{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Visualizations\n",
"\n",
"This tutorial illustrates the core visualization utilities available in Ax."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"[INFO 06-30 21:27:32] ax.utils.notebook.plotting: Injecting Plotly library into cell. Do not overwrite or delete cell.\n"
]
},
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import numpy as np\n",
"from ax import (\n",
" Arm,\n",
" ComparisonOp,\n",
" RangeParameter,\n",
" ParameterType,\n",
" SearchSpace, \n",
" SimpleExperiment, \n",
" OutcomeConstraint, \n",
")\n",
"\n",
"from ax.metrics.l2norm import L2NormMetric\n",
"from ax.modelbridge.cross_validation import cross_validate\n",
"from ax.modelbridge.registry import Models\n",
"from ax.plot.contour import interact_contour, plot_contour\n",
"from ax.plot.diagnostic import interact_cross_validation\n",
"from ax.plot.scatter import(\n",
" interact_fitted,\n",
" plot_objective_vs_constraints,\n",
" tile_fitted,\n",
")\n",
"from ax.plot.slice import plot_slice\n",
"from ax.utils.measurement.synthetic_functions import hartmann6\n",
"from ax.utils.notebook.plotting import render, init_notebook_plotting\n",
"\n",
"init_notebook_plotting()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 1. Create experiment and run optimization\n",
"\n",
"The vizualizations require an experiment object and a model fit on the evaluated data. The routine below is a copy of the Developer API tutorial, so the explanation here is omitted. Retrieving the experiment and model objects for each API paradigm is shown in the respective tutorials"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### 1a. Define search space and evaluation function"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"noise_sd = 0.1\n",
"param_names = [f\"x{i+1}\" for i in range(6)] # x1, x2, ..., x6\n",
"\n",
"def noisy_hartmann_evaluation_function(parameterization):\n",
" x = np.array([parameterization.get(p_name) for p_name in param_names])\n",
" noise1, noise2 = np.random.normal(0, noise_sd, 2)\n",
"\n",
" return {\n",
" \"hartmann6\": (hartmann6(x) + noise1, noise_sd),\n",
" \"l2norm\": (np.sqrt((x ** 2).sum()) + noise2, noise_sd)\n",
" }\n",
"\n",
"hartmann_search_space = SearchSpace(\n",
" parameters=[\n",
" RangeParameter(\n",
" name=p_name, parameter_type=ParameterType.FLOAT, lower=0.0, upper=1.0\n",
" )\n",
" for p_name in param_names\n",
" ]\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### 1b. Create Experiment"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"exp = SimpleExperiment(\n",
" name=\"test_branin\",\n",
" search_space=hartmann_search_space,\n",
" evaluation_function=noisy_hartmann_evaluation_function,\n",
" objective_name=\"hartmann6\",\n",
" minimize=True,\n",
" outcome_constraints=[\n",
" OutcomeConstraint(\n",
" metric=L2NormMetric(\n",
" name=\"l2norm\", param_names=param_names, noise_sd=0.2\n",
" ),\n",
" op=ComparisonOp.LEQ,\n",
" bound=1.25,\n",
" relative=False,\n",
" )\n",
" ],\n",
")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### 1c. Run the optimization and fit a GP on all data\n",
"\n",
"After doing (`N_BATCHES=15`) rounds of optimization, fit final GP using all data to feed into the plots."
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"N_RANDOM = 5\n",
"BATCH_SIZE = 1\n",
"N_BATCHES = 15\n",
"\n",
"sobol = Models.SOBOL(exp.search_space)\n",
"exp.new_batch_trial(generator_run=sobol.gen(N_RANDOM))\n",
"\n",
"for i in range(N_BATCHES):\n",
" intermediate_gp = Models.GPEI(experiment=exp, data=exp.eval())\n",
" exp.new_trial(generator_run=intermediate_gp.gen(BATCH_SIZE))\n",
"\n",
"model = Models.GPEI(experiment=exp, data=exp.eval())"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 2. Contour plots\n",
"\n",
"The plot below shows the response surface for `hartmann6` metric as a function of the `x1`, `x2` parameters.\n",
"\n",
"The other parameters are fixed in the middle of their respective ranges, which in this example is 0.5 for all of them."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.plotly.v1+json": {
"config": {
"linkText": "Export to plot.ly",
"plotlyServerURL": "https://plot.ly",
"showLink": false
},
"data": [
{
"autocolorscale": false,
"autocontour": true,
"colorbar": {
"tickfont": {
"size": 8
},
"ticksuffix": "",
"x": 0.45,
"y": 0.5
},
"colorscale": [
[
0.0,
"rgb(247,252,253)"
],
[
0.125,
"rgb(229,245,249)"
],
[
0.25,
"rgb(204,236,230)"
],
[
0.375,
"rgb(153,216,201)"
],
[
0.5,
"rgb(102,194,164)"
],
[
0.625,
"rgb(65,174,118)"
],
[
0.75,
"rgb(35,139,69)"
],
[
0.875,
"rgb(0,109,44)"
],
[
1.0,
"rgb(0,68,27)"
]
],
"contours": {
"coloring": "heatmap"
},
"hoverinfo": "x+y+z",
"ncontours": 25,
"type": "contour",
"x": [
0.0,
0.02040816326530612,
0.04081632653061224,
0.061224489795918366,
0.08163265306122448,
0.1020408163265306,
0.12244897959183673,
0.14285714285714285,
0.16326530612244897,
0.18367346938775508,
0.2040816326530612,
0.22448979591836732,
0.24489795918367346,
0.26530612244897955,
0.2857142857142857,
0.3061224489795918,
0.32653061224489793,
0.3469387755102041,
0.36734693877551017,
0.3877551020408163,
0.4081632653061224,
0.42857142857142855,
0.44897959183673464,
0.4693877551020408,
0.4897959183673469,
0.5102040816326531,
0.5306122448979591,
0.5510204081632653,
0.5714285714285714,
0.5918367346938775,
0.6122448979591836,
0.6326530612244897,
0.6530612244897959,
0.673469387755102,
0.6938775510204082,
0.7142857142857142,
0.7346938775510203,
0.7551020408163265,
0.7755102040816326,
0.7959183673469387,
0.8163265306122448,
0.836734693877551,
0.8571428571428571,
0.8775510204081632,
0.8979591836734693,
0.9183673469387754,
0.9387755102040816,
0.9591836734693877,
0.9795918367346939,
1.0
],
"xaxis": "x",
"y": [
0.0,
0.02040816326530612,
0.04081632653061224,
0.061224489795918366,
0.08163265306122448,
0.1020408163265306,
0.12244897959183673,
0.14285714285714285,
0.16326530612244897,
0.18367346938775508,
0.2040816326530612,
0.22448979591836732,
0.24489795918367346,
0.26530612244897955,
0.2857142857142857,
0.3061224489795918,
0.32653061224489793,
0.3469387755102041,
0.36734693877551017,
0.3877551020408163,
0.4081632653061224,
0.42857142857142855,
0.44897959183673464,
0.4693877551020408,
0.4897959183673469,
0.5102040816326531,
0.5306122448979591,
0.5510204081632653,
0.5714285714285714,
0.5918367346938775,
0.6122448979591836,
0.6326530612244897,
0.6530612244897959,
0.673469387755102,
0.6938775510204082,
0.7142857142857142,
0.7346938775510203,
0.7551020408163265,
0.7755102040816326,
0.7959183673469387,
0.8163265306122448,
0.836734693877551,
0.8571428571428571,
0.8775510204081632,
0.8979591836734693,
0.9183673469387754,
0.9387755102040816,
0.9591836734693877,
0.9795918367346939,
1.0
],
"yaxis": "y",
"z": [
[
-1.5300634382097014,
-1.5854432958371507,
-1.6392654838487877,
-1.6909510278653281,
-1.7398984271027909,
-1.785495057192275,
-1.8271305982979584,
-1.8642121763490864,
-1.8961807206442982,
-1.9225278595085202,
-1.9428125215170757,
-1.956676310067408,
-1.9638566982313512,
-1.964197164693348,
-1.9576535621591495,
-1.9442962625805817,
-1.9243079297605972,
-1.8979770908313598,
-1.8656879734860445,
-1.8279073115204627,
-1.785168974843272,
-1.73805734356965,
-1.6871903244997637,
-1.6332028177283548,
-1.5767313025413716,
-1.5184000475969122,
-1.4588092809110411,
-1.398525496261928,
-1.3380739349861734,
-1.2779331714793654,
-1.2185316485967268,
-1.1602459541277206,
-1.1034005982439208,
-1.0482690400134638,
-0.9950757142490672,
-0.9439988238958577,
-0.8951736842015128,
-0.8486964300369101,
-0.8046279246085551,
-0.762997734690511,
-0.7238080631874697,
-0.6870375535273217,
-0.6526449016051238,
-0.6205722295422134,
-0.5907481913468245,
-0.5630907937546785,
-0.537509926263167,
-0.5139096028761243,
-0.49218992460045485,
-0.47224877654295205
],
[
-1.568623685656,
-1.626613827447426,
-1.6830442336025533,
-1.7373018746881306,
-1.78874720790331,
-1.8367262304615637,
-1.8805848660882147,
-1.9196853760580899,
-1.9534242706476286,
-1.9812509785342012,
-2.002686339735151,
-2.017339855788896,
-2.024924590737191,
-2.0252686898614054,
-2.018322674788961,
-2.004161967523655,
-1.9829844570353674,
-1.9551033027649671,
-1.9209355197869789,
-1.8809871680143395,
-1.8358361452496958,
-1.7861136517076859,
-1.7324853594373937,
-1.6756332040700106,
-1.6162385454662602,
-1.5549672461305017,
-1.492457016294724,
-1.429307190998496,
-1.3660709491740053,
-1.3032498633117944,
-1.241290581382798,
-1.1805833875439673,
-1.121462359999832,
-1.064206837669771,
-1.0090439164951597,
-0.9561517163335916,
-0.9056631862542226,
-0.8576702463660671,
-0.812228095601825,
-0.7693595453830318,
-0.7290592676337992,
-0.6912978714749504,
-0.6560257457467175,
-0.623176624155956,
-0.5926708463772933,
-0.5644183020287428,
-0.5383210553362542,
-0.5142756567848368,
-0.49217515442951665,
-0.4719108221103442
],
[
-1.605031633692442,
-1.6655713186290795,
-1.7245580322514802,
-1.7813452714957068,
-1.8352556922211296,
-1.8855937591529284,
-1.9316610618098073,
-1.9727740010381274,
-2.0082833016486354,
-2.037594546780074,
-2.060188693390614,
-2.075641357090727,
-2.083639588887645,
-2.0839949356500234,
-2.0766517887933205,
-2.0616903644203948,
-2.039324081152582,
-2.0098915513507825,
-1.9738438159266216,
-1.9317277800545818,
-1.884167012809538,
-1.831841146703546,
-1.7754650633073732,
-1.7157689045262103,
-1.6534797398020005,
-1.5893054824068176,
-1.523921412979889,
-1.4579594573641714,
-1.3920001916299927,
-1.3265674151360338,
-1.2621250418536454,
-1.199076006421016,
-1.1377628579801893,
-1.0784697147065465,
-1.0214252683752223,
-0.9668065555350963,
-0.9147432452064342,
-0.8653222289255553,
-0.8185923348684879,
-0.7745690219615768,
-0.733238941245483,
-0.694564279701108,
-0.6584868260243092,
-0.6249317184476271,
-0.5938108518110312,
-0.565025934942837,
-0.5384712003477701,
-0.5140357765608821,
-0.4916057396677278,
-0.4710658647561643
],
[
-1.6388752730888374,
-1.7018728469466515,
-1.763333208855054,
-1.82257745913072,
-1.8788912286245776,
-1.9315378524673958,
-1.9797745635426685,
-2.022871434700292,
-2.0601325140693794,
-2.0909182919961955,
-2.1146683510642617,
-2.1309228325739027,
-2.139341254720139,
-2.139717278057523,
-2.131988246257146,
-2.116238716242853,
-2.0926976828439656,
-2.061729730136017,
-2.023820830278126,
-1.9795598964237624,
-1.9296174365378103,
-1.8747227349285902,
-1.8156409203447514,
-1.7531510963775245,
-1.6880264548691462,
-1.6210170096536773,
-1.552835312711013,
-1.484145273184752,
-1.415554005715692,
-1.3476064924628044,
-1.2807827503334424,
-1.215497144469572,
-1.1520994722593652,
-1.0908774502292657,
-1.032060261150439,
-0.9758228539509675,
-0.9222907294300424,
-0.8715449865757253,
-0.823627444920789,
-0.7785456961899165,
-0.7362779725525702,
-0.6967777486572976,
-0.6599780201890201,
-0.6257952230928817,
-0.5941327751223627,
-0.5648842353543592,
-0.5379360881699007,
-0.5131701663379638,
-0.4904657336651136,
-0.46970125156748066
],
[
-1.6697361076688464,
-1.73506654381415,
-1.798884425595744,
-1.8604800707732827,
-1.9191034583956146,
-1.9739778351301513,
-2.0243167098708708,
-2.0693440024737484,
-2.10831679118082,
-2.1405497477425413,
-2.1654400051534872,
-2.182490930406423,
-2.1913331367225375,
-2.1917411155731346,
-2.1836441180096275,
-2.1671303484779574,
-2.142444097219406,
-2.1099760496347915,
-2.0702475845684822,
-2.0238903295381983,
-1.9716225248744828,
-1.9142238395892925,
-1.8525101934511856,
-1.7873099132964094,
-1.7194422420131057,
-1.6496988808146562,
-1.5788289240352977,
-1.507527270409791,
-1.4364263803325428,
-1.3660910975642888,
-1.2970161608086417,
-1.2296259857023935,
-1.164276289777731,
-1.1012571510348557,
-1.0407971255816841,
-0.9830680939331686,
-0.9281905534986952,
-0.8762391226772817,
-0.8272480673303796,
-0.7812167017354485,
-0.7381145526951021,
-0.6978862070413534,
-0.6604557894129098,
-0.62573103917826,
-0.5936069731272849,
-0.5639691345173938,
-0.5366964397145498,
-0.5116636414879561,
-0.4887434334499655,
-0.4678082235976019
],
[
-1.697196304492833,
-1.7646992275923084,
-1.8307227607459338,
-1.8945286194955053,
-1.9553331513922911,
-2.0123212666723007,
-2.0646641325926662,
-2.1115404472431005,
-2.1521607506642253,
-2.18579382307326,
-2.211793813588753,
-2.229626409144248,
-2.2388921687117134,
-2.239345173393631,
-2.230905404050934,
-2.213663735830803,
-2.1878790731707682,
-2.1539678512836575,
-2.1124868001158443,
-2.0641104085353987,
-2.0096048678653267,
-1.9498003825006107,
-1.885563624870091,
-1.8177718338617432,
-1.7472896807351113,
-1.674949624428318,
-1.6015361040036085,
-1.5277736040467322,
-1.454318393841552,
-1.3817535829782321,
-1.310587045465407,
-1.2412517278731052,
-1.1741078602128645,
-1.1094466181480485,
-1.0474948310118117,
-0.9884203838381134,
-0.9323380173941049,
-0.879315284215973,
-0.8293784685790745,
-0.7825183229483585,
-0.7386955122677841,
-0.6978456904459136,
-0.6598841608580875,
-0.6247100950568413,
-0.5922103016871167,
-0.5622625513973586,
-0.5347384738745038,
-0.5095060505399867,
-0.48643173141818696,
-0.4653822076773564
],
[
-1.7208468551783223,
-1.7903252181665348,
-1.8583651567395987,
-1.9242025446635092,
-1.987022800211579,
-2.045975018535781,
-2.100190240121434,
-2.1488037341975694,
-2.190980782407502,
-2.225944986048578,
-2.2530076475739236,
-2.2715963770238963,
-2.2812808377357854,
-2.2817935454774867,
-2.2730439012768837,
-2.255124150787895,
-2.2283066605186996,
-2.1930326937066225,
-2.149893647182595,
-2.0996063592691603,
-2.042984518285424,
-1.9809083387087263,
-1.9142945378095026,
-1.844068304846271,
-1.7711385003667415,
-1.6963768449431784,
-1.6206014225235883,
-1.5445644724458987,
-1.4689441895010562,
-1.3943400888636435,
-1.3212714079154726,
-1.2501779919021783,
-1.1814231272062947,
-1.1152978294679565,
-1.0520261517993705,
-0.9917711421699094,
-0.9346411427815435,
-0.8806961842494485,
-0.8299542816294276,
-0.7823974868931584,
-0.7379775931649694,
-0.6966214201525387,
-0.6582356382207049,
-0.6227111110810039,
-0.5899267547500257,
-0.5597529239166821,
-0.5320543467737116,
-0.50669263629292,
-0.4835284103869324,
-0.46242305587834365
],
[
-1.740296602577672,
-1.8115161883894741,
-1.8813450944254475,
-1.948996689190154,
-2.0136288612898032,
-2.0743582200613035,
-2.130278790348501,
-2.1804851555875002,
-2.224099576594222,
-2.2603020975032377,
-2.288362109404769,
-2.3076693732053135,
-2.3177622131275806,
-2.3183505634305517,
-2.3093318134731975,
-2.2907979267283163,
-2.263033050741722,
-2.226501709503805,
-2.1818285702109304,
-2.1297715623194526,
-2.071190655259902,
-2.0070147835635264,
-1.9382092474835653,
-1.8657454988106212,
-1.7905746697489413,
-1.7136056346649355,
-1.6356878931925378,
-1.5575991713890973,
-1.4800373655142545,
-1.4036162898550175,
-1.3288646150192247,
-1.2562273728740965,
-1.1860694372810476,
-1.1186804483411938,
-1.054280718805078,
-0.993027735467674,
-0.9350229399417729,
-0.880318538843578,
-0.828924151525493,
-0.7808131535606156,
-0.7359286163962253,
-0.6941887784890514,
-0.6554920115243074,
-0.6197212677750314,
-0.586748012046575,
-0.5564356547072942,
-0.528642511713334,
-0.5032243239163188,
-0.48003637185906745,
-0.4589352242128093
],
[
-1.755181911793956,
-1.827871819241257,
-1.8992242514386404,
-1.9684339608016261,
-2.034635396327777,
-2.0969168326236196,
-2.1543393240273083,
-2.2059605237799538,
-2.25086295203774,
-2.28818572840249,
-2.317158175525776,
-2.33713316270745,
-2.3476177167982755,
-2.3482983712085836,
-2.3390589731428144,
-2.319989190599342,
-2.291382710774367,
-2.2537250591652693,
-2.2076720073001725,
-2.154020503885886,
-2.0936747452962523,
-2.027610249115978,
