From 39f74692f6f60c36a769344ccd9853938928b26e Mon Sep 17 00:00:00 2001 From: Felipe Date: Wed, 25 Oct 2023 09:19:38 -0700 Subject: [PATCH] Fix tutorials --- copulas/visualization.py | 11 +- tutorials/00_Quickstart.ipynb | 10938 ++- tutorials/01_Introduction_to_Copulas.ipynb | 77540 +++++++++++++++- tutorials/02_Univariate_Distributions.ipynb | 28433 +++++- tutorials/03_Multivariate_Distributions.ipynb | 47478 +++++++++- 5 files changed, 164041 insertions(+), 359 deletions(-) diff --git a/copulas/visualization.py b/copulas/visualization.py index f017b1d4..be3f64cf 100644 --- a/copulas/visualization.py +++ b/copulas/visualization.py @@ -50,12 +50,13 @@ def _generate_1d_plot(data, title, labels, colors): title=title, plot_bgcolor=PlotConfig.BACKGROUND_COLOR, font={'size': PlotConfig.FONT_SIZE}, + showlegend=True if labels[0] else False, ) return fig -def hist_1d(data, title=None, label=None): +def dist_1d(data, title=None, label=None): """Plot the 1 dimensional data. Args: @@ -72,7 +73,7 @@ def hist_1d(data, title=None, label=None): return _generate_1d_plot( data=[data], title=title, - labels=[label or 'Data'], + labels=[label], colors=[PlotConfig.DATACEBO_DARK] ) @@ -138,6 +139,7 @@ def _generate_scatter_2d_plot(data, columns, color_discrete_map, title): title=title, plot_bgcolor=PlotConfig.BACKGROUND_COLOR, font={'size': PlotConfig.FONT_SIZE}, + showlegend=False if len(color_discrete_map) == 1 else True, ) return fig @@ -233,13 +235,16 @@ def _generate_scatter_3d_plot(data, columns, color_discrete_map, title): z=columns[2], color='Data', color_discrete_map=color_discrete_map, - symbol='Data' + symbol='Data', ) + fig.update_traces(marker={'size': 5}) + fig.update_layout( title=title, plot_bgcolor=PlotConfig.BACKGROUND_COLOR, font={'size': PlotConfig.FONT_SIZE}, + showlegend=False if len(color_discrete_map) == 1 else True, ) return fig diff --git a/tutorials/00_Quickstart.ipynb b/tutorials/00_Quickstart.ipynb index ac138556..5a039a73 100644 --- a/tutorials/00_Quickstart.ipynb +++ b/tutorials/00_Quickstart.ipynb @@ -132,24 +132,3951 @@ "outputs": [ { "data": { - "text/plain": [ - "" + "text/html": [ + " \n", + " " ] }, - "execution_count": 3, "metadata": {}, - "output_type": "execute_result" + "output_type": "display_data" }, { "data": { - "image/png": "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\n", - "text/plain": [ - "
" + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "hovertemplate": "Data=Real
x=%{x}
y=%{y}
z=%{z}", + "legendgroup": "Real", + "marker": { + "color": "#000036", + "size": 5, + "symbol": "circle" + }, + "mode": "markers", + "name": "Real", + "scene": "scene", + "showlegend": true, + "type": "scatter3d", + "x": [ + 9.004177354909239e-05, + 0.8819273379549436, + 0.5003865237834356, + 1.8385437846049354e-12, + 0.16279146500007452, + 1.8539085703290248e-17, + 0.9999988338450724, + 0.4783893616639808, + 0.0042732432689883675, + 0.9809579383340237, + 0.9999996206146252, + 0.09417218589354895, + 0.004352617582050614, + 7.79049452822851e-05, + 0.9999999999912171, + 0.9999969655953557, + 2.2931955375055183e-12, + 0.8553620843576518, + 0.999988513027451, + 0.9880118138884082, + 8.267133671466523e-07, + 5.98364252648376e-15, + 8.26543990127396e-05, + 0.005947441678046152, + 0.9999804692757127, + 0.9036394549204502, + 0.619436930611018, + 0.012998298581060717, + 0.00035215253301984294, + 2.6962490477637393e-09, + 0.9732325061171405, + 0.999781518100652, + 0.0013800165305519606, + 2.7992797828587494e-08, + 6.05117862301852e-12, + 0.9999987271679586, + 2.0277849774014267e-22, + 0.4234694493485783, + 0.9999999999334924, + 0.9999875493219413, + 0.9628557955016216, + 0.9999999316427814, + 0.39018604887434694, + 0.7939014409289543, + 0.9981789251996047, + 1.7567775710557966e-08, + 0.9544080274151585, + 0.9885159022408369, + 0.8818641284687807, + 5.269102720219746e-07, + 8.628961477697677e-14, + 0.008075743316326928, + 0.9999975548702797, + 0.0022298962054448416, + 0.999981411663405, + 0.9971638177655094, + 0.8024192653991781, + 0.03952001905039348, + 0.9999995453988859, + 0.9935514009766384, + 0.2608156255989924, + 0.9999753596394808, + 0.0018703604506614575, + 0.37542526671855203, + 2.1833248631934047e-19, + 0.998183607034937, + 3.182026880872669e-05, + 0.9999776106161096, + 0.04570196011707222, + 5.381211540431579e-05, + 0.9999984986509332, + 0.9934637902301507, + 0.9999999986734921, + 0.8730197413257846, + 4.631745068541153e-08, + 0.9999983705291866, + 5.169161400528226e-06, + 0.9999992021599335, + 0.222722278095124, + 1.369431640643768e-05, + 0.004412914027971684, + 0.8423650970476863, + 2.177447439170568e-10, + 0.9956022398607249, + 2.448311881249179e-12, + 1, + 0.9997135902725476, + 0.9999979209381971, + 0.9969908716517182, + 0.9999999953490228, + 0.9999833831249964, + 0.628476364348566, + 8.314648145184407e-05, + 0.9794838140112626, + 0.9996060542455149, + 1.4476280687414382e-10, + 0.9713152300108876, + 0.4265741083734746, + 0.1074652309812848, + 0.7838221362558108, + 0.9999999985056274, + 3.5460302198319985e-08, + 1, + 6.9987709998446225e-09, + 9.545231372143549e-16, + 0.08962594449317701, + 0.9999768009349748, + 0.9999831676322013, + 0.00024763713976402684, + 0.06421501658178642, + 0.811459037499377, + 1.1510728420984625e-06, + 0.6971312316005474, + 0.9998841810869418, + 0.9695258372162481, + 0.98987291527803, + 0.8294101833184158, + 2.0780829448812154e-06, + 0.999999999976266, + 0.9999975808078102, + 0.9998824395282206, + 1.6374723587601648e-18, + 0.00029071361818744124, + 0.7719339481076752, + 0.06392907638674636, + 0.9999487718496837, + 6.831343076015754e-06, + 0.9509155741558997, + 0.9999999792796235, + 0.008482316718401809, + 2.078855807648214e-06, + 0.8445447449027021, + 0.4804730609375661, + 0.8833960468768901, + 0.49767753730762326, + 0.3731400457545788, + 0.5483566892541328, + 0.8865138124850431, + 0.22191787984821715, + 0.999937604748255, + 0.999999037535073, + 0.9999999999991397, + 0.17780061007086484, + 0.0007192993812736357, + 0.11655195127814487, + 0.9997409868985323, + 7.267370121362635e-07, + 0.9999970072849427, + 0.9999999976676734, + 7.577483190919813e-11, + 0.1615152091720753, + 0.049437152648727674, + 0.990912362381984, + 0.999978995789649, + 0.9999999667401525, + 1.6040946735046809e-16, + 0.862109492855056, + 0.9998133496445247, + 0.00903311427003842, + 0.06710336892761405, + 0.9998121827917541, + 0.9294099862943406, + 0.2719556137968477, + 0.9948806019912709, + 0.0005225518689434695, + 8.59729933845222e-10, + 0.7716467582698575, + 0.8758253610545889, + 0.9999998601928543, + 0.592920969433479, + 0.0001028178649671519, + 0.01270664562945986, + 0.9999999999965882, + 0.005868088003321922, + 0.004869831005895121, + 0.9999991423826469, + 2.5582232187383917e-10, + 3.605780885260147e-14, + 0.9926764111148202, + 0.006359051692681257, + 0.14868441772086843, + 0.9998654361724252, + 0.9999688664573757, + 0.9999999626525081, + 2.5553231456445582e-09, + 3.0657186938980226e-07, + 0.9999999999999997, + 0.9999753679569354, + 1.9687586355734867e-08, + 0.0345546714869112, + 0.2911381024390707, + 0.9903776430408929, + 0.32689479775598945, + 0.9998426587435544, + 0.0006374349180953996, + 4.3316916331211054e-05, + 0.9990292016359745, + 0.4878070558672581, + 3.791973433318613e-10, + 0.00723973925726133, + 3.3993007149986994e-05, + 0.9999999999999997, + 0.9999999998914186, + 1.8392779197716796e-05, + 0.9936599762017101, + 0.9685818056700836, + 0.24205258034993668, + 0.24563180324098774, + 0.5062003696768249, + 4.5632682753193615e-08, + 1.5893116334527818e-10, + 0.0009258106695333814, + 0.9999829266555065, + 5.449391563251733e-08, + 0.9999999862890158, + 6.184754697259456e-10, + 2.9588816503109556e-11, + 0.9999999995888752, + 2.209552126726399e-11, + 0.5243371386115255, + 0.17788104819913597, + 0.9364875892293619, + 0.9999997102481766, + 0.9646157324359063, + 0.0005043505179454181, + 3.433871149071364e-07, + 6.962547771639538e-17, + 0.0005705181476345269, + 3.7800245951396733e-08, + 0.9212651795068142, + 0.9999194159746669, + 1.4828109799561261e-05, + 4.543291486302758e-07, + 9.554042126569798e-20, + 7.101186942141236e-14, + 0.0017937496875545702, + 1.7636250554032928e-09, + 0.9979091310648852, + 0.26850183728794685, + 0.03821805768292544, + 0.012965465417702186, + 1.2260233378371252e-08, + 0.6578600303227561, + 0.04385858619760754, + 0.9798276632016703, + 0.9380624432942081, + 0.9999999982437944, + 0.9334769800474823, + 6.336015582542333e-05, + 0.9999994292359857, + 0.7351073767867897, + 0.9364861991917587, + 0.9787473791087683, + 0.6773357166053052, + 0.9954766912544787, + 0.0004668834293854233, + 0.9999999932612442, + 0.9884089681088948, + 0.80421755384911, + 0.9970252604526022, + 0.9847651408421433, + 1.3871928328487631e-12, + 0.9971180668572894, + 0.11318388258177825, + 0.9999956278340403, + 0.9999962512570574, + 0.9893920860135357, + 2.088374712962488e-05, + 0.9957521500471241, + 1.9108570875295387e-08, + 0.01889531415020629, + 0.0071280538583332834, + 0.4595111749412914, + 0.9995736310751785, + 0.9999997911809402, + 0.8772679535418088, + 0.9999935902098118, + 0.9999999998095408, + 0.0054660104855033306, + 0.2513638243690073, + 0.9999281376212251, + 0.01451952234218004, + 0.010954875238739645, + 0.27631767267984947, + 1.015029704321471e-08, + 0.9984189547217048, + 0.0005090786652513512, + 0.9827800602120069, + 0.9999386331858429, + 0.0049694625058347855, + 0.15335600443816857, + 2.2751661375028332e-07, + 0.001623913440704038, + 0.9983025606920416, + 0.9999986863952941, + 0.999999811914888, + 0.0066777113860118096, + 0.9990024448768936, + 1.5130016298855355e-06, + 0.003388407091466977, + 0.04075990255560983, + 8.271207316823911e-14, + 0.999999998598962, + 0.371162369851305, + 2.7287649630666223e-07, + 0.6782701425284876, + 0.22055951423043635, + 0.06393205088108694, + 0.9943102358341701, + 0.008164691777154691, + 4.198975407835963e-09, + 0.09356763088871242, + 0.40332652738382196, + 6.219188238300987e-07, + 0.9996178175673537, + 0.03312327606076058, + 8.832966432406274e-13, + 0.012431548753754264, + 1.9351868139461005e-09, + 0.2065597888744507, + 0.9899983873644854, + 1.2319898940159352e-08, + 0.08376955514421551, + 0.9999949134820905, + 0.07838849690042869, + 0.7749899684412316, + 3.7551342761914466e-05, + 0.9999151819371316, + 0.016843735990217327, + 0.9860381067412862, + 0.014198412115083759, + 7.295263247164468e-08, + 7.014899276479278e-09, + 0.00016187531573628384, + 3.136406473775348e-06, + 0.7566396215061819, + 0.9999901835805616, + 1.188940759057053e-06, + 0.9940815177867737, + 0.9992058685492587, + 0.9999992799124434, + 0.061018113797804835, + 0.9993835075417001, + 5.5347904347575056e-08, + 0.0009109311927523739, + 1.1553232612676257e-05, + 0.999999999923907, + 0.9998969077932568, + 1.1561128027498858e-12, + 9.979487697873948e-05, + 5.3036937605565296e-05, + 0.919815185000319, + 0.7948538037059172, + 5.545752411433674e-05, + 0.1824489547764571, + 2.024081112384886e-08, + 0.999999927761298, + 3.381298710476814e-11, + 0.021431406459728495, + 2.812432881834595e-08, + 0.8895887536395746, + 1.1121468824222045e-07, + 0.9171143469631761, + 0.00013117390000264947, + 0.0006567696743542466, + 0.8215800010928129, + 0.9864363226648064, + 0.9814482454947655, + 1.3136730953135743e-06, + 0.029954097206729917, + 0.9765758675263303, + 8.862769799487334e-10, + 0.998134323799707, + 2.7561165358388316e-08, + 0.8182456892524852, + 0.7778704627089971, + 0.0007432556104945262, + 1.72842596672948e-05, + 4.974425348112529e-13, + 0.19830627069543974, + 0.0001571948479670658, + 1.454696714242072e-09, + 1.1578809136059537e-05, + 0.9999999447504446, + 1.0380646871196865e-05, + 0.7614094023536148, + 0.9211415686192138, + 0.04033813372269043, + 1.0188044160326237e-07, + 0.9770827548153014, + 0.0007609300334770208, + 1.5003678111575175e-06, + 0.13064876401904452, + 1.490893626431377e-17, + 0.9933335758373493, + 0.05689211650111981, + 0.9999997821536397, + 0.37413669884248874, + 0.003998142561917461, + 0.5236352550507434, + 0.9999990006793283, + 2.067825999508326e-09, + 0.9943353124441661, + 0.9807939611832684, + 1.3544407083470519e-08, + 1, + 0.1452498463229466, + 0.00461038874361224, + 0.4956209947765252, + 0.9925423954320433, + 0.0009082195995200403, + 0.09540551954081386, + 0.8502360013246144, + 0.9999048764613249, + 0.29887621287059646, + 8.958203376359473e-18, + 4.759110739946896e-08, + 3.5112362874744195e-05, + 2.1164819888508463e-11, + 0.15417844663735453, + 3.2758102815546435e-11, + 4.866469227729136e-07, + 0.6749233233038581, + 7.741024301553022e-12, + 0.9999999995460985, + 0.9953680778749883, + 0.850343095662872, + 0.03424930997387284, + 0.1698940536313147, + 0.2821988242087072, + 0.961294954088918, + 0.9895052527692524, + 1.2897676255465643e-08, + 0.6964252649463553, + 7.346246809190166e-10, + 2.314814708388187e-05, + 5.917242849970073e-08, + 0.9999996930806478, + 0.9999581550998783, + 0.00013076036157363537, + 0.1550919842743954, + 0.9993723631422684, + 0.9999926059124961, + 1.4000764887189829e-05, + 6.606654830836285e-09, + 0.9999999988532322, + 8.515737581712668e-06, + 0.0005495938333469163, + 0.9998365848570465, + 0.02168950324480917, + 0.9996271565299713, + 0.9854667806368738, + 0.913489895709267, + 8.321178881455449e-06, + 0.999999956738896, + 0.9969079237893775, + 0.7537892729855626, + 0.9999999999998302, + 0.0009012768392067193, + 0.9998749928442197, + 1.677865444627134e-08, + 0.9981174148660354, + 0.009824218587357443, + 1.0841653739972933e-17, + 1.263373646647363e-07, + 0.0008739935566923907, + 0.08169072166294866, + 0.999999999999816, + 6.623133982395088e-09, + 0.9781926082540281, + 0.26492715460287314, + 6.73233540140496e-08, + 0.7087384303396628, + 0.9999999999631152, + 3.3707501239300773e-07, + 2.37664867206506e-09, + 0.009789874364988458, + 0.11042121414173302, + 0.999854884187042, + 0.8504137687522072, + 0.030854036918770086, + 0.9999952720343486, + 5.646901556165159e-10, + 0.9999999999767687, + 0.13664992639337176, + 0.00023468408557738823, + 0.9706147294461149, + 0.9791657908282758, + 0.9899913368495895, + 6.068183267286558e-06, + 0.8028278212921585, + 0.00043410971796876345, + 0.9999988950407713, + 0.9999999945515347, + 0.9994813689442668, + 2.1658491706834654e-05, + 0.8529412139004278, + 0.8832784831051508, + 0.1147574670254104, + 0.0011919275236610476, + 3.176337159318079e-07, + 0.9999999999999838, + 0.062357291999296176, + 1.0556388943303624e-05, + 0.999999999999995, + 0.9998015582262617, + 0.9989805710435656, + 0.5510750286481884, + 7.147282866342474e-05, + 8.481732650481739e-13, + 0.9984362923314236, + 2.7187732525701724e-10, + 0.0005140267341122251, + 1.4647739407590333e-07, + 0.02138993438970968, + 0.0011722950683425958, + 0.9743360738921135, + 0.9999999998410598, + 0.9999999999999999, + 0.9935045258772933, + 0.8345163013001501, + 0.999971260922887, + 0.9984446846277987, + 0.06402864486034202, + 0.9977447201391139, + 0.0036880146599176503, + 0.9995507557527497, + 0.8916186847520483, + 0.9151003912343079, + 0.9998094536835963, + 0.9997678945950194, + 0.003332111985372262, + 4.097897664008801e-07, + 0.9999999996387746, + 0.0005843564848828945, + 0.9991221236780296, + 0.9999977585550033, + 0.9999995133080053, + 0.976420877771018, + 0.8456305952245305, + 0.9355398272371067, + 0.8425533069350906, + 0.9996662220515647, + 5.738337489049054e-13, + 0.38095436746682204, + 0.9999999733897652, + 0.0015166589007208574, + 0.9999997207137805, + 0.9999975168712485, + 0.00015824788034530924, + 0.5545726771194671, + 1.5181287331376482e-10, + 0.9992403970561226, + 0.3261181975129048, + 0.6524138995985679, + 0.8500874157565003, + 1.9191472331476264e-07, + 0.9736629368171182, + 0.9776133101189973, + 4.5652626088225774e-05, + 0.9999999997050454, + 0.9955836477938934, + 0.10988871790054534, + 0.9998219779806073, + 0.8594231474539289, + 6.7221669474261646e-06, + 0.8715772483136389, + 0.45150852380164114, + 0.1585797614962494, + 0.562574714665363, + 0.12323823593877627, + 3.5813739764248253e-08, + 0.9999999999999982, + 0.9999999914359944, + 0.0003459237748984672, + 8.598430251788028e-08, + 0.9929356559187261, + 2.970338408392549e-17, + 0.009564214531975337, + 0.9998618018884299, + 0.8327381714234398, + 0.9999999976397024, + 0.9679406262532354, + 0.9999682022188418, + 0.020334334992968307, + 2.4501687993262465e-10, + 0.9999999999130025, + 0.00019216209853126386, + 4.294505200210574e-10, + 0.002868930302715898, + 1.585978805465622e-13, + 0.9999999752418871, + 0.9999999999999987, + 2.2301094939606257e-12, + 0.010427057403110255, + 0.9861873913602878, + 2.4215267308068863e-06, + 0.36017545388791783, + 1.3672076752480345e-07, + 0.999989339375111, + 6.760769937357544e-10, + 0.9998391161964255, + 0.9999999897611276, + 0.0004074481724820145, + 0.014838644014503393, + 0.9762280933117807, + 0.9998448118601998, + 0.9999987336215939, + 0.9999999955697279, + 0.9966658982084521, + 0.9975870336721714, + 0.9999999332555525, + 0.7539665084953766, + 0.285991944402136, + 0.8754058794578662, + 0.9999991260098492, + 0.9821882925879755, + 0.993524371734504, + 0.34300214323634765, + 0.9905988157111139, + 0.00012751268284382433, + 2.6726270921808156e-10, + 1.9044926195053103e-05, + 0.02123960636888129, + 1.1273680543387881e-08, + 0.11801269300699378, + 0.9992640875359021, + 0.10603577756545397, + 0.9999999999998854, + 0.9999997533919243, + 7.893588185384794e-07, + 3.613926538011072e-06, + 0.2177969542661693, + 1, + 0.009843323595914518, + 9.767425364139406e-07, + 0.00018141429464746408, + 0.9999825356860147, + 0.12498671288367807, + 0.999999046156499, + 0.9910794145381032, + 0.26035193659771866, + 1.9108343797536947e-15, + 6.657076821977399e-11, + 0.11338150977096936, + 0.2390949308003101, + 0.0001574157431448895, + 3.3097062388904236e-11, + 0.017902974249033893, + 0.02856571034555138, + 0.03586285085544506, + 0.9534700324204667, + 0.9875661626096447, + 0.9999989893625295, + 0.9999759537776043, + 4.2551351383202923e-07, + 0.9422893114069707, + 0.0700976639340886, + 4.017468130050203e-07, + 0.9828341785997461, + 4.71850455415288e-06, + 0.9998097606192607, + 0.002866403664546953, + 0.8548881764843632, + 0.9962059385115271, + 0.33168882292963936, + 0.9999999999999878, + 0.9827634429364085, + 0.00650253153709362, + 0.0028763247190194603, + 0.9994939177982642, + 0.0004967008060169243, + 0.999999569287527, + 0.46580242880336914, + 0.9999999653436372, + 0.08398058220114914, + 0.057782382036330876, + 0.9999999496182054, + 0.9959837693653645, + 3.40482460230984e-06, + 0.1899212859420199, + 0.006617534847715938, + 0.00016333060348484868, + 0.9999982079239684, + 0.9991147306852394, + 0.9999999807659735, + 0.9994971825314564, + 0.9999914369416686, + 1.3808578995897124e-05, + 0.0001234104969281964, + 0.9959112690325391, + 0.20487240456335098, + 0.4913755787630018, + 9.378392623247589e-14, + 0.9662519903577456, + 0.614626100880619, + 0.019023604257288794, + 0.9977470091991208, + 0.9999998198007817, + 0.003429821227562999, + 1.205646308216036e-05, + 0.0007081105005617199, + 0.008772003443909658, + 2.9882791904456252e-06, + 1.4182145876906928e-23, + 0.04478537294922236, + 0.22166658732754246, + 0.04288595591133197, + 0.999999792537745, + 0.0002537960172334573, + 5.85354528365303e-06, + 0.9999999999276621, + 0.9846159610254275, + 0.9999998748308214, + 0.12935703756123804, + 0.9622826026686392, + 0.10220176559020315, + 0.9853026638448183, + 1.3728696788747674e-15, + 0.5474895702780056, + 1.4121983410079763e-05, + 0.006505325719899986, + 1.2475279674398261e-08, + 0.9999999999999317, + 0.9998432621303417, + 0.7446184166396264, + 0.06650593474712958, + 0.9995757293943728, + 0.0007951557592038008, + 0.6411840497409388, + 0.9976521147655929, + 0.9999999952932722, + 1, + 0.22909372018364513, + 0.003585245875930195, + 0.19170398884951573, + 0.010782410578482836, + 0.9999879925786654, + 0.2651329355867889, + 0.9478976179427984, + 0.0002713204111374654, + 0.6899343176870101, + 5.738932946611008e-12, + 0.3826506745485335, + 0.6977781370774526, + 0.0913680298118367, + 0.775690356530584, + 1, + 0.9999999999999927, + 0.03657099175524214, + 1.5621187211902248e-06, + 1.2454552230906968e-12, + 0.9999960143338358, + 0.9983033203874971, + 0.31919213547090286, + 0.9817240135286659, + 0.001190439173126735, + 0.9999360899643989, + 0.9999950538348923, + 1.770697505304689e-06, + 2.4229024060038312e-05, + 0.999999993945285, + 0.9996422663290083, + 0.9989814107125524, + 0.978488978840324, + 2.296548926901013e-12, + 0.9898818701777835, + 0.31783062479103036, + 0.6745807057506489, + 0.9813673899658376, + 0.3336245634816882, + 0.9820397758354039, + 0.999970732952553, + 0.9986864601897127, + 0.9999999963958571, + 0.9618586456101097, + 0.9999962848596352, + 0.17113145153581633, + 0.9997179859860331, + 4.582025157569003e-15, + 0.7403680260177943, + 0.005380505073753449, + 0.857612591296441, + 0.9999999974719674, + 0.9955886885628482, + 0.005690801055258219, + 0.026920757949026368, + 0.8905734963469041, + 0.9046645175209949, + 0.9999958388723273, + 6.507132039913459e-11, + 0.0053783598792529665, + 0.011132169741459034, + 1.8319457777058597e-09, + 1.8511398203563667e-11, + 0.0002305038072046052, + 0.9533320325845456, + 0.993082033023834, + 0.0009260697932297291, + 0.9831853625168423, + 0.06299430637502287, + 0.9999999986957706, + 0.004848300031668026, + 1.1203916876671252e-06, + 5.498600966318621e-05, + 2.0773193894228782e-07, + 0.9995791736117549, + 0.14276201499024926, + 0.9999989224728334, + 0.9999343686603954, + 0.0116204756413439, + 0.14207421253043798, + 5.235317119201155e-10, + 7.802099137144171e-09, + 0.727891841228837, + 5.835314655135723e-10, + 0.0415265427709691, + 5.128134229792649e-11, + 0.9973951788612364, + 0.2330410259042964, + 0.8211772842383422, + 0.9978752201575724, + 3.1891232818142706e-07, + 3.417161268702528e-09, + 0.00023444105342595317, + 0.677576903949498, + 0.9999272291642834, + 1.06581877006119e-07, + 9.420318475147555e-07, + 3.1567161042782934e-05, + 0.07632289725380145, + 7.376014788352597e-09, + 0.998324135337464, + 0.08921165166002343, + 2.596754549970385e-05, + 0.9999554794793597, + 0.9999999517941394, + 6.44936522561622e-08, + 0.9963562959542609, + 0.9996758639334217, + 0.007813694929928422, + 0.9999993549490458, + 0.9999810375895545, + 0.3817161946721565, + 0.9998854688541766, + 0.9950072989532452, + 4.665305789203886e-13, + 1.576701066645923e-11, + 0.9999992777018138, + 0.830073493574494, + 0.9999831419401621, + 0.9999999999651474, + 0.0012151199285085183, + 0.9426460024181748, + 0.0008115940104016688, + 0.8934467243856377, + 4.850681331240981e-09, + 0.9997699699719894, + 0.2337053715699486, + 0.7693622770822016, + 1, + 0.18919163852027857, + 4.837853641374803e-12, + 0.9999999636176959, + 0.999889755244916, + 1.0268440409254602e-13, + 0.8773982337377639, + 0.998847604280494, + 1.0375631867302682e-07, + 0.002032457650498313, + 1.0704715179094688e-07, + 0.0004442500451994027, + 0.9875826236977404, + 0.3816217882349049, + 0.004693757475577914, + 0.3351447870950324, + 0.9998929833825846, + 0.9892996648855104, + 6.493650799120211e-06, + 1.9741127746631274e-14, + 0.03817958754346676, + 0.04491844869061994, + 0.5899218080894619, + 1.234290442422399e-09, + 1.2262320058586027e-07, + 0.05537303229406013, + 0.0008215438514968462, + 0.9999999998935079, + 0.999999979925912, + 0.9308646866572811, + 0.85196893726004, + 0.0003513733004175492, + 0.9999970361537133, + 0.9966879444910436, + 0.1879218309336643, + 0.9999999999905033, + 1.9457875850651602e-11, + 6.985691253664087e-05, + 0.9927502080114134, + 0.9949019128407428, + 0.09050616683024447, + 0.8744654027737845, + 2.325414525127055e-14, + 0.9999561363761181, + 0.9924198678671735, + 0.07564505568854177, + 0.8931441065529326, + 6.0634239788680376e-05, + 0.9999993105100937, + 0.18353060373033817, + 0.03460802726308066, + 0.9999988273653834, + 0.007716594295085712, + 0.959787619258259, + 2.7900590283069373e-05, + 0.543383138580217, + 0.9999975714437355, + 0.9929226034690742, + 0.8096957840164892, + 0.8433297783171485, + 1.33676502428327e-05, + 1.5213640238410808e-06, + 3.8686588795648344e-08, + 0.999998528310462, + 0.006181892552652679, + 0.9531005148263202, + 0.8168585817080356, + 0.0016376143158393316, + 0.08530903262668695, + 0.14290546432949036, + 2.5169523517579143e-05, + 6.001377769897762e-15, + 0.04255555754672454, + 8.459865210695041e-07, + 0.9999988364779794, + 0.05834759910435703, + 0.9999929783002838, + 0.0003671293626233731, + 1, + 0.9999999999999538, + 0.9999978223192404, + 0.999930215268617, + 0.9996164141378218, + 2.650426404420997e-05, + 0.9999523505497541, + 0.008495552304780985, + 0.9823061758347261, + 0.3717296316276273, + 1, + 0.9961488048417078, + 0.9999999995157071, + 0.88211363527467, + 0.9999999998898996, + 0.580337312988325, + 0.32385585892918956, + 0.14938463682999445, + 1.39941753453627e-05, + 0.999999992171646, + 2.7212944007291123e-08, + 0.73799845849675, + 0.9854735390610309, + 0.999982216224411, + 0.057601448329614606, + 0.00010914918263680041, + 0.11224133545459491, + 0.985549413886058, + 0.10809389617026605, + 4.021083783339259e-06, + 0.9996023698431361, + 0.4318788372109719, + 0.0011721573922185014, + 0.9999999999913232, + 4.335346103848952e-16, + 0.0016522535692479136, + 1.0430470215830506e-05, + 0.006367655771863108, + 0.5888598482079408, + 4.490252081285367e-07, + 0.3712750912958312, + 0.9935955690687801, + 0.9786917910469106, + 0.005894688093365022, + 0.9999998514279881, + 0.9999997117213786, + 0.7929651521274476, + 0.9999999999962114, + 1.1416806687187885e-07, + 0.6408787683281977, + 0.9999974938539762, + 3.468767583998034e-05, + 0.004218766519489782, + 1.8756386508818704e-09, + 0.0019717883885038813, + 0.9999999926813792, + 0.9299604097783315, + 7.344070925425658e-05, + 1.4754295789228876e-15, + 0.9956022663008839, + 0.9999999999997083, + 0.9915146444001447 + ], + "y": [ + 2.883992052061763e-06, + 2.9119792467480267e-07, + 0.0004886504311752182, + 0.053928017519656084, + 1.6342686177794927e-08, + 5.354314285052445e-06, + 0.3863527284185293, + 0.10483723377016879, + 0.2978830921419358, + 4.017838235648893e-12, + 0.25203836163500626, + 0.0017370416114326132, + 1.7525613723970124e-08, + 0.30542341160652736, + 0.0026227487668039995, + 0.043918429648078613, + 3.3389740141605616e-12, + 0.3554096874056874, + 2.3187444596491876e-13, + 1.638648736926476e-06, + 1.3474408123511123e-07, + 0.18588294587488605, + 1.6912261099006353e-07, + 2.961141203608043e-06, + 5.151430095690854e-14, + 0.0005584145398087531, + 0.00823683968787544, + 3.950043091341834e-10, + 0.49351655955637924, + 4.505843888009261e-07, + 6.060612851483232e-06, + 0.010158082488665784, + 0.40018092799905436, + 0.5917082164881255, + 1.9963483565343445e-08, + 0.4957965470302172, + 2.739876929872657e-06, + 7.456356268727571e-08, + 5.633999415962991e-08, + 0.3832847654423124, + 0.0007231570408702531, + 2.1069258672804857e-11, + 0.30556893403801366, + 0.8039918827873495, + 0.27800031512363255, + 0.6090209989352221, + 7.945276537272997e-05, + 0.01074028523565498, + 0.04472210681345554, + 1.862690399983051e-11, + 7.258031203645538e-08, + 0.3172363068843506, + 0.24843281362710706, + 0.0007980871675933406, + 0.0032504608769334327, + 0.0012655075411186442, + 0.0005928969477008815, + 0.04678833792687594, + 1.851956178759825e-09, + 2.7479855002027263e-08, + 0.0006116221208055122, + 0.034319772305439665, + 4.168482889893365e-05, + 0.0005635764498178063, + 0.39745690845762344, + 0.15898822534251333, + 0.8270398037395521, + 3.6538964662816776e-08, + 5.226352096325347e-07, + 6.983483115164838e-06, + 0.08994076035385251, + 0.00015561251711053496, + 1.7554726022518978e-14, + 0.01579830785516587, + 0.3003128528968102, + 0.173515436011443, + 1.7342844242591801e-06, + 0.05542063685553528, + 1.4193672310231719e-09, + 0.0005716329750975565, + 0.016199593324142496, + 0.9847342591262647, + 0.09317115944995848, + 0.055127689588467546, + 4.025660318294434e-06, + 5.473348486523398e-06, + 0.08393253033722402, + 3.865671601993601e-18, + 0.3065507445413775, + 0.6602712927317067, + 0.952896461438915, + 0.09241954204400392, + 1.2010873639486952e-09, + 3.923868337810529e-19, + 1.7201314249769134e-05, + 5.9842017021946184e-05, + 0.9568586376409114, + 0.04773307742982083, + 0.9030630648954564, + 1.6440968108762835e-10, + 0.9881593791022855, + 0.004541939275121502, + 0.43632273945055344, + 1.576781049015023e-12, + 0.3103499633750304, + 6.411407062218726e-11, + 0.025522507345173306, + 0.4571267524537508, + 0.007372920847753785, + 5.415841091513253e-05, + 0.17535522490713698, + 0.6200191264434401, + 0.016776374536828134, + 0.010542268407974183, + 2.1690101605347877e-06, + 1.0230398328057887e-09, + 0.0017851077753867095, + 0.6253074729785588, + 0.16781170692420921, + 0.6762603767849725, + 8.66880028283023e-06, + 0.21019379776941224, + 3.7813836259011304e-08, + 0.8721801981450366, + 0.017310576690347836, + 0.08400564888995936, + 5.411089637058862e-07, + 4.358017399964682e-19, + 0.00018874954756573398, + 1.8846503518329886e-09, + 0.2531080346945499, + 0.01435154616115679, + 0.7578071705353455, + 6.594121031496375e-11, + 3.066816400082862e-09, + 0.0014781564386499696, + 0.0017359314553660288, + 0.9817571633132972, + 1.5733184874922337e-05, + 0.001054798150957872, + 0.42659899883553043, + 0.06717314746167462, + 0.9999824369833827, + 0.8064801128468383, + 0.0003631015956025023, + 0.013477536660972438, + 2.6259594944342682e-09, + 0.00286074164587085, + 3.840883379146005e-09, + 0.9189979307229998, + 8.724978050663281e-11, + 0.5510238190848352, + 0.13663325509845306, + 0.9814725813798816, + 0.012835184878068678, + 0.009652639865233034, + 0.7313004772125407, + 0.9878285126170646, + 0.08531125130716227, + 2.7140407146968745e-19, + 2.116102981142153e-05, + 0.6820828816673739, + 2.540385782266254e-09, + 4.2597038983189234e-05, + 0.01912914599774232, + 0.12064744814660706, + 0.2007846725736386, + 1.1682038055798687e-05, + 0.0004929443830967566, + 0.16142153493910513, + 0.6927284739856348, + 3.2058029824365935e-05, + 0.00013735397818589003, + 0.06062472414636901, + 0.0019479560282073094, + 0.010645742664139764, + 0.7229402747646713, + 1.1935727547838056e-05, + 0.030177115116537596, + 0.004069548713743714, + 0.0013714557769807785, + 0.05232293584227513, + 0.0008734291150384993, + 0.5470262258664031, + 0.49014059909128643, + 0.0011698976091428313, + 0.04405953695042731, + 5.367662930322675e-15, + 2.019371010252498e-05, + 0.22533818736788364, + 5.059268018347147e-06, + 4.885818190303836e-10, + 1.1792620198547909e-05, + 0.009205379916357507, + 0.910976440655284, + 0.8159997351828293, + 0.00062540312493935, + 0.08347012007977372, + 0.009147844851105758, + 0.08663018711441403, + 0.002996441059911982, + 3.6324678453942434e-05, + 3.4563821832606678e-12, + 2.22479245775409e-06, + 0.023570242092679203, + 0.1831008641551292, + 0.0007593709187518556, + 0.004809647339165209, + 0.02661901341546685, + 0.17308584817846936, + 0.05623969765134766, + 0.002001780506962734, + 4.0401602302377607e-07, + 0.4260370990247068, + 0.0024566613995594174, + 2.3193032675409715e-09, + 1.455454643354797e-09, + 3.306294726977306e-06, + 0.9621126135155146, + 0.00046691341445514594, + 0.0009335877397475439, + 0.03429196689427614, + 8.79808258676468e-05, + 0.3058276071775107, + 0.005010296880756728, + 0.005455948650352998, + 0.832092425446453, + 0.20485220115589178, + 0.0041953576278752625, + 8.7827809113869e-06, + 0.5167794713797388, + 0.19235527847515627, + 1.1573747718018387e-12, + 0.0012573291134755054, + 0.010754134378297649, + 2.865761181068636e-17, + 0.04334703469063071, + 0.5840313865057917, + 4.4971159828695086e-05, + 0.593556000875774, + 1.881556129389606e-07, + 3.004983175786254e-21, + 0.028550106750007673, + 0.023479833736140016, + 0.06433307293564373, + 0.7083321561163444, + 0.09065283157396309, + 0.025470129927617713, + 0.3325937405849398, + 1.2542709044843595e-10, + 4.797670819273574e-11, + 0.027898099997068524, + 0.0021599826479445335, + 4.288061274528428e-12, + 0.0166428144863479, + 2.8714235995204517e-11, + 0.16700238695824407, + 1.9222505329269396e-11, + 0.0012901050998255091, + 5.816198156100353e-06, + 0.11494525454586958, + 0.00014495244820804173, + 5.1965869237786914e-05, + 8.484679612832396e-07, + 8.196594168508185e-05, + 9.971927695141626e-10, + 0.005116908894983404, + 0.012057191686552752, + 7.788006642241452e-12, + 1.3476838815206954e-06, + 0.179869822021733, + 0.009700775278663285, + 5.8965825532273534e-09, + 8.791528792091479e-06, + 0.0001923946224825868, + 0.7681518469476317, + 0.35413956480716724, + 7.522966424525629e-39, + 6.682227508998666e-13, + 0.8881060918187593, + 0.9999159183515857, + 1.5287868958169778e-06, + 0.00096356249670228, + 0.000503078408241989, + 0.6478452100541796, + 0.10509240044197171, + 0.0002850477000508047, + 6.292508482614163e-05, + 6.824443935633372e-11, + 0.005705222646866366, + 0.02033152858341172, + 8.972874964473141e-23, + 0.07107326786246809, + 0.0004980981937029803, + 0.17056783005022774, + 5.205747814135745e-13, + 0.719721289271129, + 0.0010978001101328134, + 1.1632191696919047e-06, + 0.01715509285409933, + 0.2903735458375506, + 0.16331846122206153, + 4.242664544001054e-07, + 0.000712168399549902, + 4.754448689268302e-07, + 0.07307646175521611, + 5.327464570905556e-09, + 0.32659279774022887, + 0.07374277650129442, + 0.4617998595207737, + 0.7909681611467009, + 0.01324130567928128, + 1.1172681231673185e-09, + 2.6969240497211743e-06, + 3.2638164697935418e-18, + 0.048612718574064816, + 5.1742780017100865e-09, + 0.005148125088913826, + 0.005000714983246159, + 4.3010570162970683e-20, + 0.7190476633000864, + 0.17329446225064665, + 0.11437715368832059, + 0.0015533068872256917, + 3.3880779370352227e-06, + 0.10127701488327369, + 8.931118707950447e-09, + 3.22631215576307e-17, + 0.22145375202600717, + 0.00018898451821641778, + 2.297847365019622e-28, + 0.01325325430225775, + 0.9970810735264839, + 0.35873178402874634, + 0.2853651858825599, + 0.001085857884694292, + 2.874405088620128e-11, + 3.5494754382547974e-06, + 0.19512368158017965, + 4.571687145426927e-13, + 0.9917154195778283, + 0.0008410463262049864, + 4.1844204656850745e-06, + 0.014091834812985878, + 0.16226105872210986, + 0.23360064755545418, + 0.00017084793749428184, + 1.1803720094743849e-05, + 0.8335628155807207, + 0.0006632302023642794, + 0.890674412134246, + 7.821227297342693e-05, + 0.047500418245963065, + 2.076230188900006e-09, + 0.028841120314185294, + 0.002135395508824381, + 8.791337375549581e-11, + 0.3565824175820617, + 0.012543707479496144, + 9.676841058844168e-13, + 0.006994739048711697, + 1.3663244436091094e-13, + 0.7785203587282832, + 0.9452238258059368, + 0.03348513782913645, + 0.050613803315307064, + 0.0007203273634497641, + 1.122065541376287e-11, + 0.958125993878291, + 0.1061027506673246, + 0.0015540633634633617, + 0.7036114665313347, + 0.0011779121498253786, + 2.08811179824628e-06, + 0.39557283006052457, + 0.005545114882847214, + 0.8670359451224913, + 2.85457161196602e-20, + 0.8988195321747684, + 0.17626561714218478, + 1.6491625868474026e-05, + 0.8229775332896642, + 0.1977071625825792, + 0.0015049409515544069, + 6.543797506170647e-09, + 0.00011745292570152913, + 0.9978463890223274, + 0.32040566054657144, + 0.00015234207859282593, + 0.031139441648320432, + 0.592979884302459, + 0.024735187096086686, + 0.20498595740427858, + 7.904666691692783e-08, + 4.670959710524539e-10, + 0.00018213007532792187, + 1.1970670229620235e-13, + 0.7499774147724245, + 0.6400928837636369, + 0.0007475920088662304, + 0.0023502911279941626, + 2.5968051830498033e-05, + 0.6458841877174354, + 0.26959781390715915, + 0.021706833165644587, + 0.13071728008961828, + 2.1963948187825307e-05, + 2.8630589505369424e-05, + 2.766868018476386e-12, + 0.006640232600663268, + 0.1496053515472035, + 3.401132097296841e-05, + 0.14782418124781088, + 8.355234350872838e-09, + 0.025325436914040107, + 0.12044184325804762, + 1.9935841505768556e-09, + 2.6194208457773113e-49, + 0.3369477959105559, + 0.9370516031227215, + 7.344445669976137e-05, + 0.16261915858597814, + 0.04357770984078278, + 7.329550772264141e-07, + 0.06557656006982965, + 0.001977189373482025, + 2.612442162548307e-05, + 0.8002539472166345, + 6.0627081696810206e-05, + 0.27819375926573464, + 0.011686533038396158, + 2.980303808522294e-11, + 0.5352427644660789, + 0.1978111864075757, + 0.9970722507339231, + 4.778033718405342e-06, + 1.0308790096492517e-05, + 0.8579062861638519, + 0.004931799414803381, + 5.41813801823584e-05, + 0.23648530028781237, + 0.13960921197354872, + 0.47647725916542416, + 0.05399492094155749, + 3.6712605464961836e-06, + 6.748425059087892e-07, + 1.8932253757910526e-05, + 0.30183713924558037, + 0.11555032563887926, + 0.702182221753792, + 0.0023886177097129915, + 0.14330760418487332, + 0.09979176878623171, + 0.9992462183577078, + 0.030660305655400875, + 0.004648584793676501, + 0.04337675756579741, + 0.002531409799150095, + 5.321646824361799e-13, + 0.04693040562993318, + 5.3523416989615634e-08, + 0.016636439387617927, + 2.0990566194197417e-09, + 9.64758537881051e-08, + 5.5489433020264275e-06, + 0.02903149480483003, + 2.4884825269994297e-06, + 0.00535287544444328, + 0.9996039361734687, + 0.8780821162205397, + 0.029113675046816525, + 5.9258309346423315e-05, + 0.07131887895965032, + 0.2141430294502905, + 3.624286453526116e-12, + 1.9385296958875145e-05, + 0.17159119451540586, + 2.4071532458521716e-12, + 0.5782567415040996, + 0.04453664507575973, + 5.563049403256772e-07, + 0.8473027787543882, + 3.5917819662736266e-05, + 0.00023558438953564755, + 7.300748998219978e-12, + 3.657802325430329e-08, + 2.140567682573453e-09, + 0.08792053286463558, + 0.0015152736091549168, + 0.0014121113530304848, + 5.709792585668141e-07, + 2.359493279418465e-05, + 0.01566573529630321, + 0.520142562966357, + 6.7224725100782785e-12, + 0.0006358145821915762, + 0.015070117736978363, + 0.15540083222329906, + 6.664580785111777e-19, + 2.1625100194233476e-06, + 0.07699356231357349, + 0.0001224216015557835, + 0.007693364138024448, + 0.9809795416453266, + 8.869334819902084e-09, + 0.05683397776283487, + 3.380267466445484e-07, + 0.058442786767638165, + 0.3512099993147013, + 0.06604942037298792, + 0.00037330599296671226, + 0.00014510986230303568, + 1.2552070513370594e-07, + 0.9870681650591592, + 8.453937437182557e-21, + 8.299567569400653e-11, + 0.6848344025655463, + 7.1182029360919585e-06, + 0.9979168586925679, + 0.01328485308573497, + 0.15954667206763112, + 0.8049024081254638, + 1.282218045717204e-07, + 0.9961112034135523, + 1.943643329163646e-05, + 3.461090146724882e-05, + 4.336248915211465e-12, + 0.10809054056190313, + 0.7428674050892075, + 0.1445044490091768, + 0.6271651899304072, + 2.7299445045370373e-07, + 0.0859326305821936, + 0.2407834851274448, + 5.844353181555256e-05, + 0.015792536214196386, + 1.4534372636752855e-05, + 0.42704732831122555, + 0.3073455175000455, + 0.13813473422147096, + 0.1430834717062123, + 0.0006829078131721217, + 0.9921483246521281, + 0.6300774162038076, + 0.382299116599395, + 2.4200272914084204e-05, + 1.2977223548409229e-12, + 0.9768715154874016, + 0.2887821121371229, + 0.1770853723931433, + 4.136645293188293e-07, + 8.790639823467092e-11, + 0.021049593802522092, + 0.21414407706128366, + 3.2254115047940625e-09, + 0.00013035373476244594, + 0.004555445535264172, + 0.0002677253447324758, + 0.19663220196049583, + 9.139702273147941e-06, + 0.8524340311858682, + 0.00012232547823723956, + 8.354635135706189e-10, + 0.010524603671804487, + 1.0165991330864353e-07, + 0.027976319368114066, + 0.2803240618049781, + 0.0007161090680869595, + 2.4788152196846876e-08, + 7.112374980672888e-08, + 2.945889004748391e-05, + 0.003819630713332411, + 0.06418145740926387, + 0.047926301961512194, + 4.532178132806809e-08, + 1.9718461638085294e-08, + 5.384674865938481e-06, + 3.4044018592292074e-09, + 0.0038408497537654332, + 0.0002371171649247332, + 0.0015215459050359876, + 2.824838171178555e-07, + 0.02485833303711441, + 0.0008383371190557772, + 0.004400882692396517, + 0.49698657746775016, + 0.005734237641970588, + 0.3853279814196683, + 0.12101506240427455, + 0.3258424216826996, + 0.0009307741198808925, + 0.3720769318493449, + 0.00010640339680892519, + 4.916291857807056e-07, + 0.33819906050797255, + 0.9536288063717059, + 0.0018276684482259364, + 0.019854601616045225, + 0.01078977446683245, + 0.12038365750887574, + 0.1983974872863735, + 0.436054012418322, + 2.726795213740025e-05, + 0.010306211358415019, + 0.2113204010999071, + 0.07819773260341635, + 0.00011920815621570182, + 0.8957186034138787, + 2.358799408595743e-12, + 0.0002730741093737483, + 0.993907640508585, + 0.7049108096237513, + 8.617690321151911e-05, + 0.00023548398530282545, + 0.028102841820221235, + 2.1726812948594713e-06, + 0.010785856039257627, + 0.00022051509485330987, + 0.08270703290929299, + 0.9978181756995627, + 5.452956171109685e-07, + 0.9615095678818126, + 0.1597667619169859, + 0.35779578981476584, + 0.17046719675304534, + 0.13138063624664362, + 0.2934988894865499, + 6.571836250206896e-09, + 0.015118688795202735, + 5.26610198232263e-07, + 0.3577106338833083, + 0.3988316438888547, + 0.013296213535650931, + 0.4796192126478618, + 0.29467766676420354, + 0.0011124244045293912, + 5.211429518032226e-05, + 0.00015885280035631282, + 1.1645176007953573e-06, + 0.5966114032445182, + 9.269856286534953e-06, + 0.15429277719375545, + 0.24421800019384013, + 0.5807310498026715, + 0.2663218291296551, + 0.5683857430804992, + 0.00017826732131962273, + 1.333961253086736e-07, + 7.068398481825123e-07, + 3.84411494380164e-06, + 0.175893859093245, + 0.6484901183179359, + 5.955144376073137e-11, + 0.0002459255939532855, + 1.2762138401498879e-14, + 2.4271453775543743e-15, + 2.3491433657714282e-06, + 1.8209153028383105e-14, + 1.5343050772199347e-05, + 0.742607996130597, + 0.1705774891189026, + 2.755758317550774e-06, + 2.1018814110352505e-10, + 0.0778897019392824, + 0.00041421263212018796, + 0.00809997812039493, + 2.4766377943641216e-16, + 0.21431353403966466, + 2.0928742877273192e-05, + 0.002181055888525881, + 0.14890476973773858, + 0.9776309043909893, + 0.3057037241610045, + 0.008191003949891529, + 0.4034441830148262, + 0.004442125867061645, + 0.23940877797332424, + 0.17158078015830222, + 1.1072832748691463e-06, + 7.839473692255861e-05, + 1.8184290863297984e-07, + 0.18157007573354955, + 0.6545040041655847, + 0.0008301772768498663, + 0.12771730542469076, + 0.9514078714032256, + 0.0020564434412262485, + 0.060540486237856704, + 0.00010243139812726935, + 0.02924042742813026, + 6.928028508337246e-08, + 0.0008553465426979479, + 0.8547290390378189, + 1.0897690519328155e-17, + 0.014293627035641476, + 0.20978024788259902, + 0.7003247613270543, + 0.0047678534761551586, + 2.2427037313158187e-08, + 3.134609625185333e-06, + 0.012783326876117457, + 0.011600203271976955, + 5.797166275435668e-15, + 5.078875823924777e-11, + 0.2573036548988885, + 1.590675593132066e-07, + 5.787595065269992e-06, + 0.9990740127163178, + 0.4662234526842495, + 0.7793038987833807, + 0.9800153408241608, + 0.003980777639245972, + 1.3403088288246017e-10, + 7.36214346686958e-11, + 1.8312227429437752e-06, + 0.0001913862612403355, + 8.010420802284791e-07, + 0.7884228143394187, + 4.384033312861724e-06, + 0.00015241784029716493, + 2.7453038462692706e-05, + 9.750015103743861e-06, + 0.8317059149527205, + 2.610607838770166e-07, + 3.991874425156327e-08, + 0.9068209985846488, + 6.40226123691778e-11, + 2.0157781672384044e-05, + 0.856853090902812, + 0.01677668725854826, + 9.89995748832945e-09, + 9.89130185141561e-06, + 6.726788264333901e-11, + 1.0805281042219618e-05, + 2.058324664040647e-12, + 0.0007793309285840826, + 0.008689122860848332, + 0.09744109952173283, + 3.2059666382092464e-05, + 0.692077211226698, + 3.347636470700856e-07, + 0.1718385791184541, + 0.0009861476139093734, + 5.141798604078302e-05, + 0.001150789427489705, + 0.0006393887253012994, + 2.6146128386684033e-08, + 0.9517814704401183, + 0.010258665791685027, + 0.0019012021898357333, + 1.3461240565499824e-06, + 0.0001164452412666275, + 9.682451027667747e-09, + 6.137091634207818e-07, + 7.4911295742354795e-06, + 0.6434725013194788, + 0.1532552457395203, + 8.537412249099311e-05, + 0.0058817906334122354, + 0.0039930001698110585, + 0.7688885609557531, + 0.280916267315416, + 3.2033404184940173e-07, + 1.3580366584821994e-05, + 1.870784214187465e-32, + 0.1991105211135403, + 0.7096804819071094, + 0.003304666339304819, + 2.2255415107856695e-10, + 0.9963487153138991, + 0.00010269541919099177, + 7.109797588998867e-07, + 0.0023161277350598475, + 0.7307490393876965, + 0.004064242484294306, + 0.3148533553915054, + 0.8379124080106984, + 1.6468620875049046e-14, + 8.014552053703416e-05, + 0.00926741719751043, + 0.004701738027281102, + 8.41042906753442e-11, + 0.013294191978071176, + 0.8702747564153307, + 4.676348024758232e-16, + 0.00023170123574408602, + 0.762134065169691, + 0.08075719304662983, + 1.71355008268838e-07, + 0.4155981303106488, + 0.7832238746411126, + 0.5749883545048746, + 0.05975203615002091, + 0.7617117916675632, + 4.382371911444427e-09, + 0.35171827305975295, + 0.5879410069115536, + 0.02574384815488213, + 0.8766416829535001, + 0.015623125015174984, + 1.4494631940628516e-05, + 0.38709399390311794, + 3.3806088839528613e-06, + 2.5819239327418238e-20, + 0.07374749354682872, + 0.00329918675023533, + 0.004234211575449649, + 3.2726014174475136e-05, + 0.9370256165671754, + 5.965612601576139e-05, + 9.539079388092504e-11, + 3.6894279355120786e-08, + 6.349587381870357e-09, + 0.0012565556321093912, + 3.7583113596812325e-06, + 0.02781489960557828, + 0.1507617237315933, + 0.9523777137997054, + 5.249229013084931e-21, + 0.08911042732608376, + 0.00014226710311675248, + 1.9434578956726325e-05, + 6.0188214138537184e-05, + 3.9332797028650575e-07, + 0.00031258764298716993, + 1.1360100358266675e-09, + 0.021219228223240277, + 0.009305603016762564, + 0.029209115265844972, + 1.061433330715043e-06, + 0.0029199522209175065, + 4.313436238763778e-05, + 0.017401276395541548, + 0.30230025669114263, + 0.0182362642414343, + 0.000969172099781011, + 3.192661547446598e-20, + 0.9087794973331464, + 0.01860067037595715, + 5.779420916590932e-10, + 4.602958276567334e-05, + 0.010058492599618541, + 2.977633137292706e-15, + 0.14620022503452706, + 7.241602679145535e-08, + 5.935541123812558e-06, + 1.4822969241362264e-06, + 0.0018381164527874788, + 3.760605853396193e-11, + 0.10722087075643458, + 9.436296083409135e-07, + 3.202325737664184e-06, + 5.2730737109034785e-05, + 0.3782425796040074, + 0.00021477307863982875, + 0.5170262583277249, + 2.223512287585319e-05, + 0.0021041036874730325, + 0.7831815954780725, + 9.859359199240597e-05, + 0.49265776033265607, + 0.00450438095730228, + 0.9724813488425863, + 0.5186197975555189, + 0.6281065720772624, + 0.003548590683122284, + 2.7530069036395293e-08, + 0.881332718757465, + 0.011791097484547305, + 0.008406969598600546, + 0.7319947135802461, + 0.0001038438034413288, + 0.00016340168763944013, + 0.25595289290688883, + 0.0008087983587404539, + 1.405076392143399e-09, + 0.00031732960034256454, + 0.7562737829109272, + 0.002808748255632101, + 1.3136635853742255e-08, + 9.525989395549494e-14, + 2.3445003523289097e-08, + 0.05098995295549765, + 0.0019120029175298727, + 0.9306270591227634, + 0.5085383762936732, + 0.05696806095162226, + 0.17079257119819624, + 0.09981823617761225, + 0.06061952468218382, + 6.535359284263873e-09, + 0.002962534000470129, + 0.0015479886086815933, + 0.8671058341944419, + 0.43973029228059657, + 0.01337119740086678, + 0.03484435553928051, + 1.1787206110077617e-13, + 1.165635658754752e-22, + 0.8188271109956073, + 0.2600525755406837, + 0.02776786109281255, + 0.7831951405887794, + 0.551475741006285, + 0.9992687125052563, + 0.014527374280869953, + 0.6213013758284306, + 0.9417000436644373, + 0.15033546800940112, + 2.50794996743473e-05, + 0.006183252455135936, + 1.2181258662784955e-07, + 0.07142961396762819, + 1.1491414425138012e-10, + 3.722449576654705e-07, + 0.042466524350466044, + 2.424646811863749e-07, + 8.046111112551918e-17, + 0.9768381093321068, + 5.855925305718777e-07, + 0.7257117248873188, + 7.12231399307369e-11, + 0.02451362575565575, + 1.0962287230156083e-15, + 5.487813315740428e-20, + 0.004484318660633801, + 0.030469022399701826, + 4.957588362145732e-06, + 2.6607168672409043e-06, + 0.00018050755747179008, + 6.027395979173603e-13, + 0.19739670073465304, + 6.311442073026485e-06, + 0.13317872435456507, + 3.0701965190276463e-10, + 2.5258808019023345e-05, + 3.7074662287454654e-10, + 0.9567442225427127, + 0.004280126988174181, + 0.00011229903010842304, + 0.06286956934519952, + 0.005746034242487105, + 0.7311872477489416, + 7.625940358325662e-08, + 0.0002257268363636343, + 0.8675621859128931, + 1.63494523899076e-14, + 0.4202550444931365, + 0.14881553552968352, + 0.00010192619614884326, + 0.0023891640272868764, + 0.026933156533199564, + 0.027320652761541556, + 0.003963531421046737, + 0.2693129550116747, + 0.20230921953542846, + 1.2694406344667597e-11, + 8.850509958582733e-09, + 0.04449468066468338, + 0.7392524214102486, + 0.0013031804925159494, + 0.0007555400701042405, + 4.852303030368209e-05, + 0.829942205896889, + 0.516648968145894, + 0.3161799088617272, + 0.9968419181650937, + 0.9881854771297682, + 0.00010931180756350852, + 0.5186108075328619, + 0.9571130154633306, + 1.0482407943877888e-09, + 0.026204588079277277, + 2.8140766632338153e-05, + 0.014868782865033358, + 0.06215634425302259, + 0.0027696501168629965, + 0.5841764868295253, + 0.3173459590659861, + 0.016117761991219573, + 6.970309241279555e-05, + 4.0448413054282e-09, + 0.9897545428877758, + 0.2807944321841612, + 0.0007292223814934515, + 7.506550665489024e-05, + 3.453510810638203e-17, + 0.001720583751687443, + 0.0524616344079029, + 0.07431812620451536, + 1.1689828141897635e-05, + 0.9963946604279811, + 0.48480891804256804, + 0.012827468658849619, + 3.205744391382297e-10, + 0.05015983659008453, + 0.7183601881594968, + 7.1388702232606806e-09, + 1.7092586809303096e-05, + 0.03268450888220296 + ], + "z": [ + 0.638689008563623, + 1.058121237066397, + 0.3725063445214631, + 0.687369594994837, + -0.8810681732344304, + -0.7121672205062004, + 5.050261904362624, + 2.4847077434076663, + 2.740720485107304, + 0.0460027472934525, + 1.6157692413562963, + 1.190127261381771, + 0.665416998947916, + 4.995451552529023, + -0.852095589511699, + 0.06117639746256898, + 0.23144592255896204, + 4.200586411782645, + -0.21566763754531357, + -0.8729447039663312, + 0.8814088763643835, + 2.579964821294442, + -0.916272409337615, + 1.355472412517532, + 1.1701987091971189, + 0.1398806426458804, + 0.1619662592547908, + 0.5540577750659502, + 4.0734625253075345, + 0.03003598500797018, + -2.1523229384806655, + 0.9780364703895934, + 2.440316057548684, + 7.420501993310255, + -0.33011989433161465, + 4.7462984883709955, + -0.6277065073152069, + -0.28803812828644954, + 1.4185319085479782, + 1.3450389978880444, + 1.2841969564968903, + 0.33802348131240073, + 1.848667692522921, + 6.9646064348242565, + 4.456396178444528, + 5.14470310940949, + -1.152555982942232, + 1.244717394721279, + 0.7857739444204697, + -0.9379255763501299, + 0.21662570120773936, + 2.146610385203229, + 3.5851495346936755, + 1.0693518365490668, + 0.5645108075912775, + 0.374316136658203, + 1.7671170943443826, + 0.4675697066569847, + -1.1818741069012393, + 0.4494741876308569, + 2.0921632707451687, + -0.6715617701314555, + -0.3610459184049964, + 0.4220818025996307, + 3.920664235570495, + 0.6075786730478188, + 9.392255893625993, + 2.320041087406906, + 0.19613668537600365, + -0.9039984549048486, + -0.6495529215149499, + 0.25953210639228624, + 1.1038773433164333, + 0.6331508250470403, + 3.000724688049248, + 1.145882708325124, + -1.0921462898738472, + 1.388957694880235, + 0.913771635579258, + -1.5400134569397577, + 1.7518349114221088, + 10.421413812156649, + 2.3313062396453783, + -0.7908508526004396, + -1.365783898812256, + -0.14891457628243168, + 1.3421097302674343, + 1.7963608229269636, + 3.7715863592289063, + 6.360031650505034, + 8.502595406723257, + 2.154195993159189, + -0.9647054137398412, + 1.6284685547723217, + -0.2842126364640116, + 1.5911804927880697, + 10.247517666468392, + 0.34033528485575004, + 8.511234277128437, + -0.340907875701983, + 10.309910483398092, + 0.12257588896893176, + 3.769415986436829, + -0.16563141030186443, + 3.182076663469454, + -2.128734093773671, + 0.7133931882404317, + 3.591546299820701, + -1.0796031947282072, + -1.686802763001559, + -0.04034024879652054, + 4.844743761322112, + -0.5412572122622091, + 2.05868182160631, + -0.5258579857935985, + 0.17775011649842967, + 0.41833246426019577, + 6.384139916001437, + 1.6006736085160984, + 5.567310004250481, + 1.4510142362820402, + 3.909134621332008, + -1.6826583159843231, + 7.697773390563986, + -0.10670457547352774, + -0.1244813060105977, + 0.5059709645455023, + -0.7282722024066131, + 2.16694356328226, + 1.1905486131900995, + 2.7436543775777142, + 1.1705017249313001, + 8.683972129710764, + -0.5639474873988312, + -0.8162172138738008, + 0.09292462735614715, + 0.8789954390516043, + 9.956632031786391, + -1.5768391503422479, + -0.7922764624412636, + 4.192017124760927, + 0.596065870290916, + 11.972366546623636, + 6.678813186069386, + 0.5092202577918996, + 1.623888474938014, + 2.271449771682391, + -0.37579000672525276, + 0.49142949112903356, + 9.759739664428645, + 0.19548173242578862, + 5.4113929896090465, + 1.8023079404845763, + 7.282479728579131, + 0.8104213388433181, + 0.22270430231429753, + 7.0905298753471415, + 11.925147321890204, + 0.17817849428107047, + -0.4030759890650308, + 1.9917649125028483, + 5.988767511823882, + -0.5501152575326811, + -0.1465994530410181, + 1.0320259421069724, + 1.414276988819384, + 0.7152213785841233, + -0.5320517427466316, + -0.6024249893812438, + 1.5369943041680059, + 7.353128398486176, + 0.41852633618621576, + -1.7746382142665433, + 1.6701882290245462, + 0.2720484062786966, + 1.4909894742353038, + 7.673601074937385, + 1.1014423150112405, + 0.7683164626155029, + 1.3869212433401854, + 0.5359651937875863, + 0.42531411197984725, + 2.281169011597267, + 6.3592993809439236, + 5.475150411917277, + -1.2646054404469076, + -0.8477122479592647, + 0.29271548214190707, + 0.14572313486926605, + 1.6392593086705203, + 0.14103329229224348, + 1.588626932929414, + 0.6955204007522842, + -1.0489547105891632, + 8.998255579409898, + 7.355030870975733, + -0.38144588515916766, + 0.4210855351680945, + -0.3861671340929476, + -0.3888335008292545, + -0.0976902709190703, + -0.5602443900627705, + -2.929448689967704, + 2.0529942724262407, + 1.324472075143464, + 1.4547079166262957, + 0.02641275892811698, + -1.1235578739259098, + 1.9619130119655337, + 3.628147176557805, + 0.7190907047600013, + 1.043548449254972, + 0.1752908190941541, + 2.9236455513711377, + -0.3872567549680631, + 0.13192798996498975, + -0.4545477041888977, + -0.21862021448776622, + 9.52972657764603, + -0.07620936372090985, + 0.06159436789495865, + -0.7176853974538395, + -0.7161363408692597, + 1.7736918060751377, + 1.0279185184937676, + -2.0510874553367944, + 9.474514597781454, + 3.4348714088217616, + -0.2602270107038688, + -2.6030492600181847, + 4.806484151830098, + 1.8593686234627436, + -1.0105982199173396, + -0.5026451026734877, + 1.6377365426463277, + 0.6649271623017413, + -0.4910937674717928, + 4.242714695462485, + -0.32656760601148416, + 5.722103229407302, + 0.4962010689194457, + -0.535316712567659, + 0.7970006428619382, + 2.1699523774216294, + 1.4588317518007, + 7.035233053832671, + 0.7233778446863361, + -0.1019718349036941, + 4.506578318301543, + -0.627313444697032, + 0.04522270947974964, + 0.3301789018517706, + -0.4801843663320866, + -1.3724655478412202, + 0.4894026484811471, + -0.061003971568241194, + 2.1702643390190106, + -0.5336003062469419, + 1.2337223498113028, + -0.8767156192302837, + 2.8614928294765885, + -1.746186985346181, + 0.435289723249269, + 0.4754391672062363, + -0.7947374085240315, + 0.42439394783294027, + 1.3306877587099928, + -2.096246922488537, + 0.5027448075686947, + -2.4932573434912624, + 0.8330334166941218, + 1.726174117687578, + -0.5817819744262285, + -1.1737920491210516, + -0.196013782759856, + 9.749424807639869, + 1.7097134008656463, + -1.0513099116393445, + 1.4974316831863086, + 10.738763261725326, + 9.895727959225573, + -1.2390374146576844, + 2.105479126776182, + 1.5994731758316167, + 7.157399088304029, + 0.2385216554822972, + -0.046178863837528686, + -0.15973083019656936, + 0.33085130529802215, + 1.5080536645999998, + 1.0827323269715203, + -1.0773760769847582, + 2.0872291286442186, + 0.3181131219501851, + 2.3927440963611937, + 1.4665408592838087, + 6.085632643197739, + -0.0248475776051348, + -0.5314429191675182, + -1.3963084968244626, + 3.2504454359804256, + 4.144741163805039, + -1.8400735018412089, + -0.025158927053971304, + 0.6405476895234627, + 0.8538428192083422, + -0.11312799924109469, + 1.9667116139564642, + 0.9702145079531078, + 3.8612346181918102, + 5.719759906488456, + 1.3270052773065435, + 0.9583858310147236, + 0.051687946091577015, + 0.2290746882057026, + 1.5604451984562095, + 0.2243397085208626, + 0.9554988056504526, + -0.24747505104138856, + 1.3119837385739466, + 7.511262358933548, + 1.9269965661123407, + -0.12628955182882606, + 0.30248892317396564, + -0.8319210367150808, + 0.3744874223042428, + -0.815375539004934, + -1.0662349318992248, + 4.339308923277033, + 1.3332289071705674, + 1.9203675021442612, + -1.0903624765329865, + 10.042064485175732, + 2.2938102150833677, + 2.157956981628535, + -0.9072684045696319, + 1.239584006729002, + -0.3961941833473773, + 3.019616149495813, + 0.6041208895930896, + 12.220792947883071, + -1.4710337598776742, + 1.2592750839914557, + 1.2873592185305864, + 0.6492317491940639, + 3.3431398120277014, + 0.33785344240117166, + -0.22735822275246034, + 7.511692668835208, + -0.7124771494255431, + 10.956556217128385, + 0.0014649416872168973, + 1.25713418399109, + -0.7908993609052513, + -0.4914417430797859, + 1.103338764338186, + -1.3495762106723985, + 3.150610407915346, + 0.15946448586719347, + 0.11137260184972926, + -0.10914589452903929, + 0.39581978109728944, + 8.478059343100643, + 10.186875803518697, + -0.6509524303764622, + 0.22198293522427343, + 1.2019661355114353, + 0.8946471876860789, + 8.208400487301846, + 1.4125074070254477, + -1.9626846157401767, + 7.083049567373717, + 1.909546138244231, + -0.9478718361510038, + 3.1214052551136637, + 0.8194809304013316, + 7.1275579360152665, + -0.6327550298850391, + 9.584636459329436, + 1.1283703237324447, + -0.2358050709522869, + 8.973961043211677, + 2.3986177093623535, + 0.28186780581094595, + -0.3391222138320637, + 0.37123564452597063, + 9.854731210123518, + 3.661862215391499, + -0.49540860433205, + 0.1288254421036632, + 4.939841050472576, + 0.21234426095463096, + 1.238858710413941, + -1.114045659695324, + 0.25866115252634786, + 0.21456107661093954, + 0.7828737349497695, + 7.068648578149147, + 6.8089816844731255, + 0.5582734923623255, + 0.4682767191115364, + -0.8253940022838372, + 6.608205359445543, + 3.0601184351262525, + 0.2242467985643878, + -0.779304857474902, + 0.16070926345535833, + 2.212817345292296, + -0.360039268729314, + -0.6616747718486885, + 1.8694020751834333, + 0.3127183236763014, + 2.670976977894523, + -1.2578680723565443, + 0.9846346217153934, + 1.7948404938319396, + -0.1421465170047046, + 0.33868731792169, + 4.398935440703917, + 10.242831411255665, + -1.142284867506731, + 2.446349772615266, + 0.37108849337530936, + 0.07288142756628765, + 0.728962591699991, + -0.13047109506343973, + 1.1919687413233198, + 7.918821512317132, + -1.1189398575662006, + 2.3884077366876175, + 0.2955600471944372, + 1.229214784595081, + 5.9555223296096225, + 1.127576585328713, + 12.455912424018123, + 0.2648230913151637, + 1.2754938258999797, + 8.42734842806129, + 0.5826772388534832, + 0.8400103183202283, + 3.5830477146323796, + 2.453460425113712, + 5.63696959172722, + 0.22486247822146627, + -0.5717093293505964, + 0.33261425874925665, + 0.9333173948786484, + 2.7956506916791963, + 2.2206752221031794, + 8.474438963024099, + -0.8924347419762898, + 0.5961553380524532, + 0.8575426289569806, + 10.300074851766276, + -0.21796395721304218, + 1.3986885268039093, + 0.8578344371764253, + 0.06476114623224044, + -1.4359095238632058, + -0.8465117601281753, + 0.28100978551597616, + -1.966231232278657, + 1.012637430634638, + -0.1581528796137824, + 3.2431484590277537, + 2.598231198664411, + -0.18142418442224675, + -0.05280824808688216, + 10.991620875736716, + 10.483993772123435, + -1.3468923069678516, + -1.7857828822612223, + 0.09115398404212183, + 2.72416787767677, + 0.49687359054383995, + 1.069965307953439, + 0.5162144167887504, + -2.3161438629448052, + 6.6405816103431405, + -0.3828298222076373, + -2.0184823013392346, + 8.618091533503264, + 0.7935348664153047, + -0.11970128822592078, + -0.45784838610948175, + -0.159361866365674, + -0.370582740995106, + -0.4688417832938113, + -0.6995279408988826, + 0.5354010185441194, + 0.3216842511690858, + 0.1682957552947621, + -0.8384911288903474, + 5.019922467527903, + -2.17706504637563, + 0.1848348097073055, + 1.579558885183351, + 0.07987619019088488, + -0.5859276733177553, + 0.32912840381032377, + 2.0227782575632185, + -0.4470004002845916, + -0.6153166878856519, + 7.840872274037183, + 0.10343821800145457, + 2.610415817772093, + 0.27736184223214233, + 0.5621488884926683, + 3.8341823039139986, + 0.649402199781277, + -0.8092813123304627, + 0.8247310143007357, + 0.22576277831880573, + 9.88829490252525, + -0.97536602727825, + 1.3035079327647159, + 7.513046770988573, + -0.5528496553379411, + 10.980993440607616, + -0.36472230752785745, + 0.8134632281652742, + 7.289320963774351, + -1.7710672708700455, + 10.432654414553728, + -1.8309505140054338, + -1.22809772225109, + -2.0755880090351706, + 0.9948357128281382, + 7.278353590620203, + 1.118348276905404, + 5.229074204633495, + -1.1722310234921356, + 1.32369616936851, + 1.8572829195659604, + 0.3169427568543003, + -0.7273233239822586, + 0.18120808649744988, + 5.573751320428319, + 3.6596209753932385, + 0.9689335239982292, + 1.6880336874180504, + -0.23383609639849182, + 9.929363431216009, + 5.975163109889572, + 3.6586559601085584, + 0.21233535580331608, + -0.9933586995689735, + 8.752836327884038, + 1.4992785675400182, + 0.1705826194277229, + -1.2172785555751862, + 0.15946250768319317, + -0.6822915774666631, + 2.6550552348439327, + 0.03471378100667691, + -1.9672006760904293, + 0.7005300395743315, + 0.8134758990390346, + 0.9724593447701049, + 0.4202829399177231, + 7.667842074449484, + 0.09889363153070779, + -1.2644983986003304, + -1.687860415816532, + -0.3828161730138356, + 0.1560342474063045, + 2.4055609244351768, + -1.1768694675416898, + -0.3998988142496151, + 0.26929546381823205, + -0.04459844122206214, + 0.22069733773253752, + -0.02830062636159425, + 1.6509809343312816, + -1.1761728833369673, + 0.48756049427133497, + 1.181944939708621, + 0.480908126792914, + -0.1641157295271757, + -0.5259258750137318, + 1.051303110096616, + -1.4229721004235019, + -0.7215409300084995, + -0.38917439430116363, + 1.2816625844359633, + 5.349633410718397, + -0.9107033820905395, + 3.5429721088117794, + 0.5958274799464511, + 2.548635224593461, + 0.9881972997555881, + 2.3490261892299436, + 1.6098448897024626, + 0.8282346064764806, + 4.472852275683423, + 9.0733485516918, + -0.13166403459685, + -1.2346057983642598, + -0.41676466239847854, + 1.6974914227319082, + 3.280037934645131, + 3.253383307380768, + -0.36523325746389185, + -0.048237106648372136, + 0.7174148088065859, + 1.3733265677925637, + -0.7227982501804521, + 8.761795682961763, + -0.45194937188828965, + -0.7866077646259368, + 9.932031419605297, + 6.83349851766949, + -0.37099611324655035, + -0.7261067818273146, + 0.6005530889851678, + 1.6536389953052335, + 0.24774579323170365, + 0.9983233658596621, + -0.5631515960605328, + 10.135943196289396, + -1.0973628660148955, + 8.138170751286225, + 0.8582962117108228, + 4.769857232561232, + 2.6546877962000988, + 1.5568110845208358, + 1.402288334975568, + -0.1962805856695743, + 0.4528868968537629, + 0.17554149568058022, + 1.7333127553523373, + 3.0979985908686754, + 0.06888437120779267, + 5.332483035995807, + 0.7506488465420889, + -0.15099973143456452, + 0.14356991283075557, + 0.8512005165197762, + 0.6928692294134446, + 6.548685351253987, + -0.7998478081390689, + -0.3650743651857531, + 2.0491272448770004, + 6.808942323235275, + 4.056672818820982, + 6.394406533102777, + 0.4311234960149306, + 0.37964098234721855, + -0.5561116783622987, + -0.13002185240418201, + 3.4280081167587815, + 5.542343177387482, + 1.614778791305366, + -0.31956889855252557, + 1.3254321090952061, + -1.406815009497514, + 0.5859276925983069, + -0.7367701359474399, + -1.4151137614164655, + 7.644614003716916, + 2.715246679784995, + -0.8449138810103208, + -1.49901595835652, + 0.6870522550578688, + -0.0832932024559792, + 0.6293194087584479, + 0.9495945713644907, + 2.0837201591241525, + 1.8557126022230357, + 0.2460453034205506, + 1.1426211913704862, + 8.164741684807066, + 2.7943777212938774, + -0.25447690591222094, + 4.994746626429732, + 0.5069048827374705, + 1.214718658100625, + 1.8880621879940598, + 0.6715422445618021, + 1.5288153067570582, + 0.8875057858431457, + 2.576547411646973, + 6.6051260362710105, + 0.39661377819194826, + 2.5266779549530662, + 8.181301316552606, + -0.32887489280469345, + -0.16716388637767365, + 0.3801774327073968, + 1.5226264499320903, + -0.596973593918223, + -2.3817509020424583, + 8.135069645353719, + 0.9134737320174067, + 0.6805661733062944, + 2.5259887266365664, + 6.723254311396064, + -1.2313522014582348, + 0.5152945458948406, + -0.8342504639383729, + 2.3119300021416307, + 0.6865092410742855, + -0.5806483025538931, + -0.6113852468807406, + 2.480092342375297, + -0.23950033134615664, + 1.1168916514806069, + 10.177156296907224, + 3.9306027879339664, + 9.68347967298959, + 9.84946173976183, + 0.8086474523613565, + -0.6082265061044504, + 0.36311562848073775, + 0.31112830337062464, + -1.8877354294837496, + 2.0152831208814423, + 9.174872604316734, + -0.39715147581285903, + -1.1007455620528839, + 0.347836144188179, + 0.08679519956543402, + 8.672728098090435, + 0.19158000680192838, + 0.5062413884933686, + 10.515515685238295, + 0.5681032057688722, + -1.0494539210932172, + 9.931093761740572, + 1.80838143607377, + 3.1520568335116597, + -1.123395120221084, + 0.24288201382295382, + -2.081990650378565, + 0.5531491563997923, + -0.5404069888809317, + 2.010337023433437, + 0.1997960251987464, + -1.6888624413034408, + 6.44950837156446, + -1.9754844235806668, + 2.469485245691851, + -2.0552215701172267, + 0.02897176104356671, + -2.0663039255812996, + -0.31390391728362893, + 1.643378417265818, + 9.878462595836977, + -0.7609069470480837, + -0.012191467040726642, + 0.018030333285012086, + 0.4737947982560719, + -1.3668582664563163, + 0.5925734109389649, + -2.7043167203070326, + 5.804840460830977, + 1.0442786149436583, + 0.6341805672961484, + 0.0814487590109915, + -1.365633052158176, + 6.703892483740516, + 3.007842682701567, + -0.0790641385241378, + -0.5789883059698983, + -0.48083378951197936, + 2.687273208294692, + 6.57911224620188, + -0.055044580636025096, + 2.1699365903060843, + 8.539804516255069, + -1.8508157773827487, + 0.7835967745961957, + -0.6554817839435048, + 6.989252866134345, + -0.740513953288171, + 2.8887334131475413, + 9.977662192203326, + 0.802128458618284, + 0.8630249670923474, + -1.3235528838175412, + -1.1041363562800581, + -2.839078658644384, + -0.6764389013020422, + 9.659450750538966, + 0.5169465157483756, + -0.21919625059468303, + 7.599040367978857, + 0.1186863878908927, + 0.20476059595186685, + 4.9218595825871025, + 6.216351959000654, + 6.049531232886094, + 1.5299552324548764, + 7.202017627712262, + 0.7007006559443028, + 6.331837175070083, + 5.775067276128644, + 0.6507455315541449, + 8.028359745873608, + 0.33748241275380025, + 0.4604165713017101, + 4.065782279301318, + -1.0196615136200171, + 0.2063617713254507, + 2.199670874185924, + 0.4816276320168806, + 1.0043293048263375, + -0.23668470987088297, + 10.120156405095466, + 0.27986439947668357, + -0.950910728733324, + 0.318521373741668, + -0.9916965999444367, + -0.620314718563698, + 0.18936589040597093, + 0.5753932694359069, + 0.3183847722388038, + 10.577762909179931, + 0.5720062783004729, + 0.1863758376499538, + -1.5361621254180078, + -0.14471023329186405, + -0.4453418317197748, + 0.11314439033272568, + -0.3599907847256948, + -2.0074568493849094, + -0.17615465606875563, + -0.21256308090068732, + 0.9257521774325084, + -0.6981890602777425, + 1.7078741955817411, + -1.9112092070278808, + 1.4851802617580399, + 2.7986835960333214, + 1.0419475147578992, + 0.0894932050565432, + 1.1395555360254692, + 8.700433008778653, + -0.9126137214182407, + 1.420504293050484, + -0.11302035005448445, + 0.322143399620396, + 1.2347519140448249, + 0.43004700825083586, + 0.5954916217995252, + -0.5898354010516528, + -0.1321545326751305, + 0.09066012991216368, + -1.5002218610708755, + 0.2933716647439111, + 1.3510823287092226, + 0.8862232118421722, + -0.062112269956144515, + 4.025549254552967, + -0.29209477485005936, + 6.526845969105231, + -0.20013022656540536, + 0.2528831290095784, + 8.97784609892279, + -0.7763855489259825, + 6.485366787823454, + -1.485417600170354, + 11.354455619538662, + 4.813522391603214, + 6.038366972947342, + -1.8545242643517201, + -0.45479444207700254, + 7.773520656547766, + -0.48973537052799954, + -0.05324126980287415, + 8.277738750275367, + 0.20864178943503905, + 0.30931067027750825, + 1.464009540223326, + -0.8726661060153256, + 1.7987250324020758, + -0.732027738759821, + 9.218946081166568, + -0.21497371632454548, + 0.0022880675098625866, + 1.0703651602308824, + 1.2718926563886916, + 0.39908696927588905, + -0.36912302434624017, + 9.25035014270542, + 5.42334129116885, + 1.460984296385978, + 1.712155570976114, + 1.6170686597992763, + 2.2445549790927792, + 0.3813096776183775, + 0.3412781960094796, + -1.5034309390032519, + 6.040328205115355, + 4.785678652036134, + 0.03888774272779556, + -0.16633911952193686, + 0.24353020418752336, + -0.06040372919690829, + 9.316051360589972, + 2.6866366236658146, + -0.4692446741420421, + 8.822117644847083, + 5.297626335116648, + 10.519223808724869, + -0.3321369633841009, + 5.563186872786869, + 9.501168666830068, + 1.5161833236376963, + 0.4800778303635765, + -0.2068132287583832, + -1.8363585656445311, + 0.2815222560878933, + 0.7938184682929571, + -0.2973723567935298, + 0.17828184099011243, + 0.986378930552749, + -0.711973227258922, + 8.225577875078168, + -0.16062526360018864, + 6.772943297624451, + -0.9662463190410226, + 0.06975780165786677, + 0.4915056472467946, + -0.009288561567815747, + 0.35182425929257577, + 2.1180979225124412, + -0.3428292856739426, + 0.278375241813342, + -0.5074082870244166, + -0.8463597198809455, + 1.3890593539287606, + -0.4786954571009583, + 1.691263041092776, + 2.349075789770954, + -0.7157908481956501, + -0.4166253019079963, + 9.50431921231588, + 0.4386001185914889, + 0.2646738022558692, + 1.9127914874001124, + -2.3689317281103373, + 4.924942607293744, + -0.49587740941611347, + 1.099557455907345, + 7.109973827523335, + -3.007632339693594, + 4.7737298511505735, + 1.7318125789995495, + -1.0891891448379414, + -0.9616479604480612, + -0.7004121543026788, + 0.3837418450893557, + -0.5866799619725396, + 3.1871934690922665, + -0.8315344675501062, + -0.8568518650008553, + -1.1260538724059506, + 0.1886061282743416, + 6.854476455612347, + 0.8108755848209261, + -1.8517813709590152, + 0.04597670663378882, + 8.857758482180596, + 7.023137118020895, + 2.680033117523797, + 10.292877786003453, + 8.077991978735318, + -2.3908630862373887, + 6.030882451110319, + 9.565569860985235, + 1.1785127002808309, + -1.1113570081769764, + 0.5201835471950759, + 2.0175056691941866, + 1.0412690508874918, + 0.30427800675967875, + 5.850320949119602, + 1.602578133533949, + 1.5167505556225438, + -0.6101606088809378, + 0.50448329683143, + 8.334511122306504, + 1.6284846573338316, + 1.44237962303717, + -0.346551633891294, + 1.453275476042545, + -0.061024821541643376, + -1.3172814288788284, + 1.6352488617768741, + -0.5897754194741888, + 10.662635417796853, + 4.873300047965762, + -1.414843541354374, + 0.16429476857631345, + 2.6978215080536443, + 7.676588340109427, + -0.05751768161676089, + 1.0755143278249908, + 0.5375135540251403 + ] + } + ], + "layout": { + "font": { + "size": 18 + }, + "legend": { + "title": { + "text": "Data" + }, + "tracegroupgap": 0 + }, + "margin": { + "t": 60 + }, + "plot_bgcolor": "#F5F5F8", + "scene": { + "domain": { + "x": [ + 0, + 1 + ], + "y": [ + 0, + 1 + ] + }, + "xaxis": { + "title": { + "text": "x" + } + }, + "yaxis": { + "title": { + "text": "y" + } + }, + "zaxis": { + "title": { + "text": "z" + } + } + }, + "showlegend": false, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "heatmapgl": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmapgl" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "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, + "#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, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 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, + "#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 + } + } + }, + "title": {} + } + }, + "text/html": [ + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -240,45 +4167,45 @@ " \n", " \n", " 0\n", - " 0.077890\n", - " 0.805750\n", - " 4.296428\n", + " 1.000000\n", + " 4.792573e-10\n", + " -0.008826\n", " \n", " \n", " 1\n", - " 0.999998\n", - " 0.042082\n", - " 1.390855\n", + " 0.765810\n", + " 5.436784e-10\n", + " -1.515337\n", " \n", " \n", " 2\n", - " 1.000000\n", - " 0.000030\n", - " 1.937162\n", + " 0.999891\n", + " 6.112328e-03\n", + " 1.088078\n", " \n", " \n", " 3\n", - " 0.766690\n", - " 0.094306\n", - " 1.763867\n", + " 0.945274\n", + " 7.010131e-01\n", + " 10.879537\n", " \n", " \n", " 4\n", " 1.000000\n", - " 0.307102\n", - " 2.270254\n", + " 3.164409e-04\n", + " 0.342552\n", " \n", " \n", "\n", "" ], "text/plain": [ - " x y z\n", - "0 0.077890 0.805750 4.296428\n", - "1 0.999998 0.042082 1.390855\n", - "2 1.000000 0.000030 1.937162\n", - "3 0.766690 0.094306 1.763867\n", - "4 1.000000 0.307102 2.270254" + " x y z\n", + "0 1.000000 4.792573e-10 -0.008826\n", + "1 0.765810 5.436784e-10 -1.515337\n", + "2 0.999891 6.112328e-03 1.088078\n", + "3 0.945274 7.010131e-01 10.879537\n", + "4 1.000000 3.164409e-04 0.342552" ] }, "execution_count": 6, @@ -307,14 +4234,6942 @@ "outputs": [ { "data": { - "image/png": "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\n", - "text/plain": [ - "
" + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "hovertemplate": "Data=Real
x=%{x}
y=%{y}
z=%{z}", + "legendgroup": "Real", + "marker": { + "color": "#000036", + "size": 5, + "symbol": "circle" + }, + "mode": "markers", + "name": "Real", + "scene": "scene", + "showlegend": true, + "type": "scatter3d", + "x": [ + 9.004177354909239e-05, + 0.8819273379549436, + 0.5003865237834356, + 1.8385437846049354e-12, + 0.16279146500007452, + 1.8539085703290248e-17, + 0.9999988338450724, + 0.4783893616639808, + 0.0042732432689883675, + 0.9809579383340237, + 0.9999996206146252, + 0.09417218589354895, + 0.004352617582050614, + 7.79049452822851e-05, + 0.9999999999912171, + 0.9999969655953557, + 2.2931955375055183e-12, + 0.8553620843576518, + 0.999988513027451, + 0.9880118138884082, + 8.267133671466523e-07, + 5.98364252648376e-15, + 8.26543990127396e-05, + 0.005947441678046152, + 0.9999804692757127, + 0.9036394549204502, + 0.619436930611018, + 0.012998298581060717, + 0.00035215253301984294, + 2.6962490477637393e-09, + 0.9732325061171405, + 0.999781518100652, + 0.0013800165305519606, + 2.7992797828587494e-08, + 6.05117862301852e-12, + 0.9999987271679586, + 2.0277849774014267e-22, + 0.4234694493485783, + 0.9999999999334924, + 0.9999875493219413, + 0.9628557955016216, + 0.9999999316427814, + 0.39018604887434694, + 0.7939014409289543, + 0.9981789251996047, + 1.7567775710557966e-08, + 0.9544080274151585, + 0.9885159022408369, + 0.8818641284687807, + 5.269102720219746e-07, + 8.628961477697677e-14, + 0.008075743316326928, + 0.9999975548702797, + 0.0022298962054448416, + 0.999981411663405, + 0.9971638177655094, + 0.8024192653991781, + 0.03952001905039348, + 0.9999995453988859, + 0.9935514009766384, + 0.2608156255989924, + 0.9999753596394808, + 0.0018703604506614575, + 0.37542526671855203, + 2.1833248631934047e-19, + 0.998183607034937, + 3.182026880872669e-05, + 0.9999776106161096, + 0.04570196011707222, + 5.381211540431579e-05, + 0.9999984986509332, + 0.9934637902301507, + 0.9999999986734921, + 0.8730197413257846, + 4.631745068541153e-08, + 0.9999983705291866, + 5.169161400528226e-06, + 0.9999992021599335, + 0.222722278095124, + 1.369431640643768e-05, + 0.004412914027971684, + 0.8423650970476863, + 2.177447439170568e-10, + 0.9956022398607249, + 2.448311881249179e-12, + 1, + 0.9997135902725476, + 0.9999979209381971, + 0.9969908716517182, + 0.9999999953490228, + 0.9999833831249964, + 0.628476364348566, + 8.314648145184407e-05, + 0.9794838140112626, + 0.9996060542455149, + 1.4476280687414382e-10, + 0.9713152300108876, + 0.4265741083734746, + 0.1074652309812848, + 0.7838221362558108, + 0.9999999985056274, + 3.5460302198319985e-08, + 1, + 6.9987709998446225e-09, + 9.545231372143549e-16, + 0.08962594449317701, + 0.9999768009349748, + 0.9999831676322013, + 0.00024763713976402684, + 0.06421501658178642, + 0.811459037499377, + 1.1510728420984625e-06, + 0.6971312316005474, + 0.9998841810869418, + 0.9695258372162481, + 0.98987291527803, + 0.8294101833184158, + 2.0780829448812154e-06, + 0.999999999976266, + 0.9999975808078102, + 0.9998824395282206, + 1.6374723587601648e-18, + 0.00029071361818744124, + 0.7719339481076752, + 0.06392907638674636, + 0.9999487718496837, + 6.831343076015754e-06, + 0.9509155741558997, + 0.9999999792796235, + 0.008482316718401809, + 2.078855807648214e-06, + 0.8445447449027021, + 0.4804730609375661, + 0.8833960468768901, + 0.49767753730762326, + 0.3731400457545788, + 0.5483566892541328, + 0.8865138124850431, + 0.22191787984821715, + 0.999937604748255, + 0.999999037535073, + 0.9999999999991397, + 0.17780061007086484, + 0.0007192993812736357, + 0.11655195127814487, + 0.9997409868985323, + 7.267370121362635e-07, + 0.9999970072849427, + 0.9999999976676734, + 7.577483190919813e-11, + 0.1615152091720753, + 0.049437152648727674, + 0.990912362381984, + 0.999978995789649, + 0.9999999667401525, + 1.6040946735046809e-16, + 0.862109492855056, + 0.9998133496445247, + 0.00903311427003842, + 0.06710336892761405, + 0.9998121827917541, + 0.9294099862943406, + 0.2719556137968477, + 0.9948806019912709, + 0.0005225518689434695, + 8.59729933845222e-10, + 0.7716467582698575, + 0.8758253610545889, + 0.9999998601928543, + 0.592920969433479, + 0.0001028178649671519, + 0.01270664562945986, + 0.9999999999965882, + 0.005868088003321922, + 0.004869831005895121, + 0.9999991423826469, + 2.5582232187383917e-10, + 3.605780885260147e-14, + 0.9926764111148202, + 0.006359051692681257, + 0.14868441772086843, + 0.9998654361724252, + 0.9999688664573757, + 0.9999999626525081, + 2.5553231456445582e-09, + 3.0657186938980226e-07, + 0.9999999999999997, + 0.9999753679569354, + 1.9687586355734867e-08, + 0.0345546714869112, + 0.2911381024390707, + 0.9903776430408929, + 0.32689479775598945, + 0.9998426587435544, + 0.0006374349180953996, + 4.3316916331211054e-05, + 0.9990292016359745, + 0.4878070558672581, + 3.791973433318613e-10, + 0.00723973925726133, + 3.3993007149986994e-05, + 0.9999999999999997, + 0.9999999998914186, + 1.8392779197716796e-05, + 0.9936599762017101, + 0.9685818056700836, + 0.24205258034993668, + 0.24563180324098774, + 0.5062003696768249, + 4.5632682753193615e-08, + 1.5893116334527818e-10, + 0.0009258106695333814, + 0.9999829266555065, + 5.449391563251733e-08, + 0.9999999862890158, + 6.184754697259456e-10, + 2.9588816503109556e-11, + 0.9999999995888752, + 2.209552126726399e-11, + 0.5243371386115255, + 0.17788104819913597, + 0.9364875892293619, + 0.9999997102481766, + 0.9646157324359063, + 0.0005043505179454181, + 3.433871149071364e-07, + 6.962547771639538e-17, + 0.0005705181476345269, + 3.7800245951396733e-08, + 0.9212651795068142, + 0.9999194159746669, + 1.4828109799561261e-05, + 4.543291486302758e-07, + 9.554042126569798e-20, + 7.101186942141236e-14, + 0.0017937496875545702, + 1.7636250554032928e-09, + 0.9979091310648852, + 0.26850183728794685, + 0.03821805768292544, + 0.012965465417702186, + 1.2260233378371252e-08, + 0.6578600303227561, + 0.04385858619760754, + 0.9798276632016703, + 0.9380624432942081, + 0.9999999982437944, + 0.9334769800474823, + 6.336015582542333e-05, + 0.9999994292359857, + 0.7351073767867897, + 0.9364861991917587, + 0.9787473791087683, + 0.6773357166053052, + 0.9954766912544787, + 0.0004668834293854233, + 0.9999999932612442, + 0.9884089681088948, + 0.80421755384911, + 0.9970252604526022, + 0.9847651408421433, + 1.3871928328487631e-12, + 0.9971180668572894, + 0.11318388258177825, + 0.9999956278340403, + 0.9999962512570574, + 0.9893920860135357, + 2.088374712962488e-05, + 0.9957521500471241, + 1.9108570875295387e-08, + 0.01889531415020629, + 0.0071280538583332834, + 0.4595111749412914, + 0.9995736310751785, + 0.9999997911809402, + 0.8772679535418088, + 0.9999935902098118, + 0.9999999998095408, + 0.0054660104855033306, + 0.2513638243690073, + 0.9999281376212251, + 0.01451952234218004, + 0.010954875238739645, + 0.27631767267984947, + 1.015029704321471e-08, + 0.9984189547217048, + 0.0005090786652513512, + 0.9827800602120069, + 0.9999386331858429, + 0.0049694625058347855, + 0.15335600443816857, + 2.2751661375028332e-07, + 0.001623913440704038, + 0.9983025606920416, + 0.9999986863952941, + 0.999999811914888, + 0.0066777113860118096, + 0.9990024448768936, + 1.5130016298855355e-06, + 0.003388407091466977, + 0.04075990255560983, + 8.271207316823911e-14, + 0.999999998598962, + 0.371162369851305, + 2.7287649630666223e-07, + 0.6782701425284876, + 0.22055951423043635, + 0.06393205088108694, + 0.9943102358341701, + 0.008164691777154691, + 4.198975407835963e-09, + 0.09356763088871242, + 0.40332652738382196, + 6.219188238300987e-07, + 0.9996178175673537, + 0.03312327606076058, + 8.832966432406274e-13, + 0.012431548753754264, + 1.9351868139461005e-09, + 0.2065597888744507, + 0.9899983873644854, + 1.2319898940159352e-08, + 0.08376955514421551, + 0.9999949134820905, + 0.07838849690042869, + 0.7749899684412316, + 3.7551342761914466e-05, + 0.9999151819371316, + 0.016843735990217327, + 0.9860381067412862, + 0.014198412115083759, + 7.295263247164468e-08, + 7.014899276479278e-09, + 0.00016187531573628384, + 3.136406473775348e-06, + 0.7566396215061819, + 0.9999901835805616, + 1.188940759057053e-06, + 0.9940815177867737, + 0.9992058685492587, + 0.9999992799124434, + 0.061018113797804835, + 0.9993835075417001, + 5.5347904347575056e-08, + 0.0009109311927523739, + 1.1553232612676257e-05, + 0.999999999923907, + 0.9998969077932568, + 1.1561128027498858e-12, + 9.979487697873948e-05, + 5.3036937605565296e-05, + 0.919815185000319, + 0.7948538037059172, + 5.545752411433674e-05, + 0.1824489547764571, + 2.024081112384886e-08, + 0.999999927761298, + 3.381298710476814e-11, + 0.021431406459728495, + 2.812432881834595e-08, + 0.8895887536395746, + 1.1121468824222045e-07, + 0.9171143469631761, + 0.00013117390000264947, + 0.0006567696743542466, + 0.8215800010928129, + 0.9864363226648064, + 0.9814482454947655, + 1.3136730953135743e-06, + 0.029954097206729917, + 0.9765758675263303, + 8.862769799487334e-10, + 0.998134323799707, + 2.7561165358388316e-08, + 0.8182456892524852, + 0.7778704627089971, + 0.0007432556104945262, + 1.72842596672948e-05, + 4.974425348112529e-13, + 0.19830627069543974, + 0.0001571948479670658, + 1.454696714242072e-09, + 1.1578809136059537e-05, + 0.9999999447504446, + 1.0380646871196865e-05, + 0.7614094023536148, + 0.9211415686192138, + 0.04033813372269043, + 1.0188044160326237e-07, + 0.9770827548153014, + 0.0007609300334770208, + 1.5003678111575175e-06, + 0.13064876401904452, + 1.490893626431377e-17, + 0.9933335758373493, + 0.05689211650111981, + 0.9999997821536397, + 0.37413669884248874, + 0.003998142561917461, + 0.5236352550507434, + 0.9999990006793283, + 2.067825999508326e-09, + 0.9943353124441661, + 0.9807939611832684, + 1.3544407083470519e-08, + 1, + 0.1452498463229466, + 0.00461038874361224, + 0.4956209947765252, + 0.9925423954320433, + 0.0009082195995200403, + 0.09540551954081386, + 0.8502360013246144, + 0.9999048764613249, + 0.29887621287059646, + 8.958203376359473e-18, + 4.759110739946896e-08, + 3.5112362874744195e-05, + 2.1164819888508463e-11, + 0.15417844663735453, + 3.2758102815546435e-11, + 4.866469227729136e-07, + 0.6749233233038581, + 7.741024301553022e-12, + 0.9999999995460985, + 0.9953680778749883, + 0.850343095662872, + 0.03424930997387284, + 0.1698940536313147, + 0.2821988242087072, + 0.961294954088918, + 0.9895052527692524, + 1.2897676255465643e-08, + 0.6964252649463553, + 7.346246809190166e-10, + 2.314814708388187e-05, + 5.917242849970073e-08, + 0.9999996930806478, + 0.9999581550998783, + 0.00013076036157363537, + 0.1550919842743954, + 0.9993723631422684, + 0.9999926059124961, + 1.4000764887189829e-05, + 6.606654830836285e-09, + 0.9999999988532322, + 8.515737581712668e-06, + 0.0005495938333469163, + 0.9998365848570465, + 0.02168950324480917, + 0.9996271565299713, + 0.9854667806368738, + 0.913489895709267, + 8.321178881455449e-06, + 0.999999956738896, + 0.9969079237893775, + 0.7537892729855626, + 0.9999999999998302, + 0.0009012768392067193, + 0.9998749928442197, + 1.677865444627134e-08, + 0.9981174148660354, + 0.009824218587357443, + 1.0841653739972933e-17, + 1.263373646647363e-07, + 0.0008739935566923907, + 0.08169072166294866, + 0.999999999999816, + 6.623133982395088e-09, + 0.9781926082540281, + 0.26492715460287314, + 6.73233540140496e-08, + 0.7087384303396628, + 0.9999999999631152, + 3.3707501239300773e-07, + 2.37664867206506e-09, + 0.009789874364988458, + 0.11042121414173302, + 0.999854884187042, + 0.8504137687522072, + 0.030854036918770086, + 0.9999952720343486, + 5.646901556165159e-10, + 0.9999999999767687, + 0.13664992639337176, + 0.00023468408557738823, + 0.9706147294461149, + 0.9791657908282758, + 0.9899913368495895, + 6.068183267286558e-06, + 0.8028278212921585, + 0.00043410971796876345, + 0.9999988950407713, + 0.9999999945515347, + 0.9994813689442668, + 2.1658491706834654e-05, + 0.8529412139004278, + 0.8832784831051508, + 0.1147574670254104, + 0.0011919275236610476, + 3.176337159318079e-07, + 0.9999999999999838, + 0.062357291999296176, + 1.0556388943303624e-05, + 0.999999999999995, + 0.9998015582262617, + 0.9989805710435656, + 0.5510750286481884, + 7.147282866342474e-05, + 8.481732650481739e-13, + 0.9984362923314236, + 2.7187732525701724e-10, + 0.0005140267341122251, + 1.4647739407590333e-07, + 0.02138993438970968, + 0.0011722950683425958, + 0.9743360738921135, + 0.9999999998410598, + 0.9999999999999999, + 0.9935045258772933, + 0.8345163013001501, + 0.999971260922887, + 0.9984446846277987, + 0.06402864486034202, + 0.9977447201391139, + 0.0036880146599176503, + 0.9995507557527497, + 0.8916186847520483, + 0.9151003912343079, + 0.9998094536835963, + 0.9997678945950194, + 0.003332111985372262, + 4.097897664008801e-07, + 0.9999999996387746, + 0.0005843564848828945, + 0.9991221236780296, + 0.9999977585550033, + 0.9999995133080053, + 0.976420877771018, + 0.8456305952245305, + 0.9355398272371067, + 0.8425533069350906, + 0.9996662220515647, + 5.738337489049054e-13, + 0.38095436746682204, + 0.9999999733897652, + 0.0015166589007208574, + 0.9999997207137805, + 0.9999975168712485, + 0.00015824788034530924, + 0.5545726771194671, + 1.5181287331376482e-10, + 0.9992403970561226, + 0.3261181975129048, + 0.6524138995985679, + 0.8500874157565003, + 1.9191472331476264e-07, + 0.9736629368171182, + 0.9776133101189973, + 4.5652626088225774e-05, + 0.9999999997050454, + 0.9955836477938934, + 0.10988871790054534, + 0.9998219779806073, + 0.8594231474539289, + 6.7221669474261646e-06, + 0.8715772483136389, + 0.45150852380164114, + 0.1585797614962494, + 0.562574714665363, + 0.12323823593877627, + 3.5813739764248253e-08, + 0.9999999999999982, + 0.9999999914359944, + 0.0003459237748984672, + 8.598430251788028e-08, + 0.9929356559187261, + 2.970338408392549e-17, + 0.009564214531975337, + 0.9998618018884299, + 0.8327381714234398, + 0.9999999976397024, + 0.9679406262532354, + 0.9999682022188418, + 0.020334334992968307, + 2.4501687993262465e-10, + 0.9999999999130025, + 0.00019216209853126386, + 4.294505200210574e-10, + 0.002868930302715898, + 1.585978805465622e-13, + 0.9999999752418871, + 0.9999999999999987, + 2.2301094939606257e-12, + 0.010427057403110255, + 0.9861873913602878, + 2.4215267308068863e-06, + 0.36017545388791783, + 1.3672076752480345e-07, + 0.999989339375111, + 6.760769937357544e-10, + 0.9998391161964255, + 0.9999999897611276, + 0.0004074481724820145, + 0.014838644014503393, + 0.9762280933117807, + 0.9998448118601998, + 0.9999987336215939, + 0.9999999955697279, + 0.9966658982084521, + 0.9975870336721714, + 0.9999999332555525, + 0.7539665084953766, + 0.285991944402136, + 0.8754058794578662, + 0.9999991260098492, + 0.9821882925879755, + 0.993524371734504, + 0.34300214323634765, + 0.9905988157111139, + 0.00012751268284382433, + 2.6726270921808156e-10, + 1.9044926195053103e-05, + 0.02123960636888129, + 1.1273680543387881e-08, + 0.11801269300699378, + 0.9992640875359021, + 0.10603577756545397, + 0.9999999999998854, + 0.9999997533919243, + 7.893588185384794e-07, + 3.613926538011072e-06, + 0.2177969542661693, + 1, + 0.009843323595914518, + 9.767425364139406e-07, + 0.00018141429464746408, + 0.9999825356860147, + 0.12498671288367807, + 0.999999046156499, + 0.9910794145381032, + 0.26035193659771866, + 1.9108343797536947e-15, + 6.657076821977399e-11, + 0.11338150977096936, + 0.2390949308003101, + 0.0001574157431448895, + 3.3097062388904236e-11, + 0.017902974249033893, + 0.02856571034555138, + 0.03586285085544506, + 0.9534700324204667, + 0.9875661626096447, + 0.9999989893625295, + 0.9999759537776043, + 4.2551351383202923e-07, + 0.9422893114069707, + 0.0700976639340886, + 4.017468130050203e-07, + 0.9828341785997461, + 4.71850455415288e-06, + 0.9998097606192607, + 0.002866403664546953, + 0.8548881764843632, + 0.9962059385115271, + 0.33168882292963936, + 0.9999999999999878, + 0.9827634429364085, + 0.00650253153709362, + 0.0028763247190194603, + 0.9994939177982642, + 0.0004967008060169243, + 0.999999569287527, + 0.46580242880336914, + 0.9999999653436372, + 0.08398058220114914, + 0.057782382036330876, + 0.9999999496182054, + 0.9959837693653645, + 3.40482460230984e-06, + 0.1899212859420199, + 0.006617534847715938, + 0.00016333060348484868, + 0.9999982079239684, + 0.9991147306852394, + 0.9999999807659735, + 0.9994971825314564, + 0.9999914369416686, + 1.3808578995897124e-05, + 0.0001234104969281964, + 0.9959112690325391, + 0.20487240456335098, + 0.4913755787630018, + 9.378392623247589e-14, + 0.9662519903577456, + 0.614626100880619, + 0.019023604257288794, + 0.9977470091991208, + 0.9999998198007817, + 0.003429821227562999, + 1.205646308216036e-05, + 0.0007081105005617199, + 0.008772003443909658, + 2.9882791904456252e-06, + 1.4182145876906928e-23, + 0.04478537294922236, + 0.22166658732754246, + 0.04288595591133197, + 0.999999792537745, + 0.0002537960172334573, + 5.85354528365303e-06, + 0.9999999999276621, + 0.9846159610254275, + 0.9999998748308214, + 0.12935703756123804, + 0.9622826026686392, + 0.10220176559020315, + 0.9853026638448183, + 1.3728696788747674e-15, + 0.5474895702780056, + 1.4121983410079763e-05, + 0.006505325719899986, + 1.2475279674398261e-08, + 0.9999999999999317, + 0.9998432621303417, + 0.7446184166396264, + 0.06650593474712958, + 0.9995757293943728, + 0.0007951557592038008, + 0.6411840497409388, + 0.9976521147655929, + 0.9999999952932722, + 1, + 0.22909372018364513, + 0.003585245875930195, + 0.19170398884951573, + 0.010782410578482836, + 0.9999879925786654, + 0.2651329355867889, + 0.9478976179427984, + 0.0002713204111374654, + 0.6899343176870101, + 5.738932946611008e-12, + 0.3826506745485335, + 0.6977781370774526, + 0.0913680298118367, + 0.775690356530584, + 1, + 0.9999999999999927, + 0.03657099175524214, + 1.5621187211902248e-06, + 1.2454552230906968e-12, + 0.9999960143338358, + 0.9983033203874971, + 0.31919213547090286, + 0.9817240135286659, + 0.001190439173126735, + 0.9999360899643989, + 0.9999950538348923, + 1.770697505304689e-06, + 2.4229024060038312e-05, + 0.999999993945285, + 0.9996422663290083, + 0.9989814107125524, + 0.978488978840324, + 2.296548926901013e-12, + 0.9898818701777835, + 0.31783062479103036, + 0.6745807057506489, + 0.9813673899658376, + 0.3336245634816882, + 0.9820397758354039, + 0.999970732952553, + 0.9986864601897127, + 0.9999999963958571, + 0.9618586456101097, + 0.9999962848596352, + 0.17113145153581633, + 0.9997179859860331, + 4.582025157569003e-15, + 0.7403680260177943, + 0.005380505073753449, + 0.857612591296441, + 0.9999999974719674, + 0.9955886885628482, + 0.005690801055258219, + 0.026920757949026368, + 0.8905734963469041, + 0.9046645175209949, + 0.9999958388723273, + 6.507132039913459e-11, + 0.0053783598792529665, + 0.011132169741459034, + 1.8319457777058597e-09, + 1.8511398203563667e-11, + 0.0002305038072046052, + 0.9533320325845456, + 0.993082033023834, + 0.0009260697932297291, + 0.9831853625168423, + 0.06299430637502287, + 0.9999999986957706, + 0.004848300031668026, + 1.1203916876671252e-06, + 5.498600966318621e-05, + 2.0773193894228782e-07, + 0.9995791736117549, + 0.14276201499024926, + 0.9999989224728334, + 0.9999343686603954, + 0.0116204756413439, + 0.14207421253043798, + 5.235317119201155e-10, + 7.802099137144171e-09, + 0.727891841228837, + 5.835314655135723e-10, + 0.0415265427709691, + 5.128134229792649e-11, + 0.9973951788612364, + 0.2330410259042964, + 0.8211772842383422, + 0.9978752201575724, + 3.1891232818142706e-07, + 3.417161268702528e-09, + 0.00023444105342595317, + 0.677576903949498, + 0.9999272291642834, + 1.06581877006119e-07, + 9.420318475147555e-07, + 3.1567161042782934e-05, + 0.07632289725380145, + 7.376014788352597e-09, + 0.998324135337464, + 0.08921165166002343, + 2.596754549970385e-05, + 0.9999554794793597, + 0.9999999517941394, + 6.44936522561622e-08, + 0.9963562959542609, + 0.9996758639334217, + 0.007813694929928422, + 0.9999993549490458, + 0.9999810375895545, + 0.3817161946721565, + 0.9998854688541766, + 0.9950072989532452, + 4.665305789203886e-13, + 1.576701066645923e-11, + 0.9999992777018138, + 0.830073493574494, + 0.9999831419401621, + 0.9999999999651474, + 0.0012151199285085183, + 0.9426460024181748, + 0.0008115940104016688, + 0.8934467243856377, + 4.850681331240981e-09, + 0.9997699699719894, + 0.2337053715699486, + 0.7693622770822016, + 1, + 0.18919163852027857, + 4.837853641374803e-12, + 0.9999999636176959, + 0.999889755244916, + 1.0268440409254602e-13, + 0.8773982337377639, + 0.998847604280494, + 1.0375631867302682e-07, + 0.002032457650498313, + 1.0704715179094688e-07, + 0.0004442500451994027, + 0.9875826236977404, + 0.3816217882349049, + 0.004693757475577914, + 0.3351447870950324, + 0.9998929833825846, + 0.9892996648855104, + 6.493650799120211e-06, + 1.9741127746631274e-14, + 0.03817958754346676, + 0.04491844869061994, + 0.5899218080894619, + 1.234290442422399e-09, + 1.2262320058586027e-07, + 0.05537303229406013, + 0.0008215438514968462, + 0.9999999998935079, + 0.999999979925912, + 0.9308646866572811, + 0.85196893726004, + 0.0003513733004175492, + 0.9999970361537133, + 0.9966879444910436, + 0.1879218309336643, + 0.9999999999905033, + 1.9457875850651602e-11, + 6.985691253664087e-05, + 0.9927502080114134, + 0.9949019128407428, + 0.09050616683024447, + 0.8744654027737845, + 2.325414525127055e-14, + 0.9999561363761181, + 0.9924198678671735, + 0.07564505568854177, + 0.8931441065529326, + 6.0634239788680376e-05, + 0.9999993105100937, + 0.18353060373033817, + 0.03460802726308066, + 0.9999988273653834, + 0.007716594295085712, + 0.959787619258259, + 2.7900590283069373e-05, + 0.543383138580217, + 0.9999975714437355, + 0.9929226034690742, + 0.8096957840164892, + 0.8433297783171485, + 1.33676502428327e-05, + 1.5213640238410808e-06, + 3.8686588795648344e-08, + 0.999998528310462, + 0.006181892552652679, + 0.9531005148263202, + 0.8168585817080356, + 0.0016376143158393316, + 0.08530903262668695, + 0.14290546432949036, + 2.5169523517579143e-05, + 6.001377769897762e-15, + 0.04255555754672454, + 8.459865210695041e-07, + 0.9999988364779794, + 0.05834759910435703, + 0.9999929783002838, + 0.0003671293626233731, + 1, + 0.9999999999999538, + 0.9999978223192404, + 0.999930215268617, + 0.9996164141378218, + 2.650426404420997e-05, + 0.9999523505497541, + 0.008495552304780985, + 0.9823061758347261, + 0.3717296316276273, + 1, + 0.9961488048417078, + 0.9999999995157071, + 0.88211363527467, + 0.9999999998898996, + 0.580337312988325, + 0.32385585892918956, + 0.14938463682999445, + 1.39941753453627e-05, + 0.999999992171646, + 2.7212944007291123e-08, + 0.73799845849675, + 0.9854735390610309, + 0.999982216224411, + 0.057601448329614606, + 0.00010914918263680041, + 0.11224133545459491, + 0.985549413886058, + 0.10809389617026605, + 4.021083783339259e-06, + 0.9996023698431361, + 0.4318788372109719, + 0.0011721573922185014, + 0.9999999999913232, + 4.335346103848952e-16, + 0.0016522535692479136, + 1.0430470215830506e-05, + 0.006367655771863108, + 0.5888598482079408, + 4.490252081285367e-07, + 0.3712750912958312, + 0.9935955690687801, + 0.9786917910469106, + 0.005894688093365022, + 0.9999998514279881, + 0.9999997117213786, + 0.7929651521274476, + 0.9999999999962114, + 1.1416806687187885e-07, + 0.6408787683281977, + 0.9999974938539762, + 3.468767583998034e-05, + 0.004218766519489782, + 1.8756386508818704e-09, + 0.0019717883885038813, + 0.9999999926813792, + 0.9299604097783315, + 7.344070925425658e-05, + 1.4754295789228876e-15, + 0.9956022663008839, + 0.9999999999997083, + 0.9915146444001447 + ], + "y": [ + 2.883992052061763e-06, + 2.9119792467480267e-07, + 0.0004886504311752182, + 0.053928017519656084, + 1.6342686177794927e-08, + 5.354314285052445e-06, + 0.3863527284185293, + 0.10483723377016879, + 0.2978830921419358, + 4.017838235648893e-12, + 0.25203836163500626, + 0.0017370416114326132, + 1.7525613723970124e-08, + 0.30542341160652736, + 0.0026227487668039995, + 0.043918429648078613, + 3.3389740141605616e-12, + 0.3554096874056874, + 2.3187444596491876e-13, + 1.638648736926476e-06, + 1.3474408123511123e-07, + 0.18588294587488605, + 1.6912261099006353e-07, + 2.961141203608043e-06, + 5.151430095690854e-14, + 0.0005584145398087531, + 0.00823683968787544, + 3.950043091341834e-10, + 0.49351655955637924, + 4.505843888009261e-07, + 6.060612851483232e-06, + 0.010158082488665784, + 0.40018092799905436, + 0.5917082164881255, + 1.9963483565343445e-08, + 0.4957965470302172, + 2.739876929872657e-06, + 7.456356268727571e-08, + 5.633999415962991e-08, + 0.3832847654423124, + 0.0007231570408702531, + 2.1069258672804857e-11, + 0.30556893403801366, + 0.8039918827873495, + 0.27800031512363255, + 0.6090209989352221, + 7.945276537272997e-05, + 0.01074028523565498, + 0.04472210681345554, + 1.862690399983051e-11, + 7.258031203645538e-08, + 0.3172363068843506, + 0.24843281362710706, + 0.0007980871675933406, + 0.0032504608769334327, + 0.0012655075411186442, + 0.0005928969477008815, + 0.04678833792687594, + 1.851956178759825e-09, + 2.7479855002027263e-08, + 0.0006116221208055122, + 0.034319772305439665, + 4.168482889893365e-05, + 0.0005635764498178063, + 0.39745690845762344, + 0.15898822534251333, + 0.8270398037395521, + 3.6538964662816776e-08, + 5.226352096325347e-07, + 6.983483115164838e-06, + 0.08994076035385251, + 0.00015561251711053496, + 1.7554726022518978e-14, + 0.01579830785516587, + 0.3003128528968102, + 0.173515436011443, + 1.7342844242591801e-06, + 0.05542063685553528, + 1.4193672310231719e-09, + 0.0005716329750975565, + 0.016199593324142496, + 0.9847342591262647, + 0.09317115944995848, + 0.055127689588467546, + 4.025660318294434e-06, + 5.473348486523398e-06, + 0.08393253033722402, + 3.865671601993601e-18, + 0.3065507445413775, + 0.6602712927317067, + 0.952896461438915, + 0.09241954204400392, + 1.2010873639486952e-09, + 3.923868337810529e-19, + 1.7201314249769134e-05, + 5.9842017021946184e-05, + 0.9568586376409114, + 0.04773307742982083, + 0.9030630648954564, + 1.6440968108762835e-10, + 0.9881593791022855, + 0.004541939275121502, + 0.43632273945055344, + 1.576781049015023e-12, + 0.3103499633750304, + 6.411407062218726e-11, + 0.025522507345173306, + 0.4571267524537508, + 0.007372920847753785, + 5.415841091513253e-05, + 0.17535522490713698, + 0.6200191264434401, + 0.016776374536828134, + 0.010542268407974183, + 2.1690101605347877e-06, + 1.0230398328057887e-09, + 0.0017851077753867095, + 0.6253074729785588, + 0.16781170692420921, + 0.6762603767849725, + 8.66880028283023e-06, + 0.21019379776941224, + 3.7813836259011304e-08, + 0.8721801981450366, + 0.017310576690347836, + 0.08400564888995936, + 5.411089637058862e-07, + 4.358017399964682e-19, + 0.00018874954756573398, + 1.8846503518329886e-09, + 0.2531080346945499, + 0.01435154616115679, + 0.7578071705353455, + 6.594121031496375e-11, + 3.066816400082862e-09, + 0.0014781564386499696, + 0.0017359314553660288, + 0.9817571633132972, + 1.5733184874922337e-05, + 0.001054798150957872, + 0.42659899883553043, + 0.06717314746167462, + 0.9999824369833827, + 0.8064801128468383, + 0.0003631015956025023, + 0.013477536660972438, + 2.6259594944342682e-09, + 0.00286074164587085, + 3.840883379146005e-09, + 0.9189979307229998, + 8.724978050663281e-11, + 0.5510238190848352, + 0.13663325509845306, + 0.9814725813798816, + 0.012835184878068678, + 0.009652639865233034, + 0.7313004772125407, + 0.9878285126170646, + 0.08531125130716227, + 2.7140407146968745e-19, + 2.116102981142153e-05, + 0.6820828816673739, + 2.540385782266254e-09, + 4.2597038983189234e-05, + 0.01912914599774232, + 0.12064744814660706, + 0.2007846725736386, + 1.1682038055798687e-05, + 0.0004929443830967566, + 0.16142153493910513, + 0.6927284739856348, + 3.2058029824365935e-05, + 0.00013735397818589003, + 0.06062472414636901, + 0.0019479560282073094, + 0.010645742664139764, + 0.7229402747646713, + 1.1935727547838056e-05, + 0.030177115116537596, + 0.004069548713743714, + 0.0013714557769807785, + 0.05232293584227513, + 0.0008734291150384993, + 0.5470262258664031, + 0.49014059909128643, + 0.0011698976091428313, + 0.04405953695042731, + 5.367662930322675e-15, + 2.019371010252498e-05, + 0.22533818736788364, + 5.059268018347147e-06, + 4.885818190303836e-10, + 1.1792620198547909e-05, + 0.009205379916357507, + 0.910976440655284, + 0.8159997351828293, + 0.00062540312493935, + 0.08347012007977372, + 0.009147844851105758, + 0.08663018711441403, + 0.002996441059911982, + 3.6324678453942434e-05, + 3.4563821832606678e-12, + 2.22479245775409e-06, + 0.023570242092679203, + 0.1831008641551292, + 0.0007593709187518556, + 0.004809647339165209, + 0.02661901341546685, + 0.17308584817846936, + 0.05623969765134766, + 0.002001780506962734, + 4.0401602302377607e-07, + 0.4260370990247068, + 0.0024566613995594174, + 2.3193032675409715e-09, + 1.455454643354797e-09, + 3.306294726977306e-06, + 0.9621126135155146, + 0.00046691341445514594, + 0.0009335877397475439, + 0.03429196689427614, + 8.79808258676468e-05, + 0.3058276071775107, + 0.005010296880756728, + 0.005455948650352998, + 0.832092425446453, + 0.20485220115589178, + 0.0041953576278752625, + 8.7827809113869e-06, + 0.5167794713797388, + 0.19235527847515627, + 1.1573747718018387e-12, + 0.0012573291134755054, + 0.010754134378297649, + 2.865761181068636e-17, + 0.04334703469063071, + 0.5840313865057917, + 4.4971159828695086e-05, + 0.593556000875774, + 1.881556129389606e-07, + 3.004983175786254e-21, + 0.028550106750007673, + 0.023479833736140016, + 0.06433307293564373, + 0.7083321561163444, + 0.09065283157396309, + 0.025470129927617713, + 0.3325937405849398, + 1.2542709044843595e-10, + 4.797670819273574e-11, + 0.027898099997068524, + 0.0021599826479445335, + 4.288061274528428e-12, + 0.0166428144863479, + 2.8714235995204517e-11, + 0.16700238695824407, + 1.9222505329269396e-11, + 0.0012901050998255091, + 5.816198156100353e-06, + 0.11494525454586958, + 0.00014495244820804173, + 5.1965869237786914e-05, + 8.484679612832396e-07, + 8.196594168508185e-05, + 9.971927695141626e-10, + 0.005116908894983404, + 0.012057191686552752, + 7.788006642241452e-12, + 1.3476838815206954e-06, + 0.179869822021733, + 0.009700775278663285, + 5.8965825532273534e-09, + 8.791528792091479e-06, + 0.0001923946224825868, + 0.7681518469476317, + 0.35413956480716724, + 7.522966424525629e-39, + 6.682227508998666e-13, + 0.8881060918187593, + 0.9999159183515857, + 1.5287868958169778e-06, + 0.00096356249670228, + 0.000503078408241989, + 0.6478452100541796, + 0.10509240044197171, + 0.0002850477000508047, + 6.292508482614163e-05, + 6.824443935633372e-11, + 0.005705222646866366, + 0.02033152858341172, + 8.972874964473141e-23, + 0.07107326786246809, + 0.0004980981937029803, + 0.17056783005022774, + 5.205747814135745e-13, + 0.719721289271129, + 0.0010978001101328134, + 1.1632191696919047e-06, + 0.01715509285409933, + 0.2903735458375506, + 0.16331846122206153, + 4.242664544001054e-07, + 0.000712168399549902, + 4.754448689268302e-07, + 0.07307646175521611, + 5.327464570905556e-09, + 0.32659279774022887, + 0.07374277650129442, + 0.4617998595207737, + 0.7909681611467009, + 0.01324130567928128, + 1.1172681231673185e-09, + 2.6969240497211743e-06, + 3.2638164697935418e-18, + 0.048612718574064816, + 5.1742780017100865e-09, + 0.005148125088913826, + 0.005000714983246159, + 4.3010570162970683e-20, + 0.7190476633000864, + 0.17329446225064665, + 0.11437715368832059, + 0.0015533068872256917, + 3.3880779370352227e-06, + 0.10127701488327369, + 8.931118707950447e-09, + 3.22631215576307e-17, + 0.22145375202600717, + 0.00018898451821641778, + 2.297847365019622e-28, + 0.01325325430225775, + 0.9970810735264839, + 0.35873178402874634, + 0.2853651858825599, + 0.001085857884694292, + 2.874405088620128e-11, + 3.5494754382547974e-06, + 0.19512368158017965, + 4.571687145426927e-13, + 0.9917154195778283, + 0.0008410463262049864, + 4.1844204656850745e-06, + 0.014091834812985878, + 0.16226105872210986, + 0.23360064755545418, + 0.00017084793749428184, + 1.1803720094743849e-05, + 0.8335628155807207, + 0.0006632302023642794, + 0.890674412134246, + 7.821227297342693e-05, + 0.047500418245963065, + 2.076230188900006e-09, + 0.028841120314185294, + 0.002135395508824381, + 8.791337375549581e-11, + 0.3565824175820617, + 0.012543707479496144, + 9.676841058844168e-13, + 0.006994739048711697, + 1.3663244436091094e-13, + 0.7785203587282832, + 0.9452238258059368, + 0.03348513782913645, + 0.050613803315307064, + 0.0007203273634497641, + 1.122065541376287e-11, + 0.958125993878291, + 0.1061027506673246, + 0.0015540633634633617, + 0.7036114665313347, + 0.0011779121498253786, + 2.08811179824628e-06, + 0.39557283006052457, + 0.005545114882847214, + 0.8670359451224913, + 2.85457161196602e-20, + 0.8988195321747684, + 0.17626561714218478, + 1.6491625868474026e-05, + 0.8229775332896642, + 0.1977071625825792, + 0.0015049409515544069, + 6.543797506170647e-09, + 0.00011745292570152913, + 0.9978463890223274, + 0.32040566054657144, + 0.00015234207859282593, + 0.031139441648320432, + 0.592979884302459, + 0.024735187096086686, + 0.20498595740427858, + 7.904666691692783e-08, + 4.670959710524539e-10, + 0.00018213007532792187, + 1.1970670229620235e-13, + 0.7499774147724245, + 0.6400928837636369, + 0.0007475920088662304, + 0.0023502911279941626, + 2.5968051830498033e-05, + 0.6458841877174354, + 0.26959781390715915, + 0.021706833165644587, + 0.13071728008961828, + 2.1963948187825307e-05, + 2.8630589505369424e-05, + 2.766868018476386e-12, + 0.006640232600663268, + 0.1496053515472035, + 3.401132097296841e-05, + 0.14782418124781088, + 8.355234350872838e-09, + 0.025325436914040107, + 0.12044184325804762, + 1.9935841505768556e-09, + 2.6194208457773113e-49, + 0.3369477959105559, + 0.9370516031227215, + 7.344445669976137e-05, + 0.16261915858597814, + 0.04357770984078278, + 7.329550772264141e-07, + 0.06557656006982965, + 0.001977189373482025, + 2.612442162548307e-05, + 0.8002539472166345, + 6.0627081696810206e-05, + 0.27819375926573464, + 0.011686533038396158, + 2.980303808522294e-11, + 0.5352427644660789, + 0.1978111864075757, + 0.9970722507339231, + 4.778033718405342e-06, + 1.0308790096492517e-05, + 0.8579062861638519, + 0.004931799414803381, + 5.41813801823584e-05, + 0.23648530028781237, + 0.13960921197354872, + 0.47647725916542416, + 0.05399492094155749, + 3.6712605464961836e-06, + 6.748425059087892e-07, + 1.8932253757910526e-05, + 0.30183713924558037, + 0.11555032563887926, + 0.702182221753792, + 0.0023886177097129915, + 0.14330760418487332, + 0.09979176878623171, + 0.9992462183577078, + 0.030660305655400875, + 0.004648584793676501, + 0.04337675756579741, + 0.002531409799150095, + 5.321646824361799e-13, + 0.04693040562993318, + 5.3523416989615634e-08, + 0.016636439387617927, + 2.0990566194197417e-09, + 9.64758537881051e-08, + 5.5489433020264275e-06, + 0.02903149480483003, + 2.4884825269994297e-06, + 0.00535287544444328, + 0.9996039361734687, + 0.8780821162205397, + 0.029113675046816525, + 5.9258309346423315e-05, + 0.07131887895965032, + 0.2141430294502905, + 3.624286453526116e-12, + 1.9385296958875145e-05, + 0.17159119451540586, + 2.4071532458521716e-12, + 0.5782567415040996, + 0.04453664507575973, + 5.563049403256772e-07, + 0.8473027787543882, + 3.5917819662736266e-05, + 0.00023558438953564755, + 7.300748998219978e-12, + 3.657802325430329e-08, + 2.140567682573453e-09, + 0.08792053286463558, + 0.0015152736091549168, + 0.0014121113530304848, + 5.709792585668141e-07, + 2.359493279418465e-05, + 0.01566573529630321, + 0.520142562966357, + 6.7224725100782785e-12, + 0.0006358145821915762, + 0.015070117736978363, + 0.15540083222329906, + 6.664580785111777e-19, + 2.1625100194233476e-06, + 0.07699356231357349, + 0.0001224216015557835, + 0.007693364138024448, + 0.9809795416453266, + 8.869334819902084e-09, + 0.05683397776283487, + 3.380267466445484e-07, + 0.058442786767638165, + 0.3512099993147013, + 0.06604942037298792, + 0.00037330599296671226, + 0.00014510986230303568, + 1.2552070513370594e-07, + 0.9870681650591592, + 8.453937437182557e-21, + 8.299567569400653e-11, + 0.6848344025655463, + 7.1182029360919585e-06, + 0.9979168586925679, + 0.01328485308573497, + 0.15954667206763112, + 0.8049024081254638, + 1.282218045717204e-07, + 0.9961112034135523, + 1.943643329163646e-05, + 3.461090146724882e-05, + 4.336248915211465e-12, + 0.10809054056190313, + 0.7428674050892075, + 0.1445044490091768, + 0.6271651899304072, + 2.7299445045370373e-07, + 0.0859326305821936, + 0.2407834851274448, + 5.844353181555256e-05, + 0.015792536214196386, + 1.4534372636752855e-05, + 0.42704732831122555, + 0.3073455175000455, + 0.13813473422147096, + 0.1430834717062123, + 0.0006829078131721217, + 0.9921483246521281, + 0.6300774162038076, + 0.382299116599395, + 2.4200272914084204e-05, + 1.2977223548409229e-12, + 0.9768715154874016, + 0.2887821121371229, + 0.1770853723931433, + 4.136645293188293e-07, + 8.790639823467092e-11, + 0.021049593802522092, + 0.21414407706128366, + 3.2254115047940625e-09, + 0.00013035373476244594, + 0.004555445535264172, + 0.0002677253447324758, + 0.19663220196049583, + 9.139702273147941e-06, + 0.8524340311858682, + 0.00012232547823723956, + 8.354635135706189e-10, + 0.010524603671804487, + 1.0165991330864353e-07, + 0.027976319368114066, + 0.2803240618049781, + 0.0007161090680869595, + 2.4788152196846876e-08, + 7.112374980672888e-08, + 2.945889004748391e-05, + 0.003819630713332411, + 0.06418145740926387, + 0.047926301961512194, + 4.532178132806809e-08, + 1.9718461638085294e-08, + 5.384674865938481e-06, + 3.4044018592292074e-09, + 0.0038408497537654332, + 0.0002371171649247332, + 0.0015215459050359876, + 2.824838171178555e-07, + 0.02485833303711441, + 0.0008383371190557772, + 0.004400882692396517, + 0.49698657746775016, + 0.005734237641970588, + 0.3853279814196683, + 0.12101506240427455, + 0.3258424216826996, + 0.0009307741198808925, + 0.3720769318493449, + 0.00010640339680892519, + 4.916291857807056e-07, + 0.33819906050797255, + 0.9536288063717059, + 0.0018276684482259364, + 0.019854601616045225, + 0.01078977446683245, + 0.12038365750887574, + 0.1983974872863735, + 0.436054012418322, + 2.726795213740025e-05, + 0.010306211358415019, + 0.2113204010999071, + 0.07819773260341635, + 0.00011920815621570182, + 0.8957186034138787, + 2.358799408595743e-12, + 0.0002730741093737483, + 0.993907640508585, + 0.7049108096237513, + 8.617690321151911e-05, + 0.00023548398530282545, + 0.028102841820221235, + 2.1726812948594713e-06, + 0.010785856039257627, + 0.00022051509485330987, + 0.08270703290929299, + 0.9978181756995627, + 5.452956171109685e-07, + 0.9615095678818126, + 0.1597667619169859, + 0.35779578981476584, + 0.17046719675304534, + 0.13138063624664362, + 0.2934988894865499, + 6.571836250206896e-09, + 0.015118688795202735, + 5.26610198232263e-07, + 0.3577106338833083, + 0.3988316438888547, + 0.013296213535650931, + 0.4796192126478618, + 0.29467766676420354, + 0.0011124244045293912, + 5.211429518032226e-05, + 0.00015885280035631282, + 1.1645176007953573e-06, + 0.5966114032445182, + 9.269856286534953e-06, + 0.15429277719375545, + 0.24421800019384013, + 0.5807310498026715, + 0.2663218291296551, + 0.5683857430804992, + 0.00017826732131962273, + 1.333961253086736e-07, + 7.068398481825123e-07, + 3.84411494380164e-06, + 0.175893859093245, + 0.6484901183179359, + 5.955144376073137e-11, + 0.0002459255939532855, + 1.2762138401498879e-14, + 2.4271453775543743e-15, + 2.3491433657714282e-06, + 1.8209153028383105e-14, + 1.5343050772199347e-05, + 0.742607996130597, + 0.1705774891189026, + 2.755758317550774e-06, + 2.1018814110352505e-10, + 0.0778897019392824, + 0.00041421263212018796, + 0.00809997812039493, + 2.4766377943641216e-16, + 0.21431353403966466, + 2.0928742877273192e-05, + 0.002181055888525881, + 0.14890476973773858, + 0.9776309043909893, + 0.3057037241610045, + 0.008191003949891529, + 0.4034441830148262, + 0.004442125867061645, + 0.23940877797332424, + 0.17158078015830222, + 1.1072832748691463e-06, + 7.839473692255861e-05, + 1.8184290863297984e-07, + 0.18157007573354955, + 0.6545040041655847, + 0.0008301772768498663, + 0.12771730542469076, + 0.9514078714032256, + 0.0020564434412262485, + 0.060540486237856704, + 0.00010243139812726935, + 0.02924042742813026, + 6.928028508337246e-08, + 0.0008553465426979479, + 0.8547290390378189, + 1.0897690519328155e-17, + 0.014293627035641476, + 0.20978024788259902, + 0.7003247613270543, + 0.0047678534761551586, + 2.2427037313158187e-08, + 3.134609625185333e-06, + 0.012783326876117457, + 0.011600203271976955, + 5.797166275435668e-15, + 5.078875823924777e-11, + 0.2573036548988885, + 1.590675593132066e-07, + 5.787595065269992e-06, + 0.9990740127163178, + 0.4662234526842495, + 0.7793038987833807, + 0.9800153408241608, + 0.003980777639245972, + 1.3403088288246017e-10, + 7.36214346686958e-11, + 1.8312227429437752e-06, + 0.0001913862612403355, + 8.010420802284791e-07, + 0.7884228143394187, + 4.384033312861724e-06, + 0.00015241784029716493, + 2.7453038462692706e-05, + 9.750015103743861e-06, + 0.8317059149527205, + 2.610607838770166e-07, + 3.991874425156327e-08, + 0.9068209985846488, + 6.40226123691778e-11, + 2.0157781672384044e-05, + 0.856853090902812, + 0.01677668725854826, + 9.89995748832945e-09, + 9.89130185141561e-06, + 6.726788264333901e-11, + 1.0805281042219618e-05, + 2.058324664040647e-12, + 0.0007793309285840826, + 0.008689122860848332, + 0.09744109952173283, + 3.2059666382092464e-05, + 0.692077211226698, + 3.347636470700856e-07, + 0.1718385791184541, + 0.0009861476139093734, + 5.141798604078302e-05, + 0.001150789427489705, + 0.0006393887253012994, + 2.6146128386684033e-08, + 0.9517814704401183, + 0.010258665791685027, + 0.0019012021898357333, + 1.3461240565499824e-06, + 0.0001164452412666275, + 9.682451027667747e-09, + 6.137091634207818e-07, + 7.4911295742354795e-06, + 0.6434725013194788, + 0.1532552457395203, + 8.537412249099311e-05, + 0.0058817906334122354, + 0.0039930001698110585, + 0.7688885609557531, + 0.280916267315416, + 3.2033404184940173e-07, + 1.3580366584821994e-05, + 1.870784214187465e-32, + 0.1991105211135403, + 0.7096804819071094, + 0.003304666339304819, + 2.2255415107856695e-10, + 0.9963487153138991, + 0.00010269541919099177, + 7.109797588998867e-07, + 0.0023161277350598475, + 0.7307490393876965, + 0.004064242484294306, + 0.3148533553915054, + 0.8379124080106984, + 1.6468620875049046e-14, + 8.014552053703416e-05, + 0.00926741719751043, + 0.004701738027281102, + 8.41042906753442e-11, + 0.013294191978071176, + 0.8702747564153307, + 4.676348024758232e-16, + 0.00023170123574408602, + 0.762134065169691, + 0.08075719304662983, + 1.71355008268838e-07, + 0.4155981303106488, + 0.7832238746411126, + 0.5749883545048746, + 0.05975203615002091, + 0.7617117916675632, + 4.382371911444427e-09, + 0.35171827305975295, + 0.5879410069115536, + 0.02574384815488213, + 0.8766416829535001, + 0.015623125015174984, + 1.4494631940628516e-05, + 0.38709399390311794, + 3.3806088839528613e-06, + 2.5819239327418238e-20, + 0.07374749354682872, + 0.00329918675023533, + 0.004234211575449649, + 3.2726014174475136e-05, + 0.9370256165671754, + 5.965612601576139e-05, + 9.539079388092504e-11, + 3.6894279355120786e-08, + 6.349587381870357e-09, + 0.0012565556321093912, + 3.7583113596812325e-06, + 0.02781489960557828, + 0.1507617237315933, + 0.9523777137997054, + 5.249229013084931e-21, + 0.08911042732608376, + 0.00014226710311675248, + 1.9434578956726325e-05, + 6.0188214138537184e-05, + 3.9332797028650575e-07, + 0.00031258764298716993, + 1.1360100358266675e-09, + 0.021219228223240277, + 0.009305603016762564, + 0.029209115265844972, + 1.061433330715043e-06, + 0.0029199522209175065, + 4.313436238763778e-05, + 0.017401276395541548, + 0.30230025669114263, + 0.0182362642414343, + 0.000969172099781011, + 3.192661547446598e-20, + 0.9087794973331464, + 0.01860067037595715, + 5.779420916590932e-10, + 4.602958276567334e-05, + 0.010058492599618541, + 2.977633137292706e-15, + 0.14620022503452706, + 7.241602679145535e-08, + 5.935541123812558e-06, + 1.4822969241362264e-06, + 0.0018381164527874788, + 3.760605853396193e-11, + 0.10722087075643458, + 9.436296083409135e-07, + 3.202325737664184e-06, + 5.2730737109034785e-05, + 0.3782425796040074, + 0.00021477307863982875, + 0.5170262583277249, + 2.223512287585319e-05, + 0.0021041036874730325, + 0.7831815954780725, + 9.859359199240597e-05, + 0.49265776033265607, + 0.00450438095730228, + 0.9724813488425863, + 0.5186197975555189, + 0.6281065720772624, + 0.003548590683122284, + 2.7530069036395293e-08, + 0.881332718757465, + 0.011791097484547305, + 0.008406969598600546, + 0.7319947135802461, + 0.0001038438034413288, + 0.00016340168763944013, + 0.25595289290688883, + 0.0008087983587404539, + 1.405076392143399e-09, + 0.00031732960034256454, + 0.7562737829109272, + 0.002808748255632101, + 1.3136635853742255e-08, + 9.525989395549494e-14, + 2.3445003523289097e-08, + 0.05098995295549765, + 0.0019120029175298727, + 0.9306270591227634, + 0.5085383762936732, + 0.05696806095162226, + 0.17079257119819624, + 0.09981823617761225, + 0.06061952468218382, + 6.535359284263873e-09, + 0.002962534000470129, + 0.0015479886086815933, + 0.8671058341944419, + 0.43973029228059657, + 0.01337119740086678, + 0.03484435553928051, + 1.1787206110077617e-13, + 1.165635658754752e-22, + 0.8188271109956073, + 0.2600525755406837, + 0.02776786109281255, + 0.7831951405887794, + 0.551475741006285, + 0.9992687125052563, + 0.014527374280869953, + 0.6213013758284306, + 0.9417000436644373, + 0.15033546800940112, + 2.50794996743473e-05, + 0.006183252455135936, + 1.2181258662784955e-07, + 0.07142961396762819, + 1.1491414425138012e-10, + 3.722449576654705e-07, + 0.042466524350466044, + 2.424646811863749e-07, + 8.046111112551918e-17, + 0.9768381093321068, + 5.855925305718777e-07, + 0.7257117248873188, + 7.12231399307369e-11, + 0.02451362575565575, + 1.0962287230156083e-15, + 5.487813315740428e-20, + 0.004484318660633801, + 0.030469022399701826, + 4.957588362145732e-06, + 2.6607168672409043e-06, + 0.00018050755747179008, + 6.027395979173603e-13, + 0.19739670073465304, + 6.311442073026485e-06, + 0.13317872435456507, + 3.0701965190276463e-10, + 2.5258808019023345e-05, + 3.7074662287454654e-10, + 0.9567442225427127, + 0.004280126988174181, + 0.00011229903010842304, + 0.06286956934519952, + 0.005746034242487105, + 0.7311872477489416, + 7.625940358325662e-08, + 0.0002257268363636343, + 0.8675621859128931, + 1.63494523899076e-14, + 0.4202550444931365, + 0.14881553552968352, + 0.00010192619614884326, + 0.0023891640272868764, + 0.026933156533199564, + 0.027320652761541556, + 0.003963531421046737, + 0.2693129550116747, + 0.20230921953542846, + 1.2694406344667597e-11, + 8.850509958582733e-09, + 0.04449468066468338, + 0.7392524214102486, + 0.0013031804925159494, + 0.0007555400701042405, + 4.852303030368209e-05, + 0.829942205896889, + 0.516648968145894, + 0.3161799088617272, + 0.9968419181650937, + 0.9881854771297682, + 0.00010931180756350852, + 0.5186108075328619, + 0.9571130154633306, + 1.0482407943877888e-09, + 0.026204588079277277, + 2.8140766632338153e-05, + 0.014868782865033358, + 0.06215634425302259, + 0.0027696501168629965, + 0.5841764868295253, + 0.3173459590659861, + 0.016117761991219573, + 6.970309241279555e-05, + 4.0448413054282e-09, + 0.9897545428877758, + 0.2807944321841612, + 0.0007292223814934515, + 7.506550665489024e-05, + 3.453510810638203e-17, + 0.001720583751687443, + 0.0524616344079029, + 0.07431812620451536, + 1.1689828141897635e-05, + 0.9963946604279811, + 0.48480891804256804, + 0.012827468658849619, + 3.205744391382297e-10, + 0.05015983659008453, + 0.7183601881594968, + 7.1388702232606806e-09, + 1.7092586809303096e-05, + 0.03268450888220296 + ], + "z": [ + 0.638689008563623, + 1.058121237066397, + 0.3725063445214631, + 0.687369594994837, + -0.8810681732344304, + -0.7121672205062004, + 5.050261904362624, + 2.4847077434076663, + 2.740720485107304, + 0.0460027472934525, + 1.6157692413562963, + 1.190127261381771, + 0.665416998947916, + 4.995451552529023, + -0.852095589511699, + 0.06117639746256898, + 0.23144592255896204, + 4.200586411782645, + -0.21566763754531357, + -0.8729447039663312, + 0.8814088763643835, + 2.579964821294442, + -0.916272409337615, + 1.355472412517532, + 1.1701987091971189, + 0.1398806426458804, + 0.1619662592547908, + 0.5540577750659502, + 4.0734625253075345, + 0.03003598500797018, + -2.1523229384806655, + 0.9780364703895934, + 2.440316057548684, + 7.420501993310255, + -0.33011989433161465, + 4.7462984883709955, + -0.6277065073152069, + -0.28803812828644954, + 1.4185319085479782, + 1.3450389978880444, + 1.2841969564968903, + 0.33802348131240073, + 1.848667692522921, + 6.9646064348242565, + 4.456396178444528, + 5.14470310940949, + -1.152555982942232, + 1.244717394721279, + 0.7857739444204697, + -0.9379255763501299, + 0.21662570120773936, + 2.146610385203229, + 3.5851495346936755, + 1.0693518365490668, + 0.5645108075912775, + 0.374316136658203, + 1.7671170943443826, + 0.4675697066569847, + -1.1818741069012393, + 0.4494741876308569, + 2.0921632707451687, + -0.6715617701314555, + -0.3610459184049964, + 0.4220818025996307, + 3.920664235570495, + 0.6075786730478188, + 9.392255893625993, + 2.320041087406906, + 0.19613668537600365, + -0.9039984549048486, + -0.6495529215149499, + 0.25953210639228624, + 1.1038773433164333, + 0.6331508250470403, + 3.000724688049248, + 1.145882708325124, + -1.0921462898738472, + 1.388957694880235, + 0.913771635579258, + -1.5400134569397577, + 1.7518349114221088, + 10.421413812156649, + 2.3313062396453783, + -0.7908508526004396, + -1.365783898812256, + -0.14891457628243168, + 1.3421097302674343, + 1.7963608229269636, + 3.7715863592289063, + 6.360031650505034, + 8.502595406723257, + 2.154195993159189, + -0.9647054137398412, + 1.6284685547723217, + -0.2842126364640116, + 1.5911804927880697, + 10.247517666468392, + 0.34033528485575004, + 8.511234277128437, + -0.340907875701983, + 10.309910483398092, + 0.12257588896893176, + 3.769415986436829, + -0.16563141030186443, + 3.182076663469454, + -2.128734093773671, + 0.7133931882404317, + 3.591546299820701, + -1.0796031947282072, + -1.686802763001559, + -0.04034024879652054, + 4.844743761322112, + -0.5412572122622091, + 2.05868182160631, + -0.5258579857935985, + 0.17775011649842967, + 0.41833246426019577, + 6.384139916001437, + 1.6006736085160984, + 5.567310004250481, + 1.4510142362820402, + 3.909134621332008, + -1.6826583159843231, + 7.697773390563986, + -0.10670457547352774, + -0.1244813060105977, + 0.5059709645455023, + -0.7282722024066131, + 2.16694356328226, + 1.1905486131900995, + 2.7436543775777142, + 1.1705017249313001, + 8.683972129710764, + -0.5639474873988312, + -0.8162172138738008, + 0.09292462735614715, + 0.8789954390516043, + 9.956632031786391, + -1.5768391503422479, + -0.7922764624412636, + 4.192017124760927, + 0.596065870290916, + 11.972366546623636, + 6.678813186069386, + 0.5092202577918996, + 1.623888474938014, + 2.271449771682391, + -0.37579000672525276, + 0.49142949112903356, + 9.759739664428645, + 0.19548173242578862, + 5.4113929896090465, + 1.8023079404845763, + 7.282479728579131, + 0.8104213388433181, + 0.22270430231429753, + 7.0905298753471415, + 11.925147321890204, + 0.17817849428107047, + -0.4030759890650308, + 1.9917649125028483, + 5.988767511823882, + -0.5501152575326811, + -0.1465994530410181, + 1.0320259421069724, + 1.414276988819384, + 0.7152213785841233, + -0.5320517427466316, + -0.6024249893812438, + 1.5369943041680059, + 7.353128398486176, + 0.41852633618621576, + -1.7746382142665433, + 1.6701882290245462, + 0.2720484062786966, + 1.4909894742353038, + 7.673601074937385, + 1.1014423150112405, + 0.7683164626155029, + 1.3869212433401854, + 0.5359651937875863, + 0.42531411197984725, + 2.281169011597267, + 6.3592993809439236, + 5.475150411917277, + -1.2646054404469076, + -0.8477122479592647, + 0.29271548214190707, + 0.14572313486926605, + 1.6392593086705203, + 0.14103329229224348, + 1.588626932929414, + 0.6955204007522842, + -1.0489547105891632, + 8.998255579409898, + 7.355030870975733, + -0.38144588515916766, + 0.4210855351680945, + -0.3861671340929476, + -0.3888335008292545, + -0.0976902709190703, + -0.5602443900627705, + -2.929448689967704, + 2.0529942724262407, + 1.324472075143464, + 1.4547079166262957, + 0.02641275892811698, + -1.1235578739259098, + 1.9619130119655337, + 3.628147176557805, + 0.7190907047600013, + 1.043548449254972, + 0.1752908190941541, + 2.9236455513711377, + -0.3872567549680631, + 0.13192798996498975, + -0.4545477041888977, + -0.21862021448776622, + 9.52972657764603, + -0.07620936372090985, + 0.06159436789495865, + -0.7176853974538395, + -0.7161363408692597, + 1.7736918060751377, + 1.0279185184937676, + -2.0510874553367944, + 9.474514597781454, + 3.4348714088217616, + -0.2602270107038688, + -2.6030492600181847, + 4.806484151830098, + 1.8593686234627436, + -1.0105982199173396, + -0.5026451026734877, + 1.6377365426463277, + 0.6649271623017413, + -0.4910937674717928, + 4.242714695462485, + -0.32656760601148416, + 5.722103229407302, + 0.4962010689194457, + -0.535316712567659, + 0.7970006428619382, + 2.1699523774216294, + 1.4588317518007, + 7.035233053832671, + 0.7233778446863361, + -0.1019718349036941, + 4.506578318301543, + -0.627313444697032, + 0.04522270947974964, + 0.3301789018517706, + -0.4801843663320866, + -1.3724655478412202, + 0.4894026484811471, + -0.061003971568241194, + 2.1702643390190106, + -0.5336003062469419, + 1.2337223498113028, + -0.8767156192302837, + 2.8614928294765885, + -1.746186985346181, + 0.435289723249269, + 0.4754391672062363, + -0.7947374085240315, + 0.42439394783294027, + 1.3306877587099928, + -2.096246922488537, + 0.5027448075686947, + -2.4932573434912624, + 0.8330334166941218, + 1.726174117687578, + -0.5817819744262285, + -1.1737920491210516, + -0.196013782759856, + 9.749424807639869, + 1.7097134008656463, + -1.0513099116393445, + 1.4974316831863086, + 10.738763261725326, + 9.895727959225573, + -1.2390374146576844, + 2.105479126776182, + 1.5994731758316167, + 7.157399088304029, + 0.2385216554822972, + -0.046178863837528686, + -0.15973083019656936, + 0.33085130529802215, + 1.5080536645999998, + 1.0827323269715203, + -1.0773760769847582, + 2.0872291286442186, + 0.3181131219501851, + 2.3927440963611937, + 1.4665408592838087, + 6.085632643197739, + -0.0248475776051348, + -0.5314429191675182, + -1.3963084968244626, + 3.2504454359804256, + 4.144741163805039, + -1.8400735018412089, + -0.025158927053971304, + 0.6405476895234627, + 0.8538428192083422, + -0.11312799924109469, + 1.9667116139564642, + 0.9702145079531078, + 3.8612346181918102, + 5.719759906488456, + 1.3270052773065435, + 0.9583858310147236, + 0.051687946091577015, + 0.2290746882057026, + 1.5604451984562095, + 0.2243397085208626, + 0.9554988056504526, + -0.24747505104138856, + 1.3119837385739466, + 7.511262358933548, + 1.9269965661123407, + -0.12628955182882606, + 0.30248892317396564, + -0.8319210367150808, + 0.3744874223042428, + -0.815375539004934, + -1.0662349318992248, + 4.339308923277033, + 1.3332289071705674, + 1.9203675021442612, + -1.0903624765329865, + 10.042064485175732, + 2.2938102150833677, + 2.157956981628535, + -0.9072684045696319, + 1.239584006729002, + -0.3961941833473773, + 3.019616149495813, + 0.6041208895930896, + 12.220792947883071, + -1.4710337598776742, + 1.2592750839914557, + 1.2873592185305864, + 0.6492317491940639, + 3.3431398120277014, + 0.33785344240117166, + -0.22735822275246034, + 7.511692668835208, + -0.7124771494255431, + 10.956556217128385, + 0.0014649416872168973, + 1.25713418399109, + -0.7908993609052513, + -0.4914417430797859, + 1.103338764338186, + -1.3495762106723985, + 3.150610407915346, + 0.15946448586719347, + 0.11137260184972926, + -0.10914589452903929, + 0.39581978109728944, + 8.478059343100643, + 10.186875803518697, + -0.6509524303764622, + 0.22198293522427343, + 1.2019661355114353, + 0.8946471876860789, + 8.208400487301846, + 1.4125074070254477, + -1.9626846157401767, + 7.083049567373717, + 1.909546138244231, + -0.9478718361510038, + 3.1214052551136637, + 0.8194809304013316, + 7.1275579360152665, + -0.6327550298850391, + 9.584636459329436, + 1.1283703237324447, + -0.2358050709522869, + 8.973961043211677, + 2.3986177093623535, + 0.28186780581094595, + -0.3391222138320637, + 0.37123564452597063, + 9.854731210123518, + 3.661862215391499, + -0.49540860433205, + 0.1288254421036632, + 4.939841050472576, + 0.21234426095463096, + 1.238858710413941, + -1.114045659695324, + 0.25866115252634786, + 0.21456107661093954, + 0.7828737349497695, + 7.068648578149147, + 6.8089816844731255, + 0.5582734923623255, + 0.4682767191115364, + -0.8253940022838372, + 6.608205359445543, + 3.0601184351262525, + 0.2242467985643878, + -0.779304857474902, + 0.16070926345535833, + 2.212817345292296, + -0.360039268729314, + -0.6616747718486885, + 1.8694020751834333, + 0.3127183236763014, + 2.670976977894523, + -1.2578680723565443, + 0.9846346217153934, + 1.7948404938319396, + -0.1421465170047046, + 0.33868731792169, + 4.398935440703917, + 10.242831411255665, + -1.142284867506731, + 2.446349772615266, + 0.37108849337530936, + 0.07288142756628765, + 0.728962591699991, + -0.13047109506343973, + 1.1919687413233198, + 7.918821512317132, + -1.1189398575662006, + 2.3884077366876175, + 0.2955600471944372, + 1.229214784595081, + 5.9555223296096225, + 1.127576585328713, + 12.455912424018123, + 0.2648230913151637, + 1.2754938258999797, + 8.42734842806129, + 0.5826772388534832, + 0.8400103183202283, + 3.5830477146323796, + 2.453460425113712, + 5.63696959172722, + 0.22486247822146627, + -0.5717093293505964, + 0.33261425874925665, + 0.9333173948786484, + 2.7956506916791963, + 2.2206752221031794, + 8.474438963024099, + -0.8924347419762898, + 0.5961553380524532, + 0.8575426289569806, + 10.300074851766276, + -0.21796395721304218, + 1.3986885268039093, + 0.8578344371764253, + 0.06476114623224044, + -1.4359095238632058, + -0.8465117601281753, + 0.28100978551597616, + -1.966231232278657, + 1.012637430634638, + -0.1581528796137824, + 3.2431484590277537, + 2.598231198664411, + -0.18142418442224675, + -0.05280824808688216, + 10.991620875736716, + 10.483993772123435, + -1.3468923069678516, + -1.7857828822612223, + 0.09115398404212183, + 2.72416787767677, + 0.49687359054383995, + 1.069965307953439, + 0.5162144167887504, + -2.3161438629448052, + 6.6405816103431405, + -0.3828298222076373, + -2.0184823013392346, + 8.618091533503264, + 0.7935348664153047, + -0.11970128822592078, + -0.45784838610948175, + -0.159361866365674, + -0.370582740995106, + -0.4688417832938113, + -0.6995279408988826, + 0.5354010185441194, + 0.3216842511690858, + 0.1682957552947621, + -0.8384911288903474, + 5.019922467527903, + -2.17706504637563, + 0.1848348097073055, + 1.579558885183351, + 0.07987619019088488, + -0.5859276733177553, + 0.32912840381032377, + 2.0227782575632185, + -0.4470004002845916, + -0.6153166878856519, + 7.840872274037183, + 0.10343821800145457, + 2.610415817772093, + 0.27736184223214233, + 0.5621488884926683, + 3.8341823039139986, + 0.649402199781277, + -0.8092813123304627, + 0.8247310143007357, + 0.22576277831880573, + 9.88829490252525, + -0.97536602727825, + 1.3035079327647159, + 7.513046770988573, + -0.5528496553379411, + 10.980993440607616, + -0.36472230752785745, + 0.8134632281652742, + 7.289320963774351, + -1.7710672708700455, + 10.432654414553728, + -1.8309505140054338, + -1.22809772225109, + -2.0755880090351706, + 0.9948357128281382, + 7.278353590620203, + 1.118348276905404, + 5.229074204633495, + -1.1722310234921356, + 1.32369616936851, + 1.8572829195659604, + 0.3169427568543003, + -0.7273233239822586, + 0.18120808649744988, + 5.573751320428319, + 3.6596209753932385, + 0.9689335239982292, + 1.6880336874180504, + -0.23383609639849182, + 9.929363431216009, + 5.975163109889572, + 3.6586559601085584, + 0.21233535580331608, + -0.9933586995689735, + 8.752836327884038, + 1.4992785675400182, + 0.1705826194277229, + -1.2172785555751862, + 0.15946250768319317, + -0.6822915774666631, + 2.6550552348439327, + 0.03471378100667691, + -1.9672006760904293, + 0.7005300395743315, + 0.8134758990390346, + 0.9724593447701049, + 0.4202829399177231, + 7.667842074449484, + 0.09889363153070779, + -1.2644983986003304, + -1.687860415816532, + -0.3828161730138356, + 0.1560342474063045, + 2.4055609244351768, + -1.1768694675416898, + -0.3998988142496151, + 0.26929546381823205, + -0.04459844122206214, + 0.22069733773253752, + -0.02830062636159425, + 1.6509809343312816, + -1.1761728833369673, + 0.48756049427133497, + 1.181944939708621, + 0.480908126792914, + -0.1641157295271757, + -0.5259258750137318, + 1.051303110096616, + -1.4229721004235019, + -0.7215409300084995, + -0.38917439430116363, + 1.2816625844359633, + 5.349633410718397, + -0.9107033820905395, + 3.5429721088117794, + 0.5958274799464511, + 2.548635224593461, + 0.9881972997555881, + 2.3490261892299436, + 1.6098448897024626, + 0.8282346064764806, + 4.472852275683423, + 9.0733485516918, + -0.13166403459685, + -1.2346057983642598, + -0.41676466239847854, + 1.6974914227319082, + 3.280037934645131, + 3.253383307380768, + -0.36523325746389185, + -0.048237106648372136, + 0.7174148088065859, + 1.3733265677925637, + -0.7227982501804521, + 8.761795682961763, + -0.45194937188828965, + -0.7866077646259368, + 9.932031419605297, + 6.83349851766949, + -0.37099611324655035, + -0.7261067818273146, + 0.6005530889851678, + 1.6536389953052335, + 0.24774579323170365, + 0.9983233658596621, + -0.5631515960605328, + 10.135943196289396, + -1.0973628660148955, + 8.138170751286225, + 0.8582962117108228, + 4.769857232561232, + 2.6546877962000988, + 1.5568110845208358, + 1.402288334975568, + -0.1962805856695743, + 0.4528868968537629, + 0.17554149568058022, + 1.7333127553523373, + 3.0979985908686754, + 0.06888437120779267, + 5.332483035995807, + 0.7506488465420889, + -0.15099973143456452, + 0.14356991283075557, + 0.8512005165197762, + 0.6928692294134446, + 6.548685351253987, + -0.7998478081390689, + -0.3650743651857531, + 2.0491272448770004, + 6.808942323235275, + 4.056672818820982, + 6.394406533102777, + 0.4311234960149306, + 0.37964098234721855, + -0.5561116783622987, + -0.13002185240418201, + 3.4280081167587815, + 5.542343177387482, + 1.614778791305366, + -0.31956889855252557, + 1.3254321090952061, + -1.406815009497514, + 0.5859276925983069, + -0.7367701359474399, + -1.4151137614164655, + 7.644614003716916, + 2.715246679784995, + -0.8449138810103208, + -1.49901595835652, + 0.6870522550578688, + -0.0832932024559792, + 0.6293194087584479, + 0.9495945713644907, + 2.0837201591241525, + 1.8557126022230357, + 0.2460453034205506, + 1.1426211913704862, + 8.164741684807066, + 2.7943777212938774, + -0.25447690591222094, + 4.994746626429732, + 0.5069048827374705, + 1.214718658100625, + 1.8880621879940598, + 0.6715422445618021, + 1.5288153067570582, + 0.8875057858431457, + 2.576547411646973, + 6.6051260362710105, + 0.39661377819194826, + 2.5266779549530662, + 8.181301316552606, + -0.32887489280469345, + -0.16716388637767365, + 0.3801774327073968, + 1.5226264499320903, + -0.596973593918223, + -2.3817509020424583, + 8.135069645353719, + 0.9134737320174067, + 0.6805661733062944, + 2.5259887266365664, + 6.723254311396064, + -1.2313522014582348, + 0.5152945458948406, + -0.8342504639383729, + 2.3119300021416307, + 0.6865092410742855, + -0.5806483025538931, + -0.6113852468807406, + 2.480092342375297, + -0.23950033134615664, + 1.1168916514806069, + 10.177156296907224, + 3.9306027879339664, + 9.68347967298959, + 9.84946173976183, + 0.8086474523613565, + -0.6082265061044504, + 0.36311562848073775, + 0.31112830337062464, + -1.8877354294837496, + 2.0152831208814423, + 9.174872604316734, + -0.39715147581285903, + -1.1007455620528839, + 0.347836144188179, + 0.08679519956543402, + 8.672728098090435, + 0.19158000680192838, + 0.5062413884933686, + 10.515515685238295, + 0.5681032057688722, + -1.0494539210932172, + 9.931093761740572, + 1.80838143607377, + 3.1520568335116597, + -1.123395120221084, + 0.24288201382295382, + -2.081990650378565, + 0.5531491563997923, + -0.5404069888809317, + 2.010337023433437, + 0.1997960251987464, + -1.6888624413034408, + 6.44950837156446, + -1.9754844235806668, + 2.469485245691851, + -2.0552215701172267, + 0.02897176104356671, + -2.0663039255812996, + -0.31390391728362893, + 1.643378417265818, + 9.878462595836977, + -0.7609069470480837, + -0.012191467040726642, + 0.018030333285012086, + 0.4737947982560719, + -1.3668582664563163, + 0.5925734109389649, + -2.7043167203070326, + 5.804840460830977, + 1.0442786149436583, + 0.6341805672961484, + 0.0814487590109915, + -1.365633052158176, + 6.703892483740516, + 3.007842682701567, + -0.0790641385241378, + -0.5789883059698983, + -0.48083378951197936, + 2.687273208294692, + 6.57911224620188, + -0.055044580636025096, + 2.1699365903060843, + 8.539804516255069, + -1.8508157773827487, + 0.7835967745961957, + -0.6554817839435048, + 6.989252866134345, + -0.740513953288171, + 2.8887334131475413, + 9.977662192203326, + 0.802128458618284, + 0.8630249670923474, + -1.3235528838175412, + -1.1041363562800581, + -2.839078658644384, + -0.6764389013020422, + 9.659450750538966, + 0.5169465157483756, + -0.21919625059468303, + 7.599040367978857, + 0.1186863878908927, + 0.20476059595186685, + 4.9218595825871025, + 6.216351959000654, + 6.049531232886094, + 1.5299552324548764, + 7.202017627712262, + 0.7007006559443028, + 6.331837175070083, + 5.775067276128644, + 0.6507455315541449, + 8.028359745873608, + 0.33748241275380025, + 0.4604165713017101, + 4.065782279301318, + -1.0196615136200171, + 0.2063617713254507, + 2.199670874185924, + 0.4816276320168806, + 1.0043293048263375, + -0.23668470987088297, + 10.120156405095466, + 0.27986439947668357, + -0.950910728733324, + 0.318521373741668, + -0.9916965999444367, + -0.620314718563698, + 0.18936589040597093, + 0.5753932694359069, + 0.3183847722388038, + 10.577762909179931, + 0.5720062783004729, + 0.1863758376499538, + -1.5361621254180078, + -0.14471023329186405, + -0.4453418317197748, + 0.11314439033272568, + -0.3599907847256948, + -2.0074568493849094, + -0.17615465606875563, + -0.21256308090068732, + 0.9257521774325084, + -0.6981890602777425, + 1.7078741955817411, + -1.9112092070278808, + 1.4851802617580399, + 2.7986835960333214, + 1.0419475147578992, + 0.0894932050565432, + 1.1395555360254692, + 8.700433008778653, + -0.9126137214182407, + 1.420504293050484, + -0.11302035005448445, + 0.322143399620396, + 1.2347519140448249, + 0.43004700825083586, + 0.5954916217995252, + -0.5898354010516528, + -0.1321545326751305, + 0.09066012991216368, + -1.5002218610708755, + 0.2933716647439111, + 1.3510823287092226, + 0.8862232118421722, + -0.062112269956144515, + 4.025549254552967, + -0.29209477485005936, + 6.526845969105231, + -0.20013022656540536, + 0.2528831290095784, + 8.97784609892279, + -0.7763855489259825, + 6.485366787823454, + -1.485417600170354, + 11.354455619538662, + 4.813522391603214, + 6.038366972947342, + -1.8545242643517201, + -0.45479444207700254, + 7.773520656547766, + -0.48973537052799954, + -0.05324126980287415, + 8.277738750275367, + 0.20864178943503905, + 0.30931067027750825, + 1.464009540223326, + -0.8726661060153256, + 1.7987250324020758, + -0.732027738759821, + 9.218946081166568, + -0.21497371632454548, + 0.0022880675098625866, + 1.0703651602308824, + 1.2718926563886916, + 0.39908696927588905, + -0.36912302434624017, + 9.25035014270542, + 5.42334129116885, + 1.460984296385978, + 1.712155570976114, + 1.6170686597992763, + 2.2445549790927792, + 0.3813096776183775, + 0.3412781960094796, + -1.5034309390032519, + 6.040328205115355, + 4.785678652036134, + 0.03888774272779556, + -0.16633911952193686, + 0.24353020418752336, + -0.06040372919690829, + 9.316051360589972, + 2.6866366236658146, + -0.4692446741420421, + 8.822117644847083, + 5.297626335116648, + 10.519223808724869, + -0.3321369633841009, + 5.563186872786869, + 9.501168666830068, + 1.5161833236376963, + 0.4800778303635765, + -0.2068132287583832, + -1.8363585656445311, + 0.2815222560878933, + 0.7938184682929571, + -0.2973723567935298, + 0.17828184099011243, + 0.986378930552749, + -0.711973227258922, + 8.225577875078168, + -0.16062526360018864, + 6.772943297624451, + -0.9662463190410226, + 0.06975780165786677, + 0.4915056472467946, + -0.009288561567815747, + 0.35182425929257577, + 2.1180979225124412, + -0.3428292856739426, + 0.278375241813342, + -0.5074082870244166, + -0.8463597198809455, + 1.3890593539287606, + -0.4786954571009583, + 1.691263041092776, + 2.349075789770954, + -0.7157908481956501, + -0.4166253019079963, + 9.50431921231588, + 0.4386001185914889, + 0.2646738022558692, + 1.9127914874001124, + -2.3689317281103373, + 4.924942607293744, + -0.49587740941611347, + 1.099557455907345, + 7.109973827523335, + -3.007632339693594, + 4.7737298511505735, + 1.7318125789995495, + -1.0891891448379414, + -0.9616479604480612, + -0.7004121543026788, + 0.3837418450893557, + -0.5866799619725396, + 3.1871934690922665, + -0.8315344675501062, + -0.8568518650008553, + -1.1260538724059506, + 0.1886061282743416, + 6.854476455612347, + 0.8108755848209261, + -1.8517813709590152, + 0.04597670663378882, + 8.857758482180596, + 7.023137118020895, + 2.680033117523797, + 10.292877786003453, + 8.077991978735318, + -2.3908630862373887, + 6.030882451110319, + 9.565569860985235, + 1.1785127002808309, + -1.1113570081769764, + 0.5201835471950759, + 2.0175056691941866, + 1.0412690508874918, + 0.30427800675967875, + 5.850320949119602, + 1.602578133533949, + 1.5167505556225438, + -0.6101606088809378, + 0.50448329683143, + 8.334511122306504, + 1.6284846573338316, + 1.44237962303717, + -0.346551633891294, + 1.453275476042545, + -0.061024821541643376, + -1.3172814288788284, + 1.6352488617768741, + -0.5897754194741888, + 10.662635417796853, + 4.873300047965762, + -1.414843541354374, + 0.16429476857631345, + 2.6978215080536443, + 7.676588340109427, + -0.05751768161676089, + 1.0755143278249908, + 0.5375135540251403 + ] + }, + { + "hovertemplate": "Data=Synthetic
x=%{x}
y=%{y}
z=%{z}", + "legendgroup": "Synthetic", + "marker": { + "color": "#01E0C9", + "size": 5, + "symbol": "diamond" + }, + "mode": "markers", + "name": "Synthetic", + "scene": "scene", + "showlegend": true, + "type": "scatter3d", + "x": [ + 0.999999999998523, + 0.7658095325071479, + 0.9998910427307289, + 0.9452740380448921, + 0.9999999630575351, + 0.6743644941915702, + 0.12361214058073089, + 0.4273999305248523, + 0.9810114870434178, + 0.9753727271503585, + 0.972231498576174, + 0.2000007680388184, + 0.9154803991202182, + 0.00026885385988609337, + 0.621598270424538, + 2.232432708563014e-05, + 1.2409608035370588e-14, + 0.9989875963954777, + 0.9999677418479058, + 0.0009293873401316401, + 0.9905708328803244, + 0.8293223701242944, + 0.9925889445768171, + 0.0001079722998130398, + 0.0674854366997122, + 0.9928115729428831, + 0.9977612605328422, + 6.963652699797698e-05, + 0.9999547210467343, + 0.0013822782057230393, + 0.9223319792195739, + 0.0031924365088688645, + 0.9985530748418069, + 0.0005040308557166343, + 0.9999998482706417, + 8.643297299241042e-06, + 0.9998618043446543, + 2.040437974500076e-10, + 0.0001473057851116334, + 0.9352652409433576, + 0.005020047287232917, + 0.003875558244353977, + 0.19970461266537393, + 0.22216500563834007, + 0.8008739339094592, + 0.9433684553684716, + 0.08626929505177933, + 0.0001674730313822178, + 0.9998996131305773, + 3.06237839468873e-07, + 0.9996886140433853, + 0.987270932554201, + 0.9921348148939625, + 0.094393572256202, + 0.9978289461064728, + 5.728280204564418e-15, + 1.83861716630041e-15, + 0.9994578207899135, + 0.9868611211887124, + 0.9986715429942647, + 0.9999999994059712, + 5.062217534826336e-14, + 4.285543104810976e-21, + 1.9350179431360357e-07, + 7.56389540909834e-09, + 5.2130486289903936e-11, + 0.008984404707130095, + 0.09130821040482826, + 0.9999999903664135, + 0.9501885628551717, + 0.8341886653187689, + 0.002204724490043071, + 0.0009468070989887625, + 0.9999999997026263, + 1.3495704337704846e-06, + 0.3449083060862503, + 0.9622021009334427, + 0.9999999999996968, + 0.9982100667749502, + 0.2518729559206226, + 1.3766092219931876e-23, + 0.9998278850840201, + 3.675587343605207e-09, + 0.9999916602255376, + 3.6762766827783986e-08, + 0.9583799211091133, + 1.7175988931955646e-06, + 3.9838357126321876e-11, + 0.9954105496180328, + 5.0030757991570175e-06, + 1.1964481701074212e-08, + 0.38304278262098373, + 7.489426369457797e-07, + 0.010517117664655441, + 1.0000000000000002, + 0.9999998371196712, + 0.002043935594989779, + 0.9998609022515186, + 1.5758159847049857e-10, + 0.016067314895378312, + 0.9081301542742765, + 0.00028355609382111686, + 0.99999999973872, + 1.6164347003971698e-09, + 0.7921043565727849, + 0.9999999999999997, + 1.0000000000000002, + 0.0001103647615117812, + 0.5524470586633824, + 0.9999999576234055, + 0.99983522935577, + 0.00043769195483318765, + 0.4194709316595032, + 0.7194174462961519, + 0.004236193633132374, + 1.339063037692627e-06, + 0.9994796374760738, + 0.9999860682657511, + 0.964468111242285, + 0.9999999999987584, + 0.999644576910322, + 0.0001382443923888283, + 0.9998637111224447, + 0.0025467569156663885, + 0.6759742582121872, + 0.9999999951750206, + 0.998008065209677, + 0.9999999718555906, + 0.9896544239485863, + 0.847323605061568, + 0.0029448829624915728, + 0.4274806437892988, + 0.05978327831733203, + 0.3300392249912511, + 0.791417486506292, + 0.9999994033791169, + 0.9617760618975066, + 0.8864951507167913, + 7.445534181064562e-07, + 0.06689655652163104, + 0.9999981632742777, + 2.982754589701068e-08, + 0.19521815443034718, + 0.029015111351009717, + 0.9999999764624006, + 0.0013455370033809077, + 1.1996016313761703e-12, + 0.9999901177699424, + 0.07546680736311095, + 5.311364768629509e-05, + 0.7498613420634684, + 0.8750048594151986, + 9.832756748526173e-07, + 1.2824741393170053e-05, + 0.9999999228894954, + 0.9779205213269686, + 0.00011804066426876495, + 0.47718835590544106, + 0.9978088718704686, + 0.0006478398955756176, + 6.431970493592154e-09, + 0.9999999999971225, + 0.010337416637128874, + 0.46048703244793265, + 0.9164959203330133, + 0.8312209474202218, + 0.0003173446127173348, + 0.9999937331688554, + 1.1185066753786718e-05, + 0.9936664750127098, + 0.12320671135947686, + 1.0000000000000002, + 0.8408299033070467, + 0.0005180306149010399, + 0.0002313698542786753, + 0.9999996926045023, + 0.999921431915381, + 5.4075746605147206e-05, + 0.026183648332221705, + 0.9999998971858524, + 0.9999860435726438, + 0.999999999999586, + 1.6528689080629455e-15, + 1.0000000000000002, + 6.163858061822145e-06, + 0.9999995778715493, + 0.0017771615275992223, + 0.9893621413665596, + 0.9999906100456907, + 0.8995120021341289, + 4.1667629061721934e-10, + 0.05835383580871668, + 0.003491964958010699, + 0.14161465141432106, + 1.3107919232206295e-14, + 0.7670103742997663, + 5.569045617912111e-20, + 0.9999999999993899, + 0.581754117765584, + 9.477984102897129e-08, + 0.05316987209073872, + 0.9990348502981484, + 0.9961781981627954, + 0.9998963418550184, + 0.9999904673356304, + 0.9810536157991816, + 0.004049554401827264, + 6.875663430887465e-09, + 2.0312889783830747e-05, + 2.7831300805624464e-08, + 0.002013572022960141, + 0.8199764285147193, + 1.8306158109605688e-23, + 0.9971951987150783, + 3.369134339437301e-11, + 0.9999999926326006, + 0.9997197339364114, + 0.9954121987203078, + 0.0003275884716642393, + 0.9929018312253883, + 0.9991997401127184, + 2.9254720809440972e-05, + 0.9999999999506702, + 4.3156239886209426e-05, + 0.10368514074901158, + 0.0009993809104879893, + 0.2719478210241982, + 0.999990300278602, + 0.015468927092563355, + 0.004307052446307788, + 0.9998221628077355, + 0.9622118982490931, + 4.771363493043994e-06, + 0.7941514706600646, + 0.03509349781476874, + 9.164112525193833e-11, + 0.9646628185967502, + 0.9398584152024785, + 0.7184711910844194, + 0.9999989150075832, + 0.0232757914549149, + 0.0037067535628361272, + 0.016672922997908856, + 0.9992405113736081, + 0.0074830177123542665, + 0.0031480130061724, + 0.0008387804606502764, + 0.9999999910097725, + 0.9996684249207022, + 0.9999998946543359, + 0.9566582313278705, + 0.00033943010844943465, + 0.27341997564247017, + 0.001189059162181953, + 0.9999998508410174, + 0.003632936959336848, + 0.07041595593458104, + 0.9999643433695933, + 4.140893761521865e-07, + 0.2004032466396623, + 4.1600463239375006e-09, + 0.00459356508404345, + 0.9995409114668783, + 0.02340923814835921, + 0.9999992283577321, + 1.0076204227350771e-18, + 0.030479909122373573, + 0.13424551642665875, + 0.9999999489363615, + 0.30356802866908744, + 0.9999999988242084, + 8.872951586383309e-06, + 0.08952404459192918, + 0.8180517861923348, + 0.523094845340555, + 0.6181569964070984, + 3.5304546649981682e-15, + 1.2478860086038088e-08, + 1.925749984196282e-06, + 0.9996226889919579, + 0.9999999999998787, + 1.201977126327986e-05, + 1.3687580312278459e-08, + 0.9999999980664757, + 0.015885292547792015, + 0.004286108006763003, + 0.9947632109194902, + 0.999415511462756, + 0.9892707491276512, + 1.3765984677086585e-23, + 0.9511077799032479, + 0.9999980717447885, + 0.9999999999972062, + 1.2279237285845377e-06, + 0.51591720863576, + 0.9985253835637508, + 0.0005868097859544611, + 2.9272770014822546e-10, + 0.548454399411412, + 0.9999999984914775, + 7.0076182132238525e-06, + 0.039238330008599165, + 1.3963964647257939e-08, + 0.9999999970133836, + 0.9999986946983689, + 0.9844316358634051, + 0.5425097163648894, + 0.9709971885258657, + 0.9092990393029494, + 0.9992389741922524, + 4.434489013470137e-09, + 0.988286803113175, + 0.9999980447448035, + 8.474710326894337e-05, + 3.571599550654657e-08, + 0.21042894606356863, + 1.1844828372024566e-08, + 0.9749587042279867, + 3.1012048324498544e-05, + 0.09119596332145005, + 6.964682706436297e-08, + 3.3569065264602205e-14, + 0.9451636331869737, + 1.3084243415946042e-07, + 0.9984364407151561, + 0.19359436409356875, + 0.8734722976742033, + 0.99999999999996, + 0.9999999999930358, + 0.9912489586095825, + 0.9960077692688688, + 0.9926444057262787, + 0.9958402870145068, + 0.9945225984958906, + 0.0012016283936897314, + 0.9999999999999081, + 0.9992464836460465, + 0.4721214388375944, + 0.0016390454490250379, + 0.8322645704011347, + 0.9999999366908299, + 0.0009121856279008201, + 0.1386445095662002, + 0.9789087806877377, + 0.009388553385114027, + 0.0004966502081957093, + 0.9998978408654589, + 0.0004456793495284304, + 0.9381743117069978, + 1.3766383016278256e-23, + 0.033403603098554724, + 0.9999999996642351, + 0.019074844249883656, + 0.9999999611447685, + 7.847690204687727e-05, + 4.492360173237246e-06, + 0.043442244848125755, + 0.00014329499152436804, + 2.3445468087589346e-12, + 1.016348215721132e-10, + 0.914936482103946, + 0.9999999999998089, + 1.5558683452592406e-07, + 0.9994938991886696, + 0.9999997489844703, + 0.12689516008722349, + 0.9839151097921052, + 0.9999999497641499, + 0.0029161954395361856, + 0.9999991450004406, + 0.8568488978731041, + 0.9999999276925197, + 0.9892283360579658, + 0.004403452570591632, + 0.9999994855052153, + 0.5778437241239742, + 0.9999999985322177, + 0.3844414142310495, + 0.6238301267404499, + 0.9285114223449871, + 0.08313229862289938, + 0.9999999787484919, + 0.9999996828939057, + 0.9853113894754857, + 0.9999925439488706, + 0.9996450210794601, + 0.9921916031471049, + 2.4130112528168586e-09, + 0.009750164137292473, + 0.8759804777236035, + 0.0011872225148417321, + 0.9857495033775474, + 0.0023241033331390286, + 0.9767947411942524, + 0.9995645155937478, + 0.6345167502812115, + 5.778415114420493e-07, + 0.12927779137781828, + 0.00017732612656639504, + 1.2767769034472154e-06, + 0.043715886139717844, + 0.9902086020062234, + 0.9999999443659662, + 5.2757758657687206e-05, + 0.9940402669516796, + 0.9502395618479946, + 0.9867327718061227, + 0.8394880774411195, + 0.9999999999999969, + 0.9516828007435351, + 0.9800509753400858, + 0.9027258791104628, + 0.999560550174335, + 0.009172066178727161, + 0.9843381376433122, + 5.806204444187299e-20, + 0.031723911812058865, + 8.24352010431292e-09, + 5.63145499987157e-06, + 2.074453331007076e-05, + 0.0005111865000541005, + 0.1307136636365641, + 0.2688426756858511, + 0.0006575039197977799, + 0.8404259656789151, + 0.9999999234041347, + 0.0347713074161275, + 0.05629999872822934, + 0.9997372517682052, + 0.9999930402878161, + 5.815934154671604e-07, + 0.7280666794936101, + 1.824058475346958e-05, + 0.9997280143545492, + 3.5982982206475776e-09, + 0.9959472965967401, + 0.0028991379958846824, + 0.9998496209604845, + 0.9999996783964347, + 0.9999428104927701, + 0.835571835766312, + 0.9370171287955246, + 0.014864005413562253, + 0.9999999297604738, + 0.9999999999995448, + 0.9872871345734309, + 0.9999562357580792, + 0.5503371686559161, + 0.9868903562224725, + 0.48043466075560637, + 4.102826607130445e-10, + 3.6645922222413876e-08, + 0.9999401380784342, + 0.9999981181341914, + 0.023316059555009167, + 0.38496780357193666, + 0.002898479172409332, + 0.9999964653282131, + 3.13128371685835e-11, + 0.9770231899592978, + 0.7920209915705421, + 0.02017824466167104, + 0.9999999999897877, + 0.9821845555618736, + 0.9999999999882453, + 1.0449342148055686e-05, + 0.8658637216914082, + 0.0008481620872607279, + 0.940874759664817, + 0.000603060101552674, + 5.342906331563121e-06, + 0.009095356530960984, + 0.7201045804845622, + 0.9999999997922787, + 1.5355462946034344e-09, + 0.9987621455250159, + 0.9645841948509581, + 0.8234390313984356, + 0.9382527673232565, + 0.6986305071998942, + 0.0005011575301612832, + 0.999590844303669, + 0.9842514992805905, + 4.958488177884987e-11, + 2.0482496795965427e-05, + 0.14398378119269312, + 4.633408731100738e-07, + 0.0530268831630354, + 0.9014776589264808, + 0.40398070085632715, + 0.487998931591798, + 0.02169365641630961, + 0.999999989988566, + 0.9999999398565629, + 0.9999999993005058, + 0.7972148267120368, + 0.3406866470239067, + 3.383640551953834e-06, + 9.96531990717282e-12, + 1.0047494672020953e-08, + 1.8473407065825237e-08, + 0.00655144423066404, + 0.8518722145929023, + 1.4159603703900177e-08, + 0.060276993418594896, + 0.476065698579496, + 1.3735482180614088e-15, + 0.19546332931073834, + 0.9999955843951714, + 0.3465020292616518, + 5.930171661705121e-11, + 0.00013386535456786874, + 0.9999999999999998, + 3.011962907609994e-09, + 0.7469016367289326, + 1.4593253013000813e-07, + 0.0034634152370261752, + 0.9948555696530756, + 0.0001230105309622766, + 0.9433397273709011, + 0.09661032168189292, + 1.3765985242474412e-23, + 0.0240149199578583, + 0.9999818505476128, + 6.553122759641273e-09, + 0.9921997971748147, + 0.9999784160021257, + 0.3518149810296727, + 0.8708769327810733, + 0.797925156292456, + 2.325322142993777e-06, + 0.24823017059304026, + 6.775476080824867e-21, + 0.0001072746799065813, + 2.0322398577584056e-07, + 0.9999984719862481, + 0.02128812231453747, + 0.9999895913299013, + 2.2623320231045944e-09, + 0.1830711380534513, + 2.402650090039798e-10, + 0.0037682479374612668, + 0.9999999998542116, + 1.3765984714423698e-23, + 0.9961332396271028, + 2.895704660824882e-10, + 1.1983641806553601e-08, + 3.401935200082377e-05, + 1.90801893596378e-09, + 0.13177702039385594, + 0.9998090762006264, + 0.9989817887044298, + 0.004859439457573207, + 0.9980708125507802, + 0.964923849214447, + 0.9794969330159481, + 0.9837035493397361, + 0.9994127809821169, + 0.5142552165248756, + 0.030124829059708712, + 0.003244641656449038, + 1.1271970551154838e-07, + 1.927120786519156e-09, + 0.9998413928010887, + 1.0000000000000002, + 0.9332095186550331, + 0.9991208083453222, + 0.7164524279760512, + 0.9542137349938985, + 0.9999999950712966, + 0.9965212310132964, + 0.9441939634043204, + 0.9369999330993213, + 0.9999936344372022, + 1.6080541280964635e-09, + 2.2624853853941045e-09, + 0.9999999777496861, + 0.6408735565366457, + 0.9974517190984745, + 0.9982251110941655, + 0.9804683957173996, + 0.9999997367491266, + 0.008807419233385013, + 0.02271765219528899, + 3.3709334027143205e-17, + 0.9999999998926539, + 0.0008838894765049806, + 0.9998555550321743, + 0.9683464708700521, + 0.14857578403358468, + 4.764911733779788e-08, + 7.1887662601657145e-09, + 0.7355678521428869, + 0.9646952597164624, + 6.031733295660138e-06, + 0.11205005430691474, + 1.5463345851228966e-10, + 1.745297480672475e-08, + 0.8665601705624388, + 0.9979981307542543, + 0.9996476563997697, + 2.1516605854031314e-10, + 0.02517719897136653, + 0.012060761971201022, + 0.03202137950211547, + 0.9999554938333299, + 0.0047354489675137095, + 0.008272547365336851, + 0.04605244458782179, + 0.001467110698511428, + 0.9999999977274849, + 0.0004741779380840932, + 0.9989943091919798, + 0.9999490520125739, + 7.957749316387546e-05, + 0.9996047675348865, + 1.871166158584451e-06, + 0.7969171548842829, + 0.7826308154068923, + 0.00018297511902219744, + 1.1333993226995524e-05, + 1.0625946675043239e-06, + 0.7309362890646508, + 0.00014488595788082198, + 0.999997771281508, + 0.8667127364612245, + 0.9999955014006726, + 0.9998971651721912, + 0.0011228833423244816, + 0.9952106483004428, + 0.5169025475616159, + 0.9889250052885403, + 0.9999993263518936, + 2.2089524887227434e-07, + 0.9999999999997372, + 0.13648878782321386, + 3.001912867745978e-06, + 0.004469037767183495, + 0.9942954554281975, + 4.73478636572644e-05, + 4.947284577102768e-07, + 0.0014548454623108202, + 0.0024940017231836293, + 0.0003700975154306217, + 0.0009090929933053461, + 1.6535278042470804e-07, + 0.9771167530492849, + 0.9898723057213682, + 0.4713149799952367, + 0.8898655261876542, + 8.574004797884806e-13, + 0.9265360465771344, + 0.9998991667774878, + 0.22346055660238842, + 0.0003004046450599118, + 0.9979714599661268, + 1.0000000000000002, + 0.99450046649728, + 0.9986912300228001, + 0.0002107468988386738, + 0.999998791929387, + 3.868097789979237e-17, + 0.9990146207004101, + 0.9999642055474659, + 2.1296559782647174e-11, + 0.9710515099877705, + 0.9974702394332621, + 2.2123371472616444e-06, + 0.1847844751960824, + 0.005946444718341597, + 0.9999999999999992, + 3.8017978334269306e-13, + 0.9999050914417011, + 0.9999999981460859, + 0.996725615440716, + 0.9632755393838646, + 0.7540450053458851, + 5.859984302345897e-21, + 0.033157448690745404, + 0.9999906645898851, + 0.9576028130838726, + 0.3764857428497, + 0.9999999999655353, + 5.01232535483504e-15, + 0.9871789894427371, + 1.375626584824074e-06, + 4.44743831866191e-18, + 0.09564613166433612, + 0.2745002586130833, + 0.2971131760500152, + 8.266878741835398e-06, + 1, + 0.9955117996605914, + 7.270473481695453e-06, + 0.9905018346257611, + 0.011620344821814062, + 0.6139838306098938, + 0.9999998309364919, + 9.212053138507035e-09, + 2.571018854866086e-09, + 1.0000000000000002, + 0.988852614770493, + 0.0016563896635761568, + 0.0055893970704832645, + 0.9999999975159071, + 0.9669717139357773, + 1.9604057609872128e-05, + 0.9524335287851474, + 0.9999999999990477, + 0.04486045213280068, + 0.9979728241323463, + 0.005368639670722928, + 0.31957476943619706, + 0.9126304740425611, + 2.1631872883805796e-10, + 7.53948688032676e-19, + 0.9998819109889935, + 0.3861297290342774, + 0.007880757550864263, + 3.2452914819445065e-06, + 0.9999330811193721, + 0.9766904664118194, + 0.8019932878952647, + 0.002600558889259168, + 2.6058096979325924e-16, + 4.207660966957596e-05, + 0.9999998187805149, + 0.9998668130351286, + 0.013309524202523262, + 0.9511680145956734, + 0.9999999983767945, + 0.9999999995788743, + 0.4905385054053704, + 0.002469765477393094, + 0.0018663344328001884, + 1.0015635281858047e-05, + 0.9999999858708987, + 0.9994473293599376, + 0.9998979776785959, + 0.9999839758208655, + 0.9795110105222598, + 3.843826219746205e-07, + 0.02831199596382903, + 0.9416814316689224, + 0.027930528616350727, + 1.1237869430688186e-08, + 0.44392318463380903, + 0.00018170992753447835, + 0.9994566303063099, + 3.50801168705168e-20, + 0.9999999201260117, + 0.026498665597412086, + 0.740443700771085, + 0.9999999998988961, + 0.000607807009270013, + 0.9935670215487534, + 0.0014084329202671121, + 7.559721624247402e-09, + 0.9999999999269514, + 0.1288379080531814, + 0.025390823532344467, + 1.9906311386875922e-08, + 0.3565430866285563, + 0.09060719886169606, + 0.9781675566443758, + 0.999999999586388, + 0.7719865446958178, + 0.5725222764800003, + 0.9999977804295522, + 0.9984262426602833, + 0.999993446019686, + 9.118418495599211e-11, + 0.8836619495705882, + 0.2670430852077445, + 0.031741316731550784, + 0.846758019132345, + 0.9567560219837477, + 5.199246254637101e-06, + 0.5070025165070352, + 0.9995114512630555, + 0.9999999999794341, + 8.522852630416548e-08, + 4.573187107015544e-05, + 0.0028312084913758757, + 6.145531966889555e-07, + 4.567501442850296e-14, + 0.9999999986635879, + 0.11814682039763305, + 0.9999592759968716, + 6.092908077026983e-06, + 0.9999996015767084, + 0.0320954650461127, + 0.9999999215594075, + 0.9999987568497976, + 0.9995548072327787, + 0.99947084608622, + 5.239888831859695e-09, + 3.2522058539808536e-20, + 0.29615218024081347, + 0.08356552727798446, + 6.538546055404866e-13, + 0.004426183917652358, + 0.0651419872393754, + 0.9978566012854754, + 0.0502314457954664, + 0.9998009287467197, + 0.9829948884150185, + 0.9999999105703283, + 1.6009123381039321e-09, + 0.9872961542356098, + 0.029623724841435432, + 0.0037464878622401098, + 0.9999966500068849, + 1.5186086306060331e-09, + 0.9112950531814312, + 0.936750250562634, + 1.8359351069209858e-11, + 0.9425839760000865, + 0.8082869676412421, + 0.9999926832651015, + 0.9995275662102291, + 0.10130215393546049, + 2.0600269904494366e-09, + 0.9989347114170328, + 0.9998174976910933, + 0.718046476973425, + 0.9893806107272368, + 0.5195939183223599, + 0.7173382548215399, + 0.10842569412300047, + 0.005181228823602781, + 0.00030237156589045706, + 0.9997284720751349, + 0.6784285074459739, + 0.999669850551759, + 0.9930683769195533, + 0.9998537345488954, + 0.9993703697404768, + 0.18900112433455393, + 0.9999998914615212, + 0.0007665288450552049, + 3.8669575246136413e-16, + 0.8144958577704964, + 0.1531582267704284, + 4.2641637870303764e-05, + 0.9999972642597479, + 0.6862059569074751, + 8.73600259724252e-15, + 1.3908562457481916e-05, + 0.9999992465981047, + 2.5570387480042925e-09, + 0.08465561735789866, + 0.9999984874772628, + 0.10247212706742506, + 0.13856099260325014, + 1.1416761791920763e-06, + 0.9999754701900735, + 0.2743783713189585, + 0.999783238759216, + 0.961064936776023, + 0.9999997303201644, + 2.1488288251888354e-08, + 0.9999997944235866, + 0.9973269831567176, + 0.030672507020558137, + 0.9999999963321118, + 0.999997930589856, + 0.7941418046238163, + 3.573156935141223e-09, + 0.4688505879749497, + 5.82925888752934e-05, + 0.5682046042255217, + 0.08748826527833393, + 0.9987902855869537, + 0.004212344740959876, + 6.762512947609126e-08, + 0.07632088020566154, + 1.0926824001344454e-05, + 1.0208139432023413e-05, + 1.31524618339649e-14, + 2.9266908508558602e-08, + 0.9999999951716803, + 1.4658966400391443e-14, + 0.9999996325496223, + 0.29724087763104895, + 6.76169902276909e-05, + 0.0019887162747717715, + 0.31561242105924614, + 0.9999975529773252, + 0.0001341944829114304, + 0.09434757580952996, + 1.660206930815645e-07, + 5.758715912656881e-06, + 0.16863334138644873, + 0.999999666388486, + 0.9729805407863581, + 0.8167721062031668, + 0.024527502686123647, + 0.60145395983573, + 0.997047112601802, + 0.9999999978657154, + 0.9999999998559578, + 8.03498834046087e-06, + 0.9825577185663164, + 0.00035223050932960034, + 1.8523013408327602e-09, + 0.00031092982052279087, + 2.1337992553446614e-05, + 0.005715038882575899, + 1.810422361991296e-08, + 0.6113801634574042, + 0.32393015897717026, + 0.08528667547552052, + 0.9999997022510065, + 0.0023446767979910573, + 0.9976950868554506, + 0.0013536830746069457, + 4.423883704737389e-09, + 0.9999999557927411, + 0.0034537643093363753, + 0.9999885144414371, + 0.0008031015553785321, + 0.020938483364024825, + 0.9999968894277292, + 0.010337334123364607, + 0.8556093878270241, + 0.5342414913971277, + 0.2523479503258729, + 0.9113608262831441, + 2.967250233355404e-07, + 0.6035757380943664, + 0.6769154467026325, + 0.6571672622507553, + 0.12988556222619188, + 0.999924416106859, + 0.4141603326843987, + 1.1808024872766673e-17, + 0.000156175640304839, + 0.9999954118347211, + 0.9511343537594792, + 0.03543376183992127, + 0.9999999977452813, + 0.016768867510972233, + 0.7910971955685124, + 0.156465277204522, + 0.999999999991312, + 0.0013465605551896628, + 0.7885211135064687, + 0.9513033606759602, + 0.9927444686159026, + 0.6576641416536276, + 0.7995366106764098, + 0.9970812237878306, + 0.9999999999999369, + 0.9992508428539405, + 0.00019925017316262664, + 0.993061175864021, + 0.9999999999988827, + 1.7638346408270536e-08, + 0.999999999999999, + 0.9999428601011779, + 0.9999999997779443, + 0.9999998429519266, + 0.9999992853568459, + 0.6060201481369131, + 0.9997025887297833, + 0.003867651921482067, + 0.9999999998936416, + 0.003760863521044431, + 0.00014041493273479996, + 0.009489736857673686, + 3.4711343503449866e-07, + 0.9999999673705092, + 0.9999989458205518, + 0.9587099289985069, + 0.9997930500353113, + 0.49365947142930167, + 0.9998573828416626, + 0.9999999754689463, + 3.4151833639206127e-07, + 0.9999999945240767, + 3.343057796366579e-05, + 0.0010194183984653076, + 5.579799011782026e-05, + 0.9998893974240034, + 0.9999283445477561, + 0.0033472155534288533, + 0.7110576269274625, + 0.016620706886709843, + 7.3784304802618e-05, + 0.9833202499934948, + 0.9557419842591381, + 0.655027854618571, + 1.538403803029068e-09, + 5.6433870262459157e-14, + 0.0014667624096039965, + 4.67776496576326e-15, + 0.945534659130004, + 5.203474449485344e-16, + 0.9999999999981609 + ], + "y": [ + 4.792573262408078e-10, + 5.436783771932242e-10, + 0.006112327895818815, + 0.7010130612936762, + 0.0003164408740100861, + 0.24532413916608678, + 0.09307134007683321, + 0.8683833157834717, + 2.674686090251351e-06, + 0.8884771941324328, + 0.0800707770688608, + 7.834760208210079e-07, + 6.262279390974823e-10, + 0.035577538240289815, + 0.00012770507911407237, + 5.3411260968949834e-05, + 0.004313326699326228, + 6.418551243742507e-08, + 0.004367624819133156, + 0.003821797762315288, + 0.006410821271867017, + 0.951155545463226, + 0.4776267010674631, + 6.7395821559620655e-06, + 0.00010676876985803239, + 0.2066486922222731, + 0.0019450693230692517, + 0.011490223605232384, + 1.2063917194786436e-12, + 8.894067770623816e-05, + 7.097430961858602e-11, + 0.9580067503444855, + 0.0021475041216330293, + 0.00017169393708616707, + 0.0001399753939645393, + 0.7756223408803002, + 0.026483215273705448, + 0.07143263440285143, + 3.017527032097705e-19, + 7.12157700751723e-07, + 0.0001311005871702544, + 0.9819095480127088, + 0.21276897259240996, + 2.5083657236565222e-19, + 0.0001469169833789249, + 0.6739218567510058, + 0.7014456487244567, + 0.518071268449704, + 0.0956491456803256, + 0.4010081633707721, + 0.00012518075913273748, + 0.23801111934597613, + 0.0016303396467278132, + 0.0002169694874210817, + 2.1984869304046344e-05, + 0.039863811562606585, + 0.00025052649007309397, + 0.023371658112949233, + 0.0028381244470994725, + 0.999970479510522, + 0.6389443232454444, + 0.1175471063236933, + 0.4426639878408597, + 2.169232013369039e-07, + 0.026646356776102113, + 0.010435619418042724, + 0.019871038270945853, + 0.010777002142722416, + 0.5758340058143544, + 3.573909055065797e-06, + 0.3638887090238992, + 4.223395371970564e-06, + 1.5864896844366176e-05, + 0.7417207267950601, + 0.00044061151375864233, + 0.019246329482190908, + 0.998650061014059, + 0.07566240621159388, + 0.9825700435288708, + 0.007022708040547055, + 2.5623123766544674e-17, + 0.11777015008051117, + 4.6521600290377265e-05, + 0.06622047047316948, + 2.132339068796073e-07, + 5.677749586281837e-19, + 0.007533143115378782, + 0.007115681918043748, + 0.00014222826109089217, + 0.10234665436957079, + 0.0004247959514387632, + 0.1194868586508859, + 0.3187985264393728, + 0.01272954806960155, + 0.6399988361122441, + 0.12450654079638872, + 0.9607769994395099, + 4.308179408104977e-06, + 0.7125464144231635, + 0.05331605754375745, + 0.1826982120498932, + 0.11991134344594179, + 0.000253957850733239, + 5.625759340170211e-05, + 0.9818059829588368, + 0.00715886595005093, + 0.08670689538145009, + 3.6047175958839046e-10, + 3.0038599130418014e-06, + 5.10299842400977e-14, + 0.9364471526836324, + 6.448431007153722e-13, + 9.76064415857643e-09, + 0.0001680436417091635, + 9.734016714121535e-05, + 0.3869758961535982, + 0.33386255151426997, + 1.053817987799584e-08, + 1.642976514940404e-07, + 0.00017627169404316084, + 0.7979909474078545, + 1.3368644539794222e-07, + 0.015966986378855057, + 0.0010112250216001812, + 1.0762889025406848e-05, + 0.12720651752147932, + 0.07783288681168188, + 0.03334382557765757, + 1.1344048573841747e-13, + 7.102356167238445e-05, + 0.06602010149434992, + 5.6675012508991776e-05, + 0.24612508218021562, + 0.005738078271815207, + 0.12575491005134667, + 1.4588475186642586e-10, + 7.273329269786834e-09, + 0.023468645741173882, + 0.01475502486284634, + 0.39358504094429936, + 1.1573299578308992e-07, + 0.264497944369169, + 1.4241616700899565e-05, + 0.0008758918592854087, + 5.790553433076902e-05, + 0.018364520596633366, + 0.0006995025883665207, + 1.310064098265636e-05, + 0.010309184425942738, + 1.2834189160104322e-07, + 1.8692850513644358e-10, + 9.701104167358518e-06, + 9.958650702746059e-05, + 0.037742258576584704, + 0.09931296743511352, + 0.0009764568572979242, + 0.24487889377438488, + 0.015838005788604354, + 3.4720166245334056e-08, + 0.06502998190485511, + 1.1663726816416663e-10, + 3.1045272051927795e-09, + 0.999901904218809, + 0.8955398850395041, + 0.4960235729741391, + 0.049507189194052205, + 0.00020249932266776474, + 0.1551127608235585, + 0.00918511377498772, + 0.9152827676407612, + 0.9557245245273285, + 0.08555060137230468, + 0.7937055963199391, + 0.002054378625119399, + 2.7103341635098733e-08, + 0.11984206641303331, + 0.0011554442788896037, + 0.00013684248526837396, + 2.692358293455389e-10, + 0.43652341080854024, + 7.398830662928329e-06, + 0.00076576783463443, + 0.00012095804841175417, + 0.038542171816963164, + 0.1696587438025347, + 6.433582094697316e-05, + 0.0014530201940424565, + 5.7791969613834775e-05, + 0.010540797201047917, + 0.014459985557082385, + 0.008790149418343567, + 0.00014005634879295402, + 1.78992060716559e-08, + 7.613454092531019e-05, + 0.08456283695757119, + 0.1978227926890414, + 0.019447840561570846, + 0.599659343569267, + 9.241872912446992e-05, + 6.10448928924542e-14, + 0.8450481865075643, + 2.033195451768376e-07, + 0.061821788769067056, + 0.3229445639569117, + 1.569519678871455e-23, + 1.341339232370265e-12, + 4.3877186713971094e-07, + 1.7507795431562285e-18, + 0.10946569346736247, + 2.6230880074108956e-12, + 0.02346592904489048, + 0.00777467985098881, + 1.2875926431565942e-05, + 2.078278261135578e-06, + 0.0067541530554336374, + 0.6274119816389604, + 7.043426361717495e-15, + 9.505962151311297e-05, + 0.0003233583063850044, + 0.04106452768982337, + 0.044182775840228616, + 0.033666795558081664, + 0.01357354053968098, + 2.409751688330487e-06, + 0.10640510478757197, + 0.1045065047578314, + 0.17503093298259015, + 0.9987785261155542, + 0.013799481680129063, + 0.12677545966862963, + 0.16697230916586497, + 2.7941295236779125e-16, + 2.3073448141183386e-17, + 0.4951442897546178, + 8.877944967226223e-06, + 0.9636940601982578, + 2.275611238252823e-20, + 0.18618476084093083, + 0.01813068572370769, + 0.9985992678810901, + 9.065506475414034e-07, + 2.4684030537273218e-09, + 0.008724776611110695, + 0.07454957017417069, + 6.073343391299614e-13, + 3.253623281483288e-05, + 1.218090355059664e-09, + 0.09209432701929705, + 2.9213131334555144e-07, + 1.0822828936305689e-09, + 0.8889538060101817, + 0.00037264969213804763, + 0.9420463572695303, + 0.0015287592158981103, + 0.6805051413003929, + 0.00021476338837064234, + 0.0534749875113219, + 0.7228703326165338, + 0.0002429521038938386, + 0.4442473860336672, + 0.08010409758489268, + 1.0948845734889713e-07, + 0.10205174588824312, + 7.988914047538083e-05, + 3.415558126957843e-09, + 0.17085711271860063, + 0.022885634329340442, + 0.0008907727829333353, + 6.667883244229252e-06, + 0.00029119021522409157, + 0.09116965056374995, + 0.08303260184602457, + 0.1308706977671369, + 0.009865764616929975, + 0.0017863824623150385, + 6.11915492515589e-11, + 0.04351211602874189, + 0.004603117179302803, + 0.0004537084246462003, + 0.2619171482823671, + 0.056583718425924544, + 1.7125050637429565e-12, + 5.211714391313282e-05, + 0.0006446978068789562, + 0.01670378824896284, + 4.624855093113209e-08, + 0.04339479212338655, + 0.11621001694872574, + 0.9047290672143704, + 2.2973669668144675e-10, + 3.6757661093941046e-07, + 5.836697761077618e-07, + 0.7572026307299462, + 4.782812631763744e-05, + 0.9216717971402708, + 0.11759189742436138, + 0.3888510710863976, + 0.2909420860471252, + 5.961512727353654e-08, + 1.972568685923924e-14, + 0.8686146236167618, + 0.010246009564770947, + 0.024435623469432736, + 0.010206901502768276, + 0.0022091702385465014, + 0.0019797098966582586, + 0.0005639894439615448, + 0.17431544999014054, + 0.1820545038501017, + 0.15656026236133988, + 0.31020993060099616, + 1.9396489707911437e-10, + 0.03780825118395479, + 4.3750458466573905e-10, + 0.005707843932700204, + 0.30284829200282737, + 0.00041312102794723027, + 3.1541710418317077e-09, + 7.419787081494922e-07, + 0.004088438578690457, + 0.0001485744380610717, + 0.33120603461891296, + 0.000983155313467328, + 1.2764682464481303e-05, + 1.555153332525058e-15, + 0.9484173172327754, + 0.0525518555970729, + 0.013485648337386079, + 1.0568885667122559e-10, + 0.9548252175059347, + 0.00034870126693850356, + 0.000110958122487393, + 3.1782654901503065e-05, + 0.033211566086927775, + 0.0011435729181682442, + 0.8431330347698849, + 7.962684913704667e-08, + 0.0006603792122578069, + 0.947869019181798, + 0.9530360104828507, + 0.32892080048712863, + 0.735539273436301, + 3.0512874716591604e-05, + 0.0729045707433799, + 0.00041149907234034645, + 0.9029707140575782, + 7.541047814380811e-06, + 0.7392707728836173, + 3.3392026659870953e-18, + 1.3375895359804787e-07, + 0.0002140014280885164, + 0.0013562484913466934, + 0.007583639795504301, + 8.220935422708509e-11, + 0.08535594493887295, + 0.015174565042088181, + 0.3036948970882769, + 0.38522686933438005, + 1.0060990736861184e-06, + 0.0634297734453888, + 0.020361313167470717, + 7.703170398162256e-12, + 0.8295932933119804, + 0.005657283919295981, + 0.9975847221546098, + 1.7195728673827561e-06, + 2.227235264322039e-05, + 0.023412578802508393, + 0.0007212538122289704, + 7.754339510299672e-05, + 0.0007538640602508306, + 5.050091521930788e-11, + 0.11919070450898604, + 0.017381149971337266, + 8.248011614020418e-10, + 7.599381564117784e-08, + 0.37135930377577303, + 6.8557239381381975e-18, + 0.021449766359291758, + 0.4377676646842765, + 4.180366393014779e-07, + 5.821280610133981e-10, + 0.0778655759806103, + 0.0070117921374187, + 0.2819564661910713, + 0.2890691612319858, + 5.5086379852929275e-08, + 0.0023810901694754413, + 4.055122268078163e-05, + 0.13974668684104805, + 0.24497988218525021, + 2.455998736414119e-06, + 0.0001429923296784102, + 2.104218791889325e-05, + 0.6740741671687468, + 5.7417955267251854e-11, + 8.858600624775562e-12, + 0.02828155466476634, + 0.9367461544821112, + 1.0420331868871222e-06, + 0.418203548420083, + 0.027842134870296725, + 9.112052626799565e-08, + 2.0432188642070047e-05, + 0.6059932339563021, + 0.4583769834604487, + 1.2259785090152599e-10, + 3.908602200240083e-06, + 5.1705688417199315e-06, + 2.6492627466028663e-06, + 0.6975919209406245, + 9.273287367209869e-14, + 0.3030574055334275, + 9.848426631988052e-08, + 0.0036306887498930283, + 0.7251885404044504, + 0.07192201335132571, + 0.45477677431465346, + 0.00036151707102168403, + 0.9479096737699051, + 2.107701618898922e-06, + 0.001092030466132898, + 0.9999139031852123, + 0.9040264474267236, + 8.468506762841206e-07, + 0.3018720815940905, + 0.007528265188001301, + 0.24821079334128462, + 0.00038963922202564326, + 0.045893129392429094, + 7.579501770245694e-07, + 0.9520391114278118, + 0.1103735302340009, + 6.64139116823095e-06, + 1.8741558655350842e-07, + 0.0026728044623545535, + 4.094765391449249e-22, + 0.23785686090798205, + 0.31772182417019756, + 6.067806573428014e-07, + 1.204167167293172e-09, + 0.03307724967982262, + 0.13437777011961596, + 0.6447021163994692, + 0.03945654806606969, + 1.4673656215595948e-13, + 0.00017392664873937795, + 1.0849246330864205e-06, + 0.44279601297412174, + 7.063682828814457e-07, + 0.15771310188069135, + 0.10213535152881682, + 5.590416815499605e-07, + 2.3444116166064047e-07, + 0.0660622269928666, + 7.487113940044437e-14, + 4.177542702660462e-05, + 0.3153855951474609, + 4.802360985519992e-08, + 0.1936729379797023, + 8.330116539192725e-05, + 1.458228737875182e-06, + 6.434916622493792e-08, + 1.9740590132962578e-07, + 0.6174229180426235, + 4.5082639345147134e-08, + 0.2331487593271725, + 4.517319216052485e-16, + 6.521701902444423e-08, + 0.24800215161074343, + 0.011198061996843143, + 0.00023708028472850724, + 0.09503773969194265, + 0.01855247973028397, + 0.4699236984813014, + 1.7506232747585584e-06, + 0.00018051906328336748, + 0.3679504139699392, + 0.0691266265596967, + 0.0866810924125118, + 0.3455800053238791, + 2.196607906619045e-06, + 1.4084530773139001e-06, + 0.011060885683019887, + 0.8251534992712549, + 0.11499679898670945, + 8.899413639374631e-05, + 5.606701247540856e-10, + 5.3068531734515455e-05, + 0.5737959251583109, + 5.306160386306422e-08, + 0.9395093485553146, + 0.17721889637398258, + 0.00016540997503778599, + 0.03157125687502335, + 0.1053145334761293, + 0.09385777434623337, + 7.274831136346836e-06, + 1.0231083981244694e-09, + 0.25008458068444916, + 0.007815470164993057, + 2.0636583797722093e-07, + 6.339706387124694e-06, + 0.00209220819302334, + 0.054995773408886416, + 7.064409800083901e-05, + 2.1492143340224952e-08, + 0.0024483592665971825, + 0.09053603895020329, + 0.0012695511827432837, + 0.014458063790271009, + 1.3165861693132741e-05, + 1.2699163451416948e-30, + 0.13586964782543082, + 1.3950793712260849e-08, + 0.08064921094035915, + 3.4427068060900362e-06, + 0.030252527194066757, + 1.1773584485849464e-05, + 0.053885135673992494, + 0.9997427829606623, + 0.4138868254846589, + 1.1580408771951927e-09, + 0.338117119168645, + 4.0411356671782534e-11, + 9.454465964991514e-09, + 0.26426307936914095, + 1.216305391497554e-15, + 8.23591494332023e-09, + 0.04576185830256997, + 1.3501513541155686e-05, + 0.239264659789938, + 1.1059651551251351e-06, + 9.343839690463002e-05, + 3.012767456353134e-17, + 2.2245243077351988e-08, + 0.0004636104320876852, + 3.849925131542408e-06, + 0.2844596180788163, + 0.860574370978794, + 4.491651597546847e-23, + 0.18954359592761041, + 0.0001989258626790733, + 0.9694558337078514, + 0.7531928807363694, + 0.1526921140461577, + 2.4659557232533396e-05, + 0.07113216940726556, + 0.9821266059657956, + 0.018197472259730268, + 0.00229222925429339, + 8.029668777538985e-05, + 6.226372052348464e-08, + 0.011264739998030788, + 3.096971373782738e-05, + 0.47657301387493084, + 0.04015020411308088, + 4.446664272686314e-10, + 5.821740606808548e-09, + 4.761926104582997e-05, + 7.632599745150303e-07, + 1.7781753901991157e-05, + 0.10987245472176602, + 0.8506323159212489, + 0.8034984694213669, + 0.2495874765789068, + 0.0017911945834912669, + 0.23225250633499123, + 0.005885329098648733, + 0.030914195186789544, + 4.543631967949152e-11, + 0.99653076992397, + 0.7938298733746734, + 0.9582230318247836, + 0.21979981947328506, + 1.5870128952924137e-05, + 0.0005817383896813887, + 0.9871965409364011, + 0.006223031383155662, + 0.9841690566003454, + 0.00018146552058737682, + 0.99385832368492, + 0.06378318759347995, + 0.012371531529301915, + 0.00013116849226741198, + 0.0004946418842037844, + 4.09695937866976e-07, + 0.00035844184373589287, + 0.30651775815673404, + 0.3725868735196724, + 0.572721124210696, + 0.00031958512524663896, + 0.17618675919371699, + 0.013459113779099975, + 0.4225423314083201, + 4.387813261217755e-07, + 9.878153230473511e-05, + 0.7519177269236048, + 7.08827315050666e-08, + 3.25268381761154e-06, + 0.05599992634587848, + 0.9583374200119419, + 6.584681571584564e-07, + 0.2846219061432187, + 0.0005556226758432547, + 1.92085852392749e-07, + 0.9107578782805533, + 1.4595761905325135e-06, + 0.8151549211734681, + 5.85113484169415e-09, + 0.9254007669362891, + 1.6674963885702174e-05, + 7.14531970494536e-05, + 1.725136005282705e-09, + 0.0025913280716404483, + 0.3504611939115532, + 0.9928772740292373, + 0.7226999988144343, + 0.9985175675773577, + 0.12259944847588804, + 0.020280614371093898, + 2.0908803970067807e-05, + 1.7507557667107104e-05, + 0.00010558477389026043, + 0.0008249103403798691, + 0.23896564415215765, + 0.01045810310069568, + 1.684910447689145e-06, + 0.0003196371521937477, + 0.3396051427827359, + 0.44687755881394775, + 8.38720856924066e-14, + 0.8250778711383087, + 0.00020972472382373822, + 0.058733547887955324, + 0.06287628731911268, + 0.001004204993787014, + 4.158624408945542e-06, + 0.2812680359441975, + 0.9999613242952522, + 0.021688001580927978, + 1.4444427044337343e-07, + 7.999482482096178e-05, + 3.362878061147316e-14, + 0.644343467005355, + 0.4851159783921189, + 2.654230366661175e-06, + 0.023355447410067155, + 0.40967230890866385, + 0.0005526569950648019, + 2.3489557262989342e-15, + 4.664196237391696e-05, + 0.7851880331755495, + 0.9972063279884362, + 0.1757304704472806, + 0.379495603706567, + 0.0001135991529470711, + 1.3750617116214704e-05, + 0.42532338299258404, + 0.025899595588826835, + 1.2092548551205024e-11, + 5.109286304031075e-05, + 0.033761055850214, + 0.0013842079563399473, + 0.0005422013971107753, + 0.09354639500749426, + 0.004181244360202799, + 4.18142303595834e-17, + 1.9542737342807784e-09, + 0.008363978802884585, + 7.67679689868898e-12, + 0.01869085957736052, + 0.17167744043691502, + 0.046114148813952587, + 7.187366756652667e-05, + 0.8030210946355482, + 0.7277565339934626, + 8.735317337865748e-09, + 2.7930073137366425e-11, + 1.9372795473783072e-13, + 1.273128822418597e-05, + 0.6654640431202845, + 0.0008959371368128009, + 0.015234674575968143, + 4.08975930590311e-08, + 0.9926684894137694, + 7.895326172942868e-08, + 0.0001126390687432376, + 0.0018671643754525845, + 1.0898950513004692e-09, + 0.05805085593374184, + 0.31802705954875665, + 5.369123689482569e-06, + 0.3520475776133167, + 0.0002589769979994458, + 0.020020590072402478, + 8.88237177716201e-17, + 0.00011450325772514645, + 0.03358092497886864, + 0.16236356181510694, + 0.27717813785604745, + 2.4279759593692056e-05, + 5.380719106623221e-10, + 0.06410694503377846, + 0.002727747496394288, + 0.06534390489591181, + 0.08565791271265709, + 0.016675241868799925, + 0.000290872450479961, + 0.10265372529697539, + 0.7173889384757192, + 0.4875403108177616, + 4.3840364195556374e-07, + 0.6418423505572808, + 0.49701318691413754, + 4.588075197657945e-15, + 0.014288637672131697, + 0.0007404018745285695, + 0.2881444924645016, + 0.016916730659576794, + 0.0024226829824466585, + 4.768918802643324e-05, + 1.8280050376351241e-09, + 6.667894281724793e-06, + 0.2034731658628993, + 0.6702525721527963, + 1.0361141098114246e-05, + 0.18723083424251072, + 6.749060825450063e-22, + 0.26886592115640745, + 0.00032946559351703904, + 8.702710676021382e-17, + 0.02853790223726861, + 3.56241471127894e-07, + 3.4991054816799125e-06, + 0.06657435163308478, + 0.13859184032734104, + 1.6624123151648173e-07, + 0.6784285531515211, + 0.25272260909327354, + 0.4134727861974392, + 0.495135296948954, + 0.9967832840775114, + 0.24718760765751627, + 7.551047304233025e-06, + 3.140958466833577e-05, + 0.9723941951468186, + 0.0001741036075781158, + 0.7632583838490206, + 0.0018369599556114845, + 0.4989807119782599, + 3.9178354560130596e-07, + 3.9860914875526195e-09, + 0.00578617731104018, + 0.4474786303436541, + 0.030831434384856245, + 6.522710101232965e-07, + 0.0011085482633963945, + 0.0009095975164372306, + 2.2068893107336897e-06, + 0.14481453352610513, + 0.12683738380367401, + 0.9013388447693238, + 0.01594636948161346, + 2.987215899219045e-05, + 0.06773085016133064, + 0.24973009399694998, + 0.28980215361409817, + 0.00012804182130753515, + 4.814615519353979e-07, + 0.9368820827133686, + 2.8479479004427116e-10, + 0.005085419709315733, + 0.000893822066279935, + 1.3564125593944797e-06, + 6.639448403951323e-05, + 0.0007038762137262697, + 6.572996102383383e-10, + 3.901412817440208e-08, + 0.6154301882101729, + 4.043036181629276e-06, + 0.16178782512626083, + 4.424620597746639e-05, + 3.501693781906789e-08, + 5.0015486157390024e-11, + 0.05044532672270602, + 0.0007104336962089811, + 5.172435276139737e-09, + 0.011346953954739513, + 0.4684191915952384, + 0.05078181978102107, + 0.00047327790102348605, + 1.2283250795975741e-12, + 0.03172212970363126, + 0.9690820710720042, + 0.00013269438266136154, + 0.10805471652754288, + 0.0008919814009237417, + 0.023169716134825564, + 1.4255912773412311e-05, + 0.9145496420196544, + 0.08373771098060145, + 0.9259494466863768, + 0.03741508939562847, + 0.04376186500837067, + 0.049042371637678626, + 0.03364031240733895, + 0.0046557091793294125, + 0.8286613274821362, + 5.7919802344303926e-08, + 0.00013576448858978262, + 0.18910823590081868, + 0.0021155238121695432, + 2.2247953395944634e-06, + 1.3507801083395473e-05, + 0.000567597944109089, + 0.0535271538770617, + 0.37442217861693244, + 0.08750818599459431, + 1.472062911415964e-05, + 0.0019875285241527786, + 0.0014738307458332406, + 0.03637163905425674, + 0.4938239498044973, + 0.0008808606889505182, + 1.9632631768890942e-06, + 0.0008748890806711795, + 3.6195542876101366e-07, + 0.06380946511138637, + 0.05020756787874674, + 0.25600981770289416, + 5.718666317699076e-08, + 0.18690969846490174, + 1.016322527978878e-15, + 0.9876902089113956, + 0.0011466598945082333, + 7.320426810202203e-08, + 0.3094965295282047, + 0.02219872118325533, + 0.13503007153473015, + 2.8322142308629434e-08, + 0.07922460517863926, + 0.8443986147443995, + 6.70119995198107e-05, + 0.46413581111295654, + 0.00010800141961959795, + 0.06492462137854246, + 0.08967236699617002, + 0.004357253181833712, + 0.7015399600167048, + 0.3662997821361309, + 0.02312932932245113, + 0.00677182025507545, + 0.7045615313231637, + 0.7583931118918643, + 0.697923719822453, + 0.0027060440412472607, + 9.662189360023226e-10, + 3.8685024502457375e-06, + 0.03538693533730103, + 0.000272362306465264, + 0.854202646655049, + 2.1777408097204244e-06, + 0.09272686507002217, + 0.5802642564444365, + 0.5405851346670405, + 9.388792866062534e-11, + 0.5122596702182449, + 1.2814647184440231e-05, + 0.22840192853074112, + 0.13612699452935348, + 0.35362066920557683, + 0.2163295274758464, + 0.000813738561274206, + 0.001971700638414464, + 0.009875087280072213, + 0.011348812360751671, + 0.0001988929564649595, + 0.010005452211408175, + 5.837701579714679e-08, + 0.028769876194220088, + 0.005706377582050465, + 0.0001263505805976792, + 0.9836611291562558, + 3.415367565466321e-05, + 0.24175515631605682, + 2.0527206740311347e-08, + 0.0011792271940131575, + 0.3671878730587701, + 7.847844206536405e-07, + 0.6597691191939417, + 4.3166656824558233e-10, + 6.424871086193577e-07, + 0.19009190825774713, + 4.210873750284256e-08, + 0.568017554652292, + 6.819278209547869e-14, + 0.012762495378245194, + 0.27849623326865575, + 1.9411777503966856e-08, + 0.00038547468142141237, + 0.00035215063116088784, + 7.45674984392473e-13, + 1.2871897151012262e-17, + 3.7757074855175834e-05, + 0.12115183058600244, + 5.0067314230612945e-05, + 0.017047741657299626, + 0.00014986167408802446, + 5.016269586287304e-07, + 0.0015206287959670783, + 8.017086957913752e-13, + 0.005283806241658988, + 0.7613623237341736, + 7.775649070217588e-11, + 0.98318258953135, + 1.11105143498978e-05, + 0.3849509538304611, + 2.0231005259235277e-05, + 0.027561918971017865, + 1.9823091524292054e-20, + 1.1728876075028014e-06, + 3.799193533952256e-05, + 0.011997725586484707, + 2.408993513563491e-06, + 0.017772515115650048, + 6.747046332772234e-05, + 0.00012494434980775016, + 1.0661570797524321e-05, + 2.912003133001212e-07, + 1.3624278181211636e-05, + 0.00012867226225405834, + 2.277794716984478e-07, + 5.0113671148891434e-12, + 0.02954758810230149, + 0.7627715423400389, + 1.3570095028977156e-18, + 0.011717068837373884, + 0.0025321747754527635, + 0.03587652558521266, + 2.5273188859183818e-18, + 0.017117757967213435, + 1.7267374761300466e-05, + 0.0793733836656194, + 0.04354719868518167, + 0.2412996844189046, + 0.037543134628848174, + 0.9922250191397128, + 1.6594894120385014e-08, + 1.2226473490117356e-05, + 0.3000990372027341, + 0.008515038404683019, + 2.8046200827329986e-06, + 0.8136977231877616, + 0.24147212949543084, + 0.03994361854652822, + 0.01973012686912122, + 0.7095047326723186, + 2.195246570933818e-05, + 0.994737114234659, + 0.89036070844435, + 0.007924590650471415, + 0.9390416693472466, + 0.22528226700952117, + 0.3427446759159519, + 0.10646456186131915, + 0.010908735622424648, + 0.001140849422193668, + 0.30172473546597534, + 0.48379476112676917, + 0.001467865008195404, + 0.9963909096678005, + 0.42690528727256516, + 0.004398953732897446, + 0.006504363321438802, + 7.82334892038165e-05, + 0.7580246597812426, + 5.1721282304308795e-14, + 0.02537144807463975, + 5.2150781741941296e-12, + 1.7677111323094623e-07, + 0.9643760465935125, + 0.46268213145153764, + 0.005966706679345626, + 0.004190617123784217, + 3.759961038264715e-05, + 5.356518267015613e-13, + 0.012753688188349942, + 0.0007822143379370159, + 0.00411162596062565, + 0.003971230651227943, + 0.7350017447936135, + 0.9933242271442339, + 0.0489106024447005, + 0.6044202172496227, + 0.015675083126093777, + 0.007631177996190943, + 0.629296818500189, + 0.10569437963814966, + 8.838252431814257e-05 + ], + "z": [ + -0.008825982463360554, + -1.5153365223143171, + 1.0880783396841314, + 10.879537096674225, + 0.34255193857757354, + 1.1273046136203382, + 4.106935318140728, + 1.8212744298109385, + -1.6857346756586093, + 0.9672241682292679, + -0.10483159774963154, + 0.7630566843192428, + -0.45151980162600164, + 8.705446155980795, + 3.019494043475545, + 1.305133192289492, + 1.3873036987485752, + 2.7442575931586894, + -0.9695988810865157, + -0.9635979736464808, + -0.31986586396281885, + 7.1995792292379885, + 12.404777582316402, + -0.41498075244985294, + 0.03347118925657001, + 9.168967254688678, + 0.5059152235792658, + -0.914769412557226, + -0.7160375417851887, + 5.767796035956859, + -2.626510580182034, + 2.2263205002220974, + -0.4028446730569132, + -0.2246658511484525, + 2.8976245365087347, + 3.143396110236152, + 2.045307383771902, + -0.6109628217033474, + -3.950316872925152, + 0.3896602021522907, + 0.30141462958785287, + 5.270848463963851, + 7.0619667598447675, + -1.4771066597645384, + 1.6494900652130589, + 2.608527778745572, + 4.14513588900289, + 7.8885706065024515, + 0.7322518597285274, + 7.820764128996563, + -1.1973478708552827, + 0.799332437865887, + -1.1152231694811692, + 3.411509975275626, + 0.2753295243914165, + 6.2959626042289, + 0.24821318119667213, + 5.08635390682491, + 0.8488588335612383, + 13.500127599259894, + -0.14658022680556826, + 1.4840075883908357, + 7.286008829278893, + 0.09752225537224261, + -0.1882121472475484, + 2.197651230887411, + 0.10654609274317484, + 3.09658804604537, + 2.69661567128765, + 1.0540656135485242, + 7.509040795582717, + -1.3620567724509016, + -0.01348295543250824, + 11.550404855667253, + -0.43094252057326493, + 1.6363355173411325, + 8.266746864330491, + 1.5318998235466028, + 4.949667271418719, + -0.6742777522312723, + -2.550420734742254, + -0.7013060901939037, + -0.25444152730134706, + 3.1061126591731805, + -0.5432627022183576, + -3.004466825772452, + 0.8225873739317969, + 0.21810108520879415, + 0.5607512289211962, + 5.2475212321244875, + 2.212946282244062, + 0.8660532465063508, + 4.11522159712475, + -0.3995070028469738, + 2.8702366857155734, + 6.068484756775788, + 2.1358474524264786, + -1.232067695171685, + 5.61277334901324, + 3.9617459139509403, + 0.912287390549124, + -0.9360238404040468, + -0.15641492069482443, + 7.158779405340859, + 11.655455085006091, + 1.1729370600198195, + -0.0935457688540041, + -2.745917709852533, + -0.9739594600388104, + -1.087325866557251, + 7.136097980280853, + -1.4085924572563646, + -2.4707397404523053, + 0.6473221642234119, + -1.2848279858626273, + 4.648474559633884, + 3.579619322523423, + -0.359626875508377, + -0.2012494041945182, + 1.7068401291333404, + 1.8884669882562146, + -0.5453033768764652, + 1.144952625201978, + 3.4434911131130255, + 0.19113289971219516, + 3.1582209589712975, + 7.652140600135206, + 0.8248859796891658, + -0.9133869391114935, + -1.3302823248421214, + -0.865199932566192, + 0.366827834673406, + 5.473425792814082, + 1.4728408591901254, + 1.5668471628987966, + -0.30174115810436364, + 0.7022749363796903, + 0.4979612985430426, + 7.276658355067875, + 3.1869112720524306, + -1.8452704549587842, + 0.6806818359749127, + 4.459648165612044, + -1.717662835418702, + -0.7635967914165452, + 0.9371172072805222, + -0.08342928565224332, + 1.4678581331357385, + 2.405780098412504, + -0.9318741651344912, + -0.2960316545667827, + -2.0348847920153563, + -0.427930234149735, + 6.603670800918861, + 9.217191303260517, + 0.20242834068497675, + 1.1188218346338756, + 2.8115788226602096, + -0.6226307632623653, + -0.47893257453283544, + -1.4678801009178648, + 0.3031360961786164, + 9.110769614573, + 11.09027370263409, + 5.925541724822781, + 1.5906450585575655, + -2.658034972192032, + 0.6068258171458111, + 3.050232477400783, + 9.426106991427647, + 3.4904656913871377, + 2.2860438340247407, + -0.5417235512197309, + 1.066096342541444, + -1.9129975948452085, + 2.0348119085092193, + 3.181914374681306, + 0.2653837694036606, + -2.2170238956395867, + 1.9034420648202142, + 0.13757965005921757, + 0.0143583614857509, + 1.7338531771070447, + 0.07350819045561596, + 2.1900861095814483, + 1.4613043724105605, + 1.0526186418041386, + -0.34241098679671006, + -1.1654151902602699, + 4.04957242152175, + 0.7199423402259315, + 0.2586277775525335, + 0.6993961782950011, + 1.3674756422247378, + 0.9776020747284083, + -1.0220678213527459, + 1.4005812761614198, + 11.006584538700103, + -0.4912865481390333, + -0.47988942267500684, + 8.326603169941817, + -1.3535706970639463, + -0.6062938519178417, + 1.4155940631363357, + -2.9116643433331912, + -1.0746740662421246, + -1.2123924442497476, + -2.4725908446694453, + 2.5177447033026077, + -1.7021838504630342, + 3.4319583455159752, + 9.360850498559026, + 0.04655486311282547, + 1.0258884826409678, + 0.8092633100312588, + 5.514133678489623, + -0.580753077931769, + -1.9436178842977876, + 1.863031856528419, + 6.870690376679549, + 3.685520187254762, + 1.6371508313085832, + 0.7668160327343918, + 0.8813775412682681, + -1.4027100262248833, + 9.611031392074622, + 2.920049275917961, + 10.709504448939853, + 5.808792105360381, + 0.48687046217119284, + 1.7654989773208853, + -2.2358997687903757, + -0.5362739980798654, + 8.926560821656924, + -0.7695548297158059, + 4.453220320149294, + -1.6748259268355419, + 2.5098370660118223, + -0.5477868429463453, + 11.969723024443962, + -1.3318566647561978, + -1.307470821419638, + 5.007106411242367, + 5.48865013738678, + 0.3726860469008311, + -1.0581224679851557, + -2.1999199738997373, + 2.189784513559681, + -0.8337075531050768, + -2.6555952743332933, + 5.772026459562784, + 6.66002832346103, + 6.811735756246814, + -0.49736455043943306, + 2.1726602890281757, + -1.3025633135608965, + 2.044793924093681, + -0.02935067542950715, + 4.619500795770988, + 8.46560011409632, + 7.511875267532709, + 0.0591432816174808, + 6.454234307238506, + 3.8399648176534757, + -1.7581255138437635, + 6.507782535557885, + 2.5993094905297864, + 0.7466316868267765, + 1.388286598255498, + -0.5159021447487584, + 1.2537161530511491, + 7.042664778401824, + 5.848233075749706, + 3.2330457599566556, + 0.8949884105222052, + -0.23711579209541192, + 8.745199630580236, + -1.3437511581107369, + 0.5616049172642439, + 0.1583681505465132, + 2.8659899736420855, + -1.4521524959782433, + 0.08296511662579147, + 2.3314982898343026, + 0.36152742567372814, + -0.6132854230050154, + 3.184639315878044, + 1.1266236112026649, + 9.300378596530672, + -0.7212707598169068, + -2.241394461311944, + -0.9502867034256292, + 5.3748621990696535, + 2.0591847009563176, + 7.397366625363378, + 1.1796663051454046, + 3.181129946086135, + 10.545394694268104, + 0.5774285464131896, + -1.779736508495292, + 9.739458402259146, + 3.1331673671821982, + 2.2194697163138497, + 9.089444145486175, + 1.005752420034929, + 1.6993072810552121, + 1.2188481165192129, + 8.086305765244846, + 4.435860030717801, + 1.857386077973578, + 5.444233690689915, + -0.0770670815920394, + 1.680666321201364, + 1.9104344239267272, + 1.433556741649053, + 0.7495107773583596, + 0.8942132932889248, + -1.23562702285137, + -0.10121150487966377, + -0.5244836984632129, + 1.279374215970749, + 3.344346271542655, + 1.599405127358633, + 2.1298360249201607, + -2.2751364769852294, + 3.452798744374088, + 2.748731724382546, + 0.9486531940396793, + -1.403264908794374, + 5.7009619853924445, + 0.351122002282084, + -0.34231284175717874, + 1.347594865387853, + 6.495222218295807, + 0.38340197090421607, + 9.21566563280317, + -0.2974251450385231, + 0.9728909596420614, + 11.589130617954218, + 0.3684326292854053, + 1.9537058104948593, + 8.98317745835779, + 2.102714118063647, + 8.66779669194124, + 1.034114379090508, + 12.526869188915404, + -0.8088860570082829, + 11.699761463501483, + -1.7223644653669918, + 0.22733566400205854, + 0.118476938678223, + -0.08508106247608, + 4.305224988533223, + -0.12748051852645806, + 1.5637071061644319, + 0.698663192934529, + 2.2960417335444645, + 0.525348976130342, + 1.6268682337457727, + 0.5446426090265302, + 2.1815532556432506, + -0.2797575445396885, + 4.358892688964215, + 2.39924447388182, + 12.30825773094655, + 1.7772435535856863, + 1.5697121822151545, + 1.0943184171637153, + -0.020464013249209885, + 0.6160620833740413, + 0.025714908430930963, + -2.4678612634193877, + 8.62327584351395, + -0.5694624341917581, + -1.151759154036476, + -1.3896114087656921, + 2.580137475185607, + -3.1265682015879466, + 1.5807010206806533, + 6.070289911945085, + 0.708186104648308, + -2.316594226704976, + -0.5467414503322683, + 1.6858782828115904, + 2.072122537816031, + 9.24244364179208, + -0.3641531296288601, + 0.5228830214551503, + 0.16101776035315082, + 0.9119711401724891, + 2.294541549753164, + -1.9053551123058345, + 0.07075242416302628, + 0.17854071069805152, + 6.0875455834380965, + 0.3295164334547637, + 0.5032553407169654, + -0.2991898372843148, + 10.856507008717815, + -0.00850914256926604, + 9.480165171298852, + 2.027956476135877, + -1.4816117092681622, + 0.12422838083409446, + 1.4627352905691713, + -0.3640037092661979, + -0.4333473751562438, + -0.9463020435715038, + -2.3602781537280295, + -0.8482285994632529, + 1.0581784374075038, + -0.370786887459735, + 1.8765468204085674, + -1.5432221381367395, + 1.2421251602018841, + 10.962409190658956, + -0.5396908946771329, + -0.19184209403684768, + 1.389227426770578, + 10.907685520246503, + -1.0857243209563754, + -0.8779900487580113, + 10.634120386675754, + 1.5753215336017734, + 5.639440827513206, + 1.180256939056017, + 1.9629316909421166, + -1.863212096556205, + -0.4306991382286925, + -0.7484837806500517, + 2.173724574411912, + 9.58408806859164, + 5.554659679414843, + -0.5267151807139848, + -1.5194696965869519, + -0.8568674329410981, + -3.5185482302082183, + 7.237840753639321, + 0.8394569844432714, + -0.19352708124053805, + -2.3748078414460267, + 0.8794396823868309, + 2.5083251758466907, + 0.35872563170998517, + -0.9862307976942083, + -1.3202512466031835, + -1.3636603022963143, + -1.5262703104225726, + 2.1670229499009803, + -0.23494747980749475, + 3.3221094357068335, + 1.6234573724567758, + -0.5193356168011524, + -0.05295001809727357, + -0.1958228816680526, + -1.3187579654159372, + 0.36868304639624133, + 1.69143115397483, + 2.1875725208582275, + 0.15141750886777944, + -1.172855149510226, + -0.6632267529628418, + -1.2799033867397105, + -0.07355420513542568, + 1.0817188492768632, + 1.0358301246160955, + 8.485830803442042, + -3.80231218441998, + -1.0148912153659853, + -0.0898497570614344, + 0.7994117260977214, + 1.5319958817163486, + -0.7491395641280979, + 0.1306746005448032, + 5.439083329610784, + -3.145622379077682, + 2.0481883212616117, + 7.615898387535845, + 2.53186140976459, + 0.2739143413462907, + -0.09440919546490843, + 2.056213919663321, + -0.19550346211770467, + 8.626250006137774, + 4.939595392922365, + 7.095553520272651, + 6.674223723299234, + 1.1044634445712602, + -0.6608169303704988, + 1.929156620859244, + -2.2197958919833747, + 1.716135508829554, + 1.6134038432286286, + 1.1773849181994898, + 1.5169296577298594, + 0.4520127915793673, + 9.694032726901375, + -1.8468518849910909, + -1.1955913793412174, + 9.297429639795489, + -0.008634223421152798, + 0.05389270651866791, + 7.847855397040692, + 0.8954480846514266, + 5.694880033741349, + 0.5196168708533094, + -1.1728772256461135, + -0.49144876839038526, + -0.5429208255813888, + 0.01490006216401739, + 1.0218579107164552, + -1.2344934288673783, + -4.179551845935637, + 2.771200477259453, + -0.7987485380021985, + 0.5795526916330246, + 2.313901121765466, + 0.14828507747384298, + -0.44263605075379153, + 3.487308949735996, + 10.378849836886808, + 2.0428503487424297, + -0.507438234104589, + 8.286817049749372, + -0.33198442069651135, + 1.0544779605034766, + 2.496639854777543, + -1.345430139585305, + -3.552002870907454, + 0.6446777478301893, + -1.2361780385825347, + 5.444492484794608, + -1.5376791604735032, + 1.190025401036033, + -3.2021986768636173, + 1.6458632814710241, + 3.489775830649453, + -1.185703398374698, + 1.5728569636280585, + 1.366363506201922, + -0.9363038714050718, + 0.13329415624647137, + -1.100485942735611, + 1.076282811872579, + 0.9763715130977058, + 8.013388987643813, + -0.6705976228203516, + 2.1973125239843423, + 8.581679630140828, + 1.7126509040131996, + 3.082106897569924, + 0.03897383075648323, + -0.3645737469352434, + -0.43840146574865935, + 0.6360039035339392, + 1.4033087340897268, + 0.6490631483854592, + -0.5408356757516947, + -0.7074057664751195, + 0.07354647057578943, + -0.1954512395918072, + 0.5269140529774524, + 2.3122720206440692, + 0.8411593796439075, + 0.22084021612880814, + 2.150051690031956, + -1.8947308653322406, + 11.564720289160046, + 1.5529894126111765, + 2.5094134406157096, + 0.3606643479784088, + 1.898841333332777, + 8.537110985958932, + 2.3549130589265284, + 6.166383526687742, + 0.3572507355458674, + 2.1665880950994647, + 9.432159396886767, + 1.8631893947046838, + 10.988067335644555, + 0.836989958065328, + 8.259623463837839, + -0.29426582600295687, + 1.8348853941538683, + 2.049236058862503, + 0.8367285831038264, + -0.41537675746710206, + -0.2350564109931201, + 5.124855564808883, + 0.03616411566495861, + 2.6068309616971628, + 0.432481723123369, + 1.3323963766748324, + 1.436754552393683, + 1.1785781274823712, + 1.2523701493223054, + -0.5246662361007947, + 1.1491355508810317, + -0.38780388388058723, + 2.1174419333878536, + 0.016184356300438636, + 10.10655337191849, + -1.5626660162049975, + 2.177878181275038, + 0.9540748824957879, + -1.429681296902492, + 9.842282851716314, + -0.39672676607953816, + 8.941856150088826, + -0.2080016500940477, + 12.373684007980456, + 0.3672506489077039, + 1.4260296039937082, + -0.76509967388828, + -0.4076554826677398, + 1.3953582516037493, + 10.625592142657133, + 7.544981949055157, + 2.483262056832897, + -0.5897969297420056, + 0.21817501705324294, + 2.444283152765669, + 1.8439861345606923, + 0.44032830735090406, + -1.2211977798582718, + 2.4047341741289108, + 1.915793511587357, + -0.9927700640284873, + 0.6956446482235635, + 8.795940695782269, + 8.219460574248691, + -1.7282511585182276, + 4.700181411448873, + 1.845420778742911, + 7.903054647464947, + 3.0657959683855016, + 2.102355040980604, + -0.3750037374615107, + 0.9726901713483008, + 9.979606329250558, + 2.1478185422154943, + -1.7167190631777187, + -0.5880804909639599, + -2.4659437796699306, + 2.733522704359945, + 9.82879209331299, + 0.6598941012059067, + 0.5079225619832122, + 10.770639816168217, + -0.09823728778749014, + -1.648333987290125, + -0.6591253759487122, + 3.0516777743842085, + 7.68652380023422, + 1.6283957622545675, + 1.027670684324211, + 0.2554668568876791, + 3.4107250999306435, + 3.4666026175568523, + 3.5123666751304823, + 0.3707128002228704, + 0.9757248441974777, + 1.3752231975635072, + 7.797827633923737, + 2.470087289757644, + 8.154934560984481, + -0.42591028735962594, + 0.213205273889554, + -0.3679586670351273, + 3.4954487361818605, + -1.478615986462813, + 0.5262682379991453, + 1.6701229461074183, + 1.3720101321235814, + 0.21733102805670754, + 1.8980171272378095, + 7.569404621505931, + -0.76717007856666, + -0.8031580604659876, + -1.1092808792020843, + -1.4019545133623075, + -0.2245643782138501, + -0.221985830738804, + 4.4513947950353145, + -0.8393146231667241, + 9.926370770365574, + -1.1960339366576884, + 0.6001065789499826, + 0.13876015865951938, + -1.0432754307799021, + 0.3825875206979094, + -0.02368089471904444, + 0.2938040806485228, + 1.106671925162986, + 0.4411199998856184, + 0.687865917203846, + -1.2748666727379312, + -1.9530490293504492, + 0.41771337738245645, + 7.114169175317362, + 3.149579519001477, + -0.6515581967049485, + -2.9830089763259804, + 1.409318200238852, + 1.5759110249966426, + 10.203192179150346, + 0.2961741183079643, + 2.003329957966002, + 0.5719772316754909, + 1.6424068487825592, + 6.838065220717327, + 2.4971547261097977, + -0.8639998297104252, + 7.929264333568566, + 7.744975356578682, + -0.9479285767851919, + 0.5011152528130925, + 1.331268318177204, + -0.7499105890143154, + 0.8748667736216212, + 1.4315963331274137, + 1.6039319206180256, + -1.903806817967218, + 1.9844463391517722, + 3.3239862567712666, + 2.4979360973511087, + 1.0039409291446961, + 6.477245919792935, + -3.3305085373300134, + 9.308538083911483, + 1.3095264831952187, + -1.9104648968379467, + 0.4103466609610729, + 1.10237830683825, + -0.31375873139954463, + 1.5869898447042665, + 1.3806904294777145, + -1.2999872940152144, + 4.762458596557046, + 0.12944759712918918, + 2.254526942911343, + 9.40869983181787, + 12.89125339132717, + 5.288887680259181, + -1.654215232697008, + -0.5342297286507757, + 7.317859163012867, + -0.99433797976187, + 1.5255871970216754, + 0.8892183099963811, + 0.26365522700585453, + -0.12850281450224446, + 0.8796692867453682, + -0.39944629686937094, + 6.913316722596924, + 2.5187810200969, + -0.9155227224401633, + 2.1507904106865956, + -0.12231364732314567, + 0.3805494941505089, + 0.05819195221994583, + 0.9648059352885054, + 1.0125909713064314, + 2.746467743364466, + -2.297066072946533, + 0.0778272643472725, + 5.436890242576064, + -1.4707219336292072, + 3.183531489958587, + 0.37815599682911083, + 0.04440774927699286, + -1.6154143129298335, + 1.2646815953204735, + 1.7365843853899756, + -0.7403217378561201, + 0.08231142963877931, + -1.4816447446916081, + -0.6013056838760852, + 1.0989724748580634, + 4.772928371453131, + -1.200509896435456, + 3.465532443306991, + 9.240785257006205, + -0.3619879264100204, + -1.3173894350935442, + 1.2625023048467285, + 9.591138280572762, + -1.0714436063950652, + 9.2788431195464, + 7.4964815882670415, + 2.128117482469571, + -1.436070168124608, + -2.070898777400415, + 1.4628831338755128, + 10.295467646264399, + -1.1604066899644019, + 4.182775834646734, + 0.6012129207906306, + 7.028046237280208, + 1.5983673197925699, + 1.6146734801534983, + -0.11931095347054867, + 11.654086239173962, + 6.217437859036593, + 0.5978655170798203, + 2.989876904830242, + 1.389634230594993, + -1.1558069888683309, + 10.139702224938311, + 3.1059218309684375, + -1.6218601097308236, + 1.1524269017958046, + -0.4396877085554494, + -0.6879743928944124, + -0.9329654749939743, + 0.5980929121970783, + 0.23400551957146987, + 1.6131164659323232, + 2.936460428182876, + 7.236587294804908, + 0.8034088314120255, + 1.0876603527526956, + 6.5565185090533635, + 10.985760159887406, + 0.3661200229878151, + 0.7570063053090934, + -0.44628981325280276, + -0.6245960450788987, + 4.6669889662082085, + -1.5158640184737802, + 0.48934656084453715, + 0.26296422569692474, + -1.415745061088606, + -1.5875454408175633, + 8.33464227941717, + 0.5667507147473778, + 0.005793312285105433, + 8.214353584147409, + -1.7541801648661777, + 1.335868667826275, + -0.17183848936527477, + 0.8698440136656939, + 9.292779949358437, + 0.5820635369954784, + 1.9576076707432448, + -0.8671831892030802, + 3.2449718352988213, + 0.04805474169790463, + 1.723296706395572, + 9.182760669830124, + 0.4291415908379772, + -1.349585442749536, + 1.0895346967968906, + 1.2927683004862396, + 4.401520917584728, + 8.408058004570963, + 1.935273125014568, + -0.04161467651988361, + 0.5029628976960053, + 0.22108293137906954, + -1.777229170716746, + 8.308231173749967, + 0.904484333652906, + -0.8364427574612368, + 2.813726722272548, + 2.6306258072402597, + -1.2682986514936292, + 8.67541502321262, + 1.3012156287923957, + 2.1434029099335503, + 3.2857600194645906, + 0.8685189474881857, + 4.0114780150212646, + -1.8291815332618524, + -0.4226135123295204, + 0.8088514864757552, + 8.296964825886672, + 1.0763787284217263, + 1.4698434618599792, + -1.83279222679464, + 8.641457505055708, + 5.939239692239647, + 0.38657218321634623, + 7.535340997781417, + -0.1932156638193425, + 7.624131789522263, + -1.858774705023367, + 0.9484356833936266, + -0.8096124299578383, + -0.7350950163894525, + 1.6246857321945012, + 0.00362085656746391, + -0.45470122574083016, + 11.663974810281802, + -0.6893190481963124, + 0.9858958887779048, + -0.5848410164884164, + 3.910616842591426, + 0.649276527685203, + -0.3863943302763576, + 1.855951784783368, + -0.7354407780783508, + -1.0888908429649744, + -1.709674036523557, + -0.7709904575603175, + 0.8935367484672858, + 0.03384283357975441, + 0.08840550494876816, + -0.948406056770133, + -1.7565392824345354, + -1.968596368598913, + -1.429678591329372, + -1.0455200904225894, + 1.8169495329228362, + -1.4762738697743454, + 6.501650221679525, + 0.2579245203597469, + 7.25131546040161, + -0.4409554093086196, + 2.2639973708369725, + -1.0379825535568377, + 6.6863177273260685, + -1.9944901934157557, + 1.3059233071009568, + -0.8219059918568278, + 6.258945820850845, + 0.18524141034818228, + 3.301572729928785, + -0.9168532712736835, + 1.256424406391343, + -0.8485908020613864, + -0.09640912362967308, + 6.678434055176746, + -0.7249474952742955, + 2.1801041080431727, + 7.321724490820853, + -0.5565478051396779, + 0.03220935326189601, + -0.6195443696109754, + -0.23918107313753506, + -0.8356402771616801, + -1.0547264078477057, + -0.8415545391955664, + 5.357803672409026, + -0.7114960229721362, + 1.5415663816063112, + 1.7238051403600247, + 9.477441156208362, + -1.230585996394301, + -1.3936071542257025, + 1.1708848399558993, + -0.17316559420219324, + -1.0525145205238704, + 1.3805192264858794, + 1.44191338574213, + 8.643137578910794, + 1.5233446741453596, + 3.2281537467996317, + 3.296111231872508, + 9.346938523212419, + 2.0227845053999416, + -0.18316927889523846, + 11.279499549803278, + 0.8489087547862135, + 0.24685518883268856, + 10.146506534824796, + 3.1139120724517926, + -0.800134923358919, + 11.578389662820896, + 0.7518299617180323, + 0.10960619905553246, + 3.504564515646636, + 0.7505568658565663, + 2.3777298239373947, + -0.046644777636133075, + 0.4808014779229951, + 5.572042520113433, + -0.6379830764516369, + 2.6591786432633233, + -2.3177029433560192, + -0.8784636546209716, + 8.414836595593439, + 6.298672148882993, + 0.9998278776519838, + 1.3214668656343314, + 0.10575413039045163, + -1.650670939273517, + -0.08672776922833804, + 2.339278379390006, + 1.410045770872097, + 6.5265397912658285, + 9.97276820414195, + 5.352531955121829, + 5.588366920194476, + 1.240966026091975, + 2.5324097780849737, + 5.835488581343655, + 6.937442825331065, + 0.9728159486718932, + 3.5710812268855285 + ] + } + ], + "layout": { + "font": { + "size": 18 + }, + "legend": { + "title": { + "text": "Data" + }, + "tracegroupgap": 0 + }, + "margin": { + "t": 60 + }, + "plot_bgcolor": "#F5F5F8", + "scene": { + "domain": { + "x": [ + 0, + 1 + ], + "y": [ + 0, + 1 + ] + }, + "xaxis": { + "title": { + "text": "x" + } + }, + "yaxis": { + "title": { + "text": "y" + } + }, + "zaxis": { + "title": { + "text": "z" + } + } + }, + "showlegend": true, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "heatmapgl": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmapgl" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "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, + "#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, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 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, + "#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 + } + } + }, + "title": {} + } + }, + "text/html": [ + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -431,11 +11286,18 @@ "source": [ "new_samples = new_copula.sample(num_samples)" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -449,7 +11311,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.9" + "version": "3.11.5" } }, "nbformat": 4, diff --git a/tutorials/01_Introduction_to_Copulas.ipynb b/tutorials/01_Introduction_to_Copulas.ipynb index 9b7173e6..3f22b6c1 100644 --- a/tutorials/01_Introduction_to_Copulas.ipynb +++ b/tutorials/01_Introduction_to_Copulas.ipynb @@ -45,7 +45,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 25, "metadata": { "nbsphinx": "hidden" }, @@ -58,58 +58,40993 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 15, "metadata": { - "nbsphinx": "hidden" + "scrolled": false }, - "outputs": [], - "source": [ - "import numpy as np\n", - "from matplotlib import pyplot as plt\n", - "from scipy import stats\n", - "\n", - "def plot_cdf_pdf():\n", - " # Generate 10000 evenly distributed values from -4 to 4\n", - " x = np.linspace(-4.0, 4.0, 10000)\n", - "\n", - " # Compute their Probability Densities and Cumulative Distributions\n", - " pdf = stats.norm.pdf(x)\n", - " cdf = stats.norm.cdf(x)\n", - "\n", - " figure = plt.figure(figsize=(16, 4))\n", - " figure.add_subplot(1, 2, 1)\n", - " plt.plot(x, pdf)\n", - " plt.title(\"Probability Density Function\")\n", - " plt.xlabel(\"x\")\n", - " plt.ylabel(\"f(x)\")\n", - "\n", - " figure.add_subplot(1, 2, 2)\n", - " plt.plot(x, cdf)\n", - " plt.title(\"Cumulative Density Function\")\n", - " plt.xlabel(\"x\")\n", - " plt.ylabel(\"F(x)\")" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", - "text/plain": [ - "
" + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "type": "scatter", + "x": [ + -4, + -3.9991999199919994, + -3.9983998399839984, + -3.997599759975998, + -3.996799679967997, + -3.995999599959996, + -3.995199519951995, + -3.9943994399439946, + -3.9935993599359936, + -3.992799279927993, + -3.991999199919992, + -3.9911991199119914, + -3.9903990399039904, + -3.98959895989599, + -3.9887988798879888, + -3.987998799879988, + -3.987198719871987, + -3.9863986398639866, + -3.9855985598559855, + -3.984798479847985, + -3.983998399839984, + -3.9831983198319834, + -3.9823982398239823, + -3.9815981598159818, + -3.9807980798079807, + -3.97999799979998, + -3.979197919791979, + -3.9783978397839785, + -3.9775977597759775, + -3.976797679767977, + -3.975997599759976, + -3.9751975197519753, + -3.9743974397439743, + -3.9735973597359737, + -3.9727972797279727, + -3.971997199719972, + -3.971197119711971, + -3.9703970397039705, + -3.9695969596959695, + -3.968796879687969, + -3.967996799679968, + -3.9671967196719673, + -3.9663966396639663, + -3.9655965596559657, + -3.9647964796479647, + -3.963996399639964, + -3.963196319631963, + -3.9623962396239625, + -3.9615961596159615, + -3.960796079607961, + -3.95999599959996, + -3.9591959195919593, + -3.9583958395839582, + -3.9575957595759577, + -3.9567956795679566, + -3.955995599559956, + -3.955195519551955, + -3.9543954395439544, + -3.9535953595359534, + -3.952795279527953, + -3.951995199519952, + -3.9511951195119512, + -3.95039503950395, + -3.9495949594959496, + -3.9487948794879486, + -3.947994799479948, + -3.947194719471947, + -3.9463946394639464, + -3.9455945594559454, + -3.944794479447945, + -3.943994399439944, + -3.943194319431943, + -3.942394239423942, + -3.9415941594159416, + -3.9407940794079406, + -3.93999399939994, + -3.939193919391939, + -3.9383938393839384, + -3.937593759375938, + -3.936793679367937, + -3.935993599359936, + -3.935193519351935, + -3.9343934393439346, + -3.9335933593359336, + -3.932793279327933, + -3.931993199319932, + -3.9311931193119314, + -3.9303930393039304, + -3.9295929592959298, + -3.9287928792879288, + -3.927992799279928, + -3.927192719271927, + -3.9263926392639266, + -3.9255925592559255, + -3.924792479247925, + -3.923992399239924, + -3.9231923192319234, + -3.9223922392239223, + -3.9215921592159217, + -3.9207920792079207, + -3.91999199919992, + -3.919191919191919, + -3.9183918391839185, + -3.9175917591759175, + -3.916791679167917, + -3.915991599159916, + -3.9151915191519153, + -3.9143914391439143, + -3.9135913591359137, + -3.9127912791279127, + -3.911991199119912, + -3.911191119111911, + -3.9103910391039105, + -3.9095909590959095, + -3.908790879087909, + -3.907990799079908, + -3.9071907190719073, + -3.9063906390639063, + -3.9055905590559057, + -3.9047904790479047, + -3.903990399039904, + -3.903190319031903, + -3.9023902390239025, + -3.9015901590159014, + -3.900790079007901, + -3.8999899989999, + -3.8991899189918993, + -3.8983898389838982, + -3.8975897589758977, + -3.8967896789678966, + -3.895989598959896, + -3.895189518951895, + -3.8943894389438944, + -3.8935893589358934, + -3.892789278927893, + -3.891989198919892, + -3.8911891189118912, + -3.89038903890389, + -3.8895889588958896, + -3.8887888788878886, + -3.887988798879888, + -3.887188718871887, + -3.8863886388638864, + -3.8855885588558854, + -3.884788478847885, + -3.883988398839884, + -3.883188318831883, + -3.882388238823882, + -3.8815881588158816, + -3.8807880788078806, + -3.87998799879988, + -3.879187918791879, + -3.8783878387838784, + -3.877587758775878, + -3.8767876787678768, + -3.875987598759876, + -3.875187518751875, + -3.8743874387438746, + -3.8735873587358736, + -3.872787278727873, + -3.871987198719872, + -3.8711871187118714, + -3.8703870387038704, + -3.8695869586958698, + -3.8687868786878687, + -3.867986798679868, + -3.867186718671867, + -3.8663866386638666, + -3.8655865586558655, + -3.864786478647865, + -3.863986398639864, + -3.8631863186318633, + -3.8623862386238623, + -3.8615861586158617, + -3.8607860786078607, + -3.85998599859986, + -3.859185918591859, + -3.8583858385838585, + -3.8575857585758575, + -3.856785678567857, + -3.855985598559856, + -3.8551855185518553, + -3.8543854385438543, + -3.8535853585358537, + -3.8527852785278527, + -3.851985198519852, + -3.851185118511851, + -3.8503850385038505, + -3.8495849584958495, + -3.848784878487849, + -3.847984798479848, + -3.8471847184718473, + -3.8463846384638463, + -3.8455845584558457, + -3.8447844784478447, + -3.843984398439844, + -3.843184318431843, + -3.8423842384238425, + -3.8415841584158414, + -3.840784078407841, + -3.83998399839984, + -3.8391839183918393, + -3.8383838383838382, + -3.8375837583758377, + -3.8367836783678366, + -3.835983598359836, + -3.835183518351835, + -3.8343834383438344, + -3.8335833583358334, + -3.832783278327833, + -3.831983198319832, + -3.8311831183118312, + -3.83038303830383, + -3.8295829582958296, + -3.8287828782878286, + -3.827982798279828, + -3.827182718271827, + -3.8263826382638264, + -3.8255825582558254, + -3.824782478247825, + -3.8239823982398238, + -3.823182318231823, + -3.822382238223822, + -3.8215821582158216, + -3.820782078207821, + -3.81998199819982, + -3.819181918191819, + -3.8183818381838184, + -3.817581758175818, + -3.8167816781678168, + -3.8159815981598157, + -3.815181518151815, + -3.8143814381438146, + -3.8135813581358136, + -3.812781278127813, + -3.811981198119812, + -3.8111811181118114, + -3.8103810381038103, + -3.8095809580958098, + -3.8087808780878087, + -3.807980798079808, + -3.807180718071807, + -3.8063806380638066, + -3.8055805580558055, + -3.804780478047805, + -3.803980398039804, + -3.8031803180318033, + -3.8023802380238023, + -3.8015801580158017, + -3.8007800780078007, + -3.7999799979998, + -3.799179917991799, + -3.7983798379837985, + -3.7975797579757975, + -3.796779677967797, + -3.795979597959796, + -3.7951795179517953, + -3.7943794379437943, + -3.7935793579357937, + -3.7927792779277927, + -3.791979197919792, + -3.791179117911791, + -3.7903790379037905, + -3.7895789578957895, + -3.788778877887789, + -3.787978797879788, + -3.7871787178717873, + -3.7863786378637863, + -3.7855785578557857, + -3.7847784778477847, + -3.783978397839784, + -3.783178317831783, + -3.7823782378237825, + -3.7815781578157814, + -3.780778077807781, + -3.77997799779978, + -3.7791779177917793, + -3.7783778377837782, + -3.7775777577757776, + -3.7767776777677766, + -3.775977597759776, + -3.775177517751775, + -3.7743774377437744, + -3.7735773577357734, + -3.772777277727773, + -3.771977197719772, + -3.771177117711771, + -3.77037703770377, + -3.7695769576957696, + -3.7687768776877686, + -3.767976797679768, + -3.767176717671767, + -3.7663766376637664, + -3.7655765576557654, + -3.764776477647765, + -3.7639763976397638, + -3.763176317631763, + -3.762376237623762, + -3.7615761576157616, + -3.760776077607761, + -3.75997599759976, + -3.759175917591759, + -3.7583758375837584, + -3.757575757575758, + -3.7567756775677568, + -3.7559755975597557, + -3.755175517551755, + -3.7543754375437546, + -3.7535753575357536, + -3.752775277527753, + -3.751975197519752, + -3.7511751175117514, + -3.7503750375037503, + -3.7495749574957498, + -3.7487748774877487, + -3.747974797479748, + -3.747174717471747, + -3.7463746374637465, + -3.7455745574557455, + -3.744774477447745, + -3.743974397439744, + -3.7431743174317433, + -3.7423742374237423, + -3.7415741574157417, + -3.7407740774077407, + -3.73997399739974, + -3.739173917391739, + -3.7383738373837385, + -3.7375737573757375, + -3.736773677367737, + -3.735973597359736, + -3.7351735173517353, + -3.7343734373437343, + -3.7335733573357337, + -3.7327732773277327, + -3.731973197319732, + -3.731173117311731, + -3.7303730373037305, + -3.7295729572957295, + -3.728772877287729, + -3.727972797279728, + -3.7271727172717273, + -3.7263726372637263, + -3.7255725572557257, + -3.7247724772477246, + -3.723972397239724, + -3.723172317231723, + -3.7223722372237225, + -3.7215721572157214, + -3.720772077207721, + -3.71997199719972, + -3.7191719171917192, + -3.718371837183718, + -3.7175717571757176, + -3.7167716771677166, + -3.715971597159716, + -3.715171517151715, + -3.7143714371437144, + -3.7135713571357134, + -3.712771277127713, + -3.711971197119712, + -3.711171117111711, + -3.71037103710371, + -3.7095709570957096, + -3.7087708770877086, + -3.707970797079708, + -3.707170717071707, + -3.7063706370637064, + -3.7055705570557054, + -3.704770477047705, + -3.703970397039704, + -3.703170317031703, + -3.702370237023702, + -3.7015701570157016, + -3.700770077007701, + -3.6999699969997, + -3.699169916991699, + -3.6983698369836984, + -3.697569756975698, + -3.6967696769676968, + -3.6959695969596957, + -3.695169516951695, + -3.6943694369436946, + -3.6935693569356935, + -3.6927692769276925, + -3.691969196919692, + -3.6911691169116914, + -3.6903690369036903, + -3.6895689568956893, + -3.6887688768876887, + -3.687968796879688, + -3.687168716871687, + -3.6863686368636865, + -3.6855685568556855, + -3.684768476847685, + -3.683968396839684, + -3.6831683168316833, + -3.6823682368236823, + -3.6815681568156817, + -3.6807680768076807, + -3.67996799679968, + -3.679167916791679, + -3.6783678367836785, + -3.6775677567756775, + -3.676767676767677, + -3.675967596759676, + -3.6751675167516753, + -3.6743674367436743, + -3.6735673567356737, + -3.6727672767276727, + -3.671967196719672, + -3.671167116711671, + -3.6703670367036705, + -3.6695669566956695, + -3.668766876687669, + -3.667966796679668, + -3.6671667166716673, + -3.6663666366636662, + -3.6655665566556657, + -3.6647664766476646, + -3.663966396639664, + -3.663166316631663, + -3.6623662366236625, + -3.6615661566156614, + -3.660766076607661, + -3.65996599659966, + -3.6591659165916592, + -3.658365836583658, + -3.6575657565756576, + -3.6567656765676566, + -3.655965596559656, + -3.655165516551655, + -3.6543654365436544, + -3.6535653565356534, + -3.652765276527653, + -3.651965196519652, + -3.651165116511651, + -3.65036503650365, + -3.6495649564956496, + -3.6487648764876486, + -3.647964796479648, + -3.647164716471647, + -3.6463646364636464, + -3.6455645564556454, + -3.644764476447645, + -3.6439643964396438, + -3.643164316431643, + -3.642364236423642, + -3.6415641564156416, + -3.640764076407641, + -3.63996399639964, + -3.639163916391639, + -3.6383638363836384, + -3.637563756375638, + -3.6367636763676368, + -3.6359635963596357, + -3.635163516351635, + -3.6343634363436346, + -3.6335633563356335, + -3.6327632763276325, + -3.631963196319632, + -3.6311631163116314, + -3.6303630363036303, + -3.6295629562956293, + -3.6287628762876287, + -3.627962796279628, + -3.627162716271627, + -3.6263626362636265, + -3.6255625562556255, + -3.624762476247625, + -3.623962396239624, + -3.6231623162316233, + -3.6223622362236223, + -3.6215621562156217, + -3.6207620762076207, + -3.61996199619962, + -3.619161916191619, + -3.6183618361836185, + -3.6175617561756175, + -3.616761676167617, + -3.615961596159616, + -3.6151615161516153, + -3.6143614361436143, + -3.6135613561356137, + -3.6127612761276127, + -3.611961196119612, + -3.611161116111611, + -3.6103610361036105, + -3.6095609560956095, + -3.608760876087609, + -3.607960796079608, + -3.6071607160716073, + -3.6063606360636062, + -3.6055605560556057, + -3.6047604760476046, + -3.603960396039604, + -3.603160316031603, + -3.6023602360236024, + -3.6015601560156014, + -3.600760076007601, + -3.5999599959996, + -3.5991599159915992, + -3.598359835983598, + -3.5975597559755976, + -3.5967596759675966, + -3.595959595959596, + -3.595159515951595, + -3.5943594359435944, + -3.5935593559355934, + -3.592759275927593, + -3.591959195919592, + -3.591159115911591, + -3.59035903590359, + -3.5895589558955896, + -3.5887588758875886, + -3.587958795879588, + -3.587158715871587, + -3.5863586358635864, + -3.5855585558555854, + -3.584758475847585, + -3.5839583958395838, + -3.583158315831583, + -3.582358235823582, + -3.5815581558155816, + -3.580758075807581, + -3.57995799579958, + -3.579157915791579, + -3.5783578357835784, + -3.5775577557755778, + -3.5767576757675767, + -3.5759575957595757, + -3.575157515751575, + -3.5743574357435746, + -3.5735573557355735, + -3.5727572757275725, + -3.571957195719572, + -3.5711571157115714, + -3.5703570357035703, + -3.5695569556955693, + -3.5687568756875687, + -3.567956795679568, + -3.567156715671567, + -3.5663566356635665, + -3.5655565556555655, + -3.564756475647565, + -3.563956395639564, + -3.5631563156315633, + -3.5623562356235623, + -3.5615561556155617, + -3.5607560756075607, + -3.55995599559956, + -3.559155915591559, + -3.5583558355835585, + -3.5575557555755575, + -3.556755675567557, + -3.555955595559556, + -3.5551555155515553, + -3.5543554355435543, + -3.5535553555355537, + -3.5527552755275527, + -3.551955195519552, + -3.551155115511551, + -3.5503550355035505, + -3.5495549554955494, + -3.548754875487549, + -3.547954795479548, + -3.5471547154715473, + -3.5463546354635462, + -3.5455545554555457, + -3.5447544754475446, + -3.543954395439544, + -3.543154315431543, + -3.5423542354235424, + -3.5415541554155414, + -3.540754075407541, + -3.53995399539954, + -3.5391539153915392, + -3.538353835383538, + -3.5375537553755376, + -3.5367536753675366, + -3.535953595359536, + -3.535153515351535, + -3.5343534353435344, + -3.5335533553355334, + -3.532753275327533, + -3.531953195319532, + -3.531153115311531, + -3.53035303530353, + -3.5295529552955296, + -3.5287528752875286, + -3.527952795279528, + -3.527152715271527, + -3.5263526352635264, + -3.5255525552555254, + -3.5247524752475248, + -3.5239523952395237, + -3.523152315231523, + -3.522352235223522, + -3.5215521552155216, + -3.520752075207521, + -3.51995199519952, + -3.519151915191519, + -3.5183518351835184, + -3.5175517551755178, + -3.5167516751675167, + -3.5159515951595157, + -3.515151515151515, + -3.5143514351435146, + -3.5135513551355135, + -3.5127512751275125, + -3.511951195119512, + -3.5111511151115113, + -3.5103510351035103, + -3.5095509550955093, + -3.5087508750875087, + -3.507950795079508, + -3.507150715071507, + -3.5063506350635065, + -3.5055505550555055, + -3.504750475047505, + -3.503950395039504, + -3.5031503150315033, + -3.5023502350235023, + -3.5015501550155017, + -3.5007500750075007, + -3.4999499949994997, + -3.499149914991499, + -3.4983498349834985, + -3.4975497549754975, + -3.496749674967497, + -3.495949594959496, + -3.4951495149514953, + -3.4943494349434943, + -3.4935493549354937, + -3.4927492749274927, + -3.491949194919492, + -3.491149114911491, + -3.4903490349034905, + -3.4895489548954894, + -3.488748874887489, + -3.487948794879488, + -3.4871487148714873, + -3.4863486348634862, + -3.4855485548554856, + -3.4847484748474846, + -3.483948394839484, + -3.483148314831483, + -3.4823482348234824, + -3.4815481548154814, + -3.480748074807481, + -3.47994799479948, + -3.4791479147914792, + -3.478347834783478, + -3.4775477547754776, + -3.4767476747674766, + -3.475947594759476, + -3.475147514751475, + -3.4743474347434744, + -3.4735473547354734, + -3.472747274727473, + -3.4719471947194718, + -3.471147114711471, + -3.47034703470347, + -3.4695469546954696, + -3.4687468746874686, + -3.467946794679468, + -3.4671467146714674, + -3.4663466346634664, + -3.4655465546554653, + -3.4647464746474648, + -3.463946394639464, + -3.463146314631463, + -3.462346234623462, + -3.4615461546154616, + -3.460746074607461, + -3.45994599459946, + -3.459145914591459, + -3.4583458345834583, + -3.4575457545754578, + -3.4567456745674567, + -3.4559455945594557, + -3.455145514551455, + -3.4543454345434546, + -3.4535453545354535, + -3.4527452745274525, + -3.451945194519452, + -3.4511451145114513, + -3.4503450345034503, + -3.4495449544954493, + -3.4487448744874487, + -3.447944794479448, + -3.447144714471447, + -3.446344634463446, + -3.4455445544554455, + -3.444744474447445, + -3.443944394439444, + -3.443144314431443, + -3.4423442344234423, + -3.4415441544154417, + -3.4407440744074407, + -3.4399439943994397, + -3.439143914391439, + -3.4383438343834385, + -3.4375437543754375, + -3.436743674367437, + -3.435943594359436, + -3.4351435143514353, + -3.4343434343434343, + -3.4335433543354337, + -3.4327432743274326, + -3.431943194319432, + -3.431143114311431, + -3.4303430343034305, + -3.4295429542954294, + -3.428742874287429, + -3.427942794279428, + -3.4271427142714272, + -3.4263426342634262, + -3.4255425542554256, + -3.4247424742474246, + -3.423942394239424, + -3.423142314231423, + -3.4223422342234224, + -3.4215421542154214, + -3.420742074207421, + -3.41994199419942, + -3.419141914191419, + -3.418341834183418, + -3.4175417541754176, + -3.4167416741674166, + -3.415941594159416, + -3.415141514151415, + -3.4143414341434144, + -3.4135413541354134, + -3.412741274127413, + -3.4119411941194118, + -3.411141114111411, + -3.41034103410341, + -3.4095409540954096, + -3.4087408740874086, + -3.407940794079408, + -3.4071407140714074, + -3.4063406340634064, + -3.4055405540554053, + -3.4047404740474048, + -3.403940394039404, + -3.403140314031403, + -3.402340234023402, + -3.4015401540154016, + -3.400740074007401, + -3.3999399939994, + -3.399139913991399, + -3.3983398339833983, + -3.3975397539753978, + -3.3967396739673967, + -3.3959395939593957, + -3.395139513951395, + -3.3943394339433945, + -3.3935393539353935, + -3.3927392739273925, + -3.391939193919392, + -3.3911391139113913, + -3.3903390339033903, + -3.3895389538953893, + -3.3887388738873887, + -3.387938793879388, + -3.387138713871387, + -3.386338633863386, + -3.3855385538553855, + -3.384738473847385, + -3.383938393839384, + -3.383138313831383, + -3.3823382338233823, + -3.3815381538153817, + -3.3807380738073807, + -3.3799379937993796, + -3.379137913791379, + -3.3783378337833785, + -3.3775377537753775, + -3.376737673767377, + -3.375937593759376, + -3.3751375137513753, + -3.3743374337433742, + -3.3735373537353737, + -3.3727372737273726, + -3.371937193719372, + -3.371137113711371, + -3.3703370337033705, + -3.3695369536953694, + -3.368736873687369, + -3.367936793679368, + -3.3671367136713672, + -3.366336633663366, + -3.3655365536553656, + -3.3647364736473646, + -3.363936393639364, + -3.363136313631363, + -3.3623362336233624, + -3.3615361536153614, + -3.360736073607361, + -3.35993599359936, + -3.359135913591359, + -3.358335833583358, + -3.3575357535753576, + -3.3567356735673566, + -3.355935593559356, + -3.355135513551355, + -3.3543354335433544, + -3.3535353535353534, + -3.352735273527353, + -3.3519351935193518, + -3.351135113511351, + -3.35033503350335, + -3.3495349534953496, + -3.3487348734873486, + -3.347934793479348, + -3.3471347134713474, + -3.3463346334633464, + -3.3455345534553453, + -3.3447344734473448, + -3.343934393439344, + -3.343134313431343, + -3.342334233423342, + -3.3415341534153415, + -3.340734073407341, + -3.33993399339934, + -3.339133913391339, + -3.3383338333833383, + -3.3375337533753378, + -3.3367336733673367, + -3.3359335933593357, + -3.335133513351335, + -3.3343334333433345, + -3.3335333533353335, + -3.3327332733273325, + -3.331933193319332, + -3.3311331133113313, + -3.3303330333033303, + -3.3295329532953293, + -3.3287328732873287, + -3.327932793279328, + -3.327132713271327, + -3.326332633263326, + -3.3255325532553255, + -3.324732473247325, + -3.323932393239324, + -3.323132313231323, + -3.3223322332233223, + -3.3215321532153217, + -3.3207320732073207, + -3.3199319931993196, + -3.319131913191319, + -3.3183318331833185, + -3.3175317531753175, + -3.316731673167317, + -3.315931593159316, + -3.3151315131513153, + -3.3143314331433142, + -3.3135313531353137, + -3.3127312731273126, + -3.311931193119312, + -3.311131113111311, + -3.3103310331033104, + -3.3095309530953094, + -3.308730873087309, + -3.307930793079308, + -3.3071307130713072, + -3.306330633063306, + -3.3055305530553056, + -3.3047304730473046, + -3.303930393039304, + -3.303130313031303, + -3.3023302330233024, + -3.3015301530153014, + -3.300730073007301, + -3.2999299929993, + -3.299129912991299, + -3.298329832983298, + -3.2975297529752976, + -3.2967296729672966, + -3.295929592959296, + -3.295129512951295, + -3.2943294329432944, + -3.2935293529352934, + -3.292729272927293, + -3.2919291929192918, + -3.291129112911291, + -3.29032903290329, + -3.2895289528952896, + -3.2887288728872885, + -3.287928792879288, + -3.287128712871287, + -3.2863286328632864, + -3.2855285528552853, + -3.2847284728472848, + -3.283928392839284, + -3.283128312831283, + -3.282328232823282, + -3.2815281528152815, + -3.280728072807281, + -3.27992799279928, + -3.279127912791279, + -3.2783278327832783, + -3.2775277527752777, + -3.2767276727672767, + -3.2759275927592757, + -3.275127512751275, + -3.2743274327432745, + -3.2735273527352735, + -3.2727272727272725, + -3.271927192719272, + -3.2711271127112713, + -3.2703270327032703, + -3.2695269526952693, + -3.2687268726872687, + -3.267926792679268, + -3.267126712671267, + -3.266326632663266, + -3.2655265526552655, + -3.264726472647265, + -3.263926392639264, + -3.263126312631263, + -3.2623262326232623, + -3.2615261526152617, + -3.2607260726072607, + -3.2599259925992596, + -3.259125912591259, + -3.2583258325832585, + -3.2575257525752574, + -3.2567256725672564, + -3.255925592559256, + -3.2551255125512553, + -3.2543254325432542, + -3.2535253525352537, + -3.2527252725272526, + -3.251925192519252, + -3.251125112511251, + -3.2503250325032504, + -3.2495249524952494, + -3.248724872487249, + -3.247924792479248, + -3.2471247124712472, + -3.246324632463246, + -3.2455245524552456, + -3.2447244724472446, + -3.243924392439244, + -3.243124312431243, + -3.2423242324232424, + -3.2415241524152414, + -3.240724072407241, + -3.23992399239924, + -3.239123912391239, + -3.238323832383238, + -3.2375237523752376, + -3.2367236723672366, + -3.235923592359236, + -3.235123512351235, + -3.2343234323432344, + -3.2335233523352334, + -3.2327232723272328, + -3.2319231923192318, + -3.231123112311231, + -3.23032303230323, + -3.2295229522952296, + -3.2287228722872285, + -3.227922792279228, + -3.227122712271227, + -3.2263226322632264, + -3.2255225522552253, + -3.2247224722472247, + -3.223922392239224, + -3.223122312231223, + -3.222322232223222, + -3.2215221522152215, + -3.220722072207221, + -3.21992199219922, + -3.219121912191219, + -3.2183218321832183, + -3.2175217521752177, + -3.2167216721672167, + -3.2159215921592157, + -3.215121512151215, + -3.2143214321432145, + -3.2135213521352135, + -3.2127212721272125, + -3.211921192119212, + -3.2111211121112113, + -3.2103210321032103, + -3.2095209520952093, + -3.2087208720872087, + -3.207920792079208, + -3.207120712071207, + -3.206320632063206, + -3.2055205520552055, + -3.204720472047205, + -3.203920392039204, + -3.203120312031203, + -3.2023202320232023, + -3.2015201520152017, + -3.2007200720072007, + -3.1999199919991996, + -3.199119911991199, + -3.1983198319831985, + -3.1975197519751974, + -3.1967196719671964, + -3.195919591959196, + -3.1951195119511953, + -3.1943194319431942, + -3.1935193519351937, + -3.1927192719271926, + -3.191919191919192, + -3.191119111911191, + -3.1903190319031904, + -3.1895189518951894, + -3.188718871887189, + -3.187918791879188, + -3.1871187118711872, + -3.186318631863186, + -3.1855185518551856, + -3.1847184718471846, + -3.183918391839184, + -3.183118311831183, + -3.1823182318231824, + -3.1815181518151814, + -3.180718071807181, + -3.1799179917991798, + -3.179117911791179, + -3.178317831783178, + -3.1775177517751776, + -3.1767176717671766, + -3.175917591759176, + -3.175117511751175, + -3.1743174317431744, + -3.1735173517351734, + -3.1727172717271728, + -3.1719171917191717, + -3.171117111711171, + -3.17031703170317, + -3.1695169516951696, + -3.1687168716871685, + -3.167916791679168, + -3.167116711671167, + -3.1663166316631663, + -3.1655165516551653, + -3.1647164716471647, + -3.163916391639164, + -3.163116311631163, + -3.162316231623162, + -3.1615161516151615, + -3.160716071607161, + -3.15991599159916, + -3.159115911591159, + -3.1583158315831583, + -3.1575157515751577, + -3.1567156715671567, + -3.1559155915591557, + -3.155115511551155, + -3.1543154315431545, + -3.1535153515351535, + -3.1527152715271525, + -3.151915191519152, + -3.1511151115111513, + -3.1503150315031503, + -3.1495149514951493, + -3.1487148714871487, + -3.147914791479148, + -3.147114711471147, + -3.146314631463146, + -3.1455145514551455, + -3.144714471447145, + -3.143914391439144, + -3.143114311431143, + -3.1423142314231423, + -3.1415141514151417, + -3.1407140714071407, + -3.1399139913991396, + -3.139113911391139, + -3.1383138313831385, + -3.1375137513751374, + -3.1367136713671364, + -3.135913591359136, + -3.1351135113511353, + -3.1343134313431342, + -3.1335133513351336, + -3.1327132713271326, + -3.131913191319132, + -3.131113111311131, + -3.1303130313031304, + -3.1295129512951294, + -3.128712871287129, + -3.127912791279128, + -3.127112711271127, + -3.126312631263126, + -3.1255125512551256, + -3.1247124712471246, + -3.123912391239124, + -3.123112311231123, + -3.1223122312231224, + -3.1215121512151214, + -3.120712071207121, + -3.1199119911991198, + -3.119111911191119, + -3.118311831183118, + -3.1175117511751176, + -3.1167116711671166, + -3.115911591159116, + -3.115111511151115, + -3.1143114311431144, + -3.1135113511351133, + -3.1127112711271128, + -3.1119111911191117, + -3.111111111111111, + -3.11031103110311, + -3.1095109510951096, + -3.1087108710871085, + -3.107910791079108, + -3.107110711071107, + -3.1063106310631063, + -3.1055105510551053, + -3.1047104710471047, + -3.103910391039104, + -3.103110311031103, + -3.102310231023102, + -3.1015101510151015, + -3.100710071007101, + -3.0999099909991, + -3.099109910991099, + -3.0983098309830983, + -3.0975097509750977, + -3.0967096709670967, + -3.0959095909590957, + -3.095109510951095, + -3.0943094309430945, + -3.0935093509350935, + -3.0927092709270925, + -3.091909190919092, + -3.0911091109110913, + -3.0903090309030903, + -3.0895089508950893, + -3.0887088708870887, + -3.087908790879088, + -3.087108710871087, + -3.086308630863086, + -3.0855085508550855, + -3.084708470847085, + -3.083908390839084, + -3.083108310831083, + -3.0823082308230823, + -3.0815081508150817, + -3.0807080708070806, + -3.0799079907990796, + -3.079107910791079, + -3.0783078307830785, + -3.0775077507750774, + -3.0767076707670764, + -3.075907590759076, + -3.0751075107510752, + -3.074307430743074, + -3.0735073507350736, + -3.0727072707270726, + -3.071907190719072, + -3.071107110711071, + -3.0703070307030704, + -3.0695069506950694, + -3.068706870687069, + -3.067906790679068, + -3.067106710671067, + -3.066306630663066, + -3.0655065506550656, + -3.0647064706470646, + -3.063906390639064, + -3.063106310631063, + -3.0623062306230624, + -3.0615061506150614, + -3.060706070607061, + -3.0599059905990598, + -3.059105910591059, + -3.058305830583058, + -3.0575057505750576, + -3.0567056705670566, + -3.055905590559056, + -3.055105510551055, + -3.0543054305430544, + -3.0535053505350533, + -3.0527052705270528, + -3.0519051905190517, + -3.051105110511051, + -3.05030503050305, + -3.0495049504950495, + -3.0487048704870485, + -3.047904790479048, + -3.047104710471047, + -3.0463046304630463, + -3.0455045504550453, + -3.0447044704470447, + -3.043904390439044, + -3.043104310431043, + -3.042304230423042, + -3.0415041504150415, + -3.040704070407041, + -3.03990399039904, + -3.039103910391039, + -3.0383038303830383, + -3.0375037503750377, + -3.0367036703670367, + -3.0359035903590357, + -3.035103510351035, + -3.0343034303430345, + -3.0335033503350335, + -3.0327032703270325, + -3.031903190319032, + -3.0311031103110313, + -3.0303030303030303, + -3.0295029502950293, + -3.0287028702870287, + -3.027902790279028, + -3.027102710271027, + -3.026302630263026, + -3.0255025502550255, + -3.024702470247025, + -3.023902390239024, + -3.023102310231023, + -3.0223022302230222, + -3.0215021502150217, + -3.0207020702070206, + -3.0199019901990196, + -3.019101910191019, + -3.0183018301830185, + -3.0175017501750174, + -3.0167016701670164, + -3.015901590159016, + -3.0151015101510152, + -3.014301430143014, + -3.0135013501350136, + -3.0127012701270126, + -3.011901190119012, + -3.011101110111011, + -3.0103010301030104, + -3.0095009500950094, + -3.008700870087009, + -3.007900790079008, + -3.007100710071007, + -3.006300630063006, + -3.0055005500550056, + -3.0047004700470046, + -3.003900390039004, + -3.003100310031003, + -3.0023002300230024, + -3.0015001500150014, + -3.000700070007001, + -2.9998999899989998, + -2.999099909990999, + -2.998299829982998, + -2.9974997499749976, + -2.996699669966997, + -2.995899589958996, + -2.995099509950995, + -2.9942994299429944, + -2.993499349934994, + -2.9926992699269928, + -2.9918991899189917, + -2.991099109910991, + -2.9902990299029906, + -2.9894989498949895, + -2.9886988698869885, + -2.987898789878988, + -2.9870987098709874, + -2.9862986298629863, + -2.9854985498549853, + -2.9846984698469847, + -2.983898389838984, + -2.983098309830983, + -2.982298229822982, + -2.9814981498149815, + -2.980698069806981, + -2.97989798979898, + -2.979097909790979, + -2.9782978297829783, + -2.9774977497749777, + -2.9766976697669767, + -2.9758975897589757, + -2.975097509750975, + -2.9742974297429745, + -2.9734973497349735, + -2.9726972697269725, + -2.971897189718972, + -2.9710971097109713, + -2.9702970297029703, + -2.9694969496949692, + -2.9686968696869687, + -2.967896789678968, + -2.967096709670967, + -2.966296629662966, + -2.9654965496549655, + -2.964696469646965, + -2.963896389638964, + -2.963096309630963, + -2.9622962296229622, + -2.9614961496149617, + -2.9606960696069606, + -2.9598959895989596, + -2.959095909590959, + -2.9582958295829584, + -2.9574957495749574, + -2.9566956695669564, + -2.955895589558956, + -2.9550955095509552, + -2.954295429542954, + -2.953495349534953, + -2.9526952695269526, + -2.951895189518952, + -2.951095109510951, + -2.95029502950295, + -2.9494949494949494, + -2.948694869486949, + -2.947894789478948, + -2.9470947094709468, + -2.946294629462946, + -2.9454945494549456, + -2.9446944694469446, + -2.9438943894389435, + -2.943094309430943, + -2.9422942294229424, + -2.9414941494149414, + -2.9406940694069403, + -2.9398939893989398, + -2.939093909390939, + -2.938293829382938, + -2.9374937493749376, + -2.936693669366937, + -2.935893589358936, + -2.935093509350935, + -2.9342934293429344, + -2.9334933493349338, + -2.9326932693269328, + -2.9318931893189317, + -2.931093109310931, + -2.9302930293029306, + -2.9294929492949295, + -2.9286928692869285, + -2.927892789278928, + -2.9270927092709274, + -2.9262926292629263, + -2.9254925492549253, + -2.9246924692469247, + -2.923892389238924, + -2.923092309230923, + -2.922292229222922, + -2.9214921492149215, + -2.920692069206921, + -2.91989198919892, + -2.919091909190919, + -2.9182918291829183, + -2.9174917491749177, + -2.9166916691669167, + -2.9158915891589157, + -2.915091509150915, + -2.9142914291429145, + -2.9134913491349135, + -2.9126912691269125, + -2.911891189118912, + -2.9110911091109113, + -2.9102910291029103, + -2.9094909490949092, + -2.9086908690869087, + -2.907890789078908, + -2.907090709070907, + -2.906290629062906, + -2.9054905490549054, + -2.904690469046905, + -2.903890389038904, + -2.903090309030903, + -2.9022902290229022, + -2.9014901490149017, + -2.9006900690069006, + -2.8998899889988996, + -2.899089908990899, + -2.8982898289828984, + -2.8974897489748974, + -2.8966896689668964, + -2.895889588958896, + -2.8950895089508952, + -2.894289428942894, + -2.893489348934893, + -2.8926892689268926, + -2.891889188918892, + -2.891089108910891, + -2.89028902890289, + -2.8894889488948894, + -2.888688868886889, + -2.887888788878888, + -2.8870887088708868, + -2.886288628862886, + -2.8854885488548856, + -2.8846884688468846, + -2.8838883888388835, + -2.883088308830883, + -2.8822882288228824, + -2.8814881488148814, + -2.8806880688068803, + -2.8798879887988797, + -2.879087908790879, + -2.878287828782878, + -2.877487748774877, + -2.876687668766877, + -2.875887588758876, + -2.875087508750875, + -2.8742874287428744, + -2.8734873487348738, + -2.8726872687268727, + -2.8718871887188717, + -2.871087108710871, + -2.8702870287028706, + -2.8694869486948695, + -2.8686868686868685, + -2.867886788678868, + -2.8670867086708673, + -2.8662866286628663, + -2.8654865486548653, + -2.8646864686468647, + -2.863886388638864, + -2.863086308630863, + -2.862286228622862, + -2.8614861486148615, + -2.860686068606861, + -2.85988598859886, + -2.859085908590859, + -2.8582858285828583, + -2.8574857485748577, + -2.8566856685668567, + -2.8558855885588557, + -2.855085508550855, + -2.8542854285428545, + -2.8534853485348535, + -2.8526852685268524, + -2.851885188518852, + -2.8510851085108513, + -2.8502850285028503, + -2.8494849484948492, + -2.8486848684868487, + -2.847884788478848, + -2.847084708470847, + -2.846284628462846, + -2.8454845484548454, + -2.844684468446845, + -2.843884388438844, + -2.843084308430843, + -2.8422842284228422, + -2.8414841484148416, + -2.8406840684068406, + -2.8398839883988396, + -2.839083908390839, + -2.8382838283828384, + -2.8374837483748374, + -2.8366836683668364, + -2.835883588358836, + -2.8350835083508352, + -2.834283428342834, + -2.833483348334833, + -2.8326832683268326, + -2.831883188318832, + -2.831083108310831, + -2.83028302830283, + -2.8294829482948294, + -2.828682868286829, + -2.8278827882788278, + -2.8270827082708267, + -2.826282628262826, + -2.8254825482548256, + -2.8246824682468246, + -2.8238823882388235, + -2.823082308230823, + -2.8222822282228224, + -2.8214821482148214, + -2.8206820682068203, + -2.8198819881988197, + -2.819081908190819, + -2.818281828182818, + -2.817481748174817, + -2.8166816681668165, + -2.815881588158816, + -2.815081508150815, + -2.8142814281428143, + -2.8134813481348138, + -2.8126812681268127, + -2.8118811881188117, + -2.811081108110811, + -2.8102810281028106, + -2.8094809480948095, + -2.8086808680868085, + -2.807880788078808, + -2.8070807080708073, + -2.8062806280628063, + -2.8054805480548053, + -2.8046804680468047, + -2.803880388038804, + -2.803080308030803, + -2.802280228022802, + -2.8014801480148015, + -2.800680068006801, + -2.7998799879988, + -2.799079907990799, + -2.7982798279827983, + -2.7974797479747977, + -2.7966796679667967, + -2.7958795879587957, + -2.795079507950795, + -2.7942794279427945, + -2.7934793479347935, + -2.7926792679267924, + -2.791879187918792, + -2.7910791079107913, + -2.7902790279027903, + -2.7894789478947892, + -2.7886788678867886, + -2.787878787878788, + -2.787078707870787, + -2.786278627862786, + -2.7854785478547854, + -2.784678467846785, + -2.783878387838784, + -2.783078307830783, + -2.7822782278227822, + -2.7814781478147816, + -2.7806780678067806, + -2.7798779877987796, + -2.779077907790779, + -2.7782778277827784, + -2.7774777477747774, + -2.7766776677667764, + -2.775877587758776, + -2.775077507750775, + -2.774277427742774, + -2.773477347734773, + -2.7726772677267726, + -2.771877187718772, + -2.771077107710771, + -2.77027702770277, + -2.7694769476947694, + -2.768676867686769, + -2.7678767876787678, + -2.7670767076707667, + -2.766276627662766, + -2.7654765476547656, + -2.7646764676467646, + -2.7638763876387635, + -2.763076307630763, + -2.7622762276227624, + -2.7614761476147613, + -2.7606760676067603, + -2.7598759875987597, + -2.759075907590759, + -2.758275827582758, + -2.757475747574757, + -2.7566756675667565, + -2.755875587558756, + -2.755075507550755, + -2.7542754275427543, + -2.7534753475347538, + -2.7526752675267527, + -2.7518751875187517, + -2.751075107510751, + -2.7502750275027505, + -2.7494749474947495, + -2.7486748674867485, + -2.747874787478748, + -2.7470747074707473, + -2.7462746274627463, + -2.7454745474547453, + -2.7446744674467447, + -2.743874387438744, + -2.743074307430743, + -2.742274227422742, + -2.7414741474147415, + -2.740674067406741, + -2.73987398739874, + -2.739073907390739, + -2.7382738273827383, + -2.7374737473747377, + -2.7366736673667367, + -2.7358735873587356, + -2.735073507350735, + -2.7342734273427345, + -2.7334733473347335, + -2.7326732673267324, + -2.731873187318732, + -2.7310731073107313, + -2.7302730273027302, + -2.7294729472947292, + -2.7286728672867286, + -2.727872787278728, + -2.727072707270727, + -2.726272627262726, + -2.7254725472547254, + -2.724672467246725, + -2.723872387238724, + -2.723072307230723, + -2.722272227222722, + -2.7214721472147216, + -2.7206720672067206, + -2.7198719871987196, + -2.719071907190719, + -2.7182718271827184, + -2.7174717471747174, + -2.7166716671667164, + -2.715871587158716, + -2.715071507150715, + -2.714271427142714, + -2.713471347134713, + -2.7126712671267126, + -2.711871187118712, + -2.711071107110711, + -2.71027102710271, + -2.7094709470947094, + -2.708670867086709, + -2.7078707870787078, + -2.7070707070707067, + -2.706270627062706, + -2.7054705470547056, + -2.7046704670467046, + -2.7038703870387035, + -2.703070307030703, + -2.7022702270227024, + -2.7014701470147013, + -2.7006700670067003, + -2.6998699869986997, + -2.699069906990699, + -2.698269826982698, + -2.697469746974697, + -2.6966696669666965, + -2.695869586958696, + -2.695069506950695, + -2.6942694269426943, + -2.6934693469346938, + -2.6926692669266927, + -2.6918691869186917, + -2.691069106910691, + -2.6902690269026905, + -2.6894689468946895, + -2.6886688668866885, + -2.687868786878688, + -2.6870687068706873, + -2.6862686268626863, + -2.6854685468546853, + -2.6846684668466847, + -2.683868386838684, + -2.683068306830683, + -2.682268226822682, + -2.6814681468146815, + -2.680668066806681, + -2.67986798679868, + -2.679067906790679, + -2.6782678267826783, + -2.6774677467746777, + -2.6766676667666767, + -2.6758675867586756, + -2.675067506750675, + -2.6742674267426745, + -2.6734673467346735, + -2.6726672667266724, + -2.671867186718672, + -2.6710671067106713, + -2.6702670267026702, + -2.669466946694669, + -2.6686668666866686, + -2.667866786678668, + -2.667066706670667, + -2.666266626662666, + -2.6654665466546654, + -2.664666466646665, + -2.663866386638664, + -2.663066306630663, + -2.662266226622662, + -2.6614661466146616, + -2.6606660666066606, + -2.6598659865986596, + -2.659065906590659, + -2.6582658265826584, + -2.6574657465746574, + -2.6566656665666564, + -2.655865586558656, + -2.655065506550655, + -2.654265426542654, + -2.653465346534653, + -2.6526652665266526, + -2.651865186518652, + -2.651065106510651, + -2.65026502650265, + -2.6494649464946494, + -2.648664866486649, + -2.6478647864786478, + -2.6470647064706467, + -2.646264626462646, + -2.6454645464546456, + -2.6446644664466445, + -2.6438643864386435, + -2.643064306430643, + -2.6422642264226424, + -2.6414641464146413, + -2.6406640664066403, + -2.6398639863986397, + -2.639063906390639, + -2.638263826382638, + -2.637463746374637, + -2.6366636663666365, + -2.635863586358636, + -2.635063506350635, + -2.6342634263426343, + -2.6334633463346337, + -2.6326632663266327, + -2.6318631863186317, + -2.631063106310631, + -2.6302630263026305, + -2.6294629462946295, + -2.6286628662866285, + -2.627862786278628, + -2.6270627062706273, + -2.6262626262626263, + -2.6254625462546253, + -2.6246624662466247, + -2.623862386238624, + -2.623062306230623, + -2.622262226222622, + -2.6214621462146215, + -2.620662066206621, + -2.61986198619862, + -2.619061906190619, + -2.6182618261826183, + -2.6174617461746177, + -2.6166616661666167, + -2.6158615861586156, + -2.615061506150615, + -2.6142614261426145, + -2.6134613461346134, + -2.6126612661266124, + -2.611861186118612, + -2.6110611061106113, + -2.6102610261026102, + -2.609460946094609, + -2.6086608660866086, + -2.607860786078608, + -2.607060706070607, + -2.606260626062606, + -2.6054605460546054, + -2.604660466046605, + -2.603860386038604, + -2.603060306030603, + -2.602260226022602, + -2.6014601460146016, + -2.6006600660066006, + -2.5998599859985996, + -2.599059905990599, + -2.5982598259825984, + -2.5974597459745974, + -2.5966596659665964, + -2.595859585958596, + -2.595059505950595, + -2.594259425942594, + -2.593459345934593, + -2.5926592659265926, + -2.591859185918592, + -2.591059105910591, + -2.59025902590259, + -2.5894589458945894, + -2.588658865886589, + -2.5878587858785878, + -2.5870587058705867, + -2.586258625862586, + -2.5854585458545856, + -2.5846584658465845, + -2.5838583858385835, + -2.583058305830583, + -2.5822582258225824, + -2.5814581458145813, + -2.5806580658065803, + -2.5798579857985797, + -2.579057905790579, + -2.578257825782578, + -2.577457745774577, + -2.5766576657665765, + -2.575857585758576, + -2.575057505750575, + -2.574257425742574, + -2.5734573457345737, + -2.5726572657265727, + -2.5718571857185717, + -2.571057105710571, + -2.5702570257025705, + -2.5694569456945695, + -2.5686568656865685, + -2.567856785678568, + -2.5670567056705673, + -2.5662566256625663, + -2.5654565456545653, + -2.5646564656465647, + -2.563856385638564, + -2.563056305630563, + -2.562256225622562, + -2.5614561456145615, + -2.560656065606561, + -2.55985598559856, + -2.559055905590559, + -2.5582558255825583, + -2.5574557455745577, + -2.5566556655665567, + -2.5558555855585556, + -2.555055505550555, + -2.5542554255425545, + -2.5534553455345534, + -2.5526552655265524, + -2.551855185518552, + -2.5510551055105513, + -2.5502550255025502, + -2.549454945494549, + -2.5486548654865486, + -2.547854785478548, + -2.547054705470547, + -2.546254625462546, + -2.5454545454545454, + -2.544654465446545, + -2.543854385438544, + -2.543054305430543, + -2.542254225422542, + -2.5414541454145416, + -2.5406540654065406, + -2.5398539853985396, + -2.539053905390539, + -2.5382538253825384, + -2.5374537453745374, + -2.5366536653665364, + -2.5358535853585358, + -2.535053505350535, + -2.534253425342534, + -2.533453345334533, + -2.5326532653265326, + -2.531853185318532, + -2.531053105310531, + -2.53025302530253, + -2.5294529452945294, + -2.5286528652865288, + -2.5278527852785277, + -2.5270527052705267, + -2.526252625262526, + -2.5254525452545256, + -2.5246524652465245, + -2.5238523852385235, + -2.523052305230523, + -2.5222522252225223, + -2.5214521452145213, + -2.5206520652065203, + -2.5198519851985197, + -2.519051905190519, + -2.518251825182518, + -2.517451745174517, + -2.5166516651665165, + -2.515851585158516, + -2.515051505150515, + -2.514251425142514, + -2.5134513451345133, + -2.5126512651265127, + -2.5118511851185117, + -2.511051105110511, + -2.5102510251025105, + -2.5094509450945095, + -2.5086508650865085, + -2.507850785078508, + -2.5070507050705073, + -2.5062506250625063, + -2.5054505450545053, + -2.5046504650465047, + -2.503850385038504, + -2.503050305030503, + -2.502250225022502, + -2.5014501450145015, + -2.500650065006501, + -2.4998499849985, + -2.499049904990499, + -2.4982498249824983, + -2.4974497449744977, + -2.4966496649664967, + -2.4958495849584956, + -2.495049504950495, + -2.4942494249424945, + -2.4934493449344934, + -2.4926492649264924, + -2.491849184918492, + -2.4910491049104913, + -2.4902490249024902, + -2.489448944894489, + -2.4886488648864886, + -2.487848784878488, + -2.487048704870487, + -2.486248624862486, + -2.4854485448544854, + -2.484648464846485, + -2.483848384838484, + -2.4830483048304828, + -2.482248224822482, + -2.4814481448144816, + -2.4806480648064806, + -2.4798479847984796, + -2.479047904790479, + -2.4782478247824784, + -2.4774477447744774, + -2.4766476647664764, + -2.4758475847584758, + -2.475047504750475, + -2.474247424742474, + -2.473447344734473, + -2.4726472647264726, + -2.471847184718472, + -2.471047104710471, + -2.47024702470247, + -2.4694469446944693, + -2.4686468646864688, + -2.4678467846784677, + -2.4670467046704667, + -2.466246624662466, + -2.4654465446544656, + -2.4646464646464645, + -2.4638463846384635, + -2.463046304630463, + -2.4622462246224623, + -2.4614461446144613, + -2.4606460646064603, + -2.4598459845984597, + -2.459045904590459, + -2.458245824582458, + -2.457445744574457, + -2.4566456645664565, + -2.455845584558456, + -2.455045504550455, + -2.454245424542454, + -2.4534453445344533, + -2.4526452645264527, + -2.4518451845184517, + -2.451045104510451, + -2.4502450245024505, + -2.4494449444944495, + -2.4486448644864485, + -2.447844784478448, + -2.4470447044704473, + -2.4462446244624463, + -2.4454445444544453, + -2.4446444644464447, + -2.443844384438444, + -2.443044304430443, + -2.442244224422442, + -2.4414441444144415, + -2.440644064406441, + -2.43984398439844, + -2.439043904390439, + -2.4382438243824383, + -2.4374437443744377, + -2.4366436643664366, + -2.4358435843584356, + -2.435043504350435, + -2.4342434243424345, + -2.4334433443344334, + -2.4326432643264324, + -2.431843184318432, + -2.4310431043104312, + -2.43024302430243, + -2.429442944294429, + -2.4286428642864286, + -2.427842784278428, + -2.427042704270427, + -2.426242624262426, + -2.4254425442544254, + -2.424642464246425, + -2.423842384238424, + -2.4230423042304228, + -2.422242224222422, + -2.4214421442144216, + -2.4206420642064206, + -2.4198419841984196, + -2.419041904190419, + -2.4182418241824184, + -2.4174417441744174, + -2.4166416641664163, + -2.4158415841584158, + -2.415041504150415, + -2.414241424142414, + -2.413441344134413, + -2.4126412641264126, + -2.411841184118412, + -2.411041104110411, + -2.41024102410241, + -2.4094409440944093, + -2.4086408640864088, + -2.4078407840784077, + -2.4070407040704067, + -2.406240624062406, + -2.4054405440544055, + -2.4046404640464045, + -2.4038403840384035, + -2.403040304030403, + -2.4022402240224023, + -2.4014401440144013, + -2.4006400640064003, + -2.3998399839983997, + -2.399039903990399, + -2.398239823982398, + -2.397439743974397, + -2.3966396639663965, + -2.395839583958396, + -2.395039503950395, + -2.394239423942394, + -2.3934393439343933, + -2.3926392639263927, + -2.3918391839183917, + -2.391039103910391, + -2.3902390239023905, + -2.3894389438943895, + -2.3886388638863885, + -2.387838783878388, + -2.3870387038703873, + -2.3862386238623863, + -2.3854385438543853, + -2.3846384638463847, + -2.383838383838384, + -2.383038303830383, + -2.382238223822382, + -2.3814381438143815, + -2.380638063806381, + -2.37983798379838, + -2.379037903790379, + -2.3782378237823782, + -2.3774377437743777, + -2.3766376637663766, + -2.3758375837583756, + -2.375037503750375, + -2.3742374237423745, + -2.3734373437343734, + -2.3726372637263724, + -2.371837183718372, + -2.3710371037103712, + -2.37023702370237, + -2.369436943694369, + -2.3686368636863686, + -2.367836783678368, + -2.367036703670367, + -2.366236623662366, + -2.3654365436543654, + -2.364636463646365, + -2.363836383638364, + -2.3630363036303628, + -2.362236223622362, + -2.3614361436143616, + -2.3606360636063606, + -2.3598359835983596, + -2.359035903590359, + -2.3582358235823584, + -2.3574357435743574, + -2.3566356635663563, + -2.3558355835583558, + -2.355035503550355, + -2.354235423542354, + -2.353435343534353, + -2.3526352635263525, + -2.351835183518352, + -2.351035103510351, + -2.35023502350235, + -2.3494349434943493, + -2.3486348634863488, + -2.3478347834783477, + -2.3470347034703467, + -2.346234623462346, + -2.3454345434543455, + -2.3446344634463445, + -2.3438343834383435, + -2.343034303430343, + -2.3422342234223423, + -2.3414341434143413, + -2.3406340634063403, + -2.3398339833983397, + -2.339033903390339, + -2.338233823382338, + -2.337433743374337, + -2.3366336633663365, + -2.335833583358336, + -2.335033503350335, + -2.334233423342334, + -2.3334333433343333, + -2.3326332633263327, + -2.3318331833183317, + -2.331033103310331, + -2.3302330233023305, + -2.3294329432943295, + -2.3286328632863285, + -2.327832783278328, + -2.3270327032703273, + -2.3262326232623263, + -2.3254325432543252, + -2.3246324632463247, + -2.323832383238324, + -2.323032303230323, + -2.322232223222322, + -2.3214321432143215, + -2.320632063206321, + -2.31983198319832, + -2.319031903190319, + -2.3182318231823182, + -2.3174317431743177, + -2.3166316631663166, + -2.3158315831583156, + -2.315031503150315, + -2.3142314231423144, + -2.3134313431343134, + -2.3126312631263124, + -2.311831183118312, + -2.3110311031103112, + -2.31023102310231, + -2.309430943094309, + -2.3086308630863086, + -2.307830783078308, + -2.307030703070307, + -2.306230623062306, + -2.3054305430543054, + -2.304630463046305, + -2.303830383038304, + -2.3030303030303028, + -2.302230223022302, + -2.3014301430143016, + -2.3006300630063006, + -2.2998299829982995, + -2.299029902990299, + -2.2982298229822984, + -2.2974297429742974, + -2.2966296629662963, + -2.2958295829582958, + -2.295029502950295, + -2.294229422942294, + -2.293429342934293, + -2.2926292629262925, + -2.291829182918292, + -2.291029102910291, + -2.29022902290229, + -2.2894289428942893, + -2.2886288628862888, + -2.2878287828782877, + -2.2870287028702867, + -2.286228622862286, + -2.2854285428542855, + -2.2846284628462845, + -2.2838283828382835, + -2.283028302830283, + -2.2822282228222823, + -2.2814281428142813, + -2.2806280628062803, + -2.2798279827982797, + -2.279027902790279, + -2.278227822782278, + -2.277427742774277, + -2.2766276627662765, + -2.275827582758276, + -2.275027502750275, + -2.274227422742274, + -2.2734273427342733, + -2.2726272627262727, + -2.2718271827182717, + -2.2710271027102706, + -2.2702270227022705, + -2.2694269426942695, + -2.2686268626862685, + -2.267826782678268, + -2.2670267026702673, + -2.2662266226622663, + -2.2654265426542652, + -2.2646264626462647, + -2.263826382638264, + -2.263026302630263, + -2.262226222622262, + -2.2614261426142614, + -2.260626062606261, + -2.25982598259826, + -2.259025902590259, + -2.2582258225822582, + -2.2574257425742577, + -2.2566256625662566, + -2.2558255825582556, + -2.255025502550255, + -2.2542254225422544, + -2.2534253425342534, + -2.2526252625262524, + -2.251825182518252, + -2.2510251025102512, + -2.25022502250225, + -2.249424942494249, + -2.2486248624862486, + -2.247824782478248, + -2.247024702470247, + -2.246224622462246, + -2.2454245424542454, + -2.244624462446245, + -2.243824382438244, + -2.2430243024302428, + -2.242224222422242, + -2.2414241424142416, + -2.2406240624062406, + -2.2398239823982395, + -2.239023902390239, + -2.2382238223822384, + -2.2374237423742374, + -2.2366236623662363, + -2.2358235823582358, + -2.235023502350235, + -2.234223422342234, + -2.233423342334233, + -2.2326232623262325, + -2.231823182318232, + -2.231023102310231, + -2.23022302230223, + -2.2294229422942293, + -2.2286228622862287, + -2.2278227822782277, + -2.2270227022702267, + -2.226222622262226, + -2.2254225422542255, + -2.2246224622462245, + -2.2238223822382235, + -2.223022302230223, + -2.2222222222222223, + -2.2214221422142213, + -2.2206220622062203, + -2.2198219821982197, + -2.219021902190219, + -2.218221822182218, + -2.217421742174217, + -2.2166216621662165, + -2.215821582158216, + -2.215021502150215, + -2.214221422142214, + -2.2134213421342133, + -2.2126212621262127, + -2.2118211821182117, + -2.2110211021102106, + -2.21022102210221, + -2.2094209420942095, + -2.2086208620862084, + -2.207820782078208, + -2.2070207020702073, + -2.2062206220622063, + -2.2054205420542052, + -2.2046204620462047, + -2.203820382038204, + -2.203020302030203, + -2.202220222022202, + -2.2014201420142014, + -2.200620062006201, + -2.1998199819982, + -2.199019901990199, + -2.1982198219821982, + -2.1974197419741976, + -2.1966196619661966, + -2.1958195819581956, + -2.195019501950195, + -2.1942194219421944, + -2.1934193419341934, + -2.1926192619261924, + -2.191819181918192, + -2.1910191019101912, + -2.19021902190219, + -2.189418941894189, + -2.1886188618861886, + -2.187818781878188, + -2.187018701870187, + -2.186218621862186, + -2.1854185418541854, + -2.184618461846185, + -2.1838183818381838, + -2.1830183018301828, + -2.182218221822182, + -2.1814181418141816, + -2.1806180618061806, + -2.1798179817981795, + -2.179017901790179, + -2.1782178217821784, + -2.1774177417741774, + -2.1766176617661763, + -2.1758175817581757, + -2.175017501750175, + -2.174217421742174, + -2.173417341734173, + -2.1726172617261725, + -2.171817181718172, + -2.171017101710171, + -2.17021702170217, + -2.1694169416941693, + -2.1686168616861687, + -2.1678167816781677, + -2.1670167016701667, + -2.166216621662166, + -2.1654165416541655, + -2.1646164616461645, + -2.1638163816381635, + -2.163016301630163, + -2.1622162216221623, + -2.1614161416141613, + -2.1606160616061603, + -2.1598159815981597, + -2.159015901590159, + -2.158215821582158, + -2.157415741574157, + -2.1566156615661565, + -2.155815581558156, + -2.155015501550155, + -2.154215421542154, + -2.1534153415341533, + -2.1526152615261527, + -2.1518151815181517, + -2.1510151015101506, + -2.15021502150215, + -2.1494149414941495, + -2.1486148614861484, + -2.147814781478148, + -2.1470147014701473, + -2.1462146214621463, + -2.1454145414541452, + -2.1446144614461446, + -2.143814381438144, + -2.143014301430143, + -2.142214221422142, + -2.1414141414141414, + -2.140614061406141, + -2.13981398139814, + -2.139013901390139, + -2.1382138213821382, + -2.1374137413741376, + -2.1366136613661366, + -2.1358135813581356, + -2.135013501350135, + -2.1342134213421344, + -2.1334133413341334, + -2.1326132613261324, + -2.131813181318132, + -2.131013101310131, + -2.13021302130213, + -2.129412941294129, + -2.1286128612861286, + -2.127812781278128, + -2.127012701270127, + -2.126212621262126, + -2.1254125412541254, + -2.124612461246125, + -2.1238123812381238, + -2.1230123012301227, + -2.122212221222122, + -2.1214121412141216, + -2.1206120612061206, + -2.1198119811981195, + -2.119011901190119, + -2.1182118211821184, + -2.1174117411741173, + -2.1166116611661163, + -2.1158115811581157, + -2.115011501150115, + -2.114211421142114, + -2.113411341134113, + -2.1126112611261125, + -2.111811181118112, + -2.111011101110111, + -2.11021102110211, + -2.1094109410941093, + -2.1086108610861087, + -2.1078107810781077, + -2.1070107010701067, + -2.106210621062106, + -2.1054105410541055, + -2.1046104610461045, + -2.1038103810381035, + -2.103010301030103, + -2.1022102210221023, + -2.1014101410141013, + -2.1006100610061003, + -2.0998099809980997, + -2.099009900990099, + -2.098209820982098, + -2.097409740974097, + -2.0966096609660965, + -2.095809580958096, + -2.095009500950095, + -2.094209420942094, + -2.0934093409340933, + -2.0926092609260927, + -2.0918091809180916, + -2.0910091009100906, + -2.09020902090209, + -2.0894089408940895, + -2.0886088608860884, + -2.087808780878088, + -2.0870087008700873, + -2.0862086208620862, + -2.0854085408540852, + -2.0846084608460846, + -2.083808380838084, + -2.083008300830083, + -2.082208220822082, + -2.0814081408140814, + -2.080608060806081, + -2.07980798079808, + -2.079007900790079, + -2.078207820782078, + -2.0774077407740776, + -2.0766076607660766, + -2.0758075807580756, + -2.075007500750075, + -2.0742074207420744, + -2.0734073407340734, + -2.0726072607260724, + -2.071807180718072, + -2.071007100710071, + -2.07020702070207, + -2.069406940694069, + -2.0686068606860686, + -2.067806780678068, + -2.067006700670067, + -2.066206620662066, + -2.0654065406540654, + -2.064606460646065, + -2.0638063806380638, + -2.0630063006300627, + -2.062206220622062, + -2.0614061406140616, + -2.0606060606060606, + -2.0598059805980595, + -2.059005900590059, + -2.0582058205820584, + -2.0574057405740573, + -2.0566056605660563, + -2.0558055805580557, + -2.055005500550055, + -2.054205420542054, + -2.053405340534053, + -2.0526052605260525, + -2.051805180518052, + -2.051005100510051, + -2.05020502050205, + -2.0494049404940493, + -2.0486048604860487, + -2.0478047804780477, + -2.0470047004700467, + -2.046204620462046, + -2.0454045404540455, + -2.0446044604460445, + -2.0438043804380435, + -2.043004300430043, + -2.0422042204220423, + -2.0414041404140413, + -2.0406040604060403, + -2.0398039803980397, + -2.039003900390039, + -2.038203820382038, + -2.037403740374037, + -2.0366036603660365, + -2.035803580358036, + -2.035003500350035, + -2.034203420342034, + -2.0334033403340332, + -2.0326032603260327, + -2.0318031803180316, + -2.0310031003100306, + -2.03020302030203, + -2.0294029402940295, + -2.0286028602860284, + -2.0278027802780274, + -2.0270027002700273, + -2.0262026202620262, + -2.025402540254025, + -2.0246024602460246, + -2.023802380238024, + -2.023002300230023, + -2.022202220222022, + -2.0214021402140214, + -2.020602060206021, + -2.01980198019802, + -2.019001900190019, + -2.018201820182018, + -2.0174017401740176, + -2.0166016601660166, + -2.0158015801580156, + -2.015001500150015, + -2.0142014201420144, + -2.0134013401340134, + -2.0126012601260124, + -2.011801180118012, + -2.011001100110011, + -2.01020102010201, + -2.009400940094009, + -2.0086008600860086, + -2.007800780078008, + -2.007000700070007, + -2.006200620062006, + -2.0054005400540054, + -2.004600460046005, + -2.0038003800380038, + -2.0030003000300027, + -2.002200220022002, + -2.0014001400140016, + -2.0006000600060005, + -1.9997999799979995, + -1.998999899989999, + -1.998199819981998, + -1.9973997399739973, + -1.9965996599659968, + -1.9957995799579957, + -1.9949994999499951, + -1.9941994199419941, + -1.9933993399339935, + -1.9925992599259925, + -1.991799179917992, + -1.990999099909991, + -1.9901990199019903, + -1.9893989398939893, + -1.9885988598859887, + -1.9877987798779877, + -1.9869986998699871, + -1.986198619861986, + -1.9853985398539855, + -1.9845984598459845, + -1.983798379837984, + -1.9829982998299829, + -1.9821982198219823, + -1.9813981398139813, + -1.9805980598059807, + -1.9797979797979797, + -1.978997899789979, + -1.978197819781978, + -1.9773977397739775, + -1.9765976597659765, + -1.9757975797579759, + -1.9749974997499748, + -1.9741974197419743, + -1.9733973397339732, + -1.9725972597259727, + -1.9717971797179716, + -1.970997099709971, + -1.97019701970197, + -1.9693969396939695, + -1.9685968596859684, + -1.9677967796779678, + -1.9669966996699668, + -1.9661966196619662, + -1.9653965396539652, + -1.9645964596459646, + -1.9637963796379636, + -1.962996299629963, + -1.962196219621962, + -1.9613961396139614, + -1.9605960596059604, + -1.9597959795979598, + -1.9589958995899588, + -1.9581958195819582, + -1.9573957395739572, + -1.9565956595659566, + -1.9557955795579556, + -1.954995499549955, + -1.954195419541954, + -1.9533953395339534, + -1.9525952595259524, + -1.9517951795179518, + -1.9509950995099508, + -1.9501950195019502, + -1.9493949394939492, + -1.9485948594859486, + -1.9477947794779475, + -1.946994699469947, + -1.946194619461946, + -1.9453945394539454, + -1.9445944594459443, + -1.9437943794379438, + -1.9429942994299427, + -1.9421942194219421, + -1.9413941394139411, + -1.9405940594059405, + -1.9397939793979395, + -1.938993899389939, + -1.938193819381938, + -1.9373937393739373, + -1.9365936593659367, + -1.9357935793579357, + -1.9349934993499351, + -1.9341934193419341, + -1.9333933393339335, + -1.9325932593259325, + -1.931793179317932, + -1.930993099309931, + -1.9301930193019303, + -1.9293929392939293, + -1.9285928592859287, + -1.9277927792779277, + -1.9269926992699271, + -1.926192619261926, + -1.9253925392539255, + -1.9245924592459245, + -1.923792379237924, + -1.9229922992299229, + -1.9221922192219223, + -1.9213921392139213, + -1.9205920592059207, + -1.9197919791979197, + -1.918991899189919, + -1.918191819181918, + -1.9173917391739175, + -1.9165916591659165, + -1.9157915791579159, + -1.9149914991499148, + -1.9141914191419143, + -1.9133913391339132, + -1.9125912591259127, + -1.9117911791179116, + -1.910991099109911, + -1.91019101910191, + -1.9093909390939094, + -1.9085908590859084, + -1.9077907790779078, + -1.9069906990699068, + -1.9061906190619062, + -1.9053905390539052, + -1.9045904590459046, + -1.9037903790379036, + -1.902990299029903, + -1.902190219021902, + -1.9013901390139014, + -1.9005900590059004, + -1.8997899789978998, + -1.8989898989898988, + -1.8981898189818982, + -1.8973897389738972, + -1.8965896589658966, + -1.8957895789578956, + -1.894989498949895, + -1.894189418941894, + -1.8933893389338934, + -1.8925892589258924, + -1.8917891789178918, + -1.8909890989098908, + -1.8901890189018902, + -1.8893889388938891, + -1.8885888588858886, + -1.8877887788778875, + -1.886988698869887, + -1.886188618861886, + -1.8853885388538854, + -1.8845884588458843, + -1.8837883788378837, + -1.8829882988298827, + -1.8821882188218821, + -1.8813881388138811, + -1.8805880588058805, + -1.8797879787978795, + -1.878987898789879, + -1.878187818781878, + -1.8773877387738773, + -1.8765876587658763, + -1.8757875787578757, + -1.8749874987498751, + -1.8741874187418741, + -1.8733873387338735, + -1.8725872587258725, + -1.871787178717872, + -1.870987098709871, + -1.8701870187018703, + -1.8693869386938693, + -1.8685868586858687, + -1.8677867786778677, + -1.866986698669867, + -1.866186618661866, + -1.8653865386538655, + -1.8645864586458645, + -1.863786378637864, + -1.8629862986298629, + -1.8621862186218623, + -1.8613861386138613, + -1.8605860586058607, + -1.8597859785978597, + -1.858985898589859, + -1.858185818581858, + -1.8573857385738575, + -1.8565856585658564, + -1.8557855785578559, + -1.8549854985498548, + -1.8541854185418543, + -1.8533853385338532, + -1.8525852585258527, + -1.8517851785178516, + -1.850985098509851, + -1.85018501850185, + -1.8493849384938494, + -1.8485848584858484, + -1.8477847784778478, + -1.8469846984698468, + -1.8461846184618462, + -1.8453845384538452, + -1.8445844584458446, + -1.8437843784378436, + -1.842984298429843, + -1.842184218421842, + -1.8413841384138414, + -1.8405840584058404, + -1.8397839783978398, + -1.8389838983898388, + -1.8381838183818382, + -1.8373837383738372, + -1.8365836583658366, + -1.8357835783578356, + -1.834983498349835, + -1.834183418341834, + -1.8333833383338334, + -1.8325832583258324, + -1.8317831783178318, + -1.8309830983098307, + -1.8301830183018302, + -1.8293829382938291, + -1.8285828582858286, + -1.8277827782778275, + -1.826982698269827, + -1.826182618261826, + -1.8253825382538253, + -1.8245824582458243, + -1.8237823782378237, + -1.8229822982298227, + -1.8221822182218221, + -1.8213821382138211, + -1.8205820582058205, + -1.8197819781978195, + -1.818981898189819, + -1.818181818181818, + -1.8173817381738173, + -1.8165816581658163, + -1.8157815781578157, + -1.8149814981498151, + -1.814181418141814, + -1.8133813381338135, + -1.8125812581258125, + -1.811781178117812, + -1.810981098109811, + -1.8101810181018103, + -1.8093809380938093, + -1.8085808580858087, + -1.8077807780778077, + -1.806980698069807, + -1.806180618061806, + -1.8053805380538055, + -1.8045804580458045, + -1.8037803780378039, + -1.8029802980298029, + -1.8021802180218023, + -1.8013801380138013, + -1.8005800580058007, + -1.7997799779977997, + -1.798979897989799, + -1.798179817981798, + -1.7973797379737975, + -1.7965796579657964, + -1.7957795779577959, + -1.7949794979497948, + -1.7941794179417943, + -1.7933793379337932, + -1.7925792579257926, + -1.7917791779177916, + -1.790979097909791, + -1.79017901790179, + -1.7893789378937894, + -1.7885788578857884, + -1.7877787778777878, + -1.7869786978697868, + -1.7861786178617862, + -1.7853785378537852, + -1.7845784578457846, + -1.7837783778377836, + -1.782978297829783, + -1.782178217821782, + -1.7813781378137814, + -1.7805780578057804, + -1.7797779777977798, + -1.7789778977897788, + -1.7781778177817782, + -1.7773777377737772, + -1.7765776577657766, + -1.7757775777577756, + -1.774977497749775, + -1.774177417741774, + -1.7733773377337734, + -1.7725772577257723, + -1.7717771777177718, + -1.7709770977097707, + -1.7701770177017702, + -1.7693769376937691, + -1.7685768576857686, + -1.7677767776777675, + -1.766976697669767, + -1.766176617661766, + -1.7653765376537653, + -1.7645764576457643, + -1.7637763776377637, + -1.7629762976297627, + -1.7621762176217621, + -1.761376137613761, + -1.7605760576057605, + -1.7597759775977595, + -1.758975897589759, + -1.758175817581758, + -1.7573757375737573, + -1.7565756575657563, + -1.7557755775577557, + -1.7549754975497547, + -1.754175417541754, + -1.7533753375337535, + -1.7525752575257525, + -1.751775177517752, + -1.7509750975097509, + -1.7501750175017503, + -1.7493749374937493, + -1.7485748574857487, + -1.7477747774777477, + -1.746974697469747, + -1.746174617461746, + -1.7453745374537455, + -1.7445744574457445, + -1.7437743774377439, + -1.7429742974297429, + -1.7421742174217423, + -1.7413741374137413, + -1.7405740574057407, + -1.7397739773977396, + -1.738973897389739, + -1.738173817381738, + -1.7373737373737375, + -1.7365736573657364, + -1.7357735773577359, + -1.7349734973497348, + -1.7341734173417342, + -1.7333733373337332, + -1.7325732573257326, + -1.7317731773177316, + -1.730973097309731, + -1.73017301730173, + -1.7293729372937294, + -1.7285728572857284, + -1.7277727772777278, + -1.7269726972697268, + -1.7261726172617262, + -1.7253725372537252, + -1.7245724572457246, + -1.7237723772377236, + -1.722972297229723, + -1.722172217221722, + -1.7213721372137214, + -1.7205720572057204, + -1.7197719771977198, + -1.7189718971897188, + -1.7181718171817182, + -1.7173717371737172, + -1.7165716571657166, + -1.7157715771577156, + -1.714971497149715, + -1.714171417141714, + -1.7133713371337134, + -1.7125712571257123, + -1.7117711771177118, + -1.7109710971097107, + -1.7101710171017102, + -1.7093709370937091, + -1.7085708570857085, + -1.7077707770777075, + -1.706970697069707, + -1.706170617061706, + -1.7053705370537053, + -1.7045704570457043, + -1.7037703770377037, + -1.7029702970297027, + -1.7021702170217021, + -1.701370137013701, + -1.7005700570057005, + -1.6997699769976995, + -1.698969896989699, + -1.6981698169816979, + -1.6973697369736973, + -1.6965696569656963, + -1.6957695769576957, + -1.6949694969496947, + -1.694169416941694, + -1.6933693369336935, + -1.6925692569256925, + -1.691769176917692, + -1.6909690969096909, + -1.6901690169016903, + -1.6893689368936893, + -1.6885688568856887, + -1.6877687768776877, + -1.686968696869687, + -1.686168616861686, + -1.6853685368536855, + -1.6845684568456845, + -1.6837683768376839, + -1.6829682968296829, + -1.6821682168216823, + -1.6813681368136812, + -1.6805680568056807, + -1.6797679767976796, + -1.678967896789679, + -1.678167816781678, + -1.6773677367736775, + -1.6765676567656764, + -1.6757675767576758, + -1.6749674967496748, + -1.6741674167416742, + -1.6733673367336732, + -1.6725672567256726, + -1.6717671767176716, + -1.670967096709671, + -1.67016701670167, + -1.6693669366936694, + -1.6685668566856684, + -1.6677667766776678, + -1.6669666966696668, + -1.6661666166616662, + -1.6653665366536652, + -1.6645664566456646, + -1.6637663766376636, + -1.662966296629663, + -1.662166216621662, + -1.6613661366136614, + -1.6605660566056604, + -1.6597659765976598, + -1.6589658965896588, + -1.6581658165816582, + -1.6573657365736572, + -1.6565656565656566, + -1.6557655765576555, + -1.654965496549655, + -1.654165416541654, + -1.6533653365336534, + -1.6525652565256523, + -1.6517651765176518, + -1.6509650965096507, + -1.6501650165016502, + -1.6493649364936491, + -1.6485648564856485, + -1.6477647764776475, + -1.646964696469647, + -1.646164616461646, + -1.6453645364536453, + -1.6445644564456443, + -1.6437643764376437, + -1.6429642964296427, + -1.6421642164216421, + -1.641364136413641, + -1.6405640564056405, + -1.6397639763976395, + -1.638963896389639, + -1.6381638163816379, + -1.6373637363736373, + -1.6365636563656363, + -1.6357635763576357, + -1.6349634963496347, + -1.634163416341634, + -1.633363336333633, + -1.6325632563256325, + -1.631763176317632, + -1.6309630963096309, + -1.6301630163016303, + -1.6293629362936293, + -1.6285628562856287, + -1.6277627762776277, + -1.626962696269627, + -1.626162616261626, + -1.6253625362536255, + -1.6245624562456245, + -1.6237623762376239, + -1.6229622962296228, + -1.6221622162216223, + -1.6213621362136212, + -1.6205620562056207, + -1.6197619761976196, + -1.618961896189619, + -1.618161816181618, + -1.6173617361736174, + -1.6165616561656164, + -1.6157615761576158, + -1.6149614961496148, + -1.6141614161416142, + -1.6133613361336132, + -1.6125612561256126, + -1.6117611761176116, + -1.610961096109611, + -1.61016101610161, + -1.6093609360936094, + -1.6085608560856084, + -1.6077607760776078, + -1.6069606960696068, + -1.6061606160616062, + -1.6053605360536052, + -1.6045604560456046, + -1.6037603760376036, + -1.602960296029603, + -1.602160216021602, + -1.6013601360136014, + -1.6005600560056004, + -1.5997599759975998, + -1.5989598959895988, + -1.5981598159815982, + -1.5973597359735972, + -1.5965596559655966, + -1.5957595759575955, + -1.594959495949595, + -1.594159415941594, + -1.5933593359335934, + -1.5925592559255923, + -1.5917591759175918, + -1.5909590959095907, + -1.5901590159015901, + -1.5893589358935891, + -1.5885588558855885, + -1.5877587758775875, + -1.586958695869587, + -1.586158615861586, + -1.5853585358535853, + -1.5845584558455843, + -1.5837583758375837, + -1.5829582958295827, + -1.5821582158215821, + -1.581358135813581, + -1.5805580558055805, + -1.5797579757975795, + -1.578957895789579, + -1.5781578157815779, + -1.5773577357735773, + -1.5765576557655763, + -1.5757575757575757, + -1.5749574957495747, + -1.574157415741574, + -1.573357335733573, + -1.5725572557255725, + -1.571757175717572, + -1.5709570957095709, + -1.5701570157015703, + -1.5693569356935693, + -1.5685568556855687, + -1.5677567756775677, + -1.566956695669567, + -1.566156615661566, + -1.5653565356535655, + -1.5645564556455644, + -1.5637563756375639, + -1.5629562956295628, + -1.5621562156215623, + -1.5613561356135612, + -1.5605560556055607, + -1.5597559755975596, + -1.558955895589559, + -1.558155815581558, + -1.5573557355735574, + -1.5565556555655564, + -1.5557555755575558, + -1.5549554955495548, + -1.5541554155415542, + -1.5533553355335532, + -1.5525552555255526, + -1.5517551755175516, + -1.550955095509551, + -1.55015501550155, + -1.5493549354935494, + -1.5485548554855484, + -1.5477547754775478, + -1.5469546954695468, + -1.5461546154615462, + -1.5453545354535452, + -1.5445544554455446, + -1.5437543754375436, + -1.542954295429543, + -1.542154215421542, + -1.5413541354135414, + -1.5405540554055404, + -1.5397539753975398, + -1.5389538953895388, + -1.5381538153815382, + -1.5373537353735371, + -1.5365536553655366, + -1.5357535753575355, + -1.534953495349535, + -1.534153415341534, + -1.5333533353335334, + -1.5325532553255323, + -1.5317531753175317, + -1.5309530953095307, + -1.5301530153015301, + -1.5293529352935291, + -1.5285528552855285, + -1.5277527752775275, + -1.526952695269527, + -1.526152615261526, + -1.5253525352535253, + -1.5245524552455243, + -1.5237523752375237, + -1.5229522952295227, + -1.522152215221522, + -1.521352135213521, + -1.5205520552055205, + -1.5197519751975195, + -1.518951895189519, + -1.5181518151815179, + -1.5173517351735173, + -1.5165516551655163, + -1.5157515751575157, + -1.5149514951495147, + -1.514151415141514, + -1.513351335133513, + -1.5125512551255125, + -1.511751175117512, + -1.5109510951095109, + -1.5101510151015103, + -1.5093509350935093, + -1.5085508550855087, + -1.5077507750775077, + -1.506950695069507, + -1.506150615061506, + -1.5053505350535055, + -1.5045504550455044, + -1.5037503750375039, + -1.5029502950295028, + -1.5021502150215023, + -1.5013501350135012, + -1.5005500550055006, + -1.4997499749974996, + -1.498949894989499, + -1.498149814981498, + -1.4973497349734974, + -1.4965496549654964, + -1.4957495749574958, + -1.4949494949494948, + -1.4941494149414942, + -1.4933493349334932, + -1.4925492549254926, + -1.4917491749174916, + -1.490949094909491, + -1.49014901490149, + -1.4893489348934894, + -1.4885488548854884, + -1.4877487748774878, + -1.4869486948694868, + -1.4861486148614862, + -1.4853485348534852, + -1.4845484548454846, + -1.4837483748374836, + -1.482948294829483, + -1.482148214821482, + -1.4813481348134814, + -1.4805480548054804, + -1.4797479747974798, + -1.4789478947894787, + -1.4781478147814782, + -1.4773477347734771, + -1.4765476547654766, + -1.4757475747574755, + -1.474947494749475, + -1.474147414741474, + -1.4733473347334733, + -1.4725472547254723, + -1.4717471747174717, + -1.4709470947094707, + -1.4701470147014701, + -1.469346934693469, + -1.4685468546854685, + -1.4677467746774675, + -1.466946694669467, + -1.466146614661466, + -1.4653465346534653, + -1.4645464546454643, + -1.4637463746374637, + -1.4629462946294627, + -1.462146214621462, + -1.461346134613461, + -1.4605460546054605, + -1.4597459745974595, + -1.458945894589459, + -1.4581458145814579, + -1.4573457345734573, + -1.4565456545654563, + -1.4557455745574557, + -1.4549454945494547, + -1.454145414541454, + -1.453345334533453, + -1.4525452545254525, + -1.4517451745174514, + -1.4509450945094509, + -1.4501450145014503, + -1.4493449344934493, + -1.4485448544854487, + -1.4477447744774476, + -1.446944694469447, + -1.446144614461446, + -1.4453445344534455, + -1.4445444544454444, + -1.4437443744374439, + -1.4429442944294428, + -1.4421442144214422, + -1.4413441344134412, + -1.4405440544054406, + -1.4397439743974396, + -1.438943894389439, + -1.438143814381438, + -1.4373437343734374, + -1.4365436543654364, + -1.4357435743574358, + -1.4349434943494348, + -1.4341434143414342, + -1.4333433343334332, + -1.4325432543254326, + -1.4317431743174316, + -1.430943094309431, + -1.43014301430143, + -1.4293429342934294, + -1.4285428542854284, + -1.4277427742774278, + -1.4269426942694268, + -1.4261426142614262, + -1.4253425342534252, + -1.4245424542454246, + -1.4237423742374236, + -1.422942294229423, + -1.422142214221422, + -1.4213421342134214, + -1.4205420542054203, + -1.4197419741974198, + -1.4189418941894187, + -1.4181418141814182, + -1.4173417341734171, + -1.4165416541654166, + -1.4157415741574155, + -1.414941494149415, + -1.414141414141414, + -1.4133413341334133, + -1.4125412541254123, + -1.4117411741174117, + -1.4109410941094107, + -1.4101410141014101, + -1.409340934093409, + -1.4085408540854085, + -1.4077407740774075, + -1.406940694069407, + -1.406140614061406, + -1.4053405340534053, + -1.4045404540454043, + -1.4037403740374037, + -1.4029402940294027, + -1.402140214021402, + -1.401340134013401, + -1.4005400540054005, + -1.3997399739973995, + -1.3989398939893989, + -1.3981398139813979, + -1.3973397339733973, + -1.3965396539653963, + -1.3957395739573957, + -1.3949394939493946, + -1.394139413941394, + -1.393339333933393, + -1.3925392539253925, + -1.3917391739173914, + -1.3909390939093909, + -1.3901390139013903, + -1.3893389338933892, + -1.3885388538853887, + -1.3877387738773876, + -1.386938693869387, + -1.386138613861386, + -1.3853385338533855, + -1.3845384538453844, + -1.3837383738373839, + -1.3829382938293828, + -1.3821382138213822, + -1.3813381338133812, + -1.3805380538053806, + -1.3797379737973796, + -1.378937893789379, + -1.378137813781378, + -1.3773377337733774, + -1.3765376537653764, + -1.3757375737573758, + -1.3749374937493748, + -1.3741374137413742, + -1.3733373337333732, + -1.3725372537253726, + -1.3717371737173716, + -1.370937093709371, + -1.37013701370137, + -1.3693369336933694, + -1.3685368536853684, + -1.3677367736773678, + -1.3669366936693668, + -1.3661366136613662, + -1.3653365336533652, + -1.3645364536453646, + -1.3637363736373636, + -1.362936293629363, + -1.362136213621362, + -1.3613361336133614, + -1.3605360536053603, + -1.3597359735973598, + -1.3589358935893587, + -1.3581358135813582, + -1.3573357335733571, + -1.3565356535653565, + -1.3557355735573555, + -1.354935493549355, + -1.354135413541354, + -1.3533353335333533, + -1.3525352535253523, + -1.3517351735173517, + -1.3509350935093507, + -1.3501350135013501, + -1.349334933493349, + -1.3485348534853485, + -1.3477347734773475, + -1.346934693469347, + -1.3461346134613459, + -1.3453345334533453, + -1.3445344534453443, + -1.3437343734373437, + -1.3429342934293427, + -1.342134213421342, + -1.341334133413341, + -1.3405340534053405, + -1.3397339733973395, + -1.3389338933893389, + -1.3381338133813379, + -1.3373337333733373, + -1.3365336533653362, + -1.3357335733573357, + -1.3349334933493346, + -1.334133413341334, + -1.333333333333333, + -1.3325332533253325, + -1.3317331733173314, + -1.3309330933093309, + -1.3301330133013298, + -1.3293329332933292, + -1.3285328532853287, + -1.3277327732773276, + -1.326932693269327, + -1.326132613261326, + -1.3253325332533255, + -1.3245324532453244, + -1.3237323732373238, + -1.3229322932293228, + -1.3221322132213222, + -1.3213321332133212, + -1.3205320532053206, + -1.3197319731973196, + -1.318931893189319, + -1.318131813181318, + -1.3173317331733174, + -1.3165316531653164, + -1.3157315731573158, + -1.3149314931493148, + -1.3141314131413142, + -1.3133313331333132, + -1.3125312531253126, + -1.3117311731173116, + -1.310931093109311, + -1.31013101310131, + -1.3093309330933094, + -1.3085308530853084, + -1.3077307730773078, + -1.3069306930693068, + -1.3061306130613062, + -1.3053305330533052, + -1.3045304530453046, + -1.3037303730373035, + -1.302930293029303, + -1.302130213021302, + -1.3013301330133014, + -1.3005300530053003, + -1.2997299729972998, + -1.2989298929892987, + -1.2981298129812981, + -1.2973297329732971, + -1.2965296529652965, + -1.2957295729572955, + -1.294929492949295, + -1.294129412941294, + -1.2933293329332933, + -1.2925292529252923, + -1.2917291729172917, + -1.2909290929092907, + -1.2901290129012901, + -1.289328932893289, + -1.2885288528852885, + -1.2877287728772875, + -1.286928692869287, + -1.2861286128612859, + -1.2853285328532853, + -1.2845284528452843, + -1.2837283728372837, + -1.2829282928292827, + -1.282128212821282, + -1.281328132813281, + -1.2805280528052805, + -1.2797279727972795, + -1.2789278927892789, + -1.2781278127812779, + -1.2773277327732773, + -1.2765276527652762, + -1.2757275727572757, + -1.2749274927492746, + -1.274127412741274, + -1.273327332733273, + -1.2725272527252725, + -1.2717271727172714, + -1.2709270927092708, + -1.2701270127012698, + -1.2693269326932692, + -1.2685268526852687, + -1.2677267726772676, + -1.266926692669267, + -1.266126612661266, + -1.2653265326532654, + -1.2645264526452644, + -1.2637263726372638, + -1.2629262926292628, + -1.2621262126212622, + -1.2613261326132612, + -1.2605260526052606, + -1.2597259725972596, + -1.258925892589259, + -1.258125812581258, + -1.2573257325732574, + -1.2565256525652564, + -1.2557255725572558, + -1.2549254925492548, + -1.2541254125412542, + -1.2533253325332532, + -1.2525252525252526, + -1.2517251725172516, + -1.250925092509251, + -1.25012501250125, + -1.2493249324932494, + -1.2485248524852484, + -1.2477247724772478, + -1.2469246924692468, + -1.2461246124612462, + -1.2453245324532451, + -1.2445244524452446, + -1.2437243724372435, + -1.242924292429243, + -1.242124212421242, + -1.2413241324132414, + -1.2405240524052403, + -1.2397239723972397, + -1.2389238923892387, + -1.2381238123812381, + -1.2373237323732371, + -1.2365236523652365, + -1.2357235723572355, + -1.234923492349235, + -1.234123412341234, + -1.2333233323332333, + -1.2325232523252323, + -1.2317231723172317, + -1.2309230923092307, + -1.2301230123012301, + -1.229322932293229, + -1.2285228522852285, + -1.2277227722772275, + -1.226922692269227, + -1.2261226122612259, + -1.2253225322532253, + -1.2245224522452243, + -1.2237223722372237, + -1.2229222922292227, + -1.222122212221222, + -1.221322132213221, + -1.2205220522052205, + -1.2197219721972195, + -1.2189218921892189, + -1.2181218121812178, + -1.2173217321732173, + -1.2165216521652162, + -1.2157215721572157, + -1.2149214921492146, + -1.214121412141214, + -1.213321332133213, + -1.2125212521252124, + -1.2117211721172114, + -1.2109210921092108, + -1.2101210121012098, + -1.2093209320932092, + -1.2085208520852082, + -1.2077207720772076, + -1.206920692069207, + -1.206120612061206, + -1.2053205320532054, + -1.2045204520452044, + -1.2037203720372038, + -1.2029202920292028, + -1.2021202120212022, + -1.2013201320132012, + -1.2005200520052006, + -1.1997199719971996, + -1.198919891989199, + -1.198119811981198, + -1.1973197319731974, + -1.1965196519651964, + -1.1957195719571958, + -1.1949194919491948, + -1.1941194119411942, + -1.1933193319331932, + -1.1925192519251926, + -1.1917191719171916, + -1.190919091909191, + -1.19011901190119, + -1.1893189318931894, + -1.1885188518851884, + -1.1877187718771878, + -1.1869186918691867, + -1.1861186118611862, + -1.1853185318531851, + -1.1845184518451846, + -1.1837183718371835, + -1.182918291829183, + -1.182118211821182, + -1.1813181318131813, + -1.1805180518051803, + -1.1797179717971797, + -1.1789178917891787, + -1.1781178117811781, + -1.1773177317731771, + -1.1765176517651765, + -1.1757175717571755, + -1.174917491749175, + -1.174117411741174, + -1.1733173317331733, + -1.1725172517251723, + -1.1717171717171717, + -1.1709170917091707, + -1.17011701170117, + -1.169316931693169, + -1.1685168516851685, + -1.1677167716771675, + -1.166916691669167, + -1.1661166116611659, + -1.1653165316531653, + -1.1645164516451643, + -1.1637163716371637, + -1.1629162916291627, + -1.162116211621162, + -1.161316131613161, + -1.1605160516051605, + -1.1597159715971594, + -1.1589158915891589, + -1.1581158115811578, + -1.1573157315731573, + -1.1565156515651562, + -1.1557155715571557, + -1.1549154915491546, + -1.154115411541154, + -1.153315331533153, + -1.1525152515251524, + -1.1517151715171514, + -1.1509150915091508, + -1.1501150115011498, + -1.1493149314931492, + -1.1485148514851482, + -1.1477147714771476, + -1.146914691469147, + -1.146114611461146, + -1.1453145314531454, + -1.1445144514451444, + -1.1437143714371438, + -1.1429142914291428, + -1.1421142114211422, + -1.1413141314131412, + -1.1405140514051406, + -1.1397139713971396, + -1.138913891389139, + -1.138113811381138, + -1.1373137313731374, + -1.1365136513651364, + -1.1357135713571358, + -1.1349134913491348, + -1.1341134113411342, + -1.1333133313331332, + -1.1325132513251326, + -1.1317131713171316, + -1.130913091309131, + -1.13011301130113, + -1.1293129312931294, + -1.1285128512851283, + -1.1277127712771278, + -1.1269126912691267, + -1.1261126112611262, + -1.1253125312531251, + -1.1245124512451246, + -1.1237123712371235, + -1.122912291229123, + -1.122112211221122, + -1.1213121312131213, + -1.1205120512051203, + -1.1197119711971197, + -1.1189118911891187, + -1.1181118111811181, + -1.117311731173117, + -1.1165116511651165, + -1.1157115711571155, + -1.114911491149115, + -1.114111411141114, + -1.1133113311331133, + -1.1125112511251123, + -1.1117111711171117, + -1.1109110911091107, + -1.11011101110111, + -1.109310931093109, + -1.1085108510851085, + -1.1077107710771075, + -1.106910691069107, + -1.1061106110611059, + -1.1053105310531053, + -1.1045104510451043, + -1.1037103710371037, + -1.1029102910291027, + -1.102110211021102, + -1.101310131013101, + -1.1005100510051005, + -1.0997099709970994, + -1.0989098909890989, + -1.0981098109810978, + -1.0973097309730973, + -1.0965096509650962, + -1.0957095709570956, + -1.0949094909490946, + -1.094109410941094, + -1.093309330933093, + -1.0925092509250924, + -1.0917091709170914, + -1.0909090909090908, + -1.0901090109010898, + -1.0893089308930892, + -1.0885088508850882, + -1.0877087708770876, + -1.086908690869087, + -1.086108610861086, + -1.0853085308530854, + -1.0845084508450844, + -1.0837083708370838, + -1.0829082908290828, + -1.0821082108210822, + -1.0813081308130812, + -1.0805080508050806, + -1.0797079707970796, + -1.078907890789079, + -1.078107810781078, + -1.0773077307730774, + -1.0765076507650764, + -1.0757075707570758, + -1.0749074907490748, + -1.0741074107410742, + -1.0733073307330732, + -1.0725072507250726, + -1.0717071707170716, + -1.070907090709071, + -1.07010701070107, + -1.0693069306930694, + -1.0685068506850683, + -1.0677067706770678, + -1.0669066906690667, + -1.0661066106610662, + -1.0653065306530651, + -1.0645064506450646, + -1.0637063706370635, + -1.062906290629063, + -1.062106210621062, + -1.0613061306130613, + -1.0605060506050603, + -1.0597059705970597, + -1.0589058905890587, + -1.0581058105810581, + -1.057305730573057, + -1.0565056505650565, + -1.0557055705570555, + -1.054905490549055, + -1.0541054105410539, + -1.0533053305330533, + -1.0525052505250523, + -1.0517051705170517, + -1.0509050905090507, + -1.05010501050105, + -1.049304930493049, + -1.0485048504850485, + -1.0477047704770475, + -1.0469046904690469, + -1.0461046104610459, + -1.0453045304530453, + -1.0445044504450443, + -1.0437043704370437, + -1.0429042904290426, + -1.042104210421042, + -1.041304130413041, + -1.0405040504050405, + -1.0397039703970394, + -1.0389038903890389, + -1.0381038103810378, + -1.0373037303730372, + -1.0365036503650362, + -1.0357035703570356, + -1.0349034903490346, + -1.034103410341034, + -1.033303330333033, + -1.0325032503250324, + -1.0317031703170314, + -1.0309030903090308, + -1.0301030103010298, + -1.0293029302930292, + -1.0285028502850282, + -1.0277027702770276, + -1.0269026902690266, + -1.026102610261026, + -1.0253025302530254, + -1.0245024502450244, + -1.0237023702370238, + -1.0229022902290228, + -1.0221022102210222, + -1.0213021302130212, + -1.0205020502050206, + -1.0197019701970196, + -1.018901890189019, + -1.018101810181018, + -1.0173017301730174, + -1.0165016501650164, + -1.0157015701570158, + -1.0149014901490148, + -1.0141014101410142, + -1.0133013301330132, + -1.0125012501250126, + -1.0117011701170116, + -1.010901090109011, + -1.01010101010101, + -1.0093009300930094, + -1.0085008500850083, + -1.0077007700770078, + -1.0069006900690067, + -1.0061006100610062, + -1.0053005300530051, + -1.0045004500450045, + -1.0037003700370035, + -1.002900290029003, + -1.002100210021002, + -1.0013001300130013, + -1.0005000500050003, + -0.9996999699969997, + -0.9988998899889987, + -0.9980998099809981, + -0.9972997299729971, + -0.9964996499649965, + -0.9956995699569955, + -0.9948994899489949, + -0.9940994099409939, + -0.9932993299329933, + -0.9924992499249923, + -0.9916991699169917, + -0.9908990899089907, + -0.9900990099009901, + -0.9892989298929891, + -0.9884988498849885, + -0.9876987698769875, + -0.9868986898689869, + -0.9860986098609859, + -0.9852985298529853, + -0.9844984498449842, + -0.9836983698369837, + -0.9828982898289826, + -0.9820982098209821, + -0.981298129812981, + -0.9804980498049805, + -0.9796979697969794, + -0.9788978897889788, + -0.9780978097809778, + -0.9772977297729772, + -0.9764976497649762, + -0.9756975697569756, + -0.9748974897489746, + -0.974097409740974, + -0.973297329732973, + -0.9724972497249724, + -0.9716971697169714, + -0.9708970897089708, + -0.9700970097009698, + -0.9692969296929692, + -0.9684968496849682, + -0.9676967696769676, + -0.9668966896689666, + -0.966096609660966, + -0.9652965296529654, + -0.9644964496449644, + -0.9636963696369638, + -0.9628962896289628, + -0.9620962096209622, + -0.9612961296129612, + -0.9604960496049606, + -0.9596959695969596, + -0.958895889588959, + -0.958095809580958, + -0.9572957295729574, + -0.9564956495649564, + -0.9556955695569558, + -0.9548954895489548, + -0.9540954095409542, + -0.9532953295329532, + -0.9524952495249526, + -0.9516951695169515, + -0.950895089508951, + -0.9500950095009499, + -0.9492949294929494, + -0.9484948494849483, + -0.9476947694769478, + -0.9468946894689467, + -0.9460946094609461, + -0.9452945294529451, + -0.9444944494449445, + -0.9436943694369435, + -0.9428942894289429, + -0.9420942094209419, + -0.9412941294129413, + -0.9404940494049403, + -0.9396939693969397, + -0.9388938893889387, + -0.9380938093809381, + -0.9372937293729371, + -0.9364936493649365, + -0.9356935693569355, + -0.9348934893489349, + -0.9340934093409339, + -0.9332933293329333, + -0.9324932493249323, + -0.9316931693169317, + -0.9308930893089307, + -0.9300930093009301, + -0.9292929292929291, + -0.9284928492849285, + -0.9276927692769275, + -0.9268926892689269, + -0.9260926092609258, + -0.9252925292529253, + -0.9244924492449242, + -0.9236923692369237, + -0.9228922892289226, + -0.922092209220922, + -0.921292129212921, + -0.9204920492049204, + -0.9196919691969194, + -0.9188918891889188, + -0.9180918091809178, + -0.9172917291729172, + -0.9164916491649162, + -0.9156915691569156, + -0.9148914891489146, + -0.914091409140914, + -0.913291329132913, + -0.9124912491249124, + -0.9116911691169114, + -0.9108910891089108, + -0.9100910091009098, + -0.9092909290929092, + -0.9084908490849082, + -0.9076907690769076, + -0.9068906890689066, + -0.906090609060906, + -0.905290529052905, + -0.9044904490449044, + -0.9036903690369038, + -0.9028902890289028, + -0.9020902090209022, + -0.9012901290129012, + -0.9004900490049006, + -0.8996899689968996, + -0.898889888988899, + -0.898089808980898, + -0.8972897289728974, + -0.8964896489648964, + -0.8956895689568958, + -0.8948894889488948, + -0.8940894089408942, + -0.8932893289328931, + -0.8924892489248926, + -0.8916891689168915, + -0.890889088908891, + -0.8900890089008899, + -0.8892889288928894, + -0.8884888488848883, + -0.8876887688768877, + -0.8868886888688867, + -0.8860886088608861, + -0.8852885288528851, + -0.8844884488448845, + -0.8836883688368835, + -0.8828882888288829, + -0.8820882088208819, + -0.8812881288128813, + -0.8804880488048803, + -0.8796879687968797, + -0.8788878887888787, + -0.8780878087808781, + -0.8772877287728771, + -0.8764876487648765, + -0.8756875687568755, + -0.8748874887488749, + -0.8740874087408739, + -0.8732873287328733, + -0.8724872487248723, + -0.8716871687168717, + -0.8708870887088707, + -0.8700870087008701, + -0.869286928692869, + -0.8684868486848685, + -0.8676867686768674, + -0.8668866886688669, + -0.8660866086608658, + -0.8652865286528653, + -0.8644864486448642, + -0.8636863686368637, + -0.8628862886288626, + -0.862086208620862, + -0.861286128612861, + -0.8604860486048604, + -0.8596859685968594, + -0.8588858885888588, + -0.8580858085808578, + -0.8572857285728572, + -0.8564856485648562, + -0.8556855685568556, + -0.8548854885488546, + -0.854085408540854, + -0.853285328532853, + -0.8524852485248524, + -0.8516851685168514, + -0.8508850885088508, + -0.8500850085008498, + -0.8492849284928492, + -0.8484848484848482, + -0.8476847684768476, + -0.8468846884688466, + -0.846084608460846, + -0.845284528452845, + -0.8444844484448444, + -0.8436843684368438, + -0.8428842884288428, + -0.8420842084208422, + -0.8412841284128412, + -0.8404840484048406, + -0.8396839683968396, + -0.838883888388839, + -0.838083808380838, + -0.8372837283728374, + -0.8364836483648364, + -0.8356835683568358, + -0.8348834883488347, + -0.8340834083408342, + -0.8332833283328331, + -0.8324832483248326, + -0.8316831683168315, + -0.830883088308831, + -0.8300830083008299, + -0.8292829282928293, + -0.8284828482848283, + -0.8276827682768277, + -0.8268826882688267, + -0.8260826082608261, + -0.8252825282528251, + -0.8244824482448245, + -0.8236823682368235, + -0.8228822882288229, + -0.8220822082208219, + -0.8212821282128213, + -0.8204820482048203, + -0.8196819681968197, + -0.8188818881888187, + -0.8180818081808181, + -0.8172817281728171, + -0.8164816481648165, + -0.8156815681568155, + -0.8148814881488149, + -0.8140814081408139, + -0.8132813281328133, + -0.8124812481248123, + -0.8116811681168117, + -0.8108810881088107, + -0.8100810081008101, + -0.809280928092809, + -0.8084808480848085, + -0.8076807680768074, + -0.8068806880688069, + -0.8060806080608058, + -0.8052805280528053, + -0.8044804480448042, + -0.8036803680368036, + -0.8028802880288026, + -0.802080208020802, + -0.801280128012801, + -0.8004800480048004, + -0.7996799679967994, + -0.7988798879887988, + -0.7980798079807978, + -0.7972797279727972, + -0.7964796479647962, + -0.7956795679567956, + -0.7948794879487946, + -0.794079407940794, + -0.793279327932793, + -0.7924792479247924, + -0.7916791679167914, + -0.7908790879087908, + -0.7900790079007898, + -0.7892789278927892, + -0.7884788478847882, + -0.7876787678767876, + -0.7868786878687866, + -0.786078607860786, + -0.785278527852785, + -0.7844784478447844, + -0.7836783678367834, + -0.7828782878287828, + -0.7820782078207822, + -0.7812781278127812, + -0.7804780478047806, + -0.7796779677967796, + -0.778877887788779, + -0.778077807780778, + -0.7772777277727774, + -0.7764776477647763, + -0.7756775677567758, + -0.7748774877487747, + -0.7740774077407742, + -0.7732773277327731, + -0.7724772477247726, + -0.7716771677167715, + -0.770877087708771, + -0.7700770077007699, + -0.7692769276927693, + -0.7684768476847683, + -0.7676767676767677, + -0.7668766876687667, + -0.7660766076607661, + -0.7652765276527651, + -0.7644764476447645, + -0.7636763676367635, + -0.7628762876287629, + -0.7620762076207619, + -0.7612761276127613, + -0.7604760476047603, + -0.7596759675967597, + -0.7588758875887587, + -0.7580758075807581, + -0.7572757275727571, + -0.7564756475647565, + -0.7556755675567555, + -0.7548754875487549, + -0.7540754075407539, + -0.7532753275327533, + -0.7524752475247523, + -0.7516751675167517, + -0.7508750875087506, + -0.7500750075007501, + -0.749274927492749, + -0.7484748474847485, + -0.7476747674767474, + -0.7468746874687469, + -0.7460746074607458, + -0.7452745274527453, + -0.7444744474447442, + -0.7436743674367436, + -0.7428742874287426, + -0.742074207420742, + -0.741274127412741, + -0.7404740474047404, + -0.7396739673967394, + -0.7388738873887388, + -0.7380738073807378, + -0.7372737273727372, + -0.7364736473647362, + -0.7356735673567356, + -0.7348734873487346, + -0.734073407340734, + -0.733273327332733, + -0.7324732473247324, + -0.7316731673167314, + -0.7308730873087308, + -0.7300730073007298, + -0.7292729272927292, + -0.7284728472847282, + -0.7276727672767276, + -0.7268726872687266, + -0.726072607260726, + -0.725272527252725, + -0.7244724472447244, + -0.7236723672367233, + -0.7228722872287228, + -0.7220722072207222, + -0.7212721272127212, + -0.7204720472047206, + -0.7196719671967196, + -0.718871887188719, + -0.718071807180718, + -0.7172717271727174, + -0.7164716471647163, + -0.7156715671567158, + -0.7148714871487147, + -0.7140714071407142, + -0.7132713271327131, + -0.7124712471247125, + -0.7116711671167115, + -0.7108710871087109, + -0.7100710071007099, + -0.7092709270927093, + -0.7084708470847083, + -0.7076707670767077, + -0.7068706870687067, + -0.7060706070607061, + -0.7052705270527051, + -0.7044704470447045, + -0.7036703670367035, + -0.7028702870287029, + -0.7020702070207019, + -0.7012701270127013, + -0.7004700470047003, + -0.6996699669966997, + -0.6988698869886987, + -0.6980698069806981, + -0.6972697269726971, + -0.6964696469646965, + -0.6956695669566955, + -0.6948694869486949, + -0.6940694069406939, + -0.6932693269326933, + -0.6924692469246922, + -0.6916691669166917, + -0.6908690869086906, + -0.6900690069006901, + -0.689268926892689, + -0.6884688468846885, + -0.6876687668766874, + -0.6868686868686869, + -0.6860686068606858, + -0.6852685268526852, + -0.6844684468446842, + -0.6836683668366836, + -0.6828682868286826, + -0.682068206820682, + -0.681268126812681, + -0.6804680468046804, + -0.6796679667966794, + -0.6788678867886788, + -0.6780678067806778, + -0.6772677267726772, + -0.6764676467646762, + -0.6756675667566756, + -0.6748674867486746, + -0.674067406740674, + -0.673267326732673, + -0.6724672467246724, + -0.6716671667166714, + -0.6708670867086708, + -0.6700670067006698, + -0.6692669266926692, + -0.6684668466846682, + -0.6676667666766676, + -0.6668666866686666, + -0.666066606660666, + -0.665266526652665, + -0.6644664466446644, + -0.6636663666366633, + -0.6628662866286628, + -0.6620662066206622, + -0.6612661266126612, + -0.6604660466046606, + -0.6596659665966595, + -0.658865886588659, + -0.6580658065806579, + -0.6572657265726574, + -0.6564656465646563, + -0.6556655665566558, + -0.6548654865486547, + -0.6540654065406541, + -0.6532653265326531, + -0.6524652465246525, + -0.6516651665166515, + -0.6508650865086509, + -0.6500650065006499, + -0.6492649264926493, + -0.6484648464846483, + -0.6476647664766477, + -0.6468646864686467, + -0.6460646064606461, + -0.6452645264526451, + -0.6444644464446445, + -0.6436643664366435, + -0.6428642864286429, + -0.6420642064206419, + -0.6412641264126413, + -0.6404640464046403, + -0.6396639663966397, + -0.6388638863886387, + -0.6380638063806381, + -0.6372637263726371, + -0.6364636463646365, + -0.6356635663566355, + -0.6348634863486349, + -0.6340634063406339, + -0.6332633263326333, + -0.6324632463246322, + -0.6316631663166317, + -0.6308630863086306, + -0.6300630063006301, + -0.629262926292629, + -0.6284628462846285, + -0.6276627662766274, + -0.6268626862686268, + -0.6260626062606258, + -0.6252625262526252, + -0.6244624462446242, + -0.6236623662366236, + -0.6228622862286226, + -0.622062206220622, + -0.621262126212621, + -0.6204620462046204, + -0.6196619661966194, + -0.6188618861886188, + -0.6180618061806178, + -0.6172617261726172, + -0.6164616461646162, + -0.6156615661566156, + -0.6148614861486146, + -0.614061406140614, + -0.613261326132613, + -0.6124612461246124, + -0.6116611661166114, + -0.6108610861086108, + -0.6100610061006098, + -0.6092609260926092, + -0.6084608460846082, + -0.6076607660766076, + -0.6068606860686065, + -0.606060606060606, + -0.6052605260526049, + -0.6044604460446044, + -0.6036603660366033, + -0.6028602860286028, + -0.6020602060206017, + -0.6012601260126011, + -0.6004600460046006, + -0.5996599659965995, + -0.598859885988599, + -0.5980598059805979, + -0.5972597259725974, + -0.5964596459645963, + -0.5956595659565957, + -0.5948594859485947, + -0.5940594059405941, + -0.5932593259325931, + -0.5924592459245925, + -0.5916591659165915, + -0.5908590859085909, + -0.5900590059005899, + -0.5892589258925893, + -0.5884588458845883, + -0.5876587658765877, + -0.5868586858685867, + -0.5860586058605861, + -0.5852585258525851, + -0.5844584458445845, + -0.5836583658365835, + -0.5828582858285829, + -0.5820582058205819, + -0.5812581258125813, + -0.5804580458045803, + -0.5796579657965797, + -0.5788578857885787, + -0.5780578057805781, + -0.5772577257725771, + -0.5764576457645765, + -0.5756575657565755, + -0.5748574857485749, + -0.5740574057405738, + -0.5732573257325733, + -0.5724572457245722, + -0.5716571657165717, + -0.5708570857085706, + -0.57005700570057, + -0.569256925692569, + -0.5684568456845684, + -0.5676567656765674, + -0.5668566856685668, + -0.5660566056605658, + -0.5652565256525652, + -0.5644564456445642, + -0.5636563656365636, + -0.5628562856285626, + -0.562056205620562, + -0.561256125612561, + -0.5604560456045604, + -0.5596559655965594, + -0.5588558855885588, + -0.5580558055805578, + -0.5572557255725572, + -0.5564556455645562, + -0.5556555655565556, + -0.5548554855485546, + -0.554055405540554, + -0.553255325532553, + -0.5524552455245524, + -0.5516551655165514, + -0.5508550855085508, + -0.5500550055005498, + -0.5492549254925492, + -0.5484548454845481, + -0.5476547654765476, + -0.5468546854685465, + -0.546054605460546, + -0.5452545254525449, + -0.5444544454445444, + -0.5436543654365433, + -0.5428542854285427, + -0.5420542054205417, + -0.5412541254125411, + -0.5404540454045406, + -0.5396539653965395, + -0.538853885388539, + -0.5380538053805379, + -0.5372537253725373, + -0.5364536453645363, + -0.5356535653565357, + -0.5348534853485347, + -0.5340534053405341, + -0.5332533253325331, + -0.5324532453245325, + -0.5316531653165315, + -0.5308530853085309, + -0.5300530053005299, + -0.5292529252925293, + -0.5284528452845283, + -0.5276527652765277, + -0.5268526852685267, + -0.5260526052605261, + -0.5252525252525251, + -0.5244524452445245, + -0.5236523652365235, + -0.5228522852285229, + -0.5220522052205219, + -0.5212521252125213, + -0.5204520452045203, + -0.5196519651965197, + -0.5188518851885187, + -0.5180518051805181, + -0.517251725172517, + -0.5164516451645165, + -0.5156515651565154, + -0.5148514851485149, + -0.5140514051405138, + -0.5132513251325133, + -0.5124512451245122, + -0.5116511651165117, + -0.5108510851085106, + -0.51005100510051, + -0.509250925092509, + -0.5084508450845084, + -0.5076507650765074, + -0.5068506850685068, + -0.5060506050605058, + -0.5052505250525052, + -0.5044504450445042, + -0.5036503650365036, + -0.5028502850285026, + -0.502050205020502, + -0.501250125012501, + -0.5004500450045004, + -0.4996499649964994, + -0.4988498849884988, + -0.4980498049804978, + -0.4972497249724972, + -0.4964496449644962, + -0.4956495649564956, + -0.49484948494849457, + -0.494049404940494, + -0.49324932493249296, + -0.4924492449244924, + -0.49164916491649135, + -0.4908490849084908, + -0.49004900490048975, + -0.48924892489248917, + -0.48844884488448814, + -0.48764876487648756, + -0.48684868486848654, + -0.48604860486048596, + -0.48524852485248493, + -0.48444844484448435, + -0.4836483648364833, + -0.48284828482848274, + -0.4820482048204817, + -0.48124812481248114, + -0.4804480448044801, + -0.47964796479647953, + -0.47884788478847895, + -0.4780478047804779, + -0.47724772477247734, + -0.4764476447644763, + -0.47564756475647574, + -0.4748474847484747, + -0.47404740474047413, + -0.4732473247324731, + -0.4724472447244725, + -0.4716471647164715, + -0.4708470847084709, + -0.4700470047004699, + -0.4692469246924693, + -0.4684468446844683, + -0.4676467646764677, + -0.4668466846684667, + -0.4660466046604661, + -0.4652465246524651, + -0.4644464446444645, + -0.46364636463646347, + -0.4628462846284629, + -0.46204620462046186, + -0.4612461246124613, + -0.46044604460446026, + -0.4596459645964597, + -0.45884588458845865, + -0.45804580458045807, + -0.45724572457245705, + -0.45644564456445647, + -0.45564556455645544, + -0.45484548454845486, + -0.45404540454045383, + -0.45324532453245325, + -0.45244524452445223, + -0.45164516451645165, + -0.4508450845084506, + -0.45004500450045004, + -0.449244924492449, + -0.44844484448444843, + -0.4476447644764474, + -0.44684468446844683, + -0.4460446044604458, + -0.4452445244524452, + -0.4444444444444442, + -0.4436443644364436, + -0.4428442844284426, + -0.442044204420442, + -0.441244124412441, + -0.4404440444044404, + -0.4396439643964394, + -0.4388438843884388, + -0.4380438043804378, + -0.4372437243724372, + -0.43644364436443617, + -0.4356435643564356, + -0.43484348434843456, + -0.434043404340434, + -0.43324332433243296, + -0.4324432443244324, + -0.43164316431643135, + -0.43084308430843077, + -0.43004300430042974, + -0.42924292429242916, + -0.42844284428442814, + -0.42764276427642756, + -0.42684268426842653, + -0.42604260426042595, + -0.4252425242524249, + -0.42444244424442434, + -0.4236423642364233, + -0.42284228422842274, + -0.4220422042204217, + -0.42124212421242113, + -0.4204420442044201, + -0.4196419641964195, + -0.41884188418841894, + -0.4180418041804179, + -0.41724172417241734, + -0.4164416441644163, + -0.41564156415641573, + -0.4148414841484147, + -0.4140414041404141, + -0.4132413241324131, + -0.4124412441244125, + -0.4116411641164115, + -0.4108410841084109, + -0.4100410041004099, + -0.4092409240924093, + -0.4084408440844083, + -0.4076407640764077, + -0.4068406840684067, + -0.4060406040604061, + -0.40524052405240507, + -0.4044404440444045, + -0.40364036403640347, + -0.4028402840284029, + -0.40204020402040186, + -0.4012401240124013, + -0.40044004400440025, + -0.39963996399639967, + -0.39883988398839865, + -0.39803980398039807, + -0.39723972397239704, + -0.39643964396439646, + -0.39563956395639543, + -0.39483948394839485, + -0.39403940394039383, + -0.39323932393239325, + -0.3924392439243922, + -0.39163916391639164, + -0.3908390839083906, + -0.39003900390039004, + -0.389238923892389, + -0.38843884388438843, + -0.3876387638763874, + -0.3868386838683868, + -0.3860386038603858, + -0.3852385238523852, + -0.3844384438443842, + -0.3836383638363836, + -0.3828382838283826, + -0.382038203820382, + -0.381238123812381, + -0.3804380438043804, + -0.3796379637963794, + -0.3788378837883788, + -0.37803780378037777, + -0.3772377237723772, + -0.37643764376437616, + -0.3756375637563756, + -0.37483748374837456, + -0.374037403740374, + -0.37323732373237295, + -0.37243724372437237, + -0.37163716371637134, + -0.37083708370837076, + -0.37003700370036974, + -0.36923692369236916, + -0.36843684368436813, + -0.36763676367636755, + -0.3668366836683665, + -0.36603660366036594, + -0.3652365236523649, + -0.36443644364436434, + -0.3636363636363633, + -0.36283628362836273, + -0.3620362036203617, + -0.3612361236123611, + -0.3604360436043601, + -0.3596359635963595, + -0.3588358835883585, + -0.3580358035803579, + -0.35723572357235733, + -0.3564356435643563, + -0.3556355635563557, + -0.3548354835483547, + -0.3540354035403541, + -0.3532353235323531, + -0.3524352435243525, + -0.3516351635163515, + -0.3508350835083509, + -0.3500350035003499, + -0.3492349234923493, + -0.3484348434843483, + -0.3476347634763477, + -0.34683468346834667, + -0.3460346034603461, + -0.34523452345234507, + -0.3444344434443445, + -0.34363436343634346, + -0.3428342834283429, + -0.34203420342034185, + -0.3412341234123413, + -0.34043404340434025, + -0.33963396339633967, + -0.33883388338833864, + -0.33803380338033806, + -0.33723372337233704, + -0.33643364336433645, + -0.33563356335633543, + -0.33483348334833485, + -0.3340334033403338, + -0.33323332333233324, + -0.3324332433243322, + -0.33163316331633164, + -0.3308330833083306, + -0.33003300330033003, + -0.329232923292329, + -0.3284328432843284, + -0.3276327632763274, + -0.3268326832683268, + -0.3260326032603258, + -0.3252325232523252, + -0.3244324432443242, + -0.3236323632363236, + -0.3228322832283226, + -0.322032203220322, + -0.321232123212321, + -0.3204320432043204, + -0.31963196319631937, + -0.3188318831883188, + -0.31803180318031776, + -0.3172317231723172, + -0.31643164316431616, + -0.3156315631563156, + -0.31483148314831455, + -0.31403140314031397, + -0.31323132313231294, + -0.31243124312431236, + -0.31163116311631134, + -0.31083108310831076, + -0.31003100310030973, + -0.30923092309230915, + -0.3084308430843081, + -0.30763076307630755, + -0.3068306830683065, + -0.30603060306030594, + -0.3052305230523049, + -0.30443044304430433, + -0.3036303630363033, + -0.3028302830283027, + -0.3020302030203017, + -0.3012301230123011, + -0.3004300430043001, + -0.2996299629962995, + -0.2988298829882985, + -0.2980298029802979, + -0.2972297229722973, + -0.2964296429642963, + -0.2956295629562957, + -0.2948294829482947, + -0.2940294029402941, + -0.2932293229322931, + -0.2924292429242925, + -0.2916291629162915, + -0.2908290829082909, + -0.2900290029002899, + -0.2892289228922893, + -0.2884288428842883, + -0.2876287628762877, + -0.28682868286828667, + -0.2860286028602861, + -0.28522852285228506, + -0.2844284428442845, + -0.28362836283628345, + -0.2828282828282829, + -0.28202820282028185, + -0.28122812281228127, + -0.28042804280428024, + -0.27962796279627966, + -0.27882788278827864, + -0.27802780278027805, + -0.27722772277227703, + -0.27642764276427645, + -0.2756275627562754, + -0.27482748274827484, + -0.2740274027402738, + -0.27322732273227324, + -0.2724272427242722, + -0.27162716271627163, + -0.2708270827082706, + -0.27002700270027, + -0.269226922692269, + -0.2684268426842684, + -0.2676267626762674, + -0.2668266826682668, + -0.2660266026602658, + -0.2652265226522652, + -0.2644264426442642, + -0.2636263626362636, + -0.2628262826282626, + -0.262026202620262, + -0.26122612261226097, + -0.2604260426042604, + -0.25962596259625936, + -0.2588258825882588, + -0.25802580258025776, + -0.2572257225722572, + -0.25642564256425615, + -0.25562556255625557, + -0.25482548254825454, + -0.25402540254025396, + -0.25322532253225294, + -0.25242524252425236, + -0.25162516251625133, + -0.25082508250825075, + -0.2500250025002497, + -0.24922492249224915, + -0.24842484248424812, + -0.24762476247624754, + -0.24682468246824651, + -0.24602460246024593, + -0.2452245224522449, + -0.24442444244424433, + -0.2436243624362433, + -0.24282428242824272, + -0.2420242024202417, + -0.24122412241224112, + -0.2404240424042401, + -0.2396239623962395, + -0.23882388238823848, + -0.2380238023802379, + -0.23722372237223732, + -0.2364236423642363, + -0.23562356235623572, + -0.2348234823482347, + -0.2340234023402341, + -0.23322332233223309, + -0.2324232423242325, + -0.23162316231623148, + -0.2308230823082309, + -0.23002300230022987, + -0.2292229222922293, + -0.22842284228422827, + -0.22762276227622769, + -0.22682268226822666, + -0.22602260226022608, + -0.22522252225222505, + -0.22442244224422447, + -0.22362236223622345, + -0.22282228222822287, + -0.22202220222022184, + -0.22122212221222126, + -0.22042204220422024, + -0.21962196219621966, + -0.21882188218821863, + -0.21802180218021805, + -0.21722172217221702, + -0.21642164216421644, + -0.21562156215621542, + -0.21482148214821484, + -0.2140214021402138, + -0.21322132213221323, + -0.2124212421242122, + -0.21162116211621163, + -0.2108210821082106, + -0.21002100210021002, + -0.209220922092209, + -0.2084208420842084, + -0.2076207620762074, + -0.2068206820682068, + -0.20602060206020578, + -0.2052205220522052, + -0.20442044204420418, + -0.2036203620362036, + -0.20282028202820257, + -0.202020202020202, + -0.20122012201220096, + -0.20042004200420038, + -0.19961996199619936, + -0.19881988198819878, + -0.19801980198019775, + -0.19721972197219717, + -0.19641964196419615, + -0.19561956195619556, + -0.19481948194819454, + -0.19401940194019396, + -0.19321932193219293, + -0.19241924192419235, + -0.19161916191619133, + -0.19081908190819075, + -0.19001900190018972, + -0.18921892189218914, + -0.18841884188418812, + -0.18761876187618753, + -0.1868186818681865, + -0.18601860186018593, + -0.1852185218521849, + -0.18441844184418432, + -0.1836183618361833, + -0.18281828182818272, + -0.1820182018201817, + -0.1812181218121811, + -0.18041804180418008, + -0.1796179617961795, + -0.17881788178817848, + -0.1780178017801779, + -0.17721772177217687, + -0.1764176417641763, + -0.1756175617561757, + -0.17481748174817469, + -0.1740174017401741, + -0.17321732173217308, + -0.1724172417241725, + -0.17161716171617147, + -0.1708170817081709, + -0.17001700170016987, + -0.1692169216921693, + -0.16841684168416826, + -0.16761676167616768, + -0.16681668166816666, + -0.16601660166016607, + -0.16521652165216505, + -0.16441644164416447, + -0.16361636163616344, + -0.16281628162816286, + -0.16201620162016184, + -0.16121612161216126, + -0.16041604160416023, + -0.15961596159615965, + -0.15881588158815862, + -0.15801580158015804, + -0.15721572157215702, + -0.15641564156415644, + -0.1556155615561554, + -0.15481548154815483, + -0.1540154015401538, + -0.15321532153215323, + -0.1524152415241522, + -0.15161516151615162, + -0.1508150815081506, + -0.15001500150015, + -0.149214921492149, + -0.1484148414841484, + -0.14761476147614738, + -0.1468146814681468, + -0.14601460146014578, + -0.1452145214521452, + -0.14441444144414417, + -0.1436143614361436, + -0.14281428142814256, + -0.14201420142014198, + -0.14121412141214096, + -0.14041404140414038, + -0.13961396139613935, + -0.13881388138813877, + -0.13801380138013775, + -0.13721372137213717, + -0.13641364136413614, + -0.13561356135613556, + -0.13481348134813453, + -0.13401340134013395, + -0.13321332133213293, + -0.13241324132413235, + -0.13161316131613132, + -0.13081308130813074, + -0.13001300130012972, + -0.12921292129212913, + -0.1284128412841281, + -0.12761276127612753, + -0.1268126812681265, + -0.12601260126012592, + -0.1252125212521249, + -0.12441244124412432, + -0.12361236123612329, + -0.12281228122812271, + -0.12201220122012169, + -0.1212121212121211, + -0.12041204120412008, + -0.1196119611961195, + -0.11881188118811847, + -0.11801180118011789, + -0.11721172117211687, + -0.11641164116411629, + -0.1156115611561157, + -0.11481148114811468, + -0.1140114011401141, + -0.11321132113211307, + -0.1124112411241125, + -0.11161116111611147, + -0.11081108110811089, + -0.11001100110010986, + -0.10921092109210928, + -0.10841084108410826, + -0.10761076107610767, + -0.10681068106810665, + -0.10601060106010607, + -0.10521052105210504, + -0.10441044104410446, + -0.10361036103610344, + -0.10281028102810286, + -0.10201020102010183, + -0.10121012101210125, + -0.10041004100410023, + -0.09960996099609964, + -0.09880988098809862, + -0.09800980098009804, + -0.09720972097209701, + -0.09640964096409643, + -0.09560956095609541, + -0.09480948094809483, + -0.0940094009400938, + -0.09320932093209322, + -0.0924092409240922, + -0.09160916091609161, + -0.09080908090809059, + -0.09000900090009001, + -0.08920892089208898, + -0.0884088408840884, + -0.08760876087608738, + -0.0868086808680868, + -0.08600860086008577, + -0.08520852085208519, + -0.08440844084408416, + -0.08360836083608358, + -0.08280828082808256, + -0.08200820082008198, + -0.08120812081208095, + -0.08040804080408037, + -0.07960796079607935, + -0.07880788078807877, + -0.07800780078007774, + -0.07720772077207716, + -0.07640764076407613, + -0.07560756075607555, + -0.07480748074807453, + -0.07400740074007395, + -0.07320732073207292, + -0.07240724072407234, + -0.07160716071607132, + -0.07080708070807074, + -0.07000700070006971, + -0.06920692069206913, + -0.0684068406840681, + -0.06760676067606752, + -0.0668066806680665, + -0.06600660066006592, + -0.06520652065206489, + -0.06440644064406431, + -0.06360636063606329, + -0.0628062806280627, + -0.06200620062006168, + -0.0612061206120611, + -0.060406040604060074, + -0.05960596059605949, + -0.05880588058805847, + -0.05800580058005789, + -0.05720572057205686, + -0.05640564056405628, + -0.055605560556055256, + -0.054805480548054675, + -0.054005400540054094, + -0.05320532053205307, + -0.05240524052405249, + -0.05160516051605146, + -0.05080508050805088, + -0.050005000500049857, + -0.049204920492049276, + -0.04840484048404825, + -0.04760476047604767, + -0.046804680468046644, + -0.04600460046004606, + -0.04520452045204504, + -0.04440444044404446, + -0.04360436043604343, + -0.04280428042804285, + -0.042004200420041826, + -0.041204120412041245, + -0.04040404040404022, + -0.03960396039603964, + -0.038803880388038614, + -0.03800380038003803, + -0.03720372037203701, + -0.03640364036403643, + -0.0356035603560354, + -0.03480348034803482, + -0.034003400340033796, + -0.033203320332033215, + -0.03240324032403219, + -0.03160316031603161, + -0.030803080308030584, + -0.030003000300030003, + -0.029202920292028978, + -0.028402840284028397, + -0.02760276027602737, + -0.02680268026802679, + -0.026002600260025766, + -0.025202520252025185, + -0.02440244024402416, + -0.02360236023602358, + -0.022802280228022553, + -0.022002200220021972, + -0.021202120212020947, + -0.020402040204020366, + -0.01960196019601934, + -0.01880188018801876, + -0.018001800180017735, + -0.017201720172017154, + -0.01640164016401613, + -0.015601560156015548, + -0.014801480148014523, + -0.014001400140013942, + -0.013201320132012917, + -0.012401240124012336, + -0.011601160116011311, + -0.01080108010801073, + -0.010001000100009705, + -0.009200920092009124, + -0.008400840084008099, + -0.007600760076007518, + -0.006800680068006493, + -0.006000600060005912, + -0.005200520052004887, + -0.004400440044004306, + -0.0036003600360032806, + -0.0028002800280026996, + -0.0020002000200016745, + -0.0012001200120010935, + -0.00040004000400006845, + 0.00040004000400095663, + 0.0012001200120010935, + 0.0020002000200021186, + 0.0028002800280031437, + 0.0036003600360041688, + 0.004400440044004306, + 0.005200520052005331, + 0.006000600060006356, + 0.006800680068006493, + 0.007600760076007518, + 0.008400840084008543, + 0.009200920092009568, + 0.010001000100009705, + 0.01080108010801073, + 0.011601160116011755, + 0.01240124012401278, + 0.013201320132012917, + 0.014001400140013942, + 0.014801480148014967, + 0.015601560156015992, + 0.01640164016401613, + 0.017201720172017154, + 0.01800180018001818, + 0.018801880188019204, + 0.01960196019601934, + 0.020402040204020366, + 0.02120212021202139, + 0.022002200220022416, + 0.022802280228022553, + 0.02360236023602358, + 0.024402440244024604, + 0.02520252025202563, + 0.026002600260025766, + 0.02680268026802679, + 0.027602760276027816, + 0.02840284028402884, + 0.029202920292028978, + 0.030003000300030003, + 0.030803080308031028, + 0.03160316031603205, + 0.03240324032403219, + 0.033203320332033215, + 0.03400340034003424, + 0.034803480348035265, + 0.0356035603560354, + 0.03640364036403643, + 0.03720372037203745, + 0.03800380038003848, + 0.038803880388038614, + 0.03960396039603964, + 0.040404040404040664, + 0.04120412041204169, + 0.042004200420041826, + 0.04280428042804285, + 0.043604360436043876, + 0.0444044404440449, + 0.04520452045204504, + 0.04600460046004606, + 0.04680468046804709, + 0.047604760476048114, + 0.04840484048404825, + 0.049204920492049276, + 0.0500050005000503, + 0.050805080508051326, + 0.05160516051605146, + 0.05240524052405249, + 0.05320532053205351, + 0.05400540054005454, + 0.054805480548054675, + 0.0556055605560557, + 0.056405640564056725, + 0.05720572057205775, + 0.05800580058005789, + 0.05880588058805891, + 0.05960596059605994, + 0.06040604060406096, + 0.0612061206120611, + 0.062006200620062124, + 0.06280628062806315, + 0.06360636063606417, + 0.06440644064406431, + 0.06520652065206534, + 0.06600660066006636, + 0.0668066806680665, + 0.06760676067606752, + 0.06840684068406855, + 0.06920692069206957, + 0.07000700070006971, + 0.07080708070807074, + 0.07160716071607176, + 0.07240724072407279, + 0.07320732073207292, + 0.07400740074007395, + 0.07480748074807497, + 0.075607560756076, + 0.07640764076407613, + 0.07720772077207716, + 0.07800780078007818, + 0.07880788078807921, + 0.07960796079607935, + 0.08040804080408037, + 0.0812081208120814, + 0.08200820082008242, + 0.08280828082808256, + 0.08360836083608358, + 0.08440844084408461, + 0.08520852085208563, + 0.08600860086008577, + 0.0868086808680868, + 0.08760876087608782, + 0.08840884088408885, + 0.08920892089208898, + 0.09000900090009001, + 0.09080908090809103, + 0.09160916091609206, + 0.0924092409240922, + 0.09320932093209322, + 0.09400940094009425, + 0.09480948094809527, + 0.09560956095609541, + 0.09640964096409643, + 0.09720972097209746, + 0.09800980098009848, + 0.09880988098809862, + 0.09960996099609964, + 0.10041004100410067, + 0.1012101210121017, + 0.10201020102010183, + 0.10281028102810286, + 0.10361036103610388, + 0.1044104410441049, + 0.10521052105210504, + 0.10601060106010607, + 0.1068106810681071, + 0.10761076107610812, + 0.10841084108410826, + 0.10921092109210928, + 0.1100110011001103, + 0.11081108110811133, + 0.11161116111611147, + 0.1124112411241125, + 0.11321132113211352, + 0.11401140114011454, + 0.11481148114811468, + 0.1156115611561157, + 0.11641164116411673, + 0.11721172117211776, + 0.11801180118011789, + 0.11881188118811892, + 0.11961196119611994, + 0.12041204120412097, + 0.1212121212121211, + 0.12201220122012213, + 0.12281228122812315, + 0.12361236123612418, + 0.12441244124412432, + 0.12521252125212534, + 0.12601260126012637, + 0.1268126812681265, + 0.12761276127612753, + 0.12841284128412855, + 0.12921292129212958, + 0.13001300130012972, + 0.13081308130813074, + 0.13161316131613177, + 0.1324132413241328, + 0.13321332133213293, + 0.13401340134013395, + 0.13481348134813498, + 0.135613561356136, + 0.13641364136413614, + 0.13721372137213717, + 0.1380138013801382, + 0.13881388138813922, + 0.13961396139613935, + 0.14041404140414038, + 0.1412141214121414, + 0.14201420142014243, + 0.14281428142814256, + 0.1436143614361436, + 0.14441444144414461, + 0.14521452145214564, + 0.14601460146014578, + 0.1468146814681468, + 0.14761476147614783, + 0.14841484148414885, + 0.149214921492149, + 0.15001500150015, + 0.15081508150815104, + 0.15161516151615206, + 0.1524152415241522, + 0.15321532153215323, + 0.15401540154015425, + 0.15481548154815528, + 0.1556155615561554, + 0.15641564156415644, + 0.15721572157215746, + 0.1580158015801585, + 0.15881588158815862, + 0.15961596159615965, + 0.16041604160416068, + 0.1612161216121617, + 0.16201620162016184, + 0.16281628162816286, + 0.1636163616361639, + 0.1644164416441649, + 0.16521652165216505, + 0.16601660166016607, + 0.1668166816681671, + 0.16761676167616812, + 0.16841684168416826, + 0.1692169216921693, + 0.1700170017001703, + 0.17081708170817134, + 0.17161716171617147, + 0.1724172417241725, + 0.17321732173217352, + 0.17401740174017455, + 0.17481748174817469, + 0.1756175617561757, + 0.17641764176417674, + 0.17721772177217776, + 0.1780178017801779, + 0.17881788178817892, + 0.17961796179617995, + 0.18041804180418097, + 0.1812181218121811, + 0.18201820182018214, + 0.18281828182818316, + 0.18361836183618419, + 0.18441844184418432, + 0.18521852185218535, + 0.18601860186018637, + 0.1868186818681874, + 0.18761876187618753, + 0.18841884188418856, + 0.18921892189218958, + 0.19001900190018972, + 0.19081908190819075, + 0.19161916191619177, + 0.1924192419241928, + 0.19321932193219293, + 0.19401940194019396, + 0.19481948194819498, + 0.195619561956196, + 0.19641964196419615, + 0.19721972197219717, + 0.1980198019801982, + 0.19881988198819922, + 0.19961996199619936, + 0.20042004200420038, + 0.2012201220122014, + 0.20202020202020243, + 0.20282028202820257, + 0.2036203620362036, + 0.20442044204420462, + 0.20522052205220565, + 0.20602060206020578, + 0.2068206820682068, + 0.20762076207620783, + 0.20842084208420886, + 0.209220922092209, + 0.21002100210021002, + 0.21082108210821104, + 0.21162116211621207, + 0.2124212421242122, + 0.21322132213221323, + 0.21402140214021426, + 0.21482148214821528, + 0.21562156215621542, + 0.21642164216421644, + 0.21722172217221747, + 0.2180218021802185, + 0.21882188218821863, + 0.21962196219621966, + 0.22042204220422068, + 0.2212221222122217, + 0.22202220222022184, + 0.22282228222822287, + 0.2236223622362239, + 0.22442244224422492, + 0.22522252225222505, + 0.22602260226022608, + 0.2268226822682271, + 0.22762276227622813, + 0.22842284228422827, + 0.2292229222922293, + 0.23002300230023032, + 0.23082308230823134, + 0.23162316231623148, + 0.2324232423242325, + 0.23322332233223353, + 0.23402340234023455, + 0.2348234823482347, + 0.23562356235623572, + 0.23642364236423674, + 0.23722372237223777, + 0.2380238023802379, + 0.23882388238823893, + 0.23962396239623995, + 0.24042404240424098, + 0.24122412241224112, + 0.24202420242024214, + 0.24282428242824317, + 0.2436243624362442, + 0.24442444244424433, + 0.24522452245224535, + 0.24602460246024638, + 0.2468246824682474, + 0.24762476247624754, + 0.24842484248424856, + 0.2492249224922496, + 0.2500250025002497, + 0.25082508250825075, + 0.2516251625162518, + 0.2524252425242528, + 0.25322532253225294, + 0.25402540254025396, + 0.254825482548255, + 0.255625562556256, + 0.25642564256425615, + 0.2572257225722572, + 0.2580258025802582, + 0.2588258825882592, + 0.25962596259625936, + 0.2604260426042604, + 0.2612261226122614, + 0.26202620262026244, + 0.2628262826282626, + 0.2636263626362636, + 0.2644264426442646, + 0.26522652265226565, + 0.2660266026602658, + 0.2668266826682668, + 0.26762676267626784, + 0.26842684268426886, + 0.269226922692269, + 0.27002700270027, + 0.27082708270827105, + 0.2716271627162721, + 0.2724272427242722, + 0.27322732273227324, + 0.27402740274027426, + 0.2748274827482753, + 0.2756275627562754, + 0.27642764276427645, + 0.2772277227722775, + 0.2780278027802785, + 0.27882788278827864, + 0.27962796279627966, + 0.2804280428042807, + 0.2812281228122817, + 0.28202820282028185, + 0.2828282828282829, + 0.2836283628362839, + 0.2844284428442849, + 0.28522852285228506, + 0.2860286028602861, + 0.2868286828682871, + 0.28762876287628814, + 0.2884288428842883, + 0.2892289228922893, + 0.2900290029002903, + 0.29082908290829135, + 0.2916291629162915, + 0.2924292429242925, + 0.29322932293229353, + 0.29402940294029456, + 0.2948294829482947, + 0.2956295629562957, + 0.29642964296429675, + 0.29722972297229777, + 0.2980298029802979, + 0.29882988298829893, + 0.29962996299629996, + 0.300430043004301, + 0.3012301230123011, + 0.30203020302030215, + 0.30283028302830317, + 0.3036303630363042, + 0.30443044304430433, + 0.30523052305230536, + 0.3060306030603064, + 0.3068306830683074, + 0.30763076307630755, + 0.30843084308430857, + 0.3092309230923096, + 0.31003100310030973, + 0.31083108310831076, + 0.3116311631163118, + 0.3124312431243128, + 0.31323132313231294, + 0.31403140314031397, + 0.314831483148315, + 0.315631563156316, + 0.31643164316431616, + 0.3172317231723172, + 0.3180318031803182, + 0.31883188318831923, + 0.31963196319631937, + 0.3204320432043204, + 0.3212321232123214, + 0.32203220322032244, + 0.3228322832283226, + 0.3236323632363236, + 0.32443244324432463, + 0.32523252325232566, + 0.3260326032603258, + 0.3268326832683268, + 0.32763276327632784, + 0.32843284328432887, + 0.329232923292329, + 0.33003300330033003, + 0.33083308330833106, + 0.3316331633163321, + 0.3324332433243322, + 0.33323332333233324, + 0.33403340334033427, + 0.3348334833483353, + 0.33563356335633543, + 0.33643364336433645, + 0.3372337233723375, + 0.3380338033803385, + 0.33883388338833864, + 0.33963396339633967, + 0.3404340434043407, + 0.3412341234123417, + 0.34203420342034185, + 0.3428342834283429, + 0.3436343634363439, + 0.34443444344434493, + 0.34523452345234507, + 0.3460346034603461, + 0.3468346834683471, + 0.34763476347634814, + 0.3484348434843483, + 0.3492349234923493, + 0.35003500350035033, + 0.35083508350835135, + 0.3516351635163515, + 0.3524352435243525, + 0.35323532353235354, + 0.35403540354035457, + 0.3548354835483547, + 0.3556355635563557, + 0.35643564356435675, + 0.3572357235723578, + 0.3580358035803579, + 0.35883588358835894, + 0.35963596359635996, + 0.360436043604361, + 0.3612361236123611, + 0.36203620362036215, + 0.3628362836283632, + 0.3636363636363642, + 0.36443644364436434, + 0.36523652365236536, + 0.3660366036603664, + 0.3668366836683674, + 0.36763676367636755, + 0.3684368436843686, + 0.3692369236923696, + 0.37003700370036974, + 0.37083708370837076, + 0.3716371637163718, + 0.3724372437243728, + 0.37323732373237295, + 0.374037403740374, + 0.374837483748375, + 0.375637563756376, + 0.37643764376437616, + 0.3772377237723772, + 0.3780378037803782, + 0.37883788378837924, + 0.3796379637963794, + 0.3804380438043804, + 0.3812381238123814, + 0.38203820382038245, + 0.3828382838283826, + 0.3836383638363836, + 0.38443844384438464, + 0.38523852385238566, + 0.3860386038603858, + 0.3868386838683868, + 0.38763876387638785, + 0.3884388438843889, + 0.389238923892389, + 0.39003900390039004, + 0.39083908390839106, + 0.3916391639163921, + 0.3924392439243922, + 0.39323932393239325, + 0.3940394039403943, + 0.3948394839483953, + 0.39563956395639543, + 0.39643964396439646, + 0.3972397239723975, + 0.3980398039803985, + 0.39883988398839865, + 0.39963996399639967, + 0.4004400440044007, + 0.4012401240124017, + 0.40204020402040186, + 0.4028402840284029, + 0.4036403640364039, + 0.40444044404440493, + 0.40524052405240507, + 0.4060406040604061, + 0.4068406840684071, + 0.40764076407640815, + 0.4084408440844083, + 0.4092409240924093, + 0.41004100410041033, + 0.41084108410841136, + 0.4116411641164115, + 0.4124412441244125, + 0.41324132413241355, + 0.41404140414041457, + 0.4148414841484147, + 0.41564156415641573, + 0.41644164416441676, + 0.4172417241724178, + 0.4180418041804179, + 0.41884188418841894, + 0.41964196419641997, + 0.420442044204421, + 0.42124212421242113, + 0.42204220422042216, + 0.4228422842284232, + 0.4236423642364242, + 0.42444244424442434, + 0.42524252425242537, + 0.4260426042604264, + 0.4268426842684274, + 0.42764276427642756, + 0.4284428442844286, + 0.4292429242924296, + 0.43004300430043063, + 0.43084308430843077, + 0.4316431643164318, + 0.4324432443244328, + 0.43324332433243296, + 0.434043404340434, + 0.434843484348435, + 0.43564356435643603, + 0.43644364436443617, + 0.4372437243724372, + 0.4380438043804382, + 0.43884388438843924, + 0.4396439643964394, + 0.4404440444044404, + 0.44124412441244143, + 0.44204420442044245, + 0.4428442844284426, + 0.4436443644364436, + 0.44444444444444464, + 0.44524452445244567, + 0.4460446044604458, + 0.44684468446844683, + 0.44764476447644785, + 0.4484448444844489, + 0.449244924492449, + 0.45004500450045004, + 0.45084508450845107, + 0.4516451645164521, + 0.45244524452445223, + 0.45324532453245325, + 0.4540454045404543, + 0.4548454845484553, + 0.45564556455645544, + 0.45644564456445647, + 0.4572457245724575, + 0.4580458045804585, + 0.45884588458845865, + 0.4596459645964597, + 0.4604460446044607, + 0.4612461246124617, + 0.46204620462046186, + 0.4628462846284629, + 0.4636463646364639, + 0.46444644464446494, + 0.4652465246524651, + 0.4660466046604661, + 0.4668466846684671, + 0.46764676467646815, + 0.4684468446844683, + 0.4692469246924693, + 0.47004700470047034, + 0.47084708470847136, + 0.4716471647164715, + 0.4724472447244725, + 0.47324732473247355, + 0.4740474047404746, + 0.4748474847484747, + 0.47564756475647574, + 0.47644764476447676, + 0.4772477247724778, + 0.4780478047804779, + 0.47884788478847895, + 0.47964796479648, + 0.480448044804481, + 0.48124812481248114, + 0.48204820482048216, + 0.4828482848284832, + 0.4836483648364842, + 0.48444844484448435, + 0.4852485248524854, + 0.4860486048604864, + 0.4868486848684874, + 0.48764876487648756, + 0.4884488448844886, + 0.4892489248924896, + 0.49004900490049064, + 0.4908490849084908, + 0.4916491649164918, + 0.4924492449244928, + 0.49324932493249296, + 0.494049404940494, + 0.494849484948495, + 0.49564956495649604, + 0.4964496449644962, + 0.4972497249724972, + 0.4980498049804982, + 0.49884988498849925, + 0.4996499649964994, + 0.5004500450045004, + 0.5012501250125014, + 0.5020502050205025, + 0.5028502850285026, + 0.5036503650365036, + 0.5044504450445046, + 0.5052505250525057, + 0.5060506050605058, + 0.5068506850685068, + 0.5076507650765079, + 0.5084508450845089, + 0.509250925092509, + 0.51005100510051, + 0.5108510851085111, + 0.5116511651165121, + 0.5124512451245122, + 0.5132513251325133, + 0.5140514051405143, + 0.5148514851485153, + 0.5156515651565154, + 0.5164516451645165, + 0.5172517251725175, + 0.5180518051805185, + 0.5188518851885187, + 0.5196519651965197, + 0.5204520452045207, + 0.5212521252125217, + 0.5220522052205219, + 0.5228522852285229, + 0.5236523652365239, + 0.524452445244525, + 0.5252525252525251, + 0.5260526052605261, + 0.5268526852685271, + 0.5276527652765282, + 0.5284528452845283, + 0.5292529252925293, + 0.5300530053005303, + 0.5308530853085314, + 0.5316531653165315, + 0.5324532453245325, + 0.5332533253325336, + 0.5340534053405346, + 0.5348534853485347, + 0.5356535653565357, + 0.5364536453645368, + 0.5372537253725378, + 0.5380538053805379, + 0.538853885388539, + 0.53965396539654, + 0.540454045404541, + 0.5412541254125411, + 0.5420542054205422, + 0.5428542854285432, + 0.5436543654365442, + 0.5444544454445444, + 0.5452545254525454, + 0.5460546054605464, + 0.5468546854685474, + 0.5476547654765476, + 0.5484548454845486, + 0.5492549254925496, + 0.5500550055005506, + 0.5508550855085508, + 0.5516551655165518, + 0.5524552455245528, + 0.553255325532553, + 0.554055405540554, + 0.554855485548555, + 0.555655565556556, + 0.5564556455645562, + 0.5572557255725572, + 0.5580558055805582, + 0.5588558855885593, + 0.5596559655965594, + 0.5604560456045604, + 0.5612561256125614, + 0.5620562056205625, + 0.5628562856285626, + 0.5636563656365636, + 0.5644564456445647, + 0.5652565256525657, + 0.5660566056605658, + 0.5668566856685668, + 0.5676567656765679, + 0.5684568456845689, + 0.569256925692569, + 0.57005700570057, + 0.5708570857085711, + 0.5716571657165721, + 0.5724572457245722, + 0.5732573257325733, + 0.5740574057405743, + 0.5748574857485753, + 0.5756575657565755, + 0.5764576457645765, + 0.5772577257725775, + 0.5780578057805785, + 0.5788578857885787, + 0.5796579657965797, + 0.5804580458045807, + 0.5812581258125817, + 0.5820582058205819, + 0.5828582858285829, + 0.5836583658365839, + 0.584458445844585, + 0.5852585258525851, + 0.5860586058605861, + 0.5868586858685871, + 0.5876587658765882, + 0.5884588458845883, + 0.5892589258925893, + 0.5900590059005903, + 0.5908590859085914, + 0.5916591659165915, + 0.5924592459245925, + 0.5932593259325936, + 0.5940594059405946, + 0.5948594859485947, + 0.5956595659565957, + 0.5964596459645968, + 0.5972597259725978, + 0.5980598059805979, + 0.598859885988599, + 0.5996599659966, + 0.600460046004601, + 0.6012601260126011, + 0.6020602060206022, + 0.6028602860286032, + 0.6036603660366042, + 0.6044604460446044, + 0.6052605260526054, + 0.6060606060606064, + 0.6068606860686074, + 0.6076607660766076, + 0.6084608460846086, + 0.6092609260926096, + 0.6100610061006106, + 0.6108610861086108, + 0.6116611661166118, + 0.6124612461246128, + 0.613261326132613, + 0.614061406140614, + 0.614861486148615, + 0.615661566156616, + 0.6164616461646162, + 0.6172617261726172, + 0.6180618061806182, + 0.6188618861886193, + 0.6196619661966194, + 0.6204620462046204, + 0.6212621262126214, + 0.6220622062206225, + 0.6228622862286226, + 0.6236623662366236, + 0.6244624462446247, + 0.6252625262526257, + 0.6260626062606258, + 0.6268626862686268, + 0.6276627662766279, + 0.6284628462846289, + 0.629262926292629, + 0.6300630063006301, + 0.6308630863086311, + 0.6316631663166321, + 0.6324632463246322, + 0.6332633263326333, + 0.6340634063406343, + 0.6348634863486353, + 0.6356635663566355, + 0.6364636463646365, + 0.6372637263726375, + 0.6380638063806385, + 0.6388638863886387, + 0.6396639663966397, + 0.6404640464046407, + 0.6412641264126417, + 0.6420642064206419, + 0.6428642864286429, + 0.6436643664366439, + 0.644464446444645, + 0.6452645264526451, + 0.6460646064606461, + 0.6468646864686471, + 0.6476647664766482, + 0.6484648464846483, + 0.6492649264926493, + 0.6500650065006504, + 0.6508650865086514, + 0.6516651665166515, + 0.6524652465246525, + 0.6532653265326536, + 0.6540654065406546, + 0.6548654865486547, + 0.6556655665566558, + 0.6564656465646568, + 0.6572657265726578, + 0.6580658065806579, + 0.658865886588659, + 0.65966596659666, + 0.660466046604661, + 0.6612661266126612, + 0.6620662066206622, + 0.6628662866286632, + 0.6636663666366642, + 0.6644664466446644, + 0.6652665266526654, + 0.6660666066606664, + 0.6668666866686674, + 0.6676667666766676, + 0.6684668466846686, + 0.6692669266926696, + 0.6700670067006707, + 0.6708670867086708, + 0.6716671667166718, + 0.6724672467246728, + 0.673267326732673, + 0.674067406740674, + 0.674867486748675, + 0.675667566756676, + 0.6764676467646762, + 0.6772677267726772, + 0.6780678067806782, + 0.6788678867886793, + 0.6796679667966794, + 0.6804680468046804, + 0.6812681268126815, + 0.6820682068206825, + 0.6828682868286826, + 0.6836683668366836, + 0.6844684468446847, + 0.6852685268526857, + 0.6860686068606858, + 0.6868686868686869, + 0.6876687668766879, + 0.6884688468846889, + 0.689268926892689, + 0.6900690069006901, + 0.6908690869086911, + 0.6916691669166921, + 0.6924692469246922, + 0.6932693269326933, + 0.6940694069406943, + 0.6948694869486953, + 0.6956695669566955, + 0.6964696469646965, + 0.6972697269726975, + 0.6980698069806985, + 0.6988698869886987, + 0.6996699669966997, + 0.7004700470047007, + 0.7012701270127017, + 0.7020702070207019, + 0.7028702870287029, + 0.7036703670367039, + 0.704470447044705, + 0.7052705270527051, + 0.7060706070607061, + 0.7068706870687071, + 0.7076707670767082, + 0.7084708470847083, + 0.7092709270927093, + 0.7100710071007104, + 0.7108710871087114, + 0.7116711671167115, + 0.7124712471247125, + 0.7132713271327136, + 0.7140714071407146, + 0.7148714871487147, + 0.7156715671567158, + 0.7164716471647168, + 0.7172717271727178, + 0.718071807180718, + 0.718871887188719, + 0.71967196719672, + 0.720472047204721, + 0.7212721272127212, + 0.7220722072207222, + 0.7228722872287232, + 0.7236723672367242, + 0.7244724472447244, + 0.7252725272527254, + 0.7260726072607264, + 0.7268726872687274, + 0.7276727672767276, + 0.7284728472847286, + 0.7292729272927296, + 0.7300730073007307, + 0.7308730873087308, + 0.7316731673167318, + 0.7324732473247328, + 0.7332733273327339, + 0.734073407340734, + 0.734873487348735, + 0.7356735673567361, + 0.7364736473647362, + 0.7372737273727372, + 0.7380738073807382, + 0.7388738873887393, + 0.7396739673967394, + 0.7404740474047404, + 0.7412741274127415, + 0.7420742074207425, + 0.7428742874287426, + 0.7436743674367436, + 0.7444744474447447, + 0.7452745274527457, + 0.7460746074607458, + 0.7468746874687469, + 0.7476747674767479, + 0.7484748474847489, + 0.749274927492749, + 0.7500750075007501, + 0.7508750875087511, + 0.7516751675167521, + 0.7524752475247523, + 0.7532753275327533, + 0.7540754075407543, + 0.7548754875487553, + 0.7556755675567555, + 0.7564756475647565, + 0.7572757275727575, + 0.7580758075807585, + 0.7588758875887587, + 0.7596759675967597, + 0.7604760476047607, + 0.7612761276127618, + 0.7620762076207619, + 0.7628762876287629, + 0.7636763676367639, + 0.764476447644765, + 0.7652765276527651, + 0.7660766076607661, + 0.7668766876687672, + 0.7676767676767682, + 0.7684768476847683, + 0.7692769276927693, + 0.7700770077007704, + 0.7708770877087714, + 0.7716771677167715, + 0.7724772477247726, + 0.7732773277327736, + 0.7740774077407746, + 0.7748774877487747, + 0.7756775677567758, + 0.7764776477647768, + 0.7772777277727778, + 0.778077807780778, + 0.778877887788779, + 0.77967796779678, + 0.780478047804781, + 0.7812781278127812, + 0.7820782078207822, + 0.7828782878287832, + 0.7836783678367842, + 0.7844784478447844, + 0.7852785278527854, + 0.7860786078607864, + 0.7868786878687875, + 0.7876787678767876, + 0.7884788478847886, + 0.7892789278927896, + 0.7900790079007907, + 0.7908790879087908, + 0.7916791679167918, + 0.7924792479247929, + 0.7932793279327939, + 0.794079407940794, + 0.794879487948795, + 0.7956795679567961, + 0.7964796479647962, + 0.7972797279727972, + 0.7980798079807983, + 0.7988798879887993, + 0.7996799679967994, + 0.8004800480048004, + 0.8012801280128015, + 0.8020802080208025, + 0.8028802880288026, + 0.8036803680368036, + 0.8044804480448047, + 0.8052805280528057, + 0.8060806080608058, + 0.8068806880688069, + 0.8076807680768079, + 0.8084808480848089, + 0.809280928092809, + 0.8100810081008101, + 0.8108810881088111, + 0.8116811681168121, + 0.8124812481248123, + 0.8132813281328133, + 0.8140814081408143, + 0.8148814881488153, + 0.8156815681568155, + 0.8164816481648165, + 0.8172817281728175, + 0.8180818081808185, + 0.8188818881888187, + 0.8196819681968197, + 0.8204820482048207, + 0.8212821282128218, + 0.8220822082208219, + 0.8228822882288229, + 0.823682368236824, + 0.824482448244825, + 0.8252825282528251, + 0.8260826082608261, + 0.8268826882688272, + 0.8276827682768282, + 0.8284828482848283, + 0.8292829282928293, + 0.8300830083008304, + 0.8308830883088314, + 0.8316831683168315, + 0.8324832483248326, + 0.8332833283328336, + 0.8340834083408346, + 0.8348834883488347, + 0.8356835683568358, + 0.8364836483648368, + 0.8372837283728378, + 0.838083808380838, + 0.838883888388839, + 0.83968396839684, + 0.840484048404841, + 0.8412841284128412, + 0.8420842084208422, + 0.8428842884288432, + 0.8436843684368442, + 0.8444844484448444, + 0.8452845284528454, + 0.8460846084608464, + 0.8468846884688475, + 0.8476847684768476, + 0.8484848484848486, + 0.8492849284928496, + 0.8500850085008507, + 0.8508850885088508, + 0.8516851685168518, + 0.8524852485248529, + 0.8532853285328539, + 0.854085408540854, + 0.854885488548855, + 0.8556855685568561, + 0.8564856485648562, + 0.8572857285728572, + 0.8580858085808583, + 0.8588858885888593, + 0.8596859685968594, + 0.8604860486048604, + 0.8612861286128615, + 0.8620862086208625, + 0.8628862886288626, + 0.8636863686368637, + 0.8644864486448647, + 0.8652865286528657, + 0.8660866086608658, + 0.8668866886688669, + 0.8676867686768679, + 0.8684868486848689, + 0.869286928692869, + 0.8700870087008701, + 0.8708870887088711, + 0.8716871687168721, + 0.8724872487248723, + 0.8732873287328733, + 0.8740874087408743, + 0.8748874887488753, + 0.8756875687568755, + 0.8764876487648765, + 0.8772877287728775, + 0.8780878087808786, + 0.8788878887888787, + 0.8796879687968797, + 0.8804880488048807, + 0.8812881288128818, + 0.8820882088208819, + 0.8828882888288829, + 0.883688368836884, + 0.884488448844885, + 0.8852885288528851, + 0.8860886088608861, + 0.8868886888688872, + 0.8876887688768882, + 0.8884888488848883, + 0.8892889288928894, + 0.8900890089008904, + 0.8908890889088914, + 0.8916891689168915, + 0.8924892489248926, + 0.8932893289328936, + 0.8940894089408946, + 0.8948894889488948, + 0.8956895689568958, + 0.8964896489648968, + 0.8972897289728978, + 0.898089808980898, + 0.898889888988899, + 0.8996899689969, + 0.900490049004901, + 0.9012901290129012, + 0.9020902090209022, + 0.9028902890289032, + 0.9036903690369043, + 0.9044904490449044, + 0.9052905290529054, + 0.9060906090609064, + 0.9068906890689075, + 0.9076907690769076, + 0.9084908490849086, + 0.9092909290929096, + 0.9100910091009107, + 0.9108910891089108, + 0.9116911691169118, + 0.9124912491249129, + 0.9132913291329139, + 0.914091409140914, + 0.914891489148915, + 0.9156915691569161, + 0.9164916491649162, + 0.9172917291729172, + 0.9180918091809183, + 0.9188918891889193, + 0.9196919691969194, + 0.9204920492049204, + 0.9212921292129215, + 0.9220922092209225, + 0.9228922892289226, + 0.9236923692369237, + 0.9244924492449247, + 0.9252925292529257, + 0.9260926092609258, + 0.9268926892689269, + 0.9276927692769279, + 0.9284928492849289, + 0.9292929292929291, + 0.9300930093009301, + 0.9308930893089311, + 0.9316931693169321, + 0.9324932493249323, + 0.9332933293329333, + 0.9340934093409343, + 0.9348934893489353, + 0.9356935693569355, + 0.9364936493649365, + 0.9372937293729375, + 0.9380938093809386, + 0.9388938893889387, + 0.9396939693969397, + 0.9404940494049407, + 0.9412941294129418, + 0.9420942094209419, + 0.9428942894289429, + 0.943694369436944, + 0.944494449444945, + 0.9452945294529451, + 0.9460946094609461, + 0.9468946894689472, + 0.9476947694769482, + 0.9484948494849483, + 0.9492949294929494, + 0.9500950095009504, + 0.9508950895089514, + 0.9516951695169515, + 0.9524952495249526, + 0.9532953295329536, + 0.9540954095409546, + 0.9548954895489548, + 0.9556955695569558, + 0.9564956495649568, + 0.9572957295729578, + 0.958095809580958, + 0.958895889588959, + 0.95969596959696, + 0.960496049604961, + 0.9612961296129612, + 0.9620962096209622, + 0.9628962896289632, + 0.9636963696369643, + 0.9644964496449644, + 0.9652965296529654, + 0.9660966096609664, + 0.9668966896689675, + 0.9676967696769676, + 0.9684968496849686, + 0.9692969296929697, + 0.9700970097009707, + 0.9708970897089708, + 0.9716971697169718, + 0.9724972497249729, + 0.9732973297329739, + 0.974097409740974, + 0.974897489748975, + 0.9756975697569761, + 0.9764976497649762, + 0.9772977297729772, + 0.9780978097809783, + 0.9788978897889793, + 0.9796979697969794, + 0.9804980498049805, + 0.9812981298129815, + 0.9820982098209825, + 0.9828982898289826, + 0.9836983698369837, + 0.9844984498449847, + 0.9852985298529857, + 0.9860986098609859, + 0.9868986898689869, + 0.9876987698769879, + 0.9884988498849889, + 0.9892989298929891, + 0.9900990099009901, + 0.9908990899089911, + 0.9916991699169921, + 0.9924992499249923, + 0.9932993299329933, + 0.9940994099409943, + 0.9948994899489954, + 0.9956995699569955, + 0.9964996499649965, + 0.9972997299729975, + 0.9980998099809986, + 0.9988998899889987, + 0.9996999699969997, + 1.0005000500050008, + 1.0013001300130018, + 1.002100210021002, + 1.002900290029003, + 1.003700370037004, + 1.004500450045005, + 1.0053005300530051, + 1.0061006100610062, + 1.0069006900690072, + 1.0077007700770082, + 1.0085008500850083, + 1.0093009300930094, + 1.0101010101010104, + 1.0109010901090114, + 1.0117011701170116, + 1.0125012501250126, + 1.0133013301330136, + 1.0141014101410146, + 1.0149014901490148, + 1.0157015701570158, + 1.0165016501650168, + 1.0173017301730178, + 1.018101810181018, + 1.018901890189019, + 1.01970197019702, + 1.020502050205021, + 1.0213021302130212, + 1.0221022102210222, + 1.0229022902290232, + 1.0237023702370243, + 1.0245024502450244, + 1.0253025302530254, + 1.0261026102610264, + 1.0269026902690275, + 1.0277027702770276, + 1.0285028502850286, + 1.0293029302930297, + 1.0301030103010307, + 1.0309030903090308, + 1.0317031703170318, + 1.0325032503250329, + 1.033303330333034, + 1.034103410341034, + 1.034903490349035, + 1.035703570357036, + 1.036503650365037, + 1.0373037303730372, + 1.0381038103810383, + 1.0389038903890393, + 1.0397039703970394, + 1.0405040504050405, + 1.0413041304130415, + 1.0421042104210425, + 1.0429042904290426, + 1.0437043704370437, + 1.0445044504450447, + 1.0453045304530457, + 1.0461046104610459, + 1.0469046904690469, + 1.047704770477048, + 1.048504850485049, + 1.049304930493049, + 1.05010501050105, + 1.0509050905090511, + 1.0517051705170521, + 1.0525052505250523, + 1.0533053305330533, + 1.0541054105410543, + 1.0549054905490554, + 1.0557055705570555, + 1.0565056505650565, + 1.0573057305730575, + 1.0581058105810586, + 1.0589058905890587, + 1.0597059705970597, + 1.0605060506050608, + 1.0613061306130618, + 1.062106210621062, + 1.062906290629063, + 1.063706370637064, + 1.064506450645065, + 1.0653065306530651, + 1.0661066106610662, + 1.0669066906690672, + 1.0677067706770682, + 1.0685068506850683, + 1.0693069306930694, + 1.0701070107010704, + 1.0709070907090714, + 1.0717071707170716, + 1.0725072507250726, + 1.0733073307330736, + 1.0741074107410746, + 1.0749074907490748, + 1.0757075707570758, + 1.0765076507650768, + 1.0773077307730778, + 1.078107810781078, + 1.078907890789079, + 1.07970797079708, + 1.080508050805081, + 1.0813081308130812, + 1.0821082108210822, + 1.0829082908290832, + 1.0837083708370843, + 1.0845084508450844, + 1.0853085308530854, + 1.0861086108610865, + 1.0869086908690875, + 1.0877087708770876, + 1.0885088508850886, + 1.0893089308930897, + 1.0901090109010907, + 1.0909090909090908, + 1.0917091709170919, + 1.0925092509250929, + 1.093309330933094, + 1.094109410941094, + 1.094909490949095, + 1.095709570957096, + 1.0965096509650971, + 1.0973097309730973, + 1.0981098109810983, + 1.0989098909890993, + 1.0997099709970994, + 1.1005100510051005, + 1.1013101310131015, + 1.1021102110211025, + 1.1029102910291027, + 1.1037103710371037, + 1.1045104510451047, + 1.1053105310531057, + 1.1061106110611059, + 1.106910691069107, + 1.107710771077108, + 1.108510851085109, + 1.109310931093109, + 1.11011101110111, + 1.1109110911091111, + 1.1117111711171122, + 1.1125112511251123, + 1.1133113311331133, + 1.1141114111411143, + 1.1149114911491154, + 1.1157115711571155, + 1.1165116511651165, + 1.1173117311731176, + 1.1181118111811186, + 1.1189118911891187, + 1.1197119711971197, + 1.1205120512051208, + 1.1213121312131218, + 1.122112211221122, + 1.122912291229123, + 1.123712371237124, + 1.124512451245125, + 1.1253125312531251, + 1.1261126112611262, + 1.1269126912691272, + 1.1277127712771282, + 1.1285128512851283, + 1.1293129312931294, + 1.1301130113011304, + 1.1309130913091314, + 1.1317131713171316, + 1.1325132513251326, + 1.1333133313331336, + 1.1341134113411346, + 1.1349134913491348, + 1.1357135713571358, + 1.1365136513651368, + 1.1373137313731378, + 1.138113811381138, + 1.138913891389139, + 1.13971397139714, + 1.140514051405141, + 1.1413141314131412, + 1.1421142114211422, + 1.1429142914291432, + 1.1437143714371443, + 1.1445144514451444, + 1.1453145314531454, + 1.1461146114611465, + 1.1469146914691475, + 1.1477147714771476, + 1.1485148514851486, + 1.1493149314931497, + 1.1501150115011507, + 1.1509150915091508, + 1.1517151715171519, + 1.1525152515251529, + 1.153315331533154, + 1.154115411541154, + 1.154915491549155, + 1.155715571557156, + 1.1565156515651571, + 1.1573157315731573, + 1.1581158115811583, + 1.1589158915891593, + 1.1597159715971594, + 1.1605160516051605, + 1.1613161316131615, + 1.1621162116211625, + 1.1629162916291627, + 1.1637163716371637, + 1.1645164516451647, + 1.1653165316531657, + 1.1661166116611659, + 1.166916691669167, + 1.167716771677168, + 1.168516851685169, + 1.169316931693169, + 1.17011701170117, + 1.1709170917091711, + 1.1717171717171722, + 1.1725172517251723, + 1.1733173317331733, + 1.1741174117411743, + 1.1749174917491754, + 1.1757175717571755, + 1.1765176517651765, + 1.1773177317731776, + 1.1781178117811786, + 1.1789178917891787, + 1.1797179717971797, + 1.1805180518051808, + 1.1813181318131818, + 1.182118211821182, + 1.182918291829183, + 1.183718371837184, + 1.184518451845185, + 1.1853185318531851, + 1.1861186118611862, + 1.1869186918691872, + 1.1877187718771882, + 1.1885188518851884, + 1.1893189318931894, + 1.1901190119011904, + 1.1909190919091914, + 1.1917191719171916, + 1.1925192519251926, + 1.1933193319331936, + 1.1941194119411946, + 1.1949194919491948, + 1.1957195719571958, + 1.1965196519651968, + 1.1973197319731979, + 1.198119811981198, + 1.198919891989199, + 1.1997199719972, + 1.200520052005201, + 1.2013201320132012, + 1.2021202120212022, + 1.2029202920292033, + 1.2037203720372043, + 1.2045204520452044, + 1.2053205320532054, + 1.2061206120612065, + 1.2069206920692075, + 1.2077207720772076, + 1.2085208520852087, + 1.2093209320932097, + 1.2101210121012107, + 1.2109210921092108, + 1.2117211721172119, + 1.212521252125213, + 1.213321332133214, + 1.214121412141214, + 1.214921492149215, + 1.215721572157216, + 1.2165216521652171, + 1.2173217321732173, + 1.2181218121812183, + 1.2189218921892193, + 1.2197219721972195, + 1.2205220522052205, + 1.2213221322132215, + 1.2221222122212225, + 1.2229222922292227, + 1.2237223722372237, + 1.2245224522452247, + 1.2253225322532257, + 1.2261226122612259, + 1.226922692269227, + 1.227722772277228, + 1.228522852285229, + 1.229322932293229, + 1.2301230123012301, + 1.2309230923092311, + 1.2317231723172322, + 1.2325232523252323, + 1.2333233323332333, + 1.2341234123412343, + 1.2349234923492354, + 1.2357235723572355, + 1.2365236523652365, + 1.2373237323732376, + 1.2381238123812386, + 1.2389238923892387, + 1.2397239723972397, + 1.2405240524052408, + 1.2413241324132418, + 1.242124212421242, + 1.242924292429243, + 1.243724372437244, + 1.244524452445245, + 1.2453245324532451, + 1.2461246124612462, + 1.2469246924692472, + 1.2477247724772482, + 1.2485248524852484, + 1.2493249324932494, + 1.2501250125012504, + 1.2509250925092514, + 1.2517251725172516, + 1.2525252525252526, + 1.2533253325332536, + 1.2541254125412546, + 1.2549254925492548, + 1.2557255725572558, + 1.2565256525652568, + 1.2573257325732579, + 1.258125812581258, + 1.258925892589259, + 1.25972597259726, + 1.260526052605261, + 1.2613261326132612, + 1.2621262126212622, + 1.2629262926292633, + 1.2637263726372643, + 1.2645264526452644, + 1.2653265326532654, + 1.2661266126612665, + 1.2669266926692675, + 1.2677267726772676, + 1.2685268526852687, + 1.2693269326932697, + 1.2701270127012707, + 1.2709270927092708, + 1.2717271727172719, + 1.272527252725273, + 1.273327332733274, + 1.274127412741274, + 1.274927492749275, + 1.275727572757276, + 1.2765276527652771, + 1.2773277327732773, + 1.2781278127812783, + 1.2789278927892793, + 1.2797279727972803, + 1.2805280528052805, + 1.2813281328132815, + 1.2821282128212825, + 1.2829282928292827, + 1.2837283728372837, + 1.2845284528452847, + 1.2853285328532857, + 1.2861286128612859, + 1.286928692869287, + 1.287728772877288, + 1.288528852885289, + 1.289328932893289, + 1.2901290129012901, + 1.2909290929092911, + 1.2917291729172922, + 1.2925292529252923, + 1.2933293329332933, + 1.2941294129412944, + 1.2949294929492954, + 1.2957295729572955, + 1.2965296529652965, + 1.2973297329732976, + 1.2981298129812986, + 1.2989298929892987, + 1.2997299729972998, + 1.3005300530053008, + 1.3013301330133018, + 1.302130213021302, + 1.302930293029303, + 1.303730373037304, + 1.304530453045305, + 1.3053305330533052, + 1.3061306130613062, + 1.3069306930693072, + 1.3077307730773082, + 1.3085308530853084, + 1.3093309330933094, + 1.3101310131013104, + 1.3109310931093114, + 1.3117311731173116, + 1.3125312531253126, + 1.3133313331333136, + 1.3141314131413147, + 1.3149314931493148, + 1.3157315731573158, + 1.3165316531653168, + 1.3173317331733179, + 1.318131813181318, + 1.318931893189319, + 1.31973197319732, + 1.320532053205321, + 1.3213321332133212, + 1.3221322132213222, + 1.3229322932293233, + 1.3237323732373243, + 1.3245324532453244, + 1.3253325332533255, + 1.3261326132613265, + 1.3269326932693275, + 1.3277327732773276, + 1.3285328532853287, + 1.3293329332933297, + 1.3301330133013307, + 1.3309330933093309, + 1.3317331733173319, + 1.332533253325333, + 1.333333333333334, + 1.334133413341334, + 1.334933493349335, + 1.3357335733573361, + 1.3365336533653371, + 1.3373337333733373, + 1.3381338133813383, + 1.3389338933893393, + 1.3397339733973403, + 1.3405340534053405, + 1.3413341334133415, + 1.3421342134213425, + 1.3429342934293427, + 1.3437343734373437, + 1.3445344534453447, + 1.3453345334533457, + 1.3461346134613459, + 1.346934693469347, + 1.347734773477348, + 1.348534853485349, + 1.349334933493349, + 1.3501350135013501, + 1.3509350935093511, + 1.3517351735173522, + 1.3525352535253523, + 1.3533353335333533, + 1.3541354135413544, + 1.3549354935493554, + 1.3557355735573555, + 1.3565356535653565, + 1.3573357335733576, + 1.3581358135813586, + 1.3589358935893587, + 1.3597359735973598, + 1.3605360536053608, + 1.3613361336133618, + 1.362136213621362, + 1.362936293629363, + 1.363736373637364, + 1.364536453645365, + 1.3653365336533652, + 1.3661366136613662, + 1.3669366936693672, + 1.3677367736773682, + 1.3685368536853684, + 1.3693369336933694, + 1.3701370137013704, + 1.3709370937093714, + 1.3717371737173716, + 1.3725372537253726, + 1.3733373337333736, + 1.3741374137413747, + 1.3749374937493748, + 1.3757375737573758, + 1.3765376537653768, + 1.3773377337733779, + 1.378137813781378, + 1.378937893789379, + 1.37973797379738, + 1.380538053805381, + 1.3813381338133812, + 1.3821382138213822, + 1.3829382938293833, + 1.3837383738373843, + 1.3845384538453844, + 1.3853385338533855, + 1.3861386138613865, + 1.3869386938693875, + 1.3877387738773876, + 1.3885388538853887, + 1.3893389338933897, + 1.3901390139013907, + 1.3909390939093909, + 1.3917391739173919, + 1.392539253925393, + 1.393339333933394, + 1.394139413941394, + 1.394939493949395, + 1.3957395739573961, + 1.3965396539653971, + 1.3973397339733973, + 1.3981398139813983, + 1.3989398939893993, + 1.3997399739974004, + 1.4005400540054005, + 1.4013401340134015, + 1.4021402140214025, + 1.4029402940294027, + 1.4037403740374037, + 1.4045404540454047, + 1.4053405340534058, + 1.406140614061406, + 1.406940694069407, + 1.407740774077408, + 1.408540854085409, + 1.409340934093409, + 1.4101410141014101, + 1.4109410941094112, + 1.4117411741174122, + 1.4125412541254123, + 1.4133413341334133, + 1.4141414141414144, + 1.4149414941494154, + 1.4157415741574155, + 1.4165416541654166, + 1.4173417341734176, + 1.4181418141814186, + 1.4189418941894187, + 1.4197419741974198, + 1.4205420542054208, + 1.4213421342134218, + 1.422142214221422, + 1.422942294229423, + 1.423742374237424, + 1.424542454245425, + 1.4253425342534252, + 1.4261426142614262, + 1.4269426942694272, + 1.4277427742774282, + 1.4285428542854284, + 1.4293429342934294, + 1.4301430143014304, + 1.4309430943094315, + 1.4317431743174316, + 1.4325432543254326, + 1.4333433343334336, + 1.4341434143414347, + 1.4349434943494348, + 1.4357435743574358, + 1.4365436543654369, + 1.4373437343734379, + 1.438143814381438, + 1.438943894389439, + 1.43974397439744, + 1.440544054405441, + 1.4413441344134412, + 1.4421442144214422, + 1.4429442944294433, + 1.4437443744374443, + 1.4445444544454444, + 1.4453445344534455, + 1.4461446144614465, + 1.4469446944694475, + 1.4477447744774476, + 1.4485448544854487, + 1.4493449344934497, + 1.4501450145014507, + 1.4509450945094509, + 1.4517451745174519, + 1.452545254525453, + 1.453345334533454, + 1.454145414541454, + 1.454945494549455, + 1.4557455745574561, + 1.4565456545654571, + 1.4573457345734573, + 1.4581458145814583, + 1.4589458945894593, + 1.4597459745974604, + 1.4605460546054605, + 1.4613461346134615, + 1.4621462146214625, + 1.4629462946294627, + 1.4637463746374637, + 1.4645464546454647, + 1.4653465346534658, + 1.466146614661466, + 1.466946694669467, + 1.467746774677468, + 1.468546854685469, + 1.469346934693469, + 1.4701470147014701, + 1.4709470947094712, + 1.4717471747174722, + 1.4725472547254723, + 1.4733473347334733, + 1.4741474147414744, + 1.4749474947494754, + 1.4757475747574755, + 1.4765476547654766, + 1.4773477347734776, + 1.4781478147814786, + 1.4789478947894787, + 1.4797479747974798, + 1.4805480548054808, + 1.4813481348134818, + 1.482148214821482, + 1.482948294829483, + 1.483748374837484, + 1.484548454845485, + 1.4853485348534852, + 1.4861486148614862, + 1.4869486948694872, + 1.4877487748774882, + 1.4885488548854884, + 1.4893489348934894, + 1.4901490149014904, + 1.4909490949094915, + 1.4917491749174916, + 1.4925492549254926, + 1.4933493349334936, + 1.4941494149414947, + 1.4949494949494948, + 1.4957495749574958, + 1.4965496549654969, + 1.4973497349734979, + 1.498149814981498, + 1.498949894989499, + 1.4997499749975, + 1.500550055005501, + 1.5013501350135012, + 1.5021502150215023, + 1.5029502950295033, + 1.5037503750375043, + 1.5045504550455044, + 1.5053505350535055, + 1.5061506150615065, + 1.5069506950695075, + 1.5077507750775077, + 1.5085508550855087, + 1.5093509350935097, + 1.5101510151015107, + 1.5109510951095109, + 1.511751175117512, + 1.512551255125513, + 1.513351335133514, + 1.514151415141514, + 1.514951495149515, + 1.5157515751575161, + 1.5165516551655172, + 1.5173517351735173, + 1.5181518151815183, + 1.5189518951895193, + 1.5197519751975204, + 1.5205520552055205, + 1.5213521352135215, + 1.5221522152215226, + 1.5229522952295227, + 1.5237523752375237, + 1.5245524552455247, + 1.5253525352535258, + 1.526152615261526, + 1.526952695269527, + 1.527752775277528, + 1.528552855285529, + 1.5293529352935291, + 1.5301530153015301, + 1.5309530953095312, + 1.5317531753175322, + 1.5325532553255323, + 1.5333533353335334, + 1.5341534153415344, + 1.5349534953495354, + 1.5357535753575355, + 1.5365536553655366, + 1.5373537353735376, + 1.5381538153815386, + 1.5389538953895388, + 1.5397539753975398, + 1.5405540554055408, + 1.5413541354135418, + 1.542154215421542, + 1.542954295429543, + 1.543754375437544, + 1.544554455445545, + 1.5453545354535452, + 1.5461546154615462, + 1.5469546954695472, + 1.5477547754775483, + 1.5485548554855484, + 1.5493549354935494, + 1.5501550155015504, + 1.5509550955095515, + 1.5517551755175516, + 1.5525552555255526, + 1.5533553355335536, + 1.5541554155415547, + 1.5549554955495548, + 1.5557555755575558, + 1.5565556555655569, + 1.5573557355735579, + 1.558155815581558, + 1.558955895589559, + 1.55975597559756, + 1.560556055605561, + 1.5613561356135612, + 1.5621562156215623, + 1.5629562956295633, + 1.5637563756375643, + 1.5645564556455644, + 1.5653565356535655, + 1.5661566156615665, + 1.5669566956695675, + 1.5677567756775677, + 1.5685568556855687, + 1.5693569356935697, + 1.5701570157015707, + 1.5709570957095709, + 1.571757175717572, + 1.572557255725573, + 1.573357335733574, + 1.574157415741574, + 1.574957495749575, + 1.5757575757575761, + 1.5765576557655772, + 1.5773577357735773, + 1.5781578157815783, + 1.5789578957895793, + 1.5797579757975804, + 1.5805580558055805, + 1.5813581358135815, + 1.5821582158215826, + 1.5829582958295836, + 1.5837583758375837, + 1.5845584558455847, + 1.5853585358535858, + 1.586158615861586, + 1.586958695869587, + 1.587758775877588, + 1.588558855885589, + 1.5893589358935891, + 1.5901590159015901, + 1.5909590959095912, + 1.5917591759175922, + 1.5925592559255923, + 1.5933593359335934, + 1.5941594159415944, + 1.5949594959495954, + 1.5957595759575955, + 1.5965596559655966, + 1.5973597359735976, + 1.5981598159815986, + 1.5989598959895988, + 1.5997599759975998, + 1.6005600560056008, + 1.6013601360136018, + 1.602160216021602, + 1.602960296029603, + 1.603760376037604, + 1.604560456045605, + 1.6053605360536052, + 1.6061606160616062, + 1.6069606960696072, + 1.6077607760776083, + 1.6085608560856084, + 1.6093609360936094, + 1.6101610161016104, + 1.6109610961096115, + 1.6117611761176116, + 1.6125612561256126, + 1.6133613361336137, + 1.6141614161416147, + 1.6149614961496148, + 1.6157615761576158, + 1.6165616561656169, + 1.617361736173618, + 1.618161816181618, + 1.618961896189619, + 1.61976197619762, + 1.620562056205621, + 1.6213621362136212, + 1.6221622162216223, + 1.6229622962296233, + 1.6237623762376243, + 1.6245624562456245, + 1.6253625362536255, + 1.6261626162616265, + 1.6269626962696275, + 1.6277627762776277, + 1.6285628562856287, + 1.6293629362936297, + 1.6301630163016307, + 1.6309630963096309, + 1.631763176317632, + 1.632563256325633, + 1.633363336333634, + 1.634163416341634, + 1.6349634963496351, + 1.6357635763576361, + 1.6365636563656372, + 1.6373637363736373, + 1.6381638163816383, + 1.6389638963896394, + 1.6397639763976404, + 1.6405640564056405, + 1.6413641364136415, + 1.6421642164216426, + 1.6429642964296436, + 1.6437643764376437, + 1.6445644564456448, + 1.6453645364536458, + 1.646164616461646, + 1.646964696469647, + 1.647764776477648, + 1.648564856485649, + 1.6493649364936491, + 1.6501650165016502, + 1.6509650965096512, + 1.6517651765176522, + 1.6525652565256523, + 1.6533653365336534, + 1.6541654165416544, + 1.6549654965496554, + 1.6557655765576555, + 1.6565656565656566, + 1.6573657365736576, + 1.6581658165816586, + 1.6589658965896588, + 1.6597659765976598, + 1.6605660566056608, + 1.6613661366136618, + 1.662166216621662, + 1.662966296629663, + 1.663766376637664, + 1.664566456645665, + 1.6653665366536652, + 1.6661666166616662, + 1.6669666966696672, + 1.6677667766776683, + 1.6685668566856684, + 1.6693669366936694, + 1.6701670167016704, + 1.6709670967096715, + 1.6717671767176716, + 1.6725672567256726, + 1.6733673367336737, + 1.6741674167416747, + 1.6749674967496748, + 1.6757675767576758, + 1.6765676567656769, + 1.677367736773678, + 1.678167816781678, + 1.678967896789679, + 1.67976797679768, + 1.680568056805681, + 1.6813681368136812, + 1.6821682168216823, + 1.6829682968296833, + 1.6837683768376843, + 1.6845684568456845, + 1.6853685368536855, + 1.6861686168616865, + 1.6869686968696875, + 1.6877687768776877, + 1.6885688568856887, + 1.6893689368936897, + 1.6901690169016907, + 1.6909690969096909, + 1.691769176917692, + 1.692569256925693, + 1.693369336933694, + 1.694169416941694, + 1.6949694969496951, + 1.6957695769576961, + 1.6965696569656972, + 1.6973697369736973, + 1.6981698169816983, + 1.6989698969896994, + 1.6997699769977004, + 1.7005700570057005, + 1.7013701370137015, + 1.7021702170217026, + 1.7029702970297036, + 1.7037703770377037, + 1.7045704570457048, + 1.7053705370537058, + 1.706170617061706, + 1.706970697069707, + 1.707770777077708, + 1.708570857085709, + 1.7093709370937091, + 1.7101710171017102, + 1.7109710971097112, + 1.7117711771177122, + 1.7125712571257123, + 1.7133713371337134, + 1.7141714171417144, + 1.7149714971497154, + 1.7157715771577156, + 1.7165716571657166, + 1.7173717371737176, + 1.7181718171817186, + 1.7189718971897188, + 1.7197719771977198, + 1.7205720572057208, + 1.7213721372137218, + 1.722172217221722, + 1.722972297229723, + 1.723772377237724, + 1.724572457245725, + 1.7253725372537252, + 1.7261726172617262, + 1.7269726972697272, + 1.7277727772777283, + 1.7285728572857284, + 1.7293729372937294, + 1.7301730173017305, + 1.7309730973097315, + 1.7317731773177316, + 1.7325732573257326, + 1.7333733373337337, + 1.7341734173417347, + 1.7349734973497348, + 1.7357735773577359, + 1.7365736573657369, + 1.737373737373738, + 1.738173817381738, + 1.738973897389739, + 1.73977397739774, + 1.7405740574057411, + 1.7413741374137413, + 1.7421742174217423, + 1.7429742974297433, + 1.7437743774377443, + 1.7445744574457445, + 1.7453745374537455, + 1.7461746174617465, + 1.7469746974697475, + 1.7477747774777477, + 1.7485748574857487, + 1.7493749374937497, + 1.7501750175017508, + 1.7509750975097509, + 1.751775177517752, + 1.752575257525753, + 1.753375337533754, + 1.754175417541754, + 1.7549754975497551, + 1.7557755775577562, + 1.7565756575657572, + 1.7573757375737573, + 1.7581758175817583, + 1.7589758975897594, + 1.7597759775977604, + 1.7605760576057605, + 1.7613761376137615, + 1.7621762176217626, + 1.7629762976297636, + 1.7637763776377637, + 1.7645764576457648, + 1.7653765376537658, + 1.766176617661766, + 1.766976697669767, + 1.767776777677768, + 1.768576857685769, + 1.7693769376937691, + 1.7701770177017702, + 1.7709770977097712, + 1.7717771777177722, + 1.7725772577257723, + 1.7733773377337734, + 1.7741774177417744, + 1.7749774977497754, + 1.7757775777577756, + 1.7765776577657766, + 1.7773777377737776, + 1.7781778177817786, + 1.7789778977897788, + 1.7797779777977798, + 1.7805780578057808, + 1.7813781378137818, + 1.782178217821782, + 1.782978297829783, + 1.783778377837784, + 1.784578457845785, + 1.7853785378537852, + 1.7861786178617862, + 1.7869786978697872, + 1.7877787778777883, + 1.7885788578857884, + 1.7893789378937894, + 1.7901790179017905, + 1.7909790979097915, + 1.7917791779177916, + 1.7925792579257926, + 1.7933793379337937, + 1.7941794179417947, + 1.7949794979497948, + 1.7957795779577959, + 1.7965796579657969, + 1.797379737973798, + 1.798179817981798, + 1.798979897989799, + 1.7997799779978, + 1.8005800580058011, + 1.8013801380138013, + 1.8021802180218023, + 1.8029802980298033, + 1.8037803780378043, + 1.8045804580458045, + 1.8053805380538055, + 1.8061806180618065, + 1.8069806980698075, + 1.8077807780778077, + 1.8085808580858087, + 1.8093809380938097, + 1.8101810181018108, + 1.810981098109811, + 1.811781178117812, + 1.812581258125813, + 1.813381338133814, + 1.814181418141814, + 1.8149814981498151, + 1.8157815781578162, + 1.8165816581658172, + 1.8173817381738173, + 1.8181818181818183, + 1.8189818981898194, + 1.8197819781978204, + 1.8205820582058205, + 1.8213821382138216, + 1.8221822182218226, + 1.8229822982298236, + 1.8237823782378237, + 1.8245824582458248, + 1.8253825382538258, + 1.826182618261826, + 1.826982698269827, + 1.827782778277828, + 1.828582858285829, + 1.8293829382938291, + 1.8301830183018302, + 1.8309830983098312, + 1.8317831783178322, + 1.8325832583258324, + 1.8333833383338334, + 1.8341834183418344, + 1.8349834983498354, + 1.8357835783578356, + 1.8365836583658366, + 1.8373837383738376, + 1.8381838183818386, + 1.8389838983898388, + 1.8397839783978398, + 1.8405840584058408, + 1.8413841384138419, + 1.842184218421842, + 1.842984298429843, + 1.843784378437844, + 1.844584458445845, + 1.8453845384538452, + 1.8461846184618462, + 1.8469846984698473, + 1.8477847784778483, + 1.8485848584858484, + 1.8493849384938494, + 1.8501850185018505, + 1.8509850985098515, + 1.8517851785178516, + 1.8525852585258527, + 1.8533853385338537, + 1.8541854185418547, + 1.8549854985498548, + 1.8557855785578559, + 1.8565856585658569, + 1.857385738573858, + 1.858185818581858, + 1.858985898589859, + 1.85978597859786, + 1.8605860586058611, + 1.8613861386138613, + 1.8621862186218623, + 1.8629862986298633, + 1.8637863786378643, + 1.8645864586458645, + 1.8653865386538655, + 1.8661866186618665, + 1.8669866986698676, + 1.8677867786778677, + 1.8685868586858687, + 1.8693869386938697, + 1.8701870187018708, + 1.870987098709871, + 1.871787178717872, + 1.872587258725873, + 1.873387338733874, + 1.8741874187418741, + 1.8749874987498751, + 1.8757875787578762, + 1.8765876587658772, + 1.8773877387738773, + 1.8781878187818783, + 1.8789878987898794, + 1.8797879787978804, + 1.8805880588058805, + 1.8813881388138816, + 1.8821882188218826, + 1.8829882988298836, + 1.8837883788378837, + 1.8845884588458848, + 1.8853885388538858, + 1.8861886188618868, + 1.886988698869887, + 1.887788778877888, + 1.888588858885889, + 1.8893889388938891, + 1.8901890189018902, + 1.8909890989098912, + 1.8917891789178922, + 1.8925892589258924, + 1.8933893389338934, + 1.8941894189418944, + 1.8949894989498954, + 1.8957895789578956, + 1.8965896589658966, + 1.8973897389738976, + 1.8981898189818986, + 1.8989898989898988, + 1.8997899789978998, + 1.9005900590059008, + 1.9013901390139019, + 1.902190219021902, + 1.902990299029903, + 1.903790379037904, + 1.904590459045905, + 1.9053905390539052, + 1.9061906190619062, + 1.9069906990699073, + 1.9077907790779083, + 1.9085908590859084, + 1.9093909390939094, + 1.9101910191019105, + 1.9109910991099115, + 1.9117911791179116, + 1.9125912591259127, + 1.9133913391339137, + 1.9141914191419147, + 1.9149914991499148, + 1.9157915791579159, + 1.916591659165917, + 1.917391739173918, + 1.918191819181918, + 1.918991899189919, + 1.91979197919792, + 1.9205920592059211, + 1.9213921392139213, + 1.9221922192219223, + 1.9229922992299233, + 1.9237923792379243, + 1.9245924592459245, + 1.9253925392539255, + 1.9261926192619265, + 1.9269926992699276, + 1.9277927792779277, + 1.9285928592859287, + 1.9293929392939297, + 1.9301930193019308, + 1.930993099309931, + 1.931793179317932, + 1.932593259325933, + 1.933393339333934, + 1.9341934193419341, + 1.9349934993499351, + 1.9357935793579362, + 1.9365936593659372, + 1.9373937393739373, + 1.9381938193819384, + 1.9389938993899394, + 1.9397939793979404, + 1.9405940594059405, + 1.9413941394139416, + 1.9421942194219426, + 1.9429942994299436, + 1.9437943794379438, + 1.9445944594459448, + 1.9453945394539458, + 1.9461946194619468, + 1.946994699469947, + 1.947794779477948, + 1.948594859485949, + 1.9493949394939492, + 1.9501950195019502, + 1.9509950995099512, + 1.9517951795179522, + 1.9525952595259524, + 1.9533953395339534, + 1.9541954195419544, + 1.9549954995499554, + 1.9557955795579556, + 1.9565956595659566, + 1.9573957395739576, + 1.9581958195819587, + 1.9589958995899588, + 1.9597959795979598, + 1.9605960596059608, + 1.9613961396139619, + 1.962196219621962, + 1.962996299629963, + 1.963796379637964, + 1.964596459645965, + 1.9653965396539652, + 1.9661966196619662, + 1.9669966996699673, + 1.9677967796779683, + 1.9685968596859684, + 1.9693969396939695, + 1.9701970197019705, + 1.9709970997099715, + 1.9717971797179716, + 1.9725972597259727, + 1.9733973397339737, + 1.9741974197419747, + 1.9749974997499748, + 1.9757975797579759, + 1.976597659765977, + 1.977397739773978, + 1.978197819781978, + 1.978997899789979, + 1.9797979797979801, + 1.9805980598059811, + 1.9813981398139813, + 1.9821982198219823, + 1.9829982998299833, + 1.9837983798379843, + 1.9845984598459845, + 1.9853985398539855, + 1.9861986198619865, + 1.9869986998699876, + 1.9877987798779877, + 1.9885988598859887, + 1.9893989398939897, + 1.9901990199019908, + 1.990999099909991, + 1.991799179917992, + 1.992599259925993, + 1.993399339933994, + 1.9941994199419941, + 1.9949994999499951, + 1.9957995799579962, + 1.9965996599659972, + 1.9973997399739973, + 1.9981998199819984, + 1.9989998999899994, + 1.9997999799980004, + 2.0006000600060005, + 2.0014001400140016, + 2.0022002200220026, + 2.0030003000300036, + 2.0038003800380038, + 2.004600460046005, + 2.005400540054006, + 2.006200620062007, + 2.007000700070007, + 2.007800780078008, + 2.008600860086009, + 2.009400940094009, + 2.01020102010201, + 2.011001100110011, + 2.0118011801180122, + 2.0126012601260124, + 2.0134013401340134, + 2.0142014201420144, + 2.0150015001500154, + 2.0158015801580156, + 2.0166016601660166, + 2.0174017401740176, + 2.0182018201820187, + 2.019001900190019, + 2.01980198019802, + 2.020602060206021, + 2.021402140214022, + 2.022202220222022, + 2.023002300230023, + 2.023802380238024, + 2.024602460246025, + 2.025402540254025, + 2.0262026202620262, + 2.0270027002700273, + 2.0278027802780283, + 2.0286028602860284, + 2.0294029402940295, + 2.0302030203020305, + 2.0310031003100315, + 2.0318031803180316, + 2.0326032603260327, + 2.0334033403340337, + 2.0342034203420347, + 2.035003500350035, + 2.035803580358036, + 2.036603660366037, + 2.037403740374038, + 2.038203820382038, + 2.039003900390039, + 2.03980398039804, + 2.040604060406041, + 2.0414041404140413, + 2.0422042204220423, + 2.0430043004300433, + 2.0438043804380444, + 2.0446044604460445, + 2.0454045404540455, + 2.0462046204620465, + 2.0470047004700476, + 2.0478047804780477, + 2.0486048604860487, + 2.0494049404940498, + 2.050205020502051, + 2.051005100510051, + 2.051805180518052, + 2.052605260526053, + 2.053405340534054, + 2.054205420542054, + 2.055005500550055, + 2.055805580558056, + 2.056605660566057, + 2.0574057405740573, + 2.0582058205820584, + 2.0590059005900594, + 2.0598059805980604, + 2.0606060606060606, + 2.0614061406140616, + 2.0622062206220626, + 2.0630063006300636, + 2.0638063806380638, + 2.064606460646065, + 2.065406540654066, + 2.066206620662067, + 2.067006700670067, + 2.067806780678068, + 2.068606860686069, + 2.069406940694069, + 2.07020702070207, + 2.071007100710071, + 2.0718071807180722, + 2.0726072607260724, + 2.0734073407340734, + 2.0742074207420744, + 2.0750075007500755, + 2.0758075807580756, + 2.0766076607660766, + 2.0774077407740776, + 2.0782078207820787, + 2.079007900790079, + 2.07980798079808, + 2.080608060806081, + 2.081408140814082, + 2.082208220822082, + 2.083008300830083, + 2.083808380838084, + 2.084608460846085, + 2.0854085408540852, + 2.0862086208620862, + 2.0870087008700873, + 2.0878087808780883, + 2.0886088608860884, + 2.0894089408940895, + 2.0902090209020905, + 2.0910091009100915, + 2.0918091809180916, + 2.0926092609260927, + 2.0934093409340937, + 2.0942094209420947, + 2.095009500950095, + 2.095809580958096, + 2.096609660966097, + 2.097409740974098, + 2.098209820982098, + 2.099009900990099, + 2.0998099809981, + 2.100610061006101, + 2.1014101410141013, + 2.1022102210221023, + 2.1030103010301033, + 2.1038103810381044, + 2.1046104610461045, + 2.1054105410541055, + 2.1062106210621065, + 2.1070107010701076, + 2.1078107810781077, + 2.1086108610861087, + 2.1094109410941098, + 2.110211021102111, + 2.111011101110111, + 2.111811181118112, + 2.112611261126113, + 2.113411341134114, + 2.114211421142114, + 2.115011501150115, + 2.115811581158116, + 2.116611661166117, + 2.1174117411741173, + 2.1182118211821184, + 2.1190119011901194, + 2.1198119811981204, + 2.1206120612061206, + 2.1214121412141216, + 2.1222122212221226, + 2.1230123012301236, + 2.1238123812381238, + 2.124612461246125, + 2.125412541254126, + 2.126212621262127, + 2.127012701270127, + 2.127812781278128, + 2.128612861286129, + 2.12941294129413, + 2.13021302130213, + 2.131013101310131, + 2.1318131813181322, + 2.1326132613261324, + 2.1334133413341334, + 2.1342134213421344, + 2.1350135013501355, + 2.1358135813581356, + 2.1366136613661366, + 2.1374137413741376, + 2.1382138213821387, + 2.139013901390139, + 2.13981398139814, + 2.140614061406141, + 2.141414141414142, + 2.142214221422142, + 2.143014301430143, + 2.143814381438144, + 2.144614461446145, + 2.1454145414541452, + 2.1462146214621463, + 2.1470147014701473, + 2.1478147814781483, + 2.1486148614861484, + 2.1494149414941495, + 2.1502150215021505, + 2.1510151015101515, + 2.1518151815181517, + 2.1526152615261527, + 2.1534153415341537, + 2.1542154215421547, + 2.155015501550155, + 2.155815581558156, + 2.156615661566157, + 2.157415741574158, + 2.158215821582158, + 2.159015901590159, + 2.15981598159816, + 2.160616061606161, + 2.1614161416141613, + 2.1622162216221623, + 2.1630163016301633, + 2.1638163816381644, + 2.1646164616461645, + 2.1654165416541655, + 2.1662166216621666, + 2.1670167016701676, + 2.1678167816781677, + 2.1686168616861687, + 2.1694169416941698, + 2.170217021702171, + 2.171017101710171, + 2.171817181718172, + 2.172617261726173, + 2.173417341734174, + 2.174217421742174, + 2.175017501750175, + 2.175817581758176, + 2.176617661766177, + 2.1774177417741774, + 2.1782178217821784, + 2.1790179017901794, + 2.1798179817981804, + 2.1806180618061806, + 2.1814181418141816, + 2.1822182218221826, + 2.1830183018301836, + 2.1838183818381838, + 2.184618461846185, + 2.185418541854186, + 2.186218621862187, + 2.187018701870187, + 2.187818781878188, + 2.188618861886189, + 2.18941894189419, + 2.19021902190219, + 2.1910191019101912, + 2.1918191819181922, + 2.1926192619261924, + 2.1934193419341934, + 2.1942194219421944, + 2.1950195019501955, + 2.1958195819581956, + 2.1966196619661966, + 2.1974197419741976, + 2.1982198219821987, + 2.199019901990199, + 2.1998199819982, + 2.200620062006201, + 2.201420142014202, + 2.202220222022202, + 2.203020302030203, + 2.203820382038204, + 2.204620462046205, + 2.2054205420542052, + 2.2062206220622063, + 2.2070207020702073, + 2.2078207820782083, + 2.2086208620862084, + 2.2094209420942095, + 2.2102210221022105, + 2.2110211021102115, + 2.2118211821182117, + 2.2126212621262127, + 2.2134213421342137, + 2.2142214221422147, + 2.215021502150215, + 2.215821582158216, + 2.216621662166217, + 2.217421742174218, + 2.218221822182218, + 2.219021902190219, + 2.21982198219822, + 2.220622062206221, + 2.2214221422142213, + 2.2222222222222223, + 2.2230223022302233, + 2.2238223822382244, + 2.2246224622462245, + 2.2254225422542255, + 2.2262226222622266, + 2.2270227022702276, + 2.2278227822782277, + 2.2286228622862287, + 2.2294229422942298, + 2.230223022302231, + 2.231023102310231, + 2.231823182318232, + 2.232623262326233, + 2.233423342334234, + 2.234223422342234, + 2.235023502350235, + 2.235823582358236, + 2.236623662366237, + 2.2374237423742374, + 2.2382238223822384, + 2.2390239023902394, + 2.2398239823982404, + 2.2406240624062406, + 2.2414241424142416, + 2.2422242224222426, + 2.2430243024302436, + 2.243824382438244, + 2.244624462446245, + 2.245424542454246, + 2.246224622462247, + 2.247024702470247, + 2.247824782478248, + 2.248624862486249, + 2.24942494249425, + 2.25022502250225, + 2.2510251025102512, + 2.2518251825182523, + 2.2526252625262524, + 2.2534253425342534, + 2.2542254225422544, + 2.2550255025502555, + 2.2558255825582556, + 2.2566256625662566, + 2.2574257425742577, + 2.2582258225822587, + 2.259025902590259, + 2.25982598259826, + 2.260626062606261, + 2.261426142614262, + 2.262226222622262, + 2.263026302630263, + 2.263826382638264, + 2.264626462646265, + 2.2654265426542652, + 2.2662266226622663, + 2.2670267026702673, + 2.2678267826782683, + 2.2686268626862685, + 2.2694269426942695, + 2.2702270227022705, + 2.2710271027102715, + 2.2718271827182717, + 2.2726272627262727, + 2.2734273427342737, + 2.2742274227422747, + 2.275027502750275, + 2.275827582758276, + 2.276627662766277, + 2.277427742774278, + 2.278227822782278, + 2.279027902790279, + 2.27982798279828, + 2.280628062806281, + 2.2814281428142813, + 2.2822282228222823, + 2.2830283028302834, + 2.2838283828382844, + 2.2846284628462845, + 2.2854285428542855, + 2.2862286228622866, + 2.2870287028702876, + 2.2878287828782877, + 2.2886288628862888, + 2.2894289428942898, + 2.290229022902291, + 2.291029102910291, + 2.291829182918292, + 2.292629262926293, + 2.293429342934294, + 2.294229422942294, + 2.295029502950295, + 2.295829582958296, + 2.2966296629662972, + 2.2974297429742974, + 2.2982298229822984, + 2.2990299029902994, + 2.2998299829983004, + 2.3006300630063006, + 2.3014301430143016, + 2.3022302230223026, + 2.3030303030303036, + 2.303830383038304, + 2.304630463046305, + 2.305430543054306, + 2.306230623062307, + 2.307030703070307, + 2.307830783078308, + 2.308630863086309, + 2.30943094309431, + 2.31023102310231, + 2.3110311031103112, + 2.3118311831183123, + 2.3126312631263124, + 2.3134313431343134, + 2.3142314231423144, + 2.3150315031503155, + 2.3158315831583156, + 2.3166316631663166, + 2.3174317431743177, + 2.3182318231823187, + 2.319031903190319, + 2.31983198319832, + 2.320632063206321, + 2.321432143214322, + 2.322232223222322, + 2.323032303230323, + 2.323832383238324, + 2.324632463246325, + 2.3254325432543252, + 2.3262326232623263, + 2.3270327032703273, + 2.3278327832783283, + 2.3286328632863285, + 2.3294329432943295, + 2.3302330233023305, + 2.3310331033103315, + 2.3318331833183317, + 2.3326332633263327, + 2.3334333433343337, + 2.3342334233423347, + 2.335033503350335, + 2.335833583358336, + 2.336633663366337, + 2.337433743374338, + 2.338233823382338, + 2.339033903390339, + 2.33983398339834, + 2.340634063406341, + 2.3414341434143413, + 2.3422342234223423, + 2.3430343034303434, + 2.3438343834383444, + 2.3446344634463445, + 2.3454345434543455, + 2.3462346234623466, + 2.3470347034703476, + 2.3478347834783477, + 2.3486348634863488, + 2.34943494349435, + 2.350235023502351, + 2.351035103510351, + 2.351835183518352, + 2.352635263526353, + 2.353435343534354, + 2.354235423542354, + 2.355035503550355, + 2.355835583558356, + 2.3566356635663572, + 2.3574357435743574, + 2.3582358235823584, + 2.3590359035903594, + 2.3598359835983604, + 2.3606360636063606, + 2.3614361436143616, + 2.3622362236223626, + 2.3630363036303637, + 2.363836383638364, + 2.364636463646365, + 2.365436543654366, + 2.366236623662367, + 2.367036703670367, + 2.367836783678368, + 2.368636863686369, + 2.36943694369437, + 2.37023702370237, + 2.3710371037103712, + 2.3718371837183723, + 2.3726372637263724, + 2.3734373437343734, + 2.3742374237423745, + 2.3750375037503755, + 2.3758375837583756, + 2.3766376637663766, + 2.3774377437743777, + 2.3782378237823787, + 2.379037903790379, + 2.37983798379838, + 2.380638063806381, + 2.381438143814382, + 2.382238223822382, + 2.383038303830383, + 2.383838383838384, + 2.384638463846385, + 2.3854385438543853, + 2.3862386238623863, + 2.3870387038703873, + 2.3878387838783883, + 2.3886388638863885, + 2.3894389438943895, + 2.3902390239023905, + 2.3910391039103915, + 2.3918391839183917, + 2.3926392639263927, + 2.3934393439343937, + 2.3942394239423948, + 2.395039503950395, + 2.395839583958396, + 2.396639663966397, + 2.397439743974398, + 2.398239823982398, + 2.399039903990399, + 2.3998399839984, + 2.400640064006401, + 2.4014401440144013, + 2.4022402240224023, + 2.4030403040304034, + 2.4038403840384044, + 2.4046404640464045, + 2.4054405440544055, + 2.4062406240624066, + 2.4070407040704076, + 2.4078407840784077, + 2.4086408640864088, + 2.40944094409441, + 2.410241024102411, + 2.411041104110411, + 2.411841184118412, + 2.412641264126413, + 2.413441344134414, + 2.414241424142414, + 2.415041504150415, + 2.415841584158416, + 2.4166416641664172, + 2.4174417441744174, + 2.4182418241824184, + 2.4190419041904194, + 2.4198419841984204, + 2.4206420642064206, + 2.4214421442144216, + 2.4222422242224226, + 2.4230423042304237, + 2.423842384238424, + 2.424642464246425, + 2.425442544254426, + 2.426242624262427, + 2.427042704270427, + 2.427842784278428, + 2.428642864286429, + 2.42944294429443, + 2.43024302430243, + 2.4310431043104312, + 2.4318431843184323, + 2.4326432643264333, + 2.4334433443344334, + 2.4342434243424345, + 2.4350435043504355, + 2.4358435843584356, + 2.4366436643664366, + 2.4374437443744377, + 2.4382438243824387, + 2.439043904390439, + 2.43984398439844, + 2.440644064406441, + 2.441444144414442, + 2.442244224422442, + 2.443044304430443, + 2.443844384438444, + 2.444644464446445, + 2.4454445444544453, + 2.4462446244624463, + 2.4470447044704473, + 2.4478447844784483, + 2.4486448644864485, + 2.4494449444944495, + 2.4502450245024505, + 2.4510451045104515, + 2.4518451845184517, + 2.4526452645264527, + 2.4534453445344537, + 2.4542454245424548, + 2.455045504550455, + 2.455845584558456, + 2.456645664566457, + 2.457445744574458, + 2.458245824582458, + 2.459045904590459, + 2.45984598459846, + 2.460646064606461, + 2.4614461446144613, + 2.4622462246224623, + 2.4630463046304634, + 2.4638463846384644, + 2.4646464646464645, + 2.4654465446544656, + 2.4662466246624666, + 2.4670467046704676, + 2.4678467846784677, + 2.4686468646864688, + 2.46944694469447, + 2.470247024702471, + 2.471047104710471, + 2.471847184718472, + 2.472647264726473, + 2.473447344734474, + 2.474247424742474, + 2.475047504750475, + 2.475847584758476, + 2.4766476647664772, + 2.4774477447744774, + 2.4782478247824784, + 2.4790479047904794, + 2.4798479847984805, + 2.4806480648064806, + 2.4814481448144816, + 2.4822482248224826, + 2.4830483048304837, + 2.483848384838484, + 2.484648464846485, + 2.485448544854486, + 2.486248624862487, + 2.487048704870487, + 2.487848784878488, + 2.488648864886489, + 2.48944894489449, + 2.4902490249024902, + 2.4910491049104913, + 2.4918491849184923, + 2.4926492649264933, + 2.4934493449344934, + 2.4942494249424945, + 2.4950495049504955, + 2.4958495849584956, + 2.4966496649664967, + 2.4974497449744977, + 2.4982498249824987, + 2.499049904990499, + 2.4998499849985, + 2.500650065006501, + 2.501450145014502, + 2.502250225022502, + 2.503050305030503, + 2.503850385038504, + 2.504650465046505, + 2.5054505450545053, + 2.5062506250625063, + 2.5070507050705073, + 2.5078507850785083, + 2.5086508650865085, + 2.5094509450945095, + 2.5102510251025105, + 2.5110511051105115, + 2.5118511851185117, + 2.5126512651265127, + 2.5134513451345137, + 2.5142514251425148, + 2.515051505150515, + 2.515851585158516, + 2.516651665166517, + 2.517451745174518, + 2.518251825182518, + 2.519051905190519, + 2.51985198519852, + 2.520652065206521, + 2.5214521452145213, + 2.5222522252225223, + 2.5230523052305234, + 2.5238523852385244, + 2.5246524652465245, + 2.5254525452545256, + 2.5262526252625266, + 2.5270527052705276, + 2.5278527852785277, + 2.5286528652865288, + 2.52945294529453, + 2.530253025302531, + 2.531053105310531, + 2.531853185318532, + 2.532653265326533, + 2.533453345334534, + 2.534253425342534, + 2.535053505350535, + 2.535853585358536, + 2.5366536653665372, + 2.5374537453745374, + 2.5382538253825384, + 2.5390539053905394, + 2.5398539853985405, + 2.5406540654065406, + 2.5414541454145416, + 2.5422542254225426, + 2.5430543054305437, + 2.543854385438544, + 2.544654465446545, + 2.545454545454546, + 2.546254625462547, + 2.547054705470547, + 2.547854785478548, + 2.548654865486549, + 2.54945494549455, + 2.5502550255025502, + 2.5510551055105513, + 2.5518551855185523, + 2.5526552655265533, + 2.5534553455345534, + 2.5542554255425545, + 2.5550555055505555, + 2.5558555855585556, + 2.5566556655665567, + 2.5574557455745577, + 2.5582558255825587, + 2.559055905590559, + 2.55985598559856, + 2.560656065606561, + 2.561456145614562, + 2.562256225622562, + 2.563056305630563, + 2.563856385638564, + 2.564656465646565, + 2.5654565456545653, + 2.5662566256625663, + 2.5670567056705673, + 2.5678567856785683, + 2.5686568656865685, + 2.5694569456945695, + 2.5702570257025705, + 2.5710571057105716, + 2.5718571857185717, + 2.5726572657265727, + 2.5734573457345737, + 2.5742574257425748, + 2.575057505750575, + 2.575857585758576, + 2.576657665766577, + 2.577457745774578, + 2.578257825782578, + 2.579057905790579, + 2.57985798579858, + 2.580658065806581, + 2.5814581458145813, + 2.5822582258225824, + 2.5830583058305834, + 2.5838583858385844, + 2.5846584658465845, + 2.5854585458545856, + 2.5862586258625866, + 2.5870587058705876, + 2.5878587858785878, + 2.588658865886589, + 2.58945894589459, + 2.590259025902591, + 2.591059105910591, + 2.591859185918592, + 2.592659265926593, + 2.593459345934594, + 2.594259425942594, + 2.595059505950595, + 2.5958595859585962, + 2.5966596659665973, + 2.5974597459745974, + 2.5982598259825984, + 2.5990599059905994, + 2.5998599859986005, + 2.6006600660066006, + 2.6014601460146016, + 2.6022602260226027, + 2.6030603060306037, + 2.603860386038604, + 2.604660466046605, + 2.605460546054606, + 2.606260626062607, + 2.607060706070607, + 2.607860786078608, + 2.608660866086609, + 2.60946094609461, + 2.6102610261026102, + 2.6110611061106113, + 2.6118611861186123, + 2.6126612661266133, + 2.6134613461346134, + 2.6142614261426145, + 2.6150615061506155, + 2.6158615861586156, + 2.6166616661666167, + 2.6174617461746177, + 2.6182618261826187, + 2.619061906190619, + 2.61986198619862, + 2.620662066206621, + 2.621462146214622, + 2.622262226222622, + 2.623062306230623, + 2.623862386238624, + 2.624662466246625, + 2.6254625462546253, + 2.6262626262626263, + 2.6270627062706273, + 2.6278627862786283, + 2.6286628662866285, + 2.6294629462946295, + 2.6302630263026305, + 2.6310631063106316, + 2.6318631863186317, + 2.6326632663266327, + 2.6334633463346337, + 2.6342634263426348, + 2.635063506350635, + 2.635863586358636, + 2.636663666366637, + 2.637463746374638, + 2.638263826382638, + 2.639063906390639, + 2.63986398639864, + 2.640664066406641, + 2.6414641464146413, + 2.6422642264226424, + 2.6430643064306434, + 2.6438643864386444, + 2.6446644664466445, + 2.6454645464546456, + 2.6462646264626466, + 2.6470647064706476, + 2.6478647864786478, + 2.648664866486649, + 2.64946494649465, + 2.650265026502651, + 2.651065106510651, + 2.651865186518652, + 2.652665266526653, + 2.653465346534654, + 2.654265426542654, + 2.655065506550655, + 2.6558655865586562, + 2.6566656665666573, + 2.6574657465746574, + 2.6582658265826584, + 2.6590659065906594, + 2.6598659865986605, + 2.6606660666066606, + 2.6614661466146616, + 2.6622662266226627, + 2.6630663066306637, + 2.663866386638664, + 2.664666466646665, + 2.665466546654666, + 2.666266626662667, + 2.667066706670667, + 2.667866786678668, + 2.668666866686669, + 2.66946694669467, + 2.6702670267026702, + 2.6710671067106713, + 2.6718671867186723, + 2.6726672667266733, + 2.6734673467346735, + 2.6742674267426745, + 2.6750675067506755, + 2.6758675867586756, + 2.6766676667666767, + 2.6774677467746777, + 2.6782678267826787, + 2.679067906790679, + 2.67986798679868, + 2.680668066806681, + 2.681468146814682, + 2.682268226822682, + 2.683068306830683, + 2.683868386838684, + 2.684668466846685, + 2.6854685468546853, + 2.6862686268626863, + 2.6870687068706873, + 2.6878687868786884, + 2.6886688668866885, + 2.6894689468946895, + 