180925867;-0.004988425528143936;;-0.003694625866420581;-0.005538800380601949;-0.004921677756571874;-0.008146407215953277;-0.004505429976679465;-0.0016392352438967528;-0.004934371269958715;-0.006337168042033409;;-0.007945154862357195;-0.028526989117571122;-0.012639914420382814;-0.01576355599201895;;;;;;;;;;;;;;;;;;;; +183;;;;;-0.029529668538126996;-0.03475380465855071;-0.028651151769829353;-0.02633371311005006;-0.03268522372822269;-0.028987882018765898;-0.04457065696982232;-0.018423117012087986;-0.01926949270881817;-0.044390762611206114;;;;;;;;;;;;;;;;;-0.0044119004328665445;-0.004032538301084354;-0.002123582921109257;-0.005025619964581729;;-0.0036923783168679725;-0.005514787340835603;-0.004930839430190237;-0.00814446292721116;-0.0045379600134812514;-0.0016640696718842052;-0.0050116703197632395;-0.006245128313601217;;-0.007906088229786834;-0.028389589506738533;-0.012667809436727628;-0.015786833319478166;;;;;;;;;;;;;;;;;;;; +184;;;;;-0.029893392513820727;-0.03537323206293519;-0.028531474807226176;-0.02668292987724652;-0.03351299106774075;-0.02822764446147563;-0.04604746251515168;-0.01746183564068937;-0.019520227656691813;-0.04567776790739453;;;;;;;;;;;;;;;;;-0.004389570100590545;-0.004073251042991444;-0.002219188804512856;-0.00508847225609943;;-0.0036885803909846304;-0.005474210191839246;-0.004946320959000217;-0.008141177452192672;-0.0045929302447333675;-0.0017060362010313246;-0.005142294412695647;-0.006070218467959881;;-0.007840073641544654;-0.028157412590947395;-0.012714946834174623;-0.01582616762599215;;;;;;;;;;;;;;;;;;;; +185;;;;;-0.03023800969428536;-0.035960118963802135;-0.028418083864797827;-0.027013801796206383;-0.034297270630690546;-0.027507332837381604;-0.047446677512227975;-0.016551032278527444;-0.019757791168735328;-0.04689715687974605;;;;;;;;;;;;;;;;;-0.004353564230582807;-0.004138898944114511;-0.002373358608095094;-0.0051898199240572596;;-0.0036824564927632475;-0.005408783079090401;-0.0049712840790049895;-0.00813587983524866;-0.004681568180908896;-0.0017737074928554364;-0.005352927260660445;-0.005778490311187295;;-0.007733631076074277;-0.027783046118344923;-0.012790953675593797;-0.015889592244126616;;;;;;;;;;;;;;;;;;;; +186;;;;;-0.030564661613592836;-0.03651640977926229;-0.028310603494929643;-0.027327424909786235;-0.035040661596304146;-0.02682456259314936;-0.0487729407162214;-0.015687690838490254;-0.019982970190379645;-0.048052971323921945;;;;;;;;;;;;;;;;;-0.00429503476763915;-0.004245610442995318;-0.0026239485243004512;-0.005354561081121811;;-0.0036725018327561365;-0.0053024274503399305;-0.005011862418614288;-0.00812726834597921;-0.004825649773495699;-0.0018837052301249324;-0.005695303877194691;-0.005312924136357172;;-0.007560602163326158;-0.027174493338086414;-0.012914504705113572;-0.015992690709550395;;;;;;;;;;;;;;;;;;;; +187;;;;;-0.030874324233252093;-0.0370437667128336;-0.02820871260373059;-0.027624736268927474;-0.035745385532162555;-0.02617729347150277;-0.05003021622397252;-0.014869228734395945;-0.02019643751635647;-0.049148665544966885;;;;;;;;;;;;;;;;;-0.004194163880806928;-0.004429498758821704;-0.003055703876492094;-0.005638443299372464;;-0.0036553463340233683;-0.0051191282735295884;-0.005081791428669713;-0.008112427709900616;-0.005073932224660765;-0.0020732412335052186;-0.006285245346044743;-0.004570200614577552;;-0.007262391883431973;-0.026125679526550982;-0.01312741925562011;-0.016170360930674477;;;;;;;;;;;;;;;;;;;; +188;;;;;-0.031167819483488346;-0.037543589490786955;-0.028112140688466014;-0.027906525021624495;-0.03641331294586925;-0.025563805737669698;-0.0512218412298826;-0.014093466553384781;-0.02039875975116623;-0.05018714778852207;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +189;;;;;-0.03144582242811511;-0.03801702761635872;-0.02802066550378135;-0.028173439297241365;-0.0370459797687408;-0.024982685446928166;-0.05235055565920255;-0.013358609099031082;-0.020590402251180806;-0.051170805957008625;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +190;;;;;-0.031708898576269684;-0.03846504711287735;-0.02793410315052347;-0.028426021837588467;-0.03764468207475202;-0.024432786543125973;-0.053418683779445475;-0.012663252747770248;-0.02077175449281976;-0.052101661679880396;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +191;;;;;-0.03195748697771039;-0.038888399675498286;-0.02785231146253031;-0.028664695443587962;-0.03821043081559772;-0.023913234476557355;-0.05442803453542111;-0.012006357779728083;-0.020943120228235634;-0.052981286418758655;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +192;;;;;-0.032191765252135074;-0.03928737960568429;-0.027775226744379267;-0.02888962963223296;-0.038743605415986426;-0.023423567998111294;-0.055379262394682494;-0.01138722414631882;-0.02110462126350543;-0.053810261374029666;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +193;;;;;-0.03241180569042612;-0.03966210939596704;-0.027702824768917056;-0.029100893619704915;-0.039244368668562624;-0.022963625962816314;-0.056272657279206495;-0.010805624156581983;-0.021256307268211705;-0.054588839793178856;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +194;;;;;-0.03261749980849782;-0.040012404276304814;-0.027635141215511472;-0.029298383075807122;-0.03971247375579323;-0.022533632320307917;-0.057107780216109516;-0.01026182508275314;-0.021398103282967207;-0.0553166389742108;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +195;;;;;-0.032808704565413294;-0.0403380295842698;-0.027572229529345238;-0.02948196115036128;-0.04014762192109744;-0.022134003011032077;-0.0578841253210054;-0.009756553810534252;-0.02152991075025401;-0.0559932069738438;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +196;;;;;-0.03298478537660654;-0.040637898627493785;-0.02751429375742065;-0.029651019332268547;-0.04054835081601604;