{
"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 03-20 17:48:30] ipy_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": [
[
-2.2255256866162596,
-2.2574539626867365,
-2.285381118031121,
-2.3089324361192527,
-2.327770445838545,
-2.341605507802869,
-2.350205572024059,
-2.353404437274645,
-2.3511079274140156,
-2.343297583041907,
-2.330031703998929,
-2.311443797390372,
-2.287738628318017,
-2.259186133575266,
-2.226113494074507,
-2.188895724304385,
-2.1479452326424497,
-2.1037008924029594,
-2.0566171909687014,
-2.00715397397643,
-1.9557671889400148,
-1.9029008913331449,
-1.8489806381194787,
-1.7944082796323373,
-1.7395580785634868,
-1.6847740335490526,
-1.6303682587175796,
-1.5766202625909718,
-1.523776973547734,
-1.4720533697262157,
-1.4216335853067892,
-1.3726723803507148,
-1.325296876483144,
-1.2796084749877612,
-1.2356848870028825,
-1.1935822173587083,
-1.1533370541707615,
-1.1149685256563684,
-1.0784802938438633,
-1.0438624619790882,
-1.0110933785835723,
-0.9801413263649058,
-0.9509660886023584,
-0.9235203893081366,
-0.8977512064736239,
-0.873600960124892,
-0.8510085788045205,
-0.8299104495355221,
-0.8102412573720368,
-0.7919347213598699
],
[
-2.268572266020321,
-2.3019876973528985,
-2.3312523601817863,
-2.3559617284443624,
-2.3757495330552985,
-2.3902996969530688,
-2.399357513454113,
-2.4027392648967973,
-2.4003395498374207,
-2.3921357878101372,
-2.378189653177995,
-2.3586454629956743,
-2.333725728486278,
-2.3037241694006667,
-2.268996552545883,
-2.229949816025191,
-2.1870300736882236,
-2.1407101937799267,
-2.0914776509404076,
-2.039823251381603,
-1.9862311628066582,
-1.9311704938289274,
-1.8750885019773909,
-1.8184053847657373,
-1.7615105278372707,
-1.7047600412199708,
-1.6484753991295673,
-1.592943000846515,
-1.5384144823439234,
-1.485107625297637,
-1.4332077286003782,
-1.3828693257023739,
-1.3342181481136333,
-1.2873532508734609,
-1.242349229652424,
-1.1992584714637462,
-1.1581133918352309,
-1.118928620847338,
-1.0817031087883566,
-1.0464221294135976,
-1.0130591650133338,
-0.9815776627794573,
-0.9519326563959455,
-0.9240722504439992,
-0.8979389681884216,
-0.8734709656753477,
-0.8506031168979077,
-0.829267976147866,
-0.8093966246353127,
-0.7909194090878192
],
[
-2.3080835115554934,
-2.3429178843747285,
-2.373461933525454,
-2.3992811662640174,
-2.419979984718413,
-2.43521502051603,
-2.4447078408875216,
-2.4482560846361943,
-2.445742130428876,
-2.437138605628314,
-2.42251036420483,
-2.402012890807173,
-2.375887326201798,
-2.3444524475726567,
-2.308094054992508,
-2.267252379280337,
-2.2224083057658204,
-2.174069308125681,
-2.1227559420310893,
-2.06898957307273,
-2.013281772857199,
-1.9561255806399385,
-1.8979886390651968,
-1.8393080857275532,
-1.7804870117019618,
-1.721892269742176,
-1.6638534135988257,
-1.606662563843129,
-1.55057501645939,
-1.49581043331935,
-1.4425544758466686,
-1.3909607635623085,
-1.3411530574275554,
-1.2932275840183356,
-1.247255430766707,
-1.2032849550124982,
-1.1613441606133263,
-1.1214430055209648,
-1.0835756121689397,
-1.0477223598307377,
-1.0138518443870574,
-0.981922696265916,
-0.9518852517705136,
-0.9236830766674891,
-0.897254343852873,
-0.8725330692258022,
-0.8494502116594583,
-0.8279346442410119,
-0.8079140048290855,
-0.7893154345148145
],
[
-2.343509409880358,
-2.3796643018257138,
-2.411401320449037,
-2.438256560439096,
-2.4598052571796707,
-2.475676523155247,
-2.4855676417263153,
-2.4892568431885382,
-2.486613491194209,
-2.477604800150329,
-2.462298543453395,
-2.440861585412721,
-2.4135543703072155,
-2.3807217230589623,
-2.342780538149044,
-2.3002051986330714,
-2.2535117978951034,
-2.2032423088780835,
-2.1499497103974656,
-2.0941847960198947,
-2.0364850635947525,
-1.9773657991382696,
-1.9173132674684008,
-1.8567798051610354,
-1.7961805605737986,
-1.7358916179214883,
-1.6762492583539084,
-1.617550137365803,
-1.5600521868087274,
-1.503976077344789,
-1.4495071018525416,
-1.3967973618033613,
-1.3459681572607949,
-1.2971124973587647,
-1.2502976623025919,
-1.2055677604328485,
-1.16294623492523,
-1.1224382844254999,
-1.0840331704447177,
-1.047706391748112,
-1.013421712332911,
-0.9811330349764623,
-0.9507861168205531,
-0.9223201271198695,
-0.895669050204305,
-0.8707629389708479,
-0.8475290259145377,
-0.8258926999105434,
-0.8057783577470544,
-0.7871101398522876
],
[
-2.374308895048644,
-2.4116527500966622,
-2.444464757795447,
-2.4722529938514795,
-2.494564559717228,
-2.511001666390568,
-2.521237510619712,
-2.5250307512529395,
-2.5222373456281613,
-2.512818664483653,
-2.496845131509959,
-2.4744950241638057,
-2.446048437114678,
-2.4118767590857964,
-2.372428410876056,
-2.328212009059104,
-2.279778399942575,
-2.2277030069224564,
-2.1725696534318457,
-2.114956595494912,
-2.055425075770724,
-1.9945103895655016,
-1.9327152568220571,
-1.8705052026526037,
-1.8083056279176157,
-1.7465002690388511,
-1.6854307804427333,
-1.6253972108062167,
-1.5666591794167142,
-1.5094375893297067,
-1.4539167395439905,
-1.400246719859917,
-1.3485459903362755,
-1.2989040630766604,
-1.2513842180025185,
-1.206026196656116,
-1.1628488291265509,
-1.1218525590181776,
-1.0830218400483331,
-1.0463273854173927,
-1.0117282575863733,
-0.9791737915821218,
-0.948605349495724,
-0.9199579075245019,
-0.8931614798179591,
-0.8681423856129201,
-0.8448243677728993,
-0.8231295719688563,
-0.8029793964351726,
-0.7842952225817473
],
[
-2.399966784101675,
-2.438333181527441,
-2.472068434848409,
-2.500654915405552,
-2.5236136355986747,
-2.5405215695775696,
-2.551029030348845,
-2.5548758187997387,
-2.5519047584819234,
-2.5420713370114196,
-2.5254484534364194,
-2.5022256356118184,
-2.472702509432764,
-2.4372768301025802,
-2.3964280460953153,
-2.350697994443115,
-2.300670643047551,
-2.2469526560771103,
-2.190156066942455,
-2.130883740220497,
-2.0697177908311373,
-2.0072107918184705,
-1.943879433357583,
-1.8802002456866755,
-1.8166070153843163,
-1.7534895694477695,
-1.6911936525273994,
-1.6300216689490918,
-1.5702340995306887,
-1.5120514339339615,
-1.455656483947734,
-1.4011969633643782,
-1.3487882373522646,
-1.2985161593670984,
-1.250439927234218,
-1.2045949023524618,
-1.160995347132794,
-1.1196370458225495,
-1.0804997827792482,
-1.0435496600494065,
-1.0087412427979396,
-0.9760195267661372,
-0.9453217265754246,
-0.9165788874219054,
-0.889717325615556,
-0.8646599056061703,
-0.8413271627042775,
-0.8196382817449362,
-0.7995119425449299,
-0.7808670432512026
],
[
-2.420013037229949,
-2.4592007755829672,
-2.4936733283112056,
-2.5228906096466472,
-2.546350668984878,
-2.563608092205761,
-2.5742927223971095,
-2.5781273508215143,
-2.5749428798785017,
-2.564689507021454,
-2.5474426734950897,
-2.5234028087426825,
-2.4928883461686366,
-2.4563222364995916,
-2.414213201139241,
-2.3671338669366673,
-2.3156982531624317,
-2.26054072625494,
-2.2022977721369634,
-2.1415931411946003,
-2.0790263368275936,
-2.015164097073582,
-1.95053440271577,
-1.8856225501694506,
-1.8208688854830244,
-1.7566678659911115,
-1.6933681793080506,
-1.6312736995741228,
-1.570645098790257,
-1.5117019596076826,
-1.4546252581414838,
-1.399560103647074,
-1.3466186378129996,
-1.295883010870592,
-1.2474083651088153,
-1.2012257688287573,
-1.1573450552484168,
-1.1157575312956138,
-1.076438530529853,
-1.0393497925697697,
-1.0044416583684632,
-0.971655076510282,
-0.9409234204671078,
-0.9121741205399234,
-0.8853301171264852,
-0.8603111441082953,
-0.8370348526499691,
-0.815417786656988,
-0.795376221641581,
-0.7768268788897026
],
[
-2.4340432925316478,
-2.4738188646478068,
-2.5088105720695264,
-2.5384599798713317,
-2.5622463481877924,
-2.5797059303960443,
-2.590451818436872,
-2.5941929438870535,
-2.590750660827062,
-2.580071328862754,
-2.562233407397663,
-2.5374477381090674,
-2.50605013010611,
-2.468486357313087,
-2.4252911189525275,
-2.3770637232870024,
-2.324443557232054,
-2.2680877583223706,
-2.2086524225863107,
-2.146777704847594,
-2.0830765498079007,
-2.0181265222617943,
-1.9524641623345165,
-1.8865813575176622,
-1.820923319574254,
-1.7558878429429619,
-1.6918255896602652,
-1.6290411943969245,
-1.56779501688662,
-1.5083053931347228,
-1.4507512554811148,
-1.3952750075388387,
-1.341985554709591,
-1.2909614050187432,
-1.2422537685464285,
-1.1958895966383045,
-1.151874514153007,
-1.1101956090431182,
-1.0708240534243179,
-1.0337175388824371,
-0.9988225160841085,
-0.9660762348321441,
-0.9354085856201909,
-0.9067437475986319,
-0.880001650785502,
-0.8550992624685904,
-0.8319517091718301,
-0.8104732464181154,
-0.7905780889190211,
-0.7721811138554543
],
[
-2.441739073453504,
-2.48184190373393,
-2.5171073630337455,
-2.5469634828266265,
-2.5708758055288605,
-2.5883673886947016,
-2.5990395187154243,
-2.6025917113091714,
-2.598839375946209,
-2.587727474686051,
-2.5693385035095426,
-2.543893157397867,
-2.5117424479517005,
-2.473351274917694,
-2.429275329806906,
-2.3801347150929884,
-2.326587883298433,
-2.2693085151751675,
-2.208966558779869,
-2.146213536382068,
-2.081671624467136,
-2.0159258257732313,
-1.9495185937993826,
-1.882946392668024,
-1.816657799160207,
-1.7510528496824116,
-1.6864833999157074,
-1.6232543061274631,
-1.5616252633726955,
-1.5018131540885808,
-1.4439947754402782,
-1.388309827671929,
-1.3348640596807206,
-1.2837324822385585,
-1.234962573487274,
-1.188577415130081,
-1.1445787107416534,
-1.102949649509256,
-1.0636575892920033,
-1.0266565420431235,
-0.9918894523671122,
-0.9592902663338372,
-0.9287857927453979,
-0.900297362977712,
-0.8737422984401645,
-0.849035196758739,
-0.8260890491315618,
-0.8048162020610702,
-0.7851291769518872,
-0.766941360981222
],
[
-2.442885637090091,
-2.4830360783718963,
-2.5183105946242264,
-2.5481289927788464,
-2.5719488122899348,
-2.5892858524067015,
-2.5997354878368415,
-2.6029933162314927,
-2.598873473476317,
-2.5873228857104142,
-2.5684296631843595,
-2.5424237825339464,
-2.509668599763995,
-2.4706431726340874,
-2.4259175981252437,
-2.3761252687606316,
-2.3219360242377687,
-2.264032859338779,
-2.2030932066525906,
-2.1397746412435468,
-2.074704324112911,
-2.0084714182893544,
-1.9416218313749107,
-1.87465480088447,
-1.8080209728144474,
-1.7421217134946236,
-1.6773094474863481,
-1.613888843357365,
-1.5521186859765916,
-1.4922142860892151,
-1.4343502894757212,
-1.3786637606869867,
-1.325257430474641,
-1.274203011182443,
-1.2255444998533138,
-1.1793014039579568,
-1.1354718389048115,
-1.0940354594502282,
-1.0549561985555225,
-1.0181847970351925,
-0.9836611155155193,
-0.9513162268589894,
-0.921074292439583,
-0.8928542296368472,
-0.8665711808220131,
-0.8421377961058505,
-0.8194653433638736,
-0.798464659694721,
-0.7790469586301432,
-0.7611245072107375
],
[
-2.437385295169091,
-2.477294892950841,
-2.5123049972987936,
-2.5418327503116505,
-2.565333724625904,
-2.5823228024512503,
-2.5923958357551893,
-2.595250584677012,
-2.590705215884819,
-2.5787125672495455,
-2.5593683120156316,
-2.5329111027419597,
-2.4997132369396593,
-2.4602619781985062,
-2.415134051067559,
-2.36496751325972,
-2.310435063060553,
-2.252221274812232,
-2.191004507436394,
-2.127443112961409,
-2.0621651627428688,
-1.9957609306960662,
-1.928777548842182,
-1.8617154259289816,
-1.7950261421257658,
-1.7291116017307973,
-1.66432425854015,
-1.6009682422749834,
-1.5393012213344328,
-1.4795368438792735,
-1.421847608724911,
-1.3663680302671102,
-1.3131979770434414,
-1.2624060804736448,
-1.21403312772471,
-1.1680953695847545,
-1.1245876900197218,
-1.083486598285576,
-1.044753016842166,
-1.0083348487930577,
-0.9741693172068924,
-0.9421850755874255,
-0.9123040941256297,
-0.8844433303839384,
-0.858516195930266,
-0.8344338323508108,
-0.8121062112034989,
-0.7914430729871729,
-0.772354720233762,
-0.7547526794994286
],
[
-2.425264329104184,
-2.464647373699692,
-2.4991228342372427,
-2.5281107591680487,
-2.5510707734905695,
-2.5675231414090742,
-2.5770705267406036,
-2.579418886435803,
-2.5743956989312204,
-2.5619636486550434,
-2.5422278631726245,
-2.5154348827931186,
-2.481962191068763,
-2.4422988316691976,
-2.397019918036659,
-2.3467592416873195,
-2.2921837534203005,
-2.233972012677033,
-2.1727970341891805,
-2.1093130201698247,
-2.0441452164922023,
-1.9778822409576349,
-1.91107042775567,
-1.8442098871801367,
-1.7777520670090372,
-1.7120986374506608,
-1.6476015288179875,
-1.5845639483366272,
-1.5232422002958539,
-1.463848136725002,
-1.4065520748478402,
-1.3514860317947752,
-1.2987471447864238,
-1.2484011645288011,
-1.2004859294128987,
-1.1550147471771417,
-1.111979628215932,
-1.071354330257441,
-1.033097187491681,
-0.9971537083889052,
-0.9634589355151107,
-0.9319395678085378,
-0.9025158512513485,
-0.8751032478912402,
-0.8496138959717268,
-0.8259578757356573,
-0.8040442964710598,
-0.7837822207444101,
-0.7650814416617232,
-0.7478531285368205
],
[
-2.4066723556543907,
-2.4452574069292448,
-2.478943250080901,
-2.5071582077193395,
-2.5293716492178477,
-2.5451150562377407,
-2.554003642264547,
-2.555756889781912,
-2.550216104594266,
-2.5373570018503244,
-2.5172954132632235,
-2.4902845440806534,
-2.456703156083253,
-2.4170358087301573,
-2.371848221365659,
-2.3217616723365246,
-2.2674295734988483,
-2.2095177091167413,
-2.148688235481613,
-2.0855868913752857,
-2.0208328041472994,
-1.9550104453261998,
-1.8886634642896003,
-1.8222902298706007,
-1.7563409423498102,
-1.6912161711195728,
-1.6272666524353554,
-1.5647941629709505,