2.6902690269026905, + 2.6910691069106916, + 2.6918691869186917, + 2.6926692669266927, + 2.6934693469346938, + 2.694269426942695, + 2.695069506950695, + 2.695869586958696, + 2.696669666966697, + 2.697469746974698, + 2.698269826982698, + 2.699069906990699, + 2.6998699869987, + 2.700670067006701, + 2.7014701470147013, + 2.7022702270227024, + 2.7030703070307034, + 2.7038703870387044, + 2.7046704670467046, + 2.7054705470547056, + 2.7062706270627066, + 2.7070707070707076, + 2.7078707870787078, + 2.708670867086709, + 2.70947094709471, + 2.710271027102711, + 2.711071107110711, + 2.711871187118712, + 2.712671267126713, + 2.713471347134714, + 2.714271427142714, + 2.715071507150715, + 2.7158715871587162, + 2.7166716671667173, + 2.7174717471747174, + 2.7182718271827184, + 2.7190719071907195, + 2.7198719871987205, + 2.7206720672067206, + 2.7214721472147216, + 2.7222722272227227, + 2.7230723072307237, + 2.723872387238724, + 2.724672467246725, + 2.725472547254726, + 2.726272627262727, + 2.727072707270727, + 2.727872787278728, + 2.728672867286729, + 2.72947294729473, + 2.7302730273027302, + 2.7310731073107313, + 2.7318731873187323, + 2.7326732673267333, + 2.7334733473347335, + 2.7342734273427345, + 2.7350735073507355, + 2.7358735873587365, + 2.7366736673667367, + 2.7374737473747377, + 2.7382738273827387, + 2.739073907390739, + 2.73987398739874, + 2.740674067406741, + 2.741474147414742, + 2.742274227422742, + 2.743074307430743, + 2.743874387438744, + 2.744674467446745, + 2.7454745474547453, + 2.7462746274627463, + 2.7470747074707473, + 2.7478747874787484, + 2.7486748674867485, + 2.7494749474947495, + 2.7502750275027505, + 2.7510751075107516, + 2.7518751875187517, + 2.7526752675267527, + 2.7534753475347538, + 2.754275427542755, + 2.755075507550755, + 2.755875587558756, + 2.756675667566757, + 2.757475747574758, + 2.758275827582758, + 2.759075907590759, + 2.75987598759876, + 2.760676067606761, + 2.7614761476147613, + 2.7622762276227624, + 2.7630763076307634, + 2.7638763876387644, + 2.7646764676467646, + 2.7654765476547656, + 2.7662766276627666, + 2.7670767076707676, + 2.7678767876787678, + 2.768676867686769, + 2.76947694769477, + 2.770277027702771, + 2.771077107710771, + 2.771877187718772, + 2.772677267726773, + 2.773477347734774, + 2.774277427742774, + 2.775077507750775, + 2.7758775877587762, + 2.7766776677667773, + 2.7774777477747774, + 2.7782778277827784, + 2.7790779077907795, + 2.7798779877987805, + 2.7806780678067806, + 2.7814781478147816, + 2.7822782278227827, + 2.7830783078307837, + 2.783878387838784, + 2.784678467846785, + 2.785478547854786, + 2.786278627862787, + 2.787078707870787, + 2.787878787878788, + 2.788678867886789, + 2.78947894789479, + 2.7902790279027903, + 2.7910791079107913, + 2.7918791879187923, + 2.7926792679267933, + 2.7934793479347935, + 2.7942794279427945, + 2.7950795079507955, + 2.7958795879587965, + 2.7966796679667967, + 2.7974797479747977, + 2.7982798279827987, + 2.799079907990799, + 2.7998799879988, + 2.800680068006801, + 2.801480148014802, + 2.802280228022802, + 2.803080308030803, + 2.803880388038804, + 2.804680468046805, + 2.8054805480548053, + 2.8062806280628063, + 2.8070807080708073, + 2.8078807880788084, + 2.8086808680868085, + 2.8094809480948095, + 2.8102810281028106, + 2.8110811081108116, + 2.8118811881188117, + 2.8126812681268127, + 2.8134813481348138, + 2.814281428142815, + 2.815081508150815, + 2.815881588158816, + 2.816681668166817, + 2.817481748174818, + 2.818281828182818, + 2.819081908190819, + 2.81988198819882, + 2.820682068206821, + 2.8214821482148214, + 2.8222822282228224, + 2.8230823082308234, + 2.8238823882388244, + 2.8246824682468246, + 2.8254825482548256, + 2.8262826282628266, + 2.8270827082708276, + 2.8278827882788278, + 2.828682868286829, + 2.82948294829483, + 2.830283028302831, + 2.831083108310831, + 2.831883188318832, + 2.832683268326833, + 2.833483348334834, + 2.834283428342834, + 2.8350835083508352, + 2.8358835883588362, + 2.8366836683668373, + 2.8374837483748374, + 2.8382838283828384, + 2.8390839083908395, + 2.8398839883988405, + 2.8406840684068406, + 2.8414841484148416, + 2.8422842284228427, + 2.8430843084308437, + 2.843884388438844, + 2.844684468446845, + 2.845484548454846, + 2.846284628462847, + 2.847084708470847, + 2.847884788478848, + 2.848684868486849, + 2.84948494849485, + 2.8502850285028503, + 2.8510851085108513, + 2.8518851885188523, + 2.8526852685268533, + 2.8534853485348535, + 2.8542854285428545, + 2.8550855085508555, + 2.8558855885588565, + 2.8566856685668567, + 2.8574857485748577, + 2.8582858285828587, + 2.859085908590859, + 2.85988598859886, + 2.860686068606861, + 2.861486148614862, + 2.862286228622862, + 2.863086308630863, + 2.863886388638864, + 2.864686468646865, + 2.8654865486548653, + 2.8662866286628663, + 2.8670867086708673, + 2.8678867886788684, + 2.8686868686868685, + 2.8694869486948695, + 2.8702870287028706, + 2.8710871087108716, + 2.8718871887188717, + 2.8726872687268727, + 2.8734873487348738, + 2.874287428742875, + 2.875087508750875, + 2.875887588758876, + 2.876687668766877, + 2.877487748774878, + 2.878287828782878, + 2.879087908790879, + 2.87988798879888, + 2.880688068806881, + 2.8814881488148814, + 2.8822882288228824, + 2.8830883088308834, + 2.8838883888388844, + 2.8846884688468846, + 2.8854885488548856, + 2.8862886288628866, + 2.8870887088708876, + 2.887888788878888, + 2.888688868886889, + 2.88948894889489, + 2.890289028902891, + 2.891089108910891, + 2.891889188918892, + 2.892689268926893, + 2.893489348934894, + 2.894289428942894, + 2.8950895089508952, + 2.8958895889588963, + 2.8966896689668973, + 2.8974897489748974, + 2.8982898289828984, + 2.8990899089908995, + 2.8998899889989005, + 2.9006900690069006, + 2.9014901490149017, + 2.9022902290229027, + 2.9030903090309037, + 2.903890389038904, + 2.904690469046905, + 2.905490549054906, + 2.906290629062907, + 2.907090709070907, + 2.907890789078908, + 2.908690869086909, + 2.90949094909491, + 2.9102910291029103, + 2.9110911091109113, + 2.9118911891189123, + 2.9126912691269133, + 2.9134913491349135, + 2.9142914291429145, + 2.9150915091509155, + 2.9158915891589166, + 2.9166916691669167, + 2.9174917491749177, + 2.9182918291829187, + 2.919091909190919, + 2.91989198919892, + 2.920692069206921, + 2.921492149214922, + 2.922292229222922, + 2.923092309230923, + 2.923892389238924, + 2.924692469246925, + 2.9254925492549253, + 2.9262926292629263, + 2.9270927092709274, + 2.9278927892789284, + 2.9286928692869285, + 2.9294929492949295, + 2.9302930293029306, + 2.9310931093109316, + 2.9318931893189317, + 2.9326932693269328, + 2.9334933493349338, + 2.934293429342935, + 2.935093509350935, + 2.935893589358936, + 2.936693669366937, + 2.937493749374938, + 2.938293829382938, + 2.939093909390939, + 2.93989398939894, + 2.9406940694069412, + 2.9414941494149414, + 2.9422942294229424, + 2.9430943094309434, + 2.9438943894389444, + 2.9446944694469446, + 2.9454945494549456, + 2.9462946294629466, + 2.9470947094709476, + 2.947894789478948, + 2.948694869486949, + 2.94949494949495, + 2.950295029502951, + 2.951095109510951, + 2.951895189518952, + 2.952695269526953, + 2.953495349534954, + 2.954295429542954, + 2.9550955095509552, + 2.9558955895589563, + 2.9566956695669573, + 2.9574957495749574, + 2.9582958295829584, + 2.9590959095909595, + 2.9598959895989605, + 2.9606960696069606, + 2.9614961496149617, + 2.9622962296229627, + 2.9630963096309637, + 2.963896389638964, + 2.964696469646965, + 2.965496549654966, + 2.966296629662967, + 2.967096709670967, + 2.967896789678968, + 2.968696869686969, + 2.96949694969497, + 2.9702970297029703, + 2.9710971097109713, + 2.9718971897189723, + 2.9726972697269733, + 2.9734973497349735, + 2.9742974297429745, + 2.9750975097509755, + 2.9758975897589766, + 2.9766976697669767, + 2.9774977497749777, + 2.9782978297829787, + 2.979097909790979, + 2.97989798979898, + 2.980698069806981, + 2.981498149814982, + 2.982298229822982, + 2.983098309830983, + 2.983898389838984, + 2.984698469846985, + 2.9854985498549853, + 2.9862986298629863, + 2.9870987098709874, + 2.9878987898789884, + 2.9886988698869885, + 2.9894989498949895, + 2.9902990299029906, + 2.9910991099109916, + 2.9918991899189917, + 2.9926992699269928, + 2.993499349934994, + 2.994299429942995, + 2.995099509950995, + 2.995899589958996, + 2.996699669966997, + 2.997499749974998, + 2.998299829982998, + 2.999099909990999, + 2.999899989999, + 3.0007000700070012, + 3.0015001500150014, + 3.0023002300230024, + 3.0031003100310034, + 3.0039003900390044, + 3.0047004700470046, + 3.0055005500550056, + 3.0063006300630066, + 3.0071007100710077, + 3.007900790079008, + 3.008700870087009, + 3.00950095009501, + 3.010301030103011, + 3.011101110111011, + 3.011901190119012, + 3.012701270127013, + 3.013501350135014, + 3.014301430143014, + 3.0151015101510152, + 3.0159015901590163, + 3.0167016701670173, + 3.0175017501750174, + 3.0183018301830185, + 3.0191019101910195, + 3.0199019901990205, + 3.0207020702070206, + 3.0215021502150217, + 3.0223022302230227, + 3.0231023102310237, + 3.023902390239024, + 3.024702470247025, + 3.025502550255026, + 3.026302630263027, + 3.027102710271027, + 3.027902790279028, + 3.028702870287029, + 3.02950295029503, + 3.0303030303030303, + 3.0311031103110313, + 3.0319031903190323, + 3.0327032703270334, + 3.0335033503350335, + 3.0343034303430345, + 3.0351035103510355, + 3.0359035903590366, + 3.0367036703670367, + 3.0375037503750377, + 3.0383038303830388, + 3.0391039103910398, + 3.03990399039904, + 3.040704070407041, + 3.041504150415042, + 3.042304230423042, + 3.043104310431043, + 3.043904390439044, + 3.044704470447045, + 3.0455045504550453, + 3.0463046304630463, + 3.0471047104710474, + 3.0479047904790484, + 3.0487048704870485, + 3.0495049504950495, + 3.0503050305030506, + 3.0511051105110516, + 3.0519051905190517, + 3.0527052705270528, + 3.053505350535054, + 3.054305430543055, + 3.055105510551055, + 3.055905590559056, + 3.056705670567057, + 3.057505750575058, + 3.058305830583058, + 3.059105910591059, + 3.05990599059906, + 3.0607060706070612, + 3.0615061506150614, + 3.0623062306230624, + 3.0631063106310634, + 3.0639063906390644, + 3.0647064706470646, + 3.0655065506550656, + 3.0663066306630666, + 3.0671067106710677, + 3.067906790679068, + 3.068706870687069, + 3.06950695069507, + 3.070307030703071, + 3.071107110711071, + 3.071907190719072, + 3.072707270727073, + 3.073507350735074, + 3.074307430743074, + 3.0751075107510752, + 3.0759075907590763, + 3.0767076707670773, + 3.0775077507750774, + 3.0783078307830785, + 3.0791079107910795, + 3.0799079907990805, + 3.0807080708070806, + 3.0815081508150817, + 3.0823082308230827, + 3.0831083108310837, + 3.083908390839084, + 3.084708470847085, + 3.085508550855086, + 3.086308630863087, + 3.087108710871087, + 3.087908790879088, + 3.088708870887089, + 3.08950895089509, + 3.0903090309030903, + 3.0911091109110913, + 3.0919091909190923, + 3.0927092709270934, + 3.0935093509350935, + 3.0943094309430945, + 3.0951095109510955, + 3.0959095909590966, + 3.0967096709670967, + 3.0975097509750977, + 3.0983098309830988, + 3.0991099109911, + 3.0999099909991, + 3.100710071007101, + 3.101510151015102, + 3.102310231023102, + 3.103110311031103, + 3.103910391039104, + 3.104710471047105, + 3.1055105510551053, + 3.1063106310631063, + 3.1071107110711074, + 3.1079107910791084, + 3.1087108710871085, + 3.1095109510951096, + 3.1103110311031106, + 3.1111111111111116, + 3.1119111911191117, + 3.1127112711271128, + 3.113511351135114, + 3.114311431143115, + 3.115111511151115, + 3.115911591159116, + 3.116711671167117, + 3.117511751175118, + 3.118311831183118, + 3.119111911191119, + 3.11991199119912, + 3.1207120712071212, + 3.1215121512151214, + 3.1223122312231224, + 3.1231123112311234, + 3.1239123912391245, + 3.1247124712471246, + 3.1255125512551256, + 3.1263126312631266, + 3.1271127112711277, + 3.127912791279128, + 3.128712871287129, + 3.12951295129513, + 3.130313031303131, + 3.131113111311131, + 3.131913191319132, + 3.132713271327133, + 3.133513351335134, + 3.1343134313431342, + 3.1351135113511353, + 3.1359135913591363, + 3.1367136713671373, + 3.1375137513751374, + 3.1383138313831385, + 3.1391139113911395, + 3.1399139913991405, + 3.1407140714071407, + 3.1415141514151417, + 3.1423142314231427, + 3.1431143114311437, + 3.143914391439144, + 3.144714471447145, + 3.145514551455146, + 3.146314631463147, + 3.147114711471147, + 3.147914791479148, + 3.148714871487149, + 3.14951495149515, + 3.1503150315031503, + 3.1511151115111513, + 3.1519151915191523, + 3.1527152715271534, + 3.1535153515351535, + 3.1543154315431545, + 3.1551155115511555, + 3.1559155915591566, + 3.1567156715671567, + 3.1575157515751577, + 3.1583158315831588, + 3.15911591159116, + 3.15991599159916, + 3.160716071607161, + 3.161516151615162, + 3.162316231623162, + 3.163116311631163, + 3.163916391639164, + 3.164716471647165, + 3.1655165516551653, + 3.1663166316631663, + 3.1671167116711674, + 3.1679167916791684, + 3.1687168716871685, + 3.1695169516951696, + 3.1703170317031706, + 3.1711171117111716, + 3.1719171917191717, + 3.1727172717271728, + 3.173517351735174, + 3.174317431743175, + 3.175117511751175, + 3.175917591759176, + 3.176717671767177, + 3.177517751775178, + 3.178317831783178, + 3.179117911791179, + 3.17991799179918, + 3.1807180718071812, + 3.1815181518151814, + 3.1823182318231824, + 3.1831183118311834, + 3.1839183918391845, + 3.1847184718471846, + 3.1855185518551856, + 3.1863186318631866, + 3.1871187118711877, + 3.187918791879188, + 3.188718871887189, + 3.18951895189519, + 3.190319031903191, + 3.191119111911191, + 3.191919191919192, + 3.192719271927193, + 3.193519351935194, + 3.1943194319431942, + 3.1951195119511953, + 3.1959195919591963, + 3.1967196719671973, + 3.1975197519751974, + 3.1983198319831985, + 3.1991199119911995, + 3.1999199919992005, + 3.2007200720072007, + 3.2015201520152017, + 3.2023202320232027, + 3.2031203120312037, + 3.203920392039204, + 3.204720472047205, + 3.205520552055206, + 3.206320632063207, + 3.207120712071207, + 3.207920792079208, + 3.208720872087209, + 3.20952095209521, + 3.2103210321032103, + 3.2111211121112113, + 3.2119211921192123, + 3.2127212721272134, + 3.2135213521352135, + 3.2143214321432145, + 3.2151215121512156, + 3.2159215921592166, + 3.2167216721672167, + 3.2175217521752177, + 3.2183218321832188, + 3.21912191219122, + 3.21992199219922, + 3.220722072207221, + 3.221522152215222, + 3.222322232223222, + 3.223122312231223, + 3.223922392239224, + 3.224722472247225, + 3.2255225522552253, + 3.2263226322632264, + 3.2271227122712274, + 3.2279227922792284, + 3.2287228722872285, + 3.2295229522952296, + 3.2303230323032306, + 3.2311231123112316, + 3.2319231923192318, + 3.2327232723272328, + 3.233523352335234, + 3.234323432343235, + 3.235123512351235, + 3.235923592359236, + 3.236723672367237, + 3.237523752375238, + 3.238323832383238, + 3.239123912391239, + 3.2399239923992402, + 3.2407240724072413, + 3.2415241524152414, + 3.2423242324232424, + 3.2431243124312434, + 3.2439243924392445, + 3.2447244724472446, + 3.2455245524552456, + 3.2463246324632467, + 3.2471247124712477, + 3.247924792479248, + 3.248724872487249, + 3.24952495249525, + 3.250325032503251, + 3.251125112511251, + 3.251925192519252, + 3.252725272527253, + 3.253525352535254, + 3.2543254325432542, + 3.2551255125512553, + 3.2559255925592563, + 3.2567256725672573, + 3.2575257525752574, + 3.2583258325832585, + 3.2591259125912595, + 3.2599259925992605, + 3.2607260726072607, + 3.2615261526152617, + 3.2623262326232627, + 3.2631263126312637, + 3.263926392639264, + 3.264726472647265, + 3.265526552655266, + 3.266326632663267, + 3.267126712671267, + 3.267926792679268, + 3.268726872687269, + 3.26952695269527, + 3.2703270327032703, + 3.2711271127112713, + 3.2719271927192723, + 3.2727272727272734, + 3.2735273527352735, + 3.2743274327432745, + 3.2751275127512756, + 3.2759275927592766, + 3.2767276727672767, + 3.2775277527752777, + 3.2783278327832788, + 3.27912791279128, + 3.27992799279928, + 3.280728072807281, + 3.281528152815282, + 3.282328232823283, + 3.283128312831283, + 3.283928392839284, + 3.284728472847285, + 3.2855285528552853, + 3.2863286328632864, + 3.2871287128712874, + 3.2879287928792884, + 3.2887288728872885, + 3.2895289528952896, + 3.2903290329032906, + 3.2911291129112916, + 3.2919291929192918, + 3.292729272927293, + 3.293529352935294, + 3.294329432943295, + 3.295129512951295, + 3.295929592959296, + 3.296729672967297, + 3.297529752975298, + 3.298329832983298, + 3.299129912991299, + 3.2999299929993002, + 3.3007300730073013, + 3.3015301530153014, + 3.3023302330233024, + 3.3031303130313034, + 3.3039303930393045, + 3.3047304730473046, + 3.3055305530553056, + 3.3063306330633067, + 3.3071307130713077, + 3.307930793079308, + 3.308730873087309, + 3.30953095309531, + 3.310331033103311, + 3.311131113111311, + 3.311931193119312, + 3.312731273127313, + 3.313531353135314, + 3.3143314331433142, + 3.3151315131513153, + 3.3159315931593163, + 3.3167316731673173, + 3.3175317531753175, + 3.3183318331833185, + 3.3191319131913195, + 3.3199319931993205, + 3.3207320732073207, + 3.3215321532153217, + 3.3223322332233227, + 3.3231323132313237, + 3.323932393239324, + 3.324732473247325, + 3.325532553255326, + 3.326332633263327, + 3.327132713271327, + 3.327932793279328, + 3.328732873287329, + 3.32953295329533, + 3.3303330333033303, + 3.3311331133113313, + 3.3319331933193324, + 3.3327332733273334, + 3.3335333533353335, + 3.3343334333433345, + 3.3351335133513356, + 3.3359335933593366, + 3.3367336733673367, + 3.3375337533753378, + 3.3383338333833388, + 3.33913391339134, + 3.33993399339934, + 3.340734073407341, + 3.341534153415342, + 3.342334233423343, + 3.343134313431343, + 3.343934393439344, + 3.344734473447345, + 3.3455345534553453, + 3.3463346334633464, + 3.3471347134713474, + 3.3479347934793484, + 3.3487348734873486, + 3.3495349534953496, + 3.3503350335033506, + 3.3511351135113516, + 3.3519351935193518, + 3.352735273527353, + 3.353535353535354, + 3.354335433543355, + 3.355135513551355, + 3.355935593559356, + 3.356735673567357, + 3.357535753575358, + 3.358335833583358, + 3.359135913591359, + 3.3599359935993602, + 3.3607360736073613, + 3.3615361536153614, + 3.3623362336233624, + 3.3631363136313634, + 3.3639363936393645, + 3.3647364736473646, + 3.3655365536553656, + 3.3663366336633667, + 3.3671367136713677, + 3.367936793679368, + 3.368736873687369, + 3.36953695369537, + 3.370337033703371, + 3.371137113711371, + 3.371937193719372, + 3.372737273727373, + 3.373537353735374, + 3.3743374337433742, + 3.3751375137513753, + 3.3759375937593763, + 3.3767376737673773, + 3.3775377537753775, + 3.3783378337833785, + 3.3791379137913795, + 3.3799379937993805, + 3.3807380738073807, + 3.3815381538153817, + 3.3823382338233827, + 3.3831383138313837, + 3.383938393839384, + 3.384738473847385, + 3.385538553855386, + 3.386338633863387, + 3.387138713871387, + 3.387938793879388, + 3.388738873887389, + 3.38953895389539, + 3.3903390339033903, + 3.3911391139113913, + 3.3919391939193924, + 3.3927392739273934, + 3.3935393539353935, + 3.3943394339433945, + 3.3951395139513956, + 3.3959395939593966, + 3.3967396739673967, + 3.3975397539753978, + 3.398339833983399, + 3.3991399139914, + 3.3999399939994, + 3.400740074007401, + 3.401540154015402, + 3.402340234023403, + 3.403140314031403, + 3.403940394039404, + 3.404740474047405, + 3.4055405540554053, + 3.4063406340634064, + 3.4071407140714074, + 3.4079407940794084, + 3.4087408740874086, + 3.4095409540954096, + 3.4103410341034106, + 3.4111411141114116, + 3.4119411941194118, + 3.412741274127413, + 3.413541354135414, + 3.414341434143415, + 3.415141514151415, + 3.415941594159416, + 3.416741674167417, + 3.417541754175418, + 3.418341834183418, + 3.419141914191419, + 3.4199419941994202, + 3.4207420742074213, + 3.4215421542154214, + 3.4223422342234224, + 3.4231423142314235, + 3.4239423942394245, + 3.4247424742474246, + 3.4255425542554256, + 3.4263426342634267, + 3.4271427142714277, + 3.427942794279428, + 3.428742874287429, + 3.42954295429543, + 3.430343034303431, + 3.431143114311431, + 3.431943194319432, + 3.432743274327433, + 3.433543354335434, + 3.4343434343434343, + 3.4351435143514353, + 3.4359435943594363, + 3.4367436743674373, + 3.4375437543754375, + 3.4383438343834385, + 3.4391439143914395, + 3.4399439943994405, + 3.4407440744074407, + 3.4415441544154417, + 3.4423442344234427, + 3.4431443144314438, + 3.443944394439444, + 3.444744474447445, + 3.445544554455446, + 3.446344634463447, + 3.447144714471447, + 3.447944794479448, + 3.448744874487449, + 3.44954495449545, + 3.4503450345034503, + 3.4511451145114513, + 3.4519451945194524, + 3.4527452745274534, + 3.4535453545354535, + 3.4543454345434546, + 3.4551455145514556, + 3.4559455945594566, + 3.4567456745674567, + 3.4575457545754578, + 3.458345834583459, + 3.45914591459146, + 3.45994599459946, + 3.460746074607461, + 3.461546154615462, + 3.462346234623463, + 3.463146314631463, + 3.463946394639464, + 3.464746474647465, + 3.4655465546554653, + 3.4663466346634664, + 3.4671467146714674, + 3.4679467946794684, + 3.4687468746874686, + 3.4695469546954696, + 3.4703470347034706, + 3.4711471147114716, + 3.4719471947194718, + 3.472747274727473, + 3.473547354735474, + 3.474347434743475, + 3.475147514751475, + 3.475947594759476, + 3.476747674767477, + 3.477547754775478, + 3.478347834783478, + 3.4791479147914792, + 3.4799479947994802, + 3.4807480748074813, + 3.4815481548154814, + 3.4823482348234824, + 3.4831483148314835, + 3.4839483948394845, + 3.4847484748474846, + 3.4855485548554856, + 3.4863486348634867, + 3.4871487148714877, + 3.487948794879488, + 3.488748874887489, + 3.48954895489549, + 3.490349034903491, + 3.491149114911491, + 3.491949194919492, + 3.492749274927493, + 3.493549354935494, + 3.4943494349434943, + 3.4951495149514953, + 3.4959495949594963, + 3.4967496749674973, + 3.4975497549754975, + 3.4983498349834985, + 3.4991499149914995, + 3.4999499949995005, + 3.5007500750075007, + 3.5015501550155017, + 3.5023502350235027, + 3.5031503150315038, + 3.503950395039504, + 3.504750475047505, + 3.505550555055506, + 3.506350635063507, + 3.507150715071507, + 3.507950795079508, + 3.508750875087509, + 3.50955095509551, + 3.5103510351035103, + 3.5111511151115113, + 3.5119511951195124, + 3.5127512751275134, + 3.5135513551355135, + 3.5143514351435146, + 3.5151515151515156, + 3.5159515951595166, + 3.5167516751675167, + 3.5175517551755178, + 3.518351835183519, + 3.51915191519152, + 3.51995199519952, + 3.520752075207521, + 3.521552155215522, + 3.522352235223523, + 3.523152315231523, + 3.523952395239524, + 3.524752475247525, + 3.5255525552555254, + 3.5263526352635264, + 3.5271527152715274, + 3.5279527952795284, + 3.5287528752875286, + 3.5295529552955296, + 3.5303530353035306, + 3.5311531153115316, + 3.531953195319532, + 3.532753275327533, + 3.533553355335534, + 3.534353435343535, + 3.535153515351535, + 3.535953595359536, + 3.536753675367537, + 3.537553755375538, + 3.538353835383538, + 3.5391539153915392, + 3.5399539953995403, + 3.5407540754075413, + 3.5415541554155414, + 3.5423542354235424, + 3.5431543154315435, + 3.5439543954395445, + 3.5447544754475446, + 3.5455545554555457, + 3.5463546354635467, + 3.5471547154715477, + 3.547954795479548, + 3.548754875487549, + 3.54955495549555, + 3.550355035503551, + 3.551155115511551, + 3.551955195519552, + 3.552755275527553, + 3.553555355535554, + 3.5543554355435543, + 3.5551555155515553, + 3.5559555955595563, + 3.5567556755675573, + 3.5575557555755575, + 3.5583558355835585, + 3.5591559155915595, + 3.5599559955995606, + 3.5607560756075607, + 3.5615561556155617, + 3.5623562356235627, + 3.5631563156315638, + 3.563956395639564, + 3.564756475647565, + 3.565556555655566, + 3.566356635663567, + 3.567156715671567, + 3.567956795679568, + 3.568756875687569, + 3.56955695569557, + 3.5703570357035703, + 3.5711571157115714, + 3.5719571957195724, + 3.5727572757275734, + 3.5735573557355735, + 3.5743574357435746, + 3.5751575157515756, + 3.5759575957595766, + 3.5767576757675767, + 3.5775577557755778, + 3.578357835783579, + 3.57915791579158, + 3.57995799579958, + 3.580758075807581, + 3.581558155815582, + 3.582358235823583, + 3.583158315831583, + 3.583958395839584, + 3.5847584758475852, + 3.5855585558555862, + 3.5863586358635864, + 3.5871587158715874, + 3.5879587958795884, + 3.5887588758875886, + 3.5895589558955896, + 3.5903590359035906, + 3.5911591159115916, + 3.591959195919592, + 3.592759275927593, + 3.593559355935594, + 3.594359435943595, + 3.595159515951595, + 3.595959595959596, + 3.596759675967597, + 3.597559755975598, + 3.598359835983598, + 3.5991599159915992, + 3.5999599959996003, + 3.6007600760076013, + 3.6015601560156014, + 3.6023602360236024, + 3.6031603160316035, + 3.6039603960396045, + 3.6047604760476046, + 3.6055605560556057, + 3.6063606360636067, + 3.6071607160716077, + 3.607960796079608, + 3.608760876087609, + 3.60956095609561, + 3.610361036103611, + 3.611161116111611, + 3.611961196119612, + 3.612761276127613, + 3.613561356135614, + 3.6143614361436143, + 3.6151615161516153, + 3.6159615961596163, + 3.6167616761676173, + 3.6175617561756175, + 3.6183618361836185, + 3.6191619161916195, + 3.6199619961996206, + 3.6207620762076207, + 3.6215621562156217, + 3.6223622362236227, + 3.6231623162316238, + 3.623962396239624, + 3.624762476247625, + 3.625562556255626, + 3.626362636263627, + 3.627162716271627, + 3.627962796279628, + 3.628762876287629, + 3.62956295629563, + 3.6303630363036303, + 3.6311631163116314, + 3.6319631963196324, + 3.6327632763276334, + 3.6335633563356335, + 3.6343634363436346, + 3.6351635163516356, + 3.6359635963596366, + 3.6367636763676368, + 3.637563756375638, + 3.638363836383639, + 3.63916391639164, + 3.63996399639964, + 3.640764076407641, + 3.641564156415642, + 3.642364236423643, + 3.643164316431643, + 3.643964396439644, + 3.6447644764476452, + 3.6455645564556463, + 3.6463646364636464, + 3.6471647164716474, + 3.6479647964796484, + 3.6487648764876486, + 3.6495649564956496, + 3.6503650365036506, + 3.6511651165116517, + 3.651965196519652, + 3.652765276527653, + 3.653565356535654, + 3.654365436543655, + 3.655165516551655, + 3.655965596559656, + 3.656765676567657, + 3.657565756575658, + 3.658365836583658, + 3.6591659165916592, + 3.6599659965996603, + 3.6607660766076613, + 3.6615661566156614, + 3.6623662366236625, + 3.6631663166316635, + 3.6639663966396645, + 3.6647664766476646, + 3.6655665566556657, + 3.6663666366636667, + 3.6671667166716677, + 3.667966796679668, + 3.668766876687669, + 3.66956695669567, + 3.670367036703671, + 3.671167116711671, + 3.671967196719672, + 3.672767276727673, + 3.673567356735674, + 3.6743674367436743, + 3.6751675167516753, + 3.6759675967596763, + 3.6767676767676774, + 3.6775677567756775, + 3.6783678367836785, + 3.6791679167916795, + 3.6799679967996806, + 3.6807680768076807, + 3.6815681568156817, + 3.6823682368236828, + 3.6831683168316838, + 3.683968396839684, + 3.684768476847685, + 3.685568556855686, + 3.686368636863687, + 3.687168716871687, + 3.687968796879688, + 3.688768876887689, + 3.68956895689569, + 3.6903690369036903, + 3.6911691169116914, + 3.6919691969196924, + 3.6927692769276934, + 3.6935693569356935, + 3.6943694369436946, + 3.6951695169516956, + 3.6959695969596966, + 3.6967696769676968, + 3.697569756975698, + 3.698369836983699, + 3.6991699169917, + 3.6999699969997, + 3.700770077007701, + 3.701570157015702, + 3.702370237023703, + 3.703170317031703, + 3.703970397039704, + 3.7047704770477052, + 3.7055705570557063, + 3.7063706370637064, + 3.7071707170717074, + 3.7079707970797084, + 3.7087708770877086, + 3.7095709570957096, + 3.7103710371037106, + 3.7111711171117117, + 3.711971197119712, + 3.712771277127713, + 3.713571357135714, + 3.714371437143715, + 3.715171517151715, + 3.715971597159716, + 3.716771677167717, + 3.717571757175718, + 3.718371837183718, + 3.7191719171917192, + 3.7199719971997203, + 3.7207720772077213, + 3.7215721572157214, + 3.7223722372237225, + 3.7231723172317235, + 3.7239723972397245, + 3.7247724772477246, + 3.7255725572557257, + 3.7263726372637267, + 3.7271727172717277, + 3.727972797279728, + 3.728772877287729, + 3.72957295729573, + 3.730373037303731, + 3.731173117311731, + 3.731973197319732, + 3.732773277327733, + 3.733573357335734, + 3.7343734373437343, + 3.7351735173517353, + 3.7359735973597363, + 3.7367736773677374, + 3.7375737573757375, + 3.7383738373837385, + 3.7391739173917395, + 3.7399739973997406, + 3.7407740774077407, + 3.7415741574157417, + 3.7423742374237428, + 3.743174317431744, + 3.743974397439744, + 3.744774477447745, + 3.745574557455746, + 3.746374637463747, + 3.747174717471747, + 3.747974797479748, + 3.748774877487749, + 3.74957495749575, + 3.7503750375037503, + 3.7511751175117514, + 3.7519751975197524, + 3.7527752775277534, + 3.7535753575357536, + 3.7543754375437546, + 3.7551755175517556, + 3.7559755975597566, + 3.7567756775677568, + 3.757575757575758, + 3.758375837583759, + 3.75917591759176, + 3.75997599759976, + 3.760776077607761, + 3.761576157615762, + 3.762376237623763, + 3.763176317631763, + 3.763976397639764, + 3.7647764776477652, + 3.7655765576557663, + 3.7663766376637664, + 3.7671767176717674, + 3.7679767976797685, + 3.7687768776877686, + 3.7695769576957696, + 3.7703770377037706, + 3.7711771177117717, + 3.771977197719772, + 3.772777277727773, + 3.773577357735774, + 3.774377437743775, + 3.775177517751775, + 3.775977597759776, + 3.776777677767777, + 3.777577757775778, + 3.7783778377837782, + 3.7791779177917793, + 3.7799779977997803, + 3.7807780778077813, + 3.7815781578157814, + 3.7823782378237825, + 3.7831783178317835, + 3.7839783978397845, + 3.7847784778477847, + 3.7855785578557857, + 3.7863786378637867, + 3.7871787178717877, + 3.787978797879788, + 3.788778877887789, + 3.78957895789579, + 3.790379037903791, + 3.791179117911791, + 3.791979197919792, + 3.792779277927793, + 3.793579357935794, + 3.7943794379437943, + 3.7951795179517953, + 3.7959795979597963, + 3.7967796779677974, + 3.7975797579757975, + 3.7983798379837985, + 3.7991799179917995, + 3.7999799979998006, + 3.8007800780078007, + 3.8015801580158017, + 3.8023802380238028, + 3.803180318031804, + 3.803980398039804, + 3.804780478047805, + 3.805580558055806, + 3.806380638063807, + 3.807180718071807, + 3.807980798079808, + 3.808780878087809, + 3.80958095809581, + 3.8103810381038103, + 3.8111811181118114, + 3.8119811981198124, + 3.8127812781278134, + 3.8135813581358136, + 3.8143814381438146, + 3.8151815181518156, + 3.8159815981598166, + 3.8167816781678168, + 3.817581758175818, + 3.818381838183819, + 3.81918191819182, + 3.81998199819982, + 3.820782078207821, + 3.821582158215822, + 3.822382238223823, + 3.823182318231823, + 3.823982398239824, + 3.8247824782478252, + 3.8255825582558263, + 3.8263826382638264, + 3.8271827182718274, + 3.8279827982798285, + 3.8287828782878286, + 3.8295829582958296, + 3.8303830383038306, + 3.8311831183118317, + 3.831983198319832, + 3.832783278327833, + 3.833583358335834, + 3.834383438343835, + 3.835183518351835, + 3.835983598359836, + 3.836783678367837, + 3.837583758375838, + 3.8383838383838382, + 3.8391839183918393, + 3.8399839983998403, + 3.8407840784078413, + 3.8415841584158414, + 3.8423842384238425, + 3.8431843184318435, + 3.8439843984398445, + 3.8447844784478447, + 3.8455845584558457, + 3.8463846384638467, + 3.8471847184718477, + 3.847984798479848, + 3.848784878487849, + 3.84958495849585, + 3.850385038503851, + 3.851185118511851, + 3.851985198519852, + 3.852785278527853, + 3.853585358535854, + 3.8543854385438543, + 3.8551855185518553, + 3.8559855985598563, + 3.8567856785678574, + 3.8575857585758575, + 3.8583858385838585, + 3.8591859185918596, + 3.8599859985998606, + 3.8607860786078607, + 3.8615861586158617, + 3.8623862386238628, + 3.863186318631864, + 3.863986398639864, + 3.864786478647865, + 3.865586558655866, + 3.866386638663867, + 3.867186718671867, + 3.867986798679868, + 3.868786878687869, + 3.86958695869587, + 3.8703870387038704, + 3.8711871187118714, + 3.8719871987198724, + 3.8727872787278734, + 3.8735873587358736, + 3.8743874387438746, + 3.8751875187518756, + 3.8759875987598766, + 3.8767876787678768, + 3.877587758775878, + 3.878387838783879, + 3.87918791879188, + 3.87998799879988, + 3.880788078807881, + 3.881588158815882, + 3.882388238823883, + 3.883188318831883, + 3.8839883988398842, + 3.8847884788478853, + 3.8855885588558863, + 3.8863886388638864, + 3.8871887188718874, + 3.8879887988798885, + 3.8887888788878895, + 3.8895889588958896, + 3.8903890389038907, + 3.8911891189118917, + 3.891989198919892, + 3.892789278927893, + 3.893589358935894, + 3.894389438943895, + 3.895189518951895, + 3.895989598959896, + 3.896789678967897, + 3.897589758975898, + 3.8983898389838982, + 3.8991899189918993, + 3.8999899989999003, + 3.9007900790079013, + 3.9015901590159014, + 3.9023902390239025, + 3.9031903190319035, + 3.9039903990399045, + 3.9047904790479047, + 3.9055905590559057, + 3.9063906390639067, + 3.9071907190719077, + 3.907990799079908, + 3.908790879087909, + 3.90959095909591, + 3.910391039103911, + 3.911191119111911, + 3.911991199119912, + 3.912791279127913, + 3.913591359135914, + 3.9143914391439143, + 3.9151915191519153, + 3.9159915991599163, + 3.9167916791679174, + 3.9175917591759175, + 3.9183918391839185, + 3.9191919191919196, + 3.9199919991999206, + 3.9207920792079207, + 3.9215921592159217, + 3.9223922392239228, + 3.923192319231924, + 3.923992399239924, + 3.924792479247925, + 3.925592559255926, + 3.926392639263927, + 3.927192719271927, + 3.927992799279928, + 3.928792879287929, + 3.92959295929593, + 3.9303930393039304, + 3.9311931193119314, + 3.9319931993199324, + 3.9327932793279334, + 3.9335933593359336, + 3.9343934393439346, + 3.9351935193519356, + 3.9359935993599366, + 3.936793679367937, + 3.937593759375938, + 3.938393839383939, + 3.93919391939194, + 3.93999399939994, + 3.940794079407941, + 3.941594159415942, + 3.942394239423943, + 3.943194319431943, + 3.9439943994399442, + 3.9447944794479453, + 3.9455945594559463, + 3.9463946394639464, + 3.9471947194719474, + 3.9479947994799485, + 3.9487948794879495, + 3.9495949594959496, + 3.9503950395039507, + 3.9511951195119517, + 3.951995199519952, + 3.952795279527953, + 3.953595359535954, + 3.954395439543955, + 3.955195519551955, + 3.955995599559956, + 3.956795679567957, + 3.957595759575958, + 3.9583958395839582, + 3.9591959195919593, + 3.9599959995999603, + 3.9607960796079613, + 3.9615961596159615, + 3.9623962396239625, + 3.9631963196319635, + 3.9639963996399645, + 3.9647964796479647, + 3.9655965596559657, + 3.9663966396639667, + 3.9671967196719677, + 3.967996799679968, + 3.968796879687969, + 3.96959695969597, + 3.970397039703971, + 3.971197119711971, + 3.971997199719972, + 3.972797279727973, + 3.973597359735974, + 3.9743974397439743, + 3.9751975197519753, + 3.9759975997599764, + 3.9767976797679774, + 3.9775977597759775, + 3.9783978397839785, + 3.9791979197919796, + 3.9799979997999806, + 3.9807980798079807, + 3.9815981598159818, + 3.9823982398239828, + 3.983198319831984, + 3.983998399839984, + 3.984798479847985, + 3.985598559855986, + 3.986398639863987, + 3.987198719871987, + 3.987998799879988, + 3.988798879887989, + 3.9895989598959902, + 3.9903990399039904, + 3.9911991199119914, + 3.9919991999199924, + 3.9927992799279934, + 3.9935993599359936, + 3.9943994399439946, + 3.9951995199519956, + 3.9959995999599967, + 3.996799679967997, + 3.997599759975998, + 3.998399839983999, + 3.999199919992, + 4 + ], + "xaxis": "x", + "y": [ + 0.00013383022576488537, + 0.00013425916842526816, + 0.00013468939968219545, + 0.00013512092311326407, + 0.0001355537423050498, + 0.000135987860853125, + 0.00013642328236207954, + 0.00013686001044553895, + 0.00013729804872618612, + 0.00013773740083577882, + 0.00013817807041517145, + 0.00013862006111433267, + 0.00013906337659236765, + 0.00013950802051753563, + 0.00013995399656727145, + 0.00014040130842820392, + 0.000140849959796178, + 0.00014129995437627186, + 0.0001417512958828199, + 0.00014220398803942987, + 0.00014265803457900564, + 0.0001431134392437653, + 0.0001435702057852627, + 0.000144028337964406, + 0.0001444878395514802, + 0.00014494871432616484, + 0.00014541096607755658, + 0.0001458745986041873, + 0.00014633961571404694, + 0.00014680602122460143, + 0.00014727381896281495, + 0.00014774301276516884, + 0.00014821360647768425, + 0.00014868560395593977, + 0.0001491590090650951, + 0.00014963382567990857, + 0.00015011005768476054, + 0.00015058770897367205, + 0.00015106678345032696, + 0.000151547285028091, + 0.0001520292176300348, + 0.00015251258518895227, + 0.0001529973916473837, + 0.00015348364095763435, + 0.00015397133708179784, + 0.0001544604839917748, + 0.0001549510856692955, + 0.0001554431461059394, + 0.0001559366693031584, + 0.00015643165927229489, + 0.00015692812003460617, + 0.00015742605562128235, + 0.0001579254700734705, + 0.00015842636744229364, + 0.00015892875178887366, + 0.00015943262718435072, + 0.0001599379977099071, + 0.0001604448674567858, + 0.00016095324052631463, + 0.00016146312102992492, + 0.00016197451308917586, + 0.00016248742083577343, + 0.00016300184841159377, + 0.00016351779996870322, + 0.00016403527966938217, + 0.0001645542916861437, + 0.00016507484020175843, + 0.0001655969294092731, + 0.0001661205635120354, + 0.00016664574672371331, + 0.00016717248326831872, + 0.0001677007773802273, + 0.00016823063330420309, + 0.00016876205529541753, + 0.00016929504761947412, + 0.00016982961455242775, + 0.00017036576038080973, + 0.000170903489401647, + 0.00017144280592248606, + 0.00017198371426141483, + 0.00017252621874708416, + 0.00017307032371873096, + 0.0001736160335261995, + 0.00017416335252996482, + 0.00017471228510115353, + 0.00017526283562156872, + 0.000175815008483709, + 0.000176368808090794, + 0.00017692423885678463, + 0.00017748130520640762, + 0.00017804001157517576, + 0.0001786003624094128, + 0.00017916236216627398, + 0.00017972601531377112, + 0.00018029132633079202, + 0.00018085829970712676, + 0.0001814269399434878, + 0.00018199725155153447, + 0.00018256923905389443, + 0.0001831429069841879, + 0.00018371825988704903, + 0.00018429530231815132, + 0.00018487403884422722, + 0.00018545447404309443, + 0.0001860366125036764, + 0.00018662045882602782, + 0.0001872060176213551, + 0.00018779329351204215, + 0.00018838229113167138, + 0.00018897301512504927, + 0.00018956547014822658, + 0.00019015966086852502, + 0.0001907555919645581, + 0.0001913532681262561, + 0.0001919526940548882, + 0.00019255387446308732, + 0.00019315681407487185, + 0.00019376151762567204, + 0.00019436798986234991, + 0.00019497623554322617, + 0.0001955862594381015, + 0.0001961980663282823, + 0.00019681166100660215, + 0.0001974270482774479, + 0.00019804423295678134, + 0.00019866321987216552, + 0.00019928401386278514, + 0.00019990661977947434, + 0.00020053104248473792, + 0.00020115728685277668, + 0.00020178535776951029, + 0.00020241526013260334, + 0.00020304699885148668, + 0.00020368057884738463, + 0.00020431600505333586, + 0.00020495328241422147, + 0.00020559241588678488, + 0.0002062334104396604, + 0.00020687627105339375, + 0.00020752100272047015, + 0.0002081676104453348, + 0.00020881609924442113, + 0.00020946647414617195, + 0.00021011874019106696, + 0.0002107729024316443, + 0.00021142896593252816, + 0.00021208693577045063, + 0.00021274681703427917, + 0.00021340861482503832, + 0.00021407233425593737, + 0.00021473798045239223, + 0.0002154055585520537, + 0.00021607507370482822, + 0.00021674653107290663, + 0.00021741993583078713, + 0.0002180952931652999, + 0.00021877260827563358, + 0.00021945188637335856, + 0.00022013313268245437, + 0.00022081635243933196, + 0.00022150155089286193, + 0.00022218873330439638, + 0.0002228779049477979, + 0.00022356907110946122, + 0.00022426223708834175, + 0.00022495740819597783, + 0.00022565458975651903, + 0.0002263537871067494, + 0.00022705500559611446, + 0.00022775825058674517, + 0.00022846352745348544, + 0.00022917084158391568, + 0.00022988019837838023, + 0.00023059160325001113, + 0.00023130506162475639, + 0.0002320205789414024, + 0.0002327381606516033, + 0.00023345781221990316, + 0.00023417953912376567, + 0.00023490334685359645, + 0.0002356292409127719, + 0.00023635722681766253, + 0.00023708731009766163, + 0.000237819496295209, + 0.00023855379096581885, + 0.00023929019967810404, + 0.0002400287280138048, + 0.00024076938156781212, + 0.00024151216594819642, + 0.00024225708677623153, + 0.00024300414968642385, + 0.00024375336032653533, + 0.0002445047243576133, + 0.0002452582474540135, + 0.00024601393530343014, + 0.00024677179360691885, + 0.0002475318280789267, + 0.00024829404444731516, + 0.00024905844845339033, + 0.00024982504585192665, + 0.00025059384241119583, + 0.00025136484391299153, + 0.00025213805615265854, + 0.00025291348493911725, + 0.0002536911360948924, + 0.0002544710154561382, + 0.00025525312887266763, + 0.0002560374822079763, + 0.00025682408133927316, + 0.00025761293215750337, + 0.0002584040405673799, + 0.00025919741248740656, + 0.0002599930538499088, + 0.00026079097060105705, + 0.00026159116870089796, + 0.00026239365412337876, + 0.00026319843285637625, + 0.00026400551090172267, + 0.00026481489427523534, + 0.0002656265890067416, + 0.0002664406011401084, + 0.00026725693673326794, + 0.0002680756018582477, + 0.00026889660260119466, + 0.0002697199450624064, + 0.000270545635356357, + 0.00027137367961172464, + 0.00027220408397141924, + 0.00027303685459261195, + 0.00027387199764676177, + 0.0002747095193196424, + 0.00027554942581137156, + 0.00027639172333643964, + 0.00027723641812373587, + 0.00027808351641657713, + 0.0002789330244727371, + 0.00027978494856447137, + 0.0002806392949785502, + 0.00028149607001628184, + 0.00028235527999354504, + 0.0002832169312408135, + 0.0002840810301031876, + 0.00028494758294042, + 0.0002858165961269468, + 0.0002866880760519124, + 0.00028756202911920205, + 0.0002884384617474663, + 0.0002893173803701538, + 0.0002901987914355358, + 0.0002910827014067376, + 0.0002919691167617659, + 0.00029285804399353896, + 0.0002937494896099121, + 0.0002946434601337114, + 0.0002955399621027574, + 0.0002964390020698987, + 0.00029734058660303616, + 0.0002982447222851565, + 0.00029915141571435725, + 0.0003000606735038795, + 0.00030097250228213303, + 0.0003018869086927295, + 0.0003028038993945072, + 0.0003037234810615654, + 0.00030464566038328834, + 0.0003055704440643789, + 0.00030649783882488426, + 0.0003074278514002287, + 0.000308360488541239, + 0.0003092957570141789, + 0.0003102336636007732, + 0.0003111742150982422, + 0.00031211741831932644, + 0.0003130632800923217, + 0.0003140118072611024, + 0.00031496300668515777, + 0.0003159168852396156, + 0.0003168734498152773, + 0.00031783270731864245, + 0.000318794664671944, + 0.0003197593288131732, + 0.0003207267066961139, + 0.00032169680529036803, + 0.00032266963158139003, + 0.00032364519257051336, + 0.00032462349527498304, + 0.0003256045467279833, + 0.00032658835397867124, + 0.00032757492409220225, + 0.000328564264149766, + 0.0003295563812486103, + 0.0003305512825020779, + 0.00033154897503963077, + 0.0003325494660068859, + 0.00033355276256564115, + 0.0003345588718939096, + 0.00033556780118594625, + 0.0003365795576522828, + 0.0003375941485197537, + 0.0003386115810315304, + 0.0003396318624471518, + 0.0003406550000425512, + 0.0003416810011100907, + 0.00034270987295859193, + 0.00034374162291336564, + 0.00034477625831624245, + 0.00034581378652560305, + 0.0003468542149164123, + 0.00034789755088024805, + 0.00034894380182532987, + 0.0003499929751765563, + 0.00035104507837552815, + 0.00035210011888058744, + 0.0003531581041668417, + 0.00035421904172620123, + 0.00035528293906740435, + 0.0003563498037160555, + 0.00035741964321464907, + 0.00035849246512260815, + 0.0003595682770163097, + 0.0003606470864891208, + 0.00036172890115142666, + 0.00036281372863066505, + 0.0003639015765713547, + 0.00036499245263513105, + 0.00036608636450077267, + 0.00036718331986423935, + 0.00036828332643869667, + 0.0003693863919545549, + 0.0003704925241594945, + 0.00037160173081850374, + 0.00037271401971390456, + 0.0003738293986453915, + 0.00037494787543005585, + 0.0003760694579024256, + 0.00037719415391449044, + 0.00037832197133573964, + 0.00037945291805318974, + 0.0003805870019714202, + 0.0003817242310126022, + 0.0003828646131165353, + 0.0003840081562406742, + 0.00038515486836016754, + 0.00038630475746788314, + 0.0003874578315744478, + 0.00038861409870827296, + 0.0003897735669155931, + 0.0003909362442604925, + 0.0003921021388249443, + 0.000393271258708837, + 0.00039444361203001154, + 0.0003956192069242901, + 0.0003967980515455146, + 0.00039798015406557186, + 0.0003991655226744345, + 0.0004003541655801856, + 0.0004015460910090595, + 0.00040274130720546877, + 0.0004039398224320413, + 0.00040514164496964863, + 0.0004063467831174455, + 0.0004075552451928961, + 0.00040876703953181335, + 0.0004099821744883858, + 0.00041120065843521804, + 0.00041242249976335723, + 0.0004136477068823308, + 0.0004148762882201774, + 0.0004161082522234829, + 0.0004173436073574093, + 0.00041858236210573393, + 0.000419824524970879, + 0.0004210701044739452, + 0.0004223191091547469, + 0.00042357154757184597, + 0.0004248274283025841, + 0.0004260867599431165, + 0.0004273495511084457, + 0.0004286158104324574, + 0.0004298855465679522, + 0.0004311587681866792, + 0.00043243548397937015, + 0.00043371570265577595, + 0.00043499943294469684, + 0.000436286683594019, + 0.00043757746337074567, + 0.00043887178106103607, + 0.0004401696454702366, + 0.0004414710654229132, + 0.00044277604976288785, + 0.00044408460735327355, + 0.00044539674707650887, + 0.000446712477834387, + 0.0004480318085480985, + 0.0004493547481582572, + 0.0004506813056249433, + 0.0004520114899277287, + 0.0004533453100657203, + 0.0004546827750575869, + 0.0004560238939416007, + 0.00045736867577566523, + 0.0004587171296373562, + 0.00046006926462395124, + 0.0004614250898524693, + 0.0004627846144597002, + 0.00046414784760224516, + 0.00046551479845654523, + 0.0004668854762189246, + 0.0004682598901056153, + 0.0004696380493528027, + 0.0004710199632166509, + 0.0004724056409733473, + 0.0004737950919191276, + 0.000475188325370321, + 0.00047658535066337656, + 0.0004779861771549061, + 0.00047939081422171214, + 0.00048079927126083017, + 0.00048221155768955786, + 0.0004836276829454966, + 0.00048504765648658, + 0.0004864714877911165, + 0.00048789918635781755, + 0.0004893307617058415, + 0.0004907662233748207, + 0.0004922055809249034, + 0.0004936488439367858, + 0.0004950960220117511, + 0.0004965471247716994, + 0.0004980021618591922, + 0.0004994611429374788, + 0.0005009240776905402, + 0.0005023909758231184, + 0.0005038618470607579, + 0.0005053367011498369, + 0.0005068155478576085, + 0.0005082983969722303, + 0.0005097852583028074, + 0.0005112761416794215, + 0.0005127710569531747, + 0.0005142700139962179, + 0.0005157730227017943, + 0.0005172800929842688, + 0.0005187912347791707, + 0.000520306458043225, + 0.0005218257727543924, + 0.0005233491889119024, + 0.0005248767165362941, + 0.0005264083656694468, + 0.0005279441463746235, + 0.0005294840687365024, + 0.0005310281428612144, + 0.0005325763788763799, + 0.0005341287869311483, + 0.0005356853771962315, + 0.0005372461598639408, + 0.0005388111451482241, + 0.000540380343284705, + 0.000541953764530718, + 0.0005435314191653427, + 0.0005451133174894452, + 0.0005466994698257127, + 0.000548289886518693, + 0.000549884577934827, + 0.0005514835544624881, + 0.0005530868265120234, + 0.0005546944045157847, + 0.0005563062989281674, + 0.0005579225202256516, + 0.0005595430789068324, + 0.0005611679854924664, + 0.0005627972505254983, + 0.0005644308845711092, + 0.0005660688982167443, + 0.0005677113020721593, + 0.0005693581067694485, + 0.0005710093229630933, + 0.0005726649613299878, + 0.0005743250325694882, + 0.0005759895474034399, + 0.0005776585165762242, + 0.0005793319508547889, + 0.0005810098610286917, + 0.0005826922579101327, + 0.0005843791523339989, + 0.0005860705551578932, + 0.0005877664772621835, + 0.0005894669295500282, + 0.0005911719229474262, + 0.0005928814684032449, + 0.0005945955768892665, + 0.0005963142594002181, + 0.0005980375269538191, + 0.0005997653905908101, + 0.000601497861374998, + 0.0006032349503932889, + 0.0006049766687557341, + 0.0006067230275955572, + 0.0006084740380692055, + 0.0006102297113563748, + 0.0006119900586600606, + 0.0006137550912065871, + 0.0006155248202456525, + 0.0006172992570503597, + 0.0006190784129172652, + 0.0006208622991664072, + 0.0006226509271413533, + 0.0006244443082092318, + 0.0006262424537607766, + 0.0006280453752103605, + 0.0006298530839960385, + 0.0006316655915795835, + 0.0006334829094465288, + 0.0006353050491062001, + 0.0006371320220917646, + 0.0006389638399602603, + 0.0006408005142926408, + 0.000642642056693812, + 0.0006444884787926736, + 0.0006463397922421538, + 0.0006481960087192541, + 0.0006500571399250824, + 0.0006519231975848986, + 0.0006537941934481483, + 0.0006556701392885053, + 0.0006575510469039123, + 0.0006594369281166148, + 0.0006613277947732039, + 0.0006632236587446583, + 0.0006651245319263803, + 0.0006670304262382351, + 0.0006689413536245908, + 0.0006708573260543609, + 0.0006727783555210421, + 0.0006747044540427498, + 0.0006766356336622639, + 0.0006785719064470659, + 0.0006805132844893804, + 0.0006824597799062103, + 0.000684411404839381, + 0.0006863681714555791, + 0.0006883300919463942, + 0.0006902971785283523, + 0.0006922694434429653, + 0.0006942468989567608, + 0.0006962295573613318, + 0.0006982174309733685, + 0.0007002105321347067, + 0.0007022088732123578, + 0.0007042124665985604, + 0.0007062213247108084, + 0.000708235459991904, + 0.0007102548849099865, + 0.0007122796119585801, + 0.0007143096536566301, + 0.0007163450225485481, + 0.0007183857312042436, + 0.0007204317922191764, + 0.0007224832182143854, + 0.0007245400218365391, + 0.0007266022157579665, + 0.0007286698126767071, + 0.0007307428253165431, + 0.0007328212664270488, + 0.0007349051487836207, + 0.0007369944851875297, + 0.00073908928846595, + 0.0007411895714720122, + 0.0007432953470848325, + 0.0007454066282095637, + 0.0007475234277774264, + 0.0007496457587457588, + 0.0007517736340980508, + 0.0007539070668439901, + 0.000756046070019498, + 0.0007581906566867772, + 0.0007603408399343434, + 0.0007624966328770794, + 0.0007646580486562603, + 0.000766825100439611, + 0.000768997801421333, + 0.0007711761648221572, + 0.0007733602038893765, + 0.0007755499318968934, + 0.0007777453621452552, + 0.0007799465079617036, + 0.0007821533827002057, + 0.0007843659997415058, + 0.0007865843724931584, + 0.0007888085143895759, + 0.0007910384388920643, + 0.0007932741594888716, + 0.0007955156896952229, + 0.0007977630430533669, + 0.0008000162331326128, + 0.0008022752735293773, + 0.00080454017786722, + 0.0008068109597968933, + 0.0008090876329963752, + 0.0008113702111709173, + 0.0008136587080530871, + 0.0008159531374028031, + 0.0008182535130073818, + 0.0008205598486815805, + 0.0008228721582676401, + 0.0008251904556353183, + 0.0008275147546819402, + 0.0008298450693324405, + 0.0008321814135394017, + 0.0008345238012830964, + 0.00083687224657153, + 0.0008392267634404851, + 0.0008415873659535621, + 0.000843954068202221, + 0.0008463268843058208, + 0.0008487058284116678, + 0.0008510909146950571, + 0.0008534821573593067, + 0.0008558795706358125, + 0.0008582831687840767, + 0.0008606929660917659, + 0.000863108976874738, + 0.0008655312154770965, + 0.0008679596962712251, + 0.000870394433657838, + 0.0008728354420660125, + 0.0008752827359532388, + 0.0008777363298054638, + 0.000880196238137128, + 0.0008826624754912105, + 0.0008851350564392749, + 0.0008876139955815058, + 0.000890099307546758, + 0.000892591006992593, + 0.000895089108605329, + 0.0008975936271000761, + 0.0009001045772207867, + 0.0009026219737402895, + 0.0009051458314603437, + 0.0009076761652116692, + 0.0009102129898540026, + 0.0009127563202761262, + 0.0009153061713959266, + 0.0009178625581604225, + 0.0009204254955458212, + 0.0009229949985575495, + 0.0009255710822303076, + 0.000928153761628104, + 0.000930743051844305, + 0.0009333389680016711, + 0.0009359415252524091, + 0.0009385507387782062, + 0.0009411666237902807, + 0.0009437891955294181, + 0.0009464184692660246, + 0.0009490544603001568, + 0.0009516971839615791, + 0.0009543466556097966, + 0.0009570028906341054, + 0.0009596659044536295, + 0.0009623357125173736, + 0.0009650123303042543, + 0.0009676957733231567, + 0.0009703860571129662, + 0.0009730831972426237, + 0.0009757872093111562, + 0.0009784981089477325, + 0.000981215911811702, + 0.000983940633592633, + 0.000986672290010364, + 0.0009894108968150476, + 0.000992156469787191, + 0.0009949090247376965, + 0.0009976685775079114, + 0.0010004351439696706, + 0.0010032087400253414, + 0.0010059893816078613, + 0.0010087770846807852, + 0.0010115718652383367, + 0.0010143737393054418, + 0.0010171827229377762, + 0.0010199988322218084, + 0.0010228220832748493, + 0.0010256524922450908, + 0.0010284900753116505, + 0.0010313348486846122, + 0.001034186828605082, + 0.0010370460313452224, + 0.001039912473208295, + 0.0010427861705287111, + 0.0010456671396720733, + 0.0010485553970352227, + 0.0010514509590462736, + 0.0010543538421646686, + 0.0010572640628812185, + 0.0010601816377181475, + 0.0010631065832291343, + 0.0010660389159993589, + 0.0010689786526455495, + 0.0010719258098160248, + 0.0010748804041907356, + 0.0010778424524813118, + 0.001080811971431108, + 0.0010837889778152483, + 0.0010867734884406656, + 0.0010897655201461541, + 0.0010927650898024052, + 0.0010957722143120608, + 0.001098786910609748, + 0.0011018091956621358, + 0.0011048390864679682, + 0.001107876600058118, + 0.0011109217534956213, + 0.0011139745638757367, + 0.001117035048325972, + 0.001120103224006147, + 0.0011231791081084228, + 0.0011262627178573606, + 0.0011293540705099524, + 0.0011324531833556768, + 0.001135560073716538, + 0.0011386747589471151, + 0.0011417972564345999, + 0.0011449275835988524, + 0.0011480657578924322, + 0.0011512117968006585, + 0.001154365717841638, + 0.0011575275385663304, + 0.0011606972765585703, + 0.0011638749494351348, + 0.001167060574845767, + 0.0011702541704732442, + 0.0011734557540333968, + 0.0011766653432751795, + 0.0011798829559806938, + 0.0011831086099652523, + 0.0011863423230774053, + 0.0011895841131990036, + 0.001192833998245229, + 0.0011960919961646525, + 0.001199358124939265, + 0.0012026324025845368, + 0.0012059148471494552, + 0.001209205476716568, + 0.0012125043094020327, + 0.0012158113633556611, + 0.0012191266567609662, + 0.001222450207835204, + 0.001225782034829415, + 0.0012291221560284831, + 0.001232470589751171, + 0.0012358273543501633, + 0.0012391924682121141, + 0.001242565949757702, + 0.0012459478174416626, + 0.0012493380897528389, + 0.001252736785214224, + 0.0012561439223830147, + 0.0012595595198506499, + 0.0012629835962428553, + 0.00126641617021969, + 0.001269857260475598, + 0.0012733068857394487, + 0.0012767650647745763, + 0.0012802318163788362, + 0.0012837071593846453, + 0.0012871911126590314, + 0.0012906836951036692, + 0.0012941849256549356, + 0.0012976948232839528, + 0.0013012134069966335, + 0.001304740695833724, + 0.00130827670887085, + 0.001311821465218568, + 0.0013153749840224113, + 0.001318937284462921, + 0.001322508385755707, + 0.0013260883071514909, + 0.0013296770679361509, + 0.0013332746874307581, + 0.0013368811849916425, + 0.001340496580010413, + 0.00134412089191403, + 0.0013477541401648266, + 0.0013513963442605753, + 0.001355047523734517, + 0.0013587076981554193, + 0.0013623768871276112, + 0.0013660551102910414, + 0.0013697423873213121, + 0.0013734387379297356, + 0.001377144181863365, + 0.0013808587389050621, + 0.0013845824288735203, + 0.0013883152716233284, + 0.0013920572870450044, + 0.0013958084950650505, + 0.0013995689156459888, + 0.0014033385687864178, + 0.0014071174745210505, + 0.0014109056529207687, + 0.0014147031240926528, + 0.0014185099081800517, + 0.001422326025362605, + 0.0014261514958563042, + 0.001429986339913532, + 0.0014338305778231137, + 0.0014376842299103543, + 0.001441547316537095, + 0.0014454198581017475, + 0.001449301875039354, + 0.0014531933878216194, + 0.0014570944169569687, + 0.0014610049829905812, + 0.0014649251065044517, + 0.0014688548081174184, + 0.0014727941084852257, + 0.001476743028300562, + 0.0014807015882931038, + 0.0014846698092295628, + 0.0014886477119137403, + 0.0014926353171865654, + 0.0014966326459261365, + 0.001500639719047776, + 0.0015046565575040779, + 0.001508683182284945, + 0.001512719614417642, + 0.0015167658749668334, + 0.0015208219850346408, + 0.0015248879657606858, + 0.0015289638383221271, + 0.0015330496239337136, + 0.0015371453438478345, + 0.0015412510193545598, + 0.0015453666717816852, + 0.0015494923224947787, + 0.001553627992897234, + 0.0015577737044303094, + 0.0015619294785731749, + 0.0015660953368429526, + 0.0015702713007947795, + 0.0015744573920218408, + 0.0015786536321554143, + 0.0015828600428649177, + 0.0015870766458579689, + 0.0015913034628804135, + 0.0015955405157163788, + 0.0015997878261883158, + 0.0016040454161570547, + 0.0016083133075218488, + 0.0016125915222204056, + 0.001616880082228948, + 0.0016211790095622617, + 0.001625488326273734, + 0.0016298080544553983, + 0.0016341382162379898, + 0.0016384788337909784, + 0.001642829929322632, + 0.0016471915250800416, + 0.0016515636433491888, + 0.001655946306454974, + 0.0016603395367612765, + 0.0016647433566709861, + 0.0016691577886260665, + 0.0016735828551075853, + 0.001678018578635772, + 0.0016824649817700535, + 0.0016869220871091114, + 0.0016913899172909155, + 0.0016958684949927845, + 0.0017003578429314182, + 0.0017048579838629544, + 0.0017093689405830027, + 0.0017138907359267094, + 0.0017184233927687795, + 0.0017229669340235454, + 0.0017275213826449943, + 0.0017320867616268335, + 0.0017366630940025135, + 0.001741250402845298, + 0.0017458487112682862, + 0.0017504580424244818, + 0.0017550784195068173, + 0.001759709865748223, + 0.0017643524044216473, + 0.0017690060588401283, + 0.0017736708523568138, + 0.0017783468083650356, + 0.0017830339502983292, + 0.0017877323016304966, + 0.0017924418858756446, + 0.0017971627265882383, + 0.0018018948473631298, + 0.0018066382718356314, + 0.0018113930236815317, + 0.001816159126617166, + 0.0018209366043994515, + 0.001825725480825926, + 0.0018305257797348042, + 0.001835337525005027, + 0.0018401607405562988, + 0.0018449954503491305, + 0.001849841678384893, + 0.001854699448705863, + 0.0018595687853952653, + 0.001864449712577321, + 0.001869342254417284, + 0.001874246435121505, + 0.0018791622789374638, + 0.0018840898101538152, + 0.0018890290531004361, + 0.0018939800321484798, + 0.0018989427717104124, + 0.0019039172962400576, + 0.0019089036302326464, + 0.0019139017982248625, + 0.0019189118247948931, + 0.0019239337345624582, + 0.0019289675521888727, + 0.0019340133023770859, + 0.0019390710098717318, + 0.0019441406994591633, + 0.0019492223959675025, + 0.001954316124266696, + 0.001959421909268557, + 0.001964539775926792, + 0.001969669749237068, + 0.001974811854237055, + 0.001979966116006467, + 0.0019851325596671036, + 0.0019903112103828993, + 0.0019955020933599727, + 0.002000705233846672, + 0.0020059206571336084, + 0.002011148388553721, + 0.0020163884534822956, + 0.002021640877337045, + 0.002026905685578118, + 0.002032182903708175, + 0.0020374725572724108, + 0.002042774671858616, + 0.002048089273097209, + 0.0020534163866612917, + 0.002058756038266689, + 0.002064108253672002, + 0.002069473058678632, + 0.002074850479130859, + 0.002080240540915854, + 0.0020856432699637452, + 0.002091058692247653, + 0.002096486833783745, + 0.0021019277206312647, + 0.002107381378892596, + 0.0021128478347132882, + 0.0021183271142821225, + 0.0021238192438311366, + 0.0021293242496356864, + 0.002134842158014475, + 0.0021403729953296162, + 0.0021459167879866576, + 0.002151473562434648, + 0.002157043345166163, + 0.002162626162717364, + 0.0021682220416680284, + 0.002173831008641618, + 0.002179453090305291, + 0.002185088313369979, + 0.002190736704590405, + 0.002196398290765155, + 0.002202073098736691, + 0.002207761155391425, + 0.0022134624876597496, + 0.002219177122516077, + 0.002224905086978891, + 0.0022306464081108, + 0.0022364011130185713, + 0.002242169228853166, + 0.002247950782809802, + 0.0022537458021279896, + 0.0022595543140915826, + 0.0022653763460288075, + 0.0022712119253123155, + 0.002277061079359242, + 0.00228292383563123, + 0.0022888002216344796, + 0.0022946902649197912, + 0.0023005939930826236, + 0.0023065114337631224, + 0.002312442614646167, + 0.0023183875634614154, + 0.0023243463079833542, + 0.002330318876031339, + 0.0023363052954696356, + 0.002342305594207457, + 0.0023483198001990327, + 0.0023543479414436267, + 0.0023603900459855894, + 0.002366446141914404, + 0.0023725162573647336, + 0.002378600420516458, + 0.002384698659594718, + 0.002390811002869958, + 0.0023969374786579813, + 0.0024030781153199826, + 0.0024092329412625903, + 0.0024154019849379127, + 0.002421585274843592, + 0.002427782839522831, + 0.002433994707564443, + 0.0024402209076029046, + 0.0024464614683183815, + 0.0024527164184367876, + 0.002458985786729817, + 0.002465269602015003, + 0.0024715678931557317, + 0.002477880689061328, + 0.0024842080186870505, + 0.0024905499110341785, + 0.002496906395150025, + 0.002503277500128, + 0.002509663255107627, + 0.0025160636892746255, + 0.0025224788318609108, + 0.002528908712144676, + 0.002535353359450398, + 0.0025418128031489155, + 0.0025482870726574415, + 0.002554776197439635, + 0.00256128020700561, + 0.0025677991309120147, + 0.0025743329987620417, + 0.0025808818402054965, + 0.002587445684938816, + 0.0025940245627051406, + 0.0026006185032943197, + 0.002607227536542992, + 0.002613851692334597, + 0.002620491000599441, + 0.002627145491314716, + 0.0026338151945045716, + 0.002640500140240119, + 0.0026472003586395215, + 0.00265391587986798, + 0.0026606467341378313, + 0.002667392951708543, + 0.002674154562886789, + 0.002680931598026478, + 0.002687724087528789, + 0.002694532061842221, + 0.0027013555514626406, + 0.002708194586933319, + 0.002715049198844959, + 0.0027219194178357566, + 0.002728805274591437, + 0.002735706799845302, + 0.0027426240243782485, + 0.002749556979018834, + 0.0027565056946433136, + 0.002763470202175675, + 0.002770450532587678, + 0.0027774467168989046, + 0.0027844587861767978, + 0.0027914867715367036, + 0.0027985307041418985, + 0.0028055906152036456, + 0.0028126665359812404, + 0.00281975849778204, + 0.002826866531961504, + 0.002833990669923231, + 0.0028411309431190246, + 0.0028482873830489065, + 0.002855460021261171, + 0.002862648889352414, + 0.002869854018967589, + 0.0028770754418000486, + 0.0028843131895915633, + 0.002891567294132375, + 0.002898837787261249, + 0.002906124700865502, + 0.0029134280668810363, + 0.002920747917292391, + 0.0029280842841327786, + 0.0029354371994841327, + 0.0029428066954771295, + 0.0029501928042912503, + 0.0029575955581547975, + 0.0029650149893449647, + 0.0029724511301878406, + 0.002979904013058484, + 0.002987373670380936, + 0.002994860134628279, + 0.0030023634383226578, + 0.003009883614035346, + 0.00301742069438675, + 0.0030249747120464857, + 0.0030325456997333826, + 0.003040133690215561, + 0.0030477387163104284, + 0.003055360810884764, + 0.0030630000068547114, + 0.0030706563371858623, + 0.0030783298348932577, + 0.0030860205330414626, + 0.003093728464744565, + 0.0031014536631662542, + 0.003109196161519829, + 0.0031169559930682585, + 0.0031247331911241996, + 0.0031325277890500605, + 0.0031403398202580154, + 0.003148169318210065, + 0.0031560163164180443, + 0.0031638808484437037, + 0.0031717629478987025, + 0.003179662648444687, + 0.003187579983793295, + 0.0031955149877062232, + 0.003203467693995235, + 0.0032114381365222293, + 0.003219426349199252, + 0.0032274323659885564, + 0.0032354562209026268, + 0.0032434979480042156, + 0.0032515575814063857, + 0.003259635155272547, + 0.003267730703816504, + 0.0032758442613024727, + 0.0032839758620451286, + 0.0032921255404096484, + 0.0033002933308117514, + 0.0033084792677177113, + 0.003316683385644418, + 0.003324905719159408, + 0.003333146302880909, + 0.0033414051714778545, + 0.0033496823596699307, + 0.0033579779022276336, + 0.003366291833972283, + 0.0033746241897760604, + 0.003382975004562046, + 0.003391344313304272, + 0.0033997321510277462, + 0.0034081385528084737, + 0.003416563553773515, + 0.0034250071891010255, + 0.003433469494020269, + 0.003441950503811674, + 0.003450450253806846, + 0.003458968779388636, + 0.003467506115991161, + 0.003476062299099824, + 0.0034846373642513644, + 0.003493231347033901, + 0.0035018442830869697, + 0.0035104762081015223, + 0.0035191271578199983, + 0.0035277971680363596, + 0.003536486274596111, + 0.0035451945133963326, + 0.0035539219203857345, + 0.0035626685315646636, + 0.0035714343829851775, + 0.0035802195107510304, + 0.003589023951017756, + 0.0035978477399926643, + 0.003606690913934904, + 0.00361555350915547, + 0.00362443556201727, + 0.0036333371089351265, + 0.003642258186375837, + 0.0036511988308581865, + 0.0036601590789530005, + 0.003669138967283166, + 0.0036781385325236715, + 0.003687157811401635, + 0.003696196840696353, + 0.0037052556572393044, + 0.0037143342979142273, + 0.003723432799657101, + 0.003732551199456229, + 0.00374168953435223, + 0.0037508478414381126, + 0.0037600261578592626, + 0.0037692245208135237, + 0.0037784429675511806, + 0.0037876815353750422, + 0.003796940261640428, + 0.0038062191837552484, + 0.003815518339179983, + 0.003824837765427771, + 0.00383417750006438, + 0.00384353758070831, + 0.003852918045030761, + 0.0038623189307557047, + 0.0038717402756598975, + 0.003881182117572927, + 0.0038906444943772366, + 0.003900127444008148, + 0.0039096310044539, + 0.003919155213755695, + 0.003928700110007714, + 0.003938265731357149, + 0.003947852116004219, + 0.0039574593022022484, + 0.003967087328257662, + 0.003976736232530005, + 0.003986406053432002, + 0.00399609682942958, + 0.004005808599041904, + 0.0040155414008413845, + 0.004025295273453724, + 0.004035070255557959, + 0.004044866385886478, + 0.004054683703225043, + 0.004064522246412827, + 0.004074382054342459, + 0.0040842631659600385, + 0.004094165620265162, + 0.004104089456310953, + 0.00411403471320411, + 0.004124001430104924, + 0.004133989646227302, + 0.004143999400838791, + 0.004154030733260633, + 0.004164083682867787, + 0.00417415828908893, + 0.004184254591406504, + 0.004194372629356773, + 0.004204512442529813, + 0.004214674070569546, + 0.004224857553173774, + 0.004235062930094227, + 0.0042452902411365704, + 0.004255539526160411, + 0.004265810825079393, + 0.004276104177861148, + 0.004286419624527377, + 0.004296757205153852, + 0.004307116959870464, + 0.004317498928861223, + 0.004327903152364314, + 0.004338329670672095, + 0.004348778524131163, + 0.004359249753142339, + 0.004369743398160732, + 0.0043802594996957284, + 0.0043907980983110655, + 0.004401359234624802, + 0.004411942949309401, + 0.004422549283091715, + 0.0044331782767530374, + 0.004443829971129102, + 0.004454504407110155, + 0.004465201625640919, + 0.004475921667720671, + 0.0044866645744032615, + 0.004497430386797104, + 0.0045082191460652276, + 0.004519030893425313, + 0.004529865670149706, + 0.004540723517565431, + 0.004551604477054214, + 0.004562508590052548, + 0.004573435898051689, + 0.004584386442597657, + 0.0045953602652913, + 0.004606357407788306, + 0.004617377911799237, + 0.004628421819089516, + 0.004639489171479492, + 0.004650580010844454, + 0.00466169437911465, + 0.004672832318275303, + 0.004683993870366639, + 0.0046951790774839314, + 0.004706387981777505, + 0.004717620625452754, + 0.004728877050770173, + 0.004740157300045385, + 0.004751461415649172, + 0.004762789440007473, + 0.0047741414156014066, + 0.00478551738496734, + 0.004796917390696857, + 0.004808341475436814, + 0.0048197896818893285, + 0.004831262052811849, + 0.004842758631017146, + 0.004854279459373323, + 0.004865824580803874, + 0.004877394038287667, + 0.004888987874859019, + 0.004900606133607641, + 0.004912248857678715, + 0.004923916090272916, + 0.004935607874646416, + 0.004947324254110887, + 0.004959065272033555, + 0.004970830971837208, + 0.004982621397000229, + 0.004994436591056582, + 0.00500627659759585, + 0.0050181414602632896, + 0.005030031222759804, + 0.005041945928841973, + 0.005053885622322078, + 0.005065850347068136, + 0.0050778401470039074, + 0.005089855066108902, + 0.005101895148418409, + 0.0051139604380235236, + 0.005126050979071168, + 0.005138166815764095, + 0.005150307992360891, + 0.005162474553176058, + 0.005174666542579971, + 0.005186884004998907, + 0.005199126984915082, + 0.0052113955268666655, + 0.005223689675447792, + 0.005236009475308569, + 0.005248354971155102, + 0.00526072620774953, + 0.005273123229910028, + 0.005285546082510811, + 0.005297994810482162, + 0.0053104694588104705, + 0.005322970072538213, + 0.005335496696763989, + 0.005348049376642538, + 0.005360628157384755, + 0.005373233084257702, + 0.005385864202584614, + 0.005398521557744946, + 0.005411205195174367, + 0.005423915160364771, + 0.005436651498864299, + 0.005449414256277359, + 0.00546220347826465, + 0.005475019210543153, + 0.005487861498886138, + 0.005500730389123237, + 0.005513625927140411, + 0.0055265481588799535, + 0.005539497130340524, + 0.005552472887577195, + 0.005565475476701416, + 0.005578504943881038, + 0.005591561335340334, + 0.00560464469736003, + 0.005617755076277297, + 0.005630892518485762, + 0.005644057070435522, + 0.0056572487786331815, + 0.00567046768964185, + 0.005683713850081126, + 0.005696987306627149, + 0.0057102881060126015, + 0.005723616295026729, + 0.005736971920515315, + 0.005750355029380731, + 0.005763765668581944, + 0.00577720388513452, + 0.0057906697261106204, + 0.0058041632386390376, + 0.005817684469905205, + 0.005831233467151205, + 0.0058448102776757485, + 0.005858414948834224, + 0.005872047528038712, + 0.005885708062757973, + 0.005899396600517463, + 0.005913113188899322, + 0.005926857875542447, + 0.005940630708142442, + 0.005954431734451651, + 0.005968261002279147, + 0.00598211855949078, + 0.005996004454009171, + 0.00600991873381369, + 0.006023861446940491, + 0.006037832641482537, + 0.006051832365589586, + 0.006065860667468195, + 0.006079917595381725, + 0.006094003197650392, + 0.006108117522651226, + 0.006122260618818091, + 0.006136432534641702, + 0.006150633318669627, + 0.0061648630195063146, + 0.006179121685813048, + 0.006193409366308, + 0.006207726109766232, + 0.006222071965019694, + 0.006236446980957217, + 0.00625085120652453, + 0.006265284690724287, + 0.006279747482616053, + 0.006294239631316294, + 0.0063087611859984, + 0.0063233121958927085, + 0.006337892710286491, + 0.006352502778523931, + 0.006367142450006162, + 0.006381811774191308, + 0.006396510800594396, + 0.0064112395787874156, + 0.006425998158399337, + 0.006440786589116109, + 0.0064556049206806, + 0.006470453202892689, + 0.0064853314856092165, + 0.006500239818744018, + 0.006515178252267891, + 0.006530146836208621, + 0.006545145620650988, + 0.006560174655736778, + 0.006575233991664734, + 0.006590323678690613, + 0.006605443767127171, + 0.0066205943073441645, + 0.006635775349768347, + 0.006650986944883457, + 0.006666229143230263, + 0.006681501995406531, + 0.006696805552067023, + 0.006712139863923497, + 0.006727504981744743, + 0.00674290095635656, + 0.006758327838641723, + 0.006773785679540024, + 0.006789274530048286, + 0.0068047944412203175, + 0.006820345464166944, + 0.00683592765005597, + 0.006851541050112233, + 0.00686718571561758, + 0.006882861697910834, + 0.006898569048387819, + 0.00691430781850138, + 0.006930078059761356, + 0.0069458798237345635, + 0.006961713162044812, + 0.006977578126372924, + 0.006993474768456704, + 0.0070094031400909276, + 0.007025363293127355, + 0.007041355279474733, + 0.0070573791510987974, + 0.007073434960022227, + 0.007089522758324681, + 0.007105642598142792, + 0.0071217945316701566, + 0.007137978611157304, + 0.00715419488891173, + 0.007170443417297886, + 0.0071867242487371604, + 0.007203037435707874, + 0.007219383030745264, + 0.0072357610864415365, + 0.007252171655445787, + 0.007268614790464031, + 0.007285090544259191, + 0.007301598969651098, + 0.007318140119516493, + 0.007334714046788984, + 0.00735132080445906, + 0.0073679604455741095, + 0.0073846330232383815, + 0.007401338590612981, + 0.007418077200915851, + 0.007434848907421809, + 0.007451653763462516, + 0.007468491822426427, + 0.007485363137758837, + 0.007502267762961861, + 0.007519205751594424, + 0.00753617715727222, + 0.007553182033667736, + 0.007570220434510257, + 0.00758729241358582, + 0.007604398024737209, + 0.007621537321863972, + 0.007638710358922395, + 0.007655917189925472, + 0.007673157868942919, + 0.007690432450101166, + 0.007707740987583343, + 0.007725083535629245, + 0.007742460148535329, + 0.007759870880654737, + 0.007777315786397262, + 0.0077947949202293075, + 0.007812308336673901, + 0.007829856090310703, + 0.007847438235775965, + 0.007865054827762513, + 0.007882705921019738, + 0.007900391570353615, + 0.007918111830626658, + 0.00793586675675789, + 0.00795365640372287, + 0.007971480826553651, + 0.007989340080338803, + 0.008007234220223324, + 0.008025163301408693, + 0.008043127379152838, + 0.008061126508770129, + 0.008079160745631316, + 0.008097230145163557, + 0.008115334762850404, + 0.008133474654231776, + 0.008151649874903931, + 0.008169860480519446, + 0.008188106526787245, + 0.008206388069472543, + 0.008224705164396821, + 0.00824305786743782, + 0.008261446234529554, + 0.008279870321662264, + 0.008298330184882378, + 0.00831682588029252, + 0.008335357464051502, + 0.008353924992374303, + 0.00837252852153201, + 0.008391168107851824, + 0.008409843807717067, + 0.00842855567756714, + 0.008447303773897482, + 0.008466088153259574, + 0.008484908872260923, + 0.008503765987565042, + 0.008522659555891399, + 0.008541589634015414, + 0.008560556278768465, + 0.008579559547037844, + 0.008598599495766707, + 0.008617676181954087, + 0.008636789662654878, + 0.008655939994979801, + 0.008675127236095358, + 0.008694351443223837, + 0.00871361267364329, + 0.008732910984687507, + 0.008752246433745978, + 0.008771619078263862, + 0.00879102897574201, + 0.00881047618373691, + 0.008829960759860637, + 0.008849482761780858, + 0.008869042247220828, + 0.008888639273959336, + 0.008908273899830663, + 0.00892794618272458, + 0.008947656180586338, + 0.008967403951416627, + 0.008987189553271506, + 0.00900701304426247, + 0.009026874482556345, + 0.009046773926375276, + 0.009066711433996713, + 0.009086687063753394, + 0.00910670087403331, + 0.009126752923279647, + 0.009146843269990781, + 0.009166971972720275, + 0.009187139090076813, + 0.009207344680724185, + 0.00922758880338123, + 0.009247871516821875, + 0.00926819287987506, + 0.009288552951424675, + 0.009308951790409583, + 0.009329389455823584, + 0.009349866006715387, + 0.009370381502188527, + 0.009390936001401387, + 0.009411529563567163, + 0.009432162247953827, + 0.009452834113884069, + 0.009473545220735284, + 0.009494295627939563, + 0.009515085394983632, + 0.009535914581408825, + 0.009556783246811027, + 0.009577691450840704, + 0.00959863925320283, + 0.009619626713656822, + 0.009640653892016546, + 0.009661720848150295, + 0.009682827641980744, + 0.009703974333484869, + 0.009725160982693958, + 0.009746387649693582, + 0.00976765439462355, + 0.009788961277677847, + 0.009810308359104607, + 0.009831695699206125, + 0.009853123358338763, + 0.00987459139691294, + 0.009896099875393057, + 0.009917648854297535, + 0.00993923839419873, + 0.009960868555722868, + 0.009982539399550046, + 0.010004250986414198, + 0.010026003377103061, + 0.010047796632458077, + 0.010069630813374414, + 0.010091505980800913, + 0.010113422195740056, + 0.010135379519247893, + 0.010157378012434012, + 0.01017941773646154, + 0.010201498752547071, + 0.010223621121960604, + 0.010245784906025516, + 0.010267990166118564, + 0.010290236963669803, + 0.01031252536016252, + 0.010334855417133224, + 0.010357227196171624, + 0.010379640758920568, + 0.01040209616707596, + 0.010424593482386757, + 0.010447132766654944, + 0.010469714081735464, + 0.010492337489536156, + 0.010515003052017722, + 0.010537710831193727, + 0.010560460889130504, + 0.010583253287947092, + 0.010606088089815273, + 0.010628965356959447, + 0.010651885151656618, + 0.010674847536236317, + 0.010697852573080629, + 0.010720900324624088, + 0.010743990853353622, + 0.010767124221808524, + 0.010790300492580427, + 0.010813519728313242, + 0.01083678199170307, + 0.010860087345498202, + 0.01088343585249906, + 0.010906827575558154, + 0.010930262577579999, + 0.010953740921521082, + 0.010977262670389858, + 0.011000827887246637, + 0.011024436635203564, + 0.01104808897742453, + 0.011071784977125201, + 0.011095524697572913, + 0.0111193082020866, + 0.011143135554036775, + 0.011167006816845486, + 0.01119092205398627, + 0.011214881328984032, + 0.011238884705415066, + 0.011262932246906983, + 0.01128702401713866, + 0.011311160079840156, + 0.01133534049879267, + 0.011359565337828545, + 0.011383834660831135, + 0.011408148531734792, + 0.011432507014524765, + 0.011456910173237227, + 0.011481358071959174, + 0.011505850774828333, + 0.011530388346033144, + 0.011554970849812727, + 0.011579598350456804, + 0.011604270912305602, + 0.01162898859974984, + 0.01165375147723068, + 0.011678559609239657, + 0.01170341306031859, + 0.011728311895059539, + 0.011753256178104805, + 0.0117782459741468, + 0.011803281347928, + 0.01182836236424088, + 0.011853489087927913, + 0.011878661583881461, + 0.01190387991704369, + 0.011929144152406548, + 0.011954454355011713, + 0.01197981058995053, + 0.01200521292236389, + 0.01203066141744223, + 0.012056156140425467, + 0.01208169715660293, + 0.01210728453131326, + 0.012132918329944373, + 0.012158598617933447, + 0.01218432546076678, + 0.012210098923979765, + 0.01223591907315679, + 0.012261785973931244, + 0.012287699691985414, + 0.012313660293050387, + 0.012339667842906007, + 0.01236572240738085, + 0.012391824052352134, + 0.012417972843745588, + 0.012444168847535488, + 0.012470412129744549, + 0.012496702756443826, + 0.012523040793752662, + 0.012549426307838667, + 0.012575859364917617, + 0.01260234003125335, + 0.012628868373157744, + 0.012655444456990643, + 0.0126820683491598, + 0.01270874011612074, + 0.012735459824376754, + 0.012762227540478835, + 0.012789043331025585, + 0.01281590726266312, + 0.012842819402085018, + 0.012869779816032285, + 0.012896788571293253, + 0.012923845734703487, + 0.012950951373145711, + 0.01297810555354981, + 0.013005308342892692, + 0.013032559808198197, + 0.01305986001653707, + 0.013087209035026883, + 0.013114606930831964, + 0.013142053771163268, + 0.013169549623278345, + 0.013197094554481306, + 0.013224688632122688, + 0.013252331923599375, + 0.01328002449635454, + 0.013307766417877597, + 0.01333555775570411, + 0.01336339857741568, + 0.01339128895063986, + 0.013419228943050181, + 0.01344721862236598, + 0.013475258056352328, + 0.01350334731281997, + 0.013531486459625267, + 0.013559675564670108, + 0.01358791469590178, + 0.013616203921312936, + 0.013644543308941536, + 0.013672932926870733, + 0.013701372843228775, + 0.013729863126188938, + 0.013758403843969485, + 0.013786995064833567, + 0.013815636857089093, + 0.013844329289088662, + 0.013873072429229557, + 0.013901866345953598, + 0.01393071110774703, + 0.013959606783140498, + 0.013988553440708953, + 0.01401755114907157, + 0.01404659997689161, + 0.01407569999287639, + 0.014104851265777213, + 0.01413405386438925, + 0.014163307857551438, + 0.014192613314146401, + 0.014221970303100438, + 0.014251378893383342, + 0.014280839154008348, + 0.014310351154032036, + 0.014339914962554276, + 0.014369530648718133, + 0.014399198281709723, + 0.014428917930758185, + 0.014458689665135579, + 0.014488513554156814, + 0.014518389667179492, + 0.014548318073603851, + 0.01457829884287278, + 0.014608332044471548, + 0.01463841774792781, + 0.014668556022811544, + 0.014698746938734917, + 0.014728990565352167, + 0.014759286972359557, + 0.01478963622949528, + 0.014820038406539376, + 0.01485049357331358, + 0.01488100179968127, + 0.01491156315554738, + 0.014942177710858338, + 0.014972845535601877, + 0.01500356669980698, + 0.015034341273543873, + 0.015065169326923812, + 0.015096050930099036, + 0.015126986153262642, + 0.01515797506664857, + 0.015189017740531432, + 0.015220114245226408, + 0.015251264651089181, + 0.01528246902851586, + 0.015313727447942856, + 0.015345039979846762, + 0.015376406694744263, + 0.015407827663192094, + 0.015439302955786886, + 0.01547083264316506, + 0.015502416796002729, + 0.015534055485015665, + 0.015565748780959145, + 0.015597496754627809, + 0.01562929947685561, + 0.015661157018515746, + 0.01569306945052051, + 0.01572503684382116, + 0.01575705926940787, + 0.015789136798309625, + 0.015821269501594105, + 0.015853457450367568, + 0.015885700715774734, + 0.015917999368998743, + 0.01595035348126102, + 0.015982763123821134, + 0.016015228367976694, + 0.01604774928506334, + 0.016080325946454557, + 0.016112958423561533, + 0.016145646787833114, + 0.01617839111075572, + 0.016211191463853185, + 0.01624404791868666, + 0.016276960546854485, + 0.016309929419992146, + 0.01634295460977214, + 0.01637603618790381, + 0.01640917422613328, + 0.016442368796243393, + 0.016475619970053538, + 0.016508927819419515, + 0.016542292416233492, + 0.016575713832423882, + 0.016609192139955226, + 0.016642727410828024, + 0.016676319717078683, + 0.01670996913077943, + 0.01674367572403817, + 0.016777439568998315, + 0.01681126073783872, + 0.016845139302773638, + 0.016879075336052495, + 0.016913068909959826, + 0.016947120096815132, + 0.016981228968972827, + 0.01701539559882209, + 0.017049620058786682, + 0.01708390242132495, + 0.017118242758929657, + 0.017152641144127817, + 0.017187097649480627, + 0.017221612347583366, + 0.01725618531106528, + 0.017290816612589386, + 0.01732550632485241, + 0.01736025452058471, + 0.0173950612725501, + 0.01742992665354571, + 0.017464850736401905, + 0.01749983359398221, + 0.0175348752991831, + 0.017569975924933923, + 0.017605135544196744, + 0.0176403542299663, + 0.017675632055269848, + 0.017710969093166967, + 0.01774636541674951, + 0.01778182109914149, + 0.017817336213498947, + 0.017852910833009772, + 0.017888545030893606, + 0.01792423888040179, + 0.017959992454817168, + 0.01799580582745395, + 0.01803167907165759, + 0.018067612260804753, + 0.018103605468303103, + 0.018139658767591143, + 0.018175772232138156, + 0.018211945935444084, + 0.0182481799510394, + 0.018284474352484887, + 0.018320829213371612, + 0.018357244607320772, + 0.018393720607983582, + 0.01843025728904108, + 0.018466854724204028, + 0.01850351298721285, + 0.01854023215183742, + 0.018577012291876957, + 0.018613853481159848, + 0.018650755793543642, + 0.018687719302914834, + 0.01872474408318866, + 0.018761830208309092, + 0.018798977752248675, + 0.018836186789008374, + 0.018873457392617404, + 0.018910789637133135, + 0.018948183596640994, + 0.018985639345254303, + 0.01902315695711409, + 0.019060736506388985, + 0.019098378067275157, + 0.019136081713996122, + 0.019173847520802544, + 0.01921167556197218, + 0.019249565911809742, + 0.019287518644646746, + 0.01932553383484134, + 0.019363611556778175, + 0.01940175188486834, + 0.019439954893549157, + 0.019478220657284013, + 0.019516549250562273, + 0.019554940747899173, + 0.019593395223835602, + 0.019631912752937988, + 0.019670493409798144, + 0.01970913726903319, + 0.019747844405285386, + 0.01978661489322189, + 0.019825448807534753, + 0.019864346222940754, + 0.019903307214181144, + 0.01994233185602161, + 0.019981420223252118, + 0.020020572390686785, + 0.020059788433163635, + 0.020099068425544556, + 0.02013841244271513, + 0.02017782055958449, + 0.02021729285108514, + 0.020256829392172798, + 0.020296430257826355, + 0.020336095523047645, + 0.02037582526286127, + 0.020415619552314485, + 0.0204554784664771, + 0.020495402080441306, + 0.020535390469321433, + 0.020575443708253906, + 0.020615561872397093, + 0.02065574503693114, + 0.02069599327705773, + 0.020736306668000058, + 0.02077668528500266, + 0.020817129203331206, + 0.020857638498272376, + 0.02089821324513369, + 0.020938853519243406, + 0.020979559395950347, + 0.021020330950623705, + 0.021061168258652896, + 0.021102071395447477, + 0.021143040436436965, + 0.021184075457070586, + 0.02122517653281722, + 0.021266343739165257, + 0.0213075771516224, + 0.02134887684571548, + 0.021390242896990316, + 0.021431675381011633, + 0.021473174373362856, + 0.02151473994964588, + 0.021556372185481, + 0.021598071156506738, + 0.02163983693837971, + 0.02168166960677437, + 0.021723569237382927, + 0.021765535905915206, + 0.02180756968809844, + 0.02184967065967712, + 0.021891838896412778, + 0.021934074474083978, + 0.021976377468486047, + 0.02201874795543088, + 0.02206118601074682, + 0.022103691710278553, + 0.0221462651298869, + 0.022188906345448584, + 0.022231615432856133, + 0.022274392468017774, + 0.022317237526857193, + 0.022360150685313322, + 0.02240313201934026, + 0.02244618160490713, + 0.022489299517997833, + 0.022532485834610906, + 0.022575740630759348, + 0.022619063982470506, + 0.02266245596578588, + 0.022705916656760906, + 0.02274944613146481, + 0.022793044465980506, + 0.02283671173640441, + 0.02288044801884611, + 0.022924253389428464, + 0.02296812792428723, + 0.023012071699570952, + 0.023056084791440775, + 0.023100167276070335, + 0.023144319229645553, + 0.023188540728364432, + 0.02323283184843687, + 0.023277192666084582, + 0.02332162325754091, + 0.02336612369905051, + 0.023410694066869308, + 0.023455334437264344, + 0.02350004488651355, + 0.023544825490905523, + 0.023589676326739417, + 0.023634597470324786, + 0.023679588997981373, + 0.02372465098603891, + 0.02376978351083695, + 0.02381498664872477, + 0.023860260476061126, + 0.023905605069214034, + 0.023951020504560626, + 0.02399650685848705, + 0.024042064207388223, + 0.02408769262766762, + 0.024133392195737093, + 0.02417916298801681, + 0.024225005080934985, + 0.024270918550927636, + 0.024316903474438507, + 0.02436295992791887, + 0.024409087987827358, + 0.024455287730629664, + 0.024501559232798474, + 0.024547902570813292, + 0.02459431782116023, + 0.02464080506033176, + 0.024687364364826565, + 0.024733995811149476, + 0.02478069947581112, + 0.024827475435327807, + 0.024874323766221323, + 0.024921244545018775, + 0.024968237848252427, + 0.02501530375245944, + 0.02506244233418168, + 0.02510965366996563, + 0.02515693783636218, + 0.025204294909926313, + 0.025251724967217018, + 0.025299228084797155, + 0.025346804339233194, + 0.025394453807094975, + 0.025442176564955583, + 0.025489972689391214, + 0.02553784225698088, + 0.025585785344306264, + 0.02563380202795148, + 0.025681892384503007, + 0.025730056490549404, + 0.02577829442268107, + 0.025826606257490118, + 0.025874992071570225, + 0.025923451941516393, + 0.0259719859439247, + 0.026020594155392155, + 0.026069276652516533, + 0.026118033511896184, + 0.026166864810129736, + 0.026215770623815977, + 0.0262647510295537, + 0.026313806103941458, + 0.026362935923577267, + 0.02641214056505864, + 0.026461420104982192, + 0.026510774619943504, + 0.02656020418653691, + 0.02660970888135537, + 0.026659288780990217, + 0.02670894396203091, + 0.026758674501064887, + 0.0268084804746774, + 0.026858361959451297, + 0.026908319031966724, + 0.026958351768801028, + 0.02700846024652853, + 0.027058644541720387, + 0.027108904730944215, + 0.027159240890764023, + 0.027209653097740035, + 0.02726014142842841, + 0.02731070595938103, + 0.027361346767145318, + 0.027412063928264112, + 0.02746285751927535, + 0.027513727616711923, + 0.027564674297101376, + 0.02761569763696587, + 0.027666797712821895, + 0.02771797460117998, + 0.027769228378544557, + 0.027820559121413825, + 0.027871966906279452, + 0.02792345180962635, + 0.02797501390793251, + 0.028026653277668807, + 0.028078369995298818, + 0.02813016413727847, + 0.02818203578005596, + 0.02823398500007152, + 0.028286011873757264, + 0.028338116477536802, + 0.02839029888782513, + 0.028442559181028535, + 0.028494897433544213, + 0.0285473137217601, + 0.028599808122054655, + 0.028652380710796743, + 0.028705031564345323, + 0.028757760759049213, + 0.028810568371246927, + 0.028863454477266494, + 0.028916419153425205, + 0.028969462476029356, + 0.029022584521374056, + 0.02907578536574308, + 0.029129065085408624, + 0.029182423756630948, + 0.02923586145565835, + 0.029289378258726875, + 0.029342974242060133, + 0.029396649481868927, + 0.029450404054351235, + 0.02950423803569188, + 0.029558151502062383, + 0.02961214452962065, + 0.02966621719451075, + 0.02972036957286286, + 0.029774601740792883, + 0.029828913774402246, + 0.02988330574977767, + 0.029937777742991077, + 0.029992329830099262, + 0.030046962087143605, + 0.030101674590149962, + 0.030156467415128417, + 0.0302113406380731, + 0.030266294334961818, + 0.030321328581755895, + 0.030376443454400156, + 0.03043163902882236, + 0.030486915380933136, + 0.030542272586625847, + 0.030597710721776233, + 0.030653229862242226, + 0.03070883008386366, + 0.030764511462462212, + 0.03082027407384107, + 0.030876117993784587, + 0.030932043298058244, + 0.030988050062408373, + 0.03104413836256191, + 0.03110030827422608, + 0.03115655987308828, + 0.031212893234815832, + 0.0312693084350558, + 0.03132580554943457, + 0.031382384653557784, + 0.03143904582301011, + 0.031495789133355, + 0.03155261466013432, + 0.03160952247886827, + 0.031666512665055144, + 0.03172358529417106, + 0.03178074044166968, + 0.031837978182981994, + 0.03189529859351622, + 0.0319527017486574, + 0.03201018772376726, + 0.03206775659418382, + 0.032125408435221485, + 0.032183143322170475, + 0.03224096133029675, + 0.0322988625348417, + 0.03235684701102205, + 0.03241491483402948, + 0.03247306607903039, + 0.03253130082116572, + 0.03258961913555071, + 0.032648021097274715, + 0.0327065067814008, + 0.03276507626296558, + 0.032823729616979096, + 0.032882466918424454, + 0.03294128824225757, + 0.03300019366340696, + 0.03305918325677354, + 0.03311825709723041, + 0.033177415259622436, + 0.033236657818766155, + 0.033295984849449574, + 0.033355396426431816, + 0.03341489262444292, + 0.033474473518183515, + 0.03353413918232481, + 0.033593889691508116, + 0.03365372512034465, + 0.033713645543415355, + 0.033773651035270635, + 0.03383374167043014, + 0.03389391752338237, + 0.03395417866858456, + 0.034014525180462475, + 0.03407495713341009, + 0.03413547460178931, + 0.03419607765992973, + 0.03425676638212849, + 0.034317540842649964, + 0.03437840111572546, + 0.034439347275553, + 0.034500379396297125, + 0.03456149755208865, + 0.03462270181702428, + 0.03468399226516647, + 0.03474536897054319, + 0.03480683200714766, + 0.034868381448938, + 0.03493001736983713, + 0.03499173984373245, + 0.03505354894447551, + 0.03511544474588183, + 0.03517742732173075, + 0.03523949674576504, + 0.03530165309169062, + 0.035363896433176376, + 0.035426226843853936, + 0.03548864439731743, + 0.035551149167123076, + 0.03561374122678902, + 0.03567642064979522, + 0.035739187509582986, + 0.035802041879554776, + 0.03586498383307395, + 0.03592801344346462, + 0.03599113078401125, + 0.036054335927958425, + 0.03611762894851061, + 0.036181009918831934, + 0.03624447891204593, + 0.036308036001235146, + 0.03637168125944101, + 0.03643541475966362, + 0.03649923657486136, + 0.03656314677795067, + 0.03662714544180574, + 0.036691232639258435, + 0.036755408443097916, + 0.036819672926070274, + 0.036884026160878366, + 0.03694846822018164, + 0.03701299917659582, + 0.037077619102692465, + 0.03714232807099891, + 0.03720712615399803, + 0.037272013424127816, + 0.037336989953781215, + 0.03740205581530575, + 0.03746721108100348, + 0.037532455823130556, + 0.03759779011389695, + 0.03766321402546625, + 0.037728727629955404, + 0.037794330999434494, + 0.037860024205926296, + 0.03792580732140615, + 0.03799168041780174, + 0.038057643566992705, + 0.038123696840810455, + 0.03818984031103774, + 0.0382560740494087, + 0.03832239812760834, + 0.03838881261727229, + 0.038455317589986555, + 0.038521913117287324, + 0.03858859927066072, + 0.03865537612154228, + 0.03872224374131691, + 0.038789202201318644, + 0.03885625157283027, + 0.03892339192708301, + 0.038990623335256304, + 0.03905794586847766, + 0.039125359597822235, + 0.03919286459431255, + 0.03926046092891828, + 0.03932814867255601, + 0.03939592789608895, + 0.039463798670326525, + 0.03953176106602426, + 0.039599815153883486, + 0.03966796100455104, + 0.0397361986886189, + 0.03980452827662406, + 0.039872949839048225, + 0.0399414634463174, + 0.04001006916880173, + 0.040078767076815285, + 0.04014755724061568, + 0.04021643973040377, + 0.0402854146163234, + 0.04035448196846124, + 0.04042364185684644, + 0.04049289435145023, + 0.040562239522185774, + 0.04063167743890789, + 0.04070120817141276, + 0.04077083178943757, + 0.0408405483626603, + 0.04091035796069947, + 0.04098026065311391, + 0.0410502565094022, + 0.04112034559900267, + 0.04119052799129311, + 0.04126080375559039, + 0.041331172961150096, + 0.04140163567716643, + 0.04147219197277188, + 0.04154284191703689, + 0.04161358557896956, + 0.041684423027515384, + 0.041755354331557054, + 0.04182637955991413, + 0.04189749878134262, + 0.04196871206453479, + 0.04204001947811907, + 0.042111421090659476, + 0.042182916970655446, + 0.042254507186541536, + 0.042326191806687195, + 0.042397970899396474, + 0.04246984453290764, + 0.0425418127753929, + 0.04261387569495826, + 0.0426860333596432, + 0.042758285837420154, + 0.042830633196194505, + 0.042903075503804185, + 0.04297561282801944, + 0.0430482452365424, + 0.043120972797006905, + 0.04319379557697826, + 0.043266713643952875, + 0.043339727065357936, + 0.04341283590855113, + 0.0434860402408205, + 0.04355934012938401, + 0.04363273564138924, + 0.043706226843913135, + 0.0437798138039618, + 0.0438534965884701, + 0.04392727526430138, + 0.04400114989824715, + 0.04407512055702696, + 0.044149187307287896, + 0.04422335021560442, + 0.04429760934847793, + 0.04437196477233669, + 0.04444641655353543, + 0.044520964758354944, + 0.0445956094530019, + 0.04467035070360859, + 0.04474518857623263, + 0.04482012313685649, + 0.04489515445138736, + 0.04497028258565689, + 0.04504550760542088, + 0.045120829576358705, + 0.04519624856407345, + 0.04527176463409139, + 0.045347377851861645, + 0.045423088282755916, + 0.04549889599206835, + 0.0455748010450151, + 0.04565080350673394, + 0.04572690344228412, + 0.045803100916646064, + 0.04587939599472106, + 0.04595578874133083, + 0.04603227922121732, + 0.046108867499042534, + 0.0461855536393881, + 0.046262337706754884, + 0.04633921976556281, + 0.04641619988015063, + 0.04649327811477551, + 0.0465704545336127, + 0.04664772920075531, + 0.04672510218021402, + 0.04680257353591677, + 0.046880143331708396, + 0.04695781163135028, + 0.04703557849852034, + 0.04711344399681241, + 0.04719140818973606, + 0.04726947114071623, + 0.04734763291309311, + 0.047425893570121704, + 0.04750425317497142, + 0.04758271179072594, + 0.047661269480382885, + 0.047739926306853545, + 0.04781868233296239, + 0.04789753762144689, + 0.04797649223495735, + 0.048055546236056415, + 0.048134699687218736, + 0.04821395265083079, + 0.04829330518919056, + 0.04837275736450727, + 0.04845230923890088, + 0.04853196087440192, + 0.04861171233295123, + 0.0486915636763997, + 0.04877151496650766, + 0.048851566264944864, + 0.048931717633290135, + 0.04901196913303101, + 0.04909232082556338, + 0.04917277277219127, + 0.049253325034126536, + 0.04933397767248854, + 0.049414730748303784, + 0.049495584322505566, + 0.04957653845593394, + 0.04965759320933512, + 0.049738748643361246, + 0.04982000481857005, + 0.04990136179542474, + 0.04998281963429351, + 0.050064378395449166, + 0.050146038139068934, + 0.050227798925234206, + 0.05030966081393018, + 0.05039162386504543, + 0.05047368813837163, + 0.050555853693603485, + 0.05063812059033819, + 0.05072048888807505, + 0.05080295864621533, + 0.050885529924061944, + 0.05096820278081916, + 0.05105097727559206, + 0.05113385346738641, + 0.051216831415108535, + 0.051299911177564585, + 0.05138309281346046, + 0.05146637638140158, + 0.051549761939892455, + 0.05163324954733627, + 0.051716839262034735, + 0.051800531142187745, + 0.0518843252458931, + 0.05196822163114601, + 0.05205222035583896, + 0.05213632147776129, + 0.05222052505459911, + 0.05230483114393456, + 0.052389239803245835, + 0.05247375108990681, + 0.052558365061186725, + 0.052643081774249714, + 0.0527279012861546, + 0.05281282365385473, + 0.05289784893419744, + 0.05298297718392379, + 0.053068208459668254, + 0.05315354281795846, + 0.05323898031521492, + 0.053324521007750474, + 0.05341016495177014, + 0.05349591220337088, + 0.05358176281854118, + 0.05366771685316069, + 0.05375377436299983, + 0.053839935403719855, + 0.05392620003087215, + 0.054012568299897985, + 0.054099040266128294, + 0.05418561598478337, + 0.054272295510972395, + 0.0543590788996933, + 0.054445966205832336, + 0.054532957484163716, + 0.054620052789349505, + 0.05470725217593896, + 0.05479455569836861, + 0.054881963410961535, + 0.054969475367927456, + 0.055057091623361976, + 0.05514481223124672, + 0.055232637245448524, + 0.05532056671971964, + 0.0554086007076969, + 0.05549673926290187, + 0.055584982438740084, + 0.05567333028850113, + 0.055761782865357976, + 0.05585034022236696, + 0.05593900241246717, + 0.056027769488480435, + 0.05611664150311067, + 0.05620561850894388, + 0.056294700558447555, + 0.056383887703970605, + 0.056473179997742734, + 0.056562577491874495, + 0.05665208023835658, + 0.05674168828905984, + 0.056831401695734626, + 0.05692122051001087, + 0.05701114478339728, + 0.05710117456728153, + 0.05719130991292944, + 0.05728155087148509, + 0.05737189749397013, + 0.057462349831283795, + 0.05755290793420223, + 0.05764357185337852, + 0.05773434163934203, + 0.057825217342498424, + 0.05791619901312895, + 0.058007286701390555, + 0.05809848045731509, + 0.05818978033080947, + 0.05828118637165487, + 0.05837269862950689, + 0.058464317153894683, + 0.05855604199422123, + 0.05864787319976246, + 0.058739810819667324, + 0.05883185490295722, + 0.0589240054985259, + 0.05901626265513881, + 0.05910862642143319, + 0.05920109684591733, + 0.0592936739769706, + 0.0593863578628428, + 0.05947914855165418, + 0.059572046091394736, + 0.05966505052992426, + 0.059758161914971644, + 0.05985138029413496, + 0.05994470571488066, + 0.060038138224543784, + 0.06013167787032709, + 0.060225324699301204, + 0.0603190787584039, + 0.06041294009444012, + 0.060506908754081316, + 0.06060098478386546, + 0.06069516823019637, + 0.06078945913934372, + 0.06088385755744237, + 0.06097836353049243, + 0.061072977104358515, + 0.061167698324769745, + 0.06126252723731933, + 0.06135746388746404, + 0.06145250832052424, + 0.0615476605816832, + 0.061642920715987086, + 0.06173828876834432, + 0.06183376478352557, + 0.06192934880616313, + 0.06202504088075088, + 0.062120841051643574, + 0.06221674936305702, + 0.062312765859067185, + 0.06240889058361045, + 0.0625051235804827, + 0.06260146489333955, + 0.0626979145656955, + 0.06279447264092405, + 0.06289113916225705, + 0.0629879141727846, + 0.06308479771545447, + 0.06318178983307213, + 0.06327889056829998, + 0.06337609996365745, + 0.06347341806152033, + 0.0635708449041207, + 0.06366838053354636, + 0.06376602499174076, + 0.06386377832050237, + 0.06396164056148473, + 0.06405961175619568, + 0.0641576919459975, + 0.06425588117210607, + 0.06435417947559108, + 0.06445258689737518, + 0.06455110347823413, + 0.06464972925879604, + 0.06474846427954144, + 0.06484730858080254, + 0.0649462622027633, + 0.06504532518545876, + 0.06514449756877504, + 0.06524377939244864, + 0.06534317069606647, + 0.06544267151906522, + 0.06554228190073132, + 0.06564200188020024, + 0.06574183149645661, + 0.06584177078833345, + 0.06594181979451225, + 0.0660419785535222, + 0.06614224710374038, + 0.06624262548339085, + 0.06634311373054487, + 0.0664437118831201, + 0.06654441997888072, + 0.06664523805543662, + 0.06674616615024355, + 0.06684720430060236, + 0.06694835254365902, + 0.067049610916404, + 0.06715097945567226, + 0.06725245819814253, + 0.06735404718033737, + 0.06745574643862248, + 0.0675575560092068, + 0.0676594759281416, + 0.06776150623132081, + 0.06786364695448008, + 0.06796589813319695, + 0.06806825980289012, + 0.0681707319988195, + 0.06827331475608542, + 0.06837600810962885, + 0.06847881209423048, + 0.06858172674451102, + 0.0686847520949302, + 0.06878788817978704, + 0.06889113503321921, + 0.0689944926892026, + 0.06909796118155134, + 0.06920154054391714, + 0.06930523080978918, + 0.06940903201249359, + 0.06951294418519337, + 0.06961696736088772, + 0.06972110157241215, + 0.06982534685243764, + 0.06992970323347084, + 0.0700341707478532, + 0.07013874942776119, + 0.07024343930520546, + 0.07034824041203099, + 0.07045315277991622, + 0.07055817644037332, + 0.07066331142474735, + 0.07076855776421631, + 0.07087391548979043, + 0.0709793846323123, + 0.07108496522245605, + 0.0711906572907275, + 0.0712964608674634, + 0.07140237598283145, + 0.07150840266682966, + 0.07161454094928638, + 0.07172079085985958, + 0.07182715242803688, + 0.07193362568313487, + 0.07204021065429918, + 0.07214690737050372, + 0.07225371586055077, + 0.07236063615307028, + 0.07246766827651989, + 0.07257481225918419, + 0.07268206812917491, + 0.07278943591443003, + 0.072896915642714, + 0.07300450734161684, + 0.07311221103855448, + 0.07322002676076765, + 0.0733279545353224, + 0.07343599438910896, + 0.07354414634884208, + 0.07365241044106023, + 0.07376078669212559, + 0.07386927512822347, + 0.07397787577536226, + 0.07408658865937276, + 0.07419541380590824, + 0.07430435124044371, + 0.07441340098827601, + 0.07452256307452305, + 0.07463183752412396, + 0.07474122436183821, + 0.07485072361224589, + 0.07496033529974677, + 0.07507005944856057, + 0.0751798960827261, + 0.07528984522610138, + 0.07539990690236287, + 0.07551008113500568, + 0.07562036794734267, + 0.07573076736250464, + 0.07584127940343954, + 0.0759519040929126, + 0.07606264145350557, + 0.07617349150761676, + 0.07628445427746045, + 0.07639552978506679, + 0.07650671805228117, + 0.07661801910076431, + 0.0767294329519915, + 0.07684095962725261, + 0.07695259914765168, + 0.07706435153410635, + 0.07717621680734797, + 0.07728819498792089, + 0.07740028609618241, + 0.07751249015230219, + 0.07762480717626226, + 0.07773723718785633, + 0.07784978020668983, + 0.07796243625217919, + 0.07807520534355196, + 0.07818808749984608, + 0.07830108273990988, + 0.07841419108240143, + 0.07852741254578864, + 0.07864074714834846, + 0.07875419490816701, + 0.07886775584313883, + 0.07898142997096703, + 0.07909521730916243, + 0.07920911787504377, + 0.07932313168573692, + 0.07943725875817496, + 0.07955149910909755, + 0.07966585275505084, + 0.0797803197123869, + 0.07989489999726374, + 0.08000959362564455, + 0.08012440061329788, + 0.08023932097579684, + 0.08035435472851918, + 0.08046950188664659, + 0.08058476246516486, + 0.08070013647886297, + 0.08081562394233338, + 0.08093122486997112, + 0.08104693927597408, + 0.08116276717434204, + 0.08127870857887706, + 0.08139476350318241, + 0.08151093196066293, + 0.0816272139645242, + 0.08174360952777268, + 0.08186011866321483, + 0.0819767413834574, + 0.08209347770090661, + 0.08221032762776821, + 0.08232729117604685, + 0.0824443683575461, + 0.08256155918386769, + 0.08267886366641172, + 0.08279628181637581, + 0.08291381364475532, + 0.08303145916234249, + 0.08314921837972662, + 0.08326709130729334, + 0.08338507795522469, + 0.08350317833349837, + 0.08362139245188788, + 0.08373972031996173, + 0.08385816194708369, + 0.0839767173424118, + 0.08409538651489881, + 0.08421416947329106, + 0.08433306622612897, + 0.084452076781746, + 0.08457120114826899, + 0.08469043933361721, + 0.08480979134550266, + 0.08492925719142924, + 0.08504883687869283, + 0.08516853041438065, + 0.08528833780537134, + 0.08540825905833414, + 0.0855282941797291, + 0.08564844317580632, + 0.08576870605260603, + 0.08588908281595804, + 0.08600957347148136, + 0.0861301780245842, + 0.08625089648046332, + 0.08637172884410402, + 0.08649267512027951, + 0.08661373531355099, + 0.08673490942826688, + 0.08685619746856303, + 0.08697759943836189, + 0.08709911534137268, + 0.08722074518109059, + 0.08734248896079705, + 0.08746434668355882, + 0.0875863183522282, + 0.0877084039694423, + 0.08783060353762312, + 0.08795291705897687, + 0.08807534453549407, + 0.08819788596894869, + 0.08832054136089859, + 0.0884433107126844, + 0.08856619402542992, + 0.08868919130004133, + 0.08881230253720718, + 0.08893552773739784, + 0.0890588669008655, + 0.0891823200276435, + 0.08930588711754645, + 0.08942956817016942, + 0.08955336318488824, + 0.08967727216085852, + 0.08980129509701605, + 0.08992543199207585, + 0.09004968284453242, + 0.0901740476526589, + 0.0902985264145074, + 0.09042311912790806, + 0.09054782579046922, + 0.09067264639957678, + 0.0907975809523943, + 0.09092262944586223, + 0.09104779187669804, + 0.09117306824139548, + 0.09129845853622487, + 0.09142396275723205, + 0.09154958090023894, + 0.09167531296084239, + 0.09180115893441455, + 0.09192711881610215, + 0.09205319260082649, + 0.0921793802832829, + 0.09230568185794069, + 0.09243209731904253, + 0.09255862666060459, + 0.09268526987641579, + 0.0928120269600379, + 0.09293889790480482, + 0.09306588270382285, + 0.09319298134996977, + 0.0933201938358951, + 0.09344752015401932, + 0.09357496029653407, + 0.09370251425540134, + 0.09383018202235371, + 0.09395796358889354, + 0.09408585894629315, + 0.09421386808559407, + 0.09434199099760723, + 0.0944702276729122, + 0.09459857810185737, + 0.09472704227455911, + 0.09485562018090209, + 0.09498431181053846, + 0.0951131171528879, + 0.09524203619713724, + 0.09537106893224002, + 0.09550021534691655, + 0.0956294754296531, + 0.09575884916870225, + 0.09588833655208195, + 0.09601793756757593, + 0.09614765220273262, + 0.09627748044486566, + 0.09640742228105291, + 0.09653747769813685, + 0.09666764668272355, + 0.09679792922118316, + 0.09692832529964888, + 0.09705883490401736, + 0.09718945801994781, + 0.0973201946328623, + 0.09745104472794487, + 0.09758200829014184, + 0.097713085304161, + 0.09784427575447181, + 0.09797557962530468, + 0.09810699690065108, + 0.09823852756426288, + 0.09837017159965249, + 0.09850192899009211, + 0.09863379971861394, + 0.09876578376800947, + 0.09889788112082952, + 0.09903009175938372, + 0.09916241566574051, + 0.0992948528217265, + 0.09942740320892661, + 0.0995600668086833, + 0.09969284360209694, + 0.09982573357002479, + 0.09995873669308146, + 0.10009185295163789, + 0.1002250823258219, + 0.10035842479551704, + 0.10049188034036319, + 0.10062544893975547, + 0.10075913057284466, + 0.10089292521853639, + 0.10102683285549131, + 0.10116085346212436, + 0.10129498701660503, + 0.10142923349685658, + 0.10156359288055619, + 0.10169806514513426, + 0.10183265026777469, + 0.101967348225414, + 0.10210215899474163, + 0.10223708255219915, + 0.10237211887398055, + 0.10250726793603133, + 0.10264252971404896, + 0.10277790418348183, + 0.10291339131952977, + 0.10304899109714309, + 0.10318470349102285, + 0.10332052847562023, + 0.10345646602513654, + 0.1035925161135227, + 0.10372867871447922, + 0.10386495380145566, + 0.10400134134765082, + 0.10413784132601182, + 0.10427445370923459, + 0.10441117846976285, + 0.10454801557978863, + 0.1046849650112512, + 0.10482202673583763, + 0.10495920072498172, + 0.10509648694986455, + 0.10523388538141344, + 0.10537139599030236, + 0.10550901874695132, + 0.10564675362152595, + 0.10578460058393786, + 0.10592255960384368, + 0.1060606306506453, + 0.10619881369348931, + 0.10633710870126706, + 0.10647551564261398, + 0.10661403448590985, + 0.10675266519927797, + 0.1068914077505855, + 0.10703026210744268, + 0.10716922823720301, + 0.10730830610696258, + 0.10744749568356031, + 0.10758679693357719, + 0.10772620982333647, + 0.10786573431890308, + 0.10800537038608367, + 0.10814511799042598, + 0.10828497709721914, + 0.10842494767149283, + 0.10856502967801754, + 0.10870522308130386, + 0.1088455278456028, + 0.10898594393490486, + 0.1091264713129405, + 0.10926710994317917, + 0.10940785978882989, + 0.10954872081284013, + 0.10968969297789635, + 0.10983077624642311, + 0.1099719705805834, + 0.1101132759422779, + 0.11025469229314522, + 0.11039621959456108, + 0.1105378578076388, + 0.11067960689322828, + 0.11082146681191647, + 0.11096343752402656, + 0.11110551898961821, + 0.11124771116848688, + 0.11139001402016406, + 0.11153242750391654, + 0.1116749515787467, + 0.11181758620339168, + 0.11196033133632383, + 0.11210318693574976, + 0.11224615295961084, + 0.1123892293655822, + 0.11253241611107327, + 0.11267571315322686, + 0.11281912044891952, + 0.11296263795476078, + 0.1131062656270934, + 0.11325000342199275, + 0.1133938512952669, + 0.1135378092024561, + 0.11368187709883287, + 0.11382605493940137, + 0.11397034267889773, + 0.11411474027178918, + 0.11425924767227444, + 0.11440386483428287, + 0.11454859171147502, + 0.11469342825724156, + 0.11483837442470379, + 0.11498343016671282, + 0.11512859543584993, + 0.11527387018442577, + 0.11541925436448072, + 0.11556474792778398, + 0.1157103508258342, + 0.1158560630098584, + 0.11600188443081245, + 0.11614781503938051, + 0.11629385478597469, + 0.11644000362073527, + 0.11658626149353002, + 0.1167326283539544, + 0.11687910415133083, + 0.11702568883470928, + 0.11717238235286602, + 0.11731918465430442, + 0.11746609568725391, + 0.11761311539967051, + 0.11776024373923583, + 0.11790748065335771, + 0.11805482608916916, + 0.11820227999352897, + 0.11834984231302073, + 0.11849751299395342, + 0.11864529198236033, + 0.1187931792239997, + 0.11894117466435383, + 0.11908927824862943, + 0.11923748992175688, + 0.1193858096283906, + 0.11953423731290821, + 0.11968277291941111, + 0.11983141639172336, + 0.11998016767339241, + 0.12012902670768802, + 0.12027799343760291, + 0.12042706780585179, + 0.1205762497548718, + 0.12072553922682176, + 0.12087493616358255, + 0.12102444050675625, + 0.12117405219766669, + 0.12132377117735849, + 0.1214735973865976, + 0.12162353076587043, + 0.12177357125538425, + 0.1219237187950665, + 0.12207397332456506, + 0.12222433478324755, + 0.12237480311020171, + 0.12252537824423466, + 0.1226760601238732, + 0.12282684868736317, + 0.1229777438726697, + 0.12312874561747658, + 0.12327985385918652, + 0.12343106853492057, + 0.12358238958151832, + 0.12373381693553723, + 0.12388535053325303, + 0.12403699031065893, + 0.12418873620346603, + 0.12434058814710264, + 0.12449254607671446, + 0.12464460992716407, + 0.12479677963303122, + 0.12494905512861197, + 0.12510143634791937, + 0.12525392322468232, + 0.12540651569234643, + 0.12555921368407277, + 0.12571201713273875, + 0.12586492597093693, + 0.1260179401309758, + 0.12617105954487876, + 0.12632428414438474, + 0.1264776138609472, + 0.12663104862573482, + 0.12678458836963047, + 0.12693823302323193, + 0.1270919825168508, + 0.12724583678051318, + 0.12739979574395893, + 0.12755385933664168, + 0.12770802748772878, + 0.1278623001261009, + 0.12801667718035212, + 0.12817115857878955, + 0.12832574424943338, + 0.12848043412001636, + 0.12863522811798428, + 0.12879012617049493, + 0.12894512820441886, + 0.1291002341463384, + 0.12925544392254823, + 0.12941075745905453, + 0.12956617468157547, + 0.1297216955155405, + 0.12987731988609066, + 0.13003304771807805, + 0.13018887893606598, + 0.13034481346432844, + 0.1305008512268505, + 0.1306569921473275, + 0.1308132361491656, + 0.13096958315548082, + 0.13112603308909992, + 0.131282585872559, + 0.13143924142810465, + 0.13159599967769264, + 0.13175286054298882, + 0.1319098239453679, + 0.13206688980591447, + 0.13222405804542167, + 0.13238132858439217, + 0.13253870134303697, + 0.13269617624127625, + 0.13285375319873838, + 0.13301143213476044, + 0.1331692129683875, + 0.13332709561837314, + 0.13348508000317852, + 0.13364316604097312, + 0.13380135364963372, + 0.13395964274674513, + 0.13411803324959914, + 0.13427652507519539, + 0.13443511814024026, + 0.13459381236114748, + 0.13475260765403757, + 0.134911503934738, + 0.13507050111878263, + 0.1352295991214122, + 0.1353887978575736, + 0.13554809724192018, + 0.13570749718881125, + 0.1358669976123124, + 0.13602659842619488, + 0.13618629954393596, + 0.1363461008787183, + 0.13650600234343035, + 0.1366660038506657, + 0.13682610531272357, + 0.136986306641608, + 0.13714660774902834, + 0.13730700854639866, + 0.13746750894483806, + 0.1376281088551701, + 0.1377888081879232, + 0.13794960685332983, + 0.1381105047613273, + 0.13827150182155673, + 0.13843259794336366, + 0.13859379303579736, + 0.13875508700761124, + 0.13891647976726232, + 0.1390779712229115, + 0.13923956128242287, + 0.13940124985336436, + 0.13956303684300717, + 0.13972492215832544, + 0.13988690570599688, + 0.14004898739240185, + 0.14021116712362394, + 0.14037344480544928, + 0.140535820343367, + 0.1406982936425685, + 0.1408608646079481, + 0.14102353314410218, + 0.1411862991553297, + 0.14134916254563157, + 0.14151212321871115, + 0.14167518107797342, + 0.1418383360265257, + 0.14200158796717677, + 0.14216493680243752, + 0.14232838243452003, + 0.14249192476533845, + 0.14265556369650786, + 0.14281929912934513, + 0.14298313096486814, + 0.14314705910379616, + 0.14331108344654933, + 0.14347520389324903, + 0.14363942034371738, + 0.1438037326974775, + 0.1439681408537531, + 0.1441326447114687, + 0.14429724416924927, + 0.1444619391254205, + 0.14462672947800817, + 0.1447916151247388, + 0.14495659596303878, + 0.14512167189003503, + 0.14528684280255427, + 0.14545210859712354, + 0.1456174691699695, + 0.1457829244170191, + 0.14594847423389862, + 0.14611411851593448, + 0.14627985715815245, + 0.1464456900552782, + 0.14661161710173648, + 0.14677763819165196, + 0.14694375321884823, + 0.14710996207684865, + 0.1472762646588753, + 0.14744266085785, + 0.14760915056639307, + 0.14777573367682442, + 0.1479424100811625, + 0.148109179671125, + 0.1482760423381282, + 0.14844299797328742, + 0.1486100464674164, + 0.14877718771102796, + 0.14894442159433305, + 0.14911174800724167, + 0.14927916683936177, + 0.14944667798000033, + 0.14961428131816212, + 0.14978197674255084, + 0.1499497641415679, + 0.15011764340331343, + 0.15028561441558527, + 0.15045367706587984, + 0.15062183124139125, + 0.1507900768290119, + 0.15095841371533195, + 0.15112684178663977, + 0.15129536092892126, + 0.15146397102786052, + 0.15163267196883912, + 0.15180146363693656, + 0.15197034591693023, + 0.15213931869329472, + 0.1523083818502027, + 0.1524775352715241, + 0.15264677884082672, + 0.15281611244137547, + 0.1529855359561332, + 0.15315504926775975, + 0.15332465225861278, + 0.15349434481074692, + 0.15366412680591454, + 0.1538339981255649, + 0.15400395865084499, + 0.15417400826259856, + 0.15434414684136705, + 0.15451437426738868, + 0.1546846904205992, + 0.1548550951806311, + 0.1550255884268144, + 0.15519617003817576, + 0.15536683989343938, + 0.15553759787102606, + 0.1557084438490539, + 0.1558793777053378, + 0.1560503993173899, + 0.15622150856241895, + 0.15639270531733102, + 0.1565639894587287, + 0.1567353608629119, + 0.156906819405877, + 0.1570783649633177, + 0.1572499974106241, + 0.15742171662288357, + 0.15759352247488, + 0.1577654148410944, + 0.15793739359570427, + 0.15810945861258427, + 0.15828160976530553, + 0.1584538469271363, + 0.15862616997104134, + 0.15879857876968245, + 0.15897107319541792, + 0.1591436531203032, + 0.15931631841609012, + 0.15948906895422765, + 0.15966190460586124, + 0.1598348252418334, + 0.16000783073268313, + 0.1601809209486465, + 0.16035409575965615, + 0.1605273550353417, + 0.1607006986450294, + 0.1608741264577425, + 0.1610476383422008, + 0.16122123416682124, + 0.16139491379971735, + 0.16156867710869974, + 0.16174252396127556, + 0.1619164542246492, + 0.16209046776572164, + 0.16226456445109103, + 0.1624387441470521, + 0.1626130067195969, + 0.16278735203441405, + 0.16296177995688957, + 0.16313629035210603, + 0.16331088308484337, + 0.16348555801957834, + 0.16366031502048495, + 0.16383515395143397, + 0.1640100746759937, + 0.16418507705742919, + 0.16436016095870296, + 0.16453532624247444, + 0.16471057277110054, + 0.16488590040663517, + 0.16506130901082972, + 0.1652367984451329, + 0.16541236857069047, + 0.16558801924834599, + 0.16576375033864, + 0.1659395617018109, + 0.16611545319779425, + 0.16629142468622335, + 0.16646747602642886, + 0.16664360707743936, + 0.16681981769798063, + 0.16699610774647658, + 0.1671724770810485, + 0.16734892555951572, + 0.16752545303939512, + 0.16770205937790178, + 0.1678787444319483, + 0.16805550805814565, + 0.16823235011280235, + 0.1684092704519255, + 0.16858626893121978, + 0.16876334540608848, + 0.16894049973163278, + 0.16911773176265238, + 0.169295041353645, + 0.16947242835880716, + 0.16964989263203337, + 0.16982743402691702, + 0.17000505239674973, + 0.17018274759452207, + 0.17036051947292288, + 0.17053836788434018, + 0.17071629268086036, + 0.17089429371426915, + 0.17107237083605076, + 0.1712505238973887, + 0.17142875274916536, + 0.1716070572419625, + 0.17178543722606074, + 0.1719638925514404, + 0.1721424230677807, + 0.17232102862446066, + 0.17249970907055853, + 0.17267846425485234, + 0.17285729402581956, + 0.1730361982316376, + 0.1732151767201834, + 0.1733942293390341, + 0.1735733559354665, + 0.1737525563564577, + 0.17393183044868463, + 0.17411117805852472, + 0.17429059903205552, + 0.17447009321505502, + 0.1746496604530016, + 0.1748293005910743, + 0.17500901347415265, + 0.17518879894681708, + 0.17536865685334865, + 0.17554858703772958, + 0.17572858934364272, + 0.1759086636144725, + 0.17608880969330398, + 0.17626902742292408, + 0.1764493166458206, + 0.17662967720418318, + 0.1768101089399028, + 0.17699061169457236, + 0.1771711853094862, + 0.17735182962564097, + 0.1775325444837349, + 0.17771332972416864, + 0.1778941851870447, + 0.1780751107121683, + 0.1782561061390466, + 0.17843717130688969, + 0.17861830605461015, + 0.17879951022082313, + 0.17898078364384695, + 0.17916212616170246, + 0.1793435376121141, + 0.17952501783250904, + 0.1797065666600181, + 0.17988818393147527, + 0.18006986948341827, + 0.18025162315208826, + 0.18043344477343054, + 0.18061533418309392, + 0.18079729121643154, + 0.18097931570850037, + 0.1811614074940621, + 0.18134356640758226, + 0.18152579228323154, + 0.18170808495488464, + 0.18189044425612158, + 0.18207287002022687, + 0.18225536208019044, + 0.18243792026870703, + 0.18262054441817707, + 0.182803234360706, + 0.18298598992810527, + 0.18316881095189166, + 0.18335169726328818, + 0.1835346486932234, + 0.18371766507233242, + 0.1839007462309563, + 0.18408389199914282, + 0.18426710220664597, + 0.18445037668292674, + 0.1846337152571527, + 0.1848171177581987, + 0.1850005840146464, + 0.1851841138547851, + 0.18536770710661105, + 0.18555136359782878, + 0.18573508315584977, + 0.18591886560779408, + 0.18610271078048923, + 0.1862866185004715, + 0.18647058859398496, + 0.1866546208869827, + 0.18683871520512596, + 0.18702287137378543, + 0.18720708921804008, + 0.18739136856267868, + 0.18757570923219885, + 0.18776011105080798, + 0.1879445738424228, + 0.18812909743067022, + 0.1883136816388867, + 0.18849832629011928, + 0.18868303120712487, + 0.18886779621237124, + 0.18905262112803645, + 0.1892375057760098, + 0.18942244997789112, + 0.18960745355499184, + 0.18979251632833433, + 0.18997763811865287, + 0.19016281874639307, + 0.1903480580317128, + 0.1905333557944816, + 0.19071871185428158, + 0.19090412603040696, + 0.19108959814186488, + 0.19127512800737495, + 0.1914607154453701, + 0.19164636027399604, + 0.19183206231111222, + 0.1920178213742912, + 0.19220363728081966, + 0.1923895098476979, + 0.19257543889164047, + 0.19276142422907638, + 0.19294746567614868, + 0.19313356304871565, + 0.19331971616234994, + 0.19350592483233975, + 0.19369218887368814, + 0.19387850810111407, + 0.1940648823290518, + 0.1942513113716518, + 0.1944377950427803, + 0.19462433315602018, + 0.19481092552467047, + 0.1949975719617472, + 0.19518427227998306, + 0.1953710262918281, + 0.1955578338094494, + 0.195744694644732, + 0.1959316086092782, + 0.1961185755144087, + 0.196305595171162, + 0.1964926673902954, + 0.19667979198228436, + 0.19686696875732365, + 0.19705419752532657, + 0.1972414780959262, + 0.19742881027847464, + 0.1976161938820441, + 0.1978036287154263, + 0.19799111458713364, + 0.19817865130539833, + 0.1983662386781737, + 0.19855387651313341, + 0.19874156461767276, + 0.19892930279890772, + 0.19911709086367635, + 0.19930492861853794, + 0.1994928158697743, + 0.19968075242338898, + 0.19986873808510836, + 0.20005677266038116, + 0.2002448559543794, + 0.20043298777199794, + 0.20062116791785534, + 0.20080939619629345, + 0.20099767241137842, + 0.20118599636690015, + 0.2013743678663733, + 0.2015627867130368, + 0.2017512527098546, + 0.2019397656595158, + 0.2021283253644348, + 0.20231693162675166, + 0.2025055842483323, + 0.20269428303076856, + 0.20288302777537906, + 0.2030718182832086, + 0.2032606543550293, + 0.2034495357913399, + 0.20363846239236702, + 0.20382743395806457, + 0.20401645028811463, + 0.20420551118192717, + 0.20439461643864099, + 0.2045837658571231, + 0.20477295923596991, + 0.2049621963735067, + 0.20515147706778855, + 0.20534080111659994, + 0.20553016831745582, + 0.205719578467601, + 0.20590903136401117, + 0.20609852680339263, + 0.20628806458218304, + 0.20647764449655112, + 0.20666726634239754, + 0.2068569299153549, + 0.2070466350107876, + 0.20723638142379316, + 0.20742616894920135, + 0.20761599738157535, + 0.20780586651521127, + 0.20799577614413933, + 0.2081857260621232, + 0.20837571606266114, + 0.20856574593898547, + 0.20875581548406366, + 0.20894592449059787, + 0.20913607275102591, + 0.209326260057521, + 0.20951648620199242, + 0.20970675097608546, + 0.20989705417118223, + 0.21008739557840134, + 0.21027777498859876, + 0.2104681921923675, + 0.21065864698003875, + 0.21084913914168116, + 0.21103966846710215, + 0.21123023474584737, + 0.2114208377672017, + 0.21161147732018884, + 0.21180215319357237, + 0.2119928651758554, + 0.2121836130552814, + 0.21237439661983398, + 0.21256521565723782, + 0.21275606995495838, + 0.21294695930020272, + 0.2131378834799192, + 0.21332884228079868, + 0.21351983548927386, + 0.21371086289152041, + 0.21390192427345658, + 0.21409301942074435, + 0.2142841481187887, + 0.2144753101527391, + 0.2146665053074887, + 0.2148577333676756, + 0.21504899411768247, + 0.21524028734163742, + 0.21543161282341383, + 0.21562297034663122, + 0.21581435969465487, + 0.21600578065059706, + 0.21619723299731639, + 0.21638871651741906, + 0.21658023099325843, + 0.21677177620693605, + 0.2169633519403011, + 0.21715495797495196, + 0.2173465940922351, + 0.21753826007324686, + 0.21772995569883247, + 0.2179216807495876, + 0.2181134350058576, + 0.2183052182477388, + 0.218497030255078, + 0.21868887080747362, + 0.21888073968427532, + 0.219072636664585, + 0.21926456152725649, + 0.21945651405089658, + 0.21964849401386471, + 0.21984050119427398, + 0.22003253536999073, + 0.22022459631863583, + 0.22041668381758409, + 0.2206087976439654, + 0.22080093757466443, + 0.22099310338632158, + 0.22118529485533303, + 0.22137751175785084, + 0.22156975386978406, + 0.22176202096679815, + 0.22195431282431632, + 0.2221466292175189, + 0.22233896992134478, + 0.22253133471049058, + 0.22272372335941218, + 0.22291613564232424, + 0.22310857133320108, + 0.2233010302057766, + 0.22349351203354528, + 0.22368601658976175, + 0.22387854364744197, + 0.22407109297936298, + 0.22426366435806377, + 0.22445625755584506, + 0.22464887234477043, + 0.22484150849666595, + 0.22503416578312133, + 0.2252268439754893, + 0.22541954284488727, + 0.22561226216219646, + 0.22580500169806314, + 0.22599776122289864, + 0.2261905405068799, + 0.2263833393199496, + 0.22657615743181697, + 0.22676899461195776, + 0.22696185062961494, + 0.22715472525379882, + 0.2273476182532878, + 0.22754052939662833, + 0.22773345845213575, + 0.2279264051878942, + 0.22811936937175767, + 0.22831235077134954, + 0.22850534915406398, + 0.22869836428706533, + 0.2288913959372895, + 0.22908444387144325, + 0.229277507856006, + 0.2294705876572287, + 0.22966368304113557, + 0.2298567937735235, + 0.23004991961996327, + 0.23024306034579922, + 0.2304362157161504, + 0.2306293854959102, + 0.23082256944974747, + 0.23101576734210647, + 0.23120897893720765, + 0.23140220399904748, + 0.23159544229139972, + 0.23178869357781495, + 0.2319819576216218, + 0.23217523418592653, + 0.23236852303361444, + 0.23256182392734912, + 0.2327551366295742, + 0.23294846090251242, + 0.23314179650816727, + 0.23333514320832247, + 0.23352850076454304, + 0.23372186893817534, + 0.23391524749034784, + 0.23410863618197095, + 0.2343020347737384, + 0.23449544302612663, + 0.23468886069939618, + 0.23488228755359114, + 0.23507572334854074, + 0.2352691678438585, + 0.23546262079894406, + 0.23565608197298216, + 0.2358495511249443, + 0.23604302801358867, + 0.23623651239746032, + 0.23643000403489234, + 0.23662350268400528, + 0.23681700810270878, + 0.23701052004870102, + 0.23720403827946984, + 0.23739756255229263, + 0.23759109262423742, + 0.23778462825216257, + 0.23797816919271803, + 0.23817171520234504, + 0.23836526603727734, + 0.23855882145354074, + 0.2387523812069545, + 0.23894594505313108, + 0.23913951274747702, + 0.23933308404519302, + 0.239526658701275, + 0.2397202364705138, + 0.23991381710749632, + 0.24010740036660544, + 0.24030098600202102, + 0.2404945737677198, + 0.24068816341747643, + 0.24088175470486337, + 0.24107534738325198, + 0.24126894120581224, + 0.24146253592551414, + 0.2416561312951271, + 0.2418497270672215, + 0.24204332299416828, + 0.24223691882814005, + 0.24243051432111098, + 0.242624109224858, + 0.24281770329096047, + 0.2430112962708014, + 0.24320488791556719, + 0.2433984779762491, + 0.24359206620364246, + 0.2437856523483485, + 0.24397923616077352, + 0.24417281739113067, + 0.24436639578943917, + 0.244559971105526, + 0.2447535430890252, + 0.24494711148937967, + 0.24514067605584025, + 0.24533423653746747, + 0.2455277926831311, + 0.24572134424151135, + 0.24591489096109867, + 0.24610843259019508, + 0.24630196887691375, + 0.24649549956918035, + 0.2466890244147327, + 0.24688254316112232, + 0.24707605555571374, + 0.24726956134568595, + 0.2474630602780324, + 0.24765655209956175, + 0.24785003655689802, + 0.24804351339648179, + 0.24823698236456973, + 0.2484304432072361, + 0.24862389567037244, + 0.24881733949968876, + 0.24901077444071332, + 0.249204200238794, + 0.24939761663909793, + 0.24959102338661282, + 0.24978442022614672, + 0.24997780690232924, + 0.2501711831596113, + 0.2503645487422665, + 0.25055790339439105, + 0.2507512468599042, + 0.2509445788825495, + 0.2511378992058943, + 0.2513312075733312, + 0.2515245037280779, + 0.25171778741317813, + 0.251911058371502, + 0.25210431634574665, + 0.2522975610784364, + 0.25249079231192406, + 0.25268400978839034, + 0.2528772132498456, + 0.25307040243812934, + 0.25326357709491143, + 0.2534567369616922, + 0.2536498817798034, + 0.2538430112904082, + 0.2540361252345024, + 0.254229223352914, + 0.2544223053863049, + 0.2546153710751705, + 0.2548084201598409, + 0.25500145238048066, + 0.25519446747709035, + 0.25538746518950617, + 0.2555804452574011, + 0.255773407420285, + 0.2559663514175057, + 0.25615927698824875, + 0.256352183871539, + 0.2565450718062402, + 0.25673794053105603, + 0.25693078978453043, + 0.2571236193050486, + 0.2573164288308369, + 0.2575092180999638, + 0.25770198685034046, + 0.2578947348197211, + 0.2580874617457035, + 0.25828016736573, + 0.2584728514170874, + 0.2586655136369083, + 0.25885815376217064, + 0.25905077152969935, + 0.259243366676166, + 0.25943593893809014, + 0.2596284880518391, + 0.2598210137536293, + 0.2600135157795261, + 0.2602059938654451, + 0.26039844774715176, + 0.26059087716026313, + 0.26078328184024735, + 0.26097566152242496, + 0.26116801594196903, + 0.26136034483390597, + 0.26155264793311583, + 0.26174492497433344, + 0.2619371756921481, + 0.26212939982100514, + 0.2623215970952056, + 0.2625137672489075, + 0.2627059100161259, + 0.262898025130734, + 0.263090112326463, + 0.26328217133690357, + 0.26347420189550547, + 0.2636662037355792, + 0.2638581765902953, + 0.2640501201926864, + 0.26424203427564624, + 0.2644339185719318, + 0.2646257728141625, + 0.26481759673482197, + 0.26500939006625757, + 0.26520115254068183, + 0.26539288389017274, + 0.26558458384667394, + 0.2657762521419962, + 0.2659678885078168, + 0.26615949267568145, + 0.2663510643770038, + 0.2665426033430668, + 0.2667341093050226, + 0.26692558199389393, + 0.2671170211405738, + 0.2673084264758269, + 0.2674997977302897, + 0.2676911346344714, + 0.26788243691875413, + 0.26807370431339395, + 0.26826493654852096, + 0.26845613335414065, + 0.2686472944601336, + 0.26883841959625693, + 0.2690295084921442, + 0.2692205608773066, + 0.269411576481133, + 0.2696025550328912, + 0.2697934962617277, + 0.2699843998966693, + 0.27017526566662275, + 0.2703660933003762, + 0.270556882526599, + 0.2707476330738432, + 0.2709383446705432, + 0.27112901704501724, + 0.2713196499254673, + 0.2715102430399805, + 0.2717007961165287, + 0.27189130888297014, + 0.2720817810670491, + 0.27227221239639765, + 0.272462602598535, + 0.27265295140086926, + 0.27284325853069696, + 0.27303352371520495, + 0.2732237466814697, + 0.27341392715645907, + 0.2736040648670319, + 0.27379415953993963, + 0.2739842109018261, + 0.2741742186792288, + 0.27436418259857875, + 0.27455410238620226, + 0.2747439777683202, + 0.27493380847105, + 0.2751235942204049, + 0.27531333474229586, + 0.27550302976253116, + 0.275692679006818, + 0.27588228220076194, + 0.27607183906986893, + 0.27626134933954455, + 0.2764508127350959, + 0.27664022898173113, + 0.27682959780456107, + 0.277018918928599, + 0.27720819207876196, + 0.2773974169798709, + 0.27758659335665187, + 0.27777572093373576, + 0.2779647994356601, + 0.27815382858686866, + 0.27834280811171286, + 0.27853173773445183, + 0.27872061717925345, + 0.2789094461701947, + 0.27909822443126286, + 0.2792869516863552, + 0.2794756276592806, + 0.2796642520737597, + 0.2798528246534255, + 0.28004134512182427, + 0.28022981320241586, + 0.280418228618575, + 0.28060659109359093, + 0.2807949003506692, + 0.2809831561129311, + 0.28117135810341576, + 0.28135950604507937, + 0.28154759966079673, + 0.28173563867336154, + 0.2819236228054875, + 0.28211155177980807, + 0.28229942531887825, + 0.28248724314517415, + 0.28267500498109477, + 0.2828627105489614, + 0.2830503595710196, + 0.2832379517694387, + 0.2834254868663133, + 0.28361296458366336, + 0.2838003846434353, + 0.28398774676750227, + 0.2841750506776652, + 0.28436229609565306, + 0.2845494827431241, + 0.28473661034166564, + 0.2849236786127958, + 0.2851106872779632, + 0.28529763605854824, + 0.28548452467586355, + 0.2856713528511547, + 0.28585812030560076, + 0.2860448267603153, + 0.28623147193634646, + 0.2864180555546785, + 0.2866045773362313, + 0.28679103700186237, + 0.2869774342723663, + 0.28716376886847655, + 0.28735004051086493, + 0.2875362489201434, + 0.28772239381686393, + 0.2879084749215198, + 0.2880944919545457, + 0.2882804446363188, + 0.2884663326871594, + 0.28865215582733145, + 0.28883791377704315, + 0.28902360625644813, + 0.2892092329856454, + 0.2893947936846808, + 0.28958028807354685, + 0.28976571587218447, + 0.28995107680048243, + 0.29013637057827935, + 0.290321596925363, + 0.29050675556147243, + 0.2906918462062973, + 0.2908768685794797, + 0.2910618224006139, + 0.29124670738924796, + 0.2914315232648833, + 0.2916162697469767, + 0.29180094655493977, + 0.2919855534081406, + 0.29217009002590355, + 0.292354556127511, + 0.2925389514322029, + 0.29272327565917855, + 0.2929075285275963, + 0.29309170975657506, + 0.29327581906519445, + 0.29345985617249587, + 0.2936438207974828, + 0.2938277126591218, + 0.29401153147634335, + 0.29419527696804193, + 0.29437894885307747, + 0.2945625468502754, + 0.2947460706784278, + 0.29492952005629375, + 0.29511289470260066, + 0.2952961943360438, + 0.29547941867528854, + 0.2956625674389695, + 0.29584564034569266, + 0.2960286371140347, + 0.29621155746254507, + 0.29639440110974546, + 0.2965771677741315, + 0.29675985717417264, + 0.29694246902831356, + 0.2971250030549743, + 0.29730745897255156, + 0.2974898364994187, + 0.29767213535392695, + 0.2978543552544061, + 0.29803649591916515, + 0.2982185570664925, + 0.29840053841465763, + 0.29858243968191117, + 0.2987642605864856, + 0.2989460008465961, + 0.2991276601804416, + 0.2993092383062047, + 0.2994907349420532, + 0.2996721498061401, + 0.2998534826166051, + 0.30003473309157436, + 0.3002159009491623, + 0.3003969859074712, + 0.3005779876845929, + 0.30075890599860877, + 0.300939740567591, + 0.3011204911096027, + 0.3013011573426993, + 0.30148173898492875, + 0.30166223575433254, + 0.3018426473689461, + 0.3020229735468, + 0.3022032140059201, + 0.3023833684643288, + 0.30256343664004526, + 0.3027434182510867, + 0.30292331301546843, + 0.3031031206512053, + 0.3032828408763117, + 0.30346247340880306, + 0.30364201796669565, + 0.3038214742680084, + 0.30400084203076233, + 0.3041801209729828, + 0.30435931081269857, + 0.30453841126794406, + 0.30471742205675884, + 0.3048963428971894, + 0.30507517350728885, + 0.3052539136051186, + 0.30543256290874843, + 0.30561112113625755, + 0.30578958800573497, + 0.30596796323528097, + 0.30614624654300676, + 0.3063244376470362, + 0.30650253626550594, + 0.30668054211656637, + 0.3068584549183822, + 0.30703627438913356, + 0.307214000247016, + 0.3073916322102422, + 0.3075691699970419, + 0.30774661332566294, + 0.30792396191437205, + 0.3081012154814553, + 0.3082783737452194, + 0.30845543642399165, + 0.3086324032361214, + 0.30880927389998036, + 0.30898604813396346, + 0.30916272565648945, + 0.309339306186002, + 0.3095157894409701, + 0.3096921751398888, + 0.30986846300128, + 0.31004465274369347, + 0.3102207440857071, + 0.3103967367459281, + 0.3105726304429931, + 0.31074842489556986, + 0.31092411982235696, + 0.3110997149420854, + 0.31127520997351854, + 0.3114506046354539, + 0.3116258986467224, + 0.31180109172619086, + 0.3119761835927611, + 0.312151173965372, + 0.31232606256299916, + 0.3125008491046567, + 0.3126755333093968, + 0.31285011489631165, + 0.3130245935845332, + 0.31319896909323475, + 0.31337324114163084, + 0.31354740944897874, + 0.31372147373457865, + 0.31389543371777495, + 0.31406928911795623, + 0.314243039654557, + 0.3144166850470574, + 0.31459022501498485, + 0.314763659277914, + 0.3149369875554683, + 0.3151102095673198, + 0.31528332503319095, + 0.31545633367285425, + 0.31562923520613395, + 0.31580202935290624, + 0.31597471583310016, + 0.3161472943666982, + 0.3163197646737375, + 0.31649212647430985, + 0.3166643794885633, + 0.316836523436702, + 0.3170085580389879, + 0.31718048301574053, + 0.3173522980873387, + 0.31752400297422045, + 0.3176955973968843, + 0.3178670810758895, + 0.31803845373185774, + 0.3182097150854725, + 0.31838086485748124, + 0.31855190276869494, + 0.31872282853998984, + 0.3188936418923073, + 0.3190643425466553, + 0.31923493022410865, + 0.31940540464581024, + 0.31957576553297107, + 0.319746012606872, + 0.3199161455888634, + 0.3200861642003669, + 0.3202560681628753, + 0.3204258571979539, + 0.32059553102724114, + 0.32076508937244913, + 0.3209345319553646, + 0.3211038584978494, + 0.3212730687218419, + 0.32144216234935674, + 0.3216111391024866, + 0.32177999870340207, + 0.32194874087435327, + 0.32211736533766966, + 0.3222858718157617, + 0.3224542600311208, + 0.32262252970632094, + 0.3227906805640184, + 0.32295871232695345, + 0.3231266247179505, + 0.32329441745991927, + 0.32346209027585504, + 0.32362964288884005, + 0.32379707502204347, + 0.3239643863987231, + 0.3241315767422251, + 0.3242986457759857, + 0.3244655932235312, + 0.3246324188084792, + 0.3247991222545391, + 0.3249657032855131, + 0.3251321616252965, + 0.3252984969978792, + 0.32546470912734554, + 0.3256307977378759, + 0.32579676255374673, + 0.32596260329933213, + 0.32612831969910355, + 0.3262939114776317, + 0.32645937835958627, + 0.32662472006973753, + 0.32678993633295633, + 0.32695502687421557, + 0.3271199914185904, + 0.3272848296912593, + 0.32744954141750465, + 0.3276141263227137, + 0.32777858413237887, + 0.3279429145720994, + 0.32810711736758086, + 0.32827119224463713, + 0.3284351389291902, + 0.3285989571472717, + 0.32876264662502286, + 0.32892620708869624, + 0.3290896382646553, + 0.3292529398793764, + 0.32941611165944856, + 0.3295791533315748, + 0.32974206462257244, + 0.32990484525937464, + 0.33006749496903, + 0.3302300134787045, + 0.33039240051568125, + 0.33055465580736226, + 0.33071677908126806, + 0.3308787700650394, + 0.3310406284864375, + 0.3312023540733451, + 0.33136394655376683, + 0.33152540565583055, + 0.3316867311077873, + 0.331847922638013, + 0.3320089799750084, + 0.3321699028474003, + 0.33233069098394197, + 0.3324913441135145, + 0.33265186196512675, + 0.3328122442679168, + 0.33297249075115215, + 0.33313260114423093, + 0.3332925751766827, + 0.3334524125781683, + 0.3336121130784821, + 0.3337716764075512, + 0.3339311022954375, + 0.3340903904723375, + 0.33424954066858376, + 0.3344085526146449, + 0.3345674260411273, + 0.33472616067877486, + 0.3348847562584707, + 0.3350432125112369, + 0.3352015291682365, + 0.33535970596077275, + 0.3355177426202915, + 0.3356756388783804, + 0.3358333944667711, + 0.33599100911733853, + 0.3361484825621031, + 0.3363058145332303, + 0.3364630047630322, + 0.3366200529839677, + 0.3367769589286438, + 0.3369337223298156, + 0.3370903429203882, + 0.3372468204334161, + 0.3374031546021051, + 0.3375593451598122, + 0.3377153918400472, + 0.3378712943764724, + 0.3380270525029045, + 0.33818266595331437, + 0.33833813446182853, + 0.3384934577627294, + 0.3386486355904563, + 0.3388036676796062, + 0.33895855376493433, + 0.33911329358135506, + 0.33926788686394277, + 0.33942233334793215, + 0.3395766327687196, + 0.33973078486186314, + 0.3398847893630843, + 0.3400386460082676, + 0.34019235453346236, + 0.34034591467488273, + 0.340499326168909, + 0.34065258875208765, + 0.3408057021611331, + 0.3409586661329273, + 0.3411114804045215, + 0.34126414471313626, + 0.3414166587961628, + 0.3415690223911631, + 0.34172123523587133, + 0.34187329706819397, + 0.34202520762621114, + 0.3421769666481768, + 0.34232857387252, + 0.3424800290378451, + 0.34263133188293315, + 0.34278248214674195, + 0.3429334795684074, + 0.3430843238872438, + 0.34323501484274505, + 0.34338555217458466, + 0.3435359356226175, + 0.3436861649268796, + 0.34383623982758954, + 0.34398616006514876, + 0.34413592538014276, + 0.34428553551334135, + 0.3444349902056998, + 0.3445842891983593, + 0.3447334322326478, + 0.344882419050081, + 0.34503124939236257, + 0.34517992300138545, + 0.34532843961923204, + 0.34547679898817557, + 0.3456250008506802, + 0.34577304494940236, + 0.34592093102719085, + 0.3460686588270883, + 0.34621622809233127, + 0.34636363856635144, + 0.3465108899927759, + 0.34665798211542864, + 0.3468049146783303, + 0.34695168742569976, + 0.34709830010195436, + 0.34724475245171094, + 0.3473910442197864, + 0.3475371751511985, + 0.3476831449911664, + 0.34782895348511217, + 0.34797460037866024, + 0.3481200854176393, + 0.3482654083480823, + 0.34841056891622774, + 0.34855556686851996, + 0.3487004019516101, + 0.3488450739123567, + 0.3489895824978267, + 0.3491339274552957, + 0.34927810853224933, + 0.34942212547638324, + 0.34956597803560474, + 0.3497096659580325, + 0.34985318899199813, + 0.3499965468860465, + 0.35013973938893656, + 0.350282766249642, + 0.3504256272173522, + 0.35056832204147265, + 0.35071085047162603, + 0.3508532122576525, + 0.35099540714961097, + 0.3511374348977792, + 0.3512792952526552, + 0.3514209879649574, + 0.3515625127856258, + 0.3517038694658222, + 0.3518450577569316, + 0.35198607741056215, + 0.3521269281785468, + 0.3522676098129428, + 0.35240812206603384, + 0.3525484646903295, + 0.35268863743856704, + 0.3528286400637111, + 0.3529684723189555, + 0.35310813395772284, + 0.3532476247336662, + 0.3533869444006693, + 0.35352609271284746, + 0.35366506942454806, + 0.3538038742903516, + 0.35394250706507213, + 0.3540809675037583, + 0.3542192553616935, + 0.3543573703943975, + 0.35449531235762605, + 0.35463308100737256, + 0.35477067609986823, + 0.35490809739158313, + 0.35504534463922643, + 0.35518241759974795, + 0.35531931603033773, + 0.355456039688428, + 0.3555925883316927, + 0.35572896171804924, + 0.35586515960565857, + 0.3560011817529258, + 0.3561370279185016, + 0.35627269786128213, + 0.35640819134041035, + 0.35654350811527635, + 0.35667864794551823, + 0.35681361059102273, + 0.35694839581192617, + 0.35708300336861465, + 0.3572174330217255, + 0.35735168453214705, + 0.35748575766102036, + 0.35761965216973907, + 0.3577533678199507, + 0.3578869043735569, + 0.3580202615927146, + 0.35815343923983617, + 0.3582864370775909, + 0.3584192548689047, + 0.3585518923769617, + 0.3586843493652045, + 0.358816625597335, + 0.358948720837315, + 0.359080634849367, + 0.3592123673979748, + 0.3593439182478845, + 0.3594752871641046, + 0.3596064739119074, + 0.3597374782568292, + 0.35986829996467123, + 0.3599989388015, + 0.36012939453364884, + 0.3602596669277173, + 0.36038975575057325, + 0.36051966076935243, + 0.36064938175145983, + 0.36077891846457, + 0.3609082706766281, + 0.36103743815585027, + 0.36116642067072446, + 0.36129521799001096, + 0.3614238298827436, + 0.3615522561182296, + 0.3616804964660512, + 0.3618085506960655, + 0.36193641857840586, + 0.36206409988348176, + 0.3621915943819806, + 0.36231890184486726, + 0.36244602204338555, + 0.36257295474905843, + 0.36269969973368915, + 0.36282625676936153, + 0.3629526256284407, + 0.363078806083574, + 0.3632047979076916, + 0.36333060087400687, + 0.3634562147560175, + 0.36358163932750587, + 0.3637068743625399, + 0.3638319196354735, + 0.36395677492094786, + 0.3640814399938909, + 0.3642059146295196, + 0.3643301986033391, + 0.36445429169114446, + 0.36457819366902067, + 0.36470190431334387, + 0.3648254234007815, + 0.36494875070829347, + 0.36507188601313223, + 0.36519482909284406, + 0.3653175797252694, + 0.36544013768854355, + 0.36556250276109736, + 0.36568467472165794, + 0.3658066533492493, + 0.3659284384231929, + 0.36605002972310857, + 0.36617142702891486, + 0.3662926301208301, + 0.36641363877937255, + 0.3665344527853615, + 0.36665507191991775, + 0.36677549596446446, + 0.3668957247007272, + 0.3670157579107354, + 0.3671355953768226, + 0.3672552368816272, + 0.3673746822080929, + 0.3674939311394697, + 0.3676129834593143, + 0.367731838951491, + 0.3678504974001719, + 0.36796895858983814, + 0.36808722230528007, + 0.36820528833159827, + 0.36832315645420377, + 0.3684408264588193, + 0.3685582981314792, + 0.36867557125853073, + 0.3687926456266343, + 0.36890952102276436, + 0.3690261972342099, + 0.36914267404857504, + 0.36925895125377994, + 0.3693750286380613, + 0.3694909059899727, + 0.36960658309838584, + 0.3697220597524906, + 0.3698373357417962, + 0.36995241085613123, + 0.37006728488564505, + 0.37018195762080763, + 0.3702964288524108, + 0.37041069837156865, + 0.37052476596971806, + 0.37063863143861947, + 0.37075229457035747, + 0.37086575515734155, + 0.3709790129923066, + 0.3710920678683134, + 0.3712049195787497, + 0.3713175679173302, + 0.371430012678098, + 0.3715422536554243, + 0.37165429064400995, + 0.3717661234388853, + 0.3718777518354112, + 0.3719891756292797, + 0.3721003946165144, + 0.3722114085934713, + 0.3723222173568393, + 0.37243282070364087, + 0.37254321843123267, + 0.37265341033730615, + 0.37276339621988813, + 0.3728731758773415, + 0.37298274910836576, + 0.37309211571199763, + 0.3732012754876119, + 0.3733102282349215, + 0.3734189737539789, + 0.3735275118451758, + 0.3736358423092446, + 0.3737439649472584, + 0.37385187956063193, + 0.37395958595112205, + 0.3740670839208284, + 0.37417437327219377, + 0.3742814538080052, + 0.3743883253313942, + 0.3744949876458373, + 0.374601440555157, + 0.37470768386352193, + 0.37481371737544805, + 0.3749195408957985, + 0.3750251542297848, + 0.3751305571829671, + 0.3752357495612552, + 0.37534073117090844, + 0.37544550181853703, + 0.3755500613111021, + 0.37565440945591666, + 0.37575854606064607, + 0.3758624709333085, + 0.37596618388227554, + 0.37606968471627317, + 0.3761729732443817, + 0.3762760492760371, + 0.37637891262103074, + 0.37648156308951086, + 0.3765840004919823, + 0.376686224639308, + 0.37678823534270856, + 0.37689003241376373, + 0.3769916156644124, + 0.3770929849069536, + 0.3771941399540465, + 0.37729508061871175, + 0.3773958067143313, + 0.3774963180546497, + 0.3775966144537739, + 0.37769669572617465, + 0.3777965616866862, + 0.37789621215050767, + 0.37799564693320314, + 0.3780948658507023, + 0.37819386871930105, + 0.37829265535566237, + 0.37839122557681604, + 0.37848957920016035, + 0.3785877160434616, + 0.37868563592485555, + 0.3787833386628472, + 0.37888082407631196, + 0.37897809198449584, + 0.37907514220701627, + 0.3791719745638623, + 0.37926858887539566, + 0.3793649849623507, + 0.3794611626458356, + 0.37955712174733247, + 0.37965286208869803, + 0.37974838349216405, + 0.3798436857803383, + 0.3799387687762044, + 0.3800336323031233, + 0.3801282761848328, + 0.38022270024544896, + 0.38031690430946613, + 0.38041088820175767, + 0.38050465174757647, + 0.3805981947725556, + 0.3806915171027084, + 0.38078461856442986, + 0.38087749898449635, + 0.3809701581900665, + 0.38106259600868175, + 0.3811548122682669, + 0.38124680679713036, + 0.38133857942396515, + 0.38143012997784914, + 0.3815214582882455, + 0.38161256418500344, + 0.38170344749835866, + 0.38179410805893393, + 0.3818845456977394, + 0.38197476024617344, + 0.3820647515360229, + 0.3821545193994638, + 0.3822440636690617, + 0.3823333841777726, + 0.3824224807589426, + 0.3825113532463096, + 0.38260000147400286, + 0.38268842527654395, + 0.38277662448884714, + 0.38286459894622, + 0.3829523484843638, + 0.3830398729393742, + 0.38312717214774145, + 0.38321424594635134, + 0.38330109417248515, + 0.38338771666382077, + 0.3834741132584327, + 0.38356028379479284, + 0.3836462281117709, + 0.3837319460486349, + 0.38381743744505165, + 0.38390270214108735, + 0.383987739977208, + 0.3840725507942798, + 0.38415713443357, + 0.38424149073674696, + 0.38432561954588085, + 0.3844095207034443, + 0.3844931940523126, + 0.3845766394357642, + 0.38465985669748154, + 0.38474284568155126, + 0.38482560623246465, + 0.3849081381951183, + 0.3849904414148145, + 0.38507251573726164, + 0.3851543610085749, + 0.3852359770752766, + 0.38531736378429676, + 0.38539852098297334, + 0.38547944851905297, + 0.3855601462406914, + 0.38564061399645383, + 0.3857208516353156, + 0.3858008590066624, + 0.385880635960291, + 0.3859601823464095, + 0.38603949801563797, + 0.3861185828190088, + 0.3861974366079672, + 0.3862760592343717, + 0.38635445055049467, + 0.38643261040902255, + 0.38651053866305657, + 0.386588235166113, + 0.38666569977212395, + 0.3867429323354372, + 0.38681993271081744, + 0.386896700753446, + 0.38697323631892205, + 0.38704953926326213, + 0.3871256094429015, + 0.387201446714694, + 0.38727705093591275, + 0.3873524219642506, + 0.38742755965782055, + 0.38750246387515597, + 0.38757713447521147, + 0.38765157131736283, + 0.38772577426140814, + 0.38779974316756743, + 0.3878734778964837, + 0.3879469783092232, + 0.3880202442672757, + 0.38809327563255513, + 0.38816607226739985, + 0.3882386340345733, + 0.38831096079726424, + 0.3883830524190872, + 0.3884549087640829, + 0.388526529696719, + 0.3885979150818899, + 0.38866906478491775, + 0.3887399786715525, + 0.3888106566079726, + 0.38888109846078517, + 0.38895130409702655, + 0.38902127338416276, + 0.38909100619008985, + 0.3891605023831342, + 0.38922976183205327, + 0.38929878440603555, + 0.38936756997470146, + 0.3894361184081034, + 0.3895044295767262, + 0.3895725033514878, + 0.3896403396037394, + 0.3897079382052658, + 0.3897752990282861, + 0.38984242194545393, + 0.38990930682985775, + 0.38997595355502135, + 0.39004236199490444, + 0.3901085320239027, + 0.39017446351684837, + 0.39024015634901066, + 0.39030561039609607, + 0.39037082553424873, + 0.3904358016400511, + 0.39050053859052386, + 0.39056503626312683, + 0.39062929453575873, + 0.3906933132867584, + 0.3907570923949042, + 0.39082063173941545, + 0.39088393119995174, + 0.3909469906566143, + 0.39100980998994556, + 0.3910723890809301, + 0.39113472781099473, + 0.39119682606200895, + 0.39125868371628525, + 0.3913203006565797, + 0.391381676766092, + 0.39144281192846614, + 0.39150370602779055, + 0.3915643589485987, + 0.39162477057586914, + 0.39168494079502625, + 0.3917448694919402, + 0.39180455655292773, + 0.39186400186475207, + 0.3919232053146236, + 0.3919821667902002, + 0.3920408861795875, + 0.3920993633713392, + 0.39215759825445756, + 0.3922155907183936, + 0.39227334065304775, + 0.39233084794876955, + 0.3923881124963589, + 0.39244513418706556, + 0.3925019129125902, + 0.392558448565084, + 0.3926147410371497, + 0.39267079022184165, + 0.392726596012666, + 0.39278215830358115, + 0.3928374769889982, + 0.3928925519637812, + 0.3929473831232475, + 0.393001970363168, + 0.39305631357976745, + 0.393110412669725, + 0.3931642675301744, + 0.3932178780587044, + 0.3932712441533586, + 0.3933243657126367, + 0.39337724263549384, + 0.39342987482134173, + 0.39348226217004834, + 0.39353440458193867, + 0.3935863019577948, + 0.3936379541988563, + 0.3936893612068204, + 0.39374052288384276, + 0.39379143913253717, + 0.3938421098559762, + 0.3938925349576915, + 0.39394271434167405, + 0.3939926479123744, + 0.3940423355747032, + 0.39409177723403116, + 0.3941409727961897, + 0.39418992216747084, + 0.39423862525462816, + 0.3942870819648762, + 0.3943352922058916, + 0.3943832558858128, + 0.39443097291324064, + 0.3944784431972387, + 0.3945256666473332, + 0.3945726431735137, + 0.39461937268623326, + 0.3946658550964086, + 0.39471209031542054, + 0.3947580782551141, + 0.39480381882779914, + 0.39484931194625017, + 0.39489455752370695, + 0.3949395554738746, + 0.3949843057109242, + 0.3950288081494924, + 0.3950730627046825, + 0.39511706929206397, + 0.3951608278276734, + 0.3952043382280141, + 0.39524760041005697, + 0.39529061429124035, + 0.39533337978947053, + 0.39537589682312185, + 0.39541816531103696, + 0.3954601851725272, + 0.39550195632737284, + 0.3955434786958232, + 0.395584752198597, + 0.3956257767568827, + 0.3956665522923386, + 0.39570707872709304, + 0.39574735598374494, + 0.39578738398536367, + 0.3958271626554897, + 0.3958666919181344, + 0.3959059716977807, + 0.3959450019193829, + 0.3959837825083675, + 0.3960223133906328, + 0.3960605944925495, + 0.3960986257409609, + 0.396136407063183, + 0.3961739383870048, + 0.3962112196406889, + 0.3962482507529709, + 0.39628503165306034, + 0.3963215622706407, + 0.39635784253586953, + 0.3963938723793789, + 0.3964296517322753, + 0.3964651805261402, + 0.39650045869302997, + 0.3965354861654764, + 0.39657026287648656, + 0.3966047887595433, + 0.39663906374860536, + 0.39667308777810767, + 0.39670686078296125, + 0.3967403826985539, + 0.3967736534607499, + 0.3968066730058907, + 0.39683944127079473, + 0.3968719581927578, + 0.3969042237095532, + 0.39693623775943215, + 0.39696800028112356, + 0.39699951121383453, + 0.3970307704972506, + 0.3970617780715358, + 0.3970925338773327, + 0.39712303785576286, + 0.3971532899484271, + 0.3971832900974051, + 0.39721303824525644, + 0.3972425343350201, + 0.3972717783102148, + 0.3973007701148395, + 0.39732950969337316, + 0.3973579969907751, + 0.3973862319524853, + 0.39741421452442427, + 0.3974419446529936, + 0.39746942228507565, + 0.39749664736803425, + 0.39752361984971457, + 0.39755033967844317, + 0.3975768068030286, + 0.3976030211727609, + 0.39762898273741265, + 0.39765469144723825, + 0.39768014725297457, + 0.39770535010584096, + 0.39773029995753967, + 0.3977549967602554, + 0.39777944046665614, + 0.39780363102989297, + 0.39782756840360006, + 0.39785125254189524, + 0.39787468339937976, + 0.39789786093113866, + 0.39792078509274087, + 0.3979434558402393, + 0.39796587313017107, + 0.3979880369195573, + 0.398009947165904, + 0.3980316038272013, + 0.3980530068619244, + 0.3980741562290331, + 0.3980950518879721, + 0.3981156937986714, + 0.3981360819215461, + 0.39815621621749664, + 0.3981760966479089, + 0.3981957231746544, + 0.39821509576009045, + 0.39823421436706, + 0.39825307895889217, + 0.398271689499402, + 0.3982900459528907, + 0.39830814828414585, + 0.3983259964584415, + 0.39834359044153805, + 0.3983609301996827, + 0.3983780156996093, + 0.39839484690853855, + 0.3984114237941781, + 0.3984277463247228, + 0.3984438144688543, + 0.398459628195742, + 0.3984751874750421, + 0.3984904922768988, + 0.3985055425719435, + 0.39852033833129524, + 0.398534879526561, + 0.39854916612983543, + 0.39856319811370117, + 0.39857697545122867, + 0.3985904981159768, + 0.3986037660819924, + 0.39861677932381046, + 0.39862953781645455, + 0.39864204153543653, + 0.39865429045675677, + 0.39866628455690417, + 0.39867802381285633, + 0.39868950820207955, + 0.3987007377025289, + 0.3987117122926484, + 0.39872243195137097, + 0.39873289665811845, + 0.39874310639280175, + 0.39875306113582104, + 0.3987627608680656, + 0.3987722055709139, + 0.39878139522623385, + 0.3987903298163827, + 0.3987990093242069, + 0.39880743373304284, + 0.398815603026716, + 0.39882351718954173, + 0.39883117620632486, + 0.39883858006236, + 0.3988457287434314, + 0.39885262223581325, + 0.39885926052626935, + 0.3988656436020536, + 0.3988717714509096, + 0.39887764406107096, + 0.3988832614212613, + 0.39888862352069426, + 0.3988937303490736, + 0.398898581896593, + 0.39890317815393633, + 0.3989075191122777, + 0.39891160476328125, + 0.3989154350991014, + 0.39891901011238284, + 0.3989223297962604, + 0.3989253941443593, + 0.39892820315079497, + 0.39893075681017315, + 0.39893305511759, + 0.3989350980686319, + 0.3989368856593758, + 0.3989384178863887, + 0.3989396947467282, + 0.39894071623794225, + 0.39894148235806925, + 0.398941993105638, + 0.3989422484796675, + 0.3989422484796675, + 0.398941993105638, + 0.39894148235806925, + 0.39894071623794225, + 0.3989396947467282, + 0.3989384178863887, + 0.3989368856593758, + 0.3989350980686319, + 0.39893305511759, + 0.39893075681017315, + 0.39892820315079497, + 0.3989253941443593, + 0.3989223297962604, + 0.39891901011238284, + 0.3989154350991014, + 0.39891160476328125, + 0.3989075191122777, + 0.39890317815393633, + 0.398898581896593, + 0.3988937303490736, + 0.39888862352069426, + 0.3988832614212613, + 0.39887764406107096, + 0.3988717714509096, + 0.3988656436020536, + 0.39885926052626935, + 0.39885262223581325, + 0.3988457287434314, + 0.39883858006236, + 0.39883117620632486, + 0.39882351718954173, + 0.398815603026716, + 0.39880743373304284, + 0.3987990093242069, + 0.3987903298163827, + 0.39878139522623385, + 0.3987722055709139, + 0.3987627608680656, + 0.39875306113582104, + 0.39874310639280175, + 0.39873289665811845, + 0.39872243195137097, + 0.3987117122926484, + 0.3987007377025289, + 0.39868950820207955, + 0.39867802381285633, + 0.39866628455690417, + 0.39865429045675677, + 0.39864204153543653, + 0.39862953781645455, + 0.39861677932381046, + 0.3986037660819924, + 0.3985904981159768, + 0.39857697545122867, + 0.39856319811370117, + 0.39854916612983543, + 0.398534879526561, + 0.39852033833129524, + 0.3985055425719435, + 0.3984904922768988, + 0.3984751874750421, + 0.398459628195742, + 0.3984438144688543, + 0.3984277463247228, + 0.3984114237941781, + 0.39839484690853855, + 0.3983780156996093, + 0.3983609301996827, + 0.39834359044153805, + 0.3983259964584415, + 0.39830814828414585, + 0.39829004595289064, + 0.398271689499402, + 0.39825307895889217, + 0.39823421436706, + 0.39821509576009045, + 0.3981957231746544, + 0.3981760966479089, + 0.3981562162174966, + 0.3981360819215461, + 0.3981156937986714, + 0.39809505188797206, + 0.3980741562290331, + 0.3980530068619244, + 0.3980316038272013, + 0.398009947165904, + 0.3979880369195573, + 0.39796587313017107, + 0.3979434558402393, + 0.39792078509274087, + 0.39789786093113866, + 0.39787468339937976, + 0.39785125254189524, + 0.39782756840360006, + 0.3978036310298929, + 0.39777944046665614, + 0.3977549967602554, + 0.39773029995753967, + 0.39770535010584096, + 0.39768014725297457, + 0.39765469144723825, + 0.39762898273741265, + 0.3976030211727609, + 0.3975768068030286, + 0.39755033967844317, + 0.39752361984971457, + 0.39749664736803425, + 0.39746942228507565, + 0.3974419446529936, + 0.39741421452442427, + 0.3973862319524853, + 0.3973579969907751, + 0.39732950969337316, + 0.3973007701148395, + 0.3972717783102148, + 0.3972425343350201, + 0.39721303824525644, + 0.3971832900974051, + 0.397153289948427, + 0.39712303785576286, + 0.3970925338773327, + 0.3970617780715358, + 0.3970307704972506, + 0.39699951121383453, + 0.39696800028112356, + 0.3969362377594321, + 0.3969042237095532, + 0.3968719581927578, + 0.39683944127079473, + 0.3968066730058907, + 0.3967736534607499, + 0.3967403826985539, + 0.39670686078296125, + 0.39667308777810767, + 0.39663906374860536, + 0.3966047887595433, + 0.39657026287648656, + 0.3965354861654764, + 0.39650045869302997, + 0.3964651805261402, + 0.3964296517322753, + 0.3963938723793789, + 0.39635784253586953, + 0.3963215622706407, + 0.39628503165306034, + 0.3962482507529709, + 0.3962112196406889, + 0.3961739383870048, + 0.3961364070631829, + 0.39609862574096083, + 0.39606059449254943, + 0.3960223133906328, + 0.3959837825083675, + 0.3959450019193829, + 0.39590597169778063, + 0.3958666919181344, + 0.3958271626554897, + 0.39578738398536367, + 0.39574735598374494, + 0.39570707872709304, + 0.39566655229233855, + 0.3956257767568827, + 0.395584752198597, + 0.3955434786958232, + 0.3955019563273728, + 0.3954601851725272, + 0.39541816531103696, + 0.39537589682312185, + 0.39533337978947053, + 0.39529061429124035, + 0.39524760041005697, + 0.3952043382280141, + 0.39516082782767337, + 0.39511706929206397, + 0.3950730627046825, + 0.3950288081494924, + 0.39498430571092413, + 0.3949395554738746, + 0.39489455752370695, + 0.39484931194625017, + 0.39480381882779914, + 0.39475807825511405, + 0.39471209031542054, + 0.3946658550964086, + 0.39461937268623326, + 0.3945726431735137, + 0.3945256666473332, + 0.3944784431972387, + 0.39443097291324064, + 0.39438325588581274, + 0.3943352922058916, + 0.3942870819648762, + 0.3942386252546281, + 0.39418992216747084, + 0.3941409727961897, + 0.39409177723403116, + 0.3940423355747032, + 0.39399264791237437, + 0.39394271434167405, + 0.3938925349576915, + 0.3938421098559762, + 0.3937914391325371, + 0.39374052288384276, + 0.3936893612068204, + 0.3936379541988563, + 0.39358630195779476, + 0.39353440458193867, + 0.39348226217004834, + 0.39342987482134173, + 0.3933772426354938, + 0.3933243657126367, + 0.3932712441533586, + 0.39321787805870434, + 0.3931642675301744, + 0.393110412669725, + 0.39305631357976745, + 0.393001970363168, + 0.3929473831232475, + 0.3928925519637812, + 0.3928374769889982, + 0.3927821583035811, + 0.3927265960126659, + 0.39267079022184165, + 0.39261474103714966, + 0.39255844856508393, + 0.39250191291259007, + 0.39244513418706556, + 0.3923881124963589, + 0.39233084794876955, + 0.39227334065304764, + 0.3922155907183936, + 0.39215759825445756, + 0.39209936337133916, + 0.39204088617958743, + 0.3919821667902002, + 0.39192320531462355, + 0.391864001864752, + 0.39180455655292773, + 0.3917448694919402, + 0.39168494079502625, + 0.39162477057586914, + 0.3915643589485987, + 0.39150370602779055, + 0.3914428119284661, + 0.3913816767660919, + 0.3913203006565797, + 0.39125868371628525, + 0.3911968260620089, + 0.3911347278109947, + 0.3910723890809301, + 0.39100980998994556, + 0.39094699065661426, + 0.39088393119995174, + 0.39082063173941545, + 0.3907570923949042, + 0.3906933132867583, + 0.3906292945357587, + 0.39056503626312683, + 0.39050053859052386, + 0.3904358016400511, + 0.39037082553424873, + 0.39030561039609607, + 0.39024015634901066, + 0.3901744635168483, + 0.39010853202390267, + 0.39004236199490444, + 0.38997595355502135, + 0.3899093068298577, + 0.3898424219454539, + 0.3897752990282861, + 0.3897079382052658, + 0.38964033960373934, + 0.3895725033514878, + 0.3895044295767262, + 0.3894361184081034, + 0.3893675699747014, + 0.3892987844060355, + 0.38922976183205327, + 0.3891605023831342, + 0.3890910061900898, + 0.38902127338416276, + 0.38895130409702655, + 0.38888109846078517, + 0.38881065660797254, + 0.38873997867155247, + 0.38866906478491775, + 0.3885979150818899, + 0.38852652969671897, + 0.3884549087640829, + 0.3883830524190872, + 0.38831096079726424, + 0.38823863403457326, + 0.38816607226739985, + 0.38809327563255513, + 0.3880202442672757, + 0.3879469783092232, + 0.3878734778964837, + 0.38779974316756743, + 0.3877257742614081, + 0.3876515713173628, + 0.38757713447521136, + 0.38750246387515597, + 0.38742755965782055, + 0.38735242196425057, + 0.3872770509359127, + 0.387201446714694, + 0.3871256094429014, + 0.3870495392632621, + 0.38697323631892194, + 0.386896700753446, + 0.3868199327108174, + 0.38674293233543716, + 0.38666569977212395, + 0.386588235166113, + 0.3865105386630565, + 0.3864326104090225, + 0.38635445055049467, + 0.3862760592343717, + 0.3861974366079671, + 0.38611858281900874, + 0.38603949801563797, + 0.3859601823464095, + 0.385880635960291, + 0.38580085900666233, + 0.3857208516353156, + 0.38564061399645383, + 0.38556014624069135, + 0.3854794485190529, + 0.38539852098297334, + 0.38531736378429676, + 0.3852359770752766, + 0.38515436100857486, + 0.38507251573726164, + 0.3849904414148145, + 0.38490813819511827, + 0.3848256062324646, + 0.38474284568155126, + 0.38465985669748154, + 0.38457663943576414, + 0.3844931940523125, + 0.3844095207034443, + 0.38432561954588085, + 0.3842414907367469, + 0.38415713443356997, + 0.3840725507942798, + 0.383987739977208, + 0.3839027021410873, + 0.3838174374450516, + 0.3837319460486349, + 0.3836462281117709, + 0.3835602837947928, + 0.38347411325843267, + 0.38338771666382077, + 0.38330109417248515, + 0.3832142459463513, + 0.3831271721477414, + 0.3830398729393742, + 0.3829523484843638, + 0.38286459894621994, + 0.3827766244888471, + 0.38268842527654395, + 0.38260000147400286, + 0.3825113532463096, + 0.3824224807589426, + 0.3823333841777726, + 0.3822440636690617, + 0.38215451939946377, + 0.3820647515360228, + 0.38197476024617344, + 0.3818845456977394, + 0.3817941080589339, + 0.3817034474983586, + 0.38161256418500344, + 0.38152145828824546, + 0.3814301299778491, + 0.3813385794239651, + 0.38124680679713036, + 0.3811548122682668, + 0.3810625960086817, + 0.3809701581900664, + 0.38087749898449635, + 0.38078461856442986, + 0.3806915171027084, + 0.38059819477255546, + 0.38050465174757647, + 0.3804108882017576, + 0.3803169043094661, + 0.38022270024544896, + 0.3801282761848328, + 0.38003363230312326, + 0.37993876877620436, + 0.3798436857803383, + 0.37974838349216405, + 0.379652862088698, + 0.3795571217473324, + 0.3794611626458356, + 0.3793649849623507, + 0.37926858887539555, + 0.37917197456386226, + 0.37907514220701627, + 0.37897809198449584, + 0.37888082407631196, + 0.37878333866284714, + 0.37868563592485555, + 0.3785877160434616, + 0.37848957920016024, + 0.378391225576816, + 0.37829265535566237, + 0.37819386871930105, + 0.37809486585070223, + 0.37799564693320303, + 0.37789621215050767, + 0.3777965616866862, + 0.3776966957261746, + 0.3775966144537739, + 0.3774963180546497, + 0.3773958067143313, + 0.3772950806187117, + 0.37719413995404644, + 0.3770929849069536, + 0.3769916156644124, + 0.3768900324137637, + 0.3767882353427085, + 0.376686224639308, + 0.3765840004919823, + 0.3764815630895108, + 0.3763789126210307, + 0.3762760492760371, + 0.3761729732443817, + 0.3760696847162731, + 0.3759661838822755, + 0.3758624709333085, + 0.37575854606064607, + 0.37565440945591666, + 0.375550061311102, + 0.37544550181853703, + 0.37534073117090844, + 0.37523574956125516, + 0.3751305571829671, + 0.3750251542297848, + 0.3749195408957985, + 0.374813717375448, + 0.3747076838635219, + 0.374601440555157, + 0.3744949876458373, + 0.37438832533139416, + 0.37428145380800515, + 0.37417437327219377, + 0.3740670839208283, + 0.373959585951122, + 0.3738518795606319, + 0.3737439649472584, + 0.37363584230924457, + 0.3735275118451758, + 0.37341897375397876, + 0.3733102282349215, + 0.37320127548761184, + 0.3730921157119976, + 0.3729827491083656, + 0.3728731758773415, + 0.3727633962198881, + 0.37265341033730603, + 0.37254321843123267, + 0.37243282070364087, + 0.37232221735683924, + 0.37221140859347124, + 0.3721003946165144, + 0.3719891756292797, + 0.37187775183541116, + 0.3717661234388852, + 0.37165429064400995, + 0.3715422536554243, + 0.37143001267809794, + 0.3713175679173301, + 0.3712049195787497, + 0.3710920678683134, + 0.3709790129923065, + 0.3708657551573415, + 0.37075229457035747, + 0.37063863143861947, + 0.370524765969718, + 0.3704106983715686, + 0.3702964288524108, + 0.37018195762080763, + 0.370067284885645, + 0.3699524108561312, + 0.3698373357417962, + 0.3697220597524906, + 0.3696065830983858, + 0.36949090598997264, + 0.3693750286380613, + 0.36925895125377994, + 0.369142674048575, + 0.36902619723420976, + 0.36890952102276436, + 0.3687926456266343, + 0.3686755712585307, + 0.3685582981314791, + 0.3684408264588193, + 0.36832315645420377, + 0.3682052883315982, + 0.36808722230528, + 0.36796895858983814, + 0.3678504974001719, + 0.3677318389514909, + 0.36761298345931426, + 0.3674939311394697, + 0.3673746822080929, + 0.36725523688162715, + 0.36713559537682255, + 0.3670157579107354, + 0.3668957247007272, + 0.36677549596446435, + 0.36665507191991775, + 0.3665344527853615, + 0.36641363877937255, + 0.36629263012083, + 0.3661714270289148, + 0.36605002972310857, + 0.3659284384231929, + 0.3658066533492493, + 0.36568467472165783, + 0.36556250276109736, + 0.36544013768854355, + 0.36531757972526935, + 0.36519482909284395, + 0.36507188601313223, + 0.36494875070829336, + 0.36482542340078145, + 0.3647019043133437, + 0.36457819366902067, + 0.36445429169114435, + 0.36433019860333904, + 0.3642059146295195, + 0.3640814399938909, + 0.36395677492094775, + 0.3638319196354735, + 0.36370687436253973, + 0.36358163932750587, + 0.36345621475601747, + 0.3633306008740068, + 0.3632047979076916, + 0.363078806083574, + 0.36295262562844066, + 0.3628262567693614, + 0.36269969973368915, + 0.36257295474905843, + 0.36244602204338544, + 0.36231890184486715, + 0.3621915943819806, + 0.36206409988348176, + 0.36193641857840575, + 0.3618085506960655, + 0.3616804964660512, + 0.3615522561182296, + 0.3614238298827435, + 0.3612952179900109, + 0.36116642067072446, + 0.36103743815585027, + 0.3609082706766281, + 0.36077891846456994, + 0.36064938175145983, + 0.36051966076935243, + 0.3603897557505732, + 0.36025966692771727, + 0.36012939453364884, + 0.3599989388015, + 0.3598682999646711, + 0.3597374782568291, + 0.3596064739119074, + 0.3594752871641046, + 0.3593439182478844, + 0.3592123673979747, + 0.359080634849367, + 0.358948720837315, + 0.3588166255973349, + 0.3586843493652044, + 0.3585518923769617, + 0.3584192548689047, + 0.3582864370775908, + 0.35815343923983617, + 0.3580202615927146, + 0.3578869043735569, + 0.35775336781995065, + 0.35761965216973896, + 0.35748575766102036, + 0.35735168453214705, + 0.3572174330217254, + 0.3570830033686146, + 0.35694839581192617, + 0.35681361059102273, + 0.3566786479455182, + 0.35654350811527624, + 0.35640819134041035, + 0.35627269786128213, + 0.35613702791850155, + 0.3560011817529257, + 0.35586515960565857, + 0.35572896171804924, + 0.35559258833169266, + 0.3554560396884278, + 0.35531931603033773, + 0.35518241759974784, + 0.3550453446392264, + 0.35490809739158297, + 0.35477067609986823, + 0.35463308100737256, + 0.354495312357626, + 0.3543573703943974, + 0.3542192553616935, + 0.35408096750375817, + 0.3539425070650721, + 0.35380387429035143, + 0.35366506942454806, + 0.35352609271284735, + 0.35338694440066926, + 0.3532476247336662, + 0.35310813395772284, + 0.3529684723189554, + 0.35282864006371106, + 0.35268863743856704, + 0.3525484646903295, + 0.3524081220660337, + 0.3522676098129427, + 0.3521269281785468, + 0.35198607741056215, + 0.35184505775693153, + 0.3517038694658221, + 0.3515625127856258, + 0.3514209879649574, + 0.3512792952526551, + 0.3511374348977791, + 0.35099540714961097, + 0.3508532122576525, + 0.350710850471626, + 0.3505683220414726, + 0.3504256272173522, + 0.350282766249642, + 0.3501397393889365, + 0.3499965468860464, + 0.34985318899199813, + 0.3497096659580325, + 0.34956597803560463, + 0.3494221254763832, + 0.34927810853224933, + 0.3491339274552957, + 0.34898958249782663, + 0.3488450739123566, + 0.3487004019516101, + 0.34855556686851996, + 0.3484105689162277, + 0.3482654083480822, + 0.3481200854176393, + 0.34797460037866024, + 0.3478289534851121, + 0.34768314499116637, + 0.3475371751511985, + 0.3473910442197864, + 0.3472447524517109, + 0.34709830010195425, + 0.34695168742569976, + 0.3468049146783303, + 0.3466579821154286, + 0.3465108899927758, + 0.34636363856635144, + 0.34621622809233127, + 0.3460686588270882, + 0.34592093102719074, + 0.34577304494940236, + 0.3456250008506802, + 0.3454767989881755, + 0.345328439619232, + 0.34517992300138545, + 0.34503124939236257, + 0.34488241905008094, + 0.34473343223264774, + 0.3445842891983593, + 0.34443499020569973, + 0.34428553551334123, + 0.3441359253801426, + 0.34398616006514876, + 0.34383623982758943, + 0.3436861649268795, + 0.3435359356226173, + 0.34338555217458466, + 0.343235014842745, + 0.34308432388724375, + 0.34293347956840725, + 0.34278248214674195, + 0.34263133188293304, + 0.3424800290378451, + 0.34232857387252, + 0.3421769666481768, + 0.34202520762621114, + 0.3418732970681939, + 0.34172123523587133, + 0.3415690223911631, + 0.34141665879616273, + 0.3412641447131362, + 0.3411114804045215, + 0.3409586661329273, + 0.340805702161133, + 0.34065258875208754, + 0.340499326168909, + 0.34034591467488273, + 0.34019235453346225, + 0.3400386460082675, + 0.3398847893630843, + 0.33973078486186314, + 0.33957663276871947, + 0.33942233334793204, + 0.33926788686394277, + 0.33911329358135506, + 0.3389585537649342, + 0.33880366767960607, + 0.3386486355904563, + 0.3384934577627294, + 0.3383381344618285, + 0.33818266595331425, + 0.3380270525029045, + 0.3378712943764724, + 0.33771539184004706, + 0.3375593451598121, + 0.3374031546021051, + 0.3372468204334161, + 0.33709034292038814, + 0.33693372232981555, + 0.3367769589286438, + 0.3366200529839677, + 0.33646300476303215, + 0.33630581453323016, + 0.3361484825621031, + 0.33599100911733853, + 0.335833394466771, + 0.33567563887838037, + 0.3355177426202915, + 0.33535970596077275, + 0.33520152916823637, + 0.3350432125112368, + 0.3348847562584707, + 0.33472616067877486, + 0.3345674260411272, + 0.3344085526146448, + 0.33424954066858376, + 0.3340903904723375, + 0.33393110229543743, + 0.3337716764075511, + 0.3336121130784821, + 0.3334524125781683, + 0.3332925751766826, + 0.3331326011442309, + 0.33297249075115215, + 0.3328122442679167, + 0.3326518619651267, + 0.33249134411351433, + 0.33233069098394197, + 0.3321699028474002, + 0.3320089799750083, + 0.3318479226380128, + 0.3316867311077873, + 0.33152540565583044, + 0.3313639465537667, + 0.3312023540733449, + 0.3310406284864375, + 0.3308787700650393, + 0.33071677908126795, + 0.33055465580736226, + 0.33039240051568125, + 0.3302300134787044, + 0.3300674949690299, + 0.32990484525937464, + 0.32974206462257244, + 0.3295791533315747, + 0.32941611165944845, + 0.3292529398793764, + 0.3290896382646553, + 0.32892620708869613, + 0.3287626466250228, + 0.3285989571472717, + 0.3284351389291902, + 0.328271192244637, + 0.32810711736758075, + 0.3279429145720994, + 0.32777858413237887, + 0.3276141263227136, + 0.32744954141750454, + 0.3272848296912593, + 0.3271199914185904, + 0.3269550268742155, + 0.3267899363329562, + 0.32662472006973753, + 0.32645937835958627, + 0.3262939114776316, + 0.3261283196991035, + 0.32596260329933213, + 0.32579676255374673, + 0.3256307977378758, + 0.32546470912734543, + 0.3252984969978792, + 0.3251321616252965, + 0.32496570328551305, + 0.324799122254539, + 0.3246324188084792, + 0.3244655932235312, + 0.3242986457759856, + 0.324131576742225, + 0.3239643863987231, + 0.32379707502204347, + 0.32362964288883994, + 0.32346209027585493, + 0.32329441745991927, + 0.3231266247179505, + 0.32295871232695333, + 0.3227906805640183, + 0.32262252970632094, + 0.3224542600311208, + 0.32228587181576157, + 0.3221173653376696, + 0.32194874087435327, + 0.32177999870340207, + 0.3216111391024865, + 0.3214421623493567, + 0.3212730687218419, + 0.3211038584978494, + 0.3209345319553645, + 0.320765089372449, + 0.32059553102724114, + 0.3204258571979539, + 0.32025606816287516, + 0.32008616420036673, + 0.3199161455888634, + 0.31974601260687197, + 0.319575765532971, + 0.31940540464581, + 0.31923493022410865, + 0.3190643425466552, + 0.3188936418923072, + 0.3187228285399896, + 0.31855190276869494, + 0.3183808648574811, + 0.31820971508547236, + 0.31803845373185774, + 0.3178670810758895, + 0.3176955973968842, + 0.31752400297422034, + 0.3173522980873387, + 0.31718048301574053, + 0.3170085580389878, + 0.3168365234367019, + 0.3166643794885633, + 0.31649212647430985, + 0.3163197646737374, + 0.3161472943666981, + 0.31597471583310016, + 0.31580202935290624, + 0.3156292352061339, + 0.3154563336728541, + 0.31528332503319095, + 0.3151102095673198, + 0.3149369875554682, + 0.31476365927791394, + 0.31459022501498485, + 0.3144166850470574, + 0.3142430396545569, + 0.3140692891179562, + 0.31389543371777495, + 0.31372147373457865, + 0.3135474094489787, + 0.31337324114163073, + 0.31319896909323475, + 0.3130245935845332, + 0.3128501148963116, + 0.3126755333093967, + 0.3125008491046567, + 0.31232606256299916, + 0.3121511739653719, + 0.311976183592761, + 0.31180109172619086, + 0.3116258986467224, + 0.3114506046354537, + 0.3112752099735185, + 0.3110997149420854, + 0.31092411982235696, + 0.3107484248955698, + 0.310572630442993, + 0.3103967367459281, + 0.3102207440857071, + 0.3100446527436934, + 0.30986846300127985, + 0.3096921751398888, + 0.3095157894409701, + 0.3093393061860019, + 0.30916272565648933, + 0.30898604813396346, + 0.30880927389998036, + 0.30863240323612134, + 0.30845543642399154, + 0.3082783737452194, + 0.3081012154814553, + 0.30792396191437194, + 0.30774661332566283, + 0.3075691699970419, + 0.3073916322102422, + 0.3072140002470159, + 0.30703627438913333, + 0.3068584549183822, + 0.30668054211656626, + 0.3065025362655058, + 0.30632443764703604, + 0.30614624654300676, + 0.30596796323528086, + 0.3057895880057349, + 0.3056111211362574, + 0.30543256290874843, + 0.30525391360511855, + 0.30507517350728874, + 0.3048963428971892, + 0.30471742205675884, + 0.30453841126794395, + 0.30435931081269846, + 0.3041801209729828, + 0.30400084203076233, + 0.30382147426800826, + 0.30364201796669554, + 0.30346247340880306, + 0.3032828408763117, + 0.3031031206512052, + 0.3029233130154683, + 0.3027434182510867, + 0.30256343664004526, + 0.30238336846432873, + 0.30220321400592004, + 0.3020229735468, + 0.3018426473689461, + 0.30166223575433243, + 0.30148173898492864, + 0.3013011573426993, + 0.3011204911096027, + 0.3009397405675909, + 0.30075890599860866, + 0.3005779876845929, + 0.3003969859074712, + 0.3002159009491622, + 0.30003473309157425, + 0.2998534826166051, + 0.2996721498061401, + 0.2994907349420531, + 0.2993092383062046, + 0.2991276601804416, + 0.2989460008465961, + 0.2987642605864855, + 0.298582439681911, + 0.29840053841465763, + 0.2982185570664925, + 0.298036495919165, + 0.29785435525440607, + 0.29767213535392695, + 0.2974898364994187, + 0.2973074589725515, + 0.2971250030549742, + 0.29694246902831356, + 0.29675985717417264, + 0.2965771677741314, + 0.29639440110974535, + 0.29621155746254507, + 0.2960286371140347, + 0.29584564034569255, + 0.29566256743896946, + 0.29547941867528854, + 0.2952961943360438, + 0.2951128947026005, + 0.2949295200562937, + 0.2947460706784278, + 0.2945625468502754, + 0.2943789488530774, + 0.2941952769680419, + 0.29401153147634335, + 0.2938277126591218, + 0.29364382079748264, + 0.29345985617249565, + 0.29327581906519445, + 0.29309170975657495, + 0.29290752852759616, + 0.29272327565917833, + 0.2925389514322029, + 0.2923545561275109, + 0.29217009002590344, + 0.29198555340814036, + 0.29180094655493977, + 0.29161626974697663, + 0.29143152326488325, + 0.29124670738924774, + 0.2910618224006139, + 0.29087686857947964, + 0.29069184620629723, + 0.29050675556147243, + 0.290321596925363, + 0.29013637057827923, + 0.2899510768004824, + 0.28976571587218447, + 0.28958028807354685, + 0.2893947936846807, + 0.28920923298564527, + 0.28902360625644813, + 0.28883791377704315, + 0.28865215582733134, + 0.2884663326871593, + 0.2882804446363188, + 0.2880944919545457, + 0.2879084749215197, + 0.2877223938168638, + 0.2875362489201434, + 0.28735004051086493, + 0.28716376886847644, + 0.2869774342723662, + 0.28679103700186237, + 0.2866045773362313, + 0.28641805555467836, + 0.28623147193634635, + 0.2860448267603153, + 0.28585812030560076, + 0.28567135285115464, + 0.2854845246758634, + 0.28529763605854824, + 0.2851106872779632, + 0.2849236786127957, + 0.28473661034166553, + 0.2845494827431241, + 0.28436229609565306, + 0.2841750506776651, + 0.28398774676750216, + 0.2838003846434353, + 0.28361296458366336, + 0.28342548686631325, + 0.2832379517694386, + 0.2830503595710196, + 0.2828627105489614, + 0.2826750049810946, + 0.28248724314517404, + 0.28229942531887825, + 0.28211155177980807, + 0.2819236228054874, + 0.2817356386733615, + 0.28154759966079673, + 0.28135950604507937, + 0.2811713581034157, + 0.28098315611293107, + 0.2807949003506692, + 0.28060659109359093, + 0.2804182286185749, + 0.2802298132024158, + 0.28004134512182427, + 0.2798528246534255, + 0.2796642520737596, + 0.27947562765928047, + 0.2792869516863552, + 0.27909822443126275, + 0.27890944617019464, + 0.2787206171792532, + 0.27853173773445183, + 0.2783428081117128, + 0.2781538285868686, + 0.2779647994356599, + 0.27777572093373576, + 0.27758659335665176, + 0.2773974169798708, + 0.27720819207876174, + 0.277018918928599, + 0.27682959780456096, + 0.276640228981731, + 0.2764508127350959, + 0.27626134933954455, + 0.2760718390698688, + 0.2758822822007619, + 0.275692679006818, + 0.27550302976253116, + 0.27531333474229575, + 0.2751235942204048, + 0.27493380847105, + 0.2747439777683202, + 0.27455410238620215, + 0.2743641825985787, + 0.2741742186792288, + 0.2739842109018261, + 0.2737941595399396, + 0.2736040648670318, + 0.27341392715645907, + 0.2732237466814697, + 0.2730335237152049, + 0.27284325853069685, + 0.27265295140086926, + 0.272462602598535, + 0.2722722123963976, + 0.272081781067049, + 0.27189130888297014, + 0.2717007961165287, + 0.2715102430399804, + 0.27131964992546725, + 0.27112901704501724, + 0.2709383446705432, + 0.27074763307384314, + 0.27055688252659893, + 0.2703660933003762, + 0.27017526566662275, + 0.26998439989666917, + 0.2697934962617276, + 0.2696025550328912, + 0.269411576481133, + 0.2692205608773065, + 0.2690295084921441, + 0.26883841959625693, + 0.2686472944601336, + 0.26845613335414054, + 0.26826493654852085, + 0.26807370431339395, + 0.26788243691875413, + 0.2676911346344713, + 0.2674997977302896, + 0.2673084264758269, + 0.2671170211405738, + 0.2669255819938938, + 0.26673410930502256, + 0.2665426033430668, + 0.2663510643770038, + 0.26615949267568134, + 0.26596788850781666, + 0.2657762521419962, + 0.26558458384667394, + 0.2653928838901726, + 0.2652011525406817, + 0.26500939006625757, + 0.26481759673482186, + 0.26462577281416244, + 0.2644339185719316, + 0.26424203427564624, + 0.26405012019268626, + 0.26385817659029526, + 0.263666203735579, + 0.26347420189550547, + 0.26328217133690346, + 0.2630901123264629, + 0.2628980251307338, + 0.2627059100161259, + 0.2625137672489074, + 0.26232159709520547, + 0.26212939982100514, + 0.2619371756921481, + 0.2617449249743333, + 0.2615526479331157, + 0.26136034483390597, + 0.26116801594196903, + 0.2609756615224249, + 0.26078328184024724, + 0.26059087716026313, + 0.26039844774715176, + 0.26020599386544496, + 0.26001351577952597, + 0.2598210137536293, + 0.2596284880518391, + 0.25943593893809, + 0.2592433666761659, + 0.25905077152969935, + 0.25885815376217064, + 0.25866551363690826, + 0.25847285141708737, + 0.25828016736573, + 0.2580874617457035, + 0.25789473481972097, + 0.25770198685034035, + 0.2575092180999638, + 0.2573164288308369, + 0.2571236193050485, + 0.2569307897845304, + 0.25673794053105603, + 0.2565450718062402, + 0.2563521838715389, + 0.25615927698824864, + 0.2559663514175057, + 0.255773407420285, + 0.255580445257401, + 0.255387465189506, + 0.25519446747709035, + 0.25500145238048066, + 0.2548084201598408, + 0.2546153710751704, + 0.2544223053863049, + 0.254229223352914, + 0.25403612523450225, + 0.25384301129040815, + 0.2536498817798034, + 0.2534567369616922, + 0.2532635770949113, + 0.25307040243812917, + 0.2528772132498456, + 0.25268400978839034, + 0.25249079231192395, + 0.2522975610784363, + 0.25210431634574665, + 0.251911058371502, + 0.2517177874131781, + 0.2515245037280777, + 0.2513312075733312, + 0.2511378992058943, + 0.2509445788825494, + 0.2507512468599041, + 0.25055790339439105, + 0.2503645487422665, + 0.25017118315961123, + 0.24997780690232901, + 0.24978442022614672, + 0.24959102338661274, + 0.24939761663909785, + 0.24920420023879378, + 0.24901077444071332, + 0.24881733949968862, + 0.24862389567037235, + 0.24843044320723592, + 0.24823698236456973, + 0.2480435133964817, + 0.24785003655689794, + 0.24765655209956175, + 0.2474630602780324, + 0.24726956134568587, + 0.2470760555557136, + 0.24688254316112232, + 0.2466890244147327, + 0.2464954995691802, + 0.2463019688769136, + 0.24610843259019508, + 0.24591489096109867, + 0.2457213442415112, + 0.245527792683131, + 0.24533423653746747, + 0.24514067605584025, + 0.24494711148937956, + 0.2447535430890251, + 0.244559971105526, + 0.24436639578943917, + 0.24417281739113053, + 0.24397923616077344, + 0.2437856523483485, + 0.24359206620364246, + 0.24339847797624897, + 0.2432048879155671, + 0.2430112962708014, + 0.24281770329096047, + 0.2426241092248579, + 0.2424305143211109, + 0.24223691882814005, + 0.24204332299416828, + 0.2418497270672214, + 0.24165613129512697, + 0.24146253592551414, + 0.24126894120581224, + 0.2410753473832519, + 0.24088175470486328, + 0.24068816341747643, + 0.2404945737677198, + 0.24030098600202093, + 0.2401074003666053, + 0.23991381710749632, + 0.2397202364705138, + 0.23952665870127493, + 0.2393330840451929, + 0.23913951274747702, + 0.23894594505313108, + 0.2387523812069544, + 0.23855882145354063, + 0.23836526603727734, + 0.23817171520234504, + 0.23797816919271794, + 0.23778462825216243, + 0.23759109262423742, + 0.23739756255229263, + 0.23720403827946973, + 0.2370105200487009, + 0.23681700810270878, + 0.23662350268400528, + 0.2364300040348922, + 0.23623651239746024, + 0.23604302801358867, + 0.2358495511249443, + 0.23565608197298205, + 0.23546262079894384, + 0.2352691678438585, + 0.2350757233485406, + 0.23488228755359106, + 0.23468886069939596, + 0.23449544302612663, + 0.23430203477373832, + 0.23410863618197086, + 0.23391524749034762, + 0.23372186893817534, + 0.23352850076454296, + 0.23333514320832233, + 0.23314179650816705, + 0.23294846090251242, + 0.23275513662957406, + 0.23256182392734903, + 0.23236852303361444, + 0.23217523418592653, + 0.23198195762162171, + 0.23178869357781487, + 0.23159544229139972, + 0.23140220399904748, + 0.23120897893720752, + 0.23101576734210638, + 0.23082256944974747, + 0.2306293854959102, + 0.2304362157161503, + 0.23024306034579914, + 0.23004991961996327, + 0.2298567937735235, + 0.22966368304113546, + 0.2294705876572286, + 0.229277507856006, + 0.22908444387144325, + 0.22889139593728935, + 0.22869836428706525, + 0.22850534915406398, + 0.22831235077134954, + 0.22811936937175753, + 0.22792640518789406, + 0.22773345845213575, + 0.22754052939662833, + 0.22734761825328773, + 0.22715472525379873, + 0.22696185062961494, + 0.22676899461195776, + 0.2265761574318169, + 0.22638333931994947, + 0.2261905405068799, + 0.22599776122289864, + 0.22580500169806306, + 0.22561226216219632, + 0.22541954284488727, + 0.2252268439754893, + 0.2250341657831212, + 0.22484150849666584, + 0.22464887234477043, + 0.22445625755584506, + 0.2242636643580637, + 0.22407109297936287, + 0.22387854364744197, + 0.22368601658976175, + 0.2234935120335452, + 0.22330103020577646, + 0.22310857133320108, + 0.22291613564232424, + 0.2227237233594121, + 0.22253133471049047, + 0.22233896992134478, + 0.2221466292175189, + 0.22195431282431619, + 0.22176202096679806, + 0.22156975386978406, + 0.22137751175785084, + 0.2211852948553329, + 0.2209931033863215, + 0.22080093757466443, + 0.22060879764396527, + 0.22041668381758395, + 0.2202245963186356, + 0.22003253536999073, + 0.21984050119427384, + 0.21964849401386463, + 0.21945651405089636, + 0.21926456152725649, + 0.21907263666458493, + 0.2188807396842752, + 0.2186888708074734, + 0.218497030255078, + 0.21830521824773869, + 0.2181134350058575, + 0.2179216807495876, + 0.21772995569883247, + 0.21753826007324673, + 0.21734659409223497, + 0.21715495797495196, + 0.2169633519403011, + 0.2167717762069359, + 0.21658023099325835, + 0.21638871651741906, + 0.21619723299731639, + 0.21600578065059692, + 0.21581435969465473, + 0.21562297034663122, + 0.21543161282341383, + 0.21524028734163733, + 0.21504899411768236, + 0.2148577333676756, + 0.2146665053074887, + 0.21447531015273902, + 0.21428414811878863, + 0.21409301942074435, + 0.21390192427345658, + 0.21371086289152033, + 0.21351983548927372, + 0.21332884228079868, + 0.2131378834799192, + 0.21294695930020258, + 0.21275606995495824, + 0.21256521565723782, + 0.21237439661983398, + 0.21218361305528127, + 0.21199286517585528, + 0.21180215319357237, + 0.21161147732018884, + 0.2114208377672016, + 0.21123023474584726, + 0.21103966846710215, + 0.21084913914168116, + 0.2106586469800386, + 0.21046819219236743, + 0.21027777498859876, + 0.21008739557840134, + 0.20989705417118215, + 0.20970675097608538, + 0.20951648620199242, + 0.209326260057521, + 0.20913607275102583, + 0.2089459244905978, + 0.20875581548406366, + 0.20856574593898547, + 0.20837571606266103, + 0.20818572606212313, + 0.20799577614413933, + 0.20780586651521127, + 0.2076159973815752, + 0.20742616894920124, + 0.20723638142379316, + 0.2070466350107876, + 0.20685692991535476, + 0.2066672663423974, + 0.20647764449655112, + 0.20628806458218296, + 0.2060985268033925, + 0.205909031364011, + 0.205719578467601, + 0.20553016831745574, + 0.20534080111659986, + 0.20515147706778833, + 0.2049621963735067, + 0.2047729592359698, + 0.20458376585712298, + 0.20439461643864082, + 0.20420551118192717, + 0.20401645028811452, + 0.20382743395806446, + 0.20363846239236702, + 0.2034495357913399, + 0.20326065435502916, + 0.20307181828320853, + 0.20288302777537906, + 0.20269428303076856, + 0.20250558424833215, + 0.20231693162675152, + 0.2021283253644348, + 0.2019397656595158, + 0.20175125270985453, + 0.20156278671303665, + 0.2013743678663733, + 0.20118599636690015, + 0.20099767241137834, + 0.20080939619629332, + 0.20062116791785534, + 0.20043298777199794, + 0.20024485595437932, + 0.20005677266038105, + 0.19986873808510836, + 0.19968075242338898, + 0.19949281586977421, + 0.19930492861853782, + 0.19911709086367635, + 0.19892930279890772, + 0.19874156461767264, + 0.1985538765131333, + 0.1983662386781737, + 0.19817865130539833, + 0.19799111458713353, + 0.19780362871542623, + 0.1976161938820441, + 0.19742881027847464, + 0.1972414780959261, + 0.1970541975253265, + 0.19686696875732365, + 0.19667979198228436, + 0.19649266739029528, + 0.1963055951711619, + 0.1961185755144087, + 0.1959316086092782, + 0.19574469464473188, + 0.19555783380944933, + 0.1953710262918281, + 0.19518427227998306, + 0.1949975719617471, + 0.19481092552467036, + 0.19462433315602018, + 0.1944377950427803, + 0.1942513113716517, + 0.1940648823290517, + 0.19387850810111407, + 0.19369218887368814, + 0.19350592483233967, + 0.19331971616234983, + 0.19313356304871565, + 0.19294746567614868, + 0.19276142422907627, + 0.19257543889164036, + 0.1923895098476979, + 0.19220363728081954, + 0.1920178213742911, + 0.191832062311112, + 0.19164636027399604, + 0.19146071544537, + 0.19127512800737487, + 0.19108959814186466, + 0.19090412603040696, + 0.19071871185428146, + 0.1905333557944815, + 0.19034805803171262, + 0.19016281874639307, + 0.1899776381186528, + 0.18979251632833422, + 0.18960745355499184, + 0.18942244997789112, + 0.1892375057760097, + 0.18905262112803636, + 0.18886779621237124, + 0.18868303120712487, + 0.18849832629011917, + 0.18831368163888662, + 0.18812909743067022, + 0.1879445738424228, + 0.1877601110508079, + 0.18757570923219874, + 0.18739136856267868, + 0.18720708921804008, + 0.18702287137378532, + 0.18683871520512585, + 0.1866546208869827, + 0.18647058859398496, + 0.18628661850047143, + 0.18610271078048915, + 0.18591886560779408, + 0.18573508315584977, + 0.18555136359782867, + 0.185367707106611, + 0.1851841138547851, + 0.1850005840146464, + 0.1848171177581986, + 0.18463371525715258, + 0.18445037668292674, + 0.18426710220664597, + 0.1840838919991427, + 0.1839007462309562, + 0.18371766507233242, + 0.1835346486932234, + 0.18335169726328807, + 0.18316881095189155, + 0.18298598992810527, + 0.182803234360706, + 0.182620544418177, + 0.18243792026870695, + 0.18225536208019044, + 0.18207287002022687, + 0.18189044425612147, + 0.18170808495488452, + 0.18152579228323154, + 0.18134356640758226, + 0.18116140749406198, + 0.1809793157085003, + 0.18079729121643154, + 0.18061533418309392, + 0.18043344477343046, + 0.18025162315208818, + 0.18006986948341827, + 0.17988818393147527, + 0.17970656666001802, + 0.17952501783250893, + 0.1793435376121141, + 0.17916212616170246, + 0.17898078364384684, + 0.17879951022082302, + 0.17861830605461015, + 0.17843717130688969, + 0.1782561061390465, + 0.1780751107121681, + 0.1778941851870447, + 0.17771332972416853, + 0.1775325444837348, + 0.17735182962564078, + 0.1771711853094862, + 0.17699061169457225, + 0.1768101089399027, + 0.176629677204183, + 0.1764493166458206, + 0.176269027422924, + 0.17608880969330387, + 0.1759086636144723, + 0.17572858934364272, + 0.1755485870377295, + 0.17536865685334854, + 0.17518879894681708, + 0.17500901347415265, + 0.17482930059107418, + 0.17464966045300148, + 0.17447009321505502, + 0.17429059903205552, + 0.17411117805852463, + 0.1739318304486845, + 0.1737525563564577, + 0.1735733559354665, + 0.173394229339034, + 0.1732151767201833, + 0.1730361982316376, + 0.17285729402581956, + 0.17267846425485225, + 0.17249970907055842, + 0.17232102862446066, + 0.1721424230677807, + 0.1719638925514403, + 0.17178543722606063, + 0.1716070572419625, + 0.17142875274916536, + 0.17125052389738862, + 0.17107237083605065, + 0.17089429371426915, + 0.17071629268086036, + 0.17053836788434007, + 0.17036051947292277, + 0.17018274759452207, + 0.17000505239674973, + 0.1698274340269169, + 0.16964989263203326, + 0.16947242835880716, + 0.169295041353645, + 0.16911773176265227, + 0.16894049973163267, + 0.16876334540608848, + 0.16858626893121978, + 0.16840927045192539, + 0.16823235011280224, + 0.16805550805814565, + 0.1678787444319483, + 0.16770205937790167, + 0.167525453039395, + 0.16734892555951572, + 0.1671724770810485, + 0.16699610774647647, + 0.16681981769798052, + 0.16664360707743936, + 0.16646747602642886, + 0.16629142468622324, + 0.16611545319779414, + 0.1659395617018109, + 0.16576375033864, + 0.16558801924834587, + 0.16541236857069036, + 0.1652367984451329, + 0.16506130901082972, + 0.16488590040663506, + 0.16471057277110035, + 0.16453532624247444, + 0.16436016095870287, + 0.16418507705742907, + 0.16401007467599352, + 0.16383515395143397, + 0.16366031502048484, + 0.16348555801957826, + 0.16331088308484318, + 0.16313629035210603, + 0.16296177995688949, + 0.16278735203441397, + 0.1626130067195967, + 0.1624387441470521, + 0.16226456445109091, + 0.16209046776572153, + 0.1619164542246492, + 0.16174252396127556, + 0.16156867710869963, + 0.16139491379971724, + 0.16122123416682124, + 0.1610476383422008, + 0.16087412645774238, + 0.16070069864502928, + 0.1605273550353417, + 0.16035409575965615, + 0.16018092094864642, + 0.16000783073268302, + 0.1598348252418334, + 0.15966190460586124, + 0.15948906895422757, + 0.15931631841609, + 0.1591436531203032, + 0.15897107319541792, + 0.15879857876968234, + 0.15862616997104123, + 0.1584538469271363, + 0.15828160976530553, + 0.15810945861258419, + 0.15793739359570416, + 0.1577654148410944, + 0.15759352247488, + 0.15742171662288348, + 0.15724999741062398, + 0.1570783649633177, + 0.156906819405877, + 0.15673536086291182, + 0.1565639894587286, + 0.15639270531733102, + 0.15622150856241895, + 0.15605039931738982, + 0.1558793777053377, + 0.1557084438490539, + 0.15553759787102606, + 0.1553668398934393, + 0.1551961700381757, + 0.1550255884268144, + 0.1548550951806311, + 0.1546846904205991, + 0.1545143742673886, + 0.15434414684136705, + 0.15417400826259856, + 0.15400395865084487, + 0.1538339981255648, + 0.15366412680591454, + 0.15349434481074692, + 0.1533246522586127, + 0.15315504926775966, + 0.1529855359561332, + 0.15281611244137547, + 0.1526467788408266, + 0.15247753527152402, + 0.1523083818502027, + 0.15213931869329472, + 0.15197034591693015, + 0.1518014636369365, + 0.15163267196883912, + 0.15146397102786044, + 0.15129536092892115, + 0.1511268417866396, + 0.15095841371533195, + 0.1507900768290118, + 0.15062183124139114, + 0.15045367706587967, + 0.15028561441558527, + 0.15011764340331332, + 0.1499497641415678, + 0.14978197674255064, + 0.14961428131816212, + 0.14944667798000022, + 0.14927916683936168, + 0.14911174800724167, + 0.14894442159433305, + 0.14877718771102785, + 0.14861004646741632, + 0.14844299797328742, + 0.1482760423381282, + 0.1481091796711249, + 0.14794241008116238, + 0.14777573367682442, + 0.14760915056639307, + 0.1474426608578499, + 0.14727626465887522, + 0.14710996207684865, + 0.14694375321884823, + 0.14677763819165185, + 0.14661161710173637, + 0.1464456900552782, + 0.14627985715815245, + 0.14611411851593437, + 0.14594847423389853, + 0.1457829244170191, + 0.1456174691699695, + 0.14545210859712343, + 0.1452868428025542, + 0.14512167189003503, + 0.14495659596303878, + 0.14479161512473868, + 0.1446267294780081, + 0.1444619391254205, + 0.14429724416924927, + 0.14413264471146858, + 0.14396814085375298, + 0.1438037326974775, + 0.14363942034371738, + 0.14347520389324894, + 0.14331108344654922, + 0.14314705910379616, + 0.14298313096486814, + 0.14281929912934505, + 0.14265556369650775, + 0.14249192476533845, + 0.14232838243452003, + 0.14216493680243744, + 0.1420015879671767, + 0.1418383360265257, + 0.14167518107797342, + 0.14151212321871104, + 0.14134916254563148, + 0.1411862991553297, + 0.14102353314410218, + 0.14086086460794803, + 0.14069829364256842, + 0.140535820343367, + 0.14037344480544928, + 0.14021116712362386, + 0.14004898739240176, + 0.13988690570599688, + 0.13972492215832544, + 0.13956303684300705, + 0.13940124985336425, + 0.13923956128242287, + 0.1390779712229114, + 0.13891647976726224, + 0.13875508700761108, + 0.13859379303579736, + 0.13843259794336357, + 0.13827150182155662, + 0.1381105047613271, + 0.13794960685332983, + 0.1377888081879231, + 0.13762810885517, + 0.13746750894483786, + 0.13730700854639866, + 0.13714660774902823, + 0.13698630664160788, + 0.13682610531272357, + 0.1366660038506657, + 0.13650600234343024, + 0.1363461008787182, + 0.13618629954393596, + 0.13602659842619488, + 0.13586699761231233, + 0.13570749718881117, + 0.13554809724192018, + 0.1353887978575736, + 0.1352295991214121, + 0.13507050111878255, + 0.134911503934738, + 0.13475260765403757, + 0.1345938123611474, + 0.13443511814024017, + 0.13427652507519539, + 0.13411803324959914, + 0.13395964274674502, + 0.13380135364963364, + 0.13364316604097312, + 0.13348508000317852, + 0.13332709561837305, + 0.1331692129683874, + 0.13301143213476044, + 0.13285375319873838, + 0.13269617624127616, + 0.13253870134303689, + 0.13238132858439217, + 0.13222405804542167, + 0.13206688980591438, + 0.13190982394536782, + 0.13175286054298882, + 0.13159599967769264, + 0.13143924142810454, + 0.13128258587255892, + 0.13112603308909992, + 0.13096958315548082, + 0.1308132361491655, + 0.13065699214732743, + 0.1305008512268505, + 0.13034481346432844, + 0.1301888789360659, + 0.13003304771807794, + 0.12987731988609066, + 0.1297216955155405, + 0.12956617468157539, + 0.12941075745905442, + 0.12925544392254823, + 0.1291002341463384, + 0.12894512820441878, + 0.12879012617049485, + 0.12863522811798428, + 0.12848043412001636, + 0.1283257442494333, + 0.12817115857878944, + 0.12801667718035212, + 0.1278623001261009, + 0.1277080274877287, + 0.1275538593366416, + 0.12739979574395893, + 0.12724583678051318, + 0.12709198251685072, + 0.12693823302323176, + 0.12678458836963047, + 0.12663104862573474, + 0.1264776138609471, + 0.12632428414438457, + 0.12617105954487876, + 0.12601794013097573, + 0.12586492597093682, + 0.12571201713273858, + 0.12555921368407277, + 0.12540651569234634, + 0.12525392322468223, + 0.12510143634791937, + 0.12494905512861197, + 0.12479677963303112, + 0.12464460992716397, + 0.12449254607671446, + 0.12434058814710264, + 0.12418873620346596, + 0.12403699031065883, + 0.12388535053325303, + 0.12373381693553723, + 0.12358238958151824, + 0.12343106853492049, + 0.12327985385918652, + 0.12312874561747658, + 0.1229777438726696, + 0.1228268486873631, + 0.1226760601238732, + 0.12252537824423466, + 0.12237480311020164, + 0.12222433478324746, + 0.12207397332456506, + 0.1219237187950665, + 0.12177357125538417, + 0.12162353076587033, + 0.1214735973865976, + 0.12132377117735849, + 0.1211740521976666, + 0.12102444050675618, + 0.12087493616358255, + 0.12072553922682176, + 0.12057624975487172, + 0.12042706780585172, + 0.12027799343760291, + 0.12012902670768802, + 0.11998016767339231, + 0.1198314163917233, + 0.11968277291941111, + 0.11953423731290821, + 0.1193858096283905, + 0.1192374899217568, + 0.11908927824862943, + 0.11894117466435383, + 0.11879317922399964, + 0.11864529198236023, + 0.11849751299395342, + 0.11834984231302073, + 0.11820227999352888, + 0.11805482608916905, + 0.11790748065335771, + 0.11776024373923583, + 0.11761311539967043, + 0.11746609568725383, + 0.11731918465430442, + 0.11717238235286602, + 0.1170256888347092, + 0.11687910415133076, + 0.1167326283539544, + 0.11658626149353002, + 0.11644000362073519, + 0.11629385478597459, + 0.11614781503938051, + 0.11600188443081245, + 0.11585606300985832, + 0.11571035082583404, + 0.11556474792778398, + 0.11541925436448064, + 0.1152738701844257, + 0.11512859543584977, + 0.11498343016671282, + 0.11483837442470372, + 0.11469342825724146, + 0.11454859171147487, + 0.11440386483428287, + 0.11425924767227433, + 0.11411474027178908, + 0.11397034267889758, + 0.11382605493940137, + 0.11368187709883279, + 0.11353780920245601, + 0.1133938512952669, + 0.11325000342199275, + 0.11310626562709332, + 0.1129626379547607, + 0.11281912044891952, + 0.11267571315322686, + 0.1125324161110732, + 0.11238922936558214, + 0.11224615295961084, + 0.11210318693574976, + 0.11196033133632374, + 0.1118175862033916, + 0.1116749515787467, + 0.11153242750391654, + 0.11139001402016398, + 0.11124771116848677, + 0.11110551898961821, + 0.11096343752402656, + 0.11082146681191642, + 0.1106796068932282, + 0.1105378578076388, + 0.11039621959456108, + 0.11025469229314515, + 0.11011327594227784, + 0.1099719705805834, + 0.10983077624642311, + 0.10968969297789628, + 0.10954872081284005, + 0.10940785978882989, + 0.10926710994317917, + 0.10912647131294043, + 0.1089859439349048, + 0.1088455278456028, + 0.10870522308130386, + 0.10856502967801744, + 0.10842494767149273, + 0.10828497709721914, + 0.10814511799042598, + 0.10800537038608356, + 0.107865734318903, + 0.10772620982333647, + 0.10758679693357719, + 0.10744749568356024, + 0.10730830610696251, + 0.10716922823720301, + 0.10703026210744268, + 0.10689140775058543, + 0.1067526651992779, + 0.10661403448590985, + 0.10647551564261398, + 0.10633710870126697, + 0.10619881369348923, + 0.1060606306506453, + 0.10592255960384368, + 0.1057846005839378, + 0.10564675362152587, + 0.10550901874695132, + 0.10537139599030236, + 0.10523388538141337, + 0.1050964869498644, + 0.10495920072498172, + 0.10482202673583751, + 0.10468496501125113, + 0.10454801557978845, + 0.10441117846976285, + 0.1042744537092345, + 0.10413784132601173, + 0.10400134134765067, + 0.10386495380145566, + 0.10372867871447915, + 0.10359251611352262, + 0.10345646602513642, + 0.10332052847562023, + 0.1031847034910228, + 0.10304899109714301, + 0.10291339131952977, + 0.10277790418348183, + 0.10264252971404889, + 0.10250726793603127, + 0.10237211887398055, + 0.10223708255219915, + 0.10210215899474157, + 0.10196734822541394, + 0.10183265026777469, + 0.10169806514513426, + 0.10156359288055612, + 0.10142923349685651, + 0.10129498701660503, + 0.10116085346212436, + 0.10102683285549122, + 0.10089292521853631, + 0.10075913057284466, + 0.10062544893975547, + 0.1004918803403631, + 0.10035842479551697, + 0.1002250823258219, + 0.10009185295163789, + 0.09995873669308136, + 0.0998257335700247, + 0.09969284360209694, + 0.0995600668086833, + 0.09942740320892653, + 0.09929485282172641, + 0.09916241566574051, + 0.09903009175938372, + 0.09889788112082946, + 0.09876578376800939, + 0.09863379971861394, + 0.09850192899009211, + 0.09837017159965242, + 0.09823852756426281, + 0.09810699690065108, + 0.09797557962530468, + 0.09784427575447176, + 0.09771308530416092, + 0.09758200829014184, + 0.09745104472794487, + 0.09732019463286223, + 0.09718945801994774, + 0.09705883490401736, + 0.09692832529964888, + 0.09679792922118309, + 0.0966676466827235, + 0.09653747769813685, + 0.09640742228105291, + 0.09627748044486557, + 0.09614765220273255, + 0.09601793756757593, + 0.09588833655208195, + 0.09575884916870217, + 0.09562947542965301, + 0.09550021534691655, + 0.09537106893224002, + 0.09524203619713718, + 0.09511311715288781, + 0.09498431181053846, + 0.09485562018090203, + 0.09472704227455904, + 0.09459857810185722, + 0.0944702276729122, + 0.09434199099760718, + 0.094213868085594, + 0.09408585894629301, + 0.09395796358889354, + 0.09383018202235366, + 0.09370251425540128, + 0.09357496029653393, + 0.09344752015401932, + 0.09332019383589504, + 0.09319298134996971, + 0.09306588270382285, + 0.09293889790480482, + 0.09281202696003783, + 0.0926852698764157, + 0.09255862666060459, + 0.09243209731904253, + 0.09230568185794061, + 0.0921793802832828, + 0.09205319260082649, + 0.09192711881610215, + 0.09180115893441448, + 0.0916753129608423, + 0.09154958090023894, + 0.09142396275723205, + 0.09129845853622479, + 0.09117306824139541, + 0.09104779187669804, + 0.09092262944586223, + 0.09079758095239425, + 0.09067264639957671, + 0.09054782579046922, + 0.09042311912790806, + 0.09029852641450735, + 0.09017404765265885, + 0.09004968284453242, + 0.08992543199207585, + 0.089801295097016, + 0.08967727216085845, + 0.08955336318488824, + 0.08942956817016942, + 0.08930588711754636, + 0.08918232002764342, + 0.0890588669008655, + 0.08893552773739784, + 0.08881230253720711, + 0.08868919130004126, + 0.08856619402542992, + 0.0884433107126844, + 0.08832054136089852, + 0.08819788596894863, + 0.08807534453549407, + 0.08795291705897687, + 0.08783060353762306, + 0.08770840396944223, + 0.0875863183522282, + 0.08746434668355882, + 0.087342488960797, + 0.08722074518109053, + 0.08709911534137268, + 0.08697759943836189, + 0.08685619746856298, + 0.08673490942826682, + 0.08661373531355099, + 0.08649267512027951, + 0.08637172884410396, + 0.08625089648046325, + 0.0861301780245842, + 0.08600957347148136, + 0.08588908281595797, + 0.08576870605260596, + 0.08564844317580632, + 0.08552829417972904, + 0.08540825905833406, + 0.0852883378053712, + 0.08516853041438065, + 0.08504883687869275, + 0.08492925719142916, + 0.08480979134550252, + 0.08469043933361721, + 0.08457120114826891, + 0.08445207678174593, + 0.08433306622612884, + 0.08421416947329106, + 0.08409538651489873, + 0.08397671734241174, + 0.08385816194708369, + 0.08373972031996173, + 0.08362139245188781, + 0.08350317833349831, + 0.08338507795522469, + 0.08326709130729334, + 0.08314921837972657, + 0.08303145916234242, + 0.08291381364475532, + 0.08279628181637581, + 0.08267886366641167, + 0.08256155918386762, + 0.0824443683575461, + 0.08232729117604685, + 0.08221032762776816, + 0.08209347770090653, + 0.0819767413834574, + 0.08186011866321483, + 0.08174360952777261, + 0.08162721396452415, + 0.08151093196066293, + 0.08139476350318241, + 0.08127870857887698, + 0.081162767174342, + 0.08104693927597408, + 0.08093122486997112, + 0.0808156239423333, + 0.0807001364788629, + 0.08058476246516486, + 0.08046950188664659, + 0.08035435472851912, + 0.08023932097579677, + 0.08012440061329788, + 0.08000959362564455, + 0.07989489999726368, + 0.07978031971238683, + 0.07966585275505084, + 0.07955149910909755, + 0.07943725875817491, + 0.07932313168573685, + 0.07920911787504377, + 0.07909521730916243, + 0.07898142997096697, + 0.07886775584313878, + 0.07875419490816701, + 0.07864074714834846, + 0.07852741254578857, + 0.07841419108240137, + 0.07830108273990988, + 0.07818808749984608, + 0.0780752053435519, + 0.07796243625217912, + 0.07784978020668983, + 0.07773723718785633, + 0.07762480717626222, + 0.07751249015230212, + 0.07740028609618241, + 0.07728819498792089, + 0.07717621680734793, + 0.07706435153410628, + 0.07695259914765168, + 0.07684095962725261, + 0.07672943295199143, + 0.0766180191007642, + 0.07650671805228117, + 0.07639552978506672, + 0.07628445427746038, + 0.07617349150761665, + 0.07606264145350557, + 0.07595190409291254, + 0.07584127940343947, + 0.0757307673625045, + 0.07562036794734267, + 0.07551008113500564, + 0.07539990690236281, + 0.07528984522610138, + 0.0751798960827261, + 0.07507005944856052, + 0.07496033529974672, + 0.07485072361224589, + 0.07474122436183821, + 0.07463183752412389, + 0.074522563074523, + 0.07441340098827601, + 0.07430435124044371, + 0.07419541380590818, + 0.07408658865937269, + 0.07397787577536226, + 0.07386927512822347, + 0.07376078669212555, + 0.07365241044106016, + 0.07354414634884208, + 0.07343599438910896, + 0.07332795453532234, + 0.07322002676076761, + 0.07311221103855448, + 0.07300450734161684, + 0.07289691564271393, + 0.07278943591442999, + 0.07268206812917491, + 0.07257481225918419, + 0.07246766827651982, + 0.07236063615307022, + 0.07225371586055077, + 0.07214690737050372, + 0.07204021065429912, + 0.0719336256831348, + 0.07182715242803688, + 0.07172079085985958, + 0.07161454094928633, + 0.07150840266682959, + 0.07140237598283145, + 0.0712964608674634, + 0.07119065729072745, + 0.071084965222456, + 0.0709793846323123, + 0.07087391548979043, + 0.07076855776421624, + 0.0706633114247473, + 0.07055817644037332, + 0.07045315277991622, + 0.07034824041203092, + 0.07024343930520541, + 0.07013874942776119, + 0.0700341707478532, + 0.06992970323347078, + 0.06982534685243759, + 0.06972110157241215, + 0.06961696736088772, + 0.06951294418519331, + 0.06940903201249353, + 0.06930523080978918, + 0.06920154054391714, + 0.0690979611815513, + 0.06899449268920253, + 0.06889113503321921, + 0.06878788817978704, + 0.06868475209493015, + 0.0685817267445109, + 0.06847881209423048, + 0.06837600810962878, + 0.06827331475608536, + 0.06817073199881937, + 0.06806825980289012, + 0.0679658981331969, + 0.06786364695448002, + 0.06776150623132068, + 0.0676594759281416, + 0.06755755600920674, + 0.06745574643862244, + 0.06735404718033727, + 0.06725245819814253, + 0.06715097945567222, + 0.06704961091640396, + 0.06694835254365902, + 0.06684720430060236, + 0.0667461661502435, + 0.06664523805543657, + 0.06654441997888072, + 0.0664437118831201, + 0.06634311373054481, + 0.06624262548339079, + 0.06614224710374038, + 0.0660419785535222, + 0.06594181979451219, + 0.06584177078833339, + 0.06574183149645661, + 0.06564200188020024, + 0.06554228190073126, + 0.06544267151906517, + 0.06534317069606647, + 0.06524377939244864, + 0.06514449756877498, + 0.0650453251854587, + 0.0649462622027633, + 0.06484730858080254, + 0.06474846427954138, + 0.06464972925879599, + 0.06455110347823413, + 0.06445258689737518, + 0.06435417947559102, + 0.06425588117210601, + 0.0641576919459975, + 0.06405961175619568, + 0.06396164056148468, + 0.06386377832050232, + 0.06376602499174076, + 0.06366838053354636, + 0.06357084490412065, + 0.06347341806152028, + 0.06337609996365745, + 0.06327889056829998, + 0.06318178983307207, + 0.06308479771545442, + 0.0629879141727846, + 0.06289113916225705, + 0.06279447264092401, + 0.06269791456569544, + 0.06260146489333955, + 0.0625051235804827, + 0.0624088905836104, + 0.06231276585906713, + 0.06221674936305702, + 0.062120841051643574, + 0.06202504088075082, + 0.06192934880616309, + 0.06183376478352557, + 0.06173828876834432, + 0.06164292071598703, + 0.06154766058168314, + 0.06145250832052424, + 0.06135746388746404, + 0.06126252723731927, + 0.06116769832476969, + 0.061072977104358515, + 0.06097836353049238, + 0.06088385755744232, + 0.06078945913934361, + 0.06069516823019637, + 0.06060098478386541, + 0.06050690875408126, + 0.06041294009444002, + 0.0603190787584039, + 0.06022532469930115, + 0.06013167787032705, + 0.06003813822454369, + 0.05994470571488066, + 0.05985138029413491, + 0.05975816191497159, + 0.05966505052992426, + 0.059572046091394736, + 0.05947914855165413, + 0.059386357862842756, + 0.0592936739769706, + 0.05920109684591733, + 0.059108626421433136, + 0.059016262655138756, + 0.0589240054985259, + 0.05883185490295722, + 0.05873981081966728, + 0.058647873199762404, + 0.05855604199422123, + 0.058464317153894683, + 0.058372698629506836, + 0.05828118637165483, + 0.05818978033080947, + 0.05809848045731509, + 0.058007286701390506, + 0.05791619901312891, + 0.057825217342498424, + 0.05773434163934203, + 0.05764357185337846, + 0.057552907934202174, + 0.057462349831283795, + 0.05737189749397013, + 0.05728155087148504, + 0.057191309912929394, + 0.05710117456728153, + 0.05701114478339728, + 0.05692122051001083, + 0.05683140169573458, + 0.05674168828905984, + 0.05665208023835658, + 0.056562577491874454, + 0.05647317999774268, + 0.056383887703970605, + 0.056294700558447555, + 0.05620561850894384, + 0.05611664150311062, + 0.056027769488480435, + 0.05593900241246717, + 0.05585034022236691, + 0.05576178286535792, + 0.05567333028850113, + 0.055584982438740084, + 0.05549673926290183, + 0.055408600707696855, + 0.05532056671971964, + 0.055232637245448524, + 0.05514481223124666, + 0.055057091623361934, + 0.054969475367927456, + 0.054881963410961535, + 0.05479455569836856, + 0.05470725217593891, + 0.054620052789349505, + 0.054532957484163716, + 0.054445966205832294, + 0.05435907889969324, + 0.054272295510972395, + 0.05418561598478333, + 0.054099040266128245, + 0.054012568299897895, + 0.05392620003087215, + 0.053839935403719855, + 0.05375377436299979, + 0.05366771685316059, + 0.05358176281854118, + 0.05349591220337088, + 0.053410164951770096, + 0.05332452100775039, + 0.05323898031521492, + 0.05315354281795846, + 0.0530682084596682, + 0.05298297718392379, + 0.05289784893419744, + 0.05281282365385473, + 0.05272790128615455, + 0.052643081774249714, + 0.052558365061186725, + 0.05247375108990681, + 0.05238923980324579, + 0.05230483114393456, + 0.05222052505459911, + 0.05213632147776129, + 0.0520522203558389, + 0.05196822163114601, + 0.0518843252458931, + 0.051800531142187745, + 0.051716839262034665, + 0.05163324954733627, + 0.051549761939892455, + 0.05146637638140158, + 0.051383092813460415, + 0.051299911177564585, + 0.051216831415108535, + 0.05113385346738641, + 0.051050977275591956, + 0.05096820278081916, + 0.050885529924061944, + 0.050802958646215285, + 0.050720488888074955, + 0.05063812059033819, + 0.050555853693603485, + 0.05047368813837159, + 0.05039162386504534, + 0.05030966081393018, + 0.050227798925234206, + 0.050146038139068885, + 0.05006437839544908, + 0.04998281963429351, + 0.04990136179542474, + 0.049820004818570005, + 0.049738748643361155, + 0.04965759320933512, + 0.04957653845593394, + 0.04949558432250552, + 0.0494147307483037, + 0.04933397767248854, + 0.049253325034126536, + 0.04917277277219123, + 0.04909232082556329, + 0.04901196913303101, + 0.048931717633290135, + 0.04885156626494482, + 0.04877151496650758, + 0.0486915636763997, + 0.04861171233295123, + 0.048531960874401876, + 0.04845230923890079, + 0.04837275736450727, + 0.04829330518919056, + 0.04821395265083075, + 0.04813469968721865, + 0.048055546236056415, + 0.04797649223495735, + 0.047897537621446856, + 0.047818682332962305, + 0.047739926306853545, + 0.047661269480382885, + 0.047582711790725894, + 0.04750425317497134, + 0.047425893570121704, + 0.04734763291309311, + 0.04726947114071618, + 0.047191408189735974, + 0.04711344399681241, + 0.04703557849852034, + 0.04695781163135024, + 0.046880143331708396, + 0.04680257353591677, + 0.04672510218021402, + 0.04664772920075527, + 0.0465704545336127, + 0.04649327811477551, + 0.04641619988015063, + 0.04633921976556276, + 0.046262337706754884, + 0.0461855536393881, + 0.046108867499042534, + 0.046032279221217276, + 0.04595578874133083, + 0.04587939599472106, + 0.045803100916646064, + 0.045726903442284084, + 0.04565080350673394, + 0.0455748010450151, + 0.04549889599206835, + 0.045423088282755875, + 0.045347377851861645, + 0.04527176463409139, + 0.04519624856407345, + 0.04512082957635864, + 0.04504550760542088, + 0.04497028258565689, + 0.04489515445138732, + 0.044820123136856405, + 0.04474518857623263, + 0.04467035070360859, + 0.04459560945300186, + 0.04452096475835487, + 0.04444641655353543, + 0.04437196477233669, + 0.04429760934847789, + 0.04422335021560434, + 0.044149187307287896, + 0.04407512055702696, + 0.044001149898247105, + 0.0439272752643013, + 0.0438534965884701, + 0.0437798138039618, + 0.04370622684391309, + 0.04363273564138916, + 0.04355934012938401, + 0.0434860402408205, + 0.04341283590855109, + 0.04333972706535786, + 0.043266713643952875, + 0.04319379557697826, + 0.043120972797006864, + 0.043048245236542326, + 0.04297561282801944, + 0.042903075503804185, + 0.04283063319619446, + 0.04275828583742008, + 0.0426860333596432, + 0.04261387569495826, + 0.04254181277539286, + 0.042469844532907565, + 0.042397970899396474, + 0.042326191806687195, + 0.04225450718654148, + 0.042182916970655376, + 0.042111421090659476, + 0.04204001947811907, + 0.04196871206453476, + 0.04189749878134253, + 0.04182637955991413, + 0.041755354331557054, + 0.04168442302751534, + 0.04161358557896949, + 0.04154284191703689, + 0.04147219197277188, + 0.0414016356771664, + 0.04133117296115003, + 0.04126080375559039, + 0.04119052799129311, + 0.041120345599002635, + 0.0410502565094022, + 0.04098026065311391, + 0.04091035796069947, + 0.04084054836266027, + 0.04077083178943757, + 0.04070120817141276, + 0.04063167743890789, + 0.04056223952218574, + 0.04049289435145023, + 0.04042364185684644, + 0.04035448196846124, + 0.040285414616323345, + 0.04021643973040377, + 0.04014755724061568, + 0.040078767076815285, + 0.040010069168801704, + 0.0399414634463174, + 0.039872949839048225, + 0.03980452827662406, + 0.03973619868861886, + 0.03966796100455104, + 0.039599815153883486, + 0.03953176106602422, + 0.039463798670326455, + 0.03939592789608895, + 0.03932814867255601, + 0.03926046092891823, + 0.03919286459431248, + 0.039125359597822235, + 0.03905794586847766, + 0.03899062333525627, + 0.03892339192708294, + 0.03885625157283027, + 0.038789202201318644, + 0.03872224374131688, + 0.03865537612154219, + 0.03858859927066072, + 0.038521913117287324, + 0.03845531758998652, + 0.03838881261727221, + 0.03832239812760834, + 0.0382560740494087, + 0.03818984031103771, + 0.03812369684081037, + 0.038057643566992705, + 0.03799168041780174, + 0.037925807321406116, + 0.037860024205926227, + 0.037794330999434494, + 0.037728727629955404, + 0.03766321402546621, + 0.037597790113896884, + 0.037532455823130556, + 0.03746721108100348, + 0.037402055815305715, + 0.037336989953781145, + 0.037272013424127816, + 0.03720712615399803, + 0.03714232807099888, + 0.0370776191026924, + 0.03701299917659582, + 0.03694846822018164, + 0.03688402616087834, + 0.03681967292607019, + 0.036755408443097916, + 0.036691232639258435, + 0.0366271454418057, + 0.03656314677795059, + 0.03649923657486136, + 0.03643541475966362, + 0.036371681259440986, + 0.036308036001235076, + 0.03624447891204593, + 0.036181009918831934, + 0.03611762894851058, + 0.036054335927958425, + 0.03599113078401125, + 0.03592801344346462, + 0.03586498383307392, + 0.035802041879554776, + 0.035739187509582986, + 0.03567642064979522, + 0.035613741226788995, + 0.035551149167123076, + 0.03548864439731743, + 0.035426226843853936, + 0.03536389643317634, + 0.03530165309169062, + 0.03523949674576504, + 0.03517742732173075, + 0.035115444745881796, + 0.03505354894447551, + 0.03499173984373245, + 0.03493001736983713, + 0.03486838144893797, + 0.03480683200714766, + 0.03474536897054319, + 0.034683992265166434, + 0.03462270181702422, + 0.03456149755208865, + 0.034500379396297125, + 0.03443934727555297, + 0.0343784011157254, + 0.034317540842649964, + 0.03425676638212849, + 0.03419607765992969, + 0.034135474601789235, + 0.03407495713341009, + 0.034014525180462475, + 0.033954178668584516, + 0.033893917523382305, + 0.03383374167043014, + 0.033773651035270635, + 0.03371364554341532, + 0.03365372512034459, + 0.033593889691508116, + 0.03353413918232481, + 0.03347447351818349, + 0.033414892624442846, + 0.033355396426431816, + 0.033295984849449574, + 0.03323665781876613, + 0.03317741525962238, + 0.03311825709723041, + 0.03305918325677354, + 0.033000193663406924, + 0.032941288242257505, + 0.032882466918424454, + 0.032823729616979096, + 0.03276507626296554, + 0.032706506781400725, + 0.032648021097274715, + 0.03258961913555071, + 0.03253130082116567, + 0.03247306607903033, + 0.03241491483402948, + 0.03235684701102205, + 0.032298862534841676, + 0.03224096133029669, + 0.032183143322170475, + 0.032125408435221485, + 0.032067756594183795, + 0.03201018772376719, + 0.0319527017486574, + 0.03189529859351622, + 0.031837978182981966, + 0.031780740441669626, + 0.03172358529417106, + 0.031666512665055144, + 0.031609522478868245, + 0.03155261466013432, + 0.031495789133355, + 0.03143904582301011, + 0.031382384653557756, + 0.03132580554943457, + 0.0312693084350558, + 0.031212893234815832, + 0.031156559873088234, + 0.03110030827422608, + 0.03104413836256191, + 0.030988050062408373, + 0.030932043298058216, + 0.030876117993784587, + 0.03082027407384107, + 0.030764511462462212, + 0.03070883008386363, + 0.030653229862242226, + 0.030597710721776233, + 0.030542272586625847, + 0.03048691538093311, + 0.03043163902882236, + 0.030376443454400156, + 0.030321328581755895, + 0.030266294334961762, + 0.0302113406380731, + 0.030156467415128417, + 0.030101674590149917, + 0.03004696208714354, + 0.029992329830099262, + 0.029937777742991077, + 0.02988330574977764, + 0.029828913774402176, + 0.029774601740792883, + 0.02972036957286286, + 0.02966621719451072, + 0.029612144529620583, + 0.029558151502062383, + 0.02950423803569188, + 0.029450404054351193, + 0.029396649481868875, + 0.029342974242060133, + 0.029289378258726875, + 0.02923586145565833, + 0.0291824237566309, + 0.029129065085408624, + 0.02907578536574308, + 0.029022584521374028, + 0.028969462476029308, + 0.028916419153425205, + 0.028863454477266494, + 0.02881056837124689, + 0.02875776075904915, + 0.028705031564345323, + 0.028652380710796743, + 0.02859980812205463, + 0.028547313721760035, + 0.028494897433544213, + 0.028442559181028535, + 0.028390298887825103, + 0.02833811647753674, + 0.028286011873757264, + 0.02823398500007152, + 0.02818203578005592, + 0.02813016413727842, + 0.028078369995298818, + 0.028026653277668807, + 0.027975013907932483, + 0.027923451809626305, + 0.027871966906279452, + 0.027820559121413825, + 0.02776922837854453, + 0.02771797460117992, + 0.027666797712821895, + 0.02761569763696587, + 0.027564674297101337, + 0.027513727616711923, + 0.02746285751927535, + 0.027412063928264112, + 0.027361346767145297, + 0.02731070595938103, + 0.02726014142842841, + 0.027209653097740035, + 0.027159240890764002, + 0.027108904730944215, + 0.027058644541720387, + 0.02700846024652853, + 0.026958351768800994, + 0.026908319031966724, + 0.026858361959451297, + 0.0268084804746774, + 0.026758674501064852, + 0.02670894396203091, + 0.026659288780990217, + 0.02660970888135537, + 0.026560204186536884, + 0.026510774619943504, + 0.026461420104982192, + 0.02641214056505864, + 0.026362935923577243, + 0.026313806103941458, + 0.0262647510295537, + 0.026215770623815957, + 0.02616686481012968, + 0.026118033511896184, + 0.026069276652516533, + 0.026020594155392117, + 0.025971985943924657, + 0.025923451941516393, + 0.025874992071570225, + 0.025826606257490087, + 0.025778294422681012, + 0.025730056490549404, + 0.025681892384503007, + 0.025633802027951458, + 0.025585785344306205, + 0.02553784225698088, + 0.025489972689391214, + 0.025442176564955562, + 0.025394453807094923, + 0.025346804339233194, + 0.025299228084797155, + 0.025251724967216997, + 0.02520429490992625, + 0.02515693783636218, + 0.02510965366996563, + 0.025062442334181645, + 0.025015303752459386, + 0.024968237848252427, + 0.024921244545018775, + 0.024874323766221288, + 0.024827475435327765, + 0.02478069947581112, + 0.024733995811149476, + 0.024687364364826544, + 0.024640805060331707, + 0.02459431782116023, + 0.024547902570813292, + 0.024501559232798453, + 0.02445528773062961, + 0.024409087987827358, + 0.02436295992791887, + 0.024316903474438486, + 0.02427091855092758, + 0.024225005080934985, + 0.02417916298801681, + 0.024133392195737062, + 0.024087692627667568, + 0.024042064207388223, + 0.02399650685848705, + 0.023951020504560595, + 0.023905605069214034, + 0.023860260476061126, + 0.02381498664872477, + 0.023769783510836928, + 0.02372465098603891, + 0.023679588997981373, + 0.023634597470324786, + 0.023589676326739393, + 0.023544825490905523, + 0.02350004488651355, + 0.023455334437264344, + 0.023410694066869287, + 0.02336612369905051, + 0.02332162325754091, + 0.023277192666084582, + 0.023232831848436837, + 0.023188540728364432, + 0.023144319229645553, + 0.023100167276070335, + 0.023056084791440744, + 0.023012071699570952, + 0.02296812792428723, + 0.022924253389428464, + 0.02288044801884609, + 0.02283671173640441, + 0.022793044465980506, + 0.02274944613146478, + 0.022705916656760854, + 0.02266245596578588, + 0.022619063982470506, + 0.02257574063075932, + 0.022532485834610868, + 0.022489299517997833, + 0.02244618160490713, + 0.022403132019340244, + 0.02236015068531327, + 0.022317237526857193, + 0.022274392468017774, + 0.022231615432856112, + 0.022188906345448532, + 0.0221462651298869, + 0.022103691710278553, + 0.02206118601074679, + 0.02201874795543083, + 0.021976377468486047, + 0.021934074474083978, + 0.021891838896412757, + 0.021849670659677068, + 0.02180756968809844, + 0.021765535905915206, + 0.021723569237382907, + 0.021681669606774333, + 0.02163983693837971, + 0.021598071156506738, + 0.02155637218548097, + 0.021514739949645832, + 0.021473174373362856, + 0.021431675381011633, + 0.021390242896990295, + 0.021348876845715428, + 0.0213075771516224, + 0.021266343739165257, + 0.021225176532817202, + 0.02118407545707054, + 0.021143040436436965, + 0.021102071395447477, + 0.021061168258652868, + 0.02102033095062366, + 0.020979559395950347, + 0.020938853519243406, + 0.020898213245133662, + 0.020857638498272338, + 0.020817129203331206, + 0.02077668528500266, + 0.020736306668000044, + 0.02069599327705768, + 0.02065574503693114, + 0.020615561872397093, + 0.02057544370825389, + 0.020535390469321433, + 0.020495402080441306, + 0.0204554784664771, + 0.020415619552314457, + 0.02037582526286127, + 0.020336095523047645, + 0.020296430257826355, + 0.02025682939217278, + 0.02021729285108514, + 0.02017782055958449, + 0.02013841244271513, + 0.020099068425544535, + 0.020059788433163635, + 0.020020572390686785, + 0.019981420223252118, + 0.01994233185602158, + 0.019903307214181144, + 0.019864346222940754, + 0.019825448807534753, + 0.019786614893221862, + 0.019747844405285386, + 0.01970913726903319, + 0.019670493409798116, + 0.019631912752937943, + 0.019593395223835602, + 0.019554940747899173, + 0.01951654925056226, + 0.01947822065728397, + 0.019439954893549157, + 0.01940175188486834, + 0.019363611556778158, + 0.019325533834841296, + 0.019287518644646746, + 0.019249565911809742, + 0.019211675561972164, + 0.019173847520802513, + 0.019136081713996122, + 0.019098378067275157, + 0.01906073650638896, + 0.019023156957114044, + 0.018985639345254303, + 0.018948183596640994, + 0.01891078963713311, + 0.018873457392617362, + 0.018836186789008374, + 0.018798977752248675, + 0.018761830208309075, + 0.018724744083188617, + 0.018687719302914834, + 0.018650755793543642, + 0.018613853481159834, + 0.018577012291876915, + 0.01854023215183742, + 0.01850351298721285, + 0.018466854724204007, + 0.01843025728904104, + 0.018393720607983582, + 0.018357244607320772, + 0.018320829213371588, + 0.018284474352484845, + 0.0182481799510394, + 0.018211945935444084, + 0.01817577223213813, + 0.018139658767591105, + 0.018103605468303103, + 0.018067612260804753, + 0.018031679071657574, + 0.01799580582745391, + 0.017959992454817168, + 0.01792423888040179, + 0.01788854503089359, + 0.01785291083300973, + 0.017817336213498947, + 0.01778182109914149, + 0.01774636541674949, + 0.017710969093166967, + 0.017675632055269848, + 0.0176403542299663, + 0.01760513554419672, + 0.017569975924933923, + 0.0175348752991831, + 0.01749983359398221, + 0.017464850736401888, + 0.01742992665354571, + 0.0173950612725501, + 0.01736025452058471, + 0.017325506324852396, + 0.017290816612589386, + 0.01725618531106528, + 0.017221612347583366, + 0.017187097649480603, + 0.017152641144127817, + 0.017118242758929657, + 0.01708390242132495, + 0.017049620058786658, + 0.01701539559882209, + 0.016981228968972827, + 0.016947120096815114, + 0.01691306890995979, + 0.016879075336052495, + 0.016845139302773638, + 0.016811260737838705, + 0.016777439568998277, + 0.01674367572403817, + 0.01670996913077943, + 0.016676319717078662, + 0.016642727410827986, + 0.016609192139955226, + 0.016575713832423882, + 0.016542292416233475, + 0.01650892781941948, + 0.016475619970053538, + 0.016442368796243393, + 0.016409174226133267, + 0.016376036187903772, + 0.01634295460977214, + 0.016309929419992146, + 0.01627696054685446, + 0.016244047918686624, + 0.016211191463853185, + 0.01617839111075572, + 0.016145646787833094, + 0.0161129584235615, + 0.016080325946454557, + 0.01604774928506334, + 0.01601522836797668, + 0.01598276312382109, + 0.01595035348126102, + 0.015917999368998743, + 0.01588570071577472, + 0.015853457450367533, + 0.015821269501594105, + 0.015789136798309625, + 0.01575705926940785, + 0.015725036843821125, + 0.01569306945052051, + 0.015661157018515746, + 0.01562929947685559, + 0.015597496754627776, + 0.015565748780959145, + 0.015534055485015665, + 0.015502416796002715, + 0.015470832643165027, + 0.015439302955786886, + 0.015407827663192094, + 0.015376406694744249, + 0.01534503997984673, + 0.015313727447942856, + 0.01528246902851586, + 0.015251264651089162, + 0.015220114245226408, + 0.015189017740531432, + 0.01515797506664857, + 0.015126986153262623, + 0.015096050930099036, + 0.015065169326923812, + 0.015034341273543873, + 0.015003566699806969, + 0.014972845535601877, + 0.014942177710858338, + 0.01491156315554738, + 0.01488100179968125, + 0.01485049357331358, + 0.014820038406539376, + 0.01478963622949528, + 0.014759286972359535, + 0.014728990565352167, + 0.014698746938734917, + 0.014668556022811544, + 0.014638417747927797, + 0.014608332044471548, + 0.01457829884287278, + 0.014548318073603851, + 0.014518389667179457, + 0.014488513554156814, + 0.014458689665135579, + 0.014428917930758166, + 0.014399198281709694, + 0.014369530648718133, + 0.014339914962554276, + 0.014310351154032017, + 0.014280839154008317, + 0.014251378893383342, + 0.014221970303100438, + 0.014192613314146391, + 0.014163307857551408, + 0.01413405386438925, + 0.014104851265777213, + 0.014075699992876379, + 0.01404659997689158, + 0.01401755114907157, + 0.013988553440708953, + 0.013959606783140482, + 0.013930711107747, + 0.013901866345953598, + 0.013873072429229557, + 0.013844329289088643, + 0.013815636857089055, + 0.013786995064833567, + 0.013758403843969485, + 0.013729863126188919, + 0.013701372843228745, + 0.013672932926870733, + 0.013644543308941536, + 0.013616203921312926, + 0.013587914695901752, + 0.013559675564670108, + 0.013531486459625267, + 0.013503347312819951, + 0.013475258056352298, + 0.01344721862236598, + 0.013419228943050181, + 0.013391288950639842, + 0.013363398577415643, + 0.01333555775570411, + 0.013307766417877597, + 0.013280024496354523, + 0.013252331923599344, + 0.013224688632122688, + 0.013197094554481306, + 0.013169549623278333, + 0.013142053771163236, + 0.013114606930831964, + 0.013087209035026883, + 0.013059860016537054, + 0.013032559808198197, + 0.013005308342892692, + 0.01297810555354981, + 0.012950951373145695, + 0.012923845734703487, + 0.012896788571293253, + 0.012869779816032285, + 0.012842819402085003, + 0.01281590726266312, + 0.012789043331025585, + 0.012762227540478835, + 0.012735459824376743, + 0.01270874011612074, + 0.0126820683491598, + 0.012655444456990643, + 0.012628868373157727, + 0.01260234003125335, + 0.012575859364917617, + 0.012549426307838667, + 0.012523040793752643, + 0.012496702756443826, + 0.012470412129744549, + 0.012444168847535488, + 0.012417972843745571, + 0.012391824052352134, + 0.01236572240738085, + 0.01233966784290599, + 0.012313660293050359, + 0.012287699691985414, + 0.012261785973931244, + 0.012235919073156772, + 0.012210098923979732, + 0.01218432546076678, + 0.012158598617933447, + 0.012132918329944363, + 0.012107284531313229, + 0.01208169715660293, + 0.012056156140425467, + 0.012030661417442214, + 0.012005212922363864, + 0.01197981058995053, + 0.011954454355011713, + 0.011929144152406533, + 0.011903879917043664, + 0.011878661583881461, + 0.011853489087927913, + 0.011828362364240865, + 0.011803281347927968, + 0.0117782459741468, + 0.011753256178104805, + 0.01172831189505953, + 0.011703413060318558, + 0.011678559609239657, + 0.01165375147723068, + 0.011628988599749826, + 0.011604270912305576, + 0.011579598350456804, + 0.011554970849812727, + 0.01153038834603313, + 0.011505850774828307, + 0.011481358071959174, + 0.011456910173237227, + 0.01143250701452475, + 0.011408148531734762, + 0.011383834660831135, + 0.011359565337828545, + 0.011335340498792661, + 0.011311160079840126, + 0.01128702401713866, + 0.011262932246906983, + 0.011238884705415052, + 0.011214881328984008, + 0.01119092205398627, + 0.011167006816845486, + 0.011143135554036761, + 0.0111193082020866, + 0.011095524697572913, + 0.011071784977125201, + 0.011048088977424514, + 0.011024436635203564, + 0.011000827887246637, + 0.010977262670389858, + 0.010953740921521071, + 0.010930262577579999, + 0.010906827575558154, + 0.01088343585249906, + 0.010860087345498188, + 0.01083678199170307, + 0.010813519728313242, + 0.010790300492580427, + 0.01076712422180851, + 0.010743990853353622, + 0.010720900324624088, + 0.010697852573080629, + 0.010674847536236303, + 0.010651885151656618, + 0.010628965356959447, + 0.010606088089815273, + 0.010583253287947084, + 0.010560460889130504, + 0.010537710831193727, + 0.010515003052017708, + 0.010492337489536131, + 0.010469714081735464, + 0.010447132766654944, + 0.010424593482386743, + 0.010402096167075933, + 0.010379640758920568, + 0.010357227196171624, + 0.01033485541713321, + 0.010312525360162493, + 0.010290236963669803, + 0.010267990166118564, + 0.010245784906025505, + 0.01022362112196058, + 0.010201498752547071, + 0.01017941773646154, + 0.010157378012433998, + 0.01013537951924787, + 0.010113422195740056, + 0.010091505980800913, + 0.0100696308133744, + 0.010047796632458056, + 0.010026003377103061, + 0.010004250986414198, + 0.009982539399550032, + 0.009960868555722842, + 0.00993923839419873, + 0.009917648854297535, + 0.009896099875393048, + 0.009874591396912918, + 0.009853123358338763, + 0.009831695699206125, + 0.009810308359104595, + 0.009788961277677824, + 0.00976765439462355, + 0.009746387649693582, + 0.009725160982693944, + 0.009703974333484846, + 0.009682827641980744, + 0.009661720848150295, + 0.009640653892016534, + 0.009619626713656796, + 0.00959863925320283, + 0.009577691450840704, + 0.009556783246811019, + 0.0095359145814088, + 0.009515085394983632, + 0.009494295627939563, + 0.009473545220735272, + 0.009452834113884048, + 0.009432162247953827, + 0.009411529563567163, + 0.009390936001401375, + 0.009370381502188527, + 0.009349866006715387, + 0.009329389455823584, + 0.00930895179040957, + 0.009288552951424675, + 0.00926819287987506, + 0.009247871516821875, + 0.009227588803381223, + 0.009207344680724185, + 0.009187139090076813, + 0.009166971972720275, + 0.00914684326999077, + 0.009126752923279647, + 0.00910670087403331, + 0.009086687063753394, + 0.009066711433996701, + 0.009046773926375276, + 0.009026874482556345, + 0.00900701304426247, + 0.0089871895532715, + 0.008967403951416627, + 0.008947656180586338, + 0.008927946182724567, + 0.00890827389983064, + 0.008888639273959336, + 0.008869042247220828, + 0.008849482761780847, + 0.008829960759860615, + 0.00881047618373691, + 0.00879102897574201, + 0.008771619078263853, + 0.008752246433745958, + 0.008732910984687507, + 0.00871361267364329, + 0.008694351443223823, + 0.008675127236095339, + 0.008655939994979801, + 0.008636789662654878, + 0.008617676181954075, + 0.008598599495766685, + 0.008579559547037844, + 0.008560556278768465, + 0.008541589634015401, + 0.008522659555891376, + 0.008503765987565042, + 0.008484908872260923, + 0.008466088153259565, + 0.008447303773897465, + 0.00842855567756714, + 0.008409843807717067, + 0.008391168107851812, + 0.00837252852153199, + 0.008353924992374303, + 0.008335357464051502, + 0.008316825880292507, + 0.008298330184882356, + 0.008279870321662264, + 0.008261446234529554, + 0.008243057867437809, + 0.008224705164396799, + 0.008206388069472543, + 0.008188106526787245, + 0.008169860480519434, + 0.008151649874903912, + 0.008133474654231776, + 0.008115334762850404, + 0.008097230145163547, + 0.008079160745631296, + 0.008061126508770129, + 0.008043127379152838, + 0.008025163301408683, + 0.008007234220223303, + 0.007989340080338803, + 0.007971480826553651, + 0.007953656403722859, + 0.00793586675675789, + 0.007918111830626658, + 0.007900391570353615, + 0.007882705921019728, + 0.007865054827762513, + 0.007847438235775965, + 0.007829856090310703, + 0.007812308336673894, + 0.0077947949202293075, + 0.007777315786397262, + 0.007759870880654737, + 0.007742460148535319, + 0.007725083535629245, + 0.007707740987583343, + 0.007690432450101166, + 0.007673157868942909, + 0.007655917189925472, + 0.007638710358922395, + 0.007621537321863972, + 0.007604398024737199, + 0.00758729241358582, + 0.007570220434510257, + 0.007553182033667727, + 0.007536177157272199, + 0.007519205751594424, + 0.007502267762961861, + 0.007485363137758828, + 0.007468491822426411, + 0.007451653763462516, + 0.007434848907421809, + 0.007418077200915841, + 0.007401338590612961, + 0.0073846330232383815, + 0.0073679604455741095, + 0.007351320804459053, + 0.007334714046788965, + 0.007318140119516493, + 0.007301598969651098, + 0.007285090544259179, + 0.007268614790464012, + 0.007252171655445787, + 0.0072357610864415365, + 0.007219383030745259, + 0.007203037435707854, + 0.0071867242487371604, + 0.007170443417297886, + 0.007154194888911725, + 0.007137978611157285, + 0.0071217945316701566, + 0.007105642598142792, + 0.007089522758324674, + 0.0070734349600222075, + 0.0070573791510987974, + 0.007041355279474733, + 0.007025363293127349, + 0.0070094031400909146, + 0.006993474768456704, + 0.006977578126372924, + 0.006961713162044799, + 0.006945879823734544, + 0.006930078059761356, + 0.00691430781850138, + 0.006898569048387807, + 0.006882861697910816, + 0.00686718571561758, + 0.006851541050112233, + 0.006835927650055959, + 0.006820345464166926, + 0.0068047944412203175, + 0.006789274530048286, + 0.006773785679540017, + 0.006758327838641704, + 0.00674290095635656, + 0.006727504981744743, + 0.006712139863923491, + 0.006696805552067023, + 0.006681501995406531, + 0.006666229143230263, + 0.006650986944883452, + 0.006635775349768347, + 0.0066205943073441645, + 0.006605443767127171, + 0.006590323678690606, + 0.006575233991664734, + 0.006560174655736778, + 0.006545145620650988, + 0.00653014683620861, + 0.006515178252267891, + 0.006500239818744018, + 0.0064853314856092165, + 0.006470453202892678, + 0.0064556049206806, + 0.006440786589116109, + 0.006425998158399337, + 0.006411239578787404, + 0.006396510800594396, + 0.006381811774191308, + 0.006367142450006162, + 0.006352502778523915, + 0.006337892710286491, + 0.0063233121958927085, + 0.006308761185998394, + 0.006294239631316277, + 0.006279747482616053, + 0.006265284690724287, + 0.00625085120652452, + 0.0062364469809572005, + 0.006222071965019694, + 0.006207726109766232, + 0.006193409366307995, + 0.0061791216858130375, + 0.0061648630195063146, + 0.006150633318669627, + 0.006136432534641691, + 0.006122260618818075, + 0.006108117522651226, + 0.006094003197650392, + 0.0060799175953817185, + 0.006065860667468177, + 0.006051832365589586, + 0.006037832641482537, + 0.0060238614469404865, + 0.006009918733813674, + 0.005996004454009171, + 0.00598211855949078, + 0.005968261002279137, + 0.005954431734451635, + 0.005940630708142442, + 0.005926857875542447, + 0.005913113188899316, + 0.005899396600517448, + 0.005885708062757973, + 0.005872047528038712, + 0.005858414948834214, + 0.005844810277675733, + 0.005831233467151205, + 0.005817684469905205, + 0.005804163238639033, + 0.005790669726110605, + 0.00577720388513452, + 0.005763765668581944, + 0.005750355029380726, + 0.005736971920515299, + 0.005723616295026729, + 0.0057102881060126015, + 0.005696987306627139, + 0.0056837138500811105, + 0.00567046768964185, + 0.0056572487786331815, + 0.005644057070435517, + 0.005630892518485762, + 0.005617755076277297, + 0.00560464469736003, + 0.005591561335340324, + 0.005578504943881038, + 0.005565475476701416, + 0.005552472887577195, + 0.00553949713034052, + 0.0055265481588799535, + 0.005513625927140411, + 0.005500730389123237, + 0.005487861498886134, + 0.005475019210543153, + 0.00546220347826465, + 0.005449414256277359, + 0.00543665149886429, + 0.005423915160364771, + 0.005411205195174367, + 0.005398521557744946, + 0.0053858642025846086, + 0.005373233084257702, + 0.005360628157384755, + 0.005348049376642538, + 0.0053354966967639784, + 0.005322970072538213, + 0.0053104694588104705, + 0.0052979948104821565, + 0.005285546082510798, + 0.005273123229910028, + 0.00526072620774953, + 0.0052483549711550915, + 0.005236009475308555, + 0.005223689675447792, + 0.0052113955268666655, + 0.0051991269849150775, + 0.005186884004998893, + 0.005174666542579971, + 0.005162474553176058, + 0.005150307992360887, + 0.005138166815764081, + 0.005126050979071168, + 0.0051139604380235236, + 0.0051018951484183995, + 0.005089855066108889, + 0.0050778401470039074, + 0.005065850347068136, + 0.0050538856223220725, + 0.005041945928841959, + 0.005030031222759804, + 0.0050181414602632896, + 0.005006276597595846, + 0.004994436591056569, + 0.004982621397000229, + 0.004970830971837208, + 0.004959065272033546, + 0.004947324254110874, + 0.004935607874646416, + 0.004923916090272916, + 0.004912248857678711, + 0.004900606133607627, + 0.004888987874859019, + 0.004877394038287667, + 0.004865824580803865, + 0.00485427945937331, + 0.004842758631017146, + 0.004831262052811849, + 0.00481978968188932, + 0.004808341475436801, + 0.004796917390696857, + 0.00478551738496734, + 0.004774141415601402, + 0.00476278944000746, + 0.004751461415649172, + 0.004740157300045385, + 0.004728877050770165, + 0.004717620625452754, + 0.004706387981777505, + 0.0046951790774839314, + 0.00468399387036663, + 0.004672832318275303, + 0.00466169437911465, + 0.004650580010844454, + 0.004639489171479488, + 0.004628421819089516, + 0.004617377911799237, + 0.004606357407788306, + 0.004595360265291292, + 0.004584386442597657, + 0.004573435898051689, + 0.004562508590052548, + 0.004551604477054206, + 0.004540723517565431, + 0.004529865670149706, + 0.004519030893425313, + 0.004508219146065223, + 0.004497430386797104, + 0.0044866645744032615, + 0.004475921667720671, + 0.004465201625640911, + 0.004454504407110155, + 0.004443829971129102, + 0.004433178276753029, + 0.004422549283091708, + 0.004411942949309401, + 0.004401359234624802, + 0.004390798098311058, + 0.004380259499695725, + 0.004369743398160732, + 0.004359249753142339, + 0.004348778524131159, + 0.004338329670672087, + 0.004327903152364314, + 0.004317498928861223, + 0.004307116959870461, + 0.0042967572051538444, + 0.004286419624527377, + 0.004276104177861148, + 0.0042658108250793894, + 0.004255539526160408, + 0.0042452902411365704, + 0.004235062930094227, + 0.004224857553173771, + 0.0042146740705695344, + 0.004204512442529813, + 0.004194372629356773, + 0.0041842545914065, + 0.004174158289088915, + 0.004164083682867787, + 0.004154030733260633, + 0.004143999400838784, + 0.0041339896462272915, + 0.004124001430104924, + 0.00411403471320411, + 0.0041040894563109465, + 0.00409416562026515, + 0.0040842631659600385, + 0.004074382054342459, + 0.00406452224641282, + 0.004054683703225033, + 0.004044866385886478, + 0.004035070255557959, + 0.004025295273453717, + 0.004015541400841374, + 0.004005808599041904, + 0.00399609682942958, + 0.003986406053431995, + 0.003976736232529994, + 0.003967087328257662, + 0.0039574593022022484, + 0.003947852116004212, + 0.003938265731357139, + 0.003928700110007714, + 0.003919155213755695, + 0.003909631004453896, + 0.003900127444008148, + 0.0038906444943772366, + 0.003881182117572927, + 0.003871740275659894, + 0.0038623189307557047, + 0.003852918045030761, + 0.0038435375807083067, + 0.0038341775000643764, + 0.003824837765427771, + 0.003815518339179983, + 0.003806219183755245, + 0.0037969402616404246, + 0.0037876815353750422, + 0.0037784429675511806, + 0.0037692245208135167, + 0.003760026157859259, + 0.0037508478414381126, + 0.00374168953435223, + 0.003732551199456222, + 0.003723432799657094, + 0.0037143342979142273, + 0.0037052556572393044, + 0.003696196840696347, + 0.003687157811401629, + 0.0036781385325236715, + 0.003669138967283166, + 0.003660159078952997, + 0.0036511988308581805, + 0.003642258186375837, + 0.0036333371089351265, + 0.0036244355620172666, + 0.003615553509155464, + 0.003606690913934904, + 0.0035978477399926643, + 0.0035890239510177526, + 0.003580219510751024, + 0.0035714343829851775, + 0.0035626685315646636, + 0.0035539219203857284, + 0.0035451945133963265, + 0.003536486274596111, + 0.0035277971680363596, + 0.0035191271578199922, + 0.003510476208101513, + 0.0035018442830869697, + 0.003493231347033901, + 0.003484637364251358, + 0.0034760622990998146, + 0.003467506115991161, + 0.003458968779388636, + 0.003450450253806841, + 0.0034419505038116647, + 0.003433469494020269, + 0.0034250071891010255, + 0.0034165635537735124, + 0.003408138552808465, + 0.0033997321510277462, + 0.003391344313304272, + 0.0033829750045620425, + 0.0033746241897760513, + 0.003366291833972283, + 0.0033579779022276336, + 0.0033496823596699254, + 0.0033414051714778454, + 0.003333146302880909, + 0.003324905719159408, + 0.0033166833856444126, + 0.003308479267717702, + 0.0033002933308117514, + 0.0032921255404096484, + 0.0032839758620451225, + 0.0032758442613024636, + 0.003267730703816504, + 0.003259635155272547, + 0.00325155758140638, + 0.0032434979480042156, + 0.0032354562209026268, + 0.0032274323659885564, + 0.0032194263491992494, + 0.0032114381365222293, + 0.003203467693995235, + 0.00319551498770622, + 0.0031875799837932923, + 0.003179662648444687, + 0.0031717629478987025, + 0.003163880848443698, + 0.003156016316418038, + 0.003148169318210065, + 0.0031403398202580154, + 0.003132527789050058, + 0.0031247331911241935, + 0.0031169559930682585, + 0.003109196161519829, + 0.0031014536631662486, + 0.0030937284647445593, + 0.0030860205330414626, + 0.0030783298348932577, + 0.003070656337185857, + 0.0030630000068547062, + 0.003055360810884764, + 0.0030477387163104284, + 0.003040133690215558, + 0.00303254569973338, + 0.0030249747120464857, + 0.00301742069438675, + 0.003009883614035341, + 0.0030023634383226547, + 0.002994860134628279, + 0.002987373670380936, + 0.0029799040130584816, + 0.0029724511301878354, + 0.0029650149893449647, + 0.0029575955581547975, + 0.002950192804291245, + 0.0029428066954771243, + 0.0029354371994841327, + 0.0029280842841327786, + 0.0029207479172923857, + 0.002913428066881029, + 0.002906124700865502, + 0.002898837787261249, + 0.002891567294132372, + 0.0028843131895915555, + 0.0028770754418000486, + 0.002869854018967589, + 0.0028626488893524087, + 0.0028554600212611636, + 0.0028482873830489065, + 0.0028411309431190246, + 0.002833990669923228, + 0.0028268665319614965, + 0.00281975849778204, + 0.0028126665359812404, + 0.002805590615203641, + 0.0027985307041418885, + 0.0027914867715367036, + 0.0027844587861767978, + 0.002777446716898902, + 0.002770450532587671, + 0.002763470202175675, + 0.0027565056946433136, + 0.0027495569790188293, + 0.002742624024378241, + 0.002735706799845302, + 0.002728805274591437, + 0.002721919417835752, + 0.0027150491988449516, + 0.002708194586933319, + 0.0027013555514626406, + 0.0026945320618422188, + 0.002687724087528789, + 0.002680931598026478, + 0.002674154562886789, + 0.002667392951708538, + 0.0026606467341378313, + 0.00265391587986798, + 0.0026472003586395167, + 0.002640500140240117, + 0.0026338151945045716, + 0.002627145491314716, + 0.0026204910005994363, + 0.0026138516923345924, + 0.002607227536542992, + 0.0026006185032943197, + 0.002594024562705138, + 0.002587445684938814, + 0.0025808818402054965, + 0.0025743329987620417, + 0.002567799130912012, + 0.0025612802070056058, + 0.002554776197439635, + 0.0025482870726574415, + 0.002541812803148911, + 0.0025353533594503932, + 0.002528908712144676, + 0.0025224788318609108, + 0.0025160636892746233, + 0.0025096632551076248, + 0.002503277500128, + 0.002496906395150025, + 0.0024905499110341764, + 0.0024842080186870457, + 0.002477880689061328, + 0.0024715678931557317, + 0.002465269602014999, + 0.002458985786729815, + 0.0024527164184367876, + 0.0024464614683183815, + 0.0024402209076029024, + 0.002433994707564439, + 0.002427782839522831, + 0.002421585274843592, + 0.0024154019849379105, + 0.0024092329412625842, + 0.0024030781153199826, + 0.0023969374786579813, + 0.002390811002869954, + 0.0023846986595947093, + 0.002378600420516458, + 0.0023725162573647336, + 0.002366446141914402, + 0.0023603900459855834, + 0.0023543479414436267, + 0.0023483198001990327, + 0.002342305594207455, + 0.0023363052954696296, + 0.002330318876031339, + 0.0023243463079833542, + 0.002318387563461412, + 0.0023124426146461604, + 0.0023065114337631224, + 0.0023005939930826236, + 0.0022946902649197878, + 0.0022888002216344735, + 0.00228292383563123, + 0.002277061079359242, + 0.0022712119253123133, + 0.0022653763460287997, + 0.0022595543140915826, + 0.0022537458021279896, + 0.002247950782809798, + 0.0022421692288531604, + 0.0022364011130185713, + 0.0022306464081108, + 0.002224905086978887, + 0.002219177122516077, + 0.0022134624876597496, + 0.002207761155391425, + 0.002202073098736689, + 0.002196398290765155, + 0.002190736704590405, + 0.002185088313369975, + 0.002179453090305287, + 0.002173831008641618, + 0.0021682220416680284, + 0.00216262616271736, + 0.0021570433451661587, + 0.002151473562434648, + 0.0021459167879866576, + 0.0021403729953296123, + 0.002134842158014473, + 0.0021293242496356864, + 0.0021238192438311366, + 0.0021183271142821204, + 0.0021128478347132843, + 0.002107381378892596, + 0.0021019277206312647, + 0.0020964868337837433, + 0.00209105869224765, + 0.0020856432699637452, + 0.002080240540915854, + 0.002074850479130857, + 0.00206947305867863, + 0.002064108253672002, + 0.002058756038266689, + 0.00205341638666129, + 0.002048089273097205, + 0.002042774671858616, + 0.0020374725572724108, + 0.0020321829037081734, + 0.002026905685578115, + 0.002021640877337045, + 0.0020163884534822956, + 0.0020111483885537173, + 0.0020059206571336067, + 0.002000705233846672, + 0.0019955020933599727, + 0.001990311210382896, + 0.0019851325596670984, + 0.001979966116006467, + 0.001974811854237055, + 0.0019696697492370646, + 0.001964539775926785, + 0.001959421909268557, + 0.001954316124266696, + 0.001949222395967499, + 0.0019441406994591581, + 0.0019390710098717318, + 0.0019340133023770859, + 0.0019289675521888692, + 0.001923933734562453, + 0.0019189118247948931, + 0.0019139017982248625, + 0.001908903630232643, + 0.0019039172962400529, + 0.0018989427717104124, + 0.0018939800321484798, + 0.0018890290531004327, + 0.00188408981015381, + 0.0018791622789374638, + 0.001874246435121505, + 0.0018693422544172808, + 0.0018644497125773157, + 0.0018595687853952653, + 0.001854699448705863, + 0.0018498416783848896, + 0.0018449954503491253, + 0.0018401607405562988, + 0.001835337525005027, + 0.001830525779734803, + 0.0018257254808259197, + 0.0018209366043994515, + 0.001816159126617166, + 0.0018113930236815304, + 0.0018066382718356314, + 0.0018018948473631298, + 0.0017971627265882353, + 0.0017924418858756431, + 0.0017877323016304966, + 0.0017830339502983292, + 0.0017783468083650339, + 0.001773670852356812, + 0.0017690060588401283, + 0.0017643524044216473, + 0.0017597098657482217, + 0.001755078419506816, + 0.0017504580424244818, + 0.0017458487112682862, + 0.0017412504028452948, + 0.0017366630940025118, + 0.0017320867616268335, + 0.0017275213826449943, + 0.0017229669340235421, + 0.0017184233927687762, + 0.0017138907359267094, + 0.0017093689405830027, + 0.0017048579838629513, + 0.0017003578429314152, + 0.0016958684949927845, + 0.0016913899172909155, + 0.0016869220871091083, + 0.0016824649817700503, + 0.001678018578635772, + 0.0016735828551075853, + 0.0016691577886260652, + 0.0016647433566709829, + 0.0016603395367612765, + 0.001655946306454974, + 0.001651563643349186, + 0.0016471915250800386, + 0.001642829929322632, + 0.0016384788337909784, + 0.001634138216237987, + 0.0016298080544553957, + 0.001625488326273734, + 0.0016211790095622617, + 0.0016168800822289455, + 0.0016125915222203998, + 0.0016083133075218488, + 0.0016040454161570547, + 0.0015997878261883132, + 0.0015955405157163727, + 0.0015913034628804135, + 0.0015870766458579689, + 0.0015828600428649164, + 0.0015786536321554085, + 0.0015744573920218408, + 0.0015702713007947795, + 0.0015660953368429513, + 0.0015619294785731695, + 0.0015577737044303094, + 0.001553627992897234, + 0.0015494923224947759, + 0.0015453666717816811, + 0.0015412510193545598, + 0.0015371453438478345, + 0.0015330496239337108, + 0.0015289638383221232, + 0.0015248879657606858, + 0.0015208219850346408, + 0.0015167658749668305, + 0.0015127196144176381, + 0.001508683182284945, + 0.0015046565575040779, + 0.0015006397190477747, + 0.0014966326459261326, + 0.0014926353171865654, + 0.0014886477119137403, + 0.0014846698092295615, + 0.0014807015882931038, + 0.001476743028300562, + 0.0014727941084852257, + 0.0014688548081174158, + 0.0014649251065044517, + 0.0014610049829905812, + 0.001457094416956966, + 0.0014531933878216168, + 0.001449301875039354, + 0.0014454198581017475, + 0.0014415473165370924, + 0.0014376842299103517, + 0.0014338305778231137, + 0.001429986339913532, + 0.001426151495856303, + 0.0014223260253626024, + 0.0014185099081800517, + 0.0014147031240926528, + 0.0014109056529207663, + 0.0014071174745210495, + 0.0014033385687864178, + 0.0013995689156459888, + 0.0013958084950650492, + 0.001392057287045002, + 0.0013883152716233284, + 0.0013845824288735203, + 0.0013808587389050597, + 0.0013771441818633625, + 0.0013734387379297356, + 0.0013697423873213121, + 0.0013660551102910403, + 0.0013623768871276088, + 0.0013587076981554193, + 0.001355047523734517, + 0.0013513963442605729, + 0.0013477541401648245, + 0.00134412089191403, + 0.001340496580010413, + 0.0013368811849916401, + 0.001333274687430757, + 0.0013296770679361509, + 0.0013260883071514909, + 0.0013225083857557043, + 0.0013189372844629164, + 0.0013153749840224113, + 0.001311821465218568, + 0.0013082767088708476, + 0.0013047406958337194, + 0.0013012134069966335, + 0.0012976948232839528, + 0.0012941849256549343, + 0.0012906836951036658, + 0.0012871911126590314, + 0.0012837071593846453, + 0.001280231816378834, + 0.001276765064774573, + 0.0012733068857394487, + 0.001269857260475598, + 0.0012664161702196888, + 0.0012629835962428518, + 0.0012595595198506499, + 0.0012561439223830147, + 0.0012527367852142217, + 0.0012493380897528356, + 0.0012459478174416626, + 0.001242565949757702, + 0.0012391924682121128, + 0.001235827354350159, + 0.001232470589751171, + 0.0012291221560284831, + 0.0012257820348294127, + 0.0012224502078351995, + 0.0012191266567609662, + 0.0012158113633556611, + 0.0012125043094020304, + 0.001209205476716568, + 0.0012059148471494552, + 0.0012026324025845368, + 0.001199358124939263, + 0.0011960919961646525, + 0.001192833998245229, + 0.0011895841131990016, + 0.0011863423230774033, + 0.0011831086099652523, + 0.0011798829559806938, + 0.0011766653432751784, + 0.001173455754033396, + 0.0011702541704732442, + 0.001167060574845767, + 0.0011638749494351326, + 0.0011606972765585682, + 0.0011575275385663304, + 0.001154365717841638, + 0.0011512117968006563, + 0.001148065757892431, + 0.0011449275835988524, + 0.0011417972564345999, + 0.0011386747589471132, + 0.001135560073716536, + 0.0011324531833556768, + 0.0011293540705099524, + 0.0011262627178573595, + 0.0011231791081084217, + 0.001120103224006147, + 0.001117035048325972, + 0.0011139745638757345, + 0.0011109217534956194, + 0.001107876600058118, + 0.0011048390864679682, + 0.0011018091956621339, + 0.001098786910609746, + 0.0010957722143120608, + 0.0010927650898024052, + 0.0010897655201461533, + 0.0010867734884406639, + 0.0010837889778152483, + 0.001080811971431108, + 0.0010778424524813099, + 0.0010748804041907328, + 0.0010719258098160248, + 0.0010689786526455495, + 0.001066038915999357, + 0.0010631065832291309, + 0.0010601816377181475, + 0.0010572640628812185, + 0.0010543538421646675, + 0.0010514509590462708, + 0.0010485553970352227, + 0.0010456671396720733, + 0.0010427861705287094, + 0.0010399124732082923, + 0.0010370460313452224, + 0.001034186828605082, + 0.0010313348486846105, + 0.0010284900753116466, + 0.0010256524922450908, + 0.0010228220832748493, + 0.0010199988322218067, + 0.0010171827229377734, + 0.0010143737393054418, + 0.0010115718652383367, + 0.0010087770846807843, + 0.0010059893816078576, + 0.0010032087400253414, + 0.0010004351439696706, + 0.0009976685775079097, + 0.0009949090247376936, + 0.000992156469787191, + 0.0009894108968150476, + 0.0009866722900103624, + 0.000983940633592633, + 0.000981215911811702, + 0.0009784981089477325, + 0.0009757872093111553, + 0.0009730831972426237, + 0.0009703860571129662, + 0.0009676957733231549, + 0.0009650123303042526, + 0.0009623357125173736, + 0.0009596659044536295, + 0.0009570028906341037, + 0.0009543466556097949, + 0.0009516971839615791, + 0.0009490544603001568, + 0.0009464184692660228, + 0.0009437891955294173, + 0.0009411666237902807, + 0.0009385507387782062, + 0.0009359415252524075, + 0.0009333389680016694, + 0.000930743051844305, + 0.000928153761628104, + 0.000925571082230306, + 0.0009229949985575477, + 0.0009204254955458212, + 0.0009178625581604225, + 0.0009153061713959249, + 0.0009127563202761244, + 0.0009102129898540026, + 0.0009076761652116692, + 0.0009051458314603428, + 0.0009026219737402886, + 0.0009001045772207867, + 0.0008975936271000761, + 0.0008950891086053281, + 0.0008925910069925914, + 0.000890099307546758, + 0.0008876139955815058, + 0.000885135056439274, + 0.000882662475491209, + 0.000880196238137128, + 0.0008777363298054638, + 0.0008752827359532379, + 0.0008728354420660102, + 0.000870394433657838, + 0.0008679596962712251, + 0.0008655312154770956, + 0.0008631089768747367, + 0.0008606929660917659, + 0.0008582831687840767, + 0.0008558795706358109, + 0.0008534821573593053, + 0.0008510909146950571, + 0.0008487058284116678, + 0.0008463268843058192, + 0.000843954068202218, + 0.0008415873659535621, + 0.0008392267634404851, + 0.0008368722465715286, + 0.0008345238012830941, + 0.0008321814135394017, + 0.0008298450693324405, + 0.0008275147546819388, + 0.0008251904556353152, + 0.0008228721582676401, + 0.0008205598486815805, + 0.0008182535130073803, + 0.0008159531374028001, + 0.0008136587080530871, + 0.0008113702111709173, + 0.0008090876329963736, + 0.0008068109597968912, + 0.00080454017786722, + 0.0008022752735293759, + 0.0008000162331326114, + 0.0007977630430533669, + 0.0007955156896952229, + 0.0007932741594888708, + 0.0007910384388920629, + 0.0007888085143895759, + 0.0007865843724931584, + 0.0007843659997415052, + 0.0007821533827002043, + 0.0007799465079617036, + 0.0007777453621452552, + 0.000775549931896892, + 0.0007733602038893751, + 0.0007711761648221572, + 0.000768997801421333, + 0.0007668251004396097, + 0.000764658048656259, + 0.0007624966328770794, + 0.0007603408399343434, + 0.0007581906566867759, + 0.0007560460700194966, + 0.0007539070668439901, + 0.0007517736340980508, + 0.0007496457587457581, + 0.0007475234277774251, + 0.0007454066282095637, + 0.0007432953470848325, + 0.0007411895714720109, + 0.0007390892884659486, + 0.0007369944851875297, + 0.0007349051487836207, + 0.0007328212664270475, + 0.0007307428253165418, + 0.0007286698126767071, + 0.0007266022157579665, + 0.0007245400218365378, + 0.0007224832182143841, + 0.0007204317922191764, + 0.0007183857312042436, + 0.0007163450225485469, + 0.0007143096536566288, + 0.0007122796119585801, + 0.0007102548849099865, + 0.0007082354599919034, + 0.0007062213247108072, + 0.0007042124665985604, + 0.0007022088732123578, + 0.0007002105321347054, + 0.000698217430973368, + 0.0006962295573613318, + 0.0006942468989567608, + 0.0006922694434429641, + 0.0006902971785283518, + 0.0006883300919463942, + 0.0006863681714555791, + 0.0006844114048393798, + 0.0006824597799062085, + 0.0006805132844893804, + 0.0006785719064470659, + 0.0006766356336622627, + 0.000674704454042748, + 0.0006727783555210421, + 0.0006708573260543609, + 0.0006689413536245902, + 0.0006670304262382333, + 0.0006651245319263803, + 0.0006632236587446583, + 0.0006613277947732028, + 0.000659436928116613, + 0.0006575510469039123, + 0.0006556701392885053, + 0.0006537941934481471, + 0.0006519231975848969, + 0.0006500571399250824, + 0.000648196008719253, + 0.0006463397922421527, + 0.0006444884787926719, + 0.000642642056693812, + 0.0006408005142926396, + 0.0006389638399602591, + 0.0006371320220917646, + 0.0006353050491062001, + 0.0006334829094465276, + 0.0006316655915795831, + 0.0006298530839960385, + 0.0006280453752103605, + 0.0006262424537607762, + 0.0006244443082092307, + 0.0006226509271413533, + 0.0006208622991664072, + 0.000619078412917264, + 0.0006172992570503585, + 0.0006155248202456525, + 0.0006137550912065871, + 0.00061199005866006, + 0.0006102297113563738, + 0.0006084740380692055, + 0.0006067230275955572, + 0.000604976668755733, + 0.0006032349503932883, + 0.000601497861374998, + 0.0005997653905908101, + 0.0005980375269538186, + 0.000596314259400217, + 0.0005945955768892665, + 0.0005928814684032449, + 0.0005911719229474251, + 0.0005894669295500271, + 0.0005877664772621835, + 0.0005860705551578932, + 0.0005843791523339978, + 0.0005826922579101317, + 0.0005810098610286917, + 0.0005793319508547889, + 0.0005776585165762231, + 0.0005759895474034389, + 0.0005743250325694882, + 0.0005726649613299878, + 0.0005710093229630924, + 0.0005693581067694479, + 0.0005677113020721593, + 0.0005660688982167443, + 0.0005644308845711082, + 0.0005627972505254973, + 0.0005611679854924664, + 0.0005595430789068324, + 0.0005579225202256506, + 0.0005563062989281663, + 0.0005546944045157847, + 0.0005530868265120234, + 0.0005514835544624872, + 0.000549884577934825, + 0.000548289886518693, + 0.0005466994698257127, + 0.0005451133174894442, + 0.0005435314191653413, + 0.000541953764530718, + 0.000540380343284705, + 0.0005388111451482236, + 0.0005372461598639394, + 0.0005356853771962315, + 0.0005341287869311483, + 0.000532576378876379, + 0.0005310281428612125, + 0.0005294840687365024, + 0.0005279441463746235, + 0.0005264083656694463, + 0.0005248767165362923, + 0.0005233491889119024, + 0.0005218257727543916, + 0.0005203064580432241, + 0.0005187912347791693, + 0.0005172800929842688, + 0.0005157730227017934, + 0.0005142700139962173, + 0.0005127710569531747, + 0.0005112761416794215, + 0.0005097852583028066, + 0.0005082983969722294, + 0.0005068155478576085, + 0.0005053367011498369, + 0.000503861847060757, + 0.0005023909758231174, + 0.0005009240776905402, + 0.0004994611429374788, + 0.0004980021618591913, + 0.0004965471247716986, + 0.0004950960220117511, + 0.0004936488439367858, + 0.0004922055809249029, + 0.0004907662233748198, + 0.0004893307617058415, + 0.00048789918635781755, + 0.00048647148779111564, + 0.00048504765648657913, + 0.0004836276829454966, + 0.00048221155768955786, + 0.0004807992712608293, + 0.0004793908142217114, + 0.0004779861771549061, + 0.00047658535066337656, + 0.00047518832537032013, + 0.0004737950919191267, + 0.0004724056409733473, + 0.0004710199632166509, + 0.0004696380493528018, + 0.00046825989010561454, + 0.0004668854762189246, + 0.00046551479845654523, + 0.0004641478476022443, + 0.00046278461445969937, + 0.0004614250898524693, + 0.00046006926462395124, + 0.00045871712963735546, + 0.0004573686757756645, + 0.0004560238939416007, + 0.0004546827750575869, + 0.00045334531006571986, + 0.00045201148992772794, + 0.0004506813056249433, + 0.0004493547481582572, + 0.0004480318085480976, + 0.0004467124778343862, + 0.00044539674707650887, + 0.00044408460735327355, + 0.0004427760497628871, + 0.000441471065422912, + 0.0004401696454702366, + 0.00043887178106103607, + 0.00043757746337074485, + 0.0004362866835940174, + 0.00043499943294469684, + 0.00043371570265577595, + 0.0004324354839793698, + 0.0004311587681866781, + 0.0004298855465679522, + 0.0004286158104324574, + 0.00042734955110844495, + 0.00042608675994311495, + 0.0004248274283025841, + 0.00042357154757184597, + 0.00042231910915474627, + 0.0004210701044739441, + 0.000419824524970879, + 0.00041858236210573393, + 0.00041734360735740854, + 0.00041610825222348146, + 0.0004148762882201774, + 0.0004136477068823304, + 0.00041242249976335653, + 0.00041120065843521804, + 0.0004099821744883858, + 0.0004087670395318126, + 0.0004075552451928954, + 0.0004063467831174455, + 0.00040514164496964863, + 0.00040393982243204057, + 0.00040274130720546807, + 0.0004015460910090595, + 0.0004003541655801856, + 0.0003991655226744338, + 0.0003979801540655714, + 0.0003967980515455146, + 0.0003956192069242901, + 0.00039444361203001084, + 0.0003932712587088363, + 0.0003921021388249443, + 0.0003909362442604925, + 0.0003897735669155924, + 0.00038861409870827226, + 0.0003874578315744478, + 0.00038630475746788314, + 0.0003851548683601669, + 0.0003840081562406735, + 0.0003828646131165353, + 0.0003817242310126022, + 0.0003805870019714195, + 0.00037945291805318904, + 0.00037832197133573964, + 0.00037719415391449044, + 0.00037606945790242494, + 0.0003749478754300552, + 0.0003738293986453915, + 0.00037271401971390456, + 0.0003716017308185031, + 0.00037049252415949385, + 0.0003693863919545549, + 0.00036828332643869667, + 0.0003671833198642387, + 0.000366086364500772, + 0.00036499245263513105, + 0.0003639015765713547, + 0.0003628137286306644, + 0.00036172890115142607, + 0.0003606470864891208, + 0.0003595682770163097, + 0.0003584924651226075, + 0.0003574196432146484, + 0.0003563498037160555, + 0.00035528293906740435, + 0.0003542190417262006, + 0.0003531581041668411, + 0.00035210011888058744, + 0.00035104507837552815, + 0.00034999297517655564, + 0.00034894380182532954, + 0.00034789755088024805, + 0.0003468542149164123, + 0.00034581378652560245, + 0.00034477625831624126, + 0.00034374162291336564, + 0.00034270987295859193, + 0.0003416810011100901, + 0.00034065500004255, + 0.0003396318624471518, + 0.0003386115810315304, + 0.0003375941485197531, + 0.0003365795576522816, + 0.00033556780118594625, + 0.000334558871893909, + 0.0003335527625656406, + 0.00033254946600688495, + 0.00033154897503963077, + 0.0003305512825020773, + 0.0003295563812486098, + 0.000328564264149766, + 0.00032757492409220225, + 0.0003265883539786707, + 0.0003256045467279828, + 0.00032462349527498304, + 0.00032364519257051336, + 0.00032266963158138976, + 0.00032169680529036743, + 0.0003207267066961139, + 0.0003197593288131732, + 0.00031879466467194347, + 0.00031783270731864185, + 0.0003168734498152773, + 0.0003159168852396156, + 0.0003149630066851572, + 0.0003140118072611018, + 0.0003130632800923217, + 0.00031211741831932644, + 0.0003111742150982417, + 0.0003102336636007726, + 0.0003092957570141789, + 0.000308360488541239, + 0.0003074278514002282, + 0.00030649783882488377, + 0.0003055704440643789, + 0.00030464566038328834, + 0.00030372348106156487, + 0.0003028038993945067, + 0.0003018869086927295, + 0.00030097250228213303, + 0.00030006067350387897, + 0.0002991514157143567, + 0.0002982447222851565, + 0.00029734058660303616, + 0.00029643900206989814, + 0.0002955399621027569, + 0.0002946434601337114, + 0.0002937494896099121, + 0.0002928580439935384, + 0.0002919691167617654, + 0.0002910827014067376, + 0.0002901987914355358, + 0.00028931738037015354, + 0.0002884384617474658, + 0.00028756202911920205, + 0.0002866880760519124, + 0.00028581659612694624, + 0.00028494758294041954, + 0.0002840810301031876, + 0.0002832169312408135, + 0.00028235527999354455, + 0.0002814960700162813, + 0.0002806392949785502, + 0.00027978494856447137, + 0.0002789330244727366, + 0.0002780835164165767, + 0.00027723641812373587, + 0.00027639172333643964, + 0.0002755494258113713, + 0.0002747095193196414, + 0.00027387199764676177, + 0.00027303685459261195, + 0.00027220408397141875, + 0.00027137367961172366, + 0.000270545635356357, + 0.0002697199450624064, + 0.00026889660260119417, + 0.0002680756018582467, + 0.00026725693673326794, + 0.00026644060114010796, + 0.0002656265890067411, + 0.00026481489427523437, + 0.00026400551090172267, + 0.00026319843285637577, + 0.00026239365412337827, + 0.00026159116870089796, + 0.00026079097060105705, + 0.0002599930538499083, + 0.0002591974124874061, + 0.0002584040405673799, + 0.00025761293215750337, + 0.0002568240813392727, + 0.0002560374822079759, + 0.00025525312887266763, + 0.0002544710154561382, + 0.000253691136094892, + 0.0002529134849391168, + 0.00025213805615265854, + 0.00025136484391299153, + 0.0002505938424111954, + 0.0002498250458519262, + 0.00024905844845339033, + 0.00024829404444731516, + 0.0002475318280789263, + 0.0002467717936069184, + 0.00024601393530343014, + 0.0002452582474540135, + 0.0002445047243576129, + 0.0002437533603265349, + 0.00024300414968642385, + 0.00024225708677623153, + 0.00024151216594819598, + 0.0002407693815678117, + 0.0002400287280138048, + 0.00023929019967810404, + 0.00023855379096581841, + 0.00023781949629520858, + 0.00023708731009766163, + 0.00023635722681766253, + 0.00023562924091277148, + 0.000234903346853596, + 0.00023417953912376567, + 0.00023345781221990316, + 0.00023273816065160288, + 0.00023202057894140197, + 0.00023130506162475639, + 0.00023059160325001113, + 0.00022988019837837982, + 0.00022917084158391524, + 0.00022846352745348544, + 0.00022775825058674517, + 0.00022705500559611408, + 0.000226353787106749, + 0.00022565458975651903, + 0.00022495740819597783, + 0.00022426223708834137, + 0.000223569071109461, + 0.0002228779049477979, + 0.00022218873330439638, + 0.00022150155089286155, + 0.00022081635243933158, + 0.00022013313268245437, + 0.00021945188637335856, + 0.0002187726082756332, + 0.00021809529316529948, + 0.00021741993583078713, + 0.00021674653107290663, + 0.0002160750737048278, + 0.00021540555855205292, + 0.00021473798045239223, + 0.000214072334255937, + 0.00021340861482503791, + 0.0002127468170342786, + 0.00021208693577045063, + 0.00021142896593252775, + 0.00021077290243164397, + 0.0002101187401910662, + 0.00020946647414617195, + 0.00020881609924442096, + 0.00020816761044533446, + 0.00020752100272046942, + 0.00020687627105339375, + 0.00020623341043966004, + 0.00020559241588678448, + 0.00020495328241422147, + 0.00020431600505333586, + 0.00020368057884738425, + 0.00020304699885148633, + 0.00020241526013260334, + 0.00020178535776951029, + 0.00020115728685277633, + 0.00020053104248473757, + 0.00019990661977947434, + 0.00019928401386278514, + 0.00019866321987216512, + 0.000198044232956781, + 0.0001974270482774479, + 0.00019681166100660215, + 0.00019619806632828195, + 0.00019558625943810114, + 0.00019497623554322617, + 0.00019436798986234991, + 0.0001937615176256717, + 0.00019315681407487152, + 0.00019255387446308732, + 0.0001919526940548882, + 0.00019135326812625577, + 0.00019075559196455777, + 0.00019015966086852502, + 0.00018956547014822658, + 0.00018897301512504897, + 0.00018838229113167103, + 0.00018779329351204215, + 0.0001872060176213551, + 0.0001866204588260275, + 0.00018603661250367608, + 0.00018545447404309443, + 0.00018487403884422722, + 0.00018429530231815096, + 0.0001837182598870487, + 0.0001831429069841879, + 0.00018256923905389443, + 0.00018199725155153415, + 0.00018142693994348749, + 0.00018085829970712676, + 0.00018029132633079202, + 0.0001797260153137708, + 0.00017916236216627366, + 0.0001786003624094128, + 0.00017804001157517576, + 0.00017748130520640732, + 0.0001769242388567843, + 0.000176368808090794, + 0.000175815008483709, + 0.0001752628356215684, + 0.0001747122851011532, + 0.00017416335252996482, + 0.0001736160335261995, + 0.00017307032371873066, + 0.00017252621874708384, + 0.00017198371426141483, + 0.00017144280592248606, + 0.0001709034894016467, + 0.00017036576038080914, + 0.00016982961455242775, + 0.00016929504761947382, + 0.00016876205529541723, + 0.0001682306333042025, + 0.0001677007773802273, + 0.00016717248326831842, + 0.00016664574672371302, + 0.00016612056351203496, + 0.0001655969294092731, + 0.00016507484020175813, + 0.0001645542916861434, + 0.0001640352796693816, + 0.00016351779996870322, + 0.0001630018484115935, + 0.00016248742083577314, + 0.00016197451308917586, + 0.00016146312102992492, + 0.00016095324052631434, + 0.0001604448674567855, + 0.0001599379977099071, + 0.00015943262718435072, + 0.0001589287517888734, + 0.00015842636744229337, + 0.0001579254700734705, + 0.00015742605562128235, + 0.00015692812003460587, + 0.0001564316592722946, + 0.0001559366693031584, + 0.0001554431461059394, + 0.0001549510856692952, + 0.0001544604839917745, + 0.00015397133708179784, + 0.00015348364095763435, + 0.00015299739164738343, + 0.000152512585188952, + 0.0001520292176300348, + 0.000151547285028091, + 0.00015106678345032671, + 0.00015058770897367178, + 0.00015011005768476054, + 0.00014963382567990857, + 0.00014915900906509487, + 0.00014868560395593953, + 0.00014821360647768425, + 0.00014774301276516884, + 0.00014727381896281468, + 0.00014680602122460118, + 0.00014633961571404694, + 0.0001458745986041873, + 0.0001454109660775563, + 0.00014494871432616457, + 0.0001444878395514802, + 0.000144028337964406, + 0.00014357020578526246, + 0.00014311343924376505, + 0.00014265803457900564, + 0.00014220398803942987, + 0.00014175129588281965, + 0.0001412999543762716, + 0.000140849959796178, + 0.00014040130842820392, + 0.0001399539965672712, + 0.00013950802051753542, + 0.00013906337659236765, + 0.00013862006111433267, + 0.0001381780704151712, + 0.0001377374008357786, + 0.00013729804872618612, + 0.00013686001044553895, + 0.0001364232823620793, + 0.00013598786085312474, + 0.0001355537423050498, + 0.00013512092311326407, + 0.0001346893996821952, + 0.00013425916842526792, + 0.00013383022576488537 + ], + "yaxis": "y" + }, + { + "type": "scatter", + "x": [ + -4, + -3.9991999199919994, + -3.9983998399839984, + -3.997599759975998, + -3.996799679967997, + -3.995999599959996, + -3.995199519951995, + -3.9943994399439946, + -3.9935993599359936, + -3.992799279927993, + -3.991999199919992, + -3.9911991199119914, + -3.9903990399039904, + -3.98959895989599, + -3.9887988798879888, + -3.987998799879988, + -3.987198719871987, + -3.9863986398639866, + -3.9855985598559855, + -3.984798479847985, + -3.983998399839984, + -3.9831983198319834, + -3.9823982398239823, + -3.9815981598159818, + -3.9807980798079807, + -3.97999799979998, + -3.979197919791979, + -3.9783978397839785, + -3.9775977597759775, + -3.976797679767977, + -3.975997599759976, + -3.9751975197519753, + -3.9743974397439743, + -3.9735973597359737, + -3.9727972797279727, + -3.971997199719972, + -3.971197119711971, + -3.9703970397039705, + -3.9695969596959695, + -3.968796879687969, + -3.967996799679968, + -3.9671967196719673, + -3.9663966396639663, + -3.9655965596559657, + -3.9647964796479647, + -3.963996399639964, + -3.963196319631963, + -3.9623962396239625, + -3.9615961596159615, + -3.960796079607961, + -3.95999599959996, + -3.9591959195919593, + -3.9583958395839582, + -3.9575957595759577, + -3.9567956795679566, + -3.955995599559956, + -3.955195519551955, + -3.9543954395439544, + -3.9535953595359534, + -3.952795279527953, + -3.951995199519952, + -3.9511951195119512, + -3.95039503950395, + -3.9495949594959496, + -3.9487948794879486, + -3.947994799479948, + -3.947194719471947, + -3.9463946394639464, + -3.9455945594559454, + -3.944794479447945, + -3.943994399439944, + -3.943194319431943, + -3.942394239423942, + -3.9415941594159416, + -3.9407940794079406, + -3.93999399939994, + -3.939193919391939, + -3.9383938393839384, + -3.937593759375938, + -3.936793679367937, + -3.935993599359936, + -3.935193519351935, + -3.9343934393439346, + -3.9335933593359336, + -3.932793279327933, + -3.931993199319932, + -3.9311931193119314, + -3.9303930393039304, + -3.9295929592959298, + -3.9287928792879288, + -3.927992799279928, + -3.927192719271927, + -3.9263926392639266, + -3.9255925592559255, + -3.924792479247925, + -3.923992399239924, + -3.9231923192319234, + -3.9223922392239223, + -3.9215921592159217, + -3.9207920792079207, + -3.91999199919992, + -3.919191919191919, + -3.9183918391839185, + -3.9175917591759175, + -3.916791679167917, + -3.915991599159916, + -3.9151915191519153, + -3.9143914391439143, + -3.9135913591359137, + -3.9127912791279127, + -3.911991199119912, + -3.911191119111911, + -3.9103910391039105, + -3.9095909590959095, + -3.908790879087909, + -3.907990799079908, + -3.9071907190719073, + -3.9063906390639063, + -3.9055905590559057, + -3.9047904790479047, + -3.903990399039904, + -3.903190319031903, + -3.9023902390239025, + -3.9015901590159014, + -3.900790079007901, + -3.8999899989999, + -3.8991899189918993, + -3.8983898389838982, + -3.8975897589758977, + -3.8967896789678966, + -3.895989598959896, + -3.895189518951895, + -3.8943894389438944, + -3.8935893589358934, + -3.892789278927893, + -3.891989198919892, + -3.8911891189118912, + -3.89038903890389, + -3.8895889588958896, + -3.8887888788878886, + -3.887988798879888, + -3.887188718871887, + -3.8863886388638864, + -3.8855885588558854, + -3.884788478847885, + -3.883988398839884, + -3.883188318831883, + -3.882388238823882, + -3.8815881588158816, + -3.8807880788078806, + -3.87998799879988, + -3.879187918791879, + -3.8783878387838784, + -3.877587758775878, + -3.8767876787678768, + -3.875987598759876, + -3.875187518751875, + -3.8743874387438746, + -3.8735873587358736, + -3.872787278727873, + -3.871987198719872, + -3.8711871187118714, + -3.8703870387038704, + -3.8695869586958698, + -3.8687868786878687, + -3.867986798679868, + -3.867186718671867, + -3.8663866386638666, + -3.8655865586558655, + -3.864786478647865, + -3.863986398639864, + -3.8631863186318633, + -3.8623862386238623, + -3.8615861586158617, + -3.8607860786078607, + -3.85998599859986, + -3.859185918591859, + -3.8583858385838585, + -3.8575857585758575, + -3.856785678567857, + -3.855985598559856, + -3.8551855185518553, + -3.8543854385438543, + -3.8535853585358537, + -3.8527852785278527, + -3.851985198519852, + -3.851185118511851, + -3.8503850385038505, + -3.8495849584958495, + -3.848784878487849, + -3.847984798479848, + -3.8471847184718473, + -3.8463846384638463, + -3.8455845584558457, + -3.8447844784478447, + -3.843984398439844, + -3.843184318431843, + -3.8423842384238425, + -3.8415841584158414, + -3.840784078407841, + -3.83998399839984, + -3.8391839183918393, + -3.8383838383838382, + -3.8375837583758377, + -3.8367836783678366, + -3.835983598359836, + -3.835183518351835, + -3.8343834383438344, + -3.8335833583358334, + -3.832783278327833, + -3.831983198319832, + -3.8311831183118312, + -3.83038303830383, + -3.8295829582958296, + -3.8287828782878286, + -3.827982798279828, + -3.827182718271827, + -3.8263826382638264, + -3.8255825582558254, + -3.824782478247825, + -3.8239823982398238, + -3.823182318231823, + -3.822382238223822, + -3.8215821582158216, + -3.820782078207821, + -3.81998199819982, + -3.819181918191819, + -3.8183818381838184, + -3.817581758175818, + -3.8167816781678168, + -3.8159815981598157, + -3.815181518151815, + -3.8143814381438146, + -3.8135813581358136, + -3.812781278127813, + -3.811981198119812, + -3.8111811181118114, + -3.8103810381038103, + -3.8095809580958098, + -3.8087808780878087, + -3.807980798079808, + -3.807180718071807, + -3.8063806380638066, + -3.8055805580558055, + -3.804780478047805, + -3.803980398039804, + -3.8031803180318033, + -3.8023802380238023, + -3.8015801580158017, + -3.8007800780078007, + -3.7999799979998, + -3.799179917991799, + -3.7983798379837985, + -3.7975797579757975, + -3.796779677967797, + -3.795979597959796, + -3.7951795179517953, + -3.7943794379437943, + -3.7935793579357937, + -3.7927792779277927, + -3.791979197919792, + -3.791179117911791, + -3.7903790379037905, + -3.7895789578957895, + -3.788778877887789, + -3.787978797879788, + -3.7871787178717873, + -3.7863786378637863, + -3.7855785578557857, + -3.7847784778477847, + -3.783978397839784, + -3.783178317831783, + -3.7823782378237825, + -3.7815781578157814, + -3.780778077807781, + -3.77997799779978, + -3.7791779177917793, + -3.7783778377837782, + -3.7775777577757776, + -3.7767776777677766, + -3.775977597759776, + -3.775177517751775, + -3.7743774377437744, + -3.7735773577357734, + -3.772777277727773, + -3.771977197719772, + -3.771177117711771, + -3.77037703770377, + -3.7695769576957696, + -3.7687768776877686, + -3.767976797679768, + -3.767176717671767, + -3.7663766376637664, + -3.7655765576557654, + -3.764776477647765, + -3.7639763976397638, + -3.763176317631763, + -3.762376237623762, + -3.7615761576157616, + -3.760776077607761, + -3.75997599759976, + -3.759175917591759, + -3.7583758375837584, + -3.757575757575758, + -3.7567756775677568, + -3.7559755975597557, + -3.755175517551755, + -3.7543754375437546, + -3.7535753575357536, + -3.752775277527753, + -3.751975197519752, + -3.7511751175117514, + -3.7503750375037503, + -3.7495749574957498, + -3.7487748774877487, + -3.747974797479748, + -3.747174717471747, + -3.7463746374637465, + -3.7455745574557455, + -3.744774477447745, + -3.743974397439744, + -3.7431743174317433, + -3.7423742374237423, + -3.7415741574157417, + -3.7407740774077407, + -3.73997399739974, + -3.739173917391739, + -3.7383738373837385, + -3.7375737573757375, + -3.736773677367737, + -3.735973597359736, + -3.7351735173517353, + -3.7343734373437343, + -3.7335733573357337, + -3.7327732773277327, + -3.731973197319732, + -3.731173117311731, + -3.7303730373037305, + -3.7295729572957295, + -3.728772877287729, + -3.727972797279728, + -3.7271727172717273, + -3.7263726372637263, + -3.7255725572557257, + -3.7247724772477246, + -3.723972397239724, + -3.723172317231723, + -3.7223722372237225, + -3.7215721572157214, + -3.720772077207721, + -3.71997199719972, + -3.7191719171917192, + -3.718371837183718, + -3.7175717571757176, + -3.7167716771677166, + -3.715971597159716, + -3.715171517151715, + -3.7143714371437144, + -3.7135713571357134, + -3.712771277127713, + -3.711971197119712, + -3.711171117111711, + -3.71037103710371, + -3.7095709570957096, + -3.7087708770877086, + -3.707970797079708, + -3.707170717071707, + -3.7063706370637064, + -3.7055705570557054, + -3.704770477047705, + -3.703970397039704, + -3.703170317031703, + -3.702370237023702, + -3.7015701570157016, + -3.700770077007701, + -3.6999699969997, + -3.699169916991699, + -3.6983698369836984, + -3.697569756975698, + -3.6967696769676968, + -3.6959695969596957, + -3.695169516951695, + -3.6943694369436946, + -3.6935693569356935, + -3.6927692769276925, + -3.691969196919692, + -3.6911691169116914, + -3.6903690369036903, + -3.6895689568956893, + -3.6887688768876887, + -3.687968796879688, + -3.687168716871687, + -3.6863686368636865, + -3.6855685568556855, + -3.684768476847685, + -3.683968396839684, + -3.6831683168316833, + -3.6823682368236823, + -3.6815681568156817, + -3.6807680768076807, + -3.67996799679968, + -3.679167916791679, + -3.6783678367836785, + -3.6775677567756775, + -3.676767676767677, + -3.675967596759676, + -3.6751675167516753, + -3.6743674367436743, + -3.6735673567356737, + -3.6727672767276727, + -3.671967196719672, + -3.671167116711671, + -3.6703670367036705, + -3.6695669566956695, + -3.668766876687669, + -3.667966796679668, + -3.6671667166716673, + -3.6663666366636662, + -3.6655665566556657, + -3.6647664766476646, + -3.663966396639664, + -3.663166316631663, + -3.6623662366236625, + -3.6615661566156614, + -3.660766076607661, + -3.65996599659966, + -3.6591659165916592, + -3.658365836583658, + -3.6575657565756576, + -3.6567656765676566, + -3.655965596559656, + -3.655165516551655, + -3.6543654365436544, + -3.6535653565356534, + -3.652765276527653, + -3.651965196519652, + -3.651165116511651, + -3.65036503650365, + -3.6495649564956496, + -3.6487648764876486, + -3.647964796479648, + -3.647164716471647, + -3.6463646364636464, + -3.6455645564556454, + -3.644764476447645, + -3.6439643964396438, + -3.643164316431643, + -3.642364236423642, + -3.6415641564156416, + -3.640764076407641, + -3.63996399639964, + -3.639163916391639, + -3.6383638363836384, + -3.637563756375638, + -3.6367636763676368, + -3.6359635963596357, + -3.635163516351635, + -3.6343634363436346, + -3.6335633563356335, + -3.6327632763276325, + -3.631963196319632, + -3.6311631163116314, + -3.6303630363036303, + -3.6295629562956293, + -3.6287628762876287, + -3.627962796279628, + -3.627162716271627, + -3.6263626362636265, + -3.6255625562556255, + -3.624762476247625, + -3.623962396239624, + -3.6231623162316233, + -3.6223622362236223, + -3.6215621562156217, + -3.6207620762076207, + -3.61996199619962, + -3.619161916191619, + -3.6183618361836185, + -3.6175617561756175, + -3.616761676167617, + -3.615961596159616, + -3.6151615161516153, + -3.6143614361436143, + -3.6135613561356137, + -3.6127612761276127, + -3.611961196119612, + -3.611161116111611, + -3.6103610361036105, + -3.6095609560956095, + -3.608760876087609, + -3.607960796079608, + -3.6071607160716073, + -3.6063606360636062, + -3.6055605560556057, + -3.6047604760476046, + -3.603960396039604, + -3.603160316031603, + -3.6023602360236024, + -3.6015601560156014, + -3.600760076007601, + -3.5999599959996, + -3.5991599159915992, + -3.598359835983598, + -3.5975597559755976, + -3.5967596759675966, + -3.595959595959596, + -3.595159515951595, + -3.5943594359435944, + -3.5935593559355934, + -3.592759275927593, + -3.591959195919592, + -3.591159115911591, + -3.59035903590359, + -3.5895589558955896, + -3.5887588758875886, + -3.587958795879588, + -3.587158715871587, + -3.5863586358635864, + -3.5855585558555854, + -3.584758475847585, + -3.5839583958395838, + -3.583158315831583, + -3.582358235823582, + -3.5815581558155816, + -3.580758075807581, + -3.57995799579958, + -3.579157915791579, + -3.5783578357835784, + -3.5775577557755778, + -3.5767576757675767, + -3.5759575957595757, + -3.575157515751575, + -3.5743574357435746, + -3.5735573557355735, + -3.5727572757275725, + -3.571957195719572, + -3.5711571157115714, + -3.5703570357035703, + -3.5695569556955693, + -3.5687568756875687, + -3.567956795679568, + -3.567156715671567, + -3.5663566356635665, + -3.5655565556555655, + -3.564756475647565, + -3.563956395639564, + -3.5631563156315633, + -3.5623562356235623, + -3.5615561556155617, + -3.5607560756075607, + -3.55995599559956, + -3.559155915591559, + -3.5583558355835585, + -3.5575557555755575, + -3.556755675567557, + -3.555955595559556, + -3.5551555155515553, + -3.5543554355435543, + -3.5535553555355537, + -3.5527552755275527, + -3.551955195519552, + -3.551155115511551, + -3.5503550355035505, + -3.5495549554955494, + -3.548754875487549, + -3.547954795479548, + -3.5471547154715473, + -3.5463546354635462, + -3.5455545554555457, + -3.5447544754475446, + -3.543954395439544, + -3.543154315431543, + -3.5423542354235424, + -3.5415541554155414, + -3.540754075407541, + -3.53995399539954, + -3.5391539153915392, + -3.538353835383538, + -3.5375537553755376, + -3.5367536753675366, + -3.535953595359536, + -3.535153515351535, + -3.5343534353435344, + -3.5335533553355334, + -3.532753275327533, + -3.531953195319532, + -3.531153115311531, + -3.53035303530353, + -3.5295529552955296, + -3.5287528752875286, + -3.527952795279528, + -3.527152715271527, + -3.5263526352635264, + -3.5255525552555254, + -3.5247524752475248, + -3.5239523952395237, + -3.523152315231523, + -3.522352235223522, + -3.5215521552155216, + -3.520752075207521, + -3.51995199519952, + -3.519151915191519, + -3.5183518351835184, + -3.5175517551755178, + -3.5167516751675167, + -3.5159515951595157, + -3.515151515151515, + -3.5143514351435146, + -3.5135513551355135, + -3.5127512751275125, + -3.511951195119512, + -3.5111511151115113, + -3.5103510351035103, + -3.5095509550955093, + -3.5087508750875087, + -3.507950795079508, + -3.507150715071507, + -3.5063506350635065, + -3.5055505550555055, + -3.504750475047505, + -3.503950395039504, + -3.5031503150315033, + -3.5023502350235023, + -3.5015501550155017, + -3.5007500750075007, + -3.4999499949994997, + -3.499149914991499, + -3.4983498349834985, + -3.4975497549754975, + -3.496749674967497, + -3.495949594959496, + -3.4951495149514953, + -3.4943494349434943, + -3.4935493549354937, + -3.4927492749274927, + -3.491949194919492, + -3.491149114911491, + -3.4903490349034905, + -3.4895489548954894, + -3.488748874887489, + -3.487948794879488, + -3.4871487148714873, + -3.4863486348634862, + -3.4855485548554856, + -3.4847484748474846, + -3.483948394839484, + -3.483148314831483, + -3.4823482348234824, + -3.4815481548154814, + -3.480748074807481, + -3.47994799479948, + -3.4791479147914792, + -3.478347834783478, + -3.4775477547754776, + -3.4767476747674766, + -3.475947594759476, + -3.475147514751475, + -3.4743474347434744, + -3.4735473547354734, + -3.472747274727473, + -3.4719471947194718, + -3.471147114711471, + -3.47034703470347, + -3.4695469546954696, + -3.4687468746874686, + -3.467946794679468, + -3.4671467146714674, + -3.4663466346634664, + -3.4655465546554653, + -3.4647464746474648, + -3.463946394639464, + -3.463146314631463, + -3.462346234623462, + -3.4615461546154616, + -3.460746074607461, + -3.45994599459946, + -3.459145914591459, + -3.4583458345834583, + -3.4575457545754578, + -3.4567456745674567, + -3.4559455945594557, + -3.455145514551455, + -3.4543454345434546, + -3.4535453545354535, + -3.4527452745274525, + -3.451945194519452, + -3.4511451145114513, + -3.4503450345034503, + -3.4495449544954493, + -3.4487448744874487, + -3.447944794479448, + -3.447144714471447, + -3.446344634463446, + -3.4455445544554455, + -3.444744474447445, + -3.443944394439444, + -3.443144314431443, + -3.4423442344234423, + -3.4415441544154417, + -3.4407440744074407, + -3.4399439943994397, + -3.439143914391439, + -3.4383438343834385, + -3.4375437543754375, + -3.436743674367437, + -3.435943594359436, + -3.4351435143514353, + -3.4343434343434343, + -3.4335433543354337, + -3.4327432743274326, + -3.431943194319432, + -3.431143114311431, + -3.4303430343034305, + -3.4295429542954294, + -3.428742874287429, + -3.427942794279428, + -3.4271427142714272, + -3.4263426342634262, + -3.4255425542554256, + -3.4247424742474246, + -3.423942394239424, + -3.423142314231423, + -3.4223422342234224, + -3.4215421542154214, + -3.420742074207421, + -3.41994199419942, + -3.419141914191419, + -3.418341834183418, + -3.4175417541754176, + -3.4167416741674166, + -3.415941594159416, + -3.415141514151415, + -3.4143414341434144, + -3.4135413541354134, + -3.412741274127413, + -3.4119411941194118, + -3.411141114111411, + -3.41034103410341, + -3.4095409540954096, + -3.4087408740874086, + -3.407940794079408, + -3.4071407140714074, + -3.4063406340634064, + -3.4055405540554053, + -3.4047404740474048, + -3.403940394039404, + -3.403140314031403, + -3.402340234023402, + -3.4015401540154016, + -3.400740074007401, + -3.3999399939994, + -3.399139913991399, + -3.3983398339833983, + -3.3975397539753978, + -3.3967396739673967, + -3.3959395939593957, + -3.395139513951395, + -3.3943394339433945, + -3.3935393539353935, + -3.3927392739273925, + -3.391939193919392, + -3.3911391139113913, + -3.3903390339033903, + -3.3895389538953893, + -3.3887388738873887, + -3.387938793879388, + -3.387138713871387, + -3.386338633863386, + -3.3855385538553855, + -3.384738473847385, + -3.383938393839384, + -3.383138313831383, + -3.3823382338233823, + -3.3815381538153817, + -3.3807380738073807, + -3.3799379937993796, + -3.379137913791379, + -3.3783378337833785, + -3.3775377537753775, + -3.376737673767377, + -3.375937593759376, + -3.3751375137513753, + -3.3743374337433742, + -3.3735373537353737, + -3.3727372737273726, + -3.371937193719372, + -3.371137113711371, + -3.3703370337033705, + -3.3695369536953694, + -3.368736873687369, + -3.367936793679368, + -3.3671367136713672, + -3.366336633663366, + -3.3655365536553656, + -3.3647364736473646, + -3.363936393639364, + -3.363136313631363, + -3.3623362336233624, + -3.3615361536153614, + -3.360736073607361, + -3.35993599359936, + -3.359135913591359, + -3.358335833583358, + -3.3575357535753576, + -3.3567356735673566, + -3.355935593559356, + -3.355135513551355, + -3.3543354335433544, + -3.3535353535353534, + -3.352735273527353, + -3.3519351935193518, + -3.351135113511351, + -3.35033503350335, + -3.3495349534953496, + -3.3487348734873486, + -3.347934793479348, + -3.3471347134713474, + -3.3463346334633464, + -3.3455345534553453, + -3.3447344734473448, + -3.343934393439344, + -3.343134313431343, + -3.342334233423342, + -3.3415341534153415, + -3.340734073407341, + -3.33993399339934, + -3.339133913391339, + -3.3383338333833383, + -3.3375337533753378, + -3.3367336733673367, + -3.3359335933593357, + -3.335133513351335, + -3.3343334333433345, + -3.3335333533353335, + -3.3327332733273325, + -3.331933193319332, + -3.3311331133113313, + -3.3303330333033303, + -3.3295329532953293, + -3.3287328732873287, + -3.327932793279328, + -3.327132713271327, + -3.326332633263326, + -3.3255325532553255, + -3.324732473247325, + -3.323932393239324, + -3.323132313231323, + -3.3223322332233223, + -3.3215321532153217, + -3.3207320732073207, + -3.3199319931993196, + -3.319131913191319, + -3.3183318331833185, + -3.3175317531753175, + -3.316731673167317, + -3.315931593159316, + -3.3151315131513153, + -3.3143314331433142, + -3.3135313531353137, + -3.3127312731273126, + -3.311931193119312, + -3.311131113111311, + -3.3103310331033104, + -3.3095309530953094, + -3.308730873087309, + -3.307930793079308, + -3.3071307130713072, + -3.306330633063306, + -3.3055305530553056, + -3.3047304730473046, + -3.303930393039304, + -3.303130313031303, + -3.3023302330233024, + -3.3015301530153014, + -3.300730073007301, + -3.2999299929993, + -3.299129912991299, + -3.298329832983298, + -3.2975297529752976, + -3.2967296729672966, + -3.295929592959296, + -3.295129512951295, + -3.2943294329432944, + -3.2935293529352934, + -3.292729272927293, + -3.2919291929192918, + -3.291129112911291, + -3.29032903290329, + -3.2895289528952896, + -3.2887288728872885, + -3.287928792879288, + -3.287128712871287, + -3.2863286328632864, + -3.2855285528552853, + -3.2847284728472848, + -3.283928392839284, + -3.283128312831283, + -3.282328232823282, + -3.2815281528152815, + -3.280728072807281, + -3.27992799279928, + -3.279127912791279, + -3.2783278327832783, + -3.2775277527752777, + -3.2767276727672767, + -3.2759275927592757, + -3.275127512751275, + -3.2743274327432745, + -3.2735273527352735, + -3.2727272727272725, + -3.271927192719272, + -3.2711271127112713, + -3.2703270327032703, + -3.2695269526952693, + -3.2687268726872687, + -3.267926792679268, + -3.267126712671267, + -3.266326632663266, + -3.2655265526552655, + -3.264726472647265, + -3.263926392639264, + -3.263126312631263, + -3.2623262326232623, + -3.2615261526152617, + -3.2607260726072607, + -3.2599259925992596, + -3.259125912591259, + -3.2583258325832585, + -3.2575257525752574, + -3.2567256725672564, + -3.255925592559256, + -3.2551255125512553, + -3.2543254325432542, + -3.2535253525352537, + -3.2527252725272526, + -3.251925192519252, + -3.251125112511251, + -3.2503250325032504, + -3.2495249524952494, + -3.248724872487249, + -3.247924792479248, + -3.2471247124712472, + -3.246324632463246, + -3.2455245524552456, + -3.2447244724472446, + -3.243924392439244, + -3.243124312431243, + -3.2423242324232424, + -3.2415241524152414, + -3.240724072407241, + -3.23992399239924, + -3.239123912391239, + -3.238323832383238, + -3.2375237523752376, + -3.2367236723672366, + -3.235923592359236, + -3.235123512351235, + -3.2343234323432344, + -3.2335233523352334, + -3.2327232723272328, + -3.2319231923192318, + -3.231123112311231, + -3.23032303230323, + -3.2295229522952296, + -3.2287228722872285, + -3.227922792279228, + -3.227122712271227, + -3.2263226322632264, + -3.2255225522552253, + -3.2247224722472247, + -3.223922392239224, + -3.223122312231223, + -3.222322232223222, + -3.2215221522152215, + -3.220722072207221, + -3.21992199219922, + -3.219121912191219, + -3.2183218321832183, + -3.2175217521752177, + -3.2167216721672167, + -3.2159215921592157, + -3.215121512151215, + -3.2143214321432145, + -3.2135213521352135, + -3.2127212721272125, + -3.211921192119212, + -3.2111211121112113, + -3.2103210321032103, + -3.2095209520952093, + -3.2087208720872087, + -3.207920792079208, + -3.207120712071207, + -3.206320632063206, + -3.2055205520552055, + -3.204720472047205, + -3.203920392039204, + -3.203120312031203, + -3.2023202320232023, + -3.2015201520152017, + -3.2007200720072007, + -3.1999199919991996, + -3.199119911991199, + -3.1983198319831985, + -3.1975197519751974, + -3.1967196719671964, + -3.195919591959196, + -3.1951195119511953, + -3.1943194319431942, + -3.1935193519351937, + -3.1927192719271926, + -3.191919191919192, + -3.191119111911191, + -3.1903190319031904, + -3.1895189518951894, + -3.188718871887189, + -3.187918791879188, + -3.1871187118711872, + -3.186318631863186, + -3.1855185518551856, + -3.1847184718471846, + -3.183918391839184, + -3.183118311831183, + -3.1823182318231824, + -3.1815181518151814, + -3.180718071807181, + -3.1799179917991798, + -3.179117911791179, + -3.178317831783178, + -3.1775177517751776, + -3.1767176717671766, + -3.175917591759176, + -3.175117511751175, + -3.1743174317431744, + -3.1735173517351734, + -3.1727172717271728, + -3.1719171917191717, + -3.171117111711171, + -3.17031703170317, + -3.1695169516951696, + -3.1687168716871685, + -3.167916791679168, + -3.167116711671167, + -3.1663166316631663, + -3.1655165516551653, + -3.1647164716471647, + -3.163916391639164, + -3.163116311631163, + -3.162316231623162, + -3.1615161516151615, + -3.160716071607161, + -3.15991599159916, + -3.159115911591159, + -3.1583158315831583, + -3.1575157515751577, + -3.1567156715671567, + -3.1559155915591557, + -3.155115511551155, + -3.1543154315431545, + -3.1535153515351535, + -3.1527152715271525, + -3.151915191519152, + -3.1511151115111513, + -3.1503150315031503, + -3.1495149514951493, + -3.1487148714871487, + -3.147914791479148, + -3.147114711471147, + -3.146314631463146, + -3.1455145514551455, + -3.144714471447145, + -3.143914391439144, + -3.143114311431143, + -3.1423142314231423, + -3.1415141514151417, + -3.1407140714071407, + -3.1399139913991396, + -3.139113911391139, + -3.1383138313831385, + -3.1375137513751374, + -3.1367136713671364, + -3.135913591359136, + -3.1351135113511353, + -3.1343134313431342, + -3.1335133513351336, + -3.1327132713271326, + -3.131913191319132, + -3.131113111311131, + -3.1303130313031304, + -3.1295129512951294, + -3.128712871287129, + -3.127912791279128, + -3.127112711271127, + -3.126312631263126, + -3.1255125512551256, + -3.1247124712471246, + -3.123912391239124, + -3.123112311231123, + -3.1223122312231224, + -3.1215121512151214, + -3.120712071207121, + -3.1199119911991198, + -3.119111911191119, + -3.118311831183118, + -3.1175117511751176, + -3.1167116711671166, + -3.115911591159116, + -3.115111511151115, + -3.1143114311431144, + -3.1135113511351133, + -3.1127112711271128, + -3.1119111911191117, + -3.111111111111111, + -3.11031103110311, + -3.1095109510951096, + -3.1087108710871085, + -3.107910791079108, + -3.107110711071107, + -3.1063106310631063, + -3.1055105510551053, + -3.1047104710471047, + -3.103910391039104, + -3.103110311031103, + -3.102310231023102, + -3.1015101510151015, + -3.100710071007101, + -3.0999099909991, + -3.099109910991099, + -3.0983098309830983, + -3.0975097509750977, + -3.0967096709670967, + -3.0959095909590957, + -3.095109510951095, + -3.0943094309430945, + -3.0935093509350935, + -3.0927092709270925, + -3.091909190919092, + -3.0911091109110913, + -3.0903090309030903, + -3.0895089508950893, + -3.0887088708870887, + -3.087908790879088, + -3.087108710871087, + -3.086308630863086, + -3.0855085508550855, + -3.084708470847085, + -3.083908390839084, + -3.083108310831083, + -3.0823082308230823, + -3.0815081508150817, + -3.0807080708070806, + -3.0799079907990796, + -3.079107910791079, + -3.0783078307830785, + -3.0775077507750774, + -3.0767076707670764, + -3.075907590759076, + -3.0751075107510752, + -3.074307430743074, + -3.0735073507350736, + -3.0727072707270726, + -3.071907190719072, + -3.071107110711071, + -3.0703070307030704, + -3.0695069506950694, + -3.068706870687069, + -3.067906790679068, + -3.067106710671067, + -3.066306630663066, + -3.0655065506550656, + -3.0647064706470646, + -3.063906390639064, + -3.063106310631063, + -3.0623062306230624, + -3.0615061506150614, + -3.060706070607061, + -3.0599059905990598, + -3.059105910591059, + -3.058305830583058, + -3.0575057505750576, + -3.0567056705670566, + -3.055905590559056, + -3.055105510551055, + -3.0543054305430544, + -3.0535053505350533, + -3.0527052705270528, + -3.0519051905190517, + -3.051105110511051, + -3.05030503050305, + -3.0495049504950495, + -3.0487048704870485, + -3.047904790479048, + -3.047104710471047, + -3.0463046304630463, + -3.0455045504550453, + -3.0447044704470447, + -3.043904390439044, + -3.043104310431043, + -3.042304230423042, + -3.0415041504150415, + -3.040704070407041, + -3.03990399039904, + -3.039103910391039, + -3.0383038303830383, + -3.0375037503750377, + -3.0367036703670367, + -3.0359035903590357, + -3.035103510351035, + -3.0343034303430345, + -3.0335033503350335, + -3.0327032703270325, + -3.031903190319032, + -3.0311031103110313, + -3.0303030303030303, + -3.0295029502950293, + -3.0287028702870287, + -3.027902790279028, + -3.027102710271027, + -3.026302630263026, + -3.0255025502550255, + -3.024702470247025, + -3.023902390239024, + -3.023102310231023, + -3.0223022302230222, + -3.0215021502150217, + -3.0207020702070206, + -3.0199019901990196, + -3.019101910191019, + -3.0183018301830185, + -3.0175017501750174, + -3.0167016701670164, + -3.015901590159016, + -3.0151015101510152, + -3.014301430143014, + -3.0135013501350136, + -3.0127012701270126, + -3.011901190119012, + -3.011101110111011, + -3.0103010301030104, + -3.0095009500950094, + -3.008700870087009, + -3.007900790079008, + -3.007100710071007, + -3.006300630063006, + -3.0055005500550056, + -3.0047004700470046, + -3.003900390039004, + -3.003100310031003, + -3.0023002300230024, + -3.0015001500150014, + -3.000700070007001, + -2.9998999899989998, + -2.999099909990999, + -2.998299829982998, + -2.9974997499749976, + -2.996699669966997, + -2.995899589958996, + -2.995099509950995, + -2.9942994299429944, + -2.993499349934994, + -2.9926992699269928, + -2.9918991899189917, + -2.991099109910991, + -2.9902990299029906, + -2.9894989498949895, + -2.9886988698869885, + -2.987898789878988, + -2.9870987098709874, + -2.9862986298629863, + -2.9854985498549853, + -2.9846984698469847, + -2.983898389838984, + -2.983098309830983, + -2.982298229822982, + -2.9814981498149815, + -2.980698069806981, + -2.97989798979898, + -2.979097909790979, + -2.9782978297829783, + -2.9774977497749777, + -2.9766976697669767, + -2.9758975897589757, + -2.975097509750975, + -2.9742974297429745, + -2.9734973497349735, + -2.9726972697269725, + -2.971897189718972, + -2.9710971097109713, + -2.9702970297029703, + -2.9694969496949692, + -2.9686968696869687, + -2.967896789678968, + -2.967096709670967, + -2.966296629662966, + -2.9654965496549655, + -2.964696469646965, + -2.963896389638964, + -2.963096309630963, + -2.9622962296229622, + -2.9614961496149617, + -2.9606960696069606, + -2.9598959895989596, + -2.959095909590959, + -2.9582958295829584, + -2.9574957495749574, + -2.9566956695669564, + -2.955895589558956, + -2.9550955095509552, + -2.954295429542954, + -2.953495349534953, + -2.9526952695269526, + -2.951895189518952, + -2.951095109510951, + -2.95029502950295, + -2.9494949494949494, + -2.948694869486949, + -2.947894789478948, + -2.9470947094709468, + -2.946294629462946, + -2.9454945494549456, + -2.9446944694469446, + -2.9438943894389435, + -2.943094309430943, + -2.9422942294229424, + -2.9414941494149414, + -2.9406940694069403, + -2.9398939893989398, + -2.939093909390939, + -2.938293829382938, + -2.9374937493749376, + -2.936693669366937, + -2.935893589358936, + -2.935093509350935, + -2.9342934293429344, + -2.9334933493349338, + -2.9326932693269328, + -2.9318931893189317, + -2.931093109310931, + -2.9302930293029306, + -2.9294929492949295, + -2.9286928692869285, + -2.927892789278928, + -2.9270927092709274, + -2.9262926292629263, + -2.9254925492549253, + -2.9246924692469247, + -2.923892389238924, + -2.923092309230923, + -2.922292229222922, + -2.9214921492149215, + -2.920692069206921, + -2.91989198919892, + -2.919091909190919, + -2.9182918291829183, + -2.9174917491749177, + -2.9166916691669167, + -2.9158915891589157, + -2.915091509150915, + -2.9142914291429145, + -2.9134913491349135, + -2.9126912691269125, + -2.911891189118912, + -2.9110911091109113, + -2.9102910291029103, + -2.9094909490949092, + -2.9086908690869087, + -2.907890789078908, + -2.907090709070907, + -2.906290629062906, + -2.9054905490549054, + -2.904690469046905, + -2.903890389038904, + -2.903090309030903, + -2.9022902290229022, + -2.9014901490149017, + -2.9006900690069006, + -2.8998899889988996, + -2.899089908990899, + -2.8982898289828984, + -2.8974897489748974, + -2.8966896689668964, + -2.895889588958896, + -2.8950895089508952, + -2.894289428942894, + -2.893489348934893, + -2.8926892689268926, + -2.891889188918892, + -2.891089108910891, + -2.89028902890289, + -2.8894889488948894, + -2.888688868886889, + -2.887888788878888, + -2.8870887088708868, + -2.886288628862886, + -2.8854885488548856, + -2.8846884688468846, + -2.8838883888388835, + -2.883088308830883, + -2.8822882288228824, + -2.8814881488148814, + -2.8806880688068803, + -2.8798879887988797, + -2.879087908790879, + -2.878287828782878, + -2.877487748774877, + -2.876687668766877, + -2.875887588758876, + -2.875087508750875, + -2.8742874287428744, + -2.8734873487348738, + -2.8726872687268727, + -2.8718871887188717, + -2.871087108710871, + -2.8702870287028706, + -2.8694869486948695, + -2.8686868686868685, + -2.867886788678868, + -2.8670867086708673, + -2.8662866286628663, + -2.8654865486548653, + -2.8646864686468647, + -2.863886388638864, + -2.863086308630863, + -2.862286228622862, + -2.8614861486148615, + -2.860686068606861, + -2.85988598859886, + -2.859085908590859, + -2.8582858285828583, + -2.8574857485748577, + -2.8566856685668567, + -2.8558855885588557, + -2.855085508550855, + -2.8542854285428545, + -2.8534853485348535, + -2.8526852685268524, + -2.851885188518852, + -2.8510851085108513, + -2.8502850285028503, + -2.8494849484948492, + -2.8486848684868487, + -2.847884788478848, + -2.847084708470847, + -2.846284628462846, + -2.8454845484548454, + -2.844684468446845, + -2.843884388438844, + -2.843084308430843, + -2.8422842284228422, + -2.8414841484148416, + -2.8406840684068406, + -2.8398839883988396, + -2.839083908390839, + -2.8382838283828384, + -2.8374837483748374, + -2.8366836683668364, + -2.835883588358836, + -2.8350835083508352, + -2.834283428342834, + -2.833483348334833, + -2.8326832683268326, + -2.831883188318832, + -2.831083108310831, + -2.83028302830283, + -2.8294829482948294, + -2.828682868286829, + -2.8278827882788278, + -2.8270827082708267, + -2.826282628262826, + -2.8254825482548256, + -2.8246824682468246, + -2.8238823882388235, + -2.823082308230823, + -2.8222822282228224, + -2.8214821482148214, + -2.8206820682068203, + -2.8198819881988197, + -2.819081908190819, + -2.818281828182818, + -2.817481748174817, + -2.8166816681668165, + -2.815881588158816, + -2.815081508150815, + -2.8142814281428143, + -2.8134813481348138, + -2.8126812681268127, + -2.8118811881188117, + -2.811081108110811, + -2.8102810281028106, + -2.8094809480948095, + -2.8086808680868085, + -2.807880788078808, + -2.8070807080708073, + -2.8062806280628063, + -2.8054805480548053, + -2.8046804680468047, + -2.803880388038804, + -2.803080308030803, + -2.802280228022802, + -2.8014801480148015, + -2.800680068006801, + -2.7998799879988, + -2.799079907990799, + -2.7982798279827983, + -2.7974797479747977, + -2.7966796679667967, + -2.7958795879587957, + -2.795079507950795, + -2.7942794279427945, + -2.7934793479347935, + -2.7926792679267924, + -2.791879187918792, + -2.7910791079107913, + -2.7902790279027903, + -2.7894789478947892, + -2.7886788678867886, + -2.787878787878788, + -2.787078707870787, + -2.786278627862786, + -2.7854785478547854, + -2.784678467846785, + -2.783878387838784, + -2.783078307830783, + -2.7822782278227822, + -2.7814781478147816, + -2.7806780678067806, + -2.7798779877987796, + -2.779077907790779, + -2.7782778277827784, + -2.7774777477747774, + -2.7766776677667764, + -2.775877587758776, + -2.775077507750775, + -2.774277427742774, + -2.773477347734773, + -2.7726772677267726, + -2.771877187718772, + -2.771077107710771, + -2.77027702770277, + -2.7694769476947694, + -2.768676867686769, + -2.7678767876787678, + -2.7670767076707667, + -2.766276627662766, + -2.7654765476547656, + -2.7646764676467646, + -2.7638763876387635, + -2.763076307630763, + -2.7622762276227624, + -2.7614761476147613, + -2.7606760676067603, + -2.7598759875987597, + -2.759075907590759, + -2.758275827582758, + -2.757475747574757, + -2.7566756675667565, + -2.755875587558756, + -2.755075507550755, + -2.7542754275427543, + -2.7534753475347538, + -2.7526752675267527, + -2.7518751875187517, + -2.751075107510751, + -2.7502750275027505, + -2.7494749474947495, + -2.7486748674867485, + -2.747874787478748, + -2.7470747074707473, + -2.7462746274627463, + -2.7454745474547453, + -2.7446744674467447, + -2.743874387438744, + -2.743074307430743, + -2.742274227422742, + -2.7414741474147415, + -2.740674067406741, + -2.73987398739874, + -2.739073907390739, + -2.7382738273827383, + -2.7374737473747377, + -2.7366736673667367, + -2.7358735873587356, + -2.735073507350735, + -2.7342734273427345, + -2.7334733473347335, + -2.7326732673267324, + -2.731873187318732, + -2.7310731073107313, + -2.7302730273027302, + -2.7294729472947292, + -2.7286728672867286, + -2.727872787278728, + -2.727072707270727, + -2.726272627262726, + -2.7254725472547254, + -2.724672467246725, + -2.723872387238724, + -2.723072307230723, + -2.722272227222722, + -2.7214721472147216, + -2.7206720672067206, + -2.7198719871987196, + -2.719071907190719, + -2.7182718271827184, + -2.7174717471747174, + -2.7166716671667164, + -2.715871587158716, + -2.715071507150715, + -2.714271427142714, + -2.713471347134713, + -2.7126712671267126, + -2.711871187118712, + -2.711071107110711, + -2.71027102710271, + -2.7094709470947094, + -2.708670867086709, + -2.7078707870787078, + -2.7070707070707067, + -2.706270627062706, + -2.7054705470547056, + -2.7046704670467046, + -2.7038703870387035, + -2.703070307030703, + -2.7022702270227024, + -2.7014701470147013, + -2.7006700670067003, + -2.6998699869986997, + -2.699069906990699, + -2.698269826982698, + -2.697469746974697, + -2.6966696669666965, + -2.695869586958696, + -2.695069506950695, + -2.6942694269426943, + -2.6934693469346938, + -2.6926692669266927, + -2.6918691869186917, + -2.691069106910691, + -2.6902690269026905, + -2.6894689468946895, + -2.6886688668866885, + -2.687868786878688, + -2.6870687068706873, + -2.6862686268626863, + -2.6854685468546853, + -2.6846684668466847, + -2.683868386838684, + -2.683068306830683, + -2.682268226822682, + -2.6814681468146815, + -2.680668066806681, + -2.67986798679868, + -2.679067906790679, + -2.6782678267826783, + -2.6774677467746777, + -2.6766676667666767, + -2.6758675867586756, + -2.675067506750675, + -2.6742674267426745, + -2.6734673467346735, + -2.6726672667266724, + -2.671867186718672, + -2.6710671067106713, + -2.6702670267026702, + -2.669466946694669, + -2.6686668666866686, + -2.667866786678668, + -2.667066706670667, + -2.666266626662666, + -2.6654665466546654, + -2.664666466646665, + -2.663866386638664, + -2.663066306630663, + -2.662266226622662, + -2.6614661466146616, + -2.6606660666066606, + -2.6598659865986596, + -2.659065906590659, + -2.6582658265826584, + -2.6574657465746574, + -2.6566656665666564, + -2.655865586558656, + -2.655065506550655, + -2.654265426542654, + -2.653465346534653, + -2.6526652665266526, + -2.651865186518652, + -2.651065106510651, + -2.65026502650265, + -2.6494649464946494, + -2.648664866486649, + -2.6478647864786478, + -2.6470647064706467, + -2.646264626462646, + -2.6454645464546456, + -2.6446644664466445, + -2.6438643864386435, + -2.643064306430643, + -2.6422642264226424, + -2.6414641464146413, + -2.6406640664066403, + -2.6398639863986397, + -2.639063906390639, + -2.638263826382638, + -2.637463746374637, + -2.6366636663666365, + -2.635863586358636, + -2.635063506350635, + -2.6342634263426343, + -2.6334633463346337, + -2.6326632663266327, + -2.6318631863186317, + -2.631063106310631, + -2.6302630263026305, + -2.6294629462946295, + -2.6286628662866285, + -2.627862786278628, + -2.6270627062706273, + -2.6262626262626263, + -2.6254625462546253, + -2.6246624662466247, + -2.623862386238624, + -2.623062306230623, + -2.622262226222622, + -2.6214621462146215, + -2.620662066206621, + -2.61986198619862, + -2.619061906190619, + -2.6182618261826183, + -2.6174617461746177, + -2.6166616661666167, + -2.6158615861586156, + -2.615061506150615, + -2.6142614261426145, + -2.6134613461346134, + -2.6126612661266124, + -2.611861186118612, + -2.6110611061106113, + -2.6102610261026102, + -2.609460946094609, + -2.6086608660866086, + -2.607860786078608, + -2.607060706070607, + -2.606260626062606, + -2.6054605460546054, + -2.604660466046605, + -2.603860386038604, + -2.603060306030603, + -2.602260226022602, + -2.6014601460146016, + -2.6006600660066006, + -2.5998599859985996, + -2.599059905990599, + -2.5982598259825984, + -2.5974597459745974, + -2.5966596659665964, + -2.595859585958596, + -2.595059505950595, + -2.594259425942594, + -2.593459345934593, + -2.5926592659265926, + -2.591859185918592, + -2.591059105910591, + -2.59025902590259, + -2.5894589458945894, + -2.588658865886589, + -2.5878587858785878, + -2.5870587058705867, + -2.586258625862586, + -2.5854585458545856, + -2.5846584658465845, + -2.5838583858385835, + -2.583058305830583, + -2.5822582258225824, + -2.5814581458145813, + -2.5806580658065803, + -2.5798579857985797, + -2.579057905790579, + -2.578257825782578, + -2.577457745774577, + -2.5766576657665765, + -2.575857585758576, + -2.575057505750575, + -2.574257425742574, + -2.5734573457345737, + -2.5726572657265727, + -2.5718571857185717, + -2.571057105710571, + -2.5702570257025705, + -2.5694569456945695, + -2.5686568656865685, + -2.567856785678568, + -2.5670567056705673, + -2.5662566256625663, + -2.5654565456545653, + -2.5646564656465647, + -2.563856385638564, + -2.563056305630563, + -2.562256225622562, + -2.5614561456145615, + -2.560656065606561, + -2.55985598559856, + -2.559055905590559, + -2.5582558255825583, + -2.5574557455745577, + -2.5566556655665567, + -2.5558555855585556, + -2.555055505550555, + -2.5542554255425545, + -2.5534553455345534, + -2.5526552655265524, + -2.551855185518552, + -2.5510551055105513, + -2.5502550255025502, + -2.549454945494549, + -2.5486548654865486, + -2.547854785478548, + -2.547054705470547, + -2.546254625462546, + -2.5454545454545454, + -2.544654465446545, + -2.543854385438544, + -2.543054305430543, + -2.542254225422542, + -2.5414541454145416, + -2.5406540654065406, + -2.5398539853985396, + -2.539053905390539, + -2.5382538253825384, + -2.5374537453745374, + -2.5366536653665364, + -2.5358535853585358, + -2.535053505350535, + -2.534253425342534, + -2.533453345334533, + -2.5326532653265326, + -2.531853185318532, + -2.531053105310531, + -2.53025302530253, + -2.5294529452945294, + -2.5286528652865288, + -2.5278527852785277, + -2.5270527052705267, + -2.526252625262526, + -2.5254525452545256, + -2.5246524652465245, + -2.5238523852385235, + -2.523052305230523, + -2.5222522252225223, + -2.5214521452145213, + -2.5206520652065203, + -2.5198519851985197, + -2.519051905190519, + -2.518251825182518, + -2.517451745174517, + -2.5166516651665165, + -2.515851585158516, + -2.515051505150515, + -2.514251425142514, + -2.5134513451345133, + -2.5126512651265127, + -2.5118511851185117, + -2.511051105110511, + -2.5102510251025105, + -2.5094509450945095, + -2.5086508650865085, + -2.507850785078508, + -2.5070507050705073, + -2.5062506250625063, + -2.5054505450545053, + -2.5046504650465047, + -2.503850385038504, + -2.503050305030503, + -2.502250225022502, + -2.5014501450145015, + -2.500650065006501, + -2.4998499849985, + -2.499049904990499, + -2.4982498249824983, + -2.4974497449744977, + -2.4966496649664967, + -2.4958495849584956, + -2.495049504950495, + -2.4942494249424945, + -2.4934493449344934, + -2.4926492649264924, + -2.491849184918492, + -2.4910491049104913, + -2.4902490249024902, + -2.489448944894489, + -2.4886488648864886, + -2.487848784878488, + -2.487048704870487, + -2.486248624862486, + -2.4854485448544854, + -2.484648464846485, + -2.483848384838484, + -2.4830483048304828, + -2.482248224822482, + -2.4814481448144816, + -2.4806480648064806, + -2.4798479847984796, + -2.479047904790479, + -2.4782478247824784, + -2.4774477447744774, + -2.4766476647664764, + -2.4758475847584758, + -2.475047504750475, + -2.474247424742474, + -2.473447344734473, + -2.4726472647264726, + -2.471847184718472, + -2.471047104710471, + -2.47024702470247, + -2.4694469446944693, + -2.4686468646864688, + -2.4678467846784677, + -2.4670467046704667, + -2.466246624662466, + -2.4654465446544656, + -2.4646464646464645, + -2.4638463846384635, + -2.463046304630463, + -2.4622462246224623, + -2.4614461446144613, + -2.4606460646064603, + -2.4598459845984597, + -2.459045904590459, + -2.458245824582458, + -2.457445744574457, + -2.4566456645664565, + -2.455845584558456, + -2.455045504550455, + -2.454245424542454, + -2.4534453445344533, + -2.4526452645264527, + -2.4518451845184517, + -2.451045104510451, + -2.4502450245024505, + -2.4494449444944495, + -2.4486448644864485, + -2.447844784478448, + -2.4470447044704473, + -2.4462446244624463, + -2.4454445444544453, + -2.4446444644464447, + -2.443844384438444, + -2.443044304430443, + -2.442244224422442, + -2.4414441444144415, + -2.440644064406441, + -2.43984398439844, + -2.439043904390439, + -2.4382438243824383, + -2.4374437443744377, + -2.4366436643664366, + -2.4358435843584356, + -2.435043504350435, + -2.4342434243424345, + -2.4334433443344334, + -2.4326432643264324, + -2.431843184318432, + -2.4310431043104312, + -2.43024302430243, + -2.429442944294429, + -2.4286428642864286, + -2.427842784278428, + -2.427042704270427, + -2.426242624262426, + -2.4254425442544254, + -2.424642464246425, + -2.423842384238424, + -2.4230423042304228, + -2.422242224222422, + -2.4214421442144216, + -2.4206420642064206, + -2.4198419841984196, + -2.419041904190419, + -2.4182418241824184, + -2.4174417441744174, + -2.4166416641664163, + -2.4158415841584158, + -2.415041504150415, + -2.414241424142414, + -2.413441344134413, + -2.4126412641264126, + -2.411841184118412, + -2.411041104110411, + -2.41024102410241, + -2.4094409440944093, + -2.4086408640864088, + -2.4078407840784077, + -2.4070407040704067, + -2.406240624062406, + -2.4054405440544055, + -2.4046404640464045, + -2.4038403840384035, + -2.403040304030403, + -2.4022402240224023, + -2.4014401440144013, + -2.4006400640064003, + -2.3998399839983997, + -2.399039903990399, + -2.398239823982398, + -2.397439743974397, + -2.3966396639663965, + -2.395839583958396, + -2.395039503950395, + -2.394239423942394, + -2.3934393439343933, + -2.3926392639263927, + -2.3918391839183917, + -2.391039103910391, + -2.3902390239023905, + -2.3894389438943895, + -2.3886388638863885, + -2.387838783878388, + -2.3870387038703873, + -2.3862386238623863, + -2.3854385438543853, + -2.3846384638463847, + -2.383838383838384, + -2.383038303830383, + -2.382238223822382, + -2.3814381438143815, + -2.380638063806381, + -2.37983798379838, + -2.379037903790379, + -2.3782378237823782, + -2.3774377437743777, + -2.3766376637663766, + -2.3758375837583756, + -2.375037503750375, + -2.3742374237423745, + -2.3734373437343734, + -2.3726372637263724, + -2.371837183718372, + -2.3710371037103712, + -2.37023702370237, + -2.369436943694369, + -2.3686368636863686, + -2.367836783678368, + -2.367036703670367, + -2.366236623662366, + -2.3654365436543654, + -2.364636463646365, + -2.363836383638364, + -2.3630363036303628, + -2.362236223622362, + -2.3614361436143616, + -2.3606360636063606, + -2.3598359835983596, + -2.359035903590359, + -2.3582358235823584, + -2.3574357435743574, + -2.3566356635663563, + -2.3558355835583558, + -2.355035503550355, + -2.354235423542354, + -2.353435343534353, + -2.3526352635263525, + -2.351835183518352, + -2.351035103510351, + -2.35023502350235, + -2.3494349434943493, + -2.3486348634863488, + -2.3478347834783477, + -2.3470347034703467, + -2.346234623462346, + -2.3454345434543455, + -2.3446344634463445, + -2.3438343834383435, + -2.343034303430343, + -2.3422342234223423, + -2.3414341434143413, + -2.3406340634063403, + -2.3398339833983397, + -2.339033903390339, + -2.338233823382338, + -2.337433743374337, + -2.3366336633663365, + -2.335833583358336, + -2.335033503350335, + -2.334233423342334, + -2.3334333433343333, + -2.3326332633263327, + -2.3318331833183317, + -2.331033103310331, + -2.3302330233023305, + -2.3294329432943295, + -2.3286328632863285, + -2.327832783278328, + -2.3270327032703273, + -2.3262326232623263, + -2.3254325432543252, + -2.3246324632463247, + -2.323832383238324, + -2.323032303230323, + -2.322232223222322, + -2.3214321432143215, + -2.320632063206321, + -2.31983198319832, + -2.319031903190319, + -2.3182318231823182, + -2.3174317431743177, + -2.3166316631663166, + -2.3158315831583156, + -2.315031503150315, + -2.3142314231423144, + -2.3134313431343134, + -2.3126312631263124, + -2.311831183118312, + -2.3110311031103112, + -2.31023102310231, + -2.309430943094309, + -2.3086308630863086, + -2.307830783078308, + -2.307030703070307, + -2.306230623062306, + -2.3054305430543054, + -2.304630463046305, + -2.303830383038304, + -2.3030303030303028, + -2.302230223022302, + -2.3014301430143016, + -2.3006300630063006, + -2.2998299829982995, + -2.299029902990299, + -2.2982298229822984, + -2.2974297429742974, + -2.2966296629662963, + -2.2958295829582958, + -2.295029502950295, + -2.294229422942294, + -2.293429342934293, + -2.2926292629262925, + -2.291829182918292, + -2.291029102910291, + -2.29022902290229, + -2.2894289428942893, + -2.2886288628862888, + -2.2878287828782877, + -2.2870287028702867, + -2.286228622862286, + -2.2854285428542855, + -2.2846284628462845, + -2.2838283828382835, + -2.283028302830283, + -2.2822282228222823, + -2.2814281428142813, + -2.2806280628062803, + -2.2798279827982797, + -2.279027902790279, + -2.278227822782278, + -2.277427742774277, + -2.2766276627662765, + -2.275827582758276, + -2.275027502750275, + -2.274227422742274, + -2.2734273427342733, + -2.2726272627262727, + -2.2718271827182717, + -2.2710271027102706, + -2.2702270227022705, + -2.2694269426942695, + -2.2686268626862685, + -2.267826782678268, + -2.2670267026702673, + -2.2662266226622663, + -2.2654265426542652, + -2.2646264626462647, + -2.263826382638264, + -2.263026302630263, + -2.262226222622262, + -2.2614261426142614, + -2.260626062606261, + -2.25982598259826, + -2.259025902590259, + -2.2582258225822582, + -2.2574257425742577, + -2.2566256625662566, + -2.2558255825582556, + -2.255025502550255, + -2.2542254225422544, + -2.2534253425342534, + -2.2526252625262524, + -2.251825182518252, + -2.2510251025102512, + -2.25022502250225, + -2.249424942494249, + -2.2486248624862486, + -2.247824782478248, + -2.247024702470247, + -2.246224622462246, + -2.2454245424542454, + -2.244624462446245, + -2.243824382438244, + -2.2430243024302428, + -2.242224222422242, + -2.2414241424142416, + -2.2406240624062406, + -2.2398239823982395, + -2.239023902390239, + -2.2382238223822384, + -2.2374237423742374, + -2.2366236623662363, + -2.2358235823582358, + -2.235023502350235, + -2.234223422342234, + -2.233423342334233, + -2.2326232623262325, + -2.231823182318232, + -2.231023102310231, + -2.23022302230223, + -2.2294229422942293, + -2.2286228622862287, + -2.2278227822782277, + -2.2270227022702267, + -2.226222622262226, + -2.2254225422542255, + -2.2246224622462245, + -2.2238223822382235, + -2.223022302230223, + -2.2222222222222223, + -2.2214221422142213, + -2.2206220622062203, + -2.2198219821982197, + -2.219021902190219, + -2.218221822182218, + -2.217421742174217, + -2.2166216621662165, + -2.215821582158216, + -2.215021502150215, + -2.214221422142214, + -2.2134213421342133, + -2.2126212621262127, + -2.2118211821182117, + -2.2110211021102106, + -2.21022102210221, + -2.2094209420942095, + -2.2086208620862084, + -2.207820782078208, + -2.2070207020702073, + -2.2062206220622063, + -2.2054205420542052, + -2.2046204620462047, + -2.203820382038204, + -2.203020302030203, + -2.202220222022202, + -2.2014201420142014, + -2.200620062006201, + -2.1998199819982, + -2.199019901990199, + -2.1982198219821982, + -2.1974197419741976, + -2.1966196619661966, + -2.1958195819581956, + -2.195019501950195, + -2.1942194219421944, + -2.1934193419341934, + -2.1926192619261924, + -2.191819181918192, + -2.1910191019101912, + -2.19021902190219, + -2.189418941894189, + -2.1886188618861886, + -2.187818781878188, + -2.187018701870187, + -2.186218621862186, + -2.1854185418541854, + -2.184618461846185, + -2.1838183818381838, + -2.1830183018301828, + -2.182218221822182, + -2.1814181418141816, + -2.1806180618061806, + -2.1798179817981795, + -2.179017901790179, + -2.1782178217821784, + -2.1774177417741774, + -2.1766176617661763, + -2.1758175817581757, + -2.175017501750175, + -2.174217421742174, + -2.173417341734173, + -2.1726172617261725, + -2.171817181718172, + -2.171017101710171, + -2.17021702170217, + -2.1694169416941693, + -2.1686168616861687, + -2.1678167816781677, + -2.1670167016701667, + -2.166216621662166, + -2.1654165416541655, + -2.1646164616461645, + -2.1638163816381635, + -2.163016301630163, + -2.1622162216221623, + -2.1614161416141613, + -2.1606160616061603, + -2.1598159815981597, + -2.159015901590159, + -2.158215821582158, + -2.157415741574157, + -2.1566156615661565, + -2.155815581558156, + -2.155015501550155, + -2.154215421542154, + -2.1534153415341533, + -2.1526152615261527, + -2.1518151815181517, + -2.1510151015101506, + -2.15021502150215, + -2.1494149414941495, + -2.1486148614861484, + -2.147814781478148, + -2.1470147014701473, + -2.1462146214621463, + -2.1454145414541452, + -2.1446144614461446, + -2.143814381438144, + -2.143014301430143, + -2.142214221422142, + -2.1414141414141414, + -2.140614061406141, + -2.13981398139814, + -2.139013901390139, + -2.1382138213821382, + -2.1374137413741376, + -2.1366136613661366, + -2.1358135813581356, + -2.135013501350135, + -2.1342134213421344, + -2.1334133413341334, + -2.1326132613261324, + -2.131813181318132, + -2.131013101310131, + -2.13021302130213, + -2.129412941294129, + -2.1286128612861286, + -2.127812781278128, + -2.127012701270127, + -2.126212621262126, + -2.1254125412541254, + -2.124612461246125, + -2.1238123812381238, + -2.1230123012301227, + -2.122212221222122, + -2.1214121412141216, + -2.1206120612061206, + -2.1198119811981195, + -2.119011901190119, + -2.1182118211821184, + -2.1174117411741173, + -2.1166116611661163, + -2.1158115811581157, + -2.115011501150115, + -2.114211421142114, + -2.113411341134113, + -2.1126112611261125, + -2.111811181118112, + -2.111011101110111, + -2.11021102110211, + -2.1094109410941093, + -2.1086108610861087, + -2.1078107810781077, + -2.1070107010701067, + -2.106210621062106, + -2.1054105410541055, + -2.1046104610461045, + -2.1038103810381035, + -2.103010301030103, + -2.1022102210221023, + -2.1014101410141013, + -2.1006100610061003, + -2.0998099809980997, + -2.099009900990099, + -2.098209820982098, + -2.097409740974097, + -2.0966096609660965, + -2.095809580958096, + -2.095009500950095, + -2.094209420942094, + -2.0934093409340933, + -2.0926092609260927, + -2.0918091809180916, + -2.0910091009100906, + -2.09020902090209, + -2.0894089408940895, + -2.0886088608860884, + -2.087808780878088, + -2.0870087008700873, + -2.0862086208620862, + -2.0854085408540852, + -2.0846084608460846, + -2.083808380838084, + -2.083008300830083, + -2.082208220822082, + -2.0814081408140814, + -2.080608060806081, + -2.07980798079808, + -2.079007900790079, + -2.078207820782078, + -2.0774077407740776, + -2.0766076607660766, + -2.0758075807580756, + -2.075007500750075, + -2.0742074207420744, + -2.0734073407340734, + -2.0726072607260724, + -2.071807180718072, + -2.071007100710071, + -2.07020702070207, + -2.069406940694069, + -2.0686068606860686, + -2.067806780678068, + -2.067006700670067, + -2.066206620662066, + -2.0654065406540654, + -2.064606460646065, + -2.0638063806380638, + -2.0630063006300627, + -2.062206220622062, + -2.0614061406140616, + -2.0606060606060606, + -2.0598059805980595, + -2.059005900590059, + -2.0582058205820584, + -2.0574057405740573, + -2.0566056605660563, + -2.0558055805580557, + -2.055005500550055, + -2.054205420542054, + -2.053405340534053, + -2.0526052605260525, + -2.051805180518052, + -2.051005100510051, + -2.05020502050205, + -2.0494049404940493, + -2.0486048604860487, + -2.0478047804780477, + -2.0470047004700467, + -2.046204620462046, + -2.0454045404540455, + -2.0446044604460445, + -2.0438043804380435, + -2.043004300430043, + -2.0422042204220423, + -2.0414041404140413, + -2.0406040604060403, + -2.0398039803980397, + -2.039003900390039, + -2.038203820382038, + -2.037403740374037, + -2.0366036603660365, + -2.035803580358036, + -2.035003500350035, + -2.034203420342034, + -2.0334033403340332, + -2.0326032603260327, + -2.0318031803180316, + -2.0310031003100306, + -2.03020302030203, + -2.0294029402940295, + -2.0286028602860284, + -2.0278027802780274, + -2.0270027002700273, + -2.0262026202620262, + -2.025402540254025, + -2.0246024602460246, + -2.023802380238024, + -2.023002300230023, + -2.022202220222022, + -2.0214021402140214, + -2.020602060206021, + -2.01980198019802, + -2.019001900190019, + -2.018201820182018, + -2.0174017401740176, + -2.0166016601660166, + -2.0158015801580156, + -2.015001500150015, + -2.0142014201420144, + -2.0134013401340134, + -2.0126012601260124, + -2.011801180118012, + -2.011001100110011, + -2.01020102010201, + -2.009400940094009, + -2.0086008600860086, + -2.007800780078008, + -2.007000700070007, + -2.006200620062006, + -2.0054005400540054, + -2.004600460046005, + -2.0038003800380038, + -2.0030003000300027, + -2.002200220022002, + -2.0014001400140016, + -2.0006000600060005, + -1.9997999799979995, + -1.998999899989999, + -1.998199819981998, + -1.9973997399739973, + -1.9965996599659968, + -1.9957995799579957, + -1.9949994999499951, + -1.9941994199419941, + -1.9933993399339935, + -1.9925992599259925, + -1.991799179917992, + -1.990999099909991, + -1.9901990199019903, + -1.9893989398939893, + -1.9885988598859887, + -1.9877987798779877, + -1.9869986998699871, + -1.986198619861986, + -1.9853985398539855, + -1.9845984598459845, + -1.983798379837984, + -1.9829982998299829, + -1.9821982198219823, + -1.9813981398139813, + -1.9805980598059807, + -1.9797979797979797, + -1.978997899789979, + -1.978197819781978, + -1.9773977397739775, + -1.9765976597659765, + -1.9757975797579759, + -1.9749974997499748, + -1.9741974197419743, + -1.9733973397339732, + -1.9725972597259727, + -1.9717971797179716, + -1.970997099709971, + -1.97019701970197, + -1.9693969396939695, + -1.9685968596859684, + -1.9677967796779678, + -1.9669966996699668, + -1.9661966196619662, + -1.9653965396539652, + -1.9645964596459646, + -1.9637963796379636, + -1.962996299629963, + -1.962196219621962, + -1.9613961396139614, + -1.9605960596059604, + -1.9597959795979598, + -1.9589958995899588, + -1.9581958195819582, + -1.9573957395739572, + -1.9565956595659566, + -1.9557955795579556, + -1.954995499549955, + -1.954195419541954, + -1.9533953395339534, + -1.9525952595259524, + -1.9517951795179518, + -1.9509950995099508, + -1.9501950195019502, + -1.9493949394939492, + -1.9485948594859486, + -1.9477947794779475, + -1.946994699469947, + -1.946194619461946, + -1.9453945394539454, + -1.9445944594459443, + -1.9437943794379438, + -1.9429942994299427, + -1.9421942194219421, + -1.9413941394139411, + -1.9405940594059405, + -1.9397939793979395, + -1.938993899389939, + -1.938193819381938, + -1.9373937393739373, + -1.9365936593659367, + -1.9357935793579357, + -1.9349934993499351, + -1.9341934193419341, + -1.9333933393339335, + -1.9325932593259325, + -1.931793179317932, + -1.930993099309931, + -1.9301930193019303, + -1.9293929392939293, + -1.9285928592859287, + -1.9277927792779277, + -1.9269926992699271, + -1.926192619261926, + -1.9253925392539255, + -1.9245924592459245, + -1.923792379237924, + -1.9229922992299229, + -1.9221922192219223, + -1.9213921392139213, + -1.9205920592059207, + -1.9197919791979197, + -1.918991899189919, + -1.918191819181918, + -1.9173917391739175, + -1.9165916591659165, + -1.9157915791579159, + -1.9149914991499148, + -1.9141914191419143, + -1.9133913391339132, + -1.9125912591259127, + -1.9117911791179116, + -1.910991099109911, + -1.91019101910191, + -1.9093909390939094, + -1.9085908590859084, + -1.9077907790779078, + -1.9069906990699068, + -1.9061906190619062, + -1.9053905390539052, + -1.9045904590459046, + -1.9037903790379036, + -1.902990299029903, + -1.902190219021902, + -1.9013901390139014, + -1.9005900590059004, + -1.8997899789978998, + -1.8989898989898988, + -1.8981898189818982, + -1.8973897389738972, + -1.8965896589658966, + -1.8957895789578956, + -1.894989498949895, + -1.894189418941894, + -1.8933893389338934, + -1.8925892589258924, + -1.8917891789178918, + -1.8909890989098908, + -1.8901890189018902, + -1.8893889388938891, + -1.8885888588858886, + -1.8877887788778875, + -1.886988698869887, + -1.886188618861886, + -1.8853885388538854, + -1.8845884588458843, + -1.8837883788378837, + -1.8829882988298827, + -1.8821882188218821, + -1.8813881388138811, + -1.8805880588058805, + -1.8797879787978795, + -1.878987898789879, + -1.878187818781878, + -1.8773877387738773, + -1.8765876587658763, + -1.8757875787578757, + -1.8749874987498751, + -1.8741874187418741, + -1.8733873387338735, + -1.8725872587258725, + -1.871787178717872, + -1.870987098709871, + -1.8701870187018703, + -1.8693869386938693, + -1.8685868586858687, + -1.8677867786778677, + -1.866986698669867, + -1.866186618661866, + -1.8653865386538655, + -1.8645864586458645, + -1.863786378637864, + -1.8629862986298629, + -1.8621862186218623, + -1.8613861386138613, + -1.8605860586058607, + -1.8597859785978597, + -1.858985898589859, + -1.858185818581858, + -1.8573857385738575, + -1.8565856585658564, + -1.8557855785578559, + -1.8549854985498548, + -1.8541854185418543, + -1.8533853385338532, + -1.8525852585258527, + -1.8517851785178516, + -1.850985098509851, + -1.85018501850185, + -1.8493849384938494, + -1.8485848584858484, + -1.8477847784778478, + -1.8469846984698468, + -1.8461846184618462, + -1.8453845384538452, + -1.8445844584458446, + -1.8437843784378436, + -1.842984298429843, + -1.842184218421842, + -1.8413841384138414, + -1.8405840584058404, + -1.8397839783978398, + -1.8389838983898388, + -1.8381838183818382, + -1.8373837383738372, + -1.8365836583658366, + -1.8357835783578356, + -1.834983498349835, + -1.834183418341834, + -1.8333833383338334, + -1.8325832583258324, + -1.8317831783178318, + -1.8309830983098307, + -1.8301830183018302, + -1.8293829382938291, + -1.8285828582858286, + -1.8277827782778275, + -1.826982698269827, + -1.826182618261826, + -1.8253825382538253, + -1.8245824582458243, + -1.8237823782378237, + -1.8229822982298227, + -1.8221822182218221, + -1.8213821382138211, + -1.8205820582058205, + -1.8197819781978195, + -1.818981898189819, + -1.818181818181818, + -1.8173817381738173, + -1.8165816581658163, + -1.8157815781578157, + -1.8149814981498151, + -1.814181418141814, + -1.8133813381338135, + -1.8125812581258125, + -1.811781178117812, + -1.810981098109811, + -1.8101810181018103, + -1.8093809380938093, + -1.8085808580858087, + -1.8077807780778077, + -1.806980698069807, + -1.806180618061806, + -1.8053805380538055, + -1.8045804580458045, + -1.8037803780378039, + -1.8029802980298029, + -1.8021802180218023, + -1.8013801380138013, + -1.8005800580058007, + -1.7997799779977997, + -1.798979897989799, + -1.798179817981798, + -1.7973797379737975, + -1.7965796579657964, + -1.7957795779577959, + -1.7949794979497948, + -1.7941794179417943, + -1.7933793379337932, + -1.7925792579257926, + -1.7917791779177916, + -1.790979097909791, + -1.79017901790179, + -1.7893789378937894, + -1.7885788578857884, + -1.7877787778777878, + -1.7869786978697868, + -1.7861786178617862, + -1.7853785378537852, + -1.7845784578457846, + -1.7837783778377836, + -1.782978297829783, + -1.782178217821782, + -1.7813781378137814, + -1.7805780578057804, + -1.7797779777977798, + -1.7789778977897788, + -1.7781778177817782, + -1.7773777377737772, + -1.7765776577657766, + -1.7757775777577756, + -1.774977497749775, + -1.774177417741774, + -1.7733773377337734, + -1.7725772577257723, + -1.7717771777177718, + -1.7709770977097707, + -1.7701770177017702, + -1.7693769376937691, + -1.7685768576857686, + -1.7677767776777675, + -1.766976697669767, + -1.766176617661766, + -1.7653765376537653, + -1.7645764576457643, + -1.7637763776377637, + -1.7629762976297627, + -1.7621762176217621, + -1.761376137613761, + -1.7605760576057605, + -1.7597759775977595, + -1.758975897589759, + -1.758175817581758, + -1.7573757375737573, + -1.7565756575657563, + -1.7557755775577557, + -1.7549754975497547, + -1.754175417541754, + -1.7533753375337535, + -1.7525752575257525, + -1.751775177517752, + -1.7509750975097509, + -1.7501750175017503, + -1.7493749374937493, + -1.7485748574857487, + -1.7477747774777477, + -1.746974697469747, + -1.746174617461746, + -1.7453745374537455, + -1.7445744574457445, + -1.7437743774377439, + -1.7429742974297429, + -1.7421742174217423, + -1.7413741374137413, + -1.7405740574057407, + -1.7397739773977396, + -1.738973897389739, + -1.738173817381738, + -1.7373737373737375, + -1.7365736573657364, + -1.7357735773577359, + -1.7349734973497348, + -1.7341734173417342, + -1.7333733373337332, + -1.7325732573257326, + -1.7317731773177316, + -1.730973097309731, + -1.73017301730173, + -1.7293729372937294, + -1.7285728572857284, + -1.7277727772777278, + -1.7269726972697268, + -1.7261726172617262, + -1.7253725372537252, + -1.7245724572457246, + -1.7237723772377236, + -1.722972297229723, + -1.722172217221722, + -1.7213721372137214, + -1.7205720572057204, + -1.7197719771977198, + -1.7189718971897188, + -1.7181718171817182, + -1.7173717371737172, + -1.7165716571657166, + -1.7157715771577156, + -1.714971497149715, + -1.714171417141714, + -1.7133713371337134, + -1.7125712571257123, + -1.7117711771177118, + -1.7109710971097107, + -1.7101710171017102, + -1.7093709370937091, + -1.7085708570857085, + -1.7077707770777075, + -1.706970697069707, + -1.706170617061706, + -1.7053705370537053, + -1.7045704570457043, + -1.7037703770377037, + -1.7029702970297027, + -1.7021702170217021, + -1.701370137013701, + -1.7005700570057005, + -1.6997699769976995, + -1.698969896989699, + -1.6981698169816979, + -1.6973697369736973, + -1.6965696569656963, + -1.6957695769576957, + -1.6949694969496947, + -1.694169416941694, + -1.6933693369336935, + -1.6925692569256925, + -1.691769176917692, + -1.6909690969096909, + -1.6901690169016903, + -1.6893689368936893, + -1.6885688568856887, + -1.6877687768776877, + -1.686968696869687, + -1.686168616861686, + -1.6853685368536855, + -1.6845684568456845, + -1.6837683768376839, + -1.6829682968296829, + -1.6821682168216823, + -1.6813681368136812, + -1.6805680568056807, + -1.6797679767976796, + -1.678967896789679, + -1.678167816781678, + -1.6773677367736775, + -1.6765676567656764, + -1.6757675767576758, + -1.6749674967496748, + -1.6741674167416742, + -1.6733673367336732, + -1.6725672567256726, + -1.6717671767176716, + -1.670967096709671, + -1.67016701670167, + -1.6693669366936694, + -1.6685668566856684, + -1.6677667766776678, + -1.6669666966696668, + -1.6661666166616662, + -1.6653665366536652, + -1.6645664566456646, + -1.6637663766376636, + -1.662966296629663, + -1.662166216621662, + -1.6613661366136614, + -1.6605660566056604, + -1.6597659765976598, + -1.6589658965896588, + -1.6581658165816582, + -1.6573657365736572, + -1.6565656565656566, + -1.6557655765576555, + -1.654965496549655, + -1.654165416541654, + -1.6533653365336534, + -1.6525652565256523, + -1.6517651765176518, + -1.6509650965096507, + -1.6501650165016502, + -1.6493649364936491, + -1.6485648564856485, + -1.6477647764776475, + -1.646964696469647, + -1.646164616461646, + -1.6453645364536453, + -1.6445644564456443, + -1.6437643764376437, + -1.6429642964296427, + -1.6421642164216421, + -1.641364136413641, + -1.6405640564056405, + -1.6397639763976395, + -1.638963896389639, + -1.6381638163816379, + -1.6373637363736373, + -1.6365636563656363, + -1.6357635763576357, + -1.6349634963496347, + -1.634163416341634, + -1.633363336333633, + -1.6325632563256325, + -1.631763176317632, + -1.6309630963096309, + -1.6301630163016303, + -1.6293629362936293, + -1.6285628562856287, + -1.6277627762776277, + -1.626962696269627, + -1.626162616261626, + -1.6253625362536255, + -1.6245624562456245, + -1.6237623762376239, + -1.6229622962296228, + -1.6221622162216223, + -1.6213621362136212, + -1.6205620562056207, + -1.6197619761976196, + -1.618961896189619, + -1.618161816181618, + -1.6173617361736174, + -1.6165616561656164, + -1.6157615761576158, + -1.6149614961496148, + -1.6141614161416142, + -1.6133613361336132, + -1.6125612561256126, + -1.6117611761176116, + -1.610961096109611, + -1.61016101610161, + -1.6093609360936094, + -1.6085608560856084, + -1.6077607760776078, + -1.6069606960696068, + -1.6061606160616062, + -1.6053605360536052, + -1.6045604560456046, + -1.6037603760376036, + -1.602960296029603, + -1.602160216021602, + -1.6013601360136014, + -1.6005600560056004, + -1.5997599759975998, + -1.5989598959895988, + -1.5981598159815982, + -1.5973597359735972, + -1.5965596559655966, + -1.5957595759575955, + -1.594959495949595, + -1.594159415941594, + -1.5933593359335934, + -1.5925592559255923, + -1.5917591759175918, + -1.5909590959095907, + -1.5901590159015901, + -1.5893589358935891, + -1.5885588558855885, + -1.5877587758775875, + -1.586958695869587, + -1.586158615861586, + -1.5853585358535853, + -1.5845584558455843, + -1.5837583758375837, + -1.5829582958295827, + -1.5821582158215821, + -1.581358135813581, + -1.5805580558055805, + -1.5797579757975795, + -1.578957895789579, + -1.5781578157815779, + -1.5773577357735773, + -1.5765576557655763, + -1.5757575757575757, + -1.5749574957495747, + -1.574157415741574, + -1.573357335733573, + -1.5725572557255725, + -1.571757175717572, + -1.5709570957095709, + -1.5701570157015703, + -1.5693569356935693, + -1.5685568556855687, + -1.5677567756775677, + -1.566956695669567, + -1.566156615661566, + -1.5653565356535655, + -1.5645564556455644, + -1.5637563756375639, + -1.5629562956295628, + -1.5621562156215623, + -1.5613561356135612, + -1.5605560556055607, + -1.5597559755975596, + -1.558955895589559, + -1.558155815581558, + -1.5573557355735574, + -1.5565556555655564, + -1.5557555755575558, + -1.5549554955495548, + -1.5541554155415542, + -1.5533553355335532, + -1.5525552555255526, + -1.5517551755175516, + -1.550955095509551, + -1.55015501550155, + -1.5493549354935494, + -1.5485548554855484, + -1.5477547754775478, + -1.5469546954695468, + -1.5461546154615462, + -1.5453545354535452, + -1.5445544554455446, + -1.5437543754375436, + -1.542954295429543, + -1.542154215421542, + -1.5413541354135414, + -1.5405540554055404, + -1.5397539753975398, + -1.5389538953895388, + -1.5381538153815382, + -1.5373537353735371, + -1.5365536553655366, + -1.5357535753575355, + -1.534953495349535, + -1.534153415341534, + -1.5333533353335334, + -1.5325532553255323, + -1.5317531753175317, + -1.5309530953095307, + -1.5301530153015301, + -1.5293529352935291, + -1.5285528552855285, + -1.5277527752775275, + -1.526952695269527, + -1.526152615261526, + -1.5253525352535253, + -1.5245524552455243, + -1.5237523752375237, + -1.5229522952295227, + -1.522152215221522, + -1.521352135213521, + -1.5205520552055205, + -1.5197519751975195, + -1.518951895189519, + -1.5181518151815179, + -1.5173517351735173, + -1.5165516551655163, + -1.5157515751575157, + -1.5149514951495147, + -1.514151415141514, + -1.513351335133513, + -1.5125512551255125, + -1.511751175117512, + -1.5109510951095109, + -1.5101510151015103, + -1.5093509350935093, + -1.5085508550855087, + -1.5077507750775077, + -1.506950695069507, + -1.506150615061506, + -1.5053505350535055, + -1.5045504550455044, + -1.5037503750375039, + -1.5029502950295028, + -1.5021502150215023, + -1.5013501350135012, + -1.5005500550055006, + -1.4997499749974996, + -1.498949894989499, + -1.498149814981498, + -1.4973497349734974, + -1.4965496549654964, + -1.4957495749574958, + -1.4949494949494948, + -1.4941494149414942, + -1.4933493349334932, + -1.4925492549254926, + -1.4917491749174916, + -1.490949094909491, + -1.49014901490149, + -1.4893489348934894, + -1.4885488548854884, + -1.4877487748774878, + -1.4869486948694868, + -1.4861486148614862, + -1.4853485348534852, + -1.4845484548454846, + -1.4837483748374836, + -1.482948294829483, + -1.482148214821482, + -1.4813481348134814, + -1.4805480548054804, + -1.4797479747974798, + -1.4789478947894787, + -1.4781478147814782, + -1.4773477347734771, + -1.4765476547654766, + -1.4757475747574755, + -1.474947494749475, + -1.474147414741474, + -1.4733473347334733, + -1.4725472547254723, + -1.4717471747174717, + -1.4709470947094707, + -1.4701470147014701, + -1.469346934693469, + -1.4685468546854685, + -1.4677467746774675, + -1.466946694669467, + -1.466146614661466, + -1.4653465346534653, + -1.4645464546454643, + -1.4637463746374637, + -1.4629462946294627, + -1.462146214621462, + -1.461346134613461, + -1.4605460546054605, + -1.4597459745974595, + -1.458945894589459, + -1.4581458145814579, + -1.4573457345734573, + -1.4565456545654563, + -1.4557455745574557, + -1.4549454945494547, + -1.454145414541454, + -1.453345334533453, + -1.4525452545254525, + -1.4517451745174514, + -1.4509450945094509, + -1.4501450145014503, + -1.4493449344934493, + -1.4485448544854487, + -1.4477447744774476, + -1.446944694469447, + -1.446144614461446, + -1.4453445344534455, + -1.4445444544454444, + -1.4437443744374439, + -1.4429442944294428, + -1.4421442144214422, + -1.4413441344134412, + -1.4405440544054406, + -1.4397439743974396, + -1.438943894389439, + -1.438143814381438, + -1.4373437343734374, + -1.4365436543654364, + -1.4357435743574358, + -1.4349434943494348, + -1.4341434143414342, + -1.4333433343334332, + -1.4325432543254326, + -1.4317431743174316, + -1.430943094309431, + -1.43014301430143, + -1.4293429342934294, + -1.4285428542854284, + -1.4277427742774278, + -1.4269426942694268, + -1.4261426142614262, + -1.4253425342534252, + -1.4245424542454246, + -1.4237423742374236, + -1.422942294229423, + -1.422142214221422, + -1.4213421342134214, + -1.4205420542054203, + -1.4197419741974198, + -1.4189418941894187, + -1.4181418141814182, + -1.4173417341734171, + -1.4165416541654166, + -1.4157415741574155, + -1.414941494149415, + -1.414141414141414, + -1.4133413341334133, + -1.4125412541254123, + -1.4117411741174117, + -1.4109410941094107, + -1.4101410141014101, + -1.409340934093409, + -1.4085408540854085, + -1.4077407740774075, + -1.406940694069407, + -1.406140614061406, + -1.4053405340534053, + -1.4045404540454043, + -1.4037403740374037, + -1.4029402940294027, + -1.402140214021402, + -1.401340134013401, + -1.4005400540054005, + -1.3997399739973995, + -1.3989398939893989, + -1.3981398139813979, + -1.3973397339733973, + -1.3965396539653963, + -1.3957395739573957, + -1.3949394939493946, + -1.394139413941394, + -1.393339333933393, + -1.3925392539253925, + -1.3917391739173914, + -1.3909390939093909, + -1.3901390139013903, + -1.3893389338933892, + -1.3885388538853887, + -1.3877387738773876, + -1.386938693869387, + -1.386138613861386, + -1.3853385338533855, + -1.3845384538453844, + -1.3837383738373839, + -1.3829382938293828, + -1.3821382138213822, + -1.3813381338133812, + -1.3805380538053806, + -1.3797379737973796, + -1.378937893789379, + -1.378137813781378, + -1.3773377337733774, + -1.3765376537653764, + -1.3757375737573758, + -1.3749374937493748, + -1.3741374137413742, + -1.3733373337333732, + -1.3725372537253726, + -1.3717371737173716, + -1.370937093709371, + -1.37013701370137, + -1.3693369336933694, + -1.3685368536853684, + -1.3677367736773678, + -1.3669366936693668, + -1.3661366136613662, + -1.3653365336533652, + -1.3645364536453646, + -1.3637363736373636, + -1.362936293629363, + -1.362136213621362, + -1.3613361336133614, + -1.3605360536053603, + -1.3597359735973598, + -1.3589358935893587, + -1.3581358135813582, + -1.3573357335733571, + -1.3565356535653565, + -1.3557355735573555, + -1.354935493549355, + -1.354135413541354, + -1.3533353335333533, + -1.3525352535253523, + -1.3517351735173517, + -1.3509350935093507, + -1.3501350135013501, + -1.349334933493349, + -1.3485348534853485, + -1.3477347734773475, + -1.346934693469347, + -1.3461346134613459, + -1.3453345334533453, + -1.3445344534453443, + -1.3437343734373437, + -1.3429342934293427, + -1.342134213421342, + -1.341334133413341, + -1.3405340534053405, + -1.3397339733973395, + -1.3389338933893389, + -1.3381338133813379, + -1.3373337333733373, + -1.3365336533653362, + -1.3357335733573357, + -1.3349334933493346, + -1.334133413341334, + -1.333333333333333, + -1.3325332533253325, + -1.3317331733173314, + -1.3309330933093309, + -1.3301330133013298, + -1.3293329332933292, + -1.3285328532853287, + -1.3277327732773276, + -1.326932693269327, + -1.326132613261326, + -1.3253325332533255, + -1.3245324532453244, + -1.3237323732373238, + -1.3229322932293228, + -1.3221322132213222, + -1.3213321332133212, + -1.3205320532053206, + -1.3197319731973196, + -1.318931893189319, + -1.318131813181318, + -1.3173317331733174, + -1.3165316531653164, + -1.3157315731573158, + -1.3149314931493148, + -1.3141314131413142, + -1.3133313331333132, + -1.3125312531253126, + -1.3117311731173116, + -1.310931093109311, + -1.31013101310131, + -1.3093309330933094, + -1.3085308530853084, + -1.3077307730773078, + -1.3069306930693068, + -1.3061306130613062, + -1.3053305330533052, + -1.3045304530453046, + -1.3037303730373035, + -1.302930293029303, + -1.302130213021302, + -1.3013301330133014, + -1.3005300530053003, + -1.2997299729972998, + -1.2989298929892987, + -1.2981298129812981, + -1.2973297329732971, + -1.2965296529652965, + -1.2957295729572955, + -1.294929492949295, + -1.294129412941294, + -1.2933293329332933, + -1.2925292529252923, + -1.2917291729172917, + -1.2909290929092907, + -1.2901290129012901, + -1.289328932893289, + -1.2885288528852885, + -1.2877287728772875, + -1.286928692869287, + -1.2861286128612859, + -1.2853285328532853, + -1.2845284528452843, + -1.2837283728372837, + -1.2829282928292827, + -1.282128212821282, + -1.281328132813281, + -1.2805280528052805, + -1.2797279727972795, + -1.2789278927892789, + -1.2781278127812779, + -1.2773277327732773, + -1.2765276527652762, + -1.2757275727572757, + -1.2749274927492746, + -1.274127412741274, + -1.273327332733273, + -1.2725272527252725, + -1.2717271727172714, + -1.2709270927092708, + -1.2701270127012698, + -1.2693269326932692, + -1.2685268526852687, + -1.2677267726772676, + -1.266926692669267, + -1.266126612661266, + -1.2653265326532654, + -1.2645264526452644, + -1.2637263726372638, + -1.2629262926292628, + -1.2621262126212622, + -1.2613261326132612, + -1.2605260526052606, + -1.2597259725972596, + -1.258925892589259, + -1.258125812581258, + -1.2573257325732574, + -1.2565256525652564, + -1.2557255725572558, + -1.2549254925492548, + -1.2541254125412542, + -1.2533253325332532, + -1.2525252525252526, + -1.2517251725172516, + -1.250925092509251, + -1.25012501250125, + -1.2493249324932494, + -1.2485248524852484, + -1.2477247724772478, + -1.2469246924692468, + -1.2461246124612462, + -1.2453245324532451, + -1.2445244524452446, + -1.2437243724372435, + -1.242924292429243, + -1.242124212421242, + -1.2413241324132414, + -1.2405240524052403, + -1.2397239723972397, + -1.2389238923892387, + -1.2381238123812381, + -1.2373237323732371, + -1.2365236523652365, + -1.2357235723572355, + -1.234923492349235, + -1.234123412341234, + -1.2333233323332333, + -1.2325232523252323, + -1.2317231723172317, + -1.2309230923092307, + -1.2301230123012301, + -1.229322932293229, + -1.2285228522852285, + -1.2277227722772275, + -1.226922692269227, + -1.2261226122612259, + -1.2253225322532253, + -1.2245224522452243, + -1.2237223722372237, + -1.2229222922292227, + -1.222122212221222, + -1.221322132213221, + -1.2205220522052205, + -1.2197219721972195, + -1.2189218921892189, + -1.2181218121812178, + -1.2173217321732173, + -1.2165216521652162, + -1.2157215721572157, + -1.2149214921492146, + -1.214121412141214, + -1.213321332133213, + -1.2125212521252124, + -1.2117211721172114, + -1.2109210921092108, + -1.2101210121012098, + -1.2093209320932092, + -1.2085208520852082, + -1.2077207720772076, + -1.206920692069207, + -1.206120612061206, + -1.2053205320532054, + -1.2045204520452044, + -1.2037203720372038, + -1.2029202920292028, + -1.2021202120212022, + -1.2013201320132012, + -1.2005200520052006, + -1.1997199719971996, + -1.198919891989199, + -1.198119811981198, + -1.1973197319731974, + -1.1965196519651964, + -1.1957195719571958, + -1.1949194919491948, + -1.1941194119411942, + -1.1933193319331932, + -1.1925192519251926, + -1.1917191719171916, + -1.190919091909191, + -1.19011901190119, + -1.1893189318931894, + -1.1885188518851884, + -1.1877187718771878, + -1.1869186918691867, + -1.1861186118611862, + -1.1853185318531851, + -1.1845184518451846, + -1.1837183718371835, + -1.182918291829183, + -1.182118211821182, + -1.1813181318131813, + -1.1805180518051803, + -1.1797179717971797, + -1.1789178917891787, + -1.1781178117811781, + -1.1773177317731771, + -1.1765176517651765, + -1.1757175717571755, + -1.174917491749175, + -1.174117411741174, + -1.1733173317331733, + -1.1725172517251723, + -1.1717171717171717, + -1.1709170917091707, + -1.17011701170117, + -1.169316931693169, + -1.1685168516851685, + -1.1677167716771675, + -1.166916691669167, + -1.1661166116611659, + -1.1653165316531653, + -1.1645164516451643, + -1.1637163716371637, + -1.1629162916291627, + -1.162116211621162, + -1.161316131613161, + -1.1605160516051605, + -1.1597159715971594, + -1.1589158915891589, + -1.1581158115811578, + -1.1573157315731573, + -1.1565156515651562, + -1.1557155715571557, + -1.1549154915491546, + -1.154115411541154, + -1.153315331533153, + -1.1525152515251524, + -1.1517151715171514, + -1.1509150915091508, + -1.1501150115011498, + -1.1493149314931492, + -1.1485148514851482, + -1.1477147714771476, + -1.146914691469147, + -1.146114611461146, + -1.1453145314531454, + -1.1445144514451444, + -1.1437143714371438, + -1.1429142914291428, + -1.1421142114211422, + -1.1413141314131412, + -1.1405140514051406, + -1.1397139713971396, + -1.138913891389139, + -1.138113811381138, + -1.1373137313731374, + -1.1365136513651364, + -1.1357135713571358, + -1.1349134913491348, + -1.1341134113411342, + -1.1333133313331332, + -1.1325132513251326, + -1.1317131713171316, + -1.130913091309131, + -1.13011301130113, + -1.1293129312931294, + -1.1285128512851283, + -1.1277127712771278, + -1.1269126912691267, + -1.1261126112611262, + -1.1253125312531251, + -1.1245124512451246, + -1.1237123712371235, + -1.122912291229123, + -1.122112211221122, + -1.1213121312131213, + -1.1205120512051203, + -1.1197119711971197, + -1.1189118911891187, + -1.1181118111811181, + -1.117311731173117, + -1.1165116511651165, + -1.1157115711571155, + -1.114911491149115, + -1.114111411141114, + -1.1133113311331133, + -1.1125112511251123, + -1.1117111711171117, + -1.1109110911091107, + -1.11011101110111, + -1.109310931093109, + -1.1085108510851085, + -1.1077107710771075, + -1.106910691069107, + -1.1061106110611059, + -1.1053105310531053, + -1.1045104510451043, + -1.1037103710371037, + -1.1029102910291027, + -1.102110211021102, + -1.101310131013101, + -1.1005100510051005, + -1.0997099709970994, + -1.0989098909890989, + -1.0981098109810978, + -1.0973097309730973, + -1.0965096509650962, + -1.0957095709570956, + -1.0949094909490946, + -1.094109410941094, + -1.093309330933093, + -1.0925092509250924, + -1.0917091709170914, + -1.0909090909090908, + -1.0901090109010898, + -1.0893089308930892, + -1.0885088508850882, + -1.0877087708770876, + -1.086908690869087, + -1.086108610861086, + -1.0853085308530854, + -1.0845084508450844, + -1.0837083708370838, + -1.0829082908290828, + -1.0821082108210822, + -1.0813081308130812, + -1.0805080508050806, + -1.0797079707970796, + -1.078907890789079, + -1.078107810781078, + -1.0773077307730774, + -1.0765076507650764, + -1.0757075707570758, + -1.0749074907490748, + -1.0741074107410742, + -1.0733073307330732, + -1.0725072507250726, + -1.0717071707170716, + -1.070907090709071, + -1.07010701070107, + -1.0693069306930694, + -1.0685068506850683, + -1.0677067706770678, + -1.0669066906690667, + -1.0661066106610662, + -1.0653065306530651, + -1.0645064506450646, + -1.0637063706370635, + -1.062906290629063, + -1.062106210621062, + -1.0613061306130613, + -1.0605060506050603, + -1.0597059705970597, + -1.0589058905890587, + -1.0581058105810581, + -1.057305730573057, + -1.0565056505650565, + -1.0557055705570555, + -1.054905490549055, + -1.0541054105410539, + -1.0533053305330533, + -1.0525052505250523, + -1.0517051705170517, + -1.0509050905090507, + -1.05010501050105, + -1.049304930493049, + -1.0485048504850485, + -1.0477047704770475, + -1.0469046904690469, + -1.0461046104610459, + -1.0453045304530453, + -1.0445044504450443, + -1.0437043704370437, + -1.0429042904290426, + -1.042104210421042, + -1.041304130413041, + -1.0405040504050405, + -1.0397039703970394, + -1.0389038903890389, + -1.0381038103810378, + -1.0373037303730372, + -1.0365036503650362, + -1.0357035703570356, + -1.0349034903490346, + -1.034103410341034, + -1.033303330333033, + -1.0325032503250324, + -1.0317031703170314, + -1.0309030903090308, + -1.0301030103010298, + -1.0293029302930292, + -1.0285028502850282, + -1.0277027702770276, + -1.0269026902690266, + -1.026102610261026, + -1.0253025302530254, + -1.0245024502450244, + -1.0237023702370238, + -1.0229022902290228, + -1.0221022102210222, + -1.0213021302130212, + -1.0205020502050206, + -1.0197019701970196, + -1.018901890189019, + -1.018101810181018, + -1.0173017301730174, + -1.0165016501650164, + -1.0157015701570158, + -1.0149014901490148, + -1.0141014101410142, + -1.0133013301330132, + -1.0125012501250126, + -1.0117011701170116, + -1.010901090109011, + -1.01010101010101, + -1.0093009300930094, + -1.0085008500850083, + -1.0077007700770078, + -1.0069006900690067, + -1.0061006100610062, + -1.0053005300530051, + -1.0045004500450045, + -1.0037003700370035, + -1.002900290029003, + -1.002100210021002, + -1.0013001300130013, + -1.0005000500050003, + -0.9996999699969997, + -0.9988998899889987, + -0.9980998099809981, + -0.9972997299729971, + -0.9964996499649965, + -0.9956995699569955, + -0.9948994899489949, + -0.9940994099409939, + -0.9932993299329933, + -0.9924992499249923, + -0.9916991699169917, + -0.9908990899089907, + -0.9900990099009901, + -0.9892989298929891, + -0.9884988498849885, + -0.9876987698769875, + -0.9868986898689869, + -0.9860986098609859, + -0.9852985298529853, + -0.9844984498449842, + -0.9836983698369837, + -0.9828982898289826, + -0.9820982098209821, + -0.981298129812981, + -0.9804980498049805, + -0.9796979697969794, + -0.9788978897889788, + -0.9780978097809778, + -0.9772977297729772, + -0.9764976497649762, + -0.9756975697569756, + -0.9748974897489746, + -0.974097409740974, + -0.973297329732973, + -0.9724972497249724, + -0.9716971697169714, + -0.9708970897089708, + -0.9700970097009698, + -0.9692969296929692, + -0.9684968496849682, + -0.9676967696769676, + -0.9668966896689666, + -0.966096609660966, + -0.9652965296529654, + -0.9644964496449644, + -0.9636963696369638, + -0.9628962896289628, + -0.9620962096209622, + -0.9612961296129612, + -0.9604960496049606, + -0.9596959695969596, + -0.958895889588959, + -0.958095809580958, + -0.9572957295729574, + -0.9564956495649564, + -0.9556955695569558, + -0.9548954895489548, + -0.9540954095409542, + -0.9532953295329532, + -0.9524952495249526, + -0.9516951695169515, + -0.950895089508951, + -0.9500950095009499, + -0.9492949294929494, + -0.9484948494849483, + -0.9476947694769478, + -0.9468946894689467, + -0.9460946094609461, + -0.9452945294529451, + -0.9444944494449445, + -0.9436943694369435, + -0.9428942894289429, + -0.9420942094209419, + -0.9412941294129413, + -0.9404940494049403, + -0.9396939693969397, + -0.9388938893889387, + -0.9380938093809381, + -0.9372937293729371, + -0.9364936493649365, + -0.9356935693569355, + -0.9348934893489349, + -0.9340934093409339, + -0.9332933293329333, + -0.9324932493249323, + -0.9316931693169317, + -0.9308930893089307, + -0.9300930093009301, + -0.9292929292929291, + -0.9284928492849285, + -0.9276927692769275, + -0.9268926892689269, + -0.9260926092609258, + -0.9252925292529253, + -0.9244924492449242, + -0.9236923692369237, + -0.9228922892289226, + -0.922092209220922, + -0.921292129212921, + -0.9204920492049204, + -0.9196919691969194, + -0.9188918891889188, + -0.9180918091809178, + -0.9172917291729172, + -0.9164916491649162, + -0.9156915691569156, + -0.9148914891489146, + -0.914091409140914, + -0.913291329132913, + -0.9124912491249124, + -0.9116911691169114, + -0.9108910891089108, + -0.9100910091009098, + -0.9092909290929092, + -0.9084908490849082, + -0.9076907690769076, + -0.9068906890689066, + -0.906090609060906, + -0.905290529052905, + -0.9044904490449044, + -0.9036903690369038, + -0.9028902890289028, + -0.9020902090209022, + -0.9012901290129012, + -0.9004900490049006, + -0.8996899689968996, + -0.898889888988899, + -0.898089808980898, + -0.8972897289728974, + -0.8964896489648964, + -0.8956895689568958, + -0.8948894889488948, + -0.8940894089408942, + -0.8932893289328931, + -0.8924892489248926, + -0.8916891689168915, + -0.890889088908891, + -0.8900890089008899, + -0.8892889288928894, + -0.8884888488848883, + -0.8876887688768877, + -0.8868886888688867, + -0.8860886088608861, + -0.8852885288528851, + -0.8844884488448845, + -0.8836883688368835, + -0.8828882888288829, + -0.8820882088208819, + -0.8812881288128813, + -0.8804880488048803, + -0.8796879687968797, + -0.8788878887888787, + -0.8780878087808781, + -0.8772877287728771, + -0.8764876487648765, + -0.8756875687568755, + -0.8748874887488749, + -0.8740874087408739, + -0.8732873287328733, + -0.8724872487248723, + -0.8716871687168717, + -0.8708870887088707, + -0.8700870087008701, + -0.869286928692869, + -0.8684868486848685, + -0.8676867686768674, + -0.8668866886688669, + -0.8660866086608658, + -0.8652865286528653, + -0.8644864486448642, + -0.8636863686368637, + -0.8628862886288626, + -0.862086208620862, + -0.861286128612861, + -0.8604860486048604, + -0.8596859685968594, + -0.8588858885888588, + -0.8580858085808578, + -0.8572857285728572, + -0.8564856485648562, + -0.8556855685568556, + -0.8548854885488546, + -0.854085408540854, + -0.853285328532853, + -0.8524852485248524, + -0.8516851685168514, + -0.8508850885088508, + -0.8500850085008498, + -0.8492849284928492, + -0.8484848484848482, + -0.8476847684768476, + -0.8468846884688466, + -0.846084608460846, + -0.845284528452845, + -0.8444844484448444, + -0.8436843684368438, + -0.8428842884288428, + -0.8420842084208422, + -0.8412841284128412, + -0.8404840484048406, + -0.8396839683968396, + -0.838883888388839, + -0.838083808380838, + -0.8372837283728374, + -0.8364836483648364, + -0.8356835683568358, + -0.8348834883488347, + -0.8340834083408342, + -0.8332833283328331, + -0.8324832483248326, + -0.8316831683168315, + -0.830883088308831, + -0.8300830083008299, + -0.8292829282928293, + -0.8284828482848283, + -0.8276827682768277, + -0.8268826882688267, + -0.8260826082608261, + -0.8252825282528251, + -0.8244824482448245, + -0.8236823682368235, + -0.8228822882288229, + -0.8220822082208219, + -0.8212821282128213, + -0.8204820482048203, + -0.8196819681968197, + -0.8188818881888187, + -0.8180818081808181, + -0.8172817281728171, + -0.8164816481648165, + -0.8156815681568155, + -0.8148814881488149, + -0.8140814081408139, + -0.8132813281328133, + -0.8124812481248123, + -0.8116811681168117, + -0.8108810881088107, + -0.8100810081008101, + -0.809280928092809, + -0.8084808480848085, + -0.8076807680768074, + -0.8068806880688069, + -0.8060806080608058, + -0.8052805280528053, + -0.8044804480448042, + -0.8036803680368036, + -0.8028802880288026, + -0.802080208020802, + -0.801280128012801, + -0.8004800480048004, + -0.7996799679967994, + -0.7988798879887988, + -0.7980798079807978, + -0.7972797279727972, + -0.7964796479647962, + -0.7956795679567956, + -0.7948794879487946, + -0.794079407940794, + -0.793279327932793, + -0.7924792479247924, + -0.7916791679167914, + -0.7908790879087908, + -0.7900790079007898, + -0.7892789278927892, + -0.7884788478847882, + -0.7876787678767876, + -0.7868786878687866, + -0.786078607860786, + -0.785278527852785, + -0.7844784478447844, + -0.7836783678367834, + -0.7828782878287828, + -0.7820782078207822, + -0.7812781278127812, + -0.7804780478047806, + -0.7796779677967796, + -0.778877887788779, + -0.778077807780778, + -0.7772777277727774, + -0.7764776477647763, + -0.7756775677567758, + -0.7748774877487747, + -0.7740774077407742, + -0.7732773277327731, + -0.7724772477247726, + -0.7716771677167715, + -0.770877087708771, + -0.7700770077007699, + -0.7692769276927693, + -0.7684768476847683, + -0.7676767676767677, + -0.7668766876687667, + -0.7660766076607661, + -0.7652765276527651, + -0.7644764476447645, + -0.7636763676367635, + -0.7628762876287629, + -0.7620762076207619, + -0.7612761276127613, + -0.7604760476047603, + -0.7596759675967597, + -0.7588758875887587, + -0.7580758075807581, + -0.7572757275727571, + -0.7564756475647565, + -0.7556755675567555, + -0.7548754875487549, + -0.7540754075407539, + -0.7532753275327533, + -0.7524752475247523, + -0.7516751675167517, + -0.7508750875087506, + -0.7500750075007501, + -0.749274927492749, + -0.7484748474847485, + -0.7476747674767474, + -0.7468746874687469, + -0.7460746074607458, + -0.7452745274527453, + -0.7444744474447442, + -0.7436743674367436, + -0.7428742874287426, + -0.742074207420742, + -0.741274127412741, + -0.7404740474047404, + -0.7396739673967394, + -0.7388738873887388, + -0.7380738073807378, + -0.7372737273727372, + -0.7364736473647362, + -0.7356735673567356, + -0.7348734873487346, + -0.734073407340734, + -0.733273327332733, + -0.7324732473247324, + -0.7316731673167314, + -0.7308730873087308, + -0.7300730073007298, + -0.7292729272927292, + -0.7284728472847282, + -0.7276727672767276, + -0.7268726872687266, + -0.726072607260726, + -0.725272527252725, + -0.7244724472447244, + -0.7236723672367233, + -0.7228722872287228, + -0.7220722072207222, + -0.7212721272127212, + -0.7204720472047206, + -0.7196719671967196, + -0.718871887188719, + -0.718071807180718, + -0.7172717271727174, + -0.7164716471647163, + -0.7156715671567158, + -0.7148714871487147, + -0.7140714071407142, + -0.7132713271327131, + -0.7124712471247125, + -0.7116711671167115, + -0.7108710871087109, + -0.7100710071007099, + -0.7092709270927093, + -0.7084708470847083, + -0.7076707670767077, + -0.7068706870687067, + -0.7060706070607061, + -0.7052705270527051, + -0.7044704470447045, + -0.7036703670367035, + -0.7028702870287029, + -0.7020702070207019, + -0.7012701270127013, + -0.7004700470047003, + -0.6996699669966997, + -0.6988698869886987, + -0.6980698069806981, + -0.6972697269726971, + -0.6964696469646965, + -0.6956695669566955, + -0.6948694869486949, + -0.6940694069406939, + -0.6932693269326933, + -0.6924692469246922, + -0.6916691669166917, + -0.6908690869086906, + -0.6900690069006901, + -0.689268926892689, + -0.6884688468846885, + -0.6876687668766874, + -0.6868686868686869, + -0.6860686068606858, + -0.6852685268526852, + -0.6844684468446842, + -0.6836683668366836, + -0.6828682868286826, + -0.682068206820682, + -0.681268126812681, + -0.6804680468046804, + -0.6796679667966794, + -0.6788678867886788, + -0.6780678067806778, + -0.6772677267726772, + -0.6764676467646762, + -0.6756675667566756, + -0.6748674867486746, + -0.674067406740674, + -0.673267326732673, + -0.6724672467246724, + -0.6716671667166714, + -0.6708670867086708, + -0.6700670067006698, + -0.6692669266926692, + -0.6684668466846682, + -0.6676667666766676, + -0.6668666866686666, + -0.666066606660666, + -0.665266526652665, + -0.6644664466446644, + -0.6636663666366633, + -0.6628662866286628, + -0.6620662066206622, + -0.6612661266126612, + -0.6604660466046606, + -0.6596659665966595, + -0.658865886588659, + -0.6580658065806579, + -0.6572657265726574, + -0.6564656465646563, + -0.6556655665566558, + -0.6548654865486547, + -0.6540654065406541, + -0.6532653265326531, + -0.6524652465246525, + -0.6516651665166515, + -0.6508650865086509, + -0.6500650065006499, + -0.6492649264926493, + -0.6484648464846483, + -0.6476647664766477, + -0.6468646864686467, + -0.6460646064606461, + -0.6452645264526451, + -0.6444644464446445, + -0.6436643664366435, + -0.6428642864286429, + -0.6420642064206419, + -0.6412641264126413, + -0.6404640464046403, + -0.6396639663966397, + -0.6388638863886387, + -0.6380638063806381, + -0.6372637263726371, + -0.6364636463646365, + -0.6356635663566355, + -0.6348634863486349, + -0.6340634063406339, + -0.6332633263326333, + -0.6324632463246322, + -0.6316631663166317, + -0.6308630863086306, + -0.6300630063006301, + -0.629262926292629, + -0.6284628462846285, + -0.6276627662766274, + -0.6268626862686268, + -0.6260626062606258, + -0.6252625262526252, + -0.6244624462446242, + -0.6236623662366236, + -0.6228622862286226, + -0.622062206220622, + -0.621262126212621, + -0.6204620462046204, + -0.6196619661966194, + -0.6188618861886188, + -0.6180618061806178, + -0.6172617261726172, + -0.6164616461646162, + -0.6156615661566156, + -0.6148614861486146, + -0.614061406140614, + -0.613261326132613, + -0.6124612461246124, + -0.6116611661166114, + -0.6108610861086108, + -0.6100610061006098, + -0.6092609260926092, + -0.6084608460846082, + -0.6076607660766076, + -0.6068606860686065, + -0.606060606060606, + -0.6052605260526049, + -0.6044604460446044, + -0.6036603660366033, + -0.6028602860286028, + -0.6020602060206017, + -0.6012601260126011, + -0.6004600460046006, + -0.5996599659965995, + -0.598859885988599, + -0.5980598059805979, + -0.5972597259725974, + -0.5964596459645963, + -0.5956595659565957, + -0.5948594859485947, + -0.5940594059405941, + -0.5932593259325931, + -0.5924592459245925, + -0.5916591659165915, + -0.5908590859085909, + -0.5900590059005899, + -0.5892589258925893, + -0.5884588458845883, + -0.5876587658765877, + -0.5868586858685867, + -0.5860586058605861, + -0.5852585258525851, + -0.5844584458445845, + -0.5836583658365835, + -0.5828582858285829, + -0.5820582058205819, + -0.5812581258125813, + -0.5804580458045803, + -0.5796579657965797, + -0.5788578857885787, + -0.5780578057805781, + -0.5772577257725771, + -0.5764576457645765, + -0.5756575657565755, + -0.5748574857485749, + -0.5740574057405738, + -0.5732573257325733, + -0.5724572457245722, + -0.5716571657165717, + -0.5708570857085706, + -0.57005700570057, + -0.569256925692569, + -0.5684568456845684, + -0.5676567656765674, + -0.5668566856685668, + -0.5660566056605658, + -0.5652565256525652, + -0.5644564456445642, + -0.5636563656365636, + -0.5628562856285626, + -0.562056205620562, + -0.561256125612561, + -0.5604560456045604, + -0.5596559655965594, + -0.5588558855885588, + -0.5580558055805578, + -0.5572557255725572, + -0.5564556455645562, + -0.5556555655565556, + -0.5548554855485546, + -0.554055405540554, + -0.553255325532553, + -0.5524552455245524, + -0.5516551655165514, + -0.5508550855085508, + -0.5500550055005498, + -0.5492549254925492, + -0.5484548454845481, + -0.5476547654765476, + -0.5468546854685465, + -0.546054605460546, + -0.5452545254525449, + -0.5444544454445444, + -0.5436543654365433, + -0.5428542854285427, + -0.5420542054205417, + -0.5412541254125411, + -0.5404540454045406, + -0.5396539653965395, + -0.538853885388539, + -0.5380538053805379, + -0.5372537253725373, + -0.5364536453645363, + -0.5356535653565357, + -0.5348534853485347, + -0.5340534053405341, + -0.5332533253325331, + -0.5324532453245325, + -0.5316531653165315, + -0.5308530853085309, + -0.5300530053005299, + -0.5292529252925293, + -0.5284528452845283, + -0.5276527652765277, + -0.5268526852685267, + -0.5260526052605261, + -0.5252525252525251, + -0.5244524452445245, + -0.5236523652365235, + -0.5228522852285229, + -0.5220522052205219, + -0.5212521252125213, + -0.5204520452045203, + -0.5196519651965197, + -0.5188518851885187, + -0.5180518051805181, + -0.517251725172517, + -0.5164516451645165, + -0.5156515651565154, + -0.5148514851485149, + -0.5140514051405138, + -0.5132513251325133, + -0.5124512451245122, + -0.5116511651165117, + -0.5108510851085106, + -0.51005100510051, + -0.509250925092509, + -0.5084508450845084, + -0.5076507650765074, + -0.5068506850685068, + -0.5060506050605058, + -0.5052505250525052, + -0.5044504450445042, + -0.5036503650365036, + -0.5028502850285026, + -0.502050205020502, + -0.501250125012501, + -0.5004500450045004, + -0.4996499649964994, + -0.4988498849884988, + -0.4980498049804978, + -0.4972497249724972, + -0.4964496449644962, + -0.4956495649564956, + -0.49484948494849457, + -0.494049404940494, + -0.49324932493249296, + -0.4924492449244924, + -0.49164916491649135, + -0.4908490849084908, + -0.49004900490048975, + -0.48924892489248917, + -0.48844884488448814, + -0.48764876487648756, + -0.48684868486848654, + -0.48604860486048596, + -0.48524852485248493, + -0.48444844484448435, + -0.4836483648364833, + -0.48284828482848274, + -0.4820482048204817, + -0.48124812481248114, + -0.4804480448044801, + -0.47964796479647953, + -0.47884788478847895, + -0.4780478047804779, + -0.47724772477247734, + -0.4764476447644763, + -0.47564756475647574, + -0.4748474847484747, + -0.47404740474047413, + -0.4732473247324731, + -0.4724472447244725, + -0.4716471647164715, + -0.4708470847084709, + -0.4700470047004699, + -0.4692469246924693, + -0.4684468446844683, + -0.4676467646764677, + -0.4668466846684667, + -0.4660466046604661, + -0.4652465246524651, + -0.4644464446444645, + -0.46364636463646347, + -0.4628462846284629, + -0.46204620462046186, + -0.4612461246124613, + -0.46044604460446026, + -0.4596459645964597, + -0.45884588458845865, + -0.45804580458045807, + -0.45724572457245705, + -0.45644564456445647, + -0.45564556455645544, + -0.45484548454845486, + -0.45404540454045383, + -0.45324532453245325, + -0.45244524452445223, + -0.45164516451645165, + -0.4508450845084506, + -0.45004500450045004, + -0.449244924492449, + -0.44844484448444843, + -0.4476447644764474, + -0.44684468446844683, + -0.4460446044604458, + -0.4452445244524452, + -0.4444444444444442, + -0.4436443644364436, + -0.4428442844284426, + -0.442044204420442, + -0.441244124412441, + -0.4404440444044404, + -0.4396439643964394, + -0.4388438843884388, + -0.4380438043804378, + -0.4372437243724372, + -0.43644364436443617, + -0.4356435643564356, + -0.43484348434843456, + -0.434043404340434, + -0.43324332433243296, + -0.4324432443244324, + -0.43164316431643135, + -0.43084308430843077, + -0.43004300430042974, + -0.42924292429242916, + -0.42844284428442814, + -0.42764276427642756, + -0.42684268426842653, + -0.42604260426042595, + -0.4252425242524249, + -0.42444244424442434, + -0.4236423642364233, + -0.42284228422842274, + -0.4220422042204217, + -0.42124212421242113, + -0.4204420442044201, + -0.4196419641964195, + -0.41884188418841894, + -0.4180418041804179, + -0.41724172417241734, + -0.4164416441644163, + -0.41564156415641573, + -0.4148414841484147, + -0.4140414041404141, + -0.4132413241324131, + -0.4124412441244125, + -0.4116411641164115, + -0.4108410841084109, + -0.4100410041004099, + -0.4092409240924093, + -0.4084408440844083, + -0.4076407640764077, + -0.4068406840684067, + -0.4060406040604061, + -0.40524052405240507, + -0.4044404440444045, + -0.40364036403640347, + -0.4028402840284029, + -0.40204020402040186, + -0.4012401240124013, + -0.40044004400440025, + -0.39963996399639967, + -0.39883988398839865, + -0.39803980398039807, + -0.39723972397239704, + -0.39643964396439646, + -0.39563956395639543, + -0.39483948394839485, + -0.39403940394039383, + -0.39323932393239325, + -0.3924392439243922, + -0.39163916391639164, + -0.3908390839083906, + -0.39003900390039004, + -0.389238923892389, + -0.38843884388438843, + -0.3876387638763874, + -0.3868386838683868, + -0.3860386038603858, + -0.3852385238523852, + -0.3844384438443842, + -0.3836383638363836, + -0.3828382838283826, + -0.382038203820382, + -0.381238123812381, + -0.3804380438043804, + -0.3796379637963794, + -0.3788378837883788, + -0.37803780378037777, + -0.3772377237723772, + -0.37643764376437616, + -0.3756375637563756, + -0.37483748374837456, + -0.374037403740374, + -0.37323732373237295, + -0.37243724372437237, + -0.37163716371637134, + -0.37083708370837076, + -0.37003700370036974, + -0.36923692369236916, + -0.36843684368436813, + -0.36763676367636755, + -0.3668366836683665, + -0.36603660366036594, + -0.3652365236523649, + -0.36443644364436434, + -0.3636363636363633, + -0.36283628362836273, + -0.3620362036203617, + -0.3612361236123611, + -0.3604360436043601, + -0.3596359635963595, + -0.3588358835883585, + -0.3580358035803579, + -0.35723572357235733, + -0.3564356435643563, + -0.3556355635563557, + -0.3548354835483547, + -0.3540354035403541, + -0.3532353235323531, + -0.3524352435243525, + -0.3516351635163515, + -0.3508350835083509, + -0.3500350035003499, + -0.3492349234923493, + -0.3484348434843483, + -0.3476347634763477, + -0.34683468346834667, + -0.3460346034603461, + -0.34523452345234507, + -0.3444344434443445, + -0.34363436343634346, + -0.3428342834283429, + -0.34203420342034185, + -0.3412341234123413, + -0.34043404340434025, + -0.33963396339633967, + -0.33883388338833864, + -0.33803380338033806, + -0.33723372337233704, + -0.33643364336433645, + -0.33563356335633543, + -0.33483348334833485, + -0.3340334033403338, + -0.33323332333233324, + -0.3324332433243322, + -0.33163316331633164, + -0.3308330833083306, + -0.33003300330033003, + -0.329232923292329, + -0.3284328432843284, + -0.3276327632763274, + -0.3268326832683268, + -0.3260326032603258, + -0.3252325232523252, + -0.3244324432443242, + -0.3236323632363236, + -0.3228322832283226, + -0.322032203220322, + -0.321232123212321, + -0.3204320432043204, + -0.31963196319631937, + -0.3188318831883188, + -0.31803180318031776, + -0.3172317231723172, + -0.31643164316431616, + -0.3156315631563156, + -0.31483148314831455, + -0.31403140314031397, + -0.31323132313231294, + -0.31243124312431236, + -0.31163116311631134, + -0.31083108310831076, + -0.31003100310030973, + -0.30923092309230915, + -0.3084308430843081, + -0.30763076307630755, + -0.3068306830683065, + -0.30603060306030594, + -0.3052305230523049, + -0.30443044304430433, + -0.3036303630363033, + -0.3028302830283027, + -0.3020302030203017, + -0.3012301230123011, + -0.3004300430043001, + -0.2996299629962995, + -0.2988298829882985, + -0.2980298029802979, + -0.2972297229722973, + -0.2964296429642963, + -0.2956295629562957, + -0.2948294829482947, + -0.2940294029402941, + -0.2932293229322931, + -0.2924292429242925, + -0.2916291629162915, + -0.2908290829082909, + -0.2900290029002899, + -0.2892289228922893, + -0.2884288428842883, + -0.2876287628762877, + -0.28682868286828667, + -0.2860286028602861, + -0.28522852285228506, + -0.2844284428442845, + -0.28362836283628345, + -0.2828282828282829, + -0.28202820282028185, + -0.28122812281228127, + -0.28042804280428024, + -0.27962796279627966, + -0.27882788278827864, + -0.27802780278027805, + -0.27722772277227703, + -0.27642764276427645, + -0.2756275627562754, + -0.27482748274827484, + -0.2740274027402738, + -0.27322732273227324, + -0.2724272427242722, + -0.27162716271627163, + -0.2708270827082706, + -0.27002700270027, + -0.269226922692269, + -0.2684268426842684, + -0.2676267626762674, + -0.2668266826682668, + -0.2660266026602658, + -0.2652265226522652, + -0.2644264426442642, + -0.2636263626362636, + -0.2628262826282626, + -0.262026202620262, + -0.26122612261226097, + -0.2604260426042604, + -0.25962596259625936, + -0.2588258825882588, + -0.25802580258025776, + -0.2572257225722572, + -0.25642564256425615, + -0.25562556255625557, + -0.25482548254825454, + -0.25402540254025396, + -0.25322532253225294, + -0.25242524252425236, + -0.25162516251625133, + -0.25082508250825075, + -0.2500250025002497, + -0.24922492249224915, + -0.24842484248424812, + -0.24762476247624754, + -0.24682468246824651, + -0.24602460246024593, + -0.2452245224522449, + -0.24442444244424433, + -0.2436243624362433, + -0.24282428242824272, + -0.2420242024202417, + -0.24122412241224112, + -0.2404240424042401, + -0.2396239623962395, + -0.23882388238823848, + -0.2380238023802379, + -0.23722372237223732, + -0.2364236423642363, + -0.23562356235623572, + -0.2348234823482347, + -0.2340234023402341, + -0.23322332233223309, + -0.2324232423242325, + -0.23162316231623148, + -0.2308230823082309, + -0.23002300230022987, + -0.2292229222922293, + -0.22842284228422827, + -0.22762276227622769, + -0.22682268226822666, + -0.22602260226022608, + -0.22522252225222505, + -0.22442244224422447, + -0.22362236223622345, + -0.22282228222822287, + -0.22202220222022184, + -0.22122212221222126, + -0.22042204220422024, + -0.21962196219621966, + -0.21882188218821863, + -0.21802180218021805, + -0.21722172217221702, + -0.21642164216421644, + -0.21562156215621542, + -0.21482148214821484, + -0.2140214021402138, + -0.21322132213221323, + -0.2124212421242122, + -0.21162116211621163, + -0.2108210821082106, + -0.21002100210021002, + -0.209220922092209, + -0.2084208420842084, + -0.2076207620762074, + -0.2068206820682068, + -0.20602060206020578, + -0.2052205220522052, + -0.20442044204420418, + -0.2036203620362036, + -0.20282028202820257, + -0.202020202020202, + -0.20122012201220096, + -0.20042004200420038, + -0.19961996199619936, + -0.19881988198819878, + -0.19801980198019775, + -0.19721972197219717, + -0.19641964196419615, + -0.19561956195619556, + -0.19481948194819454, + -0.19401940194019396, + -0.19321932193219293, + -0.19241924192419235, + -0.19161916191619133, + -0.19081908190819075, + -0.19001900190018972, + -0.18921892189218914, + -0.18841884188418812, + -0.18761876187618753, + -0.1868186818681865, + -0.18601860186018593, + -0.1852185218521849, + -0.18441844184418432, + -0.1836183618361833, + -0.18281828182818272, + -0.1820182018201817, + -0.1812181218121811, + -0.18041804180418008, + -0.1796179617961795, + -0.17881788178817848, + -0.1780178017801779, + -0.17721772177217687, + -0.1764176417641763, + -0.1756175617561757, + -0.17481748174817469, + -0.1740174017401741, + -0.17321732173217308, + -0.1724172417241725, + -0.17161716171617147, + -0.1708170817081709, + -0.17001700170016987, + -0.1692169216921693, + -0.16841684168416826, + -0.16761676167616768, + -0.16681668166816666, + -0.16601660166016607, + -0.16521652165216505, + -0.16441644164416447, + -0.16361636163616344, + -0.16281628162816286, + -0.16201620162016184, + -0.16121612161216126, + -0.16041604160416023, + -0.15961596159615965, + -0.15881588158815862, + -0.15801580158015804, + -0.15721572157215702, + -0.15641564156415644, + -0.1556155615561554, + -0.15481548154815483, + -0.1540154015401538, + -0.15321532153215323, + -0.1524152415241522, + -0.15161516151615162, + -0.1508150815081506, + -0.15001500150015, + -0.149214921492149, + -0.1484148414841484, + -0.14761476147614738, + -0.1468146814681468, + -0.14601460146014578, + -0.1452145214521452, + -0.14441444144414417, + -0.1436143614361436, + -0.14281428142814256, + -0.14201420142014198, + -0.14121412141214096, + -0.14041404140414038, + -0.13961396139613935, + -0.13881388138813877, + -0.13801380138013775, + -0.13721372137213717, + -0.13641364136413614, + -0.13561356135613556, + -0.13481348134813453, + -0.13401340134013395, + -0.13321332133213293, + -0.13241324132413235, + -0.13161316131613132, + -0.13081308130813074, + -0.13001300130012972, + -0.12921292129212913, + -0.1284128412841281, + -0.12761276127612753, + -0.1268126812681265, + -0.12601260126012592, + -0.1252125212521249, + -0.12441244124412432, + -0.12361236123612329, + -0.12281228122812271, + -0.12201220122012169, + -0.1212121212121211, + -0.12041204120412008, + -0.1196119611961195, + -0.11881188118811847, + -0.11801180118011789, + -0.11721172117211687, + -0.11641164116411629, + -0.1156115611561157, + -0.11481148114811468, + -0.1140114011401141, + -0.11321132113211307, + -0.1124112411241125, + -0.11161116111611147, + -0.11081108110811089, + -0.11001100110010986, + -0.10921092109210928, + -0.10841084108410826, + -0.10761076107610767, + -0.10681068106810665, + -0.10601060106010607, + -0.10521052105210504, + -0.10441044104410446, + -0.10361036103610344, + -0.10281028102810286, + -0.10201020102010183, + -0.10121012101210125, + -0.10041004100410023, + -0.09960996099609964, + -0.09880988098809862, + -0.09800980098009804, + -0.09720972097209701, + -0.09640964096409643, + -0.09560956095609541, + -0.09480948094809483, + -0.0940094009400938, + -0.09320932093209322, + -0.0924092409240922, + -0.09160916091609161, + -0.09080908090809059, + -0.09000900090009001, + -0.08920892089208898, + -0.0884088408840884, + -0.08760876087608738, + -0.0868086808680868, + -0.08600860086008577, + -0.08520852085208519, + -0.08440844084408416, + -0.08360836083608358, + -0.08280828082808256, + -0.08200820082008198, + -0.08120812081208095, + -0.08040804080408037, + -0.07960796079607935, + -0.07880788078807877, + -0.07800780078007774, + -0.07720772077207716, + -0.07640764076407613, + -0.07560756075607555, + -0.07480748074807453, + -0.07400740074007395, + -0.07320732073207292, + -0.07240724072407234, + -0.07160716071607132, + -0.07080708070807074, + -0.07000700070006971, + -0.06920692069206913, + -0.0684068406840681, + -0.06760676067606752, + -0.0668066806680665, + -0.06600660066006592, + -0.06520652065206489, + -0.06440644064406431, + -0.06360636063606329, + -0.0628062806280627, + -0.06200620062006168, + -0.0612061206120611, + -0.060406040604060074, + -0.05960596059605949, + -0.05880588058805847, + -0.05800580058005789, + -0.05720572057205686, + -0.05640564056405628, + -0.055605560556055256, + -0.054805480548054675, + -0.054005400540054094, + -0.05320532053205307, + -0.05240524052405249, + -0.05160516051605146, + -0.05080508050805088, + -0.050005000500049857, + -0.049204920492049276, + -0.04840484048404825, + -0.04760476047604767, + -0.046804680468046644, + -0.04600460046004606, + -0.04520452045204504, + -0.04440444044404446, + -0.04360436043604343, + -0.04280428042804285, + -0.042004200420041826, + -0.041204120412041245, + -0.04040404040404022, + -0.03960396039603964, + -0.038803880388038614, + -0.03800380038003803, + -0.03720372037203701, + -0.03640364036403643, + -0.0356035603560354, + -0.03480348034803482, + -0.034003400340033796, + -0.033203320332033215, + -0.03240324032403219, + -0.03160316031603161, + -0.030803080308030584, + -0.030003000300030003, + -0.029202920292028978, + -0.028402840284028397, + -0.02760276027602737, + -0.02680268026802679, + -0.026002600260025766, + -0.025202520252025185, + -0.02440244024402416, + -0.02360236023602358, + -0.022802280228022553, + -0.022002200220021972, + -0.021202120212020947, + -0.020402040204020366, + -0.01960196019601934, + -0.01880188018801876, + -0.018001800180017735, + -0.017201720172017154, + -0.01640164016401613, + -0.015601560156015548, + -0.014801480148014523, + -0.014001400140013942, + -0.013201320132012917, + -0.012401240124012336, + -0.011601160116011311, + -0.01080108010801073, + -0.010001000100009705, + -0.009200920092009124, + -0.008400840084008099, + -0.007600760076007518, + -0.006800680068006493, + -0.006000600060005912, + -0.005200520052004887, + -0.004400440044004306, + -0.0036003600360032806, + -0.0028002800280026996, + -0.0020002000200016745, + -0.0012001200120010935, + -0.00040004000400006845, + 0.00040004000400095663, + 0.0012001200120010935, + 0.0020002000200021186, + 0.0028002800280031437, + 0.0036003600360041688, + 0.004400440044004306, + 0.005200520052005331, + 0.006000600060006356, + 0.006800680068006493, + 0.007600760076007518, + 0.008400840084008543, + 0.009200920092009568, + 0.010001000100009705, + 0.01080108010801073, + 0.011601160116011755, + 0.01240124012401278, + 0.013201320132012917, + 0.014001400140013942, + 0.014801480148014967, + 0.015601560156015992, + 0.01640164016401613, + 0.017201720172017154, + 0.01800180018001818, + 0.018801880188019204, + 0.01960196019601934, + 0.020402040204020366, + 0.02120212021202139, + 0.022002200220022416, + 0.022802280228022553, + 0.02360236023602358, + 0.024402440244024604, + 0.02520252025202563, + 0.026002600260025766, + 0.02680268026802679, + 0.027602760276027816, + 0.02840284028402884, + 0.029202920292028978, + 0.030003000300030003, + 0.030803080308031028, + 0.03160316031603205, + 0.03240324032403219, + 0.033203320332033215, + 0.03400340034003424, + 0.034803480348035265, + 0.0356035603560354, + 0.03640364036403643, + 0.03720372037203745, + 0.03800380038003848, + 0.038803880388038614, + 0.03960396039603964, + 0.040404040404040664, + 0.04120412041204169, + 0.042004200420041826, + 0.04280428042804285, + 0.043604360436043876, + 0.0444044404440449, + 0.04520452045204504, + 0.04600460046004606, + 0.04680468046804709, + 0.047604760476048114, + 0.04840484048404825, + 0.049204920492049276, + 0.0500050005000503, + 0.050805080508051326, + 0.05160516051605146, + 0.05240524052405249, + 0.05320532053205351, + 0.05400540054005454, + 0.054805480548054675, + 0.0556055605560557, + 0.056405640564056725, + 0.05720572057205775, + 0.05800580058005789, + 0.05880588058805891, + 0.05960596059605994, + 0.06040604060406096, + 0.0612061206120611, + 0.062006200620062124, + 0.06280628062806315, + 0.06360636063606417, + 0.06440644064406431, + 0.06520652065206534, + 0.06600660066006636, + 0.0668066806680665, + 0.06760676067606752, + 0.06840684068406855, + 0.06920692069206957, + 0.07000700070006971, + 0.07080708070807074, + 0.07160716071607176, + 0.07240724072407279, + 0.07320732073207292, + 0.07400740074007395, + 0.07480748074807497, + 0.075607560756076, + 0.07640764076407613, + 0.07720772077207716, + 0.07800780078007818, + 0.07880788078807921, + 0.07960796079607935, + 0.08040804080408037, + 0.0812081208120814, + 0.08200820082008242, + 0.08280828082808256, + 0.08360836083608358, + 0.08440844084408461, + 0.08520852085208563, + 0.08600860086008577, + 0.0868086808680868, + 0.08760876087608782, + 0.08840884088408885, + 0.08920892089208898, + 0.09000900090009001, + 0.09080908090809103, + 0.09160916091609206, + 0.0924092409240922, + 0.09320932093209322, + 0.09400940094009425, + 0.09480948094809527, + 0.09560956095609541, + 0.09640964096409643, + 0.09720972097209746, + 0.09800980098009848, + 0.09880988098809862, + 0.09960996099609964, + 0.10041004100410067, + 0.1012101210121017, + 0.10201020102010183, + 0.10281028102810286, + 0.10361036103610388, + 0.1044104410441049, + 0.10521052105210504, + 0.10601060106010607, + 0.1068106810681071, + 0.10761076107610812, + 0.10841084108410826, + 0.10921092109210928, + 0.1100110011001103, + 0.11081108110811133, + 0.11161116111611147, + 0.1124112411241125, + 0.11321132113211352, + 0.11401140114011454, + 0.11481148114811468, + 0.1156115611561157, + 0.11641164116411673, + 0.11721172117211776, + 0.11801180118011789, + 0.11881188118811892, + 0.11961196119611994, + 0.12041204120412097, + 0.1212121212121211, + 0.12201220122012213, + 0.12281228122812315, + 0.12361236123612418, + 0.12441244124412432, + 0.12521252125212534, + 0.12601260126012637, + 0.1268126812681265, + 0.12761276127612753, + 0.12841284128412855, + 0.12921292129212958, + 0.13001300130012972, + 0.13081308130813074, + 0.13161316131613177, + 0.1324132413241328, + 0.13321332133213293, + 0.13401340134013395, + 0.13481348134813498, + 0.135613561356136, + 0.13641364136413614, + 0.13721372137213717, + 0.1380138013801382, + 0.13881388138813922, + 0.13961396139613935, + 0.14041404140414038, + 0.1412141214121414, + 0.14201420142014243, + 0.14281428142814256, + 0.1436143614361436, + 0.14441444144414461, + 0.14521452145214564, + 0.14601460146014578, + 0.1468146814681468, + 0.14761476147614783, + 0.14841484148414885, + 0.149214921492149, + 0.15001500150015, + 0.15081508150815104, + 0.15161516151615206, + 0.1524152415241522, + 0.15321532153215323, + 0.15401540154015425, + 0.15481548154815528, + 0.1556155615561554, + 0.15641564156415644, + 0.15721572157215746, + 0.1580158015801585, + 0.15881588158815862, + 0.15961596159615965, + 0.16041604160416068, + 0.1612161216121617, + 0.16201620162016184, + 0.16281628162816286, + 0.1636163616361639, + 0.1644164416441649, + 0.16521652165216505, + 0.16601660166016607, + 0.1668166816681671, + 0.16761676167616812, + 0.16841684168416826, + 0.1692169216921693, + 0.1700170017001703, + 0.17081708170817134, + 0.17161716171617147, + 0.1724172417241725, + 0.17321732173217352, + 0.17401740174017455, + 0.17481748174817469, + 0.1756175617561757, + 0.17641764176417674, + 0.17721772177217776, + 0.1780178017801779, + 0.17881788178817892, + 0.17961796179617995, + 0.18041804180418097, + 0.1812181218121811, + 0.18201820182018214, + 0.18281828182818316, + 0.18361836183618419, + 0.18441844184418432, + 0.18521852185218535, + 0.18601860186018637, + 0.1868186818681874, + 0.18761876187618753, + 0.18841884188418856, + 0.18921892189218958, + 0.19001900190018972, + 0.19081908190819075, + 0.19161916191619177, + 0.1924192419241928, + 0.19321932193219293, + 0.19401940194019396, + 0.19481948194819498, + 0.195619561956196, + 0.19641964196419615, + 0.19721972197219717, + 0.1980198019801982, + 0.19881988198819922, + 0.19961996199619936, + 0.20042004200420038, + 0.2012201220122014, + 0.20202020202020243, + 0.20282028202820257, + 0.2036203620362036, + 0.20442044204420462, + 0.20522052205220565, + 0.20602060206020578, + 0.2068206820682068, + 0.20762076207620783, + 0.20842084208420886, + 0.209220922092209, + 0.21002100210021002, + 0.21082108210821104, + 0.21162116211621207, + 0.2124212421242122, + 0.21322132213221323, + 0.21402140214021426, + 0.21482148214821528, + 0.21562156215621542, + 0.21642164216421644, + 0.21722172217221747, + 0.2180218021802185, + 0.21882188218821863, + 0.21962196219621966, + 0.22042204220422068, + 0.2212221222122217, + 0.22202220222022184, + 0.22282228222822287, + 0.2236223622362239, + 0.22442244224422492, + 0.22522252225222505, + 0.22602260226022608, + 0.2268226822682271, + 0.22762276227622813, + 0.22842284228422827, + 0.2292229222922293, + 0.23002300230023032, + 0.23082308230823134, + 0.23162316231623148, + 0.2324232423242325, + 0.23322332233223353, + 0.23402340234023455, + 0.2348234823482347, + 0.23562356235623572, + 0.23642364236423674, + 0.23722372237223777, + 0.2380238023802379, + 0.23882388238823893, + 0.23962396239623995, + 0.24042404240424098, + 0.24122412241224112, + 0.24202420242024214, + 0.24282428242824317, + 0.2436243624362442, + 0.24442444244424433, + 0.24522452245224535, + 0.24602460246024638, + 0.2468246824682474, + 0.24762476247624754, + 0.24842484248424856, + 0.2492249224922496, + 0.2500250025002497, + 0.25082508250825075, + 0.2516251625162518, + 0.2524252425242528, + 0.25322532253225294, + 0.25402540254025396, + 0.254825482548255, + 0.255625562556256, + 0.25642564256425615, + 0.2572257225722572, + 0.2580258025802582, + 0.2588258825882592, + 0.25962596259625936, + 0.2604260426042604, + 0.2612261226122614, + 0.26202620262026244, + 0.2628262826282626, + 0.2636263626362636, + 0.2644264426442646, + 0.26522652265226565, + 0.2660266026602658, + 0.2668266826682668, + 0.26762676267626784, + 0.26842684268426886, + 0.269226922692269, + 0.27002700270027, + 0.27082708270827105, + 0.2716271627162721, + 0.2724272427242722, + 0.27322732273227324, + 0.27402740274027426, + 0.2748274827482753, + 0.2756275627562754, + 0.27642764276427645, + 0.2772277227722775, + 0.2780278027802785, + 0.27882788278827864, + 0.27962796279627966, + 0.2804280428042807, + 0.2812281228122817, + 0.28202820282028185, + 0.2828282828282829, + 0.2836283628362839, + 0.2844284428442849, + 0.28522852285228506, + 0.2860286028602861, + 0.2868286828682871, + 0.28762876287628814, + 0.2884288428842883, + 0.2892289228922893, + 0.2900290029002903, + 0.29082908290829135, + 0.2916291629162915, + 0.2924292429242925, + 0.29322932293229353, + 0.29402940294029456, + 0.2948294829482947, + 0.2956295629562957, + 0.29642964296429675, + 0.29722972297229777, + 0.2980298029802979, + 0.29882988298829893, + 0.29962996299629996, + 0.300430043004301, + 0.3012301230123011, + 0.30203020302030215, + 0.30283028302830317, + 0.3036303630363042, + 0.30443044304430433, + 0.30523052305230536, + 0.3060306030603064, + 0.3068306830683074, + 0.30763076307630755, + 0.30843084308430857, + 0.3092309230923096, + 0.31003100310030973, + 0.31083108310831076, + 0.3116311631163118, + 0.3124312431243128, + 0.31323132313231294, + 0.31403140314031397, + 0.314831483148315, + 0.315631563156316, + 0.31643164316431616, + 0.3172317231723172, + 0.3180318031803182, + 0.31883188318831923, + 0.31963196319631937, + 0.3204320432043204, + 0.3212321232123214, + 0.32203220322032244, + 0.3228322832283226, + 0.3236323632363236, + 0.32443244324432463, + 0.32523252325232566, + 0.3260326032603258, + 0.3268326832683268, + 0.32763276327632784, + 0.32843284328432887, + 0.329232923292329, + 0.33003300330033003, + 0.33083308330833106, + 0.3316331633163321, + 0.3324332433243322, + 0.33323332333233324, + 0.33403340334033427, + 0.3348334833483353, + 0.33563356335633543, + 0.33643364336433645, + 0.3372337233723375, + 0.3380338033803385, + 0.33883388338833864, + 0.33963396339633967, + 0.3404340434043407, + 0.3412341234123417, + 0.34203420342034185, + 0.3428342834283429, + 0.3436343634363439, + 0.34443444344434493, + 0.34523452345234507, + 0.3460346034603461, + 0.3468346834683471, + 0.34763476347634814, + 0.3484348434843483, + 0.3492349234923493, + 0.35003500350035033, + 0.35083508350835135, + 0.3516351635163515, + 0.3524352435243525, + 0.35323532353235354, + 0.35403540354035457, + 0.3548354835483547, + 0.3556355635563557, + 0.35643564356435675, + 0.3572357235723578, + 0.3580358035803579, + 0.35883588358835894, + 0.35963596359635996, + 0.360436043604361, + 0.3612361236123611, + 0.36203620362036215, + 0.3628362836283632, + 0.3636363636363642, + 0.36443644364436434, + 0.36523652365236536, + 0.3660366036603664, + 0.3668366836683674, + 0.36763676367636755, + 0.3684368436843686, + 0.3692369236923696, + 0.37003700370036974, + 0.37083708370837076, + 0.3716371637163718, + 0.3724372437243728, + 0.37323732373237295, + 0.374037403740374, + 0.374837483748375, + 0.375637563756376, + 0.37643764376437616, + 0.3772377237723772, + 0.3780378037803782, + 0.37883788378837924, + 0.3796379637963794, + 0.3804380438043804, + 0.3812381238123814, + 0.38203820382038245, + 0.3828382838283826, + 0.3836383638363836, + 0.38443844384438464, + 0.38523852385238566, + 0.3860386038603858, + 0.3868386838683868, + 0.38763876387638785, + 0.3884388438843889, + 0.389238923892389, + 0.39003900390039004, + 0.39083908390839106, + 0.3916391639163921, + 0.3924392439243922, + 0.39323932393239325, + 0.3940394039403943, + 0.3948394839483953, + 0.39563956395639543, + 0.39643964396439646, + 0.3972397239723975, + 0.3980398039803985, + 0.39883988398839865, + 0.39963996399639967, + 0.4004400440044007, + 0.4012401240124017, + 0.40204020402040186, + 0.4028402840284029, + 0.4036403640364039, + 0.40444044404440493, + 0.40524052405240507, + 0.4060406040604061, + 0.4068406840684071, + 0.40764076407640815, + 0.4084408440844083, + 0.4092409240924093, + 0.41004100410041033, + 0.41084108410841136, + 0.4116411641164115, + 0.4124412441244125, + 0.41324132413241355, + 0.41404140414041457, + 0.4148414841484147, + 0.41564156415641573, + 0.41644164416441676, + 0.4172417241724178, + 0.4180418041804179, + 0.41884188418841894, + 0.41964196419641997, + 0.420442044204421, + 0.42124212421242113, + 0.42204220422042216, + 0.4228422842284232, + 0.4236423642364242, + 0.42444244424442434, + 0.42524252425242537, + 0.4260426042604264, + 0.4268426842684274, + 0.42764276427642756, + 0.4284428442844286, + 0.4292429242924296, + 0.43004300430043063, + 0.43084308430843077, + 0.4316431643164318, + 0.4324432443244328, + 0.43324332433243296, + 0.434043404340434, + 0.434843484348435, + 0.43564356435643603, + 0.43644364436443617, + 0.4372437243724372, + 0.4380438043804382, + 0.43884388438843924, + 0.4396439643964394, + 0.4404440444044404, + 0.44124412441244143, + 0.44204420442044245, + 0.4428442844284426, + 0.4436443644364436, + 0.44444444444444464, + 0.44524452445244567, + 0.4460446044604458, + 0.44684468446844683, + 0.44764476447644785, + 0.4484448444844489, + 0.449244924492449, + 0.45004500450045004, + 0.45084508450845107, + 0.4516451645164521, + 0.45244524452445223, + 0.45324532453245325, + 0.4540454045404543, + 0.4548454845484553, + 0.45564556455645544, + 0.45644564456445647, + 0.4572457245724575, + 0.4580458045804585, + 0.45884588458845865, + 0.4596459645964597, + 0.4604460446044607, + 0.4612461246124617, + 0.46204620462046186, + 0.4628462846284629, + 0.4636463646364639, + 0.46444644464446494, + 0.4652465246524651, + 0.4660466046604661, + 0.4668466846684671, + 0.46764676467646815, + 0.4684468446844683, + 0.4692469246924693, + 0.47004700470047034, + 0.47084708470847136, + 0.4716471647164715, + 0.4724472447244725, + 0.47324732473247355, + 0.4740474047404746, + 0.4748474847484747, + 0.47564756475647574, + 0.47644764476447676, + 0.4772477247724778, + 0.4780478047804779, + 0.47884788478847895, + 0.47964796479648, + 0.480448044804481, + 0.48124812481248114, + 0.48204820482048216, + 0.4828482848284832, + 0.4836483648364842, + 0.48444844484448435, + 0.4852485248524854, + 0.4860486048604864, + 0.4868486848684874, + 0.48764876487648756, + 0.4884488448844886, + 0.4892489248924896, + 0.49004900490049064, + 0.4908490849084908, + 0.4916491649164918, + 0.4924492449244928, + 0.49324932493249296, + 0.494049404940494, + 0.494849484948495, + 0.49564956495649604, + 0.4964496449644962, + 0.4972497249724972, + 0.4980498049804982, + 0.49884988498849925, + 0.4996499649964994, + 0.5004500450045004, + 0.5012501250125014, + 0.5020502050205025, + 0.5028502850285026, + 0.5036503650365036, + 0.5044504450445046, + 0.5052505250525057, + 0.5060506050605058, + 0.5068506850685068, + 0.5076507650765079, + 0.5084508450845089, + 0.509250925092509, + 0.51005100510051, + 0.5108510851085111, + 0.5116511651165121, + 0.5124512451245122, + 0.5132513251325133, + 0.5140514051405143, + 0.5148514851485153, + 0.5156515651565154, + 0.5164516451645165, + 0.5172517251725175, + 0.5180518051805185, + 0.5188518851885187, + 0.5196519651965197, + 0.5204520452045207, + 0.5212521252125217, + 0.5220522052205219, + 0.5228522852285229, + 0.5236523652365239, + 0.524452445244525, + 0.5252525252525251, + 0.5260526052605261, + 0.5268526852685271, + 0.5276527652765282, + 0.5284528452845283, + 0.5292529252925293, + 0.5300530053005303, + 0.5308530853085314, + 0.5316531653165315, + 0.5324532453245325, + 0.5332533253325336, + 0.5340534053405346, + 0.5348534853485347, + 0.5356535653565357, + 0.5364536453645368, + 0.5372537253725378, + 0.5380538053805379, + 0.538853885388539, + 0.53965396539654, + 0.540454045404541, + 0.5412541254125411, + 0.5420542054205422, + 0.5428542854285432, + 0.5436543654365442, + 0.5444544454445444, + 0.5452545254525454, + 0.5460546054605464, + 0.5468546854685474, + 0.5476547654765476, + 0.5484548454845486, + 0.5492549254925496, + 0.5500550055005506, + 0.5508550855085508, + 0.5516551655165518, + 0.5524552455245528, + 0.553255325532553, + 0.554055405540554, + 0.554855485548555, + 0.555655565556556, + 0.5564556455645562, + 0.5572557255725572, + 0.5580558055805582, + 0.5588558855885593, + 0.5596559655965594, + 0.5604560456045604, + 0.5612561256125614, + 0.5620562056205625, + 0.5628562856285626, + 0.5636563656365636, + 0.5644564456445647, + 0.5652565256525657, + 0.5660566056605658, + 0.5668566856685668, + 0.5676567656765679, + 0.5684568456845689, + 0.569256925692569, + 0.57005700570057, + 0.5708570857085711, + 0.5716571657165721, + 0.5724572457245722, + 0.5732573257325733, + 0.5740574057405743, + 0.5748574857485753, + 0.5756575657565755, + 0.5764576457645765, + 0.5772577257725775, + 0.5780578057805785, + 0.5788578857885787, + 0.5796579657965797, + 0.5804580458045807, + 0.5812581258125817, + 0.5820582058205819, + 0.5828582858285829, + 0.5836583658365839, + 0.584458445844585, + 0.5852585258525851, + 0.5860586058605861, + 0.5868586858685871, + 0.5876587658765882, + 0.5884588458845883, + 0.5892589258925893, + 0.5900590059005903, + 0.5908590859085914, + 0.5916591659165915, + 0.5924592459245925, + 0.5932593259325936, + 0.5940594059405946, + 0.5948594859485947, + 0.5956595659565957, + 0.5964596459645968, + 0.5972597259725978, + 0.5980598059805979, + 0.598859885988599, + 0.5996599659966, + 0.600460046004601, + 0.6012601260126011, + 0.6020602060206022, + 0.6028602860286032, + 0.6036603660366042, + 0.6044604460446044, + 0.6052605260526054, + 0.6060606060606064, + 0.6068606860686074, + 0.6076607660766076, + 0.6084608460846086, + 0.6092609260926096, + 0.6100610061006106, + 0.6108610861086108, + 0.6116611661166118, + 0.6124612461246128, + 0.613261326132613, + 0.614061406140614, + 0.614861486148615, + 0.615661566156616, + 0.6164616461646162, + 0.6172617261726172, + 0.6180618061806182, + 0.6188618861886193, + 0.6196619661966194, + 0.6204620462046204, + 0.6212621262126214, + 0.6220622062206225, + 0.6228622862286226, + 0.6236623662366236, + 0.6244624462446247, + 0.6252625262526257, + 0.6260626062606258, + 0.6268626862686268, + 0.6276627662766279, + 0.6284628462846289, + 0.629262926292629, + 0.6300630063006301, + 0.6308630863086311, + 0.6316631663166321, + 0.6324632463246322, + 0.6332633263326333, + 0.6340634063406343, + 0.6348634863486353, + 0.6356635663566355, + 0.6364636463646365, + 0.6372637263726375, + 0.6380638063806385, + 0.6388638863886387, + 0.6396639663966397, + 0.6404640464046407, + 0.6412641264126417, + 0.6420642064206419, + 0.6428642864286429, + 0.6436643664366439, + 0.644464446444645, + 0.6452645264526451, + 0.6460646064606461, + 0.6468646864686471, + 0.6476647664766482, + 0.6484648464846483, + 0.6492649264926493, + 0.6500650065006504, + 0.6508650865086514, + 0.6516651665166515, + 0.6524652465246525, + 0.6532653265326536, + 0.6540654065406546, + 0.6548654865486547, + 0.6556655665566558, + 0.6564656465646568, + 0.6572657265726578, + 0.6580658065806579, + 0.658865886588659, + 0.65966596659666, + 0.660466046604661, + 0.6612661266126612, + 0.6620662066206622, + 0.6628662866286632, + 0.6636663666366642, + 0.6644664466446644, + 0.6652665266526654, + 0.6660666066606664, + 0.6668666866686674, + 0.6676667666766676, + 0.6684668466846686, + 0.6692669266926696, + 0.6700670067006707, + 0.6708670867086708, + 0.6716671667166718, + 0.6724672467246728, + 0.673267326732673, + 0.674067406740674, + 0.674867486748675, + 0.675667566756676, + 0.6764676467646762, + 0.6772677267726772, + 0.6780678067806782, + 0.6788678867886793, + 0.6796679667966794, + 0.6804680468046804, + 0.6812681268126815, + 0.6820682068206825, + 0.6828682868286826, + 0.6836683668366836, + 0.6844684468446847, + 0.6852685268526857, + 0.6860686068606858, + 0.6868686868686869, + 0.6876687668766879, + 0.6884688468846889, + 0.689268926892689, + 0.6900690069006901, + 0.6908690869086911, + 0.6916691669166921, + 0.6924692469246922, + 0.6932693269326933, + 0.6940694069406943, + 0.6948694869486953, + 0.6956695669566955, + 0.6964696469646965, + 0.6972697269726975, + 0.6980698069806985, + 0.6988698869886987, + 