-0.021765980740324764;-0.05859905851772251;-0.009291241592513377;-0.02165129330549509;-0.056616255702342855;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +197;;;;;-0.03314475950971807;-0.040910332985454656;-0.027461654352209486;-0.02980461252074862;-0.04091240980709365;-0.02143156115686018;-0.0592485583064839;-0.008868298668899377;-0.02176157212605212;-0.05718228636731881;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +198;;;;;-0.03328766495947888;-0.04115370398592144;-0.027414634739098442;-0.02994181787351846;-0.0412376382090458;-0.02113288631049204;-0.05982879684301956;-0.008490689555520126;-0.021860084376327027;-0.057687951414572725;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +199;;;;;-0.03341142479561299;-0.0413644672359309;-0.02737391249018506;-0.030060641781365582;-0.041519287368657065;-0.02087418829337051;-0.06033127506910829;-0.008163539806389786;-0.02194539919269045;-0.058125852841989234;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +200;;;;;-0.03351381281322863;-0.04153883529632407;-0.02734022361025845;-0.030158945567293705;-0.041752302357616844;-0.020660184563237705;-0.06074699464910038;-0.0078929599657791;-0.02201598041683256;-0.058488144366088735;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +201;;;;;-0.03359100467114495;-0.0416702932727806;-0.027314824334428445;-0.030233058635228904;-0.041927973696097465;-0.020498830678275792;-0.06106040350438002;-0.007688915977463462;-0.02206919308361266;-0.05876127488293581;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +202;;;;;-0.03363821051716043;-0.04175068555313721;-0.027299292036670475;-0.030278381888669492;-0.04203540530039607;-0.020400163995749787;-0.06125206895052093;-0.007564160630610245;-0.02210173490257661;-0.05892830737917776;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +203;;;;;-0.03364793668644661;-0.041767249222783964;-0.02729609172708858;-0.0302877200960871;-0.042057539807224154;-0.02037983327904974;-0.061291558429076076;-0.007538450790168932;-0.022108439661280344;-0.05896272182444151;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +204;;;;;-0.03360899769405501;-0.041700935572620335;-0.0273089040128362;-0.030250333962864195;-0.04196892215210213;-0.02046122213615148;-0.061133458827030474;-0.007641362685877728;-0.02208159662717052;-0.05882494121854487;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +205;;;;;-0.03350389340858606;-0.04152194207668103;-0.027343487219040064;-0.030149421633313356;-0.041729726690326596;-0.0206809131349186;-0.06070671781095338;-0.007919160193579466;-0.02200914226488293;-0.05845304432808418;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +206;;;;;-0.033303158779985464;-0.041180090971062344;-0.027409537088445346;-0.029956694369862535;-0.041272901510758686;-0.02110050967104743;-0.059891708003803945;-0.008449763614352207;-0.021870765760316047;-0.0577427762028393;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +207;;;;;-0.032952891979333265;-0.04058358359235359;-0.027524787753467672;-0.029620397560332468;-0.04047576720849844;-0.021832640557727934;-0.05846956613407717;-0.009375517158212887;-0.02162930696421117;-0.05650340581966473;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +208;;;;;-0.03234216087756392;-0.039543498516485254;-0.027725737630585223;-0.02903402412601419;-0.039085855980295015;-0.023109141456909676;-0.05598985706570425;-0.010989544674850471;-0.02120829489078574;-0.05434239136590613;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +209;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +210;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +211;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +212;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +213;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +214;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +215;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +216;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +217;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +218;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +219;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +220;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +221;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +222;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +223;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +224;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +225;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +226;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +227;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +228;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +229;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +230;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +231;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +232;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +233;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +234;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +235;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +236;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +237;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +238;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +239;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +240;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +241;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +242;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +243;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +244;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +245;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +246;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +247;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +248;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; +249;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; From 