-1.504053275413172,
-1.445253803493575,
-1.3885637542076605,
-1.33411262197209,
-1.2819948804699763,
-1.232273550649185,
-1.1849837460094303,
-1.1401361177106122,
-1.097720141387319,
-1.0577072044589637,
-1.0200534670497041,
-0.9847024814341583,
-0.9515875643812316,
-0.9206339241254298,
-0.8917605492288725,
-0.8648818705878094,
-0.8399092105517215,
-0.8167520348044298,
-0.7953190235202473,
-0.7755189785396248,
-0.7572615830643097,
-0.7404580297813207
],
[
-2.3818740497009876,
-2.4194140539547613,
-2.452081013840072,
-2.4793165049691552,
-2.5006047496133577,
-2.515493477104359,
-2.5236151500052015,
-2.524706850676191,
-2.5186268246389294,
-2.505365593883566,
-2.485049762411852,
-2.457937294832049,
-2.4244043435005476,
-2.384925470444669,
-2.3400505365739788,
-2.2903816739635974,
-2.2365525976678335,
-2.179211001587265,
-2.119003809448868,
-2.056564785166285,
-1.9925041345042374,
-1.927399927342885,
-1.861791287202826,
-1.7961733175281394,
-1.7309936993183306,
-1.6666508405093872,
-1.6034934084753962,
-1.5418210440598898,
-1.481886040775986,
-1.4238957738967393,
-1.368015677094049,
-1.3143725849470944,
-1.263058284465926,
-1.2141331449956902,
-1.1676297215067395,
-1.1235562500468363,
-1.0818999752910943,
-1.0426302683391415,
-1.0057015081312584,
-0.9710557122287675,
-0.9386249124850418,
-0.9083332786350485,
-0.880098998384363,
-0.8538359265060442,
-0.8294550180547314,
-0.8068655623491918,
-0.7859762350891226,
-0.7666959860560182,
-0.7489347794649083,
-0.7326042033173987
],
[
-2.351234245116302,
-2.3875141046785933,
-2.4189661948280468,
-2.4450497735072148,
-2.4652682465052846,
-2.479189582906649,
-2.4864668778262233,
-2.4868573082231764,
-2.4802374065032597,
-2.4666125104013163,
-2.4461186009359075,
-2.419015704719375,
-2.3856736366601954,
-2.346552596049556,
-2.302182016234229,
-2.253140486697105,
-2.2000380440790295,
-2.1435008119743686,
-2.0841574746960116,
-2.022627205832816,
-1.9595089802979335,
-1.8953723991590856,
-1.8307501969210764,
-1.7661325352071975,
-1.7019630816115678,
-1.6386367721644863,
-1.5764990807576686,
-1.5158465737081792,
-1.4569285091686355,
-1.3999492431596696,
-1.3450712201565584,
-1.2924183508110292,
-1.2420796081559908,
-1.1941127033541628,
-1.1485477305761727,
-1.1053906966192133,
-1.0646268737128475,
-1.0262239333551069,
-0.9901348350278986,
-0.9563004564894741,
-0.9246519623693713,
-0.8951129153772291,
-0.8676011399653201,
-0.8420303521189084,
-0.8183115714177881,
-0.7963543329053484,
-0.7760677168643396,
-0.7573612145375762,
-0.7401454473159562,
-0.7243327560821292
],
[
-2.3151983349574325,
-2.3500392723633525,
-2.3801177506460176,
-2.4049144519498316,
-2.423955386320426,
-2.4368316010980937,
-2.443218803670451,
-2.4428951319726226,
-2.4357549876883104,
-2.4218168186163935,
-2.401223219456191,
-2.3742329101965045,
-2.3412059355429697,
-2.3025850679946025,
-2.258876807529263,
-2.2106342014215437,
-2.1584419239096784,
-2.1029029508041917,
-2.0446261060167426,
-1.9842142408654146,
-1.922253258724595,
-1.8593023879151351,
-1.7958860705954973,
-1.7324876884320026,
-1.6695451779659982,
-1.607448447850671,
-1.5465384125847346,
-1.487107401962019,
-1.4294006841580016,
-1.3736188436605492,
-1.3199207745166706,
-1.2684270777323372,
-1.2192236840439572,
-1.1723655561569606,
-1.1278803556508417,
-1.0857719877610665,
-1.0460239615314393,
-1.008602523221775,
-0.9734595374952397,
-0.9405351041177162,
-0.9097599080894668,
-0.8810573087385707,
-0.8543451787683491,
-0.8295375079672344,
-0.8065457886146113,
-0.7852802008567117,
-0.7656506167410585,
-0.7475674413993146,
-0.7309423092300391,
-0.7156886519926695
],
[
-2.274270373764548,
-2.3075310164675518,
-2.3361147165622462,
-2.3595265262037577,
-2.3773175027573954,
-2.3891034541183105,
-2.3945833658526214,
-2.393555782467132,
-2.385931126965265,
-2.371737970573256,
-2.351121844126502,
-2.3243364811244156,
-2.291729187512895,
-2.2537234942843165,
-2.2108022974656083,
-2.163493179622863,
-2.112355739242207,
-2.057969853962422,
-2.0009240561269888,
-1.941803912020569,
-1.8811808362328064,
-1.8196019495574856,
-1.7575814975081276,
-1.6955941397739465,
-1.6340702062793258,
-1.5733928438614646,
-1.5138968623484066,
-1.455869025013148,
-1.3995495045295836,
-1.345134229605806,
-1.2927778691230025,
-1.2425972319336502,
-1.1946748957777145,
-1.1490629142245867,
-1.1057864837442448,
-1.0648474826159209,
-1.0262278188053182,
-0.9898925450899555,
-0.955792716806822,
-0.9238679810336345,
-0.894048896271496,
-0.8662589892682026,
-0.8404165609810446,
-0.8164362572563247,
-0.7942304219767484,
-0.7737102515180879,
-0.7547867696304567,
-0.7373716415350993,
-0.7213778452804405,
-0.7067202173694305
],
[
-2.2289912791162276,
-2.260565923469906,
-2.2875685583443666,
-2.3095306917980345,
-2.326029895340471,
-2.33670736103592,
-2.341284932189717,
-2.339579970559437,
-2.331516191243265,
-2.317128689180652,
-2.296562014502849,
-2.2700614402888473,
-2.2379592310926593,
-2.2006589276468365,
-2.1586204798085706,
-2.1123474889384752,
-2.062376073170812,
-2.009264155270688,
-1.9535803758776102,
-1.8958926297545873,
-1.836756786296833,
-1.7767063196184059,
-1.71624345300819,
-1.6558321842696087,
-1.595893317301272,
-1.5368014345660432,
-1.4788836178837252,
-1.422419654794479,
-1.367643441427997,
-1.314745296861897,
-1.2638749269536136,
-1.2151448088799794,
-1.168633804931893,
-1.1243908513711027,
-1.0824386028327044,
-1.0427769434777754,
-1.005386302297394,
-0.9702307316016985,
-0.9372607250782502,
-0.9064157653291707,
-0.8776266010269498,
-0.8508172613017418,
-0.8259068201950124,
-0.802810927439051,
-0.7814431238417899,
-0.761715960502473,
-0.7435419412286053,
-0.7268343070892616,
-0.7115076811998557,
-0.6974785907268455
],
[
-2.1799191053953715,
-2.209733980907926,
-2.2350994354843454,
-2.2555746569220387,
-2.27076429638403,
-2.2803346747405477,
-2.28402929845838,
-2.2816821858878398,
-2.2732273428925724,
-2.258702879372806,
-2.2382488972482197,
-2.2120994533391407,
-2.180570307772336,
-2.144045082793187,
-2.102962163121494,
-2.0578032679061202,
-2.009083159810728,
-1.957339413032122,
-1.9031215793161356,
-1.8469798370355621,
-1.7894537331374094,
-1.7310617753567799,
-1.6722925055497457,
-1.613597441777026,
-1.5553860293325643,
-1.4980225435559387,
-1.441824754427447,
-1.3870640888707673,
-1.3339669982811855,
-1.2827172421981847,
-1.2334588223678646,
-1.186299335543608,
-1.1413135517220552,
-1.0985470627603964,
-1.0580198818147866,
-1.019729905357511,
-0.9836561761058985,
-0.9497619070194042,
-0.9179972439165932,
-0.8883017577310354,
-0.8606066675320305,
-0.8348368027509897,
-0.8109123181058754,
-0.7887501779734882,
-0.768265428825059,
-0.7493722791505251,
-0.7319850063262159,
-0.7160187093502487,
-0.7013899254543848,
-0.6880171274364548
],
[
-2.1276126805445568,
-2.1556211724095204,
-2.1793179288822064,
-2.198290247517048,
-2.212169667667717,
-2.220646742128993,
-2.2234850145090155,
-2.220532875638587,
-2.2117318797900825,
-2.197120295054632,
-2.1768312600981568,
-2.1510859113119345,
-2.120182942167255,
-2.084486692958909,
-2.044415562931111,
-2.000431435605614,
-1.953029706361116,
-1.902729114188554,
-1.8500609322489803,
-1.7955576855705786,
-1.7397420017328749,
-1.6831163214422467,
-1.6261540755392907,
-1.5692927053720092,
-1.5129286659235748,
-1.4574143581673915,
-1.4030568050214285,
-1.3501178102987053,
-1.2988153104521292,
-1.2493256314468266,
-1.2017863860146594,
-1.1562997806093893,
-1.1129361398919462,
-1.0717374950422198,
-1.0327211178633573,
-0.9958829140479617,
-0.961200615536238,
-0.9286367336172847,
-0.8981412516541588,
-0.8696540495766721,
-0.8431070621735703,
-0.8184261803140739,
-0.795532909078458,
-0.7743457998551071,
-0.7547816751730922,
-0.7367566657218101,
-0.7201870789361521,
-0.7049901179161375,
-0.6910844684753413,
-0.6783907709062033
],
[
-2.0726191466019337,
-2.0987968594222925,
-2.120812563810536,
-2.138281434997249,
-2.1508611473921873,
-2.1582652087914362,
-2.160275463386401,
-2.1567526265808628,
-2.1476436788625106,
-2.132985153592026,
-2.11290187251892,
-2.0876014650176997,
-2.0573658059438804,
-2.022540922222143,
-1.9835266652086734,
-1.9407666756261361,
-1.8947384256491153,
-1.845942876829691,
-1.7948935583373407,
-1.7421053222605698,
-1.6880833573730507,
-1.6333131248734516,
-1.5782517662711482,
-1.5233213257839573,
-1.4689039116996023,
-1.4153387407574942,
-1.3629208837122535,
-1.311901457460927,
-1.2624889796998462,
-1.2148516040353663,
-1.1691199756817416,
-1.1253904813219968,
-1.083728704720814,
-1.0441729377309237,
-1.006737631626683,
-0.9714167047318395,
-0.9381866484958274,
-0.9070093955213261,
-0.8778349299128207,
-0.8506036332388741,
-0.8252483689795825,
-0.8016963151575135,
-0.7798705594688089,
-0.7596914741175357,
-0.7410778891141722,
-0.7239480833617529,
-0.7082206126900112,
-0.693814993323351,
-0.6806522582499693,
-0.668655402726255
],
[
-2.0154652910307576,
-2.0398056133228932,
-2.0601424853435946,
-2.0761182382021603,
-2.0874155809147794,
-2.093769564404233,
-2.0949787396917348,
-2.0909145619517275,
-2.081528093610508,
-2.0668532545589207,
-2.047006285780475,
-2.022181671882753,
-1.9926453189911815,
-1.9587260499601338,
-1.920806311052811,
-1.879312509987201,
-1.8347049664623445,
-1.7874673300781918,
-1.7380955108904297,
-1.6870864706801063,
-1.6349274332094663,
-1.582086106677536,
-1.5290023995754702,
-1.4760819246502548,
-1.4236913904715418,
-1.372155816403275,
-1.3217573907944051,
-1.272735724227476,
-1.2252892219373084,
-1.1795773015428739,
-1.1357232038108147,
-1.093817176741907,
-1.053919850384791,
-1.016065656976045,
-0.9802661855014136,
-0.9465133900737357,
-0.9147825970430514,
-0.8850352765029408,
-0.8572215601950063,
-0.8312825002789519,
-0.8071520726281345,
-0.7847589348183223,
-0.7640279533389016,
-0.7448815172404534,
-0.7272406568366899,
-0.7110259865279447,
-0.6961584905703967,
-0.6825601698878332,
-0.6701545669730374,
-0.6588671846782014
],
[
-1.9566521009820912,
-1.9791626441317038,
-1.9978340689410752,
-2.0123348323093535,
-2.022371427287028,
-2.027699093192657,
-2.0281317934488405,
-2.0235506850101994,
-2.013910321808052,
-1.9992419972208149,
-1.9796539442294332,
-1.955328518327219,
-1.9265168566439632,
-1.8935316858066409,
-1.856738873873865,
-1.816548079664202,
-1.7734026420388749,
-1.7277688185730384,
-1.6801246202870426,
-1.6309486749182482,
-1.5807096630888677,
-1.5298568593005806,
-1.4788121926891478,
-1.4279640721818725,
-1.3776630462800241,
-1.3282192211896153,
-1.27990125647263,
-1.2329366958161803,
-1.1875133656912065,
-1.1437815774977504,
-1.1018568900373524,
-1.061823220861955,
-1.0237361310919515,
-0.9876261443820838,
-0.9535019941443555,
-0.921353722456367,
-0.8911555787253155,
-0.8628686861599656,
-0.8364434597868379,
-0.8118217716670361,
-0.7889388677175807,
-0.7677250466943836,
-0.748107115979544,
-0.7300096412914985,
-0.7133560086873745,
-0.6980693175684001,
-0.6840731230846862,
-0.6712920455653019,
-0.6596522635287559,
-0.6490819055767033
],
[
-1.8966517480335021,
-1.9173517632343664,
-1.9343800821890171,
-1.947430109805968,
-1.9562308739270236,
-1.960556622678805,
-1.9602357917778335,
-1.955158711559412,
-1.9452834429761472,
-1.930639252792525,
-1.9113274577525556,
-1.8875196412608772,
-1.8594534925536688,
-1.8274266557017356,
-1.7917889778694738,
-1.7529334697246703,
-1.7112862363143864,
-1.6672956693644345,
-1.6214212961889714,
-1.5741227849443271,
-1.5258496439221356,
-1.4770320999717028,
-1.428073516008526,
-1.379344547752271,
-1.3311790819136342,
-1.2838718666854656,
-1.2376776518546222,
-1.1928116010629597,
-1.1494507174215587,
-1.1077360278108004,
-1.0677752924224324,
-1.0296460370676543,
-0.9933987407326587,
-0.9590600457428624,
-0.9266358901292832,
-0.8961144899918894,
-0.8674691232966493,
-0.8406606856594637,
-0.8156400036253757,
-0.7923499022733148,
-0.7707270322449302,
-0.750703467074476,
-0.7322080854969698,
-0.7151677556765214,
-0.6995083393970809,
-0.6851555344971487,
-0.67203557345116,
-0.6600757951946382,
-0.649205106206103,
-0.6393543456093338
],
[
-1.8359061887528807,
-1.8548248626109718,
-1.8702401593605535,
-1.8818692265386199,
-1.8894624713915427,
-1.89281218950662,
-1.8917606747658362,
-1.8862072964512684,
-1.8761140399251874,
-1.8615090867497364,
-1.8424881540300189,
-1.8192134931089488,
-1.7919106190896408,
-1.760862964384263,
-1.7264047120464783,
-1.688912096590693,
-1.6487935036613406,
-1.6064787743165456,
-1.5624082045741832,
-1.5170217841348042,
-1.4707492068891266,
-1.4240011043050893,
-1.3771618202754574,
-1.3305838927591975,
-1.2845842617290366,
-1.2394421035762653,
-1.1953981079149316,
-1.152654964077458,
-1.1113788066778043,
-1.0717013751700637,
-1.0337226636813799,
-0.9975138677236743,
-0.9631204682986015,
-0.9305653275751461,
-0.8998517013186156,
-0.8709661002893848,
-0.8438809554296572,
-0.8185570598731301,
-0.7949457750141912,
-0.7729909985813788,
-0.7526309004410391,
-0.7337994372588265,
-0.7164276606635632,
-0.7004448356162803,
-0.6857793866432071,
-0.6723596897353703,
-0.6601147272811648,
-0.6489746225639659,
-0.6388710692654672,
-0.629737670174382
],
[
-1.7748266844210072,
-1.7920020975168693,
-1.8058416691400825,
-1.8160851295809792,
-1.8225032401798775,
-1.8249055845366355,
-1.8231479457622815,
-1.817138843468268,
-1.8068448021572812,