0.6996699669966997, + 0.7004700470047007, + 0.7012701270127017, + 0.7020702070207019, + 0.7028702870287029, + 0.7036703670367039, + 0.704470447044705, + 0.7052705270527051, + 0.7060706070607061, + 0.7068706870687071, + 0.7076707670767082, + 0.7084708470847083, + 0.7092709270927093, + 0.7100710071007104, + 0.7108710871087114, + 0.7116711671167115, + 0.7124712471247125, + 0.7132713271327136, + 0.7140714071407146, + 0.7148714871487147, + 0.7156715671567158, + 0.7164716471647168, + 0.7172717271727178, + 0.718071807180718, + 0.718871887188719, + 0.71967196719672, + 0.720472047204721, + 0.7212721272127212, + 0.7220722072207222, + 0.7228722872287232, + 0.7236723672367242, + 0.7244724472447244, + 0.7252725272527254, + 0.7260726072607264, + 0.7268726872687274, + 0.7276727672767276, + 0.7284728472847286, + 0.7292729272927296, + 0.7300730073007307, + 0.7308730873087308, + 0.7316731673167318, + 0.7324732473247328, + 0.7332733273327339, + 0.734073407340734, + 0.734873487348735, + 0.7356735673567361, + 0.7364736473647362, + 0.7372737273727372, + 0.7380738073807382, + 0.7388738873887393, + 0.7396739673967394, + 0.7404740474047404, + 0.7412741274127415, + 0.7420742074207425, + 0.7428742874287426, + 0.7436743674367436, + 0.7444744474447447, + 0.7452745274527457, + 0.7460746074607458, + 0.7468746874687469, + 0.7476747674767479, + 0.7484748474847489, + 0.749274927492749, + 0.7500750075007501, + 0.7508750875087511, + 0.7516751675167521, + 0.7524752475247523, + 0.7532753275327533, + 0.7540754075407543, + 0.7548754875487553, + 0.7556755675567555, + 0.7564756475647565, + 0.7572757275727575, + 0.7580758075807585, + 0.7588758875887587, + 0.7596759675967597, + 0.7604760476047607, + 0.7612761276127618, + 0.7620762076207619, + 0.7628762876287629, + 0.7636763676367639, + 0.764476447644765, + 0.7652765276527651, + 0.7660766076607661, + 0.7668766876687672, + 0.7676767676767682, + 0.7684768476847683, + 0.7692769276927693, + 0.7700770077007704, + 0.7708770877087714, + 0.7716771677167715, + 0.7724772477247726, + 0.7732773277327736, + 0.7740774077407746, + 0.7748774877487747, + 0.7756775677567758, + 0.7764776477647768, + 0.7772777277727778, + 0.778077807780778, + 0.778877887788779, + 0.77967796779678, + 0.780478047804781, + 0.7812781278127812, + 0.7820782078207822, + 0.7828782878287832, + 0.7836783678367842, + 0.7844784478447844, + 0.7852785278527854, + 0.7860786078607864, + 0.7868786878687875, + 0.7876787678767876, + 0.7884788478847886, + 0.7892789278927896, + 0.7900790079007907, + 0.7908790879087908, + 0.7916791679167918, + 0.7924792479247929, + 0.7932793279327939, + 0.794079407940794, + 0.794879487948795, + 0.7956795679567961, + 0.7964796479647962, + 0.7972797279727972, + 0.7980798079807983, + 0.7988798879887993, + 0.7996799679967994, + 0.8004800480048004, + 0.8012801280128015, + 0.8020802080208025, + 0.8028802880288026, + 0.8036803680368036, + 0.8044804480448047, + 0.8052805280528057, + 0.8060806080608058, + 0.8068806880688069, + 0.8076807680768079, + 0.8084808480848089, + 0.809280928092809, + 0.8100810081008101, + 0.8108810881088111, + 0.8116811681168121, + 0.8124812481248123, + 0.8132813281328133, + 0.8140814081408143, + 0.8148814881488153, + 0.8156815681568155, + 0.8164816481648165, + 0.8172817281728175, + 0.8180818081808185, + 0.8188818881888187, + 0.8196819681968197, + 0.8204820482048207, + 0.8212821282128218, + 0.8220822082208219, + 0.8228822882288229, + 0.823682368236824, + 0.824482448244825, + 0.8252825282528251, + 0.8260826082608261, + 0.8268826882688272, + 0.8276827682768282, + 0.8284828482848283, + 0.8292829282928293, + 0.8300830083008304, + 0.8308830883088314, + 0.8316831683168315, + 0.8324832483248326, + 0.8332833283328336, + 0.8340834083408346, + 0.8348834883488347, + 0.8356835683568358, + 0.8364836483648368, + 0.8372837283728378, + 0.838083808380838, + 0.838883888388839, + 0.83968396839684, + 0.840484048404841, + 0.8412841284128412, + 0.8420842084208422, + 0.8428842884288432, + 0.8436843684368442, + 0.8444844484448444, + 0.8452845284528454, + 0.8460846084608464, + 0.8468846884688475, + 0.8476847684768476, + 0.8484848484848486, + 0.8492849284928496, + 0.8500850085008507, + 0.8508850885088508, + 0.8516851685168518, + 0.8524852485248529, + 0.8532853285328539, + 0.854085408540854, + 0.854885488548855, + 0.8556855685568561, + 0.8564856485648562, + 0.8572857285728572, + 0.8580858085808583, + 0.8588858885888593, + 0.8596859685968594, + 0.8604860486048604, + 0.8612861286128615, + 0.8620862086208625, + 0.8628862886288626, + 0.8636863686368637, + 0.8644864486448647, + 0.8652865286528657, + 0.8660866086608658, + 0.8668866886688669, + 0.8676867686768679, + 0.8684868486848689, + 0.869286928692869, + 0.8700870087008701, + 0.8708870887088711, + 0.8716871687168721, + 0.8724872487248723, + 0.8732873287328733, + 0.8740874087408743, + 0.8748874887488753, + 0.8756875687568755, + 0.8764876487648765, + 0.8772877287728775, + 0.8780878087808786, + 0.8788878887888787, + 0.8796879687968797, + 0.8804880488048807, + 0.8812881288128818, + 0.8820882088208819, + 0.8828882888288829, + 0.883688368836884, + 0.884488448844885, + 0.8852885288528851, + 0.8860886088608861, + 0.8868886888688872, + 0.8876887688768882, + 0.8884888488848883, + 0.8892889288928894, + 0.8900890089008904, + 0.8908890889088914, + 0.8916891689168915, + 0.8924892489248926, + 0.8932893289328936, + 0.8940894089408946, + 0.8948894889488948, + 0.8956895689568958, + 0.8964896489648968, + 0.8972897289728978, + 0.898089808980898, + 0.898889888988899, + 0.8996899689969, + 0.900490049004901, + 0.9012901290129012, + 0.9020902090209022, + 0.9028902890289032, + 0.9036903690369043, + 0.9044904490449044, + 0.9052905290529054, + 0.9060906090609064, + 0.9068906890689075, + 0.9076907690769076, + 0.9084908490849086, + 0.9092909290929096, + 0.9100910091009107, + 0.9108910891089108, + 0.9116911691169118, + 0.9124912491249129, + 0.9132913291329139, + 0.914091409140914, + 0.914891489148915, + 0.9156915691569161, + 0.9164916491649162, + 0.9172917291729172, + 0.9180918091809183, + 0.9188918891889193, + 0.9196919691969194, + 0.9204920492049204, + 0.9212921292129215, + 0.9220922092209225, + 0.9228922892289226, + 0.9236923692369237, + 0.9244924492449247, + 0.9252925292529257, + 0.9260926092609258, + 0.9268926892689269, + 0.9276927692769279, + 0.9284928492849289, + 0.9292929292929291, + 0.9300930093009301, + 0.9308930893089311, + 0.9316931693169321, + 0.9324932493249323, + 0.9332933293329333, + 0.9340934093409343, + 0.9348934893489353, + 0.9356935693569355, + 0.9364936493649365, + 0.9372937293729375, + 0.9380938093809386, + 0.9388938893889387, + 0.9396939693969397, + 0.9404940494049407, + 0.9412941294129418, + 0.9420942094209419, + 0.9428942894289429, + 0.943694369436944, + 0.944494449444945, + 0.9452945294529451, + 0.9460946094609461, + 0.9468946894689472, + 0.9476947694769482, + 0.9484948494849483, + 0.9492949294929494, + 0.9500950095009504, + 0.9508950895089514, + 0.9516951695169515, + 0.9524952495249526, + 0.9532953295329536, + 0.9540954095409546, + 0.9548954895489548, + 0.9556955695569558, + 0.9564956495649568, + 0.9572957295729578, + 0.958095809580958, + 0.958895889588959, + 0.95969596959696, + 0.960496049604961, + 0.9612961296129612, + 0.9620962096209622, + 0.9628962896289632, + 0.9636963696369643, + 0.9644964496449644, + 0.9652965296529654, + 0.9660966096609664, + 0.9668966896689675, + 0.9676967696769676, + 0.9684968496849686, + 0.9692969296929697, + 0.9700970097009707, + 0.9708970897089708, + 0.9716971697169718, + 0.9724972497249729, + 0.9732973297329739, + 0.974097409740974, + 0.974897489748975, + 0.9756975697569761, + 0.9764976497649762, + 0.9772977297729772, + 0.9780978097809783, + 0.9788978897889793, + 0.9796979697969794, + 0.9804980498049805, + 0.9812981298129815, + 0.9820982098209825, + 0.9828982898289826, + 0.9836983698369837, + 0.9844984498449847, + 0.9852985298529857, + 0.9860986098609859, + 0.9868986898689869, + 0.9876987698769879, + 0.9884988498849889, + 0.9892989298929891, + 0.9900990099009901, + 0.9908990899089911, + 0.9916991699169921, + 0.9924992499249923, + 0.9932993299329933, + 0.9940994099409943, + 0.9948994899489954, + 0.9956995699569955, + 0.9964996499649965, + 0.9972997299729975, + 0.9980998099809986, + 0.9988998899889987, + 0.9996999699969997, + 1.0005000500050008, + 1.0013001300130018, + 1.002100210021002, + 1.002900290029003, + 1.003700370037004, + 1.004500450045005, + 1.0053005300530051, + 1.0061006100610062, + 1.0069006900690072, + 1.0077007700770082, + 1.0085008500850083, + 1.0093009300930094, + 1.0101010101010104, + 1.0109010901090114, + 1.0117011701170116, + 1.0125012501250126, + 1.0133013301330136, + 1.0141014101410146, + 1.0149014901490148, + 1.0157015701570158, + 1.0165016501650168, + 1.0173017301730178, + 1.018101810181018, + 1.018901890189019, + 1.01970197019702, + 1.020502050205021, + 1.0213021302130212, + 1.0221022102210222, + 1.0229022902290232, + 1.0237023702370243, + 1.0245024502450244, + 1.0253025302530254, + 1.0261026102610264, + 1.0269026902690275, + 1.0277027702770276, + 1.0285028502850286, + 1.0293029302930297, + 1.0301030103010307, + 1.0309030903090308, + 1.0317031703170318, + 1.0325032503250329, + 1.033303330333034, + 1.034103410341034, + 1.034903490349035, + 1.035703570357036, + 1.036503650365037, + 1.0373037303730372, + 1.0381038103810383, + 1.0389038903890393, + 1.0397039703970394, + 1.0405040504050405, + 1.0413041304130415, + 1.0421042104210425, + 1.0429042904290426, + 1.0437043704370437, + 1.0445044504450447, + 1.0453045304530457, + 1.0461046104610459, + 1.0469046904690469, + 1.047704770477048, + 1.048504850485049, + 1.049304930493049, + 1.05010501050105, + 1.0509050905090511, + 1.0517051705170521, + 1.0525052505250523, + 1.0533053305330533, + 1.0541054105410543, + 1.0549054905490554, + 1.0557055705570555, + 1.0565056505650565, + 1.0573057305730575, + 1.0581058105810586, + 1.0589058905890587, + 1.0597059705970597, + 1.0605060506050608, + 1.0613061306130618, + 1.062106210621062, + 1.062906290629063, + 1.063706370637064, + 1.064506450645065, + 1.0653065306530651, + 1.0661066106610662, + 1.0669066906690672, + 1.0677067706770682, + 1.0685068506850683, + 1.0693069306930694, + 1.0701070107010704, + 1.0709070907090714, + 1.0717071707170716, + 1.0725072507250726, + 1.0733073307330736, + 1.0741074107410746, + 1.0749074907490748, + 1.0757075707570758, + 1.0765076507650768, + 1.0773077307730778, + 1.078107810781078, + 1.078907890789079, + 1.07970797079708, + 1.080508050805081, + 1.0813081308130812, + 1.0821082108210822, + 1.0829082908290832, + 1.0837083708370843, + 1.0845084508450844, + 1.0853085308530854, + 1.0861086108610865, + 1.0869086908690875, + 1.0877087708770876, + 1.0885088508850886, + 1.0893089308930897, + 1.0901090109010907, + 1.0909090909090908, + 1.0917091709170919, + 1.0925092509250929, + 1.093309330933094, + 1.094109410941094, + 1.094909490949095, + 1.095709570957096, + 1.0965096509650971, + 1.0973097309730973, + 1.0981098109810983, + 1.0989098909890993, + 1.0997099709970994, + 1.1005100510051005, + 1.1013101310131015, + 1.1021102110211025, + 1.1029102910291027, + 1.1037103710371037, + 1.1045104510451047, + 1.1053105310531057, + 1.1061106110611059, + 1.106910691069107, + 1.107710771077108, + 1.108510851085109, + 1.109310931093109, + 1.11011101110111, + 1.1109110911091111, + 1.1117111711171122, + 1.1125112511251123, + 1.1133113311331133, + 1.1141114111411143, + 1.1149114911491154, + 1.1157115711571155, + 1.1165116511651165, + 1.1173117311731176, + 1.1181118111811186, + 1.1189118911891187, + 1.1197119711971197, + 1.1205120512051208, + 1.1213121312131218, + 1.122112211221122, + 1.122912291229123, + 1.123712371237124, + 1.124512451245125, + 1.1253125312531251, + 1.1261126112611262, + 1.1269126912691272, + 1.1277127712771282, + 1.1285128512851283, + 1.1293129312931294, + 1.1301130113011304, + 1.1309130913091314, + 1.1317131713171316, + 1.1325132513251326, + 1.1333133313331336, + 1.1341134113411346, + 1.1349134913491348, + 1.1357135713571358, + 1.1365136513651368, + 1.1373137313731378, + 1.138113811381138, + 1.138913891389139, + 1.13971397139714, + 1.140514051405141, + 1.1413141314131412, + 1.1421142114211422, + 1.1429142914291432, + 1.1437143714371443, + 1.1445144514451444, + 1.1453145314531454, + 1.1461146114611465, + 1.1469146914691475, + 1.1477147714771476, + 1.1485148514851486, + 1.1493149314931497, + 1.1501150115011507, + 1.1509150915091508, + 1.1517151715171519, + 1.1525152515251529, + 1.153315331533154, + 1.154115411541154, + 1.154915491549155, + 1.155715571557156, + 1.1565156515651571, + 1.1573157315731573, + 1.1581158115811583, + 1.1589158915891593, + 1.1597159715971594, + 1.1605160516051605, + 1.1613161316131615, + 1.1621162116211625, + 1.1629162916291627, + 1.1637163716371637, + 1.1645164516451647, + 1.1653165316531657, + 1.1661166116611659, + 1.166916691669167, + 1.167716771677168, + 1.168516851685169, + 1.169316931693169, + 1.17011701170117, + 1.1709170917091711, + 1.1717171717171722, + 1.1725172517251723, + 1.1733173317331733, + 1.1741174117411743, + 1.1749174917491754, + 1.1757175717571755, + 1.1765176517651765, + 1.1773177317731776, + 1.1781178117811786, + 1.1789178917891787, + 1.1797179717971797, + 1.1805180518051808, + 1.1813181318131818, + 1.182118211821182, + 1.182918291829183, + 1.183718371837184, + 1.184518451845185, + 1.1853185318531851, + 1.1861186118611862, + 1.1869186918691872, + 1.1877187718771882, + 1.1885188518851884, + 1.1893189318931894, + 1.1901190119011904, + 1.1909190919091914, + 1.1917191719171916, + 1.1925192519251926, + 1.1933193319331936, + 1.1941194119411946, + 1.1949194919491948, + 1.1957195719571958, + 1.1965196519651968, + 1.1973197319731979, + 1.198119811981198, + 1.198919891989199, + 1.1997199719972, + 1.200520052005201, + 1.2013201320132012, + 1.2021202120212022, + 1.2029202920292033, + 1.2037203720372043, + 1.2045204520452044, + 1.2053205320532054, + 1.2061206120612065, + 1.2069206920692075, + 1.2077207720772076, + 1.2085208520852087, + 1.2093209320932097, + 1.2101210121012107, + 1.2109210921092108, + 1.2117211721172119, + 1.212521252125213, + 1.213321332133214, + 1.214121412141214, + 1.214921492149215, + 1.215721572157216, + 1.2165216521652171, + 1.2173217321732173, + 1.2181218121812183, + 1.2189218921892193, + 1.2197219721972195, + 1.2205220522052205, + 1.2213221322132215, + 1.2221222122212225, + 1.2229222922292227, + 1.2237223722372237, + 1.2245224522452247, + 1.2253225322532257, + 1.2261226122612259, + 1.226922692269227, + 1.227722772277228, + 1.228522852285229, + 1.229322932293229, + 1.2301230123012301, + 1.2309230923092311, + 1.2317231723172322, + 1.2325232523252323, + 1.2333233323332333, + 1.2341234123412343, + 1.2349234923492354, + 1.2357235723572355, + 1.2365236523652365, + 1.2373237323732376, + 1.2381238123812386, + 1.2389238923892387, + 1.2397239723972397, + 1.2405240524052408, + 1.2413241324132418, + 1.242124212421242, + 1.242924292429243, + 1.243724372437244, + 1.244524452445245, + 1.2453245324532451, + 1.2461246124612462, + 1.2469246924692472, + 1.2477247724772482, + 1.2485248524852484, + 1.2493249324932494, + 1.2501250125012504, + 1.2509250925092514, + 1.2517251725172516, + 1.2525252525252526, + 1.2533253325332536, + 1.2541254125412546, + 1.2549254925492548, + 1.2557255725572558, + 1.2565256525652568, + 1.2573257325732579, + 1.258125812581258, + 1.258925892589259, + 1.25972597259726, + 1.260526052605261, + 1.2613261326132612, + 1.2621262126212622, + 1.2629262926292633, + 1.2637263726372643, + 1.2645264526452644, + 1.2653265326532654, + 1.2661266126612665, + 1.2669266926692675, + 1.2677267726772676, + 1.2685268526852687, + 1.2693269326932697, + 1.2701270127012707, + 1.2709270927092708, + 1.2717271727172719, + 1.272527252725273, + 1.273327332733274, + 1.274127412741274, + 1.274927492749275, + 1.275727572757276, + 1.2765276527652771, + 1.2773277327732773, + 1.2781278127812783, + 1.2789278927892793, + 1.2797279727972803, + 1.2805280528052805, + 1.2813281328132815, + 1.2821282128212825, + 1.2829282928292827, + 1.2837283728372837, + 1.2845284528452847, + 1.2853285328532857, + 1.2861286128612859, + 1.286928692869287, + 1.287728772877288, + 1.288528852885289, + 1.289328932893289, + 1.2901290129012901, + 1.2909290929092911, + 1.2917291729172922, + 1.2925292529252923, + 1.2933293329332933, + 1.2941294129412944, + 1.2949294929492954, + 1.2957295729572955, + 1.2965296529652965, + 1.2973297329732976, + 1.2981298129812986, + 1.2989298929892987, + 1.2997299729972998, + 1.3005300530053008, + 1.3013301330133018, + 1.302130213021302, + 1.302930293029303, + 1.303730373037304, + 1.304530453045305, + 1.3053305330533052, + 1.3061306130613062, + 1.3069306930693072, + 1.3077307730773082, + 1.3085308530853084, + 1.3093309330933094, + 1.3101310131013104, + 1.3109310931093114, + 1.3117311731173116, + 1.3125312531253126, + 1.3133313331333136, + 1.3141314131413147, + 1.3149314931493148, + 1.3157315731573158, + 1.3165316531653168, + 1.3173317331733179, + 1.318131813181318, + 1.318931893189319, + 1.31973197319732, + 1.320532053205321, + 1.3213321332133212, + 1.3221322132213222, + 1.3229322932293233, + 1.3237323732373243, + 1.3245324532453244, + 1.3253325332533255, + 1.3261326132613265, + 1.3269326932693275, + 1.3277327732773276, + 1.3285328532853287, + 1.3293329332933297, + 1.3301330133013307, + 1.3309330933093309, + 1.3317331733173319, + 1.332533253325333, + 1.333333333333334, + 1.334133413341334, + 1.334933493349335, + 1.3357335733573361, + 1.3365336533653371, + 1.3373337333733373, + 1.3381338133813383, + 1.3389338933893393, + 1.3397339733973403, + 1.3405340534053405, + 1.3413341334133415, + 1.3421342134213425, + 1.3429342934293427, + 1.3437343734373437, + 1.3445344534453447, + 1.3453345334533457, + 1.3461346134613459, + 1.346934693469347, + 1.347734773477348, + 1.348534853485349, + 1.349334933493349, + 1.3501350135013501, + 1.3509350935093511, + 1.3517351735173522, + 1.3525352535253523, + 1.3533353335333533, + 1.3541354135413544, + 1.3549354935493554, + 1.3557355735573555, + 1.3565356535653565, + 1.3573357335733576, + 1.3581358135813586, + 1.3589358935893587, + 1.3597359735973598, + 1.3605360536053608, + 1.3613361336133618, + 1.362136213621362, + 1.362936293629363, + 1.363736373637364, + 1.364536453645365, + 1.3653365336533652, + 1.3661366136613662, + 1.3669366936693672, + 1.3677367736773682, + 1.3685368536853684, + 1.3693369336933694, + 1.3701370137013704, + 1.3709370937093714, + 1.3717371737173716, + 1.3725372537253726, + 1.3733373337333736, + 1.3741374137413747, + 1.3749374937493748, + 1.3757375737573758, + 1.3765376537653768, + 1.3773377337733779, + 1.378137813781378, + 1.378937893789379, + 1.37973797379738, + 1.380538053805381, + 1.3813381338133812, + 1.3821382138213822, + 1.3829382938293833, + 1.3837383738373843, + 1.3845384538453844, + 1.3853385338533855, + 1.3861386138613865, + 1.3869386938693875, + 1.3877387738773876, + 1.3885388538853887, + 1.3893389338933897, + 1.3901390139013907, + 1.3909390939093909, + 1.3917391739173919, + 1.392539253925393, + 1.393339333933394, + 1.394139413941394, + 1.394939493949395, + 1.3957395739573961, + 1.3965396539653971, + 1.3973397339733973, + 1.3981398139813983, + 1.3989398939893993, + 1.3997399739974004, + 1.4005400540054005, + 1.4013401340134015, + 1.4021402140214025, + 1.4029402940294027, + 1.4037403740374037, + 1.4045404540454047, + 1.4053405340534058, + 1.406140614061406, + 1.406940694069407, + 1.407740774077408, + 1.408540854085409, + 1.409340934093409, + 1.4101410141014101, + 1.4109410941094112, + 1.4117411741174122, + 1.4125412541254123, + 1.4133413341334133, + 1.4141414141414144, + 1.4149414941494154, + 1.4157415741574155, + 1.4165416541654166, + 1.4173417341734176, + 1.4181418141814186, + 1.4189418941894187, + 1.4197419741974198, + 1.4205420542054208, + 1.4213421342134218, + 1.422142214221422, + 1.422942294229423, + 1.423742374237424, + 1.424542454245425, + 1.4253425342534252, + 1.4261426142614262, + 1.4269426942694272, + 1.4277427742774282, + 1.4285428542854284, + 1.4293429342934294, + 1.4301430143014304, + 1.4309430943094315, + 1.4317431743174316, + 1.4325432543254326, + 1.4333433343334336, + 1.4341434143414347, + 1.4349434943494348, + 1.4357435743574358, + 1.4365436543654369, + 1.4373437343734379, + 1.438143814381438, + 1.438943894389439, + 1.43974397439744, + 1.440544054405441, + 1.4413441344134412, + 1.4421442144214422, + 1.4429442944294433, + 1.4437443744374443, + 1.4445444544454444, + 1.4453445344534455, + 1.4461446144614465, + 1.4469446944694475, + 1.4477447744774476, + 1.4485448544854487, + 1.4493449344934497, + 1.4501450145014507, + 1.4509450945094509, + 1.4517451745174519, + 1.452545254525453, + 1.453345334533454, + 1.454145414541454, + 1.454945494549455, + 1.4557455745574561, + 1.4565456545654571, + 1.4573457345734573, + 1.4581458145814583, + 1.4589458945894593, + 1.4597459745974604, + 1.4605460546054605, + 1.4613461346134615, + 1.4621462146214625, + 1.4629462946294627, + 1.4637463746374637, + 1.4645464546454647, + 1.4653465346534658, + 1.466146614661466, + 1.466946694669467, + 1.467746774677468, + 1.468546854685469, + 1.469346934693469, + 1.4701470147014701, + 1.4709470947094712, + 1.4717471747174722, + 1.4725472547254723, + 1.4733473347334733, + 1.4741474147414744, + 1.4749474947494754, + 1.4757475747574755, + 1.4765476547654766, + 1.4773477347734776, + 1.4781478147814786, + 1.4789478947894787, + 1.4797479747974798, + 1.4805480548054808, + 1.4813481348134818, + 1.482148214821482, + 1.482948294829483, + 1.483748374837484, + 1.484548454845485, + 1.4853485348534852, + 1.4861486148614862, + 1.4869486948694872, + 1.4877487748774882, + 1.4885488548854884, + 1.4893489348934894, + 1.4901490149014904, + 1.4909490949094915, + 1.4917491749174916, + 1.4925492549254926, + 1.4933493349334936, + 1.4941494149414947, + 1.4949494949494948, + 1.4957495749574958, + 1.4965496549654969, + 1.4973497349734979, + 1.498149814981498, + 1.498949894989499, + 1.4997499749975, + 1.500550055005501, + 1.5013501350135012, + 1.5021502150215023, + 1.5029502950295033, + 1.5037503750375043, + 1.5045504550455044, + 1.5053505350535055, + 1.5061506150615065, + 1.5069506950695075, + 1.5077507750775077, + 1.5085508550855087, + 1.5093509350935097, + 1.5101510151015107, + 1.5109510951095109, + 1.511751175117512, + 1.512551255125513, + 1.513351335133514, + 1.514151415141514, + 1.514951495149515, + 1.5157515751575161, + 1.5165516551655172, + 1.5173517351735173, + 1.5181518151815183, + 1.5189518951895193, + 1.5197519751975204, + 1.5205520552055205, + 1.5213521352135215, + 1.5221522152215226, + 1.5229522952295227, + 1.5237523752375237, + 1.5245524552455247, + 1.5253525352535258, + 1.526152615261526, + 1.526952695269527, + 1.527752775277528, + 1.528552855285529, + 1.5293529352935291, + 1.5301530153015301, + 1.5309530953095312, + 1.5317531753175322, + 1.5325532553255323, + 1.5333533353335334, + 1.5341534153415344, + 1.5349534953495354, + 1.5357535753575355, + 1.5365536553655366, + 1.5373537353735376, + 1.5381538153815386, + 1.5389538953895388, + 1.5397539753975398, + 1.5405540554055408, + 1.5413541354135418, + 1.542154215421542, + 1.542954295429543, + 1.543754375437544, + 1.544554455445545, + 1.5453545354535452, + 1.5461546154615462, + 1.5469546954695472, + 1.5477547754775483, + 1.5485548554855484, + 1.5493549354935494, + 1.5501550155015504, + 1.5509550955095515, + 1.5517551755175516, + 1.5525552555255526, + 1.5533553355335536, + 1.5541554155415547, + 1.5549554955495548, + 1.5557555755575558, + 1.5565556555655569, + 1.5573557355735579, + 1.558155815581558, + 1.558955895589559, + 1.55975597559756, + 1.560556055605561, + 1.5613561356135612, + 1.5621562156215623, + 1.5629562956295633, + 1.5637563756375643, + 1.5645564556455644, + 1.5653565356535655, + 1.5661566156615665, + 1.5669566956695675, + 1.5677567756775677, + 1.5685568556855687, + 1.5693569356935697, + 1.5701570157015707, + 1.5709570957095709, + 1.571757175717572, + 1.572557255725573, + 1.573357335733574, + 1.574157415741574, + 1.574957495749575, + 1.5757575757575761, + 1.5765576557655772, + 1.5773577357735773, + 1.5781578157815783, + 1.5789578957895793, + 1.5797579757975804, + 1.5805580558055805, + 1.5813581358135815, + 1.5821582158215826, + 1.5829582958295836, + 1.5837583758375837, + 1.5845584558455847, + 1.5853585358535858, + 1.586158615861586, + 1.586958695869587, + 1.587758775877588, + 1.588558855885589, + 1.5893589358935891, + 1.5901590159015901, + 1.5909590959095912, + 1.5917591759175922, + 1.5925592559255923, + 1.5933593359335934, + 1.5941594159415944, + 1.5949594959495954, + 1.5957595759575955, + 1.5965596559655966, + 1.5973597359735976, + 1.5981598159815986, + 1.5989598959895988, + 1.5997599759975998, + 1.6005600560056008, + 1.6013601360136018, + 1.602160216021602, + 1.602960296029603, + 1.603760376037604, + 1.604560456045605, + 1.6053605360536052, + 1.6061606160616062, + 1.6069606960696072, + 1.6077607760776083, + 1.6085608560856084, + 1.6093609360936094, + 1.6101610161016104, + 1.6109610961096115, + 1.6117611761176116, + 1.6125612561256126, + 1.6133613361336137, + 1.6141614161416147, + 1.6149614961496148, + 1.6157615761576158, + 1.6165616561656169, + 1.617361736173618, + 1.618161816181618, + 1.618961896189619, + 1.61976197619762, + 1.620562056205621, + 1.6213621362136212, + 1.6221622162216223, + 1.6229622962296233, + 1.6237623762376243, + 1.6245624562456245, + 1.6253625362536255, + 1.6261626162616265, + 1.6269626962696275, + 1.6277627762776277, + 1.6285628562856287, + 1.6293629362936297, + 1.6301630163016307, + 1.6309630963096309, + 1.631763176317632, + 1.632563256325633, + 1.633363336333634, + 1.634163416341634, + 1.6349634963496351, + 1.6357635763576361, + 1.6365636563656372, + 1.6373637363736373, + 1.6381638163816383, + 1.6389638963896394, + 1.6397639763976404, + 1.6405640564056405, + 1.6413641364136415, + 1.6421642164216426, + 1.6429642964296436, + 1.6437643764376437, + 1.6445644564456448, + 1.6453645364536458, + 1.646164616461646, + 1.646964696469647, + 1.647764776477648, + 1.648564856485649, + 1.6493649364936491, + 1.6501650165016502, + 1.6509650965096512, + 1.6517651765176522, + 1.6525652565256523, + 1.6533653365336534, + 1.6541654165416544, + 1.6549654965496554, + 1.6557655765576555, + 1.6565656565656566, + 1.6573657365736576, + 1.6581658165816586, + 1.6589658965896588, + 1.6597659765976598, + 1.6605660566056608, + 1.6613661366136618, + 1.662166216621662, + 1.662966296629663, + 1.663766376637664, + 1.664566456645665, + 1.6653665366536652, + 1.6661666166616662, + 1.6669666966696672, + 1.6677667766776683, + 1.6685668566856684, + 1.6693669366936694, + 1.6701670167016704, + 1.6709670967096715, + 1.6717671767176716, + 1.6725672567256726, + 1.6733673367336737, + 1.6741674167416747, + 1.6749674967496748, + 1.6757675767576758, + 1.6765676567656769, + 1.677367736773678, + 1.678167816781678, + 1.678967896789679, + 1.67976797679768, + 1.680568056805681, + 1.6813681368136812, + 1.6821682168216823, + 1.6829682968296833, + 1.6837683768376843, + 1.6845684568456845, + 1.6853685368536855, + 1.6861686168616865, + 1.6869686968696875, + 1.6877687768776877, + 1.6885688568856887, + 1.6893689368936897, + 1.6901690169016907, + 1.6909690969096909, + 1.691769176917692, + 1.692569256925693, + 1.693369336933694, + 1.694169416941694, + 1.6949694969496951, + 1.6957695769576961, + 1.6965696569656972, + 1.6973697369736973, + 1.6981698169816983, + 1.6989698969896994, + 1.6997699769977004, + 1.7005700570057005, + 1.7013701370137015, + 1.7021702170217026, + 1.7029702970297036, + 1.7037703770377037, + 1.7045704570457048, + 1.7053705370537058, + 1.706170617061706, + 1.706970697069707, + 1.707770777077708, + 1.708570857085709, + 1.7093709370937091, + 1.7101710171017102, + 1.7109710971097112, + 1.7117711771177122, + 1.7125712571257123, + 1.7133713371337134, + 1.7141714171417144, + 1.7149714971497154, + 1.7157715771577156, + 1.7165716571657166, + 1.7173717371737176, + 1.7181718171817186, + 1.7189718971897188, + 1.7197719771977198, + 1.7205720572057208, + 1.7213721372137218, + 1.722172217221722, + 1.722972297229723, + 1.723772377237724, + 1.724572457245725, + 1.7253725372537252, + 1.7261726172617262, + 1.7269726972697272, + 1.7277727772777283, + 1.7285728572857284, + 1.7293729372937294, + 1.7301730173017305, + 1.7309730973097315, + 1.7317731773177316, + 1.7325732573257326, + 1.7333733373337337, + 1.7341734173417347, + 1.7349734973497348, + 1.7357735773577359, + 1.7365736573657369, + 1.737373737373738, + 1.738173817381738, + 1.738973897389739, + 1.73977397739774, + 1.7405740574057411, + 1.7413741374137413, + 1.7421742174217423, + 1.7429742974297433, + 1.7437743774377443, + 1.7445744574457445, + 1.7453745374537455, + 1.7461746174617465, + 1.7469746974697475, + 1.7477747774777477, + 1.7485748574857487, + 1.7493749374937497, + 1.7501750175017508, + 1.7509750975097509, + 1.751775177517752, + 1.752575257525753, + 1.753375337533754, + 1.754175417541754, + 1.7549754975497551, + 1.7557755775577562, + 1.7565756575657572, + 1.7573757375737573, + 1.7581758175817583, + 1.7589758975897594, + 1.7597759775977604, + 1.7605760576057605, + 1.7613761376137615, + 1.7621762176217626, + 1.7629762976297636, + 1.7637763776377637, + 1.7645764576457648, + 1.7653765376537658, + 1.766176617661766, + 1.766976697669767, + 1.767776777677768, + 1.768576857685769, + 1.7693769376937691, + 1.7701770177017702, + 1.7709770977097712, + 1.7717771777177722, + 1.7725772577257723, + 1.7733773377337734, + 1.7741774177417744, + 1.7749774977497754, + 1.7757775777577756, + 1.7765776577657766, + 1.7773777377737776, + 1.7781778177817786, + 1.7789778977897788, + 1.7797779777977798, + 1.7805780578057808, + 1.7813781378137818, + 1.782178217821782, + 1.782978297829783, + 1.783778377837784, + 1.784578457845785, + 1.7853785378537852, + 1.7861786178617862, + 1.7869786978697872, + 1.7877787778777883, + 1.7885788578857884, + 1.7893789378937894, + 1.7901790179017905, + 1.7909790979097915, + 1.7917791779177916, + 1.7925792579257926, + 1.7933793379337937, + 1.7941794179417947, + 1.7949794979497948, + 1.7957795779577959, + 1.7965796579657969, + 1.797379737973798, + 1.798179817981798, + 1.798979897989799, + 1.7997799779978, + 1.8005800580058011, + 1.8013801380138013, + 1.8021802180218023, + 1.8029802980298033, + 1.8037803780378043, + 1.8045804580458045, + 1.8053805380538055, + 1.8061806180618065, + 1.8069806980698075, + 1.8077807780778077, + 1.8085808580858087, + 1.8093809380938097, + 1.8101810181018108, + 1.810981098109811, + 1.811781178117812, + 1.812581258125813, + 1.813381338133814, + 1.814181418141814, + 1.8149814981498151, + 1.8157815781578162, + 1.8165816581658172, + 1.8173817381738173, + 1.8181818181818183, + 1.8189818981898194, + 1.8197819781978204, + 1.8205820582058205, + 1.8213821382138216, + 1.8221822182218226, + 1.8229822982298236, + 1.8237823782378237, + 1.8245824582458248, + 1.8253825382538258, + 1.826182618261826, + 1.826982698269827, + 1.827782778277828, + 1.828582858285829, + 1.8293829382938291, + 1.8301830183018302, + 1.8309830983098312, + 1.8317831783178322, + 1.8325832583258324, + 1.8333833383338334, + 1.8341834183418344, + 1.8349834983498354, + 1.8357835783578356, + 1.8365836583658366, + 1.8373837383738376, + 1.8381838183818386, + 1.8389838983898388, + 1.8397839783978398, + 1.8405840584058408, + 1.8413841384138419, + 1.842184218421842, + 1.842984298429843, + 1.843784378437844, + 1.844584458445845, + 1.8453845384538452, + 1.8461846184618462, + 1.8469846984698473, + 1.8477847784778483, + 1.8485848584858484, + 1.8493849384938494, + 1.8501850185018505, + 1.8509850985098515, + 1.8517851785178516, + 1.8525852585258527, + 1.8533853385338537, + 1.8541854185418547, + 1.8549854985498548, + 1.8557855785578559, + 1.8565856585658569, + 1.857385738573858, + 1.858185818581858, + 1.858985898589859, + 1.85978597859786, + 1.8605860586058611, + 1.8613861386138613, + 1.8621862186218623, + 1.8629862986298633, + 1.8637863786378643, + 1.8645864586458645, + 1.8653865386538655, + 1.8661866186618665, + 1.8669866986698676, + 1.8677867786778677, + 1.8685868586858687, + 1.8693869386938697, + 1.8701870187018708, + 1.870987098709871, + 1.871787178717872, + 1.872587258725873, + 1.873387338733874, + 1.8741874187418741, + 1.8749874987498751, + 1.8757875787578762, + 1.8765876587658772, + 1.8773877387738773, + 1.8781878187818783, + 1.8789878987898794, + 1.8797879787978804, + 1.8805880588058805, + 1.8813881388138816, + 1.8821882188218826, + 1.8829882988298836, + 1.8837883788378837, + 1.8845884588458848, + 1.8853885388538858, + 1.8861886188618868, + 1.886988698869887, + 1.887788778877888, + 1.888588858885889, + 1.8893889388938891, + 1.8901890189018902, + 1.8909890989098912, + 1.8917891789178922, + 1.8925892589258924, + 1.8933893389338934, + 1.8941894189418944, + 1.8949894989498954, + 1.8957895789578956, + 1.8965896589658966, + 1.8973897389738976, + 1.8981898189818986, + 1.8989898989898988, + 1.8997899789978998, + 1.9005900590059008, + 1.9013901390139019, + 1.902190219021902, + 1.902990299029903, + 1.903790379037904, + 1.904590459045905, + 1.9053905390539052, + 1.9061906190619062, + 1.9069906990699073, + 1.9077907790779083, + 1.9085908590859084, + 1.9093909390939094, + 1.9101910191019105, + 1.9109910991099115, + 1.9117911791179116, + 1.9125912591259127, + 1.9133913391339137, + 1.9141914191419147, + 1.9149914991499148, + 1.9157915791579159, + 1.916591659165917, + 1.917391739173918, + 1.918191819181918, + 1.918991899189919, + 1.91979197919792, + 1.9205920592059211, + 1.9213921392139213, + 1.9221922192219223, + 1.9229922992299233, + 1.9237923792379243, + 1.9245924592459245, + 1.9253925392539255, + 1.9261926192619265, + 1.9269926992699276, + 1.9277927792779277, + 1.9285928592859287, + 1.9293929392939297, + 1.9301930193019308, + 1.930993099309931, + 1.931793179317932, + 1.932593259325933, + 1.933393339333934, + 1.9341934193419341, + 1.9349934993499351, + 1.9357935793579362, + 1.9365936593659372, + 1.9373937393739373, + 1.9381938193819384, + 1.9389938993899394, + 1.9397939793979404, + 1.9405940594059405, + 1.9413941394139416, + 1.9421942194219426, + 1.9429942994299436, + 1.9437943794379438, + 1.9445944594459448, + 1.9453945394539458, + 1.9461946194619468, + 1.946994699469947, + 1.947794779477948, + 1.948594859485949, + 1.9493949394939492, + 1.9501950195019502, + 1.9509950995099512, + 1.9517951795179522, + 1.9525952595259524, + 1.9533953395339534, + 1.9541954195419544, + 1.9549954995499554, + 1.9557955795579556, + 1.9565956595659566, + 1.9573957395739576, + 1.9581958195819587, + 1.9589958995899588, + 1.9597959795979598, + 1.9605960596059608, + 1.9613961396139619, + 1.962196219621962, + 1.962996299629963, + 1.963796379637964, + 1.964596459645965, + 1.9653965396539652, + 1.9661966196619662, + 1.9669966996699673, + 1.9677967796779683, + 1.9685968596859684, + 1.9693969396939695, + 1.9701970197019705, + 1.9709970997099715, + 1.9717971797179716, + 1.9725972597259727, + 1.9733973397339737, + 1.9741974197419747, + 1.9749974997499748, + 1.9757975797579759, + 1.976597659765977, + 1.977397739773978, + 1.978197819781978, + 1.978997899789979, + 1.9797979797979801, + 1.9805980598059811, + 1.9813981398139813, + 1.9821982198219823, + 1.9829982998299833, + 1.9837983798379843, + 1.9845984598459845, + 1.9853985398539855, + 1.9861986198619865, + 1.9869986998699876, + 1.9877987798779877, + 1.9885988598859887, + 1.9893989398939897, + 1.9901990199019908, + 1.990999099909991, + 1.991799179917992, + 1.992599259925993, + 1.993399339933994, + 1.9941994199419941, + 1.9949994999499951, + 1.9957995799579962, + 1.9965996599659972, + 1.9973997399739973, + 1.9981998199819984, + 1.9989998999899994, + 1.9997999799980004, + 2.0006000600060005, + 2.0014001400140016, + 2.0022002200220026, + 2.0030003000300036, + 2.0038003800380038, + 2.004600460046005, + 2.005400540054006, + 2.006200620062007, + 2.007000700070007, + 2.007800780078008, + 2.008600860086009, + 2.009400940094009, + 2.01020102010201, + 2.011001100110011, + 2.0118011801180122, + 2.0126012601260124, + 2.0134013401340134, + 2.0142014201420144, + 2.0150015001500154, + 2.0158015801580156, + 2.0166016601660166, + 2.0174017401740176, + 2.0182018201820187, + 2.019001900190019, + 2.01980198019802, + 2.020602060206021, + 2.021402140214022, + 2.022202220222022, + 2.023002300230023, + 2.023802380238024, + 2.024602460246025, + 2.025402540254025, + 2.0262026202620262, + 2.0270027002700273, + 2.0278027802780283, + 2.0286028602860284, + 2.0294029402940295, + 2.0302030203020305, + 2.0310031003100315, + 2.0318031803180316, + 2.0326032603260327, + 2.0334033403340337, + 2.0342034203420347, + 2.035003500350035, + 2.035803580358036, + 2.036603660366037, + 2.037403740374038, + 2.038203820382038, + 2.039003900390039, + 2.03980398039804, + 2.040604060406041, + 2.0414041404140413, + 2.0422042204220423, + 2.0430043004300433, + 2.0438043804380444, + 2.0446044604460445, + 2.0454045404540455, + 2.0462046204620465, + 2.0470047004700476, + 2.0478047804780477, + 2.0486048604860487, + 2.0494049404940498, + 2.050205020502051, + 2.051005100510051, + 2.051805180518052, + 2.052605260526053, + 2.053405340534054, + 2.054205420542054, + 2.055005500550055, + 2.055805580558056, + 2.056605660566057, + 2.0574057405740573, + 2.0582058205820584, + 2.0590059005900594, + 2.0598059805980604, + 2.0606060606060606, + 2.0614061406140616, + 2.0622062206220626, + 2.0630063006300636, + 2.0638063806380638, + 2.064606460646065, + 2.065406540654066, + 2.066206620662067, + 2.067006700670067, + 2.067806780678068, + 2.068606860686069, + 2.069406940694069, + 2.07020702070207, + 2.071007100710071, + 2.0718071807180722, + 2.0726072607260724, + 2.0734073407340734, + 2.0742074207420744, + 2.0750075007500755, + 2.0758075807580756, + 2.0766076607660766, + 2.0774077407740776, + 2.0782078207820787, + 2.079007900790079, + 2.07980798079808, + 2.080608060806081, + 2.081408140814082, + 2.082208220822082, + 2.083008300830083, + 2.083808380838084, + 2.084608460846085, + 2.0854085408540852, + 2.0862086208620862, + 2.0870087008700873, + 2.0878087808780883, + 2.0886088608860884, + 2.0894089408940895, + 2.0902090209020905, + 2.0910091009100915, + 2.0918091809180916, + 2.0926092609260927, + 2.0934093409340937, + 2.0942094209420947, + 2.095009500950095, + 2.095809580958096, + 2.096609660966097, + 2.097409740974098, + 2.098209820982098, + 2.099009900990099, + 2.0998099809981, + 2.100610061006101, + 2.1014101410141013, + 2.1022102210221023, + 2.1030103010301033, + 2.1038103810381044, + 2.1046104610461045, + 2.1054105410541055, + 2.1062106210621065, + 2.1070107010701076, + 2.1078107810781077, + 2.1086108610861087, + 2.1094109410941098, + 2.110211021102111, + 2.111011101110111, + 2.111811181118112, + 2.112611261126113, + 2.113411341134114, + 2.114211421142114, + 2.115011501150115, + 2.115811581158116, + 2.116611661166117, + 2.1174117411741173, + 2.1182118211821184, + 2.1190119011901194, + 2.1198119811981204, + 2.1206120612061206, + 2.1214121412141216, + 2.1222122212221226, + 2.1230123012301236, + 2.1238123812381238, + 2.124612461246125, + 2.125412541254126, + 2.126212621262127, + 2.127012701270127, + 2.127812781278128, + 2.128612861286129, + 2.12941294129413, + 2.13021302130213, + 2.131013101310131, + 2.1318131813181322, + 2.1326132613261324, + 2.1334133413341334, + 2.1342134213421344, + 2.1350135013501355, + 2.1358135813581356, + 2.1366136613661366, + 2.1374137413741376, + 2.1382138213821387, + 2.139013901390139, + 2.13981398139814, + 2.140614061406141, + 2.141414141414142, + 2.142214221422142, + 2.143014301430143, + 2.143814381438144, + 2.144614461446145, + 2.1454145414541452, + 2.1462146214621463, + 2.1470147014701473, + 2.1478147814781483, + 2.1486148614861484, + 2.1494149414941495, + 2.1502150215021505, + 2.1510151015101515, + 2.1518151815181517, + 2.1526152615261527, + 2.1534153415341537, + 2.1542154215421547, + 2.155015501550155, + 2.155815581558156, + 2.156615661566157, + 2.157415741574158, + 2.158215821582158, + 2.159015901590159, + 2.15981598159816, + 2.160616061606161, + 2.1614161416141613, + 2.1622162216221623, + 2.1630163016301633, + 2.1638163816381644, + 2.1646164616461645, + 2.1654165416541655, + 2.1662166216621666, + 2.1670167016701676, + 2.1678167816781677, + 2.1686168616861687, + 2.1694169416941698, + 2.170217021702171, + 2.171017101710171, + 2.171817181718172, + 2.172617261726173, + 2.173417341734174, + 2.174217421742174, + 2.175017501750175, + 2.175817581758176, + 2.176617661766177, + 2.1774177417741774, + 2.1782178217821784, + 2.1790179017901794, + 2.1798179817981804, + 2.1806180618061806, + 2.1814181418141816, + 2.1822182218221826, + 2.1830183018301836, + 2.1838183818381838, + 2.184618461846185, + 2.185418541854186, + 2.186218621862187, + 2.187018701870187, + 2.187818781878188, + 2.188618861886189, + 2.18941894189419, + 2.19021902190219, + 2.1910191019101912, + 2.1918191819181922, + 2.1926192619261924, + 2.1934193419341934, + 2.1942194219421944, + 2.1950195019501955, + 2.1958195819581956, + 2.1966196619661966, + 2.1974197419741976, + 2.1982198219821987, + 2.199019901990199, + 2.1998199819982, + 2.200620062006201, + 2.201420142014202, + 2.202220222022202, + 2.203020302030203, + 2.203820382038204, + 2.204620462046205, + 2.2054205420542052, + 2.2062206220622063, + 2.2070207020702073, + 2.2078207820782083, + 2.2086208620862084, + 2.2094209420942095, + 2.2102210221022105, + 2.2110211021102115, + 2.2118211821182117, + 2.2126212621262127, + 2.2134213421342137, + 2.2142214221422147, + 2.215021502150215, + 2.215821582158216, + 2.216621662166217, + 2.217421742174218, + 2.218221822182218, + 2.219021902190219, + 2.21982198219822, + 2.220622062206221, + 2.2214221422142213, + 2.2222222222222223, + 2.2230223022302233, + 2.2238223822382244, + 2.2246224622462245, + 2.2254225422542255, + 2.2262226222622266, + 2.2270227022702276, + 2.2278227822782277, + 2.2286228622862287, + 2.2294229422942298, + 2.230223022302231, + 2.231023102310231, + 2.231823182318232, + 2.232623262326233, + 2.233423342334234, + 2.234223422342234, + 2.235023502350235, + 2.235823582358236, + 2.236623662366237, + 2.2374237423742374, + 2.2382238223822384, + 2.2390239023902394, + 2.2398239823982404, + 2.2406240624062406, + 2.2414241424142416, + 2.2422242224222426, + 2.2430243024302436, + 2.243824382438244, + 2.244624462446245, + 2.245424542454246, + 2.246224622462247, + 2.247024702470247, + 2.247824782478248, + 2.248624862486249, + 2.24942494249425, + 2.25022502250225, + 2.2510251025102512, + 2.2518251825182523, + 2.2526252625262524, + 2.2534253425342534, + 2.2542254225422544, + 2.2550255025502555, + 2.2558255825582556, + 2.2566256625662566, + 2.2574257425742577, + 2.2582258225822587, + 2.259025902590259, + 2.25982598259826, + 2.260626062606261, + 2.261426142614262, + 2.262226222622262, + 2.263026302630263, + 2.263826382638264, + 2.264626462646265, + 2.2654265426542652, + 2.2662266226622663, + 2.2670267026702673, + 2.2678267826782683, + 2.2686268626862685, + 2.2694269426942695, + 2.2702270227022705, + 2.2710271027102715, + 2.2718271827182717, + 2.2726272627262727, + 2.2734273427342737, + 2.2742274227422747, + 2.275027502750275, + 2.275827582758276, + 2.276627662766277, + 2.277427742774278, + 2.278227822782278, + 2.279027902790279, + 2.27982798279828, + 2.280628062806281, + 2.2814281428142813, + 2.2822282228222823, + 2.2830283028302834, + 2.2838283828382844, + 2.2846284628462845, + 2.2854285428542855, + 2.2862286228622866, + 2.2870287028702876, + 2.2878287828782877, + 2.2886288628862888, + 2.2894289428942898, + 2.290229022902291, + 2.291029102910291, + 2.291829182918292, + 2.292629262926293, + 2.293429342934294, + 2.294229422942294, + 2.295029502950295, + 2.295829582958296, + 2.2966296629662972, + 2.2974297429742974, + 2.2982298229822984, + 2.2990299029902994, + 2.2998299829983004, + 2.3006300630063006, + 2.3014301430143016, + 2.3022302230223026, + 2.3030303030303036, + 2.303830383038304, + 2.304630463046305, + 2.305430543054306, + 2.306230623062307, + 2.307030703070307, + 2.307830783078308, + 2.308630863086309, + 2.30943094309431, + 2.31023102310231, + 2.3110311031103112, + 2.3118311831183123, + 2.3126312631263124, + 2.3134313431343134, + 2.3142314231423144, + 2.3150315031503155, + 2.3158315831583156, + 2.3166316631663166, + 2.3174317431743177, + 2.3182318231823187, + 2.319031903190319, + 2.31983198319832, + 2.320632063206321, + 2.321432143214322, + 2.322232223222322, + 2.323032303230323, + 2.323832383238324, + 2.324632463246325, + 2.3254325432543252, + 2.3262326232623263, + 2.3270327032703273, + 2.3278327832783283, + 2.3286328632863285, + 2.3294329432943295, + 2.3302330233023305, + 2.3310331033103315, + 2.3318331833183317, + 2.3326332633263327, + 2.3334333433343337, + 2.3342334233423347, + 2.335033503350335, + 2.335833583358336, + 2.336633663366337, + 2.337433743374338, + 2.338233823382338, + 2.339033903390339, + 2.33983398339834, + 2.340634063406341, + 2.3414341434143413, + 2.3422342234223423, + 2.3430343034303434, + 2.3438343834383444, + 2.3446344634463445, + 2.3454345434543455, + 2.3462346234623466, + 2.3470347034703476, + 2.3478347834783477, + 2.3486348634863488, + 2.34943494349435, + 2.350235023502351, + 2.351035103510351, + 2.351835183518352, + 2.352635263526353, + 2.353435343534354, + 2.354235423542354, + 2.355035503550355, + 2.355835583558356, + 2.3566356635663572, + 2.3574357435743574, + 2.3582358235823584, + 2.3590359035903594, + 2.3598359835983604, + 2.3606360636063606, + 2.3614361436143616, + 2.3622362236223626, + 2.3630363036303637, + 2.363836383638364, + 2.364636463646365, + 2.365436543654366, + 2.366236623662367, + 2.367036703670367, + 2.367836783678368, + 2.368636863686369, + 2.36943694369437, + 2.37023702370237, + 2.3710371037103712, + 2.3718371837183723, + 2.3726372637263724, + 2.3734373437343734, + 2.3742374237423745, + 2.3750375037503755, + 2.3758375837583756, + 2.3766376637663766, + 2.3774377437743777, + 2.3782378237823787, + 2.379037903790379, + 2.37983798379838, + 2.380638063806381, + 2.381438143814382, + 2.382238223822382, + 2.383038303830383, + 2.383838383838384, + 2.384638463846385, + 2.3854385438543853, + 2.3862386238623863, + 2.3870387038703873, + 2.3878387838783883, + 2.3886388638863885, + 2.3894389438943895, + 2.3902390239023905, + 2.3910391039103915, + 2.3918391839183917, + 2.3926392639263927, + 2.3934393439343937, + 2.3942394239423948, + 2.395039503950395, + 2.395839583958396, + 2.396639663966397, + 2.397439743974398, + 2.398239823982398, + 2.399039903990399, + 2.3998399839984, + 2.400640064006401, + 2.4014401440144013, + 2.4022402240224023, + 2.4030403040304034, + 2.4038403840384044, + 2.4046404640464045, + 2.4054405440544055, + 2.4062406240624066, + 2.4070407040704076, + 2.4078407840784077, + 2.4086408640864088, + 2.40944094409441, + 2.410241024102411, + 2.411041104110411, + 2.411841184118412, + 2.412641264126413, + 2.413441344134414, + 2.414241424142414, + 2.415041504150415, + 2.415841584158416, + 2.4166416641664172, + 2.4174417441744174, + 2.4182418241824184, + 2.4190419041904194, + 2.4198419841984204, + 2.4206420642064206, + 2.4214421442144216, + 2.4222422242224226, + 2.4230423042304237, + 2.423842384238424, + 2.424642464246425, + 2.425442544254426, + 2.426242624262427, + 2.427042704270427, + 2.427842784278428, + 2.428642864286429, + 2.42944294429443, + 2.43024302430243, + 2.4310431043104312, + 2.4318431843184323, + 2.4326432643264333, + 2.4334433443344334, + 2.4342434243424345, + 2.4350435043504355, + 2.4358435843584356, + 2.4366436643664366, + 2.4374437443744377, + 2.4382438243824387, + 2.439043904390439, + 2.43984398439844, + 2.440644064406441, + 2.441444144414442, + 2.442244224422442, + 2.443044304430443, + 2.443844384438444, + 2.444644464446445, + 2.4454445444544453, + 2.4462446244624463, + 2.4470447044704473, + 2.4478447844784483, + 2.4486448644864485, + 2.4494449444944495, + 2.4502450245024505, + 2.4510451045104515, + 2.4518451845184517, + 2.4526452645264527, + 2.4534453445344537, + 2.4542454245424548, + 2.455045504550455, + 2.455845584558456, + 2.456645664566457, + 2.457445744574458, + 2.458245824582458, + 2.459045904590459, + 2.45984598459846, + 2.460646064606461, + 2.4614461446144613, + 2.4622462246224623, + 2.4630463046304634, + 2.4638463846384644, + 2.4646464646464645, + 2.4654465446544656, + 2.4662466246624666, + 2.4670467046704676, + 2.4678467846784677, + 2.4686468646864688, + 2.46944694469447, + 2.470247024702471, + 2.471047104710471, + 2.471847184718472, + 2.472647264726473, + 2.473447344734474, + 2.474247424742474, + 2.475047504750475, + 2.475847584758476, + 2.4766476647664772, + 2.4774477447744774, + 2.4782478247824784, + 2.4790479047904794, + 2.4798479847984805, + 2.4806480648064806, + 2.4814481448144816, + 2.4822482248224826, + 2.4830483048304837, + 2.483848384838484, + 2.484648464846485, + 2.485448544854486, + 2.486248624862487, + 2.487048704870487, + 2.487848784878488, + 2.488648864886489, + 2.48944894489449, + 2.4902490249024902, + 2.4910491049104913, + 2.4918491849184923, + 2.4926492649264933, + 2.4934493449344934, + 2.4942494249424945, + 2.4950495049504955, + 2.4958495849584956, + 2.4966496649664967, + 2.4974497449744977, + 2.4982498249824987, + 2.499049904990499, + 2.4998499849985, + 2.500650065006501, + 2.501450145014502, + 2.502250225022502, + 2.503050305030503, + 2.503850385038504, + 2.504650465046505, + 2.5054505450545053, + 2.5062506250625063, + 2.5070507050705073, + 2.5078507850785083, + 2.5086508650865085, + 2.5094509450945095, + 2.5102510251025105, + 2.5110511051105115, + 2.5118511851185117, + 2.5126512651265127, + 2.5134513451345137, + 2.5142514251425148, + 2.515051505150515, + 2.515851585158516, + 2.516651665166517, + 2.517451745174518, + 2.518251825182518, + 2.519051905190519, + 2.51985198519852, + 2.520652065206521, + 2.5214521452145213, + 2.5222522252225223, + 2.5230523052305234, + 2.5238523852385244, + 2.5246524652465245, + 2.5254525452545256, + 2.5262526252625266, + 2.5270527052705276, + 2.5278527852785277, + 2.5286528652865288, + 2.52945294529453, + 2.530253025302531, + 2.531053105310531, + 2.531853185318532, + 2.532653265326533, + 2.533453345334534, + 2.534253425342534, + 2.535053505350535, + 2.535853585358536, + 2.5366536653665372, + 2.5374537453745374, + 2.5382538253825384, + 2.5390539053905394, + 2.5398539853985405, + 2.5406540654065406, + 2.5414541454145416, + 2.5422542254225426, + 2.5430543054305437, + 2.543854385438544, + 2.544654465446545, + 2.545454545454546, + 2.546254625462547, + 2.547054705470547, + 2.547854785478548, + 2.548654865486549, + 2.54945494549455, + 2.5502550255025502, + 2.5510551055105513, + 2.5518551855185523, + 2.5526552655265533, + 2.5534553455345534, + 2.5542554255425545, + 2.5550555055505555, + 2.5558555855585556, + 2.5566556655665567, + 2.5574557455745577, + 2.5582558255825587, + 2.559055905590559, + 2.55985598559856, + 2.560656065606561, + 2.561456145614562, + 2.562256225622562, + 2.563056305630563, + 2.563856385638564, + 2.564656465646565, + 2.5654565456545653, + 2.5662566256625663, + 2.5670567056705673, + 2.5678567856785683, + 2.5686568656865685, + 2.5694569456945695, + 2.5702570257025705, + 2.5710571057105716, + 2.5718571857185717, + 2.5726572657265727, + 2.5734573457345737, + 2.5742574257425748, + 2.575057505750575, + 2.575857585758576, + 2.576657665766577, + 2.577457745774578, + 2.578257825782578, + 2.579057905790579, + 2.57985798579858, + 2.580658065806581, + 2.5814581458145813, + 2.5822582258225824, + 2.5830583058305834, + 2.5838583858385844, + 2.5846584658465845, + 2.5854585458545856, + 2.5862586258625866, + 2.5870587058705876, + 2.5878587858785878, + 2.588658865886589, + 2.58945894589459, + 2.590259025902591, + 2.591059105910591, + 2.591859185918592, + 2.592659265926593, + 2.593459345934594, + 2.594259425942594, + 2.595059505950595, + 2.5958595859585962, + 2.5966596659665973, + 2.5974597459745974, + 2.5982598259825984, + 2.5990599059905994, + 2.5998599859986005, + 2.6006600660066006, + 2.6014601460146016, + 2.6022602260226027, + 2.6030603060306037, + 2.603860386038604, + 2.604660466046605, + 2.605460546054606, + 2.606260626062607, + 2.607060706070607, + 2.607860786078608, + 2.608660866086609, + 2.60946094609461, + 2.6102610261026102, + 2.6110611061106113, + 2.6118611861186123, + 2.6126612661266133, + 2.6134613461346134, + 2.6142614261426145, + 2.6150615061506155, + 2.6158615861586156, + 2.6166616661666167, + 2.6174617461746177, + 2.6182618261826187, + 2.619061906190619, + 2.61986198619862, + 2.620662066206621, + 2.621462146214622, + 2.622262226222622, + 2.623062306230623, + 2.623862386238624, + 2.624662466246625, + 2.6254625462546253, + 2.6262626262626263, + 2.6270627062706273, + 2.6278627862786283, + 2.6286628662866285, + 2.6294629462946295, + 2.6302630263026305, + 2.6310631063106316, + 2.6318631863186317, + 2.6326632663266327, + 2.6334633463346337, + 2.6342634263426348, + 2.635063506350635, + 2.635863586358636, + 2.636663666366637, + 2.637463746374638, + 2.638263826382638, + 2.639063906390639, + 2.63986398639864, + 2.640664066406641, + 2.6414641464146413, + 2.6422642264226424, + 2.6430643064306434, + 2.6438643864386444, + 2.6446644664466445, + 2.6454645464546456, + 2.6462646264626466, + 2.6470647064706476, + 2.6478647864786478, + 2.648664866486649, + 2.64946494649465, + 2.650265026502651, + 2.651065106510651, + 2.651865186518652, + 2.652665266526653, + 2.653465346534654, + 2.654265426542654, + 2.655065506550655, + 2.6558655865586562, + 2.6566656665666573, + 2.6574657465746574, + 2.6582658265826584, + 2.6590659065906594, + 2.6598659865986605, + 2.6606660666066606, + 2.6614661466146616, + 2.6622662266226627, + 2.6630663066306637, + 2.663866386638664, + 2.664666466646665, + 2.665466546654666, + 2.666266626662667, + 2.667066706670667, + 2.667866786678668, + 2.668666866686669, + 2.66946694669467, + 2.6702670267026702, + 2.6710671067106713, + 2.6718671867186723, + 2.6726672667266733, + 2.6734673467346735, + 2.6742674267426745, + 2.6750675067506755, + 2.6758675867586756, + 2.6766676667666767, + 2.6774677467746777, + 2.6782678267826787, + 2.679067906790679, + 2.67986798679868, + 2.680668066806681, + 2.681468146814682, + 2.682268226822682, + 2.683068306830683, + 2.683868386838684, + 2.684668466846685, + 2.6854685468546853, + 2.6862686268626863, + 2.6870687068706873, + 2.6878687868786884, + 2.6886688668866885, + 2.6894689468946895, + 2.6902690269026905, + 2.6910691069106916, + 2.6918691869186917, + 2.6926692669266927, + 2.6934693469346938, + 2.694269426942695, + 2.695069506950695, + 2.695869586958696, + 2.696669666966697, + 2.697469746974698, + 2.698269826982698, + 2.699069906990699, + 2.6998699869987, + 2.700670067006701, + 2.7014701470147013, + 2.7022702270227024, + 2.7030703070307034, + 2.7038703870387044, + 2.7046704670467046, + 2.7054705470547056, + 2.7062706270627066, + 2.7070707070707076, + 2.7078707870787078, + 2.708670867086709, + 2.70947094709471, + 2.710271027102711, + 2.711071107110711, + 2.711871187118712, + 2.712671267126713, + 2.713471347134714, + 2.714271427142714, + 2.715071507150715, + 2.7158715871587162, + 2.7166716671667173, + 2.7174717471747174, + 2.7182718271827184, + 2.7190719071907195, + 2.7198719871987205, + 2.7206720672067206, + 2.7214721472147216, + 2.7222722272227227, + 2.7230723072307237, + 2.723872387238724, + 2.724672467246725, + 2.725472547254726, + 2.726272627262727, + 2.727072707270727, + 2.727872787278728, + 2.728672867286729, + 2.72947294729473, + 2.7302730273027302, + 2.7310731073107313, + 2.7318731873187323, + 2.7326732673267333, + 2.7334733473347335, + 2.7342734273427345, + 2.7350735073507355, + 2.7358735873587365, + 2.7366736673667367, + 2.7374737473747377, + 2.7382738273827387, + 2.739073907390739, + 2.73987398739874, + 2.740674067406741, + 2.741474147414742, + 2.742274227422742, + 2.743074307430743, + 2.743874387438744, + 2.744674467446745, + 2.7454745474547453, + 2.7462746274627463, + 2.7470747074707473, + 2.7478747874787484, + 2.7486748674867485, + 2.7494749474947495, + 2.7502750275027505, + 2.7510751075107516, + 2.7518751875187517, + 2.7526752675267527, + 2.7534753475347538, + 2.754275427542755, + 2.755075507550755, + 2.755875587558756, + 2.756675667566757, + 2.757475747574758, + 2.758275827582758, + 2.759075907590759, + 2.75987598759876, + 2.760676067606761, + 2.7614761476147613, + 2.7622762276227624, + 2.7630763076307634, + 2.7638763876387644, + 2.7646764676467646, + 2.7654765476547656, + 2.7662766276627666, + 2.7670767076707676, + 2.7678767876787678, + 2.768676867686769, + 2.76947694769477, + 2.770277027702771, + 2.771077107710771, + 2.771877187718772, + 2.772677267726773, + 2.773477347734774, + 2.774277427742774, + 2.775077507750775, + 2.7758775877587762, + 2.7766776677667773, + 2.7774777477747774, + 2.7782778277827784, + 2.7790779077907795, + 2.7798779877987805, + 2.7806780678067806, + 2.7814781478147816, + 2.7822782278227827, + 2.7830783078307837, + 2.783878387838784, + 2.784678467846785, + 2.785478547854786, + 2.786278627862787, + 2.787078707870787, + 2.787878787878788, + 2.788678867886789, + 2.78947894789479, + 2.7902790279027903, + 2.7910791079107913, + 2.7918791879187923, + 2.7926792679267933, + 2.7934793479347935, + 2.7942794279427945, + 2.7950795079507955, + 2.7958795879587965, + 2.7966796679667967, + 2.7974797479747977, + 2.7982798279827987, + 2.799079907990799, + 2.7998799879988, + 2.800680068006801, + 2.801480148014802, + 2.802280228022802, + 2.803080308030803, + 2.803880388038804, + 2.804680468046805, + 2.8054805480548053, + 2.8062806280628063, + 2.8070807080708073, + 2.8078807880788084, + 2.8086808680868085, + 2.8094809480948095, + 2.8102810281028106, + 2.8110811081108116, + 2.8118811881188117, + 2.8126812681268127, + 2.8134813481348138, + 2.814281428142815, + 2.815081508150815, + 2.815881588158816, + 2.816681668166817, + 2.817481748174818, + 2.818281828182818, + 2.819081908190819, + 2.81988198819882, + 2.820682068206821, + 2.8214821482148214, + 2.8222822282228224, + 2.8230823082308234, + 2.8238823882388244, + 2.8246824682468246, + 2.8254825482548256, + 2.8262826282628266, + 2.8270827082708276, + 2.8278827882788278, + 2.828682868286829, + 2.82948294829483, + 2.830283028302831, + 2.831083108310831, + 2.831883188318832, + 2.832683268326833, + 2.833483348334834, + 2.834283428342834, + 2.8350835083508352, + 2.8358835883588362, + 2.8366836683668373, + 2.8374837483748374, + 2.8382838283828384, + 2.8390839083908395, + 2.8398839883988405, + 2.8406840684068406, + 2.8414841484148416, + 2.8422842284228427, + 2.8430843084308437, + 2.843884388438844, + 2.844684468446845, + 2.845484548454846, + 2.846284628462847, + 2.847084708470847, + 2.847884788478848, + 2.848684868486849, + 2.84948494849485, + 2.8502850285028503, + 2.8510851085108513, + 2.8518851885188523, + 2.8526852685268533, + 2.8534853485348535, + 2.8542854285428545, + 2.8550855085508555, + 2.8558855885588565, + 2.8566856685668567, + 2.8574857485748577, + 2.8582858285828587, + 2.859085908590859, + 2.85988598859886, + 2.860686068606861, + 2.861486148614862, + 2.862286228622862, + 2.863086308630863, + 2.863886388638864, + 2.864686468646865, + 2.8654865486548653, + 2.8662866286628663, + 2.8670867086708673, + 2.8678867886788684, + 2.8686868686868685, + 2.8694869486948695, + 2.8702870287028706, + 2.8710871087108716, + 2.8718871887188717, + 2.8726872687268727, + 2.8734873487348738, + 2.874287428742875, + 2.875087508750875, + 2.875887588758876, + 2.876687668766877, + 2.877487748774878, + 2.878287828782878, + 2.879087908790879, + 2.87988798879888, + 2.880688068806881, + 2.8814881488148814, + 2.8822882288228824, + 2.8830883088308834, + 2.8838883888388844, + 2.8846884688468846, + 2.8854885488548856, + 2.8862886288628866, + 2.8870887088708876, + 2.887888788878888, + 2.888688868886889, + 2.88948894889489, + 2.890289028902891, + 2.891089108910891, + 2.891889188918892, + 2.892689268926893, + 2.893489348934894, + 2.894289428942894, + 2.8950895089508952, + 2.8958895889588963, + 2.8966896689668973, + 2.8974897489748974, + 2.8982898289828984, + 2.8990899089908995, + 2.8998899889989005, + 2.9006900690069006, + 2.9014901490149017, + 2.9022902290229027, + 2.9030903090309037, + 2.903890389038904, + 2.904690469046905, + 2.905490549054906, + 2.906290629062907, + 2.907090709070907, + 2.907890789078908, + 2.908690869086909, + 2.90949094909491, + 2.9102910291029103, + 2.9110911091109113, + 2.9118911891189123, + 2.9126912691269133, + 2.9134913491349135, + 2.9142914291429145, + 2.9150915091509155, + 2.9158915891589166, + 2.9166916691669167, + 2.9174917491749177, + 2.9182918291829187, + 2.919091909190919, + 2.91989198919892, + 2.920692069206921, + 2.921492149214922, + 2.922292229222922, + 2.923092309230923, + 2.923892389238924, + 2.924692469246925, + 2.9254925492549253, + 2.9262926292629263, + 2.9270927092709274, + 2.9278927892789284, + 2.9286928692869285, + 2.9294929492949295, + 2.9302930293029306, + 2.9310931093109316, + 2.9318931893189317, + 2.9326932693269328, + 2.9334933493349338, + 2.934293429342935, + 2.935093509350935, + 2.935893589358936, + 2.936693669366937, + 2.937493749374938, + 2.938293829382938, + 2.939093909390939, + 2.93989398939894, + 2.9406940694069412, + 2.9414941494149414, + 2.9422942294229424, + 2.9430943094309434, + 2.9438943894389444, + 2.9446944694469446, + 2.9454945494549456, + 2.9462946294629466, + 2.9470947094709476, + 2.947894789478948, + 2.948694869486949, + 2.94949494949495, + 2.950295029502951, + 2.951095109510951, + 2.951895189518952, + 2.952695269526953, + 2.953495349534954, + 2.954295429542954, + 2.9550955095509552, + 2.9558955895589563, + 2.9566956695669573, + 2.9574957495749574, + 2.9582958295829584, + 2.9590959095909595, + 2.9598959895989605, + 2.9606960696069606, + 2.9614961496149617, + 2.9622962296229627, + 2.9630963096309637, + 2.963896389638964, + 2.964696469646965, + 2.965496549654966, + 2.966296629662967, + 2.967096709670967, + 2.967896789678968, + 2.968696869686969, + 2.96949694969497, + 2.9702970297029703, + 2.9710971097109713, + 2.9718971897189723, + 2.9726972697269733, + 2.9734973497349735, + 2.9742974297429745, + 2.9750975097509755, + 2.9758975897589766, + 2.9766976697669767, + 2.9774977497749777, + 2.9782978297829787, + 2.979097909790979, + 2.97989798979898, + 2.980698069806981, + 2.981498149814982, + 2.982298229822982, + 2.983098309830983, + 2.983898389838984, + 2.984698469846985, + 2.9854985498549853, + 2.9862986298629863, + 2.9870987098709874, + 2.9878987898789884, + 2.9886988698869885, + 2.9894989498949895, + 2.9902990299029906, + 2.9910991099109916, + 2.9918991899189917, + 2.9926992699269928, + 2.993499349934994, + 2.994299429942995, + 2.995099509950995, + 2.995899589958996, + 2.996699669966997, + 2.997499749974998, + 2.998299829982998, + 2.999099909990999, + 2.999899989999, + 3.0007000700070012, + 3.0015001500150014, + 3.0023002300230024, + 3.0031003100310034, + 3.0039003900390044, + 3.0047004700470046, + 3.0055005500550056, + 3.0063006300630066, + 3.0071007100710077, + 3.007900790079008, + 3.008700870087009, + 3.00950095009501, + 3.010301030103011, + 3.011101110111011, + 3.011901190119012, + 3.012701270127013, + 3.013501350135014, + 3.014301430143014, + 3.0151015101510152, + 3.0159015901590163, + 3.0167016701670173, + 3.0175017501750174, + 3.0183018301830185, + 3.0191019101910195, + 3.0199019901990205, + 3.0207020702070206, + 3.0215021502150217, + 3.0223022302230227, + 3.0231023102310237, + 3.023902390239024, + 3.024702470247025, + 3.025502550255026, + 3.026302630263027, + 3.027102710271027, + 3.027902790279028, + 3.028702870287029, + 3.02950295029503, + 3.0303030303030303, + 3.0311031103110313, + 3.0319031903190323, + 3.0327032703270334, + 3.0335033503350335, + 3.0343034303430345, + 3.0351035103510355, + 3.0359035903590366, + 3.0367036703670367, + 3.0375037503750377, + 3.0383038303830388, + 3.0391039103910398, + 3.03990399039904, + 3.040704070407041, + 3.041504150415042, + 3.042304230423042, + 3.043104310431043, + 3.043904390439044, + 3.044704470447045, + 3.0455045504550453, + 3.0463046304630463, + 3.0471047104710474, + 3.0479047904790484, + 3.0487048704870485, + 3.0495049504950495, + 3.0503050305030506, + 3.0511051105110516, + 3.0519051905190517, + 3.0527052705270528, + 3.053505350535054, + 3.054305430543055, + 3.055105510551055, + 3.055905590559056, + 3.056705670567057, + 3.057505750575058, + 3.058305830583058, + 3.059105910591059, + 3.05990599059906, + 3.0607060706070612, + 3.0615061506150614, + 3.0623062306230624, + 3.0631063106310634, + 3.0639063906390644, + 3.0647064706470646, + 3.0655065506550656, + 3.0663066306630666, + 3.0671067106710677, + 3.067906790679068, + 3.068706870687069, + 3.06950695069507, + 3.070307030703071, + 3.071107110711071, + 3.071907190719072, + 3.072707270727073, + 3.073507350735074, + 3.074307430743074, + 3.0751075107510752, + 3.0759075907590763, + 3.0767076707670773, + 3.0775077507750774, + 3.0783078307830785, + 3.0791079107910795, + 3.0799079907990805, + 3.0807080708070806, + 3.0815081508150817, + 3.0823082308230827, + 3.0831083108310837, + 3.083908390839084, + 3.084708470847085, + 3.085508550855086, + 3.086308630863087, + 3.087108710871087, + 3.087908790879088, + 3.088708870887089, + 3.08950895089509, + 3.0903090309030903, + 3.0911091109110913, + 3.0919091909190923, + 3.0927092709270934, + 3.0935093509350935, + 3.0943094309430945, + 3.0951095109510955, + 3.0959095909590966, + 3.0967096709670967, + 3.0975097509750977, + 3.0983098309830988, + 3.0991099109911, + 3.0999099909991, + 3.100710071007101, + 3.101510151015102, + 3.102310231023102, + 3.103110311031103, + 3.103910391039104, + 3.104710471047105, + 3.1055105510551053, + 3.1063106310631063, + 3.1071107110711074, + 3.1079107910791084, + 3.1087108710871085, + 3.1095109510951096, + 3.1103110311031106, + 3.1111111111111116, + 3.1119111911191117, + 3.1127112711271128, + 3.113511351135114, + 3.114311431143115, + 3.115111511151115, + 3.115911591159116, + 3.116711671167117, + 3.117511751175118, + 3.118311831183118, + 3.119111911191119, + 3.11991199119912, + 3.1207120712071212, + 3.1215121512151214, + 3.1223122312231224, + 3.1231123112311234, + 3.1239123912391245, + 3.1247124712471246, + 3.1255125512551256, + 3.1263126312631266, + 3.1271127112711277, + 3.127912791279128, + 3.128712871287129, + 3.12951295129513, + 3.130313031303131, + 3.131113111311131, + 3.131913191319132, + 3.132713271327133, + 3.133513351335134, + 3.1343134313431342, + 3.1351135113511353, + 3.1359135913591363, + 3.1367136713671373, + 3.1375137513751374, + 3.1383138313831385, + 3.1391139113911395, + 3.1399139913991405, + 3.1407140714071407, + 3.1415141514151417, + 3.1423142314231427, + 3.1431143114311437, + 3.143914391439144, + 3.144714471447145, + 3.145514551455146, + 3.146314631463147, + 3.147114711471147, + 3.147914791479148, + 3.148714871487149, + 3.14951495149515, + 3.1503150315031503, + 3.1511151115111513, + 3.1519151915191523, + 3.1527152715271534, + 3.1535153515351535, + 3.1543154315431545, + 3.1551155115511555, + 3.1559155915591566, + 3.1567156715671567, + 3.1575157515751577, + 3.1583158315831588, + 3.15911591159116, + 3.15991599159916, + 3.160716071607161, + 3.161516151615162, + 3.162316231623162, + 3.163116311631163, + 3.163916391639164, + 3.164716471647165, + 3.1655165516551653, + 3.1663166316631663, + 3.1671167116711674, + 3.1679167916791684, + 3.1687168716871685, + 3.1695169516951696, + 3.1703170317031706, + 3.1711171117111716, + 3.1719171917191717, + 3.1727172717271728, + 3.173517351735174, + 3.174317431743175, + 3.175117511751175, + 3.175917591759176, + 3.176717671767177, + 3.177517751775178, + 3.178317831783178, + 3.179117911791179, + 3.17991799179918, + 3.1807180718071812, + 3.1815181518151814, + 3.1823182318231824, + 3.1831183118311834, + 3.1839183918391845, + 3.1847184718471846, + 3.1855185518551856, + 3.1863186318631866, + 3.1871187118711877, + 3.187918791879188, + 3.188718871887189, + 3.18951895189519, + 3.190319031903191, + 3.191119111911191, + 3.191919191919192, + 3.192719271927193, + 3.193519351935194, + 3.1943194319431942, + 3.1951195119511953, + 3.1959195919591963, + 3.1967196719671973, + 3.1975197519751974, + 3.1983198319831985, + 3.1991199119911995, + 3.1999199919992005, + 3.2007200720072007, + 3.2015201520152017, + 3.2023202320232027, + 3.2031203120312037, + 3.203920392039204, + 3.204720472047205, + 3.205520552055206, + 3.206320632063207, + 3.207120712071207, + 3.207920792079208, + 3.208720872087209, + 3.20952095209521, + 3.2103210321032103, + 3.2111211121112113, + 3.2119211921192123, + 3.2127212721272134, + 3.2135213521352135, + 3.2143214321432145, + 3.2151215121512156, + 3.2159215921592166, + 3.2167216721672167, + 3.2175217521752177, + 3.2183218321832188, + 3.21912191219122, + 3.21992199219922, + 3.220722072207221, + 3.221522152215222, + 3.222322232223222, + 3.223122312231223, + 3.223922392239224, + 3.224722472247225, + 3.2255225522552253, + 3.2263226322632264, + 3.2271227122712274, + 3.2279227922792284, + 3.2287228722872285, + 3.2295229522952296, + 3.2303230323032306, + 3.2311231123112316, + 3.2319231923192318, + 3.2327232723272328, + 3.233523352335234, + 3.234323432343235, + 3.235123512351235, + 3.235923592359236, + 3.236723672367237, + 3.237523752375238, + 3.238323832383238, + 3.239123912391239, + 3.2399239923992402, + 3.2407240724072413, + 3.2415241524152414, + 3.2423242324232424, + 3.2431243124312434, + 3.2439243924392445, + 3.2447244724472446, + 3.2455245524552456, + 3.2463246324632467, + 3.2471247124712477, + 3.247924792479248, + 3.248724872487249, + 3.24952495249525, + 3.250325032503251, + 3.251125112511251, + 3.251925192519252, + 3.252725272527253, + 3.253525352535254, + 3.2543254325432542, + 3.2551255125512553, + 3.2559255925592563, + 3.2567256725672573, + 3.2575257525752574, + 3.2583258325832585, + 3.2591259125912595, + 3.2599259925992605, + 3.2607260726072607, + 3.2615261526152617, + 3.2623262326232627, + 3.2631263126312637, + 3.263926392639264, + 3.264726472647265, + 3.265526552655266, + 3.266326632663267, + 3.267126712671267, + 3.267926792679268, + 3.268726872687269, + 3.26952695269527, + 3.2703270327032703, + 3.2711271127112713, + 3.2719271927192723, + 3.2727272727272734, + 3.2735273527352735, + 3.2743274327432745, + 3.2751275127512756, + 3.2759275927592766, + 3.2767276727672767, + 3.2775277527752777, + 3.2783278327832788, + 3.27912791279128, + 3.27992799279928, + 3.280728072807281, + 3.281528152815282, + 3.282328232823283, + 3.283128312831283, + 3.283928392839284, + 3.284728472847285, + 3.2855285528552853, + 3.2863286328632864, + 3.2871287128712874, + 3.2879287928792884, + 3.2887288728872885, + 3.2895289528952896, + 3.2903290329032906, + 3.2911291129112916, + 3.2919291929192918, + 3.292729272927293, + 3.293529352935294, + 3.294329432943295, + 3.295129512951295, + 3.295929592959296, + 3.296729672967297, + 3.297529752975298, + 3.298329832983298, + 3.299129912991299, + 3.2999299929993002, + 3.3007300730073013, + 3.3015301530153014, + 3.3023302330233024, + 3.3031303130313034, + 3.3039303930393045, + 3.3047304730473046, + 3.3055305530553056, + 3.3063306330633067, + 3.3071307130713077, + 3.307930793079308, + 3.308730873087309, + 3.30953095309531, + 3.310331033103311, + 3.311131113111311, + 3.311931193119312, + 3.312731273127313, + 3.313531353135314, + 3.3143314331433142, + 3.3151315131513153, + 3.3159315931593163, + 3.3167316731673173, + 3.3175317531753175, + 3.3183318331833185, + 3.3191319131913195, + 3.3199319931993205, + 3.3207320732073207, + 3.3215321532153217, + 3.3223322332233227, + 3.3231323132313237, + 3.323932393239324, + 3.324732473247325, + 3.325532553255326, + 3.326332633263327, + 3.327132713271327, + 3.327932793279328, + 3.328732873287329, + 3.32953295329533, + 3.3303330333033303, + 3.3311331133113313, + 3.3319331933193324, + 3.3327332733273334, + 3.3335333533353335, + 3.3343334333433345, + 3.3351335133513356, + 3.3359335933593366, + 3.3367336733673367, + 3.3375337533753378, + 3.3383338333833388, + 3.33913391339134, + 3.33993399339934, + 3.340734073407341, + 3.341534153415342, + 3.342334233423343, + 3.343134313431343, + 3.343934393439344, + 3.344734473447345, + 3.3455345534553453, + 3.3463346334633464, + 3.3471347134713474, + 3.3479347934793484, + 3.3487348734873486, + 3.3495349534953496, + 3.3503350335033506, + 3.3511351135113516, + 3.3519351935193518, + 3.352735273527353, + 3.353535353535354, + 3.354335433543355, + 3.355135513551355, + 3.355935593559356, + 3.356735673567357, + 3.357535753575358, + 3.358335833583358, + 3.359135913591359, + 3.3599359935993602, + 3.3607360736073613, + 3.3615361536153614, + 3.3623362336233624, + 3.3631363136313634, + 3.3639363936393645, + 3.3647364736473646, + 3.3655365536553656, + 3.3663366336633667, + 3.3671367136713677, + 3.367936793679368, + 3.368736873687369, + 3.36953695369537, + 3.370337033703371, + 3.371137113711371, + 3.371937193719372, + 3.372737273727373, + 3.373537353735374, + 3.3743374337433742, + 3.3751375137513753, + 3.3759375937593763, + 3.3767376737673773, + 3.3775377537753775, + 3.3783378337833785, + 3.3791379137913795, + 3.3799379937993805, + 3.3807380738073807, + 3.3815381538153817, + 3.3823382338233827, + 3.3831383138313837, + 3.383938393839384, + 3.384738473847385, + 3.385538553855386, + 3.386338633863387, + 3.387138713871387, + 3.387938793879388, + 3.388738873887389, + 3.38953895389539, + 3.3903390339033903, + 3.3911391139113913, + 3.3919391939193924, + 3.3927392739273934, + 3.3935393539353935, + 3.3943394339433945, + 3.3951395139513956, + 3.3959395939593966, + 3.3967396739673967, + 3.3975397539753978, + 3.398339833983399, + 3.3991399139914, + 3.3999399939994, + 3.400740074007401, + 3.401540154015402, + 3.402340234023403, + 3.403140314031403, + 3.403940394039404, + 3.404740474047405, + 3.4055405540554053, + 3.4063406340634064, + 3.4071407140714074, + 3.4079407940794084, + 3.4087408740874086, + 3.4095409540954096, + 3.4103410341034106, + 3.4111411141114116, + 3.4119411941194118, + 3.412741274127413, + 3.413541354135414, + 3.414341434143415, + 3.415141514151415, + 3.415941594159416, + 3.416741674167417, + 3.417541754175418, + 3.418341834183418, + 3.419141914191419, + 3.4199419941994202, + 3.4207420742074213, + 3.4215421542154214, + 3.4223422342234224, + 3.4231423142314235, + 3.4239423942394245, + 3.4247424742474246, + 3.4255425542554256, + 3.4263426342634267, + 3.4271427142714277, + 3.427942794279428, + 3.428742874287429, + 3.42954295429543, + 3.430343034303431, + 3.431143114311431, + 3.431943194319432, + 3.432743274327433, + 3.433543354335434, + 3.4343434343434343, + 3.4351435143514353, + 3.4359435943594363, + 3.4367436743674373, + 3.4375437543754375, + 3.4383438343834385, + 3.4391439143914395, + 3.4399439943994405, + 3.4407440744074407, + 3.4415441544154417, + 3.4423442344234427, + 3.4431443144314438, + 3.443944394439444, + 3.444744474447445, + 3.445544554455446, + 3.446344634463447, + 3.447144714471447, + 3.447944794479448, + 3.448744874487449, + 3.44954495449545, + 3.4503450345034503, + 3.4511451145114513, + 3.4519451945194524, + 3.4527452745274534, + 3.4535453545354535, + 3.4543454345434546, + 3.4551455145514556, + 3.4559455945594566, + 3.4567456745674567, + 3.4575457545754578, + 3.458345834583459, + 3.45914591459146, + 3.45994599459946, + 3.460746074607461, + 3.461546154615462, + 3.462346234623463, + 3.463146314631463, + 3.463946394639464, + 3.464746474647465, + 3.4655465546554653, + 3.4663466346634664, + 3.4671467146714674, + 3.4679467946794684, + 3.4687468746874686, + 3.4695469546954696, + 3.4703470347034706, + 3.4711471147114716, + 3.4719471947194718, + 3.472747274727473, + 3.473547354735474, + 3.474347434743475, + 3.475147514751475, + 3.475947594759476, + 3.476747674767477, + 3.477547754775478, + 3.478347834783478, + 3.4791479147914792, + 3.4799479947994802, + 3.4807480748074813, + 3.4815481548154814, + 3.4823482348234824, + 3.4831483148314835, + 3.4839483948394845, + 3.4847484748474846, + 3.4855485548554856, + 3.4863486348634867, + 3.4871487148714877, + 3.487948794879488, + 3.488748874887489, + 3.48954895489549, + 3.490349034903491, + 3.491149114911491, + 3.491949194919492, + 3.492749274927493, + 3.493549354935494, + 3.4943494349434943, + 3.4951495149514953, + 3.4959495949594963, + 3.4967496749674973, + 3.4975497549754975, + 3.4983498349834985, + 3.4991499149914995, + 3.4999499949995005, + 3.5007500750075007, + 3.5015501550155017, + 3.5023502350235027, + 3.5031503150315038, + 3.503950395039504, + 3.504750475047505, + 3.505550555055506, + 3.506350635063507, + 3.507150715071507, + 3.507950795079508, + 3.508750875087509, + 3.50955095509551, + 3.5103510351035103, + 3.5111511151115113, + 3.5119511951195124, + 3.5127512751275134, + 3.5135513551355135, + 3.5143514351435146, + 3.5151515151515156, + 3.5159515951595166, + 3.5167516751675167, + 3.5175517551755178, + 3.518351835183519, + 3.51915191519152, + 3.51995199519952, + 3.520752075207521, + 3.521552155215522, + 3.522352235223523, + 3.523152315231523, + 3.523952395239524, + 3.524752475247525, + 3.5255525552555254, + 3.5263526352635264, + 3.5271527152715274, + 3.5279527952795284, + 3.5287528752875286, + 3.5295529552955296, + 3.5303530353035306, + 3.5311531153115316, + 3.531953195319532, + 3.532753275327533, + 3.533553355335534, + 3.534353435343535, + 3.535153515351535, + 3.535953595359536, + 3.536753675367537, + 3.537553755375538, + 3.538353835383538, + 3.5391539153915392, + 3.5399539953995403, + 3.5407540754075413, + 3.5415541554155414, + 3.5423542354235424, + 3.5431543154315435, + 3.5439543954395445, + 3.5447544754475446, + 3.5455545554555457, + 3.5463546354635467, + 3.5471547154715477, + 3.547954795479548, + 3.548754875487549, + 3.54955495549555, + 3.550355035503551, + 3.551155115511551, + 3.551955195519552, + 3.552755275527553, + 3.553555355535554, + 3.5543554355435543, + 3.5551555155515553, + 3.5559555955595563, + 3.5567556755675573, + 3.5575557555755575, + 3.5583558355835585, + 3.5591559155915595, + 3.5599559955995606, + 3.5607560756075607, + 3.5615561556155617, + 3.5623562356235627, + 3.5631563156315638, + 3.563956395639564, + 3.564756475647565, + 3.565556555655566, + 3.566356635663567, + 3.567156715671567, + 3.567956795679568, + 3.568756875687569, + 3.56955695569557, + 3.5703570357035703, + 3.5711571157115714, + 3.5719571957195724, + 3.5727572757275734, + 3.5735573557355735, + 3.5743574357435746, + 3.5751575157515756, + 3.5759575957595766, + 3.5767576757675767, + 3.5775577557755778, + 3.578357835783579, + 3.57915791579158, + 3.57995799579958, + 3.580758075807581, + 3.581558155815582, + 3.582358235823583, + 3.583158315831583, + 3.583958395839584, + 3.5847584758475852, + 3.5855585558555862, + 3.5863586358635864, + 3.5871587158715874, + 3.5879587958795884, + 3.5887588758875886, + 3.5895589558955896, + 3.5903590359035906, + 3.5911591159115916, + 3.591959195919592, + 3.592759275927593, + 3.593559355935594, + 3.594359435943595, + 3.595159515951595, + 3.595959595959596, + 3.596759675967597, + 3.597559755975598, + 3.598359835983598, + 3.5991599159915992, + 3.5999599959996003, + 3.6007600760076013, + 3.6015601560156014, + 3.6023602360236024, + 3.6031603160316035, + 3.6039603960396045, + 3.6047604760476046, + 3.6055605560556057, + 3.6063606360636067, + 3.6071607160716077, + 3.607960796079608, + 3.608760876087609, + 3.60956095609561, + 3.610361036103611, + 3.611161116111611, + 3.611961196119612, + 3.612761276127613, + 3.613561356135614, + 3.6143614361436143, + 3.6151615161516153, + 3.6159615961596163, + 3.6167616761676173, + 3.6175617561756175, + 3.6183618361836185, + 3.6191619161916195, + 3.6199619961996206, + 3.6207620762076207, + 3.6215621562156217, + 3.6223622362236227, + 3.6231623162316238, + 3.623962396239624, + 3.624762476247625, + 3.625562556255626, + 3.626362636263627, + 3.627162716271627, + 3.627962796279628, + 3.628762876287629, + 3.62956295629563, + 3.6303630363036303, + 3.6311631163116314, + 3.6319631963196324, + 3.6327632763276334, + 3.6335633563356335, + 3.6343634363436346, + 3.6351635163516356, + 3.6359635963596366, + 3.6367636763676368, + 3.637563756375638, + 3.638363836383639, + 3.63916391639164, + 3.63996399639964, + 3.640764076407641, + 3.641564156415642, + 3.642364236423643, + 3.643164316431643, + 3.643964396439644, + 3.6447644764476452, + 3.6455645564556463, + 3.6463646364636464, + 3.6471647164716474, + 3.6479647964796484, + 3.6487648764876486, + 3.6495649564956496, + 3.6503650365036506, + 3.6511651165116517, + 3.651965196519652, + 3.652765276527653, + 3.653565356535654, + 3.654365436543655, + 3.655165516551655, + 3.655965596559656, + 3.656765676567657, + 3.657565756575658, + 3.658365836583658, + 3.6591659165916592, + 3.6599659965996603, + 3.6607660766076613, + 3.6615661566156614, + 3.6623662366236625, + 3.6631663166316635, + 3.6639663966396645, + 3.6647664766476646, + 3.6655665566556657, + 3.6663666366636667, + 3.6671667166716677, + 3.667966796679668, + 3.668766876687669, + 3.66956695669567, + 3.670367036703671, + 3.671167116711671, + 3.671967196719672, + 3.672767276727673, + 3.673567356735674, + 3.6743674367436743, + 3.6751675167516753, + 3.6759675967596763, + 3.6767676767676774, + 3.6775677567756775, + 3.6783678367836785, + 3.6791679167916795, + 3.6799679967996806, + 3.6807680768076807, + 3.6815681568156817, + 3.6823682368236828, + 3.6831683168316838, + 3.683968396839684, + 3.684768476847685, + 3.685568556855686, + 3.686368636863687, + 3.687168716871687, + 3.687968796879688, + 3.688768876887689, + 3.68956895689569, + 3.6903690369036903, + 3.6911691169116914, + 3.6919691969196924, + 3.6927692769276934, + 3.6935693569356935, + 3.6943694369436946, + 3.6951695169516956, + 3.6959695969596966, + 3.6967696769676968, + 3.697569756975698, + 3.698369836983699, + 3.6991699169917, + 3.6999699969997, + 3.700770077007701, + 3.701570157015702, + 3.702370237023703, + 3.703170317031703, + 3.703970397039704, + 3.7047704770477052, + 3.7055705570557063, + 3.7063706370637064, + 3.7071707170717074, + 3.7079707970797084, + 3.7087708770877086, + 3.7095709570957096, + 3.7103710371037106, + 3.7111711171117117, + 3.711971197119712, + 3.712771277127713, + 3.713571357135714, + 3.714371437143715, + 3.715171517151715, + 3.715971597159716, + 3.716771677167717, + 3.717571757175718, + 3.718371837183718, + 3.7191719171917192, + 3.7199719971997203, + 3.7207720772077213, + 3.7215721572157214, + 3.7223722372237225, + 3.7231723172317235, + 3.7239723972397245, + 3.7247724772477246, + 3.7255725572557257, + 3.7263726372637267, + 3.7271727172717277, + 3.727972797279728, + 3.728772877287729, + 3.72957295729573, + 3.730373037303731, + 3.731173117311731, + 3.731973197319732, + 3.732773277327733, + 3.733573357335734, + 3.7343734373437343, + 3.7351735173517353, + 3.7359735973597363, + 3.7367736773677374, + 3.7375737573757375, + 3.7383738373837385, + 3.7391739173917395, + 3.7399739973997406, + 3.7407740774077407, + 3.7415741574157417, + 3.7423742374237428, + 3.743174317431744, + 3.743974397439744, + 3.744774477447745, + 3.745574557455746, + 3.746374637463747, + 3.747174717471747, + 3.747974797479748, + 3.748774877487749, + 3.74957495749575, + 3.7503750375037503, + 3.7511751175117514, + 3.7519751975197524, + 3.7527752775277534, + 3.7535753575357536, + 3.7543754375437546, + 3.7551755175517556, + 3.7559755975597566, + 3.7567756775677568, + 3.757575757575758, + 3.758375837583759, + 3.75917591759176, + 3.75997599759976, + 3.760776077607761, + 3.761576157615762, + 3.762376237623763, + 3.763176317631763, + 3.763976397639764, + 3.7647764776477652, + 3.7655765576557663, + 3.7663766376637664, + 3.7671767176717674, + 3.7679767976797685, + 3.7687768776877686, + 3.7695769576957696, + 3.7703770377037706, + 3.7711771177117717, + 3.771977197719772, + 3.772777277727773, + 3.773577357735774, + 3.774377437743775, + 3.775177517751775, + 3.775977597759776, + 3.776777677767777, + 3.777577757775778, + 3.7783778377837782, + 3.7791779177917793, + 3.7799779977997803, + 3.7807780778077813, + 3.7815781578157814, + 3.7823782378237825, + 3.7831783178317835, + 3.7839783978397845, + 3.7847784778477847, + 3.7855785578557857, + 3.7863786378637867, + 3.7871787178717877, + 3.787978797879788, + 3.788778877887789, + 3.78957895789579, + 3.790379037903791, + 3.791179117911791, + 3.791979197919792, + 3.792779277927793, + 3.793579357935794, + 3.7943794379437943, + 3.7951795179517953, + 3.7959795979597963, + 3.7967796779677974, + 3.7975797579757975, + 3.7983798379837985, + 3.7991799179917995, + 3.7999799979998006, + 3.8007800780078007, + 3.8015801580158017, + 3.8023802380238028, + 3.803180318031804, + 3.803980398039804, + 3.804780478047805, + 3.805580558055806, + 3.806380638063807, + 3.807180718071807, + 3.807980798079808, + 3.808780878087809, + 3.80958095809581, + 3.8103810381038103, + 3.8111811181118114, + 3.8119811981198124, + 3.8127812781278134, + 3.8135813581358136, + 3.8143814381438146, + 3.8151815181518156, + 3.8159815981598166, + 3.8167816781678168, + 3.817581758175818, + 3.818381838183819, + 3.81918191819182, + 3.81998199819982, + 3.820782078207821, + 3.821582158215822, + 3.822382238223823, + 3.823182318231823, + 3.823982398239824, + 3.8247824782478252, + 3.8255825582558263, + 3.8263826382638264, + 3.8271827182718274, + 3.8279827982798285, + 3.8287828782878286, + 3.8295829582958296, + 3.8303830383038306, + 3.8311831183118317, + 3.831983198319832, + 3.832783278327833, + 3.833583358335834, + 3.834383438343835, + 3.835183518351835, + 3.835983598359836, + 3.836783678367837, + 3.837583758375838, + 3.8383838383838382, + 3.8391839183918393, + 3.8399839983998403, + 3.8407840784078413, + 3.8415841584158414, + 3.8423842384238425, + 3.8431843184318435, + 3.8439843984398445, + 3.8447844784478447, + 3.8455845584558457, + 3.8463846384638467, + 3.8471847184718477, + 3.847984798479848, + 3.848784878487849, + 3.84958495849585, + 3.850385038503851, + 3.851185118511851, + 3.851985198519852, + 3.852785278527853, + 3.853585358535854, + 3.8543854385438543, + 3.8551855185518553, + 3.8559855985598563, + 3.8567856785678574, + 3.8575857585758575, + 3.8583858385838585, + 3.8591859185918596, + 3.8599859985998606, + 3.8607860786078607, + 3.8615861586158617, + 3.8623862386238628, + 3.863186318631864, + 3.863986398639864, + 3.864786478647865, + 3.865586558655866, + 3.866386638663867, + 3.867186718671867, + 3.867986798679868, + 3.868786878687869, + 3.86958695869587, + 3.8703870387038704, + 3.8711871187118714, + 3.8719871987198724, + 3.8727872787278734, + 3.8735873587358736, + 3.8743874387438746, + 3.8751875187518756, + 3.8759875987598766, + 3.8767876787678768, + 3.877587758775878, + 3.878387838783879, + 3.87918791879188, + 3.87998799879988, + 3.880788078807881, + 3.881588158815882, + 3.882388238823883, + 3.883188318831883, + 3.8839883988398842, + 3.8847884788478853, + 3.8855885588558863, + 3.8863886388638864, + 3.8871887188718874, + 3.8879887988798885, + 3.8887888788878895, + 3.8895889588958896, + 3.8903890389038907, + 3.8911891189118917, + 3.891989198919892, + 3.892789278927893, + 3.893589358935894, + 3.894389438943895, + 3.895189518951895, + 3.895989598959896, + 3.896789678967897, + 3.897589758975898, + 3.8983898389838982, + 3.8991899189918993, + 3.8999899989999003, + 3.9007900790079013, + 3.9015901590159014, + 3.9023902390239025, + 3.9031903190319035, + 3.9039903990399045, + 3.9047904790479047, + 3.9055905590559057, + 3.9063906390639067, + 3.9071907190719077, + 3.907990799079908, + 3.908790879087909, + 3.90959095909591, + 3.910391039103911, + 3.911191119111911, + 3.911991199119912, + 3.912791279127913, + 3.913591359135914, + 3.9143914391439143, + 3.9151915191519153, + 3.9159915991599163, + 3.9167916791679174, + 3.9175917591759175, + 3.9183918391839185, + 3.9191919191919196, + 3.9199919991999206, + 3.9207920792079207, + 3.9215921592159217, + 3.9223922392239228, + 3.923192319231924, + 3.923992399239924, + 3.924792479247925, + 3.925592559255926, + 3.926392639263927, + 3.927192719271927, + 3.927992799279928, + 3.928792879287929, + 3.92959295929593, + 3.9303930393039304, + 3.9311931193119314, + 3.9319931993199324, + 3.9327932793279334, + 3.9335933593359336, + 3.9343934393439346, + 3.9351935193519356, + 3.9359935993599366, + 3.936793679367937, + 3.937593759375938, + 3.938393839383939, + 3.93919391939194, + 3.93999399939994, + 3.940794079407941, + 3.941594159415942, + 3.942394239423943, + 3.943194319431943, + 3.9439943994399442, + 3.9447944794479453, + 3.9455945594559463, + 3.9463946394639464, + 3.9471947194719474, + 3.9479947994799485, + 3.9487948794879495, + 3.9495949594959496, + 3.9503950395039507, + 3.9511951195119517, + 3.951995199519952, + 3.952795279527953, + 3.953595359535954, + 3.954395439543955, + 3.955195519551955, + 3.955995599559956, + 3.956795679567957, + 3.957595759575958, + 3.9583958395839582, + 3.9591959195919593, + 3.9599959995999603, + 3.9607960796079613, + 3.9615961596159615, + 3.9623962396239625, + 3.9631963196319635, + 3.9639963996399645, + 3.9647964796479647, + 3.9655965596559657, + 3.9663966396639667, + 3.9671967196719677, + 3.967996799679968, + 3.968796879687969, + 3.96959695969597, + 3.970397039703971, + 3.971197119711971, + 3.971997199719972, + 3.972797279727973, + 3.973597359735974, + 3.9743974397439743, + 3.9751975197519753, + 3.9759975997599764, + 3.9767976797679774, + 3.9775977597759775, + 3.9783978397839785, + 3.9791979197919796, + 3.9799979997999806, + 3.9807980798079807, + 3.9815981598159818, + 3.9823982398239828, + 3.983198319831984, + 3.983998399839984, + 3.984798479847985, + 3.985598559855986, + 3.986398639863987, + 3.987198719871987, + 3.987998799879988, + 3.988798879887989, + 3.9895989598959902, + 3.9903990399039904, + 3.9911991199119914, + 3.9919991999199924, + 3.9927992799279934, + 3.9935993599359936, + 3.9943994399439946, + 3.9951995199519956, + 3.9959995999599967, + 3.996799679967997, + 3.997599759975998, + 3.998399839983999, + 3.999199919992, + 4 + ], + "xaxis": "x2", + "y": [ + 3.167124183311986e-05, + 3.177848822964823e-05, + 3.1886078329875646e-05, + 3.19940131662131e-05, + 3.210229377393739e-05, + 3.22109211911986e-05, + 3.231989645902709e-05, + 3.242922062134073e-05, + 3.2538894724952363e-05, + 3.2648919819576764e-05, + 3.27592969578381e-05, + 3.287002719527713e-05, + 3.298111159035857e-05, + 3.309255120447824e-05, + 3.3204347101970934e-05, + 3.331650035011668e-05, + 3.342901201914955e-05, + 3.354188318226361e-05, + 3.365511491562156e-05, + 3.3768708298360995e-05, + 3.388266441260306e-05, + 3.399698434345854e-05, + 3.411166917903677e-05, + 3.422672001045163e-05, + 3.434213793183049e-05, + 3.4457924040320266e-05, + 3.457407943609646e-05, + 3.4690605222369205e-05, + 3.480750250539221e-05, + 3.4924772394468995e-05, + 3.504241600196185e-05, + 3.516043444329806e-05, + 3.527882883697892e-05, + 3.539760030458596e-05, + 3.551674997078998e-05, + 3.5636278963357394e-05, + 3.575618841315933e-05, + 3.587647945417775e-05, + 3.5997153223514884e-05, + 3.611821086139921e-05, + 3.623965351119485e-05, + 3.636148231940817e-05, + 3.648369843569609e-05, + 3.660630301287376e-05, + 3.672929720692238e-05, + 3.6852682176997154e-05, + 3.6976459085435004e-05, + 3.710062909776246e-05, + 3.7225193382703646e-05, + 3.735015311218804e-05, + 3.747550946135859e-05, + 3.760126360857946e-05, + 3.77274167354441e-05, + 3.7853970026783194e-05, + 3.798092467067264e-05, + 3.8108281858441516e-05, + 3.8236042784680256e-05, + 3.836420864724852e-05, + 3.849278064728334e-05, + 3.862175998920713e-05, + 3.875114788073598e-05, + 3.88809455328874e-05, + 3.901115415998885e-05, + 3.9141774979685565e-05, + 3.92728092129489e-05, + 3.9404258084084544e-05, + 3.9536122820740465e-05, + 3.9668404653915424e-05, + 3.9801104817966997e-05, + 3.993422455061998e-05, + 4.006776509297447e-05, + 4.0201727689514356e-05, + 4.03361135881155e-05, + 4.047092404005396e-05, + 4.060616030001467e-05, + 4.074182362609937e-05, + 4.087791527983522e-05, + 4.101443652618321e-05, + 4.115138863354639e-05, + 4.1288772873778684e-05, + 4.1426590522192526e-05, + 4.1564842857568574e-05, + 4.1703531162162645e-05, + 4.184265672171585e-05, + 4.198222082546148e-05, + 4.2122224766135155e-05, + 4.226266983998179e-05, + 4.240355734676573e-05, + 4.254488858977764e-05, + 4.2686664875844916e-05, + 4.282888751533881e-05, + 4.2971557822183876e-05, + 4.311467711386635e-05, + 4.3258246711442906e-05, + 4.340226793954937e-05, + 4.354674212640939e-05, + 4.3691670603843146e-05, + 4.3837054707276084e-05, + 4.3982895775747815e-05, + 4.412919515192078e-05, + 4.427595418208907e-05, + 4.442317421618727e-05, + 4.457085660779926e-05, + 4.4719002714167165e-05, + 4.486761389620009e-05, + 4.501669151848318e-05, + 4.516623694928641e-05, + 4.531625156057354e-05, + 4.5466736728011186e-05, + 4.5617693830977515e-05, + 4.576912425257156e-05, + 4.5921029379621995e-05, + 4.607341060269627e-05, + 4.622626931610971e-05, + 4.6379606917934255e-05, + 4.653342481000802e-05, + 4.668772439794405e-05, + 4.684250709113954e-05, + 4.699777430278508e-05, + 4.715352744987355e-05, + 4.730976795320957e-05, + 4.7466497237418574e-05, + 4.762371673095601e-05, + 4.778142786611661e-05, + 4.7939632079043575e-05, + 4.809833080973798e-05, + 4.825752550206797e-05, + 4.8417217603778035e-05, + 4.857740856649844e-05, + 4.873809984575445e-05, + 4.889929290097584e-05, + 4.906098919550622e-05, + 4.922319019661235e-05, + 4.9385897375493727e-05, + 4.954911220729186e-05, + 4.9712836171099843e-05, + 4.987707074997188e-05, + 5.004181743093265e-05, + 5.020707770498697e-05, + 5.037285306712915e-05, + 5.053914501635269e-05, + 5.070595505566025e-05, + 5.087328469207195e-05, + 5.104113543663698e-05, + 5.120950880444093e-05, + 5.137840631461804e-05, + 5.1547829490358026e-05, + 5.1717779858918646e-05, + 5.188825895163275e-05, + 5.205926830392049e-05, + 5.223080945529664e-05, + 5.240288394938292e-05, + 5.257549333391522e-05, + 5.274863916075565e-05, + 5.2922322985900875e-05, + 5.309654636949277e-05, + 5.3271310875827805e-05, + 5.3446618073367385e-05, + 5.362246953474736e-05, + 5.3798866836788265e-05, + 5.397581156050519e-05, + 5.4153305291117623e-05, + 5.43313496180597e-05, + 5.450994613498994e-05, + 5.4689096439801516e-05, + 5.4868802134632124e-05, + 5.504906482587435e-05, + 5.522988612418533e-05, + 5.541126764449731e-05, + 5.559321100602752e-05, + 5.577571783228841e-05, + 5.5958789751097854e-05, + 5.6142428394589204e-05, + 5.632663539922185e-05, + 5.6511412405791064e-05, + 5.669676105943856e-05, + 5.688268300966256e-05, + 5.7069179910328245e-05, + 5.725625341967809e-05, + 5.744390520034208e-05, + 5.7632136919348194e-05, + 5.7820950248132736e-05, + 5.801034686255068e-05, + 5.8200328442886364e-05, + 5.839089667386355e-05, + 5.8582053244656184e-05, + 5.8773799848898785e-05, + 5.896613818469702e-05, + 5.9159069954638105e-05, + 5.935259686580153e-05, + 5.9546720629769415e-05, + 5.974144296263719e-05, + 5.993676558502486e-05, + 6.0132690222085974e-05, + 6.03292186035205e-05, + 6.052635246358321e-05, + 6.072409354109683e-05, + 6.092244357946004e-05, + 6.112140432666102e-05, + 6.132097753528556e-05, + 6.152116496253042e-05, + 6.172196837021156e-05, + 6.192338952477743e-05, + 6.212543019731755e-05, + 6.23280921635756e-05, + 6.2531377203958e-05, + 6.273528710354735e-05, + 6.293982365211066e-05, + 6.314498864411302e-05, + 6.335078387872588e-05, + 6.355721115984088e-05, + 6.376427229607805e-05, + 6.397196910079939e-05, + 6.418030339211766e-05, + 6.43892769929098e-05, + 6.459889173082557e-05, + 6.480914943830115e-05, + 6.502005195256777e-05, + 6.523160111566552e-05, + 6.544379877445233e-05, + 6.565664678061651e-05, + 6.587014699068731e-05, + 6.608430126604665e-05, + 6.629911147294009e-05, + 6.651457948248825e-05, + 6.673070717069832e-05, + 6.694749641847495e-05, + 6.716494911163219e-05, + 6.738306714090444e-05, + 6.760185240195809e-05, + 6.782130679540291e-05, + 6.804143222680354e-05, + 6.826223060669103e-05, + 6.848370385057406e-05, + 6.870585387895086e-05, + 6.892868261732068e-05, + 6.915219199619502e-05, + 6.937638395110968e-05, + 6.960126042263616e-05, + 6.982682335639336e-05, + 7.005307470305894e-05, + 7.028001641838207e-05, + 7.050765046319323e-05, + 7.073597880341835e-05, + 7.096500341008784e-05, + 7.119472625935143e-05, + 7.142514933248692e-05, + 7.165627461591479e-05, + 7.188810410120727e-05, + 7.212063978510331e-05, + 7.235388366951712e-05, + 7.258783776155341e-05, + 7.28225040735163e-05, + 7.305788462292396e-05, + 7.329398143251806e-05, + 7.35307965302785e-05, + 7.376833194943242e-05, + 7.400658972846942e-05, + 7.424557191115056e-05, + 7.44852805465235e-05, + 7.472571768893141e-05, + 7.496688539802859e-05, + 7.520878573878895e-05, + 7.545142078152203e-05, + 7.569479260188159e-05, + 7.593890328088092e-05, + 7.618375490490263e-05, + 7.642934956571289e-05, + 7.667568936047253e-05, + 7.692277639174987e-05, + 7.717061276753282e-05, + 7.741920060124145e-05, + 7.766854201174057e-05, + 7.791863912335168e-05, + 7.816949406586576e-05, + 7.842110897455583e-05, + 7.867348599018912e-05, + 7.892662725903983e-05, + 7.918053493290172e-05, + 7.943521116910048e-05, + 7.969065813050654e-05, + 7.994687798554753e-05, + 8.020387290822101e-05, + 8.046164507810713e-05, + 8.072019668038117e-05, + 8.097952990582663e-05, + 8.123964695084763e-05, + 8.150055001748181e-05, + 8.176224131341311e-05, + 8.202472305198439e-05, + 8.228799745221076e-05, + 8.255206673879191e-05, + 8.281693314212537e-05, + 8.308259889831911e-05, + 8.334906624920465e-05, + 8.361633744235029e-05, + 8.388441473107335e-05, + 8.4153300374454e-05, + 8.44229966373478e-05, + 8.469350579039862e-05, + 8.496483011005305e-05, + 8.523697187857096e-05, + 8.550993338404098e-05, + 8.57837169203925e-05, + 8.605832478740993e-05, + 8.633375929074379e-05, + 8.661002274192632e-05, + 8.688711745838287e-05, + 8.716504576344739e-05, + 8.744380998637232e-05, + 8.772341246234595e-05, + 8.800385553250202e-05, + 8.82851415439364e-05, + 8.856727284971752e-05, + 8.885025180890254e-05, + 8.913408078654811e-05, + 8.941876215372677e-05, + 8.970429828753704e-05, + 8.999069157112068e-05, + 9.027794439367322e-05, + 9.056605915045903e-05, + 9.085503824282444e-05, + 9.114488407821182e-05, + 9.143559907017256e-05, + 9.172718563838127e-05, + 9.201964620864958e-05, + 9.231298321293932e-05, + 9.260719908937657e-05, + 9.290229628226568e-05, + 9.319827724210275e-05, + 9.349514442558953e-05, + 9.379290029564722e-05, + 9.409154732143082e-05, + 9.43910879783422e-05, + 9.469152474804481e-05, + 9.499286011847718e-05, + 9.529509658386714e-05, + 9.559823664474583e-05, + 9.59022828079614e-05, + 9.620723758669357e-05, + 9.651310350046741e-05, + 9.681988307516752e-05, + 9.712757884305203e-05, + 9.743619334276718e-05, + 9.774572911936121e-05, + 9.805618872429822e-05, + 9.83675747154734e-05, + 9.867988965722641e-05, + 9.899313612035577e-05, + 9.930731668213375e-05, + 9.962243392632027e-05, + 9.993849044317727e-05, + 0.00010025548882948323, + 0.00010057343168854749, + 0.00010089232163022503, + 0.00010121216127093056, + 0.00010153295323365301, + 0.00010185470014797057, + 0.00010217740465006468, + 0.00010250106938273483, + 0.00010282569699541319, + 0.00010315129014417938, + 0.0001034778514917749, + 0.00010380538370761783, + 0.00010413388946781787, + 0.00010446337145519048, + 0.00010479383235927242, + 0.00010512527487633566, + 0.00010545770170940368, + 0.00010579111556826374, + 0.00010612551916948489, + 0.00010646091523643066, + 0.00010679730649927494, + 0.00010713469569501545, + 0.00010747308556749185, + 0.0001078124788673978, + 0.00010815287835229719, + 0.00010849428678663851, + 0.00010883670694177153, + 0.0001091801415959609, + 0.00010952459353440187, + 0.0001098700655492345, + 0.00011021656043956129, + 0.00011056408101145977, + 0.00011091263007799955, + 0.00011126221045925546, + 0.00011161282498232634, + 0.00011196447648134692, + 0.00011231716779750525, + 0.00011267090177905645, + 0.00011302568128134061, + 0.00011338150916679573, + 0.00011373838830497443, + 0.00011409632157255931, + 0.00011445531185337848, + 0.00011481536203842072, + 0.00011517647502585174, + 0.00011553865372102926, + 0.00011590190103651883, + 0.0001162662198921096, + 0.00011663161321482972, + 0.00011699808393896252, + 0.00011736563500606178, + 0.00011773426936496783, + 0.00011810398997182314, + 0.00011847479979008849, + 0.00011884670179055824, + 0.00011921969895137705, + 0.00011959379425805493, + 0.00011996899070348388, + 0.00012034529128795333, + 0.00012072269901916665, + 0.00012110121691225669, + 0.00012148084798980218, + 0.00012186159528184377, + 0.0001222434618259, + 0.00012262645066698344, + 0.00012301056485761698, + 0.00012339580745784993, + 0.00012378218153527524, + 0.00012416969016504267, + 0.00012455833642987992, + 0.00012494812342010367, + 0.000125339054233641, + 0.00012573113197604063, + 0.00012612435976049486, + 0.00012651874070785003, + 0.0001269142779466289, + 0.0001273109746130418, + 0.00012770883385100794, + 0.00012810785881216719, + 0.00012850805265590158, + 0.0001289094185493468, + 0.00012931195966741415, + 0.00012971567919280183, + 0.00013012058031601693, + 0.00013052666623538658, + 0.0001309339401570807, + 0.00013134240529512247, + 0.00013175206487141153, + 0.0001321629221157346, + 0.0001325749802657881, + 0.00013298824256718968, + 0.0001334027122735002, + 0.00013381839264623593, + 0.0001342352869548896, + 0.00013465339847694479, + 0.00013507273049789383, + 0.0001354932863112551, + 0.00013591506921858953, + 0.00013633808252951792, + 0.00013676232956173873, + 0.0001371878136410443, + 0.00013761453810133854, + 0.0001380425062846544, + 0.00013847172154117038, + 0.0001389021872292287, + 0.00013933390671535203, + 0.00013976688337426113, + 0.0001402011205888921, + 0.00014063662175041366, + 0.0001410733902582451, + 0.0001415114295200733, + 0.0001419507429518704, + 0.00014239133397791118, + 0.0001428332060307906, + 0.00014327636255144195, + 0.0001437208069891537, + 0.00014416654280158782, + 0.00014461357345479646, + 0.0001450619024232419, + 0.0001455115331898104, + 0.00014596246924583492, + 0.00014641471409110746, + 0.00014686827123390288, + 0.0001473231441909905, + 0.0001477793364876582, + 0.00014823685165772418, + 0.00014869569324356096, + 0.00014915586479610752, + 0.00014961736987489314, + 0.0001500802120480494, + 0.00015054439489233445, + 0.00015100992199314493, + 0.00015147679694454022, + 0.00015194502334925483, + 0.00015241460481872163, + 0.00015288554497308533, + 0.00015335784744122626, + 0.000153831515860772, + 0.00015430655387812302, + 0.00015478296514846352, + 0.000155260753335787, + 0.00015573992211290804, + 0.0001562204751614873, + 0.00015670241617204284, + 0.00015718574884397596, + 0.00015767047688558384, + 0.0001581566040140813, + 0.0001586441339556182, + 0.0001591330704452988, + 0.00015962341722719953, + 0.00016011517805438816, + 0.0001606083566889427, + 0.00016110295690196984, + 0.00016159898247362385, + 0.00016209643719312526, + 0.00016259532485877977, + 0.00016309564927799732, + 0.00016359741426731048, + 0.0001641006236523941, + 0.00016460528126808352, + 0.00016511139095839395, + 0.00016561895657653996, + 0.00016612798198495333, + 0.00016663847105530323, + 0.00016715042766851497, + 0.00016766385571478877, + 0.00016817875909361997, + 0.000168695141713817, + 0.0001692130074935213, + 0.00016973236036022652, + 0.00017025320425079798, + 0.00017077554311149172, + 0.000171299380897973, + 0.00017182472157533936, + 0.00017235156911813408, + 0.000172879927510371, + 0.00017340980074555075, + 0.0001739411928266833, + 0.0001744741077663032, + 0.0001750085495864934, + 0.00017554452231890216, + 0.00017608203000476526, + 0.0001766210766949216, + 0.00017716166644983733, + 0.0001777038033396225, + 0.00017824749144405388, + 0.00017879273485259012, + 0.00017933953766439666, + 0.0001798879039883617, + 0.00018043783794311974, + 0.00018098934365706686, + 0.00018154242526838613, + 0.00018209708692506192, + 0.0001826533327849056, + 0.00018321116701557093, + 0.00018377059379457683, + 0.00018433161730932668, + 0.00018489424175712835, + 0.00018545847134521462, + 0.00018602431029076372, + 0.000186591762820919, + 0.0001871608331728091, + 0.0001877315255935696, + 0.0001883038443403614, + 0.00018887779368039268, + 0.00018945337789093883, + 0.00019003060125936242, + 0.0001906094680831347, + 0.00019118998266985502, + 0.00019177214933727193, + 0.00019235597241330394, + 0.0001929414562360601, + 0.00019352860515386018, + 0.00019411742352525536, + 0.00019470791571904962, + 0.0001953000861143203, + 0.00019589393910043795, + 0.00019648947907708857, + 0.00019708671045429334, + 0.00019768563765242987, + 0.00019828626510225343, + 0.00019888859724491751, + 0.0001994926385319945, + 0.00020009839342549756, + 0.00020070586639790112, + 0.00020131506193216164, + 0.00020192598452173973, + 0.00020253863867061988, + 0.00020315302889333296, + 0.00020376915971497653, + 0.00020438703567123698, + 0.00020500666130840938, + 0.0002056280411834205, + 0.00020625117986384866, + 0.000206876081927946, + 0.00020750275196465955, + 0.00020813119457365297, + 0.00020876141436532714, + 0.000209393415960843, + 0.00021002720399214205, + 0.0002106627831019682, + 0.00021130015794388983, + 0.00021193933318232043, + 0.00021258031349254133, + 0.00021322310356072216, + 0.00021386770808394566, + 0.00021451413177022327, + 0.00021516237933852457, + 0.00021581245551879335, + 0.00021646436505197238, + 0.00021711811269002268, + 0.00021777370319594976, + 0.00021843114134382157, + 0.0002190904319187923, + 0.0002197515797171229, + 0.00022041458954620658, + 0.00022107946622458696, + 0.00022174621458198314, + 0.00022241483945930842, + 0.00022308534570869776, + 0.00022375773819352494, + 0.00022443202178842775, + 0.00022510820137932808, + 0.00022578628186345771, + 0.00022646626814937741, + 0.0002271481651570005, + 0.00022783197781761562, + 0.00022851771107390857, + 0.00022920536987998527, + 0.00022989495920139455, + 0.00023058648401515003, + 0.000231279949309753, + 0.00023197536008521548, + 0.00023267272135308207, + 0.0002333720381364536, + 0.00023407331547000933, + 0.0002347765584000297, + 0.00023548177198441932, + 0.00023618896129272974, + 0.0002368981314061826, + 0.00023760928741769192, + 0.0002383224344318879, + 0.00023903757756513894, + 0.00023975472194557606, + 0.00024047387271311385, + 0.00024119503501947623, + 0.00024191821402821638, + 0.00024264341491474353, + 0.0002433706428663431, + 0.0002440999030822011, + 0.0002448312007734281, + 0.0002455645411630811, + 0.00024629992948618784, + 0.00024703737098976996, + 0.0002477768709328675, + 0.0002485184345865577, + 0.00024926206723398714, + 0.0002500077741703846, + 0.0002507555607030948, + 0.00025150543215159295, + 0.00025225739384751724, + 0.00025301145113468265, + 0.0002537676093691155, + 0.00025452587391906577, + 0.00025528625016504224, + 0.00025604874349982533, + 0.00025681335932850103, + 0.0002575801030684751, + 0.00025834898014950717, + 0.0002591199960137236, + 0.0002598931561156522, + 0.00026066846592223675, + 0.00026144593091286975, + 0.0002622255565794074, + 0.0002630073484262029, + 0.0002637913119701233, + 0.00026457745274057783, + 0.0002653657762795388, + 0.0002661562881415703, + 0.0002669489938938484, + 0.00026774389911618865, + 0.0002685410094010647, + 0.0002693403303536418, + 0.0002701418675917933, + 0.00027094562674612844, + 0.00027175161346001644, + 0.0002725598333896111, + 0.00027337029220387453, + 0.00027418299558460297, + 0.0002749979492264508, + 0.0002758151588369546, + 0.00027663463013655903, + 0.00027745636885864115, + 0.0002782803807495339, + 0.0002791066715685532, + 0.0002799352470880209, + 0.0002807661130932905, + 0.0002815992753827721, + 0.0002824347397679564, + 0.00028327251207344137, + 0.00028411259813695565, + 0.0002849550038093841, + 0.0002857997349547934, + 0.0002866467974504566, + 0.00028749619718687863, + 0.00028834794006782046, + 0.0002892020320103259, + 0.0002900584789447474, + 0.0002909172868147668, + 0.00029177846157742637, + 0.0002926420092031507, + 0.0002935079356757749, + 0.0002943762469925646, + 0.00029524694916424984, + 0.00029612004821504066, + 0.0002969955501826628, + 0.00029787346111837367, + 0.00029875378708699667, + 0.0002996365341669385, + 0.00030052170845022404, + 0.00030140931604251127, + 0.00030229936306312943, + 0.0003031918556450913, + 0.00030408679993513247, + 0.00030498420209372484, + 0.0003058840682951143, + 0.0003067864047273341, + 0.00030769121759224426, + 0.00030859851310554486, + 0.0003095082974968128, + 0.00031042057700951867, + 0.00031133535790106137, + 0.00031225264644278787, + 0.00031317244892002167, + 0.00031409477163208956, + 0.00031501962089234767, + 0.00031594700302820645, + 0.0003168769243811591, + 0.00031780939130680587, + 0.0003187444101748825, + 0.0003196819873692844, + 0.0003206221292880954, + 0.00032156484234361217, + 0.00032251013296237264, + 0.0003234580075851813, + 0.0003244084726671359, + 0.00032536153467765537, + 0.0003263172001005044, + 0.00032727547543382195, + 0.0003282363671901479, + 0.00032919988189644873, + 0.0003301660260941446, + 0.0003311348063391372, + 0.0003321062292018365, + 0.00033308030126718614, + 0.0003340570291346919, + 0.0003350364194184494, + 0.0003360184787471671, + 0.00033700321376420214, + 0.0003379906311275747, + 0.00033898073751000663, + 0.0003399735395989424, + 0.000340969044096581, + 0.00034196725771989565, + 0.00034296818720066916, + 0.0003439718392855158, + 0.0003449782207359148, + 0.00034598733832822814, + 0.00034699919885373726, + 0.00034801380911866545, + 0.00034903117594420937, + 0.0003500513061665594, + 0.0003510742066369361, + 0.00035209988422161057, + 0.00035312834580193935, + 0.00035415959827438283, + 0.0003551936485505414, + 0.00035623050355717856, + 0.00035727017023625307, + 0.0003583126555449391, + 0.00035935796645566206, + 0.0003604061099561218, + 0.00036145709304932506, + 0.00036251092275360765, + 0.0003635676061026646, + 0.00036462715014558245, + 0.0003656895619468617, + 0.0003667548485864467, + 0.00036782301715975623, + 0.0003688940747777078, + 0.0003699680285667492, + 0.0003710448856688851, + 0.00037212465324170524, + 0.00037320733845841485, + 0.0003742929485078595, + 0.000375381490594557, + 0.00037647297193872426, + 0.00037756739977630514, + 0.00037866478135900063, + 0.00037976512395429687, + 0.0003808684348454924, + 0.0003819747213317296, + 0.00038308399072801996, + 0.0003841962503652759, + 0.00038531150759033744, + 0.00038642976976600255, + 0.0003875510442710547, + 0.0003886753385002924, + 0.0003898026598645583, + 0.00039093301579076707, + 0.00039206641372193594, + 0.0003932028611172127, + 0.000394342365451905, + 0.0003954849342175096, + 0.0003966305749217406, + 0.00039777929508856086, + 0.000398931102258208, + 0.00040008600398722653, + 0.0004012440078484954, + 0.00040240512143125887, + 0.00040356935234115305, + 0.0004047367082002393, + 0.00040590719664702966, + 0.0004070808253365194, + 0.00040825760194021363, + 0.0004094375341461625, + 0.00041062062965898093, + 0.0004118068961998881, + 0.0004129963415067313, + 0.00041418897333402044, + 0.00041538479945294973, + 0.00041658382765143447, + 0.0004177860657341424, + 0.00041899152152251437, + 0.00042020020285480475, + 0.00042141211758609995, + 0.00042262727358836194, + 0.00042384567875044686, + 0.00042506734097814156, + 0.0004262922681941865, + 0.00042752046833831754, + 0.0004287519493672847, + 0.0004299867192548893, + 0.000431224785992007, + 0.00043246615758662973, + 0.00043371084206388446, + 0.00043495884746606964, + 0.00043621018185268067, + 0.000437464853300449, + 0.0004387228699033637, + 0.000439984239772707, + 0.0004412489710370791, + 0.0004425170718424386, + 0.0004437885503521244, + 0.00044506341474688895, + 0.0004463416732249269, + 0.0004476233340019135, + 0.0004489084053110253, + 0.00045019689540297825, + 0.00045148881254605084, + 0.00045278416502612544, + 0.00045408296114671064, + 0.0004553852092289756, + 0.00045669091761177925, + 0.0004580000946517036, + 0.00045931274872308334, + 0.00046062888821803665, + 0.0004619485215464965, + 0.00046327165713624317, + 0.00046459830343293295, + 0.0004659284689001316, + 0.0004672621620193438, + 0.0004685993912900456, + 0.00046994016522971583, + 0.00047128449237386584, + 0.00047263238127607344, + 0.00047398384050801175, + 0.0004753388786594818, + 0.00047669750433844594, + 0.00047805972617105463, + 0.0004794255528016828, + 0.000480794992892959, + 0.00048216805512579623, + 0.0004835447481994292, + 0.000484925080831435, + 0.00048630906175777975, + 0.00048769669973283306, + 0.0004890880035294188, + 0.000490482981938827, + 0.0004918816437708671, + 0.0004932839978538779, + 0.0004946900530347797, + 0.0004960998181790894, + 0.0004975133021709667, + 0.0004989305139132325, + 0.000500351462327417, + 0.0005017761563537738, + 0.0005032046049513292, + 0.0005046368170979001, + 0.0005060728017901389, + 0.0005075125680435522, + 0.0005089561248925491, + 0.0005104034813904563, + 0.0005118546466095672, + 0.0005133096296411608, + 0.0005147684395955441, + 0.0005162310856020736, + 0.0005176975768092025, + 0.0005191679223845013, + 0.0005206421315146938, + 0.000522120213405693, + 0.0005236021772826288, + 0.0005250880323898852, + 0.0005265777879911298, + 0.0005280714533693489, + 0.0005295690378268783, + 0.0005310705506854376, + 0.0005325760012861638, + 0.0005340853989896417, + 0.0005355987531759401, + 0.0005371160732446415, + 0.0005386373686148785, + 0.0005401626487253635, + 0.0005416919230344253, + 0.00054322520102004, + 0.0005447624921798643, + 0.0005463038060312694, + 0.0005478491521113755, + 0.0005493985399770825, + 0.0005509519792051039, + 0.0005525094793920037, + 0.0005540710501542231, + 0.0005556367011281243, + 0.0005572064419700103, + 0.0005587802823561704, + 0.0005603582319829067, + 0.0005619403005665757, + 0.0005635264978436082, + 0.0005651168335705574, + 0.0005667113175241238, + 0.0005683099595011954, + 0.0005699127693188711, + 0.0005715197568145087, + 0.0005731309318457446, + 0.0005747463042905419, + 0.0005763658840472067, + 0.0005779896810344442, + 0.00057961770519137, + 0.0005812499664775634, + 0.0005828864748730852, + 0.0005845272403785288, + 0.000586172273015035, + 0.0005878215828243467, + 0.0005894751798688222, + 0.0005911330742314919, + 0.0005927952760160679, + 0.0005944617953470048, + 0.0005961326423695083, + 0.0005978078272495917, + 0.0005994873601740922, + 0.0006011712513507206, + 0.0006028595110080859, + 0.000604552149395732, + 0.0006062491767841756, + 0.0006079506034649366, + 0.0006096564397505753, + 0.0006113666959747266, + 0.0006130813824921344, + 0.0006148005096786865, + 0.0006165240879314489, + 0.0006182521276687026, + 0.0006199846393299761, + 0.0006217216333760815, + 0.0006234631202891492, + 0.0006252091105726627, + 0.0006269596147514954, + 0.0006287146433719417, + 0.0006304742070017567, + 0.0006322383162301882, + 0.0006340069816680127, + 0.0006357802139475718, + 0.0006375580237228056, + 0.0006393404216692867, + 0.0006411274184842652, + 0.0006429190248866865, + 0.0006447152516172426, + 0.0006465161094383984, + 0.0006483216091344378, + 0.0006501317615114801, + 0.0006519465773975352, + 0.0006537660676425277, + 0.0006555902431183419, + 0.0006574191147188416, + 0.0006592526933599226, + 0.000661090989979538, + 0.0006629340155377436, + 0.0006647817810167181, + 0.0006666342974208143, + 0.0006684915757765854, + 0.0006703536271328322, + 0.000672220462560619, + 0.0006740920931533318, + 0.0006759685300266973, + 0.0006778497843188336, + 0.0006797358671902704, + 0.0006816267898239971, + 0.0006835225634254944, + 0.000685423199222774, + 0.000687328708466406, + 0.0006892391024295638, + 0.0006911543924080607, + 0.0006930745897203779, + 0.0006949997057077117, + 0.0006969297517339949, + 0.0006988647391859535, + 0.000700804679473124, + 0.0007027495840279033, + 0.0007046994643055761, + 0.0007066543317843574, + 0.0007086141979654258, + 0.0007105790743729614, + 0.0007125489725541825, + 0.0007145239040793838, + 0.0007165038805419675, + 0.000718488913558488, + 0.0007204790147686817, + 0.0007224741958355085, + 0.0007244744684451854, + 0.0007264798443072274, + 0.0007284903351544785, + 0.0007305059527431551, + 0.0007325267088528783, + 0.0007345526152867127, + 0.000736583683871205, + 0.000738619926456417, + 0.0007406613549159672, + 0.000742707981147065, + 0.0007447598170705485, + 0.0007468168746309236, + 0.0007488791657963982, + 0.000750946702558922, + 0.0007530194969342227, + 0.0007550975609618433, + 0.0007571809067051792, + 0.000759269546251519, + 0.0007613634917120747, + 0.0007634627552220279, + 0.000765567348940561, + 0.0007676772850508965, + 0.000769792575760337, + 0.0007719132333002987, + 0.0007740392699263531, + 0.0007761706979182609, + 0.000778307529580012, + 0.0007804497772398676, + 0.0007825974532503859, + 0.000784750569988471, + 0.0007869091398554068, + 0.0007890731752769001, + 0.0007912426887031046, + 0.0007934176926086716, + 0.0007955981994927892, + 0.0007977842218792104, + 0.0007999757723162995, + 0.0008021728633770601, + 0.000804375507659191, + 0.0008065837177851053, + 0.0008087975064019823, + 0.0008110168861817915, + 0.0008132418698213508, + 0.0008154724700423487, + 0.0008177086995913867, + 0.0008199505712400168, + 0.0008221980977847878, + 0.0008244512920472732, + 0.0008267101668741174, + 0.0008289747351370623, + 0.0008312450097330069, + 0.0008335210035840261, + 0.0008358027296374189, + 0.000838090200865739, + 0.0008403834302668505, + 0.0008426824308639452, + 0.000844987215705598, + 0.0008472977978657914, + 0.0008496141904439718, + 0.000851936406565072, + 0.0008542644593795589, + 0.0008565983620634706, + 0.0008589381278184516, + 0.0008612837698717991, + 0.0008636353014764964, + 0.000865992735911252, + 0.0008683560864805418, + 0.0008707253665146466, + 0.0008731005893696903, + 0.0008754817684276796, + 0.000877868917096543, + 0.0008802620488101731, + 0.00088266117702846, + 0.0008850663152373362, + 0.0008874774769488125, + 0.0008898946757010165, + 0.000892317925058238, + 0.00089474723861096, + 0.0008971826299759042, + 0.0008996241127960687, + 0.0009020717007407684, + 0.0009045254075056698, + 0.000906985246812837, + 0.0009094512324107734, + 0.0009119233780744441, + 0.0009144016976053425, + 0.0009168862048315006, + 0.0009193769136075587, + 0.0009218738378147759, + 0.000924376991361098, + 0.0009268863881811682, + 0.0009294020422363962, + 0.000931923967514971, + 0.0009344521780319297, + 0.0009369866878291604, + 0.0009395275109754852, + 0.0009420746615666597, + 0.0009446281537254465, + 0.0009471880016016258, + 0.0009497542193720667, + 0.0009523268212407322, + 0.0009549058214387533, + 0.0009574912342244448, + 0.0009600830738833596, + 0.000962681354728315, + 0.000965286091099453, + 0.0009678972973642621, + 0.0009705149879176281, + 0.0009731391771818625, + 0.0009757698796067657, + 0.0009784071096696433, + 0.0009810508818753583, + 0.000983701210756372, + 0.0009863581108727787, + 0.0009890215968123535, + 0.0009916916831905868, + 0.0009943683846507267, + 0.0009970517158638232, + 0.0009997416915287622, + 0.001002438326372311, + 0.0010051416351491605, + 0.001007851632641959, + 0.00101056833366136, + 0.0010132917530460584, + 0.0010160219056628362, + 0.0010187588064065958, + 0.0010215024702004089, + 0.001024252911995552, + 0.0010270101467715518, + 0.0010297741895362198, + 0.0010325450553257012, + 0.001035322759204507, + 0.0010381073162655653, + 0.0010408987416302513, + 0.0010436970504484428, + 0.001046502257898542, + 0.001049314379187534, + 0.0010521334295510159, + 0.001054959424253256, + 0.0010577923785872031, + 0.001060632307874569, + 0.0010634792274658263, + 0.0010663331527402903, + 0.0010691940991061242, + 0.0010720620820004175, + 0.0010749371168891858, + 0.0010778192192674567, + 0.0010807084046592658, + 0.0010836046886177442, + 0.0010865080867251153, + 0.0010894186145927762, + 0.001092336287861307, + 0.0010952611222005409, + 0.0010981931333095723, + 0.0011011323369168407, + 0.0011040787487801268, + 0.0011070323846866378, + 0.001109993260453008, + 0.0011129613919253795, + 0.0011159367949794068, + 0.0011189194855203356, + 0.0011219094794830136, + 0.001124906792831948, + 0.0011279114415613449, + 0.0011309234416951501, + 0.001133942809287094, + 0.0011369695604207272, + 0.001140003711209471, + 0.0011430452777966493, + 0.0011460942763555414, + 0.001149150723089419, + 0.0011522146342315847, + 0.0011552860260454195, + 0.0011583649148244244, + 0.0011614513168922602, + 0.0011645452486027921, + 0.0011676467263401287, + 0.0011707557665186705, + 0.0011738723855831443, + 0.0011769966000086496, + 0.0011801284263007028, + 0.0011832678809952772, + 0.001186414980658843, + 0.001189569741888417, + 0.0011927321813115933, + 0.0011959023155866054, + 0.0011990801614023404, + 0.00120226573547841, + 0.0012054590545651713, + 0.0012086601354437906, + 0.0012118689949262595, + 0.0012150856498554614, + 0.0012183101171051982, + 0.0012215424135802525, + 0.0012247825562163995, + 0.0012280305619804786, + 0.0012312864478704194, + 0.0012345502309153028, + 0.0012378219281753713, + 0.0012411015567421078, + 0.0012443891337382495, + 0.0012476846763178598, + 0.0012509882016663375, + 0.0012542997270004886, + 0.0012576192695685497, + 0.0012609468466502525, + 0.001264282475556836, + 0.0012676261736311184, + 0.0012709779582475212, + 0.001274337846812133, + 0.001277705856762721, + 0.001281082005568801, + 0.0012844663107316762, + 0.0012878587897844713, + 0.0012912594602921788, + 0.0012946683398517072, + 0.0012980854460919165, + 0.0013015107966736692, + 0.0013049444092898686, + 0.001308386301665505, + 0.0013118364915576943, + 0.0013152949967557273, + 0.00131876183508111, + 0.0013222370243876067, + 0.0013257205825612814, + 0.0013292125275205491, + 0.0013327128772162083, + 0.0013362216496314943, + 0.001339738862782116, + 0.0013432645347163008, + 0.001346798683514843, + 0.001350341327291139, + 0.001353892484191239, + 0.0013574521723938842, + 0.0013610204101105522, + 0.0013645972155855047, + 0.0013681826070958314, + 0.0013717766029514781, + 0.0013753792214953131, + 0.001378990481103153, + 0.0013826104001838251, + 0.001386238997179187, + 0.0013898762905641877, + 0.0013935222988469065, + 0.0013971770405686054, + 0.001400840534303749, + 0.0014045127986600772, + 0.001408193852278624, + 0.0014118837138337923, + 0.0014155824020333557, + 0.001419289935618539, + 0.001423006333364046, + 0.0014267316140781107, + 0.0014304657966025256, + 0.0014342088998127059, + 0.0014379609426177177, + 0.0014417219439603406, + 0.0014454919228170863, + 0.001449270898198261, + 0.001453058889148004, + 0.0014568559147443395, + 0.001460661994099207, + 0.0014644771463585085, + 0.0014683013907021661, + 0.0014721347463441514, + 0.001475977232532537, + 0.0014798288685495264, + 0.0014836896737115326, + 0.0014875596673691825, + 0.001491438868907388, + 0.00149532729774537, + 0.0014992249733367289, + 0.001503131915169462, + 0.0015070481427660294, + 0.0015109736756833722, + 0.001514908533512993, + 0.0015188527358809692, + 0.0015228063024480137, + 0.0015267692529095053, + 0.0015307416069955545, + 0.0015347233844710288, + 0.0015387146051356094, + 0.0015427152888238156, + 0.0015467254554050868, + 0.0015507451247837873, + 0.0015547743168992773, + 0.0015588130517259346, + 0.0015628613492732315, + 0.0015669192295857458, + 0.0015709867127432296, + 0.0015750638188606362, + 0.0015791505680881781, + 0.0015832469806113664, + 0.001587353076651053, + 0.0015914688764634818, + 0.0015955944003403244, + 0.0015997296686087344, + 0.0016038747016313853, + 0.0016080295198065168, + 0.001612194143567985, + 0.0016163685933852962, + 0.0016205528897636616, + 0.0016247470532440378, + 0.0016289511044031734, + 0.0016331650638536476, + 0.0016373889522439307, + 0.0016416227902584053, + 0.001645866598617434, + 0.0016501203980773906, + 0.0016543842094307083, + 0.0016586580535059264, + 0.0016629419511677368, + 0.001667235923317027, + 0.0016715399908909091, + 0.0016758541748628014, + 0.0016801784962424413, + 0.0016845129760759412, + 0.0016888576354458264, + 0.0016932124954711029, + 0.0016975775773072764, + 0.0017019529021464084, + 0.0017063384912171533, + 0.0017107343657848254, + 0.001715140547151418, + 0.0017195570566556663, + 0.0017239839156730692, + 0.001728421145615977, + 0.0017328687679335894, + 0.001737326804112033, + 0.0017417952756743807, + 0.001746274204180729, + 0.0017507636112282178, + 0.0017552635184510809, + 0.0017597739475206872, + 0.0017642949201456097, + 0.0017688264580716384, + 0.001773368583081847, + 0.001777921316996623, + 0.0017824846816737313, + 0.0017870586990083438, + 0.0017916433909330937, + 0.0017962387794181092, + 0.001800844886471078, + 0.0018054617341372726, + 0.0018100893444996085, + 0.0018147277396786839, + 0.0018193769418328272, + 0.0018240369731581413, + 0.0018287078558885477, + 0.001833389612295838, + 0.001838082264689709, + 0.001842785835417816, + 0.0018475003468658156, + 0.0018522258214574141, + 0.001856962281654403, + 0.0018617097499567194, + 0.001866468248902479, + 0.0018712378010680238, + 0.0018760184290679772, + 0.0018808101555552728, + 0.0018856130032212162, + 0.001890426994795518, + 0.0018952521530463426, + 0.0019000885007803723, + 0.0019049360608428083, + 0.0019097948561174636, + 0.0019146649095267785, + 0.0019195462440318918, + 0.0019244388826326444, + 0.0019293428483676753, + 0.0019342581643144233, + 0.0019391848535892174, + 0.0019441229393472662, + 0.001949072444782753, + 0.0019540333931288563, + 0.001959005807657813, + 0.001963989711680929, + 0.0019689851285486677, + 0.001973992081650662, + 0.001979010594415797, + 0.0019840406903122, + 0.0019890823928473403, + 0.0019941357255680425, + 0.0019992007120605564, + 0.0020042773759505667, + 0.0020093657409032744, + 0.0020144658306234286, + 0.00201957766885537, + 0.0020247012793830656, + 0.002029836686030187, + 0.0020349839126601265, + 0.0020401429831760475, + 0.00204531392152094, + 0.00205049675167766, + 0.002055691497668974, + 0.0020608981835576086, + 0.0020661168334462914, + 0.0020713474714778002, + 0.002076590121835009, + 0.0020818448087409304, + 0.0020871115564587606, + 0.0020923903892919333, + 0.002097681331584152, + 0.002102984407719448, + 0.0021082996421222192, + 0.002113627059257276, + 0.002118966683629892, + 0.0021243185397858415, + 0.002129682652311453, + 0.0021350590458336484, + 0.002140447745019992, + 0.002145848774578739, + 0.0021512621592588723, + 0.002156687923850154, + 0.0021621260931831855, + 0.002167576692129412, + 0.0021730397456012113, + 0.002178515278551917, + 0.0021840033159758816, + 0.0021895038829084883, + 0.0021950170044262333, + 0.002200542705646747, + 0.0022060810117288717, + 0.002211631947872649, + 0.0022171955393194276, + 0.0022227718113518704, + 0.0022283607892940225, + 0.002233962498511333, + 0.00223957696441072, + 0.002245204212440608, + 0.0022508442680909888, + 0.002256497156893429, + 0.0022621629044211567, + 0.0022678415362890883, + 0.0022735330781538813, + 0.002279237555713962, + 0.002284954994709594, + 0.002290685420922905, + 0.00229642886017796, + 0.002302185338340773, + 0.0023079548813193566, + 0.002313737515063808, + 0.0023195332655663024, + 0.0023253421588611757, + 0.002331164221024932, + 0.002336999478176342, + 0.002342847956476446, + 0.0023487096821286084, + 0.002354584681378572, + 0.0023604729805144966, + 0.002366374605867019, + 0.0023722895838092658, + 0.002378217940756935, + 0.0023841597031683186, + 0.002390114897544364, + 0.0023960835504287, + 0.002402065688407698, + 0.0024080613381105113, + 0.0024140705262091287, + 0.002420093279418408, + 0.0024261296244961167, + 0.0024321795882430077, + 0.0024382431975028293, + 0.002444320479162391, + 0.0024504114601515982, + 0.002456516167443515, + 0.0024626346280543854, + 0.0024687668690436945, + 0.002474912917514207, + 0.002481072800612028, + 0.002487246545526627, + 0.0024934341794908862, + 0.0024996357297811644, + 0.002505851223717322, + 0.002512080688662781, + 0.0025183241520245502, + 0.002524581641253299, + 0.002530853183843382, + 0.0025371388073328898, + 0.002543438539303687, + 0.0025497524073814755, + 0.0025560804392358288, + 0.002562422662580231, + 0.0025687791051721247, + 0.0025751497948129694, + 0.002581534759348281, + 0.0025879340266676616, + 0.002594347624704855, + 0.0026007755814378033, + 0.0026072179248886828, + 0.002613674683123941, + 0.002620145884254342, + 0.0026266315564350364, + 0.002633131727865582, + 0.0026396464267899908, + 0.002646175681496775, + 0.0026527195203190105, + 0.00265927797163436, + 0.002665851063865121, + 0.0026724388254782774, + 0.0026790412849855426, + 0.0026856584709434145, + 0.002692290411953193, + 0.002698937136661048, + 0.002705598673758064, + 0.00271227505198028, + 0.002718966300108722, + 0.0027256724469694703, + 0.002732393521433695, + 0.0027391295524176905, + 0.0027458805688829434, + 0.0027526465998361435, + 0.00275942767432927, + 0.0027662238214596043, + 0.002773035070369786, + 0.0027798614502478544, + 0.0027867029903273052, + 0.0027935597198871192, + 0.002800431668251817, + 0.0028073188647914906, + 0.002814221338921875, + 0.00282113912010437, + 0.002828072237846083, + 0.0028350207216998845, + 0.002841984601264456, + 0.0028489639061843293, + 0.0028559586661499213, + 0.002862968910897582, + 0.0028699946702096654, + 0.002877035973914543, + 0.002884092851886652, + 0.002891165334046545, + 0.002898253450360948, + 0.00290535723084279, + 0.0029124767055512435, + 0.002919611904591768, + 0.0029267628581161756, + 0.00293392959632267, + 0.0029411121494558505, + 0.002948310547806816, + 0.002955524821713177, + 0.0029627550015590945, + 0.0029700011177753306, + 0.002977263200839313, + 0.0029845412812751584, + 0.002991835389653711, + 0.002999145556592594, + 0.0030064718127562713, + 0.0030138141888560745, + 0.0030211727156502317, + 0.0030285474239439445, + 0.0030359383445894075, + 0.003043345508485876, + 0.003050768946579675, + 0.0030582086898642757, + 0.0030656647693803212, + 0.003073137216215689, + 0.003080626061505503, + 0.0030881313364322068, + 0.0030956530722256017, + 0.003103191300162879, + 0.0031107460515686766, + 0.003118317357815104, + 0.003125905250321818, + 0.003133509760556039, + 0.0031411309200326015, + 0.0031487687603139955, + 0.0031564233130104277, + 0.003164094609779842, + 0.003171782682327978, + 0.003179487562408397, + 0.0031872092818225535, + 0.003194947872419824, + 0.0032027033660975367, + 0.003210475794801026, + 0.0032182651905236937, + 0.003226071585307034, + 0.003233895011240669, + 0.0032417355004623993, + 0.0032495930851582674, + 0.0032574677975625815, + 0.003265359669957948, + 0.0032732687346753286, + 0.0032811950240940963, + 0.003289138570642065, + 0.0032970994067955204, + 0.0033050775650792794, + 0.003313073078066733, + 0.003321085978379892, + 0.0033291162986894083, + 0.00333716407171464, + 0.003345229330223694, + 0.0033533121070334574, + 0.003361412435009645, + 0.0033695303470668383, + 0.003377665876168541, + 0.003385819055327214, + 0.003393989917604318, + 0.003402178496110337, + 0.0034103848240048694, + 0.0034186089344966203, + 0.003426850860843479, + 0.003435110636352527, + 0.003443388294380127, + 0.003451683868331921, + 0.0034599973916629046, + 0.0034683288978774388, + 0.0034766784205293266, + 0.0034850459932218385, + 0.0034934316496077426, + 0.003501835423389361, + 0.0035102573483186197, + 0.0035186974581970865, + 0.0035271557868759864, + 0.0035356323682562835, + 0.0035441272362887054, + 0.003552640424973777, + 0.0035611719683618656, + 0.003569721900553246, + 0.003578290255698113, + 0.003586877067996641, + 0.003595482371699005, + 0.003604106201105457, + 0.003612748590566344, + 0.003621409574482143, + 0.0036300891873035164, + 0.00363878746353136, + 0.0036475044377168395, + 0.0036562401444614097, + 0.003664994618416882, + 0.003673767894285466, + 0.003682560006819809, + 0.0036913709908230146, + 0.0037002008811487038, + 0.00370904971270107, + 0.0037179175204349, + 0.003726804339355605, + 0.0037357102045192958, + 0.00374463515103279, + 0.0037535792140536914, + 0.003762542428790377, + 0.0037715248305020908, + 0.003780526454498958, + 0.0037895473361420355, + 0.0037985875108433416, + 0.0038076470140659055, + 0.003816725881323811, + 0.003825824148182233, + 0.003834941850257476, + 0.0038440790232170128, + 0.003853235702779545, + 0.003862411924715011, + 0.003871607724844662, + 0.003880823139041059, + 0.0038900582032281687, + 0.0038993129533813563, + 0.003908587425527453, + 0.003917881655744775, + 0.003927195680163188, + 0.003936529534964139, + 0.0039458832563806865, + 0.003955256880697533, + 0.003964650444251107, + 0.003974063983429571, + 0.0039834975346728545, + 0.003992951134472703, + 0.004002424819372734, + 0.004011918625968474, + 0.004021432590907364, + 0.004030966750888824, + 0.004040521142664313, + 0.004050095803037345, + 0.00405969076886352, + 0.004069306077050573, + 0.0040789417645584304, + 0.00408859786839924, + 0.004098274425637383, + 0.004107971473389553, + 0.0041176890488247705, + 0.004127427189164448, + 0.004137185931682388, + 0.004146965313704861, + 0.004156765372610619, + 0.004166586145830971, + 0.004176427670849761, + 0.004186289985203463, + 0.004196173126481202, + 0.004206077132324782, + 0.004216002040428738, + 0.004225947888540365, + 0.004235914714459776, + 0.004245902556039907, + 0.00425591145118659, + 0.004265941437858562, + 0.004275992554067551, + 0.004286064837878238, + 0.004296158327408369, + 0.004306273060828763, + 0.0043164090763633395, + 0.00432656641228918, + 0.004336745106936536, + 0.004346945198688911, + 0.004357166725983059, + 0.004367409727309042, + 0.00437767424121025, + 0.004387960306283478, + 0.004398267961178916, + 0.004408597244600224, + 0.0044189481953045276, + 0.004429320852102522, + 0.004439715253858448, + 0.004450131439490152, + 0.0044605694479691186, + 0.004471029318320528, + 0.004481511089623278, + 0.00449201480101001, + 0.004502540491667151, + 0.004513088200834985, + 0.004523657967807652, + 0.0045342498319331905, + 0.004544863832613568, + 0.004555500009304757, + 0.0045661584015167424, + 0.0045768390488135436, + 0.004587541990813273, + 0.004598267267188181, + 0.0046090149176646784, + 0.0046197849820233654, + 0.004630577500099083, + 0.004641392511780938, + 0.004652230057012371, + 0.004663090175791132, + 0.004673972908169378, + 0.004684878294253666, + 0.004695806374205034, + 0.004706757188238975, + 0.004717730776625532, + 0.004728727179689305, + 0.00473974643780949, + 0.004750788591419919, + 0.004761853681009084, + 0.004772941747120198, + 0.004784052830351208, + 0.004795186971354838, + 0.00480634421083861, + 0.004817524589564927, + 0.004828728148351041, + 0.00483995492806915, + 0.004851204969646377, + 0.004862478314064854, + 0.004873775002361748, + 0.004885095075629256, + 0.004896438575014675, + 0.004907805541720452, + 0.0049191960170041895, + 0.004930610042178678, + 0.004942047658611937, + 0.004953508907727275, + 0.004964993831003301, + 0.004976502469973943, + 0.004988034866228506, + 0.004999591061411715, + 0.00501117109722373, + 0.0050227750154201705, + 0.005034402857812172, + 0.005046054666266442, + 0.005057730482705224, + 0.005069430349106374, + 0.0050811543075034256, + 0.005092902399985572, + 0.005104674668697715, + 0.005116471155840492, + 0.005128291903670345, + 0.005140136954499526, + 0.0051520063506961125, + 0.00516390013468407, + 0.0051758183489432836, + 0.0051877610360096, + 0.0051997282384748005, + 0.0052117199989867155, + 0.005223736360249207, + 0.005235777365022228, + 0.005247843056121821, + 0.005259933476420189, + 0.005272048668845702, + 0.005284188676382952, + 0.005296353542072763, + 0.005308543309012219, + 0.005320758020354744, + 0.0053329977193100776, + 0.00534526244914433, + 0.005357552253180017, + 0.005369867174796096, + 0.005382207257427987, + 0.0053945725445676135, + 0.005406963079763408, + 0.005419378906620394, + 0.005431820068800182, + 0.005444286610021003, + 0.00545677857405773, + 0.00546929600474195, + 0.0054818389459619695, + 0.005494407441662832, + 0.00550700153584635, + 0.005519621272571181, + 0.005532266695952824, + 0.005544937850163632, + 0.005557634779432864, + 0.005570357528046733, + 0.005583106140348428, + 0.005595880660738109, + 0.005608681133672968, + 0.005621507603667269, + 0.0056343601152923795, + 0.005647238713176744, + 0.005660143442005991, + 0.005673074346522915, + 0.005686031471527533, + 0.005699014861877081, + 0.0057120245624860825, + 0.005725060618326347, + 0.005738123074427037, + 0.005751211975874639, + 0.005764327367813048, + 0.00577746929544357, + 0.005790637804024974, + 0.005803832938873485, + 0.005817054745362831, + 0.005830303268924294, + 0.0058435785550467, + 0.005856880649276489, + 0.005870209597217677, + 0.005883565444531986, + 0.005896948236938779, + 0.005910358020215143, + 0.005923794840195871, + 0.0059372587427735535, + 0.005950749773898569, + 0.005964267979579097, + 0.005977813405881158, + 0.005991386098928671, + 0.0060049861049034665, + 0.006018613470045261, + 0.00603226824065178, + 0.006045950463078707, + 0.006059660183739743, + 0.006073397449106619, + 0.006087162305709164, + 0.00610095480013529, + 0.0061147749790310246, + 0.006128622889100526, + 0.006142498577106173, + 0.006156402089868537, + 0.006170333474266389, + 0.006184292777236774, + 0.006198280045775031, + 0.006212295326934815, + 0.006226338667828088, + 0.006240410115625183, + 0.006254509717554833, + 0.006268637520904198, + 0.006282793573018847, + 0.006296977921302818, + 0.0063111906132186715, + 0.0063254316962874715, + 0.006339701218088802, + 0.006353999226260852, + 0.0063683257685003694, + 0.006382680892562765, + 0.00639706464626205, + 0.006411477077470933, + 0.006425918234120801, + 0.00644038816420179, + 0.006454886915762732, + 0.006469414536911268, + 0.006483971075813825, + 0.006498556580695634, + 0.006513171099840788, + 0.006527814681592217, + 0.00654248737435178, + 0.00655718922658022, + 0.0065719202867972415, + 0.006586680603581483, + 0.006601470225570597, + 0.00661628920146124, + 0.0066311375800090985, + 0.0066460154100289005, + 0.006660922740394475, + 0.006675859620038764, + 0.006690826097953815, + 0.00670582222319081, + 0.006720848044860138, + 0.006735903612131387, + 0.006750988974233329, + 0.006766104180453983, + 0.0067812492801406525, + 0.006796424322699929, + 0.006811629357597683, + 0.006826864434359116, + 0.006842129602568819, + 0.006857424911870736, + 0.006872750411968182, + 0.006888106152623922, + 0.006903492183660146, + 0.00691890855495852, + 0.006934355316460163, + 0.0069498325181657165, + 0.006965340210135343, + 0.006980878442488762, + 0.006996447265405234, + 0.007012046729123626, + 0.007027676883942401, + 0.00704333778021967, + 0.007059029468373162, + 0.007074751998880298, + 0.007090505422278191, + 0.0071062897891636485, + 0.007122105150193226, + 0.0071379515560831925, + 0.007153829057609644, + 0.007169737705608413, + 0.007185677550975164, + 0.007201648644665384, + 0.007217651037694429, + 0.007233684781137479, + 0.007249749926129634, + 0.007265846523865895, + 0.00728197462560118, + 0.007298134282650356, + 0.007314325546388216, + 0.0073305484682496015, + 0.007346803099729292, + 0.007363089492382121, + 0.007379407697822917, + 0.0073957577677266064, + 0.007412139753828163, + 0.0074285537079226485, + 0.007444999681865227, + 0.007461477727571198, + 0.0074779878970160155, + 0.007494530242235262, + 0.007511104815324687, + 0.007527711668440279, + 0.007544350853798227, + 0.007561022423674914, + 0.00757772643040697, + 0.007594462926391322, + 0.007611231964085156, + 0.0076280335960059375, + 0.007644867874731444, + 0.007661734852899796, + 0.007678634583209461, + 0.007695567118419226, + 0.007712532511348286, + 0.007729530814876199, + 0.007746562081942972, + 0.007763626365548975, + 0.007780723718755048, + 0.007797854194682466, + 0.007815017846512996, + 0.007832214727488847, + 0.007849444890912752, + 0.007866708390147926, + 0.007884005278618149, + 0.007901335609807714, + 0.007918699437261444, + 0.007936096814584782, + 0.007953527795443704, + 0.007970992433564812, + 0.007988490782735289, + 0.008006022896802972, + 0.008023588829676315, + 0.008041188635324421, + 0.008058822367777043, + 0.00807649008112464, + 0.00809419182951835, + 0.008111927667169998, + 0.008129697648352112, + 0.00814750182739798, + 0.008165340258701623, + 0.008183212996717796, + 0.008201120095962005, + 0.008219061611010563, + 0.00823703759650058, + 0.008255048107129924, + 0.008273093197657287, + 0.008291172922902188, + 0.008309287337745008, + 0.008327436497126929, + 0.008345620456049982, + 0.008363839269577117, + 0.008382092992832138, + 0.008400381680999712, + 0.008418705389325435, + 0.008437064173115818, + 0.008455458087738264, + 0.008473887188621103, + 0.00849235153125364, + 0.008510851171186126, + 0.008529386164029741, + 0.00854795656545663, + 0.00856656243119996, + 0.008585203817053876, + 0.008603880778873483, + 0.008622593372574925, + 0.008641341654135347, + 0.008660125679592946, + 0.008678945505046907, + 0.008697801186657486, + 0.008716692780645978, + 0.008735620343294753, + 0.008754583930947224, + 0.008773583600007885, + 0.008792619406942313, + 0.008811691408277181, + 0.008830799660600271, + 0.008849944220560407, + 0.008869125144867606, + 0.008888342490292953, + 0.008907596313668682, + 0.00892688667188812, + 0.008946213621905803, + 0.008965577220737337, + 0.008984977525459544, + 0.009004414593210348, + 0.009023888481188866, + 0.009043399246655408, + 0.009062946946931414, + 0.009082531639399519, + 0.009102153381503567, + 0.009121812230748576, + 0.009141508244700773, + 0.009161241480987556, + 0.009181011997297565, + 0.009200819851380656, + 0.00922066510104788, + 0.009240547804171492, + 0.009260468018685018, + 0.009280425802583217, + 0.009300421213922026, + 0.009320454310818646, + 0.009340525151451536, + 0.009360633794060413, + 0.009380780296946185, + 0.009400964718471065, + 0.009421187117058482, + 0.009441447551193175, + 0.009461746079421076, + 0.009482082760349439, + 0.009502457652646741, + 0.009522870815042774, + 0.009543322306328553, + 0.009563812185356376, + 0.009584340511039844, + 0.009604907342353817, + 0.009625512738334419, + 0.009646156758079056, + 0.009666839460746444, + 0.009687560905556546, + 0.009708321151790641, + 0.009729120258791232, + 0.009749958285962191, + 0.009770835292768593, + 0.009791751338736865, + 0.009812706483454657, + 0.009833700786570952, + 0.009854734307796018, + 0.00987580710690136, + 0.009896919243719816, + 0.009918070778145499, + 0.009939261770133781, + 0.009960492279701331, + 0.009981762366926111, + 0.010003072091947342, + 0.010024421514965546, + 0.010045810696242484, + 0.010067239696101234, + 0.010088708574926148, + 0.01011021739316281, + 0.010131766211318087, + 0.010153355089960125, + 0.010174984089718363, + 0.01019665327128344, + 0.010218362695407268, + 0.010240112422903047, + 0.01026190251464523, + 0.010283733031569485, + 0.010305604034672726, + 0.010327515585013143, + 0.01034946774371016, + 0.010371460571944411, + 0.010393494130957744, + 0.01041556848205329, + 0.01043768368659539, + 0.01045983980600955, + 0.010482036901782529, + 0.010504275035462286, + 0.010526554268658015, + 0.010548874663040032, + 0.010571236280339905, + 0.010593639182350366, + 0.01061608343092534, + 0.010638569087979903, + 0.010661096215490313, + 0.010683664875494, + 0.010706275130089534, + 0.010728927041436645, + 0.010751620671756161, + 0.01077435608333012, + 0.010797133338501632, + 0.010819952499674953, + 0.010842813629315422, + 0.010865716789949516, + 0.010888662044164795, + 0.010911649454609918, + 0.010934679083994592, + 0.010957750995089627, + 0.010980865250726925, + 0.011004021913799386, + 0.011027221047260958, + 0.011050462714126671, + 0.01107374697747258, + 0.011097073900435718, + 0.011120443546214148, + 0.011143855978066932, + 0.011167311259314161, + 0.011190809453336833, + 0.011214350623576955, + 0.011237934833537501, + 0.011261562146782391, + 0.011285232626936462, + 0.011308946337685494, + 0.01133270334277618, + 0.011356503706016133, + 0.01138034749127382, + 0.01140423476247863, + 0.01142816558362078, + 0.011452140018751413, + 0.011476158131982439, + 0.011500219987486642, + 0.011524325649497616, + 0.011548475182309781, + 0.011572668650278336, + 0.011596906117819234, + 0.011621187649409278, + 0.011645513309585936, + 0.011669883162947465, + 0.01169429727415283, + 0.011718755707921752, + 0.011743258529034586, + 0.011767805802332418, + 0.011792397592716988, + 0.011817033965150705, + 0.011841714984656625, + 0.011866440716318372, + 0.011891211225280255, + 0.011916026576747146, + 0.011940886835984509, + 0.011965792068318324, + 0.011990742339135187, + 0.012015737713882186, + 0.01204077825806695, + 0.012065864037257552, + 0.01209099511708261, + 0.012116171563231205, + 0.012141393441452824, + 0.012166660817557375, + 0.012191973757415242, + 0.012217332326957181, + 0.012242736592174315, + 0.01226818661911809, + 0.012293682473900369, + 0.012319224222693307, + 0.012344811931729342, + 0.012370445667301213, + 0.012396125495761919, + 0.012421851483524765, + 0.012447623697063193, + 0.012473442202910884, + 0.012499307067661747, + 0.012525218357969848, + 0.012551176140549361, + 0.012577180482174618, + 0.012603231449680062, + 0.01262932910996025, + 0.012655473529969713, + 0.012681664776723148, + 0.01270790291729517, + 0.0127341880188205, + 0.01276052014849375, + 0.012786899373569542, + 0.01281332576136241, + 0.012839799379246827, + 0.012866320294657167, + 0.012892888575087613, + 0.012919504288092269, + 0.012946167501285029, + 0.012972878282339607, + 0.012999636698989438, + 0.013026442819027793, + 0.013053296710307635, + 0.013080198440741634, + 0.013107148078302114, + 0.013134145691021117, + 0.013161191346990299, + 0.013188285114360907, + 0.013215427061343748, + 0.013242617256209253, + 0.013269855767287366, + 0.013297142662967519, + 0.013324478011698606, + 0.013351861881989037, + 0.013379294342406634, + 0.013406775461578606, + 0.013434305308191513, + 0.013461883950991323, + 0.01348951145878333, + 0.013517187900432071, + 0.01354491334486137, + 0.013572687861054308, + 0.013600511518053214, + 0.013628384384959521, + 0.01365630653093388, + 0.013684278025196084, + 0.013712298937024973, + 0.013740369335758477, + 0.01376848929079359, + 0.013796658871586348, + 0.013824878147651699, + 0.013853147188563564, + 0.013881466063954842, + 0.013909834843517307, + 0.013938253597001562, + 0.013966722394217066, + 0.013995241305032102, + 0.01402381039937373, + 0.014052429747227717, + 0.014081099418638564, + 0.014109819483709436, + 0.014138590012602209, + 0.01416741107553729, + 0.014196282742793713, + 0.014225205084709088, + 0.014254178171679507, + 0.014283202074159571, + 0.01431227686266232, + 0.01434140260775924, + 0.014370579380080182, + 0.01439980725031339, + 0.014429086289205357, + 0.014458416567560955, + 0.014487798156243245, + 0.01451723112617355, + 0.014546715548331323, + 0.014576251493754223, + 0.014605839033538038, + 0.014635478238836555, + 0.014665169180861666, + 0.014694911930883252, + 0.014724706560229237, + 0.01475455314028537, + 0.014784451742495344, + 0.014814402438360762, + 0.014844405299441029, + 0.014874460397353323, + 0.014904567803772573, + 0.01493472759043147, + 0.01496493982912037, + 0.014995204591687244, + 0.015025521950037679, + 0.015055891976134833, + 0.015086314741999432, + 0.015116790319709625, + 0.015147318781401048, + 0.015177900199266741, + 0.015208534645557142, + 0.015239222192579975, + 0.01526996291270031, + 0.015300756878340411, + 0.01533160416197985, + 0.015362504836155269, + 0.01539345897346049, + 0.01542446664654646, + 0.015455527928121136, + 0.015486642890949507, + 0.015517811607853496, + 0.015549034151712002, + 0.015580310595460781, + 0.015611641012092463, + 0.015643025474656434, + 0.015674464056258886, + 0.015705956830062706, + 0.01573750386928747, + 0.01576910524720933, + 0.015800761037161114, + 0.015832471312532164, + 0.015864236146768258, + 0.01589605561337174, + 0.01592792978590129, + 0.01595985873797198, + 0.015991842543255187, + 0.016023881275478616, + 0.01605597500842615, + 0.01608812381593792, + 0.016120327771910123, + 0.016152586950295113, + 0.016184901425101317, + 0.016217271270393095, + 0.01624969656029079, + 0.016282177368970686, + 0.01631471377066495, + 0.016347305839661517, + 0.01637995365030407, + 0.016412657276992097, + 0.016445416794180743, + 0.016478232276380747, + 0.016511103798158407, + 0.016544031434135614, + 0.016577015258989757, + 0.01661005534745358, + 0.016643151774315253, + 0.016676304614418287, + 0.016709513942661503, + 0.016742779833998897, + 0.0167761023634397, + 0.016809481606048247, + 0.01684291763694402, + 0.016876410531301463, + 0.01690996036435005, + 0.016943567211374157, + 0.01697723114771309, + 0.017010952248760956, + 0.017044730589966597, + 0.017078566246833685, + 0.017112459294920477, + 0.017146409809839915, + 0.01718041786725943, + 0.01721448354290106, + 0.017248606912541254, + 0.01728278805201091, + 0.017317027037195197, + 0.01735132394403369, + 0.01738567884852018, + 0.01742009182670263, + 0.017454562954683114, + 0.01748909230861787, + 0.01752367996471715, + 0.017558325999245124, + 0.017593030488519915, + 0.01762779350891351, + 0.01766261513685174, + 0.017697495448814132, + 0.017732434521333888, + 0.01776743243099792, + 0.017802489254446732, + 0.017837605068374264, + 0.017872779949527944, + 0.01790801397470869, + 0.017943307220770713, + 0.017978659764621496, + 0.018014071683221812, + 0.018049543053585557, + 0.018085073952779796, + 0.018120664457924616, + 0.018156314646193137, + 0.018192024594811354, + 0.018227794381058274, + 0.01826362408226555, + 0.018299513775817743, + 0.018335463539152042, + 0.01837147344975831, + 0.01840754358517897, + 0.01844367402300894, + 0.018479864840895678, + 0.018516116116538927, + 0.01855242792769084, + 0.0185888003521558, + 0.018625233467790464, + 0.018661727352503547, + 0.0186982820842559, + 0.018734897741060397, + 0.018771574400981858, + 0.01880831214213701, + 0.01884511104269436, + 0.018881971180874264, + 0.018918892634948732, + 0.01895587548324142, + 0.018992919804127505, + 0.019030025676033797, + 0.01906719317743843, + 0.01910442238687099, + 0.019141713382912307, + 0.01917906624419452, + 0.019216481049400963, + 0.019253957877266015, + 0.01929149680657511, + 0.019329097916164713, + 0.01936676128492221, + 0.01940448699178577, + 0.019442275115744354, + 0.019480125735837673, + 0.019518038931156084, + 0.019556014780840483, + 0.019594053364082237, + 0.019632154760123248, + 0.019670319048255763, + 0.019708546307822254, + 0.01974683661821547, + 0.019785190058878313, + 0.019823606709303863, + 0.019862086649035063, + 0.019900629957664905, + 0.019939236714836224, + 0.01997790700024172, + 0.020016640893623747, + 0.020055438474774378, + 0.02009429982353525, + 0.02013322501979758, + 0.02017221414350194, + 0.020211267274638355, + 0.02025038449324612, + 0.020289565879413798, + 0.020328811513279074, + 0.020368121475028693, + 0.02040749584489849, + 0.020446934703173155, + 0.020486438130186333, + 0.020526006206320325, + 0.020565639012006295, + 0.02060533662772396, + 0.02064509913400162, + 0.020684926611416025, + 0.020724819140592408, + 0.020764776802204326, + 0.020804799676973552, + 0.020844887845670047, + 0.020885041389111927, + 0.020925260388165348, + 0.020965544923744348, + 0.021005895076810877, + 0.021046310928374688, + 0.021086792559493302, + 0.021127340051271818, + 0.02116795348486288, + 0.021208632941466684, + 0.02124937850233083, + 0.021290190248750212, + 0.021331068262066925, + 0.021372012623670413, + 0.021413023414997026, + 0.02145410071753016, + 0.02149524461280019, + 0.021536455182384368, + 0.021577732507906622, + 0.021619076671037577, + 0.021660487753494526, + 0.02170196583704128, + 0.021743511003488054, + 0.021785123334691403, + 0.021826802912554212, + 0.021868549819025574, + 0.02191036413610061, + 0.021952245945820546, + 0.0219941953302725, + 0.022036212371589543, + 0.022078297151950404, + 0.022120449753579564, + 0.022162670258747106, + 0.022204958749768727, + 0.022247315309005377, + 0.022289740018863503, + 0.02233223296179479, + 0.022374794220296104, + 0.022417423876909412, + 0.022460122014221626, + 0.022502888714864704, + 0.022545724061515372, + 0.022588628136895116, + 0.022631601023770046, + 0.022674642804950948, + 0.022717753563293013, + 0.02276093338169586, + 0.022804182343103406, + 0.02284750053050387, + 0.02289088802692946, + 0.02293434491545656, + 0.022977871279205513, + 0.023021467201340396, + 0.023065132765069246, + 0.023108868053643632, + 0.023152673150358846, + 0.02319654813855356, + 0.023240493101610013, + 0.023284508122953615, + 0.023328593286053155, + 0.023372748674420445, + 0.023416974371610454, + 0.023461270461220998, + 0.02350563702689288, + 0.02355007415230958, + 0.02359458192119735, + 0.02363916041732492, + 0.023683809724503638, + 0.023728529926587128, + 0.023773321107471452, + 0.023818183351094778, + 0.023863116741437488, + 0.023908121362521875, + 0.023953197298412283, + 0.023998344633214843, + 0.024043563451077367, + 0.024088853836189424, + 0.02413421587278204, + 0.02417964964512774, + 0.024225155237540392, + 0.024270732734375106, + 0.024316382220028205, + 0.024362103778937036, + 0.024407897495579898, + 0.024453763454475995, + 0.024499701740185332, + 0.024545712437308496, + 0.024591795630486756, + 0.024637951404401757, + 0.02468417984377562, + 0.02473048103337064, + 0.024776855057989412, + 0.024823302002474488, + 0.024869821951708518, + 0.02491641499061389, + 0.02496308120415295, + 0.02500982067732752, + 0.0250566334951792, + 0.025103519742788884, + 0.025150479505276997, + 0.025197512867803095, + 0.025244619915566032, + 0.025291800733803618, + 0.025339055407792733, + 0.025386384022849, + 0.02543378666432694, + 0.025481263417619582, + 0.02552881436815866, + 0.025576439601414192, + 0.025624139202894705, + 0.02567191325814682, + 0.025719761852755398, + 0.025767685072343276, + 0.02581568300257124, + 0.025863755729137867, + 0.02591190333777947, + 0.025960125914269952, + 0.026008423544420758, + 0.02605679631408068, + 0.026105244309135803, + 0.026153767615509426, + 0.02620236631916187, + 0.02625104050609048, + 0.026299790262329422, + 0.026348615673949596, + 0.0263975168270586, + 0.026446493807800522, + 0.026495546702355863, + 0.026544675596941486, + 0.026593880577810414, + 0.026643161731251783, + 0.026692519143590717, + 0.02674195290118821, + 0.02679146309044103, + 0.02684104979778159, + 0.02689071310967783, + 0.026940453112633177, + 0.026990269893186297, + 0.027040163537911166, + 0.027090134133416717, + 0.027140181766347044, + 0.02719030652338093, + 0.027240508491232072, + 0.0272907877566487, + 0.027341144406413657, + 0.027391578527344126, + 0.027442090206291694, + 0.027492679530142023, + 0.027543346585814973, + 0.027594091460264217, + 0.027644914240477467, + 0.027695815013475962, + 0.027746793866314737, + 0.027797850886082155, + 0.02784898615990016, + 0.02790019977492375, + 0.027951491818341275, + 0.028002862377373955, + 0.02805431153927604, + 0.0281058393913345, + 0.028157446020869083, + 0.02820913151523199, + 0.028260895961807957, + 0.028312739448014004, + 0.028364662061299388, + 0.028416663889145405, + 0.028468745019065392, + 0.028520905538604497, + 0.028573145535339586, + 0.028625465096879195, + 0.028677864310863305, + 0.028730343264963258, + 0.0287829020468817, + 0.028835540744352343, + 0.028888259445140008, + 0.02894105823704025, + 0.028993937207879572, + 0.029046896445514937, + 0.029099936037834, + 0.02915305607275465, + 0.029206256638225216, + 0.029259537822224017, + 0.02931289971275957, + 0.02936634239787012, + 0.029419865965623886, + 0.029473470504118526, + 0.029527156101481458, + 0.0295809228458693, + 0.02963477082546814, + 0.02968870012849305, + 0.029742710843188327, + 0.029796803057826952, + 0.0298509768607109, + 0.02990523234017063, + 0.029959569584565277, + 0.03001398868228223, + 0.030068489721737285, + 0.030123072791374272, + 0.03017773797966516, + 0.030232485375109672, + 0.030287315066235422, + 0.030342227141597577, + 0.030397221689778813, + 0.03045229879938929, + 0.030507458559066242, + 0.030562701057474193, + 0.0306180263833045, + 0.03067343462527551, + 0.0307289258721322, + 0.030784500212646244, + 0.030840157735615662, + 0.03089589852986492, + 0.03095172268424465, + 0.031007630287631538, + 0.03106362142892824, + 0.031119696197063198, + 0.031175854680990545, + 0.031232096969689958, + 0.031288423152166525, + 0.03134483331745063, + 0.03140132755459775, + 0.03145790595268843, + 0.031514568600828075, + 0.03157131558814683, + 0.03162814700379943, + 0.031685062936965144, + 0.03174206347684748, + 0.03179914871267431, + 0.03185631873369734, + 0.03191357362919247, + 0.03197091348845917, + 0.032028338400820776, + 0.032085848455623935, + 0.0321434437422389, + 0.03220112435005893, + 0.03225889036850068, + 0.032316741887003515, + 0.032374678995029826, + 0.03243270178206458, + 0.03249081033761541, + 0.03254900475121224, + 0.03260728511240746, + 0.03266565151077537, + 0.03272410403591253, + 0.03278264277743714, + 0.0328412678249893, + 0.03289997926823054, + 0.03295877719684398, + 0.0330176617005339, + 0.033076632869025915, + 0.03313569079206648, + 0.03319483555942305, + 0.03325406726088377, + 0.033313385986257396, + 0.03337279182537314, + 0.0334322848680805, + 0.03349186520424919, + 0.03355153292376887, + 0.03361128811654918, + 0.03367113087251942, + 0.03373106128162851, + 0.033791079433844816, + 0.03385118541915604, + 0.03391137932756902, + 0.03397166124910955, + 0.034032031273822476, + 0.03409248949177109, + 0.03415303599303756, + 0.03421367086772224, + 0.03427439420594397, + 0.03433520609783954, + 0.034396106633563954, + 0.03445709590328981, + 0.03451817399720766, + 0.034579341005525364, + 0.034640597018468444, + 0.03470194212627941, + 0.034763376419218076, + 0.034824899987561185, + 0.034886512921602164, + 0.03494821531165131, + 0.03501000724803519, + 0.03507188882109697, + 0.035133860121195834, + 0.035195921238707184, + 0.035258072264022174, + 0.03532031328754791, + 0.03538264439970689, + 0.03544506569093729, + 0.03550757725169242, + 0.035570179172440874, + 0.03563287154366612, + 0.035695654455866636, + 0.03575852799955542, + 0.03582149226526021, + 0.035884547343522935, + 0.03594769332489997, + 0.036010930299961545, + 0.036074258359292115, + 0.0361376775934896, + 0.0362011880931658, + 0.03626478994894583, + 0.03632848325146819, + 0.03639226809138453, + 0.03645614455935948, + 0.03652011274607055, + 0.03658417274220793, + 0.03664832463847436, + 0.03671256852558495, + 0.03677690449426702, + 0.03684133263525998, + 0.03690585303931517, + 0.036970465797195644, + 0.03703517099967603, + 0.03709996873754253, + 0.0371648591015924, + 0.03722984218263431, + 0.037294918071487555, + 0.03736008685898255, + 0.03742534863596011, + 0.03749070349327172, + 0.03755615152177903, + 0.03762169281235405, + 0.03768732745587857, + 0.03775305554324444, + 0.037818877165353, + 0.037884792413115306, + 0.03795080137745157, + 0.038016904149291424, + 0.038083100819573355, + 0.038149391479244885, + 0.03821577621926207, + 0.03828225513058971, + 0.03834882830420083, + 0.03841549583107686, + 0.03848225780220708, + 0.03854911430858892, + 0.03861606544122727, + 0.03868311129113485, + 0.0387502519493316, + 0.03881748750684484, + 0.03888481805470889, + 0.038952243683965, + 0.039019764485661204, + 0.03908738055085208, + 0.039155091970598625, + 0.039222898835968106, + 0.039290801238033926, + 0.03935879926787528, + 0.03942689301657725, + 0.03949508257523046, + 0.03956336803493085, + 0.03963174948677987, + 0.03970022702188369, + 0.03976880073135376, + 0.03983747070630606, + 0.0399062370378612, + 0.03997509981714421, + 0.04004405913528436, + 0.04011311508341498, + 0.04018226775267335, + 0.04025151723420041, + 0.0403208636191407, + 0.04039030699864224, + 0.04045984746385608, + 0.04052948510593655, + 0.04059922001604061, + 0.040669052285328224, + 0.040738982004961594, + 0.040809009266105575, + 0.040879134159926944, + 0.04094935677759476, + 0.0410196772102797, + 0.041090095549154326, + 0.041160611885392516, + 0.04123122631016968, + 0.04130193891466216, + 0.04137274979004756, + 0.04144365902750399, + 0.041514666718210455, + 0.04158577295334624, + 0.04165697782409109, + 0.04172828142162468, + 0.041799683837126816, + 0.041871185161776826, + 0.04194278548675393, + 0.04201448490323647, + 0.04208628350240225, + 0.042158181375427956, + 0.0422301786134893, + 0.04230227530776061, + 0.0423744715494148, + 0.04244676742962311, + 0.04251916303955492, + 0.04259165847037768, + 0.04266425381325662, + 0.04273694915935458, + 0.042809744599831945, + 0.04288264022584633, + 0.042955636128552424, + 0.043028732399101925, + 0.043101929128643225, + 0.043175226408321235, + 0.043248624329277424, + 0.04332212298264923, + 0.04339572245957035, + 0.04346942285117013, + 0.04354322424857377, + 0.04361712674290173, + 0.04369113042527003, + 0.04376523538678956, + 0.04383944171856638, + 0.043913749511701086, + 0.043988158857289086, + 0.04406266984641992, + 0.044137282570177606, + 0.04421199711963993, + 0.04428681358587877, + 0.04436173205995945, + 0.04443675263294094, + 0.044511875395875374, + 0.044587100439808104, + 0.04466242785577726, + 0.04473785773481394, + 0.04481339016794155, + 0.04488902524617606, + 0.044964763060525444, + 0.0450406037019899, + 0.0451165472615612, + 0.04519259383022293, + 0.04526874349895007, + 0.04534499635870875, + 0.045421352500456355, + 0.04549781201514095, + 0.04557437499370148, + 0.04565104152706723, + 0.04572781170615798, + 0.04580468562188341, + 0.045881663365143426, + 0.045958745026827445, + 0.0460359306978146, + 0.04611322046897336, + 0.046190614431161334, + 0.046268112675225195, + 0.046345715292000426, + 0.046423422372311104, + 0.046501234006969705, + 0.04657915028677704, + 0.04665717130252188, + 0.046735297144980925, + 0.04681352790491846, + 0.04689186367308631, + 0.046970304540223703, + 0.04704885059705664, + 0.04712750193429838, + 0.04720625864264864, + 0.04728512081279387, + 0.047364088535406614, + 0.04744316190114579, + 0.047522341000656006, + 0.047601625924567896, + 0.04768101676349737, + 0.04776051360804599, + 0.04784011654880021, + 0.047919825676331684, + 0.047999641081196684, + 0.04807956285393619, + 0.048159591085075455, + 0.048239725865124095, + 0.048319967284575535, + 0.04840031543390719, + 0.048480770403579905, + 0.04856133228403815, + 0.04864200116570937, + 0.04872277713900431, + 0.04880366029431628, + 0.04888465072202143, + 0.0489657485124782, + 0.04904695375602737, + 0.04912826654299172, + 0.04920968696367582, + 0.04929121510836602, + 0.04937285106732998, + 0.04945459493081669, + 0.049536446789056165, + 0.04961840673225927, + 0.04970047485061758, + 0.04978265123430301, + 0.04986493597346786, + 0.04994732915824438, + 0.05002983087874483, + 0.0501124412250609, + 0.05019516028726397, + 0.050277988155404525, + 0.0503609249195122, + 0.05044397066959538, + 0.05052712549564127, + 0.05061038948761533, + 0.05069376273546152, + 0.050777245329101536, + 0.05086083735843531, + 0.05094453891334002, + 0.05102835008367066, + 0.05111227095925917, + 0.05119630162991478, + 0.05128044218542334, + 0.05136469271554753, + 0.051449053310026374, + 0.05153352405857505, + 0.05161810505088498, + 0.05170279637662316, + 0.051787598125432426, + 0.051872510386930845, + 0.05195753325071188, + 0.05204266680634377, + 0.05212791114336983, + 0.05221326635130775, + 0.05229873251964976, + 0.05238430973786213, + 0.05246999809538537, + 0.052555797681633404, + 0.05264170858599406, + 0.05272773089782829, + 0.05281386470647043, + 0.052900110101227533, + 0.05298646717137961, + 0.05307293600617902, + 0.05315951669485061, + 0.053246209326591264, + 0.05333301399056983, + 0.05341993077592682, + 0.05350695977177428, + 0.05359410106719558, + 0.0536813547512451, + 0.05376872091294812, + 0.05385619964130063, + 0.053943791025269056, + 0.05403149515379004, + 0.054119312115770334, + 0.05420724200008647, + 0.054295284895584564, + 0.054383440891080326, + 0.05447171007535839, + 0.054560092537172665, + 0.05464858836524561, + 0.054737197648268454, + 0.05482592047490055, + 0.054914756933769716, + 0.055003707113471335, + 0.055092771102568924, + 0.055181948989593124, + 0.05527124086304219, + 0.05536064681138124, + 0.05545016692304252, + 0.055539801286424606, + 0.055629549989892904, + 0.05571941312177876, + 0.055809390770379774, + 0.05589948302395914, + 0.055989689970745916, + 0.056080011698934285, + 0.05617044829668386, + 0.05626099985211896, + 0.056351666453328945, + 0.05644244818836742, + 0.05653334514525254, + 0.05662435741196636, + 0.05671548507645504, + 0.0568067282266283, + 0.05689808695035932, + 0.05698956133548456, + 0.05708115146980353, + 0.05717285744107845, + 0.05726467933703428, + 0.05735661724535828, + 0.057448671253699915, + 0.057540841449670595, + 0.05763312792084345, + 0.05772553075475311, + 0.05781805003889565, + 0.05791068586072798, + 0.058003438307668125, + 0.05809630746709461, + 0.05818929342634647, + 0.058282396272722914, + 0.05837561609348319, + 0.058468952975846256, + 0.05856240700699073, + 0.05865597827405448, + 0.05874966686413457, + 0.058843472864286955, + 0.058937396361526256, + 0.059031437442825636, + 0.05912559619511631, + 0.05921987270528786, + 0.05931426706018733, + 0.05940877934661963, + 0.059503409651346796, + 0.05959815806108827, + 0.05969302466252023, + 0.05978800954227572, + 0.059883112786944075, + 0.05997833448307115, + 0.06007367471715859, + 0.06016913357566417, + 0.060264711145000906, + 0.060360407511537595, + 0.06045622276159786, + 0.06055215698146052, + 0.0606482102573589, + 0.06074438267548105, + 0.060840674321969074, + 0.060937085282919384, + 0.06103361564438191, + 0.06113026549236053, + 0.061227034912812194, + 0.061323923991647315, + 0.06142093281472901, + 0.061518061467873225, + 0.06161531003684847, + 0.061712678607375344, + 0.061810167265126614, + 0.06190777609572689, + 0.06200550518475232, + 0.062103354617730484, + 0.06220132448014008, + 0.062299414857410744, + 0.06239762583492278, + 0.062495957498007064, + 0.0625944099319446, + 0.06269298322196659, + 0.06279167745325384, + 0.06289049271093694, + 0.06298942908009558, + 0.06308848664575896, + 0.06318766549290467, + 0.0632869657064595, + 0.0633863873712983, + 0.06348593057224439, + 0.06358559539406887, + 0.06368538192149088, + 0.06378529023917681, + 0.0638853204317407, + 0.06398547258374329, + 0.06408574677969256, + 0.06418614310404283, + 0.06428666164119508, + 0.06438730247549622, + 0.06448806569123942, + 0.0645889513726632, + 0.06468995960395199, + 0.06479109046923509, + 0.06489234405258723, + 0.0649937204380276, + 0.06509521970952026, + 0.0651968419509734, + 0.06529858724623948, + 0.06540045567911498, + 0.06550244733333968, + 0.0656045622925972, + 0.06570680064051404, + 0.06580916246066001, + 0.06591164783654731, + 0.0660142568516311, + 0.06611698958930837, + 0.06621984613291858, + 0.06632282656574268, + 0.0664259309710035, + 0.06652915943186515, + 0.06663251203143283, + 0.06673598885275275, + 0.06683958997881166, + 0.06694331549253695, + 0.06704716547679608, + 0.06715114001439661, + 0.06725523918808576, + 0.06735946308055032, + 0.06746381177441645, + 0.06756828535224928, + 0.06767288389655277, + 0.06777760748976952, + 0.06788245621428061, + 0.06798743015240497, + 0.06809252938639977, + 0.0681977539984596, + 0.06830310407071671, + 0.06840857968524029, + 0.06851418092403683, + 0.06861990786904919, + 0.06872576060215718, + 0.06883173920517643, + 0.06893784375985904, + 0.06904407434789253, + 0.06915043105090041, + 0.06925691395044113, + 0.06936352312800859, + 0.06947025866503127, + 0.06957712064287264, + 0.06968410914283017, + 0.06979122424613594, + 0.06989846603395561, + 0.07000583458738882, + 0.07011332998746847, + 0.07022095231516093, + 0.07032870165136523, + 0.07043657807691361, + 0.0705445816725705, + 0.07065271251903281, + 0.07076097069692945, + 0.0708693562868212, + 0.07097786936920047, + 0.07108651002449087, + 0.07119527833304733, + 0.07130417437515552, + 0.07141319823103197, + 0.07152234998082337, + 0.07163162970460682, + 0.07174103748238925, + 0.07185057339410723, + 0.07196023751962714, + 0.07207002993874412, + 0.07217995073118282, + 0.07228999997659617, + 0.07240017775456609, + 0.07251048414460236, + 0.07262091922614326, + 0.0727314830785545, + 0.07284217578112966, + 0.07295299741308948, + 0.07306394805358203, + 0.07317502778168199, + 0.07328623667639086, + 0.07339757481663649, + 0.07350904228127286, + 0.07362063914908008, + 0.07373236549876362, + 0.07384422140895472, + 0.0739562069582095, + 0.07406832222500943, + 0.07418056728776042, + 0.07429294222479312, + 0.07440544711436213, + 0.07451808203464652, + 0.07463084706374867, + 0.07474374227969494, + 0.07485676776043464, + 0.07496992358384046, + 0.07508320982770761, + 0.07519662656975429, + 0.07531017388762061, + 0.07542385185886925, + 0.07553766056098433, + 0.07565160007137207, + 0.07576567046735963, + 0.07587987182619572, + 0.07599420422504975, + 0.07610866774101188, + 0.07622326245109275, + 0.07633798843222321, + 0.076452845761254, + 0.07656783451495565, + 0.07668295477001819, + 0.07679820660305084, + 0.07691359009058193, + 0.0770291053090585, + 0.07714475233484608, + 0.07726053124422862, + 0.0773764421134079, + 0.07749248501850388, + 0.07760866003555365, + 0.07772496724051205, + 0.07784140670925065, + 0.07795797851755817, + 0.07807468274113968, + 0.07819151945561693, + 0.07830848873652745, + 0.078425590659325, + 0.07854282529937867, + 0.07866019273197322, + 0.07877769303230858, + 0.07889532627549939, + 0.07901309253657501, + 0.07913099189047956, + 0.07924902441207105, + 0.0793671901761216, + 0.07948548925731685, + 0.07960392173025632, + 0.07972248766945245, + 0.07984118714933075, + 0.07996002024422955, + 0.08007898702839972, + 0.08019808757600427, + 0.08031732196111846, + 0.08043669025772915, + 0.08055619253973495, + 0.08067582888094549, + 0.0807955993550819, + 0.08091550403577563, + 0.08103554299656929, + 0.08115571631091528, + 0.08127602405217654, + 0.08139646629362574, + 0.08151704310844504, + 0.08163775456972605, + 0.0817586007504697, + 0.08187958172358567, + 0.08200069756189227, + 0.08212194833811615, + 0.08224333412489254, + 0.0823648549947642, + 0.08248651102018151, + 0.0826083022735028, + 0.08273022882699299, + 0.08285229075282463, + 0.08297448812307628, + 0.0830968210097337, + 0.08321928948468815, + 0.08334189361973748, + 0.08346463348658506, + 0.08358750915683999, + 0.08371052070201601, + 0.08383366819353272, + 0.08395695170271378, + 0.0840803713007881, + 0.08420392705888818, + 0.08432761904805125, + 0.08445144733921772, + 0.08457541200323204, + 0.08469951311084178, + 0.08482375073269777, + 0.08494812493935344, + 0.085072635801265, + 0.08519728338879112, + 0.08532206777219226, + 0.085446989021631, + 0.0855720472071716, + 0.08569724239877946, + 0.08582257466632154, + 0.08594804407956524, + 0.08607365070817902, + 0.08619939462173143, + 0.08632527588969147, + 0.08645129458142792, + 0.08657745076620943, + 0.08670374451320373, + 0.08683017589147829, + 0.08695674496999911, + 0.08708345181763116, + 0.08721029650313772, + 0.08733727909518058, + 0.087464399662319, + 0.0875916582730108, + 0.0877190549956105, + 0.08784658989837041, + 0.08797426304943956, + 0.08810207451686408, + 0.08823002436858635, + 0.08835811267244525, + 0.08848633949617557, + 0.08861470490740819, + 0.088743208973669, + 0.08887185176237983, + 0.08900063334085723, + 0.08912955377631276, + 0.08925861313585248, + 0.08938781148647695, + 0.08951714889508067, + 0.0896466254284522, + 0.08977624115327337, + 0.08990599613611988, + 0.09003589044346022, + 0.09016592414165608, + 0.09029609729696153, + 0.09042640997552331, + 0.09055686224337994, + 0.0906874541664624, + 0.09081818581059298, + 0.09094905724148555, + 0.0910800685247452, + 0.09121121972586793, + 0.09134251091024043, + 0.0914739421431402, + 0.09160551348973434, + 0.09173722501508058, + 0.09186907678412609, + 0.09200106886170745, + 0.09213320131255093, + 0.09226547420127129, + 0.09239788759237255, + 0.09253044155024692, + 0.0926631361391752, + 0.09279597142332591, + 0.09292894746675578, + 0.09306206433340869, + 0.09319532208711628, + 0.09332872079159693, + 0.09346226051045614, + 0.09359594130718579, + 0.09372976324516435, + 0.09386372638765611, + 0.09399783079781165, + 0.09413207653866668, + 0.0942664636731429, + 0.09440099226404658, + 0.0945356623740694, + 0.0946704740657871, + 0.09480542740166081, + 0.09494052244403495, + 0.09507575925513834, + 0.09521113789708313, + 0.09534665843186563, + 0.0954823209213645, + 0.0956181254273421, + 0.09575407201144326, + 0.09589016073519513, + 0.09602639166000743, + 0.09616276484717184, + 0.09629928035786156, + 0.09643593825313168, + 0.09657273859391818, + 0.09670968144103864, + 0.096846766855191, + 0.09698399489695392, + 0.0971213656267863, + 0.09725887910502745, + 0.09739653539189602, + 0.09753433454749089, + 0.09767227663178968, + 0.09781036170464963, + 0.09794858982580662, + 0.0980869610548753, + 0.09822547545134858, + 0.09836413307459763, + 0.09850293398387161, + 0.09864187823829729, + 0.09878096589687896, + 0.09892019701849786, + 0.09905957166191265, + 0.09919908988575848, + 0.09933875174854667, + 0.09947855730866562, + 0.09961850662437871, + 0.09975859975382595, + 0.09989883675502242, + 0.1000392176858586, + 0.10017974260410006, + 0.10032041156738719, + 0.10046122463323492, + 0.10060218185903258, + 0.10074328330204341, + 0.1008845290194047, + 0.10102591906812736, + 0.1011674535050956, + 0.10130913238706662, + 0.10145095577067098, + 0.1015929237124113, + 0.10173503626866331, + 0.10187729349567431, + 0.10201969544956402, + 0.10216224218632336, + 0.10230493376181521, + 0.10244777023177354, + 0.10259075165180315, + 0.10273387807737994, + 0.10287714956384986, + 0.10302056616642957, + 0.10316412794020552, + 0.10330783494013418, + 0.10345168722104137, + 0.10359568483762249, + 0.10373982784444158, + 0.10388411629593225, + 0.10402855024639623, + 0.1041731297500037, + 0.10431785486079292, + 0.1044627256326704, + 0.1046077421194101, + 0.1047529043746534, + 0.10489821245190878, + 0.10504366640455204, + 0.10518926628582537, + 0.10533501214883773, + 0.10548090404656402, + 0.10562694203184558, + 0.10577312615738904, + 0.10591945647576712, + 0.10606593303941725, + 0.1062125559006426, + 0.10635932511161061, + 0.10650624072435388, + 0.10665330279076884, + 0.10680051136261648, + 0.10694786649152138, + 0.10709536822897209, + 0.10724301662632035, + 0.10739081173478127, + 0.10753875360543286, + 0.10768684228921588, + 0.10783507783693341, + 0.10798346029925132, + 0.10813198972669674, + 0.10828066616965942, + 0.10842948967838989, + 0.10857846030300078, + 0.10872757809346517, + 0.10887684309961737, + 0.10902625537115213, + 0.10917581495762485, + 0.10932552190845074, + 0.10947537627290538, + 0.10962537810012352, + 0.10977552743909985, + 0.10992582433868808, + 0.11007626884760102, + 0.1102268610144101, + 0.11037760088754539, + 0.11052848851529518, + 0.11067952394580616, + 0.11083070722708227, + 0.11098203840698573, + 0.11113351753323558, + 0.1112851446534085, + 0.11143691981493742, + 0.11158884306511274, + 0.11174091445108086, + 0.11189313401984452, + 0.11204550181826228, + 0.11219801789304895, + 0.1123506822907741, + 0.11250349505786339, + 0.11265645624059706, + 0.11280956588511065, + 0.1129628240373936, + 0.11311623074329052, + 0.11326978604849941, + 0.11342348999857305, + 0.11357734263891722, + 0.11373134401479151, + 0.11388549417130872, + 0.11403979315343438, + 0.11419424100598746, + 0.11434883777363869, + 0.11450358350091172, + 0.11465847823218195, + 0.114813522011677, + 0.11496871488347571, + 0.11512405689150873, + 0.11527954807955754, + 0.11543518849125506, + 0.11559097817008429, + 0.11574691715937963, + 0.11590300550232474, + 0.11605924324195416, + 0.11621563042115168, + 0.11637216708265136, + 0.11652885326903589, + 0.11668568902273768, + 0.11684267438603768, + 0.11699980940106602, + 0.11715709410980074, + 0.11731452855406843, + 0.11747211277554381, + 0.11762984681574917, + 0.11778773071605447, + 0.11794576451767713, + 0.11810394826168163, + 0.11826228198897926, + 0.118420765740328, + 0.11857939955633245, + 0.11873818347744342, + 0.11889711754395749, + 0.11905620179601734, + 0.11921543627361098, + 0.11937482101657199, + 0.11953435606457885, + 0.11969404145715495, + 0.11985387723366864, + 0.12001386343333226, + 0.12017400009520302, + 0.12033428725818146, + 0.12049472496101232, + 0.12065531324228379, + 0.12081605214042745, + 0.12097694169371787, + 0.12113798194027281, + 0.12129917291805242, + 0.12146051466485958, + 0.12162200721833899, + 0.12178365061597796, + 0.12194544489510512, + 0.12210739009289096, + 0.1222694862463472, + 0.12243173339232671, + 0.12259413156752347, + 0.12275668080847196, + 0.12291938115154699, + 0.12308223263296447, + 0.12324523528877906, + 0.12340838915488661, + 0.12357169426702164, + 0.12373515066075846, + 0.12389875837151038, + 0.12406251743453, + 0.12422642788490823, + 0.124390489757575, + 0.12455470308729816, + 0.12471906790868392, + 0.12488358425617613, + 0.12504825216405657, + 0.1252130716664444, + 0.12537804279729586, + 0.12554316559040446, + 0.12570844007940019, + 0.12587386629775016, + 0.12603944427875735, + 0.12620517405556125, + 0.126371055661137, + 0.1265370891282958, + 0.12670327448968405, + 0.12686961177778378, + 0.12703610102491192, + 0.12720274226322043, + 0.1273695355246957, + 0.12753648084115893, + 0.12770357824426531, + 0.127870827765504, + 0.1280382294361983, + 0.1282057832875051, + 0.12837348935041415, + 0.1285413476557492, + 0.12870935823416635, + 0.12887752111615491, + 0.1290458363320362, + 0.12921430391196453, + 0.12938292388592604, + 0.1295516962837388, + 0.1297206211350525, + 0.12988969846934884, + 0.13005892831593996, + 0.1302283107039699, + 0.1303978456624133, + 0.13056753322007547, + 0.13073737340559216, + 0.13090736624742944, + 0.13107751177388333, + 0.13124781001307995, + 0.1314182609929747, + 0.13158886474135295, + 0.1317596212858287, + 0.13193053065384536, + 0.13210159287267503, + 0.1322728079694186, + 0.13244417597100494, + 0.13261569690419162, + 0.13278737079556396, + 0.13295919767153513, + 0.1331311775583458, + 0.13330331048206423, + 0.13347559646858564, + 0.1336480355436323, + 0.13382062773275327, + 0.1339933730613243, + 0.13416627155454725, + 0.13433932323745046, + 0.134512528134888, + 0.13468588627153988, + 0.1348593976719114, + 0.13503306236033363, + 0.13520688036096223, + 0.13538085169777858, + 0.13555497639458802, + 0.1357292544750211, + 0.13590368596253227, + 0.13607827088040053, + 0.1362530092517284, + 0.13642790109944258, + 0.136602946446293, + 0.13677814531485322, + 0.13695349772751975, + 0.13712900370651226, + 0.13730466327387297, + 0.13748047645146694, + 0.1376564432609813, + 0.1378325637239256, + 0.13800883786163126, + 0.13818526569525158, + 0.13836184724576117, + 0.1385385825339564, + 0.13871547158045472, + 0.1388925144056944, + 0.1390697110299347, + 0.1392470614732555, + 0.139424565755557, + 0.13960222389655957, + 0.1397800359158039, + 0.13995800183265006, + 0.1401361216662783, + 0.1403143954356878, + 0.14049282315969752, + 0.1406714048569449, + 0.14085014054588674, + 0.14102903024479824, + 0.14120807397177337, + 0.14138727174472393, + 0.14156662358138045, + 0.14174612949929077, + 0.14192578951582085, + 0.1421056036481541, + 0.14228557191329116, + 0.14246569432804995, + 0.1426459709090654, + 0.14282640167278904, + 0.14300698663548922, + 0.1431877258132504, + 0.14336861922197364, + 0.14354966687737558, + 0.14373086879498914, + 0.1439122249901626, + 0.14409373547805993, + 0.1442754002736601, + 0.14445721939175749, + 0.14463919284696103, + 0.14482132065369485, + 0.14500360282619718, + 0.14518603937852076, + 0.14536863032453262, + 0.1455513756779137, + 0.1457342754521586, + 0.1459173296605759, + 0.1461005383162871, + 0.14628390143222747, + 0.14646741902114496, + 0.14665109109560076, + 0.1468349176679684, + 0.14701889875043428, + 0.14720303435499688, + 0.1473873244934671, + 0.14757176917746745, + 0.14775636841843282, + 0.14794112222760908, + 0.148126030616054, + 0.14831109359463646, + 0.1484963111740364, + 0.14868168336474474, + 0.14886721017706317, + 0.1490528916211038, + 0.14923872770678925, + 0.14942471844385213, + 0.14961086384183542, + 0.14979716391009162, + 0.1499836186577831, + 0.15017022809388159, + 0.15035699222716836, + 0.15054391106623338, + 0.1507309846194762, + 0.15091821289510465, + 0.15110559590113565, + 0.15129313364539382, + 0.15148082613551306, + 0.15166867337893447, + 0.1518566753829077, + 0.15204483215448983, + 0.15223314370054564, + 0.15242161002774723, + 0.152610231142574, + 0.1527990070513126, + 0.1529879377600562, + 0.15317702327470517, + 0.1533662636009659, + 0.15355565874435173, + 0.15374520871018177, + 0.15393491350358157, + 0.15412477312948208, + 0.15431478759262046, + 0.15450495689753924, + 0.15469528104858626, + 0.1548857600499146, + 0.15507639390548245, + 0.1552671826190528, + 0.15545812619419358, + 0.15564922463427688, + 0.15584047794247968, + 0.15603188612178254, + 0.15622344917497072, + 0.15641516710463305, + 0.1566070399131621, + 0.15679906760275408, + 0.1569912501754086, + 0.15718358763292833, + 0.15737607997691955, + 0.15756872720879067, + 0.15776152932975346, + 0.15795448634082215, + 0.15814759824281333, + 0.1583408650363458, + 0.15853428672184078, + 0.158727863299521, + 0.15892159476941142, + 0.15911548113133833, + 0.15930952238492962, + 0.15950371852961448, + 0.15969806956462346, + 0.15989257548898766, + 0.1600872363015397, + 0.16028205200091206, + 0.16047702258553848, + 0.1606721480536527, + 0.16086742840328905, + 0.16106286363228117, + 0.1612584537382637, + 0.16145419871866995, + 0.1616500985707338, + 0.16184615329148794, + 0.16204236287776463, + 0.1622387273261951, + 0.1624352466332099, + 0.16263192079503808, + 0.16282874980770762, + 0.16302573366704493, + 0.163222872368675, + 0.16342016590802055, + 0.16361761428030325, + 0.16381521748054184, + 0.16401297550355348, + 0.1642108883439526, + 0.1644089559961514, + 0.16460717845435907, + 0.1648055557125827, + 0.16500408776462544, + 0.16520277460408833, + 0.16540161622436844, + 0.16560061261866005, + 0.1657997637799533, + 0.16599906970103528, + 0.16619853037448884, + 0.16639814579269296, + 0.16659791594782258, + 0.16679784083184845, + 0.16699792043653677, + 0.16719815475344935, + 0.16739854377394336, + 0.16759908748917085, + 0.16779978589007938, + 0.16800063896741102, + 0.16820164671170273, + 0.16840280911328614, + 0.16860412616228748, + 0.16880559784862698, + 0.16900722416201946, + 0.1692090050919734, + 0.16941094062779177, + 0.16961303075857065, + 0.1698152754732004, + 0.17001767476036433, + 0.17022022860853986, + 0.17042293700599676, + 0.1706257999407988, + 0.1708288174008019, + 0.17103198937365566, + 0.17123531584680157, + 0.17143879680747443, + 0.17164243224270076, + 0.1718462221393, + 0.1720501664838835, + 0.17225426526285476, + 0.1724585184624089, + 0.17266292606853334, + 0.17286748806700658, + 0.17307220444339905, + 0.17327707518307245, + 0.17348210027117977, + 0.17368727969266495, + 0.17389261343226325, + 0.1740981014745004, + 0.17430374380369357, + 0.17450954040394956, + 0.17471549125916663, + 0.17492159635303273, + 0.17512785566902656, + 0.17533426919041645, + 0.17554083690026118, + 0.17574755878140907, + 0.17595443481649842, + 0.17616146498795687, + 0.17636864927800205, + 0.1765759876686402, + 0.17678348014166767, + 0.17699112667866934, + 0.17719892726101943, + 0.17740688186988063, + 0.17761499048620516, + 0.17782325309073305, + 0.17803166966399342, + 0.17824024018630347, + 0.1784489646377691, + 0.1786578429982838, + 0.17886687524752987, + 0.17907606136497672, + 0.1792854013298823, + 0.17949489512129174, + 0.1797045427180382, + 0.17991434409874185, + 0.18012429924181073, + 0.18033440812543966, + 0.1805446707276111, + 0.18075508702609389, + 0.1809656569984444, + 0.18117638062200542, + 0.18138725787390653, + 0.18159828873106382, + 0.18180947317018004, + 0.18202081116774393, + 0.182232302700031, + 0.18244394774310213, + 0.18265574627280518, + 0.18286769826477284, + 0.18307980369442467, + 0.18329206253696528, + 0.18350447476738474, + 0.18371704036045927, + 0.18392975929074978, + 0.18414263153260285, + 0.18435565706015006, + 0.18456883584730815, + 0.18478216786777862, + 0.18499565309504817, + 0.18520929150238769, + 0.18542308306285343, + 0.18563702774928553, + 0.185851125534309, + 0.18606537639033283, + 0.1862797802895506, + 0.18649433720393976, + 0.18670904710526198, + 0.18692390996506258, + 0.18713892575467117, + 0.18735409444520057, + 0.18756941600754767, + 0.1877848904123926, + 0.1880005176301992, + 0.18821629763121434, + 0.18843223038546847, + 0.1886483158627748, + 0.18886455403273017, + 0.1890809448647136, + 0.18929748832788784, + 0.1895141843911976, + 0.18973103302337102, + 0.18994803419291806, + 0.19016518786813197, + 0.19038249401708768, + 0.19059995260764295, + 0.19081756360743757, + 0.19103532698389336, + 0.19125324270421412, + 0.19147131073538615, + 0.1916895310441769, + 0.19190790359713605, + 0.19212642836059463, + 0.1923451053006658, + 0.19256393438324343, + 0.19278291557400368, + 0.19300204883840322, + 0.19322133414168075, + 0.19344077144885558, + 0.19366036072472836, + 0.19388010193388056, + 0.19409999504067477, + 0.19432004000925412, + 0.19454023680354304, + 0.1947605853872459, + 0.1949810857238482, + 0.19520173777661565, + 0.19542254150859462, + 0.1956434968826115, + 0.1958646038612734, + 0.19608586240696707, + 0.19630727248185986, + 0.19652883404789878, + 0.19675054706681105, + 0.19697241150010353, + 0.19719442730906328, + 0.19741659445475646, + 0.19763891289802948, + 0.1978613825995078, + 0.19808400351959693, + 0.1983067756184812, + 0.19852969885612493, + 0.19875277319227103, + 0.19897599858644222, + 0.19919937499794, + 0.19942290238584504, + 0.19964658070901703, + 0.19987040992609445, + 0.20009438999549484, + 0.20031852087541424, + 0.20054280252382772, + 0.20076723489848863, + 0.2009918179569294, + 0.20121655165646019, + 0.20144143595417063, + 0.20166647080692768, + 0.2018916561713775, + 0.2021169920039439, + 0.20234247826082913, + 0.2025681148980133, + 0.20279390187125507, + 0.20301983913609056, + 0.20324592664783425, + 0.20347216436157806, + 0.20369855223219213, + 0.20392509021432392, + 0.20415177826239922, + 0.20437861633062054, + 0.20460560437296882, + 0.20483274234320176, + 0.20506003019485525, + 0.20528746788124191, + 0.20551505535545223, + 0.2057427925703535, + 0.20597067947859055, + 0.20619871603258516, + 0.2064269021845367, + 0.2066552378864207, + 0.20688372308999076, + 0.20711235774677644, + 0.20734114180808494, + 0.20757007522499976, + 0.20779915794838166, + 0.20802838992886785, + 0.20825777111687221, + 0.20848730146258543, + 0.20871698091597485, + 0.20894680942678384, + 0.2091767869445329, + 0.20940691341851847, + 0.20963718879781396, + 0.20986761303126844, + 0.21009818606750785, + 0.21032890785493402, + 0.21055977834172523, + 0.21079079747583573, + 0.2110219652049961, + 0.21125328147671268, + 0.2114847462382684, + 0.21171635943672146, + 0.2119481210189068, + 0.2121800309314344, + 0.21241208912069087, + 0.2126442955328383, + 0.21287665011381457, + 0.21310915280933324, + 0.21334180356488397, + 0.2135746023257315, + 0.21380754903691684, + 0.21404064364325592, + 0.21427388608934095, + 0.21450727631953898, + 0.21474081427799308, + 0.21497449990862144, + 0.21520833315511795, + 0.21544231396095154, + 0.21567644226936689, + 0.21591071802338352, + 0.2161451411657968, + 0.21637971163917685, + 0.21661442938586944, + 0.2168492943479951, + 0.21708430646744986, + 0.217319465685905, + 0.21755477194480627, + 0.21779022518537533, + 0.2180258253486082, + 0.21826157237527638, + 0.21849746620592597, + 0.21873350678087855, + 0.2189696940402302, + 0.21920602792385213, + 0.2194425083713903, + 0.2196791353222658, + 0.21991590871567418, + 0.22015282849058643, + 0.22038989458574754, + 0.22062710693967819, + 0.22086446549067285, + 0.22110197017680167, + 0.22133962093590875, + 0.22157741770561346, + 0.22181536042330935, + 0.22205344902616525, + 0.222291683451124, + 0.22253006363490369, + 0.2227685895139963, + 0.22300726102466922, + 0.22324607810296376, + 0.22348504068469627, + 0.2237241487054572, + 0.22396340210061205, + 0.22420280080530042, + 0.22444234475443675, + 0.22468203388270963, + 0.22492186812458265, + 0.22516184741429324, + 0.22540197168585402, + 0.2256422408730513, + 0.22588265490944665, + 0.22612321372837535, + 0.2263639172629478, + 0.22660476544604807, + 0.22684575821033542, + 0.227086895488243, + 0.22732817721197873, + 0.22756960331352455, + 0.22781117372463722, + 0.22805288837684745, + 0.22829474720146087, + 0.22853675012955693, + 0.22877889709199006, + 0.2290211880193886, + 0.2292636228421555, + 0.22950620149046802, + 0.22974892389427815, + 0.22999178998331155, + 0.23023479968706906, + 0.23047795293482526, + 0.23072124965562968, + 0.23096468977830564, + 0.23120827323145166, + 0.23145199994343985, + 0.23169586984241736, + 0.23193988285630524, + 0.23218403891279948, + 0.23242833793936996, + 0.23267277986326157, + 0.2329173646114931, + 0.23316209211085814, + 0.23340696228792468, + 0.23365197506903512, + 0.23389713038030635, + 0.23414242814762987, + 0.23438786829667135, + 0.2346334507528715, + 0.234879175441445, + 0.23512504228738146, + 0.23537105121544505, + 0.23561720215017423, + 0.23586349501588222, + 0.2361099297366568, + 0.23635650623636034, + 0.23660322443862997, + 0.23685008426687737, + 0.23709708564428872, + 0.23734422849382542, + 0.23759151273822277, + 0.23783893829999164, + 0.23808650510141682, + 0.23833421306455865, + 0.2385820621112516, + 0.2388300521631055, + 0.23907818314150447, + 0.23932645496760796, + 0.23957486756234986, + 0.23982342084643943, + 0.2400721147403604, + 0.24032094916437174, + 0.2405699240385073, + 0.24081903928257603, + 0.2410682948161616, + 0.2413176905586233, + 0.24156722642909467, + 0.2418169023464854, + 0.24206671822947934, + 0.24231667399653622, + 0.24256676956589063, + 0.2428170048555524, + 0.24306737978330678, + 0.2433178942667143, + 0.24356854822311053, + 0.24381934156960688, + 0.24407027422308974, + 0.24432134610022133, + 0.24457255711743886, + 0.24482390719095548, + 0.2450753962367596, + 0.24532702417061553, + 0.24557879090806273, + 0.2458306963644168, + 0.24608274045476863, + 0.24633492309398525, + 0.2465872441967089, + 0.2468397036773584, + 0.24709230145012773, + 0.24734503742898717, + 0.24759791152768268, + 0.24785092365973654, + 0.24810407373844662, + 0.2483573616768875, + 0.24861078738790898, + 0.24886435078413804, + 0.2491180517779769, + 0.24937189028160495, + 0.24962586620697697, + 0.24987997946582496, + 0.25013422996965656, + 0.2503886176297566, + 0.25064314235718566, + 0.2508978040627816, + 0.2511526026571581, + 0.2514075380507063, + 0.25166261015359337, + 0.2519178188757637, + 0.25217316412693824, + 0.25242864581661484, + 0.25268426385406834, + 0.25294001814835054, + 0.2531959086082902, + 0.25345193514249337, + 0.2537080976593428, + 0.25396439606699894, + 0.2542208302733995, + 0.25447740018625875, + 0.25473410571306937, + 0.2549909467611007, + 0.2552479232374001, + 0.255505035048792, + 0.255762282101879, + 0.2560196643030408, + 0.2562771815584355, + 0.25653483377399816, + 0.25679262085544274, + 0.2570505427082601, + 0.25730859923772004, + 0.25756679034886965, + 0.25782511594653473, + 0.25808357593531883, + 0.2583421702196043, + 0.2586008987035513, + 0.2588597612910988, + 0.2591187578859637, + 0.25937788839164233, + 0.25963715271140875, + 0.2598965507483163, + 0.2601560824051967, + 0.2604157475846609, + 0.2606755461890983, + 0.26093547812067774, + 0.26119554328134664, + 0.26145574157283225, + 0.2617160728966399, + 0.26197653715405567, + 0.2622371342461436, + 0.2624978640737482, + 0.2627587265374929, + 0.26301972153778086, + 0.263280848974795, + 0.26354210874849815, + 0.26380350075863246, + 0.2640650249047206, + 0.2643266810860648, + 0.2645884692017476, + 0.2648503891506315, + 0.26511244083135965, + 0.2653746241423549, + 0.26563693898182117, + 0.26589938524774226, + 0.26616196283788335, + 0.2664246716497893, + 0.26668751158078663, + 0.26695048252798204, + 0.26721358438826365, + 0.26747681705830023, + 0.26774018043454206, + 0.26800367441322015, + 0.2682672988903473, + 0.26853105376171715, + 0.2687949389229055, + 0.26905895426926907, + 0.26932309969594664, + 0.26958737509785846, + 0.26985178036970703, + 0.27011631540597625, + 0.2703809801009328, + 0.2706457743486247, + 0.2709106980428828, + 0.27117575107731984, + 0.2714409333453315, + 0.2717062447400954, + 0.27197168515457243, + 0.2722372544815055, + 0.27250295261342106, + 0.2727687794426279, + 0.2730347348612183, + 0.27330081876106727, + 0.2735670310338334, + 0.27383337157095833, + 0.2740998402636674, + 0.2743664370029695, + 0.27463316167965673, + 0.27490001418430576, + 0.2751669944072761, + 0.27543410223871223, + 0.275701337568542, + 0.2759687002864779, + 0.2762361902820164, + 0.2765038074444386, + 0.27677155166280987, + 0.2770394228259807, + 0.2773074208225856, + 0.27757554554104463, + 0.2778437968695623, + 0.2781121746961286, + 0.27838067890851825, + 0.2786493093942919, + 0.2789180660407949, + 0.2791869487351588, + 0.2794559573643003, + 0.2797250918149223, + 0.279994351973513, + 0.2802637377263475, + 0.2805332489594859, + 0.28080288555877553, + 0.2810726474098495, + 0.2813425343981278, + 0.2816125464088165, + 0.2818826833269091, + 0.282152945037185, + 0.28242333142421183, + 0.28269384237234296, + 0.2829644777657201, + 0.28323523748827145, + 0.28350612142371345, + 0.28377712945554934, + 0.28404826146707074, + 0.28431951734135674, + 0.2845908969612747, + 0.2848624002094796, + 0.2851340269684153, + 0.28540577712031323, + 0.28567765054719424, + 0.2859496471308669, + 0.28622176675292943, + 0.28649400929476787, + 0.28676637463755833, + 0.2870388626622653, + 0.2873114732496431, + 0.28758420628023496, + 0.28785706163437424, + 0.2881300391921833, + 0.28840313883357505, + 0.2886763604382516, + 0.288949703885706, + 0.2892231690552207, + 0.2894967558258693, + 0.2897704640765152, + 0.2900442936858131, + 0.2903182445322077, + 0.2905923164939357, + 0.29086650944902376, + 0.29114082327529067, + 0.2914152578503459, + 0.29168981305159103, + 0.2919644887562186, + 0.29223928484121364, + 0.2925142011833525, + 0.29278923765920417, + 0.2930643941451293, + 0.2933396705172815, + 0.29361506665160636, + 0.29389058242384264, + 0.29416621770952134, + 0.29444197238396697, + 0.29471784632229703, + 0.2949938393994219, + 0.29526995149004603, + 0.2955461824686667, + 0.2958225322095758, + 0.2960990005868579, + 0.29637558747439297, + 0.296652292745854, + 0.2969291162747091, + 0.2972060579342203, + 0.2974831175974447, + 0.297760295137234, + 0.29803759042623507, + 0.29831500333688943, + 0.29859253374143446, + 0.29887018151190237, + 0.2991479465201217, + 0.29942582863771594, + 0.29970382773610516, + 0.299981943686505, + 0.30026017635992786, + 0.3005385256271818, + 0.30081699135887235, + 0.30109557342540094, + 0.3013742716969665, + 0.30165308604356444, + 0.3019320163349881, + 0.3022110624408275, + 0.30249022423047073, + 0.3027695015731031, + 0.30304889433770843, + 0.3033284023930679, + 0.3036080256077617, + 0.30388776385016747, + 0.30416761698846234, + 0.3044475848906214, + 0.3047276674244193, + 0.3050078644574291, + 0.3052881758570239, + 0.30556860149037524, + 0.3058491412244552, + 0.306129794926035, + 0.30641056246168613, + 0.30669144369777984, + 0.3069724385004883, + 0.3072535467357832, + 0.30753476826943793, + 0.3078161029670259, + 0.308097550693922, + 0.3083791113153018, + 0.3086607846961429, + 0.3089425707012238, + 0.30922446919512514, + 0.3095064800422292, + 0.3097886031067206, + 0.3100708382525858, + 0.3103531853436142, + 0.31063564424339746, + 0.31091821481533033, + 0.3112008969226102, + 0.3114836904282381, + 0.3117665951950178, + 0.3120496110855575, + 0.3123327379622682, + 0.31261597568736554, + 0.31289932412286875, + 0.3131827831306019, + 0.3134663525721928, + 0.31375003230907494, + 0.31403382220248577, + 0.3143177221134683, + 0.31460173190287055, + 0.3148858514313463, + 0.31517008055935447, + 0.31545441914716044, + 0.3157388670548349, + 0.3160234241422553, + 0.31630809026910556, + 0.3165928652948755, + 0.31687774907886274, + 0.317162741480171, + 0.31744784235771173, + 0.3177330515702035, + 0.31801836897617275, + 0.3183037944339534, + 0.3185893278016877, + 0.3188749689373257, + 0.31916071769862625, + 0.3194465739431563, + 0.3197325375282922, + 0.32001860831121876, + 0.32030478614893027, + 0.32059107089823025, + 0.3208774624157321, + 0.3211639605578587, + 0.32145056518084325, + 0.3217372761407287, + 0.32202409329336923, + 0.3223110164944286, + 0.32259804559938243, + 0.32288518046351666, + 0.323172420941929, + 0.323459766889528, + 0.32374721816103463, + 0.3240347746109811, + 0.32432243609371225, + 0.3246102024633846, + 0.324898073573968, + 0.3251860492792441, + 0.32547412943280835, + 0.32576231388806864, + 0.3260506024982469, + 0.326338995116378, + 0.3266274915953111, + 0.3269160917877091, + 0.32720479554604925, + 0.32749360272262307, + 0.3277825131695371, + 0.3280715267387123, + 0.3283606432818853, + 0.3286498626506073, + 0.3289391846962459, + 0.32922860926998354, + 0.32951813622281956, + 0.3298077654055686, + 0.33009749666886257, + 0.33038732986314934, + 0.3306772648386942, + 0.33096730144557895, + 0.33125743953370324, + 0.3315476789527838, + 0.33183801955235565, + 0.3321284611817712, + 0.3324190036902016, + 0.33270964692663585, + 0.33300039073988247, + 0.33329123497856794, + 0.33358217949113855, + 0.3338732241258595, + 0.334164368730816, + 0.3344556131539124, + 0.33474695724287407, + 0.3350384008452456, + 0.3353299438083931, + 0.33562158597950226, + 0.3359133272055809, + 0.3362051673334572, + 0.33649710620978124, + 0.3367891436810245, + 0.33708127959348066, + 0.33737351379326497, + 0.3376658461263158, + 0.33795827643839366, + 0.33825080457508183, + 0.3385434303817872, + 0.3388361537037392, + 0.33912897438599166, + 0.33942189227342134, + 0.33971490721073005, + 0.3400080190424427, + 0.3403012276129099, + 0.3405945327663059, + 0.3408879343466311, + 0.34118143219771, + 0.3414750261631936, + 0.34176871608655773, + 0.342062501811105, + 0.3423563831799634, + 0.3426503600360884, + 0.3429444322222611, + 0.3432385995810904, + 0.34353286195501176, + 0.3438272191862888, + 0.344121671117012, + 0.34441621758910046, + 0.34471085844430094, + 0.34500559352418925, + 0.3453004226701691, + 0.34559534572347395, + 0.34589036252516586, + 0.34618547291613666, + 0.34648067673710753, + 0.3467759738286301, + 0.3470713640310855, + 0.3473668471846862, + 0.3476624231294743, + 0.34795809170532394, + 0.34825385275193954, + 0.34854970610885766, + 0.348845651615446, + 0.34914168911090504, + 0.34943781843426647, + 0.3497340394243954, + 0.35003035191998894, + 0.35032675575957783, + 0.3506232507815255, + 0.3509198368240295, + 0.3512165137251205, + 0.3515132813226639, + 0.3518101394543587, + 0.3521070879577392, + 0.35240412667017385, + 0.35270125542886666, + 0.3529984740708566, + 0.35329578243301873, + 0.35359318035206344, + 0.3538906676645379, + 0.35418824420682493, + 0.35448590981514466, + 0.35478366432555375, + 0.3550815075739465, + 0.355379439396054, + 0.3556774596274459, + 0.35597556810352904, + 0.3562737646595492, + 0.35657204913059015, + 0.3568704213515751, + 0.3571688811572656, + 0.3574674283822632, + 0.35776606286100854, + 0.3580647844277828, + 0.3583635929167064, + 0.3586624881617412, + 0.35896146999668893, + 0.3592605382551929, + 0.35955969277073724, + 0.359858933376648, + 0.36015825990609257, + 0.36045767219208075, + 0.3607571700674648, + 0.36105675336493914, + 0.36135642191704176, + 0.361656175556153, + 0.3619560141144974, + 0.36225593742414275, + 0.36255594531700125, + 0.3628560376248289, + 0.36315621417922694, + 0.3634564748116407, + 0.36375681935336124, + 0.36405724763552466, + 0.3643577594891132, + 0.3646583547449544, + 0.3649590332337228, + 0.3652597947859388, + 0.36556063923197024, + 0.36586156640203155, + 0.36616257612618497, + 0.36646366823433996, + 0.3667648425562546, + 0.3670660989215343, + 0.36736743715963405, + 0.36766885709985664, + 0.36797035857135496, + 0.36827194140313024, + 0.3685736054240344, + 0.36887535046276854, + 0.3691771763478846, + 0.3694790829077846, + 0.3697810699707218, + 0.37008313736480003, + 0.3703852849179754, + 0.37068751245805476, + 0.37098981981269774, + 0.3712922068094157, + 0.37159467327557316, + 0.3718972190383867, + 0.372199843924927, + 0.37250254776211744, + 0.3728053303767357, + 0.373108191595413, + 0.37341113124463554, + 0.3737141491507434, + 0.3740172451399324, + 0.37432041903825286, + 0.3746236706716113, + 0.3749269998657693, + 0.3752304064463455, + 0.375533890238814, + 0.3758374510685065, + 0.376141088760611, + 0.37644480314017337, + 0.3767485940320966, + 0.3770524612611422, + 0.3773564046519292, + 0.37766042402893585, + 0.3779645192164986, + 0.3782686900388136, + 0.3785729363199359, + 0.3788772578837808, + 0.37918165455412306, + 0.3794861261545984, + 0.3797906725087027, + 0.38009529343979304, + 0.38039998877108755, + 0.3807047583256663, + 0.38100960192647065, + 0.38131451939630484, + 0.38161951055783483, + 0.3819245752335901, + 0.3822297132459625, + 0.3825349244172081, + 0.3828402085694458, + 0.38314556552465906, + 0.38345099510469594, + 0.38375649713126825, + 0.38406207142595367, + 0.3843677178101944, + 0.38467343610529886, + 0.38497922613244073, + 0.3852850877126605, + 0.38559102066686457, + 0.3858970248158268, + 0.3862030999801874, + 0.38650924598045494, + 0.38681546263700484, + 0.3871217497700814, + 0.38742810719979665, + 0.38773453474613184, + 0.38804103222893677, + 0.3883475994679311, + 0.3886542362827036, + 0.3889609424927137, + 0.3892677179172901, + 0.3895745623756332, + 0.38988147568681353, + 0.39018845766977345, + 0.39049550814332623, + 0.39080262692615775, + 0.3911098138368253, + 0.3914170686937596, + 0.39172439131526327, + 0.3920317815195129, + 0.3923392391245579, + 0.3926467639483221, + 0.39295435580860283, + 0.3932620145230725, + 0.3935697399092777, + 0.39387753178464063, + 0.3941853899664584, + 0.3944933142719044, + 0.3948013045180276, + 0.3951093605217538, + 0.3954174820998851, + 0.39572566906910106, + 0.3960339212459581, + 0.396342238446891, + 0.39665062048821176, + 0.3969590671861115, + 0.39726757835665943, + 0.3975761538158043, + 0.39788479337937355, + 0.3981934968630749, + 0.39850226408249567, + 0.39881109485310373, + 0.3991199889902472, + 0.3994289463091559, + 0.3997379666249401, + 0.4000470497525925, + 0.40035619550698703, + 0.40066540370288073, + 0.4009746741549125, + 0.4012840066776048, + 0.40159340108536284, + 0.4019028571924762, + 0.40221237481311756, + 0.4025219537613447, + 0.40283159385109935, + 0.40314129489620876, + 0.4034510567103851, + 0.4037608791072266, + 0.4040707619002168, + 0.4043807049027264, + 0.40469070792801176, + 0.40500077078921726, + 0.40531089329937375, + 0.40562107527140046, + 0.4059313165181038, + 0.4062416168521792, + 0.40655197608621063, + 0.40686239403267077, + 0.40717287050392204, + 0.407483405312216, + 0.40779399826969503, + 0.40810464918839107, + 0.4084153578802275, + 0.408726124157018, + 0.4090369478304684, + 0.4093478287121756, + 0.40965876661362916, + 0.40996976134621055, + 0.4102808127211944, + 0.41059192054974797, + 0.41090308464293274, + 0.411214304811703, + 0.4115255808669081, + 0.4118369126192911, + 0.41214829987949064, + 0.4124597424580396, + 0.4127712401653674, + 0.41308279281179844, + 0.413394400207554, + 0.4137060621627513, + 0.41401777848740506, + 0.4143295489914266, + 0.4146413734846256, + 0.41495325177670883, + 0.41526518367728216, + 0.4155771689958494, + 0.4158892075418139, + 0.41620129912447784, + 0.41651344355304365, + 0.41682564063661315, + 0.4171378901841892, + 0.4174501920046747, + 0.4177625459068743, + 0.4180749516994935, + 0.41838740919114015, + 0.4186999181903236, + 0.4190124785054563, + 0.41932508994485307, + 0.41963775231673234, + 0.4199504654292155, + 0.42026322909032854, + 0.42057604310800106, + 0.42088890729006784, + 0.42120182144426793, + 0.4215147853782465, + 0.4218277988995536, + 0.4221408618156459, + 0.42245397393388595, + 0.4227671350615437, + 0.4230803450057952, + 0.4233936035737251, + 0.4237069105723247, + 0.42402026580849445, + 0.42433366908904246, + 0.4246471202206865, + 0.42496061901005283, + 0.4252741652636779, + 0.42558775878800753, + 0.42590139938939847, + 0.42621508687411747, + 0.4265288210483429, + 0.42684260171816385, + 0.4271564286895819, + 0.42747030176851003, + 0.42778422076077427, + 0.42809818547211276, + 0.42841219570817757, + 0.4287262512745337, + 0.42904035197666046, + 0.42935449761995104, + 0.4296686880097137, + 0.4299829229511711, + 0.4302972022494617, + 0.43061152570963984, + 0.43092589313667506, + 0.4312403043354544, + 0.4315547591107807, + 0.43186925726737474, + 0.43218379860987427, + 0.4324983829428354, + 0.4328130100707319, + 0.43312767979795685, + 0.43344239192882156, + 0.4337571462675574, + 0.4340719426183148, + 0.4343867807851648, + 0.4347016605720983, + 0.4350165817830277, + 0.43533154422178594, + 0.43564654769212796, + 0.4359615919977301, + 0.43627667694219163, + 0.4365918023290337, + 0.43690696796170114, + 0.43722217364356164, + 0.437537419177907, + 0.43785270436795276, + 0.43816802901683943, + 0.4384833929276317, + 0.43879879590332027, + 0.43911423774682057, + 0.4394297182609747, + 0.4397452372485505, + 0.4400607945122431, + 0.4403763898546741, + 0.44069202307839295, + 0.4410076939858766, + 0.44132340237953044, + 0.4416391480616881, + 0.44195493083461257, + 0.44227075050049547, + 0.4425866068614589, + 0.4429024997195541, + 0.4432184288767635, + 0.4435343941349996, + 0.44385039529610676, + 0.4441664321618602, + 0.44448250453396754, + 0.44479861221406813, + 0.44511475500373465, + 0.44543093270447204, + 0.44574714511771935, + 0.44606339204484863, + 0.4463796732871668, + 0.44669598864591464, + 0.44701233792226847, + 0.44732872091733905, + 0.4476451374321737, + 0.44796158726775487, + 0.4482780702250021, + 0.4485945861047711, + 0.4489111347078553, + 0.44922771583498505, + 0.4495443292868291, + 0.4498609748639939, + 0.4501776523670253, + 0.45049436159640727, + 0.45081110235256405, + 0.45112787443585883, + 0.4514446776465958, + 0.4517615117850187, + 0.4520783766513132, + 0.45239527204560526, + 0.4527121977679634, + 0.45302915361839735, + 0.4533461393968601, + 0.4536631549032466, + 0.45398019993739547, + 0.45429727429908906, + 0.45461437778805297, + 0.4549315102039578, + 0.4552486713464183, + 0.4555658610149948, + 0.4558830790091925, + 0.45620032512846315, + 0.45651759917220386, + 0.4568349009397592, + 0.4571522302304199, + 0.45746958684342476, + 0.4577869705779597, + 0.45810438123315933, + 0.45842181860810616, + 0.4587392825018322, + 0.4590567727133181, + 0.4593742890414947, + 0.45969183128524227, + 0.4600093992433923, + 0.4603269927147261, + 0.46064461149797714, + 0.4609622553918295, + 0.46127992419492003, + 0.46159761770583707, + 0.4619153357231226, + 0.4622330780452707, + 0.46255084447072986, + 0.4628686347979015, + 0.4631864488251422, + 0.4635042863507623, + 0.46382214717302783, + 0.46414003109015967, + 0.464457937900335, + 0.4647758674016865, + 0.4650938193923042, + 0.4654117936702343, + 0.46572979003348075, + 0.4660478082800049, + 0.4663658482077267, + 0.4666839096145238, + 0.46700199229823347, + 0.46732009605665153, + 0.46763822068753413, + 0.46795636598859663, + 0.4682745317575156, + 0.4685927177919276, + 0.4689109238894312, + 0.46922914984758557, + 0.46954739546391266, + 0.4698656605358962, + 0.470183944860983, + 0.47050224823658254, + 0.4708205704600684, + 0.4711389113287773, + 0.47145727064001086, + 0.4717756481910348, + 0.47209404377908043, + 0.47241245720134395, + 0.4727308882549878, + 0.4730493367371403, + 0.4733678024448966, + 0.47368628517531847, + 0.4740047847254356, + 0.4743233008922447, + 0.47464183347271144, + 0.4749603822637692, + 0.47527894706232093, + 0.47559752766523833, + 0.4759161238693634, + 0.4762347354715075, + 0.4765533622684532, + 0.47687200405695324, + 0.4771906606337322, + 0.47750933179548577, + 0.4778280173388822, + 0.4781467170605615, + 0.478465430757137, + 0.47878415822519527, + 0.47910289926129584, + 0.47942165366197304, + 0.4797404212237347, + 0.4800592017430643, + 0.4803779950164196, + 0.48069680084023453, + 0.48101561901091844, + 0.4813344493248575, + 0.48165329157841413, + 0.48197214556792817, + 0.48229101108971656, + 0.48260988794007464, + 0.48292877591527533, + 0.483247674811571, + 0.48356658442519224, + 0.4838855045523498, + 0.4842044349892336, + 0.48452337553201447, + 0.484842325976843, + 0.4851612861198517, + 0.48548025575715364, + 0.4857992346848443, + 0.4861182226990008, + 0.48643721959568337, + 0.48675622517093453, + 0.4870752392207809, + 0.487394261541232, + 0.48771329192828233, + 0.4880323301779101, + 0.4883513760860792, + 0.48867042944873795, + 0.48898949006182135, + 0.4893085577212495, + 0.4896276322229298, + 0.4899467133627558, + 0.490265800936609, + 0.4905848947403579, + 0.49090399456985956, + 0.49122310022095905, + 0.49154221148949073, + 0.49186132817127753, + 0.4921804500621328, + 0.49249957695785895, + 0.49281870865424976, + 0.49313784494708895, + 0.49345698563215207, + 0.4937761305052056, + 0.49409527936200864, + 0.49441443199831203, + 0.49473358820986, + 0.49505274779238917, + 0.4953719105416304, + 0.49569107625330777, + 0.4960102447231405, + 0.49632941574684164, + 0.49664858912012005, + 0.49696776463867953, + 0.4972869420982203, + 0.4976061212944382, + 0.4979253020230265, + 0.49824448407967475, + 0.4985636672600706, + 0.49888285135989907, + 0.4992020361748439, + 0.4995212215005867, + 0.4998404071328091, + 0.5001595928671912, + 0.5004787784994132, + 0.5007979638251563, + 0.501117148640101, + 0.5014363327399297, + 0.5017555159203253, + 0.5020746979769737, + 0.502393878705562, + 0.5027130579017797, + 0.5030322353613205, + 0.5033514108798801, + 0.5036705842531586, + 0.5039897552768595, + 0.5043089237466922, + 0.5046280894583698, + 0.504947252207611, + 0.50526641179014, + 0.505585568001688, + 0.5059047206379915, + 0.5062238694947946, + 0.506543014367848, + 0.5068621550529111, + 0.5071812913457504, + 0.5075004230421412, + 0.5078195499378673, + 0.5081386718287224, + 0.5084577885105095, + 0.5087768997790412, + 0.5090960054301404, + 0.5094151052596422, + 0.5097341990633911, + 0.5100532866372444, + 0.5103723677770702, + 0.5106914422787505, + 0.5110105099381789, + 0.5113295705512622, + 0.5116486239139209, + 0.5119676698220899, + 0.5122867080717178, + 0.5126057384587682, + 0.5129247607792191, + 0.5132437748290655, + 0.5135627804043168, + 0.5138817773009994, + 0.5142007653151557, + 0.5145197442428464, + 0.5148387138801485, + 0.5151576740231572, + 0.5154766244679856, + 0.5157955650107664, + 0.5161144954476504, + 0.5164334155748079, + 0.516752325188429, + 0.5170712240847247, + 0.5173901120599256, + 0.5177089889102836, + 0.5180278544320718, + 0.5183467084215859, + 0.5186655506751426, + 0.5189843809890817, + 0.5193031991597654, + 0.5196220049835805, + 0.5199407982569358, + 0.5202595787762654, + 0.5205783463380269, + 0.5208971007387042, + 0.521215841774805, + 0.5215345692428632, + 0.5218532829394386, + 0.522171982661118, + 0.5224906682045144, + 0.522809339366268, + 0.5231279959430467, + 0.523446637731547, + 0.5237652645284927, + 0.524083876130637, + 0.5244024723347617, + 0.5247210529376792, + 0.525039617736231, + 0.525358166527289, + 0.5256766991077553, + 0.5259952152745646, + 0.5263137148246817, + 0.5266321975551034, + 0.5269506632628598, + 0.5272691117450123, + 0.5275875427986563, + 0.5279059562209195, + 0.5282243518089652, + 0.5285427293599894, + 0.528861088671223, + 0.5291794295399316, + 0.5294977517634174, + 0.5298160551390172, + 0.530134339464104, + 0.5304526045360873, + 0.5307708501524144, + 0.531089076110569, + 0.5314072822080725, + 0.5317254682424843, + 0.5320436340114033, + 0.5323617793124661, + 0.5326799039433486, + 0.5329980077017665, + 0.5333160903854762, + 0.5336341517922735, + 0.5339521917199953, + 0.5342702099665192, + 0.5345882063297658, + 0.5349061806076959, + 0.5352241325983136, + 0.535542062099665, + 0.5358599689098403, + 0.5361778528269723, + 0.5364957136492379, + 0.5368135511748577, + 0.5371313652020985, + 0.5374491555292703, + 0.5377669219547294, + 0.5380846642768774, + 0.5384023822941629, + 0.5387200758050802, + 0.5390377446081707, + 0.5393553885020228, + 0.5396730072852739, + 0.5399906007566079, + 0.540308168714758, + 0.5406257109585053, + 0.540943227286682, + 0.541260717498168, + 0.5415781813918941, + 0.5418956187668407, + 0.5422130294220403, + 0.5425304131565754, + 0.5428477697695803, + 0.5431650990602408, + 0.5434824008277961, + 0.543799674871537, + 0.5441169209908077, + 0.5444341389850051, + 0.5447513286535817, + 0.5450684897960424, + 0.5453856222119472, + 0.5457027257009109, + 0.5460198000626045, + 0.5463368450967536, + 0.5466538606031403, + 0.5469708463816026, + 0.5472878022320368, + 0.547604727954395, + 0.5479216233486872, + 0.5482384882149813, + 0.5485553223534044, + 0.5488721255641413, + 0.5491888976474363, + 0.5495056384035927, + 0.5498223476329749, + 0.5501390251360062, + 0.5504556707131709, + 0.550772284165015, + 0.5510888652921448, + 0.551405413895229, + 0.5517219297749979, + 0.5520384127322451, + 0.5523548625678265, + 0.5526712790826611, + 0.5529876620777315, + 0.5533040113540854, + 0.5536203267128333, + 0.5539366079551515, + 0.5542528548822807, + 0.5545690672955279, + 0.5548852449962656, + 0.5552013877859321, + 0.5555174954660325, + 0.5558335678381399, + 0.5561496047038934, + 0.5564656058650006, + 0.5567815711232366, + 0.5570975002804459, + 0.5574133931385413, + 0.5577292494995046, + 0.5580450691653874, + 0.5583608519383119, + 0.5586765976204697, + 0.5589923060141236, + 0.559307976921607, + 0.5596236101453259, + 0.559939205487757, + 0.5602547627514497, + 0.5605702817390252, + 0.5608857622531794, + 0.5612012040966798, + 0.5615166070723684, + 0.5618319709831605, + 0.5621472956320472, + 0.5624625808220932, + 0.5627778263564386, + 0.5630930320382989, + 0.5634081976709663, + 0.5637233230578085, + 0.56403840800227, + 0.564353452307872, + 0.564668455778214, + 0.5649834182169724, + 0.5652983394279019, + 0.5656132192148352, + 0.5659280573816853, + 0.5662428537324428, + 0.5665576080711786, + 0.5668723202020431, + 0.5671869899292681, + 0.5675016170571647, + 0.5678162013901259, + 0.5681307427326252, + 0.5684452408892193, + 0.5687596956645458, + 0.569074106863325, + 0.5693884742903602, + 0.5697027977505382, + 0.5700170770488291, + 0.5703313119902866, + 0.570645502380049, + 0.5709596480233398, + 0.5712737487254665, + 0.5715878042918228, + 0.5719018145278872, + 0.572215779239226, + 0.5725296982314901, + 0.5728435713104184, + 0.5731573982818361, + 0.5734711789516573, + 0.5737849131258828, + 0.5740986006106019, + 0.5744122412119925, + 0.5747258347363222, + 0.5750393809899473, + 0.5753528797793135, + 0.5756663309109575, + 0.5759797341915057, + 0.5762930894276754, + 0.5766063964262749, + 0.5769196549942047, + 0.5772328649384565, + 0.5775460260661142, + 0.5778591381843541, + 0.5781722011004464, + 0.5784852146217536, + 0.5787981785557322, + 0.5791110927099321, + 0.579423956891999, + 0.5797367709096716, + 0.5800495345707847, + 0.5803622476832676, + 0.5806749100551469, + 0.5809875214945438, + 0.5813000818096766, + 0.5816125908088599, + 0.5819250483005065, + 0.5822374540931259, + 0.5825498079953255, + 0.5828621098158109, + 0.5831743593633869, + 0.5834865564469565, + 0.5837987008755223, + 0.5841107924581861, + 0.5844228310041506, + 0.584734816322718, + 0.5850467482232913, + 0.5853586265153744, + 0.5856704510085734, + 0.5859822215125952, + 0.5862939378372489, + 0.586605599792446, + 0.5869172071882015, + 0.5872287598346327, + 0.5875402575419606, + 0.5878517001205094, + 0.5881630873807089, + 0.5884744191330921, + 0.5887856951882972, + 0.5890969153570673, + 0.589408079450252, + 0.5897191872788058, + 0.5900302386537897, + 0.5903412333863708, + 0.5906521712878244, + 0.5909630521695317, + 0.5912738758429822, + 0.5915846421197725, + 0.5918953508116089, + 0.5922060017303051, + 0.5925165946877842, + 0.592827129496078, + 0.5931376059673292, + 0.5934480239137895, + 0.5937583831478209, + 0.5940686834818962, + 0.5943789247285998, + 0.5946891067006264, + 0.5949992292107831, + 0.5953092920719882, + 0.5956192950972738, + 0.5959292380997834, + 0.5962391208927738, + 0.5965489432896149, + 0.5968587051037914, + 0.5971684061489009, + 0.5974780462386556, + 0.5977876251868824, + 0.598097142807524, + 0.5984065989146373, + 0.5987159933223952, + 0.5990253258450875, + 0.5993345962971194, + 0.5996438044930131, + 0.5999529502474076, + 0.6002620333750599, + 0.6005710536908443, + 0.600880011009753, + 0.6011889051468963, + 0.6014977359175043, + 0.6018065031369252, + 0.6021152066206266, + 0.6024238461841958, + 0.6027324216433406, + 0.6030409328138887, + 0.6033493795117885, + 0.603657761553109, + 0.603966078754042, + 0.6042743309308991, + 0.6045825179001151, + 0.6048906394782462, + 0.6051986954819724, + 0.6055066857280957, + 0.6058146100335418, + 0.6061224682153594, + 0.6064302600907223, + 0.6067379854769276, + 0.6070456441913973, + 0.6073532360516779, + 0.6076607608754421, + 0.6079682184804872, + 0.6082756086847368, + 0.6085829313062404, + 0.6088901861631747, + 0.6091973730738425, + 0.609504491856674, + 0.6098115423302266, + 0.6101185243131865, + 0.610425437624367, + 0.6107322820827101, + 0.6110390575072864, + 0.6113457637172963, + 0.611652400532069, + 0.6119589677710634, + 0.6122654652538682, + 0.6125718928002034, + 0.6128782502299187, + 0.6131845373629953, + 0.613490754019545, + 0.6137969000198126, + 0.6141029751841733, + 0.6144089793331355, + 0.6147149122873394, + 0.6150207738675593, + 0.6153265638947013, + 0.6156322821898058, + 0.6159379285740463, + 0.6162435028687318, + 0.6165490048953043, + 0.616854434475341, + 0.6171597914305542, + 0.6174650755827921, + 0.6177702867540377, + 0.6180754247664102, + 0.6183804894421652, + 0.6186854806036953, + 0.6189903980735295, + 0.619295241674334, + 0.6196000112289125, + 0.6199047065602071, + 0.6202093274912975, + 0.6205138738454019, + 0.6208183454458769, + 0.6211227421162193, + 0.6214270636800643, + 0.6217313099611864, + 0.6220354807835013, + 0.6223395759710643, + 0.622643595348071, + 0.6229475387388578, + 0.6232514059679034, + 0.6235551968598267, + 0.6238589112393892, + 0.6241625489314935, + 0.624466109761186, + 0.6247695935536547, + 0.6250730001342308, + 0.6253763293283887, + 0.6256795809617471, + 0.6259827548600678, + 0.6262858508492568, + 0.6265888687553645, + 0.626891808404587, + 0.6271946696232644, + 0.6274974522378828, + 0.627800156075073, + 0.6281027809616133, + 0.6284053267244271, + 0.6287077931905845, + 0.6290101801873023, + 0.6293124875419452, + 0.6296147150820248, + 0.6299168626352001, + 0.6302189300292782, + 0.6305209170922155, + 0.6308228236521155, + 0.6311246495372316, + 0.6314263945759656, + 0.6317280585968698, + 0.6320296414286453, + 0.6323311429001435, + 0.632632562840366, + 0.6329339010784657, + 0.6332351574437456, + 0.6335363317656602, + 0.633837423873815, + 0.6341384335979685, + 0.6344393607680299, + 0.6347402052140614, + 0.6350409667662772, + 0.6353416452550456, + 0.635642240510887, + 0.6359427523644755, + 0.6362431806466388, + 0.6365435251883593, + 0.6368437858207733, + 0.6371439623751712, + 0.6374440546829987, + 0.6377440625758573, + 0.6380439858855027, + 0.6383438244438472, + 0.6386435780829582, + 0.6389432466350609, + 0.6392428299325353, + 0.6395423278079194, + 0.6398417400939074, + 0.6401410666233521, + 0.6404403072292629, + 0.6407394617448074, + 0.641038530003311, + 0.6413375118382589, + 0.6416364070832937, + 0.6419352155722176, + 0.6422339371389915, + 0.6425325716177369, + 0.6428311188427346, + 0.6431295786484252, + 0.6434279508694098, + 0.6437262353404509, + 0.6440244318964712, + 0.6443225403725541, + 0.644620560603946, + 0.6449184924260537, + 0.6452163356744464, + 0.6455140901848553, + 0.6458117557931751, + 0.6461093323354623, + 0.6464068196479367, + 0.6467042175669813, + 0.6470015259291434, + 0.6472987445711336, + 0.6475958733298264, + 0.6478929120422607, + 0.6481898605456413, + 0.6484867186773362, + 0.6487834862748797, + 0.6490801631759705, + 0.6493767492184745, + 0.6496732442404224, + 0.6499696480800112, + 0.6502659605756046, + 0.6505621815657335, + 0.6508583108890951, + 0.6511543483845541, + 0.6514502938911424, + 0.6517461472480605, + 0.6520419082946762, + 0.6523375768705258, + 0.6526331528153138, + 0.6529286359689145, + 0.6532240261713701, + 0.6535193232628926, + 0.6538145270838633, + 0.6541096374748341, + 0.6544046542765262, + 0.6546995773298311, + 0.6549944064758108, + 0.6552891415556991, + 0.6555837824108998, + 0.6558783288829882, + 0.6561727808137112, + 0.6564671380449882, + 0.6567614004189097, + 0.6570555677777391, + 0.6573496399639116, + 0.6576436168200366, + 0.6579374981888952, + 0.6582312839134424, + 0.6585249738368064, + 0.65881856780229, + 0.6591120656533691, + 0.6594054672336942, + 0.6596987723870902, + 0.6599919809575573, + 0.6602850927892702, + 0.6605781077265788, + 0.6608710256140083, + 0.6611638462962608, + 0.661456569618213, + 0.6617491954249183, + 0.6620417235616063, + 0.6623341538736842, + 0.6626264862067351, + 0.6629187204065197, + 0.6632108563189755, + 0.6635028937902189, + 0.663794832666543, + 0.6640866727944195, + 0.6643784140204978, + 0.6646700561916071, + 0.6649615991547545, + 0.6652530427571262, + 0.6655443868460875, + 0.6658356312691842, + 0.6661267758741407, + 0.6664178205088618, + 0.6667087650214321, + 0.6669996092601177, + 0.6672903530733643, + 0.6675809963097984, + 0.6678715388182288, + 0.6681619804476445, + 0.6684523210472163, + 0.6687425604662968, + 0.669032698554421, + 0.6693227351613059, + 0.6696126701368508, + 0.6699025033311374, + 0.6701922345944313, + 0.6704818637771807, + 0.6707713907300166, + 0.671060815303754, + 0.6713501373493926, + 0.6716393567181149, + 0.6719284732612878, + 0.6722174868304629, + 0.6725063972773769, + 0.6727952044539509, + 0.6730839082122911, + 0.6733725084046889, + 0.673661004883622, + 0.6739493975017532, + 0.6742376861119315, + 0.6745258705671917, + 0.6748139507207559, + 0.6751019264260322, + 0.6753897975366155, + 0.6756775639062877, + 0.6759652253890189, + 0.6762527818389655, + 0.6765402331104722, + 0.676827579058071, + 0.6771148195364833, + 0.6774019544006177, + 0.6776889835055716, + 0.6779759067066308, + 0.6782627238592713, + 0.678549434819157, + 0.6788360394421415, + 0.6791225375842679, + 0.6794089291017698, + 0.6796952138510699, + 0.6799813916887815, + 0.6802674624717078, + 0.6805534260568438, + 0.6808392823013739, + 0.6811250310626745, + 0.6814106721983123, + 0.6816962055660466, + 0.6819816310238274, + 0.6822669484297967, + 0.6825521576422883, + 0.682837258519829, + 0.6831222509211374, + 0.6834071347051246, + 0.6836919097308944, + 0.6839765758577447, + 0.6842611329451653, + 0.6845455808528399, + 0.6848299194406455, + 0.6851141485686538, + 0.6853982680971296, + 0.685682277886532, + 0.6859661777975142, + 0.6862499676909252, + 0.6865336474278073, + 0.6868172168693985, + 0.6871006758771312, + 0.6873840243126347, + 0.687667262037732, + 0.6879503889144427, + 0.6882334048049822, + 0.688516309571762, + 0.68879910307739, + 0.6890817851846697, + 0.6893643557566025, + 0.6896468146563859, + 0.6899291617474144, + 0.6902113968932795, + 0.6904935199577709, + 0.6907755308048751, + 0.6910574292987763, + 0.6913392153038571, + 0.6916208886846982, + 0.6919024493060781, + 0.6921838970329743, + 0.6924652317305621, + 0.6927464532642168, + 0.693027561499512, + 0.6933085563022203, + 0.6935894375383138, + 0.693870205073965, + 0.6941508587755449, + 0.6944313985096249, + 0.6947118241429762, + 0.6949921355425709, + 0.6952723325755809, + 0.6955524151093788, + 0.6958323830115376, + 0.6961122361498325, + 0.6963919743922384, + 0.6966715976069322, + 0.6969511056622916, + 0.6972304984268969, + 0.6975097757695294, + 0.6977889375591727, + 0.6980679836650119, + 0.6983469139564356, + 0.6986257283030337, + 0.6989044265745992, + 0.6991830086411277, + 0.6994614743728182, + 0.6997398236400724, + 0.7000180563134952, + 0.7002961722638948, + 0.7005741713622841, + 0.7008520534798784, + 0.7011298184880979, + 0.7014074662585655, + 0.7016849966631106, + 0.7019624095737651, + 0.7022397048627662, + 0.7025168824025553, + 0.7027939420657797, + 0.703070883725291, + 0.7033477072541462, + 0.703624412525607, + 0.7039009994131421, + 0.7041774677904244, + 0.7044538175313334, + 0.7047300485099539, + 0.7050061606005781, + 0.7052821536777031, + 0.7055580276160331, + 0.7058337822904787, + 0.7061094175761575, + 0.7063849333483938, + 0.7066603294827187, + 0.7069356058548707, + 0.7072107623407959, + 0.7074857988166476, + 0.7077607151587866, + 0.7080355112437814, + 0.7083101869484092, + 0.7085847421496543, + 0.7088591767247097, + 0.7091334905509763, + 0.7094076835060645, + 0.7096817554677924, + 0.7099557063141869, + 0.7102295359234848, + 0.7105032441741308, + 0.7107768309447794, + 0.7110502961142939, + 0.7113236395617484, + 0.7115968611664252, + 0.7118699608078168, + 0.7121429383656257, + 0.712415793719765, + 0.7126885267503571, + 0.7129611373377349, + 0.7132336253624416, + 0.7135059907052321, + 0.7137782332470708, + 0.7140503528691332, + 0.7143223494528057, + 0.7145942228796868, + 0.714865973031585, + 0.7151375997905206, + 0.7154091030387253, + 0.7156804826586433, + 0.7159517385329294, + 0.7162228705444509, + 0.7164938785762865, + 0.7167647625117286, + 0.71703552223428, + 0.7173061576276571, + 0.7175766685757882, + 0.717847054962815, + 0.7181173166730911, + 0.7183874535911836, + 0.7186574656018723, + 0.7189273525901505, + 0.7191971144412246, + 0.7194667510405143, + 0.7197362622736525, + 0.7200056480264869, + 0.7202749081850779, + 0.7205440426356999, + 0.7208130512648412, + 0.7210819339592052, + 0.7213506906057082, + 0.7216193210914819, + 0.7218878253038714, + 0.7221562031304377, + 0.7224244544589555, + 0.7226925791774146, + 0.7229605771740193, + 0.7232284483371901, + 0.7234961925555615, + 0.7237638097179838, + 0.7240312997135221, + 0.724298662431458, + 0.7245658977612879, + 0.7248330055927241, + 0.7250999858156942, + 0.7253668383203433, + 0.7256335629970306, + 0.7259001597363327, + 0.7261666284290417, + 0.7264329689661667, + 0.7266991812389328, + 0.726965265138782, + 0.7272312205573721, + 0.727497047386579, + 0.7277627455184946, + 0.7280283148454278, + 0.7282937552599046, + 0.7285590666546686, + 0.7288242489226804, + 0.7290893019571175, + 0.7293542256513753, + 0.7296190198990673, + 0.7298836845940239, + 0.730148219630293, + 0.7304126249021415, + 0.7306769003040535, + 0.730941045730731, + 0.7312050610770945, + 0.7314689462382828, + 0.7317327011096528, + 0.7319963255867801, + 0.7322598195654579, + 0.7325231829416998, + 0.7327864156117365, + 0.7330495174720182, + 0.7333124884192134, + 0.7335753283502107, + 0.7338380371621168, + 0.7341006147522577, + 0.7343630610181788, + 0.7346253758576451, + 0.7348875591686405, + 0.7351496108493686, + 0.7354115307982524, + 0.7356733189139353, + 0.7359349750952795, + 0.7361964992413677, + 0.7364578912515019, + 0.736719151025205, + 0.7369802784622193, + 0.7372412734625073, + 0.7375021359262518, + 0.7377628657538564, + 0.7380234628459444, + 0.7382839271033601, + 0.7385442584271678, + 0.7388044567186534, + 0.7390645218793224, + 0.7393244538109018, + 0.7395842524153391, + 0.7398439175948033, + 0.7401034492516838, + 0.7403628472885915, + 0.7406221116083577, + 0.7408812421140363, + 0.7411402387089014, + 0.7413991012964488, + 0.7416578297803957, + 0.7419164240646812, + 0.7421748840534654, + 0.7424332096511306, + 0.74269140076228, + 0.7429494572917399, + 0.7432073791445574, + 0.7434651662260019, + 0.7437228184415645, + 0.7439803356969592, + 0.7442377178981211, + 0.7444949649512081, + 0.7447520767625999, + 0.7450090532388993, + 0.7452658942869308, + 0.7455225998137414, + 0.7457791697266005, + 0.7460356039330011, + 0.7462919023406573, + 0.7465480648575069, + 0.7468040913917098, + 0.7470599818516496, + 0.7473157361459318, + 0.7475713541833855, + 0.7478268358730618, + 0.7480821811242364, + 0.7483373898464067, + 0.748592461949294, + 0.7488473973428419, + 0.7491021959372186, + 0.7493568576428145, + 0.7496113823702434, + 0.7498657700303435, + 0.7501200205341751, + 0.7503741337930232, + 0.7506281097183951, + 0.750881948222023, + 0.7511356492158621, + 0.7513892126120911, + 0.7516426383231125, + 0.7518959262615534, + 0.7521490763402636, + 0.7524020884723175, + 0.7526549625710128, + 0.7529076985498723, + 0.7531602963226418, + 0.7534127558032913, + 0.7536650769060147, + 0.7539172595452314, + 0.7541693036355833, + 0.7544212090919374, + 0.7546729758293844, + 0.7549246037632404, + 0.7551760928090446, + 0.7554274428825614, + 0.7556786538997786, + 0.7559297257769102, + 0.7561806584303932, + 0.7564314517768896, + 0.7566821057332858, + 0.7569326202166933, + 0.7571829951444478, + 0.7574332304341096, + 0.7576833260034638, + 0.7579332817705207, + 0.7581830976535148, + 0.7584327735709054, + 0.7586823094413767, + 0.7589317051838385, + 0.7591809607174241, + 0.7594300759614928, + 0.7596790508356283, + 0.7599278852596396, + 0.7601765791535607, + 0.7604251324376503, + 0.760673545032392, + 0.7609218168584955, + 0.7611699478368946, + 0.7614179378887485, + 0.7616657869354413, + 0.7619134948985832, + 0.7621610617000085, + 0.7624084872617773, + 0.7626557715061746, + 0.7629029143557113, + 0.7631499157331227, + 0.7633967755613702, + 0.7636434937636396, + 0.7638900702633432, + 0.764136504984118, + 0.764382797849826, + 0.764628948784555, + 0.7648749577126186, + 0.7651208245585552, + 0.7653665492471288, + 0.7656121317033286, + 0.7658575718523704, + 0.7661028696196939, + 0.7663480249309651, + 0.7665930377120753, + 0.766837907889142, + 0.7670826353885071, + 0.7673272201367387, + 0.7675716620606301, + 0.7678159610872006, + 0.7680601171436949, + 0.7683041301575828, + 0.7685480000565601, + 0.7687917267685485, + 0.7690353102216945, + 0.7692787503443703, + 0.7695220470651747, + 0.7697652003129312, + 0.7700082100166885, + 0.7702510761057219, + 0.7704937985095319, + 0.7707363771578446, + 0.7709788119806116, + 0.7712211029080099, + 0.771463249870443, + 0.7717052527985393, + 0.7719471116231527, + 0.7721888262753628, + 0.7724303966864754, + 0.7726718227880214, + 0.7729131045117571, + 0.7731542417896646, + 0.7733952345539519, + 0.7736360827370523, + 0.7738767862716248, + 0.7741173450905534, + 0.7743577591269487, + 0.7745980283141461, + 0.7748381525857069, + 0.7750781318754174, + 0.7753179661172904, + 0.7755576552455634, + 0.7757971991946997, + 0.776036597899388, + 0.7762758512945428, + 0.7765149593153038, + 0.7767539218970363, + 0.7769927389753308, + 0.7772314104860036, + 0.7774699363650964, + 0.7777083165488761, + 0.7779465509738348, + 0.7781846395766907, + 0.7784225822943867, + 0.7786603790640914, + 0.7788980298231983, + 0.7791355345093272, + 0.7793728930603219, + 0.7796101054142526, + 0.7798471715094135, + 0.7800840912843259, + 0.7803208646777344, + 0.7805574916286099, + 0.7807939720761479, + 0.7810303059597699, + 0.7812664932191216, + 0.7815025337940742, + 0.7817384276247237, + 0.7819741746513917, + 0.7822097748146248, + 0.7824452280551938, + 0.782680534314095, + 0.7829156935325501, + 0.7831507056520051, + 0.7833855706141308, + 0.7836202883608232, + 0.7838548588342034, + 0.7840892819766165, + 0.7843235577306333, + 0.7845576860390484, + 0.7847916668448821, + 0.7850255000913787, + 0.7852591857220071, + 0.785492723680461, + 0.7857261139106592, + 0.7859593563567442, + 0.7861924509630834, + 0.7864253976742686, + 0.7866581964351161, + 0.7868908471906668, + 0.7871233498861854, + 0.7873557044671617, + 0.7875879108793091, + 0.7878199690685657, + 0.7880518789810932, + 0.7882836405632785, + 0.7885152537617317, + 0.7887467185232874, + 0.788978034795004, + 0.7892092025241643, + 0.7894402216582749, + 0.7896710921450661, + 0.7899018139324921, + 0.7901323869687316, + 0.7903628112021861, + 0.7905930865814816, + 0.7908232130554671, + 0.7910531905732161, + 0.7912830190840253, + 0.7915126985374146, + 0.7917422288831277, + 0.7919716100711321, + 0.7922008420516184, + 0.7924299247750004, + 0.7926588581919151, + 0.7928876422532236, + 0.7931162769100095, + 0.7933447621135794, + 0.7935730978154634, + 0.7938012839674149, + 0.7940293205214095, + 0.7942572074296468, + 0.7944849446445478, + 0.794712532118758, + 0.7949399698051449, + 0.7951672576567984, + 0.7953943956270312, + 0.7956213836693795, + 0.795848221737601, + 0.7960749097856761, + 0.7963014477678079, + 0.796527835638422, + 0.7967540733521659, + 0.7969801608639095, + 0.797206098128745, + 0.7974318851019867, + 0.797657521739171, + 0.7978830079960564, + 0.7981083438286225, + 0.7983335291930723, + 0.7985585640458295, + 0.7987834483435399, + 0.7990081820430706, + 0.7992327651015114, + 0.7994571974761724, + 0.7996814791245859, + 0.7999056100045052, + 0.8001295900739056, + 0.800353419290983, + 0.8005770976141551, + 0.8008006250020601, + 0.8010240014135578, + 0.8012472268077291, + 0.8014703011438753, + 0.8016932243815188, + 0.8019159964804032, + 0.8021386174004923, + 0.8023610871019708, + 0.8025834055452435, + 0.8028055726909369, + 0.8030275884998965, + 0.8032494529331892, + 0.8034711659521012, + 0.8036927275181402, + 0.803914137593033, + 0.8041353961387265, + 0.8043565031173885, + 0.8045774584914056, + 0.8047982622233845, + 0.8050189142761518, + 0.8052394146127542, + 0.8054597631964571, + 0.805679959990746, + 0.8059000049593252, + 0.8061198980661195, + 0.8063396392752717, + 0.8065592285511447, + 0.8067786658583193, + 0.8069979511615968, + 0.8072170844259965, + 0.8074360656167567, + 0.8076548946993343, + 0.8078735716394054, + 0.8080920964028641, + 0.8083104689558233, + 0.8085286892646139, + 0.8087467572957858, + 0.8089646730161069, + 0.8091824363925626, + 0.809400047392357, + 0.8096175059829123, + 0.8098348121318681, + 0.810051965807082, + 0.810268966976629, + 0.8104858156088024, + 0.8107025116721123, + 0.8109190551352865, + 0.8111354459672698, + 0.8113516841372252, + 0.8115677696145316, + 0.8117837023687857, + 0.8119994823698008, + 0.8122151095876073, + 0.8124305839924524, + 0.8126459055547997, + 0.8128610742453288, + 0.8130760900349374, + 0.8132909528947381, + 0.8135056627960604, + 0.8137202197104494, + 0.8139346236096672, + 0.8141488744656911, + 0.8143629722507146, + 0.8145769169371466, + 0.8147907084976123, + 0.8150043469049519, + 0.8152178321322215, + 0.8154311641526919, + 0.8156443429398499, + 0.8158573684673972, + 0.8160702407092504, + 0.8162829596395407, + 0.8164955252326153, + 0.8167079374630349, + 0.8169201963055754, + 0.8171323017352272, + 0.8173442537271951, + 0.817556052256898, + 0.8177676972999692, + 0.8179791888322561, + 0.8181905268298201, + 0.8184017112689363, + 0.8186127421260938, + 0.8188236193779945, + 0.8190343430015556, + 0.8192449129739061, + 0.8194553292723891, + 0.8196655918745603, + 0.8198757007581894, + 0.8200856559012583, + 0.8202954572819618, + 0.8205051048787082, + 0.8207145986701179, + 0.8209239386350233, + 0.8211331247524701, + 0.8213421570017162, + 0.8215510353622311, + 0.8217597598136965, + 0.8219683303360066, + 0.8221767469092669, + 0.822385009513795, + 0.8225931181301194, + 0.8228010727389805, + 0.8230088733213307, + 0.8232165198583324, + 0.8234240123313599, + 0.8236313507219979, + 0.8238385350120432, + 0.8240455651835017, + 0.824252441218591, + 0.8244591630997389, + 0.8246657308095835, + 0.8248721443309736, + 0.8250784036469674, + 0.8252845087408334, + 0.8254904595960504, + 0.8256962561963066, + 0.8259018985254996, + 0.8261073865677367, + 0.826312720307335, + 0.8265178997288203, + 0.8267229248169277, + 0.826927795556601, + 0.8271325119329934, + 0.8273370739314667, + 0.8275414815375912, + 0.8277457347371453, + 0.8279498335161165, + 0.8281537778607, + 0.8283575677572994, + 0.8285612031925256, + 0.8287646841531984, + 0.8289680106263444, + 0.8291711825991981, + 0.8293742000592013, + 0.8295770629940032, + 0.8297797713914603, + 0.8299823252396357, + 0.8301847245267996, + 0.8303869692414294, + 0.8305890593722084, + 0.8307909949080267, + 0.8309927758379805, + 0.8311944021513731, + 0.8313958738377126, + 0.831597190886714, + 0.8317983532882973, + 0.831999361032589, + 0.8322002141099207, + 0.8324009125108293, + 0.8326014562260566, + 0.8328018452465507, + 0.8330020795634633, + 0.8332021591681518, + 0.8334020840521774, + 0.8336018542073071, + 0.8338014696255114, + 0.8340009302989648, + 0.8342002362200467, + 0.83439938738134, + 0.8345983837756317, + 0.834797225395912, + 0.8349959122353745, + 0.8351944442874175, + 0.835392821545641, + 0.8355910440038485, + 0.8357891116560474, + 0.8359870244964467, + 0.8361847825194584, + 0.8363823857196968, + 0.8365798340919794, + 0.8367771276313252, + 0.8369742663329551, + 0.8371712501922923, + 0.8373680792049619, + 0.8375647533667903, + 0.8377612726738051, + 0.8379576371222354, + 0.8381538467085121, + 0.8383499014292662, + 0.8385458012813302, + 0.8387415462617362, + 0.8389371363677188, + 0.8391325715967111, + 0.8393278519463474, + 0.8395229774144615, + 0.8397179479990879, + 0.8399127636984605, + 0.8401074245110123, + 0.8403019304353765, + 0.8404962814703856, + 0.8406904776150705, + 0.8408845188686618, + 0.8410784052305886, + 0.841272136700479, + 0.8414657132781593, + 0.8416591349636542, + 0.8418524017571867, + 0.8420455136591778, + 0.8422384706702466, + 0.8424312727912094, + 0.8426239200230805, + 0.8428164123670716, + 0.8430087498245915, + 0.8432009323972461, + 0.843392960086838, + 0.843584832895367, + 0.8437765508250293, + 0.8439681138782176, + 0.8441595220575203, + 0.8443507753657231, + 0.8445418738058065, + 0.8447328173809472, + 0.8449236060945176, + 0.8451142399500854, + 0.8453047189514138, + 0.8454950431024608, + 0.8456852124073795, + 0.8458752268705179, + 0.8460650864964187, + 0.8462547912898184, + 0.8464443412556483, + 0.8466337363990342, + 0.846822976725295, + 0.847012062239944, + 0.8472009929486874, + 0.847389768857426, + 0.8475783899722529, + 0.8477668562994546, + 0.8479551678455102, + 0.8481433246170924, + 0.8483313266210656, + 0.8485191738644872, + 0.8487068663546062, + 0.8488944040988645, + 0.8490817871048955, + 0.849269015380524, + 0.8494560889337666, + 0.8496430077728319, + 0.8498297719061185, + 0.850016381342217, + 0.8502028360899083, + 0.8503891361581646, + 0.850575281556148, + 0.8507612722932107, + 0.8509471083788962, + 0.8511327898229368, + 0.8513183166352554, + 0.8515036888259636, + 0.8516889064053635, + 0.8518739693839461, + 0.8520588777723911, + 0.8522436315815671, + 0.8524282308225326, + 0.852612675506533, + 0.8527969656450032, + 0.8529811012495657, + 0.8531650823320316, + 0.8533489089043993, + 0.8535325809788552, + 0.8537160985677725, + 0.8538994616837129, + 0.8540826703394242, + 0.8542657245478414, + 0.8544486243220863, + 0.8546313696754674, + 0.8548139606214793, + 0.854996397173803, + 0.8551786793463052, + 0.855360807153039, + 0.8555427806082426, + 0.8557245997263401, + 0.8559062645219401, + 0.8560877750098375, + 0.8562691312050108, + 0.8564503331226245, + 0.8566313807780264, + 0.8568122741867497, + 0.856993013364511, + 0.8571735983272111, + 0.8573540290909346, + 0.85753430567195, + 0.8577144280867088, + 0.8578943963518461, + 0.8580742104841792, + 0.8582538705007092, + 0.8584333764186196, + 0.8586127282552761, + 0.8587919260282266, + 0.8589709697552017, + 0.8591498594541134, + 0.8593285951430553, + 0.8595071768403024, + 0.8596856045643122, + 0.8598638783337218, + 0.8600419981673499, + 0.8602199640841961, + 0.8603977761034405, + 0.8605754342444432, + 0.8607529385267446, + 0.8609302889700653, + 0.8611074855943056, + 0.8612845284195454, + 0.8614614174660438, + 0.8616381527542388, + 0.8618147343047485, + 0.8619911621383688, + 0.8621674362760745, + 0.8623435567390187, + 0.8625195235485331, + 0.8626953367261271, + 0.862870996293488, + 0.8630465022724803, + 0.8632218546851469, + 0.863397053553707, + 0.8635720989005576, + 0.8637469907482715, + 0.8639217291195995, + 0.8640963140374678, + 0.864270745524979, + 0.864445023605412, + 0.8646191483022215, + 0.8647931196390379, + 0.8649669376396664, + 0.8651406023280885, + 0.8653141137284602, + 0.865487471865112, + 0.8656606767625495, + 0.8658337284454527, + 0.8660066269386758, + 0.8661793722672468, + 0.8663519644563678, + 0.8665244035314144, + 0.8666966895179359, + 0.8668688224416543, + 0.8670408023284648, + 0.867212629204436, + 0.8673843030958084, + 0.8675558240289951, + 0.8677271920305814, + 0.867898407127325, + 0.8680694693461547, + 0.8682403787141715, + 0.868411135258647, + 0.8685817390070253, + 0.8687521899869202, + 0.8689224882261168, + 0.8690926337525706, + 0.8692626265944079, + 0.8694324667799245, + 0.8696021543375867, + 0.8697716892960301, + 0.8699410716840601, + 0.8701103015306513, + 0.8702793788649474, + 0.8704483037162611, + 0.8706170761140739, + 0.8707856960880355, + 0.8709541636679639, + 0.8711224788838451, + 0.8712906417658337, + 0.8714586523442509, + 0.871626510649586, + 0.8717942167124949, + 0.8719617705638016, + 0.872129172234496, + 0.8722964217557347, + 0.872463519158841, + 0.8726304644753042, + 0.8727972577367796, + 0.8729638989750881, + 0.8731303882222162, + 0.8732967255103159, + 0.8734629108717045, + 0.8736289443388631, + 0.8737948259444388, + 0.8739605557212426, + 0.8741261337022499, + 0.8742915599205998, + 0.8744568344095955, + 0.8746219572027043, + 0.8747869283335556, + 0.8749517478359435, + 0.8751164157438238, + 0.8752809320913162, + 0.875445296912702, + 0.8756095102424251, + 0.8757735721150918, + 0.8759374825654702, + 0.8761012416284897, + 0.8762648493392418, + 0.8764283057329784, + 0.8765916108451134, + 0.876754764711221, + 0.8769177673670355, + 0.877080618848453, + 0.8772433191915283, + 0.8774058684324768, + 0.8775682666076733, + 0.8777305137536529, + 0.8778926099071092, + 0.8780545551048949, + 0.878216349384022, + 0.8783779927816611, + 0.8785394853351405, + 0.8787008270819476, + 0.8788620180597272, + 0.8790230583062821, + 0.8791839478595725, + 0.8793446867577164, + 0.8795052750389877, + 0.8796657127418186, + 0.879825999904797, + 0.8799861365666677, + 0.8801461227663314, + 0.880305958542845, + 0.8804656439354214, + 0.8806251789834281, + 0.880784563726389, + 0.8809437982039827, + 0.8811028824560426, + 0.8812618165225568, + 0.8814206004436675, + 0.881579234259672, + 0.8817377180110209, + 0.8818960517383184, + 0.8820542354823229, + 0.8822122692839456, + 0.8823701531842509, + 0.8825278872244564, + 0.8826854714459316, + 0.8828429058901992, + 0.8830001905989341, + 0.8831573256139624, + 0.8833143109772623, + 0.8834711467309642, + 0.8836278329173488, + 0.8837843695788483, + 0.8839407567580458, + 0.8840969944976753, + 0.8842530828406205, + 0.8844090218299158, + 0.884564811508745, + 0.8847204519204425, + 0.8848759431084914, + 0.8850312851165244, + 0.885186477988323, + 0.885341521767818, + 0.8854964164990884, + 0.8856511622263614, + 0.8858057589940125, + 0.8859602068465656, + 0.8861145058286914, + 0.8862686559852087, + 0.8864226573610827, + 0.886576510001427, + 0.8867302139515006, + 0.8868837692567098, + 0.8870371759626063, + 0.8871904341148895, + 0.8873435437594029, + 0.8874965049421367, + 0.887649317709226, + 0.8878019821069512, + 0.8879544981817378, + 0.8881068659801556, + 0.8882590855489192, + 0.8884111569348873, + 0.8885630801850627, + 0.8887148553465916, + 0.8888664824667645, + 0.8890179615930143, + 0.8891692927729178, + 0.8893204760541938, + 0.8894715114847048, + 0.8896223991124547, + 0.8897731389855901, + 0.889923731152399, + 0.890074175661312, + 0.8902244725609002, + 0.8903746218998767, + 0.8905246237270946, + 0.8906744780915492, + 0.8908241850423753, + 0.8909737446288479, + 0.8911231569003826, + 0.8912724219065349, + 0.8914215396969993, + 0.89157051032161, + 0.8917193338303406, + 0.8918680102733032, + 0.8920165397007489, + 0.8921649221630666, + 0.8923131577107841, + 0.8924612463945671, + 0.8926091882652187, + 0.8927569833736797, + 0.8929046317710279, + 0.8930521335084787, + 0.8931994886373835, + 0.8933466972092312, + 0.8934937592756461, + 0.8936406748883894, + 0.8937874440993574, + 0.8939340669605828, + 0.8940805435242329, + 0.8942268738426109, + 0.8943730579681546, + 0.8945190959534361, + 0.8946649878511623, + 0.8948107337141746, + 0.894956333595448, + 0.8951017875480913, + 0.8952470956253467, + 0.89539225788059, + 0.8955372743673295, + 0.8956821451392072, + 0.8958268702499963, + 0.8959714497536038, + 0.8961158837040677, + 0.8962601721555585, + 0.8964043151623775, + 0.8965483127789586, + 0.8966921650598659, + 0.8968358720597946, + 0.8969794338335704, + 0.8971228504361501, + 0.8972661219226201, + 0.8974092483481968, + 0.8975522297682265, + 0.8976950662381848, + 0.8978377578136767, + 0.8979803045504362, + 0.8981227065043257, + 0.8982649637313367, + 0.8984070762875886, + 0.8985490442293291, + 0.8986908676129334, + 0.8988325464949045, + 0.8989740809318727, + 0.8991154709805954, + 0.8992567166979566, + 0.8993978181409674, + 0.8995387753667652, + 0.8996795884326129, + 0.8998202573959, + 0.8999607823141413, + 0.9001011632449777, + 0.900241400246174, + 0.9003814933756213, + 0.9005214426913345, + 0.9006612482514533, + 0.9008009101142416, + 0.9009404283380873, + 0.9010798029815021, + 0.9012190341031212, + 0.9013581217617027, + 0.9014970660161283, + 0.9016358669254023, + 0.9017745245486515, + 0.9019130389451246, + 0.9020514101741934, + 0.9021896382953504, + 0.9023277233682104, + 0.9024656654525092, + 0.902603464608104, + 0.9027411208949727, + 0.9028786343732138, + 0.903016005103046, + 0.903153233144809, + 0.9032903185589614, + 0.9034272614060819, + 0.9035640617468683, + 0.9037007196421385, + 0.9038372351528282, + 0.9039736083399927, + 0.9041098392648048, + 0.9042459279885567, + 0.904381874572658, + 0.9045176790786356, + 0.9046533415681344, + 0.9047888621029169, + 0.9049242407448619, + 0.9050594775559652, + 0.9051945725983392, + 0.9053295259342129, + 0.9054643376259308, + 0.9055990077359535, + 0.905733536326857, + 0.9058679234613334, + 0.9060021692021885, + 0.906136273612344, + 0.9062702367548356, + 0.9064040586928142, + 0.906537739489544, + 0.9066712792084031, + 0.9068046779128838, + 0.9069379356665913, + 0.9070710525332444, + 0.9072040285766743, + 0.9073368638608248, + 0.9074695584497531, + 0.9076021124076274, + 0.9077345257987287, + 0.9078667986874491, + 0.9079989311382926, + 0.9081309232158741, + 0.9082627749849195, + 0.9083944865102657, + 0.9085260578568599, + 0.9086574890897596, + 0.9087887802741322, + 0.9089199314752547, + 0.9090509427585145, + 0.9091818141894071, + 0.9093125458335378, + 0.9094431377566201, + 0.9095735900244768, + 0.9097039027030385, + 0.909834075858344, + 0.9099641095565398, + 0.9100940038638803, + 0.9102237588467268, + 0.9103533745715477, + 0.9104828511049193, + 0.910612188513523, + 0.9107413868641475, + 0.9108704462236872, + 0.9109993666591427, + 0.9111281482376203, + 0.9112567910263311, + 0.9113852950925918, + 0.9115136605038244, + 0.9116418873275548, + 0.9117699756314137, + 0.9118979254831359, + 0.9120257369505604, + 0.9121534101016298, + 0.9122809450043896, + 0.9124083417269893, + 0.912535600337681, + 0.9126627209048195, + 0.9127897034968624, + 0.9129165481823689, + 0.9130432550300009, + 0.9131698241085218, + 0.9132962554867963, + 0.9134225492337906, + 0.913548705418572, + 0.9136747241103086, + 0.9138006053782687, + 0.913926349291821, + 0.9140519559204348, + 0.9141774253336785, + 0.9143027576012206, + 0.9144279527928284, + 0.914553010978369, + 0.9146779322278078, + 0.9148027166112089, + 0.914927364198735, + 0.9150518750606466, + 0.9151762492673023, + 0.9153004868891583, + 0.915424587996768, + 0.9155485526607823, + 0.9156723809519489, + 0.9157960729411119, + 0.915919628699212, + 0.9160430482972862, + 0.9161663318064674, + 0.9162894792979841, + 0.91641249084316, + 0.9165353665134149, + 0.9166581063802626, + 0.916780710515312, + 0.9169031789902663, + 0.9170255118769237, + 0.9171477092471754, + 0.917269771173007, + 0.9173916977264972, + 0.9175134889798184, + 0.9176351450052359, + 0.9177566658751075, + 0.9178780516618839, + 0.9179993024381079, + 0.9181204182764144, + 0.9182413992495304, + 0.918362245430274, + 0.9184829568915551, + 0.9186035337063744, + 0.9187239759478236, + 0.9188442836890847, + 0.9189644570034308, + 0.9190844959642244, + 0.9192044006449183, + 0.9193241711190545, + 0.9194438074602651, + 0.9195633097422709, + 0.9196826780388816, + 0.9198019124239958, + 0.9199210129716002, + 0.9200399797557706, + 0.9201588128506692, + 0.9202775123305476, + 0.9203960782697436, + 0.9205145107426832, + 0.9206328098238784, + 0.920750975587929, + 0.9208690081095203, + 0.9209869074634249, + 0.9211046737245006, + 0.9212223069676915, + 0.9213398072680268, + 0.9214571747006214, + 0.921574409340675, + 0.9216915112634726, + 0.9218084805443831, + 0.9219253172588604, + 0.9220420214824419, + 0.9221585932907493, + 0.922275032759488, + 0.9223913399644463, + 0.9225075149814961, + 0.9226235578865921, + 0.9227394687557715, + 0.922855247665154, + 0.9229708946909415, + 0.923086409909418, + 0.9232017933969492, + 0.9233170452299819, + 0.9234321654850444, + 0.923547154238746, + 0.9236620115677768, + 0.9237767375489073, + 0.9238913322589881, + 0.9240057957749502, + 0.9241201281738044, + 0.9242343295326405, + 0.9243483999286279, + 0.9244623394390157, + 0.9245761481411309, + 0.9246898261123794, + 0.9248033734302457, + 0.9249167901722923, + 0.9250300764161596, + 0.9251432322395654, + 0.9252562577203051, + 0.9253691529362513, + 0.9254819179653535, + 0.9255945528856379, + 0.9257070577752069, + 0.9258194327122395, + 0.9259316777749906, + 0.9260437930417905, + 0.9261557785910453, + 0.9262676345012364, + 0.92637936085092, + 0.9264909577187271, + 0.9266024251833636, + 0.9267137633236092, + 0.926824972218318, + 0.926936051946418, + 0.9270470025869105, + 0.9271578242188704, + 0.9272685169214455, + 0.9273790807738569, + 0.9274895158553976, + 0.9275998222454339, + 0.9277100000234039, + 0.9278200492688173, + 0.9279299700612559, + 0.9280397624803729, + 0.9281494266058928, + 0.9282589625176108, + 0.9283683702953932, + 0.9284776500191767, + 0.9285868017689681, + 0.9286958256248445, + 0.9288047216669527, + 0.9289134899755092, + 0.9290221306307996, + 0.9291306437131788, + 0.9292390293030706, + 0.9293472874809672, + 0.9294554183274296, + 0.9295634219230864, + 0.9296712983486348, + 0.9297790476848392, + 0.9298866700125317, + 0.9299941654126112, + 0.9301015339660443, + 0.9302087757538641, + 0.9303158908571698, + 0.9304228793571274, + 0.9305297413349687, + 0.9306364768719915, + 0.9307430860495589, + 0.9308495689490996, + 0.9309559256521075, + 0.931062156240141, + 0.9311682607948236, + 0.9312742393978428, + 0.9313800921309509, + 0.9314858190759632, + 0.9315914203147597, + 0.9316968959292833, + 0.9318022460015404, + 0.9319074706136002, + 0.9320125698475951, + 0.9321175437857194, + 0.9322223925102304, + 0.9323271161034473, + 0.9324317146477509, + 0.9325361882255836, + 0.9326405369194497, + 0.9327447608119143, + 0.9328488599856035, + 0.9329528345232039, + 0.933056684507463, + 0.9331604100211883, + 0.9332640111472473, + 0.9333674879685672, + 0.9334708405681349, + 0.9335740690289965, + 0.9336771734342575, + 0.9337801538670815, + 0.9338830104106917, + 0.933985743148369, + 0.9340883521634527, + 0.93419083753934, + 0.934293199359486, + 0.9343954377074029, + 0.9344975526666603, + 0.934599544320885, + 0.9347014127537605, + 0.9348031580490267, + 0.9349047802904799, + 0.9350062795619724, + 0.9351076559474129, + 0.935208909530765, + 0.9353100403960481, + 0.9354110486273368, + 0.9355119343087607, + 0.9356126975245038, + 0.9357133383588051, + 0.9358138568959572, + 0.9359142532203075, + 0.9360145274162568, + 0.9361146795682593, + 0.9362147097608232, + 0.9363146180785092, + 0.9364144046059312, + 0.9365140694277556, + 0.9366136126287017, + 0.9367130342935405, + 0.9368123345070953, + 0.936911513354241, + 0.9370105709199044, + 0.9371095072890631, + 0.9372083225467462, + 0.9373070167780334, + 0.9374055900680553, + 0.9375040425019929, + 0.9376023741650773, + 0.9377005851425892, + 0.93779867551986, + 0.9378966453822696, + 0.9379944948152478, + 0.9380922239042732, + 0.9381898327348734, + 0.9382873213926247, + 0.9383846899631516, + 0.9384819385321268, + 0.938579067185271, + 0.9386760760083528, + 0.9387729650871879, + 0.9388697345076394, + 0.9389663843556181, + 0.9390629147170807, + 0.939159325678031, + 0.9392556173245189, + 0.9393517897426411, + 0.9394478430185396, + 0.9395437772384022, + 0.9396395924884624, + 0.9397352888549991, + 0.9398308664243359, + 0.9399263252828415, + 0.9400216655169289, + 0.940116887213056, + 0.9402119904577243, + 0.9403069753374798, + 0.9404018419389117, + 0.9404965903486532, + 0.9405912206533804, + 0.9406857329398127, + 0.9407801272947122, + 0.9408744038048837, + 0.9409685625571744, + 0.9410626036384738, + 0.9411565271357131, + 0.9412503331358655, + 0.9413440217259456, + 0.9414375929930093, + 0.9415310470241538, + 0.9416243839065168, + 0.9417176037272771, + 0.9418107065736536, + 0.9419036925329054, + 0.9419965616923319, + 0.9420893141392721, + 0.9421819499611045, + 0.9422744692452469, + 0.9423668720791566, + 0.9424591585503295, + 0.9425513287463002, + 0.9426433827546418, + 0.9427353206629657, + 0.9428271425589216, + 0.9429188485301966, + 0.9430104386645154, + 0.9431019130496407, + 0.9431932717733718, + 0.943284514923545, + 0.9433756425880336, + 0.9434666548547476, + 0.9435575518116327, + 0.9436483335466711, + 0.943739000147881, + 0.9438295517033162, + 0.9439199883010657, + 0.9440103100292541, + 0.9441005169760408, + 0.9441906092296203, + 0.9442805868782213, + 0.9443704500101071, + 0.9444601987135754, + 0.9445498330769576, + 0.9446393531886188, + 0.9447287591369578, + 0.9448180510104068, + 0.9449072288974312, + 0.9449962928865286, + 0.9450852430662303, + 0.9451740795250995, + 0.9452628023517315, + 0.9453514116347544, + 0.9454399074628274, + 0.9455282899246416, + 0.9456165591089197, + 0.9457047151044154, + 0.9457927579999136, + 0.9458806878842296, + 0.94596850484621, + 0.946056208974731, + 0.9461438003586994, + 0.9462312790870518, + 0.946318645248755, + 0.9464058989328045, + 0.9464930402282257, + 0.9465800692240732, + 0.9466669860094302, + 0.9467537906734088, + 0.9468404833051494, + 0.946927063993821, + 0.9470135328286204, + 0.9470998898987726, + 0.9471861352935296, + 0.9472722691021717, + 0.947358291414006, + 0.9474442023183666, + 0.9475300019046147, + 0.9476156902621379, + 0.9477012674803503, + 0.9477867336486923, + 0.9478720888566302, + 0.9479573331936563, + 0.9480424667492882, + 0.9481274896130691, + 0.9482124018745676, + 0.9482972036233769, + 0.9483818949491151, + 0.948466475941425, + 0.9485509466899736, + 0.9486353072844524, + 0.9487195578145767, + 0.9488036983700853, + 0.9488877290407408, + 0.9489716499163294, + 0.9490554610866601, + 0.9491391626415648, + 0.9492227546708984, + 0.9493062372645386, + 0.9493896105123847, + 0.9494728745043588, + 0.9495560293304046, + 0.9496390750804878, + 0.9497220118445955, + 0.9498048397127361, + 0.9498875587749391, + 0.9499701691212552, + 0.9500526708417556, + 0.9501350640265321, + 0.950217348765697, + 0.9502995251493824, + 0.9503815932677407, + 0.9504635532109438, + 0.9505454050691833, + 0.9506271489326701, + 0.950708784891634, + 0.9507903130363242, + 0.9508717334570083, + 0.9509530462439727, + 0.9510342514875219, + 0.9511153492779786, + 0.9511963397056837, + 0.9512772228609958, + 0.9513579988342907, + 0.9514386677159619, + 0.9515192295964201, + 0.9515996845660929, + 0.9516800327154245, + 0.9517602741348758, + 0.9518404089149245, + 0.9519204371460639, + 0.9520003589188034, + 0.9520801743236683, + 0.9521598834511998, + 0.9522394863919541, + 0.9523189832365027, + 0.9523983740754322, + 0.952477658999344, + 0.9525568380988543, + 0.9526359114645935, + 0.9527148791872061, + 0.9527937413573514, + 0.9528724980657016, + 0.9529511494029435, + 0.9530296954597763, + 0.9531081363269137, + 0.9531864720950816, + 0.9532647028550192, + 0.9533428286974781, + 0.9534208497132229, + 0.9534987659930303, + 0.953576577627689, + 0.9536542847079996, + 0.9537318873247748, + 0.9538093855688387, + 0.9538867795310267, + 0.9539640693021854, + 0.9540412549731726, + 0.9541183366348567, + 0.9541953143781167, + 0.954272188293842, + 0.9543489584729328, + 0.9544256250062986, + 0.9545021879848591, + 0.9545786474995437, + 0.9546550036412913, + 0.95473125650105, + 0.9548074061697771, + 0.9548834527384388, + 0.9549593962980102, + 0.9550352369394746, + 0.955110974753824, + 0.9551866098320585, + 0.9552621422651861, + 0.9553375721442228, + 0.9554128995601919, + 0.9554881246041246, + 0.9555632473670591, + 0.9556382679400406, + 0.9557131864141213, + 0.95578800288036, + 0.9558627174298224, + 0.9559373301535801, + 0.9560118411427109, + 0.9560862504882989, + 0.9561605582814336, + 0.9562347646132104, + 0.9563088695747299, + 0.9563828732570983, + 0.9564567757514263, + 0.9565305771488299, + 0.9566042775404296, + 0.9566778770173507, + 0.9567513756707227, + 0.9568247735916788, + 0.9568980708713568, + 0.9569712676008981, + 0.9570443638714476, + 0.9571173597741537, + 0.9571902554001681, + 0.9572630508406454, + 0.9573357461867434, + 0.9574083415296224, + 0.9574808369604451, + 0.9575532325703768, + 0.9576255284505852, + 0.9576977246922395, + 0.9577698213865107, + 0.9578418186245721, + 0.9579137164975978, + 0.9579855150967636, + 0.9580572145132461, + 0.9581288148382232, + 0.9582003161628733, + 0.9582717185783753, + 0.9583430221759089, + 0.9584142270466538, + 0.9584853332817896, + 0.958556340972496, + 0.9586272502099524, + 0.9586980610853378, + 0.9587687736898304, + 0.9588393881146076, + 0.9589099044508457, + 0.9589803227897203, + 0.9590506432224053, + 0.9591208658400731, + 0.9591909907338945, + 0.9592610179950384, + 0.9593309477146718, + 0.9594007799839595, + 0.9594705148940634, + 0.9595401525361439, + 0.9596096930013578, + 0.9596791363808593, + 0.9597484827657996, + 0.9598177322473267, + 0.959886884916585, + 0.9599559408647157, + 0.9600249001828558, + 0.9600937629621388, + 0.960162529293694, + 0.9602311992686463, + 0.9602997729781163, + 0.9603682505132202, + 0.9604366319650691, + 0.9605049174247696, + 0.9605731069834228, + 0.9606412007321248, + 0.9607091987619661, + 0.9607771011640319, + 0.9608449080294014, + 0.960912619449148, + 0.9609802355143389, + 0.961047756316035, + 0.9611151819452911, + 0.9611825124931552, + 0.9612497480506684, + 0.9613168887088651, + 0.9613839345587727, + 0.9614508856914111, + 0.961517742197793, + 0.9615845041689232, + 0.9616511716957992, + 0.9617177448694103, + 0.961784223780738, + 0.9618506085207551, + 0.9619168991804267, + 0.9619830958507086, + 0.9620491986225485, + 0.9621152075868847, + 0.962181122834647, + 0.9622469444567556, + 0.9623126725441215, + 0.9623783071876459, + 0.962443848478221, + 0.9625092965067283, + 0.96257465136404, + 0.9626399131410175, + 0.9627050819285125, + 0.9627701578173657, + 0.9628351408984076, + 0.9629000312624575, + 0.962964829000324, + 0.9630295342028043, + 0.9630941469606848, + 0.96315866736474, + 0.9632230955057329, + 0.9632874314744151, + 0.9633516753615257, + 0.9634158272577921, + 0.9634798872539294, + 0.9635438554406406, + 0.9636077319086155, + 0.9636715167485318, + 0.9637352100510541, + 0.9637988119068343, + 0.9638623224065105, + 0.9639257416407079, + 0.9639890697000385, + 0.9640523066751001, + 0.9641154526564771, + 0.9641785077347398, + 0.9642414720004446, + 0.9643043455441334, + 0.9643671284563339, + 0.9644298208275591, + 0.9644924227483076, + 0.9645549343090627, + 0.9646173556002932, + 0.9646796867124521, + 0.9647419277359778, + 0.9648040787612928, + 0.9648661398788042, + 0.964928111178903, + 0.9649899927519648, + 0.9650517846883487, + 0.9651134870783978, + 0.9651751000124388, + 0.9652366235807819, + 0.9652980578737206, + 0.9653594029815317, + 0.9654206589944746, + 0.9654818260027924, + 0.9655429040967102, + 0.9656038933664362, + 0.9656647939021604, + 0.9657256057940561, + 0.9657863291322778, + 0.9658469640069625, + 0.9659075105082289, + 0.9659679687261775, + 0.9660283387508904, + 0.966088620672431, + 0.966148814580844, + 0.9662089205661551, + 0.9662689387183715, + 0.9663288691274806, + 0.9663887118834508, + 0.9664484670762311, + 0.9665081347957508, + 0.9665677151319195, + 0.9666272081746269, + 0.9666866140137427, + 0.9667459327391162, + 0.966805164440577, + 0.9668643092079335, + 0.9669233671309742, + 0.9669823382994661, + 0.967041222803156, + 0.9671000207317695, + 0.9671587321750107, + 0.9672173572225629, + 0.9672758959640875, + 0.9673343484892246, + 0.9673927148875926, + 0.9674509952487877, + 0.9675091896623846, + 0.9675672982179354, + 0.9676253210049702, + 0.9676832581129965, + 0.9677411096314993, + 0.967798875649941, + 0.9678565562577611, + 0.9679141515443761, + 0.9679716615991792, + 0.9680290865115408, + 0.9680864263708076, + 0.9681436812663027, + 0.9682008512873257, + 0.9682579365231525, + 0.9683149370630348, + 0.9683718529962005, + 0.9684286844118531, + 0.968485431399172, + 0.9685420940473116, + 0.9685986724454023, + 0.9686551666825494, + 0.9687115768478335, + 0.96876790303031, + 0.9688241453190095, + 0.9688803038029368, + 0.9689363785710717, + 0.9689923697123685, + 0.9690482773157554, + 0.969104101470135, + 0.9691598422643843, + 0.9692154997873538, + 0.9692710741278678, + 0.9693265653747245, + 0.9693819736166955, + 0.9694372989425258, + 0.9694925414409338, + 0.9695477012006107, + 0.9696027783102212, + 0.9696577728584025, + 0.9697126849337646, + 0.9697675146248903, + 0.9698222620203348, + 0.9698769272086257, + 0.9699315102782627, + 0.9699860113177178, + 0.9700404304154348, + 0.9700947676598294, + 0.9701490231392892, + 0.970203196942173, + 0.9702572891568118, + 0.970311299871507, + 0.9703652291745319, + 0.9704190771541307, + 0.9704728438985186, + 0.9705265294958815, + 0.9705801340343762, + 0.9706336576021298, + 0.9706871002872405, + 0.970740462177776, + 0.9707937433617748, + 0.9708469439272454, + 0.970900063962166, + 0.970953103554485, + 0.9710060627921204, + 0.9710589417629597, + 0.97111174055486, + 0.9711644592556476, + 0.9712170979531183, + 0.9712696567350367, + 0.9713221356891367, + 0.9713745349031209, + 0.9714268544646604, + 0.9714790944613955, + 0.9715312549809346, + 0.9715833361108547, + 0.9716353379387006, + 0.971687260551986, + 0.9717391040381921, + 0.971790868484768, + 0.9718425539791309, + 0.9718941606086655, + 0.971945688460724, + 0.9719971376226261, + 0.9720485081816588, + 0.9720998002250762, + 0.9721510138400998, + 0.9722021491139179, + 0.9722532061336853, + 0.972304184986524, + 0.9723550857595226, + 0.9724059085397357, + 0.9724566534141851, + 0.972507320469858, + 0.9725579097937084, + 0.9726084214726559, + 0.9726588555935863, + 0.9727092122433513, + 0.972759491508768, + 0.972809693476619, + 0.972859818233653, + 0.9729098658665832, + 0.9729598364620888, + 0.9730097301068137, + 0.9730595468873668, + 0.9731092868903222, + 0.9731589502022184, + 0.973208536909559, + 0.9732580470988118, + 0.9733074808564093, + 0.9733568382687482, + 0.9734061194221896, + 0.9734553244030585, + 0.9735044532976441, + 0.9735535061921995, + 0.9736024831729414, + 0.9736513843260504, + 0.9737002097376706, + 0.9737489594939096, + 0.9737976336808382, + 0.9738462323844905, + 0.9738947556908643, + 0.9739432036859194, + 0.9739915764555793, + 0.97403987408573, + 0.9740880966622205, + 0.9741362442708622, + 0.9741843169974288, + 0.9742323149276567, + 0.9742802381472446, + 0.9743280867418532, + 0.9743758607971053, + 0.9744235603985858, + 0.9744711856318414, + 0.9745187365823804, + 0.9745662133356731, + 0.974613615977151, + 0.9746609445922073, + 0.9747081992661965, + 0.974755380084434, + 0.9748024871321969, + 0.9748495204947231, + 0.9748964802572111, + 0.9749433665048208, + 0.9749901793226725, + 0.9750369187958471, + 0.9750835850093861, + 0.9751301780482915, + 0.9751766979975255, + 0.9752231449420106, + 0.9752695189666294, + 0.9753158201562244, + 0.9753620485955983, + 0.9754082043695133, + 0.9754542875626915, + 0.9755002982598147, + 0.975546236545524, + 0.9755921025044201, + 0.975637896221063, + 0.9756836177799718, + 0.9757292672656249, + 0.9757748447624596, + 0.9758203503548722, + 0.9758657841272179, + 0.9759111461638106, + 0.9759564365489226, + 0.9760016553667852, + 0.9760468027015877, + 0.9760918786374781, + 0.9761368832585625, + 0.9761818166489052, + 0.9762266788925286, + 0.9762714700734129, + 0.9763161902754964, + 0.976360839582675, + 0.9764054180788027, + 0.9764499258476904, + 0.9764943629731071, + 0.9765387295387791, + 0.9765830256283895, + 0.9766272513255796, + 0.9766714067139469, + 0.9767154918770464, + 0.97675950689839, + 0.9768034518614465, + 0.9768473268496412, + 0.9768911319463564, + 0.9769348672349307, + 0.9769785327986596, + 0.9770221287207945, + 0.9770656550845435, + 0.9771091119730705, + 0.9771524994694961, + 0.9771958176568966, + 0.9772390666183042, + 0.977282246436707, + 0.9773253571950491, + 0.97736839897623, + 0.9774113718631049, + 0.9774542759384847, + 0.9774971112851353, + 0.9775398779857783, + 0.9775825761230906, + 0.9776252057797039, + 0.9776677670382052, + 0.9777102599811365, + 0.9777526846909946, + 0.9777950412502313, + 0.9778373297412529, + 0.9778795502464205, + 0.9779217028480496, + 0.9779637876284104, + 0.9780058046697275, + 0.9780477540541795, + 0.9780896358638994, + 0.9781314501809745, + 0.9781731970874458, + 0.9782148766653086, + 0.978256488996512, + 0.9782980341629587, + 0.9783395122465055, + 0.9783809233289624, + 0.9784222674920934, + 0.9784635448176157, + 0.9785047553871998, + 0.9785458992824698, + 0.9785869765850029, + 0.9786279873763296, + 0.9786689317379331, + 0.9787098097512499, + 0.9787506214976691, + 0.9787913670585333, + 0.9788320465151371, + 0.9788726599487282, + 0.9789132074405067, + 0.9789536890716253, + 0.9789941049231892, + 0.9790344550762556, + 0.9790747396118347, + 0.979114958610888, + 0.9791551121543299, + 0.9791952003230265, + 0.9792352231977957, + 0.9792751808594076, + 0.979315073388584, + 0.9793549008659984, + 0.979394663372276, + 0.9794343609879937, + 0.9794739937936797, + 0.9795135618698138, + 0.9795530652968268, + 0.9795925041551015, + 0.9796318785249714, + 0.979671188486721, + 0.9797104341205862, + 0.9797496155067539, + 0.9797887327253617, + 0.9798277858564981, + 0.9798667749802025, + 0.9799057001764647, + 0.9799445615252257, + 0.9799833591063762, + 0.9800220929997583, + 0.9800607632851638, + 0.9800993700423352, + 0.980137913350965, + 0.9801763932906962, + 0.9802148099411216, + 0.9802531633817846, + 0.9802914536921777, + 0.9803296809517442, + 0.9803678452398767, + 0.9804059466359177, + 0.9804439852191595, + 0.9804819610688439, + 0.9805198742641623, + 0.9805577248842556, + 0.9805955130082142, + 0.9806332387150778, + 0.9806709020838353, + 0.980708503193425, + 0.980746042122734, + 0.980783518950599, + 0.9808209337558055, + 0.9808582866170877, + 0.980895577613129, + 0.9809328068225616, + 0.9809699743239662, + 0.9810070801958725, + 0.9810441245167586, + 0.9810811073650513, + 0.9811180288191257, + 0.9811548889573056, + 0.981191687857863, + 0.9812284255990181, + 0.9812651022589396, + 0.9813017179157442, + 0.9813382726474964, + 0.9813747665322096, + 0.9814111996478442, + 0.9814475720723091, + 0.9814838838834611, + 0.9815201351591043, + 0.981556325976991, + 0.9815924564148211, + 0.9816285265502417, + 0.981664536460848, + 0.9817004862241823, + 0.9817363759177344, + 0.9817722056189417, + 0.9818079754051886, + 0.9818436853538068, + 0.9818793355420754, + 0.9819149260472202, + 0.9819504569464145, + 0.9819859283167782, + 0.9820213402353786, + 0.9820566927792292, + 0.9820919860252914, + 0.982127220050472, + 0.9821623949316258, + 0.9821975107455533, + 0.9822325675690021, + 0.9822675654786661, + 0.982302504551186, + 0.9823373848631483, + 0.9823722064910865, + 0.9824069695114801, + 0.9824416740007549, + 0.9824763200352828, + 0.9825109076913822, + 0.9825454370453169, + 0.9825799081732974, + 0.9826143211514798, + 0.9826486760559663, + 0.9826829729628048, + 0.9827172119479891, + 0.9827513930874587, + 0.9827855164570989, + 0.9828195821327406, + 0.9828535901901602, + 0.9828875407050796, + 0.9829214337531663, + 0.9829552694100334, + 0.9829890477512391, + 0.9830227688522869, + 0.9830564327886259, + 0.98309003963565, + 0.9831235894686986, + 0.983157082363056, + 0.9831905183939518, + 0.9832238976365604, + 0.9832572201660011, + 0.9832904860573385, + 0.9833236953855817, + 0.9833568482256848, + 0.9833899446525465, + 0.9834229847410102, + 0.9834559685658644, + 0.9834888962018417, + 0.9835217677236192, + 0.9835545832058192, + 0.9835873427230079, + 0.9836200463496959, + 0.9836526941603385, + 0.983685286229335, + 0.9837178226310294, + 0.9837503034397093, + 0.9837827287296069, + 0.9838150985748987, + 0.9838474130497049, + 0.9838796722280899, + 0.9839118761840621, + 0.9839440249915739, + 0.9839761187245214, + 0.9840081574567449, + 0.984040141262028, + 0.9840720702140987, + 0.9841039443866283, + 0.9841357638532318, + 0.9841675286874678, + 0.9841992389628389, + 0.9842308947527907, + 0.9842624961307126, + 0.9842940431699373, + 0.9843255359437411, + 0.9843569745253435, + 0.9843883589879076, + 0.9844196894045392, + 0.984450965848288, + 0.9844821883921465, + 0.9845133571090505, + 0.9845444720718789, + 0.9845755333534535, + 0.9846065410265396, + 0.9846374951638448, + 0.9846683958380201, + 0.9846992431216596, + 0.9847300370872997, + 0.9847607778074201, + 0.9847914653544428, + 0.9848220998007332, + 0.9848526812185989, + 0.9848832096802904, + 0.9849136852580006, + 0.9849441080238651, + 0.9849744780499623, + 0.9850047954083128, + 0.9850350601708796, + 0.9850652724095685, + 0.9850954321962274, + 0.9851255396026467, + 0.985155594700559, + 0.9851855975616393, + 0.9852155482575047, + 0.9852454468597147, + 0.9852752934397707, + 0.9853050880691168, + 0.9853348308191383, + 0.9853645217611635, + 0.9853941609664619, + 0.9854237485062458, + 0.9854532844516687, + 0.9854827688738265, + 0.9855122018437568, + 0.985541583432439, + 0.9855709137107946, + 0.9856001927496867, + 0.9856294206199199, + 0.9856585973922407, + 0.9856877231373377, + 0.9857167979258404, + 0.9857458218283205, + 0.985774794915291, + 0.9858037172572063, + 0.9858325889244627, + 0.9858614099873978, + 0.9858901805162905, + 0.9859189005813614, + 0.9859475702527722, + 0.9859761896006263, + 0.9860047586949678, + 0.986033277605783, + 0.9860617464029985, + 0.9860901651564827, + 0.9861185339360452, + 0.9861468528114364, + 0.9861751218523483, + 0.9862033411284137, + 0.9862315107092064, + 0.9862596306642416, + 0.986287701062975, + 0.9863157219748039, + 0.9863436934690661, + 0.9863716156150405, + 0.9863994884819468, + 0.9864273121389457, + 0.9864550866551387, + 0.986482812099568, + 0.9865104885412167, + 0.9865381160490087, + 0.9865656946918085, + 0.9865932245384215, + 0.9866207056575934, + 0.986648138118011, + 0.9866755219883014, + 0.9867028573370326, + 0.9867301442327127, + 0.9867573827437908, + 0.9867845729386563, + 0.9868117148856391, + 0.9868388086530097, + 0.9868658543089789, + 0.9868928519216978, + 0.9869198015592584, + 0.9869467032896924, + 0.9869735571809722, + 0.9870003633010106, + 0.9870271217176604, + 0.9870538324987149, + 0.9870804957119077, + 0.9871071114249124, + 0.9871336797053428, + 0.9871602006207532, + 0.9871866742386376, + 0.9872131006264305, + 0.9872394798515063, + 0.9872658119811795, + 0.9872920970827048, + 0.9873183352232768, + 0.9873445264700303, + 0.9873706708900397, + 0.98739676855032, + 0.9874228195178254, + 0.9874488238594507, + 0.9874747816420302, + 0.9875006929323382, + 0.9875265577970891, + 0.9875523763029368, + 0.9875781485164752, + 0.987603874504238, + 0.9876295543326988, + 0.9876551880682707, + 0.9876807757773067, + 0.9877063175260996, + 0.9877318133808819, + 0.9877572634078258, + 0.9877826676730428, + 0.9878080262425848, + 0.9878333391824426, + 0.9878586065585472, + 0.9878838284367688, + 0.9879090048829174, + 0.9879341359627425, + 0.9879592217419331, + 0.9879842622861178, + 0.9880092576608648, + 0.9880342079316817, + 0.9880591131640155, + 0.9880839734232528, + 0.9881087887747197, + 0.9881335592836816, + 0.9881582850153434, + 0.9881829660348493, + 0.988207602407283, + 0.9882321941976676, + 0.9882567414709654, + 0.9882812442920782, + 0.9883057027258472, + 0.9883301168370525, + 0.988354486690414, + 0.9883788123505908, + 0.9884030938821807, + 0.9884273313497217, + 0.9884515248176902, + 0.9884756743505024, + 0.9884997800125134, + 0.9885238418680176, + 0.9885478599812486, + 0.9885718344163792, + 0.9885957652375214, + 0.9886196525087262, + 0.9886434962939838, + 0.9886672966572239, + 0.9886910536623146, + 0.9887147673730635, + 0.9887384378532176, + 0.9887620651664625, + 0.9887856493764231, + 0.9888091905466632, + 0.9888326887406859, + 0.9888561440219331, + 0.9888795564537859, + 0.9889029260995643, + 0.9889262530225275, + 0.9889495372858733, + 0.988972778952739, + 0.9889959780862007, + 0.989019134749273, + 0.9890422490049103, + 0.9890653209160054, + 0.9890883505453901, + 0.9891113379558352, + 0.9891342832100505, + 0.9891571863706846, + 0.9891800475003251, + 0.9892028666614984, + 0.9892256439166699, + 0.9892483793282438, + 0.9892710729585634, + 0.9892937248699105, + 0.989316335124506, + 0.9893389037845097, + 0.9893614309120201, + 0.9893839165690747, + 0.9894063608176497, + 0.9894287637196602, + 0.98945112533696, + 0.989473445731342, + 0.9894957249645377, + 0.9895179630982175, + 0.9895401601939905, + 0.9895623163134046, + 0.9895844315179467, + 0.9896065058690423, + 0.9896285394280556, + 0.9896505322562898, + 0.9896724844149869, + 0.9896943959653273, + 0.9897162669684305, + 0.9897380974853548, + 0.989759887577097, + 0.9897816373045928, + 0.9898033467287166, + 0.9898250159102816, + 0.9898466449100398, + 0.9898682337886819, + 0.9898897826068372, + 0.9899112914250738, + 0.9899327603038988, + 0.9899541893037576, + 0.9899755784850345, + 0.9899969279080526, + 0.9900182376330738, + 0.9900395077202987, + 0.9900607382298662, + 0.9900819292218545, + 0.9901030807562802, + 0.9901241928930986, + 0.990145265692204, + 0.990166299213429, + 0.9901872935165453, + 0.9902082486612631, + 0.9902291647072314, + 0.9902500417140379, + 0.9902708797412088, + 0.9902916788482093, + 0.9903124390944434, + 0.9903331605392536, + 0.990353843241921, + 0.9903744872616657, + 0.9903950926576461, + 0.9904156594889602, + 0.9904361878146436, + 0.9904566776936715, + 0.9904771291849572, + 0.9904975423473532, + 0.9905179172396505, + 0.9905382539205789, + 0.9905585524488069, + 0.9905788128829415, + 0.9905990352815289, + 0.9906192197030538, + 0.9906393662059396, + 0.9906594748485484, + 0.9906795456891814, + 0.990699578786078, + 0.9907195741974167, + 0.990739531981315, + 0.9907594521958285, + 0.9907793348989521, + 0.9907991801486193, + 0.9908189880027024, + 0.9908387585190125, + 0.9908584917552993, + 0.9908781877692514, + 0.9908978466184964, + 0.9909174683606005, + 0.9909370530530686, + 0.9909566007533446, + 0.9909761115188112, + 0.9909955854067897, + 0.9910150224745404, + 0.9910344227792627, + 0.9910537863780942, + 0.9910731133281119, + 0.9910924036863313, + 0.9911116575097071, + 0.9911308748551324, + 0.9911500557794396, + 0.9911692003393997, + 0.9911883085917228, + 0.9912073805930577, + 0.9912264163999921, + 0.9912454160690528, + 0.9912643796567052, + 0.991283307219354, + 0.9913021988133426, + 0.9913210544949531, + 0.991339874320407, + 0.9913586583458647, + 0.9913774066274251, + 0.9913961192211265, + 0.9914147961829461, + 0.9914334375688001, + 0.9914520434345434, + 0.9914706138359702, + 0.9914891488288139, + 0.9915076484687464, + 0.9915261128113789, + 0.9915445419122617, + 0.9915629358268842, + 0.9915812946106746, + 0.9915996183190003, + 0.9916179070071679, + 0.9916361607304229, + 0.9916543795439501, + 0.9916725635028731, + 0.991690712662255, + 0.9917088270770978, + 0.9917269068023428, + 0.99174495189287, + 0.9917629624034994, + 0.9917809383889894, + 0.991798879904038, + 0.9918167870032822, + 0.9918346597412984, + 0.991852498172602, + 0.9918703023516479, + 0.99188807233283, + 0.9919058081704817, + 0.9919235099188753, + 0.991941177632223, + 0.9919588113646756, + 0.9919764111703236, + 0.991993977103197, + 0.9920115092172648, + 0.9920290075664352, + 0.9920464722045563, + 0.9920639031854153, + 0.9920813005627386, + 0.9920986643901923, + 0.9921159947213819, + 0.9921332916098521, + 0.9921505551090872, + 0.9921677852725111, + 0.992184982153487, + 0.9922021458053175, + 0.992219276281245, + 0.992236373634451, + 0.992253437918057, + 0.9922704691851238, + 0.9922874674886517, + 0.9923044328815808, + 0.9923213654167905, + 0.9923382651471002, + 0.9923551321252686, + 0.992371966403994, + 0.9923887680359148, + 0.9924055370736087, + 0.992422273569593, + 0.9924389775763252, + 0.9924556491462018, + 0.9924722883315598, + 0.9924888951846753, + 0.9925054697577648, + 0.992522012102984, + 0.9925385222724288, + 0.9925550003181348, + 0.9925714462920774, + 0.9925878602461718, + 0.9926042422322734, + 0.9926205923021771, + 0.9926369105076179, + 0.9926531969002708, + 0.9926694515317503, + 0.9926856744536118, + 0.9927018657173496, + 0.9927180253743988, + 0.9927341534761341, + 0.9927502500738704, + 0.9927663152188625, + 0.9927823489623055, + 0.9927983513553346, + 0.9928143224490249, + 0.9928302622943916, + 0.9928461709423904, + 0.9928620484439168, + 0.9928778948498068, + 0.9928937102108364, + 0.9929094945777218, + 0.9929252480011197, + 0.9929409705316269, + 0.9929566622197803, + 0.9929723231160577, + 0.9929879532708764, + 0.9930035527345947, + 0.9930191215575113, + 0.9930346597898646, + 0.9930501674818343, + 0.9930656446835399, + 0.9930810914450415, + 0.9930965078163398, + 0.9931118938473761, + 0.9931272495880318, + 0.9931425750881293, + 0.9931578703974312, + 0.9931731355656409, + 0.9931883706424023, + 0.9932035756773001, + 0.9932187507198593, + 0.993233895819546, + 0.9932490110257667, + 0.9932640963878686, + 0.9932791519551398, + 0.9932941777768092, + 0.9933091739020462, + 0.9933241403799612, + 0.9933390772596056, + 0.9933539845899712, + 0.9933688624199909, + 0.9933837107985387, + 0.9933985297744294, + 0.9934133193964185, + 0.9934280797132028, + 0.9934428107734198, + 0.9934575126256482, + 0.9934721853184078, + 0.9934868289001593, + 0.9935014434193044, + 0.9935160289241862, + 0.9935305854630887, + 0.9935451130842373, + 0.9935596118357982, + 0.9935740817658792, + 0.9935885229225291, + 0.993602935353738, + 0.9936173191074372, + 0.9936316742314997, + 0.9936460007737392, + 0.9936602987819112, + 0.9936745683037125, + 0.9936888093867813, + 0.9937030220786972, + 0.9937172064269811, + 0.9937313624790958, + 0.9937454902824452, + 0.9937595898843748, + 0.9937736613321719, + 0.9937877046730652, + 0.993801719954225, + 0.9938157072227632, + 0.9938296665257336, + 0.9938435979101314, + 0.9938575014228939, + 0.9938713771108995, + 0.993885225020969, + 0.9938990451998647, + 0.9939128376942908, + 0.9939266025508934, + 0.9939403398162603, + 0.9939540495369213, + 0.9939677317593483, + 0.9939813865299547, + 0.9939950138950965, + 0.9940086139010713, + 0.9940221865941189, + 0.994035732020421, + 0.9940492502261015, + 0.9940627412572265, + 0.9940762051598041, + 0.9940896419797849, + 0.9941030517630612, + 0.994116434555468, + 0.9941297904027824, + 0.9941431193507235, + 0.9941564214449533, + 0.9941696967310757, + 0.9941829452546371, + 0.9941961670611266, + 0.994209362195975, + 0.9942225307045565, + 0.9942356726321869, + 0.9942487880241254, + 0.994261876925573, + 0.9942749393816737, + 0.9942879754375139, + 0.9943009851381229, + 0.9943139685284724, + 0.9943269256534771, + 0.9943398565579941, + 0.9943527612868233, + 0.9943656398847076, + 0.9943784923963327, + 0.994391318866327, + 0.9944041193392619, + 0.9944168938596516, + 0.9944296424719533, + 0.9944423652205672, + 0.9944550621498364, + 0.9944677333040471, + 0.9944803787274288, + 0.9944929984641536, + 0.9945055925583371, + 0.994518161054038, + 0.994530703995258, + 0.9945432214259423, + 0.9945557133899791, + 0.9945681799311998, + 0.9945806210933796, + 0.9945930369202366, + 0.9946054274554325, + 0.994617792742572, + 0.9946301328252038, + 0.99464244774682, + 0.9946547375508556, + 0.9946670022806899, + 0.9946792419796453, + 0.9946914566909878, + 0.9947036464579272, + 0.9947158113236171, + 0.9947279513311543, + 0.9947400665235798, + 0.9947521569438782, + 0.9947642226349778, + 0.9947762636397508, + 0.9947882800010133, + 0.9948002717615252, + 0.9948122389639904, + 0.9948241816510567, + 0.994836099865316, + 0.9948479936493039, + 0.9948598630455004, + 0.9948717080963296, + 0.9948835288441595, + 0.9948953253313023, + 0.9949070976000144, + 0.9949188456924966, + 0.9949305696508937, + 0.9949422695172948, + 0.9949539453337336, + 0.9949655971421878, + 0.9949772249845799, + 0.9949888289027763, + 0.9950004089385883, + 0.9950119651337715, + 0.9950234975300261, + 0.9950350061689966, + 0.9950464910922727, + 0.995057952341388, + 0.9950693899578213, + 0.9950808039829958, + 0.9950921944582796, + 0.9951035614249854, + 0.9951149049243707, + 0.9951262249976383, + 0.9951375216859352, + 0.9951487950303536, + 0.9951600450719309, + 0.995171271851649, + 0.995182475410435, + 0.9951936557891614, + 0.9952048130286452, + 0.9952159471696488, + 0.9952270582528798, + 0.9952381463189909, + 0.9952492114085801, + 0.9952602535621905, + 0.9952712728203107, + 0.9952822692233745, + 0.995293242811761, + 0.9953041936257949, + 0.9953151217057463, + 0.9953260270918306, + 0.9953369098242089, + 0.9953477699429877, + 0.995358607488219, + 0.9953694224999009, + 0.9953802150179767, + 0.9953909850823354, + 0.9954017327328119, + 0.9954124580091868, + 0.9954231609511864, + 0.9954338415984832, + 0.9954444999906953, + 0.9954551361673865, + 0.9954657501680668, + 0.9954763420321924, + 0.995486911799165, + 0.9954974595083329, + 0.99550798519899, + 0.9955184889103768, + 0.9955289706816794, + 0.9955394305520309, + 0.9955498685605099, + 0.9955602847461416, + 0.9955706791478974, + 0.9955810518046955, + 0.9955914027553998, + 0.9956017320388211, + 0.9956120396937165, + 0.9956223257587897, + 0.9956325902726909, + 0.9956428332740169, + 0.995653054801311, + 0.9956632548930635, + 0.9956734335877108, + 0.9956835909236367, + 0.9956937269391712, + 0.9957038416725916, + 0.9957139351621218, + 0.9957240074459325, + 0.9957340585621415, + 0.9957440885488135, + 0.99575409744396, + 0.9957640852855403, + 0.9957740521114596, + 0.9957839979595713, + 0.9957939228676752, + 0.9958038268735188, + 0.9958137100147966, + 0.9958235723291502, + 0.995833413854169, + 0.9958432346273893, + 0.9958530346862952, + 0.9958628140683177, + 0.9958725728108355, + 0.9958823109511752, + 0.9958920285266104, + 0.9959017255743626, + 0.9959114021316008, + 0.9959210582354415, + 0.9959306939229494, + 0.9959403092311365, + 0.9959499041969626, + 0.9959594788573357, + 0.9959690332491112, + 0.9959785674090926, + 0.9959880813740315, + 0.9959975751806273, + 0.9960070488655273, + 0.9960165024653271, + 0.9960259360165704, + 0.9960353495557489, + 0.9960447431193025, + 0.9960541167436193, + 0.9960634704650358, + 0.9960728043198368, + 0.9960821183442552, + 0.9960914125744725, + 0.9961006870466187, + 0.9961099417967718, + 0.996119176860959, + 0.9961283922751554, + 0.996137588075285, + 0.9961467642972205, + 0.996155920976783, + 0.9961650581497425, + 0.9961741758518178, + 0.9961832741186762, + 0.9961923529859341, + 0.9962014124891567, + 0.996210452663858, + 0.996219473545501, + 0.9962284751694979, + 0.9962374575712096, + 0.9962464207859463, + 0.9962553648489673, + 0.9962642897954808, + 0.9962731956606444, + 0.9962820824795651, + 0.996290950287299, + 0.9962997991188512, + 0.9963086290091769, + 0.9963174399931802, + 0.9963262321057146, + 0.9963350053815831, + 0.9963437598555386, + 0.9963524955622831, + 0.9963612125364686, + 0.9963699108126964, + 0.9963785904255179, + 0.9963872514094336, + 0.9963958937988946, + 0.996404517628301, + 0.9964131229320033, + 0.9964217097443019, + 0.9964302780994467, + 0.9964388280316382, + 0.9964473595750262, + 0.9964558727637113, + 0.9964643676317437, + 0.996472844213124, + 0.9964813025418029, + 0.9964897426516813, + 0.9964981645766107, + 0.9965065683503923, + 0.9965149540067781, + 0.9965233215794707, + 0.9965316711021226, + 0.9965400026083371, + 0.996548316131668, + 0.9965566117056198, + 0.9965648893636475, + 0.9965731491391565, + 0.9965813910655034, + 0.9965896151759951, + 0.9965978215038896, + 0.9966060100823957, + 0.9966141809446728, + 0.9966223341238315, + 0.9966304696529331, + 0.9966385875649904, + 0.9966466878929665, + 0.9966547706697763, + 0.9966628359282854, + 0.9966708837013106, + 0.9966789140216201, + 0.9966869269219333, + 0.9966949224349207, + 0.9967029005932044, + 0.9967108614293579, + 0.9967188049759059, + 0.9967267312653246, + 0.9967346403300421, + 0.9967425322024375, + 0.9967504069148417, + 0.9967582644995376, + 0.9967661049887594, + 0.9967739284146929, + 0.9967817348094763, + 0.996789524205199, + 0.9967972966339025, + 0.9968050521275802, + 0.9968127907181774, + 0.9968205124375916, + 0.996828217317672, + 0.9968359053902202, + 0.9968435766869895, + 0.996851231239686, + 0.9968588690799675, + 0.996866490239444, + 0.9968740947496781, + 0.9968816826421849, + 0.9968892539484313, + 0.9968968086998371, + 0.9969043469277744, + 0.9969118686635678, + 0.9969193739384945, + 0.9969268627837843, + 0.9969343352306197, + 0.9969417913101357, + 0.9969492310534204, + 0.9969566544915142, + 0.9969640616554106, + 0.996971452576056, + 0.9969788272843497, + 0.996986185811144, + 0.9969935281872437, + 0.9970008544434074, + 0.9970081646103462, + 0.9970154587187249, + 0.9970227367991606, + 0.9970299988822247, + 0.9970372449984409, + 0.9970444751782869, + 0.9970516894521931, + 0.9970588878505442, + 0.9970660704036773, + 0.9970732371418838, + 0.9970803880954082, + 0.9970875232944487, + 0.9970946427691572, + 0.997101746549639, + 0.9971088346659535, + 0.9971159071481134, + 0.9971229640260855, + 0.9971300053297903, + 0.9971370310891025, + 0.99714404133385, + 0.9971510360938157, + 0.9971580153987355, + 0.9971649792783002, + 0.9971719277621539, + 0.9971788608798956, + 0.9971857786610782, + 0.9971926811352085, + 0.9971995683317482, + 0.9972064402801128, + 0.9972132970096727, + 0.9972201385497521, + 0.9972269649296303, + 0.9972337761785404, + 0.9972405723256708, + 0.9972473534001639, + 0.9972541194311171, + 0.9972608704475823, + 0.9972676064785663, + 0.9972743275530306, + 0.9972810336998913, + 0.9972877249480198, + 0.9972944013262419, + 0.997301062863339, + 0.9973077095880468, + 0.9973143415290566, + 0.9973209587150145, + 0.9973275611745217, + 0.9973341489361349, + 0.9973407220283657, + 0.997347280479681, + 0.9973538243185033, + 0.9973603535732101, + 0.9973668682721344, + 0.997373368443565, + 0.9973798541157457, + 0.9973863253168761, + 0.9973927820751113, + 0.9973992244185622, + 0.9974056523752951, + 0.9974120659733323, + 0.9974184652406517, + 0.997424850205187, + 0.9974312208948278, + 0.9974375773374198, + 0.9974439195607642, + 0.9974502475926186, + 0.9974565614606963, + 0.9974628611926671, + 0.9974691468161566, + 0.9974754183587466, + 0.9974816758479754, + 0.9974879193113372, + 0.9974941487762827, + 0.9975003642702188, + 0.9975065658205091, + 0.9975127534544733, + 0.997518927199388, + 0.9975250870824858, + 0.9975312331309563, + 0.9975373653719456, + 0.9975434838325565, + 0.9975495885398484, + 0.9975556795208376, + 0.9975617568024971, + 0.997567820411757, + 0.9975738703755039, + 0.9975799067205816, + 0.9975859294737909, + 0.9975919386618894, + 0.9975979343115923, + 0.9976039164495714, + 0.9976098851024556, + 0.9976158402968317, + 0.9976217820592431, + 0.9976277104161907, + 0.997633625394133, + 0.9976395270194856, + 0.9976454153186214, + 0.9976512903178714, + 0.9976571520435236, + 0.9976630005218237, + 0.997668835778975, + 0.9976746578411388, + 0.9976804667344337, + 0.9976862624849362, + 0.9976920451186806, + 0.9976978146616592, + 0.997703571139822, + 0.9977093145790771, + 0.9977150450052904, + 0.9977207624442861, + 0.9977264669218461, + 0.9977321584637109, + 0.9977378370955788, + 0.9977435028431065, + 0.997749155731909, + 0.9977547957875594, + 0.9977604230355893, + 0.9977660375014886, + 0.997771639210706, + 0.9977772281886481, + 0.9977828044606806, + 0.9977883680521273, + 0.9977939189882711, + 0.9977994572943533, + 0.9978049829955737, + 0.9978104961170915, + 0.9978159966840241, + 0.997821484721448, + 0.9978269602543988, + 0.9978324233078706, + 0.9978378739068168, + 0.9978433120761498, + 0.9978487378407411, + 0.9978541512254213, + 0.99785955225498, + 0.9978649409541663, + 0.9978703173476885, + 0.9978756814602141, + 0.9978810333163701, + 0.9978863729407427, + 0.9978917003578778, + 0.9978970155922805, + 0.9979023186684158, + 0.997907609610708, + 0.9979128884435412, + 0.997918155191259, + 0.997923409878165, + 0.9979286525285223, + 0.9979338831665537, + 0.9979391018164424, + 0.9979443085023311, + 0.9979495032483223, + 0.997954686078479, + 0.997959857016824, + 0.9979650160873399, + 0.9979701633139698, + 0.997975298720617, + 0.9979804223311446, + 0.9979855341693765, + 0.9979906342590967, + 0.9979957226240495, + 0.9980007992879394, + 0.9980058642744319, + 0.9980109176071527, + 0.9980159593096878, + 0.9980209894055843, + 0.9980260079183494, + 0.9980310148714513, + 0.9980360102883191, + 0.9980409941923422, + 0.9980459666068712, + 0.9980509275552173, + 0.9980558770606527, + 0.9980608151464108, + 0.9980657418356855, + 0.9980706571516323, + 0.9980755611173674, + 0.9980804537559681, + 0.9980853350904733, + 0.9980902051438826, + 0.9980950639391571, + 0.9980999114992196, + 0.9981047478469537, + 0.9981095730052045, + 0.9981143869967788, + 0.9981191898444447, + 0.9981239815709321, + 0.998128762198932, + 0.9981335317510975, + 0.9981382902500433, + 0.9981430377183456, + 0.9981477741785426, + 0.9981524996531342, + 0.9981572141645821, + 0.9981619177353103, + 0.9981666103877042, + 0.9981712921441115, + 0.9981759630268419, + 0.9981806230581671, + 0.9981852722603213, + 0.9981899106555004, + 0.9981945382658627, + 0.998199155113529, + 0.9982037612205819, + 0.9982083566090669, + 0.9982129413009917, + 0.9982175153183263, + 0.9982220786830034, + 0.9982266314169181, + 0.9982311735419284, + 0.9982357050798544, + 0.9982402260524793, + 0.9982447364815489, + 0.9982492363887718, + 0.9982537257958193, + 0.9982582047243256, + 0.998262673195888, + 0.9982671312320665, + 0.998271578854384, + 0.9982760160843269, + 0.9982804429433443, + 0.9982848594528486, + 0.9982892656342152, + 0.9982936615087828, + 0.9982980470978536, + 0.9983024224226927, + 0.998306787504529, + 0.9983111423645542, + 0.998315487023924, + 0.9983198215037575, + 0.9983241458251372, + 0.9983284600091091, + 0.9983327640766829, + 0.9983370580488322, + 0.998341341946494, + 0.9983456157905692, + 0.9983498796019226, + 0.9983541334013826, + 0.9983583772097416, + 0.998362611047756, + 0.9983668349361463, + 0.9983710488955968, + 0.998375252946756, + 0.9983794471102363, + 0.9983836314066147, + 0.998387805856432, + 0.9983919704801935, + 0.9983961252983686, + 0.9984002703313912, + 0.9984044055996597, + 0.9984085311235366, + 0.998412646923349, + 0.9984167530193886, + 0.9984208494319118, + 0.9984249361811394, + 0.9984290132872568, + 0.9984330807704143, + 0.9984371386507268, + 0.9984411869482741, + 0.9984452256831007, + 0.9984492548752162, + 0.9984532745445949, + 0.9984572847111762, + 0.9984612853948645, + 0.998465276615529, + 0.9984692583930045, + 0.9984732307470905, + 0.998477193697552, + 0.9984811472641191, + 0.998485091466487, + 0.9984890263243166, + 0.998492951857234, + 0.9984968680848305, + 0.9985007750266632, + 0.9985046727022546, + 0.9985085611310927, + 0.9985124403326309, + 0.9985163103262885, + 0.9985201711314504, + 0.9985240227674674, + 0.9985278652536559, + 0.9985316986092978, + 0.9985355228536414, + 0.9985393380059008, + 0.9985431440852557, + 0.998546941110852, + 0.9985507291018018, + 0.9985545080771829, + 0.9985582780560397, + 0.9985620390573823, + 0.9985657911001873, + 0.9985695342033974, + 0.9985732683859219, + 0.998576993666636, + 0.9985807100643814, + 0.9985844175979667, + 0.9985881162861662, + 0.9985918061477214, + 0.99859548720134, + 0.9985991594656962, + 0.9986028229594314, + 0.9986064777011531, + 0.9986101237094358, + 0.9986137610028208, + 0.9986173895998162, + 0.9986210095188969, + 0.9986246207785047, + 0.9986282233970485, + 0.9986318173929042, + 0.9986354027844145, + 0.9986389795898895, + 0.9986425478276061, + 0.9986461075158087, + 0.9986496586727088, + 0.9986532013164852, + 0.9986567354652837, + 0.9986602611372178, + 0.9986637783503685, + 0.9986672871227837, + 0.9986707874724795, + 0.9986742794174387, + 0.9986777629756124, + 0.9986812381649189, + 0.9986847050032442, + 0.9986881635084423, + 0.9986916136983345, + 0.9986950555907101, + 0.9986984892033264, + 0.9987019145539081, + 0.9987053316601483, + 0.9987087405397078, + 0.9987121412102156, + 0.9987155336892684, + 0.9987189179944312, + 0.9987222941432373, + 0.9987256621531879, + 0.9987290220417525, + 0.9987323738263689, + 0.9987357175244431, + 0.9987390531533498, + 0.9987423807304314, + 0.9987457002729995, + 0.9987490117983336, + 0.9987523153236821, + 0.9987556108662617, + 0.9987588984432579, + 0.9987621780718247, + 0.9987654497690847, + 0.9987687135521296, + 0.9987719694380195, + 0.9987752174437836, + 0.9987784575864197, + 0.9987816898828948, + 0.9987849143501445, + 0.9987881310050738, + 0.9987913398645563, + 0.9987945409454348, + 0.9987977342645216, + 0.9988009198385976, + 0.9988040976844134, + 0.9988072678186884, + 0.9988104302581116, + 0.9988135850193411, + 0.9988167321190047, + 0.9988198715736993, + 0.9988230033999913, + 0.9988261276144168, + 0.9988292442334813, + 0.9988323532736598, + 0.9988354547513972, + 0.9988385486831077, + 0.9988416350851755, + 0.9988447139739546, + 0.9988477853657685, + 0.9988508492769106, + 0.9988539057236444, + 0.9988569547222034, + 0.9988599962887905, + 0.9988630304395792, + 0.9988660571907129, + 0.9988690765583048, + 0.9988720885584387, + 0.998875093207168, + 0.998878090520517, + 0.9988810805144797, + 0.9988840632050205, + 0.9988870386080746, + 0.998890006739547, + 0.9988929676153133, + 0.9988959212512198, + 0.9988988676630831, + 0.9989018068666904, + 0.9989047388777995, + 0.9989076637121387, + 0.9989105813854072, + 0.9989134919132748, + 0.9989163953113822, + 0.9989192915953408, + 0.9989221807807326, + 0.9989250628831108, + 0.9989279379179996, + 0.9989308059008939, + 0.9989336668472597, + 0.9989365207725341, + 0.9989393676921254, + 0.9989422076214128, + 0.9989450405757467, + 0.998947866570449, + 0.9989506856208125, + 0.9989534977421015, + 0.9989563029495515, + 0.9989591012583697, + 0.9989618926837345, + 0.9989646772407955, + 0.9989674549446743, + 0.9989702258104638, + 0.9989729898532285, + 0.9989757470880044, + 0.9989784975297996, + 0.9989812411935934, + 0.9989839780943371, + 0.9989867082469539, + 0.9989894316663387, + 0.9989921483673581, + 0.9989948583648508, + 0.9989975616736277, + 0.9990002583084713, + 0.9990029482841362, + 0.9990056316153493, + 0.9990083083168094, + 0.9990109784031876, + 0.9990136418891272, + 0.9990162987892436, + 0.9990189491181246, + 0.9990215928903303, + 0.9990242301203932, + 0.9990268608228181, + 0.9990294850120823, + 0.9990321027026358, + 0.9990347139089005, + 0.9990373186452717, + 0.9990399169261166, + 0.9990425087657756, + 0.9990450941785612, + 0.9990476731787593, + 0.999050245780628, + 0.9990528119983983, + 0.9990553718462746, + 0.9990579253384333, + 0.9990604724890245, + 0.9990630133121708, + 0.9990655478219681, + 0.999068076032485, + 0.9990705979577637, + 0.9990731136118188, + 0.999075623008639, + 0.9990781261621853, + 0.9990806230863924, + 0.9990831137951685, + 0.9990855983023946, + 0.9990880766219256, + 0.9990905487675892, + 0.9990930147531871, + 0.9990954745924944, + 0.9990979282992593, + 0.9991003758872039, + 0.999102817370024, + 0.9991052527613891, + 0.9991076820749417, + 0.999110105324299, + 0.9991125225230512, + 0.9991149336847627, + 0.9991173388229715, + 0.9991197379511898, + 0.9991221310829035, + 0.9991245182315723, + 0.9991268994106303, + 0.9991292746334853, + 0.9991316439135195, + 0.9991340072640887, + 0.9991363646985235, + 0.9991387162301282, + 0.9991410618721815, + 0.9991434016379366, + 0.9991457355406205, + 0.9991480635934349, + 0.9991503858095561, + 0.9991527022021343, + 0.9991550127842944, + 0.9991573175691361, + 0.9991596165697332, + 0.9991619097991342, + 0.9991641972703625, + 0.999166478996416, + 0.999168754990267, + 0.9991710252648629, + 0.9991732898331259, + 0.9991755487079528, + 0.9991778019022152, + 0.9991800494287599, + 0.9991822913004086, + 0.9991845275299577, + 0.9991867581301787, + 0.9991889831138182, + 0.999191202493598, + 0.9991934162822149, + 0.9991956244923408, + 0.999197827136623, + 0.9992000242276837, + 0.9992022157781207, + 0.9992044018005072, + 0.9992065823073913, + 0.9992087573112969, + 0.9992109268247231, + 0.9992130908601446, + 0.9992152494300115, + 0.9992174025467496, + 0.9992195502227601, + 0.99922169247042, + 0.9992238293020818, + 0.9992259607300736, + 0.9992280867666997, + 0.9992302074242396, + 0.9992323227149491, + 0.9992344326510595, + 0.999236537244778, + 0.9992386365082879, + 0.9992407304537485, + 0.9992428190932948, + 0.9992449024390382, + 0.9992469805030658, + 0.9992490532974411, + 0.9992511208342036, + 0.999253183125369, + 0.9992552401829294, + 0.9992572920188529, + 0.999259338645084, + 0.9992613800735436, + 0.9992634163161288, + 0.9992654473847132, + 0.9992674732911471, + 0.9992694940472568, + 0.9992715096648456, + 0.9992735201556928, + 0.9992755255315549, + 0.9992775258041645, + 0.9992795209852313, + 0.9992815110864415, + 0.999283496119458, + 0.9992854760959207, + 0.9992874510274459, + 0.999289420925627, + 0.9992913858020346, + 0.9992933456682156, + 0.9992953005356944, + 0.9992972504159721, + 0.9992991953205269, + 0.9993011352608141, + 0.999303070248266, + 0.9993050002942923, + 0.9993069254102797, + 0.9993088456075919, + 0.9993107608975704, + 0.9993126712915336, + 0.9993145768007772, + 0.9993164774365745, + 0.999318373210176, + 0.9993202641328097, + 0.9993221502156812, + 0.9993240314699733, + 0.9993259079068467, + 0.9993277795374393, + 0.9993296463728671, + 0.9993315084242235, + 0.9993333657025791, + 0.9993352182189833, + 0.9993370659844623, + 0.9993389090100204, + 0.9993407473066401, + 0.9993425808852812, + 0.9993444097568817, + 0.9993462339323574, + 0.9993480534226025, + 0.9993498682384885, + 0.9993516783908656, + 0.9993534838905616, + 0.9993552847483828, + 0.9993570809751133, + 0.9993588725815158, + 0.9993606595783308, + 0.9993624419762772, + 0.9993642197860524, + 0.999365993018332, + 0.9993677616837698, + 0.9993695257929982, + 0.999371285356628, + 0.9993730403852485, + 0.9993747908894274, + 0.9993765368797108, + 0.999378278366624, + 0.99938001536067, + 0.9993817478723312, + 0.9993834759120686, + 0.9993851994903213, + 0.9993869186175078, + 0.9993886333040253, + 0.9993903435602495, + 0.999392049396535, + 0.9993937508232158, + 0.9993954478506043, + 0.9993971404889919, + 0.9993988287486493, + 0.9994005126398259, + 0.9994021921727504, + 0.9994038673576305, + 0.9994055382046529, + 0.9994072047239839, + 0.9994088669257685, + 0.9994105248201312, + 0.9994121784171757, + 0.999413827726985, + 0.9994154727596215, + 0.999417113525127, + 0.9994187500335224, + 0.9994203822948087, + 0.9994220103189656, + 0.9994236341159528, + 0.9994252536957094, + 0.9994268690681543, + 0.9994284802431855, + 0.9994300872306812, + 0.9994316900404988, + 0.9994332886824758, + 0.9994348831664295, + 0.9994364735021564, + 0.9994380596994334, + 0.9994396417680171, + 0.9994412197176439, + 0.99944279355803, + 0.9994443632988719, + 0.9994459289498457, + 0.999447490520608, + 0.9994490480207949, + 0.999450601460023, + 0.9994521508478886, + 0.9994536961939687, + 0.9994552375078202, + 0.99945677479898, + 0.9994583080769656, + 0.9994598373512746, + 0.9994613626313851, + 0.9994628839267553, + 0.999464401246824, + 0.9994659146010103, + 0.9994674239987138, + 0.9994689294493145, + 0.9994704309621731, + 0.9994719285466307, + 0.9994734222120089, + 0.9994749119676101, + 0.9994763978227174, + 0.9994778797865943, + 0.9994793578684853, + 0.9994808320776155, + 0.9994823024231908, + 0.9994837689143979, + 0.9994852315604045, + 0.9994866903703589, + 0.9994881453533905, + 0.9994895965186096, + 0.9994910438751075, + 0.9994924874319564, + 0.9994939271982098, + 0.9994953631829021, + 0.9994967953950487, + 0.9994982238436462, + 0.9994996485376726, + 0.9995010694860867, + 0.999502486697829, + 0.9995039001818209, + 0.9995053099469652, + 0.9995067160021461, + 0.9995081183562291, + 0.9995095170180611, + 0.9995109119964706, + 0.9995123033002672, + 0.9995136909382423, + 0.9995150749191686, + 0.9995164552518006, + 0.9995178319448742, + 0.999519205007107, + 0.9995205744471983, + 0.9995219402738289, + 0.9995233024956616, + 0.9995246611213405, + 0.999526016159492, + 0.999527367618724, + 0.9995287155076261, + 0.9995300598347703, + 0.9995314006087099, + 0.9995327378379807, + 0.9995340715310999, + 0.9995354016965671, + 0.9995367283428638, + 0.9995380514784535, + 0.9995393711117819, + 0.9995406872512769, + 0.9995419999053483, + 0.9995433090823882, + 0.9995446147907711, + 0.9995459170388533, + 0.9995472158349739, + 0.9995485111874539, + 0.9995498031045971, + 0.999551091594689, + 0.999552376665998, + 0.9995536583267751, + 0.9995549365852531, + 0.9995562114496479, + 0.9995574829281576, + 0.999558751028963, + 0.9995600157602273, + 0.9995612771300967, + 0.9995625351466996, + 0.9995637898181473, + 0.999565041152534, + 0.9995662891579361, + 0.9995675338424134, + 0.999568775214008, + 0.9995700132807451, + 0.9995712480506327, + 0.9995724795316617, + 0.9995737077318058, + 0.9995749326590219, + 0.9995761543212496, + 0.9995773727264117, + 0.9995785878824139, + 0.9995797997971452, + 0.9995810084784775, + 0.9995822139342658, + 0.9995834161723486, + 0.9995846152005471, + 0.999585811026666, + 0.9995870036584933, + 0.9995881931038001, + 0.999589379370341, + 0.9995905624658539, + 0.9995917423980598, + 0.9995929191746635, + 0.999594092803353, + 0.9995952632917997, + 0.9995964306476588, + 0.9995975948785687, + 0.9995987559921515, + 0.9995999139960128, + 0.9996010688977418, + 0.9996022207049114, + 0.9996033694250782, + 0.9996045150657825, + 0.9996056576345481, + 0.9996067971388828, + 0.9996079335862781, + 0.9996090669842093, + 0.9996101973401355, + 0.9996113246614997, + 0.999612448955729, + 0.999613570230234, + 0.9996146884924096, + 0.9996158037496348, + 0.9996169160092719, + 0.9996180252786683, + 0.9996191315651545, + 0.9996202348760457, + 0.999621335218641, + 0.9996224326002237, + 0.9996235270280612, + 0.9996246185094054, + 0.9996257070514921, + 0.9996267926615415, + 0.9996278753467583, + 0.9996289551143311, + 0.9996300319714333, + 0.9996311059252223, + 0.9996321769828402, + 0.9996332451514136, + 0.9996343104380532, + 0.9996353728498544, + 0.9996364323938973, + 0.9996374890772464, + 0.9996385429069506, + 0.9996395938900439, + 0.9996406420335443, + 0.999641687344455, + 0.9996427298297638, + 0.9996437694964428, + 0.9996448063514495, + 0.9996458404017257, + 0.9996468716541981, + 0.9996479001157784, + 0.9996489257933631, + 0.9996499486938334, + 0.9996509688240558, + 0.9996519861908814, + 0.9996530008011463, + 0.9996540126616718, + 0.9996550217792641, + 0.9996560281607145, + 0.9996570318127993, + 0.9996580327422802, + 0.9996590309559035, + 0.9996600264604011, + 0.99966101926249, + 0.9996620093688724, + 0.9996629967862358, + 0.9996639815212528, + 0.9996649635805815, + 0.9996659429708653, + 0.9996669196987328, + 0.9996678937707981, + 0.9996688651936608, + 0.9996698339739059, + 0.9996708001181035, + 0.9996717636328099, + 0.9996727245245661, + 0.9996736827998995, + 0.9996746384653223, + 0.9996755915273329, + 0.9996765419924148, + 0.9996774898670376, + 0.9996784351576564, + 0.9996793778707119, + 0.9996803180126307, + 0.9996812555898251, + 0.9996821906086932, + 0.9996831230756188, + 0.9996840529969718, + 0.9996849803791077, + 0.9996859052283679, + 0.99968682755108, + 0.9996877473535573, + 0.9996886646420989, + 0.9996895794229905, + 0.9996904917025032, + 0.9996914014868945, + 0.9996923087824078, + 0.9996932135952726, + 0.9996941159317049, + 0.9996950157979063, + 0.9996959132000649, + 0.9996968081443549, + 0.9996977006369369, + 0.9996985906839575, + 0.9996994782915498, + 0.999700363465833, + 0.999701246212913, + 0.9997021265388816, + 0.9997030044498173, + 0.999703879951785, + 0.9997047530508357, + 0.9997056237530074, + 0.9997064920643243, + 0.9997073579907968, + 0.9997082215384225, + 0.9997090827131853, + 0.9997099415210553, + 0.9997107979679897, + 0.9997116520599322, + 0.9997125038028131, + 0.9997133532025495, + 0.9997142002650452, + 0.9997150449961906, + 0.999715887401863, + 0.9997167274879265, + 0.999717565260232, + 0.9997184007246173, + 0.9997192338869068, + 0.999720064752912, + 0.9997208933284314, + 0.9997217196192505, + 0.9997225436311413, + 0.9997233653698634, + 0.9997241848411631, + 0.9997250020507735, + 0.9997258170044154, + 0.9997266297077961, + 0.9997274401666104, + 0.99972824838654, + 0.9997290543732539, + 0.9997298581324082, + 0.9997306596696464, + 0.9997314589905989, + 0.9997322561008838, + 0.9997330510061061, + 0.9997338437118585, + 0.9997346342237204, + 0.9997354225472594, + 0.9997362086880299, + 0.9997369926515738, + 0.9997377744434206, + 0.9997385540690872, + 0.9997393315340778, + 0.9997401068438844, + 0.9997408800039863, + 0.9997416510198505, + 0.9997424198969316, + 0.9997431866406715, + 0.9997439512565002, + 0.999744713749835, + 0.999745474126081, + 0.9997462323906309, + 0.9997469885488653, + 0.9997477426061525, + 0.9997484945678484, + 0.9997492444392969, + 0.9997499922258296, + 0.999750737932766, + 0.9997514815654135, + 0.9997522231290671, + 0.9997529626290103, + 0.9997537000705138, + 0.9997544354588369, + 0.9997551687992265, + 0.9997559000969178, + 0.9997566293571336, + 0.9997573565850852, + 0.9997580817859718, + 0.9997588049649805, + 0.9997595261272869, + 0.9997602452780544, + 0.9997609624224348, + 0.9997616775655681, + 0.9997623907125823, + 0.9997631018685939, + 0.9997638110387073, + 0.9997645182280156, + 0.9997652234416, + 0.99976592668453, + 0.9997666279618636, + 0.9997673272786469, + 0.9997680246399148, + 0.9997687200506903, + 0.9997694135159848, + 0.9997701050407986, + 0.99977079463012, + 0.9997714822889261, + 0.9997721680221824, + 0.999772851834843, + 0.9997735337318506, + 0.9997742137181366, + 0.9997748917986207, + 0.9997755679782115, + 0.9997762422618065, + 0.9997769146542913, + 0.9997775851605407, + 0.9997782537854181, + 0.9997789205337754, + 0.9997795854104538, + 0.9997802484202829, + 0.9997809095680812, + 0.9997815688586562, + 0.999782226296804, + 0.99978288188731, + 0.999783535634948, + 0.9997841875444812, + 0.9997848376206615, + 0.9997854858682298, + 0.999786132291916, + 0.9997867768964392, + 0.9997874196865074, + 0.9997880606668177, + 0.9997886998420561, + 0.999789337216898, + 0.9997899727960079, + 0.9997906065840392, + 0.9997912385856347, + 0.9997918688054264, + 0.9997924972480353, + 0.9997931239180721, + 0.9997937488201362, + 0.9997943719588166, + 0.9997949933386916, + 0.9997956129643287, + 0.999796230840285, + 0.9997968469711067, + 0.9997974613613294, + 0.9997980740154783, + 0.9997986849380678, + 0.9997992941336021, + 0.9997999016065745, + 0.999800507361468, + 0.9998011114027551, + 0.9998017137348978, + 0.9998023143623476, + 0.9998029132895457, + 0.9998035105209229, + 0.9998041060608995, + 0.9998046999138857, + 0.9998052920842809, + 0.9998058825764747, + 0.9998064713948461, + 0.999807058543764, + 0.9998076440275867, + 0.9998082278506627, + 0.9998088100173301, + 0.9998093905319169, + 0.9998099693987407, + 0.9998105466221091, + 0.9998111222063196, + 0.9998116961556597, + 0.9998122684744064, + 0.9998128391668272, + 0.9998134082371791, + 0.9998139756897092, + 0.9998145415286548, + 0.9998151057582428, + 0.9998156683826906, + 0.9998162294062054, + 0.9998167888329844, + 0.9998173466672151, + 0.9998179029130749, + 0.9998184575747316, + 0.9998190106563429, + 0.9998195621620569, + 0.9998201120960116, + 0.9998206604623356, + 0.9998212072651474, + 0.999821752508556, + 0.9998222961966604, + 0.9998228383335501, + 0.9998233789233051, + 0.9998239179699953, + 0.9998244554776811, + 0.9998249914504135, + 0.9998255258922337, + 0.9998260588071733, + 0.9998265901992545, + 0.9998271200724896, + 0.9998276484308819, + 0.9998281752784247, + 0.999828700619102, + 0.9998292244568885, + 0.9998297467957492, + 0.9998302676396398, + 0.9998307869925065, + 0.9998313048582862, + 0.9998318212409064, + 0.9998323361442852, + 0.9998328495723315, + 0.9998333615289446, + 0.9998338720180151, + 0.9998343810434235, + 0.9998348886090416, + 0.999835394718732, + 0.9998358993763476, + 0.9998364025857327, + 0.999836904350722, + 0.9998374046751413, + 0.9998379035628069, + 0.9998384010175264, + 0.999838897043098, + 0.999839391643311, + 0.9998398848219456, + 0.9998403765827728, + 0.9998408669295547, + 0.9998413558660444, + 0.9998418433959859, + 0.9998423295231145, + 0.9998428142511561, + 0.999843297583828, + 0.9998437795248385, + 0.9998442600778871, + 0.9998447392466642, + 0.9998452170348515, + 0.9998456934461218, + 0.9998461684841392, + 0.9998466421525588, + 0.9998471144550269, + 0.9998475853951813, + 0.9998480549766507, + 0.9998485232030555, + 0.9998489900780069, + 0.9998494556051076, + 0.9998499197879519, + 0.9998503826301252, + 0.9998508441352039, + 0.9998513043067564, + 0.9998517631483422, + 0.9998522206635123, + 0.999852676855809, + 0.9998531317287661, + 0.9998535852859088, + 0.9998540375307542, + 0.9998544884668102, + 0.9998549380975768, + 0.9998553864265453, + 0.9998558334571984, + 0.9998562791930109, + 0.9998567236374486, + 0.9998571667939692, + 0.9998576086660221, + 0.9998580492570481, + 0.9998584885704799, + 0.9998589266097417, + 0.9998593633782495, + 0.9998597988794111, + 0.9998602331166258, + 0.9998606660932846, + 0.9998610978127708, + 0.9998615282784589, + 0.9998619574937153, + 0.9998623854618987, + 0.999862812186359, + 0.9998632376704383, + 0.9998636619174704, + 0.9998640849307814, + 0.9998645067136888, + 0.9998649272695022, + 0.999865346601523, + 0.9998657647130451, + 0.9998661816073537, + 0.9998665972877265, + 0.9998670117574328, + 0.9998674250197342, + 0.9998678370778843, + 0.9998682479351286, + 0.9998686575947049, + 0.9998690660598429, + 0.9998694733337646, + 0.999869879419684, + 0.9998702843208072, + 0.9998706880403326, + 0.9998710905814506, + 0.9998714919473441, + 0.9998718921411879, + 0.999872291166149, + 0.999872689025387, + 0.9998730857220534, + 0.9998734812592921, + 0.9998738756402396, + 0.999874268868024, + 0.9998746609457664, + 0.9998750518765799, + 0.9998754416635701, + 0.999875830309835, + 0.9998762178184647, + 0.9998766041925421, + 0.9998769894351424, + 0.999877373549333, + 0.9998777565381741, + 0.9998781384047182, + 0.9998785191520102, + 0.9998788987830878, + 0.9998792773009808, + 0.9998796547087121, + 0.9998800310092966, + 0.9998804062057419, + 0.9998807803010487, + 0.9998811532982095, + 0.9998815252002099, + 0.9998818960100282, + 0.999882265730635, + 0.9998826343649939, + 0.999883001916061, + 0.9998833683867852, + 0.9998837337801079, + 0.9998840980989635, + 0.999884461346279, + 0.9998848235249741, + 0.9998851846379616, + 0.9998855446881466, + 0.9998859036784274, + 0.999886261611695, + 0.9998866184908332, + 0.9998869743187186, + 0.999887329098221, + 0.9998876828322025, + 0.9998880355235187, + 0.9998883871750177, + 0.9998887377895408, + 0.999889087369922, + 0.9998894359189885, + 0.9998897834395605, + 0.9998901299344508, + 0.9998904754064656, + 0.999890819858404, + 0.9998911632930583, + 0.9998915057132134, + 0.9998918471216477, + 0.9998921875211326, + 0.9998925269144325, + 0.999892865304305, + 0.9998932026935007, + 0.9998935390847635, + 0.9998938744808306, + 0.9998942088844317, + 0.9998945422982906, + 0.9998948747251236, + 0.9998952061676407, + 0.9998955366285448, + 0.9998958661105322, + 0.9998961946162924, + 0.9998965221485082, + 0.9998968487098558, + 0.9998971743030046, + 0.9998974989306173, + 0.99989782259535, + 0.999898145299852, + 0.9998984670467663, + 0.9998987878387291, + 0.9998991076783698, + 0.9998994265683114, + 0.9998997445111705, + 0.9999000615095568, + 0.9999003775660736, + 0.9999006926833178, + 0.9999010068638796, + 0.9999013201103428, + 0.9999016324252845, + 0.9999019438112757, + 0.9999022542708806, + 0.9999025638066572, + 0.9999028724211569, + 0.9999031801169248, + 0.9999034868964995, + 0.9999037927624133, + 0.999904097717192, + 0.9999044017633553, + 0.9999047049034161, + 0.9999050071398815, + 0.9999053084752519, + 0.9999056089120216, + 0.9999059084526786, + 0.9999062070997043, + 0.9999065048555744, + 0.9999068017227579, + 0.9999070977037178, + 0.9999073928009107, + 0.999907687016787, + 0.9999079803537914, + 0.9999082728143616, + 0.9999085644009298, + 0.9999088551159218, + 0.9999091449617572, + 0.9999094339408495, + 0.9999097220556064, + 0.9999100093084289, + 0.9999102957017124, + 0.9999105812378463, + 0.9999108659192134, + 0.9999111497481911, + 0.9999114327271503, + 0.9999117148584561, + 0.9999119961444675, + 0.9999122765875377, + 0.9999125561900136, + 0.9999128349542366, + 0.9999131128825416, + 0.9999133899772581, + 0.9999136662407092, + 0.9999139416752126, + 0.9999142162830796, + 0.9999144900666159, + 0.9999147630281214, + 0.99991503516989, + 0.9999153064942096, + 0.9999155770033626, + 0.9999158466996255, + 0.9999161155852689, + 0.9999163836625576, + 0.9999166509337508, + 0.9999169174011017, + 0.9999171830668578, + 0.9999174479332612, + 0.9999177120025478, + 0.999917975276948, + 0.9999182377586866, + 0.9999184994499826, + 0.9999187603530492, + 0.9999190204700942, + 0.9999192798033196, + 0.9999195383549219, + 0.9999197961270918, + 0.9999200531220145, + 0.9999203093418695, + 0.9999205647888308, + 0.9999208194650671, + 0.9999210733727409, + 0.9999213265140098, + 0.9999215788910254, + 0.9999218305059341, + 0.9999220813608767, + 0.9999223314579883, + 0.9999225807993988, + 0.9999228293872324, + 0.9999230772236083, + 0.9999233243106396, + 0.9999235706504342, + 0.9999238162450951, + 0.9999240610967192, + 0.9999243052073982, + 0.9999245485792185, + 0.9999247912142613, + 0.999925033114602, + 0.999925274282311, + 0.9999255147194535, + 0.9999257544280888, + 0.9999259934102716, + 0.9999262316680506, + 0.9999264692034697, + 0.9999267060185675, + 0.999926942115377, + 0.9999271774959265, + 0.9999274121622385, + 0.9999276461163304, + 0.9999278793602149, + 0.9999281118958988, + 0.9999283437253841, + 0.9999285748506676, + 0.9999288052737406, + 0.9999290349965899, + 0.9999292640211965, + 0.9999294923495368, + 0.9999297199835816, + 0.9999299469252969, + 0.9999301731766436, + 0.9999303987395773, + 0.9999306236160489, + 0.9999308478080038, + 0.9999310713173827, + 0.999931294146121, + 0.9999315162961494, + 0.9999317377693933, + 0.9999319585677732, + 0.9999321786932046, + 0.999932398147598, + 0.9999326169328591, + 0.9999328350508884, + 0.9999330525035816, + 0.9999332692928293, + 0.9999334854205175, + 0.9999337008885271, + 0.9999339156987339, + 0.9999341298530093, + 0.9999343433532194, + 0.9999345562012255, + 0.9999347683988843, + 0.9999349799480475, + 0.9999351908505617, + 0.9999354011082692, + 0.9999356107230071, + 0.9999358196966078, + 0.9999360280308992, + 0.999936235727704, + 0.9999364427888402, + 0.9999366492161212, + 0.9999368550113559, + 0.9999370601763479, + 0.9999372647128965, + 0.9999374686227961, + 0.9999376719078364, + 0.9999378745698027, + 0.9999380766104752, + 0.9999382780316298, + 0.9999384788350375, + 0.9999386790224647, + 0.9999388785956733, + 0.9999390775564205, + 0.9999392759064589, + 0.9999394736475364, + 0.9999396707813965, + 0.9999398673097779, + 0.999940063234415, + 0.9999402585570374, + 0.9999404532793702, + 0.9999406474031342, + 0.9999408409300453, + 0.9999410338618153, + 0.9999412262001511, + 0.9999414179467554, + 0.9999416091033262, + 0.9999417996715572, + 0.9999419896531374, + 0.9999421790497519, + 0.9999423678630807, + 0.9999425560947997, + 0.9999427437465803, + 0.9999429308200897, + 0.9999431173169904, + 0.9999433032389405, + 0.9999434885875942, + 0.9999436733646008, + 0.9999438575716054, + 0.9999440412102489, + 0.9999442242821677, + 0.999944406788994, + 0.9999445887323555, + 0.9999447701138758, + 0.9999449509351741, + 0.9999451311978653, + 0.9999453109035602, + 0.999945490053865, + 0.9999456686503819, + 0.9999458466947089, + 0.9999460241884395, + 0.9999462011331632, + 0.9999463775304652, + 0.9999465533819266, + 0.9999467286891242, + 0.9999469034536305, + 0.9999470776770141, + 0.9999472513608393, + 0.9999474245066661, + 0.9999475971160506, + 0.9999477691905447, + 0.9999479407316961, + 0.9999481117410484, + 0.9999482822201411, + 0.9999484521705096, + 0.9999486215936854, + 0.9999487904911956, + 0.9999489588645634, + 0.9999491267153079, + 0.9999492940449444, + 0.9999494608549836, + 0.9999496271469329, + 0.999949792922295, + 0.999949958182569, + 0.99995012292925, + 0.9999502871638289, + 0.9999504508877927, + 0.9999506141026245, + 0.9999507768098034, + 0.9999509390108045, + 0.999951100707099, + 0.9999512619001543, + 0.9999514225914335, + 0.9999515827823963, + 0.9999517424744979, + 0.9999519016691902, + 0.999952060367921, + 0.9999522185721339, + 0.999952376283269, + 0.9999525335027626, + 0.9999526902320468, + 0.9999528464725501, + 0.9999530022256972, + 0.9999531574929088, + 0.999953312275602, + 0.99995346657519, + 0.9999536203930821, + 0.9999537737306838, + 0.9999539265893973, + 0.9999540789706204, + 0.9999542308757474, + 0.9999543823061691, + 0.999954533263272, + 0.9999546837484394, + 0.9999548337630507, + 0.9999549833084815, + 0.9999551323861038, + 0.9999552809972858, + 0.9999554291433922, + 0.9999555768257838, + 0.9999557240458179, + 0.999955870804848, + 0.9999560171042242, + 0.9999561629452928, + 0.9999563083293962, + 0.9999564532578736, + 0.9999565977320605, + 0.9999567417532885, + 0.9999568853228862, + 0.9999570284421778, + 0.9999571711124846, + 0.9999573133351242, + 0.9999574551114102, + 0.9999575964426533, + 0.99995773733016, + 0.9999578777752338, + 0.9999580177791746, + 0.9999581573432783, + 0.9999582964688378, + 0.9999584351571424, + 0.9999585734094778, + 0.9999587112271262, + 0.9999588486113664, + 0.9999589855634738, + 0.9999591220847202, + 0.9999592581763739, + 0.9999593938397, + 0.99995952907596, + 0.9999596638864119, + 0.9999597982723105, + 0.999959932234907, + 0.9999600657754494, + 0.9999601988951821, + 0.999960331595346, + 0.9999604638771793, + 0.9999605957419159, + 0.9999607271907871, + 0.9999608582250203, + 0.9999609888458401, + 0.9999611190544672, + 0.9999612488521192, + 0.9999613782400107, + 0.9999615072193527, + 0.9999616357913528, + 0.9999617639572154, + 0.9999618917181415, + 0.9999620190753293, + 0.9999621460299732, + 0.9999622725832645, + 0.9999623987363914, + 0.9999625244905387, + 0.9999626498468878, + 0.9999627748066173, + 0.9999628993709022, + 0.9999630235409146, + 0.999963147317823, + 0.9999632707027931, + 0.9999633936969872, + 0.9999635163015643, + 0.9999636385176806, + 0.9999637603464888, + 0.9999638817891386, + 0.9999640028467764, + 0.9999641235205459, + 0.9999642438115869, + 0.9999643637210367, + 0.9999644832500292, + 0.9999646023996954, + 0.999964721171163, + 0.9999648395655567, + 0.9999649575839981, + 0.9999650752276056, + 0.9999651924974946, + 0.9999653093947777, + 0.9999654259205639, + 0.9999655420759597, + 0.9999656578620681, + 0.9999657732799896, + 0.999965888330821, + 0.9999660030156565, + 0.9999661173355874, + 0.9999662312917016, + 0.9999663448850844, + 0.9999664581168177, + 0.9999665709879808, + 0.9999666834996499, + 0.999966795652898, + 0.9999669074487956, + 0.9999670188884097, + 0.9999671299728047, + 0.9999672407030422, + 0.9999673510801804, + 0.999967461105275, + 0.9999675707793787, + 0.999967680103541, + 0.9999677890788088, + 0.9999678977062261, + 0.9999680059868338, + 0.9999681139216702, + 0.9999682215117703, + 0.9999683287581669 + ], + "yaxis": "y2" + } + ], + "layout": { + "annotations": [ + { + "font": { + "size": 16 + }, + "showarrow": false, + "text": "PDF", + "x": 0.225, + "xanchor": "center", + "xref": "paper", + "y": 1, + "yanchor": "bottom", + "yref": "paper" + }, + { + "font": { + "size": 16 + }, + "showarrow": false, + "text": "CDF", + "x": 0.775, + "xanchor": "center", + "xref": "paper", + "y": 1, + "yanchor": "bottom", + "yref": "paper" + } + ], + "height": 400, + "showlegend": false, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "heatmapgl": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmapgl" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "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, + "#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, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 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, + "#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": 900, + "xaxis": { + "anchor": "y", + "domain": [ + 0, + 0.45 + ], + "title": { + "text": "x" + } + }, + "xaxis2": { + "anchor": "y2", + "domain": [ + 0.55, + 1 + ], + "title": { + "text": "x" + } + }, + "yaxis": { + "anchor": "x", + "domain": [ + 0, + 1 + ], + "title": { + "text": "f(x)" + } + }, + "yaxis2": { + "anchor": "x2", + "domain": [ + 0, + 1 + ], + "title": { + "text": "F(x)" + } + } + } + }, + "text/html": [ + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "plot_cdf_pdf()" + "import plotly.graph_objects as go\n", + "from plotly.subplots import make_subplots\n", + "\n", + "def plot_cdf_pdf_plotly():\n", + " # Generate 10000 evenly distributed values from -4 to 4\n", + " x = np.linspace(-4.0, 4.0, 10000)\n", + "\n", + " # Compute their Probability Densities and Cumulative Distributions\n", + " pdf = stats.norm.pdf(x)\n", + " cdf = stats.norm.cdf(x)\n", + " \n", + " fig = make_subplots(rows=1, cols=2, subplot_titles=(\"PDF\", \"CDF\"))\n", + "\n", + " fig.add_trace(\n", + " go.Scatter(x=x, y=pdf),\n", + " row=1, col=1\n", + " )\n", + " fig.update_xaxes(title_text=\"x\", row=1, col=1)\n", + " fig.update_yaxes(title_text=\"f(x)\", row=1, col=1)\n", + "\n", + " fig.add_trace(\n", + " go.Scatter(x=x, y=cdf),\n", + " row=1, col=2\n", + " )\n", + " fig.update_xaxes(title_text=\"x\", row=1, col=2)\n", + " fig.update_yaxes(title_text=\"F(x)\", row=1, col=2)\n", + "\n", + " # Update yaxis properties\n", + "\n", + " fig.update_layout(height=400, width=900, showlegend=False)\n", + " fig.show()\n", + " \n", + "plot_cdf_pdf_plotly()" ] }, { @@ -131,42 +41066,20961 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 24, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", - "text/plain": [ - "
" + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "type": "histogram", + "x": [ + 0.5688859626931965, + 1.0493757494743654, + -1.5162956206075682, + -0.6735486109284846, + -1.2726069015790251, + -1.216355643132581, + 0.1292853224866415, + -1.9951541704858367, + 0.9371066614757536, + 1.817746008901532, + 0.06650700554914597, + -0.3642130191082217, + -1.1716424036000133, + 0.6196567278597733, + 1.0670693734221282, + -0.29776597937311183, + 1.4643457922669019, + 1.1337153853630688, + 0.5813549764318102, + -0.1569259858254663, + 0.8640613156586547, + 0.5633082323870443, + -0.5547716216993253, + -0.7576697456969202, + -1.3430205437627847, + -0.8085874835318043, + -0.023803465438463487, + -1.3204709495974936, + 0.32678216879188454, + 0.47811033516771134, + 0.36942800002317944, + -0.4060329927372459, + -0.41421406268144, + 0.16029427132593602, + 0.3174077579926982, + -1.8723541846122784, + -2.0568106762845475, + -0.33261563718559417, + 0.26052369126964114, + 1.7972220897836142, + -1.4522122416367746, + 0.6835053810692853, + -1.0624030168209933, + 0.24517589992688224, + 0.04235012872760257, + 0.4378617426695139, + 0.30913422823849185, + -1.1172262918415554, + 0.0036677505120393584, + 1.0487376462895974, + -1.9410008962170842, + -0.49107132891384986, + -1.227725835379942, + 1.3871097536987804, + -0.46588236627738644, + -1.865856749136421, + -0.1037511489472949, + 0.09072217106349836, + -1.0487314159350916, + -0.2528558111318451, + 0.6238362603234967, + -1.253527777798151, + -0.7967201739645425, + -0.08736321432038899, + 0.21231653638822823, + 1.8183291896802116, + -2.1063043387609808, + 0.2912059114043615, + -1.2543733107282276, + -0.5560034515241995, + 0.2213703050020916, + 1.8361587872700502, + -0.4181969192218868, + 0.7508950390978447, + -0.803494280607971, + 0.43347334553059697, + -0.8653070490548956, + 0.8488920827767492, + 0.29613672671225527, + -0.18468209453663834, + 0.10540455592865076, + 0.20586227959902503, + -1.7220654156986603, + 0.8757697645336944, + -0.9897509480440798, + 0.538014020205556, + 1.9090424767509433, + -1.420793006343214, + 0.6950567942687157, + 0.3724983622163876, + 0.9274238813735436, + -0.851703955646389, + 0.96389890810707, + 1.4286209239786076, + 1.1071891683660753, + 0.20822111331940496, + -0.1577118157616072, + -0.4711810768959054, + -1.9447477897543834, + 0.9422617710459852, + 0.7713894043681511, + -0.2149560281057571, + -0.13660124489875713, + -0.3563981058770244, + 0.022889514740169915, + -0.47717033796620745, + -0.09394398151404973, + -0.9299425651452978, + -0.6502785554724653, + 0.3685336763220069, + 1.1037222209172226, + 1.0013122898974836, + -0.9123485751562715, + 0.6327970599142451, + 1.9701245008042054, + -0.020829279840402566, + 0.9652197383362325, + -0.5441744931982705, + -0.10092292643304161, + -1.1739713672033392, + 0.26735546213026334, + 1.3347610106663093, + -1.198294046939845, + -0.4558232601681766, + 0.22647597033091507, + -0.6001687399176245, + 0.4006419959877154, + 0.8444798965444126, + -0.2989441829411485, + 0.9807378036121934, + 1.1112254696004196, + 1.5156009976845495, + 0.3525538030437045, + 0.6626138808437223, + 0.734157955966955, + 0.46627699805682643, + -1.616308331090345, + -0.8837090630320972, + 0.07425006923555465, + 0.6050884113756692, + 0.2671432890118775, + 1.2868869443951632, + -2.1452171695378413, + 1.5912023050430004, + 2.080291030387493, + 0.07719567341111469, + -1.2304340764004653, + 1.2246777056143432, + 0.8252640682616813, + 0.007722870798123371, + 0.27632778597888463, + -1.1123194220271593, + 0.6791631582358479, + -0.30395014312458407, + -1.2346437628458096, + 0.3642879679255902, + 0.5299341519445845, + 0.3962190054661219, + 0.1000888300101207, + -1.1757940850776978, + -1.0290865042760153, + -1.5394173260429855, + -1.4715892342674193, + -0.9547726797207822, + 0.856320304891572, + -0.4355299152550677, + -0.5420789103245431, + -0.2925483819856624, + 2.1670318028342423, + 0.8798760490302189, + 0.618853241230194, + -0.8411316187756513, + 0.1787390407426235, + 1.5673832886045982, + 1.842473072741349, + -0.9801000917433859, + 0.1102055091614304, + 1.2184326678830673, + 1.9456624881439144, + -1.0094111166450566, + 1.3180392283605213, + 0.13122989970726942, + 0.3777605631424238, + 0.33110081262635094, + 0.9633823899488032, + 0.25281411348549215, + -0.718888238789551, + -1.6022821589881897, + 0.0036756799676878715, + -0.8563511826335393, + 0.0708938993657887, + 1.4093235996610853, + 0.17747015773133998, + 1.3788099710983586, + 0.4198534091739778, + 1.4207750650626745, + -0.5489828232672245, + -0.6069458297396872, + -0.17837940267757404, + 0.9882107436345582, + 0.3740441895924867, + 0.6754876848504007, + 1.1611465162581873, + 1.044658715332762, + 0.0468189811572836, + 0.1298308469860083, + -0.4220658916171548, + -0.009593461763499065, + -2.682121357745177, + 1.0284356876923084, + 1.1542515881861204, + 1.3291521707261598, + 0.6784235868806794, + -1.655968606146005, + 0.6171765066226825, + 1.4139157652837975, + 0.7958134724054996, + 0.3357248781110907, + -0.34881790384124217, + -1.8633704070960597, + -0.5295127791065599, + -1.526475684073946, + -0.1817980104972033, + -0.8465775299411563, + 1.4094135064163564, + 1.6070114104655007, + -0.02885423181411382, + 0.3987013809013687, + -0.8149269841521035, + -0.998761170804815, + -0.6727156754622098, + 0.09744269722539736, + -1.30299408802307, + 0.49302533305645635, + -0.7586185711495991, + 1.108061488994393, + -0.37684663293591886, + 1.2270273835119068, + 1.0619512131891575, + -1.1250472869708354, + -1.5333488540769817, + -0.20905408647895588, + 0.5434261398333419, + 0.5826919049081516, + -0.08307998775531039, + -0.20609962389506345, + 0.8297910707321983, + -0.30517808536498947, + -0.35506751702878214, + 0.04014308939312042, + -1.1285407817349413, + -0.21631510467020976, + -0.40646562661112917, + 0.46166327897892595, + -1.2696692706054866, + 0.7316255156908608, + 0.5678310079265672, + -2.3959749875847867, + 0.2347719051505086, + 0.04651252320299518, + -0.26244913096026745, + 1.056651841558996, + -1.1863026481858545, + 0.8512871561205145, + -0.31995804715843656, + 1.8599039126742496, + 0.2213754747022394, + -1.917036989705864, + -0.6277223879525983, + -0.4277873388457666, + -1.0178638147495973, + -0.42821408201291067, + 0.0742763414284304, + 0.9327637584552543, + 1.497697438134299, + 0.249376791023436, + -1.6129537745526978, + 1.7844560885361946, + -0.8656354221345214, + 0.2810486118215264, + -1.10245682553804, + -1.240200226789409, + -0.11917654611321378, + -0.6146071611962952, + 0.08251740232911897, + -1.176600018546732, + 0.7007297591442774, + 1.101661398973361, + 0.6611020551784583, + 0.9165792141789024, + 0.07914070339788858, + 1.211701768521601, + 1.445505622055703, + 0.647737467366019, + -1.4680366196752144, + -2.1810614236248473, + -0.19848473109642445, + 2.73734056512066, + 0.5295682362711556, + 0.3474221309927103, + -0.3800542297877651, + -0.6639057525716028, + 0.6095410371002531, + -0.15460608842662502, + -0.8845875711806451, + 0.5492692570354468, + 1.9685636862158111, + -0.3701242681396367, + 0.18910867221192976, + -0.034131103319250566, + -0.5530601363623112, + -1.3337006389821278, + -0.41877165003471206, + 0.017751196803449575, + 0.9360179404023588, + -0.4513868318687639, + 0.30416725408389267, + -0.0212403351608479, + 0.30872920954856653, + 1.2611809969804524, + -0.4591172354438102, + -0.1085487653570053, + 1.3724306418281746, + 1.9939367675051836, + 0.8003805986516689, + -0.19387874646657483, + -1.8912235711464647, + 1.9556765016422122, + 0.90782811433735, + -1.9157028931315494, + 1.4234273051151363, + 0.2591110994240057, + 0.4994849679696979, + -0.29253035433252483, + 0.647090881999957, + 0.7555690751304097, + 0.22576307052377143, + 0.9231486675618217, + 1.383049866007935, + -0.8135635716265196, + -0.6405349352604298, + 0.912809836818823, + 0.6895607314561837, + 0.6582048262158622, + 0.9516742038917732, + 0.7817597508613985, + -1.2811107990069577, + 2.0310858216340533, + 0.11182992024217848, + -0.6791918717968135, + 1.202347501677247, + -0.8010278149138725, + 0.17770771724479728, + -0.012680010654884786, + 0.6757647612883578, + 0.20656196688986264, + -0.7044736474695533, + 0.4834152330315864, + 0.8280826374728901, + -1.4010137980585735, + -0.2078386026143877, + -0.9413170856773517, + -1.4517126315286522, + -0.19504030333003555, + -0.7425206758424284, + 0.7086230575298244, + 0.9142922053132718, + -0.3198981203256271, + -1.2834860830316441, + -0.07369481049711706, + -0.09646806327529253, + 0.402092969819356, + 0.9227740291052061, + 2.6805517807512786, + 0.3300302025880054, + -0.817428921755546, + 0.20969381078321833, + -0.11021892647478429, + 0.8804645544193389, + -0.9183711426737623, + 0.7116021058303486, + -1.1404402654346923, + -0.3414880835952994, + 0.550473492000474, + 1.9291111473839082, + 0.2570432757785688, + -0.6358165467601277, + 2.388488691156146, + 1.5902254367720141, + 1.0524728182512821, + -0.576797913059519, + 0.2613445502067892, + 1.7067398344570597, + -0.15282530570527814, + -0.4275958463003839, + 1.8110490732417357, + -0.06223339848644598, + -1.2790367336078718, + -0.9618705406873599, + 0.1448049163779012, + -0.3043301292900657, + 0.29264692536850795, + -0.8452623726986077, + 0.35220600559217163, + -0.30522843417050977, + -1.2205460922457536, + -0.13072384868132478, + 1.5215487746129963, + 1.9784183482757354, + -1.5869909391645938, + -0.18794172742934542, + 0.5909983075821322, + 0.18555791146351228, + 0.44489926467281443, + -0.2917892869808743, + 0.26070907898491097, + 0.7750778951181692, + -0.03649172859129237, + 0.6869182493427733, + -0.07559470668175804, + 0.04609625926646879, + -0.42576960967352695, + 0.33138266126143473, + 0.12959202761497352, + 0.1934793891641156, + 0.5525871818493553, + -1.2045422558888303, + 1.2371937084694662, + 1.2101787584201984, + -0.5593520515630879, + 0.6720440515480466, + 0.0673955703531653, + -1.4748957765168282, + -0.6763220482413156, + -0.8067624332033134, + 1.3258723049800047, + 0.1577323241182328, + 0.2790075794984876, + 0.0562239074870142, + -2.8309931481832318, + -0.3822453574545806, + 0.37629325002276603, + -1.28690327450703, + 2.495276363158912, + 1.3914751699143009, + 0.7684812662492284, + -0.0684399762435169, + -0.3821046638959371, + 0.15336349261808477, + 0.3485647569375948, + -0.2269667261851883, + 0.5926397965409458, + -0.9953250762207474, + -0.8778707352792209, + 0.6661055105489169, + -0.5132512590824374, + 1.0321237181749618, + 0.11777328108902213, + 0.6268192342150981, + 0.7274412411110557, + -0.09605813074845763, + -0.037196901799755766, + 0.07854573833988156, + 0.46531348303700343, + -0.4081855145773272, + -0.22456043248003218, + 0.9630966836195717, + 0.26058891489416963, + -0.0258749109524318, + 0.4861443699162413, + 0.6840465221581077, + 1.3169231040833997, + 0.49388862126564365, + -0.8420290171899933, + 2.3432681138642044, + 0.14549319702032226, + -1.4975519417705252, + -1.0677523387899646, + -1.4137329594641794, + 0.26858019084507617, + 0.4623821817873079, + -0.887867033717453, + 0.12427132898066771, + 1.3461946922930184, + -2.279014686965206, + -0.6912557358692761, + -0.32756802284062964, + 0.6439651703052532, + 0.3446141698416436, + 0.014534691311340978, + 0.013480557319991667, + -0.7228285477104703, + 1.3809207951574658, + 1.0696642184760754, + 0.628982835446678, + -0.2946798184186946, + 1.2014217011675274, + -0.6833022810960242, + -0.8966118245324978, + 1.5253220099818585, + -0.34841172717604707, + -1.0522642827130488, + -0.6181565362963489, + 1.0098710810653706, + -0.3447330972882563, + 1.5842974895147277, + -0.38883319804545957, + 1.636319799176963, + -0.5986825738170376, + -0.27491985591493834, + -0.6066703817296649, + 0.5897431495630683, + -0.7090319190408445, + -0.1511881109221709, + 1.2100391116287827, + -1.9865739531305289, + -0.37559643977614027, + 0.3209051080635402, + -1.2336708152554192, + 1.610291408021677, + 1.2308162306422752, + 0.4735407806276458, + 0.6793861780543753, + 0.8637444034111422, + -0.1557104623284995, + 1.1125186145182544, + 1.4112253377060724, + 0.07746200872695316, + -0.07471223186605878, + -0.6558238987051186, + -0.3168882709337115, + -0.7029615535013126, + 1.2810701762267924, + -0.10778266735138549, + 1.5172933940562867, + -0.7263936738397898, + 2.1186982562778534, + -0.6043741478509905, + 1.5805749754916887, + 0.882333984433265, + -1.8344253241946078, + -1.5671672006603683, + 0.014485534963647078, + -1.272628948563522, + -0.5829206022048029, + 0.21478493302750362, + -0.25037609522364, + -1.0350397052182183, + -0.5238096939464225, + -0.1433185357518455, + 0.6447549316383379, + -0.6663461060811936, + -2.0296545053272737, + -0.7965865275717626, + -1.9180562930682654, + -0.2605842670222866, + 0.18323938879604254, + 0.26162091775507107, + 0.42964199321173085, + 1.3118252871309313, + 0.06831162138714722, + -0.47543208132947695, + -1.69764984892554, + -0.7607529089096587, + -0.5017188248744409, + -0.2062916018154602, + -0.12608873526873438, + -0.41221458010318673, + 0.1706481887504025, + 0.786519730365652, + -0.11904723916031114, + -0.7987781252302049, + 0.15204555991048502, + 1.1542677895021352, + 1.3581393338319405, + -0.583328951117444, + 2.3343568082270143, + -0.23810656487332427, + 0.24250191275360058, + 1.125982975189409, + -0.796221201785556, + 1.1966623253468087, + 0.4252666251656937, + -1.3697466639869946, + -0.15419027998849635, + 0.9704238355282917, + -0.6658604558918058, + -0.09475895687617077, + -0.7455319712202959, + -0.27923024296429383, + -0.7387140401169926, + 1.0294638287988107, + -1.724516440487313, + -0.648007631616012, + 0.05359590478470529, + 0.750414315241942, + 0.7781963917139921, + -0.37524555195297765, + 1.3540560747057693, + -0.10261516546876315, + -0.13311739936134678, + 0.7406385233487675, + 0.6241465965033326, + 1.43545434645072, + 0.632499253883578, + -2.460974018710959, + -0.3179456874173799, + -0.6312416641454089, + 0.0424709363597313, + -0.47003593247578634, + -1.2651962103798895, + -0.4038381102357815, + 0.9188831628575084, + -1.4437579019399007, + -0.28431058857779057, + 1.438162313767273, + -1.1998303809048583, + 0.10368393216526836, + 0.5471518057043088, + 1.123736095996617, + 1.4331212867616503, + 0.13035932310138132, + 0.24227864582664752, + -0.7046217884622995, + 0.7367221795603854, + -1.0611638542471427, + -1.4419410738314518, + -1.3550907695408323, + 0.41265395108671543, + 0.8946120629367591, + 0.07726817093335628, + 1.2821618438222073, + -1.3731212400953943, + -0.6888558881159497, + 0.23319957112628442, + -0.17343023618608247, + -0.12288543326880985, + 0.10002010620612857, + -0.29692401824667186, + 1.5078302171104572, + -1.7681372490804146, + 1.4326691282606925, + -0.33087178108388093, + -2.0020729367702437, + -0.39483662007570397, + -1.765175676945516, + 0.5795182803729688, + 1.0945291038414762, + -0.5712596126487856, + -0.41505778860075293, + 1.0834590915604072, + 0.27029122104078696, + -1.9070495770782319, + -0.30956320412539645, + -1.3524892323147368, + 1.2829497982303297, + -0.9964157322804931, + 0.8447543657801359, + -1.289235797558532, + 0.5930345802670017, + -0.1605868373024891, + -0.7309030627665215, + -0.006227176657905095, + -1.5647448728000566, + 1.4213960024389196, + 0.8640238522867524, + -0.44481504666296195, + -1.173128493180116, + -0.7172718288585866, + -0.31854010973363783, + -0.9605992016191556, + -0.42435937282445857, + -0.3325382578989464, + 1.6957527378421566, + -0.06629357273634513, + -0.6241300433366396, + 0.22701515219049007, + 1.1134379302153543, + -0.6323008096073804, + 2.306744024459466, + -1.6263194366875913, + -0.8902843750953421, + -0.6729925377999145, + -0.93569266490985, + -0.44068602937775536, + -0.9275410349802804, + 0.3514567241793988, + 1.0539791585598428, + -0.8378194945477075, + 1.3070700935245674, + -1.075024252388028, + 1.0612176187792535, + 0.9410507237904676, + -0.00213471731826726, + 0.8494275690224967, + -1.3716152753705777, + 2.0645997058384356, + -0.48860139738099845, + 0.7633646657766019, + 1.0023412800251763, + -0.6285605518907218, + 2.33458767892025, + 1.6541678343708919, + -0.36857013845363795, + 1.1517226416620743, + -2.0586781422715195, + -1.0454224525709561, + -1.230796086016326, + 1.1830723422527893, + 1.5487578229845804, + -0.1878261090852366, + -0.9334942155316083, + -0.21529347245232613, + -0.32440206064143573, + 1.79050792354255, + 1.0323255542400196, + -1.8313606827789592, + -1.8313325587126212, + -0.30692356353202815, + 1.0377095894056134, + 0.6426177940959613, + 0.1801096000267197, + -0.05545800968113814, + -0.47443201090412657, + -0.4332121032763043, + -0.6814829856468246, + 0.5966563022855469, + 0.05052987556297788, + 0.6503159439826569, + 2.0464394397533896, + 0.7974239623439098, + 0.16924098204981297, + 0.3883272211227398, + 0.3959044180932421, + -0.9081043651927465, + -2.2948235034291247, + 1.7949606057272869, + 1.469556085076237, + -1.8613683666751417, + 0.8377067647916281, + -0.08667793378293681, + 0.1595882840869151, + 0.9197535149748094, + 0.5429574961744623, + -1.1062663908791832, + -0.8719845094248647, + -0.46016090494007184, + -0.724582134526986, + -0.3125416804419287, + 1.0354611830872509, + -1.391275863182736, + 0.31051539355051916, + 0.28221070386358327, + -0.5135711684254126, + 1.121748826192275, + 0.6898990557942373, + 0.686682239628298, + 0.4953934589073931, + -0.39126262174067694, + -0.29688553038858423, + 0.5491183180118078, + 1.2246207698642, + -0.8291612494024159, + -0.18986321485527327, + 1.187777386772273, + -0.004229682420416672, + 0.3691688667997211, + 0.5049609348115655, + -0.8082057810653167, + 0.20397666549289184, + 0.09561342062455841, + -0.31828878683894, + -0.23876491009668904, + 0.17790031721025454, + 1.772563563966973, + 0.9286009579886015, + 0.293691282563818, + -0.11312995753404097, + 0.5045715934432714, + 0.24598161344094827, + 0.6694472607467401, + -0.7687404541875521, + -1.087193525837568, + -0.626432365652352, + 0.5989920511957826, + 0.10478131979322057, + 1.394172709993147, + -1.04310592762096, + -0.2308747982329644, + 1.108023891005309, + -0.2556902671331441, + -2.7860710907354727, + 0.8359581258888332, + 0.9934247068618366, + -0.6559589048819244, + -0.0394716048595417, + -0.26456818244825997, + 0.6724569345949979, + 0.5361072095059414, + 0.31882064535005883, + -0.8537395047919076, + -1.0614742085092004, + -0.6852481300357715, + -0.06921597046699782, + 1.0515088898958758, + -0.4372392077640096, + -0.3688228448454696, + -1.1313671879958058, + 1.0138167272601624, + -1.1433127295086671, + -0.9744678839120556, + 0.6015783435466993, + 1.3183283415592546, + 0.7894932903405965, + -0.7312413164309128, + -1.0594827312423416, + -1.463660611821269, + 0.6922352797531669, + -1.6885648741248371, + 1.2037559286884687, + 0.23749918943969275, + 1.9991610356004104, + 0.9699168949740045, + -0.30520328958387044, + -1.0816876542754568, + 0.10634179291077753, + 0.36816199039535163, + 0.5736291396198073, + 0.2545944210043125, + 0.14851554641732848, + 0.01732073004267752, + -0.2986336695489774, + 1.2633825998084842, + 1.0818795610944936, + -0.45240900065138756, + -2.332235681428883, + -0.4821064893403039, + -0.07591237038282761, + -2.308703873556435, + 0.9070160058254463, + -1.7752262210942282, + -1.2007178205172009, + -1.1030937685443534, + -0.3239491673991522, + -0.12223428763764177, + 0.7279414523154235, + 0.4635014133358663, + -0.8866681067565281, + 1.0407579080936509, + 0.19210952317506014, + 1.199478358368304, + 0.27074792651586976, + 0.4172439924090566, + -0.9021293646125023, + 0.9837844568983192, + -1.8111803648644993, + 1.7238498079358247, + 0.6087690051045912, + 0.6437453419032046, + 0.8405483121490162, + 0.7000934106723052, + -0.023156610541478596, + 1.0084630965130394, + -1.248767535531234, + 0.23450331918518888, + 0.4193922223766656, + -0.01821587077506525, + -0.5581448697799725, + -0.5787002997492726, + 1.4565026240665142, + 0.7526059155962591, + 0.1678036108543511, + 1.5863114977318042, + 1.6172154148937787, + 0.49328771522080456, + -0.8290796821124029, + 0.4687123946618358, + -0.14128738699567828, + -1.4967382258711883, + -1.1036020147325998, + 0.24337130352981162, + -0.2977282060640049, + -0.321854430767677, + -1.3634531586084728, + 0.619905708195989, + 0.9890191764686795, + 0.4271264722917365, + -0.1017454849963267, + -1.8911717820045328, + -0.7087543147083338, + -0.05998135393756565, + 0.9954584454378577, + 0.4005493292205732, + -0.424259435274854, + 0.22400205616688754, + 0.45104423654928116, + -0.5841537017276299, + 0.7990615922329323, + -1.4328182955564028, + -0.8989393590614941, + 1.1570503616178742, + 0.8025517538012668, + 0.06427287238265778, + 0.9927439890136414, + 0.6566920784394292, + 1.0940409443528136, + 1.4357433217432685, + -0.057609138480384875, + 0.9654784366220994, + 0.04922798109241175, + 0.2402528034320577, + 1.0457457120251528, + -1.2915264321626447, + -0.40558336213360296, + 0.6740382184486501, + 1.209213700465608, + -0.12761244471719033, + -0.4385535800537486, + 1.2130442700247537, + -1.592671231119254, + -0.6454659745099418, + -0.8211846212454692, + 0.6660756117259558, + 1.765890608823999, + 1.229984605317354, + 0.05719294410298872, + 0.12275036679906794, + 0.7349133381600248, + -0.3949270857875113, + -0.43656626860136305, + 2.56118336203773, + -0.4977454825391966, + 1.0591919838453256, + -0.2713529377537732, + -0.8897812055047538, + -0.6237979254014796, + 1.3790329883676449, + 1.3733958058085876, + 0.5205987133809138, + -0.6820680619138119, + 0.7756397247386037, + 1.082993021131749, + 0.44995007534213277, + -0.031119294975179266, + 1.0746607881941501, + -1.8132520309185105, + 0.6741946376113628, + -0.02439124912948055, + -0.5861686978182867, + -0.1198259171402764, + 0.8502465704704781, + 1.3017299488879397, + -0.05554911829810659, + -0.5731195760788131, + 0.01420636618350918, + 0.44641725246014924, + 0.9701322498235831, + -2.3796898481722915, + 0.49321958620319656, + 0.7736383329929577, + 0.7458185916523292, + -0.1453305996349361, + 1.2486707442808567, + 0.15233952103999165, + -0.42916722759290066, + 1.2499014903443253, + -0.9966867212321568, + -1.1344358012938953, + -0.618666341627287, + -0.44583118173576125, + 0.16010045794696526, + -0.6621204843563773, + 2.4184946805018166, + -0.43152005248805503, + -1.0250938855362481, + -1.2777669756910297, + 0.18605442823031762, + -0.41305069708260433, + -0.5250467028894049, + 0.48167425768582817, + -0.552640599827588, + 0.32975297907689627, + 0.8087302623637377, + 0.42465153462326255, + -0.43470048199336125, + -0.6005870653681276, + -0.17086170903937414, + -0.24999269656310508, + 1.8483192953002345, + -0.7592888337023947, + 0.9142301559937029, + 0.47535609597867073, + -0.4960028982099259, + 0.1437985774731883, + 0.811632792750178, + 0.5615953773591253, + -1.0490167877106118, + -1.5835722432491364, + 1.0216860974348505, + 0.18933674659464508, + 0.6498522922804405, + 0.7677532322409995, + 1.193258348521602, + 0.36866420442359554, + -0.07984865917783979, + 0.8788514847694981, + -0.6068856553410854, + 0.24992720814915498, + -1.0670773246919902, + 1.2663539839101645, + -0.8883735903094189, + -0.5918311104848957, + 1.7605454238261384, + -0.975307258784399, + -0.5621790872100703, + 0.31065676554746013, + 2.0535246040803665, + -0.7380775845245384, + 0.0783304334046447, + 1.4098641081050132, + -0.13263695742172785, + -0.7299333667265897, + -0.491327582686477, + -0.7729627389536358, + 0.7115611759915754, + 0.7510886284182949, + -0.12507011662579376, + -2.212445901966336, + 0.8925058233622573, + -0.4773969612875222, + -0.44369825669166646, + 0.8798183669702926, + 0.6645488957971573, + 0.5650959092787176, + -0.3648319200240856, + 0.5628987100261927, + -0.24251484265068735, + -1.7985512270133126, + -2.515983440526595, + 1.1929125387159942, + 0.129438077491655, + 2.0147516450551612, + 1.8319424087323428, + 0.14766200903524435, + -0.3567151526246527, + 0.8165661785286172, + -0.6175355764015042, + 0.6639091575480037, + -1.7529753994950787, + -0.696900598661235, + 0.3447309796323022, + 0.31640014093909075, + 1.5813649233020433, + -1.1312920053512663, + -0.42666207750816354, + -1.30215861488359, + -0.5811307488287953, + -0.781676955901212, + 0.8240434117142448, + 0.7163480654102593, + 0.17825664718430206, + 0.7301319124525473, + -0.40115800168063737, + -1.0024343315886743, + 2.2439115514392323, + -1.2407082007966446, + -1.651474373779719, + 1.0820343569101845, + 0.7767147461398997, + 0.46980026006227, + 0.30417790208100864, + -0.1508104146768632, + -0.6993566900257334, + 2.043828532632378, + 0.2384290795992317, + 0.25842582950911364, + -1.6306767281848504, + 0.8812522310465942, + -0.5293767598519026, + -0.7737000850390368, + -1.3761189295866507, + 0.35058804021145995, + 1.781236413193213, + -1.0056926822375492, + -1.5426954605930945, + 0.04981693991975318, + -0.42293860443940134, + -0.8326145176738714, + -1.9417531044863605, + 0.07378181183530051, + -0.6108715225418108, + -0.5931471178470036, + 0.2054429634086834, + 1.8019912603421322, + -0.5299258115600394, + -0.4831541911174495, + -0.5859551809109503, + -1.264133631880144, + -0.46042037600444613, + -0.2933535698922987, + 1.5088818044177514, + 1.7165239854742962, + 0.870784684548755, + 0.5923186537465054, + 0.10045132531749217, + -2.6308190329021457, + -0.8533421951079325, + -1.091220962403514, + -0.17524082007276987, + 1.7521127226225366, + 1.1802379832129342, + 0.36122182560147376, + 0.11394808350504922, + 0.575677709340639, + -0.005892722240314066, + 1.8616140455699197, + -0.3559763250656548, + 0.7809644047501929, + -0.47196962922331986, + 0.941299908247229, + 2.9747156803466135, + 0.36396932532599885, + -0.3272257750003777, + 0.42715532672335765, + 0.7691646104481404, + -0.6860322757835661, + -0.3218381846603747, + -0.1260939960343863, + 2.284803832272434, + -0.6011719439126795, + 2.3520375298130833, + 0.21449071435814296, + -0.869028121407348, + 0.8060686484914926, + 1.0707800491852006, + -2.031820598542516, + 0.49116510086811394, + 0.9703859523452089, + -1.8028725490275235, + 0.7649744612132747, + 0.7057982084136706, + 0.4839244310015129, + 0.13038986521705273, + -0.4621341541756715, + 0.006767706500574564, + -0.9934835045458131, + -0.5290828001295815, + 0.48082581931080387, + 0.9644337924209948, + 1.0292579281708543, + 0.26319041806617266, + 0.21727676623401374, + -0.7710477952089174, + -3.29142879736111, + -1.1468184066496914, + -1.5055784916592143, + -0.6320535786650768, + -0.5155807010881281, + 1.3833954629117, + 0.5447692917538057, + -1.3734174180482046, + 0.6722449786036857, + 0.6026214917497951, + -0.028383391230174998, + 0.5569418321545798, + -1.2122472460814904, + -1.0957500617432288, + -0.18030750633777742, + 0.2449865774534897, + -1.7281922229710278, + -0.26097937550546696, + -0.47887389473844577, + -0.6257377771442879, + 0.3197313189419398, + -1.3351900774716865, + 1.3216985883360435, + 0.49091437069326754, + -0.10463034266368441, + 1.7802852304136847, + 0.23264682462520403, + -0.9078846534506385, + -2.1089655693526166, + 0.7936931109942745, + -1.8492895509274976, + -0.5651936692317445, + -1.801682979366333, + -0.6461639052139693, + 0.383131661964068, + -0.4387900781349967, + 0.21723383832091728, + -0.527868985513978, + -0.9341969539595462, + 0.8523027961982895, + 0.41961227898840436, + 0.5625412895109702, + -1.6806630310757165, + 0.6927135969861365, + -0.3584303680419771, + 0.23419500240050506, + 0.13172276182072395, + -0.500500642720852, + 0.5284610831688443, + -0.5668054192143152, + 0.7736538056868498, + -0.45555043355322766, + -0.8314008721663033, + 0.06761074945011708, + 2.091517523255099, + 0.8861834754322914, + -1.7199997313254054, + 0.5225418908026198, + -0.9569866444216995, + -0.9664368841324147, + 0.6962520018693734, + -1.6919520485829316, + -0.9362952018495702, + 0.361142576892059, + 0.6600660941505188, + -0.280842144477927, + 0.22454863037726233, + -0.007387135987896695, + -0.5557331467113588, + -2.3334646873779903, + -0.09068258576079595, + -0.551811572060884, + -0.3346430368094133, + 0.9240049508969626, + 0.9616566708814313, + -0.26062004690659135, + 1.6995708201774633, + 0.13885641995488238, + -0.7952230163582873, + 0.2853682383482457, + -1.966383419155859, + -0.11602791957054022, + 0.9196266941563133, + -1.8822097056985059, + 0.710911809742826, + -0.7596128883597975, + 0.005379269982485737, + -0.8935431756904936, + -1.7240239438210587, + 0.6681914846712445, + 0.2403978712596957, + -0.48537163591479804, + -0.6110397794597632, + -0.3372894906061424, + 0.02947098843335061, + 0.6151091394037412, + -0.41241727550841656, + 0.8200189667884055, + 0.08604774475870317, + -0.28232858137932526, + 1.2657697303820727, + 0.38700701143087335, + -2.296187520255291, + 0.30430393465872974, + -0.2511611276584784, + -0.4264552751944136, + 0.22082443784685513, + 0.5724302972865922, + 1.0991885276598765, + -1.4763406439516225, + -0.9533380344587242, + -0.5969246848308393, + -1.0033349996131269, + -0.3189162988509965, + -1.3293293704412057, + 1.3931897526357202, + -0.5053774482356767, + -0.631360969182226, + 0.24768208380024534, + -0.8719452990683721, + 0.6950110496421665, + 0.6509700102111305, + -0.24627482228582015, + -0.08928511324140218, + 1.1335285736589538, + -2.6098343016442724, + 0.2112819319992814, + 0.051640151446238396, + 0.22799792769845378, + -0.4701854312820703, + -0.4838646663465825, + 0.6526624767706314, + -1.5107452828651897, + 0.5784045514114231, + 1.127205451349697, + 0.16604261803428746, + 0.34309488059205934, + -0.5566427650543968, + 0.4655073117007133, + -1.5772107860185403, + -1.4636941978955225, + -0.8247416305375723, + -1.1078859780745562, + 1.6561885423175446, + -0.4933953685912953, + 0.9573044309320645, + 1.7252110850334732, + 0.3912686804884589, + 1.3925600904760806, + 0.24739577419381262, + 1.2853214935795076, + 0.24061267143555315, + -1.2051759783366858, + -1.9455773069523548, + 0.4537274660505795, + -0.8123086930289155, + 1.3346277753898697, + 0.559242654206005, + -0.3584769566154729, + 1.387487153767447, + -0.43147557120724817, + 0.00015741161371452228, + -1.2705164835521978, + 1.9152804765505316, + -0.8076457930079566, + 0.2085437923011624, + 0.2660948918274619, + -0.022614114022164605, + 0.0727010073693521, + -0.12324668572198091, + 0.9393894388985945, + -0.5296080443656963, + 0.2866089273647182, + 0.027160352577584965, + -0.8709727808233406, + 0.0259395641688324, + -0.8606765350371773, + 2.0520094571136926, + 0.8992599165271411, + 1.40937916106021, + -1.9469950963057425, + 0.22882065767917578, + 0.06906659930329609, + 0.06462930011040982, + 0.5099990196853484, + 0.08864248823816262, + -1.9126830358023656, + -0.30764974318330285, + 0.6808127760163372, + -0.7584018708764613, + 0.6468724566530861, + -0.7221114592718867, + -0.38217577976832334, + 0.2559688273802441, + 0.6906980364832237, + -0.8709019135187078, + 0.25401563811061306, + 0.20927547408359407, + 1.0861901625677863, + -0.3013490175063866, + -1.9043189588952412, + 1.544989506317519, + -1.4113941009516044, + 1.1060231854189337, + 0.1388528471372444, + 0.8124672157103597, + -1.5686781121105653, + 0.16325925578300762, + -1.9873015008116914, + 0.7814958944858147, + -0.040364796088557885, + -1.044949135516541, + 1.4159079723924775, + -0.8630083831661944, + 1.1194105035921198, + -0.07658493378093066, + -0.3763610153166598, + -0.07290125077049046, + 0.07184026088260402, + 1.3272337449427787, + -0.25919157004682364, + 0.5330641322596679, + -0.42029156577846555, + -0.7507487678042432, + 0.012877634825077212, + -0.25770726327383026, + -0.4218025558086784, + -0.6010258099241427, + -0.022141678198164167, + 1.003277246762711, + 0.7769577104486296, + 1.1814888229695875, + 0.9100583951787998, + 2.0760009868990625, + 1.5191973666328815, + 0.7428119086351772, + -0.6387504692282994, + 0.1896456392266465, + -0.7245205054766988, + -0.8285868051172288, + -0.1896348766073676, + 0.6515066860276373, + 0.4506023411815806, + 0.5020375725407773, + 0.7881044835806928, + -1.0492161239141387, + -1.2077119188083332, + 0.3691917680542108, + 0.322172806117869, + 0.9164347237990328, + -0.6631942386042408, + 1.0340182684123802, + 0.02278128306561689, + 0.4798225596827027, + -1.0101281505292183, + 0.1776245374905301, + 2.2668776200920284, + 1.3132190960355197, + 0.7831672781042592, + -1.091270126011624, + 0.9240602881281872, + -1.1536585251122542, + -0.4326059962992452, + 0.36589937087188423, + 1.772877775744274, + -0.106436405413545, + -0.09908380838829355, + -1.0079932031692993, + 0.9903469212491256, + -0.5938474991318248, + -0.5117801175742298, + 1.3043718814520842, + 0.6552418397643517, + -0.9574494653136311, + -0.25825411530572673, + -1.178813851503117, + 1.3063102549749854, + 0.9789544128962275, + 0.8586078258880443, + 0.23197808766313147, + -0.04906343349566277, + 1.3997188729270065, + 1.000537883297675, + -0.15641162928988545, + 0.6544817532765675, + 0.07580659876618298, + -0.5141622043838079, + 0.36030596858586994, + -0.5419754084662242, + -1.0582439978438911, + 2.0250714658493583, + 0.6908206920927895, + -1.3593598614257993, + -0.12198655487921671, + -0.312255613276189, + 0.476016012163872, + -0.5707850257457143, + -0.4120594296519106, + -0.5142586409691128, + 1.3743961944481007, + -1.8721534176696835, + -2.5882589963998908, + 1.011393319062505, + -1.0979833952109839, + 1.411027109742508, + 1.6183591972802256, + -0.029371447472229854, + 0.18002351462406976, + 1.587578491094553, + -0.860916254612667, + -0.4275566537607232, + -0.0164698767711038, + 0.4955980011845673, + 0.01947953782899359, + -1.2952564129347786, + -0.6098811699553109, + -1.329292462588076, + 0.7709335492641113, + 0.05588312135271469, + 0.41445550138381676, + -0.6453970259857456, + -0.5894676345715659, + 1.1603613569208984, + -0.45424895564812223, + -1.1445763937297488, + 1.465484635024103, + 1.4128790949783951, + -1.8122404101018954, + -0.5494211928483514, + -0.5072817759806081, + -0.07405521707464915, + 2.4179803390608723, + -1.3920373684972207, + -1.081611341786138, + 0.2968234106734582, + -0.6854759473256993, + -1.3138955179799368, + 2.556301267086905, + -0.3046220655684041, + -1.04502339298488, + 0.8063190863843301, + -1.3152525582647776, + 0.9298125856173741, + 0.5331554795322847, + -1.1482397733602063, + -0.7050854114956734, + -0.9514997814822374, + -0.2291346166782353, + 0.05390858033715231, + -1.511176734661495, + 0.01778057350678988, + 0.8951459448528588, + 0.7266337639977993, + 0.8562989930494123, + 0.30857436451728004, + 1.1736877548631146, + -0.23425405155209164, + 0.3404895607990482, + -1.0619130105637935, + -0.3652659716830586, + 0.7061412859735152, + 0.08813702208083668, + -1.1460701686952055, + -0.8701127284821911, + 0.7102968347833344, + -0.15420714324092974, + -2.6552933289778937, + 0.49823210505464616, + 1.7964751550283569, + -1.2857099815354254, + 0.8431640365705184, + -1.2861756103014437, + -0.1897444126938519, + 0.2848180498195216, + -1.0150003028656813, + 0.1697479663664423, + -0.057462899630204935, + -0.3351054484657258, + 2.149414025715147, + -0.02076855486760016, + -0.7375389302559106, + -0.9416271909362761, + 0.5283313853256235, + 0.09517226175562961, + 0.6582168261082915, + 0.14525287375420912, + 0.930321339286331, + -0.9208887945027129, + -0.14638856674268677, + 0.7372466947694772, + -1.0575983649643876, + 0.7970890848775433, + -0.21301762202211216, + 1.0162905214288624, + 1.8504146788859084, + -0.259511308194782, + 0.8833769250185343, + -0.3476874054846511, + 0.2755655218660392, + 0.24255464637055452, + -0.37584006524982955, + 0.6667177265752964, + 1.0010038078688233, + -0.8204687059564355, + -0.12914002152400653, + 1.0359801739037517, + -0.14280574078463626, + 0.7026015707261991, + -0.09935637868454222, + -1.2884398547938904, + 0.6337786051474045, + 0.7935747056247264, + 1.5047147640582934, + 0.35834130062010144, + 0.7127957112435511, + 0.16188534778992952, + 0.4029871998649048, + -1.1510655835768535, + -1.594114634859978, + -1.4006984227045538, + -1.2179721063583102, + -0.043695586193691134, + 1.331379788564975, + 0.5715680584932638, + 0.9115910113753404, + 0.913503986078984, + -0.18350921293333944, + 1.3366107314958269, + 0.5587210782422367, + -1.0415044352191827, + -0.9454310778112731, + -1.0623803662592455, + -1.0787835335167146, + -0.7522981040769862, + -0.5814052524216411, + -0.029867073935381763, + -1.3082466873366103, + 0.686263430811828, + 2.0340550234773334, + 1.0696754397972925, + -1.2269562802977485, + 0.058694939513924745, + 0.23847249461829012, + 0.32557695441243056, + -1.283576936363169, + 0.3535907990636259, + 0.364012725235703, + -1.0671633898127146, + -0.1291162748520267, + -0.6200412730243353, + -2.8428128537331574, + 0.8856138928860662, + 2.197052009017279, + -0.011990372090340947, + 0.0202798426754511, + -0.2415855349145496, + -0.5782779124856468, + -1.2550968223190406, + 0.9848435557571866, + 0.32917257072451617, + -0.4927802490860788, + 0.3684920631379036, + 0.7518019394750556, + 0.5164359598817196, + 1.2814405133624656, + -0.2810864193396383, + 0.6282639166592905, + 0.8236667554395359, + 0.7488753178659568, + 1.0906073451966851, + -0.40048833516694743, + 1.304314873667649, + -0.6099047902906423, + 0.7101260032768493, + -0.9930949580119105, + -1.2911012669770545, + 1.323067873826731, + -0.23772123388589947, + -0.44307871115600433, + -1.1822287767022936, + -0.06354401512750923, + -2.287088905913555, + 0.33039311968681234, + -0.5599717682963243, + -0.3265021260235061, + -0.11324109413587143, + 1.3117636842854048, + 0.1682871353904087, + 0.5169266616933269, + 0.39036552962555215, + 1.8478735157192139, + -0.7132999415976808, + 2.1821302026543616, + 0.5635657006583448, + -0.016841722952722002, + -0.16311728379273024, + 0.41728155555543395, + 0.4436539540482211, + -0.33326697414685647, + -0.6260764852782137, + 0.16942124717445148, + 1.5476800571078824, + 0.1783478513128419, + 0.5646593177760286, + -1.199038590618938, + -0.811777477278885, + -0.9401808441149524, + -1.1007214266232397, + -0.34538791360058885, + 1.2224791531693409, + -0.6578615463785084, + -0.040154363006398394, + -1.558823286440223, + 0.5655140012998262, + -1.4174912725260622, + 0.07755205559991102, + -0.6981658604577518, + 0.3279680974968465, + 0.5622808536423313, + -0.05664767249414655, + 0.3808569469419528, + 0.1903740219819847, + -1.8013960298813334, + 1.7296404468003117, + 0.3309489956354954, + 1.9360094961733199, + -0.4705493247909914, + -0.2275829159696456, + 0.1152546036285498, + 1.8540836890804757, + -0.23565365415073775, + -0.8441692817347679, + -0.7183708775099418, + -1.050694597264195, + -0.7607338544611376, + 1.1113303853737702, + -0.06453127546653133, + 0.2243841570299348, + 0.3107507806705505, + -0.581359048518813, + 3.3845353566165057, + 1.1159461654281195, + 0.11253816231074779, + 0.22821394060166553, + -0.3995102280791509, + 0.1649905455694897, + -0.15731401483362215, + -0.8224168897844781, + -0.5842866946196522, + 0.41538743681424456, + 0.2920734792224245, + 0.9918136810345358, + -0.40274178660732934, + -0.7323271547824051, + -1.4102992737184694, + -0.7581585445796353, + -1.625649084188846, + -0.2689847947508296, + 0.011238481936170804, + -0.41243138447531674, + 0.3698227298785538, + 0.7325320238045402, + -0.6998606145399482, + -0.18338347350428097, + -0.4102949484394524, + -0.7944767068637291, + -0.906744324861747, + -1.0798401894350809, + -1.2351169594193225, + -3.3778148063679474, + -1.2273012013274474, + 1.9276372519661333, + -0.2924753895253839, + 0.16611448030003498, + 0.29251201848436476, + 0.498713118556148, + 2.097677872065163, + -0.9206428599117592, + -0.41894690765637427, + -0.9446449695405815, + 0.045532522604256845, + 1.1064667044013607, + -0.04760306007820289, + 0.6031876992178535, + 0.8851170430934676, + 0.4575319603729341, + 0.28007223090202665, + 0.2127949915823947, + -0.05200426372120543, + -1.4672806789326422, + -1.0396485238082438, + -0.2768447408355364, + 0.7313306635045311, + -0.694369633354002, + 0.21965089860291961, + 0.14949172304694822, + 1.3082198647989356, + 1.4921368725731063, + 0.7402998549959198, + -0.9138089533498318, + 0.7429955115665137, + 0.5662066283042863, + -1.2470133648429125, + 1.6567076679524197, + 0.8133739092855302, + 0.09489566915763945, + -2.291924100310246, + -2.6922000100488686, + -0.9685420800404271, + -0.16013546365976314, + 0.9256366197678404, + -1.1888761907675374, + 1.629116757277234, + 1.4412111043301192, + -1.1045912299522254, + -0.47421675240017114, + 0.5512966356251255, + 0.8526636194429417, + 1.7971769889976237, + 0.37616103658202105, + 0.73788460956227, + -0.9539647960916336, + -0.27601134400393224, + 0.9189179900201164, + -0.2132331717212022, + -1.628458211759473, + 0.06548369962822877, + 1.8255563931593106, + -0.2328222629606516, + 1.0803851089980732, + 0.5275344637830355, + 0.9089771205825348, + -0.29259364442187585, + 1.3314858527940419, + 0.27560797304685897, + 0.050315830806267725, + -1.3161836207942719, + 0.5100629517322561, + 0.6417678396710008, + -0.6358538218140557, + 0.9275221754919537, + -1.3526105199840137, + 0.0595732327756387, + -0.4602910155882266, + 1.5676058754721864, + -0.017923901956780276, + -1.7123162702905377, + 1.5529699641544397, + 0.11475875594447134, + 1.0602830707593685, + 0.8854096554458502, + -0.4196791149928832, + -0.01983770239172085, + -0.7507962595952498, + 0.429375229470578, + -2.152264602895575, + -0.32457965458249466, + -0.962566122731459, + 0.8560715774589049, + -2.218348403355822, + 1.6823806681299573, + 0.22189096803669028, + 1.3377705084551772, + -0.4315872854898124, + -1.8067247722406041, + -0.11458899920705133, + -0.8673588422919011, + 1.3085213050527589, + -2.3714248450663185, + 0.9102260999892703, + -0.36587676402643293, + 1.8046968977548585, + 0.8398800095472798, + -0.949791089510164, + -0.7072568779621983, + -0.7473850508620316, + 1.1276030312034053, + -0.7678756174029805, + -0.4855694417889659, + -1.4326958248489818, + -1.5324752267447497, + 1.0858801576365407, + -0.3732505314326745, + -1.087932725942552, + -1.5031460593677788, + 1.7839225657724338, + 1.036519667961145, + 0.7657791996622683, + 1.480862642564524, + 0.5161444868727801, + -0.6455095225225175, + -0.5354593252144159, + 0.37652752605106765, + 0.08985990742426338, + 1.323829780963218, + -0.08712722662923665, + -0.2787195391893865, + -0.3634930491543074, + -0.48443819469292326, + -0.2575150673864463, + 1.493296607395745, + -1.0227457989626794, + -0.8167353655854525, + 1.3782183955605887, + -0.730064804681794, + 0.2323492951879363, + -0.7203271118109432, + 0.7659103148636569, + -0.8220509185046141, + -0.3100477151348367, + -0.0574562605006637, + -0.18212031171641566, + -0.12364651279764499, + -0.7050262612740411, + 0.6650640700494745, + -0.178130213201804, + -1.3495285989066628, + 2.0873415873493726, + -0.19713774573982892, + -0.10240840796609549, + -0.08663459277665408, + -0.72994076148317, + 0.6954618486304438, + -2.828327553874954, + 0.28057551865679764, + -0.15168293974177482, + -0.5642540761131544, + -0.07688717017350429, + -0.6274769568490856, + 0.8080607788090283, + 0.4708605805471508, + 0.06146816447522811, + -0.5022954745689231, + -0.8115361633395154, + 2.063906345492236, + 0.2065346593708496, + 1.7754476091988323, + -1.0842961201214945, + 0.08183051814245772, + 0.03328546427593208, + -0.36675159314899747, + 0.8307035899588748, + -0.8552270545820385, + 0.9061361636022657, + 0.2163070059491829, + -0.360357129257182, + 1.4006046529461456, + -1.1186499253559177, + -0.9882917660301053, + 0.6086838628855961, + 0.11029799130243845, + -1.7058516044796357, + 2.8695581507320216, + 0.38005264449671566, + 0.7450304083809631, + -1.1982567884539528, + 0.9475058967816959, + 0.04880721266678636, + -1.790110877335077, + 0.49215280751663165, + 0.23478251054032193, + 1.8823448181156988, + 0.6581048748396732, + -0.6659643360172678, + 1.8883578372514143, + -1.3656711452746555, + -0.8882696317489798, + -0.4669753452648752, + 0.05191757891532339, + -0.12024659092141882, + 0.8938879272405306, + -0.38769077878898606, + 2.102195349859843, + 1.1127482921685097, + 1.3275834095531593, + -0.9411177775597711, + -0.9798963514225573, + -0.061128287998744375, + 0.11595132154137798, + -1.2497664918077844, + 0.3206401247846675, + 0.007051724863732922, + -0.39652285129316184, + -0.02110499788288641, + -0.6839807994730914, + 1.4620518606381165, + 0.639798518143008, + -1.1865469261455217, + 0.635097543507699, + 1.1690297297545997, + -0.24796128175481935, + 0.9490763033335042, + 0.6046399730605937, + -1.3815640099823994, + 1.1446343119519795, + 0.6248011883720506, + 1.2843344214619865, + -0.3343660787513435, + 1.2689280765626205, + -0.19740245134472822, + 0.9011645263288325, + -0.6425017024838643, + 0.13142487269665193, + 1.094129340695534, + 0.7839935310398602, + 0.845216985570851, + 0.5691729731757652, + -0.9732813709458702, + 2.243987073629813, + 1.798289931507871, + -0.2407163850755312, + 0.7094928339651657, + -0.6671428457276624, + -1.3089554085980062, + 1.0701655955132956, + -0.8255942364999886, + 0.2263663826134598, + -1.6408670746066103, + -0.5798861293183166, + 0.33401917824661626, + -2.8531914334850352, + 0.4380811364621582, + -0.7572565010947107, + -0.3608721257918788, + -1.0872837398511115, + -0.22404391002290863, + 1.1413540847438968, + 0.7117090104252961, + 1.3436723227591083, + -0.942110083392483, + -0.32141625561236753, + -0.5958758115408672, + -0.7360533395668701, + 0.9540160405957755, + -0.9488420312254053, + -0.6672919368899853, + -0.8454225351176494, + -0.5448507699610159, + 0.20112374026019963, + 1.0641409331538518, + -0.9849253852135578, + -0.7766639332102261, + -1.0229189004827635, + 0.315401984400628, + 0.37286647628627134, + 1.2747813180587402, + -0.7444601440723225, + -0.5254519476937158, + 0.0906754288820614, + -1.4587409062752636, + -1.2343932366967547, + -0.4022487908163423, + 0.3408855845416478, + 1.7954228769194585, + -0.9612477238576044, + -1.9010197619744118, + 0.34835910185446345, + 2.1321573231905697, + 0.830268370426782, + 1.9749584901546395, + -0.3884711044928001, + 0.16805771586631837, + -1.0498253199147334, + 2.197445741510045, + 1.1373387177048535, + -0.45368104322228053, + 1.5365080109632923, + 0.5034620202891186, + 0.07370587933913411, + -0.040991707408208705, + 2.09318260767037, + 0.8085401272409682, + 0.9709609287288192, + -0.9244541113004614, + -0.5415688473154963, + 1.3161778508437076, + 1.6898265282814386, + -0.9890175427211593, + 0.23000243458413, + -0.8149389230805992, + -1.3328730422570567, + 1.511812009763325, + -0.4873302493656756, + 1.0553907546720598, + 0.5758081924099766, + 0.5672813785449945, + -0.029972732290204713, + 0.24404948611243513, + -1.0361071020513983, + 1.0464730100111808, + -1.3508285270497844, + 1.1939271692533027, + 1.9069862093798888, + 0.21576336424568862, + 1.3439123272244768, + 0.3044903486348786, + -0.3720515627006101, + 1.1189015668441666, + 1.8682218993760755, + 2.7549722928587066, + 0.19908399196460438, + 0.7903824760720769, + 0.63669754321722, + 0.866320559588886, + 1.239402660599059, + -0.28884547646015973, + -1.1506968501473744, + 0.5612262708504692, + 0.5918669956280085, + 0.22656756183775886, + -0.9468954417776447, + 1.2483408709779236, + -1.9108338229856423, + 1.0341491486293208, + -0.04379173122199084, + 0.19483209162003282, + -1.0753238816806767, + 0.8045868084099802, + -0.5664837827553483, + -0.9011781440965666, + 0.5640516140252926, + 0.3438328120577851, + -1.9490811454650714, + -0.7167669304793571, + 0.9050461075803438, + 0.4130287406474035, + -0.7702293920770269, + -1.9676605938941492, + -0.2761064309600297, + -1.1763947742501712, + -0.20289757051725432, + 0.0038340950495121583, + 1.2320593523340275, + -0.7259863538600139, + -0.8274258377529266, + -1.50687592756046, + -0.5093276370667987, + 0.3614712988514262, + -0.4308114654321723, + 0.8095187652385812, + -1.9019018683012288, + 0.1599277106027887, + -1.7525318439022979, + 1.1481262557928025, + 0.20903208621496436, + 0.00589537211951645, + 0.4441004455864304, + -0.36709169621029913, + 1.3904037623541046, + 0.4455605180413759, + -0.5913776325411737, + 0.41174256972336915, + 0.9917137982703312, + -0.3883670190227746, + 1.0561067993267264, + -0.48975742363834646, + -1.1939202794986428, + 1.5001742487840286, + -0.3710118521282091, + -0.7515009618013915, + -1.977940682938703, + 1.7769417476407738, + -0.05950281711714563, + -0.6145976163554231, + -1.311209553638005, + -1.8324380770006192, + -1.3361398913130396, + 0.15647274387678498, + -0.21648126627691777, + 1.7122465372730917, + -0.10407356346992647, + -0.7984137765881131, + 1.1534630263852734, + -1.0824911036656486, + 0.08608268147692541, + -1.0704181367896464, + -0.8716386351489965, + -0.6464980823420934, + 1.2437296431029126, + -2.159496679008711, + 0.10482758792089363, + 1.0159392543273458, + 0.24881032181450327, + 0.2724991638163228, + -1.2839347446222058, + -0.3718840251724331, + -3.009922520671067, + -0.5935926030619656, + -0.2990999271732011, + 0.8891958049292914, + -0.20847521616170508, + 0.8398321940979561, + -0.6285828818264807, + -0.05209227709201547, + 0.2367688936201973, + -1.588323190322738, + -0.48829733130469083, + 1.23276362410888, + 0.30397897389221457, + 0.3467009665820298, + 0.01660226602951221, + 0.5756489613997171, + 0.813914086987996, + -1.0948938071595562, + 2.4837557323047865, + -0.0217954770415627, + -0.19764997811018892, + 0.1168800812304685, + 0.9053439353986354, + -0.5068056888988055, + -0.8675236911184615, + 0.012837915162134339, + 0.7871298593569999, + 0.47222297894592713, + -1.714910294805685, + 0.4574234397099035, + -1.0026984228634455, + 0.36953335556578276, + -0.17374475321084254, + -0.3982110083753775, + -0.690573009177806, + -1.3505236219696892, + -0.6760610249925489, + 0.7138814075029881, + 0.14201056177802981, + 0.7351089636362518, + 0.34678004910723637, + -0.7020824833633765, + -0.7103718320762743, + 0.9381088489666308, + -1.1140844030245984, + -1.628566419462853, + -2.171066637320908, + -0.18795708353556956, + 1.2431604844607647, + -1.9209727396884686, + -0.4722727090396068, + 0.5517463738667193, + 0.21469995668446057, + 1.919249296618851, + 0.6250324266902552, + -0.100093443942834, + 0.8464407688813461, + -0.009126653525651538, + 0.717105384900079, + -1.0195284527989215, + 0.18889529356094514, + 0.4223963621654575, + 0.6857446721907199, + -0.2781664855562752, + 0.6859100011938118, + -0.7730913220373923, + -1.5082962432750213, + -1.6754126968185208, + 1.1390698062976483, + 1.5793540234992902, + 0.17711040266157305, + -0.8565128123757726, + 0.574744016691541, + 0.604301050989084, + -0.7118845640118296, + -1.4856427415292335, + -0.6468627999783617, + 2.3944220214142513, + -1.507507776352855, + 0.2730946665502127, + 0.39760130302102314, + -0.08492106786604445, + -1.3335036912986427, + 1.9598291442571676, + -0.6090567670898831, + 0.667713690891998, + -0.6712758232193343, + -0.7023844947056298, + -1.006585851190802, + 1.0987679476789554, + -0.37562639992248253, + 0.6159078094343108, + -1.6439618925295285, + -0.05178629068402654, + -0.5767684728498533, + -1.2946243483477695, + -1.9132348196923419, + 0.3238456996354167, + 0.46662902511876164, + -0.2323326501062857, + 0.7755027376986623, + 0.3248308818663469, + 0.6856597959036252, + -1.0927051140365174, + -0.21563109339820655, + 0.37842424005236486, + 0.7715636485892908, + 1.4032127518340172, + -2.4083394605318533, + 0.6762607023391431, + 0.7706216057961487, + -1.8191223543789898, + 0.9894576465920923, + -0.347325872927007, + 0.4971913485340603, + -1.1882424055075298, + 0.6429334516718334, + 0.1694614332548503, + 0.720347683694598, + -1.7988804778246787, + 0.31734269501089396, + -1.3569130586886826, + 0.18627460989762873, + 0.7665714919206877, + -0.24926715926968981, + -0.1987337912804574, + 0.10360105428420663, + -0.8680604373478552, + -0.7998831680688226, + -0.18978901621011063, + 0.4914777200602756, + -0.6483988027640524, + 0.7240835683163788, + -0.6712457923936173, + -0.2611520579012874, + -1.3321561157862127, + -0.3603525975679568, + -0.7015130868697381, + 1.0088983485571714, + 0.4104240820528636, + 0.6101008574728383, + 1.924160267365623, + 2.057173133816007, + -0.34466768623780497, + 1.5210224170603095, + -0.3553897196837112, + 0.17196271368732113, + -0.6897431459836408, + -1.0067542428897571, + 2.025109003868431, + 0.3489107568920078, + 0.6844501474034115, + -0.14024100059864497, + 0.2928708330532756, + 1.1611756008715872, + 0.3472789700649125, + -1.3852269267486128, + 2.630808782490384, + -0.7840764489329026, + -0.6759022790626774, + -1.7180192543741697, + 0.4866614121623074, + -0.9764120365352134, + 0.7018316582326312, + -0.31733892111568257, + -0.6311484745728231, + 0.15536450713298097, + 1.0611266361867153, + -1.014596118702556, + 1.4414938910905155, + 1.3363202378973462, + 0.5579052519599736, + 0.9779131650813429, + 0.18792275898487582, + 0.22231394035546595, + -1.4101792414226177, + -0.25620873824737084, + 0.6590347201551658, + -1.5471924215665462, + -0.6195145776049743, + -1.579936670729381, + -0.5640779834686659, + 1.5523385496424338, + 1.3481305882246117, + 0.5065307928689945, + 1.7270483128177578, + 0.1837768259303009, + 1.336183491785155, + -0.3708445167356354, + 0.3940299954468318, + -0.694537591012246, + 0.01820687159111106, + -0.22392636657268009, + -0.36940345318474666, + -0.1048952342994975, + 0.2919799355962391, + 1.828271257041572, + 0.6423924118510836, + 0.5395350279000006, + 0.3974129182557407, + 0.0750087305923736, + -0.64775910883427, + -0.18410695907032032, + 0.23756456215247135, + 0.22477354682188225, + 0.23559097758609943, + 0.06425903716530511, + -0.7564739202203494, + -0.31658051934172543, + 0.2260498887971961, + -0.4270090985074956, + -0.10503811570017486, + 0.0786585095083875, + 0.6857849427364846, + 1.2999259893969195, + -0.1552076704534393, + -0.5213717045232408, + 0.5176188148247588, + 0.46453237107233997, + 0.3168798154965028, + -0.5472929943646233, + -0.4384890743562908, + 0.2671780864567306, + -0.6320316458198783, + -0.482744478250328, + -0.40377873392581637, + 0.8793457750487483, + -2.817867232373094, + -0.9227745515528516, + 1.1416931387294016, + 2.2086299451607516, + 0.7050162306131553, + 1.3823716519594922, + 0.6126975537467165, + 0.9852639932063001, + -1.7161306980473439, + -0.07901109735485899, + 1.494730284862679, + 1.1097764746007315, + 1.1124327385485973, + 0.5798664968779632, + -1.2070891437982594, + -0.1352940918601867, + 1.6394568790780564, + 0.7656472403390009, + 0.05463391704017591, + 0.12936818237012154, + -1.491492630061145, + 0.09307327914001837, + -1.1942955788442142, + 1.961631068219908, + 0.7322468386288027, + 0.8381901584154471, + -1.1262892673175968, + -0.19061630728623363, + -0.3256255714420803, + -0.6031734635679904, + 0.643653103161369, + -1.247149893675958, + -0.1597867214682807, + 1.0418853216880848, + 0.7903500516420937, + 0.15367182892063705, + -0.6604589393622815, + -0.2495668897274399, + 0.933296983772209, + 0.2790234374087762, + 0.6075157942392525, + -0.9443469853585286, + 0.3982718340536235, + 0.3348526388976491, + 3.093237811721974, + -1.2705791904869415, + -0.761282874674068, + 1.0696097652305345, + -0.24106440407151256, + -1.375436351651427, + -0.15765180704617487, + -0.7507512336108801, + 0.49051064355301693, + -0.9697819939595821, + -0.5719158665565657, + -1.4607063043604898, + 0.11816407526330612, + 0.011702297645397512, + 1.1175903033086783, + 0.3878438052316975, + -0.23602072192196533, + -0.4071106074314399, + 1.3253947685225769, + 1.859569702215717, + -0.44591369759934923, + -0.8025817661027084, + 2.325710110603057, + 0.7555075747954879, + 0.725054059406633, + 0.3463702920032359, + -2.0736902892802034, + 0.14962169485368854, + -1.3743859625415846, + 0.0058929834139905355, + 0.5290092142883343, + 1.1805473059404095, + -0.8714515004394093, + 0.6643602435898232, + -0.6759872115648119, + -1.751874626479823, + 1.0215992468733086, + 0.8391382657157301, + 0.5968104774414659, + -0.6633378428613448, + 2.9656707293153888, + 0.06002134559502041, + -0.5786829459780628, + -1.569748894065368, + 0.6193756764409523, + 1.7698039691886287, + 0.41928344804776135, + 0.35742268681257455, + -1.1998229493527943, + 1.1771736544949822, + -0.7411583903013568, + -1.535304554694473, + -0.515190126534782, + 0.08829218306940302, + -0.6127830963790567, + 0.15214174577325004, + 0.35268071614258445, + 2.1833174825334907, + -1.1775517374166964, + 0.4108935454068997, + 0.6390345372687884, + 1.3054058703923568, + -0.8529482345581232, + -0.3732124683985341, + -1.352283181147197, + -0.8217124920756466, + 0.44323332870549303, + -0.8553528730469037, + 0.6170219040393181, + 0.5890723612671154, + -1.3636562053208932, + -1.4722872600720949, + -0.14576390413109244, + -0.40786855424618057, + -0.3624212529003859, + -1.348191808001713, + 0.2878324156482146, + 0.29495587016269365, + 0.7447884923804902, + -0.8457276026505377, + -0.7145753343506412, + -0.3933497621769042, + 1.2268368252229138, + -0.5471360362617768, + -0.5611240604609637, + 0.10105337203288099, + -0.29326094777811995, + -0.8064113794083255, + -0.23420061735614076, + -1.9051277566158848, + -0.4571951813448638, + 0.21857079880822214, + 0.9842449870611134, + 0.770444482026994, + 0.8816047014862576, + -0.2754455910834341, + 0.5749135335560552, + 0.5288538017362339, + 0.2817804261468123, + 0.3260069781313107, + -1.2008580789300913, + -1.329745485281349, + 1.2155136053079267, + -0.2943787329355262, + -1.664464531078992, + -1.752124420205803, + -1.8096285402497243, + -0.4225283654840605, + -0.3701371350087967, + -0.9426849866966139, + -0.4031273529548236, + 2.029068594893254, + 1.044060042737887, + 1.1594186723123154, + 0.0561704577531964, + -0.1798488232978136, + -0.22449855354779774, + -0.57625836079147, + 1.4332582131182903, + 1.2278254466279461, + 0.38321623347261974, + -0.05743169012348314, + 0.5170979674012779, + 0.09574279191973493, + -0.22871841427703682, + -0.05235088698231414, + 1.4783396886187252, + -1.031157321489555, + -0.42495345649615923, + 0.23774879015493977, + -1.645558828570462, + 0.48497417694308065, + -0.6050475051584207, + 0.4873028933144899, + -1.0225371047759497, + 1.1800424535730427, + -0.22330144938794316, + 0.0042777386246334575, + -0.898522818925897, + -1.3831252655043298, + 0.020531583110096074, + 0.29532449256847504, + -0.47659071342525056, + -0.4594182396530073, + -1.9039318293563725, + 0.5446187377169215, + -0.1666905972684473, + -0.5722894742394676, + -0.3338764520760013, + -2.4376431528427354, + 0.46509652645358784, + -0.2556563492577179, + 0.07011761389417397, + 0.982211451906469, + 2.6848998477068773, + -0.7141634158792358, + -1.0815737361550526, + -0.4345394198275905, + 0.8967673974239495, + -0.04031968623535225, + -0.1281427678310799, + 0.16640502193571455, + -0.23221594417860308, + 0.7277594191507711, + 1.3902738229070615, + 0.9742440307533914, + 0.07865114189836168, + 1.5364966661595556, + -1.6468219294586997, + 1.3883632887506794, + -0.5992642838844803, + -0.9243780622524128, + 0.34716622212085196, + -0.7655008622442385, + 0.9308430187441153, + -0.8598969070859436, + 0.25691230315605335, + -0.008637089598053795, + 0.9185540504673589, + 0.32963105732187736, + -0.0792174173124014, + -1.2303105458033687, + -0.5568160345489587, + 0.4582931781661016, + 0.042229129912929514, + -0.7367466541045583, + -0.5248200778333757, + -0.170637875578204, + -2.603995050174008, + -1.7878142233056697, + 0.2606713990980462, + 0.2079834738848161, + 0.4148575447177967, + -0.7058464615723871, + 0.16266579448386534, + 0.5008432712837294, + 1.1253672533044188, + 0.025929592318317235, + -0.8103160724086792, + 0.9841912383418194, + -0.5576110433059736, + -0.9861022990487499, + 0.6547428727204546, + 1.9404885382307584, + 0.9044452321033223, + 0.08061830455702142, + -0.8861599419607459, + 0.6096025953902832, + 0.5756405271690668, + 0.0189390475428187, + 0.22980725460948448, + -0.26189246884420986, + -0.9777651778748429, + -1.0049684896701778, + 1.6779622334094328, + -0.06855175297066253, + -2.3416634587650673, + -0.28025313999918566, + -0.13004899814014176, + -0.09944034636389382, + -0.4699088407332032, + -0.5343342439476836, + 0.6978596255395525, + -0.05721483055996773, + 0.671498637799639, + -0.42919779170406136, + -0.43814651524735815, + 0.3681087166565801, + 0.20315061574800003, + -0.10049388583022845, + 0.1767316841197003, + -0.9222266251686453, + -0.03766756644708003, + -1.2842716530545004, + -0.0648902954676737, + -1.2836224033408714, + -1.4146760232154507, + -0.21481545030699276, + -1.9823508797880913, + 0.28897660957822646, + -1.6720939443470981, + -0.8026898985316984, + 0.8409542036266454, + 0.6310967346798979, + 1.6559673029575421, + -0.32927918758842833, + -0.6215841204557063, + -1.1075995617774634, + 2.18368815488963, + 0.21102178856129405, + -0.7110355935436884, + 0.3969662309269144, + 0.6587512856126722, + 0.9385006775545277, + -0.6984145465109408, + -0.15519397662483786, + 1.3306293668996705, + -1.1024556666947636, + -0.16737946659088845, + -0.6188980726555859, + 1.7112960776450712, + -0.9704009090255072, + -1.3190735105405769, + 0.29979264640011405, + 1.751776874821938, + -0.27275162209488385, + -0.8423346311119977, + 1.7147248558168005, + -0.55869384282171, + 0.6836186423173762, + 3.218390257969386, + 1.5621624518577517, + -1.2824197772047707, + -0.7717331484640239, + 1.0250138258344845, + -1.1496151758666826, + 0.029231978113105034, + -1.3939786666997487, + -0.7831135442716485, + -0.6572642384351302, + -0.6362026787487637, + -1.4081806965282078, + 0.055879158002465186, + -1.0606240048230207, + 0.4375250313739357, + -0.597238178225681, + -0.8669386006101713, + -0.1087184129800423, + -0.12503601290444738, + -2.356959691763952, + -0.8798410219131506, + -1.0201509801824362, + 0.0036093201580078204, + 0.46346802591269093, + 0.1758164284567407, + 0.04757449375736124, + -0.23092502675098464, + 0.8301508722890918, + 1.05902695266267, + 0.9359968372637458, + -1.4396607058800677, + 1.3365394652565932, + -1.2136874786536094, + -0.36030506592485695, + 0.20851908461316382, + 0.5723135776696109, + 0.39396059715688253, + 0.8603619572457328, + -0.08806685647286282, + 0.27305404739307887, + 0.8568812288095791, + -0.8104705970094113, + 1.3316347172469727, + -0.6943521685089555, + 2.734603836149095, + 0.4365763196222887, + 0.11498797766057073, + -0.05148896411072269, + 0.43809269453912525, + -1.4507872712236536, + 0.07705375625769507, + -0.193294423307244, + 1.3238561599836167, + 0.8831111568671504, + -0.8807113961268688, + -2.1168693218091494, + 0.5915286438404123, + 0.9892812197889782, + 0.974442101046085, + -0.08848557147780343, + -1.2578870554436081, + -1.1893504763340794, + 0.6918616340157844, + -0.453881137146982, + -0.468995611851358, + -0.4507534577843107, + -0.9704680247412568, + 0.7555056564635708, + 0.31197272269454246, + 0.683446860960125, + 0.7790221884286297, + -0.2848227844192846, + -0.7540578559699167, + -0.24756136440386806, + 1.310090296942602, + 0.792530278408009, + 0.6984374503589516, + 0.14002193419743442, + 1.1633422142242782, + -0.03335782849917952, + -1.6755816970109192, + -0.848445251620147, + 0.5235120105656372, + 0.8088337622938157, + 0.5337126506793616, + 0.35760996144383156, + 0.42262323673261526, + 1.6765918914401483, + -0.5698829094944142, + -1.2713209168070623, + 0.3998174852346671, + -1.0440211574161373, + -1.1945730369238998, + 0.5716900741335499, + 1.0891680563028268, + -1.905727263591998, + 0.5656960097711032, + -0.2381884541709238, + -0.49404151172031247, + -0.9410691885276053, + 0.24542175111095024, + -1.094214859825238, + 0.21182958406046612, + 1.2839356238192565, + -1.6888656634131503, + -0.9775726086341474, + 0.6103547865857939, + 0.3058773641501067, + -0.3168609496449112, + 2.5675564905667727, + 1.2517334021200992, + 0.5059734892141473, + 0.4116212037171199, + -1.101752433789466, + -0.7128249090009868, + -0.8962914011363348, + 0.6391610813909329, + 1.0135440375480635, + 0.18224114391579493, + 0.5381152014434244, + 1.8660637316026372, + 0.6495445805244713, + -0.19848462388545984, + -0.7913101068419246, + -0.06043356995921976, + 2.401724776209262, + 1.3318409785434466, + 0.9700313650196598, + 1.0807271435484196, + -0.0402674169516519, + 1.9982881038234452, + 2.520780253728616, + 0.1455211206495403, + 0.3708457214714283, + 1.6794899305930084, + 0.26688612900670616, + 0.29418023628161777, + 0.24253558421054067, + 1.6941469690853437, + -0.3248449971381483, + -0.5372891710880568, + -1.467916776065461, + 0.6071185711439838, + 0.7925120130683476, + 0.3127711806205273, + 0.48560695733980486, + 0.09044416003516677, + -2.1807431270628235, + -0.1780668831717928, + 1.1812963641107619, + -0.3759717745575236, + -1.4612028393575516, + 0.00636469186532334, + 0.7294841331207068, + 1.7225683174787676, + -0.28588650504738733, + 0.4406083648109964, + 0.1227270093855047, + -0.5161504084400989, + -1.5729791391365884, + 0.09645163546145985, + -1.3235396152928964, + 0.5977896883226199, + -1.253594835756886, + 1.7638188029632522, + 1.853212434774737, + 0.6766174202288832, + -1.2068711805567565, + -1.1626277591063061, + 0.47767959590903747, + -0.8707203063570733, + -0.027306473229496534, + 1.1920825191111288, + 0.1845180813160111, + 1.5333898893680842, + 1.273427192257477, + -1.562594466942534, + 1.2416918406801833, + 1.7389456687561415, + 0.9102077950982321, + 0.042494511611193296, + -0.4497122289158557, + 1.280238630828441, + -0.34025803494118917, + 0.16183761429167298, + -0.7565299829900173, + 0.25311573114687513, + 0.8076141986962233, + 0.5566388261941407, + -0.9729989675629013, + -0.036409496543298434, + -0.6883109698989686, + -0.3414201631463286, + 0.2644700827406571, + -0.843701158375265, + -2.482456465796831, + -0.16976751660207745, + 0.12314650727035321, + 0.3800417419816627, + 0.6325385474841326, + -0.581468037854013, + -1.065263695539731, + -0.8877529579136395, + -0.5549346490786075, + 0.17294481695209785, + -0.07256109609285401, + 0.5231033127936956, + -1.4334854098478431, + 0.8774063872297103, + 0.1787400937085823, + -0.602357033454903, + 0.30160550129221436, + 0.009698502106208099, + 1.1114666799627444, + -1.5474352120713177, + -0.024784968423633685, + 1.536712557403854, + 0.13259237721995504, + -0.6869502268400854, + 0.48745183006838894, + -0.02863214994145083, + -0.8622056531355964, + 1.4310827954264076, + -1.932215127358676, + -0.8842971883708877, + 2.6629777273132365, + 0.31065042496685097, + 0.20347418477171353, + -0.5049503676121239, + -0.2704390098140866, + 1.0740555694909408, + 0.685384698391643, + 0.08949766369752127, + 0.13018838909352315, + 1.0706959255335755, + 1.7708795397450727, + -2.083364284061446, + 0.7131547607977315, + 0.06709104582669999, + -0.03418900491735643, + 0.2281895074821108, + -0.5098745164804198, + -0.10876179025956073, + 0.6669847384360299, + -0.9885465033848083, + -0.28563053415702705, + 0.6299646920323623, + 0.7277275295159937, + -0.3630413763109537, + 0.4570061038825791, + 0.9483569197590319, + 2.0658079060179726, + -1.123619484007634, + 1.077798410171774, + 0.911911840634984, + 1.8092583729275522, + 0.8098365125155295, + -1.693182678750277, + 0.5047251760715573, + 0.039293995120145905, + 0.09188987793403158, + -1.221519111604284, + 1.7027917687933183, + 0.46413783794804736, + -1.0537636030299924, + -0.5566903213666603, + -0.13028510535701043, + -1.1778904836221455, + 0.08824035326500974, + 0.4809113844347658, + 0.23533646650522572, + 0.5543215881721313, + -0.6690093939500366, + 0.16559653565748078, + -0.14496698455370946, + -1.1099409702070866, + -0.19754241377558446, + 0.045565862841022424, + -0.9431400949562687, + -1.2459597192979415, + 0.5275530539222971, + 0.9276485149258611, + -2.0226426955030834, + 0.19134412119006067, + 0.5031954215685898, + 0.4286657259748954, + -0.2534110683614919, + 0.4389217196613276, + -0.3978305898098366, + -0.09009800080097584, + 0.5136655359503736, + 0.07435177997644273, + 0.27274419409333506, + -1.390428168330034, + 1.0716211217378657, + -0.8032071992815406, + -1.306921660708199, + -0.9075980717119863, + -0.7457968911159581, + -0.02878055045422315, + -0.5282190964261385, + 0.706218304367895, + -1.0355494402565975, + -0.586502984609775, + -0.41509182990418614, + -0.12489824790206941, + -0.7790872485998939, + -1.0248137048462256, + 0.12008312246434057, + -0.23040759558583446, + 1.3212959621152214, + -0.5444065969432997, + 0.5575296897091236, + 0.6488372040415062, + -0.20689866856599867, + 1.5282754956974411, + 0.03237806006637014, + -0.6389941419483851, + -0.7752549755095511, + -0.24980561062188483, + -0.11843116136118848, + -1.56464129373751, + 0.7892044988418752, + -1.861551790099855, + 0.2570460225791987, + 2.10848572637816, + 0.048079637298419194, + -0.34112288997748885, + -1.6477233609071804, + -0.8402992094047026, + 1.1795358819966528, + -0.37805738056882393, + -0.22061869353479413, + 1.3518992051620953, + -0.22584145680225082, + 0.15152018887092014, + 0.3145273503188659, + 0.262421020233067, + 1.35617557693379, + 0.3558129401697694, + -1.0040744085364404, + -0.26847548342499433, + -1.9317658083945992, + -1.4955910997024011, + -0.20082805638265802, + 0.32001396158359274, + 0.8954474907460941, + 2.58126992917408, + -1.0013083726926473, + -1.0170199149842385, + 0.990024715472057, + -0.4635080583067167, + 1.1560362416309866, + 1.0721267842923181, + -0.3041008216665428, + 0.7818489094484092, + -1.027043290589334, + -0.585796435120696, + 0.0788164328518907, + 0.6542526054748578, + -0.3629878137920995, + -0.924180739206422, + -2.021790766498756, + 0.15397800344398682, + -0.7461817937287664, + -0.1634229876363085, + -0.8975981109301325, + 1.638484640382385, + 0.14743138309431414, + 1.1584851425746814, + -0.1013730752670886, + -0.5698299264291726, + -0.5948151687702049, + 0.04398612946357648, + 1.1881890838249054, + -0.1824993087951733, + -1.7217096079052974, + -0.3800946249591127, + -0.4490187788890391, + -0.2704893932429996, + -0.8646157151168475, + -0.3607135691154473, + 1.1806294503924712, + 0.16225136754840677, + 0.8070142015001758, + -1.532402000905804, + 0.9791066844220839, + -0.7089692416311174, + -0.4746025431966657, + -0.3188734212540352, + 0.907150424907018, + -0.04011182924627619, + 1.1544494863738837, + 1.3857993825121393, + -0.2267000471258226, + -1.6854163629907088, + -0.1298431099608273, + -0.8699849418870529, + 0.6453016604968039, + -0.19079410672359873, + -0.34107435254698804, + 0.9895809802471826, + 0.09929316949638643, + -0.9718402780000506, + 2.4197422285153958, + -2.049277097782132, + -1.9037184144674246, + -0.08220671874459069, + -1.2103880337745077, + -0.30437508186052337, + 0.5303933592404636, + 0.04757895143075853, + 0.030363404301665845, + -0.2660898741911466, + -1.1722458821170296, + -0.33807285102969487, + -0.3261966250185465, + -0.5361162954737922, + 1.8148165647109384, + 1.0252217019299072, + 0.544370610713107, + -0.9128468265345904, + -0.3737906402780091, + -1.134772635852641, + -1.3639936181020673, + -0.776093542507063, + 2.1129838316260874, + -0.6314256981025893, + 0.20713752719778017, + 0.877602102521004, + 0.32419743331754347, + -0.9250407050957928, + -1.070664980004461, + -0.8662809238279616, + -0.20251467320323807, + 1.1457940315249113, + -0.8361745198952892, + 0.060110735372978924, + -1.0370885173382816, + -2.256743445722848, + 2.7523188717898655, + 1.07456232382042, + 0.6506794506126495, + 0.17456610783495602, + -1.290145536353863, + 0.6233885237717282, + -0.023835086521249323, + 0.5731416625630447, + 1.097704629930458, + -0.9098604935013483, + 1.2952059697365899, + -1.463336788650514, + -0.9493547750623215, + 0.862417242154897, + -0.773251261926177, + 1.4278314353358477, + -0.06949997601382113, + -0.432690779199416, + 2.408378346907114, + -0.7648864576310928, + -0.13896325105068583, + -0.539818260458631, + 0.9113333957556762, + -0.2062669055199755, + 0.13127684909317217, + 1.395112509021718, + 1.5844073663456393, + -0.43154375233635817, + 0.8011807477148349, + 0.872262716641875, + 1.269846803489969, + -1.2874451726236373, + 0.12272289342711472, + 0.6306932699999083, + 0.5067316315164061, + -0.4005308828605438, + -0.3677974174526665, + -1.004748762266609, + 0.5720856781281931, + -0.9411283495583891, + -1.0911660365007827, + -1.7943040572894942, + 0.6545982217359064, + -0.054067381735585486, + 0.8067404505012441, + 0.13951776408008376, + 1.0955017861030707, + 0.6045047699139875, + 0.18416077224299912, + 1.3561802379344614, + 0.8974307334987847, + 0.8183437620187916, + 0.9832755920643137, + 1.6999307885301003, + -0.3772762910826477, + -0.6172550903382032, + -1.1272661472088983, + 0.06736440952616303, + -1.2191250983155675, + -0.7056810226725708, + -0.5768390676911151, + -0.32911716514507483, + 0.657824533310643, + -0.8976916562654895, + 1.6509686768974197, + 0.0275933073354039, + 1.4388773844507903, + -0.14386409243701667, + -1.485663446808335, + -1.9238418799011476, + 1.2409710858197216, + 0.4770846583502316, + 0.6437712607622478, + 0.3614069603367408, + -0.8251934658358562, + -0.9633298384098413, + -2.5989196748728935, + 0.2652270156578665, + -1.6222935108194338, + -0.680913512747413, + 0.09983663409664002, + 1.3739109481679534, + 0.6816295685839614, + 0.493875412467493, + -0.6943226726480253, + -0.4949358640425572, + 0.48283157365148693, + -0.13235593600181197, + -0.8961542880158202, + 0.651978792190249, + -0.6337729299490461, + 0.20502523944372575, + -1.6677538132774852, + -1.5601515028372515, + 0.48518872473129804, + 1.1511938345321158, + -0.4038901074412842, + 0.002303871464800766, + -0.44395822360075204, + -0.27363863659814086, + -0.2827183245782753, + -0.29356208411883766, + -0.05073631890003018, + -0.613573050024834, + 0.20249834983277168, + -0.2516158591421849, + 0.5174359087691367, + 0.04336161343968873, + 0.7939513991940438, + 0.8302693070172775, + -0.43687999120446336, + 0.4264559924495806, + -0.458778479169504, + 0.3777288986128437, + -0.36096847249227454, + -0.4953592796903709, + -2.2101421368194925, + -0.9708775101238107, + -1.4228437067584028, + -0.17905323994298003, + 1.5055211181393595, + -0.3175734909875953, + 0.9629254927886354, + -0.7032891307324166, + 1.0717189556144333, + 0.3711663322153954, + 0.4712951963379781, + -1.242428029339292, + -0.20806556118720848, + 0.08971723528095381, + -1.408175301735257, + 1.2103301715419585, + 1.3166124370931755, + 0.6289800580568675, + 0.6021446008297752, + 0.4227319240350872, + -0.26696912498730113, + -0.5335785542688565, + 0.3316557869713375, + -0.32222019358580994, + 1.2220031540892948, + 0.26133570281723495, + 1.004411786669887, + 0.21895052053463762, + -0.6443024367913589, + -0.2887867599687853, + 0.5326541367541114, + 1.3008378829995968, + -1.2730114139331057, + 1.7110695529033026, + -0.1838918611737684, + 0.9811937672769926, + 2.0106561885647762, + -0.31447944465160027, + -1.340477451763322, + -0.4070248615164076, + -0.5936716501056084, + 0.9691254707127646, + 0.11750387275357639, + 0.97931316219888, + 0.5445315940745112, + 0.12300090320734297, + 1.4790270929355407, + 0.33870999030860743, + 0.6688664251253026, + 2.9718842563897705, + -0.2657910601021553, + 0.35757205646807994, + 2.1084640024699435, + 0.8367358470446151, + -1.1932364358223357, + -0.725652268864048, + 1.1972175335147552, + -0.3303659438832169, + 0.6010123832748334, + -0.15566094624624524, + 2.00143210333002, + 1.2568954671472639, + 1.3240678138934712, + 1.0906058144874151, + 0.4595036283350402, + -1.355598654091485, + -1.4322165832492737, + 1.2153782665581097, + 0.39936699408405263, + 0.29215120460322896, + 0.013521552359469008, + 1.4966477711438517, + 0.026246592651485642, + -0.41779859588134216, + 2.152331896997652, + -0.2608353278129546, + 0.1991778385216385, + 0.16013392651913647, + 0.691778237707877, + 1.1517643100873414, + -0.4423206178844991, + -1.5689817313316405, + 0.45883296326889467, + -0.2461979599405081, + -0.6766056710685932, + -0.40563990231621627, + -0.07816141965674718, + -0.6286128473618884, + 0.07798822556367974, + 0.24381220694563663, + -0.4057010438340242, + 0.6805384004131659, + -1.1726857759389004, + -1.3607100397117577, + 0.7836867705243451, + 0.18242610833642656, + -1.3159755308856491, + -0.13270570200410273, + 0.5123423444759666, + 1.6784310264081528, + 0.8619939590309306, + 2.0095625625796045, + -1.5600857786662978, + 0.1406169764505491, + 0.32681303690824753, + -0.2903670082149993, + -0.2898689867509237, + -0.12462732405132264, + -0.04926814291144648, + 0.5177312100555731, + -0.7122901144770666, + 0.5438304981042967, + 0.2887422323456736, + -0.6204729227593418, + 0.9005530803227947, + -0.44646284757764926, + -0.36311378456138554, + -1.5430408339414108, + -0.1975182408214404, + -1.852827311771677, + -0.09824763849238126, + -0.2093966818285356, + -0.7548754425460477, + 1.1290637211190069, + -1.06252993897118, + 0.28471418206915927, + -0.5349872795585542, + -0.7080624226833336, + -0.49333429339525403, + 2.0007965043337927, + 1.3668113430957318, + -0.0890432155912742, + 0.6733171958804498, + -0.7633944557450681, + -0.08096509869451024, + 2.5046775964790995, + 1.1486964056830709, + 0.8870847417974352, + 1.4231616219447303, + -1.5390321759834358, + 1.4792090832639937, + -0.07644203116913577, + -1.5554829611543866, + -1.8755746822535235, + 0.1800307691947408, + -1.496350387651552, + -1.1037336956228299, + -1.7195030652269234, + 1.8811514269698095, + -0.13525526591518652, + 1.3487033326293092, + 0.8222464177748883, + -0.08693237221599034, + 1.5388475251961085, + -0.26861398868965763, + -2.5057681660527242, + -0.7061434323549622, + 0.044487611900296334, + -0.9418417010013678, + 1.9882868839919314, + -1.1681369604482281, + -0.7115757531997854, + 0.05136803181073859, + -2.3012410111386785, + -1.3472238553749885, + 1.6918265371162537, + 0.6971999642393363, + -0.970240403308488, + 0.8724035412006408, + 0.762469801293295, + -0.40034902568764263, + 1.4488797495853238, + 0.21870699568125376, + -0.6766416435330981, + 1.157590392880131, + 0.05549878179258066, + -0.6376864029927264, + 0.012776804824982765, + 0.5763422785256577, + -1.2598805525866015, + 0.39483582421670005, + 1.0381542905940317, + 1.9476091317864483, + 1.5440278696154435, + 0.6230930388887732, + 0.7247520348644966, + 0.039509977444996174, + 0.43411253911491215, + 1.318237402839485, + -0.9067121061512317, + 0.3766254086307233, + 1.1676353295934976, + -0.10220579427023115, + 0.048849651197926294, + 0.6873234844115762, + -0.8159595700408616, + 0.5313651289525047, + -1.0714019180653724, + 0.897400598055804, + 1.3398635985914418, + 0.40610780774029115, + -0.1145194569386228, + 0.4826223317543896, + -1.2909020296151554, + 2.66420181233193, + -0.07237978425818797, + 0.5859479686908816, + -1.6534913319765059, + 1.380537758464833, + -0.06436480725801058, + -0.35741711493475403, + 0.08714100022766609, + 2.33848889808385, + -0.24639768919583968, + -0.6927162973585, + 0.45033660884680693, + 0.4423980162987547, + -1.648481079781871, + 0.34865314372881895, + -0.06426827105684914, + 0.8725717652887176, + -0.21641676944205548, + 1.7756208766703234, + -0.049070186564910176, + 0.3615175361352188, + 0.2692500848252215, + -0.1984792716119936, + 1.9402277020176286, + 0.11749382755236873, + 0.08472435264640059, + -0.23753374699709862, + 1.3100998757374807, + -0.8175417893811918, + -0.18666558206505268, + 1.4819416124202802, + -0.7382658124217412, + 1.2767296351569626, + 0.25297590174601686, + 0.7394395754720469, + -2.6380001147374457, + 0.15502042482038253, + 0.4326475285161694, + -1.5204885312024348, + -1.807191546880907, + 0.2810221486281011, + 0.21121171795060603, + 0.4253482271005026, + 1.3572882718653956, + 0.23114535596929978, + 0.005578359453193696, + -0.034357495842666445, + 0.9190807484394969, + -2.3733325776040446, + 1.826881191833124, + 0.6606896912000464, + -0.3577448371875923, + -2.5800711559125618, + -0.07629201654065271, + 0.28824181663255855, + 0.7810342752165008, + 0.9622301834465604, + 0.38814680178317235, + 0.16505021520727853, + -1.4354728018991645, + -1.5869834807516074, + -0.46762363306935273, + -0.1817555300356528, + 0.4561181948940135, + -1.2344717263359688, + 0.8056948121618265, + -1.507677807354463, + 0.5713452083393243, + 0.1879910428309568, + 0.19747708928829819, + 0.5728432221203037, + -1.8193559007026667, + 0.4997065937245266, + -1.749246104859614, + -1.3805473808204658, + -2.037771809882085, + 0.42586840156726613, + -0.6262551418868321, + 0.31907628544267674, + 0.5569321701317136, + 0.482741310169631, + 1.6659021355371082, + 0.8318504243243264, + -1.756318092187112, + -1.1496149966954596, + -0.30973829663877367, + -1.4065354744903191, + -1.65152154619965, + -0.4387694048598416, + -0.2887296423634927, + 1.6226334476848419, + -0.13072403479883254, + 0.7794921375061787, + 0.13330499695380682, + -1.0904829017895565, + -1.461848119792869, + 0.30469964442740105, + 2.366756644347119, + 1.0101728791804252, + 0.8312106884364642, + 0.277033655615551, + -0.028174704641857843, + -0.5823645988139368, + -0.492261142114819, + -0.461568773698731, + 0.8393529951755878, + -0.25957320138810547, + 0.39382008761290843, + 0.3486083897171033, + 0.4077701826796898, + 1.098281972291737, + 1.84811724370851, + -1.385108147660133, + -0.31049372818390203, + -1.1208464831171057, + -0.5015166482956074, + 0.04932526445571838, + 0.9212179007410161, + -1.449791227398777, + 1.7962972876084085, + 0.7036298759886808, + 0.8655202393208353, + -0.663541522867791, + -1.2798420875629595, + -2.110450333702484, + -0.4821107129387382, + -0.09144263659234457, + -0.07471051396034024, + 1.5038750660165565, + -0.1543614692053922, + 0.04183896462179996, + -1.4426387586730711, + -0.2244329334080163, + 0.769476758502756, + -0.38068685180862133, + 1.122840348166273, + -0.1632786945879594, + 1.3996013333032191, + -1.0246385849852027, + -0.35507638611308884, + -0.9393016690358582, + 0.7659762670553946, + 0.8632170972476202, + 0.09285140267027937, + 1.1395161829535423, + 1.0272469835935374, + 0.08480230704150496, + -1.0219372619854892, + -0.1571924318976365, + -0.26319182652024903, + -0.19098611943406452, + 0.6534593907981348, + 0.7963787476418747, + -1.0804943882405444, + -0.2565371144823203, + 0.9038395614978108, + 0.901513786941194, + 0.6180598945256952, + 0.30058175140443943, + -1.2850456151805232, + 1.5058055462670428, + -1.0842277639862643, + 0.1541703021739757, + -1.896847355136966, + -0.4281749575837799, + -0.022670744236453835, + -0.9110295329125647, + -0.7460049533074719, + -0.7594477172727846, + -2.2336795267257785, + 1.0348322761730855, + -0.6080949788741868, + -0.8194096334511455, + 0.0637465805856893, + 0.05442270321595085, + -1.6229062416131288, + 0.14883231009045375, + -0.0817723419094252, + -0.8216203664003361, + -1.4153367956949847, + -2.6456700687695283, + -1.7423544490265812, + 1.0836179170836127, + 0.5282545391030324, + -0.5702385913542755, + -1.5225437240835586, + -0.08574132540621288, + -0.029286170908027303, + -0.3978577659407566, + -0.6315689079392104, + -1.3221140717895383, + -0.5828126957390453, + 0.6812245461041461, + 1.6077189411273907, + -0.21071102033775999, + 2.152202741344814, + 0.5000400306513059, + -0.1831967594644604, + 0.01325997452241563, + -0.5341204440028737, + 0.16288790747655674, + -0.2634605897151044, + -1.252946181240016, + 1.2962924347210434, + -0.3400108985307885, + 0.24132883590164003, + 0.35806959293421414, + 0.500594806138211, + 1.4286102271080134, + -0.6740027503786423, + 0.46938599937873726, + 1.264998644156088, + -0.6444101601551964, + -0.15025229701834972, + -1.3153063324466896, + 0.5784858326858775, + 0.5675327129742639, + 0.148064547965278, + -2.4369983931029244, + 0.3240859421954801, + -0.24213494984014944, + -1.0761917958044922, + -0.40957390235277336, + -0.5493626987982589, + 0.7172832734214865, + 0.08689985580911797, + -1.230346432537193, + 1.7033674949724618, + 1.2696636343414252, + 0.5258808574418433, + 0.06445634879928794, + -0.19183758381157687, + 0.15872408793568918, + -0.3129570128108786, + -0.6229112079674367, + 0.32346775425249014, + -0.6428162781288177, + -0.8133717698017342, + -1.4143355501791735, + -1.1887352785496224, + 