-1.9568386010523078,
-1.882375028140181,
-1.805210279791202,
-1.7262876254285493,
-1.6464852028776071,
-1.5666035197498591,
-1.487357624442914,
-1.4093733045990378,
-1.333186610140401,
-1.2592460059933595,
-1.1879165109300036,
-1.1194852538157591,
-1.054167962822873,
-0.992115987568213,
-0.9334235331339095,
-0.8781348556833435,
-0.8262512308057792,
-0.7777375577901086,
-0.7325285063026983,
-0.6905341472610879,
-0.6516450379819093,
-0.6157367538619382,
-0.582673875800671,
-0.5523134550980733,
-0.5245079863951148,
-0.49910792502538004,
-0.475963788498034,
-0.4549278832482868
],
[
-1.7651766897158523,
-1.83903093535245,
-1.9116047947387873,
-1.9820788025932825,
-2.049568717331025,
-2.1131394370088286,
-2.1718240303353586,
-2.224648016346949,
-2.270658546321269,
-2.3089575252462993,
-2.3387370354615644,
-2.359314822539061,
-2.3701672174638344,
-2.3709567909763622,
-2.361552261974897,
-2.342038655370235,
-2.312716408704981,
-2.2740890964326264,
-2.226840639820455,
-2.1718040803798195,
-2.109924886530055,
-2.042222098186778,
-1.9697503738108872,
-1.8935653585569392,
-1.8146939753146853,
-1.7341104487040575,
-1.6527182210506173,
-1.5713374507056526,
-1.4906974898937844,
-1.411433590710216,
-1.334087046037598,
-1.2591080014395981,
-1.1868602454228971,
-1.1176273772441607,
-1.051619848965025,
-0.9889824726008553,
-0.9298020689633208,
-0.8741150099522043,
-0.8219144701333362,
-0.77315725694189,
-0.7277701327347804,
-0.6856555773086495,
-0.646696967531286,
-0.6107631724646527,
-0.5777125787517481,
-0.5473965729626639,
-0.5196625158185594,
-0.49435624841891523,
-0.4713241733880874,
-0.4504149547546801
],
[
-1.7700023907439253,
-1.8446827153919516,
-1.918141856696455,
-1.9895509757311656,
-2.0580124908543445,
-2.1225736424835477,
-2.1822454072600594,
-2.2360269930357854,
-2.2829356498932354,
-2.3220408752324153,
-2.3525013568360453,
-2.3736023375261928,
-2.3847906657058178,
-2.3857047061979135,
-2.3761964774400957,
-2.3563437548775275,
-2.3264504625638924,
-2.2870346349927266,
-2.2388046248815017,
-2.182625769800823,
-2.1194809021740784,
-2.0504285253579932,
-1.9765621649774725,
-1.8989735925174296,
-1.81872162925254,
-1.7368073177867938,
-1.6541555226228144,
-1.571602522699567,
-1.4898888657066223,
-1.4096566217973845,
-1.3314501554569773,
-1.2557195871217233,
-1.1828262083564345,
-1.1130492230255697,
-1.0465932970536493,
-0.9835965023867602,
-0.9241383323544929,
-0.8682475443373078,
-0.8159096516630687,
-0.7670739410180011,
-0.721659935716371,
-0.6795632603289254,
-0.6406608897327,
-0.6048157867883861,
-0.571880948610948,
-0.5417028926824926,
-0.5141246216604299,
-0.48898811035725576,
-0.466136360620919,
-0.4454150702546483
],
[
-1.7694375967140379,
-1.8445775088452192,
-1.9185556650799942,
-1.9905390588599532,
-2.059622635700483,
-2.1248423772182745,
-2.185193898329328,
-2.2396568862004433,
-2.287225207352848,
-2.326941822980653,
-2.3579368705154558,
-2.3794665627729144,
-2.390950116299563,
-2.392001828412201,
-2.3824555636224463,
-2.3623791195463797,
-2.332076311890255,
-2.292075526242989,
-2.2431051264160735,
-2.1860580777650114,
-2.12194966468256,
-2.051872722199798,
-1.9769543722538607,
-1.8983172345522394,
-1.817046899546932,
-1.7341663991528746,
-1.6506176182118995,
-1.5672490715848704,
-1.4848091870486628,
-1.403944123861632,
-1.3251991638937073,
-1.2490227896346304,
-1.1757726762861933,
-1.1057229497473213,
-1.0390721839256938,
-0.975951721486827,
-0.9164339984634875,
-0.8605406344706363,
-0.8082501174910466,
-0.7595049668675274,
-0.7142183019821865,
-0.6722797787622105,
-0.6335608830843258,
-0.5979195906187434,
-0.5652044177411285,
-0.5352578987826329,
-0.5079195318933225,
-0.48302823986910837,
-0.4604243940495284,
-0.4399514493621234
],
[
-1.763326733862496,
-1.8385367571814804,
-1.91264275382064,
-1.9848130136058215,
-2.0541412793913456,
-2.1196592344135867,
-2.18035458203444,
-2.235195136870446,
-2.2831588509718044,
-2.3232690008000594,
-2.354632950235685,
-2.376482169195639,
-2.3882107396032124,
-2.389409486553796,
-2.379892933521283,
-2.359716249063304,
-2.3291794180348275,
-2.2888167026204274,
-2.239371428370739,
-2.181758642003052,
-2.117020106337247,
-2.046276712311375,
-1.970682787052192,
-1.8913855106232913,
-1.8094912698842627,
-1.7260396046021924,
-1.641984556003543,
-1.5581827022091566,
-1.4753868962915309,
-1.3942446379581925,
-1.3153000438423852,
-1.2389984828409633,
-1.1656930751706565,
-1.0956523927421822,
-1.0290688298974904,
-0.9660672304251543,
-0.9067134565900008,
-0.8510226689072915,
-0.7989671531170451,
-0.7504835853099426,
-0.7054796694695471,
-0.6638401156674079,
-0.6254319533515799,
-0.5901091939266284,
-0.5577168712456552,
-0.5280944986671524,
-0.501078987784903,
-0.47650707752207344,
-0.4542173236022551,
-0.4340516979964931
],
[
-1.7515874939710947,
-1.8264615200605951,
-1.900285682840021,
-1.9722351667557336,
-2.041409041496911,
-2.106842055242379,
-2.167522003616108,
-2.222413170337715,
-2.270485861830517,
-2.310751372192946,
-2.3423009051701675,
-2.364346241179131,
-2.376259491738643,
-2.3776091700283932,
-2.3681897319375746,
-2.3480413846577104,
-2.3174566548238076,
-2.2769709848578814,
-2.227337027645979,
-2.1694854544189908,
-2.1044774089525786,
-2.033454367994878,
-1.9575903382034645,
-1.8780497892385635,
-1.7959531487011295,
-1.7123504119383453,
-1.6282025411380883,
-1.544369806101336,
-1.4616059714051155,
-1.3805571764732847,
-1.3017644147755898,
-1.2256686416953149,
-1.1526176897415115,
-1.0828743207281655,
-1.01662488381678,
-0.9539881697721118,
-0.8950241538844242,
-0.839742403790846,
-0.7881099960535262,
-0.7400588392857484,
-0.695492344173405,
-0.6542914139123838,
-0.6163197540235537,
-0.5814285195697768,
-0.5494603316036276,
-0.5202527041623278,
-0.49364092910471535,
-0.46946046925165474,
-0.44754891125106633,
-0.42774752886267253
],
[
-1.7342165613688978,
-1.808339146889918,
-1.8814607423618497,
-1.9527690182872437,
-2.0213749882355074,
-2.086324032942384,
-2.146612381068723,
-2.201209600211394,
-2.2490872151334536,
-2.289252924496707,
-2.320789116433521,
-2.3428936767026745,
-2.354920647471545,
-2.3564181200634255,
-2.347160448687081,
-2.3271711038646736,
-2.2967317948048227,
-2.256374294055816,
-2.2068543398017693,
-2.149110799458638,
-2.0842159315933886,
-2.013323138164492,
-1.9376175033080894,
-1.8582726331882669,
-1.7764155820670777,
-1.6931003085823204,
-1.609289212718994,
-1.525841793586212,
-1.443509242654174,
-1.3629337532757713,
-1.2846514092872603,
-1.2090976570165275,
-1.136614527751972,
-1.067458937916363,
-1.0018115391113342,
-0.9397857146089016,
-0.8814364221019919,
-0.8267686663213488,
-0.7757454521714126,
-0.728295122137781,
-0.6843180233913173,
-0.6436924823564656,
-0.6062800892175291,
-0.5719303132680785,
-0.5404844832769113,
-0.5117791760781059,
-0.4856490621862556,
-0.46192926007755375,
-0.4404572514593591,
-0.4210744088897075
],
[
-1.711293308551439,
-1.7842477049786465,
-1.8562432009819376,
-1.926485386238475,
-1.9941037307559935,
-2.058161789415497,
-2.117672642023217,
-2.1716201572625327,
-2.218986284396485,
-2.2587840003247814,
-2.290094849020703,
-2.312109374169576,
-2.3241683236686064,
-2.325802208629569,
-2.316766175962813,
-2.297065910562315,
-2.2669692661531924,
-2.22699929064638,
-2.177907867357261,
-2.120633602800247,
-2.056250454609998,
-1.9859139986498922,
-1.910810876884263,
-1.8321149844619182,
-1.7509521204323475,
-1.6683734492976705,
-1.5853372265545702,
-1.5026977454834245,
-1.4212002563314394,
-1.341480594588153,
-1.2640683540201931,
-1.1893925951458861,
-1.117789252243851,
-1.0495095684080948,
-0.9847290365183873,
-0.9235564498263404,
-0.8660427692187902,
-0.8121895974187414,
-0.7619571165134553,
-0.7152713973161622,
-0.6720310298249811,
-0.6321130555951171,
-0.5953782068924998,
-0.5616754753983719,
-0.5308460460758758,
-0.5027266404995693,
-0.47715231926283697,
-0.4539587956891419,
-0.432984313567392,
-0.4140711405165196
],
[
-1.6829812038088614,
-1.7543578673678786,
-1.82480976139398,
-1.893565519335577,
-1.959779279111437,
-2.0225400426997977,
-2.080885955712975,
-2.133824107759158,
-2.1803561356126715,
-2.21950943072942,
-2.2503731786094856,
-2.2721379218916735,
-2.284136924122538,
-2.2858871288402236,
-2.27712647067391,
-2.2578425700747986,
-2.2282866211813035,
-2.1889675461540783,
-2.1406256404597497,
-2.084189782283911,
-2.020725202675763,
-1.9513790365822927,
-1.87732931435698,
-1.7997409462720877,
-1.7197303682222382,
-1.638339129620741,
-1.5565158171419395,
-1.4751052242733274,
-1.3948434838145496,
-1.3163578784704941,
-1.2401701542323715,
-1.166702324366754,
-1.0962841297573334,
-1.0291614909285869,
-0.9655054367566029,
-0.9054211207524627,
-0.8489566384661356,
-0.7961114417169748,
-0.74684421037683,
-0.701080093526612,
-0.6587172716998605,
-0.619632822787745,
-0.5836878976985997,
-0.5507322293638677,
-0.520608011223236,
-0.49315318978761535,
-0.4682042210247622,
-0.4455983427970037,
-0.4251754159792209,
-0.40677938569799876
],
[
-1.6495267665587434,
-1.7189320652001974,
-1.7874379971879797,
-1.8543009221872544,
-1.9187053768127502,
-1.9797725880406567,
-2.0365735110528354,
-2.088146986376325,
-2.133523369983786,
-2.1717536249727063,
-2.20194342787748,
-2.223291417086326,
-2.235130281283737,
-2.2369686666823774,
-2.2285304063905094,
-2.2097854500981464,
-2.1809656027864612,
-2.1425598007171205,
-2.095288249270718,
-2.0400598021246488,
-1.9779198287180377,
-1.909995900954166,
-1.8374469738343708,
-1.7614195905002588,
-1.6830127520532814,
-1.6032517103324742,
-1.523070061471512,
-1.4432990407505482,
-1.3646627318764672,
-1.2877779064257135,
-1.2131573223827368,
-1.1412154763593296,
-1.072275983321049,
-1.00657992744949,
-0.9442946768315239,
-0.8855227794246128,
-0.8303106590753022,
-0.7786569112010552,
-0.7305200615855643,
-0.6858257018612356,
-0.644472954392875,
-0.606340249584101,
-0.5712904217576366,
-0.5391751469978971,
-0.5098387587173888,
-0.483121485072885,
-0.4588621574476579,
-0.4369004416753006,
-0.4170786440741322,
-0.39924314318180143
],
[
-1.6112560038642871,
-1.6783208141004005,
-1.7445026504128245,
-1.8090897363068739,
-1.871302115435539,
-1.9302993407079514,
-1.9851922309365273,
-2.0350592711920044,
-2.0789680785402935,
-2.116002115702128,
-2.145292541022965,
-2.166054751435901,
-2.177628695825088,
-2.1795210615384524,
-2.1714455899956997,
-2.153355423875144,
-2.125460221984306,
-2.0882226893933904,
-2.042333933296663,
-1.9886720601942902,
-1.9282511959652435,
-1.8621681730960267,
-1.7915525127523382,
-1.7175232262728826,
-1.6411540931819224,
-1.5634477001586584,
-1.4853176477245436,
-1.4075778529878915,
-1.3309376864209943,
-1.2560016797690203,
-1.1832726520975985,
-1.113157263676122,
-1.0459731839317743,
-0.9819572269979523,
-0.9212739551178641,
-0.8640243728315835,
-0.8102544344008219,
-0.7599631662775023,
-0.7131102691039682,
-0.6696231129959801,
-0.6294030783964588,
-0.5923312246993551,
-0.5582732917364543,
-0.5270840563375587,
-0.4986110785099973,
-0.4726978801644477,
-0.4491866044550906,
-0.4279202063318619,
-0.4087442253761918,
-0.3915081908955791
],
[
-1.5685683617171866,
-1.632956230178551,
-1.6964687755571424,
-1.7584296145377236,
-1.818098691694689,
-1.8746791882538276,
-1.9273280000621869,
-1.975170333625801,
-2.017318906282315,
-2.0528981239353032,
-2.0810734431171873,
-2.101085852394927,
-2.1122908442548,
-2.1142000407737713,
-2.1065215578990126,
-2.089192827111516,
-2.062398633933368,
-2.0265691671714765,
-1.9823574605388206,
-1.93060033307599,
-1.872269619516944,
-1.8084206820137556,
-1.7401437540015547,
-1.668521668028822,
-1.5945956911736698,
-1.5193398279326502,
-1.4436430694879019,
-1.3682985807787107,
-1.2939986150440752,
-1.2213339333000983,
-1.1507966061873816,
-1.0827852301802434,
-1.0176117602640806,
-0.9555093234942575,
-0.896640520769739,
-0.8411058439350513,
-0.7889519327063097,
-0.7401794737172944,
-0.6947506055792592,
-0.6525957423909888,
-0.6136197662284749,
-0.5777075688168479,
-0.5447289453904723,
-0.5145428608779339,
-0.48700112096581627,
-0.4619514891004344,
-0.4392402957754967,
-0.41871458914116166,
-0.4002238766019227,
-0.3836215061275928
],
[
-1.521928326323669,
-1.5833428617715866,
-1.6438818313394523,
-1.7029071406017828,
-1.7597222701718638,
-1.813578468233992,
-1.8636839905358553,
-1.909216901111404,
-1.9493419754300856,
-1.9832322539476417,
-2.0100957328048947,
-2.029207432355211,
-2.039946419056013,
-2.0418359736779714,
-2.034582952677051,
-2.0181101992031145,
-1.9925751437301205,
-1.9583696867886533,
-1.916100564259446,
-1.866553670800228,
-1.8106484635058147,
-1.7493890470702786,
-1.6838173895680157,
-1.6149722760408287,
-1.54385583464751,
-1.4714081163534911,
-1.3984893195503527,
-1.3258687467412946,
-1.254219359196245,
-1.184116764590532,
-1.1160415565483646,
-1.0503840667143003,
-0.9874507502984583,
-0.9274715811562373,
-0.8706079702507963,
-0.8169608375580618,
-0.7665785624381687,
-0.7194646137093912,
-0.6755847212594676,
-0.6348734989870816,
-0.5972404666626467,
-0.562575447873176,
-0.5307533440572917,
-0.5016383018949707,
-0.4750873039183219,
-0.45095322093197865,
-0.4290873703526866,
-0.40934162749929803,
-0.39157013772415483,
-0.37563067654845916
],
[
-1.471854913422134,
-1.5300460804345852,
-1.58735495539704,
-1.6431839980962084,
-1.6968830908185335,
-1.7477550944397848,
-1.7950639209202839,
-1.8380455878803696,
-1.8759228342509147,
-1.9079239894533218,
-1.9333068141559344,
-1.9513877934902764,
-1.9615766098005563,
-1.9634140407775482,
-1.9566094476544076,
-1.9410721071724715,
-1.9169301375673076,
-1.8845324738866132,
-1.8444327925440875,
-1.7973580219520833,
-1.7441667039310043,
-1.685803299785122,
-1.6232537425397677,
-1.5575059021890612,
-1.4895169404421393,
-1.4201881953456366,
-1.3503473353591686,
-1.280736994927556,
-1.212008855752153,
-1.1447220818888824,
-1.0793450792307397,
-1.0162596745807209,
-0.9557669570286949,
-0.8980941702621015,
-0.8434021758860074,
-0.7917931198289877,
-0.743318026184647,
-0.6979841174056187,
-0.6557617194214566,
-0.6165906577264261,
-0.5803860880967412,
-0.5470437351847516,
-0.5164445352169057,
-0.4884586964991112,
-0.46294920430126607,
-0.4397748057074573,
-0.41879251584081245,
-0.3998596900924066,
-0.382835708130133,
-0.36758331500417896
],
[
-1.4189093853313874,
-1.473678397048191,
-1.527553806951912,
-1.5799802824316793,
-1.630356207960391,
-1.6780386920817811,
-1.7223505604490186,
-1.7625897353438271,
-1.7980415892442434,
-1.8279950693185518,
-1.851763495988215,
-1.8687107204659368,
-1.8782825238181373,
-1.8800416307754704,
-1.8737027604184358,
-1.8591625062144868,
-1.8365184742788712,
-1.8060734834800303,
-1.76832337951558,
-1.723930207750276,
-1.6736850754315193,
-1.6184661935182652,
-1.5591971769011674,
-1.4968093012871833,
-1.4322098441039106,
-1.3662573347189062,
-1.2997436295761031,
-1.233382173525497,
-1.167801529068658,
-1.103543168898897,
-1.041062563595232,
-0.9807327003049047,
-0.9228493002336766,
-0.8676371376111067,
-0.8152569867181345,
-0.7658128306775939,
-0.719359054954448,
-0.6759074213064966,
-0.6354336766229696,
-0.5978836981212,
-0.5631791138650659,
-0.5312223672363607,
-0.5019012171730756,
-0.47509268374530345,
-0.450666461832541,
-0.4284878350290705,
-0.4084201280817572,
-0.39032673973493315,
-0.3740727993389682,
-0.35952649043428364
],
[
-1.363681631056793,
-1.4148841887090964,
-1.465179515947266,
-1.5140555513212006,
-1.560960522350913,
-1.605307487045058,
-1.6464803392517082,
-1.6838415913606812,
-1.7167424950875105,
-1.7445363581954396,
-1.7665961104589485,
-1.7823370070883549,
-1.7912445628729223,
-1.792906321119805,
-1.7870442334983254,
-1.773542998933567,
-1.7524693975979195,