-1.792293966851065,
-1.7735777705041416,
-1.7508504770515676,
-1.7243265519888344,
-1.69427593050908,
-1.6610173564405684,
-1.624910062120406,
-1.5863441590526897,
-1.545730206600433,
-1.5034884993332756,
-1.460038637203199,
-1.415789902564075,
-1.3711328694987692,
-1.3264325344981793,
-1.2820231093727763,
-1.2382044803879828,
-1.1952402272775977,
-1.1533570187920628,
-1.1127451576623772,
-1.0735600327026447,
-1.035924242462249,
-0.9999301762140895,
-0.965642867725577,
-0.9331029701271193,
-0.9023297326567821,
-0.8733238898420695,
-0.8460703995740868,
-0.8205409881051043,
-0.796696477335788,
-0.7744888832256098,
-0.7538632842730701,
-0.7347594663240778,
-0.7171133550081406,
-0.7008582503499838,
-0.6859258799687329,
-0.6722472880991212,
-0.6597535777267316,
-0.6483765226429565,
-0.6380490653686116,
-0.6287057158014042,
-0.6202828642137788
],
[
-1.713793731168583,
-1.7292722269304521,
-1.7415804186798716,
-1.7504795358682355,
-1.7557597919218941,
-1.757247448177327,
-1.754811551806825,
-1.7483699858731978,
-1.7378944556510392,
-1.7234140532460565,
-1.7050170944107534,
-1.6828510034530182,
-1.6571201262276758,
-1.6280814691844212,
-1.596038488962488,
-1.5613331880053902,
-1.5243368988239963,
-1.4854402465570917,
-1.4450428452774475,
-1.4035432913225714,
-1.3613299627758713,
-1.3187730288118082,
-1.2762179368055282,
-1.2339805024435941,
-1.1923435984971051,
-1.1515553344580338,
-1.1118285475466876,
-1.0733413852781206,
-1.0362387464269118,
-1.0006343544658518,
-0.9666132586135581,
-0.9342345864411385,
-0.9035344037359626,
-0.874528568567957,
-0.847215495090895,
-0.8215787674026841,
-0.7975895643920834,
-0.7752088730067754,
-0.7543894801614679,
-0.7350777430682063,
-0.7172151446524503,
-0.700739645431681,
-0.6855868462384624,
-0.6716909778612561,
-0.6589857343808585,
-0.6474049669636271,
-0.6368832543453464,
-0.6273563653668034,
-0.6187616278309789,
-0.6110382167384427
],
[
-1.6531570905710276,
-1.6669928227255648,
-1.6778209558887598,
-1.685423210922251,
-1.6896084421570625,
-1.6902190609288885,
-1.6871371997957203,
-1.6802903024711557,
-1.669655801595805,
-1.655264547156122,
-1.6372026778168838,
-1.6156116879864797,
-1.5906865341620948,
-1.5626717410816655,
-1.5318556044616087,
-1.4985627315235284,
-1.463145296772712,
-1.4259734982774908,
-1.387425759671312,
-1.3478792236042956,
-1.307701023989961,
-1.2672407196950588,
-1.2268241413579735,
-1.1867487672699126,
-1.1472806216382507,
-1.1086525908037665,
-1.0710639852431085,
-1.034681137098993,
-0.9996388104608958,
-0.9660422086798427,
-0.9339693832476379,
-0.9034738764283814,
-0.8745874602853883,
-0.8473228647062632,
-0.8216764144177316,
-0.7976305187096917,
-0.7751559772800256,
-0.7542140813609942,
-0.7347585014565893,
-0.716736962096679,
-0.7000927105184199,
-0.6847657906150852,
-0.6706941362902612,
-0.6578144999011886,
-0.6460632320826999,
-0.6353769291675596,
-0.6256929638617127,
-0.616949913951846,
-0.6090879027389027,
-0.6020488636967429
],
[
-1.5932357814101301,
-1.6054902618529039,
-1.614896463955801,
-1.6212556492710406,
-1.6243945504431225,
-1.624171220106411,
-1.620480665860557,
-1.6132599912429968,
-1.6024927346150755,
-1.5882120889992575,
-1.5705027031883982,
-1.5495008132870292,
-1.5253925363474228,
-1.498410271320854,
-1.4688272888418443,
-1.4369507361458003,
-1.403113417653056,
-1.3676648148465445,
-1.330961863888228,
-1.2933600072690448,
-1.255204979026822,
-1.216825684072532,
-1.178528409343877,
-1.140592477297995,
-1.1032673369997967,
-1.066770995672179,
-1.0312896290550244,
-0.9969781722106265,
-0.9639616799053607,
-0.9323372518841531,
-0.902176337244454,
-0.8735272582298167,
-0.846417822682121,
-0.8208579229353523,
-0.7968420450827063,
-0.7743516352292439,
-0.7533572881741549,
-0.7338207390253422,
-0.7156966498745736,
-0.6989341923192873,
-0.6834784328061125,
-0.6692715319683611,
-0.6562537717620743,
-0.6443644256379227,
-0.6335424875220028,
-0.6237272752622833,
-0.6148589236232627,
-0.6068787810310123,
-0.5997297232004,
-0.5933563956041239
],
[
-1.5343180172366333,
-1.5450595507884106,
-1.5531083805084778,
-1.558284389066273,
-1.5604314331871245,
-1.5594226669272553,
-1.5551656779309542,
-1.5476071839196675,
-1.5367370070899489,
-1.5225910313101247,
-1.505252858724938,
-1.4848539249774226,
-1.461571908634817,
-1.4356273780583795,
-1.4072787489524081,
-1.3768157632066202,
-1.3445518255388949,
-1.3108156297614835,
-1.2759425563699884,
-1.2402663207182931,
-1.204111299023059,
-1.1677858690142964,
-1.1315769895172338,
-1.0957461259494328,
-1.0605265215016102,
-1.0261217268908962,
-0.9927052400581675,
-0.9604210714032129,
-0.9293850371026395,
-0.8996865878103567,
-0.87139099708063,
-0.8445417580336265,
-0.8191630638911186,
-0.7952622749707274,
-0.7728322995566642,
-0.751853837683846,
-0.7322974548727833,
-0.7141254672740586,
-0.6972936308277737,
-0.681752635347758,
-0.6674494103738905,
-0.6543282536535483,
-0.6423317956237722,
-0.6314018146207219,
-0.6214799180341004,
-0.612508104487846,
-0.604429221552359,
-0.5971873326242136,
-0.5907280055593545,
-0.5849985345002517
],
[
-1.4766611486967136,
-1.4859641018926633,
-1.4927259322245718,
-1.4967842302545473,
-1.497999199627584,
-1.4962584919244712,
-1.4914818670791907,
-1.4836254495496755,
-1.4726853220032892,
-1.4587001853114896,
-1.4417528236609432,
-1.421970152717987,
-1.3995216996446023,
-1.3746164636149172,
-1.3474982254420396,
-1.3184395007345437,
-1.2877344453576147,
-1.2556911080052113,
-1.2226234696894467,
-1.188843708257173,
-1.1546550801217876,
-1.1203457308419127,
-1.086183645042458,
-1.0524128396533683,
-1.0192508058986682,
-0.9868871244748405,
-0.9554831199604846,
-0.9251723855445856,
-0.8960619952984576,
-0.8682342241810228,
-0.8417486107844205,
-0.8166442197406918,
-0.7929419857452433,
-0.7706470463500179,
-0.7497509940846274,
-0.7302339989788595,
-0.7120667697315224,
-0.6952123355871577,
-0.6796276416977245,
-0.6652649587515089,
-0.6520731133835774,
-0.63999854976904,
-0.6289862352318609,
-0.6189804240142822,
-0.6099252938264714,
-0.6017654696613199,
-0.5944464487975385,
-0.5879149400677217,
-0.5821191294465611,
-0.5770088829006157
],
[
-1.420491701199366,
-1.428435600726711,
-1.4339857763279804,
-1.4369966006624888,
-1.4373438046564198,
-1.4349288537819405,
-1.4296831525856315,
-1.4215718682003893,
-1.4105971380804982,
-1.396800416197927,
-1.380263722208093,
-1.3611095949411358,
-1.3394996169315116,
-1.3156314676018663,
-1.2897345708102097,
-1.262064514890914,
-1.2328965248983117,
-1.2025183430187836,
-1.1712229133041372,
-1.1393012662106616,
-1.1070359588939818,
-1.0746953567763071,
-1.0425289524386807,
-1.010763822503852,
-0.9796022337132784,
-0.949220334680989,
-0.9197678148124248,
-0.8913683778723865,
-0.864120862981747,
-0.8381008468460492,
-0.8133625733949628,
-0.7899410764240082,
-0.7678543835804713,
-0.7471057133025101,
-0.7276855981893031,
-0.7095738876283098,
-0.6927415988277466,
-0.6771525986226111,
-0.6627651087357262,
-0.64953303492,
-0.6374071259808085,
-0.6263359724753449,
-0.6162668572756078,
-0.6071464714841035,
-0.5989215096761922,
-0.5915391583316003,
-0.5849474907867436,
-0.5790957812283137,
-0.5739347492643365,
-0.5694167455330434
],
[
-1.3660055986939215,
-1.372674088423885,
-1.377091905808289,
-1.3791292561478556,
-1.3786765275801927,
-1.3756482347740002,
-1.3699867876482166,
-1.361665895099843,
-1.3506933921194348,
-1.337113270627541,
-1.3210067056642627,
-1.3024919034812195,
-1.2817226578150898,
-1.2588855821135394,
-1.2341960811730919,
-1.2078932243346059,
-1.1802337711330397,
-1.1514856669285374,
-1.1219213615428667,
-1.0918113042036217,
-1.061417934644859,
-1.0309904294987082,
-1.0007603850026183,
-0.9709385326851042,
-0.9417125044298997,
-0.9132455951416346,
-0.8856764199567932,
-0.8591193301488784,
-0.8336654364796786,
-0.8093840878634404,
-0.7863246630833833,
-0.7645185500923848,
-0.7439812077572626,
-0.7247142261138223,
-0.7067073214283452,
-0.6899402204723549,
-0.6743844038510215,
-0.6600046908382293,
-0.646760658090199,
-0.6346078921153455,
-0.6234990808200096,
-0.6133849531896607,
-0.6042150785438125,
-0.5959385381231534,
-0.5885044822867764,
-0.5818625865293019,
-0.5759634190439435,
-0.5707587317941112,
-0.5662016861185266,
-0.5622470228635694
],
[
-1.3133686450026216,
-1.3188483493862413,
-1.3222159243219678,
-1.3233564313203385,
-1.3221739970104067,
-1.3185953487843012,
-1.3125731695482739,
-1.3040891000014858,
-1.2931561994647223,
-1.2798206714210674,
-1.2641626723467,
-1.2462960553644524,
-1.2263669543016273,
-1.2045511858770186,
-1.1810505313171222,
-1.156088044180375,
-1.1299026077332404,
-1.1027430227568678,
-1.0748619376717163,
-1.0465099338591575,
-1.0179300510824776,
-0.9893529861411102,
-0.9609931304286393,
-0.9330455382628611,
-0.9056838466300132,
-0.8790591054517063,
-0.8532994301756922,
-0.8285103572075307,
-0.8047757668708018,
-0.7821592359625,
-0.760705689416124,
-0.7404432347547908,
-0.721385080866663,
-0.7035314617055116,
-0.6868715040279882,
-0.6713849950865739,
-0.6570440206951188,
-0.6438144560619166,
-0.631657301301,
-0.6205298608038765,
-0.6103867709792454,
-0.6011808845695634,
-0.5928640221425581,
-0.5853876027152771,
-0.5787031660421926,
-0.5727627990916206,
-0.5675194788128335,
-0.5629273425924712,
-0.5589418969172659,
-0.5555201737802757
],
[
-1.2627173055960539,
-1.2670966540778092,
-1.269497743278707,
-1.269819490725145,
-1.2679788030864891,
-1.2639137282799515,
-1.257586420423209,
-1.2489857637953905,
-1.238129488650548,
-1.2250656098331774,
-1.2098730324255689,
-1.1926611994879304,
-1.1735687053989976,
-1.1527608615249,
-1.130426273182641,
-1.1067725601438914,
-1.082021418314079,
-1.0564032694084495,
-1.0301517722430733,
-1.0034984706980747,
-0.9766678301956627,
-0.9498728707627208,
-0.9233115469978406,
-0.8971639613045558,
-0.8715904341674701,
-0.8467304002762331,
-0.8227020561222438,
-0.7996026552027319,
-0.7775093310144232,
-0.7564803239267054,
-0.7365564932279332,
-0.7177630072845219,
-0.7001111201533159,
-0.6835999599005723,
-0.6682182706247513,
-0.6539460656315474,
-0.640756162724922,
-0.6286155838858348,
-0.6174868107009959,
-0.6073288939317001,
-0.5980984208221611,
-0.5897503474171797,
-0.5822387055709706,
-0.5755171957420682,
-0.5695396773124155,
-0.5642605682363484,
-0.5596351654776455,
-0.5556198970595141,
-0.5521725157354833,
-0.5492522433678657
],
[
-1.2141598025865452,
-1.2175278679134411,
-1.2190467061824908,
-1.218628074948989,
-1.21620067613347,
-1.21171294973193,
-1.2051356753305535,
-1.1964642445507772,
-1.1857204579292608,
-1.1729537003610842,
-1.1582413629947537,
-1.141688408015112,
-1.1234260158043392,
-1.1036093089137147,
-1.0824142092090097,
-1.0600335468641058,
-1.0366725952656832,
-1.0125442475810449,
-0.9878640736601122,
-0.9628454975916819,
-0.9376953170619794,
-0.912609748886885,
-0.8877711360153515,
-0.8633453963213086,
-0.839480238988632,
-0.816304125643721,
-0.7939259143770292,
-0.7724350973249599,
-0.7519025267197966,
-0.7323815190637198,
-0.7139092303018998,
-0.6965082041712783,
-0.6801880089538875,
-0.6649468926560199,
-0.6507734016068648,
-0.6376479215348725,
-0.6255441126735827,
-0.6144302210494093,
-0.6042702567394262,
-0.595025036651287,
-0.5866530944597852,
-0.5791114639714989,
-0.5723563446265243,
-0.5663436593200264,
-0.5610295154477405,
-0.5563705802318739,
-0.552324381120372,
-0.5488495414984951,
-0.545905961207253,
-0.5434549505068529
],
[
-1.1677775089934526,
-1.1702229050536896,
-1.1709431082135704,
-1.169861695161511,
-1.1669181674662583,
-1.1620704127948007,
-1.1552969710008658,
-1.14659898425414,
-1.1360017039357833,
-1.123555429639495,
-1.1093357694615342,
-1.093443136922935,
-1.0760014378394063,
-1.0571559478789783,
-1.0370704342936499,
-1.0159236279510608,
-0.9939051983911349,
-0.9712114197036474,
-0.9480407344371592,
-0.9245894244234028,
-0.9010475816049289,
-0.8775955412021921,
-0.8544008981025834,
-0.8316161804144594,
-0.8093772070097108,
-0.7878021131855288,
-0.7669909936594391,
-0.7470260868145239,
-0.7279724088180047,
-0.7098787401479197,
-0.692778868594341,
-0.6766929999931158,
-0.661629258812455,
-0.647585213472566,
-0.6345493745119732,
-0.6225026263873628,
-0.6114195651402732,
-0.601269724024277,
-0.5920186773348117,
-0.5836290191573981,
-0.5760612186864738,
-0.56927435735869,
-0.5632267555026031,
-0.5578764977407824,
-0.5531818671832558,
-0.5491016986936241,
-0.5455956613360597,
-0.542624479643369,
-0.5401501026805933,
-0.5381358290927336
],
[
-1.1236266075945747,
-1.1252364823872845,
-1.1252400535304912,
-1.1235717032041397,
-1.120180742016082,
-1.1150335641759521,
-1.108115607104038,
-1.09943300962116,
-1.0890138590402665,
-1.0769089215617693,
-1.0631917639548645,
-1.0479581982465573,
-1.0313250144084134,
-1.0134280067360066,
-0.9944193443019295,
-0.9744643800949732,
-0.9537380324397905,
-0.9324209016018364,
-0.9106953007827625,
-0.8887413822804977,
-0.8667335265797915,
-0.8448371365133902,
-0.8232059437835798,
-0.8019798952884059,
-0.7812836462356537,
-0.7612256498415233,
-0.7418978024288077,
-0.7233755796897066,
-0.7057185852870074,
-0.6889714263479438,
-0.6731648305589034,
-0.6583169249162286,
-0.6444346050600479,
-0.6315149349744982,
-0.6195465284002226,
-0.6085108746089778,
-0.5983835815816017,
-0.589135518726458,
-0.5807338489068306,
-0.5731429456998414,