0.3199295900980594, + 1.1332375483505732, + 0.30682772389931123, + 2.128635056080684, + -0.6447927565430384, + 0.9370862797089623, + 2.486533555511126, + -0.5477003796336365, + -3.2784199904952245, + -1.7474971055196542, + 0.2865835340281104, + 1.240220782211219, + 0.16959332874120445, + 0.2320051958446677, + -0.6788821242604973, + -0.880042998741694, + -0.3283836308038047, + -0.2989610184832178, + 0.06412370455377202, + 0.8095580456464703, + 0.26712731594587324, + -0.5171059348660024, + 1.2363690686488413, + 0.9077594270295714, + -0.06689447015245222, + -0.16075476056706747, + 0.9973602198743079, + 0.9437128741662199, + 0.22375204497161852, + -0.7893450907977615, + -1.6031191669997191, + -0.31062811937925155, + 0.38465304192526173, + -0.44503187603853384, + 1.420430412979077, + -2.2274558647675753, + -1.4553442314709648, + 1.669121215827508, + -0.2135903556595717, + 0.589928833574733, + 1.9456663108679026, + -1.6126915072587384, + 0.1617914143184499, + 0.008927013496343313, + 0.7252817558319582, + -0.22329866279987542, + -0.17328570179815436, + -0.4402883096342097, + -1.3323498782527694, + 0.5842499950206788, + 1.7967511224022583, + 0.8560709130266421, + 0.5119488700435086, + 0.8033270185909301, + 1.7626867495583178, + -0.7807204826585079, + -0.9886938453753901, + 0.8645706568103076, + -1.2309134519552152, + 2.1915830676960484, + -1.5948238746523757, + 3.1509967504361747, + 0.23387371174370136, + 0.7890611580282388, + 0.44906522210506844, + -0.5391833971261026, + 0.7337514002142056, + 0.6239103388629794, + -1.1068802154942485, + -1.4308920034871515, + -0.2123923187937904, + -0.21131659541168724, + 0.26904154512674966, + 0.4515003855213312, + -0.4493777177983246, + 3.7443255006022125, + 1.094092421725744, + 0.017034169046952253, + 1.1574353186604134, + -1.4170703385530674, + -1.517809960339779, + -0.48798553738383926, + 0.9427887172533072, + 0.14143737724589814, + 0.41587296388249456, + -0.6144485222051499, + -0.4050769234481318, + -0.05838613759971271, + 0.5584169276980073, + 0.2962965617627333, + 0.058696570889056485, + 0.44057024220724156, + -0.5088692376120669, + 0.3301951992486235, + 1.9084726373790428, + -0.34702329430229223, + -0.13350941313893597, + -0.04073167702252344, + -0.10766255681048456, + 1.654863651552799, + 0.9690387630368582, + -0.7612328114393874, + 1.0382623800242843, + -0.408436611191888, + -0.8769059087995648, + 0.29341969371507437, + 1.1867752013095567, + -0.6197830247934834, + 0.39806927413058396, + -0.14410448620782343, + 0.19149720652559776, + -0.9880855039384062, + -0.8967210688400721, + -0.14481271768694887, + -0.2205181006649009, + 0.8090595916155656, + 0.8356584627508149, + 0.5990021679692631, + 0.12047955856999222, + 0.5151138416457336, + 0.785139056538411, + 0.31343497199251363, + 0.22984145565246467, + 1.7039409417421036, + -0.3247044126901723, + -0.7718128590740995, + 1.4910732521658199, + -0.7705438771596352, + -0.9480350916620296, + 0.22470877382397425, + 1.4104140505132396, + -0.9055073550132945, + -1.1023819963362005, + -0.553839969565083, + -0.8721751976875957, + -0.3495140850655917, + 0.916977517906486, + -0.6368975678017214, + -0.3696700258667714, + -1.0749325969426857, + 0.5477555591405318, + -0.39451951661306955, + -0.23159266627241248, + -0.60244279558997, + 1.4412083098369646, + -1.5443475625000822, + 1.0463001350752175, + 0.12061335641912752, + 0.7769987507012382, + 0.6384696206497081, + -0.05481788209431225, + 0.29326698564220255, + -0.9149682828444087, + 1.7965716566612537, + -1.9121225336798706, + 0.35241410530593326, + 0.22300929621702031, + -0.3087250630279914, + -1.4923248839650283, + -1.066759920961267, + 1.5027233694453992, + 0.7578966987560288, + -0.9715887064665888, + 0.07929848382671863, + -1.3499021812670864, + 0.4196952922838188, + 0.31563562664087524, + 0.6390775391336909, + -0.8477858675040719, + 1.0836826662325842, + -0.9701643568756084, + 0.9197963361809363, + -0.6285237578734569, + -0.054739007134362264, + 0.3811606197213799, + -1.2958854017799957, + 0.8237322858590084, + 1.3786365916573324, + 0.5568227348035542, + -1.9944985020322652, + -0.8225047421166182, + -1.546510775875221, + 0.8113936233659612, + 0.08286056598776297, + 0.39398699618492256, + -0.9688599870035467, + -0.7047628559413573, + -2.039000720509852, + 0.8173941504386008, + -0.2590652760637732, + 0.683347883870427, + 0.62961945328222, + 1.119076964982904, + -0.8675186539357875, + -0.73375927446979, + 0.08700454614442402, + -0.7042838477280238, + 0.37158951060380985, + 1.2520193467084935, + 1.1646180426852564, + 1.0966343596005903, + 0.2515947136752751, + 1.4871922313039783, + 1.4840715734593215, + -0.3730438157244072, + 1.4828244543355473, + -0.44850683997964397, + -1.2587216924202944, + 0.11709692555341959, + 0.02005759394645337, + 3.0143799617610783, + 2.335253838064734, + -0.9988773202030502, + -1.159946759205041, + 0.2566852611323056, + 0.2925795369448238, + 0.992393321952412, + 2.096406390563971, + 0.22228511178814703, + -0.13688577836015436, + -0.9777013162803502, + 0.29808445072896794, + -1.2446283493972436, + -0.3902530426690514, + -1.6563282708468652, + -1.3826026480152043, + 0.6476631027945826, + 0.7298080495914275, + -0.16532838559858337, + 1.2799432297853885, + 0.39601155536302485, + 0.14848546824899606, + 0.37126783790999396, + 2.0250860752638142, + -2.407859387720883, + -0.039926085399766637, + -1.381959226632386, + 0.15423079425618577, + -0.8537606285765095, + 0.046651025794896, + -0.08234614071119463, + -0.5456173698897552, + -0.887039039312323, + -0.43361020511085024, + 0.05537032163312466, + -0.5938849247779503, + -0.4556508056786336, + -0.3073469056734101, + -1.334912387585997, + -0.5843949147919185, + -0.9044415005741847, + 0.809413894914204, + 0.26608285678343246, + -1.1075701380766698, + -1.1731942003683329, + 1.2041708529623298, + -0.2241255490248059, + -0.6489811705642855, + -0.7927249852727828, + 0.8457184467816472, + 0.7940470290052909, + -0.5950406476372396, + 1.3949543979988164, + 0.27187918660562316, + -0.25423684732878155, + -0.03996165146654287, + 1.4332652487768134, + 1.5823242740066712, + 0.3970641661488431, + 0.07814004470004757, + 0.027317792560740503, + -0.7532632029495494, + -0.03601801419028709, + 0.4750468750254027, + -0.07917907308771777, + -0.4097765399010412, + -0.0645118393589846, + 0.4240437177789608, + -0.502862496806595, + 0.3371443037318504, + 1.0613421999618071, + 0.27250320222437163, + 0.2281340739667019, + -0.11921111454492088, + 0.5599626628411003, + 1.3076090256171258, + -0.12325020823133435, + -0.3142884281657257, + 0.6492637417917465, + 0.23245933448084566, + 0.23962820706238838, + 1.5746529269811183, + 0.20783347150612738, + 0.8384074904547404, + 0.7956018443930706, + -1.4228256659893843, + -0.548113460520488, + -0.2075499166583065, + 0.3538266777525682, + -0.990960410153765, + 1.3571409419877387, + 0.7035280407359278, + 1.3722952085924243, + -0.9234289063471015, + 1.350283141982609, + -1.2875453543840218, + -1.8634788782501734, + 0.10577413423070678, + 1.3340560838785036, + 0.7975134627197735, + 0.6415283655124753, + -0.28235032501122337, + -0.4026068017901133, + -0.45797501744947594, + 1.807932396436934, + -0.6279291212446693, + 0.7253020853225561, + -0.890405883533624, + -0.782676256167151, + -0.32344847055391657, + 1.004408139092582, + 1.7358473163679373, + 0.6551416748580922, + -0.3931848687367386, + -0.44716629080361936, + -0.7790646153255641, + -0.7458535639749453, + 0.3971947357009008, + 0.6548733900688406, + 1.3675660006363026, + 1.111799519158836, + 0.26740547244071056, + -0.8672724946043792, + -0.013071649201589843, + -0.47125168036845266, + 0.9781238401674288, + 1.8867264095998466, + -0.08500454664888057, + -0.2970998951163908, + 0.9656579397863159, + -0.29127659780809606, + 0.4795521867095169, + -0.7374570483157213, + 0.19177423098176596, + 0.11423167715339241, + -0.4467787315894602, + -1.1264904944310141, + 0.4951826115724387, + 1.6402373256723033, + 0.8425401337623342, + -0.6792466944398547, + -2.7500625989177307, + -1.0104121325695268, + -0.5364790186256645, + 0.448043832421463, + 0.33206497104604876, + 0.796612749782742, + 0.7514037686468712, + -1.365191526069317, + -2.0945846021929184, + -1.5547423027078087, + 0.2232874417577271, + -1.281037137995218, + 0.07973918662293165, + -0.7713856493875626, + -0.523345557959066, + 0.40009300091341216, + -1.2465783275610234, + -1.9362174193309474, + -0.5871673751483127, + 0.16419252977864499, + -0.9660790339323706, + -1.850506433107007, + -1.5108367349355183, + -0.2724688252372083, + -0.35983390569130025, + -1.124184096945865, + -0.39687182977546925, + -1.5818222178851447, + -0.577407159636309, + -0.5829769748031011, + 1.761028168236091, + 0.5481912091711013, + 0.011179267940026185, + -0.6101367340263976, + 0.33148710077083665, + 0.495317796811219, + -0.32554089964575955, + -0.5922650727967425, + 0.7527024002589052, + -1.2378722105982525, + -1.350295631596124, + -0.8151183278972107, + 0.18135399282664572, + -1.1196722608621033, + -0.2766518292973098, + 1.3251773280513002, + -0.19554585659737395, + -0.4981569155617382, + 1.6428135201803704, + 0.2990373187201832, + -1.0377484098493877, + 0.34919562673142673, + 1.0139231404516973, + 1.7041790633695129, + -0.5287076712053054, + 0.0005603120523001462, + 0.3822053399673818, + 0.09488899441223121, + -1.6197977399755639, + -2.080832594217417, + 0.2571961911533916, + -0.06189587860329688, + 0.5796209583409601, + 0.40746543649064065, + -1.6678324319567792, + -2.5733969537585106, + 1.482932005315659, + 0.334970028842687, + -0.49807202003828466, + 0.24013738156901293, + 0.9413372871704095, + 0.8554335423668986, + 0.1796602398681993, + -0.5451095277916577, + -0.6972474606336859, + 1.8170152782803741, + -1.1389862883578266, + 0.40337500174689084, + -0.8826264741210829, + 0.7028565132093969, + -0.20043032073868372, + -0.5533014064589253, + 0.3635719655117148, + 0.2596825229673617, + 1.104025456197323, + -0.0237948544589968, + -0.887417093321951, + -0.06960589214688467, + -0.023432037189917713, + 0.0750017670440441, + -0.4865790112682748, + -1.2995429183376381, + 0.9217523237126853, + -0.7108072521877474, + 0.09214916004228664, + 0.6378210076203347, + 1.238988518768732, + -0.07746265031566393, + -0.49390441099395, + 0.09948692346482353, + 1.4726930757819814, + -1.358512876218434, + -0.20593440313940614, + -0.21763994180670998, + -0.6070068453026444, + 0.4056469305690193, + -1.166969480205396, + -0.36197601606939395, + 0.1811161239744084, + 0.48194124569365615, + -0.321270381020795, + 1.3782732786067322, + -0.03985842222512138, + 0.33908266719619967, + 0.4105543589234721, + -0.004111776575181083, + 1.6992992062943635, + 0.24256077142398666, + 2.098477957618328, + -0.2246739443011068, + -0.6141424277821904, + -1.5701253348249278, + 1.044033473063527, + 0.07724037451985187, + -0.6735123419130105, + -0.4055691744245344, + -1.6502383570548937, + 1.244198067413326, + -0.6240208269197481, + 0.815421513484564, + 0.06028025394230007, + 1.0281766722342387, + 0.7677872424029524, + 0.8247409111897338, + -1.3605701288093812, + -0.806407572783038, + -0.6332880364123293, + -0.6288632038028497, + -2.158244729033356, + 0.35235256132208104, + -0.9999426122340199, + -1.4314666974790573, + -2.4095787289739854, + 0.42668717285593455, + -0.21536811165676195, + -1.4236610295230296, + 1.4292317485343464, + 1.4781409624888735, + 0.5607097922529378, + 0.49673052935783685, + 0.15734830197401797, + -1.1634043819796644, + 0.0033343792344768886, + 0.7008517934488128, + -1.7628644476222848, + -1.3089645763740054, + -1.5244945027630157, + 0.7822901627188109, + 1.0328879079049826, + -1.0584701156006906, + 1.6976832052354742, + 0.45343052562535247, + -0.6505516542798472, + -0.43545231128222295, + 1.0232513065695148, + -0.5382673988242432, + 0.22649771924360534, + 1.5408690091326742, + 0.33450795598849603, + 1.530309072542005, + -0.3292584359156694, + 0.7193553586434301, + 0.2899516390543955, + 1.3260597588646343, + -0.8261496986928543, + -0.44220677360282074, + -1.0549819669519291, + 0.47093623156511244, + -0.43568321704703666, + 0.11335484411060676, + 1.1781903093461403, + 1.1831658161160696, + -2.2208815470777834, + -0.5325570511959834, + 0.2454950353207119, + 0.057072102978415994, + -0.35468618361774373, + 1.5906284901166952, + -0.3104988215226427, + -0.36218821102779897, + -1.8819312636144827, + 2.1686362057057726, + 0.3136462286963771, + 0.7685726225307731, + -0.15905952332933548, + 0.3269718376642423, + -0.33524664005110616, + 0.22601137938215304, + 0.42924370678312834, + 0.29892207521880026, + 0.6980771031227405, + 0.238818226854594, + -1.764981319235793, + 0.4579223748690368, + 1.2772690009430436, + 0.5099706200010268, + 1.1827987372222857, + -0.8517223746688737, + -1.3459149858884853, + 0.5383125485532934, + -0.7663800173901228, + -2.4194021384057853, + -1.5979386836934408, + -0.2566262244791708, + 0.661243370491546, + -0.4035268807630534, + -0.7720673039551778, + 1.5528133122527534, + 1.212502468304979, + 0.46000103479138094, + 1.8379013460612832, + 0.5567710181616918, + 0.4520887345368073, + -1.2629098038661437, + 0.25098777847227977, + 0.23583664387186265, + -0.9494369931375403, + 0.7494634045849959, + -1.2164646575088522, + 0.8595826786932792, + 0.36478987592613327, + -0.7271106390370686, + -0.7974389729578579, + -0.7880646241565745, + 0.8809142324563101, + 1.85679846693772, + -0.9800013641022213, + 0.7661064616931991, + -0.3803307428850421, + 1.1296064321367678, + -1.3564643480336687, + 0.43880426887255614, + 0.06366633452142136, + 0.5848488300469515, + 1.511349945478148, + -0.1164402569994701, + 0.7359454503866307, + -0.024311673621660486, + 1.582851973267894, + 0.13678749861493777, + -1.2219486239341368, + -0.5243107293965229, + 1.5663294791951063, + -1.0989063637001646, + 0.41549047837253394, + -0.1677895979851828, + 0.6848133978716421, + 0.1458146995214674, + -0.5699695582147889, + -0.2284469094227979, + 0.4191340036681631, + 0.07380112408857546, + 1.5614247214064536, + -0.8739780328374767, + -1.6108022077098256, + -0.17101080106387412, + 0.054014959829935, + 0.27335189376475166, + 0.49006522220682375, + -1.2012908980905057, + -0.17865867932334056, + 0.6569763057184168, + 0.899578643638391, + -0.3486016870468465, + 0.8831987361713363, + -1.0001220493778755, + -1.3367620684986712, + 1.679402061198846, + 0.6776946794630019, + -0.09891102867462603, + -0.5936746765031915, + -1.2368364457726884, + -1.3827977048319977, + 0.15734309420633405, + 0.44274414436797394, + 1.2762240598172883, + -1.226207703194014, + 1.1694825046181823, + 0.8318883672100665, + -0.393666627246591, + 0.36416429336843004, + -0.9721640562299904, + -1.1468478163170166, + -1.044681548399208, + 0.08788263225073345, + -0.5968493390999461, + 0.2929841211349393, + -0.9707554161390421, + 0.389668425901109, + 0.12473004142853264, + 1.9656281620383949, + 0.13615621842925996, + -0.642646061074321, + -1.6945755969131597, + 0.33355503107968315, + -0.2218390930641315, + -1.1295981436063005, + 0.36795280294253746, + 0.5371234150890096, + -0.643416379899123, + -0.08803947677521495, + 0.33763628222457476, + 0.07955547985378787, + -1.1363305520941511, + -0.15047736999713182, + 0.5732764698616849, + -1.2480302970297703, + -0.522437083117639, + 0.5033724861968437, + -0.059440030020196065, + -1.1120863240883607, + -0.564583528119309, + 0.5974922372448125, + -0.05597784743767552, + 0.8867566786925706, + 0.19015393931091798, + 0.23645815893436306, + -0.2569330730202956, + -0.9601944882171629, + -1.1518825386429197, + -1.5618090219585767, + 1.0540942724180968, + 0.31843412355161693, + 1.7712522040402334, + 1.1087887897723636, + 1.6180831753948755, + -0.4887385861524701, + -0.8442637924586539, + -0.627235575132258, + -0.2263716730348441, + -0.9948092327268558, + -0.3073510917677945, + -0.028783760354863405, + 0.43618266054467786, + -0.9736008305108468, + -0.5007681272098939, + 0.11872519581230831, + 0.6892385754809432, + -0.4938945648103363, + 0.10928214288994714, + -0.5969216314880299, + -0.9905810233634195, + 0.4038586082704334, + 0.9864608437370745, + 1.052324628853588, + -0.9337471098798862, + -0.9042034468526049, + 0.7693231790982592, + 0.09479408853849038, + 1.2844421071936953, + -0.6733026872098636, + -0.020358488513820393, + -0.42315240484729066, + -0.005049931931703828, + -0.39469617100112264, + -1.4191131908592052, + -0.003316163577614658, + 0.48745575121065077, + -1.6083170935132565, + -1.2330355920352734, + -1.3012970922259584, + 0.09457999888989936, + 0.27454208849281614, + -1.911274838776827, + -0.4867494583485389, + 2.0458895838825506, + -1.2866586500707495, + 0.7222627209736989, + 0.8464918466537669, + 0.4357140156332849, + -0.2985657567848751, + 1.2578719843262944, + 1.3773557088509774, + -0.30295381457052695, + -0.1672488024708181, + 1.5935167945485984, + 1.0022790663978318, + -1.9054423730647414, + 0.29681653280592524, + 1.5131400359613416, + 0.12060155667322754, + -0.8722777081614975, + 1.6827326466937664, + -0.42710094287118233, + 1.2866483985589285, + 0.25975751810256403, + 0.3825357809548307, + -0.3722863512371173, + -0.14003991812381858, + 1.0016196834900066, + 0.7537666030057247, + 0.9567440565596437, + 0.4982034881888074, + 0.7524838958021057, + 0.08493027268670243, + 0.7470319479735114, + -0.033441701398914205, + -0.5525962109823537, + -0.5566615677739449, + -0.1906950390747661, + -0.08536690673069297, + 0.7257227588364366, + 0.6198907918006714, + 0.6905740993627162, + -1.647326685692631, + -3.7388720432583593, + -0.19135543422423856, + -0.5816954428101416, + 2.40927006314696, + 0.568677910883273, + 0.12568908090692393, + -0.6283921862901019, + 0.7032169863617787, + -1.2055331910737987, + 0.5048250059967984, + -2.319930591466539, + -0.055603960854986687, + 0.17992021650248582, + -1.0221011052062228, + 0.8215718716191166, + -0.5812578899692553, + 0.4968681742729281, + -0.5171246556540487, + 0.2780211900658869, + -1.3768345818953298, + -0.6783386158728668, + -0.19715816467133343, + -0.9390229504673091, + -0.47842659729060544, + 0.31237435329577806, + 1.1315476472820192, + 1.2674213202973479, + -1.3392285742054906, + -1.9752693408280395, + 0.6994834652681498, + -1.2727587128156155, + -0.21701380953414187, + -0.9246288158849674, + 0.7616087064406577, + -1.817381267555606, + 0.003789947953048269, + -0.08965927467267887, + 0.07332301721319219, + -0.3694350451082127, + 0.5426602164123575, + -0.6191213498679432, + 0.2542608833341893, + 0.31892477276064196, + 0.961584319070803, + 1.5342989856543034, + -1.1815166399752508, + -0.8115750754067107, + -1.0830341478511503, + 0.674140057378037, + 1.5546194969395406, + -0.38059134571227693, + 0.2769448690728841, + -0.5082383012330584, + 1.2976342128303426, + -0.656571117283984, + -0.7541794847598443, + -0.8135471221646843, + 0.2876201395066475, + 0.304327584526473, + 1.5876372939676542, + 0.31044388915691423, + 0.8360476964545198, + 0.8609128826999459, + 0.34413682586025274, + -0.5078103855997993, + -0.20898374096443922, + -0.3222417471683306, + 0.6263096848832187, + -0.3014485133220816, + 0.06376328902210296, + -0.6266621192149149, + 0.5900160041197955, + 0.5991974297143913, + 1.283652496921342, + 0.45272683850757245, + 1.152242446772122, + 0.14714067519570756, + -0.8672037915750715, + -1.5660510985478246, + -0.2795017412089222, + 2.090539554204359, + 0.2904900806611807, + -0.22563069090289628, + -0.4054290773883777, + 1.1411451311554934, + 0.9279696147827597, + 0.45436567400058714, + 0.4581214649103601, + -1.8340389329700058, + -0.18589289332998932, + -0.8430463461631197, + 0.12489242687696026, + 0.027013443505348282, + 0.7276913256982841, + 0.6242648334940709, + -1.06049377764844, + 2.0590339853509754, + 0.4609856459275162, + 0.4927839388702455, + -1.6683398516971453, + 0.35342077033164354, + 1.315238907079936, + -0.2892900814149712, + -0.8993425835083805, + -1.7555932042919575, + 0.007291690968737216, + -1.0146258720149324, + -0.031738326032921385, + 1.0248381023529183, + 0.20003177771041897, + -1.1579164731039706, + 0.22665017750478392, + 0.6943220467998267, + 1.193300135188811, + 0.30782090174291243, + -0.6654864766407169, + -0.9911437736811322, + -0.7675609048571073, + -0.28027940585916566, + 0.42823079840400774, + -0.6927103326221455, + 0.6111066961824713, + 1.2067277821505975, + -1.3446307739086523, + 0.5558827183614121, + 1.394821781337222, + -0.7957044640675823, + 0.15705678757676772, + -0.41563259526316704, + -0.560862960032408, + 0.5166668068346965, + -0.3044700983932879, + -0.0730262284987307, + -0.8828190223847775, + -0.41147705052473027, + 0.013204752931578953, + 1.2914493193583663, + -0.6006287733488109, + 0.8012987311457449, + -1.0911805553407725, + 1.4167766968124107, + 0.524870692055303, + -0.28703748966755965, + 1.5335723451345666, + 0.234916265514604, + 0.00726666311323222, + -1.1908666474848766, + 0.6961417285455902, + 0.5375723114953324, + 0.3553997006926592, + -0.5819376610270984, + -0.16834084093458365, + -0.4614347620659388, + -0.13176331178283907, + 0.07727407891476439, + -1.136342586556848, + -2.138173065110975, + 0.1018306243802764, + -0.8431269460824622, + 0.37087853612089583, + -0.3486002973337513, + 0.13941820063425797, + -1.7267737917370671, + 0.23191019814156338, + 0.7056534649796119, + -1.057443067604184, + -0.25754853060972316, + -0.7996388754649368, + 0.2562871062771129, + -1.1165458301296978, + -0.4739875583272355, + -0.010786113165659675, + -0.7160399365822562, + 0.05187932197678147, + 1.498420187379999, + 1.0441834214612946, + -1.2222107150880352, + -0.7276969065256201, + -0.09573305685398943, + 0.8137037192106769, + 1.3867329399789272, + -0.7675930804290785, + -0.5343433915609692, + 0.9922762882632798, + 0.7438717340913543, + 1.7263714547313977, + 0.5641918971793167, + 1.8676205863062916, + -0.9328559452417797, + 0.7166430281868912, + -1.6129684910837039, + -0.16007738019359066, + 1.285278914579688, + 0.033151251436368094, + 0.8910141787288646, + -1.4318641670613674, + 0.20066595015884195, + 0.5556013440330999, + 0.3001024560866315, + -0.1294882692584016, + 0.7917065955311746, + 0.5235787656881512, + -0.4887710514709478, + 0.19206727146786914, + 0.40296011173607776, + -0.3001836988147016, + 1.697933719990474, + 0.24544988511147145, + -0.19885331975660236, + 2.1649851181748505, + -2.3942120070205313, + -0.18103197886928993, + 0.9196020341667092, + 1.4446804822764598, + -0.8843922797003231, + 1.4961482607592789, + -1.5341968479949484, + 0.81008465253517, + -0.049064904258765134, + 1.4279661011862461, + -1.9209930012832261, + 0.4269676550205765, + -0.461882112839371, + -0.8082932573199968, + 0.14276773295120251, + -1.6694685819277912, + 0.692652536357212, + 0.3711643226213842, + 0.2138468519156465, + -1.3669858625047353, + -0.5429404833551539, + 0.24308825755291302, + -0.3529941459827074, + -2.8457244697063246, + 1.3803185948739638, + 1.4275725720288928, + -0.2520780961924519, + 0.7253698848597688, + 0.2606855570532896, + 0.20243516331136518, + 0.21880764902273553, + 0.8090814155522686, + -2.463944029149933, + 1.0987372183252833, + -0.24424741927856222, + 0.2628544008344506, + 0.3197989718259555, + -0.0036246610277782523, + -2.62319786208972, + -0.4478079987997382, + -0.25896480282843587, + -1.4072527029989461, + -0.5114108157072392, + -0.8175629589973253, + 0.07899209747214672, + 0.568460185637628, + -1.9350461966860006, + 0.5588889374451876, + 0.4352305840267598, + -0.5340311406839627, + 0.26109181712854357, + -0.49936668399132134, + -0.6687208266213958, + -0.8035264045071927, + -0.7481038864416405, + 0.7156380630103499, + -0.468805198084251, + 1.5162573973221363, + 0.527352572257209, + -1.0877373848088006, + -0.126369696675061, + -1.2974659213775488, + 0.6296951923471905, + 0.5285694257987268, + -2.5566971074418174, + -1.0627548993922626, + -0.5067929236509818, + 1.2865327391049473, + -0.01079615427709661, + -0.9274466951330398, + 1.0293881571515175, + 1.3152406150742197, + -0.4999389013222246, + -0.13119677822372078, + 0.2261619670161632, + -0.22552897375359146, + -1.087638516584359, + -1.074067218971769, + -1.3913729375156372, + 1.24573303855987, + -0.934210869610719, + 1.245401243356561, + 0.49685413127001643, + -0.6388631392440558, + 2.873499579062381, + -0.15992858541613872, + -1.3365005507287429, + 0.6804511835910727, + -0.8659550139130385, + -1.450681033675882, + 1.8124005646930341, + 0.6760998222213567, + 0.6302899778669593, + 1.2993539274471073, + -1.415012092312812, + 0.0208913822876664, + -1.4903350681238037, + -0.09980688732849662, + 0.9205749996792605, + 0.6627409947766482, + -0.3327906817044293, + -0.21482398645017106, + 1.6274601873077752, + -1.0298674954667535, + 0.7259688648292155, + -0.991685521598873, + -0.6870621778949587, + -0.7171538414239711, + -1.8107810689539114, + -1.6653183774016884, + -0.19059726578752506, + -0.32923442864460706, + -0.6400916086169156, + -0.7406939694497442, + 0.6913631307593453, + -0.47349750188140494, + 1.4657273742140204, + 0.10068723375070104, + 0.31858864723116825, + 0.7120662388772607, + -0.8543725708288475, + 0.004620254441883838, + -0.8240978247756624, + 0.19206997076116158, + -0.6019142302787657, + 1.2445356766725963, + 0.6023752835390708, + 0.3369963131130238, + -0.3442041246418554, + 0.8960435954335692, + -2.043161861238895, + 0.22006114602489005, + 1.2559131668968473, + 1.572321514515458, + -0.3073989044576832, + 0.7835789071931958, + 0.527301183511102, + 1.9706065238407304, + 0.6014204618909976, + 0.3572966086852836, + 0.8071983771229494, + -0.658932162436466, + 0.9358560812078618, + -0.833446653903991, + -1.681207394514958, + -1.2398088367105593, + -0.5533399722456762, + -0.3414313942904388, + 0.0359316932556295, + 0.10727172893542171, + 0.5686960039007058, + -0.5484009821524243, + -0.13125622604156814, + -0.2639870076536654, + -0.6105523737103262, + -0.33662234945236835, + 0.9293873906252738, + 0.4576802286357208, + -1.1677147508178947, + -1.1621382403761908, + -0.9858405584760385, + -0.07984460568537335, + 0.2048041653550955, + 0.4192440713496, + -0.29855480829110864, + -0.68962448323134, + -0.11138559849168735, + 0.2836410918710742, + 0.5426089788407895, + 1.2076986482372851, + 0.692020783412747, + -0.751017746877428, + 0.6990614325875015, + -0.5871107326946189, + -0.2215687097709018, + -0.8495970859626163, + 0.30305088002206765, + 2.8025130443580464, + -1.9688144653589423, + -0.9023229056277008, + -0.16139063587407118, + 1.1799837151845933, + -0.8567086296530722, + -0.255608701556683, + -1.0514369000560504, + -0.0009216177731280012, + -1.714775061719676, + -0.03452885101342901, + 0.08782668625082483, + -0.1396146922017659, + 0.04544897739047582, + 0.3340421944329578, + -0.17035877838761376, + 0.40662797724467753, + -0.46313251084992857, + 0.2749212226957034, + 0.5899669687128792, + 0.1598783087767671, + 1.4651974989739327, + -0.48349585007189955, + 1.6430599762469438, + 1.5902346537615295, + 1.673517340121445, + -1.1679307952659006, + 0.24687508018291457, + 0.8634300014457645, + 1.418978661526747, + 0.020395034261676007, + -0.9455696454292855, + -0.8802720507070345, + 0.00978787077623822, + -0.3440766769282183, + 1.9898246230181391, + 0.9121792868210401, + 1.1055061221465794, + -0.7185414070246348, + 0.257834898951325, + -0.30782139847186196, + -0.04568414266552321, + -1.8891237737690851, + 0.2944726642157173, + -0.5371667571146673, + -0.421355645894029, + -1.0311180768183055, + -0.11303746312774966, + -0.452615643812986, + -0.213019579861209, + 0.1670099969145547, + 2.7578526578319154, + -2.115420236413083, + -0.15474262305937153, + -0.21676064152411992, + 0.6365288966102913, + -2.016351691434048, + -1.8066796712090634, + 1.3465981232761588, + -0.9754093852115795, + 0.5861382346721401, + 0.3731375346167636, + 1.0096674653422948, + -0.014243010649535513, + -0.711876483687173, + -0.18811307969986463, + -0.49734018471148966, + -0.4067333980607807, + 1.2009339708916094, + -0.4975354913659084, + 0.4673729443773233, + 0.8401982111066805, + -0.37080611524753493, + 0.5020564306627439, + -1.1024872916687083, + -0.27873543600421286, + -0.5335990928853459, + 1.0729760993925306, + 0.9981506815868711, + -0.7628399628620754, + -1.6466387377291956, + -0.37176917343095583, + -0.3732593596587315, + -0.07386404392655298, + 0.774357217182562, + -0.5529081148547491, + 0.14941566547282453, + 0.2896144374295561, + -0.41344075285197807, + -0.8082675971989444, + -0.07420195779402157, + -1.0952962791936438, + -1.129096406646929, + -0.7732895014360354, + -1.0721096639828847, + -2.9794690067352163, + 0.1855282439997366, + -1.0137785114964717, + 0.889558437477568, + -2.03047259948939, + 0.4741514886390179, + 0.4259335975508679, + -3.2418498191326455, + -0.2234954814736027, + 0.7576239182470845, + -0.3116595686415525, + 2.2104827232771864, + 0.6135090677327801, + -1.6265377804626526, + -0.8226936384311916, + -0.43986517024378974, + -0.5785118172866526, + 1.0092981465310695, + -0.07917109423478162, + -0.016994184416334775, + 0.7256790940846172, + -2.796623275891229, + -1.3504430971777461, + 0.039910804041362775, + -0.24317806192682023, + -0.07398563300432709, + -1.5491232387464613, + 1.5463831762645703, + -0.8164653107660239, + 0.5720102865104181, + 1.9398574234978383, + -0.45522201075080193, + -1.0885133726610259, + -0.40263317659828524, + -0.08254780384047253, + 0.13787830826622766, + -0.7376327805397132, + 1.7561492550451117, + 0.8367125977269002, + -0.7744222576328379, + -1.4195999355985385, + -1.67368170714065, + 1.36357370788928, + -1.0269131315789755, + -0.5005323312175528, + 0.7416790164873814, + 2.0951449905817294, + -1.023885976124612, + 1.6495478157640715, + -0.03770496453833617, + 0.30311479408380554, + 0.5129832521284922, + 0.7225082628110788, + 0.9952863783345894, + -0.1830592095947005, + -2.0818485035564565, + 1.1160086650323353, + 1.0385847810708013, + -0.12289441197351832, + -1.11457499960762, + 0.3221624170331867, + 0.3932358882556902, + 2.0396174268280682, + -0.666020331420365, + -0.7057463915795672, + 0.06606062323643382, + -1.479129821132684, + 0.5715122298312212, + -0.6323932987127582, + 0.3171268034688955, + -0.16758125789689562, + 0.8059832325772925, + -0.17956860235506011, + -1.1266822462703308, + -1.0605816711578766, + -0.3496842026439628, + -0.5628379450997676, + 1.4887949380435983, + 0.8705846623439883, + -0.20285399762511544, + -0.03461400798078714, + -0.15882703261469808, + 1.0538348900945957, + -0.48532903510604686, + -1.1227703998422605, + -0.29306415394693575, + 1.2642929055606804, + -0.5339099107806535, + -1.7818748174888621, + -0.10121308127012356, + 0.1894029171214889, + 0.3576118072814681, + -0.5843963879807594, + -0.45921247559279604, + 2.1728617530650594, + -1.8387158186922108, + -1.5525558265940504, + 0.37154019170168023, + -2.203419662621523, + -1.172255073636658, + 0.6882545520861902, + -0.6413903698067792, + -0.6574012922008351, + -0.11092933446954154, + -1.8044710890584794, + 0.22209620309297015, + 0.3740069242252451, + -0.0860563246772565, + 0.6079590719522244, + -1.700657335492348, + 0.4566647014644586, + 0.5492175772855407, + 0.7916550303333417, + -0.8191965698890835, + -0.003829527116691063, + -0.36845983349362066, + 1.3674569762866462, + 0.053617815383341524, + 0.04484919484009173, + 0.872606988702122, + 0.9201730758898714, + 0.6451858006220794, + -0.5884404113470695, + -1.134763598018939, + -0.5518477222877972, + 1.8654069737669043, + 0.7609127860371, + 0.24242145220713998, + -0.3375720764061696, + -0.07778002246240423, + 0.8981541524157158, + 1.2735030859648937, + -0.7955508017288284, + -1.104459746952187, + -1.1491514701184098, + -0.6555922017385973, + -1.6062833773405685, + 0.5015035091127714, + -1.0566738689438153, + -0.6395533055989134, + 0.5190040559504746, + -0.04421590844687978, + 1.9972894004616373, + 0.5710698079592331, + 0.3658594821769955, + 1.8311048387823292, + -0.46836719057433585, + 0.3014061867242348, + -1.7128217511215158, + -0.42354341396408357, + 1.0195710622062542, + 0.7129309765304986, + 0.643997697210057, + 0.5964780253040861, + 0.21683899882591529, + 0.800402243553303, + 0.83132179185468, + 1.1930716267028028, + -0.4937782678156467, + -2.0313602765779577, + -0.2327255068819098, + 0.8759084881985101, + 1.1046387259331596, + 2.053058780692256, + 0.517824703720044, + 0.8543639361266097, + -0.044984007112890315, + 0.4545054215989832, + -0.6821887820244856, + -1.693030464147216, + 0.8157038985850423, + 0.7822031957592624, + 0.04916149757826527, + 2.365345840586753, + -0.673371031515093, + -0.0016068712719704069, + -0.059452239732119695, + 0.12966360043531197, + 0.49912122693895017, + 0.41292170274724505, + 0.4194731989261898, + -1.7952722313818614, + -0.06107751601414752, + -1.2159944503776832, + -3.036375806556033, + 1.6342866810034942, + 0.09409243126412785, + -1.2843636266439926, + 0.23665139184541867, + 0.6176087211796553, + -0.30093718976966544, + 0.24404203883073675, + 0.8424998676008663, + 0.6101972145030902, + -1.0321143816815843, + -0.5971406795044772, + 0.9581727243022657, + -0.883462195519879, + -0.14262551522607922, + 0.14795008790678413, + 0.007318427090733887, + 1.2840890392833704, + -1.7523319070305168, + 1.3024670570386667, + -0.8069395738433832, + 0.6584518830345232, + 0.5037754285194861, + -0.7298336338593032, + 0.05857177585408022, + 1.2058047885810093, + 0.3311980695684865, + -0.08292737263519716, + 0.3130016660555898, + 1.0248890637315884, + -0.49539650278642217, + 0.6407480997078011, + -0.7345659949683039, + -0.14442382408399596, + 0.7150767571131715, + -0.6558873294414521, + -1.5914019834587958, + 0.05712641247238686, + -0.3957139083048056, + 1.8950823825758487, + -0.6213263120927165, + 0.5855320193084244, + 0.08562446915113255, + 2.287363989327648, + 0.6708458680715245, + 0.33136693632237274, + -1.2803314089013078, + -0.10410223300846175, + -0.005427492437083478, + 0.9392254123278332, + 0.15264294000007372, + 1.1901559851880388, + 1.3743410199667923, + 0.47875412510939547, + -1.7267042665933432, + 0.3345652201109213, + -1.011455084602707, + -0.09437736239114053, + 0.23696878604252414, + 0.8791163866967807, + 0.8916717921247173, + -0.7205658377676194, + 0.10679286140875534, + -0.039729079559966, + -1.414619203519882, + 0.21538848922491532, + -1.419522092453746, + -0.8490900701762109, + 0.21574509066495343, + 1.4433707052287825, + 0.7624256586461312, + 0.18387077026548318, + -0.8738491996250156, + -0.8688102526182633, + -0.28701701870410645, + 0.18268577944201397, + 0.023056832827696043, + -0.005225711740316585, + -0.4795216984133131, + -0.7963200567670949, + -0.41957643655923066, + -1.1033573293876697, + -2.343732640306335, + -2.331525196690377, + -1.4169660773703598, + 0.014592572786276901, + 1.1590819747645449, + 0.3455614374720714, + 0.9578435301208872, + -0.16822643552394337, + -0.36903794266695095, + -0.6294387325822532, + 0.0779054620724374, + -1.3504595744311099, + 0.11729042505525608, + 2.8932231363491545, + 0.8575484087068588, + 0.15058443816519132, + 0.10638524735813128, + -1.8586140250716765, + -0.185750182993767, + -0.8951798314535394, + 0.38096015584884046, + 0.12861686187360638, + -1.1116616303733, + 0.5227376812702879, + 0.18890394761543727, + -0.46039965848839065, + 0.8707348258009119, + -0.18038076297546426, + -0.5860231338789816, + -0.14732796250016128, + -0.6402566324260347, + -1.4401685672325142, + 0.6383213526238061, + 1.5724521568443315, + -0.8634729167657984, + 0.5718898087827983, + 0.4339812683608528, + -0.8258988020928593, + 0.6581238934911732, + 0.04166215337256259, + 0.2885970098974753, + -1.0835369757446491, + 0.9443959994179059, + 0.7528879929558803, + 1.7619514430660532, + -0.737338153051547, + -0.06206212174870926, + -0.04546645936217083, + 0.12151988015297628, + 0.13964254011354965, + -0.9328281972452604, + 0.3195910263443491, + 1.0615649353307992, + -0.16829714153638933, + 1.557917724218774, + -0.03028979601980114, + -0.18181901005468343, + -1.1472860519186758, + -0.9071704886316481, + 0.8770258216022654, + -2.9835596495650836, + -0.18884458277960564, + -0.3973164416254359, + 0.5968042363042501, + -0.7096114106678441, + 1.062245898744427, + 0.4162750356293333, + 1.6136981334943166, + -0.6028279008994586, + 0.6455627856847759, + -0.6985558481897982, + -0.5555528921862588, + 0.212737974983941, + 0.4441231544045756, + -1.9208245359389549, + 2.516530657985059, + -0.554288483786547, + 0.24902247430880173, + -0.42999314783438103, + 0.8379048419493197, + -0.40571857026763636, + -0.1020278676499154, + -1.023363359114914, + 1.6364177203661037, + -0.09545058336586414, + 0.48087854688312076, + -1.6437252347563154, + 0.3582774941207391, + -0.3232575468610841, + 0.31243087562306376, + 0.1318260178092014, + -0.7236973830156826, + -0.4678668281111985, + -0.2929946562234273, + 0.06676225512671866, + -0.1672971654089445, + -0.35214459180557117, + 0.09144099408996453, + -1.31591050193196, + -0.44800668342943284, + -0.6497981539128379, + -0.53706362794341, + -0.2941407347893623, + -0.02881140508493922, + 0.7808653458275415, + 0.2534226986755171, + 0.7148954151995495, + -2.101423978288413, + -1.3211770242074279, + -1.455283165120261, + 1.2238902439991146, + -0.16675892894360295, + 0.9202463574296071, + -0.7837282250520465, + 0.8412635579960328, + 0.15161758728821406, + 0.9013980753032946, + -0.00346936185315676, + -0.681094075842112, + 0.3839675506825678, + -1.359615709901303, + 2.2513867303698043, + 1.7499608227623487, + 1.9424147521548192, + 0.15530041302677558, + -0.47599443353677606, + 1.7321649077946368, + 0.5572521996820519, + 1.5157827943237483, + -0.43505629204975654, + -1.6106206285436764, + -0.11973756727088625, + 1.1564045002126564, + 0.06608808897642234, + 0.25294530892270184, + 0.2922570353219489, + -0.5010335715186889, + 0.1559970976697911, + 1.4657429927831478, + 0.055348474370609566, + -0.9248257071651986, + -0.961752717148692, + 2.027505477103918, + -0.283298997185457, + -2.0050445118822258, + -0.10642373998687876, + -0.3073711293561242, + 0.22325790406584814, + 0.7725245811956832, + 0.2997041337514294, + 0.7406956537643792, + -0.8999194289897808, + -0.5840878294206556, + 1.5407111962340474, + -1.1775460147055, + -0.43212932546579286, + 0.624541548677607, + 0.8334691684757476, + 0.064285101274461, + -1.6624316786214781, + -0.67985583537996, + -1.185805509461154, + -0.5693895703484466, + 0.23506921985682333, + 0.7051453993272602, + -0.4623639202585146, + -1.498224014138477, + 0.10852712891756562, + 0.7450016792434818, + -0.1393868990048191, + 0.08342443843332624, + -0.3890476875524617, + -0.05644819370884886, + -1.1299815008265475, + 1.919499228281432, + 0.4001165929040178, + 0.21852038800475218, + -0.4533484588353479, + -0.2572787113775286, + 0.650606660864479, + -0.271873315643471, + -0.4572749886273048, + 0.5335476284161896, + 0.00014869994295529042, + -0.8938430251841244, + 0.3898622826739059, + 0.6694669957691207, + 0.697199571124416, + -0.5139241972883761, + 1.536839852806602, + -0.3736158779566023, + 1.1936613777926646, + -1.3574904468900784, + 1.6112538222152553, + -0.12878959855779817, + -0.4807330441784921, + 0.5190476887597326, + 0.5895345491085696, + -0.6108849000257802, + 0.40398368499793896, + -0.4104738161809992, + 0.8067329142623408, + -0.1844836853611755, + 0.2676624778698343, + -0.535433133739017, + 0.24917353538826947, + 0.2972648790726064, + 1.0429134872141843, + 1.2060233452177265, + 0.08640447767205482, + -0.7670260985254413, + -1.8080656694246793, + -0.3639947628703201, + -1.5174704654473146, + 0.10328972459106706, + -0.9957494530336615, + -0.5153177629765948, + 0.7157599994148078, + 0.23945000529938296, + -1.226251930554057, + 0.2707512003503215, + -0.7249135154889944, + 0.04334130977512355, + -1.8714470806413757, + 1.0554485833904068, + -1.618986100127115, + -0.23223586020819476, + -0.3681321878934562, + -1.4993788408999031, + -0.6575659537806301, + 0.8615375165680963, + -2.5140896355431614, + -1.771880834459769, + 0.2251310014885544, + 1.4813408089826559, + 0.6265836965823135, + -0.5989669249043482, + -1.4614636005907362, + 0.768117200710515, + 1.4972209388799693, + 0.24074958823177844, + -0.9710432313668029, + 0.6352883830064292, + 0.6163184207901309, + -1.1285224655826898, + 0.7814293704788058, + 1.1762048031973513, + 0.9463827312045345, + -1.3800327529808347, + -0.503064860831968, + -0.29904811984780133, + 1.734012433123361, + -1.7158736727001795, + 0.4241155520902521, + -1.2121133018694517, + -1.6646752690464621, + 1.0963858318083417, + 0.6358983039188784, + -1.2000452304962226, + -1.3418027815951077, + -2.603303853793548, + 0.15687290874141735, + -0.07829533972623161, + 0.03927462373137608, + 0.28817000063956266, + -0.6543782310691246, + -2.1567896915845677, + -0.7492761785322447, + -1.8972539382215525, + -0.2812881290038763, + 1.2289729147512367, + 0.7750563417394312, + 0.4939795631099653, + -0.953296755261901, + 0.05769891366449671, + 0.556228677880164, + 0.7924978877471569, + 1.0538517744444913, + 0.1179714934152737, + -0.16402059851087586, + 0.11768040445718701, + 0.44434709628355795, + 0.23554004159014744, + -0.6838615966217494, + 0.3056529340318511, + -0.060565624991338794, + 0.2671768804659973, + -1.01888401743677, + -0.23216576609701958, + 0.25145184140005783, + -1.0920082699378164, + 0.3872742992681133, + 1.133355541130755, + -1.4017028257486188, + -1.7026109526755036, + -0.7452635126623565, + 1.36281383838525, + 0.07954183980185198, + 0.2329837190800443, + -0.1416537242701645, + 1.541601041426567, + -0.21971648667065646, + -0.09275163287563165, + -0.013516972171582904, + 0.9905673350723212, + -0.902421502290436, + 0.18331078174232687, + -0.8845117517199801, + -1.0947834995669474, + -0.5942381811954986, + -0.18539549127936983, + -0.4989675825930382, + -0.8559854684820877, + -0.7627965028098675, + -0.6561512078869821, + 0.42754936394592225, + 0.8417059179666301, + 2.0504385596310843, + -0.8016785831787371, + -1.701832267794457, + -2.623935574246563, + -0.1377316488858564, + -2.4957852636329103, + 0.3272128790869708, + -0.018501568773746653, + 1.5172032306703882, + 1.3510551943650717, + 0.6495529291594984, + -0.10992246367476796, + 1.087032796204003, + -0.6429693805936905, + -0.042005118576626185, + 0.9290439100275868, + -2.124590067052236, + -0.475748196927448, + 0.16412288116591742, + -0.9108872540715488, + -0.6516351871222016, + -1.2039927957865273, + 1.5824386332477443, + -1.1317374040302592, + 2.337042263976738, + -0.049960846214665816, + -1.7604068754998732, + -0.4492235967363223, + -0.5565366678576169, + 0.10103772538028291, + 0.7194738767580814, + 0.8764499234607411, + -2.161642070824204, + 0.8600148131705857, + 1.9876662815296733, + 1.0756145776656865, + -0.4747824393474825, + -1.1974153249632955, + 0.37087404594322676, + 0.5103200991180628, + -0.1675032844952487, + -1.3569507330531716, + -0.26697515906401564, + -0.3215102584321516, + -0.5356985504767361, + -0.49304857165513805, + 1.296546528754301, + -1.0587294141708665, + -1.2588122814196558, + 1.4737440523194971, + -2.1558279036846444, + -1.8489997055899712, + -0.10468522243388459, + 0.5378760247279707, + -0.15855477857294856, + -0.2465380820058674, + -0.4795963475671321, + -0.48105909464947194, + -1.6847717218201, + -0.41462741403105063, + -1.0638337239561353, + -0.5519602572834538, + 0.958730556561603, + 1.437348372068807, + 0.6469190096249082, + 0.36276458020500296, + -1.892759662050366, + -0.13430908437445027, + -0.6494922513281295, + 0.526874198931488, + 0.5948747865594884, + -0.1941629057622846, + 0.4985357868797472, + 2.122468527740257, + -1.2434471103974711, + -0.277121704773655, + 0.9174053467795287, + 0.04677456877632819, + 0.8297461369862217, + -0.08095654750325235, + -1.6453224819118624, + -0.5008865403457544, + 4.022085954371666, + -0.6050422194704606, + -0.8713634316300741, + 0.10541571584791908, + 0.6594938235207954, + -0.5070012116091243, + 1.302921149125278, + 0.9793967753072885, + -0.5329821950196785, + 0.45754577274787306, + 0.04681537583151043, + 0.8798274342569801, + 0.34628978439226615, + 0.9631416153086839, + 0.10118810777374422, + 0.8774712875379204, + 0.7577581135826192, + -1.1519297445688716, + 1.3240467544818155, + 0.847910672164499, + 0.34821393226657643, + -0.3258946337818519, + 0.8761424356582781, + 0.01923919237788034, + 0.16910285178417328, + 0.8056788883042059, + 0.5524784726877936, + 0.13486884336935334, + 0.5035854956462281, + -0.9990414291269227, + 0.17972342624774945, + -0.854200127673621, + 1.606197808649063, + -1.7866765782192509, + 1.1533589052631337, + 1.325603085830253, + 1.246696739821199, + -0.4684826326752062, + -0.7873868666591483, + 0.6393717670167993, + 0.4797958335514976, + -0.24797456247220193, + -0.20705519096610817, + -1.3838319240243466, + 0.09771502363638458, + 1.5399920283271415, + 1.2670712807388858, + -0.5852479388558389, + -1.0020937438028727, + 0.4788041741778557, + 0.4186196992611702, + 0.9864905305845034, + -0.10866123510323025, + 0.49716589639288644, + -0.9029584872390287, + -0.6354288457159213, + 0.6677262169565227, + 1.4765877573894244, + 0.5720271630780953, + -1.9766276112152348, + -0.521991721851041, + 0.5594968728552826, + 0.39608815733064423, + 0.11725537647408997, + 0.3022482878865533, + -0.4022483581868574, + 0.14623601079405874, + 2.2845253831089685, + 0.730940545833953, + 0.04452053516105793, + 0.6725100245472312, + 0.012900403501600918, + -0.47227303974577745, + -0.33967688905423815, + -0.011725015191635865, + 1.283874577745425, + -1.732649507887927, + -0.5430453949284292, + 0.7934696545641329, + 0.30410031654024, + 0.21524582494387584, + 0.7160887099350143, + 0.0743631151850952, + -0.9098382096363962, + 0.5167685663776691, + -0.5801519186466808, + -1.641281642017982, + 0.7677919117381116, + -0.07225260179648083, + -0.1568571242488888, + 0.6962603843949207, + 0.07618319981559911, + 0.7561669254966704, + 1.3060870572310228, + -0.9774785099313393, + 0.028580260736959098, + -1.5639681669176073, + 0.5640471849112573, + 0.4801193011330852, + 2.509756901400434, + -0.3465517912050118, + 1.6812213867586498, + -1.5705654610992426, + 0.021416012933636753, + 1.2631904785836807, + 1.0328977260915593, + 1.5457026946096395, + -0.9448673243883867, + 1.105768204929721, + -0.12964145066470306, + -1.5098485526304681, + -0.209838739226633, + -0.8354233513370997, + 0.8138739733945733, + -1.4775543809379428, + -0.19581036796965445, + -0.10875262531176591, + 0.12442587715931804, + -2.8013901412057156, + -1.0812847161547154, + -1.3379505109739565, + 0.2586873876260508, + -0.9534328666029747, + 0.06808650445389945, + 1.916405354338848, + -1.1073604389840377, + 0.19897026993284783, + -0.13043339802010823, + -1.9375747044298448, + -0.24340409383053277, + -0.8124247274249324, + 1.7967392127123187, + 0.5124500567615821, + 0.5416890560890699, + 0.578150940688445, + -0.648616642981238, + -0.38361790485476516, + 0.3290574082719341, + -1.161222492877865, + -0.8553366853463183, + -0.2229400734290071, + -0.35465330212312507, + 0.7685133548979817, + 0.682098318214673, + 0.9248097895354462, + 0.1674946789792589, + -0.36781458322571264, + 0.3967275830682141, + 0.08016523753933837, + 0.5171288036161096, + 0.2492322731314706, + -0.2440247108262586, + 1.27618011194405, + 0.17807320045577882, + -0.5218116970757327, + 0.4384681486550281, + 0.12642058340900536, + 0.6628616614519997, + -0.1901855477317346, + 1.5556758647866389, + -0.46861136689361227, + 0.600857776205952, + -1.0194473100830135, + -1.6684478671246283, + -1.883201807377086, + -1.858675025346192, + 1.3354197458482049, + 0.06801687762904986, + 0.511051298442743, + 0.5364382164950965, + 0.4988167157126396, + -0.8043006349336637, + 1.8169408655407782, + 0.388321275562468, + -0.32305245110646563, + 0.2512748071781031, + 0.8607917199297713, + -0.0539110538169903, + 0.05533968009476051, + -0.9260187322790483, + 0.8564268876441649, + 1.4030354059146228, + 0.5711274929218775, + -1.2302692804869382, + 0.136627158453686, + 1.3938981389990983, + 0.8680011213198168, + -0.41782421143226645, + 0.40349906319672296, + -2.4860313174628477, + 0.3632144188610008, + -0.28341889515697183, + 0.9788468366402546, + -0.1889987829676248, + 0.2510143260756035, + 0.8465371566612333, + -1.407939483836809, + 0.3396995514605217, + 0.6534726773604232, + -0.9871174312547132, + 0.024405298751976775, + 0.012051626453292707, + 1.7429556214418565, + -1.6147242093353644, + -1.8096760805245722, + 0.42675649607211097, + -2.1042072813961634, + 1.6200349828061489, + 0.3708948241935974, + 0.4845087597668734, + -1.7676986552098315, + -0.7144941438304531, + -0.11343778427897981, + -1.1871675026381265, + 0.7331028046881829, + 1.2824138407480226, + 0.21070500768973313, + -0.1112955386553199, + -1.330450378270779, + -0.4292894294224365, + 0.1580162130388488, + -1.5600294732324145, + 0.21928846698017762, + -0.594902755068945, + -1.523579279709625, + 1.7750665972125221, + -0.4509528021615932, + 1.8040923185474051, + 0.47798289354821094, + 0.5774446886982416, + 1.6279440556262226, + -1.1172346448570734, + -0.07391942183219892, + -1.493134794398949, + 0.828449219767289, + -0.364954968402651, + 0.9032367397891365, + 1.3867582900337325, + 2.7937316291275778, + 1.8270485649769017, + 1.0950298516244827, + -0.29865261695548806, + -1.5729797531856153, + -0.5493403113654481, + 2.255362240213212, + -0.8065777651978886, + -0.009618956204021164, + 0.4280199301771305, + -1.200865754989577, + 0.2593801982970312, + 0.025444063779089185, + -0.08422486100205169, + 0.8290597802020642, + 0.3469635960146042, + 1.1138843995020968, + -0.11771156380069212, + 1.05448515615917, + -0.05877867734710923, + 0.5026700921087397, + 0.0998090065830006, + 2.1932038175396507, + -1.3261457362982019, + -0.34067118553295334, + 0.33678613082738307, + -0.2959046430018344, + 0.798178607381138, + 1.1337362950665197, + -0.1548800524340668, + 1.240260414991846, + 1.3903687343207567, + 0.9884568746332543, + -0.842316700864059, + 0.5036425124656846, + -0.01552433622041436, + -0.2663874206788593, + 0.3914857763344123, + 0.6492718904290946, + 0.46796774923603973, + 0.8597293021226393, + 0.6800938254879125, + 2.616583645027393, + 1.2091351161737134, + 1.0570646768665917, + 1.5904022535275255, + -0.3434920099418605, + 0.3854330060518617, + 1.170504513421283, + 0.3134924949038302, + -0.19602915768052373, + -0.2523567003454847, + -0.7015077491574357, + 1.3383713819289071, + 0.9205552119166257, + -0.9355574131978911, + 0.3093421835451169, + 0.3273609093554543, + -0.1232382118665332, + -1.2486829074895585, + -0.9785436550824637, + -0.7478159188220398, + -0.3291124448569004, + -0.18318213512946693, + -0.4039520503410204, + -0.3618121160686444, + 0.22397129510199637, + -0.5569414081857575, + 0.15178142506688755, + 0.34965093426761856, + 2.2529582836864557, + -0.8317934500027564, + 0.8701380999213051, + -1.3433768505872965, + -0.9876452156549016, + 0.6715519124825581, + -0.06748425954434546, + 0.932215500915614, + -0.8988529732992582, + 1.637295673523636, + -0.12558203338432206, + -0.0980951730802101, + 0.10511245265774724, + 0.9560666363238854, + 0.6008586714056765, + 0.4088381232068535, + 0.09612624614171876, + -1.0040461934891676, + -0.7380350776460126, + -1.1248875711438855, + -1.0800545311476648, + 0.5600709980880951, + -0.12692495478481278, + 1.0259875383597725, + -0.4229350005338979, + -0.3356152531937756, + -1.3943799249992928, + -0.8492976579150554, + 0.0684488809284644, + 0.5806055130037489, + 0.643278074383578, + 0.6504757446232016, + 1.1894184491107405, + -0.13373355673702553, + 0.4558644655381578, + -0.23118691237437844, + 1.4017011937515984, + -1.3273058013738301, + 0.2544287787785724, + -0.8157849538268735, + -0.8165969366058491, + -0.09252703089368951, + 1.3078669208203555, + -0.09004084552063603, + 0.9656635607694178, + 0.49073978229290394, + -0.3096633602608213, + 1.3000673621608239, + -0.48671442406751086, + 1.54782708018094, + 0.9986183039563524, + 0.6889661701990591, + -1.757698663670012, + -0.5352473640841465, + -0.7407008934702322, + 0.5451825166114219, + 0.4971161846763282, + -0.3642510032112874, + 0.6790116436185475, + 1.1144921893604787, + -0.7448768099207769, + 1.3106854600835693, + 0.28958261378916417, + 0.5400394554255415, + -1.4422316744849493, + -0.3698144510096987, + 1.7652200113465428, + 0.8102127592384162, + 0.24592883700347373, + 0.3900906558936838, + 0.22854379819949186, + -0.8628556451323002, + -0.8711765338967354, + -0.45309827624739113, + -1.239273233338329, + 0.32415340298202105, + -0.9002909219444456, + 0.73873603455781, + 0.7938202131152666, + -0.09095309073354614, + -0.9661719490859472, + 0.3883387131637998, + 0.33716909269166023, + -0.8797482335962669, + -0.5260244011767687, + 1.1000123792169163, + 0.03185487911698133, + 0.5453075714743532, + -0.8472747991115361, + 1.7777865270527993, + -2.197688080581002, + -0.19960286242317424, + 0.13737956940974108, + 0.8247417830260154, + -0.44948575926456813, + 0.18386346133485956, + 1.1394543476583678, + 2.0320495133402416, + 1.030761737446205, + 1.616789106180972, + 1.0383726150562216, + -0.09943658771427288, + -1.8053663091678347, + -0.5088386171354764, + 0.5301323798832638, + 1.2511264016379764, + 1.1315761089136898, + -0.04500450251828167, + -1.439829154179293, + 1.4333024831430943, + 0.626231273405291, + -0.16429499553657728, + 1.5647766547840976, + -0.22316935392753992, + 0.6287153560675771, + 0.8974643300147253, + -0.39638103373308087, + 1.831561083018407, + -0.9795804187486526, + -1.2950328598235274, + -0.030211715332799555, + 0.11196321992336138, + 0.11457754915557178, + -0.1949873884509599, + -0.5372430137312683, + -0.41723044123023545, + -0.48289470844195737, + 3.575359061682963, + -0.18816616379754414, + -0.30342659504694547, + 0.37837357837397945, + -2.245041507128183, + 0.12086417787284764, + -0.35273307078018035, + -1.7102177172502173, + 1.5549224594274504, + 1.0507493853908358, + -0.07536903265661268, + 0.7656577865599229, + 0.12262869962351648, + 0.49338904928151, + 1.2278363779271435, + 0.7197805277246171, + 0.4126427761946912, + -1.4648146536706521, + -1.1770884189300292, + 1.1719308218368567, + -0.2806956359080552, + -0.5582502325797123, + -0.4938568378716332, + -0.3054718722300297, + -0.16963477041392452, + 0.7089123595514303, + -0.8006220646192199, + -0.5093592983744669, + -1.7561562095540315, + -0.17423159017285317, + -0.7330173157621392, + 0.14637055860729925, + 0.8648764581665939, + -2.6215306758315933, + -0.23853800788491297, + 0.26479840377154457, + 0.08131752511678932, + -1.4907690665358082, + 1.5476008715205383, + 0.6896724724167131, + -0.46747983222659223, + -0.12991673118169594, + 0.08788168859936074, + 0.8498912553600714, + -1.7347245422779731, + 0.05660187015984194, + 1.5582735994619556, + -0.366040001850771, + 1.0800855189557237, + 1.5765560708877822, + -0.13814785180962302, + -0.6358747732702562, + 0.9450979302957652, + -0.8150089687544938, + -1.2543874500883834, + 0.33388508932803773, + 0.322404627797799, + 1.237469242831729, + 1.0886051291329024, + 1.1217631171346167, + -0.7704031636758367, + -0.5969790547130559, + -0.32851667370039095, + 0.15833240634821036, + 0.6353079089314253, + -1.0993408593931673, + 0.7655269937669565, + -1.3358340523155072, + 1.0582747641406005, + 1.2244317162850884, + 0.3759040092275005, + -1.604178558192243, + 0.23382071473379887, + -0.36619277853635235, + -0.3201588148273075, + -0.08113850941714923, + -0.687129706300813, + 1.1693819307119495, + 0.11884943652033232, + -0.9044362780327203, + -0.7844273694991635, + 0.5023303993773073, + -0.8729833334684698, + 1.9880934382404076, + 1.051004654583845, + -0.3755433472451744, + 0.30349079741439194, + -0.2155017809036278, + -0.7642792412679533, + -0.5457960515454493, + 1.9196538306301123, + -0.256595797992081, + -0.64623439885544, + -1.5761997444499187, + -1.6262250533360563, + 0.36496865217840097, + 1.102575132881508, + -0.6959387924592577, + -0.31861488012372574, + -0.0002490692241481862, + 1.5570703156868968, + 0.15799421205114875, + 1.1472079854213872, + -0.984074449802193, + -0.503452011151463, + 1.1641791382895166, + 1.6684431954846866, + 1.4191719170775323, + 0.8415468491942948, + 1.211808284381156, + 0.28589533033300585, + -0.9712693595748407, + 0.34050832218598553, + -0.28089435778133814, + -0.2674424880125332, + -0.2857259269498777, + 1.3895244862959124, + -0.41995148540300314, + -0.40138531210912126, + 1.7709426391958196, + -0.12433948267752755, + -0.03647346052032396, + -0.10790312017771773, + 0.35221116752398834, + 0.9557172004780627, + 0.09024638259167807, + 0.994797693634978, + 0.37385797467918636, + 0.39207945385398796, + -0.07100763944565204, + 0.6320077630143923, + 0.10790097357999931, + -0.4931469972756867, + -0.312274578609972, + -1.2847751164916823, + -0.6786054519750244, + 0.8697203911804302, + -1.495129459935988, + 0.33624651404439604, + -0.6024977710101781, + -1.906187444750029, + -0.5975084948339497, + -0.12737212702067904, + 0.14416225293590756, + 0.716483430082369, + -0.8887903087172436, + 0.9912486142409048, + 0.604791721283304, + 1.4402707406348179, + 2.3735211865957035, + -0.30064978548312377, + 0.2970513095197772, + -0.07071658027149742, + -0.2966692541492955, + 0.5285461940310111, + 1.307142780566582, + -1.950700730756708, + -0.6194070378512595, + 1.697524866069386, + -0.6979799151568388, + -0.3917908277735486, + -1.8793712464756716, + 0.17749305637509558, + -0.07587213255150653, + -1.0059879768976494, + 0.21330525261430558, + 0.6625265930059657, + 0.24354864303430326, + 0.9384144419034941, + -1.0353444166205055, + 0.2341952650355896, + 1.1876207910709067, + 1.3526149562874543, + 1.3256535429353231, + 2.4848055822084207, + -0.4160078879184977, + -0.8690997646613821, + 1.5853391801435055, + 1.1132357478585584, + -0.2149642577509583, + 0.2261053131955049, + 0.48049129878991026, + -1.0836303108728644, + 0.8088182158789765, + -1.3498181633222477, + 1.1062941305934224, + -2.490610599721563, + 0.6506753009129039, + -1.8316237465004068, + -0.13499483626489123, + 1.8707395489081189, + 1.1120581874625324, + 0.41659215598624544, + -0.10658071490611093, + 0.7634411080989533, + -0.3528505490340126, + 0.032281015643381775, + 0.4375067410189347, + 0.9335520857928475, + 0.3570580708813146, + -1.4801983972251112, + 0.10078397915581232, + 0.791983068785869, + 1.7297752786697467, + 1.7626694907851375, + -2.456214403610209, + -2.0726282732131085, + -0.264221293522401, + 0.37542149615468406, + -0.033413961839524386, + 0.9236164094699955, + 0.9629332638685807, + -1.4364041581459197, + -1.5303607831284547, + 1.929356441352728, + 1.5794048479386105, + -0.1383869408662189, + -0.3585280435225488, + 0.23537417556076265, + 0.9198233253951105, + 0.03904820117465313, + -0.13971232296518374, + -1.3720694240272675, + 0.8810196398460417, + -0.11009696737256194, + 0.6700256434726678, + 0.04192914933210269, + -0.3724003208916294, + 2.7648259404846787, + 2.2396431851560843, + 1.7651716442766474, + -0.1821378244126904, + 0.1218832403322455, + 1.3976190724291802, + -0.8705737723521034, + 1.3758552757100262, + 1.2892658039801443, + 0.41053308703949903, + -0.25973632755273135, + 0.014924507309803296, + 0.40643433025814657, + -0.5775308462387304, + -2.0569606331420216, + -1.41440119034209, + 1.3461272168644425, + -0.5796778938475653, + 0.15861833967400255, + 1.258713009931455, + -0.2406069708168877, + 0.2489623611158522, + 1.3249228637232002, + 0.8411418222805062, + 0.9630029997893241, + 0.9250811975209259, + 0.9324459743589408, + -0.027580951143720812, + -1.189041755893859, + 0.5581772288522885, + 0.5529635028078455, + -0.6336218448584295, + -0.7208143153613819, + 1.0278658146991342, + 0.5579472687230107, + -0.8387298410520775, + -1.6237104180273343, + 0.7140193779724089, + -0.21694276644056124, + -0.5611491335386491, + 0.37318078657744724, + 0.15206077195256432, + -1.5270106206050078, + 0.44320235341650627, + -0.9548855315200158, + -0.1945175343329476, + 0.331288072927863, + 1.1432371312147005, + 0.27101641084806405, + 0.9893890209587687, + 0.24092246526887048, + 0.4833872404516885, + 0.48910363542003077, + -1.0740557960543036, + -1.5963381864765154, + 0.7667665648531253, + -0.5232594253153416, + 1.2959455689739692, + -0.8729930404907762, + -0.16277356416266733, + 0.536492956649074, + 0.011523396895641013, + -0.42391209917768435, + 1.4383429404645782, + -0.06890108820599102, + 1.1631978300898331, + -1.3738973106655754, + 0.757249796552834, + -0.9557719338468935, + 1.2549374695333018, + -1.1076093490305994, + -0.3946153476850018, + 0.7630479499218251, + 0.7362753391310185, + -0.027140947785190262, + 0.7399433589269002, + 0.151907257629003, + -0.4993230224423823, + -0.6131064653006121, + -0.7005266169615114, + 0.554101560112288, + 0.6277853554778084, + 0.14230525165352836, + -0.5215850253862175, + -1.066475336930923, + -2.5309494156203423, + -1.409908145957186, + -0.5641901500914502, + 2.0749835321158963, + -0.6128441011445207, + -1.309234775324279, + 2.3308043967235967, + -0.2880388560077779, + -0.5114766637992465, + 0.05786480443301343, + -0.43342930494498483, + -1.6799649612519658, + -0.5302212848658433, + -0.7633052545315799, + -0.8505413533422392, + -0.5278992507497893, + -0.10779149847771873, + 1.1020865568489027, + 0.5219516392395611, + 2.0299346506347673, + 0.8488949088672993, + -0.19882221880438836, + -1.2026506523632272, + 0.5844141859962652, + -2.0779451085926537, + 2.9195658101266986, + -1.2532470701372669, + 0.5419218551062619, + 0.1406604947309933, + 0.2802279745623072, + -1.2734727429006214, + 0.10470878965697618, + -1.0693709921451442, + -1.1560406742377107, + -0.6018258384888858, + 1.173581834983058, + -1.476093685153938, + 2.0758942011997914, + -1.1534205755295868, + 0.3030119651636298, + -0.5377525287173217, + -0.0028492658407277345, + 0.674242687622684, + -0.3321680901868452, + 0.9498546235673591, + -0.9056885620034504, + 0.09280856567546472, + -0.8831706711915794, + 0.841437688446844, + -0.3811534096278968, + -0.9071479569789047, + 1.3900022569180708, + 1.2307145931288432, + -0.8195238930498598, + 1.086021918853097, + -0.6047261438974082, + -0.8579798760258338, + -1.3163155639119173, + -1.453265203419057, + -0.502175882473077, + 0.38896784769102066, + 0.29522892917381555, + -0.459538758302736, + -1.885688019017956, + 0.058933837560892856, + -0.5859757704913472, + 0.6543532105698059, + 1.040377266686574, + 0.7621770320651183, + -0.996386322784842, + -2.128879511863042, + 0.17310059686450938, + 1.3747224797827118, + 0.8878402851130509, + -0.10053735523242939, + -0.6478260947908848, + -0.820871810041788, + 2.04833882412228, + 1.0069430402422357, + -0.7226530999022169, + 1.8050725134675976, + -0.3913618169534967, + 0.8217678263176552, + -0.216035223566569, + 0.0820187607115867, + -0.12348716107095677, + -0.05570521459965338, + 0.40979714916368865, + 1.5361424681465867, + -0.13191438808599779, + -0.16314856560377225, + -0.12126486892856836, + 1.3632133047169275, + -0.17487051919194052, + -0.9416590796298513, + 0.49050038478347513, + 1.0083159706404685, + -0.209651692324811, + -0.3456033088138026, + -1.229677031460807, + -0.5651215226057136, + 0.6699849013791277, + 0.5193010005775904, + 1.3921657675784929, + -0.4787277042401829, + -0.07865536612049723, + 0.28187742004638583, + 0.954490487775512, + 0.597856718082288, + -0.7685358125843521, + -0.11237194032388058, + -0.6574681133319713, + -0.655270433126452, + 1.1628552471610085, + 1.5455277571890647, + 0.002266269759278137, + 0.4912351222298607, + -0.15456454055828914, + 1.673322927825814, + -1.144827294643271, + 0.2499406309257781, + -0.5196750224061245, + 0.5746479914628997, + -0.6885030058047811, + 0.6469826096826199, + -1.0239475931297166, + -1.21606570975591, + 0.9462043737442644, + 1.3820905303685012, + -2.127347807026269, + 0.12128322102153599, + 0.41833044600250163, + 0.7896160102781675, + 0.664792471049445, + 0.7066002444317844, + -1.9016078467802533, + -2.2143699135642163, + -0.6745628265636304, + 1.1294889094983849, + -0.47493365481644334, + -1.0034889290691316, + 0.1799979681814787, + -0.3744265812321727, + -2.807015046240976, + -1.3817858107932908, + 0.24399960304058166, + 1.170044020164143, + -0.3928051870538809, + -0.9347967938293411, + -1.5421249664252896, + -0.014433791916662969, + 1.0619575134011117, + -1.0781034423294211, + -1.5585577326914237, + 0.3456650234049882, + -1.0082241820105187, + 0.3506922178903467, + 0.34733349678113484, + -1.1998946612536336, + 0.5975341905571115, + 0.963450673775723, + 0.12697449179924727, + -1.675006082262193, + 0.31616023789450254, + 1.2923360987398882, + 0.03922718819149837, + 0.17380483444901343, + 0.3051307111682144, + -0.4583649146033679, + 0.46971859332401694, + -1.055592811056774, + -0.48956587106708294, + -1.8537718163961439, + 0.2613871577637929, + 2.2611396106494213, + -0.643297654403849, + -1.8551286014765394, + 1.5130007632193645, + 0.6808389120129523, + 0.7282470602937212, + 1.122699859517271, + 0.22444829824310394, + 2.0506788769287554, + 0.14717677215904865, + 0.5994356302779426, + 1.0819043925751561, + -2.001220845922302, + -0.6371431879906138, + -0.14002029396149812, + 0.8195384401089845, + 0.6307042629460373, + -0.34451850826932273, + 0.8904807411701233, + 0.14778093768824505, + -0.6863450279116102, + 1.465425737795432, + 0.7623409829989332, + 0.09263242851351, + 1.32166953198392, + -0.24976905152997322, + 0.6280995706941012, + -0.796975436013192, + -0.191486250524384, + -0.30620159188736235, + -1.0707150878011578, + -2.641063279133138, + -1.7390734069108607, + 2.2480153314728457, + -0.26956303132678733, + 0.30430941395944144, + 1.887412106079304, + 0.3118622838144552, + 0.38071846238018603, + -0.8867442538934591, + 0.33679410792039993, + 0.3753964035112713, + -0.7565506186695845, + 1.2744071406915327, + -1.1158393148665786, + -0.5770987536153528, + 0.3900948633918577, + 1.5548183031006775, + 0.3020925059055582, + -1.571533761606276, + -1.1326576079125683, + -0.8682757718986229, + -0.3839677055392765, + -0.10353517123633262, + -1.6930357902326878, + -1.3631758811286838, + 1.722223577173457, + -1.2359535937129875, + -1.452547596844052, + -1.0220033282015872, + -0.5144667583616153, + 1.685489164051674, + 0.6760401217877591, + 1.1073800890909091, + 1.3879737773769094, + 0.8028833623533611, + 0.3682218068447708, + -1.2195149413682882, + 1.173619892452351, + -0.8169886122506752, + -0.08200505040739625, + -0.7678289358385301, + -0.9427981412840636, + -0.3236852770796376, + 0.8942902705006278, + 1.9265302498147192, + -0.026417338899735743, + -0.8646876019430051, + -2.0794820804603003, + 1.4140130933810302, + -0.7840915031687563, + -0.07658505312173342, + 1.3177367892712724, + -0.2522280144544937, + 0.4001549742765576, + -1.297895038706673, + 0.7465436994772021, + -0.07246693954678478, + -1.4844191213943467, + 1.3943027581143506, + -0.329348847263125, + 1.40773419325523, + -0.7015527525444192, + -0.015688645726860562, + 0.9777292309578393, + 0.23406685256830606, + -0.5665320584299706, + 1.3253223221880923, + -1.0397132492629277, + 0.4589641948610526, + -0.4465131956391422, + 0.09584526228345285, + 0.9966651546832495, + 0.6474938965416086, + -0.20650332873924684, + 0.7117775416111752, + 0.480944706573587, + 1.5977530310202919, + -0.09460366288559952, + -0.864171178505754, + -0.46589855413686254, + -2.423025053757307, + -0.9080312069280474, + -0.2593825382760745, + 1.0851791001040938, + -1.1610154195244902, + 0.46374157951578576, + 1.1090314547271622, + 1.0139676435580902, + 0.37981544102518844, + 1.2272155336827466, + 1.2855464601979132, + 0.2528373347601432, + 1.1279905601973783, + -1.2814752263310178, + -0.4430083745813286, + 0.8692529824228963, + 0.869946844745839, + -0.17583139262869002, + 1.1464061197171505, + 1.2670383521347084, + 2.908883923861217, + -0.758296967230602, + -0.9166495210241797, + -0.182572262173833, + 1.5711777462218877, + 0.0709788023988061, + -1.6089231665035837, + 0.2814611535545542, + -1.5062826250255932, + -0.7908957195537851, + 0.0371671674061407, + -0.07141333870142934, + -0.126235390761102, + 0.5494530477715627, + -0.19051479655914214, + 0.5783609650113906, + 0.32042417588984967, + -1.0363245106781338, + 1.5498068122065913, + -1.611314232205005, + -1.1608758521434228, + 0.5544807571467987, + -1.9164982186881754, + 0.39328867914373583, + -0.3719071036114629, + -2.387015376222954, + 0.6878665233058993, + 0.19491459407944597, + -0.4846247539903285, + 0.6716808117484451, + 0.8241631050776813, + -0.9590476056141928, + -0.03214134195294818, + 0.8250179762343482, + -0.43022962231820516, + -0.34904096544975954, + 0.2256703205814998, + -0.6377086000313146, + 0.45582429838107025, + -1.0458564373108734, + 1.7473610812994904, + -1.3442982113427224, + -1.231338766542471, + -1.4140027314549353, + -1.9672855500054875, + -2.1597240593928553, + -1.2614565395798185, + -1.6102003268944807, + -0.011461701250529041, + -1.0181171189838754, + -1.8213626719737963, + -0.5759640884281193, + 2.4148785164664086, + -0.9947780341150387, + 0.8264233136077618, + 0.7416147538249348, + -0.12688594862389022, + 0.4725219034177077, + 0.4315130157621525, + 0.2805629866885334, + 0.3797452224276248, + 0.8528560677266972, + -0.16663225586320965, + 0.022715104356534867, + -0.4188288288998965, + 0.7587323179806762, + 1.7989382969114096, + -1.2146034530167198, + -0.7638580511525503, + 0.3073452291945419, + -0.4677084053166558, + 0.2597858806511343, + -0.16894358891325922, + -0.2711313583315546, + 0.6892622239009374, + -1.1384324753793482, + -0.2944571738944285, + -0.3953644153104517, + 0.8573087052654383, + -0.6667692881786544, + -0.7520228442079334, + 0.29059525466095154, + -0.5392169181071288, + -0.825532897970169, + -0.4712089563612451, + 0.16352299348849145, + 0.31738355268478197, + -0.14467826055161548, + -0.15164297028006202, + -0.7850256266874274, + 1.5937848867607856, + 1.4593204039590044, + -2.2263114536605353, + 1.4544405188767642, + 0.38000291817757426, + 3.0179649747345874, + -0.6269007140483327, + -0.10636317980787506, + -2.0015079894630508, + 0.39165914431794596, + -1.485108557295749, + -1.7701540585068936, + -0.3837797844214898, + -1.820201811541532, + -0.8547196372221232, + -1.0289088017820953, + 1.7875391497324462, + 0.06310483255099834, + 0.5443695258086652, + -0.07289397648563774, + -0.5052773136122809, + -0.43022537257009774, + -0.9893028568254544, + -0.03956627431433357, + -0.5666335539828058, + -0.31159880265453527, + 0.14207068438675816, + -1.6293367278949635, + 1.6676750635516326, + 0.47379202169748497, + 0.9649779534250174, + -1.2378108999331674, + 0.6601993677268441, + 0.012896501597919845, + -0.9843986945733012, + -1.946359258187856, + 0.030239005017879555, + 0.4953223239738577, + 0.2413721518077427, + -0.7040483713453654, + -1.0156711155172145, + 0.26571170151629814, + 0.5687183439932983, + -0.49249469346568575, + -0.8346381480071442, + 0.6795347535819725, + 0.05756271868738102, + 0.3163630069495854, + -0.9454748540668578, + 0.7564894529605909, + -0.8141962587392839, + -0.2737097408257437, + -0.44889919396645583, + -1.579914123565718, + 0.22310274315108714, + -1.918091511655088, + 0.49827884822574187, + -0.33953815257063147, + -0.5335610703088469, + 0.7522140472589658, + 2.0781280002138605, + 0.23515614605094246, + 2.6257370089568606, + 0.2425530322173995, + 0.06976334315714137, + 0.8213011304736396, + -0.5193869026535043, + 1.2806986696387095, + -1.9377781466967066, + 1.3299933898680432, + 1.3521909685344582, + 1.3613834640611733, + 0.5869086093778912, + 0.5543913912545501, + 2.1684671982633916, + 0.7084763819140234, + 0.8391336027699208, + 0.818625017794414, + 0.7984645714130097, + -0.17795671451699824, + -0.7123266722246937, + -0.22973258357306192, + -0.5799853073637571, + -0.8554303385898092, + 0.15193767036376352, + 0.15323899494776108, + -1.667641073894042, + -0.6286975396141731, + 0.08861713767646409, + -1.0071608638236658, + 1.6440027294288795, + -0.33110183247209046, + 0.20551513251005818, + 0.07515274210474482, + -0.853277391212219, + -0.7371933840936654, + -0.4050259065858736, + 1.663032796849545, + 0.7467026700519303, + 0.5551069943861358, + -0.979950413094765, + -1.220625712189927, + -0.10542594526519825, + -1.4450744822028365, + 0.5380109100997937, + -0.32151698152081537, + 0.4806280153715944, + -0.5604892250020542, + 0.5913093978171925, + -0.7645633409909938, + -1.6097219744509177, + 0.5048716153336196, + -0.5941454531321794, + -0.48472808834826486, + -1.012009562998122, + 1.587110588840762, + 0.6182941672007922, + 1.3795177980390398, + 0.03440770571368029, + -0.7445140052983791, + -0.9514611042197445, + -1.9243052800990308, + 1.0610556610643431, + -0.07951287006603099, + -1.7384782961757472, + -0.5693023474054836, + -2.6588489903340142, + 0.6695116117451587, + -0.805543368836932, + -0.7184652302015441, + -0.3403950305486379, + 2.4807154550345247, + 0.22302281561064113, + 1.0477726453309617, + 1.9585517806107482, + -0.587631926602295, + -0.2730214633004553, + -1.0017295382040525, + 0.7335201853711624, + -1.0965975338928118, + -0.07572621146297086, + -0.7329016661084365, + -1.6157704562547874, + -1.041725219448433, + -0.23774450008159578, + 3.1501917273848, + 0.36554152601273143, + -2.0527792436027115, + -0.4956246063215924, + -0.14775551666859887, + 0.5980610193103862, + 0.2506950191567817, + 0.07862495332827908, + 0.864239592709289, + 1.5481562944210987, + 1.4835703758310415, + 0.18106198246487945, + 1.3476602052473545, + -1.6838986464113355, + -2.043708068798792, + -0.9332238408866397, + -0.265887985343097, + 0.9854938970965548, + -1.8630647362477208, + -1.2530022926672484, + -0.2361279772664033, + 2.7258168086140495, + -1.4909875295145547, + -0.47463765342579345, + -0.8841768049683094, + -0.050527538145557396, + 0.4289101016470134, + -0.4347653886115394, + 2.2990420901299875, + -0.3058309706831204, + -0.7985143761165899, + 0.5959809526514562, + -0.33873259352062074, + 0.6137173450381682, + -0.02463146829161536, + 0.02323399272565523, + 0.6057357093882233, + -1.2798855169556527, + -0.38004737806372924, + 0.9768712719963938, + 0.6786828471821061, + 0.6629977304204431, + 0.8215872604580179, + -1.0710739574165211, + -0.18424076345838145, + 0.34677909097374005, + -1.745519141838819, + -0.25201789941102865, + 0.5771122618532768, + 0.029922999416548118, + 0.5133178184034285, + -0.43695764001999854, + -0.5986710456579756, + -1.7698230330152198, + -0.4666508300269708, + -2.688889280193474, + 0.4579251448686745, + -0.554726666327363, + -1.1685235429253618, + -0.07422386447431373, + 1.6939713647863743, + -0.21100489360479177, + 1.0722309768418021, + -0.1167251534297194, + 0.6792842168242457, + 1.7013375199699043, + -0.2656374554158534, + -1.082180402219411, + -0.05560346169561522, + -0.5690112873739699, + 1.4399693537373808, + 0.20996064413665677, + 0.7036123739591408, + 0.6516615307148867, + -0.9458349343144686, + -0.7304197980794429, + 0.048551296527410505, + 1.3837192400816016, + 0.13875083771420943, + 0.03864443087384666, + 0.28688740321530865, + 0.20252419077041264, + 1.0061740547912426, + -0.12051246977048774, + -2.1603703760792388, + -1.6358671653287185, + -0.08826414247551458, + -1.5300311288983017, + 0.6691025069394053, + 1.2845309893266068, + 0.8003082952763639, + -0.534650915392614, + -0.29548377267962206, + 0.21197796702209637, + -0.14153514754618698, + -1.6173193535898098, + -1.8224478455453303, + 1.2077886201212267, + -0.008732496660181286, + 0.13017973388498383, + -0.3511441153652947, + -0.11114057933535526, + 0.5024105338615965, + -0.22846196101258118, + 0.9046739017068267, + 0.2862398413189643, + -0.044499256370542736, + -0.36466320121826157, + -0.8056745019571842, + -0.18882678610730383, + 2.1116114129467562, + -2.490042525440989, + -2.079318574632731, + 1.1449306842669853, + -1.2370905332018132, + 0.09659159287923821, + -1.1811709691469914, + -1.3727986386718487, + -1.3774592605954252, + -0.6263275907741439, + 2.0029490231376545, + 1.052510905205605, + 0.8376822124210999, + -0.7713532014913241, + -0.5210887024630918, + -0.17218523755452894, + -1.5226828368156844, + 0.011286024451280057, + -0.0309130598700993, + 0.008461014532876463, + -0.010478185149558951, + 1.599942768803841, + -2.454209982072823, + 0.2499511994501571, + -0.18088983093308209, + 0.5091220564869509, + 0.11613314085140596, + -1.203741526262563, + -0.1484008195067834, + -0.5843776331021253, + 0.8510971173286215, + -0.1979012999062921, + -0.043868176542864956, + 1.4132568814048696, + 0.22080019751955793, + -0.29307659124509006, + -2.1948095097015616, + 1.1000688844835635, + 0.4553349657817865, + 0.38252588716454766, + 0.8381258221946843, + 0.04969750058888426, + -0.8077990435681587, + 0.6044289775466641, + -0.39833081385328345, + 0.5029339087865049, + -0.773841708887785, + -0.33784506889896104, + -0.5604977486415278, + 1.2739672782850753, + 0.649344505126986, + 2.843341988978284, + -1.1607136703558065, + -0.04244776246013643, + 1.5132276106063565, + -0.06314101398138391, + 0.2995091554209666, + -0.4387347433591837, + -1.2638721960864652, + -0.8963389202023972, + 0.532683973240655, + 1.3343685545963595, + -0.05144290392885802, + -0.3473953095927379, + -0.16059520309188483, + -0.48631015326767074, + 0.7023559493181672, + 1.9913038540870274, + 0.6869540836893273, + -1.2483996895878142, + 0.8792050244426194, + 0.5627657811853566, + -1.3424699993989446, + 0.05944476058110274, + -0.9630942322127104, + -0.3690714789288391, + 1.3516177996161356, + 1.2431668628468275, + -0.7768737765262168, + 0.17522132981033822, + 0.6906392680172375, + -0.3996948892944807, + 0.11656911991138377, + 0.14937178182886643, + 0.7927666596967256, + -0.7736791467757198, + 0.3595372978795883, + 1.1172563150344597, + 0.21387727149655372, + -0.5959643944809617, + 0.09331512916471918, + -1.6945561983582367, + -0.43299478356083787, + 1.3873181444607006, + -0.11606038022540936, + 0.9342928329809242, + -0.45063640304917074, + -1.4058411335580694, + -1.3732691160233823, + -0.976444572573041, + 0.1345543832440965, + -0.8076867484704842, + -2.075789769539498, + 1.223209277348541, + -0.8992883404037386, + -0.7443615347415268, + -2.630920209267239, + -0.19161955848830078, + 0.38798795066548253, + 0.07520111800410731, + 2.1110261067103675, + 1.4782593133190378, + 0.6228214068261623, + -0.29757816907385654, + 0.7176676884343739, + 0.9196673015519624, + -1.6438614401102232, + -1.8749573638231278, + 0.1693269750836796, + 0.0038836781873943117, + -0.2187776686516058, + 1.232590481633958, + -0.8345599311096586, + -0.8506052071416329, + -1.2831303841769024, + 1.829393011402787, + -0.8472512135407716, + 1.0973707328118507, + -0.267572463594101, + 1.1394650164629743, + 0.2543934303155981, + 0.5676419927210281, + 1.4189684417735264, + 0.25342456081258097, + 0.7209778570704894, + 0.05905528391090652, + -1.2627913789514356, + 0.4519053951455043, + 0.38161098302985946, + -0.7230209873834946, + 1.449133963862517, + 0.14718103792339707, + -0.7484285492440812, + 1.338443901140678, + 0.022849719873381545, + 0.8402616740936781, + -0.1599008690077145, + 0.22347506851867538, + -0.286646439998221, + -0.9128224079381442, + -1.3315089261510002, + -2.281450267692649, + -1.131022135267168, + -1.230365706044381, + -1.6102503413079117, + 1.790396709010593, + 0.2839425091803779, + 2.057915016578877, + -0.67124357333883, + -0.33862745760415863, + 0.26626523350229064, + -0.5399850743100864, + -1.0396644324662514, + 0.43547619614507677, + -0.7352632989795185, + -0.2971184248014972, + -0.07445652986446342, + -0.3413819576005892, + 0.844703514376539, + 1.596606260733879, + -0.34365667237469577, + 1.8522478067832788, + -1.4640634694037198, + 0.49678582425897577, + -0.7610456372395894, + 0.68944970471517, + -1.1711041550775025, + 1.2937137638568346, + -0.5400342793443953, + 1.3670552451238318, + 0.525886089520253, + -0.03593205839938821, + -0.26759049694618375, + 1.235416818132018, + -0.892987438288573, + 0.44472393650917086, + -0.991361411978072, + 0.7422175019569094, + -1.1297629356014294, + 0.6727183973400832, + -1.501217301620673, + 1.2908035170000431, + -1.3038736651816445, + -1.0713555778506938, + 1.6852422664030242, + -0.952053974308015, + 0.5651785647856553, + 0.041579121915017815, + -0.5100058323671505, + -1.756932955166789, + 0.897342122550096, + -1.2904190993549547, + -0.8812144793109539, + -0.51593271525532, + 1.2801079389923755, + 1.0615474911540894, + -1.1258412125377713, + -1.0462729384315508, + 1.0039987779598394, + 1.3174073562212676, + 1.1614161972280717, + 0.231785246911469, + -2.4186980317322027, + -0.3759951359696416, + -0.005046397879263428, + 1.221338627001238, + 0.008251885809789422, + -0.7375231097049039, + -0.18345772907127153, + -0.7410619507282147, + -0.7298696869735435, + 2.471635889351698, + 0.9637386071799023, + -0.2983182784173948, + -0.5256214054567955, + 0.40564331937364445, + -1.6722905814271225, + -0.3257887225023386, + 1.1654227662525638, + -1.6753295295419621, + 0.40652225472839293, + -1.2166815881750277, + 1.6440933739499415, + -0.9475157070486135, + 1.1868244247485742, + 0.25509318147237886, + -1.3748141999996606, + -0.6840845043547256, + -1.1163126247365303, + -0.09506941925017576, + 0.061014089536677016, + 0.9228997258328596, + -1.376789603582326, + 0.35061839657681443, + 0.09963766160413394, + -0.7421055592497455, + -0.4889981077886423, + 0.6490982932692773, + 0.24210314552626427, + -0.2736858290943767, + 0.9183801270461365, + 0.07454738844901604, + -1.9054707219269302, + -1.1793284480498656, + 0.04094707781758757, + 0.6823499828688266, + 1.1314203110863394, + 1.605265150949797, + 1.899759124901729, + 0.12345870239799585, + -0.020208672852666268, + 2.717934494419358, + 1.6107767225890113, + -0.31612879544108996, + 0.3676917895901609, + -0.6974519591350438, + 0.35488340294723697, + -0.23229784527239888, + 0.1821700846348135, + -1.5822865915907576, + 1.282318126427771, + -0.2954104038812743, + 0.38640464077269726, + -0.13853856436748946, + -0.41554099094288327, + 0.5535407232232809, + 0.07261053909274946, + -1.6656128858537285, + 0.20780609119858698, + -0.7211974263977063, + -0.9710399543078585, + 1.5197013455155344, + 0.29686397058710423, + 0.48575062695784943, + -0.6409972346715109, + -0.9438674524398106, + 0.9168040335324043, + -0.09492793719745087, + -0.7712748048047197, + 0.04143515437561108, + -0.5805813425223375, + -0.3740872274671196, + 0.496807392545739, + 0.3267061947030633, + 1.0571036283067328, + 0.18939764924875427, + -0.22908911611246302, + -1.175054761106747, + -0.1187868009433261, + -0.8314166809715717, + 0.27515530424731555, + 1.7174451221006866, + 0.4731896947035655, + -0.04847478046657591, + 0.546630520051999, + 1.0553167724862902, + 1.0301827303948687, + 1.2459038323176506, + -0.03093966968566875, + 1.1039135018727708, + -1.3317673096621996, + -0.11604161486468952, + 1.5529796019803193, + -0.2793013477107795, + 0.1261385401011517, + 1.0338469448178826, + 0.38807557893915867, + 0.2519014270229441, + 0.9724182567712499, + -0.7759410670985164, + 1.0673755217811873, + 0.838279490019243, + -1.4095292590782602, + 0.7056487256147106, + -0.32904693330549306, + -1.5316380618115946, + -1.0051796103124022, + 1.3449610668246754, + -0.975343777207824, + 0.3802013666097728, + -0.5973992111550569, + -1.5232857592856563, + -0.7937254940272458, + -0.5000955830974028, + 0.1616202944714222, + -0.006290433561932639, + 1.4550232372960548, + 1.293461172242865, + 0.6656047817140344, + 1.2631891765591627, + 0.6887351889132047, + 0.9468046939600245, + 1.486494862620581, + -0.05965186476392036, + -0.29261434264803815, + -0.4196777308399411, + 1.1179334539033952, + -0.33261302066353904, + 0.5651114763409689, + 0.5241691157439479, + 0.5186718355385059, + 1.4118575199293368, + 1.4899913979140964, + 1.8454809101506295, + 1.784605945380756, + 0.7277086306400364, + -1.4396881375463744, + 0.7445280165612179, + 0.6132181777381384, + -0.14708294050505927, + -1.2135590682753123, + 0.1552736916871808, + -0.825092863999773, + -0.8442509861248656, + 1.360479538888971, + 0.7879061362911169, + -0.11145776570791606, + -0.013748932191096633, + -0.016917502454117266, + 0.0658863934366073, + 0.8984187511866624, + -0.9843028576833127, + 0.6534900491263635, + 1.9072569285737502, + 0.21529078119297454, + 0.19415502085013686, + 0.27313628463743067, + 1.1198763485788366, + 0.6512342418798432, + -0.6311880419687798, + -0.5790340467321593, + 0.5412553214593334, + -0.6563801765338692, + -0.43043519365950794, + 0.22341725263795584, + -0.36351073655375116, + 0.45457584831061, + 0.02941509816402028, + 0.813756974320802, + 0.2680364815190092, + 1.6913114190947356, + 0.1676314450278405, + 1.2806548078768853, + 0.7603432478762983, + -1.7241648597644226, + -0.6550418642594386, + 0.7761625028724469, + -1.119140092462769, + 0.846950278874774, + 1.1913602848639018, + 1.140707873748105, + 0.7163751252432097, + 1.187204619060349, + -1.0869823130459153, + -0.21726430470854013, + 0.5486161889562033, + -2.0323024533996343, + 0.26039263861486617, + -0.8973437852523778, + -0.26040849313822606, + -0.03781791174189539, + -1.387862820722502, + 0.18893192643335513, + 0.46785639212635965, + -0.8074785264106527, + 1.6073216782594733, + 0.8258126660018331, + 0.2949905050369081, + 0.07100908191804377, + 0.6584976896906581, + 0.27541370169365686, + 2.6335345837681823, + 0.4048246387950219, + 0.2500148129807701, + -1.5630113784843014, + -0.10180289199097868, + 0.15806597265602293, + -0.4285132916822058, + -0.6863804599938003, + -0.15997654684561027, + 0.7912924225901395, + 0.19156306537251777, + 0.31990913732325815, + -1.0987847926437984, + -0.39593381299764724, + -0.671733753342128, + -0.7230981716379865, + -0.8736819823453769, + 1.761206414307723, + -0.1394365619641605, + -0.21260148549414987, + 0.2921664653499106, + -0.9038452513881161, + 1.5610465983995105, + -1.0609469026394223, + 1.9205590424621095, + -0.4162351567449906, + 0.8568997063676425, + 1.2022841156929838, + 0.9202137120324513, + 0.7471306233117166, + 0.3363727731477358, + -0.9748949804575842, + 1.7558664826230022, + -0.5190910936998916, + 1.117315261355567, + -0.6040121416566032, + 0.3656636934583344, + -1.2207463445002256, + 1.7857802402517422, + -0.7152560107235965, + -0.6922367611732131, + -1.0785415494916035, + 1.1967559394180862, + 1.6622970653447997, + -0.18853827401621182, + 1.6060413427038571, + -0.564241854586558, + -1.065412055195073, + 1.1410577917231304, + 1.2425461767317951, + -0.22634474543533903, + 1.8258539532068456, + -1.302943639686966, + -0.07925990095232732, + 1.460258162929607, + 1.1724253527381505, + 0.06195672907854488, + -0.36947508047959865, + -0.015030858389633002, + 0.41369685225525965, + -0.4206531940991271, + -1.0457096050077244, + -0.3379312154196146, + 0.29227870468452777, + 0.29529919841220054, + -0.8554009280761922, + -1.4918873937588704, + -0.06162137916152572, + -1.6728630278994805, + -1.4892866037899395, + 1.3722736009433414, + 0.4198204413428693, + 2.069134279331082, + -0.5297818637642023, + 1.4430854034234704, + 1.630632174712233, + -1.9836809800939226, + 0.9143924804616889, + 0.16104631952760445, + -1.660415975414887, + 0.2542809712767346, + -1.5124819778131409, + -1.282702939890382, + -0.28557811773518127, + 0.5385889740614073, + 0.04198897471800689, + -1.2394330128293327, + 0.28249447972368996, + 0.5032059925522675, + 1.3335883473994599, + -1.5164867839821896, + 1.516572710246521, + -0.09677899478507877, + -0.7028651952905806, + 1.0291430664660042, + 2.2953886121780633, + 1.5654117736871909, + -0.05057524775212872, + 1.122427049430088, + 0.1033960385503447, + -0.41887432207569025, + -1.0668418318507464, + -0.7552272240055354, + -0.25555621672490964, + -0.6071337319956295, + -1.0651673671772242, + -0.5937011566845946, + -0.35199829630137536, + -1.1965821687467635, + 0.9385456150338742, + -0.7433840721882208, + 0.8990365867961106, + 0.4077985668072485, + -0.9099467508419791, + -1.3887277767338866, + -0.7133844167000297, + -0.2500896248095043, + -0.47688891121804666, + -1.2286878248794948, + 0.596944073649102, + -0.057443724289842735, + 2.0343637798641843, + 0.22836788104366607, + -0.667544027404351, + -0.6777266941651111, + 0.39985397891060004, + -0.1416713780346459, + -0.3728865106868997, + -0.3487446638777289, + 0.32844628323783465, + 1.3963254518637196, + -0.1693962703432361, + 1.4578401205174498, + -0.3377372549685387, + 2.1122352031725913, + 0.6844332168126102, + 1.2669031060723608, + -0.2214904608662455, + -1.2444049996011626, + 1.8547643235908278, + 1.1586441619266798, + -0.11028911582189554, + 0.6144251040108928, + 0.8102003473132285, + 0.9937954025819895, + -0.888417860210241, + 0.19762448265724558, + -0.08248381424656862, + -0.21606675455916946, + -0.1340591690856731, + -1.3972805523405998, + -0.13168625473030984, + 0.5728668584661636, + -0.751318537145784, + -1.4531153141642295, + 0.04637348716145336, + -1.1072797949458022, + -0.46367637336100576, + 0.4257459294163738, + -0.5919086253609058, + -1.1130146086949817, + -0.5478020485611187, + 0.5048206162151848, + 0.49131134369208884, + 0.48156697872709975, + 0.06539481007938559, + -0.9020272537930054, + 1.0406757974330179, + -0.3080455378862026, + -0.6003968809477672, + -0.8523082786019548, + 0.910240785995093, + 0.5958171321802935, + -0.4064227128649369, + -1.4057010375705667, + -1.4382916964256318, + 0.9478818182722617, + -0.34928531742793806, + -0.39290581571639777, + -1.1632975051392638, + 0.6209133233771453, + 0.8647124366928791, + -0.13864924058194314, + -1.0565824442792198, + 0.4399908775826714, + -0.7879763466298791, + 0.21245843547823143, + -0.2569673228237008, + 0.2605798296185593, + 1.2857181134149844, + -0.3497258619702952, + -0.2658840346127386, + 0.4384419337654721, + -0.9090394951605401, + 0.15114556093223294, + -0.3954710544221781, + 0.16741186112790038, + -1.2293941783224842, + 0.03720910765668362, + -0.37273909125264654, + 0.6041839266594693, + -0.574031233857834, + 0.9497038694166995, + -0.10138338493635234, + -0.8810497832979123, + -0.6347853074475299, + -1.2330769910575297, + -0.13751105623956517, + -0.2779266638150041, + -0.5977476460395919, + 0.05658550330988397, + -0.05144921255229115, + 1.0404942820331913, + 0.5080253475387903, + -1.2398183877114668, + 0.9146320818973859, + 0.6091108555728674, + 1.302950691679614, + -0.746793062615196, + 0.3398845122392575, + -0.08000808467815003, + -0.8676453826275791, + -0.17892840170294966, + 1.007517786304022, + 2.546678228836606, + 2.4195845993094216, + 1.0733946754623809, + -1.4841788884340652, + 0.3157828426578128, + -0.3345507307233112, + 0.7405598756212662, + -0.5556752860150228, + 0.9617191304057638, + -2.57528011318312, + -0.12119845747471235, + 0.7031483695017051, + 0.1932077822094448, + -0.07287008910902062, + 0.705501404816487, + -0.7130579242150702, + -0.5613293017415223, + -1.7560211115804345, + 1.3714036138070655, + 0.5966218668116395, + 0.18580740880759009, + -0.9164746808032234, + -1.3713908128417038, + 1.681439451901389, + 0.6221275028354575, + -0.3270297341625085, + -1.3843806703431598, + -1.287252455955956, + 0.9725419103525018, + -1.3635554404153987, + -0.24436682465664844, + -0.3566275180107862, + -2.2358681232619695, + -1.3227631973153011, + -0.6841074844541949, + -0.1407464519897064, + -1.7636870139182304, + -0.24238759446611197, + 1.435353358095007, + 0.9535589018425447, + 1.6791842704362092, + 0.44942739709469204, + -0.195602272734082, + 0.2446321464546756, + -0.9521710148258051, + -1.9222453527146772, + 0.6549162569390288, + -0.2699025286553188, + -0.31173927794591105, + 0.42827365495813896, + 0.021572724715144004, + -0.25163478507805154, + 0.6210447628291398, + -0.30770394159633074, + 1.1527717057236058, + -0.7456802076624706, + 1.660014274192541, + -1.0631945607455122, + 0.580188922385947, + 0.8525432236349739, + 1.445819184332863, + 0.3462339255916956, + 0.33480885479387407, + 0.20356437756965004, + -0.003509995092716674, + 1.2599790088069116, + 0.4876698206600933, + -0.7048209928394525, + -0.4044940563096913, + 1.3940575454749422, + -0.9211250022653596, + 0.5992200601529907, + -1.0538038490528325, + 1.236420803344373, + 0.5655289813385119, + 0.831327401046357, + 1.2026924040162725, + -0.17008109112798495, + -0.6746531601870446, + 0.5380133495880642, + 0.19416363486551294, + -0.5049162334937939, + 0.5826704317184113, + -0.27794486424049664, + 0.482780552293917, + 0.4421438046483534, + 0.08058300479103198, + -0.8526322849221273, + -0.09308510194272898, + 0.43795074311574544, + -0.8868755829220095, + -0.7358942726529556, + 1.8878104345642719, + -1.1040762990875492, + -1.9336740031854223, + -0.4793842021210353, + -1.531982451386123, + -0.6501038590502528, + 0.8090388867274088, + 0.5325518064109301, + -0.3217648809338465, + 1.2207240551379515, + -1.6433439472751419, + -0.5419054561375785, + -0.05880469000657526, + 1.2665983703058323, + -0.3009909167390158, + 0.11018056301181715, + 1.5448563166490596, + -0.8120584489947159, + 0.8368631993064107, + 0.008694358366051516, + 0.996155784051468, + 0.7370446955235805, + 1.1840477203617024, + -2.3845572813428624, + 0.7532246403367974, + 1.5638658342496232, + 1.6507966064724937, + -0.5560473772177279, + 0.5308580821819144, + 0.10021212776951206, + -0.35237500950980694, + -2.0984426300204397, + -0.5097624231231707, + 0.4277014848733464, + -0.82596559573017, + 0.10692179182344179, + 0.15404477201032143, + -1.1693783709531986, + 0.6985111115578265, + 0.8859681915672091, + 0.3287100319868519, + 0.3293411520772024, + 1.460658729230725, + 0.7520539984498723, + 0.249715895386138, + 0.22940355426225892, + 0.3840498365055217, + -0.2582882752009261, + -0.3977481446860664, + 1.4621403148031713, + 0.8157911047660248, + -0.9249646475628923, + -0.6993514529944977, + 0.28038707920252043, + -0.7792593127584894, + 1.2261092162377292, + -1.2701732253319533, + 0.5305483162289006, + -0.6295908827798093, + 0.07842013842627767, + -0.9894232935513078, + -1.331546426852622, + 0.30443330991234235, + 0.07256712592232006, + -0.5931783849443334, + -1.2066915212912142, + 1.5629464943564453, + -0.7163942429665697, + -1.5642065282542355, + 0.163354130036632, + 1.133448604886134, + -0.4088181983213165, + -0.16941660569972986, + -0.7399872052772037, + 0.22257987149076883, + -1.844225598192288, + -0.6642955103145091, + -0.47107676274722193, + 1.3244571763979827, + -0.6871455698893902, + 0.6218957889265135, + -0.281720965147809, + 1.0948286621767425, + 0.3679433647308283, + 1.223200552641536, + -0.29172292051804827, + 0.38126219185002375, + -0.3133399399827427, + -1.786815874981105, + -0.9338814359318439, + 1.505748151752718, + -0.9152676987369908, + 0.7261969861606822, + -0.0656530208928084, + 2.291581754543152, + 0.23507906622244917, + -1.384547092617165, + 0.16999934939054612, + -1.397832750170533, + 1.5031617919955846, + -0.48781921544063367, + -0.6281544012097982, + 0.6007686905006684, + -0.9304195352476585, + 0.2663683514600553, + -0.2794890721179818, + -1.2398484142491821, + 0.45538626144135275, + 0.44103454124926994, + 0.36822751424136985, + -1.2987371227363316, + 0.8870920513065375, + -0.36213913110521057, + -1.7775578819294853, + -0.8007895968610192, + 0.1845725935282882, + -1.6531914250263253, + 0.22618012166337154, + 0.6980650382612356, + -1.1878357375798914, + 0.5951707334146569, + -0.23345985468789257, + -0.5819442181326047, + -1.3820726779958907, + -0.15495918866512146, + 0.012785890386006686, + -0.4069425029860021, + -0.10438174207499458, + 0.2819922239175693, + -1.4616934206460679, + 0.8811800952019733, + -0.8972763497976827, + -0.20932234941900046, + -1.1348778342014771, + -2.2141134275515544, + 1.5642737625644205, + 2.3889757305512758, + -0.5439782751024891, + 0.6616518093699234, + -0.044195478042749065, + -0.567297782863135, + -0.2165580479752528, + 0.5955815397275018, + -1.3344239923638022, + -1.4750263359551237, + 0.7045475574715541, + -0.29274475661982136, + -1.8921918367890591, + -1.9234114773483442, + 0.35654591842911754, + 0.12359238644825686, + -0.3617187927397982, + -2.1368975159325645, + 0.10399978353751653, + -0.7059718700789122, + -0.99111867385767, + -0.20744506658153297, + -0.522032238866799, + -0.2813317588828024, + 2.452808213316789, + 0.13107085340966418, + -0.4223751025101415, + -0.05063224008508961, + -1.3727717540634505, + 0.310510738562564, + -1.4334431267676921, + -0.2652425152791914, + 0.30902645014723507, + 0.730819534547157, + -1.997346303392388, + 0.6222107103337593, + -0.6445572264395634, + -0.318805488666408, + 0.6397344708298311, + 0.22869986347203958, + 0.6121100291673417, + -1.2680352412245144, + 0.6217886782202295, + 0.29892561289603814, + 0.48160023791920337, + 0.3536827956673584, + -0.31402913318834486, + -1.3194034056745396, + 0.8421612414553976, + 0.5018840821480546, + -1.0556630350810876, + -1.7815357710903599, + 0.06162893297317031, + -0.9639664626127011, + -0.2813475028034465, + 0.5927512451898347, + 0.787480786471314, + 0.5290455716048195, + 0.31407296612490554, + -2.280097168501507, + -0.5510837171082377, + -0.0029080366266082845, + 0.279454232930326, + -2.5085463314710363, + 0.21686821935255937, + -1.0474257361267068, + -1.6142275294274184, + 0.605790357200776, + -0.23279363802763048, + 0.3513442528049276, + 0.5855242836179707, + 1.0869743713355626, + -1.0063890281096435, + -0.22079776486241617, + -0.3661751716396987, + 0.6603909936918769, + -0.3222843041858351, + -1.2902239388868197, + 1.1630228776127671, + -0.4493095724318855, + 0.7945000372503358, + 1.4070462584715888, + -0.4226564233335615, + 0.88413286382619, + 0.8401309922109552, + 0.5095577594113225, + -0.6041670532095025, + 1.1652969297169666, + -1.0235274766984734, + 0.16986245420439833, + -0.1941789268815446, + -0.2158220005490168, + 0.0059558760157559995, + 0.7728208246404004, + 0.053444123794990576, + -0.16276134971540004, + 0.6091401160421915, + 0.12294294706535923, + -0.00928618724385723, + 0.04679526301578657, + 0.06902341816243693, + 0.23245706349565867, + 0.18424889659451266, + 1.1261731814285247, + -0.10844569995207512, + 0.04508288460527168, + -1.137379852874817, + 0.8310024016246903, + -3.089409923972046, + -1.5735149351125108, + 0.4154505096298221, + -0.11078964200475233, + -0.26078463174406114, + 2.0019502285724817, + 0.7926109908344827, + 0.21723181602470715, + 0.08358584338151044, + 1.8212116054858976, + 0.24596921117719198, + -0.25949842244421595, + 0.2209965559372771, + -0.1906467182729716, + -0.010449113017181239, + 1.4121848564718422, + -0.12705406858281276, + 1.0512204122957347, + -1.7540480882673082, + 0.997660966901988, + 0.5427384969937823, + 1.0759439552868235, + -0.13420839650984806, + 1.1286667047652967, + 1.8131730631808762, + -0.4787200830023954, + -1.5807504492626332, + 0.5789761238364416, + 1.3747128873365415, + -0.03382893213582845, + -0.11780946246627094, + 0.07528192421203148, + -1.7873487022951973, + 0.3325903926570468, + -1.1892778996501998, + -0.9851687609710975, + 0.7697970330847712, + -1.5676318800867084, + 0.9135019741451198, + -0.4583854430589466, + -3.226226088844493, + -1.326903723904172, + -0.8603330965067435, + -0.7352064854705116, + -1.5101806734656764, + -1.2933568373965172, + 2.1967757564001236, + 0.20670003056898548, + -0.6316905982026993, + -0.7366149168117653, + -1.80739792390268, + 0.6855484237320532, + 1.717227584514308, + 0.2916100958630342, + 1.1998125956338164, + -1.6566317198266647, + 0.14172796645287095, + -1.0317933723242405, + 1.3564132083348661, + -1.619827211393582, + -1.4761236531300042, + -2.15838701296341, + 0.07253592844273331, + 1.0052556794611693, + 0.43738029239367887, + -0.006028026412208145, + -2.122224354472657, + 1.343842931668524, + -1.2808175310444792, + -0.6904848499188598, + -0.48544419368001074, + 0.46989828511007575, + 0.6047476569217035, + 0.22865709222381875, + 1.080286033660106, + 1.129334131379998, + 1.2808716949509822, + 0.35385274815515855, + 0.7388722055739626, + -0.321608869228086, + 2.198597176004228, + -1.3401958594248047, + -1.9040188384525172, + 1.460883206850954, + -0.39900419912781876, + -0.019007646057530747, + -0.6333488107560803, + 0.42975119238892256, + -0.9177356352555899, + 0.6159857327056292, + 0.40678778058172366, + 0.22627432859375, + -0.9133448856158563, + 0.24912632479048125, + -0.024979474667671024, + 0.06947101763246731, + 0.8013505652899355, + 1.655141917509989, + 0.700958828438529, + 0.04067258501333951, + 1.2258670223932489, + -0.7350602687329483, + -0.623570692296365, + -1.230689053191163, + -1.052456464185574, + 0.07403676779966177, + -1.1865731986310948, + -0.11995584211197663, + 1.1861544684134278, + -1.575469875370576, + 0.925531458753956, + 0.8079581140638813, + -2.9900037941910593, + -0.22046227593877205, + -0.2929770528802615, + -1.1700305897368246, + 1.1986455973131402, + 1.3936067522397577, + 1.5560134051400443, + 0.3593124480093601, + 1.1731166387753647, + -0.3443276205908674, + -0.11442879370861461, + 0.6730521712112034, + 0.07081317059507612, + -0.4700521937848183, + 0.33115307189450327, + -0.025582491311569634, + -0.3513862116083, + -0.7869119820847221, + 0.41838919076633463, + 1.062026726871243, + 1.2685122918991443, + 0.6729443833571468, + -0.1643962944544654, + 1.0699433206035434, + -2.121197850014772, + -0.5707577242394537, + -0.27476715696245724, + 1.7366935987583592, + 0.5490080352937945, + 0.4691991068963436, + 0.11261680389999186, + 0.1990256491413918, + 0.20571766756420135, + 1.2002863322153963, + 2.170442033603951, + 0.3737338876121459, + -1.2350072158126995, + 0.03496764974828926, + 0.02378505955560155, + -0.975063497654402, + -1.134841456143843, + -0.10355740717031134, + -0.6764377794064967, + 1.4745865823286028, + 1.21414119399155, + -0.03280607286295803, + -0.26891014923668094, + -0.2818641277518965, + -0.516247029763856, + 0.20763054099836167, + -0.4169185515652276, + -0.8864940768600882, + -0.930869780422157, + 1.6304567116301545, + 2.145799162437803, + -0.9842398339781621, + 1.0091544571439075, + -0.5322520636604853, + -0.9375382920248606, + -0.40651274373887814, + -1.186779907176445, + -0.6816692618139726, + 2.2547180073705992, + -0.8356718342589887, + 0.8759260212733949, + -0.12608470498721777, + -0.047389182271727656, + -2.042346440793698, + -2.288398709953951, + -1.7656435684901541, + -0.7460836117824896, + 0.907712299323502, + -1.4583079946006754, + -1.0136648623359663, + -0.5818641846066387, + 1.4322569180612177, + 0.28650463621605354, + -0.3072933425384765, + -0.9532805812862812, + -1.0586008144691326, + 0.5263956240938801, + 0.45321489600575054, + 0.00030045866170924564, + -0.9314763073470077, + 0.6317020466853251, + -0.32536041722844056, + -0.9019315450387299, + -1.2318510231721054, + -1.0989749031084497, + -1.8706230339456125, + 1.418311021358868, + 0.5683109992429135, + -1.2785929650436008, + 0.8936142226186573, + -0.046674822774487666, + 2.374184952432659, + -1.2211093108085505, + -0.4608309946514668, + -1.0249671888981366, + -0.46793967703830885, + -0.7299391035038225, + 0.8966803998004105, + -2.0629890327155773, + 0.05761430564353918, + -0.5829743894626267, + -0.6659687343918288, + 0.33517824189140394, + 0.840232451977315, + -0.03770446214944923, + -0.7429642610453226, + 0.17038379545083118, + -0.7832290486234488, + 0.05743384587132267, + -1.5120854799988028, + -0.5203004922783824, + 0.5807999781708583, + -1.4440538023054368, + 0.7275080798865834, + -1.5942581656699035, + -0.41202251460467465, + 0.35202920511886115, + 0.09611665745926766, + 0.05412600565134913, + 0.744650710461864, + -1.5912752008338693, + 0.00521187426490243, + -1.799847452519347, + 1.249126661579963, + 0.27564658718397733, + -0.6561758670484155, + 0.2985827580946967, + -1.098667449341162, + -2.1078266343221577, + -1.9514680626595882, + 0.7016928608667823, + -0.9225734249457598, + -0.7714227397010467, + 0.6665921960336381, + 0.21111033174531657, + 1.1541138239118731, + 0.7179319215695678, + 0.14426600245981072, + -0.7426553793147868, + -0.5019076721151926, + 0.044809202621872914, + 0.5726206664532542, + -1.5930564654355115, + 1.703355868396573, + -0.9926187373690424, + 0.49009880332574435, + 0.15575697738579186, + -0.4573742886795566, + 0.5288415192267052, + -1.336990702782118, + -0.2672056292697843, + -0.06751855336562555, + 0.0981570424617647, + 0.2357015649818693, + 0.156110993345277, + -0.9179767719344067, + 1.0267500972517982, + 1.5796950180796818, + -2.4013231806827693, + -0.3442655673874536, + 2.127589490788389, + 1.5655440542691792, + -0.616212369865689, + -1.6161540027720545, + -0.4244182829341276, + -1.284869937861118, + 0.7545488733462057, + -2.0496059735397445, + 0.49170873712823143, + -0.12351580598884351, + -0.4751989451092351, + 0.6770117895049618, + 0.6712222434733244, + -0.9669950772809723, + -1.0229838020206077, + 0.032044381640515755, + -1.95163100714403, + 1.2440995739113594, + 0.05021769853985331, + 0.38640261959248823, + 1.5270408172916794, + 0.1642344916546141, + -0.8132151439657708, + -0.8258363944922666, + 0.09836431216187101, + 2.008707752499845, + 0.05186188253568612, + -2.3517203676786784, + -0.46347217332151996, + -0.46228888164259624, + -0.2521423709543482, + 1.82804273402264, + 0.06776959316118332, + 0.16517984686865553, + -0.06257212496591677, + 1.9753506220677401, + 0.6348292890593978, + -1.1756199293100063, + -0.2546716330161011, + 0.5285817044416693, + -1.0842694060875593, + 1.2198476020183362, + -1.0716562083365078, + -0.5619301569314685, + 0.6694712849841697, + -0.2475286544329285, + -0.17020642469197161, + 1.3494064931204972, + 0.08841717892348054, + 0.4682069067823404, + 1.2727025349358105, + 0.7401594194295166, + -1.4841886746268833, + 0.5637591708765803, + 1.3194357735822961, + -0.16338489433587564, + 1.4398646527702197, + -2.5155834265998, + -2.0765301844634045, + -0.12428700613574212, + 0.1948692182555525, + 0.979287111579786, + 0.10113433259696546, + -0.1435358458355156, + 1.2488742498124032, + -0.9236172549486983, + -0.31107637244267433, + -0.13866863639425323, + -1.5047756018309515, + -0.36169668374850067, + -1.1459056970955785, + -1.4289777187396224, + -0.6361908113747541, + -0.1068317160180762, + -0.3524589397374695, + 1.5464676463907125, + 0.1658401239505718, + -1.1187104167657185, + 1.3739050167051108, + 0.2796047830439339, + -1.2977937781260755, + -2.721931452401144, + 1.3693462886422203, + -1.151220792568496, + -0.5358761764349447, + -0.46387682337375347, + -0.33929016275863705, + 0.6678601077079072, + -0.5463245297085898, + -0.14220764276458342, + 0.3592902550339793, + -0.43063084645782573, + -1.7661866179828087, + -1.1977199760388655, + -0.6373044202019276, + -0.8324911776073158, + 0.6057428553029903, + 0.32810494519287814, + -1.2103588294582603, + 0.14338726255935538, + 1.116725085037691, + -0.165150325227059, + 1.613306382541475, + 1.100249347067434, + 0.27616134299136613, + 0.21157017311540927, + -0.35672012084994936, + -0.21318675142804824, + 0.3191538432912486, + -1.876294339247232, + 1.0662687086488756, + 0.855336653627708, + 0.23962271839792487, + -1.1874071352051312, + -0.4425396596447345, + 2.072165328622335, + 0.5579341634437875, + 2.7757408086194855, + -1.5750536772046604, + 1.1547678622720212, + 0.7310825636201357, + -0.526014218452657, + 0.5074448200076943, + 1.4935505436338312, + -0.2091485612215979, + -1.1782078501429387, + -0.5790794233585703, + 0.18108370161533444, + -1.1080135822157886, + 0.5907289058452816, + 0.3568973307005985, + -1.3327785357506219, + -0.48780541337909195, + 0.9624595869768758, + 1.3296279736983587, + 0.8029817852463802, + 0.5316852216935998, + -0.7776551427522015, + -0.6290213051734375, + -0.5927858758956109, + 0.3131974501537267, + -0.964320210656333, + -0.8028698975702708, + -0.676955891357226, + -0.5801189942388966, + -1.1371866564242559, + -0.8323793691230501, + -1.6852321785029498, + -0.44186566201080185, + -0.8207574165723108, + -1.4033157239340426, + 0.0033244481316156, + -0.2051877950334338, + -0.18992548982343668, + -0.9405097294953602, + -1.7685278899846864, + -0.28168505349087486, + 0.4621797207925424, + -1.4533313343755119, + 1.0664305029858199, + 0.6343756106396303, + 1.6442331507366232, + 0.06837587263033407, + 0.1785552108038894, + -2.279314717634037, + -0.8545762681098558, + -1.5380283692612404, + 0.0573747779075448, + -0.3944348769168479, + -0.85420917785482, + -0.6707847300708135, + 1.1681158591525613, + -0.9624847318376797, + -0.15678411059620426, + -0.21883849936138178, + -0.00321519262445048, + -2.805337433303208, + 1.264008652502782, + 0.8469519016807132, + -0.8067243205388654, + 0.5703049837482929, + 0.6891502302372249, + 1.376350712087211, + -0.9685797135267091, + -0.24579993508932135, + -0.12195753846794605, + 0.8593212127147716, + 0.758908500343367, + 0.23994478615937959, + 0.49670819021255397, + -1.4466200379174268, + -0.40926893474790516, + 1.2116937457283867, + 0.08743329426887689, + 0.37979776270061083, + -1.3719686236270636, + 0.1207123015750064, + 1.0204454690130833, + -0.7469948131496607, + 0.747417495571481, + -0.3912907056724908, + 0.36878619395944967, + -0.3562409891728639, + -1.1514819556745188, + -0.5200453771470636, + 0.6151670674250921, + 0.8101596238660228, + 0.06853581365379507, + -0.7231258946974108, + 0.9064831280154622, + -0.6526202879489751, + -0.7277294870746643, + -0.9836124832994989, + 0.11376925134043532, + -1.4033705378324453, + -0.6682967834228054, + -0.3599991874844566, + -1.7484877153886849, + -2.428260342819177, + -0.6612049751570662, + 0.6091883135844165, + -1.389009421942096, + -0.8857040685978755, + 0.5579642882485495, + 0.5541663100782455, + 0.10183462513362597, + 0.5229011150447408, + 1.1136026695075754, + -0.216774825199468, + 0.4366618098972441, + 1.5293165375909388, + -0.22023377349476073, + -1.6007993787981165, + 0.7734568288983465, + 0.4787975397724239, + 0.5568256068698563, + 1.028930873610162, + -0.1321168422889905, + 0.42251977245410766, + -0.2993082685883625, + 0.8731825195947162, + 0.4368900997948162, + -0.04720253432750041, + 0.6503847582259173, + -1.103589912186316, + 0.06175167257727457, + -0.05490453581130168, + -0.9021448068959388, + -0.4918815988020645, + 0.09099966424972862, + 0.795305054772287, + 0.8610118591559695, + -0.41393404420483965, + 0.7334456023838495, + 0.37266682817390334, + 1.945230467166803, + -0.7326613566424817, + 1.4864109715990081, + -0.4659214908780936, + -1.8288450110068228, + -0.32957817916273857, + 1.753400541631556, + -0.6358288474482499, + -1.4977733390883838, + 0.44946013086724484, + -1.0124432131031096, + -0.34229049386555455, + 0.27629583711558753, + -0.05693926519173046, + -1.9481081981146744, + -1.1222272969558347, + 0.1857094632254287, + -2.2187517181701675, + -1.2610530206115615, + 1.2296992189143765, + 0.4084742304629152, + -1.4201411830479502, + -0.5421421339958938, + 0.20585195684309446, + -0.7620452313059577, + 0.42850530578778473, + 1.06322930364255, + 1.152906001822912, + -0.8663523900184512, + 0.8783091415505014, + 0.5153433422754398, + 0.55563658908733, + 0.09407253621478115, + -1.326797951265951, + 0.5183201044560322, + -0.1373300677321747, + -0.9064063403260108, + 1.7593734573633921, + 0.42919808439677787, + 0.009913948413471473, + 0.2226072378002426, + 0.024628787669044125, + -0.566236219096078, + 0.10263548780038485, + 1.5784470456040016, + 0.11251304207675186, + -0.23606686770195726, + 0.6118565409042775, + -0.5240024760038356, + -1.689001049098626, + 0.08431294801279667, + -0.6444171168582288, + -0.19100228868624777, + -0.5789580094417743, + -0.09181858703095919, + -1.746699365493926, + 0.569568635592728, + -1.8776329329260744, + 0.856185611728892, + 1.6437685379210598, + -1.7731676374082297, + -2.9373509391253356, + -0.3178448971507512, + -0.2560932249563419, + 0.13051266258484887, + -2.0908186958026893, + -0.18190079043842367, + -0.6993657108542798, + 0.15800858248269004, + -0.16031300576645438, + -0.05623321464809281, + -0.7441199046724036, + -0.29112004759585886, + -0.5280357600311153, + -0.7131243103767784, + 0.4098176539354182, + 0.5299689065479641, + 0.16432102882699953, + -2.1960621399509637, + 0.6023561983543946, + -0.9851376195082141, + 0.10044935577872705, + 1.845530329514768, + 0.5036007306802335, + -0.13491599974344579, + -1.2267766765629815, + 0.264401448190701, + 1.6270583992397414, + 0.6426809909225357, + 1.2394366209038015, + -0.03146283998342771, + -0.2955188215432203, + -1.6587178632245791, + -1.060268827031422, + 0.4901247824553533, + 0.40100203904540177, + 0.5140640540895599, + 0.04971273218290048, + 0.34530281525605017, + -1.130326142243354, + 0.5481497305053499, + 1.7706756182234515, + -1.5744115388155158, + -0.33803705527552147, + 0.08743581852639629, + -0.16414421552803826, + -1.7223537959950024, + -0.6100661508322899, + 1.0303538760730662, + -0.5633650792742437, + 0.7019819957937754, + 0.36077140833370736, + -0.03133448682029224, + -0.3955161147397013, + 0.8197163864602145, + 0.1445357280921311, + 1.8685404585806384, + 0.7869720518726891, + -0.5342109339702439, + -0.06949616326618868, + -1.2029453266975652, + -0.8910926619652619, + 0.5264702719040841, + -0.2831309370672519, + 1.161610056926043, + 2.302992439215633, + 0.807791868095528, + -0.09742581283921564, + 0.7096016071474891, + 2.0108185909831606, + -0.9158266510973928, + 0.9529170218158922, + -1.0324461211218166, + 0.006455172578117714, + -1.4264118942477904, + 0.5327795793401041, + -1.3578793828688354, + 0.37422529212674066, + -0.7456502677838741, + -0.37541901078326656, + 0.47650197649082826, + -0.8210844858092022, + -0.6170511631569262, + -0.9850466147896111, + -0.03850253526245655, + -0.3483406567573038, + 0.6426110768613056, + 0.4698810145672627, + 0.07214913432211274, + 0.6495128575916711, + 0.4623727910194467, + -2.3406685606919666, + -0.025837258333842202, + -1.080416865027835, + -1.0021715174882395, + -1.3932567759091417, + -0.2743904766153413, + -0.26817097671916673, + 0.7376949428170323, + 1.2792520391607811, + -0.5765727167374669, + -0.7480531325662798, + -0.4665078101999561, + 0.29822144993220906, + -1.6499685026970294, + -0.7264116447318087, + 0.08339504423477709, + -0.6241909248323873, + 0.2710439647268283, + -0.4961891095952225, + -0.34624644583242764, + -1.0733918501663782, + 2.0268201264378245, + -1.6734670922477055, + -2.148932170735877, + -1.586223231132763, + 0.9929729925159733, + -0.2955092451246259, + -1.1483643931577197, + -0.20966545425460043, + 2.1007807380082144, + -0.2676166793807374, + 1.6214800465603947, + 0.2289473997090025, + -0.608115494494798, + -0.7009087383745303, + 0.4204782607700765, + -1.015244753865472, + 0.5099197952103379, + -1.1161201786791426, + -0.03158175115836043, + -1.1004146186722596, + -1.0241388541556444, + 0.20227704279576933, + -0.3499434379072782, + 0.37930714883132516, + 0.4299994402644672, + 0.5042450517689152, + 1.699301848728386, + -1.4248907732277094, + 3.0685075711539103, + 0.6883022484879601, + 1.9919955599147185, + -0.7185120133293635, + -1.0007885236276965, + -0.9525498283994472, + 0.7076736188988415, + 1.2749167385145848, + -0.2912778431688519, + -1.5752465387549224, + -0.7895255956002489, + -1.2917040915108573, + 0.6616374640142615, + -0.820074416185713, + 2.1475059300670107, + -0.8878113782032477, + 0.16428673045216646, + -1.3181161011282179, + 1.5969798426899904, + -0.018927288014129264, + -2.891520224296687, + -0.955780292340427, + 0.5016555453362243, + 0.225177257528257, + 1.418770989859926, + -0.45795661063309023, + 0.8309103483990887, + 0.5475342462914256, + -0.20041538522368357, + 0.8912181329016352, + 0.23925268948399944, + -0.11718912322477447, + 0.46189460294037027, + 0.6604687855241369, + 0.9630135575895742, + 2.5025231581355643, + 1.4516683637637031, + -1.2027414938800611, + -1.2167675226493797, + -0.4843481036303, + 0.13034433656438774, + -0.4745847226042617, + -0.8289219430382794, + -0.37600667472246657, + 0.13973456246756974, + 0.2643076186401128, + 0.05347493356942831, + 0.7255831781316063, + -0.5014342240802705, + -0.05997102332214167, + -0.9113203952549026, + -0.3604417205333402, + -0.12900818486613208, + 0.5541299902712625, + 0.5265558048152784, + -0.8108984527099371, + -0.87856097689691, + -0.47598407172671836, + 0.05290808432561691, + -2.0055611709985497, + 1.041201048224508, + 0.3923114066512845, + -1.9464733730947181, + 1.6106052864372011, + -0.5036381114560663, + -0.29565854272937225, + -0.5515033471510389, + -0.3669852922698378, + 0.44779914797233883, + 0.2875233239320587, + -0.007633006915524082, + -0.7732828871140138, + 0.771386070926878, + 0.11588377970211279, + 0.3835366040229706, + 1.2648493066415094, + -1.6087169637669143, + 0.5339249024378155, + -1.397185140414487, + -2.2796204327505682, + -0.5265854053776017, + -1.2729776716747339, + 0.8608486381324314, + 1.1669039900237066, + 0.37800418462877405, + 0.692610207955682, + -0.9313481729737801, + -0.4224919429178033, + -0.7136273336880029, + -0.37693567588987287, + 0.4423769563558404, + -0.5063424509547628, + -1.1615574946720262, + -0.8375974774808822, + -0.30702358979834204, + -1.2973402712716087, + -0.16171402097524296, + 0.34138757170573386, + 0.6389323365862777, + 0.44088461938808926, + -0.5979946687824645, + 0.5548245448972176, + 1.42413576799743, + 0.4032943403215194, + -0.5289809845967952, + -0.8492264126743879, + -0.9498664908552031, + 2.172954540475958, + -0.27536724214667985, + -1.137531569437183, + -0.5294818925468453, + 0.03144523604279453, + 1.1072158533849432, + -1.3241795800729688, + -1.140441577137326, + 0.11528353789182004, + -0.25511358176976384, + 0.13663973726270673, + 0.6804206829560663, + -0.11565734341376326, + 0.8470294898400321, + -1.2259997986306643, + 2.007872895146524, + -1.9158916176990488, + -0.3656988406063435, + -1.0626297009309278, + 1.7840804798253078, + -0.5050643578755655, + 2.247424149826386, + -1.0213549689101589, + -0.02258454955048544, + 0.6407901299643298, + 0.5403985358109266, + -0.0056623523340676805, + -1.4310870688309356, + -0.0991949067823186, + -1.809953670253701, + -0.16964297118623994, + -0.43424894972038497, + 2.133739892678027, + -1.0008702475387765, + -1.1598742271225262, + 0.34220399750092084, + -0.9334243339092413, + -0.5647651211011357, + 1.4999345577621865, + -1.0889316062509415, + -0.2042248342337187, + -0.5841293596418714, + -0.8589741636896845, + -1.8130943899820202, + -0.8710740632990127, + -0.22238185760648746, + -0.34791022268878574, + 0.6109120300099605, + -0.44443053158304296, + 0.8697161126094171, + -2.424211410699091, + -0.717191480604265, + 1.2519184872236482, + 1.641093555461381, + -0.24201299841003548, + -0.31447023508255234, + -0.4069963142006212, + 0.35027963068400464, + -0.4637879295727473, + 0.8321817924475756, + 0.6535399180813259, + 0.18916572391264733, + 0.8272662252406786, + 0.6300496725776442, + 0.41909060831789935, + -0.4714660722892458, + -0.8808769113795121, + -0.36785787787898194, + -0.0056294715204414925, + -0.32407209915539303, + 0.6929275425033401, + -1.715300696432534, + 0.14957790941491142, + 0.16227515684736316, + 1.6751718216671614, + -0.9606899433521996, + -0.307812287904811, + 1.496861196422999, + 1.4328261015022448, + -0.03571701203291173, + 0.026502826350628332, + -0.30710786232006676, + 1.2245493666316862, + -1.721373240386961, + 1.2049664336912065, + -1.8417216985823595, + 0.01575473160331279, + 1.6013863944733642, + 0.5478489689664521, + 0.45572033327537836, + 0.6096247540337526, + -0.3450658758472732, + 0.01210323909127293, + -0.8427861780624585, + 0.9587034146214729, + -1.5411202783204743, + -0.8543775483969585, + -0.8951068018577469, + -0.6083699470299654, + -0.5627767940449256, + -0.13630913735609018, + 0.5980569252049183, + -0.6949246963744458, + 0.5944848980087195, + -1.1796047908473268, + -1.0985442994299421, + -0.4321204185804186, + 1.832577691214029, + -0.1912346165429575, + -0.8317137401837026, + -0.6188852907576584, + 2.1670191433657027, + 1.5155742332608804, + -0.8907559529047654, + 1.0326560582031241, + 1.6034596864624946, + 0.13136725028402874, + -0.456667817930922, + -0.8368816911022574, + 1.077212413795743, + 3.099951082743989, + -0.5006824258458898, + 0.072382762467035, + -1.1192044504712577, + -0.40389547140717896, + 0.43927845544828775, + 1.140548369795652, + -1.6815075932252173, + -0.07979694429355236, + -1.0980856050756072, + 1.2141246414243307, + -1.6629025550696763, + 0.005620650661632075, + 0.8496132031540706, + 1.013042871181882, + 2.2056321772478293, + 0.5784076749494614, + 0.6222431869403616, + -0.36141966431433026, + 1.1213628795392143, + -1.0226872362072594, + -0.37897787321613935, + -0.22684609600090863, + -2.442542918778154, + 0.9229442749690128, + 0.7760090110714969, + -1.6591664918225313, + -0.22459324026544283, + 1.8799358243258963, + 0.38799976422702676, + 0.3512447104233033, + 1.8744503973627382, + -1.8160940965781405, + -1.061838381697251, + -0.917962887609124, + -1.4057741120984353, + 0.9805324866140913, + 0.315742499054216, + 0.4396285198254584, + 0.7373336165838095, + -0.29124752797962516, + -0.12042665593608494, + 1.37180046369098, + 0.20532874504427356, + -0.5088505630578298, + 1.6774884826811112, + -1.731652379423978, + -1.7036584921412743, + -0.7481666816222899, + 0.11099389164384577, + -0.5658134862023685, + 0.289882872918882, + -1.518739158477653, + 0.5182561477972868, + -0.11606476651706861, + 0.1942840591601124, + 0.05661413792693233, + -1.570699480910179, + 1.516155061852459, + -0.4101579716633633, + 0.28851717854189696, + 1.5239987559668136, + -0.10186550326156048, + -0.3244979375349559, + -0.5967450279841529, + 1.1767667930740326, + 0.9813948277704233, + -0.5430520823535808, + 0.4531877709062136, + 0.47798327507335675, + 1.3928482619181126, + 1.316064993427964, + 1.7509004326352824, + 0.8620919307083316, + 0.4335615513372846, + -0.47399658431496894, + -1.201004690128941, + -0.12898754190962172, + 1.950104607812737, + 0.4073315001687368, + 0.5672019374849274, + 0.4600546037459424, + -1.065559983299464, + 0.41206239623178237, + -0.3635308522325873, + 0.39636272625430935, + -0.9027804830754502, + 0.5632302710439894, + -0.17111324188533641, + 0.0698501819237019, + 0.1532263604466406, + -1.1695784360958095, + -0.8158564840381348, + -1.4609541678838678, + 0.4516319131151998, + -0.6243841847470861, + 1.005093885641113, + 2.1292486098904337, + -0.569930141648342, + -1.0138480462907784, + 1.2070272563889646, + -0.29724474089127834, + 0.8060901502069179, + 0.7518514487023917, + 0.3261548864167029, + 1.0141675689654062, + -1.8927559186483105, + 0.3341134599608, + 0.1478952031140691, + 0.4544083448517801, + 0.5247919011231175, + 0.21960431671381722, + -0.5571480658692214, + 0.7028848409550513, + 1.0674106660771034, + -2.158452320629399, + 0.5300269036363999, + 0.7351438724812981, + -1.5940159980434874, + -0.6535474823627986, + 0.20047778797940632, + 0.8386590514366977, + 0.441998638996342, + 0.6784423187252567, + 0.7441369679233941, + 0.9274412908265425, + 0.5473420818609567, + 0.915484565641014, + -0.42972905517234466, + -0.6287213976583652, + -0.06313486638541792, + -1.1994941076871084, + -1.5348194237280737, + -0.34348146242990507, + -0.8410711811736344, + -0.44642054770946843, + 1.9776214565708043, + 1.7240656376172443, + 0.6864444628405775, + 0.40549601574101657, + 0.26832711279193994, + -0.44730814509264416, + -1.3223536331931431, + 0.9897329470422898, + -2.977850159558996, + -0.3282047223526958, + -0.9488414762276793, + -0.2518007830347758, + -1.5898467795521973, + -1.850670216120034, + 2.133682468841307, + -0.9910050180758214, + -0.8173383777206117, + -0.8938412863457025, + 1.406346588099428, + -0.13713031969794584, + -0.9167073469545937, + 0.8753653712632775, + 1.254889454672839, + 0.07769511580092214, + 0.8924948740075975, + 1.4976594443653979, + -0.5021495432159139, + 1.2675698938486035, + -1.5666427933772034, + -0.7740373340977654, + 0.8466789881069882, + -0.8314833642974454, + -1.065587897129308, + -1.3778200591555325, + 0.5331506627471642, + -0.03931336516241109, + 0.4609098548472299, + -0.43092306596943736, + 1.3852737943542852, + 0.32217724974075423, + 0.9188950079287681, + 0.8874192892848933, + 0.7202235620689719, + 0.7554744581435756, + 1.380859903671902, + -0.048997013441322346, + 0.5337744881532909, + -0.25343318684953103, + 0.18099631635176838, + 0.988698743734577, + 0.5461234318919097, + -0.48726294866286624, + 1.0373223611141196, + 0.0677616899040391, + 0.9225592704722249, + -1.3681988187662337, + -0.7680549984521698, + -0.3985628902339448, + -1.301727992500508, + 1.5732081008995131, + 1.0839019419343177, + -0.4964865429463528, + 1.8751675679150228, + -1.59903485879328, + 0.14587700458770253, + 0.1032627034660849, + -0.8726958846607209, + 1.7003655433873563, + 0.5850448651006193, + 0.7594044750507727, + -0.29674119739538374, + 1.6223277629805446, + 1.1744369590545927, + 1.410284452683602, + -1.3661724601721699, + -2.7399056250053864, + -0.11725754037939025, + 0.3066769997421972, + 0.6577941204724461, + 0.7968975461894001, + 1.0383628060063081, + 0.936869071956942, + -0.0716556407880271, + 0.492641166183595, + 1.1341625139428433, + 1.9939813464152676, + 2.490515777507567, + 0.6915375460597729, + -0.11837748740927148, + 0.5733786003915552, + -1.1511757089214472, + -1.2572438114814943, + 1.3631015518416447, + -1.3507725462516191, + -1.3881660090052503, + 0.3387350055466564, + 0.033407770616035906, + 1.8131461269264209, + -0.12098414406271107, + -1.750641782113319, + -0.35387846177579085, + 0.7241998370091444, + 0.5316235558527933, + -0.25624075989122397, + 0.1299513690966119, + -0.2716515219354984, + -0.34082022679848817, + 0.06870559416767139, + 0.17064672637618394, + -0.8383575441490109, + -0.24371053510472365, + -1.0645442634006066, + 0.00995094174221775, + 0.38298706171177405, + -0.24401516882763621, + -0.6261407044353491, + 0.7012203376785195, + -0.6042492790007508, + -0.7833128230048391, + 0.5207604863982661, + -0.9260040002569128, + 0.02338610650984015, + 0.11288266840652512, + 0.7152664813071424, + -0.8547559961721879, + 0.9324144819875656, + -0.46538818127765164, + 0.939631015742689, + 0.015116742649300501, + -0.7626936347431037, + 1.647927870616195, + -0.5393085715543434, + -1.1773034416649615, + 0.31870854038025376, + 0.7032002987508367, + 0.1033613961941261, + 0.3405774871055298, + 1.2661074337977964, + 0.6447124899119898, + 0.7165839556894967, + -1.9547606770377768, + 0.7199814435672353, + -0.5037791843967552, + -1.2813814912401855, + -1.106085336483789, + 0.7795722250484172, + -0.9325161792476553, + -2.330726943864304, + -1.5337394838904377, + 0.390965127017727, + -0.784845929785502, + 0.397164690470778, + 0.9784524241270699, + -0.10112443426502604, + 0.24552165741995913, + 0.08570384771490135, + 0.09718968377541307, + 0.6398243502303886, + -0.454951764517443, + -0.766517043079001, + 1.198483116901489, + 0.23274691421766533, + 1.614482782318299, + 1.6865954960592597, + -2.54265410425726, + -0.941483633896152, + 0.04178841321269047, + 0.526768507625132, + 1.0295834149878584, + -0.10833353872707181, + -0.6233357964342932, + -0.6210095563277412, + 1.456343256497794, + -0.9834978036297198, + 0.31066039365303527, + 0.5984312242911091, + 1.0262741606610155, + -1.625521035725288, + -0.7610389457848749, + -1.7696785823434202, + -0.8124174912989035, + 0.20233118201583863, + -1.6057136567848431, + 0.4699499659578882, + -1.5421765146586082, + -1.4220533027754771, + 2.821999328542228, + 0.19405296490416904, + 0.5362500268811834, + -0.8878453203141379, + 0.3305079652402118, + -0.05375200389069026, + 1.864140816034777, + -0.8841659102090864, + -0.7994778150426283, + -0.5191811077159398, + 0.6552846503371129, + 0.39540041835124645, + -0.1555732984381986, + 1.0087566924079143, + 0.33043098325088915, + -0.46864598338408203, + 0.7042138216746409, + -0.3821162186988782, + -1.0051855146064312, + 0.9353066683304077, + 0.27957641663414184, + 0.4417594651121331, + -0.49059603612443514, + 1.314920618317718, + 1.0924829385817503, + 0.25566705700340375, + 0.4283301424318525, + 0.5975337125850152, + 1.1718823658779018, + -1.413246684219745, + -0.4911056012339591, + -1.3573711539043212, + -0.7327145679975005, + 0.5543353120986949, + -1.6432649994323865, + 1.8636159836793726, + -1.8569749589150155, + 0.9781557366180208, + -0.5411698202210644, + 1.549054136697929, + 0.22573068991376646, + 1.8691148728903588, + 0.04495812709028237, + 2.178205865343201, + 0.0404753245410639, + 1.2925484497514679, + -0.5782811588042007, + -0.9936264875796437, + -1.0823751467697806, + -0.6510714588317601, + -0.31578183743293636, + -1.2961750329302975, + 0.0038355456125969585, + 2.5077541090894417, + -0.4423067202692375, + -0.35115749281928005, + -0.4123636957910052, + -0.7934222070967194, + 0.7784910179027039, + -0.5632820083527412, + 0.2911063393687435, + 0.6086827181975795, + 0.2327428094477023, + -0.9210264572725521, + 0.7130204375918922, + -0.9510130815163947, + -0.05158031262120074, + -1.17216282417391, + -0.8774096758385559, + 0.6605647959499922, + -1.2746424005147499, + 1.7639800305909397, + -1.8105649001200759, + 0.476381348219896, + 0.3190037311349505, + 0.8387342309942356, + -0.982736866018452, + -1.1658259388937748, + 0.06882878645648118, + -0.8362085906379935, + -1.382157583274095, + -0.6592167769293876, + 0.27761159104612054, + -0.032820454543079816, + 0.22579854518569553, + 2.5311947188916255, + 0.6219182704836128, + 0.5481047767518288, + -1.0823049970644998, + 1.416390189923514, + 0.13833654663868272, + -1.2502855951219305, + -0.21899721491735263, + -0.16259363662504142, + 0.1299817207499862, + 1.6508564117152371, + -1.047262996988722, + 0.1117098780871508, + 1.8739625655860745, + -0.8547531681251314, + -0.31017106854389614, + -2.066548248525706, + -1.7289000802261072, + -1.0042129033298686, + 0.2191262413137287, + 0.5790393214164786, + -0.14917527467701328, + 0.35090998964351455, + -0.4507813311752344, + -0.013372554777349784, + 0.061204209504022535, + -1.68433507723016, + 0.33405808734676706, + -0.6719076835611636, + -0.8002469369014786, + -0.46017909325658446, + -0.48382904231923424, + -1.9341923620545343, + 1.1115278791751102, + -0.912238435799676, + -0.5219287995419346, + -0.8032943127401154, + 1.124045677647507, + -0.5122585156087144, + 1.3001470292724162, + -0.3150420087200201, + 0.37108142991210763, + 0.1824853190956301, + -0.8233265461109123, + -0.9540607373724406, + -0.07637956833353739, + -2.051075727583731, + 0.1467483399311695, + -0.7445146863500834, + -2.5377884364282184, + -0.10842322199343657, + 0.0019820273832051724, + 0.5889775549627152, + -0.07708860060175253, + 1.6703699252004616, + -0.30401599955444, + 1.334998648234055, + -1.6766336817054448, + 0.2366199725883504, + 1.3686474718507113, + 0.45119665767332057, + 0.7450622236367689, + -0.13424097797986834, + 0.9769963214991769, + -0.4794928536631909, + -0.98898541132267, + -0.6139642866434041, + -1.7188272737361812, + -1.6241135879471809, + 0.7569619178007424, + 0.017130406977330006, + -0.5034747370244711, + -0.7438050526107883, + -0.11091212739860858, + -1.8770736547526752, + 0.11967880980829324, + 1.3468110536761566, + -0.21540098252248738, + 0.7132347683118139, + 0.8610989277462817, + -0.33730530346801535, + -0.6899155616330701, + 0.05485384406568167, + 0.04659188713372596, + -0.6368476116043831, + 0.11237044736002243, + -0.06613909909245072, + -0.04863635098347008, + 0.42338015618663755, + 0.23451987405585017, + -1.0451479696391486, + -0.5978226490552444, + 0.3752257446105204, + 2.3420192712176497, + 0.18440004543740632, + 0.3345122119604185, + -1.5067460706196452, + -1.1843385873006302, + 0.5163816437379379, + -1.0909377828613749, + 0.12003916188256201, + 1.13185080369783, + -0.8601892136310271, + 0.7576123880723973, + -0.3474113490838541, + 1.1133062945080863, + -0.3254038385735952, + 0.3532454641601268, + -0.9811181256176281, + 0.5184999468884947, + -0.766995833528321, + -0.9770769964613113, + -0.012057352696489268, + 2.555830222610608, + -1.314256819193673, + -1.710825127684999, + -2.4394808401709, + 1.4349808096687477, + -0.4820669793282639, + -0.8280389291427828, + -1.0515770328878067, + -1.4371570888830072, + -1.1752110080090796, + -1.1227052978367182, + 0.17760842804869323, + -0.9255624777368019, + -0.5216613081265602, + 2.453141839971574, + 0.9901129242144585, + -0.36995407773186934, + 0.3001829366701988, + -0.9226616083586444, + -1.2412512874009864, + -0.9247042253726462, + 0.6160043639091145, + -0.06617443922336108, + 0.2568012890045608, + 1.038963956986992, + 0.9272280954392377, + 1.048880320013455, + -1.5360882606326065, + -0.21813546043471685, + -0.1670519412129666, + -0.7086743813172572, + 1.2493817610875182, + 0.21879248794788256, + -0.7754665259290349, + 1.2065892602837778, + -1.1772306965865005, + 1.3822914153811685, + 0.017133900944279995, + -2.340545822224571, + 0.0017639031675081246, + -0.2563638006813951, + 0.6893716675075616, + -0.6044885281124455, + -1.2340804252442683, + -0.16018683203810485, + -1.3345710754626972, + 0.2584640776212588, + -0.32121940181767006, + 0.3661121429731095, + 0.9351644828383361, + 1.0928852174324295, + -0.8056975833437967, + -0.2972111817546927, + -0.6569328081929374, + 1.535444726089342, + -0.9938892086005353, + 0.3096547502198825, + -0.4327492446755012, + 1.0138873929233212, + 0.2378555480152242, + -0.4259177359188627, + -0.7295728966815268, + 0.100570196710267, + -0.5527735049995417, + 2.0073655197015134, + 0.7889285883006262, + 1.875242158099605, + -0.555516911503959, + 0.6580508847738243, + -0.5735349929653479, + -0.96012359743341, + -1.8776809053262828, + -0.41880765581362417, + -0.25461404352150785, + 0.4626829667521769, + -0.37923956404691883, + 0.8825519839512116, + 2.4366576900159402, + -0.9541090759014441, + 0.0636563655257653, + 0.6893570460150092, + -0.49498051028043644, + -0.17883058984194045, + -2.1287542165717412, + 0.1106925549220072, + 1.2007122092542657, + -3.080888560191873, + 1.697821241763316, + 0.14552958506200894, + -1.020937459500397, + 0.045918133585329236, + 0.23897106598156698, + -0.1514465257137321, + 0.28920884150812903, + 1.3645160373941005, + -0.5849335778777183, + -0.31552529207222635, + -0.8855992490692528, + 0.29386748831387527, + 1.738446720380644, + -1.1040917391875427, + 1.0730881061904165, + -0.04387989122096919, + 0.047136464946680716, + 0.38661323412337895, + 1.5628950914675392, + -0.5764229974849168, + -0.29642699757065766, + -0.6042128265364866, + -0.16244988608986913, + 1.1404861376967825, + 1.2741708508210983, + 1.7552216362995052, + 0.11280872888830365, + 1.3352644978968535, + -0.1461497136810691, + 0.5468361952423831, + -0.4799822216156297, + 0.2879943487856362, + -0.6619888463183216, + -0.48428163467108576, + -0.8572207453827346, + 0.31239814961085466, + -0.33836874246233306, + -0.6392445585397263, + 0.5378518442104008, + 1.2806246682586158, + -2.4743276997458303, + -1.210133579955334, + -0.3726849345967009, + 0.16908231011105154, + 1.0063965306322433, + 0.020073848591380155, + 1.2802765386664419, + -0.428228833759599, + 1.3539396660364242, + -1.3230241602505186, + -0.6033919605693906, + 0.7898858653517429, + 0.49482076381732143, + 0.4363736759172334, + -0.999543326912629, + 0.031224213495755788, + -0.8843825765156685, + 0.095879585532237, + -0.9844295543834757, + -1.0175826343595735, + -1.6850706840334324, + -1.4020126637633161, + 0.944671055678515, + -1.0491170712500246, + 0.3211422449694204, + 0.0853183981744512, + 1.6455651906956739, + 0.5240095723227908, + 0.6519885808398672, + -0.42107658312206137, + -2.5695683146508967, + -0.08364170077683933, + -1.0274014565587832, + -0.2124212022947235, + -0.9107854170542291, + -0.1602864734933271, + -1.3025494887417797, + -0.21346480533359838, + 0.0056901062097777805, + -0.5604053140146572, + 1.1819132430124109, + 1.7565632861381593, + 1.4299978868746945, + -1.8292040396141873, + 1.5365501005494226, + -0.36266294694335394, + 2.2571278407052904, + -0.29462029354783903, + -1.2085485903033715, + 0.4351712144464988, + -1.1374683608797396, + -0.29625056602810323, + -0.6982091997414823, + -0.8299700931722573, + 1.8603747180766996, + -1.2640837606965445, + 0.39122805259509646, + -1.3964177987768425, + 0.1244452935703408, + -0.029161217752064546, + 0.21692208146250924, + 2.241385111018849, + -0.3105009554442251, + 0.9819716010065246, + -0.7668429190195963, + -0.9138429213809325, + 0.5572624154717001, + 1.343887437868619, + 0.9094631931078083, + -0.19648862107558077, + 0.17576777196831728, + 0.18683735168662538, + -0.9810183664349087, + -0.17602105720304667, + -0.7991145733315708, + -0.6909646798079601, + 1.0878387510426504, + -0.3012158610083808, + -0.5876192825466657, + -2.347589337581604, + 0.18720440743797387, + 2.0519063545569565, + 0.9840166635183198, + 0.9558792131479222, + 0.3718376572522418, + -0.29416053311958057, + 0.04656290065391864, + -1.7514098801868454, + 0.19616177944554883, + -1.132959737767975, + -0.15486345585604924, + -0.42770730687017705, + 0.27070178453483074, + 0.002862207456395536, + -1.1505608802417757, + -0.4377161687948263, + 0.46629670192057526, + 0.4784357094717635, + -2.1843834966863818, + 0.3696202885907543, + -1.502838316431819, + 1.025206125624461, + 0.7850765469614275, + -1.0684474657753888, + -1.474707604649676, + 2.6485347672929183, + 0.776924122516559, + -2.037045705739562, + -1.1239544679271358, + -0.6356126372300086, + -0.42069913600634695, + 1.157745436348595, + 0.2135954074338415, + -1.2266969503088851, + -0.856482017109333, + 0.3905785442571758, + 0.13144753681212087, + -0.7480596031693788, + -0.47268172565810096, + 0.17320286380547742, + -0.6358891260713849, + 0.015911880820209248, + 0.24564961026507065, + -0.08237060967571286, + 1.611229372976944, + 0.7933818440730668, + 1.362771636747592, + -0.19352661675666485, + -0.5917147397506015, + -1.6632160912488267, + -1.2285846057668997, + 1.24965283412833, + 0.9638692994053935, + 2.3488487986848248, + -0.08262307526204542, + -0.3541355086726823, + 1.7396813084321607, + 0.2180657817932156, + -1.8209129431649136, + -3.1355657181475, + -0.4113648435494246, + 1.4622169672938465, + 0.2484003124017665, + -1.4338486485535558, + 1.5847630690124699, + -0.08062816626639625, + 0.2523997567718012, + 0.3296893587019076, + 1.5971322222253803, + 0.1426817783759863, + 0.009712294476215312, + -0.3988453194502289, + -0.2314969531354082, + 0.7344261455172192, + 0.9619022300082463, + -2.175647206615178, + -0.5465142175698391, + 0.8549482821139955, + 0.16488768745214347, + -0.9306631307636817, + 1.0919516843047072, + 0.772110217386727, + -0.6047020085641429, + -0.14025080014432356, + -0.6330536788364878, + -0.7400586933695723, + 0.1569945862105302, + -1.099164110763098, + 0.31915150271794956, + -1.9882511041007789, + -1.0965982745368672, + 1.711257676100619, + 0.15997121458406074, + -0.013516483827095178, + -0.9213120436140851, + -1.1100154314237263, + -0.28583442366274453, + 0.46159260940153196, + 0.017283633901508798, + -1.305045289554702, + -1.4856244609856626, + 0.8052377409425786, + 1.2603144323273094, + -0.9055209902764624, + 0.6769051692345168, + 1.3042539426664945, + -0.8304940821240556, + 1.153723529149815, + 1.6203293580481737, + -1.1077073487957019, + -1.708064140425333, + 1.2568128888672288, + 0.06936836660789421, + 0.45479110013477747, + 0.15789945743373468, + -2.464215635462512, + 0.5523842805287302, + -0.33396906397558446, + 1.0038757361581934, + 0.34845849934826667, + 0.6092327169254569, + -1.2573561444666472, + 1.7705522570160024, + 1.2892348075643723, + 0.06588687914730698, + 0.5194544321755363, + -0.0107989661868239, + -1.444090969567398, + -1.6737615614138646, + -1.2370039591710962, + -1.2605817065227343, + 0.31963120261185335, + 0.1537145574310529, + -0.3561062063040634, + -0.45854303706407074, + -1.175113217645269, + 0.10555622915511646, + -1.4371013741607623, + -1.880275463256868, + 0.03231190940258731, + -1.1597286558835456, + -1.3575773094731305, + -0.6900979825695212, + 0.752495074560173, + 0.804009883129552, + -0.562217915057073, + 0.42845737624909935, + -0.3528081186108585, + 0.03973862420882694, + 0.3926758144316079, + -0.6919138746898893, + -0.45107377318802916, + 0.6669671956233264, + 0.6572218746956497, + 0.8960997684549971, + 0.3617715290269978, + -0.28603450758000953, + -1.0645740914847106, + 0.6229559610396305, + 1.1801470448289617, + 0.6442202853733724, + 0.3874240033262706, + -0.4438558104666665, + -1.0495866486784449, + -0.8372892914277004, + -0.5032172247243109, + -1.7912440495690243, + 1.2897701370931938, + 0.5771533640293155, + 0.5636004945362921, + -0.010917659572040076, + 1.4071866154527481, + 1.174648406744589, + 0.07606019109247318, + 0.40563755243297606, + 0.8685972388289345, + -0.24500264902388233, + -0.5589626193187773, + 0.3355139925842228, + 0.19987420959888394, + 1.2555287103135429, + 0.019781252879260025, + -0.8494426154595799, + -1.322763593340956, + 1.822432686381938, + 1.6950077655940625, + -0.16581027284983307, + -1.1639305386019834, + 0.8332220478048408, + -1.482648112174002, + 1.0516756307431456, + -0.5168446081666834, + -2.0053441928377884, + 0.395394856499542, + -0.7665816441604921, + 0.9287870056856945, + 1.741310130923551, + -0.22173501517695873, + -0.4995193949031142, + 0.01356503983461739, + -1.0372681287328038, + 0.9298840614479904, + -0.20190848079034204, + -1.2308438401475463, + -0.9900410779165549, + 0.6444731695247266, + -1.740004944573359, + 0.7499820356585627, + 0.15035907628331335, + -2.8036845186942454, + 0.9953819985714125, + -0.07015895221888137, + 1.1666653320900726, + 0.2760672864537374, + 1.9196560167367511, + 1.122560413771843, + -0.26298180440933555, + 0.5522888865248481, + 0.5469650641193711, + -2.6640560633915564, + 0.012688735765193776, + 0.5854299371247003, + -1.590957472269412, + 0.7727536029445208, + -0.8927459606098783, + 1.359004189381998, + 0.2954533062803948, + 1.1466618867534757, + -2.1531156643621454, + -1.1668757565444297, + -1.0566205084170788, + 1.7447447239121487, + -1.5208066352583025, + 0.08747180433869862, + -0.7853203154996978, + 1.1042194510012107, + -0.09577510149997293, + -0.2246298124444807, + 1.6925037670897838, + 0.06711362385320689, + -1.2573426207248166, + -1.1162985141094235, + 0.2635920791846279, + -0.8536861698783424, + 0.26049681163355975, + 0.18294562252730354, + -1.516097641501902, + -0.34734881954721436, + -0.5741598498020105, + -0.005533194266307059, + 0.5410020630821006, + -2.002884373571778, + -0.43131170837183486, + 0.9617707736114425, + 1.947563072805753, + -0.7896490149839178, + 0.5335601247836446, + -0.8392923163018473, + 0.1381234459374507, + 1.253844838955242, + -0.999783020506336, + -0.28312337778003643, + 0.45694954334350935, + 0.22346103200192366, + 0.6034917171358037, + -1.083902514843019, + -1.4458769039438013, + -0.857435159728146, + -2.3619593120152875, + -0.7880699163997527, + -0.7821905798969329, + 0.5274502666965372, + 1.258394193525699, + 2.2497192446518657, + -1.8491038012073615, + 1.098550153948555, + -0.5669727998867031, + 0.04522973956768748, + 1.8134906243304854, + -1.758849940744884, + 0.21387566486459036, + -0.7943745532016585, + -0.06871492133658831, + -0.5326861231975167, + 1.2549929984968622, + -1.3428671922945192, + -1.0457122661161102, + 0.7900759636806723, + -0.232949853724796, + 0.653075305075293, + -1.2845987654184823, + 1.4041935030434975, + 1.7682514110263112, + -1.1817663317112466, + -0.1603927612024377, + -0.9781941831178927, + 1.48071195205178, + 0.23248035524387917, + 0.21726137236488316, + 0.5367163405932561, + -1.395392066330931, + 0.45343648054222035, + 0.3241998854620934, + -1.0682558810083762, + 1.3405803928987086, + -1.0821996666568958, + 0.7785143149345309, + -0.9154503201505758, + 1.5998055689407966, + -0.1743124716887613, + 0.592071232508202, + -0.12666755471017396, + -1.239235578294818, + -0.8547718371228311, + -0.7924556409655221, + -0.3422425181159647, + -0.16147920993119383, + -0.40610343391214565, + 0.9781045720405204, + -0.9325855354853242, + -1.4665178602451172, + 2.3968112738383445, + 0.4580308282009233, + -0.11317367144137772, + 0.5480257281465287, + -0.07764402896176631, + -0.5872502591651012, + -0.9831974512031145, + -0.2805116490267535, + 1.061422058593371, + 0.512579820417927, + -1.0666117753198299, + -0.21141646671055578, + -0.9599814292807899, + 0.5336929609687575, + -0.12782117650923994, + -1.0377151137659977, + 0.4663018494629288, + -0.0504279552530574, + -0.0033944558684413082, + -1.2780658043909199, + -0.2937297058966214, + -0.42848068020993046, + 1.8859700749378348 + ], + "xaxis": "x", + "yaxis": "y" + }, + { + "type": "histogram", + "x": [ + 0.715283233919082, + 0.8529973925451951, + 0.06472230926596031, + 0.25029916691057286, + 0.10157878416532573, + 0.1119247367077077, + 0.5514340575400376, + 0.02301303386081384, + 0.8256481524047299, + 0.9654485189287983, + 0.5265129097806363, + 0.3578494729206414, + 0.12067032804042288, + 0.732258094824852, + 0.8570297447559033, + 0.3829408909296477, + 0.928450254374932, + 0.8715430230751223, + 0.7194993823616077, + 0.4376515899269121, + 0.806222895821802, + 0.7133874933525485, + 0.2895254400436471, + 0.22432435758330654, + 0.08963266088906452, + 0.20937623333502697, + 0.4905046879068215, + 0.09333891449556475, + 0.6280836765386448, + 0.6837141617845265, + 0.6440956346305562, + 0.34235917939171145, + 0.33935867190914815, + 0.5636753643262241, + 0.6245328893431966, + 0.030578809518408107, + 0.019852220359203514, + 0.3697122190474084, + 0.6027700784557409, + 0.9638498154865551, + 0.07322129994943753, + 0.7528562244462197, + 0.1440263824113725, + 0.5968398819668169, + 0.5168902079203511, + 0.6692567449874233, + 0.6213902884428488, + 0.1319487908386624, + 0.5014632174725862, + 0.852850558722027, + 0.026129084332566856, + 0.31168799954109017, + 0.1097749523116755, + 0.9172958508602309, + 0.32064985191406703, + 0.031030705066899648, + 0.4586834173268335, + 0.5361433233425719, + 0.1471508754284081, + 0.4001898188027408, + 0.7336324381816333, + 0.10500684821676654, + 0.2128067823793104, + 0.4651914041325048, + 0.5840699523315074, + 0.9654930830182309, + 0.017588962338960533, + 0.6145530791217273, + 0.104853174348984, + 0.2891042476292674, + 0.587597943976192, + 0.9668329120408201, + 0.3379015740342872, + 0.7736420869181229, + 0.21084455059966867, + 0.6676645369491588, + 0.19343514143550977, + 0.8020293276327328, + 0.6164371663423714, + 0.42673919553679623, + 0.541972599451771, + 0.581550754582854, + 0.042528834574659315, + 0.8094223949054036, + 0.161147932909311, + 0.704716315319331, + 0.9718716938363655, + 0.07768847222870069, + 0.756490145058841, + 0.6452390844155227, + 0.8231467519722133, + 0.1971892122954984, + 0.8324516943282976, + 0.9234433915723113, + 0.8658939251874473, + 0.5824718380902043, + 0.4373419446958477, + 0.31875571538326, + 0.025902670346750697, + 0.8269706823090845, + 0.7797619232161295, + 0.4149008008129241, + 0.4456729962200684, + 0.3607712238333764, + 0.5091307978844499, + 0.3166204155980823, + 0.46257682805348377, + 0.17620041140894682, + 0.25775615323294, + 0.6437623303593859, + 0.8651431733009864, + 0.841662073456406, + 0.180792625579898, + 0.7365669115108932, + 0.975587948212724, + 0.49169092043371254, + 0.8327826187106204, + 0.29316070118150145, + 0.45980582168180184, + 0.12020324727002585, + 0.6054022561501946, + 0.9090227109383102, + 0.11540128166800917, + 0.32425853818850864, + 0.5895843766846798, + 0.2741968923045891, + 0.6556581391919954, + 0.8007993537132205, + 0.38249131727734165, + 0.8366389717729534, + 0.8667643446187815, + 0.9351898626778293, + 0.6377885119276627, + 0.7462110610946111, + 0.7685737626964638, + 0.6794913794538581, + 0.05301383324270387, + 0.18842664332667886, + 0.5295942968604073, + 0.7274398730933529, + 0.6053205807474711, + 0.9009331517760524, + 0.01596774373041202, + 0.9442179728464307, + 0.9812505764927392, + 0.5307660582521654, + 0.10926729964481241, + 0.8896516613309405, + 0.7953891566345372, + 0.5030809490613813, + 0.6088518418526845, + 0.1330004180347668, + 0.751482756013808, + 0.3805829375711096, + 0.10848155708926716, + 0.642178508135115, + 0.7019212068114782, + 0.6540282640611804, + 0.5398630984191798, + 0.11983858530069064, + 0.15171951367908398, + 0.061851223445552106, + 0.07056591724783151, + 0.1698463331012673, + 0.804089683509366, + 0.33158891485152614, + 0.29388207324745075, + 0.38493368672688394, + 0.9848837853830716, + 0.810536769540259, + 0.7319934777905722, + 0.2001371017392558, + 0.5709286936484882, + 0.9414874361308361, + 0.9672970091238653, + 0.1635183569470855, + 0.5438768033945073, + 0.8884702013863746, + 0.9741523522763385, + 0.15638875462708524, + 0.9062547418391016, + 0.5522032780323451, + 0.6471957636822949, + 0.6297158310814059, + 0.8323221698014014, + 0.5997940695346973, + 0.23610489181817523, + 0.05454661453956047, + 0.5014663808463813, + 0.19590177921782637, + 0.5282589006194132, + 0.9206302481841335, + 0.5704304480866877, + 0.9160233242037289, + 0.6627037273467065, + 0.9223089190711717, + 0.29150861883358614, + 0.27194343113418645, + 0.42921251208287253, + 0.8384752762146914, + 0.6458142800535049, + 0.7503170134992475, + 0.877208839667927, + 0.8519096339375812, + 0.5186712495771585, + 0.5516498714529281, + 0.3364884615671475, + 0.49617282119263595, + 0.003657845778280039, + 0.8481275357767226, + 0.8758014809860664, + 0.9081011144361021, + 0.7512484209467192, + 0.04886408829906924, + 0.731440845028881, + 0.9213066817770452, + 0.7869297700484039, + 0.6314608282016858, + 0.363613010666357, + 0.031205085281413563, + 0.29822489095474736, + 0.06344572082749621, + 0.4278706229491253, + 0.1986153214051105, + 0.9206435337037133, + 0.9459740674660538, + 0.48849042406459914, + 0.6549433748746275, + 0.20755705307840777, + 0.15895520000529018, + 0.25056409652309786, + 0.5388125807221179, + 0.09628838996565475, + 0.6890026562160061, + 0.22404038007968258, + 0.8660823693209505, + 0.3531437915573012, + 0.8900938505486389, + 0.8558710831223257, + 0.13028449839853307, + 0.06259496170533832, + 0.41720300819623546, + 0.7065817839815481, + 0.7199496381567176, + 0.46689396914229164, + 0.41835654627660224, + 0.7966715398998094, + 0.380115261064343, + 0.3612695054199246, + 0.5160104754489314, + 0.12954580194376591, + 0.4143710679771292, + 0.3422002541326441, + 0.6778385958497726, + 0.10210123162098639, + 0.767801414988343, + 0.714925138701746, + 0.008288110716347734, + 0.592807112611256, + 0.5185491235913439, + 0.39648759934283384, + 0.8546647443073873, + 0.11775140060900635, + 0.8026950710607086, + 0.37450006679102466, + 0.9685504391565808, + 0.5875999564670285, + 0.027616616280836784, + 0.2650929082935667, + 0.3344029778638429, + 0.15437134003783076, + 0.3342476323889886, + 0.5296047490870301, + 0.8245290214311598, + 0.9328940611187656, + 0.5984653318839805, + 0.05337727547481648, + 0.9628252079821249, + 0.1933450620236104, + 0.6106634425274622, + 0.13513155926527504, + 0.10745067227329658, + 0.4525677438473216, + 0.26940709199443424, + 0.5328823597658028, + 0.11967759519314136, + 0.7582641597282122, + 0.8646955477428404, + 0.7457265663047125, + 0.820318409725485, + 0.5315396458022933, + 0.8871867190449181, + 0.9258420425015983, + 0.7414226167244431, + 0.07104713803081747, + 0.014589436813579887, + 0.4213329149622811, + 0.9969030932505357, + 0.701794338934606, + 0.6358628952713907, + 0.3519525801871277, + 0.25337531710395367, + 0.7289170596906323, + 0.4385659349231938, + 0.18818955624199585, + 0.7085896590580071, + 0.9754983919720231, + 0.35564495037731014, + 0.5749961776584862, + 0.48638630303286184, + 0.29011111612366713, + 0.09115099264936871, + 0.33769151288261345, + 0.5070813310368814, + 0.8253680245989804, + 0.32585538615012916, + 0.619499764461099, + 0.49152696936312107, + 0.6212362387438458, + 0.8963781782157263, + 0.32307499017131003, + 0.4567801999217746, + 0.9150352916890006, + 0.9769205173873687, + 0.7882548408446797, + 0.4231354128962036, + 0.029297253059040722, + 0.974748362719576, + 0.8180154789610212, + 0.027701461988851386, + 0.922693839155999, + 0.6022252394579244, + 0.6912811130129489, + 0.38494057746832394, + 0.7412134369320622, + 0.7750461984656827, + 0.5893071495043788, + 0.8220351322866271, + 0.9166752118260081, + 0.20794750693615438, + 0.26091244219676, + 0.8193287180626498, + 0.7547647654601548, + 0.7447967379843443, + 0.8293688820777994, + 0.7828221104008342, + 0.10007737564096314, + 0.9788768552622878, + 0.5445208683019273, + 0.24850814839386048, + 0.8853855399846153, + 0.21155777171636053, + 0.570523737881753, + 0.4949415431862213, + 0.7504049943764046, + 0.5818240171822039, + 0.24056892782671352, + 0.6855995328571425, + 0.7961881491745644, + 0.08060497351633089, + 0.4176774950857559, + 0.1732711947865131, + 0.07329076279616524, + 0.4226806979788926, + 0.22888596473226047, + 0.7607207881103586, + 0.8197183373746304, + 0.3745227814126635, + 0.09966091611888545, + 0.4706266140927838, + 0.4615744187075964, + 0.6561921967838469, + 0.8219375111449125, + 0.9963249554041632, + 0.6293114294419697, + 0.20684167662934982, + 0.5830466717878597, + 0.45611787628249884, + 0.8106961505570425, + 0.17921229658110133, + 0.7616443986698658, + 0.12705146285709923, + 0.36636808711944047, + 0.7090026732356849, + 0.9731414672955241, + 0.6014273170677689, + 0.2624480006078691, + 0.9915410855067552, + 0.9441080005997624, + 0.8537086624499539, + 0.2820379897626162, + 0.6030865930681618, + 0.95606479014348, + 0.4392680205399279, + 0.3344726952895543, + 0.9649333721497335, + 0.4751884829407117, + 0.1004420603169438, + 0.16805731914167255, + 0.5575675497831231, + 0.3804381966062548, + 0.6151039790406565, + 0.19898218227601394, + 0.6376581133243819, + 0.3800960888541042, + 0.11112896387666638, + 0.4479968828573267, + 0.9359389093938577, + 0.9760592342434935, + 0.05625734839227088, + 0.4254611658883318, + 0.7227392225355415, + 0.5736042689808066, + 0.6718037229680458, + 0.3852238683668082, + 0.6028415679428619, + 0.7808531837311162, + 0.4854451369731438, + 0.753932876920989, + 0.46987077393581783, + 0.5183832362430674, + 0.33513786680027025, + 0.6298222699792684, + 0.5515553944516236, + 0.5767082269255649, + 0.7097269393772878, + 0.11419003000727751, + 0.8919924116473431, + 0.8868948464651235, + 0.28796073901550456, + 0.7492221736666509, + 0.5268666022404414, + 0.07012028299937155, + 0.24941809858298086, + 0.20990168323200648, + 0.9075590010347503, + 0.5626661358205771, + 0.6098804959707058, + 0.5224182820685078, + 0.00232018575493889, + 0.3511396905766445, + 0.6466505515550549, + 0.09906400191595632, + 0.9937070468481646, + 0.9179593079968739, + 0.7788993418804111, + 0.47271769998767166, + 0.3511918662719344, + 0.5609441835349244, + 0.6362919549642221, + 0.4102248078263667, + 0.7232888801192642, + 0.15978909274024122, + 0.19000693611239045, + 0.7473281687247177, + 0.3038877869485178, + 0.8489929179416271, + 0.5468763496086747, + 0.7346111330110905, + 0.7665221508749392, + 0.4617372021503478, + 0.48516400445507385, + 0.5313030256782201, + 0.6791465096692052, + 0.34156874100126844, + 0.4111606245058178, + 0.832250497043749, + 0.6027952304808815, + 0.4896785557524076, + 0.6865675949010346, + 0.7530271053289912, + 0.9060677994126559, + 0.6893075794784657, + 0.1998858557068594, + 0.9904421796235788, + 0.5578392567039444, + 0.06712485042859519, + 0.14281612119785148, + 0.0787201620609938, + 0.6058736211177199, + 0.6780963626034862, + 0.18730613973738103, + 0.5494497762684947, + 0.9108801318154084, + 0.011333096127896703, + 0.24470242167588846, + 0.37161915156151093, + 0.7402009900943727, + 0.6348077741700183, + 0.505798298740516, + 0.505377801397285, + 0.23489261304624648, + 0.9163483423763148, + 0.8576147611000067, + 0.735319853235752, + 0.3841192407598555, + 0.8852061688630632, + 0.24720792653615398, + 0.18496304309654682, + 0.9364105997067711, + 0.36376549830228316, + 0.14633915693775384, + 0.26823607873302074, + 0.8437214702958479, + 0.3651475168165401, + 0.9434369815779623, + 0.34869977052010676, + 0.949113662768651, + 0.27469228998995215, + 0.3916889059547395, + 0.2720348409005402, + 0.7223185690665521, + 0.2391523346814517, + 0.4399136642996566, + 0.8868680573416101, + 0.02348481501706794, + 0.3536084689728584, + 0.6258588485852954, + 0.10866279663206668, + 0.9463328729652183, + 0.8908041981521255, + 0.6820862932064823, + 0.7515533973214953, + 0.8061358423712464, + 0.4381306250103573, + 0.8670423844039451, + 0.9209109093383538, + 0.5308719934631161, + 0.4702218376270502, + 0.25596871882917205, + 0.3756641910878532, + 0.2410398547318618, + 0.8999154909157651, + 0.45708404611734677, + 0.9354036873409445, + 0.23379873413060054, + 0.9829420120940185, + 0.2727974597289371, + 0.9430123743161156, + 0.8112018881562965, + 0.03329544166282371, + 0.05853780742976362, + 0.5057786902593993, + 0.10157487055967562, + 0.27997337541261524, + 0.5850324997696202, + 0.4011482571250871, + 0.15032518441509868, + 0.3002054551337864, + 0.44301930876703943, + 0.7404569938983743, + 0.2525949509276888, + 0.021195835188650664, + 0.212845602187552, + 0.02755193681884715, + 0.3972065618523215, + 0.57269490512099, + 0.6031931422340565, + 0.6662719574462873, + 0.905210454613748, + 0.5272312133943046, + 0.3172395162758752, + 0.04478693421820906, + 0.22340233312990404, + 0.30793266034005196, + 0.41828156911783165, + 0.4498308421284682, + 0.3400910757127697, + 0.5677497977565482, + 0.7842184676757897, + 0.45261896521089817, + 0.21220953835222062, + 0.5604244991281669, + 0.8758048010904609, + 0.9127902618993946, + 0.2798359383347805, + 0.9902114767919641, + 0.40589922156070507, + 0.5958043625401909, + 0.8699136372010267, + 0.21295173820206537, + 0.8842809014289799, + 0.6646788398278699, + 0.08538299829180834, + 0.43872985299306794, + 0.8340823637563968, + 0.25275014916663274, + 0.4622531438947077, + 0.22797509550688022, + 0.3900340678811827, + 0.2300403291976178, + 0.8483691157007307, + 0.04230732680959646, + 0.25849000714390075, + 0.5213714403336187, + 0.7734973940649876, + 0.7817733781605776, + 0.35373892778753147, + 0.9121407557448721, + 0.4591342030389975, + 0.4470502674542444, + 0.7705436782033775, + 0.7337343425668637, + 0.9244211655511887, + 0.7364696520764425, + 0.006928019985014432, + 0.375263067897451, + 0.2639412617606919, + 0.5169383598687652, + 0.3191646729005978, + 0.10290050030458636, + 0.3431658849100424, + 0.8209216562307854, + 0.07440354383643509, + 0.38808618615748014, + 0.9248059973174458, + 0.11510261123682708, + 0.5412899109018678, + 0.7078627783435506, + 0.86943750071801, + 0.9240884104483506, + 0.5518589263119391, + 0.5957178704489865, + 0.2405228177183254, + 0.7693543419786708, + 0.14430772146252996, + 0.0746594988639596, + 0.08769431959852764, + 0.6600699162703724, + 0.814502749421089, + 0.5307948944499935, + 0.9001070609412843, + 0.0848573295004203, + 0.24545698062672056, + 0.592196780569012, + 0.4311566300791639, + 0.45109891038110067, + 0.5398358184787477, + 0.3832622593721149, + 0.9342010068353708, + 0.03851898079066846, + 0.9240237920016858, + 0.37037066898958215, + 0.022638443850845215, + 0.34648173358175355, + 0.03876712256307904, + 0.7188802422180978, + 0.8631385049245941, + 0.2839118371959985, + 0.33904979968770893, + 0.860697650383536, + 0.6065318906530253, + 0.028257083915203242, + 0.37844657072063986, + 0.08810943053795417, + 0.9002451676995821, + 0.15952409608102103, + 0.8008760007999821, + 0.0986580617124283, + 0.723420994964315, + 0.4362094113258228, + 0.23241918255876354, + 0.49751573199935506, + 0.05882137117530835, + 0.9223991660092474, + 0.8062126061528275, + 0.3282267098423033, + 0.12037214092676962, + 0.23660319307307193, + 0.3750376373271743, + 0.1683768651394013, + 0.3356518725416384, + 0.3697414280474961, + 0.9550336417970904, + 0.47357205009168707, + 0.26627109246058045, + 0.5897940200017152, + 0.8672398038718225, + 0.2635951673210125, + 0.9894654527918181, + 0.0519408595462148, + 0.18665660441229354, + 0.25047601916060636, + 0.17471572416272696, + 0.32972015600369986, + 0.1768228482419536, + 0.6373771333440066, + 0.8540537704242821, + 0.2010660441533843, + 0.9044055464377849, + 0.14118193518649713, + 0.8557044929006916, + 0.8266605670659601, + 0.4991483716518524, + 0.8021782910066633, + 0.0850916179900904, + 0.9805195544377802, + 0.31256196176443973, + 0.7773770267787969, + 0.8419106041007298, + 0.2648183964770279, + 0.9902175145872892, + 0.9509532918069059, + 0.3562240784688768, + 0.8752824674248548, + 0.019762540732741713, + 0.14791388203802536, + 0.10919956989595803, + 0.881609760983222, + 0.9392800260117649, + 0.42550648396120505, + 0.17528242784155829, + 0.4147692592682452, + 0.3728168299319922, + 0.963313852695298, + 0.8490401831005332, + 0.0335233628405133, + 0.03352546039452035, + 0.3794507765215367, + 0.8502973604255694, + 0.7397639329776061, + 0.571466736937492, + 0.4778867909290566, + 0.3175959352427634, + 0.33243034340427347, + 0.2477829645383347, + 0.7246315635715979, + 0.5201499287250553, + 0.7422559198889859, + 0.9796434224669343, + 0.7873975764123883, + 0.56719645215679, + 0.6511130523795989, + 0.653912229176453, + 0.1819115422038589, + 0.010871620562082488, + 0.9636700116579958, + 0.929158989293667, + 0.03134608729377935, + 0.7989022933993056, + 0.46546375834076437, + 0.5633972956826088, + 0.8211492099229523, + 0.7064204663198232, + 0.1343056171467205, + 0.19160841415042967, + 0.32270036516689005, + 0.2343542111640865, + 0.3773144459574094, + 0.8497732073386393, + 0.08207089507258752, + 0.6219154723701977, + 0.6111090243645501, + 0.303775920741289, + 0.8690153749868478, + 0.7548711651664624, + 0.7538585043544248, + 0.6898387944639469, + 0.34780156229491593, + 0.3832769517384421, + 0.7085378725062844, + 0.8896409307034953, + 0.20350658451882692, + 0.4247081591979385, + 0.8825394371335181, + 0.4983126058811334, + 0.6439990699446879, + 0.6932068628897805, + 0.20948606515963852, + 0.5808141331045252, + 0.5380861970398597, + 0.3751329446006312, + 0.40564394050980473, + 0.5705993691388229, + 0.96184947310521, + 0.823452037389037, + 0.6155030918928686, + 0.45496376238417446, + 0.6930701171231757, + 0.5971517671808036, + 0.7483948937591649, + 0.22102370213978045, + 0.1384756457139651, + 0.26551569304627665, + 0.7254109073833874, + 0.5417253334556498, + 0.9183672716327713, + 0.14844961782941224, + 0.4087060349721078, + 0.866074250923856, + 0.3990950055573499, + 0.0026675584891527903, + 0.7984107697021912, + 0.8397484869225095, + 0.255925282975028, + 0.48425719595370237, + 0.3956710668206469, + 0.749353576211591, + 0.7040577711190604, + 0.6250687390532743, + 0.19662467008436174, + 0.14423722399060512, + 0.246593678546758, + 0.4724088555003134, + 0.8534875357004836, + 0.330968939047259, + 0.3561298877904796, + 0.1289502879628358, + 0.8446648939651387, + 0.12645438584337293, + 0.1649121389685992, + 0.7262725759763072, + 0.9063031213079529, + 0.7850881250886067, + 0.23231588391037095, + 0.14468999485632378, + 0.07164335130168074, + 0.7556052067240531, + 0.04565142342866432, + 0.8856580358809919, + 0.5938652260249834, + 0.9772045335349234, + 0.833956041031114, + 0.3801056635687825, + 0.13969567037436947, + 0.5423444131925896, + 0.6436237749084693, + 0.7168906056652649, + 0.6004818156885116, + 0.5590320411287784, + 0.5069096260495586, + 0.3826097862489526, + 0.8967741428301017, + 0.8603469760535397, + 0.32548718202388816, + 0.009844148019545938, + 0.3148651500855123, + 0.469744407558677, + 0.010480009628222924, + 0.8178008334179045, + 0.03793027092274876, + 0.11493033951653342, + 0.13499322333947644, + 0.37298825958128545, + 0.4513567362191563, + 0.7666752865864872, + 0.678497498989114, + 0.18762880705627366, + 0.8510060400631174, + 0.5761717922811754, + 0.884829002541718, + 0.6067075435281946, + 0.6617500248839032, + 0.18349407582954308, + 0.8373892483988818, + 0.035056468299932864, + 0.9576325198619237, + 0.7286612196198805, + 0.7401297088014586, + 0.7996994872552616, + 0.7580655146731452, + 0.49076267454462597, + 0.8433839023108455, + 0.10587505560577304, + 0.5927028716566102, + 0.6625352463495517, + 0.49273332084481436, + 0.28837273158790144, + 0.2813957068498474, + 0.9273731376236853, + 0.7741566191055994, + 0.5666311091342553, + 0.9436656673089014, + 0.9470841049788206, + 0.689095346334428, + 0.20352965997195221, + 0.6803623869012139, + 0.4438214566901883, + 0.06723069281714537, + 0.1348829084247386, + 0.5961411139657267, + 0.38295530691300006, + 0.3737814883210372, + 0.0863698686961164, + 0.7323400662742383, + 0.838673120304924, + 0.6653563937726017, + 0.4594793488254852, + 0.029300708422512034, + 0.23923847637804158, + 0.47608524267509306, + 0.8402433274193393, + 0.6556240209248819, + 0.3356883096500872, + 0.5886221483512796, + 0.6740211666346252, + 0.27955845370874555, + 0.7878726505858079, + 0.07595488571561829, + 0.1843424809466257, + 0.8763741074040603, + 0.7888830681251888, + 0.5256235232581276, + 0.8395826340465558, + 0.7443105354985626, + 0.8630314894137343, + 0.9244623034848434, + 0.4770299851548707, + 0.8328473843042263, + 0.5196311936966128, + 0.5949328595347488, + 0.8521607741709617, + 0.09826059782558338, + 0.34252437787602474, + 0.7498564919418851, + 0.8867096222329136, + 0.44922784109959984, + 0.33049251930975276, + 0.8874435523559341, + 0.055616982325814794, + 0.2593126306372414, + 0.20577055748538048, + 0.7473186139379349, + 0.9612928984750277, + 0.890648565117175, + 0.522804250623956, + 0.5488476107622225, + 0.7688038626936001, + 0.34644834992266293, + 0.33121296495001995, + 0.9947841858443, + 0.30933172302141554, + 0.8552438224841865, + 0.3930597973659624, + 0.18679169013395536, + 0.2663801511387617, + 0.9160577084483492, + 0.9151853335240987, + 0.6986768270953234, + 0.24759795733959983, + 0.7810191308965087, + 0.8605942396377652, + 0.6736267803246474, + 0.48758720097797037, + 0.8587366872962297, + 0.03489647906667199, + 0.7499062108015537, + 0.4902702642168819, + 0.2788810773261811, + 0.4523105254752108, + 0.8024059925584994, + 0.9034956410635798, + 0.47785049979279065, + 0.2832818666857672, + 0.5056673294899593, + 0.6723520635867465, + 0.8340097121354247, + 0.008663607487142625, + 0.6890712799721364, + 0.7804276516019201, + 0.7721114962354243, + 0.4422249280864303, + 0.8941072372475816, + 0.5605404223075036, + 0.33390076544877034, + 0.8943322325268332, + 0.15945829854808335, + 0.12830589436006634, + 0.268068093839642, + 0.3278595979595418, + 0.5635990297803585, + 0.253947004389505, + 0.9922075632833399, + 0.3330451376878272, + 0.15265944516885527, + 0.10066580092990868, + 0.5737989605759913, + 0.3397847352440684, + 0.2997753625249593, + 0.6849813171526365, + 0.29025476763555647, + 0.6292066904658642, + 0.790664841419318, + 0.6644546404300965, + 0.33188992424621844, + 0.2740575275864293, + 0.43216625280477267, + 0.40129649832584474, + 0.9677219169941668, + 0.2238398978519432, + 0.8197020391813614, + 0.6827334089549892, + 0.30994618307959854, + 0.5571702368933444, + 0.7914988156262643, + 0.7128041346712015, + 0.1470851959954248, + 0.05664554727319866, + 0.8465352533954917, + 0.5750855517345808, + 0.7421061813934047, + 0.778683097931144, + 0.883615895303715, + 0.6438109835513954, + 0.468178811707611, + 0.8102590966327399, + 0.2719633992161494, + 0.5986781791389596, + 0.14296846012683317, + 0.8973068111494711, + 0.187169913274503, + 0.27698184414028165, + 0.9608423135711842, + 0.16470393546332157, + 0.28699700417631796, + 0.6219692159547142, + 0.9799891369930688, + 0.23023365211127067, + 0.5312173952641216, + 0.9207100937483571, + 0.4472402514190671, + 0.23271545775096364, + 0.3115973871233486, + 0.21977221636073113, + 0.761631722211487, + 0.7737003405307158, + 0.4502340204885685, + 0.013467935116874311, + 0.8139390635774996, + 0.31653973881128666, + 0.3286303780170836, + 0.8105211434476931, + 0.7468304674842428, + 0.7139957346157348, + 0.3576184381258188, + 0.7132480706687743, + 0.40419062864889893, + 0.03604484919990829, + 0.005935037989100931, + 0.8835481859753498, + 0.5514944901950466, + 0.978034661040218, + 0.9665199993239287, + 0.5586952423575761, + 0.36065253035238465, + 0.7929118051102602, + 0.2684407614545725, + 0.7466257726074798, + 0.03980311492838076, + 0.24293250155032953, + 0.6348516870980718, + 0.6241505950009054, + 0.9431026885788039, + 0.1289661040651096, + 0.33481273782832865, + 0.09643108462668765, + 0.2805761681494813, + 0.21720222389890276, + 0.7950425540971306, + 0.7631117727107251, + 0.5707392879988986, + 0.7673452218191312, + 0.34415189979599264, + 0.15806693390817939, + 0.9875809536145875, + 0.10735678184708486, + 0.04932087461471299, + 0.8603813690504949, + 0.7813364575658065, + 0.6807511357044067, + 0.6195038203618585, + 0.440062635255696, + 0.24216457351479448, + 0.9795147553145377, + 0.5942258422986977, + 0.6019608578123453, + 0.05147927478646856, + 0.8109093425939187, + 0.29827205831052117, + 0.21955408486116035, + 0.08439240793614294, + 0.6370512848703136, + 0.9625630813176962, + 0.1572817121928261, + 0.061452341904359976, + 0.5198658663300845, + 0.33617002798734624, + 0.20253108432174016, + 0.026083498250925857, + 0.5294080001866447, + 0.2706423194762318, + 0.2765413498642938, + 0.5813869719358546, + 0.9642266096969948, + 0.29808168463791884, + 0.31449312932161255, + 0.27895281694709806, + 0.10309103353053889, + 0.32260725597425094, + 0.38462595543306666, + 0.9343355047401175, + 0.9569669090876285, + 0.8080641353874358, + 0.7231813864973686, + 0.5400069879626739, + 0.004258968974030901, + 0.19673478356880458, + 0.13758783305852768, + 0.4304452053944182, + 0.9601227864903802, + 0.8810472119840006, + 0.6410331861942311, + 0.54536052568015, + 0.7175834776126574, + 0.4976491575568623, + 0.9686712439712101, + 0.3609291476224228, + 0.7825882848125735, + 0.3184742333678042, + 0.8267244051149143, + 0.9985336989103276, + 0.6420595422556616, + 0.3717485637087773, + 0.6653669013891836, + 0.7791022018199205, + 0.24634637781953644, + 0.3737876424440965, + 0.4498287600044653, + 0.9888378335704967, + 0.27386273456278254, + 0.9906645544851382, + 0.584917796327909, + 0.1924158747766685, + 0.7898983662059142, + 0.8578658302008905, + 0.021085910548948882, + 0.6883451599416843, + 0.8340729259277904, + 0.03570411652813759, + 0.7778566238195644, + 0.7598431818057568, + 0.6857802494619956, + 0.5518710077384257, + 0.32199255945467653, + 0.5026999036543135, + 0.16023719263011005, + 0.2983740062354738, + 0.6846798508941153, + 0.8325857564890129, + 0.8483207561748539, + 0.6037980920939862, + 0.5860036687712956, + 0.22033930116770328, + 0.0004983992343912616, + 0.12572834009856076, + 0.06608770665047489, + 0.26367593366563086, + 0.30307364605768256, + 0.9167281795146555, + 0.7070438993439434, + 0.08481130896999306, + 0.7492861244819035, + 0.7266197401602005, + 0.4886781853717112, + 0.7112164139179729, + 0.11270887548838376, + 0.1365940839896742, + 0.42845558152270835, + 0.59676658781451, + 0.04197688378528401, + 0.3970542061018677, + 0.3160141717073791, + 0.26574347521951414, + 0.6254139920236915, + 0.09090707179454854, + 0.9068657305326948, + 0.6882564937366215, + 0.45833456844144355, + 0.9624853534976476, + 0.5919821680132142, + 0.18196958327459123, + 0.0174737768408386, + 0.7863129441371186, + 0.0322080068750119, + 0.2859710211227884, + 0.03579764874301944, + 0.25908660627146607, + 0.6491889276832601, + 0.33040682511596486, + 0.5859869424466766, + 0.2987951361166367, + 0.17510115334846488, + 0.8029769727598354, + 0.6626156416108445, + 0.7131263598897579, + 0.04641419261109836, + 0.7557553477788583, + 0.3600106344274199, + 0.5925832026714083, + 0.5523982094690829, + 0.30836130184908817, + 0.7014103244002086, + 0.28542319416612044, + 0.7804322278255929, + 0.3243566465597295, + 0.20287360326707932, + 0.5269522509207779, + 0.9817591513602508, + 0.8122406666659453, + 0.0427162452103568, + 0.6993534562333209, + 0.1692869980585, + 0.16691280756174326, + 0.7568644867859106, + 0.04532755839020382, + 0.17456060895484504, + 0.6410035668904672, + 0.7453942920866454, + 0.38941573864664725, + 0.5888347843612747, + 0.4970529859263614, + 0.2891966467017366, + 0.00981188480524468, + 0.46387240408097746, + 0.2905387290234174, + 0.3689471880712316, + 0.822258130937468, + 0.8318889528574989, + 0.3971927643088198, + 0.9553941585478867, + 0.5552181954501262, + 0.21324189274045768, + 0.6123189807931877, + 0.024627168638958724, + 0.4538152073057852, + 0.82111606393326, + 0.02990377419184706, + 0.7614305563661433, + 0.22374300644289674, + 0.5021460078840271, + 0.18578318071230088, + 0.042351760382515244, + 0.7479943148390292, + 0.5949890858416635, + 0.31370637435791526, + 0.27058662281812274, + 0.3679493406544476, + 0.5117555216181806, + 0.7307586766146984, + 0.34001680151365554, + 0.7938973525964452, + 0.5342857684430943, + 0.3888457859223852, + 0.8972022324205684, + 0.6506244913633498, + 0.010832580896536794, + 0.6195518261036718, + 0.40084476853065026, + 0.33488806558218964, + 0.5873854326956467, + 0.7164847524541411, + 0.8641570791345556, + 0.06992623416057789, + 0.17020941322643357, + 0.27527883283816373, + 0.15784962728241347, + 0.3748949922430407, + 0.09186966424959764, + 0.9182187911446265, + 0.3066468776459129, + 0.2639022651655526, + 0.5978098024606134, + 0.1916191098417262, + 0.7564758115550012, + 0.7424670768879691, + 0.402734749364822, + 0.4644276623639473, + 0.8715038255640908, + 0.004529304409825003, + 0.5836663595649063, + 0.5205922871117532, + 0.5901760742216133, + 0.3191112709193371, + 0.3142409589719694, + 0.7430130509324608, + 0.06542668019415468, + 0.7185044890872914, + 0.870172186902247, + 0.5659382943413194, + 0.6342364588278205, + 0.28888576451173387, + 0.6792158989665481, + 0.057373515990617935, + 0.07163876076372716, + 0.20475914561247505, + 0.133955531009545, + 0.9511581785887357, + 0.31086662709804147, + 0.8307931902305641, + 0.9577552806401665, + 0.652200676684634, + 0.9181235707041357, + 0.5976990278648208, + 0.9006600188391164, + 0.5950723358520438, + 0.1140676868565329, + 0.025852767566422786, + 0.6749875021852575, + 0.20830726184068266, + 0.909000898650606, + 0.7120019368022787, + 0.35999320478646935, + 0.9173533671833184, + 0.33306130569996056, + 0.5000627981478776, + 0.10195035753778359, + 0.9722716279758836, + 0.20964725855877314, + 0.5825978035579413, + 0.6049169355207782, + 0.4909790426727781, + 0.5289779765461556, + 0.45095587874115767, + 0.8262345833304583, + 0.2981918578724301, + 0.6127941109761433, + 0.5108340809547144, + 0.19188450765020543, + 0.5103472284947226, + 0.19470811009908512, + 0.9799156283307316, + 0.8157428837773204, + 0.9206384586897751, + 0.02576766128414748, + 0.5904958448949141, + 0.5275316962936156, + 0.5257654223213349, + 0.6949739257061338, + 0.535316979880157, + 0.02789432111262977, + 0.37917443255620525, + 0.7520050175449827, + 0.2241052191110055, + 0.7411427533645969, + 0.23511297670629655, + 0.35116549285827814, + 0.6010125461196384, + 0.755122338227554, + 0.1919038559531971, + 0.6002582616049799, + 0.5828834016425897, + 0.8613025656589907, + 0.38157418322342085, + 0.028434328271218546, + 0.9388255991879205, + 0.07906422069977348, + 0.8656417579253393, + 0.555216783776879, + 0.7917382044894943, + 0.05836148060455599, + 0.5648428436957619, + 0.02344449773129344, + 0.7827445547803737, + 0.4839011480073925, + 0.14802323931198386, + 0.9215987747748408, + 0.19406642889280606, + 0.8685174739947926, + 0.4694768724249118, + 0.35332426213512846, + 0.4709423493115473, + 0.5286354839863056, + 0.9077843135231989, + 0.397743717523352, + 0.70300540662983, + 0.33713623527475667, + 0.22640193368485606, + 0.5051372910137608, + 0.3983164200626821, + 0.33658457002046566, + 0.2739113978780775, + 0.49116747011066314, + 0.8421364444197754, + 0.7814081395004225, + 0.8812957044964733, + 0.818604142809443, + 0.981053070141074, + 0.9356435880099798, + 0.7712022177012687, + 0.2614926373412282, + 0.5752065893966737, + 0.2343731214785877, + 0.20366912848055418, + 0.4247976277497888, + 0.742640268745904, + 0.6738619105071464, + 0.6921794541268853, + 0.7846822035826879, + 0.1470393296486613, + 0.11357904592408247, + 0.6440076043536376, + 0.6263391076783316, + 0.820280535080722, + 0.2536030804661491, + 0.8494361885270424, + 0.509087630949697, + 0.6843232149928129, + 0.15621694840799538, + 0.5704910735790814, + 0.9883011486355824, + 0.9054454344650421, + 0.7832355562606466, + 0.1375770194355596, + 0.8222725361376746, + 0.12432009702129238, + 0.33265051623495756, + 0.6427799170855172, + 0.9618755189799802, + 0.45761805488714047, + 0.4605358639270791, + 0.15672886259887409, + 0.8389977101352923, + 0.2763070581912138, + 0.3044024534647049, + 0.9039465912068054, + 0.7438439699524637, + 0.16917022079372718, + 0.39810539799914135, + 0.11923615374319096, + 0.904276464438728, + 0.8361987476394865, + 0.8047215404907415, + 0.5917224834405169, + 0.4804343720684504, + 0.9192012400382079, + 0.8414748630764933, + 0.43785428557274714, + 0.7435992604767993, + 0.5302135169109513, + 0.30356929506498187, + 0.6406908318148306, + 0.29391772343162537, + 0.14497210860278464, + 0.978569986802072, + 0.7551608848207639, + 0.08701629183379206, + 0.4514548331975629, + 0.3774231350706499, + 0.6829685147669747, + 0.2840726873102304, + 0.340147932085438, + 0.303535586871685, + 0.9153406415233516, + 0.030592690769243085, + 0.004823121081136198, + 0.8440858912418259, + 0.1361058700182014, + 0.9208816897137697, + 0.9472073950157348, + 0.48828417229642135, + 0.571432946111627, + 0.9438091574460922, + 0.19464208426742569, + 0.3344869649716845, + 0.49342976684112977, + 0.6899109683394078, + 0.5077707198031849, + 0.0976158949655111, + 0.270970263464664, + 0.09187575001230502, + 0.7796268399389372, + 0.5222825414874249, + 0.6607297253027445, + 0.2593349650967669, + 0.27777380869263935, + 0.8770491434616408, + 0.3248248253683059, + 0.12619233781566147, + 0.9286056293108935, + 0.921154361621799, + 0.03497452879972748, + 0.2913582167318861, + 0.30597856182215544, + 0.47048322448164737, + 0.9921965399689451, + 0.08195554119816023, + 0.13971263135180384, + 0.6166993343089934, + 0.24652181674522977, + 0.09444068361284375, + 0.9947104259195139, + 0.38032700619257265, + 0.1480060789587787, + 0.7899705559615358, + 0.09421251830106386, + 0.8237659355887149, + 0.7030370214770804, + 0.12543479709534122, + 0.2403785423205667, + 0.17067536470052685, + 0.4093821444369217, + 0.5214959997559969, + 0.06537171414623284, + 0.5070930487965375, + 0.81464546189472, + 0.7662748305395197, + 0.8040837909451866, + 0.6211773380234326, + 0.8797399416228042, + 0.4073938775306278, + 0.633256058521757, + 0.14413758901952367, + 0.3574564383987508, + 0.7599498604900428, + 0.5351161142517463, + 0.12588305982600773, + 0.192119401184208, + 0.7612399588883234, + 0.4387232050354146, + 0.003961973598595276, + 0.6908397719148878, + 0.9637905097006306, + 0.09927214819610408, + 0.8004316456217098, + 0.0991908904858041, + 0.4247547083283548, + 0.6121082285156184, + 0.1550528415670196, + 0.5673958251359161, + 0.47708822952946434, + 0.3687727714861283, + 0.984199202698124, + 0.49171514095343194, + 0.23039733891734665, + 0.17319177175802797, + 0.7013653241685238, + 0.5379109990650268, + 0.7448005928586714, + 0.5577443893384009, + 0.8238976338144259, + 0.1785542447369834, + 0.4418073262496418, + 0.7695138290491284, + 0.14511929413282276, + 0.7873003524531078, + 0.41565660886512756, + 0.8452544695298038, + 0.9678730975255035, + 0.39762037906731795, + 0.8114836730715282, + 0.3640374781069815, + 0.6085591028995547, + 0.5958247905017812, + 0.3535179000205831, + 0.7475237731614346, + 0.8415875162773512, + 0.2059744810218891, + 0.4486234272679703, + 0.8498943039894866, + 0.4432218015324587, + 0.7588479583170977, + 0.4604276580481367, + 0.09879644638540974, + 0.7368873411769946, + 0.786278468663945, + 0.9338012871820246, + 0.639956043004236, + 0.7620139100577074, + 0.5643019293063288, + 0.6565211795091265, + 0.12485262777252698, + 0.055455180806740056, + 0.08065213728945225, + 0.11161728641704022, + 0.48257352878272214, + 0.9084679618139522, + 0.7161926799214869, + 0.8190079720499366, + 0.8195112309343968, + 0.42719924532330267, + 0.9093251328827276, + 0.7118239541612126, + 0.1488207479219999, + 0.172219421126236, + 0.14403152166605998, + 0.14034211853797413, + 0.2259359038790893, + 0.28048367916321887, + 0.4880865326607093, + 0.09539482564539054, + 0.753726497543826, + 0.9790269759884973, + 0.8576172874620587, + 0.10991951178105347, + 0.5234024549631568, + 0.5942426769193702, + 0.6276277746645955, + 0.09964501194849396, + 0.6381772146232998, + 0.6420757465144205, + 0.14294903062224423, + 0.4486328221663928, + 0.267615307225195, + 0.002235865968322936, + 0.8120871887107951, + 0.9859916339975244, + 0.49521664823199396, + 0.5080899321522045, + 0.4045506658005647, + 0.2815382520606867, + 0.10472180694579153, + 0.8376495388497451, + 0.6289873729539563, + 0.3110839339084046, + 0.6437468189220917, + 0.7739149122504468, + 0.6972250221403302, + 0.8999805091403901, + 0.38932205861338404, + 0.7350844673631763, + 0.7949355330091561, + 0.7730338209226751, + 0.8622771519370168, + 0.34439843669959924, + 0.9039368769607736, + 0.2709624395521512, + 0.7611869987742874, + 0.16033184043251286, + 0.09833428240244846, + 0.907093596402039, + 0.4060486567259909, + 0.328854401522752, + 0.11855746865000538, + 0.47466665551841325, + 0.011095317150659464, + 0.6294485301871106, + 0.2877493472287812, + 0.37202224051270727, + 0.45491970838759727, + 0.9052000591748377, + 0.5668213029992379, + 0.6973963224659075, + 0.6518668633223563, + 0.9676896786698286, + 0.23783008681158208, + 0.9854500376385752, + 0.713475132461852, + 0.49328144225354015, + 0.43521304577739767, + 0.6617637610302209, + 0.6713536044877908, + 0.3694663833026975, + 0.2656323874761165, + 0.5672673438761983, + 0.9391503270435525, + 0.5707750993812464, + 0.7138472448432494, + 0.11525647022191637, + 0.2084596639866565, + 0.17356240295666392, + 0.13550895894347753, + 0.364901381160326, + 0.8892367586770722, + 0.25531355094953606, + 0.4839850306534413, + 0.05951910554557844, + 0.7141378981678237, + 0.0781696721064386, + 0.5309078092274799, + 0.2425367370006563, + 0.6285321079045447, + 0.7130376594361388, + 0.47741292916457134, + 0.6483452997864056, + 0.5754919735703812, + 0.03582024073194127, + 0.9581527325647128, + 0.6296584939454775, + 0.9735667310378907, + 0.3189813013950695, + 0.40998525126882335, + 0.5458783402216065, + 0.9681364060689064, + 0.4068507178486135, + 0.19928740866092198, + 0.23626431922212415, + 0.14669943909640792, + 0.2234080247606911, + 0.8667869175176262, + 0.4742736023902095, + 0.5887708013615016, + 0.6220049551753294, + 0.28049924569382734, + 0.999643505821638, + 0.8677774104535787, + 0.54480164361633, + 0.5902600378281417, + 0.3447586444254983, + 0.5655242881923379, + 0.43749868777091416, + 0.2054198349912722, + 0.2795137211987746, + 0.6610708489644042, + 0.6148847782332415, + 0.8393557886949898, + 0.3435690949991236, + 0.23198445444858085, + 0.07922566645100154, + 0.22417803763380756, + 0.05201216357150728, + 0.393970691813334, + 0.5044834112332636, + 0.3400116317596905, + 0.6442427109491946, + 0.7680780480024758, + 0.2420071780044542, + 0.42724857110639863, + 0.3407947986358153, + 0.21345898201953079, + 0.1822710089295353, + 0.1401066755408889, + 0.10839348923315545, + 0.0003653213437805939, + 0.10985470213264642, + 0.9730498690328727, + 0.38496158698713834, + 0.5659665705773469, + 0.6150524139510363, + 0.6910092492711549, + 0.9820331945567468, + 0.1786184587990669, + 0.33762746717991327, + 0.1724200802492259, + 0.5181585737588422, + 0.8657377161686959, + 0.4810162966033201, + 0.7268080850957078, + 0.8119532458615422, + 0.6763556322009676, + 0.6102889555040857, + 0.5842565647895773, + 0.4792626480274166, + 0.07114985871793023, + 0.14925161212010535, + 0.3909496625284322, + 0.7677113973588137, + 0.24372521616405102, + 0.5869284760342987, + 0.5594171799829304, + 0.9046006269038349, + 0.9321683663420949, + 0.7704409655339366, + 0.18040862051013934, + 0.7712578010653253, + 0.7143733377022501, + 0.10619629856923701, + 0.9512107040090458, + 0.7919981432543239, + 0.5378011517458084, + 0.010955011649233829, + 0.0035491181036536286, + 0.16638685694924799, + 0.4363871828372146, + 0.8226825720717588, + 0.11724419526944901, + 0.9483558477768506, + 0.9252374738944521, + 0.13466837646551633, + 0.31767267418535755, + 0.7092848277853765, + 0.8030770643698658, + 0.9638462367921276, + 0.6466014099698011, + 0.7697077139394773, + 0.17005073121812075, + 0.3912696766503968, + 0.8209307652946704, + 0.415572547946922, + 0.05171388153720262, + 0.5261055578548877, + 0.9660414453147073, + 0.4079497122904612, + 0.8600146379457934, + 0.70108875495928, + 0.8183188985144818, + 0.3849163861467678, + 0.9084854015212397, + 0.6085754074162635, + 0.5200646457053161, + 0.09405620991549463, + 0.6949963202290367, + 0.7394880330076212, + 0.2624358516598483, + 0.823172258197463, + 0.08809004492792843, + 0.523752231177929, + 0.32265367457307814, + 0.9415134299628329, + 0.492849780535766, + 0.04341919993730108, + 0.9397848447780373, + 0.5456818295025946, + 0.8554920806775187, + 0.8120321366578434, + 0.3373599420600113, + 0.49208642081764625, + 0.2263876404168404, + 0.6661749113540982, + 0.015688260016901844, + 0.3727496137500267, + 0.1678826526532859, + 0.8040209055476149, + 0.013265543124725707, + 0.9537524761949063, + 0.5878006191264884, + 0.909514370814784, + 0.33302070049161153, + 0.03540260161491526, + 0.45438544981497087, + 0.19287271267606765, + 0.9046517234297639, + 0.00885982498269648, + 0.8186483588381852, + 0.3572285178087788, + 0.9644389372250072, + 0.7995121664635446, + 0.17110920717720213, + 0.23970342901641217, + 0.2274155832388206, + 0.8702561970090515, + 0.22128054222015575, + 0.31363623340996327, + 0.07597239159779731, + 0.06270260314917074, + 0.8612339916566949, + 0.35448099523676413, + 0.1383124037801518, + 0.06640069182663187, + 0.9627818757194633, + 0.8500201156823499, + 0.7780961536413322, + 0.9306784101772958, + 0.6971232505415688, + 0.2592985246643529, + 0.29616613832834804, + 0.6467376221393117, + 0.5358007292749213, + 0.9072202084620264, + 0.46528519197604007, + 0.39023003319771576, + 0.3581183021689222, + 0.3140374586647139, + 0.3983905926625404, + 0.932320218372041, + 0.15321402546677615, + 0.20703983807429083, + 0.9159320653345874, + 0.23267528668233678, + 0.5918666360813318, + 0.23566180785546975, + 0.7781351660086688, + 0.20552395894252468, + 0.37826233576038104, + 0.4770908737901884, + 0.42774415442372826, + 0.45079758157395683, + 0.24039694672372158, + 0.7469952428008197, + 0.4293103573799359, + 0.08858362037271594, + 0.9815713659717494, + 0.4218598730715662, + 0.45921625508503267, + 0.46548098410229866, + 0.2327131976068308, + 0.7566170438673953, + 0.0023395951456629633, + 0.6104820023343427, + 0.4397185067886157, + 0.286290615252001, + 0.46935665202546684, + 0.26517331817413714, + 0.7904722027214366, + 0.6811298501819715, + 0.5245068162423928, + 0.30772984602949516, + 0.20852891701036336, + 0.9804867015023591, + 0.5818133529810038, + 0.9620879955662849, + 0.13911676251291566, + 0.5326092562595688, + 0.5132765274174445, + 0.3569021591427084, + 0.7969294510887652, + 0.19621273069987294, + 0.8175681069138172, + 0.5856257758114788, + 0.3592900409517582, + 0.9193338356059451, + 0.13164475779982143, + 0.16150488841347477, + 0.7286329973732697, + 0.543913474872919, + 0.04401785612555777, + 0.9979447712853697, + 0.648046831437898, + 0.7718733313443619, + 0.11540853172410764, + 0.828309473562048, + 0.519463532924994, + 0.03671804425081791, + 0.688694338322541, + 0.5928112285364484, + 0.9701053934929192, + 0.7447646281807142, + 0.25271694818636725, + 0.9705110362056611, + 0.08602110246723188, + 0.18719786548228257, + 0.32025875876971227, + 0.5207028163918948, + 0.45214390564107865, + 0.8143090710821814, + 0.3491224402874924, + 0.9822319165021105, + 0.8670917257144681, + 0.9078421158565472, + 0.1733222530956815, + 0.16356864207951294, + 0.4756285203527752, + 0.5461544393706935, + 0.10569242994927336, + 0.6257584366925534, + 0.5028132078825664, + 0.34585967678040364, + 0.4915809490249669, + 0.24699364512800476, + 0.9281365005105993, + 0.7388482019361119, + 0.1177031906153953, + 0.7373176004587889, + 0.8788041732392209, + 0.4020821820415456, + 0.8287090972268454, + 0.7272908796572544, + 0.08355280550710475, + 0.873819663698405, + 0.7339492246817647, + 0.9004875160927753, + 0.3690516665279327, + 0.8977666412739227, + 0.42175630573441586, + 0.8162495755394189, + 0.260273742129608, + 0.5522803931281886, + 0.8630508721137055, + 0.7834780469401692, + 0.8010051497769919, + 0.7153806199651803, + 0.16520673928343205, + 0.9875833834748176, + 0.963934462772519, + 0.4048874694378151, + 0.7609906515558611, + 0.252340447243381, + 0.09527472796243658, + 0.8577276112578038, + 0.2045171528314107, + 0.5895417639351616, + 0.05041250552026984, + 0.2809957050764581, + 0.6308174565814834, + 0.002164126963581577, + 0.6693362659151817, + 0.22444810294839568, + 0.3590975209267593, + 0.1384557161885715, + 0.41136156814994407, + 0.873138698156789, + 0.7616775065541715, + 0.9104728144531942, + 0.1730681412712033, + 0.37394748296806796, + 0.275629096650149, + 0.23084911871829877, + 0.829962238548231, + 0.17135048057252383, + 0.2522928378591663, + 0.19893748341799317, + 0.2929280787077828, + 0.5796990903884448, + 0.8563675699538731, + 0.16233036154777375, + 0.21867853551994454, + 0.15317309614570873, + 0.623771769831236, + 0.645376088156488, + 0.8988066725362165, + 0.22829907232642194, + 0.29963452465440454, + 0.5361247524520273, + 0.07231821634949938, + 0.108528204004883, + 0.3437504689389611, + 0.6334051412858509, + 0.9637068248591343, + 0.16821381287170256, + 0.028649712096003616, + 0.6362147434171831, + 0.9835030422445624, + 0.7968064665608737, + 0.9758635705716504, + 0.34883371680036995, + 0.5667310629987875, + 0.1468992158904256, + 0.986005686238849, + 0.8723016424737345, + 0.3250292065060034, + 0.937793082726089, + 0.6926802618279971, + 0.529377789759743, + 0.48365125341837123, + 0.9818335716457912, + 0.7906101421134797, + 0.8342161323311734, + 0.17762496642593267, + 0.29405777872434274, + 0.9059428220048293, + 0.9544694264971018, + 0.16132727935522412, + 0.5909550610472689, + 0.2075536359246481, + 0.09128673526737757, + 0.9347091533532228, + 0.31301215721062114, + 0.8543766752539766, + 0.7176275822518948, + 0.7147384867538449, + 0.48804439993855264, + 0.5964037530057519, + 0.15007608964418878, + 0.8523286501269245, + 0.08837518381483717, + 0.8837467707000223, + 0.9717388133364138, + 0.5854138966220541, + 0.9105116303584244, + 0.6196228277123582, + 0.35492722950986366, + 0.8684089327653695, + 0.9691344262392425, + 0.99706514470423, + 0.5789014784260866, + 0.7853477834208956, + 0.7378390629187483, + 0.8068428026726566, + 0.8924017916845287, + 0.3863498147175507, + 0.12492848641573356, + 0.7126783519919561, + 0.7230301718968467, + 0.5896199908677207, + 0.17184603044477753, + 0.8940468736192437, + 0.028012969812119714, + 0.8494667787191779, + 0.4825352091459014, + 0.5772378008977952, + 0.1411148738380063, + 0.7894709214934876, + 0.28553247710737084, + 0.18374680479380717, + 0.7136404968926279, + 0.6345139887334279, + 0.0256428674667114, + 0.23675895990873974, + 0.8172795194591946, + 0.6602072216056374, + 0.2205819158647161, + 0.02455355137547806, + 0.3912331607054865, + 0.11971857950540554, + 0.41960754661739297, + 0.5015295788747864, + 0.8910365430673721, + 0.2339235680941919, + 0.20399787042719553, + 0.06592123141468229, + 0.30526129454041606, + 0.6411264215953916, + 0.3333027310997341, + 0.7908915932745485, + 0.028591992453715, + 0.5635309902203578, + 0.039841199604461135, + 0.8745417766601681, + 0.5827884046579388, + 0.5023518995736271, + 0.6715150178310849, + 0.35677531052244, + 0.9177968476826031, + 0.672042632201033, + 0.27713371191327413, + 0.6597359402599325, + 0.8393314209349336, + 0.3488722237668107, + 0.8545402878249725, + 0.3121527810350679, + 0.11625457696032554, + 0.9332153640654678, + 0.3553143520100145, + 0.22617561107902057, + 0.02396769936119991, + 0.9622110876749554, + 0.47627581085999193, + 0.2694102444894391, + 0.09489348776912127, + 0.033443089741503285, + 0.09075177671751672, + 0.5621697990834058, + 0.4143063131513296, + 0.9565743777288603, + 0.4585554851022014, + 0.2123152055948096, + 0.8756398074789129, + 0.13951718316260947, + 0.5342996546526656, + 0.14221556956849873, + 0.1917027733810926, + 0.25897841931991905, + 0.8932004588788531, + 0.015405827350287803, + 0.5417436906730648, + 0.8451708427633838, + 0.598246246753014, + 0.6073808829333305, + 0.09958239448586803, + 0.3549895997861867, + 0.001306571699293239, + 0.27639231479768334, + 0.38243190092414725, + 0.813051071498174, + 0.41742896607143876, + 0.7994987600780116, + 0.26481108505012024, + 0.4792275833003187, + 0.5935819576263546, + 0.056106638086073427, + 0.3126696257472905, + 0.8911680167585949, + 0.6194280449759053, + 0.6355920080082491, + 0.5066230416109728, + 0.7175737600631975, + 0.7921529149885274, + 0.1367815812334814, + 0.993499752484635, + 0.4913055510646407, + 0.42165946459664017, + 0.5465224585858677, + 0.8173583963254272, + 0.3061455821567324, + 0.19282756841596876, + 0.5051214464706335, + 0.78439707420545, + 0.681616180245126, + 0.043180837446823564, + 0.6763166400978714, + 0.15800319554827702, + 0.6441348921981648, + 0.43103303220307887, + 0.34523732601995283, + 0.24491695707211975, + 0.08842404088285616, + 0.24950095038112508, + 0.7623497424712976, + 0.556464168425991, + 0.7688634321380605, + 0.6356217166777848, + 0.24131386279807043, + 0.238736792950196, + 0.825905762630871, + 0.13262148956550757, + 0.051702418956866295, + 0.014963067764517874, + 0.42545514694226627, + 0.8930956495414992, + 0.027367572153670635, + 0.3183660737092362, + 0.7094389335583293, + 0.5849993718238817, + 0.9725236042714454, + 0.7340251120175487, + 0.4601350700851751, + 0.8013465483456388, + 0.4963590425761926, + 0.7633454633222666, + 0.1539760761723879, + 0.5749125588161229, + 0.6636321336281571, + 0.7535629343582293, + 0.39044228030197314, + 0.7536150684634341, + 0.21973416825371445, + 0.06573936214484344, + 0.04692664358080862, + 0.8726629800973245, + 0.9428725615972077, + 0.5702891645205758, + 0.19585709449102412, + 0.7172677831079851, + 0.7271782461367069, + 0.2382681307344795, + 0.0686868216408771, + 0.2588603718156485, + 0.991676708639672, + 0.0658402760490167, + 0.6076097767822735, + 0.6545379500628252, + 0.4661620712759999, + 0.09118328247639973, + 0.9749921182088158, + 0.27124340621731, + 0.7478418154870082, + 0.2510224167174009, + 0.2412197061275887, + 0.15706691826021524, + 0.8640653518798993, + 0.35359733069601484, + 0.7310223164711511, + 0.0500920370706844, + 0.47934948967152063, + 0.2820479348973148, + 0.09772492438691188, + 0.02785899889936945, + 0.6269725721559557, + 0.6796173414583578, + 0.4081398275098861, + 0.7809786758084678, + 0.6273454647390788, + 0.753536167554843, + 0.13726164683923175, + 0.4146376584457459, + 0.6474422681132102, + 0.7798135443590832, + 0.919723296934264, + 0.008012636305002398, + 0.7505624308327186, + 0.7795343745494215, + 0.034446382648192636, + 0.8387803589656886, + 0.36417325772695697, + 0.6904729391353323, + 0.11736896065543184, + 0.7398663588375318, + 0.5672831473054822, + 0.7643445236861978, + 0.03601879466278257, + 0.6245082078499621, + 0.08740441852164615, + 0.5738852913231482, + 0.7783318347042354, + 0.40157706639618124, + 0.42123549479795075, + 0.5412570245151307, + 0.19268062386044704, + 0.21188924538860493, + 0.42473723163020144, + 0.6884556967874135, + 0.2583635222429844, + 0.765492784108001, + 0.2510319805668566, + 0.39698762386313086, + 0.09140444682628557, + 0.35929173518186, + 0.2414914351977327, + 0.8434883063477133, + 0.6592525582215254, + 0.7291025006649663, + 0.972832751134119, + 0.9801652125708351, + 0.3651721069060898, + 0.9358728940439276, + 0.3611488246869377, + 0.5682665787801409, + 0.24517786386460894, + 0.15702644417160394, + 0.9785719137174962, + 0.636421845374123, + 0.7531545204478158, + 0.4442347890951182, + 0.6151895581693329, + 0.8772147524901446, + 0.6358091258661122, + 0.08299154480547682, + 0.9957409025754566, + 0.21649762678799955, + 0.24955134532590822, + 0.042896551668273476, + 0.6867508523807834, + 0.16443015955973111, + 0.7586079234406965, + 0.3754932237841867, + 0.26397172417762504, + 0.5617330182166957, + 0.8556838228356121, + 0.15514919513119213, + 0.9252773990294685, + 0.9092776877940967, + 0.7115454574931404, + 0.8359413633597328, + 0.5745313992573634, + 0.5879652496063241, + 0.07924338186174529, + 0.3988948308147233, + 0.7450632633331056, + 0.060908426431934996, + 0.26778871077760136, + 0.057060685106037984, + 0.2863505304416849, + 0.939709380724619, + 0.9111918076065031, + 0.6937579607708403, + 0.9579205064283893, + 0.5729057316453895, + 0.9092553472543228, + 0.35537667109655885, + 0.6532205530884598, + 0.24367256752075855, + 0.5072630895955126, + 0.4114072995361282, + 0.35591351222845097, + 0.4582294702926596, + 0.6148490175310894, + 0.96624557432925, + 0.7396907873107887, + 0.7052411329098308, + 0.6544685045810927, + 0.5298961172720067, + 0.2585703834596826, + 0.4269647736252751, + 0.5938905805117265, + 0.5889222769542805, + 0.5931249623683268, + 0.525618015191189, + 0.22468255152005973, + 0.375780959671986, + 0.5894186906359992, + 0.3346863503455676, + 0.4581727820184787, + 0.5313478761015551, + 0.7535756336358119, + 0.9031868317113909, + 0.43832880071077446, + 0.3010539293858926, + 0.6976378740692336, + 0.6788668136736922, + 0.6243326008617184, + 0.2920887280336265, + 0.3305158942505405, + 0.6053339762364985, + 0.26368309938050194, + 0.31463858886880114, + 0.34318771798828773, + 0.810393088247069, + 0.0024171897793042385, + 0.17806235269517118, + 0.8732092030936771, + 0.9863998046318253, + 0.7595999321919615, + 0.9165711921673797, + 0.7299618298338632, + 0.8377527928229, + 0.04306906188934549, + 0.4685118981238132, + 0.9325075764349853, + 0.8664523204109126, + 0.8670239325575074, + 0.7189976747835559, + 0.11369890764668689, + 0.4461896780716146, + 0.9494409279287523, + 0.7780568861565622, + 0.5217849413947623, + 0.5514668385634182, + 0.06791610236102294, + 0.5370773272860974, + 0.11618118322674376, + 0.9750972737730758, + 0.7679910397444092, + 0.7990380432595963, + 0.130021549585132, + 0.4244131065431504, + 0.3723538312852834, + 0.2731966495051742, + 0.7400997965735248, + 0.10617127067441712, + 0.4365245422070869, + 0.8512675749152125, + 0.7853383181045975, + 0.561065750918398, + 0.25447967994684634, + 0.40146115331224463, + 0.8246666739729319, + 0.6098865808390341, + 0.7282456679071727, + 0.17249618156428764, + 0.654785089989051, + 0.6311318748750085, + 0.9990100729430303, + 0.10193919696135062, + 0.22324406355411192, + 0.8576025010958059, + 0.4047526003705928, + 0.08449810278279962, + 0.43736558893502553, + 0.2264011915559514, + 0.6881136999791627, + 0.166077584941986, + 0.28368948714389625, + 0.07204802909912728, + 0.5470311728625812, + 0.504668434756172, + 0.8681289939727954, + 0.6509341869707816, + 0.4067082952954186, + 0.3419633764865413, + 0.9074798743759337, + 0.9685267854012132, + 0.32782979371221466, + 0.21110825542783468, + 0.9899829896236328, + 0.7750277554636085, + 0.7657905667071288, + 0.6354677757656896, + 0.019054041830278333, + 0.5594684545785394, + 0.08466094587588419, + 0.5023509466345507, + 0.7016004710387898, + 0.8811086963682563, + 0.19175383814938324, + 0.7467701141209729, + 0.24952438226901752, + 0.03989768422008972, + 0.846514692858668, + 0.7993041374398411, + 0.724683039043942, + 0.2535571025201066, + 0.9984898817172135, + 0.5239306829946153, + 0.28140156263046534, + 0.05823677067376683, + 0.7321655494613886, + 0.9616200987733561, + 0.6624955041050424, + 0.639612302344045, + 0.11510405464078255, + 0.8804368991157434, + 0.22929870462657592, + 0.06235451793836603, + 0.3032100839170798, + 0.5351777741499526, + 0.27000988461852365, + 0.5604624304656505, + 0.6378360910753655, + 0.9854937810128049, + 0.11948768005014238, + 0.6594247022275666, + 0.738599767875773, + 0.9041226597497546, + 0.19684400571679123, + 0.35449515853757335, + 0.08814237132989061, + 0.20562027388002158, + 0.6712015129070116, + 0.19617791246923394, + 0.7313898609401911, + 0.7220936334336263, + 0.08633789681357601, + 0.07047166106162976, + 0.4420538859115007, + 0.34168509009035153, + 0.3585186299804999, + 0.0887983493747086, + 0.6132624885999888, + 0.6159862044003872, + 0.7718002036623843, + 0.19885236052276234, + 0.23743574526242844, + 0.3470305846063263, + 0.8900580365657754, + 0.2921426381696207, + 0.28735648347434517, + 0.540245953889593, + 0.3846613505835794, + 0.21000284386914292, + 0.40741461788230665, + 0.02838173307162273, + 0.3237653807723455, + 0.586507799018085, + 0.837502464380211, + 0.7794818621338166, + 0.81100469410262, + 0.3914869607706875, + 0.7173251117192543, + 0.7015465640353454, + 0.6109440596559876, + 0.6277904622364809, + 0.11490312903785571, + 0.09180107142946309, + 0.8879148685507698, + 0.3842342579892424, + 0.0480098167388279, + 0.03987620801057051, + 0.03517670547401053, + 0.33631970047169, + 0.3556401570786778, + 0.1729210274224774, + 0.3434272696147115, + 0.9787743479426888, + 0.8517711944836441, + 0.8768572153606484, + 0.5223969923541424, + 0.4286356265213993, + 0.41118469614837133, + 0.28222028157626744, + 0.9241079704798788, + 0.8902437494933507, + 0.6492202787333113, + 0.47710065979318717, + 0.6974561137754698, + 0.5381375730247573, + 0.4095438908032668, + 0.479124553463065, + 0.930341560195852, + 0.15123352540436286, + 0.3354353022666901, + 0.5939620303222112, + 0.04992731075168043, + 0.68615266837133, + 0.27257371630440597, + 0.68697815117998, + 0.15326338019919827, + 0.8810083347833015, + 0.41165044964824526, + 0.5017065655971168, + 0.18445344269150538, + 0.08331322995880625, + 0.5081903411480223, + 0.6161269959504063, + 0.31682679876792685, + 0.32296692631817636, + 0.028459531549779864, + 0.7069921175950042, + 0.43380675215870257, + 0.2835629397363971, + 0.36923639483988036, + 0.007391679763255386, + 0.6790688333161838, + 0.39910810171948646, + 0.5279499763267618, + 0.8370021565305799, + 0.9963724228487306, + 0.23756306800030869, + 0.13972098997779714, + 0.3319483878631704, + 0.8150784758436946, + 0.48391912959665606, + 0.4490179955915946, + 0.5660808889388733, + 0.40818514726913513, + 0.7666195650216985, + 0.9177771281620083, + 0.8350323063938918, + 0.5313449459283213, + 0.9377916925901125, + 0.04979732625364222, + 0.9174867753639977, + 0.27449833055651196, + 0.17764475624104714, + 0.6357667773049995, + 0.22198667660168975, + 0.8240326133532987, + 0.1949229367996655, + 0.6013767636281565, + 0.49655434262038856, + 0.8208355623075632, + 0.6291606236648293, + 0.46842984555803446, + 0.10929041835675246, + 0.2888265636671685, + 0.6766290877268127, + 0.5168419795227571, + 0.23063821478138552, + 0.29985413635608493, + 0.4322542571347364, + 0.004607204377049292, + 0.036902992679077574, + 0.602827038048408, + 0.5823790644336224, + 0.6608769045663232, + 0.2401418124935708, + 0.5646092098649178, + 0.6917592852387088, + 0.8697832791874625, + 0.5103432516395842, + 0.20887927011967666, + 0.8374892535275942, + 0.2885550069245307, + 0.16204145779534734, + 0.7436833414891697, + 0.9738398271032286, + 0.8171203185760781, + 0.5321272456717767, + 0.1877656730568668, + 0.7289374540242496, + 0.7175709090440283, + 0.5075551351572123, + 0.5908792263886156, + 0.39670217301353916, + 0.16409523862884207, + 0.15745601150521882, + 0.953322763998289, + 0.4726732120095311, + 0.009599008629207472, + 0.38964164979007637, + 0.44826383045729057, + 0.4603943248645655, + 0.3192100738788579, + 0.29655515207957484, + 0.7573675070189962, + 0.4771870322171741, + 0.7490485365181734, + 0.3338896449611765, + 0.3306400385310704, + 0.6436039142035739, + 0.5804913445892859, + 0.45997611833368623, + 0.5701404238641035, + 0.17820518892666992, + 0.48497636793069165, + 0.09952346084166835, + 0.47413067370243334, + 0.0996370535028629, + 0.07858175373264849, + 0.4149556032458231, + 0.023719991572335855, + 0.6137003614240322, + 0.04725289928223245, + 0.2110769964696418, + 0.7998132046018152, + 0.7360113619742348, + 0.9511357797387018, + 0.37097233684359854, + 0.2671076826378072, + 0.13401739639251953, + 0.9855074146183939, + 0.5835648653223274, + 0.23853108973580728, + 0.6543038185955934, + 0.7449722530340899, + 0.8260064155364721, + 0.24245899092066137, + 0.43833419835758775, + 0.9083445026850938, + 0.13513181103986194, + 0.4335357402707194, + 0.26799175414145404, + 0.9564867649625476, + 0.16592334787646956, + 0.0935722689947267, + 0.6178323375932852, + 0.9600939089463308, + 0.392522074941577, + 0.199800335818118, + 0.9568021578878337, + 0.2881853410821687, + 0.7528919951788557, + 0.9993554385492469, + 0.9408751381820002, + 0.0998477150572547, + 0.22013624670442494, + 0.8473216679720985, + 0.1251512024196974, + 0.5116602113604024, + 0.08166202343750384, + 0.21678021910911793, + 0.2555055133991706, + 0.2623221637109098, + 0.0795387853505074, + 0.5222809628062389, + 0.14443040445849398, + 0.6691346865914222, + 0.2751741864811661, + 0.19298782610616144, + 0.4567129184885777, + 0.4502475199371794, + 0.009212623369862161, + 0.18947271922486703, + 0.15382843090411952, + 0.5014399072882091, + 0.6784855358318195, + 0.5697809186787559, + 0.5189723199807654, + 0.40868652380380005, + 0.7967732562650529, + 0.8552062474638864, + 0.8253625919419978, + 0.07498170779488042, + 0.9093134949749447, + 0.11243354380717341, + 0.3593095056625596, + 0.5825881586197635, + 0.7164452235849046, + 0.6531949347729166, + 0.8052052252421159, + 0.46491176935005063, + 0.6075941651472605, + 0.8042447360923151, + 0.20883487870446366, + 0.9085098745403819, + 0.24373069111295148, + 0.9968772303319071, + 0.6687906803491299, + 0.5457726743653835, + 0.47946794777595303, + 0.669340455015087, + 0.07341955257789966, + 0.5307096096337472, + 0.4233641967653369, + 0.9072245897834508, + 0.8114118916445372, + 0.18923702351514687, + 0.0171354699858926, + 0.7229168656326947, + 0.8387372150412687, + 0.8350814629999179, + 0.46474537582362696, + 0.10421630287732725, + 0.1171508900721065, + 0.7554878868638304, + 0.32495719040591325, + 0.31953638630490866, + 0.3260836245129898, + 0.16590662783362825, + 0.7750271801716662, + 0.6224693731877335, + 0.7528377412482006, + 0.7820166778266654, + 0.38788995773292645, + 0.2254072409813757, + 0.40223690351067554, + 0.9049173547367966, + 0.7859742279474844, + 0.7575481687713221, + 0.5556786699354817, + 0.8776546576737098, + 0.4866946194570432, + 0.046910078185593916, + 0.19809502520725608, + 0.6996910024278556, + 0.790694613415672, + 0.7032298223606914, + 0.6396823887365942, + 0.6637149148707414, + 0.9531888432710811, + 0.2843785586086478, + 0.10180725201060581, + 0.6553545244188647, + 0.14823780050788782, + 0.11612694452717631, + 0.7162340199319451, + 0.861960108645841, + 0.028342800075556278, + 0.7141997758882362, + 0.40586746584744765, + 0.3106384314090811, + 0.1733347019777441, + 0.5969350555216266, + 0.13693037785794288, + 0.5838800062605872, + 0.9004177593406923, + 0.04562258837393539, + 0.16414287511651254, + 0.7291865940251934, + 0.6201509893704271, + 0.3756745570017692, + 0.9948790949932104, + 0.8946664877326838, + 0.6935623697022992, + 0.6596914561830021, + 0.13528465735515627, + 0.2379770549587381, + 0.18504857521442813, + 0.7386409263359854, + 0.8445998136534856, + 0.5723032572916741, + 0.7047512408481605, + 0.9689837752713623, + 0.7420067795237463, + 0.42133295689900496, + 0.21438152602510196, + 0.4759051612736787, + 0.9918410097750555, + 0.9085437754692722, + 0.8339845708477773, + 0.8600907473970943, + 0.4839399651030663, + 0.9771572827619005, + 0.9941452524127135, + 0.5578502793132621, + 0.6446237775852537, + 0.9534717001625252, + 0.6052215815725266, + 0.6156899090147951, + 0.5958174062276674, + 0.9548813205037072, + 0.37264919348086634, + 0.2955339421715863, + 0.07106341532782805, + 0.7281138867748308, + 0.7859689050284692, + 0.6227727439209874, + 0.6863770686519333, + 0.5360328670840815, + 0.014601210624466475, + 0.4293352248753247, + 0.8812574944052883, + 0.353468939899291, + 0.0719798920356094, + 0.5025391275437453, + 0.7671472149575321, + 0.9575166907463063, + 0.3874825249966496, + 0.6702517269613812, + 0.5488383624275023, + 0.3028746817136482, + 0.057861824321168175, + 0.5384190579617678, + 0.09282799558189087, + 0.725009864014897, + 0.10499465462201912, + 0.9611187546251694, + 0.9680740419633008, + 0.7506756382635128, + 0.11374087900091373, + 0.12249028156541664, + 0.6835608654920924, + 0.19195344407739506, + 0.48910764695226194, + 0.8833855546841325, + 0.5731964780770192, + 0.9374100907943412, + 0.8985667533727059, + 0.05907400527641711, + 0.8928248592236265, + 0.9589778399381115, + 0.8186435330102397, + 0.5169477565500374, + 0.3264589762392355, + 0.8997693882550959, + 0.36683110848251976, + 0.5642831342228579, + 0.22466575140365425, + 0.5999106085404933, + 0.7903436447981063, + 0.7111128896347645, + 0.1652769076125461, + 0.48547792102742726, + 0.24562848754639627, + 0.36639364902450344, + 0.6042911425690672, + 0.1994182100405012, + 0.006524000520159509, + 0.4325964870233083, + 0.5490044579766629, + 0.648042784999713, + 0.7364824858859543, + 0.28046252682912404, + 0.1433783083404761, + 0.18733682619218067, + 0.2894696804977319, + 0.5686525982227519, + 0.4710776929478822, + 0.6995488198563884, + 0.075859582766805, + 0.8098670274414486, + 0.5709291070642336, + 0.27346825205727276, + 0.618523593118468, + 0.5038690818917184, + 0.8668162377193274, + 0.060879167924098816, + 0.4901132404183621, + 0.9378181426754648, + 0.5527421193566474, + 0.24605704709683546, + 0.6870309144267853, + 0.48857898532220384, + 0.19428717969699505, + 0.9237967562662938, + 0.026666479408527476, + 0.1882679028277186, + 0.9961273729745306, + 0.6219668055878019, + 0.5806177894024196, + 0.30679684820222064, + 0.3934112661319109, + 0.8586011118062857, + 0.7534494013922922, + 0.535656794883208, + 0.5517913097204026, + 0.8578469122868183, + 0.9617096323001159, + 0.018609015616829636, + 0.762125001651845, + 0.5267453888848396, + 0.4863632171107966, + 0.5902505409509865, + 0.30506968816175245, + 0.45669571546681115, + 0.7476090590716472, + 0.16144253563045247, + 0.3875805572192831, + 0.7356411573552946, + 0.7666098026320358, + 0.35828698800813263, + 0.676166670884885, + 0.8285261084981952, + 0.9805766893505397, + 0.13058724339664873, + 0.859438135399152, + 0.8190924360336163, + 0.9647945636088846, + 0.7909829277996451, + 0.04521035027787886, + 0.6931240621327865, + 0.515672002939663, + 0.5366072331627539, + 0.11094476700204203, + 0.9556964781018075, + 0.6787255029727238, + 0.14599558055349776, + 0.28886951541735373, + 0.448170431914392, + 0.11942013470636137, + 0.53515717743988, + 0.6847102593866837, + 0.5930262031986587, + 0.7103206107718358, + 0.25174474278480086, + 0.5657627631019755, + 0.442368469446111, + 0.13351223211009572, + 0.42170154694896, + 0.5181718607982715, + 0.17280462483549663, + 0.10638959182972979, + 0.7010952079361267, + 0.8232050384535354, + 0.021554999464541327, + 0.5758720020434503, + 0.6925865582689037, + 0.6659167466967624, + 0.39997528771290414, + 0.6696408708457839, + 0.3453775334989332, + 0.46410466894486424, + 0.6962570742760188, + 0.5296347617252807, + 0.6074750699134852, + 0.08219944888077269, + 0.8580548787866937, + 0.2109274925361782, + 0.09561965937910616, + 0.1820453067385085, + 0.22789505912992108, + 0.48851980647160426, + 0.29867363831067595, + 0.759973805520278, + 0.1502061949334702, + 0.278768778221844, + 0.339037340073976, + 0.4503020527410491, + 0.2179641605231965, + 0.152725549286717, + 0.547791349019628, + 0.4088875297488067, + 0.9067986500865799, + 0.2930808535817252, + 0.7114172100800775, + 0.7417781963645553, + 0.4180444981757303, + 0.9367779243652706, + 0.512914720578048, + 0.2614133713980945, + 0.2190945043738814, + 0.4013688403177844, + 0.45286301815973967, + 0.05883352038905468, + 0.7850037535101443, + 0.03133314705249984, + 0.6014283772728032, + 0.9825055019352503, + 0.5191736127417549, + 0.3665055349480655, + 0.04970472599459265, + 0.2003703222972813, + 0.8809075713162242, + 0.3526939840489933, + 0.4126946721746242, + 0.9117962190693915, + 0.41066236603615514, + 0.5602173068607907, + 0.623439726434359, + 0.6035015657113224, + 0.9124783445880239, + 0.6390096711922614, + 0.1576713747947524, + 0.3941666718861247, + 0.026694209022234818, + 0.06738012195641384, + 0.42041651201069113, + 0.6255211265778737, + 0.8147260382768222, + 0.9950781209846079, + 0.1583388731504911, + 0.15457197782324344, + 0.8389189806381608, + 0.3215001200516372, + 0.8761668333636567, + 0.8581684550053084, + 0.380525540434035, + 0.7828483132754245, + 0.15220003997061277, + 0.27900615981876, + 0.5314106834084587, + 0.7435254625617018, + 0.3583069937878354, + 0.17769611099308985, + 0.021598986040774197, + 0.5611864602802018, + 0.22777880230367986, + 0.4350927023324399, + 0.18469992326178686, + 0.9493396822219057, + 0.5586042319794307, + 0.8766669443294093, + 0.45962715458679815, + 0.284396527924653, + 0.2759835134782491, + 0.5175422698743102, + 0.8826205382847113, + 0.42759544837577185, + 0.042561067996327744, + 0.3519375877866441, + 0.3267090550098093, + 0.39339188793905655, + 0.1936248720675931, + 0.3591567900116439, + 0.8811250205298318, + 0.5644460448986381, + 0.790170849380993, + 0.06271163200601657, + 0.8362363654017955, + 0.2391717822421171, + 0.3175351466093781, + 0.3749112498996704, + 0.8178363721760922, + 0.48400198550889806, + 0.8758420316267836, + 0.9170959144988722, + 0.4103284952344918, + 0.04595413441806189, + 0.44834527739027347, + 0.1921543166761498, + 0.7406341415720581, + 0.4243434530127838, + 0.3665238042579255, + 0.8388105148646188, + 0.5395472492150556, + 0.16556500727218543, + 0.9922342437055984, + 0.020217513409546632, + 0.028473433436009967, + 0.46724116537312976, + 0.11306501570059513, + 0.3804210747779835, + 0.7020803853394435, + 0.5189740963236021, + 0.5121113847366883, + 0.39508499659924556, + 0.12054917611039206, + 0.36765414450206413, + 0.3721377973577814, + 0.29593908931426005, + 0.9652239480399973, + 0.8473707047437773, + 0.7069067672094039, + 0.1806615533022683, + 0.35428004177916994, + 0.12823529719506122, + 0.08628478712733284, + 0.21884687809817427, + 0.9826989241144874, + 0.26388110880090576, + 0.5820487724383111, + 0.8099201560539145, + 0.6271057174247578, + 0.177472367182746, + 0.14216004724137982, + 0.19316806241567536, + 0.4197571942505972, + 0.8740598073378689, + 0.20152836526304269, + 0.5239662800826234, + 0.14984730305127197, + 0.012012055205452022, + 0.9970412564601817, + 0.8587146362232163, + 0.7423732844941437, + 0.5692897091830603, + 0.09850006598332622, + 0.7334853811827265, + 0.49049207649804544, + 0.7167256099876413, + 0.8638332563035394, + 0.18144804342228887, + 0.9023754069966692, + 0.0716876229662541, + 0.17122010178635588, + 0.8057710221305243, + 0.21968684685522538, + 0.9233298087898562, + 0.472295825873531, + 0.3326197147461606, + 0.9919882172110761, + 0.22216957933175885, + 0.44473959432283866, + 0.2946611863559436, + 0.8189401322922393, + 0.41829121411307835, + 0.5522218474844074, + 0.9185090426994995, + 0.9434494766606142, + 0.3330365234170318, + 0.7884864924758164, + 0.8084674639331473, + 0.8979303973842785, + 0.09896958400961742, + 0.548836732716877, + 0.735879449825583, + 0.6938284334925929, + 0.34438277085025326, + 0.35651214741604453, + 0.157508920784811, + 0.7163680343361654, + 0.1733195445440941, + 0.13759991479456696, + 0.036382325436158325, + 0.74363676534225, + 0.4784407399117701, + 0.7900919830121725, + 0.5554794902425992, + 0.8633515682738275, + 0.7272459505421824, + 0.5730563338468927, + 0.912479085911929, + 0.8152554404695278, + 0.793419537867149, + 0.8372640902359234, + 0.9554280275836202, + 0.35298414478972373, + 0.26853324187993866, + 0.12981498540062214, + 0.5268541990566578, + 0.11139835758913197, + 0.24019326258182544, + 0.2820240876869694, + 0.3710335652115667, + 0.7446745560055282, + 0.1846749794819218, + 0.9506275144969109, + 0.5110067401963779, + 0.9249073669137828, + 0.4428038953749435, + 0.06868408188832871, + 0.02718720308279957, + 0.8926917847853709, + 0.683349080607413, + 0.7401381137441095, + 0.6411023772276259, + 0.20463088125006318, + 0.16769101188335955, + 0.004675882671661637, + 0.6045827077833599, + 0.05237025873903739, + 0.2479631086457471, + 0.5397629882361031, + 0.9152653348305326, + 0.7522633934385812, + 0.6893029149587339, + 0.24373993774318453, + 0.3103226968983942, + 0.6853923348475963, + 0.4473513829766824, + 0.18508518296767745, + 0.7427925731297161, + 0.26311451094336075, + 0.5812237971739946, + 0.047682303976325224, + 0.059362041544671715, + 0.6862287602820205, + 0.8751737494431755, + 0.34314676560931157, + 0.5009191109228396, + 0.32853639406348256, + 0.39218116955495597, + 0.3886963840555397, + 0.38454627612026704, + 0.4797678178040846, + 0.2697487484360045, + 0.5802364258337604, + 0.4006689995592114, + 0.6975740508638835, + 0.517293361529633, + 0.7863881373215491, + 0.7968067312707562, + 0.33109919173976454, + 0.665112195689526, + 0.32319662529684384, + 0.6471840012230554, + 0.3590615078223516, + 0.31017326657532945, + 0.013547649639929075, + 0.16580463935395856, + 0.07739073402002997, + 0.42894794884097937, + 0.933904924185799, + 0.37540424252753746, + 0.8322075423814911, + 0.24093779148497796, + 0.8580768579313635, + 0.6447431760662378, + 0.6812850272242752, + 0.10703933965750706, + 0.4175888884338446, + 0.5357440402988636, + 0.07953958387714538, + 0.8869238876659236, + 0.9060157161128394, + 0.7353189440772168, + 0.7264610558784141, + 0.6637545695229327, + 0.39474646662906154, + 0.29681657449419746, + 0.6299254052186896, + 0.37364294368826056, + 0.8891467828834683, + 0.6030831819689604, + 0.8424099144507625, + 0.5866557042928552, + 0.2596896678970394, + 0.3863722823276814, + 0.7028634902186313, + 0.9033430240551035, + 0.10150699581776601, + 0.9564658630151528, + 0.4270491448859906, + 0.8367514014186289, + 0.9778191076701563, + 0.37657846296706543, + 0.09004508509192555, + 0.3419948642132975, + 0.2763658740820706, + 0.8337587046111462, + 0.5467696123540142, + 0.8362873655336424, + 0.7069621433584775, + 0.5489468086285992, + 0.9304334630282562, + 0.6325858930444496, + 0.7482096553280481, + 0.9985201087943258, + 0.3952000643280771, + 0.6396682034085845, + 0.9825045633280882, + 0.7986294676112093, + 0.11638839435914006, + 0.23402598482312642, + 0.8843891112355267, + 0.37056173556331384, + 0.7260841307692418, + 0.4381501411141108, + 0.9773270780428754, + 0.8956042549324706, + 0.9072597380828828, + 0.8622768150200224, + 0.6770637264463443, + 0.08761345015943883, + 0.07604092360827648, + 0.887889073363129, + 0.655188594933015, + 0.6149144910505443, + 0.5053941545613353, + 0.9327575335093922, + 0.5104696734469181, + 0.3380471887918574, + 0.9843143883420524, + 0.39710974977339303, + 0.5789381828019857, + 0.5636122117447784, + 0.7554616973762331, + 0.8752910312641369, + 0.3291286066260681, + 0.05832609793411172, + 0.6768229392486845, + 0.402764497349422, + 0.24932808999652972, + 0.34250360282803627, + 0.4688498253738615, + 0.2648012736819514, + 0.5310812904479352, + 0.5963118670954048, + 0.34248113760789933, + 0.7519181920917151, + 0.12046091877671133, + 0.0868026702981416, + 0.7833880364574951, + 0.572375830961065, + 0.09409112779422046, + 0.44721306660374066, + 0.695794282709328, + 0.9533685075494149, + 0.8056545789428073, + 0.9777612465410569, + 0.05936980589772281, + 0.5559137318849643, + 0.6280953508048344, + 0.38576774028502636, + 0.3859582342297337, + 0.45040929778808325, + 0.48035280347389336, + 0.6976770902432139, + 0.23814257213323792, + 0.7067209401590693, + 0.6136106791169278, + 0.26747323770891906, + 0.816087004540015, + 0.3276314718935275, + 0.35825994390315274, + 0.061410434337050276, + 0.42171100424737534, + 0.031953557130205014, + 0.46086782768254325, + 0.41706929143465776, + 0.22516186091666873, + 0.8705645229691051, + 0.1439975869476125, + 0.612068437782268, + 0.2963293266983732, + 0.23945324690864656, + 0.310888200536682, + 0.9772928378513704, + 0.9141577767830317, + 0.4645237827131269, + 0.7496272424106306, + 0.22261409271111177, + 0.4677348542775219, + 0.9938718471607352, + 0.8746594057621253, + 0.8124833608830196, + 0.9226553459247152, + 0.061898220648190436, + 0.9304577786704384, + 0.46953371568580643, + 0.05991554474094212, + 0.03035685280528531, + 0.5714357937450985, + 0.06728118544469391, + 0.13485433715674822, + 0.04276140499711054, + 0.9700243384995277, + 0.4462050263077255, + 0.9112838626668898, + 0.794531667234309, + 0.46536263380443915, + 0.938079237809267, + 0.39411337320079753, + 0.006109285237304042, + 0.2400494721820059, + 0.5177421367635696, + 0.17313684578992694, + 0.9766100147282776, + 0.12137576185058857, + 0.2383637630112439, + 0.5204838709757568, + 0.010689005984339578, + 0.0889540735671942, + 0.9546604738793184, + 0.7571611693344809, + 0.16596333789718343, + 0.8085058653276556, + 0.7771101699236076, + 0.344449731625365, + 0.9263144163440223, + 0.5865608504266929, + 0.24931667525712092, + 0.876484384171571, + 0.5221294497775678, + 0.2618389191681489, + 0.5050970689727619, + 0.7178080743883852, + 0.10385622761152136, + 0.6535179727250464, + 0.850400885379178, + 0.9742691248675439, + 0.938709209410645, + 0.7333883080532253, + 0.7656979168388944, + 0.5157581005607613, + 0.6678966398129744, + 0.9062879058410174, + 0.18227952990473284, + 0.6467739987186248, + 0.8785230535114235, + 0.45929666434020777, + 0.5194804432783964, + 0.7540605485074301, + 0.20726162982379792, + 0.7024171094416577, + 0.14199437539677107, + 0.8152474032273237, + 0.9098551527706487, + 0.6576683054137133, + 0.4544130117285667, + 0.6853180401343503, + 0.09836882577560052, + 0.9961414374976619, + 0.47114983620867956, + 0.7210447596598109, + 0.0491154543848087, + 0.9162894338645575, + 0.47433987581883635, + 0.36038978296924373, + 0.5347202820747685, + 0.9903190495396269, + 0.4026871974324003, + 0.2442438047308172, + 0.6737661270841485, + 0.6708993928801967, + 0.049626995046328226, + 0.6363251373738266, + 0.47437830861790253, + 0.8085517321055655, + 0.4143314479309347, + 0.9621022866671168, + 0.48043168122472846, + 0.6411437008882659, + 0.6061313796525175, + 0.42133505049957104, + 0.9738239883554021, + 0.5467656324667012, + 0.533759732519043, + 0.4061213709464355, + 0.9049189747571091, + 0.2068094389481846, + 0.4259614216300296, + 0.9308220842601262, + 0.23017646856606566, + 0.899151142466101, + 0.5998565823743356, + 0.7701799407868438, + 0.004169827682798964, + 0.5615973923627304, + 0.6673645724926117, + 0.06419411951313563, + 0.035366209243928234, + 0.6106532940279374, + 0.58363896629743, + 0.664708579182363, + 0.9126551838102792, + 0.5913990599702539, + 0.5022254318992834, + 0.4862960384244081, + 0.8209733309858763, + 0.008814191466245463, + 0.9661411826298413, + 0.7455943318938788, + 0.360267137743364, + 0.004938997958114566, + 0.4695933886058726, + 0.6134191793077151, + 0.7826088320094924, + 0.8320330047692845, + 0.6510463005782909, + 0.5655477710082283, + 0.07557620665860838, + 0.05625819301934598, + 0.32002688067325125, + 0.42788729250929075, + 0.6758475065297218, + 0.10851358801213717, + 0.7897905792268224, + 0.06581850405995592, + 0.7161171688178385, + 0.5745581636077548, + 0.5782728957411176, + 0.7166245745133347, + 0.034428575028893446, + 0.6913591555217924, + 0.040124243834758884, + 0.08370908589923237, + 0.020786379413860714, + 0.6648981294980202, + 0.26557380209311066, + 0.6251656670081829, + 0.7112131130842234, + 0.6853602862616617, + 0.9521335458904209, + 0.7972533111194875, + 0.039517054868129536, + 0.12515123933388428, + 0.3783799887284036, + 0.07978258915417163, + 0.049316062444792357, + 0.3304143156451469, + 0.3863941384965615, + 0.9476661070152055, + 0.4479968092389021, + 0.7821550663261273, + 0.5530239120624565, + 0.13775024053372187, + 0.07189141720350893, + 0.6197025397758678, + 0.9910276360915873, + 0.84379376476064, + 0.7970726911253435, + 0.6091228681642522, + 0.4887614059923845, + 0.28016056082790575, + 0.31126737307819363, + 0.3221952959298724, + 0.7993643736555718, + 0.39759650505332444, + 0.653143063658118, + 0.6363083358287849, + 0.6582787968359645, + 0.8639593092794922, + 0.967707308120136, + 0.08300970046411488, + 0.3780927640837304, + 0.13117660709760215, + 0.30800378205873585, + 0.5196699570525093, + 0.8215316628752926, + 0.07355837329791313, + 0.9637763754894614, + 0.7591683495763788, + 0.8066233439038066, + 0.2534918975610047, + 0.10030033925717557, + 0.017409792440106285, + 0.3148636499812867, + 0.4635704422692915, + 0.47022252106221546, + 0.9336932308956732, + 0.43866236630131905, + 0.5166864635410415, + 0.07456112955329368, + 0.4112102235306101, + 0.7791948317137081, + 0.3517178131482051, + 0.8692473471126834, + 0.4351495040183575, + 0.9191836327527003, + 0.15276687563586472, + 0.3612661833270192, + 0.17378794096724753, + 0.7781547881191495, + 0.8059909424514153, + 0.5369891930334031, + 0.8727560387828246, + 0.8478479101769896, + 0.5337907203021364, + 0.15340529752039123, + 0.4375465963124501, + 0.3962013651419799, + 0.4242682340384153, + 0.7432699193507885, + 0.7870940364829173, + 0.13996104220381345, + 0.3987680629049216, + 0.8169597596509115, + 0.8163423966141143, + 0.7317320710676697, + 0.6181332757136154, + 0.09938817220850832, + 0.9339414504303488, + 0.13913191221410737, + 0.5612622711809203, + 0.028924043630456735, + 0.3342618735046682, + 0.4909564562764874, + 0.18113990655131712, + 0.22783221142574228, + 0.22379238914255717, + 0.012752083518516845, + 0.8496263766202544, + 0.27156224111999344, + 0.20627637024510437, + 0.5254139928995022, + 0.5217008044469883, + 0.05230472454907149, + 0.5591570225979188, + 0.4674138751781818, + 0.20564649715271072, + 0.07848488570719392, + 0.0040764646289301225, + 0.04072322064010123, + 0.8607328783364092, + 0.7013386599894901, + 0.2842579424195935, + 0.06393644917290907, + 0.46583602507351796, + 0.48831817809471556, + 0.3453675167306183, + 0.2638343043647504, + 0.09306508432798677, + 0.28000969871576364, + 0.7521352906961518, + 0.9460516258553208, + 0.41655638734341405, + 0.9843093050837664, + 0.6914765545373008, + 0.4273218184571193, + 0.5052898094584286, + 0.2966291030845032, + 0.5646966539482683, + 0.396097797826394, + 0.10511264678850518, + 0.9025626230048156, + 0.3669241602697239, + 0.595349868294589, + 0.6398543831277309, + 0.6916718407424851, + 0.9234418534821892, + 0.2501547825465799, + 0.6806031230084588, + 0.8970640930489384, + 0.2596547489197994, + 0.4402827835550586, + 0.09420348538795281, + 0.7185319201956248, + 0.7148238461495022, + 0.5588540861844155, + 0.007404872587028072, + 0.6270635152179187, + 0.4043377988752004, + 0.1409207440817839, + 0.3410592722232786, + 0.29137828361305107, + 0.7634003370498254, + 0.5346244429321801, + 0.10928370180381602, + 0.9557503416272551, + 0.89789776411348, + 0.7005145050131641, + 0.5256965682956563, + 0.42393471503233815, + 0.5630568703341492, + 0.37715666077985854, + 0.26667143619335876, + 0.6268294878056573, + 0.26017165968705136, + 0.20800246988588839, + 0.07863170181410961, + 0.11727192677241849, + 0.6254891469205106, + 0.8714427450363738, + 0.6205127475905127, + 0.9833577671047768, + 0.25953074830060985, + 0.8256429108021592, + 0.993550279798618, + 0.29194882570934366, + 0.0005219497619793524, + 0.040275573276196845, + 0.6127843881185302, + 0.8925531281982879, + 0.5673350152800086, + 0.5917330108995525, + 0.2486062764586356, + 0.18941800818710658, + 0.3713108090631546, + 0.3824848943923713, + 0.5255641364096246, + 0.7909028854620991, + 0.6053144317764085, + 0.30254110544695273, + 0.8918392959097619, + 0.8179973305840184, + 0.4733328576791852, + 0.436143278777934, + 0.8407051534808072, + 0.8273418033371197, + 0.5885248767873124, + 0.21495516959146194, + 0.054454173553981876, + 0.37804167390214427, + 0.6497527548636581, + 0.3281483592304062, + 0.922258793020039, + 0.012958411183511594, + 0.07278699360290714, + 0.95245332024815, + 0.41543326045924506, + 0.7223808188206049, + 0.9741525820224928, + 0.05340577328434099, + 0.564264942827192, + 0.5035613158202012, + 0.7658604020685806, + 0.41165153396269305, + 0.4312134309939636, + 0.32986415330861496, + 0.0913726220392192, + 0.7204739351415428, + 0.9638124304738703, + 0.8040207217995853, + 0.6956566028690824, + 0.7891071273165344, + 0.9610233316062251, + 0.21748345550385173, + 0.16140647748115955, + 0.8063627581310214, + 0.1091776179350113, + 0.9857951871643656, + 0.055375813297703386, + 0.9991864284971765, + 0.5924584888593398, + 0.7849618687825958, + 0.673307696234009, + 0.2948801576478678, + 0.7684498672790738, + 0.7336567649760658, + 0.13417286040063708, + 0.07623058459983541, + 0.41590048890058273, + 0.4163201170216759, + 0.6060511437438458, + 0.6741855263742423, + 0.3265796012002933, + 0.9999095604819908, + 0.8630427771050042, + 0.5067953216176906, + 0.8764527243853941, + 0.07823118181474578, + 0.06453115671426496, + 0.31278004261321546, + 0.8271055080339449, + 0.5562377858636076, + 0.6612485179640227, + 0.26945949009578074, + 0.34271048425804496, + 0.4767205282641251, + 0.7117201418479357, + 0.616498194274591, + 0.5234031046675296, + 0.6702379250183699, + 0.30542194192845995, + 0.6293737629732093, + 0.9718349217764947, + 0.3642869093155108, + 0.4468952601539557, + 0.483754903965475, + 0.457131686076094, + 0.9510239205569586, + 0.8337370754208251, + 0.22325901176492963, + 0.8504260410194189, + 0.341476579702793, + 0.19026887326393488, + 0.6153993129187355, + 0.8823418484840324, + 0.2677003230307027, + 0.6547104387345237, + 0.4427089811093029, + 0.5759319655435293, + 0.16155538727174484, + 0.1849338876180583, + 0.44242937040592367, + 0.41273383851197576, + 0.790759565095322, + 0.7983264654180642, + 0.7254142805686682, + 0.547948364208032, + 0.6967632645796904, + 0.7838139787097109, + 0.6230248910048408, + 0.5908925150080824, + 0.9558039394132197, + 0.3727023973181429, + 0.22011263724666924, + 0.932028868024677, + 0.22048866901034692, + 0.17155579495688061, + 0.5888970806837278, + 0.9207912705025836, + 0.18259833257858038, + 0.1351478175953229, + 0.2898441857042855, + 0.191556403953544, + 0.3633516992115112, + 0.8204227894063103, + 0.26209578357085017, + 0.35581418401065834, + 0.1412024533095541, + 0.708070121376435, + 0.34659876052303107, + 0.40842720206864197, + 0.27343971520737576, + 0.9252370792738565, + 0.06125207801674463, + 0.8522887584598482, + 0.5480013554054971, + 0.7814202462999282, + 0.7384159882243904, + 0.47814177698577714, + 0.6153409567900261, + 0.18010414054768747, + 0.9637981763005664, + 0.027930239606963052, + 0.6377361374151921, + 0.5882358643217674, + 0.3787653384935159, + 0.06780699818165914, + 0.14304013056441844, + 0.9335448030903067, + 0.7757435866294597, + 0.16562760157820539, + 0.5316023938816273, + 0.08852368096715796, + 0.66264596767656, + 0.6238604535629036, + 0.7386137546004353, + 0.19827861753738563, + 0.8607472381423078, + 0.16598228705049273, + 0.8211604008342777, + 0.2648304440605731, + 0.4781731963670546, + 0.6484579658613974, + 0.09750748467532966, + 0.7949541548563328, + 0.915996585689191, + 0.711175725488574, + 0.023048801756384206, + 0.20539484443683587, + 0.060990629824080655, + 0.7914301700532351, + 0.5330187950235851, + 0.653204680032628, + 0.1663075259160302, + 0.2404789137731806, + 0.02072497782145853, + 0.7931483912553323, + 0.3977924380330165, + 0.7528064782920079, + 0.7355282035826358, + 0.8684463470078477, + 0.19282894776532483, + 0.23154773273788648, + 0.5346660507437968, + 0.24062801159747965, + 0.6449007499564212, + 0.8947185928041744, + 0.8779131814431259, + 0.8635993694265769, + 0.5993228274541091, + 0.9315179763522557, + 0.9311050331791371, + 0.3545579168211213, + 0.9309394714668806, + 0.3268937254309283, + 0.10406543666894391, + 0.5466083769851471, + 0.5080012857691216, + 0.9987124745602705, + 0.9902349179365261, + 0.15892706206644752, + 0.12303524168857183, + 0.6012891248314634, + 0.6150782216020623, + 0.8394971523370967, + 0.981976922004962, + 0.5879540293612393, + 0.44556054011920965, + 0.16411103528798637, + 0.6171806455282185, + 0.10663419729901807, + 0.3481747212012614, + 0.04882767915834329, + 0.08339336834229061, + 0.7413985631580805, + 0.7672462382828419, + 0.4343427588805113, + 0.8997174487864896, + 0.6539517481543726, + 0.5590201732573317, + 0.644780974788733, + 0.9785707367553277, + 0.008023179998163807, + 0.4840760272691772, + 0.08349211040629217, + 0.5612861188158018, + 0.19661881672049147, + 0.5186043182163065, + 0.4671857319994086, + 0.29266449093552205, + 0.18752894127558362, + 0.33228576142382915, + 0.5220782802707599, + 0.27629454129883124, + 0.32432055135449694, + 0.37928966833089744, + 0.09095251146602268, + 0.2794773236233765, + 0.18288067035629518, + 0.7908614437794157, + 0.6049123012328776, + 0.13402375296850894, + 0.12035896862830503, + 0.8857382254607119, + 0.41132980643614864, + 0.258175273476051, + 0.2139690350071506, + 0.8011450850377217, + 0.7864159732811384, + 0.2759081503382567, + 0.9184852042509506, + 0.607142542343872, + 0.39965629275935777, + 0.4840618497760905, + 0.9241089754252318, + 0.9432122189708354, + 0.6543399281390438, + 0.5311416732530746, + 0.5108968671235998, + 0.22564588307793343, + 0.4856339975133501, + 0.6826232186057102, + 0.4684450947910425, + 0.3409849385929204, + 0.47428134015222884, + 0.6642330347484151, + 0.3075304750792279, + 0.6319959395493456, + 0.8557327928925218, + 0.6073824353045584, + 0.5902289943743444, + 0.4525540506553994, + 0.7122475473370498, + 0.9044970229908242, + 0.4509544840960259, + 0.3766509931341831, + 0.7419160412561299, + 0.5919093657328343, + 0.5946907521512917, + 0.9423317105470241, + 0.5823205016354633, + 0.799099057990531, + 0.7868682528858133, + 0.07739334954893884, + 0.2918069992928171, + 0.4177902066978123, + 0.6382656103980817, + 0.16085245612124754, + 0.9126317841884464, + 0.7591366308853444, + 0.9150142216882797, + 0.17789186676601537, + 0.9115374111373413, + 0.0989521359999968, + 0.03119746075626104, + 0.5421192202335452, + 0.908907261537266, + 0.7874235563891767, + 0.7394102711666399, + 0.38883745041313844, + 0.3436187525509222, + 0.3234851949146419, + 0.9646914885508671, + 0.2650251864760873, + 0.7658666366400844, + 0.18662399216331726, + 0.216908624388515, + 0.37317781317734594, + 0.8424090357360778, + 0.9587045823901692, + 0.7438117288782133, + 0.34709147231481124, + 0.3273774991399906, + 0.21797082640968873, + 0.22787793944013857, + 0.654388068051631, + 0.7437253629633519, + 0.914276017570002, + 0.8668878206661401, + 0.6054215067939627, + 0.19289636178072767, + 0.4947853149631447, + 0.3187305084683416, + 0.8359934609367481, + 0.9704014331901997, + 0.466128888045961, + 0.3831951222208588, + 0.8328923137478303, + 0.3854198920508827, + 0.6842270741850489, + 0.23042222698008952, + 0.576040471506646, + 0.5454729292403084, + 0.32751741453194766, + 0.12997898091358384, + 0.6897643881586359, + 0.9495220843616609, + 0.8002571575742286, + 0.2484907827224116, + 0.0029791940368783013, + 0.15614893875946773, + 0.2958137663962006, + 0.6729392185082791, + 0.630079900093065, + 0.7871620148138354, + 0.7737951523188975, + 0.08609643051725491, + 0.01810396758736273, + 0.06000372767328717, + 0.5883440997094345, + 0.10009031093900322, + 0.5317776538758984, + 0.2202391893011022, + 0.3003669013855039, + 0.6554559904326671, + 0.1062760762091039, + 0.026420538949691257, + 0.27854565061683156, + 0.5652102091632851, + 0.16700231741468408, + 0.032120295850210374, + 0.06541502640071152, + 0.39263077932499807, + 0.3594856730620096, + 0.13046746728255548, + 0.3457309892350078, + 0.05684508073638544, + 0.2818322193878402, + 0.2799544002666384, + 0.9608831822413257, + 0.708219691193147, + 0.5044597897505483, + 0.2708856173549682, + 0.6298617085769207, + 0.6898120948210253, + 0.37238586669382145, + 0.27683655022662856, + 0.774185616366833, + 0.1078817239471419, + 0.08846058651938238, + 0.20750229077712223, + 0.5719551357897784, + 0.13142672495790025, + 0.3910237316247368, + 0.9074438284072717, + 0.42248282106874363, + 0.30918672356321486, + 0.9497892390026608, + 0.6175442143123031, + 0.14969360040098034, + 0.6365287754121746, + 0.8446902857297927, + 0.9558261803103645, + 0.2985041274118636, + 0.5002235321561848, + 0.6488454693690566, + 0.537798500869542, + 0.05263786596891876, + 0.018724615816518107, + 0.6014863379224048, + 0.47532287480248847, + 0.7189148718095469, + 0.658166912615883, + 0.04767449788913309, + 0.005035281527766493, + 0.9309537615029192, + 0.6311761525200109, + 0.3092166404716389, + 0.5948881221985084, + 0.8267339798523214, + 0.8038444094925293, + 0.5712903452768054, + 0.29283909508038636, + 0.24282397093634617, + 0.9653926130131167, + 0.12735443661942136, + 0.6566638130310993, + 0.18871905989623966, + 0.7589274128842423, + 0.4205720240261237, + 0.2900285190690948, + 0.6419111678090478, + 0.6024456625385125, + 0.8652089523739763, + 0.49050812221787177, + 0.18742719199918628, + 0.472253673531612, + 0.4906528250173835, + 0.5298933470215463, + 0.31327835023065576, + 0.0968788373003398, + 0.8216711094660754, + 0.2386018429888918, + 0.5367102347458598, + 0.738204898554801, + 0.8923251250104935, + 0.46912775134679313, + 0.31068684461894375, + 0.5396241650233479, + 0.9295830927490376, + 0.08715049981491313, + 0.41842107577466375, + 0.41385483065346573, + 0.2719231846675423, + 0.6574989795903442, + 0.12161134744203189, + 0.35868497663304183, + 0.5718617856028818, + 0.6850761575880872, + 0.37400275007900363, + 0.9159405349504979, + 0.48410299950012836, + 0.6327262723229932, + 0.6593003317995536, + 0.4983596430987695, + 0.955368588969493, + 0.5958271632095602, + 0.9820685274642142, + 0.41111646792342266, + 0.2695606068291301, + 0.058192977809250715, + 0.8517650483995018, + 0.5307838383273801, + 0.25031069980830734, + 0.34252959106337055, + 0.049447097260335277, + 0.8932866625673337, + 0.2663069537269555, + 0.79258446300894, + 0.5240337857929108, + 0.8480666352142505, + 0.7786932024755016, + 0.7952406501451489, + 0.08682478840430385, + 0.21000394095384473, + 0.26327278220065353, + 0.26471930875963756, + 0.015454404727962983, + 0.6377130629509125, + 0.15866914048921765, + 0.07614825242098996, + 0.007985474918996545, + 0.6651964027013004, + 0.41474016492720284, + 0.07727230995885095, + 0.9235311823116774, + 0.9303149740065004, + 0.7125023046859288, + 0.6903104547192243, + 0.5625148225686825, + 0.12233273624657498, + 0.501330222390604, + 0.7583022443205718, + 0.03896167726810191, + 0.0952731751495332, + 0.06369261452417695, + 0.7829779665934594, + 0.8491718208840137, + 0.14492058409629505, + 0.9552162153728005, + 0.6748806201190786, + 0.25766797367011307, + 0.3316170734802454, + 0.8469054799303155, + 0.29519622755858876, + 0.5895928335374073, + 0.9383256651291191, + 0.6310018558348949, + 0.9370298781725551, + 0.3709801787294671, + 0.7640390025178856, + 0.6140733823028196, + 0.9075900480096073, + 0.2043595891415817, + 0.32916979246337286, + 0.14571678612942013, + 0.6811568632218679, + 0.33153329203974924, + 0.5451253809628702, + 0.8806396274883881, + 0.8816282811076781, + 0.013179492689043658, + 0.2971701196502127, + 0.5969634240882034, + 0.5227561206055211, + 0.36141235136738736, + 0.9441533955756769, + 0.378090827760263, + 0.35860569430900413, + 0.029922674474956962, + 0.9849448429202614, + 0.6231051277525734, + 0.7789264683958352, + 0.43681098893073145, + 0.6281554071040512, + 0.36871952095890775, + 0.5894037150795638, + 0.6661270605691859, + 0.6175002484124616, + 0.757435511753404, + 0.5943767319309575, + 0.03878345267472299, + 0.676495894378372, + 0.8992463531179204, + 0.6949639774503449, + 0.8815555394135136, + 0.19718409954370753, + 0.08916496763914755, + 0.704819355240721, + 0.22172510960305086, + 0.007773021577948746, + 0.0550283119216656, + 0.3987336643031902, + 0.745771874160977, + 0.34328033194959817, + 0.220037283024604, + 0.9397661292902446, + 0.8873399508408678, + 0.6772422611261437, + 0.9669615281302236, + 0.7111580561702312, + 0.6743974704886476, + 0.10331079810999522, + 0.5990882209070859, + 0.5932202838329238, + 0.17119920155213902, + 0.7732110261456842, + 0.11190398321810724, + 0.8049904367416306, + 0.642365868525216, + 0.23357909093132379, + 0.21259806620943272, + 0.21532945312407087, + 0.8108178782365159, + 0.9683300840383313, + 0.16354272265454312, + 0.778193520746358, + 0.3518499587870577, + 0.8706789502586121, + 0.08747573572745804, + 0.6695983165618755, + 0.5253820442494649, + 0.7206753161330536, + 0.9346503424669136, + 0.4536518159474316, + 0.7691180520771042, + 0.49030200084022385, + 0.9432723962849975, + 0.5544006172921973, + 0.11086352802886751, + 0.30003121772914854, + 0.9413642484618023, + 0.13590445531312906, + 0.6611085579755405, + 0.4333744030433251, + 0.7532691600969899, + 0.5579661643022834, + 0.28434917268539167, + 0.4096494124871023, + 0.6624408995246669, + 0.5294156837134069, + 0.940788213639776, + 0.1910651084266261, + 0.05361141988574772, + 0.43210763634189275, + 0.521538377289489, + 0.6077086358998062, + 0.6879561266374541, + 0.11481918994052065, + 0.4291028581006169, + 0.744401924038152, + 0.8158277366826058, + 0.3636941805093489, + 0.8114355478354617, + 0.1586257233572695, + 0.09065015718303726, + 0.9534631440700826, + 0.7510173497010754, + 0.46060445611659845, + 0.2763648617966673, + 0.10807390425187124, + 0.08336345147443686, + 0.5625127705296911, + 0.6710245957939307, + 0.8990618370649134, + 0.11006026160228322, + 0.8788953569752536, + 0.7972640207152863, + 0.3469135917180257, + 0.6421323356202112, + 0.16548446951031015, + 0.12572226151431287, + 0.1480850877660267, + 0.5350150196778488, + 0.2753039867061291, + 0.6152328555518253, + 0.16583504445158165, + 0.6516091264877603, + 0.549631363251908, + 0.9753292107227017, + 0.5541511072996305, + 0.2602268939906185, + 0.045077979808941696, + 0.6306423217373263, + 0.41221957286107336, + 0.12932279679984182, + 0.6435457865866666, + 0.7044088161093343, + 0.2599769788645817, + 0.4649226500063765, + 0.6321813515453716, + 0.5317045975700377, + 0.12790912441227625, + 0.4401940017817931, + 0.7167712426386288, + 0.10600998113669108, + 0.3006830210952894, + 0.6926487939753718, + 0.47630081503050054, + 0.13305051811228463, + 0.2861785358172929, + 0.7249106058808497, + 0.47767972733411523, + 0.8123950420582916, + 0.5754057481937321, + 0.5934614144582319, + 0.3986152194067373, + 0.16847867017653784, + 0.12468467223046376, + 0.05916649289425665, + 0.8540801209039461, + 0.6249221712676181, + 0.9617406141739759, + 0.8662393461869007, + 0.947177663080597, + 0.31251339107956044, + 0.19926100707729383, + 0.2652524134453661, + 0.4104561788811664, + 0.15991452747214668, + 0.3792880753645034, + 0.4885185264368312, + 0.6686478963230652, + 0.16512738690766376, + 0.3082671597201211, + 0.5472534628219264, + 0.7546634274720585, + 0.3106903216439484, + 0.5435106451650182, + 0.27527985216233647, + 0.16094510384644295, + 0.6568416522369621, + 0.8380464896218037, + 0.8536746821446843, + 0.17521717892110372, + 0.1829437664125239, + 0.7791492598256338, + 0.5377608088041543, + 0.900506346104285, + 0.2503773717721359, + 0.49187869917393734, + 0.33609203486699857, + 0.49798537720205316, + 0.3465335644652009, + 0.07793300942283318, + 0.49867704456490647, + 0.6870323035029167, + 0.05388287441171357, + 0.10878124271704981, + 0.09657839108126126, + 0.5376757814096605, + 0.6081659681471374, + 0.027984635377302176, + 0.31321794562853966, + 0.9796163823089683, + 0.0991066457617209, + 0.7649335160178805, + 0.8013607898177932, + 0.6684778822279995, + 0.3826356982072636, + 0.8957809714611071, + 0.9157988503145985, + 0.38096252955689425, + 0.43358714316696023, + 0.9444778481119499, + 0.8418955850012467, + 0.0283612958022775, + 0.616696708683709, + 0.9348779540582427, + 0.5479966821011762, + 0.1915284478107933, + 0.9537865706000577, + 0.33465290311745294, + 0.9008915668633732, + 0.6024745890194071, + 0.6489680030487086, + 0.3548398298087467, + 0.44431422551385713, + 0.841736344666323, + 0.7745053094889964, + 0.8306517723998584, + 0.6908296879428237, + 0.774119944563899, + 0.5338415876973898, + 0.7724778618258272, + 0.4866611776692698, + 0.2902699685581075, + 0.2888793399259081, + 0.42438226280760727, + 0.46598485084936336, + 0.7659956265724142, + 0.7323351557264005, + 0.7550833855808391, + 0.0497454578295883, + 9.24238889389228e-05, + 0.4241235665828503, + 0.2803859208461149, + 0.9920077675488898, + 0.7152126295410316, + 0.5500109772538926, + 0.2648735272471616, + 0.7590397325100684, + 0.11399876639292816, + 0.693159124574142, + 0.010172316188803024, + 0.4778286545414327, + 0.571392398141449, + 0.15336652507358595, + 0.7943396981686877, + 0.280533328423061, + 0.6903589920863875, + 0.3025345716259429, + 0.6095019537792484, + 0.08428169819818399, + 0.2487785098669617, + 0.4218518838742467, + 0.17385948056436418, + 0.31617330341928723, + 0.622621980504581, + 0.8710876695979579, + 0.8974976598175098, + 0.0902481364501923, + 0.02411879529116965, + 0.7578750286196849, + 0.10155183806495854, + 0.4140987914671155, + 0.17757950930581456, + 0.7768532115232067, + 0.034579377010995574, + 0.5015119668594165, + 0.46427898982488663, + 0.5292254620456807, + 0.3559017401831643, + 0.7063181146739973, + 0.26791820975962577, + 0.6003529912468352, + 0.6251082207351822, + 0.831870774259694, + 0.9375219424117263, + 0.11869877353362573, + 0.20851774898722014, + 0.13939663315031675, + 0.7498888627109146, + 0.9399816412310312, + 0.35175325199148005, + 0.6090887805182019, + 0.30564311665746113, + 0.902793470095655, + 0.25572836271802407, + 0.2253707272758919, + 0.2079522203765064, + 0.613181236534579, + 0.6195608341205823, + 0.9438158100129429, + 0.6218882885606303, + 0.7984359645063983, + 0.8053569871029707, + 0.6346283053330496, + 0.3057931628432527, + 0.4172304656050977, + 0.37363478007303974, + 0.7344440824343472, + 0.3815362526888777, + 0.5254206450679725, + 0.2654403698597556, + 0.7224100400134083, + 0.7254793817126995, + 0.9003682137597049, + 0.67462727437664, + 0.8753892701595909, + 0.5584895074504832, + 0.1929151795907182, + 0.058668327507317375, + 0.3899299009771633, + 0.9817153204426189, + 0.6142793308642686, + 0.41074433421534856, + 0.34258107047705527, + 0.8730952334923705, + 0.823288334308801, + 0.6752171728706184, + 0.6765674107657325, + 0.03332410755878534, + 0.42626437768495706, + 0.1996012620494086, + 0.5496956430477032, + 0.5107754942109682, + 0.7665987192648132, + 0.7337731625865765, + 0.1444600096373722, + 0.9802545085337837, + 0.677595548266229, + 0.6889173697993655, + 0.047624140551101805, + 0.6381134916127631, + 0.9057851884900028, + 0.38617970093628506, + 0.1842351059263158, + 0.03957894671203904, + 0.5029089380455909, + 0.15514210088402813, + 0.4873403652586792, + 0.8472802076662895, + 0.5792721358411033, + 0.12344906217778512, + 0.5896521142765887, + 0.7562598660581894, + 0.8836240752134414, + 0.6208906919766758, + 0.2528696951624088, + 0.16080769052009586, + 0.22137404820752482, + 0.38963157479246047, + 0.6657584522292023, + 0.24424567671785585, + 0.7294355264646905, + 0.886231501948133, + 0.08937225012433397, + 0.7108544835217385, + 0.9184652055403992, + 0.21310191578460658, + 0.5623999533171802, + 0.3388394356829574, + 0.2874454811027847, + 0.6973056144917167, + 0.38038488503211787, + 0.47089262295229056, + 0.18866703051493489, + 0.3403613829300621, + 0.5052677811596674, + 0.9017260409028494, + 0.27404363453213576, + 0.7885206373714264, + 0.13759672109813637, + 0.9217258875449149, + 0.7001634577282855, + 0.38704180743316974, + 0.9374325519425053, + 0.5928631376267182, + 0.502898953640365, + 0.11685296984147009, + 0.7568299619662957, + 0.7045638249633498, + 0.6388549134709586, + 0.28030433585946196, + 0.43315757293586493, + 0.3222433581360252, + 0.44758575321584126, + 0.5307972443676111, + 0.12790660706546908, + 0.01625134979795845, + 0.5405544413734159, + 0.1995787249780553, + 0.6446359987242049, + 0.3636947022406672, + 0.5554401546058784, + 0.042104148544904164, + 0.5916961182624987, + 0.7597981666268052, + 0.14515471241619304, + 0.3983776782081926, + 0.2119600284214584, + 0.6011354237183832, + 0.13209428206587842, + 0.3177543897229956, + 0.49569704685161725, + 0.23698334474553517, + 0.5206875746218869, + 0.9329879426543636, + 0.851799732155902, + 0.11081397643298452, + 0.23339957221238788, + 0.461866292946647, + 0.7920926484929567, + 0.917238393850309, + 0.22136448730836356, + 0.29655198821109013, + 0.8394686165462457, + 0.7715229614211184, + 0.9578596961016116, + 0.7136882291630281, + 0.9690925125563938, + 0.17544717557976902, + 0.7632028062223379, + 0.05337567674239449, + 0.4364100596871985, + 0.9006525821604803, + 0.5132230137744197, + 0.813539218138833, + 0.07609134948565546, + 0.5795201070224559, + 0.7107582937745455, + 0.617950497091423, + 0.448485653290958, + 0.7857341121624157, + 0.6997142230928812, + 0.31250189744660384, + 0.5761552444135289, + 0.6565112156628999, + 0.38201851925226854, + 0.9552398639394153, + 0.5969459463491595, + 0.4211887428153013, + 0.9848055875208938, + 0.008328059043902235, + 0.4281712375959993, + 0.8211096183298691, + 0.9257261726798851, + 0.18824224454443111, + 0.9326924880528813, + 0.06249061642622748, + 0.7910542378000313, + 0.48043378602467857, + 0.923349192064244, + 0.027366294914203348, + 0.6652985566301655, + 0.3220829309421866, + 0.20946089157526715, + 0.5567631893219395, + 0.0475122759177732, + 0.7557361839643721, + 0.6447424277186101, + 0.5846667562947276, + 0.08581486843014352, + 0.29358539064663847, + 0.5960314862254096, + 0.36204641461821585, + 0.0022155258464091965, + 0.9162557139386998, + 0.9232925385513069, + 0.4004903500452786, + 0.7658874284819177, + 0.6028324975718619, + 0.5802117294683754, + 0.5866000559028103, + 0.7907658413367855, + 0.006870878416189411, + 0.8640586482363566, + 0.4035196018188024, + 0.6036685982281425, + 0.6254396364584003, + 0.49855397263025497, + 0.004355433404410715, + 0.32714588508132614, + 0.39783119879508555, + 0.07967623437379051, + 0.30453171152573566, + 0.2068033927330606, + 0.53148054563668, + 0.7151387334441051, + 0.026492313492309155, + 0.7118812401172266, + 0.6683024674644986, + 0.2966599946023729, + 0.6029891490637134, + 0.3087605426247425, + 0.2518367898137398, + 0.21083527073179786, + 0.2271987489936742, + 0.7628925678405576, + 0.3196044420463665, + 0.935272860189815, + 0.7010256137502783, + 0.13835552936113032, + 0.4497196441867469, + 0.09723546168575481, + 0.735552985676523, + 0.7014479128186816, + 0.005283559248349954, + 0.1439465585909102, + 0.3061500610015645, + 0.9008713997353544, + 0.4956930412609523, + 0.17684732790493618, + 0.8483513440225053, + 0.9057854754115089, + 0.30855904978050197, + 0.44780982226749144, + 0.5894622749158803, + 0.41078389404700105, + 0.13837736005215895, + 0.14139627775279312, + 0.08205618331989467, + 0.8935687899751086, + 0.17509756494573042, + 0.8935078517505375, + 0.6903540402909645, + 0.2614559846179, + 0.9979702419046509, + 0.43646866521438105, + 0.09069286030686646, + 0.7518905891565985, + 0.19325741608487917, + 0.0734343495752768, + 0.9650378371689491, + 0.7505113652332511, + 0.7357475605414876, + 0.9030887523702291, + 0.07853247530543804, + 0.5083338494682734, + 0.06806807808181706, + 0.4602488200295704, + 0.8213638201854367, + 0.7462517751985716, + 0.36964614631744663, + 0.41495227549383157, + 0.9481803011932519, + 0.15153610554838332, + 0.7660710711037851, + 0.16067547798241738, + 0.24602177350874366, + 0.23663958847600264, + 0.035087373939453055, + 0.04792462700164246, + 0.42442056625459557, + 0.37098925094591495, + 0.2610565220614116, + 0.22943950833894844, + 0.7553313161521884, + 0.31792914141205836, + 0.9286387132705914, + 0.540100627069984, + 0.6249807683006758, + 0.7617881203666077, + 0.1964492944168032, + 0.5018432082853262, + 0.20494198801369096, + 0.5761563015949019, + 0.27361561568283843, + 0.8933487613386002, + 0.7265378206752016, + 0.6319401602871526, + 0.36534639030117533, + 0.8148852600016607, + 0.0205182088970863, + 0.5870882329799796, + 0.8954262729004043, + 0.9420619970278922, + 0.3792698809826858, + 0.783356381770467, + 0.7010077737373863, + 0.975615550075854, + 0.7262200132923123, + 0.6395651157286631, + 0.7902238997042863, + 0.25496966579530045, + 0.8253263538587212, + 0.20229643605747805, + 0.04636131886063682, + 0.10752305448377913, + 0.2900153173757648, + 0.3663894221352182, + 0.5143315876929914, + 0.5427132939282336, + 0.7152187699117977, + 0.2917083011062651, + 0.44778630934446545, + 0.3958949650673743, + 0.2707479803300701, + 0.3682008030487466, + 0.8236558199289885, + 0.6764089027174593, + 0.12146092237623046, + 0.12258965820544476, + 0.16210567977217244, + 0.4681804236704182, + 0.5811374337428803, + 0.6624811168227709, + 0.3826398756289587, + 0.2452151833295878, + 0.45565528986654336, + 0.6116572784707323, + 0.7063004722157716, + 0.8864184009094999, + 0.7555378613956822, + 0.22632098768902953, + 0.7577431801590747, + 0.27856466991395257, + 0.4123248215179079, + 0.19777456631404883, + 0.6190744565282347, + 0.9974646917086976, + 0.02448720028484273, + 0.18344268062239766, + 0.4358928707424563, + 0.8809966540644937, + 0.1958029664446697, + 0.3991264993495369, + 0.1465289878858989, + 0.4996323277559787, + 0.04319323772139655, + 0.4862277181392075, + 0.5349927864218873, + 0.44448221581236513, + 0.5181252785093122, + 0.6308261404832456, + 0.43236399414620486, + 0.6578593771143854, + 0.32163469394823774, + 0.6083116190904124, + 0.7223936026152042, + 0.5635115321022202, + 0.9285664791162069, + 0.3143718528345927, + 0.9498147376304994, + 0.9441090390133333, + 0.9528872520728571, + 0.121417340533294, + 0.5974975486840957, + 0.8060494549265371, + 0.9220473813925829, + 0.50813587744354, + 0.17218406631722583, + 0.1893559748625911, + 0.5039047331405038, + 0.3653943111827213, + 0.9766948709923832, + 0.8191628270948232, + 0.8655298284503701, + 0.23621176317100318, + 0.6017328353092805, + 0.37910911902672134, + 0.48178100146630376, + 0.02943762278138488, + 0.6158016256576568, + 0.2955762157830487, + 0.336747701097608, + 0.15124272587519505, + 0.45500042712943756, + 0.32541276600597513, + 0.41565584532197153, + 0.5663189084988348, + 0.9970908791699579, + 0.017197073276193707, + 0.4385121131716055, + 0.4141974430985085, + 0.7377841236312148, + 0.02188160660792489, + 0.03540611957087098, + 0.9109451505372294, + 0.16467861504631603, + 0.7211086878996558, + 0.6454769579241286, + 0.8436726825592871, + 0.4943180529621459, + 0.23827063277492866, + 0.4253940040091579, + 0.3094745893174196, + 0.3421019040190878, + 0.8851115922795287, + 0.30940574069790505, + 0.6798834618999894, + 0.7996013693705408, + 0.35539097313350215, + 0.6921860866120186, + 0.13512494019615673, + 0.39022393291129454, + 0.29680946799464086, + 0.8583590800599186, + 0.8408968513851385, + 0.222779422383597, + 0.04981616158398934, + 0.355032358630069, + 0.3544777102719707, + 0.47055928322676177, + 0.7806402118468012, + 0.2901631652366091, + 0.5593871743877303, + 0.6139443896558415, + 0.3396418609509955, + 0.209468275762984, + 0.4704248440267268, + 0.136693428536366, + 0.1294285835030342, + 0.21967553380218063, + 0.1418353893586486, + 0.001443742195628855, + 0.573592635359441, + 0.15534422555104666, + 0.8131484841104419, + 0.021154261811792786, + 0.6823040579525421, + 0.6649218837964773, + 0.000593782929149414, + 0.41157494973074726, + 0.7756619213775502, + 0.37764962902178145, + 0.9864641608719681, + 0.7302301055481925, + 0.0519176515419357, + 0.20534111693457607, + 0.3300173816667054, + 0.2814593106962404, + 0.8435841656183032, + 0.4684482679315018, + 0.4932206276333486, + 0.7659822396039442, + 0.002581985330346561, + 0.08843694729077894, + 0.5159178812061557, + 0.4039337304434738, + 0.4705109085644895, + 0.06067604875826937, + 0.9389939726065712, + 0.20711702795603404, + 0.7163424970874992, + 0.9738014901760426, + 0.32447476347811055, + 0.1381842681541537, + 0.3436090497038252, + 0.46710555302292245, + 0.5548317029247568, + 0.23036881491824657, + 0.9604685366405964, + 0.7986229318845192, + 0.21934056277625236, + 0.07786209209609304, + 0.0470965853965737, + 0.9136491141486576, + 0.15223068517552102, + 0.3083501483103316, + 0.7708590818816943, + 0.9819209472212064, + 0.15294456742178442, + 0.950482272125972, + 0.48496145884199515, + 0.6190988099230981, + 0.6960184819806517, + 0.7650089764481056, + 0.8402014995485088, + 0.4273757804561503, + 0.018678154885754906, + 0.8677907872138788, + 0.8505010566093334, + 0.451095355341757, + 0.13251629430001105, + 0.6263351726377806, + 0.6529273673136813, + 0.9793057775203041, + 0.2526990525273174, + 0.24017293269083312, + 0.5263352197778344, + 0.06955281070107255, + 0.7161737637007752, + 0.26356495587299406, + 0.6244263062371445, + 0.43345635834916907, + 0.7898737413831248, + 0.42874562782604825, + 0.1299384256703658, + 0.14444002792855304, + 0.3632878552809299, + 0.2867726196074879, + 0.9317293121514647, + 0.808009512993155, + 0.41962457561090244, + 0.48619376572022105, + 0.43690257509992836, + 0.8540207417082862, + 0.31372148126754473, + 0.13076750990394576, + 0.3847365577077835, + 0.8969375424880959, + 0.296701932419448, + 0.03738482398974369, + 0.45969065634650597, + 0.5751114808413187, + 0.6396830795067558, + 0.27947682816322095, + 0.3230407962848311, + 0.9851046380805242, + 0.03297849774978345, + 0.06026464288279383, + 0.6448823869399906, + 0.013782591794713073, + 0.12054733152016295, + 0.7543537519014782, + 0.2606345441052924, + 0.2554614604815971, + 0.4558361918044531, + 0.03557874372769401, + 0.5878805032259424, + 0.6458004176788407, + 0.46571082131437797, + 0.7283926903919947, + 0.04450367549555794, + 0.6760439669937663, + 0.7085719284338793, + 0.785719074931359, + 0.2063371358071393, + 0.49847224345337143, + 0.3562651949364686, + 0.9142589430229129, + 0.521380168847244, + 0.5178862436478031, + 0.8085613350174269, + 0.8212588391443196, + 0.7405966065951821, + 0.2781183598440909, + 0.12823719108264314, + 0.2905263440153716, + 0.9689378096999904, + 0.7766454194799548, + 0.595773193210425, + 0.36784284396300476, + 0.4690015190321268, + 0.8154483139237897, + 0.8985802108988128, + 0.21314658601937464, + 0.1346968777955952, + 0.12524676397958218, + 0.2560432722018777, + 0.054105830478402867, + 0.691991595587217, + 0.14533022740387141, + 0.2612315239390886, + 0.6981210435759904, + 0.4823661506740512, + 0.9771031229345172, + 0.7160238381810605, + 0.6427650340718992, + 0.966457551778823, + 0.31976101326943823, + 0.6184476113898407, + 0.04337266863304087, + 0.3359494153146696, + 0.8460340325198474, + 0.7620557651023858, + 0.7402115363724652, + 0.7245720351607419, + 0.5858330908626445, + 0.7882611092261944, + 0.7971040664312943, + 0.883579338766285, + 0.3107313913791929, + 0.021109230466105577, + 0.40798728067218326, + 0.8094601076583032, + 0.8653419181339865, + 0.9799665615059768, + 0.6977097096735871, + 0.803548314185182, + 0.4820600282622854, + 0.6752674546895686, + 0.24755979357076646, + 0.045224834326152694, + 0.7926652456372159, + 0.7829524166576498, + 0.5196047026870201, + 0.9909933795524255, + 0.2503556366725661, + 0.4993589513863169, + 0.4762959526592056, + 0.551583708983853, + 0.6911530078090838, + 0.6601680101014321, + 0.6625648311037537, + 0.03630516851921111, + 0.4756487376675136, + 0.11199351803896723, + 0.001197203627635386, + 0.9489006654981257, + 0.5374821336578023, + 0.0995073768088075, + 0.5935363762573584, + 0.7315833528333963, + 0.3817311953470753, + 0.5964008691407967, + 0.8002458931107954, + 0.7291344126262524, + 0.15100926867917752, + 0.2752067301590393, + 0.8310121656567508, + 0.18849329975487628, + 0.4432929726269497, + 0.5588089206487282, + 0.5029196039304787, + 0.90044459864325, + 0.03985837631463853, + 0.9036216138436967, + 0.20985064876698983, + 0.7448760969714288, + 0.6927904018127142, + 0.2327459414410432, + 0.5233534041595332, + 0.8860536156494117, + 0.6297525608608363, + 0.46695464439142426, + 0.6228603018114456, + 0.847292232293926, + 0.3101601314328629, + 0.7391568210634513, + 0.231301927051974, + 0.4425829025619244, + 0.7627191924074899, + 0.25594831063046275, + 0.05575956912065768, + 0.5227777516679841, + 0.3461580469815484, + 0.9709592558682628, + 0.26719247239112615, + 0.7209049783165468, + 0.5341175268396283, + 0.9889127068204042, + 0.7488406380574966, + 0.6298163317869385, + 0.1002143029108244, + 0.4585441094021547, + 0.49783475442081004, + 0.8261924878375437, + 0.5606600697252444, + 0.8830074554188507, + 0.9153320813753156, + 0.6839432220757716, + 0.04211039451266399, + 0.6310234576726912, + 0.15589933403812062, + 0.462404698862009, + 0.5936594971179115, + 0.8103309131689056, + 0.8137155614133129, + 0.23558833939731177, + 0.5425233445705506, + 0.4841545589184492, + 0.07859008762445321, + 0.5852677781619062, + 0.07787343033025543, + 0.19791558767105094, + 0.5854067742354638, + 0.9255419640827137, + 0.7770970014637284, + 0.5729425821127014, + 0.1911001914589307, + 0.1924754621792818, + 0.387049644593842, + 0.5724777128284803, + 0.5091975305318035, + 0.4979152521300063, + 0.31578376780438266, + 0.21292301538138675, + 0.3373974525202046, + 0.13493600969514336, + 0.009545925794673246, + 0.009862841518921868, + 0.0782464228318859, + 0.5058213876594141, + 0.8767886137608512, + 0.6351638345416435, + 0.8309291674108262, + 0.43320257238050897, + 0.35604972178479866, + 0.26453093365307667, + 0.5310483727432811, + 0.0884343062240292, + 0.5466850438208036, + 0.9980934485086336, + 0.8044290633145259, + 0.559848231028163, + 0.5423616512239702, + 0.03154093384471814, + 0.42632033636707256, + 0.18534548214763252, + 0.648383592933783, + 0.5511695883573893, + 0.13314183153884734, + 0.6994215939115114, + 0.5749159502332716, + 0.32261468988676545, + 0.8080505207682508, + 0.4284268277689622, + 0.27892998443157035, + 0.4414365812057086, + 0.26100288502673114, + 0.07490985691344847, + 0.7383677424286389, + 0.9420771367904152, + 0.19393875195561383, + 0.7163016856268307, + 0.6678489782567376, + 0.2044307501004044, + 0.7447707381659148, + 0.5166159875086461, + 0.6135551080279688, + 0.13928507392530226, + 0.8275163374657795, + 0.7742413880144782, + 0.9609612490765179, + 0.2304583679393733, + 0.47525668064421145, + 0.48186775439517154, + 0.5483603653475081, + 0.5555287861249216, + 0.1754543400057369, + 0.6253608110838852, + 0.8557833803671966, + 0.4331747612571135, + 0.9403736234708545, + 0.4879179672184888, + 0.42786238265807697, + 0.12563170837412846, + 0.1821583235926139, + 0.8097636934830543, + 0.0014245824684987365, + 0.4251073142246379, + 0.3455670622299182, + 0.7246809553664282, + 0.2389725708284593, + 0.8559379660450923, + 0.66139562099349, + 0.9467035404918885, + 0.2733115918397401, + 0.7407187276785757, + 0.24241482215623655, + 0.28925827134008475, + 0.5842343275330354, + 0.6715232265521607, + 0.027376916053388548, + 0.9940741705667459, + 0.2896907152194569, + 0.5983283015358238, + 0.33360031282495684, + 0.7989579254131614, + 0.3424746979753791, + 0.45936727765784413, + 0.15306803846220296, + 0.9491239035003411, + 0.4619784698662515, + 0.6846985895878235, + 0.05011648549436227, + 0.6399321705867934, + 0.3732501010743561, + 0.6226434557200908, + 0.5524390465474162, + 0.23462577007082247, + 0.3199399133522656, + 0.38476311813334824, + 0.5266145138085523, + 0.4335681171925399, + 0.36236491401303716, + 0.5364289052008728, + 0.09410204173636583, + 0.32707418658579157, + 0.2579113057891785, + 0.29561183186919526, + 0.3843251825312265, + 0.4885075023572607, + 0.7825591520822123, + 0.6000292054926363, + 0.7626631648768071, + 0.017801882450407227, + 0.09322117266019853, + 0.0727954426484057, + 0.8895031827842396, + 0.4337798680241923, + 0.8212779829124233, + 0.21659979858048461, + 0.7998998493874676, + 0.5602557194351576, + 0.8163116478044067, + 0.4986159276473224, + 0.24790598268576808, + 0.6494987508745507, + 0.08697578205785667, + 0.9878194730758455, + 0.9599374629132872, + 0.9739565445824836, + 0.5617077549913952, + 0.31703917180048113, + 0.9583778974166048, + 0.7113224352255922, + 0.9352128579629945, + 0.33176078401265785, + 0.05363121742339032, + 0.4523455200258741, + 0.8762421291409377, + 0.5263461531301826, + 0.5998447619089716, + 0.6149549468767085, + 0.30817374810530734, + 0.5619823455303625, + 0.9286408415889987, + 0.5220695778192941, + 0.17752828813639304, + 0.16808691719911284, + 0.9786946275578866, + 0.3884738229708176, + 0.022479144327160815, + 0.45762307912492667, + 0.37928045033671565, + 0.5883326059611268, + 0.7800981030910386, + 0.6177985774004175, + 0.770561002401269, + 0.1840815648814479, + 0.27958061131992856, + 0.9383064546763995, + 0.11948882137925049, + 0.3328237109943403, + 0.7338640035707442, + 0.7977099104087289, + 0.5256283918117977, + 0.048213125783618326, + 0.24829787418689525, + 0.1178495576292014, + 0.28454589658828877, + 0.5929224958181918, + 0.7596401219183209, + 0.3219101841131229, + 0.06703752922475856, + 0.5432112190810455, + 0.7718646476342896, + 0.4445722121894679, + 0.5332429714100075, + 0.34862043507926266, + 0.47749238255152604, + 0.12924200978932027, + 0.9725394080684028, + 0.6554646782941176, + 0.5864881626004431, + 0.3251489219074827, + 0.398481812652938, + 0.7423497852466961, + 0.3928597148483231, + 0.32373670237125873, + 0.7031727248056887, + 0.5000593226941196, + 0.18570294261361536, + 0.6516808072606859, + 0.7484011863311429, + 0.7571610463424338, + 0.3036524945988165, + 0.9378337342598595, + 0.35434505959292745, + 0.8836947729159832, + 0.08731271341992702, + 0.9464377944422072, + 0.4487620680658442, + 0.3153531213351127, + 0.6981362569804554, + 0.7222486285441667, + 0.2706378910318583, + 0.6568876417176177, + 0.34072920357151704, + 0.7900898116109849, + 0.4268170123475721, + 0.6055204327310544, + 0.2961751917622807, + 0.598386725188108, + 0.6168678536099154, + 0.8515058187492717, + 0.8860957554336066, + 0.5344275562114174, + 0.22153299928841091, + 0.035298140269387365, + 0.3579309600771615, + 0.06457397239756689, + 0.5411334847059436, + 0.1596859477145458, + 0.3031654941641905, + 0.7629302221929419, + 0.5946216705535239, + 0.11005194224262255, + 0.6067088025948753, + 0.2342525444030802, + 0.5172852691471712, + 0.030641569186456115, + 0.8543898934139202, + 0.0527251269247392, + 0.40817741330197843, + 0.35638733555893487, + 0.06688768978816309, + 0.255408538888376, + 0.8055289661599199, + 0.005967004894833004, + 0.03820717023903435, + 0.5890613178698593, + 0.93074211046914, + 0.7345339210175099, + 0.2745974704389685, + 0.07194412884198989, + 0.7787912206056816, + 0.9328321106220452, + 0.5951253983898969, + 0.1657633755142875, + 0.7373798256032349, + 0.731157808246234, + 0.12954966729657613, + 0.7827249987747185, + 0.8802434772083411, + 0.8280232949652786, + 0.08378828026368051, + 0.30745933553101823, + 0.3824516650879163, + 0.9585420614192669, + 0.043092583143139414, + 0.6642592280033733, + 0.11273450627789366, + 0.0479887797871452, + 0.863545019190802, + 0.7375786458841052, + 0.11506088732843983, + 0.08982997504226564, + 0.004616504153183694, + 0.5623274944160027, + 0.46879656222229077, + 0.5156642808345485, + 0.6133916943918926, + 0.25643407787078615, + 0.015511027342191747, + 0.22684538127086418, + 0.028897215547647834, + 0.3892447072903496, + 0.8904590193489549, + 0.7808468160871446, + 0.6893396936126874, + 0.17021986752357193, + 0.5230057704867415, + 0.7109727315394899, + 0.7859647885484475, + 0.854024607458368, + 0.5469548774576807, + 0.43485746407304987, + 0.5468395530717736, + 0.6716041720118882, + 0.5931051979004224, + 0.2470312831227568, + 0.6200655437903337, + 0.4758525752638715, + 0.6053335119850797, + 0.15412901611593538, + 0.4082046330201172, + 0.5992676043986599, + 0.13741473310796737, + 0.6507234249358996, + 0.8714675118445188, + 0.08050200323810841, + 0.04432044950958047, + 0.22805621709556723, + 0.9135294056548471, + 0.5316991731665773, + 0.5921129758926877, + 0.4436767644614289, + 0.9384147138304699, + 0.4130459819495257, + 0.46305043833294385, + 0.49460767250229043, + 0.8390515527688889, + 0.18341650153021172, + 0.5727229124341702, + 0.1882100107318601, + 0.13680574848293736, + 0.27617640948260885, + 0.426459422280559, + 0.30890111086462435, + 0.19600290866847386, + 0.22279238355165387, + 0.2558634195194594, + 0.6655103808401817, + 0.80002370756061, + 0.9798391731871594, + 0.21136945379671157, + 0.04439340786147327, + 0.004346011246357951, + 0.4452262527863692, + 0.006283932857473373, + 0.6282465597524818, + 0.492619363040037, + 0.935392309545706, + 0.911661123632612, + 0.7420094766928154, + 0.4562354335303983, + 0.8614888420393751, + 0.26012198411652804, + 0.48324730884308775, + 0.8235668346252456, + 0.016810416705794317, + 0.3171268898432217, + 0.5651827952581122, + 0.18117739105717845, + 0.25731827136027463, + 0.11429618152643822, + 0.9432252644371735, + 0.12887242558502843, + 0.9902815066977176, + 0.4800767947643743, + 0.039169422211487476, + 0.32663518347422116, + 0.2889220174718, + 0.5402397435637334, + 0.7640755038437719, + 0.8096072558182836, + 0.015322887998646461, + 0.8051095615022973, + 0.9765756947793355, + 0.8589501674606039, + 0.31747102542943983, + 0.11557235667692328, + 0.6446343264589856, + 0.6950863880699764, + 0.43348703169379565, + 0.08739843260635632, + 0.39474414365739025, + 0.37391186974750024, + 0.2960834527919797, + 0.31098913394443556, + 0.9026063696155334, + 0.14486151399392272, + 0.10404907163324878, + 0.9297247414561072, + 0.015548552881154948, + 0.03222892761496119, + 0.4583127941575178, + 0.704668679263205, + 0.43700982972375235, + 0.4026328643911502, + 0.3157572219862286, + 0.31523724968233907, + 0.04601631136917106, + 0.339207338237723, + 0.14370201552376616, + 0.29048779129344415, + 0.8311527496320089, + 0.9246904846702915, + 0.7411578189836692, + 0.6416096235335912, + 0.029194919089495106, + 0.44657908501894694, + 0.2580101266496201, + 0.7008595239441099, + 0.724036413912411, + 0.42302416350993144, + 0.6909467740416406, + 0.9831007935649978, + 0.10685155963852294, + 0.39084332812035216, + 0.8205348640028467, + 0.5186535509906423, + 0.7966588349382389, + 0.46773825454718454, + 0.04995166298628292, + 0.3082254878168897, + 0.9999711575009336, + 0.27257547228001866, + 0.19177787298865306, + 0.5419770269493388, + 0.7452106444927826, + 0.3060769842205371, + 0.9036991586194438, + 0.8363080150871304, + 0.29702295276062607, + 0.676360594928447, + 0.5186698128356957, + 0.8105235998317315, + 0.6354375274366364, + 0.8322617699879407, + 0.540299431557744, + 0.8098846462039032, + 0.7757020989963794, + 0.12467497212244077, + 0.9072562412936318, + 0.8017561397034851, + 0.6361602373321359, + 0.3722520379390324, + 0.8095236971174886, + 0.5076748538073171, + 0.5671421290817641, + 0.7897859872331532, + 0.709689710256295, + 0.5536422130861073, + 0.6927236564266122, + 0.15888731118848387, + 0.5713151492947435, + 0.19649705623464847, + 0.945884772652972, + 0.036994888376942286, + 0.875618449232876, + 0.907514398219395, + 0.8937456426542687, + 0.31971974393855196, + 0.21552771625352762, + 0.7387094444249427, + 0.6843137121136943, + 0.4020770442127139, + 0.4179833780701356, + 0.08320496272852773, + 0.5389207072433067, + 0.9382188517143704, + 0.8974350982564409, + 0.2791905075490753, + 0.1581491595972993, + 0.6839610265648881, + 0.6622529548057978, + 0.8380537701136872, + 0.4567355948215959, + 0.6904639657048048, + 0.1832739637745437, + 0.26257437993221056, + 0.7478458141023383, + 0.9301069122918588, + 0.7163482137484658, + 0.02404186937005493, + 0.30083804716703133, + 0.712088667589333, + 0.6539800027602889, + 0.5466711572793201, + 0.6187686019617331, + 0.3437506281198429, + 0.5581324606930298, + 0.9888296637184335, + 0.7675922655829448, + 0.5177552582435752, + 0.7493704697657497, + 0.5051463736470289, + 0.31836595569905385, + 0.36704993392339924, + 0.4953225028758707, + 0.900407078151224, + 0.041578992017287326, + 0.2935492738283812, + 0.7862478787830429, + 0.619474267155411, + 0.5852121675017666, + 0.7630317126839503, + 0.5296392713351369, + 0.18145392021653706, + 0.6973411373182581, + 0.2809060872346836, + 0.05036948253351725, + 0.7786945897315729, + 0.47120044217151646, + 0.4376787256848607, + 0.7568671111126176, + 0.5303633257764152, + 0.7752254399090257, + 0.90423852306672, + 0.1641661558846636, + 0.5114003223483843, + 0.05891252218621091, + 0.7136389897957899, + 0.6844287177027492, + 0.9939592849610678, + 0.3644640344274142, + 0.9536400395613296, + 0.05814180896597751, + 0.5085430999893094, + 0.8967396330909092, + 0.8491741184817625, + 0.9389118069034507, + 0.17236330764455376, + 0.8655865699080052, + 0.4484250535377546, + 0.0655410364006149, + 0.4168967682898408, + 0.2017396932993985, + 0.7921414239785844, + 0.0697635462250683, + 0.4223792973505294, + 0.4566993501922911, + 0.5495109572304477, + 0.0025441481259678342, + 0.13978524197272985, + 0.09045628492569446, + 0.6020617741877434, + 0.17018539776175895, + 0.5271416133442047, + 0.9723432400895822, + 0.13406906150215608, + 0.578856999623924, + 0.4481117722423219, + 0.026337565536499203, + 0.4038461863714629, + 0.20827398111918938, + 0.9638114846820359, + 0.6958319672588502, + 0.7059836349248279, + 0.7184188913033798, + 0.25829309767511544, + 0.3506308337002312, + 0.6289438518098751, + 0.12277571491395867, + 0.1961823919442332, + 0.4117910735380841, + 0.36142466954688857, + 0.7789088702131608, + 0.7524116080102992, + 0.8224675712465787, + 0.5665095830252451, + 0.3565057471580454, + 0.6542158212366643, + 0.5319470812125154, + 0.6974668760631897, + 0.5984094417198002, + 0.4036058409284541, + 0.8990540713399335, + 0.570667255714498, + 0.30090072233040144, + 0.6694765227574242, + 0.5503004951682495, + 0.7462904210974939, + 0.42458186783783636, + 0.9401074057324503, + 0.3196737254483196, + 0.7260326408091022, + 0.15399532775412839, + 0.04761342638825708, + 0.029836512107925785, + 0.03153660777217694, + 0.9091304971697594, + 0.5271139005038122, + 0.6953424316348837, + 0.7041721374519392, + 0.6910457447405832, + 0.21061168553787896, + 0.965386915761029, + 0.6511108527073444, + 0.3733277597953081, + 0.5991991743002252, + 0.8053236169133884, + 0.4785030149011921, + 0.5220660747797895, + 0.17721812270996573, + 0.8041191512256711, + 0.9196968593921468, + 0.7160433882958742, + 0.10929814193054099, + 0.554337245769913, + 0.9183258168216506, + 0.8073031406053952, + 0.33803782380523617, + 0.6567094381196479, + 0.006458829862861077, + 0.6417776413035434, + 0.388427872850658, + 0.8361721681936503, + 0.42504688532597756, + 0.5990984834450694, + 0.8013734226100027, + 0.0795744951069659, + 0.6329586002189429, + 0.7432742008606046, + 0.16179253666820542, + 0.5097353391035468, + 0.5048077869576825, + 0.9593293164808564, + 0.05318521621568626, + 0.03517301698103068, + 0.6652216519288835, + 0.01768018482908581, + 0.9473876188051851, + 0.6446420648254874, + 0.6859875754506806, + 0.038555647469247264, + 0.23746083803887835, + 0.4548417427517299, + 0.11758077825819818, + 0.7682521351764793, + 0.9001512442594843, + 0.5834412666189606, + 0.45569099653287387, + 0.09168496268178722, + 0.33385630424402, + 0.5627779884681322, + 0.05937645819743265, + 0.5867873273518378, + 0.2759542377890065, + 0.06380692121423726, + 0.9620565542314471, + 0.32601178310223555, + 0.9643915821383151, + 0.6836688097264774, + 0.7181804535233148, + 0.9482316256400865, + 0.1319470055464244, + 0.4705372508691853, + 0.06770095313417308, + 0.7962919290712305, + 0.3575725105621199, + 0.8167998686484699, + 0.9172422601993382, + 0.9973948150292621, + 0.9661537661350992, + 0.8632482206782444, + 0.38260255700351065, + 0.0578617532270881, + 0.2913859639828347, + 0.9879446995821486, + 0.2099548941068321, + 0.49616265085166333, + 0.6656816948734172, + 0.1149016399956137, + 0.6023290467459582, + 0.5101496176705026, + 0.4664388260960728, + 0.796464709524483, + 0.6356906659945962, + 0.8673356085469781, + 0.4531481019489181, + 0.8541695734475009, + 0.476564196051583, + 0.6924018797851283, + 0.5397520212300447, + 0.9858536511870015, + 0.09239571459359819, + 0.3666755665215683, + 0.63186093553331, + 0.3836514525856353, + 0.7876165750485955, + 0.8715474099085749, + 0.4384579398623794, + 0.8925604555903653, + 0.9177915322032272, + 0.8385355274766075, + 0.19980535262834442, + 0.6927436937005645, + 0.49380693466747577, + 0.394970426090695, + 0.6522808998517643, + 0.7419186742928723, + 0.6800961734583447, + 0.8050308607894368, + 0.7517774730828488, + 0.9955592699535858, + 0.8866945299745252, + 0.8547589645944569, + 0.9441279186490983, + 0.36561417537499574, + 0.6500416836683257, + 0.8791010005522724, + 0.6230467391283375, + 0.42229367209915747, + 0.40038268266916743, + 0.24149310015621384, + 0.9096122984644827, + 0.8213586526022646, + 0.1747505549586313, + 0.6214693771830548, + 0.6283025355763036, + 0.4509592337443097, + 0.10589053747792843, + 0.16390275556919737, + 0.22728559942848864, + 0.3710353490599454, + 0.42732755564515784, + 0.34312398981460457, + 0.3587462186985689, + 0.5886101804734306, + 0.2887837309219862, + 0.5603203334851623, + 0.636699659630111, + 0.9878691103063938, + 0.20276277084244015, + 0.8078875306638009, + 0.08957498943462944, + 0.1616632168696816, + 0.7490654997742119, + 0.4730980962608589, + 0.8243874169043388, + 0.1843654897565148, + 0.9492156477525222, + 0.45003139281506066, + 0.46092836018299016, + 0.5418567108738728, + 0.8304807152544351, + 0.7260329389579985, + 0.658670769702093, + 0.5382898467902234, + 0.1576781742897858, + 0.2302465667803511, + 0.13031833969221662, + 0.14005894889547965, + 0.7122844942685513, + 0.44949989765584986, + 0.8475512709779041, + 0.336171342731145, + 0.3685805100791041, + 0.08160145348861891, + 0.19785784188112482, + 0.5272858441563983, + 0.719246822082301, + 0.7399781596896112, + 0.742307517797076, + 0.88286247775755, + 0.4468066345301549, + 0.6757562781902287, + 0.40858479851935825, + 0.9194977529890256, + 0.09220377278252206, + 0.6004178399718442, + 0.20731157011896095, + 0.20707940316084955, + 0.4631396578938657, + 0.9045407744724883, + 0.4641273783008273, + 0.8328937205479439, + 0.6881947472509287, + 0.3784084841555836, + 0.9032110586676052, + 0.31323036098977886, + 0.9391680326342349, + 0.8410101851046556, + 0.7545777215959475, + 0.03939939767857898, + 0.2962394091728299, + 0.2294374087497189, + 0.7071860026055818, + 0.6904464389683829, + 0.3578352920102777, + 0.7514347578036731, + 0.8674659533001012, + 0.22817309770477384, + 0.9050179735083046, + 0.6139322152333255, + 0.7054150885803476, + 0.07461851391440623, + 0.35576037353646117, + 0.9612366016689916, + 0.7910910472475949, + 0.5971313397363835, + 0.6517652439370385, + 0.5903882445592809, + 0.19410842008527468, + 0.1918288853183226, + 0.3252389882697727, + 0.10762216389407686, + 0.6270890510124367, + 0.18398272544280342, + 0.7699663499732463, + 0.7863499481925506, + 0.4637649323327795, + 0.16697907336937023, + 0.6511173040627248, + 0.6320052825038686, + 0.18949785677902126, + 0.29943562655650724, + 0.864336635874611, + 0.5127061091951056, + 0.7072290012216955, + 0.19842098493915572, + 0.9622805389504755, + 0.013985670766057697, + 0.42089559447235575, + 0.5546346104134022, + 0.7952408976831171, + 0.3265406393830019, + 0.5729397151451118, + 0.8727431504502221, + 0.9789256781606053, + 0.8486737173373281, + 0.9470380941358484, + 0.8504516930977362, + 0.4603958169536558, + 0.035508689795363445, + 0.30543267429688825, + 0.7019899248275927, + 0.8945558177480799, + 0.8710936554712863, + 0.48205186005090944, + 0.0749578703511714, + 0.9241142936646185, + 0.734418371292602, + 0.43474946057358055, + 0.9411823562693942, + 0.41170185124770725, + 0.7352322885007634, + 0.8152644005373821, + 0.34591197779854016, + 0.9664915803177225, + 0.1636466372531749, + 0.09765444706938392, + 0.48794910265640135, + 0.5445737152984417, + 0.5456100121639587, + 0.4227014103432505, + 0.29554988151367567, + 0.3382549305838355, + 0.31458524959976175, + 0.9998251262242587, + 0.4253731980256765, + 0.3807823902497934, + 0.6474234534151918, + 0.012382734034316865, + 0.5481006919858595, + 0.3621442820278191, + 0.043612810322599956, + 0.9400177311679397, + 0.8533131461677543, + 0.4699605487346947, + 0.7780600245692869, + 0.5487994365263381, + 0.6891311407781296, + 0.890245801682811, + 0.7641699320660978, + 0.6600658219873782, + 0.0714857463937323, + 0.11958010850468104, + 0.87938758433926, + 0.38947192814094866, + 0.28833676181861734, + 0.31070364447596405, + 0.3800033947711019, + 0.4326486879982761, + 0.7608105676254806, + 0.21167523656224357, + 0.30525020012972903, + 0.03953086978014421, + 0.43084172992169917, + 0.23177393416031766, + 0.5581855661008446, + 0.806446699937527, + 0.004376794206766969, + 0.4057319199668776, + 0.6044176166892485, + 0.5324052814415193, + 0.06801106791490592, + 0.9391407892681872, + 0.754799909648918, + 0.32007830896584977, + 0.4483161534542194, + 0.5350146446663762, + 0.8023072261138815, + 0.04139480355551261, + 0.5225688276183957, + 0.9404157977551132, + 0.35716761332000624, + 0.8599479501266141, + 0.9425511462813178, + 0.44506178401521185, + 0.2624290231401376, + 0.8276955590579627, + 0.20753358815889172, + 0.10485060593442297, + 0.6307668641189369, + 0.6264269106118439, + 0.8920435369342327, + 0.86183597302028, + 0.8690184139584538, + 0.22053038867269587, + 0.2752606823752708, + 0.37126051971331764, + 0.5629025631850333, + 0.7373861918027507, + 0.13580970822192284, + 0.7780211006111901, + 0.09080176005437535, + 0.8550349027091557, + 0.889605294585649, + 0.6465058700897626, + 0.05433734980518463, + 0.5924379163702506, + 0.357110615208023, + 0.3744239711389462, + 0.4676659002739018, + 0.24600049794043322, + 0.878875106698633, + 0.5473026792332116, + 0.18288205444336714, + 0.21639469198294692, + 0.6922824355402267, + 0.19133608103913113, + 0.9765993215228574, + 0.8533717739602437, + 0.3536282074789683, + 0.6192420702108503, + 0.41468806186097684, + 0.2223504266569012, + 0.2926030688590928, + 0.9725491801623891, + 0.39874540957048615, + 0.2590637826207947, + 0.05748988870763024, + 0.05195089420979151, + 0.6424325967526693, + 0.8648941429341437, + 0.24323358101372167, + 0.3750092841921021, + 0.49990063575676785, + 0.9402731040848159, + 0.5627693202262283, + 0.8743521639854107, + 0.1625394542386019, + 0.3073232559355254, + 0.877824288652591, + 0.9523861102668547, + 0.9220755494195837, + 0.7999791745546667, + 0.8872071118110181, + 0.6125208548002722, + 0.16570708132487738, + 0.6332631216819702, + 0.38939571417122476, + 0.39456424483825847, + 0.38754402266630583, + 0.9176633398334697, + 0.33726044760014234, + 0.34406823079057225, + 0.9617148795834828, + 0.4505232435938675, + 0.4854524200306204, + 0.457036271015836, + 0.6376600487880415, + 0.8303924349728141, + 0.5359542866524603, + 0.8400826658961951, + 0.645745007885171, + 0.6525002459679021, + 0.4716958377211325, + 0.736309097717015, + 0.5429628775863787, + 0.3109543627292186, + 0.3774159290311298, + 0.09943544010744909, + 0.24869394372822884, + 0.8077733870510674, + 0.06744032934959543, + 0.6316575101918984, + 0.273421423232622, + 0.0283129452942186, + 0.2750839685763669, + 0.44932293797436457, + 0.5573138263403966, + 0.7631535523079646, + 0.18705789262358768, + 0.839217901158328, + 0.7273413024624205, + 0.9251045919612204, + 0.9911903089051973, + 0.38184078171548963, + 0.6167863316400719, + 0.4718116623628612, + 0.3833595162157268, + 0.7014398529647985, + 0.9044178878564618, + 0.025546328199429147, + 0.2678241229708027, + 0.9552012629837322, + 0.24259487742170366, + 0.3476063863779404, + 0.030096909798609166, + 0.5704394405722452, + 0.46976041396889356, + 0.1572106768323337, + 0.5844555615810282, + 0.7461831011497633, + 0.596209796235643, + 0.8259842665032585, + 0.15025404686898058, + 0.592583304613339, + 0.8825085785718452, + 0.9119106640735468, + 0.9075227588998984, + 0.993518889778627, + 0.3387021156290573, + 0.19239628271638887, + 0.9435553541729969, + 0.8671964033243673, + 0.41489759264370213, + 0.5894402438689308, + 0.6845609555834425, + 0.13926437294087463, + 0.7906901416122314, + 0.08853715858847472, + 0.8657003842880713, + 0.0063761899343865525, + 0.7423719448461017, + 0.03350374820696744, + 0.44630797851181647, + 0.9693094049050163, + 0.8669434335634443, + 0.6615116261183658, + 0.4575608093505215, + 0.7773998141384963, + 0.36210024267227126, + 0.5128760256818746, + 0.6691280557927307, + 0.8247325045436794, + 0.6394758335908242, + 0.06941015402572333, + 0.5401390275697249, + 0.7858147256870391, + 0.9581647835378359, + 0.9610218753557078, + 0.007020467914702501, + 0.019103443847107073, + 0.39580470203457924, + 0.646326489774013, + 0.4866722379711223, + 0.8221569664099606, + 0.8322094924297428, + 0.07544368531720756, + 0.06296372526007038, + 0.9731566863362153, + 0.9428783869472681, + 0.44496730869559825, + 0.3599740925709197, + 0.593040835999894, + 0.8211674539799754, + 0.515574020542495, + 0.4444436447945196, + 0.08502091341089074, + 0.8108464050035404, + 0.45616623661205635, + 0.7485792783615729, + 0.5167224104907788, + 0.3547974075196293, + 0.9971523411571256, + 0.98744295162978, + 0.9612325386653234, + 0.42773728278860335, + 0.5485042555316069, + 0.9188862560479125, + 0.19199346113688204, + 0.9155667779321992, + 0.9013471525052617, + 0.6592925314028486, + 0.3975335843607768, + 0.5059537959535572, + 0.657788250291572, + 0.2817904536135101, + 0.019845006386436707, + 0.0786220703979529, + 0.9108692537292691, + 0.28106592677683423, + 0.5630152106202149, + 0.8959329947287029, + 0.4049298734786817, + 0.5983050518367544, + 0.9074016316552378, + 0.7998657560183117, + 0.8322269910704233, + 0.8225381636510702, + 0.8244469526444764, + 0.48899818733550404, + 0.11721161801342012, + 0.7116383156895425, + 0.709855798993507, + 0.26316382052761544, + 0.23551188327223793, + 0.8479935239572629, + 0.7115598037529723, + 0.20081046438951977, + 0.052218813262719675, + 0.7623924014834856, + 0.41412647418520004, + 0.2873479378532868, + 0.6454930524652424, + 0.5604304981038815, + 0.06337918521953716, + 0.6711903116030508, + 0.16981779364378036, + 0.4228853337598165, + 0.6297865502188631, + 0.8735299252104375, + 0.6068107947895733, + 0.8387635779483269, + 0.5951923949343851, + 0.6855895968766652, + 0.6876158360900543, + 0.14139883742459336, + 0.05520665438665046, + 0.7783898405774498, + 0.30039686630042434, + 0.90250288089996, + 0.19133343554767923, + 0.43534836169196767, + 0.7041910487839638, + 0.5045970684955194, + 0.33581495998041094, + 0.9248316130986338, + 0.47253417615833737, + 0.8776253766326718, + 0.0847367823361278, + 0.7755498890690979, + 0.16959373542770817, + 0.8952492697405261, + 0.13401528204029106, + 0.34656339254938884, + 0.7772826000152029, + 0.7692184245170939, + 0.48917365758462616, + 0.7703328181804799, + 0.5603699580150303, + 0.30877591937512633, + 0.26990297276935926, + 0.24179924431792194, + 0.7102453287529026, + 0.7349277195774966, + 0.5565805507376318, + 0.30097964587106163, + 0.14310441088033277, + 0.005687712625539837, + 0.07928340352506791, + 0.2863123652719369, + 0.9810059694804454, + 0.2699897136736418, + 0.09522741795536971, + 0.9901181619085755, + 0.3866584978343474, + 0.30450866247536024, + 0.5230718409399023, + 0.33235145736109883, + 0.046482066612969844, + 0.2979792575735666, + 0.22264068455663755, + 0.1975120897010943, + 0.2987846323873261, + 0.4570805434141819, + 0.8647879784182604, + 0.699147998684289, + 0.978818408827318, + 0.8020301139819479, + 0.421200907434516, + 0.11455576883604585, + 0.7205291575988418, + 0.018857207585291032, + 0.9982474031217954, + 0.10505790228468687, + 0.7060638298618522, + 0.5559309223166151, + 0.6103486972404795, + 0.10142516939884455, + 0.5416965564155292, + 0.14245126646355827, + 0.1238322601353517, + 0.27364503692065034, + 0.8797187196921707, + 0.06995937195389365, + 0.9810481314206343, + 0.12436890010659118, + 0.6190596284347797, + 0.2953739545732649, + 0.49886330892603326, + 0.7499214827610652, + 0.3698811687142438, + 0.8289069369417743, + 0.18255035913470513, + 0.5369721770201322, + 0.18857203264348676, + 0.799948610385197, + 0.3515447090146687, + 0.18216428027481396, + 0.9177359039914708, + 0.8907851859229838, + 0.20624378786613484, + 0.8612653525194629, + 0.2726804869828955, + 0.19545178783303674, + 0.09403407456555424, + 0.0730750673007713, + 0.30777190311520725, + 0.6513500345030112, + 0.6160904979621014, + 0.32292366297358316, + 0.029668504173007114, + 0.5234975967980892, + 0.2789458986556451, + 0.743557864175198, + 0.8509176703977778, + 0.7770228238879455, + 0.15953123792902169, + 0.01663211513687867, + 0.5687138220979155, + 0.9153912504027564, + 0.8126866651520577, + 0.45995886393573554, + 0.2585487178361837, + 0.2058596448600008, + 0.9797365943427083, + 0.8430189263959943, + 0.2349465181911865, + 0.964468332197614, + 0.34776490587448783, + 0.7943954758770879, + 0.4144801456797158, + 0.532684102586296, + 0.4508606702290439, + 0.47778832265271115, + 0.65902262116717, + 0.9377482787327974, + 0.447526004018757, + 0.43520073109670443, + 0.4517406225791142, + 0.9135923523311368, + 0.43059068778962223, + 0.17318360585691467, + 0.6881100711990238, + 0.8433486008185582, + 0.4169697657271311, + 0.36482042948318766, + 0.10940903558684423, + 0.28599555513561464, + 0.7485662923891364, + 0.6982245721312668, + 0.918063896829102, + 0.31606617707398177, + 0.46865337405548324, + 0.6109812480149437, + 0.8300822890033783, + 0.7250322291185269, + 0.22108446139063564, + 0.4552642513833781, + 0.25543998373841104, + 0.25614682680601664, + 0.8775558812815434, + 0.9388906698715496, + 0.5009041100518562, + 0.6883699197834025, + 0.4385823132573501, + 0.952868129391495, + 0.12614035316965294, + 0.5986833693844502, + 0.30164504937294767, + 0.7172353060259228, + 0.2455680390478076, + 0.7411784007009155, + 0.15293001443041015, + 0.11197994584248555, + 0.8279778221144293, + 0.9165280471318696, + 0.01669559765764275, + 0.5482666452046328, + 0.6621472338212323, + 0.7851239723804391, + 0.7469083805641992, + 0.7600925314977829, + 0.02861122066757685, + 0.013401671403064558, + 0.24997677861468398, + 0.870654177280206, + 0.31741713126799426, + 0.1578125079433899, + 0.5714229183480173, + 0.3540434849324693, + 0.002500145304062502, + 0.08351873853276598, + 0.5963844363216965, + 0.8790083728040665, + 0.3472316866392335, + 0.17494651610686884, + 0.06152161452879988, + 0.4942419500718849, + 0.855872513260705, + 0.14049379780100069, + 0.0595505467942432, + 0.6352027635135236, + 0.1566734256671834, + 0.6370903677733388, + 0.6358296057154639, + 0.11509012683016112, + 0.7249246065879347, + 0.8323392966736003, + 0.550519706145759, + 0.04696651915379267, + 0.6240595567510427, + 0.901879612106962, + 0.5156453713639941, + 0.5689905775582728, + 0.6198666991511015, + 0.3233451470017106, + 0.6807219589793148, + 0.1455771433605142, + 0.3122205659377404, + 0.03188590610538788, + 0.6031030202442824, + 0.9881246933925508, + 0.26001548899778404, + 0.031788932179802804, + 0.9348602675052333, + 0.752013287367904, + 0.7667688186222306, + 0.8692175061567698, + 0.5887957536927215, + 0.9798508853290222, + 0.558503752968977, + 0.7255587885388726, + 0.8603524935740241, + 0.02268429771939197, + 0.26201578967102357, + 0.44432197804066487, + 0.7937603601685471, + 0.7358830443971374, + 0.36522818971209203, + 0.8133960974905624, + 0.5587421731684517, + 0.24624778041034667, + 0.928597600181897, + 0.7770717401191582, + 0.5369022098634962, + 0.9068608907287603, + 0.4013829773042899, + 0.7350306428464679, + 0.21273264877619075, + 0.4240723258619117, + 0.3797255802161237, + 0.1421487783099158, + 0.0041323140733049175, + 0.04101092581484843, + 0.9877123938417434, + 0.3937482222452382, + 0.6195539131246424, + 0.9704475409566324, + 0.6224274064456912, + 0.6482939161029212, + 0.18760830336314555, + 0.6318639424696586, + 0.646317160378352, + 0.22465956776764912, + 0.8987404185140793, + 0.13224546088189199, + 0.2819363731345145, + 0.6517667995093117, + 0.9400053256244446, + 0.6187092274247866, + 0.058029359316221406, + 0.12867903321370466, + 0.1926216911432786, + 0.35050119173682354, + 0.45876911843231255, + 0.04522432745709762, + 0.08641354330786333, + 0.95748548728674, + 0.1082379069377995, + 0.07317470239558116, + 0.1533896625931382, + 0.30346284775619575, + 0.9540528831483079, + 0.7504924140675064, + 0.8659351846355429, + 0.9174274848930745, + 0.7889789233462781, + 0.6436460743029908, + 0.11132440419811152, + 0.8797263451269435, + 0.20696746794129817, + 0.46732134867041514, + 0.22129441061124994, + 0.17289208132036665, + 0.3730881592358589, + 0.8144166978525675, + 0.9729809007596799, + 0.4894622322669604, + 0.19360513806347995, + 0.018786531579859923, + 0.9213209709409351, + 0.2164932103785258, + 0.4694768249542381, + 0.9062041127159512, + 0.40043241276157104, + 0.6554788122397528, + 0.09716170257421441, + 0.7723304780469221, + 0.4711151573462738, + 0.06884888253850524, + 0.9183869007999804, + 0.3709460134192971, + 0.9203951035850547, + 0.24147906273266895, + 0.4937413926406342, + 0.8358958697446549, + 0.5925334605063994, + 0.28551607313279803, + 0.9074678658138319, + 0.14923657160082765, + 0.6768700608326671, + 0.32761329146231044, + 0.538178265648486, + 0.8405364656319866, + 0.7413438282919877, + 0.4181988824103616, + 0.7616987290370145, + 0.6847221012095965, + 0.9449510242787602, + 0.4623148201628794, + 0.19374693123006653, + 0.32064405806961516, + 0.007695932561380818, + 0.18193086707678252, + 0.39767005061804106, + 0.8610788305246544, + 0.1228178144174395, + 0.6785835482659822, + 0.8662916935906946, + 0.8447009040181492, + 0.6479587902429963, + 0.8901292037289796, + 0.9006993038578015, + 0.5998030420846621, + 0.8703380470931634, + 0.10001339806000492, + 0.32887983864480885, + 0.8076456131794068, + 0.807835273183294, + 0.4302132030468391, + 0.8741864241321444, + 0.8974292115938106, + 0.9981863924671904, + 0.2241366112281888, + 0.17966316285615458, + 0.42756682503778143, + 0.9419293161663419, + 0.5282926869162354, + 0.05381657158346305, + 0.6108216404110842, + 0.06599731825877012, + 0.21450242322170504, + 0.5148241414351395, + 0.4715343969829813, + 0.449772798828698, + 0.7086527110991064, + 0.4244528747722675, + 0.7184897788548646, + 0.6256765994181619, + 0.15002538748366573, + 0.9394060542525429, + 0.05355562514259482, + 0.12284619518126094, + 0.7103750642925907, + 0.027650854862516002, + 0.6529468606456298, + 0.3549810079960014, + 0.008492890418815032, + 0.7542315802146424, + 0.5772700955535687, + 0.31397127555911264, + 0.7491065402343278, + 0.7950765561718556, + 0.1687673816841938, + 0.48717966715882516, + 0.7953193074665984, + 0.3335143079590974, + 0.3635292776303979, + 0.589271078312704, + 0.2618316931272106, + 0.6757418351292477, + 0.1478136598185698, + 0.9597126380383749, + 0.08942598687273079, + 0.10909809425630618, + 0.07868055024524873, + 0.02457514999485148, + 0.01539701876085411, + 0.10357220440339221, + 0.053677065038899505, + 0.49542754288045565, + 0.1543111503857677, + 0.03427587273015002, + 0.2823197276114707, + 0.992129770697362, + 0.15992211592614242, + 0.7957179985242041, + 0.770839609050912, + 0.4495153340592325, + 0.6817228443341091, + 0.6669523046306359, + 0.610477195759427, + 0.64793272616316, + 0.8031304365293894, + 0.4338297060046595, + 0.5090612362948275, + 0.3376706170657948, + 0.7759936499190154, + 0.9639857791305732, + 0.11225868562572089, + 0.22247591907308584, + 0.6207096937052493, + 0.3199965647246453, + 0.6024855286317491, + 0.43292050647739455, + 0.39314500204954916, + 0.7546708671288298, + 0.12746996994115212, + 0.38420429188971894, + 0.34628698339514047, + 0.8043628506269682, + 0.25245975643101426, + 0.22601866053175867, + 0.614319555114961, + 0.29486859402045734, + 0.20453455669201887, + 0.318745761731415, + 0.5649466646896557, + 0.624523707174573, + 0.4424824520556823, + 0.4397342699608191, + 0.21621927176080563, + 0.9445078881462018, + 0.9277615289597766, + 0.012996663408709416, + 0.9270878934412253, + 0.6480283755164896, + 0.9987276084259943, + 0.2653621595991349, + 0.4576471027865928, + 0.02266883682422479, + 0.6523449594183128, + 0.06875753481240296, + 0.03835074008842574, + 0.35057083627145, + 0.034364138676258385, + 0.19635318829270804, + 0.15176126596287604, + 0.96307480479402, + 0.5251584869239877, + 0.7069063940001477, + 0.4709452436308129, + 0.30668203729527443, + 0.33351585349904406, + 0.16125749336963885, + 0.4842194577857735, + 0.2854815866166466, + 0.37767272215477576, + 0.5564879131332481, + 0.05162087755506615, + 0.9523098758986702, + 0.6821758877527673, + 0.8327220727891442, + 0.10789309293651633, + 0.7454370510069439, + 0.5051448171421598, + 0.1624597598363101, + 0.02580579998347072, + 0.5120617793808956, + 0.6898136923944682, + 0.5953666528031295, + 0.24070132527098637, + 0.15489301359589652, + 0.6047693746253004, + 0.7152263515589636, + 0.31118483618124515, + 0.20196073822980576, + 0.7516004525335247, + 0.5229515267071014, + 0.6241365038708415, + 0.1722082513411587, + 0.7753221031883362, + 0.20776626420113037, + 0.39215384571769873, + 0.3267521887768672, + 0.05706326716883883, + 0.5882722282826152, + 0.027549704297272874, + 0.690856242900396, + 0.36710218033256714, + 0.29682262412341753, + 0.7740388263251228, + 0.9811512143298537, + 0.5929562289972501, + 0.9956769204063844, + 0.5958241652146087, + 0.5278089880080362, + 0.7942626180267609, + 0.3017454814305557, + 0.8998502363761935, + 0.02632514751492641, + 0.9082397753936753, + 0.9118428839386084, + 0.9133037304935387, + 0.7213674563416917, + 0.7103444917936543, + 0.9849384211361324, + 0.7606752630219815, + 0.7993028292631811, + 0.7934998055918605, + 0.7876995276042497, + 0.42937848493426756, + 0.2381312556203079, + 0.40914978697806187, + 0.28096226298193583, + 0.19615647699343924, + 0.560381951728998, + 0.5608950963582107, + 0.04769349971129906, + 0.26477354459547686, + 0.5353069061130139, + 0.15692873835477872, + 0.9499121807080199, + 0.37028378376042337, + 0.5814151618044159, + 0.5299534078484863, + 0.19675274736456505, + 0.23050237808269286, + 0.3427292340818047, + 0.9518470646771201, + 0.7723784711587396, + 0.7105892605336408, + 0.16355529814387837, + 0.11111388324708715, + 0.4580189147176237, + 0.07421848285108743, + 0.7047152417493849, + 0.3739093227285546, + 0.6846095497119193, + 0.287572893582308, + 0.7228434330510041, + 0.22226580274914964, + 0.05372928275462692, + 0.6931754941820685, + 0.27620741610069055, + 0.3139346196086569, + 0.15576674052401346, + 0.9437561999542486, + 0.7318092769584665, + 0.9161324187174774, + 0.5137239805796676, + 0.22828278574056493, + 0.170685177188379, + 0.02715816457049777, + 0.8556676968226429, + 0.468312347596119, + 0.04106328556992567, + 0.2845754870319469, + 0.0039204049000275245, + 0.7484154119645228, + 0.21025309516229113, + 0.23623523956052173, + 0.366779530274682, + 0.9934440502268417, + 0.588241125308523, + 0.8526283157748809, + 0.9749173493398986, + 0.27838968827011157, + 0.3924183584027392, + 0.15823711822276293, + 0.7683793894582355, + 0.13640868300722753, + 0.46981846106569064, + 0.23180920343055123, + 0.0530719756739121, + 0.14876954653461388, + 0.4060396334768231, + 0.9991841832612826, + 0.6426463925460578, + 0.020046996242476474, + 0.31007964442826497, + 0.4412678582310038, + 0.725100390597062, + 0.5989750440635545, + 0.5313345304546365, + 0.8062718567338871, + 0.9392076644040966, + 0.9310385333334008, + 0.5718405375341118, + 0.9111161515359564, + 0.046100628996870764, + 0.020491197812338175, + 0.17535220386868006, + 0.3951627392248175, + 0.8378092361450623, + 0.031226579424441524, + 0.10510243616464254, + 0.4066666824749041, + 0.9967928706320928, + 0.06798238450263588, + 0.31752263168522926, + 0.18830038871003052, + 0.4798510025799408, + 0.6660056757243118, + 0.3318663650863796, + 0.989248725319935, + 0.37986667318228584, + 0.2122860269646769, + 0.7244060243591345, + 0.36740559231218073, + 0.7302989377216369, + 0.4901744594211791, + 0.5092681881768556, + 0.7276548662868538, + 0.10029270097865284, + 0.3519551231819864, + 0.8356835571179912, + 0.7513305816243205, + 0.7463339961786385, + 0.794344078864071, + 0.14206808843816743, + 0.4269122910925983, + 0.6356213567438325, + 0.04044727170867469, + 0.40051361425825827, + 0.7180681892061671, + 0.5119357684106689, + 0.6961354890925879, + 0.331071034380903, + 0.27469613450381747, + 0.03837831281556354, + 0.3203748570094645, + 0.0035845096510204646, + 0.6764968894521173, + 0.289540816821256, + 0.1212978242183051, + 0.47041612855927484, + 0.9548646377345268, + 0.4164417263909577, + 0.8581918499115242, + 0.4535389284853739, + 0.7515211025302463, + 0.9555601868189834, + 0.39525921818313214, + 0.13958618744715934, + 0.4778288533696072, + 0.2846742399805667, + 0.9250619651507699, + 0.5831508051129756, + 0.7591628983698209, + 0.7426902277693275, + 0.17211639215737595, + 0.23256681016211112, + 0.5193615580520339, + 0.916777780045209, + 0.5551764780452714, + 0.5154130609917539, + 0.6129007319826911, + 0.5802465256378253, + 0.8428340747735792, + 0.45203860109418, + 0.015372004423630384, + 0.050933695624253754, + 0.46483336892463534, + 0.0630045119564333, + 0.7482849545477699, + 0.9005218861418676, + 0.7882339009398064, + 0.29644563449895045, + 0.38381217338445794, + 0.5839378882557129, + 0.44372359788771554, + 0.05290468188644237, + 0.03419353022654347, + 0.8864357100782188, + 0.4965162821448662, + 0.5517878859280736, + 0.36274011661813743, + 0.4557524351983671, + 0.6923106146157733, + 0.40964356244199795, + 0.8171809143797082, + 0.6126527846196665, + 0.4822532223608815, + 0.3576814154376941, + 0.21021527767658382, + 0.425114288605088, + 0.9826401035789647, + 0.006386390575049582, + 0.018794039490687947, + 0.873881063982914, + 0.10802673696639326, + 0.5384746334070784, + 0.11876740573519945, + 0.08490747704498885, + 0.08418515098951468, + 0.26555004639696284, + 0.9774086198080403, + 0.8537173950549792, + 0.7988953969695743, + 0.2202488030253021, + 0.3011524903398948, + 0.43164595163752545, + 0.06391903698363637, + 0.50450237674984, + 0.48766943731561685, + 0.5033754161585605, + 0.4958198854128836, + 0.94519435987774, + 0.007059725302107499, + 0.598687455951118, + 0.42822702546035174, + 0.6946666637993293, + 0.5462264880475188, + 0.11434474829686392, + 0.44101322668030474, + 0.2794831358012848, + 0.8026422966905736, + 0.42156114355724444, + 0.4825047411548265, + 0.9212098964261547, + 0.5873759951109367, + 0.38473180451660893, + 0.014088632523195746, + 0.8643489451197794, + 0.6755658626739659, + 0.6489643344716535, + 0.7990199791000447, + 0.5198182758793306, + 0.20960313790800467, + 0.7272207625102458, + 0.34519317477976263, + 0.6924946300909114, + 0.21951220205634586, + 0.367739972300123, + 0.2875699874345482, + 0.8986624935071309, + 0.7419421373758884, + 0.9977678430268556, + 0.12287918031872641, + 0.48307087684986977, + 0.9348890734472426, + 0.4748271075018042, + 0.6177242062709923, + 0.33042687466794574, + 0.10313795139497323, + 0.18503588917597374, + 0.702873818907298, + 0.9089584498365076, + 0.4794862988102586, + 0.3641471782983105, + 0.43620611661820874, + 0.31337364078207736, + 0.7587713952643628, + 0.9767762539940666, + 0.7539441681660579, + 0.10594236132200846, + 0.8103549396712577, + 0.7132028078756267, + 0.08972182571073783, + 0.5237010688590473, + 0.1677501180055368, + 0.3560372235417939, + 0.9117511933981981, + 0.8930968245185358, + 0.21861662205539523, + 0.56954713758094, + 0.7551038680890801, + 0.3446906284071817, + 0.5463992452026587, + 0.5593698616260308, + 0.786043107667799, + 0.21956027737998174, + 0.6404034095841019, + 0.8680576259486994, + 0.5846786175767719, + 0.27559950653460175, + 0.5371733934043248, + 0.045079821129945546, + 0.3325092797503052, + 0.9173276136406906, + 0.45380234427867217, + 0.8249235698474554, + 0.326125812695786, + 0.07988565229415523, + 0.08483434999920897, + 0.1644221012511497, + 0.5535178947958541, + 0.20963546699594948, + 0.018956699487082895, + 0.8893746687901702, + 0.18424954810784788, + 0.22832889156000752, + 0.004257701293127578, + 0.42402011047717714, + 0.6509875247481436, + 0.5299726525816988, + 0.982614966016133, + 0.9303308082830802, + 0.7332990553191822, + 0.3830125693363472, + 0.7635188946195013, + 0.821126677535146, + 0.0501024133551236, + 0.030399294666313657, + 0.5672302703603785, + 0.501549359537603, + 0.4134116216592141, + 0.8911357050416187, + 0.20198276523904135, + 0.19749434796030618, + 0.09972320020279607, + 0.9663296231000281, + 0.1984275566176773, + 0.8637603190227827, + 0.3945142145823767, + 0.8727453742143412, + 0.6004041870456361, + 0.7148609564600525, + 0.9220458915939959, + 0.6000299249014373, + 0.7645384307566263, + 0.5235459626433736, + 0.10333208187950965, + 0.6743314312014927, + 0.6486250317879072, + 0.23483349512738894, + 0.9263499126472531, + 0.5585054364303769, + 0.2271008538041942, + 0.9096241119943813, + 0.5091149261806933, + 0.7996191573895723, + 0.4364795819796591, + 0.5884171075286684, + 0.38719152593672457, + 0.18066797558062536, + 0.0915108049472158, + 0.011260908192780424, + 0.12902288746241175, + 0.10928009470099848, + 0.053671607707660586, + 0.963304920494845, + 0.6117727805214006, + 0.9802008540091811, + 0.2510326872718881, + 0.36744519762780214, + 0.6049825267394137, + 0.29460366288300466, + 0.1492479152662064, + 0.6683915932519777, + 0.23108957762144167, + 0.3831880491227648, + 0.47032356462753633, + 0.3664080279669499, + 0.8008618015989104, + 0.9448232487599671, + 0.3655522495487167, + 0.9680048766394351, + 0.07158830368637041, + 0.6903299536147494, + 0.22331490451849867, + 0.7547298432218856, + 0.12077845695651257, + 0.9021178453447278, + 0.294586696190075, + 0.9141960050331488, + 0.7005163227520413, + 0.48566826672973257, + 0.39450727331428903, + 0.8916622916230381, + 0.18593194987988582, + 0.6717403655355333, + 0.16075456777867936, + 0.7710222169283184, + 0.12928806497359946, + 0.7494367694593818, + 0.06664968318269969, + 0.9016140910224584, + 0.09613833032125968, + 0.14200478933796296, + 0.9540290802691292, + 0.17053480468700177, + 0.7140238425774122, + 0.5165828914278532, + 0.30502368786971223, + 0.039464618818220464, + 0.815231806957866, + 0.09845259212608504, + 0.18910087189102587, + 0.3029507018821996, + 0.8997464115288081, + 0.8557794188917243, + 0.13011636817712352, + 0.14771751794461851, + 0.8423103986906431, + 0.9061489417666846, + 0.8772636574121064, + 0.5916475918476914, + 0.007788082294178197, + 0.35346025604655446, + 0.4979867870670282, + 0.8890210829941156, + 0.5032919887819554, + 0.23040214746577037, + 0.42721944156990305, + 0.22932793931463208, + 0.23273492142796648, + 0.9932751787807863, + 0.8324115034118338, + 0.38273012745185775, + 0.29957564057372055, + 0.6574976527156415, + 0.04723351799966894, + 0.37229210589150946, + 0.8780760468327049, + 0.04693479735771292, + 0.6578205457727448, + 0.1118626934725353, + 0.9499215417814258, + 0.17168802815771783, + 0.8823515587578512, + 0.6006744348016996, + 0.08459452730946143, + 0.24696090307354196, + 0.1321441697388907, + 0.46212984396666557, + 0.5243260059329249, + 0.8219702682404995, + 0.08428865302648447, + 0.6370626733966347, + 0.5396840035250796, + 0.22901169092995638, + 0.31242151824297915, + 0.741862577521144, + 0.5956498795399837, + 0.3921630344264322, + 0.8207900544199779, + 0.5297125822466637, + 0.028359454881195102, + 0.11913370728814876, + 0.5163309568871634, + 0.7524911626464983, + 0.8710608866807072, + 0.9457822675089289, + 0.9712676313510386, + 0.549128062618304, + 0.4919384546817033, + 0.9967154578937361, + 0.94638580182628, + 0.37595237552246175, + 0.6434484683491009, + 0.24275999712485952, + 0.6386615286061919, + 0.40815334294753314, + 0.5722753754261655, + 0.05679208014675367, + 0.9001344640844304, + 0.3838401933057025, + 0.6504014931581359, + 0.44490739674575985, + 0.3388729570718816, + 0.71005339838443, + 0.5289419800613198, + 0.047895271461478206, + 0.5823098118250694, + 0.23539402750206706, + 0.16576419142278648, + 0.9357069733544854, + 0.6167148179432025, + 0.6864280080099137, + 0.2607622398098378, + 0.1726186930503676, + 0.8203773306867518, + 0.4621860330204106, + 0.22027203153718827, + 0.5165255061436291, + 0.2807613249132469, + 0.3541697104924908, + 0.6903375591937889, + 0.6280549427730723, + 0.8547678522541184, + 0.5751094166225005, + 0.40939982631191935, + 0.11998640398314941, + 0.45272213298082525, + 0.20286913943204293, + 0.6084015379773138, + 0.9570510633799779, + 0.6819610753427379, + 0.4806689315397824, + 0.7076837015630291, + 0.8543597636499509, + 0.8485378825142782, + 0.8936001485080808, + 0.4876588266105779, + 0.8651846693347309, + 0.09146833161553386, + 0.45380978033173064, + 0.9397859960779702, + 0.39000678605243744, + 0.550188869744791, + 0.8493961393837197, + 0.6510199481631121, + 0.5994413717277609, + 0.8345787434853889, + 0.2188918916396122, + 0.8570988512984778, + 0.799063123943583, + 0.07933936400637231, + 0.7597966926075274, + 0.37106010687577373, + 0.06280588728900434, + 0.15740518569615491, + 0.9106810961063055, + 0.1646948810851338, + 0.6481020275626712, + 0.27512044014346226, + 0.06384361419127135, + 0.21367762762844983, + 0.3085038880357336, + 0.5641975626245946, + 0.4974904966400881, + 0.9271685857406053, + 0.9020741976176088, + 0.7471681253884901, + 0.8967393991864239, + 0.7545050361966144, + 0.8281308452701799, + 0.9314258626366294, + 0.476216454886299, + 0.3849084747771084, + 0.3373604477076775, + 0.868202292100221, + 0.36971320671537583, + 0.7140010284757587, + 0.6999195401037628, + 0.6980051973473455, + 0.921004041032841, + 0.9318867511232998, + 0.9675161935337925, + 0.9628373718080908, + 0.7666040170028756, + 0.07497782549280045, + 0.7717214508854175, + 0.7301339565389044, + 0.4415332774656043, + 0.112458072705795, + 0.5616972224787612, + 0.204659435373497, + 0.199264584405007, + 0.9131608882537785, + 0.7846241942002323, + 0.4556266774735652, + 0.4945151424424481, + 0.4932512149129668, + 0.5262658632459076, + 0.8155188283134895, + 0.16248331242942315, + 0.7432797987451236, + 0.9717563376144189, + 0.5852296916708775, + 0.5769727496013578, + 0.6076257721681334, + 0.8686167708301029, + 0.7425523552477753, + 0.2639587899095869, + 0.28128310017072294, + 0.705834194429279, + 0.255789770986974, + 0.333439549557045, + 0.5883946110034128, + 0.3581116970354603, + 0.6752927933292283, + 0.5117332342891411, + 0.7921079060769871, + 0.6056643811946785, + 0.9546113298811822, + 0.5665633841604639, + 0.899842530078139, + 0.7764752814992226, + 0.04233904294249312, + 0.25622040025611237, + 0.7811734785192126, + 0.13154018904288145, + 0.8014885820345494, + 0.8832439115075192, + 0.8730042455604186, + 0.7631201249104858, + 0.8824265403166378, + 0.13852231319158553, + 0.4140011866902319, + 0.7083655632269084, + 0.021061523129163005, + 0.6027195396523312, + 0.18476774956390268, + 0.39727434615898144, + 0.4849164315413171, + 0.08258941052540131, + 0.574926914748765, + 0.6800563549095057, + 0.20969542064294572, + 0.9460080893886335, + 0.7955448160091996, + 0.6159994334875175, + 0.5283047362931235, + 0.7448908094549955, + 0.6085007907221253, + 0.995774938518962, + 0.6571967917805164, + 0.5987120533796966, + 0.05902495925554236, + 0.45945656505121296, + 0.5627975933131042, + 0.3341387293100756, + 0.24623661152023413, + 0.4364497745813912, + 0.7856133154166307, + 0.5759577619020377, + 0.6254813944945037, + 0.13593097346785654, + 0.3460769279631712, + 0.2508766046294622, + 0.23480978625435278, + 0.19114573288409648, + 0.9608982635996532, + 0.4445525911384431, + 0.4158189063382881, + 0.6149203248414471, + 0.18303873159094886, + 0.9407436217213963, + 0.14435701616063495, + 0.9726063385520116, + 0.33861896810080544, + 0.8042498424570461, + 0.8853732655012607, + 0.8212694549225594, + 0.7725076416550303, + 0.6317051108006111, + 0.1648061781267966, + 0.9604443953888485, + 0.30184860940779945, + 0.8680702237830042, + 0.27291778493268387, + 0.6426919794937527, + 0.11109103735237924, + 0.9629325763395257, + 0.2372254324053119, + 0.2443943281898654, + 0.14039607496101275, + 0.8842991518071148, + 0.9517733870328581, + 0.42522735756645386, + 0.9458675867439268, + 0.2862947734111147, + 0.14334475191038315, + 0.8730770628498551, + 0.8929824428513236, + 0.41046664972075764, + 0.9660638681042234, + 0.09629700188575685, + 0.4684129501622999, + 0.9278904322051675, + 0.8794868371635551, + 0.5247013545221779, + 0.3558868220674672, + 0.49400378086283653, + 0.6604519336739003, + 0.3370041721670495, + 0.14784756343011202, + 0.36770751170670946, + 0.6149632302526944, + 0.6161173355961941, + 0.19616461500386217, + 0.06786433399432505, + 0.47543217559291523, + 0.04717713181698692, + 0.06820595690308023, + 0.9150108597200025, + 0.6626916846039698, + 0.9807332561122177, + 0.29813159055759314, + 0.9255017926767525, + 0.9485160220536568, + 0.02364570759872792, + 0.8197446742061761, + 0.5639715404801064, + 0.048415399254429864, + 0.600360750253945, + 0.06520564700325188, + 0.09979808477171148, + 0.38760063264543154, + 0.7049147513913603, + 0.5167462563663303, + 0.10759259100390889, + 0.6112178105845779, + 0.6925902739754581, + 0.9088305980398924, + 0.06469815481285933, + 0.935312700121619, + 0.46145095267583347, + 0.24106988153646897, + 0.8482937743503403, + 0.9891445683052437, + 0.9412568052280426, + 0.47983199350453093, + 0.8691595455831223, + 0.5411756719620362, + 0.3376539921008537, + 0.1430216325877916, + 0.22505632827173555, + 0.3991467649416716, + 0.27188108293866986, + 0.1434000990171011, + 0.276356004643702, + 0.3624197700855948, + 0.11573472699470855, + 0.8260179567082284, + 0.22862459233792892, + 0.815683413480724, + 0.6582892170493938, + 0.1814252963982133, + 0.08245777219654188, + 0.23780395666266602, + 0.401259019649054, + 0.3167206142792852, + 0.10959443638451538, + 0.7247276398574981, + 0.4770958667682523, + 0.9790425345350973, + 0.5903198715183204, + 0.25221234839540607, + 0.24897249890714274, + 0.6553679648329412, + 0.4436697919437692, + 0.35461645603157155, + 0.3636405049604672, + 0.6287128734232921, + 0.9186917436334626, + 0.4327424784742488, + 0.9275576916362516, + 0.36778059865157675, + 0.9826668597630835, + 0.7531491765604945, + 0.8974050310132107, + 0.4123552816480278, + 0.1066752718908272, + 0.9681850556298013, + 0.876699370030307, + 0.4560900444605363, + 0.7305327744947431, + 0.7910874810431252, + 0.8398387575888642, + 0.18715801083962363, + 0.5783305609082128, + 0.4671309944164028, + 0.41446785681670395, + 0.4466778932379769, + 0.08116461082672638, + 0.44761622898294784, + 0.716632577106416, + 0.22623048786417643, + 0.07309586988506708, + 0.5184937160239038, + 0.13408648861889733, + 0.32143981353664364, + 0.6648535047202709, + 0.2769558888263921, + 0.13285107768549875, + 0.29191391591271737, + 0.6931575828244871, + 0.6883968710380651, + 0.684943205701593, + 0.5260701719033123, + 0.18352119518015814, + 0.8509869802224169, + 0.3790238408825838, + 0.2741208830023907, + 0.1970215062025668, + 0.8186522305396364, + 0.7243513013221686, + 0.3422160169720546, + 0.07990645936987689, + 0.07517565345706827, + 0.8284051890345281, + 0.3634375600814619, + 0.34719452299875875, + 0.12235440878405751, + 0.7326716727885474, + 0.8064016791600512, + 0.44486366534997746, + 0.14535109808237606, + 0.6700281427872498, + 0.21535527078754296, + 0.5841252993845277, + 0.39860199940997726, + 0.6027917269741243, + 0.9007292713302262, + 0.3632722214076084, + 0.39516426059938103, + 0.6694670229872304, + 0.18166463921374598, + 0.5600695535577683, + 0.3462476397596772, + 0.5664770034748855, + 0.10946202596663751, + 0.5148408616086869, + 0.3546713195485572, + 0.7271393169998134, + 0.2829733327782201, + 0.8288686284523812, + 0.4596230627052014, + 0.18914543765675024, + 0.26278422352385994, + 0.10877352047439393, + 0.445313427073728, + 0.3905343275875254, + 0.2750041642417528, + 0.5225623086379574, + 0.4794837853620097, + 0.8509448403933486, + 0.6942822164167036, + 0.10752128773938724, + 0.8198075947026346, + 0.7287745186897485, + 0.9037042019778181, + 0.22759424192640498, + 0.6330282497487111, + 0.4681154129716426, + 0.19279424703603787, + 0.4289969606578028, + 0.8431569925884805, + 0.9945623169800705, + 0.9922308770446696, + 0.8584529637495032, + 0.06888073449543135, + 0.6239163290805164, + 0.36898200814339366, + 0.7705198279076959, + 0.2892164271940033, + 0.83190464497308, + 0.00500794677067039, + 0.4517669229343977, + 0.7590183544149409, + 0.5766018778770972, + 0.47095474803904874, + 0.7597508709940463, + 0.23790495723435384, + 0.28728653491977224, + 0.03954240192132315, + 0.9148754142210146, + 0.7246200657266793, + 0.5737021028384018, + 0.17970899065909013, + 0.08512657992699324, + 0.9536612060523509, + 0.7330709841239366, + 0.3718226979985666, + 0.08312096224010462, + 0.09900315455477071, + 0.8346094872337009, + 0.08635376222222046, + 0.403473366558183, + 0.3606853369716256, + 0.012680205463280473, + 0.09295706981247448, + 0.24695364803351894, + 0.44403512347129387, + 0.038892344339242324, + 0.40423992300324585, + 0.924406785030255, + 0.8298465162710521, + 0.9534419317213502, + 0.6734383143382552, + 0.4224607406300693, + 0.5966293645409363, + 0.1705051291645439, + 0.02728744630140222, + 0.74373916363309, + 0.39361762088211516, + 0.37761933744976467, + 0.6657740514360594, + 0.5086056045042683, + 0.4006616844858387, + 0.732714914271362, + 0.3791538101002889, + 0.8754979496410871, + 0.22793030904841483, + 0.9515442095054566, + 0.14384686428049082, + 0.7191063884506554, + 0.8030436702482775, + 0.9258860380990427, + 0.6354165396659717, + 0.6311153597525103, + 0.5806530336030977, + 0.49859971742877657, + 0.896161532622714, + 0.6871081342028301, + 0.24046082129684565, + 0.3429247238711469, + 0.9183498859911434, + 0.17849258406127905, + 0.7254869263102248, + 0.14598636546141552, + 0.8918489063871493, + 0.7141429911968585, + 0.7971056503750699, + 0.8854523127739442, + 0.43247318197134005, + 0.2499480749949577, + 0.70471608383064, + 0.576976121928714, + 0.30680883588957675, + 0.7199424091043145, + 0.3905273417681219, + 0.6853742195828241, + 0.6708074261507823, + 0.5321132087718862, + 0.1969316265396211, + 0.4629179764855953, + 0.6692890047886573, + 0.18757294441842293, + 0.2308975215201044, + 0.9704742980693455, + 0.1347800207276923, + 0.026576611060502298, + 0.31583266503943175, + 0.06276338263214744, + 0.25781256833560373, + 0.7907536105732302, + 0.7028280646179244, + 0.3738154107362669, + 0.8889047416403499, + 0.050155895200535205, + 0.2939418189470514, + 0.47655383642121124, + 0.8973505322605388, + 0.3817107104705381, + 0.5438669115592011, + 0.9388094891547274, + 0.20837904694314613, + 0.7986652659577863, + 0.5034685034546826, + 0.8404127704334448, + 0.7694524153119736, + 0.8818029133820734, + 0.008549842847485572, + 0.7743425325553818, + 0.9410754602139064, + 0.95060994334325, + 0.28908923369443185, + 0.7022414363315128, + 0.5399120410417949, + 0.3622785205729122, + 0.01793303140100488, + 0.30510895718915254, + 0.6655657656571312, + 0.2044118042052352, + 0.5425744875413548, + 0.5612127830442712, + 0.12112561009254424, + 0.7575711943218711, + 0.812182666043922, + 0.6288125645430226, + 0.6290510787064095, + 0.9279454398040218, + 0.7739907068252503, + 0.5985964675870318, + 0.5907223630412389, + 0.64952924484459, + 0.398092217192059, + 0.34540792236160495, + 0.9281486184080893, + 0.7926901891725724, + 0.1774921484730514, + 0.2421662095376162, + 0.61040972552341, + 0.2179134885283548, + 0.8899212109498921, + 0.10201146637175063, + 0.7021340905160601, + 0.26448114509528353, + 0.5312530726440947, + 0.16122804123656354, + 0.09150463963898098, + 0.6196011031539642, + 0.5289247062810827, + 0.2765308883127052, + 0.11377548278146865, + 0.9409674097900786, + 0.23687397437298963, + 0.0588845372996646, + 0.5648801916933187, + 0.8714870436880903, + 0.3413365418875697, + 0.43273448141990856, + 0.2296538789649521, + 0.5880687481494412, + 0.03257513463343812, + 0.2532505970056434, + 0.31879295924863815, + 0.9073243718310237, + 0.2459955000852529, + 0.7329948028501831, + 0.38907873874401344, + 0.8632041465293125, + 0.643542267733628, + 0.8893730215434805, + 0.3852492415416043, + 0.6484956473732213, + 0.37701120453824444, + 0.036983626344988876, + 0.17518252790719724, + 0.9339340810897077, + 0.18002555604213188, + 0.7661409903465586, + 0.4738270377823743, + 0.989035105342077, + 0.5929263169014412, + 0.08309549941050648, + 0.5674946758430159, + 0.08108164858778139, + 0.9336013361982701, + 0.31283894976044674, + 0.2649513991372239, + 0.7260029697513872, + 0.17607695391936745, + 0.6050222315638798, + 0.38993476160623614, + 0.1075157335659443, + 0.6755843113196336, + 0.670406004490685, + 0.6436482019778095, + 0.09701707977455631, + 0.8124853284046054, + 0.3586240314808301, + 0.03773824820392819, + 0.21162673129602955, + 0.5732178581160451, + 0.04914595554972431, + 0.589469334678083, + 0.7574317393697265, + 0.1174490657938197, + 0.7241353244041027, + 0.4077021698047607, + 0.28030212742669225, + 0.08347469332077417, + 0.4384267456607237, + 0.5051006932911438, + 0.3420251090549546, + 0.4584332056199893, + 0.6110252635679464, + 0.07191262050325521, + 0.8108898245068843, + 0.1847857365715837, + 0.41709830294959915, + 0.1282132541989533, + 0.013410488586858267, + 0.941123354478953, + 0.9915522907939629, + 0.2932282113805818, + 0.7459028021256995, + 0.4823742932662804, + 0.2852559415622006, + 0.414276391348855, + 0.7242725940123522, + 0.09103247069328385, + 0.07010273157692246, + 0.7594540778738557, + 0.38485862846090313, + 0.029232712811460157, + 0.02721419702906151, + 0.6392841147430222, + 0.5491809894998736, + 0.3587810910559168, + 0.01630316404975645, + 0.5414152398240712, + 0.24010281551961293, + 0.16081381780497372, + 0.41783114496900087, + 0.30082394208386065, + 0.3892279767462551, + 0.9929127055161067, + 0.5521403710858417, + 0.33637562393123444, + 0.4798092859459422, + 0.08491165718948113, + 0.6219137027028179, + 0.07586562055995229, + 0.3954113224829443, + 0.6213492967045684, + 0.7675553049833114, + 0.02289378830765312, + 0.733098337822091, + 0.25960708068447214, + 0.3749370079708698, + 0.7388273794605, + 0.5904488995445022, + 0.7297675187619637, + 0.10239268287503006, + 0.7329595840328695, + 0.6175015980743376, + 0.6849550214265051, + 0.6382116913198908, + 0.3767494560429947, + 0.0935171419049094, + 0.8001511472869987, + 0.6921254685397029, + 0.14556109547993018, + 0.03741248327722786, + 0.5245708322251671, + 0.1675313701529345, + 0.38922193954960904, + 0.7233261796748864, + 0.7844997642504555, + 0.7016130814396437, + 0.6232671893411075, + 0.011300963066150173, + 0.29078814347739035, + 0.49883986287184107, + 0.610051871886773, + 0.006061453446451013, + 0.5858444772682427, + 0.1474516335121519, + 0.053239041379522296, + 0.7276730131229874, + 0.4079608266710444, + 0.6373349502698267, + 0.7209023783863369, + 0.861475931878063, + 0.1571142347210326, + 0.41262495200810057, + 0.3571171838479313, + 0.7454985248627957, + 0.3736186613824797, + 0.09848645837090064, + 0.877589889754576, + 0.32660417669450426, + 0.7865478063598603, + 0.9202931638399536, + 0.3362729767772601, + 0.8116877527575901, + 0.7995825275747576, + 0.6948193383498406, + 0.27286629153120223, + 0.8780505892560149, + 0.15302925769826192, + 0.5674408454206548, + 0.42301789136682166, + 0.41456324923888954, + 0.5023760367121948, + 0.7801857863925922, + 0.5213109751395675, + 0.4353531704281307, + 0.7287842153543735, + 0.5489238616340543, + 0.49629540052806737, + 0.5186617977673929, + 0.5275145105237868, + 0.5919084838915597, + 0.5730908989522804, + 0.8699538885895389, + 0.4568210757719188, + 0.5179793781713784, + 0.1276897629454461, + 0.7970138636828981, + 0.0010027725561469918, + 0.05779981642024306, + 0.6610939312361683, + 0.45589157963360494, + 0.39712929828038646, + 0.9773549576287618, + 0.7859977483893168, + 0.5859861544803954, + 0.5333071385553362, + 0.9657126514969906, + 0.5971469668322433, + 0.3976253495262326, + 0.5874524426750926, + 0.4244011927689222, + 0.4958314828807612, + 0.9210522308808616, + 0.44944880235829526, + 0.8534213148687091, + 0.03971113379399267, + 0.840778106615655, + 0.7063450678123291, + 0.8590238389464616, + 0.4466188932636327, + 0.8704807700850019, + 0.9650974334729375, + 0.3160688883299365, + 0.05696755412680961, + 0.718697358126924, + 0.9153897628786809, + 0.48650678231811045, + 0.45310931590007125, + 0.5300047984720955, + 0.03694057354269612, + 0.6302782517739718, + 0.1171651645197323, + 0.16227059123026782, + 0.7792898500309446, + 0.05848353379385776, + 0.8195107021032015, + 0.3233377740394149, + 0.0006271711489048131, + 0.09227026618467926, + 0.1948027269266508, + 0.23110687492153642, + 0.0654986643792465, + 0.09794383556328129, + 0.9859817673325456, + 0.5818779332373591, + 0.2637945363719984, + 0.23067828053360429, + 0.035350128716888446, + 0.7535010425783382, + 0.9570312013266783, + 0.6147076222960737, + 0.8848939343717074, + 0.0487969776441301, + 0.5563525580581601, + 0.15108446237071088, + 0.9125161334713394, + 0.05263469959787304, + 0.06995535010221832, + 0.015448877301448949, + 0.5289122930005054, + 0.842613124773139, + 0.6690822129468992, + 0.49759517996083447, + 0.016909451154007885, + 0.910500408306597, + 0.10012888242932488, + 0.2449446670152053, + 0.31368064496450243, + 0.6807861552143408, + 0.7273266612604482, + 0.5904322766546897, + 0.8599925864696745, + 0.8706215460806305, + 0.899880631859548, + 0.6382753798548846, + 0.7700076993467386, + 0.37387451193955723, + 0.9860467110216284, + 0.09009083870263451, + 0.02845386538151568, + 0.9279762520304657, + 0.34494505510242146, + 0.49241750292032527, + 0.26325294253844345, + 0.6663116798523868, + 0.1793786432895203, + 0.731048031893305, + 0.6579180688972801, + 0.5895059682775505, + 0.18053059117835607, + 0.5983684664818834, + 0.49003566767126455, + 0.5276926492597638, + 0.7885356373677681, + 0.9510521431181662, + 0.7583356452299599, + 0.5162215412528873, + 0.889875639726587, + 0.23115139502943943, + 0.2664547814537867, + 0.10921959193052339, + 0.14629508732973956, + 0.5295094354721597, + 0.11769800638557021, + 0.45225906409139066, + 0.8822193482498579, + 0.05757401330487291, + 0.8226552361623443, + 0.7904426525184849, + 0.0013948699090757537, + 0.41275557452338296, + 0.38476984581058177, + 0.12099432946184502, + 0.8846671098986294, + 0.918281805804827, + 0.9401475476164619, + 0.6403193184381544, + 0.8796254825164793, + 0.3652999573052903, + 0.45444894491121585, + 0.749542949685048, + 0.5282267752391233, + 0.31915886406949623, + 0.6297355673146383, + 0.4897951757047381, + 0.36264931263038874, + 0.21566669640508362, + 0.6621687058482844, + 0.8558882239815231, + 0.8976924680287015, + 0.7495086627936219, + 0.4347095902431199, + 0.8576775889959469, + 0.016952578065511596, + 0.2840819418420738, + 0.39174756608837025, + 0.958779365875387, + 0.7085000322501595, + 0.6805363380951419, + 0.5448328188911346, + 0.5788786595883457, + 0.5814942714960922, + 0.8849859219496098, + 0.9850133122846193, + 0.6456988446715044, + 0.10841390932035799, + 0.5139472315747027, + 0.5094879712866519, + 0.16476438186055015, + 0.12822087646754105, + 0.4587602950067734, + 0.24938136885211315, + 0.9298381377932907, + 0.8876530941007252, + 0.48691461768831606, + 0.39399941330053584, + 0.3890238483136955, + 0.3028409435257656, + 0.5822412721305602, + 0.3383689918108329, + 0.18767567226366233, + 0.1759604640870791, + 0.9484974964725293, + 0.984055497250076, + 0.16249880216143453, + 0.843549717769934, + 0.29727571402134567, + 0.17424086817678314, + 0.34218294764708124, + 0.11765722316833338, + 0.2477240540702097, + 0.987924482684437, + 0.20166977232308902, + 0.8094648737901331, + 0.44983243724814365, + 0.4811015253158248, + 0.020558589242133298, + 0.01105715635406079, + 0.038727832861234976, + 0.22780845422174412, + 0.8179848779728232, + 0.07237783380518048, + 0.15537134800112612, + 0.2803290832900583, + 0.9239648461219674, + 0.6127541784746532, + 0.3793100512996626, + 0.1702239638285052, + 0.144890807915717, + 0.7006933222801797, + 0.6748029964078969, + 0.5001198656618652, + 0.17580361737579547, + 0.7362092047985539, + 0.3724541548103494, + 0.18354661649066878, + 0.10900236976251942, + 0.13588950645238929, + 0.030698674812567783, + 0.9219500098253909, + 0.7150880941989971, + 0.10052021429336427, + 0.8142358330041983, + 0.48138619849260517, + 0.9912061309116773, + 0.11102231743298308, + 0.3224599313665508, + 0.15268933484730496, + 0.31991386426981666, + 0.23271370435298366, + 0.8150552588291784, + 0.019556835094833226, + 0.5229720728268115, + 0.27995527048453284, + 0.25271554247876354, + 0.6312546829313426, + 0.7996109668503436, + 0.48496165912374795, + 0.22875165908208295, + 0.5676458424171726, + 0.2167463097507627, + 0.5229001988085449, + 0.06525605909014029, + 0.30142707642046707, + 0.7193123650998793, + 0.07436192086509254, + 0.7665426162648019, + 0.05543911174095129, + 0.34016146049434004, + 0.6375918199545969, + 0.5382860390903781, + 0.5215826134506049, + 0.7717585483062326, + 0.05577382766336914, + 0.5020792275911722, + 0.035942364414281676, + 0.8941906247892732, + 0.6085902380475577, + 0.2558554872858253, + 0.6173707886525432, + 0.13595657278741569, + 0.0175229940584066, + 0.02550069589890733, + 0.7585646369149983, + 0.17811477501324263, + 0.2202282004074524, + 0.7474836723673588, + 0.5835994108264023, + 0.8757732467108093, + 0.7636003678891488, + 0.557354788232732, + 0.22884517547115169, + 0.30786623413481823, + 0.5178703050846417, + 0.7165492181942463, + 0.0555737622277718, + 0.9557492543958603, + 0.16044789498828516, + 0.687968007575243, + 0.5618877081423442, + 0.3237010207890493, + 0.7015423034872894, + 0.09061283581826696, + 0.3946554210776135, + 0.473084446139025, + 0.5390962035850596, + 0.5931678722870133, + 0.5620272334153306, + 0.17931551333538126, + 0.8477309235326156, + 0.9429116364536354, + 0.008167950923774855, + 0.36532328831888305, + 0.9833144328393646, + 0.9412723019142198, + 0.2688771826998873, + 0.053030510436513204, + 0.33563039471153316, + 0.09941886881539808, + 0.7747401449008128, + 0.020201448518344725, + 0.6885373695945891, + 0.45084932937962885, + 0.31732258946080694, + 0.7508007628806626, + 0.7489605197266517, + 0.16677324728223136, + 0.15315775224492, + 0.5127816711879865, + 0.02549101457912774, + 0.8932685410705862, + 0.520025546023918, + 0.6504007448278302, + 0.9366245690355972, + 0.5652267253335855, + 0.2080473591245922, + 0.204448452848623, + 0.5391784940076483, + 0.9777159319611052, + 0.5206806266447499, + 0.009343408526693641, + 0.32151297808642665, + 0.32193708586677594, + 0.4004655102074007, + 0.9662284308237078, + 0.5270154753810339, + 0.5655987863820207, + 0.4750536134809114, + 0.975885813897934, + 0.7372301206369654, + 0.11987339402657876, + 0.3994883637685791, + 0.7014521726382723, + 0.13912268298360742, + 0.8887386738720574, + 0.14193723846979106, + 0.2870818029954672, + 0.7484025539494238, + 0.40224955914040444, + 0.4324238996357677, + 0.9113967818156795, + 0.5352274460191481, + 0.6801816832691754, + 0.8984381911140372, + 0.7703983661287683, + 0.06887943674385001, + 0.7135409790348762, + 0.9064882656383065, + 0.4351076978221184, + 0.9250471523853935, + 0.005941777435086234, + 0.018922471208744865, + 0.4505440175651395, + 0.5772523337641328, + 0.836280931583876, + 0.5402780878573425, + 0.44293350172519574, + 0.8941444643955656, + 0.1778428134133363, + 0.3778712813600331, + 0.4448560015687205, + 0.06619088922983282, + 0.35878935274944923, + 0.12591708685586694, + 0.07650531880528927, + 0.2623260307196489, + 0.45746124285424317, + 0.36224705328789825, + 0.9390041660389237, + 0.565858615516395, + 0.13163184989149024, + 0.9152644139999764, + 0.6101096314598108, + 0.09717910411256242, + 0.003245080157627358, + 0.9145544724132304, + 0.12482070662604439, + 0.29602206522039964, + 0.32136799935291094, + 0.3671955762976562, + 0.7478885530997512, + 0.2924214387912971, + 0.4434579975462582, + 0.640311018163952, + 0.3333684042918128, + 0.038682272689999186, + 0.1155130249351684, + 0.26196328616178216, + 0.20256587796321046, + 0.7276572392566752, + 0.6285838424674375, + 0.11307061631361659, + 0.5570078289836816, + 0.8679440556037632, + 0.43441283149834004, + 0.9466610197065894, + 0.8643882524056099, + 0.6087879265526743, + 0.5837788095239612, + 0.3606506704938581, + 0.41559065078885704, + 0.6251950721145588, + 0.030307436962461513, + 0.8568489048037049, + 0.8038175992785037, + 0.5946886244626529, + 0.11753353345520468, + 0.3290493689693854, + 0.9808749872063857, + 0.7115553291049759, + 0.997246195196056, + 0.05762202756980216, + 0.8759072495043461, + 0.7676356380493172, + 0.29943916400562587, + 0.6940786278300806, + 0.9323534329105345, + 0.41716613325172835, + 0.11935687687906871, + 0.2812677917163183, + 0.5718490613333423, + 0.13392797507466692, + 0.7226489615534513, + 0.6394156659786683, + 0.09130224577737445, + 0.31284383832644136, + 0.8320906029061739, + 0.9081795616792132, + 0.7890073686915753, + 0.7025279854713395, + 0.2183861717150905, + 0.2646675541398342, + 0.2766622306465587, + 0.6229346722335685, + 0.1674427055984512, + 0.21102496830531797, + 0.24921697032930468, + 0.28091718781240027, + 0.12773013195564664, + 0.20259742168794664, + 0.045971892494566326, + 0.3292932099893383, + 0.20589222937398116, + 0.08026135569326948, + 0.5013262604757406, + 0.41871270236550706, + 0.4246837590039153, + 0.1734780806753961, + 0.038486346937944955, + 0.3890925080942191, + 0.6780237777060395, + 0.0730658906664784, + 0.8568854604892621, + 0.7370821387401375, + 0.9499359741257433, + 0.5272567861385282, + 0.5708565171020262, + 0.01132418188510487, + 0.19639288516553177, + 0.062020839232662946, + 0.5228766728942738, + 0.3466299992544387, + 0.19649454941857347, + 0.25117883824557974, + 0.8786199829728476, + 0.16790308455041342, + 0.43770749794002023, + 0.4133879277567678, + 0.498717325932405, + 0.0025131964627775477, + 0.8968865393193486, + 0.8014890343185865, + 0.2099126644971922, + 0.7157645693668238, + 0.7546356334943807, + 0.9156434602155439, + 0.16637746455153551, + 0.40291855365604456, + 0.45146632328213676, + 0.8049183379837583, + 0.7760463531556472, + 0.5948134697539957, + 0.6903025770116938, + 0.07400168545992729, + 0.34117115526686675, + 0.8871851829516078, + 0.5348364471481895, + 0.6479522283821495, + 0.08503660281665043, + 0.548040542498124, + 0.8462413805649271, + 0.22753334588657909, + 0.7725942061059712, + 0.34779118406490306, + 0.6438564519523132, + 0.3608300489268565, + 0.12476700723756107, + 0.30151597413753783, + 0.7307778029319307, + 0.7910757800971955, + 0.5273204440432934, + 0.2348012708185142, + 0.8176599044169177, + 0.2570005514692843, + 0.2333895980930335, + 0.16265304246574758, + 0.5452896429158295, + 0.08025318691566469, + 0.2519720830827037, + 0.3594238705902319, + 0.04018980548001848, + 0.007585724159807658, + 0.25424043555315723, + 0.7288001872231771, + 0.08241494250333026, + 0.18788850766041681, + 0.7115656148268561, + 0.7102674837357954, + 0.5405560291889694, + 0.6994784656916947, + 0.8672751596528256, + 0.41419191602196603, + 0.6688216852718392, + 0.9369070040865952, + 0.41284454741590154, + 0.0547106806246173, + 0.7803739656293186, + 0.6839586664615879, + 0.7111767067333092, + 0.8482439203628704, + 0.4474459372331335, + 0.6636771641508259, + 0.38235242309754097, + 0.8087181994183699, + 0.6689044739363156, + 0.4811759038370901, + 0.7422781399254383, + 0.13488553456531943, + 0.5246197051564597, + 0.4781072591385162, + 0.18348997477055284, + 0.3114015236805272, + 0.5362535710796993, + 0.7867819630416549, + 0.8053842442392469, + 0.33946120528791485, + 0.7683566528728527, + 0.6453017859717466, + 0.974126376754289, + 0.23188249932727972, + 0.9314147752411127, + 0.32063584878784224, + 0.03371141493527891, + 0.37085935634464484, + 0.9602333609437368, + 0.2624439914491586, + 0.06709607494723722, + 0.6734501186983524, + 0.15566309275277485, + 0.366066144397718, + 0.6088395734881411, + 0.4772967879669864, + 0.025701009039690376, + 0.13088290460297658, + 0.5736636965806536, + 0.013251810192761617, + 0.10364487255119809, + 0.8905951202840123, + 0.6585372270802707, + 0.07778329139897638, + 0.29386029746761877, + 0.5815467227395691, + 0.22301650448278504, + 0.6658583642523055, + 0.8561610117718768, + 0.8755255158253628, + 0.19314847213284597, + 0.8101120119010066, + 0.6968434416034879, + 0.710770343362475, + 0.5374742317309574, + 0.092287764187722, + 0.6978825259344353, + 0.4453849524853743, + 0.18236040906444995, + 0.960742951414383, + 0.6661104615318327, + 0.5039550284001801, + 0.5880793985786972, + 0.5098244714894665, + 0.285616605776132, + 0.540873861816944, + 0.9427685277658723, + 0.5447916853388001, + 0.40669039157303144, + 0.7296836614055913, + 0.3001384088631617, + 0.04560961445428175, + 0.5335961909833784, + 0.2596524939588445, + 0.4242619000285911, + 0.2813087533406858, + 0.46342108806438914, + 0.04034475025707645, + 0.7155148468141295, + 0.030215698634973236, + 0.8040524400543618, + 0.9498879887401342, + 0.03810046645544395, + 0.0016551463328889574, + 0.3753012961389126, + 0.39893942664668, + 0.5519195817322238, + 0.018272159761653473, + 0.4278302920834356, + 0.24216175546633728, + 0.5627749820834892, + 0.4363172571291986, + 0.47757801077642736, + 0.2284019691868734, + 0.38547975393861855, + 0.2987372581184667, + 0.2378844187456689, + 0.6590301425351974, + 0.7019332554201418, + 0.5652607859555333, + 0.014043747988114237, + 0.7265314700606593, + 0.16227823841985112, + 0.5400062061845304, + 0.9675197846328674, + 0.692729010491687, + 0.44633914462359997, + 0.10995326965661584, + 0.6042647021363409, + 0.9481376523637298, + 0.7397844410058947, + 0.8924080767312692, + 0.487450213430422, + 0.3837987882576729, + 0.04858632905246896, + 0.14451115839033396, + 0.6879771988091198, + 0.6557906886636053, + 0.6963963960201074, + 0.5198243449044866, + 0.6350666347897577, + 0.12916941144304916, + 0.7082054520426013, + 0.9616926703929429, + 0.05769616895927348, + 0.36766763182468243, + 0.534837450339304, + 0.4348088074389633, + 0.042502724046967026, + 0.27090899409831326, + 0.8485780416595328, + 0.2865931555557441, + 0.7586548042328578, + 0.6408648308995518, + 0.4875013936990649, + 0.3462310156195978, + 0.7938110968437231, + 0.5574612771508634, + 0.9691566118897352, + 0.784350886543761, + 0.296597802587952, + 0.4722973432708371, + 0.11449873921720038, + 0.18643973064316693, + 0.7007192490710763, + 0.3885382335484621, + 0.877303052446835, + 0.9893603657502577, + 0.7903947964039827, + 0.4611941232757829, + 0.7610243886401215, + 0.9778276891499089, + 0.17987891137992668, + 0.829683942549311, + 0.15093158772940912, + 0.5025752233840809, + 0.07687474119119035, + 0.7029069143805602, + 0.08725098020848215, + 0.6458816457828507, + 0.2279393543410131, + 0.35367443427828965, + 0.6831416002102313, + 0.20579907316566776, + 0.2686004897570181, + 0.16230058715183848, + 0.4846435050686227, + 0.3637921819165688, + 0.739761753116045, + 0.6807799854191198, + 0.5287583877274564, + 0.7419965307553711, + 0.6780929960414341, + 0.009624623493050707, + 0.489693571953647, + 0.13997829452501132, + 0.1581303807761219, + 0.08177107820155999, + 0.3918922804153247, + 0.3942838571219056, + 0.7696500770301797, + 0.899595842084888, + 0.2821140671481835, + 0.22721405489888385, + 0.3204260292192086, + 0.617232924226279, + 0.04947468918666165, + 0.23379322732673596, + 0.5332312855425638, + 0.2662511030513707, + 0.60682139078459, + 0.3098804969128427, + 0.3645787560813397, + 0.14154766980329264, + 0.9786595943067213, + 0.04711768978626335, + 0.015819888591580743, + 0.056344339854341015, + 0.8396384419095249, + 0.383802445468819, + 0.1254090832362172, + 0.41696439486104897, + 0.9821698909634017, + 0.39449719541965045, + 0.9475426370576467, + 0.5905451004067255, + 0.27155543819915956, + 0.2416799853624751, + 0.6629319464083255, + 0.15499458601089272, + 0.6949461734414533, + 0.1321853478912247, + 0.48740279829815436, + 0.13557575596331828, + 0.1528848473583153, + 0.5801499268971748, + 0.36319057341375294, + 0.6477701041904496, + 0.666401975821092, + 0.6929554073570134, + 0.9553688377836038, + 0.07709438859679697, + 0.9989243456144251, + 0.7543687669637548, + 0.976814227473597, + 0.2362208216511788, + 0.15846452952296464, + 0.17040910398213288, + 0.760426018134658, + 0.8988306430832798, + 0.38541941585904765, + 0.057599774385499854, + 0.21490243799813796, + 0.09822982000197389, + 0.7458982042200937, + 0.2060868429144021, + 0.9841234872009457, + 0.1873211107134654, + 0.56524728633527, + 0.09373239266759725, + 0.9448648997383388, + 0.4924495553752086, + 0.0019169145810550136, + 0.16959162353262286, + 0.6920450799464114, + 0.5890793094939138, + 0.9220171035283931, + 0.3234918071129729, + 0.7969878614044446, + 0.7079941253311706, + 0.42057786395571584, + 0.8135939208236165, + 0.594545175773739, + 0.4533550929689951, + 0.6779215477337359, + 0.7455234783626972, + 0.8322296402074623, + 0.9938344221057273, + 0.926703080044187, + 0.11453818572292357, + 0.11184634004967359, + 0.31406942118805176, + 0.5518529981279113, + 0.3175414987799311, + 0.20357428891211482, + 0.3534559669148716, + 0.5555651412994508, + 0.6042285549305254, + 0.5213232489099684, + 0.7659528316990456, + 0.3080327793357416, + 0.47608935658854235, + 0.18106329164452356, + 0.3592584159267949, + 0.44867558618317804, + 0.710255056573061, + 0.7007489552391923, + 0.2087119944667769, + 0.18981968105623986, + 0.3170428628303636, + 0.5210974284701103, + 0.02245154407069207, + 0.8511088753316206, + 0.652585931734535, + 0.025798951692504974, + 0.9463671095647297, + 0.3072578529144143, + 0.3837454302512006, + 0.29064433640085485, + 0.356814994417877, + 0.6728509208089807, + 0.6131441771879044, + 0.4969549003841652, + 0.21967749060709796, + 0.7797609355917818, + 0.5461276744988892, + 0.649339032364352, + 0.8970373237925768, + 0.053839122378276184, + 0.7033032538851779, + 0.0811789520084023, + 0.011315105019398107, + 0.29924076459361004, + 0.10151298260505959, + 0.8053392935418869, + 0.8783754277953444, + 0.6472862573298774, + 0.7557228987641601, + 0.1758367453010593, + 0.3363329902153749, + 0.23772882546253443, + 0.35311070401396244, + 0.6708917743693867, + 0.30630813345865454, + 0.1227076280706994, + 0.20112840502173662, + 0.3794127083746526, + 0.09725706691061681, + 0.4357655313680401, + 0.6335940849552005, + 0.7385665246867023, + 0.6703517354981909, + 0.2749217451658723, + 0.7104926616005963, + 0.9227964129237367, + 0.6566341475980146, + 0.29840932049266344, + 0.19787765940288393, + 0.1710900476668782, + 0.985108130544625, + 0.3915170542801988, + 0.1276580675068244, + 0.298235601179623, + 0.5125427670866024, + 0.8658996925511777, + 0.09272170544386199, + 0.12705118975655755, + 0.5458898068903931, + 0.3993176872139539, + 0.5543422173648007, + 0.7518809357348251, + 0.45396205716199534, + 0.8015106577967592, + 0.11009937540471454, + 0.9776715999320899, + 0.027689446331889644, + 0.35729490567757866, + 0.14397495617781453, + 0.9627947056615954, + 0.30675681703686974, + 0.9876935334728957, + 0.1535431459798135, + 0.4909908341790069, + 0.7391704767862982, + 0.7055388913162677, + 0.4977410603185259, + 0.07620263143176607, + 0.46049175935724257, + 0.0351514860455261, + 0.4326454631009006, + 0.3320538353400928, + 0.9835679607043856, + 0.1584447711299154, + 0.12305000867839333, + 0.6339013114641727, + 0.17530046061879312, + 0.28611676687177157, + 0.9331843223938253, + 0.13809202360046152, + 0.41908890269649995, + 0.27956664160976596, + 0.19517738516356775, + 0.03490863214887183, + 0.1918568574223748, + 0.41200831689116957, + 0.36395380386563836, + 0.7293710898900825, + 0.32836567173708414, + 0.8077722176688076, + 0.007670835730415114, + 0.23662797764126986, + 0.8947002162303539, + 0.949611001842659, + 0.40438504565094413, + 0.3765819597987018, + 0.3420053476396883, + 0.6369355747545683, + 0.32139984604889676, + 0.7973468302458409, + 0.743295868183233, + 0.5750185345118818, + 0.7959569086525148, + 0.735668957168265, + 0.6624250429185563, + 0.3186539712133398, + 0.18919222273078018, + 0.35648960492727966, + 0.49775417765622687, + 0.3729417248289699, + 0.7558224879596949, + 0.04314505547915004, + 0.5594511810924409, + 0.5644554113344368, + 0.9530497377338779, + 0.16835404462598946, + 0.3791125854413672, + 0.9327853105907091, + 0.9240462299570035, + 0.48575400278303515, + 0.5105718603548094, + 0.3793806367189497, + 0.8896274723456548, + 0.04259155844283558, + 0.8858918698843061, + 0.03275793429325407, + 0.5062849685515463, + 0.9453543178496557, + 0.7081021943698237, + 0.6757044507636396, + 0.728944795021476, + 0.3650224233843453, + 0.5048283759195207, + 0.19967401980574045, + 0.831145911104203, + 0.061643757688706495, + 0.19644791587739863, + 0.18536499913959592, + 0.2714710695246402, + 0.28679344207372, + 0.445788450370476, + 0.7250990247532046, + 0.24355124739829104, + 0.7239060799189376, + 0.11907871830660038, + 0.13598344241162352, + 0.3328269475837675, + 0.9665673008620833, + 0.4241708919860021, + 0.20278527156052584, + 0.26799596462692793, + 0.9848833027665045, + 0.9351864767360557, + 0.18653005504372744, + 0.8491175579267556, + 0.9455833986779384, + 0.552257602700622, + 0.32395491282639055, + 0.201329536369928, + 0.8593073096710142, + 0.9990322369708404, + 0.3082973212511919, + 0.5288513488164778, + 0.13152646362328568, + 0.3431447933092979, + 0.669770108428158, + 0.8729710434343123, + 0.04633218140197952, + 0.46819937733819467, + 0.13608355522611165, + 0.8876499341914885, + 0.04816597143407296, + 0.5022423033859172, + 0.8022299155252075, + 0.8444801580352381, + 0.9862951178965196, + 0.718505543254413, + 0.7331090138229528, + 0.35889287504139133, + 0.8689332849333338, + 0.15322787409040356, + 0.35235214751481864, + 0.41027170923659073, + 0.007292097693544719, + 0.8219818770206415, + 0.7811281673271708, + 0.04854112384558752, + 0.4111478620217346, + 0.9699415876156908, + 0.6509918959587835, + 0.6372976149026357, + 0.9695658136321679, + 0.0346779695679306, + 0.1441545310721648, + 0.17931914789403886, + 0.07989560581947519, + 0.836588329131402, + 0.6239010170122398, + 0.6698969094183579, + 0.7695402530338156, + 0.38543100760596527, + 0.4520725883369761, + 0.9149372185542601, + 0.5813423564111858, + 0.3054284872735842, + 0.9532765001154225, + 0.041667737072955506, + 0.044222453482328665, + 0.22717981258233844, + 0.544189404717507, + 0.2857602888384042, + 0.614047077622919, + 0.06441408289242104, + 0.6978602177009999, + 0.4538006061477523, + 0.5770232666152398, + 0.5225737139141143, + 0.05812623491827297, + 0.9352599259617342, + 0.3408450345395926, + 0.6135245586225592, + 0.9362454890218522, + 0.4594317159479008, + 0.3727805417336135, + 0.2753388124179323, + 0.8803556999759032, + 0.8368009621117758, + 0.29354697168770144, + 0.6747932312061543, + 0.6836689455021847, + 0.9181671596941869, + 0.9059238853607965, + 0.9600184688635371, + 0.805681534268134, + 0.6676965699155999, + 0.3177511714812543, + 0.1148746910017367, + 0.4486837532956397, + 0.9744181739144165, + 0.6581177349690545, + 0.7147115040710782, + 0.6772614862578046, + 0.14331129837030504, + 0.659853155080333, + 0.35810418514368125, + 0.6540812703565633, + 0.18332120570020422, + 0.7133609537396387, + 0.4320673619576939, + 0.5278435473573404, + 0.5608901147508799, + 0.12108532970754737, + 0.2072911115945022, + 0.07201400982445738, + 0.6742329121522443, + 0.266187654460748, + 0.8425741779929364, + 0.9833831514544072, + 0.28436254018351115, + 0.15532763256548776, + 0.8862891763361798, + 0.383139833146004, + 0.7899045647360368, + 0.7739298008954308, + 0.627846413972771, + 0.8447485996226762, + 0.02919516811256884, + 0.6308530282172952, + 0.5587872630316089, + 0.6752325263748218, + 0.7001360688935725, + 0.5869103353867124, + 0.288713134760908, + 0.758936240541018, + 0.8571067829381702, + 0.015446340806556777, + 0.7019533611609554, + 0.7688740612460918, + 0.055466225874096046, + 0.2567016943991017, + 0.57944653600412, + 0.7991696684211391, + 0.670754904603936, + 0.751254357631294, + 0.7716031917854062, + 0.8231512697001583, + 0.7079281310157592, + 0.8200313492619639, + 0.3336963726538762, + 0.2647657335008434, + 0.47482955515423236, + 0.11516793727451419, + 0.06241409512421585, + 0.36561814217567806, + 0.20015402936836302, + 0.32764674647861425, + 0.9760142865715318, + 0.9576520027382049, + 0.7537835627490854, + 0.657443526747516, + 0.6057762309036246, + 0.32732629341721786, + 0.09302521050453644, + 0.8388476666956576, + 0.0014513892874814026, + 0.3713784387581115, + 0.17135062172986265, + 0.40059752602180126, + 0.05593467321206471, + 0.03210850568937214, + 0.9835656089555027, + 0.1608415649817907, + 0.2068675403116657, + 0.18570340785536527, + 0.9201893838268357, + 0.4454638935964892, + 0.17964800757459098, + 0.8093124323361547, + 0.8952405536733512, + 0.5309647103052927, + 0.8139361304667476, + 0.9328891231044985, + 0.3077811662105747, + 0.897524205551081, + 0.05859910464962933, + 0.21945435683133496, + 0.8014129632183513, + 0.202850311117464, + 0.1433049863246592, + 0.08412942560648706, + 0.7030353544496039, + 0.4843202754978631, + 0.6775683594515494, + 0.33326215561620764, + 0.9170156181947002, + 0.6263407907712124, + 0.8209247543485203, + 0.8125733989215387, + 0.7643063205460929, + 0.7750178239354075, + 0.9163389797509093, + 0.48046083800569794, + 0.7032512167760345, + 0.39996674256264336, + 0.5718147663054787, + 0.8385947211756142, + 0.7075094530643684, + 0.31303600050830926, + 0.8502071760504322, + 0.5270123296687466, + 0.8218815353505706, + 0.0856249256318466, + 0.2212272554322472, + 0.3451076549682732, + 0.09650469344656731, + 0.9421646799187428, + 0.8607958607420467, + 0.30977558972696817, + 0.9696151627969621, + 0.05490642865170401, + 0.5579907574708254, + 0.541122762172618, + 0.19141443070927638, + 0.9554689055792567, + 0.7207412250371057, + 0.7761946813144386, + 0.38333205095305817, + 0.9476334063961709, + 0.8798899756073078, + 0.9207721462939751, + 0.08594241965528804, + 0.003072841421653191, + 0.4533279853616183, + 0.6204553808700477, + 0.7446647835307296, + 0.787244731938064, + 0.8504494106164475, + 0.825587045014671, + 0.4714379794452093, + 0.6888669223393934, + 0.8716368075099424, + 0.9769229534571268, + 0.9936221083912651, + 0.7553861029319885, + 0.4528842813940326, + 0.7168058117633647, + 0.12482997819251551, + 0.10433268164748322, + 0.9135747461094789, + 0.0883841525007204, + 0.08254325007081803, + 0.6325953162956078, + 0.5133252934662562, + 0.9650953568131392, + 0.4518517970697939, + 0.04000381671020692, + 0.36171498447479566, + 0.7655284706874848, + 0.702506626680238, + 0.3988824685588387, + 0.5516975489173757, + 0.39294498988558413, + 0.366619461188852, + 0.5273880173864395, + 0.5677492227866086, + 0.20091496316624358, + 0.40372750676065433, + 0.14354110687178856, + 0.5039697858751531, + 0.6491353213465548, + 0.4036095359691348, + 0.26561132786493025, + 0.7584172402132721, + 0.27283896121068296, + 0.21672171748394153, + 0.6987331838480315, + 0.17722195068687951, + 0.5093288563122302, + 0.5449382114481918, + 0.7627778019573659, + 0.1963431217885543, + 0.8244388183115285, + 0.32082674814508283, + 0.8262965693798787, + 0.5060304781071818, + 0.22282306378887567, + 0.9503162632950584, + 0.29483697768604067, + 0.11953720686248648, + 0.6250262310786621, + 0.7590345334551964, + 0.5411619253143646, + 0.6332891600338313, + 0.8972626892329296, + 0.740443239582204, + 0.763184576388438, + 0.025305662262242977, + 0.7642317895613704, + 0.30720827837757936, + 0.10002985100961531, + 0.13434479244724562, + 0.782178645092339, + 0.1755349146192985, + 0.00988388124941835, + 0.06254687801895568, + 0.6520884935100544, + 0.21627195360752527, + 0.6543769908452091, + 0.8360746946234523, + 0.4597258408645023, + 0.5969737294668984, + 0.5341490783243307, + 0.5387121197923892, + 0.7388565999862058, + 0.324571970499516, + 0.22168435746890336, + 0.8846355040982824, + 0.5920210314258718, + 0.9467886257477994, + 0.9541594206994758, + 0.005500703823164758, + 0.17322853618126682, + 0.5166663140688308, + 0.7008228225867914, + 0.8483971979978338, + 0.4568655595531775, + 0.2665319395695013, + 0.2672966677598615, + 0.9273511233540105, + 0.1626812478775712, + 0.6219705951741629, + 0.7252238816992229, + 0.8476188133092466, + 0.052025792667083716, + 0.22331690282501238, + 0.03839034987991655, + 0.20827605647667613, + 0.5801710878337585, + 0.05416841962319864, + 0.6808046175803285, + 0.06151535274590327, + 0.07750538881196363, + 0.9976137361405872, + 0.5769327949762009, + 0.7041071184869435, + 0.18731198041549452, + 0.6294919124599435, + 0.4785663747717039, + 0.9688490339986847, + 0.18830332886955642, + 0.21200670274895422, + 0.30181722611380013, + 0.7438577491717141, + 0.6537262998202882, + 0.43818468669803645, + 0.8434543322765535, + 0.6294628331210175, + 0.3196613516002248, + 0.75935018762533, + 0.35118758110948844, + 0.15740376443393705, + 0.8251848601261486, + 0.6100987486799972, + 0.6706683631311732, + 0.31185609526807523, + 0.9057317087384412, + 0.8626895571764681, + 0.6008960327019044, + 0.6657946116761456, + 0.7249244470805196, + 0.8793778560869916, + 0.07879160217615477, + 0.31167588004308616, + 0.08733165453217301, + 0.23186626841717445, + 0.7103253060728553, + 0.05016405830125778, + 0.9688121742903648, + 0.03165735840312627, + 0.8360013476342595, + 0.2941952686167668, + 0.9393156466551512, + 0.5892945565129071, + 0.9691965828824473, + 0.5179296575374571, + 0.9853046431985903, + 0.5161429104598234, + 0.901916360649734, + 0.28153715637599425, + 0.16020237194254672, + 0.13954293353957165, + 0.25750017976040174, + 0.37608405244158305, + 0.0974575945783896, + 0.5015301575614763, + 0.9939249407697911, + 0.32913363430301257, + 0.36273509888244493, + 0.34003643426385494, + 0.21376593830919904, + 0.7818602001044992, + 0.28662143370733706, + 0.6145150041605165, + 0.7286326179314806, + 0.5920194376179305, + 0.17851830703316623, + 0.7620834447596773, + 0.1707988676345774, + 0.47943155335348486, + 0.12056584540562404, + 0.19013207976180185, + 0.7455542741233507, + 0.10121792132465207, + 0.9611323293296453, + 0.03510411480691214, + 0.6830986398939096, + 0.6251381582741159, + 0.7991907676141006, + 0.1628684807203608, + 0.12184241377342098, + 0.5274370479309491, + 0.20151878320554517, + 0.08346166042492825, + 0.2548782875444207, + 0.6093447332967203, + 0.48690888331601223, + 0.5893209456834259, + 0.9943162638419609, + 0.7330021946597991, + 0.7081900195686797, + 0.13955851315032608, + 0.9216693527188544, + 0.5550127784371941, + 0.10559761928970335, + 0.4133261086433237, + 0.43541919877885593, + 0.5517095556411608, + 0.9506160509848831, + 0.14748914866375756, + 0.5444732766110778, + 0.9695322075472076, + 0.1963439047632946, + 0.3782154351341119, + 0.019388370780811626, + 0.04191348985845965, + 0.1576380019693448, + 0.5867241450705566, + 0.7187186793401907, + 0.4407076648108281, + 0.6371720615861441, + 0.3260735788766195, + 0.4946652814998409, + 0.5244017113396697, + 0.04605846500636212, + 0.6308321367679169, + 0.25082123428754316, + 0.21178387011514016, + 0.32269383806721424, + 0.3142536010138043, + 0.02654474056997066, + 0.8668294016779148, + 0.18082160738401337, + 0.30085995273799565, + 0.21090232217977867, + 0.8695031756945207, + 0.3042350473535674, + 0.9032247092058798, + 0.3763648791536362, + 0.6447115590260608, + 0.5723990627067448, + 0.20516116078255991, + 0.170026449405136, + 0.4695585621115994, + 0.020129786326209622, + 0.5583346690714024, + 0.22828257980797362, + 0.005577769966063443, + 0.4568299906151259, + 0.5007907140063628, + 0.7220618348364434, + 0.46927653070831554, + 0.9525769019193915, + 0.38055785092492106, + 0.9090616055637468, + 0.04680706810005133, + 0.5935241878628271, + 0.9144452513575234, + 0.674076090825129, + 0.7718829476520744, + 0.44660601170074016, + 0.8357145132568267, + 0.3157940254758119, + 0.16133513972149072, + 0.2696194635984549, + 0.042822913882782324, + 0.052175784254776585, + 0.77546366095987, + 0.5068337093958087, + 0.307315268834746, + 0.22849721149564856, + 0.45584301433303265, + 0.030253999817878467, + 0.5476312064919299, + 0.9109794531043918, + 0.4147273520212518, + 0.7621497524722678, + 0.8054082201467916, + 0.3679433810724068, + 0.2451236445433605, + 0.5218725482111568, + 0.518580750930343, + 0.262112054901237, + 0.5447351567588156, + 0.47363354120444323, + 0.48060455016829107, + 0.6639910397089519, + 0.5927092969608401, + 0.14797729320369613, + 0.27497913821766984, + 0.6462537074023276, + 0.9904101377197124, + 0.5731501829120454, + 0.6310034613363222, + 0.06593787883325018, + 0.11813952991133159, + 0.6972060581121433, + 0.13765013019677735, + 0.5477739372308724, + 0.8711514176607175, + 0.19484237476564858, + 0.7756584690925916, + 0.3641411541819517, + 0.8672115480067115, + 0.3724377253539411, + 0.6380477867250876, + 0.16326724651145302, + 0.697945251435517, + 0.2215419963711976, + 0.16426551757647534, + 0.49518992876776935, + 0.9947032604184497, + 0.09437989664752205, + 0.043556699738482516, + 0.0073541913078160655, + 0.9243537169179474, + 0.3148791830864584, + 0.20382422680968476, + 0.14649682481951076, + 0.07533668139897017, + 0.11995515364232989, + 0.1307813386114322, + 0.5704847474203979, + 0.17733670038173804, + 0.3009530843708351, + 0.9929192756933981, + 0.8389405365349295, + 0.3557083536086061, + 0.6179811900910945, + 0.17809178939311576, + 0.1072564668796645, + 0.17755989046289306, + 0.7310541801851772, + 0.47361947335125226, + 0.6013339125226751, + 0.8505892503178627, + 0.8230959407818712, + 0.8528833978817512, + 0.06225836753719403, + 0.41366178458071595, + 0.43366458995135826, + 0.23926328316118056, + 0.8942372619246741, + 0.5865941505688115, + 0.2190320189895159, + 0.88620481759763, + 0.11955171984862822, + 0.9165588795968809, + 0.5068351030824054, + 0.009627787680420856, + 0.5007036951871454, + 0.39883496845179595, + 0.7547052958780782, + 0.2727594469888263, + 0.10858646843635056, + 0.43636695098012357, + 0.09100838501602654, + 0.6019756154207391, + 0.3740220650422693, + 0.6428593015750883, + 0.8251482303610805, + 0.8627779002438032, + 0.2102086216480829, + 0.3831526427908406, + 0.25561206075971155, + 0.93766268774483, + 0.16013840433337517, + 0.6215882417340944, + 0.33259847499267947, + 0.844681756145272, + 0.5940034331760837, + 0.3350838953629345, + 0.23282564712945736, + 0.5400541718486451, + 0.2902092566014458, + 0.9776446212956312, + 0.7849231271900878, + 0.9696202916074206, + 0.28927057299925074, + 0.7447472827643904, + 0.2831412564276554, + 0.16849650671736854, + 0.030212415201833504, + 0.3376783546379737, + 0.3995106057185628, + 0.6782041853755408, + 0.35225498708520286, + 0.811260809388687, + 0.9925881477025859, + 0.17001421623156338, + 0.5253780752464821, + 0.754700696402016, + 0.3103069390317671, + 0.4290353626130927, + 0.016637300314667744, + 0.5440699249951378, + 0.8850685717892524, + 0.0010319193812479538, + 0.955229247250762, + 0.5578536205574826, + 0.15364203505349744, + 0.5183122495449257, + 0.5944359905981096, + 0.4398117452352784, + 0.6137892168598914, + 0.9137973948780904, + 0.27929618988923366, + 0.3761814253838289, + 0.18791675818799203, + 0.6155704188459903, + 0.9589339347763235, + 0.13477667217330352, + 0.8583842065352654, + 0.48250007217032886, + 0.5187977675997864, + 0.6504787204991095, + 0.9409613638006988, + 0.28216465181319017, + 0.38345200510079663, + 0.27285107716287216, + 0.43547579454657365, + 0.8729580876469429, + 0.8986985633760556, + 0.9603892977942076, + 0.5449089010649997, + 0.9091051030992748, + 0.4419016009336844, + 0.7077543630695274, + 0.3156200173371399, + 0.613324467743039, + 0.2539891849429733, + 0.3140930039514421, + 0.19566144972645083, + 0.6226310217743137, + 0.36754266314058504, + 0.2613319245538418, + 0.7046603317814211, + 0.8998372344429854, + 0.006674359612281483, + 0.11311381984424834, + 0.35469147521026767, + 0.5671340504625043, + 0.8428875690645614, + 0.5080077691288966, + 0.8997760520533025, + 0.3342422628816899, + 0.9121221863764855, + 0.09291367169722126, + 0.27312398458488885, + 0.7852027865852027, + 0.689636676930552, + 0.6687171825440417, + 0.15876578068081038, + 0.5124546351253113, + 0.1882448626344509, + 0.5381918958713461, + 0.1624521762927521, + 0.15443817174370422, + 0.04598746745763133, + 0.08045573255667826, + 0.8275865807942209, + 0.1470621200137207, + 0.6259487012257846, + 0.5339958673827128, + 0.9500733446459078, + 0.699864058984806, + 0.7427957305130172, + 0.3368495801860001, + 0.005091265650078564, + 0.4666706553282271, + 0.15211573295820668, + 0.4158892230770018, + 0.18120422382223583, + 0.4363277068505109, + 0.09636430598276308, + 0.4154822188678805, + 0.5022700116975702, + 0.28760150390136074, + 0.881379936626141, + 0.9605038622748087, + 0.9236411872197056, + 0.03368452375952606, + 0.9377982399634814, + 0.3584283409731182, + 0.9879999561545312, + 0.3841419789605873, + 0.11341815870151001, + 0.6682809224696127, + 0.12767127188000182, + 0.38351936743817083, + 0.24252318698066933, + 0.20327784642817814, + 0.9685837354873424, + 0.10309998233033063, + 0.6521856627509242, + 0.08129435917336963, + 0.549518643518714, + 0.4883680059100401, + 0.585865465606762, + 0.9874994299442031, + 0.3780900165128648, + 0.8369430803939351, + 0.22158745750688602, + 0.18039969474221923, + 0.7113259246197992, + 0.9105076055864533, + 0.8184471609779038, + 0.422113869071922, + 0.569761805172774, + 0.5741059199300023, + 0.1632918422481759, + 0.430138699736318, + 0.21211199004274894, + 0.2447938687796774, + 0.861666850467883, + 0.3816249479129676, + 0.2783939326542723, + 0.009447670613149906, + 0.5742498153526645, + 0.9799106179092788, + 0.8374463401070016, + 0.8304333689682399, + 0.6449931378424132, + 0.3843176185567928, + 0.5185691995348949, + 0.03993766615975426, + 0.5777582287916756, + 0.12861558077471408, + 0.43846448200917143, + 0.33443211471774925, + 0.6066897979089875, + 0.5011418540105808, + 0.1249564673022655, + 0.33079602357310234, + 0.6794984304189466, + 0.6838299386940759, + 0.014467039941861517, + 0.6441672840189843, + 0.0664403712807133, + 0.8473670307453445, + 0.7837956552147635, + 0.14265935785296696, + 0.07014558534711092, + 0.9959579233244725, + 0.7813982308345906, + 0.020822730997314794, + 0.1305161712569337, + 0.2625144653331615, + 0.3369873960719788, + 0.8765160319984804, + 0.5845687094550356, + 0.1099682571908609, + 0.1958656077816655, + 0.6519456062224259, + 0.5522893570388198, + 0.2272121035192618, + 0.31822013308025987, + 0.5687540136637521, + 0.26242434531324177, + 0.5063476541605012, + 0.5970232589005884, + 0.46717600334517134, + 0.9464351310228061, + 0.7862223072373086, + 0.9135227536487931, + 0.4232732814467826, + 0.2770208123020993, + 0.04813459387132717, + 0.10961379508639035, + 0.8942868030449744, + 0.8324442712526596, + 0.9905842239187652, + 0.4670756263000042, + 0.3616186660586246, + 0.9590425033950946, + 0.5863110710030341, + 0.03431004569340807, + 0.0008576149664075285, + 0.3404025143797532, + 0.9281591182518469, + 0.5980876540537582, + 0.07580772933566007, + 0.943489911893056, + 0.46786883284117103, + 0.5996339559354871, + 0.6291826524343502, + 0.9448818815324389, + 0.5567292458941556, + 0.5038745839921206, + 0.345003590880311, + 0.4084643761034594, + 0.768655471607419, + 0.8319506408543582, + 0.014790825304355826, + 0.2923562586862212, + 0.8037101101689454, + 0.5654838081307104, + 0.17601392352824868, + 0.8625728307557283, + 0.7799754243919831, + 0.2726885066650315, + 0.4442309179009278, + 0.26334929490897135, + 0.22963219061214463, + 0.5623754426137169, + 0.13584824495946418, + 0.6251941847255702, + 0.023391962786130326, + 0.13640852105228918, + 0.95648322213599, + 0.5635481252007125, + 0.4946078673057577, + 0.17844376751142776, + 0.13349618844503297, + 0.3875024706441383, + 0.6778132522439635, + 0.5068948290454296, + 0.0959387132952601, + 0.06868924061895625, + 0.7896587492916571, + 0.8962220221691675, + 0.18259472245203662, + 0.7507669379297423, + 0.9039264933917672, + 0.20312974617906915, + 0.8756932328750526, + 0.9474192271646903, + 0.13399411229529207, + 0.04381222089137851, + 0.8955893011100577, + 0.5276517959825282, + 0.6753702331828164, + 0.5627319871968662, + 0.006865673672748288, + 0.7096574508975558, + 0.36920145153453204, + 0.8422807433981878, + 0.6362520620977349, + 0.7288149013413978, + 0.10431235104236586, + 0.9616824064064856, + 0.9013417662527896, + 0.5262660565963142, + 0.698278059188923, + 0.49569191953666475, + 0.07435669397089527, + 0.04708873477428182, + 0.10804280639169067, + 0.10372979648735747, + 0.6253760410096891, + 0.561082596982694, + 0.36088051477103866, + 0.3232811751776742, + 0.11997471164436374, + 0.5420327726348951, + 0.07534459541745035, + 0.030035272772435496, + 0.5128883440825215, + 0.12307964964338636, + 0.0872989234747446, + 0.2450662858941019, + 0.7741233046165052, + 0.7893043663729592, + 0.28698377842766754, + 0.665840920259714, + 0.3621161484564752, + 0.5158492458409102, + 0.6527205319961917, + 0.24449570842560214, + 0.3259681896901728, + 0.7476034562108163, + 0.7444808689059046, + 0.8149002596361443, + 0.6412386151866328, + 0.38742584597542096, + 0.1435343546695113, + 0.733343268966399, + 0.8810291318013036, + 0.7402837007495526, + 0.6507788317277687, + 0.3285734174475002, + 0.14695409908351664, + 0.20121498853538766, + 0.30740577793157275, + 0.03662707014076639, + 0.9014347603165557, + 0.7180820710444846, + 0.713486974905094, + 0.49564457051830274, + 0.9203139702720988, + 0.8799322957792226, + 0.5303143943683271, + 0.6574955337435436, + 0.8074662673610531, + 0.40322719011838515, + 0.288093615883411, + 0.6313813043719363, + 0.5792105194031433, + 0.8953565537665196, + 0.5078910635033111, + 0.19781752430301774, + 0.09295700394208861, + 0.9658053206236172, + 0.9549630261762784, + 0.43415313073528067, + 0.12222608123642731, + 0.7976402448696132, + 0.06908396361752167, + 0.853525802364283, + 0.3026323187811897, + 0.022463131698374827, + 0.6537242478038992, + 0.221665146264517, + 0.8235002600129859, + 0.9591853843286348, + 0.4122600851861885, + 0.3087067634417032, + 0.5054115019628278, + 0.1498054574105252, + 0.8237844419009095, + 0.41999413595546964, + 0.10919063764743969, + 0.16107702066851926, + 0.7403656747063448, + 0.040929074866563074, + 0.7733672378510378, + 0.5597593367245661, + 0.0025261156912310184, + 0.8402247447999793, + 0.4720335725820927, + 0.8783272258426911, + 0.6087518068688635, + 0.9725493183208652, + 0.8691878820674388, + 0.3962823018076962, + 0.7096247782147729, + 0.7077986330473992, + 0.003860234728096408, + 0.5050619373491734, + 0.7208706680134728, + 0.05580957348276797, + 0.7801658916107453, + 0.1859966157165916, + 0.9129273694112682, + 0.6161761914148045, + 0.8742393058866067, + 0.015654794735499893, + 0.12163027384527147, + 0.14534240844940838, + 0.9594853427502269, + 0.06415418441917918, + 0.5348517518066017, + 0.21613289375387013, + 0.8652510229944244, + 0.46184959627998884, + 0.4111336352700509, + 0.9547250187700246, + 0.5267543759582752, + 0.10431479848712977, + 0.13214718872368386, + 0.6039528686851424, + 0.1966394495656284, + 0.6027597128037385, + 0.572579657334288, + 0.0647473323023229, + 0.3641646392316702, + 0.2829298180523051, + 0.49779258612528615, + 0.7057469196472391, + 0.022594850367592297, + 0.3331208690789122, + 0.8319176189221847, + 0.9742663670533194, + 0.2148663873230739, + 0.7031770487135706, + 0.20065264696868312, + 0.5549285719023909, + 0.8950507960889869, + 0.1587077623127477, + 0.3885411307864791, + 0.6761463437100325, + 0.5884116458578412, + 0.726909187984872, + 0.13920401223525258, + 0.07410586549562576, + 0.19560221747428153, + 0.009089318625001359, + 0.21532790541061375, + 0.21705128988824895, + 0.7010595278205156, + 0.8958753846061163, + 0.9877666134529173, + 0.03222141280940143, + 0.8640178350464682, + 0.2853663308441343, + 0.5180379051235561, + 0.9651219083137818, + 0.039301499844400414, + 0.5846779911165915, + 0.21348870687547739, + 0.4726082703847747, + 0.2971254368346318, + 0.8952593491769238, + 0.08965749069580942, + 0.14784694893327122, + 0.7852582968526423, + 0.4079001727328026, + 0.743146134112647, + 0.09946626516579304, + 0.9198693819992607, + 0.9614905585454321, + 0.11864921520815369, + 0.4362858457618442, + 0.16398914643395807, + 0.9306583261646653, + 0.5919175282371028, + 0.5859976707605953, + 0.7042682165016306, + 0.0814488212234738, + 0.6748827636999577, + 0.6271066456062885, + 0.14270255196438786, + 0.9099716366518515, + 0.13958190829622402, + 0.7818670645428951, + 0.17997763591339855, + 0.9451791384903045, + 0.43080994915095305, + 0.7230985551698017, + 0.44960176326672285, + 0.10762913415478736, + 0.19633873608880892, + 0.21404752351970935, + 0.36608419508846385, + 0.43585799226821353, + 0.3423333013775892, + 0.8359886965918676, + 0.17551700224091854, + 0.07125362957108507, + 0.9917307802256835, + 0.6765348533912724, + 0.45494643434246484, + 0.70816288152345, + 0.4690556090135113, + 0.278517821116764, + 0.16275513449557177, + 0.3895424947251747, + 0.8557509316948864, + 0.6958773640059575, + 0.14307359047326368, + 0.4162811542776981, + 0.1685322807248939, + 0.7032230100026676, + 0.44914524554923796, + 0.1497013532286407, + 0.6795002724399631, + 0.47989067982506595, + 0.4986458106356921, + 0.10061311245083043, + 0.3844822265301725, + 0.3341505982010114, + 0.9703505063225953 + ], + "xaxis": "x2", + "yaxis": "y2" + } + ], + "layout": { + "annotations": [ + { + "font": { + "size": 16 + }, + "showarrow": false, + "text": "Samples", + "x": 0.225, + "xanchor": "center", + "xref": "paper", + "y": 1, + "yanchor": "bottom", + "yref": "paper" + }, + { + "font": { + "size": 16 + }, + "showarrow": false, + "text": "Transformed Samples", + "x": 0.775, + "xanchor": "center", + "xref": "paper", + "y": 1, + "yanchor": "bottom", + "yref": "paper" + } + ], + "height": 400, + "showlegend": false, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "heatmapgl": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmapgl" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "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, + "#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, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 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, + "#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": 900, + "xaxis": { + "anchor": "y", + "domain": [ + 0, + 0.45 + ] + }, + "xaxis2": { + "anchor": "y2", + "domain": [ + 0.55, + 1 + ] + }, + "yaxis": { + "anchor": "x", + "domain": [ + 0, + 1 + ] + }, + "yaxis2": { + "anchor": "x2", + "domain": [ + 0, + 1 + ] + } + } + }, + "text/html": [ + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ "from scipy import stats\n", - "from matplotlib import pyplot as plt\n", - "\n", "\n", "X = stats.norm.rvs(size=10000)\n", "X_pit = stats.norm.cdf(X)\n", "\n", - "fig = plt.figure(figsize=(16, 4))\n", - "fig.add_subplot(1, 2, 1)\n", - "plt.hist(X, density=True, bins=10)\n", - "plt.title(\"Samples\") \n", - "plt.xlabel(\"x\")\n", + "fig = make_subplots(rows=1, cols=2, subplot_titles=(\"Samples\", \"Transformed Samples\"))\n", + "\n", + "fig.add_trace(\n", + " go.Histogram(x=X),\n", + " row=1, col=1\n", + ")\n", "\n", - "fig.add_subplot(1, 2, 2)\n", - "plt.hist(X_pit, density=True, bins=10)\n", - "plt.title(\"Transformed Samples\")\n", - "plt.xlabel(\"x\")\n", + "fig.add_trace(\n", + " go.Histogram(x=X_pit),\n", + " row=1, col=2\n", + ")\n", "\n", - "plt.show()" + "fig.update_layout(height=400, width=900, showlegend=False)\n", + "fig.show()" ] }, { @@ -271,24 +62125,2943 @@ "outputs": [ { "data": { - "text/plain": [ - "" + "text/html": [ + " \n", + " " ] }, - "execution_count": 6, "metadata": {}, - "output_type": "execute_result" + "output_type": "display_data" }, { "data": { - "image/png": "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\n", - "text/plain": [ - "
" + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "hovertemplate": "Data=Real
age=%{x}
income=%{y}", + "legendgroup": "Real", + "marker": { + "color": "#000036", + "symbol": "circle" + }, + "mode": "markers", + "name": "Real", + "orientation": "v", + "showlegend": true, + "type": "scatter", + "x": [ + 48.935913058328694, + 39.23432265728698, + 55.659901347089445, + 31.810637001857955, + 65.34233593033186, + 27.42839814083719, + 63.89511733089734, + 33.13009917995977, + 34.73923875996389, + 50.00900571205693, + 65.91156347468461, + 25.140686396434297, + 49.6184406917327, + 41.4066863105128, + 29.73481576676872, + 48.65281794862941, + 29.439286471096032, + 47.24661910064619, + 31.899702352962613, + 35.63946180585697, + 41.61211841562733, + 51.806385394057656, + 31.634569660849515, + 44.332029718706046, + 35.57609630843283, + 33.346792958756104, + 50.68890160851954, + 35.783444500419094, + 33.67154980254858, + 42.778591215511554, + 26.270453810663696, + 35.99789576334424, + 44.91000877526837, + 21.680115588044366, + 29.23966934287764, + 36.23242888232731, + 50.1170890942736, + 76.88247931796388, + 31.44611592406519, + 23.804080750772933, + 24.74794058594247, + 32.639488562306475, + 65.89430495667378, + 23.170847969314572, + 38.74107878106713, + 45.5532054331799, + 31.021943213479446, + 51.43083943345499, + 62.10635418457575, + 26.26303089641099, + 50.60862299150455, + 43.24625324523764, + 37.402037165011606, + 32.56030945441726, + 58.34936252059001, + 26.387085590913223, + 33.60470091254191, + 48.00249140873481, + 40.29243069324559, + 56.053297574119846, + 29.25654493461969, + 52.168561513416535, + 46.96773750931173, + 43.77607057132407, + 28.493426211269565, + 48.46918191650575, + 32.3033402003431, + 92.85868804998292, + 29.51324712761329, + 28.82205862152709, + 46.87112579501779, + 20.87172743215734, + 31.44676559349378, + 41.1586652184423, + 38.941976761203925, + 23.90710860986311, + 60.11385629549647, + 66.45820094950876, + 41.018817814318126, + 23.93590181570114, + 22.0782208773836, + 28.24907355469103, + 46.60173510670526, + 28.52855076751444, + 26.992424613312657, + 46.59151160102236, + 36.37378568958384, + 45.19574318620289, + 52.874976892718905, + 33.66095721698928, + 38.49413315603901, + 33.280651318044164, + 41.94932469858505, + 38.73905709526694, + 45.66264114922372, + 58.641665719934316, + 52.05900700776751, + 26.329783727703514, + 36.11551662624575, + 32.22338515384507, + 37.155522290726296, + 58.869468709308514, + 27.44430545799677, + 33.00657248384518, + 38.70981140356322, + 34.95618800068243, + 31.027075231757216, + 44.49488505157611, + 40.717781966241546, + 34.09125729872105, + 24.365191558669963, + 47.585958739165946, + 32.16455101912053, + 77.01672530155416, + 61.73702876549224, + 55.2694025433111, + 49.25332081793183, + 61.14556387384045, + 58.27583437886976, + 45.04545372606251, + 48.438330196165666, + 64.90141791861504, + 45.72493286732485, + 31.05541641119452, + 59.04830763292405, + 50.50692142719407, + 23.09606953344265, + 38.91338660731931, + 33.083673858407316, + 61.98536865947671, + 37.095855676099475, + 29.59637196415425, + 59.799256308209856, + 31.40455983120534, + 23.285306566577873, + 47.1682954811979, + 44.60255567175048, + 41.71356501518888, + 45.06660665176136, + 54.58900647217393, + 46.13738788166657, + 32.958232437211144, + 27.0135127364175, + 23.507426984574494, + 52.50601066845298, + 36.130639860118116, + 32.92127235705463, + 23.7569285964696, + 35.313363928053676, + 48.67579523251762, + 44.755351101012685, + 29.824340567435435, + 37.03213604897942, + 29.739777721223472, + 23.318753103131886, + 68.71400302510419, + 32.22796499284779, + 61.09031239839912, + 37.92883449625869, + 50.72677267918644, + 51.53377636459372, + 43.13695691983237, + 49.113203050121044, + 50.07045734368694, + 56.344333041128806, + 22.70465239927355, + 31.67979738002905, + 79.53611227705153, + 22.26099165759977, + 34.82565488298129, + 40.75093043042127, + 45.66450878875124, + 60.81448827386916, + 44.92857642093288, + 61.206912389309224, + 34.5273811751202, + 20.560979024686738, + 55.75661400037593, + 37.300839820279144, + 28.905678080295324, + 68.81771676156055, + 29.348265965088096, + 34.67849993241009, + 41.79728964514519, + 38.72410855520891, + 31.72069960726451, + 50.67521655553316, + 30.380748187509646, + 59.516087752073396, + 74.95251822190914, + 44.641862029682784, + 44.66244458836577, + 29.90525864760285, + 83.51927287264401, + 27.684773142235404, + 43.61293956445499, + 63.14307938253811, + 31.47978241994634, + 40.197081863074814, + 30.254136450332442, + 51.99815266987474, + 58.04913355542929, + 29.205697520570496, + 22.696649261657406, + 19.511492515911378, + 31.683489362086792, + 41.16426775801959, + 63.68256389437528, + 44.58153774847267, + 38.95150921756748, + 52.66573366957299, + 50.98035827780426, + 37.48954213169418, + 25.133995985159608, + 55.146833110942474, + 43.32744783638988, + 25.532923299170285, + 46.074668064615715, + 32.71264435443081, + 64.67378470472258, + 30.836026948781694, + 56.363103928514484, + 67.19540345915291, + 35.76993424927468, + 41.34434277182372, + 48.455395675854724, + 45.008470360321844, + 24.796764622874957, + 35.8284891557319, + 59.38782524414283, + 37.031226361454756, + 68.50621540462858, + 59.26778170948333, + 38.166025981697544, + 35.10935648748321, + 28.027238443135694, + 28.46950748305784, + 37.03827063432746, + 32.39461279680161, + 38.62672551485729, + 56.86165104006975, + 44.68994690395182, + 53.799721450688374, + 38.009713515861634, + 45.591714512570604, + 36.83740189824, + 38.45509191263423, + 72.69256270635495, + 34.00373370670836, + 46.9046720180807, + 30.984908182022785, + 71.59723446180922, + 30.302497625423193, + 30.568871204209117, + 60.73911785394093, + 49.113604157438814, + 38.01588630014851, + 51.444406692244684, + 40.041669703366125, + 34.46150841709712, + 37.03689411977398, + 68.11294465849653, + 57.08258012798445, + 47.13275649594789, + 42.37139401540225, + 35.1155996904131, + 35.65958946178456, + 53.54117729204302, + 26.122847722074944, + 23.876953021471316, + 50.82198036185513, + 33.302079358471396, + 58.49845507059198, + 57.797958095892184, + 42.087990830985305, + 57.64969379454677, + 57.629189178847554, + 64.71609236528808, + 34.65294545520848, + 22.58669584765195, + 19.113806268563685, + 56.35243547782037, + 40.10688853769311, + 28.01457306408772, + 43.02373352414375, + 38.56267660442015, + 41.152184566997136, + 38.636962280679555, + 53.28720587856526, + 28.656043117016708, + 39.82185426046852, + 33.09361920370858, + 49.274511493667355, + 31.751002335059823, + 26.669505349098678, + 46.50716570592458, + 44.46195160516308, + 24.271929810644284, + 60.714491774952805, + 46.335350953852526, + 36.00539983471286, + 21.371934107059072, + 55.517462887313485, + 44.54933841683289, + 50.342744679168014, + 44.757939703497875, + 23.233672707548305, + 36.93360924003973, + 54.10611086402528, + 25.041411450463485, + 38.4833843267899, + 27.537862566582753, + 53.096124667493086, + 40.02724711577262, + 51.851569753905785, + 50.545273189787096, + 71.22711426853212, + 68.08162050699329, + 25.849479088911284, + 48.63735735110706, + 74.1891301685189, + 46.256859408115815, + 76.82680209667498, + 37.64082536464058, + 59.00908142264018, + 71.63272246660105, + 30.00343843067965, + 38.30303058902166, + 72.71922988664666, + 42.04932376528578, + 54.34987882991104, + 57.97945255854019, + 32.53818239917593, + 54.93457983407305, + 48.94270349178586, + 32.76681158835349, + 34.738034649764245, + 71.98175472045503, + 29.860725659456264, + 55.217330582269284, + 45.02707775315102, + 58.86682082897857, + 55.29594683063692, + 40.91987199144326, + 33.596025613612206, + 67.68082075060848, + 64.09295878566323, + 46.13874703560063, + 43.04863672219379, + 28.20181288163345, + 58.25166746145689, + 70.09947152261154, + 28.43751051131592, + 30.07476362323955, + 32.39546748447803, + 35.10122890778284, + 42.20601414030192, + 40.51701002066157, + 27.447517192366867, + 70.62776287901806, + 30.45393263013601, + 41.22635655334513, + 32.71743116692345, + 62.72715177452102, + 34.859343556629575, + 44.63957892362983, + 73.79571692418291, + 37.59746768012609, + 46.7002775429022, + 31.160705914518324, + 40.788094833224825, + 52.22194138048884, + 28.003393438198074, + 37.84644730314609, + 47.605057965951644, + 23.69243316661996, + 51.16569271887569, + 45.57348375379947, + 34.64188762163158, + 42.91437934428569, + 71.32897534304422, + 26.063697788974068, + 42.33730122222839, + 59.212459991500175, + 31.70385895385187, + 36.69969908677, + 59.368662714114706, + 41.29700410109748, + 32.58724632160026, + 27.970010194719382, + 55.10843078234274, + 77.15626912429363, + 45.9340263463142, + 53.70997415320188, + 34.831776002743744, + 29.230824833600643, + 26.420350522827725, + 50.95333025328977, + 62.989136847842175, + 38.141314405841634, + 33.65257524926497, + 28.570805060363185, + 57.36638014252893, + 42.12839492888661, + 41.133684982746104, + 39.726959803815035, + 58.942024306795155, + 36.65595420090599, + 41.8748904599801, + 56.09426266468899, + 52.47459491076546, + 58.120862693135265, + 30.187440024251863, + 48.01562200545524, + 49.67380591354993, + 44.701999906092944, + 60.31929040167019, + 64.29941752366639, + 28.30422892305956, + 32.00446499060487, + 69.37919551425423, + 32.898172881323916, + 21.862709628464987, + 24.891582369153916, + 45.667986428569066, + 49.8846663784643, + 30.627476648075255, + 42.8922372583439, + 28.07383614600059, + 40.497117213920724, + 23.53256961845651, + 45.453585481818756, + 52.949839029426194, + 61.462684545436005, + 47.93728952854719, + 53.03198217796971, + 30.89597846727647, + 30.76939192720669, + 41.90401556590403, + 40.871676154024655, + 35.436099783089105, + 64.76271283767805, + 19.07304071261893, + 38.0753007802586, + 25.292312968935228, + 65.88341864673717, + 47.57490749562561, + 36.34061428649541, + 28.319998120829148, + 46.25514992502222, + 26.516970329541834, + 48.07145144212299, + 71.30260908415445, + 67.30095376269436, + 30.258131294289107, + 66.80717779915614, + 22.212194869841728, + 37.66082652471454, + 30.80383982319698, + 21.50529488366237, + 55.420436168925214, + 59.497015698940096, + 58.798386752045715, + 42.54111744349862, + 46.44390123520033, + 72.78737607152054, + 38.25341622942071, + 46.39993521539765, + 34.74221893723809, + 60.663847178905314, + 59.395881644559786, + 47.821769184810336, + 42.43834461139296, + 45.22394757384981, + 46.57501894434125, + 23.872537944805117, + 46.88012090601192, + 68.28720773154163, + 31.931351923546934, + 46.40429339214354, + 41.11555529592701, + 36.983636483811246, + 57.68706638990094, + 34.358796673224916, + 55.042298083907696, + 45.92933262466159, + 25.742892221123405, + 34.258742186961484, + 42.81110630684435, + 33.57084473568159, + 40.975637891711855, + 40.547835904288604, + 34.48987655253938, + 28.495122632714, + 50.006246689759195, + 18.613539832991968, + 38.10702003996097, + 51.47746329355175, + 58.03851521662946, + 38.077340824977284, + 72.84991790781004, + 27.211347082683204, + 41.925659875633464, + 39.02726589370198, + 25.533917779587195, + 45.73234478192707, + 40.719400121749665, + 27.17532670113765, + 47.030413954426294, + 23.620182371493307, + 52.44740406703782, + 33.150501811267475, + 79.69777839522942, + 32.37673230356616, + 40.53328837058619, + 47.777665713347396, + 35.00814514903192, + 56.092620146299495, + 43.23054669648435, + 21.6049398885328, + 25.373250654326686, + 59.06683345364871, + 42.613747443204936, + 38.30988971244183, + 41.92519373521429, + 26.249868138147978, + 37.34275176538674, + 41.52461883889275, + 80.38631686880223, + 38.51590507644412, + 38.40984942779435, + 42.357105938828525, + 41.479096167386565, + 37.55598135826094, + 56.544973155116665, + 37.019228487468794, + 59.41648306993665, + 38.23329939809608, + 55.55962452320492, + 49.55661798020936, + 36.86184648174037, + 25.821074369573516, + 73.13219659823807, + 37.59616312235828, + 44.72825309814924, + 32.25864778507631, + 33.72219587806191, + 58.362645126140485, + 65.09367607162545, + 50.59886982245802, + 39.97795255309648, + 51.68318445880132, + 35.039601868775875, + 43.531097631918726, + 29.32623234003868, + 28.954926425763976, + 49.60730919660604, + 46.530545531462295, + 45.65942343431755, + 38.06729477281712, + 44.45700457322367, + 32.45167392593186, + 21.46964186116029, + 42.55896429324598, + 25.629947757669157, + 54.37682419979853, + 63.10956857135651, + 75.12167408451089, + 41.65930929828984, + 31.886523345781278, + 44.576007755946094, + 38.76063264366057, + 41.29396116300068, + 60.06452972512354, + 37.24888632473418, + 38.461387532279616, + 29.455022434615117, + 40.49325411767796, + 66.71451257089046, + 33.316186216843064, + 57.41771869573394, + 39.03483336701767, + 57.84352845996483, + 54.581751516136066, + 28.313292350994917, + 55.30925707477881, + 25.326407061914864, + 26.707503315158696, + 36.6536277069207, + 67.45616371531784, + 48.85968534269411, + 29.66564361952858, + 22.801397687893385, + 51.63102798887481, + 42.71695366179149, + 45.21839114866195, + 48.16053225117855, + 60.974745595561, + 40.156610945934005, + 61.06862594884286, + 30.986399077581552, + 23.270582644447316, + 56.514378251223796, + 27.630559340326712, + 44.45383240843597, + 65.79890554031758, + 23.78625340141067, + 46.69807212735461, + 23.169479359001244, + 40.781893148509965, + 19.278113167433673, + 25.694356885488656, + 32.018449815621466, + 22.70557217167307, + 49.249473845805305, + 46.51970293822042, + 68.12200496896102, + 27.39091276132642, + 36.59817323998324, + 24.67854702074982, + 33.16661360636717, + 72.52156128389007, + 52.99203351489537, + 27.248842905209262, + 20.678701917469756, + 20.391451266288986, + 49.376206049539604, + 31.797893256913476, + 86.0237567857571, + 37.821232979561714, + 32.95527975366764, + 24.740666256132954, + 57.579603808985205, + 35.475361663804634, + 38.82232294788193, + 42.44432396082031, + 38.93372398725558, + 51.138077127032695, + 25.702970358518414, + 37.00842726570025, + 34.81249048313265, + 52.89801359618609, + 60.04344791493643, + 28.940913427965384, + 54.385757964822254, + 25.367885533138665, + 39.74483696434035, + 40.595058884744674, + 59.369816636927425, + 51.858922485499434, + 26.276067766451796, + 51.81254630383466, + 44.410377915552885, + 70.19227892161845, + 33.22328857695024, + 36.76210204385815, + 72.05002656343157, + 61.35710507824101, + 26.355576967887302, + 40.26036740141343, + 47.553266410746545, + 52.34932544740468, + 27.656578356906337, + 68.27612362242304, + 23.20790950582075, + 28.737632959888366, + 65.70975771518678, + 41.690923087220796, + 41.806514518695124, + 42.15146673316316, + 29.79671194202355, + 24.202167673454746, + 46.25963354206799, + 48.16727042566842, + 45.60234012966089, + 32.60753215982636, + 27.46595886274806, + 38.077429575386354, + 75.24400615385704, + 39.61261986392644, + 36.4750568110142, + 39.31200987964206, + 39.39687810243758, + 65.7632285482985, + 51.68047547441771, + 32.37422250017597, + 35.042275928714716, + 40.32665690879321, + 43.448725260616314, + 29.509442847072783, + 34.597005080747955, + 70.01362858400188, + 65.78804680847426, + 36.7207727119589, + 34.17450008947933, + 52.68099659977374, + 22.467566465931565, + 64.1625127630181, + 32.6339596987661, + 48.39005746780016, + 23.857792454980903, + 53.8094419074436, + 49.55942665779328, + 47.27928179759017, + 28.725931799721224, + 34.13105742749037, + 45.29437447341789, + 31.43268649476785, + 31.637123499265854, + 61.25617954195141, + 21.625545426153742, + 61.4645968250897, + 28.932474157210812, + 52.79675339412609, + 78.95704422255635, + 49.825562157769106, + 49.94608150699946, + 31.029470487901925, + 39.71007772067713, + 27.968409879780587, + 26.66938939207016, + 66.04426416326814, + 73.29397388662332, + 44.33111935246045, + 40.177612914834945, + 36.005933263737084, + 20.762656708908022, + 64.26054427986152, + 55.65929319502731, + 33.12010002230321, + 52.70507151391723, + 25.525171366468168, + 46.24397582114518, + 60.51960956674096, + 48.35717381999501, + 47.968500442539884, + 35.86574388493298, + 67.4372473036698, + 54.555735691079875, + 34.56126609446712, + 28.261559885243805, + 69.47358902525716, + 51.24803911348699, + 43.65173913485289, + 26.2942243277536, + 29.254477968134424, + 59.41065240196075, + 20.967347246941525, + 22.52603929171334, + 34.729560636390644, + 39.57618386599719, + 60.00408032133625, + 35.420277011362785, + 55.03234002671378, + 55.82427695170072, + 53.843090821476196, + 59.19956056341808, + 57.90408464244505, + 24.184215810469116, + 42.50495855092963, + 73.5293634054657, + 68.11283214710511, + 34.095408533908866, + 57.597634502930205, + 34.304187359531966, + 54.57544191616521, + 37.52876539649902, + 55.39790516818228, + 51.19115072928012, + 43.24461435641435, + 25.51466333276008, + 57.80791691119393, + 38.42347865615652, + 35.22994561458421, + 43.800410448589204, + 52.73666494005458, + 38.984258023148925, + 36.74086973872148, + 31.39258053655928, + 39.620233150504944, + 54.5583521814133, + 47.550350562940785, + 34.24604346506941, + 55.52358022561458, + 46.60265445534333, + 44.19245155144176, + 58.48203363380797, + 48.70880106501794, + 53.21708694003728, + 55.635120246150336, + 28.757686530799006, + 28.40534483705097, + 60.70569410421101, + 23.709601109313127, + 30.38705388298817, + 41.69950849866407, + 50.305073255861025, + 41.57751147282717, + 44.162988984134095, + 33.59251947476958, + 83.47503021423682, + 39.535072599312784, + 51.99655576058901, + 28.47036150312999, + 37.64580082950412, + 59.01210760980826, + 28.264340796510844, + 65.51170957654026, + 39.042769820981256, + 49.03080896481286, + 29.660018083981612, + 40.562170673061274, + 65.65108817366897, + 61.16868238312068, + 40.71131438348431, + 37.67933124457129, + 41.14346611846001, + 46.71001876067463, + 68.2024707931091, + 32.19771328495592, + 31.395052629499585, + 36.12021226382089, + 26.999407219299076, + 50.72796354590945, + 24.15973978828752, + 69.31380958875918, + 41.433004930937436, + 50.89934501736303, + 21.779934778818372, + 52.662620149775734, + 46.64644420441071, + 48.512434420967196, + 38.43486109324349, + 56.333843004529314, + 28.886580488741746, + 46.70927239682299, + 23.34551419528266, + 27.396041139690112, + 64.59225941756911, + 32.087191582769854, + 28.707079033634347, + 41.10247237908483, + 62.701323421928066, + 34.52248151216061, + 77.64225700503617, + 32.09656613547407, + 56.656652295959255, + 42.39504726929529, + 36.15101844362259, + 47.80931948131101, + 25.704353030599545, + 37.452507508881965, + 36.12960842835574, + 45.89594198682507, + 43.39525818042601, + 48.70505774245578, + 56.26988973794659, + 39.59370618745379, + 44.15607546837864, + 67.11437435382467, + 43.452557564890625, + 39.02080595940029, + 55.98837463578321, + 40.29741240497256, + 70.6903769301741, + 61.104131019951296, + 34.65007482069274, + 37.06024223338369, + 59.1995551305526, + 53.8597793408242, + 60.38021038859833, + 39.92008002697308, + 43.1344216638596, + 37.83432877128624, + 37.49297524611933, + 32.35007065256514, + 57.03642202141832, + 45.722049520045545, + 47.4433652827068, + 59.07211894889124, + 22.792064494074943, + 45.82800470194762, + 62.46681752884545, + 27.484412496411327, + 59.45536351185758, + 46.06291299364782, + 45.80104715705458, + 47.01141192201528, + 29.605372147613075, + 21.562281326366964, + 56.184159470967316, + 28.373540847258298, + 35.90748206742379, + 81.71556892677123, + 41.44913537971295, + 48.90077576548129, + 33.0780977831705, + 62.91861356706002, + 22.93832509553391, + 57.74130524397195, + 25.761824852330626, + 73.60515256288446, + 51.65568968688417, + 28.942519627701145, + 42.01478628323076, + 50.82348967861496, + 33.03729673165549, + 36.91387306519937, + 65.48649080952005, + 42.79077871401611, + 60.566109923512386, + 49.45898798535265, + 50.393353838382595, + 56.68919053579001, + 68.90555277623346, + 29.92901150967581, + 55.57491438408527, + 74.98577014141188, + 54.5870865473501, + 47.131964759976356, + 65.52281357342866, + 80.91699332597386, + 48.536284836204764, + 51.86072519369753, + 51.968392266518585, + 25.247663464973314, + 57.55816614825709, + 25.833709949423845, + 53.031632431416824, + 24.75973932849582, + 29.346624247420696, + 36.10843366951508, + 34.074716953834496, + 57.038988954610694, + 36.60784298292818, + 25.88094572777782, + 32.99083072114112, + 45.22701244375729, + 45.96924867516307, + 44.63051556270155, + 59.236999734160364, + 62.436862567931925, + 51.64840310583891, + 40.27566918379452, + 37.40562773399502, + 76.31381362530789, + 44.22629164614388, + 48.814263442150164, + 34.46628291170397, + 34.50727642174546, + 27.88789820190938, + 43.321203060770415, + 35.28074247341061, + 37.77125032466046, + 63.24641341868831, + 25.192007617311152, + 33.19886668539426, + 45.83540368796221, + 44.13851027767238, + 69.10681507968746, + 23.003157762096695, + 65.49113229678713, + 27.141444015246392, + 37.466387180720645, + 25.117809151644604, + 19.752137241779714, + 64.25494585062407, + 31.51303985860271, + 53.255408016828795, + 34.778940342600706, + 69.74607569396838, + 35.762066878839505, + 39.130527724162036, + 32.86980618558936, + 28.237563656400724, + 55.23631872664663, + 42.6767259061882, + 20.014626474476753, + 70.11110012600113, + 37.497759182716464, + 28.62061790676161, + 24.581183766849943, + 29.24557669564068, + 49.046111888844095, + 56.15538459403034, + 37.878951022939134, + 94.30801357418059, + 36.144688716541296, + 40.68554617182893, + 27.502441625483343, + 39.776426774596516, + 59.055317906077235, + 73.944639011464, + 52.39726522791456, + 23.194464457139222, + 26.37958256878362, + 23.101564585948747, + 30.284031517059006, + 34.415106831213805, + 27.726928010575307 + ], + "xaxis": "x", + "y": [ + 399.16139301001994, + 364.225530997165, + 406.4751047195553, + 341.27602238254065, + 414.34781526578286, + 331.1928729524548, + 427.27194267209876, + 338.75258788324754, + 362.41424853343676, + 0.3991773965041354, + 426.7313928460255, + 0.31441353164797997, + 373.54848274787525, + 377.97847643540064, + 341.1411717603881, + 398.55358642944816, + 331.2614607056205, + 393.17784736896374, + 356.83841500089903, + 356.4279874888055, + 377.04572223829985, + 398.6104808917441, + 337.2448971392638, + 384.5196265251985, + 373.4280961808945, + 350.95326941966425, + 378.00070602824985, + 350.9120437766855, + 333.9061981736362, + 388.5439488880143, + 334.51822525323735, + 353.36819046113584, + 366.3235156367741, + 299.3373651835656, + 331.2036182497448, + 360.1254298654545, + 392.23294201404457, + 447.68554386738253, + 337.9344817267714, + 301.93552263635496, + 309.33653036173394, + 348.35689277676045, + 411.56030168074926, + 311.4008370442988, + 361.18628363072764, + 0.3918286726449093, + 337.6341700447457, + 390.28977976207904, + 420.09895484641567, + 0.3211990906090678, + 396.68356262696915, + 380.0435816719484, + 363.6263931003152, + 337.00027163513425, + 418.9832500871436, + 349.5270375430406, + 351.59002457175666, + 376.70045518639023, + 0.36994435145177945, + 412.56916248671666, + 331.4922149855363, + 394.19855731858684, + 0.3883911289767143, + 389.9770028053576, + 0.3427550742064047, + 396.30030613442307, + 343.2891298053333, + 457.172385763701, + 331.2981368933265, + 344.60297424204606, + 0.39629085354302906, + 309.4035685156384, + 0.3411899905977599, + 0.3697433511988807, + 384.30905912816996, + 313.9422219210807, + 0.4201649409751231, + 423.0882010027843, + 368.0988690737493, + 304.12321350357064, + 311.60611391800506, + 335.05048552573516, + 402.2675405411282, + 326.5221188137329, + 352.5362671540383, + 387.9683564841623, + 0.36319906487866027, + 375.20767919541174, + 399.9797624124692, + 356.3995352863303, + 374.46036238909517, + 340.7494463475661, + 387.75140668268216, + 369.33555555851996, + 388.2485500836632, + 404.9758381435968, + 385.9958799343128, + 327.8300292379015, + 360.5810823674877, + 333.4496878406583, + 369.48024603458214, + 417.5382593836769, + 323.95234484828023, + 339.47978434562293, + 362.6162564165496, + 355.6840425209308, + 340.8786602901108, + 378.9661994051482, + 372.91833366391603, + 339.2566977439852, + 306.8145291130751, + 359.0696212930604, + 356.5466555427447, + 434.59797142978744, + 422.80812945002475, + 389.8846878368523, + 389.98072247528415, + 413.51512908544333, + 400.9415772042319, + 365.2710050140933, + 405.5266609258594, + 431.3215092289966, + 378.48327632927607, + 0.34871395765911245, + 403.02846502855346, + 382.2962235589979, + 332.27025697241646, + 349.61675658399884, + 347.08394580908254, + 413.57434403929483, + 377.89902649244175, + 347.7649415641381, + 392.41773464274183, + 344.70227711320433, + 315.0243344278046, + 0.38312734996553544, + 386.01518493104777, + 359.02887658925806, + 376.76587661488395, + 404.8114373887306, + 389.996436914184, + 351.05325475499956, + 326.7827626220517, + 314.5638017394844, + 403.53644569700555, + 359.089004748038, + 339.0283682391712, + 304.4841247340626, + 341.56541578303813, + 403.1128488759278, + 388.23373199110546, + 0.33850156018464217, + 356.6768007635651, + 333.5431714686231, + 325.88965276091875, + 442.08193531803937, + 341.2642544742885, + 422.66060877845797, + 363.88764901724903, + 390.5603584347741, + 409.30530964600473, + 376.37399647663057, + 392.4153756592933, + 393.8649896793339, + 0.38693248797800084, + 315.17232268546195, + 339.97555365664414, + 423.4533468103577, + 305.14324692585524, + 349.8170472924968, + 381.0837673854826, + 371.532455377062, + 402.92540934632626, + 382.899337166154, + 398.2092179555563, + 0.3476206165951217, + 285.72497233579173, + 411.3399285686034, + 358.92414312254397, + 336.27826684913373, + 432.34854009596023, + 0.3307344498252032, + 351.5275807557564, + 362.75719796222717, + 355.0977640296604, + 336.52568597825774, + 387.65804703616413, + 337.5670951993144, + 411.55184981483194, + 422.81648133535106, + 383.1015164132281, + 384.80130251246385, + 335.15919245850176, + 434.50474685696275, + 332.9722547446641, + 375.54396744135613, + 0.4167852975901767, + 360.66770900108304, + 370.1027486802408, + 0.334605082445196, + 386.2514351996078, + 397.64757480461725, + 322.84246164781456, + 321.5803886538324, + 274.7972870185353, + 350.49517662285035, + 363.1135959009174, + 410.3085672503921, + 370.79007893240527, + 380.72702168449143, + 396.5992985738737, + 401.0871423281223, + 375.44771096562914, + 324.0884320992903, + 389.08379437049615, + 374.70989370247446, + 316.6067924686557, + 378.02959094305646, + 347.8648077571395, + 415.6357308475582, + 347.0237497008874, + 408.79483696204926, + 419.4611087141975, + 361.781231769875, + 366.73718069192705, + 401.2509744924223, + 375.06802585350715, + 333.0752905686244, + 343.149452856861, + 0.40464569263243844, + 0.3579024871218721, + 425.52463489084727, + 416.8655735137201, + 351.7370421948363, + 344.8025204106085, + 319.3319349763251, + 348.118690471409, + 364.20734090016464, + 336.9902815637972, + 361.0000314789058, + 415.9201344415757, + 377.23166266741663, + 395.19480027076855, + 356.00758593922046, + 371.7608741943489, + 372.52067173781353, + 381.72462246268435, + 418.8148261784884, + 366.73172134452943, + 379.97631571807347, + 348.720840266779, + 0.4412504934511854, + 339.7063602443658, + 338.75300164630215, + 418.7106691371125, + 378.3530196742884, + 375.3074071090986, + 395.5176732324239, + 363.251459571086, + 347.9780227096489, + 347.39294944768443, + 416.7972178248377, + 401.8499667248858, + 374.7224169954007, + 374.2301614831613, + 360.6293040363151, + 355.30282880096246, + 404.71216546234257, + 318.24226057815895, + 0.32735692527581306, + 394.0903248764084, + 366.049611719354, + 431.08289760977334, + 401.03347841080995, + 369.7230035129575, + 403.01661615433574, + 0.4114004823858452, + 430.3023891419294, + 348.04564178012504, + 315.579721638428, + 293.71132273206496, + 409.3839532898818, + 384.28630276928396, + 330.9025290094849, + 359.5141314374529, + 372.7040277524513, + 363.4378219452647, + 364.0263237572136, + 0.4054796915869274, + 0.3385439371747176, + 367.46123026419195, + 344.21022533012183, + 0.36078073017781703, + 352.810216845364, + 325.8553973088027, + 0.39913239903993836, + 383.4816069701836, + 313.5526925618645, + 421.32800408827273, + 395.14017203958406, + 356.2124108073628, + 318.1749265361781, + 396.1568482102967, + 381.2941740126012, + 0.39763872352719665, + 388.0127137811693, + 320.8069381328442, + 357.62171501546425, + 410.0715993228833, + 0.3208410233253908, + 359.36888586402114, + 0.3260459637783633, + 416.64999933468164, + 361.57310133427086, + 407.794357032079, + 380.97150508362677, + 431.50906961671245, + 425.08377028412997, + 341.4738366469596, + 381.93401550806936, + 421.3981885724895, + 382.2942147629946, + 450.84679031866284, + 354.0036203266363, + 381.9257460393537, + 427.79559261918354, + 0.34966044124454665, + 354.4512980344954, + 437.1827737616824, + 363.562609043719, + 398.11860747935185, + 413.57629219440076, + 0.336401594404965, + 402.469496715679, + 401.2536713591492, + 353.7158512851362, + 0.34761273638508206, + 442.87121567825193, + 346.27229994755373, + 382.5633191525649, + 389.4069124529598, + 401.85477208572473, + 403.27572363656844, + 381.27873748252904, + 345.9798756974722, + 405.06650610342655, + 431.1305063197055, + 394.84946090980475, + 375.3981194797759, + 342.50623462359783, + 0.40282405220492834, + 426.0037264306611, + 0.3333615042982752, + 337.1132362357944, + 351.4296580418671, + 343.77740827262613, + 371.7778899256723, + 373.3540005884115, + 349.6417013867047, + 414.1095629911938, + 346.86120635185506, + 378.2464559409236, + 330.0584916815789, + 418.0261477439383, + 0.36397048490855943, + 385.78660153409567, + 429.3338098246673, + 366.0623396517153, + 386.1118952495701, + 327.0556057211518, + 372.8093117026853, + 391.9191249208784, + 326.2176712523044, + 388.23974620155866, + 398.85868812445966, + 305.0455031032424, + 397.01263699486515, + 396.5510510919909, + 339.5798165700772, + 376.7281187459209, + 428.0136634000725, + 313.342022292869, + 378.39981203705986, + 419.3164744824127, + 360.7588810016921, + 357.81924224493196, + 0.4334339403588299, + 351.53653610669045, + 351.9891057779366, + 319.02365529956296, + 401.87219072291856, + 429.4076742682838, + 387.8276623417739, + 397.13090111505153, + 346.8286708886834, + 329.9532225082561, + 346.7707929536589, + 397.5655585556614, + 397.3163706111183, + 369.6740965556067, + 349.6973526323773, + 335.3180741616463, + 413.1852181166896, + 385.9418766777846, + 363.1317781725021, + 367.9424083063365, + 402.2350877090099, + 366.1622251975743, + 371.18293935245464, + 403.0361388831037, + 393.3697502829036, + 405.2318982812457, + 357.82317878238297, + 411.09901855231766, + 394.35775073223846, + 379.04012650896027, + 394.04982488394694, + 408.7925107548737, + 333.0671922939537, + 339.471568950125, + 417.9020928536568, + 365.130540982479, + 308.7969988410161, + 322.66723409617373, + 375.43606203579355, + 402.7859112374236, + 340.0981862691027, + 370.6980362442549, + 317.70964466651117, + 369.5490723379923, + 310.3495441193517, + 398.5531349773106, + 415.4131835697581, + 399.53140288500856, + 375.8065354159814, + 394.36602948814595, + 334.936530180725, + 344.8604736878344, + 370.30928484884805, + 373.88615863646373, + 366.96971936850963, + 406.4724940537753, + 0.3048091806793629, + 356.7064513576341, + 344.56718493125635, + 0.43504031812946087, + 0.3851383665748155, + 349.6936915834958, + 322.8415961323402, + 392.1919074977925, + 327.50724196628954, + 396.57624332169485, + 448.7782510017929, + 413.2557031927724, + 328.7092103592099, + 0.42214867313591625, + 321.5427481810298, + 0.3534937303075041, + 343.14445896043435, + 320.56103745068987, + 385.2062120639839, + 410.9866543732787, + 402.0511520420458, + 376.3261783697289, + 390.9607412801615, + 431.0052139597432, + 354.357505254759, + 378.75571789943103, + 369.09697250584185, + 413.86517464403323, + 416.8665226629439, + 389.2897237214642, + 382.93387196534104, + 0.37723933137995513, + 376.46972649922907, + 324.941580277924, + 396.0715884735574, + 413.27166949082846, + 340.6340223752697, + 382.1453081330071, + 387.8740623402982, + 366.7150150697966, + 392.3029816013041, + 352.7913481999607, + 398.391488035096, + 371.01597227577275, + 323.80041829251525, + 350.5291428690283, + 372.10099894702876, + 347.3271203144813, + 386.0488344939843, + 366.6482347193393, + 354.5987019932422, + 334.4191439000996, + 386.20374611761616, + 293.2132126066995, + 364.7297617639095, + 0.3949513873042328, + 0.3975589642093202, + 361.9370887420347, + 436.48624334501164, + 328.5982758735154, + 375.24498280809695, + 368.1330653460181, + 328.207119119757, + 387.90531829169896, + 368.9660249838723, + 321.1506155692285, + 372.93080444232527, + 326.41863832286, + 403.7231866019801, + 356.63444283312583, + 445.97998877756726, + 346.1632171674303, + 364.00061421656443, + 376.89042006628256, + 344.7001311375169, + 414.86228249617244, + 371.7609513987753, + 317.87151862055765, + 321.5330281765991, + 401.1453319339334, + 364.3115649086162, + 358.72572149985683, + 387.8084395677068, + 315.9566723834958, + 383.2175526270871, + 364.2598362282474, + 446.2277654964763, + 363.6911252554299, + 361.66227953594114, + 361.9368733693398, + 371.57228142080277, + 351.0366639653387, + 386.72821002245337, + 362.3758478071644, + 402.14378271189685, + 381.2506070181617, + 411.7860677006904, + 407.32493432315806, + 353.9449472699248, + 326.5129887641143, + 403.0630846631688, + 359.9084452702196, + 381.08352576534827, + 348.9538342056635, + 351.4271226523372, + 407.3741971707201, + 390.4920722062985, + 394.99438170516834, + 373.7040937987011, + 407.9329529871364, + 0.3593708357629245, + 376.0779211659706, + 348.9314457652122, + 313.0343511265016, + 385.3033746464701, + 376.3912002976308, + 381.81399546708525, + 341.9850162907186, + 392.6865551222264, + 345.5119011828364, + 309.88262639644205, + 377.35747210791396, + 337.03348676844183, + 381.01426176644816, + 415.6519003222113, + 0.44341588571042484, + 372.0099164015173, + 336.7402733909213, + 373.7186479602726, + 361.84766492954844, + 364.89833391371786, + 408.0547909951201, + 0.3768808549579268, + 359.02833057201565, + 333.4435325646401, + 374.7483567187954, + 0.41833605148825176, + 337.34754424699184, + 0.4044639135286621, + 365.4931712954936, + 415.5715188494636, + 0.3902884335710569, + 344.189767017318, + 400.3558504712046, + 312.1376626454787, + 315.43952122134806, + 379.53114099191606, + 419.5907505982557, + 398.29919327668824, + 321.95166552331864, + 339.09040071620933, + 403.38416845000273, + 372.94273208670575, + 378.1268452506605, + 394.83871194821916, + 417.85889864684447, + 371.1409289774121, + 411.3497323017302, + 348.99984320174576, + 297.3334379132058, + 399.7771066347191, + 315.45678890889764, + 385.52898562437434, + 411.94404682842423, + 301.22669285477446, + 0.3764708599639508, + 315.8085771446155, + 368.80861730873147, + 284.19506607723537, + 307.61091583166814, + 347.4052203325309, + 306.4845814843655, + 0.38714803031091455, + 0.38242914107966014, + 426.47289870049605, + 339.5236978646898, + 361.50092476144465, + 0.3174208663019518, + 0.3504370263872282, + 425.0388606331579, + 380.6283270010385, + 341.4536176248312, + 311.9751074398394, + 321.4250668381581, + 412.7908526755443, + 334.21439645874267, + 442.1528970112743, + 388.4387910709893, + 0.3491445937018493, + 323.3190232006748, + 390.1460726125983, + 358.4224164885913, + 385.25553519139385, + 387.72305929765275, + 0.3601228539524618, + 389.52911852608446, + 313.3841194781913, + 352.6390451187895, + 335.93100490582447, + 0.3960280657105439, + 0.42464890069169436, + 340.11360015614, + 413.31258266968223, + 334.1132313466889, + 362.81673840118884, + 362.8066055350206, + 401.2075882708396, + 377.7215660378932, + 327.2218443186517, + 365.7580650150829, + 0.38529940772092924, + 425.88515355149326, + 355.0745404932104, + 371.052955380765, + 429.76678860289826, + 428.02798215106134, + 333.42016513133825, + 362.00243979611577, + 383.84655616978716, + 373.2205743027298, + 322.9976557244092, + 418.5882839947352, + 319.9434957815422, + 328.3507234679473, + 0.40610395570696295, + 354.1903271384054, + 367.37837304753316, + 393.67287889672156, + 342.1848193202433, + 328.07187878902096, + 374.4647738777053, + 371.7722245559919, + 369.82332833310755, + 347.51786529478426, + 311.3865788745042, + 353.93266275282497, + 426.25322530437955, + 354.7423135092904, + 338.46200130732933, + 370.0862589920123, + 367.8641090331986, + 0.4264382438319433, + 383.4431992869138, + 355.3702514847923, + 370.98412912326984, + 0.3723603886534777, + 371.0965041912112, + 339.95568446185456, + 347.83427577398396, + 416.66864303799406, + 425.5182845150087, + 358.97979111670503, + 365.2342467863842, + 392.04089212423986, + 307.8266528071424, + 410.51841691930304, + 337.368364619868, + 396.11247876996356, + 339.0999269193223, + 394.7624772946324, + 383.551321092709, + 378.1925441423717, + 329.0162719107437, + 369.55391341838583, + 374.17161072758887, + 338.96664273936926, + 333.06412332500526, + 414.4841118676362, + 306.7459705830897, + 400.51553162297, + 327.6018174261958, + 412.0139682097656, + 0.4372611626589293, + 391.9087541039446, + 0.3921900530616991, + 0.35747434463558164, + 357.7451726616085, + 329.17692102260804, + 326.6948273974376, + 401.86266363584724, + 0.420329369005205, + 389.6733550306427, + 376.9700628464659, + 0.3677748793641524, + 297.4550315949779, + 411.67925941859295, + 384.0844432802944, + 359.3683817776158, + 407.4773382622891, + 334.8381140861146, + 399.47237214270785, + 414.5588593682461, + 403.46906287051576, + 385.08841482469234, + 340.3439572375856, + 0.4297691083366043, + 381.9233862010368, + 356.01080562498197, + 343.73691038405957, + 427.3796640592194, + 416.48953308801214, + 358.0027849112496, + 326.1390175433938, + 337.81158046787664, + 395.04717093927604, + 292.78973521809996, + 303.0470548018269, + 343.7981245554456, + 366.77958775466413, + 403.45255165067556, + 359.9432019940212, + 407.32648516352236, + 408.07889624468555, + 394.54600741105025, + 410.9769773305516, + 416.2706699002837, + 323.0575209271141, + 393.58934724297603, + 439.63324957137723, + 439.34284501734055, + 328.0281331604096, + 406.3554459465028, + 350.3227703821005, + 398.74859851820486, + 354.497428492416, + 405.4563174406056, + 375.5124593214861, + 380.75930756304103, + 316.24061228676146, + 400.74928406422566, + 369.28837399141804, + 357.01304110589035, + 388.5413243770326, + 386.875712356231, + 365.54536747835493, + 369.31274529844757, + 348.3036207881813, + 372.22672852589216, + 411.04750240449863, + 0.3821551095505316, + 347.2241308158973, + 407.47999239243126, + 382.70985192194087, + 390.11532072893317, + 410.6103805367284, + 0.3823913251725903, + 400.86153684966615, + 392.894657599116, + 345.3933826447312, + 320.71967530255364, + 422.8654632153677, + 319.82843153298234, + 339.7901963299793, + 380.71958061601146, + 396.9630406986579, + 386.09703560094357, + 0.39203720475512627, + 0.3549883882260282, + 433.7812933735791, + 362.34050106259235, + 394.4407910181417, + 345.7370654695066, + 0.35829455922807757, + 404.0856358798471, + 352.6770190625502, + 417.22172705763967, + 360.1550984055583, + 397.0502702636247, + 338.45254981177106, + 356.4246242675506, + 428.8864019689345, + 403.93427642393146, + 0.3711235258939199, + 362.26607010557257, + 374.04469563216713, + 362.52356647665886, + 418.9393093030498, + 358.47263295884227, + 357.3539537951577, + 348.80822522564864, + 338.8204316684817, + 385.07269800669695, + 314.7552845477813, + 420.68695866787505, + 373.5330562522719, + 403.0379686080083, + 310.77556754709263, + 395.1689123366383, + 393.97120845200067, + 0.38019421878886245, + 0.3641608040867266, + 413.12767260168323, + 341.6644103221192, + 379.76966938856754, + 0.2999424217933439, + 0.33418153779336784, + 401.0643869619468, + 344.75536436190924, + 347.53743028736477, + 377.6115746359489, + 393.64309950781507, + 356.2010061356098, + 432.0630047732664, + 334.17241852735754, + 407.0915239096706, + 0.3698232464004198, + 353.9510487570391, + 0.3880011822623383, + 318.4396569126255, + 363.30095546532334, + 352.8138929555125, + 377.29131948930984, + 387.00201885688983, + 399.56386217032116, + 385.96971651688324, + 375.3745322370478, + 392.79684008007615, + 436.25565654587314, + 382.40848517917703, + 355.8721613739588, + 408.85446718366677, + 360.9731651782125, + 0.42244387666551547, + 415.12989483451605, + 346.5178480287555, + 349.8265980888668, + 412.7899450426913, + 417.3505049302707, + 422.5394907870154, + 375.79667625755707, + 386.26163005460126, + 369.7352130446631, + 366.9506026958168, + 356.6825650529989, + 0.3907258106403102, + 384.29114535802694, + 385.18278228805656, + 408.7057211523663, + 308.0587846639979, + 387.73266346447474, + 405.32561587970616, + 326.05648946213444, + 402.0246369156504, + 391.6785800390727, + 382.3517034924453, + 380.46921841468674, + 335.095166241786, + 307.1640709577651, + 419.1255212595172, + 322.2139562664536, + 364.8854782250162, + 445.0871104108168, + 363.654292886573, + 403.6869569021297, + 355.3149297194937, + 409.1482896975811, + 294.7181044950287, + 0.40792930602487504, + 324.4744070166194, + 419.6073609308778, + 384.06333670268356, + 345.24992991495054, + 354.2825922118379, + 0.3960179754332622, + 0.347924319343797, + 365.8663785796098, + 415.283155758783, + 378.60257575567425, + 402.9868383551342, + 0.3896613423371945, + 0.39691596718407607, + 405.3074494933731, + 427.11907245066925, + 0.330637604746364, + 395.9066236305245, + 426.0396110001995, + 397.2548348831927, + 398.91950102675656, + 0.4147398745114733, + 427.95072518884024, + 393.68644591291513, + 408.3620963013582, + 382.490957112673, + 342.6337564232333, + 0.4094718961517357, + 335.5394473201764, + 411.7992826205298, + 330.6801605995455, + 336.8461880586958, + 370.8654924773083, + 355.43685035383686, + 415.3187896745114, + 372.06100812304516, + 314.4742703473326, + 357.60094020862647, + 379.3886506372855, + 384.2174526821931, + 381.1506947173257, + 409.0651518562825, + 428.69217940420754, + 380.8208960723686, + 352.3882783356689, + 342.8854342221543, + 444.2201877276156, + 0.3712354628621242, + 390.1630003010044, + 352.8863824995875, + 0.34528868155312537, + 341.36733815633437, + 375.6272760630683, + 353.9920102105614, + 365.5198525419163, + 421.9530333482914, + 313.09518144940927, + 359.01578256649606, + 397.0424656449255, + 0.3645099146708506, + 426.3906815492491, + 310.5452842423713, + 425.22559982408666, + 317.9726044086913, + 378.67003561576263, + 0.30631099995650923, + 0.2959131932458364, + 420.6704592501927, + 338.21127793863036, + 389.11567135243877, + 357.1590505893863, + 425.30616347813924, + 357.78392529765443, + 0.3753138464004189, + 345.3456477372898, + 0.33729464664061, + 396.13615661175965, + 0.3669096127678113, + 296.8287113474939, + 420.0629617917029, + 357.9763224064723, + 347.09955184454515, + 317.68911154588943, + 330.97752437675206, + 389.5958068044505, + 403.8948179355764, + 351.607089242436, + 451.71801950307656, + 355.4020334931534, + 368.9029058380338, + 338.71590518949705, + 369.73099592813327, + 420.1676178467822, + 430.25809878352476, + 413.6859013136033, + 309.81505392088985, + 0.3195961344303589, + 319.49446037398803, + 354.7369816759633, + 340.0969139153955, + 330.3037246911979 + ], + "yaxis": "y" + } + ], + "layout": { + "font": { + "size": 18 + }, + "legend": { + "title": { + "text": "Data" + }, + "tracegroupgap": 0 + }, + "margin": { + "t": 60 + }, + "plot_bgcolor": "#F5F5F8", + "showlegend": false, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "heatmapgl": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmapgl" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "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, + "#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, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 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, + "#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 + } + } + }, + "title": {}, + "xaxis": { + "anchor": "y", + "domain": [ + 0, + 1 + ], + "title": { + "text": "age" + } + }, + "yaxis": { + "anchor": "x", + "domain": [ + 0, + 1 + ], + "title": { + "text": "income" + } + } + } + }, + "text/html": [ + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -307,26 +65080,3830 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 15, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", - "text/plain": [ - "
" + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "fill": "tozeroy", + "hovertemplate": "None
Frequency: %{y}", + "marker": { + "color": "#000036" + }, + "mode": "lines", + "showlegend": true, + "type": "scatter", + "x": [ + 18.613539832991968, + 18.764928780474346, + 18.916317727956724, + 19.0677066754391, + 19.219095622921476, + 19.370484570403853, + 19.52187351788623, + 19.67326246536861, + 19.824651412850987, + 19.976040360333364, + 20.127429307815742, + 20.27881825529812, + 20.430207202780494, + 20.58159615026287, + 20.73298509774525, + 20.884374045227627, + 21.035762992710005, + 21.187151940192383, + 21.33854088767476, + 21.489929835157135, + 21.641318782639512, + 21.79270773012189, + 21.944096677604268, + 22.095485625086646, + 22.246874572569023, + 22.3982635200514, + 22.549652467533775, + 22.701041415016153, + 22.85243036249853, + 23.00381930998091, + 23.155208257463286, + 23.306597204945664, + 23.45798615242804, + 23.609375099910416, + 23.760764047392797, + 23.91215299487517, + 24.06354194235755, + 24.214930889839927, + 24.366319837322305, + 24.517708784804682, + 24.669097732287057, + 24.820486679769438, + 24.971875627251812, + 25.12326457473419, + 25.274653522216568, + 25.426042469698945, + 25.577431417181323, + 25.728820364663697, + 25.88020931214608, + 26.031598259628453, + 26.18298720711083, + 26.33437615459321, + 26.485765102075586, + 26.637154049557964, + 26.788542997040338, + 26.93993194452272, + 27.091320892005093, + 27.24270983948747, + 27.39409878696985, + 27.545487734452227, + 27.696876681934604, + 27.84826562941698, + 27.99965457689936, + 28.151043524381734, + 28.302432471864115, + 28.45382141934649, + 28.605210366828867, + 28.756599314311245, + 28.907988261793623, + 29.059377209276, + 29.210766156758375, + 29.362155104240756, + 29.51354405172313, + 29.664932999205508, + 29.816321946687886, + 29.967710894170263, + 30.11909984165264, + 30.270488789135015, + 30.421877736617397, + 30.57326668409977, + 30.72465563158215, + 30.876044579064526, + 31.027433526546904, + 31.178822474029282, + 31.330211421511656, + 31.481600368994037, + 31.63298931647641, + 31.78437826395879, + 31.935767211441167, + 32.08715615892355, + 32.23854510640592, + 32.3899340538883, + 32.54132300137068, + 32.69271194885305, + 32.84410089633543, + 32.99548984381781, + 33.14687879130018, + 33.29826773878256, + 33.44965668626494, + 33.60104563374732, + 33.75243458122969, + 33.903823528712074, + 34.05521247619445, + 34.20660142367683, + 34.357990371159204, + 34.50937931864158, + 34.66076826612396, + 34.81215721360633, + 34.963546161088715, + 35.11493510857109, + 35.26632405605346, + 35.417713003535845, + 35.569101951018226, + 35.7204908985006, + 35.871879845982974, + 36.02326879346535, + 36.17465774094773, + 36.32604668843011, + 36.477435635912485, + 36.62882458339486, + 36.78021353087724, + 36.93160247835962, + 37.082991425841996, + 37.23438037332437, + 37.385769320806745, + 37.537158268289126, + 37.68854721577151, + 37.83993616325388, + 37.991325110736256, + 38.14271405821863, + 38.29410300570101, + 38.44549195318339, + 38.59688090066577, + 38.74826984814814, + 38.89965879563052, + 39.0510477431129, + 39.20243669059528, + 39.35382563807765, + 39.505214585560026, + 39.65660353304241, + 39.80799248052479, + 39.95938142800716, + 40.11077037548954, + 40.26215932297192, + 40.41354827045429, + 40.564937217936674, + 40.71632616541905, + 40.86771511290142, + 41.0191040603838, + 41.170493007866185, + 41.32188195534856, + 41.47327090283093, + 41.62465985031331, + 41.77604879779569, + 41.92743774527807, + 42.078826692760444, + 42.23021564024282, + 42.3816045877252, + 42.53299353520758, + 42.684382482689955, + 42.83577143017233, + 42.9871603776547, + 43.138549325137085, + 43.289938272619466, + 43.44132722010184, + 43.592716167584214, + 43.74410511506659, + 43.89549406254897, + 44.04688301003135, + 44.198271957513725, + 44.3496609049961, + 44.50104985247848, + 44.65243879996086, + 44.803827747443236, + 44.95521669492561, + 45.106605642407985, + 45.257994589890366, + 45.40938353737275, + 45.56077248485512, + 45.712161432337496, + 45.86355037981988, + 46.01493932730225, + 46.16632827478463, + 46.31771722226701, + 46.46910616974938, + 46.62049511723176, + 46.77188406471414, + 46.92327301219652, + 47.07466195967889, + 47.226050907161266, + 47.37743985464365, + 47.52882880212603, + 47.6802177496084, + 47.83160669709078, + 47.98299564457316, + 48.13438459205553, + 48.285773539537914, + 48.43716248702029, + 48.58855143450266, + 48.73994038198504, + 48.891329329467425, + 49.0427182769498, + 49.19410722443217, + 49.34549617191455, + 49.49688511939693, + 49.64827406687931, + 49.799663014361684, + 49.95105196184406, + 50.10244090932644, + 50.25382985680882, + 50.405218804291195, + 50.55660775177357, + 50.70799669925595, + 50.859385646738325, + 51.0107745942207, + 51.16216354170308, + 51.313552489185454, + 51.464941436667836, + 51.61633038415021, + 51.767719331632584, + 51.919108279114965, + 52.07049722659735, + 52.22188617407972, + 52.373275121562095, + 52.524664069044476, + 52.67605301652686, + 52.82744196400923, + 52.978830911491606, + 53.13021985897398, + 53.28160880645636, + 53.432997753938736, + 53.58438670142111, + 53.73577564890349, + 53.88716459638587, + 54.03855354386825, + 54.18994249135062, + 54.341331438833, + 54.49272038631538, + 54.64410933379776, + 54.79549828128013, + 54.94688722876251, + 55.098276176244894, + 55.24966512372727, + 55.401054071209636, + 55.55244301869202, + 55.7038319661744, + 55.85522091365677, + 56.00660986113915, + 56.15799880862153, + 56.30938775610391, + 56.46077670358628, + 56.61216565106866, + 56.76355459855104, + 56.91494354603342, + 57.066332493515795, + 57.21772144099817, + 57.36911038848055, + 57.52049933596293, + 57.6718882834453, + 57.82327723092767, + 57.974666178410054, + 58.126055125892435, + 58.27744407337481, + 58.428833020857184, + 58.580221968339565, + 58.731610915821946, + 58.88299986330432, + 59.034388810786695, + 59.185777758269076, + 59.33716670575146, + 59.48855565323383, + 59.639944600716206, + 59.79133354819859, + 59.94272249568096, + 60.094111443163335, + 60.24550039064571, + 60.39688933812809, + 60.54827828561047, + 60.699667233092846, + 60.85105618057522, + 61.0024451280576, + 61.15383407553998, + 61.30522302302236, + 61.45661197050473, + 61.60800091798711, + 61.759389865469494, + 61.91077881295187, + 62.062167760434235, + 62.21355670791662, + 62.364945655399, + 62.51633460288137, + 62.667723550363746, + 62.81911249784613, + 62.97050144532851, + 63.12189039281088, + 63.27327934029326, + 63.42466828777564, + 63.57605723525802, + 63.727446182740394, + 63.87883513022277, + 64.03022407770516, + 64.18161302518753, + 64.3330019726699, + 64.48439092015226, + 64.63577986763465, + 64.78716881511704, + 64.9385577625994, + 65.08994671008179, + 65.24133565756416, + 65.39272460504654, + 65.54411355252893, + 65.69550250001129, + 65.84689144749368, + 65.99828039497606, + 66.14966934245842, + 66.30105828994081, + 66.45244723742319, + 66.60383618490556, + 66.75522513238793, + 66.90661407987031, + 67.0580030273527, + 67.20939197483507, + 67.36078092231745, + 67.51216986979982, + 67.6635588172822, + 67.81494776476458, + 67.96633671224696, + 68.11772565972933, + 68.26911460721172, + 68.4205035546941, + 68.57189250217647, + 68.72328144965883, + 68.87467039714122, + 69.0260593446236, + 69.17744829210596, + 69.32883723958835, + 69.48022618707073, + 69.6316151345531, + 69.78300408203549, + 69.93439302951785, + 70.08578197700024, + 70.23717092448263, + 70.38855987196499, + 70.53994881944737, + 70.69133776692975, + 70.84272671441212, + 70.9941156618945, + 71.14550460937687, + 71.29689355685926, + 71.44828250434163, + 71.59967145182401, + 71.75106039930638, + 71.90244934678876, + 72.05383829427115, + 72.20522724175352, + 72.3566161892359, + 72.50800513671828, + 72.65939408420066, + 72.81078303168303, + 72.9621719791654, + 73.11356092664778, + 73.26494987413017, + 73.41633882161253, + 73.56772776909492, + 73.71911671657729, + 73.87050566405966, + 74.02189461154205, + 74.17328355902441, + 74.3246725065068, + 74.47606145398919, + 74.62745040147155, + 74.77883934895394, + 74.93022829643631, + 75.08161724391869, + 75.23300619140107, + 75.38439513888343, + 75.53578408636582, + 75.6871730338482, + 75.83856198133057, + 75.98995092881295, + 76.14133987629532, + 76.29272882377771, + 76.44411777126008, + 76.59550671874246, + 76.74689566622484, + 76.89828461370722, + 77.04967356118959, + 77.20106250867197, + 77.35245145615434, + 77.50384040363673, + 77.65522935111909, + 77.80661829860148, + 77.95800724608385, + 78.10939619356623, + 78.26078514104861, + 78.41217408853097, + 78.56356303601336, + 78.71495198349575, + 78.86634093097811, + 79.0177298784605, + 79.16911882594287, + 79.32050777342525, + 79.47189672090764, + 79.62328566839, + 79.77467461587239, + 79.92606356335476, + 80.07745251083713, + 80.22884145831951, + 80.38023040580188, + 80.53161935328427, + 80.68300830076664, + 80.83439724824902, + 80.98578619573141, + 81.13717514321378, + 81.28856409069616, + 81.43995303817853, + 81.5913419856609, + 81.74273093314329, + 81.89411988062567, + 82.04550882810804, + 82.19689777559041, + 82.34828672307279, + 82.49967567055518, + 82.65106461803754, + 82.80245356551993, + 82.95384251300231, + 83.10523146048467, + 83.25662040796706, + 83.40800935544942, + 83.55939830293181, + 83.7107872504142, + 83.86217619789656, + 84.01356514537895, + 84.16495409286134, + 84.3163430403437, + 84.46773198782608, + 84.61912093530844, + 84.77050988279083, + 84.9218988302732, + 85.07328777775558, + 85.22467672523797, + 85.37606567272036, + 85.52745462020272, + 85.67884356768508, + 85.83023251516747, + 85.98162146264985, + 86.13301041013221, + 86.2843993576146, + 86.43578830509699, + 86.58717725257935, + 86.73856620006174, + 86.8899551475441, + 87.04134409502649, + 87.19273304250888, + 87.34412198999124, + 87.49551093747363, + 87.64689988495599, + 87.79828883243837, + 87.94967777992076, + 88.10106672740312, + 88.25245567488551, + 88.4038446223679, + 88.55523356985026, + 88.70662251733265, + 88.85801146481501, + 89.0094004122974, + 89.16078935977978, + 89.31217830726214, + 89.46356725474453, + 89.61495620222692, + 89.76634514970928, + 89.91773409719164, + 90.06912304467403, + 90.22051199215642, + 90.3719009396388, + 90.52328988712117, + 90.67467883460355, + 90.82606778208591, + 90.9774567295683, + 91.12884567705066, + 91.28023462453305, + 91.43162357201544, + 91.58301251949783, + 91.73440146698019, + 91.88579041446258, + 92.03717936194494, + 92.1885683094273, + 92.33995725690968, + 92.49134620439207, + 92.64273515187446, + 92.79412409935682, + 92.94551304683921, + 93.09690199432157, + 93.24829094180396, + 93.39967988928632, + 93.5510688367687, + 93.7024577842511, + 93.85384673173348, + 94.00523567921584, + 94.15662462669823 + ], + "xaxis": "x", + "y": [ + 0.004994257704739389, + 0.00524305882369393, + 0.00549846871060206, + 0.005760319941374109, + 0.0060284256630779515, + 0.006302580061948166, + 0.006582558946033987, + 0.00686812043994376, + 0.007159005788057539, + 0.007454940261509993, + 0.007755634163205804, + 0.008060783924135121, + 0.008370073283322926, + 0.00868317454288645, + 0.008999749888903024, + 0.009319452768121373, + 0.009641929309990447, + 0.00996681978304452, + 0.010293760074377493, + 0.010622383180769909, + 0.010952320700002039, + 0.011283204310998269, + 0.011614667231699695, + 0.011946345643949986, + 0.012277880075198241, + 0.012608916727464487, + 0.012939108744764328, + 0.01326811741104214, + 0.01359561327159531, + 0.013921277171976032, + 0.014244801209408985, + 0.014565889592848448, + 0.014884259408895477, + 0.015199641291888654, + 0.015511779997548547, + 0.01582043488058175, + 0.016125380277618794, + 0.016426405797751682, + 0.016723316523745722, + 0.017015933127709076, + 0.017304091905607184, + 0.017587644735501274, + 0.017866458964766338, + 0.01814041723180606, + 0.018409417227929013, + 0.018673371405089883, + 0.018932206635137644, + 0.01918586382605675, + 0.019434297500452554, + 0.019677475341226575, + 0.019915377709029347, + 0.020147997135676023, + 0.020375337797285713, + 0.02059741497046733, + 0.02081425447443774, + 0.021025892101541276, + 0.021232373038241693, + 0.021433751278306164, + 0.021630089029586397, + 0.021821456115543574, + 0.022007929372460093, + 0.022189592043133925, + 0.022366533167761663, + 0.02253884697268298, + 0.022706632257677162, + 0.022869991782561574, + 0.02302903165394873, + 0.023183860713145467, + 0.02333458992633481, + 0.023481331778347308, + 0.02362419967149929, + 0.02376330733114246, + 0.02389876821972289, + 0.024030694961280335, + 0.024159198778429345, + 0.02428438894394026, + 0.024406372249084117, + 0.0245252524909165, + 0.024641129980651502, + 0.02475410107521955, + 0.02486425773401721, + 0.02497168710274338, + 0.025076471126081856, + 0.025178686190842268, + 0.025278402801012064, + 0.02537568528600853, + 0.02547059154326396, + 0.02556317281612355, + 0.02565347350789821, + 0.025741531032793738, + 0.025827375704334923, + 0.025911030661820662, + 0.025992511835285326, + 0.026071827949397688, + 0.026148980566699363, + 0.026223964170569485, + 0.02629676628828768, + 0.026367367654558018, + 0.02643574241583053, + 0.026501858375724226, + 0.026565677281792054, + 0.02662715515377748, + 0.02668624265338233, + 0.02674288549539235, + 0.026797024899784826, + 0.026848598084167466, + 0.026897538795569265, + 0.026943777880222775, + 0.02698724388954105, + 0.027027863720011987, + 0.027065563284206277, + 0.027100268209539966, + 0.027131904560845046, + 0.02716039958220982, + 0.027185682452950746, + 0.027207685051995525, + 0.027226342724398344, + 0.02724159504319733, + 0.027253386559362554, + 0.02726166753220109, + 0.027266394632280623, + 0.02726753160873364, + 0.02726504991270595, + 0.027258929268740233, + 0.02724915818603347, + 0.02723573440178784, + 0.02721866524929106, + 0.027197967943908396, + 0.027173669780854157, + 0.027145808239414686, + 0.027114430989228548, + 0.027079595795264654, + 0.02704137031927965, + 0.026999831816755977, + 0.026955066729610542, + 0.026907170176304566, + 0.026856245342351988, + 0.026802402775604903, + 0.026745759592062438, + 0.02668643859928206, + 0.026624567345757185, + 0.026560277105824637, + 0.02649370181077577, + 0.026424976937833893, + 0.026354238369515545, + 0.02628162123659528, + 0.026207258758426142, + 0.02613128109472327, + 0.026053814223079313, + 0.025974978856442326, + 0.02589488941454996, + 0.025813653062865295, + 0.025731368831913484, + 0.02564812682906931, + 0.025564007553809266, + 0.025479081326225995, + 0.025393407837220345, + 0.025307035827261928, + 0.025220002898956723, + 0.025132335466905072, + 0.02504404884650454, + 0.024955147481471738, + 0.024865625307957922, + 0.02477546625124643, + 0.024684644849166347, + 0.024593126994586035, + 0.02450087078766808, + 0.024407827487021985, + 0.02431394254749963, + 0.024219156731166088, + 0.02412340727696926, + 0.024026629113842193, + 0.023928756101414178, + 0.02382972228219686, + 0.023729463129045735, + 0.023627916771887785, + 0.02352502518813794, + 0.02342073534190143, + 0.0233150002579544, + 0.023207780017602896, + 0.02309904266480993, + 0.022988765012435203, + 0.022876933340016857, + 0.022763543976215904, + 0.022648603760802227, + 0.022532130382859093, + 0.022414152593682683, + 0.022294710294625132, + 0.022173854501833467, + 0.022051647191457406, + 0.021928161030386802, + 0.0218034789989317, + 0.021677693913038285, + 0.021550907854629257, + 0.02142323151945992, + 0.021294783492474927, + 0.021165689461038608, + 0.02103608137659355, + 0.0209060965752812, + 0.0207758768678518, + 0.020645567608805634, + 0.020515316754168723, + 0.02038527391663053, + 0.020255589425986435, + 0.020126413401956547, + 0.019997894845523466, + 0.019870180753973832, + 0.019743415263865048, + 0.0196177388252018, + 0.019493287409214285, + 0.019370191751313378, + 0.019248576630066346, + 0.01912856018241873, + 0.019010253254885423, + 0.01889375879006557, + 0.018779171247602464, + 0.018666576058611883, + 0.018556049112642498, + 0.018447656276397377, + 0.01834145294373212, + 0.018237483616835026, + 0.018135781518974433, + 0.01803636823974728, + 0.017939253414362134, + 0.017844434439115663, + 0.017751896225850633, + 0.017661610998796595, + 0.01757353813775969, + 0.01748762407213506, + 0.01740380223063277, + 0.01732199305192214, + 0.017242104061594814, + 0.017164030020904116, + 0.017087653152651178, + 0.017012843449348124, + 0.0169394590683891, + 0.016867346818401786, + 0.01679634274023909, + 0.016726272785206275, + 0.016656953592115133, + 0.016588193363626443, + 0.016519792841099674, + 0.01645154637583429, + 0.01638324309318205, + 0.016314668144555323, + 0.01624560404088016, + 0.01617583205956707, + 0.016105133715629327, + 0.01603329228618719, + 0.01596009437629284, + 0.015885331512812326, + 0.015808801752038, + 0.015730311285798906, + 0.015649676030109264, + 0.01556672317986321, + 0.015481292712767632, + 0.015393238825612004, + 0.015302431286118396, + 0.015208756683997682, + 0.015112119565466953, + 0.015012443436349212, + 0.014909671619980618, + 0.01480376795747674, + 0.014694717339448125, + 0.01458252605998613, + 0.014467221985642608, + 0.014348854534177032, + 0.0142274944600135, + 0.014103233445608763, + 0.013976183500248488, + 0.0138464761701276, + 0.013714261565899983, + 0.013579707216162301, + 0.013442996757538747, + 0.013304328474116478, + 0.013163913700916555, + 0.013021975107841864, + 0.01287874488208929, + 0.01273446282832793, + 0.012589374407003277, + 0.012443728731912065, + 0.012297776548690954, + 0.012151768216065907, + 0.012005951711611439, + 0.011860570683375454, + 0.011715862568036878, + 0.011572056795294525, + 0.011429373096950074, + 0.011288019937665726, + 0.01114819308267259, + 0.01101007431580574, + 0.010873830319177854, + 0.01073961172360797, + 0.010607552336629847, + 0.010477768552553054, + 0.010350358946675619, + 0.01022540405338708, + 0.01010296632559029, + 0.009983090270645707, + 0.00986580275593482, + 0.009751113475179802, + 0.009639015564872897, + 0.009529486358583092, + 0.00942248826554116, + 0.0093179697587712, + 0.009215866457149195, + 0.009116102285133777, + 0.009018590693533477, + 0.00892323592454733, + 0.008829934304432565, + 0.00873857554750909, + 0.008649044055786766, + 0.008561220199283789, + 0.008474981563073336, + 0.008390204148225333, + 0.00830676351508047, + 0.008224535858676553, + 0.008143399007615185, + 0.00806323333918547, + 0.007983922605121934, + 0.00790535466393942, + 0.007827422117334996, + 0.0077500228496497625, + 0.007673060470820937, + 0.007596444664606612, + 0.007520091445113442, + 0.007443923325787267, + 0.007367869406024987, + 0.0072918653814233875, + 0.007215853484390705, + 0.007139782362404187, + 0.007063606901602487, + 0.006987288003654784, + 0.006910792323954315, + 0.00683409197914801, + 0.00675716423184477, + 0.006679991160053154, + 0.006602559318495146, + 0.006524859398441768, + 0.006446885892130489, + 0.006368636767169487, + 0.006290113155626139, + 0.006211319061750113, + 0.0061322610915126325, + 0.00605294820636707, + 0.0059733915028661365, + 0.005893604019022613, + 0.005813600567585183, + 0.005733397595730503, + 0.005653013070057886, + 0.005572466385221611, + 0.005491778294055796, + 0.0054109708566430735, + 0.005330067405455425, + 0.005249092523454589, + 0.005168072031882835, + 0.005087032984399197, + 0.005006003664221768, + 0.004925013581016559, + 0.004844093464425581, + 0.004763275251341988, + 0.004682592064313368, + 0.004602078178776726, + 0.0045217689771905115, + 0.00444170088852422, + 0.004361911311980967, + 0.004282438524258137, + 0.00420332157008309, + 0.004124600136187433, + 0.004046314409296807, + 0.003968504919103368, + 0.0038912123675507284, + 0.0038144774460880126, + 0.003738340642835765, + 0.0036628420418483385, + 0.0035880211168509983, + 0.0035139165219730175, + 0.003440565882090599, + 0.00336800558543344, + 0.0032962705810997204, + 0.00322539418406536, + 0.003155407890169936, + 0.003086341203414885, + 0.0030182214777256665, + 0.0029510737751119514, + 0.0028849207419142033, + 0.002819782504556924, + 0.002755676585943674, + 0.002692617843332807, + 0.002630618428231226, + 0.002569687768541741, + 0.002509832572903481, + 0.0024510568568790673, + 0.002393361990370638, + 0.002336746765394924, + 0.0022812074831170676, + 0.002226738058837785, + 0.0021733301434509046, + 0.0021209732597389994, + 0.0020696549517562187, + 0.0020193609454587248, + 0.0019700753186845015, + 0.0019217806785554524, + 0.0018744583443737648, + 0.001828088534110173, + 0.0017826505526321724, + 0.0017381229798921656, + 0.0016944838573877807, + 0.001651710871314594, + 0.0016097815309539193, + 0.0015686733409710054, + 0.0015283639664393845, + 0.0014888313895524074, + 0.0014500540571298728, + 0.0014120110181738974, + 0.0013746820508712043, + 0.0013380477785762616, + 0.0013020897744398733, + 0.0012667906544687347, + 0.001232134158911979, + 0.0011981052219700926, + 0.0011646900299086477, + 0.001131876067734163, + 0.0010996521546519237, + 0.0010680084685757622, + 0.0010369365599988587, + 0.0010064293555623743, + 0.000976481151677235, + 0.0009470875985641772, + 0.0009182456750796235, + 0.0008899536546921274, + 0.00086221106296662, + 0.0008350186269040178, + 0.0008083782164728536, + 0.0007822927786589753, + 0.0007567662643510212, + 0.0007318035483739996, + 0.0007074103429822022, + 0.0006835931051273361, + 0.0006603589378280352, + 0.0006377154859845385, + 0.0006156708270063947, + 0.0005942333566529208, + 0.0005734116705246249, + 0.0005532144416892469, + 0.0005336502949774363, + 0.0005147276785397088, + 0.0004964547333171552, + 0.00047883916114214287, + 0.00046188809225030416, + 0.00044560795305041776, + 0.0004300043350621346, + 0.00041508186599135245, + 0.0004008440839677937, + 0.00038729331601676433, + 0.00037443056187584574, + 0.0003622553842954254, + 0.00035076580697791825, + 0.0003399582213131664, + 0.00032982730305499466, + 0.0003203659400558784, + 0.00031156517213184006, + 0.00030341414406774824, + 0.0002959000726939737, + 0.0002890082288688284, + 0.0002827219350878266, + 0.00027702257931146466, + 0.0002718896454587106, + 0.000267300760855449, + 0.00026323176075722425, + 0.0002596567698858493, + 0.00025654830073211667, + 0.0002538773681843736, + 0.0002516136198478569, + 0.00024972548122525844, + 0.0002481803147379658, + 0.0002469445913827805, + 0.0002459840736437024, + 0.0002452640081154838, + 0.00024474932614800167, + 0.00024440485069069355, + 0.0002441955074068343, + 0.0002440865380404891, + 0.0002440437139564016, + 0.00024403354773640593, + 0.00024402350070627254, + 0.00024398218428491937, + 0.00024387955309386366, + 0.00024368708783846111, + 0.00024337796607316555, + 0.00024292721908964713, + 0.00024231187331749782, + 0.00024151107480046728, + 0.00024050619550428646, + 0.00023928092042241854, + 0.00023782131467046217, + 0.00023611586999516053, + 0.00023415553036647906, + 0.00023193369656747905, + 0.00022944620994296545 + ], + "yaxis": "y" + } + ], + "layout": { + "barmode": "overlay", + "font": { + "size": 18 + }, + "hovermode": "closest", + "legend": { + "traceorder": "reversed" + }, + "plot_bgcolor": "#F5F5F8", + "showlegend": false, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "heatmapgl": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmapgl" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "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, + "#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, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 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, + "#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 + } + } + }, + "title": { + "text": "Age" + }, + "xaxis": { + "anchor": "y2", + "domain": [ + 0, + 1 + ], + "zeroline": false + }, + "yaxis": { + "anchor": "free", + "domain": [ + 0, + 1 + ], + "position": 0 + } + } + }, + "text/html": [ + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "from copulas.visualization import hist_1d, side_by_side\n", + "from copulas.visualization import dist_1d\n", "\n", - "side_by_side(hist_1d, {'Age': df['age'], 'Income': df['income']})" + "dist_1d(df['age'], title='Age')" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "fill": "tozeroy", + "hovertemplate": "None
Frequency: %{y}", + "marker": { + "color": "#000036" + }, + "mode": "lines", + "showlegend": true, + "type": "scatter", + "x": [ + 0.2959131932458364, + 1.2096661383867469, + 2.123419083527657, + 3.037172028668567, + 3.9509249738094776, + 4.864677918950389, + 5.778430864091298, + 6.692183809232209, + 7.605936754373119, + 8.51968969951403, + 9.43344264465494, + 10.34719558979585, + 11.260948534936759, + 12.174701480077669, + 13.08845442521858, + 14.002207370359491, + 14.915960315500401, + 15.829713260641311, + 16.743466205782227, + 17.657219150923137, + 18.570972096064047, + 19.484725041204957, + 20.398477986345867, + 21.312230931486773, + 22.225983876627684, + 23.139736821768594, + 24.053489766909504, + 24.967242712050417, + 25.880995657191328, + 26.794748602332238, + 27.708501547473148, + 28.622254492614058, + 29.536007437754968, + 30.449760382895878, + 31.363513328036788, + 32.277266273177695, + 33.191019218318615, + 34.10477216345952, + 35.018525108600436, + 35.93227805374134, + 36.846030998882256, + 37.75978394402316, + 38.673536889164076, + 39.58728983430499, + 40.501042779445896, + 41.41479572458681, + 42.32854866972771, + 43.24230161486862, + 44.15605456000953, + 45.06980750515044, + 45.98356045029135, + 46.89731339543226, + 47.81106634057317, + 48.724819285714084, + 49.638572230855, + 50.552325175995904, + 51.46607812113682, + 52.379831066277724, + 53.29358401141864, + 54.207336956559544, + 55.12108990170046, + 56.034842846841364, + 56.94859579198228, + 57.862348737123185, + 58.7761016822641, + 59.68985462740501, + 60.60360757254592, + 61.51736051768683, + 62.43111346282774, + 63.34486640796865, + 64.25861935310955, + 65.17237229825048, + 66.0861252433914, + 66.99987818853229, + 67.9136311336732, + 68.82738407881412, + 69.74113702395503, + 70.65488996909593, + 71.56864291423685, + 72.48239585937776, + 73.39614880451867, + 74.30990174965957, + 75.22365469480049, + 76.1374076399414, + 77.05116058508231, + 77.96491353022321, + 78.87866647536414, + 79.79241942050504, + 80.70617236564595, + 81.61992531078685, + 82.53367825592778, + 83.44743120106868, + 84.36118414620958, + 85.2749370913505, + 86.18869003649141, + 87.10244298163232, + 88.01619592677322, + 88.92994887191415, + 89.84370181705505, + 90.75745476219596, + 91.67120770733686, + 92.58496065247779, + 93.49871359761869, + 94.4124665427596, + 95.3262194879005, + 96.23997243304143, + 97.15372537818233, + 98.06747832332324, + 98.98123126846416, + 99.89498421360507, + 100.80873715874597, + 101.72249010388688, + 102.6362430490278, + 103.54999599416871, + 104.46374893930961, + 105.37750188445052, + 106.29125482959144, + 107.20500777473235, + 108.11876071987325, + 109.03251366501418, + 109.94626661015508, + 110.86001955529599, + 111.77377250043689, + 112.68752544557782, + 113.60127839071872, + 114.51503133585963, + 115.42878428100053, + 116.34253722614146, + 117.25629017128236, + 118.17004311642327, + 119.08379606156419, + 119.9975490067051, + 120.911301951846, + 121.82505489698691, + 122.73880784212783, + 123.65256078726874, + 124.56631373240964, + 125.48006667755055, + 126.39381962269147, + 127.30757256783238, + 128.22132551297327, + 129.1350784581142, + 130.04883140325512, + 130.962584348396, + 131.87633729353695, + 132.79009023867783, + 133.70384318381875, + 134.61759612895966, + 135.53134907410058, + 136.44510201924146, + 137.3588549643824, + 138.27260790952332, + 139.18636085466423, + 140.10011379980511, + 141.01386674494603, + 141.92761969008694, + 142.84137263522786, + 143.75512558036874, + 144.66887852550968, + 145.5826314706506, + 146.4963844157915, + 147.4101373609324, + 148.3238903060733, + 149.23764325121422, + 150.15139619635514, + 151.06514914149605, + 151.97890208663696, + 152.89265503177788, + 153.8064079769188, + 154.72016092205968, + 155.6339138672006, + 156.5476668123415, + 157.46141975748245, + 158.37517270262333, + 159.28892564776424, + 160.20267859290516, + 161.11643153804607, + 162.03018448318696, + 162.94393742832787, + 163.85769037346878, + 164.77144331860973, + 165.6851962637506, + 166.59894920889153, + 167.51270215403244, + 168.42645509917332, + 169.34020804431424, + 170.25396098945515, + 171.1677139345961, + 172.08146687973698, + 172.9952198248779, + 173.9089727700188, + 174.82272571515972, + 175.7364786603006, + 176.65023160544152, + 177.56398455058246, + 178.47773749572337, + 179.39149044086426, + 180.30524338600517, + 181.2189963311461, + 182.132749276287, + 183.0465022214279, + 183.9602551665688, + 184.87400811170974, + 185.78776105685066, + 186.70151400199154, + 187.61526694713245, + 188.52901989227337, + 189.44277283741428, + 190.35652578255517, + 191.2702787276961, + 192.18403167283702, + 193.09778461797794, + 194.01153756311882, + 194.92529050825974, + 195.83904345340065, + 196.75279639854156, + 197.66654934368248, + 198.5803022888234, + 199.4940552339643, + 200.40780817910522, + 201.3215611242461, + 202.23531406938702, + 203.14906701452793, + 204.06281995966884, + 204.97657290480976, + 205.89032584995067, + 206.80407879509158, + 207.7178317402325, + 208.63158468537338, + 209.5453376305143, + 210.4590905756552, + 211.37284352079615, + 212.28659646593704, + 213.20034941107795, + 214.11410235621886, + 215.02785530135978, + 215.94160824650066, + 216.85536119164158, + 217.76911413678252, + 218.68286708192343, + 219.59662002706432, + 220.51037297220523, + 221.42412591734615, + 222.33787886248706, + 223.25163180762794, + 224.16538475276886, + 225.0791376979098, + 225.9928906430507, + 226.9066435881916, + 227.8203965333325, + 228.73414947847343, + 229.64790242361434, + 230.56165536875523, + 231.47540831389617, + 232.38916125903708, + 233.302914204178, + 234.21666714931888, + 235.1304200944598, + 236.0441730396007, + 236.95792598474162, + 237.87167892988253, + 238.78543187502345, + 239.69918482016436, + 240.61293776530528, + 241.52669071044616, + 242.44044365558707, + 243.354196600728, + 244.26794954586893, + 245.18170249100982, + 246.09545543615073, + 247.00920838129164, + 247.92296132643256, + 248.83671427157344, + 249.75046721671436, + 250.66422016185527, + 251.5779731069962, + 252.4917260521371, + 253.405478997278, + 254.31923194241892, + 255.2329848875598, + 256.1467378327007, + 257.0604907778416, + 257.9742437229826, + 258.8879966681235, + 259.8017496132644, + 260.71550255840526, + 261.6292555035462, + 262.5430084486871, + 263.45676139382806, + 264.3705143389689, + 265.28426728410983, + 266.19802022925074, + 267.11177317439166, + 268.02552611953257, + 268.9392790646735, + 269.8530320098144, + 270.7667849549553, + 271.6805379000962, + 272.5942908452371, + 273.50804379037805, + 274.42179673551897, + 275.3355496806598, + 276.2493026258008, + 277.16305557094165, + 278.0768085160826, + 278.9905614612235, + 279.9043144063644, + 280.8180673515053, + 281.7318202966462, + 282.64557324178713, + 283.55932618692805, + 284.47307913206896, + 285.3868320772099, + 286.3005850223508, + 287.21433796749164, + 288.1280909126326, + 289.04184385777353, + 289.9555968029144, + 290.86934974805536, + 291.7831026931962, + 292.6968556383372, + 293.61060858347804, + 294.52436152861895, + 295.4381144737599, + 296.3518674189008, + 297.2656203640417, + 298.1793733091826, + 299.0931262543235, + 300.00687919946444, + 300.92063214460535, + 301.83438508974626, + 302.7481380348872, + 303.6618909800281, + 304.57564392516895, + 305.4893968703099, + 306.4031498154508, + 307.31690276059174, + 308.23065570573266, + 309.1444086508735, + 310.0581615960145, + 310.97191454115534, + 311.88566748629626, + 312.79942043143717, + 313.7131733765781, + 314.62692632171905, + 315.5406792668599, + 316.4544322120008, + 317.36818515714174, + 318.28193810228265, + 319.1956910474235, + 320.1094439925645, + 321.02319693770534, + 321.9369498828463, + 322.8507028279872, + 323.7644557731281, + 324.67820871826905, + 325.5919616634099, + 326.5057146085508, + 327.41946755369173, + 328.33322049883265, + 329.2469734439736, + 330.1607263891145, + 331.0744793342554, + 331.9882322793963, + 332.9019852245372, + 333.81573816967807, + 334.72949111481904, + 335.64324405995995, + 336.5569970051008, + 337.4707499502418, + 338.38450289538264, + 339.2982558405236, + 340.21200878566447, + 341.1257617308054, + 342.03951467594635, + 342.9532676210872, + 343.8670205662281, + 344.78077351136903, + 345.69452645650995, + 346.60827940165086, + 347.5220323467918, + 348.4357852919327, + 349.3495382370736, + 350.2632911822145, + 351.1770441273554, + 352.09079707249634, + 353.0045500176372, + 353.91830296277817, + 354.8320559079191, + 355.74580885305994, + 356.6595617982009, + 357.57331474334177, + 358.4870676884827, + 359.4008206336236, + 360.3145735787645, + 361.2283265239055, + 362.14207946904634, + 363.05583241418725, + 363.96958535932816, + 364.8833383044691, + 365.79709124960993, + 366.7108441947509, + 367.62459713989176, + 368.53835008503273, + 369.45210303017365, + 370.3658559753145, + 371.2796089204555, + 372.19336186559633, + 373.10711481073724, + 374.02086775587816, + 374.93462070101907, + 375.84837364616004, + 376.7621265913009, + 377.6758795364418, + 378.5896324815827, + 379.50338542672364, + 380.4171383718645, + 381.33089131700547, + 382.2446442621464, + 383.1583972072873, + 384.0721501524282, + 384.98590309756906, + 385.89965604271003, + 386.8134089878509, + 387.7271619329918, + 388.6409148781328, + 389.55466782327363, + 390.4684207684146, + 391.38217371355546, + 392.2959266586964, + 393.2096796038373, + 394.1234325489782, + 395.0371854941191, + 395.95093843926, + 396.86469138440094, + 397.77844432954186, + 398.69219727468277, + 399.6059502198236, + 400.5197031649646, + 401.4334561101055, + 402.34720905524637, + 403.26096200038734, + 404.1747149455282, + 405.08846789066916, + 406.00222083581, + 406.91597378095094, + 407.82972672609185, + 408.74347967123276, + 409.6572326163737, + 410.5709855615146, + 411.4847385066555, + 412.3984914517964, + 413.31224439693733, + 414.2259973420782, + 415.13975028721916, + 416.0535032323601, + 416.96725617750093, + 417.8810091226419, + 418.79476206778276, + 419.7085150129237, + 420.6222679580646, + 421.5360209032055, + 422.44977384834647, + 423.3635267934873, + 424.27727973862824, + 425.19103268376915, + 426.10478562891007, + 427.0185385740509, + 427.9322915191919, + 428.8460444643328, + 429.7597974094737, + 430.67355035461463, + 431.5873032997555, + 432.50105624489646, + 433.4148091900373, + 434.32856213517823, + 435.2423150803192, + 436.15606802546006, + 437.06982097060103, + 437.9835739157419, + 438.8973268608828, + 439.8110798060237, + 440.7248327511646, + 441.63858569630554, + 442.55233864144645, + 443.46609158658737, + 444.3798445317283, + 445.2935974768692, + 446.20735042201005, + 447.121103367151, + 448.0348563122919, + 448.9486092574328, + 449.86236220257376, + 450.7761151477146, + 451.6898680928556, + 452.60362103799645, + 453.51737398313736, + 454.4311269282783, + 455.3448798734192, + 456.2586328185601 + ], + "xaxis": "x", + "y": [ + 0.0013928541091450732, + 0.001392300430603115, + 0.0013904124392415047, + 0.001387195562718015, + 0.0013826590376867067, + 0.0013768158656099145, + 0.0013696827506757528, + 0.001361280020236061, + 0.0013516315282951243, + 0.001340764542690461, + 0.0013287096167124042, + 0.0013155004460083256, + 0.0013011737117092246, + 0.0012857689108005206, + 0.0012693281748343132, + 0.0012518960781467607, + 0.0012335194368010148, + 0.0012142470995229393, + 0.0011941297319334014, + 0.0011732195954070545, + 0.0011515703219031686, + 0.0011292366861192053, + 0.0011062743763126446, + 0.0010827397651212401, + 0.0010586896816867238, + 0.0010341811863524416, + 0.001009271349161864, + 0.0009840170333330544, + 0.0009584746848245711, + 0.0009327001290415152, + 0.0009067483756574538, + 0.0008806734324493231, + 0.000854528128959072, + 0.0008283639507085595, + 0.0008022308846038954, + 0.0007761772760728681, + 0.0007502496983852414, + 0.0007244928345112585, + 0.0006989493717795957, + 0.0006736599095029791, + 0.0006486628796484646, + 0.0006239944805407691, + 0.000599688623501571, + 0.0005757768922461259, + 0.0005522885147812559, + 0.0005292503474764313, + 0.0005066868709125321, + 0.0004846201970514338, + 0.0004630700872140491, + 0.0004420539803050787, + 0.0004215870306797014, + 0.0004016821550107683, + 0.000382350087484896, + 0.00036359944263201723, + 0.0003454367850754733, + 0.0003278667054783889, + 0.00031089190195668706, + 0.0002945132662294606, + 0.0002787299737831739, + 0.00026353957733706506, + 0.0002489381029127488, + 0.00023492014783104768, + 0.0002214789799830594, + 0.00020860663775003574, + 0.00019629402997732053, + 0.00018453103544100005, + 0.00017330660128156222, + 0.00016260883991636702, + 0.00015242512398164947, + 0.00014274217889469155, + 0.0001335461726673515, + 0.00012482280264290244, + 0.00011655737886880517, + 0.00010873490385823894, + 0.00010134014853267503, + 9.435772417619405e-05, + 8.77721502693747e-05, + 8.156791810620417e-05, + 7.572955013137057e-05, + 7.024165496733478e-05, + 6.508897813061692e-05, + 6.025644846463931e-05, + 5.572922034218937e-05, + 5.1492711714025186e-05, + 4.753263810132081e-05, + 4.383504264853666e-05, + 4.038632236990446e-05, + 3.7173250737082774e-05, + 3.418299676770878e-05, + 3.140314078462614e-05, + 2.882168702357768e-05, + 2.6427073273218618e-05, + 2.4208177735531936e-05, + 2.215432329723157e-05, + 2.0255279403631784e-05, + 1.8501261725878774e-05, + 1.688292981050423e-05, + 1.5391382897102766e-05, + 1.4018154085685489e-05, + 1.2755203030049926e-05, + 1.1594907327459545e-05, + 1.0530052768163719e-05, + 9.553822600936593e-06, + 8.659785962976906e-06, + 7.841885614305762e-06, + 7.0944251083208995e-06, + 6.41205552151299e-06, + 5.789761856606991e-06, + 5.2228492246416444e-06, + 4.7069289028125034e-06, + 4.237904356347719e-06, + 3.8119573043143803e-06, + 3.4255339011206058e-06, + 3.0753310976256465e-06, + 2.7582832382348245e-06, + 2.4715489431676665e-06, + 2.2124983182697254e-06, + 1.9787005283097998e-06, + 1.7679117636769964e-06, + 1.5780636247736798e-06, + 1.40725194319502e-06, + 1.2537260539911697e-06, + 1.1158785289214514e-06, + 9.922353766217067e-07, + 8.81446712007275e-07, + 7.822778940108348e-07, + 6.936011278926394e-07, + 6.143875258431997e-07, + 5.436996174081749e-07, + 4.806842993827909e-07, + 4.245662132295888e-07, + 3.746415367485628e-07, + 3.302721756530216e-07, + 2.908803398579126e-07, + 2.5594348865005824e-07, + 2.249896284628469e-07, + 1.9759294670240525e-07, + 1.733697649504749e-07, + 1.519747948837277e-07, + 1.330976803838278e-07, + 1.1645980955174897e-07, + 1.0181138066924044e-07, + 8.892870655640626e-08, + 7.761174224466006e-08, + 6.768182140742541e-08, + 5.897958755632762e-08, + 5.1363106608831846e-08, + 4.470614805577e-08, + 3.889662259630857e-08, + 3.383516475692904e-08, + 2.943384966397775e-08, + 2.561503379116981e-08, + 2.231031014970065e-08, + 1.945956902564286e-08, + 1.7010155993984532e-08, + 1.4916119548554026e-08, + 1.3137541280194711e-08, + 1.1639942110472773e-08, + 1.0393758643883814e-08, + 9.373884237356321e-09, + 8.559269901555243e-09, + 7.932580644104922e-09, + 7.47990334067589e-09, + 7.1905026764635385e-09, + 7.0566221386518515e-09, + 7.073327460920212e-09, + 7.238390324944338e-09, + 7.552210512327077e-09, + 8.017775074702763e-09, + 8.64065345119726e-09, + 9.42902781233894e-09, + 1.0393758249275904e-08, + 1.1548482758139352e-08, + 1.2909752292977359e-08, + 1.4497201478213585e-08, + 1.6333755884381135e-08, + 1.8445877080217394e-08, + 2.086384698128692e-08, + 2.3622093321290705e-08, + 2.6759558378177398e-08, + 3.032011339410608e-08, + 3.435302143709705e-08, + 3.8913451763669117e-08, + 4.4063049056554995e-08, + 4.9870561230327746e-08, + 5.641252982086031e-08, + 6.37740473023308e-08, + 7.2049586008134e-08, + 8.13439036696026e-08, + 9.177303092873911e-08, + 1.0346534652791383e-07, + 1.1656274623025547e-07, + 1.3122191187853694e-07, + 1.4761568735695424e-07, + 1.6593456857821474e-07, + 1.8638831497655343e-07, + 2.0920769034422102e-07, + 2.3464634120283878e-07, + 2.629828212499928e-07, + 2.945227707631937e-07, + 3.2960126017550396e-07, + 3.685853073570128e-07, + 4.1187657844085167e-07, + 4.599142823185616e-07, + 5.131782691935174e-07, + 5.721923438192281e-07, + 6.375278042574868e-07, + 7.098072171652157e-07, + 7.897084407537392e-07, + 8.779689066553553e-07, + 9.753901719741504e-07, + 1.0828427527858796e-06, + 1.201271250279372e-06, + 1.3316997805941067e-06, + 1.475237719198559e-06, + 1.633085770366332e-06, + 1.8065423719348343e-06, + 1.9970104450686264e-06, + 2.206004498189746e-06, + 2.4351580935740596e-06, + 2.686231684339349e-06, + 2.9611208286618695e-06, + 3.261864787046067e-06, + 3.5906555073330795e-06, + 3.949847000859817e-06, + 4.341965111768679e-06, + 4.769717679912106e-06, + 5.236005096092703e-06, + 5.7439312465255715e-06, + 6.296814841400304e-06, + 6.898201120255923e-06, + 7.551873924560193e-06, + 8.261868125406328e-06, + 9.032482391605359e-06, + 9.868292280663542e-06, + 1.077416363219651e-05, + 1.1755266240247427e-05, + 1.281708777775485e-05, + 1.396544794306212e-05, + 1.5206512794886943e-05, + 1.6546809238586427e-05, + 1.799323962287207e-05, + 1.9553096402368002e-05, + 2.1234076817580878e-05, + 2.3044297539975427e-05, + 2.499230922595372e-05, + 2.7087110919633128e-05, + 2.933816424043931e-05, + 3.175540728769538e-05, + 3.434926819062973e-05, + 3.7130678228566786e-05, + 4.0111084442543957e-05, + 4.330246165623963e-05, + 4.671732382093927e-05, + 5.036873459633486e-05, + 5.427031707630338e-05, + 5.84362625664378e-05, + 6.28813383180952e-05, + 6.762089412206846e-05, + 7.267086766375242e-05, + 7.804778854086613e-05, + 8.376878084447555e-05, + 8.985156420422446e-05, + 9.631445319941433e-05, + 0.00010317635503882872, + 0.00011045676541408231, + 0.00011817576243373745, + 0.0001263539985485417, + 0.0001350126903819059, + 0.00014417360638411858, + 0.0001538590522339167, + 0.00016409185391673317, + 0.00017489533841538661, + 0.00018629331195603284, + 0.00019831003575992943, + 0.000210970199259918, + 0.000224298890749494, + 0.00023832156544187165, + 0.0002530640109265564, + 0.0002685523100215312, + 0.00028481280103023683, + 0.00030187203542399887, + 0.0003197567329823989, + 0.0003384937344362318, + 0.0003581099516700771, + 0.0003786323155540257, + 0.00040008772148679325, + 0.00042250297274507503, + 0.0004459047217466481, + 0.0004703194093471383, + 0.0004957732023027474, + 0.0005222919290430316, + 0.0005499010139095699, + 0.000578625410027394, + 0.0006084895309866739, + 0.0006395171815220856, + 0.0006717314873866474, + 0.0007051548246252386, + 0.0007398087484607493, + 0.0007757139220126397, + 0.0008128900450734267, + 0.0008513557831736155, + 0.0008911286971692596, + 0.0009322251735890913, + 0.0009746603559798745, + 0.0010184480774888943, + 0.00106360079492206, + 0.0011101295245140265, + 0.001158043779643934, + 0.0012073515107261022, + 0.0012580590474998124, + 0.0013101710439358532, + 0.0013636904259701683, + 0.0014186183422663329, + 0.001474954118199225, + 0.0015326952132418117, + 0.0015918371819256417, + 0.0016523736385337187, + 0.0017142962256714205, + 0.001777594586847739, + 0.0018422563431851893, + 0.001908267074361781, + 0.0019756103038739694, + 0.002044267488693673, + 0.00211421801337718, + 0.002185439188667906, + 0.002257906254619026, + 0.0023315923882462376, + 0.00240646871570507, + 0.002482504328971636, + 0.002559666306989895, + 0.002637919741234001, + 0.002717227765618925, + 0.002797551590678432, + 0.002878850541915805, + 0.002961082102218806, + 0.0030442019582183713, + 0.003128164050457374, + 0.0032129206272254584, + 0.0032984223019039876, + 0.0033846181136559326, + 0.0034714555912857673, + 0.0035588808200859075, + 0.0036468385114785317, + 0.0037352720752546423, + 0.0038241236942059063, + 0.003913334400939658, + 0.004002844156662661, + 0.004092591931715725, + 0.004182515787638264, + 0.004272552960539925, + 0.004362639945554711, + 0.004452712582153528, + 0.004542706140090145, + 0.004632555405758023, + 0.004722194768736474, + 0.004811558308307673, + 0.004900579879729992, + 0.0049891932000563355, + 0.005077331933292582, + 0.005164929774695695, + 0.00525192053401843, + 0.005338238217514517, + 0.005423817108525945, + 0.0055085918464826715, + 0.005592497504154541, + 0.005675469663004326, + 0.005757444486502218, + 0.005838358791272287, + 0.005918150115953231, + 0.005996756787667958, + 0.006074117986008654, + 0.006150173804456977, + 0.006224865309172301, + 0.006298134595094319, + 0.00636992483932005, + 0.006440180351729052, + 0.0065088466228447675, + 0.0065758703689338385, + 0.006641199574359158, + 0.006704783531216076, + 0.006766572876294828, + 0.006826519625425645, + 0.006884577205275439, + 0.006940700482677834, + 0.006994845791589516, + 0.0070469709577774655, + 0.007097035321351828, + 0.007144999757268531, + 0.007190826693934527, + 0.00723448013005617, + 0.007275925649877527, + 0.007315130436960918, + 0.007352063286666159, + 0.007386694617487609, + 0.00741899648141006, + 0.007448942573444138, + 0.007476508240501234, + 0.0075016704897649025, + 0.007524407996711769, + 0.007544701112929454, + 0.007562531873872285, + 0.0075778840066867284, + 0.0075907429382294535, + 0.0076010958033893555, + 0.007608931453813057, + 0.007614240467119599, + 0.00761701515667561, + 0.0076172495819868905, + 0.00761493955974523, + 0.007610082675552938, + 0.0076026782963285145, + 0.0075927275833794034, + 0.007580233506108046, + 0.007565200856298983, + 0.00754763626291475, + 0.007527548207310028, + 0.0075049470387534055, + 0.00747984499012872, + 0.007452256193668736, + 0.0074221966965575025, + 0.007389684476220614, + 0.007354739455107489, + 0.007317383514755457, + 0.007277640508912333, + 0.00723553627548319, + 0.007191098647056712, + 0.0071443574597583525, + 0.007095344560172175, + 0.007044093810067686, + 0.006990641088666608, + 0.00693502429218399, + 0.0068772833303802575, + 0.006817460119864631, + 0.00675559857389726, + 0.006691744588445424, + 0.0066259460242609255, + 0.006558252684757504, + 0.006488716289483778, + 0.0064173904430033036, + 0.0063443305990130185, + 0.006269594019552687, + 0.006193239729180196, + 0.006115328464012798, + 0.006035922615559836, + 0.005955086169300027, + 0.0058728846379848525, + 0.005789384989678869, + 0.005704655570578057, + 0.005618766022677905, + 0.005531787196393897, + 0.005443791058268461, + 0.005354850593929068, + 0.00526503970649313, + 0.005174433110645124, + 0.0050831062226412765, + 0.004991135046524284, + 0.004898596056858817, + 0.004805566078323362, + 0.004712122162517905, + 0.004618341462369521, + 0.00452430110453754, + 0.004430078060238186, + 0.004335749014924039, + 0.004241390237266862, + 0.0041470774479031025, + 0.004052885688409166, + 0.003958889190978777, + 0.003865161249277615, + 0.003771774090949612, + 0.0036787987522466548, + 0.0035863049552472357, + 0.00349436098812115, + 0.003403033588885977, + 0.0033123878330871617, + 0.0032224870258168864, + 0.003133392598468296, + 0.0030451640106003664, + 0.002957858657265282, + 0.0028715317821253034, + 0.002786236396658572, + 0.002702023205725277, + 0.0026189405397348373, + 0.002537034293624348, + 0.0024563478728255343, + 0.002376922146365221, + 0.0022987954072102, + 0.002222003339934133, + 0.0021465789957498117, + 0.0020725527749166127, + 0.001999952416499506, + 0.0019288029954230427, + 0.0018591269267318783, + 0.0017909439769381247, + 0.0017242712823057574, + 0.001659123373894034, + 0.001595512209154092, + 0.0015334472098479132, + 0.0014729353060345175, + 0.0014139809858466038 + ], + "yaxis": "y" + } + ], + "layout": { + "barmode": "overlay", + "font": { + "size": 18 + }, + "hovermode": "closest", + "legend": { + "traceorder": "reversed" + }, + "plot_bgcolor": "#F5F5F8", + "showlegend": false, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "heatmapgl": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmapgl" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "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, + "#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, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 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, + "#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 + } + } + }, + "title": { + "text": "Income" + }, + "xaxis": { + "anchor": "y2", + "domain": [ + 0, + 1 + ], + "zeroline": false + }, + "yaxis": { + "anchor": "free", + "domain": [ + 0, + 1 + ], + "position": 0 + } + } + }, + "text/html": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "dist_1d(df['income'], title='Income')" ] }, { @@ -338,7 +68915,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 18, "metadata": {}, "outputs": [], "source": [ @@ -357,27 +68934,3830 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 19, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", - "text/plain": [ - "
" + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "fill": "tozeroy", + "hovertemplate": "None
Frequency: %{y}", + "marker": { + "color": "#000036" + }, + "mode": "lines", + "showlegend": true, + "type": "scatter", + "x": [ + 0.0003104871070527752, + 0.0023094782166634764, + 0.004308469326274178, + 0.006307460435884879, + 0.00830645154549558, + 0.010305442655106281, + 0.012304433764716982, + 0.014303424874327684, + 0.016302415983938386, + 0.018301407093549087, + 0.02030039820315979, + 0.02229938931277049, + 0.02429838042238119, + 0.02629737153199189, + 0.028296362641602592, + 0.030295353751213294, + 0.032294344860824, + 0.0342933359704347, + 0.0362923270800454, + 0.0382913181896561, + 0.0402903092992668, + 0.0422893004088775, + 0.044288291518488204, + 0.046287282628098905, + 0.048286273737709606, + 0.05028526484732031, + 0.05228425595693101, + 0.054283247066541716, + 0.05628223817615241, + 0.05828122928576311, + 0.06028022039537381, + 0.06227921150498452, + 0.06427820261459523, + 0.06627719372420593, + 0.06827618483381663, + 0.07027517594342733, + 0.07227416705303803, + 0.07427315816264873, + 0.07627214927225943, + 0.07827114038187012, + 0.08027013149148084, + 0.08226912260109154, + 0.08426811371070224, + 0.08626710482031294, + 0.08826609592992364, + 0.09026508703953434, + 0.09226407814914504, + 0.09426306925875576, + 0.09626206036836644, + 0.09826105147797715, + 0.10026004258758785, + 0.10225903369719855, + 0.10425802480680925, + 0.10625701591641995, + 0.10825600702603067, + 0.11025499813564137, + 0.11225398924525205, + 0.11425298035486275, + 0.11625197146447346, + 0.11825096257408416, + 0.12024995368369486, + 0.12224894479330557, + 0.12424793590291627, + 0.12624692701252696, + 0.12824591812213768, + 0.1302449092317484, + 0.13224390034135908, + 0.1342428914509698, + 0.13624188256058048, + 0.13824087367019117, + 0.14023986477980188, + 0.14223885588941257, + 0.14423784699902328, + 0.14623683810863397, + 0.14823582921824469, + 0.15023482032785537, + 0.1522338114374661, + 0.15423280254707677, + 0.15623179365668746, + 0.1582307847662982, + 0.1602297758759089, + 0.1622287669855196, + 0.1642277580951303, + 0.166226749204741, + 0.1682257403143517, + 0.1702247314239624, + 0.1722237225335731, + 0.17422271364318379, + 0.1762217047527945, + 0.1782206958624052, + 0.1802196869720159, + 0.1822186780816266, + 0.1842176691912373, + 0.18621666030084802, + 0.18821565141045873, + 0.19021464252006942, + 0.1922136336296801, + 0.19421262473929082, + 0.1962116158489015, + 0.19821060695851223, + 0.2002095980681229, + 0.20220858917773363, + 0.20420758028734431, + 0.206206571396955, + 0.20820556250656572, + 0.2102045536161764, + 0.21220354472578712, + 0.21420253583539783, + 0.21620152694500855, + 0.21820051805461924, + 0.22019950916422995, + 0.22219850027384064, + 0.22419749138345132, + 0.22619648249306204, + 0.22819547360267273, + 0.23019446471228344, + 0.23219345582189413, + 0.23419244693150484, + 0.23619143804111553, + 0.23819042915072625, + 0.24018942026033693, + 0.24218841136994765, + 0.24418740247955836, + 0.24618639358916905, + 0.24818538469877977, + 0.2501843758083904, + 0.25218336691800114, + 0.25418235802761185, + 0.25618134913722257, + 0.2581803402468333, + 0.260179331356444, + 0.26217832246605466, + 0.2641773135756654, + 0.2661763046852761, + 0.2681752957948868, + 0.27017428690449746, + 0.2721732780141082, + 0.2741722691237189, + 0.27617126023332955, + 0.27817025134294027, + 0.280169242452551, + 0.2821682335621617, + 0.28416722467177236, + 0.28616621578138307, + 0.2881652068909938, + 0.2901641980006045, + 0.29216318911021516, + 0.2941621802198259, + 0.2961611713294366, + 0.29816016243904725, + 0.30015915354865796, + 0.3021581446582687, + 0.3041571357678794, + 0.30615612687749005, + 0.30815511798710077, + 0.3101541090967115, + 0.31215310020632214, + 0.3141520913159329, + 0.31615108242554363, + 0.31815007353515434, + 0.320149064644765, + 0.3221480557543757, + 0.32414704686398643, + 0.32614603797359715, + 0.3281450290832078, + 0.3301440201928185, + 0.33214301130242924, + 0.3341420024120399, + 0.3361409935216506, + 0.3381399846312613, + 0.34013897574087204, + 0.3421379668504827, + 0.3441369579600934, + 0.34613594906970413, + 0.3481349401793148, + 0.3501339312889255, + 0.3521329223985362, + 0.35413191350814693, + 0.3561309046177576, + 0.3581298957273683, + 0.360128886836979, + 0.3621278779465897, + 0.3641268690562004, + 0.3661258601658111, + 0.3681248512754218, + 0.37012384238503254, + 0.37212283349464326, + 0.37412182460425397, + 0.3761208157138647, + 0.37811980682347535, + 0.38011879793308606, + 0.3821177890426968, + 0.38411678015230744, + 0.38611577126191815, + 0.38811476237152887, + 0.3901137534811396, + 0.39211274459075024, + 0.39411173570036095, + 0.39611072680997167, + 0.39810971791958233, + 0.40010870902919304, + 0.40210770013880376, + 0.4041066912484145, + 0.40610568235802513, + 0.40810467346763585, + 0.41010366457724656, + 0.4121026556868572, + 0.41410164679646794, + 0.41610063790607865, + 0.41809962901568937, + 0.4200986201253, + 0.42209761123491074, + 0.42409660234452146, + 0.42609559345413217, + 0.4280945845637429, + 0.4300935756733536, + 0.4320925667829643, + 0.434091557892575, + 0.4360905490021857, + 0.4380895401117964, + 0.4400885312214071, + 0.4420875223310178, + 0.4440865134406285, + 0.4460855045502392, + 0.44808449565984987, + 0.4500834867694606, + 0.4520824778790713, + 0.454081468988682, + 0.4560804600982927, + 0.4580794512079034, + 0.4600784423175141, + 0.4620774334271248, + 0.4640764245367355, + 0.4660754156463462, + 0.4680744067559569, + 0.47007339786556757, + 0.4720723889751783, + 0.474071380084789, + 0.4760703711943997, + 0.47806936230401037, + 0.4800683534136211, + 0.4820673445232318, + 0.4840663356328425, + 0.48606532674245323, + 0.48806431785206394, + 0.49006330896167466, + 0.4920623000712853, + 0.49406129118089603, + 0.49606028229050675, + 0.4980592734001174, + 0.5000582645097281, + 0.5020572556193388, + 0.5040562467289494, + 0.5060552378385602, + 0.5080542289481709, + 0.5100532200577815, + 0.5120522111673923, + 0.514051202277003, + 0.5160501933866137, + 0.5180491844962244, + 0.5200481756058352, + 0.5220471667154458, + 0.5240461578250565, + 0.5260451489346671, + 0.5280441400442779, + 0.5300431311538886, + 0.5320421222634993, + 0.53404111337311, + 0.5360401044827208, + 0.5380390955923313, + 0.5400380867019421, + 0.5420370778115527, + 0.5440360689211635, + 0.5460350600307742, + 0.548034051140385, + 0.5500330422499956, + 0.5520320333596063, + 0.5540310244692169, + 0.5560300155788277, + 0.5580290066884384, + 0.5600279977980491, + 0.5620269889076598, + 0.5640259800172706, + 0.5660249711268811, + 0.5680239622364919, + 0.5700229533461026, + 0.5720219444557133, + 0.5740209355653241, + 0.5760199266749347, + 0.5780189177845455, + 0.5800179088941562, + 0.5820169000037668, + 0.5840158911133775, + 0.5860148822229883, + 0.5880138733325989, + 0.5900128644422097, + 0.5920118555518203, + 0.5940108466614311, + 0.5960098377710417, + 0.5980088288806524, + 0.6000078199902631, + 0.6020068110998739, + 0.6040058022094845, + 0.6060047933190953, + 0.608003784428706, + 0.6100027755383166, + 0.6120017666479273, + 0.614000757757538, + 0.6159997488671487, + 0.6179987399767595, + 0.6199977310863701, + 0.6219967221959809, + 0.6239957133055914, + 0.6259947044152022, + 0.627993695524813, + 0.6299926866344236, + 0.6319916777440344, + 0.6339906688536451, + 0.6359896599632558, + 0.6379886510728664, + 0.6399876421824772, + 0.6419866332920878, + 0.6439856244016986, + 0.6459846155113093, + 0.64798360662092, + 0.6499825977305307, + 0.6519815888401415, + 0.653980579949752, + 0.6559795710593628, + 0.6579785621689734, + 0.6599775532785842, + 0.6619765443881949, + 0.6639755354978056, + 0.6659745266074163, + 0.667973517717027, + 0.6699725088266376, + 0.6719714999362484, + 0.673970491045859, + 0.6759694821554698, + 0.6779684732650805, + 0.6799674643746912, + 0.6819664554843018, + 0.6839654465939126, + 0.6859644377035233, + 0.687963428813134, + 0.6899624199227448, + 0.6919614110323554, + 0.6939604021419662, + 0.6959593932515767, + 0.6979583843611875, + 0.6999573754707982, + 0.7019563665804089, + 0.7039553576900196, + 0.7059543487996304, + 0.707953339909241, + 0.7099523310188517, + 0.7119513221284623, + 0.7139503132380731, + 0.7159493043476838, + 0.7179482954572945, + 0.7199472865669052, + 0.721946277676516, + 0.7239452687861265, + 0.7259442598957373, + 0.727943251005348, + 0.7299422421149587, + 0.7319412332245694, + 0.7339402243341802, + 0.7359392154437908, + 0.7379382065534015, + 0.7399371976630122, + 0.7419361887726229, + 0.7439351798822337, + 0.7459341709918443, + 0.7479331621014551, + 0.7499321532110658, + 0.7519311443206765, + 0.7539301354302871, + 0.7559291265398979, + 0.7579281176495085, + 0.7599271087591193, + 0.76192609986873, + 0.7639250909783407, + 0.7659240820879514, + 0.767923073197562, + 0.7699220643071727, + 0.7719210554167835, + 0.7739200465263941, + 0.7759190376360049, + 0.7779180287456156, + 0.7799170198552263, + 0.7819160109648369, + 0.7839150020744476, + 0.7859139931840583, + 0.7879129842936691, + 0.7899119754032797, + 0.7919109665128905, + 0.7939099576225012, + 0.7959089487321118, + 0.7979079398417226, + 0.7999069309513333, + 0.801905922060944, + 0.8039049131705547, + 0.8059039042801655, + 0.8079028953897761, + 0.8099018864993868, + 0.8119008776089974, + 0.8138998687186082, + 0.8158988598282189, + 0.8178978509378296, + 0.8198968420474403, + 0.8218958331570511, + 0.8238948242666616, + 0.8258938153762724, + 0.827892806485883, + 0.8298917975954938, + 0.8318907887051045, + 0.8338897798147152, + 0.8358887709243259, + 0.8378877620339367, + 0.8398867531435472, + 0.841885744253158, + 0.8438847353627686, + 0.8458837264723794, + 0.8478827175819901, + 0.8498817086916008, + 0.8518806998012115, + 0.8538796909108222, + 0.8558786820204329, + 0.8578776731300436, + 0.8598766642396544, + 0.861875655349265, + 0.8638746464588758, + 0.8658736375684865, + 0.8678726286780971, + 0.8698716197877078, + 0.8718706108973185, + 0.8738696020069292, + 0.87586859311654, + 0.8778675842261506, + 0.8798665753357614, + 0.881865566445372, + 0.8838645575549827, + 0.8858635486645934, + 0.8878625397742042, + 0.8898615308838148, + 0.8918605219934256, + 0.8938595131030362, + 0.8958585042126469, + 0.8978574953222576, + 0.8998564864318683, + 0.901855477541479, + 0.9038544686510898, + 0.9058534597607004, + 0.9078524508703112, + 0.9098514419799217, + 0.9118504330895325, + 0.9138494241991433, + 0.9158484153087539, + 0.9178474064183647, + 0.9198463975279754, + 0.9218453886375861, + 0.9238443797471968, + 0.9258433708568075, + 0.9278423619664181, + 0.9298413530760289, + 0.9318403441856395, + 0.9338393352952503, + 0.935838326404861, + 0.9378373175144717, + 0.9398363086240823, + 0.9418352997336931, + 0.9438342908433037, + 0.9458332819529145, + 0.9478322730625252, + 0.9498312641721359, + 0.9518302552817466, + 0.9538292463913572, + 0.9558282375009679, + 0.9578272286105787, + 0.9598262197201893, + 0.9618252108298001, + 0.9638242019394108, + 0.9658231930490215, + 0.9678221841586322, + 0.9698211752682429, + 0.9718201663778536, + 0.9738191574874643, + 0.975818148597075, + 0.9778171397066857, + 0.9798161308162965, + 0.981815121925907, + 0.9838141130355178, + 0.9858131041451285, + 0.9878120952547392, + 0.9898110863643499, + 0.9918100774739607, + 0.9938090685835713, + 0.995808059693182, + 0.9978070508027926 + ], + "xaxis": "x", + "y": [ + 0.5080323158160681, + 0.5192931871309112, + 0.5305471461759739, + 0.541785448994934, + 0.5529993732477252, + 0.5641802376428872, + 0.575319421207974, + 0.5864083823264006, + 0.5974386774705014, + 0.6084019795624173, + 0.6192900958965446, + 0.6300949855598383, + 0.6408087762890773, + 0.6514237807073655, + 0.6619325118855981, + 0.6723276981783088, + 0.6826022972872907, + 0.6927495095104922, + 0.7027627901380641, + 0.7126358609618875, + 0.7223627208694887, + 0.7319376554979855, + 0.7413552459283607, + 0.7506103764051762, + 0.7596982410715208, + 0.7686143497137301, + 0.7773545325149815, + 0.7859149438214375, + 0.7942920649289184, + 0.8024827059024173, + 0.8104840064446751, + 0.8182934358339842, + 0.825908791954937, + 0.8333281994492062, + 0.840550107016546, + 0.8475732838990364, + 0.8543968155841333, + 0.8610200987642989, + 0.8674428355930186, + 0.8736650272785249, + 0.8796869670580517, + 0.8855092325963271, + 0.8911326778528876, + 0.896558424463163, + 0.9017878526785307, + 0.9068225919103964, + 0.9116645109230676, + 0.9163157077195373, + 0.9207784991635904, + 0.9250554103805342, + 0.929149163977729, + 0.9330626691247538, + 0.9367990105314394, + 0.9403614373605136, + 0.9437533521097874, + 0.9469782994969949, + 0.9500399553786174, + 0.9529421157320339, + 0.9556886857284212, + 0.9582836689219719, + 0.9607311565789809, + 0.9630353171685457, + 0.9652003860347782, + 0.9672306552686234, + 0.9691304637957501, + 0.9709041876952594, + 0.9725562307625586, + 0.9740910153281912, + 0.9755129733432389, + 0.9768265377405194, + 0.978036134079854, + 0.9791461724845821, + 0.9801610398756079, + 0.9810850925085053, + 0.981922648818451, + 0.982677982577172, + 0.9833553163655482, + 0.9839588153650486, + 0.9844925814707712, + 0.9849606477285157, + 0.9853669730980184, + 0.9857154375442061, + 0.986009837458025, + 0.9862538814082513, + 0.9864511862253437, + 0.9866052734181987, + 0.986719565924381, + 0.9867973851940631, + 0.9868419486076129, + 0.9868563672262944, + 0.9868436438752105, + 0.986806671556958, + 0.9867482321940813, + 0.9866709956976235, + 0.9865775193584798, + 0.9864702475574608, + 0.9863515117891921, + 0.9862235309940469, + 0.9860884121914412, + 0.9859481514068117, + 0.9858046348835857, + 0.9856596405704213, + 0.9855148398729051, + 0.9853717996578425, + 0.9852319844971443, + 0.9850967591372971, + 0.9849673911793253, + 0.9848450539531218, + 0.9847308295690923, + 0.9846257121291068, + 0.9845306110779705, + 0.9844463546757989, + 0.9843736935710925, + 0.9843133044537112, + 0.9842657937665507, + 0.9842317014543462, + 0.9842115047279686, + 0.9842056218223838, + 0.9842144157267221, + 0.9842381978650444, + 0.984277231706841, + 0.9843317362868959, + 0.9844018896148209, + 0.9844878319554708, + 0.9845896689624193, + 0.9847074746479376, + 0.984841294174076, + 0.9849911464509965, + 0.9851570265301898, + 0.9853389077818351, + 0.9855367438474097, + 0.985750470360344, + 0.9859800064295456, + 0.9862252558824715, + 0.986486108266465, + 0.9867624396090746, + 0.9870541129400413, + 0.987360978579726, + 0.9876828742006161, + 0.9880196246705392, + 0.9883710416880613, + 0.9887369232222757, + 0.9891170527709553, + 0.9895111984525188, + 0.9899191119487801, + 0.9903405273167086, + 0.9907751596886464, + 0.9912227038813176, + 0.9916828329349793, + 0.9921551966044895, + 0.9926394198247345, + 0.9931351011730378, + 0.9936418113512755, + 0.9941590917103948, + 0.9946864528396278, + 0.995223373242344, + 0.995769298119737, + 0.9963236382827474, + 0.9968857692116057, + 0.9974550302812045, + 0.9980307241692228, + 0.9986121164623902, + 0.9991984354747938, + 0.9997888722903142, + 1.0003825810396063, + 1.0009786794200202, + 1.00157624946501, + 1.0021743385675346, + 1.0027719607599326, + 1.003368098250687, + 1.0039617032164645, + 1.0045516998457893, + 1.0051369866287008, + 1.0057164388848046, + 1.0062889115202738, + 1.006853242002547, + 1.007408253539754, + 1.0079527584503662, + 1.008485561707086, + 1.0090054646376057, + 1.0095112687637475, + 1.0100017797594278, + 1.010475811506987, + 1.010932190230717, + 1.0113697586858508, + 1.0117873803808817, + 1.0121839438108577, + 1.0125583666792144, + 1.0129096000857722, + 1.013236632658905, + 1.0135384946100754, + 1.0138142616897017, + 1.0140630590238229, + 1.0142840648119813, + 1.014476513867543, + 1.0146397009828318, + 1.0147729841024529, + 1.0148757872895264, + 1.0149476034707023, + 1.0149879969472504, + 1.0149966056608861, + 1.0149731432043434, + 1.0149174005682218, + 1.0148292476169871, + 1.0147086342885032, + 1.01455559151279, + 1.014370231847229, + 1.0141527498265541, + 1.0139034220275165, + 1.0136226068491543, + 1.0133107440108413, + 1.0129683537714165, + 1.0125960358737054, + 1.0121944682196764, + 1.0117644052824022, + 1.011306676261771, + 1.0108221829915822, + 1.0103118976063585, + 1.0097768599767205, + 1.0092181749226672, + 1.008637009214539, + 1.0080345883718187, + 1.0074121932701214, + 1.00677115656712, + 1.006112858958194, + 1.0054387252729016, + 1.00475022042334, + 1.0040488452157212, + 1.0033361320364502, + 1.0026136404241353, + 1.0018829525390314, + 1.001145668541432, + 1.000403401890716, + 0.9996577745767256, + 0.998910412295381, + 0.9981629395804927, + 0.9974169749039505, + 0.9966741257566072, + 0.9959359837224147, + 0.9952041195586306, + 0.9944800782950997, + 0.9937653743660058, + 0.99306148678767, + 0.9923698543964137, + 0.9916918711607078, + 0.991028881582266, + 0.9903821762009242, + 0.989752987218616, + 0.9891424842578758, + 0.988551770270667, + 0.9879818776134774, + 0.9874337643048059, + 0.98690831048127, + 0.9864063150685731, + 0.9859284926835375, + 0.9854754707832868, + 0.9850477870773808, + 0.984645887218441, + 0.9842701227863064, + 0.9839207495802285, + 0.9835979262329387, + 0.9833017131595889, + 0.9830320718536898, + 0.9827888645410716, + 0.9825718542017327, + 0.982380704968144, + 0.9822149829071316, + 0.9820741571909523, + 0.9819576016614815, + 0.9818645967897474, + 0.981794332031134, + 0.9817459085747017, + 0.9817183424830623, + 0.9817105682172083, + 0.9817214425385785, + 0.9817497487785833, + 0.9817942014635924, + 0.9818534512813764, + 0.9819260903727788, + 0.9820106579304759, + 0.9821056460844784, + 0.9822095060523263, + 0.9823206545299092, + 0.9824374802972199, + 0.9825583510116714, + 0.982681620160215, + 0.9828056341401098, + 0.9829287394370733, + 0.9830492898685902, + 0.9831656538593473, + 0.9832762217151625, + 0.9833794128614395, + 0.9834736830119729, + 0.9835575312339526, + 0.9836295068753145, + 0.9836882163210267, + 0.9837323295455872, + 0.9837605864298834, + 0.9837718028117279, + 0.9837648762405554, + 0.9837387914083763, + 0.9836926252306513, + 0.9836255515525919, + 0.9835368454583754, + 0.9834258871628617, + 0.9832921654675946, + 0.9831352807652622, + 0.9829549475791214, + 0.9827509966264153, + 0.9825233763973532, + 0.9822721542436982, + 0.9819975169736559, + 0.9816997709522354, + 0.9813793417088229, + 0.9810367730561378, + 0.9806727257271736, + 0.9802879755390385, + 0.9798834110948559, + 0.9794600310369662, + 0.979018940866678, + 0.978561349347689, + 0.9780885645119334, + 0.9776019892882714, + 0.9771031167756693, + 0.9765935251838895, + 0.9760748724656138, + 0.9755488906648919, + 0.9750173800074056, + 0.9744822027586276, + 0.9739452768762423, + 0.9734085694833914, + 0.9728740901893047, + 0.9723438842837657, + 0.9718200258314971, + 0.9713046106922055, + 0.9707997494914188, + 0.9703075605665885, + 0.9698301629121555, + 0.9693696691464223, + 0.9689281785221074, + 0.96850777000148, + 0.968110495415882, + 0.9677383727283685, + 0.9673933794170314, + 0.9670774459955394, + 0.9667924496860865, + 0.9665402082590661, + 0.966322474052416, + 0.9661409281827089, + 0.9659971749588743, + 0.9658927365085052, + 0.965829047625713, + 0.9658074508486238, + 0.9658291917737577, + 0.9658954146137403, + 0.9660071580041149, + 0.9661653510643264, + 0.9663708097173883, + 0.9666242332721904, + 0.9669262012719503, + 0.9672771706118448, + 0.9676774729284919, + 0.9681273122636329, + 0.9686267630040052, + 0.9691757680991365, + 0.9697741375585369, + 0.9704215472294431, + 0.9711175378560847, + 0.9718615144211152, + 0.9726527457695984, + 0.9734903645156426, + 0.9743733672313919, + 0.9753006149177855, + 0.9762708337560442, + 0.9772826161383538, + 0.9783344219757962, + 0.9794245802809083, + 0.9805512910217364, + 0.9817126272434985, + 0.9829065374532587, + 0.9841308482622972, + 0.9853832672799095, + 0.9866613862516233, + 0.9879626844337707, + 0.9892845321955298, + 0.9906241948384521, + 0.9919788366225947, + 0.9933455249873087, + 0.9947212349537862, + 0.9961028536954516, + 0.997487185261339, + 0.9988709554367265, + 1.0002508167243727, + 1.0016233534289676, + 1.0029850868266597, + 1.0043324804009663, + 1.0056619451257582, + 1.0069698447757283, + 1.0082525012444155, + 1.009506199849754, + 1.01072719460714, + 1.0119117134501499, + 1.0130559633794487, + 1.0141561355208748, + 1.0152084100743444, + 1.0162089611361467, + 1.0171539613781357, + 1.0180395865685168, + 1.0188620199203435, + 1.0196174562552378, + 1.0203021059715853, + 1.020912198808214, + 1.021443987396489, + 1.021893750595778, + 1.0222577966094162, + 1.0225324658804251, + 1.022714133768629, + 1.0227992130129864, + 1.0227841559854247, + 1.0226654567446838, + 1.0224396529010413, + 1.0221033273050362, + 1.0216531095754706, + 1.0210856774840795, + 1.0203977582162138, + 1.019586129528687, + 1.0186476208276576, + 1.0175791141907662, + 1.0163775453591581, + 1.0150399047259597, + 1.0135632383485518, + 1.0119446490126385, + 1.010181297376221, + 1.0082704032216852, + 1.0062092468438273, + 1.003995170601082, + 1.001625580656269, + 0.9990979489320047, + 0.9964098153044048, + 0.9935587900568936, + 0.9905425566138941, + 0.9873588745717969, + 0.9840055830419906, + 0.9804806043179349, + 0.9767819478751181, + 0.9729077147095732, + 0.968856102017047, + 0.9646254082115068, + 0.9602140382777972, + 0.9556205094495608, + 0.95084345719968, + 0.9458816415265805, + 0.9407339535159134, + 0.9353994221533, + 0.9298772213600862, + 0.9241666772204175, + 0.9182672753644956, + 0.9121786684695489, + 0.9059006838369926, + 0.8994333310014063, + 0.8927768093243877, + 0.885931515524115, + 0.8788980510894661, + 0.8716772295260045, + 0.8642700833798985, + 0.8566778709850518, + 0.8489020828782411, + 0.8409444478271136, + 0.8328069384162619, + 0.8244917761374126, + 0.8160014359310798, + 0.8073386501286501, + 0.7985064117459988, + 0.7895079770821967, + 0.7803468675797932, + 0.7710268709063838, + 0.7615520412208172, + 0.7519266985912861, + 0.7421554275368786, + 0.7322430746685843, + 0.7221947454106068, + 0.7120157997877447, + 0.7017118472697765, + 0.6912887406691053, + 0.680752569093233, + 0.6701096499591566, + 0.659366520082207, + 0.6485299258573304, + 0.6376068125561722, + 0.6266043127686762, + 0.6155297340229984, + 0.6043905456226116, + 0.5931943647441743, + 0.581948941844333, + 0.5706621454278419, + 0.5593419462333709, + 0.5479964008969728, + 0.5366336351564233, + 0.525261826662568, + 0.5138891874662382 + ], + "yaxis": "y" + } + ], + "layout": { + "barmode": "overlay", + "font": { + "size": 18 + }, + "hovermode": "closest", + "legend": { + "traceorder": "reversed" + }, + "plot_bgcolor": "#F5F5F8", + "showlegend": false, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "heatmapgl": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmapgl" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "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, + "#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, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 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, + "#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 + } + } + }, + "title": { + "text": "Age" + }, + "xaxis": { + "anchor": "y2", + "domain": [ + 0, + 1 + ], + "zeroline": false + }, + "yaxis": { + "anchor": "free", + "domain": [ + 0, + 1 + ], + "position": 0 + } + } + }, + "text/html": [ + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ "age_cdf = copula.univariates[0].cdf(df['age'])\n", - "inc_cdf = copula.univariates[1].cdf(df['income'])\n", - "\n", - "side_by_side(hist_1d, {'Age': age_cdf, 'Income': inc_cdf})" + "dist_1d(age_cdf, title='Age')" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "fill": "tozeroy", + "hovertemplate": "None
Frequency: %{y}", + "marker": { + "color": "#000036" + }, + "mode": "lines", + "showlegend": true, + "type": "scatter", + "x": [ + 0.051391104735082585, + 0.053240700591615155, + 0.05509029644814773, + 0.0569398923046803, + 0.05878948816121288, + 0.060639084017745454, + 0.06248867987427802, + 0.06433827573081059, + 0.06618787158734317, + 0.06803746744387573, + 0.06988706330040831, + 0.07173665915694089, + 0.07358625501347346, + 0.07543585087000604, + 0.0772854467265386, + 0.07913504258307118, + 0.08098463843960375, + 0.08283423429613632, + 0.08468383015266889, + 0.08653342600920147, + 0.08838302186573405, + 0.09023261772226661, + 0.09208221357879919, + 0.09393180943533175, + 0.09578140529186432, + 0.0976310011483969, + 0.09948059700492948, + 0.10133019286146205, + 0.10317978871799462, + 0.1050293845745272, + 0.10687898043105976, + 0.10872857628759233, + 0.11057817214412491, + 0.11242776800065749, + 0.11427736385719006, + 0.11612695971372264, + 0.1179765555702552, + 0.11982615142678778, + 0.12167574728332035, + 0.12352534313985293, + 0.12537493899638552, + 0.12722453485291807, + 0.12907413070945062, + 0.13092372656598322, + 0.13277332242251577, + 0.13462291827904838, + 0.13647251413558092, + 0.1383221099921135, + 0.14017170584864608, + 0.14202130170517865, + 0.14387089756171123, + 0.14572049341824378, + 0.14757008927477638, + 0.14941968513130893, + 0.15126928098784154, + 0.15311887684437409, + 0.15496847270090663, + 0.15681806855743924, + 0.1586676644139718, + 0.1605172602705044, + 0.16236685612703694, + 0.16421645198356952, + 0.1660660478401021, + 0.16791564369663467, + 0.16976523955316725, + 0.1716148354096998, + 0.1734644312662324, + 0.17531402712276495, + 0.17716362297929755, + 0.1790132188358301, + 0.1808628146923627, + 0.18271241054889525, + 0.1845620064054278, + 0.1864116022619604, + 0.18826119811849296, + 0.19011079397502556, + 0.1919603898315581, + 0.1938099856880907, + 0.19565958154462326, + 0.19750917740115587, + 0.19935877325768842, + 0.20120836911422096, + 0.2030579649707535, + 0.20490756082728612, + 0.20675715668381867, + 0.20860675254035127, + 0.21045634839688382, + 0.21230594425341642, + 0.21415554010994897, + 0.21600513596648158, + 0.21785473182301412, + 0.21970432767954667, + 0.22155392353607928, + 0.22340351939261183, + 0.22525311524914443, + 0.22710271110567698, + 0.22895230696220958, + 0.23080190281874213, + 0.23265149867527474, + 0.23450109453180729, + 0.2363506903883399, + 0.23820028624487244, + 0.240049882101405, + 0.2418994779579376, + 0.24374907381447014, + 0.24559866967100275, + 0.2474482655275353, + 0.2492978613840679, + 0.25114745724060045, + 0.25299705309713305, + 0.2548466489536656, + 0.25669624481019815, + 0.2585458406667307, + 0.2603954365232633, + 0.26224503237979585, + 0.26409462823632845, + 0.265944224092861, + 0.2677938199493936, + 0.26964341580592616, + 0.27149301166245876, + 0.2733426075189913, + 0.27519220337552386, + 0.27704179923205646, + 0.278891395088589, + 0.2807409909451216, + 0.28259058680165416, + 0.28444018265818677, + 0.2862897785147193, + 0.2881393743712519, + 0.28998897022778447, + 0.291838566084317, + 0.2936881619408496, + 0.2955377577973822, + 0.2973873536539148, + 0.2992369495104473, + 0.30108654536697993, + 0.3029361412235125, + 0.304785737080045, + 0.30663533293657763, + 0.3084849287931102, + 0.3103345246496428, + 0.31218412050617533, + 0.31403371636270794, + 0.3158833122192405, + 0.31773290807577304, + 0.31958250393230564, + 0.3214320997888382, + 0.3232816956453708, + 0.32513129150190334, + 0.32698088735843595, + 0.3288304832149685, + 0.3306800790715011, + 0.33252967492803365, + 0.3343792707845662, + 0.3362288666410988, + 0.33807846249763135, + 0.33992805835416395, + 0.3417776542106965, + 0.3436272500672291, + 0.34547684592376166, + 0.34732644178029426, + 0.34917603763682675, + 0.35102563349335936, + 0.3528752293498919, + 0.35472482520642445, + 0.35657442106295706, + 0.3584240169194896, + 0.3602736127760222, + 0.36212320863255476, + 0.36397280448908736, + 0.3658224003456199, + 0.3676719962021525, + 0.36952159205868507, + 0.3713711879152176, + 0.3732207837717502, + 0.37507037962828277, + 0.3769199754848154, + 0.3787695713413479, + 0.3806191671978805, + 0.3824687630544131, + 0.3843183589109457, + 0.3861679547674782, + 0.3880175506240108, + 0.3898671464805434, + 0.39171674233707593, + 0.39356633819360853, + 0.3954159340501411, + 0.3972655299066737, + 0.39911512576320624, + 0.40096472161973884, + 0.4028143174762714, + 0.40466391333280394, + 0.40651350918933654, + 0.4083631050458691, + 0.4102127009024017, + 0.41206229675893424, + 0.41391189261546685, + 0.4157614884719994, + 0.417611084328532, + 0.41946068018506455, + 0.42131027604159715, + 0.4231598718981297, + 0.42500946775466225, + 0.42685906361119486, + 0.4287086594677274, + 0.43055825532426, + 0.43240785118079256, + 0.43425744703732516, + 0.4361070428938577, + 0.4379566387503903, + 0.43980623460692286, + 0.4416558304634554, + 0.443505426319988, + 0.44535502217652057, + 0.44720461803305317, + 0.4490542138895857, + 0.4509038097461183, + 0.45275340560265087, + 0.4546030014591835, + 0.456452597315716, + 0.4583021931722486, + 0.4601517890287812, + 0.4620013848853137, + 0.46385098074184633, + 0.4657005765983788, + 0.46755017245491143, + 0.469399768311444, + 0.4712493641679766, + 0.47309896002450913, + 0.4749485558810417, + 0.4767981517375743, + 0.47864774759410683, + 0.48049734345063944, + 0.482346939307172, + 0.4841965351637046, + 0.48604613102023714, + 0.48789572687676974, + 0.4897453227333023, + 0.4915949185898349, + 0.49344451444636744, + 0.4952941103029, + 0.4971437061594326, + 0.49899330201596515, + 0.5008428978724978, + 0.5026924937290304, + 0.5045420895855629, + 0.5063916854420955, + 0.5082412812986281, + 0.5100908771551607, + 0.5119404730116932, + 0.5137900688682258, + 0.5156396647247583, + 0.517489260581291, + 0.5193388564378235, + 0.5211884522943561, + 0.5230380481508886, + 0.5248876440074213, + 0.5267372398639538, + 0.5285868357204864, + 0.5304364315770189, + 0.5322860274335515, + 0.5341356232900841, + 0.5359852191466167, + 0.5378348150031492, + 0.5396844108596818, + 0.5415340067162144, + 0.543383602572747, + 0.5452331984292795, + 0.5470827942858121, + 0.5489323901423446, + 0.5507819859988773, + 0.5526315818554098, + 0.5544811777119424, + 0.5563307735684749, + 0.5581803694250075, + 0.5600299652815401, + 0.5618795611380727, + 0.5637291569946052, + 0.5655787528511378, + 0.5674283487076703, + 0.569277944564203, + 0.5711275404207355, + 0.5729771362772681, + 0.5748267321338006, + 0.5766763279903333, + 0.5785259238468659, + 0.5803755197033984, + 0.582225115559931, + 0.5840747114164635, + 0.5859243072729962, + 0.5877739031295287, + 0.5896234989860613, + 0.5914730948425938, + 0.5933226906991265, + 0.595172286555659, + 0.5970218824121916, + 0.5988714782687241, + 0.6007210741252567, + 0.6025706699817893, + 0.6044202658383219, + 0.6062698616948544, + 0.608119457551387, + 0.6099690534079196, + 0.6118186492644522, + 0.6136682451209847, + 0.6155178409775173, + 0.6173674368340498, + 0.6192170326905825, + 0.621066628547115, + 0.6229162244036476, + 0.6247658202601801, + 0.6266154161167128, + 0.6284650119732453, + 0.6303146078297779, + 0.6321642036863104, + 0.6340137995428431, + 0.6358633953993756, + 0.6377129912559082, + 0.6395625871124407, + 0.6414121829689733, + 0.643261778825506, + 0.6451113746820384, + 0.6469609705385709, + 0.6488105663951035, + 0.6506601622516361, + 0.6525097581081687, + 0.6543593539647012, + 0.6562089498212338, + 0.6580585456777663, + 0.659908141534299, + 0.6617577373908315, + 0.6636073332473641, + 0.6654569291038966, + 0.6673065249604293, + 0.6691561208169619, + 0.6710057166734944, + 0.672855312530027, + 0.6747049083865595, + 0.6765545042430922, + 0.6784041000996247, + 0.6802536959561573, + 0.6821032918126898, + 0.6839528876692225, + 0.685802483525755, + 0.6876520793822876, + 0.6895016752388201, + 0.6913512710953527, + 0.6932008669518853, + 0.6950504628084179, + 0.6969000586649504, + 0.698749654521483, + 0.7005992503780156, + 0.7024488462345482, + 0.7042984420910807, + 0.7061480379476133, + 0.7079976338041458, + 0.7098472296606785, + 0.711696825517211, + 0.7135464213737436, + 0.7153960172302761, + 0.7172456130868088, + 0.7190952089433413, + 0.7209448047998739, + 0.7227944006564064, + 0.724643996512939, + 0.7264935923694716, + 0.7283431882260042, + 0.7301927840825367, + 0.7320423799390693, + 0.733891975795602, + 0.7357415716521345, + 0.737591167508667, + 0.7394407633651996, + 0.7412903592217321, + 0.7431399550782648, + 0.7449895509347974, + 0.7468391467913299, + 0.7486887426478624, + 0.7505383385043951, + 0.7523879343609277, + 0.7542375302174602, + 0.7560871260739928, + 0.7579367219305253, + 0.759786317787058, + 0.7616359136435905, + 0.7634855095001231, + 0.7653351053566556, + 0.7671847012131883, + 0.7690342970697208, + 0.7708838929262534, + 0.7727334887827859, + 0.7745830846393186, + 0.7764326804958511, + 0.7782822763523837, + 0.7801318722089162, + 0.7819814680654488, + 0.7838310639219814, + 0.785680659778514, + 0.7875302556350465, + 0.7893798514915791, + 0.7912294473481117, + 0.7930790432046443, + 0.7949286390611768, + 0.7967782349177094, + 0.7986278307742419, + 0.8004774266307746, + 0.8023270224873071, + 0.8041766183438397, + 0.8060262142003722, + 0.8078758100569049, + 0.8097254059134374, + 0.81157500176997, + 0.8134245976265025, + 0.8152741934830351, + 0.8171237893395678, + 0.8189733851961003, + 0.8208229810526328, + 0.8226725769091654, + 0.8245221727656981, + 0.8263717686222306, + 0.8282213644787632, + 0.8300709603352957, + 0.8319205561918283, + 0.8337701520483609, + 0.8356197479048935, + 0.837469343761426, + 0.8393189396179586, + 0.8411685354744912, + 0.8430181313310238, + 0.8448677271875563, + 0.8467173230440889, + 0.8485669189006214, + 0.8504165147571541, + 0.8522661106136866, + 0.8541157064702192, + 0.8559653023267517, + 0.8578148981832844, + 0.8596644940398169, + 0.8615140898963495, + 0.863363685752882, + 0.8652132816094146, + 0.8670628774659472, + 0.8689124733224798, + 0.8707620691790123, + 0.8726116650355449, + 0.8744612608920775, + 0.8763108567486101, + 0.8781604526051426, + 0.8800100484616751, + 0.8818596443182076, + 0.8837092401747403, + 0.8855588360312728, + 0.8874084318878054, + 0.8892580277443379, + 0.8911076236008706, + 0.8929572194574031, + 0.8948068153139357, + 0.8966564111704682, + 0.8985060070270008, + 0.9003556028835334, + 0.902205198740066, + 0.9040547945965985, + 0.9059043904531311, + 0.9077539863096638, + 0.9096035821661963, + 0.9114531780227288, + 0.9133027738792614, + 0.9151523697357941, + 0.9170019655923266, + 0.9188515614488592, + 0.9207011573053917, + 0.9225507531619243, + 0.9244003490184569, + 0.9262499448749895, + 0.928099540731522, + 0.9299491365880546, + 0.9317987324445872, + 0.9336483283011198, + 0.9354979241576523, + 0.9373475200141849, + 0.9391971158707174, + 0.9410467117272501, + 0.9428963075837826, + 0.9447459034403152, + 0.9465954992968477, + 0.9484450951533804, + 0.9502946910099129, + 0.9521442868664455, + 0.953993882722978, + 0.9558434785795106, + 0.9576930744360432, + 0.9595426702925758, + 0.9613922661491083, + 0.9632418620056409, + 0.9650914578621735, + 0.9669410537187061, + 0.9687906495752386, + 0.9706402454317712, + 0.9724898412883037, + 0.9743394371448364 + ], + "xaxis": "x", + "y": [ + 0.7000899088539209, + 0.7034677300331459, + 0.7064791701186538, + 0.7091288926596979, + 0.7114226885939819, + 0.7133674545105916, + 0.7149711660027459, + 0.7162428462391787, + 0.7171925299108846, + 0.7178312227369792, + 0.7181708567391721, + 0.7182242415187454, + 0.7180050117928108, + 0.7175275714677345, + 0.7168070345469177, + 0.7158591631873833, + 0.7147003032348558, + 0.7133473175799344, + 0.7118175176887305, + 0.710128593669614, + 0.7082985432437229, + 0.706345599990421, + 0.7042881612399684, + 0.7021447159844659, + 0.6999337731743732, + 0.6976737907620196, + 0.6953831058451742, + 0.6930798662534357, + 0.6907819639076441, + 0.6885069702680965, + 0.686272074171086, + 0.6840940223353119, + 0.6819890628002119, + 0.6799728915374181, + 0.6780606024543975, + 0.6762666409863095, + 0.6746047614480637, + 0.6730879882939576, + 0.671728581407154, + 0.6705380055157973, + 0.6695269038070368, + 0.668705075784725, + 0.6680814593912876, + 0.6676641173894254, + 0.6674602279749969, + 0.667476079568881, + 0.6677170697128947, + 0.66818770797315, + 0.6688916227336641, + 0.6698315717436948, + 0.6710094562642691, + 0.6724263386428273, + 0.6740824631298218, + 0.6759772797376394, + 0.6781094709302906, + 0.6804769809221524, + 0.6830770473554231, + 0.6859062351191357, + 0.6889604720673465, + 0.692235086390653, + 0.6957248453932392, + 0.6994239954274618, + 0.7033263027392136, + 0.7074250949801044, + 0.7117133031467452, + 0.7161835037129775, + 0.7208279607277541, + 0.7256386676594638, + 0.7306073887766216, + 0.7357256998650257, + 0.7409850280925477, + 0.7463766908445878, + 0.7518919333657887, + 0.7575219650567506, + 0.7632579942881134, + 0.7690912616083982, + 0.7750130712362361, + 0.7810148207420983, + 0.787088028839083, + 0.793224361216875, + 0.7994156543672196, + 0.8056539373635203, + 0.8119314515708669, + 0.8182406682763345, + 0.8245743042423499, + 0.8309253351984001, + 0.8372870072982258, + 0.8436528465808999, + 0.8500166664847132, + 0.8563725734726164, + 0.8627149708369747, + 0.8690385607596551, + 0.8753383447108215, + 0.8816096222763764, + 0.8878479885096878, + 0.8940493299080623, + 0.9002098191183343, + 0.9063259084791204, + 0.9123943225094608, + 0.9184120494550262, + 0.9243763320036771, + 0.9302846572819619, + 0.9361347462432363, + 0.9419245425564191, + 0.9476522011020913, + 0.9533160761796475, + 0.9589147095256924, + 0.9644468182397171, + 0.9699112827085281, + 0.9753071346158044, + 0.9806335451177545, + 0.9858898132600165, + 0.9910753547048955, + 0.9961896908316978, + 1.0012324382664577, + 1.0062032988907106, + 1.011102050372313, + 1.015928537254566, + 1.0206826626332548, + 1.0253643804446133, + 1.0299736883807196, + 1.0345106214425965, + 1.038975246135108, + 1.043367655302009, + 1.0476879635938527, + 1.0519363035563132, + 1.0561128223215321, + 1.0602176788806343, + 1.0642510419114246, + 1.0682130881315943, + 1.0721040011444862, + 1.075923970741659, + 1.079673192624137, + 1.0833518685022532, + 1.0869602065326054, + 1.0904984220495832, + 1.093966738548335, + 1.0973653888759907, + 1.1006946165880929, + 1.1039546774280542, + 1.1071458408883033, + 1.1102683918134386, + 1.1133226320072827, + 1.1163088818078828, + 1.119227481596864, + 1.1220787932120935, + 1.1248632012354653, + 1.1275811141306142, + 1.1302329652085041, + 1.1328192134021462, + 1.1353403438350154, + 1.1377968681711896, + 1.1401893247386239, + 1.1425182784203873, + 1.144784320312085, + 1.1469880671468948, + 1.149130160492917, + 1.1512112657304485, + 1.153232070819814, + 1.155193284872887, + 1.1570956365441027, + 1.1589398722588342, + 1.160726754299129, + 1.1624570587684881, + 1.164131573458841, + 1.1657510956440345, + 1.1673164298251462, + 1.1688283854534018, + 1.1702877746569114, + 1.1716954099973909, + 1.1730521022828144, + 1.1743586584613752, + 1.175615879621344, + 1.1768245591203381, + 1.177985480866154, + 1.1790994177698773, + 1.1801671303900978, + 1.181189365785209, + 1.1821668565886052, + 1.1831003203192967, + 1.183990458938126, + 1.1848379586571938, + 1.1856434900075914, + 1.1864077081678033, + 1.1871312535525933, + 1.1878147526594116, + 1.1884588191667966, + 1.1890640552765062, + 1.1896310532887848, + 1.1901603973974966, + 1.190652665689656, + 1.1911084323316696, + 1.191528269922499, + 1.1919127519921393, + 1.1922624556220773, + 1.1925779641628993, + 1.192859870022966, + 1.1931087775010292, + 1.1933253056347672, + 1.1935100910367873, + 1.193663790689134, + 1.1937870846674248, + 1.1938806787657656, + 1.1939453069941584, + 1.1939817339205783, + 1.1939907568310124, + 1.1939732076817295, + 1.1939299548194384, + 1.1938619044466285, + 1.1937700018110433, + 1.1936552321002756, + 1.1935186210245488, + 1.1933612350730307, + 1.193184181431448, + 1.1929886075513063, + 1.1927757003635853, + 1.1925466851325341, + 1.192302823947975, + 1.1920454138571466, + 1.1917757846401973, + 1.1914952962358851, + 1.1912053358271297, + 1.1909073145985096, + 1.1906026641805645, + 1.190292832798283, + 1.189979281143514, + 1.189663477993404, + 1.1893468955990785, + 1.189031004870704, + 1.1887172703869882, + 1.1884071452586085, + 1.188102065876599, + 1.187803446577812, + 1.1875126742605042, + 1.1872311029839324, + 1.1869600485861216, + 1.1867007833543957, + 1.1864545307830896, + 1.1862224604527434, + 1.18600568306443, + 1.185805245662277, + 1.1856221270761451, + 1.1854572336153615, + 1.1853113950428125, + 1.1851853608573002, + 1.185079796910077, + 1.184995282379569, + 1.184932307126096, + 1.184891269446188, + 1.184872474243462, + 1.184876131630713, + 1.1849023559750231, + 1.1849511653950953, + 1.1850224817171275, + 1.1851161308928608, + 1.1852318438803997, + 1.1853692579858588, + 1.1855279186606702, + 1.1857072817470808, + 1.185906716161246, + 1.1861255070009729, + 1.1863628590625004, + 1.186617900748275, + 1.1868896883454896, + 1.1871772106528704, + 1.1874793939312627, + 1.1877951071517838, + 1.1881231675135469, + 1.188462346201552, + 1.1888113743541164, + 1.1891689492079838, + 1.1895337403886261, + 1.1899043963122855, + 1.1902795506660806, + 1.1906578289321694, + 1.1910378549218326, + 1.191418257285659, + 1.1917976759661937, + 1.1921747685600148, + 1.1925482165570052, + 1.1929167314253597, + 1.1932790605119479, + 1.193633992729027, + 1.193980363999387, + 1.1943170624338186, + 1.1946430332161893, + 1.1949572831732038, + 1.1952588850078574, + 1.1955469811773307, + 1.1958207873982165, + 1.1960795957638828, + 1.1963227774609697, + 1.196549785074056, + 1.1967601544697313, + 1.1969535062534211, + 1.1971295467944467, + 1.1972880688169898, + 1.1974289515566958, + 1.1975521604846882, + 1.1976577466029104, + 1.1977458453165153, + 1.1978166748911288, + 1.197870534504504, + 1.1979078019039384, + 1.1979289306825232, + 1.1979344471888271, + 1.1979249470862625, + 1.197901091579659, + 1.1978636033280137, + 1.1978132620635407, + 1.1977508999383093, + 1.1976773966207208, + 1.1975936741650284, + 1.1975006916778785, + 1.1973994398065448, + 1.1972909350740768, + 1.197176214087071, + 1.1970563276421244, + 1.1969323347572232, + 1.1968052966544764, + 1.196676270720624, + 1.1965463044715812, + 1.1964164295471147, + 1.1962876557614508, + 1.1961609652350176, + 1.1960373066322147, + 1.1959175895292016, + 1.1958026789350995, + 1.1956933899890871, + 1.1955904828548076, + 1.1954946578326333, + 1.1954065507089298, + 1.1953267283603943, + 1.1952556846301219, + 1.1951938364905872, + 1.1951415205073026, + 1.195098989615265, + 1.1950664102187336, + 1.1950438596230837, + 1.1950313238058161, + 1.195028695531981, + 1.1950357728173973, + 1.1950522577413072, + 1.1950777556081074, + 1.195111774456054, + 1.1951537249089104, + 1.1952029203646635, + 1.1952585775136615, + 1.1953198171767931, + 1.1953856654524544, + 1.195455055159688, + 1.195526827562997, + 1.1955997343631455, + 1.195672439936688, + 1.19574352380586, + 1.195811483319217, + 1.195874736522509, + 1.195931625198362, + 1.1959804180527025, + 1.1960193140252495, + 1.196046445701129, + 1.1960598828003504, + 1.1960576357219783, + 1.1960376591199042, + 1.1959978554875255, + 1.1959360787290783, + 1.1958501376961541, + 1.1957377996687402, + 1.1955967937611378, + 1.1954248142344177, + 1.195219523698283, + 1.19497855618684, + 1.1946995200943225, + 1.194380000958603, + 1.1940175640822137, + 1.1936097569825037, + 1.193154111664634, + 1.192648146713215, + 1.1920893692004906, + 1.1914752764111973, + 1.1908033573863184, + 1.190071094290247, + 1.1892759636078376, + 1.1884154371800604, + 1.1874869830888517, + 1.1864880664038315, + 1.1854161498051807, + 1.1842686940988962, + 1.1830431586419952, + 1.1817370016967894, + 1.1803476807345283, + 1.1788726527097793, + 1.1773093743277816, + 1.1756553023277165, + 1.1739078938052225, + 1.1720646065978284, + 1.1701228997569455, + 1.1680802341298946, + 1.1659340730750278, + 1.1636818833324218, + 1.1613211360717228, + 1.158849308137712, + 1.1562638835129309, + 1.153562355015212, + 1.1507422262463838, + 1.1478010138066392, + 1.1447362497870488, + 1.1415454845506903, + 1.1382262898105884, + 1.1347762620104351, + 1.1311930260114946, + 1.1274742390868506, + 1.1236175952214134, + 1.1196208297136625, + 1.1154817240725594, + 1.1111981112003877, + 1.1067678808499104, + 1.1021889853416253, + 1.0974594455245472, + 1.0925773569616704, + 1.0875408963189017, + 1.0823483279343422, + 1.0769980105426762, + 1.071488404127691, + 1.0658180768742875, + 1.0599857121898453, + 1.0539901157635454, + 1.047830222631108, + 1.0415051042115542, + 1.035013975281857, + 1.0283562008549099, + 1.0215313029259203, + 1.014538967052297, + 1.0073790487322718, + 1.0000515795477964, + 0.9925567730378715, + 0.9848950302692184, + 0.977066945072136, + 0.969073308910547, + 0.9609151153565774, + 0.9525935641414475, + 0.9441100647561604, + 0.9354662395772119, + 0.9266639264944917, + 0.9177051810205687, + 0.9085922778627499, + 0.8993277119414599, + 0.8899141988408789, + 0.8803546746801223, + 0.8706522953957099, + 0.8608104354284786, + 0.8508326858106935, + 0.840722851651464, + 0.8304849490212441, + 0.8201232012384947, + 0.8096420345641953, + 0.7990460733121694, + 0.7883401343856271, + 0.7775292212525758, + 0.7666185173749859, + 0.7556133791086942, + 0.7445193280931287, + 0.7333420431517965, + 0.7220873517264005, + 0.7107612208690753, + 0.6993697478189159, + 0.6879191501903817, + 0.6764157558025615, + 0.6648659921794681, + 0.653276375752604, + 0.6416535007980485, + 0.6300040281410562, + 0.6183346736618625, + 0.6066521966369604, + 0.5949633879504265, + 0.5832750582102414, + 0.5715940258046048, + 0.5599271049332695, + 0.5482810936487956, + 0.5366627619423578, + 0.5250788399083511, + 0.513536006021562, + 0.5020408755600428, + 0.4905999892060847, + 0.47921980185690227, + 0.4679066716756457, + 0.45666684941237934, + 0.44550646802350496, + 0.4344315326169311, + 0.4234479107489711, + 0.41256132309762356, + 0.4017773345354304, + 0.39110134562361376, + 0.38053858454767997, + 0.37009409951300043, + 0.359772751617335, + 0.3495792082154675, + 0.3395179367894999, + 0.3295931993365388, + 0.3198090472837897 + ], + "yaxis": "y" + } + ], + "layout": { + "barmode": "overlay", + "font": { + "size": 18 + }, + "hovermode": "closest", + "legend": { + "traceorder": "reversed" + }, + "plot_bgcolor": "#F5F5F8", + "showlegend": false, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "heatmapgl": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmapgl" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "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, + "#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, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 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, + "#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 + } + } + }, + "title": { + "text": "income" + }, + "xaxis": { + "anchor": "y2", + "domain": [ + 0, + 1 + ], + "zeroline": false + }, + "yaxis": { + "anchor": "free", + "domain": [ + 0, + 1 + ], + "position": 0 + } + } + }, + "text/html": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "income_cdf = copula.univariates[1].cdf(df['income'])\n", + "dist_1d(income_cdf, title='income')" ] }, { @@ -389,7 +72769,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 22, "metadata": {}, "outputs": [], "source": [ @@ -398,7 +72778,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 23, "metadata": {}, "outputs": [ { @@ -429,28 +72809,28 @@ " \n", " \n", " 0\n", - " 31.907286\n", - " 304.110961\n", + " 69.903815\n", + " 443.314437\n", " \n", " \n", " 1\n", - " 48.012266\n", - " 371.410661\n", + " 24.602816\n", + " 320.583603\n", " \n", " \n", " 2\n", - " 35.805468\n", - " 360.889437\n", + " 37.259382\n", + " 371.978407\n", " \n", " \n", " 3\n", - " 53.500743\n", - " 350.469573\n", + " 25.024466\n", + " 353.939515\n", " \n", " \n", " 4\n", - " 39.832329\n", - " 350.109369\n", + " 27.525265\n", + " 341.039549\n", " \n", " \n", "\n", @@ -458,14 +72838,14 @@ ], "text/plain": [ " age income\n", - "0 31.907286 304.110961\n", - "1 48.012266 371.410661\n", - "2 35.805468 360.889437\n", - "3 53.500743 350.469573\n", - "4 39.832329 350.109369" + "0 69.903815 443.314437\n", + "1 24.602816 320.583603\n", + "2 37.259382 371.978407\n", + "3 25.024466 353.939515\n", + "4 27.525265 341.039549" ] }, - "execution_count": 11, + "execution_count": 23, "metadata": {}, "output_type": "execute_result" } @@ -476,19 +72856,4936 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 24, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", - "text/plain": [ - "
" + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "hovertemplate": "Data=Real
age=%{x}
income=%{y}", + "legendgroup": "Real", + "marker": { + "color": "#000036", + "symbol": "circle" + }, + "mode": "markers", + "name": "Real", + "showlegend": true, + "type": "scattergl", + "x": [ + 48.935913058328694, + 39.23432265728698, + 55.659901347089445, + 31.810637001857955, + 65.34233593033186, + 27.42839814083719, + 63.89511733089734, + 33.13009917995977, + 34.73923875996389, + 50.00900571205693, + 65.91156347468461, + 25.140686396434297, + 49.6184406917327, + 41.4066863105128, + 29.73481576676872, + 48.65281794862941, + 29.439286471096032, + 47.24661910064619, + 31.899702352962613, + 35.63946180585697, + 41.61211841562733, + 51.806385394057656, + 31.634569660849515, + 44.332029718706046, + 35.57609630843283, + 33.346792958756104, + 50.68890160851954, + 35.783444500419094, + 33.67154980254858, + 42.778591215511554, + 26.270453810663696, + 35.99789576334424, + 44.91000877526837, + 21.680115588044366, + 29.23966934287764, + 36.23242888232731, + 50.1170890942736, + 76.88247931796388, + 31.44611592406519, + 23.804080750772933, + 24.74794058594247, + 32.639488562306475, + 65.89430495667378, + 23.170847969314572, + 38.74107878106713, + 45.5532054331799, + 31.021943213479446, + 51.43083943345499, + 62.10635418457575, + 26.26303089641099, + 50.60862299150455, + 43.24625324523764, + 37.402037165011606, + 32.56030945441726, + 58.34936252059001, + 26.387085590913223, + 33.60470091254191, + 48.00249140873481, + 40.29243069324559, + 56.053297574119846, + 29.25654493461969, + 52.168561513416535, + 46.96773750931173, + 43.77607057132407, + 28.493426211269565, + 48.46918191650575, + 32.3033402003431, + 92.85868804998292, + 29.51324712761329, + 28.82205862152709, + 46.87112579501779, + 20.87172743215734, + 31.44676559349378, + 41.1586652184423, + 38.941976761203925, + 23.90710860986311, + 60.11385629549647, + 66.45820094950876, + 41.018817814318126, + 23.93590181570114, + 22.0782208773836, + 28.24907355469103, + 46.60173510670526, + 28.52855076751444, + 26.992424613312657, + 46.59151160102236, + 36.37378568958384, + 45.19574318620289, + 52.874976892718905, + 33.66095721698928, + 38.49413315603901, + 33.280651318044164, + 41.94932469858505, + 38.73905709526694, + 45.66264114922372, + 58.641665719934316, + 52.05900700776751, + 26.329783727703514, + 36.11551662624575, + 32.22338515384507, + 37.155522290726296, + 58.869468709308514, + 27.44430545799677, + 33.00657248384518, + 38.70981140356322, + 34.95618800068243, + 31.027075231757216, + 44.49488505157611, + 40.717781966241546, + 34.09125729872105, + 24.365191558669963, + 47.585958739165946, + 32.16455101912053, + 77.01672530155416, + 61.73702876549224, + 55.2694025433111, + 49.25332081793183, + 61.14556387384045, + 58.27583437886976, + 45.04545372606251, + 48.438330196165666, + 64.90141791861504, + 45.72493286732485, + 31.05541641119452, + 59.04830763292405, + 50.50692142719407, + 23.09606953344265, + 38.91338660731931, + 33.083673858407316, + 61.98536865947671, + 37.095855676099475, + 29.59637196415425, + 59.799256308209856, + 31.40455983120534, + 23.285306566577873, + 47.1682954811979, + 44.60255567175048, + 41.71356501518888, + 45.06660665176136, + 54.58900647217393, + 46.13738788166657, + 32.958232437211144, + 27.0135127364175, + 23.507426984574494, + 52.50601066845298, + 36.130639860118116, + 32.92127235705463, + 23.7569285964696, + 35.313363928053676, + 48.67579523251762, + 44.755351101012685, + 29.824340567435435, + 37.03213604897942, + 29.739777721223472, + 23.318753103131886, + 68.71400302510419, + 32.22796499284779, + 61.09031239839912, + 37.92883449625869, + 50.72677267918644, + 51.53377636459372, + 43.13695691983237, + 49.113203050121044, + 50.07045734368694, + 56.344333041128806, + 22.70465239927355, + 31.67979738002905, + 79.53611227705153, + 22.26099165759977, + 34.82565488298129, + 40.75093043042127, + 45.66450878875124, + 60.81448827386916, + 44.92857642093288, + 61.206912389309224, + 34.5273811751202, + 20.560979024686738, + 55.75661400037593, + 37.300839820279144, + 28.905678080295324, + 68.81771676156055, + 29.348265965088096, + 34.67849993241009, + 41.79728964514519, + 38.72410855520891, + 31.72069960726451, + 50.67521655553316, + 30.380748187509646, + 59.516087752073396, + 74.95251822190914, + 44.641862029682784, + 44.66244458836577, + 29.90525864760285, + 83.51927287264401, + 27.684773142235404, + 43.61293956445499, + 63.14307938253811, + 31.47978241994634, + 40.197081863074814, + 30.254136450332442, + 51.99815266987474, + 58.04913355542929, + 29.205697520570496, + 22.696649261657406, + 19.511492515911378, + 31.683489362086792, + 41.16426775801959, + 63.68256389437528, + 44.58153774847267, + 38.95150921756748, + 52.66573366957299, + 50.98035827780426, + 37.48954213169418, + 25.133995985159608, + 55.146833110942474, + 43.32744783638988, + 25.532923299170285, + 46.074668064615715, + 32.71264435443081, + 64.67378470472258, + 30.836026948781694, + 56.363103928514484, + 67.19540345915291, + 35.76993424927468, + 41.34434277182372, + 48.455395675854724, + 45.008470360321844, + 24.796764622874957, + 35.8284891557319, + 59.38782524414283, + 37.031226361454756, + 68.50621540462858, + 59.26778170948333, + 38.166025981697544, + 35.10935648748321, + 28.027238443135694, + 28.46950748305784, + 37.03827063432746, + 32.39461279680161, + 38.62672551485729, + 56.86165104006975, + 44.68994690395182, + 53.799721450688374, + 38.009713515861634, + 45.591714512570604, + 36.83740189824, + 38.45509191263423, + 72.69256270635495, + 34.00373370670836, + 46.9046720180807, + 30.984908182022785, + 71.59723446180922, + 30.302497625423193, + 30.568871204209117, + 60.73911785394093, + 49.113604157438814, + 38.01588630014851, + 51.444406692244684, + 40.041669703366125, + 34.46150841709712, + 37.03689411977398, + 68.11294465849653, + 57.08258012798445, + 47.13275649594789, + 42.37139401540225, + 35.1155996904131, + 35.65958946178456, + 53.54117729204302, + 26.122847722074944, + 23.876953021471316, + 50.82198036185513, + 33.302079358471396, + 58.49845507059198, + 57.797958095892184, + 42.087990830985305, + 57.64969379454677, + 57.629189178847554, + 64.71609236528808, + 34.65294545520848, + 22.58669584765195, + 19.113806268563685, + 56.35243547782037, + 40.10688853769311, + 28.01457306408772, + 43.02373352414375, + 38.56267660442015, + 41.152184566997136, + 38.636962280679555, + 53.28720587856526, + 28.656043117016708, + 39.82185426046852, + 33.09361920370858, + 49.274511493667355, + 31.751002335059823, + 26.669505349098678, + 46.50716570592458, + 44.46195160516308, + 24.271929810644284, + 60.714491774952805, + 46.335350953852526, + 36.00539983471286, + 21.371934107059072, + 55.517462887313485, + 44.54933841683289, + 50.342744679168014, + 44.757939703497875, + 23.233672707548305, + 36.93360924003973, + 54.10611086402528, + 25.041411450463485, + 38.4833843267899, + 27.537862566582753, + 53.096124667493086, + 40.02724711577262, + 51.851569753905785, + 50.545273189787096, + 71.22711426853212, + 68.08162050699329, + 25.849479088911284, + 48.63735735110706, + 74.1891301685189, + 46.256859408115815, + 76.82680209667498, + 37.64082536464058, + 59.00908142264018, + 71.63272246660105, + 30.00343843067965, + 38.30303058902166, + 72.71922988664666, + 42.04932376528578, + 54.34987882991104, + 57.97945255854019, + 32.53818239917593, + 54.93457983407305, + 48.94270349178586, + 32.76681158835349, + 34.738034649764245, + 71.98175472045503, + 29.860725659456264, + 55.217330582269284, + 45.02707775315102, + 58.86682082897857, + 55.29594683063692, + 40.91987199144326, + 33.596025613612206, + 67.68082075060848, + 64.09295878566323, + 46.13874703560063, + 43.04863672219379, + 28.20181288163345, + 58.25166746145689, + 70.09947152261154, + 28.43751051131592, + 30.07476362323955, + 32.39546748447803, + 35.10122890778284, + 42.20601414030192, + 40.51701002066157, + 27.447517192366867, + 70.62776287901806, + 30.45393263013601, + 41.22635655334513, + 32.71743116692345, + 62.72715177452102, + 34.859343556629575, + 44.63957892362983, + 73.79571692418291, + 37.59746768012609, + 46.7002775429022, + 31.160705914518324, + 40.788094833224825, + 52.22194138048884, + 28.003393438198074, + 37.84644730314609, + 47.605057965951644, + 23.69243316661996, + 51.16569271887569, + 45.57348375379947, + 34.64188762163158, + 42.91437934428569, + 71.32897534304422, + 26.063697788974068, + 42.33730122222839, + 59.212459991500175, + 31.70385895385187, + 36.69969908677, + 59.368662714114706, + 41.29700410109748, + 32.58724632160026, + 27.970010194719382, + 55.10843078234274, + 77.15626912429363, + 45.9340263463142, + 53.70997415320188, + 34.831776002743744, + 29.230824833600643, + 26.420350522827725, + 50.95333025328977, + 62.989136847842175, + 38.141314405841634, + 33.65257524926497, + 28.570805060363185, + 57.36638014252893, + 42.12839492888661, + 41.133684982746104, + 39.726959803815035, + 58.942024306795155, + 36.65595420090599, + 41.8748904599801, + 56.09426266468899, + 52.47459491076546, + 58.120862693135265, + 30.187440024251863, + 48.01562200545524, + 49.67380591354993, + 44.701999906092944, + 60.31929040167019, + 64.29941752366639, + 28.30422892305956, + 32.00446499060487, + 69.37919551425423, + 32.898172881323916, + 21.862709628464987, + 24.891582369153916, + 45.667986428569066, + 49.8846663784643, + 30.627476648075255, + 42.8922372583439, + 28.07383614600059, + 40.497117213920724, + 23.53256961845651, + 45.453585481818756, + 52.949839029426194, + 61.462684545436005, + 47.93728952854719, + 53.03198217796971, + 30.89597846727647, + 30.76939192720669, + 41.90401556590403, + 40.871676154024655, + 35.436099783089105, + 64.76271283767805, + 19.07304071261893, + 38.0753007802586, + 25.292312968935228, + 65.88341864673717, + 47.57490749562561, + 36.34061428649541, + 28.319998120829148, + 46.25514992502222, + 26.516970329541834, + 48.07145144212299, + 71.30260908415445, + 67.30095376269436, + 30.258131294289107, + 66.80717779915614, + 22.212194869841728, + 37.66082652471454, + 30.80383982319698, + 21.50529488366237, + 55.420436168925214, + 59.497015698940096, + 58.798386752045715, + 42.54111744349862, + 46.44390123520033, + 72.78737607152054, + 38.25341622942071, + 46.39993521539765, + 34.74221893723809, + 60.663847178905314, + 59.395881644559786, + 47.821769184810336, + 42.43834461139296, + 45.22394757384981, + 46.57501894434125, + 23.872537944805117, + 46.88012090601192, + 68.28720773154163, + 31.931351923546934, + 46.40429339214354, + 41.11555529592701, + 36.983636483811246, + 57.68706638990094, + 34.358796673224916, + 55.042298083907696, + 45.92933262466159, + 25.742892221123405, + 34.258742186961484, + 42.81110630684435, + 33.57084473568159, + 40.975637891711855, + 40.547835904288604, + 34.48987655253938, + 28.495122632714, + 50.006246689759195, + 18.613539832991968, + 38.10702003996097, + 51.47746329355175, + 58.03851521662946, + 38.077340824977284, + 72.84991790781004, + 27.211347082683204, + 41.925659875633464, + 39.02726589370198, + 25.533917779587195, + 45.73234478192707, + 40.719400121749665, + 27.17532670113765, + 47.030413954426294, + 23.620182371493307, + 52.44740406703782, + 33.150501811267475, + 79.69777839522942, + 32.37673230356616, + 40.53328837058619, + 47.777665713347396, + 35.00814514903192, + 56.092620146299495, + 43.23054669648435, + 21.6049398885328, + 25.373250654326686, + 59.06683345364871, + 42.613747443204936, + 38.30988971244183, + 41.92519373521429, + 26.249868138147978, + 37.34275176538674, + 41.52461883889275, + 80.38631686880223, + 38.51590507644412, + 38.40984942779435, + 42.357105938828525, + 41.479096167386565, + 37.55598135826094, + 56.544973155116665, + 37.019228487468794, + 59.41648306993665, + 38.23329939809608, + 55.55962452320492, + 49.55661798020936, + 36.86184648174037, + 25.821074369573516, + 73.13219659823807, + 37.59616312235828, + 44.72825309814924, + 32.25864778507631, + 33.72219587806191, + 58.362645126140485, + 65.09367607162545, + 50.59886982245802, + 39.97795255309648, + 51.68318445880132, + 35.039601868775875, + 43.531097631918726, + 29.32623234003868, + 28.954926425763976, + 49.60730919660604, + 46.530545531462295, + 45.65942343431755, + 38.06729477281712, + 44.45700457322367, + 32.45167392593186, + 21.46964186116029, + 42.55896429324598, + 25.629947757669157, + 54.37682419979853, + 63.10956857135651, + 75.12167408451089, + 41.65930929828984, + 31.886523345781278, + 44.576007755946094, + 38.76063264366057, + 41.29396116300068, + 60.06452972512354, + 37.24888632473418, + 38.461387532279616, + 29.455022434615117, + 40.49325411767796, + 66.71451257089046, + 33.316186216843064, + 57.41771869573394, + 39.03483336701767, + 57.84352845996483, + 54.581751516136066, + 28.313292350994917, + 55.30925707477881, + 25.326407061914864, + 26.707503315158696, + 36.6536277069207, + 67.45616371531784, + 48.85968534269411, + 29.66564361952858, + 22.801397687893385, + 51.63102798887481, + 42.71695366179149, + 45.21839114866195, + 48.16053225117855, + 60.974745595561, + 40.156610945934005, + 61.06862594884286, + 30.986399077581552, + 23.270582644447316, + 56.514378251223796, + 27.630559340326712, + 44.45383240843597, + 65.79890554031758, + 23.78625340141067, + 46.69807212735461, + 23.169479359001244, + 40.781893148509965, + 19.278113167433673, + 25.694356885488656, + 32.018449815621466, + 22.70557217167307, + 49.249473845805305, + 46.51970293822042, + 68.12200496896102, + 27.39091276132642, + 36.59817323998324, + 24.67854702074982, + 33.16661360636717, + 72.52156128389007, + 52.99203351489537, + 27.248842905209262, + 20.678701917469756, + 20.391451266288986, + 49.376206049539604, + 31.797893256913476, + 86.0237567857571, + 37.821232979561714, + 32.95527975366764, + 24.740666256132954, + 57.579603808985205, + 35.475361663804634, + 38.82232294788193, + 42.44432396082031, + 38.93372398725558, + 51.138077127032695, + 25.702970358518414, + 37.00842726570025, + 34.81249048313265, + 52.89801359618609, + 60.04344791493643, + 28.940913427965384, + 54.385757964822254, + 25.367885533138665, + 39.74483696434035, + 40.595058884744674, + 59.369816636927425, + 51.858922485499434, + 26.276067766451796, + 51.81254630383466, + 44.410377915552885, + 70.19227892161845, + 33.22328857695024, + 36.76210204385815, + 72.05002656343157, + 61.35710507824101, + 26.355576967887302, + 40.26036740141343, + 47.553266410746545, + 52.34932544740468, + 27.656578356906337, + 68.27612362242304, + 23.20790950582075, + 28.737632959888366, + 65.70975771518678, + 41.690923087220796, + 41.806514518695124, + 42.15146673316316, + 29.79671194202355, + 24.202167673454746, + 46.25963354206799, + 48.16727042566842, + 45.60234012966089, + 32.60753215982636, + 27.46595886274806, + 38.077429575386354, + 75.24400615385704, + 39.61261986392644, + 36.4750568110142, + 39.31200987964206, + 39.39687810243758, + 65.7632285482985, + 51.68047547441771, + 32.37422250017597, + 35.042275928714716, + 40.32665690879321, + 43.448725260616314, + 29.509442847072783, + 34.597005080747955, + 70.01362858400188, + 65.78804680847426, + 36.7207727119589, + 34.17450008947933, + 52.68099659977374, + 22.467566465931565, + 64.1625127630181, + 32.6339596987661, + 48.39005746780016, + 23.857792454980903, + 53.8094419074436, + 49.55942665779328, + 47.27928179759017, + 28.725931799721224, + 34.13105742749037, + 45.29437447341789, + 31.43268649476785, + 31.637123499265854, + 61.25617954195141, + 21.625545426153742, + 61.4645968250897, + 28.932474157210812, + 52.79675339412609, + 78.95704422255635, + 49.825562157769106, + 49.94608150699946, + 31.029470487901925, + 39.71007772067713, + 27.968409879780587, + 26.66938939207016, + 66.04426416326814, + 73.29397388662332, + 44.33111935246045, + 40.177612914834945, + 36.005933263737084, + 20.762656708908022, + 64.26054427986152, + 55.65929319502731, + 33.12010002230321, + 52.70507151391723, + 25.525171366468168, + 46.24397582114518, + 60.51960956674096, + 48.35717381999501, + 47.968500442539884, + 35.86574388493298, + 67.4372473036698, + 54.555735691079875, + 34.56126609446712, + 28.261559885243805, + 69.47358902525716, + 51.24803911348699, + 43.65173913485289, + 26.2942243277536, + 29.254477968134424, + 59.41065240196075, + 20.967347246941525, + 22.52603929171334, + 34.729560636390644, + 39.57618386599719, + 60.00408032133625, + 35.420277011362785, + 55.03234002671378, + 55.82427695170072, + 53.843090821476196, + 59.19956056341808, + 57.90408464244505, + 24.184215810469116, + 42.50495855092963, + 73.5293634054657, + 68.11283214710511, + 34.095408533908866, + 57.597634502930205, + 34.304187359531966, + 54.57544191616521, + 37.52876539649902, + 55.39790516818228, + 51.19115072928012, + 43.24461435641435, + 25.51466333276008, + 57.80791691119393, + 38.42347865615652, + 35.22994561458421, + 43.800410448589204, + 52.73666494005458, + 38.984258023148925, + 36.74086973872148, + 31.39258053655928, + 39.620233150504944, + 54.5583521814133, + 47.550350562940785, + 34.24604346506941, + 55.52358022561458, + 46.60265445534333, + 44.19245155144176, + 58.48203363380797, + 48.70880106501794, + 53.21708694003728, + 55.635120246150336, + 28.757686530799006, + 28.40534483705097, + 60.70569410421101, + 23.709601109313127, + 30.38705388298817, + 41.69950849866407, + 50.305073255861025, + 41.57751147282717, + 44.162988984134095, + 33.59251947476958, + 83.47503021423682, + 39.535072599312784, + 51.99655576058901, + 28.47036150312999, + 37.64580082950412, + 59.01210760980826, + 28.264340796510844, + 65.51170957654026, + 39.042769820981256, + 49.03080896481286, + 29.660018083981612, + 40.562170673061274, + 65.65108817366897, + 61.16868238312068, + 40.71131438348431, + 37.67933124457129, + 41.14346611846001, + 46.71001876067463, + 68.2024707931091, + 32.19771328495592, + 31.395052629499585, + 36.12021226382089, + 26.999407219299076, + 50.72796354590945, + 24.15973978828752, + 69.31380958875918, + 41.433004930937436, + 50.89934501736303, + 21.779934778818372, + 52.662620149775734, + 46.64644420441071, + 48.512434420967196, + 38.43486109324349, + 56.333843004529314, + 28.886580488741746, + 46.70927239682299, + 23.34551419528266, + 27.396041139690112, + 64.59225941756911, + 32.087191582769854, + 28.707079033634347, + 41.10247237908483, + 62.701323421928066, + 34.52248151216061, + 77.64225700503617, + 32.09656613547407, + 56.656652295959255, + 42.39504726929529, + 36.15101844362259, + 47.80931948131101, + 25.704353030599545, + 37.452507508881965, + 36.12960842835574, + 45.89594198682507, + 43.39525818042601, + 48.70505774245578, + 56.26988973794659, + 39.59370618745379, + 44.15607546837864, + 67.11437435382467, + 43.452557564890625, + 39.02080595940029, + 55.98837463578321, + 40.29741240497256, + 70.6903769301741, + 61.104131019951296, + 34.65007482069274, + 37.06024223338369, + 59.1995551305526, + 53.8597793408242, + 60.38021038859833, + 39.92008002697308, + 43.1344216638596, + 37.83432877128624, + 37.49297524611933, + 32.35007065256514, + 57.03642202141832, + 45.722049520045545, + 47.4433652827068, + 59.07211894889124, + 22.792064494074943, + 45.82800470194762, + 62.46681752884545, + 27.484412496411327, + 59.45536351185758, + 46.06291299364782, + 45.80104715705458, + 47.01141192201528, + 29.605372147613075, + 21.562281326366964, + 56.184159470967316, + 28.373540847258298, + 35.90748206742379, + 81.71556892677123, + 41.44913537971295, + 48.90077576548129, + 33.0780977831705, + 62.91861356706002, + 22.93832509553391, + 57.74130524397195, + 25.761824852330626, + 73.60515256288446, + 51.65568968688417, + 28.942519627701145, + 42.01478628323076, + 50.82348967861496, + 33.03729673165549, + 36.91387306519937, + 65.48649080952005, + 42.79077871401611, + 60.566109923512386, + 49.45898798535265, + 50.393353838382595, + 56.68919053579001, + 68.90555277623346, + 29.92901150967581, + 55.57491438408527, + 74.98577014141188, + 54.5870865473501, + 47.131964759976356, + 65.52281357342866, + 80.91699332597386, + 48.536284836204764, + 51.86072519369753, + 51.968392266518585, + 25.247663464973314, + 57.55816614825709, + 25.833709949423845, + 53.031632431416824, + 24.75973932849582, + 29.346624247420696, + 36.10843366951508, + 34.074716953834496, + 57.038988954610694, + 36.60784298292818, + 25.88094572777782, + 32.99083072114112, + 45.22701244375729, + 45.96924867516307, + 44.63051556270155, + 59.236999734160364, + 62.436862567931925, + 51.64840310583891, + 40.27566918379452, + 37.40562773399502, + 76.31381362530789, + 44.22629164614388, + 48.814263442150164, + 34.46628291170397, + 34.50727642174546, + 27.88789820190938, + 43.321203060770415, + 35.28074247341061, + 37.77125032466046, + 63.24641341868831, + 25.192007617311152, + 33.19886668539426, + 45.83540368796221, + 44.13851027767238, + 69.10681507968746, + 23.003157762096695, + 65.49113229678713, + 27.141444015246392, + 37.466387180720645, + 25.117809151644604, + 19.752137241779714, + 64.25494585062407, + 31.51303985860271, + 53.255408016828795, + 34.778940342600706, + 69.74607569396838, + 35.762066878839505, + 39.130527724162036, + 32.86980618558936, + 28.237563656400724, + 55.23631872664663, + 42.6767259061882, + 20.014626474476753, + 70.11110012600113, + 37.497759182716464, + 28.62061790676161, + 24.581183766849943, + 29.24557669564068, + 49.046111888844095, + 56.15538459403034, + 37.878951022939134, + 94.30801357418059, + 36.144688716541296, + 40.68554617182893, + 27.502441625483343, + 39.776426774596516, + 59.055317906077235, + 73.944639011464, + 52.39726522791456, + 23.194464457139222, + 26.37958256878362, + 23.101564585948747, + 30.284031517059006, + 34.415106831213805, + 27.726928010575307 + ], + "xaxis": "x", + "y": [ + 399.16139301001994, + 364.225530997165, + 406.4751047195553, + 341.27602238254065, + 414.34781526578286, + 331.1928729524548, + 427.27194267209876, + 338.75258788324754, + 362.41424853343676, + 0.3991773965041354, + 426.7313928460255, + 0.31441353164797997, + 373.54848274787525, + 377.97847643540064, + 341.1411717603881, + 398.55358642944816, + 331.2614607056205, + 393.17784736896374, + 356.83841500089903, + 356.4279874888055, + 377.04572223829985, + 398.6104808917441, + 337.2448971392638, + 384.5196265251985, + 373.4280961808945, + 350.95326941966425, + 378.00070602824985, + 350.9120437766855, + 333.9061981736362, + 388.5439488880143, + 334.51822525323735, + 353.36819046113584, + 366.3235156367741, + 299.3373651835656, + 331.2036182497448, + 360.1254298654545, + 392.23294201404457, + 447.68554386738253, + 337.9344817267714, + 301.93552263635496, + 309.33653036173394, + 348.35689277676045, + 411.56030168074926, + 311.4008370442988, + 361.18628363072764, + 0.3918286726449093, + 337.6341700447457, + 390.28977976207904, + 420.09895484641567, + 0.3211990906090678, + 396.68356262696915, + 380.0435816719484, + 363.6263931003152, + 337.00027163513425, + 418.9832500871436, + 349.5270375430406, + 351.59002457175666, + 376.70045518639023, + 0.36994435145177945, + 412.56916248671666, + 331.4922149855363, + 394.19855731858684, + 0.3883911289767143, + 389.9770028053576, + 0.3427550742064047, + 396.30030613442307, + 343.2891298053333, + 457.172385763701, + 331.2981368933265, + 344.60297424204606, + 0.39629085354302906, + 309.4035685156384, + 0.3411899905977599, + 0.3697433511988807, + 384.30905912816996, + 313.9422219210807, + 0.4201649409751231, + 423.0882010027843, + 368.0988690737493, + 304.12321350357064, + 311.60611391800506, + 335.05048552573516, + 402.2675405411282, + 326.5221188137329, + 352.5362671540383, + 387.9683564841623, + 0.36319906487866027, + 375.20767919541174, + 399.9797624124692, + 356.3995352863303, + 374.46036238909517, + 340.7494463475661, + 387.75140668268216, + 369.33555555851996, + 388.2485500836632, + 404.9758381435968, + 385.9958799343128, + 327.8300292379015, + 360.5810823674877, + 333.4496878406583, + 369.48024603458214, + 417.5382593836769, + 323.95234484828023, + 339.47978434562293, + 362.6162564165496, + 355.6840425209308, + 340.8786602901108, + 378.9661994051482, + 372.91833366391603, + 339.2566977439852, + 306.8145291130751, + 359.0696212930604, + 356.5466555427447, + 434.59797142978744, + 422.80812945002475, + 389.8846878368523, + 389.98072247528415, + 413.51512908544333, + 400.9415772042319, + 365.2710050140933, + 405.5266609258594, + 431.3215092289966, + 378.48327632927607, + 0.34871395765911245, + 403.02846502855346, + 382.2962235589979, + 332.27025697241646, + 349.61675658399884, + 347.08394580908254, + 413.57434403929483, + 377.89902649244175, + 347.7649415641381, + 392.41773464274183, + 344.70227711320433, + 315.0243344278046, + 0.38312734996553544, + 386.01518493104777, + 359.02887658925806, + 376.76587661488395, + 404.8114373887306, + 389.996436914184, + 351.05325475499956, + 326.7827626220517, + 314.5638017394844, + 403.53644569700555, + 359.089004748038, + 339.0283682391712, + 304.4841247340626, + 341.56541578303813, + 403.1128488759278, + 388.23373199110546, + 0.33850156018464217, + 356.6768007635651, + 333.5431714686231, + 325.88965276091875, + 442.08193531803937, + 341.2642544742885, + 422.66060877845797, + 363.88764901724903, + 390.5603584347741, + 409.30530964600473, + 376.37399647663057, + 392.4153756592933, + 393.8649896793339, + 0.38693248797800084, + 315.17232268546195, + 339.97555365664414, + 423.4533468103577, + 305.14324692585524, + 349.8170472924968, + 381.0837673854826, + 371.532455377062, + 402.92540934632626, + 382.899337166154, + 398.2092179555563, + 0.3476206165951217, + 285.72497233579173, + 411.3399285686034, + 358.92414312254397, + 336.27826684913373, + 432.34854009596023, + 0.3307344498252032, + 351.5275807557564, + 362.75719796222717, + 355.0977640296604, + 336.52568597825774, + 387.65804703616413, + 337.5670951993144, + 411.55184981483194, + 422.81648133535106, + 383.1015164132281, + 384.80130251246385, + 335.15919245850176, + 434.50474685696275, + 332.9722547446641, + 375.54396744135613, + 0.4167852975901767, + 360.66770900108304, + 370.1027486802408, + 0.334605082445196, + 386.2514351996078, + 397.64757480461725, + 322.84246164781456, + 321.5803886538324, + 274.7972870185353, + 350.49517662285035, + 363.1135959009174, + 410.3085672503921, + 370.79007893240527, + 380.72702168449143, + 396.5992985738737, + 401.0871423281223, + 375.44771096562914, + 324.0884320992903, + 389.08379437049615, + 374.70989370247446, + 316.6067924686557, + 378.02959094305646, + 347.8648077571395, + 415.6357308475582, + 347.0237497008874, + 408.79483696204926, + 419.4611087141975, + 361.781231769875, + 366.73718069192705, + 401.2509744924223, + 375.06802585350715, + 333.0752905686244, + 343.149452856861, + 0.40464569263243844, + 0.3579024871218721, + 425.52463489084727, + 416.8655735137201, + 351.7370421948363, + 344.8025204106085, + 319.3319349763251, + 348.118690471409, + 364.20734090016464, + 336.9902815637972, + 361.0000314789058, + 415.9201344415757, + 377.23166266741663, + 395.19480027076855, + 356.00758593922046, + 371.7608741943489, + 372.52067173781353, + 381.72462246268435, + 418.8148261784884, + 366.73172134452943, + 379.97631571807347, + 348.720840266779, + 0.4412504934511854, + 339.7063602443658, + 338.75300164630215, + 418.7106691371125, + 378.3530196742884, + 375.3074071090986, + 395.5176732324239, + 363.251459571086, + 347.9780227096489, + 347.39294944768443, + 416.7972178248377, + 401.8499667248858, + 374.7224169954007, + 374.2301614831613, + 360.6293040363151, + 355.30282880096246, + 404.71216546234257, + 318.24226057815895, + 0.32735692527581306, + 394.0903248764084, + 366.049611719354, + 431.08289760977334, + 401.03347841080995, + 369.7230035129575, + 403.01661615433574, + 0.4114004823858452, + 430.3023891419294, + 348.04564178012504, + 315.579721638428, + 293.71132273206496, + 409.3839532898818, + 384.28630276928396, + 330.9025290094849, + 359.5141314374529, + 372.7040277524513, + 363.4378219452647, + 364.0263237572136, + 0.4054796915869274, + 0.3385439371747176, + 367.46123026419195, + 344.21022533012183, + 0.36078073017781703, + 352.810216845364, + 325.8553973088027, + 0.39913239903993836, + 383.4816069701836, + 313.5526925618645, + 421.32800408827273, + 395.14017203958406, + 356.2124108073628, + 318.1749265361781, + 396.1568482102967, + 381.2941740126012, + 0.39763872352719665, + 388.0127137811693, + 320.8069381328442, + 357.62171501546425, + 410.0715993228833, + 0.3208410233253908, + 359.36888586402114, + 0.3260459637783633, + 416.64999933468164, + 361.57310133427086, + 407.794357032079, + 380.97150508362677, + 431.50906961671245, + 425.08377028412997, + 341.4738366469596, + 381.93401550806936, + 421.3981885724895, + 382.2942147629946, + 450.84679031866284, + 354.0036203266363, + 381.9257460393537, + 427.79559261918354, + 0.34966044124454665, + 354.4512980344954, + 437.1827737616824, + 363.562609043719, + 398.11860747935185, + 413.57629219440076, + 0.336401594404965, + 402.469496715679, + 401.2536713591492, + 353.7158512851362, + 0.34761273638508206, + 442.87121567825193, + 346.27229994755373, + 382.5633191525649, + 389.4069124529598, + 401.85477208572473, + 403.27572363656844, + 381.27873748252904, + 345.9798756974722, + 405.06650610342655, + 431.1305063197055, + 394.84946090980475, + 375.3981194797759, + 342.50623462359783, + 0.40282405220492834, + 426.0037264306611, + 0.3333615042982752, + 337.1132362357944, + 351.4296580418671, + 343.77740827262613, + 371.7778899256723, + 373.3540005884115, + 349.6417013867047, + 414.1095629911938, + 346.86120635185506, + 378.2464559409236, + 330.0584916815789, + 418.0261477439383, + 0.36397048490855943, + 385.78660153409567, + 429.3338098246673, + 366.0623396517153, + 386.1118952495701, + 327.0556057211518, + 372.8093117026853, + 391.9191249208784, + 326.2176712523044, + 388.23974620155866, + 398.85868812445966, + 305.0455031032424, + 397.01263699486515, + 396.5510510919909, + 339.5798165700772, + 376.7281187459209, + 428.0136634000725, + 313.342022292869, + 378.39981203705986, + 419.3164744824127, + 360.7588810016921, + 357.81924224493196, + 0.4334339403588299, + 351.53653610669045, + 351.9891057779366, + 319.02365529956296, + 401.87219072291856, + 429.4076742682838, + 387.8276623417739, + 397.13090111505153, + 346.8286708886834, + 329.9532225082561, + 346.7707929536589, + 397.5655585556614, + 397.3163706111183, + 369.6740965556067, + 349.6973526323773, + 335.3180741616463, + 413.1852181166896, + 385.9418766777846, + 363.1317781725021, + 367.9424083063365, + 402.2350877090099, + 366.1622251975743, + 371.18293935245464, + 403.0361388831037, + 393.3697502829036, + 405.2318982812457, + 357.82317878238297, + 411.09901855231766, + 394.35775073223846, + 379.04012650896027, + 394.04982488394694, + 408.7925107548737, + 333.0671922939537, + 339.471568950125, + 417.9020928536568, + 365.130540982479, + 308.7969988410161, + 322.66723409617373, + 375.43606203579355, + 402.7859112374236, + 340.0981862691027, + 370.6980362442549, + 317.70964466651117, + 369.5490723379923, + 310.3495441193517, + 398.5531349773106, + 415.4131835697581, + 399.53140288500856, + 375.8065354159814, + 394.36602948814595, + 334.936530180725, + 344.8604736878344, + 370.30928484884805, + 373.88615863646373, + 366.96971936850963, + 406.4724940537753, + 0.3048091806793629, + 356.7064513576341, + 344.56718493125635, + 0.43504031812946087, + 0.3851383665748155, + 349.6936915834958, + 322.8415961323402, + 392.1919074977925, + 327.50724196628954, + 396.57624332169485, + 448.7782510017929, + 413.2557031927724, + 328.7092103592099, + 0.42214867313591625, + 321.5427481810298, + 0.3534937303075041, + 343.14445896043435, + 320.56103745068987, + 385.2062120639839, + 410.9866543732787, + 402.0511520420458, + 376.3261783697289, + 390.9607412801615, + 431.0052139597432, + 354.357505254759, + 378.75571789943103, + 369.09697250584185, + 413.86517464403323, + 416.8665226629439, + 389.2897237214642, + 382.93387196534104, + 0.37723933137995513, + 376.46972649922907, + 324.941580277924, + 396.0715884735574, + 413.27166949082846, + 340.6340223752697, + 382.1453081330071, + 387.8740623402982, + 366.7150150697966, + 392.3029816013041, + 352.7913481999607, + 398.391488035096, + 371.01597227577275, + 323.80041829251525, + 350.5291428690283, + 372.10099894702876, + 347.3271203144813, + 386.0488344939843, + 366.6482347193393, + 354.5987019932422, + 334.4191439000996, + 386.20374611761616, + 293.2132126066995, + 364.7297617639095, + 0.3949513873042328, + 0.3975589642093202, + 361.9370887420347, + 436.48624334501164, + 328.5982758735154, + 375.24498280809695, + 368.1330653460181, + 328.207119119757, + 387.90531829169896, + 368.9660249838723, + 321.1506155692285, + 372.93080444232527, + 326.41863832286, + 403.7231866019801, + 356.63444283312583, + 445.97998877756726, + 346.1632171674303, + 364.00061421656443, + 376.89042006628256, + 344.7001311375169, + 414.86228249617244, + 371.7609513987753, + 317.87151862055765, + 321.5330281765991, + 401.1453319339334, + 364.3115649086162, + 358.72572149985683, + 387.8084395677068, + 315.9566723834958, + 383.2175526270871, + 364.2598362282474, + 446.2277654964763, + 363.6911252554299, + 361.66227953594114, + 361.9368733693398, + 371.57228142080277, + 351.0366639653387, + 386.72821002245337, + 362.3758478071644, + 402.14378271189685, + 381.2506070181617, + 411.7860677006904, + 407.32493432315806, + 353.9449472699248, + 326.5129887641143, + 403.0630846631688, + 359.9084452702196, + 381.08352576534827, + 348.9538342056635, + 351.4271226523372, + 407.3741971707201, + 390.4920722062985, + 394.99438170516834, + 373.7040937987011, + 407.9329529871364, + 0.3593708357629245, + 376.0779211659706, + 348.9314457652122, + 313.0343511265016, + 385.3033746464701, + 376.3912002976308, + 381.81399546708525, + 341.9850162907186, + 392.6865551222264, + 345.5119011828364, + 309.88262639644205, + 377.35747210791396, + 337.03348676844183, + 381.01426176644816, + 415.6519003222113, + 0.44341588571042484, + 372.0099164015173, + 336.7402733909213, + 373.7186479602726, + 361.84766492954844, + 364.89833391371786, + 408.0547909951201, + 0.3768808549579268, + 359.02833057201565, + 333.4435325646401, + 374.7483567187954, + 0.41833605148825176, + 337.34754424699184, + 0.4044639135286621, + 365.4931712954936, + 415.5715188494636, + 0.3902884335710569, + 344.189767017318, + 400.3558504712046, + 312.1376626454787, + 315.43952122134806, + 379.53114099191606, + 419.5907505982557, + 398.29919327668824, + 321.95166552331864, + 339.09040071620933, + 403.38416845000273, + 372.94273208670575, + 378.1268452506605, + 394.83871194821916, + 417.85889864684447, + 371.1409289774121, + 411.3497323017302, + 348.99984320174576, + 297.3334379132058, + 399.7771066347191, + 315.45678890889764, + 385.52898562437434, + 411.94404682842423, + 301.22669285477446, + 0.3764708599639508, + 315.8085771446155, + 368.80861730873147, + 284.19506607723537, + 307.61091583166814, + 347.4052203325309, + 306.4845814843655, + 0.38714803031091455, + 0.38242914107966014, + 426.47289870049605, + 339.5236978646898, + 361.50092476144465, + 0.3174208663019518, + 0.3504370263872282, + 425.0388606331579, + 380.6283270010385, + 341.4536176248312, + 311.9751074398394, + 321.4250668381581, + 412.7908526755443, + 334.21439645874267, + 442.1528970112743, + 388.4387910709893, + 0.3491445937018493, + 323.3190232006748, + 390.1460726125983, + 358.4224164885913, + 385.25553519139385, + 387.72305929765275, + 0.3601228539524618, + 389.52911852608446, + 313.3841194781913, + 352.6390451187895, + 335.93100490582447, + 0.3960280657105439, + 0.42464890069169436, + 340.11360015614, + 413.31258266968223, + 334.1132313466889, + 362.81673840118884, + 362.8066055350206, + 401.2075882708396, + 377.7215660378932, + 327.2218443186517, + 365.7580650150829, + 0.38529940772092924, + 425.88515355149326, + 355.0745404932104, + 371.052955380765, + 429.76678860289826, + 428.02798215106134, + 333.42016513133825, + 362.00243979611577, + 383.84655616978716, + 373.2205743027298, + 322.9976557244092, + 418.5882839947352, + 319.9434957815422, + 328.3507234679473, + 0.40610395570696295, + 354.1903271384054, + 367.37837304753316, + 393.67287889672156, + 342.1848193202433, + 328.07187878902096, + 374.4647738777053, + 371.7722245559919, + 369.82332833310755, + 347.51786529478426, + 311.3865788745042, + 353.93266275282497, + 426.25322530437955, + 354.7423135092904, + 338.46200130732933, + 370.0862589920123, + 367.8641090331986, + 0.4264382438319433, + 383.4431992869138, + 355.3702514847923, + 370.98412912326984, + 0.3723603886534777, + 371.0965041912112, + 339.95568446185456, + 347.83427577398396, + 416.66864303799406, + 425.5182845150087, + 358.97979111670503, + 365.2342467863842, + 392.04089212423986, + 307.8266528071424, + 410.51841691930304, + 337.368364619868, + 396.11247876996356, + 339.0999269193223, + 394.7624772946324, + 383.551321092709, + 378.1925441423717, + 329.0162719107437, + 369.55391341838583, + 374.17161072758887, + 338.96664273936926, + 333.06412332500526, + 414.4841118676362, + 306.7459705830897, + 400.51553162297, + 327.6018174261958, + 412.0139682097656, + 0.4372611626589293, + 391.9087541039446, + 0.3921900530616991, + 0.35747434463558164, + 357.7451726616085, + 329.17692102260804, + 326.6948273974376, + 401.86266363584724, + 0.420329369005205, + 389.6733550306427, + 376.9700628464659, + 0.3677748793641524, + 297.4550315949779, + 411.67925941859295, + 384.0844432802944, + 359.3683817776158, + 407.4773382622891, + 334.8381140861146, + 399.47237214270785, + 414.5588593682461, + 403.46906287051576, + 385.08841482469234, + 340.3439572375856, + 0.4297691083366043, + 381.9233862010368, + 356.01080562498197, + 343.73691038405957, + 427.3796640592194, + 416.48953308801214, + 358.0027849112496, + 326.1390175433938, + 337.81158046787664, + 395.04717093927604, + 292.78973521809996, + 303.0470548018269, + 343.7981245554456, + 366.77958775466413, + 403.45255165067556, + 359.9432019940212, + 407.32648516352236, + 408.07889624468555, + 394.54600741105025, + 410.9769773305516, + 416.2706699002837, + 323.0575209271141, + 393.58934724297603, + 439.63324957137723, + 439.34284501734055, + 328.0281331604096, + 406.3554459465028, + 350.3227703821005, + 398.74859851820486, + 354.497428492416, + 405.4563174406056, + 375.5124593214861, + 380.75930756304103, + 316.24061228676146, + 400.74928406422566, + 369.28837399141804, + 357.01304110589035, + 388.5413243770326, + 386.875712356231, + 365.54536747835493, + 369.31274529844757, + 348.3036207881813, + 372.22672852589216, + 411.04750240449863, + 0.3821551095505316, + 347.2241308158973, + 407.47999239243126, + 382.70985192194087, + 390.11532072893317, + 410.6103805367284, + 0.3823913251725903, + 400.86153684966615, + 392.894657599116, + 345.3933826447312, + 320.71967530255364, + 422.8654632153677, + 319.82843153298234, + 339.7901963299793, + 380.71958061601146, + 396.9630406986579, + 386.09703560094357, + 0.39203720475512627, + 0.3549883882260282, + 433.7812933735791, + 362.34050106259235, + 394.4407910181417, + 345.7370654695066, + 0.35829455922807757, + 404.0856358798471, + 352.6770190625502, + 417.22172705763967, + 360.1550984055583, + 397.0502702636247, + 338.45254981177106, + 356.4246242675506, + 428.8864019689345, + 403.93427642393146, + 0.3711235258939199, + 362.26607010557257, + 374.04469563216713, + 362.52356647665886, + 418.9393093030498, + 358.47263295884227, + 357.3539537951577, + 348.80822522564864, + 338.8204316684817, + 385.07269800669695, + 314.7552845477813, + 420.68695866787505, + 373.5330562522719, + 403.0379686080083, + 310.77556754709263, + 395.1689123366383, + 393.97120845200067, + 0.38019421878886245, + 0.3641608040867266, + 413.12767260168323, + 341.6644103221192, + 379.76966938856754, + 0.2999424217933439, + 0.33418153779336784, + 401.0643869619468, + 344.75536436190924, + 347.53743028736477, + 377.6115746359489, + 393.64309950781507, + 356.2010061356098, + 432.0630047732664, + 334.17241852735754, + 407.0915239096706, + 0.3698232464004198, + 353.9510487570391, + 0.3880011822623383, + 318.4396569126255, + 363.30095546532334, + 352.8138929555125, + 377.29131948930984, + 387.00201885688983, + 399.56386217032116, + 385.96971651688324, + 375.3745322370478, + 392.79684008007615, + 436.25565654587314, + 382.40848517917703, + 355.8721613739588, + 408.85446718366677, + 360.9731651782125, + 0.42244387666551547, + 415.12989483451605, + 346.5178480287555, + 349.8265980888668, + 412.7899450426913, + 417.3505049302707, + 422.5394907870154, + 375.79667625755707, + 386.26163005460126, + 369.7352130446631, + 366.9506026958168, + 356.6825650529989, + 0.3907258106403102, + 384.29114535802694, + 385.18278228805656, + 408.7057211523663, + 308.0587846639979, + 387.73266346447474, + 405.32561587970616, + 326.05648946213444, + 402.0246369156504, + 391.6785800390727, + 382.3517034924453, + 380.46921841468674, + 335.095166241786, + 307.1640709577651, + 419.1255212595172, + 322.2139562664536, + 364.8854782250162, + 445.0871104108168, + 363.654292886573, + 403.6869569021297, + 355.3149297194937, + 409.1482896975811, + 294.7181044950287, + 0.40792930602487504, + 324.4744070166194, + 419.6073609308778, + 384.06333670268356, + 345.24992991495054, + 354.2825922118379, + 0.3960179754332622, + 0.347924319343797, + 365.8663785796098, + 415.283155758783, + 378.60257575567425, + 402.9868383551342, + 0.3896613423371945, + 0.39691596718407607, + 405.3074494933731, + 427.11907245066925, + 0.330637604746364, + 395.9066236305245, + 426.0396110001995, + 397.2548348831927, + 398.91950102675656, + 0.4147398745114733, + 427.95072518884024, + 393.68644591291513, + 408.3620963013582, + 382.490957112673, + 342.6337564232333, + 0.4094718961517357, + 335.5394473201764, + 411.7992826205298, + 330.6801605995455, + 336.8461880586958, + 370.8654924773083, + 355.43685035383686, + 415.3187896745114, + 372.06100812304516, + 314.4742703473326, + 357.60094020862647, + 379.3886506372855, + 384.2174526821931, + 381.1506947173257, + 409.0651518562825, + 428.69217940420754, + 380.8208960723686, + 352.3882783356689, + 342.8854342221543, + 444.2201877276156, + 0.3712354628621242, + 390.1630003010044, + 352.8863824995875, + 0.34528868155312537, + 341.36733815633437, + 375.6272760630683, + 353.9920102105614, + 365.5198525419163, + 421.9530333482914, + 313.09518144940927, + 359.01578256649606, + 397.0424656449255, + 0.3645099146708506, + 426.3906815492491, + 310.5452842423713, + 425.22559982408666, + 317.9726044086913, + 378.67003561576263, + 0.30631099995650923, + 0.2959131932458364, + 420.6704592501927, + 338.21127793863036, + 389.11567135243877, + 357.1590505893863, + 425.30616347813924, + 357.78392529765443, + 0.3753138464004189, + 345.3456477372898, + 0.33729464664061, + 396.13615661175965, + 0.3669096127678113, + 296.8287113474939, + 420.0629617917029, + 357.9763224064723, + 347.09955184454515, + 317.68911154588943, + 330.97752437675206, + 389.5958068044505, + 403.8948179355764, + 351.607089242436, + 451.71801950307656, + 355.4020334931534, + 368.9029058380338, + 338.71590518949705, + 369.73099592813327, + 420.1676178467822, + 430.25809878352476, + 413.6859013136033, + 309.81505392088985, + 0.3195961344303589, + 319.49446037398803, + 354.7369816759633, + 340.0969139153955, + 330.3037246911979 + ], + "yaxis": "y" + }, + { + "hovertemplate": "Data=Synthetic
age=%{x}
income=%{y}", + "legendgroup": "Synthetic", + "marker": { + "color": "#01E0C9", + "symbol": "diamond" + }, + "mode": "markers", + "name": "Synthetic", + "showlegend": true, + "type": "scattergl", + "x": [ + 69.90381461186237, + 24.602815596597946, + 37.25938171493996, + 25.024466221181584, + 27.525265272556137, + 37.335287766684665, + 45.71456428020841, + 23.15325196843534, + 84.45392755298032, + 33.25733122257388, + 60.82290894480548, + 74.48757589215138, + 53.55559364130599, + 78.42133485763122, + 48.26293063251105, + 45.83431463033991, + 42.658795319144986, + 54.99182268127737, + 67.06741061709283, + 42.15433079555933, + 67.03384415460414, + 33.33949533846575, + 51.357035912572655, + 50.5452765671496, + 86.09260322094345, + 50.758570279440974, + 61.09579638853273, + 42.670291212574135, + 36.27146871759959, + 43.331574263253366, + 55.239902222350025, + 34.29941680698029, + 27.68605830201441, + 29.090714464951745, + 53.93648396970029, + 42.083719756305655, + 48.27407938027655, + 20.345802983713295, + 55.396528887823834, + 47.893573771188244, + 32.50799986399982, + 25.215179041531556, + 52.369469426619105, + 62.86379084314913, + 36.83528546557619, + 30.234569950366208, + 53.50660944067083, + 39.96762497222616, + 59.973594329472974, + 52.82753702334173, + 24.59251927651825, + 51.44879678343277, + 31.191499103619556, + 49.5140836477845, + 26.136449610704723, + 55.04540271503616, + 31.387505949962502, + 72.02415796994879, + 59.313171094972944, + 32.68430713852301, + 24.565271202072857, + 33.49250191315266, + 60.003403672474874, + 23.5485883688523, + 22.458902309008387, + 37.076508001616915, + 56.74298641856919, + 65.15251187457879, + 36.91971482289395, + 36.68172757782517, + 54.29232511155706, + 65.76834598593577, + 36.83905373410227, + 54.215734366475374, + 23.13380844257448, + 45.11095906796075, + 30.101363946611876, + 41.7666324231408, + 39.58730484242531, + 49.990639680548966, + 26.080165487689396, + 48.31564208713529, + 35.36151344907675, + 69.41878446096726, + 67.35088249234029, + 47.5117487546421, + 32.28234399396752, + 45.91444822185596, + 30.045972376607445, + 28.380380916918277, + 33.90285450864008, + 42.98118285065995, + 41.41815500997842, + 39.057690943627236, + 68.17295288177822, + 62.946515734286734, + 49.6165513277547, + 48.486468604589106, + 39.47500759416087, + 61.170884643580365, + 49.490345006018885, + 26.667189074658232, + 27.168665400407452, + 46.88404769909397, + 84.4227025330861, + 50.51201063882665, + 23.97924463068736, + 50.028642032232796, + 47.14420089089587, + 38.02405443296421, + 25.3799418473184, + 36.26866901893904, + 25.53071958703304, + 32.31682766989579, + 37.09652737367148, + 45.61948567290018, + 44.898250822013054, + 30.579667785249914, + 48.91251102918007, + 53.87349539845471, + 32.27620828586447, + 71.63720708571678, + 57.09680982867121, + 26.444285933546716, + 38.22490582520646, + 28.957085969160136, + 24.025187022167117, + 45.45907399821634, + 29.075868845221333, + 50.854945854384994, + 40.77098981833491, + 20.623171604080078, + 36.39715301091644, + 56.393711179978, + 41.48028011908424, + 35.57571036434592, + 55.5091916422427, + 39.48087003822205, + 43.33920954332605, + 36.82840442248087, + 40.973287324030736, + 34.55051228573513, + 51.66092504485799, + 58.52474740519709, + 43.36879015574955, + 26.04173422357004, + 67.84162324752748, + 52.82821974579393, + 46.515978976000575, + 38.056600968493214, + 69.86447712571967, + 49.39038760518692, + 52.27303914265332, + 36.14565442028269, + 58.32444810400504, + 32.15278157473147, + 21.362072159717133, + 37.468406484512, + 34.095834942673136, + 71.35853151313877, + 37.08965981465704, + 40.64940734461672, + 43.57688861915657, + 24.13987970728873, + 36.37102612583551, + 61.09004438615665, + 45.061248976462, + 31.12733821151638, + 63.15299538236796, + 26.34333972964317, + 49.63319102250344, + 34.4216897945827, + 56.55651283319558, + 56.57957449131362, + 42.6110999140383, + 53.36089824658413, + 38.34005193229288, + 33.64826171269732, + 41.30037577963034, + 34.10207070549806, + 54.730111484120826, + 49.60313416962052, + 43.471545702509395, + 54.99967593873957, + 31.739241147808553, + 24.458452762817732, + 66.63432042610471, + 43.403873110735525, + 44.03274426265279, + 24.968162278306725, + 52.062679776911594, + 53.88853712725938, + 29.346269645546933, + 23.058508301879257, + 57.97880459817513, + 61.66652579772605, + 46.73335611562963, + 32.12841554288076, + 42.84932601441581, + 59.21708196768839, + 54.6685430993614, + 64.06309857871699, + 21.04090301492652, + 63.122287658844485, + 27.10703941243125, + 37.50660340078355, + 43.60069208746499, + 54.626053092994596, + 30.941430700730443, + 41.49775903592783, + 35.687556148411296, + 22.13068095218695, + 43.212634291274426, + 42.1806631959121, + 22.12370912260134, + 37.11861303449092, + 40.03933877761736, + 66.34329518097155, + 55.219171634160105, + 44.136450903009035, + 25.85229193786746, + 56.551778741725926, + 34.25713106182536, + 23.249849335576236, + 52.71059452052329, + 52.94888818798769, + 58.90315616522278, + 39.55898705829302, + 43.39069789024677, + 44.270223272492984, + 40.17395355731148, + 40.03341015144329, + 59.78541975263613, + 59.63355002487236, + 50.04212874021876, + 62.25402251326342, + 31.513368197581993, + 28.972647233937597, + 33.35976208375551, + 40.4104334381766, + 20.71547597804342, + 38.81829278112437, + 48.45146401593698, + 40.817713944784316, + 27.35988220579565, + 51.34050220773803, + 36.72419768610699, + 26.68958256292924, + 24.562398962399715, + 78.26954916804203, + 69.08318866488999, + 36.08983032619646, + 23.865707122106034, + 95.71741496787098, + 57.365951669430984, + 44.446010340236526, + 32.414454135984585, + 53.225243533469126, + 52.921830155084095, + 32.65154456928755, + 73.77584320525919, + 38.83499166492388, + 33.53132467911924, + 38.553056325311346, + 37.41694361794323, + 49.37931373202933, + 73.18585081521634, + 42.595624395242965, + 79.14423413919204, + 33.417187825194105, + 54.11511912968672, + 50.920856471356956, + 22.76232008209133, + 29.9305193594111, + 31.33534544434574, + 50.94375469649107, + 23.613899242507138, + 30.06915598142451, + 42.94024133214727, + 31.877116740216042, + 78.85897802993999, + 62.89424765630103, + 33.629296612853075, + 49.68266771501551, + 55.146928583097036, + 32.124755933113754, + 31.39968986885529, + 49.52672015435186, + 57.949279151789995, + 43.83030941232214, + 41.22025788327467, + 33.6359797658585, + 56.95655961870908, + 68.01075583835198, + 77.18979886445298, + 36.083226863390266, + 46.99390474063546, + 44.3032632877661, + 62.84585980686823, + 43.08980784294536, + 50.9667499508149, + 76.55381890137141, + 38.47208711396229, + 62.13824221444919, + 53.03698263783143, + 43.20981421141764, + 40.513099707004784, + 63.56810439679465, + 38.33545910174396, + 43.14697071893144, + 27.585151357213604, + 34.36467209999895, + 70.6545509464079, + 23.833238546563862, + 72.93423006096776, + 55.5193534177442, + 19.64305030065555, + 46.75739037107098, + 33.82951196426933, + 53.40958910310049, + 60.272164937545384, + 24.977058352081187, + 37.35334525765249, + 30.00912902678523, + 38.20559784145935, + 44.98084997274157, + 43.63183092919485, + 53.10416230050318, + 76.68376439700123, + 25.75507478165045, + 76.76901553875187, + 47.41618360007097, + 44.285197061312275, + 51.56773291067847, + 34.23117778757939, + 59.94299086607211, + 30.742150510401338, + 31.926826984137477, + 24.345518421382174, + 34.488217122340004, + 31.285881624304757, + 57.89782320597965, + 45.384274918298374, + 39.8476760011591, + 49.440762570938034, + 48.01603536442482, + 31.36173416194432, + 64.54038554299686, + 46.023550145316015, + 72.9464414065922, + 30.378550113625117, + 21.426380853811803, + 60.26155262591321, + 50.20270467384515, + 40.47235923140763, + 58.981560634846076, + 29.881654778695662, + 64.77641956630818, + 36.583457566555516, + 43.28850407679647, + 68.73469114969669, + 41.94263413402785, + 53.21888831800459, + 49.83401142833337, + 19.417776390045653, + 35.462107610007564, + 62.76886908646463, + 32.84670001186637, + 30.953335133041087, + 25.094750374955865, + 26.837708499073067, + 55.241719793511535, + 36.59811932691133, + 42.531705182401694, + 37.275673178122844, + 41.280256929875215, + 43.9126657107011, + 90.60702072686473, + 48.509236347977286, + 23.090739461212554, + 49.35408825420481, + 61.18844998540676, + 47.49888089093672, + 29.093857843786083, + 25.451734509570688, + 52.69195024137343, + 30.290367853640845, + 56.40698888990764, + 38.95744591875608, + 41.98028228802232, + 22.658452177082886, + 27.538933630218416, + 49.36613918571887, + 28.375467645916718, + 37.59186915897946, + 38.629451635096316, + 39.502600682126726, + 45.89751088928591, + 37.78172063286115, + 41.8822757831166, + 23.93564812787863, + 54.59931002475652, + 43.73485260154024, + 35.107161977839894, + 63.58256917795627, + 34.16665348216004, + 72.00124704124337, + 25.771629718720227, + 35.997796127968726, + 55.37240018543068, + 27.988657258253905, + 42.61427571611746, + 46.084511021426366, + 52.39024454500337, + 42.7676424917596, + 32.36840547020185, + 21.229391647740282, + 76.73874823968737, + 62.61234908097535, + 50.640959847034566, + 36.0408540350757, + 66.14882628413152, + 40.78219282786356, + 56.885183913231714, + 54.37193642362644, + 54.192771195272414, + 40.67236595316774, + 51.25563041386623, + 48.16037562725744, + 39.49339530316395, + 51.615313870054436, + 32.554947042638915, + 41.021128110981365, + 28.07309128440449, + 30.47640249824307, + 64.97652018951116, + 31.114856820461235, + 64.54433613085578, + 30.72357360121369, + 69.60218926646643, + 32.92909215653137, + 52.90877835387947, + 50.82586415231616, + 37.42678550688716, + 36.04459940612908, + 46.5919340363385, + 43.43979279291855, + 62.55673147192064, + 49.20681124834442, + 50.23333823361807, + 56.0771347618296, + 44.93798783664947, + 36.58870807760795, + 28.10242308852231, + 31.938351654563224, + 43.505083104544724, + 64.22601229206114, + 53.46462941056366, + 35.26086607038232, + 21.492876089412306, + 39.56328938984369, + 20.361346629819813, + 34.61379914438468, + 54.267571730038156, + 42.07295597493298, + 36.249671814720465, + 67.74907661351227, + 31.368858594415904, + 25.96116261477381, + 26.886207162029308, + 50.22834350814934, + 39.25999130122087, + 65.42399099863084, + 47.490290172364396, + 30.69392307304181, + 34.55395926272258, + 63.225701675132626, + 46.173541334204046, + 60.307283598046055, + 61.0469478005555, + 30.820607700733156, + 53.135515018693965, + 49.10246604763597, + 41.32885080040806, + 70.77490265461525, + 21.7603028488661, + 38.427322916070125, + 62.900865292850355, + 34.47436877611203, + 82.29224770088993, + 33.12792236541986, + 28.944632113727288, + 32.06704983453427, + 40.574729831258104, + 52.09939387462455, + 27.211359567942303, + 39.06627421606184, + 54.007217894377945, + 26.05862057564758, + 48.627916710455764, + 41.606270351217816, + 49.1957945221694, + 59.31718864000736, + 45.209219570831976, + 54.459318219968665, + 41.14789088579428, + 46.723803350251266, + 19.768075549414583, + 52.62327955927182, + 33.1755043195525, + 55.644149356078884, + 28.527352963270033, + 45.15275224817829, + 41.227104429508074, + 43.62491019310949, + 35.26608641755825, + 48.216496340807595, + 47.03188290845494, + 66.24664237224023, + 29.13205063208421, + 47.5223469116506, + 50.38211974437148, + 30.254904903182783, + 31.423777175775648, + 67.83658838576173, + 54.00316271321843, + 50.80367252409381, + 42.88503221136542, + 66.47428326821233, + 43.71963242884458, + 31.63807668229174, + 25.522393006846322, + 42.49840884802109, + 24.976771231755052, + 25.362039963032547, + 40.05017935446361, + 22.142898199441685, + 21.612492604569947, + 40.31419991654255, + 42.9418981921599, + 70.6367519537604, + 53.22737925105919, + 39.622875847765, + 38.45395687538115, + 40.73937053452035, + 36.24838701892026, + 33.39075517635348, + 54.21073114843868, + 61.10689845928236, + 39.76519339525518, + 42.008671908527774, + 44.43894524161108, + 81.31135487815123, + 32.93886555385984, + 37.25794145787902, + 45.27408624749974, + 49.004777727577526, + 63.71395084000797, + 45.65512333102113, + 24.43891864982596, + 53.7033980030253, + 22.397819064038806, + 53.23068626583023, + 57.09126622769807, + 51.19954915702786, + 49.547202426228225, + 55.951261141476394, + 37.50649407091174, + 55.613024387977816, + 35.10340576308884, + 26.62002864282315, + 46.801380084560876, + 76.06243937086322, + 46.821497455924074, + 53.7673997055435, + 51.29245396901618, + 37.67631111099725, + 29.659340676795008, + 46.28298345868788, + 31.855425268957838, + 29.657869947862025, + 40.530343735584914, + 52.28785556803622, + 44.782563363024195, + 50.81162914314069, + 38.767446510519726, + 24.82104233204817, + 26.544175380834808, + 48.3678166589159, + 27.760906134107273, + 44.394211744351225, + 30.1008766984799, + 72.83714563874655, + 35.8741145837902, + 47.6841462796836, + 55.661658413415566, + 37.157110993508155, + 40.89970605914485, + 46.80623602737712, + 69.2766221831505, + 21.725163532225217, + 61.42329403158881, + 40.079449050357496, + 25.267425618802864, + 28.592198145286208, + 45.909188029229, + 63.55428684065272, + 26.87979342616778, + 67.53085704337227, + 46.73649095490711, + 43.17242474400476, + 37.37293940195962, + 22.92715861043126, + 28.68523173267454, + 31.113189025091607, + 65.99302374179638, + 33.90367867391552, + 52.74793336640178, + 39.71913135487915, + 37.35911162097825, + 40.4303906510503, + 54.21447176159002, + 57.96579237490725, + 42.89667757973162, + 30.18046278222263, + 42.01381215043479, + 58.274804815615724, + 70.15866967467859, + 68.36428516238814, + 37.460524271110955, + 30.283278084452057, + 28.66779730814965, + 59.26696735013293, + 42.1534302626242, + 39.954129173747894, + 26.401288651807775, + 33.61506289178318, + 36.85964728284324, + 78.61821502681265, + 46.07045052300258, + 38.08533805563165, + 30.966811690760437, + 39.561636810429405, + 42.334346781326275, + 37.10425139699162, + 42.82151657274595, + 28.907071699012228, + 34.51623422791384, + 52.65218374938523, + 45.715007713560425, + 27.868956468552234, + 27.02633630345199, + 63.18242121660843, + 37.32975256194139, + 37.75129024190356, + 35.94545276745016, + 38.84869929104727, + 63.26692688894977, + 52.30190871500959, + 24.87029424578626, + 23.035606432598847, + 45.65718179442816, + 24.838152786607655, + 41.87580171003513, + 58.87539677504455, + 52.50565646331013, + 29.55002020500919, + 21.67253445629349, + 25.083556867016902, + 65.49005637715834, + 26.063098433065058, + 38.45858739273967, + 47.11812850565616, + 73.60029671898985, + 26.21114246397849, + 31.084100478845798, + 77.46932239598046, + 30.211856370585444, + 51.60231927983685, + 32.9062779338429, + 46.32919316255814, + 25.675576379488042, + 41.38538107275952, + 67.79623121204148, + 37.84483885934843, + 37.83791530342606, + 42.31835205750215, + 49.7550675708066, + 36.835477537394766, + 39.7654084469172, + 29.738483672335033, + 54.05961526884995, + 21.920098859816136, + 29.749085853482534, + 45.9566703360932, + 25.7288142767907, + 46.52154296012509, + 44.41215407962484, + 75.2408276219534, + 51.01337826661009, + 60.18267529629006, + 45.19975782235831, + 54.114933835346974, + 21.174492772030018, + 28.40068466827762, + 32.60930552114465, + 77.82488365200544, + 56.27588337894147, + 55.67134905718811, + 49.9379891240166, + 28.567092591980057, + 36.3627179181826, + 62.54815361204008, + 42.62828416728797, + 59.78726012697645, + 21.938144805398494, + 29.677930592621017, + 34.71346221744378, + 46.96011749815759, + 64.66029933372492, + 58.41813448212966, + 46.39605704963164, + 21.80509394113654, + 34.40704274458244, + 26.885576964969417, + 35.703902212724984, + 32.485661971318, + 62.45788706513186, + 37.2932768046065, + 30.293600738661667, + 73.76624079962262, + 44.206895189128275, + 47.09166081526652, + 24.75198342694936, + 40.98290909270263, + 46.8585662357956, + 20.624246998241855, + 39.52485209420528, + 51.767017476290434, + 44.93150561711229, + 43.90684872299464, + 35.794459243470214, + 35.2312335360114, + 59.97053620086645, + 52.64600799714715, + 23.80896975353569, + 24.63991705910508, + 65.7008053157022, + 32.807401223224105, + 86.35183536608278, + 47.850808011728574, + 41.30208382111428, + 37.42587254859913, + 35.6163274249377, + 34.14851459007136, + 56.936770002027004, + 47.0598168778954, + 39.630804192094345, + 48.80348821631752, + 21.61705847517137, + 27.417572723049794, + 20.345282729748636, + 47.48373250831888, + 30.828626602013458, + 47.3456212063156, + 45.5578273102179, + 31.603130800416384, + 57.30924638122107, + 42.66921893599275, + 40.07949421016876, + 27.788764454831913, + 42.78229773266608, + 57.72273632383779, + 44.74086049532769, + 77.93608601265983, + 51.29716149959549, + 40.380264216683265, + 38.349358811799576, + 31.368910923652734, + 63.12892813012033, + 40.34706966769667, + 26.858971255809976, + 38.87917523793863, + 50.25919426060766, + 48.43234439331698, + 40.85411372597984, + 45.185552735475156, + 39.02692097684428, + 71.61110659309759, + 20.175065498067898, + 20.326477790003075, + 63.11085091544817, + 28.76374297169947, + 43.21465433589411, + 44.4450793701761, + 49.4056863313226, + 62.94366578317228, + 53.54403834944033, + 30.451610849170997, + 27.26864860002475, + 49.20791044167437, + 41.410544254739584, + 47.336351118145046, + 22.864458248582643, + 49.72506568785808, + 65.92484193930885, + 57.402035936163585, + 52.65296054830959, + 32.33363099171692, + 50.380006605387294, + 44.24655292773289, + 40.027728999768556, + 39.760869962703296, + 22.06976165240382, + 30.936514584779236, + 44.99586077457059, + 82.66144934514138, + 61.81700673918415, + 44.2971376481159, + 32.50241751912592, + 31.71846455497903, + 58.81736870622133, + 63.81199709093501, + 48.48121624494537, + 36.93536565625567, + 76.01876262519667, + 41.16741242900115, + 36.753633008544874, + 40.50994912068266, + 52.24732948453355, + 41.74017459267321, + 43.15213788732704, + 38.085778812150906, + 24.476124280872405, + 41.25979409226609, + 47.74182454716727, + 56.37841416886221, + 47.476267072478095, + 65.81605487598833, + 43.5711399619144, + 26.72148703114161, + 55.98926093239021, + 36.15973113436674, + 43.48224669831224, + 41.93460523377897, + 61.548187214554304, + 29.999517876898395, + 40.62376789216245, + 52.76761611918319, + 49.760958855019545, + 65.03905682669998, + 58.68710952007052, + 58.1518353549649, + 47.03029006925742, + 33.34941691706623, + 37.10467838515481, + 44.56054373539932, + 53.87905140472779, + 40.571171253043616, + 38.84971178496771, + 45.05704961851343, + 36.285604173052626, + 56.38482664108348, + 36.691091742108995, + 51.72416321138333, + 33.941747197559835, + 50.81078411997673, + 48.33174206204375, + 53.20278362016225, + 43.48497300318127, + 54.99794734770494, + 23.320125805639833, + 49.620888144732106, + 51.697502687527276, + 50.45287727113529, + 39.70301940616805, + 37.49956933770652, + 49.23321376554099, + 58.385408748297806, + 37.82387517170735, + 32.80527551042252, + 24.83311270017454, + 42.889194402895725, + 32.227786693465205, + 57.076858088602265, + 28.57881673155952, + 46.25530867680859, + 36.466834463886414, + 38.19114745392603, + 39.86461753623579, + 57.4506309510769, + 47.69722909955088, + 33.016938801109255, + 30.767368799345636, + 33.1285360962587, + 25.007243250477732, + 26.999122776022094, + 55.292269228838336, + 54.43424609079679, + 36.89729520830311, + 37.946366503652925, + 36.308937856284636, + 60.44792032000571, + 51.95656358112714, + 46.77472071398152, + 52.677841255363404, + 51.82832656740811, + 45.90114737324406, + 74.34348024436053, + 36.99176546142634, + 61.82576968760502, + 34.21478196849125, + 45.34941135114319, + 50.633820543219315, + 45.69323813568323, + 31.162142832882925, + 29.034280645076763, + 36.062714930345024, + 19.446428729351677, + 32.656591873337085, + 40.404354488355324, + 66.52107122825429, + 37.5144729677978, + 33.8022814589783, + 40.528703219841574, + 32.20511550328208, + 42.01403616334751, + 45.48140501274103, + 55.02296119778845, + 30.968449294623767, + 40.337592222069176, + 62.257020309550256, + 48.99184586329903, + 27.75280897684194, + 51.31894320303017, + 59.13712538188709, + 46.113379628334016, + 31.415944768873494, + 48.804634232364094, + 76.05461629444264, + 41.83679264739667, + 46.33668887405094, + 24.38852177104131, + 28.077420667431586, + 41.035057237166555, + 34.639000917694894, + 40.03501710729228, + 88.85534176170172, + 54.89182765441055, + 24.346913192064974, + 35.12858880937415, + 45.270171414846274, + 40.24343884310163, + 43.32174945303177, + 43.45509787947297, + 38.6985872482655, + 30.887946933120496, + 56.85262528004304, + 24.134015987479614, + 47.84377139737059, + 40.2431869382322, + 57.667578399927436, + 32.28570398483208, + 75.05408540905925, + 38.880904216199255, + 58.943476278817, + 40.01592593440533, + 54.8696067885771, + 32.14115685387159, + 41.33072372455703, + 28.483970417171914, + 31.57402791375585, + 37.3674740955075, + 34.16957670298118, + 34.03684912174261, + 27.262477211309665, + 53.67605586010707, + 48.3315353991389, + 59.44357270175361, + 40.79788672671263, + 38.43100863664424, + 41.05394697342503, + 51.42012797762915, + 41.43411338698229, + 53.118460232489056, + 49.797112486441996, + 39.07118358476862, + 36.38795154522117, + 35.6682519561188, + 39.14220763599242, + 43.35661208713961, + 40.04968298413485, + 34.43161385504278, + 70.8502743878175, + 48.68299999493683, + 35.866125532247864, + 24.624486219740618, + 19.778384718611022, + 56.18526054557324, + 25.24811582260444 + ], + "xaxis": "x", + "y": [ + 443.3144367689422, + 320.5836032859737, + 371.97840717350505, + 353.93951501051276, + 341.0395490493873, + 370.32302798844535, + 395.3220968389452, + 17.286917442930232, + 407.71091839355154, + 281.15423715581653, + 465.96615015217725, + 389.3474830032203, + 355.3111751461693, + 422.4656915380979, + 427.83692209288404, + 393.6774588818404, + 374.16130475097856, + 441.26544139374715, + 472.836931442471, + 354.058640875253, + 458.80354310072977, + 345.19422331741396, + 376.3699422716669, + 389.99944853750463, + 400.2349203097527, + 344.4739654167224, + 391.4261161581234, + 317.2628148394058, + 366.6098282011198, + 361.7535996133577, + 372.44676324177624, + 395.00783342289367, + 356.23296380927144, + 367.6269454984514, + 343.264617013624, + 381.3789738967108, + 346.8864450127611, + -30.94537773254909, + 428.2232328707626, + 385.50715006451867, + 347.96478538869064, + 374.297618234069, + 377.9839523597699, + 386.87659706303185, + 416.8278279864813, + 397.44309716590266, + 425.18313264798525, + 364.3498546252625, + 372.39076397577895, + 420.01296620570844, + 34.04880551358587, + 312.84030206011334, + 367.2422237041207, + 410.9131190148415, + 21.7284606460724, + 379.37966405189024, + 362.63924216041914, + 417.3678006089983, + 415.6582781201555, + 249.0585449627176, + 329.2749266337284, + 376.0337622970267, + 401.7873809428295, + 16.90652135069128, + -18.777021489757473, + 55.523719670603185, + 463.79229024543497, + 335.9780397641462, + 431.5829219562722, + 412.90104222559825, + 285.39164461475826, + 395.7630062680037, + 407.9304685969581, + 416.4415513709124, + 395.97534472407375, + 418.1051746306258, + 323.50105890040624, + 305.681267150165, + 313.6148675448784, + 373.1768107942122, + -55.98383625171072, + 397.31559981288467, + 398.27274841194185, + 412.9959952988443, + 451.88341729536717, + 369.461676682167, + 357.6628577498446, + 368.69501667002356, + 340.9970821476749, + 327.38886277117734, + 358.87515992121007, + 401.39236716992485, + 344.1590795523857, + 363.56416854857923, + 407.74958656653894, + 417.5990984671551, + 356.4362734054236, + 410.51511685532023, + 289.95861537145066, + 394.8643870344006, + 412.9847808149831, + -54.309268096242235, + 391.9682984221495, + 376.40859179352924, + 432.29011166513556, + 389.1189998502422, + 248.36934669764435, + 407.154156123367, + 404.9164381014626, + 322.2921235061381, + -34.41733732469221, + 320.7733124677402, + 363.3872962819418, + 341.2200379198061, + 286.8474504160564, + 371.8473373227651, + 377.7603165103102, + 326.9350508769993, + 370.76313898273565, + 394.2892427072676, + 400.5961550081909, + 424.76136399509295, + 352.7776000562936, + 336.34428250490816, + 375.55294197259207, + 380.0314809731437, + 313.31184003711746, + 385.3604578408611, + 307.36332888480166, + 372.60205534769335, + 362.58758481809906, + 303.0905197749043, + 405.43290604644324, + 398.06062224270704, + 380.0916426514099, + 41.30042632231556, + 391.0266643324822, + 373.2744781098025, + 329.7304994426187, + 383.18255482927776, + 379.9846220033865, + 356.6558202079121, + 288.7183700075708, + 379.54329921001676, + 435.1795815334262, + 285.1629420154203, + 457.9994519296275, + 391.2836817211408, + 453.27786384406687, + -16.373928470064946, + 407.9428079481184, + 364.24306572196025, + 368.1431128576671, + -29.686175981991894, + 436.44242901249356, + 323.4598330057963, + 16.598255671754398, + 368.83571572473573, + 399.4850696508908, + 475.8766098476995, + 403.73639514223794, + 401.76837772235854, + 409.4818688200637, + 299.7178521874935, + 391.8666394206916, + 419.62481190012596, + 396.1646248769699, + 378.52788412313924, + 416.96929453090024, + -5.775769997788023, + 439.3209979588488, + 333.853471883278, + 315.00206078122665, + 380.06683730567954, + 382.1852506705584, + 370.30995172751216, + 279.87189841036206, + 373.50699376115665, + 437.04436402690453, + 400.04529917704065, + 400.1221077900373, + 342.9359786327511, + 361.91663562913027, + 342.21511981781714, + 335.9018817507815, + 365.3370077246759, + 421.1851852432854, + 360.3912550154279, + 426.7468139352891, + 340.29518804609563, + 455.16291858841157, + 415.0817597244291, + 307.82535135149857, + 29.225811644503423, + 441.17025747032784, + 452.09010464379475, + 339.7216418077926, + 14.335645033038128, + 393.07670466576343, + 416.1091230693479, + 360.0808964390335, + 412.3570445783816, + 283.91885741912154, + 432.13354878947484, + 313.0098697304508, + 384.2588131922473, + 349.89815301342435, + 360.39440301791115, + -11.508456526997627, + 298.4163771468896, + 379.7033855093803, + 286.015111788564, + 358.7920084411629, + 374.9188565122557, + 356.881726377917, + 428.3652262765571, + 406.6700321789004, + 370.29689215242456, + 366.2834306711926, + 353.09863938168195, + 54.68899099099844, + 426.0004946589866, + 326.58779063902017, + 283.01833103168286, + 368.2534622465751, + 355.23062268498376, + 379.9078569203545, + 362.13025967325024, + 423.4168308051104, + 328.66329962842553, + 406.2804681129496, + 394.98576216869907, + 446.39053237418346, + 439.3111427588923, + 295.4798117325841, + 400.19371539921895, + 380.35659938782595, + 369.30254633553704, + 323.0975325031705, + 307.3190685273794, + -10.014091468921594, + 333.4920733205797, + 379.76828079311804, + 328.3254588068626, + 349.7868652853437, + 393.7513880861321, + 380.4433822540313, + -50.50013716820113, + -35.91042868891491, + 418.66578019602196, + 404.8238284408845, + 422.66707988077025, + 343.80598488032683, + 508.88439803491264, + 431.8256542562738, + 353.4390382289532, + -37.810980894957154, + 382.2990990966622, + 366.7441915577464, + 350.0282319702139, + 419.0893588119819, + 371.76762641520224, + 344.4986560638497, + 368.3309094202731, + 315.6649124970199, + 413.12402184889874, + 400.17711710678634, + 353.26472017497827, + 471.21135789696115, + 362.62085366157856, + 340.1801654675456, + 334.8278305122233, + 285.43661410472873, + 280.58553587303646, + 399.2618884156128, + 383.5700568197274, + 305.92586470288796, + 304.6495648978547, + 456.6865376126134, + 341.90716948041216, + 387.58094007624504, + 378.2830261650959, + 283.4566976856864, + 365.0829924100827, + 435.4482830516781, + 34.826173517566964, + 371.09209512427225, + 397.45622021326756, + 396.4518145322557, + 409.71515829976096, + 367.4802075864306, + 391.0037792053004, + 378.4437163124601, + 474.0935136812447, + 446.57245843520684, + 317.2657585621849, + 68.8250963152914, + 353.23976708524333, + 458.39412800530005, + 365.51546838247174, + 351.33235921918504, + 491.92845905887685, + 321.7158391853024, + 446.9053716910729, + 377.34059631970473, + 385.32861440070843, + 294.843534112964, + 397.5422803402156, + 415.737942318099, + 366.6740044318935, + 335.97799952234396, + 13.552490656261181, + 417.7909701038542, + 343.6768235191979, + 462.7670248959216, + 447.8085203850655, + 323.8699358354368, + 341.3215974615749, + 385.7088912161731, + 423.57620504562897, + 415.3326387279424, + 363.70825481561434, + 322.1549715813515, + -8.053729977559906, + 2.6495523297492043, + 386.95560800623736, + 402.83100218416615, + 364.1466111254828, + 379.99956666299573, + -6.328362190090461, + 437.7617339359061, + 346.3352255778144, + 435.4749385103609, + 353.583169227585, + 352.2442964129869, + 379.3327917695715, + 326.5840067723514, + 355.0726859638414, + -30.59216563415323, + 265.64133691659697, + 387.41796313819174, + 424.92414054530184, + 370.39386530539787, + 342.3855613735806, + 343.1047241538138, + 366.65621690073567, + 330.2141293359331, + 394.43354642240877, + 362.87607739734494, + 453.5530208827048, + 5.349152558077105, + -34.68258759093537, + 428.67847117693003, + 379.15747583330364, + 330.38370166285443, + 384.539634846597, + -6.6732516724644535, + 374.50240089422937, + 324.5991215142193, + -10.437963223192304, + 406.57195392094616, + 351.46752296751987, + 389.84710778327997, + 366.82140645038317, + 311.30470322754536, + 344.15025881655646, + 429.22792722115923, + 330.6070686957924, + 351.92105435410696, + 357.6571385630988, + -32.40134238597461, + 339.51849901264166, + 326.71699650256744, + 323.3591782464813, + 387.0443728573348, + 360.1485602253352, + 319.40535299585514, + 427.1193972561294, + 382.1093122279669, + 287.192245667959, + 380.4737471382331, + 449.0178933901966, + 406.31896225769003, + 338.38902521985335, + 379.8812773691453, + 342.9989029127575, + 364.59101764414356, + 402.5441586925305, + 403.02196663315675, + 370.50885618775226, + -21.46169530559636, + 374.70167334656816, + 423.38019853426357, + 330.3601946382546, + 407.88285708252664, + 445.9922740957129, + 357.6401310367955, + 391.12378162422516, + 345.32977907274426, + 400.8267986871595, + 268.8066885059284, + 395.40149223569375, + 329.0487695153582, + 409.8798539045749, + 460.9200392293634, + 339.2969934537408, + 449.80452088509287, + 369.1880606654858, + 365.92606857015164, + 329.30107289995044, + 337.7214554243265, + 362.93965612085134, + 428.9717911005371, + 421.43450521424666, + 379.01847999920244, + 322.7980878709843, + 312.8175850938163, + 446.44739100932486, + 388.8438585642858, + 414.2175130172845, + 407.8828158795456, + 406.2748601288234, + 360.8521548906311, + 354.33516731267576, + 375.0832555416572, + 416.331651863993, + 301.9385456691667, + 351.30835893279544, + 425.46970029813275, + 327.662826725634, + 425.6328752356963, + 9.377953987969558, + 343.4491898072716, + 304.05212984157527, + 360.6440141486328, + 430.4405398433782, + 11.171933528793385, + 393.8836536809664, + 348.40410577650925, + 431.9401457286132, + 328.6151320391453, + 462.8496881507942, + 346.06607634763844, + 325.554575162101, + 306.28920140304086, + 442.3779601909014, + 357.9372381458622, + 395.89274866650925, + 324.99187176807874, + 433.73079483862114, + 395.8493295176336, + 369.50357712829395, + 273.0473710934864, + 323.49079263753674, + 393.9982922086769, + 327.95865478976515, + 363.2200404619229, + 383.6891641112147, + 330.5061550224794, + 313.96849366534, + 294.291197634923, + -40.99867219376542, + 397.7070466325294, + 503.6487820881095, + 329.77487407928527, + 275.4763483176486, + 427.1277115908074, + 257.2899474847785, + 337.00400746965124, + 314.39809398612226, + 436.52803633060876, + 355.81413980275033, + 371.7723329071961, + 390.2742151396826, + 302.8129788224142, + 385.1140646832541, + 405.53268270441725, + 339.04326409477045, + 428.0621954622054, + 420.35517940742676, + 366.38187216196593, + 403.7581315533745, + 343.9406808570157, + 383.21470395714294, + 414.571152197933, + 322.2318068625038, + 412.20394062683255, + 461.0178989279417, + 324.94116318085923, + 435.77519344965395, + 349.3970697376341, + 332.8780380183758, + 344.806030828559, + 392.4327775226251, + 356.5258216454893, + 343.847650329007, + 323.32168011813144, + 347.0173511966928, + 269.7500707569118, + 381.2864708720376, + 369.6206097929078, + 401.1341988784303, + 435.61086979257357, + 321.89879043866836, + 450.3390598164979, + 359.18348513470875, + 386.03710117371315, + 285.0332867469298, + 338.15153121807583, + 346.43694198126104, + 369.62138123277543, + 346.75730755946705, + 383.81144169394577, + 388.8237772674781, + 452.26014457270065, + 5.003450509310285, + 304.54641202690664, + 378.4958440643818, + 314.26193884838864, + 312.246984736462, + 413.8842325319245, + 400.68823056927204, + 361.0753170900446, + 368.2864638713289, + 403.0443816000733, + 423.6599139566131, + 362.90038041209976, + 388.15179920030533, + 347.2883188746928, + 21.21844490705019, + 366.9339950582283, + 350.02341402528117, + 424.80121892460204, + -26.476789393129927, + 301.5643056732525, + 344.6261665067674, + -31.48011125144188, + 325.275112503295, + 406.1353976649103, + 417.4080837156352, + 429.1941062236623, + 416.1674817595105, + 62.84199132385554, + 364.7278465771363, + 320.1878168200487, + 378.13270594849877, + 365.740042118322, + 313.61543213006684, + 364.81747698221636, + 378.2580107659644, + 385.34820575016846, + 352.00514672643925, + 426.5641682603075, + 337.11354715943787, + 428.78654365429566, + 385.81439727522434, + 355.5716731926277, + 406.9429710062911, + 371.7317987915782, + 335.57293574445094, + 332.4129546310847, + 265.40746219276775, + 453.4250752673537, + 370.48126826517887, + 310.10326193882054, + 362.6822041173342, + 380.8521116647123, + 359.7799040053866, + 450.511475200195, + 327.19950669692963, + 14.490233912101822, + 365.2923539464928, + 385.97634391397946, + 369.01383556105225, + 377.98646514849537, + 325.18494696700384, + 295.3393247174664, + 301.41161480263344, + 429.1405845062616, + 389.2398455572112, + 305.87619971939444, + 405.7692288094996, + 392.85455819352086, + 367.792746416921, + 424.8027107533072, + 394.39595789364114, + 310.45927516067894, + 360.0345412355051, + 301.0599001707698, + 359.506865042065, + 395.20017802328357, + 281.89887730009633, + 445.06348876383913, + 276.2171034021518, + 316.4606470563845, + 408.0970240404657, + 398.0128096199321, + 347.2852255555956, + 313.0325679482875, + 427.94669037391867, + -40.74871740448501, + 347.8111177390277, + 348.60874498825166, + 314.1495846819292, + 412.6431904328791, + 386.60567977666113, + 371.08470493369094, + -35.98931618780541, + 361.3654648992123, + 401.8017973527137, + 408.1505154859923, + 366.7861187630362, + 349.00159142233974, + 360.7530925655949, + 314.7145359449244, + 455.03972850408024, + 399.86530939396073, + 378.523352529912, + 364.939078261146, + 369.20688592878815, + 356.97071439952833, + 455.10414819231227, + 404.33050010115534, + 371.4953545842512, + 8.732130703504737, + 378.1935506095991, + 416.20737332504837, + 397.26975741910104, + 372.28308033454573, + 406.92589907137733, + 349.0345044913436, + 237.57600795000266, + 351.8597435625226, + 387.53207109573725, + 354.7900625032809, + 20.93137665756192, + 305.64666203158447, + 360.97680090237105, + 464.6771575992627, + 375.8868179893282, + 279.71100177272126, + 353.85839995997094, + 375.0349031648105, + 367.1257302094831, + 398.6073555914662, + 354.02374766576247, + 319.9580483508985, + 285.99183743502465, + 349.8107012340561, + 396.32104927829283, + 313.3734940074624, + 328.71573241669506, + 351.6345385780276, + 386.12754684932435, + 385.82922048892317, + 371.78831046232114, + 362.0477220313219, + 393.7414040953576, + 447.9315561867174, + 355.3994992556248, + -18.747518108451967, + 347.68049126889866, + 349.91689388721477, + 387.8818315390991, + 428.0978975810287, + 466.64249311877546, + 372.68663050612844, + 11.04650183543219, + 335.3530137381128, + 433.7831342475254, + 359.47776429375665, + 351.6137713514017, + 315.55612036064844, + 391.167864451161, + 315.3556048713729, + 346.12199421127275, + 357.6358952660052, + 258.5004725708049, + 365.60688587756863, + 367.7035940172347, + 402.31050580894237, + 365.9205804685034, + 393.59535072126096, + 395.2663097753702, + 379.16642324653, + 380.0091789194725, + 311.46650345409154, + 419.3838492946198, + 369.9967206172549, + 361.99716565690716, + 335.4901181237902, + 391.912309253868, + -39.799582760358824, + 369.0058251947843, + 433.68023866353417, + 296.49197995230764, + 435.3505742611598, + 395.386208962586, + 404.618016931327, + 385.0829051848925, + 400.490861831626, + 390.57192420418806, + 417.39266315866814, + 362.7422947766981, + 367.912252568728, + 362.7588191043839, + 414.90940115426923, + 372.24613686837125, + 361.1623857668635, + 362.4517573503983, + 295.7343356111048, + 322.35045969675525, + 424.1706052427205, + 334.4730684122743, + 354.629787920115, + 318.86696788905203, + 318.3747044425854, + -44.39858159893677, + 375.3975095290661, + 338.41603922497194, + 369.1938817659943, + 393.2355237816851, + 17.581351594339036, + 346.781743901871, + 29.4507718610002, + 381.33963457851263, + 409.4718094300691, + 335.30242729481074, + 333.9103450107504, + 375.341389093988, + 404.3410362005321, + 284.60944733813784, + 404.6501749309052, + 436.4591289120935, + 397.9037221671471, + 329.17489301197486, + -17.504059107497923, + 393.78052020972206, + 344.9797547033387, + 337.1123261376355, + 372.3115702514259, + 337.71957509786006, + 312.748235267724, + 461.33020008349, + 406.99071354349144, + 339.12908889637424, + -42.47987267860949, + 387.74943424798516, + 405.3394216044802, + 450.0096623770283, + 334.0249479987465, + 370.25295130570834, + 335.5097189600936, + 40.46904766122337, + 332.9863468577706, + 430.3615627927933, + 421.117683353057, + 314.0664645767708, + 405.9394163635466, + 339.755915834863, + 348.0414792314939, + -2.428554071558715, + 366.1041298249965, + 16.009348490508053, + 389.82132229092804, + 358.4687949477932, + -50.85690909145103, + 381.78288344070967, + 396.0260120476711, + 394.7348455568657, + 367.44780696172705, + 403.18813166145577, + 469.38902862084336, + 8.605282724471637, + 422.90833681580324, + 449.91328442482023, + 394.6541269225093, + 322.1227396359633, + 298.00237008047475, + 367.9466177543519, + 361.5662209308, + 313.6560241636508, + 331.0331220851095, + 381.51067737551125, + 318.76098725819554, + 317.4861624676393, + 295.70738330825316, + 362.9999883358656, + 372.1670110589055, + -22.285311147900387, + -3.439727497869783, + 375.106418505498, + 381.3457774874048, + 433.5583592721433, + 376.18670644988987, + 384.85499427862754, + 429.42315566649387, + 388.2848120043522, + 318.41506807549905, + 349.49709913211797, + 319.69449442662574, + 349.7969634508319, + 387.756146334316, + 16.559685639185407, + 344.29662654327115, + 376.14828596958904, + 389.1108380222461, + 309.739114949974, + 328.9175019537677, + 221.0277342244822, + 291.28174643676306, + 377.9468992758282, + 337.71118290909965, + 363.48079863858067, + 383.10084238339016, + 405.9678477572453, + 427.0594711712367, + 443.39201983272216, + 392.042588079429, + 400.54076226351793, + -35.27208030787084, + 404.091770037662, + 384.1572292629557, + 353.5316000858903, + 391.71718440514525, + 457.97767280091256, + 431.21046885790304, + 373.5413552881255, + 388.66578085516716, + 347.93110249477513, + 7.840739513601767, + 354.07871257072685, + 390.9389505256688, + 23.815275267878086, + -0.6125530323126719, + 436.0876203869088, + 400.8058186499973, + 412.3872749495698, + 419.6588373885401, + 340.4002916283926, + -3.4639059289188836, + 395.2597439991721, + 313.41404320081637, + 399.53108959366114, + 426.7612104823636, + 401.90046661960264, + 332.62754104025623, + 353.1908247923476, + 332.21617199737165, + 371.91087118479237, + 405.75816927405117, + 374.722963728535, + 430.97785697293625, + 387.38104967491574, + 340.84276563784476, + 413.2718940541261, + 358.67946276789064, + 363.14656773179775, + 413.3971692199637, + 309.69861424430565, + 381.7753735463018, + 353.5779779324785, + 387.6739514139187, + 306.1902497629561, + 419.84974698244054, + 338.3222581232604, + 393.61237862821514, + 353.46037394017264, + 394.78144680628617, + 407.31213286905, + 315.12226522580136, + -28.38794460397562, + 377.6697739707399, + 294.6322146645137, + 365.05690601692555, + 309.5129497466127, + 376.7472468765047, + 370.55424150002534, + 431.53602928265775, + 420.4211912656961, + 329.756290218009, + 298.3988788254733, + 8.809392392075367, + 0.07450289786825011, + 378.90103496310354, + 388.14410010686316, + 411.1237380197136, + 28.547449093559894, + 371.5401332111922, + 351.036869016924, + 370.84796381150454, + 248.47227291466555, + 311.3362686634076, + 388.62761423659134, + 309.21094566029427, + -8.688355720320805, + 323.59347638397844, + 351.83187458669545, + 376.70686585764275, + 389.9806212776908, + 347.41112286113304, + 370.9279001956241, + 393.7094576429261, + 367.04743488045705, + 359.04265023528893, + 323.92148825569035, + 431.3056643766243, + 430.6102358631989, + 434.3470690322871, + 328.1661414673486, + -2.5691247092873137, + 363.50737195854475, + 445.6870728998684, + 379.8051034563578, + 419.56946776724794, + -27.202741113876524, + 338.5756813512554, + 38.48677729054784, + -27.848788456847075, + 366.93390871391597, + 380.0950897720813, + 460.48731349921076, + 302.49412384657074, + 13.791813143385008, + 327.33912885137255, + 341.16193925762326, + 376.5473394400492, + 325.3331452900994, + 407.3121422343112, + 300.7120037180848, + 296.2598549896729, + 415.8384558770422, + 439.0251209580038, + 384.2698715551657, + 420.4083230458246, + 403.8785335223754, + 286.48917859915844, + 301.16476699482496, + 383.8809095076124, + 413.7428016965934, + 412.4945225026791, + 355.25890237208654, + 345.20316672821394, + 330.1596101615369, + 2.1311089852547442, + 331.5462126024137, + 329.62881578512133, + 424.61507195499075, + 363.0326407169863, + -23.485211557856065, + 270.0197023936156, + 18.937515685088453, + 349.6281782069635, + 342.9017799880998, + 369.73473743276037, + 342.10811304564544, + 351.49524269492355, + 487.07258834307925, + 357.92870433326806, + 373.9851295342874, + 289.9986165261159, + 379.7243129195246, + 308.6136000395965, + 476.7574095609779, + 335.8183866203151, + 413.0231946968993, + -23.10974904375548, + 337.9592913604049, + 39.372843154499755, + 331.83670002403466, + 384.2886698026697, + 351.4449724005437, + 332.62587852738284, + 347.57656343496836, + 279.02468976022055, + -45.92657328425661, + 372.05000246368695, + 336.0045648808234, + 438.8070707486501, + 33.39184529531945, + 387.49760127381825, + 313.8237524370085, + 361.40430872533614, + 30.356152881199332, + 280.00113581888064, + 391.2821082251602, + 322.8206866248271, + 412.9915886676443, + 325.30193891235695, + 344.31007201872274, + 353.19471467521885, + 366.94753100966085, + 368.9528595054368, + 441.3908455183438, + 322.86454110598413, + 355.6139866309069, + 304.3381492279458, + 313.53953850196274, + 435.2200632705304, + -7.85321315023837 + ], + "yaxis": "y" + } + ], + "layout": { + "font": { + "size": 18 + }, + "legend": { + "title": { + "text": "Data" + }, + "tracegroupgap": 0 + }, + "margin": { + "t": 60 + }, + "plot_bgcolor": "#F5F5F8", + "showlegend": true, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "heatmapgl": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmapgl" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "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, + "#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, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 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, + "#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 + } + } + }, + "title": {}, + "xaxis": { + "anchor": "y", + "domain": [ + 0, + 1 + ], + "title": { + "text": "age" + } + }, + "yaxis": { + "anchor": "x", + "domain": [ + 0, + 1 + ], + "title": { + "text": "income" + } + } + } + }, + "text/html": [ + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -497,11 +77794,18 @@ "\n", "compare_2d(df, synthetic)" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -515,7 +77819,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.9" + "version": "3.11.5" } }, "nbformat": 4, diff --git a/tutorials/02_Univariate_Distributions.ipynb b/tutorials/02_Univariate_Distributions.ipynb index a9b30768..727687cd 100644 --- a/tutorials/02_Univariate_Distributions.ipynb +++ b/tutorials/02_Univariate_Distributions.ipynb @@ -81,36 +81,1944 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "metadata": {}, "outputs": [ { "data": { - "text/plain": [ - "" + "text/html": [ + " \n", + " " ] }, - "execution_count": 4, "metadata": {}, - "output_type": "execute_result" + "output_type": "display_data" }, { "data": { - "image/png": "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\n", - "text/plain": [ - "
" + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "fill": "tozeroy", + "hovertemplate": "None
Frequency: %{y}", + "marker": { + "color": "#000036" + }, + "mode": "lines", + "showlegend": true, + "type": "scatter", + "x": [ + 4.095558923695414, + 4.097367775469376, + 4.099176627243337, + 4.100985479017299, + 4.10279433079126, + 4.1046031825652225, + 4.106412034339184, + 4.108220886113146, + 4.110029737887108, + 4.111838589661069, + 4.113647441435031, + 4.115456293208992, + 4.117265144982954, + 4.119073996756915, + 4.1208828485308775, + 4.122691700304839, + 4.124500552078801, + 4.126309403852763, + 4.128118255626724, + 4.129927107400686, + 4.131735959174647, + 4.133544810948609, + 4.13535366272257, + 4.1371625144965325, + 4.138971366270495, + 4.140780218044456, + 4.142589069818418, + 4.144397921592379, + 4.146206773366341, + 4.148015625140302, + 4.149824476914264, + 4.151633328688226, + 4.1534421804621875, + 4.1552510322361496, + 4.157059884010111, + 4.158868735784073, + 4.160677587558034, + 4.162486439331996, + 4.164295291105958, + 4.166104142879919, + 4.167912994653881, + 4.1697218464278425, + 4.1715306982018046, + 4.173339549975766, + 4.175148401749728, + 4.176957253523689, + 4.178766105297651, + 4.180574957071613, + 4.182383808845574, + 4.184192660619536, + 4.1860015123934975, + 4.1878103641674596, + 4.189619215941421, + 4.191428067715383, + 4.193236919489345, + 4.195045771263306, + 4.196854623037268, + 4.198663474811229, + 4.200472326585191, + 4.2022811783591525, + 4.2040900301331146, + 4.205898881907077, + 4.207707733681038, + 4.209516585455, + 4.211325437228961, + 4.213134289002923, + 4.214943140776884, + 4.216751992550846, + 4.2185608443248075, + 4.2203696960987696, + 4.222178547872732, + 4.223987399646693, + 4.225796251420655, + 4.227605103194616, + 4.229413954968578, + 4.231222806742539, + 4.233031658516501, + 4.234840510290463, + 4.2366493620644246, + 4.238458213838387, + 4.240267065612348, + 4.24207591738631, + 4.243884769160271, + 4.245693620934233, + 4.247502472708195, + 4.249311324482156, + 4.251120176256118, + 4.2529290280300796, + 4.254737879804042, + 4.256546731578003, + 4.258355583351965, + 4.260164435125926, + 4.261973286899888, + 4.26378213867385, + 4.265590990447811, + 4.267399842221773, + 4.2692086939957345, + 4.271017545769697, + 4.272826397543658, + 4.27463524931762, + 4.276444101091582, + 4.278252952865543, + 4.280061804639505, + 4.281870656413466, + 4.283679508187428, + 4.2854883599613895, + 4.287297211735352, + 4.289106063509314, + 4.290914915283275, + 4.292723767057237, + 4.294532618831198, + 4.29634147060516, + 4.298150322379121, + 4.299959174153083, + 4.301768025927045, + 4.303576877701007, + 4.305385729474969, + 4.30719458124893, + 4.309003433022892, + 4.310812284796853, + 4.312621136570815, + 4.314429988344777, + 4.316238840118738, + 4.3180476918927, + 4.319856543666662, + 4.321665395440624, + 4.323474247214585, + 4.325283098988547, + 4.327091950762508, + 4.32890080253647, + 4.330709654310432, + 4.332518506084393, + 4.334327357858355, + 4.336136209632317, + 4.337945061406279, + 4.33975391318024, + 4.341562764954202, + 4.343371616728164, + 4.345180468502125, + 4.346989320276087, + 4.348798172050048, + 4.35060702382401, + 4.352415875597972, + 4.354224727371934, + 4.356033579145896, + 4.357842430919857, + 4.359651282693819, + 4.36146013446778, + 4.363268986241742, + 4.365077838015703, + 4.366886689789665, + 4.368695541563627, + 4.370504393337589, + 4.372313245111551, + 4.374122096885512, + 4.375930948659474, + 4.377739800433435, + 4.379548652207397, + 4.381357503981358, + 4.38316635575532, + 4.3849752075292825, + 4.386784059303244, + 4.388592911077206, + 4.390401762851167, + 4.392210614625129, + 4.39401946639909, + 4.395828318173052, + 4.397637169947014, + 4.399446021720975, + 4.4012548734949375, + 4.403063725268899, + 4.404872577042861, + 4.406681428816822, + 4.408490280590784, + 4.410299132364745, + 4.412107984138707, + 4.413916835912669, + 4.41572568768663, + 4.4175345394605925, + 4.419343391234554, + 4.421152243008516, + 4.422961094782477, + 4.424769946556439, + 4.426578798330401, + 4.428387650104362, + 4.430196501878324, + 4.432005353652285, + 4.4338142054262475, + 4.435623057200209, + 4.437431908974171, + 4.439240760748133, + 4.441049612522094, + 4.442858464296056, + 4.444667316070017, + 4.446476167843979, + 4.44828501961794, + 4.4500938713919025, + 4.451902723165864, + 4.453711574939826, + 4.455520426713788, + 4.457329278487749, + 4.459138130261711, + 4.460946982035672, + 4.462755833809634, + 4.464564685583596, + 4.4663735373575575, + 4.4681823891315195, + 4.469991240905481, + 4.471800092679443, + 4.473608944453404, + 4.475417796227366, + 4.477226648001327, + 4.479035499775289, + 4.480844351549251, + 4.4826532033232125, + 4.4844620550971745, + 4.486270906871136, + 4.488079758645098, + 4.489888610419059, + 4.491697462193021, + 4.493506313966982, + 4.495315165740944, + 4.497124017514906, + 4.4989328692888675, + 4.5007417210628295, + 4.502550572836791, + 4.504359424610753, + 4.506168276384715, + 4.507977128158676, + 4.509785979932638, + 4.511594831706599, + 4.513403683480561, + 4.5152125352545225, + 4.5170213870284845, + 4.518830238802446, + 4.520639090576408, + 4.52244794235037, + 4.524256794124331, + 4.526065645898293, + 4.527874497672254, + 4.529683349446216, + 4.5314922012201775, + 4.5333010529941395, + 4.535109904768102, + 4.536918756542063, + 4.538727608316025, + 4.540536460089986, + 4.542345311863948, + 4.544154163637909, + 4.545963015411871, + 4.547771867185833, + 4.5495807189597945, + 4.551389570733757, + 4.553198422507718, + 4.55500727428168, + 4.556816126055641, + 4.558624977829603, + 4.560433829603564, + 4.562242681377526, + 4.564051533151488, + 4.5658603849254495, + 4.567669236699412, + 4.569478088473373, + 4.571286940247335, + 4.573095792021296, + 4.574904643795258, + 4.57671349556922, + 4.578522347343181, + 4.580331199117143, + 4.5821400508911045, + 4.583948902665067, + 4.585757754439028, + 4.58756660621299, + 4.589375457986952, + 4.591184309760913, + 4.592993161534875, + 4.594802013308836, + 4.596610865082798, + 4.5984197168567595, + 4.600228568630722, + 4.602037420404683, + 4.603846272178645, + 4.605655123952607, + 4.607463975726568, + 4.60927282750053, + 4.611081679274491, + 4.612890531048453, + 4.614699382822415, + 4.616508234596377, + 4.618317086370338, + 4.6201259381443, + 4.621934789918262, + 4.623743641692223, + 4.625552493466185, + 4.627361345240146, + 4.629170197014108, + 4.63097904878807, + 4.632787900562032, + 4.634596752335994, + 4.636405604109955, + 4.638214455883917, + 4.640023307657878, + 4.64183215943184, + 4.643641011205801, + 4.645449862979763, + 4.647258714753725, + 4.649067566527687, + 4.650876418301649, + 4.65268527007561, + 4.654494121849572, + 4.656302973623533, + 4.658111825397495, + 4.659920677171457, + 4.661729528945418, + 4.66353838071938, + 4.665347232493342, + 4.667156084267304, + 4.668964936041265, + 4.670773787815227, + 4.672582639589189, + 4.67439149136315, + 4.676200343137112, + 4.678009194911073, + 4.679818046685035, + 4.681626898458997, + 4.683435750232959, + 4.68524460200692, + 4.687053453780882, + 4.688862305554844, + 4.690671157328805, + 4.692480009102767, + 4.694288860876728, + 4.69609771265069, + 4.6979065644246525, + 4.699715416198614, + 4.701524267972576, + 4.703333119746537, + 4.705141971520499, + 4.70695082329446, + 4.708759675068422, + 4.710568526842383, + 4.712377378616345, + 4.7141862303903075, + 4.715995082164269, + 4.717803933938231, + 4.719612785712192, + 4.721421637486154, + 4.723230489260115, + 4.725039341034077, + 4.726848192808038, + 4.728657044582, + 4.7304658963559625, + 4.732274748129924, + 4.734083599903886, + 4.735892451677847, + 4.737701303451809, + 4.739510155225771, + 4.741319006999732, + 4.743127858773694, + 4.744936710547655, + 4.7467455623216175, + 4.748554414095579, + 4.750363265869541, + 4.752172117643502, + 4.753980969417464, + 4.755789821191426, + 4.757598672965387, + 4.759407524739349, + 4.76121637651331, + 4.7630252282872725, + 4.764834080061234, + 4.766642931835196, + 4.768451783609158, + 4.770260635383119, + 4.772069487157081, + 4.773878338931042, + 4.775687190705004, + 4.777496042478965, + 4.7793048942529275, + 4.7811137460268895, + 4.782922597800851, + 4.784731449574813, + 4.786540301348774, + 4.788349153122736, + 4.790158004896697, + 4.791966856670659, + 4.79377570844462, + 4.7955845602185825, + 4.7973934119925445, + 4.799202263766506, + 4.801011115540468, + 4.802819967314429, + 4.804628819088391, + 4.806437670862353, + 4.808246522636314, + 4.810055374410275, + 4.8118642261842375, + 4.8136730779581995, + 4.815481929732161, + 4.817290781506123, + 4.819099633280084, + 4.820908485054046, + 4.822717336828008, + 4.824526188601969, + 4.826335040375931, + 4.8281438921498925, + 4.8299527439238545, + 4.831761595697816, + 4.833570447471778, + 4.835379299245739, + 4.837188151019701, + 4.838997002793663, + 4.840805854567624, + 4.842614706341586, + 4.8444235581155475, + 4.8462324098895095, + 4.848041261663472, + 4.849850113437433, + 4.851658965211394, + 4.853467816985356, + 4.855276668759318, + 4.857085520533279, + 4.858894372307241, + 4.8607032240812025, + 4.8625120758551645, + 4.864320927629127, + 4.866129779403088, + 4.86793863117705, + 4.869747482951011, + 4.871556334724973, + 4.873365186498935, + 4.875174038272896, + 4.8769828900468575, + 4.8787917418208195, + 4.880600593594782, + 4.882409445368743, + 4.884218297142705, + 4.886027148916666, + 4.887836000690628, + 4.88964485246459, + 4.891453704238551, + 4.893262556012513, + 4.8950714077864745, + 4.896880259560437, + 4.898689111334398, + 4.90049796310836, + 4.902306814882321, + 4.904115666656283, + 4.905924518430245, + 4.907733370204206, + 4.909542221978168, + 4.9113510737521295, + 4.913159925526092, + 4.914968777300053, + 4.916777629074015, + 4.918586480847976, + 4.920395332621938, + 4.9222041843959, + 4.924013036169861, + 4.925821887943823, + 4.9276307397177845, + 4.929439591491747, + 4.931248443265709, + 4.93305729503967, + 4.934866146813632, + 4.936674998587593, + 4.938483850361555, + 4.940292702135516, + 4.942101553909478, + 4.9439104056834395, + 4.945719257457402, + 4.947528109231364, + 4.949336961005325, + 4.951145812779287, + 4.952954664553248, + 4.95476351632721, + 4.956572368101171, + 4.958381219875133, + 4.960190071649095, + 4.961998923423057, + 4.963807775197019, + 4.96561662697098, + 4.967425478744942, + 4.969234330518903, + 4.971043182292865, + 4.972852034066827, + 4.974660885840788, + 4.97646973761475, + 4.978278589388712, + 4.980087441162674, + 4.981896292936635, + 4.983705144710597, + 4.985513996484558, + 4.98732284825852, + 4.989131700032482, + 4.990940551806443, + 4.992749403580405, + 4.994558255354367, + 4.996367107128329, + 4.998175958902291 + ], + "xaxis": "x", + "y": [ + 0.04217655372652132, + 0.043643127505321296, + 0.04513920864443338, + 0.04666495220585871, + 0.04822051146359743, + 0.04980603513697856, + 0.051421664255488296, + 0.05306752866955886, + 0.05474374322646408, + 0.05645040363518529, + 0.05818758204863862, + 0.05995532239609263, + 0.06175363550282121, + 0.06358249403796214, + 0.06544182733524408, + 0.0673315161345119, + 0.06925138729494591, + 0.07120120853333517, + 0.07318068324284549, + 0.07518944544929045, + 0.07722705496295373, + 0.07929299278461562, + 0.08138665682439783, + 0.08350735799157073, + 0.08565431671235774, + 0.08782665993120693, + 0.0900234186488405, + 0.09224352604771986, + 0.09448581625244923, + 0.09674902376888367, + 0.09903178364170878, + 0.10133263236555944, + 0.103650009579866, + 0.10598226057219581, + 0.10832763960914833, + 0.11068431410786764, + 0.1130503696548773, + 0.11542381587246214, + 0.11780259312601839, + 0.12018458005897295, + 0.12256760193480758, + 0.12494943975869194, + 0.12732784014415796, + 0.12970052588315475, + 0.13206520717090686, + 0.13441959343010426, + 0.13676140567235368, + 0.1390883893283452, + 0.14139832747212905, + 0.14368905435906174, + 0.1459584691916371, + 0.14820455002252866, + 0.15042536769972334, + 0.15261909975488008, + 0.15478404413279806, + 0.15691863265743256, + 0.1590214441281114, + 0.16109121693861936, + 0.16312686111172897, + 0.16512746964241098, + 0.16709232904468035, + 0.16902092899954382, + 0.17091297100509825, + 0.17276837593431751, + 0.17458729041153645, + 0.1763700919251357, + 0.17811739260127518, + 0.1798300415719316, + 0.18150912587961784, + 0.18315596987131644, + 0.18477213304488224, + 0.18635940632275794, + 0.1879198067399353, + 0.18945557054572668, + 0.19096914473197907, + 0.19246317701364068, + 0.19394050430111215, + 0.1954041397172732, + 0.19685725822550973, + 0.1983031809481596, + 0.19974535826753795, + 0.20118735181390635, + 0.2026328154562079, + 0.20408547542209365, + 0.20554910968344733, + 0.2070275267522495, + 0.208524544039057, + 0.21004396593244476, + 0.21158956176256266, + 0.21316504381513895, + 0.2147740455640663, + 0.21642010029082637, + 0.21810662025764174, + 0.21983687659819434, + 0.22161398008520491, + 0.22344086292803822, + 0.225320261745873, + 0.22725470185301552, + 0.2292464829825113, + 0.23129766656272654, + 0.23341006464884728, + 0.23558523059765157, + 0.2378244515594382, + 0.24012874284585825, + 0.2424988442167953, + 0.24493521811338917, + 0.24743804984822088, + 0.2500072497473738, + 0.2526424572231844, + 0.2553430467406681, + 0.2581081356253951, + 0.2609365936459548, + 0.2638270542901965, + 0.2667779276414639, + 0.26978741474892237, + 0.27285352337516516, + 0.2759740849944461, + 0.27914677290626905, + 0.28236912132184183, + 0.28563854527481713, + 0.28895236120317436, + 0.2923078080457044, + 0.29570206869465326, + 0.2991322916453417, + 0.30259561268419255, + 0.30608917645847894, + 0.30961015777395356, + 0.31315578247080156, + 0.316723347733284, + 0.32031024169465266, + 0.3239139622057408, + 0.3275321346433968, + 0.33116252864328866, + 0.3348030736505644, + 0.3384518731913941, + 0.342107217778238, + 0.34576759637202387, + 0.3494317063347572, + 0.35309846181687965, + 0.35676700053432986, + 0.3604366889010856, + 0.36410712549370833, + 0.36777814283500126, + 0.3714498074944771, + 0.3751224185135215, + 0.3787965041732915, + 0.3824728171331228, + 0.38615232797664734, + 0.389836217212032, + 0.3935258657813743, + 0.3972228441427402, + 0.40092889999612275, + 0.40464594473218674, + 0.40837603868953637, + 0.4121213753128319, + 0.4158842643100613, + 0.41966711391266737, + 0.42347241234728294, + 0.42730270863204733, + 0.4311605928143697, + 0.43504867577009204, + 0.4389695686866506, + 0.4429258623547025, + 0.44692010639401647, + 0.4509547885400725, + 0.4550323141177293, + 0.45915498582772674, + 0.46332498397026334, + 0.46754434722799554, + 0.47181495412795244, + 0.4761385052985089, + 0.4805165066335434, + 0.4849502534711178, + 0.48944081588882665, + 0.4939890252119357, + 0.4985954618241032, + 0.5032604443633512, + 0.507984020378615, + 0.5127659585142256, + 0.5176057422813929, + 0.522502565467202, + 0.5274553292226418, + 0.5324626408621655, + 0.5375228143979304, + 0.5426338728225371, + 0.5477935521446766, + 0.5529993071726277, + 0.5582483190313531, + 0.5635375043895999, + 0.568863526364573, + 0.5742228070628003, + 0.5796115417074339, + 0.5850257142939984, + 0.5904611147086501, + 0.5959133572357378, + 0.6013779003741027, + 0.6068500678751104, + 0.6123250709089584, + 0.6177980312601328, + 0.6232640054473126, + 0.6287180096582149, + 0.6341550453851935, + 0.6395701256433248, + 0.6449583016490247, + 0.6503146898338391, + 0.6556344990652431, + 0.6609130579436499, + 0.6661458420427319, + 0.6713285009584254, + 0.6764568850305422, + 0.6815270716000345, + 0.6865353906642445, + 0.6914784497924802, + 0.6963531581643752, + 0.7011567495944047, + 0.7058868044070317, + 0.7105412700288231, + 0.7151184801662135, + 0.7196171724404924, + 0.7240365043553104, + 0.7283760674761373, + 0.7326358997063447, + 0.7368164955502049, + 0.7409188142599046, + 0.7449442857710687, + 0.7488948143396539, + 0.75277277980242, + 0.7565810363932711, + 0.7603229090589334, + 0.7640021872294085, + 0.7676231160115187, + 0.7711903847876352, + 0.7747091132161887, + 0.7781848346459015, + 0.7816234769715762, + 0.7850313409758706, + 0.7884150762184641, + 0.7917816545514015, + 0.7951383413570451, + 0.7984926646226276, + 0.801852381983203, + 0.805225445882004, + 0.8086199670143652, + 0.812044176237674, + 0.8155063851456101, + 0.8190149455196019, + 0.8225782078840798, + 0.8262044794045457, + 0.829901981378256, + 0.8336788065767203, + 0.8375428767066166, + 0.8415019002614057, + 0.8455633310394242, + 0.8497343276056116, + 0.8540217139732281, + 0.8584319417787105, + 0.8629710542172757, + 0.8676446519989481, + 0.8724578615744225, + 0.8774153058674065, + 0.8825210777351323, + 0.8877787163615561, + 0.8931911867682779, + 0.898760862607078, + 0.9044895123745665, + 0.9103782891648832, + 0.9164277240499309, + 0.9226377231493782, + 0.9290075684241779, + 0.93553592219831, + 0.9422208353840867, + 0.9490597593567156, + 0.9560495613946486, + 0.9631865435732451, + 0.9704664649715132, + 0.9778845670247654, + 0.9854356018306095, + 0.9931138631921924, + 1.0009132201607704, + 1.0088271528204853, + 1.016848790041164, + 1.0249709489108585, + 1.0331861755484022, + 1.0414867869880118, + 1.0498649138226102, + 1.0583125432904856, + 1.0668215624910717, + 1.075383801419766, + 1.0839910755191553, + 1.092635227454387, + 1.1013081678335748, + 1.1100019146100204, + 1.1187086309215233, + 1.1274206611423307, + 1.1361305649459585, + 1.1448311492010597, + 1.153515497547772, + 1.1621769975283733, + 1.1708093651727283, + 1.1794066669659258, + 1.187963339152542, + 1.196474204357904, + 1.2049344855324216, + 1.213339817248879, + 1.2216862544055362, + 1.2299702784084663, + 1.2381888009255573, + 1.24633916532105, + 1.254419145893649, + 1.2624269450530274, + 1.2703611885782917, + 1.278220919108813, + 1.286005588021144, + 1.293715045847538, + 1.3013495313900856, + 1.3089096596811687, + 1.3163964089356608, + 1.3238111066326501, + 1.3311554148558618, + 1.3384313150115232, + 1.3456410920313637, + 1.352787318156433, + 1.3598728363852204, + 1.3669007436571072, + 1.3738743738302832, + 1.380797280501658, + 1.3876732197054495, + 1.3945061325178887, + 1.4013001275867227, + 1.408059463597735, + 1.4147885316850897, + 1.4214918377888084, + 1.428173984961141, + 1.434839655623515, + 1.44149359377763, + 1.4481405871779223, + 1.4547854494774104, + 1.4614330023657374, + 1.4680880577255262, + 1.4747553998420775, + 1.4814397677104947, + 1.4881458374942302, + 1.4948782051986167, + 1.5016413696329063, + 1.5084397157432452, + 1.5152774984073887, + 1.5221588267893456, + 1.529087649357899, + 1.5360677396774423, + 1.5431026830817618, + 1.5501958643423583, + 1.5573504564407517, + 1.5645694105509202, + 1.5718554473314676, + 1.5792110496190632, + 1.586638456604037, + 1.5941396595563544, + 1.6017163991556325, + 1.609370164462532, + 1.617102193550885, + 1.624913475801081, + 1.632804755834899, + 1.6407765390517297, + 1.6488290987050338, + 1.6569624844374735, + 1.665176532172858, + 1.673470875243852, + 1.6818449566166713, + 1.6902980420572649, + 1.698829234069723, + 1.7074374864248543, + 1.7161216190881914, + 1.724880333348945, + 1.7337122269483485, + 1.7426158090044455, + 1.7515895145328353, + 1.7606317183683102, + 1.7697407483005385, + 1.778914897248604, + 1.7881524343131139, + 1.7974516145616315, + 1.8068106874220686, + 1.8162279035797577, + 1.8257015202968527, + 1.8352298050963927, + 1.844811037778443, + 1.8544435107606914, + 1.8641255277613726, + 1.8738554008666162, + 1.8836314460484846, + 1.893451977221904, + 1.9033152989493287, + 1.9132196979203284, + 1.923163433348818, + 1.9331447264436883, + 1.9431617491182098, + 1.9532126121099211, + 1.9632953526856454, + 1.973407922105582, + 1.983548173016106, + 1.9937138469328637, + 2.003902561964784, + 2.014111800914698, + 2.024338899874829, + 2.0345810374150055, + 2.0448352244386725, + 2.0550982947572014, + 2.0653668964065477, + 2.075637483703447, + 2.08590631001003, + 2.096169421148698, + 2.1064226493813396, + 2.116661607841549, + 2.126881685283987, + 2.137078040993126, + 2.1472455996746245, + 2.1573790461365503, + 2.1674728195556545, + 2.1775211071160516, + 2.1875178368041, + 2.1974566691446995, + 2.2073309876708738, + 2.2171338879297835, + 2.226858164845496, + 2.236496298280728, + 2.2460404366673643, + 2.2554823786074953, + 2.26481355238403, + 2.2740249933610626, + 2.283107319299772, + 2.292050703664167, + 2.300844847042725, + 2.3094789468659167, + 2.3179416656547285, + 2.3262210980916027, + 2.3343047372610446, + 2.3421794404622633, + 2.3498313950493466, + 2.3572460848052157, + 2.364408257402168, + 2.3713018935445476, + 2.3779101784259122, + 2.384215476163974, + 2.3901993079003994, + 2.3958423342687007, + 2.4011243429410754, + 2.4060242419639004, + 2.41052005958091, + 2.414588951222352, + 2.4182072143082696, + 2.4213503114727413, + 2.423992902765292, + 2.4261088873244154, + 2.4276714549471836, + 2.4286531478986904, + 2.4290259332159585, + 2.428761285663479, + 2.427830281393129, + 2.426203702250252, + 2.4238521505515407, + 2.4207461740401817, + 2.4168564006009174, + 2.4121536821936105, + 2.4066092473395964, + 2.4001948613733, + 2.3928829935521545, + 2.38464699000391, + 2.375461251382657, + 2.365301414004911, + 2.354144533147069, + 2.341969267105683, + 2.328756060555135, + 2.314487325683069, + 2.2991476195447946, + 2.2827238160538763, + 2.2652052710180635, + 2.2465839786391713, + 2.2268547179205855, + 2.206015187470297, + 2.184066127246856, + 2.161011425873212, + 2.13685821223713, + 2.1116169302055536, + 2.0853013954047857, + 2.0579288331551924, + 2.0295198967992785, + 2.0000986658219424, + 1.9696926233309906, + 1.9383326126430698, + 1.906052772901094, + 1.8728904538352285, + 1.8388861099648044, + 1.8040831747247963, + 1.768527915181763, + 1.7322692681822145, + 1.695358658945495, + 1.6578498032743887, + 1.619798494706793, + 1.5812623780678945, + 1.5423007110062243 + ], + "yaxis": "y" + } + ], + "layout": { + "barmode": "overlay", + "font": { + "size": 18 + }, + "hovermode": "closest", + "legend": { + "traceorder": "reversed" + }, + "plot_bgcolor": "#F5F5F8", + "showlegend": false, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "heatmapgl": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmapgl" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "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, + "#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, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 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, + "#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 + } + } + }, + "title": {}, + "xaxis": { + "anchor": "y2", + "domain": [ + 0, + 1 + ], + "zeroline": false + }, + "yaxis": { + "anchor": "free", + "domain": [ + 0, + 1 + ], + "position": 0 + } + } + }, + "text/html": [ + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "from copulas.visualization import hist_1d\n", + "from copulas.visualization import dist_1d\n", "\n", - "hist_1d(data)" + "dist_1d(data)" ] }, { @@ -125,7 +2033,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -144,19 +2052,19 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "{'loc': 4.095558923695414,\n", - " 'scale': 0.9044258869808379,\n", + "{'loc': 4.052009283524141,\n", + " 'scale': 0.947975527152111,\n", " 'a': 2.552323190906777,\n", " 'b': 0.9041091899047261}" ] }, - "execution_count": 6, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } @@ -179,7 +2087,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -196,19 +2104,2928 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", - "text/plain": [ - "
" + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "fill": "tozeroy", + "hovertemplate": "Real
Frequency: %{y}", + "legendgroup": "Real", + "marker": { + "color": "#000036" + }, + "mode": "lines", + "name": "Real", + "showlegend": true, + "type": "scatter", + "x": [ + 4.095558923695414, + 4.097367775469376, + 4.099176627243337, + 4.100985479017299, + 4.10279433079126, + 4.1046031825652225, + 4.106412034339184, + 4.108220886113146, + 4.110029737887108, + 4.111838589661069, + 4.113647441435031, + 4.115456293208992, + 4.117265144982954, + 4.119073996756915, + 4.1208828485308775, + 4.122691700304839, + 4.124500552078801, + 4.126309403852763, + 4.128118255626724, + 4.129927107400686, + 4.131735959174647, + 4.133544810948609, + 4.13535366272257, + 4.1371625144965325, + 4.138971366270495, + 4.140780218044456, + 4.142589069818418, + 4.144397921592379, + 4.146206773366341, + 4.148015625140302, + 4.149824476914264, + 4.151633328688226, + 4.1534421804621875, + 4.1552510322361496, + 4.157059884010111, + 4.158868735784073, + 4.160677587558034, + 4.162486439331996, + 4.164295291105958, + 4.166104142879919, + 4.167912994653881, + 4.1697218464278425, + 4.1715306982018046, + 4.173339549975766, + 4.175148401749728, + 4.176957253523689, + 4.178766105297651, + 4.180574957071613, + 4.182383808845574, + 4.184192660619536, + 4.1860015123934975, + 4.1878103641674596, + 4.189619215941421, + 4.191428067715383, + 4.193236919489345, + 4.195045771263306, + 4.196854623037268, + 4.198663474811229, + 4.200472326585191, + 4.2022811783591525, + 4.2040900301331146, + 4.205898881907077, + 4.207707733681038, + 4.209516585455, + 4.211325437228961, + 4.213134289002923, + 4.214943140776884, + 4.216751992550846, + 4.2185608443248075, + 4.2203696960987696, + 4.222178547872732, + 4.223987399646693, + 4.225796251420655, + 4.227605103194616, + 4.229413954968578, + 4.231222806742539, + 4.233031658516501, + 4.234840510290463, + 4.2366493620644246, + 4.238458213838387, + 4.240267065612348, + 4.24207591738631, + 4.243884769160271, + 4.245693620934233, + 4.247502472708195, + 4.249311324482156, + 4.251120176256118, + 4.2529290280300796, + 4.254737879804042, + 4.256546731578003, + 4.258355583351965, + 4.260164435125926, + 4.261973286899888, + 4.26378213867385, + 4.265590990447811, + 4.267399842221773, + 4.2692086939957345, + 4.271017545769697, + 4.272826397543658, + 4.27463524931762, + 4.276444101091582, + 4.278252952865543, + 4.280061804639505, + 4.281870656413466, + 4.283679508187428, + 4.2854883599613895, + 4.287297211735352, + 4.289106063509314, + 4.290914915283275, + 4.292723767057237, + 4.294532618831198, + 4.29634147060516, + 4.298150322379121, + 4.299959174153083, + 4.301768025927045, + 4.303576877701007, + 4.305385729474969, + 4.30719458124893, + 4.309003433022892, + 4.310812284796853, + 4.312621136570815, + 4.314429988344777, + 4.316238840118738, + 4.3180476918927, + 4.319856543666662, + 4.321665395440624, + 4.323474247214585, + 4.325283098988547, + 4.327091950762508, + 4.32890080253647, + 4.330709654310432, + 4.332518506084393, + 4.334327357858355, + 4.336136209632317, + 4.337945061406279, + 4.33975391318024, + 4.341562764954202, + 4.343371616728164, + 4.345180468502125, + 4.346989320276087, + 4.348798172050048, + 4.35060702382401, + 4.352415875597972, + 4.354224727371934, + 4.356033579145896, + 4.357842430919857, + 4.359651282693819, + 4.36146013446778, + 4.363268986241742, + 4.365077838015703, + 4.366886689789665, + 4.368695541563627, + 4.370504393337589, + 4.372313245111551, + 4.374122096885512, + 4.375930948659474, + 4.377739800433435, + 4.379548652207397, + 4.381357503981358, + 4.38316635575532, + 4.3849752075292825, + 4.386784059303244, + 4.388592911077206, + 4.390401762851167, + 4.392210614625129, + 4.39401946639909, + 4.395828318173052, + 4.397637169947014, + 4.399446021720975, + 4.4012548734949375, + 4.403063725268899, + 4.404872577042861, + 4.406681428816822, + 4.408490280590784, + 4.410299132364745, + 4.412107984138707, + 4.413916835912669, + 4.41572568768663, + 4.4175345394605925, + 4.419343391234554, + 4.421152243008516, + 4.422961094782477, + 4.424769946556439, + 4.426578798330401, + 4.428387650104362, + 4.430196501878324, + 4.432005353652285, + 4.4338142054262475, + 4.435623057200209, + 4.437431908974171, + 4.439240760748133, + 4.441049612522094, + 4.442858464296056, + 4.444667316070017, + 4.446476167843979, + 4.44828501961794, + 4.4500938713919025, + 4.451902723165864, + 4.453711574939826, + 4.455520426713788, + 4.457329278487749, + 4.459138130261711, + 4.460946982035672, + 4.462755833809634, + 4.464564685583596, + 4.4663735373575575, + 4.4681823891315195, + 4.469991240905481, + 4.471800092679443, + 4.473608944453404, + 4.475417796227366, + 4.477226648001327, + 4.479035499775289, + 4.480844351549251, + 4.4826532033232125, + 4.4844620550971745, + 4.486270906871136, + 4.488079758645098, + 4.489888610419059, + 4.491697462193021, + 4.493506313966982, + 4.495315165740944, + 4.497124017514906, + 4.4989328692888675, + 4.5007417210628295, + 4.502550572836791, + 4.504359424610753, + 4.506168276384715, + 4.507977128158676, + 4.509785979932638, + 4.511594831706599, + 4.513403683480561, + 4.5152125352545225, + 4.5170213870284845, + 4.518830238802446, + 4.520639090576408, + 4.52244794235037, + 4.524256794124331, + 4.526065645898293, + 4.527874497672254, + 4.529683349446216, + 4.5314922012201775, + 4.5333010529941395, + 4.535109904768102, + 4.536918756542063, + 4.538727608316025, + 4.540536460089986, + 4.542345311863948, + 4.544154163637909, + 4.545963015411871, + 4.547771867185833, + 4.5495807189597945, + 4.551389570733757, + 4.553198422507718, + 4.55500727428168, + 4.556816126055641, + 4.558624977829603, + 4.560433829603564, + 4.562242681377526, + 4.564051533151488, + 4.5658603849254495, + 4.567669236699412, + 4.569478088473373, + 4.571286940247335, + 4.573095792021296, + 4.574904643795258, + 4.57671349556922, + 4.578522347343181, + 4.580331199117143, + 4.5821400508911045, + 4.583948902665067, + 4.585757754439028, + 4.58756660621299, + 4.589375457986952, + 4.591184309760913, + 4.592993161534875, + 4.594802013308836, + 4.596610865082798, + 4.5984197168567595, + 4.600228568630722, + 4.602037420404683, + 4.603846272178645, + 4.605655123952607, + 4.607463975726568, + 4.60927282750053, + 4.611081679274491, + 4.612890531048453, + 4.614699382822415, + 4.616508234596377, + 4.618317086370338, + 4.6201259381443, + 4.621934789918262, + 4.623743641692223, + 4.625552493466185, + 4.627361345240146, + 4.629170197014108, + 4.63097904878807, + 4.632787900562032, + 4.634596752335994, + 4.636405604109955, + 4.638214455883917, + 4.640023307657878, + 4.64183215943184, + 4.643641011205801, + 4.645449862979763, + 4.647258714753725, + 4.649067566527687, + 4.650876418301649, + 4.65268527007561, + 4.654494121849572, + 4.656302973623533, + 4.658111825397495, + 4.659920677171457, + 4.661729528945418, + 4.66353838071938, + 4.665347232493342, + 4.667156084267304, + 4.668964936041265, + 4.670773787815227, + 4.672582639589189, + 4.67439149136315, + 4.676200343137112, + 4.678009194911073, + 4.679818046685035, + 4.681626898458997, + 4.683435750232959, + 4.68524460200692, + 4.687053453780882, + 4.688862305554844, + 4.690671157328805, + 4.692480009102767, + 4.694288860876728, + 4.69609771265069, + 4.6979065644246525, + 4.699715416198614, + 4.701524267972576, + 4.703333119746537, + 4.705141971520499, + 4.70695082329446, + 4.708759675068422, + 4.710568526842383, + 4.712377378616345, + 4.7141862303903075, + 4.715995082164269, + 4.717803933938231, + 4.719612785712192, + 4.721421637486154, + 4.723230489260115, + 4.725039341034077, + 4.726848192808038, + 4.728657044582, + 4.7304658963559625, + 4.732274748129924, + 4.734083599903886, + 4.735892451677847, + 4.737701303451809, + 4.739510155225771, + 4.741319006999732, + 4.743127858773694, + 4.744936710547655, + 4.7467455623216175, + 4.748554414095579, + 4.750363265869541, + 4.752172117643502, + 4.753980969417464, + 4.755789821191426, + 4.757598672965387, + 4.759407524739349, + 4.76121637651331, + 4.7630252282872725, + 4.764834080061234, + 4.766642931835196, + 4.768451783609158, + 4.770260635383119, + 4.772069487157081, + 4.773878338931042, + 4.775687190705004, + 4.777496042478965, + 4.7793048942529275, + 4.7811137460268895, + 4.782922597800851, + 4.784731449574813, + 4.786540301348774, + 4.788349153122736, + 4.790158004896697, + 4.791966856670659, + 4.79377570844462, + 4.7955845602185825, + 4.7973934119925445, + 4.799202263766506, + 4.801011115540468, + 4.802819967314429, + 4.804628819088391, + 4.806437670862353, + 4.808246522636314, + 4.810055374410275, + 4.8118642261842375, + 4.8136730779581995, + 4.815481929732161, + 4.817290781506123, + 4.819099633280084, + 4.820908485054046, + 4.822717336828008, + 4.824526188601969, + 4.826335040375931, + 4.8281438921498925, + 4.8299527439238545, + 4.831761595697816, + 4.833570447471778, + 4.835379299245739, + 4.837188151019701, + 4.838997002793663, + 4.840805854567624, + 4.842614706341586, + 4.8444235581155475, + 4.8462324098895095, + 4.848041261663472, + 4.849850113437433, + 4.851658965211394, + 4.853467816985356, + 4.855276668759318, + 4.857085520533279, + 4.858894372307241, + 4.8607032240812025, + 4.8625120758551645, + 4.864320927629127, + 4.866129779403088, + 4.86793863117705, + 4.869747482951011, + 4.871556334724973, + 4.873365186498935, + 4.875174038272896, + 4.8769828900468575, + 4.8787917418208195, + 4.880600593594782, + 4.882409445368743, + 4.884218297142705, + 4.886027148916666, + 4.887836000690628, + 4.88964485246459, + 4.891453704238551, + 4.893262556012513, + 4.8950714077864745, + 4.896880259560437, + 4.898689111334398, + 4.90049796310836, + 4.902306814882321, + 4.904115666656283, + 4.905924518430245, + 4.907733370204206, + 4.909542221978168, + 4.9113510737521295, + 4.913159925526092, + 4.914968777300053, + 4.916777629074015, + 4.918586480847976, + 4.920395332621938, + 4.9222041843959, + 4.924013036169861, + 4.925821887943823, + 4.9276307397177845, + 4.929439591491747, + 4.931248443265709, + 4.93305729503967, + 4.934866146813632, + 4.936674998587593, + 4.938483850361555, + 4.940292702135516, + 4.942101553909478, + 4.9439104056834395, + 4.945719257457402, + 4.947528109231364, + 4.949336961005325, + 4.951145812779287, + 4.952954664553248, + 4.95476351632721, + 4.956572368101171, + 4.958381219875133, + 4.960190071649095, + 4.961998923423057, + 4.963807775197019, + 4.96561662697098, + 4.967425478744942, + 4.969234330518903, + 4.971043182292865, + 4.972852034066827, + 4.974660885840788, + 4.97646973761475, + 4.978278589388712, + 4.980087441162674, + 4.981896292936635, + 4.983705144710597, + 4.985513996484558, + 4.98732284825852, + 4.989131700032482, + 4.990940551806443, + 4.992749403580405, + 4.994558255354367, + 4.996367107128329, + 4.998175958902291 + ], + "xaxis": "x", + "y": [ + 0.04217655372652132, + 0.043643127505321296, + 0.04513920864443338, + 0.04666495220585871, + 0.04822051146359743, + 0.04980603513697856, + 0.051421664255488296, + 0.05306752866955886, + 0.05474374322646408, + 0.05645040363518529, + 0.05818758204863862, + 0.05995532239609263, + 0.06175363550282121, + 0.06358249403796214, + 0.06544182733524408, + 0.0673315161345119, + 0.06925138729494591, + 0.07120120853333517, + 0.07318068324284549, + 0.07518944544929045, + 0.07722705496295373, + 0.07929299278461562, + 0.08138665682439783, + 0.08350735799157073, + 0.08565431671235774, + 0.08782665993120693, + 0.0900234186488405, + 0.09224352604771986, + 0.09448581625244923, + 0.09674902376888367, + 0.09903178364170878, + 0.10133263236555944, + 0.103650009579866, + 0.10598226057219581, + 0.10832763960914833, + 0.11068431410786764, + 0.1130503696548773, + 0.11542381587246214, + 0.11780259312601839, + 0.12018458005897295, + 0.12256760193480758, + 0.12494943975869194, + 0.12732784014415796, + 0.12970052588315475, + 0.13206520717090686, + 0.13441959343010426, + 0.13676140567235368, + 0.1390883893283452, + 0.14139832747212905, + 0.14368905435906174, + 0.1459584691916371, + 0.14820455002252866, + 0.15042536769972334, + 0.15261909975488008, + 0.15478404413279806, + 0.15691863265743256, + 0.1590214441281114, + 0.16109121693861936, + 0.16312686111172897, + 0.16512746964241098, + 0.16709232904468035, + 0.16902092899954382, + 0.17091297100509825, + 0.17276837593431751, + 0.17458729041153645, + 0.1763700919251357, + 0.17811739260127518, + 0.1798300415719316, + 0.18150912587961784, + 0.18315596987131644, + 0.18477213304488224, + 0.18635940632275794, + 0.1879198067399353, + 0.18945557054572668, + 0.19096914473197907, + 0.19246317701364068, + 0.19394050430111215, + 0.1954041397172732, + 0.19685725822550973, + 0.1983031809481596, + 0.19974535826753795, + 0.20118735181390635, + 0.2026328154562079, + 0.20408547542209365, + 0.20554910968344733, + 0.2070275267522495, + 0.208524544039057, + 0.21004396593244476, + 0.21158956176256266, + 0.21316504381513895, + 0.2147740455640663, + 0.21642010029082637, + 0.21810662025764174, + 0.21983687659819434, + 0.22161398008520491, + 0.22344086292803822, + 0.225320261745873, + 0.22725470185301552, + 0.2292464829825113, + 0.23129766656272654, + 0.23341006464884728, + 0.23558523059765157, + 0.2378244515594382, + 0.24012874284585825, + 0.2424988442167953, + 0.24493521811338917, + 0.24743804984822088, + 0.2500072497473738, + 0.2526424572231844, + 0.2553430467406681, + 0.2581081356253951, + 0.2609365936459548, + 0.2638270542901965, + 0.2667779276414639, + 0.26978741474892237, + 0.27285352337516516, + 0.2759740849944461, + 0.27914677290626905, + 0.28236912132184183, + 0.28563854527481713, + 0.28895236120317436, + 0.2923078080457044, + 0.29570206869465326, + 0.2991322916453417, + 0.30259561268419255, + 0.30608917645847894, + 0.30961015777395356, + 0.31315578247080156, + 0.316723347733284, + 0.32031024169465266, + 0.3239139622057408, + 0.3275321346433968, + 0.33116252864328866, + 0.3348030736505644, + 0.3384518731913941, + 0.342107217778238, + 0.34576759637202387, + 0.3494317063347572, + 0.35309846181687965, + 0.35676700053432986, + 0.3604366889010856, + 0.36410712549370833, + 0.36777814283500126, + 0.3714498074944771, + 0.3751224185135215, + 0.3787965041732915, + 0.3824728171331228, + 0.38615232797664734, + 0.389836217212032, + 0.3935258657813743, + 0.3972228441427402, + 0.40092889999612275, + 0.40464594473218674, + 0.40837603868953637, + 0.4121213753128319, + 0.4158842643100613, + 0.41966711391266737, + 0.42347241234728294, + 0.42730270863204733, + 0.4311605928143697, + 0.43504867577009204, + 0.4389695686866506, + 0.4429258623547025, + 0.44692010639401647, + 0.4509547885400725, + 0.4550323141177293, + 0.45915498582772674, + 0.46332498397026334, + 0.46754434722799554, + 0.47181495412795244, + 0.4761385052985089, + 0.4805165066335434, + 0.4849502534711178, + 0.48944081588882665, + 0.4939890252119357, + 0.4985954618241032, + 0.5032604443633512, + 0.507984020378615, + 0.5127659585142256, + 0.5176057422813929, + 0.522502565467202, + 0.5274553292226418, + 0.5324626408621655, + 0.5375228143979304, + 0.5426338728225371, + 0.5477935521446766, + 0.5529993071726277, + 0.5582483190313531, + 0.5635375043895999, + 0.568863526364573, + 0.5742228070628003, + 0.5796115417074339, + 0.5850257142939984, + 0.5904611147086501, + 0.5959133572357378, + 0.6013779003741027, + 0.6068500678751104, + 0.6123250709089584, + 0.6177980312601328, + 0.6232640054473126, + 0.6287180096582149, + 0.6341550453851935, + 0.6395701256433248, + 0.6449583016490247, + 0.6503146898338391, + 0.6556344990652431, + 0.6609130579436499, + 0.6661458420427319, + 0.6713285009584254, + 0.6764568850305422, + 0.6815270716000345, + 0.6865353906642445, + 0.6914784497924802, + 0.6963531581643752, + 0.7011567495944047, + 0.7058868044070317, + 0.7105412700288231, + 0.7151184801662135, + 0.7196171724404924, + 0.7240365043553104, + 0.7283760674761373, + 0.7326358997063447, + 0.7368164955502049, + 0.7409188142599046, + 0.7449442857710687, + 0.7488948143396539, + 0.75277277980242, + 0.7565810363932711, + 0.7603229090589334, + 0.7640021872294085, + 0.7676231160115187, + 0.7711903847876352, + 0.7747091132161887, + 0.7781848346459015, + 0.7816234769715762, + 0.7850313409758706, + 0.7884150762184641, + 0.7917816545514015, + 0.7951383413570451, + 0.7984926646226276, + 0.801852381983203, + 0.805225445882004, + 0.8086199670143652, + 0.812044176237674, + 0.8155063851456101, + 0.8190149455196019, + 0.8225782078840798, + 0.8262044794045457, + 0.829901981378256, + 0.8336788065767203, + 0.8375428767066166, + 0.8415019002614057, + 0.8455633310394242, + 0.8497343276056116, + 0.8540217139732281, + 0.8584319417787105, + 0.8629710542172757, + 0.8676446519989481, + 0.8724578615744225, + 0.8774153058674065, + 0.8825210777351323, + 0.8877787163615561, + 0.8931911867682779, + 0.898760862607078, + 0.9044895123745665, + 0.9103782891648832, + 0.9164277240499309, + 0.9226377231493782, + 0.9290075684241779, + 0.93553592219831, + 0.9422208353840867, + 0.9490597593567156, + 0.9560495613946486, + 0.9631865435732451, + 0.9704664649715132, + 0.9778845670247654, + 0.9854356018306095, + 0.9931138631921924, + 1.0009132201607704, + 1.0088271528204853, + 1.016848790041164, + 1.0249709489108585, + 1.0331861755484022, + 1.0414867869880118, + 1.0498649138226102, + 1.0583125432904856, + 1.0668215624910717, + 1.075383801419766, + 1.0839910755191553, + 1.092635227454387, + 1.1013081678335748, + 1.1100019146100204, + 1.1187086309215233, + 1.1274206611423307, + 1.1361305649459585, + 1.1448311492010597, + 1.153515497547772, + 1.1621769975283733, + 1.1708093651727283, + 1.1794066669659258, + 1.187963339152542, + 1.196474204357904, + 1.2049344855324216, + 1.213339817248879, + 1.2216862544055362, + 1.2299702784084663, + 1.2381888009255573, + 1.24633916532105, + 1.254419145893649, + 1.2624269450530274, + 1.2703611885782917, + 1.278220919108813, + 1.286005588021144, + 1.293715045847538, + 1.3013495313900856, + 1.3089096596811687, + 1.3163964089356608, + 1.3238111066326501, + 1.3311554148558618, + 1.3384313150115232, + 1.3456410920313637, + 1.352787318156433, + 1.3598728363852204, + 1.3669007436571072, + 1.3738743738302832, + 1.380797280501658, + 1.3876732197054495, + 1.3945061325178887, + 1.4013001275867227, + 1.408059463597735, + 1.4147885316850897, + 1.4214918377888084, + 1.428173984961141, + 1.434839655623515, + 1.44149359377763, + 1.4481405871779223, + 1.4547854494774104, + 1.4614330023657374, + 1.4680880577255262, + 1.4747553998420775, + 1.4814397677104947, + 1.4881458374942302, + 1.4948782051986167, + 1.5016413696329063, + 1.5084397157432452, + 1.5152774984073887, + 1.5221588267893456, + 1.529087649357899, + 1.5360677396774423, + 1.5431026830817618, + 1.5501958643423583, + 1.5573504564407517, + 1.5645694105509202, + 1.5718554473314676, + 1.5792110496190632, + 1.586638456604037, + 1.5941396595563544, + 1.6017163991556325, + 1.609370164462532, + 1.617102193550885, + 1.624913475801081, + 1.632804755834899, + 1.6407765390517297, + 1.6488290987050338, + 1.6569624844374735, + 1.665176532172858, + 1.673470875243852, + 1.6818449566166713, + 1.6902980420572649, + 1.698829234069723, + 1.7074374864248543, + 1.7161216190881914, + 1.724880333348945, + 1.7337122269483485, + 1.7426158090044455, + 1.7515895145328353, + 1.7606317183683102, + 1.7697407483005385, + 1.778914897248604, + 1.7881524343131139, + 1.7974516145616315, + 1.8068106874220686, + 1.8162279035797577, + 1.8257015202968527, + 1.8352298050963927, + 1.844811037778443, + 1.8544435107606914, + 1.8641255277613726, + 1.8738554008666162, + 1.8836314460484846, + 1.893451977221904, + 1.9033152989493287, + 1.9132196979203284, + 1.923163433348818, + 1.9331447264436883, + 1.9431617491182098, + 1.9532126121099211, + 1.9632953526856454, + 1.973407922105582, + 1.983548173016106, + 1.9937138469328637, + 2.003902561964784, + 2.014111800914698, + 2.024338899874829, + 2.0345810374150055, + 2.0448352244386725, + 2.0550982947572014, + 2.0653668964065477, + 2.075637483703447, + 2.08590631001003, + 2.096169421148698, + 2.1064226493813396, + 2.116661607841549, + 2.126881685283987, + 2.137078040993126, + 2.1472455996746245, + 2.1573790461365503, + 2.1674728195556545, + 2.1775211071160516, + 2.1875178368041, + 2.1974566691446995, + 2.2073309876708738, + 2.2171338879297835, + 2.226858164845496, + 2.236496298280728, + 2.2460404366673643, + 2.2554823786074953, + 2.26481355238403, + 2.2740249933610626, + 2.283107319299772, + 2.292050703664167, + 2.300844847042725, + 2.3094789468659167, + 2.3179416656547285, + 2.3262210980916027, + 2.3343047372610446, + 2.3421794404622633, + 2.3498313950493466, + 2.3572460848052157, + 2.364408257402168, + 2.3713018935445476, + 2.3779101784259122, + 2.384215476163974, + 2.3901993079003994, + 2.3958423342687007, + 2.4011243429410754, + 2.4060242419639004, + 2.41052005958091, + 2.414588951222352, + 2.4182072143082696, + 2.4213503114727413, + 2.423992902765292, + 2.4261088873244154, + 2.4276714549471836, + 2.4286531478986904, + 2.4290259332159585, + 2.428761285663479, + 2.427830281393129, + 2.426203702250252, + 2.4238521505515407, + 2.4207461740401817, + 2.4168564006009174, + 2.4121536821936105, + 2.4066092473395964, + 2.4001948613733, + 2.3928829935521545, + 2.38464699000391, + 2.375461251382657, + 2.365301414004911, + 2.354144533147069, + 2.341969267105683, + 2.328756060555135, + 2.314487325683069, + 2.2991476195447946, + 2.2827238160538763, + 2.2652052710180635, + 2.2465839786391713, + 2.2268547179205855, + 2.206015187470297, + 2.184066127246856, + 2.161011425873212, + 2.13685821223713, + 2.1116169302055536, + 2.0853013954047857, + 2.0579288331551924, + 2.0295198967992785, + 2.0000986658219424, + 1.9696926233309906, + 1.9383326126430698, + 1.906052772901094, + 1.8728904538352285, + 1.8388861099648044, + 1.8040831747247963, + 1.768527915181763, + 1.7322692681822145, + 1.695358658945495, + 1.6578498032743887, + 1.619798494706793, + 1.5812623780678945, + 1.5423007110062243 + ], + "yaxis": "y" + }, + { + "fill": "tozeroy", + "hovertemplate": "Synthetic
Frequency: %{y}", + "legendgroup": "Synthetic", + "marker": { + "color": "#01E0C9" + }, + "mode": "lines", + "name": "Synthetic", + "showlegend": true, + "type": "scatter", + "x": [ + 4.096830233422261, + 4.098636190717895, + 4.100442148013529, + 4.102248105309162, + 4.104054062604796, + 4.10586001990043, + 4.1076659771960635, + 4.109471934491697, + 4.1112778917873305, + 4.113083849082964, + 4.114889806378598, + 4.116695763674231, + 4.118501720969865, + 4.120307678265499, + 4.122113635561133, + 4.123919592856766, + 4.1257255501524, + 4.127531507448034, + 4.129337464743668, + 4.131143422039302, + 4.132949379334935, + 4.134755336630569, + 4.136561293926203, + 4.138367251221837, + 4.14017320851747, + 4.141979165813104, + 4.143785123108738, + 4.145591080404372, + 4.147397037700005, + 4.149202994995639, + 4.1510089522912725, + 4.1528149095869065, + 4.15462086688254, + 4.156426824178173, + 4.158232781473807, + 4.160038738769441, + 4.161844696065075, + 4.163650653360708, + 4.165456610656342, + 4.167262567951976, + 4.16906852524761, + 4.170874482543243, + 4.172680439838877, + 4.174486397134511, + 4.176292354430145, + 4.178098311725778, + 4.179904269021412, + 4.181710226317046, + 4.18351618361268, + 4.185322140908314, + 4.187128098203947, + 4.188934055499581, + 4.190740012795215, + 4.1925459700908485, + 4.1943519273864815, + 4.1961578846821155, + 4.197963841977749, + 4.199769799273383, + 4.201575756569016, + 4.20338171386465, + 4.205187671160284, + 4.206993628455918, + 4.208799585751551, + 4.210605543047185, + 4.212411500342819, + 4.214217457638453, + 4.216023414934087, + 4.21782937222972, + 4.219635329525354, + 4.221441286820988, + 4.223247244116622, + 4.225053201412255, + 4.226859158707889, + 4.228665116003523, + 4.230471073299157, + 4.23227703059479, + 4.234082987890424, + 4.2358889451860575, + 4.2376949024816915, + 4.2395008597773245, + 4.241306817072958, + 4.243112774368592, + 4.244918731664226, + 4.24672468895986, + 4.248530646255493, + 4.250336603551127, + 4.252142560846761, + 4.253948518142395, + 4.255754475438028, + 4.257560432733662, + 4.259366390029296, + 4.26117234732493, + 4.262978304620563, + 4.264784261916197, + 4.266590219211831, + 4.268396176507465, + 4.270202133803099, + 4.272008091098732, + 4.273814048394366, + 4.27562000569, + 4.2774259629856335, + 4.2792319202812665, + 4.2810378775769005, + 4.282843834872534, + 4.284649792168168, + 4.286455749463801, + 4.288261706759435, + 4.290067664055069, + 4.291873621350703, + 4.293679578646337, + 4.29548553594197, + 4.297291493237604, + 4.299097450533238, + 4.300903407828872, + 4.302709365124505, + 4.304515322420139, + 4.306321279715773, + 4.308127237011407, + 4.30993319430704, + 4.311739151602674, + 4.313545108898308, + 4.315351066193942, + 4.317157023489575, + 4.318962980785209, + 4.3207689380808425, + 4.322574895376476, + 4.32438085267211, + 4.326186809967743, + 4.327992767263377, + 4.329798724559011, + 4.331604681854645, + 4.333410639150278, + 4.335216596445912, + 4.337022553741546, + 4.33882851103718, + 4.340634468332813, + 4.342440425628447, + 4.344246382924081, + 4.346052340219715, + 4.347858297515348, + 4.349664254810982, + 4.351470212106616, + 4.35327616940225, + 4.355082126697884, + 4.356888083993517, + 4.358694041289151, + 4.3604999985847845, + 4.3623059558804185, + 4.3641119131760515, + 4.3659178704716854, + 4.367723827767319, + 4.369529785062953, + 4.371335742358586, + 4.37314169965422, + 4.374947656949854, + 4.376753614245488, + 4.378559571541121, + 4.380365528836755, + 4.382171486132389, + 4.383977443428023, + 4.385783400723657, + 4.38758935801929, + 4.389395315314924, + 4.391201272610558, + 4.393007229906192, + 4.394813187201825, + 4.396619144497459, + 4.398425101793093, + 4.400231059088727, + 4.4020370163843605, + 4.4038429736799936, + 4.4056489309756275, + 4.407454888271261, + 4.4092608455668945, + 4.411066802862528, + 4.412872760158162, + 4.414678717453796, + 4.41648467474943, + 4.418290632045063, + 4.420096589340697, + 4.421902546636331, + 4.423708503931965, + 4.425514461227598, + 4.427320418523232, + 4.429126375818866, + 4.4309323331145, + 4.432738290410134, + 4.434544247705767, + 4.436350205001401, + 4.438156162297035, + 4.439962119592668, + 4.441768076888302, + 4.443574034183936, + 4.4453799914795695, + 4.4471859487752035, + 4.4489919060708365, + 4.45079786336647, + 4.452603820662104, + 4.454409777957738, + 4.456215735253371, + 4.458021692549005, + 4.459827649844639, + 4.461633607140273, + 4.463439564435907, + 4.46524552173154, + 4.467051479027174, + 4.468857436322808, + 4.470663393618442, + 4.472469350914075, + 4.474275308209709, + 4.476081265505343, + 4.477887222800977, + 4.47969318009661, + 4.481499137392244, + 4.483305094687878, + 4.485111051983512, + 4.486917009279145, + 4.4887229665747785, + 4.4905289238704125, + 4.492334881166046, + 4.49414083846168, + 4.495946795757313, + 4.497752753052947, + 4.499558710348581, + 4.501364667644215, + 4.503170624939848, + 4.504976582235482, + 4.506782539531116, + 4.50858849682675, + 4.510394454122383, + 4.512200411418017, + 4.514006368713651, + 4.515812326009285, + 4.517618283304918, + 4.519424240600552, + 4.521230197896186, + 4.52303615519182, + 4.524842112487454, + 4.526648069783087, + 4.528454027078721, + 4.5302599843743545, + 4.532065941669988, + 4.5338718989656215, + 4.535677856261255, + 4.537483813556889, + 4.539289770852523, + 4.541095728148156, + 4.54290168544379, + 4.544707642739424, + 4.546513600035058, + 4.548319557330691, + 4.550125514626325, + 4.551931471921959, + 4.553737429217593, + 4.555543386513227, + 4.55734934380886, + 4.559155301104494, + 4.560961258400128, + 4.562767215695762, + 4.564573172991395, + 4.566379130287029, + 4.568185087582663, + 4.5699910448782965, + 4.57179700217393, + 4.5736029594695635, + 4.5754089167651975, + 4.577214874060831, + 4.579020831356464, + 4.580826788652098, + 4.582632745947732, + 4.584438703243366, + 4.586244660539, + 4.588050617834633, + 4.589856575130267, + 4.591662532425901, + 4.593468489721535, + 4.595274447017168, + 4.597080404312802, + 4.598886361608436, + 4.60069231890407, + 4.602498276199704, + 4.604304233495337, + 4.606110190790971, + 4.607916148086605, + 4.609722105382239, + 4.611528062677872, + 4.613334019973506, + 4.6151399772691395, + 4.616945934564773, + 4.6187518918604065, + 4.62055784915604, + 4.622363806451674, + 4.624169763747308, + 4.625975721042941, + 4.627781678338575, + 4.629587635634209, + 4.631393592929843, + 4.633199550225477, + 4.63500550752111, + 4.636811464816744, + 4.638617422112378, + 4.640423379408012, + 4.642229336703645, + 4.644035293999279, + 4.645841251294913, + 4.647647208590547, + 4.64945316588618, + 4.651259123181814, + 4.653065080477448, + 4.6548710377730815, + 4.656676995068715, + 4.6584829523643485, + 4.660288909659982, + 4.662094866955616, + 4.66390082425125, + 4.665706781546883, + 4.667512738842517, + 4.669318696138151, + 4.671124653433785, + 4.672930610729418, + 4.674736568025052, + 4.676542525320686, + 4.67834848261632, + 4.680154439911953, + 4.681960397207587, + 4.683766354503221, + 4.685572311798855, + 4.687378269094488, + 4.689184226390122, + 4.690990183685756, + 4.69279614098139, + 4.694602098277024, + 4.696408055572657, + 4.6982140128682905, + 4.7000199701639245, + 4.701825927459558, + 4.7036318847551915, + 4.705437842050825, + 4.707243799346459, + 4.709049756642093, + 4.710855713937726, + 4.71266167123336, + 4.714467628528994, + 4.716273585824628, + 4.718079543120261, + 4.719885500415895, + 4.721691457711529, + 4.723497415007163, + 4.725303372302797, + 4.72710932959843, + 4.728915286894064, + 4.730721244189698, + 4.732527201485332, + 4.734333158780965, + 4.736139116076599, + 4.737945073372233, + 4.7397510306678665, + 4.7415569879635004, + 4.7433629452591335, + 4.745168902554767, + 4.746974859850401, + 4.748780817146034, + 4.750586774441668, + 4.752392731737302, + 4.754198689032936, + 4.75600464632857, + 4.757810603624203, + 4.759616560919837, + 4.761422518215471, + 4.763228475511105, + 4.765034432806738, + 4.766840390102372, + 4.768646347398006, + 4.77045230469364, + 4.772258261989274, + 4.774064219284907, + 4.775870176580541, + 4.777676133876175, + 4.779482091171808, + 4.781288048467442, + 4.7830940057630755, + 4.7848999630587095, + 4.786705920354343, + 4.788511877649976, + 4.79031783494561, + 4.792123792241244, + 4.793929749536878, + 4.795735706832511, + 4.797541664128145, + 4.799347621423779, + 4.801153578719413, + 4.802959536015047, + 4.80476549331068, + 4.806571450606314, + 4.808377407901948, + 4.810183365197582, + 4.811989322493215, + 4.813795279788849, + 4.815601237084483, + 4.817407194380117, + 4.81921315167575, + 4.821019108971384, + 4.822825066267018, + 4.8246310235626515, + 4.8264369808582845, + 4.8282429381539185, + 4.830048895449552, + 4.831854852745186, + 4.83366081004082, + 4.835466767336453, + 4.837272724632087, + 4.839078681927721, + 4.840884639223355, + 4.842690596518988, + 4.844496553814622, + 4.846302511110256, + 4.84810846840589, + 4.849914425701523, + 4.851720382997157, + 4.853526340292791, + 4.855332297588425, + 4.857138254884058, + 4.858944212179692, + 4.860750169475326, + 4.86255612677096, + 4.8643620840665935, + 4.866168041362227, + 4.8679739986578605, + 4.869779955953494, + 4.871585913249128, + 4.873391870544761, + 4.875197827840395, + 4.877003785136029, + 4.878809742431663, + 4.880615699727296, + 4.88242165702293, + 4.884227614318564, + 4.886033571614198, + 4.887839528909831, + 4.889645486205465, + 4.891451443501099, + 4.893257400796733, + 4.895063358092367, + 4.896869315388, + 4.898675272683634, + 4.900481229979268, + 4.902287187274902, + 4.904093144570535, + 4.905899101866169, + 4.9077050591618026, + 4.9095110164574365, + 4.9113169737530695, + 4.9131229310487035, + 4.914928888344337, + 4.916734845639971, + 4.918540802935604, + 4.920346760231238, + 4.922152717526872, + 4.923958674822506, + 4.92576463211814, + 4.927570589413773, + 4.929376546709407, + 4.931182504005041, + 4.932988461300675, + 4.934794418596308, + 4.936600375891942, + 4.938406333187576, + 4.94021229048321, + 4.942018247778843, + 4.943824205074477, + 4.945630162370111, + 4.947436119665745, + 4.949242076961378, + 4.951048034257012, + 4.9528539915526455, + 4.954659948848279, + 4.956465906143913, + 4.958271863439546, + 4.96007782073518, + 4.961883778030814, + 4.963689735326448, + 4.965495692622081, + 4.967301649917715, + 4.969107607213349, + 4.970913564508983, + 4.972719521804617, + 4.97452547910025, + 4.976331436395884, + 4.978137393691518, + 4.979943350987151, + 4.981749308282785, + 4.983555265578419, + 4.985361222874053, + 4.987167180169687, + 4.98897313746532, + 4.990779094760954, + 4.9925850520565875, + 4.9943910093522215, + 4.9961969666478545, + 4.998002923943488 + ], + "xaxis": "x", + "y": [ + 0.021227066797504437, + 0.02197703427740028, + 0.02274944760130456, + 0.023545234807512843, + 0.024365369789263146, + 0.025210872064031106, + 0.026082806329089058, + 0.02698228179775159, + 0.027910451311221718, + 0.028868510221375137, + 0.02985769504026802, + 0.030879281852535686, + 0.03193458448725516, + 0.033024952446222666, + 0.0341517685860114, + 0.035316446551580984, + 0.036520427959679476, + 0.03776517933076796, + 0.03905218876879659, + 0.040382962388778545, + 0.04175902049288041, + 0.043181893496592544, + 0.04465311760751238, + 0.04617423026040105, + 0.04774676531340746, + 0.04937224801176874, + 0.05105218972683728, + 0.05278808248000698, + 0.05458139326296526, + 0.05643355816769434, + 0.058345976341788425, + 0.06032000378692292, + 0.06235694702065144, + 0.06445805662415836, + 0.06662452070108539, + 0.06885745827505046, + 0.07115791265599998, + 0.07352684480798294, + 0.07596512675329543, + 0.0784735350501958, + 0.08105274438347859, + 0.08370332130903423, + 0.08642571819516054, + 0.08922026740467538, + 0.09208717576290855, + 0.0950265193572089, + 0.0980382387138752, + 0.10112213439808358, + 0.10427786308183762, + 0.10750493412365093, + 0.11080270670209763, + 0.11417038754316367, + 0.11760702927864007, + 0.12111152946967549, + 0.12468263032590048, + 0.12831891914646854, + 0.1320188295047586, + 0.1357806431936329, + 0.13960249294274357, + 0.1434823659138947, + 0.14741810797454352, + 0.1514074287435818, + 0.15544790739734143, + 0.15953699921762446, + 0.163672042857357, + 0.1678502682934471, + 0.17206880543051065, + 0.17632469331345213, + 0.1806148899016148, + 0.18493628235218657, + 0.18928569775611445, + 0.19365991426571352, + 0.1980556725497584, + 0.20246968750894573, + 0.20689866018247222, + 0.21133928977485614, + 0.21578828573134676, + 0.2202423797899892, + 0.224698337939059, + 0.2291529722096753, + 0.23360315223532538, + 0.23804581651246884, + 0.24247798329952297, + 0.24689676109509454, + 0.25129935864043745, + 0.25568309439567755, + 0.2600454054441328, + 0.26438385578432033, + 0.26869614397452557, + 0.272980110100347, + 0.27723374204112883, + 0.2814551810167688, + 0.2856427264017403, + 0.28979483979845844, + 0.29391014836707097, + 0.29798744741351213, + 0.30202570224197584, + 0.30602404928190613, + 0.309981796503171, + 0.31389842313608884, + 0.3177735787156362, + 0.3216070814712217, + 0.325398916085081, + 0.3291492308435098, + 0.332858334205921, + 0.33652669081705566, + 0.3401549169876561, + 0.34374377566860365, + 0.3472941709430039, + 0.3508071420598969, + 0.35428385703245857, + 0.357725605822618, + 0.3611337931331153, + 0.3645099308272337, + 0.3678556299957599, + 0.3711725926902666, + 0.3744626033416218, + 0.3777275198827856, + 0.3809692645953751, + 0.38418981470038815, + 0.38739119271467726, + 0.39057545659648213, + 0.39374468970534393, + 0.3969009906042045, + 0.4000464627342511, + 0.403183203996245, + 0.4063132962753561, + 0.40943879495015345, + 0.412561718430044, + 0.41568403776915086, + 0.41880766640832273, + 0.42193445010039443, + 0.4250661570771196, + 0.42820446851902155, + 0.43135096939190837, + 0.43450713971557986, + 0.4376743463315311, + 0.44085383523690347, + 0.4440467245516063, + 0.4472539981842977, + 0.45047650026076125, + 0.45371493037505156, + 0.4569698397197042, + 0.4602416281460882, + 0.4635305421999257, + 0.46683667416986024, + 0.47015996217898776, + 0.47350019134045357, + 0.4768569959885953, + 0.4802298629869558, + 0.48361813610369125, + 0.48702102143385156, + 0.4904375938366123, + 0.49386680434418173, + 0.4973074884877117, + 0.5007583754746117, + 0.5042180981409835, + 0.5076852035930162, + 0.5111581644419475, + 0.5146353905291005, + 0.5181152410303588, + 0.5215960368236883, + 0.5250760729989252, + 0.5285536313860506, + 0.5320269929770194, + 0.5354944501163709, + 0.5389543183380253, + 0.5424049477293017, + 0.5458447337087124, + 0.549272127111104, + 0.5526856434824151, + 0.5560838714965128, + 0.5594654804179714, + 0.5628292265475843, + 0.5661739586010387, + 0.5694986219859125, + 0.5728022619574811, + 0.5760840256495506, + 0.5793431629924787, + 0.5825790265465212, + 0.5857910702942086, + 0.5889788474506321, + 0.5921420073648697, + 0.5952802915991187, + 0.5983935292842596, + 0.6014816318613843, + 0.604544587327884, + 0.6075824541141243, + 0.6105953547222797, + 0.6135834692623288, + 0.6165470290217325, + 0.619486310204619, + 0.6224016279734366, + 0.6252933309212878, + 0.6281617960960282, + 0.6310074246884384, + 0.6338306384859765, + 0.6366318771811776, + 0.6394115966098382, + 0.642170267978834, + 0.6449083781271125, + 0.6476264308461281, + 0.6503249492683084, + 0.653004479313939, + 0.6556655941687534, + 0.6583088997465711, + 0.6609350410738567, + 0.6635447095165067, + 0.6661386507533773, + 0.6687176733867839, + 0.6712826580672306, + 0.6738345669983783, + 0.6763744536788743, + 0.678903472730229, + 0.681422889654601, + 0.6839340903632374, + 0.6864385903153656, + 0.6889380431086735, + 0.6914342483660667, + 0.6939291587690762, + 0.6964248860960757, + 0.6989237061332779, + 0.7014280623379144, + 0.7039405681463567, + 0.7064640078345215, + 0.7090013358538356, + 0.7115556745829311, + 0.7141303104529892, + 0.7167286884228057, + 0.7193544047981875, + 0.7220111984088073, + 0.7247029401738373, + 0.7274336211056712, + 0.7302073388179824, + 0.7330282826207418, + 0.7359007172997967, + 0.7388289656926019, + 0.7418173901839675, + 0.7448703732566218, + 0.7479922972406287, + 0.7511875234130658, + 0.7544603706052007, + 0.7578150934782275, + 0.7612558606308145, + 0.7647867327020281, + 0.7684116406319356, + 0.7721343642392222, + 0.7759585112706882, + 0.7798874970716348, + 0.7839245250190287, + 0.7880725678510375, + 0.7923343500172936, + 0.79671233116412, + 0.8012086908583204, + 0.8058253146417497, + 0.8105637814973988, + 0.8154253527958849, + 0.8204109627793853, + 0.8255212106283469, + 0.8307563541447076, + 0.8361163050741391, + 0.8416006260789594, + 0.8472085293631347, + 0.8529388769408603, + 0.858790182531196, + 0.8647606150525728, + 0.8708480036832489, + 0.8770498444465153, + 0.8833633082730418, + 0.8897852504867496, + 0.8963122216555609, + 0.9029404797435657, + 0.9096660034971936, + 0.9164845069943958, + 0.9233914552826702, + 0.9303820810293008, + 0.937451402104655, + 0.9445942400176437, + 0.9518052391206047, + 0.9590788864996863, + 0.9664095324654194, + 0.9737914115573431, + 0.9812186639757493, + 0.9886853573529013, + 0.9961855087758535, + 1.003713106972534, + 1.0112621345728001, + 1.0188265903562777, + 1.0264005113991144, + 1.0339779950324057, + 1.0415532205258362, + 1.04912047041124, + 1.056674151362237, + 1.0642088145479007, + 1.0717191753805189, + 1.0792001325800586, + 1.0866467864809108, + 1.0940544565097379, + 1.101418697767118, + 1.108735316649645, + 1.1160003854538625, + 1.1232102559082116, + 1.1303615715845086, + 1.1374512791459679, + 1.1444766383947798, + 1.1514352310882467, + 1.158324968498828, + 1.1651440976998393, + 1.1718912065650182, + 1.178565227476744, + 1.1851654397439984, + 1.1916914707376156, + 1.1981432957563671, + 1.204521236643479, + 1.2108259591785873, + 1.2170584692755644, + 1.223220108021333, + 1.2293125455952785, + 1.2353377741128633, + 1.2412980994403082, + 1.2471961320302973, + 1.2530347768310237, + 1.2588172223227472, + 1.2645469287374569, + 1.2702276155181347, + 1.2758632480744518, + 1.281458023891855, + 1.2870163580505438, + 1.2925428682100524, + 1.2980423591141865, + 1.3035198066698215, + 1.308980341651531, + 1.314429233082511, + 1.3198718713406483, + 1.3253137510368755, + 1.3307604537115003, + 1.3362176303925803, + 1.3416909840592608, + 1.3471862520517015, + 1.352709188468548, + 1.3582655465920694, + 1.3638610613809763, + 1.3695014320706944, + 1.3751923049214068, + 1.3809392561544882, + 1.3867477751191277, + 1.3926232477317857, + 1.3985709402328848, + 1.4045959833063544, + 1.410703356609714, + 1.416897873764106, + 1.4231841678555561, + 1.4295666775008018, + 1.4360496335326756, + 1.4426370463617832, + 1.4493326940725735, + 1.4561401113131471, + 1.4630625790387286, + 1.4701031151691413, + 1.4772644662204069, + 1.48454909996966, + 1.4919591992113248, + 1.4994966566601324, + 1.507163071053816, + 1.5149597445045917, + 1.5228876811440633, + 1.530947587100888, + 1.5391398718443934, + 1.547464650920339, + 1.555921750097375, + 1.5645107109340417, + 1.573230797767007, + 1.582081006111184, + 1.5910600724518915, + 1.6001664853980664, + 1.6093984981540344, + 1.618754142255415, + 1.6282312425026795, + 1.6378274330136144, + 1.6475401743038265, + 1.6573667712921174, + 1.6673043921160853, + 1.677350087631593, + 1.6875008114591323, + 1.697753440429785, + 1.7081047952741617, + 1.7185516613892862, + 1.729090809510941, + 1.739719016112791, + 1.7504330833485315, + 1.7612298583498203, + 1.7721062516902635, + 1.7830592548252318, + 1.7940859563177523, + 1.8051835566631105, + 1.8163493815287264, + 1.8275808932309168, + 1.8388757002773155, + 1.8502315648119032, + 1.8616464078094128, + 1.8731183118769916, + 1.8846455215333755, + 1.896226440849398, + 1.9078596283483986, + 1.9195437890805338, + 1.9312777638017276, + 1.94306051520496, + 1.9548911111696385, + 1.9667687050130405, + 1.978692512746568, + 1.9906617873585974, + 2.0026757901648216, + 2.014733759286372, + 2.0268348753350933, + 2.038978224404803, + 2.0511627584859746, + 2.0633872534406494, + 2.075650264692523, + 2.0879500808058093, + 2.1002846751442856, + 2.112651655819852, + 2.125048214157251, + 2.137471071918694, + 2.1499164275489804, + 2.1623799017180376, + 2.174856482454171, + 2.1873404701766526, + 2.1998254229521823, + 2.212304102314202, + 2.2247684199990174, + 2.237209385966177, + 2.249617058084156, + 2.26198049387474, + 2.2742877047211127, + 2.2865256129551965, + 2.298680012248954, + 2.3107355317420213, + 2.3226756043441106, + 2.334482439654318, + 2.3461370019413517, + 2.3576189936273546, + 2.368906844714366, + 2.3799777085850553, + 2.3908074645987303, + 2.4013707278890775, + 2.4116408667510845, + 2.4215900279817917, + 2.4311891705113013, + 2.4404081076279955, + 2.449215558063995, + 2.457579206164253, + 2.4654657713142965, + 2.472841086748828, + 2.4796701878047838, + 2.485917409619746, + 2.491546494208558, + 2.4965207067792687, + 2.5008029610736453, + 2.5043559534384574, + 2.5071423052518975, + 2.5091247132457646, + 2.510266107178923, + 2.5105298142321764, + 2.509879729409619, + 2.5082804911481396, + 2.5056976612555286, + 2.5020979082201436, + 2.497449192861894, + 2.491720955226915, + 2.484884301567139, + 2.476912190192979, + 2.467779614942261, + 2.4574637849735965, + 2.4459442995671736, + 2.433203316602427, + 2.4192257133794346, + 2.4039992384614393, + 2.3875146532380356, + 2.3697658619444932, + 2.350750028920942, + 2.3304676819564705, + 2.3089228006373466, + 2.2861228887047713, + 2.2620790295258644, + 2.236805923890394, + 2.210321909465464, + 2.182648961368618, + 2.153812673456543, + 2.1238422200700113, + 2.0927702981241927, + 2.0606330495865275, + 2.0274699645394385, + 1.993323765180852, + 1.958240271270882, + 1.9222682476856043, + 1.8854592348871726, + 1.8478673632626097, + 1.8095491524185563, + 1.7705632966463867, + 1.7309704378881625 + ], + "yaxis": "y" + } + ], + "layout": { + "barmode": "overlay", + "font": { + "size": 18 + }, + "hovermode": "closest", + "legend": { + "traceorder": "reversed" + }, + "plot_bgcolor": "#F5F5F8", + "showlegend": true, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "heatmapgl": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmapgl" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "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, + "#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, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 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, + "#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 + } + } + }, + "title": {}, + "xaxis": { + "anchor": "y2", + "domain": [ + 0, + 1 + ], + "zeroline": false + }, + "yaxis": { + "anchor": "free", + "domain": [ + 0, + 1 + ], + "position": 0 + } + } + }, + "text/html": [ + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -245,7 +5062,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ @@ -254,16 +5071,16 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "array([3.96772858, 1.67572128, 1.90369638, 3.51125542, 0.71732109])" + "array([1.67562276, 2.94037975, 2.06039328, 1.26914759, 2.51079348])" ] }, - "execution_count": 10, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } @@ -282,29 +5099,27 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 11, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "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\n", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -337,7 +5152,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ @@ -346,16 +5161,16 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "array([0.98185868, 0.4148939 , 0.49927947, 0.95037356, 0.11102835])" + "array([0.44450626, 0.88209758, 0.59467513, 0.29293225, 0.75994761])" ] }, - "execution_count": 13, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" } @@ -374,29 +5189,27 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 14, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAXQAAAEGCAYAAAB1iW6ZAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4yLjAsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8GearUAAAgAElEQVR4nO3deXiU5b3G8e8vIRACIUBYZA9g2AmLAVcKoiJVK1prcUFRUauV2qNiS1sPrbSn1bbWXaxaxA1BbbVUUWoLWBdQwk5YA0IIYUkChCxkm3nOHzOkMUAyhCQzmdyf6+JiZt5nZu5Mws2TdzXnHCIi0vBFBDuAiIjUDhW6iEiYUKGLiIQJFbqISJhQoYuIhIkmwXrjdu3auYSEhGC9vYhIg7Ry5cps51z7Ey0LWqEnJCSQkpISrLcXEWmQzGzXyZZplYuISJhQoYuIhAkVuohImAjaOvQTKS0tJSMjg6KiomBHkTATHR1N165diYqKCnYUkToTUoWekZFBbGwsCQkJmFmw40iYcM6Rk5NDRkYGPXv2DHYckTpT7SoXM5ttZgfMbMNJlpuZPWVmaWa2zsyG1zRMUVER8fHxKnOpVWZGfHy8fvOTsBfIOvQ5wPgqln8bSPT/uROYdTqBVOZSF/RzJY1BtYXunPsPcLCKIROAV53PcqC1mXWqrYAiIuLz0qc7qlxeG3u5dAF2V7if4X/sOGZ2p5mlmFlKVlZWLbx1w7Zz504GDRpU7Zi5c+eW309JSeHee++t9SxjxowpP9Drsssu4/Dhwycd+8QTT1BYWHjS5bfffjsbN24EoGXLlqeUY82aNSxcuLD8/oIFC3jkkUdO6TVEwtHhwhJ+v2hLlWPqdbdF59wLzrlk51xy+/YnPHJVKqlc6MnJyTz11FN1+p4LFy6kdevWJ11eVaF7PB5eeuklBgwYUKP3rlzoV155JdOnT6/Ra4mEk1eX7aKkzFvlmNoo9D1Atwr3u/ofa5BeffVVkpKSGDJkCDfddBMAt9xyC++88075mGOzzqVLlzJ69GgmTJhAr169mD59Om+88QYjR45k8ODBbN++vcrnV7Rz505GjRrF8OHDGT58OF988QUA06dP59NPP2Xo0KE8/vjjLF26lCuuuAKv10tCQsI3ZtKJiYns37+frKwsrrnmGkaMGMGIESP4/PPPj3u/o0ePct1119G/f3+uvvpqjh49Wr4sISGB7OxsCgoKuPzyyxkyZAiDBg1i/vz5PPXUU2RmZnLhhRdy4YUXln89DzzwAEOGDGHZsmXfmO0D3HfffQwcOJCLLrqIY7+ZVRyTnZ1NQkICJSUlzJgxg/nz5zN06FDmz5/PnDlzmDp1avlnNHbsWJKSkrjoootIT08v/3zvvfdezjvvPHr16vWNz1okHBSWlPHy519zUb8OVY6rjd0WFwBTzWwecDaQ65zbe7ov+vA/UtmYeeS0w1U0oHMrfvmdgSddnpqaym9+8xu++OIL2rVrx8GDVW068Fm7di2bNm2ibdu29OrVi9tvv52vvvqKJ598kqeffponnngioGwdOnTg448/Jjo6mm3btnH99deTkpLCI488wh//+Efef/99wPefCEBERAQTJkzg3Xff5dZbb+XLL7+kR48edOzYkRtuuIH77ruPCy64gPT0dC699FI2bdr0jfebNWsWMTExbNq0iXXr1jF8+PE7J3300Ud07tyZDz74AIDc3Fzi4uL405/+xJIlS2jXrh0ABQUFnH322Tz22GPHvUZBQQHJyck8/vjjzJw5k4cffphnnnnmhJ9B06ZNmTlzJikpKeVj5syZU778Rz/6EZMnT2by5MnMnj2be++9l/feew+AvXv38tlnn7F582auvPJKvve97wX0uYs0BPNX7OZQYSl3j+nN7CrGBbLb4pvAMqCvmWWY2RQzu8vM7vIPWQjsANKAF4Efnm74YFm8eDHXXntteVG1bdu22ueMGDGCTp060axZM3r37s24ceMAGDx4MDt37gz4vUtLS7njjjsYPHgw1157bfk66KpMnDiR+fPnAzBv3jwmTpwIwL/+9S+mTp3K0KFDufLKKzly5Aj5+fnfeO5//vMfJk2aBEBSUhJJSUnHvf7gwYP5+OOP+elPf8qnn35KXFzcCXNERkZyzTXXnHBZREREea5Jkybx2WefVft1ncyyZcu44YYbALjpppu+8VpXXXUVERERDBgwgP3799f4PURCzdESD88t3c7Inm1JTqi6k6qdoTvnrq9muQPuObWI1atqJl3fmjRpgtfrW3fl9XopKSkpX9asWbPy2xEREeX3IyIiKCsrq/b5xzz++ON07NiRtWvX4vV6iY6OrjbXueeeS1paGllZWbz33ns89NBD5e+xfPnygF6jKn369GHVqlUsXLiQhx56iIsuuogZM2YcNy46OprIyMiAXvPY7oMVP5Pa2D+84vdBFz6XcPLyF1+TlVfMrBurP8RH53KpYOzYsbz99tvk5OQAlK9ySUhIYOXKlYBvr4vS0tJTet1Anp+bm0unTp2IiIjgtddew+PxABAbG0teXt4JX9fMuPrqq7n//vvp378/8fHxAIwbN46nn366fNyaNWuOe+63vvWt8o2tGzZsYN26dceNyczMJCYmhkmTJvHggw+yatWqajNV5vV6y9dpz507lwsuuOC4z6TiOu+qXvu8885j3rx5ALzxxhuMGjUqoAwiDVVuYSnPL93Oxf07VDs7BxX6NwwcOJBf/OIXjB49miFDhnD//fcDcMcdd/DJJ5+Ub/Rr0aLFKb1uIM//4Q9/yCuvvMKQIUPYvHlz+ZikpCQiIyMZMmQIjz/++HHPmzhxIq+//nr5ag2Ap556ipSUFJKSkhgwYADPP//8cc+7++67yc/Pp3///syYMYOzzjrruDHr169n5MiRDB06lIcffrj8N4A777yT8ePHl28UrUqLFi346quvGDRoEIsXLy6f4U+bNo1Zs2YxbNgwsrOzy8dfeOGFbNy4sXyjaEVPP/00L7/8MklJSbz22ms8+eST1b6/SEP23Cdp5BWXMe3SvgGNt2D9epqcnOwqX+Bi06ZN9O/fPyh5JPzp50sakn25RYz+wxIuT+rEn74/tPxxM1vpnEs+0XM0QxcRCUF/WLQF5+C+i/sE/BwVuohIiFmz+zB/XZXBlFE96dY2JuDnhVyhaw8FqQv6uZKGwut1/GpBKu1jm3HPhWee0nNDqtCjo6PJycnRPz6pVcfOh366u3GK1Ie/r93Dmt2H+en4frRsdmrHfobUBS66du1KRkYGOnGX1LZjVywSCWUFxWU88uFmhnSN47vDTniOwyqFVKFHRUXpijIi0mg9tzSN/UeKee7Gs4iIOPVz+IfUKhcRkcZqV04BL376NVcP68JZPdrU6DVU6CIiQeac46H3NtA0MoKfju9X49dRoYuIBNkH6/fy6bZsHhjXhzPiar7xXoUuIhJER4pKmfmPjQzq0oqbzulxWq8VUhtFRUQamz/9cytZ+cW8eHMyTSJPb46tGbqISJCsz8jl1WU7uemcHgzpdvLLPgZKhS4iEgQer+MX760nvmWzgM+mWB0VuohIELy6bCfrMnL53ysG0Co6qlZeU4UuIlLPdh8s5PcfbWFM3/Z8J6lTrb2uCl1EpB455/jZ39YTGWH89urB5ZdlrA0qdBGRevRWym4+S8tm+rf70bl181p9bRW6iEg92ZdbxG/e38Q5vdpyw8jutf76KnQRkXrgO7x/PaVeL49ek1Sjk29VR4UuIlIPFqzN5F+bDjBtXF96xJ/aheYDpUIXEaljOfnFPPyPjQzt1ppbz6+7U4Sr0EVE6pBzjp+/u578ojL+8L0kIutgVcsxKnQRkTr07uo9LErdz7RL+5DYMbZO30uFLiJSRzIPH+WXf09lZEJbplzQq87fT4UuIlIHvF7HtLfX4nWOP147pE5XtRyjQhcRqQOvLNvJF9tz+N8rBtA9PqZe3lOFLiJSy9IO5PPIh5u5qF8HJo7oVm/vq0IXEalFpR4v97+1hpimkfzumto9V0t1Aip0MxtvZlvMLM3Mpp9geXczW2Jmq81snZldVvtRRURC37NL0liXkctvrx5Mh9iaXx+0JqotdDOLBJ4Fvg0MAK43swGVhj0EvOWcGwZcBzxX20FFREJdys6DPL04je8O68K3B9feaXEDFcgMfSSQ5pzb4ZwrAeYBEyqNcUAr/+04ILP2IoqIhL7co6X8eN4aurRuzsMTBgYlQyCF3gXYXeF+hv+xin4FTDKzDGAh8KMTvZCZ3WlmKWaWkpWVVYO4IiKhxznHz/+2nv1Hinjq+mHE1tIViE5VbW0UvR6Y45zrClwGvGZmx722c+4F51yycy65ffv2tfTWIiLB9VbKbj5Yv5f7x/VhaC1c7LmmAin0PUDF/W66+h+raArwFoBzbhkQDbSrjYAiIqEs7UA+v1qwkfN6x3PXt3oHNUsghb4CSDSznmbWFN9GzwWVxqQDFwGYWX98ha51KiIS1orLPNz75mqioyJ4fOLQOjnH+amottCdc2XAVGARsAnf3iypZjbTzK70D3sAuMPM1gJvArc451xdhRYRCQWPfriFjXuP8IfvDaFjq/rdRfFEmgQyyDm3EN/GzoqPzahweyNwfu1GExEJXUs2H2D2518z+dweXDygY7DjADpSVETklGUePsp9b62h3xmx/Oyy/sGOU06FLiJyCkrKvNwzdxWlZV6eu3E40VGRwY5ULqBVLiIi4vPoR5tZnX6YZ24YRq/2LYMd5xs0QxcRCdBHG/bxl898682vSOoc7DjHUaGLiARgV04BD769liFd4/j55aGz3rwiFbqISDWKSj388I1VmMEzNwynWZPQWW9ekdahi4hUY+b7G0nNPMKLNyfTrW39XH2oJjRDFxGpwnur9zD3y3R+8K1eXBIi+5ufjApdROQkUjNzmf63dYxMaMu0S/sGO061VOgiIidwqKCEH7y2ktbNm/LsjcOJigz9utQ6dBGRSjxex73zVnPgSDHzf3AO7WObBTtSQFToIiKV/GHRFj7dls2j1wxmWPc2wY4TsND/HUJEpB59sG4vz3+ynRvO7s7EEd2DHeeUqNBFRPy27MvjwXfWMrx7a375nQHBjnPKVOgiIkBuYSl3vpZCi2ZNmDXprJA9eKgqKnQRafQ8XseP568m8/BRZt04PCQuVlET2igqIo3e7xZuYumWLP7v6kEkJ7QNdpwa0wxdRBq1+SvSeemzr7nlvARuPLtHsOOcFhW6iDRaX+7I4aH3NjAqsR0PhegZFE+FCl1EGqX0nELuen0l3drG8MwNw2nSAI4ErU7D/wpERE5RXlEpU15ZgdfB7MkjiGseFexItUKFLiKNisfr+NGbq/k6u4BZk4aT0K5FsCPVGu3lIiKNym8r7NFyXu92wY5TqzRDF5FG4/Xlu/hLmOzRciIqdBFpFBZv3s+Mv29gbL8OYbFHy4mo0EUk7K3PyGXq3NUM6NyKp68fFhZ7tJxIeH5VIiJ+GYcKue2VFbSJacrsW0bQoln4bjoM369MRBq93MJSbnl5BUWlHubefjYdYhvmOVoCpRm6iISl4jIPP3g9hV05BbxwUzKJHWODHanOaYYuImHHOcf0v65n+Y6DPDFxKOf2jg92pHoR0AzdzMab2RYzSzOz6ScZ830z22hmqWY2t3ZjiogE7rF/buXd1XuYNq4PVw3rEuw49abaGbqZRQLPApcAGcAKM1vgnNtYYUwi8DPgfOfcITPrUFeBRUSqMufzr3lmSRrXj+zGPReeGew49SqQGfpIIM05t8M5VwLMAyZUGnMH8Kxz7hCAc+5A7cYUEane39fs4Vf/2Mi4AR359YRBmFmwI9WrQAq9C7C7wv0M/2MV9QH6mNnnZrbczMaf6IXM7E4zSzGzlKysrJolFhE5gU+2ZvHAW2s5u2dbngrjfc2rUltfcRMgERgDXA+8aGatKw9yzr3gnEt2ziW3b9++lt5aRBq71emHuPv1lSR2jOXFyclERzW864HWhkAKfQ/QrcL9rv7HKsoAFjjnSp1zXwNb8RW8iEidSjuQx21zVtCuZTNeuW0EraLD41S4NRFIoa8AEs2sp5k1Ba4DFlQa8x6+2Tlm1g7fKpgdtZhTROQ4mYePcvNfviIyIoLXpowM+wOHqlNtoTvnyoCpwCJgE/CWcy7VzGaa2ZX+YYuAHDPbCCwBHnTO5dRVaBGRgwUl3Dz7K/KKyphz6wh6xIfPec1rypxzQXnj5ORkl5KSEpT3FpGGLfdoKTe+tJyt+/N55daRjebAIQAzW+mcSz7Rssa3GVhEGrSC4jJum7OCLfvyeH7S8EZV5tVRoYtIg1FU6uGOV1NYnX6IJ68bxth+HYMdKaToXC4i0iCUlHm5+/WVLNuRw2PXDuGywZ2CHSnkaIYuIiGvzOPlf+avZsmWLH5z1SC+O7xrsCOFJBW6iIQ0r9fxk3fWsXD9Ph66vH9YXgu0tqjQRSRkeb2Oh/6+gb+t3sMDl/Th9lG9gh0ppKnQRSQkeb2OGQs2MPfLdO4e05upYxvXmRNrQoUuIiHnWJm/vjydu0b35ieX9m10Z06sCRW6iISUymX+0/Eq80Cp0EUkZKjMT48KXURCgsr89KnQRSToVOa1Q0eKikhQebyOh95bz5tf7VaZnyYVuogETZnHy7S31/LemkzuubA308apzE+HCl1EgqK4zMO9b65mUep+Hry0L/dcqP3MT5cKXUTq3dESD3e9vpJPtmbxy+8M4NbzewY7UlhQoYtIvcovLmPKnBV8tfMgj14zmIkjugc7UthQoYtIvcktLGXyy1+xfk8uT0wcyoShXYIdKayo0EWkXmTnF3PTX75i+4F8Zt04nHEDzwh2pLCjQheROrf7YCE3/eVL9h0p4sXJyYzu0z7YkcKSCl1E6tTGzCNMfvkrSsq8vHH7OZzVo02wI4UtFbqI1JnlO3K445UUWkY3Ye5d55LYMTbYkcKaCl1E6sRHG/Zx77zVdG8bw6u3jaRz6+bBjhT2VOgiUuve/CqdX7y7niHdWjN78gjatGga7EiNggpdRGqNc45nFqfx2MdbGdO3Pc/dOJyYpqqZ+qJPWkRqRZnHy4wFqcz9Mp3vDuvCo99LIipSJ3StTyp0ETlt+cVl3PPGKj7ZmsXdY3rz4Li+REToJFv1TYUuIqdlX24Rt85Zwdb9efzuu4O5fqQO5Q8WFbqI1NjGzCPcNmcF+cVlzL5lhA4YCjIVuojUyNItB7jnjVXERkfx1g/OZUDnVsGO1Oip0EXklM39Mp3//fsG+naMZfYtIzgjLjrYkYQArylqZuPNbIuZpZnZ9CrGXWNmzsySay+iiIQKj9fx24Wb+Pm76xmV2I637jpXZR5Cqp2hm1kk8CxwCZABrDCzBc65jZXGxQI/Br6si6AiElxHikr58ZurWbIli5vP7cGMKwbQRLslhpRAvhsjgTTn3A7nXAkwD5hwgnG/Bh4Fimoxn4iEgJ3ZBXz3uS/4dFs2/3f1IGZOGKQyD0GBfEe6ALsr3M/wP1bOzIYD3ZxzH1T1QmZ2p5mlmFlKVlbWKYcVkfr3eVo2E579nJz8Yl6bcjY3nt0j2JHkJE77v1gziwD+BDxQ3Vjn3AvOuWTnXHL79tq9SSSUOed4ddlObp79FR1bNePv91zAub3jgx1LqhDIXi57gG4V7nf1P3ZMLDAIWGpmAGcAC8zsSudcSm0FFZH6U1Lm5Vf/8B3Gf3H/Djw+cSix0VHBjiXVCKTQVwCJZtYTX5FfB9xwbKFzLhdod+y+mS0FpqnMRRqm/UeK+OEbq1i56xB3j+nNtHF9idRh/A1CtYXunCszs6nAIiASmO2cSzWzmUCKc25BXYcUkfrx5Y4c7pm7msKSMp6+fhjfGdI52JHkFAR0YJFzbiGwsNJjM04ydszpxxKR+uScY/bnO/ntwk10bxvD3DvOpo+uLtTg6EhRkUausKSM6X9dz4K1mYwb0JE/fn8IrbS+vEFSoYs0Yl9nF3DXayvZdiCPBy/ty92je+u0tw2YCl2kkVqUuo9pb62lSaTxym0jGZWoXYkbOhW6SCNTXObhdws3M+eLnSR1jeO5G4fTtU1MsGNJLVChizQiO7MLmPrmKjbsOcJt5/dk+rf70bSJDuEPFyp0kUbi/XWZTP/reiIjjBdvTuaSAR2DHUlqmQpdJMwVlXqY+f5G5n6ZzvDurXnq+mFaxRKmVOgiYWx7Vj73vLGKzfvy+MHoXkwb15conSUxbKnQRcKQc475K3Yz8/2NREdF8vKtI7iwb4dgx5I6pkIXCTM5+cVM/9t6Pt64n/PPjOexa4fqqkKNhApdJIws2XKAB99ex5GjpTx0eX9uO7+nDhRqRFToImGgqNTD7xZu4pVlu+jbMZbXpoykf6dWwY4l9UyFLtLAbdiTy//MX0PagXxuO78nPxnfl+ioyGDHkiBQoYs0UKUeL7OWbufpxdtoE9OU16bo8P3GToUu0gBt3neEaW+vZcOeI1yR1IlfTxhEmxZNgx1LgkyFLtKAlHq8PL90O08t3kar6Chm3Ticbw/uFOxYEiJU6CINROVZ+cwJg2irWblUoEIXCXGlHi9//mQ7T/5bs3KpmgpdJISt2X2Y6X9dx+Z9eZqVS7VU6CIhKK+olMf+uZVXlu2kY2w0f77pLC4deEawY0mIU6GLhJhFqfv45d9T2Z9XxM3n9GDapX2J1TU+JQAqdJEQsS+3iF8u2MCi1P30OyOWWZOGM6x7m2DHkgZEhS4SZGUeL68v38Uf/7mVUo+Xn4zvyx2jeuk0t3LKVOgiQfTljhx+uSCVzfvyGJXYjt9cNYge8S2CHUsaKBW6SBDsP1LE7xZu4r01mXSOi2bWjcMZP+gMzHRmRKk5FbpIPSop8zLni6958l/bKPU4fjT2TH445kyaN9XJtOT0qdBF6sln27L55YINbM8qYGy/Dsy4YgAJ7bR6RWqPCl2kju3Iyud3H27m44376d42hr9MTuai/h2DHUvCkApdpI4cLCjhqX9v4/Xlu2jWJIIHL+3LlAt66lzlUmdU6CK1rLjMwytf7OTpxWkUFJdx3cju3HdxH9rHNgt2NAlzARW6mY0HngQigZecc49UWn4/cDtQBmQBtznndtVyVpGQ5pzjg/V7efSjzew+eJQxfdvz88v606djbLCjSSNRbaGbWSTwLHAJkAGsMLMFzrmNFYatBpKdc4Vmdjfwe2BiXQQWCUVfbM/mD4u2sDr9MP3OiNXVgyQoApmhjwTSnHM7AMxsHjABKC9059ySCuOXA5NqM6RIqFqz+zB/XLSFz9KyOaNVNI9eM5jvndWNyAjtTy71L5BC7wLsrnA/Azi7ivFTgA9PtMDM7gTuBOjevXuAEUVCz9b9eTz2zy0sSt1P2xZNeejy/kw6p4c2eEpQ1epGUTObBCQDo0+03Dn3AvACQHJysqvN9xapD7sPFvL4x1t5d80eWjRtwn0X92HKqJ60bKb9CyT4Avkp3AN0q3C/q/+xbzCzi4FfAKOdc8W1E08kNOw+WMhzS9N4Z2UGEWbcMaoXd4/urQszS0gJpNBXAIlm1hNfkV8H3FBxgJkNA/4MjHfOHaj1lCJB8nV2Ac8uSePd1XuINOO6Ed2558IzOSMuOtjRRI5TbaE758rMbCqwCN9ui7Odc6lmNhNIcc4tAP4AtATe9p9cKN05d2Ud5hapU2kH8nhmcRoL1mYSFRnBzef24Aff6q0il5AW0Io/59xCYGGlx2ZUuH1xLecSCYrN+47w9OI0Fq7fS3STSG4f1YvbR/WkQ6yKXEKftuRIo+ecI2XXIf78yXb+tekALZs14YdjejPlgl66ILM0KCp0abQ8XsfHG/fx5//sYHX6YdrERPHjixK59fwEWseoyKXhUaFLo1NU6uGvqzJ46dOv+Tq7gO5tY5g5YSDXntVN5yWXBk2FLo3G/iNFvLF8F298mU5OQQlJXeN49gbflYJ0ZKeEAxW6hDXnHKt3H2bO5ztZuH4vHucY27cDt4/qxTm92uqSbxJWVOgSlorLPCxcv5c5n+9kbUYusc2aMPm8BG4+t4cuwixhS4UuYWX3wULmr9jNvBW7yc4vpnf7Fvx6wkC+O7wrLXR4voQ5/YRLg1fq8fLvTQeY+1U6n27LAuDCvh245bwELjizHRFaPy6NhApdGqzdBwuZtyKdt1IyyMor5oxW0dw7NpHvj+hGl9bNgx1PpN6p0KVBKSr18M+N+3k7ZTefpWVj+Gbj14/szpi+7WkSGRHsiCJBo0KXkHfsSM6/rszgg3V7ySsuo3NcND++KJHvJ3ejs2bjIoAKXUJYek4hf12Vwbur95B+sJCYppF8e1AnrhnehXN6xWvduEglKnQJKVl5xXy4YS//WJvJip2HMIPze7fjfy5O5NKBZ2hPFZEq6F+HBF1OfjEfpe7j/bV7+fLrHLwOEju05Cfj+3LV0C5apSISIBW6BMWhghIWpe7j/XV7WbYjB4/X0at9C6aOTeSKpE706Rgb7IgiDY4KXepN5uGj/HvTfv65cT/LtudQ5nX0iI/hrtG9uCKpM/3OiNWh+CKnQYUudcY5R2rmET7euJ9/bdpPauYRABLiY5gyqiffSerMwM6tVOIitUSFLrWquMzD8h0H+Ze/xPfmFmEGZ3Vvw/Rv9+Pi/h3p3b6FSlykDqjQ5bSl5xTyybYsPtmSxbLt2RSUeGgeFcmoxHbcd0kfxvbrQLuWzYIdUyTsqdDllBUUl7Fsew7/2ZbFf7ZmsTOnEICubZozYVgXLu7fgfN6tyM6SheLEKlPKnSp1tESD6vSD7F8Rw7LtuewNuMwpR5H86hIzu0dzy3nJfCtPu3p2U6rUkSCSYUuxykq9Rf49hyW7zjImt2HKfF4iYwwBnWJY8oFvfhWYjvOSmhDsyaahYuEChW6cCCviFW7DrM6/RCr0g+xdncuJR4vEQaDusRx6/kJnNMrnuSENsRGRwU7roichAq9kSnzeNm8L4+Vu3zlvSr9ELsPHgUgKtI3A7/53B6c2zueET3b0koFLtJgqNDDWJnHy/asAjbsySU18wgbMnNZn5HL0VIPAB1im3FWjzbcfE4Cw3u0ZmDnOG3IFGnAVOhhoqjUw+Z9eYqwKlYAAAkRSURBVKRm+so7dU8um/flUVzmBSA6KoJ+Z7Ri4ohuDO/RhuHdW9OldXNtxBQJIyr0BsbjdWQcKmTb/ny2Hchn2/48UjOPkJaVj8frAIiNbsKgznHcdE4PBnWJY2DnVvRs10IXfxAJcyr0EFXq8bIrp5C0A3nl5Z12IJ/tWfnls27wrTYZ0LkVlwzoyMDOrRjUJY6ubTTzFmmMVOhBVFhSxq6cQnblFJJ+sMD/t+/PnkNHKfPPuAG6tG5OYseWnNc7nsSOLTmzQyxndmhJXHNttBQRHxV6HTpSVMq+3CIyDx9lb24Rew8fJePQUXYd9JV4dn7xN8bHNY+iR3wMg7vEcUVSJ3q3b8mZHVrSu31LXdhBRKqllqiBguIysvKKycovJrvC3wfyisn0F/fe3CLyi8u+8bwIg46touneNoax/drTI74F3dvG0CM+hh5tWxAXo9m2iNRcQIVuZuOBJ4FI4CXn3COVljcDXgXOAnKAic65nbUbtfZ5vI4jR0s5fLSUXP+fw4UlHCm/7f/7aCk5+cVk55eQlVdcvttfRWYQ36IZnVtH06t9C84/sx2d4qLp1Lo5nf1/d4htRpQ2TIpIHam20M0sEngWuATIAFaY2QLn3MYKw6YAh5xzZ5rZdcCjwMSahvJ6HaVeL6UeR5nHS4nHd7u0zEuZ10tJmaPU46XU46W4zEthiYfCkjL/3x6OlpRRUOLhaImHguIyCkv/ezu/uMxX3oWl5FWaQVfWPCqSuOZRxDWPol1sU4Z1b037ls1oF9us0t9NaRvTVHuRiEhQBTJDHwmkOed2AJjZPGACULHQJwC/8t9+B3jGzMw55ziJrfvzGPX7xZT6y7nE46XM47tdcWNgTUVFGjFNmxDTNJLmTSNp0bQJzZtGckaraPp2jCUuJqq8rOOaR9G6wv1W/r91nhIRaUgCKfQuwO4K9zOAs082xjlXZma5QDyQXXGQmd0J3AnQqnMvRvRoS1RkBFFNjCYRETRtEkFUpPkei6zq9n/vN20SUV7WLZpFEhPlu920iWbLItK41OtGUefcC8ALAMnJye5PE4fW59uLiIS1QKaxe4BuFe539T92wjFm1gSIw7dxVERE6kkghb4CSDSznmbWFLgOWFBpzAJgsv/294DFVa0/FxGR2lftKhf/OvGpwCJ8uy3Ods6lmtlMIMU5twD4C/CamaUBB/GVvoiI1KOA1qE75xYCCys9NqPC7SLg2tqNJiIip0K7goiIhAkVuohImFChi4iECRW6iEiYsGDtXWhmWcCuOnr5dlQ6SjWEKFvNKFvNKFvNhHK2Hs659idaELRCr0tmluKcSw52jhNRtppRtppRtpoJ5WxV0SoXEZEwoUIXEQkT4VroLwQ7QBWUrWaUrWaUrWZCOdtJheU6dBGRxihcZ+giIo2OCl1EJEw0+EI3s0gzW21m759g2f1mttHM1pnZv82sRwhlu8vM1pvZGjP7zMwGhEq2CmOuMTNnZvW6+1Y1n9stZpbl/9zWmNntoZLNv/z7/p+5VDObGyrZzOzxCp/ZVjM7HELZupvZEv/ydWZ2WYjk6uHvjXVmttTMutZXrpqq1ysW1ZEfA5uAVidYthpIds4VmtndwO85jYtX13K2uc655wHM7ErgT8D4EMmGmcX6x3xZj5mOqTIbMN85N7Ue81R00mxmlgj8DDjfOXfIzDqESjbn3H3HbpvZj4Bh9ZgLqv6ePgS85Zyb5Z/YLAQSQiDXH4FXnXOvmNlY4HfATfWUq0Ya9Azd/z/m5cBLJ1runFvinCv0312O72pLoZLtSIW7LYB62zpdXTa/XwOPAkX1EsovwGxBEUC2O4BnnXOHAJxzB0IoW0XXA2/WbaL/CiCb47+FGgdkhkiuAcBi/+0lwIT6yHU6GnShA08APwG8AYydAnxYt3G+odpsZnaPmW3H95vDvfUVjGqymdlwoJtz7oN6zHRMIN/Ta/y/Br9jZt2qGFfbqsvWB+hjZp+b2XIzq8/fuAL6t+Bf7diT/xZVfagu26+ASWaWgW92/qMQybUW+K7/9tVArJnF10ewmmqwhW5mVwAHnHMrAxg7CUgG/lDnwQg8m3PuWedcb+Cn+H7tDHo2M4vAt/rngfrIU+m9A/nc/gEkOOeSgI+BV0IoWxMgERiDbxb8opm1DpFsx1wHvOOc89RxLCDgbNcDc5xzXYHL8F39rE67KcBc04DRZrYaGI3v2sn18rnVmHOuQf7Btz4rA9gJ7AMKgddPMO5ifOvIOoRatgrjI4DcUMiG71febP/ynfhWuWTi2xYRap9bZKh8bv4xzwO3Vrj/b2BEKGSrMHY1cF59fGan8Lml4vuN8Nj9HXX977UGP2stgYz6+txq/HUFO0AtfXPGAO+f4PFhwHYgMQSzJVa4/R1812cNiWyVxiytjzI/hc+tU4XbVwPLQyjbeOAV/+12wG4gPhSy+Zf18xeY1fdnVs3n9iFwi/92f/8Eot4yVpGrHRDhv/1/wMxgfG6n8qfBrnI5GTOb6d9rBHyrWFoCb/t311oQxGiVs03179q2BrgfmBzEaJWzhZRK2e71f25r8W13uCV4yY7LtgjIMbON+DaiPeicywmRbOBb3TLP+RsqmCplewC4w/89fRNfuQclY6VcY4AtZrYV6Iiv1EOaDv0XEQkTYTdDFxFprFToIiJhQoUuIhImVOgiImFChS4iEiZU6NJomdmvzGxaFcuvqu+zYIqcDhW6yMldhe8ETSINgvZDl0bFzH6B7yCuA/iO5FwJ5AJ3Ak2BNHynSB0KvO9flgtcA4ytPM7992yeIkGnQpdGw8zOAuYAZ+M7kdYqfOdfefnYEZ1m9htgv3PuaTObg++Q8Hf8y+JPNK7evxCRkwiHC1yIBGoU8O6xWXWFU0EM8hd0a3ynilh0kucHOk4kKLQOXcQ3a5/qnBsMPAxEn+Y4kaBQoUtj8h/gKjNr7r/E3nf8j8cCe80sCrixwvg8/zKqGScSElTo0mg451YB8/FdieZDYIV/0f/iu3bq58DmCk+ZBzzov4hw7yrGiYQEbRQVEQkTmqGLiIQJFbqISJhQoYuIhAkVuohImFChi4iECRW6iEiYUKGLiISJ/wcL3HvdMMUuPgAAAABJRU5ErkJggg==\n", + "image/png": "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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -419,7 +5232,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ @@ -428,20 +5241,20 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "{'loc': 4.095558923695414,\n", - " 'scale': 0.9044258869808379,\n", + "{'loc': 4.052009283524141,\n", + " 'scale': 0.947975527152111,\n", " 'a': 2.552323190906777,\n", " 'b': 0.9041091899047261,\n", " 'type': 'copulas.univariate.beta.BetaUnivariate'}" ] }, - "execution_count": 16, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" } @@ -460,7 +5273,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 18, "metadata": {}, "outputs": [], "source": [ @@ -478,19 +5291,2928 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 19, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", - "text/plain": [ - "
" + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "fill": "tozeroy", + "hovertemplate": "Real
Frequency: %{y}", + "legendgroup": "Real", + "marker": { + "color": "#000036" + }, + "mode": "lines", + "name": "Real", + "showlegend": true, + "type": "scatter", + "x": [ + 4.095558923695414, + 4.097367775469376, + 4.099176627243337, + 4.100985479017299, + 4.10279433079126, + 4.1046031825652225, + 4.106412034339184, + 4.108220886113146, + 4.110029737887108, + 4.111838589661069, + 4.113647441435031, + 4.115456293208992, + 4.117265144982954, + 4.119073996756915, + 4.1208828485308775, + 4.122691700304839, + 4.124500552078801, + 4.126309403852763, + 4.128118255626724, + 4.129927107400686, + 4.131735959174647, + 4.133544810948609, + 4.13535366272257, + 4.1371625144965325, + 4.138971366270495, + 4.140780218044456, + 4.142589069818418, + 4.144397921592379, + 4.146206773366341, + 4.148015625140302, + 4.149824476914264, + 4.151633328688226, + 4.1534421804621875, + 4.1552510322361496, + 4.157059884010111, + 4.158868735784073, + 4.160677587558034, + 4.162486439331996, + 4.164295291105958, + 4.166104142879919, + 4.167912994653881, + 4.1697218464278425, + 4.1715306982018046, + 4.173339549975766, + 4.175148401749728, + 4.176957253523689, + 4.178766105297651, + 4.180574957071613, + 4.182383808845574, + 4.184192660619536, + 4.1860015123934975, + 4.1878103641674596, + 4.189619215941421, + 4.191428067715383, + 4.193236919489345, + 4.195045771263306, + 4.196854623037268, + 4.198663474811229, + 4.200472326585191, + 4.2022811783591525, + 4.2040900301331146, + 4.205898881907077, + 4.207707733681038, + 4.209516585455, + 4.211325437228961, + 4.213134289002923, + 4.214943140776884, + 4.216751992550846, + 4.2185608443248075, + 4.2203696960987696, + 4.222178547872732, + 4.223987399646693, + 4.225796251420655, + 4.227605103194616, + 4.229413954968578, + 4.231222806742539, + 4.233031658516501, + 4.234840510290463, + 4.2366493620644246, + 4.238458213838387, + 4.240267065612348, + 4.24207591738631, + 4.243884769160271, + 4.245693620934233, + 4.247502472708195, + 4.249311324482156, + 4.251120176256118, + 4.2529290280300796, + 4.254737879804042, + 4.256546731578003, + 4.258355583351965, + 4.260164435125926, + 4.261973286899888, + 4.26378213867385, + 4.265590990447811, + 4.267399842221773, + 4.2692086939957345, + 4.271017545769697, + 4.272826397543658, + 4.27463524931762, + 4.276444101091582, + 4.278252952865543, + 4.280061804639505, + 4.281870656413466, + 4.283679508187428, + 4.2854883599613895, + 4.287297211735352, + 4.289106063509314, + 4.290914915283275, + 4.292723767057237, + 4.294532618831198, + 4.29634147060516, + 4.298150322379121, + 4.299959174153083, + 4.301768025927045, + 4.303576877701007, + 4.305385729474969, + 4.30719458124893, + 4.309003433022892, + 4.310812284796853, + 4.312621136570815, + 4.314429988344777, + 4.316238840118738, + 4.3180476918927, + 4.319856543666662, + 4.321665395440624, + 4.323474247214585, + 4.325283098988547, + 4.327091950762508, + 4.32890080253647, + 4.330709654310432, + 4.332518506084393, + 4.334327357858355, + 4.336136209632317, + 4.337945061406279, + 4.33975391318024, + 4.341562764954202, + 4.343371616728164, + 4.345180468502125, + 4.346989320276087, + 4.348798172050048, + 4.35060702382401, + 4.352415875597972, + 4.354224727371934, + 4.356033579145896, + 4.357842430919857, + 4.359651282693819, + 4.36146013446778, + 4.363268986241742, + 4.365077838015703, + 4.366886689789665, + 4.368695541563627, + 4.370504393337589, + 4.372313245111551, + 4.374122096885512, + 4.375930948659474, + 4.377739800433435, + 4.379548652207397, + 4.381357503981358, + 4.38316635575532, + 4.3849752075292825, + 4.386784059303244, + 4.388592911077206, + 4.390401762851167, + 4.392210614625129, + 4.39401946639909, + 4.395828318173052, + 4.397637169947014, + 4.399446021720975, + 4.4012548734949375, + 4.403063725268899, + 4.404872577042861, + 4.406681428816822, + 4.408490280590784, + 4.410299132364745, + 4.412107984138707, + 4.413916835912669, + 4.41572568768663, + 4.4175345394605925, + 4.419343391234554, + 4.421152243008516, + 4.422961094782477, + 4.424769946556439, + 4.426578798330401, + 4.428387650104362, + 4.430196501878324, + 4.432005353652285, + 4.4338142054262475, + 4.435623057200209, + 4.437431908974171, + 4.439240760748133, + 4.441049612522094, + 4.442858464296056, + 4.444667316070017, + 4.446476167843979, + 4.44828501961794, + 4.4500938713919025, + 4.451902723165864, + 4.453711574939826, + 4.455520426713788, + 4.457329278487749, + 4.459138130261711, + 4.460946982035672, + 4.462755833809634, + 4.464564685583596, + 4.4663735373575575, + 4.4681823891315195, + 4.469991240905481, + 4.471800092679443, + 4.473608944453404, + 4.475417796227366, + 4.477226648001327, + 4.479035499775289, + 4.480844351549251, + 4.4826532033232125, + 4.4844620550971745, + 4.486270906871136, + 4.488079758645098, + 4.489888610419059, + 4.491697462193021, + 4.493506313966982, + 4.495315165740944, + 4.497124017514906, + 4.4989328692888675, + 4.5007417210628295, + 4.502550572836791, + 4.504359424610753, + 4.506168276384715, + 4.507977128158676, + 4.509785979932638, + 4.511594831706599, + 4.513403683480561, + 4.5152125352545225, + 4.5170213870284845, + 4.518830238802446, + 4.520639090576408, + 4.52244794235037, + 4.524256794124331, + 4.526065645898293, + 4.527874497672254, + 4.529683349446216, + 4.5314922012201775, + 4.5333010529941395, + 4.535109904768102, + 4.536918756542063, + 4.538727608316025, + 4.540536460089986, + 4.542345311863948, + 4.544154163637909, + 4.545963015411871, + 4.547771867185833, + 4.5495807189597945, + 4.551389570733757, + 4.553198422507718, + 4.55500727428168, + 4.556816126055641, + 4.558624977829603, + 4.560433829603564, + 4.562242681377526, + 4.564051533151488, + 4.5658603849254495, + 4.567669236699412, + 4.569478088473373, + 4.571286940247335, + 4.573095792021296, + 4.574904643795258, + 4.57671349556922, + 4.578522347343181, + 4.580331199117143, + 4.5821400508911045, + 4.583948902665067, + 4.585757754439028, + 4.58756660621299, + 4.589375457986952, + 4.591184309760913, + 4.592993161534875, + 4.594802013308836, + 4.596610865082798, + 4.5984197168567595, + 4.600228568630722, + 4.602037420404683, + 4.603846272178645, + 4.605655123952607, + 4.607463975726568, + 4.60927282750053, + 4.611081679274491, + 4.612890531048453, + 4.614699382822415, + 4.616508234596377, + 4.618317086370338, + 4.6201259381443, + 4.621934789918262, + 4.623743641692223, + 4.625552493466185, + 4.627361345240146, + 4.629170197014108, + 4.63097904878807, + 4.632787900562032, + 4.634596752335994, + 4.636405604109955, + 4.638214455883917, + 4.640023307657878, + 4.64183215943184, + 4.643641011205801, + 4.645449862979763, + 4.647258714753725, + 4.649067566527687, + 4.650876418301649, + 4.65268527007561, + 4.654494121849572, + 4.656302973623533, + 4.658111825397495, + 4.659920677171457, + 4.661729528945418, + 4.66353838071938, + 4.665347232493342, + 4.667156084267304, + 4.668964936041265, + 4.670773787815227, + 4.672582639589189, + 4.67439149136315, + 4.676200343137112, + 4.678009194911073, + 4.679818046685035, + 4.681626898458997, + 4.683435750232959, + 4.68524460200692, + 4.687053453780882, + 4.688862305554844, + 4.690671157328805, + 4.692480009102767, + 4.694288860876728, + 4.69609771265069, + 4.6979065644246525, + 4.699715416198614, + 4.701524267972576, + 4.703333119746537, + 4.705141971520499, + 4.70695082329446, + 4.708759675068422, + 4.710568526842383, + 4.712377378616345, + 4.7141862303903075, + 4.715995082164269, + 4.717803933938231, + 4.719612785712192, + 4.721421637486154, + 4.723230489260115, + 4.725039341034077, + 4.726848192808038, + 4.728657044582, + 4.7304658963559625, + 4.732274748129924, + 4.734083599903886, + 4.735892451677847, + 4.737701303451809, + 4.739510155225771, + 4.741319006999732, + 4.743127858773694, + 4.744936710547655, + 4.7467455623216175, + 4.748554414095579, + 4.750363265869541, + 4.752172117643502, + 4.753980969417464, + 4.755789821191426, + 4.757598672965387, + 4.759407524739349, + 4.76121637651331, + 4.7630252282872725, + 4.764834080061234, + 4.766642931835196, + 4.768451783609158, + 4.770260635383119, + 4.772069487157081, + 4.773878338931042, + 4.775687190705004, + 4.777496042478965, + 4.7793048942529275, + 4.7811137460268895, + 4.782922597800851, + 4.784731449574813, + 4.786540301348774, + 4.788349153122736, + 4.790158004896697, + 4.791966856670659, + 4.79377570844462, + 4.7955845602185825, + 4.7973934119925445, + 4.799202263766506, + 4.801011115540468, + 4.802819967314429, + 4.804628819088391, + 4.806437670862353, + 4.808246522636314, + 4.810055374410275, + 4.8118642261842375, + 4.8136730779581995, + 4.815481929732161, + 4.817290781506123, + 4.819099633280084, + 4.820908485054046, + 4.822717336828008, + 4.824526188601969, + 4.826335040375931, + 4.8281438921498925, + 4.8299527439238545, + 4.831761595697816, + 4.833570447471778, + 4.835379299245739, + 4.837188151019701, + 4.838997002793663, + 4.840805854567624, + 4.842614706341586, + 4.8444235581155475, + 4.8462324098895095, + 4.848041261663472, + 4.849850113437433, + 4.851658965211394, + 4.853467816985356, + 4.855276668759318, + 4.857085520533279, + 4.858894372307241, + 4.8607032240812025, + 4.8625120758551645, + 4.864320927629127, + 4.866129779403088, + 4.86793863117705, + 4.869747482951011, + 4.871556334724973, + 4.873365186498935, + 4.875174038272896, + 4.8769828900468575, + 4.8787917418208195, + 4.880600593594782, + 4.882409445368743, + 4.884218297142705, + 4.886027148916666, + 4.887836000690628, + 4.88964485246459, + 4.891453704238551, + 4.893262556012513, + 4.8950714077864745, + 4.896880259560437, + 4.898689111334398, + 4.90049796310836, + 4.902306814882321, + 4.904115666656283, + 4.905924518430245, + 4.907733370204206, + 4.909542221978168, + 4.9113510737521295, + 4.913159925526092, + 4.914968777300053, + 4.916777629074015, + 4.918586480847976, + 4.920395332621938, + 4.9222041843959, + 4.924013036169861, + 4.925821887943823, + 4.9276307397177845, + 4.929439591491747, + 4.931248443265709, + 4.93305729503967, + 4.934866146813632, + 4.936674998587593, + 4.938483850361555, + 4.940292702135516, + 4.942101553909478, + 4.9439104056834395, + 4.945719257457402, + 4.947528109231364, + 4.949336961005325, + 4.951145812779287, + 4.952954664553248, + 4.95476351632721, + 4.956572368101171, + 4.958381219875133, + 4.960190071649095, + 4.961998923423057, + 4.963807775197019, + 4.96561662697098, + 4.967425478744942, + 4.969234330518903, + 4.971043182292865, + 4.972852034066827, + 4.974660885840788, + 4.97646973761475, + 4.978278589388712, + 4.980087441162674, + 4.981896292936635, + 4.983705144710597, + 4.985513996484558, + 4.98732284825852, + 4.989131700032482, + 4.990940551806443, + 4.992749403580405, + 4.994558255354367, + 4.996367107128329, + 4.998175958902291 + ], + "xaxis": "x", + "y": [ + 0.04217655372652132, + 0.043643127505321296, + 0.04513920864443338, + 0.04666495220585871, + 0.04822051146359743, + 0.04980603513697856, + 0.051421664255488296, + 0.05306752866955886, + 0.05474374322646408, + 0.05645040363518529, + 0.05818758204863862, + 0.05995532239609263, + 0.06175363550282121, + 0.06358249403796214, + 0.06544182733524408, + 0.0673315161345119, + 0.06925138729494591, + 0.07120120853333517, + 0.07318068324284549, + 0.07518944544929045, + 0.07722705496295373, + 0.07929299278461562, + 0.08138665682439783, + 0.08350735799157073, + 0.08565431671235774, + 0.08782665993120693, + 0.0900234186488405, + 0.09224352604771986, + 0.09448581625244923, + 0.09674902376888367, + 0.09903178364170878, + 0.10133263236555944, + 0.103650009579866, + 0.10598226057219581, + 0.10832763960914833, + 0.11068431410786764, + 0.1130503696548773, + 0.11542381587246214, + 0.11780259312601839, + 0.12018458005897295, + 0.12256760193480758, + 0.12494943975869194, + 0.12732784014415796, + 0.12970052588315475, + 0.13206520717090686, + 0.13441959343010426, + 0.13676140567235368, + 0.1390883893283452, + 0.14139832747212905, + 0.14368905435906174, + 0.1459584691916371, + 0.14820455002252866, + 0.15042536769972334, + 0.15261909975488008, + 0.15478404413279806, + 0.15691863265743256, + 0.1590214441281114, + 0.16109121693861936, + 0.16312686111172897, + 0.16512746964241098, + 0.16709232904468035, + 0.16902092899954382, + 0.17091297100509825, + 0.17276837593431751, + 0.17458729041153645, + 0.1763700919251357, + 0.17811739260127518, + 0.1798300415719316, + 0.18150912587961784, + 0.18315596987131644, + 0.18477213304488224, + 0.18635940632275794, + 0.1879198067399353, + 0.18945557054572668, + 0.19096914473197907, + 0.19246317701364068, + 0.19394050430111215, + 0.1954041397172732, + 0.19685725822550973, + 0.1983031809481596, + 0.19974535826753795, + 0.20118735181390635, + 0.2026328154562079, + 0.20408547542209365, + 0.20554910968344733, + 0.2070275267522495, + 0.208524544039057, + 0.21004396593244476, + 0.21158956176256266, + 0.21316504381513895, + 0.2147740455640663, + 0.21642010029082637, + 0.21810662025764174, + 0.21983687659819434, + 0.22161398008520491, + 0.22344086292803822, + 0.225320261745873, + 0.22725470185301552, + 0.2292464829825113, + 0.23129766656272654, + 0.23341006464884728, + 0.23558523059765157, + 0.2378244515594382, + 0.24012874284585825, + 0.2424988442167953, + 0.24493521811338917, + 0.24743804984822088, + 0.2500072497473738, + 0.2526424572231844, + 0.2553430467406681, + 0.2581081356253951, + 0.2609365936459548, + 0.2638270542901965, + 0.2667779276414639, + 0.26978741474892237, + 0.27285352337516516, + 0.2759740849944461, + 0.27914677290626905, + 0.28236912132184183, + 0.28563854527481713, + 0.28895236120317436, + 0.2923078080457044, + 0.29570206869465326, + 0.2991322916453417, + 0.30259561268419255, + 0.30608917645847894, + 0.30961015777395356, + 0.31315578247080156, + 0.316723347733284, + 0.32031024169465266, + 0.3239139622057408, + 0.3275321346433968, + 0.33116252864328866, + 0.3348030736505644, + 0.3384518731913941, + 0.342107217778238, + 0.34576759637202387, + 0.3494317063347572, + 0.35309846181687965, + 0.35676700053432986, + 0.3604366889010856, + 0.36410712549370833, + 0.36777814283500126, + 0.3714498074944771, + 0.3751224185135215, + 0.3787965041732915, + 0.3824728171331228, + 0.38615232797664734, + 0.389836217212032, + 0.3935258657813743, + 0.3972228441427402, + 0.40092889999612275, + 0.40464594473218674, + 0.40837603868953637, + 0.4121213753128319, + 0.4158842643100613, + 0.41966711391266737, + 0.42347241234728294, + 0.42730270863204733, + 0.4311605928143697, + 0.43504867577009204, + 0.4389695686866506, + 0.4429258623547025, + 0.44692010639401647, + 0.4509547885400725, + 0.4550323141177293, + 0.45915498582772674, + 0.46332498397026334, + 0.46754434722799554, + 0.47181495412795244, + 0.4761385052985089, + 0.4805165066335434, + 0.4849502534711178, + 0.48944081588882665, + 0.4939890252119357, + 0.4985954618241032, + 0.5032604443633512, + 0.507984020378615, + 0.5127659585142256, + 0.5176057422813929, + 0.522502565467202, + 0.5274553292226418, + 0.5324626408621655, + 0.5375228143979304, + 0.5426338728225371, + 0.5477935521446766, + 0.5529993071726277, + 0.5582483190313531, + 0.5635375043895999, + 0.568863526364573, + 0.5742228070628003, + 0.5796115417074339, + 0.5850257142939984, + 0.5904611147086501, + 0.5959133572357378, + 0.6013779003741027, + 0.6068500678751104, + 0.6123250709089584, + 0.6177980312601328, + 0.6232640054473126, + 0.6287180096582149, + 0.6341550453851935, + 0.6395701256433248, + 0.6449583016490247, + 0.6503146898338391, + 0.6556344990652431, + 0.6609130579436499, + 0.6661458420427319, + 0.6713285009584254, + 0.6764568850305422, + 0.6815270716000345, + 0.6865353906642445, + 0.6914784497924802, + 0.6963531581643752, + 0.7011567495944047, + 0.7058868044070317, + 0.7105412700288231, + 0.7151184801662135, + 0.7196171724404924, + 0.7240365043553104, + 0.7283760674761373, + 0.7326358997063447, + 0.7368164955502049, + 0.7409188142599046, + 0.7449442857710687, + 0.7488948143396539, + 0.75277277980242, + 0.7565810363932711, + 0.7603229090589334, + 0.7640021872294085, + 0.7676231160115187, + 0.7711903847876352, + 0.7747091132161887, + 0.7781848346459015, + 0.7816234769715762, + 0.7850313409758706, + 0.7884150762184641, + 0.7917816545514015, + 0.7951383413570451, + 0.7984926646226276, + 0.801852381983203, + 0.805225445882004, + 0.8086199670143652, + 0.812044176237674, + 0.8155063851456101, + 0.8190149455196019, + 0.8225782078840798, + 0.8262044794045457, + 0.829901981378256, + 0.8336788065767203, + 0.8375428767066166, + 0.8415019002614057, + 0.8455633310394242, + 0.8497343276056116, + 0.8540217139732281, + 0.8584319417787105, + 0.8629710542172757, + 0.8676446519989481, + 0.8724578615744225, + 0.8774153058674065, + 0.8825210777351323, + 0.8877787163615561, + 0.8931911867682779, + 0.898760862607078, + 0.9044895123745665, + 0.9103782891648832, + 0.9164277240499309, + 0.9226377231493782, + 0.9290075684241779, + 0.93553592219831, + 0.9422208353840867, + 0.9490597593567156, + 0.9560495613946486, + 0.9631865435732451, + 0.9704664649715132, + 0.9778845670247654, + 0.9854356018306095, + 0.9931138631921924, + 1.0009132201607704, + 1.0088271528204853, + 1.016848790041164, + 1.0249709489108585, + 1.0331861755484022, + 1.0414867869880118, + 1.0498649138226102, + 1.0583125432904856, + 1.0668215624910717, + 1.075383801419766, + 1.0839910755191553, + 1.092635227454387, + 1.1013081678335748, + 1.1100019146100204, + 1.1187086309215233, + 1.1274206611423307, + 1.1361305649459585, + 1.1448311492010597, + 1.153515497547772, + 1.1621769975283733, + 1.1708093651727283, + 1.1794066669659258, + 1.187963339152542, + 1.196474204357904, + 1.2049344855324216, + 1.213339817248879, + 1.2216862544055362, + 1.2299702784084663, + 1.2381888009255573, + 1.24633916532105, + 1.254419145893649, + 1.2624269450530274, + 1.2703611885782917, + 1.278220919108813, + 1.286005588021144, + 1.293715045847538, + 1.3013495313900856, + 1.3089096596811687, + 1.3163964089356608, + 1.3238111066326501, + 1.3311554148558618, + 1.3384313150115232, + 1.3456410920313637, + 1.352787318156433, + 1.3598728363852204, + 1.3669007436571072, + 1.3738743738302832, + 1.380797280501658, + 1.3876732197054495, + 1.3945061325178887, + 1.4013001275867227, + 1.408059463597735, + 1.4147885316850897, + 1.4214918377888084, + 1.428173984961141, + 1.434839655623515, + 1.44149359377763, + 1.4481405871779223, + 1.4547854494774104, + 1.4614330023657374, + 1.4680880577255262, + 1.4747553998420775, + 1.4814397677104947, + 1.4881458374942302, + 1.4948782051986167, + 1.5016413696329063, + 1.5084397157432452, + 1.5152774984073887, + 1.5221588267893456, + 1.529087649357899, + 1.5360677396774423, + 1.5431026830817618, + 1.5501958643423583, + 1.5573504564407517, + 1.5645694105509202, + 1.5718554473314676, + 1.5792110496190632, + 1.586638456604037, + 1.5941396595563544, + 1.6017163991556325, + 1.609370164462532, + 1.617102193550885, + 1.624913475801081, + 1.632804755834899, + 1.6407765390517297, + 1.6488290987050338, + 1.6569624844374735, + 1.665176532172858, + 1.673470875243852, + 1.6818449566166713, + 1.6902980420572649, + 1.698829234069723, + 1.7074374864248543, + 1.7161216190881914, + 1.724880333348945, + 1.7337122269483485, + 1.7426158090044455, + 1.7515895145328353, + 1.7606317183683102, + 1.7697407483005385, + 1.778914897248604, + 1.7881524343131139, + 1.7974516145616315, + 1.8068106874220686, + 1.8162279035797577, + 1.8257015202968527, + 1.8352298050963927, + 1.844811037778443, + 1.8544435107606914, + 1.8641255277613726, + 1.8738554008666162, + 1.8836314460484846, + 1.893451977221904, + 1.9033152989493287, + 1.9132196979203284, + 1.923163433348818, + 1.9331447264436883, + 1.9431617491182098, + 1.9532126121099211, + 1.9632953526856454, + 1.973407922105582, + 1.983548173016106, + 1.9937138469328637, + 2.003902561964784, + 2.014111800914698, + 2.024338899874829, + 2.0345810374150055, + 2.0448352244386725, + 2.0550982947572014, + 2.0653668964065477, + 2.075637483703447, + 2.08590631001003, + 2.096169421148698, + 2.1064226493813396, + 2.116661607841549, + 2.126881685283987, + 2.137078040993126, + 2.1472455996746245, + 2.1573790461365503, + 2.1674728195556545, + 2.1775211071160516, + 2.1875178368041, + 2.1974566691446995, + 2.2073309876708738, + 2.2171338879297835, + 2.226858164845496, + 2.236496298280728, + 2.2460404366673643, + 2.2554823786074953, + 2.26481355238403, + 2.2740249933610626, + 2.283107319299772, + 2.292050703664167, + 2.300844847042725, + 2.3094789468659167, + 2.3179416656547285, + 2.3262210980916027, + 2.3343047372610446, + 2.3421794404622633, + 2.3498313950493466, + 2.3572460848052157, + 2.364408257402168, + 2.3713018935445476, + 2.3779101784259122, + 2.384215476163974, + 2.3901993079003994, + 2.3958423342687007, + 2.4011243429410754, + 2.4060242419639004, + 2.41052005958091, + 2.414588951222352, + 2.4182072143082696, + 2.4213503114727413, + 2.423992902765292, + 2.4261088873244154, + 2.4276714549471836, + 2.4286531478986904, + 2.4290259332159585, + 2.428761285663479, + 2.427830281393129, + 2.426203702250252, + 2.4238521505515407, + 2.4207461740401817, + 2.4168564006009174, + 2.4121536821936105, + 2.4066092473395964, + 2.4001948613733, + 2.3928829935521545, + 2.38464699000391, + 2.375461251382657, + 2.365301414004911, + 2.354144533147069, + 2.341969267105683, + 2.328756060555135, + 2.314487325683069, + 2.2991476195447946, + 2.2827238160538763, + 2.2652052710180635, + 2.2465839786391713, + 2.2268547179205855, + 2.206015187470297, + 2.184066127246856, + 2.161011425873212, + 2.13685821223713, + 2.1116169302055536, + 2.0853013954047857, + 2.0579288331551924, + 2.0295198967992785, + 2.0000986658219424, + 1.9696926233309906, + 1.9383326126430698, + 1.906052772901094, + 1.8728904538352285, + 1.8388861099648044, + 1.8040831747247963, + 1.768527915181763, + 1.7322692681822145, + 1.695358658945495, + 1.6578498032743887, + 1.619798494706793, + 1.5812623780678945, + 1.5423007110062243 + ], + "yaxis": "y" + }, + { + "fill": "tozeroy", + "hovertemplate": "Synthetic
Frequency: %{y}", + "legendgroup": "Synthetic", + "marker": { + "color": "#01E0C9" + }, + "mode": "lines", + "name": "Synthetic", + "showlegend": true, + "type": "scatter", + "x": [ + 4.076730153681692, + 4.078576392683666, + 4.080422631685641, + 4.082268870687615, + 4.0841151096895905, + 4.085961348691565, + 4.087807587693539, + 4.089653826695514, + 4.091500065697488, + 4.093346304699463, + 4.095192543701438, + 4.097038782703413, + 4.098885021705387, + 4.100731260707361, + 4.102577499709336, + 4.1044237387113105, + 4.106269977713286, + 4.10811621671526, + 4.109962455717234, + 4.111808694719209, + 4.113654933721183, + 4.1155011727231585, + 4.117347411725133, + 4.119193650727107, + 4.121039889729082, + 4.122886128731056, + 4.124732367733031, + 4.126578606735006, + 4.12842484573698, + 4.130271084738955, + 4.132117323740929, + 4.133963562742904, + 4.1358098017448786, + 4.137656040746854, + 4.139502279748828, + 4.141348518750802, + 4.143194757752777, + 4.1450409967547515, + 4.146887235756727, + 4.148733474758701, + 4.150579713760675, + 4.15242595276265, + 4.154272191764624, + 4.1561184307665995, + 4.157964669768574, + 4.159810908770548, + 4.161657147772523, + 4.163503386774497, + 4.165349625776472, + 4.167195864778447, + 4.169042103780422, + 4.170888342782396, + 4.17273458178437, + 4.174580820786345, + 4.1764270597883195, + 4.178273298790295, + 4.180119537792269, + 4.181965776794243, + 4.183812015796218, + 4.185658254798192, + 4.1875044938001675, + 4.189350732802142, + 4.191196971804116, + 4.193043210806091, + 4.194889449808065, + 4.19673568881004, + 4.198581927812015, + 4.200428166813989, + 4.202274405815964, + 4.204120644817938, + 4.205966883819913, + 4.207813122821888, + 4.209659361823862, + 4.211505600825837, + 4.213351839827811, + 4.215198078829786, + 4.2170443178317605, + 4.218890556833736, + 4.22073679583571, + 4.222583034837684, + 4.224429273839659, + 4.226275512841633, + 4.2281217518436085, + 4.229967990845583, + 4.231814229847557, + 4.233660468849532, + 4.235506707851506, + 4.237352946853481, + 4.239199185855456, + 4.24104542485743, + 4.242891663859405, + 4.244737902861379, + 4.246584141863354, + 4.2484303808653285, + 4.250276619867304, + 4.252122858869278, + 4.253969097871252, + 4.255815336873227, + 4.257661575875201, + 4.259507814877177, + 4.261354053879151, + 4.263200292881125, + 4.2650465318831, + 4.266892770885074, + 4.2687390098870495, + 4.270585248889024, + 4.272431487890998, + 4.274277726892973, + 4.276123965894947, + 4.277970204896922, + 4.279816443898897, + 4.281662682900871, + 4.283508921902846, + 4.28535516090482, + 4.287201399906795, + 4.2890476389087695, + 4.290893877910745, + 4.292740116912719, + 4.294586355914693, + 4.296432594916668, + 4.298278833918642, + 4.3001250729206175, + 4.301971311922592, + 4.303817550924566, + 4.305663789926541, + 4.307510028928515, + 4.30935626793049, + 4.311202506932465, + 4.313048745934439, + 4.314894984936414, + 4.316741223938388, + 4.318587462940363, + 4.320433701942338, + 4.322279940944313, + 4.324126179946287, + 4.325972418948261, + 4.327818657950236, + 4.3296648969522105, + 4.331511135954186, + 4.33335737495616, + 4.335203613958134, + 4.337049852960109, + 4.338896091962083, + 4.3407423309640585, + 4.342588569966033, + 4.344434808968007, + 4.346281047969982, + 4.348127286971956, + 4.349973525973931, + 4.351819764975906, + 4.35366600397788, + 4.355512242979855, + 4.357358481981829, + 4.359204720983804, + 4.3610509599857785, + 4.362897198987753, + 4.364743437989728, + 4.366589676991702, + 4.368435915993677, + 4.370282154995651, + 4.3721283939976265, + 4.373974632999601, + 4.375820872001575, + 4.37766711100355, + 4.379513350005524, + 4.3813595890074994, + 4.383205828009474, + 4.385052067011448, + 4.386898306013423, + 4.388744545015397, + 4.390590784017372, + 4.392437023019347, + 4.394283262021322, + 4.396129501023296, + 4.39797574002527, + 4.399821979027245, + 4.4016682180292195, + 4.403514457031195, + 4.405360696033169, + 4.407206935035143, + 4.409053174037118, + 4.410899413039092, + 4.4127456520410675, + 4.414591891043042, + 4.416438130045016, + 4.418284369046991, + 4.420130608048965, + 4.42197684705094, + 4.423823086052915, + 4.425669325054889, + 4.427515564056864, + 4.429361803058838, + 4.431208042060813, + 4.4330542810627875, + 4.434900520064763, + 4.436746759066737, + 4.438592998068711, + 4.440439237070686, + 4.44228547607266, + 4.444131715074636, + 4.44597795407661, + 4.447824193078584, + 4.449670432080559, + 4.451516671082533, + 4.4533629100845085, + 4.455209149086483, + 4.457055388088458, + 4.458901627090432, + 4.460747866092406, + 4.462594105094381, + 4.464440344096356, + 4.466286583098331, + 4.468132822100305, + 4.469979061102279, + 4.471825300104254, + 4.4736715391062285, + 4.475517778108204, + 4.477364017110178, + 4.479210256112152, + 4.481056495114127, + 4.482902734116101, + 4.4847489731180765, + 4.486595212120051, + 4.488441451122025, + 4.490287690124, + 4.492133929125974, + 4.493980168127949, + 4.495826407129924, + 4.497672646131898, + 4.499518885133873, + 4.501365124135847, + 4.503211363137822, + 4.505057602139797, + 4.506903841141771, + 4.508750080143746, + 4.51059631914572, + 4.512442558147695, + 4.5142887971496695, + 4.516135036151645, + 4.517981275153619, + 4.519827514155593, + 4.521673753157568, + 4.523519992159542, + 4.5253662311615175, + 4.527212470163492, + 4.529058709165466, + 4.530904948167441, + 4.532751187169415, + 4.53459742617139, + 4.536443665173365, + 4.53828990417534, + 4.540136143177314, + 4.541982382179288, + 4.543828621181263, + 4.5456748601832375, + 4.547521099185213, + 4.549367338187187, + 4.551213577189161, + 4.553059816191136, + 4.55490605519311, + 4.5567522941950855, + 4.55859853319706, + 4.560444772199034, + 4.562291011201009, + 4.564137250202983, + 4.5659834892049584, + 4.567829728206933, + 4.569675967208907, + 4.571522206210882, + 4.573368445212856, + 4.575214684214831, + 4.577060923216806, + 4.57890716221878, + 4.580753401220755, + 4.582599640222729, + 4.584445879224704, + 4.5862921182266785, + 4.588138357228654, + 4.589984596230628, + 4.591830835232602, + 4.593677074234577, + 4.595523313236551, + 4.5973695522385265, + 4.599215791240501, + 4.601062030242476, + 4.60290826924445, + 4.604754508246424, + 4.606600747248399, + 4.608446986250374, + 4.610293225252348, + 4.612139464254323, + 4.613985703256297, + 4.615831942258272, + 4.6176781812602465, + 4.619524420262222, + 4.621370659264196, + 4.62321689826617, + 4.625063137268145, + 4.6269093762701194, + 4.628755615272095, + 4.630601854274069, + 4.632448093276043, + 4.634294332278018, + 4.636140571279992, + 4.6379868102819675, + 4.639833049283942, + 4.641679288285916, + 4.643525527287891, + 4.645371766289865, + 4.64721800529184, + 4.649064244293815, + 4.650910483295789, + 4.652756722297764, + 4.654602961299738, + 4.656449200301713, + 4.6582954393036875, + 4.660141678305662, + 4.661987917307637, + 4.663834156309611, + 4.665680395311586, + 4.66752663431356, + 4.6693728733155355, + 4.67121911231751, + 4.673065351319485, + 4.674911590321459, + 4.676757829323433, + 4.678604068325408, + 4.680450307327383, + 4.682296546329358, + 4.684142785331332, + 4.685989024333306, + 4.687835263335281, + 4.689681502337256, + 4.691527741339231, + 4.693373980341205, + 4.695220219343179, + 4.697066458345154, + 4.6989126973471285, + 4.700758936349104, + 4.702605175351078, + 4.704451414353052, + 4.706297653355027, + 4.708143892357001, + 4.7099901313589765, + 4.711836370360951, + 4.713682609362925, + 4.7155288483649, + 4.717375087366874, + 4.719221326368849, + 4.721067565370824, + 4.722913804372798, + 4.724760043374773, + 4.726606282376747, + 4.728452521378722, + 4.7302987603806965, + 4.732144999382671, + 4.733991238384646, + 4.73583747738662, + 4.737683716388595, + 4.739529955390569, + 4.7413761943925445, + 4.743222433394519, + 4.745068672396493, + 4.746914911398468, + 4.748761150400442, + 4.7506073894024174, + 4.752453628404392, + 4.754299867406367, + 4.756146106408341, + 4.757992345410315, + 4.75983858441229, + 4.761684823414265, + 4.76353106241624, + 4.765377301418214, + 4.767223540420188, + 4.769069779422163, + 4.7709160184241375, + 4.772762257426113, + 4.774608496428087, + 4.776454735430061, + 4.778300974432036, + 4.78014721343401, + 4.7819934524359855, + 4.78383969143796, + 4.785685930439934, + 4.787532169441909, + 4.789378408443883, + 4.791224647445858, + 4.793070886447833, + 4.794917125449807, + 4.796763364451782, + 4.798609603453756, + 4.800455842455731, + 4.8023020814577055, + 4.804148320459681, + 4.805994559461655, + 4.807840798463629, + 4.809687037465604, + 4.8115332764675784, + 4.813379515469553, + 4.815225754471528, + 4.817071993473502, + 4.818918232475477, + 4.820764471477451, + 4.8226107104794265, + 4.824456949481401, + 4.826303188483376, + 4.82814942748535, + 4.829995666487324, + 4.831841905489299, + 4.833688144491274, + 4.835534383493249, + 4.837380622495223, + 4.839226861497197, + 4.841073100499172, + 4.8429193395011465, + 4.844765578503122, + 4.846611817505096, + 4.84845805650707, + 4.850304295509045, + 4.852150534511019, + 4.8539967735129945, + 4.855843012514969, + 4.857689251516943, + 4.859535490518918, + 4.861381729520892, + 4.863227968522867, + 4.865074207524842, + 4.866920446526816, + 4.868766685528791, + 4.870612924530765, + 4.87245916353274, + 4.874305402534715, + 4.87615164153669, + 4.877997880538664, + 4.879844119540638, + 4.881690358542613, + 4.8835365975445875, + 4.885382836546562, + 4.887229075548537, + 4.889075314550511, + 4.890921553552486, + 4.89276779255446, + 4.8946140315564355, + 4.89646027055841, + 4.898306509560384, + 4.900152748562359, + 4.901998987564333, + 4.903845226566308, + 4.905691465568283, + 4.907537704570258, + 4.909383943572232, + 4.911230182574206, + 4.913076421576181, + 4.9149226605781555, + 4.916768899580131, + 4.918615138582105, + 4.920461377584079, + 4.922307616586054, + 4.924153855588028, + 4.9260000945900035, + 4.927846333591978, + 4.929692572593952, + 4.931538811595927, + 4.933385050597901, + 4.9352312895998764, + 4.937077528601851, + 4.938923767603825, + 4.9407700066058, + 4.942616245607774, + 4.944462484609749, + 4.946308723611724, + 4.948154962613698, + 4.950001201615673, + 4.951847440617647, + 4.953693679619622, + 4.9555399186215965, + 4.957386157623572, + 4.959232396625546, + 4.961078635627521, + 4.962924874629495, + 4.964771113631469, + 4.9666173526334445, + 4.968463591635419, + 4.970309830637393, + 4.972156069639368, + 4.974002308641342, + 4.975848547643317, + 4.977694786645292, + 4.979541025647267, + 4.981387264649241, + 4.983233503651215, + 4.98507974265319, + 4.9869259816551645, + 4.98877222065714, + 4.990618459659114, + 4.992464698661088, + 4.994310937663063, + 4.9961571766650374, + 4.998003415667013 + ], + "xaxis": "x", + "y": [ + 0.023007324703830087, + 0.02367884749954501, + 0.02436262727514727, + 0.02505934555283048, + 0.025769738131962518, + 0.02649459243247115, + 0.02723474424700546, + 0.027991073909022397, + 0.02876450188959889, + 0.02955598384141509, + 0.030366505113904898, + 0.031197074769031437, + 0.03204871913240201, + 0.03292247491948383, + 0.03381938198141731, + 0.03474047571937178, + 0.035686779220439425, + 0.03665929517170576, + 0.0376589976123839, + 0.03868682358662898, + 0.039743664761938725, + 0.04083035907983956, + 0.04194768250680646, + 0.043096340954167076, + 0.04427696243596852, + 0.04549008953357419, + 0.0467361722350192, + 0.04801556121592824, + 0.0493285016271726, + 0.050675127452300114, + 0.05205545649526157, + 0.05346938605605316, + 0.05491668934857038, + 0.05639701271135459, + 0.057909873657930926, + 0.05945465980918144, + 0.06103062874561683, + 0.06263690881262506, + 0.06427250090670186, + 0.06593628126535216, + 0.06762700527789815, + 0.06934331232866736, + 0.07108373167815676, + 0.07284668938170819, + 0.07463051623892689, + 0.07643345676072588, + 0.07825367913424902, + 0.08008928615928011, + 0.08193832712289449, + 0.08379881057214818, + 0.08566871793763789, + 0.08754601795360609, + 0.08942868181318929, + 0.09131469899025163, + 0.09320209365216046, + 0.09508894158084363, + 0.0969733875125799, + 0.09885366280029603, + 0.10072810329565583, + 0.10259516734214277, + 0.10445345376457842, + 0.10630171973521409, + 0.10813889839187862, + 0.10996411607949737, + 0.11177670908295274, + 0.11357623971669305, + 0.11536251163474431, + 0.11713558422410665, + 0.1188957859447547, + 0.12064372648092171, + 0.12238030757089831, + 0.12410673238635228, + 0.1258245133372875, + 0.1275354781850539, + 0.12924177435349993, + 0.13094587133733607, + 0.13265056111699558, + 0.1343589565008286, + 0.13607448732816374, + 0.13780089448067628, + 0.13954222166439284, + 0.14130280494059375, + 0.14308726000060779, + 0.14490046719690755, + 0.14674755436098638, + 0.1486338774568545, + 0.1505649991376526, + 0.1525466652915959, + 0.15458477968193823, + 0.1566853768039167, + 0.15885459309922492, + 0.16109863668552948, + 0.16342375577450188, + 0.16583620596664245, + 0.16834221662476945, + 0.1709479565399815, + 0.17365949911434495, + 0.17648278729303823, + 0.1794235984853538, + 0.1824875097185018, + 0.1856798632705209, + 0.18900573302888976, + 0.1924698918192866, + 0.19607677994461592, + 0.1998304751678722, + 0.20373466436341262, + 0.2077926170503173, + 0.21200716100824768, + 0.21638066016111152, + 0.22091499489689337, + 0.22561154497319588, + 0.23047117513793444, + 0.2354942235729282, + 0.2406804932455732, + 0.2460292462301701, + 0.2515392010361851, + 0.25720853295628415, + 0.2630348774220152, + 0.26901533633057206, + 0.2751464872816156, + 0.2814243956396741, + 0.2878446293148067, + 0.2944022761325543, + 0.3010919636440887, + 0.30790788120863816, + 0.31484380416338575, + 0.3218931198811763, + 0.3290488555033245, + 0.33630370712434265, + 0.343650070197038, + 0.3510800709206064, + 0.3585855983709327, + 0.36615833713140966, + 0.3737898001842363, + 0.38147136182602365, + 0.38919429037819625, + 0.39694978047113694, + 0.4047289846919941, + 0.4125230443990152, + 0.4203231195197906, + 0.42812041716740484, + 0.43590621892604386, + 0.4436719066768323, + 0.4514089868545327, + 0.45910911304635244, + 0.4667641068654074, + 0.4743659770524804, + 0.48190693678098473, + 0.4893794191609614, + 0.4967760909579932, + 0.5040898645623961, + 0.5113139082622439, + 0.5184416548907155, + 0.5254668089336456, + 0.5323833521968477, + 0.539185548144676, + 0.5458679450309968, + 0.5524253779516747, + 0.5588529699531964, + 0.5651461323353804, + 0.5713005642875248, + 0.5773122519961084, + 0.5831774673592727, + 0.588892766437905, + 0.5944549877662245, + 0.5998612506357582, + 0.6051089534559551, + 0.6101957722828473, + 0.6151196595936972, + 0.6198788433713659, + 0.6244718265470169, + 0.6288973868340292, + 0.6331545769700949, + 0.637242725368386, + 0.6411614371628639, + 0.6449105956173561, + 0.6484903638533641, + 0.6519011868376913, + 0.6551437935582523, + 0.6582191993050935, + 0.6611287079636212, + 0.6638739142187619, + 0.6664567055622554, + 0.668879263990445, + 0.671144067277229, + 0.6732538897058709, + 0.6752118021445264, + 0.6770211713533676, + 0.6786856584160755, + 0.6802092161953467, + 0.681596085720431, + 0.6828507914249288, + 0.683978135164623, + 0.6849831889579672, + 0.6858712864059258, + 0.6866480127627689, + 0.6873191936451128, + 0.6878908823826759, + 0.6883693460307282, + 0.6887610500807997, + 0.6890726419225752, + 0.6893109331260935, + 0.6894828806287758, + 0.6895955669266289, + 0.6896561793827547, + 0.689671988778961, + 0.6896503272476794, + 0.6895985657313654, + 0.689524091124952, + 0.6894342832637508, + 0.6893364919241782, + 0.6892380140079561, + 0.6891460710818731, + 0.689067787444686, + 0.6890101688905511, + 0.6889800823341683, + 0.6889842364569966, + 0.6890291635262543, + 0.6891212025291965, + 0.6892664837543379, + 0.6894709149390892, + 0.6897401690897654, + 0.6900796740651743, + 0.6904946039993529, + 0.6909898726223915, + 0.6915701285210224, + 0.6922397523628354, + 0.6930028560898408, + 0.693863284068701, + 0.6948246161666088, + 0.6958901727036014, + 0.6970630212141711, + 0.6983459849337245, + 0.6997416529086614, + 0.7012523916129634, + 0.7028803579392517, + 0.7046275134183762, + 0.7064956395090114, + 0.7084863537874148, + 0.7106011268576816, + 0.7128412997945388, + 0.7152081019239902, + 0.7177026687422233, + 0.7203260597698744, + 0.7230792761373116, + 0.7259632776969971, + 0.7289789994611097, + 0.7321273671666577, + 0.7354093117761468, + 0.7388257827294126, + 0.7423777597716288, + 0.746066263193431, + 0.7498923623318025, + 0.7538571821944385, + 0.7579619080858494, + 0.7622077881304142, + 0.7665961336055637, + 0.7711283170174167, + 0.7758057678712728, + 0.7806299661100508, + 0.7856024332152722, + 0.7907247209869254, + 0.7959983980407206, + 0.8014250340833026, + 0.8070061820482308, + 0.812743358197186, + 0.8186380203122441, + 0.8246915441258325, + 0.8309051981546627, + 0.8372801171229628, + 0.8438172741779238, + 0.8505174521166425, + 0.8573812138586698, + 0.864408872411536, + 0.8716004605880028, + 0.8789557007434718, + 0.8864739748092947, + 0.8941542949035538, + 0.9019952748038133, + 0.909995102567786, + 0.9181515145863868, + 0.9264617713504334, + 0.9349226352064695, + 0.943530350369012, + 0.9522806254466754, + 0.9611686187267866, + 0.9701889264489332, + 0.9793355742811823, + 0.9886020121941861, + 0.9979811129083656, + 1.0074651740671428, + 1.0170459242658347, + 1.026714533041167, + 1.036461624899933, + 1.0462772974387002, + 1.0561511435781088, + 1.066072277907167, + 1.0760293671035481, + 1.086010664366722, + 1.0960040477714725, + 1.1059970624198059, + 1.1159769662406411, + 1.1259307792578523, + 1.1358453361198126, + 1.145707341656587, + 1.1555034292049775, + 1.165220221417404, + 1.174844393247135, + 1.1843627367809342, + 1.1937622275704511, + 1.2030300920955033, + 1.212153875976645, + 1.22112151254051, + 1.229921391329964, + 1.2385424261419666, + 1.246974122169358, + 1.255206641818918, + 1.2632308687763998, + 1.2710384698909432, + 1.2786219544553055, + 1.2859747304653026, + 1.2930911574520583, + 1.2999665954931632, + 1.3065974500248978, + 1.3129812120958952, + 1.3191164937244748, + 1.3250030580457266, + 1.3306418439614727, + 1.3360349850357724, + 1.3411858224103779, + 1.346098911548982, + 1.3507800226552586, + 1.3552361346480615, + 1.3594754226170591, + 1.3635072387234224, + 1.3673420865527066, + 1.370991588970445, + 1.3744684495748842, + 1.3777864078853854, + 1.380960188448937, + 1.3840054440907126, + 1.3869386935771817, + 1.3897772540014357, + 1.3925391682402974, + 1.395243127870193, + 1.3979083919642792, + 1.400554702225733, + 1.4032021949417812, + 1.4058713102691773, + 1.4085826993843622, + 1.4113571300503498, + 1.4142153911667852, + 1.4171781968800417, + 1.420266090836114, + 1.4234993511603682, + 1.4268978967451422, + 1.43048119541842, + 1.434268174554589, + 1.43827713467166, + 1.4425256665384398, + 1.4470305722901289, + 1.4518077910219345, + 1.4568723292978711, + 1.4622381969761187, + 1.467918348713563, + 1.4739246314708574, + 1.4802677382956195, + 1.4869571686162104, + 1.494001195231325, + 1.5014068381332528, + 1.5091798452538145, + 1.5173246801735645, + 1.525844516786562, + 1.5347412408650516, + 1.544015458421811, + 1.5536665107225045, + 1.5636924957565992, + 1.5740902959338037, + 1.5848556117333763, + 1.5959830009968576, + 1.6074659235203141, + 1.6192967905709321, + 1.6314670189244809, + 1.6439670889946378, + 1.6567866066035393, + 1.6699143679238524, + 1.6833384271071745, + 1.6970461661016643, + 1.7110243661522917, + 1.7252592804720364, + 1.7397367075689325, + 1.754442064715146, + 1.7693604610470959, + 1.7844767697921202, + 1.7997756991264988, + 1.8152418611810919, + 1.8308598387253507, + 1.8466142490773074, + 1.8624898048060383, + 1.8784713708146976, + 1.8945440174154586, + 1.910693069033383, + 1.9269041482033988, + 1.9431632145539264, + 1.9594565985016157, + 1.9757710294137718, + 1.9920936580296804, + 2.008412072966729, + 2.0247143111744865, + 2.040988862237202, + 2.0572246664645575, + 2.0734111067501213, + 2.089537994217454, + 2.105595547715483, + 2.12157436726632, + 2.1374654016108368, + 2.1532599100400778, + 2.1689494187425042, + 2.184525671939591, + 2.1999805781240602, + 2.215306151756214, + 2.230494450814395, + 2.2455375106347137, + 2.2604272745137175, + 2.2751555215835118, + 2.2897137925042816, + 2.3040933135513493, + 2.3182849197040656, + 2.3322789773720065, + 2.346065307417893, + 2.3596331091587324, + 2.372970886044341, + 2.3860663737265906, + 2.3989064712429866, + 2.411477176043615, + 2.423763523592043, + 2.4357495322665828, + 2.447418154279601, + 2.4587512333185346, + 2.469729469592114, + 2.480332392939955, + 2.4905383446325464, + 2.50032446845073, + 2.5096667115909823, + 2.518539835892803, + 2.5269174398293432, + 2.534771991640462, + 2.5420748739204138, + 2.548796439899081, + 2.554906081577252, + 2.5603723097930353, + 2.5651628462083793, + 2.5692447271122605, + 2.5725844188414215, + 2.5751479445204635, + 2.57690102172215, + 2.5778092105461776, + 2.577838071511345, + 2.5769533325533254, + 2.575121064318523, + 2.572307862845055, + 2.5684810386260866, + 2.5636088109590016, + 2.557660506398049, + 2.5506067600485824, + 2.5424197183694743, + 2.5330732420875552, + 2.5225431077749016, + 2.5108072065977374, + 2.4978457387154243, + 2.4836414017898734, + 2.4681795720616178, + 2.4514484764573274, + 2.4334393542175095, + 2.414146606570937, + 2.3935679330347734, + 2.371704452987264, + 2.348560811240792, + 2.3241452664399316, + 2.298469761217361, + 2.2715499731635345, + 2.2434053457991614, + 2.214059098884811, + 2.183538217555581, + 2.1518734199312166, + 2.119099103021073, + 2.0852532669166823, + 2.0503774174414495, + 2.0145164476061703, + 1.9777184983952159, + 1.9400347995850913, + 1.901519491466916, + 1.8622294285096086, + 1.8222239661571358, + 1.781564732099957, + 1.740315383496493, + 1.6985413517421986, + 1.656309576492727, + 1.6136882307391065, + 1.570746438808753 + ], + "yaxis": "y" + } + ], + "layout": { + "barmode": "overlay", + "font": { + "size": 18 + }, + "hovermode": "closest", + "legend": { + "traceorder": "reversed" + }, + "plot_bgcolor": "#F5F5F8", + "showlegend": true, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "heatmapgl": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmapgl" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "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, + "#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, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 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, + "#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 + } + } + }, + "title": {}, + "xaxis": { + "anchor": "y2", + "domain": [ + 0, + 1 + ], + "zeroline": false + }, + "yaxis": { + "anchor": "free", + "domain": [ + 0, + 1 + ], + "position": 0 + } + } + }, + "text/html": [ + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -519,7 +8241,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 20, "metadata": {}, "outputs": [], "source": [ @@ -539,7 +8261,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 21, "metadata": {}, "outputs": [], "source": [ @@ -548,20 +8270,20 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "{'loc': 4.095558923695414,\n", - " 'scale': 0.9044258869808379,\n", + "{'loc': 4.052009283524141,\n", + " 'scale': 0.947975527152111,\n", " 'a': 2.552323190906777,\n", " 'b': 0.9041091899047261,\n", " 'type': 'copulas.univariate.beta.BetaUnivariate'}" ] }, - "execution_count": 21, + "execution_count": 22, "metadata": {}, "output_type": "execute_result" } @@ -588,7 +8310,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 23, "metadata": {}, "outputs": [], "source": [ @@ -599,7 +8321,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 24, "metadata": {}, "outputs": [ { @@ -696,7 +8418,7 @@ "4 1.0 -0.234153 -0.375925 0.765847 0.37454 3.169625 4.726815" ] }, - "execution_count": 23, + "execution_count": 24, "metadata": {}, "output_type": "execute_result" } @@ -707,7 +8429,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 25, "metadata": { "scrolled": false }, @@ -726,7 +8448,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 26, "metadata": {}, "outputs": [ { @@ -762,53 +8484,53 @@ " \n", " \n", " 0\n", - " 0.126054\n", - " 1.950079\n", - " 0.833157\n", - " 1.154327\n", + " -0.010478\n", + " 8.156875\n", + " 1.074221\n", + " -0.198579\n", " 0.37454\n", - " 3.014643\n", - " 4.990397\n", + " 5.658587\n", + " 4.766195\n", " \n", " \n", " 1\n", - " -0.216558\n", - " 13.461737\n", - " 2.131687\n", - " -0.031510\n", + " 1.146860\n", + " 10.419103\n", + " 2.203911\n", + " 1.669333\n", " 0.37454\n", - " 3.205208\n", - " 4.781987\n", + " 4.801607\n", + " 4.835906\n", " \n", " \n", " 2\n", - " 0.158551\n", - " 1.011978\n", - " 0.274088\n", - " 1.563969\n", + " -0.083056\n", + " 10.644638\n", + " 1.290171\n", + " -0.170380\n", " 0.37454\n", - " 4.097697\n", - " 4.982117\n", + " 3.961073\n", + " 4.932353\n", " \n", " \n", " 3\n", - " 0.151797\n", - " 9.476947\n", - " 0.527291\n", - " 0.698796\n", + " -0.035082\n", + " 12.342717\n", + " 1.400998\n", + " 1.348908\n", " 0.37454\n", - " 3.031567\n", - " 4.809642\n", + " 5.251150\n", + " 4.990398\n", " \n", " \n", " 4\n", - " 1.023261\n", - " 0.982005\n", - " 1.266706\n", - " 0.890644\n", + " 1.069618\n", + " 12.729673\n", + " 0.558135\n", + " 1.228643\n", " 0.37454\n", - " 5.713887\n", - " 4.724303\n", + " 3.240119\n", + " 4.778246\n", " \n", " \n", "\n", @@ -816,14 +8538,14 @@ ], "text/plain": [ " bernoulli bimodal uniform normal degenerate exponential beta\n", - "0 0.126054 1.950079 0.833157 1.154327 0.37454 3.014643 4.990397\n", - "1 -0.216558 13.461737 2.131687 -0.031510 0.37454 3.205208 4.781987\n", - "2 0.158551 1.011978 0.274088 1.563969 0.37454 4.097697 4.982117\n", - "3 0.151797 9.476947 0.527291 0.698796 0.37454 3.031567 4.809642\n", - "4 1.023261 0.982005 1.266706 0.890644 0.37454 5.713887 4.724303" + "0 -0.010478 8.156875 1.074221 -0.198579 0.37454 5.658587 4.766195\n", + "1 1.146860 10.419103 2.203911 1.669333 0.37454 4.801607 4.835906\n", + "2 -0.083056 10.644638 1.290171 -0.170380 0.37454 3.961073 4.932353\n", + "3 -0.035082 12.342717 1.400998 1.348908 0.37454 5.251150 4.990398\n", + "4 1.069618 12.729673 0.558135 1.228643 0.37454 3.240119 4.778246" ] }, - "execution_count": 25, + "execution_count": 26, "metadata": {}, "output_type": "execute_result" } @@ -834,7 +8556,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 27, "metadata": {}, "outputs": [ { @@ -845,11 +8567,11 @@ " 'copulas.univariate.beta.BetaUnivariate',\n", " 'copulas.univariate.gaussian_kde.GaussianKDE',\n", " 'copulas.univariate.beta.BetaUnivariate',\n", - " 'copulas.univariate.gamma.GammaUnivariate',\n", + " 'copulas.univariate.beta.BetaUnivariate',\n", " 'copulas.univariate.beta.BetaUnivariate']" ] }, - "execution_count": 26, + "execution_count": 27, "metadata": {}, "output_type": "execute_result" } @@ -860,24 +8582,20463 @@ }, { "cell_type": "code", - "execution_count": 27, - "metadata": {}, + "execution_count": 30, + "metadata": { + "scrolled": false + }, "outputs": [ { "data": { - "image/png": "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\n", - "text/plain": [ - "
" + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "fill": "tozeroy", + "hovertemplate": "Real
Frequency: %{y}", + "legendgroup": "Real", + "marker": { + "color": "#000036" + }, + "mode": "lines", + "name": "Real", + "showlegend": true, + "type": "scatter", + "x": [ + 0, + 0.002, + 0.004, + 0.006, + 0.008, + 0.01, + 0.012, + 0.014, + 0.016, + 0.018, + 0.02, + 0.022, + 0.024, + 0.026, + 0.028, + 0.03, + 0.032, + 0.034, + 0.036, + 0.038, + 0.04, + 0.042, + 0.044, + 0.046, + 0.048, + 0.05, + 0.052, + 0.054, + 0.056, + 0.058, + 0.06, + 0.062, + 0.064, + 0.066, + 0.068, + 0.07, + 0.072, + 0.074, + 0.076, + 0.078, + 0.08, + 0.082, + 0.084, + 0.086, + 0.088, + 0.09, + 0.092, + 0.094, + 0.096, + 0.098, + 0.1, + 0.102, + 0.104, + 0.106, + 0.108, + 0.11, + 0.112, + 0.114, + 0.116, + 0.118, + 0.12, + 0.122, + 0.124, + 0.126, + 0.128, + 0.13, + 0.132, + 0.134, + 0.136, + 0.138, + 0.14, + 0.142, + 0.144, + 0.146, + 0.148, + 0.15, + 0.152, + 0.154, + 0.156, + 0.158, + 0.16, + 0.162, + 0.164, + 0.166, + 0.168, + 0.17, + 0.172, + 0.174, + 0.176, + 0.178, + 0.18, + 0.182, + 0.184, + 0.186, + 0.188, + 0.19, + 0.192, + 0.194, + 0.196, + 0.198, + 0.2, + 0.202, + 0.204, + 0.206, + 0.208, + 0.21, + 0.212, + 0.214, + 0.216, + 0.218, + 0.22, + 0.222, + 0.224, + 0.226, + 0.228, + 0.23, + 0.232, + 0.234, + 0.236, + 0.238, + 0.24, + 0.242, + 0.244, + 0.246, + 0.248, + 0.25, + 0.252, + 0.254, + 0.256, + 0.258, + 0.26, + 0.262, + 0.264, + 0.266, + 0.268, + 0.27, + 0.272, + 0.274, + 0.276, + 0.278, + 0.28, + 0.282, + 0.284, + 0.286, + 0.288, + 0.29, + 0.292, + 0.294, + 0.296, + 0.298, + 0.3, + 0.302, + 0.304, + 0.306, + 0.308, + 0.31, + 0.312, + 0.314, + 0.316, + 0.318, + 0.32, + 0.322, + 0.324, + 0.326, + 0.328, + 0.33, + 0.332, + 0.334, + 0.336, + 0.338, + 0.34, + 0.342, + 0.344, + 0.346, + 0.348, + 0.35, + 0.352, + 0.354, + 0.356, + 0.358, + 0.36, + 0.362, + 0.364, + 0.366, + 0.368, + 0.37, + 0.372, + 0.374, + 0.376, + 0.378, + 0.38, + 0.382, + 0.384, + 0.386, + 0.388, + 0.39, + 0.392, + 0.394, + 0.396, + 0.398, + 0.4, + 0.402, + 0.404, + 0.406, + 0.408, + 0.41, + 0.412, + 0.414, + 0.416, + 0.418, + 0.42, + 0.422, + 0.424, + 0.426, + 0.428, + 0.43, + 0.432, + 0.434, + 0.436, + 0.438, + 0.44, + 0.442, + 0.444, + 0.446, + 0.448, + 0.45, + 0.452, + 0.454, + 0.456, + 0.458, + 0.46, + 0.462, + 0.464, + 0.466, + 0.468, + 0.47, + 0.472, + 0.474, + 0.476, + 0.478, + 0.48, + 0.482, + 0.484, + 0.486, + 0.488, + 0.49, + 0.492, + 0.494, + 0.496, + 0.498, + 0.5, + 0.502, + 0.504, + 0.506, + 0.508, + 0.51, + 0.512, + 0.514, + 0.516, + 0.518, + 0.52, + 0.522, + 0.524, + 0.526, + 0.528, + 0.53, + 0.532, + 0.534, + 0.536, + 0.538, + 0.54, + 0.542, + 0.544, + 0.546, + 0.548, + 0.55, + 0.552, + 0.554, + 0.556, + 0.558, + 0.56, + 0.562, + 0.564, + 0.566, + 0.568, + 0.57, + 0.572, + 0.574, + 0.576, + 0.578, + 0.58, + 0.582, + 0.584, + 0.586, + 0.588, + 0.59, + 0.592, + 0.594, + 0.596, + 0.598, + 0.6, + 0.602, + 0.604, + 0.606, + 0.608, + 0.61, + 0.612, + 0.614, + 0.616, + 0.618, + 0.62, + 0.622, + 0.624, + 0.626, + 0.628, + 0.63, + 0.632, + 0.634, + 0.636, + 0.638, + 0.64, + 0.642, + 0.644, + 0.646, + 0.648, + 0.65, + 0.652, + 0.654, + 0.656, + 0.658, + 0.66, + 0.662, + 0.664, + 0.666, + 0.668, + 0.67, + 0.672, + 0.674, + 0.676, + 0.678, + 0.68, + 0.682, + 0.684, + 0.686, + 0.688, + 0.69, + 0.692, + 0.694, + 0.696, + 0.698, + 0.7, + 0.702, + 0.704, + 0.706, + 0.708, + 0.71, + 0.712, + 0.714, + 0.716, + 0.718, + 0.72, + 0.722, + 0.724, + 0.726, + 0.728, + 0.73, + 0.732, + 0.734, + 0.736, + 0.738, + 0.74, + 0.742, + 0.744, + 0.746, + 0.748, + 0.75, + 0.752, + 0.754, + 0.756, + 0.758, + 0.76, + 0.762, + 0.764, + 0.766, + 0.768, + 0.77, + 0.772, + 0.774, + 0.776, + 0.778, + 0.78, + 0.782, + 0.784, + 0.786, + 0.788, + 0.79, + 0.792, + 0.794, + 0.796, + 0.798, + 0.8, + 0.802, + 0.804, + 0.806, + 0.808, + 0.81, + 0.812, + 0.814, + 0.816, + 0.818, + 0.82, + 0.822, + 0.824, + 0.826, + 0.828, + 0.83, + 0.832, + 0.834, + 0.836, + 0.838, + 0.84, + 0.842, + 0.844, + 0.846, + 0.848, + 0.85, + 0.852, + 0.854, + 0.856, + 0.858, + 0.86, + 0.862, + 0.864, + 0.866, + 0.868, + 0.87, + 0.872, + 0.874, + 0.876, + 0.878, + 0.88, + 0.882, + 0.884, + 0.886, + 0.888, + 0.89, + 0.892, + 0.894, + 0.896, + 0.898, + 0.9, + 0.902, + 0.904, + 0.906, + 0.908, + 0.91, + 0.912, + 0.914, + 0.916, + 0.918, + 0.92, + 0.922, + 0.924, + 0.926, + 0.928, + 0.93, + 0.932, + 0.934, + 0.936, + 0.938, + 0.94, + 0.942, + 0.944, + 0.946, + 0.948, + 0.95, + 0.952, + 0.954, + 0.956, + 0.958, + 0.96, + 0.962, + 0.964, + 0.966, + 0.968, + 0.97, + 0.972, + 0.974, + 0.976, + 0.978, + 0.98, + 0.982, + 0.984, + 0.986, + 0.988, + 0.99, + 0.992, + 0.994, + 0.996, + 0.998 + ], + "xaxis": "x", + "y": [ + 2.319375281281255, + 2.3190372187329054, + 2.3180233267067645, + 2.3163344916286603, + 2.313972189439723, + 2.310938483447102, + 2.3072360213202567, + 2.3028680312404366, + 2.297838317209851, + 2.2921512535308963, + 2.285811778466409, + 2.2788253870936237, + 2.271198123366763, + 2.2629365714037424, + 2.254047846014951, + 2.244539582493274, + 2.2344199256855024, + 2.2236975183671963, + 2.212381488944184, + 2.2004814385055482, + 2.188007427253018, + 2.1749699603346118, + 2.1613799731093426, + 2.147248815872835, + 2.132588238073472, + 2.117410372048929, + 2.1017277163161117, + 2.0855531184453486, + 2.0688997575522006, + 2.051781126440027, + 2.0342110134275364, + 2.016203483894877, + 1.9977728615830355, + 1.9789337096814068, + 1.9597008117377988, + 1.9400891524263815, + 1.9201138982077168, + 1.8997903779163197, + 1.8791340633095162, + 1.8581605496123257, + 1.836885536091872, + 1.815324806695324, + 1.793494210783916, + 1.7714096439952038, + 1.7490870292662424, + 1.7265422980473755, + 1.7037913717384983, + 1.680850143375935, + 1.6577344595990184, + 1.634460102924489, + 1.611042774354249, + 1.58749807634342, + 1.563841496151714, + 1.5400883896033208, + 1.51625396527573, + 1.4923532691397787, + 1.4684011696702721, + 1.4444123434457135, + 1.4204012612544625, + 1.3963821747235396, + 1.372369103484079, + 1.3483758228875893, + 1.3244158522843752, + 1.3005024438751493, + 1.2766485721448069, + 1.2528669238868606, + 1.2291698888242855, + 1.2055695508331874, + 1.1820776797723367, + 1.1587057239217262, + 1.135464803031502, + 1.1123657019813242, + 1.089418865049038, + 1.066634390786562, + 1.0440220274993337, + 1.0215911693246398, + 0.9993508529033183, + 0.977309754637786, + 0.9554761885286791, + 0.9338581045811518, + 0.9124630877710541, + 0.8912983575605151, + 0.8703707679509012, + 0.8496868080608895, + 0.8292526032169573, + 0.809073916541487, + 0.7891561510247195, + 0.7695043520650193, + 0.7501232104614646, + 0.7310170658429452, + 0.712189910516477, + 0.6936453937179483, + 0.6753868262473658, + 0.6574171854709896, + 0.6397391206719599, + 0.6223549587311162, + 0.6052667101194336, + 0.5884760751832591, + 0.5719844507036433, + 0.5557929367110043, + 0.5399023435360113, + 0.5243131990782753, + 0.5090257562738572, + 0.4940400007431682, + 0.47935565860094737, + 0.4649722044099881, + 0.4508888692607092, + 0.4371046489589787, + 0.42361831230483016, + 0.4104284094450658, + 0.3975332802829253, + 0.3849310629289747, + 0.37261970217693385, + 0.3605969579894242, + 0.3488604139784995, + 0.33740748586672126, + 0.3262354299146246, + 0.31534135130138563, + 0.3047222124456892, + 0.2943748412545353, + 0.28429593928812835, + 0.27448208982973954, + 0.26492976584982536, + 0.25563533785434456, + 0.2465950816078411, + 0.23780518572226117, + 0.22926175910337868, + 0.2209608382468087, + 0.21289839437672078, + 0.2050703404203974, + 0.197472537812791, + 0.19010080312548103, + 0.18295091451520912, + 0.17601861798750698, + 0.16929963347165106, + 0.16278966070358175, + 0.1564843849139901, + 0.1503794823192171, + 0.1444706254132087, + 0.13875348805903745, + 0.13322375037921266, + 0.1278771034442184, + 0.12270925375922473, + 0.117715927549407, + 0.11289287484450702, + 0.10823587336384655, + 0.10374073220317631, + 0.09940329532523813, + 0.09521944485611733, + 0.0911851041898073, + 0.08729624090371285, + 0.08354886948805251, + 0.07993905389236088, + 0.07646290989254398, + 0.0731166072821587, + 0.0698963718917222, + 0.06679848744011924, + 0.06381929722227847, + 0.06095520563741959, + 0.05820267956236668, + 0.05555824957446469, + 0.05301851102876603, + 0.05058012499423905, + 0.048239819053798524, + 0.04599438797302972, + 0.04384069424248309, + 0.04177566849850376, + 0.039796309827503686, + 0.03789968595863673, + 0.03608293334980118, + 0.0343432571718984, + 0.032677931196207904, + 0.031084297589740687, + 0.029559766623358474, + 0.028101816297392536, + 0.026707991889435196, + 0.025375905428914162, + 0.02410323510294369, + 0.022887724597907545, + 0.021727182381107418, + 0.020619480926719013, + 0.019562555890200516, + 0.01855440523518805, + 0.017593088316813492, + 0.01667672492524406, + 0.015803494293158842, + 0.014971634070730072, + 0.014179439271578305, + 0.01342526119303659, + 0.012707506313941118, + 0.0120246351730457, + 0.01137516123102264, + 0.010757649718904284, + 0.010170716475683182, + 0.009613026777671743, + 0.009083294162102351, + 0.008580279247319992, + 0.008102788551810425, + 0.007649673314182757, + 0.007219828316108285, + 0.006812190710109084, + 0.006425738853976727, + 0.006059491153484132, + 0.005712504914963257, + 0.005383875209200087, + 0.005072733748009801, + 0.004778247774750997, + 0.004499618969943463, + 0.004236082373064297, + 0.0039869053215044106, + 0.003751386407586482, + 0.0035288544544588322, + 0.0033186675116036765, + 0.0031202118706208353, + 0.002932901101876191, + 0.002756175112534561, + 0.00258949922643306, + 0.0024323632861838235, + 0.0022842807778417243, + 0.002144787978411591, + 0.0020134431264204624, + 0.001889825615727946, + 0.0017735352127027496, + 0.0016641912968506025, + 0.0015614321249350191, + 0.0014649141185998722, + 0.0013743111754621565, + 0.0012893140036163017, + 0.001209629479458435, + 0.0011349800287141982, + 0.0010651030305286462, + 0.0009997502444547075, + 0.0009386872601578024, + 0.0008816929696361562, + 0.0008285590617413299, + 0.0007790895387709539, + 0.0007331002548933034, + 0.0006904184761549266, + 0.0006508824618150399, + 0.0006143410667432646, + 0.000580653364614725, + 0.0005496882916321135, + 0.0005213243105038118, + 0.0004954490944067025, + 0.0004719592306631047, + 0.0004507599438637296, + 0.00043176483817173103, + 0.0004148956585466196, + 0.0004000820706321102, + 0.00038726145905758314, + 0.000376378743909063, + 0.00036738621513257406, + 0.0003602433846402929, + 0.0003549168558976339, + 0.0003513802107774612, + 0.0003496139134764488, + 0.0003496052312966203, + 0.00035134817210436805, + 0.0003548434382875881, + 0.0003600983970402431, + 0.00036712706681249675, + 0.000375950119772539, + 0.00038659490013431553, + 0.0003990954582133501, + 0.00041349260007983966, + 0.00042983395268508, + 0.0004481740443437712, + 0.0004685744004598139, + 0.0004911036543891119, + 0.0005158376733360252, + 0.0005428596991845014, + 0.0005722605041668057, + 0.0006041385612748745, + 0.0006386002293195897, + 0.000675759952543129, + 0.0007157404746881796, + 0.0007586730674247302, + 0.0008046977730319546, + 0.0008539636612271957, + 0.0009066291000278923, + 0.0009628620405245317, + 0.0010228403154337097, + 0.001086751951289961, + 0.001154795494122788, + 0.0012271803484519039, + 0.0013041271294193062, + 0.0013858680278590228, + 0.0014726471880883677, + 0.0015647210981842973, + 0.0016623589924864653, + 0.001765843266046527, + 0.0018754699007175598, + 0.001991548902551414, + 0.002114404750143334, + 0.002244376853533885, + 0.0023818200232451512, + 0.00252710494899763, + 0.0026806186876151715, + 0.002842765159593553, + 0.0030139656537653803, + 0.0031946593394572395, + 0.0033853037854922113, + 0.0035863754853474893, + 0.0037983703877339198, + 0.004021804431815894, + 0.004257214086245662, + 0.00450515689113288, + 0.004766212002027368, + 0.005040980734933102, + 0.005330087111327954, + 0.00563417840210349, + 0.00595392566929065, + 0.006290024304378275, + 0.0066431945619784645, + 0.007014182087535671, + 0.007403758437722697, + 0.007812721592104494, + 0.008241896454601303, + 0.00869213534322332, + 0.009164318466488958, + 0.009659354384889046, + 0.010178180455704927, + 0.01072176325942367, + 0.011291099005957492, + 0.011887213918804406, + 0.012511164595251653, + 0.013164038340665287, + 0.013846953474869736, + 0.014561059608563081, + 0.015307537887696418, + 0.01608760120367453, + 0.016902494367226035, + 0.017753494243741834, + 0.018641909847853726, + 0.019569082395004593, + 0.02053638530772711, + 0.021545224174348645, + 0.022597036657798993, + 0.023693292352220056, + 0.02483549258504607, + 0.02602517016223774, + 0.02726388905436236, + 0.028553244021212756, + 0.029894860172686225, + 0.0312903924636718, + 0.03274152512071474, + 0.0342499709982709, + 0.03581747086241943, + 0.03744579259992795, + 0.039136730350655846, + 0.04089210356132885, + 0.04271375595878636, + 0.04460355444092399, + 0.046563387883575, + 0.048595165861771414, + 0.05070081728381629, + 0.05288228893683626, + 0.05514154394249081, + 0.057480560121736794, + 0.05990132826766032, + 0.062405850325479545, + 0.06499613747910231, + 0.0676742081436518, + 0.07044208586364908, + 0.07330179711667494, + 0.0762553690225317, + 0.07930482695813319, + 0.08245219207854503, + 0.08569947874480884, + 0.08904869185943443, + 0.09250182411060394, + 0.09606085312644863, + 0.09972773854092114, + 0.1035044189731041, + 0.1073928089219524, + 0.11139479557882642, + 0.11551223556035606, + 0.11974695156446513, + 0.12410072895263817, + 0.12857531226182284, + 0.1331724016495699, + 0.13789364927627826, + 0.14274065562883725, + 0.14771496578996315, + 0.152818065658031, + 0.15805137812240375, + 0.16341625919943645, + 0.16891399413471447, + 0.17454579347734453, + 0.18031278913220586, + 0.18621603039661183, + 0.1922564799877022, + 0.1984350100675376, + 0.20475239827271025, + 0.21120932375574852, + 0.21780636324574332, + 0.2245439871357615, + 0.2314225556048533, + 0.23844231478265437, + 0.24560339296464043, + 0.2529057968863755, + 0.2603494080651146, + 0.26793397921730916, + 0.2756591307605784, + 0.28352434740886817, + 0.29152897486958457, + 0.29967221665143895, + 0.3079531309918672, + 0.31637062791280235, + 0.3249234664136992, + 0.33361025181041065, + 0.34242943322886604, + 0.3513793012618942, + 0.36045798579790034, + 0.3696634540297945, + 0.37899350865220555, + 0.38844578625532167, + 0.39801775592294275, + 0.40770671804264835, + 0.41750980333522797, + 0.42742397211065414, + 0.4374460137574189, + 0.4475725464716922, + 0.4578000172324056, + 0.46812470202832557, + 0.4785427063422819, + 0.48904996589762495, + 0.4996422476717239, + 0.510315151180259, + 0.5210641100364133, + 0.5318843937877893, + 0.5427711100340322, + 0.5537192068271071, + 0.5647234753560204, + 0.5757785529169103, + 0.586878926169161, + 0.5980189346774453, + 0.6091927747388781, + 0.620394503494273, + 0.6316180433214668, + 0.6428571865082269, + 0.654105600201784, + 0.6653568316309832, + 0.676604313597128, + 0.6878413702279276, + 0.6990612229896529, + 0.7102569969504893, + 0.7214217272889047, + 0.7325483660391163, + 0.7436297890657217, + 0.7546588032587479, + 0.7656281539398945, + 0.7765305324702514, + 0.7873585840485235, + 0.7981049156897141, + 0.8087621043718036, + 0.81932270533922, + 0.8297792605500022, + 0.8401243072542273, + 0.8503503866899511, + 0.8604500528830283, + 0.8704158815365304, + 0.880240478995279, + 0.8899164912707153, + 0.8994366131105677, + 0.9087935970984574, + 0.9179802627670971, + 0.9269895057098171, + 0.9358143066740241, + 0.9444477406203646, + 0.9528829857318458, + 0.9611133323559127, + 0.9691321918636617, + 0.9769331054098073, + 0.9845097525768706, + 0.9918559598878263, + 0.9989657091709702, + 1.0058331457612883, + 1.0124525865225715, + 1.0188185276750863, + 1.0249256524136836, + 1.030768838301414, + 1.0363431644246697, + 1.0416439182953605, + 1.0466666024870597, + 1.0514069409917146, + 1.055860885284531, + 1.060024620084861, + 1.0638945688017758, + 1.0674673986532712, + 1.070740025449028, + 1.0737096180269632, + 1.0763736023347172, + 1.0787296651478744, + 1.0807757574172663, + 1.082510097238803, + 1.0839311724394625, + 1.0850377427746491, + 1.0858288417319584, + 1.0863037779380234 + ], + "yaxis": "y" + }, + { + "fill": "tozeroy", + "hovertemplate": "Synthetic
Frequency: %{y}", + "legendgroup": "Synthetic", + "marker": { + "color": "#01E0C9" + }, + "mode": "lines", + "name": "Synthetic", + "showlegend": true, + "type": "scatter", + "x": [ + -0.3872469054843387, + -0.3837851033069702, + -0.3803233011296016, + -0.3768614989522331, + -0.3733996967748645, + -0.369937894597496, + -0.3664760924201274, + -0.3630142902427589, + -0.3595524880653903, + -0.3560906858880218, + -0.35262888371065326, + -0.3491670815332847, + -0.3457052793559161, + -0.3422434771785476, + -0.33878167500117906, + -0.3353198728238105, + -0.33185807064644196, + -0.3283962684690734, + -0.32493446629170486, + -0.3214726641143363, + -0.31801086193696776, + -0.31454905975959924, + -0.31108725758223066, + -0.3076254554048621, + -0.30416365322749356, + -0.30070185105012504, + -0.29724004887275646, + -0.29377824669538793, + -0.29031644451801936, + -0.28685464234065083, + -0.28339284016328226, + -0.27993103798591373, + -0.2764692358085452, + -0.27300743363117663, + -0.26954563145380805, + -0.26608382927643953, + -0.262622027099071, + -0.25916022492170243, + -0.25569842274433385, + -0.2522366205669654, + -0.2487748183895968, + -0.24531301621222826, + -0.2418512140348597, + -0.23838941185749113, + -0.2349276096801226, + -0.23146580750275406, + -0.2280040053253855, + -0.22454220314801696, + -0.2210804009706484, + -0.21761859879327988, + -0.2141567966159113, + -0.21069499443854275, + -0.2072331922611742, + -0.20377139008380568, + -0.20030958790643713, + -0.19684778572906858, + -0.19338598355170003, + -0.18992418137433148, + -0.18646237919696293, + -0.18300057701959438, + -0.17953877484222583, + -0.17607697266485728, + -0.17261517048748876, + -0.1691533683101202, + -0.16569156613275166, + -0.16222976395538308, + -0.15876796177801453, + -0.155306159600646, + -0.15184435742327745, + -0.1483825552459089, + -0.14492075306854035, + -0.14145895089117183, + -0.13799714871380328, + -0.13453534653643473, + -0.13107354435906615, + -0.12761174218169763, + -0.12414994000432905, + -0.12068813782696047, + -0.117226335649592, + -0.11376453347222343, + -0.1103027312948549, + -0.10684092911748633, + -0.1033791269401178, + -0.09991732476274923, + -0.0964555225853807, + -0.09299372040801213, + -0.08953191823064355, + -0.08607011605327508, + -0.0826083138759065, + -0.07914651169853798, + -0.0756847095211694, + -0.07222290734380088, + -0.0687611051664323, + -0.06529930298906372, + -0.0618375008116952, + -0.05837569863432662, + -0.0549138964569581, + -0.05145209427958958, + -0.047990292102221055, + -0.04452848992485248, + -0.0410666877474839, + -0.037604885570115376, + -0.0341430833927468, + -0.030681281215378275, + -0.027219479038009697, + -0.023757676860641175, + -0.020295874683272652, + -0.01683407250590413, + -0.013372270328535552, + -0.009910468151166973, + -0.006448665973798451, + -0.0029868637964298728, + 0.0004749383809386498, + 0.003936740558307228, + 0.0073985427356757505, + 0.010860344913044273, + 0.014322147090412851, + 0.017783949267781374, + 0.021245751445149952, + 0.024707553622518474, + 0.028169355799887053, + 0.031631157977255575, + 0.03509296015462415, + 0.03855476233199273, + 0.0420165645093612, + 0.045478366686729776, + 0.0489401688640983, + 0.05240197104146688, + 0.0558637732188354, + 0.05932557539620398, + 0.06278737757357256, + 0.06624917975094108, + 0.06971098192830966, + 0.07317278410567812, + 0.0766345862830467, + 0.08009638846041522, + 0.0835581906377838, + 0.08701999281515232, + 0.0904817949925209, + 0.09394359716988948, + 0.097405399347258, + 0.10086720152462658, + 0.10432900370199505, + 0.10779080587936363, + 0.11125260805673215, + 0.11471441023410067, + 0.11817621241146925, + 0.12163801458883783, + 0.1250998167662064, + 0.12856161894357498, + 0.13202342112094345, + 0.13548522329831203, + 0.1389470254756806, + 0.14240882765304919, + 0.14587062983041776, + 0.14933243200778623, + 0.1527942341851547, + 0.15625603636252328, + 0.15971783853989185, + 0.16317964071726032, + 0.1666414428946289, + 0.17010324507199748, + 0.17356504724936606, + 0.17702684942673463, + 0.1804886516041031, + 0.18395045378147168, + 0.18741225595884026, + 0.19087405813620884, + 0.1943358603135773, + 0.19779766249094588, + 0.20125946466831446, + 0.20472126684568304, + 0.20818306902305161, + 0.21164487120042008, + 0.21510667337778855, + 0.21856847555515713, + 0.2220302777325257, + 0.22549207990989428, + 0.22895388208726275, + 0.23241568426463133, + 0.2358774864419999, + 0.23933928861936848, + 0.24280109079673695, + 0.24626289297410553, + 0.2497246951514741, + 0.2531864973288427, + 0.25664829950621126, + 0.26011010168357973, + 0.2635719038609483, + 0.2670337060383169, + 0.27049550821568547, + 0.27395731039305404, + 0.2774191125704225, + 0.280880914747791, + 0.28434271692515956, + 0.28780451910252813, + 0.2912663212798966, + 0.2947281234572652, + 0.29818992563463376, + 0.30165172781200233, + 0.3051135299893709, + 0.3085753321667394, + 0.31203713434410796, + 0.31549893652147654, + 0.3189607386988451, + 0.3224225408762136, + 0.32588434305358216, + 0.32934614523095074, + 0.3328079474083193, + 0.3362697495856879, + 0.33973155176305636, + 0.34319335394042483, + 0.3466551561177934, + 0.350116958295162, + 0.35357876047253045, + 0.35704056264989903, + 0.3605023648272676, + 0.3639641670046362, + 0.36742596918200476, + 0.37088777135937323, + 0.3743495735367418, + 0.3778113757141104, + 0.38127317789147896, + 0.38473498006884754, + 0.388196782246216, + 0.3916585844235846, + 0.39512038660095317, + 0.39858218877832174, + 0.4020439909556902, + 0.4055057931330587, + 0.40896759531042726, + 0.41242939748779583, + 0.4158911996651644, + 0.4193530018425329, + 0.42281480401990146, + 0.42627660619727004, + 0.4297384083746386, + 0.4332002105520071, + 0.43666201272937566, + 0.44012381490674424, + 0.4435856170841128, + 0.4470474192614814, + 0.45050922143884986, + 0.45397102361621844, + 0.457432825793587, + 0.4608946279709556, + 0.4643564301483242, + 0.46781823232569253, + 0.4712800345030611, + 0.4747418366804297, + 0.47820363885779826, + 0.48166544103516673, + 0.4851272432125353, + 0.4885890453899039, + 0.49205084756727246, + 0.49551264974464104, + 0.4989744519220095, + 0.5024362540993781, + 0.5058980562767467, + 0.5093598584541152, + 0.5128216606314838, + 0.5162834628088523, + 0.5197452649862209, + 0.5232070671635894, + 0.526668869340958, + 0.5301306715183265, + 0.533592473695695, + 0.5370542758730635, + 0.5405160780504321, + 0.5439778802278007, + 0.5474396824051692, + 0.5509014845825377, + 0.5543632867599063, + 0.5578250889372749, + 0.5612868911146434, + 0.5647486932920119, + 0.5682104954693805, + 0.5716722976467491, + 0.5751340998241177, + 0.5785959020014861, + 0.5820577041788547, + 0.5855195063562233, + 0.5889813085335919, + 0.5924431107109605, + 0.5959049128883288, + 0.5993667150656974, + 0.602828517243066, + 0.6062903194204345, + 0.609752121597803, + 0.6132139237751716, + 0.61667572595254, + 0.6201375281299087, + 0.6235993303072772, + 0.6270611324846459, + 0.6305229346620144, + 0.6339847368393828, + 0.6374465390167515, + 0.64090834119412, + 0.6443701433714887, + 0.6478319455488571, + 0.6512937477262256, + 0.6547555499035943, + 0.6582173520809628, + 0.6616791542583315, + 0.6651409564356999, + 0.6686027586130684, + 0.6720645607904371, + 0.6755263629678055, + 0.6789881651451742, + 0.6824499673225427, + 0.6859117694999112, + 0.6893735716772796, + 0.6928353738546481, + 0.6962971760320166, + 0.6997589782093853, + 0.7032207803867537, + 0.7066825825641224, + 0.7101443847414909, + 0.7136061869188594, + 0.717067989096228, + 0.7205297912735965, + 0.7239915934509652, + 0.7274533956283337, + 0.7309151978057021, + 0.7343769999830708, + 0.7378388021604393, + 0.741300604337808, + 0.7447624065151764, + 0.7482242086925449, + 0.7516860108699136, + 0.7551478130472821, + 0.7586096152246508, + 0.7620714174020192, + 0.7655332195793877, + 0.7689950217567564, + 0.7724568239341248, + 0.7759186261114933, + 0.779380428288862, + 0.7828422304662305, + 0.7863040326435992, + 0.7897658348209676, + 0.7932276369983361, + 0.7966894391757048, + 0.8001512413530733, + 0.8036130435304419, + 0.8070748457078104, + 0.8105366478851789, + 0.8139984500625476, + 0.8174602522399158, + 0.8209220544172845, + 0.824383856594653, + 0.8278456587720214, + 0.8313074609493901, + 0.8347692631267586, + 0.8382310653041273, + 0.8416928674814957, + 0.8451546696588642, + 0.8486164718362329, + 0.8520782740136014, + 0.8555400761909698, + 0.8590018783683385, + 0.862463680545707, + 0.8659254827230757, + 0.8693872849004441, + 0.8728490870778126, + 0.8763108892551813, + 0.8797726914325498, + 0.8832344936099185, + 0.8866962957872869, + 0.8901580979646554, + 0.8936199001420241, + 0.8970817023193925, + 0.9005435044967612, + 0.9040053066741297, + 0.9074671088514982, + 0.9109289110288669, + 0.9143907132062353, + 0.917852515383604, + 0.9213143175609725, + 0.924776119738341, + 0.9282379219157096, + 0.9316997240930781, + 0.9351615262704468, + 0.9386233284478153, + 0.9420851306251837, + 0.9455469328025522, + 0.9490087349799207, + 0.9524705371572891, + 0.9559323393346578, + 0.9593941415120263, + 0.962855943689395, + 0.9663177458667634, + 0.9697795480441319, + 0.9732413502215006, + 0.9767031523988691, + 0.9801649545762378, + 0.9836267567536062, + 0.9870885589309747, + 0.9905503611083434, + 0.9940121632857118, + 0.9974739654630805, + 1.0009357676404491, + 1.0043975698178174, + 1.007859371995186, + 1.0113211741725547, + 1.014782976349923, + 1.0182447785272917, + 1.0217065807046604, + 1.025168382882029, + 1.0286301850593973, + 1.032091987236766, + 1.0355537894141347, + 1.039015591591503, + 1.0424773937688716, + 1.0459391959462403, + 1.0494009981236085, + 1.0528628003009772, + 1.056324602478346, + 1.0597864046557146, + 1.0632482068330829, + 1.0667100090104515, + 1.0701718111878198, + 1.0736336133651885, + 1.0770954155425572, + 1.0805572177199254, + 1.084019019897294, + 1.0874808220746628, + 1.090942624252031, + 1.0944044264293997, + 1.0978662286067684, + 1.1013280307841367, + 1.1047898329615053, + 1.108251635138874, + 1.1117134373162423, + 1.115175239493611, + 1.1186370416709797, + 1.1220988438483483, + 1.1255606460257166, + 1.1290224482030853, + 1.132484250380454, + 1.1359460525578222, + 1.139407854735191, + 1.1428696569125596, + 1.1463314590899278, + 1.1497932612672965, + 1.1532550634446652, + 1.156716865622034, + 1.1601786677994022, + 1.1636404699767708, + 1.1671022721541395, + 1.1705640743315078, + 1.1740258765088765, + 1.1774876786862452, + 1.1809494808636134, + 1.184411283040982, + 1.1878730852183508, + 1.191334887395719, + 1.1947966895730877, + 1.198258491750456, + 1.2017202939278246, + 1.2051820961051933, + 1.2086438982825616, + 1.2121057004599303, + 1.215567502637299, + 1.2190293048146676, + 1.222491106992036, + 1.2259529091694046, + 1.2294147113467733, + 1.2328765135241415, + 1.2363383157015102, + 1.239800117878879, + 1.2432619200562471, + 1.2467237222336158, + 1.2501855244109845, + 1.2536473265883528, + 1.2571091287657215, + 1.2605709309430901, + 1.2640327331204588, + 1.267494535297827, + 1.2709563374751958, + 1.2744181396525645, + 1.2778799418299327, + 1.2813417440073014, + 1.28480354618467, + 1.2882653483620383, + 1.291727150539407, + 1.2951889527167757, + 1.2986507548941444, + 1.3021125570715126, + 1.3055743592488813, + 1.30903616142625, + 1.3124979636036183, + 1.315959765780987, + 1.3194215679583556, + 1.3228833701357239, + 1.3263451723130926, + 1.3298069744904608, + 1.3332687766678295, + 1.3367305788451982, + 1.3401923810225664 + ], + "xaxis": "x", + "y": [ + 0.12862226801225543, + 0.13426296166471927, + 0.1401049018704371, + 0.146152771965445, + 0.15241121948417233, + 0.15888484581308165, + 0.1655781954320677, + 0.17249574475620674, + 0.17964189059241753, + 0.18702093822755245, + 0.19463708916643876, + 0.2024944285403417, + 0.21059691220829746, + 0.2189483535756885, + 0.22755241015635347, + 0.2364125699063759, + 0.24553213735952314, + 0.25491421959606975, + 0.2645617120784249, + 0.2744772843886233, + 0.2846633659042583, + 0.29512213145091737, + 0.30585548697051257, + 0.31686505524616865, + 0.32815216172547484, + 0.3397178204849333, + 0.3515627203793585, + 0.36368721142073235, + 0.37609129143173564, + 0.38877459301960915, + 0.40173637091644043, + 0.41497548973217935, + 0.42849041216674916, + 0.44227918772759656, + 0.45633944199875714, + 0.4706683665071796, + 0.485262709231494, + 0.5001187657977306, + 0.5152323714056466, + 0.5305988935283037, + 0.546213225426402, + 0.5620697805174925, + 0.5781624876387684, + 0.594484787240463, + 0.6110296285450766, + 0.6277894677057146, + 0.6447562669947444, + 0.6619214950516648, + 0.6792761282167495, + 0.6968106529744427, + 0.7145150695278575, + 0.7323788965228559, + 0.7503911769373438, + 0.7685404851482718, + 0.7868149351857451, + 0.8052021901803103, + 0.8236894730061635, + 0.8422635781195263, + 0.8609108845879294, + 0.8796173703024831, + 0.8983686273616032, + 0.9171498786108591, + 0.9359459953199254, + 0.9547415159737949, + 0.9735206661515955, + 0.9922673794625945, + 1.010965319505191, + 1.0295979028109, + 1.0481483227317012, + 1.066599574225416, + 1.0849344794902724, + 1.1031357143962954, + 1.1211858356578475, + 1.1390673086883925, + 1.1567625360754572, + 1.1742538866108703, + 1.1915237248085897, + 1.2085544408398687, + 1.2253284808131975, + 1.2418283773242587, + 1.258036780199364, + 1.273936487354056, + 1.289510475687344, + 1.3047419319308244, + 1.319614283371161, + 1.3341112283639118, + 1.3482167665564606, + 1.3619152287378327, + 1.3751913062337202, + 1.3880300797656069, + 1.4004170476940596, + 1.41233815356749, + 1.4237798128994559, + 1.4347289390994813, + 1.4451729684846768, + 1.4550998843020977, + 1.4644982396944837, + 1.4733571795453422, + 1.481666461142632, + 1.4894164736040343, + 1.4965982560105975, + 1.5032035141997742, + 1.5092246361730257, + 1.514654706077801, + 1.5194875167281663, + 1.52371758063326, + 1.5273401395075656, + 1.530351172241912, + 1.5327474013192277, + 1.5345262976640115, + 1.5356860839196866, + 1.5362257361528806, + 1.536144983988902, + 1.5354443091874312, + 1.534124942672447, + 1.5321888600351332, + 1.5296387755330898, + 1.5264781346137561, + 1.5227111049941142, + 1.5183425663330141, + 1.513378098536262, + 1.5078239687383177, + 1.5016871170079527, + 1.494975140828382, + 1.4876962784053336, + 1.4798593908591673, + 1.471473943359673, + 1.4625499852641524, + 1.453098129321349, + 1.4431295300052864, + 1.4326558610444176, + 1.4216892922124151, + 1.4102424654477257, + 1.3983284703693852, + 1.3859608192569262, + 1.3731534215619285, + 1.3599205580187097, + 1.346276854420853, + 1.3322372551297508, + 1.3178169963801882, + 1.303031579446894, + 1.287896743734677, + 1.2724284398531673, + 1.256642802735615, + 1.2405561248593024, + 1.224184829623309, + 1.2075454449372633, + 1.1906545770726855, + 1.173528884826246, + 1.1561850540421437, + 1.1386397725384059, + 1.120909705479681, + 1.1030114712367285, + 1.0849616177704156, + 1.066776599575809, + 1.0484727552195163, + 1.0300662855011693, + 1.0115732322676876, + 0.993009457906708, + 0.974390625543382, + 0.9557321799625944, + 0.9370493292766308, + 0.9183570273562176, + 0.8996699570409271, + 0.881002514143074, + 0.8623687922573253, + 0.843782568386508, + 0.8252572893923786, + 0.8068060592784287, + 0.7884416273102463, + 0.7701763769774055, + 0.7520223157993002, + 0.7339910659760187, + 0.716093855883846, + 0.6983415124137083, + 0.6807444541495512, + 0.6633126853823499, + 0.6460557909542475, + 0.628982931926099, + 0.6121028420605238, + 0.5954238251114318, + 0.5789537529098303, + 0.5627000642346794, + 0.5466697644564129, + 0.5308694259397131, + 0.515305189191107, + 0.4999827647358665, + 0.4849074357077369, + 0.4700840611340461, + 0.455517079897713, + 0.44121051535681954, + 0.42716798060142686, + 0.41339268432647513, + 0.39988743729871445, + 0.38665465939481874, + 0.373696387187023, + 0.36101428205189745, + 0.3486096387771429, + 0.33648339464067234, + 0.3246361389355869, + 0.31306812291414726, + 0.3017792701233325, + 0.2907691871041255, + 0.28003717442632525, + 0.26958223803037323, + 0.2594031008474327, + 0.249498214668834, + 0.2398657722358822, + 0.23050371952102092, + 0.2214097681714268, + 0.21258140808623163, + 0.2040159200987889, + 0.19571038873572202, + 0.1876617150248261, + 0.17986662932436318, + 0.17232170414679562, + 0.16502336695060116, + 0.15796791287444378, + 0.1511515173887049, + 0.14457024884014075, + 0.13822008086627469, + 0.13209690465699386, + 0.12619654104174788, + 0.12051475238171717, + 0.11504725424730533, + 0.10978972686234223, + 0.10473782629743224, + 0.0998871953959457, + 0.0952334744172389, + 0.09077231138276098, + 0.08649937211180021, + 0.08241034993470057, + 0.07850097507244282, + 0.0747670236725463, + 0.07120432649227643, + 0.06780877722115533, + 0.06457634043574823, + 0.061503059180651236, + 0.05858506217051613, + 0.055818570608817626, + 0.05319990461990734, + 0.05072548929168301, + 0.048391860326946666, + 0.046195669302229375, + 0.044133688533511045, + 0.04220281554887201, + 0.04040007716868046, + 0.03872263319443834, + 0.037167779707883035, + 0.03573295198238609, + 0.03441572700908095, + 0.03321382564052157, + 0.03212511435500198, + 0.03114760664496694, + 0.03027946403322054, + 0.029518996720893167, + 0.028864663871359584, + 0.02831507353452297, + 0.027868982216087045, + 0.02752529409664267, + 0.02728305990559377, + 0.027141475455148577, + 0.02709987983980778, + 0.02715775330699485, + 0.027314714804697195, + 0.02757051921222858, + 0.02792505426047671, + 0.02837833714827694, + 0.02893051086184812, + 0.029581840204547197, + 0.03033270754453883, + 0.031183608288346678, + 0.03213514608863977, + 0.03318802779502551, + 0.03434305815705626, + 0.03560113428911613, + 0.036963239907334744, + 0.038430439349168656, + 0.040003871386804765, + 0.04168474284606013, + 0.04347432204298319, + 0.04537393205089632, + 0.04738494381115211, + 0.049508769101401104, + 0.0517468533756937, + 0.054100668491231116, + 0.056571705337073286, + 0.059161466380558796, + 0.061871458147623466, + 0.06470318365358946, + 0.06765813480134335, + 0.07073778476412472, + 0.07394358037038794, + 0.07727693450840371, + 0.08073921856837842, + 0.08433175493995795, + 0.08805580958295833, + 0.0919125846891095, + 0.09590321145244017, + 0.1000287429657109, + 0.10429014726001107, + 0.10868830050424051, + 0.11322398038076366, + 0.11789785965297513, + 0.12271049993992082, + 0.1276623457124342, + 0.13275371852450316, + 0.1379848114927626, + 0.14335568403613963, + 0.14886625688673774, + 0.154516307382071, + 0.16030546504771537, + 0.16623320747840367, + 0.17229885652446225, + 0.17850157478939918, + 0.18484036244328883, + 0.1913140543554868, + 0.19792131754904307, + 0.20466064897807348, + 0.21153037362823343, + 0.21852864293935298, + 0.22565343354826542, + 0.2329025463488388, + 0.2402736058653078, + 0.2477640599340885, + 0.25537117968845346, + 0.2630920598397227, + 0.27092361924792, + 0.27886260177432065, + 0.286905577407775, + 0.29504894365635104, + 0.30328892719549266, + 0.3116215857637157, + 0.32004281029675363, + 0.32854832729105654, + 0.33713370138761195, + 0.34579433816729305, + 0.3545254871491337, + 0.36332224498333837, + 0.37217955883127574, + 0.381092229925145, + 0.3900549173006659, + 0.39906214169670773, + 0.40810828961648876, + 0.41718761754568373, + 0.42629425632353646, + 0.43542221566384764, + 0.44456538882347446, + 0.45371755741677633, + 0.4628723963752093, + 0.47202347905197944, + 0.48116428247244797, + 0.49028819273155205, + 0.49938851054019584, + 0.5084584569230874, + 0.5174911790709232, + 0.526479756350288, + 0.5354172064748769, + 0.544296491841872, + 0.5531105260373996, + 0.5618521805149851, + 0.5705142914507978, + 0.5790896667792345, + 0.5875710934120653, + 0.5959513446438492, + 0.604223187745773, + 0.612379391749366, + 0.6204127354207177, + 0.6283160154248937, + 0.6360820546792751, + 0.6437037108933608, + 0.6511738852914412, + 0.6584855315131954, + 0.6656316646859877, + 0.6726053706611581, + 0.6793998154051768, + 0.6860082545350472, + 0.6924240429857706, + 0.6986406447961616, + 0.7046516429978154, + 0.7104507495903943, + 0.716031815584995, + 0.7213888410958211, + 0.7265159854589768, + 0.7314075773558533, + 0.7360581249172695, + 0.7404623257833114, + 0.7446150770927028, + 0.7485114853745618, + 0.7521468763144208, + 0.7555168043656777, + 0.7586170621769383, + 0.7614436898052288, + 0.7639929836846492, + 0.7662615053197966, + 0.7682460896732375, + 0.7699438532163094, + 0.7713522016127894, + 0.7724688370053256, + 0.7732917648750174, + 0.7738193004452283, + 0.7740500746015309, + 0.7739830393006044, + 0.7736174724420948, + 0.7729529821785932, + 0.7719895106403271, + 0.7707273370526538, + 0.7691670802260443, + 0.7673097004000016, + 0.7651565004241784, + 0.7627091262619319, + 0.7599695668035226, + 0.7569401529783364, + 0.75362355615762, + 0.7500227858415337, + 0.7461411866265284, + 0.7419824344514698, + 0.7375505321232623, + 0.7328498041250968, + 0.7278848907129051, + 0.7226607413079601, + 0.7171826071960055, + 0.7114560335456401, + 0.705486850761119, + 0.6992811651869622, + 0.6928453491841337, + 0.6861860305997677, + 0.6793100816545223, + 0.6722246072738519, + 0.664936932891414, + 0.6574545917548078, + 0.6497853117656635, + 0.6419370018878416, + 0.6339177381591131, + 0.6257357493431879, + 0.6173994022603627, + 0.608917186836267, + 0.6002977009093118, + 0.5915496348384028, + 0.582681755953284, + 0.5737028928905352, + 0.5646219198587492, + 0.5554477408767374, + 0.5461892740287821, + 0.5368554357809653, + 0.527455125402427, + 0.5179972095350498, + 0.5084905069545803, + 0.4989437735655083, + 0.4893656876711565, + 0.4797648355594504, + 0.4701496974436101, + 0.46052863379573045, + 0.4509098721096483, + 0.44130149412790537, + 0.43171142356583214, + 0.42214741436379893, + 0.4126170394967131, + 0.40312768036763486, + 0.3936865168101052, + 0.38430051772145163, + 0.37497643234685607, + 0.3657207822314429, + 0.35653985385510184, + 0.34743969196205665, + 0.338426093594592, + 0.3295046028376076, + 0.3206805062780224, + 0.3119588291803025, + 0.3033443323767583, + 0.29484150986862645, + 0.28645458713130445, + 0.27818752011464176, + 0.2700439949267132, + 0.26202742818710373, + 0.2541409680334963, + 0.2463874957631869, + 0.23876962808908095, + 0.23128971998784362, + 0.22394986811605821, + 0.2167519147686746, + 0.20969745235247358, + 0.20278782834600315, + 0.19602415071627582, + 0.1894072937614903, + 0.18293790434824506, + 0.1766164085110404, + 0.17044301838137313, + 0.16441773941341611, + 0.15854037787311034, + 0.1528105485575223, + 0.1472276827114646, + 0.14179103610872207, + 0.13649969726568062, + 0.13135259575577282, + 0.12634851059389263, + 0.12148607866081745, + 0.11676380313862487, + 0.1121800619292334, + 0.10773311602933545 + ], + "yaxis": "y" + } + ], + "layout": { + "barmode": "overlay", + "font": { + "size": 18 + }, + "hovermode": "closest", + "legend": { + "traceorder": "reversed" + }, + "plot_bgcolor": "#F5F5F8", + "showlegend": true, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "heatmapgl": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmapgl" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "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, + "#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, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 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, + "#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 + } + } + }, + "title": {}, + "xaxis": { + "anchor": "y2", + "domain": [ + 0, + 1 + ], + "zeroline": false + }, + "yaxis": { + "anchor": "free", + "domain": [ + 0, + 1 + ], + "position": 0 + } + } + }, + "text/html": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "fill": "tozeroy", + "hovertemplate": "Real
Frequency: %{y}", + "legendgroup": "Real", + "marker": { + "color": "#000036" + }, + "mode": "lines", + "name": "Real", + "showlegend": true, + "type": "scatter", + "x": [ + -3.2412673400690726, + -3.208398590253245, + -3.175529840437417, + -3.142661090621589, + -3.109792340805761, + -3.0769235909899333, + -3.0440548411741055, + -3.0111860913582773, + -2.9783173415424495, + -2.9454485917266218, + -2.912579841910794, + -2.879711092094966, + -2.846842342279138, + -2.8139735924633102, + -2.7811048426474825, + -2.7482360928316547, + -2.715367343015827, + -2.6824985931999987, + -2.649629843384171, + -2.616761093568343, + -2.583892343752515, + -2.551023593936687, + -2.5181548441208594, + -2.4852860943050317, + -2.452417344489204, + -2.419548594673376, + -2.386679844857548, + -2.35381109504172, + -2.3209423452258924, + -2.288073595410064, + -2.2552048455942364, + -2.2223360957784086, + -2.189467345962581, + -2.156598596146753, + -2.1237298463309253, + -2.090861096515097, + -2.0579923466992693, + -2.025123596883441, + -1.9922548470676136, + -1.9593860972517858, + -1.9265173474359578, + -1.89364859762013, + -1.860779847804302, + -1.8279110979884743, + -1.7950423481726463, + -1.7621735983568185, + -1.7293048485409905, + -1.6964360987251628, + -1.6635673489093348, + -1.630698599093507, + -1.5978298492776792, + -1.5649610994618512, + -1.5320923496460235, + -1.4992235998301955, + -1.4663548500143677, + -1.4334861001985397, + -1.400617350382712, + -1.367748600566884, + -1.3348798507510562, + -1.3020111009352284, + -1.2691423511194004, + -1.2362736013035724, + -1.2034048514877447, + -1.170536101671917, + -1.1376673518560891, + -1.104798602040261, + -1.0719298522244332, + -1.0390611024086054, + -1.0061923525927776, + -0.9733236027769498, + -0.9404548529611216, + -0.9075861031452939, + -0.8747173533294661, + -0.8418486035136383, + -0.8089798536978101, + -0.7761111038819823, + -0.7432423540661546, + -0.7103736042503268, + -0.677504854434499, + -0.6446361046186708, + -0.611767354802843, + -0.5788986049870153, + -0.5460298551711875, + -0.5131611053553593, + -0.48029235553953153, + -0.44742360572370377, + -0.414554855907876, + -0.3816861060920482, + -0.34881735627622, + -0.31594860646039225, + -0.2830798566445645, + -0.2502111068287367, + -0.2173423570129085, + -0.18447360719708072, + -0.15160485738125296, + -0.11873610756542519, + -0.08586735774959697, + -0.052998607933769204, + -0.020129858117941435, + 0.012738891697886334, + 0.0456076415137141, + 0.07847639132954232, + 0.11134514114537009, + 0.14421389096119785, + 0.17708264077702562, + 0.20995139059285384, + 0.2428201404086816, + 0.2756888902245094, + 0.30855764004033714, + 0.3414263898561649, + 0.3742951396719931, + 0.4071638894878209, + 0.44003263930364866, + 0.47290138911947643, + 0.5057701389353046, + 0.5386388887511324, + 0.5715076385669602, + 0.604376388382788, + 0.6372451381986157, + 0.6701138880144439, + 0.7029826378302717, + 0.7358513876460995, + 0.7687201374619277, + 0.8015888872777555, + 0.8344576370935832, + 0.867326386909411, + 0.9001951367252388, + 0.9330638865410665, + 0.9659326363568943, + 0.9988013861727221, + 1.0316701359885507, + 1.0645388858043785, + 1.0974076356202063, + 1.130276385436034, + 1.1631451352518618, + 1.1960138850676896, + 1.2288826348835173, + 1.2617513846993451, + 1.2946201345151729, + 1.3274888843310015, + 1.3603576341468293, + 1.393226383962657, + 1.4260951337784848, + 1.4589638835943126, + 1.4918326334101404, + 1.5247013832259682, + 1.557570133041796, + 1.5904388828576237, + 1.6233076326734523, + 1.6561763824892801, + 1.6890451323051079, + 1.7219138821209357, + 1.7547826319367634, + 1.7876513817525912, + 1.820520131568419, + 1.8533888813842467, + 1.8862576312000745, + 1.9191263810159032, + 1.951995130831731, + 1.9848638806475587, + 2.0177326304633865, + 2.0506013802792142, + 2.083470130095042, + 2.1163388799108698, + 2.1492076297266975, + 2.1820763795425253, + 2.214945129358354, + 2.2478138791741817, + 2.2806826289900095, + 2.3135513788058373, + 2.346420128621665, + 2.379288878437493, + 2.4121576282533206, + 2.4450263780691484, + 2.477895127884976, + 2.510763877700805, + 2.5436326275166325, + 2.5765013773324603, + 2.609370127148288, + 2.642238876964116, + 2.6751076267799436, + 2.7079763765957714, + 2.740845126411599, + 2.773713876227427, + 2.8065826260432556, + 2.8394513758590834, + 2.872320125674911, + 2.905188875490739, + 2.9380576253065667, + 2.9709263751223944, + 3.003795124938222, + 3.03666387475405, + 3.0695326245698786, + 3.1024013743857064, + 3.135270124201534, + 3.168138874017362, + 3.2010076238331897, + 3.2338763736490175, + 3.2667451234648452, + 3.299613873280673, + 3.332482623096501, + 3.3653513729123294, + 3.398220122728157, + 3.431088872543985, + 3.4639576223598127, + 3.4968263721756405, + 3.5296951219914683, + 3.562563871807296, + 3.595432621623124, + 3.6283013714389516, + 3.6611701212547803, + 3.694038871070608, + 3.726907620886436, + 3.7597763707022636, + 3.7926451205180913, + 3.825513870333919, + 3.858382620149747, + 3.8912513699655746, + 3.9241201197814024, + 3.956988869597231, + 3.989857619413059, + 4.022726369228886, + 4.055595119044714, + 4.088463868860542, + 4.1213326186763695, + 4.154201368492197, + 4.187070118308025, + 4.219938868123853, + 4.252807617939682, + 4.28567636775551, + 4.318545117571338, + 4.351413867387166, + 4.384282617202993, + 4.417151367018821, + 4.450020116834649, + 4.482888866650477, + 4.5157576164663045, + 4.548626366282132, + 4.58149511609796, + 4.614363865913788, + 4.6472326157296155, + 4.680101365545443, + 4.712970115361271, + 4.745838865177099, + 4.778707614992928, + 4.811576364808756, + 4.844445114624584, + 4.877313864440412, + 4.9101826142562395, + 4.943051364072067, + 4.975920113887895, + 5.008788863703723, + 5.0416576135195506, + 5.07452636333538, + 5.107395113151206, + 5.140263862967034, + 5.173132612782862, + 5.206001362598691, + 5.238870112414517, + 5.271738862230345, + 5.3046076120461745, + 5.337476361862002, + 5.37034511167783, + 5.403213861493656, + 5.436082611309486, + 5.468951361125313, + 5.501820110941141, + 5.534688860756967, + 5.567557610572797, + 5.600426360388626, + 5.633295110204452, + 5.66616386002028, + 5.699032609836108, + 5.731901359651937, + 5.764770109467763, + 5.797638859283591, + 5.830507609099419, + 5.863376358915248, + 5.896245108731076, + 5.929113858546902, + 5.961982608362732, + 5.994851358178559, + 6.027720107994387, + 6.060588857810213, + 6.093457607626043, + 6.1263263574418705, + 6.159195107257698, + 6.192063857073526, + 6.224932606889354, + 6.257801356705183, + 6.290670106521009, + 6.323538856336837, + 6.356407606152665, + 6.389276355968494, + 6.42214510578432, + 6.455013855600148, + 6.487882605415978, + 6.5207513552318055, + 6.553620105047633, + 6.586488854863459, + 6.619357604679289, + 6.652226354495117, + 6.685095104310944, + 6.71796385412677, + 6.7508326039426, + 6.783701353758429, + 6.816570103574255, + 6.849438853390083, + 6.882307603205911, + 6.9151763530217405, + 6.9480451028375665, + 6.980913852653394, + 7.013782602469222, + 7.046651352285052, + 7.079520102100879, + 7.112388851916705, + 7.145257601732535, + 7.178126351548363, + 7.21099510136419, + 7.243863851180016, + 7.276732600995846, + 7.309601350811674, + 7.3424701006275015, + 7.375338850443329, + 7.408207600259157, + 7.441076350074987, + 7.473945099890813, + 7.50681384970664, + 7.539682599522468, + 7.572551349338298, + 7.605420099154124, + 7.638288848969951, + 7.671157598785781, + 7.704026348601609, + 7.7368950984174365, + 7.7697638482332625, + 7.802632598049092, + 7.83550134786492, + 7.868370097680748, + 7.901238847496574, + 7.934107597312403, + 7.966976347128233, + 7.999845096944059, + 8.032713846759886, + 8.065582596575714, + 8.098451346391544, + 8.13132009620737, + 8.164188846023197, + 8.197057595839025, + 8.229926345654855, + 8.262795095470683, + 8.295663845286509, + 8.328532595102338, + 8.361401344918166, + 8.394270094733994, + 8.42713884454982, + 8.46000759436565, + 8.492876344181479, + 8.525745093997305, + 8.558613843813133, + 8.59148259362896, + 8.62435134344479, + 8.657220093260616, + 8.690088843076444, + 8.722957592892271, + 8.755826342708101, + 8.788695092523927, + 8.821563842339755, + 8.854432592155584, + 8.887301341971412, + 8.92017009178724, + 8.953038841603066, + 8.985907591418895, + 9.018776341234723, + 9.05164509105055, + 9.084513840866377, + 9.117382590682206, + 9.150251340498036, + 9.183120090313862, + 9.21598884012969, + 9.248857589945517, + 9.281726339761347, + 9.314595089577173, + 9.347463839393, + 9.38033258920883, + 9.413201339024658, + 9.446070088840486, + 9.478938838656312, + 9.511807588472141, + 9.54467633828797, + 9.577545088103797, + 9.610413837919623, + 9.643282587735452, + 9.676151337551282, + 9.709020087367108, + 9.741888837182936, + 9.774757586998764, + 9.807626336814593, + 9.840495086630419, + 9.873363836446247, + 9.906232586262075, + 9.939101336077904, + 9.971970085893732, + 10.004838835709558, + 10.037707585525387, + 10.070576335341215, + 10.103445085157043, + 10.136313834972869, + 10.169182584788699, + 10.202051334604526, + 10.234920084420354, + 10.267788834236182, + 10.30065758405201, + 10.33352633386784, + 10.366395083683665, + 10.399263833499493, + 10.43213258331532, + 10.46500133313115, + 10.497870082946976, + 10.530738832762804, + 10.563607582578634, + 10.596476332394461, + 10.629345082210289, + 10.662213832026115, + 10.695082581841945, + 10.727951331657772, + 10.7608200814736, + 10.793688831289426, + 10.826557581105256, + 10.859426330921085, + 10.892295080736911, + 10.925163830552739, + 10.958032580368567, + 10.990901330184396, + 11.023770080000222, + 11.05663882981605, + 11.089507579631878, + 11.122376329447707, + 11.155245079263535, + 11.188113829079361, + 11.22098257889519, + 11.253851328711018, + 11.286720078526846, + 11.319588828342672, + 11.352457578158502, + 11.38532632797433, + 11.418195077790157, + 11.451063827605985, + 11.483932577421813, + 11.516801327237642, + 11.549670077053468, + 11.582538826869296, + 11.615407576685124, + 11.648276326500953, + 11.68114507631678, + 11.714013826132607, + 11.746882575948437, + 11.779751325764265, + 11.812620075580092, + 11.845488825395918, + 11.878357575211748, + 11.911226325027576, + 11.944095074843403, + 11.97696382465923, + 12.009832574475059, + 12.042701324290888, + 12.075570074106714, + 12.108438823922542, + 12.14130757373837, + 12.1741763235542, + 12.207045073370026, + 12.239913823185853, + 12.272782573001681, + 12.30565132281751, + 12.338520072633338, + 12.371388822449164, + 12.404257572264994, + 12.437126322080822, + 12.46999507189665, + 12.502863821712475, + 12.535732571528305, + 12.568601321344133, + 12.60147007115996, + 12.634338820975788, + 12.667207570791616, + 12.700076320607446, + 12.732945070423272, + 12.7658138202391, + 12.798682570054929, + 12.831551319870755, + 12.864420069686584, + 12.89728881950241, + 12.93015756931824, + 12.96302631913407, + 12.995895068949896, + 13.028763818765722, + 13.061632568581551, + 13.09450131839738, + 13.127370068213207, + 13.160238818029033 + ], + "xaxis": "x", + "y": [ + 0.009843707413599646, + 0.01028193403669225, + 0.010734938803102811, + 0.011202956238642096, + 0.01168621004347889, + 0.012184912196411109, + 0.012699262048384745, + 0.013229445407339183, + 0.013775633616566203, + 0.014337982628875024, + 0.014916632078955775, + 0.015511704356430591, + 0.01612330368217145, + 0.01675151519054889, + 0.017396404020354823, + 0.018058014417213802, + 0.018736368850362218, + 0.019431467146732603, + 0.020143285645327254, + 0.020871776374908828, + 0.021616866258064377, + 0.022378456344723272, + 0.023156421078222095, + 0.02395060759701192, + 0.024760835075096327, + 0.02558689410427098, + 0.026428546121205886, + 0.02728552288237335, + 0.028157525989772902, + 0.02904422647034249, + 0.029945264411872535, + 0.030860248658154135, + 0.0317887565659956, + 0.032730333826635344, + 0.03368449435395792, + 0.03465072024178999, + 0.03562846179241101, + 0.03661713761825952, + 0.037616134818652065, + 0.03862480923315681, + 0.039642485773077975, + 0.04066845883231243, + 0.04170199277863373, + 0.04274232252624508, + 0.043788654190218754, + 0.0448401658232077, + 0.045896008234576555, + 0.0469553058918511, + 0.04801715790413334, + 0.049080639086870353, + 0.050144801107100616, + 0.05120867370803297, + 0.05227126601154398, + 0.05333156789690257, + 0.0543885514537572, + 0.0554411725071443, + 0.05648837221199909, + 0.057529078714379074, + 0.05856220887633505, + 0.05958667006109798, + 0.0606013619749864, + 0.06160517856218167, + 0.06259700994826614, + 0.06357574442817952, + 0.06454027049401415, + 0.06548947889784665, + 0.06642226474459553, + 0.06733752960969461, + 0.06823418367618884, + 0.0691111478856916, + 0.06996735609748969, + 0.07080175724994875, + 0.07161331751825409, + 0.07240102246242683, + 0.0731638791594778, + 0.07390091831350586, + 0.07461119633751527, + 0.07529379740071329, + 0.07594783543506615, + 0.0765724560949197, + 0.07716683866355968, + 0.07773019790066489, + 0.0782617858247169, + 0.07876089342456509, + 0.0792268522945014, + 0.0796590361873835, + 0.08005686248055041, + 0.08041979354950424, + 0.08074733804458681, + 0.08103905206615396, + 0.08129454023404595, + 0.08151345664747367, + 0.0816955057317738, + 0.08184044296884112, + 0.08194807550842335, + 0.08201826265784327, + 0.08205091624812114, + 0.08204600087488138, + 0.08200353401284935, + 0.08192358600318092, + 0.08180627991330247, + 0.08165179126938721, + 0.08146034766203361, + 0.08123222822616699, + 0.08096776299662399, + 0.08066733214132323, + 0.08033136507436349, + 0.07996033945181473, + 0.07955478005338827, + 0.07911525755357486, + 0.07864238718623272, + 0.07813682730698103, + 0.0775992778581145, + 0.07703047874108446, + 0.07643120810191785, + 0.0758022805352276, + 0.07514454521274208, + 0.07445888394252079, + 0.07374620916523932, + 0.07300746189411005, + 0.07224360960516861, + 0.07145564408477582, + 0.07064457924129311, + 0.06981144888794363, + 0.06895730450392022, + 0.06808321298079975, + 0.06719025436129797, + 0.06627951957734957, + 0.0653521081944075, + 0.06440912616874475, + 0.06345168362440032, + 0.06248089265623962, + 0.061497865165406666, + 0.06050371073322837, + 0.05949953453938038, + 0.05848643532987008, + 0.05746550344010128, + 0.0564378188779832, + 0.055404449471733536, + 0.05436644908668264, + 0.05332485591505125, + 0.052280690842309435, + 0.05123495589336587, + 0.05018863276146398, + 0.049142681422286956, + 0.04809803883539751, + 0.04705561773476003, + 0.046016305509721245, + 0.04498096317744715, + 0.04395042444745703, + 0.04292549487852958, + 0.04190695112790984, + 0.0408955402924092, + 0.03989197934065728, + 0.038896954635460335, + 0.03791112154491367, + 0.03693510414063968, + 0.03596949498125402, + 0.03501485497891297, + 0.03407171334657113, + 0.03314056762336031, + 0.032221883775314854, + 0.03131609636849548, + 0.030423608811409552, + 0.02954479366349865, + 0.02867999300634849, + 0.027829518874185315, + 0.026993653740151172, + 0.02617265105479449, + 0.025366735833179565, + 0.024576105286997708, + 0.0238009294980654, + 0.02304135212960763, + 0.022297491171759106, + 0.021569439717757693, + 0.020857266767368283, + 0.020161018054143696, + 0.019480716893215483, + 0.018816365046399868, + 0.01816794360150962, + 0.017535413862873044, + 0.016918718250182745, + 0.01631778120292113, + 0.015732510087742603, + 0.015162796106326659, + 0.014608515201356018, + 0.014069528958414842, + 0.013545685501745926, + 0.01303682038194781, + 0.012542757453838425, + 0.012063309742852557, + 0.011598280298483053, + 0.011147463033413551, + 0.010710643547127472, + 0.010287599932910294, + 0.009878103567291421, + 0.009481919881097041, + 0.009098809111405494, + 0.008728527033812371, + 0.008370825674522861, + 0.00802545400189476, + 0.007692158597154221, + 0.007370684304102091, + 0.0070607748577159075, + 0.006762173491637211, + 0.006474623524610144, + 0.006197868926010323, + 0.005931654860668903, + 0.005675728213257988, + 0.005429838092560049, + 0.005193736315993797, + 0.004967177874816013, + 0.0047499213804585135, + 0.004541729492497195, + 0.004342369328780746, + 0.004151612858275224, + 0.003969237277203434, + 0.0037950253690781505, + 0.0036287658492436237, + 0.0034702536945521315, + 0.0033192904588110863, + 0.003175684574641396, + 0.0030392516423904314, + 0.0029098147067416484, + 0.0027872045216597516, + 0.0026712598043033605, + 0.0025618274785283754, + 0.00245876290859307, + 0.002361930123662092, + 0.002271202033689367, + 0.0021864606372412505, + 0.0021075972217995237, + 0.0020345125570603107, + 0.001967117081719143, + 0.0019053310842041626, + 0.001849084877789526, + 0.0017983189704885115, + 0.0017529842300918206, + 0.0017130420446799372, + 0.001678464478900381, + 0.0016492344262602826, + 0.0016253457576428203, + 0.0016068034662120511, + 0.0015936238088251605, + 0.0015858344440238415, + 0.0015834745666276505, + 0.0015865950389019586, + 0.001595258518221196, + 0.0016095395810953564, + 0.001629524843373355, + 0.0016553130763818692, + 0.0016870153187022196, + 0.0017247549832312495, + 0.001768667959114864, + 0.0018189027080855488, + 0.0018756203546774655, + 0.0019389947697352006, + 0.0020092126465751227, + 0.0020864735691016323, + 0.002170990071124802, + 0.0022629876860710864, + 0.0023627049862254387, + 0.0024703936105914615, + 0.002586318280406071, + 0.0027107568012977416, + 0.0028440000510319336, + 0.0029863519517450325, + 0.0031381294255286196, + 0.0032996623321899076, + 0.003471293387981979, + 0.0036533780640688935, + 0.003846284463466924, + 0.0040503931751832735, + 0.004266097104259265, + 0.004493801276415246, + 0.00473392261599026, + 0.004986889695870777, + 0.005253142458110324, + 0.0055331319039547775, + 0.005827319752008249, + 0.006136178063299971, + 0.006460188832045422, + 0.006799843540935128, + 0.007155642679830025, + 0.007528095226796162, + 0.00791771809047215, + 0.008325035512830386, + 0.008750578431467789, + 0.009194883800643606, + 0.009658493870371989, + 0.010141955422971805, + 0.010645818966581079, + 0.011170637885251722, + 0.011716967545359063, + 0.01228536435818254, + 0.012876384798645049, + 0.013490584380332515, + 0.014128516587059393, + 0.01479073176139168, + 0.015477775950690977, + 0.016190189711403315, + 0.016928506872474408, + 0.01769325325894337, + 0.018484945376933466, + 0.01930408906143324, + 0.020151178088435456, + 0.021026692753181284, + 0.021931098416435937, + 0.02286484402090034, + 0.02382836058004952, + 0.0248220596418655, + 0.02584633173011586, + 0.026901544766006234, + 0.027988042473215652, + 0.029106142769495604, + 0.03025613614818941, + 0.03143828405319141, + 0.032652817251034465, + 0.033899934203949586, + 0.03517979944789385, + 0.03649254197969179, + 0.03783825365756755, + 0.0392169876194855, + 0.04062875672382807, + 0.042073532017060405, + 0.043551241233130256, + 0.0450617673294418, + 0.046604947064327176, + 0.04818056962100047, + 0.0497883752830409, + 0.05142805416648848, + 0.05309924501366741, + 0.05480153405385845, + 0.05653445393594868, + 0.05829748273815909, + 0.060090043059922445, + 0.06191150120092763, + 0.06376116643227867, + 0.06563829036463258, + 0.0675420664180678, + 0.06947162939831847, + 0.07142605518385861, + 0.07340436052816639, + 0.07540550298130877, + 0.0774283809347902, + 0.07947183379338545, + 0.081534642277437, + 0.08361552885883576, + 0.08571315833362338, + 0.08782613853385503, + 0.08995302118104756, + 0.09209230288318807, + 0.0942424262769424, + 0.09640178131630821, + 0.09856870670858564, + 0.10074149149812443, + 0.10291837679788497, + 0.10509755766841726, + 0.10727718514341744, + 0.10945536840055517, + 0.11163017707579541, + 0.11379964371896595, + 0.11596176638782227, + 0.11811451137738188, + 0.12025581608078911, + 0.12238359197748346, + 0.12449572774393296, + 0.12659009248170902, + 0.12866453905716305, + 0.1307169075465003, + 0.13274502877954347, + 0.13474672797501644, + 0.13671982845972025, + 0.1386621554635218, + 0.14057153998165603, + 0.14244582269542708, + 0.1442828579420114, + 0.14608051772370167, + 0.14783669574659114, + 0.1495493114784009, + 0.15121631421485512, + 0.1528356871437826, + 0.15440545139591008, + 0.1559236700711255, + 0.15738845222886927, + 0.15879795683120942, + 0.1601503966270982, + 0.16144404196630244, + 0.16267722453152406, + 0.16384834097730744, + 0.16495585646445063, + 0.16599830807879443, + 0.1669743081234919, + 0.16788254727409932, + 0.16872179758614667, + 0.16949091534518437, + 0.17018884374969823, + 0.17081461541772341, + 0.17136735470845607, + 0.17184627985069095, + 0.17225070487045346, + 0.1725800413108144, + 0.1728337997374689, + 0.17301159102436056, + 0.17311312741428414, + 0.17313822335015164, + 0.17308679607332525, + 0.17295886598619026, + 0.1727545567769257, + 0.17247409530521765, + 0.17211781124846887, + 0.1716861365088686, + 0.1711796043825002, + 0.1705988484924854, + 0.16994460148896037, + 0.1692176935194974, + 0.16841905047436312, + 0.16754969201178183, + 0.16661072936913393, + 0.1656033629667424, + 0.16452887981160844, + 0.16338865070913916, + 0.16218412729154488, + 0.1609168388721945, + 0.15958838913578424, + 0.15820045267470506, + 0.15675477138246902, + 0.15525315071549708, + 0.15369745583496075, + 0.15208960764070314, + 0.15043157870955653, + 0.1487253891506072, + 0.14697310239014486, + 0.1451768208991601, + 0.14333868187632798, + 0.14146085289944146, + 0.13954552755822613, + 0.1375949210813829, + 0.135611265970573, + 0.13359680765386772, + 0.13155380017096216, + 0.12948450190215746, + 0.12739117135279793, + 0.1252760630044771, + 0.12314142324391444, + 0.12098948637995723, + 0.11882247075867598, + 0.11664257498600855, + 0.11445197426685613, + 0.11225281686896725, + 0.11004722071934737, + 0.10783727014031518, + 0.10562501273169714, + 0.1034124564050029, + 0.1012015665747772, + 0.09899426351164749, + 0.09679241986093803, + 0.09459785833004962, + 0.09241234954713656, + 0.09023761009297007, + 0.088075300707222, + 0.08592702466977523, + 0.0837943263570408, + 0.08167868997266887, + 0.07958153845145702, + 0.07750423253469206, + 0.07544807001463683, + 0.07341428514535366, + 0.07140404821658167, + 0.06941846528692354, + 0.0674585780721774, + 0.06552536398425517, + 0.06361973631576955, + 0.06174254456503514, + 0.059894574895945706, + 0.058076550726910744, + 0.056289133442817614, + 0.05453292322378051, + 0.05280845998427168, + 0.05111622441610217, + 0.049456639128612846, + 0.047830069879367096, + 0.046236826888593416, + 0.044677166230613664, + 0.04315129129550729, + 0.041659354314298576, + 0.04020145794102413, + 0.0387776568851186, + 0.03738795958767404, + 0.036032329935254494, + 0.03471068900509304, + 0.033422916835673375, + 0.0321688542168708, + 0.030948304494027787, + 0.0297610353805462, + 0.028606780773795176, + 0.02748524256936522, + 0.026396092468931084, + 0.025338973777227786, + 0.024313503183894494 + ], + "yaxis": "y" + }, + { + "fill": "tozeroy", + "hovertemplate": "Synthetic
Frequency: %{y}", + "legendgroup": "Synthetic", + "marker": { + "color": "#01E0C9" + }, + "mode": "lines", + "name": "Synthetic", + "showlegend": true, + "type": "scatter", + "x": [ + -4.599018720479189, + -4.560640319270664, + -4.5222619180621395, + -4.483883516853615, + -4.44550511564509, + -4.407126714436565, + -4.36874831322804, + -4.330369912019514, + -4.291991510810989, + -4.2536131096024645, + -4.21523470839394, + -4.176856307185415, + -4.13847790597689, + -4.100099504768365, + -4.06172110355984, + -4.023342702351315, + -3.9849643011427904, + -3.9465858999342656, + -3.9082074987257407, + -3.8698290975172154, + -3.8314506963086905, + -3.7930722951001656, + -3.7546938938916408, + -3.7163154926831155, + -3.6779370914745906, + -3.6395586902660657, + -3.601180289057541, + -3.562801887849016, + -3.524423486640491, + -3.4860450854319662, + -3.4476666842234414, + -3.4092882830149165, + -3.3709098818063916, + -3.3325314805978663, + -3.2941530793893414, + -3.2557746781808166, + -3.2173962769722917, + -3.1790178757637664, + -3.1406394745552415, + -3.1022610733467166, + -3.0638826721381918, + -3.025504270929667, + -2.987125869721142, + -2.948747468512617, + -2.9103690673040923, + -2.8719906660955674, + -2.833612264887042, + -2.7952338636785177, + -2.7568554624699924, + -2.7184770612614675, + -2.6800986600529426, + -2.6417202588444173, + -2.603341857635893, + -2.5649634564273676, + -2.5265850552188427, + -2.488206654010318, + -2.4498282528017925, + -2.411449851593268, + -2.373071450384743, + -2.3346930491762183, + -2.296314647967693, + -2.257936246759168, + -2.2195578455506433, + -2.1811794443421184, + -2.1428010431335935, + -2.1044226419250687, + -2.0660442407165434, + -2.0276658395080185, + -1.9892874382994936, + -1.9509090370909687, + -1.9125306358824439, + -1.874152234673919, + -1.8357738334653941, + -1.7973954322568688, + -1.759017031048344, + -1.7206386298398195, + -1.6822602286312942, + -1.6438818274227693, + -1.6055034262142445, + -1.5671250250057192, + -1.5287466237971943, + -1.4903682225886699, + -1.4519898213801445, + -1.4136114201716197, + -1.3752330189630948, + -1.3368546177545695, + -1.2984762165460446, + -1.2600978153375202, + -1.2217194141289949, + -1.18334101292047, + -1.1449626117119451, + -1.1065842105034203, + -1.068205809294895, + -1.0298274080863705, + -0.9914490068778457, + -0.9530706056693203, + -0.9146922044607955, + -0.8763138032522706, + -0.8379354020437457, + -0.7995570008352209, + -0.761178599626696, + -0.7228001984181707, + -0.6844217972096458, + -0.6460433960011209, + -0.6076649947925965, + -0.5692865935840707, + -0.5309081923755459, + -0.4925297911670219, + -0.45415138995849613, + -0.41577298874997126, + -0.3773945875414464, + -0.3390161863329215, + -0.30063778512439576, + -0.2622593839158718, + -0.2238809827073469, + -0.18550258149882204, + -0.14712418029029717, + -0.10874577908177141, + -0.07036737787324743, + -0.03198897666472256, + 0.006389424543803202, + 0.044767825752327184, + 0.08314622696085294, + 0.12152462816937781, + 0.15990302937790268, + 0.19828143058642755, + 0.23665983179495242, + 0.2750382330034773, + 0.31341663421200217, + 0.3517950354205279, + 0.3901734366290519, + 0.4285518378375768, + 0.46693023904610254, + 0.5053086402546265, + 0.5436870414631523, + 0.5820654426716771, + 0.620443843880202, + 0.6588222450887269, + 0.6972006462972518, + 0.7355790475057766, + 0.7739574487143015, + 0.8123358499228273, + 0.8507142511313512, + 0.8890926523398761, + 0.927471053548401, + 0.9658494547569259, + 1.0042278559654516, + 1.0426062571739756, + 1.0809846583825014, + 1.1193630595910262, + 1.1577414607995502, + 1.196119862008076, + 1.2344982632166008, + 1.2728766644251257, + 1.3112550656336506, + 1.3496334668421754, + 1.3880118680507003, + 1.4263902692592252, + 1.464768670467751, + 1.503147071676275, + 1.5415254728848007, + 1.5799038740933256, + 1.6182822753018495, + 1.6566606765103753, + 1.6950390777189002, + 1.733417478927425, + 1.77179588013595, + 1.8101742813444748, + 1.8485526825529996, + 1.8869310837615245, + 1.9253094849700503, + 1.9636878861785743, + 2.0020662873871, + 2.040444688595625, + 2.078823089804149, + 2.1172014910126746, + 2.1555798922211995, + 2.1939582934297244, + 2.2323366946382492, + 2.2707150958467732, + 2.309093497055299, + 2.347471898263824, + 2.3858502994723487, + 2.4242287006808736, + 2.4626071018893994, + 2.5009855030979233, + 2.539363904306448, + 2.577742305514974, + 2.616120706723498, + 2.6544991079320237, + 2.6928775091405486, + 2.7312559103490726, + 2.7696343115575983, + 2.808012712766123, + 2.846391113974648, + 2.884769515183173, + 2.923147916391698, + 2.9615263176002227, + 2.9999047188087475, + 3.0382831200172733, + 3.0766615212257973, + 3.115039922434323, + 3.153418323642848, + 3.191796724851372, + 3.2301751260598977, + 3.2685535272684225, + 3.3069319284769474, + 3.3453103296854723, + 3.3836887308939962, + 3.422067132102522, + 3.4604455333110478, + 3.4988239345195717, + 3.5372023357280975, + 3.5755807369366215, + 3.6139591381451455, + 3.6523375393536712, + 3.690715940562197, + 3.7290943417707227, + 3.7674727429792467, + 3.8058511441877707, + 3.8442295453962965, + 3.8826079466048204, + 3.920986347813346, + 3.959364749021872, + 3.9977431502303977, + 4.03612155143892, + 4.074499952647446, + 4.1128783538559714, + 4.151256755064495, + 4.189635156273021, + 4.228013557481545, + 4.266391958690071, + 4.304770359898595, + 4.343148761107121, + 4.381527162315646, + 4.41990556352417, + 4.458283964732694, + 4.49666236594122, + 4.535040767149744, + 4.57341916835827, + 4.611797569566796, + 4.650175970775321, + 4.688554371983844, + 4.726932773192369, + 4.765311174400895, + 4.803689575609419, + 4.842067976817945, + 4.880446378026471, + 4.918824779234995, + 4.957203180443519, + 4.995581581652044, + 5.03395998286057, + 5.072338384069094, + 5.11071678527762, + 5.149095186486144, + 5.18747358769467, + 5.225851988903194, + 5.264230390111719, + 5.302608791320245, + 5.340987192528767, + 5.379365593737293, + 5.417743994945819, + 5.456122396154343, + 5.494500797362869, + 5.532879198571394, + 5.571257599779918, + 5.609636000988442, + 5.648014402196968, + 5.686392803405494, + 5.724771204614018, + 5.7631496058225435, + 5.8015280070310675, + 5.839906408239593, + 5.878284809448117, + 5.916663210656643, + 5.955041611865169, + 5.993420013073693, + 6.031798414282217, + 6.0701768154907425, + 6.1085552166992665, + 6.146933617907792, + 6.185312019116318, + 6.223690420324844, + 6.262068821533366, + 6.300447222741892, + 6.3388256239504175, + 6.3772040251589415, + 6.415582426367467, + 6.453960827575991, + 6.492339228784517, + 6.530717629993041, + 6.569096031201567, + 6.6074744324100925, + 6.6458528336186165, + 6.68423123482714, + 6.722609636035666, + 6.760988037244192, + 6.799366438452716, + 6.837744839661242, + 6.8761232408697675, + 6.91450164207829, + 6.952880043286815, + 6.991258444495341, + 7.029636845703865, + 7.068015246912391, + 7.106393648120917, + 7.144772049329441, + 7.183150450537965, + 7.22152885174649, + 7.259907252955016, + 7.29828565416354, + 7.336664055372066, + 7.37504245658059, + 7.413420857789116, + 7.45179925899764, + 7.490177660206165, + 7.528556061414691, + 7.566934462623215, + 7.605312863831739, + 7.643691265040265, + 7.682069666248791, + 7.720448067457315, + 7.75882646866584, + 7.797204869874364, + 7.835583271082888, + 7.873961672291414, + 7.91234007349994, + 7.950718474708464, + 7.98909687591699, + 8.027475277125514, + 8.06585367833404, + 8.104232079542562, + 8.142610480751088, + 8.180988881959614, + 8.21936728316814, + 8.257745684376662, + 8.296124085585188, + 8.334502486793713, + 8.37288088800224, + 8.411259289210765, + 8.44963769041929, + 8.488016091627813, + 8.526394492836339, + 8.564772894044864, + 8.60315129525339, + 8.641529696461912, + 8.679908097670438, + 8.718286498878964, + 8.756664900087486, + 8.795043301296012, + 8.833421702504538, + 8.871800103713063, + 8.91017850492159, + 8.948556906130111, + 8.986935307338637, + 9.025313708547163, + 9.063692109755689, + 9.102070510964214, + 9.140448912172737, + 9.178827313381262, + 9.217205714589788, + 9.255584115798314, + 9.293962517006836, + 9.332340918215362, + 9.370719319423888, + 9.40909772063241, + 9.447476121840936, + 9.485854523049461, + 9.524232924257987, + 9.562611325466513, + 9.600989726675035, + 9.63936812788356, + 9.677746529092087, + 9.716124930300612, + 9.754503331509138, + 9.79288173271766, + 9.831260133926186, + 9.869638535134712, + 9.908016936343238, + 9.94639533755176, + 9.984773738760286, + 10.023152139968811, + 10.061530541177333, + 10.09990894238586, + 10.138287343594385, + 10.17666574480291, + 10.215044146011437, + 10.253422547219959, + 10.291800948428484, + 10.33017934963701, + 10.368557750845536, + 10.406936152054062, + 10.445314553262584, + 10.48369295447111, + 10.522071355679635, + 10.560449756888161, + 10.598828158096683, + 10.63720655930521, + 10.675584960513735, + 10.713963361722257, + 10.752341762930783, + 10.790720164139309, + 10.829098565347834, + 10.86747696655636, + 10.905855367764886, + 10.944233768973408, + 10.982612170181934, + 11.02099057139046, + 11.059368972598985, + 11.097747373807511, + 11.136125775016033, + 11.17450417622456, + 11.212882577433085, + 11.251260978641607, + 11.289639379850133, + 11.328017781058659, + 11.36639618226718, + 11.404774583475707, + 11.443152984684232, + 11.481531385892758, + 11.519909787101284, + 11.55828818830981, + 11.596666589518332, + 11.635044990726858, + 11.673423391935383, + 11.711801793143906, + 11.750180194352431, + 11.788558595560957, + 11.82693699676948, + 11.865315397978009, + 11.90369379918653, + 11.942072200395057, + 11.980450601603582, + 12.018829002812105, + 12.057207404020634, + 12.095585805229156, + 12.133964206437682, + 12.172342607646208, + 12.21072100885473, + 12.249099410063256, + 12.287477811271781, + 12.325856212480307, + 12.36423461368883, + 12.402613014897355, + 12.44099141610588, + 12.479369817314403, + 12.517748218522932, + 12.556126619731454, + 12.594505020939984, + 12.632883422148506, + 12.671261823357028, + 12.709640224565558, + 12.74801862577408, + 12.786397026982605, + 12.824775428191131, + 12.863153829399653, + 12.90153223060818, + 12.939910631816705, + 12.97828903302523, + 13.016667434233753, + 13.055045835442279, + 13.093424236650804, + 13.13180263785933, + 13.170181039067856, + 13.208559440276378, + 13.246937841484907, + 13.28531624269343, + 13.323694643901952, + 13.362073045110481, + 13.400451446319003, + 13.43882984752753, + 13.477208248736055, + 13.515586649944577, + 13.553965051153103, + 13.592343452361629, + 13.630721853570154, + 13.669100254778677, + 13.707478655987206, + 13.745857057195728, + 13.784235458404254, + 13.82261385961278, + 13.860992260821302, + 13.899370662029831, + 13.937749063238353, + 13.976127464446876, + 14.014505865655405, + 14.052884266863927, + 14.091262668072453, + 14.129641069280979, + 14.1680194704895, + 14.206397871698027, + 14.244776272906552, + 14.283154674115078, + 14.3215330753236, + 14.35991147653213, + 14.398289877740652, + 14.436668278949178, + 14.475046680157703, + 14.513425081366226, + 14.551803482574755 + ], + "xaxis": "x", + "y": [ + 0.003487807584817927, + 0.003666562200856819, + 0.0038528686375349282, + 0.004046938489172035, + 0.004248982802536273, + 0.0044592116768079875, + 0.004677833852050991, + 0.004905056286867811, + 0.005141083725926544, + 0.0053861182580522415, + 0.005640358865576385, + 0.005904000965634381, + 0.0061772359440925035, + 0.006460250682774628, + 0.006753227080644069, + 0.007056341569579141, + 0.007369764625362689, + 0.007693660274486535, + 0.008028185597352943, + 0.008373490228437207, + 0.00872971585395935, + 0.00909699570759996, + 0.009475454064786023, + 0.009865205736067535, + 0.010266355560107349, + 0.010678997896813808, + 0.011103216121159942, + 0.011539082118256324, + 0.011986655780274105, + 0.012445984505855484, + 0.012917102702696491, + 0.013400031294045506, + 0.013894777229927381, + 0.014401333003980053, + 0.014919676176874702, + 0.015449768907384387, + 0.015991557492266772, + 0.01654497191623384, + 0.0171099254133954, + 0.017686314041680418, + 0.018274016271861173, + 0.018872892592927754, + 0.01948278513568228, + 0.020103517316543345, + 0.020734893503666422, + 0.021376698707597567, + 0.02202869829878024, + 0.02269063775432682, + 0.02336224243654854, + 0.024043217405801898, + 0.024733247270260657, + 0.025431996075254357, + 0.026139107234824148, + 0.02685420350813841, + 0.027576887023374637, + 0.028306739351615873, + 0.029043321633225986, + 0.029786174759054013, + 0.030534819608680066, + 0.031288757347746984, + 0.03204746978622584, + 0.03281041979924098, + 0.03357705181182939, + 0.034346792348731, + 0.035119050650007914, + 0.0358932193529621, + 0.036668675240477386, + 0.037444780055544066, + 0.038220881381344406, + 0.038996313585881105, + 0.039770398829722775, + 0.04054244813503243, + 0.04131176251362189, + 0.04207763415136442, + 0.042839347645882486, + 0.04359618129402321, + 0.044347408425244234, + 0.045092298776653404, + 0.04583011990509286, + 0.04656013863132145, + 0.047281622511049635, + 0.047993841327302576, + 0.04869606859834924, + 0.04938758309523366, + 0.05006767036278033, + 0.05073562423782522, + 0.051390748358350356, + 0.05203235765716345, + 0.05265977983378613, + 0.053272356798272004, + 0.05386944608078866, + 0.05445042220095251, + 0.05501467799111032, + 0.0555616258680049, + 0.05609069904755519, + 0.056601352697808, + 0.05709306502548865, + 0.05756533829197533, + 0.05801769975495739, + 0.05844970253249488, + 0.05886092638667686, + 0.05925097842457694, + 0.05961949371471439, + 0.059966135817753306, + 0.06029059723069247, + 0.06059259974432504, + 0.06087189471426157, + 0.06112826324631567, + 0.06136151629754318, + 0.061571494694689984, + 0.06175806907225472, + 0.06192113973278264, + 0.06206063643239359, + 0.062176518094896466, + 0.06226877245814913, + 0.062337415656596895, + 0.062382491744145945, + 0.06240407216171625, + 0.06240225515395452, + 0.062377165139684394, + 0.062328952040720136, + 0.062257790573679334, + 0.06216387950939073, + 0.06204744090442012, + 0.061908719309120605, + 0.06174798095646361, + 0.06156551293572381, + 0.06136162235487655, + 0.06113663549533161, + 0.0608908969623608, + 0.060624768834304135, + 0.060338629813342856, + 0.060032874380328644, + 0.05970791195585091, + 0.059364166069416094, + 0.059002073538308705, + 0.058622083657409806, + 0.05822465740095729, + 0.057810266636965375, + 0.05737939335476837, + 0.05693252890591449, + 0.056470173258435244, + 0.05599283426432293, + 0.05550102693989952, + 0.05499527275862637, + 0.05447609895580516, + 0.053944037844555565, + 0.053399626142405954, + 0.05284340430783056, + 0.05227591588607627, + 0.05169770686366625, + 0.05110932503103966, + 0.05051131935286889, + 0.04990423934571314, + 0.049288634462790415, + 0.048665053485797326, + 0.0480340439238556, + 0.04739615141983022, + 0.04675191916443274, + 0.04610188731869009, + 0.04544659244553124, + 0.04478656695140653, + 0.04412233853900941, + 0.0434544296723195, + 0.04278335705531423, + 0.042109631125815034, + 0.041433755566031606, + 0.04075622683144572, + 0.04007753369973121, + 0.039398156841444175, + 0.0387185684142198, + 0.03803923168220724, + 0.03736060066242328, + 0.036683119799650804, + 0.03600722367141566, + 0.035333336724464696, + 0.034661873044037485, + 0.033993236157067716, + 0.033327818870282945, + 0.03266600314397912, + 0.03200816000204689, + 0.03135464947861172, + 0.030705820601425682, + 0.03006201141191925, + 0.029423549021587597, + 0.02879074970415089, + 0.028163919022692135, + 0.027543351990751135, + 0.026929333266125795, + 0.026322137375922205, + 0.02572202897119152, + 0.02512926310930482, + 0.024544085562044758, + 0.023966733147237938, + 0.023397434081617166, + 0.02283640835248641, + 0.02228386810566802, + 0.021740018047138255, + 0.021205055855707755, + 0.020679172604075962, + 0.020162553185582195, + 0.01965537674399338, + 0.0191578171037065, + 0.018670043197801287, + 0.018192219491456735, + 0.017724506398343092, + 0.017267060687710445, + 0.01682003588002744, + 0.016383582629162632, + 0.015957849089257518, + 0.015542981264603524, + 0.015139123341008453, + 0.014746417997317346, + 0.01436500669593766, + 0.013995029951404264, + 0.013636627576209214, + 0.013289938903309515, + 0.01295510298490965, + 0.012632258767300182, + 0.012321545241708693, + 0.012023101571291222, + 0.011737067194554909, + 0.0114635819056573, + 0.011202785912173257, + 0.010954819871055427, + 0.01071982490363873, + 0.010497942590652261, + 0.01028931494830427, + 0.010094084386594558, + 0.009912393651087327, + 0.009744385749442938, + 0.009590203864060566, + 0.009449991252225924, + 0.009323891135188656, + 0.009212046577612557, + 0.009114600358849955, + 0.00903169483748866, + 0.008963471810606815, + 0.008910072369147768, + 0.00887163675079456, + 0.008848304191682466, + 0.008840212778236656, + 0.008847499300364712, + 0.00887029910716698, + 0.008908745966253838, + 0.00896297192767865, + 0.009033107193408326, + 0.009119279993159467, + 0.009221616467329675, + 0.009340240557649118, + 0.00947527390606811, + 0.009626835762283334, + 0.009795042900187206, + 0.009980009543404063, + 0.01018184729995255, + 0.010400665105947475, + 0.010636569178125202, + 0.010889662974847218, + 0.011160047165106855, + 0.011447819604932415, + 0.011753075320452265, + 0.012075906496758493, + 0.012416402471581574, + 0.012774649732666166, + 0.013150731917621426, + 0.013544729814907328, + 0.013956721364513178, + 0.014386781656785934, + 0.014834982927778257, + 0.01530139454940494, + 0.01578608301262817, + 0.016289111901834685, + 0.016810541858523893, + 0.017350430532394316, + 0.017908832517901405, + 0.018485799274357444, + 0.019081379027662063, + 0.019695616651784036, + 0.02032855352816521, + 0.02098022738128732, + 0.021650672088728926, + 0.02233991746414509, + 0.02304798901172765, + 0.02377490765084611, + 0.024520689409730338, + 0.02528534508723415, + 0.02606887988191734, + 0.026871292987890948, + 0.027692577157101276, + 0.028532718227969156, + 0.029391694620549313, + 0.030269476798646854, + 0.031166026699594424, + 0.03208129713267822, + 0.03301523114748694, + 0.03396776137374512, + 0.03493880933448451, + 0.03592828473469602, + 0.036936084727887473, + 0.037962093163253184, + 0.039006179816428475, + 0.04006819960706478, + 0.04114799180669785, + 0.042245379240616596, + 0.04336016748764486, + 0.04449214408193688, + 0.04564107772105097, + 0.04680671748470774, + 0.04798879206874649, + 0.049187009038880104, + 0.05040105410889814, + 0.051630590447991676, + 0.05287525802185717, + 0.054134672972196055, + 0.05540842703914336, + 0.05669608703104865, + 0.05799719434588395, + 0.05931126454837373, + 0.06063778700673102, + 0.061976224592636096, + 0.06332601344782525, + 0.06468656282035197, + 0.06605725497325639, + 0.06743744516802698, + 0.06882646172486638, + 0.07022360616138107, + 0.07162815341090892, + 0.07303935212128454, + 0.07445642503440579, + 0.07587856944654511, + 0.07730495774891005, + 0.07873473804752715, + 0.08016703486109962, + 0.0816009498950808, + 0.08303556288979343, + 0.08446993254005417, + 0.08590309748339132, + 0.08733407735360699, + 0.08876187389612901, + 0.09018547214130644, + 0.09160384163156199, + 0.0930159376980924, + 0.09442070278263628, + 0.09581706779968038, + 0.09720395353438131, + 0.09858027207141003, + 0.0999449282499121, + 0.10129682113978154, + 0.10263484553452015, + 0.10395789345602964, + 0.10526485566682728, + 0.10655462318533736, + 0.10782608880010369, + 0.10907814857900519, + 0.11030970336979896, + 0.1115196602886009, + 0.11270693419320704, + 0.113870449138469, + 0.11500913981126532, + 0.11612195294294135, + 0.11720784869742149, + 0.11826580203353543, + 0.11929480404043075, + 0.12029386324525869, + 0.12126200689262519, + 0.12219828219559849, + 0.12310175755831446, + 0.12397152377047782, + 0.12480669517425955, + 0.12560641080429005, + 0.12636983550157202, + 0.12709616100228469, + 0.12778460700249716, + 0.1284344221998723, + 0.12904488531343164, + 0.1296153060824167, + 0.13014502624521398, + 0.13063342049918322, + 0.1310798974420988, + 0.13148390049571665, + 0.13184490881176825, + 0.1321624381604457, + 0.1324360418011643, + 0.13266531133510115, + 0.13284987753870148, + 0.1329894111770106, + 0.13308362379536315, + 0.13313226848762097, + 0.1331351406388036, + 0.13309207863962463, + 0.133002964570117, + 0.13286772484921666, + 0.13268633084687614, + 0.1324587994550063, + 0.13218519361330008, + 0.13186562278576644, + 0.13150024338363864, + 0.1310892591301564, + 0.13063292136263663, + 0.13013152926717575, + 0.12958543004131973, + 0.1289950189800717, + 0.12836073948068405, + 0.127683082961819, + 0.12696258869283775, + 0.1261998435292117, + 0.12539548155032146, + 0.12455018359623916, + 0.12366467670045135, + 0.12273973341589632, + 0.1217761710321383, + 0.120774850681982, + 0.11973667633636383, + 0.11866259368688498, + 0.11755358891594268, + 0.11641068735499661, + 0.11523495203211866, + 0.11402748211059349, + 0.11278941122096134, + 0.11152190568951532, + 0.1102261626668873, + 0.1089034081609672, + 0.10755489497899068, + 0.10618190058420912, + 0.10478572487310713, + 0.10336768787964673, + 0.1019291274135179, + 0.10047139663981867, + 0.0989958616079962, + 0.09750389873825609, + 0.09599689227396085, + 0.0944762317088073, + 0.09294330919779338, + 0.09139951696115305, + 0.08984624469053969, + 0.08828487696680316, + 0.08671679069869268, + 0.08514335259177798, + 0.08356591665674484, + 0.08198582176607908, + 0.08040438926791503, + 0.07882292066555799, + 0.07724269537087403, + 0.07566496853936368, + 0.07409096899433218, + 0.07252189724710695, + 0.07095892361976701, + 0.06940318647632589, + 0.0678557905677396, + 0.06631780549555139, + 0.06479026429835288, + 0.06327416216464257, + 0.06177045527500779, + 0.06028005977591653, + 0.058803850886756694, + 0.05734266214109812, + 0.05589728476251075, + 0.0544684671746307, + 0.05305691464452727, + 0.05166328905781883, + 0.05028820882338424, + 0.048932248904944894, + 0.04759594097624756, + 0.046279773696056396, + 0.044984193098682734, + 0.04370960309532517, + 0.042456366081083934, + 0.04122480364212958, + 0.0400151973571823, + 0.038827789687156604, + 0.03766278494657449, + 0.03652035035015251, + 0.03540061712779389, + 0.0343036817011013, + 0.03322960691445115, + 0.03217842331363296, + 0.031150130465066747, + 0.030144698308660053, + 0.0291620685374567, + 0.028202155997347947, + 0.027264850100288042, + 0.026350016244642144, + 0.025457497236524407, + 0.02458711470624081, + 0.02373867051422626, + 0.022911948141175895, + 0.022106714057392268, + 0.02132271906670955, + 0.020559699620720153, + 0.01981737909938926, + 0.019095469054525707, + 0.01839367041295813, + 0.017711674636650895, + 0.017049164837380306, + 0.016405816843974366, + 0.015781300220497264, + 0.015175279234127257, + 0.014587413771839476, + 0.014017360205348519, + 0.01346477220410064 + ], + "yaxis": "y" + } + ], + "layout": { + "barmode": "overlay", + "font": { + "size": 18 + }, + "hovermode": "closest", + "legend": { + "traceorder": "reversed" + }, + "plot_bgcolor": "#F5F5F8", + "showlegend": true, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "heatmapgl": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmapgl" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "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, + "#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, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 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, + "#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 + } + } + }, + "title": {}, + "xaxis": { + "anchor": "y2", + "domain": [ + 0, + 1 + ], + "zeroline": false + }, + "yaxis": { + "anchor": "free", + "domain": [ + 0, + 1 + ], + "position": 0 + } + } + }, + "text/html": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "fill": "tozeroy", + "hovertemplate": "Real