-1.7240787028040623,
-1.6888063991695166,
-1.6472461436660253,
-1.6001173963304713,
-1.5482275456028425,
-1.4924332939231557,
-1.433604974973391,
-1.3725960633586545,
-1.310218893729935,
-1.2472266970183292,
-1.1843014817950384,
-1.1220469756743774,
-1.0609857220302836,
-1.001559434582275,
-0.944131792771238,
-0.8889929749221803,
-0.836365348200223,
-0.7864098495481644,
-0.7392326932509294,
-0.694892126541819,
-0.6534050254472779,
-0.6147531806944649,
-0.5788891700573249,
-0.5457417508881484,
-0.5152207363447275,
-0.4872213422347521,
-0.46162800946540805,
-0.43831772063720364,
-0.4171628390672467,
-0.39803350509685265,
-0.380799628496191,
-0.3653325176335508,
-0.3515061862827402
],
[
-1.3067757275051441,
-1.354323428453618,
-1.40095041556566,
-1.4461883919307157,
-1.4895360116554968,
-1.530463023445742,
-1.5684153710177324,
-1.6028214561356822,
-1.633100063190832,
-1.6586708243653447,
-1.6789684069434743,
-1.6934615387712189,
-1.701677257331784,
-1.7032293207321567,
-1.6978479561444368,
-1.6854067736860214,
-1.6659423324300793,
-1.6396626264660024,
-1.6069424654264137,
-1.5683060454434723,
-1.524399344206267,
-1.4759564874395215,
-1.4237644579787017,
-1.368629715037531,
-1.311349074030719,
-1.2526860403145166,
-1.1933528977775163,
-1.133998255774196,
-1.0751994135715581,
-1.017458748105556,
-0.9612033072473242,
-0.9067868454560986,
-0.8544936328901385,
-0.8045434765767541,
-0.7570974974427521,
-0.7122643019294271,
-0.6701062686244063,
-0.6306457387410187,
-0.5938709556076853,
-0.5597416442662713,
-0.5281941594510772,
-0.4991461600380406,
-0.47250079167487,
-0.4481503776745931,
-0.42597963216997226,
-0.4058684196696297,
-0.387694092137738,
-0.37133343908802086,
-0.3566642884365929,
-0.34356679644209387
],
[
-1.2487952623160512,
-1.2926550920785695,
-1.335583342168884,
-1.3771554202826588,
-1.4169202374405336,
-1.454403994352752,
-1.4891144411624522,
-1.5205456949913716,
-1.548184026064548,
-1.5715154822649782,
-1.5900366489316131,
-1.6032699170795284,
-1.6107840126046866,
-1.6122191357966627,
-1.6073142871561021,
-1.5959329678586953,
-1.5780830140867845,
-1.5539269278227978,
-1.5237805101721718,
-1.4880996445155477,
-1.4474572233377145,
-1.402513726437068,
-1.3539853751886315,
-1.302613247940864,
-1.2491357336257076,
-1.1942656572788282,
-1.1386725571320808,
-1.0829699908481256,
-1.0277073795481786,
-0.9733657136885261,
-0.9203563905344538,
-0.8690224809909755,
-0.8196417964628188,
-0.772431218060491,
-0.7275518444743362,
-0.6851146022711438,
-0.6451860393072644,
-0.6077940874662505,
-0.5729336356215534,
-0.5405717988147964,
-0.5106528064608188,
-0.4831024621623198,
-0.457832151482786,
-0.43474239266378367,
-0.41372593952993664,
-0.3946704563571021,
-0.37746079187340664,
-0.3619808843516754,
-0.3481153324186741,
-0.3357506671860364
],
[
-1.1903290340980128,
-1.2305209656471807,
-1.2697753522012833,
-1.307710709985746,
-1.3439252992140227,
-1.3780005609166681,
-1.4095045771375596,
-1.4379955164686735,
-1.4630253766887915,
-1.4841448680270568,
-1.5009108387105692,
-1.5128978862810964,
-1.519715312555227,
-1.5210292136008874,
-1.5165876507488356,
-1.506245335644858,
-1.4899837163499976,
-1.4679228585673403,
-1.4403228391184182,
-1.4075742214322189,
-1.3701791249248692,
-1.3287258301412699,
-1.2838603823930324,
-1.236258332023585,
-1.1865989462039443,
-1.135543316080983,
-1.0837169893562395,
-1.0316971681943017,
-0.98000412905898,
-0.9290963106105514,
-0.8793684329661156,
-0.8311520132999992,
-0.7847176937652109,
-0.7402788724616911,
-0.6979962099175913,
-0.6579826625354491,
-0.6203087658443343,
-0.5850079524276162,
-0.5520817420038984,
-0.5215046850617209,
-0.4932289776897033,
-0.46718869480978087,
-0.4433036128212434,
-0.42148261149090827,
-0.4016266594747,
-0.3836313987461598,
-0.36738935099831105,
-0.35279177428831376,
-0.3397302012762946,
-0.32809769179220183
],
[
-1.1319377475176613,
-1.1685305863466482,
-1.204186722857211,
-1.2385666707567662,
-1.2713164280696618,
-1.3020705393670295,
-1.3304547755009144,
-1.3560882844081543,
-1.3785854336204466,
-1.3975581592011237,
-1.412620314706892,
-1.4233959160671759,
-1.4295328276412365,
-1.4307220985328324,
-1.4267212170466996,
-1.417377883376563,
-1.4026502388691804,
-1.3826199559480408,
-1.3574958798249566,
-1.3276076397771883,
-1.2933903936094633,
-1.2553631690460878,
-1.2141038190385722,
-1.1702234416362607,
-1.1243424954261683,
-1.0770700695006397,
-1.0289870509248917,
-0.9806333712320698,
-0.9324991280380022,
-0.8850191491465519,
-0.8385704592482215,
-0.7934720863829481,
-0.7499866747352338,
-0.708323427714374,
-0.6686419739619617,
-0.6310568186167882,
-0.5956421072277578,
-0.5624364875978505,
-0.5314479048523357,
-0.5026582073900733,
-0.47602747674879,
-0.4514980235639946,
-0.42899801548271943,
-0.40844472180204716,
-0.389747374367992,
-0.37280965546612277,
-0.3575318315882787,
-0.34381255755614704,
-0.33155037896901307,
-0.3206449627256036
],
[
-1.074142282567804,
-1.1072480105106752,
-1.1394260643051644,
-1.1703773572255636,
-1.1997933676909647,
-1.2273587765392449,
-1.252753370608802,
-1.2756529858368337,
-1.2957296445942623,
-1.3126516835439241,
-1.3260854392555501,
-1.3357005865193339,
-1.3411809842119276,
-1.3422415784421597,
-1.338649898941935,
-1.3302488917837276,
-1.316977078971447,
-1.2988824810397184,
-1.276128013954435,
-1.2489877015309434,
-1.2178346139542355,
-1.1831226003597215,
-1.1453644227785098,
-1.1051088390924517,
-1.0629187162628995,
-1.019351617173009,
-0.9749436761739004,
-0.930197059725903,
-0.8855709332393111,
-0.8414756170782868,
-0.7982694885414646,
-0.7562581421176765,
-0.715695329391334,
-0.6767852402059701,
-0.6396857419568299,
-0.6045122536420308,
-0.5713419893476692,
-0.5402183589651587,
-0.5111553608153586,
-0.4841418412326731,
-0.4591455303325638,
-0.43611679166565387,
-0.41499204683642743,
-0.39569685501536267,
-0.37814864215297217,
-0.3622590861318673,
-0.3479361725561585,
-0.33508594183164475,
-0.32361395205855525,
-0.3134264844280621
],
[
-1.0174140344985905,
-1.0471810080246997,
-1.076038264604407,
-1.1037250698974708,
-1.1299755602752246,
-1.1545208929254587,
-1.1770903752433666,
-1.197411304009482,
-1.2152076396793512,
-1.2301983112504458,
-1.2420967674060008,
-1.2506139852043168,
-1.2554669767714026,
-1.2563935705041285,
-1.2531722204058309,
-1.2456437539875436,
-1.2337311644502469,
-1.2174539711166,
-1.1969349142266794,
-1.1723982842969018,
-1.1441606004067333,
-1.1126153752910077,
-1.0782142083077422,
-1.0414464551777491,
-1.0028193785847943,
-0.9628401668066471,
-0.9220006691010458,
-0.8807652299006317,
-0.8395616492332411,
-0.7987750580510666,
-0.7587443584563864,
-0.7197608167186933,
-0.6820683879142416,
-0.6458653750122851,
-0.6113070671827637,
-0.5785090516104263,
-0.5475509436231781,
-0.5184803277483512,
-0.49131674554593185,
-0.4660556040269035,
-0.44267191108210036,
-0.42112377188142114,
-0.40135560305815876,
-0.38330104012349986,
-0.36688552842710564,
-0.3520285995471628,
-0.338645843698552,
-0.3266505950102907,
-0.3159553507385189,
-0.30647294801405
],
[
-0.9621676923851727,
-0.9887731280334839,
-1.0144958048907573,
-1.039110894786655,
-1.062391907200714,
-1.0841122946421862,
-1.1040458221897445,
-1.1219654298351462,
-1.137640722452465,
-1.1508348987220591,
-1.1613027505227078,
-1.1687919620634584,
-1.173049791458372,
-1.17383601271362,
-1.1709410472720623,
-1.1642064149412086,
-1.1535438196824495,
-1.138949555151762,
-1.1205120805779019,
-1.0984120387112783,
-1.0729152624507723,
-1.0443602246326824,
-1.0131418474893565,
-0.9796936381898909,
-0.944469865989986,
-0.9079290837325364,
-0.8705198436048291,
-0.8326690465929225,
-0.7947730386776981,
-0.7571913352325796,
-0.7202427101905865,
-0.684203311411092,
-0.6493064393292298,
-0.6157436352631178,
-0.5836667550124969,
-0.553190742689421,
-0.5243968624544225,
-0.4973361879180508,
-0.4720331881338058,
-0.44848928425034773,
-0.42668628161298705,
-0.40658960841197356,
-0.38815131408461234,
-0.37131279891051805,
-0.35600726096301205,
-0.3421618581802315,
-0.3296995921850052,
-0.3185409269916095,
-0.30860516025341966,
-0.2998115675682216
],
[
-0.9087566567843397,
-0.9323988731867983,
-0.9551937260580421,
-0.9769495144554321,
-0.9974754953577596,
-1.016582907103022,
-1.0340846185587325,
-1.0497931680956583,
-1.0635173688651443,
-1.0750583156048459,
-1.0842064011463497,
-1.0907414927579813,
-1.0944382606080492,
-1.095077526930246,
-1.092462707952306,
-1.0864387517015397,
-1.0769101901337295,
-1.0638552242569408,
-1.0473338062219906,
-1.0274889671208127,
-1.0045417830848915,
-0.9787811825018364,
-0.9505502218918926,
-0.9202305357029998,
-0.8882264869521085,
-0.8549502200430779,
-0.8208084419434488,
-0.7861914035395241,
-0.7514642592529965,
-0.7169607645527294,
-0.6829791256171857,
-0.6497797317979102,
-0.6175844651337267,
-0.5865772777708299,
-0.5569057457790054,
-0.5286833373703534,
-0.5019921684740443,
-0.4768860547719491,
-0.4533937040861692,
-0.4315219250053002,
-0.4112587561567015,
-0.3925764453454744,
-0.375434228921527,
-0.35978087938794445,
-0.3455570036934925,
-0.33269708616902416,
-0.3211312790009413,
-0.3107869498185807,
-0.3015900007334593,
-0.29346597631916715
],
[
-0.857471106792066,
-0.8783619797221279,
-0.8984482256715285,
-0.9175682434310203,
-0.9355632073310354,
-0.9522775029764724,
-0.9675577274123746,
-0.9812500813441989,
-0.9931963906226818,
-1.00322961147412,
-1.011170362252245,
-1.0168264716464714,
-1.0199973457324694,
-1.0204839339038718,
-1.0181034845134134,
-1.0127068028062352,
-1.0041950000495774,
-0.9925329445874813,
-0.9777575206641071,
-0.9599799293243851,
-0.9393822807431776,
-0.9162094526624293,
-0.8907575829219088,
-0.863360662195798,
-0.8343765718867658,
-0.8041736588000197,
-0.7731186314206931,
-0.7415662613651123,
-0.7098511141467976,
-0.6782813321262766,
-0.6471343513128051,
-0.6166543458287748,
-0.5870511486875194,
-0.5585003837428166,
-0.531144551088749,
-0.5050948286490287,
-0.4804333801287176,
-0.457215989704181,
-0.43547487406539287,
-0.4152215510399002,
-0.3964496700977439,
-0.3791377331219151,
-0.3632516537933135,
-0.34874712083377024,
-0.3355717443387518,
-0.3236669757432,
-0.3129698008669468,
-0.3034142122650103,
-0.29493247205157225,
-0.2874561797558983
],
[
-0.8085385385104948,
-0.8268965626030965,
-0.8444985628321962,
-0.8612098614662741,
-0.87689965840881,
-0.8914409091079678,
-0.9047087776259422,
-0.9165775717856699,
-0.9269164620595577,
-0.9355848416795576,
-0.9424287660987747,
-0.9472802458846838,
-0.9499609483126086,
-0.9502909562918079,
-0.9481018765892644,
-0.9432523301266651,
-0.9356432151236331,
-0.9252302810740265,
-0.9120322862675829,
-0.8961339735678265,
-0.8776839852827812,
-0.8568884851829189,
-0.8340016215437771,
-0.8093140791596489,
-0.7831408932304457,
-0.7558095046562615,
-0.7276487885987617,
-0.6989795354898068,
-0.6701066381483711,
-0.6413130568489459,
-0.6128555006326669,
-0.5849616746357893,
-0.5578288923905755,
-0.5316238302246425,
-0.5064831997048713,
-0.4825151264583166,
-0.45980104412942435,
-0.4383979366694549,
-0.41834078782734774,
-0.3996451218194649,
-0.38230954260067906,
-0.3663182003295248,
-0.3516431322297955,
-0.33824644102694346,
-0.32608228754371393,
-0.31509868502652827,
-0.30523909154613027,
-0.2964438036070802,
-0.2886511591586334,
-0.2817985617728551
],
[
-0.7621264372210924,
-0.7781706867029687,
-0.7935117033251461,
-0.8080385160606356,
-0.8216445351184793,
-0.8342269344935322,
-0.8456846817855196,
-0.8559152045018339,
-0.864810049505262,
-0.872250373102536,
-0.8781035645141895,
-0.8822225330949481,
-0.8844489492868476,
-0.8846209444649948,
-0.8825846497320189,
-0.87820791436798,
-0.8713939939807818,
-0.8620930838558849,
-0.8503101545580334,
-0.8361083439821504,
-0.8196079186421343,
-0.8009813888557172,
-0.7804457017008724,
-0.7582525615592913,
-0.734677890553156,
-0.7100112977157017,
-0.6845462287699074,
-0.6585712591799477,
-0.6323627998345961,
-0.6061793232309424,
-0.5802570944657905,
-0.5548073050245202,
-0.5300144536100855,
-0.5060357906544481,
-0.48300163506074456,
-0.46101637717419364,
-0.4401599960856767,
-0.4204899383943992,
-0.40204322678994386,
-0.3848386884008097,
-0.36887921358378106,
-0.3541539749544931,
-0.34064055357412193,
-0.3283069341274245,
-0.3171133436252729,
-0.30701391871464434,
-0.2979581952224639,
-0.28989242027956785,
-0.2827606924733215,
-0.2765059391767932
],
[
-0.7183466358951416,
-0.7322917962715819,
-0.7455889884820102,
-0.75814779706711,
-0.7698822245783005,
-0.7807096652154045,
-0.7905486443964349,
-0.7993153882009529,
-0.8069196164316029,
-0.813260353144143,
-0.818222903265318,
-0.8216782785193855,
-0.8234861080450214,
-0.8235014041062965,
-0.8215846410071764,
-0.8176137681102215,
-0.8114963187605949,
-0.8031798169040139,
-0.792659130142765,
-0.7799800620945683,
-0.7652391131966323,
-0.7485798370918223,
-0.7301865309448765,
-0.7102761311834012,
-0.6890891787237177,
-0.6668806156771322,
-0.6439110217856638,
-0.6204387279690797,
-0.5967130808535706,
-0.5729689908531895,
-0.549422784187925,
-0.5262692972319659,
-0.5036800971875124,
-0.4818026817572928,
-0.46076049712673584,
-0.4406536132827936,
-0.42155990428543666,
-0.40353659519978347,
-0.3866220544405966,
-0.3708377284358705,
-0.3561901335156272,
-0.34267283694642114,
-0.3302683745553485,
-0.3189500661456195,
-0.30868370178919835,
-0.2994290820947094,
-0.2911414037730109,
-0.2837724883913637,
-0.2772718572843911,
-0.2715876593563964
],
[
-0.6772608633293287,
-0.6893133878959963,
-0.7007740725528694,
-0.7115700651506519,
-0.7216326331807196,
-0.7308958276019872,
-0.7392940611573536,
-0.7467587253493735,
-0.7532142558822162,
-0.7585743772494986,
-0.7627395147470123,
-0.7655964244107591,
-0.7670208495281713,
-0.7668834590431839,
-0.7650585958331176,
-0.7614347006730269,
-0.7559249036820923,
-0.748476284955243,
-0.7390766419114372,
-0.7277581105090845,
-0.7145975109206981,
-0.6997137147001173,
-0.6832626114943069,
-0.6654303885747778,
-0.6464258521330932,
-0.6264724511033994,
-0.6058005470383717,
-0.5846403361203532,
-0.563215692901281,
-0.5417390834430535,
-0.520407595342016,
-0.49940005592991854,
-0.4788751566946311,
-0.4589704686860544,
-0.4398022165634906,
-0.42146567411518177,
-0.40403604801305537,
-0.38756972629988706,
-0.3721057813048325,
-0.35766763158637205,
-0.34426478283933326,
-0.33189458259903315,
-0.32054393745828036,
-0.3101909540368575,
-0.3008064759300486,
-0.2923554982550498,
-0.28479844923896414,
-0.278092334635742,
-0.2721917457455991,
-0.2670497355861574
],
[
-0.638886993641483,
-0.6492423401265336,
-0.6590614309001338,
-0.6682862159553936,
-0.6768622514068997,
-0.6847371540689919,
-0.6918581329661604,
-0.6981687646360172,
-0.7036054183097972,
-0.7080939856098954,
-0.7115477470902125,
-0.7138672185612605,
-0.7149425944118823,
-0.7146589514659107,
-0.7129038041156148,
-0.7095760846594031,
-0.7045953235510424,
-0.6979097963831866,
-0.6895026526549192,
-0.6793954378872814,
-0.6676488439661298,
-0.6543608816398443,
-0.6396629182653689,
-0.623714156227157,
-0.6066951596865212,
-0.5888009961888767,
-0.5702344728336747,
-0.5511998380377185,
-0.5318972075484433,
-0.5125178695649895,
-0.4932405356907379,
-0.4742285349626649,
-0.455627897453044,
-0.437566240159905,
-0.4201523483909376,
-0.4034763375996808,
-0.3876102807723649,
-0.372609192458738,
-0.3585122703060113,
-0.3453443068560367,
-0.3331171971735425,
-0.32183148070123124,
-0.31147786797563803,
-0.3020387140901166,
-0.29348941082626734,
-0.28579967808268636,
-0.27893474258911577,
-0.2728563979481182,
-0.26752394488142484,
-0.26289501428851847
],
[
-0.6032055624944999,
-0.6120463955556447,
-0.620404863076719,
-0.6282352344613509,