0ce554a23f27c303af8d2d30c6655f9c2e7d63b4 Mon Sep 17 00:00:00 2001 From: slevionnois2 Date: Mon, 9 Jan 2023 10:55:20 +0100 Subject: [PATCH 14/19] advancing the app : installing voila --- example/app_epymix2.ipynb | 157 ++++++++++++++++++++++++++++++++++---- 1 file changed, 144 insertions(+), 13 deletions(-) diff --git a/example/app_epymix2.ipynb b/example/app_epymix2.ipynb index edd77bc..a939086 100644 --- a/example/app_epymix2.ipynb +++ b/example/app_epymix2.ipynb @@ -3,16 +3,41 @@ { "cell_type": "markdown", "id": "b50cd883", - "metadata": {}, + "metadata": { + "extensions": { + "jupyter_dashboards": { + "version": 1, + "views": { + "default_view": { + "col": 0, + "height": 3, + "row": 0, + "width": 8 + } + } + } + } + }, "source": [ - "# Jupyter App" + "# Epymix : mélange de cultures contre épidemies fongiques" ] }, { "cell_type": "code", "execution_count": 1, "id": "e05e4afa", - "metadata": {}, + "metadata": { + "extensions": { + "jupyter_dashboards": { + "version": 1, + "views": { + "default_view": { + "hidden": true + } + } + } + } + }, "outputs": [], "source": [ "import numpy as np\n", @@ -34,7 +59,18 @@ "cell_type": "code", "execution_count": 2, "id": "51d30dca", - "metadata": {}, + "metadata": { + "extensions": { + "jupyter_dashboards": { + "version": 1, + "views": { + "default_view": { + "hidden": true + } + } + } + } + }, "outputs": [], "source": [ "#disease_par='septo_par'\n", @@ -55,7 +91,18 @@ "cell_type": "code", "execution_count": 3, "id": "6006cef7", - "metadata": {}, + "metadata": { + "extensions": { + "jupyter_dashboards": { + "version": 1, + "views": { + "default_view": { + "hidden": true + } + } + } + } + }, "outputs": [], "source": [ "mu_wheat = 0.03 * delta_t / delta_t0 # 0.03 %% mortality rate of S and E tissues (LAI/10dd)\n", @@ -76,7 +123,18 @@ "cell_type": "code", "execution_count": 4, "id": "bceb8777", - "metadata": {}, + "metadata": { + "extensions": { + "jupyter_dashboards": { + "version": 1, + "views": { + "default_view": { + "hidden": true + } + } + } + } + }, "outputs": [], "source": [ "year=2000" @@ -86,7 +144,18 @@ "cell_type": "code", "execution_count": 5, "id": "cdb4ac11", - "metadata": {}, + "metadata": { + "extensions": { + "jupyter_dashboards": { + "version": 1, + "views": { + "default_view": { + "hidden": true + } + } + } + } + }, "outputs": [], "source": [ "scenario_ino = 'initial_inoculum' # scenario_ino: which scenario of initial inoculum (chose: central_focus, initial_inoculum, annual_cloud)\n", @@ -97,7 +166,18 @@ "cell_type": "code", "execution_count": 6, "id": "92d65c0e", - "metadata": {}, + "metadata": { + "extensions": { + "jupyter_dashboards": { + "version": 1, + "views": { + "default_view": { + "hidden": true + } + } + } + } + }, "outputs": [], "source": [ "### PARAMETERS IN CASE OF PRACTICE DATA\n", @@ -111,7 +191,18 @@ "cell_type": "code", "execution_count": 7, "id": "1ae20eb4", - "metadata": {}, + "metadata": { + "extensions": { + "jupyter_dashboards": { + "version": 1, + "views": { + "default_view": { + "hidden": true + } + } + } + } + }, "outputs": [], "source": [ "# def app(crop='pure crop', disease_par='septo_par', year='2000', wheat_fraction=0.5, delta_companion = 0, view='LAIwheat'):\n", @@ -241,12 +332,26 @@ "cell_type": "code", "execution_count": 8, "id": "533d9549", - "metadata": {}, + "metadata": { + "extensions": { + "jupyter_dashboards": { + "version": 1, + "views": { + "default_view": { + "col": 0, + "height": 16, + "row": 3, + "width": 8 + } + } + } + } + }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "c23f0dfa828b4571893842d19ce2e188", + "model_id": "f1956487c38546a4a8945ac7d6b6f6b8", "version_major": 2, "version_minor": 0 }, @@ -277,14 +382,40 @@ "cell_type": "code", "execution_count": null, "id": "0d0d90ec", - "metadata": {}, + "metadata": { + "extensions": { + "jupyter_dashboards": { + "version": 1, + "views": { + "default_view": { + "hidden": true + } + } + } + } + }, "outputs": [], "source": [] } ], "metadata": { + "extensions": { + "jupyter_dashboards": { + "activeView": "default_view", + "version": 1, + "views": { + "default_view": { + "cellMargin": 10, + "defaultCellHeight": 40, + "maxColumns": 12, + "name": "active_view", + "type": "grid" + } + } + } + }, "kernelspec": { - "display_name": "epyland", + "display_name": "Python 3", "language": "python", "name": "python3" }, From 129b46260092968ac60fc5fb4e70b5ea8ba449e2 Mon Sep 17 00:00:00 2001 From: pradal Date: Mon, 9 Jan 2023 11:37:44 +0100 Subject: [PATCH 15/19] Update app --- example/app_epymix2.ipynb | 217 ++++++++++++++++++++++++++++++++------ 1 file changed, 182 insertions(+), 35 deletions(-) diff --git a/example/app_epymix2.ipynb b/example/app_epymix2.ipynb index a939086..b3a739d 100644 --- a/example/app_epymix2.ipynb +++ b/example/app_epymix2.ipynb @@ -24,7 +24,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 17, "id": "e05e4afa", "metadata": { "extensions": { @@ -44,6 +44,8 @@ "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "import ipywidgets\n", + "from IPython.display import clear_output\n", + "\n", "\n", "from epymix.rain import rain as _rain \n", "from epymix.inoculum import inoculum \n", @@ -57,7 +59,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 18, "id": "51d30dca", "metadata": { "extensions": { @@ -89,7 +91,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 19, "id": "6006cef7", "metadata": { "extensions": { @@ -121,7 +123,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 20, "id": "bceb8777", "metadata": { "extensions": { @@ -142,7 +144,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 21, "id": "cdb4ac11", "metadata": { "extensions": { @@ -164,7 +166,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 22, "id": "92d65c0e", "metadata": { "extensions": { @@ -189,7 +191,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 23, "id": "1ae20eb4", "metadata": { "extensions": { @@ -328,59 +330,176 @@ " " ] }, + { + "cell_type": "markdown", + "id": "5c483630", + "metadata": {}, + "source": [ + "## Paramètres" + ] + }, { "cell_type": "code", - "execution_count": 8, - "id": "533d9549", - "metadata": { - "extensions": { - "jupyter_dashboards": { - "version": 1, - "views": { - "default_view": { - "col": 0, - "height": 16, - "row": 3, - "width": 8 - } - } - } - } - }, + "execution_count": 24, + "id": "12384b97", + "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "f1956487c38546a4a8945ac7d6b6f6b8", + "model_id": "c592eb37a03c4fc4be8fef67eca4c1f5", "version_major": 2, "version_minor": 0 }, "text/plain": [ - "interactive(children=(Dropdown(description='Maladie', options=('septo_par', 'rust_par'), value='septo_par'), D…" + "VBox(children=(Dropdown(description='Maladie:', options=(('Septo', 'septo_par'), ('Rust', 'rust_par')), value=…" ] }, + "execution_count": 24, "metadata": {}, - "output_type": "display_data" - }, + "output_type": "execute_result" + } + ], + "source": [ + "# Inputs\n", + "maladie = ipywidgets.Dropdown(\n", + " options=[('Septo', 'septo_par'), ('Rust','rust_par')],\n", + " value='septo_par',\n", + " description='Maladie:',\n", + " disabled=False,\n", + ")\n", + "type_melange = ipywidgets.Dropdown(\n", + " options=[('Blé / Blé', 'blé-blé'), \n", + " ('Blé / Compagne','blé-compagne')],\n", + " value='blé-blé',\n", + " description='Mélange:',\n", + " disabled=False,\n", + ")\n", + "\n", + "pratiques= ipywidgets.Dropdown(\n", + " options=[('Feverolle_N0',61),('Feverolle_N1',63),('Pois_N0',13),('Pois_N1',14)],\n", + " value=61,\n", + " description='Pratiques:',\n", + " disabled=False,\n", + ")\n", + "\n", + "meteo_label = ipywidgets.Label(value=\"Années Météo:\")\n", + "annee_meteo=ipywidgets.Dropdown(\n", + " options=[1995, 1997, 2000],\n", + " value=2000,\n", + " disabled=False,\n", + ")\n", + "\n", + "ipywidgets.VBox([maladie, type_melange, pratiques, meteo_label, annee_meteo])\n" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "be7ae067", + "metadata": {}, + "outputs": [ { "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "5f57e18020504410aa1824e1f648698b", + "version_major": 2, + "version_minor": 0 + }, "text/plain": [ - "" + "VBox(children=(FloatSlider(value=0.5, description='Fraction blé:', max=1.0, readout_format='.01f', step=0.05),…" ] }, - "execution_count": 8, + "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "ipywidgets.interact(app, Maladie=['septo_par', 'rust_par'], Type_mélange=['blé-blé', 'blé-compagne'], Pratiques=[('Feverolle_N0',61),('Feverolle_N1',63),('Pois_N0',13),('Pois_N1',14)], Année_météo=[1995, 1997, 2000], Fraction_blé=(0,1,0.05), \n", - "Date_semis=(-100,100,1))" + "fraction_ble = ipywidgets.FloatSlider(\n", + " value=0.5,\n", + " min=0,\n", + " max=1.0,\n", + " step=0.05,\n", + " description='Fraction blé:',\n", + " disabled=False,\n", + " readout=True,\n", + " readout_format='.01f',\n", + ")\n", + "\n", + "date_semis = ipywidgets.IntSlider(\n", + " value=0,\n", + " min=-100,\n", + " max=100,\n", + " step=1,\n", + " description='Date de semis:',\n", + " disabled=False,\n", + " readout=True,\n", + ")\n", + "\n", + "ipywidgets.VBox([fraction_ble, date_semis])" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 26, + "id": "50bf6046", + "metadata": {}, + "outputs": [], + "source": [ + "out = ipywidgets.Output()" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "533d9549", + "metadata": { + "extensions": { + "jupyter_dashboards": { + "version": 1, + "views": { + "default_view": { + "col": 0, + "height": 16, + "row": 3, + "width": 8 + } + } + } + } + }, + "outputs": [], + "source": [ + "def on_value_change(change):\n", + " Maladie = maladie.value\n", + " Type_mélange = type_melange.value\n", + " Pratiques = pratiques.value\n", + " Année_météo = annee_meteo.value\n", + " Fraction_blé = fraction_ble.value\n", + " Date_semis = date_semis.value\n", + " \n", + " with out:\n", + " clear_output(wait=True)\n", + " app(Maladie=Maladie, \n", + " Type_mélange=Type_mélange, \n", + " Pratiques=Pratiques, \n", + " Année_météo=Année_météo, \n", + " Fraction_blé=Fraction_blé, \n", + " Date_semis = Date_semis)\n", + " plt.show()\n", + "\n", + "maladie.observe(on_value_change, names=\"value\")\n", + "type_melange.observe(on_value_change, names=\"value\")\n", + "pratiques.observe(on_value_change, names=\"value\")\n", + "annee_meteo.observe(on_value_change, names=\"value\")\n", + "fraction_ble.observe(on_value_change, names=\"value\")\n", + "date_semis.observe(on_value_change, names=\"value\")" + ] + }, + { + "cell_type": "code", + "execution_count": 32, "id": "0d0d90ec", "metadata": { "extensions": { @@ -394,11 +513,39 @@ } } }, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "2410ebfcfd8640e2936d18b092619743", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Output(outputs=({'output_type': 'stream', 'text': 'AUDPC: 146.30\\nRéduction de la maladie: 61.44%\\n', 'name': …" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "on_value_change(None)\n", + "out" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3cd6b596", + "metadata": {}, "outputs": [], "source": [] } ], "metadata": { + "celltoolbar": "Éditer les Méta-Données", "extensions": { "jupyter_dashboards": { "activeView": "default_view", @@ -415,7 +562,7 @@ } }, "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -429,7 +576,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.2" + "version": "3.10.6" }, "vscode": { "interpreter": { From