-0.566325196575787,
-0.5602416962148373,
-0.5548528366448915,
-0.550118802472243,
-0.545999980359007,
-0.5424572922346309,
-0.5394524616490377,
-0.5369482222968309,
-0.5349084771595112,
-0.5332984160016547
],
[
-1.0817399657383566,
-1.0825991142585274,
-1.0819655780937218,
-1.0797835506680835,
-1.0760111807849904,
-1.0706224483666493,
-1.0636088467241709,
-1.0549807792983532,
-1.0447685770671886,
-1.0330230478957636,
-1.0198154821449406,
-1.0052370602087035,
-0.9893976366282192,
-0.9724239102033478,
-0.9544570272141775,
-0.9356497018680626,
-0.9161629705401134,
-0.8961627207313322,
-0.8758161492429639,
-0.8552883054513664,
-0.8347388648448174,
-0.8143192566789322,
-0.7941702404172123,
-0.7744199919586695,
-0.7551827261048774,
-0.7365578495399071,
-0.7186296113166776,
-0.7014671970444973,
-0.6851251992588434,
-0.6696443895755034,
-0.6550527173065839,
-0.6413664629948541,
-0.6285914824267494,
-0.616724485796255,
-0.6057543066810187,
-0.5956631254738296,
-0.5864276212597759,
-0.5780200344484543,
-0.5704091295608249,
-0.5635610533770805,
-0.5574400882215618,
-0.5520093036032665,
-0.5472311118890765,
-0.5430677353170172,
-0.5394815926115923,
-0.5364356138843138,
-0.53389349251561,
-0.5318198824274611,
-0.5301805486592406,
-0.5289424785261525
],
[
-1.042129170006382,
-1.0423192815700772,
-1.0411249601752066,
-1.0384992468180219,
-1.0344081903152276,
-1.0288324699376614,
-1.02176882900293,
-1.013231239913608,
-1.0032517209783816,
-0.991880731035423,
-0.9791870801992817,
-0.96525731410851,
-0.95019455416487,
-0.9341168058408298,
-0.9171547788092961,
-0.8994492934905989,
-0.8811483755183651,
-0.8624041597635591,
-0.8433697367764609,
-0.8241960756696918,
-0.80502914860833,
-0.7860073643853085,
-0.7672593941794056,
-0.7489024442585678,
-0.7310410010276125,
-0.7137660461296746,
-0.697154715453794,
-0.6812703572969714,
-0.666162932210761,
-0.6518696901518878,
-0.6384160588279235,
-0.6258166796099139,
-0.6140765329517621,
-0.6031921028005796,
-0.5931525380174603,
-0.5839407775564964,
-0.5755346144815188,
-0.5679076814434243,
-0.5610303467743853,
-0.5548705157909557,
-0.5493943362454725,
-0.5445668101982517,
-0.540352317013568,
-0.5367150538396062,
-0.5336194009489426,
-0.5310302198180603,
-0.5289130919266711,
-0.5272345060606232,
-0.5259620014914972,
-0.5250642738519464
],
[
-1.0047866625889972,
-1.004385708208305,
-1.0027031419582075,
-0.9996999289345426,
-0.9953491230207026,
-0.9896372620355993,
-0.9825655802709384,
-0.9741509701842233,
-0.964426626039858,
-0.9534423082570901,
-0.9412641786567029,
-0.9279741736853172,
-0.9136689043636919,
-0.8984580967923277,
-0.8824626135883928,
-0.865812122254246,
-0.8486424987080474,
-0.8310930707838361,
-0.8133038157199857,
-0.7954126265861755,
-0.7775527552619781,
-0.75985052490428,
-0.742423384517448,
-0.7253783544628237,
-0.7088108868838622,
-0.6928041413104092,
-0.6774286549659201,
-0.6627423707896581,
-0.648790974528547,
-0.6356084854923671,
-0.62321804327429,
-0.6116328341737094,
-0.6008571053188472,
-0.5908872206481135,
-0.5817127201246008,
-0.5733173511182954,
-0.565680048251612,
-0.558775844785953,
-0.5525767045977803,
-0.5470522688396944,
-0.5421705154844569,
-0.537898333150236,
-0.5342020129866463,
-0.531047664067744,
-0.528401558802607,
-0.5262304154471753,
-0.5245016249860299,
-0.5231834295420876,
-0.5222450591457317,
-0.5216568332199671
],
[
-0.9696879234100951,
-0.968769681615295,
-0.9666671916349519,
-0.9633484671443343,
-0.9587927234884186,
-0.9529915698878696,
-0.9459500270748088,
-0.9376873121594493,
-0.9282373343805891,
-0.9176488513990188,
-0.9059852462861311,
-0.8933239002321295,
-0.87975515461964,
-0.8653808773178132,
-0.8503126702319728,
-0.8346697763812657,
-0.8185767630889046,
-0.8021610714624872,
-0.7855505298572774,
-0.7688709297232817,
-0.7522437561388536,
-0.7357841531559616,
-0.7195991871637671,
-0.7037864515689287,
-0.6884330351090232,
-0.6736148558896228,
-0.6593963452986571,
-0.6458304513970607,
-0.6329589208094869,
-0.6208128116630778,
-0.6094131874705337,
-0.598771942469372,
-0.5888927120983469,
-0.5797718272543322,
-0.5713992770093195,
-0.5637596509562404,
-0.5568330388004339,
-0.5505958708611041,
-0.5450216885592207,
-0.5400818386164385,
-0.5357460885288223,
-0.5319831639257184,
-0.5287612107353501,
-0.5260481867362732,
-0.5238121881709921,
-0.5220217177304076,
-0.5206459004768718,
-0.5196546542433247,
-0.519018820800331,
-0.5187102636851095
],
[
-0.9367936471401245,
-0.9354273612054689,
-0.9329687443358505,
-0.9293920370029469,
-0.9246818294516131,
-0.9188340741416134,
-0.9118569328668795,
-0.9037714091958524,
-0.8946117192722514,
-0.8844253598812605,
-0.8732728422145353,
-0.8612270727936845,
-0.8483723789600547,
-0.8348031942242429,
-0.8206224372637702,
-0.8059396359189736,
-0.7908688625834162,
-0.7755265584933413,
-0.7600293305168855,
-0.7444918045493871,
-0.7290246145338326,
-0.7137325960152402,
-0.6987132390638519,
-0.6840554387603487,
-0.6698385637707007,
-0.6561318463439549,
-0.6429940816214402,
-0.6304736113934298,
-0.6186085579315797,
-0.6074272674298913,
-0.5969489197401681,
-0.5871842610814824,
-0.5781364186783073,
-0.5698017602207914,
-0.562170766039537,
-0.5552288874085738,
-0.548957369992781,
-0.5433340268058007,
-0.5383339499114943,
-0.5339301543484531,
-0.5300941513204807,
-0.5267964505709717,
-0.5240069940812262,
-0.5216955248629844,
-0.5198318957293921,
-0.5183863236071224,
-0.5173295952753352,
-0.5166332304598773,
-0.5162696080409961,
-0.5162120608091563
],
[
-0.906051871136695,
-0.9043020268788683,
-0.9015463706000595,
-0.8977646053986795,
-0.8929459703993181,
-0.8870900950358033,
-0.8802076980849488,
-0.8723210898200153,
-0.8634644383708969,
-0.8536837669771609,
-0.8430366573941829,
-0.8315916460668974,
-0.8194273133029779,
-0.8066310807267094,
-0.7932977476885597,
-0.7795278118006315,
-0.7654256311040969,
-0.7510974944253616,
-0.7366496713958187,
-0.7221865139401554,
-0.707808676777522,
-0.693611516077961,
-0.6796837137112778,
-0.6661061606294225,
-0.6529511180777863,
-0.6402816607529334,
-0.6281513927750164,
-0.6166044162276656,
-0.605675523537049,
-0.5953905793061101,
-0.585767054307885,
-0.5768146738798328,
-0.5685361445178247,
-0.5609279255467672,
-0.5539810168433337,
-0.5476817382452903,
-0.5420124811123137,
-0.5369524172000177,
-0.532478154352511,
-0.5285643323683231,
-0.5251841556752346,
-0.5223098621396136,
-0.5199131294523023,
-0.5179654221190646,
-0.5164382831985781,
-0.515303575641834,
-0.5145336784626149,
-0.5141016430755396,
-0.5139813150373531,
-0.514147426172807
],
[
-0.8774000181204616,
-0.8753262290882757,
-0.8723278318218969,
-0.868389287619816,
-0.8635038205800177,
-0.8576741336304438,
-0.850912979866707,
-0.8432435542635238,
-0.834699673697185,
-0.8253257184664293,
-0.8151763161546959,
-0.8043157585313359,
-0.792817153785267,
-0.7807613290235501,
-0.7682355107596757,
-0.7553318230619562,
-0.7421456531275665,
-0.7287739414022092,
-0.7153134573126978,
-0.7018591218626778,
-0.6885024347597133,
-0.6753300567503319,
-0.662422588102551,
-0.6498535725789485,
-0.63768874378409,
-0.625985518437202,
-0.6147927297904878,
-0.6041505847683863,
-0.5940908208888929,
-0.5846370338436142,
-0.5758051437335316,
-0.5676039671772073,
-0.5600358634986835,
-0.5530974255673202,
-0.5467801891890125,
-0.5410713388484638,
-0.5359543917365592,
-0.5314098460909864,
-0.5274157837268707,
-0.523948420097837,
-0.5209825982249305,
-0.5184922253270079,
-0.5164506529836437,
-0.5148310031884129,
-0.5136064437514938,
-0.5127504172404944,
-0.5122368280652663,
-0.5120401924741442,
-0.5121357561900131,
-0.5124995842243458
],
[
-0.8507668253211708,
-0.8484238110231556,
-0.8452321924156371,
-0.8411805449177474,
-0.8362654757662039,
-0.8304922199414485,
-0.823875102147891,
-0.8164378356804528,
-0.8082136319072082,
-0.7992450989510869,
-0.7895839149430904,
-0.7792902697403997,
-0.7684320788539482,
-0.7570839839272199,
-0.7453261647244966,
-0.7332429974184895,
-0.7209216022155343,
-0.7084503293184603,
-0.6959172353793381,
-0.6834086026579596,
-0.6710075500789955,
-0.6587927795535988,
-0.6468374928268974,
-0.63520850443736,
-0.6239655659270584,
-0.6131609060254464,
-0.6028389818647333,
-0.5930364279476579,
-0.583782182970038,
-0.5750977698962547,
-0.566997701908843,
-0.5594899858654121,
-0.5525766954492908,
-0.5462545879821263,
-0.5405157415409525,
-0.5353481922624941,
-0.5307365552318835,
-0.5266626158977361,
-0.5231058823423642,
-0.5200440918303921,
-0.5174536677765815,
-0.5153101255714774,
-0.5135884275722349,
-0.5122632890210603,
-0.5113094377277738,
-0.5107018310891289,
-0.5104158344641452,
-0.5104273651313949,
-0.5107130060690857,
-0.5112500936662929
],
[
-0.8260741394110573,
-0.8235117819738151,
-0.8201717678444748,
-0.8160462021569733,
-0.8111345341818967,
-0.8054440495375651,
-0.7989902391509437,
-0.7917970207324331,
-0.7838967913626403,
-0.7753302942234227,
-0.7661462884919458,
-0.756401018759732,
-0.7461574886903173,
-0.7354845525018114,
-0.7244558466616523,
-0.7131485922638977,
-0.7016423052895893,
-0.6900174567731886,
-0.6783541274025707,
-0.6667307010499457,
-0.6552226391707685,
-0.6439013731425144,
-0.6328333448642027,
-0.622079217863758,
-0.6116932724052306,
-0.6017229893011038,
-0.5922088189085899,
-0.5831841246055549,
-0.5746752842416496,
-0.5667019288284265,
-0.5592772951061189,
-0.5524086675152922,
-0.5460978853248353,
-0.5403418919792164,
-0.5351333058554382,
-0.5304609942927183,
-0.5263106357258476,
-0.5226652578032152,
-0.5195057423318317,
-0.5168112906379938,
-0.5145598453789844,
-0.5127284669404706,
-0.5112936642879775,
-0.5102316815145056,
-0.5095187423619749,
-0.5091312557249974,
-0.5090459856108951,
-0.509240189272016,
-0.5096917272870016,
-0.5103791492863852
],
[
-0.8032385634522856,
-0.8005020285264822,
-0.7970538958871904,
-0.7928892739500775,
-0.788009971300516,
-0.7824248998634916,
-0.7761503652764712,
-0.7692102244231301,
-0.7616358927943279,
-0.7534661883550174,
-0.7447470038476566,
-0.73553080577235,
-0.7258759653515245,
-0.7158459342067883,
-0.7055082847648139,
-0.6949336420486353,
-0.6841945389957766,
-0.6733642313376023,
-0.6625155100539092,
-0.6517195493154531,
-0.6410448256512917,
-0.6305561400081289,
-0.6203137687392468,
-0.6103727628205597,
-0.6007824072556223,
-0.5915858452257523,
-0.5828198645510501,
-0.5745148378560034,
-0.5666948027725365,
-0.5593776647344684,
-0.552575502471977,
-0.5462949551497316,
-0.5405376700732203,
-0.5353007908248304,
-0.5305774673659793,
-0.5263573718302013,
-0.5226272062234996,
-0.5193711908571856,
-0.5165715249122502,
-0.5142088129565023,
-0.5122624534240043,
-0.51071098697049,
-0.5095324042143279,
-0.5087044136578118,
-0.5082046715715656,
-0.5080109763401734,
-0.5081014302414424,
-0.5084545719000484,
-0.5090494827545327,
-0.5098658708396984
],
[
-0.7821729481354025,
-0.77930285675986,
-0.7757825254571218,
-0.771609594974142,
-0.7667878058001923,
-0.7613273253309224,
-0.755244972300336,
-0.7485643219854814,
-0.7413156782316158,
-0.7335359019468802,
-0.7252680903025445,
-0.7165611062826881,
-0.7074689641984794,
-0.6980500829808777,
-0.6883664250980361,
-0.6784825443935062,
-0.6684645706070246,
-0.6583791614762851,
-0.6482924548744259,
-0.6382690532846277,
-0.6283710710584282,
-0.6186572714933662,
-0.6091823160653342,
-0.5999961425207627,
-0.5911434823869044,
-0.5826635222203118,
-0.5745897069812627,
-0.5669496786307151,
-0.5597653386468902,
-0.5530530198053196,
-0.5468237503173663,
-0.5410835922508017,
-0.5358340359646279,
-0.5310724329335592,
-0.5267924506408108,
-0.5229845349978419,
-0.5196363678291245,
-0.5167333091793525,
-0.5142588164251998,
-0.51219483429752,
-0.5105221518649574,
-0.5092207242454436,
-0.5082699582702128,
-0.5076489625174341,
-0.5073367630657697,
-0.5073124870096317,
-0.5075555162521914,
-0.5080456143781749,
-0.5087630295366128,
-0.5096885762643704
],
[
-0.7627877246974705,
-0.7598203640231259,
-0.7562596229438981,
-0.7521052560064831,
-0.7473625599237012,
-0.7420426362294357,
-0.7361625607729839,
-0.7297454465422514,
-0.722820388659449,
-0.7154222836030942,
-0.7075915187012729,
-0.6993735325652678,
-0.6908182521709925,
-0.6819794174695375,
-0.672913809397516,
-0.6636804016284672,
-0.654339460039025,
-0.644951616386188,
-0.6355769439083658,
-0.6262740623735735,
-0.6170992985125339,
-0.608105924909804,
-0.599343496496447,
-0.5908572990806893,
-0.5826879192007963,
-0.5748709393312306,
-0.5674367574436763,
-0.5604105253970069,
-0.5538121968179115,
-0.547656672174035,
-0.5419540266948604,
-0.5367098056523179,
-0.5319253712050394,
-0.5275982854259482,
-0.5237227151343906,
-0.5202898455917988,
-0.517288291845992,
-0.5147044983876472,
-0.5125231196954603,
-0.51072737609853,
-0.5092993811034179,
-0.50822043786913,
-0.5074713038363929,
-0.5070324236153461,
-0.5068841311092482,
-0.5070068225125945,
-0.5073811022886885,
-0.507987904527734,
-0.5088085922372425,
-0.5098250371482607
]
],
"zauto": true,
"zmax": 2.6029933162314927,
"zmin": -2.6029933162314927
},
{
"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": [
[
0.4487246593560314,
0.4324922093974113,
0.416765145320624,
0.40176353570849904,
0.3877451768405948,
0.375008981442519,
0.3638930324137283,
0.35476358817849646,
0.3479919499296317,
0.3439188181266139,
0.3428106201719901,
0.34481757977677696,
0.34994571546226577,