Frequency: %{y}", + "legendgroup": "Real", + "marker": { + "color": "#000036" + }, + "mode": "lines", + "name": "Real", + "showlegend": true, + "type": "scatter", + "x": [ + -0.9814719079815886, + -0.9735112227793363, + -0.9655505375770841, + -0.9575898523748319, + -0.9496291671725797, + -0.9416684819703275, + -0.9337077967680752, + -0.925747111565823, + -0.9177864263635708, + -0.9098257411613185, + -0.9018650559590664, + -0.8939043707568142, + -0.8859436855545619, + -0.8779830003523097, + -0.8700223151500575, + -0.8620616299478052, + -0.854100944745553, + -0.8461402595433007, + -0.8381795743410485, + -0.8302188891387964, + -0.8222582039365441, + -0.8142975187342919, + -0.8063368335320397, + -0.7983761483297874, + -0.7904154631275353, + -0.7824547779252831, + -0.7744940927230308, + -0.7665334075207786, + -0.7585727223185263, + -0.7506120371162741, + -0.7426513519140219, + -0.7346906667117696, + -0.7267299815095174, + -0.7187692963072653, + -0.710808611105013, + -0.7028479259027608, + -0.6948872407005086, + -0.6869265554982564, + -0.6789658702960042, + -0.671005185093752, + -0.6630444998914997, + -0.6550838146892475, + -0.6471231294869952, + -0.639162444284743, + -0.6312017590824908, + -0.6232410738802385, + -0.6152803886779863, + -0.607319703475734, + -0.5993590182734819, + -0.5913983330712298, + -0.5834376478689774, + -0.5754769626667252, + -0.5675162774644731, + -0.5595555922622208, + -0.5515949070599686, + -0.5436342218577164, + -0.5356735366554641, + -0.5277128514532119, + -0.5197521662509597, + -0.5117914810487074, + -0.5038307958464552, + -0.49587011064420305, + -0.4879094254419508, + -0.4799487402396986, + -0.47198805503744634, + -0.4640273698351942, + -0.456066684632942, + -0.4481059994306896, + -0.4401453142284375, + -0.43218462902618526, + -0.424223943823933, + -0.4162632586216808, + -0.40830257341942855, + -0.4003418882171764, + -0.3923812030149242, + -0.38442051781267195, + -0.3764598326104197, + -0.36849914740816747, + -0.36053846220591523, + -0.352577777003663, + -0.34461709180141087, + -0.33665640659915863, + -0.3286957213969064, + -0.32073503619465416, + -0.3127743509924019, + -0.3048136657901497, + -0.29685298058789744, + -0.2888922953856452, + -0.2809316101833931, + -0.27297092498114084, + -0.2650102397788886, + -0.25704955457663636, + -0.24908886937438413, + -0.241128184172132, + -0.23316749896987965, + -0.2252068137676274, + -0.21724612856537528, + -0.20928544336312305, + -0.20132475816087092, + -0.19336407295861857, + -0.18540338775636633, + -0.1774427025541142, + -0.16948201735186186, + -0.16152133214960973, + -0.1535606469473575, + -0.14559996174510526, + -0.13763927654285313, + -0.12967859134060078, + -0.12171790613834865, + -0.11375722093609641, + -0.10579653573384407, + -0.09783585053159194, + -0.0898751653293397, + -0.08191448012708757, + -0.07395379492483534, + -0.06599310972258299, + -0.05803242452033086, + -0.05007173931807862, + -0.042111054115826274, + -0.03415036891357415, + -0.02618968371132191, + -0.018228998509069783, + -0.010268313306817545, + -0.002307628104565196, + 0.005653057097686931, + 0.013613742299939169, + 0.021574427502191407, + 0.029535112704443645, + 0.03749579790669588, + 0.04545648310894812, + 0.053417168311200136, + 0.061377853513452596, + 0.06933853871570461, + 0.07729922391795685, + 0.08525990912020931, + 0.09322059432246133, + 0.10118127952471356, + 0.10914196472696602, + 0.11710264992921804, + 0.12506333513147028, + 0.13302402033372251, + 0.14098470553597475, + 0.148945390738227, + 0.156906075940479, + 0.16486676114273147, + 0.1728274463449837, + 0.18078813154723572, + 0.18874881674948818, + 0.1967095019517402, + 0.20467018715399243, + 0.21263087235624467, + 0.2205915575584969, + 0.22855224276074915, + 0.23651292796300138, + 0.24447361316525362, + 0.25243429836750586, + 0.2603949835697581, + 0.26835566877201034, + 0.2763163539742626, + 0.2842770391765146, + 0.2922377243787668, + 0.3001984095810193, + 0.3081590947832713, + 0.31611977998552354, + 0.3240804651877758, + 0.332041150390028, + 0.34000183559228025, + 0.3479625207945325, + 0.35592320599678473, + 0.36388389119903697, + 0.3718445764012892, + 0.37980526160354144, + 0.3877659468057937, + 0.3957266320080457, + 0.40368731721029816, + 0.4116480024125502, + 0.4196086876148024, + 0.42756937281705487, + 0.4355300580193069, + 0.4434907432215591, + 0.45145142842381136, + 0.4594121136260636, + 0.46737279882831584, + 0.47533348403056785, + 0.4832941692328203, + 0.49125485443507255, + 0.49921553963732457, + 0.507176224839577, + 0.5151369100418293, + 0.5230975952440813, + 0.5310582804463337, + 0.5390189656485858, + 0.546979650850838, + 0.5549403360530902, + 0.5629010212553425, + 0.5708617064575947, + 0.5788223916598467, + 0.5867830768620992, + 0.5947437620643514, + 0.6027044472666034, + 0.6106651324688559, + 0.6186258176711081, + 0.6265865028733602, + 0.6345471880756126, + 0.6425078732778648, + 0.6504685584801169, + 0.6584292436823691, + 0.6663899288846213, + 0.6743506140868736, + 0.6823112992891258, + 0.690271984491378, + 0.6982326696936303, + 0.7061933548958823, + 0.7141540400981348, + 0.722114725300387, + 0.730075410502639, + 0.7380360957048913, + 0.7459967809071437, + 0.7539574661093957, + 0.761918151311648, + 0.7698788365139004, + 0.7778395217161524, + 0.7858002069184047, + 0.7937608921206569, + 0.8017215773229092, + 0.8096822625251614, + 0.8176429477274134, + 0.8256036329296659, + 0.8335643181319179, + 0.8415250033341701, + 0.8494856885364226, + 0.8574463737386746, + 0.8654070589409268, + 0.8733677441431793, + 0.8813284293454313, + 0.8892891145476836, + 0.897249799749936, + 0.905210484952188, + 0.9131711701544403, + 0.9211318553566923, + 0.9290925405589447, + 0.937053225761197, + 0.945013910963449, + 0.9529745961657015, + 0.9609352813679535, + 0.9688959665702057, + 0.9768566517724582, + 0.9848173369747102, + 0.9927780221769624, + 1.0007387073792147, + 1.008699392581467, + 1.0166600777837191, + 1.0246207629859714, + 1.0325814481882234, + 1.0405421333904759, + 1.0485028185927279, + 1.0564635037949803, + 1.0644241889972323, + 1.0723848741994848, + 1.0803455594017368, + 1.0883062446039888, + 1.0962669298062417, + 1.1042276150084938, + 1.1121883002107458, + 1.1201489854129978, + 1.1281096706152502, + 1.1360703558175023, + 1.1440310410197543, + 1.1519917262220072, + 1.1599524114242592, + 1.1679130966265112, + 1.1758737818287637, + 1.1838344670310157, + 1.1917951522332677, + 1.1997558374355206, + 1.2077165226377726, + 1.2156772078400246, + 1.223637893042277, + 1.2315985782445291, + 1.2395592634467811, + 1.2475199486490336, + 1.255480633851286, + 1.263441319053538, + 1.27140200425579, + 1.2793626894580425, + 1.2873233746602946, + 1.2952840598625466, + 1.303244745064799, + 1.3112054302670515, + 1.3191661154693035, + 1.327126800671556, + 1.335087485873808, + 1.34304817107606, + 1.3510088562783125, + 1.358969541480565, + 1.366930226682817, + 1.374890911885069, + 1.3828515970873214, + 1.3908122822895734, + 1.3987729674918254, + 1.406733652694078, + 1.4146943378963304, + 1.4226550230985824, + 1.4306157083008348, + 1.4385763935030869, + 1.4465370787053389, + 1.4544977639075913, + 1.4624584491098438, + 1.4704191343120958, + 1.4783798195143483, + 1.4863405047166003, + 1.4943011899188523, + 1.5022618751211048, + 1.5102225603233568, + 1.5181832455256092, + 1.5261439307278613, + 1.5341046159301137, + 1.5420653011323657, + 1.5500259863346177, + 1.5579866715368702, + 1.5659473567391222, + 1.5739080419413747, + 1.5818687271436271, + 1.5898294123458792, + 1.5977900975481312, + 1.6057507827503836, + 1.6137114679526356, + 1.621672153154888, + 1.6296328383571401, + 1.6375935235593926, + 1.6455542087616446, + 1.6535148939638966, + 1.661475579166149, + 1.669436264368401, + 1.6773969495706536, + 1.685357634772906, + 1.693318319975158, + 1.70127900517741, + 1.7092396903796625, + 1.7172003755819145, + 1.725161060784167, + 1.7331217459864194, + 1.7410824311886715, + 1.7490431163909235, + 1.757003801593176, + 1.764964486795428, + 1.77292517199768, + 1.7808858571999324, + 1.7888465424021849, + 1.796807227604437, + 1.804767912806689, + 1.8127285980089414, + 1.8206892832111934, + 1.8286499684134454, + 1.8366106536156983, + 1.8445713388179503, + 1.8525320240202023, + 1.8604927092224548, + 1.8684533944247068, + 1.8764140796269588, + 1.8843747648292113, + 1.8923354500314638, + 1.9002961352337158, + 1.9082568204359678, + 1.9162175056382202, + 1.9241781908404723, + 1.9321388760427243, + 1.9400995612449772, + 1.9480602464472292, + 1.9560209316494812, + 1.9639816168517337, + 1.9719423020539857, + 1.9799029872562377, + 1.9878636724584906, + 1.9958243576607426, + 2.0037850428629946, + 2.011745728065247, + 2.019706413267499, + 2.027667098469751, + 2.035627783672003, + 2.043588468874256, + 2.051549154076508, + 2.05950983927876, + 2.0674705244810125, + 2.0754312096832646, + 2.0833918948855166, + 2.091352580087769, + 2.0993132652900215, + 2.1072739504922735, + 2.115234635694526, + 2.123195320896778, + 2.13115600609903, + 2.139116691301282, + 2.147077376503535, + 2.155038061705787, + 2.162998746908039, + 2.1709594321102914, + 2.1789201173125434, + 2.1868808025147954, + 2.194841487717048, + 2.2028021729193004, + 2.2107628581215524, + 2.218723543323805, + 2.226684228526057, + 2.234644913728309, + 2.2426055989305613, + 2.250566284132814, + 2.258526969335066, + 2.2664876545373183, + 2.2744483397395703, + 2.2824090249418223, + 2.2903697101440743, + 2.2983303953463268, + 2.3062910805485792, + 2.3142517657508312, + 2.3222124509530837, + 2.3301731361553357, + 2.3381338213575877, + 2.34609450655984, + 2.354055191762092, + 2.3620158769643447, + 2.369976562166597, + 2.377937247368849, + 2.385897932571101, + 2.393858617773353, + 2.4018193029756056, + 2.409779988177858, + 2.41774067338011, + 2.4257013585823626, + 2.4336620437846146, + 2.4416227289868666, + 2.449583414189119, + 2.457544099391371, + 2.4655047845936235, + 2.473465469795876, + 2.481426154998128, + 2.48938684020038, + 2.4973475254026325, + 2.5053082106048845, + 2.513268895807137, + 2.5212295810093894, + 2.5291902662116414, + 2.5371509514138935, + 2.5451116366161455, + 2.553072321818398, + 2.56103300702065, + 2.5689936922229024, + 2.576954377425155, + 2.584915062627407, + 2.592875747829659, + 2.6008364330319114, + 2.6087971182341634, + 2.6167578034364154, + 2.6247184886386683, + 2.6326791738409203, + 2.6406398590431723, + 2.6486005442454243, + 2.656561229447677, + 2.664521914649929, + 2.6724825998521813, + 2.6804432850544337, + 2.6884039702566858, + 2.6963646554589378, + 2.7043253406611902, + 2.7122860258634423, + 2.7202467110656943, + 2.728207396267947, + 2.736168081470199, + 2.744128766672451, + 2.7520894518747037, + 2.7600501370769557, + 2.7680108222792077, + 2.7759715074814606, + 2.7839321926837126, + 2.7918928778859646, + 2.7998535630882166, + 2.807814248290469, + 2.815774933492721, + 2.823735618694973, + 2.831696303897226, + 2.839656989099478, + 2.84761767430173, + 2.8555783595039825, + 2.8635390447062345, + 2.8714997299084866, + 2.879460415110739, + 2.8874211003129915, + 2.8953817855152435, + 2.9033424707174955, + 2.911303155919748, + 2.919263841122, + 2.927224526324252, + 2.935185211526505, + 2.943145896728757, + 2.951106581931009, + 2.9590672671332614, + 2.9670279523355134, + 2.9749886375377654, + 2.982949322740018, + 2.9909100079422704 + ], + "xaxis": "x", + "y": [ + 0.14294780024962284, + 0.14600590133593286, + 0.14906086593469592, + 0.1521104205730497, + 0.15515229609261857, + 0.1581842320314213, + 0.16120398095703717, + 0.16420931273718048, + 0.16719801873431447, + 0.1701679159114699, + 0.17311685083703154, + 0.17604270357691687, + 0.17894339146326343, + 0.18181687272949631, + 0.18466115000243258, + 0.18747427364288757, + 0.19025434492710835, + 0.192999519062205, + 0.19570800802965085, + 0.19837808325177655, + 0.2010080780771119, + 0.20359639008126523, + 0.20614148318094502, + 0.20864188955954963, + 0.21109621140360552, + 0.21350312245013672, + 0.21586136934581426, + 0.2181697728194856, + 0.22042722867037798, + 0.22263270857492604, + 0.22478526071577268, + 0.2268840102370707, + 0.22892815953070642, + 0.2309169883585152, + 0.23284985381598042, + 0.23472619014322252, + 0.2365455083894076, + 0.23830739593690276, + 0.2400115158917267, + 0.2416576063469269, + 0.24324547952564032, + 0.24477502081057795, + 0.24624618766668568, + 0.24765900846366182, + 0.24901358120490147, + 0.25031007216931966, + 0.25154871447230487, + 0.25272980655188126, + 0.2538537105859093, + 0.25492085084590843, + 0.25593171199283715, + 0.25688683731985484, + 0.25778682694683175, + 0.25863233597105467, + 0.25942407257829897, + 0.2601627961181263, + 0.2608493151469979, + 0.2614844854425006, + 0.26206920799172495, + 0.2626044269565765, + 0.2630911276185809, + 0.2635303343055122, + 0.26392310830199417, + 0.2642705457460505, + 0.2645737755134369, + 0.2648339570914664, + 0.2650522784439351, + 0.2652299538687134, + 0.2653682218494812, + 0.26546834290311233, + 0.265531597424176, + 0.2655592835280737, + 0.26555271489437227, + 0.2655132186119521, + 0.2654421330276794, + 0.2653408056004058, + 0.2652105907622127, + 0.26505284778893695, + 0.26486893868213446, + 0.26466022606478923, + 0.26442807109319316, + 0.26417383138757006, + 0.2638988589841393, + 0.26360449831144855, + 0.26329208419392286, + 0.2629629398856851, + 0.26261837513779307, + 0.26225968430213453, + 0.2618881444752706, + 0.2615050136855774, + 0.2611115291270587, + 0.2607089054432128, + 0.26029833306432365, + 0.25988097660150866, + 0.2594579733008049, + 0.25903043156049527, + 0.25859942951477366, + 0.25816601368672526, + 0.25773119771346364, + 0.2572959611461022, + 0.2568612483270535, + 0.2564279673469543, + 0.25599698908331464, + 0.255569146322746, + 0.255145232968398, + 0.2547260033339878, + 0.25431217152554425, + 0.25390441091173804, + 0.2535033536834025, + 0.2531095905025877, + 0.25272367024122294, + 0.25234609980922085, + 0.2519773440715737, + 0.2516178258537782, + 0.25126792603466086, + 0.25092798372546765, + 0.2505982965338566, + 0.2502791209112311, + 0.2499706725816724, + 0.24967312705054748, + 0.24938662019072047, + 0.2491112489041545, + 0.24884707185656407, + 0.24859411028267964, + 0.24835234885958807, + 0.2481217366455447, + 0.2479021880815932, + 0.24769358405327946, + 0.2474957730097248, + 0.24730857213729365, + 0.24713176858509303, + 0.24696512073953386, + 0.24680835954520033, + 0.24666118986928426, + 0.24652329190685526, + 0.24639432262428237, + 0.2462739172381104, + 0.246161690726752, + 0.24605723937235344, + 0.24596014233021998, + 0.2458699632231932, + 0.24578625175837945, + 0.2457085453636278, + 0.24563637084113665, + 0.2455692460355603, + 0.24550668151394098, + 0.24544818225475934, + 0.2453932493433488, + 0.2453413816708407, + 0.24529207763374994, + 0.24524483683122272, + 0.24519916175686887, + 0.2451545594820237, + 0.24511054332714013, + 0.24506663451794983, + 0.24502236382286186, + 0.2449772731680023, + 0.2449309172261348, + 0.24488286497561926, + 0.24483270122542994, + 0.24478002810217098, + 0.24472446649490612, + 0.24466565745354688, + 0.24460326353647233, + 0.2445369701029804, + 0.2444664865461487, + 0.2443915474616415, + 0.24431191374802058, + 0.24422737363412497, + 0.24413774362914575, + 0.24404286939108938, + 0.24394262650943374, + 0.24383692119791703, + 0.24372569089355167, + 0.24360890475816524, + 0.24348656407897948, + 0.24335870256501524, + 0.2432253865363735, + 0.24308671500377962, + 0.24294281963611358, + 0.24279386461402502, + 0.24264004636813197, + 0.24248159320072765, + 0.24231876479036532, + 0.2421518515791568, + 0.24198117404311256, + 0.24180708184633823, + 0.24162995288043193, + 0.24145019219092273, + 0.2412682307931433, + 0.2410845243804357, + 0.24089955192812465, + 0.24071381419721213, + 0.24052783214226067, + 0.24034214522842248, + 0.24015730966307172, + 0.23997389654793838, + 0.23979248995810573, + 0.23961368495462643, + 0.23943808553791313, + 0.2392663025493971, + 0.2390989515292731, + 0.23893665053842852, + 0.23878001795288417, + 0.23862967023927448, + 0.23848621972004863, + 0.2383502723371812, + 0.23822242542323374, + 0.23810326548862673, + 0.23799336603395424, + 0.2378932853960713, + 0.23780356463658295, + 0.2377247254811605, + 0.23765726831790457, + 0.2376016702627151, + 0.23755838329929957, + 0.23752783250112328, + 0.23751041434220974, + 0.23750649510327296, + 0.23751640937922278, + 0.23754045869358462, + 0.23757891022487013, + 0.2376319956494065, + 0.23769991010456798, + 0.23778281127579248, + 0.23788081861018254, + 0.23799401265889852, + 0.23812243454995752, + 0.2382660855924671, + 0.23842492701271847, + 0.23859887982199174, + 0.2387878248153491, + 0.2389916027001321, + 0.23921001435234848, + 0.23944282119859808, + 0.239689745720718, + 0.23995047207982417, + 0.24022464685602815, + 0.24051187989966163, + 0.24081174528949312, + 0.24112378239307156, + 0.2414474970240274, + 0.24178236269089595, + 0.242127821931803, + 0.24248328772915723, + 0.2428481449983434, + 0.24322175214429875, + 0.24360344267976827, + 0.24399252689900722, + 0.24438829360067332, + 0.2447900118537086, + 0.2451969328000243, + 0.24560829148794974, + 0.2460233087304572, + 0.2464411929823814, + 0.2468611422309591, + 0.2472823458942489, + 0.24770398672215066, + 0.2481252426950015, + 0.24854528891491878, + 0.2489632994853299, + 0.2493784493743524, + 0.24978991625794678, + 0.25019688233901605, + 0.2505985361388711, + 0.2509940742577271, + 0.25138270310113364, + 0.25176364056948025, + 0.25213611770793387, + 0.25249938031436875, + 0.2528526905030617, + 0.2531953282221024, + 0.2535265927226193, + 0.2538458039781102, + 0.2541523040522648, + 0.25444545841381305, + 0.2547246571970261, + 0.2549893164065854, + 0.2552388790656125, + 0.2554728163057178, + 0.2556906283979436, + 0.2558918457235634, + 0.25607602968365806, + 0.2562427735464718, + 0.25639170323149835, + 0.2565224780292947, + 0.2566347912559924, + 0.25672837084148414, + 0.2568029798502621, + 0.2568584169338799, + 0.256894516714014, + 0.2569111500951192, + 0.25690822450568673, + 0.2568856840671348, + 0.2568435096894185, + 0.2567817190924866, + 0.2567003667527822, + 0.25659954377407357, + 0.2564793776819873, + 0.2563400321417524, + 0.2561817065987721, + 0.2560046358418138, + 0.25580908948875825, + 0.25559537139504834, + 0.2553638189851703, + 0.2551148025077184, + 0.2548487242148435, + 0.2545660174671019, + 0.25426714576501663, + 0.2539526017089009, + 0.25362290588879816, + 0.25327860570665944, + 0.2529202741331808, + 0.25254850840202014, + 0.25216392864438825, + 0.2517671764673223, + 0.25135891347921974, + 0.2509398197665027, + 0.25051059232554185, + 0.25007194345422773, + 0.24962459910783147, + 0.2491692972240054, + 0.2487067860219905, + 0.2482378222812819, + 0.2477631696051577, + 0.24728359667461897, + 0.246799875498393, + 0.24631277966473522, + 0.24582308260079924, + 0.24533155584539895, + 0.24483896734092267, + 0.2443460797501576, + 0.24385364880368615, + 0.24336242168339559, + 0.24287313544751427, + 0.24238651550241086, + 0.24190327412616752, + 0.24142410904871306, + 0.24094970209304623, + 0.24048071788174818, + 0.24001780261269243, + 0.23956158290750323, + 0.23911266473593362, + 0.2386716324189554, + 0.2382390477129389, + 0.2378154489768786, + 0.23740135042416993, + 0.23699724146001808, + 0.23660358610507443, + 0.23622082250545456, + 0.23584936252882197, + 0.23548959144575382, + 0.23514186769515286, + 0.2348065227320096, + 0.23448386095538098, + 0.23417415971402047, + 0.23387766938666618, + 0.23359461353361333, + 0.23332518911580577, + 0.23306956677731827, + 0.23282789118679778, + 0.2326002814330837, + 0.23238683146999667, + 0.23218761060500523, + 0.23200266402628386, + 0.23183201336249393, + 0.23167565726947534, + 0.2315335720379253, + 0.23140571221607578, + 0.23129201124134516, + 0.2311923820749464, + 0.23110671783347733, + 0.2310348924116036, + 0.23097676109006524, + 0.2309321611233951, + 0.2309009123019357, + 0.2308828174829816, + 0.23087766308612595, + 0.2308852195482143, + 0.2309052417336356, + 0.23093746929603687, + 0.23098162698797747, + 0.23103742491542673, + 0.23110455873448862, + 0.2311827097881958, + 0.2312715451817152, + 0.23137071779482213, + 0.2314798662310201, + 0.23159861470323873, + 0.23172657285657067, + 0.231863335529091, + 0.23200848245233674, + 0.2321615778936007, + 0.23232217024274313, + 0.23248979154677146, + 0.2326639569959843, + 0.23284416436599767, + 0.23302989342046884, + 0.23322060527985242, + 0.2334157417619428, + 0.23361472470044267, + 0.233816955248168, + 0.234021813171896, + 0.2342286561461981, + 0.2344368190538966, + 0.23464561330105055, + 0.23485432615458973, + 0.23506222011089087, + 0.23526853230370778, + 0.23547247395995205, + 0.23567322991184422, + 0.23586995817391293, + 0.23606178959326432, + 0.23624782758140084, + 0.23642714793566963, + 0.23659879875820616, + 0.2367618004799242, + 0.2369151459967698, + 0.23705780092505738, + 0.237188703982253, + 0.2373067674990869, + 0.23741087806831607, + 0.237499897334889, + 0.23757266293161527, + 0.23762798956379372, + 0.23766467024553228, + 0.2376814776897518, + 0.23767716585311768, + 0.23765047163632524, + 0.23760011673936213, + 0.23752480967053927, + 0.2374232479072262, + 0.23729412020538004, + 0.23713610905409854, + 0.23694789327055904, + 0.23672815072986617, + 0.23647556122347796, + 0.23618880943905576, + 0.23586658805377955, + 0.23550760093237574, + 0.2351105664203618, + 0.2346742207222856, + 0.23419732135405175, + 0.2336786506577953, + 0.23311701936716045, + 0.23251127021030316, + 0.23186028153744612, + 0.2311629709593758, + 0.23041829898291666, + 0.22962527262908128, + 0.2287829490193747, + 0.22789043891554897, + 0.2269469101979881, + 0.22595159126788475, + 0.22490377435839207, + 0.22380281874005326, + 0.22264815380598993, + 0.221439282022586, + 0.22017578173173746, + 0.2188573097911258, + 0.21748360403945957, + 0.21605448557415627, + 0.21456986082954352, + 0.2130297234443336, + 0.2114341559078541, + 0.2097833309753043, + 0.20807751284315826, + 0.2063170580767306, + 0.20450241628285395, + 0.20263413052162205, + 0.2007128374521551, + 0.19873926720842053, + 0.19671424300221463, + 0.1946386804515226, + 0.19251358663360105, + 0.19034005886326494, + 0.18811928319800242, + 0.18585253267268537, + 0.1835411652677819, + 0.18118662161610627, + 0.17879042245425236, + 0.17635416582593813, + 0.1738795240455555, + 0.171368240431249, + 0.16882212581781555, + 0.16624305486068433, + 0.16363296214311063, + 0.16099383809956247, + 0.15832772476906673, + 0.15563671139298627, + 0.1529229298723691, + 0.1501885501005775, + 0.14743577518742518, + 0.14466683659148866, + 0.14188398917760442, + 0.13908950621684915, + 0.13628567434650973, + 0.1334747885076364, + 0.13065914687784214, + 0.12784104581693395 + ], + "yaxis": "y" + }, + { + "fill": "tozeroy", + "hovertemplate": "Synthetic
Frequency: %{y}", + "legendgroup": "Synthetic", + "marker": { + "color": "#01E0C9" + }, + "mode": "lines", + "name": "Synthetic", + "showlegend": true, + "type": "scatter", + "x": [ + -0.9811329597446362, + -0.9731768187599578, + -0.9652206777752794, + -0.957264536790601, + -0.9493083958059225, + -0.9413522548212441, + -0.9333961138365656, + -0.9254399728518873, + -0.9174838318672088, + -0.9095276908825304, + -0.901571549897852, + -0.8936154089131736, + -0.8856592679284951, + -0.8777031269438167, + -0.8697469859591382, + -0.8617908449744599, + -0.8538347039897815, + -0.845878563005103, + -0.8379224220204247, + -0.8299662810357462, + -0.8220101400510678, + -0.8140539990663893, + -0.8060978580817109, + -0.7981417170970325, + -0.7901855761123541, + -0.7822294351276757, + -0.7742732941429973, + -0.7663171531583188, + -0.7583610121736404, + -0.7504048711889619, + -0.7424487302042836, + -0.7344925892196051, + -0.7265364482349267, + -0.7185803072502484, + -0.7106241662655699, + -0.7026680252808915, + -0.694711884296213, + -0.6867557433115345, + -0.6787996023268562, + -0.6708434613421778, + -0.6628873203574994, + -0.654931179372821, + -0.6469750383881425, + -0.6390188974034641, + -0.6310627564187856, + -0.6231066154341072, + -0.6151504744494287, + -0.6071943334647504, + -0.5992381924800719, + -0.5912820514953936, + -0.5833259105107151, + -0.5753697695260367, + -0.5674136285413582, + -0.5594574875566798, + -0.5515013465720014, + -0.543545205587323, + -0.5355890646026445, + -0.5276329236179662, + -0.5196767826332878, + -0.5117206416486093, + -0.5037645006639309, + -0.4958083596792525, + -0.48785221869457407, + -0.4798960777098956, + -0.47193993672521717, + -0.46398379574053883, + -0.4560276547558604, + -0.44807151377118193, + -0.4401153727865035, + -0.43215923180182503, + -0.4242030908171467, + -0.41624694983246824, + -0.4082908088477898, + -0.40033466786311134, + -0.3923785268784329, + -0.38442238589375466, + -0.3764662449090762, + -0.36851010392439776, + -0.3605539629397193, + -0.35259782195504097, + -0.3446416809703625, + -0.33668553998568407, + -0.3287293990010056, + -0.32077325801632717, + -0.31281711703164883, + -0.3048609760469704, + -0.2969048350622919, + -0.2889486940776135, + -0.280992553092935, + -0.2730364121082567, + -0.26508027112357824, + -0.2571241301388998, + -0.24916798915422134, + -0.2412118481695429, + -0.23325570718486455, + -0.2252995662001861, + -0.21734342521550765, + -0.2093872842308293, + -0.20143114324615097, + -0.19347500226147252, + -0.18551886127679407, + -0.17756272029211562, + -0.16960657930743717, + -0.16165043832275883, + -0.15369429733808038, + -0.14573815635340193, + -0.13778201536872348, + -0.12982587438404503, + -0.12186973339936669, + -0.11391359241468824, + -0.10595745143000979, + -0.09800131044533134, + -0.09004516946065289, + -0.08208902847597455, + -0.0741328874912961, + -0.06617674650661765, + -0.058220605521939195, + -0.050264464537260745, + -0.042308323552582516, + -0.034352182567904066, + -0.026396041583225616, + -0.018439900598547165, + -0.010483759613868826, + -0.0025276186291903757, + 0.005428522355488075, + 0.013384663340166525, + 0.021340804324844975, + 0.029296945309523426, + 0.037253086294201876, + 0.045209227278880104, + 0.053165368263558554, + 0.061121509248237005, + 0.06907765023291546, + 0.0770337912175939, + 0.08498993220227236, + 0.09294607318695058, + 0.10090221417162926, + 0.10885835515630748, + 0.11681449614098616, + 0.12477063712566439, + 0.13272677811034284, + 0.14068291909502129, + 0.14863906007969974, + 0.1565952010643782, + 0.16455134204905664, + 0.17250748303373487, + 0.18046362401841354, + 0.18841976500309177, + 0.19637590598777044, + 0.20433204697244867, + 0.2122881879571269, + 0.22024432894180557, + 0.2282004699264838, + 0.23615661091116247, + 0.2441127518958407, + 0.25206889288051915, + 0.2600250338651976, + 0.26798117484987605, + 0.2759373158345543, + 0.28389345681923295, + 0.2918495978039112, + 0.29980573878858985, + 0.3077618797732681, + 0.3157180207579465, + 0.323674161742625, + 0.3316303027273034, + 0.3395864437119819, + 0.34754258469666033, + 0.35549872568133856, + 0.36345486666601723, + 0.37141100765069546, + 0.3793671486353739, + 0.38732328962005236, + 0.3952794306047306, + 0.40323557158940926, + 0.4111917125740875, + 0.41914785355876616, + 0.4271039945434444, + 0.43506013552812284, + 0.4430162765128013, + 0.45097241749747974, + 0.4589285584821582, + 0.46688469946683664, + 0.47484084045151487, + 0.48279698143619354, + 0.49075312242087177, + 0.49870926340555044, + 0.5066654043902287, + 0.5146215453749071, + 0.5225776863595856, + 0.530533827344264, + 0.5384899683289425, + 0.5464461093136209, + 0.5544022502982991, + 0.5623583912829776, + 0.570314532267656, + 0.5782706732523343, + 0.586226814237013, + 0.5941829552216912, + 0.6021390962063699, + 0.6100952371910481, + 0.6180513781757265, + 0.626007519160405, + 0.6339636601450834, + 0.6419198011297619, + 0.6498759421144403, + 0.6578320830991186, + 0.6657882240837972, + 0.6737443650684755, + 0.6817005060531541, + 0.6896566470378324, + 0.6976127880225108, + 0.7055689290071893, + 0.7135250699918677, + 0.7214812109765462, + 0.7294373519612244, + 0.7373934929459028, + 0.7453496339305813, + 0.7533057749152597, + 0.7612619158999382, + 0.7692180568846166, + 0.7771741978692949, + 0.7851303388539735, + 0.7930864798386518, + 0.8010426208233304, + 0.8089987618080087, + 0.8169549027926871, + 0.8249110437773656, + 0.832867184762044, + 0.8408233257467225, + 0.8487794667314009, + 0.8567356077160792, + 0.8646917487007578, + 0.872647889685436, + 0.8806040306701147, + 0.888560171654793, + 0.8965163126394712, + 0.9044724536241499, + 0.9124285946088281, + 0.9203847355935068, + 0.928340876578185, + 0.9362970175628634, + 0.9442531585475419, + 0.9522092995322203, + 0.9601654405168986, + 0.9681215815015772, + 0.9760777224862555, + 0.9840338634709341, + 0.9919900044556124, + 0.9999461454402908, + 1.0079022864249692, + 1.0158584274096478, + 1.023814568394326, + 1.0317707093790047, + 1.039726850363683, + 1.0476829913483612, + 1.0556391323330399, + 1.063595273317718, + 1.0715514143023963, + 1.079507555287075, + 1.0874636962717532, + 1.0954198372564319, + 1.1033759782411101, + 1.1113321192257888, + 1.119288260210467, + 1.1272444011951452, + 1.135200542179824, + 1.1431566831645026, + 1.1511128241491808, + 1.159068965133859, + 1.1670251061185373, + 1.1749812471032164, + 1.1829373880878946, + 1.1908935290725728, + 1.198849670057251, + 1.2068058110419297, + 1.2147619520266084, + 1.2227180930112866, + 1.2306742339959649, + 1.238630374980643, + 1.2465865159653218, + 1.2545426569500004, + 1.2624987979346787, + 1.270454938919357, + 1.2784110799040356, + 1.2863672208887138, + 1.2943233618733925, + 1.3022795028580707, + 1.3102356438427494, + 1.3181917848274276, + 1.3261479258121058, + 1.3341040667967845, + 1.3420602077814632, + 1.3500163487661414, + 1.3579724897508196, + 1.3659286307354979, + 1.373884771720177, + 1.3818409127048552, + 1.3897970536895334, + 1.3977531946742117, + 1.40570933565889, + 1.413665476643569, + 1.4216216176282472, + 1.4295777586129255, + 1.4375338995976037, + 1.4454900405822824, + 1.453446181566961, + 1.4614023225516393, + 1.4693584635363175, + 1.4773146045209962, + 1.4852707455056744, + 1.4932268864903526, + 1.5011830274750313, + 1.50913916845971, + 1.5170953094443882, + 1.5250514504290664, + 1.5330075914137447, + 1.5409637323984238, + 1.548919873383102, + 1.5568760143677802, + 1.5648321553524585, + 1.5727882963371367, + 1.5807444373218158, + 1.588700578306494, + 1.5966567192911723, + 1.6046128602758505, + 1.6125690012605292, + 1.6205251422452078, + 1.628481283229886, + 1.6364374242145643, + 1.644393565199243, + 1.6523497061839212, + 1.6603058471685999, + 1.668261988153278, + 1.6762181291379568, + 1.684174270122635, + 1.6921304111073132, + 1.7000865520919919, + 1.7080426930766706, + 1.7159988340613488, + 1.723954975046027, + 1.7319111160307052, + 1.739867257015384, + 1.7478233980000626, + 1.7557795389847408, + 1.763735679969419, + 1.7716918209540973, + 1.7796479619387764, + 1.7876041029234546, + 1.7955602439081328, + 1.803516384892811, + 1.8114725258774897, + 1.8194286668621684, + 1.8273848078468466, + 1.8353409488315249, + 1.8432970898162035, + 1.8512532308008818, + 1.8592093717855604, + 1.8671655127702387, + 1.8751216537549174, + 1.8830777947395956, + 1.8910339357242738, + 1.8989900767089525, + 1.9069462176936307, + 1.9149023586783094, + 1.9228584996629876, + 1.9308146406476658, + 1.9387707816323445, + 1.9467269226170232, + 1.9546830636017014, + 1.9626392045863796, + 1.9705953455710579, + 1.978551486555737, + 1.9865076275404152, + 1.9944637685250934, + 2.0024199095097717, + 2.0103760504944503, + 2.018332191479129, + 2.0262883324638072, + 2.0342444734484855, + 2.042200614433164, + 2.0501567554178424, + 2.058112896402521, + 2.0660690373871993, + 2.074025178371878, + 2.081981319356556, + 2.0899374603412344, + 2.097893601325913, + 2.1058497423105913, + 2.11380588329527, + 2.121762024279948, + 2.1297181652646264, + 2.1376743062493047, + 2.1456304472339838, + 2.153586588218662, + 2.1615427292033402, + 2.1694988701880185, + 2.1774550111726976, + 2.185411152157376, + 2.193367293142054, + 2.2013234341267323, + 2.209279575111411, + 2.217235716096089, + 2.225191857080768, + 2.233147998065446, + 2.2411041390501247, + 2.249060280034803, + 2.257016421019481, + 2.26497256200416, + 2.272928702988838, + 2.2808848439735168, + 2.288840984958195, + 2.296797125942873, + 2.304753266927552, + 2.3127094079122306, + 2.320665548896909, + 2.328621689881587, + 2.3365778308662652, + 2.3445339718509444, + 2.3524901128356226, + 2.360446253820301, + 2.368402394804979, + 2.3763585357896577, + 2.3843146767743364, + 2.3922708177590146, + 2.400226958743693, + 2.4081830997283715, + 2.4161392407130498, + 2.4240953816977284, + 2.4320515226824067, + 2.440007663667085, + 2.4479638046517636, + 2.455919945636442, + 2.4638760866211205, + 2.4718322276057987, + 2.4797883685904774, + 2.4877445095751556, + 2.495700650559834, + 2.5036567915445125, + 2.511612932529191, + 2.5195690735138694, + 2.5275252144985476, + 2.535481355483226, + 2.543437496467905, + 2.551393637452583, + 2.5593497784372614, + 2.5673059194219396, + 2.5752620604066183, + 2.583218201391297, + 2.591174342375975, + 2.5991304833606534, + 2.6070866243453317, + 2.6150427653300103, + 2.622998906314689, + 2.6309550472993672, + 2.6389111882840455, + 2.646867329268724, + 2.6548234702534024, + 2.662779611238081, + 2.6707357522227593, + 2.678691893207438, + 2.686648034192116, + 2.6946041751767944, + 2.702560316161473, + 2.7105164571461517, + 2.71847259813083, + 2.726428739115508, + 2.7343848801001864, + 2.7423410210848655, + 2.7502971620695438, + 2.758253303054222, + 2.7662094440389002, + 2.7741655850235785, + 2.7821217260082576, + 2.790077866992936, + 2.798034007977614, + 2.8059901489622923, + 2.813946289946971, + 2.8219024309316496, + 2.829858571916328, + 2.837814712901006, + 2.8457708538856847, + 2.853726994870363, + 2.861683135855041, + 2.86963927683972, + 2.8775954178243985, + 2.8855515588090768, + 2.893507699793755, + 2.9014638407784332, + 2.9094199817631123, + 2.9173761227477906, + 2.925332263732469, + 2.933288404717147, + 2.9412445457018253, + 2.9492006866865044, + 2.9571568276711826, + 2.965112968655861, + 2.973069109640539, + 2.9810252506252177, + 2.9889813916098964 + ], + "xaxis": "x", + "y": [ + 0.13193444094668316, + 0.13478803297727193, + 0.13763897012685328, + 0.14048514095349926, + 0.1433244431734264, + 0.14615478806903046, + 0.14897410483264067, + 0.15178034483077196, + 0.1545714857741745, + 0.15734553577958696, + 0.16010053730976936, + 0.16283457097914425, + 0.16554575921315184, + 0.16823226975030223, + 0.1708923189767877, + 0.1735241750844665, + 0.17612616104400253, + 0.17869665738593557, + 0.18123410478348348, + 0.18373700643189939, + 0.18620393022023565, + 0.188633510692408, + 0.19102445079544883, + 0.1933755234138711, + 0.1956855726900057, + 0.19795351513115367, + 0.20017834050529315, + 0.20235911252794608, + 0.20449496934365394, + 0.20658512380626678, + 0.20862886356298754, + 0.21062555094776622, + 0.2125746226902509, + 0.2144755894470366, + 0.2163280351624413, + 0.2181316162664452, + 0.2198860607177772, + 0.2215911669004262, + 0.22324680238207154, + 0.22485290254307655, + 0.2264094690848119, + 0.22791656842609126, + 0.22937432999650173, + 0.23078294443534703, + 0.23214266170480324, + 0.23345378912572842, + 0.23471668934437737, + 0.23593177823803083, + 0.23709952276729268, + 0.2382204387825129, + 0.23929508879148564, + 0.24032407969523523, + 0.24130806049838324, + 0.2422477200002042, + 0.24314378447216328, + 0.24399701532735435, + 0.24480820678691476, + 0.24557818354815628, + 0.2463077984588219, + 0.2469979302015694, + 0.24764948099247977, + 0.24826337429711726, + 0.24884055256741247, + 0.24938197500240425, + 0.24988861533566759, + 0.25036145965207357, + 0.2508015042363655, + 0.25120975345588664, + 0.2515872176797116, + 0.2519349112363123, + 0.25225385041183557, + 0.2525450514910286, + 0.2528095288427967, + 0.25304829305239257, + 0.2532623491022048, + 0.25345269460314906, + 0.2536203180786745, + 0.25376619730342564, + 0.25389129769862623, + 0.2539965707862909, + 0.2540829527043897, + 0.254151362785116, + 0.25420270219843416, + 0.2542378526630775, + 0.25425767522717146, + 0.25426300912063526, + 0.25425467068148727, + 0.2542334523581238, + 0.2542001217895714, + 0.25415542096563004, + 0.25410006546871516, + 0.2540347437990765, + 0.25396011678492275, + 0.25387681707880555, + 0.25378544874144876, + 0.25368658691396717, + 0.25358077757921477, + 0.2534685374127507, + 0.25335035372364945, + 0.2532266844851065, + 0.25309795845450445, + 0.2529645753823077, + 0.25282690630884636, + 0.2526852939477382, + 0.25254005315438527, + 0.2523914714776589, + 0.25223980979258054, + 0.2520853030114852, + 0.25192816087084885, + 0.25176856879068, + 0.25160668880305637, + 0.2514426605461474, + 0.2512766023197828, + 0.2511086121983841, + 0.250938769196862, + 0.2507671344848664, + 0.25059375264459127, + 0.25041865296717963, + 0.2502418507826252, + 0.25006334881795445, + 0.24988313857837832, + 0.24970120174603347, + 0.2495175115908849, + 0.24933203438834925, + 0.24914473083818464, + 0.2489555574792362, + 0.24876446809466388, + 0.24857141510234743, + 0.2483763509252612, + 0.24817922933671904, + 0.2479800067755156, + 0.24777864362613536, + 0.24757510545937322, + 0.24736936422887706, + 0.24716139941931817, + 0.2469511991420943, + 0.24673876117470217, + 0.2465240939401077, + 0.24630721742271425, + 0.24608816401773373, + 0.24586697931104506, + 0.24564372278684612, + 0.24541846846069096, + 0.2451913054357437, + 0.24496233838035897, + 0.2447316879253554, + 0.24449949097962975, + 0.24426590096301107, + 0.24403108795555015, + 0.24379523876268505, + 0.24355855689602426, + 0.243321262469731, + 0.24308359201279775, + 0.24284579819774663, + 0.2426081494865791, + 0.24237092969506668, + 0.24213443747674707, + 0.241898985728255, + 0.2416649009179056, + 0.24143252233968568, + 0.24120220129511308, + 0.2409743002056556, + 0.24074919165868067, + 0.24052725739016848, + 0.24030888720766, + 0.24009447785716928, + 0.23988443183805172, + 0.23967915617000404, + 0.23947906111666903, + 0.2392845588704758, + 0.23909606220359428, + 0.2389139830900588, + 0.23873873130430104, + 0.2385707130015066, + 0.23841032928535133, + 0.23825797476880953, + 0.23811403613384247, + 0.2379788906958532, + 0.23785290497887931, + 0.23773643330752486, + 0.23762981642166126, + 0.23753338011990527, + 0.23744743393786352, + 0.23737226986704588, + 0.23730816112027095, + 0.23725536094925725, + 0.23721410151992553, + 0.23718459285076507, + 0.23716702181938892, + 0.23716155124214533, + 0.237168319031395, + 0.23718743743472648, + 0.23721899236005958, + 0.23726304279021437, + 0.23731962029013695, + 0.23738872860954682, + 0.23747034338334222, + 0.23756441193163585, + 0.23767085316082182, + 0.23778955756658313, + 0.23792038733924328, + 0.2380631765713708, + 0.23821773156700826, + 0.23838383125139476, + 0.23856122767953497, + 0.23874964664144838, + 0.23894878836143027, + 0.23915832828818362, + 0.2393779179721635, + 0.23960718602607498, + 0.23984573916397958, + 0.2400931633140859, + 0.24034902479991294, + 0.24061287158415462, + 0.24088423456928107, + 0.2411626289486039, + 0.24144755560132272, + 0.24173850252484957, + 0.2420349462975565, + 0.24233635356499142, + 0.24264218254251307, + 0.2429518845272998, + 0.24326490541269175, + 0.2435806871978956, + 0.2438986694862053, + 0.24421829096503267, + 0.24453899086125622, + 0.2448602103656276, + 0.24518139402026637, + 0.24550199106358067, + 0.24582145672731798, + 0.24613925348082588, + 0.24645485221802713, + 0.24676773338304683, + 0.24707738803090173, + 0.24738331882013614, + 0.24768504093480068, + 0.24798208293365656, + 0.24827398752503607, + 0.24856031226628303, + 0.24884063018722463, + 0.24911453033765288, + 0.24938161825927554, + 0.24964151638311058, + 0.24989386435376446, + 0.25013831928248537, + 0.25037455593133073, + 0.250602266831176, + 0.25082116233668383, + 0.2510309706216826, + 0.2512314376187237, + 0.25142232690685234, + 0.2516034195518626, + 0.25177451390350136, + 0.25193542535423846, + 0.2520859860643329, + 0.25222604465798815, + 0.2523554658954309, + 0.25247413032570837, + 0.2525819339249814, + 0.2526787877249509, + 0.25276461743596373, + 0.25283936306914606, + 0.2529029785617215, + 0.252955431409434, + 0.25299670230972154, + 0.2530267848190078, + 0.25304568502714464, + 0.2530534212517259, + 0.25305002375460883, + 0.25303553448263194, + 0.2530100068341403, + 0.2529735054525231, + 0.2529261060476064, + 0.252867895245328, + 0.2527989704657616, + 0.2527194398291588, + 0.2526294220893206, + 0.2525290465932429, + 0.2524184532656692, + 0.2522977926168259, + 0.2521672257713468, + 0.25202692451611064, + 0.2518770713644616, + 0.25171785963407634, + 0.25154949353553, + 0.25137218826847274, + 0.2511861701221889, + 0.2509916765772149, + 0.25078895640462684, + 0.2505782697595848, + 0.2503598882656994, + 0.25013409508684714, + 0.2499011849830998, + 0.24966146434752828, + 0.24941525122077668, + 0.2491628752804311, + 0.24890467780238693, + 0.24864101159162058, + 0.24837224087997106, + 0.24809874118879308, + 0.24782089915457475, + 0.247539112315892, + 0.24725378886034446, + 0.24696534733039469, + 0.2466742162873471, + 0.24638083393296673, + 0.2460856476885669, + 0.24578911373165632, + 0.24549169649056551, + 0.24519386809771845, + 0.2448961078025197, + 0.24459890134507595, + 0.244302740292239, + 0.24400812133767172, + 0.24371554556789124, + 0.24342551769641566, + 0.24313854526835738, + 0.24285513783794277, + 0.2425758061216026, + 0.24230106112939298, + 0.24203141327760502, + 0.24176737148550645, + 0.24150944225920634, + 0.24125812876567906, + 0.24101392989998166, + 0.2407773393486976, + 0.2405488446526177, + 0.24032892627159197, + 0.24011805665445413, + 0.23991669931679122, + 0.23972530792927293, + 0.2395443254190912, + 0.2393741830869638, + 0.23921529974198472, + 0.23906808085646888, + 0.23893291774275988, + 0.2388101867538006, + 0.2387002485090919, + 0.23860344714748483, + 0.2385201096080577, + 0.2384505449401571, + 0.23839504364348693, + 0.23835387703896435, + 0.23832729667086375, + 0.2383155337406198, + 0.23831879857247543, + 0.23833728011102984, + 0.23837114545056498, + 0.23842053939591415, + 0.23848558405450257, + 0.2385663784590741, + 0.23866299822051792, + 0.23877549521012195, + 0.23890389727050165, + 0.23904820795438858, + 0.23920840629042506, + 0.23938444657505972, + 0.23957625818963033, + 0.2397837454417105, + 0.24000678742978238, + 0.2402452379303498, + 0.24049892530659206, + 0.2407676524377252, + 0.24105119666827682, + 0.24134930977653177, + 0.2416617179614802, + 0.2419881218476629, + 0.2423281965073959, + 0.242681591499924, + 0.2430479309271605, + 0.24342681350573608, + 0.24381781265519223, + 0.24422047660222687, + 0.2446343285010053, + 0.2450588665696261, + 0.2454935642429322, + 0.2459378703419267, + 0.24639120926013577, + 0.24685298116734272, + 0.24732256223117888, + 0.24779930485711, + 0.2482825379474353, + 0.248771567179936, + 0.24926567530687865, + 0.24976412247508517, + 0.25026614656783014, + 0.25077096356932316, + 0.25127776795256385, + 0.2517857330913349, + 0.2522940116971281, + 0.2528017362817415, + 0.25330801964631794, + 0.2538119553975304, + 0.2543126184916103, + 0.2548090658068839, + 0.2553003367454214, + 0.2557854538643954, + 0.256263423537668, + 0.25673323664809955, + 0.25719386931100796, + 0.25764428362917996, + 0.25808342847974947, + 0.25851024033325254, + 0.25892364410506763, + 0.25932255403944754, + 0.25970587462626554, + 0.2600725015505682, + 0.26042132267497664, + 0.2607512190549327, + 0.26106106598674633, + 0.2613497340883467, + 0.2616160904126198, + 0.261858999593153, + 0.26207732502217906, + 0.26226993006046834, + 0.2624356792788764, + 0.26257343973121655, + 0.2626820822580703, + 0.26276048282111414, + 0.26280752386748724, + 0.2628220957236592, + 0.26280309801820495, + 0.262749441132837, + 0.26266004768093754, + 0.2625338540127998, + 0.2623698117466489, + 0.2621668893244522, + 0.2619240735914001, + 0.2616403713978257, + 0.2613148112221985, + 0.2609464448136981, + 0.2605343488527097, + 0.2600776266274313, + 0.25957540972460624, + 0.25902685973221484, + 0.2584311699517573, + 0.25778756711757805, + 0.25709531312044664, + 0.2563537067324132, + 0.2555620853297211, + 0.2547198266103341, + 0.2538263503024086, + 0.25288111985979694, + 0.2518836441404458, + 0.25083347906331077, + 0.24973022923919694, + 0.2485735495706964, + 0.24736314681619323, + 0.24609878111270286, + 0.2447802674521254, + 0.2434074771053138, + 0.24198033898821392, + 0.2404988409641965, + 0.23896303107658665, + 0.2373730187053131, + 0.23572897564154952, + 0.23403113707418247, + 0.23227980248194458, + 0.23047533642509788, + 0.22861816923061093, + 0.2267087975648938, + 0.22474778488828775, + 0.22273576178570526, + 0.22067342616802238, + 0.21856154333910147, + 0.21640094592361603, + 0.21419253365119842, + 0.21193727299279821, + 0.20963619664557517, + 0.20729040286308573, + 0.20490105462803093, + 0.20246937866534737, + 0.19999666429397348, + 0.1974842621162273, + 0.19493358254431833, + 0.1923460941641728, + 0.18972332193739125, + 0.18706684524284253, + 0.18437829576006773, + 0.18165935519738163, + 0.17891175286824304, + 0.17613726312017988, + 0.17333770262123963, + 0.17051492750964642, + 0.1676708304130083, + 0.16480733734408842, + 0.16192640448080564, + 0.15903001483873536, + 0.15612017484498292, + 0.15319891082285383, + 0.15026826539726565, + 0.14733029383133064, + 0.1443870603049724, + 0.1414406341468215, + 0.13849308603099064, + 0.1355464841505934, + 0.13260289038012318, + 0.12966435643896243, + 0.12673292006842193 + ], + "yaxis": "y" + } + ], + "layout": { + "barmode": "overlay", + "font": { + "size": 18 + }, + "hovermode": "closest", + "legend": { + "traceorder": "reversed" + }, + "plot_bgcolor": "#F5F5F8", + "showlegend": true, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "heatmapgl": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmapgl" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "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, + "#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, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 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, + "#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 + } + } + }, + "title": {}, + "xaxis": { + "anchor": "y2", + "domain": [ + 0, + 1 + ], + "zeroline": false + }, + "yaxis": { + "anchor": "free", + "domain": [ + 0, + 1 + ], + "position": 0 + } + } + }, + "text/html": [ + "
" ] }, - "metadata": { - "needs_background": "light" + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "fill": "tozeroy", + "hovertemplate": "Real
Frequency: %{y}", + "legendgroup": "Real", + "marker": { + "color": "#000036" + }, + "mode": "lines", + "name": "Real", + "showlegend": true, + "type": "scatter", + "x": [ + -2.2412673400690726, + -2.227079342407625, + -2.2128913447461773, + -2.19870334708473, + -2.184515349423282, + -2.1703273517618347, + -2.1561393541003873, + -2.1419513564389394, + -2.127763358777492, + -2.113575361116044, + -2.0993873634545968, + -2.0851993657931494, + -2.0710113681317015, + -2.056823370470254, + -2.0426353728088062, + -2.028447375147359, + -2.014259377485911, + -2.0000713798244636, + -1.985883382163016, + -1.9716953845015683, + -1.957507386840121, + -1.9433193891786733, + -1.9291313915172257, + -1.914943393855778, + -1.9007553961943304, + -1.886567398532883, + -1.8723794008714354, + -1.8581914032099878, + -1.8440034055485401, + -1.8298154078870925, + -1.815627410225645, + -1.8014394125641975, + -1.7872514149027499, + -1.7730634172413022, + -1.7588754195798546, + -1.7446874219184072, + -1.7304994242569594, + -1.716311426595512, + -1.7021234289340643, + -1.6879354312726167, + -1.6737474336111693, + -1.6595594359497214, + -1.645371438288274, + -1.6311834406268264, + -1.6169954429653788, + -1.6028074453039312, + -1.5886194476424835, + -1.5744314499810361, + -1.5602434523195883, + -1.5460554546581409, + -1.5318674569966932, + -1.5176794593352456, + -1.5034914616737982, + -1.4893034640123506, + -1.475115466350903, + -1.4609274686894553, + -1.4467394710280077, + -1.4325514733665603, + -1.4183634757051125, + -1.404175478043665, + -1.3899874803822174, + -1.3757994827207698, + -1.3616114850593224, + -1.3474234873978748, + -1.3332354897364271, + -1.3190474920749793, + -1.3048594944135319, + -1.2906714967520843, + -1.2764834990906366, + -1.2622955014291892, + -1.2481075037677416, + -1.233919506106294, + -1.2197315084448463, + -1.205543510783399, + -1.191355513121951, + -1.1771675154605037, + -1.162979517799056, + -1.1487915201376087, + -1.1346035224761608, + -1.1204155248147134, + -1.1062275271532658, + -1.092039529491818, + -1.0778515318303705, + -1.063663534168923, + -1.0494755365074755, + -1.0352875388460276, + -1.0210995411845802, + -1.0069115435231326, + -0.9927235458616852, + -0.9785355482002374, + -0.9643475505387897, + -0.9501595528773423, + -0.9359715552158947, + -0.9217835575544471, + -0.9075955598929994, + -0.893407562231552, + -0.8792195645701042, + -0.8650315669086568, + -0.8508435692472092, + -0.8366555715857618, + -0.8224675739243139, + -0.8082795762628663, + -0.7940915786014189, + -0.7799035809399713, + -0.7657155832785236, + -0.751527585617076, + -0.7373395879556286, + -0.723151590294181, + -0.7089635926327333, + -0.6947755949712857, + -0.6805875973098381, + -0.6663995996483907, + -0.6522116019869428, + -0.6380236043254954, + -0.6238356066640478, + -0.6096476090026002, + -0.5954596113411526, + -0.5812716136797051, + -0.5670836160182575, + -0.5528956183568097, + -0.5387076206953623, + -0.5245196230339146, + -0.5103316253724672, + -0.4961436277110194, + -0.481955630049572, + -0.46776763238812435, + -0.45357963472667695, + -0.4393916370652291, + -0.4252036394037817, + -0.41101564174233407, + -0.3968276440808862, + -0.3826396464194388, + -0.3684516487579912, + -0.3542636510965438, + -0.34007565343509594, + -0.32588765577364853, + -0.3116996581122009, + -0.2975116604507535, + -0.28332366278930565, + -0.269135665127858, + -0.2549476674664106, + -0.24075966980496322, + -0.22657167214351537, + -0.21238367448206796, + -0.19819567682062011, + -0.1840076791591727, + -0.1698196814977253, + -0.15563168383627746, + -0.1414436861748296, + -0.12725568851338265, + -0.1130676908519348, + -0.09887969319048695, + -0.08469169552903955, + -0.0705036978675917, + -0.056315700206144736, + -0.04212770254469689, + -0.02793970488324904, + -0.013751707221801635, + 0.0004362904396457701, + 0.014624288101093619, + 0.028812285762541023, + 0.04300028342398887, + 0.05718828108543672, + 0.07137627874688368, + 0.08556427640833153, + 0.09975227406977893, + 0.11394027173122678, + 0.1281282693926742, + 0.1423162670541216, + 0.15650426471556944, + 0.1706922623770173, + 0.1848802600384647, + 0.1990682576999121, + 0.2132562553613595, + 0.22744425302280735, + 0.2416322506842552, + 0.25582024834570216, + 0.27000824600715, + 0.28419624366859786, + 0.29838424133004526, + 0.3125722389914931, + 0.3267602366529405, + 0.3409482343143879, + 0.35513623197583577, + 0.3693242296372832, + 0.3835122272987306, + 0.39770022496017843, + 0.41188822262162583, + 0.4260762202830737, + 0.44026421794452153, + 0.4544522156059685, + 0.46864021326741634, + 0.4828282109288642, + 0.4970162085903116, + 0.511204206251759, + 0.5253922039132064, + 0.5395802015746543, + 0.5537681992361021, + 0.5679561968975491, + 0.5821441945589969, + 0.5963321922204448, + 0.6105201898818922, + 0.62470818754334, + 0.638896185204787, + 0.6530841828662348, + 0.6672721805276827, + 0.6814601781891301, + 0.6956481758505775, + 0.7098361735120253, + 0.7240241711734727, + 0.7382121688349206, + 0.7524001664963684, + 0.7665881641578154, + 0.7807761618192632, + 0.7949641594807106, + 0.8091521571421585, + 0.8233401548036059, + 0.8375281524650533, + 0.8517161501265011, + 0.865904147787949, + 0.8800921454493964, + 0.8942801431108438, + 0.9084681407722912, + 0.9226561384337391, + 0.9368441360951869, + 0.9510321337566339, + 0.9652201314180817, + 0.9794081290795296, + 0.993596126740977, + 1.0077841244024248, + 1.0219721220638722, + 1.0361601197253196, + 1.0503481173867675, + 1.0645361150482149, + 1.0787241127096623, + 1.0929121103711101, + 1.1071001080325575, + 1.1212881056940054, + 1.1354761033554532, + 1.1496641010169002, + 1.163852098678348, + 1.178040096339796, + 1.1922280940012433, + 1.2064160916626907, + 1.220604089324138, + 1.234792086985586, + 1.2489800846470338, + 1.2631680823084808, + 1.2773560799699286, + 1.2915440776313765, + 1.3057320752928239, + 1.3199200729542717, + 1.3341080706157187, + 1.3482960682771665, + 1.3624840659386144, + 1.3766720636000618, + 1.3908600612615092, + 1.405048058922957, + 1.4192360565844044, + 1.4334240542458523, + 1.4476120519073001, + 1.461800049568747, + 1.475988047230195, + 1.4901760448916423, + 1.5043640425530902, + 1.5185520402145376, + 1.532740037875985, + 1.5469280355374329, + 1.5611160331988807, + 1.575304030860328, + 1.5894920285217755, + 1.603680026183223, + 1.6178680238446708, + 1.6320560215061186, + 1.6462440191675656, + 1.6604320168290134, + 1.6746200144904613, + 1.6888080121519087, + 1.7029960098133565, + 1.717184007474804, + 1.7313720051362513, + 1.7455600027976992, + 1.7597480004591461, + 1.7739359981205944, + 1.7881239957820418, + 1.8023119934434892, + 1.8164999911049367, + 1.830687988766385, + 1.8448759864278323, + 1.8590639840892798, + 1.8732519817507272, + 1.8874399794121746, + 1.901627977073622, + 1.9158159747350703, + 1.9300039723965177, + 1.944191970057965, + 1.9583799677194134, + 1.9725679653808608, + 1.9867559630423073, + 2.0009439607037556, + 2.015131958365203, + 2.0293199560266504, + 2.0435079536880987, + 2.057695951349546, + 2.0718839490109935, + 2.086071946672442, + 2.100259944333889, + 2.1144479419953357, + 2.128635939656783, + 2.1428239373182314, + 2.157011934979679, + 2.171199932641126, + 2.1853879303025745, + 2.199575927964022, + 2.2137639256254693, + 2.2279519232869176, + 2.242139920948364, + 2.2563279186098115, + 2.27051591627126, + 2.284703913932707, + 2.2988919115941546, + 2.313079909255603, + 2.3272679069170503, + 2.3414559045784977, + 2.355643902239946, + 2.3698318999013925, + 2.38401989756284, + 2.3982078952242873, + 2.4123958928857356, + 2.426583890547183, + 2.4407718882086304, + 2.4549598858700787, + 2.469147883531526, + 2.4833358811929735, + 2.497523878854421, + 2.5117118765158684, + 2.5258998741773158, + 2.540087871838764, + 2.5542758695002115, + 2.568463867161659, + 2.582651864823107, + 2.5968398624845546, + 2.611027860146002, + 2.6252158578074494, + 2.6394038554688968, + 2.653591853130344, + 2.6677798507917916, + 2.68196784845324, + 2.6961558461146873, + 2.7103438437761347, + 2.724531841437583, + 2.7387198390990304, + 2.752907836760477, + 2.767095834421925, + 2.7812838320833726, + 2.79547182974482, + 2.8096598274062683, + 2.8238478250677157, + 2.838035822729163, + 2.8522238203906114, + 2.866411818052059, + 2.8805998157135053, + 2.8947878133749536, + 2.908975811036401, + 2.9231638086978484, + 2.937351806359296, + 2.951539804020744, + 2.9657278016821915, + 2.979915799343639, + 2.994103797005087, + 3.0082917946665337, + 3.022479792327981, + 3.0366677899894294, + 3.050855787650877, + 3.0650437853123242, + 3.0792317829737725, + 3.09341978063522, + 3.1076077782966673, + 3.1217957759581156, + 3.135983773619562, + 3.1501717712810096, + 3.164359768942458, + 3.1785477666039053, + 3.1927357642653527, + 3.206923761926801, + 3.2211117595882484, + 3.2352997572496958, + 3.2494877549111423, + 3.2636757525725906, + 3.277863750234038, + 3.2920517478954854, + 3.3062397455569337, + 3.320427743218381, + 3.3346157408798285, + 3.3488037385412768, + 3.362991736202724, + 3.3771797338641707, + 3.391367731525619, + 3.4055557291870664, + 3.419743726848514, + 3.433931724509962, + 3.4481197221714095, + 3.462307719832857, + 3.476495717494305, + 3.4906837151557526, + 3.504871712817199, + 3.5190597104786465, + 3.533247708140095, + 3.547435705801542, + 3.5616237034629896, + 3.575811701124438, + 3.5899996987858853, + 3.6041876964473327, + 3.618375694108781, + 3.6325636917702275, + 3.646751689431675, + 3.6609396870931232, + 3.6751276847545706, + 3.689315682416018, + 3.7035036800774663, + 3.7176916777389137, + 3.731879675400361, + 3.7460676730618094, + 3.760255670723256, + 3.7744436683847034, + 3.7886316660461508, + 3.802819663707599, + 3.8170076613690465, + 3.831195659030494, + 3.845383656691942, + 3.8595716543533896, + 3.873759652014837, + 3.8879476496762844, + 3.9021356473377318, + 3.916323644999179, + 3.9305116426606275, + 3.944699640322075, + 3.9588876379835223, + 3.9730756356449706, + 3.987263633306418, + 4.001451630967866, + 4.015639628629312, + 4.029827626290761, + 4.044015623952207, + 4.058203621613655, + 4.072391619275104, + 4.08657961693655, + 4.1007676145979985, + 4.114955612259447, + 4.129143609920893, + 4.14333160758234, + 4.157519605243788, + 4.1717076029052365, + 4.185895600566683, + 4.200083598228131, + 4.21427159588958, + 4.228459593551026, + 4.242647591212474, + 4.256835588873923, + 4.271023586535369, + 4.2852115841968175, + 4.299399581858264, + 4.313587579519712, + 4.327775577181159, + 4.341963574842607, + 4.356151572504055, + 4.370339570165502, + 4.38452756782695, + 4.398715565488397, + 4.412903563149845, + 4.427091560811293, + 4.44127955847274, + 4.455467556134188, + 4.469655553795636, + 4.483843551457083, + 4.498031549118531, + 4.5122195467799795, + 4.526407544441426, + 4.5405955421028725, + 4.554783539764321, + 4.568971537425769, + 4.583159535087216, + 4.597347532748664, + 4.611535530410112, + 4.625723528071559, + 4.639911525733005, + 4.6540995233944535, + 4.668287521055902, + 4.682475518717348, + 4.696663516378797, + 4.710851514040245, + 4.7250395117016915, + 4.73922750936314, + 4.753415507024588, + 4.7676035046860346, + 4.781791502347483, + 4.795979500008929, + 4.810167497670378, + 4.824355495331826, + 4.8385434929932725 + ], + "xaxis": "x", + "y": [ + 0.001940039100255969, + 0.0019840050539678216, + 0.0020281639272303636, + 0.002073052722238571, + 0.002119268240655338, + 0.0021674606340897694, + 0.002218325646000227, + 0.0022725956541847147, + 0.0023310296556788945, + 0.0023944023665982044, + 0.0024634926374161284, + 0.002539071408587854, + 0.002621889451591807, + 0.002712665155735222, + 0.0028120726309160226, + 0.002920730400524634, + 0.003039190956505378, + 0.0031679314401098484, + 0.0033073456970410587, + 0.003457737934629095, + 0.003619318181668759, + 0.0037921997190052763, + 0.003976398611435933, + 0.004171835429698078, + 0.004378339206051802, + 0.004595653619162404, + 0.004823445354653482, + 0.005061314537915307, + 0.0053088070866377235, + 0.005565428783234154, + 0.005830660822967403, + 0.0061039765532790785, + 0.006384859084598548, + 0.006672819423715056, + 0.006967414758471642, + 0.007268266507783623, + 0.007575077744340981, + 0.007887649599197884, + 0.008205896267974598, + 0.00852985825759783, + 0.00885971354019357, + 0.009195786316536794, + 0.009538553134785537, + 0.009888646160337073, + 0.010246853448631145, + 0.010614116133536694, + 0.010991522508410673, + 0.01138029904372528, + 0.011781798452953999, + 0.012197484985760686, + 0.012628917192992075, + 0.01307772847006766, + 0.013545605742649802, + 0.014034266709564617, + 0.014545436101512576, + 0.01508082144893914, + 0.015642088877446357, + 0.016230839463387516, + 0.016848586685061537, + 0.017496735495678175, + 0.018176563522715582, + 0.01888920486439671, + 0.01963563690802458, + 0.02041667053736864, + 0.021232944028027362, + 0.022084920851842587, + 0.02297289152544208, + 0.023896979545555665, + 0.024857151356848736, + 0.02585323019884124, + 0.026884913579382306, + 0.027951794025620955, + 0.02905338267198951, + 0.030189135160925498, + 0.0313584792583489, + 0.03256084352456418, + 0.033795686334322575, + 0.035062524508990923, + 0.036360960810504626, + 0.037690709551951626, + 0.039051619603718016, + 0.040443694117053515, + 0.04186710634814009, + 0.04332221104415903, + 0.04480955094687936, + 0.0463298580768799, + 0.047884049580205965, + 0.04947321804625659, + 0.05109861633792902, + 0.052761637109279697, + 0.05446378731886296, + 0.05620665817517434, + 0.057991891071039005, + 0.059821140173336035, + 0.06169603243038208, + 0.06361812583921386, + 0.06558886687690219, + 0.06760954804232894, + 0.06968126647647191, + 0.07180488462955788, + 0.07398099392233223, + 0.07620988230650087, + 0.07849150656692232, + 0.08082547012658396, + 0.08321100701636852, + 0.08564697255706608, + 0.08813184117320999, + 0.09066371161960973, + 0.0932403197545947, + 0.09585905884177875, + 0.09851700720758105, + 0.10121096292776949, + 0.10393748506598627, + 0.10669294084356346, + 0.10947355798591742, + 0.11227548136922978, + 0.11509483298471133, + 0.11792777414895443, + 0.1207705688199443, + 0.12361964683113133, + 0.12647166583210703, + 0.1293235707249955, + 0.1321726494112871, + 0.13501658371467146, + 0.1378534944209615, + 0.1406819794754574, + 0.14350114449941698, + 0.14631062492843913, + 0.14911059923372214, + 0.1519017928589711, + 0.15468547268737484, + 0.1574634320403412, + 0.16023796639807442, + 0.16301184021692464, + 0.16578824539508252, + 0.16857075210200623, + 0.17136325283369536, + 0.17416990068165608, + 0.17699504290476178, + 0.17984315096764328, + 0.18271874825477727, + 0.185626336685203, + 0.18857032343870309, + 0.1915549489612811, + 0.1945842173477658, + 0.197661830105101, + 0.2007911241850668, + 0.20397501504400167, + 0.2072159453445584, + 0.21051583976581564, + 0.2138760662386046, + 0.21729740377815393, + 0.22078001695122562, + 0.22432343689449707, + 0.22792654869915077, + 0.23158758489658304, + 0.2353041247241289, + 0.23907309881881444, + 0.24289079898131288, + 0.2467528926703124, + 0.2506544419269246, + 0.2545899264861233, + 0.2585532709029953, + 0.2625378756006164, + 0.2665366518277664, + 0.2705420605923697, + 0.27454615570434315, + 0.2785406311134248, + 0.2825168727582936, + 0.28646601514812997, + 0.2903790028733334, + 0.2942466571860234, + 0.2980597477025453, + 0.30180906916011546, + 0.3054855230104368, + 0.3090802034584924, + 0.3125844873602177, + 0.31599012718514585, + 0.3192893460371828, + 0.32247493351713724, + 0.3255403410135256, + 0.3284797748326823, + 0.3312882854343513, + 0.3339618509327205, + 0.33649745296265177, + 0.33889314300229667, + 0.34114809729045653, + 0.34326265858213983, + 0.3452383631488412, + 0.347077951649148, + 0.3487853627660843, + 0.35036570882414314, + 0.3518252329531109, + 0.3531712477481707, + 0.35441205577555435, + 0.35555685267879755, + 0.3566156140403946, + 0.35759896753558984, + 0.3585180522676968, + 0.3593843674873112, + 0.36020961316178973, + 0.3610055250688408, + 0.3617837072332063, + 0.36255546460454907, + 0.36333163888600534, + 0.3641224503671201, + 0.3649373484944514, + 0.3657848737324489, + 0.3666725330325382, + 0.3676066909469355, + 0.3685924781044396, + 0.3696337184173387, + 0.3707328760215107, + 0.37189102257540196, + 0.37310782516717433, + 0.37438155471184315, + 0.37570911436940746, + 0.3770860871877834, + 0.37850680187633734, + 0.37996441535132225, + 0.38145101046657337, + 0.3829577071531248, + 0.3844747850405202, + 0.3859918155199949, + 0.3874978011339834, + 0.38898132013544034, + 0.3904306740517275, + 0.39183403610831735, + 0.3931795984144496, + 0.3944557158831892, + 0.3956510449494583, + 0.396754675259237, + 0.3977562526293233, + 0.39864609171842685, + 0.3994152770057609, + 0.40005575084214007, + 0.40056038752029643, + 0.4009230525055091, + 0.40113864617417583, + 0.4012031316263334, + 0.4011135463672049, + 0.40086799789151367, + 0.4004656434503283, + 0.39990665453107277, + 0.39919216683350556, + 0.39832421677373925, + 0.3973056657898863, + 0.3961401139511017, + 0.39483180458070893, + 0.39338552178765407, + 0.39180648295238185, + 0.3901002283276379, + 0.3882725099862533, + 0.3863291823721283, + 0.3842760966841888, + 0.382119001243825, + 0.3798634498640325, + 0.3775147200541931, + 0.3750777426614139, + 0.3725570442722302, + 0.36995670338393916, + 0.36728032101083496, + 0.36453100602655747, + 0.3617113751701311, + 0.3588235672708783, + 0.35586927088783843, + 0.35284976422347597, + 0.34976596587000297, + 0.3466184946891076, + 0.34340773692031934, + 0.34013391846614094, + 0.3367971802177904, + 0.33339765426615736, + 0.3299355388882756, + 0.32641117030784056, + 0.3228250893944627, + 0.3191781016837154, + 0.31547132936014766, + 0.3117062541384022, + 0.30788475029233087, + 0.3040091074070225, + 0.30008204275208017, + 0.2961067034849448, + 0.2920866591797605, + 0.2880258854307841, + 0.2839287394916427, + 0.2797999290766929, + 0.27564447556433613, + 0.27146767290245966, + 0.2672750435235929, + 0.2630722925344383, + 0.2588652613556442, + 0.2546598818594308, + 0.2504621318927098, + 0.24627799289057636, + 0.24211341008911608, + 0.23797425564718716, + 0.23386629479390808, + 0.22979515494102995, + 0.2257662975452884, + 0.22178499238187088, + 0.21785629380133784, + 0.2139850184919889, + 0.21017572425889974, + 0.20643268935906023, + 0.20275989199642835, + 0.19916098967697488, + 0.1956392982458113, + 0.19219777056919085, + 0.18883897497533694, + 0.18556507372117859, + 0.18237780189847075, + 0.1792784473241675, + 0.17626783206872826, + 0.17334629635581753, + 0.17051368561264404, + 0.16776934145845834, + 0.1651120973880775, + 0.16254027983792826, + 0.16005171521619108, + 0.15764374334014603, + 0.15531323755820545, + 0.1530566316481471, + 0.1508699533845127, + 0.14874886446532543, + 0.1466887062897506, + 0.14468455089247415, + 0.14273125617511387, + 0.14082352443676602, + 0.1389559631004091, + 0.13712314646338886, + 0.13531967727106445, + 0.13354024692354693, + 0.13177969317528196, + 0.13003305427329193, + 0.12829561859797986, + 0.12656296901505376, + 0.12483102131190414, + 0.12309605626956521, + 0.12135474510484005, + 0.11960416819895041, + 0.11784182720224107, + 0.11606565076285477, + 0.1142739942656356, + 0.11246563408176054, + 0.11063975691702299, + 0.10879594490591603, + 0.1069341571297091, + 0.10505470824088603, + 0.10315824485607268, + 0.10124572033833139, + 0.09931836853160604, + 0.09737767693969622, + 0.09542535976431248, + 0.0934633311361159, + 0.0914936787936597, + 0.08951863839163217, + 0.08754056855493637, + 0.08556192674124094, + 0.08358524593317365, + 0.08161311215283337, + 0.07964814277547472, + 0.07769296561502588, + 0.07575019875982845, + 0.07382243115048485, + 0.07191220391053811, + 0.07002199246230242, + 0.06815418948205312, + 0.06631108876869464, + 0.06449487011607709, + 0.06270758528988794, + 0.06095114521459845, + 0.059227308473961404, + 0.05753767122020156, + 0.05588365857298927, + 0.05426651757062144, + 0.05268731171389389, + 0.05114691711950881, + 0.049646020276092405, + 0.04818511737353783, + 0.046764515156763636, + 0.04538433323916199, + 0.0440445077996924, + 0.04274479658109377, + 0.04148478510494739, + 0.040263894021845825, + 0.039081387520905154, + 0.037936382731201056, + 0.03682786005713265, + 0.0357546743988533, + 0.03471556721638315, + 0.03370917940059565, + 0.03273406491488959, + 0.03178870516725978, + 0.03087152406324097, + 0.029980903675768385, + 0.02911520044872197, + 0.02827276182752189, + 0.027451943183682336, + 0.026651124872058906, + 0.025868729231210592, + 0.02510323731051841, + 0.024353205084188267, + 0.02361727889367, + 0.022894209847846837, + 0.02218286690585133, + 0.02148224837150371, + 0.020791491541719557, + 0.02010988027399379, + 0.019436850270000146, + 0.018771991912809177, + 0.01811505054319448, + 0.01746592411459698, + 0.016824658224890824, + 0.016191438584270006, + 0.015566581040343844, + 0.014950519341831645, + 0.014343790879045202, + 0.013747020690730593, + 0.013160904071071235, + 0.012586188146248626, + 0.012023652815740925, + 0.011474091468677956, + 0.010938291889595374, + 0.01041701776075501, + 0.00991099115011106, + 0.009420876345635555, + 0.008947265359045952, + 0.00849066537623986, + 0.00805148837942092, + 0.007630043108643562, + 0.007226529470081035, + 0.006841035436548475, + 0.006473536424495077, + 0.006123897072556888, + 0.005791875291446523, + 0.005477128404890664, + 0.005179221157740652, + 0.004897635331264838, + 0.004631780677702467, + 0.004381006866866492, + 0.004144616127089273, + 0.003921876261002886, + 0.0037120337231714203, + 0.0035143264608437, + 0.003327996240273855, + 0.0031523002081889967, + 0.002986521469975668, + 0.002829978501824082, + 0.0026820332521878885, + 0.002542097827265203, + 0.0024096396946003567, + 0.0022841853772420997, + 0.0021653226471809364, + 0.0020527012601698645, + 0.0019460323038121361, + 0.0018450862564496802, + 0.0017496898755584385, + 0.001659722050877901, + 0.00157510876936708, + 0.0014958173464390114, + 0.0014218500810655181, + 0.0013532374916614854, + 0.0012900312856389032, + 0.001232297208705669, + 0.0011801079109466912, + 0.0011335359560366738, + 0.001092647088146656, + 0.0010574938587219812, + 0.0010281097027664632, + 0.0010045035419258763, + 0.0009866549797941124, + 0.0009745101436487236, + 0.0009679782163492592, + 0.000966928692409857, + 0.0009711893832231377, + 0.0009805451879437224, + 0.000994737638474905, + 0.0010134652191578163, + 0.0010363844539529603, + 0.0010631117459600908, + 0.0010932259459083766, + 0.0011262716176768676, + 0.0011617629599472124, + 0.001199188333784835, + 0.0012380153363985298, + 0.0012776963517178556, + 0.001317674498989954, + 0.0013573898916218398, + 0.0013962861103082509, + 0.0014338167874378403, + 0.001469452194214549, + 0.0015026857182020965, + 0.0015330401173989903, + 0.0015600734377264208, + 0.0015833844841387772, + 0.0016026177415413901, + 0.0016174676503240939, + 0.0016276821524965899, + 0.0016330654379486048 + ], + "yaxis": "y" + }, + { + "fill": "tozeroy", + "hovertemplate": "Synthetic
Frequency: %{y}", + "legendgroup": "Synthetic", + "marker": { + "color": "#01E0C9" + }, + "mode": "lines", + "name": "Synthetic", + "showlegend": true, + "type": "scatter", + "x": [ + -2.4878284002638402, + -2.4728020334432945, + -2.4577756666227484, + -2.4427492998022027, + -2.4277229329816565, + -2.412696566161111, + -2.3976701993405647, + -2.382643832520019, + -2.367617465699473, + -2.352591098878927, + -2.337564732058381, + -2.3225383652378353, + -2.307511998417289, + -2.2924856315967435, + -2.2774592647761978, + -2.2624328979556516, + -2.247406531135106, + -2.2323801643145598, + -2.217353797494014, + -2.202327430673468, + -2.1873010638529222, + -2.172274697032376, + -2.1572483302118304, + -2.1422219633912842, + -2.1271955965707385, + -2.1121692297501924, + -2.0971428629296467, + -2.0821164961091005, + -2.067090129288555, + -2.052063762468009, + -2.037037395647463, + -2.0220110288269173, + -2.006984662006371, + -1.9919582951858255, + -1.9769319283652793, + -1.9619055615447336, + -1.9468791947241875, + -1.9318528279036418, + -1.9168264610830956, + -1.90180009426255, + -1.886773727442004, + -1.871747360621458, + -1.8567209938009122, + -1.8416946269803662, + -1.8266682601598203, + -1.8116418933392744, + -1.7966155265187287, + -1.7815891596981825, + -1.7665627928776366, + -1.7515364260570907, + -1.736510059236545, + -1.721483692415999, + -1.7064573255954532, + -1.691430958774907, + -1.6764045919543613, + -1.6613782251338154, + -1.6463518583132695, + -1.6313254914927238, + -1.6162991246721776, + -1.6012727578516317, + -1.5862463910310858, + -1.57122002421054, + -1.556193657389994, + -1.5411672905694482, + -1.526140923748902, + -1.5111145569283564, + -1.4960881901078105, + -1.4810618232872645, + -1.4660354564667186, + -1.4510090896461727, + -1.4359827228256268, + -1.4209563560050809, + -1.405929989184535, + -1.3909036223639892, + -1.3758772555434433, + -1.3608508887228974, + -1.3458245219023512, + -1.3307981550818053, + -1.3157717882612594, + -1.3007454214407137, + -1.2857190546201678, + -1.2706926877996219, + -1.255666320979076, + -1.24063995415853, + -1.225613587337984, + -1.2105872205174384, + -1.1955608536968922, + -1.1805344868763463, + -1.1655081200558004, + -1.1504817532352545, + -1.1354553864147086, + -1.1204290195941629, + -1.105402652773617, + -1.090376285953071, + -1.075349919132525, + -1.0603235523119792, + -1.045297185491433, + -1.0302708186708873, + -1.0152444518503414, + -1.0002180850297955, + -0.9851917182092496, + -0.9701653513887036, + -0.9551389845681579, + -0.940112617747612, + -0.9250862509270661, + -0.9100598841065202, + -0.895033517285974, + -0.8800071504654281, + -0.8649807836448824, + -0.8499544168243365, + -0.8349280500037906, + -0.8199016831832446, + -0.8048753163626987, + -0.7898489495421528, + -0.7748225827216071, + -0.7597962159010612, + -0.744769849080515, + -0.7297434822599691, + -0.7147171154394232, + -0.6996907486188773, + -0.6846643817983316, + -0.6696380149777856, + -0.6546116481572397, + -0.6395852813366938, + -0.6245589145161479, + -0.609532547695602, + -0.594506180875056, + -0.5794798140545101, + -0.5644534472339642, + -0.5494270804134183, + -0.5344007135928723, + -0.5193743467723266, + -0.5043479799517807, + -0.4893216131312348, + -0.47429524631068887, + -0.4592688794901427, + -0.444242512669597, + -0.4292161458490509, + -0.4141897790285052, + -0.39916341220795903, + -0.38413704538741333, + -0.36911067856686763, + -0.3540843117463215, + -0.3390579449257758, + -0.32403157810522965, + -0.30900521128468394, + -0.29397884446413824, + -0.2789524776435921, + -0.2639261108230464, + -0.24889974400250026, + -0.23387337718195456, + -0.21884701036140797, + -0.20382064354086227, + -0.18879427672031657, + -0.17376790989977042, + -0.15874154307922472, + -0.14371517625867858, + -0.12868880943813288, + -0.11366244261758718, + -0.09863607579704103, + -0.08360970897649533, + -0.06858334215594919, + -0.05355697533540349, + -0.03853060851485779, + -0.023504241694311645, + -0.008477874873765945, + 0.006548491946780199, + 0.0215748587673259, + 0.036601225587872044, + 0.051627592408417744, + 0.06665395922896344, + 0.08168032604951003, + 0.09670669287005573, + 0.11173305969060188, + 0.12675942651114758, + 0.14178579333169328, + 0.15681216015223942, + 0.17183852697278512, + 0.18686489379333127, + 0.20189126061387697, + 0.2169176274344231, + 0.2319439942549688, + 0.2469703610755145, + 0.26199672789606065, + 0.27702309471660636, + 0.2920494615371525, + 0.3070758283576982, + 0.3221021951782439, + 0.33712856199879004, + 0.35215492881933574, + 0.3671812956398819, + 0.38220766246042803, + 0.3972340292809742, + 0.4122603961015199, + 0.4272867629220656, + 0.4423131297426117, + 0.4573394965631574, + 0.47236586338370357, + 0.48739223020424927, + 0.502418597024795, + 0.5174449638453411, + 0.5324713306658868, + 0.547497697486433, + 0.5625240643069787, + 0.5775504311275244, + 0.5925767979480705, + 0.6076031647686162, + 0.6226295315891623, + 0.637655898409708, + 0.6526822652302542, + 0.6677086320507999, + 0.682734998871346, + 0.6977613656918922, + 0.7127877325124379, + 0.727814099332984, + 0.7428404661535297, + 0.7578668329740754, + 0.7728931997946216, + 0.7879195666151673, + 0.8029459334357134, + 0.8179723002562591, + 0.8329986670768053, + 0.848025033897351, + 0.8630514007178967, + 0.8780777675384428, + 0.8931041343589885, + 0.9081305011795346, + 0.9231568680000803, + 0.938183234820626, + 0.9532096016411722, + 0.9682359684617179, + 0.9832623352822645, + 0.9982887021028102, + 1.0133150689233559, + 1.028341435743902, + 1.0433678025644477, + 1.0583941693849939, + 1.0734205362055396, + 1.0884469030260857, + 1.1034732698466314, + 1.118499636667177, + 1.1335260034877233, + 1.148552370308269, + 1.163578737128815, + 1.1786051039493608, + 1.1936314707699065, + 1.2086578375904526, + 1.2236842044109983, + 1.2387105712315445, + 1.2537369380520902, + 1.2687633048726363, + 1.2837896716931825, + 1.2988160385137282, + 1.3138424053342743, + 1.32886877215482, + 1.3438951389753662, + 1.3589215057959119, + 1.3739478726164576, + 1.3889742394370037, + 1.4040006062575494, + 1.4190269730780956, + 1.4340533398986413, + 1.449079706719187, + 1.464106073539733, + 1.4791324403602788, + 1.494158807180825, + 1.5091851740013706, + 1.5242115408219172, + 1.5392379076424625, + 1.5542642744630086, + 1.5692906412835548, + 1.5843170081041, + 1.5993433749246462, + 1.6143697417451923, + 1.6293961085657385, + 1.6444224753862837, + 1.6594488422068299, + 1.674475209027376, + 1.6895015758479222, + 1.7045279426684674, + 1.7195543094890136, + 1.7345806763095597, + 1.749607043130105, + 1.764633409950651, + 1.7796597767711972, + 1.7946861435917434, + 1.8097125104122886, + 1.8247388772328348, + 1.839765244053381, + 1.8547916108739262, + 1.8698179776944723, + 1.8848443445150185, + 1.8998707113355637, + 1.9148970781561099, + 1.929923444976656, + 1.9449498117972022, + 1.9599761786177474, + 1.9750025454382936, + 1.9900289122588397, + 2.005055279079385, + 2.020081645899931, + 2.035108012720478, + 2.0501343795410243, + 2.0651607463615695, + 2.0801871131821157, + 2.095213480002662, + 2.110239846823207, + 2.1252662136437532, + 2.1402925804642994, + 2.1553189472848446, + 2.1703453141053908, + 2.185371680925937, + 2.200398047746483, + 2.2154244145670283, + 2.2304507813875745, + 2.2454771482081206, + 2.260503515028666, + 2.275529881849212, + 2.290556248669758, + 2.3055826154903043, + 2.3206089823108496, + 2.3356353491313957, + 2.350661715951942, + 2.365688082772487, + 2.3807144495930332, + 2.3957408164135794, + 2.4107671832341246, + 2.425793550054671, + 2.440819916875217, + 2.455846283695763, + 2.4708726505163083, + 2.4858990173368545, + 2.5009253841574006, + 2.515951750977946, + 2.530978117798492, + 2.546004484619038, + 2.5610308514395843, + 2.5760572182601296, + 2.5910835850806757, + 2.606109951901222, + 2.621136318721767, + 2.636162685542314, + 2.6511890523628603, + 2.6662154191834064, + 2.6812417860039517, + 2.696268152824498, + 2.711294519645044, + 2.7263208864655892, + 2.7413472532861354, + 2.7563736201066815, + 2.7713999869272268, + 2.786426353747773, + 2.801452720568319, + 2.816479087388865, + 2.8315054542094105, + 2.8465318210299566, + 2.8615581878505028, + 2.876584554671048, + 2.891610921491594, + 2.9066372883121403, + 2.9216636551326864, + 2.9366900219532317, + 2.951716388773778, + 2.966742755594324, + 2.9817691224148692, + 2.9967954892354154, + 3.0118218560559615, + 3.026848222876507, + 3.041874589697053, + 3.056900956517599, + 3.071927323338145, + 3.0869536901586905, + 3.1019800569792366, + 3.1170064237997828, + 3.132032790620328, + 3.147059157440874, + 3.1620855242614203, + 3.1771118910819665, + 3.1921382579025117, + 3.207164624723058, + 3.222190991543604, + 3.23721735836415, + 3.2522437251846963, + 3.2672700920052424, + 3.2822964588257886, + 3.297322825646334, + 3.31234919246688, + 3.327375559287426, + 3.3424019261079714, + 3.3574282929285175, + 3.3724546597490637, + 3.387481026569609, + 3.402507393390155, + 3.417533760210701, + 3.4325601270312474, + 3.4475864938517926, + 3.4626128606723388, + 3.477639227492885, + 3.49266559431343, + 3.5076919611339763, + 3.5227183279545224, + 3.5377446947750686, + 3.552771061595614, + 3.56779742841616, + 3.582823795236706, + 3.5978501620572514, + 3.6128765288777975, + 3.6279028956983437, + 3.642929262518889, + 3.657955629339435, + 3.672981996159981, + 3.6880083629805274, + 3.7030347298010726, + 3.7180610966216188, + 3.733087463442165, + 3.74811383026271, + 3.7631401970832563, + 3.7781665639038025, + 3.7931929307243486, + 3.808219297544894, + 3.82324566436544, + 3.838272031185987, + 3.8532983980065323, + 3.8683247648270784, + 3.8833511316476246, + 3.89837749846817, + 3.913403865288716, + 3.928430232109262, + 3.9434565989298083, + 3.9584829657503535, + 3.9735093325708997, + 3.988535699391446, + 4.003562066211991, + 4.018588433032537, + 4.033614799853083, + 4.0486411666736295, + 4.063667533494175, + 4.078693900314721, + 4.093720267135267, + 4.108746633955812, + 4.123773000776358, + 4.138799367596905, + 4.153825734417451, + 4.168852101237996, + 4.183878468058542, + 4.198904834879088, + 4.2139312016996335, + 4.22895756852018, + 4.243983935340726, + 4.259010302161271, + 4.274036668981817, + 4.289063035802363, + 4.3040894026229095, + 4.319115769443455, + 4.334142136264001, + 4.349168503084547, + 4.364194869905092, + 4.3792212367256385, + 4.394247603546185, + 4.409273970366731, + 4.424300337187276, + 4.439326704007823, + 4.454353070828369, + 4.469379437648914, + 4.484405804469461, + 4.499432171290007, + 4.514458538110552, + 4.529484904931098, + 4.544511271751644, + 4.55953763857219, + 4.574564005392736, + 4.589590372213282, + 4.604616739033828, + 4.619643105854373, + 4.634669472674919, + 4.6496958394954655, + 4.664722206316012, + 4.679748573136557, + 4.694774939957103, + 4.709801306777649, + 4.724827673598194, + 4.739854040418741, + 4.754880407239287, + 4.769906774059832, + 4.784933140880378, + 4.799959507700924, + 4.81498587452147, + 4.830012241342016, + 4.845038608162562, + 4.860064974983108, + 4.875091341803653, + 4.890117708624199, + 4.9051440754447455, + 4.920170442265292, + 4.935196809085837, + 4.950223175906383, + 4.965249542726929, + 4.9802759095474745, + 4.995302276368021, + 5.010328643188567 + ], + "xaxis": "x", + "y": [ + 0.00265266957866362, + 0.0027464118135426254, + 0.0028403822816744583, + 0.0029347259654212135, + 0.00302962617887406, + 0.003125302524136224, + 0.0032220080487005568, + 0.0033200256250038762, + 0.003419663587390996, + 0.003521250675661935, + 0.003625130348000618, + 0.0037316545392998717, + 0.003841176953619464, + 0.003954045991647468, + 0.004070597425470279, + 0.004191146943552929, + 0.004315982698412891, + 0.004445357997816531, + 0.004579484287171011, + 0.004718524575816736, + 0.004862587462797979, + 0.005011721918031093, + 0.005165912972220769, + 0.005325078463027703, + 0.0054890669755372585, + 0.005657657101752515, + 0.005830558126462718, + 0.006007412225363785, + 0.006187798235816102, + 0.006371237031362734, + 0.006557198498518155, + 0.0067451100789735, + 0.0069343668030259695, + 0.007124342701668584, + 0.007314403446458049, + 0.007503920029208595, + 0.007692283259010394, + 0.007878918823335862, + 0.008063302634346419, + 0.008244976162129899, + 0.008423561444530993, + 0.008598775459333007, + 0.008770443549411668, + 0.00893851160542386, + 0.009103056733606237, + 0.009264296167984422, + 0.009422594226027519, + 0.009578467153473496, + 0.009732585756330334, + 0.009885775774274816, + 0.010039016007953913, + 0.010193434271010701, + 0.010350301293901094, + 0.0105110227586367, + 0.010677129689483254, + 0.010850267462547403, + 0.011032183725558089, + 0.01122471553680337, + 0.01142977603834702, + 0.011649340973012517, + 0.01188543533737222, + 0.012140120434802877, + 0.012415481554741887, + 0.012713616458226107, + 0.013036624797631607, + 0.013386598542584977, + 0.013765613426822011, + 0.014175721374971398, + 0.014618943816463352, + 0.015097265748495651, + 0.015612630373462841, + 0.016166934110329968, + 0.016762021765509404, + 0.017399681647728312, + 0.018081640423413287, + 0.01880955753389257, + 0.019585019032232222, + 0.020409530744185795, + 0.021284510712426832, + 0.022211280943376988, + 0.023191058538637108, + 0.024224946355167074, + 0.025313923396773633, + 0.02645883519108406, + 0.02766038444817168, + 0.028919122326910997, + 0.030235440651043107, + 0.03160956541750856, + 0.03304155192423457, + 0.034531281813370916, + 0.03607846227982977, + 0.037682627635501835, + 0.03934314334896575, + 0.041059212601723134, + 0.04282988531825871, + 0.04465406954213521, + 0.04653054494759591, + 0.04845797819943174, + 0.050434939806633425, + 0.05245992206064321, + 0.05453135760938387, + 0.05664763819553001, + 0.05880713308281456, + 0.06100820670782647, + 0.06324923512622106, + 0.06552862087020005, + 0.06784480589643914, + 0.07019628237763169, + 0.07258160117324662, + 0.07499937790238369, + 0.0774482966299943, + 0.07992711126346001, + 0.08243464483600581, + 0.08496978692345267, + 0.08753148949864117, + 0.09011876157137699, + 0.09273066298955568, + 0.09536629778852358, + 0.09802480747086446, + 0.10070536457843828, + 0.1034071668841494, + 0.10612943248461265, + 0.1088713960190701, + 0.11163230617737385, + 0.11441142459344228, + 0.11720802615324712, + 0.12002140068076704, + 0.1228508559039265, + 0.1256957215473712, + 0.1285553543516081, + 0.13142914377969292, + 0.13431651814387827, + 0.13721695086559663, + 0.14012996657257487, + 0.14305514673616782, + 0.14599213455928214, + 0.14894063883961084, + 0.15190043655323973, + 0.1548713739291153, + 0.15785336581452072, + 0.16084639316501745, + 0.1638504985288256, + 0.166865779435213, + 0.16989237963913242, + 0.172930478220249, + 0.17598027658387563, + 0.17904198346429934, + 0.18211579808763728, + 0.1852018917113854, + 0.18830038782071984, + 0.1914113413262965, + 0.1945347171733313, + 0.19767036883510164, + 0.20081801722328618, + 0.20397723059981804, + 0.20714740611707622, + 0.2103277536419156, + 0.21351728253092486, + 0.21671479201634394, + 0.21991886583158585, + 0.22312787165023323, + 0.22633996583156268, + 0.22955310385882843, + 0.23276505672468703, + 0.23597343336336682, + 0.23917570905486987, + 0.24236925953722208, + 0.24555140036421558, + 0.2487194308448004, + 0.2518706817036136, + 0.25500256541775523, + 0.2581126280206659, + 0.2611986010274514, + 0.26425845203417064, + 0.2672904324825868, + 0.2702931210664882, + 0.27326546128922247, + 0.27620679176616975, + 0.2791168680001652, + 0.28199587454020664, + 0.28484442665987353, + 0.28766356095583295, + 0.290454714560883, + 0.2932196929811967, + 0.2959606268936532, + 0.2986799185655772, + 0.301380178874816, + 0.3040641562020023, + 0.3067346587286885, + 0.3093944718956582, + 0.3120462729470959, + 0.31469254460230633, + 0.3173354899530677, + 0.3199769506794006, + 0.3226183306095656, + 0.325260526523886, + 0.32790386792087495, + 0.33054806723446656, + 0.3331921817209768, + 0.3358345879329953, + 0.3384729693751155, + 0.3411043176039798, + 0.34372494670358567, + 0.34633052074665005, + 0.3489160935540595, + 0.35147615979575636, + 0.3540047162451177, + 0.3564953318107817, + 0.3589412248286618, + 0.3613353460045169, + 0.36367046535381253, + 0.36593926148887307, + 0.36813441164970034, + 0.370248680959396, + 0.3722750095014472, + 0.3742065959571285, + 0.37603697669930736, + 0.37776009940625865, + 0.3793703904282259, + 0.3808628153034934, + 0.38223293197372615, + 0.3834769363853552, + 0.3845917002814668, + 0.3855748010848418, + 0.38642454384691105, + 0.3871399752904706, + 0.3877208900079769, + 0.38816782889572915, + 0.3884820699112922, + 0.38866561124209686, + 0.38872114697240295, + 0.38865203533897097, + 0.3884622596776175, + 0.38815638218763365, + 0.38773949068220886, + 0.3872171385526371, + 0.3865952782534494, + 0.38588018871413815, + 0.3850783971994298, + 0.3841965962709471, + 0.3832415566446464, + 0.3822200368853565, + 0.3811386910263783, + 0.38000397534183256, + 0.37882205562591215, + 0.37759871643974874, + 0.37633927386720584, + 0.3750484933701165, + 0.37373051434679205, + 0.3723887829716083, + 0.37102599482604276, + 0.36964404872197515, + 0.36824401296699855, + 0.3668261051311765, + 0.36538968614842365, + 0.3639332693283412, + 0.36245454457157844, + 0.36095041778035686, + 0.3594170651430039, + 0.35785000165495134, + 0.35624416292674077, + 0.3545939990299736, + 0.352893578852694, + 0.3511367031835589, + 0.3493170245260248, + 0.34742817146538757, + 0.3454638752778639, + 0.3434180963857395, + 0.3412851482287077, + 0.339059816140423, + 0.3367374688913339, + 0.3343141606831505, + 0.3317867215547835, + 0.32915283438094545, + 0.3264110969085057, + 0.32356106757665215, + 0.32060329419855293, + 0.31753932493729975, + 0.3143717013794773, + 0.3111039338873509, + 0.30774045978640996, + 0.3042865853100252, + 0.3007484125682503, + 0.29713275312473464, + 0.29344703004627704, + 0.289699170526421, + 0.28589749137145526, + 0.2820505797691966, + 0.27816717183435913, + 0.27425603143727845, + 0.2703258317746535, + 0.26638504203351765, + 0.26244182133564004, + 0.2585039219340008, + 0.2545786033720661, + 0.25067255901798285, + 0.24679185605830184, + 0.2429418896889583, + 0.23912735188509046, + 0.2353522147760863, + 0.23161972830803979, + 0.22793243155210474, + 0.2242921767226516, + 0.220700164711218, + 0.21715699072704203, + 0.21366269846706606, + 0.21021684112051361, + 0.2068185474465883, + 0.20346659114790694, + 0.200159461794681, + 0.19689543563169737, + 0.19367264471674225, + 0.1904891429892347, + 0.1873429680446262, + 0.18423219758629258, + 0.18115499973474283, + 0.1781096765866145, + 0.1750947006262489, + 0.17210874379425387, + 0.16915069920496983, + 0.16621969567364026, + 0.16331510536097285, + 0.16043654496541382, + 0.15758387099071386, + 0.15475716968822126, + 0.15195674232074882, + 0.14918308641960532, + 0.14643687371098923, + 0.14371892537545777, + 0.14103018527789185, + 0.13837169176885442, + 0.1357445486148913, + 0.13314989556844026, + 0.13058887904047545, + 0.1280626232933022, + 0.1255722025289146, + 0.12311861421133634, + 0.12070275393010654, + 0.11832539208656673, + 0.11598715266447182, + 0.11368849433062629, + 0.11142969409846765, + 0.10921083377608794, + 0.1070317894083048, + 0.10489222390824163, + 0.10279158305564542, + 0.10072909501533156, + 0.0987037734984056, + 0.09671442465041202, + 0.09475965770387576, + 0.09283789937790066, + 0.09094741194517734, + 0.08908631481800794, + 0.087252609431362, + 0.08544420712449098, + 0.08365895964559197, + 0.08189469182895906, + 0.08014923592368463, + 0.07842046698999675, + 0.07670633872634205, + 0.07500491904973872, + 0.07331442472584605, + 0.07163325433526228, + 0.06996001886998776, + 0.0682935692794003, + 0.06663302032855128, + 0.0649777701925874, + 0.06332751528847935, + 0.06168225993738844, + 0.060042320555701544, + 0.058408324187460135, + 0.05678120131264867, + 0.05516217299140851, + 0.0535527325303795, + 0.05195462198067684, + 0.05036980389419045, + 0.04880042887281341, + 0.047248799541004166, + 0.04571733165324319, + 0.04420851311234372, + 0.042724861720598514, + 0.041268882512243366, + 0.039843025522122544, + 0.03844964483168657, + 0.03709095970003231, + 0.03576901853559387, + 0.03448566639479783, + 0.03324251660938471, + 0.03204092704645514, + 0.03088198139718579, + 0.029766475774375828, + 0.028694910778487043, + 0.027667489069650216, + 0.02668411836225109, + 0.02574441964210878, + 0.024847740296698603, + 0.023993171748888844, + 0.023179571096517932, + 0.022405586185732886, + 0.021669683486876715, + 0.02097017809893657, + 0.020305265182810995, + 0.01967305211512462, + 0.019071590662769505, + 0.018498908503110232, + 0.017953039454768845, + 0.017432051837663786, + 0.01693407444674232, + 0.016457319699585315, + 0.01600010360154528, + 0.015560862260927835, + 0.015138164778506116, + 0.014730722427928179, + 0.014337394133968371, + 0.01395718834184728, + 0.013589261450951193, + 0.013232913058415193, + 0.012887578320666535, + 0.012552817792951292, + 0.012228305147218923, + 0.011913813196998264, + 0.011609198673906218, + 0.01131438620436743, + 0.011029351927501001, + 0.010754107176761864, + 0.010488682619877085, + 0.010233113215194716, + 0.009987424299227386, + 0.009751619071520957, + 0.009525667690668661, + 0.009309498141001281, + 0.009102988974851478, + 0.00890596398186871, + 0.008718188786070755, + 0.00853936932440803, + 0.008369152118635079, + 0.00820712621605059, + 0.00805282664476117, + 0.007905739205876536, + 0.007765306408539326, + 0.007630934343786234, + 0.007502000289567145, + 0.007377860841270353, + 0.007257860369117361, + 0.007141339614987811, + 0.007027644255728064, + 0.006916133276868761, + 0.00680618701902037, + 0.006697214778171254, + 0.006588661859905305, + 0.006480016005522239, + 0.0063708131246542525, + 0.006260642283850191, + 0.006149149913519988, + 0.0060360432065318876, + 0.005921092690712017, + 0.005804133964719442, + 0.005685068592576651, + 0.005563864156920838, + 0.0054405534752499035, + 0.005315232987529957, + 0.005188060327951535, + 0.0050592510987672494, + 0.004929074870335014, + 0.004797850438953749, + 0.004665940382920261, + 0.004533744967442011, + 0.0044016954604656055, + 0.00427024693385681, + 0.004139870637310963, + 0.0040110460454053755, + 0.0038842526907735546, + 0.0037599619078868903, + 0.003638628621755619, + 0.0035206833234071775, + 0.003406524378710604, + 0.0032965108185104264, + 0.0031909557557364384, + 0.0030901205689132577, + 0.002994209981196234, + 0.0029033681497501666, + 0.0028176758621647987, + 0.0027371489150212237, + 0.0026617377251863094, + 0.0025913281975496315, + 0.0025257438444682583, + 0.0024647491229712543, + 0.0024080539266736942, + 0.0023553191412541714, + 0.002306163146143353, + 0.0022601691215901054, + 0.0022168930002751303, + 0.0021758718867811028, + 0.0021366327570242925, + 0.0020987012435747165, + 0.0020616103118447993, + 0.002024908636442744, + 0.0019881684964247826, + 0.001950993022431753, + 0.0019130226472950597 + ], + "yaxis": "y" + } + ], + "layout": { + "barmode": "overlay", + "font": { + "size": 18 + }, + "hovermode": "closest", + "legend": { + "traceorder": "reversed" + }, + "plot_bgcolor": "#F5F5F8", + "showlegend": true, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "heatmapgl": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmapgl" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "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, + "#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, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 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, + "#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 + } + } + }, + "title": {}, + "xaxis": { + "anchor": "y2", + "domain": [ + 0, + 1 + ], + "zeroline": false + }, + "yaxis": { + "anchor": "free", + "domain": [ + 0, + 1 + ], + "position": 0 + } + } + }, + "text/html": [ + "
" + ] }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "fill": "tozeroy", + "hovertemplate": "Real
Frequency: %{y}", + "legendgroup": "Real", + "marker": { + "color": "#000036" + }, + "mode": "lines", + "name": "Real", + "showlegend": true, + "type": "scatter", + "x": [ + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625 + ], + "xaxis": "x", + "y": [ + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608 + ], + "yaxis": "y" + }, + { + "fill": "tozeroy", + "hovertemplate": "Synthetic
Frequency: %{y}", + "legendgroup": "Synthetic", + "marker": { + "color": "#01E0C9" + }, + "mode": "lines", + "name": "Synthetic", + "showlegend": true, + "type": "scatter", + "x": [ + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625, + 0.3745401188473625 + ], + "xaxis": "x", + "y": [ + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608, + 5719295968104608 + ], + "yaxis": "y" + } + ], + "layout": { + "barmode": "overlay", + "font": { + "size": 18 + }, + "hovermode": "closest", + "legend": { + "traceorder": "reversed" + }, + "plot_bgcolor": "#F5F5F8", + "showlegend": true, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "heatmapgl": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmapgl" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "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, + "#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, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 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, + "#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 + } + } + }, + "title": {}, + "xaxis": { + "anchor": "y2", + "domain": [ + 0, + 1 + ], + "zeroline": false + }, + "yaxis": { + "anchor": "free", + "domain": [ + 0, + 1 + ], + "position": 0 + } + } + }, + "text/html": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "fill": "tozeroy", + "hovertemplate": "Real
Frequency: %{y}", + "legendgroup": "Real", + "marker": { + "color": "#000036" + }, + "mode": "lines", + "name": "Real", + "showlegend": true, + "type": "scatter", + "x": [ + 3.004642784066343, + 3.0209783896938465, + 3.03731399532135, + 3.0536496009488534, + 3.069985206576357, + 3.0863208122038603, + 3.102656417831364, + 3.1189920234588673, + 3.1353276290863707, + 3.151663234713874, + 3.1679988403413777, + 3.184334445968881, + 3.2006700515963846, + 3.217005657223888, + 3.2333412628513916, + 3.249676868478895, + 3.2660124741063985, + 3.282348079733902, + 3.2986836853614054, + 3.315019290988909, + 3.3313548966164124, + 3.347690502243916, + 3.3640261078714193, + 3.380361713498923, + 3.3966973191264263, + 3.41303292475393, + 3.4293685303814336, + 3.445704136008937, + 3.4620397416364406, + 3.478375347263944, + 3.4947109528914475, + 3.511046558518951, + 3.5273821641464544, + 3.543717769773958, + 3.5600533754014614, + 3.576388981028965, + 3.5927245866564683, + 3.609060192283972, + 3.6253957979114753, + 3.6417314035389787, + 3.658067009166482, + 3.6744026147939857, + 3.690738220421489, + 3.7070738260489926, + 3.723409431676496, + 3.7397450373039995, + 3.756080642931503, + 3.7724162485590065, + 3.78875185418651, + 3.8050874598140134, + 3.821423065441517, + 3.8377586710690204, + 3.854094276696524, + 3.8704298823240273, + 3.8867654879515308, + 3.9031010935790342, + 3.9194366992065377, + 3.935772304834041, + 3.9521079104615446, + 3.9684435160890486, + 3.984779121716552, + 4.0011147273440555, + 4.017450332971559, + 4.033785938599062, + 4.050121544226566, + 4.066457149854069, + 4.082792755481573, + 4.099128361109076, + 4.11546396673658, + 4.131799572364083, + 4.148135177991587, + 4.16447078361909, + 4.180806389246594, + 4.197141994874097, + 4.213477600501601, + 4.229813206129104, + 4.2461488117566075, + 4.262484417384111, + 4.2788200230116145, + 4.295155628639118, + 4.311491234266621, + 4.327826839894125, + 4.344162445521628, + 4.360498051149132, + 4.376833656776635, + 4.393169262404139, + 4.409504868031642, + 4.425840473659146, + 4.442176079286649, + 4.458511684914153, + 4.474847290541656, + 4.4911828961691596, + 4.507518501796663, + 4.5238541074241665, + 4.54018971305167, + 4.556525318679173, + 4.572860924306677, + 4.58919652993418, + 4.605532135561684, + 4.621867741189187, + 4.638203346816691, + 4.654538952444194, + 4.670874558071698, + 4.687210163699201, + 4.703545769326705, + 4.719881374954208, + 4.736216980581712, + 4.752552586209216, + 4.7688881918367185, + 4.785223797464223, + 4.8015594030917255, + 4.81789500871923, + 4.834230614346732, + 4.850566219974237, + 4.866901825601739, + 4.883237431229244, + 4.899573036856746, + 4.915908642484251, + 4.932244248111754, + 4.948579853739258, + 4.964915459366761, + 4.9812510649942645, + 4.997586670621768, + 5.0139222762492714, + 5.030257881876775, + 5.046593487504278, + 5.062929093131782, + 5.079264698759285, + 5.095600304386789, + 5.111935910014292, + 5.128271515641796, + 5.144607121269299, + 5.160942726896803, + 5.177278332524306, + 5.19361393815181, + 5.209949543779313, + 5.2262851494068165, + 5.24262075503432, + 5.2589563606618235, + 5.275291966289327, + 5.29162757191683, + 5.307963177544334, + 5.324298783171837, + 5.340634388799341, + 5.356969994426844, + 5.373305600054348, + 5.389641205681851, + 5.405976811309355, + 5.422312416936858, + 5.438648022564362, + 5.454983628191865, + 5.471319233819369, + 5.487654839446872, + 5.5039904450743755, + 5.520326050701879, + 5.5366616563293825, + 5.552997261956886, + 5.569332867584389, + 5.585668473211893, + 5.602004078839396, + 5.6183396844669, + 5.634675290094403, + 5.651010895721907, + 5.66734650134941, + 5.683682106976914, + 5.700017712604417, + 5.716353318231921, + 5.732688923859424, + 5.7490245294869275, + 5.765360135114431, + 5.7816957407419345, + 5.798031346369438, + 5.814366951996941, + 5.830702557624445, + 5.847038163251948, + 5.863373768879452, + 5.879709374506955, + 5.896044980134459, + 5.912380585761962, + 5.928716191389466, + 5.945051797016969, + 5.961387402644473, + 5.977723008271976, + 5.99405861389948, + 6.010394219526983, + 6.0267298251544865, + 6.04306543078199, + 6.0594010364094935, + 6.075736642036997, + 6.0920722476645, + 6.108407853292004, + 6.124743458919507, + 6.141079064547011, + 6.157414670174514, + 6.173750275802018, + 6.190085881429521, + 6.206421487057025, + 6.222757092684528, + 6.239092698312032, + 6.255428303939535, + 6.2717639095670386, + 6.288099515194542, + 6.3044351208220455, + 6.320770726449549, + 6.337106332077052, + 6.353441937704556, + 6.369777543332059, + 6.386113148959563, + 6.402448754587066, + 6.41878436021457, + 6.435119965842073, + 6.451455571469577, + 6.46779117709708, + 6.484126782724584, + 6.500462388352088, + 6.516797993979591, + 6.533133599607094, + 6.5494692052345975, + 6.565804810862102, + 6.5821404164896045, + 6.598476022117108, + 6.614811627744611, + 6.631147233372116, + 6.647482838999618, + 6.663818444627122, + 6.680154050254626, + 6.69648965588213, + 6.712825261509632, + 6.729160867137136, + 6.74549647276464, + 6.7618320783921435, + 6.778167684019646, + 6.79450328964715, + 6.810838895274654, + 6.827174500902157, + 6.84351010652966, + 6.859845712157164, + 6.876181317784668, + 6.892516923412171, + 6.908852529039674, + 6.925188134667178, + 6.941523740294682, + 6.957859345922185, + 6.974194951549688, + 6.990530557177192, + 7.0068661628046955, + 7.023201768432199, + 7.0395373740597025, + 7.055872979687206, + 7.072208585314709, + 7.088544190942213, + 7.104879796569716, + 7.12121540219722, + 7.137551007824723, + 7.153886613452227, + 7.17022221907973, + 7.186557824707234, + 7.202893430334737, + 7.219229035962241, + 7.235564641589744, + 7.2519002472172485, + 7.268235852844751, + 7.2845714584722545, + 7.300907064099758, + 7.3172426697272615, + 7.333578275354765, + 7.349913880982268, + 7.366249486609773, + 7.382585092237276, + 7.398920697864779, + 7.415256303492282, + 7.431591909119786, + 7.447927514747289, + 7.464263120374793, + 7.480598726002296, + 7.4969343316298005, + 7.513269937257304, + 7.5296055428848065, + 7.54594114851231, + 7.5622767541398135, + 7.578612359767317, + 7.59494796539482, + 7.611283571022325, + 7.627619176649828, + 7.643954782277332, + 7.660290387904834, + 7.676625993532338, + 7.692961599159841, + 7.709297204787345, + 7.725632810414849, + 7.7419684160423525, + 7.758304021669856, + 7.7746396272973595, + 7.790975232924862, + 7.8073108385523655, + 7.823646444179869, + 7.8399820498073725, + 7.856317655434877, + 7.87265326106238, + 7.888988866689884, + 7.905324472317387, + 7.92166007794489, + 7.937995683572393, + 7.954331289199897, + 7.970666894827401, + 7.987002500454905, + 8.003338106082408, + 8.019673711709912, + 8.036009317337415, + 8.052344922964917, + 8.06868052859242, + 8.085016134219925, + 8.101351739847429, + 8.117687345474932, + 8.134022951102436, + 8.15035855672994, + 8.166694162357443, + 8.183029767984944, + 8.199365373612448, + 8.215700979239953, + 8.232036584867457, + 8.24837219049496, + 8.264707796122464, + 8.281043401749967, + 8.29737900737747, + 8.313714613004972, + 8.330050218632477, + 8.34638582425998, + 8.362721429887484, + 8.379057035514988, + 8.395392641142491, + 8.411728246769995, + 8.428063852397498, + 8.444399458025002, + 8.460735063652505, + 8.477070669280009, + 8.493406274907512, + 8.509741880535016, + 8.526077486162519, + 8.542413091790023, + 8.558748697417526, + 8.57508430304503, + 8.591419908672533, + 8.607755514300036, + 8.62409111992754, + 8.640426725555043, + 8.656762331182547, + 8.67309793681005, + 8.689433542437556, + 8.705769148065057, + 8.72210475369256, + 8.738440359320064, + 8.754775964947568, + 8.771111570575071, + 8.787447176202575, + 8.80378278183008, + 8.820118387457583, + 8.836453993085085, + 8.852789598712588, + 8.869125204340092, + 8.885460809967595, + 8.901796415595099, + 8.918132021222602, + 8.934467626850108, + 8.950803232477611, + 8.967138838105113, + 8.983474443732616, + 8.99981004936012, + 9.016145654987623, + 9.032481260615127, + 9.048816866242632, + 9.065152471870135, + 9.081488077497639, + 9.09782368312514, + 9.114159288752644, + 9.130494894380147, + 9.14683050000765, + 9.163166105635156, + 9.17950171126266, + 9.195837316890163, + 9.212172922517667, + 9.228508528145168, + 9.244844133772672, + 9.261179739400175, + 9.277515345027679, + 9.293850950655184, + 9.310186556282687, + 9.32652216191019, + 9.342857767537694, + 9.359193373165196, + 9.3755289787927, + 9.391864584420203, + 9.408200190047708, + 9.424535795675212, + 9.440871401302715, + 9.457207006930219, + 9.473542612557722, + 9.489878218185224, + 9.506213823812727, + 9.522549429440232, + 9.538885035067736, + 9.55522064069524, + 9.571556246322743, + 9.587891851950246, + 9.60422745757775, + 9.620563063205251, + 9.636898668832757, + 9.65323427446026, + 9.669569880087764, + 9.685905485715267, + 9.70224109134277, + 9.718576696970274, + 9.734912302597778, + 9.75124790822528, + 9.767583513852784, + 9.783919119480288, + 9.800254725107791, + 9.816590330735295, + 9.832925936362798, + 9.849261541990302, + 9.865597147617805, + 9.881932753245309, + 9.898268358872812, + 9.914603964500316, + 9.93093957012782, + 9.947275175755323, + 9.963610781382826, + 9.97994638701033, + 9.996281992637833, + 10.012617598265336, + 10.02895320389284, + 10.045288809520343, + 10.061624415147847, + 10.07796002077535, + 10.094295626402854, + 10.110631232030357, + 10.12696683765786, + 10.143302443285364, + 10.159638048912868, + 10.175973654540371, + 10.192309260167875, + 10.208644865795378, + 10.224980471422882, + 10.241316077050385, + 10.257651682677889, + 10.273987288305392, + 10.290322893932895, + 10.306658499560399, + 10.322994105187902, + 10.339329710815406, + 10.35566531644291, + 10.372000922070413, + 10.388336527697916, + 10.40467213332542, + 10.421007738952923, + 10.437343344580427, + 10.45367895020793, + 10.470014555835434, + 10.486350161462937, + 10.50268576709044, + 10.519021372717944, + 10.535356978345447, + 10.551692583972951, + 10.568028189600454, + 10.584363795227958, + 10.600699400855461, + 10.617035006482965, + 10.633370612110468, + 10.649706217737972, + 10.666041823365475, + 10.682377428992979, + 10.698713034620482, + 10.715048640247986, + 10.73138424587549, + 10.747719851502993, + 10.764055457130496, + 10.780391062758, + 10.796726668385503, + 10.813062274013006, + 10.82939787964051, + 10.845733485268013, + 10.862069090895517, + 10.87840469652302, + 10.894740302150524, + 10.911075907778027, + 10.92741151340553, + 10.943747119033034, + 10.960082724660538, + 10.976418330288041, + 10.992753935915545, + 11.009089541543048, + 11.025425147170552, + 11.041760752798055, + 11.058096358425558, + 11.074431964053062, + 11.090767569680565, + 11.107103175308069, + 11.123438780935572, + 11.139774386563076, + 11.15610999219058 + ], + "xaxis": "x", + "y": [ + 0.4477435119824234, + 0.4677649263020875, + 0.48717704969850634, + 0.5058635968375296, + 0.523715321325973, + 0.5406315438968395, + 0.556521514533959, + 0.5713055794633694, + 0.5849161295709343, + 0.5972983130636348, + 0.6084105018362355, + 0.618224507786811, + 0.6267255519963738, + 0.6339119960159917, + 0.6397948502787295, + 0.6443970796953997, + 0.6477527306633271, + 0.6499059069203905, + 0.650909623862239, + 0.6508245721033461, + 0.6497178212393253, + 0.6476614940329717, + 0.6447314397047077, + 0.6410059327884639, + 0.6365644212599622, + 0.6314863445065683, + 0.6258500383361386, + 0.6197317407574017, + 0.6132047088339481, + 0.6063384536255809, + 0.5991980971714017, + 0.5918438527013683, + 0.5843306268273187, + 0.5767077403787485, + 0.5690187628119588, + 0.5613014537169104, + 0.5535878038455543, + 0.5459041672521878, + 0.5382714755304738, + 0.5307055247127856, + 0.523217325128613, + 0.5158135043678244, + 0.5084967534371513, + 0.5012663062173393, + 0.4941184424148269, + 0.48704700435387926, + 0.48004391817646647, + 0.4730997103164416, + 0.4662040105020264, + 0.45934603302752497, + 0.45251502863079984, + 0.44570070002378287, + 0.4388935749506148, + 0.43208533158812956, + 0.4252690721460586, + 0.418439541653418, + 0.4115932901108871, + 0.40472877741961283, + 0.39784642173384005, + 0.39094859309490926, + 0.38403955535319667, + 0.37712536043952455, + 0.3702136999775967, + 0.3633137200075989, + 0.35643580519703794, + 0.3495913393334075, + 0.34279244911675855, + 0.3360517382985286, + 0.32938201905331554, + 0.3227960471367147, + 0.31630626689519703, + 0.3099245715783011, + 0.3036620836879568, + 0.29752895931521783, + 0.29153421959217324, + 0.2856856115563338, + 0.2799894999136331, + 0.2744507904179563, + 0.26907288487843944, + 0.2638576671741388, + 0.25880551910678834, + 0.2539153644585988, + 0.2491847392409042, + 0.24460988581421686, + 0.24018586832140018, + 0.23590670669166344, + 0.23176552633213654, + 0.22775472051472756, + 0.22386612237949674, + 0.22009118340545256, + 0.21642115514230392, + 0.21284727095272346, + 0.2093609244881203, + 0.2059538416187765, + 0.20261824257100017, + 0.19934699110033957, + 0.19613372766205564, + 0.19297298373797403, + 0.1898602747505043, + 0.18679216934484003, + 0.18376633324998956, + 0.18078154643466188, + 0.17783769284680367, + 0.17493572265281496, + 0.17207758755719604, + 0.1692661504652595, + 0.1665050714279962, + 0.16379867245554314, + 0.1611517843804052, + 0.15856957947149333, + 0.15605739392563975, + 0.15362054467839129, + 0.15126414516889372, + 0.1489929247573628, + 0.14681105642594364, + 0.14472199719725334, + 0.14272834538666682, + 0.1408317183754328, + 0.13903265406611262, + 0.13733053857617045, + 0.13572356205799302, + 0.13420870382308583, + 0.13278174721391642, + 0.1314373239275394, + 0.13016898676869942, + 0.1289693091134068, + 0.12783000871252745, + 0.12674209287293092, + 0.12569602153392545, + 0.12468188432043871, + 0.12368958731155158, + 0.12270904502185044, + 0.12173037296030119, + 0.12074407611161832, + 0.11974122878097553, + 0.11871364145436734, + 0.11765401065122469, + 0.1165560481772114, + 0.11541458671436276, + 0.11422565930056551, + 0.11298655093524719, + 0.11169582128460435, + 0.1103532982268828, + 0.10896004275345453, + 0.10751828650111096, + 0.10603134391138679, + 0.10450350167109523, + 0.10293988866374001, + 0.10134633013600104, + 0.09972919014274534, + 0.0980952065677956, + 0.09645132312063531, + 0.09480452268072227, + 0.09316166620540774, + 0.09152934114327772, + 0.08991372291477835, + 0.08832045255210004, + 0.08675453304884016, + 0.08522024637671906, + 0.08372109250198749, + 0.08225975109824031, + 0.08083806602416124, + 0.07945705203163156, + 0.07811692260678815, + 0.07681713733672067, + 0.07555646674766554, + 0.07433307218429674, + 0.07314459799916843, + 0.07198827309945954, + 0.07086101875599608, + 0.06975955951658173, + 0.06868053408020947, + 0.06762060307792962, + 0.06657655086637028, + 0.06554537866664248, + 0.06452438666937264, + 0.06351124306977252, + 0.06250403838792686, + 0.06150132386073507, + 0.06050213315391263, + 0.059505987124691975, + 0.05851288185674222, + 0.057523260675734225, + 0.056537971323534636, + 0.05555820990743818, + 0.054585453634438355, + 0.05362138467619409, + 0.052667807776181894, + 0.05172656439645165, + 0.05079944629969916, + 0.04988811146820039, + 0.04899400517290818, + 0.04811828882557492, + 0.04726177897954943, + 0.0464248984997542, + 0.04560764151123318, + 0.04480955327321756, + 0.04402972562852305, + 0.043266808164295574, + 0.042519034708164725, + 0.041784264291999065, + 0.041060035260870195, + 0.04034363080289619, + 0.03963215383931455, + 0.03892260895350064, + 0.038211988859511874, + 0.0374973628185327, + 0.03677596440533956, + 0.03604527610336821, + 0.035303108359989746, + 0.03454767095446967, + 0.03377763480906636, + 0.03299218269660216, + 0.03219104765251025, + 0.03137453827239042, + 0.03054355045432015, + 0.029699565516097693, + 0.028844634969954146, + 0.02798135256126371, + 0.027112814465399756, + 0.0262425687820307, + 0.025374555664771807, + 0.024513039574131566, + 0.02366253524299491, + 0.02282772899808869, + 0.022013397091169635, + 0.021224322664524457, + 0.02046521291223989, + 0.019740617907698106, + 0.0190548524553152, + 0.018411922197102127, + 0.017815455068276496, + 0.01726863905637638, + 0.01677416707973605, + 0.016334189667350694, + 0.015950275995477617, + 0.01562338371796828, + 0.01535383791728328, + 0.015141319400304299, + 0.014984862465422442, + 0.01488286217228086, + 0.014833091049968921, + 0.01483272508035732, + 0.014878378687912499, + 0.014966148353677405, + 0.015091664348058491, + 0.01525014994473381, + 0.01543648733787974, + 0.015645289339935326, + 0.015870975791616206, + 0.01610785347543722, + 0.016350198195179157, + 0.016592337573747024, + 0.016828733038117216, + 0.017054059409673018, + 0.017263280507487246, + 0.01745171920604164, + 0.01761512047074067, + 0.017749706025538946, + 0.017852219485855563, + 0.0179199610130223, + 0.017950810807693812, + 0.017943241050588702, + 0.017896316209381192, + 0.01780968194885772, + 0.017683543195091248, + 0.017518632200685388, + 0.017316167724933322, + 0.01707780666903589, + 0.016805589683140037, + 0.016501882382032304, + 0.016169313865687096, + 0.0158107142382979, + 0.015429052756669746, + 0.015027378120531698, + 0.01460876225061849, + 0.014176248694562424, + 0.013732806566582384, + 0.013281290676417971, + 0.012824408247928635, + 0.012364692379812903, + 0.011904482170495776, + 0.011445909225276241, + 0.010990890093213433, + 0.010541124048576928, + 0.01009809553922436, + 0.009663080571882985, + 0.009237156289729511, + 0.008821213016761502, + 0.008415968090669232, + 0.008021980874705782, + 0.007639668422395209, + 0.007269321359795733, + 0.006911119641878967, + 0.006565147926653094, + 0.006231410388315981, + 0.005909844855626411, + 0.005600336211854959, + 0.00530272902748499, + 0.005016839416858272, + 0.0047424661168181045, + 0.004479400781479878, + 0.004227437475462273, + 0.003986381331358215, + 0.0037560563190028847, + 0.0035363120570182046, + 0.003327029583544391, + 0.0031281259948008743, + 0.002939557858305602, + 0.00276132331273951, + 0.0025934627784974422, + 0.0024360582213438834, + 0.0022892309353303684, + 0.0021531378390302674, + 0.0020279663098788383, + 0.0019139276136582767, + 0.0018112490187291589, + 0.0017201647164449304, + 0.0016409056994761589, + 0.001573688777914161, + 0.0015187049386102412, + 0.0014761072759773223, + 0.0014459987422551148, + 0.001428419981851297, + 0.0014233375276011602, + 0.0014306326463089172, + 0.0014500911262769508, + 0.0014813943000752461, + 0.0015241115907995257, + 0.001577694858673889, + 0.0016414748062162144, + 0.0017146596735201503, + 0.0017963364199088698, + 0.0018854745439547166, + 0.001980932640685561, + 0.00208146773321996, + 0.0021857473471107026, + 0.0022923642208909573, + 0.002399853467791411, + 0.0025067119238886154, + 0.002611419339989667, + 0.0027124610015471316, + 0.0028083512961222068, + 0.0028976576945880395, + 0.002979024573346752, + 0.0030511962828433446, + 0.00311303886451209, + 0.0031635598351592333, + 0.0032019254949976783, + 0.0032274752725254996, + 0.0032397326946902102, + 0.003238412661938758, + 0.003223424811675005, + 0.003194872866542216, + 0.0031530499815610622, + 0.003098430221961021, + 0.0030316564169765407, + 0.0029535247395469796, + 0.002864966453760512, + 0.00276702734759567, + 0.0026608454253603457, + 0.002547627470385217, + 0.00242862510309985, + 0.002305110952660801, + 0.0021783555327815752, + 0.002049605366148553, + 0.0019200628393354323, + 0.0017908681945635438, + 0.0016630839795168345, + 0.0015376821854466208, + 0.0014155342107610958, + 0.00129740369581828, + 0.0011839421880537409, + 0.0010756875177667625, + 0.0009730646962160752, + 0.0008763890908887233, + 0.0007858715890173026, + 0.0007016254301143762, + 0.0006236743713473206, + 0.000551961845335962, + 0.0004863607773035403, + 0.0004266837459699542, + 0.00037269319841201664, + 0.00032411146144164176, + 0.0002806303289322318, + 0.00024192004406422212, + 0.00020763753588905187, + 0.00017743380934241257, + 0.00015096042551974035, + 0.0001278750435688542, + 0.00010784602614272087, + 9.055613644804872e-05, + 7.570537623974642e-05, + 6.301303059807528e-05, + 5.2218997134770864e-05, + 4.30844847203932e-05, + 3.5392170344842537e-05, + 2.894590283845563e-05, + 2.3570039462022127e-05, + 1.9108496405693644e-05, + 1.542358759092937e-05, + 1.2394718383185392e-05, + 9.916992380279777e-06, + 7.899780762929952e-06, + 6.265295130724873e-06, + 4.947196577755254e-06, + 3.8892661964960055e-06, + 3.0441553805064824e-06, + 2.372228312059294e-06, + 1.8405039059722198e-06, + 1.4217002305891545e-06, + 1.093381003712986e-06, + 8.3720110429467e-07, + 6.382460728493981e-07, + 4.844592087949247e-07, + 3.6614902169109273e-07, + 2.7556936739537275e-07, + 2.065645158362695e-07, + 1.54271578020963e-07, + 1.1487309838264857e-07, + 8.539313656032044e-08, + 6.353077189553775e-08, + 4.7525625520532406e-08, + 3.6050678948475995e-08, + 2.8128352581877815e-08, + 2.3066477504888748e-08, + 2.0411440159417832e-08, + 1.9916397622838e-08, + 2.1523050487415597e-08, + 2.5356022718093297e-08, + 3.172943693777332e-08, + 4.1165793711579306e-08, + 5.44277688084617e-08, + 7.256403639529042e-08, + 9.697071020334223e-08, + 1.2947046791883107e-07, + 1.7241188214524227e-07, + 2.2879191605541857e-07, + 3.0240494047073717e-07, + 3.980219735783127e-07, + 5.216041112393133e-07, + 6.805542754505835e-07, + 8.840114258196576e-07, + 1.1431912133220545e-06, + 1.4717766619535856e-06, + 1.8863617937045225e-06, + 2.406950115680971e-06, + 3.057508516397138e-06, + 3.866575326723485e-06, + 4.867919053220023e-06, + 6.101241563580908e-06, + 7.612916288917237e-06, + 9.456748321273895e-06, + 1.1694739170351053e-05, + 1.4397834476507579e-05, + 1.7646628269928168e-05, + 2.1531992570101554e-05, + 2.615559642811082e-05, + 3.163027415963541e-05, + 3.80801987688709e-05, + 4.5640813723435994e-05, + 5.445847462984689e-05, + 6.4689752308972e-05, + 7.65003506044215e-05, + 9.00635962714347e-05, + 0.00010555846473946747, + 0.00012316711459848566, + 0.0001430719154145591, + 0.0001654519679077198, + 0.0001904791324637221, + 0.00021831360109298467, + 0.0002490990688286359, + 0.0002829575825480601, + 0.00031998416753445093, + 0.00036024135385987133, + 0.0004037537448577264, + 0.0004505027874811682, + 0.000500421918115367, + 0.0005533922663608997, + 0.0006092391024607926, + 0.000667729210588547, + 0.0007285693595489858, + 0.0007914060242373511, + 0.0008558264854434944, + 0.0009213614026146734, + 0.0009874889147079486, + 0.0010536402793434251, + 0.0011192070115269646, + 0.0011835494319607208, + 0.0012460064833548763, + 0.0013059066233019009, + 0.0013625795563441314, + 0.0014153685279806641, + 0.0014636428714893185, + 0.0015068104762918793, + 0.0015443298355148434, + 0.0015757213312971327, + 0.0016005774296698851, + 0.0016185714823340773, + 0.0016294648696881353 + ], + "yaxis": "y" + }, + { + "fill": "tozeroy", + "hovertemplate": "Synthetic
Frequency: %{y}", + "legendgroup": "Synthetic", + "marker": { + "color": "#01E0C9" + }, + "mode": "lines", + "name": "Synthetic", + "showlegend": true, + "type": "scatter", + "x": [ + 3.007708225022955, + 3.020026525109545, + 3.0323448251961347, + 3.044663125282725, + 3.056981425369315, + 3.0692997254559047, + 3.0816180255424945, + 3.0939363256290844, + 3.1062546257156747, + 3.1185729258022645, + 3.1308912258888544, + 3.1432095259754442, + 3.155527826062034, + 3.1678461261486244, + 3.1801644262352142, + 3.192482726321804, + 3.204801026408394, + 3.217119326494984, + 3.229437626581574, + 3.241755926668164, + 3.2540742267547538, + 3.2663925268413436, + 3.2787108269279335, + 3.2910291270145238, + 3.3033474271011136, + 3.3156657271877035, + 3.3279840272742933, + 3.3403023273608836, + 3.3526206274474735, + 3.3649389275340633, + 3.377257227620653, + 3.389575527707243, + 3.401893827793833, + 3.414212127880423, + 3.426530427967013, + 3.438848728053603, + 3.4511670281401927, + 3.463485328226783, + 3.475803628313373, + 3.4881219283999627, + 3.5004402284865526, + 3.5127585285731424, + 3.5250768286597323, + 3.5373951287463226, + 3.5497134288329124, + 3.5620317289195023, + 3.574350029006092, + 3.5866683290926824, + 3.5989866291792723, + 3.611304929265862, + 3.623623229352452, + 3.635941529439042, + 3.6482598295256317, + 3.660578129612222, + 3.672896429698812, + 3.6852147297854017, + 3.697533029871992, + 3.709851329958582, + 3.7221696300451717, + 3.7344879301317615, + 3.7468062302183514, + 3.759124530304941, + 3.7714428303915315, + 3.7837611304781213, + 3.796079430564711, + 3.808397730651301, + 3.8207160307378913, + 3.833034330824481, + 3.845352630911071, + 3.857670930997661, + 3.8699892310842507, + 3.8823075311708406, + 3.894625831257431, + 3.9069441313440207, + 3.9192624314306106, + 3.9315807315172004, + 3.9438990316037907, + 3.9562173316903806, + 3.9685356317769704, + 3.9808539318635603, + 3.99317223195015, + 4.00549053203674, + 4.017808832123331, + 4.03012713220992, + 4.04244543229651, + 4.054763732383099, + 4.06708203246969, + 4.07940033255628, + 4.09171863264287, + 4.10403693272946, + 4.1163552328160495, + 4.128673532902639, + 4.140991832989229, + 4.15331013307582, + 4.165628433162409, + 4.177946733249, + 4.1902650333355895, + 4.202583333422179, + 4.214901633508769, + 4.227219933595359, + 4.239538233681949, + 4.251856533768539, + 4.264174833855129, + 4.2764931339417185, + 4.288811434028309, + 4.301129734114899, + 4.313448034201489, + 4.325766334288079, + 4.338084634374669, + 4.3504029344612585, + 4.362721234547848, + 4.375039534634438, + 4.387357834721028, + 4.399676134807619, + 4.411994434894208, + 4.4243127349807985, + 4.436631035067388, + 4.448949335153978, + 4.461267635240568, + 4.473585935327158, + 4.485904235413748, + 4.498222535500338, + 4.510540835586928, + 4.522859135673517, + 4.535177435760108, + 4.547495735846698, + 4.559814035933288, + 4.572132336019878, + 4.584450636106467, + 4.596768936193057, + 4.609087236279647, + 4.621405536366237, + 4.633723836452827, + 4.6460421365394176, + 4.658360436626007, + 4.670678736712597, + 4.682997036799187, + 4.695315336885777, + 4.707633636972367, + 4.719951937058957, + 4.7322702371455465, + 4.744588537232136, + 4.756906837318727, + 4.769225137405316, + 4.781543437491907, + 4.793861737578497, + 4.8061800376650865, + 4.818498337751676, + 4.830816637838266, + 4.843134937924856, + 4.855453238011446, + 4.867771538098037, + 4.880089838184626, + 4.892408138271216, + 4.904726438357806, + 4.917044738444396, + 4.929363038530986, + 4.941681338617576, + 4.953999638704166, + 4.9663179387907554, + 4.978636238877346, + 4.990954538963935, + 5.003272839050526, + 5.015591139137115, + 5.027909439223706, + 5.040227739310295, + 5.052546039396885, + 5.064864339483475, + 5.077182639570065, + 5.089500939656656, + 5.101819239743245, + 5.114137539829835, + 5.126455839916424, + 5.138774140003015, + 5.151092440089604, + 5.163410740176195, + 5.175729040262785, + 5.1880473403493745, + 5.200365640435964, + 5.212683940522554, + 5.225002240609144, + 5.237320540695734, + 5.249638840782325, + 5.2619571408689145, + 5.274275440955504, + 5.286593741042094, + 5.298912041128684, + 5.311230341215274, + 5.323548641301864, + 5.3358669413884545, + 5.3481852414750435, + 5.360503541561634, + 5.372821841648223, + 5.385140141734814, + 5.397458441821403, + 5.409776741907994, + 5.4220950419945835, + 5.434413342081173, + 5.446731642167763, + 5.459049942254353, + 5.471368242340944, + 5.483686542427533, + 5.4960048425141235, + 5.508323142600713, + 5.520641442687303, + 5.532959742773893, + 5.545278042860483, + 5.557596342947074, + 5.569914643033663, + 5.582232943120253, + 5.594551243206842, + 5.606869543293433, + 5.619187843380022, + 5.631506143466613, + 5.643824443553202, + 5.656142743639792, + 5.668461043726382, + 5.680779343812972, + 5.693097643899562, + 5.705415943986152, + 5.7177342440727426, + 5.7300525441593315, + 5.742370844245922, + 5.754689144332512, + 5.767007444419102, + 5.779325744505692, + 5.791644044592282, + 5.803962344678872, + 5.816280644765461, + 5.828598944852052, + 5.840917244938641, + 5.853235545025232, + 5.865553845111821, + 5.8778721451984115, + 5.890190445285001, + 5.902508745371591, + 5.914827045458181, + 5.927145345544771, + 5.939463645631361, + 5.951781945717951, + 5.964100245804541, + 5.976418545891131, + 5.988736845977721, + 6.001055146064311, + 6.013373446150901, + 6.025691746237491, + 6.0380100463240804, + 6.050328346410671, + 6.06264664649726, + 6.074964946583851, + 6.08728324667044, + 6.099601546757031, + 6.1119198468436196, + 6.12423814693021, + 6.1365564470168, + 6.14887474710339, + 6.16119304718998, + 6.17351134727657, + 6.18582964736316, + 6.198147947449749, + 6.21046624753634, + 6.222784547622929, + 6.23510284770952, + 6.247421147796109, + 6.2597394478826995, + 6.272057747969289, + 6.284376048055879, + 6.296694348142469, + 6.309012648229059, + 6.321330948315649, + 6.333649248402239, + 6.345967548488829, + 6.358285848575419, + 6.370604148662009, + 6.382922448748599, + 6.395240748835189, + 6.407559048921779, + 6.4198773490083685, + 6.432195649094959, + 6.444513949181548, + 6.456832249268139, + 6.469150549354728, + 6.481468849441319, + 6.493787149527908, + 6.506105449614498, + 6.518423749701088, + 6.530742049787678, + 6.543060349874268, + 6.555378649960858, + 6.5676969500474485, + 6.580015250134037, + 6.592333550220628, + 6.604651850307218, + 6.616970150393808, + 6.629288450480398, + 6.641606750566988, + 6.653925050653578, + 6.666243350740167, + 6.678561650826758, + 6.690879950913347, + 6.703198250999938, + 6.715516551086527, + 6.727834851173117, + 6.740153151259706, + 6.752471451346297, + 6.764789751432887, + 6.777108051519477, + 6.789426351606067, + 6.8017446516926565, + 6.814062951779247, + 6.826381251865836, + 6.838699551952427, + 6.851017852039017, + 6.863336152125607, + 6.8756544522121965, + 6.887972752298786, + 6.900291052385377, + 6.912609352471966, + 6.924927652558557, + 6.937245952645146, + 6.9495642527317365, + 6.9618825528183255, + 6.974200852904916, + 6.986519152991506, + 6.998837453078096, + 7.011155753164686, + 7.023474053251276, + 7.0357923533378655, + 7.048110653424456, + 7.060428953511045, + 7.072747253597636, + 7.085065553684226, + 7.097383853770816, + 7.1097021538574054, + 7.122020453943995, + 7.134338754030586, + 7.146657054117175, + 7.158975354203765, + 7.171293654290356, + 7.183611954376945, + 7.195930254463534, + 7.208248554550125, + 7.220566854636715, + 7.232885154723305, + 7.245203454809895, + 7.2575217548964845, + 7.269840054983074, + 7.282158355069665, + 7.294476655156254, + 7.306794955242845, + 7.319113255329435, + 7.3314315554160245, + 7.343749855502614, + 7.356068155589204, + 7.368386455675794, + 7.380704755762385, + 7.393023055848974, + 7.405341355935564, + 7.417659656022154, + 7.429977956108744, + 7.442296256195333, + 7.454614556281924, + 7.466932856368514, + 7.479251156455104, + 7.4915694565416935, + 7.503887756628283, + 7.516206056714874, + 7.528524356801464, + 7.540842656888053, + 7.553160956974644, + 7.5654792570612335, + 7.577797557147823, + 7.590115857234413, + 7.602434157321003, + 7.614752457407593, + 7.627070757494184, + 7.639389057580773, + 7.651707357667362, + 7.664025657753953, + 7.676343957840543, + 7.688662257927132, + 7.700980558013723, + 7.713298858100313, + 7.725617158186903, + 7.737935458273492, + 7.750253758360082, + 7.762572058446673, + 7.774890358533262, + 7.787208658619852, + 7.799526958706442, + 7.811845258793032, + 7.824163558879621, + 7.836481858966212, + 7.848800159052802, + 7.861118459139392, + 7.8734367592259815, + 7.885755059312571, + 7.898073359399162, + 7.910391659485752, + 7.922709959572341, + 7.935028259658932, + 7.9473465597455215, + 7.959664859832111, + 7.971983159918701, + 7.984301460005291, + 7.996619760091881, + 8.008938060178473, + 8.02125636026506, + 8.03357466035165, + 8.045892960438241, + 8.058211260524832, + 8.07052956061142, + 8.08284786069801, + 8.0951661607846, + 8.107484460871191, + 8.11980276095778, + 8.13212106104437, + 8.14443936113096, + 8.15675766121755, + 8.16907596130414, + 8.18139426139073, + 8.19371256147732, + 8.20603086156391, + 8.218349161650501, + 8.23066746173709, + 8.242985761823679, + 8.25530406191027, + 8.26762236199686, + 8.27994066208345, + 8.29225896217004, + 8.304577262256629, + 8.31689556234322, + 8.32921386242981, + 8.3415321625164, + 8.35385046260299, + 8.366168762689579, + 8.37848706277617, + 8.39080536286276, + 8.40312366294935, + 8.415441963035938, + 8.42776026312253, + 8.44007856320912, + 8.452396863295709, + 8.464715163382298, + 8.477033463468889, + 8.48935176355548, + 8.50167006364207, + 8.513988363728657, + 8.526306663815248, + 8.538624963901839, + 8.55094326398843, + 8.563261564075018, + 8.575579864161607, + 8.587898164248198, + 8.600216464334789, + 8.612534764421378, + 8.624853064507967, + 8.637171364594558, + 8.649489664681148, + 8.661807964767737, + 8.674126264854328, + 8.686444564940917, + 8.698762865027508, + 8.711081165114098, + 8.723399465200687, + 8.735717765287278, + 8.748036065373867, + 8.760354365460458, + 8.772672665547049, + 8.784990965633638, + 8.797309265720227, + 8.809627565806817, + 8.821945865893408, + 8.834264165979997, + 8.846582466066588, + 8.858900766153177, + 8.871219066239767, + 8.883537366326358, + 8.895855666412947, + 8.908173966499536, + 8.920492266586127, + 8.932810566672718, + 8.945128866759308, + 8.957447166845895, + 8.969765466932486, + 8.982083767019077, + 8.994402067105668, + 9.006720367192255, + 9.019038667278846, + 9.031356967365436, + 9.043675267452027, + 9.055993567538616, + 9.068311867625205, + 9.080630167711796, + 9.092948467798387, + 9.105266767884975, + 9.117585067971566, + 9.129903368058155, + 9.142221668144746, + 9.154539968231337 + ], + "xaxis": "x", + "y": [ + 0.4476732896391861, + 0.4629446447529284, + 0.47791249198586483, + 0.49252664751164893, + 0.506738655901033, + 0.520502167438637, + 0.533773293647948, + 0.5465109366777172, + 0.5586770886094877, + 0.5702370972159803, + 0.5811598952239517, + 0.5914181907020849, + 0.6009886167931657, + 0.609851839628236, + 0.6179926238866722, + 0.6253998560881566, + 0.6320665263088125, + 0.6379896695934884, + 0.6431702688792404, + 0.6476131217425797, + 0.6513266737272937, + 0.6543228213943763, + 0.6566166885558303, + 0.6582263794065071, + 0.6591727124509423, + 0.6594789392346946, + 0.659170451933295, + 0.6582744838286555, + 0.6568198066162485, + 0.6548364283411857, + 0.6523552955627974, + 0.6494080031017718, + 0.6460265144380138, + 0.6422428955082242, + 0.6380890643072861, + 0.633596558334041, + 0.6287963215474869, + 0.6237185121207789, + 0.6183923319044872, + 0.6128458781435604, + 0.6071060176402919, + 0.60119828322317, + 0.5951467920735711, + 0.5889741851823699, + 0.5827015869599237, + 0.5763485838076657, + 0.5699332202795236, + 0.5634720113171776, + 0.5569799689352029, + 0.5504706416596756, + 0.5439561649860348, + 0.537447321116927, + 0.5309536062665107, + 0.5244833038714817, + 0.5180435621279385, + 0.511640474373901, + 0.5052791609561647, + 0.49896385135360427, + 0.49269796547318956, + 0.4864841931860077, + 0.4803245713248232, + 0.4742205575184107, + 0.4681731003877643, + 0.46218270577209286, + 0.45624949878538207, + 0.45037328162496515, + 0.4445535871596559, + 0.43878972841531855, + 0.43308084414885717, + 0.42742594075712254, + 0.4218239308048959, + 0.41627366847628944, + 0.41077398225752726, + 0.40532370514721094, + 0.39992170266467014, + 0.3945668988896337, + 0.3892583007196754, + 0.3839950204779481, + 0.3787762969454113, + 0.3736015148315992, + 0.3684702226386437, + 0.3633821488173865, + 0.3583372160642243, + 0.35333555356513663, + 0.34837750696084846, + 0.3434636457859695, + 0.3385947681261137, + 0.3337719022413832, + 0.3289963049222153, + 0.32426945637448057, + 0.31959305147396844, + 0.31496898728528816, + 0.31039934680491543, + 0.30588637896123333, + 0.30143247498344417, + 0.2970401413342425, + 0.29271196948535133, + 0.28845060289798347, + 0.28425870164942135, + 0.28013890521967383, + 0.27609379401606143, + 0.27212585026668856, + 0.26823741895387193, + 0.2644306694844237, + 0.26070755880385127, + 0.2570697966554301, + 0.2535188136623078, + 0.25005573287156424, + 0.24668134534400496, + 0.24339609030354534, + 0.24020004027678643, + 0.2370928915586612, + 0.23407396023607957, + 0.2311421838907346, + 0.22829612898737536, + 0.22553400383769098, + 0.22285367691537616, + 0.2202527001877558, + 0.21772833702633182, + 0.21527759416531445, + 0.21289725709589855, + 0.21058392821681884, + 0.20833406701010995, + 0.20614403147631746, + 0.20401012004634644, + 0.20192861318812225, + 0.1998958139449775, + 0.19790808667869736, + 0.19596189334227948, + 0.1940538266742816, + 0.19218063978627883, + 0.1903392717052896, + 0.1885268685316206, + 0.18674079997690174, + 0.18497867115435535, + 0.18323832960092837, + 0.18151786761605512, + 0.17981562010200328, + 0.17813015818357453, + 0.1764602789682632, + 0.17480499187999965, + 0.17316350205883424, + 0.17153519136424447, + 0.16991959755050182, + 0.1683163921983745, + 0.16672535798855473, + 0.16514636588901604, + 0.16357935280196653, + 0.16202430017729696, + 0.1604812140499831, + 0.1589501069004086, + 0.15743098167097022, + 0.15592381820156326, + 0.15442856227265125, + 0.15294511736962493, + 0.15147333920799358, + 0.15001303298746185, + 0.14856395327575317, + 0.14712580636161776, + 0.14569825486202448, + 0.14428092432199827, + 0.14287341150766053, + 0.14147529406413775, + 0.14008614119030682, + 0.13870552497173544, + 0.13733303201135075, + 0.13596827500382314, + 0.1346109039137012, + 0.13326061643819723, + 0.13191716746229973, + 0.1305803772456378, + 0.12925013811625372, + 0.1279264194852357, + 0.12660927103702205, + 0.125298823992304, + 0.12399529038295135, + 0.12269896032061028, + 0.12141019728183867, + 0.12012943147239173, + 0.11885715137099262, + 0.1175938935882694, + 0.11634023120913804, + 0.11509676081649431, + 0.11386408842039351, + 0.11264281453971259, + 0.11143351870243465, + 0.11023674364594337, + 0.10905297950991653, + 0.1078826483213629, + 0.10672608907388527, + 0.10558354370123102, + 0.10445514423843914, + 0.10334090145233729, + 0.10224069520668318, + 0.10115426680590571, + 0.10008121353522523, + 0.09902098558409657, + 0.09797288550463248, + 0.09693607031734852, + 0.09590955633362094, + 0.09489222671831668, + 0.0938828417677925, + 0.09288005182869341, + 0.0918824127325975, + 0.0908884035715236, + 0.0898964465906739, + 0.08890492892857137, + 0.0879122258920481, + 0.08691672541536047, + 0.08591685332004635, + 0.08491109896588814, + 0.08389804086427044, + 0.08287637181398748, + 0.08184492311660706, + 0.08080268743417197, + 0.07974883986636881, + 0.07868275684726844, + 0.0776040324929876, + 0.07651249207066933, + 0.07540820230530088, + 0.07429147829322845, + 0.07316288684874449, + 0.07202324617165347, + 0.07087362178801813, + 0.06971531878197926, + 0.06854987040230621, + 0.0673790231917482, + 0.06620471884900989, + 0.06502907309096996, + 0.06385435183542067, + 0.06268294507107729, + 0.061517338820943304, + 0.060360085636628445, + 0.05921377408427114, + 0.05808099769700747, + 0.05696432387422819, + 0.05586626320423839, + 0.05478923967457256, + 0.05373556221353068, + 0.05270739797805777, + 0.05170674776761191, + 0.05073542390199747, + 0.049795030854248995, + 0.04888694887858152, + 0.048012320819253246, + 0.0471720422300774, + 0.04636675487737491, + 0.04559684364251444, + 0.04486243678489521, + 0.04416340947330723, + 0.04349939044396998, + 0.04286977159801484, + 0.04227372031047045, + 0.04171019418748403, + 0.041177957979051404, + 0.04067560233122545, + 0.040201564044832855, + 0.03975414749718878, + 0.03933154687908887, + 0.03893186890128268, + 0.03855315563238205, + 0.03819340714332753, + 0.03785060365163022, + 0.037522726881069335, + 0.03720778037871671, + 0.03690380856043624, + 0.03660891428765236, + 0.036321274811513725, + 0.03603915595487877, + 0.03576092443714436, + 0.03548505828116852, + 0.03521015527478992, + 0.034934939491162206, + 0.03465826590179985, + 0.034379123143443845, + 0.03409663452424148, + 0.0338100573760213, + 0.03351878087742629, + 0.03322232248723185, + 0.03292032313827566, + 0.032612541350098535, + 0.03229884642274234, + 0.031979210875337, + 0.031653702291357916, + 0.03132247472801222, + 0.03098575984042656, + 0.03064385786248924, + 0.030297128575700372, + 0.029945982385557294, + 0.029590871612207994, + 0.029232282088686078, + 0.02887072514631668, + 0.02850673005316079, + 0.028140836957900414, + 0.02777359037860209, + 0.027405533263510865, + 0.027037201639584348, + 0.026669119853982015, + 0.02630179640425705, + 0.02593572034460277, + 0.02557135824818412, + 0.02520915169933607, + 0.024849515284189404, + 0.024492835044053314, + 0.024139467352576882, + 0.02378973817527799, + 0.02344394266839882, + 0.023102345073179015, + 0.022765178861470465, + 0.02243264708912439, + 0.02210492291472289, + 0.02178215024298467, + 0.021464444454532047, + 0.021151893186645024, + 0.020844557133139124, + 0.0205424708355593, + 0.020245643442460052, + 0.01995405941859292, + 0.01966767919128895, + 0.019386439727128547, + 0.019110255038024045, + 0.018839016621991594, + 0.018572593849997307, + 0.018310834316182304, + 0.01805356417431029, + 0.017800588488261312, + 0.0175516916286248, + 0.01730663775073695, + 0.01706517139169355, + 0.016827018224797267, + 0.016591886009447762, + 0.01635946577257288, + 0.01612943325428568, + 0.015901450645553636, + 0.015675168639338283, + 0.015450228809029822, + 0.015226266319232977, + 0.015002912964279571, + 0.01477980051952165, + 0.0145565643798029, + 0.01433284744885327, + 0.014108304233058134, + 0.0138826050834774, + 0.013655440521487629, + 0.013426525576323713, + 0.01319560405740206, + 0.012962452680870673, + 0.012726884968545902, + 0.012488754838389293, + 0.012247959809008372, + 0.012004443746309889, + 0.011758199088289836, + 0.011509268493836997, + 0.011257745873101008, + 0.011003776770116342, + 0.010747558082605453, + 0.010489337118791324, + 0.010229410006182367, + 0.009968119482189454, + 0.009705852110630757, + 0.009443034981232635, + 0.009180131960727337, + 0.008917639573714428, + 0.008656082598784866, + 0.008396009470268709, + 0.008137987578196806, + 0.007882598558594689, + 0.007630433663061646, + 0.007382089290831727, + 0.007138162758350733, + 0.0068992483710926394, + 0.006665933850213223, + 0.006438797153085573, + 0.006218403712214757, + 0.006005304101953425, + 0.005800032127315932, + 0.005603103314499295, + 0.005415013768930652, + 0.005236239354211366, + 0.0050672351346129785, + 0.004908435015139613, + 0.004760251506882644, + 0.004623075541656686, + 0.004497276258848315, + 0.004383200689072935, + 0.004281173263579692, + 0.004191495085253304, + 0.004114442906335786, + 0.004050267769366755, + 0.003999193280990337, + 0.0039614135028187315, + 0.003937090459058587, + 0.003926351276645677, + 0.003929284989731289, + 0.003945939056050902, + 0.003976315647523831, + 0.0040203677909434465, + 0.0040779954464189635, + 0.004149041620961466, + 0.004233288621964434, + 0.00433045456006747, + 0.004440190212836239, + 0.004562076359737684, + 0.0046956216950075885, + 0.004840261418246963, + 0.004995356593062398, + 0.005160194351979768, + 0.005333989011468127, + 0.005515884144531863, + 0.005704955640335719, + 0.005900215761137957, + 0.00610061818686392, + 0.006305064017432598, + 0.006512408682925194, + 0.006721469692343463, + 0.006931035133499532, + 0.007139872819956254, + 0.007346739966290937, + 0.007550393260643398, + 0.00774959919382607, + 0.007943144497455354, + 0.008129846539769385, + 0.008308563527122304, + 0.008478204361595815, + 0.008637738010688406, + 0.008786202253487207, + 0.0089227116788914, + 0.00904646482506493, + 0.009156750365015905, + 0.009252952260651828, + 0.009334553826423717, + 0.009401140663302885, + 0.009452402443868545, + 0.009488133549261068, + 0.009508232578218666, + 0.00951270076693148, + 0.009501639375618388, + 0.00947524611319792, + 0.009433810684883318, + 0.00937770955873294, + 0.009307400055951072, + 0.00922341387594422, + 0.009126350170749194, + 0.009016868284485332, + 0.008895680272033175, + 0.0087635433073569, + 0.008621252085976487, + 0.008469631318311854, + 0.008309528401262556, + 0.008141806344778266, + 0.007967337018660477, + 0.007786994772774518, + 0.007601650471591282, + 0.007412165971867729, + 0.0072193890606308715, + 0.0070241488597491695, + 0.006827251693509432, + 0.006629477406981521, + 0.006431576115710331, + 0.006234265361541355, + 0.006038227645221739, + 0.005844108303836706, + 0.005652513700096606, + 0.00546400969090132, + 0.005279120344339497, + 0.005098326877168937, + 0.004922066788671059, + 0.004750733171354026, + 0.00458467418406629, + 0.0044241926784233014, + 0.004269545974808983, + 0.004120945789352349, + 0.0039785583179798335, + 0.0038425044877108765, + 0.0037128603886269953, + 0.0035896579022701193, + 0.0034728855435115025, + 0.003362489533121485, + 0.003258375117337686, + 0.0031604081486975672, + 0.003068416939326125, + 0.0029821943938439562, + 0.0029015004242127045, + 0.002826064643315927, + 0.002755589328060545, + 0.0026897526364711667, + 0.0026282120568384827, + 0.002570608060683102, + 0.0025165679253106527, + 0.002465709686259783, + 0.0024176461751611684, + 0.0023719890945950927, + 0.0023283530785905265, + 0.0022863596855578327, + 0.0022456412697626394, + 0.00220584467797149, + 0.002166634719634723, + 0.0021276973618897855, + 0.00208874260470551, + 0.002049506996551566 + ], + "yaxis": "y" + } + ], + "layout": { + "barmode": "overlay", + "font": { + "size": 18 + }, + "hovermode": "closest", + "legend": { + "traceorder": "reversed" + }, + "plot_bgcolor": "#F5F5F8", + "showlegend": true, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "heatmapgl": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmapgl" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "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, + "#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, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 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, + "#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 + } + } + }, + "title": {}, + "xaxis": { + "anchor": "y2", + "domain": [ + 0, + 1 + ], + "zeroline": false + }, + "yaxis": { + "anchor": "free", + "domain": [ + 0, + 1 + ], + "position": 0 + } + } + }, + "text/html": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "fill": "tozeroy", + "hovertemplate": "Real
Frequency: %{y}", + "legendgroup": "Real", + "marker": { + "color": "#000036" + }, + "mode": "lines", + "name": "Real", + "showlegend": true, + "type": "scatter", + "x": [ + 4.095558923695414, + 4.097367775469376, + 4.099176627243337, + 4.100985479017299, + 4.10279433079126, + 4.1046031825652225, + 4.106412034339184, + 4.108220886113146, + 4.110029737887108, + 4.111838589661069, + 4.113647441435031, + 4.115456293208992, + 4.117265144982954, + 4.119073996756915, + 4.1208828485308775, + 4.122691700304839, + 4.124500552078801, + 4.126309403852763, + 4.128118255626724, + 4.129927107400686, + 4.131735959174647, + 4.133544810948609, + 4.13535366272257, + 4.1371625144965325, + 4.138971366270495, + 4.140780218044456, + 4.142589069818418, + 4.144397921592379, + 4.146206773366341, + 4.148015625140302, + 4.149824476914264, + 4.151633328688226, + 4.1534421804621875, + 4.1552510322361496, + 4.157059884010111, + 4.158868735784073, + 4.160677587558034, + 4.162486439331996, + 4.164295291105958, + 4.166104142879919, + 4.167912994653881, + 4.1697218464278425, + 4.1715306982018046, + 4.173339549975766, + 4.175148401749728, + 4.176957253523689, + 4.178766105297651, + 4.180574957071613, + 4.182383808845574, + 4.184192660619536, + 4.1860015123934975, + 4.1878103641674596, + 4.189619215941421, + 4.191428067715383, + 4.193236919489345, + 4.195045771263306, + 4.196854623037268, + 4.198663474811229, + 4.200472326585191, + 4.2022811783591525, + 4.2040900301331146, + 4.205898881907077, + 4.207707733681038, + 4.209516585455, + 4.211325437228961, + 4.213134289002923, + 4.214943140776884, + 4.216751992550846, + 4.2185608443248075, + 4.2203696960987696, + 4.222178547872732, + 4.223987399646693, + 4.225796251420655, + 4.227605103194616, + 4.229413954968578, + 4.231222806742539, + 4.233031658516501, + 4.234840510290463, + 4.2366493620644246, + 4.238458213838387, + 4.240267065612348, + 4.24207591738631, + 4.243884769160271, + 4.245693620934233, + 4.247502472708195, + 4.249311324482156, + 4.251120176256118, + 4.2529290280300796, + 4.254737879804042, + 4.256546731578003, + 4.258355583351965, + 4.260164435125926, + 4.261973286899888, + 4.26378213867385, + 4.265590990447811, + 4.267399842221773, + 4.2692086939957345, + 4.271017545769697, + 4.272826397543658, + 4.27463524931762, + 4.276444101091582, + 4.278252952865543, + 4.280061804639505, + 4.281870656413466, + 4.283679508187428, + 4.2854883599613895, + 4.287297211735352, + 4.289106063509314, + 4.290914915283275, + 4.292723767057237, + 4.294532618831198, + 4.29634147060516, + 4.298150322379121, + 4.299959174153083, + 4.301768025927045, + 4.303576877701007, + 4.305385729474969, + 4.30719458124893, + 4.309003433022892, + 4.310812284796853, + 4.312621136570815, + 4.314429988344777, + 4.316238840118738, + 4.3180476918927, + 4.319856543666662, + 4.321665395440624, + 4.323474247214585, + 4.325283098988547, + 4.327091950762508, + 4.32890080253647, + 4.330709654310432, + 4.332518506084393, + 4.334327357858355, + 4.336136209632317, + 4.337945061406279, + 4.33975391318024, + 4.341562764954202, + 4.343371616728164, + 4.345180468502125, + 4.346989320276087, + 4.348798172050048, + 4.35060702382401, + 4.352415875597972, + 4.354224727371934, + 4.356033579145896, + 4.357842430919857, + 4.359651282693819, + 4.36146013446778, + 4.363268986241742, + 4.365077838015703, + 4.366886689789665, + 4.368695541563627, + 4.370504393337589, + 4.372313245111551, + 4.374122096885512, + 4.375930948659474, + 4.377739800433435, + 4.379548652207397, + 4.381357503981358, + 4.38316635575532, + 4.3849752075292825, + 4.386784059303244, + 4.388592911077206, + 4.390401762851167, + 4.392210614625129, + 4.39401946639909, + 4.395828318173052, + 4.397637169947014, + 4.399446021720975, + 4.4012548734949375, + 4.403063725268899, + 4.404872577042861, + 4.406681428816822, + 4.408490280590784, + 4.410299132364745, + 4.412107984138707, + 4.413916835912669, + 4.41572568768663, + 4.4175345394605925, + 4.419343391234554, + 4.421152243008516, + 4.422961094782477, + 4.424769946556439, + 4.426578798330401, + 4.428387650104362, + 4.430196501878324, + 4.432005353652285, + 4.4338142054262475, + 4.435623057200209, + 4.437431908974171, + 4.439240760748133, + 4.441049612522094, + 4.442858464296056, + 4.444667316070017, + 4.446476167843979, + 4.44828501961794, + 4.4500938713919025, + 4.451902723165864, + 4.453711574939826, + 4.455520426713788, + 4.457329278487749, + 4.459138130261711, + 4.460946982035672, + 4.462755833809634, + 4.464564685583596, + 4.4663735373575575, + 4.4681823891315195, + 4.469991240905481, + 4.471800092679443, + 4.473608944453404, + 4.475417796227366, + 4.477226648001327, + 4.479035499775289, + 4.480844351549251, + 4.4826532033232125, + 4.4844620550971745, + 4.486270906871136, + 4.488079758645098, + 4.489888610419059, + 4.491697462193021, + 4.493506313966982, + 4.495315165740944, + 4.497124017514906, + 4.4989328692888675, + 4.5007417210628295, + 4.502550572836791, + 4.504359424610753, + 4.506168276384715, + 4.507977128158676, + 4.509785979932638, + 4.511594831706599, + 4.513403683480561, + 4.5152125352545225, + 4.5170213870284845, + 4.518830238802446, + 4.520639090576408, + 4.52244794235037, + 4.524256794124331, + 4.526065645898293, + 4.527874497672254, + 4.529683349446216, + 4.5314922012201775, + 4.5333010529941395, + 4.535109904768102, + 4.536918756542063, + 4.538727608316025, + 4.540536460089986, + 4.542345311863948, + 4.544154163637909, + 4.545963015411871, + 4.547771867185833, + 4.5495807189597945, + 4.551389570733757, + 4.553198422507718, + 4.55500727428168, + 4.556816126055641, + 4.558624977829603, + 4.560433829603564, + 4.562242681377526, + 4.564051533151488, + 4.5658603849254495, + 4.567669236699412, + 4.569478088473373, + 4.571286940247335, + 4.573095792021296, + 4.574904643795258, + 4.57671349556922, + 4.578522347343181, + 4.580331199117143, + 4.5821400508911045, + 4.583948902665067, + 4.585757754439028, + 4.58756660621299, + 4.589375457986952, + 4.591184309760913, + 4.592993161534875, + 4.594802013308836, + 4.596610865082798, + 4.5984197168567595, + 4.600228568630722, + 4.602037420404683, + 4.603846272178645, + 4.605655123952607, + 4.607463975726568, + 4.60927282750053, + 4.611081679274491, + 4.612890531048453, + 4.614699382822415, + 4.616508234596377, + 4.618317086370338, + 4.6201259381443, + 4.621934789918262, + 4.623743641692223, + 4.625552493466185, + 4.627361345240146, + 4.629170197014108, + 4.63097904878807, + 4.632787900562032, + 4.634596752335994, + 4.636405604109955, + 4.638214455883917, + 4.640023307657878, + 4.64183215943184, + 4.643641011205801, + 4.645449862979763, + 4.647258714753725, + 4.649067566527687, + 4.650876418301649, + 4.65268527007561, + 4.654494121849572, + 4.656302973623533, + 4.658111825397495, + 4.659920677171457, + 4.661729528945418, + 4.66353838071938, + 4.665347232493342, + 4.667156084267304, + 4.668964936041265, + 4.670773787815227, + 4.672582639589189, + 4.67439149136315, + 4.676200343137112, + 4.678009194911073, + 4.679818046685035, + 4.681626898458997, + 4.683435750232959, + 4.68524460200692, + 4.687053453780882, + 4.688862305554844, + 4.690671157328805, + 4.692480009102767, + 4.694288860876728, + 4.69609771265069, + 4.6979065644246525, + 4.699715416198614, + 4.701524267972576, + 4.703333119746537, + 4.705141971520499, + 4.70695082329446, + 4.708759675068422, + 4.710568526842383, + 4.712377378616345, + 4.7141862303903075, + 4.715995082164269, + 4.717803933938231, + 4.719612785712192, + 4.721421637486154, + 4.723230489260115, + 4.725039341034077, + 4.726848192808038, + 4.728657044582, + 4.7304658963559625, + 4.732274748129924, + 4.734083599903886, + 4.735892451677847, + 4.737701303451809, + 4.739510155225771, + 4.741319006999732, + 4.743127858773694, + 4.744936710547655, + 4.7467455623216175, + 4.748554414095579, + 4.750363265869541, + 4.752172117643502, + 4.753980969417464, + 4.755789821191426, + 4.757598672965387, + 4.759407524739349, + 4.76121637651331, + 4.7630252282872725, + 4.764834080061234, + 4.766642931835196, + 4.768451783609158, + 4.770260635383119, + 4.772069487157081, + 4.773878338931042, + 4.775687190705004, + 4.777496042478965, + 4.7793048942529275, + 4.7811137460268895, + 4.782922597800851, + 4.784731449574813, + 4.786540301348774, + 4.788349153122736, + 4.790158004896697, + 4.791966856670659, + 4.79377570844462, + 4.7955845602185825, + 4.7973934119925445, + 4.799202263766506, + 4.801011115540468, + 4.802819967314429, + 4.804628819088391, + 4.806437670862353, + 4.808246522636314, + 4.810055374410275, + 4.8118642261842375, + 4.8136730779581995, + 4.815481929732161, + 4.817290781506123, + 4.819099633280084, + 4.820908485054046, + 4.822717336828008, + 4.824526188601969, + 4.826335040375931, + 4.8281438921498925, + 4.8299527439238545, + 4.831761595697816, + 4.833570447471778, + 4.835379299245739, + 4.837188151019701, + 4.838997002793663, + 4.840805854567624, + 4.842614706341586, + 4.8444235581155475, + 4.8462324098895095, + 4.848041261663472, + 4.849850113437433, + 4.851658965211394, + 4.853467816985356, + 4.855276668759318, + 4.857085520533279, + 4.858894372307241, + 4.8607032240812025, + 4.8625120758551645, + 4.864320927629127, + 4.866129779403088, + 4.86793863117705, + 4.869747482951011, + 4.871556334724973, + 4.873365186498935, + 4.875174038272896, + 4.8769828900468575, + 4.8787917418208195, + 4.880600593594782, + 4.882409445368743, + 4.884218297142705, + 4.886027148916666, + 4.887836000690628, + 4.88964485246459, + 4.891453704238551, + 4.893262556012513, + 4.8950714077864745, + 4.896880259560437, + 4.898689111334398, + 4.90049796310836, + 4.902306814882321, + 4.904115666656283, + 4.905924518430245, + 4.907733370204206, + 4.909542221978168, + 4.9113510737521295, + 4.913159925526092, + 4.914968777300053, + 4.916777629074015, + 4.918586480847976, + 4.920395332621938, + 4.9222041843959, + 4.924013036169861, + 4.925821887943823, + 4.9276307397177845, + 4.929439591491747, + 4.931248443265709, + 4.93305729503967, + 4.934866146813632, + 4.936674998587593, + 4.938483850361555, + 4.940292702135516, + 4.942101553909478, + 4.9439104056834395, + 4.945719257457402, + 4.947528109231364, + 4.949336961005325, + 4.951145812779287, + 4.952954664553248, + 4.95476351632721, + 4.956572368101171, + 4.958381219875133, + 4.960190071649095, + 4.961998923423057, + 4.963807775197019, + 4.96561662697098, + 4.967425478744942, + 4.969234330518903, + 4.971043182292865, + 4.972852034066827, + 4.974660885840788, + 4.97646973761475, + 4.978278589388712, + 4.980087441162674, + 4.981896292936635, + 4.983705144710597, + 4.985513996484558, + 4.98732284825852, + 4.989131700032482, + 4.990940551806443, + 4.992749403580405, + 4.994558255354367, + 4.996367107128329, + 4.998175958902291 + ], + "xaxis": "x", + "y": [ + 0.04217655372652132, + 0.043643127505321296, + 0.04513920864443338, + 0.04666495220585871, + 0.04822051146359743, + 0.04980603513697856, + 0.051421664255488296, + 0.05306752866955886, + 0.05474374322646408, + 0.05645040363518529, + 0.05818758204863862, + 0.05995532239609263, + 0.06175363550282121, + 0.06358249403796214, + 0.06544182733524408, + 0.0673315161345119, + 0.06925138729494591, + 0.07120120853333517, + 0.07318068324284549, + 0.07518944544929045, + 0.07722705496295373, + 0.07929299278461562, + 0.08138665682439783, + 0.08350735799157073, + 0.08565431671235774, + 0.08782665993120693, + 0.0900234186488405, + 0.09224352604771986, + 0.09448581625244923, + 0.09674902376888367, + 0.09903178364170878, + 0.10133263236555944, + 0.103650009579866, + 0.10598226057219581, + 0.10832763960914833, + 0.11068431410786764, + 0.1130503696548773, + 0.11542381587246214, + 0.11780259312601839, + 0.12018458005897295, + 0.12256760193480758, + 0.12494943975869194, + 0.12732784014415796, + 0.12970052588315475, + 0.13206520717090686, + 0.13441959343010426, + 0.13676140567235368, + 0.1390883893283452, + 0.14139832747212905, + 0.14368905435906174, + 0.1459584691916371, + 0.14820455002252866, + 0.15042536769972334, + 0.15261909975488008, + 0.15478404413279806, + 0.15691863265743256, + 0.1590214441281114, + 0.16109121693861936, + 0.16312686111172897, + 0.16512746964241098, + 0.16709232904468035, + 0.16902092899954382, + 0.17091297100509825, + 0.17276837593431751, + 0.17458729041153645, + 0.1763700919251357, + 0.17811739260127518, + 0.1798300415719316, + 0.18150912587961784, + 0.18315596987131644, + 0.18477213304488224, + 0.18635940632275794, + 0.1879198067399353, + 0.18945557054572668, + 0.19096914473197907, + 0.19246317701364068, + 0.19394050430111215, + 0.1954041397172732, + 0.19685725822550973, + 0.1983031809481596, + 0.19974535826753795, + 0.20118735181390635, + 0.2026328154562079, + 0.20408547542209365, + 0.20554910968344733, + 0.2070275267522495, + 0.208524544039057, + 0.21004396593244476, + 0.21158956176256266, + 0.21316504381513895, + 0.2147740455640663, + 0.21642010029082637, + 0.21810662025764174, + 0.21983687659819434, + 0.22161398008520491, + 0.22344086292803822, + 0.225320261745873, + 0.22725470185301552, + 0.2292464829825113, + 0.23129766656272654, + 0.23341006464884728, + 0.23558523059765157, + 0.2378244515594382, + 0.24012874284585825, + 0.2424988442167953, + 0.24493521811338917, + 0.24743804984822088, + 0.2500072497473738, + 0.2526424572231844, + 0.2553430467406681, + 0.2581081356253951, + 0.2609365936459548, + 0.2638270542901965, + 0.2667779276414639, + 0.26978741474892237, + 0.27285352337516516, + 0.2759740849944461, + 0.27914677290626905, + 0.28236912132184183, + 0.28563854527481713, + 0.28895236120317436, + 0.2923078080457044, + 0.29570206869465326, + 0.2991322916453417, + 0.30259561268419255, + 0.30608917645847894, + 0.30961015777395356, + 0.31315578247080156, + 0.316723347733284, + 0.32031024169465266, + 0.3239139622057408, + 0.3275321346433968, + 0.33116252864328866, + 0.3348030736505644, + 0.3384518731913941, + 0.342107217778238, + 0.34576759637202387, + 0.3494317063347572, + 0.35309846181687965, + 0.35676700053432986, + 0.3604366889010856, + 0.36410712549370833, + 0.36777814283500126, + 0.3714498074944771, + 0.3751224185135215, + 0.3787965041732915, + 0.3824728171331228, + 0.38615232797664734, + 0.389836217212032, + 0.3935258657813743, + 0.3972228441427402, + 0.40092889999612275, + 0.40464594473218674, + 0.40837603868953637, + 0.4121213753128319, + 0.4158842643100613, + 0.41966711391266737, + 0.42347241234728294, + 0.42730270863204733, + 0.4311605928143697, + 0.43504867577009204, + 0.4389695686866506, + 0.4429258623547025, + 0.44692010639401647, + 0.4509547885400725, + 0.4550323141177293, + 0.45915498582772674, + 0.46332498397026334, + 0.46754434722799554, + 0.47181495412795244, + 0.4761385052985089, + 0.4805165066335434, + 0.4849502534711178, + 0.48944081588882665, + 0.4939890252119357, + 0.4985954618241032, + 0.5032604443633512, + 0.507984020378615, + 0.5127659585142256, + 0.5176057422813929, + 0.522502565467202, + 0.5274553292226418, + 0.5324626408621655, + 0.5375228143979304, + 0.5426338728225371, + 0.5477935521446766, + 0.5529993071726277, + 0.5582483190313531, + 0.5635375043895999, + 0.568863526364573, + 0.5742228070628003, + 0.5796115417074339, + 0.5850257142939984, + 0.5904611147086501, + 0.5959133572357378, + 0.6013779003741027, + 0.6068500678751104, + 0.6123250709089584, + 0.6177980312601328, + 0.6232640054473126, + 0.6287180096582149, + 0.6341550453851935, + 0.6395701256433248, + 0.6449583016490247, + 0.6503146898338391, + 0.6556344990652431, + 0.6609130579436499, + 0.6661458420427319, + 0.6713285009584254, + 0.6764568850305422, + 0.6815270716000345, + 0.6865353906642445, + 0.6914784497924802, + 0.6963531581643752, + 0.7011567495944047, + 0.7058868044070317, + 0.7105412700288231, + 0.7151184801662135, + 0.7196171724404924, + 0.7240365043553104, + 0.7283760674761373, + 0.7326358997063447, + 0.7368164955502049, + 0.7409188142599046, + 0.7449442857710687, + 0.7488948143396539, + 0.75277277980242, + 0.7565810363932711, + 0.7603229090589334, + 0.7640021872294085, + 0.7676231160115187, + 0.7711903847876352, + 0.7747091132161887, + 0.7781848346459015, + 0.7816234769715762, + 0.7850313409758706, + 0.7884150762184641, + 0.7917816545514015, + 0.7951383413570451, + 0.7984926646226276, + 0.801852381983203, + 0.805225445882004, + 0.8086199670143652, + 0.812044176237674, + 0.8155063851456101, + 0.8190149455196019, + 0.8225782078840798, + 0.8262044794045457, + 0.829901981378256, + 0.8336788065767203, + 0.8375428767066166, + 0.8415019002614057, + 0.8455633310394242, + 0.8497343276056116, + 0.8540217139732281, + 0.8584319417787105, + 0.8629710542172757, + 0.8676446519989481, + 0.8724578615744225, + 0.8774153058674065, + 0.8825210777351323, + 0.8877787163615561, + 0.8931911867682779, + 0.898760862607078, + 0.9044895123745665, + 0.9103782891648832, + 0.9164277240499309, + 0.9226377231493782, + 0.9290075684241779, + 0.93553592219831, + 0.9422208353840867, + 0.9490597593567156, + 0.9560495613946486, + 0.9631865435732451, + 0.9704664649715132, + 0.9778845670247654, + 0.9854356018306095, + 0.9931138631921924, + 1.0009132201607704, + 1.0088271528204853, + 1.016848790041164, + 1.0249709489108585, + 1.0331861755484022, + 1.0414867869880118, + 1.0498649138226102, + 1.0583125432904856, + 1.0668215624910717, + 1.075383801419766, + 1.0839910755191553, + 1.092635227454387, + 1.1013081678335748, + 1.1100019146100204, + 1.1187086309215233, + 1.1274206611423307, + 1.1361305649459585, + 1.1448311492010597, + 1.153515497547772, + 1.1621769975283733, + 1.1708093651727283, + 1.1794066669659258, + 1.187963339152542, + 1.196474204357904, + 1.2049344855324216, + 1.213339817248879, + 1.2216862544055362, + 1.2299702784084663, + 1.2381888009255573, + 1.24633916532105, + 1.254419145893649, + 1.2624269450530274, + 1.2703611885782917, + 1.278220919108813, + 1.286005588021144, + 1.293715045847538, + 1.3013495313900856, + 1.3089096596811687, + 1.3163964089356608, + 1.3238111066326501, + 1.3311554148558618, + 1.3384313150115232, + 1.3456410920313637, + 1.352787318156433, + 1.3598728363852204, + 1.3669007436571072, + 1.3738743738302832, + 1.380797280501658, + 1.3876732197054495, + 1.3945061325178887, + 1.4013001275867227, + 1.408059463597735, + 1.4147885316850897, + 1.4214918377888084, + 1.428173984961141, + 1.434839655623515, + 1.44149359377763, + 1.4481405871779223, + 1.4547854494774104, + 1.4614330023657374, + 1.4680880577255262, + 1.4747553998420775, + 1.4814397677104947, + 1.4881458374942302, + 1.4948782051986167, + 1.5016413696329063, + 1.5084397157432452, + 1.5152774984073887, + 1.5221588267893456, + 1.529087649357899, + 1.5360677396774423, + 1.5431026830817618, + 1.5501958643423583, + 1.5573504564407517, + 1.5645694105509202, + 1.5718554473314676, + 1.5792110496190632, + 1.586638456604037, + 1.5941396595563544, + 1.6017163991556325, + 1.609370164462532, + 1.617102193550885, + 1.624913475801081, + 1.632804755834899, + 1.6407765390517297, + 1.6488290987050338, + 1.6569624844374735, + 1.665176532172858, + 1.673470875243852, + 1.6818449566166713, + 1.6902980420572649, + 1.698829234069723, + 1.7074374864248543, + 1.7161216190881914, + 1.724880333348945, + 1.7337122269483485, + 1.7426158090044455, + 1.7515895145328353, + 1.7606317183683102, + 1.7697407483005385, + 1.778914897248604, + 1.7881524343131139, + 1.7974516145616315, + 1.8068106874220686, + 1.8162279035797577, + 1.8257015202968527, + 1.8352298050963927, + 1.844811037778443, + 1.8544435107606914, + 1.8641255277613726, + 1.8738554008666162, + 1.8836314460484846, + 1.893451977221904, + 1.9033152989493287, + 1.9132196979203284, + 1.923163433348818, + 1.9331447264436883, + 1.9431617491182098, + 1.9532126121099211, + 1.9632953526856454, + 1.973407922105582, + 1.983548173016106, + 1.9937138469328637, + 2.003902561964784, + 2.014111800914698, + 2.024338899874829, + 2.0345810374150055, + 2.0448352244386725, + 2.0550982947572014, + 2.0653668964065477, + 2.075637483703447, + 2.08590631001003, + 2.096169421148698, + 2.1064226493813396, + 2.116661607841549, + 2.126881685283987, + 2.137078040993126, + 2.1472455996746245, + 2.1573790461365503, + 2.1674728195556545, + 2.1775211071160516, + 2.1875178368041, + 2.1974566691446995, + 2.2073309876708738, + 2.2171338879297835, + 2.226858164845496, + 2.236496298280728, + 2.2460404366673643, + 2.2554823786074953, + 2.26481355238403, + 2.2740249933610626, + 2.283107319299772, + 2.292050703664167, + 2.300844847042725, + 2.3094789468659167, + 2.3179416656547285, + 2.3262210980916027, + 2.3343047372610446, + 2.3421794404622633, + 2.3498313950493466, + 2.3572460848052157, + 2.364408257402168, + 2.3713018935445476, + 2.3779101784259122, + 2.384215476163974, + 2.3901993079003994, + 2.3958423342687007, + 2.4011243429410754, + 2.4060242419639004, + 2.41052005958091, + 2.414588951222352, + 2.4182072143082696, + 2.4213503114727413, + 2.423992902765292, + 2.4261088873244154, + 2.4276714549471836, + 2.4286531478986904, + 2.4290259332159585, + 2.428761285663479, + 2.427830281393129, + 2.426203702250252, + 2.4238521505515407, + 2.4207461740401817, + 2.4168564006009174, + 2.4121536821936105, + 2.4066092473395964, + 2.4001948613733, + 2.3928829935521545, + 2.38464699000391, + 2.375461251382657, + 2.365301414004911, + 2.354144533147069, + 2.341969267105683, + 2.328756060555135, + 2.314487325683069, + 2.2991476195447946, + 2.2827238160538763, + 2.2652052710180635, + 2.2465839786391713, + 2.2268547179205855, + 2.206015187470297, + 2.184066127246856, + 2.161011425873212, + 2.13685821223713, + 2.1116169302055536, + 2.0853013954047857, + 2.0579288331551924, + 2.0295198967992785, + 2.0000986658219424, + 1.9696926233309906, + 1.9383326126430698, + 1.906052772901094, + 1.8728904538352285, + 1.8388861099648044, + 1.8040831747247963, + 1.768527915181763, + 1.7322692681822145, + 1.695358658945495, + 1.6578498032743887, + 1.619798494706793, + 1.5812623780678945, + 1.5423007110062243 + ], + "yaxis": "y" + }, + { + "fill": "tozeroy", + "hovertemplate": "Synthetic
Frequency: %{y}", + "legendgroup": "Synthetic", + "marker": { + "color": "#01E0C9" + }, + "mode": "lines", + "name": "Synthetic", + "showlegend": true, + "type": "scatter", + "x": [ + 4.099248977228182, + 4.10105014790954, + 4.102851318590896, + 4.104652489272254, + 4.106453659953611, + 4.1082548306349675, + 4.110056001316325, + 4.111857171997682, + 4.113658342679039, + 4.115459513360396, + 4.117260684041754, + 4.11906185472311, + 4.120863025404468, + 4.122664196085825, + 4.124465366767182, + 4.126266537448539, + 4.128067708129897, + 4.129868878811253, + 4.131670049492611, + 4.133471220173968, + 4.135272390855325, + 4.137073561536682, + 4.1388747322180395, + 4.140675902899396, + 4.1424770735807535, + 4.144278244262111, + 4.146079414943467, + 4.147880585624825, + 4.149681756306182, + 4.151482926987539, + 4.153284097668896, + 4.155085268350254, + 4.15688643903161, + 4.158687609712968, + 4.160488780394325, + 4.162289951075682, + 4.164091121757039, + 4.1658922924383965, + 4.167693463119753, + 4.1694946338011105, + 4.171295804482468, + 4.1730969751638245, + 4.174898145845182, + 4.176699316526539, + 4.178500487207896, + 4.180301657889253, + 4.182102828570611, + 4.183903999251967, + 4.185705169933325, + 4.187506340614682, + 4.189307511296039, + 4.191108681977396, + 4.192909852658754, + 4.19471102334011, + 4.196512194021468, + 4.198313364702825, + 4.200114535384182, + 4.201915706065539, + 4.203716876746896, + 4.205518047428253, + 4.20731921810961, + 4.209120388790968, + 4.210921559472324, + 4.212722730153682, + 4.214523900835038, + 4.216325071516396, + 4.218126242197753, + 4.21992741287911, + 4.221728583560467, + 4.223529754241825, + 4.225330924923181, + 4.227132095604539, + 4.228933266285896, + 4.230734436967253, + 4.23253560764861, + 4.2343367783299675, + 4.236137949011324, + 4.2379391196926814, + 4.239740290374039, + 4.241541461055395, + 4.243342631736753, + 4.24514380241811, + 4.246944973099467, + 4.248746143780824, + 4.250547314462182, + 4.252348485143538, + 4.254149655824896, + 4.255950826506253, + 4.25775199718761, + 4.259553167868967, + 4.2613543385503245, + 4.263155509231681, + 4.2649566799130385, + 4.266757850594396, + 4.2685590212757525, + 4.27036019195711, + 4.272161362638467, + 4.273962533319824, + 4.275763704001181, + 4.277564874682539, + 4.279366045363895, + 4.281167216045253, + 4.28296838672661, + 4.284769557407967, + 4.286570728089324, + 4.288371898770682, + 4.290173069452038, + 4.291974240133396, + 4.293775410814753, + 4.2955765814961095, + 4.297377752177467, + 4.299178922858824, + 4.300980093540181, + 4.302781264221538, + 4.304582434902896, + 4.306383605584252, + 4.30818477626561, + 4.309985946946967, + 4.311787117628324, + 4.313588288309681, + 4.315389458991039, + 4.317190629672395, + 4.318991800353753, + 4.32079297103511, + 4.322594141716467, + 4.324395312397824, + 4.3261964830791815, + 4.327997653760538, + 4.3297988244418955, + 4.331599995123253, + 4.333401165804609, + 4.335202336485967, + 4.337003507167324, + 4.338804677848681, + 4.340605848530038, + 4.342407019211396, + 4.344208189892752, + 4.34600936057411, + 4.347810531255467, + 4.349611701936824, + 4.351412872618181, + 4.3532140432995385, + 4.355015213980895, + 4.3568163846622525, + 4.35861755534361, + 4.3604187260249665, + 4.362219896706324, + 4.364021067387681, + 4.365822238069038, + 4.367623408750395, + 4.369424579431753, + 4.371225750113109, + 4.373026920794467, + 4.374828091475824, + 4.376629262157181, + 4.378430432838538, + 4.380231603519896, + 4.382032774201252, + 4.38383394488261, + 4.385635115563967, + 4.387436286245324, + 4.389237456926681, + 4.391038627608038, + 4.392839798289395, + 4.394640968970752, + 4.39644213965211, + 4.398243310333466, + 4.400044481014824, + 4.401845651696181, + 4.403646822377538, + 4.405447993058895, + 4.407249163740253, + 4.409050334421609, + 4.410851505102967, + 4.412652675784324, + 4.414453846465681, + 4.416255017147038, + 4.418056187828395, + 4.419857358509752, + 4.4216585291911095, + 4.423459699872467, + 4.4252608705538234, + 4.427062041235181, + 4.428863211916537, + 4.430664382597895, + 4.432465553279252, + 4.43426672396061, + 4.436067894641966, + 4.437869065323324, + 4.43967023600468, + 4.441471406686038, + 4.443272577367395, + 4.4450737480487525, + 4.446874918730109, + 4.4486760894114665, + 4.450477260092823, + 4.4522784307741805, + 4.454079601455538, + 4.455880772136895, + 4.457681942818252, + 4.459483113499609, + 4.461284284180966, + 4.463085454862323, + 4.464886625543681, + 4.466687796225037, + 4.468488966906395, + 4.470290137587752, + 4.472091308269109, + 4.473892478950466, + 4.475693649631824, + 4.47749482031318, + 4.479295990994538, + 4.481097161675895, + 4.4828983323572515, + 4.484699503038609, + 4.486500673719966, + 4.488301844401323, + 4.49010301508268, + 4.491904185764038, + 4.493705356445394, + 4.495506527126752, + 4.497307697808109, + 4.499108868489466, + 4.500910039170823, + 4.502711209852181, + 4.504512380533537, + 4.506313551214895, + 4.508114721896252, + 4.509915892577609, + 4.511717063258966, + 4.5135182339403235, + 4.51531940462168, + 4.5171205753030375, + 4.518921745984395, + 4.520722916665751, + 4.522524087347109, + 4.524325258028466, + 4.526126428709823, + 4.52792759939118, + 4.529728770072538, + 4.531529940753894, + 4.533331111435252, + 4.535132282116609, + 4.536933452797966, + 4.538734623479323, + 4.5405357941606805, + 4.542336964842037, + 4.5441381355233945, + 4.545939306204752, + 4.5477404768861085, + 4.549541647567466, + 4.551342818248823, + 4.55314398893018, + 4.554945159611537, + 4.556746330292895, + 4.558547500974251, + 4.560348671655609, + 4.562149842336966, + 4.563951013018323, + 4.56575218369968, + 4.567553354381038, + 4.569354525062394, + 4.571155695743752, + 4.572956866425109, + 4.574758037106466, + 4.576559207787823, + 4.57836037846918, + 4.580161549150537, + 4.581962719831894, + 4.583763890513252, + 4.585565061194608, + 4.587366231875966, + 4.589167402557323, + 4.59096857323868, + 4.592769743920037, + 4.594570914601395, + 4.596372085282751, + 4.598173255964109, + 4.599974426645466, + 4.601775597326823, + 4.60357676800818, + 4.6053779386895375, + 4.607179109370894, + 4.6089802800522515, + 4.610781450733609, + 4.6125826214149654, + 4.614383792096323, + 4.61618496277768, + 4.617986133459037, + 4.619787304140394, + 4.621588474821751, + 4.623389645503108, + 4.625190816184466, + 4.626991986865823, + 4.62879315754718, + 4.630594328228537, + 4.632395498909894, + 4.634196669591251, + 4.6359978402726085, + 4.637799010953966, + 4.6396001816353225, + 4.64140135231668, + 4.6432025229980365, + 4.645003693679394, + 4.646804864360751, + 4.648606035042109, + 4.650407205723465, + 4.652208376404823, + 4.654009547086179, + 4.655810717767537, + 4.657611888448894, + 4.659413059130252, + 4.661214229811608, + 4.663015400492966, + 4.664816571174322, + 4.66661774185568, + 4.668418912537037, + 4.670220083218394, + 4.672021253899751, + 4.673822424581108, + 4.675623595262465, + 4.677424765943822, + 4.67922593662518, + 4.681027107306536, + 4.682828277987894, + 4.684629448669251, + 4.686430619350608, + 4.688231790031965, + 4.690032960713323, + 4.69183413139468, + 4.693635302076037, + 4.695436472757394, + 4.697237643438751, + 4.699038814120108, + 4.7008399848014655, + 4.702641155482823, + 4.7044423261641795, + 4.706243496845537, + 4.708044667526893, + 4.709845838208251, + 4.711647008889608, + 4.713448179570966, + 4.715249350252322, + 4.71705052093368, + 4.718851691615036, + 4.720652862296394, + 4.722454032977751, + 4.724255203659108, + 4.726056374340465, + 4.7278575450218225, + 4.729658715703179, + 4.7314598863845365, + 4.733261057065894, + 4.7350622277472505, + 4.736863398428608, + 4.738664569109965, + 4.740465739791322, + 4.742266910472679, + 4.744068081154037, + 4.745869251835393, + 4.747670422516751, + 4.749471593198108, + 4.751272763879465, + 4.753073934560822, + 4.75487510524218, + 4.756676275923536, + 4.758477446604894, + 4.760278617286251, + 4.762079787967608, + 4.763880958648965, + 4.765682129330322, + 4.767483300011679, + 4.769284470693036, + 4.771085641374394, + 4.77288681205575, + 4.774687982737108, + 4.776489153418465, + 4.778290324099822, + 4.780091494781179, + 4.781892665462537, + 4.783693836143893, + 4.785495006825251, + 4.787296177506608, + 4.789097348187965, + 4.790898518869322, + 4.7926996895506795, + 4.794500860232036, + 4.7963020309133935, + 4.798103201594751, + 4.7999043722761074, + 4.801705542957465, + 4.803506713638822, + 4.805307884320179, + 4.807109055001536, + 4.808910225682894, + 4.81071139636425, + 4.812512567045608, + 4.814313737726965, + 4.816114908408322, + 4.817916079089679, + 4.8197172497710365, + 4.821518420452393, + 4.8233195911337505, + 4.825120761815107, + 4.8269219324964645, + 4.828723103177822, + 4.830524273859179, + 4.832325444540536, + 4.834126615221893, + 4.83592778590325, + 4.837728956584607, + 4.839530127265965, + 4.841331297947322, + 4.843132468628679, + 4.844933639310036, + 4.846734809991394, + 4.84853598067275, + 4.850337151354108, + 4.852138322035465, + 4.853939492716822, + 4.855740663398179, + 4.857541834079536, + 4.859343004760893, + 4.86114417544225, + 4.862945346123608, + 4.864746516804964, + 4.866547687486322, + 4.868348858167678, + 4.870150028849036, + 4.871951199530393, + 4.873752370211751, + 4.875553540893107, + 4.877354711574465, + 4.879155882255821, + 4.880957052937179, + 4.882758223618536, + 4.8845593942998935, + 4.88636056498125, + 4.8881617356626075, + 4.889962906343964, + 4.8917640770253215, + 4.893565247706679, + 4.895366418388036, + 4.897167589069393, + 4.89896875975075, + 4.900769930432107, + 4.902571101113464, + 4.904372271794822, + 4.906173442476179, + 4.907974613157536, + 4.909775783838893, + 4.91157695452025, + 4.913378125201607, + 4.9151792958829645, + 4.916980466564322, + 4.9187816372456785, + 4.920582807927036, + 4.9223839786083925, + 4.92418514928975, + 4.925986319971107, + 4.927787490652465, + 4.929588661333821, + 4.931389832015179, + 4.933191002696535, + 4.934992173377893, + 4.93679334405925, + 4.938594514740607, + 4.940395685421964, + 4.942196856103322, + 4.943998026784678, + 4.945799197466036, + 4.947600368147393, + 4.94940153882875, + 4.951202709510107, + 4.953003880191464, + 4.954805050872821, + 4.956606221554178, + 4.958407392235536, + 4.960208562916892, + 4.96200973359825, + 4.963810904279607, + 4.965612074960964, + 4.967413245642321, + 4.969214416323679, + 4.971015587005035, + 4.972816757686393, + 4.97461792836775, + 4.976419099049107, + 4.978220269730464, + 4.9800214404118215, + 4.981822611093178, + 4.9836237817745355, + 4.985424952455893, + 4.9872261231372494, + 4.989027293818607, + 4.990828464499964, + 4.992629635181321, + 4.994430805862678, + 4.996231976544036, + 4.998033147225392 + ], + "xaxis": "x", + "y": [ + 0.030622499691873573, + 0.03150238781930928, + 0.03239146698329484, + 0.033289897946739866, + 0.034197905412858616, + 0.035115779990498495, + 0.03604387977327665, + 0.03698263151070584, + 0.037932531351584926, + 0.038894145142123804, + 0.039868108263619736, + 0.04085512499699474, + 0.041855967404075226, + 0.0428714737181939, + 0.04390254623951937, + 0.044950148733397546, + 0.04601530333297784, + 0.04709908695048737, + 0.04820262720463985, + 0.04932709787487317, + 0.050473713896394656, + 0.05164372591329443, + 0.05283841441033637, + 0.05405908344738746, + 0.055307054023803766, + 0.05658365710341022, + 0.057890226334016935, + 0.059228090498641334, + 0.06059856573872711, + 0.06200294759269411, + 0.06344250289599837, + 0.06491846159158327, + 0.06643200850207377, + 0.06798427511728639, + 0.06957633145254423, + 0.07120917803493516, + 0.07288373807586838, + 0.07460084988913808, + 0.07636125961416369, + 0.07816561430400448, + 0.0800144554372179, + 0.08190821291162356, + 0.08384719957641501, + 0.08583160635692429, + 0.08786149802367432, + 0.08993680965404675, + 0.09205734383103709, + 0.09422276861921088, + 0.09643261635296649, + 0.09868628326675716, + 0.1009830299909557, + 0.10332198293062803, + 0.10570213653763305, + 0.10812235647930835, + 0.11058138369953363, + 0.11307783936024232, + 0.1156102306436614, + 0.11817695738760771, + 0.12077631951830843, + 0.12340652523743759, + 0.12606569991244415, + 0.128751895611983, + 0.13146310122134086, + 0.13419725306631328, + 0.136952245968083, + 0.13972594464651825, + 0.1425161953846965, + 0.14532083786390407, + 0.14813771707547185, + 0.1509646952139701, + 0.15379966345539772, + 0.156640553524147, + 0.1594853489536737, + 0.16233209594807188, + 0.16517891375505875, + 0.16802400446517649, + 0.17086566215744278, + 0.1737022813179512, + 0.17653236446521067, + 0.1793545289241063, + 0.1821675126991806, + 0.18497017940748278, + 0.18776152224128853, + 0.19054066694150118, + 0.1933068737733155, + 0.19605953850678798, + 0.19879819241589491, + 0.2015225013205907, + 0.2042322637070561, + 0.20692740797154374, + 0.20960798884292656, + 0.21227418304814508, + 0.2149262842929252, + 0.21756469763744193, + 0.2201899333529226, + 0.2228026003502794, + 0.2254033992758028, + 0.22799311537162864, + 0.2305726112000241, + 0.23314281933052702, + 0.2357047350876178, + 0.2382594094539186, + 0.2408079422198536, + 0.2433514754654642, + 0.2458911874535537, + 0.2484282870057557, + 0.2509640084245206, + 0.2534996070144938, + 0.2560363552465088, + 0.25857553959654556, + 0.2611184580806355, + 0.26366641849501316, + 0.26622073735906265, + 0.26878273954674775, + 0.2713537585806039, + 0.2739351375511576, + 0.27652823061379345, + 0.27913440500498293, + 0.2817550435104946, + 0.2843915473097336, + 0.2870453391129753, + 0.28971786650205916, + 0.292410605379999, + 0.29512506343127126, + 0.29786278349209494, + 0.3006253467290176, + 0.3034143755244206, + 0.30623153596931596, + 0.30907853986690403, + 0.3119571461547595, + 0.31486916165923773, + 0.3178164411025881, + 0.32080088629129955, + 0.3238244444233003, + 0.3268891054616125, + 0.3299968985329162, + 0.3331498873210162, + 0.3363501644373012, + 0.3395998447628097, + 0.34290105776943763, + 0.3462559388407856, + 0.3496666196261888, + 0.35313521747447935, + 0.3566638240066622, + 0.3602544928989829, + 0.3639092269597335, + 0.36762996459423636, + 0.37141856576280896, + 0.3752767975461172, + 0.37920631944075556, + 0.3832086685153235, + 0.3872852445635909, + 0.3914372953962355, + 0.3956659024162975, + 0.3999719666257388, + 0.4043561952112715, + 0.40881908885682344, + 0.4133609299278731, + 0.41798177166896877, + 0.42268142855049445, + 0.427459467893884, + 0.4323152028960915, + 0.43724768716437984, + 0.4422557108612937, + 0.447337798547244, + 0.4524922087943423, + 0.4577169356305127, + 0.4630097118570357, + 0.46836801426612423, + 0.4737890707680252, + 0.47926986941927036, + 0.4848071693257271, + 0.49039751337600823, + 0.4960372427426296, + 0.5017225130705244, + 0.5074493122553237, + 0.5132134796970838, + 0.5190107268994583, + 0.5248366592698136, + 0.5306867989623076, + 0.5365566085942413, + 0.5424415156556465, + 0.5483369374237478, + 0.5542383061872547, + 0.560141094580977, + 0.5660408408287195, + 0.5719331736921069, + 0.5778138369247314, + 0.5836787130349643, + 0.5895238461668312, + 0.5953454639164458, + 0.6011399979114203, + 0.6069041029926804, + 0.6126346748515161, + 0.6183288659898084, + 0.6239840998876539, + 0.6295980832802112, + 0.6351688164637206, + 0.6406946015698606, + 0.6461740487667852, + 0.651606080364862, + 0.6569899328244123, + 0.6623251566820125, + 0.6676116144302403, + 0.672849476403544, + 0.6780392147396169, + 0.683181595501025, + 0.6882776690560929, + 0.6933287588305367, + 0.6983364485523358, + 0.7033025681216566, + 0.708229178244956, + 0.7131185539782244, + 0.7179731673280649, + 0.7227956690614049, + 0.7275888698749449, + 0.7323557210742119, + 0.7370992949091046, + 0.7418227647085668, + 0.7465293849515129, + 0.7512224714043414, + 0.7559053814477122, + 0.7605814947069236, + 0.7652541940910678, + 0.769926847336706, + 0.7746027891421835, + 0.7792853039688172, + 0.783977609575584, + 0.7886828413444983, + 0.7934040374447955, + 0.7981441248755271, + 0.802905906418202, + 0.8076920485238825, + 0.8125050701525974, + 0.8173473325772587, + 0.8222210301592907, + 0.8271281820990786, + 0.8320706251610303, + 0.8370500073703588, + 0.8420677826767654, + 0.8471252065789682, + 0.8522233327030128, + 0.8573630103270319, + 0.8625448828449779, + 0.8677693871619603, + 0.8730367540139528, + 0.8783470092049283, + 0.8836999757544152, + 0.8890952769482577, + 0.8945323402849801, + 0.9000104023090679, + 0.9055285143210878, + 0.9110855489527455, + 0.9166802075922588, + 0.922311028642392, + 0.9279763965897319, + 0.9336745518594117, + 0.9394036014245859, + 0.9451615301344691, + 0.9509462127189261, + 0.9567554264212162, + 0.9625868642039594, + 0.9684381484666734, + 0.9743068452063043, + 0.9801904785455305, + 0.9860865455469667, + 0.9919925312252243, + 0.9979059236629984, + 1.0038242291322363, + 1.0097449871170066, + 1.015665785131206, + 1.0215842732217628, + 1.0274981780463919, + 1.033405316415006, + 1.0393036081847689, + 1.0451910884011624, + 1.0510659185814326, + 1.0569263970417693, + 1.0627709681762938, + 1.068598230603982, + 1.0744069441089659, + 1.0801960353102733, + 1.0859646020089868, + 1.0917119161737694, + 1.0974374255394213, + 1.103140753808035, + 1.1088216994575684, + 1.1144802331783328, + 1.1201164939741441, + 1.1257307839807342, + 1.1313235620700297, + 1.136895436324431, + 1.1424471554798636, + 1.1479795994506472, + 1.1534937690618654, + 1.1589907751266753, + 1.1644718270159562, + 1.169938220876221, + 1.175391327658048, + 1.1808325811218883, + 1.186263465990355, + 1.1916855064162004, + 1.1971002549327663, + 1.202509282049248, + 1.2079141666457756, + 1.2133164873141056, + 1.2187178147778068, + 1.2241197055119588, + 1.229523696666178, + 1.2349313023769388, + 1.240344011535303, + 1.2457632870549151, + 1.2511905666626582, + 1.2566272652108634, + 1.2620747784857136, + 1.267534488462116, + 1.2730077699306226, + 1.2784959983979154, + 1.284000559138868, + 1.289522857255619, + 1.295064328578253, + 1.300626451222217, + 1.3062107576004274, + 1.3118188466732479, + 1.317452396207208, + 1.3231131748040765, + 1.3288030534558741, + 1.334524016378416, + 1.340278170876605, + 1.3460677559989165, + 1.3518951497461196, + 1.3577628746105659, + 1.3636736012371768, + 1.369630150015446, + 1.3756354904331243, + 1.3816927380467334, + 1.3878051489512726, + 1.3939761116610694, + 1.4002091363456266, + 1.406507841397737, + 1.4128759373460358, + 1.4193172081599466, + 1.4258354900309833, + 1.4324346477506793, + 1.4391185488407219, + 1.445891035625703, + 1.4527558954716155, + 1.4597168294445044, + 1.4667774196722612, + 1.4739410957181303, + 1.4812111002974302, + 1.4885904546875528, + 1.4960819241965975, + 1.5036879840668185, + 1.5114107861957151, + 1.5192521270593373, + 1.5272134172202394, + 1.535295652794952, + 1.5434993892441653, + 1.5518247178325062, + 1.560271245084162, + 1.5688380755355709, + 1.5775237980579466, + 1.5863264759899387, + 1.5952436412852995, + 1.604272292842239, + 1.6134088991403888, + 1.622649405268978, + 1.6319892443859656, + 1.6414233536030678, + 1.650946194246911, + 1.6605517764015263, + 1.670233687593723, + 1.679985125439851, + 1.6897989340319144, + 1.69966764380213, + 1.7095835145690554, + 1.7195385814358715, + 1.7295247031817251, + 1.739533612761613, + 1.7495569695088864, + 1.7595864126170586, + 1.769613615464702, + 1.7796303403390947, + 1.7896284931101993, + 1.799600177407374, + 1.8095377478560555, + 1.8194338619412138, + 1.8292815300773893, + 1.8390741634823613, + 1.8488056194720994, + 1.858470243818034, + 1.8680629098344674, + 1.8775790538923354, + 1.8870147070862369, + 1.8963665228137674, + 1.9056318000589807, + 1.9148085022054468, + 1.923895271237787, + 1.9328914372238608, + 1.9417970230017543, + 1.9506127440272611, + 1.959340003366761, + 1.967980881848059, + 1.976538123407585, + 1.9850151156951246, + 1.9934158660182368, + 2.0017449727264727, + 2.0100075921510046, + 2.0182094012281535, + 2.026356555945748, + 2.0344556457592367, + 2.0425136441305303, + 2.0505378553465703, + 2.058535857777362, + 2.0665154437345437, + 2.074484556092393, + 2.082451221833601, + 2.0904234826826804, + 2.0984093229911616, + 2.1064165950409723, + 2.1144529419362894, + 2.1225257182599604, + 2.130641908678795, + 2.138808044692931, + 2.1470301197384956, + 2.1553135028700434, + 2.1636628512697014, + 2.17208202185453, + 2.1805739822807033, + 2.18914072167479, + 2.1977831614560084, + 2.206501066650921, + 2.2152929581411387, + 2.224156026326382, + 2.233086046727711, + 2.2420772980992885, + 2.2511224836600676, + 2.2602126560989237, + 2.2693371470467194, + 2.2784835017459844, + 2.287637419681766, + 2.2967827019653173, + 2.3059012062839663, + 2.31497281024536, + 2.323975383950705, + 2.332884772629299, + 2.3416747901539807, + 2.3503172242342862, + 2.3587818540495498, + 2.367036481037998, + 2.3750469734995563, + 2.3827773255993465, + 2.3901897312758034, + 2.397244673462108, + 2.4039010289227942, + 2.41011618888907, + 2.4158461955480073, + 2.4210458943028637, + 2.425669101575665, + 2.429668787770417, + 2.4329972748569357, + 2.435606447874012, + 2.4374479794868296, + 2.4384735665708264, + 2.4386351776331785, + 2.4378853097269917, + 2.4361772533633443, + 2.4334653637856336, + 2.4297053368404016, + 2.424854487561725, + 2.4188720294840786, + 2.411719352612979, + 2.4033602979155777, + 2.393761426146174, + 2.382892278795477, + 2.370725628948349, + 2.357237719853946, + 2.342408489054108, + 2.326221775981969, + 2.3086655110319025, + 2.289731884213952, + 2.2694174916404135, + 2.247723458247868, + 2.2246555353328517, + 2.2002241716730095, + 2.1744445572154163, + 2.147336638536668, + 2.1189251055154372, + 2.089239348902302, + 2.0583133887226834, + 2.0261857737030486, + 1.9928994521663514, + 1.9585016150952976, + 1.9230435123102743, + 1.8865802429491212, + 1.8491705216648413, + 1.810876422173921, + 1.77176309998774, + 1.731898496341683 + ], + "yaxis": "y" + } + ], + "layout": { + "barmode": "overlay", + "font": { + "size": 18 + }, + "hovermode": "closest", + "legend": { + "traceorder": "reversed" + }, + "plot_bgcolor": "#F5F5F8", + "showlegend": true, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "heatmapgl": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmapgl" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "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, + "#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, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 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, + "#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 + } + } + }, + "title": {}, + "xaxis": { + "anchor": "y2", + "domain": [ + 0, + 1 + ], + "zeroline": false + }, + "yaxis": { + "anchor": "free", + "domain": [ + 0, + 1 + ], + "position": 0 + } + } + }, + "text/html": [ + "
" + ] + }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "compare_1d(data, synth_data)" + "for column in data.columns:\n", + " fig = compare_1d(data[column], synth_data[column])\n", + " fig.show()" ] }, { @@ -891,7 +29052,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 31, "metadata": {}, "outputs": [], "source": [ @@ -910,7 +29071,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 32, "metadata": {}, "outputs": [ { @@ -919,7 +29080,7 @@ "copulas.univariate.beta.BetaUnivariate" ] }, - "execution_count": 29, + "execution_count": 32, "metadata": {}, "output_type": "execute_result" } @@ -945,7 +29106,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 33, "metadata": {}, "outputs": [ { @@ -956,7 +29117,7 @@ " 'type': 'copulas.univariate.gaussian.GaussianUnivariate'}" ] }, - "execution_count": 30, + "execution_count": 33, "metadata": {}, "output_type": "execute_result" } @@ -989,7 +29150,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 34, "metadata": {}, "outputs": [ { @@ -1062,7 +29223,7 @@ "4 TruncatedGaussian ParametricType.PARAMETRIC BoundedType.BOUNDED" ] }, - "execution_count": 31, + "execution_count": 34, "metadata": {}, "output_type": "execute_result" } @@ -1098,20 +29259,20 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 35, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "{'a': -1.5932065697344446,\n", - " 'b': 1.2398855571316814e-14,\n", - " 'loc': 13.193107687054022,\n", - " 'scale': 10.315282059796969,\n", + "{'a': -1.5932081561011588,\n", + " 'b': 0.0,\n", + " 'loc': 13.19310768705415,\n", + " 'scale': 10.315271788810145,\n", " 'type': 'copulas.univariate.truncated_gaussian.TruncatedGaussian'}" ] }, - "execution_count": 32, + "execution_count": 35, "metadata": {}, "output_type": "execute_result" } @@ -1131,7 +29292,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -1145,7 +29306,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.9" + "version": "3.11.5" } }, "nbformat": 4, diff --git a/tutorials/03_Multivariate_Distributions.ipynb b/tutorials/03_Multivariate_Distributions.ipynb index c11e8cf3..def93e69 100644 --- a/tutorials/03_Multivariate_Distributions.ipynb +++ b/tutorials/03_Multivariate_Distributions.ipynb @@ -145,19 +145,3948 @@ "outputs": [ { "data": { - "text/plain": [ - "" + "text/html": [ + " \n", + " " ] }, - "execution_count": 4, "metadata": {}, - "output_type": "execute_result" + "output_type": "display_data" }, { "data": { - "image/png": "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", - "text/plain": [ - "
" + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "hovertemplate": "Data=Real
x=%{x}
y=%{y}
z=%{z}", + "legendgroup": "Real", + "marker": { + "color": "#000036", + "size": 5, + "symbol": "circle" + }, + "mode": "markers", + "name": "Real", + "scene": "scene", + "showlegend": true, + "type": "scatter3d", + "x": [ + 9.004177354909239e-05, + 0.8819273379549436, + 0.5003865237834356, + 1.8385437846049354e-12, + 0.16279146500007452, + 1.8539085703290248e-17, + 0.9999988338450724, + 0.4783893616639808, + 0.0042732432689883675, + 0.9809579383340237, + 0.9999996206146252, + 0.09417218589354895, + 0.004352617582050614, + 7.79049452822851e-05, + 0.9999999999912171, + 0.9999969655953557, + 2.2931955375055183e-12, + 0.8553620843576518, + 0.999988513027451, + 0.9880118138884082, + 8.267133671466523e-07, + 5.98364252648376e-15, + 8.26543990127396e-05, + 0.005947441678046152, + 0.9999804692757127, + 0.9036394549204502, + 0.619436930611018, + 0.012998298581060717, + 0.00035215253301984294, + 2.6962490477637393e-09, + 0.9732325061171405, + 0.999781518100652, + 0.0013800165305519606, + 2.7992797828587494e-08, + 6.05117862301852e-12, + 0.9999987271679586, + 2.0277849774014267e-22, + 0.4234694493485783, + 0.9999999999334924, + 0.9999875493219413, + 0.9628557955016216, + 0.9999999316427814, + 0.39018604887434694, + 0.7939014409289543, + 0.9981789251996047, + 1.7567775710557966e-08, + 0.9544080274151585, + 0.9885159022408369, + 0.8818641284687807, + 5.269102720219746e-07, + 8.628961477697677e-14, + 0.008075743316326928, + 0.9999975548702797, + 0.0022298962054448416, + 0.999981411663405, + 0.9971638177655094, + 0.8024192653991781, + 0.03952001905039348, + 0.9999995453988859, + 0.9935514009766384, + 0.2608156255989924, + 0.9999753596394808, + 0.0018703604506614575, + 0.37542526671855203, + 2.1833248631934047e-19, + 0.998183607034937, + 3.182026880872669e-05, + 0.9999776106161096, + 0.04570196011707222, + 5.381211540431579e-05, + 0.9999984986509332, + 0.9934637902301507, + 0.9999999986734921, + 0.8730197413257846, + 4.631745068541153e-08, + 0.9999983705291866, + 5.169161400528226e-06, + 0.9999992021599335, + 0.222722278095124, + 1.369431640643768e-05, + 0.004412914027971684, + 0.8423650970476863, + 2.177447439170568e-10, + 0.9956022398607249, + 2.448311881249179e-12, + 1, + 0.9997135902725476, + 0.9999979209381971, + 0.9969908716517182, + 0.9999999953490228, + 0.9999833831249964, + 0.628476364348566, + 8.314648145184407e-05, + 0.9794838140112626, + 0.9996060542455149, + 1.4476280687414382e-10, + 0.9713152300108876, + 0.4265741083734746, + 0.1074652309812848, + 0.7838221362558108, + 0.9999999985056274, + 3.5460302198319985e-08, + 1, + 6.9987709998446225e-09, + 9.545231372143549e-16, + 0.08962594449317701, + 0.9999768009349748, + 0.9999831676322013, + 0.00024763713976402684, + 0.06421501658178642, + 0.811459037499377, + 1.1510728420984625e-06, + 0.6971312316005474, + 0.9998841810869418, + 0.9695258372162481, + 0.98987291527803, + 0.8294101833184158, + 2.0780829448812154e-06, + 0.999999999976266, + 0.9999975808078102, + 0.9998824395282206, + 1.6374723587601648e-18, + 0.00029071361818744124, + 0.7719339481076752, + 0.06392907638674636, + 0.9999487718496837, + 6.831343076015754e-06, + 0.9509155741558997, + 0.9999999792796235, + 0.008482316718401809, + 2.078855807648214e-06, + 0.8445447449027021, + 0.4804730609375661, + 0.8833960468768901, + 0.49767753730762326, + 0.3731400457545788, + 0.5483566892541328, + 0.8865138124850431, + 0.22191787984821715, + 0.999937604748255, + 0.999999037535073, + 0.9999999999991397, + 0.17780061007086484, + 0.0007192993812736357, + 0.11655195127814487, + 0.9997409868985323, + 7.267370121362635e-07, + 0.9999970072849427, + 0.9999999976676734, + 7.577483190919813e-11, + 0.1615152091720753, + 0.049437152648727674, + 0.990912362381984, + 0.999978995789649, + 0.9999999667401525, + 1.6040946735046809e-16, + 0.862109492855056, + 0.9998133496445247, + 0.00903311427003842, + 0.06710336892761405, + 0.9998121827917541, + 0.9294099862943406, + 0.2719556137968477, + 0.9948806019912709, + 0.0005225518689434695, + 8.59729933845222e-10, + 0.7716467582698575, + 0.8758253610545889, + 0.9999998601928543, + 0.592920969433479, + 0.0001028178649671519, + 0.01270664562945986, + 0.9999999999965882, + 0.005868088003321922, + 0.004869831005895121, + 0.9999991423826469, + 2.5582232187383917e-10, + 3.605780885260147e-14, + 0.9926764111148202, + 0.006359051692681257, + 0.14868441772086843, + 0.9998654361724252, + 0.9999688664573757, + 0.9999999626525081, + 2.5553231456445582e-09, + 3.0657186938980226e-07, + 0.9999999999999997, + 0.9999753679569354, + 1.9687586355734867e-08, + 0.0345546714869112, + 0.2911381024390707, + 0.9903776430408929, + 0.32689479775598945, + 0.9998426587435544, + 0.0006374349180953996, + 4.3316916331211054e-05, + 0.9990292016359745, + 0.4878070558672581, + 3.791973433318613e-10, + 0.00723973925726133, + 3.3993007149986994e-05, + 0.9999999999999997, + 0.9999999998914186, + 1.8392779197716796e-05, + 0.9936599762017101, + 0.9685818056700836, + 0.24205258034993668, + 0.24563180324098774, + 0.5062003696768249, + 4.5632682753193615e-08, + 1.5893116334527818e-10, + 0.0009258106695333814, + 0.9999829266555065, + 5.449391563251733e-08, + 0.9999999862890158, + 6.184754697259456e-10, + 2.9588816503109556e-11, + 0.9999999995888752, + 2.209552126726399e-11, + 0.5243371386115255, + 0.17788104819913597, + 0.9364875892293619, + 0.9999997102481766, + 0.9646157324359063, + 0.0005043505179454181, + 3.433871149071364e-07, + 6.962547771639538e-17, + 0.0005705181476345269, + 3.7800245951396733e-08, + 0.9212651795068142, + 0.9999194159746669, + 1.4828109799561261e-05, + 4.543291486302758e-07, + 9.554042126569798e-20, + 7.101186942141236e-14, + 0.0017937496875545702, + 1.7636250554032928e-09, + 0.9979091310648852, + 0.26850183728794685, + 0.03821805768292544, + 0.012965465417702186, + 1.2260233378371252e-08, + 0.6578600303227561, + 0.04385858619760754, + 0.9798276632016703, + 0.9380624432942081, + 0.9999999982437944, + 0.9334769800474823, + 6.336015582542333e-05, + 0.9999994292359857, + 0.7351073767867897, + 0.9364861991917587, + 0.9787473791087683, + 0.6773357166053052, + 0.9954766912544787, + 0.0004668834293854233, + 0.9999999932612442, + 0.9884089681088948, + 0.80421755384911, + 0.9970252604526022, + 0.9847651408421433, + 1.3871928328487631e-12, + 0.9971180668572894, + 0.11318388258177825, + 0.9999956278340403, + 0.9999962512570574, + 0.9893920860135357, + 2.088374712962488e-05, + 0.9957521500471241, + 1.9108570875295387e-08, + 0.01889531415020629, + 0.0071280538583332834, + 0.4595111749412914, + 0.9995736310751785, + 0.9999997911809402, + 0.8772679535418088, + 0.9999935902098118, + 0.9999999998095408, + 0.0054660104855033306, + 0.2513638243690073, + 0.9999281376212251, + 0.01451952234218004, + 0.010954875238739645, + 0.27631767267984947, + 1.015029704321471e-08, + 0.9984189547217048, + 0.0005090786652513512, + 0.9827800602120069, + 0.9999386331858429, + 0.0049694625058347855, + 0.15335600443816857, + 2.2751661375028332e-07, + 0.001623913440704038, + 0.9983025606920416, + 0.9999986863952941, + 0.999999811914888, + 0.0066777113860118096, + 0.9990024448768936, + 1.5130016298855355e-06, + 0.003388407091466977, + 0.04075990255560983, + 8.271207316823911e-14, + 0.999999998598962, + 0.371162369851305, + 2.7287649630666223e-07, + 0.6782701425284876, + 0.22055951423043635, + 0.06393205088108694, + 0.9943102358341701, + 0.008164691777154691, + 4.198975407835963e-09, + 0.09356763088871242, + 0.40332652738382196, + 6.219188238300987e-07, + 0.9996178175673537, + 0.03312327606076058, + 8.832966432406274e-13, + 0.012431548753754264, + 1.9351868139461005e-09, + 0.2065597888744507, + 0.9899983873644854, + 1.2319898940159352e-08, + 0.08376955514421551, + 0.9999949134820905, + 0.07838849690042869, + 0.7749899684412316, + 3.7551342761914466e-05, + 0.9999151819371316, + 0.016843735990217327, + 0.9860381067412862, + 0.014198412115083759, + 7.295263247164468e-08, + 7.014899276479278e-09, + 0.00016187531573628384, + 3.136406473775348e-06, + 0.7566396215061819, + 0.9999901835805616, + 1.188940759057053e-06, + 0.9940815177867737, + 0.9992058685492587, + 0.9999992799124434, + 0.061018113797804835, + 0.9993835075417001, + 5.5347904347575056e-08, + 0.0009109311927523739, + 1.1553232612676257e-05, + 0.999999999923907, + 0.9998969077932568, + 1.1561128027498858e-12, + 9.979487697873948e-05, + 5.3036937605565296e-05, + 0.919815185000319, + 0.7948538037059172, + 5.545752411433674e-05, + 0.1824489547764571, + 2.024081112384886e-08, + 0.999999927761298, + 3.381298710476814e-11, + 0.021431406459728495, + 2.812432881834595e-08, + 0.8895887536395746, + 1.1121468824222045e-07, + 0.9171143469631761, + 0.00013117390000264947, + 0.0006567696743542466, + 0.8215800010928129, + 0.9864363226648064, + 0.9814482454947655, + 1.3136730953135743e-06, + 0.029954097206729917, + 0.9765758675263303, + 8.862769799487334e-10, + 0.998134323799707, + 2.7561165358388316e-08, + 0.8182456892524852, + 0.7778704627089971, + 0.0007432556104945262, + 1.72842596672948e-05, + 4.974425348112529e-13, + 0.19830627069543974, + 0.0001571948479670658, + 1.454696714242072e-09, + 1.1578809136059537e-05, + 0.9999999447504446, + 1.0380646871196865e-05, + 0.7614094023536148, + 0.9211415686192138, + 0.04033813372269043, + 1.0188044160326237e-07, + 0.9770827548153014, + 0.0007609300334770208, + 1.5003678111575175e-06, + 0.13064876401904452, + 1.490893626431377e-17, + 0.9933335758373493, + 0.05689211650111981, + 0.9999997821536397, + 0.37413669884248874, + 0.003998142561917461, + 0.5236352550507434, + 0.9999990006793283, + 2.067825999508326e-09, + 0.9943353124441661, + 0.9807939611832684, + 1.3544407083470519e-08, + 1, + 0.1452498463229466, + 0.00461038874361224, + 0.4956209947765252, + 0.9925423954320433, + 0.0009082195995200403, + 0.09540551954081386, + 0.8502360013246144, + 0.9999048764613249, + 0.29887621287059646, + 8.958203376359473e-18, + 4.759110739946896e-08, + 3.5112362874744195e-05, + 2.1164819888508463e-11, + 0.15417844663735453, + 3.2758102815546435e-11, + 4.866469227729136e-07, + 0.6749233233038581, + 7.741024301553022e-12, + 0.9999999995460985, + 0.9953680778749883, + 0.850343095662872, + 0.03424930997387284, + 0.1698940536313147, + 0.2821988242087072, + 0.961294954088918, + 0.9895052527692524, + 1.2897676255465643e-08, + 0.6964252649463553, + 7.346246809190166e-10, + 2.314814708388187e-05, + 5.917242849970073e-08, + 0.9999996930806478, + 0.9999581550998783, + 0.00013076036157363537, + 0.1550919842743954, + 0.9993723631422684, + 0.9999926059124961, + 1.4000764887189829e-05, + 6.606654830836285e-09, + 0.9999999988532322, + 8.515737581712668e-06, + 0.0005495938333469163, + 0.9998365848570465, + 0.02168950324480917, + 0.9996271565299713, + 0.9854667806368738, + 0.913489895709267, + 8.321178881455449e-06, + 0.999999956738896, + 0.9969079237893775, + 0.7537892729855626, + 0.9999999999998302, + 0.0009012768392067193, + 0.9998749928442197, + 1.677865444627134e-08, + 0.9981174148660354, + 0.009824218587357443, + 1.0841653739972933e-17, + 1.263373646647363e-07, + 0.0008739935566923907, + 0.08169072166294866, + 0.999999999999816, + 6.623133982395088e-09, + 0.9781926082540281, + 0.26492715460287314, + 6.73233540140496e-08, + 0.7087384303396628, + 0.9999999999631152, + 3.3707501239300773e-07, + 2.37664867206506e-09, + 0.009789874364988458, + 0.11042121414173302, + 0.999854884187042, + 0.8504137687522072, + 0.030854036918770086, + 0.9999952720343486, + 5.646901556165159e-10, + 0.9999999999767687, + 0.13664992639337176, + 0.00023468408557738823, + 0.9706147294461149, + 0.9791657908282758, + 0.9899913368495895, + 6.068183267286558e-06, + 0.8028278212921585, + 0.00043410971796876345, + 0.9999988950407713, + 0.9999999945515347, + 0.9994813689442668, + 2.1658491706834654e-05, + 0.8529412139004278, + 0.8832784831051508, + 0.1147574670254104, + 0.0011919275236610476, + 3.176337159318079e-07, + 0.9999999999999838, + 0.062357291999296176, + 1.0556388943303624e-05, + 0.999999999999995, + 0.9998015582262617, + 0.9989805710435656, + 0.5510750286481884, + 7.147282866342474e-05, + 8.481732650481739e-13, + 0.9984362923314236, + 2.7187732525701724e-10, + 0.0005140267341122251, + 1.4647739407590333e-07, + 0.02138993438970968, + 0.0011722950683425958, + 0.9743360738921135, + 0.9999999998410598, + 0.9999999999999999, + 0.9935045258772933, + 0.8345163013001501, + 0.999971260922887, + 0.9984446846277987, + 0.06402864486034202, + 0.9977447201391139, + 0.0036880146599176503, + 0.9995507557527497, + 0.8916186847520483, + 0.9151003912343079, + 0.9998094536835963, + 0.9997678945950194, + 0.003332111985372262, + 4.097897664008801e-07, + 0.9999999996387746, + 0.0005843564848828945, + 0.9991221236780296, + 0.9999977585550033, + 0.9999995133080053, + 0.976420877771018, + 0.8456305952245305, + 0.9355398272371067, + 0.8425533069350906, + 0.9996662220515647, + 5.738337489049054e-13, + 0.38095436746682204, + 0.9999999733897652, + 0.0015166589007208574, + 0.9999997207137805, + 0.9999975168712485, + 0.00015824788034530924, + 0.5545726771194671, + 1.5181287331376482e-10, + 0.9992403970561226, + 0.3261181975129048, + 0.6524138995985679, + 0.8500874157565003, + 1.9191472331476264e-07, + 0.9736629368171182, + 0.9776133101189973, + 4.5652626088225774e-05, + 0.9999999997050454, + 0.9955836477938934, + 0.10988871790054534, + 0.9998219779806073, + 0.8594231474539289, + 6.7221669474261646e-06, + 0.8715772483136389, + 0.45150852380164114, + 0.1585797614962494, + 0.562574714665363, + 0.12323823593877627, + 3.5813739764248253e-08, + 0.9999999999999982, + 0.9999999914359944, + 0.0003459237748984672, + 8.598430251788028e-08, + 0.9929356559187261, + 2.970338408392549e-17, + 0.009564214531975337, + 0.9998618018884299, + 0.8327381714234398, + 0.9999999976397024, + 0.9679406262532354, + 0.9999682022188418, + 0.020334334992968307, + 2.4501687993262465e-10, + 0.9999999999130025, + 0.00019216209853126386, + 4.294505200210574e-10, + 0.002868930302715898, + 1.585978805465622e-13, + 0.9999999752418871, + 0.9999999999999987, + 2.2301094939606257e-12, + 0.010427057403110255, + 0.9861873913602878, + 2.4215267308068863e-06, + 0.36017545388791783, + 1.3672076752480345e-07, + 0.999989339375111, + 6.760769937357544e-10, + 0.9998391161964255, + 0.9999999897611276, + 0.0004074481724820145, + 0.014838644014503393, + 0.9762280933117807, + 0.9998448118601998, + 0.9999987336215939, + 0.9999999955697279, + 0.9966658982084521, + 0.9975870336721714, + 0.9999999332555525, + 0.7539665084953766, + 0.285991944402136, + 0.8754058794578662, + 0.9999991260098492, + 0.9821882925879755, + 0.993524371734504, + 0.34300214323634765, + 0.9905988157111139, + 0.00012751268284382433, + 2.6726270921808156e-10, + 1.9044926195053103e-05, + 0.02123960636888129, + 1.1273680543387881e-08, + 0.11801269300699378, + 0.9992640875359021, + 0.10603577756545397, + 0.9999999999998854, + 0.9999997533919243, + 7.893588185384794e-07, + 3.613926538011072e-06, + 0.2177969542661693, + 1, + 0.009843323595914518, + 9.767425364139406e-07, + 0.00018141429464746408, + 0.9999825356860147, + 0.12498671288367807, + 0.999999046156499, + 0.9910794145381032, + 0.26035193659771866, + 1.9108343797536947e-15, + 6.657076821977399e-11, + 0.11338150977096936, + 0.2390949308003101, + 0.0001574157431448895, + 3.3097062388904236e-11, + 0.017902974249033893, + 0.02856571034555138, + 0.03586285085544506, + 0.9534700324204667, + 0.9875661626096447, + 0.9999989893625295, + 0.9999759537776043, + 4.2551351383202923e-07, + 0.9422893114069707, + 0.0700976639340886, + 4.017468130050203e-07, + 0.9828341785997461, + 4.71850455415288e-06, + 0.9998097606192607, + 0.002866403664546953, + 0.8548881764843632, + 0.9962059385115271, + 0.33168882292963936, + 0.9999999999999878, + 0.9827634429364085, + 0.00650253153709362, + 0.0028763247190194603, + 0.9994939177982642, + 0.0004967008060169243, + 0.999999569287527, + 0.46580242880336914, + 0.9999999653436372, + 0.08398058220114914, + 0.057782382036330876, + 0.9999999496182054, + 0.9959837693653645, + 3.40482460230984e-06, + 0.1899212859420199, + 0.006617534847715938, + 0.00016333060348484868, + 0.9999982079239684, + 0.9991147306852394, + 0.9999999807659735, + 0.9994971825314564, + 0.9999914369416686, + 1.3808578995897124e-05, + 0.0001234104969281964, + 0.9959112690325391, + 0.20487240456335098, + 0.4913755787630018, + 9.378392623247589e-14, + 0.9662519903577456, + 0.614626100880619, + 0.019023604257288794, + 0.9977470091991208, + 0.9999998198007817, + 0.003429821227562999, + 1.205646308216036e-05, + 0.0007081105005617199, + 0.008772003443909658, + 2.9882791904456252e-06, + 1.4182145876906928e-23, + 0.04478537294922236, + 0.22166658732754246, + 0.04288595591133197, + 0.999999792537745, + 0.0002537960172334573, + 5.85354528365303e-06, + 0.9999999999276621, + 0.9846159610254275, + 0.9999998748308214, + 0.12935703756123804, + 0.9622826026686392, + 0.10220176559020315, + 0.9853026638448183, + 1.3728696788747674e-15, + 0.5474895702780056, + 1.4121983410079763e-05, + 0.006505325719899986, + 1.2475279674398261e-08, + 0.9999999999999317, + 0.9998432621303417, + 0.7446184166396264, + 0.06650593474712958, + 0.9995757293943728, + 0.0007951557592038008, + 0.6411840497409388, + 0.9976521147655929, + 0.9999999952932722, + 1, + 0.22909372018364513, + 0.003585245875930195, + 0.19170398884951573, + 0.010782410578482836, + 0.9999879925786654, + 0.2651329355867889, + 0.9478976179427984, + 0.0002713204111374654, + 0.6899343176870101, + 5.738932946611008e-12, + 0.3826506745485335, + 0.6977781370774526, + 0.0913680298118367, + 0.775690356530584, + 1, + 0.9999999999999927, + 0.03657099175524214, + 1.5621187211902248e-06, + 1.2454552230906968e-12, + 0.9999960143338358, + 0.9983033203874971, + 0.31919213547090286, + 0.9817240135286659, + 0.001190439173126735, + 0.9999360899643989, + 0.9999950538348923, + 1.770697505304689e-06, + 2.4229024060038312e-05, + 0.999999993945285, + 0.9996422663290083, + 0.9989814107125524, + 0.978488978840324, + 2.296548926901013e-12, + 0.9898818701777835, + 0.31783062479103036, + 0.6745807057506489, + 0.9813673899658376, + 0.3336245634816882, + 0.9820397758354039, + 0.999970732952553, + 0.9986864601897127, + 0.9999999963958571, + 0.9618586456101097, + 0.9999962848596352, + 0.17113145153581633, + 0.9997179859860331, + 4.582025157569003e-15, + 0.7403680260177943, + 0.005380505073753449, + 0.857612591296441, + 0.9999999974719674, + 0.9955886885628482, + 0.005690801055258219, + 0.026920757949026368, + 0.8905734963469041, + 0.9046645175209949, + 0.9999958388723273, + 6.507132039913459e-11, + 0.0053783598792529665, + 0.011132169741459034, + 1.8319457777058597e-09, + 1.8511398203563667e-11, + 0.0002305038072046052, + 0.9533320325845456, + 0.993082033023834, + 0.0009260697932297291, + 0.9831853625168423, + 0.06299430637502287, + 0.9999999986957706, + 0.004848300031668026, + 1.1203916876671252e-06, + 5.498600966318621e-05, + 2.0773193894228782e-07, + 0.9995791736117549, + 0.14276201499024926, + 0.9999989224728334, + 0.9999343686603954, + 0.0116204756413439, + 0.14207421253043798, + 5.235317119201155e-10, + 7.802099137144171e-09, + 0.727891841228837, + 5.835314655135723e-10, + 0.0415265427709691, + 5.128134229792649e-11, + 0.9973951788612364, + 0.2330410259042964, + 0.8211772842383422, + 0.9978752201575724, + 3.1891232818142706e-07, + 3.417161268702528e-09, + 0.00023444105342595317, + 0.677576903949498, + 0.9999272291642834, + 1.06581877006119e-07, + 9.420318475147555e-07, + 3.1567161042782934e-05, + 0.07632289725380145, + 7.376014788352597e-09, + 0.998324135337464, + 0.08921165166002343, + 2.596754549970385e-05, + 0.9999554794793597, + 0.9999999517941394, + 6.44936522561622e-08, + 0.9963562959542609, + 0.9996758639334217, + 0.007813694929928422, + 0.9999993549490458, + 0.9999810375895545, + 0.3817161946721565, + 0.9998854688541766, + 0.9950072989532452, + 4.665305789203886e-13, + 1.576701066645923e-11, + 0.9999992777018138, + 0.830073493574494, + 0.9999831419401621, + 0.9999999999651474, + 0.0012151199285085183, + 0.9426460024181748, + 0.0008115940104016688, + 0.8934467243856377, + 4.850681331240981e-09, + 0.9997699699719894, + 0.2337053715699486, + 0.7693622770822016, + 1, + 0.18919163852027857, + 4.837853641374803e-12, + 0.9999999636176959, + 0.999889755244916, + 1.0268440409254602e-13, + 0.8773982337377639, + 0.998847604280494, + 1.0375631867302682e-07, + 0.002032457650498313, + 1.0704715179094688e-07, + 0.0004442500451994027, + 0.9875826236977404, + 0.3816217882349049, + 0.004693757475577914, + 0.3351447870950324, + 0.9998929833825846, + 0.9892996648855104, + 6.493650799120211e-06, + 1.9741127746631274e-14, + 0.03817958754346676, + 0.04491844869061994, + 0.5899218080894619, + 1.234290442422399e-09, + 1.2262320058586027e-07, + 0.05537303229406013, + 0.0008215438514968462, + 0.9999999998935079, + 0.999999979925912, + 0.9308646866572811, + 0.85196893726004, + 0.0003513733004175492, + 0.9999970361537133, + 0.9966879444910436, + 0.1879218309336643, + 0.9999999999905033, + 1.9457875850651602e-11, + 6.985691253664087e-05, + 0.9927502080114134, + 0.9949019128407428, + 0.09050616683024447, + 0.8744654027737845, + 2.325414525127055e-14, + 0.9999561363761181, + 0.9924198678671735, + 0.07564505568854177, + 0.8931441065529326, + 6.0634239788680376e-05, + 0.9999993105100937, + 0.18353060373033817, + 0.03460802726308066, + 0.9999988273653834, + 0.007716594295085712, + 0.959787619258259, + 2.7900590283069373e-05, + 0.543383138580217, + 0.9999975714437355, + 0.9929226034690742, + 0.8096957840164892, + 0.8433297783171485, + 1.33676502428327e-05, + 1.5213640238410808e-06, + 3.8686588795648344e-08, + 0.999998528310462, + 0.006181892552652679, + 0.9531005148263202, + 0.8168585817080356, + 0.0016376143158393316, + 0.08530903262668695, + 0.14290546432949036, + 2.5169523517579143e-05, + 6.001377769897762e-15, + 0.04255555754672454, + 8.459865210695041e-07, + 0.9999988364779794, + 0.05834759910435703, + 0.9999929783002838, + 0.0003671293626233731, + 1, + 0.9999999999999538, + 0.9999978223192404, + 0.999930215268617, + 0.9996164141378218, + 2.650426404420997e-05, + 0.9999523505497541, + 0.008495552304780985, + 0.9823061758347261, + 0.3717296316276273, + 1, + 0.9961488048417078, + 0.9999999995157071, + 0.88211363527467, + 0.9999999998898996, + 0.580337312988325, + 0.32385585892918956, + 0.14938463682999445, + 1.39941753453627e-05, + 0.999999992171646, + 2.7212944007291123e-08, + 0.73799845849675, + 0.9854735390610309, + 0.999982216224411, + 0.057601448329614606, + 0.00010914918263680041, + 0.11224133545459491, + 0.985549413886058, + 0.10809389617026605, + 4.021083783339259e-06, + 0.9996023698431361, + 0.4318788372109719, + 0.0011721573922185014, + 0.9999999999913232, + 4.335346103848952e-16, + 0.0016522535692479136, + 1.0430470215830506e-05, + 0.006367655771863108, + 0.5888598482079408, + 4.490252081285367e-07, + 0.3712750912958312, + 0.9935955690687801, + 0.9786917910469106, + 0.005894688093365022, + 0.9999998514279881, + 0.9999997117213786, + 0.7929651521274476, + 0.9999999999962114, + 1.1416806687187885e-07, + 0.6408787683281977, + 0.9999974938539762, + 3.468767583998034e-05, + 0.004218766519489782, + 1.8756386508818704e-09, + 0.0019717883885038813, + 0.9999999926813792, + 0.9299604097783315, + 7.344070925425658e-05, + 1.4754295789228876e-15, + 0.9956022663008839, + 0.9999999999997083, + 0.9915146444001447 + ], + "y": [ + 2.883992052061763e-06, + 2.9119792467480267e-07, + 0.0004886504311752182, + 0.053928017519656084, + 1.6342686177794927e-08, + 5.354314285052445e-06, + 0.3863527284185293, + 0.10483723377016879, + 0.2978830921419358, + 4.017838235648893e-12, + 0.25203836163500626, + 0.0017370416114326132, + 1.7525613723970124e-08, + 0.30542341160652736, + 0.0026227487668039995, + 0.043918429648078613, + 3.3389740141605616e-12, + 0.3554096874056874, + 2.3187444596491876e-13, + 1.638648736926476e-06, + 1.3474408123511123e-07, + 0.18588294587488605, + 1.6912261099006353e-07, + 2.961141203608043e-06, + 5.151430095690854e-14, + 0.0005584145398087531, + 0.00823683968787544, + 3.950043091341834e-10, + 0.49351655955637924, + 4.505843888009261e-07, + 6.060612851483232e-06, + 0.010158082488665784, + 0.40018092799905436, + 0.5917082164881255, + 1.9963483565343445e-08, + 0.4957965470302172, + 2.739876929872657e-06, + 7.456356268727571e-08, + 5.633999415962991e-08, + 0.3832847654423124, + 0.0007231570408702531, + 2.1069258672804857e-11, + 0.30556893403801366, + 0.8039918827873495, + 0.27800031512363255, + 0.6090209989352221, + 7.945276537272997e-05, + 0.01074028523565498, + 0.04472210681345554, + 1.862690399983051e-11, + 7.258031203645538e-08, + 0.3172363068843506, + 0.24843281362710706, + 0.0007980871675933406, + 0.0032504608769334327, + 0.0012655075411186442, + 0.0005928969477008815, + 0.04678833792687594, + 1.851956178759825e-09, + 2.7479855002027263e-08, + 0.0006116221208055122, + 0.034319772305439665, + 4.168482889893365e-05, + 0.0005635764498178063, + 0.39745690845762344, + 0.15898822534251333, + 0.8270398037395521, + 3.6538964662816776e-08, + 5.226352096325347e-07, + 6.983483115164838e-06, + 0.08994076035385251, + 0.00015561251711053496, + 1.7554726022518978e-14, + 0.01579830785516587, + 0.3003128528968102, + 0.173515436011443, + 1.7342844242591801e-06, + 0.05542063685553528, + 1.4193672310231719e-09, + 0.0005716329750975565, + 0.016199593324142496, + 0.9847342591262647, + 0.09317115944995848, + 0.055127689588467546, + 4.025660318294434e-06, + 5.473348486523398e-06, + 0.08393253033722402, + 3.865671601993601e-18, + 0.3065507445413775, + 0.6602712927317067, + 0.952896461438915, + 0.09241954204400392, + 1.2010873639486952e-09, + 3.923868337810529e-19, + 1.7201314249769134e-05, + 5.9842017021946184e-05, + 0.9568586376409114, + 0.04773307742982083, + 0.9030630648954564, + 1.6440968108762835e-10, + 0.9881593791022855, + 0.004541939275121502, + 0.43632273945055344, + 1.576781049015023e-12, + 0.3103499633750304, + 6.411407062218726e-11, + 0.025522507345173306, + 0.4571267524537508, + 0.007372920847753785, + 5.415841091513253e-05, + 0.17535522490713698, + 0.6200191264434401, + 0.016776374536828134, + 0.010542268407974183, + 2.1690101605347877e-06, + 1.0230398328057887e-09, + 0.0017851077753867095, + 0.6253074729785588, + 0.16781170692420921, + 0.6762603767849725, + 8.66880028283023e-06, + 0.21019379776941224, + 3.7813836259011304e-08, + 0.8721801981450366, + 0.017310576690347836, + 0.08400564888995936, + 5.411089637058862e-07, + 4.358017399964682e-19, + 0.00018874954756573398, + 1.8846503518329886e-09, + 0.2531080346945499, + 0.01435154616115679, + 0.7578071705353455, + 6.594121031496375e-11, + 3.066816400082862e-09, + 0.0014781564386499696, + 0.0017359314553660288, + 0.9817571633132972, + 1.5733184874922337e-05, + 0.001054798150957872, + 0.42659899883553043, + 0.06717314746167462, + 0.9999824369833827, + 0.8064801128468383, + 0.0003631015956025023, + 0.013477536660972438, + 2.6259594944342682e-09, + 0.00286074164587085, + 3.840883379146005e-09, + 0.9189979307229998, + 8.724978050663281e-11, + 0.5510238190848352, + 0.13663325509845306, + 0.9814725813798816, + 0.012835184878068678, + 0.009652639865233034, + 0.7313004772125407, + 0.9878285126170646, + 0.08531125130716227, + 2.7140407146968745e-19, + 2.116102981142153e-05, + 0.6820828816673739, + 2.540385782266254e-09, + 4.2597038983189234e-05, + 0.01912914599774232, + 0.12064744814660706, + 0.2007846725736386, + 1.1682038055798687e-05, + 0.0004929443830967566, + 0.16142153493910513, + 0.6927284739856348, + 3.2058029824365935e-05, + 0.00013735397818589003, + 0.06062472414636901, + 0.0019479560282073094, + 0.010645742664139764, + 0.7229402747646713, + 1.1935727547838056e-05, + 0.030177115116537596, + 0.004069548713743714, + 0.0013714557769807785, + 0.05232293584227513, + 0.0008734291150384993, + 0.5470262258664031, + 0.49014059909128643, + 0.0011698976091428313, + 0.04405953695042731, + 5.367662930322675e-15, + 2.019371010252498e-05, + 0.22533818736788364, + 5.059268018347147e-06, + 4.885818190303836e-10, + 1.1792620198547909e-05, + 0.009205379916357507, + 0.910976440655284, + 0.8159997351828293, + 0.00062540312493935, + 0.08347012007977372, + 0.009147844851105758, + 0.08663018711441403, + 0.002996441059911982, + 3.6324678453942434e-05, + 3.4563821832606678e-12, + 2.22479245775409e-06, + 0.023570242092679203, + 0.1831008641551292, + 0.0007593709187518556, + 0.004809647339165209, + 0.02661901341546685, + 0.17308584817846936, + 0.05623969765134766, + 0.002001780506962734, + 4.0401602302377607e-07, + 0.4260370990247068, + 0.0024566613995594174, + 2.3193032675409715e-09, + 1.455454643354797e-09, + 3.306294726977306e-06, + 0.9621126135155146, + 0.00046691341445514594, + 0.0009335877397475439, + 0.03429196689427614, + 8.79808258676468e-05, + 0.3058276071775107, + 0.005010296880756728, + 0.005455948650352998, + 0.832092425446453, + 0.20485220115589178, + 0.0041953576278752625, + 8.7827809113869e-06, + 0.5167794713797388, + 0.19235527847515627, + 1.1573747718018387e-12, + 0.0012573291134755054, + 0.010754134378297649, + 2.865761181068636e-17, + 0.04334703469063071, + 0.5840313865057917, + 4.4971159828695086e-05, + 0.593556000875774, + 1.881556129389606e-07, + 3.004983175786254e-21, + 0.028550106750007673, + 0.023479833736140016, + 0.06433307293564373, + 0.7083321561163444, + 0.09065283157396309, + 0.025470129927617713, + 0.3325937405849398, + 1.2542709044843595e-10, + 4.797670819273574e-11, + 0.027898099997068524, + 0.0021599826479445335, + 4.288061274528428e-12, + 0.0166428144863479, + 2.8714235995204517e-11, + 0.16700238695824407, + 1.9222505329269396e-11, + 0.0012901050998255091, + 5.816198156100353e-06, + 0.11494525454586958, + 0.00014495244820804173, + 5.1965869237786914e-05, + 8.484679612832396e-07, + 8.196594168508185e-05, + 9.971927695141626e-10, + 0.005116908894983404, + 0.012057191686552752, + 7.788006642241452e-12, + 1.3476838815206954e-06, + 0.179869822021733, + 0.009700775278663285, + 5.8965825532273534e-09, + 8.791528792091479e-06, + 0.0001923946224825868, + 0.7681518469476317, + 0.35413956480716724, + 7.522966424525629e-39, + 6.682227508998666e-13, + 0.8881060918187593, + 0.9999159183515857, + 1.5287868958169778e-06, + 0.00096356249670228, + 0.000503078408241989, + 0.6478452100541796, + 0.10509240044197171, + 0.0002850477000508047, + 6.292508482614163e-05, + 6.824443935633372e-11, + 0.005705222646866366, + 0.02033152858341172, + 8.972874964473141e-23, + 0.07107326786246809, + 0.0004980981937029803, + 0.17056783005022774, + 5.205747814135745e-13, + 0.719721289271129, + 0.0010978001101328134, + 1.1632191696919047e-06, + 0.01715509285409933, + 0.2903735458375506, + 0.16331846122206153, + 4.242664544001054e-07, + 0.000712168399549902, + 4.754448689268302e-07, + 0.07307646175521611, + 5.327464570905556e-09, + 0.32659279774022887, + 0.07374277650129442, + 0.4617998595207737, + 0.7909681611467009, + 0.01324130567928128, + 1.1172681231673185e-09, + 2.6969240497211743e-06, + 3.2638164697935418e-18, + 0.048612718574064816, + 5.1742780017100865e-09, + 0.005148125088913826, + 0.005000714983246159, + 4.3010570162970683e-20, + 0.7190476633000864, + 0.17329446225064665, + 0.11437715368832059, + 0.0015533068872256917, + 3.3880779370352227e-06, + 0.10127701488327369, + 8.931118707950447e-09, + 3.22631215576307e-17, + 0.22145375202600717, + 0.00018898451821641778, + 2.297847365019622e-28, + 0.01325325430225775, + 0.9970810735264839, + 0.35873178402874634, + 0.2853651858825599, + 0.001085857884694292, + 2.874405088620128e-11, + 3.5494754382547974e-06, + 0.19512368158017965, + 4.571687145426927e-13, + 0.9917154195778283, + 0.0008410463262049864, + 4.1844204656850745e-06, + 0.014091834812985878, + 0.16226105872210986, + 0.23360064755545418, + 0.00017084793749428184, + 1.1803720094743849e-05, + 0.8335628155807207, + 0.0006632302023642794, + 0.890674412134246, + 7.821227297342693e-05, + 0.047500418245963065, + 2.076230188900006e-09, + 0.028841120314185294, + 0.002135395508824381, + 8.791337375549581e-11, + 0.3565824175820617, + 0.012543707479496144, + 9.676841058844168e-13, + 0.006994739048711697, + 1.3663244436091094e-13, + 0.7785203587282832, + 0.9452238258059368, + 0.03348513782913645, + 0.050613803315307064, + 0.0007203273634497641, + 1.122065541376287e-11, + 0.958125993878291, + 0.1061027506673246, + 0.0015540633634633617, + 0.7036114665313347, + 0.0011779121498253786, + 2.08811179824628e-06, + 0.39557283006052457, + 0.005545114882847214, + 0.8670359451224913, + 2.85457161196602e-20, + 0.8988195321747684, + 0.17626561714218478, + 1.6491625868474026e-05, + 0.8229775332896642, + 0.1977071625825792, + 0.0015049409515544069, + 6.543797506170647e-09, + 0.00011745292570152913, + 0.9978463890223274, + 0.32040566054657144, + 0.00015234207859282593, + 0.031139441648320432, + 0.592979884302459, + 0.024735187096086686, + 0.20498595740427858, + 7.904666691692783e-08, + 4.670959710524539e-10, + 0.00018213007532792187, + 1.1970670229620235e-13, + 0.7499774147724245, + 0.6400928837636369, + 0.0007475920088662304, + 0.0023502911279941626, + 2.5968051830498033e-05, + 0.6458841877174354, + 0.26959781390715915, + 0.021706833165644587, + 0.13071728008961828, + 2.1963948187825307e-05, + 2.8630589505369424e-05, + 2.766868018476386e-12, + 0.006640232600663268, + 0.1496053515472035, + 3.401132097296841e-05, + 0.14782418124781088, + 8.355234350872838e-09, + 0.025325436914040107, + 0.12044184325804762, + 1.9935841505768556e-09, + 2.6194208457773113e-49, + 0.3369477959105559, + 0.9370516031227215, + 7.344445669976137e-05, + 0.16261915858597814, + 0.04357770984078278, + 7.329550772264141e-07, + 0.06557656006982965, + 0.001977189373482025, + 2.612442162548307e-05, + 0.8002539472166345, + 6.0627081696810206e-05, + 0.27819375926573464, + 0.011686533038396158, + 2.980303808522294e-11, + 0.5352427644660789, + 0.1978111864075757, + 0.9970722507339231, + 4.778033718405342e-06, + 1.0308790096492517e-05, + 0.8579062861638519, + 0.004931799414803381, + 5.41813801823584e-05, + 0.23648530028781237, + 0.13960921197354872, + 0.47647725916542416, + 0.05399492094155749, + 3.6712605464961836e-06, + 6.748425059087892e-07, + 1.8932253757910526e-05, + 0.30183713924558037, + 0.11555032563887926, + 0.702182221753792, + 0.0023886177097129915, + 0.14330760418487332, + 0.09979176878623171, + 0.9992462183577078, + 0.030660305655400875, + 0.004648584793676501, + 0.04337675756579741, + 0.002531409799150095, + 5.321646824361799e-13, + 0.04693040562993318, + 5.3523416989615634e-08, + 0.016636439387617927, + 2.0990566194197417e-09, + 9.64758537881051e-08, + 5.5489433020264275e-06, + 0.02903149480483003, + 2.4884825269994297e-06, + 0.00535287544444328, + 0.9996039361734687, + 0.8780821162205397, + 0.029113675046816525, + 5.9258309346423315e-05, + 0.07131887895965032, + 0.2141430294502905, + 3.624286453526116e-12, + 1.9385296958875145e-05, + 0.17159119451540586, + 2.4071532458521716e-12, + 0.5782567415040996, + 0.04453664507575973, + 5.563049403256772e-07, + 0.8473027787543882, + 3.5917819662736266e-05, + 0.00023558438953564755, + 7.300748998219978e-12, + 3.657802325430329e-08, + 2.140567682573453e-09, + 0.08792053286463558, + 0.0015152736091549168, + 0.0014121113530304848, + 5.709792585668141e-07, + 2.359493279418465e-05, + 0.01566573529630321, + 0.520142562966357, + 6.7224725100782785e-12, + 0.0006358145821915762, + 0.015070117736978363, + 0.15540083222329906, + 6.664580785111777e-19, + 2.1625100194233476e-06, + 0.07699356231357349, + 0.0001224216015557835, + 0.007693364138024448, + 0.9809795416453266, + 8.869334819902084e-09, + 0.05683397776283487, + 3.380267466445484e-07, + 0.058442786767638165, + 0.3512099993147013, + 0.06604942037298792, + 0.00037330599296671226, + 0.00014510986230303568, + 1.2552070513370594e-07, + 0.9870681650591592, + 8.453937437182557e-21, + 8.299567569400653e-11, + 0.6848344025655463, + 7.1182029360919585e-06, + 0.9979168586925679, + 0.01328485308573497, + 0.15954667206763112, + 0.8049024081254638, + 1.282218045717204e-07, + 0.9961112034135523, + 1.943643329163646e-05, + 3.461090146724882e-05, + 4.336248915211465e-12, + 0.10809054056190313, + 0.7428674050892075, + 0.1445044490091768, + 0.6271651899304072, + 2.7299445045370373e-07, + 0.0859326305821936, + 0.2407834851274448, + 5.844353181555256e-05, + 0.015792536214196386, + 1.4534372636752855e-05, + 0.42704732831122555, + 0.3073455175000455, + 0.13813473422147096, + 0.1430834717062123, + 0.0006829078131721217, + 0.9921483246521281, + 0.6300774162038076, + 0.382299116599395, + 2.4200272914084204e-05, + 1.2977223548409229e-12, + 0.9768715154874016, + 0.2887821121371229, + 0.1770853723931433, + 4.136645293188293e-07, + 8.790639823467092e-11, + 0.021049593802522092, + 0.21414407706128366, + 3.2254115047940625e-09, + 0.00013035373476244594, + 0.004555445535264172, + 0.0002677253447324758, + 0.19663220196049583, + 9.139702273147941e-06, + 0.8524340311858682, + 0.00012232547823723956, + 8.354635135706189e-10, + 0.010524603671804487, + 1.0165991330864353e-07, + 0.027976319368114066, + 0.2803240618049781, + 0.0007161090680869595, + 2.4788152196846876e-08, + 7.112374980672888e-08, + 2.945889004748391e-05, + 0.003819630713332411, + 0.06418145740926387, + 0.047926301961512194, + 4.532178132806809e-08, + 1.9718461638085294e-08, + 5.384674865938481e-06, + 3.4044018592292074e-09, + 0.0038408497537654332, + 0.0002371171649247332, + 0.0015215459050359876, + 2.824838171178555e-07, + 0.02485833303711441, + 0.0008383371190557772, + 0.004400882692396517, + 0.49698657746775016, + 0.005734237641970588, + 0.3853279814196683, + 0.12101506240427455, + 0.3258424216826996, + 0.0009307741198808925, + 0.3720769318493449, + 0.00010640339680892519, + 4.916291857807056e-07, + 0.33819906050797255, + 0.9536288063717059, + 0.0018276684482259364, + 0.019854601616045225, + 0.01078977446683245, + 0.12038365750887574, + 0.1983974872863735, + 0.436054012418322, + 2.726795213740025e-05, + 0.010306211358415019, + 0.2113204010999071, + 0.07819773260341635, + 0.00011920815621570182, + 0.8957186034138787, + 2.358799408595743e-12, + 0.0002730741093737483, + 0.993907640508585, + 0.7049108096237513, + 8.617690321151911e-05, + 0.00023548398530282545, + 0.028102841820221235, + 2.1726812948594713e-06, + 0.010785856039257627, + 0.00022051509485330987, + 0.08270703290929299, + 0.9978181756995627, + 5.452956171109685e-07, + 0.9615095678818126, + 0.1597667619169859, + 0.35779578981476584, + 0.17046719675304534, + 0.13138063624664362, + 0.2934988894865499, + 6.571836250206896e-09, + 0.015118688795202735, + 5.26610198232263e-07, + 0.3577106338833083, + 0.3988316438888547, + 0.013296213535650931, + 0.4796192126478618, + 0.29467766676420354, + 0.0011124244045293912, + 5.211429518032226e-05, + 0.00015885280035631282, + 1.1645176007953573e-06, + 0.5966114032445182, + 9.269856286534953e-06, + 0.15429277719375545, + 0.24421800019384013, + 0.5807310498026715, + 0.2663218291296551, + 0.5683857430804992, + 0.00017826732131962273, + 1.333961253086736e-07, + 7.068398481825123e-07, + 3.84411494380164e-06, + 0.175893859093245, + 0.6484901183179359, + 5.955144376073137e-11, + 0.0002459255939532855, + 1.2762138401498879e-14, + 2.4271453775543743e-15, + 2.3491433657714282e-06, + 1.8209153028383105e-14, + 1.5343050772199347e-05, + 0.742607996130597, + 0.1705774891189026, + 2.755758317550774e-06, + 2.1018814110352505e-10, + 0.0778897019392824, + 0.00041421263212018796, + 0.00809997812039493, + 2.4766377943641216e-16, + 0.21431353403966466, + 2.0928742877273192e-05, + 0.002181055888525881, + 0.14890476973773858, + 0.9776309043909893, + 0.3057037241610045, + 0.008191003949891529, + 0.4034441830148262, + 0.004442125867061645, + 0.23940877797332424, + 0.17158078015830222, + 1.1072832748691463e-06, + 7.839473692255861e-05, + 1.8184290863297984e-07, + 0.18157007573354955, + 0.6545040041655847, + 0.0008301772768498663, + 0.12771730542469076, + 0.9514078714032256, + 0.0020564434412262485, + 0.060540486237856704, + 0.00010243139812726935, + 0.02924042742813026, + 6.928028508337246e-08, + 0.0008553465426979479, + 0.8547290390378189, + 1.0897690519328155e-17, + 0.014293627035641476, + 0.20978024788259902, + 0.7003247613270543, + 0.0047678534761551586, + 2.2427037313158187e-08, + 3.134609625185333e-06, + 0.012783326876117457, + 0.011600203271976955, + 5.797166275435668e-15, + 5.078875823924777e-11, + 0.2573036548988885, + 1.590675593132066e-07, + 5.787595065269992e-06, + 0.9990740127163178, + 0.4662234526842495, + 0.7793038987833807, + 0.9800153408241608, + 0.003980777639245972, + 1.3403088288246017e-10, + 7.36214346686958e-11, + 1.8312227429437752e-06, + 0.0001913862612403355, + 8.010420802284791e-07, + 0.7884228143394187, + 4.384033312861724e-06, + 0.00015241784029716493, + 2.7453038462692706e-05, + 9.750015103743861e-06, + 0.8317059149527205, + 2.610607838770166e-07, + 3.991874425156327e-08, + 0.9068209985846488, + 6.40226123691778e-11, + 2.0157781672384044e-05, + 0.856853090902812, + 0.01677668725854826, + 9.89995748832945e-09, + 9.89130185141561e-06, + 6.726788264333901e-11, + 1.0805281042219618e-05, + 2.058324664040647e-12, + 0.0007793309285840826, + 0.008689122860848332, + 0.09744109952173283, + 3.2059666382092464e-05, + 0.692077211226698, + 3.347636470700856e-07, + 0.1718385791184541, + 0.0009861476139093734, + 5.141798604078302e-05, + 0.001150789427489705, + 0.0006393887253012994, + 2.6146128386684033e-08, + 0.9517814704401183, + 0.010258665791685027, + 0.0019012021898357333, + 1.3461240565499824e-06, + 0.0001164452412666275, + 9.682451027667747e-09, + 6.137091634207818e-07, + 7.4911295742354795e-06, + 0.6434725013194788, + 0.1532552457395203, + 8.537412249099311e-05, + 0.0058817906334122354, + 0.0039930001698110585, + 0.7688885609557531, + 0.280916267315416, + 3.2033404184940173e-07, + 1.3580366584821994e-05, + 1.870784214187465e-32, + 0.1991105211135403, + 0.7096804819071094, + 0.003304666339304819, + 2.2255415107856695e-10, + 0.9963487153138991, + 0.00010269541919099177, + 7.109797588998867e-07, + 0.0023161277350598475, + 0.7307490393876965, + 0.004064242484294306, + 0.3148533553915054, + 0.8379124080106984, + 1.6468620875049046e-14, + 8.014552053703416e-05, + 0.00926741719751043, + 0.004701738027281102, + 8.41042906753442e-11, + 0.013294191978071176, + 0.8702747564153307, + 4.676348024758232e-16, + 0.00023170123574408602, + 0.762134065169691, + 0.08075719304662983, + 1.71355008268838e-07, + 0.4155981303106488, + 0.7832238746411126, + 0.5749883545048746, + 0.05975203615002091, + 0.7617117916675632, + 4.382371911444427e-09, + 0.35171827305975295, + 0.5879410069115536, + 0.02574384815488213, + 0.8766416829535001, + 0.015623125015174984, + 1.4494631940628516e-05, + 0.38709399390311794, + 3.3806088839528613e-06, + 2.5819239327418238e-20, + 0.07374749354682872, + 0.00329918675023533, + 0.004234211575449649, + 3.2726014174475136e-05, + 0.9370256165671754, + 5.965612601576139e-05, + 9.539079388092504e-11, + 3.6894279355120786e-08, + 6.349587381870357e-09, + 0.0012565556321093912, + 3.7583113596812325e-06, + 0.02781489960557828, + 0.1507617237315933, + 0.9523777137997054, + 5.249229013084931e-21, + 0.08911042732608376, + 0.00014226710311675248, + 1.9434578956726325e-05, + 6.0188214138537184e-05, + 3.9332797028650575e-07, + 0.00031258764298716993, + 1.1360100358266675e-09, + 0.021219228223240277, + 0.009305603016762564, + 0.029209115265844972, + 1.061433330715043e-06, + 0.0029199522209175065, + 4.313436238763778e-05, + 0.017401276395541548, + 0.30230025669114263, + 0.0182362642414343, + 0.000969172099781011, + 3.192661547446598e-20, + 0.9087794973331464, + 0.01860067037595715, + 5.779420916590932e-10, + 4.602958276567334e-05, + 0.010058492599618541, + 2.977633137292706e-15, + 0.14620022503452706, + 7.241602679145535e-08, + 5.935541123812558e-06, + 1.4822969241362264e-06, + 0.0018381164527874788, + 3.760605853396193e-11, + 0.10722087075643458, + 9.436296083409135e-07, + 3.202325737664184e-06, + 5.2730737109034785e-05, + 0.3782425796040074, + 0.00021477307863982875, + 0.5170262583277249, + 2.223512287585319e-05, + 0.0021041036874730325, + 0.7831815954780725, + 9.859359199240597e-05, + 0.49265776033265607, + 0.00450438095730228, + 0.9724813488425863, + 0.5186197975555189, + 0.6281065720772624, + 0.003548590683122284, + 2.7530069036395293e-08, + 0.881332718757465, + 0.011791097484547305, + 0.008406969598600546, + 0.7319947135802461, + 0.0001038438034413288, + 0.00016340168763944013, + 0.25595289290688883, + 0.0008087983587404539, + 1.405076392143399e-09, + 0.00031732960034256454, + 0.7562737829109272, + 0.002808748255632101, + 1.3136635853742255e-08, + 9.525989395549494e-14, + 2.3445003523289097e-08, + 0.05098995295549765, + 0.0019120029175298727, + 0.9306270591227634, + 0.5085383762936732, + 0.05696806095162226, + 0.17079257119819624, + 0.09981823617761225, + 0.06061952468218382, + 6.535359284263873e-09, + 0.002962534000470129, + 0.0015479886086815933, + 0.8671058341944419, + 0.43973029228059657, + 0.01337119740086678, + 0.03484435553928051, + 1.1787206110077617e-13, + 1.165635658754752e-22, + 0.8188271109956073, + 0.2600525755406837, + 0.02776786109281255, + 0.7831951405887794, + 0.551475741006285, + 0.9992687125052563, + 0.014527374280869953, + 0.6213013758284306, + 0.9417000436644373, + 0.15033546800940112, + 2.50794996743473e-05, + 0.006183252455135936, + 1.2181258662784955e-07, + 0.07142961396762819, + 1.1491414425138012e-10, + 3.722449576654705e-07, + 0.042466524350466044, + 2.424646811863749e-07, + 8.046111112551918e-17, + 0.9768381093321068, + 5.855925305718777e-07, + 0.7257117248873188, + 7.12231399307369e-11, + 0.02451362575565575, + 1.0962287230156083e-15, + 5.487813315740428e-20, + 0.004484318660633801, + 0.030469022399701826, + 4.957588362145732e-06, + 2.6607168672409043e-06, + 0.00018050755747179008, + 6.027395979173603e-13, + 0.19739670073465304, + 6.311442073026485e-06, + 0.13317872435456507, + 3.0701965190276463e-10, + 2.5258808019023345e-05, + 3.7074662287454654e-10, + 0.9567442225427127, + 0.004280126988174181, + 0.00011229903010842304, + 0.06286956934519952, + 0.005746034242487105, + 0.7311872477489416, + 7.625940358325662e-08, + 0.0002257268363636343, + 0.8675621859128931, + 1.63494523899076e-14, + 0.4202550444931365, + 0.14881553552968352, + 0.00010192619614884326, + 0.0023891640272868764, + 0.026933156533199564, + 0.027320652761541556, + 0.003963531421046737, + 0.2693129550116747, + 0.20230921953542846, + 1.2694406344667597e-11, + 8.850509958582733e-09, + 0.04449468066468338, + 0.7392524214102486, + 0.0013031804925159494, + 0.0007555400701042405, + 4.852303030368209e-05, + 0.829942205896889, + 0.516648968145894, + 0.3161799088617272, + 0.9968419181650937, + 0.9881854771297682, + 0.00010931180756350852, + 0.5186108075328619, + 0.9571130154633306, + 1.0482407943877888e-09, + 0.026204588079277277, + 2.8140766632338153e-05, + 0.014868782865033358, + 0.06215634425302259, + 0.0027696501168629965, + 0.5841764868295253, + 0.3173459590659861, + 0.016117761991219573, + 6.970309241279555e-05, + 4.0448413054282e-09, + 0.9897545428877758, + 0.2807944321841612, + 0.0007292223814934515, + 7.506550665489024e-05, + 3.453510810638203e-17, + 0.001720583751687443, + 0.0524616344079029, + 0.07431812620451536, + 1.1689828141897635e-05, + 0.9963946604279811, + 0.48480891804256804, + 0.012827468658849619, + 3.205744391382297e-10, + 0.05015983659008453, + 0.7183601881594968, + 7.1388702232606806e-09, + 1.7092586809303096e-05, + 0.03268450888220296 + ], + "z": [ + 0.638689008563623, + 1.058121237066397, + 0.3725063445214631, + 0.687369594994837, + -0.8810681732344304, + -0.7121672205062004, + 5.050261904362624, + 2.4847077434076663, + 2.740720485107304, + 0.0460027472934525, + 1.6157692413562963, + 1.190127261381771, + 0.665416998947916, + 4.995451552529023, + -0.852095589511699, + 0.06117639746256898, + 0.23144592255896204, + 4.200586411782645, + -0.21566763754531357, + -0.8729447039663312, + 0.8814088763643835, + 2.579964821294442, + -0.916272409337615, + 1.355472412517532, + 1.1701987091971189, + 0.1398806426458804, + 0.1619662592547908, + 0.5540577750659502, + 4.0734625253075345, + 0.03003598500797018, + -2.1523229384806655, + 0.9780364703895934, + 2.440316057548684, + 7.420501993310255, + -0.33011989433161465, + 4.7462984883709955, + -0.6277065073152069, + -0.28803812828644954, + 1.4185319085479782, + 1.3450389978880444, + 1.2841969564968903, + 0.33802348131240073, + 1.848667692522921, + 6.9646064348242565, + 4.456396178444528, + 5.14470310940949, + -1.152555982942232, + 1.244717394721279, + 0.7857739444204697, + -0.9379255763501299, + 0.21662570120773936, + 2.146610385203229, + 3.5851495346936755, + 1.0693518365490668, + 0.5645108075912775, + 0.374316136658203, + 1.7671170943443826, + 0.4675697066569847, + -1.1818741069012393, + 0.4494741876308569, + 2.0921632707451687, + -0.6715617701314555, + -0.3610459184049964, + 0.4220818025996307, + 3.920664235570495, + 0.6075786730478188, + 9.392255893625993, + 2.320041087406906, + 0.19613668537600365, + -0.9039984549048486, + -0.6495529215149499, + 0.25953210639228624, + 1.1038773433164333, + 0.6331508250470403, + 3.000724688049248, + 1.145882708325124, + -1.0921462898738472, + 1.388957694880235, + 0.913771635579258, + -1.5400134569397577, + 1.7518349114221088, + 10.421413812156649, + 2.3313062396453783, + -0.7908508526004396, + -1.365783898812256, + -0.14891457628243168, + 1.3421097302674343, + 1.7963608229269636, + 3.7715863592289063, + 6.360031650505034, + 8.502595406723257, + 2.154195993159189, + -0.9647054137398412, + 1.6284685547723217, + -0.2842126364640116, + 1.5911804927880697, + 10.247517666468392, + 0.34033528485575004, + 8.511234277128437, + -0.340907875701983, + 10.309910483398092, + 0.12257588896893176, + 3.769415986436829, + -0.16563141030186443, + 3.182076663469454, + -2.128734093773671, + 0.7133931882404317, + 3.591546299820701, + -1.0796031947282072, + -1.686802763001559, + -0.04034024879652054, + 4.844743761322112, + -0.5412572122622091, + 2.05868182160631, + -0.5258579857935985, + 0.17775011649842967, + 0.41833246426019577, + 6.384139916001437, + 1.6006736085160984, + 5.567310004250481, + 1.4510142362820402, + 3.909134621332008, + -1.6826583159843231, + 7.697773390563986, + -0.10670457547352774, + -0.1244813060105977, + 0.5059709645455023, + -0.7282722024066131, + 2.16694356328226, + 1.1905486131900995, + 2.7436543775777142, + 1.1705017249313001, + 8.683972129710764, + -0.5639474873988312, + -0.8162172138738008, + 0.09292462735614715, + 0.8789954390516043, + 9.956632031786391, + -1.5768391503422479, + -0.7922764624412636, + 4.192017124760927, + 0.596065870290916, + 11.972366546623636, + 6.678813186069386, + 0.5092202577918996, + 1.623888474938014, + 2.271449771682391, + -0.37579000672525276, + 0.49142949112903356, + 9.759739664428645, + 0.19548173242578862, + 5.4113929896090465, + 1.8023079404845763, + 7.282479728579131, + 0.8104213388433181, + 0.22270430231429753, + 7.0905298753471415, + 11.925147321890204, + 0.17817849428107047, + -0.4030759890650308, + 1.9917649125028483, + 5.988767511823882, + -0.5501152575326811, + -0.1465994530410181, + 1.0320259421069724, + 1.414276988819384, + 0.7152213785841233, + -0.5320517427466316, + -0.6024249893812438, + 1.5369943041680059, + 7.353128398486176, + 0.41852633618621576, + -1.7746382142665433, + 1.6701882290245462, + 0.2720484062786966, + 1.4909894742353038, + 7.673601074937385, + 1.1014423150112405, + 0.7683164626155029, + 1.3869212433401854, + 0.5359651937875863, + 0.42531411197984725, + 2.281169011597267, + 6.3592993809439236, + 5.475150411917277, + -1.2646054404469076, + -0.8477122479592647, + 0.29271548214190707, + 0.14572313486926605, + 1.6392593086705203, + 0.14103329229224348, + 1.588626932929414, + 0.6955204007522842, + -1.0489547105891632, + 8.998255579409898, + 7.355030870975733, + -0.38144588515916766, + 0.4210855351680945, + -0.3861671340929476, + -0.3888335008292545, + -0.0976902709190703, + -0.5602443900627705, + -2.929448689967704, + 2.0529942724262407, + 1.324472075143464, + 1.4547079166262957, + 0.02641275892811698, + -1.1235578739259098, + 1.9619130119655337, + 3.628147176557805, + 0.7190907047600013, + 1.043548449254972, + 0.1752908190941541, + 2.9236455513711377, + -0.3872567549680631, + 0.13192798996498975, + -0.4545477041888977, + -0.21862021448776622, + 9.52972657764603, + -0.07620936372090985, + 0.06159436789495865, + -0.7176853974538395, + -0.7161363408692597, + 1.7736918060751377, + 1.0279185184937676, + -2.0510874553367944, + 9.474514597781454, + 3.4348714088217616, + -0.2602270107038688, + -2.6030492600181847, + 4.806484151830098, + 1.8593686234627436, + -1.0105982199173396, + -0.5026451026734877, + 1.6377365426463277, + 0.6649271623017413, + -0.4910937674717928, + 4.242714695462485, + -0.32656760601148416, + 5.722103229407302, + 0.4962010689194457, + -0.535316712567659, + 0.7970006428619382, + 2.1699523774216294, + 1.4588317518007, + 7.035233053832671, + 0.7233778446863361, + -0.1019718349036941, + 4.506578318301543, + -0.627313444697032, + 0.04522270947974964, + 0.3301789018517706, + -0.4801843663320866, + -1.3724655478412202, + 0.4894026484811471, + -0.061003971568241194, + 2.1702643390190106, + -0.5336003062469419, + 1.2337223498113028, + -0.8767156192302837, + 2.8614928294765885, + -1.746186985346181, + 0.435289723249269, + 0.4754391672062363, + -0.7947374085240315, + 0.42439394783294027, + 1.3306877587099928, + -2.096246922488537, + 0.5027448075686947, + -2.4932573434912624, + 0.8330334166941218, + 1.726174117687578, + -0.5817819744262285, + -1.1737920491210516, + -0.196013782759856, + 9.749424807639869, + 1.7097134008656463, + -1.0513099116393445, + 1.4974316831863086, + 10.738763261725326, + 9.895727959225573, + -1.2390374146576844, + 2.105479126776182, + 1.5994731758316167, + 7.157399088304029, + 0.2385216554822972, + -0.046178863837528686, + -0.15973083019656936, + 0.33085130529802215, + 1.5080536645999998, + 1.0827323269715203, + -1.0773760769847582, + 2.0872291286442186, + 0.3181131219501851, + 2.3927440963611937, + 1.4665408592838087, + 6.085632643197739, + -0.0248475776051348, + -0.5314429191675182, + -1.3963084968244626, + 3.2504454359804256, + 4.144741163805039, + -1.8400735018412089, + -0.025158927053971304, + 0.6405476895234627, + 0.8538428192083422, + -0.11312799924109469, + 1.9667116139564642, + 0.9702145079531078, + 3.8612346181918102, + 5.719759906488456, + 1.3270052773065435, + 0.9583858310147236, + 0.051687946091577015, + 0.2290746882057026, + 1.5604451984562095, + 0.2243397085208626, + 0.9554988056504526, + -0.24747505104138856, + 1.3119837385739466, + 7.511262358933548, + 1.9269965661123407, + -0.12628955182882606, + 0.30248892317396564, + -0.8319210367150808, + 0.3744874223042428, + -0.815375539004934, + -1.0662349318992248, + 4.339308923277033, + 1.3332289071705674, + 1.9203675021442612, + -1.0903624765329865, + 10.042064485175732, + 2.2938102150833677, + 2.157956981628535, + -0.9072684045696319, + 1.239584006729002, + -0.3961941833473773, + 3.019616149495813, + 0.6041208895930896, + 12.220792947883071, + -1.4710337598776742, + 1.2592750839914557, + 1.2873592185305864, + 0.6492317491940639, + 3.3431398120277014, + 0.33785344240117166, + -0.22735822275246034, + 7.511692668835208, + -0.7124771494255431, + 10.956556217128385, + 0.0014649416872168973, + 1.25713418399109, + -0.7908993609052513, + -0.4914417430797859, + 1.103338764338186, + -1.3495762106723985, + 3.150610407915346, + 0.15946448586719347, + 0.11137260184972926, + -0.10914589452903929, + 0.39581978109728944, + 8.478059343100643, + 10.186875803518697, + -0.6509524303764622, + 0.22198293522427343, + 1.2019661355114353, + 0.8946471876860789, + 8.208400487301846, + 1.4125074070254477, + -1.9626846157401767, + 7.083049567373717, + 1.909546138244231, + -0.9478718361510038, + 3.1214052551136637, + 0.8194809304013316, + 7.1275579360152665, + -0.6327550298850391, + 9.584636459329436, + 1.1283703237324447, + -0.2358050709522869, + 8.973961043211677, + 2.3986177093623535, + 0.28186780581094595, + -0.3391222138320637, + 0.37123564452597063, + 9.854731210123518, + 3.661862215391499, + -0.49540860433205, + 0.1288254421036632, + 4.939841050472576, + 0.21234426095463096, + 1.238858710413941, + -1.114045659695324, + 0.25866115252634786, + 0.21456107661093954, + 0.7828737349497695, + 7.068648578149147, + 6.8089816844731255, + 0.5582734923623255, + 0.4682767191115364, + -0.8253940022838372, + 6.608205359445543, + 3.0601184351262525, + 0.2242467985643878, + -0.779304857474902, + 0.16070926345535833, + 2.212817345292296, + -0.360039268729314, + -0.6616747718486885, + 1.8694020751834333, + 0.3127183236763014, + 2.670976977894523, + -1.2578680723565443, + 0.9846346217153934, + 1.7948404938319396, + -0.1421465170047046, + 0.33868731792169, + 4.398935440703917, + 10.242831411255665, + -1.142284867506731, + 2.446349772615266, + 0.37108849337530936, + 0.07288142756628765, + 0.728962591699991, + -0.13047109506343973, + 1.1919687413233198, + 7.918821512317132, + -1.1189398575662006, + 2.3884077366876175, + 0.2955600471944372, + 1.229214784595081, + 5.9555223296096225, + 1.127576585328713, + 12.455912424018123, + 0.2648230913151637, + 1.2754938258999797, + 8.42734842806129, + 0.5826772388534832, + 0.8400103183202283, + 3.5830477146323796, + 2.453460425113712, + 5.63696959172722, + 0.22486247822146627, + -0.5717093293505964, + 0.33261425874925665, + 0.9333173948786484, + 2.7956506916791963, + 2.2206752221031794, + 8.474438963024099, + -0.8924347419762898, + 0.5961553380524532, + 0.8575426289569806, + 10.300074851766276, + -0.21796395721304218, + 1.3986885268039093, + 0.8578344371764253, + 0.06476114623224044, + -1.4359095238632058, + -0.8465117601281753, + 0.28100978551597616, + -1.966231232278657, + 1.012637430634638, + -0.1581528796137824, + 3.2431484590277537, + 2.598231198664411, + -0.18142418442224675, + -0.05280824808688216, + 10.991620875736716, + 10.483993772123435, + -1.3468923069678516, + -1.7857828822612223, + 0.09115398404212183, + 2.72416787767677, + 0.49687359054383995, + 1.069965307953439, + 0.5162144167887504, + -2.3161438629448052, + 6.6405816103431405, + -0.3828298222076373, + -2.0184823013392346, + 8.618091533503264, + 0.7935348664153047, + -0.11970128822592078, + -0.45784838610948175, + -0.159361866365674, + -0.370582740995106, + -0.4688417832938113, + -0.6995279408988826, + 0.5354010185441194, + 0.3216842511690858, + 0.1682957552947621, + -0.8384911288903474, + 5.019922467527903, + -2.17706504637563, + 0.1848348097073055, + 1.579558885183351, + 0.07987619019088488, + -0.5859276733177553, + 0.32912840381032377, + 2.0227782575632185, + -0.4470004002845916, + -0.6153166878856519, + 7.840872274037183, + 0.10343821800145457, + 2.610415817772093, + 0.27736184223214233, + 0.5621488884926683, + 3.8341823039139986, + 0.649402199781277, + -0.8092813123304627, + 0.8247310143007357, + 0.22576277831880573, + 9.88829490252525, + -0.97536602727825, + 1.3035079327647159, + 7.513046770988573, + -0.5528496553379411, + 10.980993440607616, + -0.36472230752785745, + 0.8134632281652742, + 7.289320963774351, + -1.7710672708700455, + 10.432654414553728, + -1.8309505140054338, + -1.22809772225109, + -2.0755880090351706, + 0.9948357128281382, + 7.278353590620203, + 1.118348276905404, + 5.229074204633495, + -1.1722310234921356, + 1.32369616936851, + 1.8572829195659604, + 0.3169427568543003, + -0.7273233239822586, + 0.18120808649744988, + 5.573751320428319, + 3.6596209753932385, + 0.9689335239982292, + 1.6880336874180504, + -0.23383609639849182, + 9.929363431216009, + 5.975163109889572, + 3.6586559601085584, + 0.21233535580331608, + -0.9933586995689735, + 8.752836327884038, + 1.4992785675400182, + 0.1705826194277229, + -1.2172785555751862, + 0.15946250768319317, + -0.6822915774666631, + 2.6550552348439327, + 0.03471378100667691, + -1.9672006760904293, + 0.7005300395743315, + 0.8134758990390346, + 0.9724593447701049, + 0.4202829399177231, + 7.667842074449484, + 0.09889363153070779, + -1.2644983986003304, + -1.687860415816532, + -0.3828161730138356, + 0.1560342474063045, + 2.4055609244351768, + -1.1768694675416898, + -0.3998988142496151, + 0.26929546381823205, + -0.04459844122206214, + 0.22069733773253752, + -0.02830062636159425, + 1.6509809343312816, + -1.1761728833369673, + 0.48756049427133497, + 1.181944939708621, + 0.480908126792914, + -0.1641157295271757, + -0.5259258750137318, + 1.051303110096616, + -1.4229721004235019, + -0.7215409300084995, + -0.38917439430116363, + 1.2816625844359633, + 5.349633410718397, + -0.9107033820905395, + 3.5429721088117794, + 0.5958274799464511, + 2.548635224593461, + 0.9881972997555881, + 2.3490261892299436, + 1.6098448897024626, + 0.8282346064764806, + 4.472852275683423, + 9.0733485516918, + -0.13166403459685, + -1.2346057983642598, + -0.41676466239847854, + 1.6974914227319082, + 3.280037934645131, + 3.253383307380768, + -0.36523325746389185, + -0.048237106648372136, + 0.7174148088065859, + 1.3733265677925637, + -0.7227982501804521, + 8.761795682961763, + -0.45194937188828965, + -0.7866077646259368, + 9.932031419605297, + 6.83349851766949, + -0.37099611324655035, + -0.7261067818273146, + 0.6005530889851678, + 1.6536389953052335, + 0.24774579323170365, + 0.9983233658596621, + -0.5631515960605328, + 10.135943196289396, + -1.0973628660148955, + 8.138170751286225, + 0.8582962117108228, + 4.769857232561232, + 2.6546877962000988, + 1.5568110845208358, + 1.402288334975568, + -0.1962805856695743, + 0.4528868968537629, + 0.17554149568058022, + 1.7333127553523373, + 3.0979985908686754, + 0.06888437120779267, + 5.332483035995807, + 0.7506488465420889, + -0.15099973143456452, + 0.14356991283075557, + 0.8512005165197762, + 0.6928692294134446, + 6.548685351253987, + -0.7998478081390689, + -0.3650743651857531, + 2.0491272448770004, + 6.808942323235275, + 4.056672818820982, + 6.394406533102777, + 0.4311234960149306, + 0.37964098234721855, + -0.5561116783622987, + -0.13002185240418201, + 3.4280081167587815, + 5.542343177387482, + 1.614778791305366, + -0.31956889855252557, + 1.3254321090952061, + -1.406815009497514, + 0.5859276925983069, + -0.7367701359474399, + -1.4151137614164655, + 7.644614003716916, + 2.715246679784995, + -0.8449138810103208, + -1.49901595835652, + 0.6870522550578688, + -0.0832932024559792, + 0.6293194087584479, + 0.9495945713644907, + 2.0837201591241525, + 1.8557126022230357, + 0.2460453034205506, + 1.1426211913704862, + 8.164741684807066, + 2.7943777212938774, + -0.25447690591222094, + 4.994746626429732, + 0.5069048827374705, + 1.214718658100625, + 1.8880621879940598, + 0.6715422445618021, + 1.5288153067570582, + 0.8875057858431457, + 2.576547411646973, + 6.6051260362710105, + 0.39661377819194826, + 2.5266779549530662, + 8.181301316552606, + -0.32887489280469345, + -0.16716388637767365, + 0.3801774327073968, + 1.5226264499320903, + -0.596973593918223, + -2.3817509020424583, + 8.135069645353719, + 0.9134737320174067, + 0.6805661733062944, + 2.5259887266365664, + 6.723254311396064, + -1.2313522014582348, + 0.5152945458948406, + -0.8342504639383729, + 2.3119300021416307, + 0.6865092410742855, + -0.5806483025538931, + -0.6113852468807406, + 2.480092342375297, + -0.23950033134615664, + 1.1168916514806069, + 10.177156296907224, + 3.9306027879339664, + 9.68347967298959, + 9.84946173976183, + 0.8086474523613565, + -0.6082265061044504, + 0.36311562848073775, + 0.31112830337062464, + -1.8877354294837496, + 2.0152831208814423, + 9.174872604316734, + -0.39715147581285903, + -1.1007455620528839, + 0.347836144188179, + 0.08679519956543402, + 8.672728098090435, + 0.19158000680192838, + 0.5062413884933686, + 10.515515685238295, + 0.5681032057688722, + -1.0494539210932172, + 9.931093761740572, + 1.80838143607377, + 3.1520568335116597, + -1.123395120221084, + 0.24288201382295382, + -2.081990650378565, + 0.5531491563997923, + -0.5404069888809317, + 2.010337023433437, + 0.1997960251987464, + -1.6888624413034408, + 6.44950837156446, + -1.9754844235806668, + 2.469485245691851, + -2.0552215701172267, + 0.02897176104356671, + -2.0663039255812996, + -0.31390391728362893, + 1.643378417265818, + 9.878462595836977, + -0.7609069470480837, + -0.012191467040726642, + 0.018030333285012086, + 0.4737947982560719, + -1.3668582664563163, + 0.5925734109389649, + -2.7043167203070326, + 5.804840460830977, + 1.0442786149436583, + 0.6341805672961484, + 0.0814487590109915, + -1.365633052158176, + 6.703892483740516, + 3.007842682701567, + -0.0790641385241378, + -0.5789883059698983, + -0.48083378951197936, + 2.687273208294692, + 6.57911224620188, + -0.055044580636025096, + 2.1699365903060843, + 8.539804516255069, + -1.8508157773827487, + 0.7835967745961957, + -0.6554817839435048, + 6.989252866134345, + -0.740513953288171, + 2.8887334131475413, + 9.977662192203326, + 0.802128458618284, + 0.8630249670923474, + -1.3235528838175412, + -1.1041363562800581, + -2.839078658644384, + -0.6764389013020422, + 9.659450750538966, + 0.5169465157483756, + -0.21919625059468303, + 7.599040367978857, + 0.1186863878908927, + 0.20476059595186685, + 4.9218595825871025, + 6.216351959000654, + 6.049531232886094, + 1.5299552324548764, + 7.202017627712262, + 0.7007006559443028, + 6.331837175070083, + 5.775067276128644, + 0.6507455315541449, + 8.028359745873608, + 0.33748241275380025, + 0.4604165713017101, + 4.065782279301318, + -1.0196615136200171, + 0.2063617713254507, + 2.199670874185924, + 0.4816276320168806, + 1.0043293048263375, + -0.23668470987088297, + 10.120156405095466, + 0.27986439947668357, + -0.950910728733324, + 0.318521373741668, + -0.9916965999444367, + -0.620314718563698, + 0.18936589040597093, + 0.5753932694359069, + 0.3183847722388038, + 10.577762909179931, + 0.5720062783004729, + 0.1863758376499538, + -1.5361621254180078, + -0.14471023329186405, + -0.4453418317197748, + 0.11314439033272568, + -0.3599907847256948, + -2.0074568493849094, + -0.17615465606875563, + -0.21256308090068732, + 0.9257521774325084, + -0.6981890602777425, + 1.7078741955817411, + -1.9112092070278808, + 1.4851802617580399, + 2.7986835960333214, + 1.0419475147578992, + 0.0894932050565432, + 1.1395555360254692, + 8.700433008778653, + -0.9126137214182407, + 1.420504293050484, + -0.11302035005448445, + 0.322143399620396, + 1.2347519140448249, + 0.43004700825083586, + 0.5954916217995252, + -0.5898354010516528, + -0.1321545326751305, + 0.09066012991216368, + -1.5002218610708755, + 0.2933716647439111, + 1.3510823287092226, + 0.8862232118421722, + -0.062112269956144515, + 4.025549254552967, + -0.29209477485005936, + 6.526845969105231, + -0.20013022656540536, + 0.2528831290095784, + 8.97784609892279, + -0.7763855489259825, + 6.485366787823454, + -1.485417600170354, + 11.354455619538662, + 4.813522391603214, + 6.038366972947342, + -1.8545242643517201, + -0.45479444207700254, + 7.773520656547766, + -0.48973537052799954, + -0.05324126980287415, + 8.277738750275367, + 0.20864178943503905, + 0.30931067027750825, + 1.464009540223326, + -0.8726661060153256, + 1.7987250324020758, + -0.732027738759821, + 9.218946081166568, + -0.21497371632454548, + 0.0022880675098625866, + 1.0703651602308824, + 1.2718926563886916, + 0.39908696927588905, + -0.36912302434624017, + 9.25035014270542, + 5.42334129116885, + 1.460984296385978, + 1.712155570976114, + 1.6170686597992763, + 2.2445549790927792, + 0.3813096776183775, + 0.3412781960094796, + -1.5034309390032519, + 6.040328205115355, + 4.785678652036134, + 0.03888774272779556, + -0.16633911952193686, + 0.24353020418752336, + -0.06040372919690829, + 9.316051360589972, + 2.6866366236658146, + -0.4692446741420421, + 8.822117644847083, + 5.297626335116648, + 10.519223808724869, + -0.3321369633841009, + 5.563186872786869, + 9.501168666830068, + 1.5161833236376963, + 0.4800778303635765, + -0.2068132287583832, + -1.8363585656445311, + 0.2815222560878933, + 0.7938184682929571, + -0.2973723567935298, + 0.17828184099011243, + 0.986378930552749, + -0.711973227258922, + 8.225577875078168, + -0.16062526360018864, + 6.772943297624451, + -0.9662463190410226, + 0.06975780165786677, + 0.4915056472467946, + -0.009288561567815747, + 0.35182425929257577, + 2.1180979225124412, + -0.3428292856739426, + 0.278375241813342, + -0.5074082870244166, + -0.8463597198809455, + 1.3890593539287606, + -0.4786954571009583, + 1.691263041092776, + 2.349075789770954, + -0.7157908481956501, + -0.4166253019079963, + 9.50431921231588, + 0.4386001185914889, + 0.2646738022558692, + 1.9127914874001124, + -2.3689317281103373, + 4.924942607293744, + -0.49587740941611347, + 1.099557455907345, + 7.109973827523335, + -3.007632339693594, + 4.7737298511505735, + 1.7318125789995495, + -1.0891891448379414, + -0.9616479604480612, + -0.7004121543026788, + 0.3837418450893557, + -0.5866799619725396, + 3.1871934690922665, + -0.8315344675501062, + -0.8568518650008553, + -1.1260538724059506, + 0.1886061282743416, + 6.854476455612347, + 0.8108755848209261, + -1.8517813709590152, + 0.04597670663378882, + 8.857758482180596, + 7.023137118020895, + 2.680033117523797, + 10.292877786003453, + 8.077991978735318, + -2.3908630862373887, + 6.030882451110319, + 9.565569860985235, + 1.1785127002808309, + -1.1113570081769764, + 0.5201835471950759, + 2.0175056691941866, + 1.0412690508874918, + 0.30427800675967875, + 5.850320949119602, + 1.602578133533949, + 1.5167505556225438, + -0.6101606088809378, + 0.50448329683143, + 8.334511122306504, + 1.6284846573338316, + 1.44237962303717, + -0.346551633891294, + 1.453275476042545, + -0.061024821541643376, + -1.3172814288788284, + 1.6352488617768741, + -0.5897754194741888, + 10.662635417796853, + 4.873300047965762, + -1.414843541354374, + 0.16429476857631345, + 2.6978215080536443, + 7.676588340109427, + -0.05751768161676089, + 1.0755143278249908, + 0.5375135540251403 + ] + } + ], + "layout": { + "font": { + "size": 18 + }, + "legend": { + "title": { + "text": "Data" + }, + "tracegroupgap": 0 + }, + "margin": { + "t": 60 + }, + "plot_bgcolor": "#F5F5F8", + "scene": { + "domain": { + "x": [ + 0, + 1 + ], + "y": [ + 0, + 1 + ] + }, + "xaxis": { + "title": { + "text": "x" + } + }, + "yaxis": { + "title": { + "text": "y" + } + }, + "zaxis": { + "title": { + "text": "z" + } + } + }, + "showlegend": false, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "heatmapgl": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmapgl" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "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, + "#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, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 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, + "#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 + } + } + }, + "title": {} + } + }, + "text/html": [ + "
" ] }, "metadata": {}, @@ -254,45 +4183,45 @@ " \n", " \n", " 0\n", - " 4.645109e-07\n", - " 6.978184e-01\n", - " 5.685210\n", + " 0.049308\n", + " 0.000342\n", + " -0.270079\n", " \n", " \n", " 1\n", - " 8.576548e-01\n", - " 5.471492e-04\n", - " 1.222925\n", + " 0.000269\n", + " 0.633791\n", + " 2.841950\n", " \n", " \n", " 2\n", - " 7.158921e-18\n", - " 9.926583e-01\n", - " 8.710366\n", + " 0.041460\n", + " 0.191721\n", + " 2.976156\n", " \n", " \n", " 3\n", - " 3.350572e-02\n", - " 7.238915e-05\n", - " -0.978137\n", + " 0.997692\n", + " 0.135385\n", + " -0.625265\n", " \n", " \n", " 4\n", - " 1.395064e-13\n", - " 5.042386e-09\n", - " -1.521806\n", + " 0.087920\n", + " 0.001172\n", + " -1.034509\n", " \n", " \n", "\n", "" ], "text/plain": [ - " x y z\n", - "0 4.645109e-07 6.978184e-01 5.685210\n", - "1 8.576548e-01 5.471492e-04 1.222925\n", - "2 7.158921e-18 9.926583e-01 8.710366\n", - "3 3.350572e-02 7.238915e-05 -0.978137\n", - "4 1.395064e-13 5.042386e-09 -1.521806" + " x y z\n", + "0 0.049308 0.000342 -0.270079\n", + "1 0.000269 0.633791 2.841950\n", + "2 0.041460 0.191721 2.976156\n", + "3 0.997692 0.135385 -0.625265\n", + "4 0.087920 0.001172 -1.034509" ] }, "execution_count": 7, @@ -319,9 +4248,6939 @@ "outputs": [ { "data": { - "image/png": "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", - "text/plain": [ - "
" + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "hovertemplate": "Data=Real
x=%{x}
y=%{y}
z=%{z}", + "legendgroup": "Real", + "marker": { + "color": "#000036", + "size": 5, + "symbol": "circle" + }, + "mode": "markers", + "name": "Real", + "scene": "scene", + "showlegend": true, + "type": "scatter3d", + "x": [ + 9.004177354909239e-05, + 0.8819273379549436, + 0.5003865237834356, + 1.8385437846049354e-12, + 0.16279146500007452, + 1.8539085703290248e-17, + 0.9999988338450724, + 0.4783893616639808, + 0.0042732432689883675, + 0.9809579383340237, + 0.9999996206146252, + 0.09417218589354895, + 0.004352617582050614, + 7.79049452822851e-05, + 0.9999999999912171, + 0.9999969655953557, + 2.2931955375055183e-12, + 0.8553620843576518, + 0.999988513027451, + 0.9880118138884082, + 8.267133671466523e-07, + 5.98364252648376e-15, + 8.26543990127396e-05, + 0.005947441678046152, + 0.9999804692757127, + 0.9036394549204502, + 0.619436930611018, + 0.012998298581060717, + 0.00035215253301984294, + 2.6962490477637393e-09, + 0.9732325061171405, + 0.999781518100652, + 0.0013800165305519606, + 2.7992797828587494e-08, + 6.05117862301852e-12, + 0.9999987271679586, + 2.0277849774014267e-22, + 0.4234694493485783, + 0.9999999999334924, + 0.9999875493219413, + 0.9628557955016216, + 0.9999999316427814, + 0.39018604887434694, + 0.7939014409289543, + 0.9981789251996047, + 1.7567775710557966e-08, + 0.9544080274151585, + 0.9885159022408369, + 0.8818641284687807, + 5.269102720219746e-07, + 8.628961477697677e-14, + 0.008075743316326928, + 0.9999975548702797, + 0.0022298962054448416, + 0.999981411663405, + 0.9971638177655094, + 0.8024192653991781, + 0.03952001905039348, + 0.9999995453988859, + 0.9935514009766384, + 0.2608156255989924, + 0.9999753596394808, + 0.0018703604506614575, + 0.37542526671855203, + 2.1833248631934047e-19, + 0.998183607034937, + 3.182026880872669e-05, + 0.9999776106161096, + 0.04570196011707222, + 5.381211540431579e-05, + 0.9999984986509332, + 0.9934637902301507, + 0.9999999986734921, + 0.8730197413257846, + 4.631745068541153e-08, + 0.9999983705291866, + 5.169161400528226e-06, + 0.9999992021599335, + 0.222722278095124, + 1.369431640643768e-05, + 0.004412914027971684, + 0.8423650970476863, + 2.177447439170568e-10, + 0.9956022398607249, + 2.448311881249179e-12, + 1, + 0.9997135902725476, + 0.9999979209381971, + 0.9969908716517182, + 0.9999999953490228, + 0.9999833831249964, + 0.628476364348566, + 8.314648145184407e-05, + 0.9794838140112626, + 0.9996060542455149, + 1.4476280687414382e-10, + 0.9713152300108876, + 0.4265741083734746, + 0.1074652309812848, + 0.7838221362558108, + 0.9999999985056274, + 3.5460302198319985e-08, + 1, + 6.9987709998446225e-09, + 9.545231372143549e-16, + 0.08962594449317701, + 0.9999768009349748, + 0.9999831676322013, + 0.00024763713976402684, + 0.06421501658178642, + 0.811459037499377, + 1.1510728420984625e-06, + 0.6971312316005474, + 0.9998841810869418, + 0.9695258372162481, + 0.98987291527803, + 0.8294101833184158, + 2.0780829448812154e-06, + 0.999999999976266, + 0.9999975808078102, + 0.9998824395282206, + 1.6374723587601648e-18, + 0.00029071361818744124, + 0.7719339481076752, + 0.06392907638674636, + 0.9999487718496837, + 6.831343076015754e-06, + 0.9509155741558997, + 0.9999999792796235, + 0.008482316718401809, + 2.078855807648214e-06, + 0.8445447449027021, + 0.4804730609375661, + 0.8833960468768901, + 0.49767753730762326, + 0.3731400457545788, + 0.5483566892541328, + 0.8865138124850431, + 0.22191787984821715, + 0.999937604748255, + 0.999999037535073, + 0.9999999999991397, + 0.17780061007086484, + 0.0007192993812736357, + 0.11655195127814487, + 0.9997409868985323, + 7.267370121362635e-07, + 0.9999970072849427, + 0.9999999976676734, + 7.577483190919813e-11, + 0.1615152091720753, + 0.049437152648727674, + 0.990912362381984, + 0.999978995789649, + 0.9999999667401525, + 1.6040946735046809e-16, + 0.862109492855056, + 0.9998133496445247, + 0.00903311427003842, + 0.06710336892761405, + 0.9998121827917541, + 0.9294099862943406, + 0.2719556137968477, + 0.9948806019912709, + 0.0005225518689434695, + 8.59729933845222e-10, + 0.7716467582698575, + 0.8758253610545889, + 0.9999998601928543, + 0.592920969433479, + 0.0001028178649671519, + 0.01270664562945986, + 0.9999999999965882, + 0.005868088003321922, + 0.004869831005895121, + 0.9999991423826469, + 2.5582232187383917e-10, + 3.605780885260147e-14, + 0.9926764111148202, + 0.006359051692681257, + 0.14868441772086843, + 0.9998654361724252, + 0.9999688664573757, + 0.9999999626525081, + 2.5553231456445582e-09, + 3.0657186938980226e-07, + 0.9999999999999997, + 0.9999753679569354, + 1.9687586355734867e-08, + 0.0345546714869112, + 0.2911381024390707, + 0.9903776430408929, + 0.32689479775598945, + 0.9998426587435544, + 0.0006374349180953996, + 4.3316916331211054e-05, + 0.9990292016359745, + 0.4878070558672581, + 3.791973433318613e-10, + 0.00723973925726133, + 3.3993007149986994e-05, + 0.9999999999999997, + 0.9999999998914186, + 1.8392779197716796e-05, + 0.9936599762017101, + 0.9685818056700836, + 0.24205258034993668, + 0.24563180324098774, + 0.5062003696768249, + 4.5632682753193615e-08, + 1.5893116334527818e-10, + 0.0009258106695333814, + 0.9999829266555065, + 5.449391563251733e-08, + 0.9999999862890158, + 6.184754697259456e-10, + 2.9588816503109556e-11, + 0.9999999995888752, + 2.209552126726399e-11, + 0.5243371386115255, + 0.17788104819913597, + 0.9364875892293619, + 0.9999997102481766, + 0.9646157324359063, + 0.0005043505179454181, + 3.433871149071364e-07, + 6.962547771639538e-17, + 0.0005705181476345269, + 3.7800245951396733e-08, + 0.9212651795068142, + 0.9999194159746669, + 1.4828109799561261e-05, + 4.543291486302758e-07, + 9.554042126569798e-20, + 7.101186942141236e-14, + 0.0017937496875545702, + 1.7636250554032928e-09, + 0.9979091310648852, + 0.26850183728794685, + 0.03821805768292544, + 0.012965465417702186, + 1.2260233378371252e-08, + 0.6578600303227561, + 0.04385858619760754, + 0.9798276632016703, + 0.9380624432942081, + 0.9999999982437944, + 0.9334769800474823, + 6.336015582542333e-05, + 0.9999994292359857, + 0.7351073767867897, + 0.9364861991917587, + 0.9787473791087683, + 0.6773357166053052, + 0.9954766912544787, + 0.0004668834293854233, + 0.9999999932612442, + 0.9884089681088948, + 0.80421755384911, + 0.9970252604526022, + 0.9847651408421433, + 1.3871928328487631e-12, + 0.9971180668572894, + 0.11318388258177825, + 0.9999956278340403, + 0.9999962512570574, + 0.9893920860135357, + 2.088374712962488e-05, + 0.9957521500471241, + 1.9108570875295387e-08, + 0.01889531415020629, + 0.0071280538583332834, + 0.4595111749412914, + 0.9995736310751785, + 0.9999997911809402, + 0.8772679535418088, + 0.9999935902098118, + 0.9999999998095408, + 0.0054660104855033306, + 0.2513638243690073, + 0.9999281376212251, + 0.01451952234218004, + 0.010954875238739645, + 0.27631767267984947, + 1.015029704321471e-08, + 0.9984189547217048, + 0.0005090786652513512, + 0.9827800602120069, + 0.9999386331858429, + 0.0049694625058347855, + 0.15335600443816857, + 2.2751661375028332e-07, + 0.001623913440704038, + 0.9983025606920416, + 0.9999986863952941, + 0.999999811914888, + 0.0066777113860118096, + 0.9990024448768936, + 1.5130016298855355e-06, + 0.003388407091466977, + 0.04075990255560983, + 8.271207316823911e-14, + 0.999999998598962, + 0.371162369851305, + 2.7287649630666223e-07, + 0.6782701425284876, + 0.22055951423043635, + 0.06393205088108694, + 0.9943102358341701, + 0.008164691777154691, + 4.198975407835963e-09, + 0.09356763088871242, + 0.40332652738382196, + 6.219188238300987e-07, + 0.9996178175673537, + 0.03312327606076058, + 8.832966432406274e-13, + 0.012431548753754264, + 1.9351868139461005e-09, + 0.2065597888744507, + 0.9899983873644854, + 1.2319898940159352e-08, + 0.08376955514421551, + 0.9999949134820905, + 0.07838849690042869, + 0.7749899684412316, + 3.7551342761914466e-05, + 0.9999151819371316, + 0.016843735990217327, + 0.9860381067412862, + 0.014198412115083759, + 7.295263247164468e-08, + 7.014899276479278e-09, + 0.00016187531573628384, + 3.136406473775348e-06, + 0.7566396215061819, + 0.9999901835805616, + 1.188940759057053e-06, + 0.9940815177867737, + 0.9992058685492587, + 0.9999992799124434, + 0.061018113797804835, + 0.9993835075417001, + 5.5347904347575056e-08, + 0.0009109311927523739, + 1.1553232612676257e-05, + 0.999999999923907, + 0.9998969077932568, + 1.1561128027498858e-12, + 9.979487697873948e-05, + 5.3036937605565296e-05, + 0.919815185000319, + 0.7948538037059172, + 5.545752411433674e-05, + 0.1824489547764571, + 2.024081112384886e-08, + 0.999999927761298, + 3.381298710476814e-11, + 0.021431406459728495, + 2.812432881834595e-08, + 0.8895887536395746, + 1.1121468824222045e-07, + 0.9171143469631761, + 0.00013117390000264947, + 0.0006567696743542466, + 0.8215800010928129, + 0.9864363226648064, + 0.9814482454947655, + 1.3136730953135743e-06, + 0.029954097206729917, + 0.9765758675263303, + 8.862769799487334e-10, + 0.998134323799707, + 2.7561165358388316e-08, + 0.8182456892524852, + 0.7778704627089971, + 0.0007432556104945262, + 1.72842596672948e-05, + 4.974425348112529e-13, + 0.19830627069543974, + 0.0001571948479670658, + 1.454696714242072e-09, + 1.1578809136059537e-05, + 0.9999999447504446, + 1.0380646871196865e-05, + 0.7614094023536148, + 0.9211415686192138, + 0.04033813372269043, + 1.0188044160326237e-07, + 0.9770827548153014, + 0.0007609300334770208, + 1.5003678111575175e-06, + 0.13064876401904452, + 1.490893626431377e-17, + 0.9933335758373493, + 0.05689211650111981, + 0.9999997821536397, + 0.37413669884248874, + 0.003998142561917461, + 0.5236352550507434, + 0.9999990006793283, + 2.067825999508326e-09, + 0.9943353124441661, + 0.9807939611832684, + 1.3544407083470519e-08, + 1, + 0.1452498463229466, + 0.00461038874361224, + 0.4956209947765252, + 0.9925423954320433, + 0.0009082195995200403, + 0.09540551954081386, + 0.8502360013246144, + 0.9999048764613249, + 0.29887621287059646, + 8.958203376359473e-18, + 4.759110739946896e-08, + 3.5112362874744195e-05, + 2.1164819888508463e-11, + 0.15417844663735453, + 3.2758102815546435e-11, + 4.866469227729136e-07, + 0.6749233233038581, + 7.741024301553022e-12, + 0.9999999995460985, + 0.9953680778749883, + 0.850343095662872, + 0.03424930997387284, + 0.1698940536313147, + 0.2821988242087072, + 0.961294954088918, + 0.9895052527692524, + 1.2897676255465643e-08, + 0.6964252649463553, + 7.346246809190166e-10, + 2.314814708388187e-05, + 5.917242849970073e-08, + 0.9999996930806478, + 0.9999581550998783, + 0.00013076036157363537, + 0.1550919842743954, + 0.9993723631422684, + 0.9999926059124961, + 1.4000764887189829e-05, + 6.606654830836285e-09, + 0.9999999988532322, + 8.515737581712668e-06, + 0.0005495938333469163, + 0.9998365848570465, + 0.02168950324480917, + 0.9996271565299713, + 0.9854667806368738, + 0.913489895709267, + 8.321178881455449e-06, + 0.999999956738896, + 0.9969079237893775, + 0.7537892729855626, + 0.9999999999998302, + 0.0009012768392067193, + 0.9998749928442197, + 1.677865444627134e-08, + 0.9981174148660354, + 0.009824218587357443, + 1.0841653739972933e-17, + 1.263373646647363e-07, + 0.0008739935566923907, + 0.08169072166294866, + 0.999999999999816, + 6.623133982395088e-09, + 0.9781926082540281, + 0.26492715460287314, + 6.73233540140496e-08, + 0.7087384303396628, + 0.9999999999631152, + 3.3707501239300773e-07, + 2.37664867206506e-09, + 0.009789874364988458, + 0.11042121414173302, + 0.999854884187042, + 0.8504137687522072, + 0.030854036918770086, + 0.9999952720343486, + 5.646901556165159e-10, + 0.9999999999767687, + 0.13664992639337176, + 0.00023468408557738823, + 0.9706147294461149, + 0.9791657908282758, + 0.9899913368495895, + 6.068183267286558e-06, + 0.8028278212921585, + 0.00043410971796876345, + 0.9999988950407713, + 0.9999999945515347, + 0.9994813689442668, + 2.1658491706834654e-05, + 0.8529412139004278, + 0.8832784831051508, + 0.1147574670254104, + 0.0011919275236610476, + 3.176337159318079e-07, + 0.9999999999999838, + 0.062357291999296176, + 1.0556388943303624e-05, + 0.999999999999995, + 0.9998015582262617, + 0.9989805710435656, + 0.5510750286481884, + 7.147282866342474e-05, + 8.481732650481739e-13, + 0.9984362923314236, + 2.7187732525701724e-10, + 0.0005140267341122251, + 1.4647739407590333e-07, + 0.02138993438970968, + 0.0011722950683425958, + 0.9743360738921135, + 0.9999999998410598, + 0.9999999999999999, + 0.9935045258772933, + 0.8345163013001501, + 0.999971260922887, + 0.9984446846277987, + 0.06402864486034202, + 0.9977447201391139, + 0.0036880146599176503, + 0.9995507557527497, + 0.8916186847520483, + 0.9151003912343079, + 0.9998094536835963, + 0.9997678945950194, + 0.003332111985372262, + 4.097897664008801e-07, + 0.9999999996387746, + 0.0005843564848828945, + 0.9991221236780296, + 0.9999977585550033, + 0.9999995133080053, + 0.976420877771018, + 0.8456305952245305, + 0.9355398272371067, + 0.8425533069350906, + 0.9996662220515647, + 5.738337489049054e-13, + 0.38095436746682204, + 0.9999999733897652, + 0.0015166589007208574, + 0.9999997207137805, + 0.9999975168712485, + 0.00015824788034530924, + 0.5545726771194671, + 1.5181287331376482e-10, + 0.9992403970561226, + 0.3261181975129048, + 0.6524138995985679, + 0.8500874157565003, + 1.9191472331476264e-07, + 0.9736629368171182, + 0.9776133101189973, + 4.5652626088225774e-05, + 0.9999999997050454, + 0.9955836477938934, + 0.10988871790054534, + 0.9998219779806073, + 0.8594231474539289, + 6.7221669474261646e-06, + 0.8715772483136389, + 0.45150852380164114, + 0.1585797614962494, + 0.562574714665363, + 0.12323823593877627, + 3.5813739764248253e-08, + 0.9999999999999982, + 0.9999999914359944, + 0.0003459237748984672, + 8.598430251788028e-08, + 0.9929356559187261, + 2.970338408392549e-17, + 0.009564214531975337, + 0.9998618018884299, + 0.8327381714234398, + 0.9999999976397024, + 0.9679406262532354, + 0.9999682022188418, + 0.020334334992968307, + 2.4501687993262465e-10, + 0.9999999999130025, + 0.00019216209853126386, + 4.294505200210574e-10, + 0.002868930302715898, + 1.585978805465622e-13, + 0.9999999752418871, + 0.9999999999999987, + 2.2301094939606257e-12, + 0.010427057403110255, + 0.9861873913602878, + 2.4215267308068863e-06, + 0.36017545388791783, + 1.3672076752480345e-07, + 0.999989339375111, + 6.760769937357544e-10, + 0.9998391161964255, + 0.9999999897611276, + 0.0004074481724820145, + 0.014838644014503393, + 0.9762280933117807, + 0.9998448118601998, + 0.9999987336215939, + 0.9999999955697279, + 0.9966658982084521, + 0.9975870336721714, + 0.9999999332555525, + 0.7539665084953766, + 0.285991944402136, + 0.8754058794578662, + 0.9999991260098492, + 0.9821882925879755, + 0.993524371734504, + 0.34300214323634765, + 0.9905988157111139, + 0.00012751268284382433, + 2.6726270921808156e-10, + 1.9044926195053103e-05, + 0.02123960636888129, + 1.1273680543387881e-08, + 0.11801269300699378, + 0.9992640875359021, + 0.10603577756545397, + 0.9999999999998854, + 0.9999997533919243, + 7.893588185384794e-07, + 3.613926538011072e-06, + 0.2177969542661693, + 1, + 0.009843323595914518, + 9.767425364139406e-07, + 0.00018141429464746408, + 0.9999825356860147, + 0.12498671288367807, + 0.999999046156499, + 0.9910794145381032, + 0.26035193659771866, + 1.9108343797536947e-15, + 6.657076821977399e-11, + 0.11338150977096936, + 0.2390949308003101, + 0.0001574157431448895, + 3.3097062388904236e-11, + 0.017902974249033893, + 0.02856571034555138, + 0.03586285085544506, + 0.9534700324204667, + 0.9875661626096447, + 0.9999989893625295, + 0.9999759537776043, + 4.2551351383202923e-07, + 0.9422893114069707, + 0.0700976639340886, + 4.017468130050203e-07, + 0.9828341785997461, + 4.71850455415288e-06, + 0.9998097606192607, + 0.002866403664546953, + 0.8548881764843632, + 0.9962059385115271, + 0.33168882292963936, + 0.9999999999999878, + 0.9827634429364085, + 0.00650253153709362, + 0.0028763247190194603, + 0.9994939177982642, + 0.0004967008060169243, + 0.999999569287527, + 0.46580242880336914, + 0.9999999653436372, + 0.08398058220114914, + 0.057782382036330876, + 0.9999999496182054, + 0.9959837693653645, + 3.40482460230984e-06, + 0.1899212859420199, + 0.006617534847715938, + 0.00016333060348484868, + 0.9999982079239684, + 0.9991147306852394, + 0.9999999807659735, + 0.9994971825314564, + 0.9999914369416686, + 1.3808578995897124e-05, + 0.0001234104969281964, + 0.9959112690325391, + 0.20487240456335098, + 0.4913755787630018, + 9.378392623247589e-14, + 0.9662519903577456, + 0.614626100880619, + 0.019023604257288794, + 0.9977470091991208, + 0.9999998198007817, + 0.003429821227562999, + 1.205646308216036e-05, + 0.0007081105005617199, + 0.008772003443909658, + 2.9882791904456252e-06, + 1.4182145876906928e-23, + 0.04478537294922236, + 0.22166658732754246, + 0.04288595591133197, + 0.999999792537745, + 0.0002537960172334573, + 5.85354528365303e-06, + 0.9999999999276621, + 0.9846159610254275, + 0.9999998748308214, + 0.12935703756123804, + 0.9622826026686392, + 0.10220176559020315, + 0.9853026638448183, + 1.3728696788747674e-15, + 0.5474895702780056, + 1.4121983410079763e-05, + 0.006505325719899986, + 1.2475279674398261e-08, + 0.9999999999999317, + 0.9998432621303417, + 0.7446184166396264, + 0.06650593474712958, + 0.9995757293943728, + 0.0007951557592038008, + 0.6411840497409388, + 0.9976521147655929, + 0.9999999952932722, + 1, + 0.22909372018364513, + 0.003585245875930195, + 0.19170398884951573, + 0.010782410578482836, + 0.9999879925786654, + 0.2651329355867889, + 0.9478976179427984, + 0.0002713204111374654, + 0.6899343176870101, + 5.738932946611008e-12, + 0.3826506745485335, + 0.6977781370774526, + 0.0913680298118367, + 0.775690356530584, + 1, + 0.9999999999999927, + 0.03657099175524214, + 1.5621187211902248e-06, + 1.2454552230906968e-12, + 0.9999960143338358, + 0.9983033203874971, + 0.31919213547090286, + 0.9817240135286659, + 0.001190439173126735, + 0.9999360899643989, + 0.9999950538348923, + 1.770697505304689e-06, + 2.4229024060038312e-05, + 0.999999993945285, + 0.9996422663290083, + 0.9989814107125524, + 0.978488978840324, + 2.296548926901013e-12, + 0.9898818701777835, + 0.31783062479103036, + 0.6745807057506489, + 0.9813673899658376, + 0.3336245634816882, + 0.9820397758354039, + 0.999970732952553, + 0.9986864601897127, + 0.9999999963958571, + 0.9618586456101097, + 0.9999962848596352, + 0.17113145153581633, + 0.9997179859860331, + 4.582025157569003e-15, + 0.7403680260177943, + 0.005380505073753449, + 0.857612591296441, + 0.9999999974719674, + 0.9955886885628482, + 0.005690801055258219, + 0.026920757949026368, + 0.8905734963469041, + 0.9046645175209949, + 0.9999958388723273, + 6.507132039913459e-11, + 0.0053783598792529665, + 0.011132169741459034, + 1.8319457777058597e-09, + 1.8511398203563667e-11, + 0.0002305038072046052, + 0.9533320325845456, + 0.993082033023834, + 0.0009260697932297291, + 0.9831853625168423, + 0.06299430637502287, + 0.9999999986957706, + 0.004848300031668026, + 1.1203916876671252e-06, + 5.498600966318621e-05, + 2.0773193894228782e-07, + 0.9995791736117549, + 0.14276201499024926, + 0.9999989224728334, + 0.9999343686603954, + 0.0116204756413439, + 0.14207421253043798, + 5.235317119201155e-10, + 7.802099137144171e-09, + 0.727891841228837, + 5.835314655135723e-10, + 0.0415265427709691, + 5.128134229792649e-11, + 0.9973951788612364, + 0.2330410259042964, + 0.8211772842383422, + 0.9978752201575724, + 3.1891232818142706e-07, + 3.417161268702528e-09, + 0.00023444105342595317, + 0.677576903949498, + 0.9999272291642834, + 1.06581877006119e-07, + 9.420318475147555e-07, + 3.1567161042782934e-05, + 0.07632289725380145, + 7.376014788352597e-09, + 0.998324135337464, + 0.08921165166002343, + 2.596754549970385e-05, + 0.9999554794793597, + 0.9999999517941394, + 6.44936522561622e-08, + 0.9963562959542609, + 0.9996758639334217, + 0.007813694929928422, + 0.9999993549490458, + 0.9999810375895545, + 0.3817161946721565, + 0.9998854688541766, + 0.9950072989532452, + 4.665305789203886e-13, + 1.576701066645923e-11, + 0.9999992777018138, + 0.830073493574494, + 0.9999831419401621, + 0.9999999999651474, + 0.0012151199285085183, + 0.9426460024181748, + 0.0008115940104016688, + 0.8934467243856377, + 4.850681331240981e-09, + 0.9997699699719894, + 0.2337053715699486, + 0.7693622770822016, + 1, + 0.18919163852027857, + 4.837853641374803e-12, + 0.9999999636176959, + 0.999889755244916, + 1.0268440409254602e-13, + 0.8773982337377639, + 0.998847604280494, + 1.0375631867302682e-07, + 0.002032457650498313, + 1.0704715179094688e-07, + 0.0004442500451994027, + 0.9875826236977404, + 0.3816217882349049, + 0.004693757475577914, + 0.3351447870950324, + 0.9998929833825846, + 0.9892996648855104, + 6.493650799120211e-06, + 1.9741127746631274e-14, + 0.03817958754346676, + 0.04491844869061994, + 0.5899218080894619, + 1.234290442422399e-09, + 1.2262320058586027e-07, + 0.05537303229406013, + 0.0008215438514968462, + 0.9999999998935079, + 0.999999979925912, + 0.9308646866572811, + 0.85196893726004, + 0.0003513733004175492, + 0.9999970361537133, + 0.9966879444910436, + 0.1879218309336643, + 0.9999999999905033, + 1.9457875850651602e-11, + 6.985691253664087e-05, + 0.9927502080114134, + 0.9949019128407428, + 0.09050616683024447, + 0.8744654027737845, + 2.325414525127055e-14, + 0.9999561363761181, + 0.9924198678671735, + 0.07564505568854177, + 0.8931441065529326, + 6.0634239788680376e-05, + 0.9999993105100937, + 0.18353060373033817, + 0.03460802726308066, + 0.9999988273653834, + 0.007716594295085712, + 0.959787619258259, + 2.7900590283069373e-05, + 0.543383138580217, + 0.9999975714437355, + 0.9929226034690742, + 0.8096957840164892, + 0.8433297783171485, + 1.33676502428327e-05, + 1.5213640238410808e-06, + 3.8686588795648344e-08, + 0.999998528310462, + 0.006181892552652679, + 0.9531005148263202, + 0.8168585817080356, + 0.0016376143158393316, + 0.08530903262668695, + 0.14290546432949036, + 2.5169523517579143e-05, + 6.001377769897762e-15, + 0.04255555754672454, + 8.459865210695041e-07, + 0.9999988364779794, + 0.05834759910435703, + 0.9999929783002838, + 0.0003671293626233731, + 1, + 0.9999999999999538, + 0.9999978223192404, + 0.999930215268617, + 0.9996164141378218, + 2.650426404420997e-05, + 0.9999523505497541, + 0.008495552304780985, + 0.9823061758347261, + 0.3717296316276273, + 1, + 0.9961488048417078, + 0.9999999995157071, + 0.88211363527467, + 0.9999999998898996, + 0.580337312988325, + 0.32385585892918956, + 0.14938463682999445, + 1.39941753453627e-05, + 0.999999992171646, + 2.7212944007291123e-08, + 0.73799845849675, + 0.9854735390610309, + 0.999982216224411, + 0.057601448329614606, + 0.00010914918263680041, + 0.11224133545459491, + 0.985549413886058, + 0.10809389617026605, + 4.021083783339259e-06, + 0.9996023698431361, + 0.4318788372109719, + 0.0011721573922185014, + 0.9999999999913232, + 4.335346103848952e-16, + 0.0016522535692479136, + 1.0430470215830506e-05, + 0.006367655771863108, + 0.5888598482079408, + 4.490252081285367e-07, + 0.3712750912958312, + 0.9935955690687801, + 0.9786917910469106, + 0.005894688093365022, + 0.9999998514279881, + 0.9999997117213786, + 0.7929651521274476, + 0.9999999999962114, + 1.1416806687187885e-07, + 0.6408787683281977, + 0.9999974938539762, + 3.468767583998034e-05, + 0.004218766519489782, + 1.8756386508818704e-09, + 0.0019717883885038813, + 0.9999999926813792, + 0.9299604097783315, + 7.344070925425658e-05, + 1.4754295789228876e-15, + 0.9956022663008839, + 0.9999999999997083, + 0.9915146444001447 + ], + "y": [ + 2.883992052061763e-06, + 2.9119792467480267e-07, + 0.0004886504311752182, + 0.053928017519656084, + 1.6342686177794927e-08, + 5.354314285052445e-06, + 0.3863527284185293, + 0.10483723377016879, + 0.2978830921419358, + 4.017838235648893e-12, + 0.25203836163500626, + 0.0017370416114326132, + 1.7525613723970124e-08, + 0.30542341160652736, + 0.0026227487668039995, + 0.043918429648078613, + 3.3389740141605616e-12, + 0.3554096874056874, + 2.3187444596491876e-13, + 1.638648736926476e-06, + 1.3474408123511123e-07, + 0.18588294587488605, + 1.6912261099006353e-07, + 2.961141203608043e-06, + 5.151430095690854e-14, + 0.0005584145398087531, + 0.00823683968787544, + 3.950043091341834e-10, + 0.49351655955637924, + 4.505843888009261e-07, + 6.060612851483232e-06, + 0.010158082488665784, + 0.40018092799905436, + 0.5917082164881255, + 1.9963483565343445e-08, + 0.4957965470302172, + 2.739876929872657e-06, + 7.456356268727571e-08, + 5.633999415962991e-08, + 0.3832847654423124, + 0.0007231570408702531, + 2.1069258672804857e-11, + 0.30556893403801366, + 0.8039918827873495, + 0.27800031512363255, + 0.6090209989352221, + 7.945276537272997e-05, + 0.01074028523565498, + 0.04472210681345554, + 1.862690399983051e-11, + 7.258031203645538e-08, + 0.3172363068843506, + 0.24843281362710706, + 0.0007980871675933406, + 0.0032504608769334327, + 0.0012655075411186442, + 0.0005928969477008815, + 0.04678833792687594, + 1.851956178759825e-09, + 2.7479855002027263e-08, + 0.0006116221208055122, + 0.034319772305439665, + 4.168482889893365e-05, + 0.0005635764498178063, + 0.39745690845762344, + 0.15898822534251333, + 0.8270398037395521, + 3.6538964662816776e-08, + 5.226352096325347e-07, + 6.983483115164838e-06, + 0.08994076035385251, + 0.00015561251711053496, + 1.7554726022518978e-14, + 0.01579830785516587, + 0.3003128528968102, + 0.173515436011443, + 1.7342844242591801e-06, + 0.05542063685553528, + 1.4193672310231719e-09, + 0.0005716329750975565, + 0.016199593324142496, + 0.9847342591262647, + 0.09317115944995848, + 0.055127689588467546, + 4.025660318294434e-06, + 5.473348486523398e-06, + 0.08393253033722402, + 3.865671601993601e-18, + 0.3065507445413775, + 0.6602712927317067, + 0.952896461438915, + 0.09241954204400392, + 1.2010873639486952e-09, + 3.923868337810529e-19, + 1.7201314249769134e-05, + 5.9842017021946184e-05, + 0.9568586376409114, + 0.04773307742982083, + 0.9030630648954564, + 1.6440968108762835e-10, + 0.9881593791022855, + 0.004541939275121502, + 0.43632273945055344, + 1.576781049015023e-12, + 0.3103499633750304, + 6.411407062218726e-11, + 0.025522507345173306, + 0.4571267524537508, + 0.007372920847753785, + 5.415841091513253e-05, + 0.17535522490713698, + 0.6200191264434401, + 0.016776374536828134, + 0.010542268407974183, + 2.1690101605347877e-06, + 1.0230398328057887e-09, + 0.0017851077753867095, + 0.6253074729785588, + 0.16781170692420921, + 0.6762603767849725, + 8.66880028283023e-06, + 0.21019379776941224, + 3.7813836259011304e-08, + 0.8721801981450366, + 0.017310576690347836, + 0.08400564888995936, + 5.411089637058862e-07, + 4.358017399964682e-19, + 0.00018874954756573398, + 1.8846503518329886e-09, + 0.2531080346945499, + 0.01435154616115679, + 0.7578071705353455, + 6.594121031496375e-11, + 3.066816400082862e-09, + 0.0014781564386499696, + 0.0017359314553660288, + 0.9817571633132972, + 1.5733184874922337e-05, + 0.001054798150957872, + 0.42659899883553043, + 0.06717314746167462, + 0.9999824369833827, + 0.8064801128468383, + 0.0003631015956025023, + 0.013477536660972438, + 2.6259594944342682e-09, + 0.00286074164587085, + 3.840883379146005e-09, + 0.9189979307229998, + 8.724978050663281e-11, + 0.5510238190848352, + 0.13663325509845306, + 0.9814725813798816, + 0.012835184878068678, + 0.009652639865233034, + 0.7313004772125407, + 0.9878285126170646, + 0.08531125130716227, + 2.7140407146968745e-19, + 2.116102981142153e-05, + 0.6820828816673739, + 2.540385782266254e-09, + 4.2597038983189234e-05, + 0.01912914599774232, + 0.12064744814660706, + 0.2007846725736386, + 1.1682038055798687e-05, + 0.0004929443830967566, + 0.16142153493910513, + 0.6927284739856348, + 3.2058029824365935e-05, + 0.00013735397818589003, + 0.06062472414636901, + 0.0019479560282073094, + 0.010645742664139764, + 0.7229402747646713, + 1.1935727547838056e-05, + 0.030177115116537596, + 0.004069548713743714, + 0.0013714557769807785, + 0.05232293584227513, + 0.0008734291150384993, + 0.5470262258664031, + 0.49014059909128643, + 0.0011698976091428313, + 0.04405953695042731, + 5.367662930322675e-15, + 2.019371010252498e-05, + 0.22533818736788364, + 5.059268018347147e-06, + 4.885818190303836e-10, + 1.1792620198547909e-05, + 0.009205379916357507, + 0.910976440655284, + 0.8159997351828293, + 0.00062540312493935, + 0.08347012007977372, + 0.009147844851105758, + 0.08663018711441403, + 0.002996441059911982, + 3.6324678453942434e-05, + 3.4563821832606678e-12, + 2.22479245775409e-06, + 0.023570242092679203, + 0.1831008641551292, + 0.0007593709187518556, + 0.004809647339165209, + 0.02661901341546685, + 0.17308584817846936, + 0.05623969765134766, + 0.002001780506962734, + 4.0401602302377607e-07, + 0.4260370990247068, + 0.0024566613995594174, + 2.3193032675409715e-09, + 1.455454643354797e-09, + 3.306294726977306e-06, + 0.9621126135155146, + 0.00046691341445514594, + 0.0009335877397475439, + 0.03429196689427614, + 8.79808258676468e-05, + 0.3058276071775107, + 0.005010296880756728, + 0.005455948650352998, + 0.832092425446453, + 0.20485220115589178, + 0.0041953576278752625, + 8.7827809113869e-06, + 0.5167794713797388, + 0.19235527847515627, + 1.1573747718018387e-12, + 0.0012573291134755054, + 0.010754134378297649, + 2.865761181068636e-17, + 0.04334703469063071, + 0.5840313865057917, + 4.4971159828695086e-05, + 0.593556000875774, + 1.881556129389606e-07, + 3.004983175786254e-21, + 0.028550106750007673, + 0.023479833736140016, + 0.06433307293564373, + 0.7083321561163444, + 0.09065283157396309, + 0.025470129927617713, + 0.3325937405849398, + 1.2542709044843595e-10, + 4.797670819273574e-11, + 0.027898099997068524, + 0.0021599826479445335, + 4.288061274528428e-12, + 0.0166428144863479, + 2.8714235995204517e-11, + 0.16700238695824407, + 1.9222505329269396e-11, + 0.0012901050998255091, + 5.816198156100353e-06, + 0.11494525454586958, + 0.00014495244820804173, + 5.1965869237786914e-05, + 8.484679612832396e-07, + 8.196594168508185e-05, + 9.971927695141626e-10, + 0.005116908894983404, + 0.012057191686552752, + 7.788006642241452e-12, + 1.3476838815206954e-06, + 0.179869822021733, + 0.009700775278663285, + 5.8965825532273534e-09, + 8.791528792091479e-06, + 0.0001923946224825868, + 0.7681518469476317, + 0.35413956480716724, + 7.522966424525629e-39, + 6.682227508998666e-13, + 0.8881060918187593, + 0.9999159183515857, + 1.5287868958169778e-06, + 0.00096356249670228, + 0.000503078408241989, + 0.6478452100541796, + 0.10509240044197171, + 0.0002850477000508047, + 6.292508482614163e-05, + 6.824443935633372e-11, + 0.005705222646866366, + 0.02033152858341172, + 8.972874964473141e-23, + 0.07107326786246809, + 0.0004980981937029803, + 0.17056783005022774, + 5.205747814135745e-13, + 0.719721289271129, + 0.0010978001101328134, + 1.1632191696919047e-06, + 0.01715509285409933, + 0.2903735458375506, + 0.16331846122206153, + 4.242664544001054e-07, + 0.000712168399549902, + 4.754448689268302e-07, + 0.07307646175521611, + 5.327464570905556e-09, + 0.32659279774022887, + 0.07374277650129442, + 0.4617998595207737, + 0.7909681611467009, + 0.01324130567928128, + 1.1172681231673185e-09, + 2.6969240497211743e-06, + 3.2638164697935418e-18, + 0.048612718574064816, + 5.1742780017100865e-09, + 0.005148125088913826, + 0.005000714983246159, + 4.3010570162970683e-20, + 0.7190476633000864, + 0.17329446225064665, + 0.11437715368832059, + 0.0015533068872256917, + 3.3880779370352227e-06, + 0.10127701488327369, + 8.931118707950447e-09, + 3.22631215576307e-17, + 0.22145375202600717, + 0.00018898451821641778, + 2.297847365019622e-28, + 0.01325325430225775, + 0.9970810735264839, + 0.35873178402874634, + 0.2853651858825599, + 0.001085857884694292, + 2.874405088620128e-11, + 3.5494754382547974e-06, + 0.19512368158017965, + 4.571687145426927e-13, + 0.9917154195778283, + 0.0008410463262049864, + 4.1844204656850745e-06, + 0.014091834812985878, + 0.16226105872210986, + 0.23360064755545418, + 0.00017084793749428184, + 1.1803720094743849e-05, + 0.8335628155807207, + 0.0006632302023642794, + 0.890674412134246, + 7.821227297342693e-05, + 0.047500418245963065, + 2.076230188900006e-09, + 0.028841120314185294, + 0.002135395508824381, + 8.791337375549581e-11, + 0.3565824175820617, + 0.012543707479496144, + 9.676841058844168e-13, + 0.006994739048711697, + 1.3663244436091094e-13, + 0.7785203587282832, + 0.9452238258059368, + 0.03348513782913645, + 0.050613803315307064, + 0.0007203273634497641, + 1.122065541376287e-11, + 0.958125993878291, + 0.1061027506673246, + 0.0015540633634633617, + 0.7036114665313347, + 0.0011779121498253786, + 2.08811179824628e-06, + 0.39557283006052457, + 0.005545114882847214, + 0.8670359451224913, + 2.85457161196602e-20, + 0.8988195321747684, + 0.17626561714218478, + 1.6491625868474026e-05, + 0.8229775332896642, + 0.1977071625825792, + 0.0015049409515544069, + 6.543797506170647e-09, + 0.00011745292570152913, + 0.9978463890223274, + 0.32040566054657144, + 0.00015234207859282593, + 0.031139441648320432, + 0.592979884302459, + 0.024735187096086686, + 0.20498595740427858, + 7.904666691692783e-08, + 4.670959710524539e-10, + 0.00018213007532792187, + 1.1970670229620235e-13, + 0.7499774147724245, + 0.6400928837636369, + 0.0007475920088662304, + 0.0023502911279941626, + 2.5968051830498033e-05, + 0.6458841877174354, + 0.26959781390715915, + 0.021706833165644587, + 0.13071728008961828, + 2.1963948187825307e-05, + 2.8630589505369424e-05, + 2.766868018476386e-12, + 0.006640232600663268, + 0.1496053515472035, + 3.401132097296841e-05, + 0.14782418124781088, + 8.355234350872838e-09, + 0.025325436914040107, + 0.12044184325804762, + 1.9935841505768556e-09, + 2.6194208457773113e-49, + 0.3369477959105559, + 0.9370516031227215, + 7.344445669976137e-05, + 0.16261915858597814, + 0.04357770984078278, + 7.329550772264141e-07, + 0.06557656006982965, + 0.001977189373482025, + 2.612442162548307e-05, + 0.8002539472166345, + 6.0627081696810206e-05, + 0.27819375926573464, + 0.011686533038396158, + 2.980303808522294e-11, + 0.5352427644660789, + 0.1978111864075757, + 0.9970722507339231, + 4.778033718405342e-06, + 1.0308790096492517e-05, + 0.8579062861638519, + 0.004931799414803381, + 5.41813801823584e-05, + 0.23648530028781237, + 0.13960921197354872, + 0.47647725916542416, + 0.05399492094155749, + 3.6712605464961836e-06, + 6.748425059087892e-07, + 1.8932253757910526e-05, + 0.30183713924558037, + 0.11555032563887926, + 0.702182221753792, + 0.0023886177097129915, + 0.14330760418487332, + 0.09979176878623171, + 0.9992462183577078, + 0.030660305655400875, + 0.004648584793676501, + 0.04337675756579741, + 0.002531409799150095, + 5.321646824361799e-13, + 0.04693040562993318, + 5.3523416989615634e-08, + 0.016636439387617927, + 2.0990566194197417e-09, + 9.64758537881051e-08, + 5.5489433020264275e-06, + 0.02903149480483003, + 2.4884825269994297e-06, + 0.00535287544444328, + 0.9996039361734687, + 0.8780821162205397, + 0.029113675046816525, + 5.9258309346423315e-05, + 0.07131887895965032, + 0.2141430294502905, + 3.624286453526116e-12, + 1.9385296958875145e-05, + 0.17159119451540586, + 2.4071532458521716e-12, + 0.5782567415040996, + 0.04453664507575973, + 5.563049403256772e-07, + 0.8473027787543882, + 3.5917819662736266e-05, + 0.00023558438953564755, + 7.300748998219978e-12, + 3.657802325430329e-08, + 2.140567682573453e-09, + 0.08792053286463558, + 0.0015152736091549168, + 0.0014121113530304848, + 5.709792585668141e-07, + 2.359493279418465e-05, + 0.01566573529630321, + 0.520142562966357, + 6.7224725100782785e-12, + 0.0006358145821915762, + 0.015070117736978363, + 0.15540083222329906, + 6.664580785111777e-19, + 2.1625100194233476e-06, + 0.07699356231357349, + 0.0001224216015557835, + 0.007693364138024448, + 0.9809795416453266, + 8.869334819902084e-09, + 0.05683397776283487, + 3.380267466445484e-07, + 0.058442786767638165, + 0.3512099993147013, + 0.06604942037298792, + 0.00037330599296671226, + 0.00014510986230303568, + 1.2552070513370594e-07, + 0.9870681650591592, + 8.453937437182557e-21, + 8.299567569400653e-11, + 0.6848344025655463, + 7.1182029360919585e-06, + 0.9979168586925679, + 0.01328485308573497, + 0.15954667206763112, + 0.8049024081254638, + 1.282218045717204e-07, + 0.9961112034135523, + 1.943643329163646e-05, + 3.461090146724882e-05, + 4.336248915211465e-12, + 0.10809054056190313, + 0.7428674050892075, + 0.1445044490091768, + 0.6271651899304072, + 2.7299445045370373e-07, + 0.0859326305821936, + 0.2407834851274448, + 5.844353181555256e-05, + 0.015792536214196386, + 1.4534372636752855e-05, + 0.42704732831122555, + 0.3073455175000455, + 0.13813473422147096, + 0.1430834717062123, + 0.0006829078131721217, + 0.9921483246521281, + 0.6300774162038076, + 0.382299116599395, + 2.4200272914084204e-05, + 1.2977223548409229e-12, + 0.9768715154874016, + 0.2887821121371229, + 0.1770853723931433, + 4.136645293188293e-07, + 8.790639823467092e-11, + 0.021049593802522092, + 0.21414407706128366, + 3.2254115047940625e-09, + 0.00013035373476244594, + 0.004555445535264172, + 0.0002677253447324758, + 0.19663220196049583, + 9.139702273147941e-06, + 0.8524340311858682, + 0.00012232547823723956, + 8.354635135706189e-10, + 0.010524603671804487, + 1.0165991330864353e-07, + 0.027976319368114066, + 0.2803240618049781, + 0.0007161090680869595, + 2.4788152196846876e-08, + 7.112374980672888e-08, + 2.945889004748391e-05, + 0.003819630713332411, + 0.06418145740926387, + 0.047926301961512194, + 4.532178132806809e-08, + 1.9718461638085294e-08, + 5.384674865938481e-06, + 3.4044018592292074e-09, + 0.0038408497537654332, + 0.0002371171649247332, + 0.0015215459050359876, + 2.824838171178555e-07, + 0.02485833303711441, + 0.0008383371190557772, + 0.004400882692396517, + 0.49698657746775016, + 0.005734237641970588, + 0.3853279814196683, + 0.12101506240427455, + 0.3258424216826996, + 0.0009307741198808925, + 0.3720769318493449, + 0.00010640339680892519, + 4.916291857807056e-07, + 0.33819906050797255, + 0.9536288063717059, + 0.0018276684482259364, + 0.019854601616045225, + 0.01078977446683245, + 0.12038365750887574, + 0.1983974872863735, + 0.436054012418322, + 2.726795213740025e-05, + 0.010306211358415019, + 0.2113204010999071, + 0.07819773260341635, + 0.00011920815621570182, + 0.8957186034138787, + 2.358799408595743e-12, + 0.0002730741093737483, + 0.993907640508585, + 0.7049108096237513, + 8.617690321151911e-05, + 0.00023548398530282545, + 0.028102841820221235, + 2.1726812948594713e-06, + 0.010785856039257627, + 0.00022051509485330987, + 0.08270703290929299, + 0.9978181756995627, + 5.452956171109685e-07, + 0.9615095678818126, + 0.1597667619169859, + 0.35779578981476584, + 0.17046719675304534, + 0.13138063624664362, + 0.2934988894865499, + 6.571836250206896e-09, + 0.015118688795202735, + 5.26610198232263e-07, + 0.3577106338833083, + 0.3988316438888547, + 0.013296213535650931, + 0.4796192126478618, + 0.29467766676420354, + 0.0011124244045293912, + 5.211429518032226e-05, + 0.00015885280035631282, + 1.1645176007953573e-06, + 0.5966114032445182, + 9.269856286534953e-06, + 0.15429277719375545, + 0.24421800019384013, + 0.5807310498026715, + 0.2663218291296551, + 0.5683857430804992, + 0.00017826732131962273, + 1.333961253086736e-07, + 7.068398481825123e-07, + 3.84411494380164e-06, + 0.175893859093245, + 0.6484901183179359, + 5.955144376073137e-11, + 0.0002459255939532855, + 1.2762138401498879e-14, + 2.4271453775543743e-15, + 2.3491433657714282e-06, + 1.8209153028383105e-14, + 1.5343050772199347e-05, + 0.742607996130597, + 0.1705774891189026, + 2.755758317550774e-06, + 2.1018814110352505e-10, + 0.0778897019392824, + 0.00041421263212018796, + 0.00809997812039493, + 2.4766377943641216e-16, + 0.21431353403966466, + 2.0928742877273192e-05, + 0.002181055888525881, + 0.14890476973773858, + 0.9776309043909893, + 0.3057037241610045, + 0.008191003949891529, + 0.4034441830148262, + 0.004442125867061645, + 0.23940877797332424, + 0.17158078015830222, + 1.1072832748691463e-06, + 7.839473692255861e-05, + 1.8184290863297984e-07, + 0.18157007573354955, + 0.6545040041655847, + 0.0008301772768498663, + 0.12771730542469076, + 0.9514078714032256, + 0.0020564434412262485, + 0.060540486237856704, + 0.00010243139812726935, + 0.02924042742813026, + 6.928028508337246e-08, + 0.0008553465426979479, + 0.8547290390378189, + 1.0897690519328155e-17, + 0.014293627035641476, + 0.20978024788259902, + 0.7003247613270543, + 0.0047678534761551586, + 2.2427037313158187e-08, + 3.134609625185333e-06, + 0.012783326876117457, + 0.011600203271976955, + 5.797166275435668e-15, + 5.078875823924777e-11, + 0.2573036548988885, + 1.590675593132066e-07, + 5.787595065269992e-06, + 0.9990740127163178, + 0.4662234526842495, + 0.7793038987833807, + 0.9800153408241608, + 0.003980777639245972, + 1.3403088288246017e-10, + 7.36214346686958e-11, + 1.8312227429437752e-06, + 0.0001913862612403355, + 8.010420802284791e-07, + 0.7884228143394187, + 4.384033312861724e-06, + 0.00015241784029716493, + 2.7453038462692706e-05, + 9.750015103743861e-06, + 0.8317059149527205, + 2.610607838770166e-07, + 3.991874425156327e-08, + 0.9068209985846488, + 6.40226123691778e-11, + 2.0157781672384044e-05, + 0.856853090902812, + 0.01677668725854826, + 9.89995748832945e-09, + 9.89130185141561e-06, + 6.726788264333901e-11, + 1.0805281042219618e-05, + 2.058324664040647e-12, + 0.0007793309285840826, + 0.008689122860848332, + 0.09744109952173283, + 3.2059666382092464e-05, + 0.692077211226698, + 3.347636470700856e-07, + 0.1718385791184541, + 0.0009861476139093734, + 5.141798604078302e-05, + 0.001150789427489705, + 0.0006393887253012994, + 2.6146128386684033e-08, + 0.9517814704401183, + 0.010258665791685027, + 0.0019012021898357333, + 1.3461240565499824e-06, + 0.0001164452412666275, + 9.682451027667747e-09, + 6.137091634207818e-07, + 7.4911295742354795e-06, + 0.6434725013194788, + 0.1532552457395203, + 8.537412249099311e-05, + 0.0058817906334122354, + 0.0039930001698110585, + 0.7688885609557531, + 0.280916267315416, + 3.2033404184940173e-07, + 1.3580366584821994e-05, + 1.870784214187465e-32, + 0.1991105211135403, + 0.7096804819071094, + 0.003304666339304819, + 2.2255415107856695e-10, + 0.9963487153138991, + 0.00010269541919099177, + 7.109797588998867e-07, + 0.0023161277350598475, + 0.7307490393876965, + 0.004064242484294306, + 0.3148533553915054, + 0.8379124080106984, + 1.6468620875049046e-14, + 8.014552053703416e-05, + 0.00926741719751043, + 0.004701738027281102, + 8.41042906753442e-11, + 0.013294191978071176, + 0.8702747564153307, + 4.676348024758232e-16, + 0.00023170123574408602, + 0.762134065169691, + 0.08075719304662983, + 1.71355008268838e-07, + 0.4155981303106488, + 0.7832238746411126, + 0.5749883545048746, + 0.05975203615002091, + 0.7617117916675632, + 4.382371911444427e-09, + 0.35171827305975295, + 0.5879410069115536, + 0.02574384815488213, + 0.8766416829535001, + 0.015623125015174984, + 1.4494631940628516e-05, + 0.38709399390311794, + 3.3806088839528613e-06, + 2.5819239327418238e-20, + 0.07374749354682872, + 0.00329918675023533, + 0.004234211575449649, + 3.2726014174475136e-05, + 0.9370256165671754, + 5.965612601576139e-05, + 9.539079388092504e-11, + 3.6894279355120786e-08, + 6.349587381870357e-09, + 0.0012565556321093912, + 3.7583113596812325e-06, + 0.02781489960557828, + 0.1507617237315933, + 0.9523777137997054, + 5.249229013084931e-21, + 0.08911042732608376, + 0.00014226710311675248, + 1.9434578956726325e-05, + 6.0188214138537184e-05, + 3.9332797028650575e-07, + 0.00031258764298716993, + 1.1360100358266675e-09, + 0.021219228223240277, + 0.009305603016762564, + 0.029209115265844972, + 1.061433330715043e-06, + 0.0029199522209175065, + 4.313436238763778e-05, + 0.017401276395541548, + 0.30230025669114263, + 0.0182362642414343, + 0.000969172099781011, + 3.192661547446598e-20, + 0.9087794973331464, + 0.01860067037595715, + 5.779420916590932e-10, + 4.602958276567334e-05, + 0.010058492599618541, + 2.977633137292706e-15, + 0.14620022503452706, + 7.241602679145535e-08, + 5.935541123812558e-06, + 1.4822969241362264e-06, + 0.0018381164527874788, + 3.760605853396193e-11, + 0.10722087075643458, + 9.436296083409135e-07, + 3.202325737664184e-06, + 5.2730737109034785e-05, + 0.3782425796040074, + 0.00021477307863982875, + 0.5170262583277249, + 2.223512287585319e-05, + 0.0021041036874730325, + 0.7831815954780725, + 9.859359199240597e-05, + 0.49265776033265607, + 0.00450438095730228, + 0.9724813488425863, + 0.5186197975555189, + 0.6281065720772624, + 0.003548590683122284, + 2.7530069036395293e-08, + 0.881332718757465, + 0.011791097484547305, + 0.008406969598600546, + 0.7319947135802461, + 0.0001038438034413288, + 0.00016340168763944013, + 0.25595289290688883, + 0.0008087983587404539, + 1.405076392143399e-09, + 0.00031732960034256454, + 0.7562737829109272, + 0.002808748255632101, + 1.3136635853742255e-08, + 9.525989395549494e-14, + 2.3445003523289097e-08, + 0.05098995295549765, + 0.0019120029175298727, + 0.9306270591227634, + 0.5085383762936732, + 0.05696806095162226, + 0.17079257119819624, + 0.09981823617761225, + 0.06061952468218382, + 6.535359284263873e-09, + 0.002962534000470129, + 0.0015479886086815933, + 0.8671058341944419, + 0.43973029228059657, + 0.01337119740086678, + 0.03484435553928051, + 1.1787206110077617e-13, + 1.165635658754752e-22, + 0.8188271109956073, + 0.2600525755406837, + 0.02776786109281255, + 0.7831951405887794, + 0.551475741006285, + 0.9992687125052563, + 0.014527374280869953, + 0.6213013758284306, + 0.9417000436644373, + 0.15033546800940112, + 2.50794996743473e-05, + 0.006183252455135936, + 1.2181258662784955e-07, + 0.07142961396762819, + 1.1491414425138012e-10, + 3.722449576654705e-07, + 0.042466524350466044, + 2.424646811863749e-07, + 8.046111112551918e-17, + 0.9768381093321068, + 5.855925305718777e-07, + 0.7257117248873188, + 7.12231399307369e-11, + 0.02451362575565575, + 1.0962287230156083e-15, + 5.487813315740428e-20, + 0.004484318660633801, + 0.030469022399701826, + 4.957588362145732e-06, + 2.6607168672409043e-06, + 0.00018050755747179008, + 6.027395979173603e-13, + 0.19739670073465304, + 6.311442073026485e-06, + 0.13317872435456507, + 3.0701965190276463e-10, + 2.5258808019023345e-05, + 3.7074662287454654e-10, + 0.9567442225427127, + 0.004280126988174181, + 0.00011229903010842304, + 0.06286956934519952, + 0.005746034242487105, + 0.7311872477489416, + 7.625940358325662e-08, + 0.0002257268363636343, + 0.8675621859128931, + 1.63494523899076e-14, + 0.4202550444931365, + 0.14881553552968352, + 0.00010192619614884326, + 0.0023891640272868764, + 0.026933156533199564, + 0.027320652761541556, + 0.003963531421046737, + 0.2693129550116747, + 0.20230921953542846, + 1.2694406344667597e-11, + 8.850509958582733e-09, + 0.04449468066468338, + 0.7392524214102486, + 0.0013031804925159494, + 0.0007555400701042405, + 4.852303030368209e-05, + 0.829942205896889, + 0.516648968145894, + 0.3161799088617272, + 0.9968419181650937, + 0.9881854771297682, + 0.00010931180756350852, + 0.5186108075328619, + 0.9571130154633306, + 1.0482407943877888e-09, + 0.026204588079277277, + 2.8140766632338153e-05, + 0.014868782865033358, + 0.06215634425302259, + 0.0027696501168629965, + 0.5841764868295253, + 0.3173459590659861, + 0.016117761991219573, + 6.970309241279555e-05, + 4.0448413054282e-09, + 0.9897545428877758, + 0.2807944321841612, + 0.0007292223814934515, + 7.506550665489024e-05, + 3.453510810638203e-17, + 0.001720583751687443, + 0.0524616344079029, + 0.07431812620451536, + 1.1689828141897635e-05, + 0.9963946604279811, + 0.48480891804256804, + 0.012827468658849619, + 3.205744391382297e-10, + 0.05015983659008453, + 0.7183601881594968, + 7.1388702232606806e-09, + 1.7092586809303096e-05, + 0.03268450888220296 + ], + "z": [ + 0.638689008563623, + 1.058121237066397, + 0.3725063445214631, + 0.687369594994837, + -0.8810681732344304, + -0.7121672205062004, + 5.050261904362624, + 2.4847077434076663, + 2.740720485107304, + 0.0460027472934525, + 1.6157692413562963, + 1.190127261381771, + 0.665416998947916, + 4.995451552529023, + -0.852095589511699, + 0.06117639746256898, + 0.23144592255896204, + 4.200586411782645, + -0.21566763754531357, + -0.8729447039663312, + 0.8814088763643835, + 2.579964821294442, + -0.916272409337615, + 1.355472412517532, + 1.1701987091971189, + 0.1398806426458804, + 0.1619662592547908, + 0.5540577750659502, + 4.0734625253075345, + 0.03003598500797018, + -2.1523229384806655, + 0.9780364703895934, + 2.440316057548684, + 7.420501993310255, + -0.33011989433161465, + 4.7462984883709955, + -0.6277065073152069, + -0.28803812828644954, + 1.4185319085479782, + 1.3450389978880444, + 1.2841969564968903, + 0.33802348131240073, + 1.848667692522921, + 6.9646064348242565, + 4.456396178444528, + 5.14470310940949, + -1.152555982942232, + 1.244717394721279, + 0.7857739444204697, + -0.9379255763501299, + 0.21662570120773936, + 2.146610385203229, + 3.5851495346936755, + 1.0693518365490668, + 0.5645108075912775, + 0.374316136658203, + 1.7671170943443826, + 0.4675697066569847, + -1.1818741069012393, + 0.4494741876308569, + 2.0921632707451687, + -0.6715617701314555, + -0.3610459184049964, + 0.4220818025996307, + 3.920664235570495, + 0.6075786730478188, + 9.392255893625993, + 2.320041087406906, + 0.19613668537600365, + -0.9039984549048486, + -0.6495529215149499, + 0.25953210639228624, + 1.1038773433164333, + 0.6331508250470403, + 3.000724688049248, + 1.145882708325124, + -1.0921462898738472, + 1.388957694880235, + 0.913771635579258, + -1.5400134569397577, + 1.7518349114221088, + 10.421413812156649, + 2.3313062396453783, + -0.7908508526004396, + -1.365783898812256, + -0.14891457628243168, + 1.3421097302674343, + 1.7963608229269636, + 3.7715863592289063, + 6.360031650505034, + 8.502595406723257, + 2.154195993159189, + -0.9647054137398412, + 1.6284685547723217, + -0.2842126364640116, + 1.5911804927880697, + 10.247517666468392, + 0.34033528485575004, + 8.511234277128437, + -0.340907875701983, + 10.309910483398092, + 0.12257588896893176, + 3.769415986436829, + -0.16563141030186443, + 3.182076663469454, + -2.128734093773671, + 0.7133931882404317, + 3.591546299820701, + -1.0796031947282072, + -1.686802763001559, + -0.04034024879652054, + 4.844743761322112, + -0.5412572122622091, + 2.05868182160631, + -0.5258579857935985, + 0.17775011649842967, + 0.41833246426019577, + 6.384139916001437, + 1.6006736085160984, + 5.567310004250481, + 1.4510142362820402, + 3.909134621332008, + -1.6826583159843231, + 7.697773390563986, + -0.10670457547352774, + -0.1244813060105977, + 0.5059709645455023, + -0.7282722024066131, + 2.16694356328226, + 1.1905486131900995, + 2.7436543775777142, + 1.1705017249313001, + 8.683972129710764, + -0.5639474873988312, + -0.8162172138738008, + 0.09292462735614715, + 0.8789954390516043, + 9.956632031786391, + -1.5768391503422479, + -0.7922764624412636, + 4.192017124760927, + 0.596065870290916, + 11.972366546623636, + 6.678813186069386, + 0.5092202577918996, + 1.623888474938014, + 2.271449771682391, + -0.37579000672525276, + 0.49142949112903356, + 9.759739664428645, + 0.19548173242578862, + 5.4113929896090465, + 1.8023079404845763, + 7.282479728579131, + 0.8104213388433181, + 0.22270430231429753, + 7.0905298753471415, + 11.925147321890204, + 0.17817849428107047, + -0.4030759890650308, + 1.9917649125028483, + 5.988767511823882, + -0.5501152575326811, + -0.1465994530410181, + 1.0320259421069724, + 1.414276988819384, + 0.7152213785841233, + -0.5320517427466316, + -0.6024249893812438, + 1.5369943041680059, + 7.353128398486176, + 0.41852633618621576, + -1.7746382142665433, + 1.6701882290245462, + 0.2720484062786966, + 1.4909894742353038, + 7.673601074937385, + 1.1014423150112405, + 0.7683164626155029, + 1.3869212433401854, + 0.5359651937875863, + 0.42531411197984725, + 2.281169011597267, + 6.3592993809439236, + 5.475150411917277, + -1.2646054404469076, + -0.8477122479592647, + 0.29271548214190707, + 0.14572313486926605, + 1.6392593086705203, + 0.14103329229224348, + 1.588626932929414, + 0.6955204007522842, + -1.0489547105891632, + 8.998255579409898, + 7.355030870975733, + -0.38144588515916766, + 0.4210855351680945, + -0.3861671340929476, + -0.3888335008292545, + -0.0976902709190703, + -0.5602443900627705, + -2.929448689967704, + 2.0529942724262407, + 1.324472075143464, + 1.4547079166262957, + 0.02641275892811698, + -1.1235578739259098, + 1.9619130119655337, + 3.628147176557805, + 0.7190907047600013, + 1.043548449254972, + 0.1752908190941541, + 2.9236455513711377, + -0.3872567549680631, + 0.13192798996498975, + -0.4545477041888977, + -0.21862021448776622, + 9.52972657764603, + -0.07620936372090985, + 0.06159436789495865, + -0.7176853974538395, + -0.7161363408692597, + 1.7736918060751377, + 1.0279185184937676, + -2.0510874553367944, + 9.474514597781454, + 3.4348714088217616, + -0.2602270107038688, + -2.6030492600181847, + 4.806484151830098, + 1.8593686234627436, + -1.0105982199173396, + -0.5026451026734877, + 1.6377365426463277, + 0.6649271623017413, + -0.4910937674717928, + 4.242714695462485, + -0.32656760601148416, + 5.722103229407302, + 0.4962010689194457, + -0.535316712567659, + 0.7970006428619382, + 2.1699523774216294, + 1.4588317518007, + 7.035233053832671, + 0.7233778446863361, + -0.1019718349036941, + 4.506578318301543, + -0.627313444697032, + 0.04522270947974964, + 0.3301789018517706, + -0.4801843663320866, + -1.3724655478412202, + 0.4894026484811471, + -0.061003971568241194, + 2.1702643390190106, + -0.5336003062469419, + 1.2337223498113028, + -0.8767156192302837, + 2.8614928294765885, + -1.746186985346181, + 0.435289723249269, + 0.4754391672062363, + -0.7947374085240315, + 0.42439394783294027, + 1.3306877587099928, + -2.096246922488537, + 0.5027448075686947, + -2.4932573434912624, + 0.8330334166941218, + 1.726174117687578, + -0.5817819744262285, + -1.1737920491210516, + -0.196013782759856, + 9.749424807639869, + 1.7097134008656463, + -1.0513099116393445, + 1.4974316831863086, + 10.738763261725326, + 9.895727959225573, + -1.2390374146576844, + 2.105479126776182, + 1.5994731758316167, + 7.157399088304029, + 0.2385216554822972, + -0.046178863837528686, + -0.15973083019656936, + 0.33085130529802215, + 1.5080536645999998, + 1.0827323269715203, + -1.0773760769847582, + 2.0872291286442186, + 0.3181131219501851, + 2.3927440963611937, + 1.4665408592838087, + 6.085632643197739, + -0.0248475776051348, + -0.5314429191675182, + -1.3963084968244626, + 3.2504454359804256, + 4.144741163805039, + -1.8400735018412089, + -0.025158927053971304, + 0.6405476895234627, + 0.8538428192083422, + -0.11312799924109469, + 1.9667116139564642, + 0.9702145079531078, + 3.8612346181918102, + 5.719759906488456, + 1.3270052773065435, + 0.9583858310147236, + 0.051687946091577015, + 0.2290746882057026, + 1.5604451984562095, + 0.2243397085208626, + 0.9554988056504526, + -0.24747505104138856, + 1.3119837385739466, + 7.511262358933548, + 1.9269965661123407, + -0.12628955182882606, + 0.30248892317396564, + -0.8319210367150808, + 0.3744874223042428, + -0.815375539004934, + -1.0662349318992248, + 4.339308923277033, + 1.3332289071705674, + 1.9203675021442612, + -1.0903624765329865, + 10.042064485175732, + 2.2938102150833677, + 2.157956981628535, + -0.9072684045696319, + 1.239584006729002, + -0.3961941833473773, + 3.019616149495813, + 0.6041208895930896, + 12.220792947883071, + -1.4710337598776742, + 1.2592750839914557, + 1.2873592185305864, + 0.6492317491940639, + 3.3431398120277014, + 0.33785344240117166, + -0.22735822275246034, + 7.511692668835208, + -0.7124771494255431, + 10.956556217128385, + 0.0014649416872168973, + 1.25713418399109, + -0.7908993609052513, + -0.4914417430797859, + 1.103338764338186, + -1.3495762106723985, + 3.150610407915346, + 0.15946448586719347, + 0.11137260184972926, + -0.10914589452903929, + 0.39581978109728944, + 8.478059343100643, + 10.186875803518697, + -0.6509524303764622, + 0.22198293522427343, + 1.2019661355114353, + 0.8946471876860789, + 8.208400487301846, + 1.4125074070254477, + -1.9626846157401767, + 7.083049567373717, + 1.909546138244231, + -0.9478718361510038, + 3.1214052551136637, + 0.8194809304013316, + 7.1275579360152665, + -0.6327550298850391, + 9.584636459329436, + 1.1283703237324447, + -0.2358050709522869, + 8.973961043211677, + 2.3986177093623535, + 0.28186780581094595, + -0.3391222138320637, + 0.37123564452597063, + 9.854731210123518, + 3.661862215391499, + -0.49540860433205, + 0.1288254421036632, + 4.939841050472576, + 0.21234426095463096, + 1.238858710413941, + -1.114045659695324, + 0.25866115252634786, + 0.21456107661093954, + 0.7828737349497695, + 7.068648578149147, + 6.8089816844731255, + 0.5582734923623255, + 0.4682767191115364, + -0.8253940022838372, + 6.608205359445543, + 3.0601184351262525, + 0.2242467985643878, + -0.779304857474902, + 0.16070926345535833, + 2.212817345292296, + -0.360039268729314, + -0.6616747718486885, + 1.8694020751834333, + 0.3127183236763014, + 2.670976977894523, + -1.2578680723565443, + 0.9846346217153934, + 1.7948404938319396, + -0.1421465170047046, + 0.33868731792169, + 4.398935440703917, + 10.242831411255665, + -1.142284867506731, + 2.446349772615266, + 0.37108849337530936, + 0.07288142756628765, + 0.728962591699991, + -0.13047109506343973, + 1.1919687413233198, + 7.918821512317132, + -1.1189398575662006, + 2.3884077366876175, + 0.2955600471944372, + 1.229214784595081, + 5.9555223296096225, + 1.127576585328713, + 12.455912424018123, + 0.2648230913151637, + 1.2754938258999797, + 8.42734842806129, + 0.5826772388534832, + 0.8400103183202283, + 3.5830477146323796, + 2.453460425113712, + 5.63696959172722, + 0.22486247822146627, + -0.5717093293505964, + 0.33261425874925665, + 0.9333173948786484, + 2.7956506916791963, + 2.2206752221031794, + 8.474438963024099, + -0.8924347419762898, + 0.5961553380524532, + 0.8575426289569806, + 10.300074851766276, + -0.21796395721304218, + 1.3986885268039093, + 0.8578344371764253, + 0.06476114623224044, + -1.4359095238632058, + -0.8465117601281753, + 0.28100978551597616, + -1.966231232278657, + 1.012637430634638, + -0.1581528796137824, + 3.2431484590277537, + 2.598231198664411, + -0.18142418442224675, + -0.05280824808688216, + 10.991620875736716, + 10.483993772123435, + -1.3468923069678516, + -1.7857828822612223, + 0.09115398404212183, + 2.72416787767677, + 0.49687359054383995, + 1.069965307953439, + 0.5162144167887504, + -2.3161438629448052, + 6.6405816103431405, + -0.3828298222076373, + -2.0184823013392346, + 8.618091533503264, + 0.7935348664153047, + -0.11970128822592078, + -0.45784838610948175, + -0.159361866365674, + -0.370582740995106, + -0.4688417832938113, + -0.6995279408988826, + 0.5354010185441194, + 0.3216842511690858, + 0.1682957552947621, + -0.8384911288903474, + 5.019922467527903, + -2.17706504637563, + 0.1848348097073055, + 1.579558885183351, + 0.07987619019088488, + -0.5859276733177553, + 0.32912840381032377, + 2.0227782575632185, + -0.4470004002845916, + -0.6153166878856519, + 7.840872274037183, + 0.10343821800145457, + 2.610415817772093, + 0.27736184223214233, + 0.5621488884926683, + 3.8341823039139986, + 0.649402199781277, + -0.8092813123304627, + 0.8247310143007357, + 0.22576277831880573, + 9.88829490252525, + -0.97536602727825, + 1.3035079327647159, + 7.513046770988573, + -0.5528496553379411, + 10.980993440607616, + -0.36472230752785745, + 0.8134632281652742, + 7.289320963774351, + -1.7710672708700455, + 10.432654414553728, + -1.8309505140054338, + -1.22809772225109, + -2.0755880090351706, + 0.9948357128281382, + 7.278353590620203, + 1.118348276905404, + 5.229074204633495, + -1.1722310234921356, + 1.32369616936851, + 1.8572829195659604, + 0.3169427568543003, + -0.7273233239822586, + 0.18120808649744988, + 5.573751320428319, + 3.6596209753932385, + 0.9689335239982292, + 1.6880336874180504, + -0.23383609639849182, + 9.929363431216009, + 5.975163109889572, + 3.6586559601085584, + 0.21233535580331608, + -0.9933586995689735, + 8.752836327884038, + 1.4992785675400182, + 0.1705826194277229, + -1.2172785555751862, + 0.15946250768319317, + -0.6822915774666631, + 2.6550552348439327, + 0.03471378100667691, + -1.9672006760904293, + 0.7005300395743315, + 0.8134758990390346, + 0.9724593447701049, + 0.4202829399177231, + 7.667842074449484, + 0.09889363153070779, + -1.2644983986003304, + -1.687860415816532, + -0.3828161730138356, + 0.1560342474063045, + 2.4055609244351768, + -1.1768694675416898, + -0.3998988142496151, + 0.26929546381823205, + -0.04459844122206214, + 0.22069733773253752, + -0.02830062636159425, + 1.6509809343312816, + -1.1761728833369673, + 0.48756049427133497, + 1.181944939708621, + 0.480908126792914, + -0.1641157295271757, + -0.5259258750137318, + 1.051303110096616, + -1.4229721004235019, + -0.7215409300084995, + -0.38917439430116363, + 1.2816625844359633, + 5.349633410718397, + -0.9107033820905395, + 3.5429721088117794, + 0.5958274799464511, + 2.548635224593461, + 0.9881972997555881, + 2.3490261892299436, + 1.6098448897024626, + 0.8282346064764806, + 4.472852275683423, + 9.0733485516918, + -0.13166403459685, + -1.2346057983642598, + -0.41676466239847854, + 1.6974914227319082, + 3.280037934645131, + 3.253383307380768, + -0.36523325746389185, + -0.048237106648372136, + 0.7174148088065859, + 1.3733265677925637, + -0.7227982501804521, + 8.761795682961763, + -0.45194937188828965, + -0.7866077646259368, + 9.932031419605297, + 6.83349851766949, + -0.37099611324655035, + -0.7261067818273146, + 0.6005530889851678, + 1.6536389953052335, + 0.24774579323170365, + 0.9983233658596621, + -0.5631515960605328, + 10.135943196289396, + -1.0973628660148955, + 8.138170751286225, + 0.8582962117108228, + 4.769857232561232, + 2.6546877962000988, + 1.5568110845208358, + 1.402288334975568, + -0.1962805856695743, + 0.4528868968537629, + 0.17554149568058022, + 1.7333127553523373, + 3.0979985908686754, + 0.06888437120779267, + 5.332483035995807, + 0.7506488465420889, + -0.15099973143456452, + 0.14356991283075557, + 0.8512005165197762, + 0.6928692294134446, + 6.548685351253987, + -0.7998478081390689, + -0.3650743651857531, + 2.0491272448770004, + 6.808942323235275, + 4.056672818820982, + 6.394406533102777, + 0.4311234960149306, + 0.37964098234721855, + -0.5561116783622987, + -0.13002185240418201, + 3.4280081167587815, + 5.542343177387482, + 1.614778791305366, + -0.31956889855252557, + 1.3254321090952061, + -1.406815009497514, + 0.5859276925983069, + -0.7367701359474399, + -1.4151137614164655, + 7.644614003716916, + 2.715246679784995, + -0.8449138810103208, + -1.49901595835652, + 0.6870522550578688, + -0.0832932024559792, + 0.6293194087584479, + 0.9495945713644907, + 2.0837201591241525, + 1.8557126022230357, + 0.2460453034205506, + 1.1426211913704862, + 8.164741684807066, + 2.7943777212938774, + -0.25447690591222094, + 4.994746626429732, + 0.5069048827374705, + 1.214718658100625, + 1.8880621879940598, + 0.6715422445618021, + 1.5288153067570582, + 0.8875057858431457, + 2.576547411646973, + 6.6051260362710105, + 0.39661377819194826, + 2.5266779549530662, + 8.181301316552606, + -0.32887489280469345, + -0.16716388637767365, + 0.3801774327073968, + 1.5226264499320903, + -0.596973593918223, + -2.3817509020424583, + 8.135069645353719, + 0.9134737320174067, + 0.6805661733062944, + 2.5259887266365664, + 6.723254311396064, + -1.2313522014582348, + 0.5152945458948406, + -0.8342504639383729, + 2.3119300021416307, + 0.6865092410742855, + -0.5806483025538931, + -0.6113852468807406, + 2.480092342375297, + -0.23950033134615664, + 1.1168916514806069, + 10.177156296907224, + 3.9306027879339664, + 9.68347967298959, + 9.84946173976183, + 0.8086474523613565, + -0.6082265061044504, + 0.36311562848073775, + 0.31112830337062464, + -1.8877354294837496, + 2.0152831208814423, + 9.174872604316734, + -0.39715147581285903, + -1.1007455620528839, + 0.347836144188179, + 0.08679519956543402, + 8.672728098090435, + 0.19158000680192838, + 0.5062413884933686, + 10.515515685238295, + 0.5681032057688722, + -1.0494539210932172, + 9.931093761740572, + 1.80838143607377, + 3.1520568335116597, + -1.123395120221084, + 0.24288201382295382, + -2.081990650378565, + 0.5531491563997923, + -0.5404069888809317, + 2.010337023433437, + 0.1997960251987464, + -1.6888624413034408, + 6.44950837156446, + -1.9754844235806668, + 2.469485245691851, + -2.0552215701172267, + 0.02897176104356671, + -2.0663039255812996, + -0.31390391728362893, + 1.643378417265818, + 9.878462595836977, + -0.7609069470480837, + -0.012191467040726642, + 0.018030333285012086, + 0.4737947982560719, + -1.3668582664563163, + 0.5925734109389649, + -2.7043167203070326, + 5.804840460830977, + 1.0442786149436583, + 0.6341805672961484, + 0.0814487590109915, + -1.365633052158176, + 6.703892483740516, + 3.007842682701567, + -0.0790641385241378, + -0.5789883059698983, + -0.48083378951197936, + 2.687273208294692, + 6.57911224620188, + -0.055044580636025096, + 2.1699365903060843, + 8.539804516255069, + -1.8508157773827487, + 0.7835967745961957, + -0.6554817839435048, + 6.989252866134345, + -0.740513953288171, + 2.8887334131475413, + 9.977662192203326, + 0.802128458618284, + 0.8630249670923474, + -1.3235528838175412, + -1.1041363562800581, + -2.839078658644384, + -0.6764389013020422, + 9.659450750538966, + 0.5169465157483756, + -0.21919625059468303, + 7.599040367978857, + 0.1186863878908927, + 0.20476059595186685, + 4.9218595825871025, + 6.216351959000654, + 6.049531232886094, + 1.5299552324548764, + 7.202017627712262, + 0.7007006559443028, + 6.331837175070083, + 5.775067276128644, + 0.6507455315541449, + 8.028359745873608, + 0.33748241275380025, + 0.4604165713017101, + 4.065782279301318, + -1.0196615136200171, + 0.2063617713254507, + 2.199670874185924, + 0.4816276320168806, + 1.0043293048263375, + -0.23668470987088297, + 10.120156405095466, + 0.27986439947668357, + -0.950910728733324, + 0.318521373741668, + -0.9916965999444367, + -0.620314718563698, + 0.18936589040597093, + 0.5753932694359069, + 0.3183847722388038, + 10.577762909179931, + 0.5720062783004729, + 0.1863758376499538, + -1.5361621254180078, + -0.14471023329186405, + -0.4453418317197748, + 0.11314439033272568, + -0.3599907847256948, + -2.0074568493849094, + -0.17615465606875563, + -0.21256308090068732, + 0.9257521774325084, + -0.6981890602777425, + 1.7078741955817411, + -1.9112092070278808, + 1.4851802617580399, + 2.7986835960333214, + 1.0419475147578992, + 0.0894932050565432, + 1.1395555360254692, + 8.700433008778653, + -0.9126137214182407, + 1.420504293050484, + -0.11302035005448445, + 0.322143399620396, + 1.2347519140448249, + 0.43004700825083586, + 0.5954916217995252, + -0.5898354010516528, + -0.1321545326751305, + 0.09066012991216368, + -1.5002218610708755, + 0.2933716647439111, + 1.3510823287092226, + 0.8862232118421722, + -0.062112269956144515, + 4.025549254552967, + -0.29209477485005936, + 6.526845969105231, + -0.20013022656540536, + 0.2528831290095784, + 8.97784609892279, + -0.7763855489259825, + 6.485366787823454, + -1.485417600170354, + 11.354455619538662, + 4.813522391603214, + 6.038366972947342, + -1.8545242643517201, + -0.45479444207700254, + 7.773520656547766, + -0.48973537052799954, + -0.05324126980287415, + 8.277738750275367, + 0.20864178943503905, + 0.30931067027750825, + 1.464009540223326, + -0.8726661060153256, + 1.7987250324020758, + -0.732027738759821, + 9.218946081166568, + -0.21497371632454548, + 0.0022880675098625866, + 1.0703651602308824, + 1.2718926563886916, + 0.39908696927588905, + -0.36912302434624017, + 9.25035014270542, + 5.42334129116885, + 1.460984296385978, + 1.712155570976114, + 1.6170686597992763, + 2.2445549790927792, + 0.3813096776183775, + 0.3412781960094796, + -1.5034309390032519, + 6.040328205115355, + 4.785678652036134, + 0.03888774272779556, + -0.16633911952193686, + 0.24353020418752336, + -0.06040372919690829, + 9.316051360589972, + 2.6866366236658146, + -0.4692446741420421, + 8.822117644847083, + 5.297626335116648, + 10.519223808724869, + -0.3321369633841009, + 5.563186872786869, + 9.501168666830068, + 1.5161833236376963, + 0.4800778303635765, + -0.2068132287583832, + -1.8363585656445311, + 0.2815222560878933, + 0.7938184682929571, + -0.2973723567935298, + 0.17828184099011243, + 0.986378930552749, + -0.711973227258922, + 8.225577875078168, + -0.16062526360018864, + 6.772943297624451, + -0.9662463190410226, + 0.06975780165786677, + 0.4915056472467946, + -0.009288561567815747, + 0.35182425929257577, + 2.1180979225124412, + -0.3428292856739426, + 0.278375241813342, + -0.5074082870244166, + -0.8463597198809455, + 1.3890593539287606, + -0.4786954571009583, + 1.691263041092776, + 2.349075789770954, + -0.7157908481956501, + -0.4166253019079963, + 9.50431921231588, + 0.4386001185914889, + 0.2646738022558692, + 1.9127914874001124, + -2.3689317281103373, + 4.924942607293744, + -0.49587740941611347, + 1.099557455907345, + 7.109973827523335, + -3.007632339693594, + 4.7737298511505735, + 1.7318125789995495, + -1.0891891448379414, + -0.9616479604480612, + -0.7004121543026788, + 0.3837418450893557, + -0.5866799619725396, + 3.1871934690922665, + -0.8315344675501062, + -0.8568518650008553, + -1.1260538724059506, + 0.1886061282743416, + 6.854476455612347, + 0.8108755848209261, + -1.8517813709590152, + 0.04597670663378882, + 8.857758482180596, + 7.023137118020895, + 2.680033117523797, + 10.292877786003453, + 8.077991978735318, + -2.3908630862373887, + 6.030882451110319, + 9.565569860985235, + 1.1785127002808309, + -1.1113570081769764, + 0.5201835471950759, + 2.0175056691941866, + 1.0412690508874918, + 0.30427800675967875, + 5.850320949119602, + 1.602578133533949, + 1.5167505556225438, + -0.6101606088809378, + 0.50448329683143, + 8.334511122306504, + 1.6284846573338316, + 1.44237962303717, + -0.346551633891294, + 1.453275476042545, + -0.061024821541643376, + -1.3172814288788284, + 1.6352488617768741, + -0.5897754194741888, + 10.662635417796853, + 4.873300047965762, + -1.414843541354374, + 0.16429476857631345, + 2.6978215080536443, + 7.676588340109427, + -0.05751768161676089, + 1.0755143278249908, + 0.5375135540251403 + ] + }, + { + "hovertemplate": "Data=Synthetic
x=%{x}
y=%{y}
z=%{z}", + "legendgroup": "Synthetic", + "marker": { + "color": "#01E0C9", + "size": 5, + "symbol": "diamond" + }, + "mode": "markers", + "name": "Synthetic", + "scene": "scene", + "showlegend": true, + "type": "scatter3d", + "x": [ + 0.04930787423456601, + 0.00026887877451175455, + 0.04146022947244658, + 0.9976917615803836, + 0.08791977784335477, + 0.6879208031687863, + 0.024980712347937452, + 4.6114464749560856e-05, + 2.540319932345754e-20, + 2.5500006743485827e-09, + 0.010728873569393555, + 0.7400268457500848, + 1.3922981824030667e-11, + 0.06896831615509505, + 0.12828331026623518, + 0.9999999943159332, + 0.00012153678373480253, + 0.01215740205097481, + 0.0006075182952594307, + 0.05350585984400378, + 0.9999999999593323, + 2.1861888636514197e-15, + 0.9999997947104212, + 0.542468769878874, + 0.9398703688667954, + 3.9538852457195356e-09, + 9.732701551814895e-05, + 0.999864799185642, + 0.9999958472422766, + 0.8585979937760588, + 0.9983220487673132, + 0.0019057628007813643, + 0.6969876968046285, + 0.9999955275773822, + 0.914053796275721, + 3.338107359890294e-07, + 0.9993048758512976, + 0.9999944698887462, + 0.35964739423710623, + 8.598987811366236e-11, + 0.26321211426640656, + 0.0016008237424411014, + 1.0776781550880277e-05, + 9.924537087317575e-09, + 0.008918547933847953, + 0.0011393559206403301, + 0.00031427231934794716, + 1.7835520301896873e-06, + 0.4188880330120322, + 0.9763511410475507, + 0.0008551886946028444, + 0.999989715451845, + 2.0739364817655542e-05, + 1.7669734740053983e-08, + 6.425166401247587e-05, + 0.9984313546731504, + 0.5919069337766626, + 0.6073849874065913, + 0.17997113612019625, + 0.19203534295668032, + 0.012218154559046844, + 0.9991102508645519, + 0.04547372491665716, + 0.9187919783752039, + 3.561039110068278e-11, + 0.5748823686730786, + 0.9999999818749084, + 0.0016618516708521568, + 0.9207712100838645, + 0.9999964847821217, + 0.9971610463375875, + 0.004781744085129133, + 0.826643304598466, + 4.2794804910002345e-11, + 0.9999999999794276, + 0.057656840237409725, + 0.6403631149649962, + 1.1657605831973225e-09, + 0.0201560506189417, + 0.9999976331176049, + 4.606022320450362e-06, + 0.9996196049886865, + 0.9393782826376383, + 0.9996373435104775, + 0.9998385605409338, + 1.930790932914023e-05, + 0.8463702613653322, + 0.9999992619259381, + 0.9998918339600593, + 0.012551224721440052, + 0.4178552455351969, + 0.7508254556028688, + 0.9969517090262021, + 0.23331183558742383, + 4.375603187338869e-07, + 3.826882093639857e-06, + 0.00020958024879088938, + 2.333924059080391e-12, + 0.31475374830748887, + 1.9330304742375416e-12, + 0.9965225867545069, + 0.9999999999225356, + 0.03202977244383026, + 0.9999999891091473, + 0.9986188874323354, + 0.04544091768408832, + 0.9999999999999979, + 2.9416361937095464e-09, + 0.9994860158505836, + 1.2233732232588894e-20, + 0.8443186144168322, + 0.999999420802469, + 0.9999763585466744, + 0.9419908519807719, + 0.11768116524785659, + 0.43039183573481704, + 0.9999998234415437, + 0.9999990946604194, + 1.7505362768658997e-09, + 0.9949174999875638, + 0.9999999999813629, + 0.9999999993227032, + 0.0002616048880754663, + 0.01060705602156412, + 0.9961740235267614, + 0.9984938220983701, + 0.01075419517364548, + 0.999996773956082, + 0.999999999984024, + 2.6885610599910218e-11, + 0.991965774954887, + 0.9998245762358349, + 2.271602896049155e-12, + 0.9712527492993858, + 0.003401746144418693, + 1.9055474967572975e-13, + 0.9998571431655074, + 0.06824245245040003, + 0.9994845922862303, + 0.0009567144183382831, + 0.9999998074299528, + 0.9613531686450872, + 1.6127685601634008e-05, + 7.492135731432687e-23, + 0.01967491693130429, + 4.6570231732143955e-05, + 0.6339054546497777, + 0.9999995850422516, + 7.1684032107726294e-12, + 0.44572574183468516, + 0.0036114986528959273, + 0.31592355006952766, + 0.9997188696368308, + 0.000952988622385072, + 0.9542005246104804, + 0.9999998349794758, + 0.003612772141876181, + 0.08605287541614193, + 0.1733396603928891, + 0.0005201720097831535, + 0.5773439826843721, + 0.02137505454270667, + 0.0048245801796982565, + 0.9993153639649734, + 2.1611190197519362e-09, + 0.6449833588312505, + 0.06667896789277228, + 0.07773513961073648, + 6.030326698230726e-05, + 0.9622406106459673, + 0.9999999999999997, + 0.042550027580758355, + 4.976644263124987e-09, + 0.9999999977117288, + 0.9945996448665261, + 0.025569145423976047, + 0.9354735500921911, + 0.01717058915299559, + 3.0876871307311494e-09, + 8.767070232195323e-09, + 0.0022559589339686556, + 2.1230760866629256e-12, + 1.2230048835596028e-05, + 0.4304076608729111, + 0.7162021889228809, + 0.9964330122123528, + 2.1189467962904094e-18, + 0.9999999315335879, + 0.9990769082988579, + 0.9768682450176809, + 0.7930922587962763, + 0.0021253797018112026, + 0.3344327907649268, + 5.334992935403216e-14, + 1.4399428211722563e-23, + 0.029330649682315503, + 0.9999822606972757, + 0.9999998216709769, + 5.3632633093823784e-15, + 0.9999862308702552, + 0.9998992817086949, + 0.9999923891032941, + 0.0004118729311966793, + 0.15087546956673603, + 1.0000000000000002, + 0.40522588781551167, + 0.9859866593554095, + 2.9703374772553165e-09, + 0.5852979639828481, + 9.94609000099604e-10, + 0.004237440482722159, + 0.0007726461690979069, + 3.738929880646594e-09, + 0.999972812265999, + 0.792968942552424, + 0.9999999999994674, + 0.006882045868657861, + 0.9999993639509228, + 5.386259761017104e-12, + 1.4598582331668193e-06, + 0.5818299048103893, + 1.5689210706328473e-07, + 0.013318715311111194, + 0.8457403156218828, + 0.9999768832934132, + 4.936363262935389e-09, + 0.1232918488113168, + 0.00026175464873789414, + 0.9999968219001618, + 0.6828592867033489, + 0.9872519307434601, + 0.17402832512749167, + 5.224389468880937e-05, + 0.08070985025989422, + 0.000615646295827794, + 0.9979821670333691, + 0.9999999133626966, + 0.0038755989663741297, + 0.003419689111257936, + 0.009550748850679676, + 2.6468382239490586e-05, + 1.3028989941608057e-07, + 0.000609090035593212, + 1.4676953014482109e-07, + 0.9364123391961465, + 0.9985664644652884, + 0.9713910612777733, + 0.997796437039223, + 6.8909790371951e-14, + 0.5470963061848734, + 0.010233739991934129, + 1.0000000000000002, + 1.1087350072193624e-05, + 0.11561494215777576, + 0.6892006368390212, + 0.013352857431330216, + 0.013563169349445582, + 0.0008303144055584869, + 0.9999877772375815, + 0.9148068778210157, + 0.9966161977658575, + 0.999889503453768, + 0.27844581988287104, + 3.923874932233862e-09, + 0.999996560426276, + 0.005607390972399899, + 0.26502382425246296, + 0.04717998810081467, + 0.035917488076288466, + 9.708184068457638e-05, + 0.9999958391359137, + 1.0000000000000002, + 0.9901790669823316, + 0.9999999988977646, + 0.9999999997841517, + 0.9275147522901567, + 0.9999875233395037, + 0.00017306338467251896, + 0.025161911480687787, + 0.9964320072032797, + 0.08141366870470139, + 1.1101021066426321e-05, + 4.1702613219643905e-06, + 0.00011431264102737255, + 5.629127964896822e-11, + 0.9905371486639895, + 0.04780370516736069, + 7.109527886850889e-05, + 0.7051734585934689, + 0.4710055318529614, + 0.9999881273843202, + 0.748642082527672, + 0.9979321186628917, + 0.01032934571840912, + 0.9999999848783363, + 0.42333251786391246, + 0.9282268084807367, + 5.025932149239044e-06, + 0.9999768691847057, + 2.0541785208889618e-17, + 0.9993195790397205, + 0.2787268130806673, + 0.9971178841080645, + 0.82183790227013, + 0.031194260873435534, + 0.9981098809347477, + 0.5015274478070703, + 0.9861389771962911, + 0.7246318305222043, + 0.8386617751538158, + 1.1359608029322653e-05, + 0.9999754683487497, + 1.338080159450178e-21, + 0.0038785352114283664, + 0.3942157416026862, + 0.9999999988049731, + 4.925787799128819e-17, + 1.8516477309013143e-10, + 0.9999999677204686, + 0.999941692926005, + 0.996320763919585, + 0.10638086178605277, + 0.9992600656058799, + 0.0011475455440625153, + 0.9945885996820933, + 7.68038335587216e-06, + 0.9999857839850853, + 2.0648556024046842e-05, + 0.9999999618151004, + 1.0000000000000002, + 0.00036025803937991916, + 1.6868151376416673e-06, + 0.999999996558192, + 0.021177398282367862, + 0.9998373237595034, + 2.361447363253741e-09, + 0.99999999930783, + 6.1517593219414005e-09, + 0.427777813757922, + 0.005546286457412354, + 0.007494945289840168, + 0.9717452826980335, + 0.9941934731529295, + 0.9999779891868854, + 0.9999999585664785, + 0.00025511089228781483, + 0.41758536499602833, + 2.300006885452835e-12, + 0.008360619877910092, + 0.0055066487652136835, + 0.04684998027001797, + 0.932761738650039, + 0.9909720219433744, + 2.7274081812456735e-05, + 0.9580257220518621, + 0.1438875838444363, + 3.8425884512846873e-11, + 0.0015340069237374913, + 0.01820898686253589, + 0.08256022822346239, + 0.9999999999998921, + 7.0701029598072266e-09, + 0.11169006552854394, + 2.933382101518811e-11, + 0.9999999938289563, + 0.19718567913175633, + 0.04055095462001392, + 0.9999999999992105, + 0.9460084173321041, + 3.048768576567395e-08, + 4.111235756421888e-16, + 1.3789278452824073e-23, + 0.9993163868997958, + 0.8919778786838665, + 0.6884447392941239, + 0.8405945910252416, + 0.00042088333515899825, + 0.06734701994795204, + 0.9999633721295789, + 5.491077161435729e-05, + 1.782411923169972e-14, + 0.0005661752802724859, + 3.0832381447738584e-15, + 0.9985009342812224, + 0.0085112517918337, + 0.9959078571055766, + 0.7297874568917335, + 0.1813504526811122, + 0.9612023779559504, + 0.025824553752379013, + 0.9014534752043196, + 1.9778297660228972e-10, + 0.9999999998106927, + 0.9976908662091611, + 0.2987914216432386, + 0.7088880214121293, + 0.5019205702410047, + 0.9552657959571411, + 6.793101596391293e-18, + 9.600351683901134e-06, + 0.0013404760417605067, + 0.5601802627448546, + 0.999999743418581, + 0.007009645798561123, + 0.9967050934869798, + 0.0013898224126010716, + 0.9999999999912544, + 0.9983352762630325, + 0.00434896441746672, + 0.9841810322019431, + 1.8406897458561454e-09, + 0.9999312208777307, + 0.5549154659685115, + 0.2279236212889231, + 5.50655811510804e-07, + 0.8663939318868741, + 3.831428280263969e-08, + 0.9999934005536495, + 2.661862569226467e-05, + 0.0007434172238128317, + 0.9062761145584365, + 0.9997154981276243, + 2.84570290485575e-07, + 0.002318285074391085, + 6.686057595817799e-11, + 0.005446423190714507, + 0.5415031991543674, + 0.04509284331335571, + 0.9963931191551748, + 9.937677473486133e-13, + 0.9976557071524652, + 0.9999999990878654, + 3.1773061910611175e-05, + 0.9999537151751327, + 0.7282234407862257, + 4.4270678511865127e-07, + 2.1477972571650086e-09, + 0.003771965820897477, + 0.9999900502906777, + 0.7847711634251431, + 0.763298087916729, + 0.9999934038023788, + 0.022840997541104746, + 0.000699146446507476, + 0.9999999999999801, + 1.3776859447095917e-05, + 0.9651275796710415, + 0.00029119816471296814, + 0.04385457296099548, + 0.9999997903950524, + 0.9999999926731411, + 0.9999735602820264, + 0.1606663448224452, + 2.6957845102478916e-05, + 0.7796832735388028, + 0.12507592104990709, + 5.868724432197212e-07, + 0.9999999999999831, + 0.000125230902075855, + 0.21661341346624094, + 6.13967591622489e-10, + 2.2101928294800396e-12, + 0.00014329202791464612, + 0.99999974968239, + 0.9999999999769298, + 0.6800040529957204, + 0.07781353986220436, + 0.0016441965244902046, + 4.379546263150066e-08, + 0.999999999997725, + 0.8056933849570007, + 0.14928577378821542, + 0.6450614756294198, + 3.952950611458024e-06, + 0.924829935797305, + 0.006236324533041488, + 3.294207320147058e-11, + 0.3777841747547184, + 2.4676729260189373e-09, + 0.08626871312014138, + 0.9999990545425594, + 0.9947891101921278, + 0.9999985465993914, + 0.0005832610565807573, + 0.052626405121070675, + 0.14517887331745072, + 0.40842151854918746, + 0.993305899400636, + 0.9999999961399061, + 0.9999999999999333, + 0.13959265592836964, + 0.9983698532215907, + 6.190914230308494e-06, + 0.0001749543896898001, + 2.6908467532862086e-05, + 0.9985171807299171, + 0.019514695400760982, + 0.9706799118971244, + 0.05222215146672534, + 0.02541265958741228, + 0.0002963787460502486, + 0.012548337468137438, + 0.00012238716468061358, + 1.3707190626817734e-12, + 0.9104265628937981, + 0.664918017149939, + 0.9999999733145184, + 6.832706081064578e-07, + 0.9895020390740447, + 0.9999999999549739, + 7.187090631162769e-12, + 0.99934245273055, + 0.9997240573041573, + 0.9999999999942256, + 0.9998982602068469, + 0.9994325607608635, + 5.544466743565966e-05, + 0.24934699484283987, + 0.01860430581273653, + 3.4764020817867542e-09, + 0.978647097893809, + 0.9993208259091944, + 0.9994497917819972, + 0.9999685492478443, + 0.9993959757577576, + 0.9999999811536479, + 0.9999946418506671, + 0.028527331970287763, + 0.9999998653893819, + 0.9263248739885848, + 0.0007735125821609971, + 8.440474767887794e-16, + 0.0007375210468378318, + 0.9858320669727203, + 0.00021227430647409231, + 0.05031490193247653, + 1.655945334201114e-07, + 6.5955321353284395e-09, + 0.9984831631461597, + 0.003555103725318591, + 0.33257728780225937, + 0.9995860421376284, + 5.051767185815403e-06, + 0.9774632582101159, + 2.0115583290685282e-10, + 0.9662964651202355, + 0.9998045307600826, + 0.9918315393513942, + 0.9813898660499072, + 5.822387759473674e-07, + 0.08377428916263537, + 2.573391825193399e-16, + 6.386154746294168e-08, + 0.6982357639340049, + 0.8239384204542546, + 0.9999999081706906, + 0.24696053110266908, + 1.0000000000000002, + 0.9999999999999982, + 0.9999508151064649, + 0.9889929119623503, + 0.9998280302718304, + 0.7369807482845646, + 4.958246232684124e-17, + 0.9962986470876674, + 2.0954964983398184e-05, + 0.03785839388204582, + 3.83668918036781e-05, + 0.18028642481946738, + 0.9999980791028853, + 0.05465243964069196, + 2.2882656996660518e-09, + 0.9984884831016483, + 9.372508686898125e-09, + 0.9997092678756887, + 0.9145905948794807, + 0.9999999998166302, + 0.9718714446479099, + 0.0006174287436155925, + 0.05091002081189801, + 2.2032862683411118e-08, + 0.004889625953712206, + 1.820158338821971e-06, + 1.848914057538075e-05, + 0.9996468587122722, + 0.9999999969419061, + 0.9997601789391567, + 0.007671815437696304, + 0.9999997891912775, + 0.03273697090933726, + 0.007525900708583957, + 0.9964726369185962, + 0.989565238435969, + 0.9978376373429209, + 0.013955595662607173, + 6.851144192222534e-14, + 0.36032587990323167, + 5.95619639584665e-06, + 0.9999997493359133, + 8.857789604839289e-14, + 0.4869346922578676, + 0.9999999999997294, + 6.211357812652409e-05, + 6.841678994507641e-13, + 0.9999999573547869, + 0.014155543013590384, + 0.0006692804279754746, + 1.5845174244501333e-05, + 0.9999856543552217, + 0.4708785116613825, + 0.002786465933712515, + 0.02296519274545555, + 0.999104889100692, + 0.0028687920843551767, + 0.9352681400019649, + 0.5928556498029821, + 0.00012582133141826864, + 0.9988773316874204, + 0.9989131075649172, + 0.9999999283360943, + 0.9999999999999998, + 1.376600686086845e-23, + 0.9996660436813969, + 4.940691414385124e-09, + 0.9999565500221024, + 0.9998918140246211, + 0.30601364267271147, + 0.9999987852367654, + 0.9999999883499999, + 7.336287514166296e-05, + 0.9680733090411612, + 0.17570839830319665, + 3.3333054709981615e-06, + 3.286338926260086e-09, + 4.494541906426321e-09, + 0.8984772776650143, + 0.9890298543474642, + 1.4786154633809872e-16, + 0.0037035079816669994, + 0.5416495111019736, + 0.00013648559151280908, + 0.9363291396663812, + 0.9997767156306056, + 0.0025401619583344053, + 0.7095391421742051, + 0.9866664919703088, + 0.5952589926484214, + 1.1262466317034464e-05, + 3.0360828296965464e-05, + 0.08835060176050968, + 0.12319283572426368, + 0.9991715521307296, + 0.9940751258483466, + 0.999999999976002, + 2.045370683586966e-07, + 0.08078755798455196, + 1.8432463984118314e-07, + 0.13575981371015114, + 1.3765984774588032e-23, + 0.46640726636317265, + 0.5852467456677019, + 2.398743328471135e-07, + 0.035153812181236574, + 0.003202199797438517, + 0.999998960467307, + 1.8219147662622707e-06, + 0.9688020961654432, + 0.9988330843934048, + 0.00040951413669973956, + 0.9789990246187549, + 1.7086628359576879e-06, + 0.9999994805636807, + 0.08662800190718177, + 0.12895094182767772, + 6.608518338450704e-05, + 0.9999998069013607, + 0.6638125765278851, + 1.9784237607478572e-17, + 0.9414713750445172, + 0.9720278662143285, + 0.9999999940140692, + 0.010694978611645294, + 0.8218572331594322, + 0.9159719191684662, + 0.9999999189647568, + 7.830935329336981e-07, + 2.8399716366826163e-05, + 0.5879619671323499, + 0.00043786117950126954, + 0.9295400006228445, + 0.007115189485205823, + 0.99954443448352, + 0.9909730103136217, + 0.5335285227340651, + 0.002838419524229104, + 0.9992794804052889, + 0.999456640237662, + 0.9999553436967668, + 0.999999770540286, + 0.08444889825082508, + 0.016322089057886326, + 0.6887566906531358, + 0.6325688594305691, + 0.10147055920719968, + 6.753707137186655e-05, + 0.9999932336484566, + 0.9985189658622196, + 0.9134134667569489, + 0.1557143674003366, + 0.9999999996641731, + 0.9999999945703282, + 0.9999565173619936, + 0.9999999999999682, + 0.8091545590062297, + 7.131866454665441e-16, + 0.9999999970726399, + 0.9224970799719728, + 0.025658288834963208, + 1.0215776735139069e-05, + 0.9330599953094219, + 0.0007981904626404973, + 0.4371639586693713, + 0.9101523219970893, + 1.6344065315370293e-06, + 0.9979210266635797, + 0.9999834877811073, + 0.0008875730387525133, + 0.11192687516892673, + 0.8566413329486154, + 1.9323219869057943e-16, + 1, + 0.9967876692755829, + 0.9958559858536193, + 0.9877350294648691, + 5.440309272714708e-12, + 0.9943939803322774, + 0.36083269609904245, + 0.7018248752415963, + 0.9999999999213591, + 0.9999987505482625, + 0.9999985643089035, + 0.9999085155312963, + 0.02048974716336178, + 0.9296134640383271, + 0.007323799111060821, + 0.9994283027513714, + 0.9721732433463733, + 0.9999083994900915, + 1.6860977483193275e-06, + 0.018595267533404947, + 3.800798782884775e-05, + 0.9999999999926348, + 7.222278264259187e-08, + 0.9748208553987987, + 0.003609998203646499, + 2.571768536250427e-06, + 1.6679794398142096e-07, + 0.6690074458991495, + 1.0669222773143572e-07, + 0.2778247770393376, + 0.9817027590093526, + 1.4543362899052452e-07, + 0.345075350100984, + 0.9927780625883365, + 0.9050240321432276, + 6.001117106129433e-09, + 0.9861518435693204, + 0.9968006009922958, + 2.7126392463960713e-07, + 0.9891482415903985, + 0.46731799933284873, + 0.0009290467079563468, + 0.9997250565989777, + 0.0013529485786591352, + 0.9951394659018288, + 1.1891109778921707e-08, + 6.215255349260115e-05, + 0.999378882888928, + 1.1881102508060859e-08, + 0.0017647319835577934, + 0.9999887195080467, + 0.9999983536769774, + 0.004666057467017041, + 0.9999941030307458, + 0.9999991775596376, + 0.9999999999971255, + 1.8207056903379487e-11, + 0.981530480470562, + 0.9772799324913902, + 1.9983770661849017e-08, + 0.9999999999999988, + 0.9999957653407242, + 0.6096363659594584, + 0.999836475210929, + 0.0015491252047752728, + 0.9916125173574118, + 0.9999771446805387, + 0.12099708820266107, + 0.9999920408988562, + 0.9999899980420781, + 0.9999999987546476, + 1.1632011126807362e-11, + 0.05172808991512393, + 7.216588931876776e-06, + 0.00021428896974353613, + 0.026568769429986833, + 0.00010058524330378071, + 3.0133870953846242e-06, + 0.9958416042731164, + 1.7033492630245422e-16, + 5.85808072878549e-14, + 0.0026197679661640193, + 0.999897258732371, + 0.7658428267368196, + 0.9967324471373863, + 0.9999994958940212, + 0.8627307142839213, + 2.2701772892204578e-11, + 0.9996317905314958, + 0.9973898732381405, + 3.7108124906140965e-10, + 0.999969985420348, + 0.9968651521245331, + 0.4679153791723438, + 0.7173784036604618, + 1.9925347159093666e-13, + 0.999999999906545, + 0.9989416695618688, + 0.1669885135223246, + 0.0005168701120435075, + 9.476367146993648e-07, + 0.021720805312220558, + 0.8371206168282701, + 0.0007329514818889535, + 0.3949872828500732, + 0.001516682685142215, + 0.4726278297637792, + 0.9890625583291316, + 0.31705222517371234, + 0.006231506879210503, + 1.540430808612158e-10, + 7.308261729635493e-10, + 2.368017210815087e-07, + 0.8016712894185425, + 0.018915078107568633, + 5.245396804711696e-09, + 1.4473281312817273e-08, + 0.0013922130736669716, + 7.97300848808427e-09, + 0.9999999999918794, + 0.9972081005710224, + 0.8190253808815366, + 0.999999678585763, + 1.1035285486977146e-07, + 1.342605883291739e-06, + 0.006123101995349404, + 0.00875752014998234, + 0.8273880342130777, + 2.9763681376676148e-06, + 0.9999999638604264, + 1.5622849450037248e-05, + 0.0004247429499280803, + 0.9999999999999997, + 0.9998676558562374, + 0.0004123911234706734, + 6.325374026428233e-06, + 0.021669502723289966, + 0.9993805050367555, + 0.9999999938056069, + 0.8491315916400363, + 1.1381551174796543e-08, + 0.0029497449712605874, + 0.9999610387031665, + 0.9999999866516199, + 0.9997739720358687, + 0.999945240871571, + 0.7539082090835398, + 0.9715489136707582, + 0.00013527537215118793, + 2.90720036038104e-11, + 0.2167880536684783, + 1.427967507463189e-23, + 0.819727724342347, + 4.836608789240202e-10, + 1.6343705788498803e-10, + 0.9882194917111846, + 0.03913477232283745, + 0.006703651239724678, + 0.7309372924852909, + 0.02221851312890938, + 1.5231888350682504e-08, + 0.2877289549266651, + 2.170426850104643e-07, + 0.9999910494040773, + 0.9999999999622636, + 0.426396692337944, + 0.48775279387049947, + 1.8977088198877706e-07, + 0.9880859833537107, + 0.16851585084175083, + 0.9999999430173736, + 0.9999999999999563, + 8.390728525796448e-06, + 0.9999999999418168, + 0.9999996054007598, + 0.9581370908636448, + 0.9457024984592578, + 0.00644364293160458, + 0.013435457974767109, + 0.9855452716369131, + 0.9060489868713058, + 0.8543096632832585, + 0.9341382859053561, + 3.198266510099177e-16, + 0.9999998469874846, + 0.8984310256435428, + 0.6628423676436888, + 0.009224604923048869, + 9.173725866087865e-05, + 1, + 0.26146330009789703, + 0.003715259168755375, + 0.9999611389057512, + 0.002171568325570316, + 0.8132342439232707, + 0.9999999998694171, + 2.865126923444638e-05, + 1.4503659875599983e-23, + 0.336127929105977, + 0.9999999999305352, + 1.783539070552509e-14, + 0.9999999999931588, + 0.9999224464952602, + 0.9654688627224602, + 0.803426184637386, + 0.9999976205871169, + 0.9999999987833651, + 0.9999191856836849, + 0.9994755321221267, + 2.9322916333906042e-12, + 0.9999999999049209, + 6.632744797241327e-08, + 1.015417354582115e-11, + 6.105140850693649e-10, + 0.0001710561604117717, + 0.008786173312303226, + 0.012256728720484835, + 0.9776567414208815, + 5.984537900947952e-10, + 0.9990414952739951, + 0.6781653708077314, + 0.9577519800737154, + 1.9464256422990396e-06, + 0.9306900987530028, + 0.0009073302586178634, + 0.9525985010520016, + 0.9984970312578462, + 0.6994985452707618, + 0.9999999953832354, + 5.811760755171423e-10, + 0.9245424686836785, + 1.2856526016704768e-10, + 0.02089911225293904, + 0.9994840814634419, + 0.9999999999154106, + 0.0008322769675171841, + 0.9984155319298436, + 0.9999850693970823, + 0.4240728082911233, + 0.02512467187494948, + 4.822522807835499e-11, + 0.9999903463964629, + 0.013900034603915404, + 0.7158124655262332, + 0.7419324867544389, + 0.0009322968250940816, + 0.0014784014969780033, + 0.9999990877264664, + 0.40952720275092774, + 0.6474072470324806, + 0.9929332183227536, + 0.9726410262501901, + 0.00025040350785231766, + 0.0045428049869896125, + 0.02815368103768168, + 0.3607132276486876, + 0.01297862607171079, + 0.9999995298927263, + 0.9938402244309138, + 3.364260939176145e-07, + 0.009431249817664283, + 0.9996595822371283, + 0.9653824965636613, + 0.9229831706139003, + 0.9999997796609461, + 0.0012234362446906714, + 0.999995829130365, + 0.928388811445994, + 1.4384557618185542e-19, + 1.7330989764149746e-08 + ], + "y": [ + 0.0003420363982077795, + 0.6337908064172615, + 0.1917211434055101, + 0.13538543284418106, + 0.0011718786161487914, + 0.7942713556026043, + 6.055245119285325e-07, + 0.9102668551694019, + 0.8949603439003161, + 5.5571320806781056e-05, + 1.1882410756857172e-09, + 0.010656729479237095, + 3.993427849902383e-20, + 2.2669047038530713e-13, + 2.095455539801349e-05, + 0.45274015494187536, + 0.9773657086241496, + 0.007302999659574035, + 0.0004511496230605892, + 1.96542854856466e-06, + 0.004377503821648138, + 0.015922912985160995, + 1.4503764546800132e-05, + 0.8552225862807921, + 0.0010762225131896402, + 4.331211594839543e-07, + 1.2087624063543082e-05, + 0.028412666724657244, + 0.025089180143332647, + 0.0012526626233044969, + 0.0023934336633520893, + 0.03441904136903839, + 0.001203192244104317, + 6.443150760567885e-05, + 0.00011568976861329426, + 0.041840250609413855, + 0.19534644523584616, + 0.036927844453554154, + 0.7640996632839451, + 0.034899532335755906, + 0.8026455021467489, + 2.8527300359618215e-08, + 5.01228943427459e-05, + 0.0012428504174399528, + 0.9873296050852053, + 0.09434363251116706, + 1.9910787370348055e-09, + 0.18205456194716788, + 4.807576192472249e-07, + 1.977340774147181e-07, + 0.8350252192997931, + 0.6516107367451948, + 1.0546782225139028e-10, + 0.08615333056509218, + 1.5470224947369142e-08, + 8.739220145668961e-06, + 8.54555448991954e-05, + 0.06771865784529124, + 0.01065338909007755, + 9.582389541631788e-07, + 0.03773280664639744, + 0.9171772865389538, + 0.2774812966013113, + 0.00012976921557802357, + 0.9578135514604026, + 8.290615365799402e-13, + 2.9482310852446754e-07, + 0.19873179294348275, + 0.02892176842927294, + 8.059970671213261e-07, + 5.95584042154554e-07, + 0.10861268543873055, + 7.365122977351469e-05, + 0.002473518498713024, + 1.240670696996247e-06, + 1.3099639836534087e-08, + 0.776737778693187, + 1.0687902125590426e-05, + 0.3103569230569571, + 1.6985734432486483e-06, + 0.1851773164867674, + 0.005508445245021465, + 0.9872983045408742, + 0.3426983986731819, + 0.4404421980668457, + 0.8402250420509865, + 3.929007750157608e-11, + 0.020652414023658493, + 0.9925917138507503, + 0.2568742744938134, + 1.2211300050100697e-10, + 1.968924080737011e-05, + 4.1306212616412965e-09, + 0.00022968752874226648, + 0.38645673629805866, + 0.9511794583337874, + 0.022445550512406102, + 0.40138254625758135, + 1.804046541146216e-08, + 0.008728714686283315, + 0.002997807585949586, + 0.5240505512694297, + 0.21676652835564608, + 4.0377372500274093e-07, + 0.37595440729351315, + 0.022708295177090915, + 0.051928466065099564, + 0.0002630211353346704, + 0.04218848533978499, + 0.03473201785972554, + 0.04650138843270538, + 1.6675229349760241e-15, + 0.962454001543341, + 0.29834498540240373, + 1.824033415428298e-06, + 0.0004814417575068033, + 0.0008546764517303037, + 0.3693371707597486, + 0.7248184188342995, + 0.0005025806165982772, + 3.121110945177618e-08, + 0.7403094148824528, + 7.71223959334573e-12, + 0.8737597931450736, + 9.872420042267527e-12, + 1.8148999517275214e-09, + 0.6172621898658464, + 0.5613940932713704, + 0.003095401285412506, + 3.145063399963589e-12, + 0.0904904357927887, + 3.5952373961757475e-06, + 5.754509595212729e-08, + 2.8414921263170266e-19, + 0.023039728638905053, + 0.0005457352380045762, + 0.18176189989433114, + 0.5125766840005344, + 0.0022280423615131982, + 0.8866073311690537, + 0.0007781363468331756, + 0.0017761101985681977, + 1.1619574650588961e-06, + 3.2673345971261455e-07, + 0.004423010773967119, + 0.00022432186046657016, + 0.18579677497581013, + 0.9832060691477674, + 0.0036589203582069896, + 0.23507357780841417, + 0.02676863595773009, + 1.5714979643183069e-07, + 5.694616321581478e-10, + 0.05535793385617275, + 0.7556766237700343, + 0.26049371799410265, + 0.04063687279229069, + 0.34138802579480015, + 0.22573913464740922, + 0.0007890098868819743, + 0.34700344983482695, + 0.9482253342450854, + 2.6149920437386317e-08, + 0.014377744625155063, + 0.07047946031388558, + 1.526957821506058e-14, + 0.006863385342190728, + 0.19290334440949178, + 0.003311953583091804, + 0.8365996116659751, + 0.892053178353761, + 0.03567636239401773, + 8.094285506261932e-07, + 0.9415989597274163, + 0.003930609089310813, + 9.507454749349435e-10, + 0.3310155806292109, + 0.0014025369002488531, + 0.00016362944592792774, + 0.2281409271121272, + 0.00019739847933126332, + 0.2828058705250053, + 0.025293639522104203, + 0.15292855015835663, + 0.00852726847863516, + 0.34788334901714374, + 0.02133731763544354, + 0.2791720852981609, + 0.14640170269586325, + 1.473257368462474e-17, + 0.05915025343036238, + 1.1011088136893852e-05, + 0.593718962275496, + 2.1942118840922741e-13, + 2.221749176377862e-07, + 5.910415776307991e-12, + 0.013874444941555006, + 0.4701875135301029, + 0.07578138090972482, + 7.635483123295352e-08, + 0.6743959244457666, + 0.008757234581972582, + 0.07017632403034313, + 0.016935660005880423, + 0.001048516320546309, + 0.12791029461819434, + 2.81549434883344e-06, + 1.0610892565236585e-05, + 0.07026995622168096, + 0.0001224663528361947, + 0.11034511784370975, + 0.003143683892242467, + 0.057552172192115454, + 1.3004996564489395e-08, + 6.958147874706292e-19, + 1.7516074455114854e-05, + 0.7948525318560172, + 0.23352358165275613, + 0.03013306427293373, + 0.3644432859171356, + 0.014420665371722869, + 5.140314879722424e-07, + 0.46308640951748836, + 1.8384819098976524e-11, + 0.9788664604400079, + 0.45894788221218286, + 2.0825299608949454e-05, + 2.6708182780205148e-05, + 0.6831123876133633, + 9.968224097277222e-14, + 1.6534456874682864e-10, + 1.4471353511670857e-13, + 0.0005316445024103362, + 0.0025295438237188904, + 0.07468095974643575, + 0.8784853280281539, + 0.020725224281078668, + 0.7143212956832588, + 0.38623084376469285, + 0.0009965728969372565, + 0.001229088181717832, + 3.398382838916788e-11, + 0.3464450576619905, + 0.009200653241622189, + 0.9999481684425607, + 0.0001491671099213087, + 0.0016857807851934884, + 0.13069603987126174, + 0.00170832134571591, + 5.439163937807981e-06, + 0.05707855797693959, + 3.761615427703497e-05, + 0.16266292381569403, + 0.09939351685899626, + 4.060478682496392e-21, + 7.581745285250999e-07, + 0.046843815026407484, + 0.4533177944516091, + 0.7327179306647126, + 3.4146680991706725e-05, + 0.00502969996021917, + 0.005850866541785553, + 0.002517706100259593, + 0.6523184355390269, + 4.746309498985172e-06, + 0.005051544869553473, + 0.011924798825624361, + 5.699354781501163e-05, + 0.08803915643951277, + 0.007974957936776432, + 0.0003605407909049648, + 2.5244566733920613e-11, + 0.6751623503094445, + 1.0697015724794927e-11, + 0.03160198307721416, + 0.4386876876740866, + 0.002568300569772305, + 0.000591188904969813, + 4.753219578931822e-16, + 1.3831080046716494e-07, + 0.023861563389145513, + 0.000215757393020311, + 0.3996210817695778, + 1.5471191057726744e-15, + 2.2980226048520704e-12, + 3.098343058431294e-11, + 0.0015561508143728438, + 0.19352156397513953, + 0.013749965515186991, + 0.0003597404481903778, + 0.02056481374875057, + 0.7118282375795989, + 0.08951964779141452, + 0.977156233993335, + 0.0005345205918944312, + 0.9977960121784832, + 1.2730041285063463e-08, + 6.477006458327031e-09, + 5.417745612061262e-08, + 1.8066517973474658e-05, + 0.31991585323715943, + 0.004408141068415951, + 2.2001973155773896e-06, + 9.231056408175044e-05, + 0.0005597382877201434, + 0.08843553706728949, + 2.2781155881613587e-07, + 0.3690908733343382, + 0.005228095532457433, + 0.018797774779814196, + 0.1515151298861941, + 0.31774260133207055, + 3.3392469422712966e-07, + 1.588808198012302e-07, + 0.00017213653965409822, + 0.03592886777053976, + 0.04582464861417903, + 0.8944859433865143, + 0.18981323583946927, + 0.0021734282360052004, + 0.2460099375455907, + 6.769960890061195e-07, + 0.031163577088781664, + 0.838039261887918, + 2.3110040918095003e-07, + 0.02249227381604281, + 0.059427827298964064, + 0.0004956525690148592, + 0.003629093919908843, + 0.0842160002750904, + 0.029706523706507323, + 0.5579379258123423, + 0.08396230746067104, + 0.0024539950819703294, + 0.002544599500858401, + 0.819420074624161, + 0.00468666158836389, + 9.72114111260361e-06, + 1.3221313689249387e-10, + 0.00011064496056156209, + 0.00610994435915575, + 0.007327418938615869, + 0.23295288195235794, + 1.457267827638164e-13, + 0.0005975593254033933, + 0.00010554927420726241, + 0.015344021114770285, + 0.029354047464747672, + 0.0013358871261305355, + 0.0005001075426236212, + 0.0005315992324219079, + 0.6840019336858055, + 2.929366649606604e-10, + 0.7771090744067335, + 0.0004037921873255928, + 0.5878644191913626, + 2.459834186950192e-05, + 1.4195403410310679e-05, + 3.0774019928637073e-09, + 0.18962690627684697, + 1.1733679282530883e-08, + 9.866393041871777e-11, + 0.03289717370137959, + 0.25273573803696553, + 0.03933733074476171, + 0.16266803354655246, + 0.00011775575605794513, + 0.034414348942060385, + 0.5026993103677644, + 0.03657698963724614, + 0.0035454370947622677, + 0.0005560845828897928, + 0.0006757052580214433, + 0.004867426255262548, + 4.181421496138571e-06, + 0.00031172904818593485, + 0.06477770623440089, + 8.80993614505144e-05, + 0.005484042223219313, + 0.0003041039530770407, + 0.002945356067927511, + 0.059745221738369304, + 1.5127532911732405e-13, + 0.27712544885735557, + 3.677465689321438e-09, + 0.03974068944975884, + 0.0006578578025536882, + 1.322732830604414e-06, + 0.0008146226342747202, + 0.0017736309417772736, + 0.033550064015974865, + 0.8351390709711806, + 3.7887560428002624e-07, + 0.07285623080014642, + 0.00043287053089059106, + 0.1489107991924618, + 3.2525856959513465e-07, + 0.0007708460394227494, + 7.85130560099339e-06, + 0.033318500335949915, + 1.143059717077066e-06, + 0.010172165007218403, + 9.132676597583831e-10, + 2.820804972625311e-13, + 0.4943054287790135, + 0.010452305040677559, + 0.5514778093792475, + 3.581664556270627e-05, + 0.0005012936522287205, + 0.8378715172768776, + 0.34324847145536647, + 3.858494149765457e-05, + 0.004254975100716653, + 0.39284295929932445, + 0.6120173232770512, + 0.00040383825885394317, + 0.007217325503803841, + 6.053341856966292e-07, + 0.508195011507996, + 0.005681868710181823, + 0.058194628078014274, + 0.003153920096374966, + 4.321728833171112e-18, + 0.37007892450714536, + 0.46497834001790544, + 0.5364635066491303, + 0.0014845312020505689, + 0.00023567882618582368, + 0.9276148010501585, + 0.4222402353160286, + 0.3557379441784695, + 0.5156767386202007, + 0.4414091899129316, + 0.0004931234088076747, + 0.004809570088082177, + 0.40414249415085385, + 0.8892648715977105, + 0.40819139026705337, + 0.0013946758777891061, + 0.004603608254602305, + 0.002407307314328254, + 0.00880631898093962, + 6.651139153242222e-13, + 0.010560066728915822, + 0.8594823112027288, + 3.0951357050718516e-11, + 0.9901140256707892, + 6.817557020593057e-16, + 0.320790209682412, + 0.000776306175631817, + 0.04212688266982936, + 0.0004644139508274964, + 0.00041163728302661003, + 0.004604278051303185, + 3.1529052193608135e-05, + 9.166519165819365e-05, + 3.5663504847082206e-11, + 0.16944032130603978, + 0.0015354878355097344, + 8.175242013975923e-07, + 0.0017162901747151962, + 8.692402815231496e-05, + 0.02774707502098756, + 0.00362566834812166, + 1.7082311689316756e-08, + 0.340475686383881, + 9.191263046712126e-05, + 0.04106446390457024, + 8.751103032004232e-07, + 3.378435695623758e-05, + 0.04924259334264645, + 0.003404147755807482, + 0.00022718815119950053, + 0.007287018148702948, + 1.288238436707626e-07, + 0.7958136804816488, + 4.89161405440943e-09, + 0.0010758754212900996, + 0.7431157019403858, + 0.026356376851841598, + 0.025551479919643613, + 0.23306214763380914, + 3.646058355328147e-05, + 0.00887490096524282, + 0.0022488643398966934, + 4.349410403322145e-06, + 0.06940136689219426, + 0.0009220052087251201, + 5.185684890592951e-05, + 7.663033014808524e-06, + 1.851950048526612e-05, + 0.13247493108456043, + 0.01239745363698247, + 0.02196800867467106, + 0.8980221482350272, + 0.00031184247889802627, + 0.980662261815367, + 0.004391986546576536, + 0.041811726490855114, + 4.367673921907497e-08, + 0.5763557280040489, + 0.015899771135934184, + 3.1753105750481796e-05, + 0.5335410780739297, + 0.0005335889935889964, + 0.2318515962010784, + 0.7906139594525464, + 0.04045305417680451, + 1.277020742506117e-12, + 2.2929769175885492e-11, + 1.4731583258941856e-05, + 6.421060243619751e-10, + 2.253206107424452e-11, + 3.9462820695108887e-17, + 0.0016979148648196775, + 0.005008969304587182, + 0.5392638900600606, + 0.07626893642236342, + 0.1109566262143466, + 3.6887704824943594e-09, + 0.0873644152975012, + 0.0022445520305701475, + 0.018908941630777144, + 0.06080543089860689, + 0.0005098768533459513, + 8.838563601014917e-08, + 0.0011887872476943591, + 9.004802508793779e-09, + 0.43739391013759793, + 0.9872794237320048, + 0.9999629712868051, + 1.8768253271628293e-09, + 1.0741996936155962e-14, + 0.0187816741742033, + 1.8427475526600035e-08, + 1.3131167639235558e-09, + 0.503240083329233, + 7.745894539332233e-13, + 0.0010588752111407435, + 0.00137000171429774, + 0.010847641681737982, + 0.6435094157080433, + 4.509528472227925e-09, + 0.013034318440952772, + 0.998694063130144, + 2.816067117327204e-08, + 0.2198849008001964, + 0.0010635696665347392, + 0.9981334048339965, + 0.3743815273865803, + 0.4608782487694609, + 0.7073196678417046, + 0.04799288058990151, + 0.5237299384602901, + 0.1035396956748509, + 4.808553081703516e-05, + 0.05148909901253196, + 0.1664808589059464, + 0.1347158798864411, + 4.539859802893791e-16, + 0.0012806918657998908, + 0.004237012292067826, + 2.7233447376763993e-05, + 1.8012966382853317e-07, + 7.955633896894218e-11, + 0.01651513966783432, + 2.440179926155049e-07, + 0.004246083771672496, + 4.5551125459191696e-06, + 0.00039012335992871024, + 0.011846856426359556, + 0.7012127607836532, + 0.9883286700811083, + 0.02228545771736774, + 0.3157064043865122, + 5.769930088301693e-18, + 0.04095578800171253, + 0.8284825066544658, + 2.291806693310771e-05, + 0.9999822878253345, + 0.00489097757913021, + 0.007986002601037845, + 3.1052866831302654e-06, + 0.15716599183361468, + 0.02504007418339174, + 4.687020540359496e-05, + 0.0008083523015903295, + 0.9455761190311999, + 1.401521265163243e-07, + 0.7140113263895733, + 0.006166238781604238, + 5.914899002078902e-11, + 0.001844611004889448, + 0.08577279696742322, + 0.7652215784970134, + 0.09577697646028129, + 4.8637550111355515e-08, + 0.06874526899656809, + 0.02633315742584746, + 0.27046286208861375, + 0.03552083185438266, + 5.7859816105001946e-05, + 8.163033986513003e-15, + 1.5301924442555564e-11, + 0.9974268998476529, + 0.0009707153038078561, + 2.1856720346670228e-11, + 8.299969747466444e-12, + 9.169169903116157e-08, + 8.189091597722109e-06, + 5.072566737897741e-07, + 0.016837021762969067, + 0.0006800385572061259, + 0.9871744901567866, + 0.0011510054970812907, + 0.0014523109121985778, + 0.012648379700248985, + 0.0017035579540498945, + 8.424650605413003e-12, + 0.001137441996239152, + 0.022464888910326997, + 1.120712875759143e-05, + 7.305040146050328e-06, + 1.316558714235391e-08, + 1.6546679709721398e-11, + 0.6530654218519503, + 0.7049866818850274, + 0.8207739172038424, + 4.911667324241626e-05, + 0.15454335803321334, + 2.280043632720098e-07, + 0.02087109914569744, + 2.5276413652879588e-06, + 0.9967771840743784, + 1.53960096268156e-05, + 0.40713562990175833, + 0.0068695577367829195, + 0.7384287101678528, + 0.31529656224914143, + 0.3886831579653653, + 6.374267179359688e-05, + 0.42782427707217424, + 7.251676740813817e-07, + 0.006910916465471269, + 0.942809136297935, + 2.488701952475896e-07, + 0.00027464050162949677, + 7.978553785066897e-13, + 1.8181828195624292e-07, + 0.043892038226710194, + 0.7334650216881657, + 0.2157283883664389, + 0.4407433566911115, + 0.8089288394397952, + 0.017606037314167818, + 0.1203824785638827, + 1.0537953584087895e-11, + 0.09594795839978114, + 0.004037344916619224, + 0.0005416256015306742, + 3.2874518010941437e-06, + 3.455696809210005e-08, + 0.0159054787646111, + 0.059566025066312756, + 0.9900852844971134, + 0.3363295403351351, + 0.08571495016788382, + 0.0022066434201512474, + 1.3172569640520654e-09, + 0.22442610277869304, + 0.00010551673278934462, + 1.8250628167842005e-05, + 0.000987600287264956, + 0.15833680150933843, + 0.0027311046708965066, + 1.3059343677919799e-05, + 8.893320732072149e-05, + 0.005023391632611329, + 0.607627829964378, + 1.2895336336170225e-06, + 5.7270632963100606e-05, + 0.0030358912424473207, + 0.023560504149001512, + 0.16477898378801722, + 6.415048077242578e-06, + 8.49540142539802e-10, + 4.447813458188629e-11, + 1.8559220410256735e-10, + 0.2318919463658807, + 0.00019435413298602369, + 0.5289298991676463, + 2.4727470112590066e-08, + 0.00010095611282475496, + 4.811280910737918e-07, + 0.001433067568105682, + 0.33370299050707153, + 0.005737117534325052, + 0.02375216383847746, + 4.0213088089466005e-06, + 0.00017304895394653141, + 5.1497671819369156e-08, + 1.560957725547249e-05, + 0.04542421362298416, + 3.00456431475977e-09, + 0.2510966158914107, + 0.20754695144121765, + 1.7156270125401453e-14, + 0.1317683237602975, + 2.7771847856153478e-12, + 0.1879220574071912, + 5.894478489297245e-10, + 0.8797327535519938, + 0.00399670928432808, + 0.023480596875028306, + 0.0373172775772037, + 0.6830704466663406, + 5.920964494812482e-09, + 0.04241661602484298, + 0.9658804592616937, + 0.12944327311594844, + 0.011175718483053546, + 0.0020091640580320795, + 0.005530451549485004, + 0.3665391174572052, + 2.5628023766415134e-08, + 0.006547532186505322, + 0.6261284346489323, + 1.809122344537976e-09, + 0.895692290599594, + 0.5385115963577028, + 0.016978874964069312, + 0.0960274707243817, + 0.3407493089475406, + 0.5509208302605493, + 0.01904718057812234, + 0.03359892730128035, + 0.013591044707183305, + 0.000654785705119935, + 0.7011812711755846, + 0.01717284682761823, + 0.03465267847520009, + 1.2032683711715632e-05, + 0.8734664863458353, + 3.3488862762522694e-07, + 0.11016316677122313, + 3.74975196154437e-16, + 0.003519005214705217, + 0.2354584967443875, + 0.0006629447474420484, + 0.040243444068927846, + 9.619621660712237e-14, + 0.022360464795343326, + 0.8523101563652583, + 6.197087437625505e-06, + 0.0072495735236949126, + 0.48018778545865604, + 0.3641406957345521, + 0.00021300530046730254, + 0.010399513148224066, + 0.3804605319257747, + 3.2353923421370956e-09, + 0.20686182000982292, + 0.14401698161105358, + 0.001222253758221166, + 0.10531469786866714, + 1.827908331638638e-06, + 0.005237637851079657, + 0.04153316586398616, + 1.3512624674737776e-05, + 0.4646845013790176, + 0.9030728076353256, + 0.9828681421493812, + 0.00042271810046469005, + 0.6662094880112105, + 0.6018167682768376, + 8.603948120725299e-08, + 0.007940942715957602, + 0.014370723513041346, + 0.09511748442649433, + 1.4635674526466306e-07, + 0.00013440073051880185, + 0.36825202138826585, + 0.10358083785796784, + 0.0488809081301814, + 0.008145052020008531, + 0.9988686621468001, + 0.5692094377841145, + 0.016865636687736697, + 0.9998251061217251, + 0.46302084530160226, + 0.0021424361160113535, + 0.03084354488300382, + 0.007449536224615224, + 0.9229011900952353, + 2.1327121212366273e-05, + 1.1215207007419883e-10, + 4.640663395413343e-05, + 0.49886859208285306, + 0.03128454102372926, + 0.002503628966947981, + 4.768143049732457e-09, + 0.05795203514201596, + 3.995428333985206e-07, + 0.6811531440557775, + 8.598509326410567e-09, + 0.002387917159637227, + 0.799969114118965, + 0.0009818440233900977, + 2.4603279570565944e-08, + 0.040125507268876974, + 0.0009145033136701812, + 2.2303814306770694e-10, + 1.3677251494806522e-05, + 0.22151193189695323, + 5.142834896983862e-05, + 0.4975505440941116, + 0.019185466982755094, + 0.35272061638156293, + 0.01015905755241984, + 0.00035675522722359947, + 0.033682148449994065, + 1.7856324851776077e-10, + 8.511546203573779e-07, + 4.878313620074079e-16, + 0.0026375307348534623, + 0.183848792461226, + 1.3543895524702115e-05, + 0.6895142952775932, + 0.0002823787135572576, + 0.4721464767729859, + 0.18688151366492117, + 1.931338004370871e-05, + 0.1284640635172223, + 0.12283091908420299, + 7.016381999706851e-12, + 5.848098781523824e-06, + 0.10524921977670136, + 0.008866382251065823, + 0.0006909902668635628, + 4.616307595330053e-05, + 0.4212509015621515, + 7.203774321139566e-07, + 0.10993036163326965, + 2.607169556107779e-09, + 2.7719322403549665e-05, + 0.2965141274988121, + 4.373750833948921e-09, + 6.233065467810069e-10, + 0.0336876378275929, + 4.683978933421821e-06, + 0.8838600009488677, + 2.4267932390628962e-05, + 1.8899719421762428e-05, + 0.7009664240311771, + 0.0025311424398430085, + 0.011948565367791663, + 0.28085224171664286, + 0.00018700573476916374, + 2.4182737900727883e-05, + 1.4663358031852082e-08, + 0.00031846626068877915, + 0.10654676360516287, + 0.9657023997278149, + 0.001534561641079943, + 9.503506309829201e-11, + 0.00025970776177824007, + 0.001303460920784872, + 8.362230656644684e-05, + 0.2933036925864583, + 6.781497420910407e-07, + 9.844584145033696e-05, + 2.1468962564860886e-06, + 0.9784688041257629, + 0.007948351707438775, + 0.0002515995268025744, + 0.7452654614116169, + 2.7746542613092857e-05, + 0.011250740070256223, + 0.0009477658165903739, + 0.00011717629722178546, + 0.9581305018079042, + 0.40818299961127485, + 0.04619798684415566, + 0.2288934906031275, + 6.21814926053403e-08, + 0.3058748618031281, + 0.5857394882702481, + 0.03847504219951576, + 7.938743857358601e-05, + 2.2083234962240008e-05, + 0.5952198078988735, + 4.928905429518438e-05, + 0.9188004177919941, + 0.6015044298384353, + 1.567235445216773e-09, + 2.1158462254088624e-05, + 0.08174983202765353, + 0.17170173551052975, + 3.7113165915964858e-06, + 0.0020091800274577294, + 0.04458552639040079, + 0.43396969729875645, + 0.16428223386027002, + 0.9284013314637838, + 3.1865109235669915e-05, + 0.2937070538196745, + 1.1197440077935446e-17, + 0.001282239863056521, + 0.24267836332607537, + 0.0004438901649727852, + 0.005420863684716837, + 0.0006301213925965933, + 8.797524854523863e-07, + 0.028361716053398597, + 0.000154808165965863, + 2.24372346745174e-13, + 0.005421584699364922, + 0.5758984312167377, + 0.2164346620175291, + 0.20755100058063544, + 0.6372210157170183, + 0.03620130661935836, + 0.0037723567675693225, + 0.7685100897191637, + 0.5730328315883784, + 0.00011405088875499982, + 0.2260354004789299, + 0.9024858652654336, + 0.28211902546296524, + 1.0931149067364573e-05, + 0.7896076566315668, + 0.9995472266466895, + 0.02824195781612727, + 0.3179778137141059, + 0.9002190744470241, + 0.000494178396285747, + 1.5260738103561696e-15, + 9.87024558913205e-07, + 0.005817339661969044, + 0.00023629351514847533, + 0.008169067408173095, + 0.14464487195227932, + 0.0002914064670290331, + 0.8663233609292197, + 5.1727511045462534e-05, + 0.00417689056301546, + 0.8869503971797237, + 0.004696659616580622, + 0.0037690598308845924, + 0.13300949339812623, + 0.09217178526612846, + 3.264200124517918e-09, + 0.000686235110687367, + 0.0008204590986643861, + 1.183983803406791e-17, + 0.001052685721926905, + 1.1400948260046845e-06, + 0.858395814148292, + 1.1449975194584475e-14, + 0.9615444163850153, + 0.0014941636526440182, + 2.9458983108988444e-20, + 0.04563547067764024, + 0.17453697762580597, + 7.247319463084072e-05, + 0.007822987433352926, + 0.5215724560181008, + 0.03494378248703737, + 0.5668773130066954, + 0.3117325443514231, + 0.004826402694693659, + 4.96736144231398e-08, + 1.0409580213739823e-17, + 0.8524961800139732, + 3.0706132000459353e-18, + 0.016927636951841525, + 0.004766801839808894, + 1.0353353859548717e-09, + 0.022310095667308367, + 0.0031339245482451743, + 2.7149270908362547e-06, + 0.6992753940642203, + 0.019044505812197576, + 0.22302232249197618, + 0.05475960518247154, + 0.07474764174086122, + 0.0003238916341926322, + 0.0008023739205694494, + 4.716988708981955e-06, + 0.000618873307863227, + 0.07517951257304914, + 0.5244338438719616, + 0.008244734102998419, + 0.02894768858848976, + 0.10812938658435339, + 0.993579432514133, + 0.0030559004148679354, + 0.26291629314311477, + 0.16143664803828925, + 3.9419278080645516e-05 + ], + "z": [ + -0.2700789922484579, + 2.8419497598706918, + 2.976155697456308, + -0.6252649019096506, + -1.0345094023175037, + 6.879954380673635, + 0.0717951300753765, + 7.982225030278227, + 0.6974491312707668, + -2.4429643682547257, + -2.3581711515645405, + 0.3802266122226615, + -1.9300712202106514, + -1.680682451682282, + -0.21650215071502993, + 6.461280633426971, + 8.621012197245028, + 2.132956222638598, + 1.7949873991053076, + -0.05914465444876411, + 0.02636229413061668, + -0.17627276321679825, + 0.3561586935515301, + 2.233742095712223, + 0.5452106244621153, + 0.057304353237050305, + 1.4095556721034743, + 1.5256069623768196, + -1.3168698769040377, + -0.5681721299610935, + 1.4369402329222185, + -1.2088388906980811, + -0.22352616384809143, + -0.6502091847580598, + 0.0784107544547318, + 3.4747950661131513, + 1.182034252393387, + -1.4300721586388039, + 2.0992080380070552, + 2.059497862953255, + 8.933459672406418, + -1.280079890781909, + -0.6220762113899994, + -0.8887260125660524, + 8.517534402357535, + 0.26629243125358754, + -2.9801181965612775, + 4.2506343967908915, + 0.5334210390337821, + -0.40047487207987925, + 9.182042781972507, + -0.271246775942202, + -0.4968949458327351, + 5.797352270751979, + 0.06225205443045969, + -0.9430215521394434, + -1.402137187110635, + 1.462266547290569, + 0.33238735328933694, + -1.0417309904752696, + 1.6353522088487753, + 9.632576252272894, + 4.106613213244347, + -0.10086790783308992, + 3.369850400229653, + -1.9428146642647115, + 0.859456630082258, + -0.1987628136930376, + 0.49429561118730553, + 0.22648708011884183, + 0.3505086137812881, + -0.216646990306362, + -0.1255290176990471, + 1.6721625798891515, + 0.8425379008559374, + -1.5144204839897948, + 0.7338954178404794, + -1.4382216033346096, + 3.5669989139769225, + -0.9220374418534697, + 8.722994568854316, + -1.9055984085719206, + 10.96709394399687, + 1.8132290558766324, + 1.4254749460556366, + 10.549815920195412, + -0.7197799916963453, + 1.5221482928993189, + 0.3135551546538269, + 10.140055726987056, + -0.7165117389998209, + 1.6350892647096034, + 0.551183601297262, + -1.6562443242089335, + 0.8787895926945852, + 9.492818869987776, + 2.5040910137150663, + 0.029022990474350738, + -0.16159315894526277, + 0.8725436241768201, + 3.8460331055981283, + 4.8887399714270465, + 0.11155505644812165, + 0.18732930609426576, + 4.710855892227859, + 3.7247723114725746, + -0.7302003208604173, + 0.22178232856054464, + -0.6618288671627197, + 5.824979917718443, + 2.2026966887620936, + -3.3219829683353415, + 1.2176839885168582, + 3.470158818299102, + -0.9498150141344271, + 1.341216873227787, + 0.3154957425353043, + 6.877207742377687, + 9.959973725648787, + 0.5494340745572056, + -0.30369073763288174, + 11.81822561279027, + 0.8358307660144837, + 2.3502451857349316, + -2.3882266659194165, + -1.0556949310393562, + 6.733538602657026, + 0.982191773503414, + 0.553994671883202, + -1.4670303800153945, + 5.021547845818698, + -1.077328155793006, + -1.9695782203944074, + -0.3547539828600235, + 7.898579756191807, + 3.70136196272467, + -0.2854061660139787, + 0.07365559788350678, + 0.31307122951481614, + 4.886409415261843, + 2.255547183675863, + 0.5533400244703816, + 1.0351056208937444, + -1.2975660687319457, + -1.064865942740885, + 0.3700939153181638, + 8.619378966196797, + 12.391955586169328, + 2.0502434245173182, + 8.565747361275802, + 0.11799834745486815, + -1.9604632770782566, + 0.9194183947207731, + 5.86915353606809, + 7.043633657969067, + 7.116768250826247, + -0.3196752080504764, + 0.31803632768253676, + 5.322649114142597, + 0.44985986751888496, + 10.15337738192094, + 6.641528680364543, + -0.11220754300151105, + 1.6395640783682608, + -0.005890416275456804, + -0.22477195735084618, + 0.7093949081925208, + 0.5569051509858861, + -0.4258593572817878, + 0.2709222021358421, + 6.240457051158013, + 4.190158373762539, + -1.4619181720872425, + 2.0058340433614497, + -0.740377189336707, + -0.3982500487904472, + 8.385343533234742, + 8.202260057950546, + 1.8958697100688167, + 0.23244717463274867, + -0.6685208646871502, + 5.498543723220747, + 0.4202113551583151, + 1.22826448924564, + 4.618836825874841, + 4.766127851522678, + 2.620942097113479, + 2.2582995998996704, + -1.905236801234519, + -3.0964058626805153, + -0.24168768055263756, + 2.200438984185704, + 7.407691828643487, + -1.7736804584787813, + -2.7182841988064728, + -0.007515542460635473, + 0.07947116445191157, + 5.92680403291172, + 7.393711087953525, + -0.5972269942970206, + 8.518158882611253, + -0.13511901197587775, + 1.2125399715630212, + 4.076025190309128, + -2.6229070013167504, + 0.2952464120824242, + -0.45616284773838306, + -0.380688120667823, + 5.449431837000184, + 2.8225160366093105, + 1.82612620406036, + -0.3660045744953639, + 0.08063263092968488, + 5.114821957463185, + -3.929082461264871, + -2.6409416316180616, + 0.9511643072914107, + 5.760671351192225, + -1.2850627038182145, + 1.8834781450156213, + 2.423390168985444, + 0.14568062136464321, + 0.45492305163194297, + -0.951169830568863, + 6.53194748684223, + 1.9259831434309975, + 2.1421147096461475, + 2.677214320007527, + 2.5945032746287233, + 1.6909701456196828, + -1.8057541112465638, + -0.37693305337231636, + 1.083057696104154, + 0.32916586532068715, + 2.7206128523524464, + 2.3444847897327827, + -1.0264002215429164, + 2.345740999475049, + 7.1973692682612915, + 0.42255723024362435, + 0.5768732145177334, + -0.6632269307148904, + 0.08895718352888453, + 0.15424083926364346, + 9.276326830887223, + -0.6583069031245082, + 1.4282577142700559, + 3.2885092365896456, + -0.530295813267484, + -1.2586449245538962, + 0.9481067930275807, + 0.2502107894965819, + 2.4660407325719724, + 0.9130426835959363, + -3.476014391902185, + 0.5249267704779093, + 1.926446936154801, + 1.9505726095646867, + 2.39988982530954, + -0.28865398456850766, + -1.1880920665553303, + -0.6468771460379198, + -0.7424030417822893, + 9.512971945389367, + 0.2665977973265789, + -0.036078821844902326, + -0.8056864689947215, + 1.2720867135446365, + 6.595165881640903, + -1.0672715516997926, + -1.0352732252164305, + -1.919379271537403, + 7.732596141843308, + -1.2929459795943858, + -1.3227351711729591, + 2.266713481354501, + -0.8722695304600088, + 1.603277871241701, + -1.3837414172765865, + 4.248874441020433, + 0.3419038174002792, + 0.47473675570181906, + 4.571930624824553, + -1.5198557507779484, + -2.1076378402670284, + -1.056980470957435, + 0.9503913317587425, + 1.7514664476089652, + 0.16373753040150862, + 0.26823469151049456, + 1.4419682792811501, + 8.003903253671803, + 3.5674332457245934, + 10.57324937549542, + -1.265207645573694, + 11.072263057494789, + -0.0654227860209371, + -0.7893980375991011, + 1.4493373137391588, + 2.8905965889127896, + -0.034133138202790014, + 0.3344164189475957, + -0.3048508428996526, + 2.0118036130320247, + 0.7819550665887464, + 1.2735809191030376, + -0.3845563749303104, + 7.33371974602756, + 0.5980058107859625, + -0.936302563371065, + 10.713919192378743, + 3.8716638620894948, + -2.028150776398676, + 0.2597921664048348, + -1.9761685637741926, + 0.6993265700398921, + 0.908746876538959, + 1.4361620849451138, + 1.9456440714926015, + -0.3217939032107044, + -0.2970975479365415, + -1.9077350395362305, + 8.322698162826846, + 0.5588726205689055, + 0.34811248348005547, + 8.466323765216352, + 1.043579234439411, + 0.9514323216137687, + 3.176629355297202, + 1.2926397726306034, + 2.6106443863299162, + 2.8580934656217027, + -0.7630246863656424, + 0.08582775196111919, + -0.12263981358236736, + 7.627288035114523, + 2.3195015625575683, + 1.8146377581828241, + -0.156373831555408, + -0.928138691085585, + 2.1679287923780475, + 0.9551259236956117, + 7.513495434571074, + -1.4558825208931576, + -0.1939136512388331, + 0.9584752186688044, + 0.8101737758354629, + 2.6132277634888794, + -0.6759544244096177, + 0.37819465428746984, + 0.32882208609453195, + 8.067314599768864, + -2.034337858321848, + 6.446668813011709, + -0.2642075505911023, + 7.896424975397386, + 1.186590606007847, + -0.16201988985716034, + 0.689712135203681, + 1.529589280542451, + -0.4007637403594356, + -2.6585994980505485, + 1.2837794617123939, + 1.8304699347413733, + 1.2782035710647695, + 0.43340175945360765, + 6.892078424622142, + 0.8503916191524419, + 2.9579146556739992, + 0.24636917905676523, + 1.8094363007164833, + 0.936138419908166, + 6.010337177359917, + -0.13487859152620404, + 1.6317647382959997, + 0.310715291682474, + -0.18452958628232977, + 0.48831690677432904, + -1.191056091069823, + -0.8929197611836635, + 1.2534828167044745, + 0.8867218592292724, + -1.6985934637013025, + 1.548706918170371, + -3.418197921335055, + 0.038988361757755, + 0.7067959988887963, + -0.6567157353921317, + -0.16585616449099785, + 7.725713315623913, + 1.0191828074594513, + 8.312850033962777, + 1.3275531530731155, + 1.8166135851788565, + 0.6969836737706331, + 1.0015933030907955, + -0.07606147752136011, + 0.7366449451154096, + -1.7320380258119754, + 1.9808009426682744, + -0.1401781592858314, + 0.8613336617753657, + 0.7247714354041073, + -1.3112352011283928, + 0.7326910063841713, + -0.5003795274044219, + -0.8362820535046724, + 0.8646272472471627, + -0.6221140591653953, + 10.253313392672364, + 2.032414883042899, + -0.30085239451816526, + 2.1203782022790643, + 9.297138706794856, + 6.145524851125276, + 0.3282076751380868, + 1.715380526528043, + -0.8127449323579818, + 1.7308614038504413, + 1.0886013728330326, + 0.8713852726580478, + 1.2749017271828427, + -0.2666004064099774, + 1.471534760599622, + 7.849521697388531, + 2.333888124655506, + 1.263393272242408, + -0.43947648193703015, + 1.9500175579634034, + 4.274843289322747, + 1.6193067131232375, + 3.4674038565380236, + 3.5385849433392313, + -0.20648432690064764, + 0.5860461613205837, + 1.081452603099907, + 2.3262347334873437, + 8.456312012256168, + 1.3765722053577045, + -0.4921960906273417, + 5.685771109655518, + 0.7311754500770294, + -2.66565320861859, + 0.013326202318541031, + 5.717772072151089, + -0.39679476422867616, + 8.159313558193077, + -2.2325313202583184, + 9.311211071918205, + -1.28039129555942, + 2.7255353791789307, + 3.4180040323879393, + 1.1555352009159168, + 0.390220781126252, + -0.663273381745199, + 2.7163394319067735, + 0.43598164565361597, + 7.066110304774031, + 1.0112148128060903, + 0.38279348635124805, + 1.6396142705207206, + -0.6038172212825447, + 0.60450799982746, + 0.6134966362228029, + -0.27405879336018507, + 1.186758878975774, + -0.9632718622907207, + -0.0020311305585157184, + -1.572587256873592, + -1.2978613743437621, + -0.4979043738505748, + 1.6828847888386957, + 0.31607683742305537, + -1.226631540359195, + -2.412862090723139, + 1.5758831738947576, + -0.7650775911521333, + 2.1082782588858486, + 7.882941823835007, + 1.8575372517815414, + 1.8570757926623838, + 2.0659382801435737, + -1.6970325517114393, + 0.6943350696223384, + 1.253390822497007, + -1.3395649373007565, + 0.5285476426561309, + -0.7556971708135198, + -1.0801685147522904, + 0.47324499952203286, + -1.1046602045344374, + 2.040697787822769, + -0.06612598486757189, + 6.07517307201268, + 10.633465849007154, + 1.5971251752316384, + 5.5994718858704156, + 1.7631978863231716, + -1.4670070268207733, + -1.1064415145850968, + 0.9040825962452398, + 0.05505602907069036, + -0.18923764118792755, + 1.643402365649364, + 2.1260535592278207, + 7.861257014882342, + 1.3714226492533772, + 1.3547940068624194, + -1.5734540637175338, + 0.3047778135761281, + 1.4430667162232615, + 1.202348759003728, + -1.4585838534061029, + -1.5629325086007015, + 0.7922576989465443, + 7.143160216523591, + 2.392672557088822, + 0.06938800133855495, + 8.108739587394833, + 0.5382886917958691, + 0.8205705454848038, + -1.261241254140253, + 3.9388149979716047, + 0.5105470136592616, + 0.2653159861138832, + 0.10202586715347031, + 0.4834485313333621, + 0.7362016180391397, + 6.82909342559978, + 11.365423301544674, + 10.651091112432123, + -1.5130296894017088, + -1.6674143673588548, + -0.8553407460057683, + 0.4103292654471114, + -2.0168989284542853, + 1.9507616724296684, + 0.347364241946802, + -0.11091817453250385, + 0.39694019599221536, + 2.21794159238432, + 8.948217492883844, + -0.28058635584474545, + 1.7358654227633743, + 11.557059980231799, + -1.9723867970619264, + 5.785397533960773, + 1.312748348818496, + 10.84083987806964, + 9.272344872946897, + 8.12437402724621, + 0.5184750102783777, + 1.382059455430554, + 6.795042019676834, + 1.05371639636613, + -0.07577867226143141, + 3.19677434191901, + 0.4911628449103711, + 0.031651594253527066, + -0.2615783618998052, + 0.9292936222056165, + 7.66273615207033, + -0.06860139008734846, + 1.2261713625950668, + 0.11360282529411456, + 2.504841388336331, + -0.26650978917966084, + -0.5449011104485988, + 3.307140453792635, + 0.4521342257219778, + 1.1631768543597814, + 0.8752196677583287, + 9.288731882742917, + -0.33697860690551984, + -1.3276997927912861, + -0.9421352897222587, + 0.8957665023268049, + 0.910379292539405, + 1.2730117523514972, + 12.498269385232264, + -0.6960057775806834, + -0.5005598315464386, + 7.608888842422024, + 0.506211370968984, + 8.450402397329537, + -0.31096234515055154, + 0.7196205355457141, + 10.423014906959008, + -0.560818400582728, + 7.564400095125811, + 1.630563895997923, + 2.6908909207870146, + 0.4807606326297367, + 1.086742451202314, + 0.9976082030266367, + 2.1951644014506333, + -1.4915108760232534, + 7.62936458761833, + 0.383132957109817, + 2.796675059767978, + 1.6520351119665406, + -0.46379116166168805, + -0.5232874778496247, + -0.6537045083234643, + 11.604987094290045, + 0.9217766365501877, + -1.7906929132320737, + -3.9325387285418194, + -0.6245028411703168, + 0.8147921857642869, + -0.9914534843135292, + 5.019878575857023, + 1.2590702506664648, + 5.30817582580873, + 0.8841484788017172, + 0.1923820278580697, + 0.9829463551781866, + 1.8681028765847534, + -0.32063580872660424, + 1.9651599344892934, + -1.0503063554321468, + 0.7856650868295583, + -0.10227313687922268, + -0.1381850200823867, + -1.9142395990097978, + 8.165139272823613, + 2.1515126688294144, + 3.6597806144138945, + 0.7432017686153437, + -0.24808879646252227, + -1.1851963747921366, + -0.5559533379087, + 2.0633466313625184, + 10.555258669857974, + 0.3420284180196924, + 1.4544374231763315, + 0.7270963713928424, + 4.079451920385483, + 1.7654989376992039, + 4.112643001764421, + 4.521247476588806, + 2.4457563889587224, + 1.1413649998037319, + 2.05674827092315, + 11.412929207721229, + 2.4514462748528087, + -0.4997439119991, + -3.036002346828491, + 2.4697275163939603, + -0.5105340676746958, + 2.3072908822074307, + 5.6127360751935935, + 9.705506744630274, + 4.692802721127323, + 3.274407664307821, + 10.283913326058837, + -1.5552909949415832, + 2.5322434651671037, + 1.4692985501135083, + -0.9161144456318704, + 1.6934520424388528, + 0.02752627116360647, + 1.7733874537443783, + 1.5643955463905987, + 1.004560487489165, + 7.028838826417018, + 1.8538087564021848, + -1.081727441983331, + -0.7610708484064548, + 4.009589166469315, + 0.7485091516722207, + -0.16154425118184165, + 2.994873585526619, + 0.3524667413445235, + 1.1007353884724425, + -0.26073394937458827, + 2.747438066906887, + 0.591499202338652, + 1.4601585353186517, + -0.14392087561144593, + -0.47335816686592863, + -0.07496307672561536, + -1.6587028859618016, + 0.8885314740097499, + -1.4833869662096233, + -1.0673435842982115, + -1.656776093536419, + -0.8928102622695178, + 1.3412572675397276, + 0.4238528871543131, + 12.455164494005084, + -1.2435063676923421, + -2.7057516839377196, + -0.05960397731285824, + 0.20992500540425396, + 6.467805450214637, + 0.2924372819484817, + 7.955366047981596, + 0.5828579197372905, + 0.6102346729042528, + 2.7854688105765333, + -0.17108852417339465, + 1.1230820509975743, + -0.9801708124907608, + 9.947979178037547, + 0.7204462540125546, + -3.2183473278163253, + 1.0978156439549007, + -2.9204356489940864, + 1.3592679353741952, + -0.8457721155749529, + 3.544225411767701, + 1.6623887247918336, + 0.34996241536994266, + 6.2930926536923, + 3.1273113258388343, + -0.4073214400898288, + 5.580832411156729, + 5.666782689257867, + -1.0200598932075493, + 3.834251921290496, + 0.2684480232114078, + 1.1738613437956256, + 0.9222153699850815, + -2.2933215872805226, + 2.4454475122138004, + 7.494972019457854, + -1.2014611933826191, + 6.6703338174071245, + 12.340707278139197, + 3.331215427558445, + 7.894702316122249, + 1.1366299194871616, + 2.200420734343648, + 0.41014316624583175, + 0.7733761530566985, + 2.6178333574993817, + 1.1157398945836543, + 2.0943363878748342, + 1.6772757223717205, + -1.2083944977744772, + 5.268355633302774, + 0.6394872343255437, + -2.4458660358105466, + 1.9542591808025649, + -0.8803831035019531, + 0.02651351876236206, + 6.154901424665625, + 0.9574018053926505, + 3.492254637186329, + -0.5265197949763806, + -1.0498973805036862, + 2.31999647025833, + -1.5964564442771565, + 1.1668432916171088, + 0.952971729136108, + 2.6556077088626853, + 0.9335211724176551, + -1.624414230526249, + 6.782295200868712, + -1.7887090885280508, + 1.0731327627499132, + 3.3993832599490656, + -0.10636251941774205, + 0.5679379385773036, + -1.5573966361927654, + -0.5481876694552469, + 6.189766345071724, + 1.1294200642977779, + 0.4571692624741014, + 7.274769409776384, + 7.9091522502522285, + -1.8661718579947175, + 7.584298793179112, + -0.08451484645405681, + 2.2034690584948393, + 0.4368842129794058, + 0.6236000697277526, + 4.236812263780124, + -0.09243850113732612, + -0.2192407247537081, + -0.3498072482737262, + 7.062015173467501, + 3.307606196749791, + -0.2848294999861252, + 10.837996467941327, + 9.460242317911343, + 0.5485428706701593, + 9.51120603285774, + 4.372182373687387, + 0.2956329013372996, + 1.2415684151945905, + -0.3038027887950036, + 2.590741926639029, + 0.854081598460517, + -1.709469050595256, + -0.4284688432927109, + 3.61273179660713, + 2.874316746297071, + 1.3849004119538035, + -2.9873238895353107, + 1.424685458630102, + 0.28104734128401926, + 1.1963368297478219, + -0.8846540605950861, + -0.3780332734483191, + 10.837529395492043, + -1.4612207730463904, + -0.2243604862234693, + 0.946432320664223, + 5.926483982167446, + -1.0093049608152884, + 0.37885667559359326, + -1.096268776205642, + 6.30332753196494, + 3.4145107515743534, + 1.5976553884979594, + 2.6311334566903453, + 1.4294046602386927, + -1.315852296257846, + 0.7238875000949165, + -0.8333240322876787, + -0.18895449802127418, + -0.7472756925386169, + 2.0834912954492832, + 0.706980086256724, + -0.7393461398706827, + 10.303000612678549, + 0.16703095505146423, + 3.4694057370594504, + 1.3183805919872937, + -0.7890341704943722, + 2.1976130190039913, + 0.6831510707035962, + -0.37251702762822325, + 0.9599206092247223, + 1.1968859407946697, + -0.6071505713967472, + 3.4400749099693266, + 0.927265213560439, + 9.026834659007333, + 1.0985036852587458, + 1.4914503672160904, + -1.3225445413688368, + -0.7423481500974322, + 3.224533431891818, + -0.2896619329139442, + -1.29727400880133, + 2.3246637471146454, + -0.08570982154133096, + 1.3104624709337416, + -0.6087803132420287, + 2.009224336391531, + 4.1589931195599465, + -0.7292474057507713, + 4.738131555549493, + 1.2896420594944136, + 1.1907056807069296, + 0.2334017730186731, + 0.6706573580344531, + -0.05228948764095696, + -0.25586654708548734, + 4.74691465094075, + 3.634590592510888, + 0.1799846051757057, + 1.1144205599746642, + -1.0226128484843298, + 1.299576592722768, + 0.6169541047888704, + -1.9113341816875742, + -0.16150604686530795, + -0.34156640001093524, + 8.485369352127897, + 0.4480645581810767, + -0.011432858609797794, + 7.852598243079829, + 1.6545922640095618, + -0.06833586559840217, + -0.711629923120522, + 8.05823407656716, + 11.41712858996737, + 0.6405222077100998, + -0.3135030839945178, + -0.3105356815589974, + -0.19642689763886567, + 4.990583844260301, + 9.29466182864786, + 1.5984703624248775, + 0.07651747482586166, + 5.92616751547236, + 9.721405223097774, + -0.37154999497754426, + 8.803041860851526, + 1.8985003190405636, + -0.66502868433488, + 0.47061115915281526, + 3.972714600231702, + 2.01230743889036, + 2.903183366956178, + 6.324588692558155, + 0.7355498733488972, + 8.761178069173011, + 8.211472023976976, + 12.025480179449419, + -1.0797718239494365, + 7.028947445151404, + -2.253822161631049, + -0.4815905206114265, + 2.4651742221634696, + 0.016915010634446354, + 1.3809667160755974, + 0.39356073463460656, + -1.0442192337095122, + 1.4322583965529454, + 0.5800903789104501, + -0.921231717366556, + 1.5837995355332501, + 0.7261253501828938, + 9.348520912226737, + 5.763241589377011, + 1.5168974615898518, + 1.706672900489761, + 1.9969347377034745, + 1.1160441894604356, + 8.095109526537248, + -0.31189008616402736, + -0.04561469595194726, + 6.359875854648132, + 2.6598704970892806, + -0.06973190148886098, + 6.53305297716196, + 2.6656593538313813, + 3.1749021129669144, + 3.8134932648341495, + 10.92015774292758, + -0.4101981226873843, + -0.7835612764015691, + -0.7723878436058954, + -1.6283795378577086, + -1.137487019265205, + -1.006674362810453, + 7.133870286895366, + -0.9527851900406661, + 0.31209023201366115, + -1.5371876578614263, + 3.4938165424195358, + 2.9474862590925586, + -0.72141090486397, + 0.22218232787944306, + 1.9530204554827615, + 3.0112510061771887, + -0.6914607621710187, + -0.15077655268210094, + 0.09440983330956321, + -2.3429789479043164, + 0.7566284523392897, + 2.0820407057272874, + 1.687503962852428, + -1.5139405759552913, + 0.8919041055528247, + 0.09583011410645191, + -2.5886614095589593, + 0.035631465120992994, + 1.7140540987962376, + 2.3853229062939256, + 0.7125625513264988, + 1.4053702679126157, + 2.2558689563596226, + 9.570946446639514, + 0.8882754395528151, + -0.6243287442704483, + 0.12393765472342323, + -1.7565334187461317, + 9.243668942651553, + -1.8812844873136454, + 0.41513726663514616, + 0.3408108114622931, + -2.833332977499464, + 9.234852701550965, + 0.7487900288415997, + 1.5187906671187787, + 1.2752783851592193, + -0.8581925539989202, + 1.9350653880672162, + 8.271174412956181, + 2.3189382097942817, + 1.2477375728397764, + 1.1506999896357297, + 0.6782916306873872, + 2.054769007636079, + 1.84707309902724, + 0.2533756223546665, + 2.106930350754859, + 0.7161843709705915, + 1.4623693960015718, + 11.791545809556442, + 1.7317413265318673, + 7.104104090143973, + 0.5218392977276833, + 4.271279749989811 + ] + } + ], + "layout": { + "font": { + "size": 18 + }, + "legend": { + "title": { + "text": "Data" + }, + "tracegroupgap": 0 + }, + "margin": { + "t": 60 + }, + "plot_bgcolor": "#F5F5F8", + "scene": { + "domain": { + "x": [ + 0, + 1 + ], + "y": [ + 0, + 1 + ] + }, + "xaxis": { + "title": { + "text": "x" + } + }, + "yaxis": { + "title": { + "text": "y" + } + }, + "zaxis": { + "title": { + "text": "z" + } + } + }, + "showlegend": true, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "heatmapgl": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmapgl" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "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, + "#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, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 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, + "#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 + } + } + }, + "title": {} + } + }, + "text/html": [ + "