e04e1be9ab55bd887616909633782e3e4f1d1e24 Mon Sep 17 00:00:00 2001 From: pradal Date: Mon, 9 Jan 2023 13:37:29 +0100 Subject: [PATCH 16/19] Update --- example/app_epymix2.ipynb | 63 +++++++++++++++++++++++++++++++++++---- 1 file changed, 58 insertions(+), 5 deletions(-) diff --git a/example/app_epymix2.ipynb b/example/app_epymix2.ipynb index b3a739d..c29d6a2 100644 --- a/example/app_epymix2.ipynb +++ b/example/app_epymix2.ipynb @@ -330,6 +330,34 @@ " " ] }, + { + "cell_type": "code", + "execution_count": null, + "id": "9c0ab2fd", + "metadata": { + "tags": [ + "parameters" + ] + }, + "outputs": [], + "source": [ + "flex_title = \"Epymix : mélange de cultures contre épidemies fongiques\"\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "e739cdf5", + "metadata": { + "tags": [ + "size=250" + ] + }, + "outputs": [], + "source": [ + "## Section" + ] + }, { "cell_type": "markdown", "id": "5c483630", @@ -342,7 +370,11 @@ "cell_type": "code", "execution_count": 24, "id": "12384b97", - "metadata": {}, + "metadata": { + "tags": [ + "body" + ] + }, "outputs": [ { "data": { @@ -397,7 +429,11 @@ "cell_type": "code", "execution_count": 25, "id": "be7ae067", - "metadata": {}, + "metadata": { + "tags": [ + "body" + ] + }, "outputs": [ { "data": { @@ -440,6 +476,20 @@ "ipywidgets.VBox([fraction_ble, date_semis])" ] }, + { + "cell_type": "code", + "execution_count": null, + "id": "898aa1cd", + "metadata": { + "tags": [ + "size=750" + ] + }, + "outputs": [], + "source": [ + "## Column" + ] + }, { "cell_type": "code", "execution_count": 26, @@ -511,7 +561,10 @@ } } } - } + }, + "tags": [ + "body" + ] }, "outputs": [ { @@ -545,7 +598,7 @@ } ], "metadata": { - "celltoolbar": "Éditer les Méta-Données", + "celltoolbar": "Tags", "extensions": { "jupyter_dashboards": { "activeView": "default_view", @@ -576,7 +629,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.6" + "version": "3.10.8" }, "vscode": { "interpreter": { From 1edfbd26005207448fae01c421a4de6ed7d32f45 Mon Sep 17 00:00:00 2001 From: slevionnois2 Date: Wed, 11 Jan 2023 17:33:03 +0100 Subject: [PATCH 17/19] Developing the app : adding two subplot for visual pure vs mixture comparison --- example/app_epymix2.ipynb | 206 +++++++++++++++++++++++--------------- 1 file changed, 128 insertions(+), 78 deletions(-) diff --git a/example/app_epymix2.ipynb b/example/app_epymix2.ipynb index c29d6a2..8d36083 100644 --- a/example/app_epymix2.ipynb +++ b/example/app_epymix2.ipynb @@ -24,7 +24,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 451, "id": "e05e4afa", "metadata": { "extensions": { @@ -40,6 +40,7 @@ }, "outputs": [], "source": [ + "#python jupyterflex.py app_epymix2.ipynb\n", "import numpy as np\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", @@ -59,7 +60,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 452, "id": "51d30dca", "metadata": { "extensions": { @@ -91,7 +92,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 453, "id": "6006cef7", "metadata": { "extensions": { @@ -123,7 +124,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 454, "id": "bceb8777", "metadata": { "extensions": { @@ -144,7 +145,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 455, "id": "cdb4ac11", "metadata": { "extensions": { @@ -166,7 +167,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 456, "id": "92d65c0e", "metadata": { "extensions": { @@ -191,7 +192,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 457, "id": "1ae20eb4", "metadata": { "extensions": { @@ -231,6 +232,9 @@ " \n", " Pth_inde, Poi_inde = growth_pois(t=t, season=season, arrangement=arrangement,\n", " mu_companion=mu_companion, beta_companion=beta_companion, end_companion=end_companion, LAI_K=LAI_K)\n", + " \n", + " Pth_inde2, Poi_inde2 = growth_pois(t=t, season=season, arrangement=arrangement,\n", + " mu_companion=mu_companion, beta_companion=beta_companion, end_companion=end_companion, LAI_K=0) \n", "\n", " Nsp, Pth, Poi, Sth, Sus, Lat, Ifc, Ifv, Rem, LAI, LAI_wheat, Poo, Eps, AUDPC, Scont = SEIR(\n", " t=t, \n", @@ -251,7 +255,7 @@ " season=season, delta_companion=delta_companion,\n", " disease=disease, rain=rain, arrangement=arrangement_max, inoc_init=inoc_init, ng_ext0=ng_ext0,\n", " mu_wheat=mu_wheat, nu=nu, beta_wheat=beta_wheat, #beta_companion=beta_companion, end_companion=end_companion\n", - " end_wheat=end_wheat, LAI_K=LAI_K, ber_wheat=ber_wheat, ber_companion=ber_companion, Pth_inde=Pth_inde, Poi_inde=Poi_inde,\n", + " end_wheat=end_wheat, LAI_K=LAI_K, ber_wheat=ber_wheat, ber_companion=ber_companion, Pth_inde=Pth_inde2, Poi_inde=Poi_inde2,\n", " h_wheat=h_wheat, h_companion=h_companion,\n", " lambd=lambd, delta_ei=delta_ei,\n", " s0=s0,pi_inf0=pi_inf0, rho=rho, psi=psi, gamma=gamma, theta=theta, sigma=sigma, sigma_asco=sigma_asco, inf_begin=inf_begin,\n", @@ -302,6 +306,22 @@ " AUDPC = np.mean(AUDPC, axis=(1,2))\n", " Eps = np.mean(Eps, axis=(1,2))\n", " Scont = np.mean(Scont, axis=(1,2))\n", + "\n", + " Sth2 = np.mean(Sth2, axis=(1,2))\n", + " Pth2 = np.mean(Pth2, axis=(1,2))\n", + " Poi2 = np.mean(Poi2, axis=(1,2))\n", + " Lat2 = np.mean(Lat2, axis=(1,2))\n", + " Ifc2 = np.mean(Ifc2, axis=(1,2))\n", + " Ifv2 = np.mean(Ifv2, axis=(1,2))\n", + " Sus2 = np.mean(Sus2, axis=(1,2))\n", + " Rem2 = np.mean(Rem2, axis=(1,2))\n", + " Nsp2 = np.mean(Nsp2, axis=(1,2))\n", + " LAI2 = np.mean(LAI2, axis=(1,2))\n", + " LAI_wheat2 = np.mean(LAI_wheat2, axis=(1,2))\n", + " Poo2 = np.mean(Poo2, axis=(1,2))\n", + " AUDPC2 = np.mean(AUDPC2, axis=(1,2))\n", + " Eps2 = np.mean(Eps2, axis=(1,2))\n", + " Scont2 = np.mean(Scont2, axis=(1,2))\n", " \n", " # if view == 'LAIwheat':\n", " # plt.plot(T, Sth, color='black')\n", @@ -310,29 +330,50 @@ " # plt.plot(T, Ifc, color='red')\n", " # plt.ylim([0, 6])\n", " # elif