0.35805181659646196,
0.3688625683834797,
0.38201081779494955,
0.3970779801468003,
0.4136328280389864,
0.43126110833127984,
0.44958467091603316,
0.4682714791976158,
0.4870389020037234,
0.5056526479173014,
0.5239232071651811,
0.541701096720656,
0.5588717288255508,
0.5753503809984413,
0.5910775206040403,
0.6060145982975891,
0.6201403435938073,
0.6334475510910386,
0.6459403230976131,
0.6576317244105887,
0.668541802206509,
0.6786959251102618,
0.6881233985906616,
0.6968563177952991,
0.704928623170055,
0.71237532837595,
0.7192318939419736,
0.7255337236920611,
0.7313157642237945,
0.7366121905915703,
0.7414561638706163,
0.7458796484725583,
0.7499132789755726,
0.7535862678521568,
0.7569263468554357,
0.7599597359902192,
0.7627111349758279
],
[
0.43635381823530006,
0.41955605571907517,
0.4032783437295077,
0.3877407471488345,
0.37320219188522363,
0.3599660225832134,
0.3483805517943736,
0.33883004291719204,
0.3317117844773172,
0.32739770251314904,
0.32618477737237855,
0.3282455556818188,
0.33359391721183873,
0.3420779130356131,
0.3534015583633638,
0.36716689069939706,
0.3829226165608813,
0.40020759387928395,
0.4185829463197766,
0.4376518450846041,
0.45706903935859505,
0.47654316984229345,
0.4958346358294557,
0.5147510853898467,
0.5331418951231909,
0.5508924607587178,
0.5679187491603379,
0.5841623304926079,
0.599585973268125,
0.6141698097471097,
0.6279080404255721,
0.6408061286540966,
0.6528784304117111,
0.664146204454024,
0.6746359513582765,
0.6843780346772935,
0.6934055425545166,
0.7017533532496393,
0.7094573728290925,
0.7165539176715735,
0.7230792183826187,
0.7290690252002413,
0.7345582980237014,
0.7395809668389883,
0.7441697505828464,
0.7483560244199697,
0.7521697270434867,
0.7556393009842077,
0.7587916600644787,
0.7616521790904434
],
[
0.42473853504946124,
0.4074387645696127,
0.3906794724045815,
0.3746794805407256,
0.3596964363975032,
0.3460344663694304,
0.3340474475501733,
0.3241325735261481,
0.31670854616930266,
0.31217537117993793,
0.31085939512356864,
0.31295614069769656,
0.31848922799101315,
0.32730042057175585,
0.3390737274493201,
0.3533831656926605,
0.3697476132308252,
0.3876788691556106,
0.4067160871782559,
0.42644604948950926,
0.44651212591749867,
0.4666155931485349,
0.48651247251533875,
0.5060081339969924,
0.5249510835731782,
0.5432267445050962,
0.5607516503650515,
0.5774682330115373,
0.5933402573953132,
0.6083488864033499,
0.6224893263027221,
0.6357679905624317,
0.6482001175287858,
0.6598077803544782,
0.6706182328701301,
0.6806625412209261,
0.6899744572884926,
0.6985894957943466,
0.7065441823614164,
0.7138754446297901,
0.7206201227748489,
0.7268145794827034,
0.7324943926369677,
0.7376941167071673,
0.7424471011502904,
0.74678535609119,
0.7507394571813862,
0.7543384828934501,
0.7576099786303755,
0.7605799429532448
],
[
0.41392604639118985,
0.39617938997136454,
0.3789985612501909,
0.3626006141009768,
0.3472403506626351,
0.33321985126853987,
0.32089449617907806,
0.3106695235489029,
0.302980150963669,
0.2982505659452771,
0.29683438025192355,
0.29894999271959993,
0.3046322632137094,
0.31371913038995375,
0.3258775334759086,
0.34065661676128434,
0.35754861782142167,
0.37604132418741704,
0.39565464393132,
0.4159612416016558,
0.43659487431878546,
0.45725073321665266,
0.47768131049709034,
0.4976901927996879,
0.5171252319721255,
0.5358718845610797,
0.5538471021593185,
0.5709939203564123,
0.5872767687644288,
0.6026774628155399,
0.6171918113493656,
0.630826765850831,
0.6435980383160737,
0.6555281201280293,
0.6666446414066791,
0.6769790177410031,
0.6865653383697728,
0.6954394564675739,
0.7036382481008541,
0.7111990116260271,
0.7181589838318214,
0.7245549530269116,
0.730422952597211,
0.7357980213648244,
0.7407140194327875,
0.7452034901548933,
0.7492975604835759,
0.753025873272285,
0.7564165461886772,
0.7594961527728189
],
[
0.40394865580740213,
0.38579681769633534,
0.36823879397143217,
0.35149004192515715,
0.33580197131473694,
0.3214730452873826,
0.30885740362025554,
0.29836457936073196,
0.29044212399100894,
0.28553467153360246,
0.2840206458571448,
0.2861405367042154,
0.2919411423105162,
0.30125828444620545,
0.3137441421642295,
0.3289256553949786,
0.34627126286216103,
0.36524754638809226,
0.38535773170181414,
0.4061625382379468,
0.42728782707171903,
0.44842397004461315,
0.4693207945711271,
0.4897806328348779,
0.5096509440504055,
0.5288172735922305,
0.547196892532207,
0.564733229831357,
0.5813910913926943,
0.5971526056105717,
0.612013814231118,
0.62598182356828,
0.6390724354130738,
0.651308184660088,
0.6627167194100273,
0.6733294679592275,
0.6831805451439456,
0.6923058577639795,
0.7007423752124515,
0.7085275370042324,
0.7156987736765629,
0.722293121599532,
0.7283469156549905,
0.7338955465952881,
0.7389732722512328,
0.7436130736915566,
0.7478465490086036,
0.7517038386758093,
0.7552135774443414,
0.758402868565065
],
[
0.39482971972386,
0.3762977063389144,
0.35838655301724637,
0.34131083870494827,
0.3253190578617168,
0.3107059841874443,
0.29782363729848615,
0.28708409144411623,
0.2789448465926573,
0.2738684933236638,
0.2722562495388422,
0.27436946338643936,
0.28026638965473416,
0.28978085066910175,
0.30255095014423833,
0.3180827224140743,
0.3358226632259978,
0.35521834324706586,
0.37575855247282763,
0.39699412384149785,
0.41854475180207923,
0.4400973402024864,
0.46140003737099855,
0.48225458487174144,
0.5025084455165889,
0.5220474356056988,
0.5407891614143908,
0.5586773352792281,
0.5756769374634982,
0.5917701431899743,
0.6069529193467097,
0.6212321958854363,
0.6346235242625511,
0.6471491451237347,
0.6588363977354821,
0.6697164134736823,
0.679823044595864,
0.6891919874198472,
0.6978600659020748,
0.7058646475064917,
0.7132431682581991,
0.7200327480748894,
0.7262698809560303,
0.7319901874765031,
0.7372282193654732,
0.7420173078344157,
0.7463894488250006,
0.7503752195447007,
0.7540037216040373,
0.7573025468147696
],
[
0.3865908832573624,
0.3676865955703125,
0.3494248931058263,
0.33202049644262605,
0.31572031480867346,
0.30081684292942007,
0.28766118962381027,
0.27666873732468406,
0.2683071492309303,
0.26305666202109856,
0.2613404975120195,
0.26343954834359856,
0.2694216746334011,
0.2791166047551992,
0.2921466559091457,
0.3079962211645548,
0.32609028292405007,
0.3458587599784797,
0.3667778656307243,
0.3883905075443238,
0.41031201278754154,
0.43222732377280404,
0.45388408625643845,
0.4750843125538791,
0.4956760536970291,
0.5155457502287091,
0.5346115100966218,
0.5528173488278301,
0.5701283291876778,
0.5865264995008013,
0.6020075212111637,
0.6165778811325857,
0.6302525941999407,
0.6430533145236192,
0.6550067844027816,
0.6661435619039843,
0.6764969773781666,
0.6861022778104776,
0.6949959252154202,
0.703215021491338,
0.7107968373401274,
0.7177784271540157,
0.7241963152853658,
0.7300862419579377,
0.7354829593523183,
0.7404200701992439,
0.744929902627422,
0.7490434161120267,
0.7527901342207816,
0.7561981005109388
],
[
0.37925895075085675,
0.35997604661702703,
0.3413477060181029,
0.32358982887020293,
0.3069496068616348,
0.2917198591226474,
0.27825389770952497,
0.26697370897641953,
0.258360191431013,
0.25291357496046707,
0.2510800752620398,
0.25315914429111386,
0.25922514840266286,
0.2690992782387216,
0.2823837187950309,
0.2985382544855375,
0.3169652501595888,
0.33707745835385655,
0.3583399821725823,
0.38028967265466024,
0.4025393636309401,
0.424773701208123,
0.4467411978402649,
0.4682451966325964,
0.4891351104319584,
0.5092985286546764,
0.5286543777942262,
0.5471471255291553,
0.5647419345166805,
0.5814206440621206,
0.597178456138228,
0.6120212117346471,
0.6259631570420425,
0.6390251131936105,
0.6512329767481251,
0.6626164902313141,
0.6732082326859306,
0.6830427893255748,
0.6921560671334923,
0.7005847297204001,
0.708365730094015,
0.7155359243395347,
0.7221317527038953,
0.7281889773488162,
0.7337424682098358,
0.7388260300800468,
0.7434722653242961,
0.7477124676052299,
0.7515765427368263,
0.7550929533320605
],
[
0.3728706766311569,
0.3531944095368664,
0.3341713142114646,
0.3160192587628396,
0.2989877158397921,
0.2833730967461289,
0.26953534122908446,
0.25790830109272733,
0.24899163201640906,
0.24331041795459815,
0.24133678905792647,
0.24338847002745637,
0.249542450445079,
0.2596050591489392,
0.2731518034780014,
0.28961302719501497,
0.3083661015002925,
0.32880636640093436,
0.3503889281913625,
0.37264632966552697,
0.3951907991484781,
0.417708438270387,
0.4399501182868916,
0.46172170914229976,
0.48287489408286854,
0.5032990617238892,
0.5229143862458159,
0.541666033975218,
0.5595193681421197,
0.5764560074443006,
0.5924706000406841,
0.6075681891976592,
0.6217620637962659,
0.6350720035534142,
0.6475228440181758,
0.6591432998049773,
0.6699649960692262,
0.6800216680059273,
0.6893484963057132,
0.697981553207153,
0.7059573392182757,
0.7133123949209281,
0.7200829756878385,
0.7263047797905915,
0.732012722398683,
0.7372407494902292,
0.7420216868214512,
0.7463871199256971,
0.7503673017086503,
0.7539910846354031
],
[
0.36747415439030084,
0.3473892298512492,
0.32794065017707275,
0.3093485940033058,
0.29186651710247724,
0.27579767358353113,
0.26151345204876886,
0.24946574353480386,
0.24017991277811054,
0.2342125163465154,
0.2320661642676501,
0.2340775318832484,
0.24032229800447244,
0.25058472490467154,
0.26440592558274356,
0.28118096036002727,
0.30025912987322184,
0.3210176744153122,
0.3429025458044716,
0.36544356390788735,
0.38825415046487294,
0.41102357923847044,
0.4335065745672305,
0.4555127550403867,
0.47689702113513355,
0.49755125377895254,
0.5173973463421606,
0.5363814496663537,
0.5544692637246139,
0.5716422067411603,
0.587894307269776,
0.60322968505984,
0.6176605074239196,
0.6312053272056563,
0.6438877256131956,
0.6557351979821838,
0.6667782330494966,
0.6770495467361792,
0.686583439974944,
0.6954152570051656,
0.7035809260264193,
0.7111165683703459,
0.718058165624723,
0.7244412766084736,
0.7303007979156985,
0.7356707630619924,
0.7405841761964196,
0.7450728769859261,
0.7491674337150003,
0.7528970619347102
],
[
0.36312629009210795,
0.34262533673973616,
0.3227284654592086,
0.30365798261933524,
0.28567238084218294,
0.26908429699582687,
0.2542807291331497,
0.24173733636238656,
0.23201210552499368,
0.22570017588873958,
0.22334014060915922,
0.22528935171960654,
0.23161903627564065,
0.2420846268592096,
0.25618536322524993,
0.2732753384788617,
0.2926727862914864,
0.31373613085079005,
0.335902884565868,
0.3587015495502054,
0.3817483517769672,
0.40473728523050734,
0.42742828300551416,
0.44963582519792694,
0.47121889238118286,
0.49207248650533064,
0.5121206422680801,
0.5313107433009352,
0.549608934477487,
0.5669964337726304,
0.5834665714554853,
0.5990224111842849,
0.6136748328981263,
0.6274409799145296,
0.6403429920288762,
0.6524069627643355,
0.663662072483152,
0.6741398601392451,
0.6838736053390566,
0.6928977993898128,
0.7012476894455051,
0.7089588839837162,
0.7160670109079044,
0.7226074217879235,
0.7286149373143496,
0.734123630107806,
0.7391666417231408,
0.7437760311247671,
0.7479826521660652,
0.7518160577456195
],
[
0.35988683605524713,
0.3389779815859991,
0.31862774449674236,
0.2990599377859777,
0.28053833348696156,
0.26338626408687377,
0.24800888525242124,
0.2349095109550455,
0.22468391418551537,
0.21797172522343283,
0.2153527667589322,
0.21720756641711422,
0.22360128757271056,
0.23425564643143662,
0.2486223836551536,
0.26601046553664626,
0.28570507343554147,
0.3070455898009725,
0.3294618968827619,
0.3524824394019734,
0.3757276016033835,
0.39889735706583707,
0.42175792466773,
0.44412950851280275,
0.465875815648559,
0.48689541490213784,
0.507114752682327,
0.5264825698267825,
0.5449654650431903,
0.5625443785644448,
0.579211804519975,
0.5949695744619335,
0.6098270848030513,
0.6237998669711455,
0.6369084209627693,
0.649177251038964,
0.6606340569767449,
0.6713090460085479,
0.6812343397739659,
0.690443457676016,
0.6989708633495156,
0.7068515648472202,
0.7141207619255893,
0.7208135357204073,
0.72696457735642,
0.7326079528097008,
0.7377769017770096,
0.7425036685127805,
0.7468193626554284,
0.750753848042622
],
[
0.35781032170113386,
0.3365225951141024,
0.3157390984699719,
0.2956843641769459,
0.27662699672734,
0.258900961053742,
0.24292994093902792,
0.2292458337103109,
0.21848391544744478,
0.21133095472664531,
0.2084111333616841,
0.2101304792305631,
0.21654836935527244,
0.227351210934166,
0.2419412670754299,
0.2595813061212384,
0.2795235600010741,
0.3010892489647547,
0.3237018093058045,
0.3468908158823911,
0.3702818613006789,
0.39358176083835616,
0.41656368323810555,
0.43905403000042714,
0.46092153341361863,
0.4820684748508682,
0.5024237299608437,
0.5219373126354397,
0.540576115675192,
0.5583205903844999,
0.5751621531976645,
0.5911011490271836,
0.6061452367853553,
0.6203080924590434,
0.6336083497147994,
0.6460687179027481,
0.6577152331446338,
0.6685766105373762,
0.6786836749412899,
0.6880688548675158,
0.6967657290954169,
0.7048086192445049,
0.7122322239459863,
0.7190712917986969,
0.7253603311923866,
0.7311333555292054,
0.7364236625209276,
0.7412636461981973,
0.7456846401225355,
0.7497167901017453
],
[
0.3569376940445384,
0.33532344900387534,
0.3141559173340639,
0.29365981128130786,
0.2741078433156559,
0.25584348259686224,
0.2393071651190107,
0.22505682817462166,
0.21376418685729343,
0.206160330729541,
0.20291224150483647,
0.2044517080799629,
0.2108341919833485,