-0.6354947573579477,
-0.6421419960043653,
-0.6481344093571629,
-0.6534253611861028,
-0.6579609485893618,
-0.6616772216819329,
-0.6644984827337509,
-0.6663373300009289,
-0.6670969080900561,
-0.6666754590644187,
-0.6649728213122764,
-0.6618981235475524,
-0.6573776852185521,
-0.6513621176378519,
-0.6438318016013057,
-0.6348002219138967,
-0.6243149767445934,
-0.6124565773649201,
-0.5993353707327165,
-0.5850870426447862,
-0.5698672020923415,
-0.5538455271842069,
-0.5371998910284838,
-0.5201108016897443,
-0.5027563991486377,
-0.48530816498593976,
-0.46792742406680776,
-0.45076265519609926,
-0.4339475804115499,
-0.4175999694469521,
-0.4018210751230994,
-0.38669560476913745,
-0.37229212994794747,
-0.35866383964319604,
-0.3458495488468232,
-0.33387488368425444,
-0.32275357467539756,
-0.3124888005867885,
-0.3030745359608775,
-0.2944968653864861,
-0.28673523662875056,
-0.2797636327159525,
-0.2735516499230852,
-0.2680654743028221,
-0.2632687540457932,
-0.25912336858789997
],
[
-0.5701661967177373,
-0.5776614029687859,
-0.5847255647558609,
-0.5913230894841153,
-0.5974206988976702,
-0.6029857307657598,
-0.6079838336439006,
-0.6123762571054194,
-0.6161170932428509,
-0.6191509604489989,
-0.621411689938499,
-0.6228225328178173,
-0.6232982271921149,
-0.6227489695891277,
-0.6210859879025128,
-0.6182281059044477,
-0.6141085049614423,
-0.6086808681603054,
-0.6019242238042599,
-0.5938460372249525,
-0.5844833659328883,
-0.573902136544501,
-0.5621947875657098,
-0.5494766372905441,
-0.5358813846873205,
-0.5215561462702387,
-0.5066563898000511,
-0.4913410617201035,
-0.4757681323542269,
-0.46009071059420725,
-0.44445381437819054,
-0.4289918282317441,
-0.41382663588467306,
-0.39906638434413655,
-0.3848048146966284,
-0.3711210827233471,
-0.3580799873712921,
-0.34573252550191613,
-0.3341166955949666,
-0.3232584799088607,
-0.31317294293258624,
-0.30386539298592763,
-0.2953325629205563,
-0.28756377460561233,
-0.28054205995185444,
-0.27424521845598027,
-0.26864679753720355,
-0.26371698726436255,
-0.25942342545569197,
-0.25573191263143014
],
[
-0.5396936956600195,
-0.545998045161148,
-0.5519194907435216,
-0.5574306996550826,
-0.5625060096236768,
-0.567119757220937,
-0.5712441366784357,
-0.574846789932589,
-0.5778884467298401,
-0.5803210285617763,
-0.5820866669947513,
-0.5831180348216554,
-0.5833402354384043,
-0.5826742604240355,
-0.5810417569292357,
-0.5783706112938276,
-0.574600712272323,
-0.5696892366491847,
-0.5636148953720374,
-0.5563807539536821,
-0.5480154488901039,
-0.5385728187123342,
-0.5281301248209648,
-0.5167851405725655,
-0.5046524374904725,
-0.4918592033497311,
-0.47854090010888306,
-0.46483702234550817,
-0.4508871595321099,
-0.4368275063382353,
-0.4227879098653552,
-0.408889494791988,
-0.39524286850612333,
-0.3819468787717397,
-0.36908787575976687,
-0.35673941728576253,
-0.3449623495076193,
-0.3338051937746356,
-0.3233047724974938,
-0.3134870116952442,
-0.30436786432347085,
-0.2959543058361971,
-0.2882453610953082,
-0.28123312927895117,
-0.2749037805467618,
-0.26923850469192034,
-0.26421439772924415,
-0.25980527728122205,
-0.25598242172633867,
-0.25271523139858676
],
[
-0.511693590984266,
-0.516947885628484,
-0.5218638590083107,
-0.5264208493597812,
-0.5305992779231425,
-0.534379050776911,
-0.537737609400053,
-0.5406478207294367,
-0.54307598617373,
-0.5449803133103372,
-0.5463102086584346,
-0.5470066951265833,
-0.5470041285718771,
-0.5462332011110548,
-0.5446250117385045,
-0.5421158050645235,
-0.5386518685395751,
-0.5341940594878377,
-0.5287215022234549,
-0.5222341280309558,
-0.5147538924090155,
-0.5063246618040514,
-0.4970108923942752,
-0.48689531427104826,
-0.47607588370656595,
-0.4646622790542141,
-0.4527722006176236,
-0.4405277008126425,
-0.4280517266168986,
-0.41546500854578294,
-0.4028833842619425,
-0.3904156037202494,
-0.3781616282896305,
-0.36621140924471896,
-0.35464411123336337,
-0.34352773312763984,
-0.33291907109877106,
-0.32286396575709864,
-0.3133977757187534,
-0.304546023042088,
-0.2963251607890336,
-0.2887434188204212,
-0.2818016902811127,
-0.27549442764929344,
-0.26981052340573664,
-0.2647341561092409,
-0.26024558780768725,
-0.25632190319682757,
-0.25293768473584777,
-0.2500656210516745
],
[
-0.48605708803179704,
-0.49038865555111677,
-0.4944227444649819,
-0.49814403999346346,
-0.501537799539653,
-0.5045883596252645,
-0.5072773899713563,
-0.5095820701910161,
-0.5114734296674154,
-0.5129151327999156,
-0.5138629922129112,
-0.5142654393368845,
-0.5140650741382179,
-0.5132012680893228,
-0.5116136348067932,
-0.5092460454782094,
-0.5060507811354118,
-0.501992397092185,
-0.4970509247853222,
-0.49122413609766946,
-0.4845287203247598,
-0.47700034962621485,
-0.4686927162122634,
-0.4596757029390306,
-0.4500328953732238,
-0.4398586602972887,
-0.4292550088199779,
-0.4183284386630993,
-0.4071869165209129,
-0.39593712333962783,
-0.3846820473233822,
-0.3735189744757529,
-0.3625378963697574,
-0.35182033046929817,
-0.3414385298407008,
-0.33145504613931664,
-0.3219226016793444,
-0.3128842223955388,
-0.3043735827489775,
-0.29641551531925314,
-0.2890266412486415,
-0.28221608224870676,
-0.2759862200448875,
-0.27033347452301104,
-0.2652490771528553,
-0.26071982128052507,
-0.256728775457435,
-0.253255950020949,
-0.2502789106186405,
-0.2477733352691034
],
[
-0.46266535235864836,
-0.4661887684582573,
-0.4694517805532058,
-0.47244333151098505,
-0.47515251036766826,
-0.47756718314262236,
-0.4796724502593662,
-0.481449087960349,
-0.48287217778689373,
-0.48391015354255695,
-0.48452448697023986,
-0.48467018421752506,
-0.48429717634908787,
-0.48335257067572934,
-0.48178360654693453,
-0.47954105429634253,
-0.4765827305839453,
-0.4728767891229868,
-0.4684044820165162,
-0.4631621621630304,
-0.4571623937758815,
-0.4504341376515024,
-0.4430220656131447,
-0.4349851253655186,
-0.4263945193166082,
-0.41733127972184336,
-0.4078836215637447,
-0.3981442389607792,
-0.3882076858105691,
-0.37816795145798365,
-0.3681163111672351,
-0.3581395017885647,
-0.3483182470135602,
-0.3387261349730415,
-0.3294288339826803,
-0.3204836198665886,
-0.31193918007532906,
-0.3038356551824388,
-0.29620487664462547,
-0.2890707602973863,
-0.28244981732731556,
-0.27635174788278016,
-0.2707800866061685,
-0.26573287382788346,
-0.2612033306687802,
-0.25718052064058883,
-0.25364998436223196,
-0.25059433762670635,
-0.24799382620434351,
-0.24582683343433476
],
[
-0.44139314911347605,
-0.44421109497324474,
-0.44680203031267296,
-0.44915826883042764,
-0.451271928865994,
-0.45313369665492353,
-0.45473147858399166,
-0.45604908084969653,
-0.4570650875630401,
-0.4577521223469758,
-0.4580766655961517,
-0.4579995556032668,
-0.45747722901400334,
-0.4564636643124522,
-0.4549128970060312,
-0.45278189483260567,
-0.4500335309514685,
-0.4466393811902941,
-0.4425820978174009,
-0.4378571690725619,
-0.4324739481975548,
-0.4264559143580796,
-0.41984019914748394,
-0.4126764686419654,
-0.40502528871595644,
-0.3969561204931118,
-0.38854509575518525,
-0.37987271247338983,
-0.37102157233684707,
-0.36207425894792933,
-0.3531114303526821,
-0.34421017515725283,
-0.33544265929304196,
-0.32687507152408846,
-0.3185668604955525,
-0.31057024455520454,
-0.3029299675134909,
-0.2956832685417292,
-0.28886003205241306,
-0.2824830831442642,
-0.27656859552789115,
-0.271126581320668,
-0.26616143531539116,
-0.26167250995573466,
-0.25765470102657906,
-0.25409902778453164,
-0.25099319476334503,
-0.2483221256884991,
-0.24606846276256156,
-0.24421302700819947
],
[
-0.42211187229388825,
-0.42431605753680723,
-0.4263231122963189,
-0.4281280053612482,
-0.4297252473820764,
-0.4311077874800786,
-0.43226584653854816,
-0.43318580697876297,
-0.43384930098835683,
-0.43423264550094065,
-0.4343067572641087,
-0.4340376429089584,
-0.4333874996888326,
-0.4323163903125228,
-0.4307843818340379,
-0.4287539769278683,
-0.4261926270833689,
-0.4230751074738568,
-0.4193855525653649,
-0.4151189944467377,
-0.410282303343142,
-0.40489449175559233,
-0.39898640129244844,
-0.3925998382445973,
-0.3857862570179702,
-0.3786051090653554,
-0.3711219803086556,
-0.3634066347288136,
-0.3555310688024753,
-0.34756766371240433,
-0.339587502318077,
-0.331658897788351,
-0.3238461620558828,
-0.3162086258166277,
-0.3087999081865933,
-0.30166742351032827,
-0.29485210510376536,
-0.2883883206498328,
-0.28230395119038976,
-0.2766206047701234,
-0.2713539363803672,
-0.2665140475403407,
-0.2621059412967517,
-0.25813001132587643,
-0.2545825469425571,
-0.25145623896607816,
-0.24874067441847236,
-0.24642281083338058,
-0.2444874234657075,
-0.24291752087672558
],
[
-0.4046920183106605,
-0.40636411910540904,
-0.40786567597819656,
-0.4091937390778536,
-0.4103447075988059,
-0.411313355281934,
-0.41209182802765776,
-0.4126687160168281,
-0.41302831724524025,
-0.4131502107055117,
-0.4130092420638033,
-0.4125759916568599,
-0.41181774658002235,
-0.41069994175245694,
-0.4091879779455603,
-0.40724927736270766,
-0.4048554074202817,
-0.40198409541334046,
-0.39862097093798654,
-0.3947609054757871,
-0.3904088629269885,
-0.38558022366716294,
-0.3803005911062969,
-0.37460512867820484,
-0.3685375037525298,
-0.362148532237619,
-0.3554946243105539,
-0.3486361294716189,
-0.3416356701709553,
-0.33455653987208556,
-0.32746122568000025,
-0.32041009929647846,
-0.3134603043846427,
-0.30666485433166946,
-0.3000719424328262,
-0.29372445692272686,
-0.28765968606319436,
-0.28190919351323007,
-0.2764988412038498,
-0.2714489356129943,
-0.26677447335830906,
-0.26248546308105136,
-0.25858730238991523,
-0.25508119091158266,
-0.2519645630376026,
-0.2492315265879017,
-0.24687329619264542,
-0.24487861262500465,
-0.24323414152817602,
-0.24192484692872873
],
[
-0.3890051666439207,
-0.39021774443579893,
-0.3912833211887713,
-0.39220057090145444,
-0.39296738365382833,
-0.393580012039766,
-0.3940322152264344,
-0.39431448726865237,
-0.3944134653332101,
-0.3943116117071285,
-0.3939872486527287,
-0.39341499714423933,
-0.39256663165542105,
-0.3914123183467001,
-0.38992215982732925,
-0.38806793311399757,
-0.38582488425167416,
-0.38317343661141423,
-0.3801006803548844,
-0.3766015352918889,
-0.3726795136733061,
-0.3683470478513309,
-0.3636253850137703,
-0.358544083306614,
-0.3531401680674442,
-0.3474570225880895,
-0.34154309504915403,
-0.3354505031323112,
-0.3292336119103507,
-0.32294765068547293,
-0.3166474221565272,
-0.3103861440811253,
-0.3042144505950606,
-0.2981795683819939,
-0.2923246724811528,
-0.2866884179603395,
-0.2813046370470591,
-0.2762021865360631,
-0.27140492721085563,
-0.26693181540327093,
-0.26279708641463406,
-0.25901051007547116,
-0.2555776999822601,
-0.2525004596969491,
-0.24977715123540234,
-0.24740307334454248,
-0.24537083924716607,
-0.24367074562131985,
-0.2422911265085672,
-0.24121868756766518
],
[
-0.37492553237019477,
-0.3757429109676693,
-0.3764340503304213,
-0.376998884823622,
-0.3774364815126898,
-0.37774429753840666,
-0.37791745280716815,
-0.37794809068301005,
-0.37782490454880413,
-0.37753290452587096,
-0.37705348495803626,
-0.37636482969722895,
-0.37544266085572287,
-0.3742613013357776,
-0.3727949870677981,
-0.37101933661030173,
-0.3689128678078375,
-0.3664584459991824,
-0.36364455603757184,
-0.3604663092542988,
-0.35692612307917093,
-0.35303404124597293,
-0.3488076924022434,
-0.34427191129614165,
-0.339458067388988,
-0.3344031597282824,
-0.3291487441813934,
-0.3237397603664447,
-0.31822332195710135,
-0.3126475268029989,
-0.3070603338116811,
-0.3015085429586759,
-0.29603690409772465,
-0.2906873701653294,
-0.2854985014133573,
-0.28050501975630526,
-0.27573750631056093,
-0.271222230725815,
-0.2669810978629823,
-0.26303169559713613,
-0.25938742682273563,
-0.25605770890442736,
-0.2530482246459411,
-0.2503612101529624,
-0.24799576657530764,
-0.2459481844867093,
-0.24421227148033164,
-0.24277967533396505,
-0.24164019676370674,
-0.24078208729302797
],
[
-0.3623311531796978,
-0.3628102410144869,
-0.3631813333976146,
-0.3634453369586179,
-0.3636022475353011,
-0.36365050756730954,
-0.36358639045590113,
-0.3634034724747568,
-0.36309225536235656,
-0.3626399982366233,
-0.3620308051762253,
-0.3612459951321225,
-0.36026475553898085,
-0.35906505306945125,
-0.35762474814393985,
-0.3559228378626198,
-0.353940738060023,
-0.3516635109935342,
-0.3490809509660049,
-0.34618845462519277,
-0.3429876233174223,
-0.33948656867043714,
-0.33569991652616404,
-0.33164852590366367,
-0.3273589570652695,
-0.32286273503792695,
-0.3181954619178442,
-0.3133958333616833,
-0.3085046126317741,
-0.3035636104032835,
-0.2986147112851034,
-0.293698979607699,
-0.2888558683035145,
-0.28412254628776057,
-0.27953335209906194,
-0.275119374973527,
-0.27090815915240296,
-0.2669235230975511,
-0.2631854823600981,
-0.2597102630054282,
-0.2565103915963707,
-0.25359484761204465,
-0.2509692646660815,
-0.24863616782563192,
-0.24659523557730156,
-0.24484357641231203,
-0.24337601150583654,
-0.2421853564609242,
-0.24126269651206433,
-0.2405976508921961
]
],
"zauto": true,
"zmax": 2.392001828412201,
"zmin": -2.392001828412201
},
{
"autocolorscale": false,
"autocontour": true,
"colorbar": {
"tickfont": {
"size": 8
},
"ticksuffix": "",
"x": 1,
"y": 0.5
},
"colorscale": [
[
0.0,
"rgb(255,247,251)"
],
[
0.14285714285714285,
"rgb(236,231,242)"
],
[
0.2857142857142857,
"rgb(208,209,230)"
],
[
0.42857142857142855,
"rgb(166,189,219)"
],
[
0.5714285714285714,
"rgb(116,169,207)"
],
[
0.7142857142857143,
"rgb(54,144,192)"
],
[
0.8571428571428571,
"rgb(5,112,176)"
],
[
1.0,
"rgb(3,78,123)"
]
],
"contours": {
"coloring": "heatmap"
},
"hoverinfo": "x+y+z",
"ncontours": 25,
"type": "contour",
"x": [
0.0,
0.02040816326530612,
0.04081632653061224,
0.061224489795918366,
0.08163265306122448,
0.1020408163265306,
0.12244897959183673,
0.14285714285714285,
0.16326530612244897,
0.18367346938775508,
0.2040816326530612,
0.22448979591836732,
0.24489795918367346,
0.26530612244897955,
0.2857142857142857,
0.3061224489795918,
0.32653061224489793,
0.3469387755102041,
0.36734693877551017,
0.3877551020408163,
0.4081632653061224,
0.42857142857142855,
0.44897959183673464,
0.4693877551020408,
0.4897959183673469,
0.5102040816326531,
0.5306122448979591,
0.5510204081632653,
0.5714285714285714,
0.5918367346938775,
0.6122448979591836,
0.6326530612244897,
0.6530612244897959,
0.673469387755102,
0.6938775510204082,
0.7142857142857142,
0.7346938775510203,
0.7551020408163265,
0.7755102040816326,
0.7959183673469387,
0.8163265306122448,
0.836734693877551,
0.8571428571428571,
0.8775510204081632,
0.8979591836734693,
0.9183673469387754,
0.9387755102040816,
0.9591836734693877,
0.9795918367346939,
1.0
],
"xaxis": "x2",
"y": [
0.0,
0.02040816326530612,
0.04081632653061224,
0.061224489795918366,
0.08163265306122448,
0.1020408163265306,
0.12244897959183673,
0.14285714285714285,
0.16326530612244897,
0.18367346938775508,
0.2040816326530612,
0.22448979591836732,
0.24489795918367346,
0.26530612244897955,
0.2857142857142857,
0.3061224489795918,
0.32653061224489793,
0.3469387755102041,
0.36734693877551017,
0.3877551020408163,
0.4081632653061224,
0.42857142857142855,
0.44897959183673464,
0.4693877551020408,
0.4897959183673469,
0.5102040816326531,
0.5306122448979591,
0.5510204081632653,
0.5714285714285714,
0.5918367346938775,
0.6122448979591836,
0.6326530612244897,
0.6530612244897959,
0.673469387755102,
0.6938775510204082,
0.7142857142857142,
0.7346938775510203,
0.7551020408163265,
0.7755102040816326,
0.7959183673469387,
0.8163265306122448,
0.836734693877551,
0.8571428571428571,
0.8775510204081632,
0.8979591836734693,
0.9183673469387754,
0.9387755102040816,
0.9591836734693877,
0.9795918367346939,
1.0
],
"yaxis": "y2",
"z": [
[
0.6857160904487563,
0.673895223637616,
0.662188642624213,
0.6507636556434271,