view=='All':\n", - " plt.plot(T, Sth, color='black')\n", - " plt.plot(T, Sus, color='green')\n", - " plt.plot(T, Poi, color='brown')\n", - " plt.plot(T, Ifv, color='red')\n", - " plt.ylim([0, 6])\n", - " plt.xlabel(\"Degrés-jour (joursx10 par °C)\")\n", - " plt.ylabel(\"Surface foliaire (m² par m² de sol\")\n", - " plt.plot(T, Sth, \"black\", label=\"Blé sans maladie\")\n", - " plt.plot(T, Sus, \"green\", label=\"Blé avec maladie\")\n", - " plt.plot(T, Poi, \"brown\", label=\"Compagne\")\n", - " plt.plot(T, Ifv, \"red\", label=\"Maladie cumulée\")\n", - " plt.legend(loc=\"upper left\")\n", + " # plt.plot(T, Sth, color='black')\n", + " # plt.plot(T, Sus, color='green')\n", + " # plt.plot(T, Poi, color='brown')\n", + " # plt.plot(T, Ifv, color='red')\n", + " # plt.ylim([0, 6])\n", + " # plt.xlabel(\"Degrés-jour (joursx10 par °C)\")\n", + " # plt.ylabel(\"Surface foliaire (m² par m² de sol)\")\n", + " # plt.plot(T, Sth, \"black\", label=\"Blé sans maladie\")\n", + " # plt.plot(T, Sus, \"green\", label=\"Blé avec maladie\")\n", + " # plt.plot(T, Poi, \"brown\", label=\"Compagne\")\n", + " # plt.plot(T, Ifv, \"red\", label=\"Maladie cumulée\")\n", + " # plt.legend(loc=\"upper left\")\n", " # plt.ylabel(\"LAI\")\n", "\n", - " \n", - " print(f'AUDPC: {\"{:.2f}\".format(AUDPC[-1])}')\n", - " print(f'Réduction de la maladie: {\"{:.2f}\".format(100*float(1-AUDPC[-1]/AUDPC2[-1]))}%')\n", + " fig = plt.figure()\n", + " gs = fig.add_gridspec(2, hspace=0)\n", + " axs = gs.subplots(sharex=True, sharey=True)\n", + " # fig, axs = plt.subplots(2)\n", + " # axs[0].set_title('Pure')\n", + " # axs[1].set_title('Mélange')\n", + " axs[0].set(ylabel='Surface foliaire (m²/m²)')\n", + " axs[1].set(xlabel='Temps thermique (x10 jours °C)', ylabel='Surface foliaire (m²/m²)')\n", + " axs[0].plot(T, Sth2, color='black', label=\"Blé sans maladie\")\n", + " axs[0].plot(T, Sus2, color='green', label=\"Blé avec maladie\")\n", + " axs[0].plot(T, Poi2, color='brown', label=\"Compagne\")\n", + " axs[0].plot(T, Ifv2, color='red', label=\"Maladie cumulée\")\n", + " axs[0].legend(loc=\"upper right\")\n", + " axs[0].set_ylim([0, 6])\n", + " axs[1].set_ylim([0, 6])\n", + " # axs[0].legend(loc=\"upper left\")\n", + " axs[1].plot(T, Sth, color='black')\n", + " axs[1].plot(T, Sus, color='green')\n", + " axs[1].plot(T, Poi, color='brown')\n", + " axs[1].plot(T, Ifv, color='red')\n", + "\n", + " print(f'Surface malade cumulée: {\"{:.2f}\".format(Ifv[-1])} m²/m²')\n", + " print(f'Intensité de la maladie: {\"{:.2f}\".format(AUDPC[-1])}')\n", + " print(f'Réduction de la maladie: {\"{:.2f}\".format(100*float(1-AUDPC[-1]/AUDPC2[-1]))} %')\n", " " ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 458, "id": "9c0ab2fd", "metadata": { "tags": [ @@ -346,7 +387,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 459, "id": "e739cdf5", "metadata": { "tags": [ @@ -368,7 +409,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 460, "id": "12384b97", "metadata": { "tags": [ @@ -379,106 +420,116 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "c592eb37a03c4fc4be8fef67eca4c1f5", + "model_id": "973a5930c5444a8588e2163a9e15747c", "version_major": 2, "version_minor": 0 }, "text/plain": [ - "VBox(children=(Dropdown(description='Maladie:', options=(('Septo', 'septo_par'), ('Rust', 'rust_par')), value=…" + "VBox(children=(Label(value='Maladie :'), Dropdown(options=(('Septoriose', 'septo_par'), ('Rouille', 'rust_par'…" ] }, - "execution_count": 24, "metadata": {}, - "output_type": "execute_result" + "output_type": "display_data" } ], "source": [ "# Inputs\n", + "maladie_label = ipywidgets.Label(value=\"Maladie :\")\n", "maladie = ipywidgets.Dropdown(\n", - " options=[('Septo', 'septo_par'), ('Rust','rust_par')],\n", + " options=[('Septoriose', 'septo_par'), ('Rouille','rust_par')],\n", " value='septo_par',\n", - " description='Maladie:',\n", + " # description='Maladie:',\n", " disabled=False,\n", ")\n", + "\n", + "melange_label = ipywidgets.Label(value=\"Mélange :\")\n", "type_melange = ipywidgets.Dropdown(\n", " options=[('Blé / Blé', 'blé-blé'), \n", " ('Blé / Compagne','blé-compagne')],\n", " value='blé-blé',\n", - " description='Mélange:',\n", + " # description='Mélange:',\n", " disabled=False,\n", ")\n", "\n", + "pratiques_label = ipywidgets.Label(value=\"Pratiques :\")\n", "pratiques= ipywidgets.Dropdown(\n", " options=[('Feverolle_N0',61),('Feverolle_N1',63),('Pois_N0',13),('Pois_N1',14)],\n", " value=61,\n", - " description='Pratiques:',\n", + " # description='Pratiques:',\n", " disabled=False,\n", ")\n", "\n", - "meteo_label = ipywidgets.Label(value=\"Années Météo:\")\n", + "meteo_label = ipywidgets.Label(value=\"Années Météo :\")\n", "annee_meteo=ipywidgets.Dropdown(\n", " options=[1995, 1997, 2000],\n", " value=2000,\n", " disabled=False,\n", ")\n", "\n", - "ipywidgets.VBox([maladie, type_melange, pratiques, meteo_label, annee_meteo])\n" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "id": "be7ae067", - "metadata": { - "tags": [ - "body" - ] - }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "5f57e18020504410aa1824e1f648698b", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "VBox(children=(FloatSlider(value=0.5, description='Fraction blé:', max=1.0, readout_format='.01f', step=0.05),…" - ] - }, - "execution_count": 25, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ + "fraction_label = ipywidgets.Label(value=\"Fraction blé :\")\n", "fraction_ble = ipywidgets.FloatSlider(\n", " value=0.5,\n", " min=0,\n", " max=1.0,\n", " step=0.05,\n", - " description='Fraction blé:',\n", + " # description='Fraction blé:',\n", " disabled=False,\n", " readout=True,\n", " readout_format='.01f',\n", ")\n", "\n", + "semis_label = ipywidgets.Label(value=\"Date de semis :\")\n", "date_semis = ipywidgets.IntSlider(\n", " value=0,\n", " min=-100,\n", " max=100,\n", " step=1,\n", - " description='Date de semis:',\n", + " # description='Date de semis:',\n", " disabled=False,\n", " readout=True,\n", ")\n", "\n", - "ipywidgets.VBox([fraction_ble, date_semis])" + "ipywidgets.VBox([maladie_label, maladie, melange_label, type_melange, pratiques_label, pratiques, meteo_label, annee_meteo, fraction_label, fraction_ble, semis_label, date_semis])\n" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 461, + "id": "be7ae067", + "metadata": { + "tags": [ + "body" + ] + }, + "outputs": [], + "source": [ + "# fraction_ble = ipywidgets.FloatSlider(\n", + "# value=0.5,\n", + "# min=0,\n", + "# max=1.0,\n", + "# step=0.05,\n", + "# description='Fraction blé:',\n", + "# disabled=False,\n", + "# readout=True,\n", + "# readout_format='.01f',\n", + "# )\n", + "\n", + "# date_semis = ipywidgets.IntSlider(\n", + "# value=0,\n", + "# min=-100,\n", + "# max=100,\n", + "# step=1,\n", + "# description='Date de semis:',\n", + "# disabled=False,\n", + "# readout=True,\n", + "# )\n", + "\n", + "# ipywidgets.VBox([fraction_ble, date_semis])" + ] + }, + { + "cell_type": "code", + "execution_count": 462, "id": "898aa1cd", "metadata": { "tags": [ @@ -492,7 +543,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 463, "id": "50bf6046", "metadata": {}, "outputs": [], @@ -502,7 +553,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 464, "id": "533d9549", "metadata": { "extensions": { @@ -549,7 +600,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 465, "id": "0d0d90ec", "metadata": { "extensions": { @@ -570,17 +621,16 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "2410ebfcfd8640e2936d18b092619743", + "model_id": "f967dc9acca7474daba715243464422b", "version_major": 2, "version_minor": 0 }, "text/plain": [ - "Output(outputs=({'output_type': 'stream', 'text': 'AUDPC: 146.30\\nRéduction de la maladie: 61.44%\\n', 'name': …" + "Output()" ] }, - "execution_count": 32, "metadata": {}, - "output_type": "execute_result" + "output_type": "display_data" } ], "source": [ @@ -615,7 +665,7 @@ } }, "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "app", "language": "python", "name": "python3" }, @@ -633,7 +683,7 @@ }, "vscode": { "interpreter": { - "hash": "cc495b77a574b98b57b7f5732d92c368da0bdafbfc1ca32d8caf81cd26f9b127" + "hash": "d7fafeb1969ad82db984812353f66ad6d7939f51ab409e6dcd953d859e5bd39b" } } }, From 25c5d2e97a9a64144e6e838980f494dd455b65b4 Mon Sep 17 00:00:00 2001 From: slevionnois2 Date: Mon, 15 May 2023 16:22:14 +0200 Subject: [PATCH 18/19] New output_septo example but connected with WeatherData --- example/app_epymix2.ipynb | 49 ++++++------ example/output_septo.py | 8 +- example/output_septo_IPM_WD.py | 139 +++++++++++++++++++++++++++++++++ 3 files changed, 168 insertions(+), 28 deletions(-) create mode 100644 example/output_septo_IPM_WD.py diff --git a/example/app_epymix2.ipynb b/example/app_epymix2.ipynb index 8d36083..7bc8db2 100644 --- a/example/app_epymix2.ipynb +++ b/example/app_epymix2.ipynb @@ -24,7 +24,7 @@ }, { "cell_type": "code", - "execution_count": 451, + "execution_count": 481, "id": "e05e4afa", "metadata": { "extensions": { @@ -60,7 +60,7 @@ }, { "cell_type": "code", - "execution_count": 452, + "execution_count": 482, "id": "51d30dca", "metadata": { "extensions": { @@ -92,7 +92,7 @@ }, { "cell_type": "code", - "execution_count": 453, + "execution_count": 483, "id": "6006cef7", "metadata": { "extensions": { @@ -124,7 +124,7 @@ }, { "cell_type": "code", - "execution_count": 454, + "execution_count": 484, "id": "bceb8777", "metadata": { "extensions": { @@ -145,7 +145,7 @@ }, { "cell_type": "code", - "execution_count": 455, + "execution_count": 485, "id": "cdb4ac11", "metadata": { "extensions": { @@ -167,7 +167,7 @@ }, { "cell_type": "code", - "execution_count": 456, + "execution_count": 486, "id": "92d65c0e", "metadata": { "extensions": { @@ -192,7 +192,7 @@ }, { "cell_type": "code", - "execution_count": 457, + "execution_count": 487, "id": "1ae20eb4", "metadata": { "extensions": { @@ -344,22 +344,21 @@ " # plt.legend(loc=\"upper left\")\n", " # plt.ylabel(\"LAI\")\n", "\n", - " fig = plt.figure()\n", - " gs = fig.add_gridspec(2, hspace=0)\n", - " axs = gs.subplots(sharex=True, sharey=True)\n", - " # fig, axs = plt.subplots(2)\n", - " # axs[0].set_title('Pure')\n", - " # axs[1].set_title('Mélange')\n", + " # fig = plt.figure()\n", + " # gs = fig.add_gridspec(2, hspace=0)\n", + " # axs = gs.subplots(sharex=True, sharey=True)\n", + " fig, axs = plt.subplots(2)\n", + " axs[0].set_title('Pure')\n", + " axs[1].set_title('Mélange')\n", " axs[0].set(ylabel='Surface foliaire (m²/m²)')\n", " axs[1].set(xlabel='Temps thermique (x10 jours °C)', ylabel='Surface foliaire (m²/m²)')\n", " axs[0].plot(T, Sth2, color='black', label=\"Blé sans maladie\")\n", " axs[0].plot(T, Sus2, color='green', label=\"Blé avec maladie\")\n", " axs[0].plot(T, Poi2, color='brown', label=\"Compagne\")\n", " axs[0].plot(T, Ifv2, color='red', label=\"Maladie cumulée\")\n", - " axs[0].legend(loc=\"upper right\")\n", + " axs[0].legend(loc=\"upper left\")\n", " axs[0].set_ylim([0, 6])\n", " axs[1].set_ylim([0, 6])\n", - " # axs[0].legend(loc=\"upper left\")\n", " axs[1].plot(T, Sth, color='black')\n", " axs[1].plot(T, Sus, color='green')\n", " axs[1].plot(T, Poi, color='brown')\n", @@ -373,7 +372,7 @@ }, { "cell_type": "code", - "execution_count": 458, + "execution_count": 488, "id": "9c0ab2fd", "metadata": { "tags": [ @@ -387,7 +386,7 @@ }, { "cell_type": "code", - "execution_count": 459, + "execution_count": 489, "id": "e739cdf5", "metadata": { "tags": [ @@ -409,7 +408,7 @@ }, { "cell_type": "code", - "execution_count": 460, + "execution_count": 