0.2217137589679371,
0.23644682009362808,
0.25425372972103877,
0.2743571597688373,
0.29606281183750605,
0.31878952184876097,
0.3420691764759422,
0.3655332732661271,
0.38889582956492935,
0.4119370908979133,
0.4344896158354415,
0.4564269981226379,
0.4776549764410655,
0.49810453517606407,
0.5177265984064003,
0.5364879680071124,
0.5543682165071553,
0.571357302062299,
0.5874537223193401,
0.6026630654057278,
0.6169968503143701,
0.6304715764204121,
0.6431079236568757,
0.6549300618398669,
0.6659650405608701,
0.6762422406737044,
0.6857928753424306,
0.6946495334502889,
0.7028457613841288,
0.7104156812102609,
0.7173936443783163,
0.7238139205942917,
0.7297104215984108,
0.7351164594237058,
0.7400645384120447,
0.7445861799073789,
0.7487117781868953
],
[
0.3572894606848388,
0.33542359306523656,
0.3139502866495646,
0.2930945682766292,
0.2731328181480791,
0.2544164737224715,
0.23739941337057474,
0.22265986517777983,
0.21089760029561674,
0.202878019091962,
0.19930193493565065,
0.20062249569236193,
0.2068935989108605,
0.2177452262835121,
0.2324988851424084,
0.25034281998867014,
0.270477947607753,
0.29219946057641827,
0.31492435209072356,
0.3381880539249569,
0.3616282761320785,
0.38496602310610983,
0.4079881229090278,
0.4305326561433407,
0.45247737959836304,
0.47373077202677233,
0.494225217979684,
0.5139118702163407,
0.5327567981674922,
0.5507381030031071,
0.5678437465596009,
0.5840698983773281,
0.5994196522615126,
0.6139020019895672,
0.6275309961702056,
0.6403250159483993,
0.6523061373180307,
0.6634995532402898,
0.6739330404632742,
0.6836364626844775,
0.6926413061709387,
0.700980246720769,
0.7086867483802612,
0.7157946949941782,
0.7223380557518934,
0.7283505856173156,
0.7338655610565579,
0.7389155509182908,
0.7435322217554348,
0.74774617635347
],
[
0.35886167728462953,
0.3368379680376443,
0.3151622401139038,
0.29406090151327774,
0.2738142918318912,
0.25478054542679873,
0.2374230093223581,
0.22233215298526957,
0.21022267007960602,
0.2018767743877479,
0.19801128119434358,
0.1990894919522597,
0.2051648576254637,
0.21585628076157184,
0.2304690527390527,
0.24817686358430877,
0.26817171700367365,
0.28974607925874635,
0.3123190058565024,
0.3354308877064412,
0.3587256362322051,
0.38193049159790027,
0.4048377718186488,
0.42728986419167914,
0.44916746571870697,
0.4703806242325986,
0.4908620352009128,
0.5105620868870664,
0.5294452248584138,
0.547487289694539,
0.5646735567850248,
0.5809972709712913,
0.5964585213712071,
0.6110633439897563,
0.6248229729402554,
0.6377531866087259,
0.6498737141752159,
0.6612076817546332,
0.671781087110222,
0.6816222983623024,
0.6907615761575546,
0.6992306210341244,
0.7070621487394859,
0.7142894964402497,
0.7209462624161076,
0.7270659811823698,
0.7326818351998111,
0.7378264035182308,
0.7425314469335117,
0.74682772856038
],
[
0.3616254217503122,
0.339550784686887,
0.31779406749876693,
0.2965849976306815,
0.27620897529083055,
0.25703012716256374,
0.23951727241879575,
0.22426387328706626,
0.21198326083087596,
0.20345133266121576,
0.19937563246005482,
0.20021169778633938,
0.2060108866912611,
0.2163963665026792,
0.23068148152650367,
0.24804888093497995,
0.2676990649425381,
0.2889323656990433,
0.3111752115828667,
0.33397486075042554,
0.3569813900419882,
0.3799272378063986,
0.40260872486650295,
0.42487091289015255,
0.44659582212045024,
0.4676935487612329,
0.4880957125591118,
0.5077506992144967,
0.5266202425862082,
0.5446769793985472,
0.5619026900402224,
0.5782870085460278,
0.5938264422336735,
0.6085235874410748,
0.6223864636423876,
0.6354279153731796,
0.6476650513413571,
0.6591187042347715,
0.6698129043146248,
0.6797743659935872,
0.6890319901488504,
0.6976163866506937,
0.7055594220764898,
0.7128937972713884,
0.7196526586383304,
0.7258692460268233,
0.7315765790043203,
0.7368071822426842,
0.7415928498002569,
0.7459644472628927
],
[
0.3655296569050187,
0.34351734983674254,
0.3218103567138689,
0.3006441344377825,
0.28031068088145045,
0.261179735578125,
0.24372168217759715,
0.22852339355757662,
0.21627956297813344,
0.20773476899359306,
0.20355917609975693,
0.20417919243289392,
0.20963936778616554,
0.21958102977775876,
0.2333505220722018,
0.25016514841134024,
0.2692539173296693,
0.2899378586206533,
0.3116576729637788,
0.33397036477613445,
0.35653264436492793,
0.37908130498466913,
0.40141519180358237,
0.4233803180891908,
0.4448582766319797,
0.46575754804047803,
0.4860071556507051,
0.5055521286728148,
0.5243503066689839,
0.5423701050004568,
0.5595889442801087,
0.575992120176265,
0.5915719510513847,
0.6063270899662685,
0.620261925604503,
0.6333860251670028,
0.6457135928728561,
0.6572629319531658,
0.6680559073659221,
0.6781174121229161,
0.6874748431236815,
0.6961575935509967,
0.7041965688274384,
0.7116237323345297,
0.7184716858967484,
0.7247732886704512,
0.7305613167115654,
0.7358681642254623,
0.7407255863843992,
0.7451644826589918
],
[
0.3705067628444306,
0.3486696902948893,
0.32714337265374094,
0.3061712682368479,
0.28605328106475353,
0.26716409973055777,
0.24997156606576393,
0.2350466054606806,
0.2230491786484218,
0.21467005075336235,
0.2105170934462058,
0.21096798121908572,
0.21605398325916395,
0.2254436542193765,
0.23853618000297877,
0.2546061711244601,
0.2729305114867839,
0.29286461851432544,
0.3138717547258296,
0.3355228920428544,
0.3574829123967948,
0.37949289139157666,
0.4013532420114994,
0.42290954646866197,
0.44404143657263845,
0.46465425188813014,
0.48467298902504286,
0.5040380286664649,
0.5227021788157215,
0.5406286514780513,
0.5577896719292671,
0.5741654944330429,
0.5897436616668998,
0.6045183962708709,
0.6184900524950947,
0.6316645853053785,
0.6440530152098451,
0.655670881209743,
0.6665376832271295,
0.6766763204783443,
0.68611253466036,
0.694874367377966,
0.7029916406341068,
0.7104954679266886,
0.7174178018922291,
0.7237910227471572,
0.7296475701540404,
0.7350196196733665,
0.7399388036987115,
0.744435975731353
],
[
0.3764796081546585,
0.3549246938111945,
0.33370240584836,
0.3130657345338727,
0.2933229185827643,
0.2748520640900778,
0.25811390093743924,
0.24365475786621812,
0.23208673552776482,
0.22403024192082363,
0.22001382852284118,
0.2203530304575932,
0.22505976589674415,
0.23383284267168766,
0.24613523604756488,
0.26131404266179226,
0.2787092425032502,
0.2977231205165716,
0.3178503117462582,
0.3386812038005847,
0.3598917252094037,
0.38122834699051256,
0.40249305430552,
0.4235303620362603,
0.4442169774254168,
0.4644540078600943,
0.4841613260641371,
0.5032736304324208,
0.5217377625536544,
0.5395109090279864,
0.5565593911153135,
0.5728578191289565,
0.5883884523032291,
0.6031406568621134,
0.6171103952416845,
0.6302997090780373,
0.6427161793685212,
0.6543723609520543,
0.6652851968192215,
0.6754754222115867,
0.6849669701935316,
0.6937863903104006,
0.7019622907835066,
0.7095248129412379,
0.7165051445967313,
0.7229350770878284,
0.7288466088375578,
0.7342715966530472,
0.739241454593727,
0.7437868991130127
],
[
0.38336885767589596,
0.3621931309988249,
0.3413850378583159,
0.321207483162479,
0.3019762109324003,
0.28407010976313707,
0.26793784342486926,
0.25409378378449554,
0.2430931599004026,
0.23547698128481484,
0.23168701577273837,
0.23197118329068117,
0.23631813282259376,
0.24445507675850842,
0.25591055987780115,
0.2701101238272481,
0.2864655436376618,
0.30443513239446157,
0.3235527988281973,
0.3434342612902203,
0.36377043462872405,
0.3843155072619869,
0.4048741771332976,
0.4252902389141641,
0.4454373292027953,
0.46521189841624633,
0.48452813641730813,
0.5033144584586354,
0.5215111522746904,
0.5390688350975607,
0.5559474371710041,
0.5721154978953632,
0.5875496230879321,
0.6022340033076862,
0.6161599330839125,
0.6293253001110187,
0.641734033659672,
0.6533955144478285,
0.6643239557691486,
0.6745377693156549,
0.6840589300992275,
0.6929123541361025,
0.7011253008245832,
0.7087268097264549,
0.7157471791015756,
0.7222174912634781,
0.728169187751984,
0.7336336955237855,
0.7386421038677454,
0.7432248905548712
],
[
0.39109928075977696,
0.3703878913648614,
0.35008803821804113,
0.33047165119813865,
0.3118598776488097,
0.29462882756300707,
0.2792101788254405,
0.26608084028661455,
0.25573463387415585,
0.24863129212346713,
0.24512680460915215,
0.24540303982120573,
0.24942427712999046,
0.25694172789236064,
0.2675445919781747,
0.28073473453600556,
0.29599747651340663,
0.31285169301824395,
0.3308761227561325,
0.3497170489727779,
0.3690846224549489,
0.3887438650282794,
0.4085042911909199,
0.42821028438164416,
0.44773314499149686,
0.46696501118355893,
0.48581448534299815,
0.5042036454181841,
0.5220660887884305,
0.539345687408134,
0.5559957909556454,
0.571978678912812,
0.5872651219515276,
0.6018339627405727,
0.6156716649128637,
0.6287718070254912,
0.6411345174231992,
0.652765857814704,
0.663677169878935,
0.6738844018976204,
0.6834074325320216,
0.6922694074017237,
0.700496101797645,
0.7081153201694551,
0.7151563403004212,
0.7216494075252533,
0.7276252820732586,
0.7331148406820961,
0.7381487320376305,
0.7427570843382898
],
[
0.39960409943868913,
0.37943005860815443,
0.3597158963027769,
0.3407405349589713,
0.32282742367585815,
0.30634584358978,
0.2917061213793433,
0.2793443691003601,
0.2696925482338465,
0.26313283498282625,
0.25994239857169676,
0.26024346261046705,
0.2639773812584558,
0.2709145215469196,
0.28069645134951937,
0.29289394113926526,
0.30706196151858206,
0.32277978745756886,
0.33967336656587865,
0.35742306519663514,
0.3757619125518692,
0.39446898905092714,
0.4133612389179264,
0.43228563624974864,
0.45111262245642253,
0.46973108548866715,
0.4880447893503589,
0.5059699947600217,
0.5234339638362681,
0.5403740599833128,
0.5567372035142601,
0.572479502304436,
0.58756593274367,
0.6019699935842456,
0.6156732920169327,
0.628665047753813,
0.6409415184698826,
0.6525053604715455,
0.6633649437213236,
0.6735336419347331,
0.6830291176570382,
0.6918726199996655,
0.7000883097731826,
0.7077026235789254,
0.714743685326168,
0.7212407708112699,
0.7272238285253425,
0.7327230577832067,
0.7377685435857574,
0.7423899463142483
],
[
0.4088268440646796,
0.3892519957870301,
0.370185708819568,
0.35191101355053067,
0.33474997027188663,
0.3190609757481506,
0.3052295828873878,
0.29364990138392894,
0.2846947578970247,
0.27867611590322255,
0.2758025823899269,
0.27614571735982024,
0.27962721741529994,
0.28603261545078135,
0.29504690889259766,
0.3062999964591668,
0.3194090833009259,
0.33400995104743364,
0.3497749694904011,
0.366419861797203,
0.3837028575695104,
0.4014197469024912,
0.41939746702380887,
0.4374878619833412,
0.4555624469233605,
0.47350845250651785,
0.4912260941526409,
0.5086268471562143,
0.5256324556421972,
0.5421744150314705,
0.5581937115449721,
0.573640656950311,
0.5884747097142041,
0.6026642186715654,
0.6161860600223087,
0.6290251630765556,
0.641173936057731,
0.6526316122596133,
0.6634035407576296,
0.6735004462904361,
0.6829376811375639,
0.6917344887894455,
0.6999132956256972,
0.7074990431478877,
0.7145185698429916,
0.7210000486462406,
0.7269724833029272,
0.7324652647160159,
0.7375077865927097,
0.7421291183306222
],
[
0.41872068057414463,
0.39979727994489345,
0.38142807196286416,
0.3638968082115897,
0.3475202947345727,
0.3326423678931674,
0.3196214882060753,
0.3088103439465682,
0.30052744799355907,
0.2950237147394979,
0.2924506424507823,
0.29283894271810507,
0.2960949670382948,
0.3020167630767694,
0.3103247917934955,
0.32069815057941153,
0.3328074161658612,
0.3463386875790259,
0.36100747989991916,
0.37656396825261484,
0.39279228181852927,
0.4095065374291446,
0.42654569976382906,
0.4437686138989442,
0.46104991161536363,
0.4782770266037342,
0.49534826417597094,
0.51217172310096,
0.5286648179350848,
0.5447541613966085,
0.5603756084425318,
0.5754743165169279,
0.5900047276452988,
0.6039304213192791,
0.6172238201640603,
0.6298657533594908,
0.6418448970986096,
0.6531571188807338,
0.6638047550118353,
0.6737958499433236,
0.6831433833133541,
0.6918645067243809,
0.6999798080702823,
0.7075126170575874,
0.7144883617146924,
0.7209339822917227,
0.7268774060778705,
0.7323470843036555,
0.7373715904209027,
0.7419792776140299
],
[
0.42924563862694576,
0.4110179616497073,
0.39338451121184437,
0.37662620619962955,
0.36105089888078973,
0.34698480611166677,
0.33475804692928335,
0.32468377337166576,
0.3170321038106457,
0.3120025246330157,
0.3097006732841547,
0.3101259380352754,
0.31317402880213835,
0.3186541534196278,
0.32631590816624,
0.33587877784061115,
0.3470579297180457,
0.3595826748277558,
0.3732068728147715,
0.3877125615937426,
0.40290895144748623,
0.41862891881955144,
0.43472467982549673,
0.45106374000427535,
0.4675256900063108,
0.48400002300623035,
0.5003848990193432,
0.5165866520358201,
0.5325197948131032,
0.5481072906270142,
0.5632809045862267,
0.5779815002086149,
0.5921591979484473,
0.6057733550546536,
0.6187923583222928,
0.6311932432085335,
0.6429611659204866,
0.6540887614029479,
0.6645754215950949,
0.6744265265569779,
0.6836526574081133,
0.6922688154417402,
0.7002936669476902,
0.7077488286227723,
0.7146582042196502,
0.7210473794066573,
0.7269430787207029,
0.732372685979213,
0.7373638275301815,
0.7419440162019755
],
[
0.44036451009086214,
0.42287008824791633,
0.40600261344581934,
0.3900367311842325,
0.37526805007071207,
0.3620028332635549,
0.35054253263851776,
0.3411634749856116,
0.3340936303061726,
0.3294902461109204,
0.3274233366699923,
0.32786956652900656,