" ] }, "metadata": {}, @@ -353,9 +11212,6939 @@ "outputs": [ { "data": { - "image/png": "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", - "text/plain": [ - "
" + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "hovertemplate": "Data=Real
x=%{x}
y=%{y}
z=%{z}", + "legendgroup": "Real", + "marker": { + "color": "#000036", + "size": 5, + "symbol": "circle" + }, + "mode": "markers", + "name": "Real", + "scene": "scene", + "showlegend": true, + "type": "scatter3d", + "x": [ + 9.004177354909239e-05, + 0.8819273379549436, + 0.5003865237834356, + 1.8385437846049354e-12, + 0.16279146500007452, + 1.8539085703290248e-17, + 0.9999988338450724, + 0.4783893616639808, + 0.0042732432689883675, + 0.9809579383340237, + 0.9999996206146252, + 0.09417218589354895, + 0.004352617582050614, + 7.79049452822851e-05, + 0.9999999999912171, + 0.9999969655953557, + 2.2931955375055183e-12, + 0.8553620843576518, + 0.999988513027451, + 0.9880118138884082, + 8.267133671466523e-07, + 5.98364252648376e-15, + 8.26543990127396e-05, + 0.005947441678046152, + 0.9999804692757127, + 0.9036394549204502, + 0.619436930611018, + 0.012998298581060717, + 0.00035215253301984294, + 2.6962490477637393e-09, + 0.9732325061171405, + 0.999781518100652, + 0.0013800165305519606, + 2.7992797828587494e-08, + 6.05117862301852e-12, + 0.9999987271679586, + 2.0277849774014267e-22, + 0.4234694493485783, + 0.9999999999334924, + 0.9999875493219413, + 0.9628557955016216, + 0.9999999316427814, + 0.39018604887434694, + 0.7939014409289543, + 0.9981789251996047, + 1.7567775710557966e-08, + 0.9544080274151585, + 0.9885159022408369, + 0.8818641284687807, + 5.269102720219746e-07, + 8.628961477697677e-14, + 0.008075743316326928, + 0.9999975548702797, + 0.0022298962054448416, + 0.999981411663405, + 0.9971638177655094, + 0.8024192653991781, + 0.03952001905039348, + 0.9999995453988859, + 0.9935514009766384, + 0.2608156255989924, + 0.9999753596394808, + 0.0018703604506614575, + 0.37542526671855203, + 2.1833248631934047e-19, + 0.998183607034937, + 3.182026880872669e-05, + 0.9999776106161096, + 0.04570196011707222, + 5.381211540431579e-05, + 0.9999984986509332, + 0.9934637902301507, + 0.9999999986734921, + 0.8730197413257846, + 4.631745068541153e-08, + 0.9999983705291866, + 5.169161400528226e-06, + 0.9999992021599335, + 0.222722278095124, + 1.369431640643768e-05, + 0.004412914027971684, + 0.8423650970476863, + 2.177447439170568e-10, + 0.9956022398607249, + 2.448311881249179e-12, + 1, + 0.9997135902725476, + 0.9999979209381971, + 0.9969908716517182, + 0.9999999953490228, + 0.9999833831249964, + 0.628476364348566, + 8.314648145184407e-05, + 0.9794838140112626, + 0.9996060542455149, + 1.4476280687414382e-10, + 0.9713152300108876, + 0.4265741083734746, + 0.1074652309812848, + 0.7838221362558108, + 0.9999999985056274, + 3.5460302198319985e-08, + 1, + 6.9987709998446225e-09, + 9.545231372143549e-16, + 0.08962594449317701, + 0.9999768009349748, + 0.9999831676322013, + 0.00024763713976402684, + 0.06421501658178642, + 0.811459037499377, + 1.1510728420984625e-06, + 0.6971312316005474, + 0.9998841810869418, + 0.9695258372162481, + 0.98987291527803, + 0.8294101833184158, + 2.0780829448812154e-06, + 0.999999999976266, + 0.9999975808078102, + 0.9998824395282206, + 1.6374723587601648e-18, + 0.00029071361818744124, + 0.7719339481076752, + 0.06392907638674636, + 0.9999487718496837, + 6.831343076015754e-06, + 0.9509155741558997, + 0.9999999792796235, + 0.008482316718401809, + 2.078855807648214e-06, + 0.8445447449027021, + 0.4804730609375661, + 0.8833960468768901, + 0.49767753730762326, + 0.3731400457545788, + 0.5483566892541328, + 0.8865138124850431, + 0.22191787984821715, + 0.999937604748255, + 0.999999037535073, + 0.9999999999991397, + 0.17780061007086484, + 0.0007192993812736357, + 0.11655195127814487, + 0.9997409868985323, + 7.267370121362635e-07, + 0.9999970072849427, + 0.9999999976676734, + 7.577483190919813e-11, + 0.1615152091720753, + 0.049437152648727674, + 0.990912362381984, + 0.999978995789649, + 0.9999999667401525, + 1.6040946735046809e-16, + 0.862109492855056, + 0.9998133496445247, + 0.00903311427003842, + 0.06710336892761405, + 0.9998121827917541, + 0.9294099862943406, + 0.2719556137968477, + 0.9948806019912709, + 0.0005225518689434695, + 8.59729933845222e-10, + 0.7716467582698575, + 0.8758253610545889, + 0.9999998601928543, + 0.592920969433479, + 0.0001028178649671519, + 0.01270664562945986, + 0.9999999999965882, + 0.005868088003321922, + 0.004869831005895121, + 0.9999991423826469, + 2.5582232187383917e-10, + 3.605780885260147e-14, + 0.9926764111148202, + 0.006359051692681257, + 0.14868441772086843, + 0.9998654361724252, + 0.9999688664573757, + 0.9999999626525081, + 2.5553231456445582e-09, + 3.0657186938980226e-07, + 0.9999999999999997, + 0.9999753679569354, + 1.9687586355734867e-08, + 0.0345546714869112, + 0.2911381024390707, + 0.9903776430408929, + 0.32689479775598945, + 0.9998426587435544, + 0.0006374349180953996, + 4.3316916331211054e-05, + 0.9990292016359745, + 0.4878070558672581, + 3.791973433318613e-10, + 0.00723973925726133, + 3.3993007149986994e-05, + 0.9999999999999997, + 0.9999999998914186, + 1.8392779197716796e-05, + 0.9936599762017101, + 0.9685818056700836, + 0.24205258034993668, + 0.24563180324098774, + 0.5062003696768249, + 4.5632682753193615e-08, + 1.5893116334527818e-10, + 0.0009258106695333814, + 0.9999829266555065, + 5.449391563251733e-08, + 0.9999999862890158, + 6.184754697259456e-10, + 2.9588816503109556e-11, + 0.9999999995888752, + 2.209552126726399e-11, + 0.5243371386115255, + 0.17788104819913597, + 0.9364875892293619, + 0.9999997102481766, + 0.9646157324359063, + 0.0005043505179454181, + 3.433871149071364e-07, + 6.962547771639538e-17, + 0.0005705181476345269, + 3.7800245951396733e-08, + 0.9212651795068142, + 0.9999194159746669, + 1.4828109799561261e-05, + 4.543291486302758e-07, + 9.554042126569798e-20, + 7.101186942141236e-14, + 0.0017937496875545702, + 1.7636250554032928e-09, + 0.9979091310648852, + 0.26850183728794685, + 0.03821805768292544, + 0.012965465417702186, + 1.2260233378371252e-08, + 0.6578600303227561, + 0.04385858619760754, + 0.9798276632016703, + 0.9380624432942081, + 0.9999999982437944, + 0.9334769800474823, + 6.336015582542333e-05, + 0.9999994292359857, + 0.7351073767867897, + 0.9364861991917587, + 0.9787473791087683, + 0.6773357166053052, + 0.9954766912544787, + 0.0004668834293854233, + 0.9999999932612442, + 0.9884089681088948, + 0.80421755384911, + 0.9970252604526022, + 0.9847651408421433, + 1.3871928328487631e-12, + 0.9971180668572894, + 0.11318388258177825, + 0.9999956278340403, + 0.9999962512570574, + 0.9893920860135357, + 2.088374712962488e-05, + 0.9957521500471241, + 1.9108570875295387e-08, + 0.01889531415020629, + 0.0071280538583332834, + 0.4595111749412914, + 0.9995736310751785, + 0.9999997911809402, + 0.8772679535418088, + 0.9999935902098118, + 0.9999999998095408, + 0.0054660104855033306, + 0.2513638243690073, + 0.9999281376212251, + 0.01451952234218004, + 0.010954875238739645, + 0.27631767267984947, + 1.015029704321471e-08, + 0.9984189547217048, + 0.0005090786652513512, + 0.9827800602120069, + 0.9999386331858429, + 0.0049694625058347855, + 0.15335600443816857, + 2.2751661375028332e-07, + 0.001623913440704038, + 0.9983025606920416, + 0.9999986863952941, + 0.999999811914888, + 0.0066777113860118096, + 0.9990024448768936, + 1.5130016298855355e-06, + 0.003388407091466977, + 0.04075990255560983, + 8.271207316823911e-14, + 0.999999998598962, + 0.371162369851305, + 2.7287649630666223e-07, + 0.6782701425284876, + 0.22055951423043635, + 0.06393205088108694, + 0.9943102358341701, + 0.008164691777154691, + 4.198975407835963e-09, + 0.09356763088871242, + 0.40332652738382196, + 6.219188238300987e-07, + 0.9996178175673537, + 0.03312327606076058, + 8.832966432406274e-13, + 0.012431548753754264, + 1.9351868139461005e-09, + 0.2065597888744507, + 0.9899983873644854, + 1.2319898940159352e-08, + 0.08376955514421551, + 0.9999949134820905, + 0.07838849690042869, + 0.7749899684412316, + 3.7551342761914466e-05, + 0.9999151819371316, + 0.016843735990217327, + 0.9860381067412862, + 0.014198412115083759, + 7.295263247164468e-08, + 7.014899276479278e-09, + 0.00016187531573628384, + 3.136406473775348e-06, + 0.7566396215061819, + 0.9999901835805616, + 1.188940759057053e-06, + 0.9940815177867737, + 0.9992058685492587, + 0.9999992799124434, + 0.061018113797804835, + 0.9993835075417001, + 5.5347904347575056e-08, + 0.0009109311927523739, + 1.1553232612676257e-05, + 0.999999999923907, + 0.9998969077932568, + 1.1561128027498858e-12, + 9.979487697873948e-05, + 5.3036937605565296e-05, + 0.919815185000319, + 0.7948538037059172, + 5.545752411433674e-05, + 0.1824489547764571, + 2.024081112384886e-08, + 0.999999927761298, + 3.381298710476814e-11, + 0.021431406459728495, + 2.812432881834595e-08, + 0.8895887536395746, + 1.1121468824222045e-07, + 0.9171143469631761, + 0.00013117390000264947, + 0.0006567696743542466, + 0.8215800010928129, + 0.9864363226648064, + 0.9814482454947655, + 1.3136730953135743e-06, + 0.029954097206729917, + 0.9765758675263303, + 8.862769799487334e-10, + 0.998134323799707, + 2.7561165358388316e-08, + 0.8182456892524852, + 0.7778704627089971, + 0.0007432556104945262, + 1.72842596672948e-05, + 4.974425348112529e-13, + 0.19830627069543974, + 0.0001571948479670658, + 1.454696714242072e-09, + 1.1578809136059537e-05, + 0.9999999447504446, + 1.0380646871196865e-05, + 0.7614094023536148, + 0.9211415686192138, + 0.04033813372269043, + 1.0188044160326237e-07, + 0.9770827548153014, + 0.0007609300334770208, + 1.5003678111575175e-06, + 0.13064876401904452, + 1.490893626431377e-17, + 0.9933335758373493, + 0.05689211650111981, + 0.9999997821536397, + 0.37413669884248874, + 0.003998142561917461, + 0.5236352550507434, + 0.9999990006793283, + 2.067825999508326e-09, + 0.9943353124441661, + 0.9807939611832684, + 1.3544407083470519e-08, + 1, + 0.1452498463229466, + 0.00461038874361224, + 0.4956209947765252, + 0.9925423954320433, + 0.0009082195995200403, + 0.09540551954081386, + 0.8502360013246144, + 0.9999048764613249, + 0.29887621287059646, + 8.958203376359473e-18, + 4.759110739946896e-08, + 3.5112362874744195e-05, + 2.1164819888508463e-11, + 0.15417844663735453, + 3.2758102815546435e-11, + 4.866469227729136e-07, + 0.6749233233038581, + 7.741024301553022e-12, + 0.9999999995460985, + 0.9953680778749883, + 0.850343095662872, + 0.03424930997387284, + 0.1698940536313147, + 0.2821988242087072, + 0.961294954088918, + 0.9895052527692524, + 1.2897676255465643e-08, + 0.6964252649463553, + 7.346246809190166e-10, + 2.314814708388187e-05, + 5.917242849970073e-08, + 0.9999996930806478, + 0.9999581550998783, + 0.00013076036157363537, + 0.1550919842743954, + 0.9993723631422684, + 0.9999926059124961, + 1.4000764887189829e-05, + 6.606654830836285e-09, + 0.9999999988532322, + 8.515737581712668e-06, + 0.0005495938333469163, + 0.9998365848570465, + 0.02168950324480917, + 0.9996271565299713, + 0.9854667806368738, + 0.913489895709267, + 8.321178881455449e-06, + 0.999999956738896, + 0.9969079237893775, + 0.7537892729855626, + 0.9999999999998302, + 0.0009012768392067193, + 0.9998749928442197, + 1.677865444627134e-08, + 0.9981174148660354, + 0.009824218587357443, + 1.0841653739972933e-17, + 1.263373646647363e-07, + 0.0008739935566923907, + 0.08169072166294866, + 0.999999999999816, + 6.623133982395088e-09, + 0.9781926082540281, + 0.26492715460287314, + 6.73233540140496e-08, + 0.7087384303396628, + 0.9999999999631152, + 3.3707501239300773e-07, + 2.37664867206506e-09, + 0.009789874364988458, + 0.11042121414173302, + 0.999854884187042, + 0.8504137687522072, + 0.030854036918770086, + 0.9999952720343486, + 5.646901556165159e-10, + 0.9999999999767687, + 0.13664992639337176, + 0.00023468408557738823, + 0.9706147294461149, + 0.9791657908282758, + 0.9899913368495895, + 6.068183267286558e-06, + 0.8028278212921585, + 0.00043410971796876345, + 0.9999988950407713, + 0.9999999945515347, + 0.9994813689442668, + 2.1658491706834654e-05, + 0.8529412139004278, + 0.8832784831051508, + 0.1147574670254104, + 0.0011919275236610476, + 3.176337159318079e-07, + 0.9999999999999838, + 0.062357291999296176, + 1.0556388943303624e-05, + 0.999999999999995, + 0.9998015582262617, + 0.9989805710435656, + 0.5510750286481884, + 7.147282866342474e-05, + 8.481732650481739e-13, + 0.9984362923314236, + 2.7187732525701724e-10, + 0.0005140267341122251, + 1.4647739407590333e-07, + 0.02138993438970968, + 0.0011722950683425958, + 0.9743360738921135, + 0.9999999998410598, + 0.9999999999999999, + 0.9935045258772933, + 0.8345163013001501, + 0.999971260922887, + 0.9984446846277987, + 0.06402864486034202, + 0.9977447201391139, + 0.0036880146599176503, + 0.9995507557527497, + 0.8916186847520483, + 0.9151003912343079, + 0.9998094536835963, + 0.9997678945950194, + 0.003332111985372262, + 4.097897664008801e-07, + 0.9999999996387746, + 0.0005843564848828945, + 0.9991221236780296, + 0.9999977585550033, + 0.9999995133080053, + 0.976420877771018, + 0.8456305952245305, + 0.9355398272371067, + 0.8425533069350906, + 0.9996662220515647, + 5.738337489049054e-13, + 0.38095436746682204, + 0.9999999733897652, + 0.0015166589007208574, + 0.9999997207137805, + 0.9999975168712485, + 0.00015824788034530924, + 0.5545726771194671, + 1.5181287331376482e-10, + 0.9992403970561226, + 0.3261181975129048, + 0.6524138995985679, + 0.8500874157565003, + 1.9191472331476264e-07, + 0.9736629368171182, + 0.9776133101189973, + 4.5652626088225774e-05, + 0.9999999997050454, + 0.9955836477938934, + 0.10988871790054534, + 0.9998219779806073, + 0.8594231474539289, + 6.7221669474261646e-06, + 0.8715772483136389, + 0.45150852380164114, + 0.1585797614962494, + 0.562574714665363, + 0.12323823593877627, + 3.5813739764248253e-08, + 0.9999999999999982, + 0.9999999914359944, + 0.0003459237748984672, + 8.598430251788028e-08, + 0.9929356559187261, + 2.970338408392549e-17, + 0.009564214531975337, + 0.9998618018884299, + 0.8327381714234398, + 0.9999999976397024, + 0.9679406262532354, + 0.9999682022188418, + 0.020334334992968307, + 2.4501687993262465e-10, + 0.9999999999130025, + 0.00019216209853126386, + 4.294505200210574e-10, + 0.002868930302715898, + 1.585978805465622e-13, + 0.9999999752418871, + 0.9999999999999987, + 2.2301094939606257e-12, + 0.010427057403110255, + 0.9861873913602878, + 2.4215267308068863e-06, + 0.36017545388791783, + 1.3672076752480345e-07, + 0.999989339375111, + 6.760769937357544e-10, + 0.9998391161964255, + 0.9999999897611276, + 0.0004074481724820145, + 0.014838644014503393, + 0.9762280933117807, + 0.9998448118601998, + 0.9999987336215939, + 0.9999999955697279, + 0.9966658982084521, + 0.9975870336721714, + 0.9999999332555525, + 0.7539665084953766, + 0.285991944402136, + 0.8754058794578662, + 0.9999991260098492, + 0.9821882925879755, + 0.993524371734504, + 0.34300214323634765, + 0.9905988157111139, + 0.00012751268284382433, + 2.6726270921808156e-10, + 1.9044926195053103e-05, + 0.02123960636888129, + 1.1273680543387881e-08, + 0.11801269300699378, + 0.9992640875359021, + 0.10603577756545397, + 0.9999999999998854, + 0.9999997533919243, + 7.893588185384794e-07, + 3.613926538011072e-06, + 0.2177969542661693, + 1, + 0.009843323595914518, + 9.767425364139406e-07, + 0.00018141429464746408, + 0.9999825356860147, + 0.12498671288367807, + 0.999999046156499, + 0.9910794145381032, + 0.26035193659771866, + 1.9108343797536947e-15, + 6.657076821977399e-11, + 0.11338150977096936, + 0.2390949308003101, + 0.0001574157431448895, + 3.3097062388904236e-11, + 0.017902974249033893, + 0.02856571034555138, + 0.03586285085544506, + 0.9534700324204667, + 0.9875661626096447, + 0.9999989893625295, + 0.9999759537776043, + 4.2551351383202923e-07, + 0.9422893114069707, + 0.0700976639340886, + 4.017468130050203e-07, + 0.9828341785997461, + 4.71850455415288e-06, + 0.9998097606192607, + 0.002866403664546953, + 0.8548881764843632, + 0.9962059385115271, + 0.33168882292963936, + 0.9999999999999878, + 0.9827634429364085, + 0.00650253153709362, + 0.0028763247190194603, + 0.9994939177982642, + 0.0004967008060169243, + 0.999999569287527, + 0.46580242880336914, + 0.9999999653436372, + 0.08398058220114914, + 0.057782382036330876, + 0.9999999496182054, + 0.9959837693653645, + 3.40482460230984e-06, + 0.1899212859420199, + 0.006617534847715938, + 0.00016333060348484868, + 0.9999982079239684, + 0.9991147306852394, + 0.9999999807659735, + 0.9994971825314564, + 0.9999914369416686, + 1.3808578995897124e-05, + 0.0001234104969281964, + 0.9959112690325391, + 0.20487240456335098, + 0.4913755787630018, + 9.378392623247589e-14, + 0.9662519903577456, + 0.614626100880619, + 0.019023604257288794, + 0.9977470091991208, + 0.9999998198007817, + 0.003429821227562999, + 1.205646308216036e-05, + 0.0007081105005617199, + 0.008772003443909658, + 2.9882791904456252e-06, + 1.4182145876906928e-23, + 0.04478537294922236, + 0.22166658732754246, + 0.04288595591133197, + 0.999999792537745, + 0.0002537960172334573, + 5.85354528365303e-06, + 0.9999999999276621, + 0.9846159610254275, + 0.9999998748308214, + 0.12935703756123804, + 0.9622826026686392, + 0.10220176559020315, + 0.9853026638448183, + 1.3728696788747674e-15, + 0.5474895702780056, + 1.4121983410079763e-05, + 0.006505325719899986, + 1.2475279674398261e-08, + 0.9999999999999317, + 0.9998432621303417, + 0.7446184166396264, + 0.06650593474712958, + 0.9995757293943728, + 0.0007951557592038008, + 0.6411840497409388, + 0.9976521147655929, + 0.9999999952932722, + 1, + 0.22909372018364513, + 0.003585245875930195, + 0.19170398884951573, + 0.010782410578482836, + 0.9999879925786654, + 0.2651329355867889, + 0.9478976179427984, + 0.0002713204111374654, + 0.6899343176870101, + 5.738932946611008e-12, + 0.3826506745485335, + 0.6977781370774526, + 0.0913680298118367, + 0.775690356530584, + 1, + 0.9999999999999927, + 0.03657099175524214, + 1.5621187211902248e-06, + 1.2454552230906968e-12, + 0.9999960143338358, + 0.9983033203874971, + 0.31919213547090286, + 0.9817240135286659, + 0.001190439173126735, + 0.9999360899643989, + 0.9999950538348923, + 1.770697505304689e-06, + 2.4229024060038312e-05, + 0.999999993945285, + 0.9996422663290083, + 0.9989814107125524, + 0.978488978840324, + 2.296548926901013e-12, + 0.9898818701777835, + 0.31783062479103036, + 0.6745807057506489, + 0.9813673899658376, + 0.3336245634816882, + 0.9820397758354039, + 0.999970732952553, + 0.9986864601897127, + 0.9999999963958571, + 0.9618586456101097, + 0.9999962848596352, + 0.17113145153581633, + 0.9997179859860331, + 4.582025157569003e-15, + 0.7403680260177943, + 0.005380505073753449, + 0.857612591296441, + 0.9999999974719674, + 0.9955886885628482, + 0.005690801055258219, + 0.026920757949026368, + 0.8905734963469041, + 0.9046645175209949, + 0.9999958388723273, + 6.507132039913459e-11, + 0.0053783598792529665, + 0.011132169741459034, + 1.8319457777058597e-09, + 1.8511398203563667e-11, + 0.0002305038072046052, + 0.9533320325845456, + 0.993082033023834, + 0.0009260697932297291, + 0.9831853625168423, + 0.06299430637502287, + 0.9999999986957706, + 0.004848300031668026, + 1.1203916876671252e-06, + 5.498600966318621e-05, + 2.0773193894228782e-07, + 0.9995791736117549, + 0.14276201499024926, + 0.9999989224728334, + 0.9999343686603954, + 0.0116204756413439, + 0.14207421253043798, + 5.235317119201155e-10, + 7.802099137144171e-09, + 0.727891841228837, + 5.835314655135723e-10, + 0.0415265427709691, + 5.128134229792649e-11, + 0.9973951788612364, + 0.2330410259042964, + 0.8211772842383422, + 0.9978752201575724, + 3.1891232818142706e-07, + 3.417161268702528e-09, + 0.00023444105342595317, + 0.677576903949498, + 0.9999272291642834, + 1.06581877006119e-07, + 9.420318475147555e-07, + 3.1567161042782934e-05, + 0.07632289725380145, + 7.376014788352597e-09, + 0.998324135337464, + 0.08921165166002343, + 2.596754549970385e-05, + 0.9999554794793597, + 0.9999999517941394, + 6.44936522561622e-08, + 0.9963562959542609, + 0.9996758639334217, + 0.007813694929928422, + 0.9999993549490458, + 0.9999810375895545, + 0.3817161946721565, + 0.9998854688541766, + 0.9950072989532452, + 4.665305789203886e-13, + 1.576701066645923e-11, + 0.9999992777018138, + 0.830073493574494, + 0.9999831419401621, + 0.9999999999651474, + 0.0012151199285085183, + 0.9426460024181748, + 0.0008115940104016688, + 0.8934467243856377, + 4.850681331240981e-09, + 0.9997699699719894, + 0.2337053715699486, + 0.7693622770822016, + 1, + 0.18919163852027857, + 4.837853641374803e-12, + 0.9999999636176959, + 0.999889755244916, + 1.0268440409254602e-13, + 0.8773982337377639, + 0.998847604280494, + 1.0375631867302682e-07, + 0.002032457650498313, + 1.0704715179094688e-07, + 0.0004442500451994027, + 0.9875826236977404, + 0.3816217882349049, + 0.004693757475577914, + 0.3351447870950324, + 0.9998929833825846, + 0.9892996648855104, + 6.493650799120211e-06, + 1.9741127746631274e-14, + 0.03817958754346676, + 0.04491844869061994, + 0.5899218080894619, + 1.234290442422399e-09, + 1.2262320058586027e-07, + 0.05537303229406013, + 0.0008215438514968462, + 0.9999999998935079, + 0.999999979925912, + 0.9308646866572811, + 0.85196893726004, + 0.0003513733004175492, + 0.9999970361537133, + 0.9966879444910436, + 0.1879218309336643, + 0.9999999999905033, + 1.9457875850651602e-11, + 6.985691253664087e-05, + 0.9927502080114134, + 0.9949019128407428, + 0.09050616683024447, + 0.8744654027737845, + 2.325414525127055e-14, + 0.9999561363761181, + 0.9924198678671735, + 0.07564505568854177, + 0.8931441065529326, + 6.0634239788680376e-05, + 0.9999993105100937, + 0.18353060373033817, + 0.03460802726308066, + 0.9999988273653834, + 0.007716594295085712, + 0.959787619258259, + 2.7900590283069373e-05, + 0.543383138580217, + 0.9999975714437355, + 0.9929226034690742, + 0.8096957840164892, + 0.8433297783171485, + 1.33676502428327e-05, + 1.5213640238410808e-06, + 3.8686588795648344e-08, + 0.999998528310462, + 0.006181892552652679, + 0.9531005148263202, + 0.8168585817080356, + 0.0016376143158393316, + 0.08530903262668695, + 0.14290546432949036, + 2.5169523517579143e-05, + 6.001377769897762e-15, + 0.04255555754672454, + 8.459865210695041e-07, + 0.9999988364779794, + 0.05834759910435703, + 0.9999929783002838, + 0.0003671293626233731, + 1, + 0.9999999999999538, + 0.9999978223192404, + 0.999930215268617, + 0.9996164141378218, + 2.650426404420997e-05, + 0.9999523505497541, + 0.008495552304780985, + 0.9823061758347261, + 0.3717296316276273, + 1, + 0.9961488048417078, + 0.9999999995157071, + 0.88211363527467, + 0.9999999998898996, + 0.580337312988325, + 0.32385585892918956, + 0.14938463682999445, + 1.39941753453627e-05, + 0.999999992171646, + 2.7212944007291123e-08, + 0.73799845849675, + 0.9854735390610309, + 0.999982216224411, + 0.057601448329614606, + 0.00010914918263680041, + 0.11224133545459491, + 0.985549413886058, + 0.10809389617026605, + 4.021083783339259e-06, + 0.9996023698431361, + 0.4318788372109719, + 0.0011721573922185014, + 0.9999999999913232, + 4.335346103848952e-16, + 0.0016522535692479136, + 1.0430470215830506e-05, + 0.006367655771863108, + 0.5888598482079408, + 4.490252081285367e-07, + 0.3712750912958312, + 0.9935955690687801, + 0.9786917910469106, + 0.005894688093365022, + 0.9999998514279881, + 0.9999997117213786, + 0.7929651521274476, + 0.9999999999962114, + 1.1416806687187885e-07, + 0.6408787683281977, + 0.9999974938539762, + 3.468767583998034e-05, + 0.004218766519489782, + 1.8756386508818704e-09, + 0.0019717883885038813, + 0.9999999926813792, + 0.9299604097783315, + 7.344070925425658e-05, + 1.4754295789228876e-15, + 0.9956022663008839, + 0.9999999999997083, + 0.9915146444001447 + ], + "y": [ + 2.883992052061763e-06, + 2.9119792467480267e-07, + 0.0004886504311752182, + 0.053928017519656084, + 1.6342686177794927e-08, + 5.354314285052445e-06, + 0.3863527284185293, + 0.10483723377016879, + 0.2978830921419358, + 4.017838235648893e-12, + 0.25203836163500626, + 0.0017370416114326132, + 1.7525613723970124e-08, + 0.30542341160652736, + 0.0026227487668039995, + 0.043918429648078613, + 3.3389740141605616e-12, + 0.3554096874056874, + 2.3187444596491876e-13, + 1.638648736926476e-06, + 1.3474408123511123e-07, + 0.18588294587488605, + 1.6912261099006353e-07, + 2.961141203608043e-06, + 5.151430095690854e-14, + 0.0005584145398087531, + 0.00823683968787544, + 3.950043091341834e-10, + 0.49351655955637924, + 4.505843888009261e-07, + 6.060612851483232e-06, + 0.010158082488665784, + 0.40018092799905436, + 0.5917082164881255, + 1.9963483565343445e-08, + 0.4957965470302172, + 2.739876929872657e-06, + 7.456356268727571e-08, + 5.633999415962991e-08, + 0.3832847654423124, + 0.0007231570408702531, + 2.1069258672804857e-11, + 0.30556893403801366, + 0.8039918827873495, + 0.27800031512363255, + 0.6090209989352221, + 7.945276537272997e-05, + 0.01074028523565498, + 0.04472210681345554, + 1.862690399983051e-11, + 7.258031203645538e-08, + 0.3172363068843506, + 0.24843281362710706, + 0.0007980871675933406, + 0.0032504608769334327, + 0.0012655075411186442, + 0.0005928969477008815, + 0.04678833792687594, + 1.851956178759825e-09, + 2.7479855002027263e-08, + 0.0006116221208055122, + 0.034319772305439665, + 4.168482889893365e-05, + 0.0005635764498178063, + 0.39745690845762344, + 0.15898822534251333, + 0.8270398037395521, + 3.6538964662816776e-08, + 5.226352096325347e-07, + 6.983483115164838e-06, + 0.08994076035385251, + 0.00015561251711053496, + 1.7554726022518978e-14, + 0.01579830785516587, + 0.3003128528968102, + 0.173515436011443, + 1.7342844242591801e-06, + 0.05542063685553528, + 1.4193672310231719e-09, + 0.0005716329750975565, + 0.016199593324142496, + 0.9847342591262647, + 0.09317115944995848, + 0.055127689588467546, + 4.025660318294434e-06, + 5.473348486523398e-06, + 0.08393253033722402, + 3.865671601993601e-18, + 0.3065507445413775, + 0.6602712927317067, + 0.952896461438915, + 0.09241954204400392, + 1.2010873639486952e-09, + 3.923868337810529e-19, + 1.7201314249769134e-05, + 5.9842017021946184e-05, + 0.9568586376409114, + 0.04773307742982083, + 0.9030630648954564, + 1.6440968108762835e-10, + 0.9881593791022855, + 0.004541939275121502, + 0.43632273945055344, + 1.576781049015023e-12, + 0.3103499633750304, + 6.411407062218726e-11, + 0.025522507345173306, + 0.4571267524537508, + 0.007372920847753785, + 5.415841091513253e-05, + 0.17535522490713698, + 0.6200191264434401, + 0.016776374536828134, + 0.010542268407974183, + 2.1690101605347877e-06, + 1.0230398328057887e-09, + 0.0017851077753867095, + 0.6253074729785588, + 0.16781170692420921, + 0.6762603767849725, + 8.66880028283023e-06, + 0.21019379776941224, + 3.7813836259011304e-08, + 0.8721801981450366, + 0.017310576690347836, + 0.08400564888995936, + 5.411089637058862e-07, + 4.358017399964682e-19, + 0.00018874954756573398, + 1.8846503518329886e-09, + 0.2531080346945499, + 0.01435154616115679, + 0.7578071705353455, + 6.594121031496375e-11, + 3.066816400082862e-09, + 0.0014781564386499696, + 0.0017359314553660288, + 0.9817571633132972, + 1.5733184874922337e-05, + 0.001054798150957872, + 0.42659899883553043, + 0.06717314746167462, + 0.9999824369833827, + 0.8064801128468383, + 0.0003631015956025023, + 0.013477536660972438, + 2.6259594944342682e-09, + 0.00286074164587085, + 3.840883379146005e-09, + 0.9189979307229998, + 8.724978050663281e-11, + 0.5510238190848352, + 0.13663325509845306, + 0.9814725813798816, + 0.012835184878068678, + 0.009652639865233034, + 0.7313004772125407, + 0.9878285126170646, + 0.08531125130716227, + 2.7140407146968745e-19, + 2.116102981142153e-05, + 0.6820828816673739, + 2.540385782266254e-09, + 4.2597038983189234e-05, + 0.01912914599774232, + 0.12064744814660706, + 0.2007846725736386, + 1.1682038055798687e-05, + 0.0004929443830967566, + 0.16142153493910513, + 0.6927284739856348, + 3.2058029824365935e-05, + 0.00013735397818589003, + 0.06062472414636901, + 0.0019479560282073094, + 0.010645742664139764, + 0.7229402747646713, + 1.1935727547838056e-05, + 0.030177115116537596, + 0.004069548713743714, + 0.0013714557769807785, + 0.05232293584227513, + 0.0008734291150384993, + 0.5470262258664031, + 0.49014059909128643, + 0.0011698976091428313, + 0.04405953695042731, + 5.367662930322675e-15, + 2.019371010252498e-05, + 0.22533818736788364, + 5.059268018347147e-06, + 4.885818190303836e-10, + 1.1792620198547909e-05, + 0.009205379916357507, + 0.910976440655284, + 0.8159997351828293, + 0.00062540312493935, + 0.08347012007977372, + 0.009147844851105758, + 0.08663018711441403, + 0.002996441059911982, + 3.6324678453942434e-05, + 3.4563821832606678e-12, + 2.22479245775409e-06, + 0.023570242092679203, + 0.1831008641551292, + 0.0007593709187518556, + 0.004809647339165209, + 0.02661901341546685, + 0.17308584817846936, + 0.05623969765134766, + 0.002001780506962734, + 4.0401602302377607e-07, + 0.4260370990247068, + 0.0024566613995594174, + 2.3193032675409715e-09, + 1.455454643354797e-09, + 3.306294726977306e-06, + 0.9621126135155146, + 0.00046691341445514594, + 0.0009335877397475439, + 0.03429196689427614, + 8.79808258676468e-05, + 0.3058276071775107, + 0.005010296880756728, + 0.005455948650352998, + 0.832092425446453, + 0.20485220115589178, + 0.0041953576278752625, + 8.7827809113869e-06, + 0.5167794713797388, + 0.19235527847515627, + 1.1573747718018387e-12, + 0.0012573291134755054, + 0.010754134378297649, + 2.865761181068636e-17, + 0.04334703469063071, + 0.5840313865057917, + 4.4971159828695086e-05, + 0.593556000875774, + 1.881556129389606e-07, + 3.004983175786254e-21, + 0.028550106750007673, + 0.023479833736140016, + 0.06433307293564373, + 0.7083321561163444, + 0.09065283157396309, + 0.025470129927617713, + 0.3325937405849398, + 1.2542709044843595e-10, + 4.797670819273574e-11, + 0.027898099997068524, + 0.0021599826479445335, + 4.288061274528428e-12, + 0.0166428144863479, + 2.8714235995204517e-11, + 0.16700238695824407, + 1.9222505329269396e-11, + 0.0012901050998255091, + 5.816198156100353e-06, + 0.11494525454586958, + 0.00014495244820804173, + 5.1965869237786914e-05, + 8.484679612832396e-07, + 8.196594168508185e-05, + 9.971927695141626e-10, + 0.005116908894983404, + 0.012057191686552752, + 7.788006642241452e-12, + 1.3476838815206954e-06, + 0.179869822021733, + 0.009700775278663285, + 5.8965825532273534e-09, + 8.791528792091479e-06, + 0.0001923946224825868, + 0.7681518469476317, + 0.35413956480716724, + 7.522966424525629e-39, + 6.682227508998666e-13, + 0.8881060918187593, + 0.9999159183515857, + 1.5287868958169778e-06, + 0.00096356249670228, + 0.000503078408241989, + 0.6478452100541796, + 0.10509240044197171, + 0.0002850477000508047, + 6.292508482614163e-05, + 6.824443935633372e-11, + 0.005705222646866366, + 0.02033152858341172, + 8.972874964473141e-23, + 0.07107326786246809, + 0.0004980981937029803, + 0.17056783005022774, + 5.205747814135745e-13, + 0.719721289271129, + 0.0010978001101328134, + 1.1632191696919047e-06, + 0.01715509285409933, + 0.2903735458375506, + 0.16331846122206153, + 4.242664544001054e-07, + 0.000712168399549902, + 4.754448689268302e-07, + 0.07307646175521611, + 5.327464570905556e-09, + 0.32659279774022887, + 0.07374277650129442, + 0.4617998595207737, + 0.7909681611467009, + 0.01324130567928128, + 1.1172681231673185e-09, + 2.6969240497211743e-06, + 3.2638164697935418e-18, + 0.048612718574064816, + 5.1742780017100865e-09, + 0.005148125088913826, + 0.005000714983246159, + 4.3010570162970683e-20, + 0.7190476633000864, + 0.17329446225064665, + 0.11437715368832059, + 0.0015533068872256917, + 3.3880779370352227e-06, + 0.10127701488327369, + 8.931118707950447e-09, + 3.22631215576307e-17, + 0.22145375202600717, + 0.00018898451821641778, + 2.297847365019622e-28, + 0.01325325430225775, + 0.9970810735264839, + 0.35873178402874634, + 0.2853651858825599, + 0.001085857884694292, + 2.874405088620128e-11, + 3.5494754382547974e-06, + 0.19512368158017965, + 4.571687145426927e-13, + 0.9917154195778283, + 0.0008410463262049864, + 4.1844204656850745e-06, + 0.014091834812985878, + 0.16226105872210986, + 0.23360064755545418, + 0.00017084793749428184, + 1.1803720094743849e-05, + 0.8335628155807207, + 0.0006632302023642794, + 0.890674412134246, + 7.821227297342693e-05, + 0.047500418245963065, + 2.076230188900006e-09, + 0.028841120314185294, + 0.002135395508824381, + 8.791337375549581e-11, + 0.3565824175820617, + 0.012543707479496144, + 9.676841058844168e-13, + 0.006994739048711697, + 1.3663244436091094e-13, + 0.7785203587282832, + 0.9452238258059368, + 0.03348513782913645, + 0.050613803315307064, + 0.0007203273634497641, + 1.122065541376287e-11, + 0.958125993878291, + 0.1061027506673246, + 0.0015540633634633617, + 0.7036114665313347, + 0.0011779121498253786, + 2.08811179824628e-06, + 0.39557283006052457, + 0.005545114882847214, + 0.8670359451224913, + 2.85457161196602e-20, + 0.8988195321747684, + 0.17626561714218478, + 1.6491625868474026e-05, + 0.8229775332896642, + 0.1977071625825792, + 0.0015049409515544069, + 6.543797506170647e-09, + 0.00011745292570152913, + 0.9978463890223274, + 0.32040566054657144, + 0.00015234207859282593, + 0.031139441648320432, + 0.592979884302459, + 0.024735187096086686, + 0.20498595740427858, + 7.904666691692783e-08, + 4.670959710524539e-10, + 0.00018213007532792187, + 1.1970670229620235e-13, + 0.7499774147724245, + 0.6400928837636369, + 0.0007475920088662304, + 0.0023502911279941626, + 2.5968051830498033e-05, + 0.6458841877174354, + 0.26959781390715915, + 0.021706833165644587, + 0.13071728008961828, + 2.1963948187825307e-05, + 2.8630589505369424e-05, + 2.766868018476386e-12, + 0.006640232600663268, + 0.1496053515472035, + 3.401132097296841e-05, + 0.14782418124781088, + 8.355234350872838e-09, + 0.025325436914040107, + 0.12044184325804762, + 1.9935841505768556e-09, + 2.6194208457773113e-49, + 0.3369477959105559, + 0.9370516031227215, + 7.344445669976137e-05, + 0.16261915858597814, + 0.04357770984078278, + 7.329550772264141e-07, + 0.06557656006982965, + 0.001977189373482025, + 2.612442162548307e-05, + 0.8002539472166345, + 6.0627081696810206e-05, + 0.27819375926573464, + 0.011686533038396158, + 2.980303808522294e-11, + 0.5352427644660789, + 0.1978111864075757, + 0.9970722507339231, + 4.778033718405342e-06, + 1.0308790096492517e-05, + 0.8579062861638519, + 0.004931799414803381, + 5.41813801823584e-05, + 0.23648530028781237, + 0.13960921197354872, + 0.47647725916542416, + 0.05399492094155749, + 3.6712605464961836e-06, + 6.748425059087892e-07, + 1.8932253757910526e-05, + 0.30183713924558037, + 0.11555032563887926, + 0.702182221753792, + 0.0023886177097129915, + 0.14330760418487332, + 0.09979176878623171, + 0.9992462183577078, + 0.030660305655400875, + 0.004648584793676501, + 0.04337675756579741, + 0.002531409799150095, + 5.321646824361799e-13, + 0.04693040562993318, + 5.3523416989615634e-08, + 0.016636439387617927, + 2.0990566194197417e-09, + 9.64758537881051e-08, + 5.5489433020264275e-06, + 0.02903149480483003, + 2.4884825269994297e-06, + 0.00535287544444328, + 0.9996039361734687, + 0.8780821162205397, + 0.029113675046816525, + 5.9258309346423315e-05, + 0.07131887895965032, + 0.2141430294502905, + 3.624286453526116e-12, + 1.9385296958875145e-05, + 0.17159119451540586, + 2.4071532458521716e-12, + 0.5782567415040996, + 0.04453664507575973, + 5.563049403256772e-07, + 0.8473027787543882, + 3.5917819662736266e-05, + 0.00023558438953564755, + 7.300748998219978e-12, + 3.657802325430329e-08, + 2.140567682573453e-09, + 0.08792053286463558, + 0.0015152736091549168, + 0.0014121113530304848, + 5.709792585668141e-07, + 2.359493279418465e-05, + 0.01566573529630321, + 0.520142562966357, + 6.7224725100782785e-12, + 0.0006358145821915762, + 0.015070117736978363, + 0.15540083222329906, + 6.664580785111777e-19, + 2.1625100194233476e-06, + 0.07699356231357349, + 0.0001224216015557835, + 0.007693364138024448, + 0.9809795416453266, + 8.869334819902084e-09, + 0.05683397776283487, + 3.380267466445484e-07, + 0.058442786767638165, + 0.3512099993147013, + 0.06604942037298792, + 0.00037330599296671226, + 0.00014510986230303568, + 1.2552070513370594e-07, + 0.9870681650591592, + 8.453937437182557e-21, + 8.299567569400653e-11, + 0.6848344025655463, + 7.1182029360919585e-06, + 0.9979168586925679, + 0.01328485308573497, + 0.15954667206763112, + 0.8049024081254638, + 1.282218045717204e-07, + 0.9961112034135523, + 1.943643329163646e-05, + 3.461090146724882e-05, + 4.336248915211465e-12, + 0.10809054056190313, + 0.7428674050892075, + 0.1445044490091768, + 0.6271651899304072, + 2.7299445045370373e-07, + 0.0859326305821936, + 0.2407834851274448, + 5.844353181555256e-05, + 0.015792536214196386, + 1.4534372636752855e-05, + 0.42704732831122555, + 0.3073455175000455, + 0.13813473422147096, + 0.1430834717062123, + 0.0006829078131721217, + 0.9921483246521281, + 0.6300774162038076, + 0.382299116599395, + 2.4200272914084204e-05, + 1.2977223548409229e-12, + 0.9768715154874016, + 0.2887821121371229, + 0.1770853723931433, + 4.136645293188293e-07, + 8.790639823467092e-11, + 0.021049593802522092, + 0.21414407706128366, + 3.2254115047940625e-09, + 0.00013035373476244594, + 0.004555445535264172, + 0.0002677253447324758, + 0.19663220196049583, + 9.139702273147941e-06, + 0.8524340311858682, + 0.00012232547823723956, + 8.354635135706189e-10, + 0.010524603671804487, + 1.0165991330864353e-07, + 0.027976319368114066, + 0.2803240618049781, + 0.0007161090680869595, + 2.4788152196846876e-08, + 7.112374980672888e-08, + 2.945889004748391e-05, + 0.003819630713332411, + 0.06418145740926387, + 0.047926301961512194, + 4.532178132806809e-08, + 1.9718461638085294e-08, + 5.384674865938481e-06, + 3.4044018592292074e-09, + 0.0038408497537654332, + 0.0002371171649247332, + 0.0015215459050359876, + 2.824838171178555e-07, + 0.02485833303711441, + 0.0008383371190557772, + 0.004400882692396517, + 0.49698657746775016, + 0.005734237641970588, + 0.3853279814196683, + 0.12101506240427455, + 0.3258424216826996, + 0.0009307741198808925, + 0.3720769318493449, + 0.00010640339680892519, + 4.916291857807056e-07, + 0.33819906050797255, + 0.9536288063717059, + 0.0018276684482259364, + 0.019854601616045225, + 0.01078977446683245, + 0.12038365750887574, + 0.1983974872863735, + 0.436054012418322, + 2.726795213740025e-05, + 0.010306211358415019, + 0.2113204010999071, + 0.07819773260341635, + 0.00011920815621570182, + 0.8957186034138787, + 2.358799408595743e-12, + 0.0002730741093737483, + 0.993907640508585, + 0.7049108096237513, + 8.617690321151911e-05, + 0.00023548398530282545, + 0.028102841820221235, + 2.1726812948594713e-06, + 0.010785856039257627, + 0.00022051509485330987, + 0.08270703290929299, + 0.9978181756995627, + 5.452956171109685e-07, + 0.9615095678818126, + 0.1597667619169859, + 0.35779578981476584, + 0.17046719675304534, + 0.13138063624664362, + 0.2934988894865499, + 6.571836250206896e-09, + 0.015118688795202735, + 5.26610198232263e-07, + 0.3577106338833083, + 0.3988316438888547, + 0.013296213535650931, + 0.4796192126478618, + 0.29467766676420354, + 0.0011124244045293912, + 5.211429518032226e-05, + 0.00015885280035631282, + 1.1645176007953573e-06, + 0.5966114032445182, + 9.269856286534953e-06, + 0.15429277719375545, + 0.24421800019384013, + 0.5807310498026715, + 0.2663218291296551, + 0.5683857430804992, + 0.00017826732131962273, + 1.333961253086736e-07, + 7.068398481825123e-07, + 3.84411494380164e-06, + 0.175893859093245, + 0.6484901183179359, + 5.955144376073137e-11, + 0.0002459255939532855, + 1.2762138401498879e-14, + 2.4271453775543743e-15, + 2.3491433657714282e-06, + 1.8209153028383105e-14, + 1.5343050772199347e-05, + 0.742607996130597, + 0.1705774891189026, + 2.755758317550774e-06, + 2.1018814110352505e-10, + 0.0778897019392824, + 0.00041421263212018796, + 0.00809997812039493, + 2.4766377943641216e-16, + 0.21431353403966466, + 2.0928742877273192e-05, + 0.002181055888525881, + 0.14890476973773858, + 0.9776309043909893, + 0.3057037241610045, + 0.008191003949891529, + 0.4034441830148262, + 0.004442125867061645, + 0.23940877797332424, + 0.17158078015830222, + 1.1072832748691463e-06, + 7.839473692255861e-05, + 1.8184290863297984e-07, + 0.18157007573354955, + 0.6545040041655847, + 0.0008301772768498663, + 0.12771730542469076, + 0.9514078714032256, + 0.0020564434412262485, + 0.060540486237856704, + 0.00010243139812726935, + 0.02924042742813026, + 6.928028508337246e-08, + 0.0008553465426979479, + 0.8547290390378189, + 1.0897690519328155e-17, + 0.014293627035641476, + 0.20978024788259902, + 0.7003247613270543, + 0.0047678534761551586, + 2.2427037313158187e-08, + 3.134609625185333e-06, + 0.012783326876117457, + 0.011600203271976955, + 5.797166275435668e-15, + 5.078875823924777e-11, + 0.2573036548988885, + 1.590675593132066e-07, + 5.787595065269992e-06, + 0.9990740127163178, + 0.4662234526842495, + 0.7793038987833807, + 0.9800153408241608, + 0.003980777639245972, + 1.3403088288246017e-10, + 7.36214346686958e-11, + 1.8312227429437752e-06, + 0.0001913862612403355, + 8.010420802284791e-07, + 0.7884228143394187, + 4.384033312861724e-06, + 0.00015241784029716493, + 2.7453038462692706e-05, + 9.750015103743861e-06, + 0.8317059149527205, + 2.610607838770166e-07, + 3.991874425156327e-08, + 0.9068209985846488, + 6.40226123691778e-11, + 2.0157781672384044e-05, + 0.856853090902812, + 0.01677668725854826, + 9.89995748832945e-09, + 9.89130185141561e-06, + 6.726788264333901e-11, + 1.0805281042219618e-05, + 2.058324664040647e-12, + 0.0007793309285840826, + 0.008689122860848332, + 0.09744109952173283, + 3.2059666382092464e-05, + 0.692077211226698, + 3.347636470700856e-07, + 0.1718385791184541, + 0.0009861476139093734, + 5.141798604078302e-05, + 0.001150789427489705, + 0.0006393887253012994, + 2.6146128386684033e-08, + 0.9517814704401183, + 0.010258665791685027, + 0.0019012021898357333, + 1.3461240565499824e-06, + 0.0001164452412666275, + 9.682451027667747e-09, + 6.137091634207818e-07, + 7.4911295742354795e-06, + 0.6434725013194788, + 0.1532552457395203, + 8.537412249099311e-05, + 0.0058817906334122354, + 0.0039930001698110585, + 0.7688885609557531, + 0.280916267315416, + 3.2033404184940173e-07, + 1.3580366584821994e-05, + 1.870784214187465e-32, + 0.1991105211135403, + 0.7096804819071094, + 0.003304666339304819, + 2.2255415107856695e-10, + 0.9963487153138991, + 0.00010269541919099177, + 7.109797588998867e-07, + 0.0023161277350598475, + 0.7307490393876965, + 0.004064242484294306, + 0.3148533553915054, + 0.8379124080106984, + 1.6468620875049046e-14, + 8.014552053703416e-05, + 0.00926741719751043, + 0.004701738027281102, + 8.41042906753442e-11, + 0.013294191978071176, + 0.8702747564153307, + 4.676348024758232e-16, + 0.00023170123574408602, + 0.762134065169691, + 0.08075719304662983, + 1.71355008268838e-07, + 0.4155981303106488, + 0.7832238746411126, + 0.5749883545048746, + 0.05975203615002091, + 0.7617117916675632, + 4.382371911444427e-09, + 0.35171827305975295, + 0.5879410069115536, + 0.02574384815488213, + 0.8766416829535001, + 0.015623125015174984, + 1.4494631940628516e-05, + 0.38709399390311794, + 3.3806088839528613e-06, + 2.5819239327418238e-20, + 0.07374749354682872, + 0.00329918675023533, + 0.004234211575449649, + 3.2726014174475136e-05, + 0.9370256165671754, + 5.965612601576139e-05, + 9.539079388092504e-11, + 3.6894279355120786e-08, + 6.349587381870357e-09, + 0.0012565556321093912, + 3.7583113596812325e-06, + 0.02781489960557828, + 0.1507617237315933, + 0.9523777137997054, + 5.249229013084931e-21, + 0.08911042732608376, + 0.00014226710311675248, + 1.9434578956726325e-05, + 6.0188214138537184e-05, + 3.9332797028650575e-07, + 0.00031258764298716993, + 1.1360100358266675e-09, + 0.021219228223240277, + 0.009305603016762564, + 0.029209115265844972, + 1.061433330715043e-06, + 0.0029199522209175065, + 4.313436238763778e-05, + 0.017401276395541548, + 0.30230025669114263, + 0.0182362642414343, + 0.000969172099781011, + 3.192661547446598e-20, + 0.9087794973331464, + 0.01860067037595715, + 5.779420916590932e-10, + 4.602958276567334e-05, + 0.010058492599618541, + 2.977633137292706e-15, + 0.14620022503452706, + 7.241602679145535e-08, + 5.935541123812558e-06, + 1.4822969241362264e-06, + 0.0018381164527874788, + 3.760605853396193e-11, + 0.10722087075643458, + 9.436296083409135e-07, + 3.202325737664184e-06, + 5.2730737109034785e-05, + 0.3782425796040074, + 0.00021477307863982875, + 0.5170262583277249, + 2.223512287585319e-05, + 0.0021041036874730325, + 0.7831815954780725, + 9.859359199240597e-05, + 0.49265776033265607, + 0.00450438095730228, + 0.9724813488425863, + 0.5186197975555189, + 0.6281065720772624, + 0.003548590683122284, + 2.7530069036395293e-08, + 0.881332718757465, + 0.011791097484547305, + 0.008406969598600546, + 0.7319947135802461, + 0.0001038438034413288, + 0.00016340168763944013, + 0.25595289290688883, + 0.0008087983587404539, + 1.405076392143399e-09, + 0.00031732960034256454, + 0.7562737829109272, + 0.002808748255632101, + 1.3136635853742255e-08, + 9.525989395549494e-14, + 2.3445003523289097e-08, + 0.05098995295549765, + 0.0019120029175298727, + 0.9306270591227634, + 0.5085383762936732, + 0.05696806095162226, + 0.17079257119819624, + 0.09981823617761225, + 0.06061952468218382, + 6.535359284263873e-09, + 0.002962534000470129, + 0.0015479886086815933, + 0.8671058341944419, + 0.43973029228059657, + 0.01337119740086678, + 0.03484435553928051, + 1.1787206110077617e-13, + 1.165635658754752e-22, + 0.8188271109956073, + 0.2600525755406837, + 0.02776786109281255, + 0.7831951405887794, + 0.551475741006285, + 0.9992687125052563, + 0.014527374280869953, + 0.6213013758284306, + 0.9417000436644373, + 0.15033546800940112, + 2.50794996743473e-05, + 0.006183252455135936, + 1.2181258662784955e-07, + 0.07142961396762819, + 1.1491414425138012e-10, + 3.722449576654705e-07, + 0.042466524350466044, + 2.424646811863749e-07, + 8.046111112551918e-17, + 0.9768381093321068, + 5.855925305718777e-07, + 0.7257117248873188, + 7.12231399307369e-11, + 0.02451362575565575, + 1.0962287230156083e-15, + 5.487813315740428e-20, + 0.004484318660633801, + 0.030469022399701826, + 4.957588362145732e-06, + 2.6607168672409043e-06, + 0.00018050755747179008, + 6.027395979173603e-13, + 0.19739670073465304, + 6.311442073026485e-06, + 0.13317872435456507, + 3.0701965190276463e-10, + 2.5258808019023345e-05, + 3.7074662287454654e-10, + 0.9567442225427127, + 0.004280126988174181, + 0.00011229903010842304, + 0.06286956934519952, + 0.005746034242487105, + 0.7311872477489416, + 7.625940358325662e-08, + 0.0002257268363636343, + 0.8675621859128931, + 1.63494523899076e-14, + 0.4202550444931365, + 0.14881553552968352, + 0.00010192619614884326, + 0.0023891640272868764, + 0.026933156533199564, + 0.027320652761541556, + 0.003963531421046737, + 0.2693129550116747, + 0.20230921953542846, + 1.2694406344667597e-11, + 8.850509958582733e-09, + 0.04449468066468338, + 0.7392524214102486, + 0.0013031804925159494, + 0.0007555400701042405, + 4.852303030368209e-05, + 0.829942205896889, + 0.516648968145894, + 0.3161799088617272, + 0.9968419181650937, + 0.9881854771297682, + 0.00010931180756350852, + 0.5186108075328619, + 0.9571130154633306, + 1.0482407943877888e-09, + 0.026204588079277277, + 2.8140766632338153e-05, + 0.014868782865033358, + 0.06215634425302259, + 0.0027696501168629965, + 0.5841764868295253, + 0.3173459590659861, + 0.016117761991219573, + 6.970309241279555e-05, + 4.0448413054282e-09, + 0.9897545428877758, + 0.2807944321841612, + 0.0007292223814934515, + 7.506550665489024e-05, + 3.453510810638203e-17, + 0.001720583751687443, + 0.0524616344079029, + 0.07431812620451536, + 1.1689828141897635e-05, + 0.9963946604279811, + 0.48480891804256804, + 0.012827468658849619, + 3.205744391382297e-10, + 0.05015983659008453, + 0.7183601881594968, + 7.1388702232606806e-09, + 1.7092586809303096e-05, + 0.03268450888220296 + ], + "z": [ + 0.638689008563623, + 1.058121237066397, + 0.3725063445214631, + 0.687369594994837, + -0.8810681732344304, + -0.7121672205062004, + 5.050261904362624, + 2.4847077434076663, + 2.740720485107304, + 0.0460027472934525, + 1.6157692413562963, + 1.190127261381771, + 0.665416998947916, + 4.995451552529023, + -0.852095589511699, + 0.06117639746256898, + 0.23144592255896204, + 4.200586411782645, + -0.21566763754531357, + -0.8729447039663312, + 0.8814088763643835, + 2.579964821294442, + -0.916272409337615, + 1.355472412517532, + 1.1701987091971189, + 0.1398806426458804, + 0.1619662592547908, + 0.5540577750659502, + 4.0734625253075345, + 0.03003598500797018, + -2.1523229384806655, + 0.9780364703895934, + 2.440316057548684, + 7.420501993310255, + -0.33011989433161465, + 4.7462984883709955, + -0.6277065073152069, + -0.28803812828644954, + 1.4185319085479782, + 1.3450389978880444, + 1.2841969564968903, + 0.33802348131240073, + 1.848667692522921, + 6.9646064348242565, + 4.456396178444528, + 5.14470310940949, + -1.152555982942232, + 1.244717394721279, + 0.7857739444204697, + -0.9379255763501299, + 0.21662570120773936, + 2.146610385203229, + 3.5851495346936755, + 1.0693518365490668, + 0.5645108075912775, + 0.374316136658203, + 1.7671170943443826, + 0.4675697066569847, + -1.1818741069012393, + 0.4494741876308569, + 2.0921632707451687, + -0.6715617701314555, + -0.3610459184049964, + 0.4220818025996307, + 3.920664235570495, + 0.6075786730478188, + 9.392255893625993, + 2.320041087406906, + 0.19613668537600365, + -0.9039984549048486, + -0.6495529215149499, + 0.25953210639228624, + 1.1038773433164333, + 0.6331508250470403, + 3.000724688049248, + 1.145882708325124, + -1.0921462898738472, + 1.388957694880235, + 0.913771635579258, + -1.5400134569397577, + 1.7518349114221088, + 10.421413812156649, + 2.3313062396453783, + -0.7908508526004396, + -1.365783898812256, + -0.14891457628243168, + 1.3421097302674343, + 1.7963608229269636, + 3.7715863592289063, + 6.360031650505034, + 8.502595406723257, + 2.154195993159189, + -0.9647054137398412, + 1.6284685547723217, + -0.2842126364640116, + 1.5911804927880697, + 10.247517666468392, + 0.34033528485575004, + 8.511234277128437, + -0.340907875701983, + 10.309910483398092, + 0.12257588896893176, + 3.769415986436829, + -0.16563141030186443, + 3.182076663469454, + -2.128734093773671, + 0.7133931882404317, + 3.591546299820701, + -1.0796031947282072, + -1.686802763001559, + -0.04034024879652054, + 4.844743761322112, + -0.5412572122622091, + 2.05868182160631, + -0.5258579857935985, + 0.17775011649842967, + 0.41833246426019577, + 6.384139916001437, + 1.6006736085160984, + 5.567310004250481, + 1.4510142362820402, + 3.909134621332008, + -1.6826583159843231, + 7.697773390563986, + -0.10670457547352774, + -0.1244813060105977, + 0.5059709645455023, + -0.7282722024066131, + 2.16694356328226, + 1.1905486131900995, + 2.7436543775777142, + 1.1705017249313001, + 8.683972129710764, + -0.5639474873988312, + -0.8162172138738008, + 0.09292462735614715, + 0.8789954390516043, + 9.956632031786391, + -1.5768391503422479, + -0.7922764624412636, + 4.192017124760927, + 0.596065870290916, + 11.972366546623636, + 6.678813186069386, + 0.5092202577918996, + 1.623888474938014, + 2.271449771682391, + -0.37579000672525276, + 0.49142949112903356, + 9.759739664428645, + 0.19548173242578862, + 5.4113929896090465, + 1.8023079404845763, + 7.282479728579131, + 0.8104213388433181, + 0.22270430231429753, + 7.0905298753471415, + 11.925147321890204, + 0.17817849428107047, + -0.4030759890650308, + 1.9917649125028483, + 5.988767511823882, + -0.5501152575326811, + -0.1465994530410181, + 1.0320259421069724, + 1.414276988819384, + 0.7152213785841233, + -0.5320517427466316, + -0.6024249893812438, + 1.5369943041680059, + 7.353128398486176, + 0.41852633618621576, + -1.7746382142665433, + 1.6701882290245462, + 0.2720484062786966, + 1.4909894742353038, + 7.673601074937385, + 1.1014423150112405, + 0.7683164626155029, + 1.3869212433401854, + 0.5359651937875863, + 0.42531411197984725, + 2.281169011597267, + 6.3592993809439236, + 5.475150411917277, + -1.2646054404469076, + -0.8477122479592647, + 0.29271548214190707, + 0.14572313486926605, + 1.6392593086705203, + 0.14103329229224348, + 1.588626932929414, + 0.6955204007522842, + -1.0489547105891632, + 8.998255579409898, + 7.355030870975733, + -0.38144588515916766, + 0.4210855351680945, + -0.3861671340929476, + -0.3888335008292545, + -0.0976902709190703, + -0.5602443900627705, + -2.929448689967704, + 2.0529942724262407, + 1.324472075143464, + 1.4547079166262957, + 0.02641275892811698, + -1.1235578739259098, + 1.9619130119655337, + 3.628147176557805, + 0.7190907047600013, + 1.043548449254972, + 0.1752908190941541, + 2.9236455513711377, + -0.3872567549680631, + 0.13192798996498975, + -0.4545477041888977, + -0.21862021448776622, + 9.52972657764603, + -0.07620936372090985, + 0.06159436789495865, + -0.7176853974538395, + -0.7161363408692597, + 1.7736918060751377, + 1.0279185184937676, + -2.0510874553367944, + 9.474514597781454, + 3.4348714088217616, + -0.2602270107038688, + -2.6030492600181847, + 4.806484151830098, + 1.8593686234627436, + -1.0105982199173396, + -0.5026451026734877, + 1.6377365426463277, + 0.6649271623017413, + -0.4910937674717928, + 4.242714695462485, + -0.32656760601148416, + 5.722103229407302, + 0.4962010689194457, + -0.535316712567659, + 0.7970006428619382, + 2.1699523774216294, + 1.4588317518007, + 7.035233053832671, + 0.7233778446863361, + -0.1019718349036941, + 4.506578318301543, + -0.627313444697032, + 0.04522270947974964, + 0.3301789018517706, + -0.4801843663320866, + -1.3724655478412202, + 0.4894026484811471, + -0.061003971568241194, + 2.1702643390190106, + -0.5336003062469419, + 1.2337223498113028, + -0.8767156192302837, + 2.8614928294765885, + -1.746186985346181, + 0.435289723249269, + 0.4754391672062363, + -0.7947374085240315, + 0.42439394783294027, + 1.3306877587099928, + -2.096246922488537, + 0.5027448075686947, + -2.4932573434912624, + 0.8330334166941218, + 1.726174117687578, + -0.5817819744262285, + -1.1737920491210516, + -0.196013782759856, + 9.749424807639869, + 1.7097134008656463, + -1.0513099116393445, + 1.4974316831863086, + 10.738763261725326, + 9.895727959225573, + -1.2390374146576844, + 2.105479126776182, + 1.5994731758316167, + 7.157399088304029, + 0.2385216554822972, + -0.046178863837528686, + -0.15973083019656936, + 0.33085130529802215, + 1.5080536645999998, + 1.0827323269715203, + -1.0773760769847582, + 2.0872291286442186, + 0.3181131219501851, + 2.3927440963611937, + 1.4665408592838087, + 6.085632643197739, + -0.0248475776051348, + -0.5314429191675182, + -1.3963084968244626, + 3.2504454359804256, + 4.144741163805039, + -1.8400735018412089, + -0.025158927053971304, + 0.6405476895234627, + 0.8538428192083422, + -0.11312799924109469, + 1.9667116139564642, + 0.9702145079531078, + 3.8612346181918102, + 5.719759906488456, + 1.3270052773065435, + 0.9583858310147236, + 0.051687946091577015, + 0.2290746882057026, + 1.5604451984562095, + 0.2243397085208626, + 0.9554988056504526, + -0.24747505104138856, + 1.3119837385739466, + 7.511262358933548, + 1.9269965661123407, + -0.12628955182882606, + 0.30248892317396564, + -0.8319210367150808, + 0.3744874223042428, + -0.815375539004934, + -1.0662349318992248, + 4.339308923277033, + 1.3332289071705674, + 1.9203675021442612, + -1.0903624765329865, + 10.042064485175732, + 2.2938102150833677, + 2.157956981628535, + -0.9072684045696319, + 1.239584006729002, + -0.3961941833473773, + 3.019616149495813, + 0.6041208895930896, + 12.220792947883071, + -1.4710337598776742, + 1.2592750839914557, + 1.2873592185305864, + 0.6492317491940639, + 3.3431398120277014, + 0.33785344240117166, + -0.22735822275246034, + 7.511692668835208, + -0.7124771494255431, + 10.956556217128385, + 0.0014649416872168973, + 1.25713418399109, + -0.7908993609052513, + -0.4914417430797859, + 1.103338764338186, + -1.3495762106723985, + 3.150610407915346, + 0.15946448586719347, + 0.11137260184972926, + -0.10914589452903929, + 0.39581978109728944, + 8.478059343100643, + 10.186875803518697, + -0.6509524303764622, + 0.22198293522427343, + 1.2019661355114353, + 0.8946471876860789, + 8.208400487301846, + 1.4125074070254477, + -1.9626846157401767, + 7.083049567373717, + 1.909546138244231, + -0.9478718361510038, + 3.1214052551136637, + 0.8194809304013316, + 7.1275579360152665, + -0.6327550298850391, + 9.584636459329436, + 1.1283703237324447, + -0.2358050709522869, + 8.973961043211677, + 2.3986177093623535, + 0.28186780581094595, + -0.3391222138320637, + 0.37123564452597063, + 9.854731210123518, + 3.661862215391499, + -0.49540860433205, + 0.1288254421036632, + 4.939841050472576, + 0.21234426095463096, + 1.238858710413941, + -1.114045659695324, + 0.25866115252634786, + 0.21456107661093954, + 0.7828737349497695, + 7.068648578149147, + 6.8089816844731255, + 0.5582734923623255, + 0.4682767191115364, + -0.8253940022838372, + 6.608205359445543, + 3.0601184351262525, + 0.2242467985643878, + -0.779304857474902, + 0.16070926345535833, + 2.212817345292296, + -0.360039268729314, + -0.6616747718486885, + 1.8694020751834333, + 0.3127183236763014, + 2.670976977894523, + -1.2578680723565443, + 0.9846346217153934, + 1.7948404938319396, + -0.1421465170047046, + 0.33868731792169, + 4.398935440703917, + 10.242831411255665, + -1.142284867506731, + 2.446349772615266, + 0.37108849337530936, + 0.07288142756628765, + 0.728962591699991, + -0.13047109506343973, + 1.1919687413233198, + 7.918821512317132, + -1.1189398575662006, + 2.3884077366876175, + 0.2955600471944372, + 1.229214784595081, + 5.9555223296096225, + 1.127576585328713, + 12.455912424018123, + 0.2648230913151637, + 1.2754938258999797, + 8.42734842806129, + 0.5826772388534832, + 0.8400103183202283, + 3.5830477146323796, + 2.453460425113712, + 5.63696959172722, + 0.22486247822146627, + -0.5717093293505964, + 0.33261425874925665, + 0.9333173948786484, + 2.7956506916791963, + 2.2206752221031794, + 8.474438963024099, + -0.8924347419762898, + 0.5961553380524532, + 0.8575426289569806, + 10.300074851766276, + -0.21796395721304218, + 1.3986885268039093, + 0.8578344371764253, + 0.06476114623224044, + -1.4359095238632058, + -0.8465117601281753, + 0.28100978551597616, + -1.966231232278657, + 1.012637430634638, + -0.1581528796137824, + 3.2431484590277537, + 2.598231198664411, + -0.18142418442224675, + -0.05280824808688216, + 10.991620875736716, + 10.483993772123435, + -1.3468923069678516, + -1.7857828822612223, + 0.09115398404212183, + 2.72416787767677, + 0.49687359054383995, + 1.069965307953439, + 0.5162144167887504, + -2.3161438629448052, + 6.6405816103431405, + -0.3828298222076373, + -2.0184823013392346, + 8.618091533503264, + 0.7935348664153047, + -0.11970128822592078, + -0.45784838610948175, + -0.159361866365674, + -0.370582740995106, + -0.4688417832938113, + -0.6995279408988826, + 0.5354010185441194, + 0.3216842511690858, + 0.1682957552947621, + -0.8384911288903474, + 5.019922467527903, + -2.17706504637563, + 0.1848348097073055, + 1.579558885183351, + 0.07987619019088488, + -0.5859276733177553, + 0.32912840381032377, + 2.0227782575632185, + -0.4470004002845916, + -0.6153166878856519, + 7.840872274037183, + 0.10343821800145457, + 2.610415817772093, + 0.27736184223214233, + 0.5621488884926683, + 3.8341823039139986, + 0.649402199781277, + -0.8092813123304627, + 0.8247310143007357, + 0.22576277831880573, + 9.88829490252525, + -0.97536602727825, + 1.3035079327647159, + 7.513046770988573, + -0.5528496553379411, + 10.980993440607616, + -0.36472230752785745, + 0.8134632281652742, + 7.289320963774351, + -1.7710672708700455, + 10.432654414553728, + -1.8309505140054338, + -1.22809772225109, + -2.0755880090351706, + 0.9948357128281382, + 7.278353590620203, + 1.118348276905404, + 5.229074204633495, + -1.1722310234921356, + 1.32369616936851, + 1.8572829195659604, + 0.3169427568543003, + -0.7273233239822586, + 0.18120808649744988, + 5.573751320428319, + 3.6596209753932385, + 0.9689335239982292, + 1.6880336874180504, + -0.23383609639849182, + 9.929363431216009, + 5.975163109889572, + 3.6586559601085584, + 0.21233535580331608, + -0.9933586995689735, + 8.752836327884038, + 1.4992785675400182, + 0.1705826194277229, + -1.2172785555751862, + 0.15946250768319317, + -0.6822915774666631, + 2.6550552348439327, + 0.03471378100667691, + -1.9672006760904293, + 0.7005300395743315, + 0.8134758990390346, + 0.9724593447701049, + 0.4202829399177231, + 7.667842074449484, + 0.09889363153070779, + -1.2644983986003304, + -1.687860415816532, + -0.3828161730138356, + 0.1560342474063045, + 2.4055609244351768, + -1.1768694675416898, + -0.3998988142496151, + 0.26929546381823205, + -0.04459844122206214, + 0.22069733773253752, + -0.02830062636159425, + 1.6509809343312816, + -1.1761728833369673, + 0.48756049427133497, + 1.181944939708621, + 0.480908126792914, + -0.1641157295271757, + -0.5259258750137318, + 1.051303110096616, + -1.4229721004235019, + -0.7215409300084995, + -0.38917439430116363, + 1.2816625844359633, + 5.349633410718397, + -0.9107033820905395, + 3.5429721088117794, + 0.5958274799464511, + 2.548635224593461, + 0.9881972997555881, + 2.3490261892299436, + 1.6098448897024626, + 0.8282346064764806, + 4.472852275683423, + 9.0733485516918, + -0.13166403459685, + -1.2346057983642598, + -0.41676466239847854, + 1.6974914227319082, + 3.280037934645131, + 3.253383307380768, + -0.36523325746389185, + -0.048237106648372136, + 0.7174148088065859, + 1.3733265677925637, + -0.7227982501804521, + 8.761795682961763, + -0.45194937188828965, + -0.7866077646259368, + 9.932031419605297, + 6.83349851766949, + -0.37099611324655035, + -0.7261067818273146, + 0.6005530889851678, + 1.6536389953052335, + 0.24774579323170365, + 0.9983233658596621, + -0.5631515960605328, + 10.135943196289396, + -1.0973628660148955, + 8.138170751286225, + 0.8582962117108228, + 4.769857232561232, + 2.6546877962000988, + 1.5568110845208358, + 1.402288334975568, + -0.1962805856695743, + 0.4528868968537629, + 0.17554149568058022, + 1.7333127553523373, + 3.0979985908686754, + 0.06888437120779267, + 5.332483035995807, + 0.7506488465420889, + -0.15099973143456452, + 0.14356991283075557, + 0.8512005165197762, + 0.6928692294134446, + 6.548685351253987, + -0.7998478081390689, + -0.3650743651857531, + 2.0491272448770004, + 6.808942323235275, + 4.056672818820982, + 6.394406533102777, + 0.4311234960149306, + 0.37964098234721855, + -0.5561116783622987, + -0.13002185240418201, + 3.4280081167587815, + 5.542343177387482, + 1.614778791305366, + -0.31956889855252557, + 1.3254321090952061, + -1.406815009497514, + 0.5859276925983069, + -0.7367701359474399, + -1.4151137614164655, + 7.644614003716916, + 2.715246679784995, + -0.8449138810103208, + -1.49901595835652, + 0.6870522550578688, + -0.0832932024559792, + 0.6293194087584479, + 0.9495945713644907, + 2.0837201591241525, + 1.8557126022230357, + 0.2460453034205506, + 1.1426211913704862, + 8.164741684807066, + 2.7943777212938774, + -0.25447690591222094, + 4.994746626429732, + 0.5069048827374705, + 1.214718658100625, + 1.8880621879940598, + 0.6715422445618021, + 1.5288153067570582, + 0.8875057858431457, + 2.576547411646973, + 6.6051260362710105, + 0.39661377819194826, + 2.5266779549530662, + 8.181301316552606, + -0.32887489280469345, + -0.16716388637767365, + 0.3801774327073968, + 1.5226264499320903, + -0.596973593918223, + -2.3817509020424583, + 8.135069645353719, + 0.9134737320174067, + 0.6805661733062944, + 2.5259887266365664, + 6.723254311396064, + -1.2313522014582348, + 0.5152945458948406, + -0.8342504639383729, + 2.3119300021416307, + 0.6865092410742855, + -0.5806483025538931, + -0.6113852468807406, + 2.480092342375297, + -0.23950033134615664, + 1.1168916514806069, + 10.177156296907224, + 3.9306027879339664, + 9.68347967298959, + 9.84946173976183, + 0.8086474523613565, + -0.6082265061044504, + 0.36311562848073775, + 0.31112830337062464, + -1.8877354294837496, + 2.0152831208814423, + 9.174872604316734, + -0.39715147581285903, + -1.1007455620528839, + 0.347836144188179, + 0.08679519956543402, + 8.672728098090435, + 0.19158000680192838, + 0.5062413884933686, + 10.515515685238295, + 0.5681032057688722, + -1.0494539210932172, + 9.931093761740572, + 1.80838143607377, + 3.1520568335116597, + -1.123395120221084, + 0.24288201382295382, + -2.081990650378565, + 0.5531491563997923, + -0.5404069888809317, + 2.010337023433437, + 0.1997960251987464, + -1.6888624413034408, + 6.44950837156446, + -1.9754844235806668, + 2.469485245691851, + -2.0552215701172267, + 0.02897176104356671, + -2.0663039255812996, + -0.31390391728362893, + 1.643378417265818, + 9.878462595836977, + -0.7609069470480837, + -0.012191467040726642, + 0.018030333285012086, + 0.4737947982560719, + -1.3668582664563163, + 0.5925734109389649, + -2.7043167203070326, + 5.804840460830977, + 1.0442786149436583, + 0.6341805672961484, + 0.0814487590109915, + -1.365633052158176, + 6.703892483740516, + 3.007842682701567, + -0.0790641385241378, + -0.5789883059698983, + -0.48083378951197936, + 2.687273208294692, + 6.57911224620188, + -0.055044580636025096, + 2.1699365903060843, + 8.539804516255069, + -1.8508157773827487, + 0.7835967745961957, + -0.6554817839435048, + 6.989252866134345, + -0.740513953288171, + 2.8887334131475413, + 9.977662192203326, + 0.802128458618284, + 0.8630249670923474, + -1.3235528838175412, + -1.1041363562800581, + -2.839078658644384, + -0.6764389013020422, + 9.659450750538966, + 0.5169465157483756, + -0.21919625059468303, + 7.599040367978857, + 0.1186863878908927, + 0.20476059595186685, + 4.9218595825871025, + 6.216351959000654, + 6.049531232886094, + 1.5299552324548764, + 7.202017627712262, + 0.7007006559443028, + 6.331837175070083, + 5.775067276128644, + 0.6507455315541449, + 8.028359745873608, + 0.33748241275380025, + 0.4604165713017101, + 4.065782279301318, + -1.0196615136200171, + 0.2063617713254507, + 2.199670874185924, + 0.4816276320168806, + 1.0043293048263375, + -0.23668470987088297, + 10.120156405095466, + 0.27986439947668357, + -0.950910728733324, + 0.318521373741668, + -0.9916965999444367, + -0.620314718563698, + 0.18936589040597093, + 0.5753932694359069, + 0.3183847722388038, + 10.577762909179931, + 0.5720062783004729, + 0.1863758376499538, + -1.5361621254180078, + -0.14471023329186405, + -0.4453418317197748, + 0.11314439033272568, + -0.3599907847256948, + -2.0074568493849094, + -0.17615465606875563, + -0.21256308090068732, + 0.9257521774325084, + -0.6981890602777425, + 1.7078741955817411, + -1.9112092070278808, + 1.4851802617580399, + 2.7986835960333214, + 1.0419475147578992, + 0.0894932050565432, + 1.1395555360254692, + 8.700433008778653, + -0.9126137214182407, + 1.420504293050484, + -0.11302035005448445, + 0.322143399620396, + 1.2347519140448249, + 0.43004700825083586, + 0.5954916217995252, + -0.5898354010516528, + -0.1321545326751305, + 0.09066012991216368, + -1.5002218610708755, + 0.2933716647439111, + 1.3510823287092226, + 0.8862232118421722, + -0.062112269956144515, + 4.025549254552967, + -0.29209477485005936, + 6.526845969105231, + -0.20013022656540536, + 0.2528831290095784, + 8.97784609892279, + -0.7763855489259825, + 6.485366787823454, + -1.485417600170354, + 11.354455619538662, + 4.813522391603214, + 6.038366972947342, + -1.8545242643517201, + -0.45479444207700254, + 7.773520656547766, + -0.48973537052799954, + -0.05324126980287415, + 8.277738750275367, + 0.20864178943503905, + 0.30931067027750825, + 1.464009540223326, + -0.8726661060153256, + 1.7987250324020758, + -0.732027738759821, + 9.218946081166568, + -0.21497371632454548, + 0.0022880675098625866, + 1.0703651602308824, + 1.2718926563886916, + 0.39908696927588905, + -0.36912302434624017, + 9.25035014270542, + 5.42334129116885, + 1.460984296385978, + 1.712155570976114, + 1.6170686597992763, + 2.2445549790927792, + 0.3813096776183775, + 0.3412781960094796, + -1.5034309390032519, + 6.040328205115355, + 4.785678652036134, + 0.03888774272779556, + -0.16633911952193686, + 0.24353020418752336, + -0.06040372919690829, + 9.316051360589972, + 2.6866366236658146, + -0.4692446741420421, + 8.822117644847083, + 5.297626335116648, + 10.519223808724869, + -0.3321369633841009, + 5.563186872786869, + 9.501168666830068, + 1.5161833236376963, + 0.4800778303635765, + -0.2068132287583832, + -1.8363585656445311, + 0.2815222560878933, + 0.7938184682929571, + -0.2973723567935298, + 0.17828184099011243, + 0.986378930552749, + -0.711973227258922, + 8.225577875078168, + -0.16062526360018864, + 6.772943297624451, + -0.9662463190410226, + 0.06975780165786677, + 0.4915056472467946, + -0.009288561567815747, + 0.35182425929257577, + 2.1180979225124412, + -0.3428292856739426, + 0.278375241813342, + -0.5074082870244166, + -0.8463597198809455, + 1.3890593539287606, + -0.4786954571009583, + 1.691263041092776, + 2.349075789770954, + -0.7157908481956501, + -0.4166253019079963, + 9.50431921231588, + 0.4386001185914889, + 0.2646738022558692, + 1.9127914874001124, + -2.3689317281103373, + 4.924942607293744, + -0.49587740941611347, + 1.099557455907345, + 7.109973827523335, + -3.007632339693594, + 4.7737298511505735, + 1.7318125789995495, + -1.0891891448379414, + -0.9616479604480612, + -0.7004121543026788, + 0.3837418450893557, + -0.5866799619725396, + 3.1871934690922665, + -0.8315344675501062, + -0.8568518650008553, + -1.1260538724059506, + 0.1886061282743416, + 6.854476455612347, + 0.8108755848209261, + -1.8517813709590152, + 0.04597670663378882, + 8.857758482180596, + 7.023137118020895, + 2.680033117523797, + 10.292877786003453, + 8.077991978735318, + -2.3908630862373887, + 6.030882451110319, + 9.565569860985235, + 1.1785127002808309, + -1.1113570081769764, + 0.5201835471950759, + 2.0175056691941866, + 1.0412690508874918, + 0.30427800675967875, + 5.850320949119602, + 1.602578133533949, + 1.5167505556225438, + -0.6101606088809378, + 0.50448329683143, + 8.334511122306504, + 1.6284846573338316, + 1.44237962303717, + -0.346551633891294, + 1.453275476042545, + -0.061024821541643376, + -1.3172814288788284, + 1.6352488617768741, + -0.5897754194741888, + 10.662635417796853, + 4.873300047965762, + -1.414843541354374, + 0.16429476857631345, + 2.6978215080536443, + 7.676588340109427, + -0.05751768161676089, + 1.0755143278249908, + 0.5375135540251403 + ] + }, + { + "hovertemplate": "Data=Synthetic
x=%{x}
y=%{y}
z=%{z}", + "legendgroup": "Synthetic", + "marker": { + "color": "#01E0C9", + "size": 5, + "symbol": "diamond" + }, + "mode": "markers", + "name": "Synthetic", + "scene": "scene", + "showlegend": true, + "type": "scatter3d", + "x": [ + 0.40977893968875645, + 1.0290555702055757, + -0.20647783318292584, + 0.8223105091767935, + 0.31181096254908475, + 0.6395207162293398, + 0.20708005010792185, + 0.2653912901310511, + 0.8413625312023438, + 0.07367048168202045, + 0.4966300576810858, + 0.06233218091243592, + 0.13486577341731748, + 0.8014423622177596, + 0.6352006382757422, + -0.25491648326522415, + 0.4538270456306915, + -0.4438949685792258, + 1.299569181236067, + 0.8077675662788888, + 0.1879451682953861, + 0.07171719429124934, + -0.33892799137738444, + 0.04539567929767152, + 0.14485532142595514, + 0.6864670027931251, + 0.9745446061004578, + 0.26497811584634867, + 0.1667830396329152, + 0.8187778760001613, + 0.22614815699117213, + 0.7542607955709579, + -0.09930680120809282, + 1.0236761255984181, + 0.020177202695046748, + 0.06457177903695532, + 0.28864124913691547, + 0.8640306480409738, + 0.15954224119105037, + 0.7845852577224848, + 0.43920662558162715, + 0.8488329005067474, + 0.8581539618033587, + 0.946128114793858, + -0.14285350353240284, + 0.6043563725814769, + 0.600685595740052, + 0.5340962272733324, + -0.14227330289396473, + 0.5113091710854584, + 0.5178426043791626, + 1.3182807563812846, + 0.9868802141620565, + 0.10323414568350431, + 0.7159438068437248, + 0.6173679796714111, + 0.7479192538903583, + 0.16460886008079184, + 1.0355820706382208, + 0.8883584692646269, + 0.7651646645868677, + 0.3689128167605432, + 0.004724340994396448, + 0.6698248187094248, + 0.49394596651672895, + 0.7045549977935534, + 0.3849216464379384, + 1.0671911821649045, + 0.4544593927106186, + 0.13988365145299836, + 0.19799562498128787, + -0.5304526179200733, + 0.4313063907310601, + -0.6105007425860418, + 0.7440362177892266, + 0.07398508629225203, + 0.2092215648632979, + -0.13491222343476367, + 0.5474818298477697, + 1.1075578369894397, + -0.2897211610843629, + 0.09905512351272977, + -0.15072310237359893, + 0.5411815004097893, + 0.9180822230189515, + 0.3266488072297697, + 0.8759279992058705, + 0.535704240448729, + -0.2155602602755025, + 0.7331655678070261, + -0.306461097758387, + 0.13812974935772443, + 0.4470542744222811, + 0.27373248980888165, + 0.5985313077649713, + 0.5825110960184398, + 1.5406821756873084, + 0.515177373125362, + 0.0004563027478162174, + 0.017105807863505074, + -0.0068359537385390134, + 0.5765108949682278, + 0.23579904551876252, + 0.20084043652407607, + 0.18238459542727503, + -0.006547992813468906, + 0.3803376666337731, + 1.3563671880883863, + 1.215604594329103, + 1.607383423176112, + 0.9824731847936123, + 1.1326022464380523, + -0.1633280853209697, + -0.08433504347923909, + 0.20135234216730374, + 0.3163825013006146, + 0.6893659804114148, + 0.4201112252428264, + -0.09875011590294808, + 0.711456296272656, + 0.7453281957740003, + 1.059633133622271, + -0.12993247232794775, + -0.24952677871795798, + 1.1852909190713585, + 0.19086636867267948, + -0.19069706257607616, + 0.4510690432601299, + 0.9268406604204216, + 0.105417913122613, + 0.6557031505941623, + 0.4714055481972463, + 0.7228937072770711, + 1.0340813434508969, + 0.5047075292468907, + 0.6090500669350635, + 0.5157604195766263, + 0.22998756238533108, + 0.06887710386308715, + 1.3073889129792988, + 0.8755901408027136, + 1.3819756444371933, + 0.1467166071688858, + 0.6761607990953699, + 1.0453216377605756, + 0.5849814665010928, + -0.1765819803354946, + 0.23493456603394353, + 1.1126110172668904, + 0.03556023688401466, + 0.5338510427292769, + 0.5797416557724799, + 0.2815936600096934, + 0.3832090598172183, + 0.31527943719339757, + -0.029779916940091578, + 0.5734524853939675, + -0.01906749495639476, + 1.0961787569534631, + 0.39704240063334195, + 0.31724645979278243, + 0.9190364055312525, + 0.844513692719292, + 0.7499155793607633, + -0.16231916923349993, + 0.5159675007333213, + -0.16394830309576452, + 1.3619344953487924, + 1.0580242670899218, + 0.796439238668417, + -0.08560669247537861, + 0.3043233459227379, + 1.3690304414725127, + -0.18825554747832324, + 0.9875166901075558, + 0.5065920715780923, + 0.516256001759728, + 0.9417447109451009, + 0.5524093899318755, + 0.8979714691359739, + 0.7157618159865483, + -0.1802703218830473, + 0.20212639625487283, + 0.3974940615621832, + 0.9957443469495482, + 0.16782444487720072, + 0.6698461523221966, + 0.20451182556548458, + 0.2654453674274577, + 0.3620533268598699, + 0.4383952001851481, + -0.43880793259330414, + 0.22223908896201805, + 0.771002316688815, + -0.13368293047193275, + 1.103290322190931, + 0.2975923440774463, + 0.7938541231836296, + 1.0795535824935698, + 0.9282767903655491, + 0.15321282866776031, + 1.4456675243155244, + 0.536458732224169, + 0.1982428680075089, + 0.16511679210000912, + 1.4076440918499002, + 0.8259760512950154, + 0.6805192244642152, + 0.3781373922213378, + 0.5968692483095588, + 0.8652816977001531, + 0.8951993254703032, + 0.5689429496983426, + 0.08220552448054297, + 0.5313476957042553, + 0.07313890561510472, + 0.4500944562572292, + 0.9098953412142503, + 1.204305270830005, + 0.17990022583053678, + 0.30249526642311936, + 0.05519171732640887, + 0.1999686609817688, + 0.7812490651113584, + 0.8662696596866113, + 0.7887570523478253, + -0.312823250277564, + 0.34758313359985044, + 0.28446436712406853, + 0.17933426331018304, + 0.2409787661172603, + 0.988817970837577, + 0.8747858061778304, + 0.652134835498053, + 0.6429008378831729, + 0.41669765962708166, + 0.5448832274117407, + 0.026479880144367474, + 0.7822686359280379, + -0.1350261761187877, + 0.058324897566393696, + -0.05276668696942316, + 0.7384557155373517, + 1.1376865163290548, + 1.0357766197664897, + 1.0969396411653192, + 0.40722400307960616, + 0.9023631104255365, + 0.92805270792808, + 1.1683634170594375, + 1.2714441401501657, + 0.262466136130868, + 0.592874797357761, + 0.2863828177802025, + 0.6658393791380591, + 0.36001805429701145, + -0.3170595089076675, + 0.0825335061958376, + 0.3526161766901275, + 0.6080009497917819, + 0.06683096403413685, + 0.6358936367327985, + 0.08443607402049469, + -0.14435561955310922, + 0.4830124876244526, + 0.23094905307426955, + 0.0314745994320762, + 0.19643945200447938, + 0.7523994621005751, + 0.5518774161137209, + 1.0539292154084523, + 1.7892403482057895, + 0.2788450043187565, + 0.03491173497657679, + 0.7964745785209442, + 0.5439502128743263, + 0.413186240682985, + 0.5896309085504378, + 0.29879025800223, + 1.437213210006155, + 0.5329491034769361, + 0.37864827942556334, + 0.5063105246647961, + -0.4445912998290706, + 0.3680344526906172, + 0.1278866723967177, + 0.5139607601917346, + 0.3113151688526786, + 0.2545520451707741, + 0.5178935964897105, + 1.3757374558476039, + 1.0036929569476405, + 0.23913210012637318, + 0.28602020606792383, + 0.5873682224928847, + 0.5361665060190843, + 0.7860601456797512, + 0.44186073058335334, + 0.4192466075022302, + 0.04541773531694959, + 0.055964786887663376, + 0.5780217079777107, + 0.7386952330268206, + 1.1930877026786466, + 0.4528540521285054, + -0.0783848054455713, + 0.38949562459049636, + 0.5830712981125382, + 0.6670236004027708, + 0.4981450226703039, + 0.23408918785808702, + 0.09942596322108865, + 0.5545669772709959, + 0.6383000123128408, + 0.1942027045986004, + 0.40228262338753296, + -0.05146869916333047, + 0.3028992239108558, + 0.584216756181357, + 0.8124157551919979, + 0.9095761456988075, + 1.3427440694600126, + 0.7834640343951254, + 0.2126100023587611, + 0.578980345885573, + 0.22771560474254815, + 0.353779044609428, + -0.07172264737825768, + 0.4627253891438142, + 1.119160048548244, + 1.293247960469775, + 0.6389234787863874, + 0.47224364207631825, + 0.5591885164624039, + 0.6246045035576235, + 0.9366770093825743, + 0.36623057177184626, + 0.3283664505884303, + 0.8803355066705161, + 0.21795205355229869, + 1.0180401499620837, + 0.1898346730438637, + -0.1276406314207687, + 0.04236306549903662, + 0.12557252901426286, + 0.07499688774099672, + 0.3728373546793873, + 1.2518266865212972, + 0.6932697463221332, + 0.7815149671670478, + 1.1831142334970428, + 0.44325546210917394, + -0.2198729499097984, + 0.5943190029641173, + 1.030906264264159, + 0.2100216379705208, + 0.07645059322190856, + 1.1690870201862922, + 0.7054998451663719, + 0.7442317729592807, + 0.3533132181174428, + 0.22606572390987278, + 0.04302330531421694, + 1.090084697207807, + 1.4240555348573127, + 0.6437874935556941, + -0.11202175620414417, + 0.3773423972402527, + 1.0496491895354885, + -0.07312162274339479, + 0.7186404716858884, + 0.7834440929668061, + -0.15464453181425702, + 0.4557509632256865, + 0.30710579517831604, + 0.7950150230252208, + 0.340254229197438, + 0.24705468978214923, + 0.7057718942390856, + 0.9523876169526213, + 0.413608715974898, + 0.37558475728267865, + 0.1354179495697101, + 0.18817936838988814, + 0.8099792923017199, + 1.3791325650604638, + 1.027655600687542, + 0.4373616555821043, + 0.2233295208154618, + 0.461571009623032, + 1.2973470210740932, + 0.20891371424256633, + 0.4391583685079488, + 1.0620468796878824, + 0.7808022588378607, + 0.5522769370103712, + 0.3791515949515193, + 0.9901441693788715, + 0.6939164992029989, + 1.5210633037552932, + 1.415381950578313, + 0.7595748894261128, + -0.13305355536173985, + -0.029170369308833044, + 1.0403368750472857, + -0.07934276305236249, + -0.25082278150298026, + 0.9223014515744727, + 0.4963482893167442, + 0.553514428168833, + -0.40598477709763986, + 1.0803555814355192, + -0.5846339752797511, + 0.9768881776338447, + 0.8691905894204344, + 1.293935048347355, + -0.094077326172254, + 0.5498608187848217, + 1.0245244702139944, + 0.255015574719366, + 0.08310600217912406, + 0.667879332200138, + -0.757518395455713, + 0.11164295166620292, + -0.07977389698959819, + 0.6741059088483712, + 0.4012874811979391, + 0.728900736472867, + 0.1922620962107891, + 0.38786958128100285, + 0.33903635622091444, + 0.15173858530584466, + 1.1452252390987763, + 0.45313494570496565, + -0.1396474862396508, + 1.1300736900697625, + 0.6402393336761926, + 0.7166860700326976, + 0.2166352847134584, + 0.4311866325216971, + 0.7162897750335755, + -0.3117824898020038, + 0.09876807575511753, + 0.012106566252640227, + 0.2949721405436232, + -0.24465241427804546, + 0.4351016809311286, + 0.6434172259012528, + -0.08863130077359421, + 1.1685104090958591, + 0.2439856003192054, + 0.6394540946676699, + 0.11494002892927602, + 0.616626000664424, + 0.5587369393542407, + 0.8799645062423302, + 1.0104801360565516, + 1.262687476212584, + -0.039194710469323824, + 1.632559704987739, + -1.148045538323302, + 0.40139332563671354, + 1.1437282021161008, + 0.642582648188947, + 0.6204536238114379, + 0.23103512094351258, + 0.7424109156660748, + 0.5059494491091984, + 0.7219175246333469, + 0.34596582820518995, + 0.23249954596235312, + 0.758167166197596, + 0.7001985189601495, + -0.12837938664091259, + 1.1945244699800126, + 0.43098555170198255, + 0.27084705447874047, + 0.5196542186974887, + -0.23424575676040377, + 0.879748386098364, + 1.2114069169995576, + 0.06608894074167398, + 0.23448167361290284, + 0.573482896059567, + 0.8979894255834455, + 0.8142234109254944, + -0.028022991641854123, + 0.14024700546497426, + 0.3226064214896086, + 0.8972745942027446, + -0.5701469472568468, + 0.42612705159650743, + 0.6937915285024449, + 0.016161426343601293, + 0.655042975844592, + 0.9742561067289919, + -0.340624442663833, + 0.5933389131078803, + 0.06235644118851985, + 0.05619208006833243, + 0.7189387406037184, + 0.367591979730681, + 0.22981027905189233, + 0.3229412823827128, + 0.9092089495659228, + 0.505173565382318, + 0.8747998197421674, + 0.42652321936755794, + 0.7780866947034176, + 0.131485742482706, + 0.5917619307043582, + 0.4288641261740358, + -0.1510596056563876, + 1.7745899789602342, + 1.2620653101268249, + 1.0087946332739022, + 0.3815704603905779, + 1.2071360768842572, + 1.346664029342436, + 0.2483523126805802, + 0.2591570213265938, + 0.15319417209835, + -0.42724882710693995, + 0.3397751368125567, + 0.13228632838911158, + 1.2428665957190672, + 1.1511368736535224, + -0.2520597961001854, + 0.6952880298704218, + 1.045401485141952, + 0.2707683178470272, + -0.07678078470159383, + -0.04550560088368333, + 0.6417996768874394, + 0.4494927574351707, + -0.4520402218792275, + -0.18538971998055281, + 0.34290735493291613, + 0.35717404231566097, + 0.49205539018940303, + 0.7584384039636699, + 0.5288045589066865, + 1.258200137454268, + 1.4656936143148187, + 0.4686928817128027, + 1.2113015811956123, + 1.4290889298888267, + 0.8748060884898865, + 0.8421401658777676, + -0.9464524658823776, + 1.0622104397398417, + 0.8543329900053517, + 0.568874325404818, + 0.3018205338922312, + 0.8860847144456996, + -0.10662654632430374, + 1.1075021520936825, + 0.42081531396341354, + 0.38763288668972584, + 0.8195497629874129, + 0.6231018388324363, + 0.93847374977435, + 0.4153265977776559, + 0.7502679983657401, + 0.7226497490918686, + -0.1784268845461277, + 1.4562133582076062, + 0.2847627818374018, + 0.6740324799275456, + 0.33653787712134053, + 0.8465231884965281, + -0.03406530444480477, + -0.33683352536026784, + 0.7676701779466498, + 0.41478132507857723, + 1.4330806069948487, + 1.526656679215211, + 0.6323111939231192, + 0.6566557574103116, + 0.4163555035776415, + 0.7879279173222216, + -0.0302213561984907, + 0.4892589781654254, + 0.2395123833092939, + 0.03275144563820925, + 0.46979908077215143, + -0.4432209102809119, + 0.6117163173976227, + 0.6146271429757932, + 1.0671392127460992, + -0.013291105409433512, + 0.5273199659842497, + 0.7887049688928358, + 0.5551470048339999, + -0.07688179307473725, + -0.2772700704013054, + 0.6766994460043382, + 0.1342655218422949, + 0.7072313814692095, + 0.22900563669740426, + 0.19192448540940188, + -0.059013845232059936, + 0.9002598630361667, + 0.6246964072475851, + 1.3097010348483535, + 0.3037001689607946, + 0.7063224343340823, + 0.511447104139731, + 0.06598093047652343, + -0.3327033255291005, + 0.4436555008265019, + 0.32453693907214665, + 0.894600425925494, + -0.8243646282821169, + 0.15025105568936475, + 0.4781999032472223, + 0.44109978353706925, + 0.588851046349893, + 0.3073810824385413, + 0.7383273777597892, + 0.420280214892815, + 0.681925243924157, + 0.21738358040966976, + 0.3475565065008709, + 0.9144857250468602, + 1.1292143789001283, + -0.1516044151873533, + 0.8818148674038383, + 0.8503341982922124, + 0.441648267398146, + 1.0529749711477998, + 0.9054216011967499, + 0.7795542824376155, + 0.11759487402097402, + 0.3707559353327818, + 0.7000023454795731, + 0.5095890108962349, + 1.8356331138690511, + 0.10382060210200672, + 1.1405102100995603, + 1.2272443500438242, + 0.4998288489386102, + 0.17555873652056864, + 0.4791039903265432, + 0.49909008016760126, + 0.6469200736304751, + 0.57507728476044, + 1.0073623464810435, + 0.37227738543368805, + -0.3532675430763406, + 1.0663713367606698, + 0.912115766597085, + 1.3383192510995412, + -0.18477853438027486, + -0.024430213908586296, + 0.9291960198478073, + 1.1954241991347783, + 0.9328059548698505, + 0.23021384834827752, + 0.6797288332169849, + 1.066994507959516, + -0.2836214633543403, + 1.1385380221477437, + 0.10409696655403194, + 0.691278412846294, + -0.03436488061937876, + 0.3210816205270878, + 1.0877412601161505, + 0.46086722958924164, + 0.40405559952391423, + 0.44081808519559423, + 1.703967241652467, + 0.062315425550366954, + 0.9203590561685979, + 0.12059232049488344, + 0.8830886136606022, + -0.3562738857080742, + 0.07760066488165684, + 0.11888216996977113, + 0.8419296411045102, + 0.3223605448118447, + 0.43886602296797855, + 0.5832781968522622, + 0.13918425828027042, + 0.9562765950465626, + 0.020270692250496047, + 0.89124380178186, + 0.8304474766701122, + 0.5150219173410793, + 0.671951156849169, + 0.0256443006318699, + 0.23327793094058286, + 0.22153353505983403, + 0.4567508206013651, + 0.389390915349231, + 0.11425750250637112, + 0.3981394643615851, + 0.6008041614607844, + 1.2198993193804182, + 0.5901590485463569, + 0.5033578774734687, + 0.6573043419360746, + 0.15235983218929056, + -0.0902010319132232, + 0.09154455125503053, + 0.3953967199978059, + 0.9501715939023436, + 0.8762682562993305, + 0.5089634653677761, + 0.7235357433240671, + 0.24560682121368976, + -0.12200458636907724, + 0.23304359799949842, + 1.0352008080137671, + 0.1869992379910252, + 0.2676670676972235, + 0.700943271859582, + 0.41622953084745395, + 0.39327092192954394, + 1.233046471723453, + -0.5435591333560856, + 0.6872283994182506, + 0.7153803021839886, + 0.11834307072532485, + 0.32833026578514085, + -0.04477803385954987, + -0.13874784313120586, + 0.89074410572511, + 0.10688108768754478, + 0.3497879220172724, + 0.82697423584647, + 0.48423759953029916, + 0.7131596977379504, + 0.6896618072810211, + 0.36362761552458395, + 0.1624812938854434, + 0.33373068281401563, + -0.1976806388876648, + 0.7226764418557108, + 0.46051115872203746, + 0.4451902244718573, + 0.06359124074684874, + 0.0880899667370888, + 0.8150790347148131, + 1.3025163956499672, + 0.5456898538142375, + 0.9152234445132857, + 0.890889553799085, + -0.3431106688271625, + -0.05740724757623744, + -0.5399890859722132, + 0.6636200184401583, + 0.7144480592894502, + 1.0796634631014603, + 0.07292116235203133, + 0.46119265808702026, + 0.9463353247926327, + 0.4958524544916209, + 1.4678419262107312, + 0.6754901983176342, + 0.7315040315100776, + 0.9833424981445507, + 0.7544534740741542, + -0.14069773517214806, + 1.054305552011115, + -0.15298603789895554, + 0.011105416507019406, + 0.12870748788324887, + 0.3426274203194521, + 0.7815990194653037, + 0.7710840320279915, + -0.18644973711713192, + 0.24645605091985937, + 1.389902013876494, + 0.6278109237064912, + 0.3297332177607081, + 0.6889975632896113, + 0.5482109702203237, + 0.22233096260173113, + 0.32036653510292157, + 0.03297346063790729, + 0.8519659215877684, + 0.6578398449283804, + 0.2589076038065151, + -0.26976622872625516, + 0.05379638664542036, + 0.4617158574985358, + 0.2514406915954237, + -0.24494802169447488, + 1.5060622548532692, + 0.748498308306877, + 0.7347499765554916, + 0.46561396124597393, + 1.2209709375394842, + 1.2939448884248275, + 1.21753142037656, + 0.43564362860821243, + 0.04139771995259611, + 0.9179753050430222, + 0.31137418203022027, + 0.6712288734623295, + 0.03536020792575445, + 0.2555357827744511, + 0.4587155707480503, + 0.5050701781153375, + 0.45617649814487954, + 0.5060754522551857, + 0.42116030642797764, + 1.513126659598265, + 1.5084452295859654, + 0.8000635513101066, + 0.38101478654987586, + 0.1540801135614432, + 0.38244264588611704, + -0.3161360604161087, + 0.023296909893710416, + 1.134730163775581, + 0.5263471545572146, + 0.028198100629976075, + 0.9783891331773668, + 0.07419337844898688, + 0.710140598473748, + 0.24483995098658823, + 0.3232455428335768, + 0.13275949923845137, + 0.8392924954316353, + -0.43990801224288917, + 0.8510167661229486, + 0.6798362990731612, + -0.3107506819989088, + 1.281389948682871, + 0.3659629766913295, + 1.0790997395973156, + 0.9436423165632236, + 0.5625879515055334, + 0.8905324749079264, + 0.6651048082816406, + 0.2633758139740644, + 1.2847174456636792, + 1.3193700999424278, + 0.22070951381226472, + 0.47542982781289284, + 0.20257017234346741, + 1.2223293430048316, + 0.26602424853094236, + 0.5070536834891234, + 0.5246906972161657, + 0.6556783011059611, + 0.7212774721794547, + 0.8292105581614535, + 0.7126040145261348, + 0.41545489914133743, + 0.39265308626184636, + 0.36421668796428586, + 0.5568892049788271, + 0.6642320302253255, + -0.3033128285236209, + 0.15459747381683808, + 0.8680893631030628, + 0.9935104090968918, + -0.2922675760334052, + 0.6310229711382952, + 1.0027951574342384, + 0.13463495022047406, + 0.8388232959259392, + 1.0623375747784773, + 0.5031832758325038, + 0.25550151776315166, + 0.4908679890878064, + 0.22772125649736086, + 0.022334550594108937, + 0.340006047225424, + 1.335288490540104, + 1.2344792588700013, + 0.22493148351789777, + 0.18572846561317258, + 0.6104664220251241, + 0.12178654526243993, + 0.321581250595662, + 0.6502125411915727, + 0.26903438811148783, + 0.039843082877287106, + 1.2011870800954614, + 0.23241195336847248, + 0.46858084777180675, + -0.24882960660781955, + 0.2555822848704905, + 0.5415351911788684, + 0.3332832467956953, + 0.33119418746128837, + 0.9389206603002551, + 0.9443471518587331, + 0.28130420711608134, + 0.7260222033451046, + -0.4668890292109921, + 0.34985435154979194, + -0.33576928516453014, + -0.8882439093553005, + -0.4152002348135478, + 0.9901234308646472, + 0.7847439781166117, + 0.1022201752757737, + 0.708591333857665, + 0.14729269057983874, + 1.4530253526306034, + -0.05171718455166158, + 1.1420131034872985, + -0.33867528186300727, + 0.30285740596603944, + 0.8868399277559862, + 0.4656138390645695, + 0.27099188600277174, + 0.14912217556688367, + 0.03754557765042882, + 1.2322960711607582, + 1.4248904964496496, + -0.3061871056474241, + 1.6797517929861545, + 0.5652546921503954, + 0.6514500219989242, + 1.0782783474509927, + 0.4548822036743304, + 0.3178022993060903, + 0.8218925075546968, + 1.38545737041614, + 0.28813650752028375, + 0.07848915770488585, + 1.155360988838018, + 0.6636776038933002, + 0.38389197738378195, + 0.3310424272001707, + 0.4170338715239095, + 0.24258574847533235, + 0.8307773588609924, + 0.893175955594729, + -0.09862369950983446, + 0.047667969201053706, + 0.7600659078425619, + 0.736121230166144, + 0.5610831320420431, + 0.06661201212940987, + 0.09817544432200709, + 0.9571228858971408, + 0.563743473352773, + 1.1529024802583627, + 1.1973781607438192, + 0.9825527659114701, + 0.5656045449813004, + 0.11451517692016461, + 0.3590650416639424, + -0.5160988681583556, + 0.34500440254689624, + 0.31562581869361095, + 0.5953304673339582, + -0.2816954666039326, + 1.1561002409461745, + 0.39597373099639643, + 1.1694824539065836, + -0.005192368084846244, + 0.1525803233213195, + 1.0430170739835791, + 0.107441094827669, + 0.7409079321461862, + 0.877842634714242, + 0.6854599353333457, + 0.7752540765278075, + 0.022457330789537544, + 1.4311263247785446, + 0.9017053801402323, + 0.1580154020930965, + 0.9112606933147009, + 1.1257722661069678, + 0.14164195402937418, + 0.9683455559621315, + 0.23931357444059517, + 0.005886092780277963, + 0.17368427976001422, + 0.08277161047223458, + 0.1461406318589441, + 1.0071990835395364, + 0.990259085496189, + 0.6829235275714285, + 0.8073303140318713, + 0.639194989608823, + 0.5233811249383011, + 0.6522451892290524, + 0.9504615864006039, + 0.07937025653786278, + -0.15521354843127194, + 0.16398769124048884, + 0.4315633559382436, + 0.7493491552034648, + 0.6855624897339705, + 0.7681897805399625, + 0.9233922456673451, + 0.3329214286582908, + 0.439614717861152, + 0.31602392398212686, + 0.5240843261692631, + 1.1864121224011228 + ], + "y": [ + 0.13086668819779732, + 0.3129332814533745, + 0.26258122272799267, + 0.36466698625171046, + 0.260155643449391, + 0.3973335210616943, + 0.10745726182456955, + 0.1254912284715739, + 0.07552931381606257, + 0.08034739042952821, + 0.5284334411170402, + 0.220236855390155, + 0.33164824915818564, + 0.40188719257904393, + 0.33248988066529106, + -0.1115559918735882, + 0.09542851243485903, + 0.08945906884986583, + 0.530508359080548, + -0.16497193851738048, + 0.7637964335233994, + -0.020614677421312816, + 0.004707408611648589, + -0.117960806860161, + 0.5563428357570385, + 0.021405732829503143, + 0.19384860957365058, + 0.7463582396542235, + 0.2635165807180794, + -0.12847570754766965, + 0.2917391228926111, + 0.5353648788980473, + 0.5109951955570994, + 0.8370525790052572, + 0.21388739941660356, + -0.032913695993354, + 0.27709864068380397, + -0.3812228638767867, + 0.07923647996337299, + 0.646459648084178, + 0.4521729495341609, + -0.2755056266555639, + 0.39907253982601776, + -0.19718256696068412, + -0.018632976040029725, + 0.4611917415000938, + 0.07026461667968568, + 0.021719582868823417, + 0.4719988554184098, + -0.0929483710316987, + 0.08625664774840049, + -0.0605169111576655, + 0.3197236795533144, + 0.07380094065022721, + 0.06334003818527739, + 0.06243795789709644, + 0.2793219302872393, + -0.12933207301329905, + 0.010386132475338677, + -0.14985940794157357, + 0.3210170368374414, + 0.07693992202822636, + 0.3737815260262504, + 0.3790201266808001, + -0.19994890250294936, + 0.2727306356334018, + -0.17400871413389238, + 0.37529779244083084, + 0.023098948695722432, + 0.786117721497202, + -0.1579049765783472, + 0.3731209542064113, + 0.6344202354170776, + 0.02639818358110471, + 0.011776110319006189, + 0.3490244502589941, + 0.09248117292013895, + 0.28550213338732666, + -0.056403019441728236, + 0.17830061392021046, + 0.33931700958320615, + 0.4781223565237237, + 0.48285821660630224, + 0.007255018781088141, + 0.5670875504130587, + 0.27617705550596466, + 0.3585351563642173, + 0.20648807944015807, + 0.0033951167318853337, + 0.333356167014738, + 0.02453366704849319, + 0.6388160761138909, + 0.06513435040534217, + -0.0623732058573396, + 0.14629617379743276, + -0.07281051148971138, + -0.16219201067657238, + -0.006479890023377399, + 0.22428150336186703, + 0.372069953161297, + 0.07486566634705324, + 0.26302025912103855, + -0.0619100237714075, + 0.22973047555487316, + -0.11466090519463204, + -0.1541051371556509, + -0.058235134668087024, + 0.7413080433339171, + -0.0736685702470061, + 0.2770605226019063, + 0.22712566586585803, + 0.1376922509340341, + 0.015160741625236729, + -0.08525002113311395, + -0.18287867227528273, + 0.22112937898821142, + 0.14377318008932757, + 0.020194267965019996, + 0.05185762891409708, + 0.022044485627511046, + -0.20628527991229909, + 0.22680626210909402, + 0.2157096153722387, + 0.3083351133467669, + 0.32718446810546087, + 0.339948793694707, + 0.15294277508061954, + -0.0514932449390845, + 0.8198559945132505, + 0.013288569371910891, + 0.15918595422122933, + 0.35062942999315644, + 0.03050086331381091, + 0.15268258303451623, + 0.3885476533537709, + 0.04634364344889777, + 0.21848324688143206, + 0.42330153005157367, + 0.0002473619336572086, + 0.40399733342149224, + -0.17561247267613325, + 0.7019082424212054, + -0.06909749897342563, + 0.5820526423888814, + -0.29271253366863526, + 0.17929962965526328, + 0.24121378544229405, + 0.7603291429393989, + 0.6277299681335066, + -0.14987398520386006, + 0.3394493178734385, + 0.19415488042118065, + 0.3024397312296631, + -0.06203032537935932, + -0.06329683180370196, + -0.008086392060993791, + -0.15557080406657656, + 0.3213263699887918, + 0.7204946176347988, + 0.4043495093835848, + -0.14601277612021932, + 0.8659271194872652, + 0.679037088237855, + 0.48831250889286204, + 0.18402168047659695, + 0.513686713550204, + 0.13267986326421613, + -0.18607533994324546, + -0.023906706540254563, + 0.8750509688042711, + 0.3290388863871214, + 0.5468649702376258, + -0.024089918392177306, + 0.22424363442957335, + 0.8350337364621843, + 0.6378637412566015, + 0.035634850950298586, + 0.11363976884522847, + 0.15321611893971207, + -0.11192499416426008, + -0.21798150691523008, + 0.49933265549961403, + 0.5110534412083935, + -0.2171987783196259, + -0.23559595545664783, + 0.13092912132691334, + 0.2605818540662418, + -0.17489710025918867, + 0.5546225308441096, + 0.04379467244157462, + -0.20881416448375548, + 0.15836089377439974, + -0.20961936857862493, + -0.06535053303038196, + 0.2620413994050169, + -0.6037364711527088, + 0.24908255673503754, + 0.19813524783286196, + -0.09226063762920791, + 0.36816946008542484, + 0.5808538869479823, + 0.4215172854349871, + 0.17275413831302852, + -0.016155497443536337, + -0.24092646724200537, + 0.14167238084343475, + -0.20513729872000444, + 0.32348680325410384, + 0.05248643202103852, + -0.06388680473971045, + 0.27368228515959714, + 0.24146635934272467, + 0.5194197308772162, + 0.014656749448497236, + 0.22562521617723424, + 0.03742218348259538, + 0.3013914164068642, + 0.4784204099991476, + 0.010431909700375191, + 0.2042555281607046, + 0.3012919685005496, + -0.10374355571416846, + 0.7137357631889063, + 0.4763789305479035, + -0.12822601129273528, + -0.20996763555530487, + 0.3363181406521138, + 0.24284354191654875, + 0.15177757916715767, + 0.16488903457149737, + 0.31221513138666507, + 0.1941147680142846, + -0.15386568678643145, + 0.06646481624588015, + 0.060442579645729924, + 0.4273958116003005, + 0.19269165875153205, + 0.20755080081081306, + 0.640106608287458, + -0.11266381169788417, + 0.4590922080794796, + 0.2020448527392922, + 0.48643058420102714, + 0.2382531910434467, + -0.3349581814022424, + 0.21901790490086284, + 0.3687036027769195, + -0.13530852007818808, + 0.680914505553977, + 0.3796760261882015, + 0.09877142417876286, + 0.5034011039264963, + -0.06536349242404979, + -0.040865383346955414, + 0.13752698268040905, + 0.12822713840727717, + 0.3737146722507392, + 0.42700275971253165, + 0.4073608648803215, + 0.23856069591180679, + 0.7952790815796342, + -0.014870711268605896, + 0.3344399721949598, + -0.10118379172106759, + 0.8834935217496557, + 0.6305242402302023, + 0.3616385464035271, + 0.30068141106232493, + -0.15092173698084324, + 0.8927290241605557, + 0.18052864618153808, + -0.10847296478531507, + -0.14995217005133152, + 0.5315708505676324, + 0.653405518497954, + 0.6294394760283708, + 0.31507069458483417, + -0.07395953607863792, + 0.7365759311770214, + 0.9174888228937075, + 0.14351489834117748, + 0.42835688331250177, + 0.009208441416290486, + 1.0269203579063508, + 0.222422448769972, + -0.004009661363079953, + 0.6421046671013361, + 0.004888648391489697, + 0.3616903785944834, + 0.37406574365070955, + 0.7630757630746345, + 0.14978616488436172, + 0.37436026122197347, + 0.35991389884727, + 0.5332148356642379, + 0.45935111407344553, + 0.005252792163254999, + 0.21369560097305101, + 0.25312079235735147, + -0.46512805797635726, + -0.009617987405630524, + 0.3003207342141313, + 0.2723269218261363, + 0.09556635988914851, + 0.13315626725949797, + 0.6508486574336713, + 0.12553617225418218, + 0.4463066466299074, + -0.053280069252679835, + 0.5069840424760288, + 0.19234216734026746, + -0.014521207717622442, + 0.2576563772405232, + -0.0831792721252824, + 0.5135700679100165, + 0.012197132577787068, + 0.5989024630754397, + 0.4552069351870077, + 0.5100751168587564, + -0.024991553485151058, + -0.0029119554347097065, + 0.24492803844814143, + 0.4513547810613787, + 0.3913914474024766, + 0.39301284643651535, + 0.31963442881336734, + 0.2578745954001685, + 0.12210878649429754, + 0.4065093326100909, + -0.10023294185585699, + -0.12899060047203673, + -0.29232924633564217, + 0.03679566442030305, + 0.06511841787746601, + 0.2218231645778936, + 0.5687807240666967, + 0.5241025281676589, + 0.13077179464361313, + 0.7427403922825955, + 0.3290898086133447, + -0.19556059026748304, + 0.32244804265756705, + 0.6645116926767384, + -0.3362184408295458, + -0.10875845703607798, + 0.028974553092410593, + 0.26273113587986585, + -0.23275714159419833, + 0.014381767279382257, + 0.41781780266844076, + 0.12411198264482834, + 0.16188155410945718, + 0.214531239737146, + 0.032221379869662836, + 0.2228641699455736, + 0.18768509888530618, + 0.2825878904685566, + 0.05078609250943868, + 0.520203653791422, + 0.10692767598206733, + 0.11149912166696024, + -0.2069813334423188, + 0.3359704248909185, + 0.8588042094973608, + -0.014013394158247205, + -0.10961842469755748, + -0.02177759379167732, + -0.1351247424109195, + 0.27308710073612, + 0.06908053396868681, + -0.03799325544303814, + 0.14758826249515963, + 0.28047995096819833, + 0.11666651904797716, + -0.1884749762680382, + 0.5157478892249585, + 0.4202882901589551, + 0.5481090625987782, + -0.12466988251882768, + 0.2760807304032603, + 0.502877081746146, + 0.26503766945726237, + 0.22894322582799873, + 0.7665307134106679, + 0.0034474734104926463, + 0.04561558359760501, + 0.1098746598386932, + 0.14806623538488445, + -0.33510970785700067, + 0.34039535601843085, + 0.35779011531375593, + 0.6252891214486469, + -0.2625962926005043, + -0.047048307649547205, + 0.1309796178208426, + 0.2767251539260974, + 0.6423298953697052, + 0.5434608990701103, + 0.6968942201732427, + 0.6234010215789828, + 0.1434638512132778, + 0.20356736786332338, + 0.30971956920378557, + 0.19214770580519155, + 0.10691708446166016, + -0.13625425146400474, + -0.2701378901346819, + 0.34017921884934044, + 0.5872093275000394, + -0.06914113882446857, + -0.2217515743622646, + 0.39780577022262925, + 0.1416921431314338, + 0.4151085921807325, + 0.20840598665581808, + 0.21981839249519983, + 0.1660102810933217, + 0.32574215290781294, + 0.28943777272220533, + 0.032277264747372386, + 0.19658725704322674, + 0.5400476708805779, + -0.16555824343316453, + 0.24330545814713417, + 0.5345968181174768, + -0.06485785647323175, + 0.31143850503600756, + 0.20247726514185369, + 0.3891264007439762, + 0.4392203488953226, + -0.18276617746969706, + -0.14880861853470836, + -0.4526150916634569, + 0.2723085736317417, + -0.05574965882353544, + 0.5027139975550052, + 0.08846947475216749, + 0.07181577573053338, + -0.08565125900621826, + 0.12713168968809602, + -0.3068634986205995, + 0.8139759155402961, + 0.21130836669891995, + 0.4367671155698776, + 0.21415842091183046, + 0.062317062425840467, + 0.5199053633902778, + 0.58599153394228, + 0.36542953262860367, + 0.016324176314481575, + -0.11234540669895918, + -0.2907673704327729, + -0.02258244951448915, + 0.33739352870918127, + 0.2598136742079621, + 0.3122839080521902, + 0.5104461877165939, + 0.2809598812997789, + 0.32608927976067936, + 0.6303098506650769, + 0.8259586248798982, + 0.5238102974476618, + 0.6239443291212842, + -0.017616577190639277, + 0.21103776900877644, + 0.310190832317017, + 0.6512606507756953, + -0.05094273640152794, + 0.4679739764120654, + 0.12687064092802497, + -0.2393417482951605, + 0.2614625074571574, + -0.20833719335020204, + 0.3255277453650275, + -0.020803926129906697, + 0.002406224864148876, + 0.20048751532370998, + 0.31261917908967934, + 0.031628985415730254, + 0.4310586083050888, + 0.15864518605332237, + 0.2916995963820366, + 0.07177278412748525, + 0.3250400523398546, + 0.48415246125395583, + 0.11266412178102886, + 0.49737815864028034, + 0.4715788642547204, + 0.6295656944330597, + 0.13406773142170977, + -0.03533838145504256, + 0.21829931603490796, + 0.576924573714299, + 0.5825598792868073, + 0.08836859393400906, + 0.05062610287284634, + -0.07985587841114769, + -0.01035048237337749, + -0.1351780003655357, + 0.43501462060449525, + 0.05253487880043223, + 0.511669889954423, + 0.2565843773538024, + 0.07636788265645497, + -0.009057264539555215, + 0.05708046995689768, + 0.336397976767733, + -0.2559533086737159, + 0.028940945970124587, + -0.06861992422097796, + -0.18739009012025162, + 0.6313626430700998, + 0.5286926868872027, + -0.02597362391664132, + -0.020981449625763038, + -0.07605640229861163, + 0.12795625257504611, + 0.45549206476193327, + -0.034965811910995126, + 0.19776378578049952, + 0.1885370081991452, + -0.080999744871418, + 0.39051669121850274, + 0.389286390600841, + 0.3733931081372648, + -0.09623161168109592, + -0.14578850087550912, + 0.2898106500576071, + 0.20131441205672831, + 0.2714865595940369, + 0.13029177540677722, + 0.07231514364789819, + 0.09519932936433516, + 0.04915627537897016, + -0.07048569188965201, + 0.16585882248525702, + 0.30832691176904126, + 0.7459034293540351, + -0.25135966076539284, + 0.15340375003948906, + 0.31943988734381745, + 0.018156815183407532, + 0.2126749265415538, + -0.05224316803059198, + 0.12850476717256074, + 0.13188096476703556, + 0.4059425508788128, + 0.6518591656721716, + 0.2596644966367928, + 0.022608468579606744, + 0.27060340522292925, + 0.35355281749273315, + -0.10493110428249139, + 0.6405193971329859, + -0.07648244483362823, + -0.049597451945254445, + 0.1671929521407116, + -0.050967426790845594, + -0.13231532316606107, + 0.07934130311222815, + -0.31203862997911014, + 0.15771384221163776, + 0.34609195078834876, + 0.08532760812876641, + -0.051637243288107815, + -0.10097037053436544, + -0.1535096883876658, + 0.07929786842591957, + 0.09543835200806915, + -0.0045751239467436144, + 0.6784503090646948, + 0.1309612571887537, + 0.2120022132126793, + -0.07283048701892253, + 0.18998309277404102, + -0.11339688786358196, + 0.471440930073021, + 0.1636122616762567, + 1.003953465743651, + 0.08095301094894855, + 0.4614113403443565, + -0.14742152675243833, + -0.03558810980771468, + -0.2252733702965967, + 0.09334619184417031, + 0.4287293586887152, + -0.3552697867074268, + 0.28787709631305625, + 0.5237412811906813, + 0.7222240921097717, + 0.5773239663418397, + 0.4398667461825265, + -0.14505865147657557, + 0.0713785367462947, + 0.3364004466755569, + 0.2114290253282077, + 0.43877438542711567, + -0.2137136681233717, + 0.6699585464092964, + 0.4597613495590317, + 0.07713553687909874, + 0.10888469740846363, + 0.1757192987452274, + -0.18561319815892433, + -0.33198977565093246, + 0.4600717085280238, + 0.31431522937719836, + 0.31574219482166227, + 0.21003707722574805, + 0.1497642689006061, + 0.4388309881343013, + -0.08719826330810657, + 0.3760240458765357, + 0.419050172672482, + 0.27474862827850555, + 0.11680169806508342, + 0.2797727487888863, + -0.09356557253149914, + 0.08525446080149943, + 0.42930405410853356, + 0.504809007079005, + 0.25916913329736735, + 0.19193296463837956, + 0.3635146303674265, + -0.062281223116791795, + -0.17937526346033836, + 0.32090323387833897, + -0.14088724305404313, + 0.4499072101864622, + 0.5102796818508019, + -0.07175713744788662, + 0.003726251443112838, + 0.09488887805766306, + 0.5524797161975152, + 0.1760287125291992, + 0.6768160295298935, + 0.2523609220593799, + 0.4280852974416832, + 0.10239075450141084, + 0.20287050728185838, + 0.5488736977105257, + -0.148675625724045, + 0.2518457262461609, + 0.07259248123969338, + 0.16085232420309148, + 0.3859277434374062, + 0.4384165960368226, + 0.6936607784841156, + 0.27785628038065546, + 0.042220417093918966, + 0.20867811086878174, + 0.08168638790177393, + -0.08706947841425752, + 0.19493955463032192, + 0.4179762990051168, + 0.34568538071050425, + -0.01747188311375414, + 0.6051235731159559, + 0.0023611972995110087, + 0.26535744286249136, + 0.1639656190679393, + 0.08657806752070864, + 0.039502498942924236, + 0.27395491471447053, + 0.798579314579216, + 0.43295228473082936, + 0.32243692347985553, + 0.5488753567832186, + 0.2749436495375004, + 0.260950647202397, + 0.3514194121391842, + 0.534700390864215, + 0.354796884136247, + -0.2868795005268776, + 0.22850536339945568, + 0.2828132755500195, + 0.1427390273463463, + 0.5778401045393692, + -0.598769203454658, + 0.42601657753427713, + 1.0762692299047159, + 0.540440860975905, + 0.6632371265764352, + -0.052461216175612585, + 0.2819113838858432, + -0.13848241660693658, + 0.4283072633600271, + 0.12562147235285315, + -0.3725792462439338, + 0.42999665690768407, + 0.26784477027419057, + 0.1985072402734706, + 0.4586726138091278, + 0.26376247305466083, + -0.3331849110151617, + 0.01879735068998689, + 0.3434491148358742, + 0.5567146477811314, + -0.0028027324344116478, + 0.05910924705720895, + -0.0901601722229394, + 0.5219089447716726, + 0.17058752753517833, + -0.032395179945594765, + -0.1730988631026741, + 0.1191431841024727, + -0.0651185219637476, + -0.024341991789918, + 0.19818735098544749, + 0.47923819454792216, + 0.7680108566569517, + -0.13299608310185088, + -0.05040561907225974, + 0.5417154510250556, + 0.1447798263153748, + 0.7020513717908172, + 0.15955978965217163, + 0.08505732990464558, + -0.2940740717042015, + 0.3756707041800855, + -0.28297879081438737, + 0.15495347760951386, + 0.014874630781466225, + 0.07883731711144092, + 0.18878517187154392, + -0.1144891768170351, + 0.2204065522285922, + 0.38229656198397255, + 0.8263538966358978, + 0.04060685713765255, + 0.3632274446253575, + -0.11469124239117426, + -0.001123047124507559, + 0.07821436120853137, + 0.3925271732913723, + 0.23720883807685936, + -0.10106864915728156, + 0.4190339102112452, + 0.45772252942280545, + 0.020265264756457207, + 0.06712335650058825, + 0.41546245873105514, + 0.2025657694227508, + 0.2027548845446492, + 0.3839697113655043, + 0.16998616872616235, + 0.3535013753962649, + -0.1383715664058968, + 0.09898584816673166, + -0.03322196248144005, + 0.014517278676845297, + -0.24033279906836222, + 0.5333944422489024, + 0.21323908711950046, + 0.5690334952295726, + 0.2579902571970036, + 0.3976629728988471, + -0.19673154063457923, + 0.36626444553126325, + 0.19690871304832233, + 0.16349129416972688, + -0.205739479309649, + 0.38549198251894967, + 0.020747436706539113, + 0.11002852565308899, + 0.21771425954228213, + 0.04494696341972046, + 0.4295622105258976, + 0.17796355533553587, + 0.35178778707064584, + -0.32899405371817614, + 0.22460717475171613, + -0.20870865224229193, + 0.5663641464228173, + 0.3546942205086734, + 0.09017894400175978, + -0.11920868556455974, + 0.057248440496696806, + 0.6524471067765804, + 0.7081538201849391, + 0.28792016770976203, + 0.08261599769934981, + 0.01782535226373999, + 0.1239047555030103, + 0.325887776175201, + 0.3544899581918153, + 0.3542782364159561, + -0.07836825915173337, + 0.4095460810241079, + 0.15604860675330043, + -0.2791334082854692, + -0.03131600803594231, + 0.17144984995933665, + 0.6236551075166774, + -0.050055379476018624, + 0.5329480808359757, + 0.033961786262588, + 0.15223900659544137, + -0.43556094351919006, + 0.3557062062280367, + 0.03955589768908921, + -0.14736991743907632, + 0.08107175751741408, + -0.024908037933181026, + 0.38057431455635166, + 0.4002322171578, + 0.3211586979762213, + 0.5831644472163455, + 0.7198658308303908, + 0.48750387807072015, + 0.060451769802012, + -0.1699096407578832, + 0.26445544106722213, + -0.06739141499940568, + 0.19189337802467948, + 0.2631115238155673, + -0.28207192461195063, + 0.4249191093411947, + -0.3903548153517864, + 0.5049405084063251, + -0.3658290457876494, + 0.6835066697792145, + 0.3028115176969751, + 0.2860981846470001, + 0.3590569473340086, + -0.018890722578496555, + 0.5125476213019137, + -0.09100288884004462, + 0.5879149966028646, + 0.053520813583213825, + -0.2087683719356959, + -0.13511962409309144, + 0.35848129600765766, + 0.15725760165844743, + -0.09438044081575339, + 0.16525130062849663, + 0.16616011570010458, + 0.22870768981656658, + 0.8551695514559128, + 0.7277275520014739, + -0.3093517796323231, + 0.030930409106968315, + -0.09647887340194108, + -0.4464050533419094, + 0.3736649425321019, + 0.10099338197343959, + 0.43554048552860913, + -0.2942975294392717, + 0.30447851227278866, + 0.01736513315283053, + -0.2590072046588179, + 0.22757308553759897, + 0.5597058475836496, + 0.18225302747206645, + 0.0881022364570204, + -0.42290270214435544, + 0.4975435629318299, + 0.32182692886081316, + 0.20093566228250917, + 0.3006783833940506, + 0.32381935975606246, + -0.32768414010856284, + -0.184122172616865, + 0.4449999738875422, + -0.6247101685502193, + 0.19124822832693894, + -0.3055139714363917, + 0.7987125453997826, + 0.5230757472738014, + -0.24172944063174215, + 0.12532678029988836, + -0.25831571219294014, + 0.21188305154968504, + -0.01772252117357659, + -0.37102070885002714, + 0.22929774134374994, + -0.5311400131920706, + 0.33668851532981114, + -0.16708728237826484, + 0.10304227184999486, + 0.5664840400345423, + -0.3410350037414185, + 0.20401356157676703, + 0.36044720750818343, + -0.1386689933589947, + 0.053752451653134845, + -0.09594497677066524, + -0.3774990648933695, + -0.09349568375461562, + -0.16127079788574641, + 0.1312853592069795, + 0.28468278407438163, + 0.16725113780268575, + 0.2722267862695691, + -0.41567135160552005, + 0.49370735878532424, + 0.07146012168743064, + 0.5098188930606056, + 0.24233449381840155, + 0.15921365025730794, + -0.05368014944562685, + 0.3214245383864912, + 0.8295160820584877, + 0.4490856984873578, + 0.7719843771544875, + -0.019817376358784666, + 0.07055054312329963, + 0.2965914398561618, + 0.1994443804622753, + 0.22356774753836853, + -0.15287155813342526, + 0.0834272284628094, + 0.3112643853304158, + -0.07536931400049438, + 0.23633830301572983, + 0.20731760674594185, + -0.056989394033235274, + -0.1614624166637185, + 0.15620261959708936, + 0.31069006341169925, + -0.17871593822071338, + 0.25756939345596686, + 0.29680476511841747, + 0.18797177254545613, + -0.19937623419106656, + 0.7097131605579075, + 0.2805114115650158, + 0.4588840190129857, + -0.5394897014848592, + -0.07929487218062206, + 0.10565872525618734, + -0.05167622056136023, + -0.2705315876766402, + 0.07174906756834246, + -0.327835343262353, + 0.09525370390694282, + 0.14493731526868342, + 0.17584130100462927, + 0.41799313845526276, + 0.1843830434709855, + 0.5993780172644517, + -0.3775769779937522, + 0.16648457174898112, + 0.12645754197465553, + -0.4166642485600399, + 0.12067282646682095, + 0.23531317995614828, + 0.48143095928818436, + 0.3493911551266218, + 0.2776761473808125, + 0.688680742751734, + 0.3498786180169988, + 0.6111494078619685, + 0.030438589767570412, + -0.10576990068105926, + 0.5203985195775076, + 0.7083988221667173, + 0.07031208644516329, + 0.09273265962748864, + 0.07821953329083878, + 0.11551712286732563, + -0.053969085794695476, + -0.31727259094697313, + 0.0793481636563363, + 0.4892877083082702, + 0.580487197579721, + 0.3614713976649811, + -0.54993808838222, + 0.8223593791503336, + 0.38363501789401966, + 0.05805568351359848, + 0.007796282786416475, + 0.4644986816596868, + 0.13769406303852869, + 0.04408362972884727, + -0.006829847994813287, + 0.24202024926325522, + 0.06903238582047402, + 0.21483415713272463, + 0.09241474032570605, + -0.17864830209143592, + 0.32565744697249216, + 0.04756608825965031, + 0.184906181624794, + 0.560581883501313, + -0.04625831826719079, + 0.352066063971205, + 0.16577029054799752, + 0.42318717929057126, + -0.102698980928248, + -0.11639053482645798, + -0.2749016397646086, + 0.1317857560935444, + -0.22813609869665705, + 0.057186358328130224, + 0.44069341157652087, + 0.4068811246348215, + 0.126909558619999, + 0.23732352021991734, + 0.3085677937035177 + ], + "z": [ + 0.6289714949076102, + 5.19909682392767, + 2.6468906115370827, + 3.3089927346683616, + 2.8470484741263453, + 2.8853576274761448, + 3.089837151759098, + -1.4971016854213972, + -0.88254189814438, + -0.01553860769054638, + 5.7471864717711, + 1.2635213986673046, + 4.900723132154651, + 4.8402559882104, + 3.842695052223539, + -1.0963407242561662, + -0.19314433294166622, + 0.8395919502731296, + 6.576422313627434, + -2.169540465680581, + 7.778838348791238, + -0.8815837995316085, + -0.7159077692446956, + -0.5214211293068871, + 5.935703748603297, + 0.592428008188332, + 3.6816276248748254, + 8.131950434762981, + 2.1974770014043026, + -0.8658946604502353, + 3.5075841003223553, + 6.886746829647985, + 4.774164849059608, + 7.485458200324942, + 3.1628033431837546, + 1.6573179918342005, + 4.026596599257175, + -4.5446500390087525, + 2.0932842185363407, + 6.467261282075082, + 4.007082532162899, + -2.144678423251932, + 3.3755559987464974, + -0.9976869841677427, + -0.04841019754749021, + 4.720283187830037, + -1.375486557686942, + 0.479781934163791, + 4.488408494170304, + -0.9083814474120153, + 1.1263317052288109, + -0.7747476902234842, + 2.634237046169308, + 2.4298564475651463, + 1.3439686742520405, + 2.8576075083653736, + 0.8288244808502272, + 0.34813841617064556, + -1.6993124180690868, + -1.3355546017688456, + 1.7751698175056783, + 2.014920776266803, + 3.395043397975151, + 4.597347416146743, + -2.915583736498323, + 2.691149786173696, + -2.1388017000536417, + 3.026597272640404, + -0.3273510450087147, + 9.74661975585179, + -1.9137341002547958, + 5.068556398217245, + 5.060015902420991, + 0.6803742623486566, + 0.11565660891424656, + 3.4723510531137016, + 1.5334616861003116, + 2.989292304426275, + -2.8417593192588053, + -0.14747458141546677, + 0.45390703861448367, + 6.497163780057699, + 4.586316935076036, + 1.9406372266656997, + 4.810151446189877, + 2.7916014032162404, + 4.24630280590662, + 4.310250151918847, + 0.04861819390776567, + 3.7296889459539346, + 0.5179120215529089, + 6.284723633999915, + 0.6898759471953237, + 0.6141263977862086, + 3.1397120572226034, + -1.8274448247329915, + -0.5551766582097111, + -0.3304752212589519, + 1.6581659398478625, + 4.134600325222184, + 0.6712572546490094, + 0.5898752231865794, + -0.5515385312060985, + 0.9662990747656366, + -3.975166402986473, + -1.760178502562784, + 0.22022361180914363, + 7.459843150106252, + 0.13127615292217665, + 3.111057090918921, + 0.3239841428002981, + 1.1310417817046865, + 0.8052413578190879, + -0.34663843682777573, + -0.7485920253445992, + 3.6318634655581046, + 2.3325567861707794, + -1.242159774473636, + -0.8450839825282541, + 1.0220623864344356, + -1.9875732103320591, + 2.3453499010573955, + 1.5200779976878733, + 3.8501575046927927, + 3.7987840087792955, + 2.878095268047704, + 2.5673434696216937, + -1.2001353922576503, + 8.792567824280482, + -2.5075711738440334, + 1.6885158311473636, + 3.947606023285888, + 3.872109598618039, + 0.08540760162670025, + 3.2670342501337046, + 0.8001334696288146, + 2.15426060346394, + 5.016614545564748, + -1.3442255913226568, + 2.4574400527110303, + -1.208347202142948, + 5.957433231656205, + -0.6870289281734339, + 4.3165109004296465, + -3.697632330996908, + 2.1795700629539563, + 1.462461495771304, + 6.8622030298926635, + 7.095496746246393, + -0.9393069719649034, + 3.124359669293913, + 2.743075829469068, + 2.825629013030583, + -0.20030788478805062, + -0.7450569173621608, + -0.7453420766596444, + -1.6839675264324794, + 2.901477000492659, + 9.049407075090485, + 4.667253085291097, + -2.320343663550361, + 8.501803799090307, + 7.22940695705352, + 2.5970022418209022, + 2.5854852961863166, + 6.718509636924612, + 2.012739578131891, + -2.1352104675921173, + -0.4101283068232835, + 9.927793931264564, + 4.209080843505536, + 4.629495934953157, + 0.20699651478352799, + 2.028484952895788, + 10.568510448227613, + 6.705616175435511, + -1.3524770513118134, + 1.3545336905582124, + 1.525649332537212, + 1.451936018603368, + -3.2740283426495034, + 5.427036856775194, + 5.109226136034501, + -3.3356896247214913, + -1.951623982794061, + 2.1729247060209396, + 5.065386771888527, + -1.0688398926560847, + 4.417772382744864, + -0.4585246243761478, + -2.6452687622699487, + 0.8979441525725766, + -1.6422312080216228, + 0.9006423867724578, + 2.1505935978006088, + -6.051679397839399, + 2.1703150461750322, + 1.4977198969556305, + -2.3362162238228854, + 2.8609274930241217, + 4.653692450172106, + 4.399921780715955, + 1.3073721694129565, + 0.2664868022333895, + -2.5023804174886863, + 0.8943084153643017, + -1.900115135834266, + 3.540838293347245, + 2.047954270405948, + -0.4364881322867258, + 3.313225125471414, + 2.891584701865289, + 6.852531503648722, + 0.6962940965151916, + 2.6999424083483055, + -0.5178345649239255, + 2.180342968757466, + 3.6090424219009996, + 0.7797152964055405, + 3.299946836666567, + 3.838111339794318, + 1.3754415635851374, + 7.306224235898695, + 6.0052588178327095, + -2.1607664372279203, + -2.0352367615770306, + 3.460642022119556, + 2.654246055166243, + 1.8387890708220909, + 1.5591240456935715, + 4.5377426608051135, + 1.2691032890191043, + -1.4428648923853493, + 1.0351269965342451, + 0.10749774626623543, + 4.670758443360512, + -0.0888192733181814, + 2.291216159838536, + 6.832892973817424, + -1.756713384678982, + 5.986405685800101, + 2.2244628545330247, + 5.333551722467599, + 1.9644425998546398, + -3.607912528777694, + 1.3351808180309388, + 3.535448394090913, + 0.42211822045429725, + 8.454535049305942, + 3.3993060285214227, + 1.218600547656628, + 5.321297824149072, + -0.35417434043115836, + 0.6688616545225239, + -0.2051223899280541, + 0.7324138052109465, + 4.290802544099191, + 5.305910077897016, + 3.9031289651970376, + 2.9291828028507543, + 10.216457692652186, + 0.27547452991846155, + 5.123190251547807, + -2.491688699739042, + 8.611743013124354, + 7.007076115806607, + 2.976451417841342, + 1.5117102306719852, + -1.0874963673184292, + 9.052349057306733, + 1.2900935357295837, + -0.8510498948770016, + -1.8710673023438842, + 4.395844570297081, + 5.4671798838462395, + 5.621627878075181, + 3.0737120185337323, + -0.07797684862806409, + 7.808493124741952, + 10.56076054123206, + 2.8060391383457386, + 4.314264782855821, + -0.5641089544858806, + 9.993353595095101, + 0.15151068529425893, + -1.4394539396318482, + 6.353401207079743, + -1.068561843932843, + 3.8668374545643434, + 1.72487313841505, + 6.746347447871997, + 0.9794549912452192, + 3.6930012459714243, + 4.394938422393267, + 7.050809307138305, + 5.308640759284798, + -0.5723901089479702, + 0.9362090729931848, + 3.407591461721199, + -2.788531796179671, + -0.31483380714463527, + 3.48926179763328, + 2.3870436102649206, + 1.7448029512825087, + 3.4300453879643706, + 5.569332131867741, + 1.4779861428635097, + 3.9410040750525184, + -2.2931685644533926, + 4.791253730240578, + 3.9542572424703817, + 0.20573975149507273, + 3.903003563553281, + -1.0995083586871894, + 5.060042255632337, + -0.4573272482611044, + 4.468179073644101, + 4.737651401659201, + 5.096070788005951, + -0.28433476380530776, + 0.4892636600904048, + 2.089746077130848, + 4.174621909238493, + 3.5894500105002436, + 4.241265800462962, + 1.5311449280715166, + 2.773404094201969, + 0.6657160085310909, + 4.306110713109163, + -2.3267900263286116, + -1.1825679621111607, + -4.408771583929891, + 0.47223913649286153, + 0.03678035761891141, + 1.485983329440899, + 7.721429253443041, + 5.259218273425596, + 1.8277903536052602, + 6.188052393160991, + 3.553557471833342, + -1.3080937559556616, + 3.488335927130817, + 6.982844225705199, + -3.8269422440376775, + -1.3666960900585625, + 0.770483966238809, + 2.989788160120954, + -2.2412633147128362, + -2.0916073494535814, + 2.4694288183227653, + 2.241656880222261, + 1.8645357504592046, + 0.8804647597076604, + 1.0051027083359605, + 0.3597110020722418, + 1.1697781962458698, + 4.8858617753956555, + 0.6307731256529618, + 5.8980086954079205, + 0.6441319031213943, + 0.6727849327894657, + -1.3950026647406997, + 5.028077214180501, + 7.079888379109583, + -2.0378684495437875, + -1.3560715339183655, + 0.7832610156757778, + -1.595268937106626, + 3.0020165762157767, + -1.8345436493880247, + 0.131385583074358, + -0.8601070590305135, + 2.2919571509148735, + 1.4423491065598792, + -3.268100148319245, + 5.539876022710528, + 3.864992169749373, + 5.502178913050437, + -1.0188686752228273, + 1.0096075066056875, + 5.446839684231424, + 2.087845693890467, + 2.641731768152865, + 6.656867990130156, + -0.8621983321614244, + 1.955938621884155, + -0.3686010034627363, + 1.149787032142897, + -1.9672538104150226, + 3.2083799936752952, + 3.383928192120491, + 7.23661467265682, + -1.8323157013104576, + 0.5446230441963726, + 0.44668286322084105, + 2.867783447068563, + 7.857919327485471, + 6.717286074773067, + 6.393223525068139, + 5.216483335816784, + 2.881228857048507, + 4.18604338860237, + 3.1003946081728726, + 2.847479544608592, + 1.9922944710040218, + -1.321834736502577, + -5.87655305374356, + 2.321292316697225, + 6.156016486883386, + -0.16588045330329826, + -3.2067219827158797, + 3.9125692342647134, + 2.461145566770377, + 2.6781587034887573, + 1.2793270125426233, + 2.9388448870859554, + 0.9182851056472091, + 3.735780237331255, + 2.487622164721019, + -0.7517855054329892, + 2.138719664288506, + 4.974395744352922, + -2.1042203380743816, + 3.747733984682673, + 4.305185618344804, + -1.149049351532574, + 3.2373503615176498, + 4.414622225913215, + 3.672907079926274, + 3.9716828230160526, + 0.33846840046326454, + -1.6822073830436461, + -5.26893243887657, + 3.1975059826215224, + -0.3078393058650408, + 6.337481165316387, + 0.6510333507481494, + 1.1164091039618094, + -0.40413226329137597, + -0.004640594230400419, + -4.629763838730566, + 6.63304610189965, + 1.8907274842150086, + 4.567520318046485, + 2.67406400420905, + -0.35899656803924973, + 4.2009702565452836, + 5.440277300026356, + 2.6450380686656265, + -1.2004430561154686, + -0.6780722538605648, + -3.0887657891578963, + 0.12710066178395363, + 3.746258068995449, + 3.5491212961689564, + 1.949666697309574, + 5.873010161830177, + 3.0927188117015696, + 4.089119836994286, + 5.579572223869456, + 8.460356757208283, + 4.226564415920489, + 7.437172492184466, + -0.5945378767242104, + 0.29127298116463485, + 4.270030830760332, + 6.717817194871863, + -1.5092970365375313, + 4.5767020647725625, + 0.19339603636040503, + -3.137697397953113, + 3.4322109779604832, + -0.6596697292582232, + 1.288606119676546, + -0.9866863928148177, + 1.5493539064771555, + 1.9866953575167767, + 3.294249605721946, + 0.4883245625608239, + 5.036223272940417, + 1.5884841401176981, + 1.2484961652092395, + 0.7563032552233806, + 4.494462516808898, + 5.848329914066968, + 3.1010530743490845, + 4.308957693986866, + 5.7526982344659086, + 7.160429233482075, + -0.4980557760563067, + -0.8409713262807479, + 1.913601730091879, + 5.58884606159115, + 5.775944002837184, + 0.9566126559192932, + 0.8361438268353985, + -1.0396580816216812, + -0.15077702144523664, + -0.9993425898719037, + 4.401806178469643, + -1.6797634103895303, + 5.081379814262785, + 0.9404092760766027, + -0.040197592674198424, + -1.0881511817541858, + -0.4090217323656056, + 2.5072644996503977, + -2.221782078894753, + -2.0253650695349688, + -2.61524660923804, + -3.3986919216955074, + 5.873517318107725, + 4.29356797737321, + -0.0640116005152862, + -0.99751634084482, + -1.7082592336581914, + 1.110388422292841, + 3.8162653026810798, + -0.9076510935084108, + 2.4441052248066732, + 1.6073704850479293, + -1.3159461345526822, + 5.4309742353718535, + 3.548213983780579, + 4.768331976314638, + -1.25065696703104, + -2.1506933044814183, + 2.5066147222839334, + 3.347478194403481, + 4.696143711990585, + 2.784781167043529, + 0.5391360819801592, + 0.781255166680824, + -0.1208847812605216, + -0.25996270269374455, + 1.4315099041437473, + 2.563449409626898, + 7.069883834030746, + -3.0134491562372063, + 0.4436960885091785, + 1.983410104828279, + -0.757263663916314, + 3.4382489872240862, + -0.7591238222225578, + 0.6434628541321921, + 4.735665763190804, + 4.347833558026283, + 8.443282790003959, + 3.767906257530571, + -1.8466951165491339, + 4.336518038202371, + 3.375573482792051, + -3.118381818705997, + 7.204655989835015, + -0.5203844194110725, + -1.2647504742585194, + 1.4332250756559408, + -1.0441394277773397, + -0.9656178149733825, + 1.5541137128158837, + -1.9097550239021213, + 2.8573383028569186, + 4.391037814148303, + 1.3977624356793283, + 0.47518318430513196, + -1.982743139874592, + -1.5328105367060485, + -0.12664600454034147, + 2.4267651212731653, + 0.24259443164202454, + 5.9432049962280225, + 3.1365912823014694, + 1.7877475453696277, + -0.32981416820818854, + -0.8541818732694564, + -0.6342437345322094, + 5.198799004541093, + 2.2147043734654677, + 8.340272371186408, + 1.7504645611440568, + 5.992572276383543, + 1.4770440755448895, + 0.6929015664557385, + -2.3104076419973683, + 2.415952358705294, + 4.288590034780434, + -1.3494373495469882, + 4.3352689630554, + 4.835565532654128, + 6.92511099634099, + 4.671101206831246, + 5.975503569426751, + -1.6670746885509944, + 0.4823850407459547, + 4.108764226104206, + 2.1545769452360495, + 4.4136365223229, + -2.2943520529020645, + 7.965456623113186, + 5.724034823944706, + 1.9677258909013755, + 1.146618297224391, + 0.35746928665591726, + -3.7883859096865513, + -4.562779810541166, + 2.4504776197982308, + 3.299903022595077, + 3.212576301443791, + 2.9746491842022715, + -0.18905455593687104, + 6.486057357495813, + -0.8345362786117239, + 3.8741048540117307, + 5.072551171284446, + 1.1450129934809752, + -1.2873516573831365, + 0.992732861967241, + -2.3549842549663507, + 1.3541848254908921, + 4.553840421343508, + 5.613445776306983, + 2.110708119487688, + 0.3501312946038666, + 3.1959291919180517, + 0.086582320675189, + -0.8740798420088272, + 2.386191838139765, + -1.2317341817671474, + 3.778124290723734, + 4.840466328614349, + -0.7508461057683058, + 0.33492451474351226, + -0.1710022489112879, + 4.697250221515923, + 0.17328416995993967, + 6.610013615735912, + 2.65872414764072, + 4.771153977622782, + 2.8233515697947307, + 3.4324000022177916, + 4.101737845586074, + -0.9492255690001103, + 0.5909517710267351, + 0.9568108266412333, + 2.499535991375263, + 3.5611360990539147, + 4.460063279384283, + 5.348921979812284, + 3.90670965236312, + 0.5609088967780929, + 2.6614203013576034, + -0.010649390026448824, + -1.0031617574844272, + 1.5974336628942907, + 3.7149720942175293, + 3.3238557028868856, + -0.7168715289501879, + 5.2929569495398265, + -1.5091022723339296, + 3.4284843992327128, + 1.3461482136715741, + 1.5417656621794649, + -0.022500926328142157, + 0.8033817029964834, + 7.2834777939232485, + 4.177305366451627, + 5.276784875562694, + 6.072449653882085, + 2.8822336755909466, + 4.10686652494656, + 4.2564264000971, + 5.672532291196392, + 4.51457774946036, + -1.481289194510922, + 2.4913038589457814, + 2.3178176288654826, + 1.6829502744205942, + 4.463083342059759, + -6.10527616921423, + 3.6074768883171564, + 9.75708470830358, + 6.607295110703005, + 5.717138654996069, + -1.0008646570481803, + 3.1332518541324332, + -1.143240150280302, + 4.281091179220438, + 2.1135275722878144, + -4.161368636654164, + 3.435270164278233, + 1.6893537616322416, + 1.368947544950839, + 3.3711226783517603, + 3.470785328202443, + -2.6033075670609516, + -0.07958692854840721, + 3.036355737346365, + 6.626250971540271, + -0.4038894645853066, + -0.11423581193043875, + -0.6701118455007107, + 5.692274847601073, + 2.1361377427133394, + 0.5310929432835352, + -1.8142845217504768, + 0.7492822115695331, + 1.0661877099612993, + 0.32430839837721126, + 2.466651865509849, + 4.722812997151705, + 7.88135291557793, + -2.514614233980192, + 0.05994740834093171, + 5.545037148224072, + 2.4496752492984095, + 6.092289814530277, + 1.1216055067446238, + 1.975304968850328, + -1.9124599396004207, + 4.610574966318154, + -1.5591767943891517, + 2.1331431769531597, + 1.5799739126546246, + 1.61052557172759, + 1.9408774325075053, + -1.6879229468045303, + 2.052863015639026, + 2.5713744255880746, + 7.699048717135279, + -0.07075127460590158, + 2.6889463245850176, + -0.8313723246066602, + 0.673111723631517, + 0.14839074116410655, + 6.263047826666819, + 0.7996332210222818, + -1.985379093318297, + 4.832757036185389, + 4.929856367713848, + -2.531732069908753, + -0.21128905977248058, + 4.900031314587665, + 1.6276661663213006, + 1.3659118549515368, + 2.5505898207157447, + 1.465815217857701, + 3.317262250747455, + -2.547481210027964, + 0.3704084870746236, + -0.3917473087590788, + 1.0692412075066153, + -2.046303285294736, + 6.144009394055816, + 2.1653374178832117, + 4.594725779142868, + 2.216225142191274, + 4.3333933126688216, + -0.8255635608169851, + 4.596330287297276, + 1.2422332336057003, + 1.87223602177305, + -2.889401624660937, + 3.393938019940819, + 0.8383815555480841, + 1.7686534462821737, + 2.7780442819953173, + 0.8313167733535418, + 3.5779189620180913, + 1.5010974425625823, + 2.245117542193947, + -3.221043889121329, + 1.549257750750584, + -2.8306303296038178, + 5.386793322816126, + 3.9863062841434105, + 0.796377124736786, + -3.5829556125817894, + 1.705187862644671, + 6.411098326632029, + 8.890037612366399, + 3.280780227092049, + 0.8082304565485797, + 2.009693596640957, + -0.043925476056277946, + 2.071203226280398, + 3.4670724706926546, + 2.840586244233074, + 0.38508543587840216, + 5.272387785954827, + 3.331390575641397, + -2.657182062427648, + 0.29663304923892775, + 1.662249548202685, + 6.987113281055503, + -1.9599185735957465, + 5.329687755053908, + 1.7414874248889252, + 2.7461935275533578, + -4.531568809164488, + 3.0377472993056323, + -0.9251581313611652, + -1.1837450725276364, + 0.9805449578829426, + 0.29900322813497104, + 3.923812509669908, + 4.084409417629623, + 2.1197466948313135, + 5.09772946855076, + 6.4707739605626635, + 2.965639079997152, + 1.7248842472948647, + 0.4553456646093077, + 3.9542310376765655, + -1.2797784509236978, + 2.1398378776004963, + 1.6878775936709245, + -4.379023638184821, + 4.727101914992138, + -3.0515299951389276, + 4.763438456082522, + -2.3612926594106356, + 5.4086398019287865, + 2.8344307592787983, + 4.7275366360759925, + 2.5269154846952184, + 0.10169449258060692, + 7.084882524717543, + -0.23846115801293832, + 5.911942265527321, + -1.0906689732985093, + -2.3463892419206913, + -0.9806630615404832, + 3.96783398830862, + 3.065409286143299, + -0.9991135851186179, + 0.9914335356618073, + 2.924413832751336, + 3.751932137469518, + 8.112054592603764, + 8.34116908843316, + -4.329598444885418, + 0.39436881227514764, + 0.46018066166680205, + -4.6953147265378, + 3.9650106655853086, + -0.06357729771213139, + 4.521628424673113, + -2.183882330055879, + 4.66365136396418, + 0.12756069132282155, + -2.885848967036542, + 2.4514179025259697, + 6.084480886475017, + 2.5297370800726147, + -0.3793126420829376, + -5.009217956236755, + 6.936495950286826, + 4.775312366880987, + 3.141729182194496, + 1.7777056326901803, + 3.037412750338076, + -2.7877640548560136, + -0.9988947284019778, + 4.342364585094537, + -6.061006562337438, + 2.4526934570978205, + -2.988011629114508, + 7.778949737118593, + 4.163244265401133, + -3.285077035798811, + -0.27366787966751693, + -1.9961030208715282, + 2.3345043115196336, + -1.8286792327625032, + -2.8308190620643674, + -0.13698942089486787, + -3.8733969475632946, + 4.616487033119409, + -3.844927412227085, + -0.5018469449515188, + 7.247756839245161, + -3.707450732519305, + 2.3280611881895346, + 3.847233363601634, + -3.3751730728482037, + -0.8733506264780839, + -0.5116087600028902, + -3.399381917715576, + -0.9014242602854678, + -2.535408770341973, + 2.2160869196158806, + 3.0135484485445394, + 0.9978762309717983, + 3.4462047752607576, + -4.508378568607737, + 4.715386532128957, + 0.2873667088018348, + 4.671134773938654, + 3.5426916998523117, + 1.360953006346385, + -2.3544988119188184, + 2.4228619246490233, + 7.557428391154719, + 5.967229394747529, + 8.67763429214443, + 0.19741327517680962, + -0.8699126057733495, + 2.484624369824393, + 0.7856172924188944, + 2.9394725941705016, + -1.2125237825679545, + 0.37596361047787896, + 4.537007919886564, + 0.1361153221329774, + 2.102019195207406, + 1.6207084968500747, + -2.745528657568482, + -1.702130770437147, + 1.8287075807521875, + 3.3677470340565385, + -1.6869793732429592, + 2.7586258487680917, + 1.9429048932592916, + 1.3507189693747899, + -1.2661004145859907, + 7.666035484679508, + 0.590130443017002, + 5.2639041869504695, + -3.180279096718445, + 0.6907958091856596, + -0.38806999961002253, + 0.17285476068194505, + -3.766982654249816, + -0.15036304008862023, + -3.2542174479940154, + -0.13702046924702294, + 1.7290869659659183, + 3.3219448909986964, + 2.770890408811624, + 1.9029701527169784, + 6.041100780963275, + -5.192892563869524, + 2.4218695839590505, + 3.061530052177212, + -3.6090796019081837, + 2.515507625004653, + 1.4484016838357001, + 4.217076695304323, + 5.6083051572742395, + 3.688538120265794, + 6.937443277397808, + 2.735061869641475, + 5.730210743625193, + 0.9395069482439491, + 1.4152619475988788, + 3.5878370757927494, + 5.80298152966221, + 1.9853192536497837, + 1.3117181627889702, + 0.1974623823103152, + -0.7535862655105885, + 0.3392175363713501, + -1.9261404277667777, + 0.15680876755874928, + 6.658016742512162, + 5.788332612240238, + 4.2135109999570215, + -5.774617725296858, + 8.256187928467046, + 3.768877984934634, + 0.7276272260434816, + -0.1114389191477192, + 5.910481286259715, + 1.374712467889076, + 2.423790072201257, + 1.0455285604252944, + 4.118470482562454, + -0.808368884755132, + 1.7468847593488173, + -0.0034676533475614946, + -1.3191219871634852, + 2.412133154997261, + -1.0245708447971622, + 3.443795935303323, + 6.731964248900455, + 0.8298489991767318, + 4.801493960286079, + -0.3821853904981438, + 3.146104142372578, + -0.6344018505988838, + -2.6517948504497215, + -4.492785683325778, + -0.2422572660579212, + -2.603919757979257, + -1.6721126446006354, + 2.2641074638077474, + 3.867829237898684, + 0.31022102187213174, + 0.6808781943688265, + 0.6747843762003041 + ] + } + ], + "layout": { + "font": { + "size": 18 + }, + "legend": { + "title": { + "text": "Data" + }, + "tracegroupgap": 0 + }, + "margin": { + "t": 60 + }, + "plot_bgcolor": "#F5F5F8", + "scene": { + "domain": { + "x": [ + 0, + 1 + ], + "y": [ + 0, + 1 + ] + }, + "xaxis": { + "title": { + "text": "x" + } + }, + "yaxis": { + "title": { + "text": "y" + } + }, + "zaxis": { + "title": { + "text": "z" + } + } + }, + "showlegend": true, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "heatmapgl": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmapgl" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "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, + "#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, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 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, + "#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 + } + } + }, + "title": {} + } + }, + "text/html": [ + "
" ] }, "metadata": {}, @@ -386,9 +18175,6939 @@ "outputs": [ { "data": { - "image/png": "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", - "text/plain": [ - "
" + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "hovertemplate": "Data=Real
x=%{x}
y=%{y}
z=%{z}", + "legendgroup": "Real", + "marker": { + "color": "#000036", + "size": 5, + "symbol": "circle" + }, + "mode": "markers", + "name": "Real", + "scene": "scene", + "showlegend": true, + "type": "scatter3d", + "x": [ + 9.004177354909239e-05, + 0.8819273379549436, + 0.5003865237834356, + 1.8385437846049354e-12, + 0.16279146500007452, + 1.8539085703290248e-17, + 0.9999988338450724, + 0.4783893616639808, + 0.0042732432689883675, + 0.9809579383340237, + 0.9999996206146252, + 0.09417218589354895, + 0.004352617582050614, + 7.79049452822851e-05, + 0.9999999999912171, + 0.9999969655953557, + 2.2931955375055183e-12, + 0.8553620843576518, + 0.999988513027451, + 0.9880118138884082, + 8.267133671466523e-07, + 5.98364252648376e-15, + 8.26543990127396e-05, + 0.005947441678046152, + 0.9999804692757127, + 0.9036394549204502, + 0.619436930611018, + 0.012998298581060717, + 0.00035215253301984294, + 2.6962490477637393e-09, + 0.9732325061171405, + 0.999781518100652, + 0.0013800165305519606, + 2.7992797828587494e-08, + 6.05117862301852e-12, + 0.9999987271679586, + 2.0277849774014267e-22, + 0.4234694493485783, + 0.9999999999334924, + 0.9999875493219413, + 0.9628557955016216, + 0.9999999316427814, + 0.39018604887434694, + 0.7939014409289543, + 0.9981789251996047, + 1.7567775710557966e-08, + 0.9544080274151585, + 0.9885159022408369, + 0.8818641284687807, + 5.269102720219746e-07, + 8.628961477697677e-14, + 0.008075743316326928, + 0.9999975548702797, + 0.0022298962054448416, + 0.999981411663405, + 0.9971638177655094, + 0.8024192653991781, + 0.03952001905039348, + 0.9999995453988859, + 0.9935514009766384, + 0.2608156255989924, + 0.9999753596394808, + 0.0018703604506614575, + 0.37542526671855203, + 2.1833248631934047e-19, + 0.998183607034937, + 3.182026880872669e-05, + 0.9999776106161096, + 0.04570196011707222, + 5.381211540431579e-05, + 0.9999984986509332, + 0.9934637902301507, + 0.9999999986734921, + 0.8730197413257846, + 4.631745068541153e-08, + 0.9999983705291866, + 5.169161400528226e-06, + 0.9999992021599335, + 0.222722278095124, + 1.369431640643768e-05, + 0.004412914027971684, + 0.8423650970476863, + 2.177447439170568e-10, + 0.9956022398607249, + 2.448311881249179e-12, + 1, + 0.9997135902725476, + 0.9999979209381971, + 0.9969908716517182, + 0.9999999953490228, + 0.9999833831249964, + 0.628476364348566, + 8.314648145184407e-05, + 0.9794838140112626, + 0.9996060542455149, + 1.4476280687414382e-10, + 0.9713152300108876, + 0.4265741083734746, + 0.1074652309812848, + 0.7838221362558108, + 0.9999999985056274, + 3.5460302198319985e-08, + 1, + 6.9987709998446225e-09, + 9.545231372143549e-16, + 0.08962594449317701, + 0.9999768009349748, + 0.9999831676322013, + 0.00024763713976402684, + 0.06421501658178642, + 0.811459037499377, + 1.1510728420984625e-06, + 0.6971312316005474, + 0.9998841810869418, + 0.9695258372162481, + 0.98987291527803, + 0.8294101833184158, + 2.0780829448812154e-06, + 0.999999999976266, + 0.9999975808078102, + 0.9998824395282206, + 1.6374723587601648e-18, + 0.00029071361818744124, + 0.7719339481076752, + 0.06392907638674636, + 0.9999487718496837, + 6.831343076015754e-06, + 0.9509155741558997, + 0.9999999792796235, + 0.008482316718401809, + 2.078855807648214e-06, + 0.8445447449027021, + 0.4804730609375661, + 0.8833960468768901, + 0.49767753730762326, + 0.3731400457545788, + 0.5483566892541328, + 0.8865138124850431, + 0.22191787984821715, + 0.999937604748255, + 0.999999037535073, + 0.9999999999991397, + 0.17780061007086484, + 0.0007192993812736357, + 0.11655195127814487, + 0.9997409868985323, + 7.267370121362635e-07, + 0.9999970072849427, + 0.9999999976676734, + 7.577483190919813e-11, + 0.1615152091720753, + 0.049437152648727674, + 0.990912362381984, + 0.999978995789649, + 0.9999999667401525, + 1.6040946735046809e-16, + 0.862109492855056, + 0.9998133496445247, + 0.00903311427003842, + 0.06710336892761405, + 0.9998121827917541, + 0.9294099862943406, + 0.2719556137968477, + 0.9948806019912709, + 0.0005225518689434695, + 8.59729933845222e-10, + 0.7716467582698575, + 0.8758253610545889, + 0.9999998601928543, + 0.592920969433479, + 0.0001028178649671519, + 0.01270664562945986, + 0.9999999999965882, + 0.005868088003321922, + 0.004869831005895121, + 0.9999991423826469, + 2.5582232187383917e-10, + 3.605780885260147e-14, + 0.9926764111148202, + 0.006359051692681257, + 0.14868441772086843, + 0.9998654361724252, + 0.9999688664573757, + 0.9999999626525081, + 2.5553231456445582e-09, + 3.0657186938980226e-07, + 0.9999999999999997, + 0.9999753679569354, + 1.9687586355734867e-08, + 0.0345546714869112, + 0.2911381024390707, + 0.9903776430408929, + 0.32689479775598945, + 0.9998426587435544, + 0.0006374349180953996, + 4.3316916331211054e-05, + 0.9990292016359745, + 0.4878070558672581, + 3.791973433318613e-10, + 0.00723973925726133, + 3.3993007149986994e-05, + 0.9999999999999997, + 0.9999999998914186, + 1.8392779197716796e-05, + 0.9936599762017101, + 0.9685818056700836, + 0.24205258034993668, + 0.24563180324098774, + 0.5062003696768249, + 4.5632682753193615e-08, + 1.5893116334527818e-10, + 0.0009258106695333814, + 0.9999829266555065, + 5.449391563251733e-08, + 0.9999999862890158, + 6.184754697259456e-10, + 2.9588816503109556e-11, + 0.9999999995888752, + 2.209552126726399e-11, + 0.5243371386115255, + 0.17788104819913597, + 0.9364875892293619, + 0.9999997102481766, + 0.9646157324359063, + 0.0005043505179454181, + 3.433871149071364e-07, + 6.962547771639538e-17, + 0.0005705181476345269, + 3.7800245951396733e-08, + 0.9212651795068142, + 0.9999194159746669, + 1.4828109799561261e-05, + 4.543291486302758e-07, + 9.554042126569798e-20, + 7.101186942141236e-14, + 0.0017937496875545702, + 1.7636250554032928e-09, + 0.9979091310648852, + 0.26850183728794685, + 0.03821805768292544, + 0.012965465417702186, + 1.2260233378371252e-08, + 0.6578600303227561, + 0.04385858619760754, + 0.9798276632016703, + 0.9380624432942081, + 0.9999999982437944, + 0.9334769800474823, + 6.336015582542333e-05, + 0.9999994292359857, + 0.7351073767867897, + 0.9364861991917587, + 0.9787473791087683, + 0.6773357166053052, + 0.9954766912544787, + 0.0004668834293854233, + 0.9999999932612442, + 0.9884089681088948, + 0.80421755384911, + 0.9970252604526022, + 0.9847651408421433, + 1.3871928328487631e-12, + 0.9971180668572894, + 0.11318388258177825, + 0.9999956278340403, + 0.9999962512570574, + 0.9893920860135357, + 2.088374712962488e-05, + 0.9957521500471241, + 1.9108570875295387e-08, + 0.01889531415020629, + 0.0071280538583332834, + 0.4595111749412914, + 0.9995736310751785, + 0.9999997911809402, + 0.8772679535418088, + 0.9999935902098118, + 0.9999999998095408, + 0.0054660104855033306, + 0.2513638243690073, + 0.9999281376212251, + 0.01451952234218004, + 0.010954875238739645, + 0.27631767267984947, + 1.015029704321471e-08, + 0.9984189547217048, + 0.0005090786652513512, + 0.9827800602120069, + 0.9999386331858429, + 0.0049694625058347855, + 0.15335600443816857, + 2.2751661375028332e-07, + 0.001623913440704038, + 0.9983025606920416, + 0.9999986863952941, + 0.999999811914888, + 0.0066777113860118096, + 0.9990024448768936, + 1.5130016298855355e-06, + 0.003388407091466977, + 0.04075990255560983, + 8.271207316823911e-14, + 0.999999998598962, + 0.371162369851305, + 2.7287649630666223e-07, + 0.6782701425284876, + 0.22055951423043635, + 0.06393205088108694, + 0.9943102358341701, + 0.008164691777154691, + 4.198975407835963e-09, + 0.09356763088871242, + 0.40332652738382196, + 6.219188238300987e-07, + 0.9996178175673537, + 0.03312327606076058, + 8.832966432406274e-13, + 0.012431548753754264, + 1.9351868139461005e-09, + 0.2065597888744507, + 0.9899983873644854, + 1.2319898940159352e-08, + 0.08376955514421551, + 0.9999949134820905, + 0.07838849690042869, + 0.7749899684412316, + 3.7551342761914466e-05, + 0.9999151819371316, + 0.016843735990217327, + 0.9860381067412862, + 0.014198412115083759, + 7.295263247164468e-08, + 7.014899276479278e-09, + 0.00016187531573628384, + 3.136406473775348e-06, + 0.7566396215061819, + 0.9999901835805616, + 1.188940759057053e-06, + 0.9940815177867737, + 0.9992058685492587, + 0.9999992799124434, + 0.061018113797804835, + 0.9993835075417001, + 5.5347904347575056e-08, + 0.0009109311927523739, + 1.1553232612676257e-05, + 0.999999999923907, + 0.9998969077932568, + 1.1561128027498858e-12, + 9.979487697873948e-05, + 5.3036937605565296e-05, + 0.919815185000319, + 0.7948538037059172, + 5.545752411433674e-05, + 0.1824489547764571, + 2.024081112384886e-08, + 0.999999927761298, + 3.381298710476814e-11, + 0.021431406459728495, + 2.812432881834595e-08, + 0.8895887536395746, + 1.1121468824222045e-07, + 0.9171143469631761, + 0.00013117390000264947, + 0.0006567696743542466, + 0.8215800010928129, + 0.9864363226648064, + 0.9814482454947655, + 1.3136730953135743e-06, + 0.029954097206729917, + 0.9765758675263303, + 8.862769799487334e-10, + 0.998134323799707, + 2.7561165358388316e-08, + 0.8182456892524852, + 0.7778704627089971, + 0.0007432556104945262, + 1.72842596672948e-05, + 4.974425348112529e-13, + 0.19830627069543974, + 0.0001571948479670658, + 1.454696714242072e-09, + 1.1578809136059537e-05, + 0.9999999447504446, + 1.0380646871196865e-05, + 0.7614094023536148, + 0.9211415686192138, + 0.04033813372269043, + 1.0188044160326237e-07, + 0.9770827548153014, + 0.0007609300334770208, + 1.5003678111575175e-06, + 0.13064876401904452, + 1.490893626431377e-17, + 0.9933335758373493, + 0.05689211650111981, + 0.9999997821536397, + 0.37413669884248874, + 0.003998142561917461, + 0.5236352550507434, + 0.9999990006793283, + 2.067825999508326e-09, + 0.9943353124441661, + 0.9807939611832684, + 1.3544407083470519e-08, + 1, + 0.1452498463229466, + 0.00461038874361224, + 0.4956209947765252, + 0.9925423954320433, + 0.0009082195995200403, + 0.09540551954081386, + 0.8502360013246144, + 0.9999048764613249, + 0.29887621287059646, + 8.958203376359473e-18, + 4.759110739946896e-08, + 3.5112362874744195e-05, + 2.1164819888508463e-11, + 0.15417844663735453, + 3.2758102815546435e-11, + 4.866469227729136e-07, + 0.6749233233038581, + 7.741024301553022e-12, + 0.9999999995460985, + 0.9953680778749883, + 0.850343095662872, + 0.03424930997387284, + 0.1698940536313147, + 0.2821988242087072, + 0.961294954088918, + 0.9895052527692524, + 1.2897676255465643e-08, + 0.6964252649463553, + 7.346246809190166e-10, + 2.314814708388187e-05, + 5.917242849970073e-08, + 0.9999996930806478, + 0.9999581550998783, + 0.00013076036157363537, + 0.1550919842743954, + 0.9993723631422684, + 0.9999926059124961, + 1.4000764887189829e-05, + 6.606654830836285e-09, + 0.9999999988532322, + 8.515737581712668e-06, + 0.0005495938333469163, + 0.9998365848570465, + 0.02168950324480917, + 0.9996271565299713, + 0.9854667806368738, + 0.913489895709267, + 8.321178881455449e-06, + 0.999999956738896, + 0.9969079237893775, + 0.7537892729855626, + 0.9999999999998302, + 0.0009012768392067193, + 0.9998749928442197, + 1.677865444627134e-08, + 0.9981174148660354, + 0.009824218587357443, + 1.0841653739972933e-17, + 1.263373646647363e-07, + 0.0008739935566923907, + 0.08169072166294866, + 0.999999999999816, + 6.623133982395088e-09, + 0.9781926082540281, + 0.26492715460287314, + 6.73233540140496e-08, + 0.7087384303396628, + 0.9999999999631152, + 3.3707501239300773e-07, + 2.37664867206506e-09, + 0.009789874364988458, + 0.11042121414173302, + 0.999854884187042, + 0.8504137687522072, + 0.030854036918770086, + 0.9999952720343486, + 5.646901556165159e-10, + 0.9999999999767687, + 0.13664992639337176, + 0.00023468408557738823, + 0.9706147294461149, + 0.9791657908282758, + 0.9899913368495895, + 6.068183267286558e-06, + 0.8028278212921585, + 0.00043410971796876345, + 0.9999988950407713, + 0.9999999945515347, + 0.9994813689442668, + 2.1658491706834654e-05, + 0.8529412139004278, + 0.8832784831051508, + 0.1147574670254104, + 0.0011919275236610476, + 3.176337159318079e-07, + 0.9999999999999838, + 0.062357291999296176, + 1.0556388943303624e-05, + 0.999999999999995, + 0.9998015582262617, + 0.9989805710435656, + 0.5510750286481884, + 7.147282866342474e-05, + 8.481732650481739e-13, + 0.9984362923314236, + 2.7187732525701724e-10, + 0.0005140267341122251, + 1.4647739407590333e-07, + 0.02138993438970968, + 0.0011722950683425958, + 0.9743360738921135, + 0.9999999998410598, + 0.9999999999999999, + 0.9935045258772933, + 0.8345163013001501, + 0.999971260922887, + 0.9984446846277987, + 0.06402864486034202, + 0.9977447201391139, + 0.0036880146599176503, + 0.9995507557527497, + 0.8916186847520483, + 0.9151003912343079, + 0.9998094536835963, + 0.9997678945950194, + 0.003332111985372262, + 4.097897664008801e-07, + 0.9999999996387746, + 0.0005843564848828945, + 0.9991221236780296, + 0.9999977585550033, + 0.9999995133080053, + 0.976420877771018, + 0.8456305952245305, + 0.9355398272371067, + 0.8425533069350906, + 0.9996662220515647, + 5.738337489049054e-13, + 0.38095436746682204, + 0.9999999733897652, + 0.0015166589007208574, + 0.9999997207137805, + 0.9999975168712485, + 0.00015824788034530924, + 0.5545726771194671, + 1.5181287331376482e-10, + 0.9992403970561226, + 0.3261181975129048, + 0.6524138995985679, + 0.8500874157565003, + 1.9191472331476264e-07, + 0.9736629368171182, + 0.9776133101189973, + 4.5652626088225774e-05, + 0.9999999997050454, + 0.9955836477938934, + 0.10988871790054534, + 0.9998219779806073, + 0.8594231474539289, + 6.7221669474261646e-06, + 0.8715772483136389, + 0.45150852380164114, + 0.1585797614962494, + 0.562574714665363, + 0.12323823593877627, + 3.5813739764248253e-08, + 0.9999999999999982, + 0.9999999914359944, + 0.0003459237748984672, + 8.598430251788028e-08, + 0.9929356559187261, + 2.970338408392549e-17, + 0.009564214531975337, + 0.9998618018884299, + 0.8327381714234398, + 0.9999999976397024, + 0.9679406262532354, + 0.9999682022188418, + 0.020334334992968307, + 2.4501687993262465e-10, + 0.9999999999130025, + 0.00019216209853126386, + 4.294505200210574e-10, + 0.002868930302715898, + 1.585978805465622e-13, + 0.9999999752418871, + 0.9999999999999987, + 2.2301094939606257e-12, + 0.010427057403110255, + 0.9861873913602878, + 2.4215267308068863e-06, + 0.36017545388791783, + 1.3672076752480345e-07, + 0.999989339375111, + 6.760769937357544e-10, + 0.9998391161964255, + 0.9999999897611276, + 0.0004074481724820145, + 0.014838644014503393, + 0.9762280933117807, + 0.9998448118601998, + 0.9999987336215939, + 0.9999999955697279, + 0.9966658982084521, + 0.9975870336721714, + 0.9999999332555525, + 0.7539665084953766, + 0.285991944402136, + 0.8754058794578662, + 0.9999991260098492, + 0.9821882925879755, + 0.993524371734504, + 0.34300214323634765, + 0.9905988157111139, + 0.00012751268284382433, + 2.6726270921808156e-10, + 1.9044926195053103e-05, + 0.02123960636888129, + 1.1273680543387881e-08, + 0.11801269300699378, + 0.9992640875359021, + 0.10603577756545397, + 0.9999999999998854, + 0.9999997533919243, + 7.893588185384794e-07, + 3.613926538011072e-06, + 0.2177969542661693, + 1, + 0.009843323595914518, + 9.767425364139406e-07, + 0.00018141429464746408, + 0.9999825356860147, + 0.12498671288367807, + 0.999999046156499, + 0.9910794145381032, + 0.26035193659771866, + 1.9108343797536947e-15, + 6.657076821977399e-11, + 0.11338150977096936, + 0.2390949308003101, + 0.0001574157431448895, + 3.3097062388904236e-11, + 0.017902974249033893, + 0.02856571034555138, + 0.03586285085544506, + 0.9534700324204667, + 0.9875661626096447, + 0.9999989893625295, + 0.9999759537776043, + 4.2551351383202923e-07, + 0.9422893114069707, + 0.0700976639340886, + 4.017468130050203e-07, + 0.9828341785997461, + 4.71850455415288e-06, + 0.9998097606192607, + 0.002866403664546953, + 0.8548881764843632, + 0.9962059385115271, + 0.33168882292963936, + 0.9999999999999878, + 0.9827634429364085, + 0.00650253153709362, + 0.0028763247190194603, + 0.9994939177982642, + 0.0004967008060169243, + 0.999999569287527, + 0.46580242880336914, + 0.9999999653436372, + 0.08398058220114914, + 0.057782382036330876, + 0.9999999496182054, + 0.9959837693653645, + 3.40482460230984e-06, + 0.1899212859420199, + 0.006617534847715938, + 0.00016333060348484868, + 0.9999982079239684, + 0.9991147306852394, + 0.9999999807659735, + 0.9994971825314564, + 0.9999914369416686, + 1.3808578995897124e-05, + 0.0001234104969281964, + 0.9959112690325391, + 0.20487240456335098, + 0.4913755787630018, + 9.378392623247589e-14, + 0.9662519903577456, + 0.614626100880619, + 0.019023604257288794, + 0.9977470091991208, + 0.9999998198007817, + 0.003429821227562999, + 1.205646308216036e-05, + 0.0007081105005617199, + 0.008772003443909658, + 2.9882791904456252e-06, + 1.4182145876906928e-23, + 0.04478537294922236, + 0.22166658732754246, + 0.04288595591133197, + 0.999999792537745, + 0.0002537960172334573, + 5.85354528365303e-06, + 0.9999999999276621, + 0.9846159610254275, + 0.9999998748308214, + 0.12935703756123804, + 0.9622826026686392, + 0.10220176559020315, + 0.9853026638448183, + 1.3728696788747674e-15, + 0.5474895702780056, + 1.4121983410079763e-05, + 0.006505325719899986, + 1.2475279674398261e-08, + 0.9999999999999317, + 0.9998432621303417, + 0.7446184166396264, + 0.06650593474712958, + 0.9995757293943728, + 0.0007951557592038008, + 0.6411840497409388, + 0.9976521147655929, + 0.9999999952932722, + 1, + 0.22909372018364513, + 0.003585245875930195, + 0.19170398884951573, + 0.010782410578482836, + 0.9999879925786654, + 0.2651329355867889, + 0.9478976179427984, + 0.0002713204111374654, + 0.6899343176870101, + 5.738932946611008e-12, + 0.3826506745485335, + 0.6977781370774526, + 0.0913680298118367, + 0.775690356530584, + 1, + 0.9999999999999927, + 0.03657099175524214, + 1.5621187211902248e-06, + 1.2454552230906968e-12, + 0.9999960143338358, + 0.9983033203874971, + 0.31919213547090286, + 0.9817240135286659, + 0.001190439173126735, + 0.9999360899643989, + 0.9999950538348923, + 1.770697505304689e-06, + 2.4229024060038312e-05, + 0.999999993945285, + 0.9996422663290083, + 0.9989814107125524, + 0.978488978840324, + 2.296548926901013e-12, + 0.9898818701777835, + 0.31783062479103036, + 0.6745807057506489, + 0.9813673899658376, + 0.3336245634816882, + 0.9820397758354039, + 0.999970732952553, + 0.9986864601897127, + 0.9999999963958571, + 0.9618586456101097, + 0.9999962848596352, + 0.17113145153581633, + 0.9997179859860331, + 4.582025157569003e-15, + 0.7403680260177943, + 0.005380505073753449, + 0.857612591296441, + 0.9999999974719674, + 0.9955886885628482, + 0.005690801055258219, + 0.026920757949026368, + 0.8905734963469041, + 0.9046645175209949, + 0.9999958388723273, + 6.507132039913459e-11, + 0.0053783598792529665, + 0.011132169741459034, + 1.8319457777058597e-09, + 1.8511398203563667e-11, + 0.0002305038072046052, + 0.9533320325845456, + 0.993082033023834, + 0.0009260697932297291, + 0.9831853625168423, + 0.06299430637502287, + 0.9999999986957706, + 0.004848300031668026, + 1.1203916876671252e-06, + 5.498600966318621e-05, + 2.0773193894228782e-07, + 0.9995791736117549, + 0.14276201499024926, + 0.9999989224728334, + 0.9999343686603954, + 0.0116204756413439, + 0.14207421253043798, + 5.235317119201155e-10, + 7.802099137144171e-09, + 0.727891841228837, + 5.835314655135723e-10, + 0.0415265427709691, + 5.128134229792649e-11, + 0.9973951788612364, + 0.2330410259042964, + 0.8211772842383422, + 0.9978752201575724, + 3.1891232818142706e-07, + 3.417161268702528e-09, + 0.00023444105342595317, + 0.677576903949498, + 0.9999272291642834, + 1.06581877006119e-07, + 9.420318475147555e-07, + 3.1567161042782934e-05, + 0.07632289725380145, + 7.376014788352597e-09, + 0.998324135337464, + 0.08921165166002343, + 2.596754549970385e-05, + 0.9999554794793597, + 0.9999999517941394, + 6.44936522561622e-08, + 0.9963562959542609, + 0.9996758639334217, + 0.007813694929928422, + 0.9999993549490458, + 0.9999810375895545, + 0.3817161946721565, + 0.9998854688541766, + 0.9950072989532452, + 4.665305789203886e-13, + 1.576701066645923e-11, + 0.9999992777018138, + 0.830073493574494, + 0.9999831419401621, + 0.9999999999651474, + 0.0012151199285085183, + 0.9426460024181748, + 0.0008115940104016688, + 0.8934467243856377, + 4.850681331240981e-09, + 0.9997699699719894, + 0.2337053715699486, + 0.7693622770822016, + 1, + 0.18919163852027857, + 4.837853641374803e-12, + 0.9999999636176959, + 0.999889755244916, + 1.0268440409254602e-13, + 0.8773982337377639, + 0.998847604280494, + 1.0375631867302682e-07, + 0.002032457650498313, + 1.0704715179094688e-07, + 0.0004442500451994027, + 0.9875826236977404, + 0.3816217882349049, + 0.004693757475577914, + 0.3351447870950324, + 0.9998929833825846, + 0.9892996648855104, + 6.493650799120211e-06, + 1.9741127746631274e-14, + 0.03817958754346676, + 0.04491844869061994, + 0.5899218080894619, + 1.234290442422399e-09, + 1.2262320058586027e-07, + 0.05537303229406013, + 0.0008215438514968462, + 0.9999999998935079, + 0.999999979925912, + 0.9308646866572811, + 0.85196893726004, + 0.0003513733004175492, + 0.9999970361537133, + 0.9966879444910436, + 0.1879218309336643, + 0.9999999999905033, + 1.9457875850651602e-11, + 6.985691253664087e-05, + 0.9927502080114134, + 0.9949019128407428, + 0.09050616683024447, + 0.8744654027737845, + 2.325414525127055e-14, + 0.9999561363761181, + 0.9924198678671735, + 0.07564505568854177, + 0.8931441065529326, + 6.0634239788680376e-05, + 0.9999993105100937, + 0.18353060373033817, + 0.03460802726308066, + 0.9999988273653834, + 0.007716594295085712, + 0.959787619258259, + 2.7900590283069373e-05, + 0.543383138580217, + 0.9999975714437355, + 0.9929226034690742, + 0.8096957840164892, + 0.8433297783171485, + 1.33676502428327e-05, + 1.5213640238410808e-06, + 3.8686588795648344e-08, + 0.999998528310462, + 0.006181892552652679, + 0.9531005148263202, + 0.8168585817080356, + 0.0016376143158393316, + 0.08530903262668695, + 0.14290546432949036, + 2.5169523517579143e-05, + 6.001377769897762e-15, + 0.04255555754672454, + 8.459865210695041e-07, + 0.9999988364779794, + 0.05834759910435703, + 0.9999929783002838, + 0.0003671293626233731, + 1, + 0.9999999999999538, + 0.9999978223192404, + 0.999930215268617, + 0.9996164141378218, + 2.650426404420997e-05, + 0.9999523505497541, + 0.008495552304780985, + 0.9823061758347261, + 0.3717296316276273, + 1, + 0.9961488048417078, + 0.9999999995157071, + 0.88211363527467, + 0.9999999998898996, + 0.580337312988325, + 0.32385585892918956, + 0.14938463682999445, + 1.39941753453627e-05, + 0.999999992171646, + 2.7212944007291123e-08, + 0.73799845849675, + 0.9854735390610309, + 0.999982216224411, + 0.057601448329614606, + 0.00010914918263680041, + 0.11224133545459491, + 0.985549413886058, + 0.10809389617026605, + 4.021083783339259e-06, + 0.9996023698431361, + 0.4318788372109719, + 0.0011721573922185014, + 0.9999999999913232, + 4.335346103848952e-16, + 0.0016522535692479136, + 1.0430470215830506e-05, + 0.006367655771863108, + 0.5888598482079408, + 4.490252081285367e-07, + 0.3712750912958312, + 0.9935955690687801, + 0.9786917910469106, + 0.005894688093365022, + 0.9999998514279881, + 0.9999997117213786, + 0.7929651521274476, + 0.9999999999962114, + 1.1416806687187885e-07, + 0.6408787683281977, + 0.9999974938539762, + 3.468767583998034e-05, + 0.004218766519489782, + 1.8756386508818704e-09, + 0.0019717883885038813, + 0.9999999926813792, + 0.9299604097783315, + 7.344070925425658e-05, + 1.4754295789228876e-15, + 0.9956022663008839, + 0.9999999999997083, + 0.9915146444001447 + ], + "y": [ + 2.883992052061763e-06, + 2.9119792467480267e-07, + 0.0004886504311752182, + 0.053928017519656084, + 1.6342686177794927e-08, + 5.354314285052445e-06, + 0.3863527284185293, + 0.10483723377016879, + 0.2978830921419358, + 4.017838235648893e-12, + 0.25203836163500626, + 0.0017370416114326132, + 1.7525613723970124e-08, + 0.30542341160652736, + 0.0026227487668039995, + 0.043918429648078613, + 3.3389740141605616e-12, + 0.3554096874056874, + 2.3187444596491876e-13, + 1.638648736926476e-06, + 1.3474408123511123e-07, + 0.18588294587488605, + 1.6912261099006353e-07, + 2.961141203608043e-06, + 5.151430095690854e-14, + 0.0005584145398087531, + 0.00823683968787544, + 3.950043091341834e-10, + 0.49351655955637924, + 4.505843888009261e-07, + 6.060612851483232e-06, + 0.010158082488665784, + 0.40018092799905436, + 0.5917082164881255, + 1.9963483565343445e-08, + 0.4957965470302172, + 2.739876929872657e-06, + 7.456356268727571e-08, + 5.633999415962991e-08, + 0.3832847654423124, + 0.0007231570408702531, + 2.1069258672804857e-11, + 0.30556893403801366, + 0.8039918827873495, + 0.27800031512363255, + 0.6090209989352221, + 7.945276537272997e-05, + 0.01074028523565498, + 0.04472210681345554, + 1.862690399983051e-11, + 7.258031203645538e-08, + 0.3172363068843506, + 0.24843281362710706, + 0.0007980871675933406, + 0.0032504608769334327, + 0.0012655075411186442, + 0.0005928969477008815, + 0.04678833792687594, + 1.851956178759825e-09, + 2.7479855002027263e-08, + 0.0006116221208055122, + 0.034319772305439665, + 4.168482889893365e-05, + 0.0005635764498178063, + 0.39745690845762344, + 0.15898822534251333, + 0.8270398037395521, + 3.6538964662816776e-08, + 5.226352096325347e-07, + 6.983483115164838e-06, + 0.08994076035385251, + 0.00015561251711053496, + 1.7554726022518978e-14, + 0.01579830785516587, + 0.3003128528968102, + 0.173515436011443, + 1.7342844242591801e-06, + 0.05542063685553528, + 1.4193672310231719e-09, + 0.0005716329750975565, + 0.016199593324142496, + 0.9847342591262647, + 0.09317115944995848, + 0.055127689588467546, + 4.025660318294434e-06, + 5.473348486523398e-06, + 0.08393253033722402, + 3.865671601993601e-18, + 0.3065507445413775, + 0.6602712927317067, + 0.952896461438915, + 0.09241954204400392, + 1.2010873639486952e-09, + 3.923868337810529e-19, + 1.7201314249769134e-05, + 5.9842017021946184e-05, + 0.9568586376409114, + 0.04773307742982083, + 0.9030630648954564, + 1.6440968108762835e-10, + 0.9881593791022855, + 0.004541939275121502, + 0.43632273945055344, + 1.576781049015023e-12, + 0.3103499633750304, + 6.411407062218726e-11, + 0.025522507345173306, + 0.4571267524537508, + 0.007372920847753785, + 5.415841091513253e-05, + 0.17535522490713698, + 0.6200191264434401, + 0.016776374536828134, + 0.010542268407974183, + 2.1690101605347877e-06, + 1.0230398328057887e-09, + 0.0017851077753867095, + 0.6253074729785588, + 0.16781170692420921, + 0.6762603767849725, + 8.66880028283023e-06, + 0.21019379776941224, + 3.7813836259011304e-08, + 0.8721801981450366, + 0.017310576690347836, + 0.08400564888995936, + 5.411089637058862e-07, + 4.358017399964682e-19, + 0.00018874954756573398, + 1.8846503518329886e-09, + 0.2531080346945499, + 0.01435154616115679, + 0.7578071705353455, + 6.594121031496375e-11, + 3.066816400082862e-09, + 0.0014781564386499696, + 0.0017359314553660288, + 0.9817571633132972, + 1.5733184874922337e-05, + 0.001054798150957872, + 0.42659899883553043, + 0.06717314746167462, + 0.9999824369833827, + 0.8064801128468383, + 0.0003631015956025023, + 0.013477536660972438, + 2.6259594944342682e-09, + 0.00286074164587085, + 3.840883379146005e-09, + 0.9189979307229998, + 8.724978050663281e-11, + 0.5510238190848352, + 0.13663325509845306, + 0.9814725813798816, + 0.012835184878068678, + 0.009652639865233034, + 0.7313004772125407, + 0.9878285126170646, + 0.08531125130716227, + 2.7140407146968745e-19, + 2.116102981142153e-05, + 0.6820828816673739, + 2.540385782266254e-09, + 4.2597038983189234e-05, + 0.01912914599774232, + 0.12064744814660706, + 0.2007846725736386, + 1.1682038055798687e-05, + 0.0004929443830967566, + 0.16142153493910513, + 0.6927284739856348, + 3.2058029824365935e-05, + 0.00013735397818589003, + 0.06062472414636901, + 0.0019479560282073094, + 0.010645742664139764, + 0.7229402747646713, + 1.1935727547838056e-05, + 0.030177115116537596, + 0.004069548713743714, + 0.0013714557769807785, + 0.05232293584227513, + 0.0008734291150384993, + 0.5470262258664031, + 0.49014059909128643, + 0.0011698976091428313, + 0.04405953695042731, + 5.367662930322675e-15, + 2.019371010252498e-05, + 0.22533818736788364, + 5.059268018347147e-06, + 4.885818190303836e-10, + 1.1792620198547909e-05, + 0.009205379916357507, + 0.910976440655284, + 0.8159997351828293, + 0.00062540312493935, + 0.08347012007977372, + 0.009147844851105758, + 0.08663018711441403, + 0.002996441059911982, + 3.6324678453942434e-05, + 3.4563821832606678e-12, + 2.22479245775409e-06, + 0.023570242092679203, + 0.1831008641551292, + 0.0007593709187518556, + 0.004809647339165209, + 0.02661901341546685, + 0.17308584817846936, + 0.05623969765134766, + 0.002001780506962734, + 4.0401602302377607e-07, + 0.4260370990247068, + 0.0024566613995594174, + 2.3193032675409715e-09, + 1.455454643354797e-09, + 3.306294726977306e-06, + 0.9621126135155146, + 0.00046691341445514594, + 0.0009335877397475439, + 0.03429196689427614, + 8.79808258676468e-05, + 0.3058276071775107, + 0.005010296880756728, + 0.005455948650352998, + 0.832092425446453, + 0.20485220115589178, + 0.0041953576278752625, + 8.7827809113869e-06, + 0.5167794713797388, + 0.19235527847515627, + 1.1573747718018387e-12, + 0.0012573291134755054, + 0.010754134378297649, + 2.865761181068636e-17, + 0.04334703469063071, + 0.5840313865057917, + 4.4971159828695086e-05, + 0.593556000875774, + 1.881556129389606e-07, + 3.004983175786254e-21, + 0.028550106750007673, + 0.023479833736140016, + 0.06433307293564373, + 0.7083321561163444, + 0.09065283157396309, + 0.025470129927617713, + 0.3325937405849398, + 1.2542709044843595e-10, + 4.797670819273574e-11, + 0.027898099997068524, + 0.0021599826479445335, + 4.288061274528428e-12, + 0.0166428144863479, + 2.8714235995204517e-11, + 0.16700238695824407, + 1.9222505329269396e-11, + 0.0012901050998255091, + 5.816198156100353e-06, + 0.11494525454586958, + 0.00014495244820804173, + 5.1965869237786914e-05, + 8.484679612832396e-07, + 8.196594168508185e-05, + 9.971927695141626e-10, + 0.005116908894983404, + 0.012057191686552752, + 7.788006642241452e-12, + 1.3476838815206954e-06, + 0.179869822021733, + 0.009700775278663285, + 5.8965825532273534e-09, + 8.791528792091479e-06, + 0.0001923946224825868, + 0.7681518469476317, + 0.35413956480716724, + 7.522966424525629e-39, + 6.682227508998666e-13, + 0.8881060918187593, + 0.9999159183515857, + 1.5287868958169778e-06, + 0.00096356249670228, + 0.000503078408241989, + 0.6478452100541796, + 0.10509240044197171, + 0.0002850477000508047, + 6.292508482614163e-05, + 6.824443935633372e-11, + 0.005705222646866366, + 0.02033152858341172, + 8.972874964473141e-23, + 0.07107326786246809, + 0.0004980981937029803, + 0.17056783005022774, + 5.205747814135745e-13, + 0.719721289271129, + 0.0010978001101328134, + 1.1632191696919047e-06, + 0.01715509285409933, + 0.2903735458375506, + 0.16331846122206153, + 4.242664544001054e-07, + 0.000712168399549902, + 4.754448689268302e-07, + 0.07307646175521611, + 5.327464570905556e-09, + 0.32659279774022887, + 0.07374277650129442, + 0.4617998595207737, + 0.7909681611467009, + 0.01324130567928128, + 1.1172681231673185e-09, + 2.6969240497211743e-06, + 3.2638164697935418e-18, + 0.048612718574064816, + 5.1742780017100865e-09, + 0.005148125088913826, + 0.005000714983246159, + 4.3010570162970683e-20, + 0.7190476633000864, + 0.17329446225064665, + 0.11437715368832059, + 0.0015533068872256917, + 3.3880779370352227e-06, + 0.10127701488327369, + 8.931118707950447e-09, + 3.22631215576307e-17, + 0.22145375202600717, + 0.00018898451821641778, + 2.297847365019622e-28, + 0.01325325430225775, + 0.9970810735264839, + 0.35873178402874634, + 0.2853651858825599, + 0.001085857884694292, + 2.874405088620128e-11, + 3.5494754382547974e-06, + 0.19512368158017965, + 4.571687145426927e-13, + 0.9917154195778283, + 0.0008410463262049864, + 4.1844204656850745e-06, + 0.014091834812985878, + 0.16226105872210986, + 0.23360064755545418, + 0.00017084793749428184, + 1.1803720094743849e-05, + 0.8335628155807207, + 0.0006632302023642794, + 0.890674412134246, + 7.821227297342693e-05, + 0.047500418245963065, + 2.076230188900006e-09, + 0.028841120314185294, + 0.002135395508824381, + 8.791337375549581e-11, + 0.3565824175820617, + 0.012543707479496144, + 9.676841058844168e-13, + 0.006994739048711697, + 1.3663244436091094e-13, + 0.7785203587282832, + 0.9452238258059368, + 0.03348513782913645, + 0.050613803315307064, + 0.0007203273634497641, + 1.122065541376287e-11, + 0.958125993878291, + 0.1061027506673246, + 0.0015540633634633617, + 0.7036114665313347, + 0.0011779121498253786, + 2.08811179824628e-06, + 0.39557283006052457, + 0.005545114882847214, + 0.8670359451224913, + 2.85457161196602e-20, + 0.8988195321747684, + 0.17626561714218478, + 1.6491625868474026e-05, + 0.8229775332896642, + 0.1977071625825792, + 0.0015049409515544069, + 6.543797506170647e-09, + 0.00011745292570152913, + 0.9978463890223274, + 0.32040566054657144, + 0.00015234207859282593, + 0.031139441648320432, + 0.592979884302459, + 0.024735187096086686, + 0.20498595740427858, + 7.904666691692783e-08, + 4.670959710524539e-10, + 0.00018213007532792187, + 1.1970670229620235e-13, + 0.7499774147724245, + 0.6400928837636369, + 0.0007475920088662304, + 0.0023502911279941626, + 2.5968051830498033e-05, + 0.6458841877174354, + 0.26959781390715915, + 0.021706833165644587, + 0.13071728008961828, + 2.1963948187825307e-05, + 2.8630589505369424e-05, + 2.766868018476386e-12, + 0.006640232600663268, + 0.1496053515472035, + 3.401132097296841e-05, + 0.14782418124781088, + 8.355234350872838e-09, + 0.025325436914040107, + 0.12044184325804762, + 1.9935841505768556e-09, + 2.6194208457773113e-49, + 0.3369477959105559, + 0.9370516031227215, + 7.344445669976137e-05, + 0.16261915858597814, + 0.04357770984078278, + 7.329550772264141e-07, + 0.06557656006982965, + 0.001977189373482025, + 2.612442162548307e-05, + 0.8002539472166345, + 6.0627081696810206e-05, + 0.27819375926573464, + 0.011686533038396158, + 2.980303808522294e-11, + 0.5352427644660789, + 0.1978111864075757, + 0.9970722507339231, + 4.778033718405342e-06, + 1.0308790096492517e-05, + 0.8579062861638519, + 0.004931799414803381, + 5.41813801823584e-05, + 0.23648530028781237, + 0.13960921197354872, + 0.47647725916542416, + 0.05399492094155749, + 3.6712605464961836e-06, + 6.748425059087892e-07, + 1.8932253757910526e-05, + 0.30183713924558037, + 0.11555032563887926, + 0.702182221753792, + 0.0023886177097129915, + 0.14330760418487332, + 0.09979176878623171, + 0.9992462183577078, + 0.030660305655400875, + 0.004648584793676501, + 0.04337675756579741, + 0.002531409799150095, + 5.321646824361799e-13, + 0.04693040562993318, + 5.3523416989615634e-08, + 0.016636439387617927, + 2.0990566194197417e-09, + 9.64758537881051e-08, + 5.5489433020264275e-06, + 0.02903149480483003, + 2.4884825269994297e-06, + 0.00535287544444328, + 0.9996039361734687, + 0.8780821162205397, + 0.029113675046816525, + 5.9258309346423315e-05, + 0.07131887895965032, + 0.2141430294502905, + 3.624286453526116e-12, + 1.9385296958875145e-05, + 0.17159119451540586, + 2.4071532458521716e-12, + 0.5782567415040996, + 0.04453664507575973, + 5.563049403256772e-07, + 0.8473027787543882, + 3.5917819662736266e-05, + 0.00023558438953564755, + 7.300748998219978e-12, + 3.657802325430329e-08, + 2.140567682573453e-09, + 0.08792053286463558, + 0.0015152736091549168, + 0.0014121113530304848, + 5.709792585668141e-07, + 2.359493279418465e-05, + 0.01566573529630321, + 0.520142562966357, + 6.7224725100782785e-12, + 0.0006358145821915762, + 0.015070117736978363, + 0.15540083222329906, + 6.664580785111777e-19, + 2.1625100194233476e-06, + 0.07699356231357349, + 0.0001224216015557835, + 0.007693364138024448, + 0.9809795416453266, + 8.869334819902084e-09, + 0.05683397776283487, + 3.380267466445484e-07, + 0.058442786767638165, + 0.3512099993147013, + 0.06604942037298792, + 0.00037330599296671226, + 0.00014510986230303568, + 1.2552070513370594e-07, + 0.9870681650591592, + 8.453937437182557e-21, + 8.299567569400653e-11, + 0.6848344025655463, + 7.1182029360919585e-06, + 0.9979168586925679, + 0.01328485308573497, + 0.15954667206763112, + 0.8049024081254638, + 1.282218045717204e-07, + 0.9961112034135523, + 1.943643329163646e-05, + 3.461090146724882e-05, + 4.336248915211465e-12, + 0.10809054056190313, + 0.7428674050892075, + 0.1445044490091768, + 0.6271651899304072, + 2.7299445045370373e-07, + 0.0859326305821936, + 0.2407834851274448, + 5.844353181555256e-05, + 0.015792536214196386, + 1.4534372636752855e-05, + 0.42704732831122555, + 0.3073455175000455, + 0.13813473422147096, + 0.1430834717062123, + 0.0006829078131721217, + 0.9921483246521281, + 0.6300774162038076, + 0.382299116599395, + 2.4200272914084204e-05, + 1.2977223548409229e-12, + 0.9768715154874016, + 0.2887821121371229, + 0.1770853723931433, + 4.136645293188293e-07, + 8.790639823467092e-11, + 0.021049593802522092, + 0.21414407706128366, + 3.2254115047940625e-09, + 0.00013035373476244594, + 0.004555445535264172, + 0.0002677253447324758, + 0.19663220196049583, + 9.139702273147941e-06, + 0.8524340311858682, + 0.00012232547823723956, + 8.354635135706189e-10, + 0.010524603671804487, + 1.0165991330864353e-07, + 0.027976319368114066, + 0.2803240618049781, + 0.0007161090680869595, + 2.4788152196846876e-08, + 7.112374980672888e-08, + 2.945889004748391e-05, + 0.003819630713332411, + 0.06418145740926387, + 0.047926301961512194, + 4.532178132806809e-08, + 1.9718461638085294e-08, + 5.384674865938481e-06, + 3.4044018592292074e-09, + 0.0038408497537654332, + 0.0002371171649247332, + 0.0015215459050359876, + 2.824838171178555e-07, + 0.02485833303711441, + 0.0008383371190557772, + 0.004400882692396517, + 0.49698657746775016, + 0.005734237641970588, + 0.3853279814196683, + 0.12101506240427455, + 0.3258424216826996, + 0.0009307741198808925, + 0.3720769318493449, + 0.00010640339680892519, + 4.916291857807056e-07, + 0.33819906050797255, + 0.9536288063717059, + 0.0018276684482259364, + 0.019854601616045225, + 0.01078977446683245, + 0.12038365750887574, + 0.1983974872863735, + 0.436054012418322, + 2.726795213740025e-05, + 0.010306211358415019, + 0.2113204010999071, + 0.07819773260341635, + 0.00011920815621570182, + 0.8957186034138787, + 2.358799408595743e-12, + 0.0002730741093737483, + 0.993907640508585, + 0.7049108096237513, + 8.617690321151911e-05, + 0.00023548398530282545, + 0.028102841820221235, + 2.1726812948594713e-06, + 0.010785856039257627, + 0.00022051509485330987, + 0.08270703290929299, + 0.9978181756995627, + 5.452956171109685e-07, + 0.9615095678818126, + 0.1597667619169859, + 0.35779578981476584, + 0.17046719675304534, + 0.13138063624664362, + 0.2934988894865499, + 6.571836250206896e-09, + 0.015118688795202735, + 5.26610198232263e-07, + 0.3577106338833083, + 0.3988316438888547, + 0.013296213535650931, + 0.4796192126478618, + 0.29467766676420354, + 0.0011124244045293912, + 5.211429518032226e-05, + 0.00015885280035631282, + 1.1645176007953573e-06, + 0.5966114032445182, + 9.269856286534953e-06, + 0.15429277719375545, + 0.24421800019384013, + 0.5807310498026715, + 0.2663218291296551, + 0.5683857430804992, + 0.00017826732131962273, + 1.333961253086736e-07, + 7.068398481825123e-07, + 3.84411494380164e-06, + 0.175893859093245, + 0.6484901183179359, + 5.955144376073137e-11, + 0.0002459255939532855, + 1.2762138401498879e-14, + 2.4271453775543743e-15, + 2.3491433657714282e-06, + 1.8209153028383105e-14, + 1.5343050772199347e-05, + 0.742607996130597, + 0.1705774891189026, + 2.755758317550774e-06, + 2.1018814110352505e-10, + 0.0778897019392824, + 0.00041421263212018796, + 0.00809997812039493, + 2.4766377943641216e-16, + 0.21431353403966466, + 2.0928742877273192e-05, + 0.002181055888525881, + 0.14890476973773858, + 0.9776309043909893, + 0.3057037241610045, + 0.008191003949891529, + 0.4034441830148262, + 0.004442125867061645, + 0.23940877797332424, + 0.17158078015830222, + 1.1072832748691463e-06, + 7.839473692255861e-05, + 1.8184290863297984e-07, + 0.18157007573354955, + 0.6545040041655847, + 0.0008301772768498663, + 0.12771730542469076, + 0.9514078714032256, + 0.0020564434412262485, + 0.060540486237856704, + 0.00010243139812726935, + 0.02924042742813026, + 6.928028508337246e-08, + 0.0008553465426979479, + 0.8547290390378189, + 1.0897690519328155e-17, + 0.014293627035641476, + 0.20978024788259902, + 0.7003247613270543, + 0.0047678534761551586, + 2.2427037313158187e-08, + 3.134609625185333e-06, + 0.012783326876117457, + 0.011600203271976955, + 5.797166275435668e-15, + 5.078875823924777e-11, + 0.2573036548988885, + 1.590675593132066e-07, + 5.787595065269992e-06, + 0.9990740127163178, + 0.4662234526842495, + 0.7793038987833807, + 0.9800153408241608, + 0.003980777639245972, + 1.3403088288246017e-10, + 7.36214346686958e-11, + 1.8312227429437752e-06, + 0.0001913862612403355, + 8.010420802284791e-07, + 0.7884228143394187, + 4.384033312861724e-06, + 0.00015241784029716493, + 2.7453038462692706e-05, + 9.750015103743861e-06, + 0.8317059149527205, + 2.610607838770166e-07, + 3.991874425156327e-08, + 0.9068209985846488, + 6.40226123691778e-11, + 2.0157781672384044e-05, + 0.856853090902812, + 0.01677668725854826, + 9.89995748832945e-09, + 9.89130185141561e-06, + 6.726788264333901e-11, + 1.0805281042219618e-05, + 2.058324664040647e-12, + 0.0007793309285840826, + 0.008689122860848332, + 0.09744109952173283, + 3.2059666382092464e-05, + 0.692077211226698, + 3.347636470700856e-07, + 0.1718385791184541, + 0.0009861476139093734, + 5.141798604078302e-05, + 0.001150789427489705, + 0.0006393887253012994, + 2.6146128386684033e-08, + 0.9517814704401183, + 0.010258665791685027, + 0.0019012021898357333, + 1.3461240565499824e-06, + 0.0001164452412666275, + 9.682451027667747e-09, + 6.137091634207818e-07, + 7.4911295742354795e-06, + 0.6434725013194788, + 0.1532552457395203, + 8.537412249099311e-05, + 0.0058817906334122354, + 0.0039930001698110585, + 0.7688885609557531, + 0.280916267315416, + 3.2033404184940173e-07, + 1.3580366584821994e-05, + 1.870784214187465e-32, + 0.1991105211135403, + 0.7096804819071094, + 0.003304666339304819, + 2.2255415107856695e-10, + 0.9963487153138991, + 0.00010269541919099177, + 7.109797588998867e-07, + 0.0023161277350598475, + 0.7307490393876965, + 0.004064242484294306, + 0.3148533553915054, + 0.8379124080106984, + 1.6468620875049046e-14, + 8.014552053703416e-05, + 0.00926741719751043, + 0.004701738027281102, + 8.41042906753442e-11, + 0.013294191978071176, + 0.8702747564153307, + 4.676348024758232e-16, + 0.00023170123574408602, + 0.762134065169691, + 0.08075719304662983, + 1.71355008268838e-07, + 0.4155981303106488, + 0.7832238746411126, + 0.5749883545048746, + 0.05975203615002091, + 0.7617117916675632, + 4.382371911444427e-09, + 0.35171827305975295, + 0.5879410069115536, + 0.02574384815488213, + 0.8766416829535001, + 0.015623125015174984, + 1.4494631940628516e-05, + 0.38709399390311794, + 3.3806088839528613e-06, + 2.5819239327418238e-20, + 0.07374749354682872, + 0.00329918675023533, + 0.004234211575449649, + 3.2726014174475136e-05, + 0.9370256165671754, + 5.965612601576139e-05, + 9.539079388092504e-11, + 3.6894279355120786e-08, + 6.349587381870357e-09, + 0.0012565556321093912, + 3.7583113596812325e-06, + 0.02781489960557828, + 0.1507617237315933, + 0.9523777137997054, + 5.249229013084931e-21, + 0.08911042732608376, + 0.00014226710311675248, + 1.9434578956726325e-05, + 6.0188214138537184e-05, + 3.9332797028650575e-07, + 0.00031258764298716993, + 1.1360100358266675e-09, + 0.021219228223240277, + 0.009305603016762564, + 0.029209115265844972, + 1.061433330715043e-06, + 0.0029199522209175065, + 4.313436238763778e-05, + 0.017401276395541548, + 0.30230025669114263, + 0.0182362642414343, + 0.000969172099781011, + 3.192661547446598e-20, + 0.9087794973331464, + 0.01860067037595715, + 5.779420916590932e-10, + 4.602958276567334e-05, + 0.010058492599618541, + 2.977633137292706e-15, + 0.14620022503452706, + 7.241602679145535e-08, + 5.935541123812558e-06, + 1.4822969241362264e-06, + 0.0018381164527874788, + 3.760605853396193e-11, + 0.10722087075643458, + 9.436296083409135e-07, + 3.202325737664184e-06, + 5.2730737109034785e-05, + 0.3782425796040074, + 0.00021477307863982875, + 0.5170262583277249, + 2.223512287585319e-05, + 0.0021041036874730325, + 0.7831815954780725, + 9.859359199240597e-05, + 0.49265776033265607, + 0.00450438095730228, + 0.9724813488425863, + 0.5186197975555189, + 0.6281065720772624, + 0.003548590683122284, + 2.7530069036395293e-08, + 0.881332718757465, + 0.011791097484547305, + 0.008406969598600546, + 0.7319947135802461, + 0.0001038438034413288, + 0.00016340168763944013, + 0.25595289290688883, + 0.0008087983587404539, + 1.405076392143399e-09, + 0.00031732960034256454, + 0.7562737829109272, + 0.002808748255632101, + 1.3136635853742255e-08, + 9.525989395549494e-14, + 2.3445003523289097e-08, + 0.05098995295549765, + 0.0019120029175298727, + 0.9306270591227634, + 0.5085383762936732, + 0.05696806095162226, + 0.17079257119819624, + 0.09981823617761225, + 0.06061952468218382, + 6.535359284263873e-09, + 0.002962534000470129, + 0.0015479886086815933, + 0.8671058341944419, + 0.43973029228059657, + 0.01337119740086678, + 0.03484435553928051, + 1.1787206110077617e-13, + 1.165635658754752e-22, + 0.8188271109956073, + 0.2600525755406837, + 0.02776786109281255, + 0.7831951405887794, + 0.551475741006285, + 0.9992687125052563, + 0.014527374280869953, + 0.6213013758284306, + 0.9417000436644373, + 0.15033546800940112, + 2.50794996743473e-05, + 0.006183252455135936, + 1.2181258662784955e-07, + 0.07142961396762819, + 1.1491414425138012e-10, + 3.722449576654705e-07, + 0.042466524350466044, + 2.424646811863749e-07, + 8.046111112551918e-17, + 0.9768381093321068, + 5.855925305718777e-07, + 0.7257117248873188, + 7.12231399307369e-11, + 0.02451362575565575, + 1.0962287230156083e-15, + 5.487813315740428e-20, + 0.004484318660633801, + 0.030469022399701826, + 4.957588362145732e-06, + 2.6607168672409043e-06, + 0.00018050755747179008, + 6.027395979173603e-13, + 0.19739670073465304, + 6.311442073026485e-06, + 0.13317872435456507, + 3.0701965190276463e-10, + 2.5258808019023345e-05, + 3.7074662287454654e-10, + 0.9567442225427127, + 0.004280126988174181, + 0.00011229903010842304, + 0.06286956934519952, + 0.005746034242487105, + 0.7311872477489416, + 7.625940358325662e-08, + 0.0002257268363636343, + 0.8675621859128931, + 1.63494523899076e-14, + 0.4202550444931365, + 0.14881553552968352, + 0.00010192619614884326, + 0.0023891640272868764, + 0.026933156533199564, + 0.027320652761541556, + 0.003963531421046737, + 0.2693129550116747, + 0.20230921953542846, + 1.2694406344667597e-11, + 8.850509958582733e-09, + 0.04449468066468338, + 0.7392524214102486, + 0.0013031804925159494, + 0.0007555400701042405, + 4.852303030368209e-05, + 0.829942205896889, + 0.516648968145894, + 0.3161799088617272, + 0.9968419181650937, + 0.9881854771297682, + 0.00010931180756350852, + 0.5186108075328619, + 0.9571130154633306, + 1.0482407943877888e-09, + 0.026204588079277277, + 2.8140766632338153e-05, + 0.014868782865033358, + 0.06215634425302259, + 0.0027696501168629965, + 0.5841764868295253, + 0.3173459590659861, + 0.016117761991219573, + 6.970309241279555e-05, + 4.0448413054282e-09, + 0.9897545428877758, + 0.2807944321841612, + 0.0007292223814934515, + 7.506550665489024e-05, + 3.453510810638203e-17, + 0.001720583751687443, + 0.0524616344079029, + 0.07431812620451536, + 1.1689828141897635e-05, + 0.9963946604279811, + 0.48480891804256804, + 0.012827468658849619, + 3.205744391382297e-10, + 0.05015983659008453, + 0.7183601881594968, + 7.1388702232606806e-09, + 1.7092586809303096e-05, + 0.03268450888220296 + ], + "z": [ + 0.638689008563623, + 1.058121237066397, + 0.3725063445214631, + 0.687369594994837, + -0.8810681732344304, + -0.7121672205062004, + 5.050261904362624, + 2.4847077434076663, + 2.740720485107304, + 0.0460027472934525, + 1.6157692413562963, + 1.190127261381771, + 0.665416998947916, + 4.995451552529023, + -0.852095589511699, + 0.06117639746256898, + 0.23144592255896204, + 4.200586411782645, + -0.21566763754531357, + -0.8729447039663312, + 0.8814088763643835, + 2.579964821294442, + -0.916272409337615, + 1.355472412517532, + 1.1701987091971189, + 0.1398806426458804, + 0.1619662592547908, + 0.5540577750659502, + 4.0734625253075345, + 0.03003598500797018, + -2.1523229384806655, + 0.9780364703895934, + 2.440316057548684, + 7.420501993310255, + -0.33011989433161465, + 4.7462984883709955, + -0.6277065073152069, + -0.28803812828644954, + 1.4185319085479782, + 1.3450389978880444, + 1.2841969564968903, + 0.33802348131240073, + 1.848667692522921, + 6.9646064348242565, + 4.456396178444528, + 5.14470310940949, + -1.152555982942232, + 1.244717394721279, + 0.7857739444204697, + -0.9379255763501299, + 0.21662570120773936, + 2.146610385203229, + 3.5851495346936755, + 1.0693518365490668, + 0.5645108075912775, + 0.374316136658203, + 1.7671170943443826, + 0.4675697066569847, + -1.1818741069012393, + 0.4494741876308569, + 2.0921632707451687, + -0.6715617701314555, + -0.3610459184049964, + 0.4220818025996307, + 3.920664235570495, + 0.6075786730478188, + 9.392255893625993, + 2.320041087406906, + 0.19613668537600365, + -0.9039984549048486, + -0.6495529215149499, + 0.25953210639228624, + 1.1038773433164333, + 0.6331508250470403, + 3.000724688049248, + 1.145882708325124, + -1.0921462898738472, + 1.388957694880235, + 0.913771635579258, + -1.5400134569397577, + 1.7518349114221088, + 10.421413812156649, + 2.3313062396453783, + -0.7908508526004396, + -1.365783898812256, + -0.14891457628243168, + 1.3421097302674343, + 1.7963608229269636, + 3.7715863592289063, + 6.360031650505034, + 8.502595406723257, + 2.154195993159189, + -0.9647054137398412, + 1.6284685547723217, + -0.2842126364640116, + 1.5911804927880697, + 10.247517666468392, + 0.34033528485575004, + 8.511234277128437, + -0.340907875701983, + 10.309910483398092, + 0.12257588896893176, + 3.769415986436829, + -0.16563141030186443, + 3.182076663469454, + -2.128734093773671, + 0.7133931882404317, + 3.591546299820701, + -1.0796031947282072, + -1.686802763001559, + -0.04034024879652054, + 4.844743761322112, + -0.5412572122622091, + 2.05868182160631, + -0.5258579857935985, + 0.17775011649842967, + 0.41833246426019577, + 6.384139916001437, + 1.6006736085160984, + 5.567310004250481, + 1.4510142362820402, + 3.909134621332008, + -1.6826583159843231, + 7.697773390563986, + -0.10670457547352774, + -0.1244813060105977, + 0.5059709645455023, + -0.7282722024066131, + 2.16694356328226, + 1.1905486131900995, + 2.7436543775777142, + 1.1705017249313001, + 8.683972129710764, + -0.5639474873988312, + -0.8162172138738008, + 0.09292462735614715, + 0.8789954390516043, + 9.956632031786391, + -1.5768391503422479, + -0.7922764624412636, + 4.192017124760927, + 0.596065870290916, + 11.972366546623636, + 6.678813186069386, + 0.5092202577918996, + 1.623888474938014, + 2.271449771682391, + -0.37579000672525276, + 0.49142949112903356, + 9.759739664428645, + 0.19548173242578862, + 5.4113929896090465, + 1.8023079404845763, + 7.282479728579131, + 0.8104213388433181, + 0.22270430231429753, + 7.0905298753471415, + 11.925147321890204, + 0.17817849428107047, + -0.4030759890650308, + 1.9917649125028483, + 5.988767511823882, + -0.5501152575326811, + -0.1465994530410181, + 1.0320259421069724, + 1.414276988819384, + 0.7152213785841233, + -0.5320517427466316, + -0.6024249893812438, + 1.5369943041680059, + 7.353128398486176, + 0.41852633618621576, + -1.7746382142665433, + 1.6701882290245462, + 0.2720484062786966, + 1.4909894742353038, + 7.673601074937385, + 1.1014423150112405, + 0.7683164626155029, + 1.3869212433401854, + 0.5359651937875863, + 0.42531411197984725, + 2.281169011597267, + 6.3592993809439236, + 5.475150411917277, + -1.2646054404469076, + -0.8477122479592647, + 0.29271548214190707, + 0.14572313486926605, + 1.6392593086705203, + 0.14103329229224348, + 1.588626932929414, + 0.6955204007522842, + -1.0489547105891632, + 8.998255579409898, + 7.355030870975733, + -0.38144588515916766, + 0.4210855351680945, + -0.3861671340929476, + -0.3888335008292545, + -0.0976902709190703, + -0.5602443900627705, + -2.929448689967704, + 2.0529942724262407, + 1.324472075143464, + 1.4547079166262957, + 0.02641275892811698, + -1.1235578739259098, + 1.9619130119655337, + 3.628147176557805, + 0.7190907047600013, + 1.043548449254972, + 0.1752908190941541, + 2.9236455513711377, + -0.3872567549680631, + 0.13192798996498975, + -0.4545477041888977, + -0.21862021448776622, + 9.52972657764603, + -0.07620936372090985, + 0.06159436789495865, + -0.7176853974538395, + -0.7161363408692597, + 1.7736918060751377, + 1.0279185184937676, + -2.0510874553367944, + 9.474514597781454, + 3.4348714088217616, + -0.2602270107038688, + -2.6030492600181847, + 4.806484151830098, + 1.8593686234627436, + -1.0105982199173396, + -0.5026451026734877, + 1.6377365426463277, + 0.6649271623017413, + -0.4910937674717928, + 4.242714695462485, + -0.32656760601148416, + 5.722103229407302, + 0.4962010689194457, + -0.535316712567659, + 0.7970006428619382, + 2.1699523774216294, + 1.4588317518007, + 7.035233053832671, + 0.7233778446863361, + -0.1019718349036941, + 4.506578318301543, + -0.627313444697032, + 0.04522270947974964, + 0.3301789018517706, + -0.4801843663320866, + -1.3724655478412202, + 0.4894026484811471, + -0.061003971568241194, + 2.1702643390190106, + -0.5336003062469419, + 1.2337223498113028, + -0.8767156192302837, + 2.8614928294765885, + -1.746186985346181, + 0.435289723249269, + 0.4754391672062363, + -0.7947374085240315, + 0.42439394783294027, + 1.3306877587099928, + -2.096246922488537, + 0.5027448075686947, + -2.4932573434912624, + 0.8330334166941218, + 1.726174117687578, + -0.5817819744262285, + -1.1737920491210516, + -0.196013782759856, + 9.749424807639869, + 1.7097134008656463, + -1.0513099116393445, + 1.4974316831863086, + 10.738763261725326, + 9.895727959225573, + -1.2390374146576844, + 2.105479126776182, + 1.5994731758316167, + 7.157399088304029, + 0.2385216554822972, + -0.046178863837528686, + -0.15973083019656936, + 0.33085130529802215, + 1.5080536645999998, + 1.0827323269715203, + -1.0773760769847582, + 2.0872291286442186, + 0.3181131219501851, + 2.3927440963611937, + 1.4665408592838087, + 6.085632643197739, + -0.0248475776051348, + -0.5314429191675182, + -1.3963084968244626, + 3.2504454359804256, + 4.144741163805039, + -1.8400735018412089, + -0.025158927053971304, + 0.6405476895234627, + 0.8538428192083422, + -0.11312799924109469, + 1.9667116139564642, + 0.9702145079531078, + 3.8612346181918102, + 5.719759906488456, + 1.3270052773065435, + 0.9583858310147236, + 0.051687946091577015, + 0.2290746882057026, + 1.5604451984562095, + 0.2243397085208626, + 0.9554988056504526, + -0.24747505104138856, + 1.3119837385739466, + 7.511262358933548, + 1.9269965661123407, + -0.12628955182882606, + 0.30248892317396564, + -0.8319210367150808, + 0.3744874223042428, + -0.815375539004934, + -1.0662349318992248, + 4.339308923277033, + 1.3332289071705674, + 1.9203675021442612, + -1.0903624765329865, + 10.042064485175732, + 2.2938102150833677, + 2.157956981628535, + -0.9072684045696319, + 1.239584006729002, + -0.3961941833473773, + 3.019616149495813, + 0.6041208895930896, + 12.220792947883071, + -1.4710337598776742, + 1.2592750839914557, + 1.2873592185305864, + 0.6492317491940639, + 3.3431398120277014, + 0.33785344240117166, + -0.22735822275246034, + 7.511692668835208, + -0.7124771494255431, + 10.956556217128385, + 0.0014649416872168973, + 1.25713418399109, + -0.7908993609052513, + -0.4914417430797859, + 1.103338764338186, + -1.3495762106723985, + 3.150610407915346, + 0.15946448586719347, + 0.11137260184972926, + -0.10914589452903929, + 0.39581978109728944, + 8.478059343100643, + 10.186875803518697, + -0.6509524303764622, + 0.22198293522427343, + 1.2019661355114353, + 0.8946471876860789, + 8.208400487301846, + 1.4125074070254477, + -1.9626846157401767, + 7.083049567373717, + 1.909546138244231, + -0.9478718361510038, + 3.1214052551136637, + 0.8194809304013316, + 7.1275579360152665, + -0.6327550298850391, + 9.584636459329436, + 1.1283703237324447, + -0.2358050709522869, + 8.973961043211677, + 2.3986177093623535, + 0.28186780581094595, + -0.3391222138320637, + 0.37123564452597063, + 9.854731210123518, + 3.661862215391499, + -0.49540860433205, + 0.1288254421036632, + 4.939841050472576, + 0.21234426095463096, + 1.238858710413941, + -1.114045659695324, + 0.25866115252634786, + 0.21456107661093954, + 0.7828737349497695, + 7.068648578149147, + 6.8089816844731255, + 0.5582734923623255, + 0.4682767191115364, + -0.8253940022838372, + 6.608205359445543, + 3.0601184351262525, + 0.2242467985643878, + -0.779304857474902, + 0.16070926345535833, + 2.212817345292296, + -0.360039268729314, + -0.6616747718486885, + 1.8694020751834333, + 0.3127183236763014, + 2.670976977894523, + -1.2578680723565443, + 0.9846346217153934, + 1.7948404938319396, + -0.1421465170047046, + 0.33868731792169, + 4.398935440703917, + 10.242831411255665, + -1.142284867506731, + 2.446349772615266, + 0.37108849337530936, + 0.07288142756628765, + 0.728962591699991, + -0.13047109506343973, + 1.1919687413233198, + 7.918821512317132, + -1.1189398575662006, + 2.3884077366876175, + 0.2955600471944372, + 1.229214784595081, + 5.9555223296096225, + 1.127576585328713, + 12.455912424018123, + 0.2648230913151637, + 1.2754938258999797, + 8.42734842806129, + 0.5826772388534832, + 0.8400103183202283, + 3.5830477146323796, + 2.453460425113712, + 5.63696959172722, + 0.22486247822146627, + -0.5717093293505964, + 0.33261425874925665, + 0.9333173948786484, + 2.7956506916791963, + 2.2206752221031794, + 8.474438963024099, + -0.8924347419762898, + 0.5961553380524532, + 0.8575426289569806, + 10.300074851766276, + -0.21796395721304218, + 1.3986885268039093, + 0.8578344371764253, + 0.06476114623224044, + -1.4359095238632058, + -0.8465117601281753, + 0.28100978551597616, + -1.966231232278657, + 1.012637430634638, + -0.1581528796137824, + 3.2431484590277537, + 2.598231198664411, + -0.18142418442224675, + -0.05280824808688216, + 10.991620875736716, + 10.483993772123435, + -1.3468923069678516, + -1.7857828822612223, + 0.09115398404212183, + 2.72416787767677, + 0.49687359054383995, + 1.069965307953439, + 0.5162144167887504, + -2.3161438629448052, + 6.6405816103431405, + -0.3828298222076373, + -2.0184823013392346, + 8.618091533503264, + 0.7935348664153047, + -0.11970128822592078, + -0.45784838610948175, + -0.159361866365674, + -0.370582740995106, + -0.4688417832938113, + -0.6995279408988826, + 0.5354010185441194, + 0.3216842511690858, + 0.1682957552947621, + -0.8384911288903474, + 5.019922467527903, + -2.17706504637563, + 0.1848348097073055, + 1.579558885183351, + 0.07987619019088488, + -0.5859276733177553, + 0.32912840381032377, + 2.0227782575632185, + -0.4470004002845916, + -0.6153166878856519, + 7.840872274037183, + 0.10343821800145457, + 2.610415817772093, + 0.27736184223214233, + 0.5621488884926683, + 3.8341823039139986, + 0.649402199781277, + -0.8092813123304627, + 0.8247310143007357, + 0.22576277831880573, + 9.88829490252525, + -0.97536602727825, + 1.3035079327647159, + 7.513046770988573, + -0.5528496553379411, + 10.980993440607616, + -0.36472230752785745, + 0.8134632281652742, + 7.289320963774351, + -1.7710672708700455, + 10.432654414553728, + -1.8309505140054338, + -1.22809772225109, + -2.0755880090351706, + 0.9948357128281382, + 7.278353590620203, + 1.118348276905404, + 5.229074204633495, + -1.1722310234921356, + 1.32369616936851, + 1.8572829195659604, + 0.3169427568543003, + -0.7273233239822586, + 0.18120808649744988, + 5.573751320428319, + 3.6596209753932385, + 0.9689335239982292, + 1.6880336874180504, + -0.23383609639849182, + 9.929363431216009, + 5.975163109889572, + 3.6586559601085584, + 0.21233535580331608, + -0.9933586995689735, + 8.752836327884038, + 1.4992785675400182, + 0.1705826194277229, + -1.2172785555751862, + 0.15946250768319317, + -0.6822915774666631, + 2.6550552348439327, + 0.03471378100667691, + -1.9672006760904293, + 0.7005300395743315, + 0.8134758990390346, + 0.9724593447701049, + 0.4202829399177231, + 7.667842074449484, + 0.09889363153070779, + -1.2644983986003304, + -1.687860415816532, + -0.3828161730138356, + 0.1560342474063045, + 2.4055609244351768, + -1.1768694675416898, + -0.3998988142496151, + 0.26929546381823205, + -0.04459844122206214, + 0.22069733773253752, + -0.02830062636159425, + 1.6509809343312816, + -1.1761728833369673, + 0.48756049427133497, + 1.181944939708621, + 0.480908126792914, + -0.1641157295271757, + -0.5259258750137318, + 1.051303110096616, + -1.4229721004235019, + -0.7215409300084995, + -0.38917439430116363, + 1.2816625844359633, + 5.349633410718397, + -0.9107033820905395, + 3.5429721088117794, + 0.5958274799464511, + 2.548635224593461, + 0.9881972997555881, + 2.3490261892299436, + 1.6098448897024626, + 0.8282346064764806, + 4.472852275683423, + 9.0733485516918, + -0.13166403459685, + -1.2346057983642598, + -0.41676466239847854, + 1.6974914227319082, + 3.280037934645131, + 3.253383307380768, + -0.36523325746389185, + -0.048237106648372136, + 0.7174148088065859, + 1.3733265677925637, + -0.7227982501804521, + 8.761795682961763, + -0.45194937188828965, + -0.7866077646259368, + 9.932031419605297, + 6.83349851766949, + -0.37099611324655035, + -0.7261067818273146, + 0.6005530889851678, + 1.6536389953052335, + 0.24774579323170365, + 0.9983233658596621, + -0.5631515960605328, + 10.135943196289396, + -1.0973628660148955, + 8.138170751286225, + 0.8582962117108228, + 4.769857232561232, + 2.6546877962000988, + 1.5568110845208358, + 1.402288334975568, + -0.1962805856695743, + 0.4528868968537629, + 0.17554149568058022, + 1.7333127553523373, + 3.0979985908686754, + 0.06888437120779267, + 5.332483035995807, + 0.7506488465420889, + -0.15099973143456452, + 0.14356991283075557, + 0.8512005165197762, + 0.6928692294134446, + 6.548685351253987, + -0.7998478081390689, + -0.3650743651857531, + 2.0491272448770004, + 6.808942323235275, + 4.056672818820982, + 6.394406533102777, + 0.4311234960149306, + 0.37964098234721855, + -0.5561116783622987, + -0.13002185240418201, + 3.4280081167587815, + 5.542343177387482, + 1.614778791305366, + -0.31956889855252557, + 1.3254321090952061, + -1.406815009497514, + 0.5859276925983069, + -0.7367701359474399, + -1.4151137614164655, + 7.644614003716916, + 2.715246679784995, + -0.8449138810103208, + -1.49901595835652, + 0.6870522550578688, + -0.0832932024559792, + 0.6293194087584479, + 0.9495945713644907, + 2.0837201591241525, + 1.8557126022230357, + 0.2460453034205506, + 1.1426211913704862, + 8.164741684807066, + 2.7943777212938774, + -0.25447690591222094, + 4.994746626429732, + 0.5069048827374705, + 1.214718658100625, + 1.8880621879940598, + 0.6715422445618021, + 1.5288153067570582, + 0.8875057858431457, + 2.576547411646973, + 6.6051260362710105, + 0.39661377819194826, + 2.5266779549530662, + 8.181301316552606, + -0.32887489280469345, + -0.16716388637767365, + 0.3801774327073968, + 1.5226264499320903, + -0.596973593918223, + -2.3817509020424583, + 8.135069645353719, + 0.9134737320174067, + 0.6805661733062944, + 2.5259887266365664, + 6.723254311396064, + -1.2313522014582348, + 0.5152945458948406, + -0.8342504639383729, + 2.3119300021416307, + 0.6865092410742855, + -0.5806483025538931, + -0.6113852468807406, + 2.480092342375297, + -0.23950033134615664, + 1.1168916514806069, + 10.177156296907224, + 3.9306027879339664, + 9.68347967298959, + 9.84946173976183, + 0.8086474523613565, + -0.6082265061044504, + 0.36311562848073775, + 0.31112830337062464, + -1.8877354294837496, + 2.0152831208814423, + 9.174872604316734, + -0.39715147581285903, + -1.1007455620528839, + 0.347836144188179, + 0.08679519956543402, + 8.672728098090435, + 0.19158000680192838, + 0.5062413884933686, + 10.515515685238295, + 0.5681032057688722, + -1.0494539210932172, + 9.931093761740572, + 1.80838143607377, + 3.1520568335116597, + -1.123395120221084, + 0.24288201382295382, + -2.081990650378565, + 0.5531491563997923, + -0.5404069888809317, + 2.010337023433437, + 0.1997960251987464, + -1.6888624413034408, + 6.44950837156446, + -1.9754844235806668, + 2.469485245691851, + -2.0552215701172267, + 0.02897176104356671, + -2.0663039255812996, + -0.31390391728362893, + 1.643378417265818, + 9.878462595836977, + -0.7609069470480837, + -0.012191467040726642, + 0.018030333285012086, + 0.4737947982560719, + -1.3668582664563163, + 0.5925734109389649, + -2.7043167203070326, + 5.804840460830977, + 1.0442786149436583, + 0.6341805672961484, + 0.0814487590109915, + -1.365633052158176, + 6.703892483740516, + 3.007842682701567, + -0.0790641385241378, + -0.5789883059698983, + -0.48083378951197936, + 2.687273208294692, + 6.57911224620188, + -0.055044580636025096, + 2.1699365903060843, + 8.539804516255069, + -1.8508157773827487, + 0.7835967745961957, + -0.6554817839435048, + 6.989252866134345, + -0.740513953288171, + 2.8887334131475413, + 9.977662192203326, + 0.802128458618284, + 0.8630249670923474, + -1.3235528838175412, + -1.1041363562800581, + -2.839078658644384, + -0.6764389013020422, + 9.659450750538966, + 0.5169465157483756, + -0.21919625059468303, + 7.599040367978857, + 0.1186863878908927, + 0.20476059595186685, + 4.9218595825871025, + 6.216351959000654, + 6.049531232886094, + 1.5299552324548764, + 7.202017627712262, + 0.7007006559443028, + 6.331837175070083, + 5.775067276128644, + 0.6507455315541449, + 8.028359745873608, + 0.33748241275380025, + 0.4604165713017101, + 4.065782279301318, + -1.0196615136200171, + 0.2063617713254507, + 2.199670874185924, + 0.4816276320168806, + 1.0043293048263375, + -0.23668470987088297, + 10.120156405095466, + 0.27986439947668357, + -0.950910728733324, + 0.318521373741668, + -0.9916965999444367, + -0.620314718563698, + 0.18936589040597093, + 0.5753932694359069, + 0.3183847722388038, + 10.577762909179931, + 0.5720062783004729, + 0.1863758376499538, + -1.5361621254180078, + -0.14471023329186405, + -0.4453418317197748, + 0.11314439033272568, + -0.3599907847256948, + -2.0074568493849094, + -0.17615465606875563, + -0.21256308090068732, + 0.9257521774325084, + -0.6981890602777425, + 1.7078741955817411, + -1.9112092070278808, + 1.4851802617580399, + 2.7986835960333214, + 1.0419475147578992, + 0.0894932050565432, + 1.1395555360254692, + 8.700433008778653, + -0.9126137214182407, + 1.420504293050484, + -0.11302035005448445, + 0.322143399620396, + 1.2347519140448249, + 0.43004700825083586, + 0.5954916217995252, + -0.5898354010516528, + -0.1321545326751305, + 0.09066012991216368, + -1.5002218610708755, + 0.2933716647439111, + 1.3510823287092226, + 0.8862232118421722, + -0.062112269956144515, + 4.025549254552967, + -0.29209477485005936, + 6.526845969105231, + -0.20013022656540536, + 0.2528831290095784, + 8.97784609892279, + -0.7763855489259825, + 6.485366787823454, + -1.485417600170354, + 11.354455619538662, + 4.813522391603214, + 6.038366972947342, + -1.8545242643517201, + -0.45479444207700254, + 7.773520656547766, + -0.48973537052799954, + -0.05324126980287415, + 8.277738750275367, + 0.20864178943503905, + 0.30931067027750825, + 1.464009540223326, + -0.8726661060153256, + 1.7987250324020758, + -0.732027738759821, + 9.218946081166568, + -0.21497371632454548, + 0.0022880675098625866, + 1.0703651602308824, + 1.2718926563886916, + 0.39908696927588905, + -0.36912302434624017, + 9.25035014270542, + 5.42334129116885, + 1.460984296385978, + 1.712155570976114, + 1.6170686597992763, + 2.2445549790927792, + 0.3813096776183775, + 0.3412781960094796, + -1.5034309390032519, + 6.040328205115355, + 4.785678652036134, + 0.03888774272779556, + -0.16633911952193686, + 0.24353020418752336, + -0.06040372919690829, + 9.316051360589972, + 2.6866366236658146, + -0.4692446741420421, + 8.822117644847083, + 5.297626335116648, + 10.519223808724869, + -0.3321369633841009, + 5.563186872786869, + 9.501168666830068, + 1.5161833236376963, + 0.4800778303635765, + -0.2068132287583832, + -1.8363585656445311, + 0.2815222560878933, + 0.7938184682929571, + -0.2973723567935298, + 0.17828184099011243, + 0.986378930552749, + -0.711973227258922, + 8.225577875078168, + -0.16062526360018864, + 6.772943297624451, + -0.9662463190410226, + 0.06975780165786677, + 0.4915056472467946, + -0.009288561567815747, + 0.35182425929257577, + 2.1180979225124412, + -0.3428292856739426, + 0.278375241813342, + -0.5074082870244166, + -0.8463597198809455, + 1.3890593539287606, + -0.4786954571009583, + 1.691263041092776, + 2.349075789770954, + -0.7157908481956501, + -0.4166253019079963, + 9.50431921231588, + 0.4386001185914889, + 0.2646738022558692, + 1.9127914874001124, + -2.3689317281103373, + 4.924942607293744, + -0.49587740941611347, + 1.099557455907345, + 7.109973827523335, + -3.007632339693594, + 4.7737298511505735, + 1.7318125789995495, + -1.0891891448379414, + -0.9616479604480612, + -0.7004121543026788, + 0.3837418450893557, + -0.5866799619725396, + 3.1871934690922665, + -0.8315344675501062, + -0.8568518650008553, + -1.1260538724059506, + 0.1886061282743416, + 6.854476455612347, + 0.8108755848209261, + -1.8517813709590152, + 0.04597670663378882, + 8.857758482180596, + 7.023137118020895, + 2.680033117523797, + 10.292877786003453, + 8.077991978735318, + -2.3908630862373887, + 6.030882451110319, + 9.565569860985235, + 1.1785127002808309, + -1.1113570081769764, + 0.5201835471950759, + 2.0175056691941866, + 1.0412690508874918, + 0.30427800675967875, + 5.850320949119602, + 1.602578133533949, + 1.5167505556225438, + -0.6101606088809378, + 0.50448329683143, + 8.334511122306504, + 1.6284846573338316, + 1.44237962303717, + -0.346551633891294, + 1.453275476042545, + -0.061024821541643376, + -1.3172814288788284, + 1.6352488617768741, + -0.5897754194741888, + 10.662635417796853, + 4.873300047965762, + -1.414843541354374, + 0.16429476857631345, + 2.6978215080536443, + 7.676588340109427, + -0.05751768161676089, + 1.0755143278249908, + 0.5375135540251403 + ] + }, + { + "hovertemplate": "Data=Synthetic
x=%{x}
y=%{y}
z=%{z}", + "legendgroup": "Synthetic", + "marker": { + "color": "#01E0C9", + "size": 5, + "symbol": "diamond" + }, + "mode": "markers", + "name": "Synthetic", + "scene": "scene", + "showlegend": true, + "type": "scatter3d", + "x": [ + 0.990656862748816, + 0.9777646631853842, + 0.6393198906177538, + 8.352517226210152e-08, + 0.9999999999999778, + 5.512266602579793e-07, + 0.9998742987029293, + 0.0002025195291998492, + 0.0007458449298354829, + 0.0021808276461999527, + 0.8763847236287365, + 0.993509505226021, + 3.1763796925356097e-05, + 0.9836894064608461, + 0.9998971165173094, + 0.8828404821067892, + 0.6791378472670645, + 0.39681609472106655, + 2.528074526886675e-05, + 0.9999998680813516, + 0.8082237683442408, + 0.9998650333759017, + 0.999585896161816, + 0.00032992324730791143, + 0.018374506707472524, + 0.9999887394811913, + 2.8733393695843423e-21, + 0.01925685119726234, + 8.556753216690925e-07, + 0.3344175707599922, + 0.9938751695185547, + 0.999999999998531, + 0.9914160394318094, + 0.9999854194513563, + 2.534612095870734e-17, + 0.9999515508948998, + 0.15096038191865946, + 4.134661095444815e-08, + 0.9999947399439577, + 0.030970201508545434, + 0.9578828446459372, + 0.9832741459466142, + 0.8803847660169885, + 0.01283874765909815, + 0.03488028812024989, + 0.6925375227954594, + 1.3403982508075635e-14, + 0.9999876688536876, + 9.985370610431023e-10, + 0.01356174850041666, + 0.8410579930547416, + 0.9960761268925705, + 0.019095805626913973, + 0.9999998362593128, + 1.369526881063129e-06, + 0.12539901616618637, + 0.0009358898860005309, + 4.5787248141754595e-05, + 0.18261514767592574, + 0.9999999962532049, + 0.3949091273994563, + 0.041211169753026244, + 0.999989140316692, + 0.19405522743503636, + 0.05360904363695511, + 0.9999997957313881, + 0.0331044698261218, + 0.9995005492764938, + 0.00024145031481509854, + 0.014796374717029409, + 0.9999999334412603, + 0.8488776909941541, + 0.00010293032570716415, + 8.863471854263662e-06, + 0.9932503158828614, + 0.663929987978505, + 0.05411765478579367, + 0.99999952523903, + 0.02222022599566847, + 0.9999250349892369, + 0.9993747452275663, + 3.1955618152974034e-05, + 3.528480922587342e-06, + 1.2013701030237933e-06, + 0.6686133387791048, + 0.23650759571576452, + 0.9562690628773829, + 7.638568825719268e-09, + 3.411391322139298e-14, + 0.0025136202002825694, + 0.7506180816914138, + 0.9999114244936184, + 0.6704587765850686, + 0.9999999504128037, + 0.000611042937004582, + 0.9999999581581942, + 0.8702786052947777, + 0.9981898995589694, + 0.4804864177252617, + 0.0005476199210143044, + 0.9743227073562568, + 0.9996855589784136, + 2.7199508307961536e-08, + 0.9999999962382705, + 0.03757633040835118, + 0.9975602441370223, + 0.0014085523042027012, + 0.999205234826026, + 6.016047947060085e-08, + 0.9999999999999707, + 0.9999999469323302, + 0.999851004678059, + 0.34496319937716674, + 0.9999992309158432, + 0.000770077560852638, + 6.378552187660637e-07, + 0.038059379612864805, + 0.6136890095230657, + 4.2507333881433924e-07, + 0.5933340210608959, + 0.9701173702382042, + 1.8660833404400124e-07, + 0.995689707653864, + 0.9999577069344692, + 0.7891166046068409, + 4.1908226020959445e-06, + 6.654743027246892e-08, + 0.0012268236241999551, + 0.9999999999999934, + 0.01628652394420287, + 0.00015502505417293544, + 0.007786454715126784, + 0.999999999998839, + 0.6451972421779354, + 3.787638938383608e-09, + 0.9997979372282205, + 0.010083013250893658, + 0.006524829618994324, + 0.0011087009369674169, + 0.999999995696031, + 0.35312262254370325, + 2.930449683574083e-07, + 0.9991179642273151, + 0.009797841568457175, + 0.009708793352223667, + 1.17757049131667e-09, + 0.9101206409889471, + 0.9999999572649073, + 0.955366637831477, + 0.9999999999999759, + 0.002204945982354733, + 0.5479824519720693, + 0.9874298918240089, + 0.04662689439421434, + 0.0004447524283612201, + 2.6681035661630995e-13, + 0.012560517718939684, + 0.04992012929120818, + 0.9999999972389622, + 0.9999999999388254, + 0.02141240827572223, + 0.9999695256131405, + 5.1097924115142166e-18, + 0.9537575500531683, + 0.9999999353602641, + 0.012125655269446825, + 1.1783485785100172e-05, + 0.04423214855718669, + 0.7409595349722328, + 0.00017053016997480112, + 0.15199090693421174, + 0.9999999987851229, + 0.0005166442269614136, + 0.9904803528097829, + 2.4668792986794497e-06, + 0.8329252542428722, + 9.999030812654794e-11, + 3.923090979564958e-07, + 1.3901138204073732e-07, + 0.9943696374500364, + 0.05785275424584783, + 0.9999997978386075, + 0.8023067097019274, + 0.7591824946518035, + 2.100250372694424e-12, + 0.9993234541514513, + 0.9998932204580903, + 0.11805521514560943, + 0.9331516601352436, + 8.395733198971422e-07, + 0.1172130421610508, + 0.0461925885224984, + 0.026596940613180617, + 0.016734677771840057, + 4.601187283636773e-05, + 0.27510303160953914, + 0.9927621743747216, + 0.00010938643149248806, + 0.9822453519785341, + 0.004678703852342735, + 0.06460124333766441, + 9.588883818887822e-05, + 0.9999999997627212, + 0.007741937268134798, + 0.6227460519317344, + 0.00282410169466123, + 0.9998377839885277, + 0.9998885522534, + 0.9999927927440793, + 0.9963976323945108, + 0.005181323234708172, + 0.9999999959242309, + 0.02954266312115406, + 0.9999976488719673, + 4.173725960531265e-06, + 2.655776871935133e-07, + 0.9999998655658162, + 0.812442228265903, + 0.0518214594059737, + 0.9999396612418281, + 1.138559394474388e-11, + 0.7567553564347825, + 0.9999999551250859, + 0.863687275098651, + 0.99999999999938, + 0.999899697080273, + 6.144757388443969e-10, + 1.219899984521796e-13, + 0.9959427148754783, + 0.9713702324191251, + 0.9955891680360436, + 0.9918435980785015, + 5.1079780414779434e-05, + 0.9997294628752641, + 0.07287028611193387, + 3.4245703785436235e-05, + 0.9604162670517163, + 0.9776071688217909, + 0.9999999191970411, + 0.999999610126412, + 0.9996344284643931, + 0.0020408096742987963, + 1.2827923284832432e-05, + 0.9883695653748233, + 2.3087264745315573e-19, + 0.8546626186270886, + 0.9999999999999554, + 0.5304764515018595, + 0.4203375586415369, + 0.8418177220847736, + 0.026875214320737913, + 0.9937697424495759, + 0.9999999514703173, + 0.23000209603341568, + 0.5048238246062918, + 0.3946310383226343, + 0.8895752545498177, + 0.0003635717098012143, + 0.005260046981762714, + 0.0641286139506942, + 0.002154336413592563, + 0.9935570455809574, + 0.6798845500750975, + 5.081897485779571e-06, + 0.9999511826701784, + 1.4131334260926695e-07, + 0.9999965817571669, + 0.5574212585673538, + 0.11923801079078766, + 0.9999933705861129, + 0.0005078651396069309, + 0.9918115373933623, + 5.210184092523543e-05, + 0.9999996292917297, + 0.9999995230418766, + 0.21971750505180232, + 0.999999999999991, + 0.19765740069102444, + 0.352821230992243, + 0.9982071990699443, + 0.9969421432446142, + 6.550674840579184e-10, + 0.7262981747193632, + 1.0000000000000002, + 0.9999999643411063, + 0.0015988166395653003, + 0.04663035517220891, + 0.9675933569648197, + 1.9653692874285904e-08, + 0.00020416524855005523, + 0.8656210837144339, + 0.012166138053937289, + 5.495553868285873e-10, + 0.9894464887694033, + 0.005561355125265364, + 0.00021399634818559292, + 0.9911584365433361, + 4.9911935127457576e-05, + 0.9999999545342355, + 0.004549724030138712, + 0.39112007190492115, + 0.0782078142723516, + 0.9951931026413137, + 0.3776695777930542, + 0.9581828364809006, + 0.9938841728112018, + 1.5518059951613216e-05, + 0.9999999999990882, + 0.6531247494534761, + 2.2349691269473326e-10, + 0.9999940715628359, + 1.1876672761225023e-08, + 0.9998647608112623, + 0.0001949759110770261, + 9.265610866184212e-06, + 6.122660095829676e-16, + 2.7551419979919834e-09, + 2.2691284018999045e-18, + 1.2442005204620294e-14, + 0.9961985468475762, + 0.9984725760455413, + 2.23827200174868e-08, + 0.9998712757238589, + 0.012279660041855184, + 0.9999999999975576, + 0.9944529278499059, + 0.043803999429282356, + 9.976019837499741e-08, + 0.004460941692263513, + 0.17084117607029897, + 0.99290800512987, + 7.834662502254662e-06, + 6.7715228782428136e-21, + 0.4321069586172492, + 0.9990559367625818, + 0.08520381322528327, + 2.256192917317855e-05, + 1.4528860914301997e-13, + 2.051717600386965e-08, + 0.9975857521816975, + 3.06695347520381e-08, + 0.5884233328854753, + 0.9999999999999996, + 0.9669665047195696, + 0.98585689515429, + 0.23376565119520903, + 0.6902073899789989, + 0.016314914006154556, + 2.088930217626658e-06, + 0.9999605593015337, + 0.9999704061378877, + 0.9999463076262131, + 0.018187707360218346, + 6.799000960877689e-05, + 0.09540320095505582, + 1.4802975577858427e-09, + 0.1701044874165181, + 0.9996316439533028, + 0.002530887693428667, + 1.3232744030929537e-11, + 0.02304338773740885, + 0.9997681405753515, + 0.9998370575714268, + 0.026832977026679486, + 7.697518237921634e-06, + 0.9999987909199604, + 0.9999830937497535, + 0.9942869147248469, + 0.99910368598904, + 0.6395666973235222, + 0.012841673873038322, + 0.00022267956588940688, + 0.8204863325051189, + 0.0986634931840759, + 0.004067810129658933, + 0.9999999999839494, + 9.138176904219353e-09, + 0.999999900292369, + 0.46637581565131175, + 6.535898001635475e-05, + 0.012947655009106034, + 0.9999998805255411, + 0.04363592882365233, + 1.9964014659353055e-07, + 0.6156517659003828, + 0.05764933812054478, + 0.6736388607958851, + 2.363715965635568e-05, + 0.9999999999961309, + 0.04311365163059429, + 0.12186475635724567, + 0.9999999984799496, + 0.999999999999974, + 0.98202088051063, + 0.999730951149425, + 0.4031742678483574, + 0.9982605762392458, + 0.002847050593134752, + 2.9193679447633576e-10, + 4.675466097810152e-05, + 0.1579610663900253, + 1.376598464556559e-23, + 0.028148085403801596, + 0.999994532036704, + 0.9858522853366838, + 0.18402051850341383, + 0.00046752780664175195, + 0.9987647324212732, + 0.9999984746184601, + 5.180231649898946e-06, + 2.1217456991805413e-13, + 6.861241503312618e-09, + 0.14989307721370396, + 3.565595179634051e-08, + 0.14487577418018563, + 0.9735255091397854, + 0.8953357740149404, + 0.006557121774467038, + 0.9999999904243017, + 0.9999986636849281, + 0.9991596002813523, + 0.19659311210136404, + 4.771873006845698e-12, + 0.9937528384276256, + 0.9999975944967314, + 6.140549711123834e-08, + 0.9664503001948144, + 0.8644294409231188, + 0.9630189489120059, + 0.03462403227139233, + 0.999999891610664, + 0.9999999947977881, + 0.8350576452248634, + 1.0904865751729636e-07, + 2.44280485925099e-08, + 0.9999999879062008, + 0.9999027987479252, + 0.9999724498488715, + 0.9036817367695938, + 0.00010984744292550077, + 0.9905307571015334, + 0.9999999997359195, + 0.9139117617088861, + 0.9999999999990726, + 0.9991608777796768, + 0.00022012696615948682, + 0.999999782546137, + 0.0004124525522511084, + 1.599581944161871e-11, + 0.9519690804693487, + 0.9999810329700596, + 0.9393584460521012, + 1.5366594505776e-23, + 0.99999953698122, + 0.2721474733864622, + 0.9999998039099246, + 0.15416434591804234, + 0.9999999999999997, + 0.0190014966059812, + 0.00046427237397964, + 0.10360659263810945, + 0.9999999998949682, + 0.9999936975475784, + 0.9963425608803171, + 9.774776518329956e-07, + 0.9999550801761306, + 0.1606063292104018, + 0.08675053510553614, + 0.0007906533237233964, + 0.9790454837519756, + 0.9996099739636813, + 2.5016136871273896e-06, + 0.9061047264193276, + 4.250349918777159e-06, + 1.2376377930014149e-05, + 0.9733498937946042, + 0.15091064789045974, + 0.8830789022563568, + 0.9994204731413376, + 0.9902050434716305, + 0.9991247075810763, + 0.11630418032990597, + 0.9607493381647545, + 0.9999998348643512, + 0.1903448509467509, + 0.42809994792647543, + 0.9999999999999187, + 0.9999948793198332, + 0.9965195399200303, + 0.9472354850494649, + 0.9837798692765091, + 0.27823594459456824, + 0.13416077509157143, + 0.040112031627725385, + 0.01828392152115132, + 0.2340412248697699, + 0.9999999893064521, + 1.1905672541846545e-05, + 8.555195728364635e-05, + 0.0784546654437006, + 9.357150006157626e-07, + 0.8665707553832407, + 0.9999905230270345, + 0.996372334089536, + 0.1102373730893713, + 0.5043045832902653, + 0.15802473303982245, + 0.8857397125312149, + 0.9999999999984359, + 0.9999589308603778, + 0.9999967494697983, + 0.9999526765117511, + 1.4191288419552612e-10, + 0.49538168093357043, + 1.2798184847800502e-06, + 0.9546085572196998, + 3.6084041787279226e-05, + 0.5571449932010416, + 0.060621459950701694, + 4.239859941210501e-16, + 0.9999958384872544, + 0.9999999999999716, + 0.8276220748169422, + 6.573116267994785e-16, + 2.9351562346867833e-05, + 0.5955194429038911, + 1.85365074380459e-23, + 3.78404206232693e-06, + 7.078170876418975e-12, + 6.972083219039174e-05, + 0.13614362933785024, + 0.8620332722958697, + 2.5330413090669913e-05, + 0.9894800960710528, + 0.39177522512327917, + 3.3137754946334113e-10, + 1.803033732232597e-05, + 0.9999439109258643, + 0.99999999999998, + 0.9997660057782055, + 0.545559388116315, + 0.9997480874909579, + 0.9602106410557493, + 0.999999956370109, + 0.9884405556060574, + 0.9342579967858954, + 3.0976896725750574e-09, + 0.5857563919549953, + 0.3062230782421028, + 6.80754505357803e-08, + 0.047649091355624854, + 0.9919403013612914, + 0.9999999999921008, + 0.959548632181755, + 0.06998039721257003, + 0.19732703455127926, + 1.5068637811934485e-05, + 3.1500803506179906e-05, + 0.9997317057400273, + 0.009002501137883827, + 0.0037579359845418578, + 4.890568916398902e-05, + 0.9999997513097669, + 0.9996023384843142, + 0.014601137463148247, + 0.018515306494367296, + 0.00040052643819666874, + 0.9999999983646575, + 6.017167035778898e-11, + 1, + 0.9993046123611464, + 7.157815756642308e-10, + 4.939993027439603e-06, + 0.9999999394774658, + 6.980320985166514e-08, + 2.4567843711214956e-13, + 0.11113083158039118, + 0.9694076210836451, + 0.00030688014518794336, + 0.5250536251286312, + 0.9999999089655877, + 0.9962887314487524, + 0.00024194268594598766, + 1.7045885316816764e-05, + 0.9165434362061247, + 0.999999004359831, + 1.879525733623486e-05, + 6.245172001999334e-17, + 0.19475695672399038, + 6.973541693595799e-17, + 1.3608272227593306e-09, + 0.9999999987552037, + 4.641204853484981e-09, + 0.9999999819467682, + 0.00016595400002631714, + 0.0027832407758820233, + 0.11417254754958205, + 0.6384988479061772, + 0.9999971858314696, + 0.7902711923212105, + 0.999884212797115, + 1.5582641405829227e-10, + 0.9999758512534359, + 0.3943785593001919, + 4.029195548891516e-07, + 1.3475450709930382e-11, + 2.132113592102674e-05, + 0.9999999994565011, + 0.01566313694515348, + 0.6869312852752598, + 0.9988753443147512, + 0.0009362696036125255, + 8.540131429979126e-10, + 0.4544917806961161, + 2.208630215801371e-05, + 0.9999999999129037, + 0.985372453858611, + 0.9530786668317904, + 0.44355802545275974, + 0.9999980333529622, + 0.8342030495429155, + 0.04396975384091658, + 9.429875155517132e-12, + 5.344855655594388e-06, + 0.7065528502300601, + 3.3585604055975835e-08, + 0.9999989114072666, + 0.46584509583028083, + 6.796488712777168e-06, + 0.9652558708365202, + 1.2919243886352936e-05, + 0.9737404314122658, + 0.9999788484828238, + 0.4599894554737616, + 0.8530411088651535, + 0.0001462911191152038, + 0.0014340869198223962, + 0.9986070054708348, + 6.13316713973899e-05, + 0.001327887492932086, + 1.2519826524158938e-06, + 2.023409371132092e-06, + 2.131110595742082e-06, + 0.021208683529741847, + 4.83726547816967e-09, + 0.4261048460753423, + 1.0000000000000002, + 0.9448354063834626, + 9.119205743598253e-05, + 0.8477516176406538, + 0.9395379470625117, + 0.9999999999999997, + 0.991005380185406, + 0.021019138273827915, + 0.000219619107357505, + 0.00554787670539913, + 0.5495841046224615, + 0.9161440513619008, + 4.880874195124457e-10, + 7.123014444363543e-10, + 0.9999167683529377, + 0.9877086332945647, + 0.02315903366079448, + 0.999999101540385, + 8.178402043744328e-07, + 3.200164053144469e-11, + 0.872819567287642, + 0.8863226454728129, + 0.0024025141447230297, + 0.9742843849858361, + 2.6410225395834327e-08, + 0.7187098288724871, + 0.002171983578211043, + 9.428660820513302e-13, + 0.9932848608790413, + 5.307627220031202e-12, + 3.102601887818101e-06, + 0.999999999583495, + 0.5592339669048009, + 0.9305062959874987, + 0.9334454350730107, + 0.999999999999549, + 1.0000000000000002, + 0.9970952261059784, + 2.395588447918335e-13, + 9.628760322439132e-17, + 1.935972040603511e-16, + 0.980395309301727, + 0.9115188434388852, + 1.3882947584053866e-08, + 0.0024923772245120106, + 1.4216094819638599e-07, + 0.999999996631155, + 0.004645448608480226, + 0.19996012606188135, + 5.076832045551915e-06, + 1.9515706471216056e-12, + 4.940425516478095e-06, + 0.09357474169530927, + 5.7539987730292766e-08, + 0.9924517959493722, + 0.0659021571097621, + 0.0028719787120276034, + 0.9739251977501844, + 0.5583612142485541, + 0.001053015118333732, + 0.9999992685424943, + 0.0002945267905621427, + 3.35184783534579e-05, + 0.9955885032805145, + 0.018665746644605137, + 5.44556587742019e-05, + 1.5432202680315396e-05, + 4.516003515041033e-16, + 7.355172160816105e-06, + 2.7593983033061706e-12, + 1.0000000000000002, + 2.4351046732058718e-05, + 6.808912617475954e-10, + 0.4374651322194593, + 0.9999991679717138, + 0.3373163520233492, + 3.4820207055426596e-06, + 0.9984908915282471, + 4.739755267139268e-13, + 1.4129177760371721e-08, + 0.9995226037609715, + 3.932299528485814e-09, + 0.9399165587157793, + 0.03695515348313856, + 0.9999941003532633, + 0.998553691651925, + 0.000547208186360231, + 0.999999708511313, + 0.00013102503246467757, + 0.7764309092117134, + 0.9999715473604869, + 0.00019362099555350593, + 0.9916627461580595, + 0.0002535210355913128, + 0.9998788074099627, + 0.006474982725258517, + 0.9999999999998724, + 0.024449716031673268, + 0.0003206850071262887, + 2.7096019531810308e-05, + 1.0287853540594335e-12, + 5.827262175670067e-10, + 0.00020066303670621406, + 0.9983388723082369, + 1.7844279701300575e-12, + 0.002416152085490068, + 4.435662577931319e-06, + 0.9999999945607371, + 0.9984003226577353, + 2.0658029125878525e-06, + 0.007413457861432724, + 0.006696986563703584, + 0.9986002887128073, + 0.8139502109922012, + 7.939045032235235e-08, + 0.9644860883704985, + 0.0006580795178353583, + 0.0014067427590641064, + 0.9941302664504437, + 0.9999991724750676, + 0.029085894142521742, + 0.002975897359979394, + 2.898565714870131e-11, + 0.0005008244829947097, + 0.8380582384740416, + 0.07063458595329995, + 3.8681225796347785e-06, + 0.9999685514620588, + 0.9990807255488146, + 0.23280642930399512, + 0.0003670426846140156, + 0.002164605428341707, + 0.9999984154993405, + 0.9991094456803689, + 0.07650396564292934, + 0.6604156795401835, + 0.6289231484891512, + 0.9998160774261348, + 3.9651126936920134e-17, + 0.007214087628014482, + 0.9999939386874561, + 0.0036249098749848788, + 0.9985647020750164, + 1.6939783034836224e-07, + 0.9999893697375243, + 1.952096586508348e-10, + 2.921839379685193e-08, + 0.9999819707027592, + 0.10983652184216648, + 0.9999956866877192, + 9.329410383453323e-06, + 3.512880608761296e-10, + 0.27624716795222054, + 0.00018534870983148718, + 6.458481145411005e-05, + 0.0020861403267701667, + 5.975536606355992e-08, + 0.9912198253070347, + 1.3321120761883887e-06, + 0.6570217668839218, + 0.9997229007675257, + 0.003367152666692264, + 0.9367312113382347, + 0.8073156157652484, + 6.587295147334836e-07, + 0.9999925471577676, + 0.9999969017488795, + 0.9016507992234235, + 0.6064354445293608, + 0.8633681548630232, + 0.32145289950205735, + 1.1269074798261485e-09, + 0.7701251406765727, + 0.680302241752592, + 2.3117402031143604e-05, + 0.9996563862882618, + 1.9338699412964034e-07, + 0.8574109361224957, + 0.34128805261243955, + 1.7638375501250562e-18, + 1.5178350813581672e-06, + 2.042332776073261e-05, + 4.719501578965794e-09, + 8.039802771424186e-16, + 0.9981887086328356, + 0.9994414091163715, + 0.8950757634267431, + 0.8440094602971506, + 0.9995863984984955, + 0.9755444297544854, + 0.44343681635947674, + 0.9999966602960849, + 3.896945297793576e-18, + 0.9999996371335758, + 0.29048413975305915, + 0.012574109338803294, + 0.9997608870345442, + 0.9345117062510003, + 0.9999992115727514, + 0.0011332976105437548, + 1.1688708009395951e-10, + 3.7337473234472956e-05, + 0.9523714941824304, + 0.8304369168500537, + 0.3499573078082345, + 2.3404686611799323e-09, + 0.012115887090778417, + 0.9999982696428126, + 0.9999936810527039, + 0.6770716589722704, + 0.9679745855081449, + 0.0009587624051185816, + 9.736416421041162e-05, + 0.9998746996354161, + 0.9827887624266324, + 0.999929738722198, + 0.9999999999990196, + 0.9999999998117123, + 5.234933494673058e-09, + 0.25212853871087515, + 0.0007962006833944724, + 0.9999999999463801, + 1.2769922609055991e-05, + 0.9925719504673245, + 0.7781710167841472, + 0.9999999999996811, + 7.818045544760171e-05, + 0.9961109190637402, + 0.9934724160887484, + 0.9034551381438362, + 2.336005382770589e-08, + 0.6967307701314558, + 1.0000000000000002, + 0.9999998829851735, + 6.067047933406365e-05, + 0.10886120844261023, + 0.002846384752356951, + 5.074783963225888e-05, + 6.38249528488512e-08, + 0.7153034840702336, + 0.9819848528838055, + 0.00021217619966425327, + 0.22040148746904822, + 0.9996942846653469, + 0.19886451829187995, + 0.8254699566787896, + 0.9996974372753642, + 6.820904372401044e-06, + 0.9999896837798405, + 0.637251934452359, + 1.927008953531518e-07, + 0.9998188965088286, + 0.9994456024971032, + 2.138233723056416e-05, + 6.047701588124834e-11, + 0.8979478865973337, + 0.999967582749558, + 0.521461748213767, + 0.003030455293174409, + 0.11198880313550107, + 0.9999999619088157, + 1.0000000000000002, + 0.9999999393132885, + 0.9978837516237855, + 5.616424972458045e-06, + 0.030735041030679634, + 0.9656640367502187, + 1.2154492941368396e-11, + 0.9423004104611818, + 1.6534465881624261e-09, + 0.32790343805414784, + 0.9999999992516332, + 2.4959206529419103e-07, + 1.9730427581692933e-09, + 0.7106849532709055, + 6.012960939565949e-05, + 0.9999999999991614, + 2.6458101736740167e-12, + 4.865959767980038e-08, + 1.664052112501619e-07, + 0.059646808131229016, + 0.9218983104258824, + 0.4632032575189303, + 0.9996418184884188, + 0.2529271293897333, + 0.9511443186388823, + 0.08519703637821616, + 0.9998785339976409, + 9.08789239936824e-08, + 0.718480236752441, + 0.031455495581349247, + 0.00013604756658730125, + 8.181275945951536e-05, + 1.36232991131582e-07, + 0.9999999998514133, + 0.5819045687385184, + 0.8208577826637053, + 8.953310117393591e-08, + 5.590595889531526e-06, + 0.9998624041971227, + 0.9999824038054688, + 0.9999999626275626, + 2.9897254108767025e-08, + 5.533909871093399e-10, + 0.0066748999602195625, + 0.0009402378287000347, + 0.03896843768751633, + 0.9999779307698885, + 1.1869688827301068e-06, + 0.9999999977468327, + 0.9999992388807201, + 0.09310428270253159, + 0.6084856464746361, + 0.9999999999983146, + 0.0012576705420854115, + 3.4579261342037e-09, + 0.005542295219839607, + 1.5051199378719107e-06, + 0.20816589682695333, + 3.8417203083612516e-18, + 0.00010287080460541456, + 8.131433020474739e-05, + 0.9973769534746036, + 0.03838722207517503, + 0.8490151678001756, + 0.7451080431353871, + 0.16703384736069946, + 7.119150900114188e-06, + 0.9277239184063967, + 0.015348119830234241, + 1.1543548679601094e-09, + 0.9999999999924992, + 0.04587065706129112, + 0.016017288765055874, + 0.9111115989584412, + 0.708977107446816, + 0.878452922972794, + 0.9999999985998143, + 7.143076360918254e-07, + 0.9768492003737408, + 0.9442843298764279, + 0.9999999999999833, + 0.501505498389919, + 0.29753818601422594, + 0.9999999954112809, + 1.6495101069006383e-06, + 0.3156287669658667, + 0.0028693716745713652, + 0.9329388649183619, + 1.0000000000000002, + 0.9999998554171038, + 0.7302510699370527, + 0.0006876840362589987, + 2.6729755392674106e-07 + ], + "y": [ + 0.1460174884236594, + -0.05904015514506229, + 0.03244717668190685, + 0.04249526587556116, + 0.012067411502443172, + 0.035261850794420964, + -0.010557397771132973, + -0.03697537437478165, + 0.5734787352235113, + 0.11319692715676796, + -0.007095514125844767, + 0.8805407666432556, + -0.004218054335314301, + -0.03089493209829462, + -0.053706064982059355, + 0.05838832577208009, + -0.04617852601647638, + 0.023504086683887388, + -0.033176548172861364, + -0.0671574659176729, + 0.018401671315476858, + 0.09168437811848529, + 0.007275191177401984, + -0.15688270750367053, + 0.817000545960287, + 0.22073943576998137, + 0.3115806105985724, + 0.08130422308743111, + 0.17498075802799903, + 0.8641969995271195, + 0.045718754283328285, + 1.0971318348623578, + 0.008726701854248108, + 0.04286491688631815, + 0.08487288019634182, + 0.011079439397291627, + 0.29229896648203757, + 0.7060116422756676, + -0.040690491483978096, + 0.06976973364097797, + -0.07970606737369187, + 0.11141741005671667, + 0.026058114472689815, + -0.0074123976282344005, + 0.9296024281769713, + -0.04384899775803326, + 0.023970994293822927, + -0.061381155202827914, + 0.2531453651866157, + 1.0445697053203058, + -0.015945765578343367, + 0.09803428431551241, + 0.30228546456125305, + -0.07344623738179511, + 0.060745844091340234, + 0.06660431655837774, + -0.03700409343827181, + 0.2158496732968378, + 0.3188677383139456, + 0.08803215371469536, + -0.04077656400726137, + 0.10224474885488385, + -0.039363263671679936, + -0.05771246361123743, + 0.0024567241052605546, + 0.18597829337405689, + -0.004179076432091741, + 0.032898647760813096, + 0.7244407326485416, + 0.8534445558329088, + 0.09639246476807703, + -0.036275316780898376, + -0.008346513692353771, + -0.10017730841782238, + 0.9769980967780433, + 0.11565591383582409, + 0.1566088535368253, + -0.01827410651955437, + 0.1125675008900229, + 0.1310466232030174, + 0.010401678678073371, + -0.07925100981070123, + 0.9278959890867352, + -0.06193343689941286, + -0.08990194785095826, + 0.22906206349015823, + 0.10135247888035032, + 0.4154508286320455, + 0.9231250569678751, + 0.07055825476127763, + -0.01743905194647763, + 0.6894470799398209, + -0.11420388897459464, + 0.3664779800553546, + -0.0356123761953307, + 0.31210410035125224, + -0.0968649948636306, + -0.23672735969705658, + 0.11427167934403082, + -0.051761093046267775, + 0.5202973769139992, + 0.1371724850251557, + 0.22929355009128335, + 0.03594329258661963, + -0.008700491907203513, + 0.014599770694533012, + 0.022336799818145833, + -0.015357299690194557, + -0.002533422782593198, + 0.09412662387685175, + 0.26420033601959214, + 0.9773127730426205, + 0.31822703273824765, + -0.07744286301176104, + 0.07802326343493195, + 0.031098067235563687, + 0.0940410834052211, + 0.2906655469079525, + 0.022379072247205162, + 0.02223772646910677, + -0.05164803736315463, + 0.25333994347444283, + 0.2634895389965966, + 0.11701531621298573, + -0.050711069133985674, + 0.7725184944173105, + 0.9219056780886712, + 0.9194392678676215, + 0.0010418743077507094, + 0.9846845941815618, + 0.4676749226256669, + -0.09498538732487806, + -0.06433497626011314, + 0.5210171758894668, + 0.1233263125697411, + 0.04218989523322594, + 0.8478270781464957, + 0.1141285387574902, + -0.0016276506869059098, + 0.06115481757459563, + 0.037011794326818455, + 0.05135400424162743, + 0.7058727675076583, + 0.6758635721656261, + -0.08859865366144776, + -0.09396541865182305, + 0.05803868736120653, + -0.2026497285160211, + 0.8109291664615486, + 0.8391019011957971, + 0.12320818409762627, + 0.4956974092255456, + 0.8607686589242883, + 0.008188871170372081, + -0.05466583504301832, + 1.0014342196705877, + 0.9126090044280475, + 0.017369610378636987, + -0.0056752486508798205, + 0.061877728501143724, + 0.39924604742547465, + 0.7302757244627945, + 0.029459717880475095, + 0.7599631167721305, + -0.09967864580479358, + 0.6790951700541493, + -0.03028816071568166, + -0.05348005586427297, + -0.013475485095548235, + 0.10171746588471864, + 0.20357257967703316, + 0.046478823549425674, + 0.07388214741955598, + 0.1300193452636419, + 0.008387520405399963, + 0.1632553629688479, + -0.041869150045837016, + 0.9271898088539061, + 0.11576718062593852, + 0.16347602298536704, + -0.05678914895897007, + 0.03509777298422876, + -0.10625778334366183, + 0.3158049183081465, + 0.11840970792644381, + 0.2913490073957596, + 0.17415862868366588, + 0.018898263484816175, + 0.5600997841592171, + 0.042487309808150006, + -0.08420247482547381, + 0.04794764474256983, + 0.06333426972294257, + 1.0617798883742524, + 0.7305944222386439, + 0.08115169785532272, + -0.05202244285281062, + 0.019421377035061575, + 1.1013915222674373, + -0.058374629064855715, + 0.01570991388723443, + 0.04733385327802129, + 0.09741850711625377, + 0.11923206292998001, + 0.02929027144966445, + 0.08218553505495026, + -0.0945727588751644, + 0.08594861408932597, + -0.007966036040659126, + 0.87634302326581, + 0.49859014290831255, + 0.9853307846034474, + 0.08554865928995507, + 0.566069932745682, + 0.13402402416495204, + 0.042612294055791824, + 0.12371765664710778, + 0.9824122610581787, + 0.7079537608122817, + 0.366639292893604, + 0.08344001099486247, + 0.4421688022291556, + 0.40188485188719975, + -0.009671685300800443, + 0.2627108767115859, + 0.13455312945647774, + 0.9419545117681104, + -0.053225267894907696, + 0.24537745737852298, + -0.04880326885586056, + 1.0651599037254857, + -0.024078400951787354, + -0.0009361071154811478, + -0.023993870614579978, + 0.11838747694305105, + 0.6901610352286802, + 0.08607617750150313, + 0.6290998679623659, + 0.10525733073297525, + -0.007088552441251345, + -0.006542216874092195, + 0.07182308681643634, + 0.14639628835012708, + -0.02477975542073574, + 0.31419753637421793, + -0.043800022138058815, + 0.007117167911803095, + -0.10662608795295876, + 0.47636551191176113, + 0.07062226593406348, + 0.7930566088055091, + 0.021041626914945526, + 0.08967707683506897, + 0.20526889616666139, + 0.27435190645088176, + 0.11697247232641263, + 0.16608562358060733, + 0.5481233893848504, + 0.14516111631130865, + 0.04913543686312595, + 0.017684970914692524, + 0.0617420499089987, + 0.9586941029552081, + -0.12062884735043519, + 0.020789438717497624, + -0.04518694853244846, + 0.10704152114094942, + 0.5209838683027531, + 0.018659518791351144, + -0.06090206289189304, + 0.006547901827236369, + 0.12590785012461286, + 0.12481233804666834, + -0.0033981292249096627, + -0.03907767144381198, + 0.06571301533105836, + -0.09883067711230284, + -0.0026606707421603696, + 0.30820909881478337, + -0.09214912955942099, + 0.00480015805857953, + 0.4537978231599405, + 0.021704131880547425, + -0.05372508050397155, + 0.9606153645322232, + -0.0793024347745358, + 0.077318716463836, + 0.07217399525735178, + -0.07368334989973689, + 0.9364208592006076, + 0.06564577611520196, + 0.9085902396174208, + 0.2468559856493927, + 0.028522716684698555, + -0.09550211429746286, + 0.001615046130561255, + -0.09169136561181199, + -0.02156641350000915, + 0.04397210608713008, + 0.3580172154836789, + 0.0393972482052756, + 0.07436419913940474, + -0.1349000855407053, + 0.02175637662903164, + -0.020968325351329593, + 0.031050862300728878, + -0.01987857779944221, + 0.48334237163711596, + 0.005860873074486594, + -0.18490327256047726, + -0.09672835199079147, + -0.027186274452251254, + 0.48235120106570234, + 0.0637148472141747, + -0.044891290823061966, + -0.07857034012720608, + 0.22600893820955414, + 0.05534916969446401, + 0.03458840375951423, + 0.012911014889592079, + -0.10105381172384417, + -0.002193033978720822, + -0.013555139176201316, + -0.011206093056946226, + 0.04615256931756969, + -0.08684166672064714, + 0.038197920736938486, + 0.768683274105854, + 0.3429094969154392, + 0.080924988287945, + -0.019449408324288413, + -0.027806899719974774, + -0.07260074489667001, + 0.06183404115282954, + 0.2963663492465789, + -0.014855641803364216, + 0.06817990157040756, + 0.011759149051455, + 0.0025652045781186655, + 0.0005216368990061222, + 0.652976210837762, + 0.0028437416721632525, + 0.06030802415156621, + 1.070567673417809, + 0.1329359420176059, + -0.01677037707429754, + 0.024440229753982246, + 0.018714115468327876, + 0.6824289644884116, + 0.08664927658388737, + 0.12351736193403863, + 0.01996352108036603, + 0.14484035253295563, + 0.07064041787603247, + -0.04065686478543988, + -0.1367645617260056, + 0.13229810343556403, + 0.11437392043733369, + 0.016707279766272246, + 0.059081693382126994, + 0.7821473480913945, + 0.05275839916979817, + 0.1417102766491122, + 0.05975940913275134, + -0.03182533861303414, + 0.04335109797893814, + -0.10844574610838313, + 0.0718454827707516, + -0.1215984858052511, + 0.8849400541217355, + 0.02668174117422043, + 0.50535334292282, + 0.11766199879676004, + 0.013666684391622353, + -0.0298797390944656, + 0.026578808099985647, + 0.04487258649528529, + -0.012748574552842621, + -0.009040875757105295, + 0.20574622075569596, + 0.03899331279609196, + 0.04193811411178268, + 0.06652856558308781, + 0.12353596156977324, + 0.26125208672721884, + 0.3058768743204443, + 0.16459571647013663, + 0.010175823234454954, + -0.028035839235071115, + 0.15183348629888313, + 0.905360019225279, + 0.031153771115187114, + 0.35453988161729566, + 0.1601593089061494, + -0.0076756486687043135, + 0.6192242886994548, + 0.025537183996454667, + 0.3864271831559048, + 0.22682198604169387, + 0.3731243816724364, + 0.3107162079253317, + 0.7768408528455967, + -0.01398862736933403, + 0.21257591763031009, + 0.5817848339005718, + 0.42315155744815036, + 0.48875125424506305, + -0.05990121372063922, + 0.47766510251680705, + -0.03213391017026935, + 0.017577822820512748, + 0.8127354628265072, + 0.03393423264414796, + 0.6279385129507198, + 0.13079775291431522, + -0.07449923271587319, + 1.0966400235159084, + 0.08912194778122356, + 0.10601257876548689, + 0.011326366616517713, + -0.08822342601645171, + 0.06363129958075618, + 0.021421677250024567, + 0.0024419418034071776, + 0.013855942118882065, + -0.018050191052408217, + 0.09318967731322611, + 0.7666791839301117, + 0.07372734877327917, + 0.05284990995925353, + -0.06980703945148166, + 0.05448758666624846, + 0.021894547922102842, + 0.17236507795142134, + 0.056708404968521225, + 0.0866309901919716, + 0.03371408804704326, + -0.015925022006042535, + 0.09388051884587538, + -0.05307745719499357, + 0.01262910732563368, + 0.04948721876280659, + 0.7819538081770108, + 0.14884035033573761, + 0.028602093280470777, + -0.06751137826470714, + 0.05269715849260933, + 0.4814019447196885, + -0.05540160279501082, + 0.4943680564241199, + 0.13156822288631803, + 0.04777052462876212, + 1.0639992948953543, + 0.09873500644916666, + 0.6175233927827348, + -0.05801247417578801, + 0.3287520939811174, + 0.3264685770608311, + 0.14475908329588882, + 0.14862672299649632, + 0.07804078369993496, + 0.15970204722837494, + 0.056618286162303, + 0.05696384224261276, + 0.19059571167590672, + 0.009743434502727199, + 0.009822142077261451, + -0.012103412254810483, + -0.04038446447583205, + 0.05517551912913231, + 0.03184315277151735, + 0.8361496377202463, + 0.05545327047288603, + 0.07045100726626893, + -0.024892016196227475, + 0.7669095742518728, + 0.5714987564850198, + 0.19315359329854198, + 0.01133821824311109, + -0.013425372502003048, + 0.05917828480433697, + 0.24862244737241643, + -0.021770226775748698, + -0.060068549635998336, + 0.08017243649250715, + 0.8858910256344066, + 0.08270637598352583, + 0.012984056656085092, + 0.006325259882931949, + -0.04433207267874617, + 0.12059599289777316, + 0.04596946276675943, + 0.04704894864116657, + -0.09387978557430868, + 0.05314590069385124, + 0.2262393734442407, + -0.08918234106582047, + -0.0853619584230918, + 0.10336487692009375, + 0.961029520667563, + -0.10727766619794023, + 0.48307394042598395, + -0.01514880364291146, + 0.6573747756624587, + -0.009467802442575892, + 0.0441415496828543, + -0.0331100807913047, + 0.3059713056989838, + 0.8109544624901642, + 0.13280783409470362, + 0.1677040862165249, + 0.16030666115346995, + 0.0676086439712911, + -0.054979207140292016, + 0.1479856628356378, + -0.08721077260020461, + 0.15294966524757506, + 0.15481850682065773, + 0.5033330455958176, + -0.04433058442539735, + -0.11878749347465199, + -0.043255158381115905, + 0.11358422764657629, + 0.06484225161448139, + -0.16559105498247617, + -0.07076891497195763, + 0.02331821491913973, + -0.024066297139244533, + 0.16274268649205784, + 0.14816912188984543, + 0.008707856906108005, + 0.18304317175474794, + 0.044679574768765565, + -0.03706684177655, + 0.26582118102497404, + 0.822782150857089, + 0.03164054834533138, + 0.14253997146341685, + 0.39127530821346573, + -0.037313198456460826, + -0.039016518741696773, + 0.12771002638915827, + -0.09457887626576995, + -0.035426404679917166, + -0.08992454378653642, + -0.004999195167260604, + 1.0535499075692567, + -0.01272212212385262, + -0.05835994230271233, + -0.03831624110436886, + 0.14576204938281417, + -0.053018598962621025, + 0.02946912781593544, + 0.11945566956663133, + 0.0928409366312325, + 0.07696107787013359, + 0.21510947118261087, + 0.6301624011202495, + 0.031909220862237526, + 0.11467088996410468, + 0.9623498858867032, + 0.21892182932609164, + 0.0679190633583981, + 0.01041545568803235, + 1.0045215883434735, + 0.3378786868147822, + -0.09330643868088569, + 0.31453725912489394, + 0.25105619084810127, + 0.004702281508187698, + -0.06452005953641388, + 0.11537068454466236, + -0.10209626920194109, + -0.12509559720651145, + 0.47543598803742215, + 0.691428407487642, + 0.10675835993327024, + -0.20501684619728452, + 0.3438803790521833, + 0.03703659550099595, + 0.031588948543282785, + 0.026495518975424733, + -0.06764817821558325, + 0.012546990590621174, + 0.25503067171180405, + 0.6717516337328031, + -0.08348747375672459, + 0.01884741932355525, + -0.026219962425184203, + -0.014767669415215316, + 0.33854890288869705, + 0.1533225125119078, + 1.0039636261065659, + -0.0439796133847398, + 0.5523465677159844, + 0.03429661744439053, + 0.01984665963847559, + -0.1396699415569232, + 0.2291212733237126, + 0.0975079513892576, + 0.03473958583666728, + -0.04344457930572645, + 0.597858333055748, + -0.010814645342183482, + 0.026157739274140272, + -0.07070618140975002, + 0.06003487107549899, + 0.15244651770283657, + 0.5646595996517523, + 0.8158061176241783, + -0.02786333082322511, + 0.980400130225852, + -0.0937296925375205, + -0.0760533563472032, + -0.08816353317278189, + -0.04745797401562946, + 0.0718336204989426, + -0.009919360142463975, + 0.27396794455552403, + 0.13572050867082172, + -0.1313707337059972, + 0.0672050231660238, + 0.1100503704796681, + 0.6532757795315854, + 1.046197940493833, + -0.04774457291802258, + 0.8765298523893817, + 0.021723570786812408, + -0.09531132323340982, + 0.11675240720865808, + 0.0008811572604878136, + 0.14535187245190487, + -0.05756993565367998, + -0.13192039886290516, + -0.03648566213858176, + 0.059555609301233936, + 0.0755569798451205, + 0.051375506570128175, + 0.0270043997324855, + -0.06241016178645998, + 0.8168106773323586, + 0.017730406567283793, + 0.3429322653473637, + 0.5323526723736055, + 0.015008478337679623, + -0.010093953846468181, + 0.3699077743476596, + 0.08249559937027166, + 0.22422674743614246, + 0.15210947164830524, + 0.0873647016036887, + -0.11932045018199183, + 0.042261489248737745, + 0.8404906600501826, + 0.11228888692457027, + 0.020108856712620256, + 0.10844571758707659, + 0.041317368784530385, + 0.917411176917478, + 0.12617294073272, + 0.8237534069888313, + 0.0356305811492424, + 0.7919457831587525, + 0.03202514034201399, + 0.026271101172580292, + -0.10959840861067074, + -0.03012239535070976, + -0.11645777994071105, + -0.06358974609488607, + -0.0753146088722201, + 0.8258415772326327, + -0.08440043855507796, + -0.12273044978030753, + 0.42819241235056604, + -0.024106212364395647, + 0.5454954810974877, + -0.09111922655126023, + 0.0021769330798074556, + 0.023219696514575155, + 0.06240969125187031, + -0.029640997818830936, + -0.05576927687416018, + -0.058105147975017535, + 0.38290696835022, + -0.13891202383597004, + -0.03394070215614558, + 0.8570333173866692, + -0.11966729828139169, + 0.12803491397413905, + -0.05848412447968854, + -0.06578803733314326, + 0.9354437855734478, + 0.2783229924606519, + 0.18090039223345833, + 0.41671498707993676, + 0.003610556742329955, + -0.03741869123910539, + 0.0015356609428168108, + 0.15182847683884299, + 0.27524625979396095, + 0.019950235135794758, + -0.026020588005407023, + 1.011924305042371, + -0.06201146649049148, + 0.8611977303287023, + 0.10681598607541506, + 0.8578852401782746, + 0.08945226749052297, + 0.13036809612366332, + 0.5523007408323144, + 0.11829036912483606, + 0.1917914861786202, + 0.9270823986913013, + 0.7569558954878147, + 0.24576529341330458, + 0.08976828896984566, + 0.020968718210705853, + -0.13276594628182647, + 0.1570024942218845, + -0.07166012018111821, + 0.5221068283333523, + -0.1443471150186995, + -0.10916851199208513, + 1.024973880548087, + 0.2734960938964512, + 0.15875803009654166, + 0.9212310216191577, + 0.15813678597153152, + 0.0010823221533709318, + -0.11355265063295827, + 0.5700218289094159, + -0.05131843765354222, + -0.06979562481854013, + 0.013775273151786635, + 0.038833958328680696, + 0.08717828100611939, + 0.06805867192864938, + 0.0054006447998561895, + 0.010195608302368412, + -0.07987122497888412, + 0.1131637685344541, + 0.17226343007291806, + 0.1840351882615546, + -0.08408407590910036, + -0.0006527238748632989, + -0.0018077647476441214, + 0.17145055706747497, + 0.08125134286457752, + 0.03532478087159141, + 0.22161037640066567, + 0.9581107554440182, + 0.006690029590841549, + 0.060196703744411696, + -0.06923961581313019, + 0.4341223119334944, + 0.51794516142092, + -0.002090139026357414, + 0.16226084013656217, + 0.938880177886589, + 0.0028846731204358583, + 0.9144497159644459, + 0.07266780861784218, + 0.29224776858182416, + -0.08292975476943105, + -0.014974463592837287, + 0.05801135122937393, + 0.10070460221671236, + 0.012355262786813603, + 0.04747652759854346, + 0.7516623547489926, + 0.10453952233821208, + -0.17559411067027256, + 0.038494633166461414, + 0.21390333382618965, + 0.924874127555062, + -0.015915592779939085, + -0.0709549407060725, + 0.03894891158806078, + 0.0059238186420507944, + 0.1570397313221383, + -0.057271324975869384, + 0.07524561983625583, + 0.1129821743851038, + 0.5624966914519605, + 0.039506065018312546, + 0.891194577192759, + 0.5765034666755074, + 0.007479664526722125, + -0.0629210627224507, + -0.03565654732375887, + 0.6186203354488912, + 0.23141958617179126, + 0.1467366251812191, + -0.00012972331797648484, + 0.07379875973612478, + -0.0691389151591147, + 0.1200619586168832, + -0.000662267817547228, + 1.010729301447603, + 0.010234100425113348, + 0.2643349831500163, + 0.1267430258254821, + -0.2544348679420546, + 0.1404047999461643, + -0.01735652014686721, + 1.0176848032394623, + 0.11743327340603764, + 0.1473349066292476, + 0.11257696227963075, + 0.004509341325135024, + 0.08368068211613074, + -0.008741933792288676, + 0.2052446652120875, + 0.05948954470742664, + 0.30006524617700464, + -0.07805912375964942, + 0.028846340596151, + 0.2677105131317067, + 0.1935987645432396, + 0.06542507803972607, + 0.3132014056832525, + -0.056836427330698804, + 0.11849143794328768, + -0.015481809998242774, + 0.7333986493435257, + 0.0880024054798294, + -0.07931733938477449, + 0.19533628977007403, + 0.20137003000878204, + 0.1699260336201667, + 0.48860899820745846, + 0.13302071115191919, + -0.11675523138264234, + 0.20596034066426505, + 0.15443823810003451, + 1.0727603445267664, + 0.8800732702953639, + 0.02109762734218031, + 0.42383223406924275, + 0.49721949548143, + 1.0483566432040279, + -0.09088455258034962, + 0.40187860226929195, + -0.018175433423553693, + 0.8726738263294888, + -0.020419583934227853, + 0.012751721112260677, + -0.05143183178653462, + -0.031054722410304433, + -0.012247617711948926, + -0.07463525886935757, + -0.03399183252793218, + 0.04368289868761617, + -0.08026370749552023, + -0.09598882779072171, + -0.02025155517277279, + -0.10870446916553765, + -0.0020995483741588997, + -0.09839757256758606, + 0.189003474052319, + 0.4990674626184453, + 0.030908460897634493, + 0.17406320412711698, + -0.02201238681518437, + 0.0400464233028084, + 0.9524112111757713, + 0.03342436156930849, + -0.011781112842381914, + 0.21072293399915842, + 0.07657808000368897, + 0.056479431809266865, + 0.002141612289441614, + 0.025738212927188895, + -0.01266692409464005, + -0.003809304995024393, + 0.999119133059291, + 0.09941298095719314, + -0.01772113859240304, + 0.08532147570371774, + -0.018181676753472865, + -0.022403084655860453, + -0.03668965211347995, + 0.190548330766323, + 0.059225113402500654, + 1.0315633089157465, + 0.816858443834119, + 0.0754267370371744, + -0.08574907875305068, + 0.11122923809429416, + 0.3763117996697064, + 1.0011393510826956, + 0.043053760645785144, + -0.021362430659841586, + 0.034097035426542764, + -0.04125756717699024, + -0.04044593377000012, + 0.056000669064094455, + 0.7992199291299635, + -0.1528057619808904, + 0.1579253242037895, + 0.05861670526303913, + 0.6622319664921333, + -0.06220924093987288, + 0.38544731554575423, + 0.9124903240556708, + 0.7995597944537729, + -0.03662352427560528, + -0.025547150128738143, + 0.9791798528443332, + -0.07562676276959458, + -0.009563576309378862, + 0.14699356031666158, + -0.0027458269558752494, + 0.03158577806637164, + 0.008394297764953665, + -0.05903199655441605, + 0.06329482076273117, + 0.6015722183247307, + -0.0325491291419829, + 0.2979922535773916, + 0.6769130422597186, + -0.010705222810359452, + 0.16550241934107549, + -0.06545633500441654, + 0.26573977228130063, + 0.013860995394518351, + 0.15838470886856137, + 0.06671751245465998, + 0.0186652274127547, + 0.027678471517329224, + 0.022319745838194655, + -0.10263125553785735, + 0.17938357567939156, + 0.8913825866122043, + 0.057293769515247235, + 0.0761111696296083, + 0.05624272052485257, + 0.04028495988499868, + -0.09318758874064619, + 0.08727099475582716, + 0.05206557483204814, + 0.9021795655750142, + 0.06536236932684429, + -0.0392173748289534, + 0.15159816742365842, + 0.09964779718707109, + -0.037499913915563274, + 0.05724282991176305, + -0.05494996754241282, + 0.06134023573737939, + 0.01750672844524033, + 0.7653630662532653, + -0.00665479410455019, + 0.3416686200041898, + 0.08282831138971773, + -0.1231107227778674, + -0.18689709088489348, + 0.05045691156461857, + -0.13489577066233535, + -0.028925838924082965, + -0.10963649388531133, + 0.06420885135840362, + 0.9455739918028889, + -0.042155609562346555, + -0.08467063742790645, + 0.025307111034614905, + 1.066905713877599, + 0.03496806575393834, + -0.0927420455301001, + 0.2037499657238105, + 0.06147105136942931, + -0.11467989665877985, + 0.06916208436674413, + -0.043045661238444485, + 0.7532850514927683, + -0.06926135365902404, + -0.06018892557372231, + -0.0029278611135969707, + -0.02607995870953286, + 0.2554930128565916, + 0.018842589089978365, + -0.10337838735511011, + -0.061752183933603065, + 0.23917689752915974, + 0.9116509417259039, + -0.0878695231527105, + -0.11621925329979327, + 0.25803376757332824, + 0.6303789495064116, + 0.054543045150111005, + -0.01729274460442852, + -0.08733179356013668, + 0.09113187676986408, + -0.051576110101897416, + 0.2372557137407964, + 0.24909527847473556, + 0.28952755677765446, + -0.0047140625115648475, + -0.1108426441256111, + 0.013673224134442661 + ], + "z": [ + 4.044894997555872, + 0.24672266713672641, + 2.6441661376697883, + 0.2640786444434431, + 1.963509795616112, + 1.7916029763373535, + 1.522726394380163, + 0.0945818489005712, + 6.670420785460516, + 1.776078427142775, + 0.977124848072011, + 5.667411895490274, + -0.8741854974017667, + 1.6855047823672211, + -2.114672388627391, + -0.4285167530479943, + -0.4812237475278409, + 1.4950938868425236, + -1.3238155628717854, + -2.4619807416713333, + 1.2220248639398315, + 2.7672882113417474, + -2.7531279672178903, + -4.285990227679331, + 5.92516179833982, + 1.2179760261840038, + 3.6619235665900782, + 1.4562126573118277, + 3.8863979012440444, + 6.302127285963238, + -0.2530558105126792, + 9.233205359748158, + 1.6095421527637799, + 0.40348733889027155, + 1.4167670981987612, + 2.051424395004391, + 5.370312707885676, + 4.025113114470343, + -1.3096080533992462, + 0.6563531530284732, + -1.375926523228538, + 3.8713043806654075, + 0.5198646540085894, + 1.7256514211407465, + 5.689046502957533, + -1.1573308673584402, + 2.994409566069642, + -1.4329180556717835, + 3.3063466029635435, + 6.412423073954766, + 2.6535068831996416, + 2.1573444232609247, + 5.083149341207236, + -2.7129897329664003, + 2.672447475318094, + 0.7474575678268964, + 0.3521371728958891, + 2.3861411096688845, + 3.7691624122313137, + -0.2288630518515571, + 0.08587997664796854, + 3.3700296830438368, + 0.6911156348465652, + -1.6113177133547905, + 0.7403821412591786, + 4.327720832738803, + 0.03043501754523481, + 2.124417101892131, + 6.082518726572987, + 6.828207623258537, + 2.7904994765600515, + -1.6553032986888732, + 1.405193278132265, + -2.361849911624845, + 8.737778173521356, + 0.9474293147231212, + 3.4380849788370584, + -0.20045613868649648, + 1.4593488581841183, + 2.7179565918765247, + 0.3197259614628627, + -4.528713804749758, + 4.054541579438151, + -0.9398514225144328, + -3.3629473248314743, + 3.2718668844528636, + 4.758451393275285, + 5.505970415890969, + 3.8742093274584484, + -0.013981097042104595, + -2.1014255699592086, + 8.834839262983847, + -1.5549074960277776, + 4.290523334985645, + -2.00554873752673, + 2.7492879935081334, + -2.606772403271996, + -8.08572261381149, + 1.9014907049965937, + -0.47588268933313316, + 6.291152606216139, + 2.0513077495710537, + 1.8482716324093136, + 0.06322842905086334, + 1.434594014321348, + 2.2860656728996163, + 1.061400100493966, + -0.5710508952511777, + -2.3766098396082964, + 0.7094871005152497, + 1.0096753367648503, + 6.5937602575936705, + 3.5907368786620606, + -2.17755098517388, + 2.996009825535923, + 0.3758712411444711, + 3.105738769422863, + 5.63267167297716, + 1.6549601381190278, + 0.3676045959297849, + -2.9924905665657024, + 4.210959055503787, + 4.147095417496448, + 3.8413260073387154, + -1.1155795469044576, + 5.176630480691471, + 8.604273827023293, + 6.592063154916806, + 0.5057692698787772, + 7.72384733797684, + 3.907123718197181, + -3.177279153763449, + 0.1548609091527362, + 4.723598503301195, + 1.9361107869803975, + 0.29397232707470233, + 3.39637749812014, + 2.925690093248769, + -0.054194106174869416, + 0.6592275832311274, + 4.36050006982974, + 1.838387591655592, + 4.177251235217531, + 6.709048158169862, + 0.5373912629709661, + -3.3621328443389547, + 0.8351510646833394, + -3.621239207368466, + 6.609061254148216, + 6.597971899720157, + 3.590153875714054, + 5.5807669740031045, + 4.433790134115005, + 0.7448080353299659, + 1.3989460006178192, + 6.983141756437721, + 5.260281810724105, + -0.23775763934958882, + -0.3321068010684711, + -0.06584546876395558, + 5.076554321173277, + 3.3134802880471383, + 1.276657390796604, + 5.645320712523871, + -4.408328698945116, + 8.241008398547047, + 1.6541969538675831, + -0.9336491562383871, + 2.900537760897323, + 2.637364913257882, + 1.409249750825323, + 0.3511561880089591, + 0.8905907299165852, + 2.2913571070215824, + 0.9453161198274485, + 1.7854486853808287, + -0.6701801805694907, + 7.00812846389711, + 4.736060868702944, + 4.247217431702413, + -3.7914694155643214, + 1.3552624345961073, + -4.166785257637198, + 1.0749585336332754, + 3.6590118117121824, + 5.0963983723241135, + 5.280860534942351, + 3.7761648658795024, + 6.302866524154513, + 0.6992285755827987, + -0.34208008627194886, + 1.2841971456106278, + 2.8093524629396915, + 10.625302046207521, + 4.583807203523561, + 2.646987522181856, + 0.19750890618838746, + -0.08149764109924318, + 10.057277749003719, + -0.1562572535180664, + 0.21760802482925468, + 2.1425953374821445, + 2.260736693625354, + 1.7039263261876372, + 1.587311198461425, + 2.216935946327077, + -3.455450302920364, + 3.27466488568463, + 3.1676659160070626, + 5.309771397396307, + 4.988703836050325, + 5.859361831169625, + 2.967931626899371, + 4.0577244678114095, + 2.7919019276904455, + 2.9278365090614553, + 2.8851333438973805, + 7.107506051544892, + 7.146610161964299, + 1.6713247638038011, + 4.036211093559205, + 3.3387341497077854, + 3.390645680893366, + 2.512691897081699, + 5.068538777932584, + 1.1420415131659607, + 6.4294746689618965, + -0.6210757599302581, + 3.9371621669714543, + -2.5443105425439048, + 10.124394905606081, + -0.7312447842211074, + -2.0011497565817287, + -2.148022436997542, + 3.7538259964727985, + 3.6687917239210353, + 1.4807832042823597, + 2.8634678671571514, + 1.232355263526736, + 0.11517828537755603, + 0.46308307924529135, + 3.4161730699343025, + 4.617188410319217, + 0.13176811113857068, + 2.914415761243431, + -1.1212356936330905, + -1.165636352492502, + -1.362522529386342, + 6.356993190116059, + 2.076252654786785, + 5.502836105909335, + -0.21102046109959272, + 1.4629580110585119, + 1.4893199220852882, + 2.185323495237982, + 3.076971919815819, + 2.812119243930916, + 2.763411271163381, + 2.95205718570635, + 0.8807053533731259, + -1.795339278675029, + 1.2032709735889962, + 5.9869616614085555, + -3.5078891280176507, + -0.041119950214156376, + -0.17775545832478934, + 3.387706707157384, + 4.3148281561961905, + 0.5707734927343533, + -1.66664126799047, + 2.497347729016464, + 2.1155462095219186, + 3.9554490430197276, + 1.970299492721057, + -2.509959415353667, + 5.155744207128764, + -1.9507871543478221, + 0.5977120907294542, + 4.031591501887922, + -5.603104130837458, + 2.2285192475564415, + 2.9482122097312793, + -1.0754537432799194, + -1.5428180703773675, + 5.385745198111349, + -2.851633627920728, + 1.2570076839083648, + 3.859385573292444, + -2.6177914737818457, + 4.86915700690767, + 3.1033671250367654, + 4.407013195197605, + 5.238495518453023, + -0.43928376713750783, + -3.6198095280445703, + 1.6699364720515053, + -1.806015550240919, + 0.5625334996807037, + 3.317657874577191, + 4.386340982292047, + 1.8461056222385581, + 2.5286438696028, + -6.738815608562605, + 1.7999675911454132, + 1.608344977530085, + 3.1057236800621384, + 0.30813760046076344, + 3.4459738100468815, + -0.6768755537340083, + -7.926331093820869, + -3.3444058471808957, + 0.20321036086241806, + 3.8690013387950164, + 4.07829627587904, + 2.28471957956894, + -0.8399278549802394, + 4.008508119196812, + 2.4212393463896755, + 1.1108311765573595, + 1.1453698703672153, + 0.36668152065122617, + -0.8386565341992505, + 3.5353928460884267, + 1.0732203652966423, + 0.14162633559395288, + -2.823944361407744, + 3.2224068953127016, + 6.870082807586684, + 6.541513275195129, + 4.209854955848153, + 2.6859381153690873, + 0.007601611662183982, + -4.13503716464993, + 2.6692008465565458, + 5.230919617183623, + -2.0688694407986445, + 3.3710087467413143, + 0.9230906433266214, + 1.1163563604987412, + 0.11758450418613542, + 4.008292963341953, + -1.1452428300795119, + 0.8919130223597601, + 8.819728366692274, + 2.9920779871207763, + -0.7901661833064391, + 1.7082327004394477, + -0.06835948948724568, + 6.82842298750108, + 0.9106654965803818, + -0.22915606287002976, + 2.5283842223083273, + 1.1609052462710636, + 2.2046652043559916, + 0.9198637076035638, + -2.983637504967987, + 1.1352363431406038, + 2.0132961329534798, + 0.011845071522859518, + 1.4525312809197974, + 5.495593275996987, + 0.6881958790728835, + 2.0202242139499416, + 2.852239207221438, + -1.794846696685929, + 2.7449887434053117, + -2.7326277096036145, + 1.389326492852163, + -5.193875235369919, + 5.301875349474136, + -0.20793659144932164, + 2.347050644720497, + 3.937675713486143, + -0.06456334702768074, + -1.0264291830154297, + 1.7881309791182078, + -0.7058943252918892, + 0.23782136110213914, + -0.19347580947280418, + 1.867703902033949, + 1.725923243826337, + 1.5262624893135202, + 1.5694724971033902, + 4.072172715755243, + 5.412542880219993, + 6.42874424741154, + 3.7895975118064977, + -1.5655452755077084, + -2.019862298532058, + 4.609416681332386, + 9.524636889178492, + 1.9550012794870284, + 4.795856171684452, + 1.5796126687563914, + 0.6599744838937327, + 4.181023260589079, + 2.7306033486048022, + 5.411269185847233, + 3.1856141952689416, + 4.413500691674777, + 4.714520968878961, + 4.095847027164304, + -1.1613814207649114, + 3.8686467939669815, + 5.53557754864257, + 4.383937996270232, + 5.577606369716831, + -2.8989079616937663, + 3.4522814508407857, + -1.147321251549703, + 1.3043195165710475, + 6.944204294679576, + 0.009662415279136471, + 5.279241632108565, + 2.130478920961081, + -4.845350452269248, + 12.022349769472267, + 4.115342930645646, + 3.4145567803820533, + 0.9562105629001856, + -1.4916519479147703, + 2.8432132989215075, + -0.09702697107257352, + 2.0552962099386995, + 0.06001572715701586, + 1.6778971705608108, + 2.3365557620173467, + 7.713383879728571, + 0.9196502161041523, + 1.4818646862539895, + -1.5542350012764432, + 1.603418682685268, + 1.5136558708616135, + 4.856002590501141, + 1.1145461594003798, + 1.6171802182051958, + 1.8646377345765193, + -0.3236945217522882, + 0.9279103933211805, + 0.35064890913346125, + -1.6948822067545826, + 0.11348003318934397, + 6.057782350887694, + 3.501360293592406, + -1.4356306800893912, + -2.3867399249132, + -0.3453930163653305, + 3.426220043981756, + 0.03999471320999226, + 5.214353918640015, + 2.862711780244424, + 0.46564633952516976, + 10.315264891668042, + 3.1525556034540045, + 4.8114191041763466, + -1.9465549732865344, + 3.310938861597113, + 2.5943070480965176, + 4.524696079972123, + 3.166434025696705, + 0.8946847668016046, + 0.840644118084637, + 1.089792179996718, + 3.1474174191583404, + 2.58627778857266, + 0.2529999869208417, + 2.1093243743558037, + 1.651344789010277, + -1.8565905474608662, + 0.9258254861051048, + 0.03489788294786145, + 7.040029596967029, + 1.2450752257541404, + 1.9098002529188232, + 0.4600605798261612, + 6.3434283286441495, + 5.377412696028324, + 3.15246404422967, + 0.520289663863625, + 2.1061724797556063, + 2.1763667105043787, + 4.648754757670828, + 0.7024751321345246, + -3.645151938218343, + 1.3892234056277915, + 7.333699921122255, + 1.1682005231666177, + 1.5988912006128095, + 1.504456550391997, + -3.531712172401378, + 2.4796739665503944, + 1.4259358444862962, + 1.0683727380942207, + -2.278793650270187, + 1.641827456803875, + 3.255230575286453, + -3.093413478423169, + -3.204492062120234, + 2.5149854100467284, + 7.598646379239836, + -4.818367382982723, + 2.8869328232860383, + 2.067726272137415, + 7.210229745797548, + 0.3952347552628406, + 1.3518955758129836, + -0.35895966695959114, + 3.4642968912253007, + 7.212389127050555, + 3.1536832788726237, + 5.263608422812377, + 5.704559663450676, + 3.3879840181866747, + -1.6581368936721472, + 4.521556035518199, + -0.4242943923156819, + 0.3534720668057785, + 1.9195714649263567, + 3.1265642378899656, + 1.6309238070664365, + -5.84230273669057, + -1.7851354464996256, + 1.02634764109558, + 0.1915015450909736, + -7.2384973811051125, + -0.5917570088589761, + 2.276703688783987, + 1.9399697906824027, + 4.565316494760646, + 2.105386357447079, + 0.2579247138721499, + 2.0572383822864624, + 3.1403444892792214, + -0.4482917228065264, + 6.801544636903829, + 8.071329718146208, + 0.8770373044693861, + 1.6617304099289456, + 3.6279169378640272, + -2.480014619230768, + -0.858367781098202, + 6.351550498807645, + -3.6360070875163335, + 0.42091695886056946, + -1.790252185785869, + -0.8889273389837014, + 9.893954583067014, + 0.30098327705052874, + -2.283271765241073, + 0.8937388159854862, + 4.372032339049508, + -0.2622612531074626, + 1.8984651295096513, + 3.023666585650327, + 1.607794010165638, + 4.150795971919164, + 4.109448294808984, + 4.5379553041766165, + 0.14059724594516898, + 2.3932972077455, + 8.752782871383143, + 4.403061285072878, + 2.5149138578636228, + 1.3588090100234886, + 8.722235922855226, + 2.1331631653180536, + -3.6680651618831415, + 3.577372516265442, + 2.8968228667152807, + 1.1773641144702736, + 0.2018542362784259, + 1.9317970341558495, + -2.1493339599413193, + -4.2461066733454835, + 3.44606573054498, + 5.887722649909694, + 4.150875160464378, + -6.395606909930571, + 5.376350395720583, + 2.91271845901863, + 0.19199405153365445, + 0.7195733868161559, + -0.9286747830336188, + 0.4592678321786672, + 5.252775033283509, + 4.519495828764335, + -2.4268249817009173, + 1.3208044253379014, + -0.924247130906457, + 0.9401467147440086, + 5.60598468377982, + 3.381411384286535, + 9.243164801487193, + -1.1931016955144678, + 5.208048864716642, + -0.48330966505969997, + 2.116002571466815, + -4.280053997117319, + 1.759679666248644, + 2.074523678112138, + 0.40394343225679075, + -1.365485933757586, + 3.2564034453056276, + -0.4667205016334135, + 1.0253467491114343, + -0.8094391792010067, + 3.1591618554638283, + 5.204983649302049, + 5.650581128811906, + 7.734443658212047, + -0.9675142479068803, + 5.705679842874829, + -1.4016718141747178, + -1.010827153056744, + -1.0236029072285278, + -0.24642533673084865, + 1.221614281487583, + 1.1205926036094225, + 3.5360870699546547, + 4.817194837492373, + -5.110327995970586, + 3.8128965897294727, + 0.273735140431145, + 5.013972841864165, + 9.54026783284448, + -0.18435936379415807, + 6.666716826740981, + 1.0945361775908744, + -4.310488066281277, + 4.232673479827305, + 2.001486468800399, + 3.7982832125550567, + 3.015356986720765, + -4.357724396731992, + -1.2392932550413835, + 2.0511388995367343, + 1.5984931468636046, + 3.626128215271616, + 2.0518384715513602, + -2.9204475552593476, + 6.2262466334574516, + 2.397667071613782, + 2.278836559857773, + 5.285608822960869, + -0.4196427136778613, + 1.3144614817437237, + 3.2171684196174146, + 4.173854314529429, + 2.8994884882729197, + 0.830090982123477, + 0.7843642474652422, + -4.5405257456594885, + 0.7829221540444434, + 5.50774524691829, + 4.036680390121679, + 1.2773908422585882, + 2.079176361013732, + 1.7155830766507176, + 6.956919558874503, + 3.9077176183702864, + 4.536193999459551, + 0.17554473187653574, + 6.601642563535879, + 1.452166204421921, + 1.7765293683778525, + -5.965313841266317, + -0.18677088532735908, + -3.862020270987967, + -1.0613726281992637, + -2.564711491316093, + 5.197011667621162, + -1.4200406954553397, + -2.6052281772749626, + 5.288554561253813, + -1.6279838555315944, + 6.262986341312512, + -1.4054288009947369, + -1.7367573247510726, + 1.3353177075657792, + 1.659401848199966, + -0.34954027028829504, + 0.22786103325480012, + 0.5351843544305743, + 3.8750289148454047, + -3.870472028588565, + -1.1073987895977995, + 5.889587588959586, + -2.8314965311127183, + 2.2772424548821903, + 1.5393905251237476, + -2.6558739583367443, + 4.633232616336393, + 4.053285962102313, + 4.318738192325706, + 4.60943727992329, + -1.1766717879494903, + -2.281650871637271, + 1.5788201837903166, + 4.180781779289987, + 5.768330143339099, + 2.0580938892896343, + -1.6047344136166957, + 7.832782551069402, + -0.5282880252464319, + 7.380072040100085, + 2.949995127914544, + 6.553153594269521, + 3.469155322776293, + 3.026460671786288, + 6.302313574980966, + 3.1299336572609295, + 4.859395100128088, + 8.473940782382574, + 5.864396469482818, + 4.761827368312459, + 3.261839142259154, + 0.45124017346956546, + -5.469760292722199, + 5.33115330090997, + -3.1902287961669686, + 5.43161549202524, + -5.1443563774643355, + -3.7220271585749525, + 9.582740652189926, + 3.5204510101801425, + 3.8492452303524702, + 6.866923197348719, + 4.51440348906112, + -0.7940775013611563, + -3.157889464512039, + 4.777032715611142, + 1.052896977986848, + -1.0397304162886387, + -1.941375117037956, + -0.1411862113764386, + 1.989391175011297, + 0.9478148681681778, + -0.41741781218078744, + 0.1542879385921112, + -1.8786693858847623, + 2.5189841440414416, + 4.1419608848192695, + 3.4448759251459125, + -4.035981757088232, + 2.900387404316035, + -0.21791197770345194, + 3.629454267199417, + 1.757764106469918, + -0.2806146550269628, + 3.5172903697324944, + 5.243292932424974, + 1.9177712658657837, + 1.320026924605922, + -1.9760194378659368, + 4.429574168734741, + 5.839125496260776, + 0.40108614751512883, + 3.6160755401029916, + 7.170366855559951, + 0.8512423191254255, + 5.8831475409609695, + 1.4701009268588874, + 3.164431294945293, + -3.463906085110788, + -2.2066204447136752, + 1.5069965259314484, + 2.151982437100182, + -0.011740460688031806, + 3.733450608234118, + 6.472751197621681, + 3.495987581298436, + -7.461565312787849, + 2.588384878063268, + 1.7698408241341026, + 6.9570997016703515, + 1.3760099817558462, + -1.0904180616889065, + -0.14017527262522922, + 0.96008292148356, + 2.497773304910121, + -3.8075019148923555, + 2.1150812523052633, + 1.760856051562594, + 4.65857299020539, + 1.6770483395564575, + 7.069885634721267, + 5.4688010810470065, + 2.99702747549511, + -1.3427749642584321, + -1.6314058397581443, + 3.14882201955004, + 2.7283589259576972, + 4.141285467423057, + -0.40324071525188776, + 1.9469523168452372, + 1.3512829795313124, + 3.1661552155117025, + -1.5568237642352982, + 8.650185036883363, + 2.0487529938425735, + 4.064993386731047, + 4.591320994062373, + -6.586029953367621, + 1.9499484358729144, + -0.45527556752724907, + 9.217569270085082, + 3.879999317669935, + 2.50269472100974, + 2.7693886071423086, + 0.15640665079524196, + 2.046534904861252, + -1.739606069307925, + 2.923983860455415, + 2.777747882588803, + 2.600380671218651, + -4.458344264127751, + 2.9312990862247474, + 5.117352190495, + 1.357212103336027, + 3.325824189253577, + 2.659697198320308, + 2.0974250790612485, + 1.569310174036566, + -1.768285183982262, + 5.62529301023967, + 0.845074092573902, + -1.7398918918226092, + 1.5794022107836858, + 4.414619028798525, + 2.261428347052158, + 3.4907533519044023, + 4.102393727439231, + -1.9827602595175393, + 2.4342939419222374, + 5.024983405551925, + 7.991224628818829, + 7.239718884866177, + 1.2283882508746546, + 4.608364402316504, + 4.257910403255453, + 7.31734097757656, + -5.171172882849955, + 5.661770417407509, + -0.8075265430292871, + 5.814666164683201, + 2.0703910936413297, + -0.4553522579012115, + -1.757429893126532, + 2.523810450047389, + 0.032782945867289914, + -2.071318210583262, + 2.3595460637866945, + 2.734935468512435, + -2.053325785335738, + -2.9975369418765117, + -0.7226377525582977, + -4.621623333718146, + 1.3373035148548227, + -4.2041079743214365, + 4.628050308200427, + 4.070160136102132, + 2.123922767959233, + 2.336953398136085, + 1.8816668122947817, + 0.8453505842921345, + 4.643895258944049, + 0.36939349412770084, + -1.888436848419183, + 4.769497139198206, + 1.7496560476314968, + 2.1383358734560383, + 0.3912231341040373, + -0.23448568357003996, + -3.4510885331798042, + -1.6349159338211403, + 8.063081269554202, + -0.3796076477017829, + -1.618612150834449, + 1.6622939305357292, + -1.3262714390473835, + 1.872466310676891, + -1.219205102280224, + 1.7195451935610602, + 3.3849991567661064, + 5.267944126306672, + 5.407958624073549, + -0.029765100701662828, + -1.6450248172998987, + 3.584251352311493, + 5.552961329260934, + 8.554713999420544, + 0.6331631342896329, + -1.580895575437201, + 1.5076390186407669, + -2.6689483217569356, + -1.3257660438607495, + 3.6907757126339864, + 5.611544847703653, + -3.9008375082708153, + 3.737544942258859, + 4.488836132998239, + 8.966131735997443, + -2.303808491670891, + 1.0281641636823706, + 7.076551379182691, + 6.915097829897848, + -1.3325937850375835, + -3.0896370453344635, + 9.664892598366098, + -2.671597730350815, + 0.5812738854948711, + 2.1930084765708506, + 0.13530147548007987, + 2.618997444167009, + -0.16176247986578107, + -2.0256497867864636, + 0.7547196386173313, + 6.737667916560703, + -0.887070750065456, + 3.811278174503659, + 5.13910684463774, + 0.7154866929266628, + 3.695143044898747, + -3.3879306612434648, + 2.365802301059032, + 5.458310984524507, + -0.04374654886311369, + 0.7275373706352588, + 0.37466845961068684, + 1.240236809349187, + 0.9878011814328339, + -4.7485246765214235, + 1.4259938308151092, + 6.334394947033028, + -0.16914872143274962, + 0.9847077480714621, + 0.13422499467091376, + 1.6207056564635145, + -1.2743487711574044, + -2.0446832985139065, + 2.4665347320965187, + 6.0922130427204575, + 3.090997841807523, + -0.0880780423455918, + 2.1762084706437883, + 1.4969639508934656, + -1.144413035669488, + 1.403641149044026, + -1.4936207122179463, + 2.9153545072119265, + 2.1144262789116803, + 7.006270280354718, + -2.2171090627198615, + 3.0017926424129593, + 2.621748266069563, + -1.652723800540579, + -6.4898990894024635, + 1.3352500033954575, + -5.66685197640809, + -3.407360308409421, + -5.656990216052023, + 3.096109559417264, + 7.080952808833709, + -0.609041212321694, + -1.634664621582636, + 0.20445271561593859, + 9.247081594413459, + 0.9727749740438687, + -5.066095969838406, + 3.822947472201536, + 4.770309102272547, + -4.853674944518307, + 2.9632484913225596, + 0.48026294965778127, + 5.909331980513555, + -0.01975567052475391, + -2.7930626580563005, + 0.7669933630521619, + -1.5606577860363933, + 4.31353071506638, + 2.567171608199109, + -2.692872622590833, + -1.7211760590397254, + 5.811784262580215, + 5.950694689980942, + -4.283468571282681, + -3.938479679193804, + 2.788314019928472, + 3.857674990636921, + 0.9739463332355035, + -1.0796903374672837, + -3.6581872632728465, + 0.5664652030235855, + -0.7567965815872371, + 5.884875946903479, + 5.052825830154058, + 3.4152489600896794, + 1.425366789078194, + -5.257848634632683, + 0.46662305588856867 + ] + } + ], + "layout": { + "font": { + "size": 18 + }, + "legend": { + "title": { + "text": "Data" + }, + "tracegroupgap": 0 + }, + "margin": { + "t": 60 + }, + "plot_bgcolor": "#F5F5F8", + "scene": { + "domain": { + "x": [ + 0, + 1 + ], + "y": [ + 0, + 1 + ] + }, + "xaxis": { + "title": { + "text": "x" + } + }, + "yaxis": { + "title": { + "text": "y" + } + }, + "zaxis": { + "title": { + "text": "z" + } + } + }, + "showlegend": true, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "heatmapgl": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmapgl" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "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, + "#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, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 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, + "#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 + } + } + }, + "title": {} + } + }, + "text/html": [ + "
" ] }, "metadata": {}, @@ -423,9 +25142,6939 @@ "outputs": [ { "data": { - "image/png": "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", - "text/plain": [ - "
" + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "hovertemplate": "Data=Real
x=%{x}
y=%{y}
z=%{z}", + "legendgroup": "Real", + "marker": { + "color": "#000036", + "size": 5, + "symbol": "circle" + }, + "mode": "markers", + "name": "Real", + "scene": "scene", + "showlegend": true, + "type": "scatter3d", + "x": [ + 9.004177354909239e-05, + 0.8819273379549436, + 0.5003865237834356, + 1.8385437846049354e-12, + 0.16279146500007452, + 1.8539085703290248e-17, + 0.9999988338450724, + 0.4783893616639808, + 0.0042732432689883675, + 0.9809579383340237, + 0.9999996206146252, + 0.09417218589354895, + 0.004352617582050614, + 7.79049452822851e-05, + 0.9999999999912171, + 0.9999969655953557, + 2.2931955375055183e-12, + 0.8553620843576518, + 0.999988513027451, + 0.9880118138884082, + 8.267133671466523e-07, + 5.98364252648376e-15, + 8.26543990127396e-05, + 0.005947441678046152, + 0.9999804692757127, + 0.9036394549204502, + 0.619436930611018, + 0.012998298581060717, + 0.00035215253301984294, + 2.6962490477637393e-09, + 0.9732325061171405, + 0.999781518100652, + 0.0013800165305519606, + 2.7992797828587494e-08, + 6.05117862301852e-12, + 0.9999987271679586, + 2.0277849774014267e-22, + 0.4234694493485783, + 0.9999999999334924, + 0.9999875493219413, + 0.9628557955016216, + 0.9999999316427814, + 0.39018604887434694, + 0.7939014409289543, + 0.9981789251996047, + 1.7567775710557966e-08, + 0.9544080274151585, + 0.9885159022408369, + 0.8818641284687807, + 5.269102720219746e-07, + 8.628961477697677e-14, + 0.008075743316326928, + 0.9999975548702797, + 0.0022298962054448416, + 0.999981411663405, + 0.9971638177655094, + 0.8024192653991781, + 0.03952001905039348, + 0.9999995453988859, + 0.9935514009766384, + 0.2608156255989924, + 0.9999753596394808, + 0.0018703604506614575, + 0.37542526671855203, + 2.1833248631934047e-19, + 0.998183607034937, + 3.182026880872669e-05, + 0.9999776106161096, + 0.04570196011707222, + 5.381211540431579e-05, + 0.9999984986509332, + 0.9934637902301507, + 0.9999999986734921, + 0.8730197413257846, + 4.631745068541153e-08, + 0.9999983705291866, + 5.169161400528226e-06, + 0.9999992021599335, + 0.222722278095124, + 1.369431640643768e-05, + 0.004412914027971684, + 0.8423650970476863, + 2.177447439170568e-10, + 0.9956022398607249, + 2.448311881249179e-12, + 1, + 0.9997135902725476, + 0.9999979209381971, + 0.9969908716517182, + 0.9999999953490228, + 0.9999833831249964, + 0.628476364348566, + 8.314648145184407e-05, + 0.9794838140112626, + 0.9996060542455149, + 1.4476280687414382e-10, + 0.9713152300108876, + 0.4265741083734746, + 0.1074652309812848, + 0.7838221362558108, + 0.9999999985056274, + 3.5460302198319985e-08, + 1, + 6.9987709998446225e-09, + 9.545231372143549e-16, + 0.08962594449317701, + 0.9999768009349748, + 0.9999831676322013, + 0.00024763713976402684, + 0.06421501658178642, + 0.811459037499377, + 1.1510728420984625e-06, + 0.6971312316005474, + 0.9998841810869418, + 0.9695258372162481, + 0.98987291527803, + 0.8294101833184158, + 2.0780829448812154e-06, + 0.999999999976266, + 0.9999975808078102, + 0.9998824395282206, + 1.6374723587601648e-18, + 0.00029071361818744124, + 0.7719339481076752, + 0.06392907638674636, + 0.9999487718496837, + 6.831343076015754e-06, + 0.9509155741558997, + 0.9999999792796235, + 0.008482316718401809, + 2.078855807648214e-06, + 0.8445447449027021, + 0.4804730609375661, + 0.8833960468768901, + 0.49767753730762326, + 0.3731400457545788, + 0.5483566892541328, + 0.8865138124850431, + 0.22191787984821715, + 0.999937604748255, + 0.999999037535073, + 0.9999999999991397, + 0.17780061007086484, + 0.0007192993812736357, + 0.11655195127814487, + 0.9997409868985323, + 7.267370121362635e-07, + 0.9999970072849427, + 0.9999999976676734, + 7.577483190919813e-11, + 0.1615152091720753, + 0.049437152648727674, + 0.990912362381984, + 0.999978995789649, + 0.9999999667401525, + 1.6040946735046809e-16, + 0.862109492855056, + 0.9998133496445247, + 0.00903311427003842, + 0.06710336892761405, + 0.9998121827917541, + 0.9294099862943406, + 0.2719556137968477, + 0.9948806019912709, + 0.0005225518689434695, + 8.59729933845222e-10, + 0.7716467582698575, + 0.8758253610545889, + 0.9999998601928543, + 0.592920969433479, + 0.0001028178649671519, + 0.01270664562945986, + 0.9999999999965882, + 0.005868088003321922, + 0.004869831005895121, + 0.9999991423826469, + 2.5582232187383917e-10, + 3.605780885260147e-14, + 0.9926764111148202, + 0.006359051692681257, + 0.14868441772086843, + 0.9998654361724252, + 0.9999688664573757, + 0.9999999626525081, + 2.5553231456445582e-09, + 3.0657186938980226e-07, + 0.9999999999999997, + 0.9999753679569354, + 1.9687586355734867e-08, + 0.0345546714869112, + 0.2911381024390707, + 0.9903776430408929, + 0.32689479775598945, + 0.9998426587435544, + 0.0006374349180953996, + 4.3316916331211054e-05, + 0.9990292016359745, + 0.4878070558672581, + 3.791973433318613e-10, + 0.00723973925726133, + 3.3993007149986994e-05, + 0.9999999999999997, + 0.9999999998914186, + 1.8392779197716796e-05, + 0.9936599762017101, + 0.9685818056700836, + 0.24205258034993668, + 0.24563180324098774, + 0.5062003696768249, + 4.5632682753193615e-08, + 1.5893116334527818e-10, + 0.0009258106695333814, + 0.9999829266555065, + 5.449391563251733e-08, + 0.9999999862890158, + 6.184754697259456e-10, + 2.9588816503109556e-11, + 0.9999999995888752, + 2.209552126726399e-11, + 0.5243371386115255, + 0.17788104819913597, + 0.9364875892293619, + 0.9999997102481766, + 0.9646157324359063, + 0.0005043505179454181, + 3.433871149071364e-07, + 6.962547771639538e-17, + 0.0005705181476345269, + 3.7800245951396733e-08, + 0.9212651795068142, + 0.9999194159746669, + 1.4828109799561261e-05, + 4.543291486302758e-07, + 9.554042126569798e-20, + 7.101186942141236e-14, + 0.0017937496875545702, + 1.7636250554032928e-09, + 0.9979091310648852, + 0.26850183728794685, + 0.03821805768292544, + 0.012965465417702186, + 1.2260233378371252e-08, + 0.6578600303227561, + 0.04385858619760754, + 0.9798276632016703, + 0.9380624432942081, + 0.9999999982437944, + 0.9334769800474823, + 6.336015582542333e-05, + 0.9999994292359857, + 0.7351073767867897, + 0.9364861991917587, + 0.9787473791087683, + 0.6773357166053052, + 0.9954766912544787, + 0.0004668834293854233, + 0.9999999932612442, + 0.9884089681088948, + 0.80421755384911, + 0.9970252604526022, + 0.9847651408421433, + 1.3871928328487631e-12, + 0.9971180668572894, + 0.11318388258177825, + 0.9999956278340403, + 0.9999962512570574, + 0.9893920860135357, + 2.088374712962488e-05, + 0.9957521500471241, + 1.9108570875295387e-08, + 0.01889531415020629, + 0.0071280538583332834, + 0.4595111749412914, + 0.9995736310751785, + 0.9999997911809402, + 0.8772679535418088, + 0.9999935902098118, + 0.9999999998095408, + 0.0054660104855033306, + 0.2513638243690073, + 0.9999281376212251, + 0.01451952234218004, + 0.010954875238739645, + 0.27631767267984947, + 1.015029704321471e-08, + 0.9984189547217048, + 0.0005090786652513512, + 0.9827800602120069, + 0.9999386331858429, + 0.0049694625058347855, + 0.15335600443816857, + 2.2751661375028332e-07, + 0.001623913440704038, + 0.9983025606920416, + 0.9999986863952941, + 0.999999811914888, + 0.0066777113860118096, + 0.9990024448768936, + 1.5130016298855355e-06, + 0.003388407091466977, + 0.04075990255560983, + 8.271207316823911e-14, + 0.999999998598962, + 0.371162369851305, + 2.7287649630666223e-07, + 0.6782701425284876, + 0.22055951423043635, + 0.06393205088108694, + 0.9943102358341701, + 0.008164691777154691, + 4.198975407835963e-09, + 0.09356763088871242, + 0.40332652738382196, + 6.219188238300987e-07, + 0.9996178175673537, + 0.03312327606076058, + 8.832966432406274e-13, + 0.012431548753754264, + 1.9351868139461005e-09, + 0.2065597888744507, + 0.9899983873644854, + 1.2319898940159352e-08, + 0.08376955514421551, + 0.9999949134820905, + 0.07838849690042869, + 0.7749899684412316, + 3.7551342761914466e-05, + 0.9999151819371316, + 0.016843735990217327, + 0.9860381067412862, + 0.014198412115083759, + 7.295263247164468e-08, + 7.014899276479278e-09, + 0.00016187531573628384, + 3.136406473775348e-06, + 0.7566396215061819, + 0.9999901835805616, + 1.188940759057053e-06, + 0.9940815177867737, + 0.9992058685492587, + 0.9999992799124434, + 0.061018113797804835, + 0.9993835075417001, + 5.5347904347575056e-08, + 0.0009109311927523739, + 1.1553232612676257e-05, + 0.999999999923907, + 0.9998969077932568, + 1.1561128027498858e-12, + 9.979487697873948e-05, + 5.3036937605565296e-05, + 0.919815185000319, + 0.7948538037059172, + 5.545752411433674e-05, + 0.1824489547764571, + 2.024081112384886e-08, + 0.999999927761298, + 3.381298710476814e-11, + 0.021431406459728495, + 2.812432881834595e-08, + 0.8895887536395746, + 1.1121468824222045e-07, + 0.9171143469631761, + 0.00013117390000264947, + 0.0006567696743542466, + 0.8215800010928129, + 0.9864363226648064, + 0.9814482454947655, + 1.3136730953135743e-06, + 0.029954097206729917, + 0.9765758675263303, + 8.862769799487334e-10, + 0.998134323799707, + 2.7561165358388316e-08, + 0.8182456892524852, + 0.7778704627089971, + 0.0007432556104945262, + 1.72842596672948e-05, + 4.974425348112529e-13, + 0.19830627069543974, + 0.0001571948479670658, + 1.454696714242072e-09, + 1.1578809136059537e-05, + 0.9999999447504446, + 1.0380646871196865e-05, + 0.7614094023536148, + 0.9211415686192138, + 0.04033813372269043, + 1.0188044160326237e-07, + 0.9770827548153014, + 0.0007609300334770208, + 1.5003678111575175e-06, + 0.13064876401904452, + 1.490893626431377e-17, + 0.9933335758373493, + 0.05689211650111981, + 0.9999997821536397, + 0.37413669884248874, + 0.003998142561917461, + 0.5236352550507434, + 0.9999990006793283, + 2.067825999508326e-09, + 0.9943353124441661, + 0.9807939611832684, + 1.3544407083470519e-08, + 1, + 0.1452498463229466, + 0.00461038874361224, + 0.4956209947765252, + 0.9925423954320433, + 0.0009082195995200403, + 0.09540551954081386, + 0.8502360013246144, + 0.9999048764613249, + 0.29887621287059646, + 8.958203376359473e-18, + 4.759110739946896e-08, + 3.5112362874744195e-05, + 2.1164819888508463e-11, + 0.15417844663735453, + 3.2758102815546435e-11, + 4.866469227729136e-07, + 0.6749233233038581, + 7.741024301553022e-12, + 0.9999999995460985, + 0.9953680778749883, + 0.850343095662872, + 0.03424930997387284, + 0.1698940536313147, + 0.2821988242087072, + 0.961294954088918, + 0.9895052527692524, + 1.2897676255465643e-08, + 0.6964252649463553, + 7.346246809190166e-10, + 2.314814708388187e-05, + 5.917242849970073e-08, + 0.9999996930806478, + 0.9999581550998783, + 0.00013076036157363537, + 0.1550919842743954, + 0.9993723631422684, + 0.9999926059124961, + 1.4000764887189829e-05, + 6.606654830836285e-09, + 0.9999999988532322, + 8.515737581712668e-06, + 0.0005495938333469163, + 0.9998365848570465, + 0.02168950324480917, + 0.9996271565299713, + 0.9854667806368738, + 0.913489895709267, + 8.321178881455449e-06, + 0.999999956738896, + 0.9969079237893775, + 0.7537892729855626, + 0.9999999999998302, + 0.0009012768392067193, + 0.9998749928442197, + 1.677865444627134e-08, + 0.9981174148660354, + 0.009824218587357443, + 1.0841653739972933e-17, + 1.263373646647363e-07, + 0.0008739935566923907, + 0.08169072166294866, + 0.999999999999816, + 6.623133982395088e-09, + 0.9781926082540281, + 0.26492715460287314, + 6.73233540140496e-08, + 0.7087384303396628, + 0.9999999999631152, + 3.3707501239300773e-07, + 2.37664867206506e-09, + 0.009789874364988458, + 0.11042121414173302, + 0.999854884187042, + 0.8504137687522072, + 0.030854036918770086, + 0.9999952720343486, + 5.646901556165159e-10, + 0.9999999999767687, + 0.13664992639337176, + 0.00023468408557738823, + 0.9706147294461149, + 0.9791657908282758, + 0.9899913368495895, + 6.068183267286558e-06, + 0.8028278212921585, + 0.00043410971796876345, + 0.9999988950407713, + 0.9999999945515347, + 0.9994813689442668, + 2.1658491706834654e-05, + 0.8529412139004278, + 0.8832784831051508, + 0.1147574670254104, + 0.0011919275236610476, + 3.176337159318079e-07, + 0.9999999999999838, + 0.062357291999296176, + 1.0556388943303624e-05, + 0.999999999999995, + 0.9998015582262617, + 0.9989805710435656, + 0.5510750286481884, + 7.147282866342474e-05, + 8.481732650481739e-13, + 0.9984362923314236, + 2.7187732525701724e-10, + 0.0005140267341122251, + 1.4647739407590333e-07, + 0.02138993438970968, + 0.0011722950683425958, + 0.9743360738921135, + 0.9999999998410598, + 0.9999999999999999, + 0.9935045258772933, + 0.8345163013001501, + 0.999971260922887, + 0.9984446846277987, + 0.06402864486034202, + 0.9977447201391139, + 0.0036880146599176503, + 0.9995507557527497, + 0.8916186847520483, + 0.9151003912343079, + 0.9998094536835963, + 0.9997678945950194, + 0.003332111985372262, + 4.097897664008801e-07, + 0.9999999996387746, + 0.0005843564848828945, + 0.9991221236780296, + 0.9999977585550033, + 0.9999995133080053, + 0.976420877771018, + 0.8456305952245305, + 0.9355398272371067, + 0.8425533069350906, + 0.9996662220515647, + 5.738337489049054e-13, + 0.38095436746682204, + 0.9999999733897652, + 0.0015166589007208574, + 0.9999997207137805, + 0.9999975168712485, + 0.00015824788034530924, + 0.5545726771194671, + 1.5181287331376482e-10, + 0.9992403970561226, + 0.3261181975129048, + 0.6524138995985679, + 0.8500874157565003, + 1.9191472331476264e-07, + 0.9736629368171182, + 0.9776133101189973, + 4.5652626088225774e-05, + 0.9999999997050454, + 0.9955836477938934, + 0.10988871790054534, + 0.9998219779806073, + 0.8594231474539289, + 6.7221669474261646e-06, + 0.8715772483136389, + 0.45150852380164114, + 0.1585797614962494, + 0.562574714665363, + 0.12323823593877627, + 3.5813739764248253e-08, + 0.9999999999999982, + 0.9999999914359944, + 0.0003459237748984672, + 8.598430251788028e-08, + 0.9929356559187261, + 2.970338408392549e-17, + 0.009564214531975337, + 0.9998618018884299, + 0.8327381714234398, + 0.9999999976397024, + 0.9679406262532354, + 0.9999682022188418, + 0.020334334992968307, + 2.4501687993262465e-10, + 0.9999999999130025, + 0.00019216209853126386, + 4.294505200210574e-10, + 0.002868930302715898, + 1.585978805465622e-13, + 0.9999999752418871, + 0.9999999999999987, + 2.2301094939606257e-12, + 0.010427057403110255, + 0.9861873913602878, + 2.4215267308068863e-06, + 0.36017545388791783, + 1.3672076752480345e-07, + 0.999989339375111, + 6.760769937357544e-10, + 0.9998391161964255, + 0.9999999897611276, + 0.0004074481724820145, + 0.014838644014503393, + 0.9762280933117807, + 0.9998448118601998, + 0.9999987336215939, + 0.9999999955697279, + 0.9966658982084521, + 0.9975870336721714, + 0.9999999332555525, + 0.7539665084953766, + 0.285991944402136, + 0.8754058794578662, + 0.9999991260098492, + 0.9821882925879755, + 0.993524371734504, + 0.34300214323634765, + 0.9905988157111139, + 0.00012751268284382433, + 2.6726270921808156e-10, + 1.9044926195053103e-05, + 0.02123960636888129, + 1.1273680543387881e-08, + 0.11801269300699378, + 0.9992640875359021, + 0.10603577756545397, + 0.9999999999998854, + 0.9999997533919243, + 7.893588185384794e-07, + 3.613926538011072e-06, + 0.2177969542661693, + 1, + 0.009843323595914518, + 9.767425364139406e-07, + 0.00018141429464746408, + 0.9999825356860147, + 0.12498671288367807, + 0.999999046156499, + 0.9910794145381032, + 0.26035193659771866, + 1.9108343797536947e-15, + 6.657076821977399e-11, + 0.11338150977096936, + 0.2390949308003101, + 0.0001574157431448895, + 3.3097062388904236e-11, + 0.017902974249033893, + 0.02856571034555138, + 0.03586285085544506, + 0.9534700324204667, + 0.9875661626096447, + 0.9999989893625295, + 0.9999759537776043, + 4.2551351383202923e-07, + 0.9422893114069707, + 0.0700976639340886, + 4.017468130050203e-07, + 0.9828341785997461, + 4.71850455415288e-06, + 0.9998097606192607, + 0.002866403664546953, + 0.8548881764843632, + 0.9962059385115271, + 0.33168882292963936, + 0.9999999999999878, + 0.9827634429364085, + 0.00650253153709362, + 0.0028763247190194603, + 0.9994939177982642, + 0.0004967008060169243, + 0.999999569287527, + 0.46580242880336914, + 0.9999999653436372, + 0.08398058220114914, + 0.057782382036330876, + 0.9999999496182054, + 0.9959837693653645, + 3.40482460230984e-06, + 0.1899212859420199, + 0.006617534847715938, + 0.00016333060348484868, + 0.9999982079239684, + 0.9991147306852394, + 0.9999999807659735, + 0.9994971825314564, + 0.9999914369416686, + 1.3808578995897124e-05, + 0.0001234104969281964, + 0.9959112690325391, + 0.20487240456335098, + 0.4913755787630018, + 9.378392623247589e-14, + 0.9662519903577456, + 0.614626100880619, + 0.019023604257288794, + 0.9977470091991208, + 0.9999998198007817, + 0.003429821227562999, + 1.205646308216036e-05, + 0.0007081105005617199, + 0.008772003443909658, + 2.9882791904456252e-06, + 1.4182145876906928e-23, + 0.04478537294922236, + 0.22166658732754246, + 0.04288595591133197, + 0.999999792537745, + 0.0002537960172334573, + 5.85354528365303e-06, + 0.9999999999276621, + 0.9846159610254275, + 0.9999998748308214, + 0.12935703756123804, + 0.9622826026686392, + 0.10220176559020315, + 0.9853026638448183, + 1.3728696788747674e-15, + 0.5474895702780056, + 1.4121983410079763e-05, + 0.006505325719899986, + 1.2475279674398261e-08, + 0.9999999999999317, + 0.9998432621303417, + 0.7446184166396264, + 0.06650593474712958, + 0.9995757293943728, + 0.0007951557592038008, + 0.6411840497409388, + 0.9976521147655929, + 0.9999999952932722, + 1, + 0.22909372018364513, + 0.003585245875930195, + 0.19170398884951573, + 0.010782410578482836, + 0.9999879925786654, + 0.2651329355867889, + 0.9478976179427984, + 0.0002713204111374654, + 0.6899343176870101, + 5.738932946611008e-12, + 0.3826506745485335, + 0.6977781370774526, + 0.0913680298118367, + 0.775690356530584, + 1, + 0.9999999999999927, + 0.03657099175524214, + 1.5621187211902248e-06, + 1.2454552230906968e-12, + 0.9999960143338358, + 0.9983033203874971, + 0.31919213547090286, + 0.9817240135286659, + 0.001190439173126735, + 0.9999360899643989, + 0.9999950538348923, + 1.770697505304689e-06, + 2.4229024060038312e-05, + 0.999999993945285, + 0.9996422663290083, + 0.9989814107125524, + 0.978488978840324, + 2.296548926901013e-12, + 0.9898818701777835, + 0.31783062479103036, + 0.6745807057506489, + 0.9813673899658376, + 0.3336245634816882, + 0.9820397758354039, + 0.999970732952553, + 0.9986864601897127, + 0.9999999963958571, + 0.9618586456101097, + 0.9999962848596352, + 0.17113145153581633, + 0.9997179859860331, + 4.582025157569003e-15, + 0.7403680260177943, + 0.005380505073753449, + 0.857612591296441, + 0.9999999974719674, + 0.9955886885628482, + 0.005690801055258219, + 0.026920757949026368, + 0.8905734963469041, + 0.9046645175209949, + 0.9999958388723273, + 6.507132039913459e-11, + 0.0053783598792529665, + 0.011132169741459034, + 1.8319457777058597e-09, + 1.8511398203563667e-11, + 0.0002305038072046052, + 0.9533320325845456, + 0.993082033023834, + 0.0009260697932297291, + 0.9831853625168423, + 0.06299430637502287, + 0.9999999986957706, + 0.004848300031668026, + 1.1203916876671252e-06, + 5.498600966318621e-05, + 2.0773193894228782e-07, + 0.9995791736117549, + 0.14276201499024926, + 0.9999989224728334, + 0.9999343686603954, + 0.0116204756413439, + 0.14207421253043798, + 5.235317119201155e-10, + 7.802099137144171e-09, + 0.727891841228837, + 5.835314655135723e-10, + 0.0415265427709691, + 5.128134229792649e-11, + 0.9973951788612364, + 0.2330410259042964, + 0.8211772842383422, + 0.9978752201575724, + 3.1891232818142706e-07, + 3.417161268702528e-09, + 0.00023444105342595317, + 0.677576903949498, + 0.9999272291642834, + 1.06581877006119e-07, + 9.420318475147555e-07, + 3.1567161042782934e-05, + 0.07632289725380145, + 7.376014788352597e-09, + 0.998324135337464, + 0.08921165166002343, + 2.596754549970385e-05, + 0.9999554794793597, + 0.9999999517941394, + 6.44936522561622e-08, + 0.9963562959542609, + 0.9996758639334217, + 0.007813694929928422, + 0.9999993549490458, + 0.9999810375895545, + 0.3817161946721565, + 0.9998854688541766, + 0.9950072989532452, + 4.665305789203886e-13, + 1.576701066645923e-11, + 0.9999992777018138, + 0.830073493574494, + 0.9999831419401621, + 0.9999999999651474, + 0.0012151199285085183, + 0.9426460024181748, + 0.0008115940104016688, + 0.8934467243856377, + 4.850681331240981e-09, + 0.9997699699719894, + 0.2337053715699486, + 0.7693622770822016, + 1, + 0.18919163852027857, + 4.837853641374803e-12, + 0.9999999636176959, + 0.999889755244916, + 1.0268440409254602e-13, + 0.8773982337377639, + 0.998847604280494, + 1.0375631867302682e-07, + 0.002032457650498313, + 1.0704715179094688e-07, + 0.0004442500451994027, + 0.9875826236977404, + 0.3816217882349049, + 0.004693757475577914, + 0.3351447870950324, + 0.9998929833825846, + 0.9892996648855104, + 6.493650799120211e-06, + 1.9741127746631274e-14, + 0.03817958754346676, + 0.04491844869061994, + 0.5899218080894619, + 1.234290442422399e-09, + 1.2262320058586027e-07, + 0.05537303229406013, + 0.0008215438514968462, + 0.9999999998935079, + 0.999999979925912, + 0.9308646866572811, + 0.85196893726004, + 0.0003513733004175492, + 0.9999970361537133, + 0.9966879444910436, + 0.1879218309336643, + 0.9999999999905033, + 1.9457875850651602e-11, + 6.985691253664087e-05, + 0.9927502080114134, + 0.9949019128407428, + 0.09050616683024447, + 0.8744654027737845, + 2.325414525127055e-14, + 0.9999561363761181, + 0.9924198678671735, + 0.07564505568854177, + 0.8931441065529326, + 6.0634239788680376e-05, + 0.9999993105100937, + 0.18353060373033817, + 0.03460802726308066, + 0.9999988273653834, + 0.007716594295085712, + 0.959787619258259, + 2.7900590283069373e-05, + 0.543383138580217, + 0.9999975714437355, + 0.9929226034690742, + 0.8096957840164892, + 0.8433297783171485, + 1.33676502428327e-05, + 1.5213640238410808e-06, + 3.8686588795648344e-08, + 0.999998528310462, + 0.006181892552652679, + 0.9531005148263202, + 0.8168585817080356, + 0.0016376143158393316, + 0.08530903262668695, + 0.14290546432949036, + 2.5169523517579143e-05, + 6.001377769897762e-15, + 0.04255555754672454, + 8.459865210695041e-07, + 0.9999988364779794, + 0.05834759910435703, + 0.9999929783002838, + 0.0003671293626233731, + 1, + 0.9999999999999538, + 0.9999978223192404, + 0.999930215268617, + 0.9996164141378218, + 2.650426404420997e-05, + 0.9999523505497541, + 0.008495552304780985, + 0.9823061758347261, + 0.3717296316276273, + 1, + 0.9961488048417078, + 0.9999999995157071, + 0.88211363527467, + 0.9999999998898996, + 0.580337312988325, + 0.32385585892918956, + 0.14938463682999445, + 1.39941753453627e-05, + 0.999999992171646, + 2.7212944007291123e-08, + 0.73799845849675, + 0.9854735390610309, + 0.999982216224411, + 0.057601448329614606, + 0.00010914918263680041, + 0.11224133545459491, + 0.985549413886058, + 0.10809389617026605, + 4.021083783339259e-06, + 0.9996023698431361, + 0.4318788372109719, + 0.0011721573922185014, + 0.9999999999913232, + 4.335346103848952e-16, + 0.0016522535692479136, + 1.0430470215830506e-05, + 0.006367655771863108, + 0.5888598482079408, + 4.490252081285367e-07, + 0.3712750912958312, + 0.9935955690687801, + 0.9786917910469106, + 0.005894688093365022, + 0.9999998514279881, + 0.9999997117213786, + 0.7929651521274476, + 0.9999999999962114, + 1.1416806687187885e-07, + 0.6408787683281977, + 0.9999974938539762, + 3.468767583998034e-05, + 0.004218766519489782, + 1.8756386508818704e-09, + 0.0019717883885038813, + 0.9999999926813792, + 0.9299604097783315, + 7.344070925425658e-05, + 1.4754295789228876e-15, + 0.9956022663008839, + 0.9999999999997083, + 0.9915146444001447 + ], + "y": [ + 2.883992052061763e-06, + 2.9119792467480267e-07, + 0.0004886504311752182, + 0.053928017519656084, + 1.6342686177794927e-08, + 5.354314285052445e-06, + 0.3863527284185293, + 0.10483723377016879, + 0.2978830921419358, + 4.017838235648893e-12, + 0.25203836163500626, + 0.0017370416114326132, + 1.7525613723970124e-08, + 0.30542341160652736, + 0.0026227487668039995, + 0.043918429648078613, + 3.3389740141605616e-12, + 0.3554096874056874, + 2.3187444596491876e-13, + 1.638648736926476e-06, + 1.3474408123511123e-07, + 0.18588294587488605, + 1.6912261099006353e-07, + 2.961141203608043e-06, + 5.151430095690854e-14, + 0.0005584145398087531, + 0.00823683968787544, + 3.950043091341834e-10, + 0.49351655955637924, + 4.505843888009261e-07, + 6.060612851483232e-06, + 0.010158082488665784, + 0.40018092799905436, + 0.5917082164881255, + 1.9963483565343445e-08, + 0.4957965470302172, + 2.739876929872657e-06, + 7.456356268727571e-08, + 5.633999415962991e-08, + 0.3832847654423124, + 0.0007231570408702531, + 2.1069258672804857e-11, + 0.30556893403801366, + 0.8039918827873495, + 0.27800031512363255, + 0.6090209989352221, + 7.945276537272997e-05, + 0.01074028523565498, + 0.04472210681345554, + 1.862690399983051e-11, + 7.258031203645538e-08, + 0.3172363068843506, + 0.24843281362710706, + 0.0007980871675933406, + 0.0032504608769334327, + 0.0012655075411186442, + 0.0005928969477008815, + 0.04678833792687594, + 1.851956178759825e-09, + 2.7479855002027263e-08, + 0.0006116221208055122, + 0.034319772305439665, + 4.168482889893365e-05, + 0.0005635764498178063, + 0.39745690845762344, + 0.15898822534251333, + 0.8270398037395521, + 3.6538964662816776e-08, + 5.226352096325347e-07, + 6.983483115164838e-06, + 0.08994076035385251, + 0.00015561251711053496, + 1.7554726022518978e-14, + 0.01579830785516587, + 0.3003128528968102, + 0.173515436011443, + 1.7342844242591801e-06, + 0.05542063685553528, + 1.4193672310231719e-09, + 0.0005716329750975565, + 0.016199593324142496, + 0.9847342591262647, + 0.09317115944995848, + 0.055127689588467546, + 4.025660318294434e-06, + 5.473348486523398e-06, + 0.08393253033722402, + 3.865671601993601e-18, + 0.3065507445413775, + 0.6602712927317067, + 0.952896461438915, + 0.09241954204400392, + 1.2010873639486952e-09, + 3.923868337810529e-19, + 1.7201314249769134e-05, + 5.9842017021946184e-05, + 0.9568586376409114, + 0.04773307742982083, + 0.9030630648954564, + 1.6440968108762835e-10, + 0.9881593791022855, + 0.004541939275121502, + 0.43632273945055344, + 1.576781049015023e-12, + 0.3103499633750304, + 6.411407062218726e-11, + 0.025522507345173306, + 0.4571267524537508, + 0.007372920847753785, + 5.415841091513253e-05, + 0.17535522490713698, + 0.6200191264434401, + 0.016776374536828134, + 0.010542268407974183, + 2.1690101605347877e-06, + 1.0230398328057887e-09, + 0.0017851077753867095, + 0.6253074729785588, + 0.16781170692420921, + 0.6762603767849725, + 8.66880028283023e-06, + 0.21019379776941224, + 3.7813836259011304e-08, + 0.8721801981450366, + 0.017310576690347836, + 0.08400564888995936, + 5.411089637058862e-07, + 4.358017399964682e-19, + 0.00018874954756573398, + 1.8846503518329886e-09, + 0.2531080346945499, + 0.01435154616115679, + 0.7578071705353455, + 6.594121031496375e-11, + 3.066816400082862e-09, + 0.0014781564386499696, + 0.0017359314553660288, + 0.9817571633132972, + 1.5733184874922337e-05, + 0.001054798150957872, + 0.42659899883553043, + 0.06717314746167462, + 0.9999824369833827, + 0.8064801128468383, + 0.0003631015956025023, + 0.013477536660972438, + 2.6259594944342682e-09, + 0.00286074164587085, + 3.840883379146005e-09, + 0.9189979307229998, + 8.724978050663281e-11, + 0.5510238190848352, + 0.13663325509845306, + 0.9814725813798816, + 0.012835184878068678, + 0.009652639865233034, + 0.7313004772125407, + 0.9878285126170646, + 0.08531125130716227, + 2.7140407146968745e-19, + 2.116102981142153e-05, + 0.6820828816673739, + 2.540385782266254e-09, + 4.2597038983189234e-05, + 0.01912914599774232, + 0.12064744814660706, + 0.2007846725736386, + 1.1682038055798687e-05, + 0.0004929443830967566, + 0.16142153493910513, + 0.6927284739856348, + 3.2058029824365935e-05, + 0.00013735397818589003, + 0.06062472414636901, + 0.0019479560282073094, + 0.010645742664139764, + 0.7229402747646713, + 1.1935727547838056e-05, + 0.030177115116537596, + 0.004069548713743714, + 0.0013714557769807785, + 0.05232293584227513, + 0.0008734291150384993, + 0.5470262258664031, + 0.49014059909128643, + 0.0011698976091428313, + 0.04405953695042731, + 5.367662930322675e-15, + 2.019371010252498e-05, + 0.22533818736788364, + 5.059268018347147e-06, + 4.885818190303836e-10, + 1.1792620198547909e-05, + 0.009205379916357507, + 0.910976440655284, + 0.8159997351828293, + 0.00062540312493935, + 0.08347012007977372, + 0.009147844851105758, + 0.08663018711441403, + 0.002996441059911982, + 3.6324678453942434e-05, + 3.4563821832606678e-12, + 2.22479245775409e-06, + 0.023570242092679203, + 0.1831008641551292, + 0.0007593709187518556, + 0.004809647339165209, + 0.02661901341546685, + 0.17308584817846936, + 0.05623969765134766, + 0.002001780506962734, + 4.0401602302377607e-07, + 0.4260370990247068, + 0.0024566613995594174, + 2.3193032675409715e-09, + 1.455454643354797e-09, + 3.306294726977306e-06, + 0.9621126135155146, + 0.00046691341445514594, + 0.0009335877397475439, + 0.03429196689427614, + 8.79808258676468e-05, + 0.3058276071775107, + 0.005010296880756728, + 0.005455948650352998, + 0.832092425446453, + 0.20485220115589178, + 0.0041953576278752625, + 8.7827809113869e-06, + 0.5167794713797388, + 0.19235527847515627, + 1.1573747718018387e-12, + 0.0012573291134755054, + 0.010754134378297649, + 2.865761181068636e-17, + 0.04334703469063071, + 0.5840313865057917, + 4.4971159828695086e-05, + 0.593556000875774, + 1.881556129389606e-07, + 3.004983175786254e-21, + 0.028550106750007673, + 0.023479833736140016, + 0.06433307293564373, + 0.7083321561163444, + 0.09065283157396309, + 0.025470129927617713, + 0.3325937405849398, + 1.2542709044843595e-10, + 4.797670819273574e-11, + 0.027898099997068524, + 0.0021599826479445335, + 4.288061274528428e-12, + 0.0166428144863479, + 2.8714235995204517e-11, + 0.16700238695824407, + 1.9222505329269396e-11, + 0.0012901050998255091, + 5.816198156100353e-06, + 0.11494525454586958, + 0.00014495244820804173, + 5.1965869237786914e-05, + 8.484679612832396e-07, + 8.196594168508185e-05, + 9.971927695141626e-10, + 0.005116908894983404, + 0.012057191686552752, + 7.788006642241452e-12, + 1.3476838815206954e-06, + 0.179869822021733, + 0.009700775278663285, + 5.8965825532273534e-09, + 8.791528792091479e-06, + 0.0001923946224825868, + 0.7681518469476317, + 0.35413956480716724, + 7.522966424525629e-39, + 6.682227508998666e-13, + 0.8881060918187593, + 0.9999159183515857, + 1.5287868958169778e-06, + 0.00096356249670228, + 0.000503078408241989, + 0.6478452100541796, + 0.10509240044197171, + 0.0002850477000508047, + 6.292508482614163e-05, + 6.824443935633372e-11, + 0.005705222646866366, + 0.02033152858341172, + 8.972874964473141e-23, + 0.07107326786246809, + 0.0004980981937029803, + 0.17056783005022774, + 5.205747814135745e-13, + 0.719721289271129, + 0.0010978001101328134, + 1.1632191696919047e-06, + 0.01715509285409933, + 0.2903735458375506, + 0.16331846122206153, + 4.242664544001054e-07, + 0.000712168399549902, + 4.754448689268302e-07, + 0.07307646175521611, + 5.327464570905556e-09, + 0.32659279774022887, + 0.07374277650129442, + 0.4617998595207737, + 0.7909681611467009, + 0.01324130567928128, + 1.1172681231673185e-09, + 2.6969240497211743e-06, + 3.2638164697935418e-18, + 0.048612718574064816, + 5.1742780017100865e-09, + 0.005148125088913826, + 0.005000714983246159, + 4.3010570162970683e-20, + 0.7190476633000864, + 0.17329446225064665, + 0.11437715368832059, + 0.0015533068872256917, + 3.3880779370352227e-06, + 0.10127701488327369, + 8.931118707950447e-09, + 3.22631215576307e-17, + 0.22145375202600717, + 0.00018898451821641778, + 2.297847365019622e-28, + 0.01325325430225775, + 0.9970810735264839, + 0.35873178402874634, + 0.2853651858825599, + 0.001085857884694292, + 2.874405088620128e-11, + 3.5494754382547974e-06, + 0.19512368158017965, + 4.571687145426927e-13, + 0.9917154195778283, + 0.0008410463262049864, + 4.1844204656850745e-06, + 0.014091834812985878, + 0.16226105872210986, + 0.23360064755545418, + 0.00017084793749428184, + 1.1803720094743849e-05, + 0.8335628155807207, + 0.0006632302023642794, + 0.890674412134246, + 7.821227297342693e-05, + 0.047500418245963065, + 2.076230188900006e-09, + 0.028841120314185294, + 0.002135395508824381, + 8.791337375549581e-11, + 0.3565824175820617, + 0.012543707479496144, + 9.676841058844168e-13, + 0.006994739048711697, + 1.3663244436091094e-13, + 0.7785203587282832, + 0.9452238258059368, + 0.03348513782913645, + 0.050613803315307064, + 0.0007203273634497641, + 1.122065541376287e-11, + 0.958125993878291, + 0.1061027506673246, + 0.0015540633634633617, + 0.7036114665313347, + 0.0011779121498253786, + 2.08811179824628e-06, + 0.39557283006052457, + 0.005545114882847214, + 0.8670359451224913, + 2.85457161196602e-20, + 0.8988195321747684, + 0.17626561714218478, + 1.6491625868474026e-05, + 0.8229775332896642, + 0.1977071625825792, + 0.0015049409515544069, + 6.543797506170647e-09, + 0.00011745292570152913, + 0.9978463890223274, + 0.32040566054657144, + 0.00015234207859282593, + 0.031139441648320432, + 0.592979884302459, + 0.024735187096086686, + 0.20498595740427858, + 7.904666691692783e-08, + 4.670959710524539e-10, + 0.00018213007532792187, + 1.1970670229620235e-13, + 0.7499774147724245, + 0.6400928837636369, + 0.0007475920088662304, + 0.0023502911279941626, + 2.5968051830498033e-05, + 0.6458841877174354, + 0.26959781390715915, + 0.021706833165644587, + 0.13071728008961828, + 2.1963948187825307e-05, + 2.8630589505369424e-05, + 2.766868018476386e-12, + 0.006640232600663268, + 0.1496053515472035, + 3.401132097296841e-05, + 0.14782418124781088, + 8.355234350872838e-09, + 0.025325436914040107, + 0.12044184325804762, + 1.9935841505768556e-09, + 2.6194208457773113e-49, + 0.3369477959105559, + 0.9370516031227215, + 7.344445669976137e-05, + 0.16261915858597814, + 0.04357770984078278, + 7.329550772264141e-07, + 0.06557656006982965, + 0.001977189373482025, + 2.612442162548307e-05, + 0.8002539472166345, + 6.0627081696810206e-05, + 0.27819375926573464, + 0.011686533038396158, + 2.980303808522294e-11, + 0.5352427644660789, + 0.1978111864075757, + 0.9970722507339231, + 4.778033718405342e-06, + 1.0308790096492517e-05, + 0.8579062861638519, + 0.004931799414803381, + 5.41813801823584e-05, + 0.23648530028781237, + 0.13960921197354872, + 0.47647725916542416, + 0.05399492094155749, + 3.6712605464961836e-06, + 6.748425059087892e-07, + 1.8932253757910526e-05, + 0.30183713924558037, + 0.11555032563887926, + 0.702182221753792, + 0.0023886177097129915, + 0.14330760418487332, + 0.09979176878623171, + 0.9992462183577078, + 0.030660305655400875, + 0.004648584793676501, + 0.04337675756579741, + 0.002531409799150095, + 5.321646824361799e-13, + 0.04693040562993318, + 5.3523416989615634e-08, + 0.016636439387617927, + 2.0990566194197417e-09, + 9.64758537881051e-08, + 5.5489433020264275e-06, + 0.02903149480483003, + 2.4884825269994297e-06, + 0.00535287544444328, + 0.9996039361734687, + 0.8780821162205397, + 0.029113675046816525, + 5.9258309346423315e-05, + 0.07131887895965032, + 0.2141430294502905, + 3.624286453526116e-12, + 1.9385296958875145e-05, + 0.17159119451540586, + 2.4071532458521716e-12, + 0.5782567415040996, + 0.04453664507575973, + 5.563049403256772e-07, + 0.8473027787543882, + 3.5917819662736266e-05, + 0.00023558438953564755, + 7.300748998219978e-12, + 3.657802325430329e-08, + 2.140567682573453e-09, + 0.08792053286463558, + 0.0015152736091549168, + 0.0014121113530304848, + 5.709792585668141e-07, + 2.359493279418465e-05, + 0.01566573529630321, + 0.520142562966357, + 6.7224725100782785e-12, + 0.0006358145821915762, + 0.015070117736978363, + 0.15540083222329906, + 6.664580785111777e-19, + 2.1625100194233476e-06, + 0.07699356231357349, + 0.0001224216015557835, + 0.007693364138024448, + 0.9809795416453266, + 8.869334819902084e-09, + 0.05683397776283487, + 3.380267466445484e-07, + 0.058442786767638165, + 0.3512099993147013, + 0.06604942037298792, + 0.00037330599296671226, + 0.00014510986230303568, + 1.2552070513370594e-07, + 0.9870681650591592, + 8.453937437182557e-21, + 8.299567569400653e-11, + 0.6848344025655463, + 7.1182029360919585e-06, + 0.9979168586925679, + 0.01328485308573497, + 0.15954667206763112, + 0.8049024081254638, + 1.282218045717204e-07, + 0.9961112034135523, + 1.943643329163646e-05, + 3.461090146724882e-05, + 4.336248915211465e-12, + 0.10809054056190313, + 0.7428674050892075, + 0.1445044490091768, + 0.6271651899304072, + 2.7299445045370373e-07, + 0.0859326305821936, + 0.2407834851274448, + 5.844353181555256e-05, + 0.015792536214196386, + 1.4534372636752855e-05, + 0.42704732831122555, + 0.3073455175000455, + 0.13813473422147096, + 0.1430834717062123, + 0.0006829078131721217, + 0.9921483246521281, + 0.6300774162038076, + 0.382299116599395, + 2.4200272914084204e-05, + 1.2977223548409229e-12, + 0.9768715154874016, + 0.2887821121371229, + 0.1770853723931433, + 4.136645293188293e-07, + 8.790639823467092e-11, + 0.021049593802522092, + 0.21414407706128366, + 3.2254115047940625e-09, + 0.00013035373476244594, + 0.004555445535264172, + 0.0002677253447324758, + 0.19663220196049583, + 9.139702273147941e-06, + 0.8524340311858682, + 0.00012232547823723956, + 8.354635135706189e-10, + 0.010524603671804487, + 1.0165991330864353e-07, + 0.027976319368114066, + 0.2803240618049781, + 0.0007161090680869595, + 2.4788152196846876e-08, + 7.112374980672888e-08, + 2.945889004748391e-05, + 0.003819630713332411, + 0.06418145740926387, + 0.047926301961512194, + 4.532178132806809e-08, + 1.9718461638085294e-08, + 5.384674865938481e-06, + 3.4044018592292074e-09, + 0.0038408497537654332, + 0.0002371171649247332, + 0.0015215459050359876, + 2.824838171178555e-07, + 0.02485833303711441, + 0.0008383371190557772, + 0.004400882692396517, + 0.49698657746775016, + 0.005734237641970588, + 0.3853279814196683, + 0.12101506240427455, + 0.3258424216826996, + 0.0009307741198808925, + 0.3720769318493449, + 0.00010640339680892519, + 4.916291857807056e-07, + 0.33819906050797255, + 0.9536288063717059, + 0.0018276684482259364, + 0.019854601616045225, + 0.01078977446683245, + 0.12038365750887574, + 0.1983974872863735, + 0.436054012418322, + 2.726795213740025e-05, + 0.010306211358415019, + 0.2113204010999071, + 0.07819773260341635, + 0.00011920815621570182, + 0.8957186034138787, + 2.358799408595743e-12, + 0.0002730741093737483, + 0.993907640508585, + 0.7049108096237513, + 8.617690321151911e-05, + 0.00023548398530282545, + 0.028102841820221235, + 2.1726812948594713e-06, + 0.010785856039257627, + 0.00022051509485330987, + 0.08270703290929299, + 0.9978181756995627, + 5.452956171109685e-07, + 0.9615095678818126, + 0.1597667619169859, + 0.35779578981476584, + 0.17046719675304534, + 0.13138063624664362, + 0.2934988894865499, + 6.571836250206896e-09, + 0.015118688795202735, + 5.26610198232263e-07, + 0.3577106338833083, + 0.3988316438888547, + 0.013296213535650931, + 0.4796192126478618, + 0.29467766676420354, + 0.0011124244045293912, + 5.211429518032226e-05, + 0.00015885280035631282, + 1.1645176007953573e-06, + 0.5966114032445182, + 9.269856286534953e-06, + 0.15429277719375545, + 0.24421800019384013, + 0.5807310498026715, + 0.2663218291296551, + 0.5683857430804992, + 0.00017826732131962273, + 1.333961253086736e-07, + 7.068398481825123e-07, + 3.84411494380164e-06, + 0.175893859093245, + 0.6484901183179359, + 5.955144376073137e-11, + 0.0002459255939532855, + 1.2762138401498879e-14, + 2.4271453775543743e-15, + 2.3491433657714282e-06, + 1.8209153028383105e-14, + 1.5343050772199347e-05, + 0.742607996130597, + 0.1705774891189026, + 2.755758317550774e-06, + 2.1018814110352505e-10, + 0.0778897019392824, + 0.00041421263212018796, + 0.00809997812039493, + 2.4766377943641216e-16, + 0.21431353403966466, + 2.0928742877273192e-05, + 0.002181055888525881, + 0.14890476973773858, + 0.9776309043909893, + 0.3057037241610045, + 0.008191003949891529, + 0.4034441830148262, + 0.004442125867061645, + 0.23940877797332424, + 0.17158078015830222, + 1.1072832748691463e-06, + 7.839473692255861e-05, + 1.8184290863297984e-07, + 0.18157007573354955, + 0.6545040041655847, + 0.0008301772768498663, + 0.12771730542469076, + 0.9514078714032256, + 0.0020564434412262485, + 0.060540486237856704, + 0.00010243139812726935, + 0.02924042742813026, + 6.928028508337246e-08, + 0.0008553465426979479, + 0.8547290390378189, + 1.0897690519328155e-17, + 0.014293627035641476, + 0.20978024788259902, + 0.7003247613270543, + 0.0047678534761551586, + 2.2427037313158187e-08, + 3.134609625185333e-06, + 0.012783326876117457, + 0.011600203271976955, + 5.797166275435668e-15, + 5.078875823924777e-11, + 0.2573036548988885, + 1.590675593132066e-07, + 5.787595065269992e-06, + 0.9990740127163178, + 0.4662234526842495, + 0.7793038987833807, + 0.9800153408241608, + 0.003980777639245972, + 1.3403088288246017e-10, + 7.36214346686958e-11, + 1.8312227429437752e-06, + 0.0001913862612403355, + 8.010420802284791e-07, + 0.7884228143394187, + 4.384033312861724e-06, + 0.00015241784029716493, + 2.7453038462692706e-05, + 9.750015103743861e-06, + 0.8317059149527205, + 2.610607838770166e-07, + 3.991874425156327e-08, + 0.9068209985846488, + 6.40226123691778e-11, + 2.0157781672384044e-05, + 0.856853090902812, + 0.01677668725854826, + 9.89995748832945e-09, + 9.89130185141561e-06, + 6.726788264333901e-11, + 1.0805281042219618e-05, + 2.058324664040647e-12, + 0.0007793309285840826, + 0.008689122860848332, + 0.09744109952173283, + 3.2059666382092464e-05, + 0.692077211226698, + 3.347636470700856e-07, + 0.1718385791184541, + 0.0009861476139093734, + 5.141798604078302e-05, + 0.001150789427489705, + 0.0006393887253012994, + 2.6146128386684033e-08, + 0.9517814704401183, + 0.010258665791685027, + 0.0019012021898357333, + 1.3461240565499824e-06, + 0.0001164452412666275, + 9.682451027667747e-09, + 6.137091634207818e-07, + 7.4911295742354795e-06, + 0.6434725013194788, + 0.1532552457395203, + 8.537412249099311e-05, + 0.0058817906334122354, + 0.0039930001698110585, + 0.7688885609557531, + 0.280916267315416, + 3.2033404184940173e-07, + 1.3580366584821994e-05, + 1.870784214187465e-32, + 0.1991105211135403, + 0.7096804819071094, + 0.003304666339304819, + 2.2255415107856695e-10, + 0.9963487153138991, + 0.00010269541919099177, + 7.109797588998867e-07, + 0.0023161277350598475, + 0.7307490393876965, + 0.004064242484294306, + 0.3148533553915054, + 0.8379124080106984, + 1.6468620875049046e-14, + 8.014552053703416e-05, + 0.00926741719751043, + 0.004701738027281102, + 8.41042906753442e-11, + 0.013294191978071176, + 0.8702747564153307, + 4.676348024758232e-16, + 0.00023170123574408602, + 0.762134065169691, + 0.08075719304662983, + 1.71355008268838e-07, + 0.4155981303106488, + 0.7832238746411126, + 0.5749883545048746, + 0.05975203615002091, + 0.7617117916675632, + 4.382371911444427e-09, + 0.35171827305975295, + 0.5879410069115536, + 0.02574384815488213, + 0.8766416829535001, + 0.015623125015174984, + 1.4494631940628516e-05, + 0.38709399390311794, + 3.3806088839528613e-06, + 2.5819239327418238e-20, + 0.07374749354682872, + 0.00329918675023533, + 0.004234211575449649, + 3.2726014174475136e-05, + 0.9370256165671754, + 5.965612601576139e-05, + 9.539079388092504e-11, + 3.6894279355120786e-08, + 6.349587381870357e-09, + 0.0012565556321093912, + 3.7583113596812325e-06, + 0.02781489960557828, + 0.1507617237315933, + 0.9523777137997054, + 5.249229013084931e-21, + 0.08911042732608376, + 0.00014226710311675248, + 1.9434578956726325e-05, + 6.0188214138537184e-05, + 3.9332797028650575e-07, + 0.00031258764298716993, + 1.1360100358266675e-09, + 0.021219228223240277, + 0.009305603016762564, + 0.029209115265844972, + 1.061433330715043e-06, + 0.0029199522209175065, + 4.313436238763778e-05, + 0.017401276395541548, + 0.30230025669114263, + 0.0182362642414343, + 0.000969172099781011, + 3.192661547446598e-20, + 0.9087794973331464, + 0.01860067037595715, + 5.779420916590932e-10, + 4.602958276567334e-05, + 0.010058492599618541, + 2.977633137292706e-15, + 0.14620022503452706, + 7.241602679145535e-08, + 5.935541123812558e-06, + 1.4822969241362264e-06, + 0.0018381164527874788, + 3.760605853396193e-11, + 0.10722087075643458, + 9.436296083409135e-07, + 3.202325737664184e-06, + 5.2730737109034785e-05, + 0.3782425796040074, + 0.00021477307863982875, + 0.5170262583277249, + 2.223512287585319e-05, + 0.0021041036874730325, + 0.7831815954780725, + 9.859359199240597e-05, + 0.49265776033265607, + 0.00450438095730228, + 0.9724813488425863, + 0.5186197975555189, + 0.6281065720772624, + 0.003548590683122284, + 2.7530069036395293e-08, + 0.881332718757465, + 0.011791097484547305, + 0.008406969598600546, + 0.7319947135802461, + 0.0001038438034413288, + 0.00016340168763944013, + 0.25595289290688883, + 0.0008087983587404539, + 1.405076392143399e-09, + 0.00031732960034256454, + 0.7562737829109272, + 0.002808748255632101, + 1.3136635853742255e-08, + 9.525989395549494e-14, + 2.3445003523289097e-08, + 0.05098995295549765, + 0.0019120029175298727, + 0.9306270591227634, + 0.5085383762936732, + 0.05696806095162226, + 0.17079257119819624, + 0.09981823617761225, + 0.06061952468218382, + 6.535359284263873e-09, + 0.002962534000470129, + 0.0015479886086815933, + 0.8671058341944419, + 0.43973029228059657, + 0.01337119740086678, + 0.03484435553928051, + 1.1787206110077617e-13, + 1.165635658754752e-22, + 0.8188271109956073, + 0.2600525755406837, + 0.02776786109281255, + 0.7831951405887794, + 0.551475741006285, + 0.9992687125052563, + 0.014527374280869953, + 0.6213013758284306, + 0.9417000436644373, + 0.15033546800940112, + 2.50794996743473e-05, + 0.006183252455135936, + 1.2181258662784955e-07, + 0.07142961396762819, + 1.1491414425138012e-10, + 3.722449576654705e-07, + 0.042466524350466044, + 2.424646811863749e-07, + 8.046111112551918e-17, + 0.9768381093321068, + 5.855925305718777e-07, + 0.7257117248873188, + 7.12231399307369e-11, + 0.02451362575565575, + 1.0962287230156083e-15, + 5.487813315740428e-20, + 0.004484318660633801, + 0.030469022399701826, + 4.957588362145732e-06, + 2.6607168672409043e-06, + 0.00018050755747179008, + 6.027395979173603e-13, + 0.19739670073465304, + 6.311442073026485e-06, + 0.13317872435456507, + 3.0701965190276463e-10, + 2.5258808019023345e-05, + 3.7074662287454654e-10, + 0.9567442225427127, + 0.004280126988174181, + 0.00011229903010842304, + 0.06286956934519952, + 0.005746034242487105, + 0.7311872477489416, + 7.625940358325662e-08, + 0.0002257268363636343, + 0.8675621859128931, + 1.63494523899076e-14, + 0.4202550444931365, + 0.14881553552968352, + 0.00010192619614884326, + 0.0023891640272868764, + 0.026933156533199564, + 0.027320652761541556, + 0.003963531421046737, + 0.2693129550116747, + 0.20230921953542846, + 1.2694406344667597e-11, + 8.850509958582733e-09, + 0.04449468066468338, + 0.7392524214102486, + 0.0013031804925159494, + 0.0007555400701042405, + 4.852303030368209e-05, + 0.829942205896889, + 0.516648968145894, + 0.3161799088617272, + 0.9968419181650937, + 0.9881854771297682, + 0.00010931180756350852, + 0.5186108075328619, + 0.9571130154633306, + 1.0482407943877888e-09, + 0.026204588079277277, + 2.8140766632338153e-05, + 0.014868782865033358, + 0.06215634425302259, + 0.0027696501168629965, + 0.5841764868295253, + 0.3173459590659861, + 0.016117761991219573, + 6.970309241279555e-05, + 4.0448413054282e-09, + 0.9897545428877758, + 0.2807944321841612, + 0.0007292223814934515, + 7.506550665489024e-05, + 3.453510810638203e-17, + 0.001720583751687443, + 0.0524616344079029, + 0.07431812620451536, + 1.1689828141897635e-05, + 0.9963946604279811, + 0.48480891804256804, + 0.012827468658849619, + 3.205744391382297e-10, + 0.05015983659008453, + 0.7183601881594968, + 7.1388702232606806e-09, + 1.7092586809303096e-05, + 0.03268450888220296 + ], + "z": [ + 0.638689008563623, + 1.058121237066397, + 0.3725063445214631, + 0.687369594994837, + -0.8810681732344304, + -0.7121672205062004, + 5.050261904362624, + 2.4847077434076663, + 2.740720485107304, + 0.0460027472934525, + 1.6157692413562963, + 1.190127261381771, + 0.665416998947916, + 4.995451552529023, + -0.852095589511699, + 0.06117639746256898, + 0.23144592255896204, + 4.200586411782645, + -0.21566763754531357, + -0.8729447039663312, + 0.8814088763643835, + 2.579964821294442, + -0.916272409337615, + 1.355472412517532, + 1.1701987091971189, + 0.1398806426458804, + 0.1619662592547908, + 0.5540577750659502, + 4.0734625253075345, + 0.03003598500797018, + -2.1523229384806655, + 0.9780364703895934, + 2.440316057548684, + 7.420501993310255, + -0.33011989433161465, + 4.7462984883709955, + -0.6277065073152069, + -0.28803812828644954, + 1.4185319085479782, + 1.3450389978880444, + 1.2841969564968903, + 0.33802348131240073, + 1.848667692522921, + 6.9646064348242565, + 4.456396178444528, + 5.14470310940949, + -1.152555982942232, + 1.244717394721279, + 0.7857739444204697, + -0.9379255763501299, + 0.21662570120773936, + 2.146610385203229, + 3.5851495346936755, + 1.0693518365490668, + 0.5645108075912775, + 0.374316136658203, + 1.7671170943443826, + 0.4675697066569847, + -1.1818741069012393, + 0.4494741876308569, + 2.0921632707451687, + -0.6715617701314555, + -0.3610459184049964, + 0.4220818025996307, + 3.920664235570495, + 0.6075786730478188, + 9.392255893625993, + 2.320041087406906, + 0.19613668537600365, + -0.9039984549048486, + -0.6495529215149499, + 0.25953210639228624, + 1.1038773433164333, + 0.6331508250470403, + 3.000724688049248, + 1.145882708325124, + -1.0921462898738472, + 1.388957694880235, + 0.913771635579258, + -1.5400134569397577, + 1.7518349114221088, + 10.421413812156649, + 2.3313062396453783, + -0.7908508526004396, + -1.365783898812256, + -0.14891457628243168, + 1.3421097302674343, + 1.7963608229269636, + 3.7715863592289063, + 6.360031650505034, + 8.502595406723257, + 2.154195993159189, + -0.9647054137398412, + 1.6284685547723217, + -0.2842126364640116, + 1.5911804927880697, + 10.247517666468392, + 0.34033528485575004, + 8.511234277128437, + -0.340907875701983, + 10.309910483398092, + 0.12257588896893176, + 3.769415986436829, + -0.16563141030186443, + 3.182076663469454, + -2.128734093773671, + 0.7133931882404317, + 3.591546299820701, + -1.0796031947282072, + -1.686802763001559, + -0.04034024879652054, + 4.844743761322112, + -0.5412572122622091, + 2.05868182160631, + -0.5258579857935985, + 0.17775011649842967, + 0.41833246426019577, + 6.384139916001437, + 1.6006736085160984, + 5.567310004250481, + 1.4510142362820402, + 3.909134621332008, + -1.6826583159843231, + 7.697773390563986, + -0.10670457547352774, + -0.1244813060105977, + 0.5059709645455023, + -0.7282722024066131, + 2.16694356328226, + 1.1905486131900995, + 2.7436543775777142, + 1.1705017249313001, + 8.683972129710764, + -0.5639474873988312, + -0.8162172138738008, + 0.09292462735614715, + 0.8789954390516043, + 9.956632031786391, + -1.5768391503422479, + -0.7922764624412636, + 4.192017124760927, + 0.596065870290916, + 11.972366546623636, + 6.678813186069386, + 0.5092202577918996, + 1.623888474938014, + 2.271449771682391, + -0.37579000672525276, + 0.49142949112903356, + 9.759739664428645, + 0.19548173242578862, + 5.4113929896090465, + 1.8023079404845763, + 7.282479728579131, + 0.8104213388433181, + 0.22270430231429753, + 7.0905298753471415, + 11.925147321890204, + 0.17817849428107047, + -0.4030759890650308, + 1.9917649125028483, + 5.988767511823882, + -0.5501152575326811, + -0.1465994530410181, + 1.0320259421069724, + 1.414276988819384, + 0.7152213785841233, + -0.5320517427466316, + -0.6024249893812438, + 1.5369943041680059, + 7.353128398486176, + 0.41852633618621576, + -1.7746382142665433, + 1.6701882290245462, + 0.2720484062786966, + 1.4909894742353038, + 7.673601074937385, + 1.1014423150112405, + 0.7683164626155029, + 1.3869212433401854, + 0.5359651937875863, + 0.42531411197984725, + 2.281169011597267, + 6.3592993809439236, + 5.475150411917277, + -1.2646054404469076, + -0.8477122479592647, + 0.29271548214190707, + 0.14572313486926605, + 1.6392593086705203, + 0.14103329229224348, + 1.588626932929414, + 0.6955204007522842, + -1.0489547105891632, + 8.998255579409898, + 7.355030870975733, + -0.38144588515916766, + 0.4210855351680945, + -0.3861671340929476, + -0.3888335008292545, + -0.0976902709190703, + -0.5602443900627705, + -2.929448689967704, + 2.0529942724262407, + 1.324472075143464, + 1.4547079166262957, + 0.02641275892811698, + -1.1235578739259098, + 1.9619130119655337, + 3.628147176557805, + 0.7190907047600013, + 1.043548449254972, + 0.1752908190941541, + 2.9236455513711377, + -0.3872567549680631, + 0.13192798996498975, + -0.4545477041888977, + -0.21862021448776622, + 9.52972657764603, + -0.07620936372090985, + 0.06159436789495865, + -0.7176853974538395, + -0.7161363408692597, + 1.7736918060751377, + 1.0279185184937676, + -2.0510874553367944, + 9.474514597781454, + 3.4348714088217616, + -0.2602270107038688, + -2.6030492600181847, + 4.806484151830098, + 1.8593686234627436, + -1.0105982199173396, + -0.5026451026734877, + 1.6377365426463277, + 0.6649271623017413, + -0.4910937674717928, + 4.242714695462485, + -0.32656760601148416, + 5.722103229407302, + 0.4962010689194457, + -0.535316712567659, + 0.7970006428619382, + 2.1699523774216294, + 1.4588317518007, + 7.035233053832671, + 0.7233778446863361, + -0.1019718349036941, + 4.506578318301543, + -0.627313444697032, + 0.04522270947974964, + 0.3301789018517706, + -0.4801843663320866, + -1.3724655478412202, + 0.4894026484811471, + -0.061003971568241194, + 2.1702643390190106, + -0.5336003062469419, + 1.2337223498113028, + -0.8767156192302837, + 2.8614928294765885, + -1.746186985346181, + 0.435289723249269, + 0.4754391672062363, + -0.7947374085240315, + 0.42439394783294027, + 1.3306877587099928, + -2.096246922488537, + 0.5027448075686947, + -2.4932573434912624, + 0.8330334166941218, + 1.726174117687578, + -0.5817819744262285, + -1.1737920491210516, + -0.196013782759856, + 9.749424807639869, + 1.7097134008656463, + -1.0513099116393445, + 1.4974316831863086, + 10.738763261725326, + 9.895727959225573, + -1.2390374146576844, + 2.105479126776182, + 1.5994731758316167, + 7.157399088304029, + 0.2385216554822972, + -0.046178863837528686, + -0.15973083019656936, + 0.33085130529802215, + 1.5080536645999998, + 1.0827323269715203, + -1.0773760769847582, + 2.0872291286442186, + 0.3181131219501851, + 2.3927440963611937, + 1.4665408592838087, + 6.085632643197739, + -0.0248475776051348, + -0.5314429191675182, + -1.3963084968244626, + 3.2504454359804256, + 4.144741163805039, + -1.8400735018412089, + -0.025158927053971304, + 0.6405476895234627, + 0.8538428192083422, + -0.11312799924109469, + 1.9667116139564642, + 0.9702145079531078, + 3.8612346181918102, + 5.719759906488456, + 1.3270052773065435, + 0.9583858310147236, + 0.051687946091577015, + 0.2290746882057026, + 1.5604451984562095, + 0.2243397085208626, + 0.9554988056504526, + -0.24747505104138856, + 1.3119837385739466, + 7.511262358933548, + 1.9269965661123407, + -0.12628955182882606, + 0.30248892317396564, + -0.8319210367150808, + 0.3744874223042428, + -0.815375539004934, + -1.0662349318992248, + 4.339308923277033, + 1.3332289071705674, + 1.9203675021442612, + -1.0903624765329865, + 10.042064485175732, + 2.2938102150833677, + 2.157956981628535, + -0.9072684045696319, + 1.239584006729002, + -0.3961941833473773, + 3.019616149495813, + 0.6041208895930896, + 12.220792947883071, + -1.4710337598776742, + 1.2592750839914557, + 1.2873592185305864, + 0.6492317491940639, + 3.3431398120277014, + 0.33785344240117166, + -0.22735822275246034, + 7.511692668835208, + -0.7124771494255431, + 10.956556217128385, + 0.0014649416872168973, + 1.25713418399109, + -0.7908993609052513, + -0.4914417430797859, + 1.103338764338186, + -1.3495762106723985, + 3.150610407915346, + 0.15946448586719347, + 0.11137260184972926, + -0.10914589452903929, + 0.39581978109728944, + 8.478059343100643, + 10.186875803518697, + -0.6509524303764622, + 0.22198293522427343, + 1.2019661355114353, + 0.8946471876860789, + 8.208400487301846, + 1.4125074070254477, + -1.9626846157401767, + 7.083049567373717, + 1.909546138244231, + -0.9478718361510038, + 3.1214052551136637, + 0.8194809304013316, + 7.1275579360152665, + -0.6327550298850391, + 9.584636459329436, + 1.1283703237324447, + -0.2358050709522869, + 8.973961043211677, + 2.3986177093623535, + 0.28186780581094595, + -0.3391222138320637, + 0.37123564452597063, + 9.854731210123518, + 3.661862215391499, + -0.49540860433205, + 0.1288254421036632, + 4.939841050472576, + 0.21234426095463096, + 1.238858710413941, + -1.114045659695324, + 0.25866115252634786, + 0.21456107661093954, + 0.7828737349497695, + 7.068648578149147, + 6.8089816844731255, + 0.5582734923623255, + 0.4682767191115364, + -0.8253940022838372, + 6.608205359445543, + 3.0601184351262525, + 0.2242467985643878, + -0.779304857474902, + 0.16070926345535833, + 2.212817345292296, + -0.360039268729314, + -0.6616747718486885, + 1.8694020751834333, + 0.3127183236763014, + 2.670976977894523, + -1.2578680723565443, + 0.9846346217153934, + 1.7948404938319396, + -0.1421465170047046, + 0.33868731792169, + 4.398935440703917, + 10.242831411255665, + -1.142284867506731, + 2.446349772615266, + 0.37108849337530936, + 0.07288142756628765, + 0.728962591699991, + -0.13047109506343973, + 1.1919687413233198, + 7.918821512317132, + -1.1189398575662006, + 2.3884077366876175, + 0.2955600471944372, + 1.229214784595081, + 5.9555223296096225, + 1.127576585328713, + 12.455912424018123, + 0.2648230913151637, + 1.2754938258999797, + 8.42734842806129, + 0.5826772388534832, + 0.8400103183202283, + 3.5830477146323796, + 2.453460425113712, + 5.63696959172722, + 0.22486247822146627, + -0.5717093293505964, + 0.33261425874925665, + 0.9333173948786484, + 2.7956506916791963, + 2.2206752221031794, + 8.474438963024099, + -0.8924347419762898, + 0.5961553380524532, + 0.8575426289569806, + 10.300074851766276, + -0.21796395721304218, + 1.3986885268039093, + 0.8578344371764253, + 0.06476114623224044, + -1.4359095238632058, + -0.8465117601281753, + 0.28100978551597616, + -1.966231232278657, + 1.012637430634638, + -0.1581528796137824, + 3.2431484590277537, + 2.598231198664411, + -0.18142418442224675, + -0.05280824808688216, + 10.991620875736716, + 10.483993772123435, + -1.3468923069678516, + -1.7857828822612223, + 0.09115398404212183, + 2.72416787767677, + 0.49687359054383995, + 1.069965307953439, + 0.5162144167887504, + -2.3161438629448052, + 6.6405816103431405, + -0.3828298222076373, + -2.0184823013392346, + 8.618091533503264, + 0.7935348664153047, + -0.11970128822592078, + -0.45784838610948175, + -0.159361866365674, + -0.370582740995106, + -0.4688417832938113, + -0.6995279408988826, + 0.5354010185441194, + 0.3216842511690858, + 0.1682957552947621, + -0.8384911288903474, + 5.019922467527903, + -2.17706504637563, + 0.1848348097073055, + 1.579558885183351, + 0.07987619019088488, + -0.5859276733177553, + 0.32912840381032377, + 2.0227782575632185, + -0.4470004002845916, + -0.6153166878856519, + 7.840872274037183, + 0.10343821800145457, + 2.610415817772093, + 0.27736184223214233, + 0.5621488884926683, + 3.8341823039139986, + 0.649402199781277, + -0.8092813123304627, + 0.8247310143007357, + 0.22576277831880573, + 9.88829490252525, + -0.97536602727825, + 1.3035079327647159, + 7.513046770988573, + -0.5528496553379411, + 10.980993440607616, + -0.36472230752785745, + 0.8134632281652742, + 7.289320963774351, + -1.7710672708700455, + 10.432654414553728, + -1.8309505140054338, + -1.22809772225109, + -2.0755880090351706, + 0.9948357128281382, + 7.278353590620203, + 1.118348276905404, + 5.229074204633495, + -1.1722310234921356, + 1.32369616936851, + 1.8572829195659604, + 0.3169427568543003, + -0.7273233239822586, + 0.18120808649744988, + 5.573751320428319, + 3.6596209753932385, + 0.9689335239982292, + 1.6880336874180504, + -0.23383609639849182, + 9.929363431216009, + 5.975163109889572, + 3.6586559601085584, + 0.21233535580331608, + -0.9933586995689735, + 8.752836327884038, + 1.4992785675400182, + 0.1705826194277229, + -1.2172785555751862, + 0.15946250768319317, + -0.6822915774666631, + 2.6550552348439327, + 0.03471378100667691, + -1.9672006760904293, + 0.7005300395743315, + 0.8134758990390346, + 0.9724593447701049, + 0.4202829399177231, + 7.667842074449484, + 0.09889363153070779, + -1.2644983986003304, + -1.687860415816532, + -0.3828161730138356, + 0.1560342474063045, + 2.4055609244351768, + -1.1768694675416898, + -0.3998988142496151, + 0.26929546381823205, + -0.04459844122206214, + 0.22069733773253752, + -0.02830062636159425, + 1.6509809343312816, + -1.1761728833369673, + 0.48756049427133497, + 1.181944939708621, + 0.480908126792914, + -0.1641157295271757, + -0.5259258750137318, + 1.051303110096616, + -1.4229721004235019, + -0.7215409300084995, + -0.38917439430116363, + 1.2816625844359633, + 5.349633410718397, + -0.9107033820905395, + 3.5429721088117794, + 0.5958274799464511, + 2.548635224593461, + 0.9881972997555881, + 2.3490261892299436, + 1.6098448897024626, + 0.8282346064764806, + 4.472852275683423, + 9.0733485516918, + -0.13166403459685, + -1.2346057983642598, + -0.41676466239847854, + 1.6974914227319082, + 3.280037934645131, + 3.253383307380768, + -0.36523325746389185, + -0.048237106648372136, + 0.7174148088065859, + 1.3733265677925637, + -0.7227982501804521, + 8.761795682961763, + -0.45194937188828965, + -0.7866077646259368, + 9.932031419605297, + 6.83349851766949, + -0.37099611324655035, + -0.7261067818273146, + 0.6005530889851678, + 1.6536389953052335, + 0.24774579323170365, + 0.9983233658596621, + -0.5631515960605328, + 10.135943196289396, + -1.0973628660148955, + 8.138170751286225, + 0.8582962117108228, + 4.769857232561232, + 2.6546877962000988, + 1.5568110845208358, + 1.402288334975568, + -0.1962805856695743, + 0.4528868968537629, + 0.17554149568058022, + 1.7333127553523373, + 3.0979985908686754, + 0.06888437120779267, + 5.332483035995807, + 0.7506488465420889, + -0.15099973143456452, + 0.14356991283075557, + 0.8512005165197762, + 0.6928692294134446, + 6.548685351253987, + -0.7998478081390689, + -0.3650743651857531, + 2.0491272448770004, + 6.808942323235275, + 4.056672818820982, + 6.394406533102777, + 0.4311234960149306, + 0.37964098234721855, + -0.5561116783622987, + -0.13002185240418201, + 3.4280081167587815, + 5.542343177387482, + 1.614778791305366, + -0.31956889855252557, + 1.3254321090952061, + -1.406815009497514, + 0.5859276925983069, + -0.7367701359474399, + -1.4151137614164655, + 7.644614003716916, + 2.715246679784995, + -0.8449138810103208, + -1.49901595835652, + 0.6870522550578688, + -0.0832932024559792, + 0.6293194087584479, + 0.9495945713644907, + 2.0837201591241525, + 1.8557126022230357, + 0.2460453034205506, + 1.1426211913704862, + 8.164741684807066, + 2.7943777212938774, + -0.25447690591222094, + 4.994746626429732, + 0.5069048827374705, + 1.214718658100625, + 1.8880621879940598, + 0.6715422445618021, + 1.5288153067570582, + 0.8875057858431457, + 2.576547411646973, + 6.6051260362710105, + 0.39661377819194826, + 2.5266779549530662, + 8.181301316552606, + -0.32887489280469345, + -0.16716388637767365, + 0.3801774327073968, + 1.5226264499320903, + -0.596973593918223, + -2.3817509020424583, + 8.135069645353719, + 0.9134737320174067, + 0.6805661733062944, + 2.5259887266365664, + 6.723254311396064, + -1.2313522014582348, + 0.5152945458948406, + -0.8342504639383729, + 2.3119300021416307, + 0.6865092410742855, + -0.5806483025538931, + -0.6113852468807406, + 2.480092342375297, + -0.23950033134615664, + 1.1168916514806069, + 10.177156296907224, + 3.9306027879339664, + 9.68347967298959, + 9.84946173976183, + 0.8086474523613565, + -0.6082265061044504, + 0.36311562848073775, + 0.31112830337062464, + -1.8877354294837496, + 2.0152831208814423, + 9.174872604316734, + -0.39715147581285903, + -1.1007455620528839, + 0.347836144188179, + 0.08679519956543402, + 8.672728098090435, + 0.19158000680192838, + 0.5062413884933686, + 10.515515685238295, + 0.5681032057688722, + -1.0494539210932172, + 9.931093761740572, + 1.80838143607377, + 3.1520568335116597, + -1.123395120221084, + 0.24288201382295382, + -2.081990650378565, + 0.5531491563997923, + -0.5404069888809317, + 2.010337023433437, + 0.1997960251987464, + -1.6888624413034408, + 6.44950837156446, + -1.9754844235806668, + 2.469485245691851, + -2.0552215701172267, + 0.02897176104356671, + -2.0663039255812996, + -0.31390391728362893, + 1.643378417265818, + 9.878462595836977, + -0.7609069470480837, + -0.012191467040726642, + 0.018030333285012086, + 0.4737947982560719, + -1.3668582664563163, + 0.5925734109389649, + -2.7043167203070326, + 5.804840460830977, + 1.0442786149436583, + 0.6341805672961484, + 0.0814487590109915, + -1.365633052158176, + 6.703892483740516, + 3.007842682701567, + -0.0790641385241378, + -0.5789883059698983, + -0.48083378951197936, + 2.687273208294692, + 6.57911224620188, + -0.055044580636025096, + 2.1699365903060843, + 8.539804516255069, + -1.8508157773827487, + 0.7835967745961957, + -0.6554817839435048, + 6.989252866134345, + -0.740513953288171, + 2.8887334131475413, + 9.977662192203326, + 0.802128458618284, + 0.8630249670923474, + -1.3235528838175412, + -1.1041363562800581, + -2.839078658644384, + -0.6764389013020422, + 9.659450750538966, + 0.5169465157483756, + -0.21919625059468303, + 7.599040367978857, + 0.1186863878908927, + 0.20476059595186685, + 4.9218595825871025, + 6.216351959000654, + 6.049531232886094, + 1.5299552324548764, + 7.202017627712262, + 0.7007006559443028, + 6.331837175070083, + 5.775067276128644, + 0.6507455315541449, + 8.028359745873608, + 0.33748241275380025, + 0.4604165713017101, + 4.065782279301318, + -1.0196615136200171, + 0.2063617713254507, + 2.199670874185924, + 0.4816276320168806, + 1.0043293048263375, + -0.23668470987088297, + 10.120156405095466, + 0.27986439947668357, + -0.950910728733324, + 0.318521373741668, + -0.9916965999444367, + -0.620314718563698, + 0.18936589040597093, + 0.5753932694359069, + 0.3183847722388038, + 10.577762909179931, + 0.5720062783004729, + 0.1863758376499538, + -1.5361621254180078, + -0.14471023329186405, + -0.4453418317197748, + 0.11314439033272568, + -0.3599907847256948, + -2.0074568493849094, + -0.17615465606875563, + -0.21256308090068732, + 0.9257521774325084, + -0.6981890602777425, + 1.7078741955817411, + -1.9112092070278808, + 1.4851802617580399, + 2.7986835960333214, + 1.0419475147578992, + 0.0894932050565432, + 1.1395555360254692, + 8.700433008778653, + -0.9126137214182407, + 1.420504293050484, + -0.11302035005448445, + 0.322143399620396, + 1.2347519140448249, + 0.43004700825083586, + 0.5954916217995252, + -0.5898354010516528, + -0.1321545326751305, + 0.09066012991216368, + -1.5002218610708755, + 0.2933716647439111, + 1.3510823287092226, + 0.8862232118421722, + -0.062112269956144515, + 4.025549254552967, + -0.29209477485005936, + 6.526845969105231, + -0.20013022656540536, + 0.2528831290095784, + 8.97784609892279, + -0.7763855489259825, + 6.485366787823454, + -1.485417600170354, + 11.354455619538662, + 4.813522391603214, + 6.038366972947342, + -1.8545242643517201, + -0.45479444207700254, + 7.773520656547766, + -0.48973537052799954, + -0.05324126980287415, + 8.277738750275367, + 0.20864178943503905, + 0.30931067027750825, + 1.464009540223326, + -0.8726661060153256, + 1.7987250324020758, + -0.732027738759821, + 9.218946081166568, + -0.21497371632454548, + 0.0022880675098625866, + 1.0703651602308824, + 1.2718926563886916, + 0.39908696927588905, + -0.36912302434624017, + 9.25035014270542, + 5.42334129116885, + 1.460984296385978, + 1.712155570976114, + 1.6170686597992763, + 2.2445549790927792, + 0.3813096776183775, + 0.3412781960094796, + -1.5034309390032519, + 6.040328205115355, + 4.785678652036134, + 0.03888774272779556, + -0.16633911952193686, + 0.24353020418752336, + -0.06040372919690829, + 9.316051360589972, + 2.6866366236658146, + -0.4692446741420421, + 8.822117644847083, + 5.297626335116648, + 10.519223808724869, + -0.3321369633841009, + 5.563186872786869, + 9.501168666830068, + 1.5161833236376963, + 0.4800778303635765, + -0.2068132287583832, + -1.8363585656445311, + 0.2815222560878933, + 0.7938184682929571, + -0.2973723567935298, + 0.17828184099011243, + 0.986378930552749, + -0.711973227258922, + 8.225577875078168, + -0.16062526360018864, + 6.772943297624451, + -0.9662463190410226, + 0.06975780165786677, + 0.4915056472467946, + -0.009288561567815747, + 0.35182425929257577, + 2.1180979225124412, + -0.3428292856739426, + 0.278375241813342, + -0.5074082870244166, + -0.8463597198809455, + 1.3890593539287606, + -0.4786954571009583, + 1.691263041092776, + 2.349075789770954, + -0.7157908481956501, + -0.4166253019079963, + 9.50431921231588, + 0.4386001185914889, + 0.2646738022558692, + 1.9127914874001124, + -2.3689317281103373, + 4.924942607293744, + -0.49587740941611347, + 1.099557455907345, + 7.109973827523335, + -3.007632339693594, + 4.7737298511505735, + 1.7318125789995495, + -1.0891891448379414, + -0.9616479604480612, + -0.7004121543026788, + 0.3837418450893557, + -0.5866799619725396, + 3.1871934690922665, + -0.8315344675501062, + -0.8568518650008553, + -1.1260538724059506, + 0.1886061282743416, + 6.854476455612347, + 0.8108755848209261, + -1.8517813709590152, + 0.04597670663378882, + 8.857758482180596, + 7.023137118020895, + 2.680033117523797, + 10.292877786003453, + 8.077991978735318, + -2.3908630862373887, + 6.030882451110319, + 9.565569860985235, + 1.1785127002808309, + -1.1113570081769764, + 0.5201835471950759, + 2.0175056691941866, + 1.0412690508874918, + 0.30427800675967875, + 5.850320949119602, + 1.602578133533949, + 1.5167505556225438, + -0.6101606088809378, + 0.50448329683143, + 8.334511122306504, + 1.6284846573338316, + 1.44237962303717, + -0.346551633891294, + 1.453275476042545, + -0.061024821541643376, + -1.3172814288788284, + 1.6352488617768741, + -0.5897754194741888, + 10.662635417796853, + 4.873300047965762, + -1.414843541354374, + 0.16429476857631345, + 2.6978215080536443, + 7.676588340109427, + -0.05751768161676089, + 1.0755143278249908, + 0.5375135540251403 + ] + }, + { + "hovertemplate": "Data=Synthetic
x=%{x}
y=%{y}
z=%{z}", + "legendgroup": "Synthetic", + "marker": { + "color": "#01E0C9", + "size": 5, + "symbol": "diamond" + }, + "mode": "markers", + "name": "Synthetic", + "scene": "scene", + "showlegend": true, + "type": "scatter3d", + "x": [ + 0.9999999999999807, + 0.000649123710833784, + 0.9999999992426659, + 0.9999645424533443, + 2.7400786838190763e-06, + 0.9999869251875296, + 0.9975516669441921, + 0.42269966854196056, + 4.41546694647453e-07, + 3.086046549485027e-07, + 5.835868365332303e-08, + 6.058015942186161e-10, + 0.9999999999871471, + 0.6260043376240979, + 0.06692653815670929, + 0.028345226349058953, + 0.44150889294294426, + 0.029909151098707405, + 0.0009027772955504664, + 0.9983584224618953, + 0.9999917325545451, + 0.9999694483912066, + 0.9928773648063158, + 0.0001507239787724203, + 0.23649464345523719, + 0.9672323670201308, + 9.94852833383289e-05, + 1.6979262080009968e-10, + 3.1467138858940164e-15, + 3.1873887539997023e-07, + 0.9931536870368621, + 0.9999847930043203, + 1.2191213636504317e-06, + 0.8087597508367966, + 4.94262750329453e-05, + 0.09372312056292795, + 0.0003314575697884167, + 0.9982366320203699, + 0.9999999824564105, + 0.0009892682220021937, + 2.174471428120825e-05, + 6.818048135477094e-13, + 0.9948955207979059, + 0.9499557759466649, + 0.48787878683057434, + 0.39610287492879404, + 6.160434218734446e-05, + 2.845556766694476e-16, + 0.9953927572882941, + 6.0811421392456896e-05, + 2.351960055129147e-05, + 0.41326829618537714, + 0.9999149062026543, + 1.2777885267097936e-15, + 0.9999674005660328, + 0.9247236607714557, + 0.3026902134187367, + 0.0008213144207202678, + 0.9998846541486632, + 0.00012671801054673506, + 0.9934596740407851, + 0.9999999996633296, + 4.234418787003376e-05, + 0.9999999991112546, + 0.9998748440541896, + 1.0000000000000002, + 0.28241411586336224, + 0.9999999999999293, + 2.159066087970317e-08, + 0.9999999999974309, + 0.9200228665791287, + 0.2956461256611556, + 0.9863473356822688, + 0.849140209302492, + 0.07209194060007544, + 1.0000000000000002, + 7.201277448881888e-07, + 4.8816494708087096e-09, + 0.012450514098699617, + 0.532065420600116, + 6.801581089725307e-06, + 0.2054803883252439, + 0.9925902952220125, + 0.9995901146469178, + 0.9979299547041796, + 7.247862802432264e-05, + 1.437650921977399e-09, + 3.744318284198707e-12, + 1.2213950312500607e-18, + 0.9999983505806971, + 4.4810638535415867e-13, + 0.9967498666541372, + 0.9999994968323572, + 0.19104590339902142, + 0.958652940922414, + 1.1807033281615904e-06, + 0.9752483983785313, + 0.7078203691893802, + 0.9393099933035689, + 0.490975591460437, + 0.9992736848650686, + 0.9999999999996271, + 0.23889183602188044, + 0.8720087457642803, + 4.508300631400125e-06, + 0.9999781463110624, + 0.0013328856939949691, + 0.0014749081673384992, + 0.9999512342758871, + 2.186716858159391e-14, + 3.72375538062913e-06, + 3.9349178424263854e-07, + 0.9999999999974173, + 0.9948794662499866, + 0.2934337095518173, + 0.9997826968295256, + 0.9999999999997202, + 0.009395807151306662, + 0.20634088302542586, + 7.58549841264648e-10, + 0.999988356773142, + 0.9998135481866951, + 0.02230601227345196, + 6.08925122786098e-06, + 0.03285617308369468, + 0.9846856208263854, + 0.6369204183346666, + 0.3716592789331212, + 0.8838247998947942, + 5.192658609690879e-10, + 0.06259930387341765, + 3.278120780613864e-10, + 0.09807198776062938, + 0.21796032909438234, + 0.9995235511412272, + 0.3842199718488861, + 6.343637184344281e-07, + 0.9999999999990351, + 1.6128650796084267e-12, + 0.999987602373215, + 0.3660185898259386, + 0.9998577637207914, + 0.3312138422263397, + 0.23637530445768004, + 0.9993463931557095, + 0.9999999953746312, + 3.4661748382614945e-05, + 3.1987844297702752e-18, + 0.003603012887790298, + 2.63769083303816e-09, + 0.7069677980130004, + 1.6242644271328532e-15, + 0.021525373954793977, + 0.6875708098799568, + 1.0000000000000002, + 0.9990326123170006, + 0.3530970858758922, + 0.0018497557834156026, + 0.999999597869855, + 0.9995838583028868, + 0.9999999985406308, + 0.9989859319104154, + 0.9999389078980385, + 0.862369879511396, + 0.9999998522479456, + 0.00012712277542881466, + 9.707303126321712e-05, + 0.22362712062614473, + 0.31218200618821307, + 9.07566386805213e-09, + 0.004088055369954614, + 0.9989177750345114, + 1.105938963825106e-10, + 0.9995882266017221, + 0.4556244031472945, + 0.999999415756905, + 0.004323548208108938, + 0.1304853242983229, + 0.9999828679852064, + 0.9969577308527076, + 0.07776168066771322, + 6.50593852084818e-08, + 3.3201085800636936e-05, + 0.9999999063232536, + 0.00013662938305821846, + 0.9999999959676267, + 1.1699053710568371e-05, + 0.04024593955990683, + 0.9499583022605931, + 0.0009807624214333466, + 5.029345714359712e-06, + 0.9999709996648549, + 0.9990161930420933, + 0.466336145240749, + 0.0063695952033196125, + 0.5009548462829065, + 0.008347428613098977, + 2.7249649741448222e-05, + 1.0000000000000002, + 0.8302899632465576, + 0.9859264996824929, + 0.586188282796685, + 1.0029101959017317e-09, + 0.16133238879890818, + 1.8372731035616034e-07, + 1.0272373970365276e-12, + 0.07574253410538867, + 0.9733993900265162, + 0.9999999997994672, + 5.235807698156522e-05, + 0.9999999999999887, + 0.999999999999996, + 0.11579516219477329, + 0.9998997411377281, + 0.9857852539670129, + 1.6041165724510715e-05, + 0.2973202312878543, + 1.0000000000000002, + 0.9189272243983071, + 7.69413808792263e-06, + 0.00014052665050150303, + 1.4021987766106027e-06, + 0.8300081980415897, + 0.0007113320227423598, + 0.0036363503258734966, + 0.9978816274570633, + 0.2335034435844431, + 0.010962510337165016, + 0.07260313452246185, + 0.9999977164178573, + 0.0007045915693366476, + 3.3708156830784284e-05, + 0.9722380031295765, + 0.899103330915258, + 1.640555823031561e-14, + 0.999915713552844, + 0.006943921865390315, + 0.2751563844571425, + 0.9999999999999886, + 3.177552206179963e-12, + 0.2980786447579832, + 0.9299777316680666, + 6.357847190806119e-11, + 0.1510152943705721, + 0.9990821085983734, + 2.6682551349515407e-06, + 0.0011159850920233264, + 0.995645803981534, + 0.007181562686791535, + 0.9999999395300605, + 0.016589976520682753, + 0.013572078231157083, + 0.9999999999228265, + 2.0475155747653237e-06, + 1.4205768114154334e-13, + 0.7906574190635609, + 3.6803592382292805e-06, + 0.9999104462153651, + 1.8135491032627873e-17, + 0.999987570654117, + 2.6886191986333042e-08, + 0.7544310603086346, + 0.000214413958724881, + 4.256797724843504e-06, + 0.9906685036496803, + 3.048012116342658e-08, + 1.1394301344075846e-07, + 0.9961045463619587, + 0.01769872248124562, + 1.0000000000000002, + 3.7691242529273367e-06, + 4.649601317138392e-08, + 0.9999999871701257, + 0.015103858802879582, + 0.9607758604324554, + 0.9758108919371529, + 0.09943919185744167, + 1.6547489767521453e-05, + 2.193545884659699e-10, + 3.974219737901133e-06, + 4.170443333230965e-06, + 1.2325076454027251e-07, + 0.9990933544047881, + 0.9931523124661128, + 0.999999999920489, + 0.963846471578149, + 0.4689056066248062, + 0.0002672134493562668, + 0.00034954208699584867, + 0.5116330809864486, + 0.9999987546702614, + 0.9820372816850993, + 0.056250194444957886, + 0.14941601390621614, + 0.010617345010760065, + 2.537047555275581e-15, + 0.11232981419112072, + 0.9988262809913587, + 0.9999999045205679, + 0.7402189432908096, + 0.9999998058405367, + 0.003413135084946038, + 0.49854946210669054, + 0.9996063748354527, + 0.9999671059294885, + 0.018780225181733938, + 0.9999999153295542, + 8.36334372954075e-05, + 0.0005751469137608145, + 0.9997960632884539, + 0.9553043555147327, + 0.9999996408256262, + 1.8269752869510917e-08, + 0.2670263865798333, + 2.489431861563345e-06, + 6.62059749939645e-05, + 0.9228560771673253, + 0.0015900562344377778, + 0.13260790270455275, + 0.9999999920973297, + 6.148461662495588e-06, + 0.9999992093522836, + 0.0011330796345951557, + 1.0000000000000002, + 0.9999876922422714, + 0.003481298823392593, + 0.9054680316382766, + 0.9999942870661381, + 0.9998933351061708, + 0.89963053586065, + 0.9832882847351907, + 0.00010110282239749098, + 0.004154242776352139, + 0.9820684052016724, + 0.8322184382905754, + 0.9999892036153673, + 0.8659592823790329, + 1.4490864139662077e-09, + 0.0100586625891378, + 0.9187105700006115, + 0.999915065775886, + 0.00022600089835813912, + 0.9794285550585135, + 0.2680967459941875, + 0.19086450852140321, + 0.999981382943722, + 0.999999996851803, + 0.9923252543943248, + 0.00223668893877239, + 0.001381398663110515, + 0.18862533089524283, + 0.6558351370109635, + 0.9054102904941161, + 2.61863986907094e-05, + 0.9966369557085367, + 4.232164021122951e-05, + 0.748127704730918, + 0.6166259990239146, + 1.9903719885137967e-06, + 0.9877301693128938, + 9.448028905022635e-11, + 0.01185099238813404, + 1.0000000000000002, + 0.9883071289909374, + 6.074120622677541e-06, + 1.1181551204212975e-05, + 0.9999999954634566, + 0.9999863913805114, + 0.32820838167628646, + 0.8055207462808969, + 0.00025075677755965743, + 0.010048133856086074, + 8.414240494405714e-16, + 0.11846993149670154, + 0.022531790297267845, + 1.325672158706104e-05, + 0.4409337324980378, + 3.7326016929749955e-05, + 0.01030550304857068, + 8.28158425685863e-05, + 0.00027906063578213264, + 0.9963578109717726, + 5.6129362534465776e-14, + 0.9999999380145885, + 8.533470404912096e-11, + 4.5712651147283e-16, + 0.9338620714177182, + 0.9999996812361411, + 1.158785278519095e-07, + 0.9999963996314466, + 0.9999970599093619, + 0.2733254287978403, + 0.9999999886727587, + 0.8882769039075898, + 4.216730808460443e-06, + 0.19698611758627077, + 0.20294024466407656, + 0.9990116001224972, + 3.0202159533786276e-06, + 3.9350742823799265e-05, + 0.9982502065124133, + 0.23847483131861563, + 0.9999999955502129, + 0.576391237459008, + 0.9993691163849794, + 0.9997557910835999, + 1.474397511846565e-21, + 0.999973400260446, + 0.9999999999999815, + 0.005567050540850355, + 8.240262705255438e-07, + 0.928777737877028, + 0.8453009034773188, + 0.9800291208712342, + 0.6010349069624924, + 0.00031572358241394846, + 0.9999987616365814, + 1.0000000000000002, + 0.895587983700834, + 0.14663042803274082, + 0.007946851521771789, + 0.04885979756241421, + 0.9207262817152562, + 0.8855203495016672, + 5.922248757220479e-09, + 9.305777298061069e-07, + 0.9999632737432481, + 0.9999999829513491, + 2.4703472127031064e-07, + 0.00016416429076799408, + 0.12291427837366524, + 0.9999999999967306, + 0.00032411453983054856, + 0.027688840909209634, + 0.930463353362402, + 6.465767207228593e-13, + 0.9993607182472644, + 0.17674025535988472, + 0.9996773081593948, + 0.9828936472942634, + 0.9998957651630873, + 1.4399461911399123e-12, + 2.1373281108215952e-11, + 0.5901664568341377, + 3.2520811844507525e-09, + 0.00040896343076887715, + 1.0000000000000002, + 3.2427451452073403e-05, + 0.3195522924533614, + 0.8911062340464679, + 0.9999999997485705, + 0.9999898450052772, + 0.0002912866495235353, + 3.618226101269114e-08, + 0.7982206693943665, + 4.978288688431833e-09, + 5.769140756039057e-09, + 0.21201350151273696, + 0.6323408134658633, + 0.9999995882904554, + 0.016898208170599213, + 0.9998341718991424, + 0.9999314482760001, + 0.019561142538341923, + 0.02633982261627478, + 0.3178943312820144, + 7.400030758518575e-10, + 2.1986888703789225e-05, + 6.864651934883921e-05, + 0.03310574766679942, + 0.9993934052987671, + 0.053974325737449605, + 0.9999999908557744, + 0.9993065133368314, + 0.7891608784410374, + 0.8408324372130334, + 0.9999408860176628, + 0.9999999720008043, + 0.013257492114696404, + 0.9999974836518766, + 0.9999999987860925, + 0.9790520280702278, + 0.0005732894472277032, + 0.21889752513078337, + 0.32726837232401595, + 0.8231847988464628, + 0.6947915705623368, + 0.9999999999989249, + 0.005342162329070953, + 0.0139183020381152, + 6.80650390031506e-07, + 0.01631562855631375, + 0.9999940953407169, + 0.9661780242897773, + 0.807047973396886, + 1.3213522296554978e-05, + 0.9999999974129009, + 0.9999987313063556, + 4.3935017139912143e-10, + 6.829817715481822e-07, + 1.3734025330906856e-10, + 1.4180928017042356e-14, + 0.000325480500900796, + 0.9994816401522201, + 2.6268254440822926e-07, + 0.0006792925474806517, + 0.8853953969817586, + 0.9999648107093656, + 0.3648017287328017, + 0.7082052742438004, + 2.430025168965312e-05, + 5.742768963067195e-09, + 4.269722574608682e-08, + 0.8607739813583676, + 0.001249519672992429, + 0.9998562458978166, + 0.0002227193461284056, + 0.9999991352352869, + 0.2705650578876679, + 0.9992336252830037, + 3.034511631515822e-06, + 0.014821134667993138, + 0.9810133671452635, + 0.1774050369511632, + 0.9998821863799578, + 0.9999999307373805, + 0.999999999942078, + 0.00014601406655457243, + 6.358955967951105e-16, + 0.9999984621919932, + 0.007826663992734798, + 2.9403061746736192e-06, + 0.9999953627516622, + 0.9112059110490422, + 0.9899928442147394, + 0.5143518749865336, + 0.9999999999028909, + 0.8657921324078066, + 1.2637338696472268e-07, + 0.689127892964491, + 0.9999876178284102, + 4.378493885364025e-06, + 0.8820979043776469, + 1.700408221738837e-05, + 1.3765984684727375e-23, + 0.5632201692679871, + 0.9999993049250804, + 0.9927033671963411, + 0.66520907862443, + 0.9865430444453166, + 3.5992963747204874e-05, + 0.00018499467761912627, + 2.225409311478924e-15, + 8.00147994458558e-15, + 3.4461521761614986e-07, + 2.714525667840583e-07, + 0.9999951620663509, + 0.9986187020405315, + 7.302926113883723e-05, + 0.053069130582578214, + 0.9999994323565292, + 4.869042401559372e-06, + 0.003505854034405786, + 0.028408136877192396, + 0.00463390679457159, + 0.01631492433819692, + 0.00500219687659867, + 0.10462048454692136, + 0.11221112240980015, + 0.9895793097684445, + 0.662192453699959, + 0.0003922829265234244, + 1.8161438976212584e-06, + 0.9512983919405775, + 1.3766164094448697e-23, + 2.7891221854671086e-05, + 0.9999998255482965, + 0.9999995751833239, + 0.0003077139040745144, + 0.9982686825650047, + 1.89117440768362e-19, + 0.9999447316474311, + 0.8812384483995247, + 0.5042946675754963, + 0.3479204481884215, + 4.713666658820989e-06, + 0.048952588106347755, + 0.0004589357305681709, + 0.7696024003977815, + 1.1995195883095923e-05, + 0.13833622651278257, + 4.910120202783992e-05, + 0.8564591532106669, + 0.9607661561908205, + 0.9748333462146483, + 0.0001417961571558324, + 0.9999456771995157, + 0.7491301932230616, + 0.899071994517873, + 0.9999844557865682, + 0.9999999995812615, + 1.7267209643438349e-10, + 2.405801741310819e-08, + 4.114226265417972e-12, + 0.9999334994880901, + 1.7834593613879346e-12, + 0.9999999928666712, + 1, + 0.008971076648501431, + 0.9982514320687669, + 7.773505648540267e-13, + 0.9575363600905861, + 0.007830756794387233, + 0.6790326433815903, + 0.5713031498130857, + 0.9999999978454871, + 4.1656447705576975e-06, + 0.3483214794021206, + 0.9999955535336891, + 0.16470808558604683, + 1.4603346286775695e-15, + 0.009349386372208942, + 0.7271983047949307, + 3.859566440293866e-05, + 2.2093708831806543e-06, + 0.9999665245304349, + 0.9999815910516003, + 0.9998277647735265, + 0.9999931829701639, + 1.945671237613307e-17, + 0.9653808124602115, + 0.002163164569536164, + 0.002445547525249015, + 0.00016187298655553366, + 0.12473677882053076, + 0.9999997746842632, + 0.00357013679202254, + 0.9999925960922216, + 0.3651063252530578, + 0.008006257835513167, + 0.9999999999289405, + 0.9947315946359607, + 0.9999973804958605, + 0.46849279223302903, + 0.05563284180314661, + 1.153019114512347e-15, + 0.9999724766604152, + 0.027328799597415968, + 0.023176981751362544, + 0.9966374051111327, + 0.9999996730245918, + 0.005044570498937695, + 0.9998231095581261, + 0.9705957514109658, + 3.8215454501614064e-08, + 1.632861495774365e-12, + 0.9998914788195041, + 2.189584018019146e-21, + 0.9690665089310181, + 0.9999999406372362, + 1.6137453718133605e-23, + 0.9999934400132698, + 0.021036089726576068, + 0.999957653379968, + 0.5425360915892015, + 0.013482376512245193, + 0.717954287797994, + 0.99951866117311, + 0.7120779404197112, + 0.0024360831492635337, + 0.02028945352780966, + 0.0008750436372125937, + 0.9966207188935327, + 0.002007812174622097, + 0.9997988650952319, + 0.9826146311817922, + 0.9314194143138486, + 0.9999999999982481, + 0.9999999995963681, + 0.001697978923736938, + 4.810453563977012e-06, + 0.9999855797183491, + 0.9999999902380029, + 0.46539745241814773, + 0.9999973167355829, + 2.2151207379940176e-06, + 2.829258881441689e-22, + 0.9521068623283446, + 0.9999795298085912, + 0.999997108854857, + 0.7789157408015014, + 0.9999965666066936, + 0.9999999999915082, + 7.912111911426059e-05, + 0.9966992222369712, + 0.0014902745721344396, + 0.490881895847939, + 0.0005482109361425703, + 0.9552766290922052, + 4.217409257223156e-10, + 0.9999996062312967, + 0.00010810364119949724, + 0.3419136286375826, + 4.6899177082746056e-05, + 0.03947579725702429, + 6.490292139540682e-09, + 0.9999999649588103, + 0.10296952747268473, + 0.14879470886014542, + 0.05342593708665486, + 0.8991209939104805, + 0.019407388971909904, + 0.9996019298881202, + 0.3736571399865125, + 5.684094746102119e-06, + 7.702141457738924e-09, + 0.9992681685845611, + 0.9212763720545024, + 0.3538889885245489, + 0.9998146188149607, + 0.00021034816324170868, + 8.563648544478745e-06, + 0.9443119650612283, + 1.0548692332118196e-05, + 4.059837922688061e-05, + 0.7227861682464657, + 0.9999367677764707, + 0.8172620242265629, + 1.3723432842660953e-12, + 0.947983064139522, + 0.9876377335703311, + 0.9999999947693132, + 0.9983356283277832, + 0.9977581545342472, + 0.03232569023296888, + 0.18464470793819637, + 0.9999999999998245, + 0.9711010660987294, + 3.4746437883200907e-20, + 0.9999998174534745, + 1.679881922921601e-09, + 0.09734115947013214, + 8.418525804030239e-07, + 0.00031470598330610427, + 0.9984287554904414, + 0.9999999999046553, + 0.9999413169795958, + 0.6121619652952731, + 1.0000000000000002, + 0.9989321284486185, + 3.662854748363693e-08, + 0.0001964083876143121, + 0.9851310985819332, + 0.05988522505121253, + 0.7488188029008755, + 0.20966549822364078, + 2.3992236345851464e-16, + 0.9998018528571728, + 2.513453430973698e-07, + 0.9999785504818927, + 0.01514199347410868, + 0.9626911121760611, + 2.6600390790314506e-05, + 0.9999999885515567, + 0.999578678356197, + 0.5994642934773367, + 4.988285499458454e-05, + 0.9997139898373438, + 0.9999990595344702, + 0.14234469147768727, + 0.9998886305274179, + 0.28464692910123524, + 0.0003723948169740892, + 0.9999999660343282, + 0.9955756568629477, + 1.0000000000000002, + 0.0027862735447480723, + 4.453209474523209e-06, + 0.9930672639927978, + 1.0398030290567927e-10, + 1.997386499604682e-07, + 0.5257906955578036, + 0.4448136000159428, + 7.482458327333694e-12, + 0.9999999981001488, + 0.999971516549039, + 0.9332516616394723, + 0.8815812493451054, + 0.9993864502906862, + 0.06076291762284756, + 0.9999999907624078, + 0.2549185315139529, + 7.064963234832098e-05, + 2.762189444511436e-09, + 1.5564602354567523e-05, + 0.9999999216836232, + 0.33732558955926834, + 0.9998864567940068, + 0.0070403816737700875, + 2.3098954240991537e-08, + 0.9987537190351264, + 0.9982957076588368, + 0.9949882384641965, + 0.9985299764371751, + 0.03373765972096015, + 4.3863390391488073e-10, + 2.0867802777234268e-08, + 0.751574933002912, + 0.9997401721651448, + 0.9999094139121789, + 2.5764779510845564e-13, + 4.931925825305131e-06, + 0.8132197259533579, + 0.08566410199027254, + 0.0011137103843263782, + 4.058146836001017e-06, + 0.9953107308437567, + 4.1711118585638285e-05, + 5.682257234528529e-10, + 0.011026960953792145, + 0.9999840514013106, + 0.9999999999999851, + 0.009428492026875639, + 0.1486610723703976, + 6.69382384602511e-05, + 0.9998893762227504, + 0.9800791611390693, + 3.8799850754960883e-07, + 0.9988060660676991, + 0.999991987808211, + 1.3904634986556001e-08, + 3.5852798371619273e-07, + 0.00020765272584352483, + 0.7448239643709468, + 0.8145881657381173, + 3.287339141740753e-08, + 0.8312152518952025, + 5.770799916347656e-05, + 0.58453897617676, + 0.5930775351196588, + 0.0006410443297421094, + 0.7543236705828749, + 0.9999999999995713, + 4.1960965419851733e-10, + 0.6255406984405315, + 2.7408970710146367e-06, + 0.005555014515973037, + 0.9999020140110468, + 0.5874315460273157, + 0.9922495957267589, + 0.9987405822075816, + 7.216927351177136e-05, + 0.535598174096213, + 0.9301087327556294, + 0.7588979691226927, + 0.3574996133154102, + 4.4235050560943525e-06, + 0.8220542324494566, + 6.550044451283071e-09, + 0.9956795854155083, + 0.999999945466509, + 0.999723405113846, + 0.9881748519701122, + 2.871705634502195e-06, + 0.9999534472217285, + 0.9780947753474751, + 0.01743571706682706, + 0.0023194508628054454, + 2.226606583668142e-07, + 0.0008776575355518601, + 0.3383175781144575, + 7.014348747434623e-15, + 2.0670551983573483e-13, + 0.010317595564796181, + 0.005977673027370813, + 0.9998720939270417, + 0.880343034591358, + 0.0060338852756166555, + 0.1841674900121208, + 0.007199332144910372, + 0.029211749440583367, + 0.8319678389619116, + 0.08710842402039973, + 0.18165225430962445, + 0.9999999999999752, + 0.9999999999776037, + 2.0795504531758226e-06, + 0.0848718150544345, + 0.02816097621072077, + 0.002270814303280943, + 0.9980397574299079, + 1.2708365144668075e-11, + 0.005442248214410162, + 0.9803790409483829, + 0.0011977470486389868, + 0.9998203986789372, + 0.9999999999996264, + 2.9892116545578778e-05, + 0.029979499141450303, + 0.000938598950984078, + 0.9999999354802079, + 0.10651282593399951, + 0.008045851923938047, + 0.9996271178668898, + 0.9996588763476382, + 0.9975454901155425, + 0.9999999999981941, + 0.0026291415496020915, + 0.9930404625502735, + 1.0000000000000002, + 1.2059763753096802e-09, + 1.6905414451219117e-05, + 9.71233116334256e-07, + 0.9999973701785018, + 0.004275164987181295, + 0.9999999999997835, + 8.647874033765369e-07, + 0.32671920735815857, + 0.695994650133, + 0.2122932638755668, + 4.090045312069944e-06, + 0.9999978081796457, + 0.9300701622880907, + 0.9838542651844874, + 0.9664817898793947, + 0.9981261980222874, + 0.5700624201970902, + 0.3317539901052266, + 0.9770918913417674, + 0.9955278182590467, + 0.9913585713315025, + 0.004298846036508771, + 3.234453553784608e-06, + 0.9857906812549355, + 0.00025249730529463193, + 0.9796271749889806, + 0.9999167781818659, + 0.036289391675431396, + 0.9999999955227352, + 2.5151827019741414e-09, + 0.0004455759546150727, + 0.9999999996308954, + 0.8183657895697484, + 0.9999999999993444, + 0.023689000360018076, + 0.7780604100347562, + 7.355386019880134e-08, + 0.8021382015652203, + 0.0001300704680919895, + 0.98213027981848, + 0.9994783734850925, + 0.9999418602057167, + 1.0000000000000002, + 0.03111461183835035, + 0.9142359819037165, + 0.6045032463544335, + 0.999974040568058, + 0.008767379395760798, + 0.010529242220746594, + 0.9995553496387708, + 2.8301348309498117e-06, + 0.00038370820803640263, + 0.9999449548512817, + 0.01394262561537464, + 0.0022502601129697456, + 0.00012037184618034425, + 0.9999990272524661, + 0.5887269729667592, + 0.9999998020362253, + 0.9999533700767403, + 0.8448117003248397, + 0.9665762013552122, + 0.6651350087989762, + 0.9999994635121515, + 0.9999998666978626, + 0.001008701516938373, + 0.04309002872864074, + 0.25019404611554164, + 0.9410129624391123, + 3.3203233783254153e-08, + 0.701298650651872, + 6.99495785148125e-13, + 0.03633111562497719, + 0.0009312525673627161, + 0.9999999996921648, + 0.000330398790357057, + 0.2380564194045116, + 0.9999999999998876, + 0.2876659461826306, + 0.003772754808820711, + 2.3044997155094963e-08, + 0.9999950146739393, + 0.9784215819563586, + 2.8960775300936854e-12, + 0.24519855306786736, + 0.5942209538095818, + 0.8725933027945878, + 5.883297342146225e-20, + 0.02981738290028576, + 0.012819864495504768 + ], + "y": [ + 0.1354873981458693, + 0.999558448403918, + 0.0318563285565053, + 0.036657822882892, + 0.8664278566624599, + 0.0953396749017663, + 0.02863221635489868, + 0.17548793803756765, + 0.11736369497221576, + 1.7317512110196607e-09, + 6.465880413932669e-06, + 0.005009334067602346, + 0.012966204440105537, + 0.92162456090845, + 8.883672342142885e-14, + 0.25237944795832673, + 0.7948896391807799, + 0.4805458700141011, + 4.344402031668986e-07, + 5.1333486638089124e-05, + 0.20297331616374056, + 1.5402276540085964e-06, + 0.08728115415321197, + 0.27890572730424273, + 0.00018214058773451306, + 0.3540221326049918, + 0.9697120624286476, + 0.5258963184766369, + 0.004707846629388035, + 0.08666942568956007, + 0.11216778530513524, + 0.021221928781170317, + 1.1459923050389347e-09, + 0.6020907378833875, + 9.674584347771352e-05, + 0.02491553811949214, + 0.01795616965103486, + 2.8925861373321746e-09, + 0.00012769420763277222, + 0.005042141798184332, + 0.5802385200282499, + 0.10709294782752599, + 1.5282854195660417e-10, + 1.0341177665924573e-10, + 0.9939029666049217, + 8.745693946328509e-11, + 0.1850286273007821, + 0.001913765044385336, + 2.0270889582013593e-10, + 0.3527380225481245, + 2.4156624958891207e-08, + 0.06037153780621035, + 0.7924284440018021, + 0.2226461514223002, + 0.002153054422750019, + 9.308733197028068e-07, + 0.011945730342296207, + 0.0009790407839487241, + 0.2652680321446709, + 0.009356516244840516, + 9.75725893460457e-10, + 0.0001408733776532025, + 0.009783086817884225, + 0.4252383301016739, + 0.3600644472522338, + 0.0026050487557533674, + 0.0020563683282218857, + 1.3615015193475723e-06, + 8.40589768828844e-07, + 0.05702879079387117, + 0.018869219167536762, + 0.0072817548454867185, + 8.383740134200743e-06, + 0.8618334490975085, + 0.4072852870389215, + 0.6435555637756928, + 0.00016611409157828847, + 0.00015155644902553804, + 0.0073472428070963025, + 0.037616806831967824, + 8.330839414760731e-07, + 0.003673482346461636, + 0.0046512280983701994, + 0.6610868969308166, + 6.468462956736365e-11, + 1.4378957219748964e-05, + 1.555437255091255e-08, + 0.013538465712603948, + 3.583184735035123e-05, + 3.0806947396461847e-09, + 4.4621293939893483e-07, + 0.04369395122048509, + 2.5397468695299405e-08, + 1.6134373784011605e-10, + 0.00021030849857608445, + 1.3442213711701067e-07, + 0.014141722935466776, + 0.17242322745954491, + 0.002061810298051146, + 0.26436101875601314, + 3.5558776413598236e-08, + 0.0007168002673241122, + 2.876901650569572e-07, + 1.6256026853532874e-12, + 8.025763336355026e-08, + 5.800705542831527e-07, + 0.09741753497043655, + 0.023799145478421893, + 0.07682376650210314, + 0.16312435297790395, + 0.17919706343401298, + 0.004088558190913341, + 8.598389875455614e-06, + 2.8657956725785894e-07, + 0.32235248547625744, + 1.810839724393156e-05, + 0.11223717531713412, + 4.783068880809697e-07, + 3.79683835307054e-05, + 0.5085628962461265, + 3.7149737397190396e-09, + 0.0002517672568404659, + 0.9241991904527039, + 0.0010239954344868347, + 0.29630823180412275, + 4.796139009116589e-13, + 0.014643006537012582, + 0.008505988122778406, + 0.5578140339102399, + 1.207651271823171e-05, + 0.3637569334521698, + 0.020508372556724937, + 0.39238987712056717, + 0.00047424027959620314, + 8.642091389748335e-05, + 0.0009106233173774401, + 0.902125726114588, + 0.962923089336276, + 5.4641992667096155e-08, + 0.005685640294312536, + 1.2620029133973634e-08, + 0.028216526049861666, + 0.09503931222118775, + 0.01855871022104331, + 5.639294477747496e-09, + 0.009924064661452379, + 3.1955776190773644e-05, + 0.992667704788437, + 0.003193558492320058, + 1.7203820767928024e-10, + 0.4663629255674774, + 6.934852399421248e-12, + 0.5920815662965677, + 0.004409886839271766, + 0.1638423009331215, + 1.5003499189986972e-06, + 0.9726952907173634, + 0.8873873028061644, + 5.702979333978092e-05, + 0.0024944028605606247, + 0.5488655993382957, + 0.7753047671273892, + 0.7068859085330288, + 1.0673439173234885e-06, + 0.5635489507026641, + 3.003241752119402e-07, + 5.848917522208487e-07, + 1.9497284557859053e-06, + 0.15170073005178397, + 0.010575847664449273, + 0.05028668750239068, + 0.5964951180959142, + 0.011760094527723133, + 0.003926140406459711, + 0.12193060172867307, + 0.41826213484233854, + 1.6495847412153387e-09, + 0.06436189937789748, + 0.9824918748640864, + 5.323218179565067e-20, + 0.47705648051659133, + 0.012306479518345381, + 5.724060231960055e-06, + 2.6511661340487176e-05, + 8.359470188902883e-07, + 0.0010763146713943658, + 0.4088938345204012, + 5.119815366218014e-11, + 0.11999782378851574, + 1.202455929972805e-12, + 0.007624544496541828, + 0.3817510087099821, + 2.331061666693699e-06, + 0.2895245442797266, + 0.3875615525449178, + 1.3739567235909545e-06, + 0.021896530360489958, + 0.3902759688762004, + 7.157193458154371e-06, + 1.0194145044783344e-07, + 4.705859297366517e-10, + 0.0003223649338012162, + 0.20907005061922068, + 0.0027967368895466713, + 1.4338908555844284e-08, + 0.9103354122497103, + 0.37738049779779737, + 0.02596609324620011, + 0.00010875141112828981, + 0.003459536466572591, + 6.241206211869906e-12, + 0.007076797805452497, + 0.15141379089515952, + 0.004661298355794447, + 0.0138657901264904, + 0.5717341563787705, + 0.2967560444300312, + 2.379383623721814e-11, + 0.0005037081124664803, + 0.6643656460189369, + 0.6503773317809767, + 0.9273236035717083, + 0.018687482396224548, + 5.5146857321151645e-15, + 0.7410322256920661, + 0.00041110953511198136, + 0.0026303107208485383, + 0.6002839673160495, + 5.121214215786193e-06, + 0.0001612591307232046, + 5.596043911463175e-08, + 0.0323989730292824, + 5.9693138472069e-16, + 0.23813360111360252, + 0.9503377193166781, + 0.006870814348142148, + 0.0014458864831187774, + 0.00019155629674299767, + 4.391163396883087e-07, + 0.8970428964707898, + 0.001897688225634167, + 0.0004529447665358985, + 0.11707666731206762, + 0.09547802143157846, + 0.0007692948368758625, + 4.908764473689274e-15, + 0.9410649650390834, + 0.017309279158239294, + 0.009497042144178276, + 0.0004423968265827168, + 0.020981589796361052, + 1.5314081365216777e-07, + 2.8081174648181866e-11, + 0.29761000385907127, + 0.44583769783429916, + 0.07402908171385122, + 0.0006047154929670492, + 0.5389485702344807, + 3.0075962226956215e-09, + 1.1350069491040501e-07, + 4.416706531750142e-18, + 6.205011062790189e-11, + 0.018644468586467296, + 0.7219891107366709, + 2.1892756354719429e-07, + 4.561893439329321e-05, + 8.400093624176165e-18, + 0.9226218176284359, + 0.06995453962103008, + 0.0020558864629848595, + 0.12333659788271549, + 0.9045155964950671, + 2.835091354724276e-06, + 0.1552530984529188, + 0.02914735415348907, + 0.005234511922484505, + 5.499143358437578e-05, + 0.00040565861895637285, + 2.32125600947627e-06, + 0.00010976605624570757, + 0.9058102371096758, + 4.625911443592488e-09, + 3.1465592747859115e-10, + 0.34004681525862074, + 0.24036017312340524, + 0.03934059437690847, + 0.05198916979594441, + 0.011087522294324696, + 0.9240751791910009, + 0.07220307447432493, + 6.723842633479529e-07, + 0.1830324954055917, + 1.251270879905033e-07, + 0.13154541176842036, + 0.01424357559406164, + 0.032116648837319926, + 0.28146535019793334, + 0.37497287013468505, + 0.16062696474537183, + 1.0118180302349337e-06, + 0.5798722399008941, + 0.9840820769034105, + 7.476194431716184e-05, + 8.271323847457362e-08, + 0.6747149777773257, + 2.8236809342315462e-05, + 0.00800439138259654, + 0.9554966813927925, + 0.5258753474633263, + 0.26263305675129817, + 0.3275672047408265, + 0.06758652636486105, + 0.006468612692329262, + 0.38981857449690605, + 0.38749406932331487, + 0.0004584478040288844, + 0.009978705824875062, + 0.13931667174852977, + 0.008449366084711725, + 0.0009277118900066983, + 0.38973928503859334, + 0.0010759654385715885, + 0.2521958058316318, + 0.9778317429368767, + 0.9728429372673403, + 0.0005562258990123767, + 7.619230223716735e-12, + 0.028978895219399187, + 0.9273147319391326, + 0.0015677602180575322, + 0.000759849033840123, + 0.014443314429100297, + 0.00023105995762972263, + 0.0021254864435865236, + 0.0012872188467851558, + 0.5901180928967351, + 1.1764997568480435e-06, + 0.0027452978936547286, + 2.8316605311281016e-14, + 3.865404262197009e-05, + 4.93275134889147e-05, + 0.0028993522215531903, + 1.0028992048090098e-10, + 0.025777197735513735, + 0.12327800301973453, + 0.0003161268948321155, + 0.012084675086649883, + 0.940162412707307, + 0.020439703381563982, + 1.3306863648099581e-11, + 0.012182196428272377, + 0.06850447740335888, + 5.165160149865163e-05, + 1.4266026077599187e-07, + 0.37439325829124886, + 2.2307532468245719e-07, + 0.000591002590496298, + 0.0006296795125106013, + 3.092410723518384e-05, + 1.2918102886335175e-08, + 0.007079329439242665, + 0.5416460728383903, + 0.7978482590140632, + 0.8785029314849296, + 0.0690080645386812, + 1.5904044663839153e-06, + 1.687008711454419e-06, + 0.07011631893097005, + 2.6398130507782346e-06, + 0.0004186591934354258, + 0.755696963533666, + 0.04496972644813117, + 4.724466052542141e-09, + 0.046737807893129736, + 3.7865460287114486e-08, + 3.831067524013764e-05, + 0.03477868142564274, + 0.4067791778537486, + 0.0007021976241297343, + 0.3790717423050477, + 5.5235487920476325e-09, + 0.9772706905212045, + 0.01625813761441931, + 0.812391670965053, + 0.09349266841519148, + 0.0001560167155126268, + 0.06691053639560181, + 0.004231431796945243, + 6.210574002999687e-05, + 9.937695947992504e-06, + 0.5985418704632566, + 0.0006079268206293817, + 0.005204787224453515, + 0.6649405986957653, + 0.4918280724407544, + 0.6697319900650106, + 0.8835752105892276, + 0.03720203853863162, + 5.58726703975888e-05, + 0.6620227325512953, + 0.001486651578093201, + 2.7738185086677816e-10, + 0.003121427262940869, + 2.891930882445831e-11, + 0.0007152899143992225, + 1.7303801919260756e-05, + 0.9999015682249408, + 4.215315210836365e-07, + 2.8276997149870925e-06, + 0.08757975687861695, + 0.45875794438979556, + 3.089405996807476e-05, + 0.08284508047716524, + 0.39317307637442656, + 1.2398810035171948e-08, + 0.07773609515023354, + 0.0004123269109919894, + 0.000243125880978863, + 0.9979781069943687, + 0.0041116644955992415, + 0.0002491051052274719, + 0.10966574768055887, + 0.004650871832556171, + 0.0059367677614260966, + 4.7028044602739e-06, + 0.6138470430756101, + 3.454906019455617e-07, + 3.7752581368664234e-10, + 3.5803386109561596e-10, + 0.6239169140589303, + 0.8970655840167304, + 0.07950425548397476, + 0.8823487262236798, + 0.13739454375295182, + 0.019668226595043713, + 2.6173725128868563e-13, + 0.011629536670466156, + 0.001879993271542835, + 0.988947397541875, + 2.8476335170774386e-15, + 0.6837611204432479, + 0.2707507173666198, + 0.27946250490133806, + 0.5644960276522548, + 8.666100243446249e-05, + 8.889335263847763e-08, + 0.00011449061155425141, + 0.15568202807649006, + 0.1571336932284198, + 4.55702955117561e-05, + 3.8392163771201057e-07, + 9.938855369499025e-07, + 0.05230688316881975, + 1.3736509621303906e-06, + 1.8194903816517591e-07, + 1.2913611114869037e-07, + 0.3166220962896172, + 2.414655677895469e-05, + 1.543625302169887e-07, + 0.027568775288149067, + 0.08457226975832349, + 0.5872686115824937, + 3.7348095146913794e-05, + 0.0001619999263452001, + 2.808233800786067e-06, + 4.4843583197433465e-05, + 0.056027656489205074, + 0.5142433224665286, + 0.0011797335241043223, + 6.163533759915645e-05, + 0.2324698574562776, + 0.014085940881982237, + 0.8793687758625729, + 0.1415540894161218, + 0.0018475409002136655, + 0.0024591174553842666, + 1.484153563434013e-07, + 5.9266646891118215e-06, + 1.30401683870431e-08, + 9.713977970493717e-14, + 0.0008813450342451989, + 6.527844374208229e-08, + 0.8261558977041998, + 3.539694557055584e-11, + 0.10240550113261046, + 1.9937751602498818e-05, + 0.5705618171595306, + 0.2553308078468634, + 0.30375557866227115, + 0.0010697389634275259, + 2.1306292121225196e-06, + 0.10090472841939191, + 0.07591832115859033, + 0.14282939377976436, + 2.185547782545113e-07, + 3.3144861629993834e-05, + 0.5936003729320698, + 0.18572766462895396, + 0.00023992068688658702, + 0.10387978543137714, + 0.079255330773404, + 0.7013849941485977, + 0.3101782049225483, + 0.9555715301716347, + 8.768642000561784e-05, + 0.008490316396760306, + 0.5714511223274857, + 0.4521012858320399, + 0.3667896340691401, + 2.5984978831270483e-13, + 1.878808157020475e-08, + 0.09197612846266233, + 0.0008617367200959536, + 5.6057499586592816e-08, + 0.9289289532731367, + 7.2184681002506586e-06, + 0.0012652753262786917, + 0.0406033479469904, + 0.170187073118366, + 0.0652737059253598, + 0.47425343250402935, + 0.5565199878639915, + 0.26464190435433516, + 3.495625866161563e-09, + 1.5763917627151808e-08, + 0.028352302623782213, + 0.0007649400310668436, + 0.03724830786018385, + 0.02967852657502162, + 0.9985773043351727, + 0.01486584858429097, + 0.0006936316838120907, + 0.0014749177436995235, + 0.00041061649722382845, + 0.03409501287127631, + 0.48059419278154, + 0.0001879326154383686, + 0.019590212556514903, + 0.0005116220712517718, + 0.10845611691221603, + 0.790312158926464, + 0.06555934089308438, + 2.7222332553656886e-08, + 0.06257859143765744, + 3.279051909039168e-08, + 0.7831637535307725, + 0.19853112958670413, + 0.19945501764703527, + 0.000528740522904047, + 0.03473538627049956, + 0.15969436084195926, + 2.1544401019318444e-06, + 0.29262407013895103, + 3.218535500424907e-06, + 0.014296808017273822, + 0.5150131900734587, + 0.00017963868851082363, + 0.7028479102160036, + 8.338411189063846e-05, + 0.0011103733921497018, + 4.636406716410206e-05, + 0.3962740339798522, + 0.10018736604269587, + 0.3882133076060998, + 4.350798738879657e-12, + 0.8417385351636889, + 0.0006468167452893928, + 1.1232536574570944e-05, + 0.23243394023373415, + 0.0881888572283243, + 0.39048952788112395, + 0.2704567589948747, + 0.7472202172571507, + 2.128584617833281e-06, + 0.07567618134706748, + 0.08206581248703199, + 0.0010441827006640787, + 0.006092524882319579, + 0.04254883413826494, + 0.0002605603402092062, + 9.049654829506022e-05, + 3.210415415661818e-07, + 3.7801436233128355e-05, + 0.17209988508575985, + 0.0001293909635834293, + 2.2473988774148648e-11, + 2.9243140153651442e-05, + 0.6082236731764519, + 5.119363237286195e-10, + 0.24854219011437323, + 0.44167975400689463, + 0.09082172985527596, + 0.8151210968814094, + 7.690540453102316e-06, + 7.848386941337956e-15, + 0.3473790247963803, + 0.36066895943643457, + 0.00014742423376538883, + 0.1906346439990184, + 0.8889331444250711, + 0.8404776580475806, + 0.015038979618219536, + 5.421482278100417e-05, + 2.0438831875211055e-07, + 0.8862525311985672, + 0.00043727001713142927, + 8.617739967516747e-06, + 0.36118882866809393, + 0.025072810200092256, + 1.0670135917966051e-08, + 0.0003787903036121461, + 0.040174985157764055, + 0.0039081514591463255, + 0.009644613197417417, + 0.0005554969213344206, + 8.731402938884974e-21, + 6.585625859613344e-05, + 0.0017372814856622964, + 0.8992750352877158, + 0.20935515750117648, + 2.5832482952478842e-09, + 0.011872291265454974, + 1.6588849991019026e-07, + 0.675847967254516, + 2.2920190203375506e-07, + 1.8813953348972026e-06, + 0.3433658923977874, + 2.2388003432317076e-05, + 1.2837249313153193e-18, + 0.010122284956132535, + 0.0009512638242582074, + 0.17893126083733782, + 3.364351934174941e-10, + 0.06711045493914439, + 0.9942690572093862, + 0.003559594286708357, + 0.1275955246204933, + 0.27422126751129755, + 0.39728839926290876, + 1.6442740139144412e-06, + 0.0018067237702265669, + 0.0003755232449214995, + 0.14776813355535273, + 0.5567601215132736, + 0.0048095792678141515, + 0.5875959999700235, + 0.0008378374431602721, + 0.8874927423440141, + 0.000149516435526005, + 3.08291507667616e-08, + 7.25286719444251e-05, + 0.3125476453893115, + 0.3657196627670824, + 0.0035393607003375445, + 1.862973037496219e-05, + 8.87786270361887e-17, + 0.0002328632862674408, + 7.91582054084779e-05, + 0.00645944319617017, + 0.0017371261342203454, + 0.6337140008824214, + 4.17875489588831e-12, + 2.334825789149749e-05, + 1.8857644315237234e-05, + 0.1148007766717299, + 0.11980365966090639, + 1.2350335539464587e-10, + 0.061551304492073404, + 0.9131920645990039, + 5.759110156586882e-10, + 0.010543175257656162, + 0.0001292598136143397, + 3.378371075854361e-23, + 0.002641335654529124, + 0.020340319562913937, + 9.652050818987178e-05, + 0.9925550113127288, + 0.06791754122700346, + 0.044829601986434084, + 0.0005262802624844976, + 0.0003591253039175177, + 6.618693329562495e-06, + 0.00993399348964362, + 0.031061034722058706, + 0.04178055099058684, + 0.0029133560297593367, + 0.004335744962962548, + 1.639999802412753e-10, + 0.8089222405309019, + 0.00989233652233448, + 5.072378517922308e-06, + 0.21632197635400338, + 1.9829378832445594e-14, + 4.6151027105696095e-10, + 0.0007847606768680688, + 4.4667377167630384e-05, + 0.002840530341362998, + 0.020076547223111724, + 1.0357836713411538e-09, + 0.02767738790163782, + 2.121988729970606e-06, + 1.246018208171034e-10, + 0.9403182988493591, + 0.0008132844836312894, + 0.20222186096229092, + 8.73024967523619e-05, + 3.6912000242074053e-06, + 0.0001434668886197191, + 0.0004748011771233886, + 5.994027752274445e-05, + 0.9086032708294226, + 0.9743373210755213, + 0.6612849278105568, + 0.10044333434310931, + 0.11662371956910378, + 0.1081486107035934, + 0.055258065157604605, + 0.0030019896027849717, + 0.002432343458730955, + 0.04696859543457552, + 0.0006833114637009953, + 0.012318477105799423, + 1.705845640139408e-07, + 0.0004379008875844938, + 0.9014988583147858, + 4.223743578368967e-05, + 2.652189990811828e-12, + 0.9214051812598486, + 0.898933714046262, + 7.384846079208338e-12, + 0.7577304133422667, + 0.20997286891223893, + 0.9985396796219937, + 0.7898946580079158, + 0.001496440415472656, + 5.0940411779487444e-05, + 0.028615731725382287, + 0.07194145182078054, + 5.750386497534693e-06, + 0.2231235147152688, + 0.2132031687102353, + 0.016318829768297394, + 0.00032581151715928844, + 0.0029128884926763986, + 0.12856516680863733, + 4.1034381582801543e-10, + 0.01101809068433114, + 0.6787938112101671, + 0.0005538173999319548, + 0.26453446590155605, + 6.295001790674748e-10, + 6.024659623315452e-16, + 0.2718773495860628, + 0.0527102086264572, + 0.00513411545717462, + 0.009522828039869353, + 0.9996313312971179, + 1.2533684275765962e-11, + 0.003355481145356502, + 0.920636617774493, + 2.8644943842914287e-09, + 4.197185369349924e-05, + 3.978580018304188e-05, + 6.735644145647397e-11, + 0.012767832818744634, + 4.259481434672235e-14, + 0.9904673681684423, + 0.031060376933397603, + 0.001517821333692058, + 0.23436923609007732, + 0.5171226464043673, + 0.999611829483725, + 1.2489189107431492e-08, + 0.32678216437667584, + 0.03977802010218175, + 0.0008991518405013206, + 0.013031178774759369, + 0.15678250472754857, + 0.00042675820316588517, + 0.05641984676631466, + 0.021416319514075865, + 0.9870681289559895, + 3.9026650113609914e-05, + 0.00713318210260729, + 1.1489915828012434e-09, + 1.5950997844147682e-08, + 2.2561714155263732e-15, + 0.0005289854363693663, + 3.0425793645956907e-09, + 0.38090563395601856, + 0.343246501146125, + 0.04411351369748608, + 0.3803056477944634, + 0.9451735393564086, + 0.20540809283279224, + 0.021004238681003626, + 0.023744542099459826, + 0.00022440112326807356, + 0.09855141544168916, + 0.44462434832885667, + 0.7045678240636972, + 0.8415583249976457, + 7.509176048464137e-10, + 9.230193929898036e-11, + 0.25304844376872804, + 0.0025580456905094913, + 8.993438428273012e-09, + 2.1500198596672636e-06, + 0.530766440658678, + 3.0044471714555286e-16, + 0.02004243217663496, + 0.9406694815663285, + 0.9798305736570957, + 0.00024402078037097738, + 0.0002149999767252522, + 0.5444639037317826, + 0.0002993010521239724, + 0.7212446834458867, + 0.79762209512122, + 0.15360417001018853, + 0.00011027879184069325, + 0.43937738906597523, + 5.317815579348261e-05, + 0.26161201170154386, + 0.04729256206618848, + 0.7278297820759712, + 3.5470411702456886e-10, + 0.249257583504844, + 0.024992751389472264, + 3.639706433933458e-05, + 0.9889492905661926, + 0.0009636058568887375, + 0.6751744418591306, + 0.0009912867575139568, + 0.0004279086018296712, + 7.4439500173080315e-09, + 0.015982218321790774, + 3.106023048558165e-06, + 0.5069792293274635, + 0.5074265831203217, + 9.159996406950302e-16, + 0.016556866937908848, + 0.0008099773768141314, + 0.05690002840187266, + 8.049484422921798e-05, + 0.06783294144842905, + 0.23113041129356476, + 0.517985635742655, + 0.00013700917615370073, + 3.3024615692737924e-09, + 5.145231913784032e-07, + 1.9852847138308828e-14, + 4.5148054493646314e-11, + 0.005709507968776141, + 0.30202676273009815, + 0.4424661231760736, + 0.6081864791889527, + 0.00012463809052926957, + 0.1139987021271014, + 0.016207316372026756, + 3.8066266331357103e-14, + 7.819863960678528e-10, + 0.867295558132453, + 0.007883656314976234, + 0.8142479339957217, + 1.3143063249173224e-06, + 3.2587625154795894e-12, + 0.07977837350682968, + 0.06999619655274952, + 0.009681990019080803, + 0.6063315463990657, + 0.35871298783898165, + 0.7003430404637817, + 0.006016851202828394, + 2.939610326100169e-08, + 0.5211793510563894, + 0.0002559115162034963, + 0.0005398458790014349, + 4.257588971299952e-05, + 4.736935471829259e-08, + 0.010163516111647331, + 0.9776812816850547, + 3.053094790385799e-06, + 0.04316123749030649, + 0.05181063398256736, + 0.004861224619610323, + 0.00016169671582341272, + 9.429132839694769e-08, + 0.26892753622114207, + 0.01327909546387477, + 0.9978537373283614, + 0.44916948561932224, + 1.2815108091030505e-11, + 0.19117190517460392, + 0.0016523063443841521, + 2.1856774955801484e-10, + 0.17759057554276259, + 4.597831287070308e-20, + 0.1235313972681891, + 0.046385331334185674, + 0.1097310616893877, + 0.027040282577201813, + 9.88348128441207e-09, + 3.3556314782854596e-09, + 0.5488567199893202, + 0.5032860325285297, + 0.2587344579412399, + 8.41789560999198e-26, + 8.583940305790843e-17, + 0.07365114367696574, + 1.6982840287364072e-07, + 0.06795696224776318, + 2.4291859792733613e-06, + 0.00815160326615224, + 0.004550728403623654, + 1.750875267404025e-11, + 0.9487949391473024, + 0.7511175365264743, + 0.004370691930402295, + 0.4823186550212674, + 0.7161804331619824, + 2.99686371525117e-06, + 0.00100482061289143, + 0.8948783378880513, + 0.018157942516166897, + 0.005029450799621434, + 1.7173260074206002e-07, + 0.006547585583142295, + 4.0254210192383916e-05, + 1.1245502154606984e-05, + 0.8925799203949527, + 0.5052515016014888, + 1.2971737683997138e-05, + 0.05017910773991987, + 7.334730873253218e-05, + 3.733596763380162e-09, + 4.003323576962579e-07, + 0.005766111203944059, + 5.7572248216167914e-06, + 0.49580089427881036, + 7.6103763853528e-05, + 0.8871329682256469, + 0.0044048545384760066, + 4.8968553947239314e-08, + 0.00023571997115824053, + 0.02054379927184356, + 1.3286486943432763e-05, + 0.009407094555982255, + 0.01820444341801443, + 0.06545587648825847, + 2.750917732904141e-10, + 0.00039221383698051233, + 0.9673518340703563, + 2.709230897512478e-05, + 6.254039350546702e-05, + 0.012559479883979777, + 0.004552365134804772, + 0.002985107031111869, + 0.00442855020852792, + 0.35715571758846754, + 0.00011643062711556608, + 0.004007832579280598, + 2.4344640498162936e-05, + 0.10089096602950277, + 0.0003204317164916968, + 9.943304841328582e-07, + 0.3433209082488374, + 0.8258663218113909, + 1.1659418717617338e-11, + 0.3355476480300799, + 0.4026934388934787, + 0.00655734505647067, + 8.138004428282577e-09, + 0.6695442378385132, + 6.365256589273882e-06, + 0.00027487561963485623, + 0.1447152931623891, + 0.0354579275670043, + 6.850735570651458e-05, + 0.06943384895861847, + 5.295692784239969e-07, + 0.7609859659977359, + 0.24123512588360366, + 3.823833097031353e-09, + 0.4832426216528116, + 0.0006423000678828958, + 1.077889036336122e-06, + 0.14093630338731095, + 1.592532903897905e-10, + 1.0592097732458921e-06, + 2.4910291937363222e-06, + 0.2664912972208173, + 0.26017803040124154, + 1.0133440608691698e-06, + 5.273938102442497e-07, + 0.05664143954666676, + 1.3035896938361622e-07, + 0.7808331171406002, + 0.005430210340271054, + 1.3810467625873376e-09 + ], + "z": [ + 0.21200605013684293, + 35.455795057319285, + -0.37212909102012787, + 2.0949871694527977, + 3.016130917778354, + -0.05802451264670355, + 1.000726459466522, + 2.300427931796116, + 2.370783294072448, + -2.1826633319516184, + 0.16400908572498685, + 0.9504273726217219, + 2.2464435675246484, + 11.644180004414093, + -50.36772858506835, + 2.3258252899655596, + 1.7800186479450049, + 2.2238646550054644, + -1.355105924722443, + -3.6332821046710295, + 9.449443197209197, + -0.9017808747407916, + 5.231314670683576, + 0.7824290315044758, + 1.0799784278773128, + 1.9508341309850081, + 9.264761146892395, + 0.9230077898742415, + 2.0551673064963385, + 1.3794590685156694, + -2.9391835937852524, + 0.443928223750119, + 0.48863626307147356, + 8.453567142258297, + -0.3261514746059843, + 1.2052841780795032, + 0.650117340390709, + -2.50681131434943, + -2.138534512018574, + 0.31308959356329, + 1.7292692490998924, + -0.4394678368854456, + -1.2463082664958431, + -1.9690290312572785, + 5.1478398972317185, + -43.03369498708671, + 1.7956526251341423, + -0.6824629523442414, + -7.365079772899685, + 1.5877683559493159, + -51.85817611119898, + 1.6591586707567052, + 2.77364673757658, + 0.8509433721909112, + -1.0319691323249183, + 0.8737934571384754, + 0.39320843131300465, + -3.825314788802893, + 1.9549481427200723, + 1.7653808333125367, + -0.39116128948759116, + -1.432747248760222, + -0.15900142046341598, + 2.1864488217667706, + 1.0179986148229778, + -3.4307141269065906, + -1.6286001048244514, + 1.7250150214338724, + -1.5136904795085386, + 1.138717067768367, + 0.7969249267598699, + 0.4050133907467498, + -0.27966419137931714, + 1.6037840391099587, + 1.2942494972268883, + 2.7858914897494684, + -0.8656624372915342, + 1.6817110088608664, + -0.3578346197699724, + 0.9067583053530083, + -0.7479835813053177, + 2.6377509069323826, + -0.1742704068649315, + 1.321391496367032, + -2.1214384351693165, + 1.5217823168764673, + -2.4872869026355073, + 1.3574091203970406, + 0.19183973812918648, + 0.5635649016304755, + -0.9550999888223295, + 0.7201209610856607, + -1.8949654273365435, + -3.064275015674364, + -0.48690217145740317, + 1.0363511154013467, + 2.3269718368580863, + -0.13544746239426747, + 0.1640344120289008, + 1.8774402759750295, + -2.038814443439894, + 0.4841689873153204, + -0.49192831921952934, + -1.1557481336322601, + 0.36799724201186823, + -1.653666736867442, + 0.5107578695231373, + -0.5601654323166814, + 0.6729392449716558, + 1.1475404461781955, + -0.06347441052377661, + -2.4607988644274434, + -0.6034886807166138, + -1.944453509272984, + 2.15655310110919, + 0.6196088170771218, + -0.4057659592705583, + -2.881930693568855, + -1.9700974442594372, + 1.8864989095697173, + -40.40353469341793, + -3.745957823089669, + 0.8691162452185124, + 0.6529412222665184, + 1.6431989450278608, + -0.5795984798362739, + 0.9072626315646937, + 0.4544166126036282, + 2.2094055282779603, + -0.15730696911641623, + 1.1465617345710075, + 1.43016836440646, + 3.176387076717807, + -1.1520356001684615, + -7.328139919764984, + -1.4925770283430202, + 3.9549258904340303, + 22.924324079249466, + -0.30471922392906364, + 1.3058096077348955, + -0.45482850655725576, + -0.9598771013261542, + -0.6715686572653585, + 1.4984570198073135, + -0.060820655518308564, + 1.4864335304419192, + 0.12197640130774234, + 16.787461681606857, + 0.06047099629583863, + -6.784266150947245, + 2.30876570796421, + -2.658181099689271, + 1.3598899348263838, + 1.1290335940678444, + 2.719029294353057, + -1.3736446448260218, + 4.9439159990958546, + 1.680288850465308, + 0.3267450376441503, + 0.5756963628677018, + 2.3083379722655617, + 2.6635629899840993, + 0.7304426916881275, + -0.5343411573040322, + 2.8378655044388363, + -0.465823648631745, + -1.3262083442963526, + 0.0472059723126515, + 1.2541886064272139, + 0.2196850639581468, + 0.20410132792955665, + 1.239921997532351, + 0.025562831177093126, + 2.208357646269694, + 1.6001593938608885, + 0.927938104965343, + -2.3236949044252158, + 0.7789726068435316, + 4.184134640202899, + -2.0454740773094975, + 2.697318069486666, + 1.1059237080597573, + 1.3955618800200675, + -1.4251439268484296, + 1.2727358760836736, + 0.8057132894905891, + 8.807104729453247, + 0.30076625885931985, + 1.2827596640928522, + -5.801672603455861, + 0.23534414081217284, + 4.811272875607494, + -1.3562988257263777, + 1.8160944812834448, + 4.461900079125297, + -6.541609941703788, + 1.2642765122515822, + 0.40882818532397996, + -1.090182056110163, + -40.14849115616496, + -0.5697023695093868, + 0.150370206305035, + 1.3873284335676894, + 1.669275450190926, + -5.358188545188032, + 14.689408917114067, + 0.5357606042965695, + 1.8014418142966726, + 1.2166127202808337, + 0.5974484926927395, + -0.22438715257443037, + -0.5921053114493087, + 0.7122170378550404, + -1.1338931221870039, + -0.09968263914822612, + 1.5933975747373175, + 2.5941918865223426, + -5.242555999394275, + 0.24727486152120437, + 2.375960606503575, + 3.285635145807715, + 3.310207147723306, + 0.5513006419015671, + -2.925217040849352, + 1.1566771995705243, + -0.08588630625061949, + 2.2885341713944425, + 4.555471506961062, + 0.5271937411875992, + -0.8625275698523158, + -2.6178682932755937, + 0.46945497097561206, + -0.756300742232141, + 1.5056676858975466, + 1.6158023053612467, + 1.4267425367827316, + 1.301974025022579, + 0.7690703446042073, + -5.527797814118198, + 1.5370825096604033, + 0.6671836749089932, + 0.5052652559774156, + 1.5117729624518452, + 0.6084584655295834, + 0.15415783834831753, + -4.106296302859352, + 1.0126964002364125, + 1.9795264581306047, + 4.385857913880284, + 0.05087240486734784, + -8.329689929425182, + -0.11327625136768676, + 0.3463546762094878, + 2.6141164111560715, + 0.9399457423175555, + 1.750042884888051, + -4.1980157308817265, + 1.4433105220238143, + 0.7027774418770283, + -0.29686577419377863, + -6.3020873293164446, + 0.541372645308574, + -0.16243139719110794, + 0.046259203509927294, + -2.8190333575819877, + 0.3236253412959232, + -22.797981351130577, + 2.9323125475664247, + 2.9652323517974564, + 4.272326663722621, + 0.2770637407204167, + 15.324834803866398, + -1.6878681401952158, + 0.6187866362666552, + -3.9810970555633904, + 0.40755437209628387, + 0.44325190829998984, + 1.7518143757078384, + -3.077333662173637, + -3.4416773329984207, + 9.467385395117937, + 1.7090677223297832, + -12.432191746522436, + 0.4758342014747431, + -0.31107363736323806, + 0.21015532696328743, + 0.6577608534783532, + -0.2556597560019927, + 14.677115576748506, + 1.060770315871891, + -6.789639226893685, + 0.8066182956164807, + -0.40724934029599597, + 1.6448052155938235, + 1.1158084335025547, + 0.43497690744518064, + 0.7310184680911516, + 0.2528992070840828, + 1.7320232467237737, + -3.5918838354632525, + 1.0339423726577055, + 10.634152183783824, + -1.8048430476238444, + 2.390515708480027, + 0.5197497024483348, + -0.1077952542590021, + -0.07226229468348638, + 0.6590479958053265, + 2.14057731161786, + 1.2564839069743987, + 1.3848597819515618, + 0.5262934028843482, + 1.6841604733817475, + 4.039739435901485, + 1.3316739808273252, + -5.135447374041341, + -0.03991334197213375, + 0.6511832603915406, + -0.7925200016067409, + 0.45848382475005167, + 1.2235350683453983, + 1.419786322029065, + 2.3062285907368296, + 11.755254539296503, + 0.8315122340738617, + 2.073938537905087, + -10.828540034383483, + -0.17090792078890654, + 2.4241985588796133, + 0.9025861805574857, + -0.5262255238416129, + -0.9720137710552028, + 0.5315996149161887, + -1.229945697174758, + -1.4370469813177194, + 6.660204282831644, + -1.5155152069966429, + -0.4678823083561903, + -1.4156784480870894, + 0.9142817739178155, + -0.3191657352440804, + -0.11256843342397954, + -3.679751321841162, + 3.84258893985239, + 1.3347884066827689, + -0.3206814365519545, + 0.18057682436143224, + 7.888717879609754, + 0.5700286846979467, + 1.606690572966047, + -0.6585227553502953, + 0.014029793322415496, + -0.49373046708304896, + -0.5381434144875532, + 0.1953047467459898, + -5.074594030422562, + 2.9686433697041066, + -0.48992164273728495, + 0.24132384850922065, + -1.8220148330899204, + 1.8558911368464353, + -0.5477092629844886, + 0.8755296870281827, + 0.9087284202230377, + 3.6370616666588615, + -1.9916149034989141, + -0.07031128417585492, + 2.327577663925454, + -1.4936685049253926, + 0.5361972488014476, + 0.9683006447938896, + -0.6711430585161775, + -11.139896795823969, + -0.13412961878189827, + -0.5694310092784924, + -1.5559008705473936, + 0.22877965782405052, + 1.0078358348291379, + -1.9043204115088326, + 0.2151069047064456, + -0.5058313823700276, + 2.9640630928654166, + 0.7907675098790613, + 2.2797307838404346, + 5.427223210380278, + -0.029530648593029507, + -0.3778488749236139, + 0.48460708766375676, + -2.681264084158021, + 0.0989730576391088, + 0.6818755477575927, + 2.1361125317060323, + 1.3774846074378284, + 2.841370217968626, + 1.8558880923158871, + 2.0678961294470746, + 4.869294322463387, + 0.9524124572516997, + -0.056829590787039475, + 7.0923846688943, + -9.38979233405288, + 0.4794026909968445, + 0.20726874844925158, + -18.32952587167964, + 1.4282581470840614, + -0.281014399925776, + 7.674441967963027, + 0.917382783730752, + 0.26970609314467264, + -0.6647836558987446, + -0.44317951420748886, + -4.936081060430396, + 0.12293501188612005, + 1.8279408879021328, + 0.19459967824052915, + -5.125183339371798, + -0.2672985641286226, + -0.4924595567890006, + 78.8804263357193, + -0.2856482950793862, + -2.2801820491658096, + 0.8198330193952686, + -1.1336141148865628, + 0.15754646774548098, + -0.2364256364364406, + 19.71958332107734, + -13.646545666962469, + -1.6277102881431516, + -1.6687405572237597, + 2.7169309674196502, + 3.369660185473609, + -2.764897442611791, + 6.6699078279947885, + 0.6487460295235576, + 2.1408438864160004, + 0.5889675441627144, + 0.1495880157431984, + 0.48792965648680925, + 9.144949963448013, + -1.3654197995259596, + 1.661338346517899, + 1.5016901408518517, + 1.2328519438605894, + 0.3986053994733136, + 0.9569627623042232, + -4.445155263297539, + 0.4875178743171813, + 1.278963334616865, + -0.24571657814296682, + 0.43206131546656446, + -0.7156018338753554, + 0.1933540711088027, + -3.1697849717747846, + -0.05970343643945769, + -0.4877150509164901, + -1.6643421735671713, + 1.5090976733961243, + -2.806704662578204, + 0.7213311391914023, + 2.1117532178399068, + 3.350794636260558, + 2.7541253341116403, + -1.3257526207073334, + -1.1445500987150405, + 0.34418248783774696, + -0.1679697786954753, + 0.21549676177587812, + 2.4921150936051903, + -0.1215041561159163, + 0.4771014550334577, + 4.165338394740437, + 0.7653871129309803, + 1.6001063216943683, + 2.32914697716559, + 0.9904510917332559, + -3.562145567401303, + -1.756757928392207, + 0.5485747092597614, + -0.7727741406599435, + -14.522563725015399, + 0.8002084507160316, + 0.03229134857052007, + 8.840855670256133, + -1.5875606165672984, + 8.20063454364491, + 0.3065030924412704, + -1.2442082225037776, + 1.829631142811877, + 2.023231099569753, + -0.07113737007973747, + -2.964768798585356, + -0.40228468980528337, + 0.8753196170286806, + 8.806189342277369, + -3.4819577362868053, + -0.2510183118017186, + 1.1281248146024216, + 0.9634234090120929, + 0.5900218018702255, + 0.9236679698121286, + 1.942959925684562, + 2.6937728591797314, + 2.3364022870104795, + 7.83015672312205, + -1.1905564478163966, + -0.22159852903557625, + 7.0602105444957495, + 1.1569245542206836, + 6.678470313760283, + -24.776710653430666, + -5.304688402044803, + 1.4200076145100242, + -0.29072138357440874, + -9.26431815883504, + 0.43167711765515726, + 1.2018447064142035, + 0.41926097506645066, + 0.7227085507034547, + 5.1889007876578095, + -0.28620533845011015, + 1.517847075524073, + 2.033550299428696, + 3.3776849795930954, + -2.148723739195089, + -36.205447089462886, + -0.1665459600604185, + 1.7959895610873067, + 0.717392117949291, + -0.2575666869555055, + 4.736158442869355, + 1.359940888921725, + 0.9876253281734972, + 0.5076150792400654, + -0.9760206864219696, + 1.3831651476187063, + 2.0000034635486372, + 0.22334458798107668, + 1.033697818264593, + 0.35497326991761863, + 2.288543896675739, + 2.252571488065993, + -0.3744707346000606, + -4.952412479280591, + 2.5167032898602955, + -3.1071341298758535, + 1.568647917718797, + 0.8678387859404759, + 5.461103145826514, + -2.4554596305267222, + 1.1010783522010428, + 0.3938432040261047, + -3.1216083940444763, + 2.186473488341915, + -0.7760503443973645, + -1.9917288309343446, + 1.162961790419045, + 1.7389391741704028, + 2.174594426588433, + -0.3185626653448889, + 1.5322004180288977, + -0.7452856922350983, + -0.829897846637542, + 0.0974818815656251, + 3.882950832336197, + -1.7795603712091292, + 2.1017263408642095, + -0.563918334473511, + 0.8853480256609507, + 2.6071308804541378, + 0.6791276302539353, + 3.078693667341603, + 0.6077731182439357, + 5.046217489841065, + 1.1450540677969363, + 0.41990531450277485, + 2.376274329864144, + 0.9151464868561947, + 1.5229208600181927, + 2.373800533143787, + -0.022013914202178186, + 1.2296356335344338, + -0.0557602409917301, + -2.7802498395965656, + 13.640290511939885, + 0.5718458928794014, + -0.9516729264970627, + -5.961178882110173, + 2.2048806487973955, + -0.19674491714958703, + -0.3892611433309288, + -0.6611660527679497, + 2.5867701187595733, + 1.4466563057934794, + -0.0020360696741832385, + -46.22738631776525, + 1.1035430940811275, + 2.4524856533111175, + 1.1380320207643688, + 1.0136944199079734, + 0.5074124618456304, + 0.7389971724068826, + 2.3314279894047876, + -0.3560652935562371, + 0.5815365408794685, + 2.3360107064704185, + -0.9666897818311242, + -1.6204099845443554, + 1.0272395491803474, + 3.659346194942208, + -0.29599001745345616, + 0.037049858196169294, + -0.7500030740821573, + -0.4950178837279858, + 1.6274432494503686, + 0.8601470676459737, + -13.222413329704573, + 0.41048296693367936, + -0.028200896154645827, + 6.334148582961529, + 1.5639403510620087, + 0.03708971559814661, + 0.8907865972293734, + -5.520961962291841, + 19.755237499804934, + 0.5374933899936185, + 0.945770319246938, + 0.7191449645128802, + -0.012165976246823473, + -3.8356595165892013, + -0.10745402808471277, + 1.2721812418246232, + 0.7567907599675623, + -2.309767820913286, + 0.9461465065355888, + 21.765439734230295, + 0.9142710525670279, + 1.1061812391824597, + 0.7441735627753936, + 1.5751004965264013, + 0.11329816508914853, + 0.6168241836486841, + 1.8033394956533615, + 3.7213551099861415, + 2.2040739865398584, + 1.1782891038249699, + 2.5350369324616717, + -0.2932739572140693, + 2.23926542001323, + -0.4142487274122935, + -1.7036597138140754, + -0.8833771705600786, + 2.0327351549054504, + 0.14571524568849586, + 1.1439435733191767, + -0.2754649906853081, + -1.1708542098414594, + 1.9985855768842937, + -0.48955910993154556, + -1.2328394614675189, + -1.5584537002778371, + 2.5163746793446458, + -0.44012775408405364, + 1.601261821138561, + -13.085350677531972, + 0.5710515049837691, + 2.8304608268504565, + -3.406897481155546, + -1.6164120354145397, + 1.9805327755501219, + -3.2602885510612025, + -1.0189103453378288, + -0.12088502060533018, + -2.3260112831944157, + 0.8962063989411535, + 0.111684165487766, + -0.4493364236554473, + 9.038697233227898, + -0.5715832287365439, + 1.4420325950983686, + -14.723690040025, + 0.7879144603485081, + -1.9171729790307115, + 0.6292200779815159, + 0.857386806398198, + 0.510755080152717, + 1.2795711824806721, + 2.5496771898505926, + -1.2086972538667757, + 5.1412135146375135, + -0.07693682951004605, + -0.6473375322940982, + 2.72398516201816, + -3.0280584520811686, + -3.2580965194666054, + 0.022039532132850592, + -2.068585574621108, + 1.2267225696796449, + 0.567935499732251, + 0.006850864046341609, + 1.5971903845443256, + -4.388044594731718, + -4.452175311162218, + 1.4370161523980185, + 0.1268589717945342, + 0.005143009358315409, + -1.3752662383523584, + -0.4077451168359763, + -0.8692908868649476, + 1.390415373310799, + -0.6969402376250518, + 7.039392178631501, + 2.2828294420790844, + 4.4728607702041305, + -0.6650339752514924, + 2.204120862360849, + 2.665745845319406, + 3.2888892289998557, + -0.23963564679288657, + 1.9814712433776653, + 3.9820438392025586, + -0.22322098925076989, + -1.1750795841786459, + -4.944764007523788, + 0.7331632244153657, + 0.624801729382363, + 0.41071836330383443, + -23.18267166137788, + 9.791522233176572, + 2.842826322881799, + -85.48969609045993, + 2.8799152185830854, + -0.287913958559944, + 13.343631101030763, + 2.940916341953142, + -0.29379548908972036, + -1.3473948230949886, + 0.6258641791605253, + 2.6344631018933375, + 0.9405784535574587, + -0.6311662127192781, + 2.80322924462695, + 0.5621638602499388, + -0.32871712743077125, + 0.6487251274988842, + 1.1268349714138197, + 0.5811944446279644, + -0.834653878730002, + 2.2847893057423545, + 1.5525517795010344, + -2.7337805482978266, + -3.993400091175074, + -4.856310118203952, + -0.2635938521178341, + 0.5539331463018267, + -0.36478824081831435, + 0.32635833851815493, + 2.265659393017752, + -0.2603688870675633, + -0.10774205959687005, + 5.694762269279461, + -4.711220304465027, + -0.9484998102297104, + 0.7582180010157316, + 0.42542640066522874, + -0.000408446009302732, + -0.08910908349670293, + 20.2745950663285, + -1.0615087799807117, + -1.0021820538222743, + 0.625415560178109, + 2.4500367797228666, + 35.05620872549638, + -0.6233925055658183, + 1.2526844194850473, + 2.1656799478334072, + -1.4042953987158378, + 2.062960245204134, + 0.9765219834520964, + -0.1246475635152135, + 0.2400866019716889, + 0.511624190219706, + 7.63897603511834, + -6.672364219250755, + 0.16399077761790198, + -0.9234557778931551, + -2.874676571012146, + 0.5382552771279258, + 1.6734398122426886, + -4.193866691822027, + 0.9924309802607834, + 1.5219254842165915, + 0.8772846398103913, + 0.6908163161052306, + 2.042932073792675, + 1.5051898325314428, + 0.2901524185866796, + -2.1437765409403684, + 1.5483659406793742, + 1.6188156638563767, + 1.219350642026553, + 4.675955541929555, + 2.4099803602455765, + -6.622124467539144, + -8.439066107876247, + 0.10344303794090781, + 0.8329820430065472, + 0.14253478844273398, + 0.5040183648841079, + 1.7225025290890097, + -53.09108174111938, + 1.2957020460964694, + 5.044513404763889, + 3.9305392839383178, + 0.4208096366869979, + -0.7516381654734212, + 11.758905167859863, + -1.0097476849278473, + 1.1861389454234115, + 1.5039974798555973, + 0.8480383930412374, + -0.09571693249585339, + 1.3327263793500668, + -0.6323251107968948, + 2.4345458533511657, + 1.2660776825825475, + 10.648772293170516, + -1.9648774549858987, + 0.1300618694713193, + -0.25645793462232175, + -0.15771334726298086, + 2.030613718043224, + 5.91577665768955, + 2.5978763733035453, + 0.4013700524702513, + -0.7699198064846726, + -2.142170448637999, + 1.1192102771340786, + -0.3604933575241091, + 4.506778478427645, + 5.636959600441324, + -1.3867241118743283, + 0.5180977954133477, + -0.045587123916525585, + 2.0487521008028113, + -1.7856246226040824, + -0.31590279285092177, + 0.02450111876735711, + 1.8672983985791374, + 2.4499784205419624, + -22.156956477037706, + -0.5826865069672835, + -0.4560863282729373, + -4.8353145644331335, + 2.0791515094339066, + -0.17345306191506477, + 0.3253007499651145, + 1.9204616820089007, + -9.639517498282254, + 1.3073240001942454, + -0.5060327491450889, + -1.0293844142923472, + -3.151480512895334, + 2.0900053365465583, + 2.1434855918025724, + 3.8856479084849638, + -1.6168000012843815, + -2.8999830197295964, + 1.805743497951207, + -0.7361065926563024, + -0.5478305380312529, + 0.7793574060772369, + 1.0449573540518682, + 0.5847706752671245, + 0.371827792449827, + -5.926197769922419, + 3.6664858029029537, + -0.3098636458733694, + -0.8302529131777183, + 0.42562630485822933, + 0.6431956460876094, + 0.7043230054228167, + 6.57198235208763, + -1.5268378096694388, + 0.9694641335162906, + -1.2912671841248125, + 1.113294197139913, + 2.2416154180695855, + 0.7587929082062793, + 9.873041230805319, + 0.024723652429036458, + 4.295569185050417, + 0.1714532571235245, + -0.07164721242027688, + 1.0875169681002401, + -0.24849730093945904, + -2.4725576636974154, + 0.0729011257643864, + -6.282724753478305, + 0.4310338007676187, + 1.0193456122238955, + 0.9715970900768061, + 1.254655328568943, + -0.18148193683085073, + -58.56159264343152, + 0.6876098333151082, + 2.171203458296983, + -0.6752064273332457, + -17.951992682067473, + -24.718378711092853, + 1.2939240035716753, + 0.14656220491359795, + 1.0947620090733854, + -0.627354744432385, + -1.2187241327271143, + 1.626904995248032, + -1.7799007157588451, + 30.997876296411672, + 3.0369701532565596, + 1.0328398500286025, + 1.8656151882790053, + 5.605014402550164, + -3.7181964160761245, + -0.3455862660880364, + 4.660449788922736, + 2.1763936200348737, + 1.018777419654213, + -0.39763494924274195, + -5.1616069162348115, + -1.63565242922374, + 0.052097832722660775, + 12.890749418230909, + 2.1699963131549387, + -13.65747889747872, + 0.1317141904046576, + -0.9312744651000895, + -0.8617295182637836, + -2.2887261012452127, + -0.7012268114158386, + -0.12715092499918507, + 2.839516601481161, + 0.840853883068764, + 2.4709084409720314, + 0.9019477927408595, + -0.8656249513864325, + 0.15272299388543226, + -0.507811177256188, + -5.485228863763101, + 0.5140408077673541, + -0.2599076974232702, + 1.5404319266843083, + -8.847126412316559, + -1.028335588232353, + 11.863338212672335, + -0.755885317218864, + 1.7938097097346084, + 2.6154287425563543, + 0.291526834718595, + 3.0931178299541027, + 5.3617497216767065, + 1.5000336577309032, + 20.458144006039266, + -1.8838959877407224, + -0.17273696248921017, + 0.8940673242110937, + 1.2773188850651636, + -0.5803051907483898, + 1.7457600008963494, + 10.037140730236931, + -4.151404023450532, + 0.09820536504869942, + 1.9813521799368057, + -7.9701489949010424, + -1.1261019170699245, + 1.4287588479612463, + -0.04931389217924648, + -2.0301417609390944, + 13.572062365092421, + 0.632320510999748, + 0.19188372875288495, + -0.17653761107368776, + -0.41640639733624335, + 36.97894479647121, + 0.9341141758933376, + 0.6351616588021561, + 1.287252589544622, + -0.22180464707140618, + 0.7312297066878591, + 0.04724198175953942, + -3.744227316977441, + -0.5627037375538202, + -2.1578547351025588, + 1.4001776566750461, + 1.833231446121008, + 2.625490391223417, + -8.884877209426799, + 0.33467232615800174, + 0.11282477469050417, + 1.6463031767866598, + 0.029286668990189058, + -4.0165141524289245 + ] + } + ], + "layout": { + "font": { + "size": 18 + }, + "legend": { + "title": { + "text": "Data" + }, + "tracegroupgap": 0 + }, + "margin": { + "t": 60 + }, + "plot_bgcolor": "#F5F5F8", + "scene": { + "domain": { + "x": [ + 0, + 1 + ], + "y": [ + 0, + 1 + ] + }, + "xaxis": { + "title": { + "text": "x" + } + }, + "yaxis": { + "title": { + "text": "y" + } + }, + "zaxis": { + "title": { + "text": "z" + } + } + }, + "showlegend": true, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "heatmapgl": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmapgl" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "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, + "#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, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 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, + "#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 + } + } + }, + "title": {} + } + }, + "text/html": [ + "