0.6398069671200791,
0.629520668213743,
0.6201159626611135,
0.6118045396574446,
0.6047878509878474,
0.5992449962456996,
0.5953203860403891,
0.5931127058539779,
0.5926667939631712,
0.593969774472899,
0.5969521613733577,
0.6014938155023873,
0.6074338250484815,
0.6145828154933121,
0.6227360009956007,
0.6316854551407682,
0.6412304889443985,
0.651185524400649,
0.6613853126128865,
0.6716876909194811,
0.6819742821162067,
0.6921496266897866,
0.7021392385802652,
0.7118870207922433,
0.7213523973316293,
0.7305074319534501,
0.7393341236876793,
0.7478219998099362,
0.7559660707857158,
0.7637651685222027,
0.7712206577384776,
0.7783354887435681,
0.7851135466658993,
0.791559245573426,
0.7976773144709675,
0.8034727245251234,
0.8089507118693741,
0.8141168569645241,
0.8189771888803486,
0.8235382903413662,
0.8278073864308054,
0.8317924061206953,
0.8355020110857229,
0.8389455904791413,
0.8421332235114481,
0.845075613856803
],
[
0.674825113711345,
0.6620456787542024,
0.6493409734252835,
0.6368896711002157,
0.6248939864587946,
0.6135759340083251,
0.603170909010446,
0.5939183352514306,
0.5860495203251668,
0.5797734225606581,
0.575261675704797,
0.5726347635067843,
0.571951464593471,
0.5732034212772933,
0.5763159006602582,
0.5811546967637764,
0.5875380038342376,
0.5952513110476894,
0.6040631162882324,
0.613739510643947,
0.6240562665397823,
0.6348077430032824,
0.6458125196409255,
0.6569160922729926,
0.6679911934009243,
0.6789363739373334,
0.6896734503469205,
0.7001443316686433,
0.7103076297131418,
0.7201353455962668,
0.7296098284751703,
0.7387211224678079,
0.7474647556489048,
0.7558399790746576,
0.7638484315978018,
0.7714931853218132,
0.7787781146416642,
0.7857075269424412,
0.7922859934562541,
0.7985183230233125,
0.8044096282806896,
0.8099654420208674,
0.8151918502224182,
0.8200956168506347,
0.8246842834396476,
0.8289662333602175,
0.8329507163669271,
0.8366478334531757,
0.8400684852701134,
0.8432242895037442
],
[
0.6639166093997317,
0.6501495603494196,
0.6364088684236505,
0.6228835717303918,
0.6097908636875191,
0.5973728819612212,
0.5858903994856617,
0.5756129272296341,
0.5668051687593336,
0.5597104553365571,
0.5545326550660182,
0.5514188722656244,
0.5504457111281394,
0.5516116704125447,
0.5548372664237635,
0.559972974605191,
0.5668135220163257,
0.5751159700920678,
0.5846186921491219,
0.5950587366602372,
0.6061858957102325,
0.6177727270237908,
0.6296205531645863,
0.6415619692428877,
0.653460633222841,
0.6652091548449254,
0.6767258186059781,
0.6879507388290967,
0.6988418949072267,
0.7093713570046762,
0.7195218974982036,
0.7292840934613207,
0.7386539585571509,
0.7476310952370602,
0.756217326382634,
0.7644157461154816,
0.7722301196213082,
0.779664559182305,
0.7867234062728167,
0.7934112559387736,
0.7997330683883632,
0.8056943226256443,
0.8113011771291883,
0.816560612295396,
0.8214805381194681,
0.8260698580576984,
0.8303384860533232,
0.8342973183022628,
0.8379581645747811,
0.8413336459523951
],
[
0.6530514822292929,
0.6382743887090925,
0.623466097441322,
0.6088245431424555,
0.5945808300513806,
0.580996874381705,
0.5683595551218363,
0.5569705704286914,
0.5471316271028824,
0.539125397131221,
0.5331938084488547,
0.5295164441837199,
0.5281926520563842,
0.5292309189980385,
0.5325479027721034,
0.5379774825105024,
0.5452879974201129,
0.5542042874537179,
0.5644306959714636,
0.5756717817847433,
0.5876486758828333,
0.6001102911598667,
0.6128395956949577,
0.625655761268952,
0.6384132361229121,
0.6509987762352607,
0.6633273185647087,
0.67533737983106,
0.6869864678817277,
0.6982468244009234,
0.7091016850896236,
0.7195421447937165,
0.7295646450552605,
0.73916905422261,
0.7483572802618103,
0.757132339488367,
0.765497797277234,
0.7734574968456563,
0.7810154973966449,
0.7881761515808315,
0.7949442629735132,
0.8013252758985275,
0.8073254615145945,
0.8129520748937136,
0.8182134673689607,
0.823119146421306,
0.8276797817016329,
0.8319071604776225,
0.8358140989916298,
0.8394143181164732
],
[
0.6422901242732055,
0.6264882532921809,
0.6105883736392019,
0.5947953474687221,
0.5793525015895197,
0.5645405011560415,
0.5506724128796563,
0.5380837614274463,
0.5271167543054894,
0.5180987391878887,
0.5113163905495514,
0.5069888439738219,
0.5052443982737803,
0.5061056997012832,
0.5094869930932158,
0.515204296208704,
0.5229962366417739,
0.5325510402356963,
0.5435345297668376,
0.5556148862091506,
0.5684816404213129,
0.5818581144865423,
0.5955078221532998,
0.6092360313541991,
0.6228878916232612,
0.6363444208737538,
0.649517396422077,
0.6623439159161337,
0.6747811433310206,
0.6868015550062252,
0.6983888520230346,
0.7095346004901124,
0.7202355907893034,
0.7304918616979638,
0.7403053085887548,
0.749678781494297,
0.7586155750270315,
0.7671192152591066,
0.7751934566105286,
0.7828424128771165,
0.7900707593402946,
0.7968839562604676,
0.8032884570182253,
0.8092918760241676,
0.8149031017959761,
0.8201323490469118,
0.8249911501775762,
0.8294922912942039,
0.8336497009767613,
0.8374783017349027
],
[
0.6316912335556135,
0.6148586061097038,
0.5978522108050954,
0.5808813629148681,
0.5641992405078728,
0.5481034050346435,
0.5329323299890267,
0.5190562754306203,
0.506861071388262,
0.49672426416767673,
0.4889848064996365,
0.483909847185243,
0.4816644382483115,
0.4822909178374386,
0.4857033402994593,
0.49169868182557247,
0.4999820786981532,
0.5102000437417425,
0.5219747063941054,
0.5349334852236947,
0.5487310981658835,
0.5630632341246878,
0.5776728592056527,
0.5923508998071226,
0.6069331537728204,
0.6212950265917961,
0.6353453057702454,
0.6490198098363943,
0.662275438206724,
0.6750849169899537,
0.6874323746708371,
0.6993097747576508,
0.7107141647576446,
0.7216456603141758,
0.732106061478934,
0.7420979891406124,
0.751624429725699,
0.7606885827405071,
0.769293916522308,
0.7774443510813179,
0.7851445017664352,
0.7923999325154129,
0.7992173817205046,
0.8056049365629333,
0.8115721425997653,
0.8171300442114647,
0.8222911582199469,
0.8270693876984682,
0.8314798859511547,
0.8355388821326742
],
[
0.621310761486597,
0.6034511496590557,
0.5853338430026908,
0.5671696682401451,
0.5492185762808315,
0.5317922329160515,
0.5152526463973426,
0.5000046593349774,
0.4864800936773443,
0.47511208998273297,
0.4663001253852729,
0.4603693367849389,
0.4575312723465981,
0.4578552754876224,
0.4612585312506248,
0.4675180108650874,
0.476301088353493,
0.48720664717147294,
0.49980716711045164,
0.5136843698257076,
0.5284546625955356,
0.5437839695010456,
0.5593936263686561,
0.5750598144960445,
0.5906089418386696,
0.6059109091096718,
0.6208716379223733,
0.6354257465691124,
0.649529886630165,
0.6631569958153517,
0.6762915548811251,
0.6889258328422581,
0.7010570437101822,
0.7126853046125966,
0.7238122696237251,
0.7344403099069224,
0.7445721150856315,
0.7542106006407558,
0.7633590197575268,
0.7720211939088367,
0.7802017932552614,
0.7879066145365736,
0.7951428196102472,
0.8019191114895067,
0.8082458362336539,
0.814135008174771,
0.8196002627592347,
0.8246567459250631,
0.829320951712071,
0.8336105210468943
],
[
0.6112010423512876,
0.592328859531305,
0.5731082236772196,
0.5537481562583315,
0.5345116310536997,
0.5157206202139096,
0.497757490424183,
0.48106007428145414,
0.46610730123758176,
0.4533926731734568,
0.44338483358670416,
0.4364784131809043,
0.4329435021890975,
0.432886081784173,
0.4362313543124039,
0.4427357734865557,
0.45202419667224525,
0.46364104120175825,
0.47710229645070806,
0.4919384519014005,
0.5077238118190794,
0.5240923167937441,
0.5407425927005861,
0.5574356821353054,
0.5739885439832302,
0.5902656254998567,
0.6061700276100561,
0.6216351638513042,
0.6366173818248382,
0.6510897403002925,
0.6650369698299393,
0.6784515509347125,
0.6913307939368017,
0.7036747807099645,
0.7154850206110679,
0.7267636748022102,
0.7375132117713535,
0.7477363700616826,
0.7574363205050981,
0.7666169382994766,
0.7752831138521575,
0.7834410493426133,
0.7910985045376842,
0.7982649698716646,
0.8049517567964746,
0.8111720047826885,
0.8169406111907079,
0.8222740947695482,
0.8271904061127273,
0.831708699385299
],
[
0.6014101370228305,
0.5815511553007582,
0.5612480843695433,
0.5407046051808009,
0.5201824096244253,
0.5000089904321473,
0.48058243889837576,
0.46237015971642215,
0.44589743411876814,
0.4317215319770716,
0.4203886984169638,
0.41237589398400387,
0.4080264172970738,
0.4074955092837187,
0.41072351564289605,
0.4174467122377794,
0.4272422936886019,
0.43959237645358756,
0.45394863744538616,
0.4697841461152889,
0.4866270001143989,
0.5040768377530389,
0.5218084693261346,
0.5395673696622678,
0.5571609165267893,
0.5744480519794289,
0.5913289891629124,
0.6077358315974308,
0.6236244919793038,
0.6389680176105956,
0.6537512777491586,
0.667966891560675,
0.6816122405014617,
0.6946873966851311,
0.7071937989771778,
0.71913351621732,
0.7305089496210261,
0.7413228426337091,
0.7515784851757208,
0.7612800192092695,
0.7704327727499417,
0.7790435687733716,
0.7871209730417182,
0.7946754600541552,
0.8017194887496937,
0.8082674891652358,
0.8143357681035089,
0.8199423462808532,
0.8251067417850214,
0.8298497153979079
],
[
0.5919814014156177,
0.5711732084558709,
0.5498230004771755,
0.5281255871386019,
0.5063367336577983,
0.4847838210828514,
0.46387454213704793,
0.44410030972339765,
0.4260294474099586,
0.41028406179570215,
0.3974952366642587,
0.3882358524805393,
0.3829398536373937,
0.38182813954130945,
0.38486652234014446,
0.39177295576103194,
0.40207167055795073,
0.41517361882459336,
0.43045726705146686,
0.4473313590068376,
0.4652733315912095,
0.48384605927208,
0.5026993460171068,
0.5215625652494746,
0.5402332440426596,
0.5585646162239507,
0.576453801371937,
0.5938313818566249,
0.6106526415850153,
0.6268904649423737,
0.642529768992344,
0.6575632899164896,
0.6719885283788598,
0.6858056589018975,
0.6990162167575741,
0.7116223888332421,
0.7236267511360044,
0.7350323143979806,
0.7458427599450903,
0.7560627696846891,
0.765698375693304,
0.7747572753902703,
0.7832490767674319,
0.791185453967946,
0.7985802063245907,
0.8054492237187219,
0.8118103679756807,
0.8176832843046786,
0.8230891589474646,
0.8280504396789335
],
[
0.5829532752000133,
0.5612453638042468,
0.5388983995582973,
0.5160950744899504,
0.4930805590513445,
0.47017593880205333,
0.4477910544910909,
0.42643347009568444,
0.40670805729402304,
0.38929932240620047,
0.3749277689833188,
0.36427538301495244,
0.35788673022151474,
0.3560693647306978,
0.3588294005115623,
0.3658708959871987,
0.3766601290137436,
0.39052703480170187,
0.40676679090835866,
0.4247160901136707,
0.4437968204871874,
0.4635324028034527,
0.4835462665005742,
0.503550958748808,
0.5233336831580319,
0.5427415746200724,
0.561668307426983,
0.5800426416403732,
0.597819006173359,
0.6149699895881571,
0.6314805240641812,
0.647343526770986,
0.6625567672852922,
0.6771207428763324,
0.691037359473798,
0.7043092336008197,
0.7169394496415754,
0.7289316276966251,
0.7402901796834941,
0.7510206545205443,
0.7611300961611905,
0.7706273598469988,
0.7795233512956025,
0.7878311699795956,
0.7955661508522187,
0.8027458088031115,
0.8093896969946054,
0.815519194414936,
0.8211572399590532,
0.8263280306057763
],
[
0.5743592842601275,
0.5518126607517833,
0.5285344724739258,
0.5046926431287013,
0.48051745786036715,
0.4563174274720508,
0.432496165390313,
0.40956739328703956,
0.3881624655386908,
0.36902116513226596,
0.35295344229500986,
0.34076121718381613,
0.3331212329458766,
0.3304539264025254,
0.3328267602375308,
0.33993849643129925,
0.3511935935334981,
0.36583026270636904,
0.38304899477054444,
0.4021057173709627,
0.4223613017122767,
0.443296666452599,
0.46450720754585206,
0.48568764629525907,
0.5066141427915831,
0.5271271497846455,
0.54711642449099,
0.5665085579989166,
0.5852569173512859,
0.6033337309196725,
0.6207240143565984,
0.6374210484339055,
0.653423145675281,
0.6687314677207575,
0.6833486777407815,
0.6972782332241606,
0.7105241457624228,
0.723091057006828,
0.7349845038474995,
0.7462112704084208,
0.7567797486235635,
0.766700251831902,
0.775985246032501,
0.784649480503147,
0.7927100130810227,
0.800186135528079,
0.8070992113091033,
0.8134724422199338,
0.8193305821280124,
0.8246996161580489
],
[
0.5662282634225541,
0.5429144767182896,
0.518785016643145,
0.49399128415138543,
0.4687452056432869,
0.4433369276114008,
0.41815521249784987,
0.3937083861468877,
0.3706407573594344,
0.34973472334322037,
0.33188305548336267,
0.3180132332472829,
0.30895517847825765,
0.3052736606527643,
0.3071267080405182,
0.31422284468676986,
0.3259032588488211,
0.34130313571854026,
0.35951536482237023,
0.379705149347024,
0.4011660917823914,
0.4233330526760054,
0.44577134789686723,
0.46815655646097337,
0.4902528370451965,
0.5118932328342362,
0.5329630619247627,
0.5533864292647106,
0.5731155206783962,
0.5921222630360091,
0.6103919631654515,
0.6279185892208794,
0.6447014039174761,
0.6607426942421646,
0.6760463696583914,
0.6906172244953764,
0.7044606832477539,
0.7175828715196257,
0.7299908806149099,
0.7416931196756458,
0.752699674700822,
0.7630226175450652,
0.7726762290802509,
0.7816771184124869,
0.790044234064724,
0.7977987733870605,
0.8049640034348228,
0.8115650106247223,
0.8176283981929638,
0.8231819504000963
],
[
0.5585848295159932,
0.5345843695871866,
0.5096963445721763,
0.48405501228541403,
0.4578516915584475,
0.4313534987851312,
0.404926355489845,
0.3790611106309009,
0.35439887192346137,
0.3317464015244364,
0.3120642830933949,
0.2964024674188123,
0.2857607546652026,
0.28088347139200315,
0.2820583406014461,
0.28902815645820695,
0.30107372973249646,
0.31721577542311125,
0.33642491219093484,
0.3577641055448046,
0.380452453166972,
0.40387459827708144,
0.4275633286697843,
0.45117349854766403,
0.47445616405923813,
0.4972362016526282,
0.5193940303264598,
0.5408510759929348,
0.5615583809590865,
0.5814877952329291,
0.6006252828220342,
0.6189659638981732,
0.6365105773916327,
0.6532630921586294,
0.6692292262377618,
0.6844156595806962,
0.6988297503039873,
0.7124795900257427,
0.7253742606165098,
0.7375241820455225,
0.7489414677653085,
0.7596402289869267,
0.7696367911951767,
0.7789498046364817,
0.7876002449798506,
0.7956113109615083,
0.8030082329095518,
0.8098180101143899,
0.8160690966529452,
0.8217910550849938
],
[
0.5514501571802443,
0.5268502503823279,
0.5013064998574113,
0.47493665838255233,
0.44791070680605927,
0.4204697534433648,
0.3929504707059084,
0.3658150096186717,
0.33968414482133724,
0.31536640286599477,
0.29386632240637334,
0.27634119401589613,
0.26396767844926683,
0.2577046659519907,
0.2580190065147053,
0.2647250492015833,
0.27705315509676226,
0.293898809463999,
0.31409381808980297,
0.33658564694076326,
0.3605106279529809,
0.38519850649097287,
0.4101468453212352,
0.43498811185678526,
0.45945920577303195,
0.483376218348328,
0.5066144014868121,
0.5290925185733377,
0.5507607057403122,
0.5715911340142847,
0.5915709299599018,
0.6106969349022785,
0.6289719624248398,
0.6464022646340701,
0.6629959526782049,
0.6787621452011089,
0.693710645000992,
0.7078519714898182,
0.7211976050415372,
0.7337603282655444,
0.7455545774111,
0.7565967431930105,
0.766905383250883,
0.7765013275182133,
0.7854076727063865,
0.7936496729969075,
0.801254541256966,
0.8082511791966362,
0.8146698564948872,
0.8205418586598044
],
[
0.5448431152858707,
0.5197350444911522,
0.49364509215940494,
0.46667638108841136,
0.43897845437060945,
0.4107654908390483,
0.38234089983001907,
0.3541292570788257,
0.32671517576672005,
0.30088471767252134,
0.2776554458843128,
0.2582632547448796,
0.24405278148860107,
0.236224730080186,
0.2354817601287497,
0.24176226539111717,
0.25426654028446555,
0.27175640652748223,
0.2929069310574733,
0.3165353891365623,
0.34168645152685095,
0.36763017197763065,
0.393826317081191,
0.41988354376348125,
0.445523834638033,
0.4705541835874808,