0.33071861131371183,
0.33579048201689005,
0.34285926737507516,
0.3516776565338874,
0.36199760087975896,
0.373584637968962,
0.3862255763405862,
0.3997307124635495,
0.4139323747463023,
0.42868156707196714,
0.44384410972284005,
0.4592971897365079,
0.4749267841199183,
0.49062607668964925,
0.5062947680923557,
0.521839064649685,
0.5371720982779004,
0.5522145481802961,
0.5668952806514501,
0.581151877955191,
0.5949309792138952,
0.60818839944356,
0.620889025118318,
0.633006506259712,
0.6445227776200272,
0.6554274471299819,
0.6657170904390316,
0.6753944878344572,
0.6844678354503773,
0.6929499574668802,
0.700857540631461,
0.708210407337569,
0.7150308389103679,
0.7213429567901696,
0.7271721659962787,
0.7325446625724389,
0.7374870046044983,
0.7420257447924289
],
[
0.45203834054842157,
0.4353086352666367,
0.4192302955994521,
0.4040685786164115,
0.39010412223871604,
0.37762164527199377,
0.3668943479963018,
0.35816487692969134,
0.35162510956987797,
0.34739831436234264,
0.3455277278289385,
0.3459746598865481,
0.348626928595197,
0.3533156156561496,
0.359836079447109,
0.36796868129342647,
0.37749569608144184,
0.3882126482855199,
0.39993401372369775,
0.41249436401832124,
0.4257465095168167,
0.4395581662294513,
0.4538083532341323,
0.4683843077602463,
0.4831793098285278,
0.4980915001128792,
0.5130235724283816,
0.5278831174349533,
0.5425833647856709,
0.5570440914159054,
0.571192510804469,
0.5849640141103593,
0.5983026874596107,
0.6111615740404498,
0.6235026827681937,
0.6352967673721223,
0.6465229124659742,
0.6571679686301669,
0.6672258788743479,
0.6766969358868457,
0.6855870046441991,
0.6939067392914066,
0.701670817418778,
0.7088972093966284,
0.7156064955315847,
0.7218212395893008,
0.7275654237101091,
0.7328639468946512,
0.7377421869939178,
0.7422256244272263
],
[
0.4642223887648529,
0.44828292633538613,
0.4330105518488257,
0.41865849008604333,
0.40549032318543243,
0.39376834287112883,
0.3837384804122258,
0.37561299918986735,
0.3695532509907583,
0.36565563949444935,
0.36394396579586974,
0.36437022805798525,
0.3668239274070804,
0.3711477633630072,
0.37715618828706726,
0.38465312461231954,
0.393446080684531,
0.40335535140595624,
0.4142183529476529,
0.42589005703827404,
0.4382408847431299,
0.4511533986662439,
0.46451886360907985,
0.4782343809304338,
0.49220094795879044,
0.5063225104530922,
0.5205058853240483,
0.5346613292451525,
0.5487034988880133,
0.5625525676059709,
0.5761353097198908,
0.5893860197618007,
0.6022471882725777,
0.614669901368566,
0.6266139656549817,
0.6380477832166065,
0.6489480148893925,
0.6592990759391656,
0.6690925088060432,
0.67832627460378,
0.6870040000891636,
0.6951342109363294,
0.7027295761143124,
0.7098061824451644,
0.7163828532801977,
0.7224805207947145,
0.7281216576934476,
0.7333297711083807,
0.738128959094039,
0.7425435283047153
],
[
0.47686321672070353,
0.4617333456802669,
0.44727765939193614,
0.4337352626924639,
0.4213512593352334,
0.4103652714114606,
0.40099736017447873,
0.39343267072015736,
0.38780696776597956,
0.3841957243804216,
0.3826091965694362,
0.38299482154012277,
0.3852465888632416,
0.3892193735215653,
0.3947452299725506,
0.4016486300459423,
0.4097584304926532,
0.41891553679071186,
0.4289763376441474,
0.4398127448643298,
0.4513100178528928,
0.4633635519596464,
0.47587559186760325,
0.48875251781603357,
0.5019030366252568,
0.5152373477574617,
0.5286671720137401,
0.5421064285265603,
0.5554723115836109,
0.5686865330778367,
0.5816765390287149,
0.5943765628509957,
0.6067284318578438,
0.6186820897345091,
0.6301958332581246,
0.6412362860071101,
0.6517781464713571,
0.661803754843526,
0.6713025239700946,
0.6802702773799777,
0.6887085325349714,
0.6966237616139023,
0.7040266560513825,
0.710931415215298,
0.7173550743205475,
0.723316882082445,
0.7288377347515795,
0.733939670019054,
0.7386454217773128,
0.7429780347904572
],
[
0.4898972681382441,
0.4755897607234473,
0.46195533405507866,
0.4492174738749396,
0.43760202008891486,
0.4273262350109835,
0.41858599838146804,
0.4115424570400909,
0.40631006354368443,
0.40294818558788925,
0.40145811286098243,
0.4017862931990756,
0.4038332607507924,
0.40746645547575616,
0.41253442804883445,
0.41887996845612163,
0.42635035894908996,
0.43480390316693923,
0.44411278611726995,
0.45416295938234946,
0.464852056945375,
0.47608637227771466,
0.4877777596246218,
0.4998410599908817,
0.5121923748881052,
0.5247482714886336,
0.5374258284777355,
0.5501433286860592,
0.5628213643219817,
0.5753841275425124,
0.5877606954695318,
0.599886168740084,
0.6117025743434532,
0.6231594892820748,
0.6342143777680377,
0.6448326603315772,
0.6549875492397669,
0.6646596927508374,
0.6738366729623662,
0.6825124002231245,
0.690686442829423,
0.69836332521149,
0.7055518218820379,
0.7122642686260172,
0.7185159070919966,
0.7243242742737545,
0.7297086444072104,
0.7346895275440352,
0.7392882264492431,
0.743526451434913
],
[
0.5032509794946629,
0.48977168591655557,
0.47695685466551835,
0.46501342982509786,
0.4541477787758612,
0.44455556621547665,
0.4364103607086441,
0.4298522212021483,
0.42497792370453175,
0.42183457172393074,
0.42041793819048084,
0.4206760304398851,
0.4225172834616331,
0.4258218295124431,
0.4304537815795832,
0.43627252840353986,
0.44314156802238003,
0.4509341636946858,
0.45953583907309226,
0.46884426895058223,
0.47876740520907235,
0.48922072604928946,
0.5001243759327386,
0.5114007506598706,
0.522972843828964,
0.5347634559667309,
0.5466952036868254,
0.5586911629608559,
0.5706759341408761,
0.5825769148289286,
0.5943255950107083,
0.6058587326713767,
0.6171193158973298,
0.6280572614614287,
0.6386298358367779,
0.6488018110016638,
0.658545384653579,
0.6678399039309301,
0.6766714352255934,
0.6850322219206854,
0.6929200684331356,
0.7003376839865475,
0.7072920139697807,
0.7137935811514627,
0.7198558537954628,
0.7254946530644637,
0.7307276080977637,
0.735573663817604,
0.7400526438207367,
0.7441848685880319
],
[
0.5168422128419248,
0.5041899178242654,
0.492186822122174,
0.4810229355556491,
0.4708854365221754,
0.4619495010638002,
0.4543683469364341,
0.4482636112286591,
0.44371744480536346,
0.44076768905439445,
0.4394071142412128,
0.43958698784949624,
0.44122439276162584,
0.44421199255083055,
0.4484285664047522,
0.4537486924860602,
0.4600503713070102,
0.46721997574651764,
0.4751545049998334,
0.4837615723070739,
0.492957812631181,
0.5026664625636654,
0.5128147850934511,
0.5233318448264143,
0.5341469399936006,
0.5451888089850807,
0.5563855783555277,
0.5676653183012641,
0.5789570203595309,
0.5901918022990749,
0.6013041647345294,
0.6122331603584976,
0.6229233791752365,
0.6333256940356038,
0.6433977454956656,
0.6531041715307818,
0.6624166057720429,
0.6713134786524713,
0.6797796606367444,
0.6878059871443634,
0.6953887023035357,
0.7025288544747245,
0.7092316714558243,
0.7155059380577677,
0.7213633937326788,
0.7268181633898463,
0.7318862305685422,
0.7365849587885553,
0.7409326641535453,
0.7449482400924454
],
[
0.5305826423554042,
0.5187491974240757,
0.507544028584447,
0.49714027786466175,
0.4877066126113372,
0.4793990721732185,
0.47235249691163783,
0.4666725084716624,
0.462429167537208,
0.4596533611697701,
0.45833662160704475,
0.4584345026221192,
0.459872984391062,
0.4625568337206508,
0.46637856850073867,
0.4712267204934624,
0.47699240655896713,
0.4835736810123589,
0.4908776134622847,
0.49882041262877064,
0.5073261451360905,
0.5163246752509415,
0.5257494053305545,
0.5355352704112611,
0.5456172780601565,
0.5559297231104506,
0.5664060715654934,
0.5769794120126363,
0.5875833190059874,
0.5981529560928264,
0.6086262572310868,
0.6189450537861283,
0.6290560505787256,
0.6389115912538452,
0.648470185784959,
0.6576967987833482,
0.6665629157923793,
0.6750464164262562,
0.6831312891968392,
0.6908072245122465,
0.698069120933531,
0.7049165364621782,
0.7113531122853246,
0.7173859916750392,
0.7230252520640632,
0.7282833639790488,
0.7331746866555852,
0.7377150068515547,
0.7419211246229291,
0.7458104875994056
],
[
0.5443806714250965,
0.5333514074670956,
0.5229248736327121,
0.5132577852263385,
0.5045012700556131,
0.49679373022385204,
0.49025355327718606,
0.48497249010324195,
0.4810105999790292,
0.4783935628106237,
0.4771128552219924,
0.4771288290828895,
0.4783762294315028,
0.4807712798334482,
0.484219255386595,
0.48862149686366724,
0.493881057950866,
0.4999065336383883,
0.5066139909520604,
0.5139272324373287,
0.5217768228834329,
0.5300983911607071,
0.5388306983951986,
0.5479138717928583,
0.5572880746361644,
0.5668927479574066,
0.5766664408928307,
0.5865471581128338,
0.5964730985782669,
0.6063836378950846,
0.6162204101215313,
0.6259283656267575,
0.6354567113257634,
0.6447596716203668,
0.6537970379714363,
0.6625344995174661,
0.6709437654788601,
0.679002502339297,
0.6866941157537234,
0.6940074098834393,
0.7009361565360215,
0.7074786041162244,
0.7136369528163848,
0.719416818333982,
0.7248267021570989,
0.7298774824070416,
0.7345819355512847,
0.738954296090032,
0.743009858605134,
0.7467646243298851
],
[
0.55814448473471,
0.5478988604635497,
0.5382268344776525,
0.5292694226577026,
0.5211613830782406,
0.5140250452692737,
0.5079641731768918,
0.5030585372626474,
0.49935990529860314,
0.49689005378418194,
0.49564114712885504,
0.49557847198058336,
0.49664513226258533,
0.49876800355270845,
0.5018640892066033,
0.5058464435652352,
0.5106290056191778,
0.5161299583550104,
0.522273521617059,
0.5289903376876839,
0.5362167808207023,
0.54389360249245,
0.5519643217476152,
0.5603737059702419,
0.5690665877983028,
0.5779871535723359,
0.5870787373683332,
0.596284075038621,
0.6055459204170208,
0.6148079006516454,
0.6240154851489947,
0.6331169564168871,
0.6420642944128326,
0.6508139129356512,
0.65932721272808,
0.6675709384996724,
0.6755173446815742,
0.6831441871229832,
0.6904345655733612,
0.6973766454780104,
0.7039632882852901,
0.7101916180228359,
0.7160625491244138,
0.7215802969962033,
0.7267518890595999,
0.731586690314203,
0.7360959540316656,
0.7402924051328812,
0.7441898611686045,
0.7478028936249728
],
[
0.5717849190991632,
0.5622973354150386,
0.5533516242068612,
0.5450740310137003,
0.5375842284685964,
0.5309900371741607,
0.5253822995721428,
0.5208304559153983,
0.5173793751784506,
0.5150478898951724,
0.513829274577775,
0.5136936274126374,
0.5145918254776622,
0.5164604935034852,
0.5192273083266323,
0.5228159761194999,
0.5271503513449628,
0.5321573725296119,
0.5377687176168674,
0.5439212838494206,
0.5505567425440019,
0.5576204950180337,
0.5650603656086532,
0.5728253253363418,
0.580864464624438,
0.589126345243105,
0.597558776858388,
0.6061089937912838,
0.6147241588708501,
0.6233520947045335,
0.6319421357261141,
0.6404460023221231,
0.6488186157826631,
0.657018794753228,
0.6650097962865805,
0.6727596847804447,
0.6802415285184831,
0.6874334356676789,
0.6943184495697857,
0.7008843275502786,
0.7071232289908792,
0.7130313378325094,
0.7186084426858117,
0.723857494900612,
0.7287841617283456,
0.7333963884242348,
0.7377039799957542,
0.7417182104438922,
0.7454514648344102,
0.748916917403603
],
[
0.5852179370104312,
0.5764586413361119,
0.5682078115362295,
0.5605779785067262,
0.5536750591200602,
0.5475938779940944,
0.5424139125013078,
0.5381957017103648,
0.5349783461596583,
0.532778431058583,
0.5315905362130519,
0.5313892795343792,
0.5321326221167937,
0.5337659902062809,
0.5362266802364112,
0.5394480222725289,
0.5433628743266993,
0.547906175506206,
0.5530164619097759,
0.5586364102697892,
0.5647125953828764,
0.5711947162855828,
0.5780345629839082,
0.5851849693468483,
0.5925989424863163,
0.600229089761404,
0.6080273950137376,
0.6159453358723606,
0.6239342899053678,
0.6319461510026843,
0.6399340674438997,
0.6478532163890839,
0.6556615418755841,
0.66332040068093,
0.6707950791331821,
0.6780551615650338,
0.6850747460419382,
0.6918325145184455,
0.6983116725976012,
0.7044997789063239,
0.7103884862963358,
0.7159732172513259,
0.7212527946203728,
0.7262290466223335,
0.7309064023933084,
0.7352914914948107,
0.7393927579871297,
0.7432200970470195,
0.7467845197575599,
0.7500978496625842
],
[
0.5983665843530123,
0.5903025964905909,
0.5827127988538087,
0.5756971270771327,
0.5693490638280956,
0.5637518657231003,
0.558975048245123,
0.5550714787748842,
0.5520754051110132,
0.5500016644901543,
0.5488461827654217,
0.5485877068222044,
0.5491905480294675,
0.5506079849861144,
0.5527859062910915,
0.5556662792823753,
0.5591901019560727,
0.5632996121116465,
0.5679396629946891,
0.5730583019809238,
0.5786066882624983,
0.5845385462690122,
0.5908093719460015,
0.5973755944518296,
0.6041938561789039,
0.6112205207640377,
0.618411462762813,
0.6257221424991021,
0.6331079307833056,
0.6405246231178199,
0.6479290714277608,
0.6552798611691903,
0.6625379697958502,
0.6696673557160342,
0.6766354420936788,
0.6834134748480565,
0.6899767474468469,
0.696304695733772,
0.7023808738153388,
0.7081928270794915,
0.7137318810979302,
0.7189928659483675,
0.723973794874569,
0.7286755146313115,
0.7331013427183076,
0.7372567042910123,
0.7411487790685887,
0.744786166193586,
0.748178572831797,
0.7513365303890911
],
[
0.6111623946486336,
0.6037584001075482,
0.5967941490398024,
0.5903581150955866,
0.5845326213763817,
0.5793906784725866,
0.5749930906944758,
0.5713861064497746,
0.5685998625013836,
0.5666478018002888,
0.5655271372840098,
0.5652203061995101,
0.5656972347541126,
0.5669181356373335,
0.5688365097373201,
0.571402026007661,
0.5745630056160475,