490, "id": "12384b97", "metadata": { "tags": [ @@ -420,7 +419,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "973a5930c5444a8588e2163a9e15747c", + "model_id": "609a856bf97a4e2faae5a2e6df832e31", "version_major": 2, "version_minor": 0 }, @@ -494,7 +493,7 @@ }, { "cell_type": "code", - "execution_count": 461, + "execution_count": 491, "id": "be7ae067", "metadata": { "tags": [ @@ -529,7 +528,7 @@ }, { "cell_type": "code", - "execution_count": 462, + "execution_count": 492, "id": "898aa1cd", "metadata": { "tags": [ @@ -543,7 +542,7 @@ }, { "cell_type": "code", - "execution_count": 463, + "execution_count": 493, "id": "50bf6046", "metadata": {}, "outputs": [], @@ -553,7 +552,7 @@ }, { "cell_type": "code", - "execution_count": 464, + "execution_count": 494, "id": "533d9549", "metadata": { "extensions": { @@ -600,7 +599,7 @@ }, { "cell_type": "code", - "execution_count": 465, + "execution_count": 495, "id": "0d0d90ec", "metadata": { "extensions": { @@ -621,7 +620,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "f967dc9acca7474daba715243464422b", + "model_id": "4b5c580932bb465585a465d75ddc51e6", "version_major": 2, "version_minor": 0 }, diff --git a/example/output_septo.py b/example/output_septo.py index 35f7035..ffaf051 100644 --- a/example/output_septo.py +++ b/example/output_septo.py @@ -1,4 +1,7 @@ +import os import numpy as np +import pandas as pd +import datetime import matplotlib.pyplot as plt from epymix.rain import rain as rain ## f_rain @@ -61,11 +64,10 @@ ### RAIN PARAMETER ### _rain, return rain -# annees = np.arange(2000,2000+n_season,1) #1995: défavorable; 1997: moyenne, 2000: très favorable -# annees = annees.tolist() -year=2000 +year=2012 rain = rain(year, n_season, delta_t) + ### INOCULUM PARAMETERS # inoculum(scenario_ino, Lx, Ly, frac_inf, inoc_init_abs, ng_ext0_abs) # return inoc_init, ng_ext0 diff --git a/example/output_septo_IPM_WD.py b/example/output_septo_IPM_WD.py new file mode 100644 index 0000000..54b51d8 --- /dev/null +++ b/example/output_septo_IPM_WD.py @@ -0,0 +1,139 @@ +import numpy as np +import pandas as pd +import matplotlib.pyplot as plt + +from epymix.rain_WD import rain as rain ## f_rain +from epymix.inoculum import inoculum ## inoculum +from epymix.configuration import configuration +from epymix.SEIR import SEIR ## SEIR fonction principale +from epymix.dispersion_gradient import dispersion_kernel_rust, dispersion_kernel_septo +from epymix.growth_companion import growth_pois + + +## MAIN INPUT PARAMETERS +disease = "septo" +delta_t0 = 10 # constant, the model has been parameterise such as t = 10 degree-day +delta_t = 10 # time step +n_season = 1 # number of season +t = n_season*250*int(delta_t0/delta_t) # length of the experiment +season = 250*int(delta_t0/delta_t) # 2500 dd %% length of a cropping season +delta_companion = 0 # growth start lag of the companion crop (dd), negative: companion before, positive: companion after but for i Date: Mon, 15 May 2023 16:23:27 +0200 Subject: [PATCH 19/19] rain function but adapted to WeatherData (IPM Decisions) --- src/epymix/rain_WD.py | 66 +++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 66 insertions(+) create mode 100644 src/epymix/rain_WD.py diff --git a/src/epymix/rain_WD.py b/src/epymix/rain_WD.py new file mode 100644 index 0000000..834f805 --- /dev/null +++ b/src/epymix/rain_WD.py @@ -0,0 +1,66 @@ +import numpy as np +import pandas as pd +from .data import meteo_path + +import pandas +pandas.set_option('display.max_colwidth', None) +import logging, sys +from weatherdata import WeatherDataHub + +def rain(site, time_start, time_end, delta_t, sowing_date, rainfall_threshold): + # years = np.arange(year, year + n_season, 1) + # years = years.tolist() + # if not isinstance(years, list): + # years = [years] + + maxLa = 0 + rain = [] + # for annee in years: + ws = WeatherDataHub() + meteo = ws.get_ressource(name=site) + ds = meteo.data(parameters=[1002, 2001], stationId=[5], + timeStart=time_start, timeEnd=time_end, + timeZone='Europe/Paris', varname="id", usecache=True, savecache=True, display="ds") + path = ds.to_dataframe() + + # Filtering by sowing date + path.reset_index(inplace=True) + path[['Date', 'Hour']] = path.time.astype(str).str.split(expand=True) + path["Date"] = pd.to_datetime(path["Date"], dayfirst=False) + path = path[(path['Date'] >= sowing_date)] + + # Calculatig degree-day + path_max = path.groupby(path.columns[6])[path.columns[2]].max() + path_min = path.groupby(path.columns[6])[path.columns[2]].min() + t_base = 0 + degree_day_inc = [(((i + j) / 2) - t_base) for i, j in zip(path_max, path_min)] + + path_dd = path_max.reset_index() + path_dd.drop(path_dd.columns[1], inplace=True, axis=1) + path_dd['dd_inc'] = degree_day_inc + path_dd["Date"] = pd.to_datetime(path_dd["Date"], dayfirst=True) + path_dd.sort_values(by='Date', inplace=True) + path_dd['dd_cum'] = path_dd['dd_inc'].cumsum() + + # Summing rainfall + daily_rain = path.groupby(path.columns[6])[path.columns[3]].sum() + daily_rain = daily_rain.reset_index() + daily_rain["Date"] = pd.to_datetime(daily_rain["Date"], dayfirst=False) + daily_rain.sort_values(by='Date', inplace=True) + + # Final rainfall dataset + final = pd.merge(path_dd, daily_rain, on='Date') + final = final.round(decimals=0) + final = final[final.iloc[:, 3] >= rainfall_threshold] + + rain_pick = final.iloc[:, 2] + rain_pick = rain_pick.to_numpy() + rain_pick = np.array([int(v) for v in rain_pick]) + rain_pick2 = -100 * np.ones((1000)) + rain_pick2[0:len(rain_pick)] = rain_pick + rain = np.append(rain, rain_pick2) + maxLa = max(maxLa, len(rain_pick)) + + rain = rain.reshape([len(rain_pick2), 1], order='F') #rain.reshape([len(rain_pick2), len(years)], order='F') + rain = np.ceil(rain[0:maxLa] / int(delta_t)) + return rain