0.49484469083207644,
0.5183117097757584,
0.5409048849588509,
0.5625972243097956,
0.5833775876604002,
0.6032451290861647,
0.622205325187493,
0.6402672794212311,
0.6574420317509474,
0.6737416340887189,
0.6891787811104427,
0.7037668155791814,
0.7175199577707613,
0.730453639245682,
0.7425848508062923,
0.7539324417122205,
0.7645173310355018,
0.7743626117494486,
0.7834935435191026,
0.7919374413291439,
0.7997234744602659,
0.8068823944906452,
0.8134462126097105,
0.8194478462346803
],
[
0.5387817964245942,
0.5132579749164732,
0.4867340478874,
0.45930145058295924,
0.4310917215725631,
0.4022933329987496,
0.37317529509994446,
0.3441193012428799,
0.3156616952890163,
0.28854406802096455,
0.26376348258098004,
0.2425942450353354,
0.2265198433718816,
0.21699146586884008,
0.21500218419841255,
0.22068084622745082,
0.2332320739679618,
0.25128120748668076,
0.27332939467352424,
0.29804914735584626,
0.324385110171776,
0.3515435629190185,
0.378944583897236,
0.4061721821510717,
0.43293314461686383,
0.45902542599799984,
0.48431424611560986,
0.5087139485236218,
0.5321741552070495,
0.5546692082337049,
0.5761902003318562,
0.5967390848348441,
0.6163244654692487,
0.6349587327571294,
0.6526562582939398,
0.6694323933224787,
0.6853030502818251,
0.700284678126505,
0.7143944747571324,
0.7276507122346844,
0.7400730813789983,
0.7516829906217006,
0.7625037785745711,
0.7725608200577595,
0.7818815211047038,
0.7904952098917143,
0.7984329380757661,
0.8057272112758223,
0.8124116690787668,
0.8185207346566998
],
[
0.5332854102301384,
0.507436513256557,
0.48058945187379637,
0.45282769760988223,
0.42426846780868444,
0.3950776913539905,
0.36549177039234537,
0.335848435599602,
0.3066292690612155,
0.2785155921131572,
0.25245430919655193,
0.2297134079920608,
0.21186697247412273,
0.20059592353025957,
0.19721885298808306,
0.20212568911663623,
0.21457544809050264,
0.2330657703233672,
0.2559128700306304,
0.2816337755138897,
0.30906747546895885,
0.33735425488288473,
0.365873815749984,
0.39418543773649073,
0.4219808783463794,
0.4490493254350437,
0.475251428140662,
0.5004998294223709,
0.5247444188753861,
0.547961138186115,
0.5701435556070097,
0.5912966480809559,
0.6114323566828604,
0.6305665571975573,
0.6487171386931017,
0.6659029228338407,
0.6821431924625578,
0.6974576327474911,
0.7118665227255372,
0.7253910488944543,
0.7380536445504031,
0.7498782876689815,
0.7608907153364982,
0.7711185334760116,
0.7805912167144685,
0.789340004902631,
0.7973977104974677,
0.8047984553775643,
0.8115773573780762,
0.8177701865799045
],
[
0.5283764205556409,
0.5022889041560983,
0.47522444188130375,
0.4472627000033065,
0.41851110878418646,
0.3891177331107991,
0.3592907251637049,
0.32932694829149667,
0.2996531715993865,
0.2708836700092444,
0.24389574985395582,
0.21991208444804636,
0.20053910485089568,
0.187633179144411,
0.18283177768970965,
0.1868381913981157,
0.19902689652847472,
0.21779691074050103,
0.24128489085119584,
0.26785215407507085,
0.2962323203682828,
0.3255004711314497,
0.3549966355825289,
0.38425581418755156,
0.4129549628836564,
0.4408745652187141,
0.4678706419226306,
0.49385399401319113,
0.5187745867368889,
0.5426097482920644,
0.5653553122126506,
0.5870190886856234,
0.6076161952947986,
0.6271658647719445,
0.6456894055968189,
0.663209036164447,
0.6797473525111939,
0.695327226782138,
0.7099719698292245,
0.7237056263013102,
0.7365533034297779,
0.7485414643832126,
0.7596981426908731,
0.7700530552914342,
0.7796376081173032,
0.7884847999940353,
0.7966290384991699,
0.8041058859220873,
0.8109517552929081,
0.8172035762844719
],
[
0.5240827061250355,
0.49783700845021456,
0.47065286424113584,
0.44261038053864976,
0.4138121561421138,
0.38439405763589024,
0.3545422794108161,
0.32451941690338726,
0.29470339105802373,
0.2656443383831252,
0.23814439225992146,
0.21335700172795422,
0.19286751786613338,
0.178628743612343,
0.17253320437890426,
0.1755991696324805,
0.18737229065731587,
0.20620987459556056,
0.2301045724057216,
0.2572810999469399,
0.28637750869620915,
0.31640830931165953,
0.34667569965161976,
0.3766907999892612,
0.40611543254988136,
0.4347206737653511,
0.46235703317263177,
0.48893251944252103,
0.5143962284453966,
0.5387259838773703,
0.5619190779378224,
0.5839854475229042,
0.604942784301267,
0.6248131749767128,
0.6436209333549338,
0.6613913353777956,
0.678150010623631,
0.6939227829184395,
0.7087357901199075,
0.7226157488389073,
0.7355902631500862,
0.7476881063016316,
0.7589394302759004,
0.7693758792975791,
0.7790305999222817,
0.7879381523901166,
0.7961343359736066,
0.8036559457187004,
0.8105404799622569,
0.8168258179853102
],
[
0.5204394400348893,
0.4941090712455911,
0.46689317566258126,
0.43887633389620223,
0.41016130201216705,
0.38087787841918147,
0.3511977933968773,
0.32135842965693734,
0.29169940468800554,
0.26271769244229315,
0.23514790056832569,
0.2100689712298724,
0.18900904194729198,
0.17393303808932586,
0.16687357464246114,
0.16909160327439318,
0.1803280060791408,
0.19897996099097548,
0.22297116663305774,
0.2504355478886356,
0.27993795690836815,
0.3104415063419589,
0.3412133622059333,
0.37174069989715447,
0.4016689061204898,
0.43075784996689465,
0.4588505802181838,
0.4858503917390398,
0.5117037130647888,
0.5363872393391853,
0.5598982935797935,
0.5822477111650554,
0.6034547199084785,
0.6235433953121159,
0.6425403419291272,
0.6604733051707211,
0.6773704626010209,
0.6932601842715054,
0.7081710897664121,
0.7221322656417573,
0.7351735403335101,
0.7473257436014763,
0.7586209034536326,
0.7690923548190154,
0.778774750903563,
0.7877039803897473,
0.795917001889982,
0.8034516119496352,
0.810346165093239,
0.8166392645812194
],
[
0.5174903397157007,
0.49114194153925755,
0.46397194438831235,
0.4360729898523123,
0.40755270165269947,
0.37854095716629604,
0.34920302090107486,
0.3197614186479934,
0.2905306374452853,
0.26197037031939446,
0.23476412075940087,
0.20992559340516145,
0.1889091228326395,
0.17361988726119568,
0.16609380171968646,
0.1676997815531598,
0.17834763598411468,
0.19655892761324303,
0.22029429131228456,
0.24766857690209151,
0.277209565263231,
0.3078438674142371,
0.3388082148457598,
0.3695658699210348,
0.39974390215816696,
0.4290883712012461,
0.45743209091863674,
0.48467095734036875,
0.5107462611641324,
0.5356313683477838,
0.5593217180437332,
0.5818274083412802,
0.6031678256889893,
0.6233678869940494,
0.6424555387798555,
0.6604602137564919,
0.6774119913287928,
0.6933412497585508,
0.708278636000309,
0.7222552151480198,
0.735302694622375,
0.7474536480283965,
0.7587416893763443,
0.7692015696719119,
0.7788691846407899,
0.7877814947565308,
0.7959763672250998,
0.8034923547307474,
0.8103684282167561,
0.8166436814064987
],
[
0.5152879517268376,
0.4889822714812858,
0.461926293683254,
0.43422369934315835,
0.4059911776687653,
0.3773644889705384,
0.34851033289181355,
0.31964696063436465,
0.29107755765642257,
0.2632417440570545,
0.23679101543387984,
0.21268881231564712,
0.192310705711423,
0.177448624589457,
0.17001850691880566,
0.17134751407747903,
0.1814476076939044,
0.19902153470250486,
0.22217263463700954,
0.24908029936002424,
0.27828232302214184,
0.3086906496175283,
0.3395199286748207,
0.370211368020977,
0.4003726086309313,
0.4297335219971514,
0.4581138683376363,
0.485399294983563,
0.5115232752525004,
0.5364534297554568,
0.5601811946594666,
0.5827141088974166,
0.6040701744372897,
0.624273856860627,
0.6433533696011794,
0.6613389417233793,
0.6782618154663941,
0.6941537607948103,
0.7090469320839916,
0.7229739274640814,
0.7359679440301387,
0.7480629515167121,
0.7592938325393543,
0.7696964587233286,
0.7793076888552694,
0.7881652877756865,
0.7963077734775702,
0.8037742053379375,
0.810603929203433,
0.8168362957982866
],
[
0.5138927100014481,
0.4876863086045744,
0.4608047374168788,
0.43336497951306463,
0.40549629834140816,
0.37734550215080964,
0.3490880166937728,
0.32094770987663546,
0.2932292764498881,
0.26636775335230845,
0.2409990546088609,
0.21804854161827913,
0.19880940239450412,
0.18492207008844067,
0.1780952196826241,
0.17949939702555673,
0.18917450876699943,
0.20601822718646665,
0.22834766891295583,
0.25447946496779567,
0.28301102748085577,
0.3128673057221183,
0.34325434534159516,
0.373596807379344,
0.40348420410439617,
0.4326293917886855,
0.4608372499375845,
0.48798096081547887,
0.5139839047907582,
0.5388057962847189,
0.5624321071384992,
0.5848660883665795,
0.6061228644032457,
0.6262251784084478,
0.6452004389925703,
0.6630787727826606,
0.6798918318967023,
0.6956721450262852,
0.7104528375023957,
0.7242675800517461,
0.737150657751393,
0.7491370794130745,
0.7602626727007293,
0.7705641312998918,
0.7800789972731477,
0.7888455744787328,
0.7969027779506358,
0.8042899299407715,
0.8110465164852529,
0.8172119194664565
],
[
0.5133706365216335,
0.48731805123286903,
0.46066605389335546,
0.43354641474816363,
0.4061036533365966,
0.37849989367140285,
0.3509255185227497,
0.32361845454770594,
0.2968954470639123,
0.2711986985952939,
0.24715915398934857,
0.22566900183523872,
0.20793148575710915,
0.19540923330845472,
0.18955767518070202,
0.19133181943325386,
0.20074571997886254,
0.21687198357943177,
0.23826451074378582,
0.26342099650747564,
0.2910391728228068,
0.3200856229822032,
0.34977515665897324,
0.3795253618992154,
0.4089121592401693,
0.4376330105113654,
0.46547788624622727,
0.4923065961815584,
0.5180311019878983,
0.5426017396282571,
0.5659965536022271,
0.5882131375902382,
0.6092625030645901,
0.6291645829229687,
0.6479450383894877,
0.6656330851044755,
0.6822600947797656,
0.6978587654428261,
0.7124626876969308,
0.7261061669823302,
0.7388241922528771,
0.7506524692018974,
0.761627460579439,
0.7717863968017876,
0.7811672367741593,
0.7898085717001737,
0.797749473929027,
0.8050292990398761,
0.8116874529130998,
0.8177631370410018
],
[
0.5137897263668773,
0.48794574641740923,
0.46157609805357686,
0.4348280249250156,
0.40786305337673967,
0.3808617667081088,
0.35403427984380886,
0.32763896637692,
0.3020120748885109,
0.2776100432939935,
0.25506289796287696,
0.23522729284726066,
0.2192060194167326,
0.2082693514822784,
0.20360887579475778,
0.20595347390783358,
0.21526509144620057,
0.23075717331494783,
0.2512059535602583,
0.275301862470854,
0.30186678672027334,
0.3299321450769556,
0.3587391013072467,
0.38770991217773065,
0.41641409638599114,
0.44453775573190957,
0.47185792611246996,
0.4982217299175123,
0.5235296232972619,
0.5477220427459272,
0.5707688662545887,
0.5926612075994425,
0.6134051403374177,
0.6330170055652421,
0.6515200019786502,
0.6689417939741494,
0.6853129070738364,
0.7006657117808807,
0.7150338278646675,
0.7284518110039991,
0.7409550121799867,
0.7525795265045855,
0.7633621716169201,
0.7733404558720223,
0.7825525130278136,
0.7910369930060376,
0.7988329077822294,
0.805979437929748,
0.8125157092774499,
0.818480551046438
],
[
0.5152152539246823,
0.489636948027252,
0.4636027372133039,
0.4372752462330792,
0.41083376672693905,
0.3844791840901014,
0.3584443517770334,
0.3330119994386553,
0.30854184102091914,
0.2855069149912825,
0.2645348342385781,
0.2464398956652852,
0.2322150388697267,
0.2229360660083688,
0.21954512532475062,
0.22256401893039007,
0.23189700964764723,
0.2468646488710866,
0.2664325586028349,
0.2894719652875411,
0.3149350897433806,
0.3419318984393738,
0.3697438825007329,
0.3978093040556432,
0.42569950910771054,
0.45309480449940837,
0.4797628339205222,
0.5055401326252751,
0.5303167644923198,
0.5540237275409535,
0.5766227792994371,
0.5980983487592841,
0.6184512265563632,
0.6376937497937111,
0.6558462216524132,
0.6729343295400155,
0.6889873498273587,
0.7040369525515582,
0.7181164456326669,
0.7312603245809043,
0.7435040195346464,
0.7548837558732728,
0.7654364667887722,
0.7751997154717555,
0.7842116006241117,
0.7925106317654063,
0.8001355703916976,
0.8071252397798503,
0.8135183105177158,
0.819353071136253
],
[
0.517704425363639,
0.49245259110417205,
0.4668093868137114,
0.4409520104604563,
0.41507728189765214,
0.3894068381783127,
0.36419733034183266,
0.33975708140788596,
0.3164697468746523,
0.2948232611382037,
0.27543767321819707,
0.25907710421860985,
0.24661995568314019,
0.23895696804028882,
0.23680988699588684,
0.24052563836900814,
0.24995643168548262,
0.2645025167349206,
0.2832820540872406,
0.30532306625365424,
0.329701138758624,
0.3556087468656601,
0.38237601856538095,
0.4094659729748575,
0.43645931404278315,
0.46303642482324386,
0.48895986149477794,
0.5140585813520895,
0.5382142640461368,
0.561349735962502,
0.5834193698150205,
0.6044012758606357,
0.6242910786768887,
0.6430970665456274,
0.6608365027274367,
0.6775328966454943,
0.6932140467823982,
0.7079106848077675,
0.7216555709966161,
0.7344829132107611,
0.7464280044170682,
0.7575269957898376,
0.7678167429329935,
0.7773346809386007,
0.7861186994206203,
0.7942070011429931,
0.8016379374466457,
0.8084498205948182,
0.8146807177396901,
0.820368233864076
],
[
0.5213009486712759,
0.49644073839367375,
0.4712478841193888,
0.445912733949538,
0.4206484656073229,
0.39569654225880024,
0.3713365257929796,
0.34790098257277535,
0.32579488648113863,
0.30551633182506216,
0.2876710015387996,
0.27296669147763275,
0.26216880354391087,
0.2560012111769953,
0.2550006939907009,
0.25937437365236415,
0.268932520882668,
0.28313479305398553,
0.3012186044694819,
0.32234152755150836,
0.3456882668911091,
0.3705303368453637,
0.39624919059887,
0.422337829335303,
0.44839198687396437,
0.4740972566319416,
0.4992153486827718,
0.523570949775384,
0.5470398245065893,
0.5695384007534617,
0.5910148889410745,
0.6114418826963149,
0.6308103309350735,
0.6491247387186518,
0.6663994374919663,
0.6826557600402515,
0.697919958834811,
0.71222171626303,
0.7255931097568179,
0.7380679124186658,
0.7496811289028078,
0.7604686857139628,
0.7704672136306783,
0.7797138768020997,
0.7882462176483127,
0.7961019987313385,
0.8033190322097401,
0.8099349944826728,
0.8159872284338985,
0.8215125386397205
],
[
0.5260301592411578,
0.5016307687022891,
0.4769516139731899,
0.4521942806277721,
0.4275863241338797,
0.40338686834599613,
0.3798957491638472,
0.3574662010812965,
0.33651949244943113,
0.3175573138584986,
0.30116416765862564,
0.2879883824049844,
0.278689597770616,
0.2738481875807815,
0.27385218659630406,
0.2788017266857178,
0.2884762087019492,
0.30238047845317656,
0.3198440540078988,
0.3401285410228697,
0.3625109914955792,
0.3863340957357642,
0.41102901389282914,
0.4361206060313569,
0.4612230567605888,
0.4860309730469453,
0.5103087961448527,
0.5338800240154721,
0.5566170135334706,
0.5784317473840557,
0.5992677391456404,
0.6190931251888336,
0.6378949135845123,
0.6556743099324149,
0.6724430090090517,
0.6882203243870728,
0.7030310223492996,
0.7169037289304142,
0.7298697875959597,
0.7419624579981406,
0.7532163617304546,
0.7636670975601256,
0.7733509650235916,
0.7823047505817834,
0.7905655440949271,
0.7981705648132066,
0.8051569852522075,
0.8115617482837048,
0.8174213777123459,
0.8227717858004543
],
[
0.5318952983968473,
0.5080287613924993,
0.48392982815460484,
0.4598090557213829,
0.43590575765979683,
0.41249354967224183,
0.3898885186127112,
0.3684593491089695,
0.34863706692144925,
0.330919730249362,
0.31586491284324675,
0.30406148964139923,
0.29607454031839703,
0.2923660170013764,
0.29320882040916063,
0.2986246082704206,
0.308372431967613,
0.3219928675121701,
0.3388867198275904,
0.35839801668050325,
0.3798798779271972,
0.40273651558866264,
0.42644454152607053,
0.4505600026549815,
0.4747169023447511,
0.49862119078438394,
0.5220426566649982,
0.5448061267122648,
0.5667827746391941,
0.5878819938675508,
0.6080440821225583,
0.6272338554116129,
0.6454352214952576,
0.6626466831947536,
0.6788777018810059,
0.6941458266423781,
0.7084744817062074,
0.7218913011011968,
0.7344269030562004,
0.7461140052400872,
0.7569867938801387,