0.5782683240419878,
0.5824686482491905,
0.5871170259056976,
0.5921689243455506,
0.5975818693203852,
0.6033148549884021,
0.6093276900489025,
0.6155804172538715,
0.6220329032690654,
0.6286446515109402,
0.6353748492414883,
0.6421826267724884,
0.6490274836381648,
0.6558698244205621,
0.6626715443232214,
0.6693966093899498,
0.6760115859080738,
0.6824860855963698,
0.6887931056615761,
0.694909254280718,
0.7008148616608147,
0.7064939841576942,
0.7119343139798533,
0.7171270099781469,
0.7220664662733511,
0.726750035392697,
0.7311777215534231,
0.7353518580817582,
0.7392767809650748,
0.7429585084159191,
0.7464044342336227,
0.7496230407867975,
0.7526236356726482
],
[
0.6235462610067977,
0.6167654340979927,
0.6103903134022381,
0.6044990205591941,
0.5991639208565313,
0.594448984321785,
0.5904074090427045,
0.5870797228942294,
0.5844925534371858,
0.5826581973241789,
0.5815750359991846,
0.5812287465512523,
0.5815941623905486,
0.5826375653051284,
0.5843191515660469,
0.586595415761668,
0.5894212341967122,
0.5927514951512011,
0.5965422021686959,
0.6007510544133503,
0.6053375730398073,
0.6102628867822001,
0.6154893107370206,
0.620979851045113,
0.6266977494490024,
0.6326061517662074,
0.6386679497202696,
0.6448458120434253,
0.6511023925366176,
0.6574006822900573,
0.6637044612807175,
0.6699788004658875,
0.6761905677869544,
0.6823088982697028,
0.6883055977191163,
0.6941554596727743,
0.6998364850114354,
0.7053300020795022,
0.7106206918926972,
0.7156965278760634,
0.7205486426788431,
0.7251711361876907,
0.7295608392045422,
0.7337170466804463,
0.73764123318944,
0.7413367617335472,
0.7448085951892807,
0.7480630178876557,
0.7511073730706608,
0.7539498203580047
],
[
0.6354688341048069,
0.6292735682106416,
0.6234508473117009,
0.6180695016428717,
0.6131930520362332,
0.6088775142895982,
0.6051694498873559,
0.602104431646194,
0.5997060680886092,
0.5979856822804931,
0.5969426745428024,
0.5965655234924868,
0.5968333086922962,
0.5977175831515478,
0.59918439435524,
0.6011962525471825,
0.6037138728834451,
0.6066975669665046,
0.6101082192396554,
0.6139078441570296,
0.6180597718070996,
0.6225285465195884,
0.6272796421578967,
0.6322790997813188,
0.6374931811546619,
0.6428881096861835,
0.6484299437502693,
0.6540846005526663,
0.6598180252683167,
0.6655964823682738,
0.6713869347843456,
0.6771574716594594,
0.6828777459328892,
0.6885193875157013,
0.6940563648125891,
0.6994652754554009,
0.7047255552133543,
0.7098196013443042,
0.7147328126794829,
0.7194535532916018,
0.7239730496885923,
0.7282852332438724,
0.7323865402353198,
0.7362756816635749,
0.7399533941953728,
0.7434221823437835,
0.7466860605338428,
0.7497503021505186,
0.7526212011316443,
0.7553058502249373
],
[
0.6468905235938903,
0.6412430583437859,
0.6359362135297284,
0.6310305224165976,
0.6265816789040035,
0.6226387146611613,
0.6192424012978675,
0.616424008581316,
0.6142045274812121,
0.6125944276948428,
0.61159396743304,
0.611194015883281,
0.6113772949150575,
0.6121199050864682,
0.6133929785050005,
0.6151643006055716,
0.6173997632987295,
0.6200645484403909,
0.6231239860782417,
0.626544078650488,
0.6302917233144448,
0.6343346948833487,
0.638641468940751,
0.6431809685104545,
0.6479223100930144,
0.6528346091261126,
0.6578868846977051,
0.6630480821970003,
0.6682872134368303,
0.6735735985995807,
0.6788771841304715,
0.6841689055220963,
0.689421063227172,
0.6946076827160792,
0.6997048348125877,
0.7046908987815588,
0.7095467572611038,
0.7142559183188002,
0.7188045652054103,
0.7231815385423803,
0.7273782586523284,
0.7313885975932967,
0.7352087113349481,
0.7388368426036113,
0.7422731044167298,
0.7455192534075885,
0.7485784608663423,
0.7514550881230659,
0.7541544715732694,
0.7566827213697025
],
[
0.657781186029112,
0.6526441302059635,
0.6478172726658702,
0.6433537684790229,
0.6393024047493443,
0.6357060893455773,
0.6326005409968565,
0.6300132823348141,
0.6279630180988149,
0.6264594491140953,
0.6255035321709885,
0.625088152013046,
0.6251991308331843,
0.625816469311835,
0.6269156960701789,
0.6284692016525825,
0.6304474480636495,
0.632819972124976,
0.6355561353942025,
0.6386256093932923,
0.6419986171889785,
0.6456459770282775,
0.6495390085809023,
0.6536493670076533,
0.6579488657237192,
0.6624093375861426,
0.6670025690487381,
0.6717003253396089,
0.6764744692685422,
0.6812971635558306,
0.6861411375415165,
0.6909799940404392,
0.6957885306530974,
0.7005430513535933,
0.7052216477998152,
0.7098044346722786,
0.7142737286662104,
0.718614165918506,
0.7228127572159915,
0.7268588840520809,
0.7307442413750083,
0.7344627347165418,
0.7380103403966187,
0.7413849378013404,
0.744586122481105,
0.7476150081623099,
0.750474024846266,
0.7531667190985954,
0.755697561504764,
0.7580717651536689
],
[
0.6681195792691954,
0.6634563343753034,
0.659074551396034,
0.6550208463427581,
0.6513379247802377,
0.648063329839426,
0.6452283676070902,
0.6428572885447016,
0.6409667870656435,
0.6395658560213675,
0.6386560012948449,
0.6382317880451803,
0.638281659164624,
0.6387889427539012,
0.6397329523107349,
0.6410900824619794,
0.642834813978374,
0.6449405621414881,
0.6473803286290557,
0.6501271447619238,
0.6531543192772161,
0.6564355236927073,
0.6599447609780268,
0.6636562681458891,
0.6675444011936139,
0.6715835430958124,
0.6757480642784333,
0.6800123522831283,
0.6843509150175777,
0.688738551495385,
0.6931505761693684,
0.6975630781902564,
0.7019531950637969,
0.7062993807957559,
0.7105816510869555,
0.7147817917953582,
0.7188835210884148,
0.7228725999421085,
0.7267368895153629,
0.7304663571914235,
0.7340530356078511,
0.7374909407699676,
0.7407759564066626,
0.7439056921750327,
0.7468793232665755,
0.7496974185333356,
0.7523617635520106,
0.7548751841788087,
0.7572413752023018,
0.7594647377424668
],
[
0.6778926550032771,
0.6736677480662328,
0.6696973662564047,
0.6660223459966911,
0.6626800467965147,
0.659703314296053,
0.657119597660061,
0.6549502821793851,
0.6532102840539755,
0.6519079340449739,
0.6510451521077123,
0.6506178893000447,
0.6506167896891746,
0.6510280069442076,
0.6518341002616262,
0.6530149333959302,
0.6545485085494245,
0.6564116820517243,
0.6585807284990342,
0.6610317412573647,
0.6637408770117588,
0.6666844679916941,
0.6698390361166433,
0.6731812480489427,
0.6766878493686711,
0.6803356108377562,
0.6841013114490264,
0.6879617732369371,
0.6918939531158019,
0.695875088466806,
0.6998828865843398,
0.703895743777106,
0.7078929779035643,
0.7118550581364788,
0.7157638173600283,
0.7196026352961115,
0.7233565837339537,
0.7270125286637468,
0.7305591873518846,
0.7339871412094897,
0.7372888075644773,
0.7404583751018144,
0.7434917088024067,
0.7463862307472351,
0.7491407832441995,
0.7517554804752249,
0.7542315543447193,
0.7565711995239811,
0.758777421904408,
0.7608538938567032
],
[
0.6870947503739295,
0.6832740863851897,
0.6796828668141199,
0.6763568309622268,
0.6733286446023075,
0.6706270409418369,
0.6682760946055081,
0.6662946757258376,
0.6646961196975014,
0.6634881319897263,
0.6626729282732426,
0.6622475902855344,
0.6622045998853459,
0.6625325000177142,
0.6632166236022007,
0.664239830523364,
0.665583198741615,
0.6672266268741512,
0.6691493205198159,
0.6713301508678654,
0.6737478895308558,
0.6763813362493025,
0.6792093649127379,
0.6822109177144237,
0.6853649773617284,
0.6886505437953678,
0.6920466358686143,
0.6955323310802494,
0.6990868488699036,
0.7026896761058514,
0.7063207278804281,
0.7099605329310407,
0.7135904309992649,
0.717192769077145,
0.7207510844681069,
0.724250264532735,
0.7276766755073941,
0.7310182555220947,
0.7342645696141764,
0.7374068269257912,
0.7404378622536973,
0.743352085626877,
0.7461454046139087,
0.7488151246411153,
0.7513598327931502,
0.7537792704420245,
0.7560741996843718,
0.7582462680324645,
0.7602978751670433,
0.7622320448743819
],
[
0.6957267284186227,
0.692277773331028,
0.68903504850924,
0.6860298059629152,
0.6832905941930898,
0.6808425461507209,
0.6787067809464028,
0.6768999557664822,
0.6754339949543787,
0.6743160103727635,
0.6735484122565807,
0.673129194507489,
0.6730523646438541,
0.673308478139675,
0.6738852309497372,
0.6747680632514133,
0.6759407317021169,
0.6773858159733781,
0.6790851366024518,
0.6810200736479467,
0.683171787597095,
0.6855213540494136,
0.6880498309212203,
0.6907382808141235,
0.6935677718055395,
0.6965193777050331,
0.6995741945160856,
0.7027133843219416,
0.7059182519414886,
0.7091703542205265,
0.7124516372855132,
0.7157445938176039,
0.7190324305155276,
0.7222992353369854,
0.7255301346405381,
0.7287114317192996,
0.7318307201255518,
0.7348769673482459,
0.7378405665820127,
0.7407133563319417,
0.7434886093082884,
0.7461609934106167,
0.7487265085599358,
0.7511824037243021,
0.753527078736967,
0.7557599754798553,
0.7578814627585041,
0.7598927187872176,
0.7617956146903007,
0.7635926018552184
],
[
0.7037951063634401,
0.7006870112846993,
0.697763773360241,
0.695052699832712,
0.6925787300077062,
0.6903638445653889,
0.6884265715380194,
0.6867816172058985,
0.6854396423980184,
0.6844071944958473,
0.6836867938238037,
0.6832771613490778,
0.6831735640888702,
0.6833682465990096,
0.6838509123319324,
0.6846092179616277,
0.6856292468893169,
0.6868959344627176,
0.6883934259653217,
0.6901053579454036,
0.6920150627251943,
0.6941057038903029,
0.6963603564372962,
0.6987620486508055,
0.7012937836606404,
0.7039385572848659,
0.7066793857174236,
0.7094993525112231,
0.7123816797978488,
0.7153098243587966,
0.7182675954729802,
0.7212392887008813,
0.7242098280527416,
0.727164908308887,
0.7300911294881248,
0.7329761164000071,
0.7358086176432449,
0.7385785801024588,
0.7412771967508758,
0.7438969272290923,
0.7464314921261912,
0.7488758430700603,
0.7512261116082805,
0.7534795404302009,
0.7556344007682446,
0.7576898998602488,
0.7596460822005704,
0.7615037280038707,
0.763264251898178,
0.7649296043948083
],
[
0.7113112012677321,
0.7085148777170314,
0.7058838263963831,
0.7034418907717755,
0.7012108479010811,
0.6992099179120165,
0.6974553552082062,
0.695960143331458,
0.6947338090906657,
0.6937823634963944,
0.6931083679831685,
0.6927111153203072,
0.6925869065277721,
0.6927293989514888,
0.6931299970971831,
0.6937782572088463,
0.6946622788476667,
0.6957690614451901,
0.6970848102437186,
0.698595183303166,
0.7002854784266701,
0.7021407651235747,
0.7041459714821557,
0.7062859387253252,
0.7085454572060931,
0.7109092968462117,
0.7133622428948191,
0.7158891448537983,
0.7184749829801538,
0.7211049533896806,
0.7237645698174232,
0.7264397777884368,
0.7291170754433361,
0.7317836345609446,
0.7344274153496296,
0.7370372692036754,
0.7396030246737891,
0.7421155532081498,
0.7445668126225312,
0.7469498676217681,
0.7492588879200189,
0.7514891255278954,
0.7536368735560341,
0.7556994094189409,
0.7576749256220228,
0.7595624514047695,
0.7613617684284963,
0.7630733234760316,
0.7646981408113246,
0.7662377364647107
]
]
},
{
"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",
"10_0",
"11_0",
"12_0",
"13_0",
"14_0",
"15_0",
"1_0",
"2_0",
"3_0",
"4_0",
"5_0",
"6_0",
"7_0",
"8_0",
"9_0"
],
"type": "scatter",
"x": [
0.8807308971881866,
0.7039155969396234,
0.3242297787219286,
0.4622132536023855,
0.5678855525329709,
0.23497643264823662,
0.212636421624134,
0.19502163982098047,
0.13610200471653763,
0.12190000125238146,
0.12765276526028982,
0.2546692937559919,
0.38405969335799434,
0.32526430047833765,
0.22691874651744162,
0.16031175029378056,
0.23492135485041762,
0.18983749685838672,
0.24439858507230394,
0.23298536805627063
],
"xaxis": "x",
"y": [
0.7915681153535843,
0.2291395841166377,
0.5065926946699619,
0.12302863504737616,
0.6421836987137794,
0.3079169853704627,
0.21204665979488424,
0.09667432572727568,
0.18657831618919365,
0.1537617098032173,
0.17484260241863198,
0.48907458196961734,
0.5312118438227483,
0.4735913794182481,
0.40700540308692934,
0.3591545215201365,
0.39498601584206006,
0.49386855075824326,
0.3817692264656431,
0.3282859081933888
],
"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",
"10_0",
"11_0",
"12_0",
"13_0",
"14_0",
"15_0",
"1_0",
"2_0",
"3_0",
"4_0",
"5_0",
"6_0",
"7_0",
"8_0",
"9_0"
],
"type": "scatter",
"x": [
0.8807308971881866,
0.7039155969396234,
0.3242297787219286,
0.4622132536023855,
0.5678855525329709,
0.23497643264823662,
0.212636421624134,
0.19502163982098047,
0.13610200471653763,
0.12190000125238146,
0.12765276526028982,
0.2546692937559919,
0.38405969335799434,
0.32526430047833765,
0.22691874651744162,
0.16031175029378056,
0.23492135485041762,
0.18983749685838672,
0.24439858507230394,
0.23298536805627063
],
"xaxis": "x2",
"y": [
0.7915681153535843,
0.2291395841166377,
0.5065926946699619,
0.12302863504737616,
0.6421836987137794,
0.3079169853704627,
0.21204665979488424,
0.09667432572727568,
0.18657831618919365,
0.1537617098032173,
0.17484260241863198,
0.48907458196961734,
0.5312118438227483,
0.4735913794182481,
0.40700540308692934,
0.3591545215201365,
0.39498601584206006,
0.49386855075824326,
0.3817692264656431,
0.3282859081933888
],
"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
}
},
"type": "bar"
}
],
"barpolar": [
{
"marker": {
"line": {
"color": "#E5ECF6",
"width": 0.5
}
},
"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": {
"colorbar": {
"outlinewidth": 0,
"ticks": ""
}
},
"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
},
"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": [
"\n",
" \n",
" \n",
"
\n",
" \n",
"