0.7670804735058926,
0.7764309382610963,
0.7850745193966672,
0.7930477759750413,
0.8003873065242866,
0.8071295681599844,
0.8133106965181158,
0.8189663248296418,
0.8241314038274085
],
[
0.5388753901277764,
0.5156146695982129,
0.49216393873024905,
0.46874024192171404,
0.4455915906718128,
0.4230022264364029,
0.4012995515594429,
0.3808615395893856,
0.36212184450916707,
0.345567958982599,
0.33172636767579433,
0.32112905128346986,
0.314259627405759,
0.3114857043600797,
0.3129942594083861,
0.3187521753577287,
0.32850758484421033,
0.34183095428020466,
0.3581791884396884,
0.3769616298186614,
0.3975932775997805,
0.41953023268591877,
0.4422891433216132,
0.4654549881381285,
0.4886814090711378,
0.5116867276556913,
0.5342477013275414,
0.5561922967220246,
0.5773922608295571,
0.5977559666292752,
0.6172218187378185,
0.6357523778847386,
0.6533292746716813,
0.6699489200871138,
0.6856189759280658,
0.7003555186719103,
0.7141808126279982,
0.7271216000474617,
0.7392078151928656,
0.7504716342585479,
0.7609467817553547,
0.770668025000189,
0.7796708003856421,
0.7879909271104284,
0.7956643752566529,
0.8027270649908151,
0.8092146819568262,
0.8151625005261974,
0.8206052115231215,
0.8255767545008981
],
[
0.5469249250903374,
0.5243415923511142,
0.5016062333221647,
0.478939805448151,
0.4565957274278197,
0.434864639490368,
0.41407992020431866,
0.3946224237050009,
0.3769215156790794,
0.361448146165437,
0.34869521357320016,
0.33914198898032216,
0.3332038181554495,
0.3311752849547422,
0.3331815450304601,
0.3391537314529594,
0.34883721503008,
0.3618291723480397,
0.37763207930001036,
0.3957078024562665,
0.4155217787107846,
0.4365734675445228,
0.4584140655459606,
0.48065450999293086,
0.502966935044246,
0.5250820893189023,
0.546784464769917,
0.567906286619846,
0.5883211043387909,
0.6079374576101635,
0.6266929168161536,
0.6445486782965533,
0.6614848093918675,
0.6774961759380792,
0.6925890395815965,
0.7067782806174729,
0.7200851816265897,
0.7325356959986985,
0.7441591216462423,
0.7549871021169174,
0.7650528833006929,
0.7743907625563988,
0.783035677106816,
0.7910228889476221,
0.7983877335018923,
0.8051654082803992,
0.8113907855454838,
0.8170982392719062,
0.8223214815444065,
0.8270934070250625
],
[
0.5559752947974671,
0.5341371204911096,
0.5121810392005098,
0.49032937405484345,
0.4688376332169773,
0.447998592968669,
0.4281463335913349,
0.4096585208396898,
0.39295411242043665,
0.3784828322235597,
0.36670294482624216,
0.3580459220686224,
0.35287086627106956,
0.35141703445706296,
0.3537667533461826,
0.35983016999713074,
0.36935669942846433,
0.3819688799018462,
0.39720787507841426,
0.4145790427871652,
0.433589640128765,
0.4537755804109289,
0.4747177387205173,
0.49604997674798124,
0.5174613321984608,
0.5386944304497385,
0.5595416325289703,
0.5798399620651152,
0.5994655090922939,
0.6183277726658974,
0.6363642439509849,
0.6535354195047837,
0.6698203534615236,
0.6852127973348229,
0.6997179317653148,
0.7133496626230893,
0.72612843230452,
0.7380794841193022,
0.7492315117704695,
0.7596156255841725,
0.7692645709206601,
0.7782121407794471,
0.7864927328402597,
0.7941410100843618,
0.8011916329518656,
0.8076790391515863,
0.8136372543881274,
0.8190997232135934,
0.8240991538942064,
0.828667374654337
],
[
0.5659376859105395,
0.5449064293041535,
0.5237879719326212,
0.5028035849336677,
0.48220770107973393,
0.46229121094661313,
0.44338405691864075,
0.42585539755501256,
0.4101087867333691,
0.39656939392394314,
0.38566090408167636,
0.37777193224003836,
0.373215538534402,
0.3721895715122383,
0.3747478558323749,
0.3807905829500344,
0.3900766335987278,
0.4022536741229671,
0.41689734970877373,
0.4335505115834439,
0.4517561777235687,
0.4710815661653101,
0.4911333367206424,
0.5115656113150314,
0.5320827051894349,
0.5524382945910307,
0.5724323556564493,
0.5919068326728099,
0.6107406983035503,
0.6288448553462868,
0.6461571798939174,
0.6626378994793289,
0.6782654224247684,
0.6930326771684764,
0.7069439775456626,
0.7200123987534673,
0.7322576269972348,
0.7437042320341224,
0.7543803046170824,
0.7643163988888095,
0.7735447218297521,
0.7820985167564779,
0.790011594543935,
0.7973179738056456,
0.8040515989805634,
0.8102461125951708,
0.8159346645187543,
0.8211497465882781,
0.8259230454561832,
0.8302853099198033
],
[
0.576706993838453,
0.5565365929308999,
0.5363066448435044,
0.5162351638941871,
0.4965726365895843,
0.4776044893934173,
0.4596523636990836,
0.44307256158341746,
0.42824945852880025,
0.41558157269876445,
0.4054588072985165,
0.3982314666689753,
0.394174762596925,
0.39345558724564517,
0.3961096117543754,
0.4020349472116213,
0.41100399166489776,
0.4226898272472223,
0.43670017931398625,
0.4526116633119802,
0.4699991028777364,
0.4884574970822255,
0.5076164761579403,
0.5271483576427446,
0.546771341774425,
0.5662493126655758,
0.5853894376535645,
0.6040384556786801,
0.6220782896536776,
0.6394214230798337,
0.6560063394112001,
0.6717932202177829,
0.6867600233083397,
0.7008990064578765,
0.7142137210598081,
0.7267164696808045,
0.7384262000489186,
0.7493667939242081,
0.7595657013087861,
0.7690528673822559,
0.7778599002945291,
0.7860194314748205,
0.7935646254799169,
0.8005288027846708,
0.8069451456338226,
0.8128464636004691,
0.8182650014576531,
0.8232322771295218,
0.827778941730431,
0.8319346570029916
],
[
0.5881662660624126,
0.5689015311961636,
0.549602131597523,
0.530480891469054,
0.5117818674182129,
0.493782005513147,
0.47679127338309546,
0.46114979178658844,
0.44722013890694173,
0.43537310308019933,
0.42596605354278994,
0.4193149451398411,
0.4156634720369155,
0.41515511839954977,
0.41781454998258843,
0.4235431045053433,
0.43212945485586857,
0.443272457250332,
0.45661058612214833,
0.4717520350741385,
0.4883010516940252,
0.5058782328763507,
0.524134369181193,
0.5427585759688575,
0.5614819246595985,
0.5800778213248973,
0.5983602019304058,
0.6161803765121608,
0.6334231341878749,
0.6500025428520815,
0.6658577425126748,
0.6809489315318167,
0.6952536715745307,
0.708763582664464,
0.7214814593858213,
0.7334188096408393,
0.7445937962642045,
0.7550295476314673,
0.7647527949278593,
0.7737927898791711,
0.7821804564892285,
0.7899477327524559,
0.7971270625700382,
0.803751003450277,
0.8098519213927223,
0.8154617501458332,
0.8206117974240674,
0.8253325854300214,
0.8296537170161614,
0.8336037619935099
],
[
0.6001912271060152,
0.5818670531046869,
0.5635305443525914,
0.5453877053114692,
0.5276741112740271,
0.5106558160653675,
0.49462854124160427,
0.4799138662882988,
0.4668509544241896,
0.45578257616841317,
0.44703506111812774,
0.4408933743416209,
0.4375744728160574,
0.4372037166520212,
0.4397994718087014,
0.44526960210238964,
0.4534206551377829,
0.46397739021011564,
0.4766082004046141,
0.49095158964343094,
0.5066398976912467,
0.5233181221316339,
0.5406572226281409,
0.5583623307250178,
0.5761767944945171,
0.5938831058188486,
0.6113016628679337,
0.6282881423548943,
0.6447300704530065,
0.6605430205186413,
0.675666738260867,
0.6900613980165726,
0.703704121289468,
0.7165858348013261,
0.7287085053613443,
0.7400827595742691,
0.750725875468836,
0.7606601188761541,
0.7699113885491944,
0.7785081295311856,
0.7864804732185643,
0.7938595640764279,
0.8006770362858027,
0.8069646080570053,
0.8127537663585578,
0.8180755199237376,
0.8229602032569496,
0.8274373187276239,
0.8315354075651934,
0.8352819435916815
],
[
0.6126545367077193,
0.5952955882907037,
0.5779442518774909,
0.5607983938359056,
0.5440834930371574,
0.528052887737449,
0.5129862227285206,
0.4991850193593616,
0.4869642260122126,
0.4766388973400847,
0.4685059430450851,
0.46282217714988244,
0.459781410869975,
0.4594945022150556,
0.4619764494816943,
0.46714344027629157,
0.4748205209637387,
0.48475809387118945,
0.4966537431217764,
0.5101754443224212,
0.5249828895581342,
0.5407449083453868,
0.5571522207218641,
0.5739256840406848,
0.590820710353675,
0.6076287139214964,
0.6241764239638866,
0.640323774913108,
0.6559609359365693,
0.671004900012466,
0.6853959344328504,
0.6990941012733289,
0.7120759850592553,
0.72433171124845,
0.7358622992708417,
0.7466773645839124,
0.7567931631922925,
0.766230957621561,
0.7750156741178053,
0.7831748158065178,
0.7907375947850995,
0.7977342468479457,
0.8041954950454976,
0.8101521319388029,
0.8156346947008843,
0.8206732117041239,
0.8252970035862438,
0.829534525768454,
0.8334132428570515,
0.8369595282179669
],
[
0.6254295533960994,
0.6090503478605345,
0.5926964476438434,
0.5765565623676475,
0.5608448707507078,
0.5458007083095435,
0.5316864594408613,
0.5187827706635537,
0.5073802179936847,
0.4977668731863422,
0.4902119084300688,
0.4849464208941049,
0.48214381299874953,
0.4819029067799514,
0.48423703941427654,
0.4890714499563358,
0.4962495360261584,
0.505546648078555,
0.516688696163247,
0.5293723750250888,
0.5432842221073562,
0.5581166437706468,
0.5735800538486339,
0.58941107680686,
0.6053772708078642,
0.6212790521336752,
0.6369495362515668,
0.6522529384508751,
0.6670820619010001,
0.6813552808974782,
0.6950133200021367,
0.7080160417030692,
0.7203393859580015,
0.7319725519590013,
0.7429154725924985,
0.7531766026092557,
0.7627710202464102,
0.7717188272416072,
0.7800438225145285,
0.787772419196808,
0.7949327722795556,
0.8015540841556746,
0.807666057096732,
0.8132984646437259,
0.8184808175163041,
0.8232421035519905,
0.8276105850596474,
0.8316136405781285,
0.8352776412181757,
0.8386278544474957
],
[
0.6383934876728385,
0.6229987910082958,
0.6076449384158956,
0.5925107398526985,
0.5777982399200307,
0.5637319507652097,
0.5505563545242219,
0.5385309678405981,
0.5279223283711644,
0.5189925693312697,
0.5119848408067573,
0.5071066656471368,
0.5045131916962053,
0.504292906069893,
0.5064583870557698,
0.5109439324229973,
0.5176105756878802,
0.5262575198397555,
0.5366378862018195,
0.5484762138976848,
0.5614853620386165,
0.5753811269440469,
0.5898936806079897,
0.6047756254902974,
0.6198069326735574,
0.6347972800661117,
0.6495863858230279,
0.6640429040250844,
0.6780623688993745,
0.6915645766450191,
0.7044907003702415,
0.7168003526926628,
0.7284687446042253,
0.7394840374490798,
0.7498449452899555,
0.7595586153384324,
0.7686387925233366,
0.7771042590398994,
0.7849775295495993,
0.7922837765261884,
0.7990499571907673,
0.8053041128064974,
0.8110748121754948,
0.816390713450439,
0.8212802213789674,
0.8257712204590135,
0.8298908678965519,
0.8336654334986686,
0.8371201765498512,
0.8402792522154624
],
[
0.6514299157565496,
0.6370153740384441,
0.6226551375137565,
0.60851761920551,
0.5947922171293016,
0.5816881927150093,
0.5694319247578747,
0.5582619845149024,
0.548421573937653,
0.5401481540234602,
0.5336605857127817,
0.5291447582215378,
0.5267393365558775,
0.5265236902637981,
0.528510043030364,
0.5326413074005355,
0.5387950546956369,
0.5467929246218903,
0.5564138658910113,
0.5674091666892199,
0.5795173196152291,
0.5924772245010238,
0.6060388435398952,
0.6199709958633105,
0.6340664057460137,
0.6481443739939948,
0.6620515513374436,
0.6756613009442296,
0.6888720879759809,
0.701605260019728,
0.71380250372019,
0.7254231908379085,
0.7364417657206295,
0.7468452766354859,
0.7566311146646191,
0.7658049943785857,
0.7743791886574027,
0.7823710143745641,
0.7898015549621719,
0.7966945991102721,
0.8030757711657909,
0.8089718274657373,
0.8144100932527326,
0.8194180164567956,
0.8240228170459473,
0.828251213487222,
0.8321292108303465,
0.8356819378097808,
0.8389335230023186,
0.8419070023795356
],
[
0.6644306819636789,
0.6509836209599993,
0.6376023135418919,
0.6244444926054444,
0.6116866702781523,
0.5995227540706836,
0.588161169390968,
0.5778200635126924,
0.5687202757581654,
0.5610760145270648,
0.5550835895971193,
0.550909056954964,
0.5486761239230402,
0.548455966500064,
0.5502605715396536,
0.5540407684314572,
0.5596893412018402,
0.567048729121611,
0.5759220929554142,
0.5860861352013652,
0.5973040647144545,
0.6093374037398659,
0.6219557952039736,
0.634944432932488,
0.6481091114964933,
0.661279139271362,
0.6743084853354199,
0.6870755669055543,
0.6994820621572799,
0.7114510812519506,
0.7229249655785929,
0.7338629232457236,
0.7442386536111996,
0.7540380673235884,
0.7632571711231204,
0.771900157693092,
0.7799777189919005,
0.7875055855287101,
0.7945032828741134,
0.8009930893673088,
0.8069991746796285,
0.8125468969288812,
0.8176622358212621,
0.8223713403276933,
0.8267001712592467,
0.8306742214449004,
0.8343182987565518,
0.8376563597575384,
0.8407113841177967,
0.843505282039748
],
[
0.6772972490247048,
0.6647975864008032,
0.6523731760675661,
0.6401709713491684,
0.628354587404436,
0.6171027370623285,
0.6066063165033367,
0.5970638227719369,
0.588674897403558,
0.5816320141728052,
0.5761106604461443,
0.572258755404321,
0.5701864124469573,
0.5699573659495346,
0.5715833356353762,
0.5750222531610177,
0.5801806854446612,
0.5869201105027718,
0.5950661207613805,
0.6044192899561858,
0.6147663924677741,
0.6258908615521298,
0.6375817114405696,
0.6496405171889106,
0.6618863644869747,
0.6741589099282138,
0.6863198259264732,
0.698252959695459,
0.7098635360426117,
0.7210767015387701,
0.7318356601780249,
0.7420995994390575,
0.7518415573602243,
0.761046339067347,
0.7697085562131981,
0.7778308348734763,
0.785422215898598,
0.7924967556425632,
0.7990723234634051,
0.805169584567663,
0.8108111519045053,
0.8160208882531711,
0.8208233388314138,
0.825243275206118,
0.8293053326088216,
0.8330337246161575,
0.8364520212804275,
0.8395829789805827,
0.8424484123556062,
0.845069100576268
],
[
0.6899415681576184,
0.6783627923229972,
0.6668668880934661,
0.6555900856186686,
0.6446832798968507,
0.6343103570675748,
0.624645317657259,
0.6158679651336277,
0.6081580361876414,
0.6016878408080459,
0.5966137468504346,
0.5930671465035864,
0.5911458106488672,
0.59090668428411,
0.5923611272340971,
0.5954733326944399,
0.6001622058783879,
0.6063064639413778,
0.6137522597280883,
0.622322343527004,
0.6318257043074125,
0.6420667519166057,
0.6528533456214088,
0.6640032612649981,
0.6753489535250902,
0.6867406733670885,
0.6980481324388953,
0.7091609727204644,
0.7199883167903476,
0.7304576586814235,
0.7405133220466693,
0.7501146718944242,
0.7592342253299494,
0.7678557694027529,
0.7759725620766728,
0.783585665993015,
0.7907024438511758,
0.7973352283074473,
0.8035001675879964,
0.8092162398156716,
0.8145044236993251,
0.8193870101345041,
0.8238870378950804,
0.8280278365078816,
0.8318326602156578,
0.8353243983304872,
0.8385253490022385,
0.8414570452726126,
0.8441401241028458,
0.8465942307460239
],
[
0.7022865418522387,
0.6915967191009231,
0.6809955922966244,
0.670608855374631,
0.6605750121415641,
0.6510436524765701,
0.642172669747869,
0.6341242561824607,
0.6270596126671757,
0.6211324709425255,
0.6164817387187786,
0.6132238095378263,
0.6114452762243611,
0.6111968870412586,
0.6124895360024835,
0.6152928667069988,
0.6195367249644753,
0.6251152956766566,
0.6318933990371154,
0.6397141801923828,
0.6484073440193955,
0.6577971536666506,
0.6677095835280159,
0.6779782363781326,
0.6884488489833629,
0.6989823867683433,
0.7094568516363517,
0.7197679984314429,
0.7298291840620295,
0.7395705712968491,
0.7489378884006584,
0.7578909154383779,
0.7664018348060705,
0.7744535514503924,
0.7820380595517479,
0.7891549081341869,
0.7958097983031689,
0.8020133293362762,
0.8077798991835696,
0.8131267565172395,
0.8180731957452271,
0.8226398828461746,
0.8268482980205707,
0.8307202805699756,
0.834277661755638,
0.8375419723491817,
0.840534212924901,
0.843274676459678,
0.8457828143534045,
0.848077138452714
],
[
0.7142661477418722,
0.7044289254759523,
0.6946845309951365,
0.6851484166439737,
0.6759471445605176,
0.6672166612881221,
0.6590996505900538,
0.6517418542560381,
0.6452873400022711,
0.639872829791515,
0.6356213700523073,
0.6326358010571783,
0.630992626410798,
0.6307369506711494,
0.6318791086537806,
0.6343934440129977,
0.6382194312112812,
0.6432650281745631,
0.6494118647182273,
0.6565216733560724,
0.6644432864830538,
0.6730195559510058,
0.6820936697368724,
0.6915145049496555,
0.7011408274686107,
0.710844297367814,
0.72051135092374,
0.7300441012248027,
0.7393604348258132,
0.7483934898418008,
0.7570906903091537,
0.7654124903627535,
0.7733309557315377,
0.7808282832993191,
0.787895334489188,
0.794530236311289,
0.8007370855748164,
0.8065247770231553,
0.811905964746299,
0.8168961577610148,
0.8215129446816148,
0.8257753384881514,
0.8297032301177694,
0.8333169385829183,
0.836636845228102,
0.8396831002938564,
0.8424753909293874,
0.8450327609958391,
0.8473734742849972,
0.849514914036241
],
[
0.7258252852941354,
0.7168008644911288,
0.7078718322297504,
0.6991437806951252,
0.6907318724205498,
0.6827591515881692,
0.6753540604169566,
0.6686470907244076,
0.6627665788902264,
0.6578337627478656,
0.6539573510499465,
0.6512279890957376,
0.649713108303078,
0.6494526913188413,
0.6504564439508731,
0.6527027350240793,
0.6561394630063899,
0.6606867725837596,
0.6662413238864907,
0.6726816552984297,
0.6798741034779217,
0.6876787541094662,
0.6959549768500205,
0.7045662197150697,
0.7133838723188356,
0.7222901305278656,
0.7311798930475698,
0.7399617880257565,
0.748558466338621,
0.7569063130018504,
0.7649547256404,
0.7726650953963847,
0.7800096061921507,
0.7869699466776247,
0.7935360079970554,
0.7997046212096725,
0.8054783715447144,
0.8108645129138389,
0.8158739951797999,
0.8205206083482138,
0.8248202417807216,
0.8287902523640289,
0.832448932955529,
0.8358150710312802,
0.8389075869888809,
0.8417452417477985,
0.8443464039250338,
0.8467288677664024,
0.8489097140428506,
0.8509052071716703
],
[
0.7369194002500505,
0.7286654554191893,
0.720508027463093,
0.7125432975858497,
0.7048756385084716,
0.6976159914769015,
0.6908795635528245,
0.684782805189028,
0.6794396952152081,
0.6749574501198768,
0.6714318777122449,
0.6689426953489002,
0.6675492080192329,
0.6672867692874521,
0.6681644123115255,
0.6701639357855674,
0.6732405739598599,
0.677325198602263,
0.682327828735357,
0.6881420931730643,
0.6946502215714789,
0.7017281363051294,
0.7092502698555283,
0.7170938213125981,
0.725142269392938,
0.7332880595002521,
0.7414344662724823,
0.7494966947945512,
0.7574023225706964,
0.7650912032819704,
0.7725149567937091,
0.7796361626089359,
0.7864273602429933,
0.7928699431846047,
0.7989530156196688,
0.8046722644959694,
0.8100288847059387,
0.8150285825858962,
0.819680672674937,
0.8239972746431911,
0.8279926112707059,
0.8316824040619045,
0.8350833602265916,
0.8382127430636388,
0.8410880169857201,
0.8437265582895843,
0.8461454231059254,
0.8483611645893213,
0.8503896921983951,
0.8522461667668941
],
[
0.7475139355216004,
0.7399864653794906,
0.7325553602724667,
0.7253078899696583,
0.7183382930544865,
0.711746240509454,
0.7056347224438471,
0.7001073396022055,
0.69526503809933,
0.6912023982724114,
0.6880036687355086,
0.6857388117923424,
0.6844598801716082,
0.6841980617490359,
0.684961697667927,
0.6867354985634216,
0.6894810633879351,
0.6931386655997781,
0.6976301373001669,
0.7028625767420167,
0.7087325442480228,
0.7151304007970045,
0.7219444766664216,
0.7290648216108598,
0.7363863674214458,
0.7438114139413076,
0.7512514201060524,
0.7586281363684835,
0.765874152143737,
0.7729329528634836,
0.7797585887495291,
0.7863150550223732,
0.7925754743436855,
0.7985211597233528,
0.8041406220990653,
0.8094285728580976,
0.8143849586947469,
0.8190140549249628,
0.823323633940088,
0.8273242178906784,
0.8310284188329901,
0.8344503652540388,
0.8376052108904867,
0.8405087198380607,
0.8431769208867129,
0.8456258236063181,
0.8478711887674045,
0.8499283460578941,
0.8518120526248987,
0.8535363866323045
]
]
},
{
"hoverinfo": "text",
"legendgroup": "In-sample",
"marker": {
"color": "black",
"opacity": 0.5,
"symbol": 1
},
"mode": "markers",
"name": "In-sample",
"text": [
"0_0",
"0_1",
"0_2",
"0_3",
"0_4",
"1_0",
"2_0",
"3_0",
"4_0",
"5_0",
"6_0",
"7_0",
"8_0",
"9_0",
"10_0",
"11_0",
"12_0",
"13_0",
"14_0",
"15_0"
],
"type": "scatter",
"x": [
0.38106295466423035,
0.5714331613853574,
0.9940469190478325,
0.05368025414645672,
0.14404508098959923,
0.21402312977672144,
0.23368678675473936,
0.2695840523647807,
0.28786552437891116,
0.33628956190460435,
0.31877410372943027,
0.3432562593243645,
0.4029554017943542,
0.29344380526290775,
0.2766073339486667,
0.28444589245527574,
0.25978571562464603,
0.253100100741427,
0.23045448220050552,
0.22802969059488018
],
"xaxis": "x",
"y": [
0.9076640009880066,
0.37804469745606184,
0.7287261886522174,
0.19566240813583136,
0.565068706870079,
0.5870826235714043,
0.5432535934048033,
0.6547374710066427,
0.49624718037371707,
0.44762679405781425,
0.4194548139391756,
0.405161645597755,
0.40475648223145516,
0.40069252881734896,
0.448631807409164,
0.3666699557799252,
0.3146734007543431,
0.28475223892777823,
0.20180165419906554,
0.2949615109566719
],
"yaxis": "y"
},
{
"hoverinfo": "text",
"legendgroup": "In-sample",
"marker": {
"color": "black",
"opacity": 0.5,
"symbol": 1
},
"mode": "markers",
"name": "In-sample",
"showlegend": false,
"text": [
"0_0",
"0_1",
"0_2",
"0_3",
"0_4",
"1_0",
"2_0",
"3_0",
"4_0",
"5_0",
"6_0",
"7_0",
"8_0",
"9_0",
"10_0",
"11_0",
"12_0",
"13_0",
"14_0",
"15_0"
],
"type": "scatter",
"x": [
0.38106295466423035,
0.5714331613853574,
0.9940469190478325,
0.05368025414645672,
0.14404508098959923,
0.21402312977672144,
0.23368678675473936,
0.2695840523647807,
0.28786552437891116,
0.33628956190460435,
0.31877410372943027,
0.3432562593243645,
0.4029554017943542,
0.29344380526290775,
0.2766073339486667,
0.28444589245527574,
0.25978571562464603,
0.253100100741427,
0.23045448220050552,
0.22802969059488018
],
"xaxis": "x2",
"y": [
0.9076640009880066,
0.37804469745606184,
0.7287261886522174,
0.19566240813583136,
0.565068706870079,
0.5870826235714043,
0.5432535934048033,
0.6547374710066427,
0.49624718037371707,
0.44762679405781425,
0.4194548139391756,
0.405161645597755,
0.40475648223145516,
0.40069252881734896,
0.448631807409164,
0.3666699557799252,
0.3146734007543431,
0.28475223892777823,
0.20180165419906554,
0.2949615109566719
],
"yaxis": "y2"
}
],
"layout": {
"annotations": [
{
"font": {
"size": 14
},
"showarrow": false,
"text": "Mean",
"x": 0.25,
"xanchor": "center",
"xref": "paper",
"y": 1,
"yanchor": "bottom",
"yref": "paper"
},
{
"font": {
"size": 14
},
"showarrow": false,
"text": "Standard Error",
"x": 0.8,
"xanchor": "center",
"xref": "paper",
"y": 1,
"yanchor": "bottom",
"yref": "paper"
}
],
"autosize": false,
"height": 450,
"hovermode": "closest",
"legend": {
"orientation": "h",
"x": 0,
"y": -0.25
},
"margin": {
"b": 100,
"l": 35,
"pad": 0,
"r": 35,
"t": 35
},
"template": {
"data": {
"bar": [
{
"error_x": {
"color": "#2a3f5f"
},
"error_y": {
"color": "#2a3f5f"
},
"marker": {
"line": {
"color": "#E5ECF6",
"width": 0.5
},
"pattern": {
"fillmode": "overlay",
"size": 10,
"solidity": 0.2
}
},
"type": "bar"
}
],
"barpolar": [
{
"marker": {
"line": {
"color": "#E5ECF6",
"width": 0.5
},
"pattern": {
"fillmode": "overlay",
"size": 10,
"solidity": 0.2
}
},
"type": "barpolar"
}
],
"carpet": [
{
"aaxis": {
"endlinecolor": "#2a3f5f",
"gridcolor": "white",
"linecolor": "white",
"minorgridcolor": "white",
"startlinecolor": "#2a3f5f"
},
"baxis": {
"endlinecolor": "#2a3f5f",
"gridcolor": "white",
"linecolor": "white",
"minorgridcolor": "white",
"startlinecolor": "#2a3f5f"
},
"type": "carpet"
}
],
"choropleth": [
{
"colorbar": {
"outlinewidth": 0,
"ticks": ""
},
"type": "choropleth"
}
],
"contour": [
{
"colorbar": {
"outlinewidth": 0,
"ticks": ""
},
"colorscale": [
[
0.0,
"#0d0887"
],
[
0.1111111111111111,
"#46039f"
],
[
0.2222222222222222,
"#7201a8"
],
[
0.3333333333333333,
"#9c179e"
],
[
0.4444444444444444,
"#bd3786"
],
[
0.5555555555555556,
"#d8576b"
],
[
0.6666666666666666,
"#ed7953"
],
[
0.7777777777777778,
"#fb9f3a"
],
[
0.8888888888888888,
"#fdca26"
],
[
1.0,
"#f0f921"
]
],
"type": "contour"
}
],
"contourcarpet": [
{
"colorbar": {
"outlinewidth": 0,
"ticks": ""
},
"type": "contourcarpet"
}
],
"heatmap": [
{
"colorbar": {
"outlinewidth": 0,
"ticks": ""
},
"colorscale": [
[
0.0,
"#0d0887"
],
[
0.1111111111111111,
"#46039f"
],
[
0.2222222222222222,
"#7201a8"
],
[
0.3333333333333333,
"#9c179e"
],
[
0.4444444444444444,
"#bd3786"
],
[
0.5555555555555556,
"#d8576b"
],
[
0.6666666666666666,
"#ed7953"
],
[
0.7777777777777778,
"#fb9f3a"
],
[
0.8888888888888888,
"#fdca26"
],
[
1.0,
"#f0f921"
]
],
"type": "heatmap"
}
],
"heatmapgl": [
{
"colorbar": {
"outlinewidth": 0,
"ticks": ""
},
"colorscale": [
[
0.0,
"#0d0887"
],
[
0.1111111111111111,
"#46039f"
],
[
0.2222222222222222,
"#7201a8"
],
[
0.3333333333333333,
"#9c179e"
],
[
0.4444444444444444,
"#bd3786"
],
[
0.5555555555555556,
"#d8576b"
],
[
0.6666666666666666,
"#ed7953"
],
[
0.7777777777777778,
"#fb9f3a"
],
[
0.8888888888888888,
"#fdca26"
],
[
1.0,
"#f0f921"
]
],
"type": "heatmapgl"
}
],
"histogram": [
{
"marker": {
"pattern": {
"fillmode": "overlay",
"size": 10,
"solidity": 0.2
}
},
"type": "histogram"
}
],
"histogram2d": [
{
"colorbar": {
"outlinewidth": 0,
"ticks": ""
},
"colorscale": [
[
0.0,
"#0d0887"
],
[
0.1111111111111111,
"#46039f"
],
[
0.2222222222222222,
"#7201a8"
],
[
0.3333333333333333,
"#9c179e"
],
[
0.4444444444444444,
"#bd3786"
],
[
0.5555555555555556,
"#d8576b"
],
[
0.6666666666666666,
"#ed7953"
],
[
0.7777777777777778,
"#fb9f3a"
],
[
0.8888888888888888,
"#fdca26"
],
[
1.0,
"#f0f921"
]
],
"type": "histogram2d"
}
],
"histogram2dcontour": [
{
"colorbar": {
"outlinewidth": 0,
"ticks": ""
},
"colorscale": [
[
0.0,
"#0d0887"
],
[
0.1111111111111111,
"#46039f"
],
[
0.2222222222222222,
"#7201a8"
],
[
0.3333333333333333,
"#9c179e"
],
[
0.4444444444444444,
"#bd3786"
],
[
0.5555555555555556,
"#d8576b"
],
[
0.6666666666666666,
"#ed7953"
],
[
0.7777777777777778,
"#fb9f3a"
],
[
0.8888888888888888,
"#fdca26"
],
[
1.0,
"#f0f921"
]
],
"type": "histogram2dcontour"
}
],
"mesh3d": [
{
"colorbar": {
"outlinewidth": 0,
"ticks": ""
},
"type": "mesh3d"
}
],
"parcoords": [
{
"line": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"type": "parcoords"
}
],
"pie": [
{
"automargin": true,
"type": "pie"
}
],
"scatter": [
{
"marker": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"type": "scatter"
}
],
"scatter3d": [
{
"line": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"marker": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"type": "scatter3d"
}
],
"scattercarpet": [
{
"marker": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"type": "scattercarpet"
}
],
"scattergeo": [
{
"marker": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"type": "scattergeo"
}
],
"scattergl": [
{
"marker": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"type": "scattergl"
}
],
"scattermapbox": [
{
"marker": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"type": "scattermapbox"
}
],
"scatterpolar": [
{
"marker": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"type": "scatterpolar"
}
],
"scatterpolargl": [
{
"marker": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"type": "scatterpolargl"
}
],
"scatterternary": [
{
"marker": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"type": "scatterternary"
}
],
"surface": [
{
"colorbar": {
"outlinewidth": 0,
"ticks": ""
},
"colorscale": [
[
0.0,
"#0d0887"
],
[
0.1111111111111111,
"#46039f"
],
[
0.2222222222222222,
"#7201a8"
],
[
0.3333333333333333,
"#9c179e"
],
[
0.4444444444444444,
"#bd3786"
],
[
0.5555555555555556,
"#d8576b"
],
[
0.6666666666666666,
"#ed7953"
],
[
0.7777777777777778,
"#fb9f3a"
],
[
0.8888888888888888,
"#fdca26"
],
[
1.0,
"#f0f921"
]
],
"type": "surface"
}
],
"table": [
{
"cells": {
"fill": {
"color": "#EBF0F8"
},
"line": {
"color": "white"
}
},
"header": {
"fill": {
"color": "#C8D4E3"
},
"line": {
"color": "white"
}
},
"type": "table"
}
]
},
"layout": {
"annotationdefaults": {
"arrowcolor": "#2a3f5f",
"arrowhead": 0,
"arrowwidth": 1
},
"autotypenumbers": "strict",
"coloraxis": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"colorscale": {
"diverging": [
[
0,
"#8e0152"
],
[
0.1,
"#c51b7d"
],
[
0.2,
"#de77ae"
],
[
0.3,
"#f1b6da"
],
[
0.4,
"#fde0ef"
],
[
0.5,
"#f7f7f7"
],
[
0.6,
"#e6f5d0"
],
[
0.7,
"#b8e186"
],
[
0.8,
"#7fbc41"
],
[
0.9,
"#4d9221"
],
[
1,
"#276419"
]
],
"sequential": [
[
0.0,
"#0d0887"
],
[
0.1111111111111111,
"#46039f"
],
[
0.2222222222222222,
"#7201a8"
],
[
0.3333333333333333,
"#9c179e"
],
[
0.4444444444444444,
"#bd3786"
],
[
0.5555555555555556,
"#d8576b"
],
[
0.6666666666666666,
"#ed7953"
],
[
0.7777777777777778,
"#fb9f3a"
],
[
0.8888888888888888,
"#fdca26"
],
[
1.0,
"#f0f921"
]
],
"sequentialminus": [
[
0.0,
"#0d0887"
],
[
0.1111111111111111,
"#46039f"
],
[
0.2222222222222222,
"#7201a8"
],
[
0.3333333333333333,
"#9c179e"
],
[
0.4444444444444444,
"#bd3786"
],
[
0.5555555555555556,
"#d8576b"
],
[
0.6666666666666666,
"#ed7953"
],
[
0.7777777777777778,
"#fb9f3a"
],
[
0.8888888888888888,
"#fdca26"
],
[
1.0,
"#f0f921"
]
]
},
"colorway": [
"#636efa",
"#EF553B",
"#00cc96",
"#ab63fa",
"#FFA15A",
"#19d3f3",
"#FF6692",
"#B6E880",
"#FF97FF",
"#FECB52"
],
"font": {
"color": "#2a3f5f"
},
"geo": {
"bgcolor": "white",
"lakecolor": "white",
"landcolor": "#E5ECF6",
"showlakes": true,
"showland": true,
"subunitcolor": "white"
},
"hoverlabel": {
"align": "left"
},
"hovermode": "closest",
"mapbox": {
"style": "light"
},
"paper_bgcolor": "white",
"plot_bgcolor": "#E5ECF6",
"polar": {
"angularaxis": {
"gridcolor": "white",
"linecolor": "white",
"ticks": ""
},
"bgcolor": "#E5ECF6",
"radialaxis": {
"gridcolor": "white",
"linecolor": "white",
"ticks": ""
}
},
"scene": {
"xaxis": {
"backgroundcolor": "#E5ECF6",
"gridcolor": "white",
"gridwidth": 2,
"linecolor": "white",
"showbackground": true,
"ticks": "",
"zerolinecolor": "white"
},
"yaxis": {
"backgroundcolor": "#E5ECF6",
"gridcolor": "white",
"gridwidth": 2,
"linecolor": "white",
"showbackground": true,
"ticks": "",
"zerolinecolor": "white"
},
"zaxis": {
"backgroundcolor": "#E5ECF6",
"gridcolor": "white",
"gridwidth": 2,
"linecolor": "white",
"showbackground": true,
"ticks": "",
"zerolinecolor": "white"
}
},
"shapedefaults": {
"line": {
"color": "#2a3f5f"
}
},
"ternary": {
"aaxis": {
"gridcolor": "white",
"linecolor": "white",
"ticks": ""
},
"baxis": {
"gridcolor": "white",
"linecolor": "white",
"ticks": ""
},
"bgcolor": "#E5ECF6",
"caxis": {
"gridcolor": "white",
"linecolor": "white",
"ticks": ""
}
},
"title": {
"x": 0.05
},
"xaxis": {
"automargin": true,
"gridcolor": "white",
"linecolor": "white",
"ticks": "",
"title": {
"standoff": 15
},
"zerolinecolor": "white",
"zerolinewidth": 2
},
"yaxis": {
"automargin": true,
"gridcolor": "white",
"linecolor": "white",
"ticks": "",
"title": {
"standoff": 15
},
"zerolinecolor": "white",
"zerolinewidth": 2
}
}
},
"width": 950,
"xaxis": {
"anchor": "y",
"autorange": false,
"domain": [
0.05,
0.45
],
"exponentformat": "e",
"range": [
0.0,
1.0
],
"tickfont": {
"size": 11
},
"tickmode": "auto",
"title": {
"text": "x1"
},
"type": "linear"
},
"xaxis2": {
"anchor": "y2",
"autorange": false,
"domain": [
0.6,
1
],
"exponentformat": "e",
"range": [
0.0,
1.0
],
"tickfont": {
"size": 11
},
"tickmode": "auto",
"title": {
"text": "x1"
},
"type": "linear"
},
"yaxis": {
"anchor": "x",
"autorange": false,
"domain": [
0,
1
],
"exponentformat": "e",
"range": [
0.0,
1.0
],
"tickfont": {
"size": 11
},
"tickmode": "auto",
"title": {
"text": "x2"
},
"type": "linear"
},
"yaxis2": {
"anchor": "x2",
"autorange": false,
"domain": [
0,
1
],
"exponentformat": "e",
"range": [
0.0,
1.0
],
"tickfont": {
"size": 11
},
"tickmode": "auto",
"type": "linear"
}
}
},
"text/html": [
"