" ] }, "metadata": {}, @@ -480,8 +32129,7 @@ { "data": { "text/plain": [ - "array([1.42939918e-02, 8.07747559e-05, 2.49998876e-02, 9.51945678e-03,\n", - " 2.97103458e-02])" + "array([0.00667175, 0.00085483, 0.01552182, 0.03272534, 0.01647035])" ] }, "execution_count": 13, @@ -510,7 +32158,7 @@ { "data": { "text/plain": [ - "array([0.01790582, 0.00566969, 0.19175434, 0.15688468, 0.23180056])" + "array([0.39573013, 0.25530189, 0.25594985, 0.48028424, 0.12850888])" ] }, "execution_count": 15, @@ -569,9 +32217,9 @@ { "data": { "text/plain": [ - "[[1.0, -0.02150819956064483, -0.03904683794009118],\n", - " [-0.02150819956064483, 1.0, 0.7098648029301189],\n", - " [-0.03904683794009118, 0.7098648029301189, 1.0]]" + "[[1.0, -0.021508199560644915, -0.03904683794009123],\n", + " [-0.021508199560644915, 1.0, 0.709864802930119],\n", + " [-0.03904683794009123, 0.709864802930119, 1.0]]" ] }, "execution_count": 17, @@ -598,14 +32246,14 @@ { "data": { "text/plain": [ - "[{'loc': 1.3765984634140217e-23,\n", + "[{'loc': 1.3765984634140687e-23,\n", " 'scale': 1.0000000000000002,\n", - " 'a': 0.09657613485947786,\n", - " 'b': 0.10226371906556,\n", + " 'a': 0.09657613485947575,\n", + " 'b': 0.10226371906555584,\n", " 'type': 'copulas.univariate.beta.BetaUnivariate'},\n", " {'loc': 2.619420845777311e-49,\n", " 'scale': 0.999986655706105,\n", - " 'a': 0.11353643335098351,\n", + " 'a': 0.11353643335098354,\n", " 'b': 0.5621697120496405,\n", " 'type': 'copulas.univariate.beta.BetaUnivariate'},\n", " {'df': 1.4006628830710697,\n", @@ -696,24 +32344,7858 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 25, "metadata": {}, "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAA18AAAGQCAYAAABRZ9ohAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/bCgiHAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOy9eXQj53Wn/VRh30Fw35u9t9RSt7ZWL5IsW3IcT5TY8diOPXHs2F8WzyST+HicjDMTj5eZTL6ZnOQ4+3zJZKyJZ5zNiR0lTpzYWizLWqylSXY3m2ySzX0nARDEXqiq7w92lQAQJAEQZLOl9zlHxyYJFArVwHvrd997f1fSdV1HIBAIBAKBQCAQCAS7inyzT0AgEAgEAoFAIBAI3gwI8SUQCAQCgUAgEAgEe4AQXwKBQCAQCAQCgUCwBwjxJRAIBAKBQCAQCAR7gBBfAoFAIBAIBAKBQLAHCPElEAgEAoFAIBAIBHuAEF8CgUAgEAgEAoFAsAcI8SUQCAQCgUAgEAgEe4AQXwKBQCAQCAQCgUCwBwjxJbhlGR8fR5IkHn/88Zt9KgKBQCAQvOmQJInPfe5zN/s0BIJbCiG+BDvi8ccfR5Ik8z+r1Up7ezs/+ZM/yczMzM0+PQCeeeaZgnN0OBw0Nzfz8MMP81//639laWmp6mMPDAzwuc99jvHx8dqdsEAgEAgEO2R0dJSf/dmf5eDBgzidTvx+PxcuXOC3f/u3SaVSGx7/N3/zN0iSxP/8n/9z02N+61vfQpIkfud3fmc3T10geENjvdknIHhj8IUvfIGenh7S6TQvvvgijz/+OM899xyXL1/G6XTe7NMD4Bd+4Re47777UFWVpaUlnn/+eT772c/yW7/1W/zlX/4lb3vb2yo+5sDAAJ///Od5+OGHOXDgQO1PWiAQCASCCvnGN77B+973PhwOBx/+8Ic5efIk2WyW5557jl/6pV/iypUr/NEf/VHBc37oh36IQCDAV77yFX7qp36q5HG/8pWvYLFY+MAHPgBAKpXCahW3kgJBJYhvjKAmvPOd7+Tee+8F4Kd+6qdoaGjgv/23/8YTTzzB+9///pt8dus8+OCDvPe97y34XV9fHz/wAz/Av/yX/5KBgQFaW1tv0tkJBAKBQLBzxsbG+MAHPkB3dzdPPfVUQVz7uZ/7OUZGRvjGN76x4XkOh4P3vve9fOlLX2J2dpa2traCv6fTab72ta/x9re/naamJoB9k1wVCG4lRNmhYFd48MEHgfWyh3wGBwd573vfSygUwul0cu+99/LEE08UPCYcDvOpT32KO+64A6/Xi9/v553vfCd9fX01P89Tp07xxS9+kWg0yu/93u+Zv5+YmODf/Jt/w7Fjx3C5XNTX1/O+972voLzw8ccf533vex8Ab33rW82yxmeeeQaAv/3bv+WHfuiHaGtrw+FwcOjQIf7zf/7PqKpa8/chEAgEAgHAf//v/514PM6f/MmflEwoHj58mF/8xV8s+dwPfehDaJrGn//5n2/42ze+8Q1WV1f58R//cfN3xT1fn/vc55AkiZGREX7yJ3+SYDBIIBDgox/9KMlkcsMx/8//+T/cc889uFwuQqEQH/jAB5iamqriXQsEtw5CfAl2BUOk1NXVmb+7cuUKZ8+e5erVq3z605/mN3/zN/F4PLz73e/ma1/7mvm469ev8/Wvf53HHnuM3/qt3+KXfumXuHTpEm95y1uYnZ2t+bm+973vxeVy8c///M/m715++WWef/55PvCBD/A7v/M7fPzjH+fJJ5/k4YcfNgPIQw89xC/8wi8A8B/+w3/gy1/+Ml/+8pc5ceIEsC7OvF4vn/zkJ/nt3/5t7rnnHv7Tf/pPfPrTn675exAIBAKBAODv/u7vOHjwIOfPn6/4uQ899BAdHR185Stf2fC3r3zlK7jdbt797ndve5z3v//9rK2t8eu//uu8//3v5/HHH+fzn/98wWN+7dd+jQ9/+MMcOXKE3/qt3+ITn/gETz75JA899BDRaLTicxcIbhl0gWAHfOlLX9IB/dvf/ra+tLSkT01N6V/96lf1xsZG3eFw6FNTU+ZjH3nkEf2OO+7Q0+m0+TtN0/Tz58/rR44cMX+XTqd1VVULXmdsbEx3OBz6F77whYLfAfqXvvSlLc/x6aef1gH9r/7qrzZ9zKlTp/S6ujrz52QyueExL7zwgg7of/qnf2r+7q/+6q90QH/66ac3PL7UMX72Z39Wd7vdBddAIBAIBIJasLq6qgP6u971rqqP8Uu/9Es6oA8NDRUc1+l06h/84AcLHgvon/3sZ82fP/vZz+qA/rGPfazgcT/6oz+q19fXmz+Pj4/rFotF/7Vf+7WCx126dEm3Wq0bfi8QvJEQO1+CmvDoo4/S2NhIZ2cn733ve/F4PDzxxBN0dHQA66WETz31lJkNW15eZnl5mZWVFd7xjncwPDxsuiM6HA5kef2jqaoqKysreL1ejh07xmuvvbYr5+/1ellbWzN/drlc5v9XFIWVlRUOHz5MMBgs+xzyj2G85wcffJBkMsng4GDtTl4gEAgEAiAWiwHg8/mqPsaHPvQhgILdr7/+678mnU4XlBxuxcc//vGCnx988EFWVlbM8/ubv/kbNE3j/e9/v3k/sLy8TEtLC0eOHOHpp5+u+vwFgv2OMNwQ1ITf//3f5+jRo6yurvK//tf/4tlnn8XhcJh/HxkZQdd1PvOZz/CZz3ym5DEWFxdpb29H0zR++7d/mz/4gz9gbGysoEeqvr5+V84/Ho8XBKtUKsWv//qv86UvfYmZmRl0XTf/trq6WtYxr1y5wq/+6q/y1FNPmQGn0mMIBAKBQFAufr8foCCZuBnhcJhsNmv+7HK5CAQC3HnnnZw8eZI/+7M/M/u5vvKVr9DQ0MA73vGOss6jq6ur4GejBSESieD3+xkeHkbXdY4cOVLy+TabrazXEQhuRYT4EtSEM2fOmG6H7373u3nggQf4V//qXzE0NITX60XTNAA+9alPbbp4Hz58GID/+l//K5/5zGf42Mc+xn/+z/+ZUCiELMt84hOfMI9TSxRF4dq1a5w8edL83b/9t/+WL33pS3ziE5/g3LlzBAIBJEniAx/4QFnnEI1Gectb3oLf7+cLX/gChw4dwul08tprr/Hv//2/35X3IRAIBII3N36/n7a2Ni5fvrztY9/znvfwne98x/z5Ix/5CI8//jiwvvv16U9/mldeeYWOjg6efvppfvZnf7ZsW3mLxVLy90YiU9M0JEniH//xH0s+1uv1lvU6AsGtiBBfgppjsVj49V//dd761rfye7/3e3z605/m4MGDwHo269FHH93y+V/96ld561vfyp/8yZ8U/D4ajdLQ0FDz8/3qV79KKpUqEIVf/epX+chHPsJv/uZvmr9Lp9MbmoAlSSp5zGeeeYaVlRX+5m/+hoceesj8/djYWG1PXiAQCASCPB577DH+6I/+iBdeeIFz585t+rjf/M3fJBKJmD/nW8t/8IMf5Fd+5Vf4yle+Qnd3N6qqll1yWA6HDh1C13V6eno4evRozY4rENwKiJ4vwa7w8MMPc+bMGb74xS+STqdpamri4Ycf5v/7//4/5ubmNjx+aWnJ/P8Wi6WgzA/gr/7qr8yesFrS19fHJz7xCerq6vi5n/u5Lc/hd3/3dzfYxHs8HoANoszI5OUfI5vN8gd/8Ae1PH2BQCAQCAr45V/+ZTweDz/1Uz/FwsLChr+Pjo6aDryPPvqo+d9tt91mPqarq4sHH3yQv/iLv+D//J//Q09PT1XuiZvxnve8B4vFwuc///kNsVbXdVZWVmr2WgLBfkPsfAl2jV/6pV/ife97H48//jgf//jH+f3f/30eeOAB7rjjDn76p3+agwcPsrCwwAsvvMD09LQ5x+uxxx7jC1/4Ah/96Ec5f/48ly5d4v/+3/9r7p5Vy3e/+13S6bRp4vG9732PJ554gkAgwNe+9jVaWlrMxz722GN8+ctfJhAIcNttt/HCCy/w7W9/e0PP2enTp7FYLPy3//bfWF1dxeFw8La3vY3z589TV1fHRz7yEX7hF34BSZL48pe/vCHICAQCgUBQSw4dOsRXvvIVfuzHfowTJ07w4Q9/mJMnT5LNZnn++ef5q7/6K37yJ39y2+N86EMf4md+5meYnZ3lP/7H/1jzc/wv/+W/8Cu/8iuMj4/z7ne/G5/Px9jYGF/72tf4mZ/5GT71qU/V9DUFgn3DTXJZFLxBMKzmX3755Q1/U1VVP3TokH7o0CE9l8vpuq7ro6Oj+oc//GG9paVFt9lsent7u/7YY4/pX/3qV83npdNp/d/9u3+nt7a26i6XS79w4YL+wgsv6G95y1v0t7zlLebjKrWaN/6z2Wx6Y2Oj/tBDD+m/9mu/pi8uLm54TiQS0T/60Y/qDQ0Nutfr1d/xjnfog4ODend3t/6Rj3yk4LF//Md/rB88eFC3WCwFtvPf+9739LNnz+oul0tva2vTf/mXf1n/p3/6p02t6QUCgUAgqBXXrl3Tf/qnf1o/cOCAbrfbdZ/Pp1+4cEH/3d/93bLGnYTDYd3hcOiAPjAwUPIxbGI1v7S0VPA4415hbGys4Pd//dd/rT/wwAO6x+PRPR6Pfvz4cf3nfu7nCmzuBYI3GpKui1S8QCAQCAQCgUAgEOw2oudLIBAIBAKBQCAQCPYAIb4EAoFAIBAIBAKBYA8Q4ksgEAgEAoFAIBAI9gAhvgQCgUAgEAgEAoFgDxDiSyAQCAQCgUAgEAj2ACG+BAKBQCAQCAQCgWAPEOJLIBAIBAKBQCAQCPYAIb4EAoFAIBAIBAKBYA8Q4ksgEAgEAoFAIBAI9gAhvgQCgUAgEAgEAoFgDxDiSyAQCAQCgUAgEAj2ACG+BAKBQCAQCAQCgWAPEOJLIBAIBAKBQCAQCPYAIb4EAoFAIBAIBAKBYA8Q4ksgEAgEAoFAIBAI9gAhvgQCgUAgEAgEAoFgDxDiSyAQCAQCgUAgEAj2ACG+BAKBQCAQCAQCgWAPEOJLIBAIBAKBQCAQCPYAIb4EAoFAIBAIBAKBYA8Q4ksgEAgEAoFAIBAI9gAhvgQCgUAgEAgEAoFgDxDiSyAQCAQCgUAgEAj2ACG+BAKBQCAQCAQCgWAPEOJLIBAIBAKBQCAQCPYAIb4EAoFAIBAIBAKBYA8Q4ksgEAgEAoFAIBAI9gAhvgQCgUAgEAgEAoFgDxDiSyAQCAQCgUAgEAj2ACG+BAKBQCAQCAQCgWAPEOJLIBAIBAKBQCAQCPYAIb4EAoFAIBAIBAKBYA8Q4ktQU3RdR1VVNE272aciEAgEAsEbAk3TUFUVXddv9qkIBIIdYr3ZJyB446DrOoqikEwmAbBarVitViwWCxaLBVkWWl8gEAgEgnIxEpqZTIZMJmPGVSO2yrKMJEk3+zQFAkEFSLpIowhqgKqqKIqCpmkoioKu6wUZOkmSCgKG1WoVAUMgEAgEgk0wEpqqqpLL5cjlcgV/lyQJWZax2WwFcVXEVoFgfyPEl2BH6LpeEBQkSSKbzZr/33iMpmmmIDMChhEsDEEmAoZAIBAIBOsJzfn5eZaXlzl27JgpwIwKEiOeGrHVEF2l4qqIrQLB/kKUHQqqxtjlMvq7NlvgjYBgYAQMRVFYWFggHo9z4MCBDWWKImAIBAKB4M1EfkIznU6zurpaMhYaoqpYjOVyORRF2VSMifJ/geDmI8SXoGLyxVN+xs34myRJWzYF54uxbDZLLBZD13Wy2SyZTMYMKEKMCQQCgeDNQnFCU5blsg02thNj4+PjtLS04PP5zDJFIcYEgpuDEF+CitB1nWQyydjYGIcOHdpxSYPxXEOMGYFG0zQhxgQCgUDwhic/oalpmmmikZ/IrDTeFYux5eVlQqGQKcaAknFViDGBYPcR4ktQNkZwSKfTjI6OcuTIkR0fszigbCXGMpmM2U8mxJhAIBAIbnXyTTWAAvfCWsc0w/jKeF3jtbPZrCnWhBgTCHYfIb4E22JY3eZyOTRNKxBGtQgO25UoAmYgMAKGrusbxFi+45Ow3xUIBALBfsZIaKqqWjJmbVfCXwmljl1cpmicj7EzJlyKBYLdQYgvwZaUysrlL9bFC7Gu66ysrOB0OnG73dsu1NWWUgAbxFg6nTYfY4gxMQtFIBAIBPuJ4oTmZvEpX3wVj2+p9nU3YytjrFI7Y8KlWCCoHiG+BJuSP7urVClE8UKeyWS4dOkSq6urqKqKzWYjGAxSV1dHXV0dLper5OvsJKAIMSYQCASCW4WtygyLyRdfKysrJJNJQqHQprF0K6pJdG4nxoyRMfkGHiKuCgTbI8SXYAP5Vre6rm8IDqXE18rKCv39/QSDQc6ePYskScRiMaLRKHNzcwwNDeFwOEwhVldXh8Ph2JWa9nLEWCn7XRE0BAKBQLBbbJbQ3AxJktA0jYGBAWZnZ3G73Vy7dq1kLN1tyhVjohdbINgeIb4EBWiaRi6X2zIrVzw8eXR0lPHxcY4fP057e7sp2kKhEKFQCIBcLsfq6iqRSISpqSkGBgZwu904HA6y2SzZbBa73V7z97OZGDMMPFKpFDMzM3R0dOB0OoUYEwgEAkFN2S6huRnpdJpUKsXq6ir3338/VqsVXddLxlJDiAWDwZKxtJb9Y8bxShljDQwMYLPZ6O7uFmJMINgEIb4EwNazu4oxfp9Kpbh69SrZbJazZ8/i8/k2XdytViv19fXU19cDoCgK0WiUmZkZ0uk0zz33HB6PpyCA2Gy2mr/P4velaRpjY2M0NTUhSdKm1vZCjAkEAoGgUjRNY21trcA9sJxYMjMzw8DAABaLhfvvv9+Mz5vF0kgkwvj4OPF4HK/Xa5b871Yszac4wWn8fzEyRiAojRBfgoKsHGwUKMUYf/v+979PS0sL99xzj2lfm3/MrY5hs9lobGw0X/vOO+80A8jo6CjJZBKfz2eKsUAgsOE1aoFxjkZAMHbGVFVFVVUzaBhlivmOTyJoCAQCgaAU+QnNl19+mePHj9PY2Ljt83K5HAMDAywtLXH48GEmJyeRZdkcvFyMEUuNY2ez2ZKxNJPJEIvFCAaDuxJL8zHioxgZIxCURoivNzn5Vrf5trNbPX5wcBCAI0eO0N3dveljszmN68tJJiMpZAm6Qm566l3YLIWvoes6drudpqYmmpqagHXzjkgkQiQSYWhoiEwms0GM5def14pS9ruGQFQUpSCoFDs+iaAhEAgEglIJzXKIxWL09vbidDq5cOECqVSKycnJil57s1g6PDzMzMwMExMT+P1+c2dst2JpPtuNjMnfGRMjYwRvBoT4epNSrtVtPolEgr6+PvNnY3EvRTan8cxImKGFBFZ5vdZ8YD7OyVYfDx2pxypvPUTS4XDQ0tJCS0sLsF7iaGTzjFLHQCBgijG/378rwyArEWP5jk9iMKVAIBC8+SiV0JRlect+K13XmZyc5Nq1a/T09HDo0CEkSSKdTpvPq1aEGLF0amqK7u5ufD4fkUiEaDTK1atXURQFv9+/67E0H+FSLHizI8TXm5BKrG4NZmdnuXLlCh0dHRw7doxvfetbWwaT6ytJhhbitAddOKzrC3kqq3JlLk5Pg5ueenfB+WyHy+XC5XLR2tqKruukUilzZ2x6ehpVVQvEmM/nE2JMIBAIBHvCVglNw7WwFIqicPnyZaLRKPfcc49pUmU8r9ZDlo1Y2tbWtmkszR8R4/V6940YEy7FgjcKQny9yTAaYMvd7crlcly9epXFxUVOnTpl7nZtFxSmI2kssmwKLwCX3YKma8ytpk3xVc3CKUkSbrcbt9tNe3s7uq6TTCbNADI5OYmu6xsCyG4s0tuJMShd1y7EmEAgELwx2C6huVm8jEQi9PX14fP5uHDhwgaXwlo7FBYfq1QsTSQSZiydmJhA13XTuGM3Y2nxeW3mUpwvxhKJBIFAAIfDIcSY4JZCiK83CUZWznAzLGeRWltbo7e3F7vdzoULF3A6nebftgsKFnmzv0vIRa+70+AiSRIejwePx0NHRwe6rhOPx80AMjY2hiRJBQHE4/HsqRjLn4UiSZIQYwKBQPAGoJyEZnG81HWdsbExRkdHzd7p7Z6303hVzvMlScLr9eL1euns7CwZS2VZLkhsut3umybGXnvtNe69914URTHLO8XOmOBWQIivNwHGAmps22+3IOm6ztTUFENDQxw4cIBDhw5tEAfbia+OOicD83GSWRW3fb2ZN5bOYbVItAUKRVytkSQJn8+Hz+ejq6sLTdOIx+OEw2FWVlYYHR3FYrGYYsx4z7tBKTFm9AQYO2OwHsDdbrcZOETAEAgEgv1LJQnN/HiZyWTo7+8nlUpx5swZAoHApq+x2ztf21Eqlq6trRGJRFhaWmJkZASr1VowIma3YmnxeZVyKi52KRZiTLBfEeLrDY4RHF566aWyrG7z68/vvvtuc5ZIMdsFhZ56N3e0+bg8F0fVdHTAZpE43eGno85Z8NjdXqxlWcbv9+P3+4F1oROLxYhEIiwuLgLwyiuvEAqFzIyey+XalXPJt9+F112xnnvuOe6//34cDgeyLJd0UxQIBALBzafSvmkjXi4vL9Pf308oFOKuu+4qy/I9Pz7uJA7UIobIskwgECAQCHDgwAE0TTMHPs/PzzM0NIQsyzidTlwuF3V1dQUVM7Umf1ewVMWJ0YMnXIoF+w0hvt6glLK63U7kRKNR+vr68Hg8JevP89nseGZZnSzxwOF6DtS7mYtlkIG2oJP2oLOg7PBmLHxG2UQwGKS7u5tnnnmGI0eOEI/HmZubY2hoCIfDYWbz6urqcDgcu3Iu+QHDbrebgynzyxQNMZZv4CEChkAgEOw9RkKz3L5pWF/n5+fniUQiHD9+nI6OjrKfdzN3vrZDlmUzRsL6tbl06RKqqjIzM8Pg4CBOp7Mglm51X1EJW5VjipExgv2OEF9vQIybd8NdaTurW13XGR8fZ2RkhMOHD3PgwIFtF6BygoJVljhQ7+ZAnrPhZq9/swkGgzQ3NwPrJiNGNm9qaoqBgQHcbndBaUWtAghszN4V74yVEmNiMKVAIBDsHcUJzXKFVyqVYnV1FVmWOXv2LD6fr+zXrLX42m0sFgsOhwOHw8HBgwfJ5XLmiJiJiQmuXLmCx+Mp6L+22Ww7es1yRaxwKRbsJ4T4egORf6NertVtJpPh0qVLJBIJ7rvvPrMHajtqFRT2i2jIPw+r1Up9fb1ZcqkoihlAxsfHicfjZgAxgshOAshW1zFfjBmPMxq8N6trF2JMIBAIaoemaSwtLSHLckXW6wsLC1y+fBmr1UpnZ2dFwgtej0u3aqy1Wq00NDTQ0NAAFMbSsbExLl++jNfrLYil5ZRiws6uiXApFtxshPh6g7BdDXqpna+VlRX6+/upq6vj/PnzFQuI7YZGZnMaVstGd8NKjrMfsNlsNDY2mv1y2WzWDCCjo6Mkk0l8Pp8ZQAKBQNkBJJ9ydhuBTcVYNpsFSgcNIcYEAoGgMvITmuPj4/h8PrN3eCs0TWNwcJDZ2Vluv/12FhYWqh6rUkv2KtZudt6lYqnhpDg8PEw6nd4QS/MrQSp5rUrPdyuXYoDl5WWamppwOp1CjAl2jBBfbwCM4KCq6pZWt8bOl6ZpjI6OMj4+XlH9eT5blTFOhlNcmlllOaHgtMocbfJwpMmD275RBOxGcJmPZZiOptF1aA04NvSZ7RS73U5TU5M58yyTyZgBZGhoiEwmU1EAqdZKuJQYM/7LZDJCjAkEAkGVlEpoliNeEokEfX19AJw/fx63283i4mJVwudW3/naDrvdTnNzs1nyn06nzVh69epVstksfr+/IJbmCyTYPcfkYjE2NDSE1+steF2xMyaoFiG+bmHy3Xy2a/41AkcqlaK/vx9FUSquPy/1+sVMrCT51uAyyYyCz2nl2mKcZ4ZXaPE7ONtTx4kWL511rzsJ1rKmXdd1XhyP8v3xKImsigQ4rDJ3dQZ46HAIi7w7wcfhcNDS0kJLSwuwXuNv7IwZASQQCJgBxO/3FyzStXr/m81CMcRYfpmizWYT9rsCgUBQglIJTVmWS5bu5zM7O8uVK1fo7Ozk6NGj5jq/Wdn/duSLr1qs0fu9ysTpdNLa2kprayu6rheIsdnZWXK5nBlLy9mBrBXGfUq+rX3xyJhiMSZGxgi2QoivW5RqrG5jsRjXrl2jubmZEydObLudvxWlsoC6rtM/s0oqm6M75GJkOclyQsFukViOZxmYizO3muZtxxoKBFitmI6meXEsgttmMWeJraVzvDIRpS3g4Fizt+avWQqXy4XL5TIDSCqVMgPI9PQ0qqoWiDHDvKPWC/VWYiydTpuPEWJMIBAItk5obrXzlcvluHr1KouLi5w6dcqsijAod9esmFqKr1ttTZckyYylbW1t6LpOMpk0Y+nk5CQAly9fpr6+nmAwiM/n25X3acTN/B76coyxhEuxYDOE+LoFqdTq1hgyvLKywh133EFra2tNzqM4mGRyGktrWfwOmbWUwvxqBp/DilWWWIpnqHNZyeR0rsyt0RF0muKgVtm4yXCKlKLREXxd2PmcVpYTWcZWknsmvvKRJAm3243b7aa9vb1kADHe/9TUFHV1dXi93l0tpYDSYiwcDqMoCu3t7WIwpUAgeFOxXUJzs92rtbU1ent7sdvtXLhwoeRcq2rjnPH6uVyOa9eusbKyYroEVjOPci92vnbrNSRJwuPx4PF46OjoIJvN8txzz1FXV0c0GmVsbAxJkgquj8fjqemO4WbHEi7FgkoR4usWohqrW6P+XFEUuru7aya8StU2W2WJTHKNsak50HWmkzZsNisZXSarSYyuJOmuc7GSUMjkNJy2QuOInZLTdEpVFsqShKJubrO/lxQHEF3XTeMTwwFKkqQCK95aBZBS55IvxpLJJMlkktbWVnNnzBhTIMSYQCB4o1JOQlOWZVOYwXrsmJqaYmhoiAMHDnD48OEtb853Ir5efvll7HY7R48eZW1trWAeZSgUKmuG1httzTbeT2dnp5lMXFtbIxKJsLKywvXr1wvmkBlitZrrUGl/mXApFmyHEF+3CMWzu8oZBmjUn3d0dOB2u6ty4NvunAxUVWVocBDL2jyeugbsNisD1yPEEllyqo5D1pleyLAUsXN3d53Zf1XLxabF70AC0opqCjtF1VBUjc66jdnI/YCxMybLMqdOnULTNDOALC8vMzo6isViqUkA2Q5d181SifydMU3TyGQypNNpIcYEAsEbhkoSmvk7X4qicPnyZaLRKHfffbc5lmQzqu35mp2dBaChoYEjR46Qy+VMp8BSM7SqtW2/FSkWs5Ik4ff78fv9dHd3o2kasViMSCTCwsICw8PDWK3WDbG0ktfaiWOlEGOCfN6438w3CPnb10bN8XZfyFL155cuXarpLk/+OSQSCXp7e5FlmR97+zm+PxnjmWvLZHUZ2eYk5LNS77Kg57LMr6ZZnJ3hxefnzMVP07Sa1LQfbHBzotXH5dk1nFYZWZJIZFWONnk42rT3JYflkv/vIssygUCAQCDAgQMHNgSQa9euYbfbC3bGKi092Qwj62tQ/FkzxJiqqqiqusHAI7/JWAQNgUCwn6k0oWn0bUWjUfr6+vB6vVy4cGHL3ab85+bvmm2HqqoMDAywuLgIQE9Pz4Zqk+IZWpvZths7Y7D/DTeqYSuTsWAwSDAYpKenB1VVzViav3OYL8YcDkfJYxnXrRZuhluJMcOl2BjKXV9fL8TYGxQhvvYxxTXo5dzUblZ/XsveKuN4mqYxPz/P5cuX6ejo4OjRo+Q0ONGiMR9Lk8iqzK1mSGRyTGVy2CwyoaCf07c3cWeXi3A4zPLyMqqq8vzzzxeUT2y2CG6FzSLzjhONdNU5GV5MoOlwqNHNbS0+3PbqzUX2gkoCyOrqalUBZDu2E8CbzUIxGtSNvxsizAgaQowJBIL9QjUJTYNYLMbLL7/M4cOHOXDgQEVlaOXG33g8Tm9vLzabjfPnz/Od73ynrOcV27bnGz3Nzs6SzWZJJBKoqkooFNo1c4q9otL7mfwKElhPUhuxdGpqioGBAdxud8HOoSGsd9vW3jg/o+JkeXkZSZLwer0FI2Pyk5yi4uTWRoivfUo5s7vy2a7+vByb3EqZmZlhdXWVO+64g+bmZgbn13htMspKIsNCNMVUJEO920Krf10MWCwS87EMa2nV3N1pbGzklVdeofPgEYamV+ibnoDsAJ0hN431IXMRLHcAtMMqc7ojwOmOQEXv5WYuYpXs+lksFkKhEKFQCKgsgJRzHpVk9jYTY7lcDkVRCsRYvuOTmIUiEAhuBtUkNGF9luPc3BzpdJr77ruPYDBY0euWK75mZmYYGBigq6uLI0eObJhpVQnFToG9vb1YLBZisZjpFGhUT4RCIdxu9y15M1/tOVutVurr682SUUVRzFg6Pj5OPB7H4/GYJlg7ea1KyLe1t9lswqX4DYoQX/sMYybT8vIyoVCorC9UOfXntdz5WozE6J1eI5qzcOLoUWKSh+RygmeuLSMBzV4HmWyOaEohllJo8NhABl0Hl81CKrfehxXPqFxfTNK7LDEgJcnpTmSbC6waFknHpyiMjo6STCYLyifKmXp/K7GTf5dSAcToAygOINsJWU3TdnRdhRgTCAT7FU3TWFxcxOFwVNQ3axgi5Zd7V8p28Te/zPD06dNmX1c5zy339W02G36/n66uLtOcwqg+GR0dLeiHCoVCJV0b9xO13o2y2Wwbyjjze+oAXnnllYKBz7vVU5ffAiBGxrwxEeJrH2Fk5eLxOBcvXuTtb3/7tl+eaDRKb28vPp9vy/rzaht+ixmemOHL37nKckamMRRgcCnNteU5bLKEJMPBBi+qquKxW3DaZCLJLJa0hMdhQQIsEmRzGoPzcfpm1piPJnh5UceXWeVoo4fjLT5UTWMqkqantYWztx8nk8kQDofNocWKouD3+00x5vP5bukb+FoN0IT1ANLY2GgG7/wAki9kSwWQWp4HbC/GgJJNxrfyv6VAINhf5JdGDw4OcuDAAdxu97bP0zSN0dFRxsfHOX78OJqmsby8XNU5bCWgjDJDq9Va0qq+lonTfMFimFMYvcXGrs/s7CxDQ0M4nc6CcvZyKyj2it3uX7Pb7TQ1NdHU1EQqleKFF16gs7OTSCTC0NAQmUxmQyytVVJ4qyqUcsVYcfm/EGP7CyG+9gn5VrcWi2VboaTrOmNjY4yOjpZVf15pw28xmqYxODjIt6/MknOH6HYnCfrthEIeIkmF74+HOdzoYSaaQlFVFlfTrKUUNB00XcNhsdIacBJOKMTSCv0zMVQN6lxW7DJ0BJzMxTIE3TY66lwE3TaGl5Kc6vCjSlaiko+U100o1EmjEzKJGOFwmKmpKTRNIxgMmmJst6zZd5PdOt/8AALr5TNGH0BxAEmlUlX3i5XDZmIsfxaKJElCjAkEgppQanZXOTft6XSavr4+stksZ8+exefzmbGmGjYr+zcciYvLDPOplfja7v7AEBEHDx68ZZwU9yrOGztRLS0ttLS0AOs9dcY1unr1KtlslkAgYF4jv99fdewqNr/ais3EmHAp3t/c/G/Pm5x8q1sj25F/c1rqy5HJZLh06RKJRIIzZ84QCGzf37STBTyZTNLb2wuAq+kArapEJpo2/17ntpFWNF6ZjNLkc6DkNIYX46ymFCRZwipJLJMlnlYJeWxoOqymc/TUu5lZyaLpYLfK2K0y87EMHXUuLLJETtNYXMvyvdEwc7EMkrReutjqd/C2Y43ccWNocTweN2d75FuzG2KsVm6Au0Wtd5y2wuFwbBpAYrEY0WiUaDRakwCyHaXEmGHiMj09zalTpzaIMcNNUSAQCLai1OyucnqfFxcXuXTpEs3Nzdxzzz2myChXuJWiOP6qqsrVq1dZWFgwHYnLfe5OKPc45Tgp+v3+gl2fvU6S7WXcLPVaRk9da2sruq4XGJxMT0+jqqpplhUKhfB6vWVfI03Tqn5vlbgUCzF28xDi6yaiaRq5XK4gK5d/M1oq+2HUn9fV1XH+/PmyjSiqNdxYWFjg0qVLtLW1cfz4cUa/P00ykS0ICMlsjrSiIksSNlliVVFJZHNIkkzAacVtl8nkdBRJw2Wz0FHnYjW17o7nda7vfCWz689X9fXFIpLMcqzZy8WpVebXMhyoXxdkqqYzEU7x/fEo77y9EUmS8Pl8+Hw+urq6CqzZS7kBhkKhN135xFbkB5BcLofH48HpdBYEkPxs3m6WeBqlEgbGDvBmO2P5booCgUAApROaxhqxVRzUNI2hoSFmZma47bbbaGtrK/j7Tkr38+Nlfpnh+fPnt00O7sXO13Zs56SYy+UIBAKEQiEURdn3/WKVUo4TsNvtxu12034jKZxIJMzE5uTkJLqumwYnhonHZses1PxqK7ZyKTbEWCQSwev14vP5xMiYPUKIr5vAdla3pRyONE1jZGSEiYkJjh8/TkdHR0VfjEoX8PxAdPLkSXOn5HiLj3++uohFff1YY8tJHDaZ+w4EmYtmWIlnsVss2Cw6FlmiNeAkq2qsJnJo6Jxs9fLaVIxYOofbbqHBoZNUVCJJhZ56N9eXk9R77HQGXTw7EqbF7zCHMltkiWafnZnVNJGkQshTKKRKWbPnL4ADAwOmAYVht3uz2csM3nbn4XA4aG9vr0kAqZb8THW+GMv/3hhizBgKnW/gsR+upUAg2Hs2S2gabCa+EokEfX19AJw7dw6Px7PhMbXY+SqnzLAUe73ztR3FTorJZNLsyzb+N5FImHFiMyfFaFJhIpJCArpDLgKu8pLJxnu5mTtfW2HYxHu9Xjo6OgoqdCKRCGNjY0iSVNBTl3+NdrLzVc65FYuxiYkJ2tvbC0SXGBmzuwjxtcfkZ+WgtNVt/s4XrGeZ+vr6yOVyZv15pVSStUsmk/T19aHr+oZAdLLNz1QkxXOXl4iqGVbUOIqm0Vnn4nCjj0aPk/HlOIqiYrVYkGXI5DRyqo4KnGj2cWe7n3ROo3c6hqbmsMvgdNkIumwcbHBzsMHD0SYP2o0MjaXo+lhkCU3X0cqIIxaLZYMboLEAjoyMkEwmARgfH6e+vv6mOSnuh0WtOMBUGkCCwWBN+u02q3cvV4wV94zth2srEAh2j3Jnd5WKg7OzswwMDNDe3s6xY8c2FUQ7GddiuAtGo9FtywxLnXMt2M2beY/Hg8fjobOzkytXrmCxWHA6nSwtLTEyMmI6KRqtAE6nk++PR3lyaJloat18Keiy8cixBs4cCJb1untZMbJToVeqQmdtbY1IJFJwjYzEpjE3cy8wvhM2m63A2l64FO8uQnztIfmzu/IzD8XkZz8WFha4fPkyzc3NnDhxomphUG7WLr/M8NixYxtez2W38NgdLVjX5khhp7uzEYsEz46ssBBL8dJYlPFwimRGRWfdUONAvZtcTifosvG24w1IksS9XUEaPHauza8Sm4O3n2zicJMXv/P1j6SiaoQ8NpbiWTrqXi9jWIpnafQ6CLrLz5IZ2Gy2AgOKRCLBSy+9RCaTYWBgwCyfMAJFJXXa1bJfdr62a/ItJ4DkD7I0+u0qfW/lNhvnizHjs61pGtlsdtO6diHGBII3FuUkNA3y42Aul+Pq1assLi5y5513biuIqi3/SyQSjI2NkcvluHDhQsU9yPmvu9O1ay8EiyRJOJ1ODhw4wIEDB1BVlVhs3SBrZmaGwcFBoqqDZxetuJxOuuu9WC0WFmIZvjmwSLPfQXeovGu0lztftbwPkGXZnHVquE0a7RILCwvE43GGh4cJh8NmLN3NUs5S1vbbjYwRxlg7Q4ivPSDf6ja/pGozjL8NDw+zuLjI7bffTmtr647OYbvAoWka165dY3p6etvXs1tlDgRtuN0uFKeNi1NR5qJp/rY3QiSRxSJLyPL6661lVC7NrnGs2csPnGjgWNP6LppFljjU6KHDb8WxpHNXZ2DDNbFZZO7pCvLMtWXGlpM4bTIpRcPrsHJPVwCrvPOF13D3O3bsGFarlWQyae7sFA+i3C0nxZvZ85VPpSJwuwBy7do1czaOsTNWzo2HMVi8EvLdnoz3AkKMCQRvZMpNaBoYu1dra2v09vZit9vL6rvKf24lzM3NcfnyZXM3oxrzp/zYXevZVntBfkIO1kXv37wyQWZ2BX92janJFez29dlrcymJyzOrZYmvW2nnazuK2yVefPFFmpub0TTNFKyG9b9xP1JLZ+KtYu52LsXG+QsxVhlCfO0ypaxut/sSJxIJAGKxGOfPny9rJsl2bBU4UqkUvb29aJq2ab17MZIkMR7JMjS9BLqOBKylFTTAJknYZHDareRUDV2HBw/V8djJ5g3v3fh5s8XtYIMbl62JocU4w4sJVFUDXWchlqHOZatq92ur92SUTxhldsbOjuGkmD+IslZOivtl52un2b1S/XbG7BgjgOSbn2wWQCqx2d2MUmLM+C+TyWwZNPbDv4VAINicShOaBpIkEY1GGR8f58CBAxw6dKgiS+9yxZeqqgwODjI/P8+pU6dQVdUc1Fsp+8FwYysqjV9WqxXJ4aYuqNBZ7yanqqRSKdKpFMm1JBcvR2nJzpTlpLhfe75qgWFgApjW/9FolKmpKQYGBnC73QWxtFzztVJUY20vRsbsDCG+dhEj615JcDAacmVZ5vbbb6+J8ILNF3DDVrelpYXjx4+XXdaoA1cWU2RsVqySzHwsjVWWcdglLEh47RaQwOe1E03lqHPZTNOMksfbIri0BpyMh1PE0jk0HWIZlaeurTC4EOexk800eHfuXrhZf4AxiLK7u7tgEKXhpFirQZT74Ya/1k2+FouFUChUEECM61cqgASDQex2e03EVzH5pUjFgykzmUzBzphR1261WoX9rkCwz6gmoQnr/b4rKytkMhnuvvtusw+4XMot3U8kEvT29iLLsrmrNj8/XzOb+mqp1XEMhhbivDIRZTaWod5j556uAHe2ldeP3h5w8P0xDVXTsVos+LxeXG4PQT3BAydCtPq1AifF/OoTn89X8/eyHXstvopjYLH1v6IophHW2NgYly9f3tEctp3E3FJizNiRVhTFfIwYGVOIEF+7gJGVM5p/ywkOuVyOgYEBlpaWOHXqFFeuXKnph7M4a2eUGU5NTXH77bdvsNUtZmktw+WZGBORFF67hemZFK/MZXF5JMKJHGtpBVXXUbIadosMkgVNg0RWw26VaQuWrlcu5z2uJLK8OrmK12Gl/oa7oabrjC4l6JuJ8cixhgquRPXkD6IEajaIcj/tfO3meVit1g3mJ/kBJJFI4PV6AXA6nSiKsqNs3lZsJcbS6bT5GFVVsdlsuFwuMQtFILjJVJPQBIhGo6abYXNzc8XCC8rb+Zqbm+PKlSt0dHRw9OjRgj6amy2+aknfTIyv986TyqkEHFZGlxJcX04ST+cIlnGut7f6eG0yxvBSwozpK4ksPfVu7uquJ+CymU6KiUTCbAUYHx83TZ6MqpO9iJ+76T5YzevZbDYaGxtpbGwECuewjYyMkEql8Pl8pmgNBoNbJtY1TauZ0Vg5xliZTAar1YrX633TjowR4qvGVJOVi8Vi9PX1YbfbuXDhAk6nk6tXr1btrFSK/Kyd4Z6oqirnzp0zb3g3YyGW5on+eRbXMvidVq4txLk0kQQkvF6JeEYhmlSQJYmsopFTVSwSIElIwPlDIW5v82/5GlsFl/lYhngmx6GG13cBZUmizm3n+nKStxzRS/Z/6bpOVtWxW3bHIrXUIMpoNEo4HK5oEOV+Cay1birejlIBJBqNcv36daLRKN/97nfx+XwF16+SbF4lbCbGRkdH0XWdQ4cOlbTfFWJMINh9jITm3Nwc165d48KFC2V973RdZ3x8nJGREQ4fPoyiKGQymarOYaudL1VVGRoaYnZ2ljvuuMOch2VQScliMYb4WltbY3JyEr/fTygUqqrnpxaxRlE1vjsSJqfpHG5Yb1FoZD1Of+96hLc2amzXuBBw2fjAvW08NxpmaCEOwIOHQ1w4GCqwm8933O3s7Nxg8qQoCt/73vdMF8XdMqbY6wRppbG4eA6bMbsrEokwNDREJpMpuBfx+/0bSvL3an6nrutMTU0hyzI9PT3mrtmbbWSMEF81xNjtKjcrZ3wIh4aG6OnpMW/wYGe2tqUwFvClpSX6+/srck/snVplaS3D4UYPsiQxF03jtMqoOizHs2iajssuo2k6siShaBrJrIrTbuX+AwF+4S0HNjXHKOcLZrkh4nQg/9GarmO/8TeKft8/s8ark1GiqRwht417ugLc0ebb1S+03W4vcFLcahBlcfnEflho9jq7V4xx/ZaXl80ZMqUCiJHN282xAIYY03Udm82G1Wo1M3j5O2NCjAkEu0t+QlOWZdNcYzuy2SyXLl0iHo9z3333EQwGGR0drcmg5HySySS9vb1IkrRpj/ZOZoQBLC8vMz09TX19PdPT01y9ehW3210gOrZLTNVqXQonFJbjWRo8hVUJDR4bE5E0kbRGYxnHafDaefepFjK59X8Ph3X7m/98k6dgMMjly5e57bbbCvqKnU5nwXWpRfXEzS47rBSHw0FLS4s5n3WzexHjPgTYs8Sr8T0y4iawYWfszdCLLcRXDSi2ui3nBkxRFC5fvkw0GuWee+4x+2IMdkN8GcYa5ZQZGuRUjYlwijq3HVmSUPX1gch+h0w8qyHJElZZJqvqZFWNBp+doNPKairLw0ca+NkHu3Hatr9B3iowtQed1LntzK9mzPLFbE4jmsrxliOhDb1kL41F+Kery1gkCa/DwlQkzWQkRSancV93sKz3XQu2GkRpNF/X1dVhsVjQNO2mi7C93vnaDKMEYrMAEo1GuXr1Ktls1gwgRjav1uevqipOp3PTnTFN08hkMqTTaWRZRpZlvv3tb3PgwAHuvvvump6LQPBmI79830h2lBMXV1ZW6O/vJxgMcv78efMGfCciqFRMnp+f5/Lly9vOCKu2dFBVVTKZDNPT05w+fRq/f72CxCh5D4fDjI6OkkqlzJ2NUCi06Vq41TkksyrZnIbPad2yP9thlbFaJLKqXrDDlVV1bBapYhfickTXZsiyvKGv2Lguxb1QoVCo6uqJmyG+avl6pe5FjFhquDpfuXJlQ1/dbqGqaoGgKseleHJykv7+fn78x398185rLxHia4cYHxLjQ1POzV8kEqGvrw+fz8eFCxdKmjTspEyhmHQ6zbVr18w5I9uVGeYjSxI2i0RGWS+jtEgSbruVpdx6SZ8ka+gSeGwyNotEp9+KMxvDbVFpUhQmritbZqDK+YL7nFYePBzi6WvLDC8mkABZljjW5OF0e2E5YzKr8tJ4FKdNptW/LtRCHphdTfPiWIQ72nxlicFak++k2NnZaZaRhMNhFhYWSCQSfO9739swiHIvudk7X/nnUep7VBxA8rN509PTqKpa8xltm9XC54sxeL10Q1VV/vAP/5B3vetdQnwJBFWy2eyu7cSXruuMjIwwPj7OsWPH6OzsLPie7iSpaQgo47/BwcFNyww3e24lXJ1e4R9evEwkoXHqcAcW1+uxrrhkO51Om4m9S5cuoWmaWSEQCoW2HJGSyOR47nqEgdk1FE2nwWvn7IEgt7WWNs8Ium0ca/Lw0vgqbrsFh1Ump2pMR9McbfLQ6FYqep/VUup6lmoFiEQihMPhDeV3W4nUUq+1l86Ku10GmO/qnEqleOGFFwiFQkSjUTMxvJsjdgzxVercoLQYe+mll/if//N/CvH1ZsfIeq+trfHss8/y9re/fdsvi67rjI2NMTo6ypEjR+ju7t70A12rnS+jzDAQCJDL5SoSXgCqrhNy2xiYW8Nmlan32GkLOLg0qZHIaLS6LSiqhoSMXVZYja7S0lbHkaCPoA++M7HK2pVl/HKGo01eOprrzQxU/vXaLjCdaPHS4LExHk6tD1922+lpcG/Imq0ksqymcrQFCoVLyG1jMZ4lnFRoC+y9+Com30nR4XAwOzvLwYMHCwZR5pdPGE6Au8nN3nkzKKfkQpIk3G43breb9vb2gsZsI5un63pBAPF6vRW/v3JnjuU7PiWTybLGNQgEgo0YJUhG/Mv//m0VF9PpNH19fWSzWc6ePWuWU+Wzk7hqnEcikaC/vx+g7FEwlYqvf3ptlD97cQxsTtSclfnhGKNrE3zg7mZaAxuTck6nk7a2tgKTCkOMXb9+3SzhcjgcpNNpM7GnajrfuLJI//QaIY8Nj93CTDTN3/YvYLXIHG0qvY49eryR1VSO0eUk2o240RVy8dgdTaxMrZX9PnfKdut5cS+UkbAz4qyqqgUidbMYsdfiC/auDNAQel1dXXR1dW0YsXP9+nXTbMy4Vm63e0fXYzPxVUy+GHujxVUhvqogvwY9Pxu2FZlMhv7+fpLJJGfOnCEQCGz5+J2KL03TGBkZYWJigttuuw232226PZXL3Gqav780x8hCgrloislwkgavg1a/g0aPFU1TkKT1Btx0JoPXoqO6vSxlrESXU7w0qWBBwmH3Y5clckkZ62qKubkrpn1sMBgEymsEbvQ5aPRt3WTstMrYrTLp3LrLokEmp2GzSBvE2n4wuzAWv82cFPOdAHdaPlHOedxsqql3L27M1nWdeDxu7oyNjY2ZLllGECknm1dukMgn37VRIBCUR74r2mZ905vFRWNkSlNTE/fcc8+ma+NOd74AXnzxxW3LDEu9bjmxRtM0eq8M8dXvT+MPBDnaVs/U9DT+gIOpSIqnrq3w4/e1b3uexlrY1dVljkgZHR0lkUjwwgsv4HK5qKurIy57uDqXoKPOidu+vs75nFauLyd5dTK6qfiqc9v4yNkORpaSRJIKPoeFw00eXDYLK2VdkZ1TjSAqrp7YzEnR+M8QGXsZG43P516JveJ4W2rETr7JycjIyI7nnVbjrphIJIT4ejNjBAcjI57fMLjZh2l5eZlLly5RV1fHhQsXyrpp3kltupEBVBTFdDOMRqNlHS+eyYEOsgx/9N0xBubXcFgs2K0WLLqOqmvc1uaj2ZrkydEcFnQCUhq/y4LV6WEtozK8GCOVWx+8XOe2csjrwSZLzKZkjrgbeevp20inUoTDYcLhMAAvvfSSWbu9k+HFjT4HBxvc9E3HsFtcOG0W0orKfCzDvd0B09Z2v1G80FZSPrHdIMpy2e9lh5UgSRI+nw+fz2fegJQKIPk7Yy6Xa8P7r1R8GQH9jRQkBILdplyXYCMuGmtEpSNTqhVfmqYxPDwMwIkTJ2hv31oAFVNOG4ERt4eXM9h89RxqCdx4LshINPnsjC4liWdy+Jzlm0jk71pomsbBgwdNwXF1dJKpmSzWlIPUjUoCp9NJwGVlPpZBUTVsltJrsc0ic6Ll5iWZdpo43c5JcWRkBJvNZiZEa9mDvxV7vfO1XbzNNzk5cOAAqqoSi8UK5p06HI4CMbadE2e5FSX5vNGSmkJ8lYnRz5HL5QqycsYHqNQXM3/36fjx43R0dJR9c1ttkFheXqa/v5+GhoaCDOB2x1uOZ3hhNMzIcgJN11lN5nhtKkp7wInfZUXVdCJJhWxWJ57OkdUk4hkVN6t01PsJBAIMz68xv5bBa1/v/9I1nflYltVkjiNNHjwOKxPhNPGMSiCv5vjpp5/mxIkTxOPxguHF1ToW/cCJRtKKythKipy2bkN/otW7Z/PAKqWcDN5m5ROlBlFuVT6x1Tncyjtf21EcQDRNMwPIwsIC165dw263F+yMuVyuqjJ08Xi8ZMmTQCDYSHFCc6t1Kz/eptNpent7gfXyv3ISHtX0UhtuhsZNsZEQq4Ttyg5XVlbo6+ujoaGBk3cc4fsvTOc/Gx3d+L87wnCZM/rF9EAbQ9kp3HaNXDbN/Pw8qqqypjvoCHlJJeJYd9l8YSfU8rxKiYzV1VUzRqTTaV588cUCkbEbcyj3euerUiFksVgKqnRUVTWrdKanpxkYGMDtdhckNotbJqqpKInH40J8vdnYKitn/H/jbwbGLK1cLrdp/flWVCq+8huNT5w4QUdHR8Hft1r845kcf9s3x8RKikavHVmWeXZ6hdWkwuEGN7IkIVsk6j12piMpJsMpcqtRvJYcsjuI1ekmls6xEM9gkcBhtbCWzmG3SPicVpJZlYVYBq9T5XBj6fp4n89HY2MjPT09JR2LfD6fKca2sxivc9v4V/e1MxFOsZbOEXDZ6Aq5tnRhutkug5VSSflEKBQquatT6hz2Q5DdDfFVjCzLZtlrT09PQaA1eu4cDgfZbJbV1VU8Hk/Zc3XeaLXpAsFusFlCcyuMdd9I0lVT/ldJXF1YWODSpUu0tbVx7NgxvvWtb1W1Xm8Wf3Vd5/r161y/ft1M0CYyKo1eO7OraTrrXEgSaJrOYiLLfV0+vI7qbttKXdsD9W666j1MRlJ0hhpoapKZiyRIxpJ0OLNcvHjR3DnbaVVKrdntlgGLxWJW49hsNqLRKK2trWYZu3Ffkp+wq8Xok1K9jrvJTuOtxWKhvr7eHFye3zIxMTHBlStX8Hg8BdepGvH1RourQnxtQzmzu4oX9IWFBS5fvlzRLK1iKsnQpdNp+vv7yWQymwq9rY53bSHORDjF4UYPFllC03UCLiuLaxnGVpL4nDaslvWhxiklR2xlHr9V52CDm7qGIMtrWXKqhk2WCTptWGUj0EhYJG7M6NJJKho+hw2f01pwXsUUl9wZAwPD4TADAwNl7fLYLDKHG2+NL+pOm3krKZ8wrlmxkNjrUoetqKYkYafkB1pYDyCrq6v09/ezsLDA2NgYbre7IICUMkAxhPAbKUMnENSacssMSz0PYGhoqCyXwWIq6b0aGhpiZmaGkydPmuMujL9VSinxlT+HLL8P3Ou08s6TzfzNxTkGF9ZYi6tYMhmOtYd469GdVW8Un4PDKvPDdzTzzSuLTEXTZHMaAZeNHzrdxUNH6pHQN5SY7cYcrWrZy74oi8VS4DC52SBj49pUO/pkrytQqqnu2IpSLROGGBsdHSWZTAIwMzODoihl968nEomKv+/7GSG+NqGS2V2G+Mqfcn/77bfT2tpa9euXm6HLLzO8++67t2w03izorCSyyGDO9pAlCa/DSjanMbGSxGqV1+3d0XHJGnedCBFwO3l2NMyhRg+Hm7yoms5aOsdsNE3AaSWT00gpKsmsiqrpaECL105Pgwu56DpuV5KRP++peF7W+Pj4vs3MVcJelU8YuzpGw3V++UCtz6Na9mLnazusVquZybvzzjvNzGexAYqRBAgGg9hsNtLpNKqqirJDgWATyklolmJtbc00jbr77rs3zMYsh3LiajKZpK+vD13XOXfuXEG2vdpe7OIYt7q6ysWLF/H7/QVzyAzu7a6j0evg0kyMS0NxDrf6eeSuA3islb12OJHl2mKCbE5Di+dodG58fovfwYfu72AmmiaT02j02qlzG+cjFVQIlFOVslfspVlWqQRpqTmUxn3J9PQ0mqYRCATMa1NuK8Be917vdry12+00NTXR1NQErG8WPP/886iqyrVr10in0wU7iJtVNr3ReqmF+CpBsdVt8UyfYiwWC/F4nEuXLiHLctn2s1uxXZAoLjNsb2/f8hzzXRmLH+d1WNF4fYFRdZ1kVkW7sbjpOig5lZym4/fbuXDqOOnIAhOLFmaiGTRdR9ehp8GNhE40ncNlk7HJsMZ6GeC5niA+p43O0EZhlMrBwlqWkGTD79z6I1k8L8vY5QmHw/syM1cOe1k+Aeu7OvkugMYgSlifQRcKhWqaCauU/SC+jPPQdR2LxbJhrk6pbN5f//Vfo6pqVdm5Z599lt/4jd/g1VdfZW5ujq997Wu8+93vBtYHsv/qr/4q//AP/8D169cJBAI8+uij/L//7/+7pcHA5z73OT7/+c8X/O7YsWMMDg5WfH4CwU4xZvPNzMzQ0dFR0W7X9PQ0g4ODdHd3k0wmq17Tt4urxWWGxetgtfM3841CpqenGRoa4tChQ/T09Gx6Dbrr3XTXu2lVZmho8FDntpHNZst+zb6ZGF/vW2AlkQEkMqkE7V6Jlq7sBuMpqyzRXSI2F7NVVcrVq1dRFAWr1YqiKMRisV0f1ruX9u/bvZbL5aK9vX3D6BNDqJbbCrDX8W+vK02M7+7Ro0ex2+2k0+nXDWCuXiWbzZrzOvN3EN9oFSVCfOWRb3VrfNnKzVRcvnyZrq4ujh49WpMP8lZBIpPJ0NfXt2WZYanjQelF5FCjh5DbxmQkRXvASTSdYymexWaRkSVQlBw2GTx2K1ld4rmRZc43y9zVbKX5YDPhpIJNlmgPupiMJPnb3ln6p1dxWW3c0ebnWLMXRdPpqnPSnGcVr6gar0ys8r0FicG+RfxuB0ebPdx/oK7sqff5uzz5mbniuuxy+8VuBns9Xyu/4RrWP09LS0tcu3aN4eFhMplMycVvr9hP4gso+XkpzuZlMhlmZ2d54okniEajdHV1cebMGd761rfy8Y9/fEMPZjGJRIJTp07xsY99jPe85z0Ff0smk7z22mt85jOf4dSpU0QiEX7xF3+RH/mRH+GVV17Z8ri333473/72t82faz2eQCAoByOuptNpBgYGyjafyuVyXL58mXA4zF133UVDQwNTU1M7mtW1mTmWUWa4VdXKTna+AC5dukQ4HOaee+4pe+dO1WFgIcV356eIp7J0hVyc7gjQ4N3cuTecyPL1vgXi6RwH691MhlMMRhQuLagMf3WAd93ZzL+4vcm0l6+WUlUpAwMDpNNpLl68iCRJZuw1BEet2OvZW5XEpK1aARYXFxkeHi4weMpvBbgZZYd7Lfbg9bjqdDppbW2ltbXVTNAYYmxmZoZnn32Wb3/721itVubn58nlcmXHsf2c1BSR+AbFNejlCK9cLsfAwADZbJbDhw9z+PDhmp2PLMsbTDzgdVek+vr6LcsMizHeS6nA0eRz8M6TLTx5dZEr82tEEgppRcUq67glFYfXgtvtRgMWYmm+dXWRlbCdZDzLo81Zbmv147qxiNd77dze6qV/MsLIUoJMTsdmlTkcdHKyzVdgW/vq5CovjEWQgBafjSwSL49H0XV4y5H6yi8alfeLlWuisJvc7OHGDofDLLE7d+5cweJnlE/sdFhxuRi7s3slkHOaTiqr4rZbzLJbg/x+lO1wOBx86EMf4q677uK5555jYGCA73znOzz11FOk0+ltn//Od76Td77znSX/FggE+Na3vlXwu9/7vd/jzJkzTE5O0tXVtelxrVZrQb+KQLCXFCc0K/ler66u0tvbi9vt5sKFC+ZabbFYaiq+UqkUvb29aJq2ocywmGp3vow+l3Q6zfnz58uOO7qu89q8wsjaGg116z3UL4xFGFtJ8a47m2naZO7ltcUEK4kMhxo8DC8muDgdI5tT0TQYWUrwlZdniKVzfPRs+Q7M22FUpbjdblN0GFUphqOsw+EoqEop1TdbLje77LAStmsFuHr1qtlTvJNrUg03S3yVek1JknDfGHlg7CA2NjZisVj4sz/7M377t3+b3/md3+Ghhx7ip3/6p3nXu9615Wvt56SmEF9UZnVrEIvF6Ovrw+FwmBmOWiLLMoqimD/rus7o6ChjY2MV29Ybx4PNmyvbg04afHamo2ncdhldVYinctSH7HjcbkAnnsytuy7FMmTrbSRzGs8Or7AQy/DoiSZzqLFVljnZ5uP2Nj/xTA6rLOEpcmhKZlWuzscJuKwodgmrRcbjsCGxHjhOd/gJuHZeLrhdv5hxDefm5qivr79p/WI3u9fKyLaVWvwSiYR5zcbGxgoGQm82H6ta9srpSdV0nhxa5tuDy0RTCnVuG28/3shbj9abIswYol7JucTjcTweDz09PRw8eJCPfvSju3L+q6urSJJkDinfjOHhYdra2nA6nZw7d45f//Vf31KsCQS1olRC07hJ2arUSdd1JiYmGB4eLlmat9NByfnPNYYzt7S0cPz48W3FYTU7X7Ozs1y5cgWAu+66q6Kb65lompFIjnq/ja6QG1VVafLaGFlK0jcd4+0nGks+L6uuG14pqs6l2TWUnIbTKqOqGpIEa+kc37m2wtuPN9BZtzsxr1RVyurqKuFw2HTB83q9phirxi1wP5UdVkJxK4CiKGbFzuzsLJlMhpdffrnmToqlqLXhRjmvV+59tiRJHDt2jF/+5V/mL/7iL/jzP/9z2tvbeeqpp8r6Hu7npOabWnxVY3Wr6zqTk5Ncu3aNnp4eDh06xPe///2aD+DLDzCZTIb+/n5SqRT3338/fr+/4uNttfMF8N3hFa7OxzlQ52B1ZZUlp0o4LbOY1GmQc6i6RlpRsVhkOkNuQh4rVkWmo97N6FKCYy0pDhW5C1pkaVMBlcyum3E0eG0s552X12FhZjVDIqvWRHzlU6pfLBwOm452w8PDOJ3OAvOOvegX28sM3mZs1uSbXz6RP6w4P5tpt9sLspk72U3cK/H1RP88X704j9Ui4XFYmItl+NILUySzOX7kzvVFdb/a4abTaf79v//3fPCDH9xyLbj//vt5/PHHOXbsGHNzc3z+85/nwQcfNEtxBYLdYrOEpvG9VlW15NpqOACura1x7733FpgBGexEfBniSVVVhoeHmZqa4uTJk2WbY1Wy86VpGoODg8zNzXHy5En6+voqvoFfXMuQ0cBje30dkiSJoNvG9ZXkpqKgLeDAYZEYX0mSVlScNhkJjawOQYcVqywxv5ZhKZ7dNfFVjGFiZFRZZLNZM6k3ODho9voYomS7frG93vnazZiU31McCoUYGRmhs7OzwElxt1oBbsbOVzViL5FIEAgEOH36NKdPn679ibG3Sc03rfiqxupWURQuX75MNBotqNneSTDYDGORX1lZob+/n7q6Ou66666qezaM91bqPKNJhWuLcQI2nYWZSex2O4+ePkRuYInpaApN1/HYLDf6sCQON3mxWnLo6DisMho6kWQWKP+m02234LZbiGfUguu+llFx2yx4dliLXg6yLJs3r6dPn0bX9ZvSL3azyw4rOYfibKZRPhEOh5mamjIHLOZnMysRsHsxYHI1pfCtwWUcVtnseWjzO1iKZ/nnwWXeerQBn9Na9YBlt9u9a+evKArvf//70XWdP/zDP9zysfkZvzvvvJP777+f7u5u/vIv/5L/5//5f3bl/ARvbrZLaBo/l4pD4XCYvr4+gsEgFy5c2HTd2KwkvxyMm0wjYVrucOb855dz02+UMhqOiU6nE4CcqvHKVJiXJyLEUjmONHm4cKiejk0EkNUiIQGaXni9FFXH77QgSRLxTI5UViXotpll/T31bu7qCvD3lxZQdR1FXS/ntsqGk7FqxvWbhd1uL6hKyXcLnJycBNjWoOJW3fnaCiPuFF+b3WoFuJXE124mNvc6qfmmFF/VWN1GIhH6+vrw+XxcuHChoHRgt8TX2toar732GseOHaOzs3PHs6CgdLYok1NZDkdR42FamxpoaGxAQuL+njosE9AWdOK2W1leyyBJMgfq3aTja+axNB3slsq+vG67hRMtXp6/HiGWhWxOJZlUCCcU7usO1HzXqxzK6RfLz8zVqvdpv4ivahbgzconwuGw6QJYiYA1duB2MxjMrWaYi2VIZFQyOQ0dcNlk2oJOYqkc87EMPqe1qiCxm45MhvCamJjgqaeeqngHPBgMcvToUUZGRnbl/ARvbspNaBaLp/yS+nJi3U7ibTgcBsDr9XLbbbdVVea23WsvLS3R399fUMqo33AE/nrfPM+MrPc5260y15cT9M/E+JkHDtBdv9Eh+UDIjc8uMbKSYSW3hq5reOwWElmVe7sC/MWrs7w6uUomp9HgtfPIsQbO9QSxyBL/8nQrug6zz02QUjQcFgnvjbC6msrR0+DmcNPOXJlLUa0hiVHu3tHRga7rZoVFvkFFvnnHXu587aX9e7EYKrcVIBgMFozbKfd8qxVD1VLN6+32/MybkdR8U4mv/Nld+T0u2z1nbGyM0dFRjhw5Qnd394bnWCyWqjNxpchkMkxPT5NOp6suMyzGMBApXrBUVWV6bJj0WoS6xmYaG193YLLKMvd213H+UAhJkkhkclyeXSOlqEgS6JrO3GqagMu2aeZuK+7pWp8J8o2FaZYSCn6PlfsPBDnTHdzRe60Vezlf7GaLr1oFl2JL9mIr4nwbWaO0JD/Q7EUWLpZWWFrLouk6Xsd6EEhmVUYXE3TWuczfVWPBa/R81RojOAwPD/P000+bpTuVntvo6Cg/8RM/UfPzE7y5qSShmW+YkU6n6e/vryjWVWO4oWka165dY2pqCqCkjXw5bLXzpes6w8PDTExMcPvttxc4pkmSRDgDL1wPE3TZCd2wetd0neHFOE8OLfGx890bjul1WLFZZK7OZlAWl1FVFbtV5uyBIP2za7w2tUrIbcPrsDC3mub/fn8Gqyxx5kAQh1Xmx+5pI5JU+PbgEvGUQjKnkk4q1HlsfOxcJ5Z94CpbCkmS8Pv9+P1+06DCqEqZnJxkYGDALG9fWVnZ1Z4o2F/OiuW2AuTfm2zVCqBp2p6O46kmxu/m/MybldR804gvTdOIRqNYLBbsdntZwiu/1yp/An0xtdz5MkovHA6HufjUiuKsXTKZpLe3F0mSeNf5kzx7fZXpSAqf00o8kyOd03jkWCNnD64LMk3T8Ttt9E2vshDJEE1o1Ftkzh0MmcGkEmwWmbM9daxNwMGj9TTXB/E6bs5HcrvPQrnzxarpF9sPPV+7FVyKBaxRPhEOhwvKJ4xrthfia3wluW6qoa03pVtkCacNIskcLruFFv96oKq256ua7Fw8Hi9YvMfGxujt7SUUCtHa2sp73/teXnvtNf7+7/8eVVWZn58HIBQKmbvwjzzyCD/6oz/Kz//8zwPwqU99ih/+4R+mu7ub2dlZPvvZz2KxWPjgBz9Y8fkJBKWoJqFp7HwZO0SNjY0VOfdWGm9TqRR9fX3kcjnOnTvHc889VzPDDoNyxr8sZdYTmB11eUObJYl6j52h+TjZnGaaVhlcmVtjOJyjw29FzWZQdVA0lb6xBSxWK51BJ367DZvNis9pZXwlxVPXlrm3O4AsSVhliZ84006Dx84zV2eIJeFgWx0/fEfTvklyloPFYtnQL3b9+nVWVlY29ESVSurtlL0uO6zUTK1UK0AkEiloBTCuTXErwK1Qdmi4hdY6sXkzk5pvePGVb3U7MDBAS0sLnZ2d2z5veXmZ/v5+6uvrt+21qoX40nWd69evc/36dTMrNz09vaNjFpOftTOGSba3t3Ps2DFAwudx8dpklFg6R8hj53RngGNNXoYW4sRSCk6bhWPNXrpCLoYmYM4e41/c1YZvm8HI2+GyyjR67TdNeFVDLeeL7Yeyw71YgEuVT8TjcVOMXb9+3by5mZmZqflcGIPFuEKz304yqxJL5dABSQKvXaa7zlnQH1lN2WE1AeKVV17hrW99q/nzJz/5SQA+8pGP8LnPfY4nnngCYEOj8dNPP83DDz8MwOjoKMvLy+bfpqen+eAHP8jKygqNjY088MADvPjii+aupECwEzRNI5fLVdQ3bTxuYmKC5eVlbrvtNtrb2yt63UrirSHwmpubOXHihPl93qlhRz6RSITe3l7q6uq2FJE2WQIkNB0seZdJUXU8jvWZmsX0Ta+SVlQaJQVv0EsgEECSJL4/FiGRUbCisrS0/p13OBzYsTEfhURGNeNywGXjA/e2cUcgw1IkxoV7jhSMfLkVsdvt+Hw+0uk0p0+fLugXm5qaQtf1gkToTvtw99PO13bktwIcOnSowEkxvxXA6Be7FcoO4/G4ef9Q6fP2a1Lz1rnbrYL8rByUV66gaRojIyNMTExw4sQJ2tvby87kVUs2m6W/v59EImHusM3Pz+9KH5mqqgwNDTE5OcmJ224n2NCEpq839p7qCHB7q4/0DVvaRFblHwcWmbzhmDQbTRFO5vDYLbisKj5V4cRyghOtvh0v5vth92cn7LRf7GaLr5shACVJwufz4fP5zPKJ6elpxsfHmZ+fN+fC5Ddd12IGSovfgYTEyVYvsfR635fdIhFOKBxuel04VRskqtn5evjhh7f8DpTz/RgfHy/4+c///M8rPg+BYDuKZ3eVMxPTIJlMkk6nTSOKar4r5YgvTdMYHh5mcnJyQwngTt0Sjefqus74+DgjIyMcPXqUrq6uLa9Du0diTLcyE03RWbfek5NWVGIphbccqcdaFEN1XWd6bgE1l8XpdxEKhczXdtgspFUdXzBAvUUim1XIpNMsRpM4yNH76vdpaqg3xYfVasXvtKK55FteeOVjXG+Xy0V7e7uZ1DMGGi8tLTEyMoLNZiu7DK8Uezn4uNaJ0M1aAQyXyUwmQyKRIJfL1dxJsRTVJjWr6bHfz0nNN6z4yre6NRr4t+vNKi5PKDcw7KTny8iaBYNBzp8/b24H75aJx5UrV1A1DW/3Sf5pPEP06hh+p427OoPc1RnAapHx3licX51YYWQxTrPPQf90irGVJJGUgq6BVdaRNY3ws9d55HgTP3h7sznLK5lMMj8/X7YLTzlfqPlYhtWUgtdhpS3guOliZTvK7Rerq6tDUZQ9H6xYzF4Gl1Koms61xST9swpLUSuP3X6CUwH7hvIJj8dTMGOsGvfPcz11PHNthclIhiafHYdVZmEtS8hr58LB13seq+n5SiaTm5YnCwS3OsUJzUqE1/z8PJcvX8ZqtXL48OGqm+e3S3am02l6e3s3jePVzOoyMPqmFUXh0qVLxGIx7rvvvm2tqQF8DpkfOdDI312NMLyUQAJkGU53BnjkeOGNm2G579HiWG0OJMvr61w2p+Kyy4TcLibDKTrqnDjtNhI5CbvLwntON3OixWqaHqVSKfx+v3mfstdlZrvFZv+G+f1i3d3dJcvwPB5PgSPvdnFkP5cdVkrxvckrr7yCx+MhkUjU3EmxFDvppa70PPZzUvMNJ762srrdSiQtLCxw+fLlsoct5lM8ELnc8zSMPEplzSqZJ1IO4XCYbDaLz+dDDR3gW4Mr6Pp6w+/Caoax5ThpReWBw+s1r9ORFN+6ukg0pXB5NsZyPIvMujVtUtEIuqykUjlSWY3XplbpqHNxf0+IxcVF+vv7cbvdpguPsdsTCoU2zTht9iVI3th9G5hbI5FVcVotHGv28EMnm/HvsNxxr9iqX2x+fp7V1VWsViu5XG5P54vls92Cr+k6V+fjDMytkdN0DjV4ONXhvzF+YGcoqsafvzLLC+MR4skM6bTG8FNjvPO2Rt5xW6NZh60oipmxM24q8ssnyh0F0B508q8f7ObPX51lMpIip+l01jn5V/e10xV6vcyx2tr0/Cy7QPBGQdM0lpeXCYfDdHd3l30DpaqqOe/qjjvuYHJyckeVDlslJjcrMyz3+dshSRLJZJIXXngBt9vN+fPny06cSZLEqXYvxzrqTeOqtoCT21t9OPIs32OxGBcvXsTn8/GhH7ifqSf6GIsoKJY0mq6xls5xvNnLu08187W+BcZXkmRUHb/DwqMnGnn0RBM2i2xWYaTTacLhMDMzM8Tjcb773e+au0CbWbjfKpRz3qXK8Iw4Mjw8TDqdxu/3m7G31M7PrVR2WAlG8qS+vp7m5uaCVoB8J8X8hOdOPy/VxtVKSw73O7fG3WuZbGd1W2rRNcrwZmdnOXnyZFVTqystOzSyWvF4fFMjj51k5/LJF3k2m422zm6+PrhGLJ1jJZ4lkc3deBw80T/H6c4AqqbzzwMLTEZS+J1W1lIK8bQCSFgtYLNI2CwSCcC4msMLcXyZZWamJrjtttvMG+ZYLGYu/IODgwWNn3V1dVgsli2/yE9dW+bFsSgtfjstfgfxjMprUzEsssT77741b3KL+8UGBgbMrfi9nC+Wz1bBRdd1vtY3z7cHl0krGpIET0ornO7w87FzneasrGp5eWKV50bDNHodNDh01tYyWGSJfxhY4kiTxxzebbPZaGpqoqmpCVi/qTCCxNWrV1EUpWAQ5VZN1ydavTx4KMQTl+aJpdYHfg/Oxzna5MFle70vpJqyw90esiwQ7CX5Cc14PM7CwgI9PT1lPTcej9Pb24vVauXChQu4XC4zu14tpeJ4fpnhdn1kOxFfmUyG5eVlDh8+zMGDByu6CTV2zZoDTpr9zpKPmZ6e5urVqxw8eNA8/vtO+vn+dIKFnA1N03jrkRBvOdJA0G3j3z3iYXQ5STKr0uJ3mGZB+TidTtra2kzxfOjQIcLhMEtLSwwPD5ul3fX19Tcl8Vct1Qqi4jiynQmUx+PZ852vvdyZzI9zpVoBSjkpGtemmhLOasv5q9n52s+8YcSXpmlks9ktrW6Ld77i8Th9fX3Issz58+erVtaVWN8a88ICgUBBmWExtSg7zC+NOHPmDP39/cTSOWZX08xGU0iSRIPXjgREUzkG5+P0TUVxWC0sx7McanCzGM/iclhxZFXWUjlyGvicNqyyBPr6AmiXdcYnJ2lJqZw9exaPx0M2mzVnTwSDQQ4ePFiQcbp27ZrpUJTL5czp5fn/brF0jkszazR4bebcL5/TSquuM7QQZyGWoblEsLnVMBpJDx48CGy0ZzdERa3ni+Wz1YI/vJTkqaEVPA4rnXXr/w4pReW1qVVONHt55HjDjl67d3p9qrzPaSWeSCPLMg1eO8NLCQbm46b4KsbpdNLa2kpra6tZ2ml8vozsen7GLn/xfnpoha+8MoNVlmn0rZtvPNG/QCyl8FMXusz+yErLQXdzFolAsNcUJzStVmtZiUZd15mZmeHq1at0dXVx5MgRc33Z6WgWi8VSUGmSTqfp6+tDUZSy2gWqia2qqjIwMEA8HqetrY1Dhw5VfN6lRr0YaJrG1atXmZ+f56677jJ3rQACTisPd7u57bYTBXb+ABZZ4mhTeckeY5fDuLk2SvKMuYzFib9QKEQgEKhKCOzFTXKt+sRdLhcul4u2traCnZ+VlRVGR0fNkkSHw0F9fX3FYqNS9nKmmPF6m/0bl3JSNMw78p0U80s4txPvIq6uc8uLLyMrZzT/buW4ZLFYyGazAMzMzDAwMEBnZydHjx7dUaahnMU8vzl3s3lhlR5zK4zSBa/Xa5ZGSJKE3SKxllZIZFU682ZzuWwy0ZTOZDiFy24hmVXJaTprKYVURkVVdVRdR1XBYZXN4bROCyzMz3OqzcNbHrgfm8226eJRnHEybpZjsRgjIyNcv369oBwimYVMTqPeU/hldtstrCTW38NO2Y9GH6X6xQwxVtwvVitHwK0ye0MLcZJZlfbg69lal82C3SJzcXp1x+IrrWjrYv7Gech5fSSKWt53IL+0M39IZ3EQraurw+MP8o9XIlhl2XxPXocVu1XmlckYP3h7ms46V9U9X2+0ICF4c1IqoVmO+Mrlcly5coWVlZUNQgJ2Htvyn2+UGTY1NXHixImyekArff1EIkFvby8Wi4XGxsaqk7SbvW4qlaK3txdd1zl//vyG9Xwr0bZTii3c8xN/V65cMU0Y8neB9tPuQ63PpdTOz+rqKgMDA0SjUb73ve8ViI1q+463Yq/7ryuJc8WfF8NJ0egvzHdSNMR78S7XXroI72duafG1XZlhMUbGrL+/n6WlJU6fPl0T2+XtFnOjzHBtba3s5txqA5Su60xPTzM4OFhQumAc02uXafQ5uDwTY06WcNut2K0Sa2mVkNuOqsHgQpxLMzH8Lis6EpIMHocFVdexyBKrqRwyOm5ZR4lHuK27nnc9cGJDxmO7rXrDdnxqaoojR45gtVoL5mbJdie5pI2FrIOuxtdLyKKpHF6HlZD71iiP2I6trlOxqCjuFzMcAQ3BWm3ZyFYLvqpt1ti8+d8q4Xizhytza+RUbb3+VZJIKSpWWSrowaqE4qZrI4hGIhGGJ2YYmk6iIrO0aiXgttMadBNwWllJJJmPZUzxJYKE4M3GVgnN7UrsV1dX6evrw+VyceHChZK7BDvd+ZJlmVwux7Vr15iYmKjYrr4SMWOYhHR0dHD06FGzRLwaSr3u8vIyfX19W/aoQe2ShNsdpzjxl0gkCIfDBQms/B7um2kUtRuCNKWoZHMaPqcV+YZRm1Fa19nZSSgUKhAbRt9xfovAToVTNeJkp69X7Tlv5qRoVO1ks9kN89eqSWq+EePqLSu+jOCwVZlhMdlslpWVFQKBABcuXMDpLF13XSlbBZNoNEpvby9+v58LFy6UfWNcjeGGURqxtLTE3XffvWFgnCRJRJJZ5qNpIkmFlcR6aaDbbqEz4ARJZzKSYGktS8BlxW230OyzklRUFmIZTrb5OXswxPJahonpGfS0xoOnj3LPkTYavIVBttIaaUmSNszNikQizCqzPDkSZXllhTqPA81iR5Fs/MBtLQTfBOKrmFrOF8tnq1KHI40eHFaJtXTOnB2jqBppRePO9p0PAT93METv9BqjywmkXA5F1bBpae7u9HNn2/rxw4ksgwtxFFXnQL2brrx5XOWQv1t4ac3NqnYdRdGwKBrLiSQz4QRtPhkVG1o6Ti7nrVh8GTcrpQasCgS3AtslNDeLdbquMzExwfDw8IakXzE7Hc2iqirhcJhEIrHpQOOtKNeqfmhoiJmZmYJe8J0YYeWLr/y5nidOnKCjo6Os5+2ESo8jSRJerxev12vuAhWXnHm93oKSs70UDcY51oJYOsc/XlnklclVsqpGZ9DJD5xoNOObEaOLxYZhZhKJRJiZmSlwCgyFQlXtFN6Mnq9avV6xeDf66SKRiNlPJ0kSFouFYDBY9vURZYf7gGKr23KEl67rTE5OMj4+jtPp5L777qvpdnWpxTy/zPDw4cMcOHCg4pvFaksjzp8/X1JY6sD/fW2J0aUU9V47KUVDUzXimRyjywm6690MzsfJqhqNHjtzaxky4RROqwwS3NHu5wePh7h48SLHOnTSaZm331Ve4/VWlAoKVquVxsZG3v9QA91dUZ4fXWZ5NYGUy3DQkcC+FOXSpYUCx6adnsPNpNrX32q+WCX9YlsJwOMtXs721PG90QhL8SwWWSKb0zje4uX8wbqqzjufOreNjz/YxfeuR3ju6jSSbuXRU22cP1iH3Srz/fEoX704Rzi53ufhtls4f7CO997VilVe/+zMrKYJJxTq3DY6gpsLs/lYmm8NLhNy24gkczhtMlYJVtM55lISdzdbyK1M8t3ZYXM8hcvlKjuj+UYMEoI3B/m7XZtZyJcSX/mVHffeey91dVuvCcU9W5WwvLzM+Pg4VquVs2fPVlXytV1sNazqVVXl3LlzBRn3WtrUr62tbWq4Vfy8/UC+c/GhQ4fIZrNmrBkcHDRjTTabxeFw7LpJRa12vhRV4/EXpnhtapWAy4bdKnN1Ps5UJM3PPtDFba2+Td+LYWZi9IsZO4VGMtRisRS0CJST8N/rssPd2mkzetndbrc5fy0ej9Pf308ymeTVV18t20mx2vmZ+5lbSnwZs7uMhbOcD6iiKFy+fJnV1VUOHjzIyspKzReE4sW8mhkgpY4J5WUliksjNnv8YgquLCRp8DvxO6wsJ7LMraaRcxpWq8w9XUFi6RyvTUaJpXI0+uw4rRZymoZFkrBqGZ5//nmampro7Ozk+9//fsXvazM2W0gtssT5g3Xc2xVgLbM+4NlhlU0XRaP0zul0FpTe1boOezepZZCqtl9sq8+ZRZb48fvaOd7spW86RkbVuK3Fx5kDwZrZ/Yc8dn74jmZOuNbQNI2jR9fF5HwszV+8NktaUTlY70KS1stOnxpapqvOyZ3tfv781Vn6Z9ZIZlVcNgsnW7188L72kuc2OJ9gNZWj3mMjnFAIJ7LIkoRFlrBbrfziD95Be9BJOp3m1VdfNftXjCHZ+eUTpf7NhPgS3GpUMrvLYrGYQ5ZlWSYcDtPf34/f7y/bdr2anS9d1xkZGWF8fJzW1laSyWTVa/xW4ssoA2xqauK2227bcFO6052vZDJpuv6eO3eurOtliLZKZqptdpxaYrfbaW5uNi3KjVgzPj7O9PQ08/PzZY2ZqZZaxc2hhQSX59boCLpw3XDuDTitXF9J8szwypbiK59SO4XGfcrs7CxDQ0O4XC4zhmxmTrGXhhu6ru+Z2DP66axWK4cOHaKuro5YLEYkEjGdFA3nzWInxTfi/Mxb4g7VWOwrLTM0nAV9Ph/nz58nGo2yuLhY8/PLDyZGmaHxmtXWRBtfhq2yO5qmce3aNaanp8uyyY8rOoqqr5slWGWafQ7imRxOq0zuRu+OLEM2p2GzyvidNrwOKylFZWQ+ytBIlPMPH6ezs5N4PF6zzFM5/5Z2q0y99fVrWar0rniopLHob2U5vh/YrWbqrfrF8he7UCiEoihbXiObReZsTx1ne3a+07UVxSLw8mycaFLhcKPb/JzUuW2spnK8PLHK9eUkz1+P0Oyz0+K3E8+ovDQRxWKR+NjZDlKKhs0iY78xjyylqExGksQzqtmvJkk6Tkmm2Wc33TOdTieyLHPgwAHq6uoKROzk5CRAgR2x2+02M59vtNp0wRuXShOahhhRVZWxsTGuX79eck7ldseoRMCk02n6+/vJZDKcPXuWeDxOPB4v+/nFbFapMjo6ytjY2JZlgDspAVQUhWvXrtHT08Phw4fLvl61NNzYi1gTjUbx+XwEAoGCMTMul8uMyeUMNi73dXfKfCxDTtVN4WUcN+C0MbaSQqtSoBS7PRutFKXmVOY7S+7lzlclGxm1wuj5yr8+mzkpRiIRvvnNb5JOpze00WzHs88+y2/8xm/w6quvMjc3x9e+9jXe/e53m3/XdZ3Pfvaz/PEf/zHRaJQLFy7wh3/4hxw5cmTL4/7+7/8+v/Ebv8H8/DynTp3id3/3dzlz5kzF12Hfi69KTTWM5xj11PnOgjtt9N0M47jj4+MMDw9XVWZYTP7OV6kt4a1KI0qhajrpnISq6cyvrru5yZKELEnkVA1Vh+GldVe7rKqSUTWW4xkSGYW1tTgBS47Wzm46OzuB2jsw7eRYxaV3Rh12OBxmamoKYMNQyf3EXs0Q2apfbGlpCUVRSCaTWzoV7TaqqhYE5ZSiAhszvnarxOJaholwigaP3RxF4Hda0XSd50cjTEXSLMez2C0SZ3vq+KGTTUxFUqxlVHQdnDYZTQclp5FSNBKKiqbpcMN50ej52sxJ0ZiVMzIywpe//GVWV1dpa2tjdXW1ove834OE4I1HtQlNYz149dVXyWaz3H///fj9lfV9VrLztby8TH9/Pw0NDdx9991YrVaSyWRN54Rls1mzFGq791NN2aGmaQwODpJOp+nu7t72e1tMLXu+9gpJkjYdM2MMNs4vh9+skmAranX/4XGsf6Zzmm667sJ67Gn3OJGoTYw2WinyzSmMEkWjuiIYDJJKpfB6vXtyX5B/X71XbNZLXcpJ8eLFi6iqyosvvsjf/d3f8cwzz/C2t72NH/mRH+HcuXNbvk4ikeDUqVN87GMf4z3vec+Gv//3//7f+Z3f+R3+9//+3/T09PCZz3yGd7zjHQwMDGxaHvoXf/EXfPKTn+R//I//wf33388Xv/hF3vGOdzA0NGS6eJfLvhZfRnAwlHI5H8RMJkN/fz+pVGpDPXUtZmdtdZ7j4+Nl1byXQ774KmZlZYW+vj4aGxtLlkYUk81pfPPKAn2LCjo6C7E04aRCR8BBRlGJpnKEPDbcNisSElZZRpYlPDYJSybG0TobTc1tBLyvW+xuFRAqXTBqvcAU12EX7/bklyjul6npN6Ouv1i0GrbCezlfrJjina/2oBOLDGlFxWkMP9Z14mmVEy1eLs3EafIVlm5kcxojSwlW0znaA05Sisbf9q8PDb++lMQqS2RyGols4ed3aS3L8GKc22+YfGyW+Mh3Ujxw4ACapqGqKl//+td5/vnnuf/+++np6eGRRx7hU5/6FIcPH97yPe/3ICF4Y1FNQtNgZWUFWC85u/fee6vavShn5yu/zPDEiRO0t7eX7bi4Hfmlg0alSiAQ4Ny5c9saYlV6D5GfJPX7/VWZ8dwKO1/bUWqwsZEgNSoJqkmQ1iIenWz10RpwMBlO0lHnwiZLRFIKOVXjgUOhgrLPWuJwODbMqTTmrU1OTjIzM1Ng878bSeObtfNVTlLXZrNx5swZzpw5w7vf/W4eeeQROjs7efLJJ/nGN76xrfh65zvfyTvf+c6Sf9N1nS9+8Yv86q/+Ku9617sA+NM//VOam5v5+te/zgc+8IGSz/ut3/otfvqnf5qPfvSjAPyP//E/+MY3vsH/+l//i09/+tPbvqd89qX4Mqxuc7lcRVk5I0tWX1/PXXfdtSEw7MbOl2Gta8zoqJX1qvF+8xf6Yoek/IC0Fb3Tq7wyEcUiS9S7LKRVjdVUjmuLCeo9duo8Nhq8dnKatm7xbZGxyxrJWJQLh0I0NDYxFU1ztPn1wGG87maL0s3KYpU6j/wb5eISxWQyCcDY2BihUAi/37/nJYr7YdaYruvYbLY9ny9WTLH4Otnq4/ZWH30zMXwOK1aLRCSp0Bpw8OixBsaWU8TSOVOYAYwsJdF0ONzoxmld/73PYaV/Zt3OXtd1Sjnkh5MK3x2NmOKrXEtcWZZ55JFH6Onp4ctf/jLLy8t873vf48knnyzre7Dfg4TgjUM1CU3jecPDw0xOTiLLMocPH95Rz9VWcTiTydDX12eWGRYLllrNCZuYmODatWtlzd00qKTnqzhJ+tprr1W11u/mnK/doJxzdblctLe3m0YM1fRw1+qa+JxWPnx/B//35RlmomlUTcfrsPDoiUYeOFRnvtZuJh7zqysWFhbo6OjA6XQSiUTM0TtOp7NAjFUzUqaYSu6va0F+v2glJJNJ2tvb+Ymf+Al+4id+YsfnMTY2xvz8PI8++qj5u0AgwP33388LL7xQMq5ms1leffVVfuVXfsX8nSzLPProo7zwwgsVn8O+E1/VZOXyA8NWoqSW4stwULx27RpdXV2MjY3V5MtgYDTXGgu94SgVj8crLvW4NLOKpunMxDV0SaKzzoVFShFJ5ZAk8NttNPocZBUNVdVwSCqrCYW03c5U1oESy3Jbi4/jLa8bCWwnvip9r3tF8W5PLBbjlVdeIZlMmlaxxRm4Wp3fWjrH2EoSTdfprHNR71kX6ntVdrgVxedQSb/YbgQDA7tV5mPnOnnq2jIvT6yiqBoPHQ7xyLEGOutcPHA4xN/1L6DpGXwOC2vpHNGkQtMNsxgDt91CTtVwWCWyudeDtiStjxZbvwbwymSUZLYDp3X9hqeSskuj3ysYDPLYY4/x2GOP7fh67IcgIbj1MUw1rl+/TmtrK3a7vew1J5lM0tfXZ5a4v/zyyzsSP1vtfBmCpb6+3iwzrOT55TI3N0cul6u4UqWcssN8p+Pjx4/T0dFhxvNqBYPxvJ0abuxHEVdqzMxms7SKE6S1ipvHmr38h3ccZmgxQVpR6axz0RZ4vapgr00wDCt2ox+qViNlirkZtvZAxedaayOr+fl5AJqbmwt+39zcbP6tmOXlZVRVLfmcwcHBis9hX4kvVVVJpVI8++yzPPTQQ2XdzKVSKfr6+sjlcpw7d27LfyBj0d7pza7hoBiNRrn33ntxu92MjY3V/CbayNCtrq5y8eJF01Gq0pvctKIRSWXJqjpBl8RyIovFIhN02bBZ1m3kF2IZ7BYJm5qk1aXTFAiwltVwWCy87VgDJ1p964+9Qa0XopsVFIydyttvvx1YtzRdWVlhaWmJ4eHhmgmM3ulV/uHKEivxLAABl5WHj9Tz4OHQvhBf2wWXcueL7bRfrFQw8DmtvOvOFn74jmZUTS/4HL7ztkaUnMo/DSyzHM/S4LVzoMGNJe+9xDM5xldSzMXSuOwy+bdtxsdOYr3VaymeJZpSaHSvn3sl72E37HD3Q5AQ3NrkJzSvXbtGQ0ND2c5zhpNua2srx48fx2Kx7Ljsr9Tz8w0v8gXLZs+vVnytra2xuLiI1Wrl/PnzFTvwbbfzlcvluHTpEqurqxvaHqoVP8bzjISvruvU19dXXDJ/s2NMuWzVw52fIFVVFbvdXrP46bRZOLXJ3Mq9jNGlYnE5I2WcHj91oTpaG+vL7qHba/FlfO/F/Mx9Ir7yrW4lSTIDxXY3uqUCw1YYH7Lipv5KWF1dpbe3F4/Hw4ULF7Db7ebMklp/kCVJYm5ujomJCQ4dOkRPT0/ZC0BaUbm+nCClaPidVpbjGaySRFLRyKoyDquErq+72AUcViYjSfRclmMNdhweP8msxtmeAJIkIctSwQ2vcW61es/7ISgY5+Dz+fD5fBw4cMB03zHqsC9fvlzgolhuieLcapon+hdI5zR6GtzIEizGs3xzYIkmn6Pg9W8WlTosVTJfrK6uribBQJYkZEvhMV6eWOXJoRXCSYWcpmOz5DjW5OXq/BrRlILDInF5do1wcl306tkS70UGiwyqBl67laDLhqat225XEiSSyaRwOhTsK4zZXcb3qtxdI1VVGRwcZG5uboOT7k4rSIqfn9+nXc7Q5GrF18zMjDkYOBAIVGV9vtXOVzwe5+LFizidzpItCJWedzKrMh1Jsbq2fj/06quvkkgkcDgcjIyM3LTxKoqq8fJElP6ZNXTgjjYfZ7qDpqNsrSnu4Y7H44TDYaanp4lEIqyurhZUq9SyAslgL8VXObE4f6TMxEqSr746Te9oFF2bo9s1yf3NEj0tr5cobibUyy2trxXVGnzU2kXYWM8WFhZobW01f7+wsMDp06dLPqehoQGLxcLCwkLB7xcWFrZ1Gi/FTRdfxVa35WTWVFVlaGiI2dnZsizWDYwbqWoW7vwyw2IhlG+/W6sF0Oh3m5qa4p577iEUCpX93KlIir/rm2NmNY2m62ga5DQIp1VcNp10TiejrGf6U1kVPaeQTmew262kZA/RtSxOm7w+1FaHRDq34TXeKDtfW1HsvmO4E4XDYS5dukRO1VjGx1zahsXh4kRbkPu6g/iK5ktdnY8TTioca359V6TZ52B0KcGl2TUOcfPf+07LKrabLyZJkhkItuoXq0TMT4ZT/Mnzk6QUja6Qy9y5Gphb43izh6lomuGlNJGUggRYLTJeh5VsTiV7Y3lxWKQb4xXWd9Qeu6MJt91CMpmpuBY+kUjgdrtr+t3YD0FCcOtRPLvL+CxbLBbzd5sRj8fp6+tDlmXOnz+/4catFuLLiMErKyv09/cTCoVK9mmXolIRYwjJ+fl5Tp8+TTgc3vYabMZmO1/z8/NcunSJ7u5uDh8+zFwsw9jkCrIEhxq9NPsdZe986brOPw0s8nf980SSWXLZDCE5xXtuD/LgmTPmOZQar1JfX7+le+BO46yiavzhdyd4cSy67gwrwbMjYV7pXuVfP9SNY5cEmIExK8rn85HNZtE0jYaGBsLhMBMTE1y5cqWgRNGwb98pN3vnazNmV9P8x78bYnwlhSytJyiXMk4yThc9Xe4NLQJGz7aRGLgZZYeGg3Al1LrssKenh5aWFp588kkzjsZiMV566SX+9b/+1yWfY7fbueeee3jyySdNN2JN03jyySf5+Z//+YrP4aaJr3yr2+IBglst7tsFhq3I3/mqBEVRuHLlCpFIpKQQKmWOsRPi8Ti9vb3AejncdsIrkckRSSp4HBY8dit/3z/PzGqanpALq0UmnskRSWbJpJIoOqBjll7ZpRyyqmGz23E5rDit4LBa8bvsxFI5woks4+EE9x/cvfd8s3d9yiXfnUjVNP7spQmeHlomk02h5sI8e3WWJxtc/OT97RxoazQzcElFRS7xHm0WmdW0gu64+WWHtZwtslW/2PTsPN/pvYbNZudoe4jWxvqCcs5KgsFL41GiqdyN4cvr16/Z52BsJYnfZeU/3H+Y3//OOP2z6wOYvQ4LsiTR4HGwsJZB1SGj6lg0cNhk3nVHM//y9LrAqSYjuBtlh/shSAhuLYoTmvmx1Wq1bhr/dF1nZmaGq1ev0tXVxZEjR0p+B3YqvmRZJpfLMTIyUlaZYannl9u4n0wm6e3tRZIkzp8/j8vlIhqNVh23ine+8mdt3nnnnTQ2NvGPVxb4zvAy8XQOkAi4rfzgbU0EKE/8PDca5k9fnMQiSXitGuG1FKOKxNNLbs4jY0XfUHlQ7B4oSZKZ6Kqvr8fhcNQkxnx/PMqLY1EaPDY8jvXbx2R2fbbi3WN+HjpS2SymnWDErOIEqZH0M+zb800qPB5PVddhr8VXqc91JKnQOx0jk1M53OjhUIObP3puguGlBB67BYfVQk7TSWVV+udSLJxs49G7DxVU8BgC1ev1EgqFzHlbe0U1cdUoO6w0tsbjcUZGRsyfx8bG6O3tJRQK0dXVxSc+8Qn+y3/5Lxw5csR0EW5raysY8/LII4/woz/6o2bc/OQnP8lHPvIR7r33Xs6cOcMXv/hFEomEaWxVCTdFfBWbauQHB9h8cTfKBrYKDFtRzayvWCxGb28vLpdr0xrx9dK8ndXBG8zNzXH58mW6urpYWFjYMhOoajrfG1nh+eth1tIKDpuFBq+dyXCSg/UerDdKBb0OKwcb3NjVFCGnxIvzGqupLG5ZxWOTcXn9dFtkFtbSLCdyHG70oOk6OU2no87FSiLHSjxLvff1Moo3w87XVoytpHhlJklbg/9GmZpGIplmZCnON3vHuX100MzAubGDrqOomlm+qek6KUWlu86Fnrj54ms3G4qNfrHZlIVnIipzSQdZReHlcII766K02V4fNmmU8JZDLL2+o1V83g6rzHJC4UC9mzva/VyeiyPdyAoCWC0SPqcVmyzhsFn4wRMNvPP2Jo7m7UyWa4ebTzKZrEp87fcgIbg12CqhabBZ/MvlcgwMDLC8vMzp06fNWUSl2KnhhaqqaJrG7Oxs1XPCYPtEzeLiIv39/bS1tXH8+HHzsTvpGcvf+cpkMvT29qIoijlrs39mlW9dXcTrsHKkaX0tmI9l+PtLC7ytRcPn296s41sDi6iajt+qkIwnaQh6cKUyjC4n6JuOcU/nxrLMfPdAI9m1srLC7OwsQ0NDuN1uXC6Xed9V7fzG/tk1NE03hResmxnpuk7fTGxPxReUWPuLKjASiQThcJiVlRVGR0exWq3mrlgoFCrbnfpmlx0+fz3Cnzw/RTiZRclp6MDRZi8Dc2tYZQmPff3fwypLSKz3OV+Zi/Ho8YYNFTzZbNYUqMvLyyiKwmuvvbajmWvlUm1c1XW94p6vV155hbe+9a3mz5/85CcB+MhHPsLjjz/OL//yL5NIJPiZn/kZotEoDzzwAN/85jcLxreMjo6yvLxs/vxjP/ZjLC0t8Z/+038yd9K/+c1vbuivLoc9F1+6rpPNZre0urVarQVlAZUEhu0oV3zpus7U1BRDQ0McPHiQgwcPbvmB3GlA0jSNoaEhZmZmOHXqFE1NTSwtLW15zJfGwvz95Xm8divNfifJrMorE1HimRxeu5XpaJrVlILPaaXeY8djl3n0oJskOQZnUqR1C2nZhiWncbDOxVomR6PXjqJqyLLEwQYPPfVuZlZThJOlxddm51fJYnWzhUc1XF9OkrrhigTrAd3nddOUk0m67Fy40GkucNrKLNakxsURG01+Jy6Xk2hGpz3g5K7OAOODN/8a7HZwmY9l+LNXZoilcrQFXUi4mI9lGEjL3HfnCQLSelO14eoZDAa37RdrD7qQpMLhmLquk1I0DjWs14ef6Q7yd5cWiCSzqDYNWZJIKRpWWSLksXNPV4BffNvBDceuJkjE4/Gq6tL3e5AQ3BrklxmWEl5AybJDI8Fo9CptNjsu/xjVJhoNN0OAs2fPVjWaZbv2gXz345MnTxaU60J1g5KLnxuJRMwEyT333GMmSS9Nx8hpOg3e15O0rQEnQwtrjEdzHG7a+h5B1XRmoynUdIKMTaexsRFFUchmsqR0WE6UaFotcY6GOVL+gOPZ2VkymQzf/e53CQQCZoliJbtBug56iYdKvG5etFds928oSRJerxev10tXV5dpXhYOh5mamjL7/4w4EwwGS675xuvs1Q5RcVJhPpbhj783yVo6h8T6DlhW1ZmLraBp+oZST5tl/XOkbvJRs9vtNDc309zczMzMDHNzczQ1NRGJRApmruW3CNTq3qBa8QVUHFsffvjhLT8jkiTxhS98gS984QubPmZ8fHzD737+53++JhUkey6+jLrnrfop8hf3SgPDdpST9crlcly+fJlIJMLdd99tZgx2etzNSKVS9Pb2omlaQSnlVsfM5jReHIvgtFlouWGJ6rRZ6A65eHpomafiSyg5HU3XUXWQ0DnZaENPr5JYTWO1u2j3uHDbZTQdpqMpsjmVQw1uehq9yJKE3SqjqBoWScK+ieFGKQzRaixs9fXbu+/cajtf629l4/BF4+f8DNwJXefYUpRvXZnl0kyM2FqMDp+F+0N15OLhms+eq4Zalh2Won8mxnJC4Wjj6z1RnXVOhpeSXJ5P8S/vaqWlpYXl5WWOHz9ONpvdtl/sXE+Qbw8uMbaSIuS2IUuwklBo8tp529H17+yxZg/vPd3CH3x3kuWEgsMq47BaCLqseB0WHj5a+ru92YDlrai2KXi/BwnBrcNmossgP7bm9zGXk2AsdYxyyZ9RefjwYYaGhqpeb/J3vopJp9P09fWZu1GldqJ3OicsnU7zyiuvcPToUbq6ugquWSKbw1rifUmSRFbbPs7F12LoyQgZ1UJPWwOyJKPkFLKahmyBenflZhLGgGNZlkmn09xxxx1mieL169cr2g26o83Hd0fCJLMqbvv6+pjKqujAqY7XdzB3K5GXyORYTigEbvRVV/I6+XMqDx06VLADNDg4WGASFQqF8Hq9BX16tX5P87EMV2bXkKT16+p32bBbpA1VKC9PRIkkFXwOC6PLSWRZwmezkMyqpDWVTE4jllbw3diNjGdUbFaZ+7oDm720iTHfs6Ojg46ODnRdN1sEDMdnu91eEH93Msu2mrgaj8exWCw7vvffb9yUssPtMk9Gds4YglhJYNiO7QJHOWWGpah2QV9eXqavr4/m5mZOnDhR8MHc6piJbI5YOoe/yNzB67CSVTWyWQ23bb0HLJtbH548HUkxsqTT2dbK3GQch03GYbOgqBro4LZbSSgqmq7jtFnIaRrTkRQtfgetgcIPfv6cLwNN0xgYGGBxcZETJ06gKIqZZQLMRc2oQS8+1q3EkUYPHruFcFIx53VlchrJrMpdnYVlNJIk0dlUx8ea6sjkNJRcjmwybtbnJxIJRkZGiMVihEIhgsHgng963u05JqspBatU+G8tSRJO6w1jlxvouo7H46Gpqams+WL/9qEuvn5pif6ZGKoGd3cGeM/pFrpCLnKaztd653nueoRGrx0tpqNoOjZZwu+y8r67Wjl7IFjyfKupTa91U7BAUAnlxCCj5yubzXL58mVisVjFhk6Viq98N8P7778fj8fD0NBQ1QZVxTMwDfJnhOXvRhVTbaw27kkUReHMmTMl54MdbPTw2uQqqqZjubEbn82tv1aL17blfc/09DRXr17lHbe38rWhFAuxLPUeO4msxmJC5+6DHk53BqBKgybjuhn9uJ2dneZu0MrKCpOTkwwMDGxpWHHmQJBXJqN8fzxq/k4H7u0KcP8ma2ktyGk637i8wDPDYeLpHE6bTLcryw8eraxkNZ/8HaBSJlGyLJvxGGp3n6LrOl+9OM9XL84RS+dIKSqaDj31Ls71BPHEdc7lXfPkDXeocFJB08F1IxFulSUcVpmsqpHIqCSzGqquIwGn2n1cOLj9/LriXTZJkvD7/fj9ftPx2dgtND4fXq/XFGKb7RZuRrVx1ePx7Pk90W5zU8TXdq4/kiQxPj5OLperODBsx2aBQ9d1pqenGRwcpKenh0OHDlX0Zas0IOXPNbnttttob2/f8JitRKrHvp65j6dz+J2vZ8MWYhksskTQbsNukclpOl6HjJMMOQ2WNDd+j4vbWiVWklkiCQWrRaI75MFmge6Qm5VElrnVDJKk0+xz8OCRhpI2svn/jul0mosXL6LrOmfPnjW/kKVq0AcHB/F4POYCb1yPm0G1r9sdcvHIsXq+NbjMSiK+3k+kwx3tfs71bL7ore+82MH5+nt/8cUXqa+vJ5vNMjAwQC6XM8vuKi0LqZbd3vlq8DpQ9fVeNzlPuKcVlRb/60K8OBiUmi9mBIOxsTESiQTnfT7ecncAfyBIV3PIvOl6+toyf395Eb/TQledk0RGYSWZYzWlkFVV/uT5KaJJhR862UywKKNcTXlEIpEoa5dcILhZWCwW4vE4zz//PD6fr6QlejnHKDfWhcNh+vr6qKurM90MjTV3J7tP+T3Wuq4zNjbG6Ogox44do7Ozc9uZhZW+diKR4OLFi2ZVw2aDme/pCvLaRJThxThBtw1Nh1hK4bZWH0cb0iXjjaZppq3/XXfdtT7DKzDPNy4vMB9Lo2sqh4IyP//Wg+tJ0SqdGmFjvMvfDQLMigPDsEJV1QIbd5fLxb956AD3dEbonYmBDne2+znbE8Rpq66PrBy+eWWRv744j8dhIeSxkcyqvDCdJqfL3H505yXzpUyiYrEY4XCYubk5AF599VXzOgSDwaqdrV+eWOUrr8yYsyUVVUPVYGQpiapqWDIydy+nuL1jPeHdFXJhkSXiGY0ben7dzVTTafDaiaZyZJT13UebLOGyW1A0+PbQCj9wYusWne36Ji0WS8F9mrFbGIlEGBoaIpPJEAgEzM+Iz+fb8nh7Wc6/37npVvPFGP+wxs7TTrY4S1EqcORyOa5cucLKykrZZYbFVLKgZ7NZ+vv7SSaTW8412eqYdqvMme46/vLVGVZTCiGPHbtVZiGWwSpL2GWJ1oADLZclvhZHdzrJajo5DXxOG40+neMtPpJZFatFwmGRmVlN89CRBtx2K6spBbtVpiPoxLHJomqIL6P+vb6+nttvvx1Zls2mb+N9lKpBX1lZYXBwkEwmQzqdRlVVc3jkft8NkySJf3F7E4cbPQzMx8nkNA6EXJzq8OOqMAgZZXX19fVmk7CRgau0LKRadnvn61S7j+evRxhdSq7bLgMLaxkavHbu7QqY57CdCLRarQXNw/Fkin/om+b5ixHC8XksaNjtNgIeJ3NJsFushDx2+qdjpFUdm0UildWw67C4luVPX5phMpzi5x7uKdhFrlZ8dXV1VX5xBII9wJiRtLq6yrFjx+ju7q7qOy/LMtns1r1H+WWGxYKoFgZVRmxUFIX+/n7i8fiGocabsd2g5GIWFha4dOkSHR0dNDU10d/fv+lj69x2Pnq+m+dGVuifWcUiSzx0uJ4Hj9QzNzG6QfxkMhkuXryIpmmcO3fObDl47M5WHj7ayHQ0RXJtlfjcdTrqXDsSXpIkoajrN+0TK0leHI8yE03T6LVz5kCQ21q82O32AsMKY6ZWfgma019HdyjE+Qc692S2WDKr8szwCm67heYbczFdNgvJhMzV5Qwzq2k6gqVHl1SLLMsEg0GCwSAdHR0899xz9PT0EI1GGR4eJp1OF5QoVmJS8Z3hFTI5jXqPnZVECqfVgkWGtYyKJEEyB8+ORrmtPYgkSdzTGeBkq5fvjITJqjqyrJFTNewWmaYb4qvBa183VbPK+BxW5mIZ/v7SIvcfCBJwbV6qWmkZYP5uIbzushmJRJiamkLX9QJ3yeJ7uWp7voT42kXyF2ufz0d9ff2u3GQWL/pra2vmYMQLFy5UNXjROG45C3o0GqW3t5dAIMC5c+e2HAi41TEzisrCWoaUojKytD7Py2Wz4HNasUgSi/EssVQat6zTWu8joUi4dYU2n4U7O/z84+UFklmVoNtGNqcxGU3RHXLRFVr/ArcFy6uvnZ2dZXx8vKD+fbvdJKMGvampCV3XuXjxIjabzRQbNpvNFCP5NuT7DUmSONbsLZjfVQ351yu/STi/LKRUk7BRFlKtc1XxOdRSfCmqhqLquGzrvZ0hj52fONPOP1xZZHwlue7W1OTlB29rNEtaK21sVjWdL31/nmeGY+i6zHLCSiKrYrNohNZSLCVVvFYJPZtgNbku6taDF9gtMroM6ZzKxekYL41HePvx17OEe9nzJRDUgq2+v0bpXyKRoLGxkQMHDlT9OtvtfBnJxUQisakg2qlBlcViMVsEvF4v58+fLztOlBur84077rjjDlpaWsqyqW/0OfjRu9p416lWpLxS6/ki0VectCxeb7xOK8dbfCxbMwysb75UvUaPrST55/5lLk2oPLEwyMJaBqdNxu+0Mr6S5NLsGu+9q4XzeSNl8mdqdXd3M7GS4Bt901zrj5HNrtDiHORCl4eDbQ2EQiH8fv+uJPCiKYW1tIrfVXi76rHBfFJnOa7UXHzlY8SlxsbGDaLDKMcDNuwQbsZKUsEqS2RyGpqum67UEpDJ6XisMBFJk9PWk4V2q8wnHzlIg9fOX742R1rR8DkthNx2luJZrBaJQw1uQp7X75ebvHYmIymuLye5q3PzhMRO53zlu2wWi/WRkRFsNluBGKs2qbkX1T97zU0rO8wnvyb8zJkzzM7O7poJgRE48ssMDxw4wOHDh3f0j7tdJi+/ufnw4cMcOHBg29fbKkh8d2SFF8fCHGv2caojwEIszSuTURyqzP09Ab47tMBaFtIWC1pMpd5j4/YGNweDKne0+VlL5+idXmV0KYHNuu5s+MjxxrKn1BvXcHJyckeloZIkYbVaCQaDdHZ2FsykGBsbKxiaaBh37LQ8biGWoW8mxuxqGp8NsqkdHW7HbCV8tmoSvnr1Koqi1KREsVZlhylF5Yn+Bb4zHCalqHSFXPzwHU3c2xWkK+TiZx/oYjmeRdOh0WcvmH9mfH/KPY8rc2s8Nxoh5LaRyKrkNB2/00o6p+F2OQjJKpGkQkyRyakKOSWHmpNAWu9B028Ypmh6hm9cWvz/2fvvKLnO68wX/p1UOXfODaAbGSABMAFMojKpYDrItpxkjeXruR6HuZ7xvV7yeGY8mjsap/Eahxnb47FkW1eWg6JlK1ESKYoJJIEG0Gigc86Vc534/XG6ClWdE0mIH561tER0d51z6tSpd79772c/D28/Ul+5d7sNEndmvu7gdkM0GuXq1avU1dXR2dlZUQ/bLTZLvso0w1AotGlCtJfOl2VZGIbBjRs36Onp4cCBAzsWXtiqQKiqKleuXKFYLNYId+xEKVEUhVX/vsUIKYtSrSfasRp73XROJwp86uIsC8kcWCYj0RyJvMaBiJvmgAtRgNlkka/fiHJ3e7AipFGN5UyJT78yz3xapyESwrQsFtNFno+C35OpmesuFAr7WoQKuGQ8DpFcScdbdW0F3cIli4Tcr+02dj3BjdVJR3msojyX7HK5aiiK1d+Dw41ersykcSnWyvHBwsICAi6JQsaW75eqnp+gW+EX33KAJ0408vm+eQYWcwjAgwfDXJ3LrHnWDNOm98vi5s/OXmwHVmN1sl6eFyt3xQYGBlAUBafTSTQa3TZ187Xwz7wd8IZ3vqoDQ5kTvrS0RKlUek3OVxbzuHbtGtFolDNnzlSMCvd63I0SpWr1xHvuuWdDvvhqbESPKGkGl6aShNxKZVZFkUVcsoiqaiwupDlS5ySLk2hWJexV+NADHbQ7i6jpGLIk8khvPSdbA8RzKk5FoiXgrFRgtkJ5vgvg9OnTe57JW+3xVk0rKxaLlQrTzMwMYFeYyjK5O1XAmYjl+ZtX5ljMlGzqQkkjnxI5Mp3i7CYVotcSO+k6rTckXL4/4+PjSJJUU4Hbbid3P2iHlmXxJ89O8uxIHLci4ZRF+ucyjEfz/OJburm3y6ZRNPjXv6bys77d5GtwMYdmmPhdMnOpIoIAkiQgmQLxvE53nduumuoCikMhl9fQ7Ehn33NMFEnAMAyGFjNcm01xuj0E7G4weLc+X3dwB68Fqjs3x44do62tjampKTKZzJ6Ou17yVT13tZ2EYredr7LtjK7r9Pb2cvDgWpuIrbBV56vMTgmFQpU9SRk7pSxWo/za69evs7S0tO2i5XbYJJvhxfEE8ZzKwYiL6YUspgV1XoVYXiOZV4l4HTT6HUwni0wnCusyOV6dTjGXKtLb6K0UzIJuhbFoHj3YysN3n6rMSJUFK5aWlipxeqfCDNXwOWXOHwzzj9cWkUWBgNue+YrlTe5uddMVee26XnArPm/0PFeLVJTnkssF5NHRUQqFQo2IyduP1PHMcIyFtL3HTRc1QCDgkgm5JFJJeOBAuKYwWcahBi//9h09FDUDURBQJIE/eHqCF8cT+JwysihgWhZz6SKtARe9jZsnwaZpvmbMoup5sUOHDqFpGtevX0dV1Qp1MxAIVLpigUBg3Zj7ZmWUvGHJ13qBofxw78VHZDvnnZycrAwb75d85UYLeiaToa+vD6fTuSP1xM2OmdcMCpqJ13lrMdMNC01VSeRUVJ8Tn2TP1US8Do43+3niVAszMzPMJW8dL+J11LSqt4N4PE5fXx8NDQ3k8/l9o4ZuFFxcLhetra20trbWVJjm5+cZHBzE7XZXumJbLfCWZfHNwRjLWZXDjXaHSNdkLifhGzeWOdrkW7fq93pgN4nPRspV5UT1xo0bNcImm92f/eh8DS3leHkyRZ3XgX9lfirolplKFPjHa4vc0xnc9H2WE8Dt3gtFErC4FRzLj5BlWYgC1HsdRDwKLkViOaNimLeeMcOy1aLcigSWhaWrfO47fRjH7OHhQqGw40TqzRok7uB7A9Xfm0KhwJUrV9B1vaZzs57P106xOj5vh2a4GrvpfGWzWfr6+lAUBa/XW5mP2ik2iqvVHamN2Cl78QjTdZ2FxSUsh4fz9z1AwLe9669OvizL2vH5x6IFgm4FQTBtkQdsw3nTssipBhGvrSYoCQLKBgXYmUQRtyLVJASyKCAKtmS6IAiVue5sNovf78fj8RCPxyvCDNUMjbKM+3bxfaebKWkmL04kmUkUcSkiJxsUvv/4a0N1rMZOKfmyLFNfX18p6pcLyIlEgmvXrmGaJh84GOCZOQc3YxrJgo5bkWgOOikZFsfC8OgWZtXV4iY/dKaFxUyJiVhh5XptVsmP39e2pQjKXmmHO4GiKDgcjop4VqFQqLB4ZmZmME2zxt+zzOJ5s8bVNyT5KhQKvPrqqxiGsa4Xx2uVfM3MzLC0tEQgEOCee+7Z14duvWAyNzfH9evX6erqore3d8eLxEZBwu+0RQQW00UCLgXTNMmnEyTzGqYkUx/0EHAqGKbJRCxPNKeSLel7ChzVgak8QP3000/vi0rhTsyYqytMZeGO8gKvquqm5pHxvMZUIk+j31Hz87ADojmNmWSRw1tUil4L7JfS42qK4mphk418TGD7na+iZjAWzWNatgpTtUjFVKJAUTdp8teacQfdClOJInnVwOvceMnZaSC4uz3AZ/tkolmVkFsmnldRNRPTgpBbYTpRQJFE7ukIcHU2g9/l5fp8hpxqq0ZZAIJId70bhywSbnLT0OCuVG8TiQT5fH5bPP6yUMpG4jl3cAevF8oCES0tLRw9erSm4FKWmt8LqrtW5bmlrWiGmx1jO5ifn6e/v5/Ozk56e3u5ePHirjtQ68VVwzC4fv060Wh0047Ubjtfy9EYX7o8zdW4iOx18uX5YR470sB7TzVvSfXfa+fL75JI5DWCioBTgohXYW5FzViWREzTYjZV4kDETecGXaSgW65I5pdhWRamaeF3rt3gS5JUM9ddPSM1MTFR0xXZjoiUUxb5yfvbedfxBpYzKgG3THJmpOL3tRF00yJb1PE6pQ0Ty62w13no1QXk8lxUmzfOfCSPKUioDi8Oj5/2sJvkVGKNcfJmaAu5+LV39vDKZJLFjErQLXOuI0hTYOtC/25mm/eCapqj2+3G7XbX3JfyfmV0dBRVVfnzP//zfZlr7+7uZnJycs3Pf/7nf54//uM/XvPzT37yk3z4wx+u+ZnT6aRYLO7pOqrxhiRf5QRodWAoYz+qc9UoUxWi0SiNjY04nc59z/arg0m1dOxdd91FY2Pjro65UbIkSyIXDkX47KU5xpbSFFMxSpaA5HAgrdCqciWdnGrQGHChSAKTsTyRXQYOwzAYGBhgeXm5hja516BQjd0cZ7VwRzUFr1olsJyMiYKAwNpFtHzmN2qcc7/FLspYfX9WB8Cyj0kkEtlW8nV9LsNn++aZT5cwLYs6r4N3H2vg4Z6I3YVzSIjYfHNZunUsVbepgVttMnaafHVF3Dx5uonPX1kgU9KRBYGCZidWU4k8ZSrHMyNxFFmkoJsosohs2LMClgUtQSeH6j2MxwocaQnR3t5Ae3s7V65cwePxIMvyGn+xcoK7esNwh3Z4B28kyuv03NwcJ0+epLm5ec3f7Edhsxyfx8bGtk0zXI3tdr7KsXRubq4mlu5FsGN18pXP57l8+TKSJG3JhimvT9tdsy3LYnJykk8/N8zzywqiCK2KSLKg8emLM2RLOj/1wOYKqXuNs+c6g4wu50kVLAQBeuq9LGZKqDok8hqZok5z0MkP3N284YzQ6bYAr06nmU8VafQ7sYC5ZJGwx8GJ1s0LToIg4PF48Hg8FRn39USkynF6tbdYNRr9ThpXaOvJmY3PaVoW/9S/xD/1LxHPawRcMo8fb+D77tr4PW6EncTnhXSRf+pfWin2ybylt47HDtdV5rdWz0WdXplxt4vIUeITWQRBYHR0dMt7UY2AS+atR3Y+PvN6dr42O1/1fens7MQ0TcbHx2lvb+db3/oW4+PjHDt2jHe84x088cQTvPvd797ReV9++eWa9aa/v593vOMdfOADH9jwNYFAgMHBwZpr3E+8IclXd3f3psnVflTnyqimKly4cIGZmRkKhf1XWCgv6IVCgb6+PizLqpGO3e0xN7oPZzuCJOJxPndxjBwuwkE/hxUDtyJS0EwM06It5KK7zsNyTqWkm4jOnXe+que7Vgem/Uq+9uOhXo+CV+ZdT05OVoQ7AoKDsZiFtyWILNn3I16CU37nhlW/1xqvVfJVjfUCYJmjPzs7i2EY9Pf3U19fX0kuqgsji+kSn3rZtjVoC7mQBIHFTInP9i1Q53NwosXPXW0BmgNOZlMl2oJOJFEgpxrkVIP3nGjcsvK43UCgmxZfv7HMNwejJHIqjT4Hp1r9NPgczKdLPDsSQxJtm4SQR+G5sQTZjErIo+BRJEqaWbFYsIDRWIHuiJv7um7RpUzTxOv10trayoEDB2qEYKqfp3A4jK7rtLW17Yvgxu1YobuD7w2YpkmpVOLChQsbxp39KGyWzzM9Pb1tmuF617FVjK+Opavf026NkqG2e7W0tMTVq1dpa2vjyJEjW64/5d9vp2NQ7qbNLUUZ10O4nSWCiknArRBwK0SzKk8PRXn8RNOGc7Dl691b8hViMa3y3PAS81mLkkvl/gNhjjZ6cTskAi6F063+NV6H1Tjc6OV9Jxv5xs0o4zFbsKXB5+A9JxtpDdYmq1td63oiUqu9xaopiptZz2z0889enuevL84irhQFYzmVT7w4Q7qo8+HzHZte32psNz5PJwr8+pcGmUsVUSQB3YRXJpNcn8/wS29ZX2Bt9Yx7NBplYGCAUqnE9evX0XW9cq9eC8/P3cw27/V82+liiaLIoUOH+G//7b/xy7/8yzzxxBO87W1v46mnnuJLX/rSjpOvhoZav7P/+l//K4cOHeLRRx/d8DWCIKxbwNov3BZqh6uxX7TD2dlZBgYG6OrqoqenB1EUXzNKoyiK5HI5nn/+eZqbmzl27NieH+qyOtJqWJbF8PAwA0OTaA4/iTwkovaCGHDLPHa4Hlb42+mChluRbG8lVd3RIl6e72psbOT48eNr3s8b3fnaDNVdHbAVNePxOGdZZno5xcWbKZxOB6Io45IsHj/RsKNW/37j9ZZRrfYxOXjwIN/61rdob28nl8sxNDRUMU8s38MrsyWiWZWehluBsDXoYnQ5xyuTSU60+PE6Zf7PR7r4n9+ZZC5VwsTCKYs8eDDC99219SK2XQrE/3dxln/sX0QSBNyKyFSiyFJW5V8+3EXJsIh4nRyotzdqlmmhiFRmw1yKRL1PIJZTV6TwJd56pI53HK2vmX9cHSRWB8nyhiGRSPCxj32Mr33ta4RCIf76r/+aH/mRH+Huu+/eFVXidqzQ3cH3BhwOB2fOnNn0b/Ya/8pzK+WEaLfD+lt1rpaXl7l69SrNzc3rMmT2knyVi5rDw8NMTExw4sQJWltbt/Xa8ndrq3iVz+fp6+tDkiQOnjhLfmqEgFPCMm5dc8gtM50oMpcqvqbJlywKvP90E0fCIs9dSXLPmXZ6Grw7mm8WBIEHD0U42epnMl5AFAQO1Lk3pZFvF6u9xXK5HPF4nGg0yujoKA6HoxKHqq1nNron2ZLOl/uXUCSRBp+9pvtdMvGcytdvLPO+U03U+7Y/q77d5Oszr84xmyrSGnBW1AeTBY0vXFlAFODhngin2wLrCmmUIUkSsixz/PjxmnuRSCTWeH6Gw+FdWyOV8Xp3vnarItzV1cWTTz7Jk08+uedrUFWVT33qU/zKr/zKpp9rNpulq6sL0zQ5e/Ys/+W//BdOnDix5/OX8YarHa6HvVbnyvSLpaUl7r777pqs97VIvizLIpVKkUwmOXXq1LYX8q2wXoApS+BOxvNczASJ5Ww+syRKJHIqsVwejyPJ4SYfJd2koBk80B2hJeDk+RtLfH1C5YX8MB1hNw8ciNBVt7ZCWi2Lv9ogsxpbBYXtLlqvx2bR6XTS0tJCS0sLd59QuTi6xORSEquYpV60SE30M5S5pcz0ephHlrHfieduz19fX09HR8caiuLk5CSXFgWyOZm818LlciFJ9v1xKhLR3K0CwYkWP7/15FH6ZtJkVYPOsJujTdur1m0nEMyninxrKIrPIVWSpYjXrjp+8eoiAZeEUk15NOxjKiu+KqmCfa0Bl4xTEvnIhXYePLR2uHmrRLB6w/CpT32Kixcv8oEPfID+/n7+9E//FFmW+dznPrdpZW093I4Vujv43sFWa/JuWSWWZTExMcHIyAjd3d2Mjo7uSSVtI1aHZVmMjIwwMTHB8ePHaWtrI1XQ+NzlGZ4eiqKbFg8cCHPcZRHYZRwvn3d+fp4Td9/DCzMFXn7pOpIgcP/BMG870rBhUlHd+doI0WiUK1euVGbuEnkdhyxSKlk4ufXZFHUTpyxWxIk2Q1le/+bNm+RyuUohaLOu0Gq0BJ0cDgmcbgts6+/XQ9CtcLrttfPdrPa57Ozs3NB6pq6ubt3CNMBcqkSqoBNe1ckLuGQWMyrTicK+J1+mZXFxImlT71cSr0xRZz5ZpGRYfObVeb46sMzZjiC/9s5DGz5f1TFw9b3YiK5Z7ortRlHy9Z752s359ttk+Qtf+ALJZJKf/umf3vBvjhw5wl/8xV9w+vRpUqkUv/u7v8uFCxe4fv067e3t+3Idt23ytdsEqUwzlGWZBx98cA1/ey/+Iuuh7FGWzWapr6/ft8QL1g73plIpLl++TDAYJB/oYjE7Q1vQXenYBFwyw0tZNMO0N5tAyKWwkC7yx0+P0zcVI5U2aVcKDC5kuTyd4qfPd3K0+RZne6P5ro2u73btfG2GkMfBO0+1A+3k83lefPFFenp6iMfjNV2fMgd9p8pMO8XrQTvc6vxAzaK/mqJYuDbL9VfmSKezxOMJZFnG6XSSLgi0HailHXmdMg8e2rn9wEbJV141+M5InGuzaRYyJeZTJY421y7GfqfEeDTP+QPBinmlKAjIkogo2FYMB+rcuBUJQRBQRIGCZmyo9rmTCp0oinR3d5NKpfjsZz+Loii88sorHD58eMf3oBq3S4XuDt48KHecdrLmqKrKtWvXyGQy3HvvvbhcLkZHR/dUNV+v81Xt9/nAAw/g9/vJqwa/8aUbXJ1J4ZDt7/I/XJqj3mnyfz/s5tAOz1uOoQDH7zrH735zgmtzaRwrFOQrsykuTSb5tXcfXlcpbrPOV7XcfjlxBKjzObi3M8Q/X50lINtqhUXNZD5V4lxniAPrFEBXn9OyLC5evIhlWTQ0NFQ6IYqiVOJUJBLZsmj4Rhf6dorNrGfS6TSZTIZkMlkjiuR32gW40kpyW0bJsE2Lt5PsVmM789ACIK3IvINNjZ9NlWwVSVEg5JbxOmVenEjymVfn+P67mnlmJM5SpkRzwMmjPXWEPMqmqsPrCWotLEV5eWyJmf5F3KLO6bYAzQ3b37e8EZ2vnZ4vm83ua/L1v//3/+bxxx/fdK9+/vx5zp8/X/n3hQsXOHbsGH/6p3/Kxz72sX25jtsy+dptda6sLlhWRFrvQ97PzldZ6SkcDtPd3b1n/5TVqBbcmJya5msv3yTvqscrhbg2l0LXrVqqnAAuRURE4O72IE8NLpMt6iTyGhcnE4iWSZcb2sNuLMtidDnPV64vcrjRhygKFAoFLl++jCAI25Lhv51mvvZ6/oaGhkrXoVq4YzfKTLu9hjcK65lIVkMURS4caeGV+SITsQJ1fhlD15hJFnAJGuLyMJcuLVXuj9/v39X7WS8Q5Eo6v/PUGFdm0wjYJs7xvMrwksCRJi8CMJ0sMpssohkm2ZKObliouklL0IW5sslUJIF6nwOnJDIWzbOUVfG7ZJ4ejuF3ybSHauf9dhokcrlcxUBSFEUeeOCBHb//1bhdKnR38OZBuaBgGMa2uvtlz6tAIMCDDz6IoiiVjsNe5kVWF0GrY2m1t9bTQ8v0z6Vp9Dsrgj2GaTEVy/D0eI7779r+Ocv2G+XO3bOjCfrn0rSHXJVjFzWDV6dSPD8W561HGtYco1odthplL89kMrnuHNyP3dfBbDTJtZkUY9E8DknkdFuAn32oa8u1MpPJYJomPp+PI0eOYBhGjYltLBardIUCgUAlGVu9Dr/RcXY/UK0c2NfXh8/nQ5IkFhYWGBoaqljPHK138MpsHkWy7URKukk0q3J3e4BD9Tubw99OoUIQBB7pifC5voWVOGSg6bYXlyDYCZ9LkShoBl++tsQ3bkZZzqoVka+/vzTPv3/iMCG277cZL5j81bUso8tgWj4s02S4JPAuPYFcJahV7oytt5+7XWe+qrGfQlaTk5M89dRTfO5zn9vR6xRF4cyZM4yMjOzLdcBtPPO1k+pc2e1+cXFxDc1wo2PvBWUFo+HhYXp7e+nq6mJqamrf6YzlAHXt2jX+8doiC0RwoSBreabiBTIlnYJm4FYkMiWDeM6eyxEFgb++OENH2EV3nZeFdBFFFDAMiBYtDmN/Bo0BB9PxAtGciqzlNp3vWg/fq52vrbCVMlO1YeJ21Yg2w+3W+VoPAZfMz5zv4Mv9SwwuZjFFhXsOBXj8RAOdAamSrE5NTQHULPqbSbRXY73k68v9S7w4nqAx4CTslrEQyKtpljIl6r0KqmExFS9Q0k1kUSBV0FENk6Ju4HdKeJwy7znRiGlZXJ/PcHU5g2ZY1HkVDtR5eGUqxVJG5ZfecqCGprLTIJHNZndEAdoObpcK3R1872CrNbn8TOu6vmnyVU0zLMe4ah9OsL8je5n5MgyjJpaup5p4fS6DYVo1SqmSKCALAteXticqU70/OHv2LKFQiNHRUS7PpJBEoebYLkXCwuLabHrD5Gv1Pc7lcly+fBmHw8GFCxfWLc6FPAr/5/kmnr9eoPnAISJeB0ebfMhbiBDNzMwwMDAAwMmTJzFNs7LPqC4Kwq2uUCwWY3JysrL5LidjWyFb0ilqJkG3vGtZ9tcbHo+nIoqk63rFeuZCMM30osZ8XMUSJRyyxJEmH7/w6PrCF5thu/H5h8+2cm0uw8hynrxqYFggilDvc1S6qLIoMJss4nNKNPldSKKAYVrMp0r8wbfH+egjddvaT1iWxWdenWNwMUdnxGY/qYbJZLzA5ayf/+uxU2QyGeLxOHNzczWeqNWjFd8rM1/7lXx94hOfoLGxkfe85z07el15H/7EE0/sy3XAbdr52kl1rppmeOHChS03envtfOm6zrVr10ilUjW0vP1I6tY7VyKRICt4SDoaafW7CLntYOdRJBbSRcaieep9DmJZlZJhIkkiiiQyuJjBMOzqv7QSMJyySLZoVw7tLz2IAszNzrA8PcbRo0fp6Ni+EtCbqfO1EbajzFROMsrKTDvFG514lp/brT6HlqCLj1zoIFnQMUyLiFepDA+3tbXR1taGaZqVRb9cjXS5XDVDwhnVYmQ5hyQKHGv22UbH1CZfpmXxD5fm+Z/PTpIp6qSLOl6HxIF6Dz0NHvrnMkwnChR0E1U3kQTb20uWBFTdJKca1Pmc/Mcnegm4bTrHJ16cJlXQ6a7zVK7dMC3GonkuTaV421Fbqtf2r9kZN32/jSBvpwrdHbx5IIriltR7VVXp7+8nnU5z7733EgqF1hxjt35X1ccoFov09fWRSqXWPQ9g04Sx1wNVN5FEW0jKBFzy+utVQTX4zkiUiWgev0MgUpgl6BIr+4PyequIAuutvJbFpslH9Sx2WS2xvb2dw4cP2/fWtCioBp6q+R8AWZLo8Iuc791aErzarubkyZNcvXp1y/W5uitUrWZbLhp6PB50XSeZTBIIBCprbbak8/RwjOtzGTTTos7j4MKhMHftYTbs9cDquCnLcoXBcuTIER68N8eLQ/OMLyaRtBw9wRLJWRALdkK6XQbLZlTAatT7HPz2k8d4ejjGsyNxnhuNE/Y6qPPeEghJ5u2uccSjVOTnbVqiwlgsz1TCh2Mb+6GxaJ6XJpJYWCxnSkS8DjwOiZaAk9HlPLMplc7ILUEtTdMqs3PDw8MUi0WCwSC6rpPP53fNVtkJdhNX99M/0zRNPvGJT/ChD31oTV7xUz/1U7S1tfHxj38cgP/0n/4TDzzwAD09PSSTSX7nd36HyclJPvKRj+z5Osq4rZOvrapz26EZrnfs3SZfmUyGy5cv43a711S49qK+tB7KRnOSJBFpP4yeWKgkXgD1ficnWwNMxvLEcyoFzUCRBDyKaAcqw2JoKYvPJXOiNUDQLbOQKiKtXKJumCykinS5S8Tntp7vWg/7mXy90QnIdrFamalsmLi0tMTw8DBOp7NSaQyHw9ui9twuna/tiqOsHmSuhiiKBIPBiot9dTVyZGSEZ6dLXIrLFEwJRZZpDbn50AMdnOsM1iRf37gZ5W9enbM9w0QBSRRIFXWGl3OcbPHT6HfS2+BhYCFLEh2PQ6x4i8migCjAZLxAqqgTcCsIgkBBNWn0O2uGraWVY8+nb1XRLcuey9hp8rWfHl+3U4XuDt5c2CwGlmmGfr9/wy7OVsfYDnRdZ2lpiXA4vOl57jsQ5tMvz3B9LoOFXSx0KRKyAGeb177m6kyaX/1cP0uZEpZpW654HSL//r3HKoXZ8jp3tiPAy1NpciW9IoCQLmg4JIFznRvL55cTz5GREcbHxzl58iQtLS3ohskX++b48tUFEnmNBp+D99/VwhMnm9btmG2EUqlEX18fuq5z/vz5HXuLwVo1W1VVmZubY3x8nGvXrmGaps3cCIV5esbg+qJdxA04JBYzJb7Qt4AsCBUPr5JucnU2jWaYHGv2bxoDqu/xa43NzhPweXnn2R6ASjIai8Uq9FOfz1fTCdpo/7iT++53ybzvVBPvOdnIx74yzHOjCWI5+5nKlgwcsl04kFadSxQFTNOeBXRtsY+NZlU+8cI0U4kCiiiwLKrMJEv0NHgIuGQ00xZaq4aiKDWjFWVBrWQyyeDgIENDQzVF5O2yVXaC8v54N52v/ShsPvXUU0xNTfEv/sW/WPO7qampms8/kUjwsz/7sywsLBAOhzl37hzPP/88x48f3/N1lHFb0g63qs5V0wh2amK82w5VWba+u7ubnp6eNe9hv4Q8qod2W1tbSafTmJJtCLt6EWgKuGgPu7k5n2EhXaSkmYiigM9pu9EnCxoTsTzddR6ONvlZShcxLYvR5RymaeLW0pzrcHLh/NbzXethq2BiWhbfG+SF3WG1YWK5qhiPxxkdHaVQKNTIta9XXdpJ4vNaYbudr92guhr58mSSvhujCJJBg9OgWCowOl/g976a5lcfbcUrqJU5x69eX0LA7rZNxgsIAraHnWoyny7iVESevKuZeH6aZEFDEkVMC/KqTZ0xLVjOqgzMZ+kI24Ek4lVQ9drvvmVZGKZZU9gof493OvO1X7TD261CdwffO9jO87de4lRN/+vp6aG7e3N61l6Sr5mZGaampvB4PJw7d27T88wlC+imiW5aCFgY2KbtLX6Fs021m7jvDEf5N/9wjUzRWOloWYCAVjT5tS/cAASeOGWrgoqiyP3dAW4s1vHsaIzFjAqAUxZ5x/FG7unaXGjqxo0bFIvFijAIwF+9OMVfvTRNUbMp0MvZEuMxm4L2gXNt20q+yoIgoVCIc+fOIcsypVLJfjd7KFA6HA7q6+uZnJzkoYceIpvNEovFuDa+wHcHs0Q8MpbkRXR7aA+5mEwUuTiZ5HiLj1emUvzB0xMsZkpYloXfKfOj51r5wNmW26JouB1UJ6NlBku5KDgwMFDx01rPW2w3xVFREPjVtx+iu26eb9xYpqCZ3NUe4H0nG/mjZyZIFfSaImC6qBHxOmgPyuTTm8edr91YZi5dIuxWUA0Tn1MmW9IZj+VpCTgJexy0hWr3c9GsyitTKdIFjQa/k3OdQVpbWxkcHOT++++vMHoWFxfXsFVCodCelE3L2E1chf2b+XrnO9+54TPz9NNP1/z793//9/n93//9PZ9zM7xhna/tcNPXW9xzOXs2SRTFbdEMV2OnSdJ258n2g3ZYTWm87777KJVKJJNJDtV7CbhlFjMlmgP2l6qoGeRKBvU+B6ZlV06cK0puC+kiDllEwPaZuDabpino4l3H6lGjU3R1+0guTHJ/TxPnTp/YNed3vc/QsiwuTcT44kuDLBcsWiM+Hj3SzH0Hwhv6W3wvdb42gyzL1NfXU19v00pWy7VXe49FIpEaj443OoiVK7OvJZ4diaOZcKDe3qxYQL2qMhrN853BRU75cvb3HpH5ZB63IhF0KyTzGqmibT2hGSbJvM77Tzdx4VCEmWSBwaUc2aKGYdnS8gCSIKAbBl+4ukBPg4dDDV7OdYZ4aSLJbLJIc8CJZVnMpUqE3A7uar9FsameqdgustnsvnW+brcK3R28uSDLco2Vi6ZpXLt2jXQ6vW0GxG6Sr2oLmM7OTnK53KZrjmaYfPbyHAGnQlvITaao2x1pUUDTNCaSOvet/G0ir/LbXxsiWzIQKKddQqVbphkmv/fUCPd0h2n026I4sijwy287xEO9dfTPphEFgdPtQc50BCuUsNXIZrPouo5pmpw/f77SsYvnVP7yxSliOa0iooBgK7X+/aVZHl/pfm0W58pMnkOHDnHgwIHKvVmdBOx2na4+XrlomJDCROJztHkF8vkcS8tLmIaBKjoZUwsMznr4rW9MkMxr1PsciIJAsqDxiRdnaA44eaR3rU3HTqGbFvGcnfzWeR0b3vvV2C1jxLIsRuMqA/MmTiXCfXcdxCNolXm5so1CeV5O1/VdncfjkPjQ/e38xL1tqIaJS7bpurGcxp89N8VCuohTlijpdkfsx+9txSGWKG6yH8urBtfmMjT6nPidMjcWsqQLGrIkEs9peBwSP3imBV+VlP3AfIY/f36apUyp8rOnbrr5uQftERNJkggEAgQCAbq7u9ctIlfPuVdTVneC3SRfpmnuO6vkdsFtSTuE9b2+5ufn6e/vp6Ojo8Kv3s1xtyvmUTZKLKv/bZbo7ZV2mM1muXTpEh6Pp0LDWF5exrIsmoMu3nGska8NLHFzIYsggCRCd52bRE7laLOPF8Y0dMvAME1SBR3TtPA6JRRJpDXo4ofvaacjIPLyC5NIhQkevX9n813rYb1g8syNWf7sWzexRAWfU+TaVJSrE8u8pdvNu0+2bOhY/2ZIvlbD7XbXzEKVOfjVtIfyRme/5wV3gu1y2veK5ayKq2q4XcCuyDqdOqGmJtpCOYrFIg5JwGMVmUmYiJpMq1cm6HKQLpkUVIMfPdfKhx5oRxYFPnC2lRuLOb42sExJN215edGmJvU2ekgVdL49FONQg5fDjV4+cKaFf7q+xEQsj4AtOvPk6eZKdwxuKUDtJODupxfJ7Vahu4M3F6oTp2QyyZUrV/D5fJvS/zY7xnZQLppKksSDDz5ILBYjnU5v+ppUQSOW0/C6JDwOqWIKbFkW0zGNxeyt/cELYwliOVs9zsBeW4SVLMyw7HiZLem8OB7n/adbKvFakUQeOBDhgQPrC1JYlkWqoCOLArlUzKbsCRIxRxN/37dIg8/JhUMRnh2JEc1qSKI9L2ZTEy1KuslMvMBMokCDsv4ewbIshoaGmJ6e3rTAa1kWedVgbCmLU5HpCLuYT5WYTdmU6bagi/awa1MT39XrischIUsiistFg89LvWWhaRpjiylEvcjffucaiwmRRp8MpoEoy9R5Hcynivzz9eU9J19T8QIXJxIsryStjX4H93eH13Ru9guaYfIHT0/w7aEYpRUWRNAl83881Mk7j3Wu6y2Wy9lFwbGxsV0lH5Io4BZvFfKevKuJOq/CP/YvMZMo0hXx875TjTx4KMLExMSmcccwLUzTQpFE2kMuZFFgJlkkW9JxOyQeP97IO47emilUdZNPvzJHNKtysN6DKAjopsVELM/fXZrjjLg2GVpdRC4Wi5UuYZmyupqiuF1hPEmSdhRXc7kcwJ3k6/VEtdx82Vxwfn6e06dP09TUtOvjblfMozxI29raytGjR7f8su0l+SonlaspjZmSyVRaZzqe58FDEboiboaWcmiGSWvQhWFZ/MOlOXobvESzKpenk2SK9jU4ZIGOsJtkUadkmDQHFKbGBgF2Nd+1HlYnX9Ozc/zNd27gcnk50l63kuDCbDzHjZTG8YVbjvXVc1FvtODG64H1OPiJRIJoNArASy+9tCHt4bXGVj4ms0mbgrKYLtHgd3BfV6gmWdkuDtZ7GF7K1RQ+bDoRtAScgM3t7unp4Seo44+eHidjGLgx0EoldNXicNjBW9tBKxWR3W4USeT/euwA88kCl2fSSKItvHGgzkOj38FiRmV4OVe5hgcPRTjdFmA8lkcUBA7Weyqbuur7sVNe+n52vu7gDnaL7dIOdV1nYmJi2zTD1dgJg2RxcZFr167R1tbGkSNHEEVxW0wRv1PG65BIF3V8t0gCaIZl0+urmFBzi1F0TUMRRQzDWul8VV2vYHv+FVWzcv1bnf/qTIpPvjDFzcUsuqrS5VH50QcO8r+emWBZnUYQRbCgNeTiYL0HsJCEW0UbURTAgLxm4HPKCJa2JvnRNI0rV65QKBQ4f/78ugUcO87Ct4eifG1gmeVMCVkSkASBkEfGJdtrlVMWuacrxKO9kXUTsPU+34P1HjrDLsZiedpDblyySFoFxeXhvXcd5JnhKMLCIoYlYBSLlbVRtARmE7ldd5/ApsJ9ayhKrmTQ6LeT/rlUkW8NRnnfqSZCW8yV7fTcRc3gfz03zZevLRJ0y0QCDqyV6/ifz05ytMlHZ8S9xltscnKS+fl5CoVCzbzcbuejBEHgkd66dRPXrQqhPqdET4OHV6fThNwyLUEXLUEXC+kikijwvlONNfdkNJpnNlmkLXQrKZdFgQafg+GlPIfqtu5EuVwuWlpaaGlpqZlzX15eZmRkpNIlLO/nNirg7NZgGe4kX/uK7dIOc7kcV65cqXSfdqMmt/q4sHHyZZomw8PDTE1NVQZpt4PdzHyZpsnQ0BAzMzM1s2u6YfLUzWW+eHma0Xmdv5u8Snedhw9f6OJtR29VxSZitl9IUTM50xFiJlFgPl1CFm1lQ9206G3womo6X3zmVU432O83ENgfFaPyZ2hZFiMjI/QNTSJ4Q3SFfQiCrRoFAk1BD1OJAvWd3fTUu0kmk5X2fqFQwOFw4HK5KmZ6//+QjDkcDpqamqivr69QWtPpNNHorQS1eoHfjnDHbrHZgj8wn+EvXphmOauiSCK6YfLcaIIPPdC+YzWsxw7XcXEiyUS8QL3XgWFZxHIqB+o83N8dYm4iWuGWP3a4jrxm8IUriyTzGi6vi1OdTt7f4yQZizI5NorT6URwB/n7YY3ZZAlJFHFIAiXDrhADlDSTiKc2GPhdMqc3ufbdeJ/st9rhHdzBawVBEJicnETTtF0X4rbjxVkd306ePElzc3Pld9uJl05F4l3HG/nUS9OkCxo+lz3LHM2qdIQc9IZuqQLK2Xl8bicmwspsEpgr2wsBe9PqcUgca/FXzr9Z8jW8lOXf/+MN4jkVBzq6YXIz4+Q/fGOWkmrRGJDwuhzohslMokA8p9pUZ9NCFK1K58s0LdxOmbaQi2SyWLPnKQt4eb1ezp8/v+EaLwgC4xm49MockijQGnKSyGsMzGep8yo8caIRlyKRKmi8PJGkI+yip2H9tWj1nkuR7NnZf+pfYjJeQDVMgi6Zxw7XIQLzqRIlAzK6gFtx4XWLWIZOqajiNbI899xzu/bAHI/lSeY1DlVda2fYzVi0wES8wN1bJF/le7MdXJ5O8RcvTPPKZIqiblLS7bngsEehwedgPl3iu6NxfizStua1sizjcrk4ceIElmVV1Hyr56PKxeSyhPtq2KyMzVU0YWvTY0EQePvRBqYSRYaXc3gctoeZIgq871QTEW/t/dcNE9OykFbdJkkUMCwLi50xPFbPuZe95sqjFdevX9/Qime3cbXsn/lmw23b+ZIkiVgsRn9/f03FbK8oP2jrLfylUokrV65QKpU4f/78jrLtnc58lRWNNE1bU/F6cTzBpy9Os5AqohrgME0uTSWZTRb42PuPc7TZDiAdYTeHGry8MpnANC0KumErwwm2UEFvkw+/ZNA3towUCXH27Cm+/e1v7xvFTxAEdF3n8uXLZLNZHrj3HBefnaWkm7iVW5+VathtcocsrqkqFQoFbt68SaFQ4NVXX635fTgc3pdBz83wRtMdy+f3+XyEQqE1tIexsbGKeWaZg77fsrAbVRB10+LzVxaI5zV6GjyVZHsyXuTzfQscb/btyA+mp8HLL76lm8/2LTAZyyOKAhcORviRcy0E3QozVYFHEATee7KJtx6uZyZZxOuQaA06a76/yWSSv3xhiqGFLGHZIC9JGBYIlslMsmirHwpw4eDONpe79SK5k3zdwe2OVCpFMpnE5XLtiGa4GlslT2UZecMw1u3obDde/uT9HcRzGk8PLzOfLKJIIkeb/fzsPRGKy1O89NJLWJbFB95+nml5mm/cXMbvlO35sJVjeJ0STknkns4Ql6YSfOblGXJxHSOc4bG69WlzX+ibJ5Yt4Rc1ZFnGG/JR0EyGFrP4FHCsrHuyJFLnVYhmNbwrQleaYWFhgWUhSyLvOrFW7XBxcZGrV69uKOBVDUEQuJkU0BSTzogPwzTQDAufUyJXMphNFjnU4CXoVljOqoxH8+smXxudo9Hv5Kfub2cuVaSomTT4HNxYyPL/vTJLuqDjkAQyRR1VNyhpEhYQ9Lr4uXf20u231nhg6rqO2+3eMpFIFrQaj7XyNcqiLUCxFbYbu+dTRf74O5Mk8hqiCIokYFiwmLELij6nBAjk1PWf5+r4KAjCmvmoMiWvWsK9nHzM5gW+cGWRGwtZFEngoZ4IP3BXM0H3+vua9VgolmXx9RtRvjqwRDyvcaDOw0MHQ2RVg8l4kbBH4VxnkNOta+XYu+s8RDwOlrIqrUFX5XjLWZXOoELYvbc99WqvudVWPLquEwqFiEQiFSG9neDNXJC/LZMv0zQpFAokk0nuuuuuPdEMV0MQhHUX/ng8zpUrV4hEIpw9e3bHnYad0A4TiQR9fX1EIpGKolEZumHy7EiUaFbFpYg4TYh4nQRdMnMplX+4NMtH330EcUUi+3iLj69dX2QhXSSvGZR0k3qvg55GL26zwOxijGAgyJljPZUN5X7NFxmGwcTEBH6/nwceeACHw8Hx5jTPjcVwKyKKKKAZJrPJIkeavHSuQ1Vzu934/X48Hg+9vb01XOvXOum4HbBeAKlOQHt7e2vMM6enpwEqC15dXd22qkKmZbGYLiEIAk1+R8193Ih2OJ8qMpMs0hRw1gSf5oBdKZyMFzassG6E020BTrb6Wc6oyJJAXVWlbj1agschcbhx7TnKi/5kYYHmugD1HgVnKs9EvEhBNdBMnaWEwftPhDnT4twRRWU3yVc+n9/U3P0O7uD1wEbPuGVZTE1NMTQ0hM/n25HP0XrYbOYrFotx5coVGhoaOH78+Lrfpe0yRZyKxP/9rl5+9N42xqJ5Qm6Fk61+piYnGMpmaW9v59ixY0iSxP/zrsMcbPDyz/2LLKVLCIKFKIi0BF2c7QzyT9cW+Mr1RcyVAs3l+CRx3cEPnllrYt43GcXSVVwB14oSsIAg2HRG06JM6wDsBEwU4XhzgKHFrC36Y9miH51hNx8+3wnckqgfHh5mYmKCU6dO1XQDN4IgCCRVAa/31sbVFh4R0U2DvGbPsA8t5XhxPMl3RxN8czDG993VxPkD2ys8SaJQoZJHsyX+4fIci2mVRr+DI41eRqJ5SppJ3jI5WOfmZx/q4kxnCKDGAzMWizE2Nsbc3Bzz8/OEw+FKV2i1onLYbavPVq/NpmWhmdaGycl692YrvDieJJZV6a5zU9QMFjMlXCsMidSKtYAosGm3sJw4D8xnGYvlaQ7YioHVar5wS2QrFovx4sAkfzsmkDNEwh4HJUHkc30LjC7n+Y3He3HKaxOR1SwU07L47a+P8o/9S2iGPdM8tJjj1akkP/9IF//mbQc3fe9+l8x7TzXymVfmGI3mcSsiedUg6FZ499EI1nJiy/u3E6y24snlcpXkNB6PAzAwMFChKG61d8lms3tmu92uuO2Sr7LIha7rdHV17WviVUZ14LAsi4mJCUZGRjhy5AgdHR272uCXJbLXq/ZoholuWDhlgenpaYaGhujt7aWrq2vNuYq6yWK6hGFahNwymZKdKMmShEMWbIpDXqXe58Q0LV4YSxDxKhxv8ZNe8UGKZUu8PLpIh8fA4Ytwqj3CsWZ/xfBxP7o90WiUeDxekcQtv+f339VCoqAxtGLyjCDQFXHxg2eaN1QxusWRv6UG2NPTU5N0lFXeygnHTikOtyu2IzW/2jwzk8kQi8WYm5vj5s2beL3eGlnY1ZudmwtZPn9lgalEAQE4UOfhB+5urtA9diu4sds0WBQEmgJrF92tKqUbwgJJEmmN+GgIeknmVWaSBZ7o9XJfROWVl1+u4aVHIpFNO6q7Sb6y2SwHD24eCO/gDt4IaJpGf38/yWSSe+65h4WFhT3bomwkVz82NsbY2BjHjh2jvb1909fvpAjYGfHQGfFUrFjKsyYnT56s/I1DFvnx+zr48fs61hRbfujPLjIVL1R8/XQT4nmdP/nOOA/31NHot9ejMlVSVHOIsgOX61bB0CEKtjG7ZdWYM2eKOl6HzG88foSXp5J88+YyuZLOPZ0hvv9MK+0rSY1pmui6ztzcXI1E/VYQBIE6l8Vy0aBlxX7M55RZSNv0Sp9T4tJ0mufHEiu0QYWXp5Jcm0vzS48d4F3HbhWFthP7++cyRLMazQEHXqeM3yVT71NYTKvUeR18+EIHJ1rWXrvD4aClpYXl5WXC4TDBYJBYLMb8/DyDg4N4PJ5K/A4Ggxys9zCwkGEyUaBxZahvMVOi0e+gO7L1HNV2C2rxvGbPAAoCrUEXibxGUbfvQ7ZkAConWvycPxDa8DxZzeJffqafS9MpDNOqzAv/u3f3MBkvsJRRiXgVzh8IVUS2vh0dQxWWaQ/Y30Fd0/AgcWlC4+nrLt5+sn1NnFldgHx5MslXbtjCa2WzZtWwiOU0/u7SPA8ciGzpufbWw3XUeR08PxZnMa3SFXHzcE+EekXlRuy1E9oSBAGfz4fP56Ojo4PZ2VlmZ2dxOp2VTmlZdGyjvUtZZv7NVnSHN3jmazUWFhbo7++ntbUVv9//mimwlQNHtcTufffdRzC4sbHido4JtRvIbEnn6wNLvDSeoKjp+MwcR31F3vvQxjx7jyIR9jjQTHuBL6+V6oqSm1uRKknMclZlOlGgOeDG75LxuxScksWV8QyxIgTaGniwt4G3HK7H45AqC+9ekq9qP5hAIEBDQ0PN51Tnc/ALbzlI/0yCpUyRkMfB0SbfGlGD9Y67GquTjrJJYjXFodwhei2fl9cDOzHPLJsYl53rE4kEsViMmzdvomlapc1fV1dHQhX5s+emiOXUSoC7NpdhOavyq28/SIPfuWHnqyXooj3kYjSa50Cdu1L9W0irtIdcdG4jQO4EO02+BEHgvq4QX7q2SMSwlcsUSQBBoDXk4f339tARdtfQOCcmJjblpZevYzedrzdrhe4OvneRSqXo6+vD6/Xy4IMPVlR0VVXd03FXJ0+qqnL16lXy+Tz333//lnPFu5mRrrZiOX78OMPDwxv+bfV6NjCfZmgxgyyJlW6DYJlopsVypsSrkwkeP9mMqqr09fWhqio/8uARfv/pSZJ5laBbwbQgmrM32JqqEc1p+EyBkmZgWPDDZ9vorPPQWedZt5OWy+W4du0almXVSNRvB4IgcCxkkSuITMRzRFZM4w3TniEqaAYvjCfQTYt6r4Owx/79UqbEX780w1t663DK25/tmUsWCbhlSrqFd6VG5pClFTsbscYTcbNrDgQCiE4P03oAza0T9BjohRQ3btxA0zTC4TDHA37GRJlEXkMQoDvi4b7u4LY7X9tBS9CJINhKgX6XzPEWP1PxArGcisch8wN3N/PBe9pwKeuv+ZZl8clrBS4t6kgiOBQRw4LR5Rw/9zfXaA44K4XIr15f4l892s3ptgADizn8bgXvyk20LBNV1UglCly8OYUzMV6J1ZFIBK/XuyYGfnc0QUkzCbjkyufnlAVKmslcqsRUorAtw+u72wPc3V77nYzFiq/rnsmyLJxOJ4cOHeLQoUM1e5fBwUFUVa2hbHq93jc1nf+26HyZpsng4CCzs7OVwdwbN26skZrfL0iSRCaTob+/v0bafS8oP8TlgGSYFp94fpKLEwk8ikAuk2JShRRh7lcVNiIDiKLAu4438txojNHlApYB2VgeUbBbyGc6QoRXBAREoVa4JJ/Pk44ucLTRR0508zMPHeB4660vXJl3vlvaoWEYXL9+nVgsxr333svU1NS6SZNDFjnVFsAwvNv6cm8nKKxnkhiLxYjH41y9ehXLsnZMxdvJ+V8r7LULqSgKjY2NNDY22lLE+XylWzg2NsaLyxJTUYmeBi8uh8259jolRqM5Lk6meM/Jxg07X7Io8IN3t/Dnz08xspxHkQR0wyLidfADdzfvaN5rO9hN5+vdJxoYXMoytJRDFGxKkEuRePJ0E+0rcsWr5wxLpVINL90wjJogqOv6rgaD34yKTHfwvYlqmuFq3yhZlikUCns6/mq5+r6+PgKBAOfPn9/WnO5mli+qbvKlq/N8fWCJdFHnTEeQJ46GSEzexO12c+HCBYorynvbwc2FLKYJNXvrFbsW3bDIa2bF3DgYDHL27FlEUWIuY/CFvjnmUkUEIORR+JePdDM6MsbzixAv2QWqJ+9q5QfOtGCaFtOJAnOpIqIAHWEPLUEn0WiUK1eu0NTUVBGY2ikiLoHjQR/PjiWZSRQIuBQeOhTmbEeQy7NpTMuWafc5b23SAy6ZWE5jMl7gcOOtuZmtOkZep0zYY/srJgsaXkVCNUyyJYOOsJvmdVgL1SjHtG/ejPLfnx4nWdArsv6nWv28/egh7m9zU8qliMVi1GWSBEQHkXCErmY3dZ7tbUu32/k6fyDMV67bgiK2V5ndLWwO+vm1d/ZwvHnzdTua07i8qCEKQiXmyQKULItcySDklol4HZiWxXSiyCdfnOG3njxKyC2znLlV5BAEEcXhwOEwOHW0g3t7/DWxWlGUyn5O0zQURUEzTAQB1jzpK4JmyjY90dbDboqMe8FqRsnqvUu1L+ro6Cg///M/T1dXF7quMzMzs2knfTP8x//4H/nN3/zNmp8dOXKEmzdvbviav//7v+c3fuM3mJiYoLe3l9/6rd/iiSee2NX5N8IbnnyVaYZAjZphtbP7fkPXdQYHBzl06BAHDx7cl813taILwM2FDFdmUtQ5IZ9J0Oj3cjgUYmQ5z7cGlznctPEX3u+SaPI7iedUVAO0goZDEjnRGuBdJ27RMOt9Dg7Webg6m0IrZkgmEtTX1RPVZDpDLnoa155jt4bGxWKRy5cvA3D+/HlcLhfT09P7Jlix0+OUKQ5l+dPVVDyfz1dDcbhdu2LboR1uF4Ig4PV68Xq9dHR0YBgGL35tEEcyTTabIZlMoCgOnC4nmDCXtDdgm0nNH2328W/edpCXJpIsZko0+Bzcu0up+a2w3eRrJlngpfEk0ZxKS8DFTz/QwchyjpHlHF6HzNkOe65so/fkdDprnp1cLldjsCkIAg6Hg8XFxU2lc6uRy+W2TSO6gzt4rSAItgHx9evXSSQSnDt3rjIMX8ZuDJJXQ5IkSqUSk5OTDA0N7ViuvpopUr0hM02L//KVQb41aFtwyJLAFy7P8rUrk3z0sVYevuc4giCgqmpN8mWYFhcnElwcj6ObFnd1BHmkpx6HLBLyKDhkEdUwkVaUCAXAMO1iZ5ujyMWLa82N/4+Hu3n8RCPX5tLIoi3jHvE6eLU4y3vvrqeptR2HJCKKArph8s2by1yeTlFaubceRaLbo+LPzXHy5AlCoRBzc3M7vtfpgsYrywKOsMrDPRGSOZWcatAZcfPgoQiNASffvBnFKUs1EvOGZSEK1HgrbgeHm3y2kt6KgmJW1cmrJgcb3Lz/VNO2TJAnEyq//cwsRc3E75RYzOikigbfHo7z3VF7VOJ3f+AYZ87YAlPluaDxsTEGrl8nGAxWxgs2op1td88Q9ij8m7cd5FMvzzK4mMO0LA43evnhc61bJl4A8YKBaVkVkRVgRcnS/m/VsK9DXJmnnksVGV7K8WhvHUOLOVIFjYBLxrRsWmXQrXBfdwiv11UTq1OpFIODgyQSCZ599ln8fj/NihuHKFBUdRSXYidihoWqmxxp9O545roau6b57xKb0fkFQcDj8eDxeGhvb0fXdf7wD/+Qv/zLv+TmzZt0d3fT29vL448/zu/93u/teL904sQJnnrqqcq/N9N0eP755/ngBz/Ixz/+cd773vfy6U9/mieffJJLly7V0Jz3ijeUdlj2/1jPS2s/AsRqGIbBwMAApVKJ7u5uDh06tG/HFgShRnRjJlEglckhikUidXX4VlqnIY/C8FIO07QqM1g112haPD0Uoyng5ESLj0tDk9Q3hDEsCHscNfQ9QRB457F6bk7MMrBcoC4cYa4g0uhXeO+p5jVKQuXX7LTzlUwmuXz5MvX19TUD1LtN5Na7pr2+vqxAdODAATTtllt9ubNRPfi7U1+O1xL7mXythiRJdDYEGVhWaaj3YFomxWKRYrFIOqMSm8tx7VoaWZY3/Rzt6m7tYLhmmFybyzCdKOBzyJzpCKyRuS1jOlGgfy4DwPEWP51h17rvtxwMiprBaDSPLNq8+uoO26XpFH/63UniOa1iZ9AScPFLj3XzzmM7F7yo5qWXlSZv3LhBPp9fI50bDocJhULrBqxcLneHdngHbzjy+TwvvPACHo+nQjNcjf2IrYIgVNbY9RK8rVBdrKzekPXNpHhmOIbXKeF1SBSLRSTRIGMqfHdB5O1V88EVH1DT4ve/OcLXB5ZQDds38J/7F/nWgWV+44mjnO0I0RFxMx7NU9LNlRhod8lP1CnkFsY5c+ZMxVS2Gh0RDx2R2u91Oe5V09SGl3K8MpWgwefE73JjmhY3xqf5zlSBn3v7aVpb7a5X2ZplJ+v94GKWaBEerHPjUBR8oo6suJmIFRhdznG82Ud7yMVE3J6dkkQBw7TNoe9uD9ARrhW62Or8hxu9RLvD9M2ksLDfZ32Tg3cca6B1m+bH353MkVcN6rwKSxkVVbeqZoQtkgWN/+cLN/niz91jH7/K1LdQKFRYLRMTExVxpXL8ru6sbvc+dtd5+PV39bCYUTFMi+aAc1tJJECjx7Yw0U1rzWsEATwOkblUkaW0Skk3kUSB8Viedx5rYDya5zsjcaYTBRAEwm6Zf3Ghs6I8WEb5PZbntxsaGmyBisUoXV6dwaRFLGOAIGAh4HVKnOsMMrCQ4Vizf13xjq2wG+n3vWAnnTZZlnnHO97BtWvXUBSFP//zP+fb3/42IyMju9orybK8LXEbgP/+3/877373u/nVX/1VAD72sY/xjW98gz/6oz/iT/7kT3Z87g2vad+OtENMTk5y48YNTpw4sa6XVtkIcr+Qy+Xo6+tDkiRCodBrslEqJ1+qqjI3NY6qqjR0NuF23WrTFzWDiNfBRs9PPKcylyrS4Hfic0q0eeFgkw9LFJmI5plLFTnisqs1+XyemcErPN4tQd0J0iWToNvBydbAuoIG5WvcScI0MzPDjRs31hUI2a/kC/ZX8l1RFJqammhqaqqYAsZisYovh9vtvq1EO15L2uP93SGeH0vYqoV+J4rDTbQo0N3i5/seaMSlZ1lYWKBQKPDiiy9Wgtx6w69lpIs6f/zMBP1zGYyV2cQGv4OPXOjg7vZbc5OWZfG5vgW+3L9EpqQjYKsXPnGikR8+27LmfRuGwcszOf7x5jzLGVuZsTXk5EP3d3B3e4CSbvKpi7b8cXkGzTQtJuIF/uaVOf7duzeXbN4OJEmq+M719PTUSOcODAzUSOeWgyXc6Xzdwe0Bl8vFwYMHaWtr2/C7IMvynmJrJpNhcnISy7J46KGHduXBs5Hy7tXZNJphEnJL5HK2ia/f78Uqmbw8mawULatp/hcnknx9YAmPQ6bJZW9piprBS+MJvjawyJN3t/Irb+vh954aYTFdRDUsJKDVCz9x2GZy7GQ/sF4MHY3mEBDwu2RUTWN6ahqPKCA2tpDQ7Wva7do0lyzgkAQMXWN8ZhpN0xAEkaTpZGja4nC9k3/92AH+36+NsJy9xRZqD7n4hUdvdSO33ZUUBR7uiXCkyctyRkUSBdrDLnzOW9vFTFFnaCnHXMq2Aelp8NbMAMcLekUZsizhXi6WWQg4ZYlYTuO50QRvO1qb9Lrdbtrb22lvb8c0bUpoLBZjcnKyMusdiUQwDGNH+wZbqXfnz6pXEXhrt5uvjRUpaSayJGAYFgh2d3MhVWJxhV6oGXZy/VtfH2M2VeJD97fxzmMNDC3lcMoiZzoCNQq/q1EuQFazM/57r8o/vDrFN29GSRY0NF3HJ5o8N7jAK+MxjrcG+RcXOjcsfm51rtcLu7VwKdvwfP/3f/+uzz08PExraysul4vz58/z8Y9/nM7OznX/9oUXXuBXfuVXan72rne9iy984Qu7Pv96eMOSr6amJkKh0IbDdPvZ+Sp32Mp+YVeuXNn3rhrYi3Imk+HSpUscDHnobWtgPqPTqShIokCqoFPSTR46FNlwIVQkEXmFxiCsfDyWZaEb9pdeWXHLK/PIW1paOL+qa7gZtpswlefw5ubmOHv2bGVeZjfH2s41vVaoNgWs9uWoFqgwTZPp6Wnq6upwu92v6wzYTqugO8WhBi8/eX8bn+9bZC5tzy40B5z80JkWjnUEgYYKxa6jo2PN8Gs5Sa322vjS1QUuT6doDblwK5I965As8okXZvjP7/PiX9kAXZ3L8PkrCzgkkQMrgTme1/jS1UV6Gryc66wVuJlMGXzpxhK6JdDgs+XhJ2MF/vDpcf7Te4+QzGsspEs10veiKNDgczAazTOfLq2pKO4G1Qbs60nnlpOxsbExnnrqKUZGRvB4PHsWMbhduel38L0DSZK2nI3YS2ydm5vj+vXrldnI3ZqfluePV1+HQxIxLZNsNoeiyHjdbhAETMvAIYuVoqUliOQ0KGk6F8fjqIZVSbzAnvtEgO+OxHjy7lYePVzPwXoPz47EWUpmUKPTnGvz8JaHzu94Q7gee0RdMdHN5fJMT08TCARoaWlmZCmPXqalVSWMOzmnxymjmxYzM7OEw3bhp1RSSc8lyCRjPPfcND6fj1+9P8SNlEzOkGgNuXi0t46Aa+0Wb7sxu9HvrKhAViOxsoZPJws4JRHNMOmbSfOWw3Wc7bDX9PaAgkAB3TRZfTpJtKXdwfb62gyiKBIOhysCZeV53VgsRqlUor+/vxKjdjrrvV1YlsWPnfLTUF/HP1yeryRgD3aFWcyojMfyFYPtsqFxpqTxyRemmUkU+PF72wh7FCIr/7Msi/l0iblUEZcscajBg1u5VYxYvR8Iex387CM9fOjCQX7nqVEmYwWaPJDIFllM5/jatQyp2BI/80ArkUhk25Y8b0TytdNi934wSu6//34++clPcuTIEebn5/nN3/xNHn74Yfr7+9ctmC4sLKxRWW9qamJhYWFP17Eab1jy5Xa7N+VdyrK85wSpLBs7MzNTEfKA3SktbQeWZdHf31+ZJYvMZfjUxWkmYnlMwOuQeOxIA4/0rqU3lBHyKBxp8vHieMI2bTQFYjmVeMGgt9GmF5SldreS810P2/EjU1W1xmx6o4d/s+RrpwnF62V2XO3LYVkW0WiU/v5+otEoIyMjOJ3OGpPn13og9fV43/d3hznVGmA8lq9I5FbTFCzLWnNfqqkfY2NjyLJsL+yhMM+PJfC75ErAEEWBtpCL6USBa3OZiqnxK5MpippZkxDVeR2Mx/K8PJlck3xdiVrkVIOD9bc4/p1hNxPxAs+NxTnW5MOyYDVbxK6oWhjm/tzLjSp061EUywWX5557jve+972cPn2ad7zjHXzkIx/h8OHDOz737chNv4M3F3aTfBmGwc2bN1lYWODuu+9G13UmJib2fB3VsciyLLpceURDoyQrBFx24qXqJiXd5ExHkG8NRrk2m+LVyQQzyxKfW7qCyyGxZocPCNgb4jI6Ih4ebolxMzWD74CtlLub9X29zldXxM0Lg7OkSknaW5uJhMMUNANJguaV9a9a8GK7sCwLt5pEFiwEd5CGxkZ03SClibQ11PGuM83UucVKQtJlLNriU0KEbNzAWZWQbDcmm5ZFLKtiWBYRj2PN+MKl6RRTiQI99Z4KDW8xU+L5sQQH6+y9wiMHfHx7sshSpoQogGEBlr1WO2QRzbTn0Y5tY+aqGtUdoeeee46uri40TWNubo7BwcE1tiv7kVxYK/Ne//qxA3zkQgdzKXv2OexR+JNnJ/mrl2YAC90Et2JbAmmGiWFafGswyvNjCSRRwCGJHG7ycrLFx9BSnmxJR1yRv//BM830NHg3tX0Zi+aZTRZpC7sYWc4xFTfQTQndFPnmjEnj9WXu8k8hCEJFvn2zhPR7pfPV2Ni4p/M+/vjjlf8+ffo0999/P11dXfzd3/0dP/MzP7OnY+8Fb7jgxkbYa+erWCxy5coVNE3j/PnzNR22nXqMbAXTNCtdlN7e3sos2am2AL/x+BEGFjIUNYPOiIeuyNadlXcdb2IxXeK50ThzMQFHNk7E4+T8wRDXrl4lk07tWhp/q25VuXNXNk7eymz6du98bXVej8eDKIqcOXOmZvC37FYfCoXW7f7sF17rzlcZHoe0rjcLrK22VQ+/dnR0YJpmRap9bGKKpWgBRZbJChoOhwNFUZBWKCUl/db3KlvS151rlESBdHEt7Wkpb1HQTW4sZLGwCxGNPpuiu5RRee9JL/U+B0sZldags/IsL2dV6jwOnh6KIQoCR5q93NUW2LUa43aDhCRJPPLII1y4cIFPfOITvPLKKwwPD/P1r3+9Yii5U9yO3PQ7+N7CVmv8Tin9ZVEsQRC4cOECbrebpaWlPRcwq4uguq7T39+Pmkjwsw9186lLSyxmblHoHJLIsyMx/vHqAnnVwCGJBCSLaFYlWzLQTJOiZlTmsMqb3/u67Vk00zQZGBhgaWmJc+fOsbCwgGVZFDWDf7y6wLeHlimoJvd1h/iBM600BTbuoK/ufJmmiZmYxqenUP2N5HCRidvzZafbbD+r8utg+zGzfM1qbIlTdRJZr5eR5TyWaRDyOLinI0CqoJNTBboaGivd+fXEp8rCU1udfzlT4sWJJPOpoj1n7la4u93PgXovimTPkg0v5Yh4lJr5p0afg5GVsQiAOo/Mx7/vKH/0zASXptOV9d4hieiGiWnBw4fCO06+VqNMSaue9S5TxMuz3uVkbLcdlOqEyOeUOdx4a0/UFnKiSAIlzVq5r5ZNrbRAN60VMQ6BnkYPRc3k5ckUl6fTPNITpjngQTdthcS/e3WeX3qse9OEqGSY6KYd7yZiBRRJxK3I6IZJTjP5zrzIu+45Q5PLJBaLMTM7y6vXbhL0e2hpqFvjpfV6qx3u5nyvBZ0/FApx+PBhRkZG1v19c3Mzi4uLNT9bXFzcdlzeLm7r5Gu3vPRYLMaVK1eor6/nnnvuWfOB7yelsawCaFkWXq93zYPic8nc1709l/kyIl6FiNeWjW3zCnQ2+1Fkia9fGqXQ7uQn3nF+T3SPjRLPxcVFrl69Snd3Nz09W8/P7FcHcT9nx3aK6vNKUu3g72rZ9rJRbzkZ2yox3S7eaAPBrRLAavPrQ4cO8d3UEK9OJtE0jXw+j2VZlJCRRYUW363A0dvo5dnRONqKBxfYAUk3LY6uUvvMqzqLBYtYUcch2ZSkdFEnkVNxKRItASceh8QHzrbwiRemmYgVcMgiRc2koNlGmd+4aSukfXMoyoUDYT70QPuuErCdBolcLgdAd3c3586d40d/9Ed3fM4ybkdu+h28ubCT+Le0tMS1a9doaWmpEcXajwJm+RjZbJa+vj4cDgcXLlzgMaeTBw638MxQlLxqMLqc5epMCqfDlt4WRdBNk4wl0OFTkCWB5axKNKtW7FcM0+Jos48nTjatUeotJ4+qbvCbX77Jc6N2oUQSYXgpy3eGY/z+B05VOlarUd35KhaL9PX1YZomv/j+84zGVYaXs8iCwOEmP8eafZU1aCfJV6lU4vLly5imyYULFxBeeIEDRxvImA40VWUmpfLpV+ZYTJfQLasiPX/hYISD9f6K+FT1zOqNGzcAGBgYoL6+fk1XJK8afHs4xlK6RHPQhSwKDC5meWk8QXvETVvIxbFNVJqrIQgCR5p8/MEHTrCQLvLP15f54tVFljIqLkXk+0438y8f7tww7liWRVE3cUjipsIY1a9fPeudy+WIxWIsLy8zPDyMy+WqxO5wOEyiYDCynKOgmUS8Cr0N3nX9SDeKjwXN4OmhOJmigb4y+5zXTBTDTr4EwaZXOmQRURDwKBKSADlVRzftYyqSQFfEzXiswM3F7KbKwx0hF0G3Qv9cGssCpyxiYaGZEHTJdnI3lebH721jNA3fSpjMpVwICZ2eZIbj3kUkS6+MExSLxdddan6nnbZ8Pr/vPl/ZbJbR0VF+8id/ct3fnz9/nm9+85v863/9rys/+8Y3vsH58+f39TpuK5PlauyGdmhZFmNjY4yNjXH06FHa29vXPY8kSWja5lzj7aCc5DU0NHD8+HEuXry4L8nIXKrI6HKOk60BlkkQdkE8vkTQ4yHpbECQdm9AuB5lwrIsRkdHGR8f59SpUzvK8N9o2mGmqPPSRJKbi1lcssiZjiBnOgI1kru7RbX0aVkKNhaLMT4+zvXr1wkEAhWK4m5d2N+opLMaO6EfCILAk3e1MpkokSho+D1eCkWVoqZzd9hk7mYfiUk7yB0NBjlY52Zk2VYuLGomRd3kSJMXn1Pij56ZoKAZdvXTssjrgk2HtOwKqWGZxPIaXRGZBw/ZFexHeiI0+Bx8dzTOYrqEZcHAQoaOsLsyEJ4t6Tw3luBUm5/7d1j4gJ3TI8rJ1159vm5XbvodvLkgy/KGHltlmKbJyMgIk5OTnDhxgtbWWuPgvRYwLctiOgsvPjtGPJHkfE8j7z13Annle3ekyceRJh+pgsZPfeJVvC4ZRRIxV9YG07TnrLIlnaBboaSbvPdUMzOJAvpKx+uJk02YxQzP9/VVYnS1Uu+VhSLPj+UIuG9RqI0Vr66/f3WWX3zrIUzTYmgpy3JWJeRWONbsqxQwR2eX+ctvXWVRddLZUo+5VOTBQxHu3WDNKd/rrZLWdDrNpUuXCIfDnDx5EkmSEASBoEumM+jnueEl/uy5SdIFHc2wZ6qWMiqpvEY0p9Jb7+V0e4B6rwNZkpB9EbojDfT2mjz77LN4vd4aml45IVksySymS3RFbDrhXKrIXKpEIq/idUm4FZFvDUXxKCKJvEbYoyBXaIcqIY9CW8jFxFLte24JuvmZC518+HwHmaKOxyFtWhR7ZjjGX744w1gsj1uxBZp+5kLHmsRos9hZTREve0Ulk0lisRjDw8OMxopcz7goCba4kiLLHKjz8H13NRP2KBQ0g6l4AcuCgmbicKz9njx1M8q1+QzNQSdL6RIlw+56qQb4HBL6irJlee6ufLXlY5YhiTZtpKCaKJvQDiNeB48druOVySS6aVHSTXTTRBZFmgJOYjmNXMmgbybNX7wwTVEziXgUSrrIK1EN0dvOT91TT3KF3ROPxysF9HJx9bUUINsN7TCbze45+fq3//bf8r73vY+uri7m5ub4D//hPyBJEh/84AcB+Kmf+ina2tr4+Mc/DsAv//Iv8+ijj/J7v/d7vOc97+Ezn/kMr7zyCn/2Z3+2p+tYjdu687WTxV3TNK5evUo2m92SkidJtoTtbmFZFhMTE4yMjNQkeftFZ0wVNPKaQXvYxaJpEY0u09TUhODwki3p5FQdh7y7L8nqLpOu61y7do10Os0DDzywoxbvTpUTN7um3SBV0PjDZya4uZBFFgUMC54bS/COo/V88J7Wfe0olaVgy5LK1YaAk5OTNb+vq6vbltEovH60w/28hhOtfn7lrQf5+s1lBhdzNDX4ebgnwtuO1CFYZoW6uTg9xv2uIlOWwkTcwsTmxA8uZvntb4yiSPYA/bMjcQRAwKKn3sNsqkhxJTg5JJHuSK2x57FmX4Wu8hfPTzMSzdUocfmcMkuZEv1zmV0nXzup0OVyOZxO57Y/841wu3LT7+B7C9uhHUKtsEw1SqVSzczvekWFvSRfpmnxx8+M8ZmrGqqRQFEUXk6kuZkd4fGTzcylioTcCmc7gqQKGiXdxOOwPayEFSN1UbBV87QVzyOnLPG+0y0cWvE9qjaZPnLkCB0dHTVrnCiK3FwuYZhWJfECKrM5L4zH+cl8J3/+3ATX5zOUNANFEjnc5OOxZotEKs2ffnWGpK7gcgiMDEV5diTOD55p5SMPda27nm6n87WwsMC1a9c4ePDgGg/S8us+9fIcsayK1yHbM7CigGYYRHMqN+ezjEcLTMbzqIaFhYXPYSeXvQ1udBM6Ozs5dOhQjSVLf38/I0mTpaKbsBTE4/UyGbN9IBt8TgTs2aRYVqWgGbQEnYzHCkiC7Sfmdco8eihC0L3xGigKwqa/B3h6KMa//6ehlc9UJFPU+fQrs4xFc/zeDx5fU1TdbtySZbnCailoBhe/M4ZQzNEolijml7EEkUsJJ06rRG9rhK/fjFdor7KW4609IgcP1h7zpYkkWNDgc+B3yUzFCxQ1A9MCQQR0O36F3GW1S5AE22PO67gVX/Kq/Ww1+h3EljbufAG8+3gDFycSPHUzhohF2G2zpByygCQKHKhz863BKAXNrMzfgT12cG0uw9zReo50dNDR0cHAwIA9z+ZwMDU1VaMkGYlE9t0fdTfJVz6f3zPtcGZmhg9+8IPEYjEaGhp46KGHePHFF2losK1ppqamat7nhQsX+PSnP82/+3f/jo9+9KP09vbyhS98Yd/nqG/r5Ms0zW1V5VOpFH19ffh8Pi5cuLDlJmg7ohMbocxNTyaT3HvvvYRCoX05bjUkQSBT1HhuYArJMOlprScQCDKXLBBwK3gdu//Yqq8xn89z6dIlHA4H58+f31XV442Umv/2UIwb81m669yVSloyr/HtoRjnOoMc2SZFYjdwu920tbXR1tZWkcONx+OVRSwQCFQSsUAgsOmCejskXztdZI82+zja7FsncRMrwh0AX7g8Q358hq6AgWzpFA2LiQxIksDJFj8eh4xmmFyfz2IYAmGPQtCtMJMsEs+pFDSTwaUcXx1Y5p3H6tcEX9Oq9o+pwgr1aDfYaZDIZrN4PJ59/xxvF276Hby5UH62dV1fk3zF43GuXLlCJBLh7NmzG1Kr95J8PTu0yGdemkDA9ltyOp1kijqfeWWWrw0s45BFJBE6Ix5+8S0HCbhlknmNBp8Tn0MmXdQQVyhdAhDLadzTFarMVhmGwfXr14nFYtxzzz0VpbxqiKKILALC2uKTaVk4ZJG/fXWGVyeTtIVceJ1uCppB/2ya6EIOTdNIGQ666n0VWlwir/LFq/M8dqSensa1saes8LherLMsi5GRESYmJrjrrrvWiAyUX7eYLjEVL+BxSFjYJtSyKGCaIpmSTkm3qPNKZIo6M6miLakf9jCynOfp4RhhU+BIqkhXvbKGpuefWGLmyhyxeILxmXlmMjJ+j4MsCo0rG+CQRyGd0HlnT4S8arKYLuFxShys89C2ygNsKVNiMV3CpUg1MXojWJbFX7wwjaabBN1y5TMp6fasVN9MuqKmWP773ay5M4kiyaLF4fZ6ZFHAskwKhQLEMzw3NM/Xr80gSArtETdul4exRYOvj+Y42VOgq0pO31z5HEu6SSKnoYgCKBIlzaTe6+DerhDPjcaJ5zV8TomibmJiJ2vJvI4kiqi6Saqgc64zyKEGL8vDm+93RUHgIw92MpssMZ8u4XNKFDSDaNbgaLOPMx0BvjKwXEn4yvA5ZRZXPo/yvqg8KtPd3W2/j1KpogTd39+PaZo1M3N7VYLereDGXjtfn/nMZzb9/dNPP73mZx/4wAf4wAc+sKfzboXbNvkqL/qbVaEty2JmZoabN2+ucaffDLsNHNlslsuXL+Nyubhw4cKaZGU/ZqCmEwU+f2ma8fk4WQ0UUSS3WOSglcewTN5+rHFd8+TtoryIx2Ix+vr6aG1t5ciRI7uqcGwWSEZHRykUCtTX1xMOhzedj9rtF/rSdGoNhSHkUYjlVAYXc9tOvva6aa6Wwz106FCNHO7MzAxAzaxYNc/+duh8bcYz3wpbve6lqSwup4O2kGtFOj6HKBQxDYu5aIp6j4TicOB1CMRUyJQM0kWdhXRp5d7YNI0/f36Kgqrz/XfXegIea/bx3dEEBc2oVLCLmk26P76BwMhW2M3M137z0uH24abfwZsLoiiuiVWWZTE+Ps7o6Oi6naLVkCQJy7J2rJiWTCb5u2f70U2BiFtCFEUEQaCgmSuqhgY9DR40w2I8mud/PDPO+0+38BfPT7KcLRHx2pSwom6gCHbX4FhrkP/rbfaMcqFQ4PLly4iiyPnz53G51p/bShZNWn0iDkkkXdQrHZmSbmJYFvd1h+mbTtHgd+Bd6ao7JQGHnmM8o5MzZQLuWqPekFthNlnk8nRq3eQL1o+Z22GflF+XKmr2rKtuIglWReTR/iws/E4JVTcYXCrZ83QlnZlkiXqfA1GA4ZTAZ16d54fvkThQ1RkRBIGj7fWMpyymkwXa6wVmx2PEciUUiuSiaWY0L6LDjSA6CboUDjeuP3eumxbfGEkzlMqQKeookkhXxM0PnWlZk6BVI13UmYwXcChizbPnkASKmsWNheya5Gs3MC2bhVH+6ARBxOPxUo+DqOZAUUw6/QKlYpFYdAk/Jotpg2f6p/iR+7sr8fverhAXJ5LMp+wOqkMWQbDQDYs6r8KP3dPKoXqP7XNZ1HHIIu892chbeiO8Mp1mJl7ApUg8eCjCW3rrVhLBrQuh7SE3H313D5+/skDfdBqnKPD2I/V8/93NhNwKPqftoVYNzTDtjlsVQ2R1nHM6nTW2Ktlslng8XpmZKytBl2fmdjrzvtO4Wp7b2yud/3bFbTvzVU2NWK+Tpes6AwMDRKPRDX2oNjv2TpOkhYUF+vv76ejooLe3d90vyHZoh9FsiZcnEkzFC4Q8Cmc6QvQ2eitDwn/7wihXRxe4p91LynIzMhdlIa3icOT56fNdPHBg5zSq1VhaWmJpaWlXUvXVWC+QaJrGlStXyOfzhEIhRkZGalQD6+rq1u0S7GYhXe8JsiyL/enF7R7VcriWZZFOp4nFYszOznLjxo2K+lSZwvhG47VMANMrAhpAhZorSiJYFi6PG7dbRNVUREPDr1gsJDIs5U3Apv9EvA56GjwsZ1X++foy7zjWUEMxvKcrxKXpFK9Op1eoizYt6UxHkHs6N6Yeb4bdzHztduavGrcrN/0Ovrew0wKkpmmVzf92VXSr4/N2ki/LspienmZwcBCHJ4iiFBEwKhYRmZJud4awu0MOWaDZ72AilufD5zv52Ye6+XzfHOmCTnvYzbFmH0E1yj1HO3jsVBeKJBKLxXjl0mWmjDBjBRd/Oz3Muc4Q7z7RSL3P3jAvpIr8r+cmeWlkiaKqoTjsrlteNbCwWSfHW/zUeRzEsmql06FpGtFoFJcikzMcWMX19w8WFpvd/tUxM5/Pc/nyZRRF2ZR9Un5d0KXQEXZxczGHqtuKjqYlkNMMFFnEIQvMpkokCzoOWSCe05BFgYhPocHnIJuCRN6ek+6KuGuYBC5F4i0rM0XTySIRvxcdmSONHpp9EgvxDKMzSRoUlZHry2QaGioqitXPwLVlnecWdFojfnrqPZR0k+HlHJ95dY5feLS7xuakGm5FwimLKwJK1c+O/f/reZbtZs1tCboIu2WWMmqFzm5ZFsuZIpIgYIoifp+XgN+PhcXCwiJO02JqMc5zz81W4vd9LUG+EHRxfWXsQVcNBAHawy5cssTlmTQ/dm8b33e6icWMStAtVwyWz3QEKWgmiiTUFI+3Wwg9UOfhV9560E6qBKEyewfw4KEIf/vqHIm8Rsgtoxn2HGNH2M3xlluJzGaFk2p/1K6urhol6HJhvczuiUQiW7J7YHeCG3eSr9cIW/lEbdRJKqsjKYrChQsXNqxubYSdJF+maTI8PMz09HSNV9h6EEWRVEFjcDGLxyHRHnLVPJAziQJ/9uwE04kCTtk2J3xuNM4Pnm3lkZ46Xrw2xLXxeQ631dNUF6IDcKkpDMWL2+3mrvYA8i7ls8vvpVAokM1mK3SMmUSBS1NJEnmNlqCLc50h6nzbox+u/vxyuRyXLl3C7XZz3333YVkWkiSRz+eJxWIV1UCHw1HjpbXbTevZziAjr86j6malG5gs6LgdEkf3KGG7XxAEgWAwSDAY5ODBgzXqU/39/ZXncHZ2lrq6uh0/y/uB8uf0WuB4s49v3IzS4LMTvKBbQUgUMCwBr1PG6VSQZAWhWOChhiL1kQCfvppEFkz8ikWDS0dTVQIuiUReZy5VqpH6dcoiH3mwk9MTSa7NZQA41ernvu5QRXZ6J7Asa1czX3s1goTbl5t+B28+lGPgasr+dqnn5edwo+JoNappgOfOnSM5XuCV+VEMy96AmJaFsVK0DFTRpRwrMTKrGnzw3naevKuF5WyJoNumJj///PMcbHYjiwLj4+MMDo/wnVSEV+dLCEIJSRDon0vz7EiMj73/GAGXzH/+yiA3FjIYukFRMzE1W031vu4wjX4XsVyJgYUMf/LsBKmCxnSiwF0tbrRcikAgQFFw4qdAp1/kclQn6JGRV+5FIq/hdcic7Qxtet/KMTMej3P58uU1SpKGaXFzIcNoNIeAQG+jt1JQbAo4efBghHRRJ5bTSBU0CqqBLIrU+2RyqmH7PHlkSrqJJAh4HCLRrIZDFJEE8DlFLk4kkQRoD7s53uyrdP7CHoV3HGtgKVPiu6Nxnh2N0zebIVsykESBOq8Pd52bEc1CyRZZWLhekXSvq6sjFI5wParjkpVKouFSJLrDbqbjBUaWcpxoXdvZm0sVuTaX4XiL7XFajummZSfmAZfMIz21xcrddr4CLlvA6ambUYaXshQ1k/FYnlhOQzXsDux8ushdbQHqvA67KCDJ3Heym4d7QhVWy/z8TXqdBlG3XVCUZZn2sJvuiJuFdIn5lD0z5nXKHHTKzCQL/MPlecajeUIehXs6g9zVHqi5tp12ktejcr71cB3LmRIvTSQZjapIokB3nZufuK+9Zr5xJ3FutRJ0oVCoUBSnp6cBKolYJBJZs48pd8l3M/N1J/l6A7Ce3Hx5ILWzs3PDDtRW2C49UFVV+vr6KJVKPPDAA5s+BIZp8ex0kUvzaSxHDockcqzZzwfvbadhxSX+q9cXmUkUONzoxVzxRIrlVL58ZR4xPslsNE04Uk84eOsL6ZJFZJeEJoBu7L6nU5auNQyDAwcOEA7btIq/enGKeF5FFkV00+Q7I1F+9sFuuuq23kxWJ19lGmNbWxtHjhzBMIyKomS1Z1S5ghKLxRgaGkJV1coXNZ/P72gT+9jheq7PZbixmEVAqHD133Wsgd6GvW+GXws4HI6a1v7s7CxjY2MsLCwwNDSEx+OpUBT3yyRyK+yFdrgVHj/RSN9MmvFYgaDbnu9yyCKGaZEu6ORKBoZpcbDORaOzxNMzGrolYCKSUEFNGbS4MxQ0C0uUSC7Nk3Y14vf7K9fsViQe7a3j0d7td783QrlzvdOZr/0IELcrN/0O3nwQRZH5+XlmZ2fXFXfYzusFQdgyjuZyOfr6+pBluUIDfJdb4yvXF7k+m8Sh6yiygGnZ80tN/ltUtnRRx+uU6V6JRW6HRGfk1rouiiK6rnPlyhWSySTO1qP0Dc0Q8SgVepVumowt5/jy1QUONnjpn02TXBHxwAJZMilqJhPxAucPRvj6jUWcskhz0IkswnyqyEsTGuc6A2RMhaKm82C7h16fRkaQGIvmbPVDy8KlSPzIuTYO1m9MQS4rJU5PT3Pz5k2OHDlSYyWhGyZ/9+osz4/FKa2IDrkcIm2Y9Pba/37XMXtW6dpcmnheRxLgcKMXRRJ5ZjiG3ylhWBbxnIYggNshkyvpxPMaDhGuzWft9RQQx5N0hF38yLlWWlak9dNFnWdH4txYyNLb4EUWBUaWcjhlkRMtfhr9TmaSBSJSiCcuHCe/Ium+sLBA/40hUnkRh2JSKBZxuWyxDocsYlgWmZLG9fkMg4tZ/C6Z+7tC/PkL03zu8gKlFWqcaVqkCxqiaItT+F0y/+7x3nXFOnYatwzTQjNM7u0KEXbL/N2lea7OZphNFTFNC3lFUXM6USSR1zl/IMRcxqAt7OJMe2DNnFz22ixjxTkaHDqamkNWS6SSRVJFkcbOW/u4sWie//3CNEvpEl6nxFgsz9XZNO850ci7T9jzfdaKOqIoigwt5Xh2JMZErECD38GFg2HOdQS39X4VSeTH723jLYfrmE0W8TpkDjd614yr7MVk2e1243a7aW1trbB74vE48/PzDA4O4na7K+yeUChU2SfuJK4ahkGhULiTfL0RqJabN02TwcFBZmdnOX369BqJ5Z1gO/TAZDJJX18foVBo08HjMp4eivL0RBG3ItAVdJNTdb49FGVgPs33391CxOvg1akEYY/MVKLAfKqIqpuIWBSLBU543Dz56AOMf3ea5WyJtpBNdxAEgVhOo7fNv+2O1GqkUikuXbpUUeGTZZmiZvDZy7NkSzqHG8vyuRYjyzm+eGWeX3xs62Bc/v3U1BSDg4PbojFWV1AsyyKfzzM+Pk48Huell16qeHGUk4/NvqwBl8wvP3aAi5MphpayOGWRu9sDnG7bugV+O6BsZuxwODh37hyaplUS0xs3bqBpWqWiuBeTyK3wWtIOD9Z7+IVHu/mz56YYXMwiiQKP9UZ44ECEgYUsedXgZIufbDbL/3g+hWrmMUwLA1uFLKdDynQhynBXkxOXma/MdFRX2nbre7cau0m+Xgsvkju4g91iq++yrutomsbc3NyOKfvV2IpBsrS0xNWrVysFufJGL+BW+J0fOMkf/PMlLi2oOJwKx1v9jCxlWc6W8K94FhU0k3cdb6wkX+theHgYr9fL+fPn+dQrC+iGWTPXIosiLkXkpYkEJd1gOatimFZl3kc3bcGesaUsf/PyDAK2pLdpWngEjYgLMppIqgSHGp08dqSew54i8ViU3/7BEzx1Y5kbCxn8TpmHe+s4t0nXq4zx8fFKF3A19fzKbJrvjsSo9zsIuOxkI5nXuDJjMLScp6nRVq57/+kmHumtI1vSCbkV/C6ZvGowHs8zn7S7gy5ZYjpRIF3QQBBo8DmYW4KioXO8xc/hJi+GaTG6nOebg1G+73Qzz43FuTqT4cpsmqBLxuOQUHWLzrAH3TSZSRZpD7lpDbqZiBWIZjWaAjY9rbu7G1VV+c7Sy8zkTKLRZUzTwu1yYclOBEvi0y/PcXUuYxeSBZBFgVzJQJEE/A6JvGpQWCkyi6aFLAr0NniZihcYC+Yroiqws85XpqjziRem+eqNZUqaSW+jl3cfbyBd1LGwMC0Lr9OeHy9odiexoBmMxwocC0k8cSJUKaKXIQgC9x1q5OXZgk1hDCtoaonZRA5L1zCXRujrixIOh/mnUY3ldInexlsjF0uZEt8cinFPV4h6n6Pyfq4v5PjLl+eJ5TRkQWA0mufabIYfOtPMu443Vp6JnGrQ4HOsqwEgCALtITftIfea35WxXybL1eyestl1maI4ODhIqVQiELAT0Xw+vy2KIthFTdi7hcvtituWdgi3FveykaFhGFy4cGHPm9DNgka1iEdPTw/d3d1bBzPD5OmhKIosEHGJWMDoco7ZZIGhxQzPj8VRJBFZtH2MRFHA65CRBIt0pkDBEki5mgj53Dx2pJ4v9s0zupzF45CZyRiEffDY4YZdGcbOzc1x/fr1ynvp6+uzh6ujeRbSJdpDtxRsRFGgMeBkZDlHNKuuWWzWQ1nlbyNVqc0gCAJer5dIJIKmaZw6daqSfNy8ebMm+airq8PtXruQeJ0yjx2u47HDe+96vBGofv4VRaGxsZHGxsbKsGn1wOtqk8j9ogrupQK2FXIlnc9dWWA+VSTotqWRr8/nCHkc/NJbulEkkWuzaX7tuQlKOvhctopXpqRT0Gyqy1JW5bHDdfzS2w7S4Hdimmal0lY9R1dOxPbSMSyvCzulHb5ZA8QdvLlQpuxblkVPT8+uEy/YOI5alsXw8DCTk5N4W3t4Nirwd6ODdIQ9vPVoA911Hup8Dn70VJAfPQXHjh3DsiyeurnMF/rmWUiXCLgUfvBMAx8417buuZeXl0mlUoTDYe65554V9cJbUu616oX2Jn8ibhd2BMEWWzAs+3cARd1kNlmk3u9A1QwWExlUU8DlcuEVTR4/2cRPPtCJIonMzMzYSnAex4bXtx5UVUXXdVKpFOfPn193H3N9Lo1pUUm8wBaR0k2BoeUCD2P7m70ynSae0zhY76E95CJT1CnpJg8fivDNwRgH6tw4FYmDaQ+vTCUpaiaCAEkV2uscBNxKhdrXFHAwspzn81cWmIoXkCRbSVI3LfrnMpiWteIZZpval3QTtyKyaBgU9doitsPh4Gyri/QcGE43PgXSuQLRWA5V05jKirgVkYBTRhBFZpJFLAt8TgXVsMhV+V9h2Z2qi5NJvE6JWFblA2dbKh06gJJh8ezAMtfnM7gVkYcORTjV6q/5/A3T4qNfusml6TSSaM9HXZ1Nc3U2bSd/qoFmWhhFvZKsu1bmz7oibt7XadEaWn8vFPE6+PF72/jS1UWmkwVMU+RgSz3vOlbP0XqHLbq1GOPV4RSyKJBIlHC5XLhcLup9DsaW84zH8tT7HLa6twX/dH2ZiWgBzTTRDbtQsAx84sUZBEFgPJrnymwa1bCIeBTefbyBxw7X7biA+lrF/dX7mEKhwMLCQoXiXG3Ls5m32H75Z96uuK07X5IkkUwmuXr1Ko2NjTUmiXs97npBwzAMBgYGWF5e3lFFsKiZpAoaXsXmc49Fc0zFCyvDsHYFR7VMVGwDWLci4ZUsSmoJh9OJU5KYTRZJFTQeOBDB75R5dSrJcqbE8QYH93YHOd2+M/EAy7IYHBxkZmaGu+++uzI3UqY9mJa14sJe+7ryV3ErlW5VVZmenkbTNB588ME9JcTlRUOW5YpMeXXysbS0xPDwcKWVvZ+UvDfa5HijrlO1SWRnZ2eNSWSZrll2qt9IxGSv17Af+NZQjKuzaVqDrsqgda6k8/xYgvMHwjxwIMy3h2MUNBNJBFG033vIrZArGficEiG3wr95+0EaVobmRVEkFAoRCoU4ePBgxa8mHo8zMDCArus1Erk7uTdlHvxO7sd+GEHeKwOzAwABAABJREFUwR281pifn6e/v5/Ozk4ymcye18/1GCSqqnLlyhWKxSJCyzF+97uzxLPqiqdfnKduLvOr7+zhTIfNalBVFbC/8+841shbjzSQLtqzU+tV9C3LYmxsjLGxMfx+P42NjZX3ca4rxGcvz5EsaIQ99oaupBlohskjvbaQRFk9VbeoEWYyLcipOqRNSpqBatqxMa0WsRCYTRYrxc+tisbrIZvNcunSJQCOHz++YbzUdHNdwQ4Bu8g7vJTl1784wEyyhGlZSKJAs9/JsSYvTkWizqsQdElMxQuIos1mOdbsp6fBQ0EzuTETo2SYDC3mcCki7WE3PodEuqgzFs1xsM5DybDwOCQ8Kz8vqgYF3cRWUhdRJIFkQcPnkNdImgMcCkn4Az6uJ0WWMiqhgJ9HjrXyFy9Mo8gaThk0TbXvoSVgYY9glFYlcoIoIK8kyYm8RsAlc20uU0m+cprFR788yo2l/Iooh8Xnryzy4/e28tMPdFSOc3EySd9MGo9DqsQgtyIym7IVdT2KTYkUBQHNsPdGLtmOAe1hF5DfNB4crPfwC2/pZi5ZxLCsmljn8Xiob26leWaIolpCEAxSqTSxaAxJUShqCqVCHssK2vQ9Fa7N50iXbDNqtyKynFMpaibRrMbHvjIM2DTToFshmlX564uzKJLI+YNhRIE1diwbYTcCGDtFmd3T2NjI9PQ0Dz/8cKVgPz09zcDAQI0AWbV4Sz6f3xf/zNsVt23yZVkWqqoyPj7O8ePH96TKtxrrJV/5fJ6+vj4EQdixiIfbIRHxOBhJgUOwmEkUbA+IFR8St0NGFCFbMhCwpbAX0wZ+rxO3Q6a30YeqW8RyKkG3wonWACda7TbtlSt5fL6dfUxlxcFCocD58+drNoblgd/uOg+NfgfzqWKFR29ZFouZEida/TRsQnEsBxJJkggGg/tCh1sdzNZLPhKJBNFolBs3blQ22OUv7Xpdse8VbGejX20SWa4mxWIx4vF4RcSkPCu2UxnY3fh8beeYqmHx6lSq0vEtw+u0laauz2d44ECY+VQJryKQK9nVVkWyzVQFwR7GP9Lko9678fO4modfTtqj0Sijo6OVe1P+32b3ZrdGkHeSrzu4XbB6PVmPst/X17dmnnqnWB1HU6kUly9fJhgMcte5e/mR/32J2WSxsiH0OiSWMkU+8fwUp34osG7yJolCJXFaDV3XuXr1KplMhvvvv5/x8fGa859o8fPkXS18/sock7E8rJjanu0M8ZbD9Xz20hzAumq4igQSkCrqWAi4FBELAcMwUUSBF8cTjEdzHKj3VgqY62EpU+Ir/YvcWMgQciu85Ug9Bzy2mmRZxXSztfZws3+FImlW1syiZiCI0B508O//8SaT8eKKSa9AqqAzuJglmlXpafSwnJGo9zk42xHEqYg4ZZGeBi91XgefujiDItoF1rBHIafqjC5n8TkV2kIuROy5NacC9T4Hcyk74XQoEpmihqpbHG/xEstpZFWd8wfCG5omn2hy89a7W0kXNFyKhCDA//jOFA5FwuGw11fTNFHUEiUDVE1Ht2qfWxFg5V4n8hrHmn0spEuV3393QWBgOUfIo+CQ7H1Nuqjz6ZfnOH8gXLGaubGQxbSoiUHGSrJmWfZcfVG3qYeCAJphUTLszuZjvXXkZqNbxmhZFOiMrL8HcSsSd7UH+NZgjIY6L+FwCE3TGVvO4Jd1cnMjfHd5tOIZm8hriIItVBLLqmiGiSyBboBq2CIqy1mVloATb8jF8FKOP3pmnM/2zeOURc4fCPP2o/U1qsDr4bVkvKx3LkmS1tjyVAuQXb9ui7eEQiFu3LiB0+ncs3/mxz/+cT73uc9x8+ZN3G43Fy5c4Ld+67c4cuTIhq/55Cc/yYc//OGanzmdTorF4q6vYz284bTD9aCqKlevXkVVVbq6uvY18YJbCUj54VteXubq1atrVIe2C0kUeOxIPUPzcZZyOiXdHsA1TZvKZ1oWum6tDFSuyGGLIrIo0hXxEHLLqLq1rpTqTo2by4lRmQe/eqNZDhxep8z7TrfwNy/PMLRoz0sVNYOmgJP3n25BFNf/bJaXl7ly5QqdnZ243W4WFhbW/budfGG2m3ys7opFo1EWFxcrQhXVA56v16KyV+ym61SuJlWLmCSTyRoZ2HJXLBKJbCmDvt+CG69Opfin/kUm4wWmV2glbUGr5pmq3gB1hl1cnbYIOCCjg2GaFdqLxyHz/Xc3bbuatzppr743Y2NjXL9+vcYAu1q4A3ZvBNnS0rL1H97BHbzOKBQK9PX1YZpmDWW/ep56t6hOvsoCEmV6+588O850ooAsCiuqdbaQg8sQmYjlmIwXduSLWe2xWZZkXx0bBUHgwxc6OdMZ5OK4ncAcb/Xz0KE6/uK5SZZWOnB2d4Oq14FXEXAIFpop2kUfEwTBIuC2E5NoVuXliSQH6r01ioXVmIzl+egXB5hJFJBE2zrma/1znK/X+MV3naSlpYXFxcVN4/m5zhB900muzaZxrtw3zTDpCUlohq3Kh2WRKRmoholh2B2bbEnH55BsVcK8Rskwef9dzRUq5tXZNPG8Rm8Q4tibd1kSSOZ1PIrMQ4fCvDSeRDNMFEnkcJMPBIGx5RxuRaKrzoMo2DQ7r1Pivu4gp9sCG74PsBOSyErRzC74urm5kMWz4uMliiJep4ya17EEERGr6nOx0E2wVn6wlFWZTRY5WuXdeTUmIIm2JUn58w+4ZKI5jefHEpXky++0hZ7mU0V0075fHoeIadp7NwRwKfb+x1xhA/mdMu850cDz4wn6hlVaF5d57LjCAwfCNbLu28U7jzUwmywyvJyv7APrA15+9J5WTrf6SafTLC4u2sbfepGiLpLDoKBZtvy9BQIWInYRI13QyZYMRFFgKVuiqJvUeRyUNJPP9i0wHsvzC492bzqq8nomXxt12VYLkOVWxFv+9m//lu985zvIsszP/dzP8e53v5u3vvWtlQR1u3jmmWf4V//qX3Hvvfei6zof/ehHeec738nAwMCmBdNAIMDg4GDl368FM+i263yVhS4CgQD19fWvScux2qNkfHycsbExjh8/Tlvb9vnbq/FwTx0zC0G+eTOKKAgYJrhkgaJuqymZlkVZrFAWBQJuBYcsMrqcZT4lc29XmLmUrUzjdtza/G200K+H8oBzWQlyvQem+njnD0Zo8Dl4eTJBNKvRHnJx/4EIresYIVqWxeTkJMPDw5w4cYLW1lZmZ2d3lBhuhp3QOKo32N3d3TVCFQMDAzXSt2+UfPt2sR+0R0mSKu+1t7eXQqFQkcOdmJiocKzLydjq79R+dr5enkzyh09PkFcNAm4ZWRRYTJcYXspxuMmuGseyKumixtPDMa7PZzlU78GtiJiGQHPAQSynUdRMIh6Ff/u2A9zfvXtvu9X3plgsVu7Naoncurq6XQ0h35n5uoPbEeWiYlNTE8eOHat5rnfjdbkakiRVPMKqqfqWZfHdkRhYtly8KNgzRKIiUtBM8qpRef124sfi4mKNwnE5rq33ekEQONMR4kxHCIDxaI7/9o0RPts3t+KTJZMsaKhVysE+GSIuKOFC0VWagk58TgVJAKciVdZobeVcGxVE//qlKabjBXxOiXheI1+y1X6fXXbwc45A5fo2W/M9DokPX+ji5YkE12bTCAKcbgsixka5kdcpqAaCZbMDyhUs01pJVLCVAXOqQTSrUtSMSvcjrxoICDS5oachwFLeIFcyqPMqHGn08eDBCHOpEhOxPG1BFw5ZpNnvQBbhkZ467ukM4nPaQl0OWdzx/LkgCPzEvW38p68Mk8jruB0iumlf98F6D9GsSrpY3YkVqgp0FpmCznOjcd7Z460UC3WLNUXi8rOhGrc+H8O092AWK/RNyyK94tMWdMt0hN1kSjqaYZFXDTwOiX/1SCdPD8cpqMYKI0jjb1+dJ57TeP/pnYu91Xkd/Pwj3VybS7OQLuF1yJxs9Vd8xkKhEA6Hg+nZec52N3BpKkVO1VF1ECwTSSrrBdhvwrQsNNMinilRUE3CHoXGgBNREChoBtfmMvTPZThTZUqdLem8MplioOxLFjc5vT/bty2xnaJm9b7u85//PF/60pf49V//dbxeL7/xG7/Bj/3YjxGNRncUa7/61a/W/PuTn/wkjY2NvPrqqzzyyCObXstmtlL7gdsm+ao2YSxXz65fv75nasR6KD8EfX195PN57r///ooay24higJvORSiXcqw4Gznj58eI13UsddoC7AQEJAlAVEQsCxIFXRyJR2nojObLPDJF6ZoD7n5wTOtFan37XS+qnnwJ0+e3LQKv3rx72n00dO4+cNsmmZlFu7ee++tVB/2qxqw1+OsHvDMZrMV6dvqrth6hpD7cf694LWYt3K73bS1tdHW1oZpmqRSKWKxGJOTkwwMDOD3+yv3w+/371vny7Qsvnh1kbxm0BmxPe78LttvZimrgiggCbCcUSs03MV0hpcmEjhF8MggSyJtIRfdETcfPt9RqV7uF1wuF62trbS2tmKaJplMhng8ztzcnG0A67AHn2Ox2JZqm2Xkcrk7tMM7uK0wPDzMxMTEhkXF6nmrvWBsbAyn01lD1bc3sbaYg6qbFb89uyhpEXApdEXcLMxv3vmyLIuRkREmJiY4derUms3QZvQ/sH01//M/DzIZz2OY9vmzqoHXKUHJQDdMBARCbhnZ6SJb0DjVFmQ6kafeK1Y29tmSgVMWuWtl7np1DM2WdEaXcnxnOIZp2Ya2xoqKIgJEcxr/45lxfusHTm5rXsznlHnsSAOPHWmo/OzixTHSqRSWdYuWbR/HNlmWsBBMA80SSRVs+XlRuBVfQm4FQQDdhIhHxul0kC/pLGZVehs9FYuWbw1FmU4U0QyToEvmvScaOdcVWtmzWLgUkW/cjPGlqwssZVSONvv40XOtnFzHu2s13nK4DsOy+MsXZ5hNFnFIIm8/EmEyXiCRV2nwOVANk1RBryReAuCUJSTBQjctvnVtGndygnA4TG/Qoi9hYFpyhRlRFmm6e8U/Szct/uribGXWr/rOiwJ4HCKZla5hQTORRYEnTzcxuJinqJkcbPAyp6UIh5zkTYkXxhOcP7BW+TCWU7m5YHuGzaeLvDSRZDpRpLvOzQfOtPDgof8fe/8dHtd9nnnjn1OnFwwGvZEAexcpUqSaZcux5BoncUuzk2z8bonT/CZ5dxMn7278i72JU5xNsna2OJvmOHGRncSWXFRsFUqWRLCAIAmC6B3T+5z6++PMHAIgQAIkJdF6eV8XLxLgzJkzZ858n+/zPPdz3zH8qnTVQqJlOabLb93TSrpsUtQMJlMVdMtCFiCs2pR1k0zBxKsIiJbOQl5DEATaI173GvgUCdOymUxX3OSrWDX4P8enGJzL41GcosX8goB6apEP3e2/LjG3jeB6GCWGYRCPx/mTP/kTwGku3GiRM5vNAlyhMroShUKBnp4eLMvi4MGDfOITn2D37t039NorcUskX4ZhcPbsWVKp1DL51ZtRnVsNdRUV27a5++67b1p3TZIkVNHm/Xd2IosCf/Cti+iGU3ERBaeSE/ZIaGbdWNLGtG0M00aRRTbF/IwlSzxycob/8IZep2p4DWqGYRgMDAyQyWTWlUReK2CthKZprj9Y3adlPcfaKO3wZglfLHVmr3fF6p2OgYEBLMtyuxw3ovR1s/BKil0AyzjW4Pi91WfFJicn3WufzWavqjy0HuQrBlPpClGffFlERRTY0xbk/FyBHc0BSrpJoWrSG/czm3VEZkzbpmTZ6IpAR1zlF+7rYU9HaN1Uw+uFKIpXSOSOjIywuLjoqm1Go1H3flmLf36783UbtxLqFKajR48SCq2+Kb7R2Lq4uEgqlSIcDnPXXXctK2gpkkBb2EuyoFHUHNVSAVyBiHfua0WWxKt2vupzy6VSiWPHjq36/ap33tbCt88tMJOt0BsPUKzm0EwLr+x032JekVTZwgTKlohdNbi7N8bPHuvm49+44CQHNT9CQYCHdzWzu825lksLoicnszx2dp75fIVkUXO7eqokuNekqpscH0mTKenXFesMw6BQKCAbFvGgSrrkJCf1hAJAFeHCTJqCLmAJ8LJoUdZNOhv87GkL0dvkZ3Ojj8fHYWI4TbpsUdQMvIozI3akp4F4UOU9d7SxkK+iGTaNAccvbS5X5a+fn+Kpi0nXI00RnULyVKbCs5dSfOKHd3Bs87UZCg9uj/PGbY2kijp+VeKZSykev5AkHvS49EHdLFLUHEXF+iiGJArkKgZ5Ocydd24mkUhwX0uS4azBbMZ0Zr4EAUEQuW9LjDtrkv+Ds3mmM5Uabe9y8qVKzjp+d2+MxbxGoqDRHFJ5aFcTd/fG+KPHR1xrH9t2EumYX2F4scRMrros+ToxmeWvn58iUdDIlHVmslUEwZklm8tVeWkiy6892Mu791+9k1JnoNy7JYZuWnz3YgrDtJnJVQmqEp0xXy3GlvFKNuOJPLpmE5BFoqqBYejIsqMobNvgUy9/J1+eyHJuvsCmRifRti0LPQunZgqcnS24yeorhetJvlYKWTU3N9/QOViWxa/8yq9wzz33sGfPnjUft337dj73uc+xb98+stksf/iHf8jdd9/N2bNnb+oI1Gs+81XncterZ0v9emRZplqtXuUIG0ddel0QBHbs2HFTaY1LF+Uf2hrhay+YFAMSbY0NaDWzR0GAUkEnoCqUNAtfbRh1PFGiPeylJ+ZnMl1mJFFkR2sIURTXDDDlcpkTJ064Bpbr8TraCM8+n89z4sQJIpEIe/fuveLLc62kYWlHZWW3KV8xsOzV59xuJlaKMeTzeZLJJDMzM5w/fx6/3+/OBYXD4R+YWbHrhcfjuaLzc+bMGVe2PRQKucnGRq+HRxZRa1TbpbCBkE/h/Yfa+WL/LGGvQ19JFnUkScQjCpSqOqoE0+kKp6Zz7HuFg8FqUBSFQCBApVJh3759lEolN3EfGRlBUZRloib1taNYLK65yb2N23i1EYlEuOeee666Pl/vzJdt21y6dInR0VG3MLEak+Cd+1sZTTqKeoZlU9FNjJry3o8fdjYwa8WifD5Pf3+/O7e8WozOlnWm8wYee+3k6+xsHq/seDe1RryMJ0tUdQvDMKkAIQX2dDdy/9ZGdrSGONgVRRQFfv9Hd/P1M3OcnMoS9io8sC3Om3c0udezXnScSpf52qlZNMNkS1OQc9MZRqsGIoL7WNNyEk7Dsrgwn99w8lWP8bZts2NTB3vNKnO5CmOpMpbtJBGyKCCJNlVBRlYsVMFmMVvkpWKe+aiHwQkfD+5s4eFdTTzeP8x0ViNU6z5GfSoXF4p8+eQcP3esE1EQaA1fLrBmSjq/8qWzjgS94Hhy2Tib+7BPRsQRKfnv3x3jrk3RdRXMREEgXktsLswXsW3bTbwAVEmkhIVZMz1eiuaQSjAYxOfzMTIywp9/YB9fPDHDy5NZZMtgb0znoY4yszPTxGIxvnpyzk28hJoAmm2DZtqoksBdm6I8uD1OSTPxKhKyKFDSTFRJuKy+aDuERc10fMe8S4Q7xpIl/ug7l0gUdbySwEzWUaGUBedz8Soi+arJXz4zwVt2NuFX105A6jNYkijwlp1N3NsXI1GocnIqx/NjGRIFjc4GHz91xDHyrugmF+cyfPXkPOl8hXw2jygJ5EyFkN/D7pbLQmjn5wsokuAqiFq2jUeCqu28h1c6+bpeOv/NZJT8wi/8AgMDAzzzzDNXfdyxY8c4duyY+/Pdd9/Nzp07+cu//Es+/vGP37TzeU2Tr/n5eU6cOEFPTw9btmy5YhG/mZ2vpYpPBw4c4MyZMzddZrweTOqzV3d0RhlIi7Q1+EgWNFRZYiZTQRSd1nC2bGDZ0BxU0SyLZFFjU6Mf03KqVvVjrlYdTKVSnDx50uXzr3eTvN7O18LCAqdOnWLz5s309fWtKYe+8hrWXdoNw3D/rj9WFEVmslX+eWCBwdkCdk3J7t5O5VWRfBcEgXA4TDgcZvPmzWiaxszMDKOjo+79sLQrdiNdoPXile58XQ31zo+iKPT19REOh91ko349lipKXmt2zqtI3N0b42un5wjUpIoN02ImU6U96mVPe4h/PjOPVRsYN20bdcl9W/dYeX4sw0/fdXNFdtaLepCoe9AFAgFX1KRO3xwdHWVgYIDh4WEuXryIKIo3ZPJ8Kysy3cYPJq61plxPbNV1ndOnT1MsFjl69CiTk5NrHuPhXc0UKgZf7p9xbFhUiZ1tYX7xjb0uDXG1zlddDn+tuFPRTf7m+QmeuJAgUyijCBbvLI/ywaPd7nHriPoUd06rLezBtiymUkVsIOBTORgp85/fs4egd3ly1xH18X/dt3nN61Cfmz43mydT1tneEiSRSNCiaEwIAmZtcy8KTsck4pNra5tEZUnMXMhX+f5omqGFAn5V4kBXhEPdUZcClslkOHHiBM3NzXi9XkIRD9sKCpZlsbXJh2XDbLbKfEFHlRy1vZLmUOcaAgrz2TINIZFqucSjL14gPS2jWzbbGhVaY2E8NTl1nyoyOJdnPl9dlngBfP3sApPpClGfcnlPIoBp2xSrJmGvjE+RGEuVmctVaa/JwFs2TKbLGJZNS8izZtIR8EhQuyb1zzrqU8jU9kZW7VoVq85rK5LIl/tnuX+L02XriQf5j2/b5c5zLfXGPH/hIk+el5AFx1qAFdY6Hlnknt6Yq8RpWI4Qhl+VONAZ4dvnFgmoju+kYdnMpcpsavQtM3r+Yv8s83mNzqiHkm65XTIbx4PMqwr4FZFsWef8fIGDS2awVmIl/d+vSnTH/HTH/Lx9TwslzcSnSssEP/a0h6hYEs+NpClpJoZhEFAs7mqocOHk95mLRIjFYpiGsUxkZul+S7oOAZGN4npk7Uul0k1jlHzkIx/hX//1X/ne97634e6VoijccccdDA8P35RzqeM1Tb78fj/79+9fs50oSdJNmfmqVCqcOnUKwzBcxadXgtIoiqLrc7Jnzx52+RqYeXyYx88vopsWumE5g6AmTGfK2AiokiOtmy7pWDZkyjoBj+wugqslSxMTE1y4cIHt27fT3d294XO8WqJj2zajo6NcunRpVZ79UqxMvuoKkvVFxOPxuD9blkUiX+HPvzvOeKpMLKAiCgIvjGW4OAvv6HyVJj+XQFVVGhsbmZyc5N577yWXyzmmiFNTnDt3btls1Hpd2TeK1zL5WnoOoiheoTxU7xLOzs5y7vwFLMVHe1Mjbc1r+6z92IFWZrNO92ohryEAzUGF/e1Bfu+xi5yfL5AsanhlqfbaFkZtHiPkEd0g+lphrSCx1BgSHPpmsVjk0UcfZWBggA9+8IM89NBDPPTQQ7zzne/c0LDurazIdBs/eFjPfbDR2JrL5ejv7ycYDLrdqKvFUEEQeO+hDt66u4XxVImAR6Yn5lt2bks7X5ZlcfHiRSYnJ6+6J/jcc+N87dQcQVUi5BFJFQ3+5vlJLswX+K23bnfV9QDu29rIi2NpxpMlcuUq+bIBAjSHPHziXdvJDJ+4aidiLdTjXq6iIwk2MzPTaJrOwW2dzBpJpjMVZNExDg54JYpVk66Yj91tIfpnnWLqfK7CXx13BDpCXgnNsDk3l2ciVeY9d7QzNzfL2bNn2bp1Kz09PfT39yNi8d47WvmOX+bCXBHLtLijK4xhWoiCQMQn8/3xHH5VRABkWcLjD7ClI85YooSvUUEfGqVSLDKULyDJCmG/l4agn6pukauYtK5ogJyZzmHX6KJu5w8nuaiLlli1GGaaNhOpMueTBjNzaUp2CdO2afAp3NMX41D3lYnHfX0xvtw/S6qkE/PXkmDBScoEagwZyxnRMCybR07N8ZWTjpDLOzoETj89wVMX0+imxZFNUX76SCe93d10d3dzdjpD9vunncQLsLGx7cvv4eFdTXgVka8PLPC103PM5zRawx7evb+FN29vJFGoMjhXYKFgUxA1NjcFee/Bdjc5ThQ0ptIVPLLTrarP+NW7a3ZtyMyq3TOea8xVXU34ShKd+emVUCSRnz7Swb19MUaTJVRJZHdbkFhAde1ozk8lGJ/MMpIW0Eo5OhsCKIpK0RAIKhLbml/5eeXrpR3eaPJl2za/+Iu/yCOPPMJTTz3F5s1rF1XWgmmanDlzhre97W03dC4r8ZomX+Fw+Kr+TDdDDjedTnPy5EkaGxvZvXu3ewPcaPJl244yTl35xzAMLl686CZ44XAYy7KJBRTCXhlJgKJmYlrO8wzLoQzops1MpoxSk3pfLNi8YWujayS4NFmyLItz584xPz+/bDZuI7ga7cE0TXf27siRI0QiVzd2Xnos27YxTdP9ub6I1P+2LIv+ixkmMxU2N/qpr0Nhr8jQXJ4zCYO3vIrSpyshCII7/9Pb24umae5s1KlTpwDcROxGZ6OW4lZIvnJVk8WiQSRqu1WwepcwFAoxYYT5+ugcM+kS4rkE28OzHGu2aY03uJ3C+vc45JX5jR/q4+xsnqGFImdn8rwwnuH5MWfQVZEENNOiUKtkmiYosohPdgbbdXTeuffyxuvVvj7rDRIej4d3vvOdvOMd72DTpk388R//MVNTU/zN3/wNkUiE973vfet+zVtZkek2fjBxLXrbRmLr9PQ0g4OD9Pb20tvbu0xt8FpjAUGv7HpWrkS981UvWFar1St8KZciUajy5IUEIY9Eg19lZKFSm9sy+Pa5RaYzFf79Gzbzhq1xAO7ra+SxgXm+MTCHYVpIoujS4oYXS8S5PrntOhsl6oG5hQQ9UYXu7m4kUeT+LY38y5k5V7I8VzZQZZGdbWFOT+dqlD2b5y6lmEyV2doccNfcXFnn+6Mp4nYWKzPDgQMHXF/HYDDIpUuX8M/Ocige51hHDH8wTGPQwzPDCV4cz+BVZCTRMQqWRTBNC7AoVk08isSWziZsxpk3PCiSiKkZLJSK2PN5mgIi+QWFtNK8TJRq6YbfK4uIgtPVqs+cWbZN1bDZ0Rrg2xcWmc9pvHSpgiSbHN7sIxZQWCxoPDa4QMgrX7HR39oc4Ofv6eZ/PzfJfMEp1imSwDv3tvCzRzt5eTLLdy8m+c75JGJNsAkBqobJF0dFgjNz+FQJURD4zvkEJ6dy/Ol7djOXq/Dv/mEAfVlN17nOXgkkwaZPXORPv1HkX4crTgdQkbiUKPInT4ySrxj83N3dXFos8uTzSfbuaOGOzc3LknXddObSvDUVz6BHwiOJDu3etpEUERubsmbR1eBle+u1hc2uZ/8jCAK9cf+yjhw44lKnMgpPzKjkxCi2VOZc0mAskyEkWXglOBIxaVL1V1x2/notXG7UQ/YXfuEX+PznP8/XvvY1QqGQa40UiUTcPcsHP/hBOjo6+OQnPwnA7/7u73L06FG2bNlCJpPhU5/6FOPj4/z8z//8DZ3LStwSghtr4UYSpKXS6Nu3b6erq2vZJu5Gjn16Oss3zswzlizhkUXu7ArQWp0m5HO8R+qiF9OZMot5jUM9UXTT4oXRNI0hFbGoU6xJmGqmjW5atIQ9dMe83N0X58gSRZz6Ql+tVjl58qQrfHG9psJr0Rir1SonTpwA4OjRo+uSZ68H+HriVf8CryVxP52tIokiqiK7zxOxECyDhbLoVmJFUXT/vFZQVZW2tjba2tqcKmetK1Z3Za97RcXj8Su8ojaK1yr5mstV+dxzE3zvvIkyOEp3bIGfPNzO3b2Xk/qnh1N85ulxR6XM56FqyPRnZdRIiB8Pe1lYWODixYv4fL7L3lnhCBfmC/zDSzOMJR3qSR26tWJDaIOtW1RsyIk2XsXkxfEslg0DM3k0w+JAV5i37mqmYxULhJuN6zVZvuuuu/iZn/kZPvaxj93wOdxKiky38frEeuJfvdg3NzfHHXfcQTwev+IYN2I1IorOmv/cc88RiUS44447rmqAPputUtJMmoIqiaJGsmwi4ijWVQ2b6UyFTzw6RFU3eXBHM7phMjGfJKraNAQDKIpM1CeTrxh84+wCb22EimYQ3IAhPVxmo1Qnz7E5HqKAj2zZiV3Josa79rfS0+Dn6UspBmdyYMO3Bxd46sIiOyIWvxy3ODdXIuKTl1G+gh6JcxPznMHk0J7dPDleRZ6cYU+7Y6nS3d3tmsfPXjyHZVnO/KkvQtgjsVg0iAU9jCwWqdQoghfmimTLGZpCKqcmVQRAM2y8qkjA46WiOwbGm5oC+CXLNbqtr+X39Ub41rkEhaqBRxbxqxL5euHMcujjDX6F3kYfVd12vck8Ikyky0T9Cu0RLyOJEqenc6t2WX5kfyuHeyI8P5qhaljsbQ+xp90RXHpHxMtnvjeOjY2yZD8gYDvUPsPCo0gEPc6fZEHjH0/M8MjJuStjTQ22IPLgzjhHd0f4pa+OYBkmQdlGsmSiHpmcZvNP/bO8bU8zmxv9fF2Hb15I8+xEiQe3xznY5bBg4kGVrgYvC4Uq6ZJBxbBoCqlMpisgOFTFfMWhZv7mQ1uu6Q92s/02z88X+fb5BD5FYntLkK3NAcZTFRbzVY51+WkxF9jbKnB2YGDDIwYbhWVZV/1ur4ZisUh7e/sNve5nPvMZAB544IFlv/+rv/orfuZnfgZwmGRL95rpdJoPf/jDzM3N0dDQwKFDh3juuefYtWvXDZ3LSrwuk6+l6ol33nmnq/S2FBs1L65jYCbHnz85Qr5i0OBXSBVK/N1zCxzuDvEbb93NV77zLH/13DgjiSICAgu5Kk0hlfmcjm7aNPhkcqKBCPhUCa9tE/TK9DUF2N8Z5d4tyxX46lTG48ePE41GVxW+2AhWq4hms1n6+/uJxWLLuoPrOZZlWddMvOqI+GRMy3a7GZZlkUql0E2brd2tSJK0bGas/hr1474Sydh6Zs1WdsWq1ao7G3Xy5EkEQVg2K7YREZdXY9ZtNZQ0k9999CLDC0VEGzySyKXFIp/6zgi/81aJO7oimJbNP5+ZxzBtuhrqyb6MV5Y4PVvixw51cXDTJgzDIJ1Ok0qluHDhAsenNb4zI5FeUhRf+S6FJX9bQMgDTQGFxnCAk1NZBmZy9DT6kQR47OwiAzN5/uNb+q6YSbjZME1zQ11NwzCoVqs3bTD4VlNkuo3XJ64VW+vmzHVF4NWKfTfKHkkkEliWRXd3N5s3b77mxrMxoNa6DCbJotMlkUQnmagaFratkSnBJx+7yDMXE+zyZkgWdTY3Rwn5nDVZM21SRZ3pbIWBaYnPjb7I2/e28uF7NxHxLV+353NVJtNlYgGFzY1+N3bOzs5iWRZ37NnFkXCcJy8kuLhQAODwpgYe2NZEuqTx9y9OEfTKDp1OEFjIV3l6qkr28WkiwYArfgDOOjIzM4Nh2oxZjXz/uemaUrJNyCPzIwfaeHhXE7oaJu2RUbvaaPfbGMUMicQcoWyerOalqKmkiyYFzSTmVxhNVUiXdEZSFV6ezGGbNnvaVTTLEUbyKhL7Ory0NQbZur2bHQKuVcvs7CxGNsd9rSpPTtuuD5dHFgh5ZGIBhTu7o86mPlmiNezh4kIRUYAGn0y+apIu6bSGnZmvVHFta4POqI/33LF6QTlV0hERMCwby3KSrnpepZk2yYJGqqgRVCV0y+abg4sus2KpwmEd7RGV//dt2zg7m0dDJh7xIglgGDqGoSMaJosZjW++eI5HhqoMztuIYhIBgS/1z/IThzv45QccA+P7tjSSLOpgl0kVNQzTZkdzgJ5GP0GPhFeR6In5yJQNEgXNFRpZDTe7+zQ4m6eimW7slmodMsty9pybFIW9e/ZcMWJw4cIF/H6/u6eJRCI3tOeEjcdVuDkzX+vZXz311FPLfv6TP/kTV97+lcRrrnZ4NciyvOGZr2KxSH9/P4qiXKGeuBTXGzgeOztPrmLQF/eTz+eRq3k2N4WZKMl8ZyjFt6YE/IUUYZ9MoWIwk6tg2BaNQec8NMumolsEvTKdDY50aMgr0xhQOTGR4YFtcTxLBodzuRzZbJZt27atK0BdCytnyObm5jhz5gx9fX3XdXxN0xgfH6epqemaG9A7u6M8fj7BdLZC3CeRTicpWgrxhgD3bm12v5z1hK4+Q7b0c7oVumIej8ftilmW5XbFJiYm3K7YUh+tq13T14p2eHwkzchikZawSjFfJaBKhHwKM9kqXzs9zx1dEXIVg/m8dsWmJOiRSJY0ptJltjUHkGWZeDxOQ2Ocvi02f//FAWS5iFnWaxXKtd+fBXgkAVV0ZsNKhoVuOp54Mb+CRxZpDNiMJcs8fiHJTx6+fiP09WCjqkyFgrPpullqh7eaItNt/GDiWrTDq8181YtKq5kzrzzG9cTQpeJXAJs2bVrXGtge9XK4p8GJwWXdjWMVy0QSIOhRKesmimjzvfOzGN0+ouEQ9TM0LJvB2RyJgoZtgyBCqqjz+e9PMZkq84fv2YMiiVR1k898b5TvnF+kXBstONAZ4Vcf7GNhYpj5+XkAOjo6EASBDxzupFBLTII1mt6/npmjrJt0RLwgCEyny6RKOroJ/TMlQl4DVRZo8CuogsXMzAwlwYsn4GU8VaGrwYtfkQCbhYLOIydnmclWODdXoFA1EIAGv8q79rVw7K4+dhTL/OFj5+mfzZEpWyA4XT3dcoSQTNNE1y1sQeRSqsp79jUjSyI+VawZDjvsFVESr7Bq2ZFIID87xanZMkEFNsW8bGoOU0ZFkSWKVQNfbc9Sp+VZzimg1RQD81WDHdfp2bi9OcCJydwVSRRcTq5s26HPA1QNzX3sas/pizuJb8DjdB5Ny0ZVJCTVg0f1gGRgaQbPT1U4N19GEkARHMlEwxb4/IvTPLA1xoHOCHvaQ7w4nmFwrkDVtPEoIm1RLz9xuIP+ySzPjaQ5PZ0DIOpX+MChdu7tW53RcLP3AhXDusKEGkCSHCNm0ePsoVYKkem6TjqdJplMcu7cOXRdp6Fh+YjBRs/zemmHr2f/zNdV56uuMtjZ2cm2bduuukHf6LGTBY3z83lOTGQIqCLJVApd02hubkZRFIYXnRZvogzdEYuqbtEW8VI1LMZTJSScL3my4FR/GvyqI3lqWLSFPZR0k3NzBX7v0SG2Nge4b0sjWmqaqakp/H4/vb296z7Xq6E+Q7ZUMvhqA86roZ4UBYNBent7SSaTDA8P4/P5iMfjNDU1rSrI0NcU4Kfv6uTvjo9ybiqNx+OhtSHED+9vXWbSuDS5sixrGa2x/qf+OEEQXrGu2HogiiLRaJRoNEpfX5/ro1VPxupCDfV2/mpdsdci+ZrMlLGhNjzsBJY67/3iouOD51clfIroqlrVoZu2I5DhdSg8j5ya46mLSaqGxY7mAAsFnVjIS7JsoZsWomVzOd13JDVsQBKo/S3Uhrcdmd/61TBr5U1JFPCrIgMz+Vf8umxUlanuGXgzVJluRUWm23h9QpZld22trz9LxZZ27tx5zXvwepKvOn3eMAyOHDnCc889t+6Kf6FqUNJNqoaFZliYNQlxUYCwT3FmkSwbyagQDXiZ1bzs7Qjy7Eiqpi6sky7p2LYzV+STbBTFMdd9eSLDl/tnEBH43nCCk5NZIj6FpqBKxbB4biTJzPwiH96rcOedd3L8+PFl1y64Qgyhops1dT3HnypV0p31TnBeuyXsYSpd5sXRBB6zTCAQpC0WJlnUsSwbvyrVBBxEmkMqp6ZyPDa4wLbmIK0hPxXDYj5f5ZGTc3THfHzr3CIvTFcIB3wIoo4gwFxOcxQDLUeOv67Dly4ZfPNCiqaQh3hQQQLu62tAsC0Mw1rGNlEUhVBDE83NGu/sEFFtnUKxSCadplSukLE89DYFSRsKrREPTSGViEckWTaQFWevMZosEfbI1y1n3hsP8PJkbtX/W41R4al5ua2FzbXZqC1NfrbE/QzOFWq+ZSK6aZGtGuzvCHMhUXLmzLARavsmx8ha4J+eu0jnmzYxkhc5OZVjU8xHY1DFsmymMhX+/KlRippJPKAiCk6HLpHX+PyL02xu9NMR9VKoGpyedhQzoz6FuGDc1H3M5kYfTw87e8x6l1U3neJmT1RFsldPhhRFobm5mebmZkfboFQimUySSCS4dOmSK1QWi8VoaGhYF53wtRLcuJXxuki+bNtmeHiYsbEx9uzZQ1tb20099qMD8/zrwBypgsZYsoRhGvRFZfraWxzFJsuhPQzOVShrAtpiCUEAvyqztdnPfE5koaBRqBqYlqNMVNIMqoZFc8iDIAi8MJJGFBwJ+nNzOR7tH+WtXTb3793uVghvBuqdr1OnTpHNZq9qxLnW9ah3pURRZNOmTWyqUc/qEq9nzpzBNE0aGxuJx+PE43E8Hg+2bdOjFnlnSw5pdw8NDTG2NQeWKVStRH0xqn9xl9Ic60lg/X29kvTE9WKlj1ZdnnxsbOyKrlgwGHzNaIf1bpZl2zWjTmcTUTUsNjU6NAWPLPKGLTG+2D9HrmIQ8khops1MrsLmmI9drUE++a1LnJjM4qt5pDw3miFd1t2qp27aiCJczr5qvm+AYDtdMc208HsAnKTOsG1CtUHmOnTL6bi90thokCgWi/h8vhuiZdzKiky38fpE/X41TRNZltF1nTNnzpDP59cltlQ/xkaSr0wm49Lb9+zZc9kLq3YO18JX+md4eTzDjpYAZd1iaKFASbOw7PpaY+GXbDriETTbWas+cGcHqZLOxYUCiXwVw7RrynEKhq4hCJcNfD/73VE8sshstgrY+BQJya/gw6ZoaYznRSI9u10K5tWSxh2tzsxS1bDIV/RavBSwAL/izE55JBtBr/Deo5uIN0TZ1hLg049foqwZtcTrsvhRSTNRRAHbhqcvpV3apSqLfOf8It85t4hPkQh7FUqaiVgrStq2o/yhSAKWZaNbNoYFi7kKsmAzk63QFvHS1xxCURS3uLnsc7VsR17etPAFfPh8PpricUoVjZGFLM0eg+mFNM8kFmmL+mnxWugVGY/ixOOuqJd7ehvojl3fnPpEukzYK1HVLarm1eOlIziy9mMEAZ64kOQX7t+EJAp89MFefvcbQ0xmKm4XbVPMz6++qZcP//1pBASH4miDKIioqoSpm+iWzdDQEP98SSNdUWiMBzENEVmWa8lwAkUUSNbm+53UV2AuV+X5sTRHeqL89fNTTKbLrsJvTDV58CYyxg90Rvj+eJbB2TxBj4wgOOqR25uD7Gnxklm49j5pqeVKd3e364maTCa5dOkS5XKZSCTiJmPBYHDVYvL1+HyVSqXXtX/mLU07rA/0Xm2Rqysllctljh07tu5M+WqBI1PSGUkUUWWRUtXgiydmUCSB9pBEPmcwYwhMlQTadAuvDBPpCpZrJAlFzcCyIF3UmEiVnLZ2bVhVN53OQUW32Nnqpz3q5dlLKSxgd1uYqFdkcTHDQlXkktXCW3y+GxpqXgnDMMhms4TDYY4dO7YhHu5SKfmV812yLC+rluTzeRKJBNPT05w7d879XMrlMvccvmPVObz14GpdseulJ75SnSdRFGloaKChoYEtW7ZQqVTcrtj4+DiSJOHxOMm3YRgbHki9EdzXF+OfXp5hLltFtWywbdIlp0L60M4m93E/cqCNhYLGi+NZUiXN4Y03+vnIGzZxajrP6ekczUH1snePCLPZClatuiwKYK64fcXa41RZQhSchA/LZjZVoGhJSIBfEWqSvc5Qt23bHNt8fffMRrDR5KtQKOD3+2/oHrqVFZlu4/WJpclXuVymv78fv9+/oZiwlknyapicnOT8+fOudPpSWuR6jqEZFk8NJRxhBa9C0Oso1l2cz5PTQDNM4l7obY3iUxXmUyX2tkfobQrwiR/eycsTGb748jRPDiWQRMcA13SPbaKbNl5VoiXkYSFfxUYgUdRQRRv0MiG/l2QFEkWdnbWYcrXC2X1bGvl6R5hTU1lX5bgKKKJA1CtRLBawTZO2pgZ+7K4tblzd1xHiq4kSpu0wA8Dp+NmARxF5biTlUiHB2WP848szjo+YLCKLDnshV9ERaucnCAK2ICLLApZhYtk2Ya9IgCoNsolRNjgxPEVPdDO+2n5jaaz3KjabYyovTuTxyQIeVcK2YL5osKW9kXcfbONIpszT5+cYW8xiWwYHQjpbWgRUv5ftXQE236CcuUcWaQt7qJo248myc/25cqZrqbjTSkiC0yWdSJc5Pprm3r4YvXE///0De3luJM1crkpbxMPdvQ34FImDXWEeHVzEskGss20ExxblwX2bOLYzzhOZC4SSBRL5Eqm5DIIg0BD0ouk6edN5bMDjqDEapkW2YvD0cIqpdIXhxSK+mhemokiMp8s8ZcGb7rLXZVZ9LfhViZ871sUzw0n6p/KAzRu3NXJvb4xyNkHuOorUkiS5xWNw9nP1+fexsbE1mT7X4/N1m3b4GqK+GV3rg6sLRUQiEe6+++4NbV5XCxy2bfP1M3P8y5l50iUNSRQoVQ0EQaAnCJl0nq6mCOVElcWCxgujaVojXroafKgizOWgbIJom1jW5WK/Q41wFvyWcN1wWaz5exnYNuxsDRKULeYXEgQDAXobAkxmKiRL5k1LvjKZDMPDw0iSxOHDhzf0ZViPomEdSznEvb29FItFTp8+TaVSwbZtTp8+TWNjI01NTWtS8daDa3XFXi3RjvXC6/XS0dFBR0cHlmWRyWQYHR2lUCjw9NNPuxWkxsZGAoHAK0pHjAdVfu3Nffy3p0YZX6hQzmmEvDLvuaOVtyxJvvyqxK+8cTMjiRKT6Qohr8ze9hCqLPLsSArTtpeZm87lnGqyIgp4ZBGj5tEiCHBvXwzNMDk7W0QzLbyyyNamAAc6w5y8NEXJ9rAnqqBYGgPzZc6MV5FliYBH4Q3b4ty3ZePWChvFRit0NyNA3MqKTLfxg4lrrR319XBmZobh4WE2bdrEli1bNrTmrEeu3rIsBgcHWVhY4ODBg+6mrX6O61VM1AyLim6hLvFKCnlleoJwKeeIQDSEA5QNmMuXCHllfvSONsdfSZG4u6+RoEfmwnyBmWwFzbRc2r9ugiwKdEZ9Ds1MEjFNC9O0SBXKdDUG0S0Br2LRGvYuo2kuRa6s88JYmvNzeTyyxI8caGNPR5hHTs5Q1k2iPpmIYmMbGpogIqse7tnSvMyi5cEdzZyaznNpsUjAI2NaDntgd1uIofk8Jc0k5HFM4C0bvIpIvmIQ8ysUqs78eMgjUihqDuPABMMCWQLTsjAsG58qsa0tSneDD9E2mU7luTCT5tlnZ/D7/S5bJRqNut2wuzY3kq1YjCZKDlsCaA6q3Ls5giRAT2OArrt7yVcMBk6f5nTOw2dO58mWF4A5djUI/PzhRrZ0NBOLxZatsbZt0z+V47mRNJmyzly2yqWE41n18K4mjvREubhQxLBsvLJIY1AhUdBr9xBcizwi1h5j1v6Aza9+aZA/+rFd3L8lhl+VePOO+BXPc21X3PN0zJobAzJv2hZDEAS2NIc4OV1EN2V0S8KyTBaSGmXNQrdsQqqAZQKi85lJosBookSmqLNY1JyZuNoLSLaFUDPOvlnKvmGvzNv2tPC2PS3Lfl9IbTwZWg0+n2/ZniabzZJKpRgfH2dwcJBQKEQsFkPTtA3vN4vF4m3a4SuJqw0GL63Ordyg141wr1coQpIkdF1f9rsXxtL8w0vTKKJAT8yPYVq8kCyh6wZhGzzBBoZTFSqGhSyJSCL4FJG37m7mr45PUNWtmvfFEpYVTsXFV/OCqOoWflWmapjc0xejLerjz58aQbE0ksk8DQ0N+P1+smW9FpyuT5VxJWZmZjh79iytra3kcrkNfRGWzlpdK/FaiXK5zKlTp/B6vW7Cl81mXf7wmTNniEaj7oJ/I0nHyq7Y0j+3mmiHKIrEYjGy2Sw+n4/Nmze7vmKjo6MoiuImYuvlVW8Uh7oj/MX7dvG333iWLTs2sacj6vrLLYUgCPQ1BehrWp5kBFQJbMdzpaJbiAIUKjoCAj5VYlPMR9WwkESBZFHjzu4oM9kKczmNsm5i43SJd7QGOeiR2bq1192cTaZKvHBpgUw2T1QoETXGOHki+YqbXl/PzNdaVIv14lZWZLqN1yfqstbDw8Mbnvmt41qdr0qlQn9/v9O1XsMeZb3ds4BHoqfRx8B0johPRhAENE2jbFi0hb28dV8H5+YK5CoGh3uivGt/G3d0RZcdY29HmA8d7eJ/PDNOoqBhmM6G16uIxPyK201qCihMpstOx0NWqZiQLesc642xY4lX09K4nC5pfOZ7o5yfK6DUYvYLYyke2BrnLz6wnz95fJjTU1nSJQ1RFJBVhe2tIR7e1eQUC3HUB2MBhY8+2MeTQwnOTOfwKhJHNzewvSXIv/nbk5g16iDYGKZNwCNjAx1RHxPpMlPpIpKhocoyAY9ASHCuXb5iYlg2AVUk6JFIFXUKVQNVEtFMiUN93TxwqM2d7Tlz5gyWZbl2KvF4nB871MnoYpFMWcMjCXRHvfhVcVmRM6iKvDRv8oULThfIp8oYts1A2uJPX8jxi3uzaNWqK2veEIvxv76/wNdOzVM1TApV0+1oSaLA/3xugm1NAXpiPkaTJWedtW2Hgm4ayIqMYdmUNZO12IarNcN0y+K3/vk83/zIXasabS/kq1xYKLI55iORK1GxBERRIOyT8SsSY6kK25oDdMV8FDUD3bSJeGVsRPJVAZ/HwtJMNAss3cS0DCwEfLKIbVkOzVGABr/s7oEXcxUWyk4n9lq4tFjkxGSW+bxGW9jD4Z7ohmidr4Sv11KmT33+PZVKkUqlqFarnD171u2INTY2rimGV8ftztdriHqnYqkqU72SNj8/f0UlbSOQJIlKpbLsd98dSiyT1bZMi5CoM23AaFGlmM7X/I5k/KrEztYgpg3fvZikopvoto1XEtBtAcu2nSSs9kcQBEzLoqw7lAEBAa8qsa89iM8qM5GpsqvTmY0yLZuFvMbB7ggtIQ/TN5B82bbNxYsXmZiY4MCBA65n1XqfW+94ARtOvDKZDCdPnqS1tXWZAEr9C7p161bK5TKJRMJNxjwej7vYNzQ0XPcszWr0xHoitrQrVv/7lTYZvBZ8Ph+dnZ10dnZimqY7K1bnVUejUTfxuFGa21J4ZZHtUZv7t8U3nODd2R3lL747xqnpvFsdNCxnrDvqU2pCGRKW7YTTiwtF+qeyxGreL5ZtM5/X+NzxSd7XZbJ9yfXvivnpim1yf15qen369Gls2yYWi617IV8vrmfm6/UcIG7j9YdKpeLKyO/du/e6Ei+4PBawmkpbOp2mv7+fpqYmdu3adVXFxPUUFwVB4EcPtDOaKDGeKqPYOvlyFc0UeOe+Nn7hAUeQyrDsmojQ6sd4352dHN7UwBNDCV4aHOFAbytef4B/fGkawzRJFjTSeYfWZgEl3SJk2LxxexO/9MbeZe9z6Xk/fTHJ2ZkcMb+KLIpE/DIL+Sr/8NIUZ6Zz+ASTFqWKqUoEvCpv3tvNW3c1EVQF+qdyfPPcIrOZCkGPzA/tbOLH7mjj/YcuK7vats0dXRGeHk66lLTGoELUJzOXq3KgK8w9nSpf7p+hqngIeD28pa+BxoDC8EIJw3I6h/1TWUzbJuKT8Mgi6ZJOpmwiiwKyLNPS0kJLS8uaowNNTU3siMfd4tdKZeKqpvOtsSqW7cQAABWHCTGRtxBad3JXq9el33/j5WG+eFFyPjP7MoXQxulYCQKcmy+wszVIW8RLoWLQHvXwzl2NBFIXefODd5Mu6fyHLwwwMLs+QSZFFNz5p+OjaR7cfmXXK1cx0A2LsFdGMmwaomGEmjLiXK5KtuwU7kuaWYtlzriKKMDWpgCaYTGSLKNKjpiUKEDYI1DRTLxUSVVtFFlA10GWJUShvlcBeY37t46XJ7J8qX+WfMXAp4icmyvQP5XjJ+5sZ1fb+makXo39zlJV6GQyydatW6lUKszMzLhy9vVkbDWBttszX68xllIb6t4jwJreI+vFajNf87kqPkVEMyzGF3PMZkpotoRhW6RKGggCIo48bcQno8gi1arB+bk8fsVRJ6orMNn25Xa1BWRKjvxppuRQsLpjfrrCCqdOvMQbOkS+JUZ4ebqIYTnKO1ubg7zvUAeSZF1358swDE6fPk2hUODo0aMEg0EWFxfXVWlfKqwBuKqC68Xs7CyDg4Ns3bqV7u5uwFmoJlJlZElgU6MPWRTx+Xx0dXXR1dWFaZquieS5c+fQNI1YLEZTUxPxePy6jf+uRk+cn59fZmnwanfFVtu41HnTsViMrVu3UiqVXF71yMgIiqIQj8fdrtiNiD0sFSzZKL4/nqFq2O77qEv+IoAqO8ezbKeQEPHJLBSqKKJA0OMsO6Ig0BpSmUhXuJC2eOAq72Ol6XXdl6S+kAcCgWW+JNf7+d1Ovm7j9YC1vs+pVIqTJ08Sj8fRNO2GOupLfRmXUvEmJiYYGhpi+/btdHV1XXVt2cjc2OFNDfzqGzfzf54aZDKn0xmP0CWm+Q/3X5aqV6Srr2OCINDbFKS3KchOptm6NY4ciPLSeIZTkxlyJR1BBI8iEVMkIn6Vwz1RPva27ctku+uqwXV8c3CBsUSZEbsEOPNZXsWRYc9k80QpsKUjDobGW3p93HOHI8h0fDTDnz01WhPQEDBtm5NTWSbSZX72WLeTIIykODWVo6SbyJIzO95U84tKFDQCHplebwkpP89nPrAPyxMk5JUJehyGzfm5Ai+OZ3h2JEVJc5LlS4kyDX6ZgCqzp81HRTcpaabbBVo5OqBpmlsknZiYcEyGa0XSxsZGVFVF13VeOj1IumLjWXJf2TgJha1bXFoscXdvDL/fT1dXF99eHMYW5vDJApnKZWEKGyeRlmoiI7mKwf1bYqRLOmXdIuiRkGqfdYNf4aMPbubn/u70uu4jG2fu2MbZk6yGtrDHVfOVuPx9ylUMAqpEd61Ab5g2QY/M1ia/m2Qpksh4ypnby5R1opKIT3Ek/SMBhXfta+GRk7OkilWyJR2BKqbtzDhH/BLYa+/3KrrJY4OLaIbF1tocnaMoWeab5xbZ1hK8ppkzXJ8Axo3AsizC4TBtbW1XyNkPDg5imqZbYPb5fIRCIarV6k2hHf7FX/wFn/rUp5ibm2P//v382Z/9GUeOHFnz8V/84hf57d/+bcbGxti6dSu///u//4oIWb3mydd6/EhM01y398h6sZrJ8ua4n9FkiYlEjkzZwKPIlCsmdr2DhY0sOoa0VcNiYDqHbTuCAfGgikcSESwTWxLQtSVlHBy1NgEwBBtFEggocGmwny2drWxva+d7iXG8su5Kb4uiQL5q0ORdX2VwJUqlEidOnMDj8XD06FF3iHqlz9dquJqwxrVg2zYjIyNMTEywf/9+4nGnqvTdi0m+dmqWxYKGKAhsivn4qbs62dp8+cslSRJNTU00NTW5nN/FxUVmZ2c5f/48gUDAXfBvZINdD5yDg4Pk83n279/vbiRebSn79Xh7+P1+/H6/2xWrqw1dvHiRSqVyQ12xpcn1RmDZjgGzT5FojXgoVusKmAKLeY1UUSdfcQJbxCfzi2/YxN9+f/qKqrRzfaFi2Ou+xqv5ktST07Nnz2KapktricVi6y7S1D//28nXbbzeYNs2Y2NjDA8Pu0nR8ePHb8gkeelYQD2JOnv2LMlkkjvvvHNdokqSJFHWDKq6uczfcjUUCgW0mXP83D4fO3YfQZFEnnryCdRrJFxrob4HiAVUfm5/mP80uUBFcQQ9WsNeNjX6MS2b8VSJoYUCO1ovV+GXxtHJVIkzMznKuknEryDgzH+lixoBGfSqzvbdm/B4PHx/aJqB6Sw7e1L4gmG+1O/ExHhQxSOLWLbNYr7KV/pnuW9LA08NpTg7kyfslYl4JCJeiVTJcOncEa/MW7rAW0lx4PDhKzarHlki6JH52uk5FvMaRk39KFXUCKgS79zTiCpLpMs6Fd1cRsGzbRu9pg6pquoVKr6JRILR0VEGBgYIh8NUq1UQJSIBD7mKWUuiaqIqlrMfavA54x712KqZNoIg4vGoSKUyS29H27ZdsSZFqIluRLxMpcscH81wzH/5sXd2R3jfwTb+6cQskoBLQVREJ6FdSj20cf5fEgUOdq2u6hnwyLxrbwv/5/kpqhqoVYNyzeLgXXtbaAk7TIuuBh+yKFDWLffa6abTZfyJO9vJVgyeuJCgoJlsawnwzr3N7O8IMzhbYCItY9lQrBqookW5UqXTZzJ08vskGqJu/Fo6ijGdqZAoVJeNBwiCQEtIZSZbZTFfXXV0YCVeTabPanF1pZx9sVh01bJ/+7d/m+HhYdrb23n22Wd5xzvecd1J2D/+4z/y0Y9+lM9+9rPcddddfPrTn+ahhx7iwoULq3b8n3vuOX78x3+cT37yk7zjHe/g85//PO9+97s5ceIEe/bsue5rsBpe8+TrWhBFkenpaebm5tblPbJerNb5ur+vgX85MU6iZBHxqmiWjWFfVmdTBMdl3bBtTM3CJ4tUTWcRtHE6WqYNUr3rJYCE0z6XRKey0dPoZ3NEYjqRxQh1sGXbNv5/jw6BAHf3xdxkdGSxyF8fn+Dde+JkqhuTI69TPlpbW9mxY8eyL9nKit1KbERYYyVM02RwcJBMJsOdd97ptoxPTWX56+cnMS2LlrBDqxxaKPDfvzfG77xtGw3+K9W1BEEgGAwSDAbdDXadj37q1CkAV8q+XnlbLzRNczuoR44cWfbc10LKfiPXeKXaUN2Do94Vq3twrLcrdr2dr4pukSrqeBQRRRSJ+sRl//fwriY6o14CHom7NzfQFPLQP5njOxcSNC5JOMuaiSQKtPquPxgoirKMLlMoFEgmk8zPzzM0NITP51tGb1jrmtSvxUaTr9fzUPBt/ODDMAzOnDlDNpvl8OHDRKNRYH2CGVfD0uTLMAz6+/sRRZFjx45dwVKYy1Z44sIi5+cKNPgV7tnSSGfUyyPDOqOnLiGrk9zRFeEDd3ayqdF/xWstLi5y6tQpurq62LZtm0Pjr5379TJD6gnjuXPnmJmYprslyi6vl6j/8ny5ZdukFzWeGkpg27C9JYgoCsvi6NPDSUf2XXKYMaIooEoCJc1GF2BPXxcejwfLsmkIBajYJQYGBkiWLAanRBRBQq0tfaIgEA+qzGSq/MvpBaYyFboafMxmK0xlKiiSY8GxszXIW3c24s1NEVIFDhw4gmaLPH5hkWzZoLfRz77OMKIg8HffnyJZ0GgMKuQrjo+iadnMZiskSzoB1SbkkVxGAsDwYpGnh5OMJkr4FIlD3RHu29qIT5GWzfZs3bqVdDrNqVOnHNVeTeNgg8x3Jm2KOH5lpg2FqklzSOWBrY3uPQOwuzXgdHJMi6BHJlXS3Zq1kxw7P0XFCpOTk/i8PiRRIV2S0LyXY5YgCHzs4S08sLWRb5xd4OWJLOmyTltIpahbLOS1ZZ+pKAi8/2DbmsIWtm1zZFOU+WyJ7wyU0GozXQ/tbOI9d1y2Mtre4ghGvTyZRZVERMGhqm5tDnJkU5SIT+Hd+1up1hLbetx7+55mvvDyDEXNJOrzUtYtoorN23eFOba75wqmSz2m25a3JrayfA9n2ZeVGNeD6/Hdul7UP+u1Xm/pXq+7u5u/+7u/44tf/CL/5b/8Fz72sY/xoQ99iHvvvZf/9b/+14ZtWP74j/+YD3/4w/zsz/4sAJ/97Gf5+te/zuc+9zn+43/8j1c8/k//9E95+OGH+fVf/3UAPv7xj/Ptb3+bP//zP+ezn/3shl77Wrilky/DMKhWqywsLKzbe2S9WJl85fN5smMD9DXI5AwLWxDQDGehUhWnSS0tqdIDpEo6sijg90jMZCqYFigiVE0bWRSIBz2YtoWIQDzkIVvWCUsGYrVILBZFDTYwmakwk63gUySSRZ2IV6ZiWMxkK5ydzXNxvoBQFagcH+fHj3StyWevoy5Esn37dpfutxRX63zdiLDGyoRm6QzO94ZTlDSTvqbLQbWn0c9YssyL4xnesvPaMweKotDa2kprayu2bbuVt/Hxcc6ePUs4HHbpiVcTQCiVSvT39xMMBtmzZ88VC8JGpOxvRlfsRn2+6l2xOm2z3sofGhpC07QrumKrvf5GKaXgqGw1h1TGU2VCS4K2ZjqiM10NPjw16mG1Vr58174WTk3nGE9XCHkkDNOmYlgc7omwSd2YCMxaEASBUChEKBRy/efq1+T8+fPouk5DQ4NLUVx6TZbONq4Xtztft3Erov59LhQK9Pf34/V6ufvuu5cVmq7HJHnla4ii6H63Wltb2blz5xXfn/FkiU9+c4jpdBlVFtFNm+8OJx3F17xFNGAjWjZPnF/kwnyBT/zwLrd6X2dSjIyMXOHhuXSdvl6Mjo4ynrNIKF1MZhIIgs7O1hARn0JFNzk1lWWxoPGNgXmevZRiV1uQf3vf5mXMmflclZBXdo2cbdumojk09mjIS3PY69IzLUFi/7bN3L+tkYn5JFw4h27oZLMakiw5wmKihCgK5Mo6lm0zky1zcaGELOEYNwNjiwXOiynesqORXbt2cXauyH/95kUW8lUAZFHkYHeE33x4K98fS+ORnSKZR7Yp1QpepmEzMJNnX3uYI5uiruDIpcUif/38JOmiTiygkC3rfO30HHP5Kj91pHPZBj+TyXDq1Cna29vZunUrlmWxYzFJ+dsjHJ8qkywYSKLTmfn42/qIBC97pJmmyYPbG3lsMMHAbAF9hSdJPfHa1OijszVIVTcQBZ3FdBGfYCA3WIyMjIA3zJfOZnn8QgKAN22L85sPb+ETjw2TLhsEPRINfplc2ZHs74x6+cnDHXzgzvZV74lkUeMLL89wYb5IqaoTVOAt+5r5sQNtyxJUcCiG7zvUTl+TnzMzeQzTZmdrkEPdESI+haph8dxIiudG0sznqnhkke6Yj/2dEX7mrk4GZvMsFjQ6ol5iepK+uHdVpsvQ1AJPHB9iLqezWFJYzMjs6Yg4/qm1ObTdbUGaQ+srQluWdd0q0xvFRoua0WiU+++/H13XGRoaYmRkhMcee2zDs6mapvHyyy/zn/7Tf3J/J4oib37zmzl+/Piqzzl+/Dgf/ehHl/3uoYce4qtf/eqGXns9eM2Tr7U2ffWgIQgCfX19NzXxguWBZ25ujjNnzrBp0ybuVj0kTs/SHvVxZjqHWNLQrTpP2L5COUeWHDltWRKxbIsGr4BHUUmUDHoafaiyyHiyjCw6g86aCB2bOhlJVbBsmycvJBheKDjVNEHAK4uUdZOSZqFIIh1RL7MLef7lzBwNAQ/v3Ne66vuxbZsLFy4wPT19VSGS1TpfNyqsUSgUOHnyJOFwmN27d1/xJZvLVvCrywNyXcY1VVyuOLkeCIJANBolGo26/ll1Pvro6CiyLC/jo9fPp25N0NbW5lZPr4ZXw+B5PbTD9UKSJPd9r3SmHx4exuv1uolYvQNUN8veKERB4Ef2t/LfnhojVdQIemR0yyJXMfAqIl94adrx70Ig6JH4ycMd/MiBVn7r4S388+l5Tk3niPgkHtjayNt3x3nx+NQrQoOQZXkZlXW1a1JPxOrV+utRO7yN27jVUI9rPT09bN26ddXZ0htJvupx5OzZs+zatWtNVsqX+2eYSpfZ3Oh356bOz+WZzVbZFHJ8r3w+lYjPURn81uACHzrWjWEYDAwMkMlkuOuuuwiHw8uOWy8aXc97KBQKZLI5nlmQeWZBpqTNOYVV3SRT0tnfGWEqXWYuVyUeVNndHqKim5yYyPK3z0+wT7z8/juiTkIRDyqUqjr5so4siQiSSMSrkK84pskLeY2GgMrONqc42NMaZ09nAy+NZ/AFVAQsKlWNdKmCRxYIWHmmSwKZqkVFN8nlDXTTkYtXBZuhkJ+f69tO1YQ/+NYw87kqzWEPkgBl3eL50TR//fwkqixSqDrXyK863oplzRmnCKgSb9weZ3f7ZUrlM5dSpEsaW5sv090KVYNTUznu7i2xpaZ6u7CwwMDAAFu2bHELvZIk0dHazJ/+dDMji0WODy9wZjJFsVTi7586zfCQyv5NzTQ1NTkxPKjwhz+2m9977CLfPLeIWJ8XromWBVSJuWyFybQjjqZIAj0xH+85GEfJjrKQLfJbX50iVanfE/BPJ2b43nCSX3njZv7hpRlmshVUSeS+LTF+6YFNtIa9DM0X+OqpOTyy4+dVT/Yt2+bvvj/NqakcbREPDR6R0YLAM8NpWoIeHt59ZQLgkUWObW6gLeIlXdJpDjn3cr5i8GdPjfHUxSSFqkMVtWzn8Y8NLnKgM8y/u6/HFXg7eza96nc0a3v513GB0aQfAQsDg0xe47mhOQKKiKKqdDcGeHhnHNOGSwsF5vMOrXRHS4CA58pt/qtJOzRNc8MF3qX+mVu2bOEjH/nIhl83kUhgmiYtLctl9ltaWjh//vyqz5mbm1v18XXvzZuJ1zz5Wg1Lg0Y+n39FJKUlScIwDIaGhhgfH2fv3r20traiBXJ85/yi66dR0kQsw6aiWRg1k746xTygSlQMC9sEvyIhiwK6adEblykajtDAga4IM+kSk4s5JEmkszXOUKJCuqTxxZenGUuVKVYNPLJAa9j58qZLOj5VIupTCXplQgrYssgTFxZ56+7mK9RwdF13jaaPHj161Ur8yhm7GxXWSCaTnD59mq6uLvr6+lZ9bkfUy6VEcVmiYday2Hhw/XTBteD1el2lQMuySKfTJBIJhoaGqNZkbT0eD3Nzc8sEQDaKV0LK/mYmX0ux0pl+rQ7QjXRt3r6nmZJm8sUTs+QqToWzu8HHfK6K6hHdzzZZ1Pmb70+xvSXArrYQH32wd9n9tlTs5JXEymtS7xSmUil3fg4cQ9iVXPu1UCwWicVeef+x27iNjWBxcZGBgQH27dt3xWaijqVCQxtFPTGyLIvdu3evmXjVu0dRv7JMsELA2ehq1uV4JIkCiiRwbi7vMhRkWb6iY7cUq81uXwuLi4ucPHmKZxZE/mXUQjOrCCyZP9VNTk5lsSyLqE+hpzb75VdlmkMezszk6Wm5/Lq720MUqwYji0Us2xGMEC0bRXZmxFOFKqLkdDzu3RKjNXyZ6vazx7qYylRYzFeRRQEbmUBA4U19YQ7FLc7MJJhIW1RM0XUUNi0bUxY4nzSYSldIlXTmchWaQ6ortuBXJSq6yZMXErxhayNfeGmGQtXAI0t4ZZGqbhH2Kvz7N2xiR8vlxMu0bEYTJRp8yrK1L+iRmclWmctW2NIUYGJiguHhYfbs2bNmR0IUBb5yJsFMtlLz4lJ5KQU/RYFtc3OYpukWA2cyZVRJxOMRUSRH0r2qmUxmqw6Vs3YqmmEzliwjyQ79caAcIaNlUGs7Wdu2sS2HOXR6dJY/+5FeMoaMRxbJVQz++fQ8j19IkinreBWJkEeiIaDy00c6eHB7nEuLJYbmi3Q2ePGrznxaRAVRFXl2JM0bt8fxyMvjVKak8z+eneD0dJ6KYeJXJA73RGgJezg+lna6TLUifb3XpJkWF+aLfP7FGX7jh3pdRtLKGGhaFv/tyTFOTGURBWd0RRYFQn4fXQ0e7mj14rUrNAkFzp18kb9J+5ipyIiyjCzLtEe8vP9QO73x5ayXV1Nwoz4TupF9zv8XGCW3VPJlWRZDQ0NMTU253iOnTp26oerc1V5L0zTm5uY4duyYW73e1Rbih/e38a9n5jAsZ37FGToFs9YB8yoSummhmTY2NoblDFl6FQlZsGn0yTSFRBL5KpOLOcxKyeHthnwgQLakYZqOJLckQMSrkK3ozOerNUl6h+LY0+h3W/yOWo5BWbcILUm+isUiJ06cwOfzcfTo0Wu2kpfSDpdS6q6nazM5OcnQ0BA7d+6kvX31Fj7AA9vinJjMMpmu0BRUMSyb+XyVrqiPO7ujG3rNa0EURXdB3759O8VikeHhYWZmZhAEgcnJScrlslt5uxHRjpW0l+s1eH4lzZTrWNkBqg+4zs/PY5omzz///LKu2HquiygIvP9QO+/Y08xYqkzYK/OXz4yzWNCI+C7fh40BhalMheOjGVcKdzXJ5ldb6n9ppxCcSu7g4CDpdHoZ176uPLmaMtztztdt3IpoamrinnvuuarYzPV2vupiToqi4PP5rvoa9fi1kl0tLUnElhYDDdOmUCrz3//lOXrb4rzjrj2oV1FkvFbyVdZMnrnkyMB7ZJFOTwU1N02grY9n+sfQTAuPLCKJIjY2Vd1yFQXLmuMHdX6ugEcW6Ij6iAdVchWdilkXhLD52qlZqlWtpnAsYNXer18SKGkWd/Y0sK8zQjyoLnvfAK0RLz+8r4VnLqXIlAxaIx7esrOJN22P45ElzNAC/+mRc2jue3SSO8OCYlXn3Fwevypj21xxbFUWKekmPlkk7JVJFDRARxIdNsK/uad7WeLlfF6OL9hifnlSnq8YjCSKfOKbF5EePcfOsM6/f8s+mpuvlGmv48+eGmU6U6HBr9RUC23SJZ0vDWl84d8cQzIcxsp3zkzQP1XBRnDVBxNFnZBHwrYvK0c6ia3T1Xvk9CI/2S1wfCSNZYO0JHbYEhi6yUtTBU6d7HdshdQIX7qoM5HVSZUMZElwDLZlgbJm8rcvTLOjJUimrFM1LHyKczxHvVcg4JHJV41aofxyIcC2bf7nsxMcH03TFFSJBx2z6yeHkkiigGFaTuexZKCIIqLoGHtrho3fI3EpUWQyXaE75luVhfL8aIb+qRyqKBLyOslS1bDJlHRifpX7d7YjCgLz+SoDl5KMFlM0qgboRWxDYKig8jeVMr/+0HYC3uWz7a9m52ujid7N8M+Mx+NIksT8/Pyy38/Pz9PaujqDrLW1dUOPvxG85slX/eJWq1VOnjyJruscO3bMzXrrHaqbiXw+z8DAgGv+uDRhEQTBcaZvD/Pl/mn+5fQcFd3Eth1RDVVyXMpNS8CwLOprokcRUGWBRo+ELEKDT6HdbxGx8tx3sIM7+tpoDKiMJkv87fOT9IQ8TGXKyJJYM40EBIgHFCq6RcQnE/LKbtDKlQ16m4LL1IjqCpAdHR1s3759XTdqnXZ4I8Iatm0zNDTE7OwsBw8evKaq1a62EP/m7m4eOTXHfK6KJArsbQ/zk4c7lw0332zYts309DTpdJrDNSWouqLOmTNn3MpbfQN+vV5R9UXserpiNzrzdT1YOuAaiUQ4c+YMfX19rsS/YRjXVAvUDIsnhhI8P5rBqg0nP7g9Tq5iXiF163RbHerKaqhfn1cjCb0aFEVBVVX279+/zGttdHTUnSusJ6j1wFAqlW4nX7dxy0EQhGuqfEqSU9nfCBYXFzl9+jTt7e1s3779moqJqixyuKeBR8/OE/XJjuR4TRVVkUQM2+mA2bZTkFvMV8gVi1zwevAlKxxfPM+v/dBWV11utfewVvJVqBh84rELvDSecXw4dUdV7j2HuugwPBR0Zz5VEAUQnMRJkgQquiN5blnOeh3wyFR1k5FEkXzVoC3sJeZ1kr6BqRQvXpwGbCTJSTCkmspfSTOZylS4uFjkh3Zd2R16aTzDP7w0TaroiEEEPBK9jX7u29KIR3bi/Jt3NPOfhHNLnuXIsOuWMxN15twQd21qQBJsilWDoPdyPM1XDEIemWRJ5ycOtzOWKjOWLFPRLd6xp5mfOnJlt1IQBA73RPly/6wzo+6VKWom/3pmnrJu4pEA22axLDHz2AR/8YHIskJbHemSxonJLD5FdJNCQRCI+hTSZZ0XxjI8vKuZQDDEFx9dwGZJMo7TgcuWnXghiY76s4gANoiCxWiiiGerB68sIgiXhaUF949AJBTk3nv3kM1m+V/PjDObKlKqWmAJIIhUTJtC1qBBt/ApEicms+xpD+FTHZpmyCtTP3K2rBP0yFcIXUymK5yeztMUVGuPh4hPwTRtLiXLBFTJZflcEd5s5z2OJEt0RL2rJkRnZvIYlk3YK7vx0asIFDWTsVSJP/j2JXIVE0USmK1pB2xpbSTokahWq/gKRUbmM3zp28+ytyPiUuwNw7jlk68b7XypqsqhQ4d4/PHHefe73w04e7PHH398TRrjsWPHePzxx/mVX/kV93ff/va3OXbs2A2dy2p4zZMvcIY2+/v7icViHDp0aFmF+UYVmVaiTmns6OhgYmJi1U5R/2SWP33iEicns1SMywu7AJiigKGbCILT/jVqX85i1cKryPgUkdFUlYBscazN4p33H11mFDeVqWBYjgpQ3YDWssGnilgW7OuMkCoaGJZNsqjhlUWSFQh74OHdLe5CNjExwYULFzasAFmnHV5v4lVXziqXyxw5cmRVEYfVcKw3xqHuKFOZMook0hn1vqKb7brscS6X4/Dhw+4Xeam86UoTyVAo5CZidRPJ68Faoh31pHdpV+zV9ttYifo9sLIrtlQtcKUZomHB7z56keOj6VpxwObZkTSPnl3EI4tkK45wjHeJ9K4oCK4vyVrn8FonX0uDxFKvNXDmNesmz+Pj45w/f54nn3ySSqVyQwP/ddyqXiS38fqFJEmUy+V1PXap8MXu3btdpsN6umfvPdTO8GKBS4slZ6Ns2wQ8Mu8+0MpLwwvM5Q2USol0sQKWzebmEOGAl7JucmYmx3//7gj/+R07Vl0frtb5evTsPE8PJ9ENC7225hpIPHI6wQ/vr3kNAlXdQsBGkhx1PcOyqegWAVWkUDHRdIc2lqvopIs6xarB32cNXs5Nkkpl0C0JSZGxqpojey8I2LaAZVvopsXFheIV55Yp6fzjyzMUqwZ9TQFEwenAvDyRpSe2yLv2O8IiE4tZytoaAllAa1s725oFtoZynFyokpVFvKpMxRRQZJFNjX66Gnz4VYm97Qp728MkCxpFbbmv11Lc3RtjLlflxESG+ZzGZLpMWTcJKjYeScDr9TmzRYkiXx+Y5ycOX7n/MEwn1knCykIcYOOKa5yZzjGdqSDXDIzB6b5ZSw2XTQMdJ0aIgtNNavKJ3HHHHcx5kxwfy2CYNrLkyMpXdGe26uxsgf/rHwb4hTdsImX7aIvLFBYKGIbuJGGORjWpoo4o6pybzfOOPc3sbgvxwliGJtNCsi2mClDIF2kKefi9x4bZ0x7ih/e1Eg+qpEo6FcMkFly+j/R7HBNr5+1aSELNt6yWKFq2zXiqjCwKfO3UHGdn8mxXDFpq10s3LeZyVcq6iSoJVA0LWXK8ZHXTcguZAzMFVFkkUFNSLGkmZ2fzHOmJ4vN68Xo85OwS23c20+zV3PhVZzvV49yN+P1dC9ezxykUCjeFdvjRj36UD33oQ9x5550cOXKET3/60xSLRVf98IMf/CAdHR188pOfBOCXf/mXecMb3sAf/dEf8fa3v50vfOELvPTSS/yP//E/bvhcVuI1T75mZmY4deoUW7dupaenZ9WBw2q1esOvU+/WTE5Osm/fPqLRKBMTE1dUGyZSJT72tUGmMpWaYMCSY4D7O48s4FVkFEmgLewhXdLpafThNcs0SBUOdwV56z0Hr+Cqx/wKiuQstE1BlbmsTLasY9USsolUmcObG2gKqpyfK5AtG0Q8Aj9xZxv3b23EsizOnz/P7Ozsur1Ull6DevJ15swZVx1wvao3lUqF/v5+VFXl8OHDG1bLUWWR3vgrz+PVdZ2TJ086crErpOTruJaJpCiKbiIWi8WuWxloLdEO27bRdZ1CoUAsFkPTtFfd4Bm4guqwtCvW09OzqhniUDnAM8NVwl4FozaDUNZMnr2Uwu+RqOgWZ+cKNAYUVEl0jCb9iuN9U9JpWNHtfDUpEFfD1YKE1+ulo6ODjo4OLMsiFAoxODjIN77xDT760Y/yhS98gYcffpj3v//97Ny5c0Oveyt7kdzG6xfrpR3WC265XO4K4YurdZ7qaAl7+S/v3MnTw0lGFouEvTJHe2PsaA3xbL/FwGyR+WyZ705DczRMuGY94lMk4gGVgZkc46nyqhL0V0u+vnF2nkLFQMahFpo4/pwLhSpnZ3PIoohpWyDY2DaYNUEEgcsJgG5aVAyAmhiVYLOY15gzTUbTKdqjXkq2gOMC6pACRcC0bRAEJEFAX+X8BmfzJIuaI0JSHy1QJUJemRfGMrxjXyv5XI7/850T7nMEAbc/VBf+6mmOsG1bK3+4uY+/eW6Mbw7OU6joxGWTA80SOauEUVWx5IA7c+dVRLJlg6qxevKlyiLvP9TOsd4GZjIV/vypEWTBxitLeDwqgiAg15KoF8czqyZf8aBKX1OAszN5vMrlwlqhauJVJNdfq6SZjpiZ4Fxhm+UUVb8iunY/hmlSNRwj47duDZHL5XjbnhaeHc3wnXOLaIbjS2bjCHN4JIGzs3l+/ZFzHOwMUdIc5cPFgo4ggCg4vmoizkjJdwen+aGmPA+0x1CFMGfny8zkKiSrEA/LdDd4MSybpy+lWSxo/MobN9MaVvGrEoWKsYzFk6+YtIU9xIMKg7MFbCyqhoWNjSKJaIZFwCOxrzNMS8jDubkCU5bOzs0Cz4+m+frZBRZyVTIVpxCvSM61E8BVwQx5ZCI+Bb8qkq04gh4eSSBXMUiXdOJBlXTJ6dhtao7QGva4c/HPP/88siwzMjKyJqvjZqE+87UR3KyZr/e///0sLi7yO7/zO8zNzXHgwAEee+wxdw62vter4+677+bzn/88H/vYx/jN3/xNtm7dyle/+tVXJK6+5slXNBrl0KFDaw6t3wzaoaZpnD59mlKpxNGjRwkGg+4xV278/unlKWZzVexrBJSAR2Zvu6OS41UkxpIltjTI7JeTBINBjh49suoNt70lyLbmIKens7SGvfQ1BRlaKJAt6zQFPRze1MDDu1roafSTLmkUqyYDLz3L3X1RV1ijWq1y7NixdXed4LLRnSzLHD58eJlMezQaJR6P09TUtKZJbzab5eTJkzQ1NV3hHXYroVwuc+LECQKBAHv37l13xWWliWQmkyGRSHDp0iXOnDnjXqN4PL4uIYa1UE+udF3n7NmziKJIZ2en2wV7NQ2eAbcCthZWmiEWCgW+/uhFR32rYmDZQq2S5zy+opuEPDJVw+ncioKAVxGxbfi7F2d4+lKa33p4C+1LjCBvleRrvUFCFEUOHjzIwYMHeeaZZ/jUpz6FZVk8+uij9Pf3bzj5upW9SG7jBxPrWZ/WwypZKlV/7NixKwpZ603gIj6Fd+y9cm4iLFtsljO0dcZ5Ka3hUy9vSWzbRpEEMmWLXGV1emTdq2s1zKeLGKaJ3ytT0GwMy3CSLBueHk65CVatWYUFCDZ4ZFxvqpXqxpbtrFc+yaZiS/S2xkhPZihUTXfGp/4Ur+KwW1ZLGjXTYUSsYGgjSwJV0+LpgXG+8uIIoyUPNjWPqno3SMD1E6v7VPkUiX/7hj5+7t7NVA0LrwQTcwn+9vkJhsanCUi2W1TLmjLNEd8VsulLIQgCPTE/EVFDruYRRQGvx8MSdiB27XXXev6/u7eH3/zaedeSx6jNsn/gSLurELm7PeSaFK+EIgn81x/ZxR9/5xLz+SqmCQFV5GcOt3JXu8DTJy9wblFjc9jPr9/XzL8OFRmcKxL2SXhlpxPksSySRZ3vDqfQahZB9QTPKUY7tFOfKFBGQvBHKOdSbNYzdDV5eVwXKXrhYFfYjQ1Bj8zwYokzM3kO90Q5trmBb51bdERZPBKFitNVfM8drTywLc53LyY5PpIiVTKwbJuFfBWfIrGrLUhr2IMgCHTHvAyOZfjuaJ6nxx3fs3hQxauIzGUrFKoGjQEV3bQwbWjwK47GgOTsEUIeGd3QEQSBQtVgsaBR0k000+ZN2xppXULbre9BOjs7icVilMtl11dsfHx8mZdoQ0PDDUvSXw/t8GbS+T/ykY+sSTN86qmnrvjde9/7Xt773vfelNe+Gl7z5CsQCFzVIPdGaYf5fJ4TJ04QDAaXzXfVv0imaS5ruZ6czKHppuuQvhaaAiqba10cy7LI5osUrRKxnc6MzFqbOFkS+fl7e/j7709xbjZP1bTY1hzgWG+MN+9oJha4rDLU4Fdp8MNFWaJYLHLy5MlaYnd0Q23ilcIaK2XaFxcX3UTD4/EQj8cpymFmSyKKLNLu0VgcH6Kvr4/u7u7XnB62FuoJYktLy7pn4FaDKIou5Wzbtm2Uy2W3K7b0GsXj8XUZGa9EpVLhxIkT+P3+ZQnia2HwvBGp+bqHluoLUDELCIgoEmjul8VGNwVSJaOmHgZhr8Su1pCjamjZjCZL/OPLM/zqm3rd495KyddGPsu6dH13dzdveMMb+NCHPrTh17zVvUhu4wcXK5VtV+Jahc2FhQVXyXYta44bkaufnJxkZmaGYDDIXXfs4Z8uniZXdir28/kqC3mNUtVAlUUuLRbZ234lFbze+cqUdL43nODifIGQV6ZdLuC1qgiiSNkAoy6KVLscll0zpgXAUVlsCKhUDYdmWKpR11ZCxKGPibKIaTten/s6wlyYzzOTraIbFpIoEPbKhH0Ksihwb9+Vti89MT9+VSJbvtwxqQtStHlNPvu9eWw1gG5fTuZsLs80IUAsoLCnfbn8viKJrhdob2crDx5QePZSChkTXStxYSZJtaLR2eNnYkyjqamJUCi06mc7Pz/P2bNnefOuVoZfTFHWTXy1TlndK+yN2y4LbpyezvG3L0xyejpHxKfw9j0tfOpHd/G103MMzuZpCnl4x94W3rKzyX1OwCPhU6RVky+AzY1+/vYndvCV7/UTbYzz8OEd+FWZT37zIl85aWGaEjYVPFKFZq+FJIjI2LWOpU1RMx06o+kk2Uv3dYIAqiQS9EqukuCmri6i/l5XHfiR0WH8osXs7Cxejwev14vX6/i21Y2bP3hXJx5F5JlhRzQl6JF4255mfuxAK4rkdBHff8ih6RaqBr//rUsokrCsUyZLItmqzWMXslQskV2tQQTBUa28a1OUgZk8DX4Fj+yIwfTG/UxlKmTLhktvVGSR9rCHbMU5h/aolyM9Ue7afCU7amnM9fl8y1gdmUyGVCp11VnnjeC1mvm61fGaJ1/Xwo0s7rOzswwMDLBp0ya2bNmy7Kapb2aXHrukmczmKu6ivNqr1mXmNcNpI2NZDM0kEA2NH713Lz4j70pWr4V40MMvvbGXmWyFYtWkLeJ1hzVXg23bDAwMrOnXcjVca77L6/XS1dXlmvQuLCb4P8cneG58lqppIwgiXtHkxw938qaennW/7quNuojGK5Eg+ny+ZdcolUq54hSaphGLxVwKZ90rai3UK8mNjY1XdBA3YvC8UuTjerEeqXvbdma6vnF2gYW8RqasY1mgyrW5NXeDt3Ro2nZEaiwTwzRQZBlZFIh4ZV6ayC6bN3it597qeC2CxK3uRXIbr1+sFVtt22Z4eJixsTHXgmWjx7gallLnOzs7qVarRPwqb9/bwt9/f4rB2TzZsoFdSzdkUeRzz44jiQLv2te27FiSJDGfq/C/vzfIeLKEABTLZRTBYm93E1OX0uQrNZbLko23iNPpQnBoeD5F4oFtcZ4dTjBZ0hFYY00UcBWJHVohKLUEqzPq5QsvzVDRTRTJOeb9WxrZ3nLl+rCp0cex3hhPXkiQreiokki+ouOxKmRzVfAEMSyYz1cvnyu1zpftdMj+/f2b3ERrLRztbSDokTk9naOoeelua2FXi5+YWFpGsa/Hr7ov5lIp+fvjcYZzQzx+IUFJN8EGSRJ4aJejyghwYiLDrz8ySLFq1t5Lhc8+PcYDWxv5vR/eucyYeSnmc1UquolXEdANZ/5drH0mumnz9Lkpuo1pHjp42Uvs778/xZdOzDgJkwC6CYYFo7qIJEDVMMlrpiPksuRzVGXn/wu1GboGn5Mgm5ZNpqxz9+YoIY/oMoSamproii+QKKZobmqkUqlQLJVIpTPkNIlCWiaTUQmHw/zs0S5+dH8rmbJBY0BZs6voUyTiQZWJVNlNvnJlg5cmMiyUbOYrFeRaTN/WHECRHKXFppCH99zRxtv3NPPpJ0YZWijSFfVSqDijKfV5MlEU+LEDrbzvYBuSuLZt0Fosj6WF53pxPplMLuuK1UU71juOcb0zX693IavXZfK1dL6rLlm/nmOfmc7ikURkSXAW6lVKX4IgEPMrbGkJMpUqks3miHrgjXducQwRExWCgkbuUpKqYdEe8bKlKXCFN5cgCG7r/WrvY3x8HE3T2Lx5M9u2bdvwddiIsIYkSQzlJPqTAs2xKHa1gKbp5AyJz784hU/LsK9mkHgj1LubjcnJSS5evMju3bvX9LS5WZAk6QpxisXFRWZnZzl//jyBQMClcEYikWXXKJPJcPLkSTo7O9f0RKvjWgbPG5GyvxquRTsE+PxLM/zV8Ul000YWHVqDTW2omrUq684xDdMRNsEGRVXQTRFFWb7s/KB2vsBJvpYK6tzGbfygYDVWia7rnD59mmKxyNGjR695b280PtdVjQ3D4NixYySTSbdo8L5DnZg2/Onjl5yqv+JsOlvDHuZzVb7SP8ObdzS7RRvbtjm1aPLV41NM5w3CXpmgoNMWkNClAKdnCqiSo7S6dJUScJIH23T+wzAtdFFgMlUmXXIKS6Jgu75atb9qs2BOsUm3QRVsgrJOpmQT8Sk8c8kxyRVERxHZp4icmclx4esF7uiK8O4DrYRraoRCzaajq8HHC6NpsiWNdrnAjojFd1ON6Jkqk+kypuXMl1v2ZYaBX5XobPByT++1571lUeRAV4Q9HSE0w8ariLVEqGFZp2NxcZGLFy9y5swZVFVF0zT27t3r7p1+5+3beXh3M8+POu/x6OYGjmyKuknV545PUqiaNPovM3fKusnTl1KcmspxR23GayX8quQqGQb8l2OAZdnopklidoqH37B7WQHgiydmHKo7S1kXDkwbMtX657w0rjlCHF4ZFNFRi8xVTXTL+Vw7Il7+3T1dVxQ5D3b4OTWRJl21aQyGUP1BJlMlOkM2m0PO7Lxt225C0tbYiKpeua3OVwwm02UkUeDIpgiT6TKT6TIRr8z3x7MkixoxL8iqQqpsspCv4pFFtjT5MSxnJjHqUxAFgbftbmahMEWy4BiAz+WcN9wbD/DD+5p5YFv8iv3mSqw35q6cda4rAI+NjTE4OLiurtj1znw1Nl7ZMX494TVPvtaTEGxk5kvTNE6dOkWlUnHnu6527KVftkLVJOJzzCDHkqXVzxfY1R7it97UwXdeOI2vK8y0FeGJi2l0M0kyVyJb1uloHKExoCJLAgc6I3zgzk63Zb8eWJbF4OAgi4uL+Hy+DQtr1GlrG1WSe240jWlZWNUytm3T1BSnRRQZXiwyawbpyWYZGRlxqXdNTU00NDS8JpvneoV2enqagwcPEo1GX9XXXypOsXnzZnRdJ5lMkkgkOHnyJIArZQ9w7tw5tm7dSldX14Zf65UweIZr0w4TBY3PvziNADSHHHqwRxaoZKoIgjOovBrqGxZRlok1hDAMg4qmkc5V2REpc/bUCXfRvp7F+ZXARit0mqah6/oNVehudS+S2/jBxXpoh0vXjnw+T39/P4FA4AoLlrUgiuK643M2m6W/vx/LE0Jp6mVgoUoDl33+JFFgZ2uIeFCtzbtI7uY+4ldIFXWmM2W2Njvft28MzPPPQ2Vmik7VP1/SKIoC/qAPURCYy1dpj3ixbEgVdTcBE0Vn5qc+b2VajlDDWLKIKkvEgxKporaE/WIjCkJtVsh2C13NQYmLsznSZYvjIwKmXZ/zklnIVZnPVzm8KYooCnzr3AJnZ3O8cVuc1rCX3e0hFEkkHlDxyzajyUWUkELf9t188+kJRpMldNOhPlqmc208EngVmbaoh+bQxtSCZVFEXmW6w7AhGI66nY6TJ0+Sz+cJhUKcPn0av9/vdsXu2hTlWO+Vs/lVw1HY88nL9xleWXQUK6fXTr4a/Cp398b43sUksmi7fmAlzcQv2XzgDftobW1a9pyFfBVRcHy6robld77z+ZWX3KohBe7rDbK7M8Y79rUT9kpXKBNviwrc0y4yqtuMJovIoqMg+YE7O9jWHFimmjw1NeWqJtfjfjAY5PmxDN86lyBV0hGA1rCHuzZFOT9X4NxckXRJZ3Ojj4BZQPB6yFcrGJbFfL5KS0hlIa/REfWyv9OhmO5oDfIL9/fwwliGqXSFxqDC3raQe08thWnZXEqUyFcMmkOqqzJ9PQVPURRpaGigoaFhWVesrqC4VlfstZ75ulXxmidf18JGZr7q812hUIhjx45dcy5q5bBuR9SLp2bm51dECpbzf2aNhtgUVNnRGqRaqfLk8/3ct28r5wpeTrw0TVvE63gtpApopjMgvK8jgm3bfH8sTVfMx5t3rN6BWwlN0+jv78c0TY4dO8aJEyfW7Qe1NOmqv8e1FulcRed7F1P0T2aQRIFD3VEWsiWqpSJiSCEaaXCfK4oinkCIAwe6l1HvBgcH0XXdXWyampquOsN3s2BZFmfPniWbzS6Tkn8toSgKra2ttLa2Yts22WyWRCLB8PAwlUoFv9+PYRjk8/kbUhRajZ5Y/8w32hW7Vufr1FSOQtUkvkRK1++R8aoGJc1cRolZCQHwySITaUdKWDcFNrdE+aU39RCmRCqV4tSpU24CODc3RywWe1Xun9Ww0SBRLDoS0jcSJG51L5LbeP1iafJVt2BZjaJ/NciyvC414pmZGc4MnGXUbuKlSZvcmVEEQSCi2hxr1Lir9riAKqFKIiAso6rphuVQsGpdhULV4NGz804HxLTQLBtVFkEUmc1Wcay7BOJBD1uagpyYSJMq6TXBDKezpUrOHGrQ49DPWsMeLBuaQx5OTGQc/y3LwrId1cKmkEpbxMv+jhBdDT5A4JvnFshaZTA0grKNZhokCiaKCKYlsJivElRlRpNlzs7keXkiS0vIw662EHd2R/niS5MsZHKEfR4KRS9/+tQ4c7mKmxwKCG5yqMoCHkWgVDXp7vbRFrk6xf1qWMhX+eqpWV4cz2BZsLc9yBYpQUtA4u6770ZVVXRdd30x6+t0fdZ5qUqyJAqokkBpRReqTpG8VtH5/3nLFsaTJcZTZUf4xLJQRPjPb99K55LEy7JtxpNl2iNehhaKa3Iu6hAAudblWu3/KiYErCKthSRDA/NuklmPzbOzs4yPjfGeI9uR/E63SpFEeho8jKU1jo+k6Ir56IwuV02u0/ROnjzJZAEenZGpmBJhv4egV+bcbJ5nL6VQZZGybqGbds0fE7qCChYiI8kSparJYkFja3OAnzzcQXjJaEpXg692D66NhXyVz784w6VEkaphEVAl9nWEed/BNscG4Aap/uvpisViMSqVyjU9B1eibrL8esYtn3ytl9ZQn+/avHnzNSldS4+9VKZ2W3OQTY1+/vnUrHNzig6nWEZAEqGom8ynclR1g7Yj2+jp6eZz/3IenyIR9MjM5SpoFkQ9AhXdYjFfoSnkQUDg+6NpHtzedM3zqieQkUjEFWO4mpzuUiyt2sDV54EKVYNPPz7C2dk8quyo0Z0YT6GXy5iCTCgcdc9VMyxEwRl+rV+3pdS7QqHA4uKi65cVDofdROxmy5YCruqjaZprSsm/1hAEgUgkQiaTwTAM9u7di2EYJBIJRkdHkWXZDWJ1nv31YDV64ka6YtfqfNV95ew676b2V9grUdadgGHalz1a3PcPbG0O8H+/eTPPXEqTKRlsbwnw5h3xmtJhhLY2JwhcunSJxcVFJicnr6AyrDUM/krANM0N3UuFQgHghhP/W9mL5DZev6jH1vPnzzM1NXVViv5auJraIDjry4ULF5iamsKK9/H0yRQ+RWRzkx/LshlbzPPoqM7D2QptES/bmoNsaQ5wZiZHR9SHKolUdZNkUePeLY2019T9ZjIVZjMVFosmumVjIVA1bATTwjAdFUFVFmnwO/M3h3saODWdZS5XdaiBgF6bk2kMevj5e3t4cSzDqakM+aqBR9Bp8dn4/X7SZYsHd8R5/8E2NscdafiFgsZjgwvkKyYBj0yuYuL1yKi2TblQdZQTTZPhuTxVy5lJsoHFgoZmWGQrBi9cSiBbFba3RggGg9i2zelpZ96tI+phKlNx1Q2FWtJY1i1640F+5EAbYs3XKVHQCHokYgGVmWyFsWQJryyyqy2EdxU1wlxF51PfHubiQpGIT8aybL5xcpK2sMIn37PPXQMVRaGlpYWWlhZs2yaXy7G4uOiqJEciETfOv3lHE1/un0U3HU80u2Yg7Pc4c29XQ1vEy+f/zSEeHZjjhXMT+AWdn33zfrqbLnfLiprBV/pnGZwtuP6o60HYqzhU0iW/EwQIeWQUUeDFlMovve0guUxqWWz2+Xzkcjl273Yoj5Zl0RzxM5oo8KknxhlLldEMm6BH4tjmKD95uAOvIqGqKm1tbbS1tWFZFr/5yFnGM1lEDOazFaqW0yE1bPDIIkGPo1iYKuoUsGmNQ1NIpWJYxPwK//7+HvqaAsgrZTGvAcu2+YeXZhiYzdPd4MWriOQrBs+Npgl5JGLc+Lz4UqzWFasrKCYSCQRBQNO0dc+K3RbceBVwo7RDy7K4ePHiNee7lsK2babSZU4nbZKjGe4PRGjwqxwfTTGyWMSwnHa/aTpSpJLoLHyaZTGRg6BXweN3svJybbjWOZe6k7mzGR1aKHB+vkBZN5lIlzgxkeFQz9r0wYWFBU6dOnVFArme5Guj813PXEpxdjZPV4MPVRYplUoslkpospcGv4exZImIT8GybApVgz0d4VVVc+oKeKFQiN7eXqrVqqsMODY2hqIoy/yybrTaUi6X6e/vx+/3c8cdd9wSQg2roT53ODc3x6FDh1xvnLrPRjqdJpFIMDQ0RLVapaGhwb1OG7EQWImNGDzXN05Xu1cOdkdo8DsBrLGmxGm5JqQSTUGFsFdhPlclWdTRLWfEeV9HiD973x6ifoVjm1e3kaifh8fjIRgMsnfvXqrVqrtoT05OOjOWNSpDY2PjDcveXg3X0/kKBAI3HMRuZS+S2/jBxXqEdMARK7oWRX8tXM3na+kIwLFjx/jMszOYlk1TyJG9FiWBzqiHwakSL41neOe+VkRR4Bff2Mfvf3PIpf4blk1b2MOh7gjfObeAIouEFZjLFCib4FcEymatAGTbmIaNT5GI+VVX+MDvkdnfGSGwWGRrU5B0ScPQq7R5dD744G76mgJ8/cw8U5kKgm0hAKoiY+uOOMZdm6J84+wCFxaKFCoGggDZss5iXsOnSu766uwXRIeiKDjnbtbWRAEbwYZcxUDTDQzT4q5NEfe6ZysG+apOrqLT4JfpiHgdnyfT6Y4IwP1bGvnFN26mI+rjW4MLPH4hQbaso9SUwPIVk7JuUjEsKpqJKAo0hzw8tKuJH7ujDY8s8eylNJcWS/TEfNiWQSadpSfmJVGVeHokzfsPXRl/6sXESCTibq7rcX5kZIQ9ksKJiMRoRkcQBbfj9X8/2EfLEpnz1TCaKPHZ743y9MVFAO7bGscSl6/zj59f5LmRND0NXro2N5CrGAytYl69FDZQNS28qkRJc7qRiizhU0RCXtnpOJUNypZEZ2cnnZ2dbjFidnYWVVUZGBhgenoa0xthtqLylYEkmbLO5pjX8bCs6HznQpIGn8y79jYvY5ssFDQGFyqoikQ86Cdb1igXtFoibqNgYRq1TqwokNXgxckcNiCLAod7InTHfG7ipZsW05kKkii49MG1MJYsM7xYpKvB63Yewz6FqmHx4niGNwRvbvK1El6v17XuOX36NB6PB0mSGB8fZ3Bw0KVmrlVgLRQKr/tZ6tc8+boWZFl2aVUrb5aV813TRfjK90aZzVbobvDx4M5muht8nJzK0j+ZQTNstrcEGU+VeGoowXxKR52Y5xsXC7xzXxuPDsxj2TaNARUbKFYdLyOx1j+XAI+qIEsSg7M57u5rZFdbiCcuJGgKqQS9MrIkUKxalCzH0yFSG7C1bPjr5ycJeGR2tC6/qWzbZnR0lEuXLq2qLnWt5Gvppnq9811npnPIooAqi+RyOUqlEm1NMcycycGuCH5Von8qhyzCW3Y18c69rWt6eiyFx+NZ1opOp9MsLi5y/vx5t/JRTzKupQy4Erlcjv7+/huWkn+lsZISuTKZEkXRXXi2b99OsVgkkUiwuLjI0NAQfr/fvUbRaPS6F8mrGTzX/63runv/rDYrFvbKfPiebv7w8RGms1Uk0aHgtIY9bG8J8vxoGp9i0R710hTyMJer0hn18j9/ch8eeX3nvXTmy+PxLKsc5nI5kskkExMTy/j0r0RXbKMzX8VicU1fvI3iVvUiuY3XJ3K5HCdOOAa+Bw8evO4q81rF0fr8WN3iRZZlkkXtijWh/r3PVwwuLhR4fiRFqqjxxu1xsAW+fX6B6XSF0USR//dfzuNVJJoCCpJeRDOdLoIzx+MkJ6ZdVx+MMZ+vkihUifoVKrrFbLbCnd0NfOxt25AlkZmZGSYmJtjbEebrZ+aYy5YJSxZlS0CUJAzLJlWosq3Zz6efuESqaKCbFoblJHcdUS+i6LBcLBtKulkTtLAxzMvzYq4WbG1uzLJsypaNKAqUKlU0TSVdtRmczVOqmtg2zOaqBFSZngYfoiiwkK9yb18jv/nwViRR4MkLCf7xxAweWaQxoDKWLDG0UKQxoNAT89E/laOiO1TNim7xP58ZZ2i+yO+8fRujiaJzrXSNbDZLKBTC7/eTS5e5MF9Y1+fu9XqXJSzpdJqOlkW+e2GB0YxBY8TPD+1sZl/v6rNedczlKnzkH08zlymjSAKyLPPkxRTn5ov8z588QHNI5SsnZ/n0EyOUNJOTkyJhr8xCvuoKZ6yEgMPYkEXY1RrEI0ucnMrWTLNtcqZBsWoiSwLxoErY52yD6yyMRCLBXXfdRSgUolgs8jfPjPDI4DTpsknFFPAr4BEtWiN+VEnCp9o8N5bjHXtbkMDtBA9MZ7Gps0dsSpqFJIqO7YEt4FFlVNFGr5hItqP0WNYM2iJe2qNeRpMlvj6wwHvuaOPF8Qz/8NIMM9kKoiDQG/fzobs62dq8+ve2UDXQDBufsvz75lMlMkWNqvnKJl9LYVkWwWCQjo4OwBHdqVMz64XFekesXmAtlUo3vfM1NjbGxz/+cZ544gnm5uZob2/np37qp/it3/qtqzJeHnjgAb773e8u+92//bf/9oY9NW+J5Otqg8H1zdDKofz6Rrw+33V8LMufPzlCruIY+r0wluaJCwl2tgU5VVuIBAG+3D9DSTPY2hKkPSihemQSBY1PfWuIqm7RFFJRJKdFq8qi47xu2diiIxPaFfUSD3oYnC2gGRZv2t7E4GyeiwsFIl6nlZ3QQBBt/IpExTAJexV2tQWZz2k8M5xclnyZpsnZs2dJpVIcOXKESOTKxWqt5GupsEadPrbejaAiOapN6VQKXdeJx+NOokuReFDlZ451OxU7gTVlYq+F1ZKMpcqAwWDQpS9eayOdSCQ4ffo0vb299PT03LKJl2EYnD59Gk3TOHz4MB7P1at+4NDWAoEAPT09GIbhturPnDmDZVnEYjE3GVvP8dbCyq7YwsICU1NTbN++fdU5wULV5C++N8E/n5lzbBVwhr7v2NTAb791K7Io8HuPmQzOFUiXnA1YR9TL//NDfetOvOrnspbsbd2Trq+v74pF+3pkb6+GjQp//H+BGnEbrz/MzMxw9uxZent7uXjx4g0da7XO1/z8PKdPn75ifqyvKcDFhcIyewvDdJTcxlMlvj4wR0UzUGQJ3bQpaYZjXKtKaKYzBlDWDDJWlVjIi4mBaTvS53YtHMiCI8N+oCuCV5F4aijBZKqMKjkFI92y+PUvD9Ad83Nnq4RUO/fvnptBK5foa/KR0iSnS6FZlC2Lp4aSrgS6bTuCHRXDYjFfJeqVSZUNVEnAApJF3Z3Xsix7uV9ojW5mA5YgEJJFMmUDcSHBxSxULWfOLeKTsW0oaibjqTLtUQ972sN86GgXkiigmxZPDiVQRME1q89WHL+nqmExtFBEN20CqoRmWvhUEUkQeHYkxZnpHCGvTEXTyGSqRBsieD3OMQzLJurb+BoqSZIbn7Zv38aJkUWS6TRaNsEzz4wQDAZdemI4vNyr7Z9enGAuUyboEfF6VGwbBB3GU2V+9UsD7O8M87VTc7XOlYBmWkxmrm7lUxdGEUWJs7MFRAEquoVuOXN+Uq0jqZkWfXE/PsW5h8+dO0cqlVpWMH12vMhf9aepmja2LWLZNkUNzs+XGU2UUCQnpiZ9ChcWyuxsD+OR6hZGAiGvhFCxyZQNdNPZr9WppH6PjCgIqJaBiI3X1NkfF4lIRWSjiiV4eWlkkaaAzP8+Pu3OXlu2zcBMnj9+YoSPv2M78eCViUNzyEPQK5EpGzQs8RPLlHSiPpmguv694o1iJaPE4/G4XbH6rFgqlWJiYoI/+IM/4LnnnkNVVYeqfBOVkM+fP49lWfzlX/4lW7ZsYWBggA9/+MMUi0X+8A//8KrP/fCHP8zv/u7vuj/fCDupjlsi+boaliZf9c3V0uDR29tLRbf46+PjlDSDnpjPTeYuLhS5uFhge3OAjmgA07J5eSJNtqwzlSoTV23Sms503ulwARQ0E4/kJF2WYYFtI0si7REvO9tCNAZUFvJVdx6sp9HPL76xlycvJBiczXOgI0hYrLKgOw7kDX6F9qiXoEemWDWZTJfd91atVt3q49GjR9fsBK2WfG1EWGM17G318/iZSWSvSEtjIyUDSqUKqiyyr8OhyEkb5BlfDSuVATVNc2kLa3mN1DE1NcWFCxdc/vWtirpQiizL3HnnnRsywq5DluVlPPu6klJ9ni4UCrmBbmUg2wjm5uY4f/68Kye8Usr+uUsp/vNjl1gs6IAjOCMINrolMDCT58Rkjod3NfFf372D/skc46kyDX6Fo5uja3qcrIX1LrCrLdoblb29GjZKOywUCreU5cJt3MbVYFkWFy5cYGZmhgMHDtDU1MTY2Nh1+2jC8pnsa/mDPbijiZfGM1xaLNEYVDEtm4lkiaJh88jJGSzLYZ0EBYFixWAqUyHik13BcI9oYxkmZVumKx5hJJVwNus4NC1sG4v6xtrm5+7p4i27mpnJVHjk5CzfGpwnXzVr4wE2fysJ3N8hEG8ZJZFIIqtexnM2hWrZ3awvrQlb9cTJckybk6aFIotEvLIzV2TbTlHTcuaKAh6JsmZSMZyD2DjraF2IoinkZVtbiOHFAiWzjCjYeASLZo8BokJGE6iYNvf0NvLeQ+1uolWsmmRKuusNats2VcNElQV0wzGIliUBURTAdIrHIZ9Mvmo4Zsd2FsnUML1BVNWDbdskizqKJHJ0ldGC9eL4SIpPPzHiSp/HAgo/d3QXu5sFEokEJ06cQBRFN37Jsswz56YRRcFNvNIlnZJmYuOwc05P55AEAb9HwrRsLHP1Iv1KmLbj2+qRBWTREVYRBWcWyrKdJDegipQ1i6puMDhwhhPTRaaJ88V/vURvPMBbdsb5zNNjlA2LoCpi2QJFzXANur2iiCSKZCom2YrBx75yki1Nft61v50H93SyqyNKU3CRkFd26I2aiWY6UveyJDrdN1HAMB0j7Yhqs3tzG7IkUimXKZVKXFzM8vffTbFQkulu8OCRQJJkvLLE8GKRP3p8hE2NPjbF/BzsCruU3tawh8M9UZ64kKBqWDVDbx3Tgns3h/GkFq/7c94orsYoWTor1tfXR1tbG5s3b+bP/uzP+LVf+zV++7d/m4ceeojf+I3fYO/evTd0Hg8//DAPP/yw+3Nvby8XLlzgM5/5zDWTL7/ff9P3nrd88iUIgkttsCyLoaGhK4aDhxYKzOc1mkOeyyIRpk2hapIrG1xcLNW+1FbNkM4Z2F2UQMDAoq4s5HR5DMtCwiaggKWIxAIe7umLIYoimu4kUK1hD594bIi+eIB7tzTyoWOOAWAmk+Fvv5PmRNFPbzywLIEpaSY725wvR112NxaLsXv37qtu+urSoHVsRFhjNeTzeYSFIQ62eXlh3ubCcBrDtpEEgd1tQbpiG1OmuR6oqrpsI133GqnPQNW7PcVikdnZWQ4ePLghuf1XG+Vy2VXa3LNnz02p1giCQDi8XElpZcK6dJ5uvZ2fuoHm/v37XS+NpV2xR07O8PvfuuQWJMBRNJRrXeCSbvIvZ+Z5eFcTiiRyZFOUI5ui1/0+b6bs7VIzyHoiFovF1pUIX8/M1+tdkek2fnCxtCiw0l+rXrm9Hh/Npag/v97xz+fza/qDbY4H+OU39fG1U7MMLxap6KaT0NhOkqNKIlO1roanpkSYLjlzpLZpYlg2iqpQ1iwuzhcwaj4Xl0OsgISzMf7SiWmOj6Sc7o9h8cJYGtO2sa3L6qy6ZfPYmE26fIm37N/Mnz8zjVYTjNBN8wo1vZU/W7ajKGc7pABiAYXuBh9jqTKe/z977x0fSVrf+b+fqurq3Gq1cpYm59nJO8sSlsyySzAGDNjYhwNnHw6Yw+Z8nI199zuDz2ebw8Y5ADbGnMlhSZtYNk/OM4qjLLVarc7VFX9/VHeNpJE00oRl4Obzeu2+ZjTdperqqud5Ps/38/18ZIlc2ayoRpwFx6hmgElC8Iv3dvL1U1Oki5PUhVXa4kEkbDStjL9QYq5k0maOU5i2mHPc7MiQXyZaIXw1QbcPNxbwMZnRkCX3+C5BcCuMqix5hC81NU5HXOc9L9nAV87MMJRyN4Mjfpk339XMga74dd0HQ6kif/DNS+TKJjUBH0LATN7g448N8Udv3sbenTu9DbNqr7OmaURVd84yLRvNtCnqlke2fbJbyTMdV1LqOFzTXn4+hADddHDmDektMT/RgM+rps6VDH7w3DEeH9Y5OquAyBJUZPqTRX7Ql3KzuURlHSoq17ZCAHXTJb0CN2JA8ilM5gz+6Nt9fOoHffTUBWkKBrmcdQj7FTprgwynS25sS0wlVTAo6BbxoEI8qBAwdGRJIAmJUCiM8AVokcLM5jWCpoau6xQKRWRZIm8pZEoWvdN5Aj6J/mSRc5M5fmpfq+eC+ebdzUT9Ms8OzVHQLZpjAV66IcH2epkzcy9ctMtaFCUdHR28733v4yMf+QjHjx8nnU7z0EMP3bINzkwmQyKxfE96Ff/yL//CP//zP9Pc3MyDDz7If/tv/+2Gq1+3BflaTR6JpmmcP3+ecrnM4cOHF8h9BFdyhcDV9fZO5SmU3V1707IZTmvopu29xgbKlTlHBoQk3HBl28G0HWwBRVtmc1OYcEChL1kABLNFnZJuURvykcrrDM0UOTma4Rfu7WZzUwRZlukM20worma3LR5AkQTTOR2fInF4XcKz9V2/fj09PT3XvLEkSfKuz/Xmd1WRTCY5ffo0PT09FOuCPDc9RCzoI6RKqIpEqmjwiUcH+b3Xb15z5Wu2oNOXLJApmcgCogGFbS1RwteohMxPVd+0aRPFYpHp6WkGBgbQdZ1QKEQqlUKSpBuq9twqVPsbGhsbb0kvmuO4WR2903kifj8Htm5HlQVzc3PMzMzQ39/P6dOnicfjnrxjqV6kam/h5cuX2bdv35IS16xm8HdPjlRkhgthVQIpLcuhdzrPX35/kFjAx4vXJ+isu/6ByLbtG5YMLra9nZubI5VKMTg46DlzVcnYctWq6yFfN0N+cAd3cCsxNzfH8ePHqa2tZd++fQs2Im4G+TJNk6effppAIMDhw4dX7J/Y2hJlS3OETMnkn58d5nsXkvhMmNbdzVLLdioVIlfybjmQLZkowt0ILRZNHAcGU8Urkr5KRaM6uduVCkq6YgBk2TbLrdkdHJ6ZEpjnZwEH3bTJl1d/PbzjOq7kUOCuIWSfIKTK5DUTWTg4jru7G1Jl4kEfAZ+Ebtn82cMDTOXKlAyb4dkSYdUNlg6GZJIabO8McnhHHenZlJcdWV9fz84GlW/1lkjmy9QGfdSHVUbTJRRZoj6sMJYpY9kQ8SsEfRIzuTI+DDbXKJ5D8OENjZwez2I7Dtuao7Rfw7p8JXz73DRZzaQhonpja13YRzKv87XTU+ztjHsbZsViEV3X2bJlC3dZaZ6fSjGZLVe69ioQEPBJGJaNVSFdYb9CUV/5u5m/DpQAW7jrQVeKCJNZHd2iokTSwdD4/AWJkymBZevEAgrxgEJjNMjAjCvflCrvFYJKZIrjffdVMq1bDjNFy62CmjLoMoUZC8dK0xWyiIf9EAnyio3NmMKNHtihCLY0hnnx+lp+cO4y3ziTZ7agUxv0oZkOYxmNrc1RGsIqk3mTeDzqqmGKZeZSRWzbIWAWUDSHpmCQ0dkiTw2mectdLfQlCzw1kGYyW6Y7EeSu9hp2trk5YOl0+gXN1VzrvFrNz4zH42zfvp177733lpxXX18fn/jEJ65Z9XrnO99JV1eXZx7y27/921y8eJEvfvGLN/T7bwvydS0IITh16hS1tbXs2bPnql3sTU0RmmJ+JjIa7fEAM/ky+bJZcR1yUGWJom5ctXNVhQVIjoNlOV5J2XZAshyaawK840A7Z8ZzPD+UZmDGIBJQiAXcXJCWmJ/eZIHvnJtiU6PrfBaUbd5zTxefOzJWSam3SYRVXrOtkYiW5PSFIXbv3k1ZifD5o2NMZcs0xfzcsy5BR+LqxVxVdrhWR8P5cByH4eFh+vv72b59O/UNjfzZF84S8Su0xa/IHUu6xbnJHGfGs+xuX7lZdv6xv3Vumq+cnGRgpshcyUASgvqwyrqGEO8+1MH+Ve6oCSFQVZVUKoXf72ffvn2e9G6xbKGuru66pH03E+l0mhMnTtDV1bUqIr1WlE2L//29fh7vTaEZruV/S02AD71mI7varhDWUqnkmXb09/d7Idj19fVeCHZvby8TExPs379/WSehk6NZMiUDVRHoFp6sx+HKpKZb7o70F064Qb//fnyCX763g5dvrl9TwHMVN1PXDQvJPLhVyWoY5ODgID6fzyNitbW13j10PYYbdypfd3A7oxr8umHDBrq7u68an67lJnwtZLNZDMOgra2NTZs2reo5FkIQD/kYm9Molk1mNUHeWFhp0ueRJQe3V8rQr1S6ZEng2O58bdquyQbC8QwYShXpmtvfs+LZAHBkJIt8g0O37cBMQa/0ets4tgmO6wpr2K55UVs8iCLD5VQJy3F7m5pjAXyyRO90gdPjWWIBmaJuIwlBT12QWSfMzh0tXuUomUzSaidZr2j0pVVm5nxEQn5evrke24GprEZetygb7jEms2V8jsHbd0R4+T17vTGuKeanKdZwjU+1OoxVKpbz7y8hXMnf8KxbXRuZLfLlZ3sZT87ykp3rIVzH90cmUSu9alUy7QB+AZJjoyqCkuG4sQCSS4CoECF7iQXdVT9yrv7ZbFGnUDaQsQkogosZCc0wCaoSmmkxMqfhkyUao35m8jqm7aCZFookeTJUgdv7B27/vG7aFCpmKVG/TNDvY3tbjOlcmaJt83N7axGlDKnUCLIs8+JN9TQ0uIqVsbExEvo0r9nZwYWUzkCqhKpIbGkMcf/WBONZnecvzzE+p7k29LaEZkskIgo7emqQrTL5fI5ytsyTpzNIhVm+NaRTNCCgypwetzk2kuVn727nQFf8ps+318L1yPlh9fmZH/rQh/jYxz624mvOnz/Pli1bvL+PjY3x2te+lre+9a384i/+4orv/aVf+iXvzzt37qSlpYVXvOIV9Pf3s379+lWd41K47cnX+Pg45XKZ1tZWdu7cueTiNuCTec89XXz8kX6GZkvM5nWMiiNRrV92d9TmPYHVgs78h1fGtYK1Kp27bo8LPNWfoj9ZoK02wGS2jGU7lA2LU2NZCuUQGxojNERUBmaKZDUTtUKU1jeE+dBrNnpJ9a0xP0O95xnPZLj77rsZyNj8zcO9pAq6K3MwbZ7oTfFLL+lmV9tC0lO1BL9e4mXbNhcuXCCZTHoVj0zJYLaSDzIfQVXGyDlM5/RVH//4SIbPHRknX3aDdwOKhOU45Mom4xmNv3tqmPbaAM2xa7sbaprGsWPHCAaD3HXXXSiKQiQS8dzvqpNPtdpTlSc2NDSsOcjvRjE9Pc2ZM2fYtGkT7e3tt+R3/NuRcb5zPknErxAP+jBth7E5jf/x0CX+4Wfu8vqrgsEgHR0ddHR0LAjBPn/+PLquo6oqpmly1113rWjhKovKDq1PoVi2sFk4eVX/XBP00RYP4DgOUzmdv3lqlLvaY8QrzlGrCXiu4lZPBsFgcIEzV7VXrL+/n1KpRDwep66uDtM01/Rc3SFfd3A7Y3x8nIsXL7J3715PXrwY11v5qlbR+/r6AK6r4l8oW0zldYS9sGIx77fghi2zYNHrl92qUlG3KVWYVbWnpwqrsmlkrK5FyHvPjcKuGGVohntNa4IKNUEf03kdx4FUQUe3bHTLRtMrWYy2u8m7pyPGsZEsM3l381KSBN+7kOLUaI6PPLCJu9fVeVLrTZs2sX9vkd6RSfrGZtCLKTprg9Q3NKBGOojXxDgzkefk5Rlmp8Z5+dYmXnTX1lumGumoDVakgVfMVBzHtdnvrgvx0Jkp/vg7FymULXyqj6cfGyMenCZddEOEy6bNRKbsSd0VRXIt6w13BjItmM7p2JXvNRHyoSoyU7nyVRmT87+LK06T7ppOlly5aV5375eM7gAVhZTmxgb5FYfZokFNQKEp5qdo2OQ0E9N2DTNcki4I+FzSaFcyYU3boVRh/3UVE4yGiEr/TJGcFOXFu7sXtFj09vZSLBYp24IRJ8HAXImi6ZLil25IcHd3DQJoiPp598FWvnBiislMGa3Sw3Wou5b6WAAIuRus4RKWXuZ7/TmSWZ2GAAR9fhIhP9Mlky+fnGR3W+wFJ19r3dRca37mBz7wAX7u535uxdesW7fO+/P4+Dj33Xcf99xzz3VlYx465EbC9/X1/eiTr6UGhGpz8NjYGKFQiIaGlQOKD69L0Bj188Xj43zh2Li7K2a7MoL6sEpBMz2td7WEvOD3ObjSgOprvJ87DMwUmC3o7OuMkykZRAM+NMNiOF2iNR7ErDgxKZJAFldsvRVZZmNjpEIojiLLMocPH0bICp9/5AJzJYONDWFPdjmQKvJ/j46xtTnqZYdVB7N0Ok06nSYej69pADUMw3PfO3jwoEdQQqpMLOg6PdbMczjSDLcJtC68ehnYkwNpdMvGqDSOVnMlcpqJKkuk8jpHLmd4YOfK5Ksq36uvr2fLli1XDRDz+3yq8sRkMrnAor3qnlhTU3NL5Ymjo6NcunSJHTt2rDmYdLWwbIevn5nCJwuPZPlkQUPUz3SuzFMDs7x669W/e34ItmVZnDhxglwuRygU4ujRo4TDYY+wLr5OuztiJEIqswWXmOcqu3nzIaDiouROAg0RP1O5MsfHC7xqc90CK/sqlgp4ruKFnAyqDomJRIKNGzdSLBY9ouo4DidOnKChocGriq00adwKO9w7uIObhZaWFmKx2IqRHoqirJl8WZbFmTNnSKfT7N27lyNHjqx5gWXZDtmygSwEFlcqGvMhcK3ZFVkQUORKNctBSBIZzVxQ0XK4Qp7mH+rqwzowX9521d9vHPPPJVe2iAUU3rCziYBPZjpXZiJbpj9ZcMOThSBVNMiVTerDKqWKrE7gYJiuXG54TuM/f/Ecn/+F/bTGr2wwhkIhdm9ex+7N6zAMw3PJnbh0lsu4lYOtZFh/z3q6u7tv6mdcjNdtb+TLJyeZybvSPSEEWc0g6JM53FPDH37zAiXDprU25LaRGK6To09yzS+CPpmORJC+6QKaaVMybAxLYNquy7SEg2Y6CPcOYLZoEFAswqqEZtiehf98Hjb/Hgj6ZLoSAYqaycicawiyeF5zHDdLCwQlw8SybQ521/Km3c186cQkl6bzNERUcmWTo5fn0CtOnZbjIIkrfXYlw2IqV6Yh6ice9LnW9/MyWxOJhKdGGR4Z5Wg2yqnJPD7HddhOpn0k5wq0xQNsaIxi2zav3dHMPetq6U0W0HSLx3pn0Sob8pKQKFs2ubLNrrYEYwXY1F6DjEVZK1MoFqBk0FdQePqMRFdcfcHm2+paYC1jQ3VeXe05Vtc6q8HY2Bj33Xcf+/bt4x//8R+v6zpU5b8tLS1rfu983BbkazF0XefEiRPous7hw4c5d+7cqiYIWcAP+lKUTVdyYNk2ZdMhVXAIqhKFimyhqv+twi9BNOgGyVafWAcoGzZa5c+posGlSgZGXnOlh5mSSSqvU9BNXrm1kbBfwTRNDBueGZglWTTx2WXEzACdLY1s27YNSZLoTxYYn9NoiV0JyhNC0BILMJrWGJ4tsb4h7MkMm5qaKJfLnDp1CmCBK+BKsrtisciJEycIBoMcOHBgwWt9ssRrtjXyj08NVwiYQtm0mcqV2dYcZWfF8XA1SBXK+BWJ2YK9YPdR4O4GCeESsZVQtZLv6elZUh6zFEKhEF1dXXR1dWEYBrOzsySTyQXa+Op1ulnhvPP7pvbs2XPLTEAmMhqfOzpGbyVI0rLd3T5FllAkgQBmC8aKx7Asi1OnTmEYBvfccw8lS/BEb5KhVIbEeJ746CiSEAuy18Kqj199WQ8f+04vRQMUyUa33F3CiFohY0DZtOlL5mmOBTyiblh413lxwPNSzpzVqtgLvRM3H6FQyHMy+v73v8/GjRvJZDL09vaiaZpXFaurq7uqjy6fz9+pfN3BbQtJkq6ZpbjWylfVWEhRFA4fPrzAjXgtC6yS7roOttcGGE0VKK8gIfPLEiFVJqeZ7iJbt1hJSTj/UEIsXmQvnleqf782CVOka0kYrz4H3XIYmtUYy0zwqi31/NT+dv744X6aY35G5zR8ksAnS2Q1g75kwXufOY9IAswWTd7/72f4zH/YhypfPVb6fD6am5tpbm5esHGtqip9fX2kUilvkXorFCLttUH+4MHN/OnDA4zNlXCA5liAX7ynnePn+ykaNi21IWTJvUcCPrmSQeaqeYQkMZPXK9Sqcg1sh7BfpjbkOkzHgq4+qawbCCHwSTY74za9WZn22gCS4mMopZEuGVgVW3m/LBFUZVprApiWSbpQ9q7xUgTdNfVwKOkWG9oi/NzhDroSIXa312BYNn/35DDfOTeNLEmuR0BF1loN0kZAPKhg2XBxKk9bTYC6sMq2litqE8dxuHjxIslkkmjnNkYnJtna0UjQJ9C0MsVikYGZDP/wred4686Et96rjYY4GA25uVlBlW+cmaJ3uujFAW1pDLO7Ncr3+2axgaCqoqoqUaIESgZ2tohWKjI0N47jOJw7d85rS7hZ66PFqI4ta5nf8/n8TcvPnI+xsTFe9rKX0dXVxR//8R+TTF5xfKw6GY6NjfGKV7yCT3/60xw8eJD+/n4++9nPcv/991NXV8epU6d4//vfz0te8hJ27dp1Q+dz25GvqgtgTU0Ne/fuRVGUVU0QkxmND37hDH3JvNezVTIdMB0kbHzK8l+kEII9nTU83Z8mX9l5kiuD9vyHcq5kosgCWRKkiwa6aZPMa+zvSnD/jibAJWlfGJTIj/SjGyalUonu+ggf3NW1ihvQqZzPQmONqoOe4zheybqvr48zZ85QW1vrDarzJ9p0Os3JkydpaWlh06ZNS97I9+9oJKuZfPf8NBOZMqoisaejhv/44m6v8rYarKsPc34iT9SvuBOkc2UiU2W3QbW1Zvl8qrGxMS5cuMC2bduuezfB5/MtsGivyhMHBwe96zTfjOJ6UB00p6amVuybulHM5HV+9+sXGZwpIAuX6KQKOkXdoqM2iGHZSJIbtLgcTNPkxIkTOI7Dvn37OD6W56Pf7iNVcOWkiiTY39XIr72omVI2zeXLlz1jig319XzswfV8fzDPt89NM5M3UGThWQB7v8N2QzIzmnHVBHOtgOcqERPCzUT5YZuoVM+noaGBpib3WS4Wi56D4sDAAKqqUldXR01NDeFwmEKhcNOrnrdbEOQd/OhiNc/UWnq+UinX9KG5uZmtW7cuMIJaKodyJQRVmURYRTNt1tdAf1ZyLdIrJhvVccZXmW9nC/oCs6xrofrJl1GkrfAOWI6IrcFob8FRfYrAsh2+e2EGVZGxLIf22iAzBYOCYeFXZIx5PU/zMf9HvdNFvnd+mvt3LG957TgOvb29TE9Pc+DAAWpqaq5SiKykfLgR7OuM86mf3cOl6TyW7dAZUzh7+iSmI+FTVY94OZWWBKuSgzY0WyIeVEkXXWlmwCexsSHMcLqEYbl5atUKGYCQZRrCKiXDIpaIIRczGLqOWSzSHJBpCqlkdGiJB3jJhno+89woqbwGRpmSJZZ1sZQrm5oA7zjQzrsOti/IPTs1luW5oTTrG0IUdIu5koFfkSiVTESlDzHil7Actx9xrmhQH1Z5275W4qErm5Lnz58nnU6zf/9+HhvIeVl24Erkg8Egpk/DkBzi8aiXi1r93urr67mrI05HIsyFyRwlw6I+rLC+LogsoL1GpTdZoqcu6D6jOCQLBhua47zi0AYmxkaZmppCVdU1GVJdD6rr9rX2Ut8KRcl3v/td+vr66Ovru6pNpDqOGYbBxYsXKRaLgOvK/b3vfY8/+7M/o1Ao0NHRwVve8hY+/OEP3/D53Bbkq/pFL87vqv58NRPEV05O0DdTXHKAtIGyudQj5x5fsxyeH5pzHZMWvW8+dMsioKoEFIFfkYkEFN774m4OdtcS8Lk3178dGWOkIOioNbGERntLLVMFi7978jL/4w3bUBWJzkSQtkqC+bq6kCc7nMiWWVcfoiMeWLK/SwixQHZXDS2enJzk4sWLXmixEIKBgQE2b95MR0fHstdMkSR++mA7r9veyGi6RDSg0FO39h2Hl26s47nBNKNzJWRJkCm5O5QhVaagW2xribJ/CSvyaqL8yMgIe/bsWZXl52oghPDCeTdu3EipVCKZTDIzM0Nvby/BYNDbTYrH46valbFtmzNnzpDL5RbIN28Fvns+yVCqSHs8SDSgMJQqYTtu6Ohk1k2439NRw97OpQ1RqnljPp+P3bt3k9dtj3jVR1QvdPLpwTl66sL8x5ds8Ozaq1b2l0YHSc1JRBWFKdtGM5yrpLrgbkoUyxYv3RBlQ8PyZHBxwHO1KpbP5ykUCsiyjK7rV1XFXihUJ4n59361Klbto0un06RSKb761a/yO7/zO6xfv55sNktfXx8bNmy4KedxuwVB3sGPN1YjO6yaNV26dIktW7YsmFOqz+lapYuyJHjN9ib+7gdDaAY0+C1GTYHhLKQ9pu2QKV2Z+5fuDbsaPtm1WC+bFpKAsN/HbHFlpcAVXM/Cc2nC5gAyAp8ioRkWx0YyhFWZgE9ia3OEvmSBfEVCqUhXzL6WQtm0+asnLrO5KUJjNODlfFVRlYPm8/kFQcGLFSIzMzOcHJziO6dHCftgT1c9zU2NN8XASpYEW5uj5PN5jh8/SiKR4BXNLXx35AIl3SLgk5jMlslqBpbjbgIWdJu8XgLHNYjorA1SG1ZJ5nU0w+3X98mi0kMGopKnVjSgNhLApxQwZZlU2aBUMlElA9O06QmW2R1SGGiVefJygbKjYNgr3acOsiSxrSXCr7zkavVN33QB03aIBX3s6YhxcjTLWEbzlFS241AoWzTFFKJ+haxm8pY9Lbx4g9tvWV1DVL8fv99PSC1WNiQdN5dt3nfdUheip6eHnp6eBbLSkydP4jgOdXV1rK+QserGnG3bvH1fG3/75DD9M8VKthk0Rf28ZXcTEm7fmt/vZ8MGd94vlUrMzs567sDLGVJdD2zbXvNcfqvyM3/u537umr1h3d3dC5zXOzo6rtrUvFm4LchXdTdgbGzMC3+cj2tNEI7j8OjFpNfkujos/GKr9ugSLulaagDUDBswKMkS+7sivHeROcZsQefYSIao4uAYZRrq61F8CorPYni2xKXpPDtaY/hkibfta+NvnhiiN1nAV6kO1UdUfnJPKwJnVcYa4XCYcDhMd3c3uq6TTCYZGhqiWCzi8/koFAqkUilPX7wc6sIqdeHld9WXQtX+PF3QaYj6+U8v7eErpyY5OZZhOqcjC0FLjZ+7e2p5y55WwurCW822bc6dO0c6nebAgQO3VL4VDAbp7Oyks7MT0zQ9eeLp06exbdvbTaqvr1+y/G6aJidPnsQ0TQ4cOLBiBeJm4ORYxu0flASJkFqxyC1T1N2sm5+4q5lffFEXyhLfadWwJBwOs3PnTiRJ4qmBlEe8qvEBQVWmZFh8+/w0P/+iTnyyK1Fqb2/ndEblnwZL7qLAMilbFa9D5+p7UZElAorEjtbVRwBU78VSqcTp06dpb2+nvr6+kvfjLKiKrda040ZRlU0t9xlkWfbukY0bN3Lo0CF+67d+i97eXrZt20ZXVxf/9b/+12sO7tfC7RYEeQc/3pBlGcNYnpTYts3Zs2dJJpPs379/SZn19Zp23LsuwfOXRnkqZ6OofuokiVS+XHGSE5UeHHfTR1UEuuGsWPUSuIYK1anbMC1CPoHP5yNbWi3xuhaWkycuP/Y5joNZKecJHGJBhdG0Rls8wN6OGEOpEn3JAu01Aaby+opW94MzRf7Dp0/QXBPgpRvrePehDqIBxWvVEEJw8ODBZWVkui347NkiR4ctinoYGZsjcwVe09pH0HHjSpRIgsaGelrrlm49sB2HY8MZTo5mUBWZe9cn6Jmnwpibm+PEiRMkmlrJqHWUDZu72mMcGc4wW3LIVb4LvyzRXRdEEoL+mSJ+WbCrPeapbuoibjVMAoq6a2xR7defzJWpDfn4ibuaeW4oTW+y4PXdZ3UHSUhs7m7CNvO8pDbLzhD8zUWJ9LJX1u0Lqw2p/Pp965acBxRZeDdX2K+46qh5N6RayaabzukkQirttUEOr3M3lKstAOVymf3793triJ2tUeojfobTJTpqg64JSMnEsJwFgdfzZaWO45DNZr28z2rlqjo/bW2t4Xdet5lnh9LM5MokQgp72qPUh31uW4xheNmxkiQRDAa9mBbLsryYlr6+PjRNo7a2doH0fi1YqxwZ/t/ppb4tyNfQ0BCpVOqq/K4qVjO4T+XKa5AYXA0HtylSkQWGZS84liQqDkt+BcO0aKsN8IFXbmBdw8JzTecKzKbnUCWI18ZRfO7lVWXJDRGcRw53tdfw26/ZyLODaSayGs0xP4e6a2mJqTiOgyRJ9CWLfPfCNJemCsRDPl68IcFLN9YtueiWZZlUKoVt2xw6dMgjY2fPnsU0TU9msBzBWAtmCzp/9cQQ5ybyaIZFSJXZ1xnnP720283FqIxRPlnyjCLmo2oCYhgGBw8exO9fXpJ4s6EoCo2NjTQ2NnqDWDKZXCC7q8o4Q6GQV0VSVfWqjJxbhahfWeDgVBdWSYR8XJ4t8dptDXzwVUtXWYrFIseOHaO2ttaTBcGVfrvFsW0+2W1WLpu2N+HN5HU+8dgAmmHTFHNDy/uTBebHqwgcFMmVb8T8ErIsXzPLbTFyuRxHjx6ls7NzgRPR4kiF1Zp23CjW0hQsSRK7d+9GCMFv//Zv89a3vpVHHnmE+vr6m35e8MMNgryDH12sVnaoadqS/6ZpGsePHwfgnnvuWbZ/7HrI1yMXpvnHxy+SzJdxhERdxE/AcENww34Fx4ELkznSRcO1k69kNa0E13QB/DJEfTZlR8JGciWLN8HJ0MVieeLin10NvWIEIXAree880MYXj09yebZE2bQROLTUBBCSIOpXXMvyJY7j4H6nRd3CsGy+UjG4+MBL2zhx4gSxWIzt27evOI597ugYT/SlaIj4aYr6KZs2IxmNZws1vGFbgn95boTB1AiWOcT6WoW37G5gZ0+LJ0/UTZv//tAlvt+b8jLZ/umZYX7hni7ecaDNcwAuhNv49JEiyVwa23H7hfe2xzg5liUnBPGgm2cWrsjtwmrFnn/eB48FFKIBH47jMFPpb65WPvNlV4LfFg8Q8SuEVNmVbToOEb9CRJU5MZxmm6Rx96FDjGQMcmfOAFdMOxbj8LoE77mnk13L9LtvbY7yLXWadNEg6JNI5nU3+6vynNmOW/kzLDej6+df1ElHbdBrAbBtm3379i1YfyXCKj99sI3PPj/GYMqtgoVUmfs21/Oi9UuP+UIIampqqKmpYf369ZTLZU+xMjQ05G0UHmisp25rG4qiePNqLpdjYmKC9vZ2T002f5NTlmWPaMEV6f3MzAx9fX0EAgHv3+Px+DXnzLUELFdRrXz9uOO2IF89PT20trYuu7CVZZlyubzs+4UQ+H1rY9dLQVHcXfyM5u7AVx90nySIBtwmypLpUNQtPvXMMK/Y0sCLN9R5boT9Z47SHKukmM+b+FIF11Gwe1EQbUciREcitMCYoPp5Lkzl+fgjA6QKBlG/wnSuzIXJPKPpEu8+1LHg+OVymZMnTwKuDWZ1V6XqGpjL5RYQjHg8voBgrAWO4/C3T17myOU5mmIBmmN+cprJ470pAqrEe+/tXvH91Qnd7/ezf//+H2pO1/xBrCq7q8oT+/v7UVUVwzCIxWLs2rXrBTvXezfU8eTALJmSQawiLZkrmZVBeWlXn3w+z9GjR2lubr6qx29jYxhFEmiG7TlROo5DoWyyvTXmTYAAzwymyWmu81b1GNGAQmqeuYeDcOUfArSySVQ1qS1PMj7uSiGuRaYzmQzHjh2ju7ubnp6eBf82v1esWgGrEjHHcZacMG4GGbueHbqq1XwkEuENb3jDDZ/DUvhhB0HewY83lpP0V4OZ6+rqrrmgXyv5en4gyZ9+6wym7dDTXMdseo7xjE6mbLO3o4ZIwA3TzZbNhWYIyx7xSjXKBkoWlKzqO68/QPraWJ1rYpV4VRUuyZzO771+E3/8vX7OjOewKzK6bMkkqxkEfFcc/OZDEuD3uaW9mqAPvyLx3OAsX3LGObSpjY0bN65IuHOayZP9aWIBnydZDPhkWmIBzozn6K04DdbFY1i2zaWsxt8fmeUnZyaJ+AT19fU8k1R49OKMJ50EyGgmf/vkZVrUEnZqmLrOjfzDE0mymklrjR9JEswWDIZmS+zpjHNiJLMgW9Q9DwlVkRjPaKiKhAA002FfZw0Xp/IVS3fX2EKRBariGnQ80TeLbrn3jVEhuWGfRGouSzKn07JxJ7FYjOmJGWRZQmAjcHu7rhStHHyS4EVtPjbXLz93bWmO8MrNDXzv4gyjsyXKlQ2BoE/Cr0hopo1pOQjh0Fkb5KcPtmMYBsePH0eWZfbt27fkc7S7vYae+hDnJ9zP2ZkI0pUIrvhdFsomP+if5dhIBtNy2Nka5d4NW9m5U2Fubs5bw5w+fdqrXIXDYc6ePUt7ezvd3d3enLrSJud86b1pmp70/sKFCxiGQSKR8MjYUpszNzKv/rjjtiBfkiStuLBVFIVCobDiMXa0RBmaKa5KD74UVFmgSNAaDxAuGUxkyoT9stuEKQQlw0IzbVRZoisRZDRd4p+eHsa0HTaFy26I2+bN/GxPmI999QRDsxq1EYdiRULwE3taqY9c/WAvFZzsOA5fOzXFbMFgff2VHqzZos5jl1K8bFM9XZUwZldbfZx4PM62bduuutGFEMRiMWKxGOvXr/cIRjVnYq327JdnS5wZz9EYDXhVrVglf+q5wTneukcnsYyE8VpW8j9sBAIBLyurGp4cCAQoFAo88cQTC1wBb6X08N71Cc7uaOJb55KMZdxd6YBP5i17Wti3RJ9X1aSmo6NjQa9kFbvbY+zvivP0YJqS4WaZFMomAZ/MOw+0LSTyZlXyd+X90hL3hA0IBxriQX7p7ha6akxGRkY4e/YssVjMu06x2EI5YnVRt27dOrq6ula8DtX7Y36v2Pz/bmZVbK07dI7jrGmS+FENgryDH21U55PlsJSkvxrMvHHjRrq6uq45J6yFfGWzWf7l0VPotsT2jnp3bvVJNPsVZooa0/kykYBCqqAjHFdyKDlX24Lfflj+GskCwn6ZlpoAqizxeG+KomFzbiJPTVAhFvBRNm10U0NVZBTJrRSlq0YOwu1ZV2WBZbkOgIok8GGRK5QoBRqpaV55LAXIlU3KpkVkUQtA0OdWB/2KzLaWyLxNN5WR2RI0rWd3h59kMslDZ8fRdZuwLGMIBUVWqAkoTGU1vnlihP/yhj08PFgiXdQXEIj6iMrwbInZfBnbcchppkcA9UrF62cOtRNSZZ4ZTOM4cHdPLV2JIL/yudML5iUhJPf6FA3OTeSRBJiVilfVbEvTDWqiUQwUjlyeY66ko8pimXBml4z97TMTpCdH2NQU4Vw+yPlZG8Xn40XrErxuRyNhVeGt+1rZ2RbjxGiGf3hy2A3VVmVk4fYYaqaFZsCrtzVgmybHjh3D7/eza9euFUlILODj0DyZ4UoomxaffnaUk6MZQn73dz90dpoLU3l+6d4uL0pl06ZNlEolZmZmmJycpLe3F0VRMAyDdDrtRams5Ew8f5NTURRvrVid/1KpFFNTU17UT5WI1dTUeE7G1yM7vEO+bhOsZnDf3V7D105PLfEv17KQdTMaYkEF03LL37GASyZCfoXuhOsud2osR0gINjVFaK1xzRZG00X+/ele3tBW5EAlyLITePNGHwN6iKmiw8bGIPdtbuBlm66WJC1FvACKukVvskBt2Ldg4qsN+hiYKTKQLNKVCDEzM8Pp06c96dZqZCbzCYZpmqRSqQX27NWHK5FILEmIMyWDsmHTELk6nDld1MmUzCXJVyqV4tSpU3R3d6/aSv6HhdnZWU6ePOnZ3lfL9clkkpGREc6dO0csFvOu1c1uDpUlwS+/pJv7NtdzcjSLELC3I86GhqvNUKrnuhKZkYTgd+/fxKefHeHb55KUTZvtrTHeeaDNawauYldbDL8ikS9b3uSY1wwEbt+FBCBcbb0k4L33dvPgLrfPaP369ei67kkghoeHkSTJI2KyLHPq1Ck2bty4ohHMcljKtKM6UdxoVexW79D9qAZB3sGPN+bPrbZtc+HCBSYmJlYMZl7pGCthcnKS06dPU5IjJGLKAiOpsOpWD2byesXR1UGR3PwidwMUrJuRgnzDuLYlPbhVKqVCHIM+hxrVISi5rq75ssU3Tk+R0Qy3p0lo1IZ8NEb9FHSLom6hSCAJN1y4moNm2qAqrnlCqaSRzBYp2jJfvJDn2wOn2NgY5t2HOha4zs5HfVglEXKNLObLxDOa6VaM/At7XpWKTn08o1G7q9k1X/h+lkBZQ1YElmmil8uASwpDsQTxeJyMlgPEgmPplk26qDOZ1ZAlwWDRIKDIRPzumLujNcpP7mklGlB4+742AEqGxX/4zAmPeIFLwkuGzXBaQxLw5ZMTSMLN/drSECKXy2JYNmUpgAL82SP95MsW03mduaKxJIlXZcGGhjCzRYPTRi1H+3XOTs55BOT5gRQPnxvnYz+xk1jIz7aWKNtaovhliT9+uJ9MycQvS1jYmBZ0JYK8amMtR44cIRKJsGPHjpu60XxmPMeZ8SydiaBn9NYYdehLFnhuKM1rtzd5rw0Gg8Tjcfr7++np6aGmpoaZmRnOnz+PruskEglvfq6aiC12Jp5vRlWdUyVJ8lQfVSOXdDrNzMwMZ86cwbZtEonEdbW43Cq3w9sNPzbk6/xkdpl/WYXuXXKzHSzbZnROI1XQURUJ3XI4XtCpC6sIYGNTmHX17k1h2zaWliOtmWzYsZe6uiv63M0Jhdeta6apqWnZRfn8HfzFxhqKLFBlUTH4uAKr0mzqVyRGRka4dOnSDdmzK4ri2bPbtu3Zs1czjhKJKxkT1ZJycyxA2C+T0QwSoSskK1syifoVGqJXE6/x8XHOnz9/Q+f6QmFqaoozZ86wdetWWltbgaWrh1WCUbUgr16nRCJxUwZaIVzXqK3Ny9vZV01DNm/eTFtb24rHC/sVfvklPfyHezpJ5V3zDb9yNdnY2Bjmtdsb+dqpKbS87u66Wq7UoysRWtDDN57R0BctiFRVpbW1ldbWVmzb9iQQly5dQtM0QqEQlmVRKBRuKMvjWlb2a62KXS/5Wu0k8aMaBHkHP96oyg6rhg2GYXD48OE1ydGv5XboOA59fX1cvnyZ3bt3c0Zkeax3hslMmVRBp6SZRAOulK42rDKa1shpJjZu30/VQfeHj2sTL58MIZ9MWzzI5VQR3XLQbAmt6DBV1BCOQ0+NYCjrjvEBn4LtOJ4DoGZYhFUZB9d0RMPGsh0CPgnbgcaIH8UuM1s0mNYkJAlqAgqSEJwYyTCa1vjom7bSXnu1G6+qSNy/o5F/eGqEsbkSsYCPkmGRL5t0JYIU9IXfYbViWhO6soDe21nDV05qKIqCz+dDK5XQTRtZkogYaR5//HGcchTbcqtsfkV2v//pAhnNojbkoz0eYCKjUShbNMf87OmoYWSuxLs/dYyWmgBv2NXMa7Y28NTALBcmcsteawFYlk3BsslqYGgaAZ9rIBFQJfKaRUNUJeRzJZfVPCzHcTxb/4AisbExXOlPdzg9nsdxoKkmhKoITNOiWNY5OZbjz7/8A3oaIlzW/Diyn8aaEG/c1cST/WmSeR2/JHNPTw3/6cXtDJw/SW1tLdu2bbv5eVVzGpaNR7zA3bAN+WQuTRd47fYrr81msxw9enSBxH9+5WpmZoapqSkuXry4wMp+fuVqfpFgubxOn8+3oJc+l8uRSqWYmJhA0zSef/55ryq2WA2zGP+v5GfeFuRrNbKGa1nNHxtejnxdG6YFOcsEAcU5jZBfZnNjBNUnMTpbAqCnPkRbTdBtqDQNZpJJdFOiqb6OhvjCBXK1lLvU56o6us0Pn1v8Or8ic6i7lq+eniQWUAj4ZGzHYXyuRENExV+YpH9kmn379hGPx6/7c8+HJElL2thXMyai0ai3gLxnXS3fOpf0JBBZzUQzbB7c1bRgce44DgMDAwwPD99UK/lbhZGREXp7e9m1a9eKC+WqK2B7e7tnQZ5MJjl//jyGYSyQJ94qM5HJyUnOnj3Ljh07vFyqleA4Dl87PcWnnx1hMlsm5JN5cFczv/CiToKL+iV/4+Xr2NgQ4aGz016+juOw4Lstm26gdssK+W2SJJFIJHAch9HRUTZu3IgsyySTSfr7+/H7/d51qkogrhfLWdmvNGHMJzVrlUdUJ6+bnfV2uwVB3sGPNq4lO6y6HT711FPE43EvW3MtWMmN2DRNTp8+TTab5dChQ0SjUV66SeVrpycZmS0RUCRM02GubFAXkfjwazcxp5lMzJV46Ow0I+mi64637Gd4IathS69TBK6sLhZQSOZ1TNthcKbg9gQ5rmJAFhKG5WAJKKPg2DoIB9s0kCUJvyx5BDMR9pEuGsiSoKM2SESV6GkIEwsoPHp+gvGijS0pyJLNlqaIV8WK+GWG0yW+dW6KN+5qIRZUrtpge+22RoQQfPOM29YQVGVet72R7rog/+fRQaayZRoiKnYl+qY25ONwz5V5+2172/hB/yzJvI7kVPrUJYWd7VF++Y3b0Yt54uNTPDqQp3c8TU1AxpZkZgsmflkQVCQGZ4qYtrsOGp3TmMqV0U0bv0/m9FiWU6NZHr0wQzJfvmpzbz5sx90YpGLIYiH4qUPdtNeG+PyxcVRZIhZQODqcwbQdj3j5FAnbsBG4PXRVsyndtCnqFkHF7T8D996OKQoFS+NUUeXZSwY5bY6cZqM77iZ5VyLATx9o5Wfu7kCxDY4ePUpjYyObN2++JQofn+xmdzmOs+D4hmUv6N+u9lYvpYoRQniVq+7u7gVW9qdOncK27SXbLKobm/OVJ9XjzVebVDerFUUhlUrR3NzMzMwMo6OjCCEW9Iotro4VCoVVrWl+1HFbkK9rYTVZJMXy9e+MSRWNtW45GPYVow1FkuhIhLwMrLE5jcaQRG5uFikQxJZUDnYnqAn6Fh1PWjJ0cik97XIP5xt2N3N5tsS5iRxWJe05EVK4p06jnDc5dOjQLc2aWmxjPzMz41nZr5MUXtQS5nTKIlOyqQn6ePNd9Ty484rNdTU+IJVK3XIr+RtFNW9sdHSUvXv3ronQzrcgdxyHfD5PMplkbGyM8+fPLyCtkUjkpgzGo6OjXLp0id27d6/aYe9LJyf5X9/tw7Yd/IpErmzymWfdHdCPvmnbgtcqksQbdzfzxt3u9/nVU5N84rFBZvI60YCCYdnMlUy2NoU50BVf8fdWq3Nbt271qjDV3KzZ2dkFEoj5g/1yzmqrwXJVsZUmjLX2fOm6jmVZN5183W5BkHfw4425uTnK5TIbN25ctXR9MZarfBWLRS9v8PDhw94CThKCmoDraKibbmB8vV8iHlLpSxZ48x5XcfCKLQ386r+dcomILDCvyuqE1Sd/3To0xfz4ZFf6ZpgWDgK70qcmieo4I0gEfUjAcKbsWoHYrpoloDjYtuna0SMYS5dQKxti07kyOVWmNR7gvuYc23YHCDV187Uz01yazi90mRVQ0m0+8+woD51NEvUrvHZ7I2/Z0+IRDCEEr93WyMs315MpGoQrToGO45AqGHzxxETFMAwao35+9u4OOhNX1hk99SE++uBG/s+3TnMpI4iGgrx6awP3rq/jU8+MMpUrUx9W+ZkXb+G5oRQnR+aYLehI2KhCMJ0rI1ViVAzLZibv9kx11wVJF00KukXZsPnamalrapa8cGThktqsDk8PzvFKv49C2USVBSfHssyVDC+HywGsiqLIAfSK2+/4XImsZiKEoGzaROf1pIFr9DGWKdNZG6RoCTAMQpJD2bSZmivxlWPDlOam2VdTorW19ZYRL4CtzREevqAwlSvTFHU3PzMl99x3t7s94dXe6vXr19PZ2XnNYy5nZV9ts4hGo1f1ca/GmdiyrAXHtm2bbDZLKpVieHiY8+fPE4vFvEyxaDR6y3q+uru7uXz58oKf/eEf/iEf+tCHln2Ppml84AMf4HOf+xzlcpnXvOY1fPKTn7wp5PBHgnytRnYoYbNaPfZiCNyHy7Tc8r5pO4zOlagLq0QDPoSAfZ219I/PcGE8hT8YokYJcXdbjJ+oTBQLzmWJyWj+TbqaXpR40MdvvXo9J0ezjKQ1fMLCNzdMUyzAzp17btgufi2YLyWrVnpak0m2h6fJahZdzXV0NAmwLZAlTNP0Mi0OHjx4Qwvpa8F2HL5zPsm3zk4znSuzsTHCm3Y3s6dj6QDiq95f6XNIpVLs37//hh56IQTRaJRoNMq6desol8teT93Q0JDXsFqVJ15PpWdoaIjBwUH27NmzZObOUjAsm089PYI5r1k7IASaYfH93lkuTuXZ3LT8535gZxOFsskXTkyQKRkosuDu7ji//vJ13qS+FKanpzl9+vSS1TlZlhc07+bzeWZmZrxKa1UCsVojmJWwUlWs+pxWA57nV8hWQj6fB7jp2vTbLQjyDn484TgOly5d8voyb6QvcL4zaRWzs7McP36clpaWq8yVhlIFogEfd3XEyWoG+VyOsA+KQuXMRI4373FfZzkQVhU2N0Y4NZa57vO7lZAE4DiMzblRNxK4VYnKv9uOO/5ua44hSxJnxrOYtmueoVSMNIqG21+uYmFYDqrkINkGQkhIQjBX0Lk0OsO/FP10tzby0oifrc0RLk4VFlQ/xtIacxWHXL8iMVcy+PQzIxR1i/fcs3ABrsoSDdErqgUhBG/Y1cy96xNcmMqjSILtLdGrIkTy+TypgTP8+j0NbN68GUmS+H5vig9+6Rx5zaRkWFiVwOANDWF+cn8nbfEAf/itXqZyZYRwkBwHy3RjARzAtG0yJZOZfNmzr4fVUWrNtFEEmA4Iy+H5y3P0JQuUdJuC7uZlVbHU8UqmzcWpHFbl9pVwMG24nC7SUxcirCqUDAvTcgiqMj5ZkNNMAj7JzcwUNkiCWEjimZEie+IKo6OjZLNZb65fvOnqeghkmapUFvd01CyQEF4LXYkgr9/RyLfOJembLuAIQcgn8dKNddzVESOdTnP8+PHr7q1eysq+WhVb3MedSCRQVXVZZ2Jd173Nzeq6Nx6PE4/HFxw7lUrxpS99iY9//ON0d3dTX19PNpslFlva9v968Qd/8AcLzKuutXn6/ve/n2984xv83//7f6mpqeF973sfP/ETP8GTTz55w+dyW5CvG3FTqi6edd3k+pLpAS9V3qGkW9iOm3eUKZnIQMivELfSvLIuw5vu2oajBGiM+llXH16QSl7F4srXcsYa14JfkTnYXcvm2gwnTpygsanRG/B+WJhf6VnKxj4Wi1EqlQiFQhw4cOCW27P/09Mj/NvRMWzblXf8oC/F8ZEMH3r1Bu5ZJiejCsuyOH36NMVikQMHDtx0kuj3+xf0P1Xlie79qi/ZU7cc5lfn9u3bt6ZBqX+mwOXZIqblUDIsL8TUsl1ZzP986BK//+CWq6IQqpCE4B0H2nlwVzPDs24VuD0eWPE+rsoid+7cSWNj44rnN5+09vT0YBgGMzMzpFIpr3dpflXsRjYelqqKzc3NMTExwbp161Zt2pHP5xFC3MnRuoPbGks9o4ZhcPLkSUqlEnv37uX555+/SsK0Fiyen0dGRrhw4QJbtmxZcvHnbti4eZC1IRWhu+83HYeAcuVZcxwH27G5PFvyFsfLfEqud+P1RiGAyZzu/X2p0zQr9vI+xbWQD/tlHNvBp8iEfA4F3SIgCwKKD8O2sSsxHrbjoBkWhu0wVhCUbJNzs1M81pvilVsaiPhlJrNlGqJ+LMtmPKPhOFc22BqjflIFnW+fm+aNu5upW8aFeD4SYZV71i2cNy3boXe6wFQqTW6sj63rrxh8lQyLP31kgKJuYdmuHbwkCWzbYSBZ5C8eH+T+HU00Rv2MZcqosoRu2Zj2/DBsm5m8hmkv5UR4bZgVK39VFoRVmZqAj8ls3jvWte6KeX4e3nssG4ZSRWpDKook2NQUZrZgoFs2luPgF6IS+uxg2w6OriP5Q+zct5ca1fF6wgcHB/H5fN7cZasR/s9jQ1yczrskVQi6EkF+4+XrF1QYV4IQgvs2N7C5OUrvdAHLduipC7nVw4pL86ZNm65STlwvFq9jFlvZx+Nx7/NVzcds2yaVSjE+Ps6WLVuW7cGef+yNGzeyceNGPvrRj/LNb36TT33qU7z4xS/mgx/8IK973etuymeJRqOefP9ayGQy/P3f/z2f/exnefnLXw7AP/7jP7J161aeeeYZ7r777hs6l9uCfMHK2nRFUZbs+aoG4JqmiSHJXF+mh8B03FK0JPAaMSUhKhavNo5WppS3eeDlCxuRNcMinTOIBpQF/TDzdwKvl3hVMTk5yblz59iwYQMdHR23rJR9PRBCUHBU7GgTd3V2U8jOcerUKWRZJpPJ8Nxzz63Jxn6tmMxqfOXkJKosURt1F+RORav+6edGONRT6+5OLQHDMDhx4gSO43DgwIFbXkmUJMnTOG/evPmqnrpIJOIRscUNqY7jcPHiRaanpzlw4MCaqy1//cRlbwdQEhW5S+XvAjgzkePXP3+Gv3znLlprlieBEb+yrJPWfExMTHD+/Pk1ySLnw+fz0dLSQktLi2cdPDMzsyAIuzrY36iUs1AoeC6cHR0dq7ayrzod3k7P4x3cwbWQz+c5duwY4XCYu+++25tzLcu67o2yat/YfLfEffv2Ldvju60lSjTgYzpXpjHqBrkXdAtTcTjYXcvgTIEn+1Mkczo5zSRb0pc8zkKsLnNrdVj9+5drSarSweo/zxR0z7WxKxFCMyySeR2jUumRZYkdLVEGUkWCPpnZoo5hWMjCXaAnwj4aggJd18kWdL59apQ372rg0cEiExmN2YKObrktE6NzGuNzGomwj87aIOmSyWi6hGU7PHJxhsmMRl3Ez32b6pY05piPvmSBTzw6SO9UlmJJIxEN8LaEn6ov64mRDDN5veKQa6JUPmPZdihbNnrR5t+OjtMQUfHJglIlv0wAiuTORTYCw6wS19Ve+4Wvq2aORQM+cpUWFKnyRYgVvqf5kKiSXvfvAsF9m+q4d0MdnbVBfu8bF931oO2QKZlYjrt5GVYc7LCf5pow8ZDbZ7e4J3xmZoaLFy/ybxd1LmZk2uIBYrEgpgP9M0X++okh/uDBLcuuV5ZCa01gwXydSqU4efIkW7Zs8czCbjaqfdyLreznZ6M2NDTg9/sZGBhg69atnpTxWs7EgUCABx54gI9+9KN8/OMfZ//+/Tz00EM3dYPzox/9KP/9v/93Ojs7eec738n73//+Zce9o0ePYhgGr3zlK72fbdmyhc7OTp5++ukfH/K1EmRZ9r686uInm81y7Ngx4vE4+/bto/Tdx27odzhceUAFbmnYsqFGdXdUipF27yawbYfvnJ/mO+enyRQNAj6ZF61P8Oa7Wgmqsic7nL+AWyvxchyHwcFBhoaG2Llz56qd0l4oTGQ0PvHYICdH3WbWqCqxt6bI2w+4u2KWZS1rY19XV3dD5gpVnJ/Iky+bC0wfhBDUBH2Mpt1G3qXIRDXoORAIXDN/41ZgfrNrT08Puq5716pa1q8SsdraWi5evMjc3BwHDhxYc5/fwEyB4yMZN7jTdHdV50ORBA1RlelcmS8en+B9L+u5oc82NjbGxYsX2b1796qtqleCEMKTKVSDsOfvKiqK4skT1yrlrAZTd3V1eU5Qq7Wyz+VyBIMrB2HewR3cTpiamvKiSaqBvPPlQjdCvorFIkePHqVcLl/TLbG7LsQbdjXztdOTbrCvZiBsm1fuTiBLgo98/QJjGY28ZpLTzEplYi2E6kaI2M2toEm47sUObg9VpmRSF/KB8CFLgpm8jmU7rG8I8fIt9Vx+aoSQTyIWk8nmNAZ0CUUW1FdyNZ1wmKhhMJzWKMyleHurxjOzQR4tON5ZS7j9ZjMFg7Jp0xILMJPX+aPv9jGd0yuEW/C105P81qs2sH+Zvt1C2eSj3+5lIJkjiEFrIkzRFHzm2VEc3KiR712YIVc2kcqVAGTFDZKuEhgHd72kGbb3s4AiUCpydc1wlUZXKl5rJ16u8tMhGvBRG/IxknZN0nyKG6cshNtbOJ+ALdUpWP17dRPepwh66sOUDAvdsnn99kb++flRdx51qmfgULIE0wWbn7un4SqDk/lKoemsRuriaeoiJrapk5zJoygKUdnHxcksfdN5Nq/gbrwUdNPmif4UT1yYYGxyhrs3tbAzduPz7moRDAa96KJqH/fY2BgjIyMIIZiamsKyrFVZ2YM7/1ZdhHt6eviVX/mVm3auv/Zrv8bevXtJJBI89dRT/Jf/8l+YmJjgT/7kT5Z8/eTkJKqqXuUB0NTUxOTk5A2fz48M+YIrQajVvJB169Zdd5PwSggoAp8s0HQb05GIBQNktCs3yHfOT/OZZ0dQZXehXyibfPnEOPmyyS/e2+2Rr8X5CPNhO+4u1LfPTTOd02mN+6kPq+Q1i5Aq0SxlaVfyHDhw4KY39d8oyqbFR75xkYtTedcK2LGYmivxcFFlvx5lfSWQbzkb+9OnT69Jcrcc/IqribdsB0m+cn0t20EWYoGEpYpCocCxY8dIJBJs3br1tgh6VlXVq/RUy/rJZJJLly5RKpWQZdkjB2vFSFpDN20aoirJnE5pUXxBPORDkSQkSXBs5Mb6KqpGIHfdddctc7ac7zQ5X8p58eJFyuUytbW13mS30gIwn89z5MgROjs7l7y2S8kT5//3yCOPkM1mrytE8g7u4IVCVVHS39/P4OAgO3fuXCC7mW84c70wTZNkMkldXR133333NUmcEIJXb2tka0uUsxM5pqaThO0C9x9o54NfOMtUtkymaGBYNra3Kr/eOX6t77s5a4nqWUcCMjVBH2/d28q96xN85BuXmMhozGkmc0WjItODgWSRhy/McHdPnCcuTZEtmVgo6LZrPV9d1AvwbN43berhZetiPPKls5i2jsDBrpx/VVaeL1s0x1S+emqK6ay7GSlJ7j0xninzye8P8Vfv2OW5+83H0wOzDE7niEom8ZoYPp+Cajv0TuX5X9/pw3KcBT1VAFqlsjUfVsXsQkClsuMSNIFrdFa2bErGavSGS98Liiyoj/hpiKjMlQyyWuW6CkFElclo5lWVr6V+W9XVtwrDcviX50aRJYFfkTjYVUND2E+6YGBaFqbtoMgysiTwyRLrGlau0BR0GxuJeCREUHWlp+VymaKmkc2X+cGzRzDWu2uipVwAF8O0bf7h6WEeuzBFqVAgHovw8GCRwdwAv37fugU9fS8EZFlGURRmZ2fZunUr8Xh8gZV9KBTy5uZ4PL6klf3k5CSXL19eNbn50Ic+xMc+9rEVX3P+/Hm2bNnCb/7mb3o/27VrF6qq8t73vpc//MM/vGWu1CvhR4p8mabJ4OAgw8PD7N69e0EviSKDcZ2Gh/N3Qbw/2xZhv0LZdneANjS6Ui/NsPjO+WlUWRD0yVyazrsWsY7DV05OcN+meiRJYmpqyss+WEom9plnR/jX58exbNft6cy4a5W/qSGMrRexbIcH9nbystvQJfDZwTn6pgvUh1Ucy6Bs6rTUhkkVLb5wfIJXbWlYQDbXYmO/FinXXR01NMb8TGU1mmN+JOE6KGU1kxdvqLsq7DmTyXD8+HHa2trYsGHDbVm1qJb1a2pqyOfzSJJEc3MzqVSK/v5+wuGwR1pXI+VsjvmRJEFRt2mMuAGbJcP25BjBijWt7TjEg9c/HAwPD9Pf379mt8gbwXwpp+M4FItFz5Xz0qVLSw72cKXi1dHRsSDY+Fq/q/r+b37zm3z84x/nwx/+8B3idQe3NUzT5MSJE2SzWe6+++4lN/JWE+WyHKanp7l8+TJ+v589e/asekwVQtCZCNGZCDEWNxkbK9KfLNCfzDOWKWFcPxdcA259n1i+bNEWD/Km3S3UR1Tesb+Vj32nj0zJdLO8BARkmaaYn/5kgSY5x+aYxRlHxbDd0yvoJqfHMiiyhCq7NujxkI/d7TUEgwEMScVGIqhW8korfUhUjt8Slnh+rEBtWF3Qo54I+xifK3F+MnfFJa9kcHw4Q9m0ePb8ZUzTJNEUAyExPFtipqBflT86H0uRGllAoWwhS+BXBC01AUzLIV82SRWMNXhVLl3RDCruvH9hKr9gc7FUcTLEufLONbWUOQ5t8QA+2ZXFPt47i27ZNEdkJMskEIyALKNKgslcmaFUiV1tyxt9tdT4SYR8pIo6QVVGSIJAMEDOkmith/sOdGAV5hgcHOTMmTPE43Fvrl9qDXluIs8PLk2h6AW2tCUIhoJYtkN/ssCjvTO8be/K2Z83G1WHxfn9ZvOt7KvuxqdPn/ZCmBsaGojFYkQiEZLJJD/5kz/Ji1/8Yt70pjet6nd+4AMfuKZB1XJz/KFDhzBNk6GhITZv3nzVvzc3N6PrOnNzcwvWNFNTU6vuG1sJtw35Wqnnq6oLPX36NJqmcffdd1/lSne9S6Bqo6aNWzGxK5kRql/BFgLDtIjE/Lxsk9u7ki4ablI6cGI0g27a+GQJy3EYSWv8+WMD/H+vX08gEPDyjEKhEA0NDTQ2NhKLxZjO6XzpxCQ+WdAUC7qp7xWt8dhsjr3NKkq4hucu53jJpqIX7Hy7YGxOq1i2ljEMg0g4jCzLhFRXjqhb9pIBvlWsZGPv8/k8IlZbW7tiZSqkyvz6fT38r+/2M5EtewPs+voQv3TvwlyLan7Fhg0bVmW9+sOEYRgcP34cWZY5ePAgiqKwbt06L4sjmUxy/PjxBa5DdXV1V+04Z0oG//zsCMWyRdm0SQs3VFIId4cv7JcrE6OJJASv2nplM8OynVXrz6sOjHv37qWmZnUukzcbQgjvvurq6sI0Tc+haf5gH4vFuHz5Mu3t7asmXvPx3e9+l5/92Z/l7//+73nHO95xCz7JHdzBzcPw8LAXnFy1el+M1US5LEZVFt/f3097ezu5XO6GAtMty2J8TmN0rrTAAOHW4mb2iS0NWUAyp/G105P8h8OdTOXKLolS3M1bRRJops1oukRQmBybEAg1hG4Z2I7j9ufaYNoOsmWhCRshoKcuREvM3a3f0RLlmcE0DoJoQMa0HSzbwbAswj4JK58mX7AQpoJs+8gartyxWrV6om+WXW0xnuib5W+fvEwqr6OVy1i2jY6CacPYXJFU0biq0nUtKJU5xLBdF0FFgulsmaBPWiPxWowr31WhbGNbOvNzuKub6NXCqV8RxIM+knl91aYeiiSYyGh01YWI+BUKZZNUuoxkObTXxbz51qy4wUT9Ky+nAz6ZN+xu5h+eGvaMq1yjEoe37GlhXWsD0MDGjRu9XqpkMklfXx9+v39BK4IkSRzvn2AuW2B7R8KT9MmSIOJXOD2a4217V/c5bwaqxGvjxo1LGn34fD5PCbXYyv4DH/iAF5vS0tLCQw89tOpKVHWteD04ceIEkiQtawi2b98+fD4fDz/8MG95y1sAuHjxIsPDwxw+fPi6fud83DbkayUUCgVPG3r48OEly7HadWzcSRXCo1vOgspXLOgOOFXnoLfta6M+4t4M0YBC0CdzdjyLbtpE/ApCCEzblUhcnMrTnzbY3t4OkXpEvUbQLqLlZjl27BiSJHHZjJEp6rTVBt2w1rKFLAkc00KzBeGaBEFVIlUoMpQq3XbkKxGS0XUd3XGIxaJIlUlXM9xdvpXsxxdjKRv7ZDLJ2bNnsSyLuro6b9BZ6ns/2F3LX/zUTh7vTZEuGnTUBnnJhsQCi9yJiQnOnTvHlq1bqalrxLRtlNtAbrgUyuUyx44dW7IfbXFeRlXKWXUdSiQSXv9TMBjkD7/dyxN9s9SGfGQ0E82wKBg2iiRQZIEk3GwanyTxhl1NvGpLPd+7kOTfj40zOqfRGPXzpt3NPLCzyfuOF2NwcJDLly+v2YHxVmO+7NVxHHK5HOPj4/T397uZNqkUQoglDU6Ww2OPPca73vUuPvnJT/JTP/VTL8CnuIM7uDH09PTQ3t6+4ibWaqJc5sOyLM6cOUM6nebgwYOUSiXm5uau+xyrBlWnxjLXcDW8lbg1RCzgc8OVH++d4SUb6nhuaI6IKlPSLXyy244QUAQFzUAJSOhygOm0hiILAj6JYtlecDZRv0w86GMmX+bcRJ7trVFet6OJb56d5vKs2+sk4ZIvnyzTVhvkNYfX0f/YAONzGpk5jXTZcZ0lcE0lvnxyAr8i8cjFGfJlg4hUJhYEUwkzlCrRN1OkVCEJq4UkrvRieSZmEqiKREG3yJaXv9/WWqWyAHOBfsl17hRcIV+NUX8laNn9+3IfReBeGp8Efp/MXMmk2bDx+yQcy0AVDigqZRvkymebrORtHeiOX/NcX7O1gaAi8c2z00xly7TFA7x6awOv3rqQACzVS1VdF5mmSTgcZnIsTzAUuqptw7KdJWWktwpVRVHVFO5aWGxl/7d/+7f8xm/8BiMjIxw/fpzOzk5e97rX8YlPfOKmtdw8/fTTPPvss9x3331Eo1Gefvpp3v/+9/PTP/3TXmTP2NgYr3jFK/j0pz/NwYMHqamp4ed//uf5zd/8TW/j9ld/9Vc5fPjwDZttwI8A+ZqZmeHkyZMoisKmTZuW1cFej2iiWmhb/BxqlWpWRPXRXR/iYHct3zk3jSTB7rYaDnXHeXpg1t3VEe7Oh2baxAIuETs1luWLJyY4PpJBNx3Cqswrt9bz7hdtpZDLMHF6FNM0SM/pBFQftmVhWDaKLLvZHtKVc1LW4H7zQqBcLuNPD1IflJgzZAKVa5XVTGzgwV3Nyy7Ur4Vr2dhXy/ANDQ0L+nkao37eundpd5/Lly/T19fPbLib//rdKSazw0T8Mg/sbOKdB9pf0EHqWiiVSjz9/FFOZfz0FmT0c6c51F3LG3c30xBZuBO0WMq5WHKXcQI81WfjlyQ008K0bGRJoApBSJV418F2t9ewJsA96xJsa4nw5ZOT/MXjQ5i2TdAnMzhT4M8eGWAmX+Y99yysJDqOw8DAACMjI+zbt++260ucD1HpQZyenqarq4vOzs5lc0uWqiAC/OAHP+Dtb387f/qnf8q73/3u21Kyegd3sBjz5bLLYS3kq2pWJITg8OHD+P1+dF2/KudrOZiWzYnRDBcn88iSYFd7jAbF7Tm7ND6LwMG5xVJAFysRrJv3+/NlG1mCc+N5PvCFs6QKOrGAgiTcniJFAsMwQYAjKQQUCdO2URWZuaKBVgmWrvYjlS2b2aJOUFW4OO2Sr+66EH/0E9v4yNcv0pcsYDpulSXsV9Ath//xUC/ZkklRt9Atl3BJlU9Zo9qUtDL/9NQQAUVQp7rGK9FoDCEgV7Yo6RZ521mTDXzIJ2M7DsWKDFAS0BT1oyoS6YJBtrJbvlzv1VqhLQjgFjjzDDFAkMprhP0+BAJVdtAtvFw2IaqZcjKW7SCEe75Vs5CyaWOUi2QKBofWJYiF/BwdzpAuGoCgKernA69cv8DxuoqcZvLQ2SmeGkijWzZ7O2q4f0cTH91Yh2baXt/6SliciTk4OMjAwAAb6gM8P1Pk0rBOczxIKBjEcCTKps2hnvh1XMW1I5PJcOzYMdavX39dmWLZbJZf/uVfJpFIcOHCBWRZ5umnn+bRRx+9qUHLfr+fz33uc3zkIx+hXC7T09PD+9///gV9YIZhcPHiRa8KB/Cnf/qnSJLEW97ylgUhyzcDwllO6/cCwzTNBROA4zgMDQ3R19fHtm3bGBwcZNOmTcuWCDf/3vdu4LdfGYhl4Q5cpu0Q88vsaI1xYSoPAoI+mXjIbZ79q+8PMZN37WMl4dpwt8cDTOfc3I2xOY1EyEfAJ5HTTAqGzbsOtPEzhzoo6Ca/+M8nmc5qRCSD2ZJNuuxariqSG6IXD6vUh1V+57WbqI9cO5/jhUA+n+f48ePU1taiNnTxv77Xz+VUCdN2K4QP7mzi5+/pWpNd6moxvww/OzvrSTmXs7F3HIe+vj7GxsaYDHTyt89MYtoOIVWmbNqYtsP9Oxr50Ks33vRzvR4UCgWeO3KUfxv0cX7WrkwAAtOy6a4L8b/fsn3VDbSGYfCtk8P8wXeHKZl4zkzzbXRDikBIEiFV5h3723jrvlb+42dPMlswFtxv6aKBqkh86mf3eDkx1Ws7Pj7Ovn37bkka/c1EsVjkyJEjNDc3ey5vVczPLZmZmaFYLHq5JQCdnZ0899xzvPnNb+Z//s//ya/8yq/cIV538CMD27YxDGPF1zz77LO0t7fT1rZyj0hVWlRfX8/27ds9Ujc7O8upU6d42ctetuL7ddPmk48P8NTALGZFbRJSZV7WE6XLGObfBwRPTl0J370tFiYsdsa7vqqYANriAeZKBrppE6pUv2zHRhKu6cmL1idwHIenB9MYlnsR5nMKNxfNR0l310m/9/rN3LshwdHhDIZls7U5QlG3GZgpcGw440oRHYd0yZULlisufbKAsF9xHXANl1yZNsg4NIegIaqiqu5/ybyOqkhu1azk3kcrtHx5V8avSPgVQVaz3PMOq0T8roqjbNhMZsve1XyhMH8LQpEF0YBCVjPnES63WtYRD6DbbjabENAUEhR1i7pYiP/y2s3s7azhzHiOwZki0YDCjpYo4YBMWF1IvjTD4o++28fxkQwhn4wkuQHNXYkQ/+W1G2iOrd1obHx8nAsXLrB7924SiQRfPznOF46PMVfQMA3X6n9Xa4hfuKeLtuaGW9qTnM1mOXr0KOvWraOrq+vab1iEfD7Pm9/8ZgKBAF//+tfX7OT8o47bsvJlWRZnz54llUp55b+RkZEVd+cUrq/6tXgwtRzXzU8CkgWbR3tTgPvgRvwykhD86/NjvGxjHd+7kESR3OyKXNnk9HiWgCKRLhqEVAW54sCnmTapvM5ffn8IgDftbuFXXtLF//zGOZIlh4IpUfUIciq5D8psiRd1BplKZ6kL13k9cb3TBY6PZpCFYG9nDTN5nTPjORzHYXtrjH2dNWuS/S1GvmySL5skwirqvOPMzs5y8uRJOjuvBCz+5Tt2ca5i976xIXxL3XXml+Gr/TxVG/uqfKxqYy+E4Ny5c6TTae7au4/3fv4iluPQWDm/iN/dkXrkwgw/ta9t2XDhFwq5XI5jx44x7tRyIZ2jJqh4ifem7TCYKvKlk5NX9bEtB5/PRzRW4xEvmO/k5N7vRdMBLAq6xV88Psi3zk2TKZnULDLdiAUUUgWdS1N5Dq9zFweXLl1iamqK/fv3rzlz7IVGqVTi6NGjNDU1XUW8YOnckmQy6TX/SpKEaZq84x3v4D3vec8d4nUHP3ZYTc/X+Pg4Z8+eZePGjXR1dS14DubnWq6E7/fO8IP+WRoiqlclSOXLfPXkGG9ot3jvq/bw/L+epWTbXkZTdXEeVAS65ay48H9hcH3yxGrGV2tNgL5kgbmSiYwr/xMCXropwf/34Fb+7slhnhpIu5WbJfzQLetKGtbl2SL//NlR0pUe9JAqc//2Rt51sJ1/PzaBqggmMjrlijoloEiUKpbvhbJJTnOPKYnqxpxgRheETYFplchm86QNiZesixFRwzx/OcPVXoYLEVIlgj6ZTU0R1jeE+eLxCZTKBrVmuJUeWRLIUjWkeFWX76bApiIpFBCQHBxDR5UETsWBsWS4m56X0xohVSagSMjCBsfmQE89bz/Q4dny72qL0RhV+fKJSf7t6BiOA9tborxxd7O3njhyeY5TY1naagLefF4fVhmadZ0t33VwbSHIS7kJP7C7lR3ttZwez1I2LBoCNg1SgZGhfnovnPXcf6utCDcLVeLV09NzXcSrWCzy1re+FUVR+MpXvvL/HPGC25B8VWUNAIcPH/b0rNeSRmxuUDmbXE0Y42JcPXgubvhVKgNFrmzhZEtIQiKZL5PXTAq65embLQfPbaeoW6SLOpLk2qriOOgm/NMzI5wYmePB5jy/tjfA4zNhHumdpblGQTgwndfBcgfIo+MlfucLp3jDeoV7Njby9UGbR/qzaG5DWmUHTaEmKCOE4LsXZnjRulre+5LuBcRpNSjoJp97fozv981SNi0SIZUHdzXz2m0NXtDzli1bFuyOKpLErrZb2+djOw6nx7JcmMoT9MkcXldLQ8S/pI39pUuXKJfLyLKbtXbXXXeRsRRSBeMqSUDELzOVK9M7Xfihkq/qbnJ3dzdHB2wsO+sN1ODeez5Z4umB2VWTL9tx+NQzI8vIRK5ePFgODM8WkSVBWJXwz5NiGhW5YtiveGHPyWSS/fv339Tww1uBUqnEkSNHaGhoYNOmTasiTsFgkM7OTjo7O/nsZz/Lb/zGbxCJRPjGN77BZz7zGR544AE+97nP3SFhd/AjgdXcpyvNrdXNlpGREe66664lm9tXK1t8bijtqUTA3WS1S1nKpsPlgsSD9TW0xYP0JgtY4LnUhVVXwlYbUpjOr1zFWw2q87XtrK7yIleYoG07LFwarEzEqtxJEW7vV0G3KOqWZw4WUhX8qgwONMcChP0Kd7XH+GdJIIRrjGTpV+iO40DJdPArEiGfxDfOTAMVR1sBmZLJl05OEgsoZEs6Y3MaBd09Y33R92M5V87PchzCPglFlsiXLZJFm45EmLxlkAg77EmYbFWzDCcVxvNXXx8x7xq11gQoGTav3dZIQTdxHIeMZiE0l4AqEiiyRFs8QMmwSOb0F7T65Tjw8q0NNEb9zBU0OsJQLxf4+JEiJUQlc8whq5n4JPjAHoUHX7KPeGRhpuNcyeBPHx6gf6ZAIqQigCf6ZxlMFfnQa9yqVv9MEdt2FsznsuQarZyuuFtXUTYtTo1mGZ3TCKoyu9titMzLKB0ZGaG3t5c9e/Z4PUrgPt899SF66q+eiwuFwlXuv/Odkq83Zqe6WdzT00N3d/ea318qlXj729/uKnS+9a3bXjlzq3DbkC8hxLKyBri2He6G5hrOJpO35Nxsxx2lHSBXtgEby7a9XSufJAj4ZIqGjcBBtxwUWcKwbAzDRpFcQicE5DWDp/pm2BKN8fOv2sOFRweJqDJN0QADMwXATWkvGxZ+n4wcVHlmVqAP5PnK6RyqDDUBhbItkS5aaKZNT30NibBKvmzy5MAsd3XU8OINqw/acxyHv3h8iO/3poj6XUORqVyZv/3BEMnpaTpIsnv3bk+K9UJBMyw+9p0+V4ZRYcT/9LSPX31ZD/dtds9lfu9TV1cXx44dw7IsfD4fzz33HPgjOLZJ2ZAI+qpKd1dvL0uCWOCH9whUE+k3btxIR0cHvqEBxBKbAbbjrIlMX5oq0JcsoCoC3VxpahPe/wUOhumQypWQ8BNQfVgOzJVM1jeE2dYc4fz588zOzrJ///7bfqdqPvHavHnzmsnSmTNnePvb386v//qv8+EPf9j72dmzZ+8Qrzv4scJyc6tpmpw8eZJCocDhw4eXrXJXyZfjOCs+G5phe/0tuq4zOztLMBgkGJIwrCyffLyfVEH3qlxCuBLEQsWcoqjfHP95x3GrRFXDi7vaojzRP0vFlXwBAopEUJXIlEy3WrNs41OlbQGQhYMqC3THnfeDfgXTsilVXGfBlb3FQz5Kpo1mWHz15CSbGyO8aks9bfEAkxX3XkNysB3H7QVzHFpr/PhkgWVDybBojwe8ax4P+SjOaTx/eY5U0fSI1+ICWvXv1W4ygcCnyPTUhxicKaJX+rsOdtfy9n2t7GiNYRgG9+5J8onHL/PNfg3bcZ0LXUWOO0fJkvtd7WiJ8rXTkxwfyWLaV3rWXBdGEMLht161nh/0zfLvxyfc9ZXgBTNbefjCDE0xlc5EiNfv6uCxSynm9NKiVzkYtuATpy0uGEO8ZlsjL9lY513rZwbTDMwU6KkLeeZd8ZCPgZkC3+9N8bZ9bfgVCQdx1XNhWvaCzeCsZvA3T1zm7ETOMzV5KOTjHQfaubun9rpjXOa7/1at3pPJJCdPnsRxHK/PeTkzs6WQy+U4evQoXV1d10W8yuUy73rXu8jlcnznO9+5rUy6XmjcNuRrfHzcW4guljXAtaURnbW3bjG41Hhb0N0StV+R3Iwh3fIGIsehMsi6uvZKrBKKJCgbFrYjOJ/zI0kSkYACAjTDRDNsTzJoO+BTJHyS4PRUiZOTUDYF9X4fCIdsScexHSxHMDpbIB5QiPgVkjmdE6OZNZGv/pkiRy7PUR9WiVbISNgvMziV4ZvnCvzlu/ZSG3/hLcS/eGKC7/emqAkqhMI+HGA6p/OJxwbZ1hKlKXZF5qhpGseOHSMcDrNjxw5kWfZs7HcMDvHMmIZt6IT8PpBk5jSLrkSIPZ0/HGv06elpTp8+zbZt22hpaQHg7p5avnxqkpxmet9D2bRxHHjpptV/nznNwLIdIqpC2jIWuD4tBQfc64JDXUAwnS/jOBpCSDRFVX713lbOnztLNptl//791x2K/UJB0zSOHj1KfX39dRGvCxcu8OCDD/LLv/zLfPjDH/bev3PnTnbu3HkrTvkO7uCHhqUqV9Uw+mAwuKzD8Pz3A9cMHL+ro4bT41my+QKFXJZYLIbkC6DoJQwbHj4zheVAyK+AbrlkTQLhuIv8vH5zVucOUDQsfLYgEVK5d2M9hu1wdiJHtuSaX9iVjK2gKldc+8BYhUbOBnyyhO6AX3bwS1Asm5XQ34r0DXfzbzyjEfa7dvNl0+Yzz44Q8Lm90186OUlYlTEti5E5jZJuu+ZQjkPE76OtJsCxkcxVY5tPkZgtGlcR1fkETAB+BXQTz3DKtNwNvrCqcLAnzm+/egPRipMzuFL2REMTcjhDWE2S1y2PSEm4G5nrEio/ua+di9NFvndxZsk5R5EEsYDM3z45zHi65GaSvcANfobtMDZXZjxT5sjluWVe5X7ugu7w5KVJjg4mObu9lncdXk9NNMzlVBFJiAWuyZIQ+BWZ/qRr2LCvs4ZvnJliOq/TWOmjzpVNHASH112pXn3nfJITo1m6EkECPhnHcRid0/j80TFCeprU+OUbjnFZyup9vplZTU2NJ08Mh8NLzpnVfMzOzk56enrWfA66rvPud7+bqakpHn744RcsD/R2xW1DvqLRKHv37qWubulF5rWkDT31qyFf19csu9yRnIrMUBFuY6zA3a1z/+2KO5DAzRJThI2sKBQNi6GU+4C+aH2Cr56aJF10S/SO4w7MQri7bgOpErpl45NcYpcqGFhBH36/imabWLaNVtaZmp7C51Mp6xLl8tqkGWPpEkXd8gaI6sPpFxa2GsaUfziL7W+fS4JwowCMkktIGqMqk5kyTw7M8hN3uaQln89z7Ngx6uvr2bp1qzdwVG3sf/ct9fzuVy9wZjxDqmTh2AZxFd62HlLTU2va+bkZqDbN7ty5c4GBzL6uOA/ubOZrpyaZzLhZarIQ7Omo4Y27Vx/qt7ExQkhV0AyTsE+meI3EUrmix/fJgpIt4VNV/LKg1i/YEne4dPYkdQFBa2srhUIBVVWvW7Jwq6FpGkeOHCGRSLBly5Y1E6/e3l4eeOABfvZnf5bf//3fv1PluoMfaazm/lUUZYEpRyqV4sSJE7S1ta1q86JKuCzLWpF8vWxjHd87NcSlqSK1sQipssAsauztqKF/wsI0S/gkB6kyl0oVEwRZEl4FZW1Yfr63HSibDiXT4lPPjLC9JcruthhPDcxi2K4tOrjtBku0Xl2FqqGRKgvesqeVMxM5SrqFbtqUMxq25ZIUl3xd8eGThIRlO0QDCn6fzDfPTvF7928iWdA5enmOyaxO2XS8cOSCYfOWzQ20xgMcH81iWFc2bB3HoWxYtMb8nJvIufE1ztUuhTbu2kVVXFtyhCAoCyazZQI+iTfuaiYWuHo+/MLxCZ4ZTLvSQtNmtqBTqmwY/8K+OPVSkaPne3loRFp2s8+wHVIFg3TRRAhRed3NW5etFg4uqTfmxQwth6Ijky/Z/PWzKf7pyAwxv0vai5bkGaZUYVg2NSF3Wb2hIczb9rXy78fGGUwVAYHfJ3HfpjpeUtkcN22bZwfTC/q8hXDlm+fGUvzgbJJ3veLm5mfOt3rfsGEDmqZ58sSBgQFUVV2QKSbLske8Ojo6risf0zAMfv7nf56hoSEeffRRr2ft/2XcNuQrFoutKGW6FvlquKYj4K17wKvKruo44pMEqiJR0i0cQJVBEY5bvbMrLnaVTbytzVHec08n//T0CKmCS+b8ikRzzE9OM9ArJeqwKjGV05EFZMsm9WEVHAchJJoTERprVDL5EmZBQ86M8PTTs16wczQaXXECjYd8qLK7+6bKgrnMHJKQ8AXDBFVlQWaWbtn0TRcQAjY2hm9ZXpZt2wylCqSLV+QwiixoqwmAcBuG4UrP1HwjkMWoC6t8/O07OHI5w/BsiURIYUeDQn5u9po29jcbw8PD9PX1LWiarUISgl+7r4d71tXyZP8shmVzV0cNL91Yt2Jo9WLEQz7evq+Vf3p6BFlyiPkVCrqFYbvWxtYieY0iS5V4BRnddEgX3IDPGVlidM7meb+P3355J6AtyF+rShaWC299oVGteNXW1i4g4avF4OAgDzzwAG9729v46Ec/etsSzDu4g5sJWZbRNA3HcRgeHubSpUts3bp1ybDUpVB9Tlaan03TZOjSWV7fZnDPxh7OTrlZVge74mxqDPEH38zTXAOpgg447gYkrkxNkV1iIwHL1b4k4ZoZTOfn931f+/kvaBZhVeH5y3NYto2NqBA/gYM7z4gKXVppkV7djK0Lq7zvZT34ZImz41lSmRx/8Wg/eUsmEvST1QwyRcM1DnEcCpqB3ydoiwWIh3ykCwZF3ea3X7WBv39ymH9+fpT2kI+mqB8hXOXHN89M8QcPbmFDQ5hL03kifgVZQEazqA2pvGprI08PzqGbOn6fTMmwrupjL1tVuTlIkoNPkYiHfPz0gXYOdtde/QGB711I4pMEIb9CyO9+Vtu2GU5rfL1PI1Oy0E0ful29D5Zec7nn4sz774ezwbXaOmpJtz0yaVqCQgEmC7prIlLSWFevEggEyBkCvyJxd3ctmmHhVyQe3NnM7rYaToxmsGyHzU0RtjRHPPmt7bhyzMWRQvlcBq1Upnvd+ptKvJZCIBCgvb2d9vb2BVmr58+fR9d1ampqyGaztLW1sX79+jUf3zRN3vve93L+/HkeffTRF7x95XbFbUO+roXqBLEc1jdc6wZ9YR5wh6pzkPu0SriDsikEpunu5gVVmfXzKnVv2t3Cga5avnh8nG+dm3ZtXwVkNQuf7BKxYCXwr2zaOLarExdCoAiBbtmMzJWxbYl7t7Tw8y/uoJidY3p6miNHjqAoCo2NjTQ0NHjp6POxrSXKuvow5yayhBzNlaCpIQpFg/t31BFS3YX/45dm+MsnhpjKuhNcWzzAr9/Xw4FlBusbwcMXU+TKVqXfyf3uTMtmJF2iNuRjY2OEZDLJ6dOnvZ6plaBIEnf31HJ3z5Vzdepq6epZh6mXvZ2f3t7ea9rYXw+q+RzVQOLlBlRJCA521y47Aa4W77mnE820+dfnR8lprgVtT12QnGaie7bDDjVBBUVIlE2L1poAA6miu4MrucHhQT+UHB9fvFDgz966A8DLXxsZGeHcuXPEYjHvei0nWbjVKJfLHD16lHg8zrZt29Z8DsPDw9x///08+OCD/Mmf/Mkd4nUHPzaoOuUuh2rP19mzZ5menmb//v0LmvpXc/yVNkdLpRLHjh3D5/Pxqpe4Ekbbtj2HxHTRQJEkEhGVsmWT10xAeBK9qA/yho0iCzTrahJUNeUIqdd+ZheTKMtxSOVdR0AhoDaoUK6MjxJu73ZjZSM0X7YW5UldfeyfPthOTdCtGnUGdXIDfXTURRnLO7TFA1h2gP6ZApOZMg6CoCrRHpGQtByTxTw+VcUs5XDifi5O5wmpMq3zjBeaoiojcxonRjP83us385nnRnhmMI1lw/6uGt51oJ0drVG+eirG9/tSlE37ql6q+T1fkgQ7W2PURVTG0hr/emSMyazGW/e1XlX9ypdNFLkqx7PQTYtMyWSuZDBXMpC94ObqNb7WGPzDI15w9b2wFGQWSvZlQFEkdMtGSII5UzCRt7EyOfxYtNb4+ZPvXCBvClprgrzprmZetaWBzsTShQVVltjaHOGJvlkSYRUhIJvJMpku0FRXw7aOF5aozM9adRyHZDLJmTNnUBSFkZER0um0J0+MxWLXnGcty+J973sfx44d47HHHqOpqekF+iS3P35kyNe1er7qriMzYbVYzUM6H266vCDig5BPYEkKtuOWpAH8ssQrFyWat8UD/Op963jD7mYeu5RiaKZAXp8loEjEK4P5hoYw43Ma6ZJBUJV5YFcz6+tD9M8UwYE9HTW8aH2CkCoTCzXT3NyMbdsL0tEty/Ienvr6ehRFwSdL/Ny+Ov7ooWlSpg/N9BGWbF6xuZ637XPdDc9N5Pif3+6lqFvEgj43h222yEe+cZG/+KldN90x8OtnplBlySWu85LpDdshEVZpUQqcPn2J7du3r/mB1k2bLxyf4KGzU2Q111DiJ/e0cHjvQhv748ePewG8VRv7lWQ1pm3z78cm+NKJCWbyOpubI/zMQbdptre3l4mJCfbv339LAol10+b7fSkuTeWpi6hsbozwvQtJBNBc48exIauZdCZCvHFXEwGfzMHuODVBHz/5N0cIqjKlSv6ZTxLYtttrJvsCRFWZvmSB8YxGWzxILBYjFouxfv16yuUyyWSSmZmZqyQLiUTiBSExVeJVU1NzXcRrfHyc+++/n1e96lX8+Z//+R3idQf/z6GanXj48OHrMtORJGnJ+Xlubo5jx47R2NjoPZtVc47q++oifnZ3xHj8UooNDWEyJZORdJFMRWq+uyvOqdEMWc2kxg+2ZVMyBY6AoCrY0BAhmSszObf85iwsXTmTJTfW2cFVrPh9Mn6fO+eUTZuagEJnIshkVqIpJjg/kV+yYiKAtrif1+90e2ouX77MwMAAO3fupNBg8ddPXGYqV2Ymr1PSTW9RkQj76W6OUiibZNJFdtfJjPSdZ7jXYTSpIBxpAUWpjm2ZosGxkQwl3WJna4w9HTFes63RU0j8xivWkSubnBnPoVtXm6lIwt0UloXgzHiO+oiPeEglVzb5t6PjXEoW+O8PbPF6wsBdX3z3fJKZfJ6iYWPbVyR7iuSamBiWjbEqiegPl3hVz2A+xKKfywJ8sqA8j3ALIUC4100W4PfJ3L+7jW0tMZ4fnOGhs9PYloaCzdlciUuTGWbmcrzj7qVVOQCv3tpI73SB3ukCslUmV9SIRKPct6WRrmVI2wuBYrHI+fPn6ejoYMOGDRiG4a2Njh075q2N6uvrqaurQ1EW0gnbtvmN3/gNnnzySR599FFaW1t/SJ/k9sRtQ75WoytfjZ3tzUSVdEnCtWa91mtF5aEM+iSKukVElXjtzha+dT7JXMHAqTTd+iSJU6MZXrW14SoXu65EiJ+92yUyn3x8kC+dnKSoW647U0XOuLc9xid+ateSieqLMf8B2bJli9doOTAwwJkzZ0gkEvj9fiYnJvjvr99MRq4hUzLoqA3Slbhir/rV05MUyhYNUdX7mV+RSOZ0vnVumv/44u41Xt2VMZ0tE/DJ1IZ8pIsGZdN2bdeBDTWCgb7eJaV714LjOPzpI/1855yb0aYqEsdHMlyYzPOh12zgxRvqFtjYz83NLbCxTyQSXpXH71+Ya/bH3+3nyycnvYn8yOU5To9l+YXdIdb5Cxw4cOCWSBqTuTK/9vkz9CULXpCyadsIB+oiKlG/D1kSGJbNaLpEwCfzhl1uD5lVCZ6eKxnevWhVUk4lIZArjmAOS5t2+P3+ZSULhmEskCcuvl43A7quc/ToUaLRKNu3b18z8ZqcnOT+++/n3nvv5a//+q/vEK87+H8KuVyO/v5+hBAcOnToukNZl8r6WpwNBngVL0mSFjyr79zfxnTWjf6wcTMZowEffkViJK2h+mT8FVOIvG0S9LtS/saAg6rnkAy3L0os4VhYxWLS5BpPuEHD1b9XoUiCku1g2A6tFffBWEAh6HfDkatrg7AqE/TJZMsmGxsjxIM+Ll68yNTUlKdweE2tzemxLF8+OYlu2iiyRMQv4zgwlStj2g71EZV7NtTzyy/pdrMVZ+doGLnI0FgJxdQI+H0oio+yI2HaDs8MpvnCiQlvTH6ib5Zjw1l+53UbUWWJrkSI//O2nfzuV87w0PnZBWYbVYkkuP3UACXdoi0uo1aux6nRLEcuz3F4XS3D6RK2DW/a3cSXT0xQXCJszbTdOccnS8imfc310vXmpd0KSEBTzO8FSuumjWU7WA7Y5qKesMppOlSy24BNTRF2tEb5+KMDRAIqibCK7TgYhsFUtsxnnx2mvjhMa1ODt4k7n6h014X4tZf18O9PXeD8uMbWjc3cu7GRu9fV/tB6jovFIkePHqWlpYUNGzYghEBVVVpaWmhpaVkQ8dPf38/p06epra0lFouhaRrbt2/ngx/8IA8//DCPPvoonZ2dP5TPcTvjtiFf18K1rOYXYuWHebWVrOrrVrORI1UWvY5wKOgmliMoWQ7fPp9krmjQFPWTCPkI+xUs2+GpgTSH+mZ5+ebly8o/c6iD8YzGidEsUzmNYsVhyLId3vPp4xzqruX+nU1sbV5dJWVxo2WhUODSpUuMj48DMDU5QUODybrmBsLhhbkWQzPFSlCkWHA8BAzPLrZpvXFsboownC4RDyq01AQqjcMOyaxG1M5fdwWpL1nk8d4UEb/iOQrGAgqT2TKffX6MF61PeHrsxQG8hUKBZDLpGWZEo1GPiCU1iW+cmcInS55MM+TYzObLfP5Mls//0iFCoVuzi/UnDw/QmywQqljpp4u6N/lNZMqkCgbtcTfo0XYcLk1dCWuRJcFrtzfy6WdG8FW2Q81Kw7kiC6J+hWReZ0tzhLb4ytXlxZKFfD5PMplkbGyM8+fPL7hekUjkhicWXdc5cuQIkUjkuojX9PQ0DzzwAPv27eMf/uEfrnvheQd3cDtjOdnh1NQUp06dorGxkVwud0P3//zNUcdx6Ovr4/Lly142mOM4bq7XEsQLoCHq53dfv4ljwxkms2XiQR97OmOMpcsMzRYplC2e6Evx/OW0K71XJEIBhRndYbzgSt7MiqtwNaD5WgTAwc3jrDidI0mugsAnu+ZWhu0Q9Su8bU8ruZLJxak8flmiLNzFuVwJD85oJkFV5m17Wzhz+hTFYpGDBw96FURVkTjU7fbxhlUFRRYkwioBn8SlqTz1EZUPvmoDm5vcXqCToxn+6olhBuYcNFvicsEhULYpmyVM20EWgnRBpz0eIBZ0+21LusUP+mf5fm+KV25xs9hGJ2d4qn/2qs+8FIq6xWS2TGfFcTsIBakAANAzSURBVM92dJ4cmOXfT0zQO5UnXTQoGZaXY7r0MWxkYbu5X6u4/ldw5V7wCYiqkNEXrrtulhmiXF2nzftZJCBTE/ShKm5k0FzRIF3UkYWEadsLgr0FeHEDiiQR9svsaosxkCxQ0EwaKw7MkhD4VZXGGpmMZpLo7ER18h5RSSQSnqImEAhQTI6wL5bnl+47uGykwwuFYrHIkSNHaGpqYuPGjUvOq/MjfjZt2kSxWGRmZoYnnniCX/mVX6G+vp58Ps8nP/nJBdmwd3AFPzLk61qyw4WTyzUWYcL94CtFIAmu2MKuBlalqqUIMBH4hHBNMQQYFkxmy+TLJhG/gmk7pIsGH/tOL3Mlgwd2NC0o71cRDSj8wYNbeOjMNJ94bICcbVG2bKZzOsm8zmCqyA/6Z/ngqzdwz7rlK0BL5a9Um6uz2SyHDh0iEAiQTCaZnp5mYGCAQCDgGXbU1NTQXhvkzHhuwbGcSv5ZW83Nl3y+ZU8LTw3MkszrRPwKjmOTKeok/A7vefXe65bu9U7n0Qyb2tgVPbsQgmhAYSRdIl00qAtfbSAhhCASiRCJROjp6UHXdZLJJMlkksHBQY7OKpTKDvGgQnVoN3QDVYKMqZA1BLdiSM2UDL7fl8InCRRZYragL5i0hHDlruMZje5EEAFXVUzfeaCNwWSe71+axidB2XHTX8J+hemcTm3Ixy++qMsjpauBEIJoNEo0GmXdunWe7X8ymWRoaAhFURbIE9e68KtWvCKRCDt27FhzxSqVSvGGN7yBrVu38ulPf/oqycQd3MGPKxzHob+/n8HBQXbt2oWiKJw5c+aGjlklX6Zpcvr0abLZLHfffTeRSMSrdi1HvKrwKzKHF81j8aBKRyLA733tAmfHs55ZUMmwKRk2QdkhHFAolB2EBBLu4t/wTB2u9CHN73WqnoFPEq5MznENOwq6Tb5sYVgOQVXivS/uYnNzlA++agNfOjnBIxdnuJxySZDluOcQUmV+/lAbgfQAhiRx4MCBq9xzc2WTkKrQvSgMtz6i4pMltjS5m1GTWY0/+m4fqYo9eSygMDhTJFd280Kbom6eZ77sMDFXxDE0VJ8PVfVh2Q7PX57jlVsamJqa4lOPnaXsSPgV1/FwpZg0SZLIlAxsJ1gxOnF45OIMlmWTK1sUdMvLoFoODgvXVJKAxqif2YLuVdiuhfe8qIN37Izz+LlRvndpjsGMxURR4mZpnhafhiRc4jkwU0CRBaos0ZkIEVRlZgsGsiPAcOX4CJeQC9xeLb8i8a4D7TRE/CRzupftqkhX5jLDcvBJEi0NCdrirR5Rqa4dLl26hKIo2LbNtm3bbqnZ12pQKpU4evQoTU1NbNq0adUbmqFQiM7OTt7xjndw9uxZvvWtb/GiF72I3/qt3+J973sf/+2//Tf+83/+z7f47H+08COz4lhJdmiaJqdOnVrVcQQQ9MnUR1TG0qUlH8bqzogEqD4J23auOXgowk15jwZ9FMoWCEFNUOHyrOaFNOfLJpmS6coTJUFOM/m7Jy8zOFPkN19xRRNcNi2GUiVUWaK7Lsjp8ayXGyYLgaoKLMetgKWLBv/49AgHu+NXOQ8eHZ7j80fHuTCZpyakcP/2Jn7irhZk4XDq1ClKpdKCHbq2tjba2tqwLItUKsX09DQnTpxACMGOSJxHZEjldWpCPhzHXfhHAgqv3d64+HLcMHa2xfj9Bzbzt08OczlVxDB0tiYE//UNe2itu373n7AquzJS2/Gah8EdJN2dr9Ut4lVVXXC95o4MQt8oZd1AGG62FgIkRUGqpNrfChQrk2JVVmjYlbiDeQ6cknDzwqZzbpP3xek8H/n6BV69tZF71idQsHmwOcdd0RDE25gtGEzlyswWDdbXh7l/RyPr6m+MOlZt/1tbW7Ft25MnXrx4cYGcs76+/po5YlXiFQqFrot4pdNp3vjGN9Ld3c2//uu/vqAxA3dwBz9MmKbJmTNnyGQy3H333USjUTKZzA1L+mVZplQq8dxzzyHLspcNZtu2d+yViNdKeG5ojrMTeQq6hSIJr3oBoNuCgC0I+SUkSZArmRWzq4XqF1HJoqpWx4RwpYV+n0xEFpiWK1v0yQLNdHu293XE6ajkhzZE/fzSvd383OFORtJF/ux7A5wYy2I7EPJJfP34ZULbo7z9vj1LjketNQF3HDYs/JW5wHEccprFga4rbsTf751lJu9WtSRR7UGT3IqTEOTKDrYtkGWwkLAlH45jkc8X0MswM5Pi3DmDiYkJZkQNsUCZrGYS8kmYJXOB9FIIUIRLPk3bDUm2bZtkXsfBnTPiQYXpvI5PFsgSC/qfVoKAyhpBX9HsZT4UCdrjIY4lbfZt38gbXhTgNf/nKSyqiqcblyf6JCo9ae5xgopAklwpp2bYyEKiNuSjMaqSi5oUdLc/saRb7OusZWCmQF436akL8eDOZl5Wyd/c0hyhpz7EhckczTE/PlmibNqkSwb3rEssUI2EQiG6urro7Ozk7NmzzMzMkEgkuHDhAhcuXFjQY/5CbgqWSiWOHDlCQ0PDmohXFY7j8Id/+Id89rOf5dFHH2X79u3Yts3x48fvRLYsgduGfF1vz1exWOTYsWOr7ieRJDjUXcvYXAm/4g5qTsVaNuxz8ymCqkxWM2iKBWiNB8iWTPqn81QzHherlSVc4uUgSBfNStq7YCxTRq94vFYXxNVBCaClJoBfkfhBf4rX72hiS7NrkvAvz40yk9eRJMG6uhB9yQKKLGHabgMoQiDhYDruJDGe0RhKldjQcGWB/MzgLL/7tYvkyxYRv0xhzuSvn7hM31SOV9bNoSiKt0PnOA65solfkfArMrIs09jYSGNj44K+pzd0zvHNIYtU1kSSJIKqQlciyOeOjHF4XYKXbEzcVOv5w+sS7GkL88jTx/D7wrz00J4bHoz2d8dpiPiZzpVpjPqRJYFmWBR1k1duaSasrv34sizzmru6+ZvnZpgr6vixvKDOommwt8lHdmYCtb7+pu9sNUb9tNT4GZktVUI4AXFll1c4VxYqWc11j/z2uSQAnz82QXuNn9/cDU01QX7iwO4XpOdJkiTq6uqoq6vDcRxPzjkxMcGFCxeIRCIeEVvsqGQYBseOHSMUCrFz5841n282m+XNb34zTU1NfP7zn79tbPLv4A5uFarPT6lU4vjx4x45qt77N6Of2rZt+vr6aGpq8iTAi401rheTWZdACOFujumm22NUbQmQJMH6+rC7gA5bpIsGk9myNzcjqtLL6vDoEJQFjVGZ2nCAukiAsTkNBDiOSSwQIBFSmcyV+bNHBvjVl/Wwu93d8JvKlvn4I4M8OZBGElATkFGdMnlb4euX4RUFg8bo1WuRu9pr2NIc4fRYjkTYh0+WSBV0wqrMa7Y1eK9L5suV3nD3OzMsh6xm4uBuGFq2jW45WI4DkoMtJEKhAJph4nd01kUsxsbGXAMUXcMnuUqHfNnEmddvIYBwZaPRMlxJvxASQ7MlrEp1p2S4jriuK+KadISerK9krP49pg1/8M2LKLKEIgsawirT+fmtJjfeJ2bb7lqvOieWLQep0qvokyVsHMqGjSorxAI+YgEfWc1AkSV+6cVdy0rvJSH4wCvW8z8eusRI2m3DEAK2NkX4Ty/tvur1juNw7tw55ubmuPvuuwkEAkv2Uc2XJ16PEc5qUa141dfXryrbbzEcx+F//+//zV/91V/xyCOPsH37dsB97vft23crTvlHHrcN+YKVLXGXkh2m02mOHTtGS0sLW7ZsQf3GI+grSQkF9CRC/O+f3M6nnxnhH54c8ixRHQc00zXJaI5I2I6b7m5b7ogtSRLCtj3ZgndMXB1xLOhjrmTi4A5cAUWiWLYqO0puSOT821kWgkTIhxCu1e6l6Tz5ssmfPzaIYdnUhlwZwZnxLBnNJKIuUTmpbOGJyvEA5koGUxmND3/1AtOVXDDdson6ZYKKxHfPTXDX4Tj3H3QX2s8MpvnckTGGUkVUxQ0AfNfBds9mdnHf07vSGR45M8q/npwhWdA4P6ZzcSLL45dmODrcyG++Yj2ytPZBcSlULYrbE9HrqnAshbCq8J9ftZ6PfaePqVzZzY8Rgt3tNfyHw9ffFBrxK/zWK7r4va9doGgJFFnGEbC+wc8vv6jekxiEw2Gv72k1Vq3XgiwJ3n2og9//xkWKJXeiqj5CQZ+ELAm3rwHXwWvx4zH6/7P35vFx1fX+//Mss2ay783Sfd+T0gUQAZGtLS0g6nUBRFQERdxx+6FXxevlfhERFfS6gQtCWyhYZG8LZS1Juq9p0rRZJ9tk9jnr748zc5o0SZumSVuveT0e3Gsnk8nnzJw5n/N6v1/v16snwb3vCrzylSVnxWxiIDlnylHpyJEjiKLYh4ht27YNt9s9LOIVDoe57rrryMjIYN26dSftsI1hDP9X0N3dTU1NDYWFhcycObPPdydFvgaSpw8FLS0tBINB8vPzmTPHiqMYisxwqMj0yGi6lUGpKFa+kiQmi5mCQHGmm1yfk4bOKHNK0vnE4lLufGIXzYE4pml1uAzTRE0GJnudEtPyXHgEnUQ8RECJ0BOTMBCYWphOttcipaZpUt8Z5R8725hXkkFnROWnL9ay9XC39b6J0BVR8Dglpham4Q8pvHGoi2sXFPc7Bqcscuclk3iyupm367po6UlgYlKUNHpQNANnMt9TEJIkQRQIxFSbKMiSiFMWkUWDUMLKQAvGNbvAOyNHZGamxuJFywCoN+s4tK0Ln2jgdkt0xgRimvUeyJKAalh/RxBgfLaHOeMyeO9IwFJRaFacjaIZyVDm5FzFiE1fDQzVANUwQIVQ/ESz5MM5p0x0hD6H4JRFPA6JNKeMoltksz2cwCFZ818xVacjrHD+pBzGZZ64wD8xz8tDH53LO/XddIQVxmW6WTQ+q99IiWma7N69m56eHhYtWmTvQwPNUfWWJ6alpdlEbKQicOBYPmZubi4zZswYFvF68MEHeeCBB3jxxReZP3/+iKzr/zrOKfJ1IhxvuNHY2MjevXuZPn267aSS5pZRYoObchRnuPjByplEFcvNpyzbQ0w1aQwkqz2CgNchEowo5Dt0GkMarYEYYrI1b2K1xgWSOvEU1RIFgjEN3TDJTXOiGSaKZtikyzBNfE6RhG7ajocZHkuOphsmqmawtSFArT9Cd1Rlcn6aba3udkiEWkKEFB1Mk7hq4pIt2aEkCGi6wcwiH5II3//HfqqPBmgLJggndBySJVvQDZNAVCUhmUiSiOYrQhRF3msI8JMXDhJJaGS4HcQUnTU1LRzujPHjVTP6dbEEQSA/JwvVHSZsBCnLc4ChoSoqoUScDdsamZqW4NI5ZScNdj4ZQqEQ1dXVFBYWDqsScyJUlmfxm4/P541DXfTEVCbkejlvfBYO6cQ38wf9YdZta2FPS4icNCeXzyzgiln5iIJANBrF1XWIey/NpcHIpitifY6XTs+zDTgGsmpNEYuT2dgPBtM02XywE1EUkE2LYKUQV41Bt8re22hn3OTFve0sn1t0yn9/pHG8o1Jvt8lYLIbD4WDcuHEkEolTqgRGIhE+9KEP4XA4ePrpp0e1ijiGMZxLaGxsZNeuXX32yt5IXXd0XT8lZUHKWOPw4cNkZ2fb2YUnMtYYDpZNzCHNJRGIqPhcIh6nRCJJStyygFu2ukiiIHDx1DzKc7yMy3TTEohjcGxkwCkJLCjNIKzouF0OMj0ypmniD8Ywo3EMXSPe00VAceN2u3C5XGR7nRzujBJO6LxW28nRrhiSKKDrBhgGXpdMQofuiGrN1gYGJwy5aU7+Y1EJ+9vCtIUUXLJIQ2eUhzbVU3O0h7suncRFU3JZv72Nxp44uWlOgjHVphmpzFATEUEwSHNKXDApB4cE46QQc7N0Fi9abN/Mf+L9s2lRDvF2fRe6qpLmsCTqlottMtxXElhYmsm3r5zKvS/UIosi4zJdJHSTuBompuoYgKoBycLy6NKvkcBAXbGBO2UJ1aA0y4MsibSHEqyaV0R7OMEBfwRNt5RF80oyuPXC8iGdyx6HxMXTBjdRMwyD3bt3EwqFWLRo0QkVWyl54vjx4+17h46ODrZt2wYwIvLEeDzOe++9R05OzrCJ18MPP8xPf/pTnn/+eRYtWjSsdfw74l+KfKUckw4ePEhTUxMVFRXk5ubaz/E6BLpPUCxJd8kE4yrPbg/Q3BPDNE2CcRWHLCLoVhihIDm4buE4Nh/wk0scRdWIqgYOUUBHwMS68ApJ4iUl57dSDjgJTWdKvg9/KEF3TEXQkx23PC/hhE5zTwIwyfFadqQH/BEiCY136rtpDysYpkldR4SJuV67g5Ry3NENa3BWU0wkwTLkKMp08/HzSrnnH/s53BnF5ZAsNyhSc0wmomCCaRA3BNKdMmlJw4UnqpuJJDRKMt32l86r6mxvDFJzpGfQ8OQ367qQRRG3QwZk3C43aT6To10RahpDZMTfw+Fw2IYdWVlZJ+xSmKbJG4e62LC7DX9QYVK2zATacWYV4I+mEz7SQ0V55ikZPpwMWR4Hy+cMPR9sR1OQ7z27j0BUxSWLHOmKsaMpSF1HhJsq86mqqqKoqIhp06Zx0SDrdDgcFBUdy187FRv7pkAcVTcoy/b06SzubgnxVl0XIuB2iDhEq3vcE9f7bDfHb5jmcf+76kjPOUG+eiPVdc3IyKCnpwe3201ubi5+v79PFzEvL++ElcBYLMZHP/pRdF3n+eefx+fzneEjGcMYzh5cLle/vbI3Ujdup0K+dF1n586d9uxYQ0MDmqaNOPECUEOdvL8gwfONMjEdZFPHJUuohuVM2BPXyHTLXDO/iPdNyWVLbSeBqEpJlodg3CJFJpZJwn+cV0pLMMELe/zUd6oAeJ0yF88oYmdzD5lpDjQ1TjAYRNcNoqaDDK8LwdTZ3RIkEFOJKhqKbhVhHYaBYcKR7hgm8NT2VjqjKp+5YDzFAxhRvbS3nYP+CONzPHaxL5LQeLOui4um5LJkYjbfunIKD7/WwOGuKIpuWdNnuWWiqmW4JWJZ5J8/KYcfrZhiS0nnz6/oM7/qdkjcfcUU3msIsKclhEMSmV7gYd/RDrYd7UZX4szJFbhgqovO7gCtwQQ5aQ5L3ikLjM/1cKQrRkTRk7JEAZcsENcGdzw8N3C8PPH4x45BN+GgP0KmR2ZqgY9PLiklO83BzqYQHWGFgnQnc8ZljIiaxzAMdu3aRSQSobKy8pSiV46/dxgJeWKq45Wdnc3MmTOHRbx+//vf84Mf/IDnnnuOpUuXntLv/7vjnCJfJ5Idpqpz1dXVxONxli5d2s+S09o41EFfv74zys9eOYSiGXalzOUQyfY40AyTnpgCmLgcAlHNZHZJtq1dTyQS1LZHGO9V8ToEqjpFREnGRCCS0O2ZrnBcJxBTmVaQhqob1HVE6YyqdEe1pEuOgCiIxFSdug6VSEIjN81yNQrEVGKKQU9MpT2sUJThoqUnTkI3KUp3keaS6YmpBOMablnk5mXlrJhbyLuHAzR0xUhzygTjGoZpdeg0A+KKjjPZ8VJ0q+O2ZGIWqm5Q64/gc8l9vnQeh0RXVKWuMzoo+RoIVjVNorioiPdfUEZXVxdtfj8vvr0DRTeZU55HSVHBgFWaP719lP9944glizMNqht0dAQcUgeiYHV1Zhelc9/1swZ0IhxtmKbJn94+QiCqUpzhOhZ0GVN5ZnsLeZHDLJpezqRJgwcpHo+T2dhnZGSQn59PgDTu39zInpYQYM0JfuUDk+2Igj++dZRQQu+bUSNZRQEtOeMgJzusJ+qCFaSfm7NPmqZRXV2NLMvMnz8fSZKYOHFiny5iaqC3dxcxdY4lEgk+/vGPEw6HefHFF0cl4HoMYziXUVBQcMKYFkEQ7H1uKIjH41RXV/cx1pAkiZ6eHkKh0IjESEBS9ldfT0NDA1+8Yh5LWg3+9l4TgahKmktiRpGPReOzyHDJTCk4FoVRdbQHQRCYWZxOTNWJqzpOSaQtlKC+M8pnLhjPsonZ7Gq2rqlzxqVTnOHiu8/upzUYpzw7g/SMDILRBF1dUeZ7E7yx5XWqah0EokYfM6PeRlzpLgmfS2bzwU6ae+L87ENz+hktbW0I4JTEPiqLNJdlarGrJcSSidnMLErnZzfMpr4jyq7mEL/Z0oAsQkmWm7iqE9cs970PTs9m69attuPrQMoJhySybFJOHxfJJZPyuAn6GB811NcRi2qIugPR68TpcJLhdjA5T8AfVvhoZQk+l8SamhYO+MO2cUnqfej1qXG2w5P748TrSY2SfOPyyeQn5/UWlg3f1GsgGIbBzp07iUajVFZWntas8UjIExOJBFVVVWRlZdnh56cC0zR57LHH+Pa3v82zzz7LhRdeOOzjGQpee+017rvvPqqqqmhpaeGpp55i9erVgz5/3bp1/PrXv2bbtm0kEglmz57N97//fa644opRXeep4JwiXydCPG6l15umydKlSwd0KCvJctFwgswpAZOidCedUZUj3Toeh0i6ZL0FVpq5ZWpxoC2CJBzLtJIkCbfbjVOK4XY5uPX8Uo681EQ4rtKtCJZrkiwSxiChmbT2xClMmjk4JIGLpuSwsCwT3YAZhWmYwJGuODubg7xT342i6dR3KkmJIvZrZLglWoMJHJJIcaYbhySSm+ZEN0xaeuKUZrspznRzsD1MIKrSbiQwjguZ1E3QTBEjadbx5Q9MIsNtmWykuyXaQ0qf90hPWj1muAc/Nc6flMOBtjCKbtjBvOGEhiyJVJRnIkkSnbqHX+7QONThQtcMMo4EuaQ4wOxMpU+Hpzth8se3jwKQ7hRIJHTiJF2pBJPcNBlVN9nZHOS/XjjIfdfNPum5MtIIJTT2tYZJP46oemVoCiSIeAqYPHnysF//+LmnRCJBR0cHB4+28a1N9UQ1y2lKFEQau2N886k9/PKjc+kIK7yyvwNIbnlJTYjW64Yg5eyVksAOBI9DPOe6XmARr5qamj7EK4WTVQL/8Ic/MGPGDLZv347f7+fll1+2ZVFjGMMYjkFIFs6GQr56enqorq4mNzeXOXPm2KStuLiYaDTK1q1bcblcFBYWntZsimEY7Nmzh+7ubjvTcXk+fGBGHo2BOB6HxLhM14CvreoGqYc9DskmQEIy0FgQBKYW+Jha0LcD/unzy/ntGw00dEUBq4h14bRCPn/RBHY1+Inv3G/NUBsmEsng+eTvioIVaJ/tdeBzSdS1R3mrrrtfjqckWpqZgdC7uSIKApPz05iU5yUYV1lT3YI/pIBgdb0+MDULd9dBcouKhi3L7218NG3aNDZ37WBXcxCZGBEjgihLBBIiE/LTuHFZGc2BOL9/6yhOWULUTVKjTIZpvee6abkxp4xQzg2c6H05RhQ13eT12i5mF2eM+AoMw2D79u0kEonTJl4D4WTyxOOLkinilZmZOWzi9fjjj/O1r32NdevWcfHFF4/o8QyESCTC/PnzueWWW7juuutO+vzXXnuND37wg9x7771kZWXxhz/8gZUrV/LOO++wcOHCUV/vUPAvQb46Oztty/OZM2cOag19/uQ83qwLDPo6boeMz+3A6RDZ3xYhrhokNMOygNWtgVevUyTDI6Obpj30qus6XV1daIbA0lkTmTOtjEV1Oht2tQE6DhE0TUc0sQ0uatsjZHkdzCzO4GuXTe4nQbhgMqhvG2w+2ElM1XFJIi7ZsneNqQZR1aC1J4FTFslPZoGkIAqAYNmMA+xuDg0qBRAFyPY6MIFPLC7h0mmWs5IgCFwxq4A/vHmEUMIy9NBNaAslyPU5WDZx8NywlXMLefdwN3tbQpAUYEqiwGUz8qksz6IzovD//WMfbcEEmR4HklOiJ6bxXJODBbOmkOWK2x2eXWEvkbhKulNAVQ1EhxNNsXTuumFimgJOWUA3rWDqlEvhmYQkCsnz4NiOomoq4WgUh+yguCD/BL996nC5XJSUlPDPwxpxI4RbtqYLTcNAAmKqzi2PbbPdu1I4kaNv8pTpZxbjcYh884qptqXyuYIU8RJFsR/xOh7HVwIjkQhvvfUWTz31FAcOHGDatGn893//NytWrOCCCy4Ys70dw78VhnK+Hz9TPRBaW1vZuXMnU6ZMYcKECcAxYw2fz8eCBQv6xJSk5HAp+Xl2dvaQTHIURWH79u0YhsHixYv7yLPcDqmPq+9AmF+aydbDARKagSvJEGKqjiAIfW6uI4pVVNN0k2mFacwtyeCHK2ew7WgPEUWnJMvN7HHpJGIx3ttTi8shkSfLtPRYRk1mMktMQMApCUQTGma6ZTNugu161xtLJ2azqzlIXNVxJ0lhT8ySsi8o7V8cEgSBTy4pY9mkHN5rCGCYJhPSId58kInjJzBhwoQRuZ6JosgXLp3Cj/95gNZgAgMTPaGTLpssSeuieuu7tJsZKJqOU7JmzQXBem8F0xrI8DpEezwknBipZK7BMZik/lRfQRLA0DXe2HOEK8sssuL1ekfkfdV1nR07dqAoCpWVlaMea3KyomRWVhaRSISMjAzblfRUsW7dOu68806eeOIJLr/88lE4iv646qqruOqqq4b8/AceeKDPv++9917Wr1/Ps88+O0a+hoojR46wf/9+Zs6cyYEDBzCMwfXGH6oYx0Mb6wYlIhNyPbgcIg5ZIMMtE06oGKbVbUp3yuT6rDmsTLcDpyxysD1CrlckHAoTNWXGF2Zw8fQCBEHghopxvLC3nZhqoCFgALJskuOE7qiBrijkZcIl493kp/V9m+OqzqaDnWxt6CYY1xAxEWQrayLRa+2qYTIu00040deJKqroOCSRKfmWtHFva3jQ98QwLfJw6wXlXL9wXJ+fXb+wmIauWNJ4wsofK/A5+fIHJpPlHfwikelx8ONrZvLK/nbeqe+mJZjAIYqYmGxv7OFQe6SPlTtAvs+SfTy/P8C9q2baHZ7mtw9hmG1omoEoCqiaPuDVVBYFEppJZ0SxyVdc1WkLJcjyOMj0jN5FLc0ps2xiNi/saSfNKWEaOpFolAQOstNcLJ6QNSp/96A/gmmaiEniYYoQS2i9qoqDSzxkUaA82019Z8zuhAmC5cIpAPNKMlg0PpvlcwsYn3N2gx2Ph67rbNu2DVEUWbBgwSkbkbhcLurq6hBFkf3797N9+3aeffZZvvjFL1JdXT1Kqx7DGP51MZCbcAqmaVJXV0ddXR3z58+noKDAnr8+fr7r+JiS7u5u/H4/u3btwjRN8vLyKCgoGNRgKBKJUFNTQ3p6+qBSupPhfZNzeKe+m51NQSRRBCxr9vPGZ7F0YhYA7zUEeOydoxbRMK0C5ar5RVw9u4D39zJM6O7uZvv27ZQW5JERUHBqOj1xDVeyGNpj54qBqqgEAoHkeymQ5el/e/WBGXlUHw1QcyRo/55DErl8Vj7zSwfvukzJT2NKfhqtra3s3r2bmTNnMm7cuEGfPxxML/Rx/4fmsPlgJy09cfLTnVw0JZc8r0RHRwdaYxuCrmBqlju0qhtIAqg6IAiMy/Jy1yUTqeuM8kRVM02B+Kiac4zEawtAlteBqhsUZ/vo7u7m0KFDuN1u8vPzkX3Z1PWYOCSRheWZtgv0UKDrOtu3b0fTNCoqKs54nuTxRcmenh67G9bZ2cnbb799yu6JzzzzDLfddht/+ctfWL58+SgfwcjBMAxCoRA5OYM3Fc40ziny1fvDNwyDffv20drayqJFi8jOzubQoUMnrM71xDQm5XmpbQ/3S3NPc1rJ5WC19DM8MoIAJZlu0twSpmHS0BVDFERe2d9OQjUIxRQiEZX8DA9Ly3L4SGWJrSufVuhj5bxCntneaqWdO0TSnBLNgRgaAm63g+awwS9fP0L1/sOsmmNtOulZOTywsYF3G7otImmaqKZlGXt8JyOmGnRHVRySQGMgjs8lo+pWt+7CyTnMLclgT0sIJdm9G6jV73WI+FwyK+cV9XPzc8kSd18+hf1tEQ62h/E6JRaPzyb9OMmhaVqblyyK1kbcEaU9rDAhx8OT1S00dEYxTNjTEuSfu9uZlOvBTJK+3p+tUxJtSUcgpqKoBuWuOG4JVEHG5xAx1aRdOlYgIqYBphVY6HPKlGd7MEyTv21t4onqZoJxDackcOn0PG6/aGK/tZ8KVN2aBcxwO2yHwhQ+tayc2vYotW1BVFXD4XCQ7nFw+/sn2FLQqiMB6juj5KY5OX9STr/XOBESms5Lezt453A3Dkngwsm55Pmc9hykIAgkNOO4z3jw3JPybDePfaqCz/55G/vaIgiAQxZxySIXTsnlRytn9LPAPReg6zo1NTUAwyJeuq5z++23U1NTw+bNmykuLmbq1Kl86EMfGo3lnrIWHWDTpk185StfYffu3ZSVlfHd736Xm2++eVTWN4YxDAWDyQ51XWfXrl10d3fbocypbtfJjDV6y9pmzJhBT0+PbZajKAq5ubkUFBSQl5eHw+Ggq6vLIjqlpUyZMmXYnYc0l8xXL5vM5oOd1BzpQRBg0fgsLpqai0uWaO6J89stDQTjKiXJMOOOsMLftjZRmO5i0fgsAJvoOPIn0BmSCSVaCSRntyXJsix3ymLS0EMgJ8ODS4a2UByfZEDrXnYI7fYxyrJMmlPm7sun8mZdN7tbgjglkYqyTCrKs05qKHXkyBFqa2uZN28e+fkjq7ZIIc/n5PqFllW+kbTmFwTBdqC9IVrH41ubcGHNnqmmZTyS65G48+LxXDojn0uTr/P/PbuPc9mbQwRy0ixVkEMSuf68iSycmG13b//6zhGe3ttEVLfuZbK8Dr548SSunts/SuB4pAqIhmFQUVFxRsOSB4KiKOzZs4fs7GzmzJljH+OJ5InH47nnnuPTn/40f/zjH0+6x51r+J//+R/C4TAf/vCHz/ZSbJxT5CuFlOwgkUiwdOlSO5j2RNU5gM6Igtsh8f6peexqCdIdURGTroSaAc2BOBkeme6kccI1c4vY7w/THVGJq9ZGUprlpsDnJBgOgaLhSffy5Q9OY8mE7H6bwQ0Lx7G3JURnWCUnzWFZ0ioGWR4H04vScUgi7eEE++IGlwtuGhoaeOv13WxudJCf7iIzzYOiWyGSvQ0RUpxFN0wiCY2pBT6mFKSxrzVMhtvJZTPzuX5hMaJgGSm4khtAClatz/ovzS0nX0cfMEBYEARmFPmYUdTfAU43TJ7e3sr67S10RBQK012ouklLMI6qW6nvmmEwLtODUxbQdJO2YIJ3DgcgWRnL87lsEqJoBpkeB99ev5fqIwHiiQRlPpHVC0t4ZqefkGJimlaOiWZY+vFoQkU1rADIq+dm4BQt4vXI6w2IoiWbU3STZ3a00RVR+a/Vw3Ptefy9Zv709lG6opYF8PI5hXzx4om2M2RxppuvLsngHzXdmOlFFGT5uHhaLpPy0uiKKHz3mX3saA6i6yaiYD3/P1fOYFbxyQ0eoorOV9fupupIAMO0KNSGnW0snpCFLApWvIADO89lYPQ95mg0RsOBPXxmUpiWKXkcjlndwmWTsrl4Wp49q3cuIbVhmaZJRUXFKRMvwzD40pe+xNtvv83GjRspLj75Jnm6OFUten19PcuXL7erh6+88gq33norxcXF59Qw8Bj+vTAQ+UokElRXVyMIgh3KbBiG/bxTcTQUBIGsrCyysrKYOnUq4XAYv9/P4cOH2b17N2lpaUQiEaZOncr48eNP+3h8LpnlcwoHdLR993A3nVGFSbnHpGWFGS7qOqK8XttJZXkmDQ0N1NXVEUqfwNM1QUIJDbAKYIpmomgakijgc4mAhKqbRFUdVReYmJ/BXZdOYmKGgN/vp76+nl27dpGTk0NBQQH5+flcOj2v3zzYYEhZ+jc1NVFZWTlqs6umaXK0O86Oph62HOpif5s153zl7AKuX1iMS5b4zIUTSHPKPLG1gZ6YidvlYG6+kytLFGjaSXWsifz8fCZle8n1OumOqcm93JLFa2dpFix1lsqSgIhllOJxWp+b2yHxqWVltoJFkiTqIg6eOaQgOJwUpomoqkYgovCT5/aS6Gxk0eQi8vPzB8yKTEnmBUFg4cKFwyJehmnydn03r9d20RFOMCHXyyXT8oZ0P3E8FEWhqqoKr9dr56WKojgk90SA8vJyXn75ZW6++WZ++9vfcsMNN5zyGs4m/vrXv/KDH/yA9evXU1BQcLaXY+OcI1/hcJjq6mp8Ph9Lly7tc+KebCg4x+vA4xCp64ySUE1y0pzIokgwrpJQdWKqjtdpuSRdPbuQReOzbOfDv25t5J3DAQrSnQQCPSiJBDlZ6RzqiPOzV+q4ZFoel0zPY3rhMZIyIdfL1y6bwt+rmjjQFiGi6OR4nUwtSLO7TLlpTva3hfnLXoWY6qa1xySuq6ApdHZGSRclgrJAKJkOnSJeTknE65SIKBo9MZX/XDHdHmjtveFNK/RRmC4RjqukLjEp4iWLlhlIQbqLnDQHh9ojbD7YSSCmMjHXyyXT88g6gVzvt2808Ph7TZZLoyxSc7QHzTDJ9jrI8ToIRFV00yQQU8n3OfGHEkRVPRl+aXUiI4pOaZabhGbNhTV0RtkR05BNFVEUORwRCRzq5u7Lp7C9KUh7WGFKnpeuqMqrBzqJqzp5TonLJ3tYmhnkpVc38+geB4YhkO11IYoCbgfIos67hwPsawszs+jULlB/2drEA6/UYWLJC+KqwZPVzbT0JHjgBsvg49ChQ7Q3N/L5qyrJyOgrD/n5xjrequvCyuM2ERGo64jw/X/s48+fqjxph+np7S1UHQngcUj2eZPQrOO5oXIc67e3EklopySzCGoC/vYOnA6ZUr2d+SW5ycpW5jlLvFJzHgsXLhwW8fra177Gq6++yqZNmygrKxullfbFqWrRH374YSZOnMj/+3//D4CZM2eyZcsWfvazn42RrzGMCoZCkGRZ7qMqCQaDVFdXk5OTw+zZsxFF0ZYZptwRh9uZEgSB9PR00tPTmTRpEnv37qWlpQWv18vBgwfx+/22dHE08viCMQ3M/u+L2yHSHlbYv38/bW1tTJ2zgB+9dBTNMJmcnDOblOdlX2uI4kw3C0oz8TglZhWlU5bjoa4jitchMr80077mZ2RkMGXKFKLRKH6/n5aWFtvNNkXEjndt7o3exiPnnXfeCZ97OjjoD/PbLQ1sawziDyUA694lpuj87o0j1HVE+c6VUxExWeDtZsJCkYkzKijM9uGSrWt1NBqlze/n+R1HWX8gRntYtA1JTBNEEcTkJnamG2Im1mxXSZYbkkqjD1eOozTbw9KJ2Yw7bib/n7vaUHXDdj90OGQ8HhN/MMHObpmytjb279+Pz+ezzcPS09Nt5cZwJfMpbNjZxtptLRgGeJ0ibx7qZmdTiM9cWE5ledaQX0dVVaqrq/F6vcydO3fAmcvB3BMbGxtZsWIFRUVFBAIBvvzlL59TnaOh4PHHH+fWW2/lySef5LLLLjvby+mDc4p8dXR0UFVVRXl5OVOnTu13cTwZ+Rqf46Es28OOpiAep4gsWh0hSRQozfZQnuPhW1dMJdfntFv8TtlyEoypBrIAnZ1dACjOdBo64kQVna6Iwsv729naEOCO90+gotfJP6s4ne8vn05TIM7dT++xgpp7yc0CUZWOsIKmhyjIcNET0wgpBkHTQ1luBoqiIAhx9nVaHToRcDlE3LKEiYlhWJpkQRCQB9js2luauCg3TiThpC2soiXdDiXRcix0SiIfWTSOjfs7+cWmOnsQVgCe2dHKD1fOoDRptqDoBu81BOiKqKS5RNZvb8Upi2R5HMRSpAqIKDp5aU4EAQTTcjp0O0RiqvVeGyZkeWTiqkFM1WkNJijP8TCtwMebh7pIE1Wcsozb4wFMWoMJ9rVF+PaV0+zj6o4qTMxNo77Tyjy7cnYheT4nB1u6ie3ciUMwiEQiiKKILMs4JYmQptPQFTsl8qVoBn96+ygmpt3lSj3+Zn0Xe1pCSMFm/H7/gJtfIKby3C4/SrLjJQhW1UrXobY9wntHAiwozWTdthZeO9gJwKXT81g9v8geuH55XwemSR9ZqEuWiKsGobjG819Yyh/eOsLDrzcM+bgSqsnEyZOZMnGCbWPf1NTE3r17bRv71MZ/tg0ojtfGn2ql0DAMvvWtb7FhwwY2btxomwGci3jrrbf6bQJXXHEFd91119lZ0BjGQN+9ta2tjR07djBp0iQmTZoE0Id4DcU0YyhISRpDoZAdHROPx2lvb8fv93Pw4EF8Pp9NxEYqn684040ggJbM0AKr6xNVdNxKgK4uk8WLF7OtJUZXVLHHFQBkSaQk24tumHxyaVmf4uWJTIu8Xi8TJlgGGYlEwrYGr62txev12kQsIyPDvh5rmmabNRxvPDKS6Iwo/Pj5gzQHYoQSx/IhAzGVCblejGQO587GAKq/Dk3TWLbkPJxOJ6pucKg9giwJOESBn77Zw9YGlZja+xyx7m10A8ZnOnnf9Dye2taKLFqRO73t+kcCAseyV3uTPMO0zE10A8pzPHz+ogn9RjFSaAkm+slABUFAEAVUyc2iRTNRVZWOjg7Lqr+hwSZaLpfrpCZRJ0JXROGFPe24ZZHCDOszL0g3OdwZ49mdbSwozRxS7piqqlRVVeF2uwclXgOht3viX//6V+655x6Kior41a9+xSOPPMJHPvIRfvGLXwzr2M4k/va3v3HLLbfw+OOPn5PzaecU+TJNk1mzZg06SHp8da7375mmiWEYXDg5m00HO8AUiKmWMcX4HC/5PifhhI5umgNqq8dnymzZGyIty4EvI5Pao0FMTFwOi5wVZVg29mtrWph/3MkvCBa5WzIhm5f2tZPplpElEcOwLkwmMCXfi8shIQD7WsO0BS1DCo/bgyk68YWDJHRrBkzXdWKGgZ6szi2b2D9vyzRNDhw4QEtLC5++opIPhGD99hbeONRNRLE6fBPzvNxQMY6Ksgw+85cdxFXDtufVDOvL/Ie3jvC9q6dT3xHlR/88wOGuKIZhzXiF4jrlOdaGounWhUwSQddNVMPE65QIxTUMwySuJi9zZlJL7XXidoj4QwoOSeDRmyr4nxf3oagq2ekOXC530g5YwCGJ7GsN2ce2tzXE3U/vpT1ZgQN4vKqZe1fNZEKuD4/Lgaab+FwSmq6jaRrRuIJpCEQ7W+nqkk8a7JxCSzBOT0zt151ySAJKwmBjzQEWZMY577zzBqzC1vrDSSetXjNugiXZTOgm9R1RfrX5MLtbQnaG3daGAC/s8fPr/5iH2yElnaP6frZxzSCuGbxT381rtZ1UHw2c9Fh6vQKCKDB10kSAAW3s29vbqaurw+Vy2URsqO/ZSMIwDHbs2HFaxOuee+5h7dq1bNy4kSlTpozSSkcGra2tFBb2lUIVFhYSDAaJxWKjUukfwxhOhpTb4aFDh6irq2PevHkUFhYOaqxxukgkErapzuLFi237bbfbTVlZGWVlZaiqahOx+vp63G63TcR6k5RTxeIJWby410tdhzWfK4nQHkogazEW5Ls57zzLHMFk4Nga+68OkzO4XC5KS0spLS1F0zTbHTKVnZZyhqyvr8fhcLBo0aJRnRl67WAnrT0JijPcdLWEcCQVMwndoCuiUpLloiem8uLWPVwy3k1lZSWyLPN6bSePvH6YQ+1RoqpuuUP3mj1PueuKgmD9bxPynArRjmYcgrXHRgePZR02BIE+xCu1DhPojmpIIkQVjX/u9rNybuGA59H0wjT2JPfs1M+N5FD+xDyrAOtwOOxZuEQiwXvvvYdhGCiKwpYtW8jNzbXnqE7FXv5wZzRJfI/tBYIgkOdz0hyI0xFWbFI2GFIdL5fLxbx584a1r7/zzjt86lOf4sc//jF33HEHuq7z1ltvUVdXd8qvdboIh8PU1tba/66vr2fbtm3k5ORQXl7Ot771LZqamnj00UcBS2p400038fOf/5wlS5bQ2toKgMfjOWciZ84p8nWyMMiBOl8p0pVyQSzP8TIpLw2nLOIQRTxOEZcs0RZM4HVKA7rVdHZ24gs2UJrtoUuVCAYSRBI6omA5+6WMD/J8ThoDMVqDCdt4ozc+VDGOus4o9R1RTBN0w0DRTUqz3LiSXY6cNAcF6U5agwnqOyJ4nFaHIzvNSTCmYJiWdbtumEiGQa7bZLx6hD174hQUFJCTk4NpmuzatYtwOMzixYvxer2E2jtpDSp4XRJel8TU/DRuu2gCk/LSeHlfO4GoSmGvgGBZFEh3S7zX0EN3VOUnLxzkUEeE/DQnDkmgK6rSFVFpDyUozfbgkAT7wiokOzy5aU4iCR3DNFGSwY+WRFEgqmg4ZWtjK8xwoUR6iHb5kSQJl8vVh2zohkmez7o4GabJT1+oxR9KkON1ICYrWJ0Rhf964SCP3VzBZTPyeXp7K7Ik4HFImIKIqolMzHEwJUtkx44dANaQsy+Hbe0GEdVg3rh0Ksdbg83t4QSmCS2BOIpmoBsmTlnE7ZDs7p1pGjh0i3gNVHU86I/wwKt19maj6pa0sndRaldzkN0tIRySkHTeso53W2OQv25tojWYYG9rmKiioxsm6S4rKDvl2NncE+fup/cOGj7eH1bdcjCzj5SNfUlJiR2h0N7ezs6dOzEMw3Y/ys3NHXV3plT+iaIowyJepmly77338uc//5lXX32V6dOnj9JKxzCGf10MhaSIokhrayu6rrNkyRIyMjJGjXiFQiG2bdtGdnY2s2bNGvTG0OFwMG7cOMaNG4eu63R0dNgkRZZl28L+VItGmR4Hd106mSeqmtjVHCKuaOSLUa6Yk8GKCxfYrzWrKJ1sr5O2UMKWpaX2oqUTs8kcwM3wVCHLMoWFhRQWFtrukM3NzezYsQNBECgsLKSzs5O8vLxhd1JOhuaeOCamNQ8lWLEuJGWlcU1H0y1Cke72sXDhQkRRpOpIgHue3UdnVMVIboC6af2XQip30jQtNY+mm3QZbj61oISXG+vojFoW9RICI2lMLwoCWnK/9FiuXcTVYzP1eV7rvuXBjXV4nRKXzehvXnLNvGJe2ddBe0jBlzTxCsU18n1Orp7Td25IURRqampIS0tj3rx5CIJAOBymvb2do0ePsmfPHjIzM/uoTU4ElyzZuZy9i/yaYdqZsidCaubM6XQyf/78YRGvqqoqrrvuOr7//e9zxx13WMorWeZ973sf73vf+0759U4X7733Hpdccon976985SsA3HTTTfzxj3+kpaWFI0eO2D//zW9+g6Zp3HHHHdxxxx3246nnnws4p8jXyS7ux5Ov1OaQujEVRZHJ+WnMKkrnvSMBCjMsq/POiEIoofHBmUX9bkqPHj3KgQMHWDJvJpWLs/nHzla21HYhClCU4WJC7rH5Ld2wumYOaeB1Fme6+f7y6bxZ18XhzhguWeT5PX4cyS9QTDUIxlR8Lolsr4MFpZkc7oxaZh8CyJJkSfhkgYIMN+NzPHz6gnLK0wz8fj979+5FVa1ZKYfDQUVFBR6Ph+2NPTzwah1R1Zo50w2THU0h/uuFWu67bpYdrnt8pzp1od3RGOCgP4xbFtEBhyCQ43XgDyUIxTWCMQ23Q8Ati4QTOoJgcqQzCsn3YmZROke640SSFpOqbtIaUuiKqAgiCKbBZ/6ynYXjc/EFo3RGVLK9DgTB0t9LopU5Bhahqe+M4nNJiMkFi6JAukumvjPKf71wgEyPg9nF6RzwhwnFNRySyNSCNL6/fDoTcr2YpklPTw/rqxr41bP7SegWIRFEgVlFPiRRYl9bCE03rWDrZJUsploZay7ZchjMdQt88vKBiVdHWOE7z+ylsTvWp7KmJat/pmnNEDR0xTBN0yZeYHXIEqrOQ5vqk+GU2OdHTD0Wei0KlizWMEyUIYnkjzkeTso7+WxAKoMnPz8f0zQJBoO0t7fbA+LZ2dn2z0e6I5PqeKWCJ0+V6JmmyX333cdvfvMbXn31VWbPPvPh28NBUVERbW1tfR5ra2sjIyNjrOs1hlFDyjV1ICQSCfx+P6ZpcsEFF5yWscbJ0NHRwc6dOxk/fjwTJ04c8utKktSHpHR1deH3+9m5cyemadpELDc3d0g3myVZbr78gcnUN7ezY9cuZk4o6TfqkOV1cEPFOP78biN1SWmdopmUZLn50MJxIy7XTu3rXV1dlJWVUVRUZEsTjzfsGMmg3lThEyzL/bZQAlGw1ESyAE2dYbI8Mh9+v3Ujv72xh6+t3Y0/pNiERkpteoNAN0wEAdLdDt4/q4TMjY2EuuMIgtBLGjh4dMpQ4XGI5KU5ORqIIwnWHpoaxUghmNAoynATTmg8Wd08IPmaWpDGD6+ZwcOvH6auI4qAwMKyTO54/wSKMo4V3nubWfSW9vWeaYzH47bapLeNfcri/fjzdWpBGiVZbo50xZiQ60ESBRTNoD2k8L6pOSeMAdI0zS5ODLfjtX37dlatWsXdd9/NXXfdddbHEgAuvvjiExagjydUmzZtGt0FjQDOKfJ1MvQmX4NV5QRB4OZlZUiiwO6kE6HPJXHVrHxWzD0m9+kt26uoqCA725L23f7+iXxySSn3/GM/TYE4TjmpvzZMOsIK503IJt83+IUv0+PgqtnW3+mJqRz0R3i7vovuqEp3TEVNdojcsoTLIaAaJpPyvPbQaiCm0BFW+PjiUq5dWGybI+Tk5FBWVkZVVZVdAXvzzTfJyclhzSEIJTTKsz32++BxShzttjK85pdm4HVJBGIa2ckvrmma9MRU5pVk8Ni7TXSElaR0zrLMH5dpuRR2RTUaA7Gk5eyxS2NvaUG+z8XR7ji5aU5CcRXDtCqEsaTLUdDUicoOXjgYYlyWm0hCoz2kgABep8QnF5Xw/qm5gJXdZRxHVjCtqlMwobF+RxsOSUQWBRaNz+ID0/MoSHexsMySgpqmSUw1CJsuflsTIm4Ixy6+hklNYxARAbds5YYNdLlPaCYOEb69fCZe98Dt/Zf3tdMWTFCc4UIzTCKKbu89ZtKCeHqhj9r2CIpuosU1nEmr99T7p57AvdAhCkiSYOvXOakuvu+R+E7B5h6s701mZiaZmZlMmTKFWCxmzyUcOHCAtLQ0e8M4HckPWMRr586dxOPxYROvBx98kAcffJCXXnqJefPmDXstZxrLli3jueee6/PYSy+9xLJly87Sisbw74xQKERVVZUVnZGebhOvlJLkdIw1jkeq0Dlr1qzTciIVRZG8vDzy8vIwTZNAIIDf72ffvn2oqmpniaXs3QdDa2sr9fv2UDlrGqWlpQM+54Mz8ynJcvNmnbWHT8j1cNGUvJPKvoaDzs5OduzYwcSJExk/frztEDl16lQikQh+v5/Gxkb27t1LVlaWTThPt2hz0ZRc1m9vpaknQa7PSUTRCcY1wERRNfJ9Dr519Uyy05y0hxPc+/xBuqOqXXQUwO5+9Ubve2U9OaZw9ewCJFEk3+ekO6oS6TVjJgjCkDIsB4OA5bDcFIhbf9OEyABVy4RmPSfLI3O0O4aqGwPOflWWZ/HIx+bT0hNHFASKeimHwCpaVFVV4fP5bBfBgeB2u22Zacrivb29ne3btwP0UZvIsoxTFrlxSRm/faOB+g6ryC0CM4p83LBw8Gy3VMdLluVhz5zt3r2blStX8uUvf5lvfOMb5wTx+r+KfynyJcsysZjVSUjJEweqyuWkObnzkokc7Y4TjKsUprts1xqwTtKdO3cSi8Vs2V5vpLsd3LysnIdfO5w8+a0v9oRcLx87r2RIJ+RbdV384S0rxDGc0PCHFCRRwCULpLkkctOcvHawi3S3bBMvgCyPk0BUI5TQ+rjS9fT0UFNTQ3FxMdOmTUMQBPuCfLDtCEZCJxRScTqdOJ0u5OSFoLknztVzCrluQTGPv9dEc08chyig6JYbpCgI7G8LI4oCUpJdheIa9ZpBXNVxiJDrc5HQDHpiKrIkMCHXi2aYOCWBqKLzZl03oghFGW6yPDIRRScUt5wOJaAw04skiSiaQUtPnC9cPJGOsEJDZ5TJ+WlcMbvAfk+nFvjI8jjojqlke61jiKk6wYSGCOT7nEiiQEw1ePdwN5dOz7NzWd6u7+bRt49ysD1CXNWt4dqUTNLOULMqbXHdJEW97OpdUlZpAi5Z5JX9XSyZmEtH2Ap27t01beiKYZimNYCd5aapO05M0zEMiyxNzLVmClL28IYJcdXASMobB8pk6w35uO5qaqMbGH03KlmAfW1WV3C4uWcej4fy8nLKy8tRVdXeMKqrqxFF0SZiOTk5p3SRTxGvaDQ6bOL161//mp/+9Ke88MILVFZWnuqhjShOVYt+22238dBDD/GNb3yDW265hVdffZUnnniCDRs2nK1DGMO/Kfx+P9u3b2fSpEmIokh3d3c/JclIwDRN9u/fT2trK5WVlWRlZY3I64J1w97bqS0UCuH3+6mrq2P37t0DdotM07St5OfOnXvSzKxZxenDsvg+FbS0tLBnz55Bw5PT0tKYOHEiEydOHNCUJEXEfD7fKd8wF2e6+dplk/n164dp6UmQ7pbIdIsUyAkunJrHNUumke+z7p9eO9hFR0TB55IJxNQ+m1LvPUrkmKOhCPjcMhdPzeNDFdaxTc5PY3tj0H6+yfGNM8FWkBx7+MSETAB040T7ZPJVkiMhgZhKabYH+QTmFaIgUJLVn9ymiFd6errtBjoU9A4hTyl0jrd4z8/PZ0J+Pt+7aho1R3sIxjUK0p0sKMvE4xh4r00RL1EUh0289u3bx4oVK7jtttv47ne/O0a8RhnnFPk62YctiiKaptkbxInkEIIgJM0i+n5x4vG4rYc977zzBr35m1eSwQ9WTOfdhgDdUZWiDBfnjc8i8wTW7Ck098T5zZYGwgmdCbledMOgMRBHEgTyfC4m5HpxySJtwQSx49OggeMvH36/n127djFlyhTKy8vtx1MX5GllCaoaunE6BRRFIRKJIkoiqirhk63XumlpGRNyvLy8r52OiMKMQh9LJ2Xz438eJNvrRBIEumMqgmn9/YhizbwVZrjJSXOSUC1CZZiWVC9FRHxugfawgpS8KMqSSKZHIBBJWF0bWURKkkinbOm+//jWUSKKNaD7Rl03a2tauOvSSVw9pxCvU+JT55fz81fr6AwrOGTRtgbO8TltdyqvUyKq6Lyyr53lcwrZerib7z6zj5iq4XVKxLVjcj4R+mnKLfLT+9xJUTMBQbDI10t7/Ww80IGqm3gcIh+uGMetF5ZTcyTI0a6o1dHSDZySyIRcD1FFpz2sMK80g7ZgAsO0Ztk6wort6KToJoZp4HNLhBP6oEoNw7Q2GsO0ZJFDJV4CkOmRMUyLtJ5O6HQKDoejTyZIIBCgvb2d/fv3k0gk+gwWn8iRyzAMdu3aZROvU5XOmKbJ7373O374wx+yYcMGlixZcrqHdto4VS36xIkT2bBhA1/+8pf5+c9/TmlpKf/7v/87ZjM/hjMG0zSpr6/n0KFDzJ07l6KiIo4ePUoikUDTNGRZHrEbr5MVOkcSgiCQkZFh27sP1C0qKCigp6eHrq4uFi1a1C825GygoaGBQ4cOMX/+fDtb6UQ43pQkNQvX0NCA0+nsMws31M+xojyLX35kHntbQ7R3dpFoq2fB7OmUlJT0eV5HOGlD73MSTKpcoD/hMbDUG2XZbj4wPY/3Tc2z1SkAbod00gJk35+bOEVLxWL02vOckoDbIRKM60O2rzdJCkkMk8tm5J3yuR6Px6mqqiIzM5PZs2efVuRC7+y7SCRCR0cHbb1s7Mvz88mfaNnYD/Z3RsLe/uDBg6xYsYIbb7yR//zP/xx14vXaa69x3333UVVVRUtLC0899dRJg5s3bdrEV77yFXbv3k1ZWRnf/e53ufnmm0d1naOJc4p8nQimaSJJEj09PTQ2NlJQUHDK1qs9PT1s27aN/Px8ZsyYcdJqRX66a8CQxpPh3cPddEetLK1UK90tS4CJYZq29CzNJRFTDBTNsN32wglrhmnuOGtTSKXaz5kzh4KCAva2hti4v4PWYILxuR4+MD2fK2bls6MpSEiFbF8Gmq7TEoiR7jBwdh3izTebyc/Pp6KogIunzbC/WDubgiiaQbbXgc/lRpYEuqMqepIoZHpksjwOwgkNVbc027ph2bCnyJemW8djmpZk0C2LxONxm1T4XH1PMUUzkk6PzuQF2CQQVXng1Trml2ZQkuXhugXF5HgdrKlpoaEziigIhOJqvwFnQcC2zv/zu43EVJ38pDkKQCT5s5Nd5JOvZlfZJCAU01BMcMtW9ldU0fn9W0dZv6OVqGLZ40YVnX1xjQKfg9w0JwnNIN0tc8XMAu5/pQ6PQ0IUBHJ9TjpCCmpqMDkZID0Y8cpNc9AVUTkR5bLQvxLocYgkdJMJuR5y00ZuLiAFURTJyckhJyeHadOmDdnG3jAMdu/eTSQSGTbxeuyxx/jOd77Ds88+y4UXXjjixzYcnKoWPfU7NTU1o7iqMYyhL1IzX6kCSGdnJ4sXLyYzMxPTNElPTycej/P666/bN++na/Iw1ELnaOH4blFbWxt1dXWoqorP56OzsxNJkkYtO+tkME2TgwcP0tzcPOzw5N6OeykDpVRHE7A/y+MVCjFV55V9Hbx7uBtBEDh/UjaXTM8jX4zQ0VHHeQvmDhhIOy5pNOZxiJRkeWgOxO19DXrNlZvWqEZbSGFLXTcfnFXQxzxiT0vIjqcZGgRUw3JIVHVwSpDusEyxwurwbCc9TolrFwwsf+2MKLx2sJNQXGNaoY/zxmdZiptYjKqqKtssZiRJSlpaGmlpaYwfP76fjX3KYCalNkndu6aIlyAIwyZe9fX1rFixghtuuIGf/vSnZ8TxOBKJMH/+fG655Rauu+66Ia1x+fLl3HbbbfzlL3/hlVde4dZbb6W4uPhftnApmEO3URt1mKaJoigDPq4nLcUbGxtpb28nGAzalayCgoIBk8Z7o62tjd27dzN58mTKy8tHldk/9s5R1ta02KYHjd0xDndGEUXwOCTml2ZaVu8dETI8DoJxzVpP0tb04qk5fPGSidQfOkRzczMLFiwgKyuLjfs7+PVrhwklNOSkG05umpOvXTaJQx0x1tQ00xNTEQWBcZlubr9oAnOK02wr246Ojj5t77jo5mN/qCEY0xCS81fZXgeJJEHyuSRiqmEbduiGiWlCSZaLLK/TmoMLKZTnuCnJ8vBmXReKamnBNVNE0U2KM4/J9SIJzXJkdEoU9dLMm6ZJR0TljvdP4GPn9dfe/72qiQc31pPlke3Ol26YdEUUblpaxqcvKOfqX76DYZh2p8c0TWrbo0MkXhZSOV05XiftYQUBSHMAyS5rRDXRTUhzWptGb0mEUxIoyXLzySVlfGB6Htf9ZiuY1gW+O6r00Z6n5BkOEVTDkjsmC3FMzvMSVTRagv2/B30xsARDEiDD4+D7y6fzwZknltOMNHrb2Hd2dto29nl5eTQ1NREOh1m0aNGwiNff/vY37rrrLp5++ulzLixxDGM416GqKvF4nOrqagzDoKKiApfL1cctWBAEW7bn9/uJx+P2/FR+fv4puZEGg0FqamqGXOgcbaSs7SVJYubMmfacWFdXFx6Px94TT9RhGEmkwpMDgQALFy4ccQLYexauvb0dRVHIzc2loKCAtMxs7tlQS9XRnmMSU0FgQZGT5QUhFlUsICcnx1qnafJeQ4C36rqJazqT89JYv6OVxuTMlIAlwY+rBpkemYRqoOgGDklAN639KM0pUZLt4ROLS8nxOlk0PoubH62hKRCnO6KgnXCPtvY5CUu9kuOVUTQTUYSoYlj3hsOcE8tyy/zhpoVML+ybH/d6bSf3Pn+Qnphq5doJsLA0k+9eMYH9O7eRm5vLzJkzz5gsL+WCmZrBVlWV3NxccnNzaWlpAaCiomJYxOvIkSNceeWVXHXVVfzyl788K99TQRBO2vn65je/yYYNG9i1a5f92Ec/+lECgQDPP//8GVjlyOOcIl9gXSR7I7U56LreR2YYj8ftTSIQCNiJ8YWFhX0GUE3T5PDhw9TX19vdo9HGpgMdPLixnnFZbpySSEIz2NUcpCemkpvmpDjTTU9MZWKel298cDLbGkNsa+zBKYucV57FsomZHNi3l2AwSEVFBV6vl4iiccfjO+mKKBQnBz9N0+Rod5zpRT7+3/WzCcY09reFcckis4rT+2VX9XaJ8vv9PFVnsqUVEjrJ7DMTAQGfW6Yk08Xetghg4hCtuShFs6zkMzyyPaBakO7iByumU5ou8bsXq9ndDV5fBhXlWbx3JEDN0aCdlSEJ1rCr1yWTmSRJimZpr4MxDZdDxOeSmZjnZdW8Iq6ZV4QkCgTjKl94fBe17REckiULVDSDkiwPv/zoXPJ9Tq7/zXt0RRXbUASsoGZ/aOhBIk7R0qZHFJ2ElpIhkrR3FQgrBqkLvECyypfsBjolgS9eMpFPnz8egK+v283mg52kOUT8YbVPD0sWk3JCE8qy3DQG4oP2uHrnphzD4JtMhlvmp6tn8v5pJ5evjCZ6V2FbW1sxDIP8/HyKiopO2cZ+zZo13H777TzxxBNcffXVo7jqMYzh/ya6urp47733yMzMtF3ZTmSsYZom4XDY3isikQi5ubkUFhaSn59/wu9vSiY/adIk2zjibCISiVBdXU1WVla/+RxN02zZXkdHBw6HwyZipyLbOxX0Dk9euHDhqIUnp9D7s2xvb+elQxGea5TI9Mh4XdbcdzASJ5TQ+MZlE7l20QT79x7Z0sDT21tRNMM23ZqQ6yXNKXGoI2oXZHviKgU+F4e7oohC0knZsCJzRFFA003SXBJuWaQ028O0Ah/P72lDN8wBTTGSK6f3PicK4HNJCAgE45pdLD2Bb9UJke2WOG9iDj/70DHpYHdU4WO/r6YnrpHtkRFFgYRqEIprXFCoc+uSIqZPn37WzunUZ9nW1saRI0fQdZ3MzEy7QHIqJL65uZkrrriCSy65hEceeWTUogxOhqGQr4suuoiKigoeeOAB+7E//OEP3HXXXfT09Iz+IkcB57Ts8EQ5I2632zYEUBTF3iRqa2vx+XwUFhaSl5fHkSNH6OzsPKP67vMmZDG1II19bWGyPA4kQcDnknDJItleB7JkWatft7CYcZluSrO9thOjoihs374N0zT7hE/uaw3TGVYoSD8mqxMEgdw0B0e6YjR2xynP8bBkgEDmFHq7RDnyyjmwcwf5Xo1wQiesGpjJGaNMt8SFU3KSF1eLXFg2sVb+xJxxGVw4OZc8n4MLJ+ci6gmqq6u4fHoOX0pWhJ7d2WY5KGKRh/E5Hj5zYTnP725ny6FOTJeEqps098RRdUtgF1MN4qpCIGq5RB7qiPC1y6aQ4XZw/4dm8+d3j7LpQCe6YXLh7Bw+sbiUgqSRyvI5BfzhraPEFB23w5JBKpphdwgHhoksCHhdMnFVpzDDRSCqovQqxZmAapjotrRB6PV/TTAFe1PaUttlk6+vXjaZxkCcg/5wH2KV8tFInclHk85Mg2HgpQ9+4fc6RRaf4Bw4U5Akiby8PPx+Py6Xi+nTp9PT03PKNvbr16/n85//PH/729/GiNcYxjBMHDp0iJKSEiZPngxwUmMNQRBsu+zJkyfb81Op3KLs7GybpKTIQ28jizNV6DwZuru72bZtG2VlZUyePLnfTbMsy/Y86/GyPUEQ+sj2RqIroCgK1dXVZyQ8OYXjP8u/NexAFAOIhk44HLaIt2kiSjI72hJcm/y9Xc0hntnRiksSKPBZyiJFM6jviHLjklK+/sEpxDWD9nCC7z2zj7iq23zJNE17zjk1xhBJ6MRVg65okD0tIXTTRB+UOPUvMFpGGSaKrttzW4LZ1+hDEunzmsd+1v/1HJLIAX+Y5p64barxem0XPTErCicVdeOQBExdY1uXxKQpU89qMUEQBLxeL8FgEJ/Px+zZs+2u2PE29icqHrS2trJ8+XIuuOCCs0q8horW1lYKC/uOABUWFhIMBonFYv+SMS3nHPnqrU1P/XeynBGn02lbeaqqSnt7O62trdTW1iKKIqWlpfbrnokvTppT5muXTebJmma2Hg6gmyZLJ2Zz/cJxTMm3KhPHd6UAotEoNTU1tnVp7y9ELyl1Hwy3bXnAH0ExYFxmGgWCQELViCYUogmVRCzG/sMteB0C+T4PSjLcz+MQ6YioCAh8coklD+zp6aGqpobS0lJ7c3tmRys/e6UOE5MMj4yiGTQGYry0t4NPLClhe1MP7WEVRdPtCzSA9ZZY2WOmafKPnW1ct6CYSXlp5Pmc3HXpZO66dHK/Y4mpOjdUjqO2PcJb9d32HJhDkpBEk0y3jKIblsFFr3dOFATSPQ5U3UDVTfwhBVUzBnxPe1vrg5U9ZprHHOBVzaTBH2D37t1WFSonhz/duJDndrfy3Wf2Y5j0cVU6qXP8MOBxiEQVg51NQRZPOLsEzDRNW1azaNEie1M4FRv7DRs2cOutt/Loo49yzTXXnNXjGcMY/pWxYMECDMMYdnBy7/mpWCxmd7T3799vB8gGg0G6u7vPGSOL1tZWdu/ezfTp0we1ku+N3rmHKWMhv9/Pnj170HW9j4X9cG5Wo9Eo1dXVtlHD2ZJiCqJlguX1uojGYui6jiRJqIpGS0srBw9abrZbG3pIqAa5mcc6c05ZxCEJvHaoi5uWWeZfE3O9nDchmzcOdVqkSxv4vsTkWA6molsqmnS3hKqZxPu0rwZXdkQVA0GwJPsIQtI92Mpf081koLMsICCQ4baicqzi6/HmWgI9CRWXU+pTnA3FNUiaboFloR+PxSyHYkFG1U2cZ/GuOZWPqWkaFRUVyLJMWloapaWlaJpGV1fXCW3sAdrb21m5ciULFy7k97///TlPvP6v4pwjX71lhnDqAY8Oh4PMzEzq6+vJzc21gwrfffddXC4XhYWFFBQUnHZW0cmQn+7i9osmEl2qo+oGGe4TO0ilzECKiopsK/nemFGUTkG6C38owbhMV9LIw6QzojK7OJ3S7BPPvB0Pt0O0u1KSAC6HjMshg6giizCpwMU2f4BoNIxTlpAcDgxDRtUNJuVbjlUdHR3s2LGD9KLxtAnZJFrCTCnw8vh7TZiYdnhjypnw3YZuPrmklPuum81j7xzlxb3tJPkWgpCSPibt3pOdq22NwUEDg7cd7eE3bzSwuzmEJApcOj2PHyyfTm17lP3+MLubgwRiKqYAaS5LKtkVVUldfLO8DjBN25jD4xBIaIO/Z2lOMekiaFhyi14/M4CuhMCbTQozuy0XwLy8PBbn5zOn2MfO5nBSggHmMGUSg0EAsjwyTkkglpSGnk2YpsnevXvtG7Hj5zFPZGO/detWduzYwezZs7n//vv53//9X66//vqzdCRjGMP/DaSKj0NxCj4ZPB4P48ePZ/z48SQSCVpaWqivr0fTNNLT0+nq6kKW5VF1NjwRenfg5s2bd1Ir+YHQ21ho+vTpBINBW1mza9cue37qZBLMFFIzcIPt72cSyyZlU3UkQDASQQJ8aWkouolb13j/rAISiQQ1NTXUNgqoqoCmyzh6deiEpKQwBUkU+O5VU3miKo3fv3mUzsjJ5pVTr2Pt8RNyvcRVg+ZALGneMfB7Y2LFqMiSaMe8GIJJvJdph5Q0OCvLdvGz6+fwkd9V9dmrU7oVE9B08JkxmvZvR0t+ltML05BEgYRm4JQE4rE4kiwRVQWm53n7xM2caRiGwfbt21EUxSZevSHL8qA29lVVVfz85z/nwgsvZMOGDcyYMYPHHnvsjHReRwJFRUW0tbX1eaytrY2MjIx/ya4XnGPkKxQK0dzczLhxVnr8cCpDXV1dbN++ndLSUqZMmYIgCIwbN84Ot2tra7MTwEdb2w0kv6wn/sK2t7ezc+dOJk+ezPjx4/v93DRNjnTFKMv2UN8ZZX9bBK9LwjSt3KtPLSu3ictQcd74LHLTnPhDCoUZlu47oRlEFJ2Vcwv5+OJS3m3ZSWswgShAIq4STMRJc4hUZKvU1dWxv7aOrbEC3trTTkxtRRYFxud4aA0m+l2kPA6RUFyjriPKirmF3HfdbFr+UEV9R5RQQqe3OAAsfbcJtjPk8djdHOLLa3YTUaw8tKiis7amxXJvQqAlGCehWR2trohKukvGLYNbMonrllQwoRpoutXp8jpEDPPE7+GsIh8xzWRPS6iPHDA5+oUoCDy+J8bfblnE0fYeErEejhw5wjUFYY52yvQkTiSzODX0ngXL9Mh4nRI9cY08n5O5JWev6myaJvv27bOtnE9mhHO8jb3T6aS6upqf//znaJrGE088QSwWY+XKlcO6iRrDGMYAe/bsYcKECfa+OlL7na7rNDc3k5WVxfTp0+nu7rZJSlpamj2H3dv5dDRhGAb79+/H7/ePWAeudwD91KlT7fmpI0eODCrB7I3Ozk47T23ChAmnvZ7TxeXTc3jm3UPU9YDskIlErLno8yZkcd3iSbhkyVId7W7k7ZcO09UTwSWBwyEjyg7iqs75x0nb05wyn1hcwj92thGOqyj64F69vff4lHuyjE6WExSsmeukdrGfGce4bDemAS3BhLV3m9bfEQXIcMlMzveiG5aKpepoD9leh30Pk8rwTCHDLfOVq2cwMU2zXQUlWWZGjoOdfgXTMHA5JKKKgNshcfOy0TVqOxFSHa8U8ToZ4T/exr6trY3zzjuPJ598krq6OmRZ5t577+Waa65h4cKFZ+goho9ly5bx3HPP9XnspZdeYtmyZWdpRaePc4p8bdmyhWuuuYb58+ezatUqVq1aNaBOezA0NTWxb98+ZsyY0S+forfLn2EYtgNgStud+ll2dvYZlQMcPXqUgwcPMnv27H6aVrBuZtfWtPBEdTNRRUcWBaKagSwIrFpQxJWzCwYMATwZMtwO7rp0Ev/vlUO0BBN2wvzccencvKyMbK+TH6yYwa9fq+eAP4IgS8zOc3HdrHTSlHYOHQqzxe9gc0s3LllC000CUZ22YAJBEMjzOfsQMEtuIJDVyy7+gzML+M2WBlyySEy1CFiqb6MZJlleB+dP6nuR1w2TXc1BfrGpnnBCwyUL9MRU+8Ja2x5FEiDf5yLNadIeVjBMCCU0MMAlS3ZXzgTy0pzsa7O6e5pxYmZU0xhKfiZ9H7eCs63j6ogoXPeb99BNE0kUuGBSDl+6aDbzZ3XydE0Trx2J0x4XiQ8U7zZECECGW6InZr2IohtocRO3LPKVD0zGPUgQ42gjFaba0dExJOJ1PFImABs3buT+++9n6dKlPPvss/zmN79BVVU+97nPjdLKxzCG/7vQNI2rrroKwzBYuXIl1157LRdccMFpV70DgQDbtm2juLjY7uZ4vV5KSkr65E8dPnwYt9ttq05Gy1FQ13V27NhhZ4qNVkXc5/Ph8/mYNGlSPwlmyviroKAAr9drhyfPmjWL4uKBbc3PJOLxOPt2buOORek0Cvm8fTiAKAhcMDmHK2cX4JKtvUMURS6eXcY7TXE2HugkrOuYCQM1EiPfZTJF7qSx0bI/d7lcKLrBf/7jAAfa+s44957HSsFMzmkZpkWaNFXF1DU0QWZCrpfmQIyoYrkmJmNKccsiumEgCQIFWS70pOpHTer3PQ6J8bkeBEFAlgQQYFdzkJuWlnH/K4fs56Xgdoj86j/mMb/UsvcvLi62DcluTWvkyR0RqjpEdNNkRr6bWy6cyAWTc0b+AxkCUsQrHo9TWVk5rMgGj8fDli1bmDJlCps3b2bjxo0888wzvPnmm7zwwgujsOoTIxwOU1tba/+7vr6ebdu2kZOTQ3l5Od/61rdoamri0UcfBeC2227joYce4hvf+Aa33HILr776Kk888QQbNmw442sfKZxzbod+v5+nnnqKtWvXsmnTJmbOnMmqVatYvXr1oC4zpmlSW1tLY2Mj8+fPt21Sh4KUtrutrQ2/349pmvaQbW5u7qgRsdSam5qabCv5gXCoPcK3n9mLAOSmWWYbcVWnNZjgxiVlfLhy3Gmtoz2c4I1DXfTENCbmelk6MbvPPJppmjQF4uimSUmmm7pDtbS0tDBj9lw++8R+OsMJwopVoZIAM+k+JIuW9brXKaIZVvepLNvDH29caL9+RNH4zvp9vJOc0zKSp6JLFslOc/CND07hilnHhrb3tob48T8PcqQrRldUOUaCkpJFM+kgCJDtddhyx0DUcht0SgIOWSTH67DzRc4bn8Ubh7pQNAOj15DwqcAlC2QkXRKjioHXIZLultF0k4RuMK8kgwdumMMvN9fz53cah22N2xtuh4hTEpkzLh2XLFKW7WHV/CJmFqUP6/VOFyni1d7ezqJFi4Z14/P2229z7bXXcu+993L77bf3c18brarjL3/5S+677z5aW1uZP38+v/jFL1i8ePGgz3/ggQf49a9/zZEjR8jLy+NDH/oQP/nJT06ZbI5hDGcKiqLw6quvsnbtWp5++mkAVqxYwerVq3n/+99/yvEPKVIxbdo0ysrKTvhcXdft8NiUo2CKiGVmZo7I97q3lfz8+fPPeKYY0Mf4q6urC4fDgaqq9szZ2XZ9TM2cZWdnM3PmzCHd26i6wcv7Oni9tpOYolNRnsn7J6ZjRK15uGAwSGZmJjtDHv5Y3U1IsST5kmi5Iw+0mwpYe2ZCs57nlUByyOT7XHztssk88GodCd2wnaLjqk5nRMUli4gCFGW4yfLIxFSDA/4wqm4wqzjddmAGaA7E+eDMfL7+wSn8+rV6Hq9qJpLQEQWYlJfGfdfNYkJuf1lsMBikqqqKCRMmkJmVTUubn56uDqLRKDk5OfZM4Jm61huGYYeUD5d4hcNhVq9ejcfj4R//+Ec/N/CzcV5u2rSJSy65pN/jN910E3/84x+5+eabOXz4MJs2berzO1/+8pfZs2cPpaWlfO973/uXDlk+58hXCqZp0tXVxfr161m3bh0vv/wykyZNYtWqVVx77bXMmjULURQJhUK88847uN3u087LSOlkU0RM07TTHrIdCKmgy2AweNI1r6lu5o9vH2V8jqfPl6SlJ864TDe/+MjcEVnTydA7l6SiooKwLnHjn2oIxlTCydwxTCsXRDWO2cJKkogkWETsnuXT+2VqKLrBG7VdvHu4m6ZAHK9TYnJ+Gh+cmd/n4tgTU7npTzX4QwnS3Q78oQSJ5JBuytrWMEw75d4li+T5nKiKgqIZxHSByvIsGrpidEdVqzoGqJqBPkzSlUKqExVMtrOKM122DDSh6gQTOpIA0SEHSp74bwGUZrl58CNz+72fZwOmaXLgwAFb6jMc4lVVVcXKlSv5wQ9+wJ133nnGNoS///3v3HjjjTz88MMsWbKEBx54gCeffJL9+/cP6Nb217/+lVtuuYXf//73nH/++Rw4cICbb76Zj370o9x///1nZM1jGMPpQNM0XnvtNZ588kmefvpp4vE4K1asYNWqVVx66aUnvLE0TZO6ujqOHDnC3Llzycs7tUiL3o6Cfr+/jyIlKytrWMXOE1nJnw2kpNctLS1kZmYSCARwuVz2cY4U4TwVhEIhqqurR3zmLJFI0N7ezvf+Wc/eDhWHJBBIWPNchgHH73i9PKcY55MoS9PxZeYwa1wmK+YWUpLl4altLfxmSwNd4QRR1bDm0kWBdLdMTNERBKu4KokCblkkENPI8jpId1n3Z8G4RkIz+N5V07hwSi5gWcgfao+S6ZGZkj+wBLanp4fq6mo7IqE3otEo7e3t+P1+enp6SE9Pt4v0oyWpTd0nRiIRKisrT7lAklp3amZ6w4YN+Hxn/35hDBbOWfJ1PAKBAM8++yzr1q3jhRdeoKSkhCuuuIIXXniBmTNn8uijjw7r5BwMpmnaQ7anGzjZG6qqsm3bNgzDYOHChSdd89+2NvHXrY2MP65K4w8lyPY6eORj84e1jlOBruts376dRCJhh3MqusGNf6xhX6slxZOTG55hWtkeLslkQZ7AJJ9OcW4G759ZTElR4bArkuu3t/LfL9Va1v2iJTVsDx8b7O0dVJz6d45HxDQMdFHGNAVWzi1g7bZWfE7JtpGNKBqhuI4sWF2742eyBs7Z6g9ZtIaQfS6JTM+xYwzGVIIJfUD5xeDoOx482N97/asX9PlbZwOmaXLw4EFaW1tZtGjRsIbst2/fzvLly7n77rv5+te/fkZvTJYsWcJ5553HQw89BFgbXllZGV/84he5++67+z3/C1/4Anv37uWVV16xH/vqV7/KO++8w5YtW87YuscwhpGAruu88cYbrFmzhqeffpqenh6uvPJKVq9ezQc/+ME+32fDMNi9e7cdDHy6N3Kp8Ni2tjba29sxTdMmKEO1dj+ZlfyZRuo96unpsTM6U/PmqSyxMz3mkHqPJkyYYM/9jTRu/9sO9rSGyHIJ+EMKoYSB3mv/ksVj+6jHISELBt+qlLj8wvP6kf1X9rXzXy/W0h5K2K6ITllkXKYbSYD2iMIl0/K4fGY+FeWZPPp2I8/tbiORLG66HCIr5hRy20UThjwLHwgEqKmpYfLkyZSXl5/wuYqi2JLazs5OXC6XTcQyMzNH5PMcCeIVi8X48Ic/TCwW4/nnnz8nHEjHcAz/MuSrN0KhEL/+9a/5/ve/T0FBAZIk2RKK8847b8QvZscHTqZa0EMJnOyNWCxGTU0NXq+XuXPnDqmTtu1oD//53AEyPDK+5FyRblgGHKvnF/GZC/sbdIwkFEVh27ZtiKLYT87x96omfvL8QTTDxCmLdg6H1yHickh8ckkpH52fa79v4XDYHk4+1db9I68f5rF3GslJsy5CKTlkyqJWsGTelkNRckpXFKyMDqcksXpBEU3dMd6q7+5DWLoiCopu4pAEsr0OYoqeNAAZOkQB5pZk0NgdSxIw2V5jczCBaVrrGn53rb88UQBuXlbG1z84ZZivefpISWdbWlqGTbx27drF1VdfzV133cV3vvOdM3rzpCgKXq+XNWvW9Al4vOmmmwgEAqxfv77f7/z1r3/l9ttv58UXX2Tx4sXU1dWxfPlyPvnJT/Ltb3/7jK19DGMYaRiGwTvvvGMTsba2Ni6//HJWr17NggULuPXWW/nc5z7HddddN+LBwKZp9pH/67reR/4/0F55qlbyow1N09i+fTuqqlJRUTHgDXOKcKa6KEM5ztNBysxr2rRpo/oe/f7NI/zxraPkpTuRRYFgTKWxO44BiFj5WwLHIlamZgn89bPLcCfPI8M02Xiggxd2+3mttss20ogpOg7JGl3wOCVKMt20hxMsKM20VT+mabK3NUzVkR4AKsszmVnkG/Je0t3dTU1NDVOnTj2phPZ49O7ktre3A9hF+uF+nqZpsmvXLkKhEIsWLRoW8UokEvzHf/wHXV1dvPjii4OOtYzh7OGcMtwYKrZs2cKPfvQjvve973HnnXfywgsvsHbtWq699lrS09NZuXIlq1evZtmyZSNyMRsscLK321GKiA22KaWsZgsLC08pIX1uSQYXTs5m88EuSy4nCsRVg/IcD8vn9jfoGEmkyGJaWlq/3DGAGyrGsfVwgBf3tqPqBiKQ7pZxOyQcksj7puT2G05ub2+nra2N/fv3k56eblcATyYXLc322DkhsiggCAJFGS6OdMWSboUSumHYxEsWLMmDbsAH5+SxsCyDdw93oxlmUpN+zNYejtncK71aX5Io4HVYToqD8SbL5t3Bgx+ew1/ebeSvW5uIKTouh0hcNXqZcwiImP1kGEND/4wSE3h2ewt3XToRx1nI6TBNk0OHDtHc3Dxs4rV3715WrlzJ5z//+TNOvMCKStB1fcDwxn379g34Ox/72Mfo6OjgwgsvxDRNNE3jtttuGyNeY/iXhyiKLFu2jGXLlnHfffdRXV3N2rVrueeee/D7/UydOhVFUYjH4zidzhH9vgqCQHZ2NtnZ2ba1e1tbGwcOHEBRlH7y/5SV/Pz5809Z+jgaSNmzO53OE4Yni6JIbm4uubm5fSzsDxw4YMeTpI7zdOfWUnN5s2fPpqio6LRe62S4Zl4RGw90cLgzilMWiSYzNaWkFbCJgImJYVqdrPeVe+jq7LSP8/+9fIj121ttx+XeMDQDSbRm3dWkKVbv+S5BEJhVnM6s4lOfd+7q6mLbtm3DJqe9s+FSYyt+v5+DBw+yc+fOPnNiQylYmKbJ7t27CYVCw+54KYrCjTfeiN/v5+WXXz5jxGtsdvrU8C/Z+Xr33XdpaGjghhtu6PN4PB7npZdeYt26daxfvx6Xy8WKFStsd6fRGMJNuR21tbXZw6epYeLUSZSqPqW0xKe6aSmawSv7O3jjUCdRRWd+aQZXzCqgKGP0TtJwOEx1dTX5+fnMmDFj0DUrmsEPnzvA67WdGKaJKAp4HBKfWlZ+QjMQRVHs6l9nZyder9cmYgO5YUUSGjc/uo2mQIw0l4wkCEQUy6RjUp6Xw51RuqKqRQCdAuleFyDQHVVQk50t3TCJqQYCkOmWcTlEuqOWLW66S8LtEOkIq7boL80l4ZZFuiPqoKTJ55L4wYoZXDW7gJiq81/PH+SV/R3EVI24Orjd7kjAKcJ95wuUFFmdxJycnDMWmJgyi1m0aNGw5iwPHjzIlVdeyY033shPfvKTszKn0dzcTElJCW+++WYfy9pvfOMbbN68mXfeeaff72zatImPfvSj/OhHP2LJkiXU1tbypS99ic985jN873vfO5PLH8MYRh2vvvoq119/Pddffz3FxcU89dRTHDx4kEsvvZRVq1axYsUKsrOzR61wklKdpDpisVgMp9OJqqosWLDglMy1RguRSISamprTCk82TZNIJGIfZyQSIScnx1aJnGqn8ciRI9TW1jJv3rwzRk7bQwnW1DTzxqFuwgmNxkCc/HQnkYROKK6iJyWEmV6ZR1aOI9jdQSgUopN0HqxJ4JAl4qpBMD5w2KYsWgXXiKJxwaRcooqOQxZ4/9Rcrp5d2McobChIRQDMmDGDceNOz7hsIKSK9O3t7QSDQdsJMz8/f8A9M0W8gsEglZWVw+ouq6rKpz71KWpra3n11VfP2Gc/Njt96viXJF9DgaIobNy40XZ3Mk2T5cuXc+211w7L3WkoiMfjdmcnEAiQkZGBy+Wivb2dOXPmjHr1aaSQ0oiXl5czadKkk26shmlSc7SHnU1BnLLI+ZNyBnQSGgyaptka6pQbVkqK0Xtjr++I8tMXD7KvzQoszvI6+OTiMm6oKOYf25u4Z8NBfE7wuN2kukUd4QQx1SAnzYFHFgnEVCKKRcA8SSv81FdAFiGUOEazvE4J0zRtZ0QhObiV+sLMKfbx0fNKyXDLVJZnku11ohkGdz+1l+f3+Ic0KzYcpObQSrJc/P0TM+wLvKqqdvjnSFROB8OhQ4dobGyksrJyWHMfdXV1XHXVVVx//fXcf//9Z21Afjiyw/e9730sXbqU++67z37sz3/+M5/97GcJh8Nnfdh/DGMYKei6ztKlS7n99tv51Kc+BRwzk1izZg1PPfUUu3bt4qKLLmLVqlV2Ft9oETFd16muriYSieB0Om35f6poNxp7+snQ09NDTU0N48aNY+rUqSN27NFo1L6u9/T0kJmZaR/niQyNehuiLFy48KzJzaKKzif+WI0/aM2mJ+IxFANUZFbPL7Ll8vF4nIdeOcATO7qQBYMeRRi0YCkA2WkOS75omAjJbpogWJEuP7xmOsGYhm6aFKa7TvhZdHR0sGPHDmbOnHlGIgBSxiTt7e10dXXhdrttIpaZadndpwzNFi1aNCzipWkan/3sZ9mxYwcbN24cMLpotDA2O33q+D9Lvnoj5e6U0rLHYjGWL1/O6tWrT+ruNFwkEgl2795NV1cXYGWDpC6e57LjzJnSiA+GVNZG7dFW1mxvZ3snIEosnZDJLRdOZkJeGoc7Y0QUjYl5XtKcMtFolMdfeY9f7zLwumQk0bKoTai67TCY7pJId8tWuLJmVdcunZ7HzcvKAZNfbT7MW3XdqIMwJgHIT3dgmGAYJj0xDZNjmV9OWeSzF5bjczn4fy/XnpZ74lBx4eQcvnf1NMqyPX3mEtvb2+35upTkYaQyb1Ib+6JFi4Z1Hjc0NHDllVeyfPlyHnroobNOVpYsWcLixYv5xS9+AVjnX3l5OV/4whcG3DQqKyu57LLL+OlPf2o/9re//Y1Pf/rThEKhM9Z5HMMYzgQ0TRtUQpeSHqeIWHV1Neeffz6rVq3immuuobi4eERd9WpqapBl2Z49ThGUlOV5VlaWvceeCelS6gZ+8uTJ/dzxRhKJRMK+rnd1dfW5l+jttJeK+2hraxt2YWwksb2xh3v+sY+WQBRREHA6HCwozeQ/V07vM3f9v2808Ps3j6DpBhHFSJKv/nPOGS6Ji6fn8drBTrI8DuSk9DCu6gTjGpPyvLSHrQiayflebnvfBBaWZfZbV+oeZ9asWWelIK5pGp2dnbS3t9sGLLIso+s6lZWVw1KS6LrO7bffzjvvvMOmTZtGpZM3GMZmp4eHfwvy1Rspd6e1a9fy1FNP2e5Oq1at4vLLLx/W7Mrx6O14lHI0TOWcdHZ24vF4TiixO1toampi//79gwY+nylEFI07n9jFvtYwkmBiGgZx1SDLZfLN87OZM7GYvLw8ZFkmHA7z7nvv8U7Ax993hwclPQIgS1b4swj0xDW+dtkUWxr58j4/dz6xe9A1pbskMj0ynRHV7oQNhAy3TDihjVrXKwVBgDSnhNsh8bkLx/PxxX2Jcmq+zu/3EwgE8Pl8djfR5xv6MHJv1NfX09DQQGVlJenpp66vb2pq4oorruADH/gAjzzyyFknXmDJJW666SYeeeQRFi9ezAMPPMATTzzBvn37KCws5MYbb6SkpISf/OQnAHz/+9/n/vvv5ze/+Y0tO/z85z9PZWUlf//738/y0YxhDGcHpmnS0NBg76tvv/02ixcvZtWqVaxatYqysrJh73PhcJiampoTWsnH43GbiKVUJwUFBRQWFo5K2HJzczN79+494+HJvcOrOzo67A5KXl4eR48etSVroxUwfSqIxWJseec9Dse9+HILmZKfRuX4rH4OhDubgtzx9530xFR0w+y3dwpYM9xLSl1EdJmGgGIbbwFohsGRrhgOSaQg3ZpFDMc1Mj0yP//wXKbkHyMzfr+fnTt3MmfOnLN6j5NCKhi8u7sbh8Nhzzfm5+eTl5c3pG6uYRjceeeddnjyydwaRxrDke8DPPjgg3zta1/rMzv961//+kwt+6zj34589YZhGLz77rt25S7l7rRq1SquvPLKYd1gqqrK9u3b0XWdBQsW9Gsfp6oeqcBJp9N5VvM/wNo4Dx8+zOHDh085pHo08MyOVv77xVqyvLI9WKsbJh1hhcsnebhinEokEiEjI4NwOMwbgQz+eSiGohtElYGJUepd9bllnJKAbsDvPjnfDiX+1KM1vHM4YD/v+C+FW7ZeJWXocbZRkO7EJYuEkhliv/zoPOaVDGwlq6qqLXno7OzE4XDYkoehZuukzo/hEq/W1lauvPJKli1bxu9///tzqkP00EMP2YPCCxYs4MEHH2TJkiUAXHzxxUyYMIE//vGPgPX9/fGPf8xjjz1GU1MT+fn5rFy5kh//+MdjjlJjGANJJ9qmJtatW8e6det44403WLBgAatXr2bVqlVMnDjxlJzoTtVK/viw41SnqLCw8LRyQFPH1tDQQH19PfPmzSM3N/e0Xu90kLKwb21txe/3A1BcXExxcfGwM9NGCqnstby8vJPOjL95qJNH323kvYYedMPsE7QiS5ZpVppT4itLM/n7ji4awyZZbhlZlpAkmZ6YSmdEJcsjU5hpdTxN06Q9pHDtgiK+epklcWxra2PXrl3MnTt3wDmkM42UhLezs9OWGobDYXuvDoVCttw0Pz9/wMaAYRh87Wtf4/nnn2fjxo1MnDjxjB/H2Oz08PBvTb56wzAMampqWLNmDevWrePIkSNcdtllrFq1iquvvnpIxCjlDujxeJg3b95JbzB753+0t7f3CZwczSHm3ugtVaioqBjWjfVI4ycvHOTZHa0UZvQlrl0RlfE5Hh69ucKuPKqCgx9v1dBMAc0UiKrHRAtg2dym6JjAsY7RB2cW8MOVx1wnr33kXfa3RQYlX+cSBKAww5W09zcJRDU+XDmOr142+aS/m7LGTV3gTdPsU2kb6Jw9XeLl9/u5+uqrWbBgAY8++uiwM/LGMIYx/GvBNE3a2tp4+umnWbt2LZs3b2bWrFk2ETtR4O9IWMmnCk8pY6eU6qSwsPCUFQCpMPnW1lYWLlx4TuQmpXJDTdNk/PjxtpzNNE1b6XAmjZjA6lRWVVVRXFx8wjm41mCcb6/fS217FNMwiao6cdWwbOkFASNJxBySyFc/MIl5pZk8UdXES3vaSXcJYOiYhkGXIqDoMC7TRXovOWNnRGFaQRq//fgCWltb2bNnD3PnziU/P/8MvRODI3Xf1d7ezqJFiwbsVKY8BFJy07S0NPLz88nIyCA3NxdBEPjWt77F008/zcaNG5ky5ezEzozNTg8PY3dBSYiiSGVlJZWVldx7773s2rWLNWvW8POf/5w77riDSy65hNWrV7N8+XJycnL6XVBSVvIFBQVMnz59SCdPb7KVmnXy+/3s2LEDQRDIz8+nsLBw1IIYU0F+oVCIxYsXnxNSBbBCGAVBwDTNPu+zbppkuGXa29vZt28fM2bMoFtIx6jejleE7pjG8VpxQQDBtP6/aVqOSbddNIGPLy7t89qzitLZ3xY5g0d5ekg57QqCNXQ8mENUv98bxBq3traWXbt29XHYcjqddpV3uMSrs7OTa665hlmzZvGnP/1pjHiNYQz/RhAEgaKiIm677TY+97nP0dXVZROxn/zkJ0ydOpVVq1axevVqZs6ciSiKGIbBe++9RzgcPm0reYfDwbhx4xg3blwfY6etW7faqpPCwkIyMjJOSMR675XnnXfeiIwnnC4SiQTV1dW43W672FtYWGhf11ORLsdb9Y/mNTgYDFJdXU15eflJO5w/e6WO/W0Rsr0OnLKV5dXaE8c0wecUMbDcDW9cUsoT1S386rUGNMMgoRskouBxiKTKq7JoYihxooaKLMvWDJVhGW+0tLSwd+/eM+r8eCIMhXgBuN1uysrKKCsrs8/d9vZ2fvGLX/DUU08xY8YM9uzZw+bNm88a8QJwOp1UVlbyyiuv2OTLMAxeeeUVvvCFLwz4O9FotN89bapA8O/SDxrrfJ0EqS9KqiO2a9cu3ve+97F69Wrb3Wnt2rWEw2EuvvjiYVnJD/Q3u7u7belEKoixsLBwxKpYqUBITdPsubRzBTVHe/jKml0ouoluGDZpEgSBT5+XS7nWbGu2m3vifOz3VYiCgKIZBGIqmKlul4koCJgmpDmtlMdPLC7jzksm9fubR7qirHr4XRLniKzwZMjzOfE6JXTDIl5f+cAkPlJZMuzXS1kdpyptwWAQt9tNIpEYtj6+u7ublStXUlZWxpNPPnlOnWNjGMMYzh5SBOGZZ55h3bp1vPDCC5SXl7NixQoOHDjAnj172LJli+0EN9IYTHVSWFhIVlZWnz38XNwrY7EYVVVVJ7W3723ElLKwTznipgpsI4WURDQVqXMitAbjfPKPNYgCpLmOkUFFMwjFNb50yUTmjMtgYp6XTz26jQP+MGlOGVmy8r4iCZ3SbDcLSjOZlOflz+82omgGPoeArmuEEjqCIPC5hWmUSKFzJg8u1T31+/0nJF4nQiwW45vf/CYvvfQSiqIQiUS48sor+eIXv8j73ve+UVj1yTE2O33qGCNfp4CUu9PatWtZt24d1dXVzJs3j927d/OjH/2Iz3/+8yMuFezdnWhra0NVVfLy8igsLBxUJnYyKIpCdXU1DoeD+fPnn3PdCMMwuPmxbVQf6TkWUixAlkvkQxN0zp83lfOml9qDu99Yt4fXajvxOiU6I1auV28IgEuCYi989+J8ppUXD9hNfL22k+8+s4/2sHIGjnJ4SLrd45IE0twyqmYwPtfL/35iPhnukbOWr6uro76+nvT0dILBoJ3DlpI9nOw87+npYdWqVeTm5vL0008Pyzp3DGMYw78HgsEga9eu5Tvf+Q6RSISysjIuu+wyrr32WiorK0dVhtRbdeL3+/uoTrxeL9u3b8fpdDJv3rxzYq9MZXCmVDancs+RKrCNtENkKjNrqC7JB/1hPvuXHXhdEq5e+VyGYdIZUfjRNTN5/9Rc3j3czZee3IXbIeHsFawcTmi4ZJH1ty0m3S3z3K42fvXaYQJRFbDyNz843sE8TwBJEpFluU98zdmQtZmmycGDB2ltbWXRokXD6p6apsn//M//8OCDD/Lqq68yb948ampqWL9+PUuXLuWqq64ahZUPDWOz06eGMfI1TBiGwV133cX//u//snDhQt555x0WL17MNddcw+rVq0/L3WkwmKZJKBSyiVg8Hu8jJxhKrlM0GqW6uvq0AiFHG1bnazcIlvORaZrEFY2wYuJxiGR4HEzO8/LNy6cytSCNjrDCd5/Zy66WEAnVQNUNTNPE7ZTJdMuUZXu4aGoOF5W5iAetTdYwDPtinJuba5NYVTf441tHeXBjHWfALf6U4HUIeJ0OuqMKsiiQk+bkoqm5fO5940c0cPvo0aPU1tbaOTEpk5iUw1Zv6WJOTk6/cygUCnHttdfi9Xp59tlnzxk56xjGMIZzE62traxYsYKMjAwee+wx3n77bdauXcuGDRvIzMy099UlS5aM6vySYRgEAgF7j1UUBY/Hw9SpU4dd7BxJBAIB24BkKBmcJ0Jqpsjv99Pd3U16enofC/uhIuUgeCrOj3FV52O/r6YzqpDby7kwGNcQgUdvXkhRhptnd7byw+cOkOVx9DnWhGbt83+9pYLxORaJCcRUqo4EMAwoEMN0NtWzcOFCMjMz6e7uto9V13X7vik3N/eMEGrTNKmtraWlpeW0iNeDDz7Ifffdx4svvsiiRYtGYaVjOFMYI1/DxN13383jjz/OP//5T2bMmEFzc7Pt7rRlyxYWLFhg2+ye7kVyMKTkBG1tbUOSE4RCIaqrqykqKjrhoPPZxsOvH+Yv7zaS53MiINAZjtEZ1TEBpyhQlOkmGNcoyXLzu08sIN0tY5gm2xuDHO2OUZThYs64dERBwO3ov1mmuompi3GKxKYIhSzL3PXkLl7a1zGk9aZCjyURDCPZmZIFFM0aGJYE679BjBiHBFkUyPE6MLACLL/6gUl8qGKc7QY5UmhsbOTAgQNUVFQMWIEyDKPPRqZpGnl5eZimSUlJCR6Ph+uvvx5BEHjuuedO211sDGMYw/99HDlyhPvvv5///u//7rN3xWIxXnrpJdauXcuzzz6L2+1m5cqVXHvttZx//vmjduPc09Nju/U5nU78fv+IqE5OB6nu0pQpU0bcTlxRFDsOp6ura8hxOClTlOE4CK6taeahTfVohonHKZFQrRGDD1UU26MBO5qC3PbXHThlAZd87P0OxTXS3RJP37YYz3F7/JEjRzh06NCAIdOmaRIMBm25aSwW6zfnPNJIEa/m5mYWLVo0rD3RNE0efvhhfvjDH/L888+zdOnSEV/nGM4sxsjXMHHgwAHS09P7VXp6uzutW7eOTZs2MWvWLHuoeLRITypwsq2tjVAoRHZ2tn3xdLlcdHV1sX37diZMmMCECRPOWeIF8PBrh/nz1kby05woSoLmkIZmWMPbsigwPteLZph0RxW+efkUVs4dflDi/tYQz+1sxt8dIl+OMz0tTlFeNnn5+Tz4bg8v7O04YWaXAHgcAjOKMsj0yKS7ZT4wNYsn3zzAVj9kemQ0A7qj6mk5KHodAoJgEa3phT4e+fg80pwje+ORynlbuHAh2dnZJ31+707sz372M/785z/bNwUbNmxgxowZI7q+MYxhDP++UBSFV199lTVr1rB+/XoEQWDFihWsXr2aiy66aMRunFPhyb1JzkioTk4HKZJzJnLFeisd2tvb7WiSgoKCPvNwqf1iuEYWpmny/B4/f69qpqUnTpbHwer5xdxQWYycVFOYpsntj++k+kgApyzhkATiqoFumnzmgnJuvaDvbNnhw4epr6+noqJiSPOCkUjEPs5gMHhSa/fhHOOhQ4doamo6LeL1u9/9ju9973ts2LCBCy+88LTXNYazjzHyNYowTZOuri7Wr1/P2rVrefnll5kyZQqrVq3i2muvtd2dRhqpwMm2tjZ6enrweDzEYjEmT558VnIgThXvNQT4+rrdYGg4MGiLW6YZpmmS5XWQ57PmhzrCCT65pIzPXnji4d7BsKa6mZ9vrEfRDdskcVKOm29emIMa6iIQ6KFJ8/K7XSqdsb5tq5RtfXmOhzveP5GrZhcgCgLRaJSqqipeaXOxbl8Uw+wfGjkcFKY7yfY6uWxGHh9bXEqWZ2Q3++bmZvbt2zdk4nU84vE4H//4xzl69ChZWVm8/fbbLFy4kJ/85CdcdtllI7rWMYxhDP/e0DSNzZs38+STT7J+/XoSiQQrVqxg1apVXHrppcOeMU1FmMyePZuiooGLeilzora2NtvEIicnh8LCwlHpnqTUCGfDJt0wDNu+PpUllupwtbS0sHDhwtPOBTVNk7hm4JLFfgHMAN1Rhf9+qZY3arvRDAOvU+b6hUV85sLxNkkDqK+vtyNRhhMDkEgkbCKWsnZPEbETdf9OhEOHDtHY2EhlZSU+n++Uf980TR577DG+/vWv8+yzz3LxxRef8muM4dzEGPk6Q0hJ3Z599lnWrl3Liy++SGlpqd0Rmz9//qgQsfr6eg4dOkRaWhqRSGTYuu4zCVXT+Obj7/JWYwJJdhCKa2iGidshUpLlRhJF9GTn6xvD7Hw1BWJ87PfVKLpBuktGEAQ03SCU0Fg9v5hvXznVDutsavXz+PZuNrWIqAaIIngcMpfPzOd7y6fZg8CRSISqqiryCwq4b2uMt+sDI/aefPr88iHleA0HKeK1YMGCYW2kiqLwiU98gpaWFl566SVycnLo6Ohgw4YNVFRUMHfu3FFYtYVf/vKX9pDv/Pnz+cUvfsHixYsHfX4gEOA73/kO69ato6uri/Hjx/PAAw9w9dVXj9oaxzCGMYwedF1ny5YtrF27lqeeeopQKMSVV17J6tWrueyyy4bUwTBN084znD9//ildB0+mOhkueq9pwYIFwyqKjSRM0yQQCHDw4EF6enrs2d8zNTvVFkzQFVUoyXL3M5eqq6vjyJEjw45EOR6qqtrW7h0dHXb3Lz8/f8gB1qk1LVq0aNjE6/HHH+dLX/oSTz/99BktYo7tq6OPMfJ1lhAKhdiwYQNr167l+eefJy8vj2uuuYZrr72WRYsWnTYRM03T/vKntM+KovQJnExVdgoLC0lLSzsnpIgpW19V0+hOK+f1QwHqOiLUdURxOyQy3LJtrz4u083vP2nNfJ0q/ra1iQc21pHplvscdzih4ZZFXrhzaZ+qmqZpNLf6eXVPM61dQSZnycybWGhLMVLEa9y4cXQ78vj833YAEFeNEQlsvmZeIf+1etYIvFJfpDJQhku8VFXl5ptvpq6ujldeeeWM2vn+/e9/58Ybb+Thhx9myZIlPPDAAzz55JPs379/wPkDRVG44IILKCgo4Nvf/jYlJSU0NDSQlZXF/Pnzz9i6xzCGMYwODMOwzTqeeuop2tvbufzyy1m9ejVXXHHFgDfBqTiZtrY2KioqTuvm/XjVSUrGVlBQcErGQ70DnU93TSOF3rNLCxcuBLAdImOxWJ+Z89GWYfZeU11dHUePHh0x4nU8enf/egdY5+fn9zHr6o36+noaGhqGTbwA1qxZw+23384TTzxxRknM2L56ZjBGvs4BRCIRnn/+edatW8eGDRvIyMhg5cqVrF69mqVLl57yYK9pmuzdu5eOjg4qKioG/PJrmmYTsY6ODtxut03EhttiP12oqkpNTQ2SJPWxwDdNk79ubeJv7zURjGtIgsCkfC93Xz6FqQXDu7D94a0jPPJ6AxnHka+ooiEKAi/eubTPgG9v6LpuWxOnLsa6rlNYWMisWbP4w9uN/Pq1w7hlEc2AUGJoAcgnwufeV86XLhnZzleKeM2fP5/c3NxT/n1N07j11lvZvXs3GzduPOWB69PFkiVLOO+883jooYcAa5MsKyvji1/8InfffXe/5z/88MPcd9997Nu374zdHIxhDGM4OzAMg+rqajujs7Gxkcsuu4xVq1Zx9dVXk5GRQTweZ+3atUycOJGKiooRdWZNydhSboI+n4/CwsKTqk4Mw2Dv3r10dXVRWVl5TgQ6pwiq3++nsrKy3/rD4bB9P9G7+5efn39aFvYnW1OKDA5X1jecv5mK/vH7/SQSiT5mXQ6HwyZep0MGn3nmGT796U/z17/+lVWrVo3wUZwYY/vqmcEY+TrHkHJ3WrduHc888wwul8t2d7rgggtO2trXdZ1du3YRiUSoqKgY0oVP13U6Ojr6DdgWFhaSmZl5RohYIpGguroaj8fD3LlzByScobhmhy1OK0wbUB8+VGxv7OH2x3ciiYLtlmSaJoGYyqLyTK6ZX0x3RGVqQRoV5ZmD/q2enh6qqqrw+XwkEglUVaU65OMvu6KIAsRGKLT5sxeWc9elI0e+Wltb2bNnz7CJl67rfP7zn2fr1q1s2rRp1IfAj4eiKHi9XtasWcPq1avtx2+66SYCgQDr16/v9ztXX301OTk5eL1e1q9fT35+Ph/72Mf45je/edYtpMcwhjGMHgzDYOfOnaxZs4annnqKgwcPctFFF9Hc3IwkSWzatGnUSAIwqOqkoKAAn89n77G6rrNz505isRgLFy4c1TUNFaZpsmfPHrq7u6msrDwpQY3FYvaxBgIBMjIy7GMdKSKZysxKWbefjRGK1OxfioiFw2HcbjeJROK0Qp2fe+45brrpJv70pz/xoQ99aIRXfWKM7atnDmPk6xxGyt1p7dq1PP300wiCwPLly7n22msHdHdSVZXt27djGAYLFiwY1uBvqsWeImKiKPZxOhqNubRYLEZVVRVZWVnMmjXrjGSPmabJ957dz8v72pN28AKaYQ39umSJUFyDpEX8/NIMfnrtrH4685Qd8cSJE5kwYYLtiLWvoYXPPdNMQk+6eJwmJAEm5aex/rbBNdengra2Nnbv3j1slyrDMPjiF7/I66+/zsaNGykrKxuRdZ0KmpubKSkp4c0332TZsmX249/4xjfYvHkz77zzTr/fmTFjBocPH+bjH/84t99+O7W1tdx+++3ceeed3HPPPWdy+WMYwxjOEkzTZPPmzXz0ox9FEARCoRDLli1j1apVrFy5kry8vFEtOA6mOsnNzeXQoUOYpsnChQvPiS6CYRjs2rWLcDg85GJubwyVdJ4KUpLMtra2AbtwZwu1tbU0NDTg8/kIhUL4fL4+8/VDOdaXX36Zj33sY/z2t7/lP/7jP87AqvtibF89cxgjX/8i0DSN1157jSeffJKnn36aRCLB8uXLWb16NZdccgltbW38z//8D5/61KeYP3/+iFQcUplOqcpOSutcWFg4YLjucGCbVOTnM2PGjDMqd1R0g3U1LWzY1UYgqjKnJIOqhgCBmEqG24EogKKbxBSNVUkTjhQCgQA1NTVMnjx5wMyV1Q+/ywF/pNcjwyNiaU4JAfA6JTZ95YJTP8jjkArEnDdv3rCcswzD4Ktf/SovvvgiGzduZMKECae9puFgOJvEtGnTiMfj1NfX29+P+++/n/vuu4+WlpYztvYxjGEMZw91dXVceumlXHLJJTzyyCM0NDSwdu1a1q1bR01NDRdccAGrVq3immuuoaioaFT3pJTqpLW1Fb/fjyiKlJSUUFhY2MfW/WxA13V27NhBIpGgoqLitF0cNU2zFTYdHR04nU6bnAxVYZOSP7a3t58zkkw4li2WclpM5aalSKfL5TrpsW7evJkbbriBX/3qV3zyk588K5/92L565jD60d5jGBHIssyll17KpZdeykMPPcQbb7zBmjVr+PKXv0xXVxdut5u5c+cyadKkEWv1iqJIbm4uubm5zJgxg0AggN/vZ+/evWia1sfpaDh/MxgMUl1dTUlJCVOmTDnjFxunJPLRRSV8dFEJAC/va+fVfR1kuB1IorUWlyyg6iIv7W3nS5dMJM0l09XVxbZt25g6deqgXZ+oouN2WNa5pmkiiQIiBsGEyVCJWL7PiQCEEzqzx53+IPFIEK9vfetbPPfcc2zatOmsES/ADjlta2vr83hbW9ugFtHFxcU4HI4+5+rMmTNpbW1FUZRRCdgcwxjGcG6hoKCAr3/969x+++0IgsDUqVO5++67+eY3v2kTsTVr1vD1r3+dJUuWsGrVKlatWkVpaemI71GSJJGRkUFtbS0FBQUUFxfT3t7O9u3bEQTBvmHPzs4+I4qQFFLGV7quU1lZOSJdOFmWKSoqoqioqM/c9LZt24Z0rKlZ9q6uLhYtWjSi83mngxTxqqiosC3unU4n48aNY9y4cei6bquJUseaunfy+Xy43W62bNnChz/8YX72s5+dNeIFY/vqmcSZ+zaPYcQgSRIXXXQRDz74IGvWrMHhcDBlyhQaGhqYNm0an/jEJ1izZg3hcHjE/qYgCGRnZzN9+nQuvPBCKioqcLlcHDhwgM2bN7Njxw5aW1vRtKGZSwQCAaqqqhg/fjxTp049J5wWe2IqAOJxS5FFS5IYTlgX0W3btjF9+vQTyu0m5HrBBI9DwuuUcckSsiQjCdCXeA3eeFY0y/re5RD51LL+3bVTQXt7Ozt37hx2VoxhGNxzzz12Xt3kyaNjez9UOJ1OKisreeWVV+zHDMPglVde6VOx640LLriA2tpaDONYZtuBAwcoLi4e2yDGMIZ/E/h8Pu64445+e44gCEyYMIGvfvWrbNmyhcOHD/ORj3yEDRs2MGfOHC655BIeeOAB6uvrGSnBUDgcZuvWreTk5DBv3jwKCgqYPXs2F110EXPmzAFg165dvPbaa+zevZv29vY+16/RgKqqVFdXA1BRUTEq8seUTX3qWOfOnYsgCOzevZvNmzeza9cu/H4/uq4Dx+bOzjXidfToUZt4DRbqLEkSBQUFzJkzxz5WURTZuHEjpaWlXHnllXzkIx/hnnvu4dZbbz2r90Jj++qZw5js8F8Yhw8fZt68eXz/+9/nK1/5iu3ulJJQHD16lA984AOsXr3adnca6S+2aZqEw2E7cHIolrOdnZ1s3779hJ2js4GdTUFu+9sOZFHA7ThWxQlEVUqz3fxq9QR279rJzJkzT2owselAB19ftwfdNHHLEoZpougGaQ6JhG4RuZMh0yMzJT+Nz180gfMnDT/IMkW8Zs+eTWFh4Sn/vmma/PjHP+Z3v/sdGzduZNaskbe8Hw7+/ve/c9NNN/HII4+wePFiHnjgAZ544gn27dtHYWEhN954IyUlJfzkJz8BrI1y9uzZ3HTTTXzxi1/k4MGD3HLLLdx555185zvfOctHM4YxjOFchGmatLW18dRTT7F27Vo2b97MnDlz7IzO4RYPe3p6qKmpobS0lMmTJw/6Gql8rZT8X9M08vLyKCgosDsVIwVFUaiursblcjFv3rwzbphgmibBYNA+1ng8Tm5uLoqioCgKixYtOidMSMAKvz548KAd5XOqMAyDv/zlL/zyl7+ko6ODzs5OLr30Um644Qb+//buPS7mtP8f+Gumc6KDzqWTQwmVSpGIZTcpyu467LrltOyy1mmttXsjh3vDyn7ZZW+7WPYg0cl5I1ZChA5SCVEOaZLSaVJTzfX7o998bumgGTUT3s/HYx6rz1wzn+tjzVy9r891vd8zZsxo+w63Eo2r8qGw4EvaIm7h4eFYsWIFcnNz0bNnT2zYsOGtL+DGGENycjJcXFyafC49PR3h4eGIiorC7du38c4778Df3x9+fn7Q1dVtlxkWoVDIBWIVFRXQ09PjlhOoqqqioKAA6enpsLe3l3uGvJdhjGFJVCbOZxdBic+HihIPVbViKPF4+NzDCCbVD2Bvb9/s7fcXhSc/wn/jc1EsFKGOAWpKfIzqY4D+5tpYcfRmi69VVwJWDQCsTfRhZGQk89LOJ0+e4Nq1a+jbt6/MgdfGjRuxdetW/PPPP3BwcJD6PdrT1q1bue8RJycn/Pjjj3B3dwcADBs2DFZWVtizZw/X/uLFi1i0aBFSU1NhZmaGmTNnUlYmQkirMMZQVFSEQ4cOITIyEqdPn0avXr24Gp29e/du1bgqWbrevXt3WFpaSnV+SXBSUFDApTqXTHa+SqHjqqoqJCcnQ0tLC3379pXrMsemSBJYZWRkoLKyEowx7vcJAwODVypg/aoePnyIW7duwdnZWabACwCuXbsGX19fLFu2DF999RXu3r2LgwcPIj8/HyEhIW3bYSnRuNr+FBJ8SVvELSEhAUOHDsW6devg5+eH0NBQbNiwAcnJydytedI8xhiysrK4eicZGRkYOnQoAgIC4OfnBwMDg3YJxCorK7kZrLKyMmhoaODZs2fo3bs3zMzM2vx8bUEoqsWOc/dwLOMxqmrEMNFWg79dFxhVPYCDQz+palkxxrD271s4mCoAYwy8/7/kUF2Fj5JnLS/P7KSqhOOz+uJp0ZMG9UQks52tWQry5MkTpKWlSRUwvtj/LVu2ICQkBLGxsU0G+YSQjqu4uBhffPEFjhw5Aj6fjw8++ABbtmxptiZScXExgoKCcPLkSdy/fx8GBgYICAjA2rVrGyyramq82LdvHyZNmtRu19LRSO5IHTlyBJGRkTh58iQsLS25QEyyvOxFkr23vXv3hqmp6Sudv6KightjKysroaenByMjI6kLHUsyDuvq6sLe3r5DbAOQZFoUCoVwcXFBXV0dd62SAtaSvVPyTLyRl5eHmzdvon///tDV1ZXpPTIyMuDj44MFCxZg+fLlHeLvm8iXQoIvaYu4TZw4EUKhEEePHuWODRw4EE5OTti+fbvc+v0mYIzhzp07XCCWkpICDw8PLruTiYlJu3wR3LlzBzk5OejUqROEQiFX+8PIyKjDrN9+XnVtHSpFdagseYKsGzdkSlKR/qgMM/9MBY8HqCnzUVFdh6oacQu7vP7HTFsdsQvq11i/OMgKhULo6elxA09TM4CSpZ2tWSLZFMYYfv75ZwQHByMmJoab9SKEvD58fHyQn5+PX375BTU1NZg+fToGDBiA0NDQJtunp6cjKCgI06ZNg729Pe7du4fPPvsMDg4OiIiI4NrxeDzs3r0bo0aN4o7p6Oh0mCVhilBWVoZjx44hMjISMTExMDIy4gIxZ2dn8Pl8/PXXXzAwMED//v3bvCi9pOZUQUEBKioqoKurywViLd0lkmQcNjQ0hK2tbYcIBCR12SorK+Hi4tJo71B1dTWXwr64uBhaWlpcJubWpnWXxaNHj5CVlQUnJyfo6cm2FSArKws+Pj6YPXs21qxZ0yH+von8yT34kqWIm4WFBRYvXoyFCxdyx4KCgnDw4EFcu3ZNDr1+MzHGuOxO0dHRuHTpEtzd3TF27Fj4+/ujW7dur/zFwBhDTk4O7t+/j/79+0NbWxsikYgLJCRfnEZGRlw9jI5C8kXbmnpYojox7hQKoabMh3VXTfB4PPxyLhc7LtxHJ1U+ntW0bp+XhH4nFcR/6dnkc5WVldzAU1pa2qiIpWRJy6sEXrt27cKKFStw/PhxDB786inuCSHydePGDdjb2+PKlStwdXUFAMTExGD06NF4+PBhq++6hIeH41//+heEQiG3rI3H4yE6OrrBGE7+RygU4u+//0ZkZCSOHz/O1bCMj49HZGQkhg4d2q7nf/bsGReIlZWVQVtbmxtjnw+Qy8vLkZycDFNTU4VkHG6KWCzGtWvXUF1d3apMizU1NQ1S2EvqphkaGrbpPve2CLxu374NHx8f/Otf/8L69esVvrSTKI7cU80/efIEdXV1jfafGBkZISsrq8nXCASCJtsLBIJ26+fb4PnsTosXL0ZeXh6ioqIQFRWF5cuXw8nJCQEBAfD394e1tbXUX2KSYogCgQCurq7cUhdVVVWYm5vD3NwcNTU1XCBx9+5daGhocIOErEUY24JkaUFrvmj/zijAtrO5KKoQgcfjoYeBJpZ5/68mGGOAUIrACwDKq2tRKxZDuYkvZ01NTVhaWsLS0rLBDGB2djbU1dVRVVUFGxsbmZca/vHHH1i+fDkOHz5MgRchr6mLFy9CR0eHC7wAYOTIkeDz+UhMTMS4ceNa9T6SCZ4X9xN9/vnn+OSTT2BjY4PPPvsM06dP7xC/vHcEnTp1wocffogPP/wQlZWVCAwMxLFjx2Bubo4ZM2Zg7NixCAgIgIeHxyvt02qOhoYGN0ZUVVVxY8StW7fQuXNnbsXJjRs3YGFhIdP43h4ktcVEIlGrU9yrqKjAxMQEJiYmDdK6Jycnc5kGDQ0NoaOjI3Owk5+fj6ysLDg6OsoceOXk5MDPzw8TJkygwItQqnlSj8fjwdzcHPPnz8eZM2fw4MEDzJw5E3FxcXB2dsbgwYPx/fff4+bNm61KsytJDfv48WMMGDCg2T0GKioqMDU1hZOTE7y8vGBjYwOhUIgrV67gwoULuH37NkpLS9sstW9rPHjwgFvT/bIv2ot3i/Gfv2/jcXk11FT4UFbi4YagAosjMtDXtAuUeDxUiOpatdTweapKfLTmktXU1GBubg5nZ2c4OjqiqqoKWlpayM3NxYULF3Dz5k08ffq01f/P9u3bh6+++grR0dEYNmyYlL0mhHQUAoGg0dI2ZWVl6OnptXri8smTJ1i7di1mz57d4PiaNWtw4MABxMbG4oMPPsDcuXPx008/tVnf3yRLlizBlStXkJqaioyMDOzcuRM1NTWYMmUKevTogXnz5uH06dOoqalpl/Orq6ujW7ducHFxwdChQ2Fubo6CggKkpaVxAYBQKGyXc0ujrq4O165dQ01Njcwp7p9P6+7l5YU+ffqAMYbr169z6fqfT2HfGgKBADdu3ICjoyO6du0qdZ+A+lpgo0ePxpgxY/DDDz/INfDatm0brKysoK6uDnd3d1y+fLlVrwsLCwOPx6O72+1E7ne+ZCniZmxsLFV78mp4PB6MjY3x2Wef4dNPP0VxcTEOHjyIyMhIrFu3Dj179oS/v3+z2Z0kG2UrKiowYMCAVu8DeLEI4/MzWMrKyg1msNprlu7evXu4e/duq7MYhSXlQVQnhra6MtcnFSUeiitFuFNYgQ+dTfBn4kOp++HZQw8qSq3/gn769Cm3idvMzKxBEUtJwU7JHjE9Pb0mv/wjIyOxcOFChIeHY8SIEVL3mRDS/pYtW4YNGza02ObGjRuvfJ6ysjL4+vrC3t4eq1atavDcihUruD/3798fQqEQGzduxPz581/5vG+a4cOH45tvvuHKqowePRqjR49GTU0Nzp49i4iICMyaNQs1NTXw9fVFQEAAhg8f3i7Z/FRVVaGmpgahUIhevXpxGYhzcnKgoaHBjbGdO3eW652wuro6pKamQiwWw9nZuU3uBvL5fHTt2hVdu3aFnZ0dSktLubt/IpEI+vr6MDAwaDFLpEAgQGZmJhwcHGQOvB49egRfX1+899572Lp1q1wDr/3792Px4sUNktt5e3s3m9xOIjc3F0uWLMGQIUPk1te3jcISbri5uXEzZWKxGBYWFpg3b16zCTcqKytx5MgR7piHhwccHBwo4YYcMcZQWlqKw4cPIyoqCidOnICFhQVX78TBwQFCoRCbN2/GyJEjm9woKwuxWIzi4mIUFBSgsLAQPB6PGyR0dXXb7MssNzcXOTk5LRZMfJHfz4koEoqgpdbwy7vkWQ38HYzx71E9sTA8HaeznkCa0piHPnNDT8PW7X8rKSlBcnIyevXqBXNz80bPi8XiBnVi6urqoK+vD319fWhoaEBHRweHDh3CJ598gn379mHs2LFS9JQQIk+FhYUoKipqsY2NjQ3++usvfPnll3j69Cl3vLa2Furq6ggPD29x2WF5eTm8vb2hqamJo0ePvnQC7dixY/Dz80NVVZVCU4C/rurq6nD+/HlERETg4MGDKC8vh4+PDwICAjBy5Mg2S0olybT4YqmX2tpaFBUVoaCgAE+ePIGqqio3xmpra7drIFZbW4uUlBTweDw4OTm1yzLM5zWVwKpr167c5KTkdxZJWRxHR8eX7vlujkAggI+PDwYOHIjffvtN7qnXpU1uB9T/Wxw6dChmzJiBc+fOoaSkBAcPHpRjr98OCks1L00Rt4SEBHh5eWH9+vXw9fVFWFgYgoODKdW8gkmyO0VFReHvv/+Gvr4+VFVVoaqqilOnTqFLly5tfk5JICGpJcYY4740u3btKnMgdvfuXdy/fx8uLi7o3Llzq1/3aeg1JN8vhY7m/5ZIMMZQVlWL2Z6W+GSwJdLyyjDrr2uoFYtRK2aorWMvXYZ47svB6Nrp5YFrSUkJUlJS0KNHj1YVrH6+TkxCQgIWLFgAR0dHZGZmYuvWrZg+ffpL34MQ0vFJEm5cvXqVKxNx8uRJjBo1qsWEG2VlZfD29oaamhqOHz/eqjTe3333HTZt2oTi4uI2vYa3kVgsxqVLl7hArLCwEN7e3ggICMB7773X7BL+l8nPz0dmZib69Wu5ZIpk1YRksrOt9k01RRJ48fl8ODk5KaQu1IslcbS1taGpqYn8/Hw4OjpKneVY4vHjxxg9ejQcHR3x559/tntQ+SJZktsB9cns0tLSEB0djWnTplHw1U4UVmRZ2iJu4eHhWL58OVdk+fvvv3/riyx3JLm5uXjnnXdQW1uLyspKaGpqcpuK3d3d2+VLVXInThKI1dbWNqiF1ZpzSlLv5+XlwcXFReqBLfZGIVYcqU8Uo6mqVD+rVl0HLTVl/DXdGWY69TPGOy/cw84L91ErZgBjqKxp/j4YD8C+mS5wMGs5eC0tLUVycnKrA6+m7N69G9u2bYNIJMK9e/fg6emJjz/+GLNmzZLp/QghHYePjw8KCgqwfft2LtW8q6srl2o+Ly8PI0aMwB9//AE3NzeUlZXhvffeQ2VlJaKjoxtknzUwMICSkhKOHDmCgoICDBw4EOrq6oiNjcWSJUuwZMkSrF69WlGX+kYSi8VISkpCREQEoqOj8fDhQ7z77rvw9/fH6NGjWz3BKSkKLO2+JbFYjKdPn3KBGGOMC8SaW77eWjU1NUhJSYGysjIcHR07REHeqqoq3L17F3l5eQDAJScxMDCQ6neDoqIi+Pr6omfPnggLC5Np/9qrevToEczMzJCQkIBBgwZxx5cuXYqzZ88iMTGx0WvOnz+PSZMmITU1Ffr6+hR8tSOFJdyYN28e7t27h+rqaiQmJjaoIxQXF9cg8AKA8ePH4+bNm6iurkZ6ejoFXh1ISUkJfHx84ObmhuzsbDx48ABbt25FeXk5JkyYAFtbWyxatAjx8fGorW25uLA0eDwedHR0YGtrC09PTzg7O0NdXR3Z2dmIi4vDtWvXkJ+f3+w5GWO4ffs28vLyGmRjlMZIO33MGWoFdRU+KqprUSkSw6iLGr7zt+MCLwD4ZLAl9gT2x/RB3fBub0MotbCKQ5kPGHVueemOJPDq3r27zIHXmTNn8PXXX2PZsmW4ffs27t69i/fffx/5+fkyvZ80aBMwIe1v7969sLOzw4gRIzB69Gh4enri119/5Z6vqanBzZs3UVlZCQBITk5GYmIirl+/jh49enBZ5ExMTPDgwQMA9UmSVq1aBQcHB/Ts2RNLlizBF198gaCgoGb7ER4eDjs7O6irq6Nfv344fvx4g+cZY1i5ciVMTEygoaGBkSNH4vbt2+3wN/J64fP5GDBgADZs2ICsrCwkJCTAwcEBmzZtgpWVFcaPH48///yzxaRK9+7dw+3bt9G/f3+p9y1J9k3Z29tj6NChcHBwAJ/PR2ZmJs6ePYv09HSpE1gA9f/ukpOToaKi0mECL6B+ua3kjpeXlxcsLCxQWlqKxMREJCQktCoB2NOnT+Hv7w8rKyvs27dPIYGXLMrLyzFlyhTs2LFD5mWWpPUUdudL0bZt28bdeXN0dMRPP/0ENze3Jtvu2LEDf/zxB9LT0wEALi4uCA4Obrb920aSJW/ixImNvkRFIhFOnz6NyMhIHDp0CDweD35+fhg3bhyGDBnSJnvCmuqPUCjk7ohVVlZCT0+Pm8FSUVHh0uAXFBTAxcXlleuLPa0UIS2vHGrKfPTv1gVqyo0HE6GoFssPZ+Hi3acor6ptdumhi4U2/pzm3Oy5ysrKkJSUBBsbG1haWsrU33PnzuHDDz/E5s2bMWPGDLlurt6/fz8CAwMbbAIODw9v1SZgT09P2NjYQE9Pj2bjCFEAaT+/CQkJGDp0KNatWwc/Pz+EhoZiw4YNDbYNbNiwAevWrcPvv/8Oa2trrFixAtevX0dmZuZbXbi5OYwx3LhxAxEREYiKikJmZiaGDRsGf39/+Pn5QV9fH4wxREREwNDQkKux2ZbnLysr48ZYSQILyaqTlpbYiUQiJCcnQ11dnQvmOoLCwkKkpaWhb9++jUobSfbESWqJKSsrc9sddHV1ufGzrKwMY8eORdeuXREdHa3Qf7vSLjtMTU1F//79G/wOJxbXr9Dh8/m4efMmunfvLpe+vw3eyuBL2sFj8uTJGDx4MDw8PKCuro4NGzYgOjoaGRkZMDMzU8AVvJ5qa2tx9uxZhIeH49ChQ6iuroafnx/8/f3xzjvvtNtGbaFQyK3pLi8vh66uLsRiMZ49e4YBAwa02WbmlwmJzcb+pEdQVeajrk6MsiZqf/F5wPHP3WGh1/Q+i/LyciQlJcHKygpWVlYy9ePSpUsYN24c1q1bhzlz5si9vgttAibk9SXt53fixIkQCoU4evQod2zgwIFwcnLC9u3bwRiDqakpvvzySyxZsgRA/Z19IyMj7NmzB5MmTZLPhb2mGGPIzs7mArHU1FQMHjwYmpqauHjxIhISEmSepGvt+SsqKrhA7NmzZ+jatSsMDQ25yU4JkUiEpKQkaGpqol+/fh0m8Hry5AnS0tLQp0+fRoHXiyQJwJ5P2LF37174+Pjg999/h6amJo4cOSK33ytaIk1yu6qqKmRnZzc4tnz5cpSXl2PLli1cdkzSNjrGv3w5++GHHzBr1ixMnz4d9vb22L59OzQ1NfHbb7812X7v3r2YO3cunJycYGdnh507d0IsFuP06dNy7vnrTVlZGSNGjMD27dvx8OFDREdHQ0dHBwsXLoS1tTVmzpyJw4cPc0tg2kqnTp1gbW0Nd3d3eHh4oLa2FmVlZRCJREhPT8f9+/dRVVXVpud80bOaOhxLfww+nwc1ZT5EdY3nPFSU6p+7llfW5HtIAi9LS0uZA6+rV6/i/fffx5o1axQSeEkG35EjR3LH+Hw+Ro4ciYsXLzb7ujVr1sDQ0BAzZ86URzcJIU2Q5fN78eLFBu0BwNvbm2ufk5MDgUDQoI22tjbc3d1b/E4g9Xg8Hnr27IlvvvkGly9fRlZWFkQiEeLi4qCmpoZZs2Zh27ZtePjwYbvUy+TxeOjcuTN69OgBDw8PuLu7o0uXLrh//z7Onj2L5ORkPHz4EOXl5bh69So6derUoQKvoqIipKWlwd7e/qWBF1D/711fXx/29vbw8vJCr169oKGhgX//+9+4fPkydHR0cOTIEZSXl8uh9y1bvHgxduzYgd9//x03btzAnDlzIBQKucRagYGB+OabbwDU14Pr27dvg4eOjg46d+6Mvn37UuDVxjrGv345kvWXv+dVVlaipqZG5krnpL4YopeXF3788Ufcu3cPx48fh6mpKb799ltYW1tjypQpiIyMREVFRZudUywW4+7du6itrcXgwYMxZMgQGBsbo7CwEOfPn0diYiJyc3PbPPgDgIqqWlTV1kGZXx/siOrE4KH+ThcAaKkpQU9TFXweD5mPGn9pV1RUcIGXtbW1TH1ITU2Fv78//v3vf2P+/PlyD7yA+hnGurq6RoOckZFRs4Vfz58/j127dmHHjh3y6CIhpBmyfH4FAkGL7SX/leY9SdPq6uqwZs0aFBYWIjMzE1euXMH48eNx9OhR9OnTB++88w62bNmC3NzcdgnEAEBLSws2NjYYOHAgPDw8oKenh4cPH+LSpUuoqamBtrY2RCJRu5xbWkVFRbh27Rp69+4tU91YHo8Hc3NzPH78GL169cKZM2dgZ2eH1atXY8CAAe3QY+lMnDgRISEhWLlyJZycnJCamoqYmBjus3b//n257PEmjcm9yLKitTR4ZGVlteo9vv76a5iamjaazSOy4fP58PDwgIeHBzZu3Ijk5GRERERg7dq1+PTTTzFy5EgEBATAx8dH5nXrzxd+dnV15ZY4duvWDd26dYNIJEJhYSEKCgqQnZ2NTp06wcjICIaGhjKn9n2ebicVGGipIr+0GmrKfPB5PNT+/8GPB0BFiQ/G6lPQa2s03KBbUVGBq1evwsLCQubAKz09HWPHjuWykiki8JIFbQImhJDW4fP5sLKywvr167k6XgsWLMD8+fMhEAgQHR2NqKgorFy5Ev369eNqdPbo0aNdxgRNTU0YGxsjLy+PS1VfWFiI27dvo0uXLjA0NISRkZFClugVFxdzgdfzNc+kUV1djcmTJ6OiogInT56EtrY2hgwZgv/85z8dpuzCvHnzMG/evCafi4uLa/G1Lya+I23nrQu+XtX69esRFhaGuLg42gjcDvh8PlxdXeHq6org4GBcv34dERER2LRpE+bOnYt33nkH/v7+8PX1bbDRtSVisRjXr19HZWUlXF1dm7x9rqqqCjMzM5iZmaGmpgZPnjxBQUEBcnJyoKGhwaXX7dy5s0yDlDKfj6kDu+H7k9kor6qFihIPtWIGxgAVfv1DKKqDihIP79n/r66I5I5Xt27dYGNjI/V5gfp6P35+fpg7dy6+/fZbhQZekhIABQUFDY4XFBQ0OfN4584d5ObmYsyYMdwxySZgZWVl2gRMiBxJ+/kFAGNj4xbbS/5bUFDQ4JfggoICODk5tWHv33x8Pr/JdP88Hg8mJiaYO3cu5syZg6KiIhw6dAgREREIDg6Gra0tVxqmd+/ebTZGPHv2DElJSdDV1YW9vT14PB4sLS0hEom4PVPZ2dnQ0tLiArFXTX7VGsXFxUhNTYWdnZ3MgZdIJEJgYCAeP36MU6dONZoYppVRpCVv3bJDWQYPiZCQEKxfvx4nT56Eg4NDe3aToH4gcXR0xNq1a5Geno7k5GQMHDgQ27dvh42NDQICArB7926u/khTxGIxrl27hmfPnsHFxaVV65ZVVFRgYmICJycneHl5oXv37qisrMTVq1dx4cIF3Lp1CyUlJVIv23jfyQSLR3aHYWc1qPB5UFXiQYXPg4qyEipEYqgq8/HVuz1go18/+AiFQiQlJcHMzEzmwOvWrVvw8/PDjBkzsGrVKoXf8VJVVYWLi0uD/ZKS/ZPP1yKRsLOzw/Xr15Gamso9xo4di+HDhyM1NVXmNPuEEOlJ+/kFgEGDBjXaHx0bG8u1t7a2hrGxcYM2ZWVlSExMbPY9iex4PB709fUxc+ZMHD9+HAKBAF9++SXS0tIwZMgQuLq6YvXq1UhLS+MmumTx7NkzXL16lUtV//zYo6qqCnNzczg7O3Mp3cvKynDp0iUkJCQgOzsb5eXl7bI08unTp0hNTYWtrW2zhcZfpqamBjNmzMC9e/dw8uRJCrSI1N7KbIfSZICR+P777/Hdd9/hxIkTGDhwoDy7S17wfHan6OhopKSkYPDgwfD398fYsWNhbGwMHo+HiooKXL58GVpaWujfv/8r19uoq6tDcXExV3BSSUmJuyPW2rtwAFBTJ0ZBWTU6qysh58kzJD8ohYaKEob16goT7fq7qUKhEFevXoWpqanMS0Lu3r2LUaNGYfz48di0aVOH2eC8f/9+TJ06Fb/88gvc3NywefNmHDhwAFlZWTAyMkJgYCDMzMywbt26Jl9PhR8JURxpP78JCQnw8vLC+vXr4evri7CwMAQHBzdKNb9+/foGqebT0tIo1byclZWV4ejRo4iMjERMTAxMTEwwduxYjBs3Dv3792/1GFJZWYmkpCQYGBjA1ta21eNXbW0tnjx5wqV0V1VV5Zb/d+nS5ZUnD58+fYqUlBTY2trKnKm6trYWs2bNwvXr1xEXF9dieRRCmtMxfhuTM2kywAD1A8OKFSvw22+/wcrKCgKBAAKBoE2TQZDWez67U2JiIm7fvo0xY8YgIiICtra28Pb2xv/93//B29sb27dvh7Ozc5sUOlRSUoKBgQH69u0LLy8v9OnTB2KxGGlpaYiPj0dmZiaKiopeOluoosSHua4GtDVU4dRNGzM8LPDRADMu8JIMXK8SeN27dw++vr7w9/fvUIEXQJuACXmdSfv59fDwQGhoKH799Vc4OjoiIiICBw8e5AIvAFi6dCm++OILzJ49GwMGDEBFRQViYmKgrq4uVUH2HTt2YMiQIdDV1YWuri5GjhzZqP20adPA4/EaPEaNGtXGf0uvpy5duuDjjz9GZGQkCgoKsG7dOuTn58PX1xd9+/bF119/jYsXL7ZYVFkycWhoaChV4AXULyU3NjaGg4MDl0mwuroaycnJOHfuHLKyslosKN2SkpISpKSkoFevXjIHXnV1dfj888+RmpqK06dPyzXwauvPAVGst/LOFwBs3bqVK7Ls5OSEH3/8Ee7u7gCAYcOGwcrKittsaGVlhXv37jV6j6CgIKxatUqOvSYtYYwhLy8PoaGhCA4Ohrq6OqysrDB27Fiu4nx7LLtjjOHp06fcGva6ujoYGBjAyMgIenp6jQpPt0SyvNHY2Bg9e/aUqb95eXnw9vbGyJEjsX379g4VeBFCSGu1R03OadOmoaCgALt37+Zep6amBl1dXbld1+vm2bNnOHHiBKKionDkyBFoampy46qHhwdXVPn+/fvIycl5pYnDprxYW4vH43FjrK6u7kvHOEng1aNHD5mXqovFYsyfPx/x8fE4c+aMXJe8U23aN89bG3yRN1NpaSl8fHygpaWF7du348SJE4iMjER8fDz69OmDgIAA+Pv7yxzYvAxjDKWlpdwgIRKJoK+vDyMjI26/YXMka+QNDQ3Rq1cvmfonEAgwatQoeHh4YNeuXVIFfoQQ0pHIUpD9eXV1ddDV1cXWrVsRGBgIgJYtv6qqqiqcPn0aUVFROHToEJSUlODn5wdnZ2csX74cISEhmDRpUrvtLxaLxSgpKcHjx49RUFAAxhgMDAxgaGiIrl27NgrESktLkZyc/MqB15IlSxATE4O4uDiZ62zKqj0+B0SxaEpcwaS5lfy8sLAw8Hg8BAQEtG8HXzNZWVkwMzPD4cOHYWNjgzlz5iA2NhaPHj3CvHnzkJiYCHd3dwwcOBDBwcHIzMxs0029PB4POjo66NWrFwYPHgxXV1doamrizp07iIuLQ2pqKvLz81FTU9PgdZLAy8DAQObA6/Hjx/Dz84Orqyt27txJgRch5LXVnjU5JXt1bG1tuex/pHXU1dXh6+uLXbt2IT8/H3v37kVZWRkWLlwICwsLxMfH4+TJk6iurm6X8/P5fOjp6cHOzg5Dhw6Fk5MTlJWVkZWVhbi4OKSlpaGgoAB1dXVc4NW9e/dXCry++eYbHDt2DKdOnZJ74EW1ad9MdOdLgaS9lSyRm5sLT09P2NjYQE9Pj2bwpMAYQ0lJCQ4fPoyoqCicPHkSlpaWXL2Tfv36tdsyvYqKCm62TigUQk9PD0ZGRujcuTOuXbsm9ebk5xUVFcHX1xe9evXCvn372mSPGyGEKMqjR49gZmaGhISEBlkPly5dirNnzyIxMfGl7zF37lycOHECGRkZXOKOsLAwaGpqwtraGnfu3MG3334LLS0tXLx4kSasZJCSkoJ3330XCxcuhKenJ7enr6KiAqNHj0ZAQABGjBjR7rW8GGMoLy/nxtiqqiowxmBkZAQ7OzuZxkSxWIxVq1YhNDQUZ86cga2tbTv0vGXt9TkgikXBlwLJciu5rq4OQ4cOxYwZM3Du3DlaPvGKJNmdoqKiuE3jkuxOzs7O7RaIVVZW4vHjxxAIBCgvL4eamhqsrKxgZGTEFYBuradPn2LMmDHo1q0bwsPDW5VOnxBCOrJX/aVz/fr1+P777xEXF9diaZi7d++ie/fuOHXqFEaMGNFm/X9bLFmyBIaGhli6dCl3rK6uDpcuXUJkZCSio6NRVFQEb29vBAQE4L333mv3Wl6lpaVISkqCtrY2RCIRhEIhunbtCkNDQxgYGLRqjGSMITg4GDt37sQ///yDPn36tGufmyOvzwGRL1p2qCCy3kpes2YNDA0NMXPmTHl0840nye4UERGBgoICbNiwAQKBAH5+fujTp0+rsjvJQlNTE8bGxqitrYWRkREsLS1RUFCAc+fO4cqVK7h37x6ePXv20vcpLS1FQEAAjI2NceDAAQq8CCFvBHnV5LSxsYG+vj6ys7Nfuc9vo40bNzYIvID6zMCDBw/GDz/8gDt37uDUqVOwsbHB6tWrYWVlhY8//hj79+9HWVlZm/envLwcKSkpsLGxgYuLCwYNGgQPDw/o6Ojg4cOHiI+PR1JSEh48eNDs0kjGGEJCQvDLL78gNjZWYYEXQLVp31QUfCnIkydPUFdXx6XnlTAyMoJAIGjyNefPn8euXbuwY8cOeXTxrdOpUyd8+OGH2LdvHwoKCvDjjz+itLQU48ePh52dHRYvXoz4+HjU1ta+8rmqqqqQlJQEXV1d9OvXD5aWlhgwYACGDBkCExMTPHnyBBcuXEBiYiJycnIgFAobvUd5eTk++OAD6OjoIDIyUuo7ZoQQ0lHJUtAZqK/JuXbtWsTExMDV1fWl53n48CGKiopgYmLSJv1+27xsmTyfz4ebmxs2bNiArKwsXLhwAX379sXGjRthZWWFCRMm4K+//pI5hfzzysvLkZSUBEtLywZ7syTLTN3d3TF48GDo6+tDIBA0mOysrKwEUB94/fjjj9iyZQtOnDih8KBFXp8DIl/Kiu4AaZ3y8nJMmTIFO3bsgL6+vqK788bT0NCAv78//P39IRKJcOrUKURGRmLKlCng8XgYM2YMAgICMHToUKnXkldXVyMpKQk6Ojqwt7dvMHipqanB3Nwc5ubmqKmpQWFhIQoKCnDnzh106tQJ1dXV0NTURO/evTF+/Hioqqri4MGD7b6enhBC5G3x4sWYOnUqXF1duYLOL9bkfL6g84YNG7By5UqEhoZyNTkBQEtLC1paWqioqMDq1avxwQcfwNjYGHfu3MHSpUvRo0cPeHt7K+w63xZ8Ph9OTk5wcnLC2rVrkZmZiYiICPz888+YN28ehg0bhoCAAPj5+aFr165S7X+uqKhAUlISLCwsYG1t3Ww7DQ0NWFpawtLSEtXV1Vxm4uDgYFy5cgX29vaIjY3FqVOn4OLi0haX/cra+nNAOgBGFKK6upopKSmx6OjoBscDAwPZ2LFjG7VPSUlhAJiSkhL34PF4jMfjMSUlJZadnS2nnr/dRCIRi42NZZ9++ikzMjJienp6LDAwkEVGRrLi4mImFApbfBQXF7PY2FiWmJjIKioqXtpe8igtLWXZ2dls2bJlTFVVlenr6zMzMzMWFxfHxGKxov9aCCGkXfz000/MwsKCqaqqMjc3N3bp0iXuOS8vLzZ16lTuZ0tLSwag0SMoKIgxxlhlZSV77733mIGBAVNRUWGWlpZs1qxZTCAQcO+xdetWZmlpydTU1JibmxtLTExstm+7d+9udC41NbUGbcRiMVuxYgUzNjZm6urqbMSIEezWrVtt85fzhhCLxezmzZvsu+++Y66urkxZWZkNGzaMbd68md25c+elY2VBQQE7fvw4S0tLa/WY+uIjOzubTZs2jRkZGTEVFRXWr18/tmrVKpaVlaXovx7GWNt+DojiUcINBXJ3d4ebmxt++uknAPW3ki0sLDBv3rxGCTeqqqoarUlfvnw5ysvLsWXLFvTq1Yv2+8hZXV0dzp8/j4iICERHR6OiogI+Pj4ICAjAyJEjG92NEolEuHr1Kjp37oy+ffvKlNWwqqoKH330EQoLC9G9e3ecOHECenp6WLFihVz2AW7bto0rTu7o6IiffvoJbm5uTbbdsWMH/vjjD6SnpwMAXFxcEBwc3Gx7QghRJGkzEO/ZswcLFizAzZs3uWM8Hq/BdoINGzZg3bp1+P3332FtbY0VK1bg+vXryMzMpMxzTWCMIScnh0vWcfnyZQwaNIhbiWJqatpg7BQKhbh69SrMzc3RvXt3mc/5559/4quvvsKRI0fg7OyMo0ePIjIyEoMHD8bixYvb6vIIqafY2O/tFhYWxtTU1NiePXtYZmYmmz17NtPR0eFm4aZMmcKWLVvW7OunTp3K/P395dRb0pLa2lp2/vx5tmjRImZlZcW0tLTYBx98wP7880/2+PFjlp2dzSZMmMDi4+NZeXm5TDNzT58+Zb6+vszZ2ZkVFxczxhirqqpiR48eZWfPnm33awwLC2Oqqqrst99+YxkZGWzWrFlMR0eHFRQUNNn+448/Ztu2bWMpKSnsxo0bbNq0aUxbW5s9fPiw3ftKCCHScnNzY59//jn3c11dHTM1NWXr1q1rsv3u3buZtrZ2s+8nFouZsbEx27hxI3espKSEqampsX379rVZv99UYrGY3b9/n23evJkNHTqUKSkpMXd3dxYcHMwyMjLYhQsXmKenJ7ty5YpUK0mef1RUVLCdO3cyLS0tdurUKUVfMnlLUMINBZo4cSJCQkKwcuVKODk5ITU1lUt3DgD3799Hfn6+gntJWuPF7E7//PMPunfvjjVr1sDS0hJDhgzB/fv3YWVlJVP6+pqaGkyfPh0PHjzAyZMnoaurC6B+j5ivry+GDh3a1pfUyA8//IBZs2Zh+vTpsLe3x/bt26GpqYnffvutyfZ79+7F3Llz4eTkBDs7O+zcuZPbKEwIIR2JrBmIKyoqYGlpiW7dusHf3x8ZGRncczk5ORAIBA3eU1tbG+7u7q0ukPs24/F46NatGxYsWIC4uDg8ePAAgYGBOHXqFBwcHDBq1ChoaWm9Un22yMhILFiwAAcOHKBSA0RuaNkhIe3oyZMn8PT0BJ/PB5/PR3Z2NkaMGAF/f3/4+vpCR0fnpcsPa2tr8cknnyAjIwNnzpxpsQB3exGJRNDU1ERERAQCAgK441OnTkVJSQkOHTr00vcoLy+HoaEhwsPD4efn1469JYQQ6chST+nixYu4ffs2HBwcUFpaipCQEMTHxyMjIwPm5uZISEjA4MGD8ejRowbZFCdMmAAej4f9+/fL5dreNLdv38bQoUPh6OgIxhji4uJga2sLf39/BAQEwM7OrlXL+g8fPoyZM2di3759GDt2rBx6Tkg9uvNFANTv5bGysoK6ujrc3d1x+fLlFtuXlJTg888/h4mJCdTU1NCrVy8cP35cTr19PdTU1GDUqFGwt7fHtWvXcP36dSQnJ8Pd3R0///wzrK2tMW7cOOzevRuFhYVNptmtq6vD3LlzkZaWhlOnTikk8AJkK43woq+//hqmpqYNZoEJIeR1NWjQIAQGBsLJyQleXl6IioqCgYEBfvnlF0V37Y1VXV2NUaNGYfLkyfj7778RExOD/Px8LF68GNeuXYOnpydcXV2xZs0aXL9+HWKxuMn3OX78OGbOnIk//viDAi8idxR8Eezfvx+LFy9GUFAQkpOT4ejoCG9vbzx+/LjJ9iKRCO+++y5yc3MRERGBmzdvYseOHTAzM5Nzzzs2FRUVrF27FmFhYVBRUQGPx4O9vT1WrlyJlJQUZGRkYPjw4dizZw969OgBPz8//PrrrxAIBGCMQSwWY/78+bh06RJOnTr1WtehWb9+PcLCwhAdHU2bzAkhHc6rFLOVUFFRQf/+/bnkWJLXvcp7kobU1NQQHR2NjRs3gsfjgcfjQU9PD9OmTcPhw4chEAiwfPly3L59G++88w6cnJywYsUKJCUlcYFYbGwspk2bhp07d+KDDz6Q+zVIO9kdHh4OOzs7qKuro1+/fjTR/SZQ6I4z0iFIu8n4v//9L7OxsWEikUheXXyjicVidvfuXbZx40Y2aNAgpqyszDw8PJiHhwezsLBgOTk5iu6i1KURnrdx40amra3Nrly50o49JISQV+Pm5sbmzZvH/VxXV8fMzMyaHQtfVFtby2xtbdmiRYsYY/9LuBESEsK1KS0tpYQbclJeXs4OHDjAJk6cyDp37swsLS3ZuHHjmIaGBvv9998VUqZF2sRVFy5cYEpKSuz7779nmZmZbPny5UxFRYVdv35dzj0nbYmCr7ecLL9U+/j4sMmTJ7NZs2YxQ0ND1qdPH/bdd9+x2tpaOfT4zSbJ7rRu3TrWtWtXlpqaqugucWT5xWTDhg2sS5cu7OLFi/LoIiGEyEzaDMSrV69mJ06cYHfu3GFJSUls0qRJTF1dnWVkZHBt1q9fz3R0dNihQ4dYWloa8/f3Z9bW1uzZs2dyv763mVAoZNHR0axv375s1qxZCquPKe1k94QJE5ivr2+DY+7u7uzTTz9t136S9qWs6DtvRLFa2suTlZXV5Gvu3r2Lf/75B5MnT8bx48eRnZ2NuXPnoqamBkFBQfLo9htLkt1p2bJljWq9KdrixYsxdepUuLq6ws3NDZs3b4ZQKMT06dMBAIGBgTAzM8O6desA1Ne3WblyJUJDQ2FlZcXtDdPS0oKWlpbCroMQQpoyceJEFBYWYuXKlRAIBHBycmqUgfj5bLVPnz7FrFmzIBAIoKurCxcXFyQkJMDe3p5rs3TpUgiFQsyePRslJSXw9PRETEwMLb+WM01NTQQEBDRIGCVvkoya33zzDXfsZRk1L1682KjOmLe3Nw4ePNieXSXtTdHRH1GsvLw8BoAlJCQ0OP7VV18xNze3Jl/Ts2dP1q1btwZ3ujZt2sSMjY3bta9E8X766SdmYWHBVFVVmZubG7t06RL3nJeXF5s6dSr3s6WlJQPQ6BEUFCT/jhNCSAe0detWZmlpydTU1JibmxtLTExstq2Xl1eT36mjR4/m2kydOrXR897e3vK4FPISsvy+paKiwkJDQxsc27ZtGzM0NGy3fpL2R3e+3nKybDI2MTGBiopKg9oavXv3hkAggEgkgqqqarv2mSjOvHnzMG/evCafi4uLa/Bzbm5u+3eIEEJeU5JkV9u3b4e7uzs2b94Mb29v3Lx5s8nMtlFRURCJRNzPRUVFcHR0xPjx4xu0GzVqFHbv3s39rKam1n4XQQiRGmU7fMupqqrCxcWlQeFbSSHc52udPG/w4MHIzs5ukML11q1bMDExocCLEEIIaQVpC9fr6enB2NiYe8TGxkJTU7NR8KWmptagna6urjwuh7yELJPdxsbGlC3zDUTBF8HixYuxY8cO/P7777hx4wbmzJnTaC/P82uU58yZg+LiYixYsAC3bt3CsWPHEBwcjM8//1xRl0AIIYS8NiT7f56ve/iy/T8v2rVrFyZNmoROnTo1OB4XFwdDQ0PY2tpizpw5KCoqatO+E9nIMtk9aNCgBu2B+lT5zbUnrwdadkik3mTcrVs3nDhxAosWLYKDgwPMzMywYMECfP3114q6BEIIIeS1IUuyq+ddvnwZ6enp2LVrV4Pjo0aNwvvvvw9ra2vcuXMH3377LXx8fHDx4sUGWwWIYkibuGrBggXw8vLCpk2b4Ovri7CwMFy9ehW//vqrIi+DvCIKvggA6fbyAPWzMZcuXWrnXhFCCCHkRbt27UK/fv3g5ubW4PikSZO4P/fr1w8ODg7o3r074uLiMGLECHl3k7xA2sluDw8PhIaGYvny5fj222/Rs2dPHDx4EH379lXUJZA2wGOMMUV3ghBCCCHkbSESiaCpqYmIiIgG6c+nTp2KkpISHDp0qNnXCoVCmJqaYs2aNViwYMFLz2VgYID//Oc/+PTTT9ui64SQV0R7vkiHs23bNlhZWUFdXR3u7u64fPlyi+03b94MW1tbaGhooFu3bli0aBGqqqrk1FtCCCFEOrLs/5EIDw9HdXU1/vWvf730PA8fPkRRURFMTExeuc+EkLZBwRfpUCSpd4OCgpCcnAxHR0d4e3vj8ePHTbYPDQ3FsmXLEBQUhBs3bmDXrl3Yv38/vv32Wzn3nBBCCGk9aZNdSezatQsBAQHo2rVrg+MVFRX46quvcOnSJeTm5uL06dPw9/dHjx494O3tLZdrIoS8HAVfpEORNvVuQkICBg8ejI8//hhWVlZ477338NFHH730bhkhhBCiSBMnTkRISAhWrlwJJycnpKamNtr/k5+f3+A1N2/exPnz5zFz5sxG76ekpIS0tDSMHTsWvXr1wsyZM+Hi4oJz585BTU0N8fHxGDNmDExNTcHj8XDw4MGX9jEuLg7Ozs5QU1NDjx49sGfPnkZtpF2tQsjbjhJukA5Dknr3+Zm+l6Xe9fDwwF9//YXLly/Dzc0Nd+/exfHjxzFlyhR5dZsQQgiRibTJrmxtbdHcVn0NDQ2cOHGi2XMJhUI4OjpixowZeP/991/at5ycHPj6+uKzzz7D3r17cfr0aXzyyScwMTHh7qRJWyiaEEJ3vkgH0lLqXYFA0ORrPv74Y6xZswaenp5QUVFB9+7dMWzYMFp2+BxpZyXDw8NhZ2cHdXV19OvXD8ePH5dTTwkhhLQXHx8f/Oc//8G4ceNa1X779u2wtrbGpk2b0Lt3b8ybNw8ffvgh/u///o9rI+1qlTdVcXExJk+ejC5dukBHRwczZ85ERUVFi+2/+OILbr+6hYUF5s+fj9LSUjn2migKBV/ktRYXF4fg4GD8/PPPSE5ORlRUFI4dO4a1a9cqumsdgrR76BISEvDRRx9h5syZSElJQUBAAAICApCeni7nnhNCCFGkixcvNigCDQDe3t7cSpS2KBT9ppg8eTIyMjIQGxuLo0ePIj4+HrNnz262/aNHj/Do0SOEhIQgPT0de/bsQUxMTJPLSckbiBHSQVRXVzMlJSUWHR3d4HhgYCAbO3Zsk6/x9PRkS5YsaXDszz//ZBoaGqyurq69uvracHNzY59//jn3c11dHTM1NWXr1q1rsv2ECROYr69vg2Pu7u7s008/bdd+EkIIkR8AjcbaF/Xs2ZMFBwc3OHbs2DEGgFVWVrK8vDwGgCUkJDRo89VXXzE3N7e27nKHlZmZyQCwK1eucMf+/vtvxuPxWF5eXqvf58CBA0xVVZXV1NS0RzdJB0J3vkiHIUvq3crKygYFCYH6TccAml0X/7aQZVbyZTOdhBBCCPmfixcvQkdHB66urtyxkSNHgs/nIzExsdXvU1paii5dukBZmdIxvOno/zDpUBYvXoypU6fC1dUVbm5u2Lx5c6PUu2ZmZli3bh0AYMyYMfjhhx/Qv39/uLu7Izs7GytWrMCYMWO4IOxt1dIeuqysrCZfIxAIpNpzRwgh5M1kbGyMgoKCBscKCgrQpUsXaGhoQElJCUpKSk22MTY2lmdXFUogEDRKLqKsrAw9Pb1Wj51PnjzB2rVrW1yqSN4cFHyRDmXixIkoLCzEypUrIRAI4OTk1Cj17vN3upYvXw4ej4fly5cjLy8PBgYGGDNmDL777jtFXQIhhBDy2hs0aFCjhEuxsbHcSpTnV6sEBAQA+N9qleYyOL5Oli1bhg0bNrTY5saNG698nrKyMvj6+sLe3h6rVq165fcjHR8FX6TDkSb1rrKyMoKCghAUFCSHnr1e9PX1pZ6VbG6m822axSSEkDdRRUUFsrOzuZ9zcnKQmpoKPT09WFhY4JtvvkFeXh7++OMPAMBnn32GrVu3YunSpZgxYwb++ecfHDhwAMeOHePe42WrVV5nX375JaZNm9ZiGxsbGxgbGzdKYlVbW4vi4uKXjp3l5eUYNWoUOnfujOjoaKioqLxqt8lrgIIvQt5QssxKDho0CKdPn8bChQu5Y8/PdBJCCHk9Xb16FcOHD+d+Xrx4MQBg6tSp2LNnD/Lz83H//n3ueWtraxw7dgyLFi3Cli1bYG5ujp07d3I1voCXr1Z5nRkYGMDAwOCl7QYNGoSSkhIkJSXBxcUFAPDPP/9ALBbD3d292deVlZXB29sbampqOHz4MNTV1dus76SDU3TGD0I6qrNnzzI/Pz9mYmLSqsxQjDF25swZ1r9/f6aqqsq6d+/Odu/e3e79bElYWBhTU1Nje/bsYZmZmWz27NlMR0eHCQQCxhhjU6ZMYcuWLePaX7hwgSkrK7OQkBB248YNFhQUxFRUVNj169cVdQmEEEJeQ9KOoZGRkWzkyJFMX1+fde7cmQ0cOJDFxMQ0aBMUFMQANHjY2tq241W0zqhRo1j//v1ZYmIiO3/+POvZsyf76KOPuOcfPnzIbG1tWWJiImOMsdLSUubu7s769evHsrOzWX5+Pveora1V1GUQOaFsh4Q0QygUwtHREdu2bWtV+5ycHPj6+mL48OFITU3FwoUL8cknn+DEiRPt3NPmTZw4ESEhIVi5ciWcnJyQmpraaA9dfn4+197DwwOhoaH49ddf4ejoiIiICBw8eBB9+/ZV1CUQQgh5DUk7hsbHx+Pdd9/F8ePHkZSUhOHDh2PMmDFISUlp0K5Pnz7Iz8/nHufPn2+P7ktl7969sLOzw4gRIzB69Gh4enri119/5Z6vqanBzZs3UVlZCQBITk5GYmIirl+/jh49esDExIR7PHjwQFGXQeSEx9hbno+bkFbg8XiIjo7mlu815euvv8axY8caFCSeNGkSSkpKEBMTI4deEkIIIR1Pa8bQpvTp0wcTJ07EypUrAQCrVq3CwYMHkZqa2vadJERO6M4XIW2EamQRQgghbUMsFqO8vBx6enoNjt++fRumpqawsbHB5MmTG+xTI+R1QMEXIW2kuRpZZWVlePbsmYJ6RQghhLx+QkJCUFFRgQkTJnDH3N3dsWfPHsTExOC///0vcnJyMGTIEJSXlyuwp4RIh7IdEkIIIYSQDiM0NBSrV6/GoUOHGhQw9vHx4f7s4OAAd3d3WFpa4sCBA5g5c6YiukqI1Cj4IqSNNFcjq0uXLtDQ0FBQrwghhJDXR1hYGD755BOEh4c3Wsr/Ih0dHfTq1atB/TJCOjpadkhIG5HUyHoe1cgihBBCWmffvn2YPn069u3bB19f35e2r6iowJ07d2BiYiKH3hHSNij4IqQZFRUVSE1N5bIq5eTkIDU1ldvc+8033yAwMJBr/9lnn+Hu3btYunQpsrKy8PPPP+PAgQNYtGiRIrpPCCGEKIy0Y2hoaCgCAwOxadMmuLu7QyAQQCAQoLS0lGuzZMkSnD17Frm5uUhISMC4ceOgpKSEjz76SK7XRsiroFTzhDQjLi4Ow4cPb3R86tSp2LNnD6ZNm4bc3FzExcU1eM2iRYuQmZkJc3NzrFixAtOmTZNfpwkhhJAOQNoxdNiwYTh79myz7YH68i3x8fEoKiqCgYEBPD098d1336F79+7teSmEtCkKvgghhBBCCCFEDmjZISGEEEIIIYTIAQVfhBBCCCGEECIHFHwRQgghhBBCiBxQ8EUIIYQQQgghckDBFyGEEEIIIYTIAQVfhBBCCCGEECIHFHwRQgghhBBCiBxQ8EUIIYQQQgghckDBFyGEEEIIIYTIAQVfhBBCCCGEECIHFHwRQgghhBBCiBz8P3wDnBQJh+b8AAAAAElFTkSuQmCC", - "text/plain": [ - "
" + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "hovertemplate": "Data=Real
x=%{x}
y=%{y}
z=%{z}", + "legendgroup": "Real", + "marker": { + "color": "#000036", + "size": 5, + "symbol": "circle" + }, + "mode": "markers", + "name": "Real", + "scene": "scene", + "showlegend": true, + "type": "scatter3d", + "x": [ + 9.004177354909239e-05, + 0.8819273379549436, + 0.5003865237834356, + 1.8385437846049354e-12, + 0.16279146500007452, + 1.8539085703290248e-17, + 0.9999988338450724, + 0.4783893616639808, + 0.0042732432689883675, + 0.9809579383340237, + 0.9999996206146252, + 0.09417218589354895, + 0.004352617582050614, + 7.79049452822851e-05, + 0.9999999999912171, + 0.9999969655953557, + 2.2931955375055183e-12, + 0.8553620843576518, + 0.999988513027451, + 0.9880118138884082, + 8.267133671466523e-07, + 5.98364252648376e-15, + 8.26543990127396e-05, + 0.005947441678046152, + 0.9999804692757127, + 0.9036394549204502, + 0.619436930611018, + 0.012998298581060717, + 0.00035215253301984294, + 2.6962490477637393e-09, + 0.9732325061171405, + 0.999781518100652, + 0.0013800165305519606, + 2.7992797828587494e-08, + 6.05117862301852e-12, + 0.9999987271679586, + 2.0277849774014267e-22, + 0.4234694493485783, + 0.9999999999334924, + 0.9999875493219413, + 0.9628557955016216, + 0.9999999316427814, + 0.39018604887434694, + 0.7939014409289543, + 0.9981789251996047, + 1.7567775710557966e-08, + 0.9544080274151585, + 0.9885159022408369, + 0.8818641284687807, + 5.269102720219746e-07, + 8.628961477697677e-14, + 0.008075743316326928, + 0.9999975548702797, + 0.0022298962054448416, + 0.999981411663405, + 0.9971638177655094, + 0.8024192653991781, + 0.03952001905039348, + 0.9999995453988859, + 0.9935514009766384, + 0.2608156255989924, + 0.9999753596394808, + 0.0018703604506614575, + 0.37542526671855203, + 2.1833248631934047e-19, + 0.998183607034937, + 3.182026880872669e-05, + 0.9999776106161096, + 0.04570196011707222, + 5.381211540431579e-05, + 0.9999984986509332, + 0.9934637902301507, + 0.9999999986734921, + 0.8730197413257846, + 4.631745068541153e-08, + 0.9999983705291866, + 5.169161400528226e-06, + 0.9999992021599335, + 0.222722278095124, + 1.369431640643768e-05, + 0.004412914027971684, + 0.8423650970476863, + 2.177447439170568e-10, + 0.9956022398607249, + 2.448311881249179e-12, + 1, + 0.9997135902725476, + 0.9999979209381971, + 0.9969908716517182, + 0.9999999953490228, + 0.9999833831249964, + 0.628476364348566, + 8.314648145184407e-05, + 0.9794838140112626, + 0.9996060542455149, + 1.4476280687414382e-10, + 0.9713152300108876, + 0.4265741083734746, + 0.1074652309812848, + 0.7838221362558108, + 0.9999999985056274, + 3.5460302198319985e-08, + 1, + 6.9987709998446225e-09, + 9.545231372143549e-16, + 0.08962594449317701, + 0.9999768009349748, + 0.9999831676322013, + 0.00024763713976402684, + 0.06421501658178642, + 0.811459037499377, + 1.1510728420984625e-06, + 0.6971312316005474, + 0.9998841810869418, + 0.9695258372162481, + 0.98987291527803, + 0.8294101833184158, + 2.0780829448812154e-06, + 0.999999999976266, + 0.9999975808078102, + 0.9998824395282206, + 1.6374723587601648e-18, + 0.00029071361818744124, + 0.7719339481076752, + 0.06392907638674636, + 0.9999487718496837, + 6.831343076015754e-06, + 0.9509155741558997, + 0.9999999792796235, + 0.008482316718401809, + 2.078855807648214e-06, + 0.8445447449027021, + 0.4804730609375661, + 0.8833960468768901, + 0.49767753730762326, + 0.3731400457545788, + 0.5483566892541328, + 0.8865138124850431, + 0.22191787984821715, + 0.999937604748255, + 0.999999037535073, + 0.9999999999991397, + 0.17780061007086484, + 0.0007192993812736357, + 0.11655195127814487, + 0.9997409868985323, + 7.267370121362635e-07, + 0.9999970072849427, + 0.9999999976676734, + 7.577483190919813e-11, + 0.1615152091720753, + 0.049437152648727674, + 0.990912362381984, + 0.999978995789649, + 0.9999999667401525, + 1.6040946735046809e-16, + 0.862109492855056, + 0.9998133496445247, + 0.00903311427003842, + 0.06710336892761405, + 0.9998121827917541, + 0.9294099862943406, + 0.2719556137968477, + 0.9948806019912709, + 0.0005225518689434695, + 8.59729933845222e-10, + 0.7716467582698575, + 0.8758253610545889, + 0.9999998601928543, + 0.592920969433479, + 0.0001028178649671519, + 0.01270664562945986, + 0.9999999999965882, + 0.005868088003321922, + 0.004869831005895121, + 0.9999991423826469, + 2.5582232187383917e-10, + 3.605780885260147e-14, + 0.9926764111148202, + 0.006359051692681257, + 0.14868441772086843, + 0.9998654361724252, + 0.9999688664573757, + 0.9999999626525081, + 2.5553231456445582e-09, + 3.0657186938980226e-07, + 0.9999999999999997, + 0.9999753679569354, + 1.9687586355734867e-08, + 0.0345546714869112, + 0.2911381024390707, + 0.9903776430408929, + 0.32689479775598945, + 0.9998426587435544, + 0.0006374349180953996, + 4.3316916331211054e-05, + 0.9990292016359745, + 0.4878070558672581, + 3.791973433318613e-10, + 0.00723973925726133, + 3.3993007149986994e-05, + 0.9999999999999997, + 0.9999999998914186, + 1.8392779197716796e-05, + 0.9936599762017101, + 0.9685818056700836, + 0.24205258034993668, + 0.24563180324098774, + 0.5062003696768249, + 4.5632682753193615e-08, + 1.5893116334527818e-10, + 0.0009258106695333814, + 0.9999829266555065, + 5.449391563251733e-08, + 0.9999999862890158, + 6.184754697259456e-10, + 2.9588816503109556e-11, + 0.9999999995888752, + 2.209552126726399e-11, + 0.5243371386115255, + 0.17788104819913597, + 0.9364875892293619, + 0.9999997102481766, + 0.9646157324359063, + 0.0005043505179454181, + 3.433871149071364e-07, + 6.962547771639538e-17, + 0.0005705181476345269, + 3.7800245951396733e-08, + 0.9212651795068142, + 0.9999194159746669, + 1.4828109799561261e-05, + 4.543291486302758e-07, + 9.554042126569798e-20, + 7.101186942141236e-14, + 0.0017937496875545702, + 1.7636250554032928e-09, + 0.9979091310648852, + 0.26850183728794685, + 0.03821805768292544, + 0.012965465417702186, + 1.2260233378371252e-08, + 0.6578600303227561, + 0.04385858619760754, + 0.9798276632016703, + 0.9380624432942081, + 0.9999999982437944, + 0.9334769800474823, + 6.336015582542333e-05, + 0.9999994292359857, + 0.7351073767867897, + 0.9364861991917587, + 0.9787473791087683, + 0.6773357166053052, + 0.9954766912544787, + 0.0004668834293854233, + 0.9999999932612442, + 0.9884089681088948, + 0.80421755384911, + 0.9970252604526022, + 0.9847651408421433, + 1.3871928328487631e-12, + 0.9971180668572894, + 0.11318388258177825, + 0.9999956278340403, + 0.9999962512570574, + 0.9893920860135357, + 2.088374712962488e-05, + 0.9957521500471241, + 1.9108570875295387e-08, + 0.01889531415020629, + 0.0071280538583332834, + 0.4595111749412914, + 0.9995736310751785, + 0.9999997911809402, + 0.8772679535418088, + 0.9999935902098118, + 0.9999999998095408, + 0.0054660104855033306, + 0.2513638243690073, + 0.9999281376212251, + 0.01451952234218004, + 0.010954875238739645, + 0.27631767267984947, + 1.015029704321471e-08, + 0.9984189547217048, + 0.0005090786652513512, + 0.9827800602120069, + 0.9999386331858429, + 0.0049694625058347855, + 0.15335600443816857, + 2.2751661375028332e-07, + 0.001623913440704038, + 0.9983025606920416, + 0.9999986863952941, + 0.999999811914888, + 0.0066777113860118096, + 0.9990024448768936, + 1.5130016298855355e-06, + 0.003388407091466977, + 0.04075990255560983, + 8.271207316823911e-14, + 0.999999998598962, + 0.371162369851305, + 2.7287649630666223e-07, + 0.6782701425284876, + 0.22055951423043635, + 0.06393205088108694, + 0.9943102358341701, + 0.008164691777154691, + 4.198975407835963e-09, + 0.09356763088871242, + 0.40332652738382196, + 6.219188238300987e-07, + 0.9996178175673537, + 0.03312327606076058, + 8.832966432406274e-13, + 0.012431548753754264, + 1.9351868139461005e-09, + 0.2065597888744507, + 0.9899983873644854, + 1.2319898940159352e-08, + 0.08376955514421551, + 0.9999949134820905, + 0.07838849690042869, + 0.7749899684412316, + 3.7551342761914466e-05, + 0.9999151819371316, + 0.016843735990217327, + 0.9860381067412862, + 0.014198412115083759, + 7.295263247164468e-08, + 7.014899276479278e-09, + 0.00016187531573628384, + 3.136406473775348e-06, + 0.7566396215061819, + 0.9999901835805616, + 1.188940759057053e-06, + 0.9940815177867737, + 0.9992058685492587, + 0.9999992799124434, + 0.061018113797804835, + 0.9993835075417001, + 5.5347904347575056e-08, + 0.0009109311927523739, + 1.1553232612676257e-05, + 0.999999999923907, + 0.9998969077932568, + 1.1561128027498858e-12, + 9.979487697873948e-05, + 5.3036937605565296e-05, + 0.919815185000319, + 0.7948538037059172, + 5.545752411433674e-05, + 0.1824489547764571, + 2.024081112384886e-08, + 0.999999927761298, + 3.381298710476814e-11, + 0.021431406459728495, + 2.812432881834595e-08, + 0.8895887536395746, + 1.1121468824222045e-07, + 0.9171143469631761, + 0.00013117390000264947, + 0.0006567696743542466, + 0.8215800010928129, + 0.9864363226648064, + 0.9814482454947655, + 1.3136730953135743e-06, + 0.029954097206729917, + 0.9765758675263303, + 8.862769799487334e-10, + 0.998134323799707, + 2.7561165358388316e-08, + 0.8182456892524852, + 0.7778704627089971, + 0.0007432556104945262, + 1.72842596672948e-05, + 4.974425348112529e-13, + 0.19830627069543974, + 0.0001571948479670658, + 1.454696714242072e-09, + 1.1578809136059537e-05, + 0.9999999447504446, + 1.0380646871196865e-05, + 0.7614094023536148, + 0.9211415686192138, + 0.04033813372269043, + 1.0188044160326237e-07, + 0.9770827548153014, + 0.0007609300334770208, + 1.5003678111575175e-06, + 0.13064876401904452, + 1.490893626431377e-17, + 0.9933335758373493, + 0.05689211650111981, + 0.9999997821536397, + 0.37413669884248874, + 0.003998142561917461, + 0.5236352550507434, + 0.9999990006793283, + 2.067825999508326e-09, + 0.9943353124441661, + 0.9807939611832684, + 1.3544407083470519e-08, + 1, + 0.1452498463229466, + 0.00461038874361224, + 0.4956209947765252, + 0.9925423954320433, + 0.0009082195995200403, + 0.09540551954081386, + 0.8502360013246144, + 0.9999048764613249, + 0.29887621287059646, + 8.958203376359473e-18, + 4.759110739946896e-08, + 3.5112362874744195e-05, + 2.1164819888508463e-11, + 0.15417844663735453, + 3.2758102815546435e-11, + 4.866469227729136e-07, + 0.6749233233038581, + 7.741024301553022e-12, + 0.9999999995460985, + 0.9953680778749883, + 0.850343095662872, + 0.03424930997387284, + 0.1698940536313147, + 0.2821988242087072, + 0.961294954088918, + 0.9895052527692524, + 1.2897676255465643e-08, + 0.6964252649463553, + 7.346246809190166e-10, + 2.314814708388187e-05, + 5.917242849970073e-08, + 0.9999996930806478, + 0.9999581550998783, + 0.00013076036157363537, + 0.1550919842743954, + 0.9993723631422684, + 0.9999926059124961, + 1.4000764887189829e-05, + 6.606654830836285e-09, + 0.9999999988532322, + 8.515737581712668e-06, + 0.0005495938333469163, + 0.9998365848570465, + 0.02168950324480917, + 0.9996271565299713, + 0.9854667806368738, + 0.913489895709267, + 8.321178881455449e-06, + 0.999999956738896, + 0.9969079237893775, + 0.7537892729855626, + 0.9999999999998302, + 0.0009012768392067193, + 0.9998749928442197, + 1.677865444627134e-08, + 0.9981174148660354, + 0.009824218587357443, + 1.0841653739972933e-17, + 1.263373646647363e-07, + 0.0008739935566923907, + 0.08169072166294866, + 0.999999999999816, + 6.623133982395088e-09, + 0.9781926082540281, + 0.26492715460287314, + 6.73233540140496e-08, + 0.7087384303396628, + 0.9999999999631152, + 3.3707501239300773e-07, + 2.37664867206506e-09, + 0.009789874364988458, + 0.11042121414173302, + 0.999854884187042, + 0.8504137687522072, + 0.030854036918770086, + 0.9999952720343486, + 5.646901556165159e-10, + 0.9999999999767687, + 0.13664992639337176, + 0.00023468408557738823, + 0.9706147294461149, + 0.9791657908282758, + 0.9899913368495895, + 6.068183267286558e-06, + 0.8028278212921585, + 0.00043410971796876345, + 0.9999988950407713, + 0.9999999945515347, + 0.9994813689442668, + 2.1658491706834654e-05, + 0.8529412139004278, + 0.8832784831051508, + 0.1147574670254104, + 0.0011919275236610476, + 3.176337159318079e-07, + 0.9999999999999838, + 0.062357291999296176, + 1.0556388943303624e-05, + 0.999999999999995, + 0.9998015582262617, + 0.9989805710435656, + 0.5510750286481884, + 7.147282866342474e-05, + 8.481732650481739e-13, + 0.9984362923314236, + 2.7187732525701724e-10, + 0.0005140267341122251, + 1.4647739407590333e-07, + 0.02138993438970968, + 0.0011722950683425958, + 0.9743360738921135, + 0.9999999998410598, + 0.9999999999999999, + 0.9935045258772933, + 0.8345163013001501, + 0.999971260922887, + 0.9984446846277987, + 0.06402864486034202, + 0.9977447201391139, + 0.0036880146599176503, + 0.9995507557527497, + 0.8916186847520483, + 0.9151003912343079, + 0.9998094536835963, + 0.9997678945950194, + 0.003332111985372262, + 4.097897664008801e-07, + 0.9999999996387746, + 0.0005843564848828945, + 0.9991221236780296, + 0.9999977585550033, + 0.9999995133080053, + 0.976420877771018, + 0.8456305952245305, + 0.9355398272371067, + 0.8425533069350906, + 0.9996662220515647, + 5.738337489049054e-13, + 0.38095436746682204, + 0.9999999733897652, + 0.0015166589007208574, + 0.9999997207137805, + 0.9999975168712485, + 0.00015824788034530924, + 0.5545726771194671, + 1.5181287331376482e-10, + 0.9992403970561226, + 0.3261181975129048, + 0.6524138995985679, + 0.8500874157565003, + 1.9191472331476264e-07, + 0.9736629368171182, + 0.9776133101189973, + 4.5652626088225774e-05, + 0.9999999997050454, + 0.9955836477938934, + 0.10988871790054534, + 0.9998219779806073, + 0.8594231474539289, + 6.7221669474261646e-06, + 0.8715772483136389, + 0.45150852380164114, + 0.1585797614962494, + 0.562574714665363, + 0.12323823593877627, + 3.5813739764248253e-08, + 0.9999999999999982, + 0.9999999914359944, + 0.0003459237748984672, + 8.598430251788028e-08, + 0.9929356559187261, + 2.970338408392549e-17, + 0.009564214531975337, + 0.9998618018884299, + 0.8327381714234398, + 0.9999999976397024, + 0.9679406262532354, + 0.9999682022188418, + 0.020334334992968307, + 2.4501687993262465e-10, + 0.9999999999130025, + 0.00019216209853126386, + 4.294505200210574e-10, + 0.002868930302715898, + 1.585978805465622e-13, + 0.9999999752418871, + 0.9999999999999987, + 2.2301094939606257e-12, + 0.010427057403110255, + 0.9861873913602878, + 2.4215267308068863e-06, + 0.36017545388791783, + 1.3672076752480345e-07, + 0.999989339375111, + 6.760769937357544e-10, + 0.9998391161964255, + 0.9999999897611276, + 0.0004074481724820145, + 0.014838644014503393, + 0.9762280933117807, + 0.9998448118601998, + 0.9999987336215939, + 0.9999999955697279, + 0.9966658982084521, + 0.9975870336721714, + 0.9999999332555525, + 0.7539665084953766, + 0.285991944402136, + 0.8754058794578662, + 0.9999991260098492, + 0.9821882925879755, + 0.993524371734504, + 0.34300214323634765, + 0.9905988157111139, + 0.00012751268284382433, + 2.6726270921808156e-10, + 1.9044926195053103e-05, + 0.02123960636888129, + 1.1273680543387881e-08, + 0.11801269300699378, + 0.9992640875359021, + 0.10603577756545397, + 0.9999999999998854, + 0.9999997533919243, + 7.893588185384794e-07, + 3.613926538011072e-06, + 0.2177969542661693, + 1, + 0.009843323595914518, + 9.767425364139406e-07, + 0.00018141429464746408, + 0.9999825356860147, + 0.12498671288367807, + 0.999999046156499, + 0.9910794145381032, + 0.26035193659771866, + 1.9108343797536947e-15, + 6.657076821977399e-11, + 0.11338150977096936, + 0.2390949308003101, + 0.0001574157431448895, + 3.3097062388904236e-11, + 0.017902974249033893, + 0.02856571034555138, + 0.03586285085544506, + 0.9534700324204667, + 0.9875661626096447, + 0.9999989893625295, + 0.9999759537776043, + 4.2551351383202923e-07, + 0.9422893114069707, + 0.0700976639340886, + 4.017468130050203e-07, + 0.9828341785997461, + 4.71850455415288e-06, + 0.9998097606192607, + 0.002866403664546953, + 0.8548881764843632, + 0.9962059385115271, + 0.33168882292963936, + 0.9999999999999878, + 0.9827634429364085, + 0.00650253153709362, + 0.0028763247190194603, + 0.9994939177982642, + 0.0004967008060169243, + 0.999999569287527, + 0.46580242880336914, + 0.9999999653436372, + 0.08398058220114914, + 0.057782382036330876, + 0.9999999496182054, + 0.9959837693653645, + 3.40482460230984e-06, + 0.1899212859420199, + 0.006617534847715938, + 0.00016333060348484868, + 0.9999982079239684, + 0.9991147306852394, + 0.9999999807659735, + 0.9994971825314564, + 0.9999914369416686, + 1.3808578995897124e-05, + 0.0001234104969281964, + 0.9959112690325391, + 0.20487240456335098, + 0.4913755787630018, + 9.378392623247589e-14, + 0.9662519903577456, + 0.614626100880619, + 0.019023604257288794, + 0.9977470091991208, + 0.9999998198007817, + 0.003429821227562999, + 1.205646308216036e-05, + 0.0007081105005617199, + 0.008772003443909658, + 2.9882791904456252e-06, + 1.4182145876906928e-23, + 0.04478537294922236, + 0.22166658732754246, + 0.04288595591133197, + 0.999999792537745, + 0.0002537960172334573, + 5.85354528365303e-06, + 0.9999999999276621, + 0.9846159610254275, + 0.9999998748308214, + 0.12935703756123804, + 0.9622826026686392, + 0.10220176559020315, + 0.9853026638448183, + 1.3728696788747674e-15, + 0.5474895702780056, + 1.4121983410079763e-05, + 0.006505325719899986, + 1.2475279674398261e-08, + 0.9999999999999317, + 0.9998432621303417, + 0.7446184166396264, + 0.06650593474712958, + 0.9995757293943728, + 0.0007951557592038008, + 0.6411840497409388, + 0.9976521147655929, + 0.9999999952932722, + 1, + 0.22909372018364513, + 0.003585245875930195, + 0.19170398884951573, + 0.010782410578482836, + 0.9999879925786654, + 0.2651329355867889, + 0.9478976179427984, + 0.0002713204111374654, + 0.6899343176870101, + 5.738932946611008e-12, + 0.3826506745485335, + 0.6977781370774526, + 0.0913680298118367, + 0.775690356530584, + 1, + 0.9999999999999927, + 0.03657099175524214, + 1.5621187211902248e-06, + 1.2454552230906968e-12, + 0.9999960143338358, + 0.9983033203874971, + 0.31919213547090286, + 0.9817240135286659, + 0.001190439173126735, + 0.9999360899643989, + 0.9999950538348923, + 1.770697505304689e-06, + 2.4229024060038312e-05, + 0.999999993945285, + 0.9996422663290083, + 0.9989814107125524, + 0.978488978840324, + 2.296548926901013e-12, + 0.9898818701777835, + 0.31783062479103036, + 0.6745807057506489, + 0.9813673899658376, + 0.3336245634816882, + 0.9820397758354039, + 0.999970732952553, + 0.9986864601897127, + 0.9999999963958571, + 0.9618586456101097, + 0.9999962848596352, + 0.17113145153581633, + 0.9997179859860331, + 4.582025157569003e-15, + 0.7403680260177943, + 0.005380505073753449, + 0.857612591296441, + 0.9999999974719674, + 0.9955886885628482, + 0.005690801055258219, + 0.026920757949026368, + 0.8905734963469041, + 0.9046645175209949, + 0.9999958388723273, + 6.507132039913459e-11, + 0.0053783598792529665, + 0.011132169741459034, + 1.8319457777058597e-09, + 1.8511398203563667e-11, + 0.0002305038072046052, + 0.9533320325845456, + 0.993082033023834, + 0.0009260697932297291, + 0.9831853625168423, + 0.06299430637502287, + 0.9999999986957706, + 0.004848300031668026, + 1.1203916876671252e-06, + 5.498600966318621e-05, + 2.0773193894228782e-07, + 0.9995791736117549, + 0.14276201499024926, + 0.9999989224728334, + 0.9999343686603954, + 0.0116204756413439, + 0.14207421253043798, + 5.235317119201155e-10, + 7.802099137144171e-09, + 0.727891841228837, + 5.835314655135723e-10, + 0.0415265427709691, + 5.128134229792649e-11, + 0.9973951788612364, + 0.2330410259042964, + 0.8211772842383422, + 0.9978752201575724, + 3.1891232818142706e-07, + 3.417161268702528e-09, + 0.00023444105342595317, + 0.677576903949498, + 0.9999272291642834, + 1.06581877006119e-07, + 9.420318475147555e-07, + 3.1567161042782934e-05, + 0.07632289725380145, + 7.376014788352597e-09, + 0.998324135337464, + 0.08921165166002343, + 2.596754549970385e-05, + 0.9999554794793597, + 0.9999999517941394, + 6.44936522561622e-08, + 0.9963562959542609, + 0.9996758639334217, + 0.007813694929928422, + 0.9999993549490458, + 0.9999810375895545, + 0.3817161946721565, + 0.9998854688541766, + 0.9950072989532452, + 4.665305789203886e-13, + 1.576701066645923e-11, + 0.9999992777018138, + 0.830073493574494, + 0.9999831419401621, + 0.9999999999651474, + 0.0012151199285085183, + 0.9426460024181748, + 0.0008115940104016688, + 0.8934467243856377, + 4.850681331240981e-09, + 0.9997699699719894, + 0.2337053715699486, + 0.7693622770822016, + 1, + 0.18919163852027857, + 4.837853641374803e-12, + 0.9999999636176959, + 0.999889755244916, + 1.0268440409254602e-13, + 0.8773982337377639, + 0.998847604280494, + 1.0375631867302682e-07, + 0.002032457650498313, + 1.0704715179094688e-07, + 0.0004442500451994027, + 0.9875826236977404, + 0.3816217882349049, + 0.004693757475577914, + 0.3351447870950324, + 0.9998929833825846, + 0.9892996648855104, + 6.493650799120211e-06, + 1.9741127746631274e-14, + 0.03817958754346676, + 0.04491844869061994, + 0.5899218080894619, + 1.234290442422399e-09, + 1.2262320058586027e-07, + 0.05537303229406013, + 0.0008215438514968462, + 0.9999999998935079, + 0.999999979925912, + 0.9308646866572811, + 0.85196893726004, + 0.0003513733004175492, + 0.9999970361537133, + 0.9966879444910436, + 0.1879218309336643, + 0.9999999999905033, + 1.9457875850651602e-11, + 6.985691253664087e-05, + 0.9927502080114134, + 0.9949019128407428, + 0.09050616683024447, + 0.8744654027737845, + 2.325414525127055e-14, + 0.9999561363761181, + 0.9924198678671735, + 0.07564505568854177, + 0.8931441065529326, + 6.0634239788680376e-05, + 0.9999993105100937, + 0.18353060373033817, + 0.03460802726308066, + 0.9999988273653834, + 0.007716594295085712, + 0.959787619258259, + 2.7900590283069373e-05, + 0.543383138580217, + 0.9999975714437355, + 0.9929226034690742, + 0.8096957840164892, + 0.8433297783171485, + 1.33676502428327e-05, + 1.5213640238410808e-06, + 3.8686588795648344e-08, + 0.999998528310462, + 0.006181892552652679, + 0.9531005148263202, + 0.8168585817080356, + 0.0016376143158393316, + 0.08530903262668695, + 0.14290546432949036, + 2.5169523517579143e-05, + 6.001377769897762e-15, + 0.04255555754672454, + 8.459865210695041e-07, + 0.9999988364779794, + 0.05834759910435703, + 0.9999929783002838, + 0.0003671293626233731, + 1, + 0.9999999999999538, + 0.9999978223192404, + 0.999930215268617, + 0.9996164141378218, + 2.650426404420997e-05, + 0.9999523505497541, + 0.008495552304780985, + 0.9823061758347261, + 0.3717296316276273, + 1, + 0.9961488048417078, + 0.9999999995157071, + 0.88211363527467, + 0.9999999998898996, + 0.580337312988325, + 0.32385585892918956, + 0.14938463682999445, + 1.39941753453627e-05, + 0.999999992171646, + 2.7212944007291123e-08, + 0.73799845849675, + 0.9854735390610309, + 0.999982216224411, + 0.057601448329614606, + 0.00010914918263680041, + 0.11224133545459491, + 0.985549413886058, + 0.10809389617026605, + 4.021083783339259e-06, + 0.9996023698431361, + 0.4318788372109719, + 0.0011721573922185014, + 0.9999999999913232, + 4.335346103848952e-16, + 0.0016522535692479136, + 1.0430470215830506e-05, + 0.006367655771863108, + 0.5888598482079408, + 4.490252081285367e-07, + 0.3712750912958312, + 0.9935955690687801, + 0.9786917910469106, + 0.005894688093365022, + 0.9999998514279881, + 0.9999997117213786, + 0.7929651521274476, + 0.9999999999962114, + 1.1416806687187885e-07, + 0.6408787683281977, + 0.9999974938539762, + 3.468767583998034e-05, + 0.004218766519489782, + 1.8756386508818704e-09, + 0.0019717883885038813, + 0.9999999926813792, + 0.9299604097783315, + 7.344070925425658e-05, + 1.4754295789228876e-15, + 0.9956022663008839, + 0.9999999999997083, + 0.9915146444001447 + ], + "y": [ + 2.883992052061763e-06, + 2.9119792467480267e-07, + 0.0004886504311752182, + 0.053928017519656084, + 1.6342686177794927e-08, + 5.354314285052445e-06, + 0.3863527284185293, + 0.10483723377016879, + 0.2978830921419358, + 4.017838235648893e-12, + 0.25203836163500626, + 0.0017370416114326132, + 1.7525613723970124e-08, + 0.30542341160652736, + 0.0026227487668039995, + 0.043918429648078613, + 3.3389740141605616e-12, + 0.3554096874056874, + 2.3187444596491876e-13, + 1.638648736926476e-06, + 1.3474408123511123e-07, + 0.18588294587488605, + 1.6912261099006353e-07, + 2.961141203608043e-06, + 5.151430095690854e-14, + 0.0005584145398087531, + 0.00823683968787544, + 3.950043091341834e-10, + 0.49351655955637924, + 4.505843888009261e-07, + 6.060612851483232e-06, + 0.010158082488665784, + 0.40018092799905436, + 0.5917082164881255, + 1.9963483565343445e-08, + 0.4957965470302172, + 2.739876929872657e-06, + 7.456356268727571e-08, + 5.633999415962991e-08, + 0.3832847654423124, + 0.0007231570408702531, + 2.1069258672804857e-11, + 0.30556893403801366, + 0.8039918827873495, + 0.27800031512363255, + 0.6090209989352221, + 7.945276537272997e-05, + 0.01074028523565498, + 0.04472210681345554, + 1.862690399983051e-11, + 7.258031203645538e-08, + 0.3172363068843506, + 0.24843281362710706, + 0.0007980871675933406, + 0.0032504608769334327, + 0.0012655075411186442, + 0.0005928969477008815, + 0.04678833792687594, + 1.851956178759825e-09, + 2.7479855002027263e-08, + 0.0006116221208055122, + 0.034319772305439665, + 4.168482889893365e-05, + 0.0005635764498178063, + 0.39745690845762344, + 0.15898822534251333, + 0.8270398037395521, + 3.6538964662816776e-08, + 5.226352096325347e-07, + 6.983483115164838e-06, + 0.08994076035385251, + 0.00015561251711053496, + 1.7554726022518978e-14, + 0.01579830785516587, + 0.3003128528968102, + 0.173515436011443, + 1.7342844242591801e-06, + 0.05542063685553528, + 1.4193672310231719e-09, + 0.0005716329750975565, + 0.016199593324142496, + 0.9847342591262647, + 0.09317115944995848, + 0.055127689588467546, + 4.025660318294434e-06, + 5.473348486523398e-06, + 0.08393253033722402, + 3.865671601993601e-18, + 0.3065507445413775, + 0.6602712927317067, + 0.952896461438915, + 0.09241954204400392, + 1.2010873639486952e-09, + 3.923868337810529e-19, + 1.7201314249769134e-05, + 5.9842017021946184e-05, + 0.9568586376409114, + 0.04773307742982083, + 0.9030630648954564, + 1.6440968108762835e-10, + 0.9881593791022855, + 0.004541939275121502, + 0.43632273945055344, + 1.576781049015023e-12, + 0.3103499633750304, + 6.411407062218726e-11, + 0.025522507345173306, + 0.4571267524537508, + 0.007372920847753785, + 5.415841091513253e-05, + 0.17535522490713698, + 0.6200191264434401, + 0.016776374536828134, + 0.010542268407974183, + 2.1690101605347877e-06, + 1.0230398328057887e-09, + 0.0017851077753867095, + 0.6253074729785588, + 0.16781170692420921, + 0.6762603767849725, + 8.66880028283023e-06, + 0.21019379776941224, + 3.7813836259011304e-08, + 0.8721801981450366, + 0.017310576690347836, + 0.08400564888995936, + 5.411089637058862e-07, + 4.358017399964682e-19, + 0.00018874954756573398, + 1.8846503518329886e-09, + 0.2531080346945499, + 0.01435154616115679, + 0.7578071705353455, + 6.594121031496375e-11, + 3.066816400082862e-09, + 0.0014781564386499696, + 0.0017359314553660288, + 0.9817571633132972, + 1.5733184874922337e-05, + 0.001054798150957872, + 0.42659899883553043, + 0.06717314746167462, + 0.9999824369833827, + 0.8064801128468383, + 0.0003631015956025023, + 0.013477536660972438, + 2.6259594944342682e-09, + 0.00286074164587085, + 3.840883379146005e-09, + 0.9189979307229998, + 8.724978050663281e-11, + 0.5510238190848352, + 0.13663325509845306, + 0.9814725813798816, + 0.012835184878068678, + 0.009652639865233034, + 0.7313004772125407, + 0.9878285126170646, + 0.08531125130716227, + 2.7140407146968745e-19, + 2.116102981142153e-05, + 0.6820828816673739, + 2.540385782266254e-09, + 4.2597038983189234e-05, + 0.01912914599774232, + 0.12064744814660706, + 0.2007846725736386, + 1.1682038055798687e-05, + 0.0004929443830967566, + 0.16142153493910513, + 0.6927284739856348, + 3.2058029824365935e-05, + 0.00013735397818589003, + 0.06062472414636901, + 0.0019479560282073094, + 0.010645742664139764, + 0.7229402747646713, + 1.1935727547838056e-05, + 0.030177115116537596, + 0.004069548713743714, + 0.0013714557769807785, + 0.05232293584227513, + 0.0008734291150384993, + 0.5470262258664031, + 0.49014059909128643, + 0.0011698976091428313, + 0.04405953695042731, + 5.367662930322675e-15, + 2.019371010252498e-05, + 0.22533818736788364, + 5.059268018347147e-06, + 4.885818190303836e-10, + 1.1792620198547909e-05, + 0.009205379916357507, + 0.910976440655284, + 0.8159997351828293, + 0.00062540312493935, + 0.08347012007977372, + 0.009147844851105758, + 0.08663018711441403, + 0.002996441059911982, + 3.6324678453942434e-05, + 3.4563821832606678e-12, + 2.22479245775409e-06, + 0.023570242092679203, + 0.1831008641551292, + 0.0007593709187518556, + 0.004809647339165209, + 0.02661901341546685, + 0.17308584817846936, + 0.05623969765134766, + 0.002001780506962734, + 4.0401602302377607e-07, + 0.4260370990247068, + 0.0024566613995594174, + 2.3193032675409715e-09, + 1.455454643354797e-09, + 3.306294726977306e-06, + 0.9621126135155146, + 0.00046691341445514594, + 0.0009335877397475439, + 0.03429196689427614, + 8.79808258676468e-05, + 0.3058276071775107, + 0.005010296880756728, + 0.005455948650352998, + 0.832092425446453, + 0.20485220115589178, + 0.0041953576278752625, + 8.7827809113869e-06, + 0.5167794713797388, + 0.19235527847515627, + 1.1573747718018387e-12, + 0.0012573291134755054, + 0.010754134378297649, + 2.865761181068636e-17, + 0.04334703469063071, + 0.5840313865057917, + 4.4971159828695086e-05, + 0.593556000875774, + 1.881556129389606e-07, + 3.004983175786254e-21, + 0.028550106750007673, + 0.023479833736140016, + 0.06433307293564373, + 0.7083321561163444, + 0.09065283157396309, + 0.025470129927617713, + 0.3325937405849398, + 1.2542709044843595e-10, + 4.797670819273574e-11, + 0.027898099997068524, + 0.0021599826479445335, + 4.288061274528428e-12, + 0.0166428144863479, + 2.8714235995204517e-11, + 0.16700238695824407, + 1.9222505329269396e-11, + 0.0012901050998255091, + 5.816198156100353e-06, + 0.11494525454586958, + 0.00014495244820804173, + 5.1965869237786914e-05, + 8.484679612832396e-07, + 8.196594168508185e-05, + 9.971927695141626e-10, + 0.005116908894983404, + 0.012057191686552752, + 7.788006642241452e-12, + 1.3476838815206954e-06, + 0.179869822021733, + 0.009700775278663285, + 5.8965825532273534e-09, + 8.791528792091479e-06, + 0.0001923946224825868, + 0.7681518469476317, + 0.35413956480716724, + 7.522966424525629e-39, + 6.682227508998666e-13, + 0.8881060918187593, + 0.9999159183515857, + 1.5287868958169778e-06, + 0.00096356249670228, + 0.000503078408241989, + 0.6478452100541796, + 0.10509240044197171, + 0.0002850477000508047, + 6.292508482614163e-05, + 6.824443935633372e-11, + 0.005705222646866366, + 0.02033152858341172, + 8.972874964473141e-23, + 0.07107326786246809, + 0.0004980981937029803, + 0.17056783005022774, + 5.205747814135745e-13, + 0.719721289271129, + 0.0010978001101328134, + 1.1632191696919047e-06, + 0.01715509285409933, + 0.2903735458375506, + 0.16331846122206153, + 4.242664544001054e-07, + 0.000712168399549902, + 4.754448689268302e-07, + 0.07307646175521611, + 5.327464570905556e-09, + 0.32659279774022887, + 0.07374277650129442, + 0.4617998595207737, + 0.7909681611467009, + 0.01324130567928128, + 1.1172681231673185e-09, + 2.6969240497211743e-06, + 3.2638164697935418e-18, + 0.048612718574064816, + 5.1742780017100865e-09, + 0.005148125088913826, + 0.005000714983246159, + 4.3010570162970683e-20, + 0.7190476633000864, + 0.17329446225064665, + 0.11437715368832059, + 0.0015533068872256917, + 3.3880779370352227e-06, + 0.10127701488327369, + 8.931118707950447e-09, + 3.22631215576307e-17, + 0.22145375202600717, + 0.00018898451821641778, + 2.297847365019622e-28, + 0.01325325430225775, + 0.9970810735264839, + 0.35873178402874634, + 0.2853651858825599, + 0.001085857884694292, + 2.874405088620128e-11, + 3.5494754382547974e-06, + 0.19512368158017965, + 4.571687145426927e-13, + 0.9917154195778283, + 0.0008410463262049864, + 4.1844204656850745e-06, + 0.014091834812985878, + 0.16226105872210986, + 0.23360064755545418, + 0.00017084793749428184, + 1.1803720094743849e-05, + 0.8335628155807207, + 0.0006632302023642794, + 0.890674412134246, + 7.821227297342693e-05, + 0.047500418245963065, + 2.076230188900006e-09, + 0.028841120314185294, + 0.002135395508824381, + 8.791337375549581e-11, + 0.3565824175820617, + 0.012543707479496144, + 9.676841058844168e-13, + 0.006994739048711697, + 1.3663244436091094e-13, + 0.7785203587282832, + 0.9452238258059368, + 0.03348513782913645, + 0.050613803315307064, + 0.0007203273634497641, + 1.122065541376287e-11, + 0.958125993878291, + 0.1061027506673246, + 0.0015540633634633617, + 0.7036114665313347, + 0.0011779121498253786, + 2.08811179824628e-06, + 0.39557283006052457, + 0.005545114882847214, + 0.8670359451224913, + 2.85457161196602e-20, + 0.8988195321747684, + 0.17626561714218478, + 1.6491625868474026e-05, + 0.8229775332896642, + 0.1977071625825792, + 0.0015049409515544069, + 6.543797506170647e-09, + 0.00011745292570152913, + 0.9978463890223274, + 0.32040566054657144, + 0.00015234207859282593, + 0.031139441648320432, + 0.592979884302459, + 0.024735187096086686, + 0.20498595740427858, + 7.904666691692783e-08, + 4.670959710524539e-10, + 0.00018213007532792187, + 1.1970670229620235e-13, + 0.7499774147724245, + 0.6400928837636369, + 0.0007475920088662304, + 0.0023502911279941626, + 2.5968051830498033e-05, + 0.6458841877174354, + 0.26959781390715915, + 0.021706833165644587, + 0.13071728008961828, + 2.1963948187825307e-05, + 2.8630589505369424e-05, + 2.766868018476386e-12, + 0.006640232600663268, + 0.1496053515472035, + 3.401132097296841e-05, + 0.14782418124781088, + 8.355234350872838e-09, + 0.025325436914040107, + 0.12044184325804762, + 1.9935841505768556e-09, + 2.6194208457773113e-49, + 0.3369477959105559, + 0.9370516031227215, + 7.344445669976137e-05, + 0.16261915858597814, + 0.04357770984078278, + 7.329550772264141e-07, + 0.06557656006982965, + 0.001977189373482025, + 2.612442162548307e-05, + 0.8002539472166345, + 6.0627081696810206e-05, + 0.27819375926573464, + 0.011686533038396158, + 2.980303808522294e-11, + 0.5352427644660789, + 0.1978111864075757, + 0.9970722507339231, + 4.778033718405342e-06, + 1.0308790096492517e-05, + 0.8579062861638519, + 0.004931799414803381, + 5.41813801823584e-05, + 0.23648530028781237, + 0.13960921197354872, + 0.47647725916542416, + 0.05399492094155749, + 3.6712605464961836e-06, + 6.748425059087892e-07, + 1.8932253757910526e-05, + 0.30183713924558037, + 0.11555032563887926, + 0.702182221753792, + 0.0023886177097129915, + 0.14330760418487332, + 0.09979176878623171, + 0.9992462183577078, + 0.030660305655400875, + 0.004648584793676501, + 0.04337675756579741, + 0.002531409799150095, + 5.321646824361799e-13, + 0.04693040562993318, + 5.3523416989615634e-08, + 0.016636439387617927, + 2.0990566194197417e-09, + 9.64758537881051e-08, + 5.5489433020264275e-06, + 0.02903149480483003, + 2.4884825269994297e-06, + 0.00535287544444328, + 0.9996039361734687, + 0.8780821162205397, + 0.029113675046816525, + 5.9258309346423315e-05, + 0.07131887895965032, + 0.2141430294502905, + 3.624286453526116e-12, + 1.9385296958875145e-05, + 0.17159119451540586, + 2.4071532458521716e-12, + 0.5782567415040996, + 0.04453664507575973, + 5.563049403256772e-07, + 0.8473027787543882, + 3.5917819662736266e-05, + 0.00023558438953564755, + 7.300748998219978e-12, + 3.657802325430329e-08, + 2.140567682573453e-09, + 0.08792053286463558, + 0.0015152736091549168, + 0.0014121113530304848, + 5.709792585668141e-07, + 2.359493279418465e-05, + 0.01566573529630321, + 0.520142562966357, + 6.7224725100782785e-12, + 0.0006358145821915762, + 0.015070117736978363, + 0.15540083222329906, + 6.664580785111777e-19, + 2.1625100194233476e-06, + 0.07699356231357349, + 0.0001224216015557835, + 0.007693364138024448, + 0.9809795416453266, + 8.869334819902084e-09, + 0.05683397776283487, + 3.380267466445484e-07, + 0.058442786767638165, + 0.3512099993147013, + 0.06604942037298792, + 0.00037330599296671226, + 0.00014510986230303568, + 1.2552070513370594e-07, + 0.9870681650591592, + 8.453937437182557e-21, + 8.299567569400653e-11, + 0.6848344025655463, + 7.1182029360919585e-06, + 0.9979168586925679, + 0.01328485308573497, + 0.15954667206763112, + 0.8049024081254638, + 1.282218045717204e-07, + 0.9961112034135523, + 1.943643329163646e-05, + 3.461090146724882e-05, + 4.336248915211465e-12, + 0.10809054056190313, + 0.7428674050892075, + 0.1445044490091768, + 0.6271651899304072, + 2.7299445045370373e-07, + 0.0859326305821936, + 0.2407834851274448, + 5.844353181555256e-05, + 0.015792536214196386, + 1.4534372636752855e-05, + 0.42704732831122555, + 0.3073455175000455, + 0.13813473422147096, + 0.1430834717062123, + 0.0006829078131721217, + 0.9921483246521281, + 0.6300774162038076, + 0.382299116599395, + 2.4200272914084204e-05, + 1.2977223548409229e-12, + 0.9768715154874016, + 0.2887821121371229, + 0.1770853723931433, + 4.136645293188293e-07, + 8.790639823467092e-11, + 0.021049593802522092, + 0.21414407706128366, + 3.2254115047940625e-09, + 0.00013035373476244594, + 0.004555445535264172, + 0.0002677253447324758, + 0.19663220196049583, + 9.139702273147941e-06, + 0.8524340311858682, + 0.00012232547823723956, + 8.354635135706189e-10, + 0.010524603671804487, + 1.0165991330864353e-07, + 0.027976319368114066, + 0.2803240618049781, + 0.0007161090680869595, + 2.4788152196846876e-08, + 7.112374980672888e-08, + 2.945889004748391e-05, + 0.003819630713332411, + 0.06418145740926387, + 0.047926301961512194, + 4.532178132806809e-08, + 1.9718461638085294e-08, + 5.384674865938481e-06, + 3.4044018592292074e-09, + 0.0038408497537654332, + 0.0002371171649247332, + 0.0015215459050359876, + 2.824838171178555e-07, + 0.02485833303711441, + 0.0008383371190557772, + 0.004400882692396517, + 0.49698657746775016, + 0.005734237641970588, + 0.3853279814196683, + 0.12101506240427455, + 0.3258424216826996, + 0.0009307741198808925, + 0.3720769318493449, + 0.00010640339680892519, + 4.916291857807056e-07, + 0.33819906050797255, + 0.9536288063717059, + 0.0018276684482259364, + 0.019854601616045225, + 0.01078977446683245, + 0.12038365750887574, + 0.1983974872863735, + 0.436054012418322, + 2.726795213740025e-05, + 0.010306211358415019, + 0.2113204010999071, + 0.07819773260341635, + 0.00011920815621570182, + 0.8957186034138787, + 2.358799408595743e-12, + 0.0002730741093737483, + 0.993907640508585, + 0.7049108096237513, + 8.617690321151911e-05, + 0.00023548398530282545, + 0.028102841820221235, + 2.1726812948594713e-06, + 0.010785856039257627, + 0.00022051509485330987, + 0.08270703290929299, + 0.9978181756995627, + 5.452956171109685e-07, + 0.9615095678818126, + 0.1597667619169859, + 0.35779578981476584, + 0.17046719675304534, + 0.13138063624664362, + 0.2934988894865499, + 6.571836250206896e-09, + 0.015118688795202735, + 5.26610198232263e-07, + 0.3577106338833083, + 0.3988316438888547, + 0.013296213535650931, + 0.4796192126478618, + 0.29467766676420354, + 0.0011124244045293912, + 5.211429518032226e-05, + 0.00015885280035631282, + 1.1645176007953573e-06, + 0.5966114032445182, + 9.269856286534953e-06, + 0.15429277719375545, + 0.24421800019384013, + 0.5807310498026715, + 0.2663218291296551, + 0.5683857430804992, + 0.00017826732131962273, + 1.333961253086736e-07, + 7.068398481825123e-07, + 3.84411494380164e-06, + 0.175893859093245, + 0.6484901183179359, + 5.955144376073137e-11, + 0.0002459255939532855, + 1.2762138401498879e-14, + 2.4271453775543743e-15, + 2.3491433657714282e-06, + 1.8209153028383105e-14, + 1.5343050772199347e-05, + 0.742607996130597, + 0.1705774891189026, + 2.755758317550774e-06, + 2.1018814110352505e-10, + 0.0778897019392824, + 0.00041421263212018796, + 0.00809997812039493, + 2.4766377943641216e-16, + 0.21431353403966466, + 2.0928742877273192e-05, + 0.002181055888525881, + 0.14890476973773858, + 0.9776309043909893, + 0.3057037241610045, + 0.008191003949891529, + 0.4034441830148262, + 0.004442125867061645, + 0.23940877797332424, + 0.17158078015830222, + 1.1072832748691463e-06, + 7.839473692255861e-05, + 1.8184290863297984e-07, + 0.18157007573354955, + 0.6545040041655847, + 0.0008301772768498663, + 0.12771730542469076, + 0.9514078714032256, + 0.0020564434412262485, + 0.060540486237856704, + 0.00010243139812726935, + 0.02924042742813026, + 6.928028508337246e-08, + 0.0008553465426979479, + 0.8547290390378189, + 1.0897690519328155e-17, + 0.014293627035641476, + 0.20978024788259902, + 0.7003247613270543, + 0.0047678534761551586, + 2.2427037313158187e-08, + 3.134609625185333e-06, + 0.012783326876117457, + 0.011600203271976955, + 5.797166275435668e-15, + 5.078875823924777e-11, + 0.2573036548988885, + 1.590675593132066e-07, + 5.787595065269992e-06, + 0.9990740127163178, + 0.4662234526842495, + 0.7793038987833807, + 0.9800153408241608, + 0.003980777639245972, + 1.3403088288246017e-10, + 7.36214346686958e-11, + 1.8312227429437752e-06, + 0.0001913862612403355, + 8.010420802284791e-07, + 0.7884228143394187, + 4.384033312861724e-06, + 0.00015241784029716493, + 2.7453038462692706e-05, + 9.750015103743861e-06, + 0.8317059149527205, + 2.610607838770166e-07, + 3.991874425156327e-08, + 0.9068209985846488, + 6.40226123691778e-11, + 2.0157781672384044e-05, + 0.856853090902812, + 0.01677668725854826, + 9.89995748832945e-09, + 9.89130185141561e-06, + 6.726788264333901e-11, + 1.0805281042219618e-05, + 2.058324664040647e-12, + 0.0007793309285840826, + 0.008689122860848332, + 0.09744109952173283, + 3.2059666382092464e-05, + 0.692077211226698, + 3.347636470700856e-07, + 0.1718385791184541, + 0.0009861476139093734, + 5.141798604078302e-05, + 0.001150789427489705, + 0.0006393887253012994, + 2.6146128386684033e-08, + 0.9517814704401183, + 0.010258665791685027, + 0.0019012021898357333, + 1.3461240565499824e-06, + 0.0001164452412666275, + 9.682451027667747e-09, + 6.137091634207818e-07, + 7.4911295742354795e-06, + 0.6434725013194788, + 0.1532552457395203, + 8.537412249099311e-05, + 0.0058817906334122354, + 0.0039930001698110585, + 0.7688885609557531, + 0.280916267315416, + 3.2033404184940173e-07, + 1.3580366584821994e-05, + 1.870784214187465e-32, + 0.1991105211135403, + 0.7096804819071094, + 0.003304666339304819, + 2.2255415107856695e-10, + 0.9963487153138991, + 0.00010269541919099177, + 7.109797588998867e-07, + 0.0023161277350598475, + 0.7307490393876965, + 0.004064242484294306, + 0.3148533553915054, + 0.8379124080106984, + 1.6468620875049046e-14, + 8.014552053703416e-05, + 0.00926741719751043, + 0.004701738027281102, + 8.41042906753442e-11, + 0.013294191978071176, + 0.8702747564153307, + 4.676348024758232e-16, + 0.00023170123574408602, + 0.762134065169691, + 0.08075719304662983, + 1.71355008268838e-07, + 0.4155981303106488, + 0.7832238746411126, + 0.5749883545048746, + 0.05975203615002091, + 0.7617117916675632, + 4.382371911444427e-09, + 0.35171827305975295, + 0.5879410069115536, + 0.02574384815488213, + 0.8766416829535001, + 0.015623125015174984, + 1.4494631940628516e-05, + 0.38709399390311794, + 3.3806088839528613e-06, + 2.5819239327418238e-20, + 0.07374749354682872, + 0.00329918675023533, + 0.004234211575449649, + 3.2726014174475136e-05, + 0.9370256165671754, + 5.965612601576139e-05, + 9.539079388092504e-11, + 3.6894279355120786e-08, + 6.349587381870357e-09, + 0.0012565556321093912, + 3.7583113596812325e-06, + 0.02781489960557828, + 0.1507617237315933, + 0.9523777137997054, + 5.249229013084931e-21, + 0.08911042732608376, + 0.00014226710311675248, + 1.9434578956726325e-05, + 6.0188214138537184e-05, + 3.9332797028650575e-07, + 0.00031258764298716993, + 1.1360100358266675e-09, + 0.021219228223240277, + 0.009305603016762564, + 0.029209115265844972, + 1.061433330715043e-06, + 0.0029199522209175065, + 4.313436238763778e-05, + 0.017401276395541548, + 0.30230025669114263, + 0.0182362642414343, + 0.000969172099781011, + 3.192661547446598e-20, + 0.9087794973331464, + 0.01860067037595715, + 5.779420916590932e-10, + 4.602958276567334e-05, + 0.010058492599618541, + 2.977633137292706e-15, + 0.14620022503452706, + 7.241602679145535e-08, + 5.935541123812558e-06, + 1.4822969241362264e-06, + 0.0018381164527874788, + 3.760605853396193e-11, + 0.10722087075643458, + 9.436296083409135e-07, + 3.202325737664184e-06, + 5.2730737109034785e-05, + 0.3782425796040074, + 0.00021477307863982875, + 0.5170262583277249, + 2.223512287585319e-05, + 0.0021041036874730325, + 0.7831815954780725, + 9.859359199240597e-05, + 0.49265776033265607, + 0.00450438095730228, + 0.9724813488425863, + 0.5186197975555189, + 0.6281065720772624, + 0.003548590683122284, + 2.7530069036395293e-08, + 0.881332718757465, + 0.011791097484547305, + 0.008406969598600546, + 0.7319947135802461, + 0.0001038438034413288, + 0.00016340168763944013, + 0.25595289290688883, + 0.0008087983587404539, + 1.405076392143399e-09, + 0.00031732960034256454, + 0.7562737829109272, + 0.002808748255632101, + 1.3136635853742255e-08, + 9.525989395549494e-14, + 2.3445003523289097e-08, + 0.05098995295549765, + 0.0019120029175298727, + 0.9306270591227634, + 0.5085383762936732, + 0.05696806095162226, + 0.17079257119819624, + 0.09981823617761225, + 0.06061952468218382, + 6.535359284263873e-09, + 0.002962534000470129, + 0.0015479886086815933, + 0.8671058341944419, + 0.43973029228059657, + 0.01337119740086678, + 0.03484435553928051, + 1.1787206110077617e-13, + 1.165635658754752e-22, + 0.8188271109956073, + 0.2600525755406837, + 0.02776786109281255, + 0.7831951405887794, + 0.551475741006285, + 0.9992687125052563, + 0.014527374280869953, + 0.6213013758284306, + 0.9417000436644373, + 0.15033546800940112, + 2.50794996743473e-05, + 0.006183252455135936, + 1.2181258662784955e-07, + 0.07142961396762819, + 1.1491414425138012e-10, + 3.722449576654705e-07, + 0.042466524350466044, + 2.424646811863749e-07, + 8.046111112551918e-17, + 0.9768381093321068, + 5.855925305718777e-07, + 0.7257117248873188, + 7.12231399307369e-11, + 0.02451362575565575, + 1.0962287230156083e-15, + 5.487813315740428e-20, + 0.004484318660633801, + 0.030469022399701826, + 4.957588362145732e-06, + 2.6607168672409043e-06, + 0.00018050755747179008, + 6.027395979173603e-13, + 0.19739670073465304, + 6.311442073026485e-06, + 0.13317872435456507, + 3.0701965190276463e-10, + 2.5258808019023345e-05, + 3.7074662287454654e-10, + 0.9567442225427127, + 0.004280126988174181, + 0.00011229903010842304, + 0.06286956934519952, + 0.005746034242487105, + 0.7311872477489416, + 7.625940358325662e-08, + 0.0002257268363636343, + 0.8675621859128931, + 1.63494523899076e-14, + 0.4202550444931365, + 0.14881553552968352, + 0.00010192619614884326, + 0.0023891640272868764, + 0.026933156533199564, + 0.027320652761541556, + 0.003963531421046737, + 0.2693129550116747, + 0.20230921953542846, + 1.2694406344667597e-11, + 8.850509958582733e-09, + 0.04449468066468338, + 0.7392524214102486, + 0.0013031804925159494, + 0.0007555400701042405, + 4.852303030368209e-05, + 0.829942205896889, + 0.516648968145894, + 0.3161799088617272, + 0.9968419181650937, + 0.9881854771297682, + 0.00010931180756350852, + 0.5186108075328619, + 0.9571130154633306, + 1.0482407943877888e-09, + 0.026204588079277277, + 2.8140766632338153e-05, + 0.014868782865033358, + 0.06215634425302259, + 0.0027696501168629965, + 0.5841764868295253, + 0.3173459590659861, + 0.016117761991219573, + 6.970309241279555e-05, + 4.0448413054282e-09, + 0.9897545428877758, + 0.2807944321841612, + 0.0007292223814934515, + 7.506550665489024e-05, + 3.453510810638203e-17, + 0.001720583751687443, + 0.0524616344079029, + 0.07431812620451536, + 1.1689828141897635e-05, + 0.9963946604279811, + 0.48480891804256804, + 0.012827468658849619, + 3.205744391382297e-10, + 0.05015983659008453, + 0.7183601881594968, + 7.1388702232606806e-09, + 1.7092586809303096e-05, + 0.03268450888220296 + ], + "z": [ + 0.638689008563623, + 1.058121237066397, + 0.3725063445214631, + 0.687369594994837, + -0.8810681732344304, + -0.7121672205062004, + 5.050261904362624, + 2.4847077434076663, + 2.740720485107304, + 0.0460027472934525, + 1.6157692413562963, + 1.190127261381771, + 0.665416998947916, + 4.995451552529023, + -0.852095589511699, + 0.06117639746256898, + 0.23144592255896204, + 4.200586411782645, + -0.21566763754531357, + -0.8729447039663312, + 0.8814088763643835, + 2.579964821294442, + -0.916272409337615, + 1.355472412517532, + 1.1701987091971189, + 0.1398806426458804, + 0.1619662592547908, + 0.5540577750659502, + 4.0734625253075345, + 0.03003598500797018, + -2.1523229384806655, + 0.9780364703895934, + 2.440316057548684, + 7.420501993310255, + -0.33011989433161465, + 4.7462984883709955, + -0.6277065073152069, + -0.28803812828644954, + 1.4185319085479782, + 1.3450389978880444, + 1.2841969564968903, + 0.33802348131240073, + 1.848667692522921, + 6.9646064348242565, + 4.456396178444528, + 5.14470310940949, + -1.152555982942232, + 1.244717394721279, + 0.7857739444204697, + -0.9379255763501299, + 0.21662570120773936, + 2.146610385203229, + 3.5851495346936755, + 1.0693518365490668, + 0.5645108075912775, + 0.374316136658203, + 1.7671170943443826, + 0.4675697066569847, + -1.1818741069012393, + 0.4494741876308569, + 2.0921632707451687, + -0.6715617701314555, + -0.3610459184049964, + 0.4220818025996307, + 3.920664235570495, + 0.6075786730478188, + 9.392255893625993, + 2.320041087406906, + 0.19613668537600365, + -0.9039984549048486, + -0.6495529215149499, + 0.25953210639228624, + 1.1038773433164333, + 0.6331508250470403, + 3.000724688049248, + 1.145882708325124, + -1.0921462898738472, + 1.388957694880235, + 0.913771635579258, + -1.5400134569397577, + 1.7518349114221088, + 10.421413812156649, + 2.3313062396453783, + -0.7908508526004396, + -1.365783898812256, + -0.14891457628243168, + 1.3421097302674343, + 1.7963608229269636, + 3.7715863592289063, + 6.360031650505034, + 8.502595406723257, + 2.154195993159189, + -0.9647054137398412, + 1.6284685547723217, + -0.2842126364640116, + 1.5911804927880697, + 10.247517666468392, + 0.34033528485575004, + 8.511234277128437, + -0.340907875701983, + 10.309910483398092, + 0.12257588896893176, + 3.769415986436829, + -0.16563141030186443, + 3.182076663469454, + -2.128734093773671, + 0.7133931882404317, + 3.591546299820701, + -1.0796031947282072, + -1.686802763001559, + -0.04034024879652054, + 4.844743761322112, + -0.5412572122622091, + 2.05868182160631, + -0.5258579857935985, + 0.17775011649842967, + 0.41833246426019577, + 6.384139916001437, + 1.6006736085160984, + 5.567310004250481, + 1.4510142362820402, + 3.909134621332008, + -1.6826583159843231, + 7.697773390563986, + -0.10670457547352774, + -0.1244813060105977, + 0.5059709645455023, + -0.7282722024066131, + 2.16694356328226, + 1.1905486131900995, + 2.7436543775777142, + 1.1705017249313001, + 8.683972129710764, + -0.5639474873988312, + -0.8162172138738008, + 0.09292462735614715, + 0.8789954390516043, + 9.956632031786391, + -1.5768391503422479, + -0.7922764624412636, + 4.192017124760927, + 0.596065870290916, + 11.972366546623636, + 6.678813186069386, + 0.5092202577918996, + 1.623888474938014, + 2.271449771682391, + -0.37579000672525276, + 0.49142949112903356, + 9.759739664428645, + 0.19548173242578862, + 5.4113929896090465, + 1.8023079404845763, + 7.282479728579131, + 0.8104213388433181, + 0.22270430231429753, + 7.0905298753471415, + 11.925147321890204, + 0.17817849428107047, + -0.4030759890650308, + 1.9917649125028483, + 5.988767511823882, + -0.5501152575326811, + -0.1465994530410181, + 1.0320259421069724, + 1.414276988819384, + 0.7152213785841233, + -0.5320517427466316, + -0.6024249893812438, + 1.5369943041680059, + 7.353128398486176, + 0.41852633618621576, + -1.7746382142665433, + 1.6701882290245462, + 0.2720484062786966, + 1.4909894742353038, + 7.673601074937385, + 1.1014423150112405, + 0.7683164626155029, + 1.3869212433401854, + 0.5359651937875863, + 0.42531411197984725, + 2.281169011597267, + 6.3592993809439236, + 5.475150411917277, + -1.2646054404469076, + -0.8477122479592647, + 0.29271548214190707, + 0.14572313486926605, + 1.6392593086705203, + 0.14103329229224348, + 1.588626932929414, + 0.6955204007522842, + -1.0489547105891632, + 8.998255579409898, + 7.355030870975733, + -0.38144588515916766, + 0.4210855351680945, + -0.3861671340929476, + -0.3888335008292545, + -0.0976902709190703, + -0.5602443900627705, + -2.929448689967704, + 2.0529942724262407, + 1.324472075143464, + 1.4547079166262957, + 0.02641275892811698, + -1.1235578739259098, + 1.9619130119655337, + 3.628147176557805, + 0.7190907047600013, + 1.043548449254972, + 0.1752908190941541, + 2.9236455513711377, + -0.3872567549680631, + 0.13192798996498975, + -0.4545477041888977, + -0.21862021448776622, + 9.52972657764603, + -0.07620936372090985, + 0.06159436789495865, + -0.7176853974538395, + -0.7161363408692597, + 1.7736918060751377, + 1.0279185184937676, + -2.0510874553367944, + 9.474514597781454, + 3.4348714088217616, + -0.2602270107038688, + -2.6030492600181847, + 4.806484151830098, + 1.8593686234627436, + -1.0105982199173396, + -0.5026451026734877, + 1.6377365426463277, + 0.6649271623017413, + -0.4910937674717928, + 4.242714695462485, + -0.32656760601148416, + 5.722103229407302, + 0.4962010689194457, + -0.535316712567659, + 0.7970006428619382, + 2.1699523774216294, + 1.4588317518007, + 7.035233053832671, + 0.7233778446863361, + -0.1019718349036941, + 4.506578318301543, + -0.627313444697032, + 0.04522270947974964, + 0.3301789018517706, + -0.4801843663320866, + -1.3724655478412202, + 0.4894026484811471, + -0.061003971568241194, + 2.1702643390190106, + -0.5336003062469419, + 1.2337223498113028, + -0.8767156192302837, + 2.8614928294765885, + -1.746186985346181, + 0.435289723249269, + 0.4754391672062363, + -0.7947374085240315, + 0.42439394783294027, + 1.3306877587099928, + -2.096246922488537, + 0.5027448075686947, + -2.4932573434912624, + 0.8330334166941218, + 1.726174117687578, + -0.5817819744262285, + -1.1737920491210516, + -0.196013782759856, + 9.749424807639869, + 1.7097134008656463, + -1.0513099116393445, + 1.4974316831863086, + 10.738763261725326, + 9.895727959225573, + -1.2390374146576844, + 2.105479126776182, + 1.5994731758316167, + 7.157399088304029, + 0.2385216554822972, + -0.046178863837528686, + -0.15973083019656936, + 0.33085130529802215, + 1.5080536645999998, + 1.0827323269715203, + -1.0773760769847582, + 2.0872291286442186, + 0.3181131219501851, + 2.3927440963611937, + 1.4665408592838087, + 6.085632643197739, + -0.0248475776051348, + -0.5314429191675182, + -1.3963084968244626, + 3.2504454359804256, + 4.144741163805039, + -1.8400735018412089, + -0.025158927053971304, + 0.6405476895234627, + 0.8538428192083422, + -0.11312799924109469, + 1.9667116139564642, + 0.9702145079531078, + 3.8612346181918102, + 5.719759906488456, + 1.3270052773065435, + 0.9583858310147236, + 0.051687946091577015, + 0.2290746882057026, + 1.5604451984562095, + 0.2243397085208626, + 0.9554988056504526, + -0.24747505104138856, + 1.3119837385739466, + 7.511262358933548, + 1.9269965661123407, + -0.12628955182882606, + 0.30248892317396564, + -0.8319210367150808, + 0.3744874223042428, + -0.815375539004934, + -1.0662349318992248, + 4.339308923277033, + 1.3332289071705674, + 1.9203675021442612, + -1.0903624765329865, + 10.042064485175732, + 2.2938102150833677, + 2.157956981628535, + -0.9072684045696319, + 1.239584006729002, + -0.3961941833473773, + 3.019616149495813, + 0.6041208895930896, + 12.220792947883071, + -1.4710337598776742, + 1.2592750839914557, + 1.2873592185305864, + 0.6492317491940639, + 3.3431398120277014, + 0.33785344240117166, + -0.22735822275246034, + 7.511692668835208, + -0.7124771494255431, + 10.956556217128385, + 0.0014649416872168973, + 1.25713418399109, + -0.7908993609052513, + -0.4914417430797859, + 1.103338764338186, + -1.3495762106723985, + 3.150610407915346, + 0.15946448586719347, + 0.11137260184972926, + -0.10914589452903929, + 0.39581978109728944, + 8.478059343100643, + 10.186875803518697, + -0.6509524303764622, + 0.22198293522427343, + 1.2019661355114353, + 0.8946471876860789, + 8.208400487301846, + 1.4125074070254477, + -1.9626846157401767, + 7.083049567373717, + 1.909546138244231, + -0.9478718361510038, + 3.1214052551136637, + 0.8194809304013316, + 7.1275579360152665, + -0.6327550298850391, + 9.584636459329436, + 1.1283703237324447, + -0.2358050709522869, + 8.973961043211677, + 2.3986177093623535, + 0.28186780581094595, + -0.3391222138320637, + 0.37123564452597063, + 9.854731210123518, + 3.661862215391499, + -0.49540860433205, + 0.1288254421036632, + 4.939841050472576, + 0.21234426095463096, + 1.238858710413941, + -1.114045659695324, + 0.25866115252634786, + 0.21456107661093954, + 0.7828737349497695, + 7.068648578149147, + 6.8089816844731255, + 0.5582734923623255, + 0.4682767191115364, + -0.8253940022838372, + 6.608205359445543, + 3.0601184351262525, + 0.2242467985643878, + -0.779304857474902, + 0.16070926345535833, + 2.212817345292296, + -0.360039268729314, + -0.6616747718486885, + 1.8694020751834333, + 0.3127183236763014, + 2.670976977894523, + -1.2578680723565443, + 0.9846346217153934, + 1.7948404938319396, + -0.1421465170047046, + 0.33868731792169, + 4.398935440703917, + 10.242831411255665, + -1.142284867506731, + 2.446349772615266, + 0.37108849337530936, + 0.07288142756628765, + 0.728962591699991, + -0.13047109506343973, + 1.1919687413233198, + 7.918821512317132, + -1.1189398575662006, + 2.3884077366876175, + 0.2955600471944372, + 1.229214784595081, + 5.9555223296096225, + 1.127576585328713, + 12.455912424018123, + 0.2648230913151637, + 1.2754938258999797, + 8.42734842806129, + 0.5826772388534832, + 0.8400103183202283, + 3.5830477146323796, + 2.453460425113712, + 5.63696959172722, + 0.22486247822146627, + -0.5717093293505964, + 0.33261425874925665, + 0.9333173948786484, + 2.7956506916791963, + 2.2206752221031794, + 8.474438963024099, + -0.8924347419762898, + 0.5961553380524532, + 0.8575426289569806, + 10.300074851766276, + -0.21796395721304218, + 1.3986885268039093, + 0.8578344371764253, + 0.06476114623224044, + -1.4359095238632058, + -0.8465117601281753, + 0.28100978551597616, + -1.966231232278657, + 1.012637430634638, + -0.1581528796137824, + 3.2431484590277537, + 2.598231198664411, + -0.18142418442224675, + -0.05280824808688216, + 10.991620875736716, + 10.483993772123435, + -1.3468923069678516, + -1.7857828822612223, + 0.09115398404212183, + 2.72416787767677, + 0.49687359054383995, + 1.069965307953439, + 0.5162144167887504, + -2.3161438629448052, + 6.6405816103431405, + -0.3828298222076373, + -2.0184823013392346, + 8.618091533503264, + 0.7935348664153047, + -0.11970128822592078, + -0.45784838610948175, + -0.159361866365674, + -0.370582740995106, + -0.4688417832938113, + -0.6995279408988826, + 0.5354010185441194, + 0.3216842511690858, + 0.1682957552947621, + -0.8384911288903474, + 5.019922467527903, + -2.17706504637563, + 0.1848348097073055, + 1.579558885183351, + 0.07987619019088488, + -0.5859276733177553, + 0.32912840381032377, + 2.0227782575632185, + -0.4470004002845916, + -0.6153166878856519, + 7.840872274037183, + 0.10343821800145457, + 2.610415817772093, + 0.27736184223214233, + 0.5621488884926683, + 3.8341823039139986, + 0.649402199781277, + -0.8092813123304627, + 0.8247310143007357, + 0.22576277831880573, + 9.88829490252525, + -0.97536602727825, + 1.3035079327647159, + 7.513046770988573, + -0.5528496553379411, + 10.980993440607616, + -0.36472230752785745, + 0.8134632281652742, + 7.289320963774351, + -1.7710672708700455, + 10.432654414553728, + -1.8309505140054338, + -1.22809772225109, + -2.0755880090351706, + 0.9948357128281382, + 7.278353590620203, + 1.118348276905404, + 5.229074204633495, + -1.1722310234921356, + 1.32369616936851, + 1.8572829195659604, + 0.3169427568543003, + -0.7273233239822586, + 0.18120808649744988, + 5.573751320428319, + 3.6596209753932385, + 0.9689335239982292, + 1.6880336874180504, + -0.23383609639849182, + 9.929363431216009, + 5.975163109889572, + 3.6586559601085584, + 0.21233535580331608, + -0.9933586995689735, + 8.752836327884038, + 1.4992785675400182, + 0.1705826194277229, + -1.2172785555751862, + 0.15946250768319317, + -0.6822915774666631, + 2.6550552348439327, + 0.03471378100667691, + -1.9672006760904293, + 0.7005300395743315, + 0.8134758990390346, + 0.9724593447701049, + 0.4202829399177231, + 7.667842074449484, + 0.09889363153070779, + -1.2644983986003304, + -1.687860415816532, + -0.3828161730138356, + 0.1560342474063045, + 2.4055609244351768, + -1.1768694675416898, + -0.3998988142496151, + 0.26929546381823205, + -0.04459844122206214, + 0.22069733773253752, + -0.02830062636159425, + 1.6509809343312816, + -1.1761728833369673, + 0.48756049427133497, + 1.181944939708621, + 0.480908126792914, + -0.1641157295271757, + -0.5259258750137318, + 1.051303110096616, + -1.4229721004235019, + -0.7215409300084995, + -0.38917439430116363, + 1.2816625844359633, + 5.349633410718397, + -0.9107033820905395, + 3.5429721088117794, + 0.5958274799464511, + 2.548635224593461, + 0.9881972997555881, + 2.3490261892299436, + 1.6098448897024626, + 0.8282346064764806, + 4.472852275683423, + 9.0733485516918, + -0.13166403459685, + -1.2346057983642598, + -0.41676466239847854, + 1.6974914227319082, + 3.280037934645131, + 3.253383307380768, + -0.36523325746389185, + -0.048237106648372136, + 0.7174148088065859, + 1.3733265677925637, + -0.7227982501804521, + 8.761795682961763, + -0.45194937188828965, + -0.7866077646259368, + 9.932031419605297, + 6.83349851766949, + -0.37099611324655035, + -0.7261067818273146, + 0.6005530889851678, + 1.6536389953052335, + 0.24774579323170365, + 0.9983233658596621, + -0.5631515960605328, + 10.135943196289396, + -1.0973628660148955, + 8.138170751286225, + 0.8582962117108228, + 4.769857232561232, + 2.6546877962000988, + 1.5568110845208358, + 1.402288334975568, + -0.1962805856695743, + 0.4528868968537629, + 0.17554149568058022, + 1.7333127553523373, + 3.0979985908686754, + 0.06888437120779267, + 5.332483035995807, + 0.7506488465420889, + -0.15099973143456452, + 0.14356991283075557, + 0.8512005165197762, + 0.6928692294134446, + 6.548685351253987, + -0.7998478081390689, + -0.3650743651857531, + 2.0491272448770004, + 6.808942323235275, + 4.056672818820982, + 6.394406533102777, + 0.4311234960149306, + 0.37964098234721855, + -0.5561116783622987, + -0.13002185240418201, + 3.4280081167587815, + 5.542343177387482, + 1.614778791305366, + -0.31956889855252557, + 1.3254321090952061, + -1.406815009497514, + 0.5859276925983069, + -0.7367701359474399, + -1.4151137614164655, + 7.644614003716916, + 2.715246679784995, + -0.8449138810103208, + -1.49901595835652, + 0.6870522550578688, + -0.0832932024559792, + 0.6293194087584479, + 0.9495945713644907, + 2.0837201591241525, + 1.8557126022230357, + 0.2460453034205506, + 1.1426211913704862, + 8.164741684807066, + 2.7943777212938774, + -0.25447690591222094, + 4.994746626429732, + 0.5069048827374705, + 1.214718658100625, + 1.8880621879940598, + 0.6715422445618021, + 1.5288153067570582, + 0.8875057858431457, + 2.576547411646973, + 6.6051260362710105, + 0.39661377819194826, + 2.5266779549530662, + 8.181301316552606, + -0.32887489280469345, + -0.16716388637767365, + 0.3801774327073968, + 1.5226264499320903, + -0.596973593918223, + -2.3817509020424583, + 8.135069645353719, + 0.9134737320174067, + 0.6805661733062944, + 2.5259887266365664, + 6.723254311396064, + -1.2313522014582348, + 0.5152945458948406, + -0.8342504639383729, + 2.3119300021416307, + 0.6865092410742855, + -0.5806483025538931, + -0.6113852468807406, + 2.480092342375297, + -0.23950033134615664, + 1.1168916514806069, + 10.177156296907224, + 3.9306027879339664, + 9.68347967298959, + 9.84946173976183, + 0.8086474523613565, + -0.6082265061044504, + 0.36311562848073775, + 0.31112830337062464, + -1.8877354294837496, + 2.0152831208814423, + 9.174872604316734, + -0.39715147581285903, + -1.1007455620528839, + 0.347836144188179, + 0.08679519956543402, + 8.672728098090435, + 0.19158000680192838, + 0.5062413884933686, + 10.515515685238295, + 0.5681032057688722, + -1.0494539210932172, + 9.931093761740572, + 1.80838143607377, + 3.1520568335116597, + -1.123395120221084, + 0.24288201382295382, + -2.081990650378565, + 0.5531491563997923, + -0.5404069888809317, + 2.010337023433437, + 0.1997960251987464, + -1.6888624413034408, + 6.44950837156446, + -1.9754844235806668, + 2.469485245691851, + -2.0552215701172267, + 0.02897176104356671, + -2.0663039255812996, + -0.31390391728362893, + 1.643378417265818, + 9.878462595836977, + -0.7609069470480837, + -0.012191467040726642, + 0.018030333285012086, + 0.4737947982560719, + -1.3668582664563163, + 0.5925734109389649, + -2.7043167203070326, + 5.804840460830977, + 1.0442786149436583, + 0.6341805672961484, + 0.0814487590109915, + -1.365633052158176, + 6.703892483740516, + 3.007842682701567, + -0.0790641385241378, + -0.5789883059698983, + -0.48083378951197936, + 2.687273208294692, + 6.57911224620188, + -0.055044580636025096, + 2.1699365903060843, + 8.539804516255069, + -1.8508157773827487, + 0.7835967745961957, + -0.6554817839435048, + 6.989252866134345, + -0.740513953288171, + 2.8887334131475413, + 9.977662192203326, + 0.802128458618284, + 0.8630249670923474, + -1.3235528838175412, + -1.1041363562800581, + -2.839078658644384, + -0.6764389013020422, + 9.659450750538966, + 0.5169465157483756, + -0.21919625059468303, + 7.599040367978857, + 0.1186863878908927, + 0.20476059595186685, + 4.9218595825871025, + 6.216351959000654, + 6.049531232886094, + 1.5299552324548764, + 7.202017627712262, + 0.7007006559443028, + 6.331837175070083, + 5.775067276128644, + 0.6507455315541449, + 8.028359745873608, + 0.33748241275380025, + 0.4604165713017101, + 4.065782279301318, + -1.0196615136200171, + 0.2063617713254507, + 2.199670874185924, + 0.4816276320168806, + 1.0043293048263375, + -0.23668470987088297, + 10.120156405095466, + 0.27986439947668357, + -0.950910728733324, + 0.318521373741668, + -0.9916965999444367, + -0.620314718563698, + 0.18936589040597093, + 0.5753932694359069, + 0.3183847722388038, + 10.577762909179931, + 0.5720062783004729, + 0.1863758376499538, + -1.5361621254180078, + -0.14471023329186405, + -0.4453418317197748, + 0.11314439033272568, + -0.3599907847256948, + -2.0074568493849094, + -0.17615465606875563, + -0.21256308090068732, + 0.9257521774325084, + -0.6981890602777425, + 1.7078741955817411, + -1.9112092070278808, + 1.4851802617580399, + 2.7986835960333214, + 1.0419475147578992, + 0.0894932050565432, + 1.1395555360254692, + 8.700433008778653, + -0.9126137214182407, + 1.420504293050484, + -0.11302035005448445, + 0.322143399620396, + 1.2347519140448249, + 0.43004700825083586, + 0.5954916217995252, + -0.5898354010516528, + -0.1321545326751305, + 0.09066012991216368, + -1.5002218610708755, + 0.2933716647439111, + 1.3510823287092226, + 0.8862232118421722, + -0.062112269956144515, + 4.025549254552967, + -0.29209477485005936, + 6.526845969105231, + -0.20013022656540536, + 0.2528831290095784, + 8.97784609892279, + -0.7763855489259825, + 6.485366787823454, + -1.485417600170354, + 11.354455619538662, + 4.813522391603214, + 6.038366972947342, + -1.8545242643517201, + -0.45479444207700254, + 7.773520656547766, + -0.48973537052799954, + -0.05324126980287415, + 8.277738750275367, + 0.20864178943503905, + 0.30931067027750825, + 1.464009540223326, + -0.8726661060153256, + 1.7987250324020758, + -0.732027738759821, + 9.218946081166568, + -0.21497371632454548, + 0.0022880675098625866, + 1.0703651602308824, + 1.2718926563886916, + 0.39908696927588905, + -0.36912302434624017, + 9.25035014270542, + 5.42334129116885, + 1.460984296385978, + 1.712155570976114, + 1.6170686597992763, + 2.2445549790927792, + 0.3813096776183775, + 0.3412781960094796, + -1.5034309390032519, + 6.040328205115355, + 4.785678652036134, + 0.03888774272779556, + -0.16633911952193686, + 0.24353020418752336, + -0.06040372919690829, + 9.316051360589972, + 2.6866366236658146, + -0.4692446741420421, + 8.822117644847083, + 5.297626335116648, + 10.519223808724869, + -0.3321369633841009, + 5.563186872786869, + 9.501168666830068, + 1.5161833236376963, + 0.4800778303635765, + -0.2068132287583832, + -1.8363585656445311, + 0.2815222560878933, + 0.7938184682929571, + -0.2973723567935298, + 0.17828184099011243, + 0.986378930552749, + -0.711973227258922, + 8.225577875078168, + -0.16062526360018864, + 6.772943297624451, + -0.9662463190410226, + 0.06975780165786677, + 0.4915056472467946, + -0.009288561567815747, + 0.35182425929257577, + 2.1180979225124412, + -0.3428292856739426, + 0.278375241813342, + -0.5074082870244166, + -0.8463597198809455, + 1.3890593539287606, + -0.4786954571009583, + 1.691263041092776, + 2.349075789770954, + -0.7157908481956501, + -0.4166253019079963, + 9.50431921231588, + 0.4386001185914889, + 0.2646738022558692, + 1.9127914874001124, + -2.3689317281103373, + 4.924942607293744, + -0.49587740941611347, + 1.099557455907345, + 7.109973827523335, + -3.007632339693594, + 4.7737298511505735, + 1.7318125789995495, + -1.0891891448379414, + -0.9616479604480612, + -0.7004121543026788, + 0.3837418450893557, + -0.5866799619725396, + 3.1871934690922665, + -0.8315344675501062, + -0.8568518650008553, + -1.1260538724059506, + 0.1886061282743416, + 6.854476455612347, + 0.8108755848209261, + -1.8517813709590152, + 0.04597670663378882, + 8.857758482180596, + 7.023137118020895, + 2.680033117523797, + 10.292877786003453, + 8.077991978735318, + -2.3908630862373887, + 6.030882451110319, + 9.565569860985235, + 1.1785127002808309, + -1.1113570081769764, + 0.5201835471950759, + 2.0175056691941866, + 1.0412690508874918, + 0.30427800675967875, + 5.850320949119602, + 1.602578133533949, + 1.5167505556225438, + -0.6101606088809378, + 0.50448329683143, + 8.334511122306504, + 1.6284846573338316, + 1.44237962303717, + -0.346551633891294, + 1.453275476042545, + -0.061024821541643376, + -1.3172814288788284, + 1.6352488617768741, + -0.5897754194741888, + 10.662635417796853, + 4.873300047965762, + -1.414843541354374, + 0.16429476857631345, + 2.6978215080536443, + 7.676588340109427, + -0.05751768161676089, + 1.0755143278249908, + 0.5375135540251403 + ] + } + ], + "layout": { + "font": { + "size": 18 + }, + "legend": { + "title": { + "text": "Data" + }, + "tracegroupgap": 0 + }, + "margin": { + "t": 60 + }, + "plot_bgcolor": "#F5F5F8", + "scene": { + "domain": { + "x": [ + 0, + 1 + ], + "y": [ + 0, + 1 + ] + }, + "xaxis": { + "title": { + "text": "x" + } + }, + "yaxis": { + "title": { + "text": "y" + } + }, + "zaxis": { + "title": { + "text": "z" + } + } + }, + "showlegend": false, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "heatmapgl": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmapgl" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "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, + "#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, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 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, + "#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 + } + } + }, + "title": { + "text": "Real Data" + } + } + }, + "text/html": [ + "
" ] }, "metadata": {}, "output_type": "display_data" - }, + } + ], + "source": [ + "scatter_3d(data, title='Real Data')" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ { "data": { - "image/png": "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", - "text/plain": [ - "
" + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "hovertemplate": "Data=Real
x=%{x}
y=%{y}
z=%{z}", + "legendgroup": "Real", + "marker": { + "color": "#000036", + "size": 5, + "symbol": "circle" + }, + "mode": "markers", + "name": "Real", + "scene": "scene", + "showlegend": true, + "type": "scatter3d", + "x": [ + 0.7473578392251404, + 1.0147788640266442, + 0.34157172863670787, + 0.8730093596948431, + -0.016798927409927923, + 0.0200037547832678, + -0.09912208339153819, + 1.2343808512915209, + 0.2746214597030531, + 0.06635628134661631, + 1.0723849538614785, + 0.4577843858100696, + -0.13361015944244992, + 1.0144539617874555, + 0.08882508584962896, + 0.035376356503388745, + 0.9614742629030394, + 0.42299321140115453, + 1.0813639581025491, + 0.5567693313952154, + -0.08501363491254206, + 1.0467919299656643, + 0.9452295627114053, + 0.27050708707899335, + 0.11241840020550596, + 0.8648786132253851, + 0.07359626160766665, + 0.217599653032008, + 0.04120971436772358, + 0.2028449228270769, + -0.07179347490484797, + 0.8425749724882061, + 0.9956168215304657, + -0.2393912335420564, + 1.099847863997647, + 0.09618767009946505, + 0.880659515348983, + 0.24153159048621398, + -0.13923391370446375, + 0.03086449529366573, + 0.18650686790599988, + -0.13868733914151934, + 0.9929673917971589, + 0.00042400121499995514, + 1.0718214893433617, + 1.0033829413067394, + -0.03680194599958768, + 1.0527989554935753, + 0.02463881738739685, + 1.0075379956176809, + 0.5952886492170045, + 0.26480227766464515, + 0.06639964681225981, + -0.028119044413825553, + -0.16200219710817565, + 0.8137813493654543, + 0.988102774650195, + -0.05784784753826986, + 0.9923475629150446, + -0.04349875442854595, + 0.9865107684706486, + 1.126337737029176, + 0.3902814059322054, + -0.05672396277425884, + 1.0687214907452316, + 1.0735681598941984, + 0.5695303392625222, + 0.18182323184554744, + 1.008258528091317, + 0.3175606072477723, + 1.1129591201062226, + 0.9323690408631947, + 0.13359254045920912, + 0.6679905606576045, + 0.0985717553137767, + -0.014507926012533886, + 1.0425272082924335, + 0.5509589280422298, + 0.025932115087705244, + 0.18219441082472565, + 1.0749872371603904, + 1.088798334643843, + 1.0091626349950664, + 1.0050390383663448, + 0.9462633074086408, + 0.9288795569956702, + 0.9316875173668997, + 1.1235876416604569, + -0.08635037894311912, + 1.0827636292176646, + 0.12865791254137743, + 0.07559591934586112, + 1.0083757486754774, + 1.0325479937860047, + 0.13700707390237551, + -0.1062400627502792, + 0.9367625980243321, + -0.026147575394680184, + 0.8703427077605886, + 0.5819676191084457, + 0.9264121819566609, + -0.04060688393604667, + 0.8663512061855649, + 1.0526255285239126, + 0.0391090674263724, + 1.0481298367930338, + 0.7165902284593402, + 0.2614503933788327, + 0.7704912731781689, + 0.16190891640202687, + 1.0187075981598197, + 0.2301224042808147, + 0.985195609884523, + 1.162374326682949, + 1.218055616342861, + 0.12879643058697043, + 0.9571570818252975, + 0.9605937445498057, + 0.09597451634658995, + -0.10219261413086371, + 0.1994707357368675, + 0.5531141686119329, + 0.8965695541531544, + -0.06520677877098194, + 0.7600037639270204, + 0.9980059903330784, + 0.9008472193779062, + 0.5177951271066582, + 0.9118945952670017, + 1.07288138275176, + 0.3476327119897458, + 0.8973711129188735, + 1.0154527300194158, + 0.918434008650703, + 0.17614544203136953, + 0.9436631978167178, + 1.1267243153920816, + 0.14735285301591786, + 0.9717433313691451, + 0.8580385958861686, + 0.04992420464835377, + 0.07243997718076112, + 0.994596828981793, + 0.2735758191161216, + 0.11402167768765616, + -0.07349544516077651, + 0.17366547108716504, + -0.01876062819600507, + -0.0022852373917196978, + 0.897956604099357, + -0.04651206420928693, + 0.9830890183035713, + 0.018459281018892642, + 0.6978684492325253, + 0.9913756120955669, + 0.8288984988128955, + 0.18660353539874952, + -0.12233818186284663, + -0.039617677614292864, + 1.0464409674766462, + 0.11397721376018634, + 0.018074325743275412, + -0.1648827030474754, + 0.06365183086535896, + 0.05362331849041228, + -0.013482405393136972, + 0.8383416501457357, + 1.0241544268443799, + 0.0983434480860758, + 0.15605924024220313, + -0.1640499083716947, + 0.10959375168597808, + 0.10105727399242748, + 0.17706384943221873, + 0.591458373618646, + 0.12033210579749, + 0.7455117609949717, + 1.0648123144636708, + 0.9971862872538805, + 0.036700744101853464, + 0.5543397341715283, + -0.07107063524734206, + 0.11323171153373021, + 0.009056389773378202, + -0.11209929642083695, + 0.0005106133386572739, + 0.8891792906687938, + 0.16889873570344333, + 0.7915637867607901, + -0.07937618935138045, + 0.8024470667081672, + 0.026033618798529792, + 1.0273848576326057, + 0.08731869143321286, + -0.1419087731601579, + 0.22929179581742432, + 0.10476866503134553, + 0.6566693584163412, + 0.09179293203488857, + 0.8232991630069972, + 0.19081525495304388, + -0.02444183097584023, + 0.9168996462210164, + 0.6798591712599797, + -0.03435450129917359, + 0.1224771761394612, + 0.36623572934929194, + 0.76048191273738, + 0.021367655211323333, + 1.0549720201663328, + 0.8363526706088501, + 0.9484998896980701, + -0.04766921314275597, + 1.1852672929837458, + 0.09227509895893017, + 0.5478789063229786, + 0.8285553433382293, + 1.18961025535155, + 0.09694831724959053, + 1.0244786491148636, + 0.0040922622246004695, + 1.0847793903060965, + 0.02834582639551285, + -0.049565743982916244, + 1.023376272384888, + 0.9088483250425772, + -0.047465607074541796, + 0.7621783108927964, + 0.8234847816796902, + 1.0893156655853227, + -0.028128395059940747, + 0.034151404893660794, + 1.1583170259686273, + -0.06156216536267815, + 1.047315776939938, + 0.8742370362002986, + 0.9795413698675376, + 0.9519830780161808, + 0.9077747094973925, + 0.6868014921339507, + -0.07770809160656081, + -0.014318087953308207, + 0.9816961685191822, + 0.17561568662100424, + 0.19715617472092978, + -0.14584196238416614, + -0.15282763149843323, + -0.04604841654209144, + -0.08438037522328282, + 0.9480506716639325, + -0.18854146456133777, + 0.8672737652387024, + 0.779398006161691, + 0.9633902858449733, + 0.33519473787578513, + 0.7950437784419689, + 0.9622107480476272, + 0.8970995998949591, + 0.9237847952792311, + 0.48536625309874004, + 0.026251240977436464, + 0.8842794601770819, + -0.2485229352108689, + 1.0364151557133234, + 0.9970613047795543, + 0.04670973200358765, + 0.1835786418073748, + 0.10402977300013438, + 0.11470607485030038, + 0.025273890085988453, + 0.14541034308017017, + -0.012882785790604914, + 0.9357102790771372, + -0.07375087840213594, + 0.1329128371972939, + 0.6630615010494345, + 0.9615554051476266, + 0.9324093617502147, + -0.0382388413925424, + -0.09229622145109898, + 0.5060452216143921, + 0.11745714274805481, + -0.16794873502318514, + 0.6439189917068858, + 0.14438557709538005, + 0.0003047288088499828, + 0.7769452771267471, + 0.5989430654701803, + 0.08042961224454916, + 0.8884669097994657, + 0.6549235737319867, + 0.062317611674210495, + -0.2033148788170675, + 1.0158738118687318, + 0.8895490175317015, + 0.06090056848145644, + 0.9799325046950553, + -0.08135226844305371, + 1.0232664882630784, + 0.9678884194594666, + -0.000445965929823942, + 0.3358963208255514, + 0.7430438951519127, + 0.955508853311863, + 0.12903203154648132, + 0.8384800855299273, + 0.06836145846164486, + -0.0013930732735742259, + -0.0252640480537205, + 1.218055616342861, + -0.10212676080971096, + 1.0433182190589416, + 0.4313155338503323, + -0.01024693764334614, + 0.9925990417648164, + 0.6159954750849914, + 0.5823235690984782, + 0.386583441429087, + 0.8976563351121514, + 0.7621090094093264, + 0.9026503269151332, + 0.9641293738461447, + 0.07184111193549994, + 0.09914606719799147, + 1.0505953542631705, + 1.0502643455905518, + 1.0310515327576497, + 0.7913110733546406, + 1.218055616342861, + -0.076475216280227, + 0.07100299888864581, + 0.033909406020433, + 0.026091521424249794, + -0.06721634555988798, + -0.030012983723870085, + 0.9104548178713842, + -0.14060018486205766, + 0.882591162909092, + -0.127951944552081, + 0.07088674245935749, + 1.016240254115545, + 0.996672359882108, + 0.005993408319737524, + 1.055043068553383, + 0.02458035026262996, + -0.16264450809962838, + 0.5307348430890227, + -0.06834053879372003, + 1.0281446961379408, + 0.17079275595510196, + 0.20246350599934945, + -0.12235846559942587, + 0.693405265624018, + 0.16278687205782658, + -0.1958848390936977, + 0.13651592464373333, + 0.12412864972088954, + 0.5348639311566917, + 0.032457706895920695, + 0.7360875454878025, + 0.039319993248614835, + -0.012499049362396836, + 0.1608283692865641, + 0.01997534803615971, + 0.8666727634168123, + 0.46589595543018325, + 0.9206750013770694, + 0.8995207669706266, + 0.1905298359373356, + 0.21292795510624535, + 1.0328885519078381, + 0.8543517274623669, + 1.0441972667411694, + -0.01199900551100628, + 0.9646991380391982, + 0.15690123118777585, + 0.9540502272345446, + -0.1672139484854974, + 1.06546186826713, + 0.014300480259201135, + -0.04729824145472379, + 0.8599706119960562, + 0.06639183863898437, + -0.1329912992611965, + -0.05246513633136391, + 1.0426352721999472, + 0.8036784845885797, + 1.126579755016024, + -0.031761006527831176, + 0.17803683084928865, + 0.927466264335811, + -0.20264345437840103, + 0.5032158808229876, + 1.0890916840736673, + 0.30906194240552887, + 0.7131151111500271, + 1.048834420841376, + 0.32182772677916593, + -0.330063060221088, + 0.7864325538386154, + 1.05984059249163, + 0.13365699038082876, + 0.9419385163109403, + -0.11620387576306228, + -0.059121190105084404, + 1.0209348993874774, + -0.0587597401686222, + 0.9057304400402163, + 0.23333043349502042, + -0.10816563982096661, + -0.13930331836270843, + 0.05449107863545783, + 1.151644900117261, + 0.7693648246955018, + 0.09435975674098701, + 0.09880881791813671, + 0.009648939181986916, + -0.02045015300096068, + 1.065261704764329, + -0.038117541610959475, + 0.732849574568994, + 0.9458511028734267, + 1.0227072686161418, + 0.11800334276280518, + 0.1273287469621267, + -0.0020737554292169814, + 0.8116552277909431, + 1.167573638917776, + 0.09328002460068864, + 0.9920599997868651, + -0.1380857883182382, + 0.9614700160512542, + -0.01509274269318577, + 0.9769536452836455, + 0.9202470424730422, + 0.9995717209230096, + 1.0510308459098434, + 1.1463219973683396, + 0.15126749680192836, + 0.7379924483017847, + -0.004481903811795013, + 1.042785799288778, + -0.14185790868788017, + 1.1749756287139244, + -0.055450539406419905, + 0.9386024728497796, + 0.09578588374817834, + 1.0532479680322522, + 0.9552899768591846, + 1.0287251596213007, + 0.9520716009447131, + -0.15373082079885522, + -0.09883882042867273, + -0.1143047823158646, + 1.1433328778245908, + -0.09915529917015038, + 1.0366283393430547, + 0.15468119914746556, + 0.8482914968046068, + 0.9057470820668039, + 0.9131109551373023, + 0.013630882433710108, + 0.009707325243573933, + 1.1592003964158655, + 0.4231085056084301, + 1.0433129364051628, + 1.0435988264007228, + 1.1727559225396305, + 0.2331115222794335, + 0.9673351370720438, + 1.0089782134499627, + -0.21366638242833183, + 0.9196143490004428, + 0.39533368940290187, + 1.1586944552123057, + 0.05768199857449442, + 0.1884080087593602, + 0.969535629518075, + 0.002973055700657509, + 1.0699864036278002, + -0.012774126976537776, + 0.9218789391710479, + 0.8506074580975511, + 1.1057769386393017, + 1.152133906223885, + -0.12064764188472357, + 0.35019024797942094, + 0.7267519011378809, + 1.0694986496394818, + 0.1709560778605256, + 0.6518325874349863, + 0.07789505775832194, + 0.9813790821995921, + 0.1229547793318403, + 0.2362275643179892, + 0.06408372623862611, + 0.8634909458241773, + 0.19279137601223828, + 0.8683081794059092, + 0.03792595133426273, + 0.9587369892716283, + -0.07838909722963808, + 0.15955845377459052, + -0.022882810777363958, + -0.14499430718914377, + 0.9691181781008372, + 0.023266858110273406, + 0.5446464664646027, + 0.16053619443830766, + 1.0832721717649691, + 0.20588830103252753, + 0.10977378400981434, + 0.8836772464818341, + 1.0961329061916745, + 0.47430663010768126, + 0.15454502963397349, + 0.251135763690249, + 1.0640504728363684, + 0.9859158754083595, + 1.0211553198334935, + 0.4960670915141212, + 1.108789367150936, + 0.987132772792591, + -0.27130895903980845, + 0.2260981659834454, + -0.019123894207827417, + 0.043871800684458104, + 1.1131547382480527, + 0.02640351867025378, + 0.8837181239855323, + 0.22580411038068576, + -0.023798000084997394, + 0.09931422622628105, + 0.023467683026946632, + 0.9473164084120314, + 0.1690726864912761, + 0.05726534851746848, + 0.8178491803420984, + 0.9951623409835412, + -0.12968978259484068, + -0.16417723783402224, + 0.09710597227197074, + 0.20213326755055494, + 0.051177366235495625, + 1.1230479465155485, + 0.0013451146305286461, + -0.04366486497407082, + 0.9737862145431162, + -0.05148031163381339, + 0.09162398503834, + 0.705438036219559, + 0.6676682570734093, + 0.9409288778803806, + 0.09142679689815075, + -0.18305225087089044, + 1.0316800547072231, + 1.0492263856575161, + -0.1792342969170315, + 0.11308944837957843, + -0.029085473281959782, + 0.038736819457119556, + 0.08200783964782851, + 0.8660515004023267, + 0.8787491559032374, + 0.08744476439389955, + 0.09420876340394106, + 0.1588046668564589, + -0.058383167311669475, + 0.3529808757384865, + 0.7927242672234236, + 0.7615013678848307, + -0.027070450763789146, + 1.024727234879534, + 0.095814814175358, + 1.076807934962324, + 0.9824526000441897, + 1.146795280462153, + 1.0242264302265298, + -0.006540222922056967, + 0.860415505959998, + 0.9749818308340347, + 0.39899430294305027, + 0.9257183722909766, + 1.0738061587469756, + 0.3611873810343494, + 0.8034693271419494, + 0.2920180008228129, + 0.9968283441347805, + 1.0076532547307504, + 0.18643338273895332, + 0.3803600195018998, + 0.15927248871869348, + 1.1573794422587318, + 0.7887809969397392, + 0.789501005932614, + 0.8981006831208231, + 0.28511842312941826, + -0.10046927641961984, + 0.030888370687948048, + 0.6349675645588682, + 0.09311233377692085, + 0.8557362072176538, + 0.9065497374438555, + -0.38150952473277555, + 0.13586355507147602, + 0.20811252094984958, + -0.03136534639987791, + -0.02265058451930209, + -0.16029462980648795, + 0.2582234505001287, + -0.07060265975075519, + 0.764239867622473, + 1.218055616342861, + 1.020341119336651, + 0.05632273841800966, + 0.08994504812625632, + 0.9653957887478004, + 0.442410341469752, + 0.004696144616711373, + 0.08747584722962574, + 0.12042852454557171, + 1.1648190843834856, + 1.1470182037518477, + 0.05175512627505358, + -0.09482662810475688, + 0.9543953705903971, + 1.200191200441768, + 0.2539828235988611, + 0.13036217684605456, + 0.8565392428230051, + 0.3709791712009668, + 0.2462476079125265, + 1.004201933639063, + 0.006033789232730837, + 0.10495022286454515, + -0.03318555701109943, + -0.15292459427524058, + 0.08208151308243322, + 0.3181923560851157, + 1.064801473745931, + 1.218055616342861, + -0.0249629491772212, + -0.1672969024495341, + 1.1343421397225208, + 1.006371520184083, + 1.0070400118005787, + 0.023505257481758378, + 1.0621569816813414, + 1.1280330566478611, + 0.21597992216344766, + 0.7798112196709476, + 1.0725624401091904, + -0.09106927025707272, + 0.681062525757963, + -0.10663042184668423, + 1.0883249514006963, + 1.101077879861373, + 0.07666568303248869, + -0.08638325016119901, + 0.8454722776959012, + 1.0876042996716615, + 0.8339816626229609, + 1.1306555843894646, + 0.7673980858320396, + 0.4419080618833077, + 0.9879204791896928, + 1.1101339186880537, + 1.0791146996813237, + 0.8840488925647904, + 0.11051683705953091, + -0.17300352727903484, + 0.8792349830739536, + -0.06711862117253681, + 0.05347470622140169, + 1.0840552980750384, + 1.0434287641380142, + -0.21545074344135154, + 0.08534601066365677, + 0.6836533203976033, + 0.7970079294891999, + 0.72838834582966, + 0.9546181453866361, + 0.9357826809238764, + 0.1107360698689629, + 0.16207419296132777, + 0.3399729423338865, + 0.6681137078242583, + 0.02542704280110475, + -0.03335895946780831, + 1.0546715045542967, + 1.1544886666046312, + 1.0378327007899586, + 0.702930477800292, + 0.08004800014444523, + 0.2751563723118018, + 0.9770103456579156, + 1.14058175710758, + -0.1209930816894181, + 0.8524435288476984, + 0.3899616776496382, + 0.9034099762096947, + 0.09268269881075712, + 0.11052830654975197, + 0.9670590440914434, + 0.7721599878097278, + 1.048234822434118, + -0.12271858340668546, + 0.9249660352961666, + 0.556988683202291, + 0.7232688315630794, + 1.0217433980961383, + -0.08315330695893662, + 0.08108790701783293, + -0.054788504595630366, + 0.2338626666619606, + -0.006858026213876111, + 0.9313916708554069, + -0.052623943525577484, + 0.8878208635678055, + 0.9851080861138882, + 0.8450814987854518, + 1.020380200900097, + 0.3116066873846694, + 0.07256668182145831, + 1.103430602960911, + 1.0215760146578714, + 1.1019434653360993, + 1.1317419455383588, + 0.2160205476050434, + 0.17392957065599723, + 0.5320383536095853, + 1.1193984267317427, + -0.0815570542568169, + 0.8697597281754548, + 0.860694372910708, + -0.048777146232025566, + 0.1480911302888427, + -0.01816987573065572, + 0.03309829945296238, + 0.11242340743893213, + 0.0786381009609016, + 1.0926890512938665, + 0.9083398675121018, + 0.32145850493402983, + 0.9819528911794798, + 0.79154192741915, + 0.8983168316974104, + -0.21313776885563732, + 0.2184225686076137, + 0.05379625373609797, + -0.20024928188007587, + 0.9912729491077853, + 0.9102177693521742, + 1.1218867958860383, + 0.024321231793365324, + -0.0681480981660853, + 0.9051709164170113, + 1.001666239912388, + 0.8435321078825274, + -0.04369200158850071, + 0.14224280161447067, + 0.8625920710030888, + 0.14607047541972676, + 0.26055795227225076, + -0.023624773683007815, + 0.9035565366612762, + 1.0169962048523449, + 1.1193757652950838, + 1.0828585703507567, + 0.10260267009211221, + 0.898815914084003, + 1.0182200118322766, + -0.0638163232248175, + 0.9543265226900194, + 0.7588164316986487, + 0.9969622959849864, + 0.9492535865436001, + 0.19747956297849031, + -0.04942428333653016, + -0.036052342173786556, + 0.056059425688586816, + 1.1404679151773747, + 0.9765534632133755, + -0.051629345743731, + 0.028045528688922725, + 1.0126164960174262, + -0.005245674502848173, + 0.3160552389226138, + 0.9686216478693149, + 1.1348171077720808, + -0.07712529083119612, + -0.020357697321506368, + 0.029056469260831184, + -0.313633116202715, + -0.00522208483369357, + 0.7743317797655569, + 0.889519609872517, + 0.04323120366617451, + -0.11814694259158677, + 0.7836243007141731, + 0.07910278297492229, + 0.7468408234967887, + -0.19169571164052648, + -0.058817433592670616, + 0.0133235588907982, + 0.22101937468484034, + 0.9838347684672835, + 1.0120811547492712, + 0.8870360236766275, + 0.6024982882798038, + 0.918012401850466, + 0.01454083525930909, + 1.158183039900489, + 0.9895310531430926, + 1.0897585815398103, + 0.5602734144054378, + 0.08855600704888818, + 0.8972125664244758, + -0.2014236962473732, + 0.8829356029376894, + 0.6855641503017776, + 0.6537663199112188, + 0.960506671745903, + 0.10069476809062029, + 1.0613500145494503, + 0.960410083230403, + -0.08507474472921303, + -0.3228862630365284, + 0.9496749606425807, + 0.9610844175132436, + 0.060086665971522284, + 1.0094713656221495, + 0.05435152338837296, + 0.020391818590595613, + -0.08854395443131179, + 1.1083739221273634, + 0.6288881882532588, + 0.878667641625396, + -0.03368356537754168, + 0.7326801869250877, + -0.0318723712580696, + 0.12036379297877194, + 1.091010216346426, + -0.02591869090346972, + 0.9817971779618584, + 0.9916246769495761, + 0.6767864162596055, + -0.08728192839918619, + -0.03118724151067072, + 0.08351850312340763, + -0.07449717359350265, + 0.8818703666834352, + -0.03691465924089858, + 0.2648534986059945, + 0.2551989563103002, + 1.0527560853781455, + 0.05142815881020488, + 0.9929081413285499, + 0.077677143105052, + 0.9236476201990523, + 1.004808290264131, + 1.1161750343674677, + 0.1305917169173503, + 1.0180874732246723, + 0.018294723761847362, + 0.8668704434682848, + 0.8906026082087368, + -0.052512647210466064, + 0.36871953033819754, + -0.03974797797478944, + -0.140160577234479, + -0.0618621133233061, + 0.0677217152217638, + 0.9840525943944785, + 0.8493119004130006, + 0.09834486363054858, + 1.0278500509705597, + -0.08110537064991313, + -0.23232916633326528, + 0.8637321068473457, + 0.9146376550550175, + 0.1172460328613118, + 0.0498275796778788, + 0.7735657919077656, + 1.031878514596462, + 0.15918440416421184, + 0.9403507021827537, + 0.9012003257767773, + 0.02671620802136346, + 1.0499192007783489, + 1.0539997879881247, + 0.9427605334997387, + 0.9266138996287785, + -0.09063440976553014, + 0.40878135655659914, + 0.9924144310294011, + 0.9457827331666775, + 1.1590622832084632, + 0.8746290221880281, + 0.7266752597970897, + 1.2092744789925896, + 0.7930968240845829, + 0.038945353696581704, + 0.2325722289298113, + 0.12578577405984392, + 0.9174722928886073, + 0.8232259683171554, + -0.030267426266956134, + 1.0584276461219642, + 0.7871399134015563, + 0.9030803393634238, + -0.025787641771813485, + 0.12012402391434654, + 1.0945856651482826, + 0.21539230845621693, + 0.7766825529469626, + 1.030645947758524, + 0.9153654482711244, + 0.8909043391810513, + 0.5303921105605345, + 0.146840177177491, + 0.7208496443378185, + -0.05219791825540772, + 1.0406335838561436, + -0.043638606611088766, + 0.6307109624883523, + 0.051265708359035045, + 0.11046294352025544, + 0.7305989443189628, + -0.0009347592206585317, + 0.07123240594655321, + 0.16403765267588732, + 0.9351548543779306, + -0.05800580963794586, + 0.03390383672294995, + -0.0924162838866975, + 0.18930848478615833, + -0.07608948354900458, + 0.19207033486277283, + 0.9489758530791177, + 0.6343114496467593, + 0.9024080174773839, + 0.9731995817265532, + 1.0251942172536448, + 0.9050342331274673, + 0.03932307163736212, + 0.010691704757941376, + 1.0259254390512598, + 0.7918377311971461, + -0.012012319929015707, + -0.04499571818180787, + 0.13118261088969368, + 0.0023260190940335174, + 0.45411445901841285, + 0.9992073301029727, + 0.1892888665389107, + 0.8448221369857258, + -0.008661462094348434, + 0.10552543789306626, + 0.5993756039987439, + 0.04542196700688832, + -0.059530116015530585, + 0.0766641650762087, + 0.011746221580618074, + 1.2080994583924176, + 0.33385226058052875, + 0.05580943782077679, + 0.014924494205629754, + 0.24135800342300268, + 0.9574553690229739, + 0.9354248477457604, + 0.9918316161426425, + 0.08342903983649484, + 0.01544535139502474, + 0.8741856660968214, + 0.7794672025704306, + 0.18027220441136724, + 0.9965738253229381, + 0.08288765000517082, + 0.9959562921973031, + 0.7144557232834641, + 0.06777123220489993, + 0.21481417986209686, + 1.162225095391444, + 1.0500060383281045, + -0.02950207219309722, + 0.7197299246537527, + 0.9470527576362798, + 0.08602106928141016, + -0.0232017360353148, + 0.22478054800018837, + 1.0146097898981088, + -0.08789049902963794, + 0.9475106173661283, + 1.0148303782317933, + 0.9311611696214291, + 0.947525863538291, + 1.182846137778497, + 0.9636621276177204, + -0.0850495832219512 + ], + "y": [ + 0.08963940743273785, + -0.06337620469088216, + 0.07189309966561946, + 0.08681042095119182, + 0.041583597036277106, + -0.031048180132827796, + 0.0386062821346402, + 0.08669357274716594, + 0.3060578140890665, + 0.17327236157325074, + 0.11263194757954675, + 0.5694895286840861, + 0.05560019943571531, + 0.07703610427153779, + -0.029524375543062753, + 0.03930169735808433, + 0.16671070943221591, + 0.046778157146706405, + 0.08293561897657135, + 0.028172220027371717, + 0.11049229978679853, + 0.025302550260255685, + 0.05410797265739188, + 0.08335694665220005, + -0.04831549559710726, + 0.4653313901348972, + -0.023417905776716194, + 0.7347902432938196, + 0.9470450755467357, + 0.06301190853494791, + 0.40158759490330553, + -0.019021711782938888, + 1.026538778706846, + -0.08336317030355331, + 0.8050852471711659, + 0.8262604117869631, + 0.18734521943001964, + 0.039809672651205184, + -0.12189494443136627, + 0.4450410189129393, + 0.1454674300628619, + -0.039835522873453356, + 0.21395354840759026, + -0.015686932119957083, + 0.29997761205744744, + 0.10122009690006857, + 0.0040587325800922796, + -0.023057622787825346, + 0.12940916200569255, + 0.09475995046576013, + 0.07910645952919905, + -0.08413966160654303, + 0.3012554145883626, + 0.8259601715587284, + 0.2920835762698707, + -0.06275208976727048, + 0.743468533411782, + 0.18497281027322912, + 0.02586272508314111, + 0.06406688374464814, + -0.0022356082560895463, + -0.005843691181766484, + 0.4453426673893754, + -0.06114637349862335, + 0.08187032945560631, + 0.05317896609155752, + 0.13415904716229168, + -0.05870215058995868, + 0.45901264634756583, + 0.7362266106623448, + 0.35205518062737745, + -0.034666499697522175, + -0.04785049235000581, + 0.1307736634515609, + -0.022568473671533806, + 0.06084460619983264, + 0.9347794227432589, + 0.0993577858436375, + -0.0031378404061218152, + 0.09000826668931403, + 0.6638910405985552, + -0.008253070536445932, + 0.2350893634028409, + 0.020993791345751876, + 0.12967372543773617, + 0.801729019258981, + 0.0017077112718217526, + -0.018193473011929463, + -0.10493115317774969, + 0.03983736473231442, + 0.38139941355720297, + -0.07907268686978747, + 0.47949270583982306, + 0.10627824631105344, + 0.013727649378316597, + 0.028527680319137248, + 0.8319483737095429, + 0.178334219834877, + 0.3205903296131723, + 0.018827257859999585, + 0.7274633668030328, + 0.005765735376192038, + 0.8323702537620208, + 0.03136292672115711, + -0.034167809985858555, + 0.21833960241259132, + -0.04586281491606202, + -0.006281054352232076, + 0.38925005345904223, + -0.013416324499466531, + 0.9120937798570651, + -0.040416091512642326, + 0.6794073083055534, + 1.0704968089358635, + 0.47459212462419254, + 0.022141628453673373, + 0.11665606742028116, + 0.0537213324425123, + -0.017579440248742532, + 0.6819207238352221, + -0.03067118248802907, + 0.48488755454125726, + 0.061554167755960496, + 0.0487624682231367, + 0.019526093912342425, + -0.0642850240867991, + -0.040608825181342595, + 0.9832905803812374, + -0.15169222408265715, + 0.12549035268994013, + 0.25348318210892684, + 0.040762202559590836, + 0.3365497122153181, + -0.11543600342175968, + 0.017477726414619345, + -0.03791918895678126, + 0.15016928230762353, + 0.025930256881611796, + 0.5034557526387935, + -6.353871489910918e-05, + -0.04216735684412805, + -0.02549618455785251, + 0.49226409329696375, + 0.15476559559854494, + 0.6633172321091125, + 0.02277897248842852, + 0.06711734048065779, + 0.05905968670846094, + -0.057690905639027124, + -0.05320180597155085, + 0.8346761785877793, + 0.6479976135172161, + -0.04741733735819725, + -0.015964482989059357, + 0.2555222764367701, + 0.06714004079016257, + -0.02430574901969269, + -0.007018057642765683, + 0.016420523055659147, + -0.09176487519394601, + -0.05792966015815983, + -0.0735763092364393, + -0.02236459816284339, + -0.0591431184633293, + -0.014366465086339307, + 0.012661510777397269, + 0.27339120549924684, + 0.7133696314092365, + -0.027526086656018786, + 0.16137472789916843, + -0.12380672302660421, + -0.03853992764692181, + 0.058186288358340464, + 0.046906628603643204, + 0.05710073607559857, + -0.009951148256927571, + -0.052082854025844165, + 0.0292142279173324, + 0.14865873674817692, + 0.12845027000899648, + 1.042281841480977, + 0.07301055612933578, + -0.05890974209265057, + 0.003966964467696629, + 0.014396128116153087, + 0.026315138431178456, + 0.924042088661786, + -0.08248917521309805, + -0.08464514203001372, + 0.0022992087685096718, + 0.15675359606944755, + 0.21225139654551342, + -0.11333483994187549, + 0.0006971960943770117, + 0.1529715722110366, + 0.0690439198704671, + 0.020554523294555194, + 0.21701347856961048, + 0.9530083434829508, + 0.07527877544880705, + 0.9898178919348355, + 0.005560852015566026, + 0.5009810911380842, + 0.9359333399512173, + 0.10757725806925099, + 0.002712458457259683, + 0.04084554027269145, + -0.008284828733137461, + -0.039396642266362816, + -0.0787548131924514, + 0.03250491957664925, + 1.0870691504372938, + -0.12120790598920178, + 1.0400421127164465, + 0.013693637458329695, + 0.06724777726370156, + 0.062537470149125, + 0.13112768353455545, + 0.04842971223536011, + 0.05171341498547511, + -0.0317841997172424, + 0.21992452318980144, + 0.025927690355723013, + 0.07300518892754725, + 0.36751092678768094, + 0.18037775659418467, + -0.007932520660869621, + 0.40314831973383214, + 0.5526605263870389, + 0.32972366648278123, + 0.40580135853674615, + 0.05843049621328882, + 0.07417662189495203, + 0.8869446219732011, + 0.49939232031139696, + 0.29055278325823947, + -0.026019303358585044, + 0.10739679219970222, + -0.023226537670147596, + -0.006854530516538457, + -0.12440212746786118, + 0.027873782587010273, + 0.27082084410487745, + 0.150350910976854, + 0.06335178761690065, + -0.01364463362014731, + 0.007230387561902297, + 0.096814132065846, + -0.08544250399019038, + -0.12308151217922368, + 0.044609606988806776, + 0.04195447032945024, + 0.018095732638837157, + 0.5662535924512635, + -0.03615131521278099, + 0.03325259836631564, + 0.07226366187937111, + 0.886395259311248, + 0.16331442998870663, + -0.04501720822919168, + 0.15673938173033222, + 0.2012163693364453, + -0.01482068610117256, + 0.3205356979214095, + -0.09020881247642022, + 0.966787902608686, + 0.1470055209170235, + 0.06831474800758144, + 0.73591106518413, + 0.01484409174250567, + -0.021802294375317, + -0.06635278704608819, + 0.05282228451047161, + -0.07305621430191774, + 0.034221379785989534, + 0.01111134299336536, + 0.13126365839205031, + 0.38160596735307595, + -0.005539985878774445, + 0.6373832075775214, + 0.0206810863038592, + 0.0517409054387581, + 0.9591760366727737, + -0.05864835572138663, + 0.7295234589887226, + -0.0558342616705059, + -0.031385517899449225, + -0.029138354454254733, + 0.01782670836868689, + 0.13419117034869077, + -0.02313667828566075, + 0.02762868398592455, + 0.026220815762975334, + -0.03936657679843591, + -0.11419151822404071, + -0.08463199720023727, + 0.39455311297756274, + -0.015540196108466076, + 0.003917482174575968, + 0.768119464427587, + -0.014283545793226896, + -0.01724639654421312, + 0.008656266715239882, + -0.07287146742608627, + 0.8641497182167719, + 0.024881977970551524, + 0.005107523978386873, + 0.9804350131491306, + 0.03797194191309952, + 0.10408199661463095, + 0.057329404610404144, + 0.015485698207039789, + 0.9670882575627233, + 0.07406387208023174, + 0.15538991341656982, + 0.10457736690305972, + -0.00910672509158382, + 0.0401425772573024, + 0.010554534185683905, + 0.0480440642431785, + 0.1446686430575263, + 0.060681322678364374, + 0.3277728357973023, + 0.04545722940125208, + 0.19079998414715738, + 0.5123312048279116, + -0.038096958431393345, + -0.059869171639123, + 0.6362253050322934, + 0.06161329324552452, + 0.18730784968215752, + 0.062172479796603876, + 0.8994420592987344, + 0.2404505588304609, + 0.03796379406108779, + 0.04912233804046696, + -0.05754834631843567, + 0.05328198563264352, + -0.08530208051918686, + -0.039592455874607066, + 0.3054385637641631, + 0.12319475182762035, + 0.0367121549592872, + 0.11269658019370182, + 0.9200860116369596, + 0.005248096121494133, + 0.007332162428830717, + -0.03152823195866989, + -0.009138629258501186, + -0.03906704742181687, + -0.0679953451123276, + -0.08701242805933976, + 1.042281841480977, + -0.13189770142204701, + 0.7329990620621333, + 0.05108364243730519, + -0.027892444885769543, + 0.10705225941018048, + -0.03325380414122365, + 0.09663254134267736, + -0.01224857852123192, + 0.43124312921824137, + 0.07920535420873306, + 0.060436722967928506, + 0.0693769791538662, + -0.12090166960770839, + 0.3598084213298447, + -0.06009321560133631, + -0.036711067848859205, + 0.05558949573158631, + 1.0035687388364825, + 0.14138325216291883, + -0.028788017838810177, + -0.019449895234145195, + 0.20629955454722038, + 0.021242425821521586, + 0.8320192949587496, + 0.04352395963789128, + 0.12921119908894982, + 0.3230946585500412, + 0.04004782571211094, + 0.8143123809667867, + 0.03844025233964631, + -0.08363352001584957, + 0.2106691233419397, + 0.7530747159840914, + 0.07536588030816999, + 0.39590763175165117, + 0.05683718252449464, + 0.02652876416719091, + 0.10755113029701908, + 0.40313240004172096, + 0.9753594147086385, + 0.9093814497035342, + 0.3308754509330333, + -0.09916854354404792, + -0.07827653595105934, + -0.0017553976840444577, + 0.003478872702660277, + 0.07412759448425014, + 0.31042964488489144, + 0.006724274206633265, + 0.11740911030955735, + 0.11788348450392959, + 1.0448541263573297, + 0.6898001988348791, + 0.07351501893923301, + 0.041023047016729264, + 0.020874446681472675, + -0.051661340353706744, + -0.05152750814690126, + 0.017191293024429437, + 0.17358825708701472, + -0.011502491476059215, + 0.07318220700982267, + -0.1177875754492062, + -0.028010529771312884, + -0.09153780113474712, + 0.13203173487216346, + 0.06108175030843368, + -0.10795294302301335, + 0.10396953620246818, + 0.31081491271982414, + -0.08493829120095185, + 0.07137988408014063, + 0.10888459226319658, + 0.13694495356272582, + 0.17656413749643618, + 0.023240477427622325, + -0.08089088690166346, + 0.05758064960936041, + 0.053831175049606904, + -0.006648420473189892, + 0.24540852265547336, + 0.07285073460329786, + 0.0815368545720623, + 0.048478439871169836, + 0.0056016394072619475, + 0.02335927598898728, + 0.1772667769108122, + -0.026383891507124845, + 0.32326966385723993, + 0.4046859439238186, + 0.8422890965931329, + 0.03680276365531851, + -0.02920925548639645, + 0.06032843364879315, + 0.8420020463742396, + 0.20224410167216475, + 0.07528614862110974, + 0.09421730417443507, + -0.005114357998437083, + 0.7360240174333367, + -0.004324228313190328, + 0.6306504208234666, + -0.0228293733692418, + 0.350361965949463, + -0.022243525842700465, + -0.00046765603231417835, + 0.04650927434650897, + 0.028264726346694573, + -0.038978083570336185, + 0.2911266566700295, + 0.9426605442919004, + 0.11946261430666266, + 0.17855833979271707, + 0.622983668788811, + 0.806101239811378, + 0.15009880935901068, + -0.053188536705290425, + 0.158395610565854, + 0.08501593973579588, + -0.00540966791483664, + 1.042281841480977, + 0.7543366261591473, + 0.019216028105219995, + 0.12127963440505792, + 0.07915166075304053, + -0.16445681766551692, + 0.5406812961825085, + 0.0029855455204568426, + 0.09700592761454241, + 0.07150578663003701, + 0.01950397135714339, + 0.6427596869137981, + 0.0036292438863003984, + -0.03632840624444487, + 0.10684756756354082, + -0.08116057555160845, + 0.01299456309564365, + 0.015928188279973537, + -0.02116137788865149, + 0.8901121808111425, + 0.08890004252957026, + 0.040242082658645435, + -0.005788226115290538, + 0.012224028126110658, + -0.07169839251459274, + 0.0026767412900309657, + -0.08236710625145276, + 0.11650989219381111, + -0.007097452690276387, + 0.030816040569137018, + -0.013186193392766625, + 0.7736485272094143, + 0.6533107440602843, + 0.08457736515303459, + 0.03150511855733762, + -0.07965633432948795, + 0.10789557720507947, + 0.022982739960221443, + 0.010577015246687487, + -0.05128196109581553, + 0.8954549937008099, + 0.27668297872133013, + 0.052900383781391856, + 0.055453168065203194, + 0.2663458408412187, + 0.006090001904121029, + 0.1827416061593977, + -0.09377315479979058, + 0.06649681028483628, + 0.22399429335421148, + 0.3137924658220372, + 0.012819552022003043, + 0.02988955805618674, + 0.3788404108192372, + 0.2303910091605966, + -0.03745156599736469, + 0.07144864779702478, + 0.14093439120434248, + -0.05047008138555571, + -0.1855213077936359, + -0.038151420428546585, + 0.060846346247487124, + -0.08906714997924109, + 0.8425007654689693, + 0.7925899830250136, + 0.32248391837327833, + 0.5625647039795746, + -0.013348137726336341, + 0.680716995067314, + 0.5927468068407291, + 0.1665760480563165, + 0.08626000240957878, + 0.16576359428688756, + 0.07306236155108797, + 0.006383333397869837, + -0.04960413251250909, + 0.1282305844234977, + -0.01736374561758188, + -0.009226064340268222, + -0.03959157122485842, + -0.04545009550648934, + 0.0785445170454291, + -0.04120836739543323, + 0.9880209018703505, + 0.007807813133778595, + -0.014013166309874415, + -0.018601442765168435, + 0.3281916444381513, + 0.2241736692130051, + -0.007384620773729059, + 0.03935870048814461, + 0.7460717713772402, + 0.03397696751722042, + 0.8756003354427113, + -0.13048188511023923, + -0.06164020374179676, + 0.5192498587094404, + 0.1963802891149425, + 0.03750675535389484, + 0.14060428616992285, + 0.02958517934464331, + 0.11181203270415883, + 0.1369444610276586, + 0.6994399094751002, + -0.07538566777593557, + 0.6613638087285534, + 0.0643902452554879, + 0.028578120362563113, + 0.004498076705307726, + -0.04794285134642211, + 0.9021183388924914, + -0.15122465384707645, + 0.2651615346712048, + 0.16683979596470477, + 0.07103662009255375, + 0.47491403257282294, + 0.10806654541073621, + 0.12039894123367995, + 0.08266302171021832, + 0.23553914247691118, + 0.1706270745459904, + 0.08857611713010195, + -0.06560048624541184, + -0.08464910083954445, + -0.06907284483969113, + 0.0381452998051094, + 0.05052447936246853, + -0.03370231331228811, + 0.8810800568685907, + -0.025586641944394785, + -0.02643258948747618, + 0.44012877508121173, + 0.7030535891748173, + 0.009705356135978421, + -0.038754771715582496, + 0.0321711484508357, + 0.0392061716894626, + -0.04847530749414201, + -0.017794047146094186, + -0.07218808335754841, + -0.003000813711080773, + 0.0941818046294283, + -0.04653559205164385, + 0.19321077858008007, + 0.812546540155349, + 0.3881829751883674, + 0.11730591170610315, + -0.03138217573011969, + 0.07422615119716812, + 0.1226781983105033, + 0.12316488825223242, + -0.06427296339236187, + 0.8497051316435118, + 0.02713065721844965, + 0.02035781984212593, + 0.12925895541473884, + 0.3709726124421319, + 0.14281706604801467, + 0.2592132120945196, + -0.07890682575866693, + -0.05578384659457059, + 0.08073190766143651, + -0.05008220778884042, + -0.11273875692618278, + 0.07510282558306405, + 0.015922993406568404, + -0.018200648785816054, + 0.5827887689319591, + 0.1158571853716813, + 0.04126967724905179, + 0.04765492532507514, + 0.4322051887897542, + -0.004671967054841955, + 0.019540330771863006, + 0.10334451660605098, + 0.017123254109942428, + 0.012246959158619902, + 0.018026966997519586, + -0.06386191568592263, + 0.9783264885276196, + 0.21698676337081027, + -0.049680017411430785, + 0.21994708295446555, + 0.053367717308810826, + -0.012502869276974258, + 0.1153264129209401, + 0.8534302654210263, + 0.3940087605548983, + 0.2522528641032192, + -0.020809004213765945, + 0.09649271499422221, + 0.04976406421614701, + 0.18891789733917266, + -0.06713577984302073, + 0.0034393149884960725, + 0.2315348543243588, + 0.03400620750537514, + -0.008467558221188125, + 0.17077898555353463, + -0.07558823609731108, + 0.22944633108205198, + 0.1360434142629074, + 0.15153575014139495, + 0.06035261195027669, + -0.014642627237669625, + -0.049706075130607305, + 0.21016409780826992, + 0.20971884495258383, + -0.025797601201525952, + -0.021824704066984633, + 0.08658611678155395, + -0.0157218239157183, + 0.035418324322822874, + 0.34948915092084604, + -0.009184061067415922, + -0.04750825734855003, + -0.0013750370674863674, + 0.3454990020059376, + 0.09984741753968455, + -0.04541153593437174, + 1.020071737750195, + 0.11237210942955346, + 0.02656620145070756, + 0.6107037619030128, + -0.030851941995073805, + -0.0660390154562607, + 0.003050058353961365, + 0.9636201183199287, + 0.43821540506645973, + 1.0398080123119422, + 0.9485682081174994, + 0.9471967086947293, + 0.03624785625417945, + 0.5071857134994198, + -0.06272766564958812, + 0.05352547498231701, + 0.17723852842466042, + 0.06544210982193402, + -0.09365945882771094, + 0.07144135287386584, + -0.11467671177143099, + 0.9020331141779243, + 0.03747623802469201, + 0.3312052463319882, + 0.06555623707972003, + -0.05652040755188958, + 0.04002561476245624, + 0.10285184085650304, + 0.02150116354729731, + 0.6188931254735814, + 0.1442083322413261, + 0.8227394155252176, + 0.2489662419713051, + 0.1450536920766661, + -0.0720715731161684, + 0.03077580065089676, + 0.03915978256937657, + 0.5947372140531412, + 0.12267179520464025, + 0.03231330828964271, + 0.0726802921481166, + -0.07638032383670094, + -0.13855432830874334, + 0.04703301416775831, + -0.009202748714856202, + 0.48346101251773826, + -0.0231194796618811, + 0.40858917200747646, + 0.1571184849569789, + 0.15532391947548116, + 0.22688529298901614, + 0.0806274570640583, + 0.011410809606374289, + 0.4399102947856795, + 0.12439750989059997, + 0.019732013228080172, + 0.4751717217589616, + -0.09999838162158073, + -0.06272569595743828, + -0.05978604501319984, + 1.0401931685362718, + 0.2765765636259679, + -0.09842434873121393, + 0.40593871306633444, + 0.19104053190039194, + 0.04969262099136395, + 0.001487280092942717, + 0.8958996461128231, + -0.10502321125696101, + -0.0397857785997698, + 0.7808495380202838, + 0.07340247559842858, + -0.04755165143576213, + 0.0508151620745858, + 0.3172137923008483, + 0.0552142698729815, + -0.010054908030756066, + 0.06679853772373273, + 0.4277277888755963, + 0.026293621640232634, + 0.49373763893961287, + 0.07750593078130805, + 0.09008420832593704, + 0.43226047445676696, + 0.04262621956245905, + -0.032056790147981844, + -0.00432596894100622, + 0.6093771016696825, + -0.016625981133854918, + -0.00367202589820321, + 0.7939101557866911, + -0.004824928728096039, + 0.5264532056074477, + 0.06213330726221818, + 0.37467576862621443, + 0.10133828998388604, + 0.1179752896611309, + -0.0746828306602398, + -0.031657529992983484, + -0.05479265762113053, + -0.08212224371028501, + 0.042826355579710935, + 0.5826475432968786, + -0.1293808220802905, + 0.5418264734962317, + -0.11276211301922366, + -0.009645658000069515, + 0.06536976888221727, + 1.042281841480977, + -0.07463776003961757, + -0.07783628801079089, + 0.06927995041546393, + 0.02115830517287595, + 0.20132373878992949, + 0.06596191894988312, + -0.01578512711866259, + 0.04248587405302553, + 0.12139582161598667, + 0.10899695253078669, + 1.0281499795248372, + 0.06600232787722164, + 1.0403096714948359, + 0.0631889033723363, + 0.41785462635593595, + -0.021309397046324872, + -0.025217438664236123, + 0.1726779880793742, + 0.37746688908520165, + 0.11254693849840856, + 0.08590068494812049, + 0.13522955514548657, + -0.12323677273825753, + 0.16124510847024362, + 0.011705408444979255, + -0.06850662149191779, + 0.3149996937879329, + -0.08299415317202, + -0.06759278328241738, + 0.0956580263283286, + -0.037724967331431575, + -0.09675883313751728, + 0.4667997279149549, + 0.06321108963536007, + 0.05718360440076802, + 0.01885970817562313, + -0.029152845538412818, + -0.014086560637293253, + 0.02260904884443893, + -0.010355493064639492, + -0.08631742736506742, + -0.06343157811732526, + 0.1284349559338064, + 0.22395383826272341, + -0.007100580001850095, + -0.02121300312410377, + -0.027235497919145302, + 0.09792177012861743, + -0.03617606004905231, + -0.010588797114966875, + -0.05142914725001494, + 0.21225334054377173, + 0.29428694849463993, + 0.26324315229104456, + 0.032422497497881925, + 0.12221056149250273, + 0.008424202868552175, + 0.01731982603371549, + -0.027774268898148772, + 0.07215160740997607, + 0.09208644205624826, + 0.8633786210761387, + -0.023087111817709075, + 0.2841402492937355, + 0.004987254616430195, + 0.9032450146693326, + 0.025007167469556647, + 0.11222321224000566, + -0.06120112295350104, + -0.021156542458842083, + -0.14724929185687785, + 0.15783953839227388, + 0.4064009365821463, + 0.37907617608057, + 0.1488007621116078, + 0.02313874224653271, + -0.058367211040216936, + 0.026130547253422065, + 0.16998897678461317, + 0.01856235460909696, + 0.06019351657444354, + 0.10397341380440459, + 0.05411723667193949, + 0.1568205256627605, + 0.11863274880451113, + 0.9327276433635456, + 0.06386173613763622, + 0.3115224155389377, + 0.8507000361934866, + -0.07193347589421563, + 0.23212424072467688, + -0.0005400187984793678, + 0.05316630373393268, + 0.029923918919299044, + -0.018218563165728664, + 0.2422119279496781, + 0.04484176839751811, + 0.06924651390021441, + 0.6251431891500044, + 0.04068785842387244, + 0.08897460058735567, + 0.15550955506155192, + 0.010358361499619528, + -0.05005551864214025, + 0.0778760221658907, + 0.02543512156218079, + 0.052615772291970266, + -0.051177105121442475, + 0.06880664078917796, + 0.04100702330521592, + 0.04094056115180713, + 0.8300364361095972, + -0.026899922690411172, + 0.02946433581144431, + 0.08702273066488449, + -0.03786244713925603, + 0.5957362157245735, + 0.05284358050442821, + -0.06473145303768839, + 0.12621115188516893, + 0.09573046081982525, + 0.8733016065861121, + 0.1271442443025662, + 0.05352613123855848, + -0.0021792602941705544, + 0.8506733510395055, + 0.7492831187679864, + 0.09689457867108049, + -0.17348167048510754, + 0.03197853680797631, + 0.06859618365727564, + 0.07740886619929434, + -0.13622027410482357, + 0.8011990698701812, + -0.13463470969273228, + 0.13306795598672472, + -0.030327758232314858, + 0.10602102093492695, + 0.09442305618685476, + 0.17482469687758037, + 0.7161555475697058, + 0.2901981610804933, + 0.27254711652078795, + 0.8859233142215925, + 0.8141116310347541, + -0.25183070416773995, + 0.08205079419318284, + 0.2152134440320334, + 0.05665944309955782, + 0.3807723098925266, + -0.07051322510494613, + 0.21140414582696235, + -0.09834879162654528, + -0.14834371185860776, + 0.043957532675255935, + 0.08142163889026173, + 0.021663736115716495, + 0.05052598296245984, + 0.07480846624128226, + 0.048893663354278104, + 0.04131602566441551, + -0.050743597491280774, + 0.4077945363874641, + -0.0039750013897615006, + -0.04497141086074676, + 0.1726059675348927, + 0.028751020920256172, + -0.023960160408123446, + 0.30076391514947454, + 0.9296671021788603, + 0.10565779271114485, + 0.08762347981337316, + -0.01870916902038515, + -0.03862505397909125, + 0.11553096960894105, + 0.8977865414279322, + -0.029393011994387656, + 0.014869314222634017, + -0.02862107061769266, + 0.05245009334605961, + 0.010917917002708473, + 0.27673210098618123, + -0.03858784369041576, + 0.11112035783202927, + 0.06493321170550208, + 0.5643054356784074, + 0.08344858950003356, + 0.12978192918630838, + -0.005563161778592125, + 1.0510708505833048, + 0.020996076260148926, + 0.9599531168356611, + 0.10346524985007614, + 0.18209776439099207, + -0.012638041931214256, + 0.023992019871852333, + 0.960563184861087, + -0.07895899148013223 + ], + "z": [ + -0.4980180067880804, + -0.6283267384041906, + 0.5371438034257701, + -0.02756034285480079, + 0.7150337910786158, + -0.6528198437426768, + -0.2866779667965825, + 0.49907554499607226, + 3.0416277497347366, + -0.48284741177539203, + -0.20927734229922243, + 2.612306182396529, + -1.9367193876550182, + 1.0618173273549403, + -0.0008233462056648087, + 1.8709632002211596, + 2.115631174042178, + -1.0783527279021838, + -1.0403464413137071, + 2.4382197269293466, + -0.2458394573929061, + 1.7121520262918966, + 0.277487205798857, + 0.2688544672993763, + 1.9910972731534777, + 1.0697825197479915, + 9.230313666553558, + -0.25474227870958993, + -0.25688191625864726, + -0.28825518983379916, + 2.084457639579693, + 0.34786849364383887, + -0.6813930071111867, + 11.28326130707524, + -0.8976085314892327, + 8.43122862372112, + 3.3165330245387676, + 0.6551147005150045, + -1.6662232761723121, + 1.510347639836644, + 2.3862308626275883, + -1.6006030132119242, + 1.3752818204948458, + -0.2869651144727903, + 1.5420413523153416, + -0.17647313407543064, + -0.31529822014514125, + 3.2695276515115834, + 0.41386892183978524, + 1.0990178125488297, + -0.00600886496323254, + -1.560151958271986, + 11.084016156656903, + 7.208292230559677, + 9.845580250636226, + -0.578629599811595, + 2.3623637390067986, + -1.035446334510155, + 2.2392755868904306, + 0.07384037074567208, + 2.3762349671518983, + -0.6317071838049583, + 6.344884899868072, + -1.5940312250312736, + -1.4041975428899496, + 5.986604623279283, + -0.9334101863260394, + -2.2063539050401038, + 3.8132089826871103, + 3.8675211904715003, + 10.473131613344641, + 0.5210607103967201, + 0.9877056788251084, + 4.706504359386837, + 1.2309007380737125, + -0.5278639460581304, + 6.6806506161125006, + 0.16908069227157807, + 0.38672805527243936, + 3.586920232138321, + -2.0518961336204926, + 1.6177058783141014, + 0.30373237694230204, + -1.6414321663149334, + 0.5608742521936184, + 9.771138926315764, + 0.8054871731632888, + 6.808248531462687, + 0.6258865264763578, + -0.03584609414729539, + 5.982844030799406, + -0.7433307735516795, + 1.5130881992712573, + 7.55224547385659, + 7.084919114026549, + 11.914560023071811, + 2.0401229670777026, + -0.36894739940723603, + 3.808766386536058, + 5.310991549841579, + 0.7843218516818824, + 2.136134846055112, + 1.7361928075466817, + 0.0576371279401058, + -0.6323512190015924, + 5.922205051064689, + -0.8548500502541767, + 0.5056808171998013, + 1.6391244389405988, + -1.6419611028284429, + 1.8668538495092242, + 1.391263438271713, + 1.3415835612760396, + 3.1275493283063143, + 0.45503037074251745, + -0.2438056705739449, + -0.6341488883552615, + -0.7817489789526286, + -2.1432081512675953, + 9.915353594915624, + -0.25275144737737054, + 1.1954924057320016, + 3.1242830867704527, + 7.29250951283303, + -0.544020782135619, + 3.0093762272249323, + -1.6366287173040326, + 1.5937326991701686, + 2.7253741852377606, + 0.6230095597833906, + -0.05474705566895133, + 1.1535317674306693, + 2.2525739941703056, + 10.610837065947013, + 1.5451291855318012, + 2.6115438198065823, + 9.382855682965085, + -0.5389502733589957, + 0.7405408931762689, + 1.9684714519683442, + -0.05029809431653098, + -0.29741544259698544, + 3.348219399979437, + 2.102023605145904, + 3.254321687256205, + 0.7223870318384199, + -0.8051086592584336, + -1.2242207369299802, + -0.9089645401839206, + 5.325524050214889, + -0.41099720143535823, + -0.785661570379169, + 0.7557565689275186, + 6.869470960219621, + 2.39579645940696, + -0.9015875514560054, + -1.5150379046373454, + -1.6537047813237318, + -2.645935428075413, + 3.5475992982017877, + -1.1164857806023583, + -2.9035427081969263, + -1.2761379422788863, + 1.7463114807149873, + 0.5064106325551381, + 0.060863784718513114, + -0.34628419544974576, + 2.767219864569943, + -3.1049193180303885, + 2.2125027625869764, + -0.862146934570877, + 0.29061180364492145, + -0.791775773401986, + 0.18575502887025738, + -0.10639939890097233, + -0.4027532021843233, + -0.8573587327562615, + 3.603151811286874, + 0.5507713141997893, + -2.1398602061246197, + -1.0126165454619422, + 1.3389631788225558, + 1.7062246806842836, + 1.1211112384100796, + 0.7895274439400389, + -0.41865854193507945, + 0.5302415393206424, + 1.0183361182366943, + -0.10284768737119074, + 0.11454307521688982, + 0.8300666652281742, + 0.41292113005442005, + 5.26575339397152, + -0.7519368325527243, + -1.6240274394123915, + -0.4605518824780638, + -1.2247141200836238, + 1.9510568748680472, + 5.334132096775453, + 1.2118299627584144, + 0.9256113532138723, + -0.88698614231437, + 2.9448957846184056, + 10.01945944016593, + -0.1126246062236869, + 0.21802000929832047, + 0.5378492011456156, + 6.029938467611246, + 0.1726579006519166, + -2.4053803713635276, + 1.9451816407274072, + 8.64859380924876, + -1.4778403350455578, + 2.6156903111623233, + 0.5846701493640619, + 0.4692903401785568, + 1.1015454499793993, + 3.277107287516247, + 0.42086975640842733, + -0.7070738466484203, + 1.320911217338124, + 11.021552162393666, + 0.38073107251077115, + -0.3840480582429548, + 3.4169633525897942, + 1.0290913658627918, + -0.691118017452989, + 3.8018782973026126, + -0.9418372193965329, + 0.9521489366303411, + -1.1860426012882859, + -0.10988832290930309, + 7.97703947709176, + -0.39857350710084716, + 0.574033056273173, + 2.525741713188797, + 2.7725388899458467, + 5.902054023548408, + 1.2468373825305985, + 1.5740158288324075, + -1.93290397253699, + 2.8817232054046187, + 5.866520238871389, + 1.3679222454769457, + 3.384117628821749, + 0.17978339469459179, + -3.321552298808643, + 0.3792756189878147, + 0.8092793121296292, + -2.5361138591568926, + -2.8392127251529535, + 1.0787508510616508, + 2.6046275144650313, + 9.148532321705995, + 8.114162376890826, + 5.149542871410564, + 4.36503079560673, + 1.7341756970091806, + 0.5444262526492629, + 0.8468741466874351, + 4.819976307095425, + -0.29569117817831597, + -1.4070746506021734, + 7.569131559489894, + -1.8567485829156818, + 0.6872723694369479, + 2.2035765383220514, + -0.9770141678339076, + 4.5985851550278785, + 0.639602773977629, + 1.4958641956323955, + -0.7157279218169728, + 1.9418545339257651, + 1.4523501343590839, + -1.1171779637720347, + 0.4968413980697798, + -1.383527372108312, + 1.1767428604590424, + -0.4542667926267958, + 3.711689092741634, + 5.288569256646919, + 0.28944972899647337, + -2.5503023182108007, + 0.3032410560654654, + 1.7670898177322323, + 0.02199559195448502, + 0.6468102099083396, + -2.2480569342069616, + 0.09625182163171432, + 0.46415642515533606, + 2.845924168157556, + 2.762516049586954, + 1.2036846430013102, + 6.62016061550008, + 3.6889153008319058, + -0.934710666585205, + 5.53837308112276, + -0.5621305561649418, + -1.420193090333537, + 4.139672337113952, + 1.246250845087045, + 1.3471362963521805, + -2.069034239124465, + 2.4640654570425227, + 6.512443065028952, + 0.5049222602214435, + 0.7084180077829616, + 4.8186111996250816, + 0.15828705635327947, + 8.358431319272682, + 2.3415444436120207, + 9.138107038313336, + 1.9027298573745723, + 3.330851696737791, + 0.568677873820361, + 0.06298502460330782, + 0.43709588064940724, + 1.0785339217257675, + 2.468645959526652, + 0.12382250078423439, + 1.3582445977280642, + 2.3888103632963857, + 1.5888044793279366, + 0.10265727914902519, + 9.096449479550023, + 7.544245049225925, + 0.02308748467262851, + 0.5359796993636624, + 10.485724915477983, + -0.9650377861324483, + 0.6700145669903955, + -0.45130018392767535, + 11.084016156656903, + -1.8784459679860201, + -0.2356608651154403, + 2.4550986425400305, + 0.5668381686654526, + 0.12273994994190839, + 2.8855456345277246, + -0.530566196830618, + -0.6571351125060397, + 5.610053119696837, + -0.31334495925465816, + 4.8240143699380775, + 8.040046574153566, + -1.4907600323490333, + 4.464859911623149, + -0.44159371869495584, + 9.575579574399699, + -0.13749262789409317, + -0.6246883411799047, + 2.1939260689719284, + 5.7937391859369995, + 0.030055963837974105, + 0.7396525269155168, + 0.09692785106857844, + -0.42999739133731174, + 0.34089613530284923, + -0.2663947481966673, + 1.0019062293037335, + 0.14538917998034356, + -0.8495255995026509, + 1.274687953959106, + 0.05266708380663526, + -2.6312822414204966, + 0.4202667161638141, + 1.9154601820950687, + 2.9250188592838438, + 0.25201309073738154, + -1.1339652244593277, + -0.24331493415131852, + 2.4315129007791527, + -0.6950477730357609, + 0.2123294339121534, + 0.5140967408073179, + 1.0334616006921056, + 2.0115655691410903, + 0.13742799573426231, + 1.1400284032013315, + 3.1732060668889295, + 1.1617752363606622, + -0.7370070088158337, + 0.6145601605153475, + 0.06819984103512668, + -2.7142259627448233, + 7.70555673278861, + 0.8449660081700939, + 7.903036038641501, + 0.2974056016750724, + 2.3116892179566086, + -1.2154199255316616, + -1.0659602318895198, + 0.7507753181069597, + 0.9776403287230025, + 7.4611083640644384, + 2.5077410047672855, + 8.249439770982, + 5.136847277668685, + -0.21958447425635547, + 7.439894851762277, + 8.701408819035953, + -0.2680978416035455, + 1.3651673563277604, + 3.4023624757562136, + 0.8211202291831091, + 0.634351913865317, + 2.4096300050158344, + 2.985953451561547, + 0.3103016739258791, + 7.284929313496514, + -0.7822951467025677, + -0.3099864322093623, + 1.5204311215491646, + 0.8198571110997568, + 1.0434243902415423, + -0.8559721157771286, + 0.7923052686168106, + 0.7973435509194289, + 0.06687866397511953, + -0.6556345601898907, + 0.7630423706648343, + -0.12974600969752545, + 3.9631277088273547, + -1.9896415605497237, + 0.17069383133090935, + 0.6786040859165406, + 2.320924094880822, + -0.13536213259497162, + -0.36969616750401896, + 0.736974068387807, + 0.16835763199895482, + 0.6567110171560172, + 1.3674816515761536, + 9.836236667649823, + 4.111424231440072, + 1.4817469518970487, + 3.0222894525026813, + 9.444608736994258, + 2.2797757714010105, + 7.925454185271552, + 0.384661200798156, + -0.1398600344396519, + -1.9901015341818955, + 0.8218175880904047, + -1.0046590922910306, + -1.4890407424983672, + -1.3164932286090607, + -1.003768206554617, + 7.022435176047822, + 1.5882014732960112, + 0.6218331352899006, + -0.0804692138287921, + 0.02385637250677229, + 1.4062108395798938, + 1.7526303226131157, + -1.977269859922505, + 9.596582309100414, + 2.204796531077766, + 1.54345769697141, + 0.8094946324135098, + 0.5021121899182285, + -0.996388649115997, + -0.2964298500783336, + 1.2891309217930822, + 0.532650501500376, + -1.5338489721823325, + 2.1873996817465247, + -0.15343094607044627, + 8.674162250672127, + -1.360772480930108, + 0.03176010965312525, + 7.015721885812384, + -1.5863004274368406, + 6.865041080871355, + 0.5919310114633437, + 3.9502475014005114, + -2.3357242880112894, + 0.1868984696198767, + -1.4526321009233205, + -0.6936880750593105, + 0.26129846993141587, + 1.696765119607662, + -2.5031476634011, + 8.547714832908623, + 6.684365123506845, + 1.2081498210916806, + 0.29840734014998116, + 1.9899077215868224, + 5.058240747464102, + 0.7123884047178498, + -1.0477720638405768, + -0.5999279439024662, + 3.2256838700957067, + -0.7921253666335484, + 0.7957860980491609, + 0.05335853263252322, + 0.8454887291637153, + 0.5797777507443921, + 0.5672821266247152, + 1.5987110455955351, + -1.069689310611181, + -2.3550982117341888, + -0.761949762868596, + -0.1341178651932816, + -1.412788470508692, + 2.5311767744428857, + -0.29677633156222466, + 1.3828918544401283, + -1.4423789609150803, + 8.900409288321573, + 1.3854233928791166, + 0.3066425352684459, + -0.09703606304480066, + 9.637472605269636, + 3.295570212684927, + -0.9123827310313037, + 9.105430171990669, + -0.5370628449573741, + -0.22486082264583054, + 10.111795944729913, + 1.821305731408856, + 0.6998523706683497, + -1.3101113769105013, + -1.5424147953000615, + -0.8795093815590477, + 9.396651215547385, + 3.2049765222043067, + 5.8424916207655295, + 0.27553480796265667, + 0.7751560083260256, + 3.556717938258456, + 1.4487655195227305, + -1.088064934912097, + -0.374637749485453, + 0.9687231586249014, + 0.8985874081483484, + 3.87384730259282, + 6.7897933162918, + 1.211070602310107, + -1.0457256479451087, + -1.605228459818562, + -0.021598382136634054, + 9.54310400057114, + -0.5357894516314176, + 1.850979664784604, + -0.6109479449848041, + -0.1539748896089951, + 2.4321061582280565, + -0.7178732727612728, + 0.05959713355447433, + -0.1429860254167312, + -1.0147554955021656, + 0.6864149958729922, + 0.0012695096240066515, + 1.0410276890132373, + 9.66282954685805, + 7.256799934391205, + -1.5993045064444995, + -1.2835988063462467, + -1.224856946249496, + 1.9328226347898858, + -0.5583991909379109, + -0.7722717826706499, + 0.6426085084029522, + 7.241858803529384, + 0.10734153311533479, + 10.99060482851306, + -0.3880875858923616, + -0.802264766808922, + 0.5501984799838625, + -0.6054030214384918, + -1.406867272329351, + 1.2277805498105765, + 12.086439316362311, + 5.698305485239604, + 0.8737944880724439, + 0.6395484046576422, + 0.0044770909103902514, + 0.23336621052265286, + 1.2630839699599299, + 2.403243462517662, + -0.4533962225201008, + 0.34794150798223594, + 0.5448841886754657, + -0.12146186670928037, + 0.41823128770927626, + 1.1839036814348318, + 1.820207252228017, + -0.2880655846476528, + 3.538315515988442, + 0.12403875112176851, + 1.6447680262209126, + -0.018178942494107397, + 0.7794207396500482, + 1.240144663865288, + -2.9453873573807834, + -0.6025420431822301, + 0.6607564594740225, + 1.4040190304045745, + 0.9680843404166158, + 0.10342438172162166, + 3.856531036476098, + 2.041680471289505, + -0.07022857419415826, + 1.630618842502628, + 5.423344765389418, + 0.5502053943593561, + -0.9958934254294174, + -0.5911755706455153, + 1.199926936309813, + -1.9153924788582157, + 0.44184025212596, + 3.328347663175687, + 1.2719113915071842, + 2.6994671479785177, + 0.39280688784078427, + 2.265747713659329, + 2.939689741903801, + 11.084016156656903, + 7.342162377379632, + 0.47118166410810736, + 0.8123686485937993, + 3.0371751415765242, + -0.5523556152127189, + 1.4422136575844124, + 9.901452076770097, + 1.6493030488783749, + 8.366135574653084, + -1.329984105899433, + 6.2423452898694896, + -0.9896293128227429, + 0.8655420061176767, + 0.534389953245953, + -3.486300240625002, + 0.44966436907790475, + -0.4376531647065833, + -1.7476453104097767, + -0.6644132717375503, + 6.92403773718336, + -0.7577976170889584, + -1.7543858847249647, + -3.691599903747943, + -1.8898285828059083, + 0.5680717777791878, + 0.40456726584051556, + 9.856776444259149, + -0.6639856380161169, + 0.22985979892788005, + 7.052660398065897, + -0.7647612556318315, + 1.975342302155494, + -1.4921569060199662, + 3.355406466780605, + 0.6804928922027897, + -0.03461029834382096, + 3.071516440884649, + 6.730391825081557, + 1.5952392975104852, + 0.3569584721776893, + 6.153361559727939, + 2.541635100603989, + 9.81190456617865, + 6.578772094116099, + 8.04975046872632, + 0.8937881480493801, + 0.8294780023902422, + 0.2990176889614199, + -0.7172868676349238, + 0.5915483783849427, + 0.6004231754693015, + 1.3880521384530153, + 3.6554060311719567, + -2.431617545805836, + 9.64057137959331, + 9.211724269214569, + 2.8884269375839264, + -1.1291383285385663, + -0.14425029620978963, + -1.1935247152228585, + 1.13623627759534, + 2.573282027866304, + 0.2834099002687973, + -2.5955387075874317, + 2.903424874318099, + 0.2539273486462191, + 0.7149216784495243, + 0.671417116904957, + 0.15154813697299196, + 0.8813377091776747, + 8.289279299349758, + 6.36886553962218, + -0.2835673256021351, + 0.02160909223843647, + -0.37755584124399955, + 0.13627763782056143, + 1.144897642810901, + -2.292228126902334, + -1.2333443845660998, + 1.3788917313242006, + -1.0577512425560793, + -0.6152003206254496, + -0.5728312178993082, + 2.2388671978023407, + 7.38820270776963, + 0.8118493281871002, + 1.6763651683360192, + 4.9297896035845685, + 1.5561843694707385, + -0.9864669845043909, + 1.5444214691749005, + 0.8624333664555787, + -2.730998866238125, + 0.6868789726970662, + 6.336157011999462, + 1.6876757684768973, + 0.1511752954638368, + 2.840066308650625, + 0.9109925615766328, + -0.8004392999741992, + 4.015216098113631, + 0.3902530332571232, + -0.262454066454554, + -0.5367410240490275, + 0.02220731299155254, + 0.4016916212456238, + 7.381500070021201, + 7.581893357310408, + 2.0333902415136516, + 2.8372211147637785, + 1.3442437341772788, + 0.8758728045112949, + -0.8130327989058179, + 0.942407445597982, + 8.84934645773712, + -1.0267467927846483, + -1.858372403599569, + 0.8759514399301724, + -1.8661412998818676, + -1.1580780293538466, + 0.865416518108258, + 2.2083446169693914, + -0.9565829257886561, + 1.7089570434200543, + 9.388466195497758, + -0.6160821587216946, + -0.2656898589229811, + 1.926261100085106, + -1.1828511393388312, + 0.6404119653027309, + 0.07368586852136694, + 1.0381584850139207, + -0.17818647468776225, + -0.6000005940118854, + 1.5480577555943036, + 9.241969753259884, + 9.74421957472812, + -0.10732154207586532, + 6.499192741604771, + 1.1162359161039552, + 0.3270917114913353, + -0.03165491274343098, + -0.34602155058027073, + 0.28527190058269714, + 9.861850283884822, + -0.158873932652307, + -0.302845360707256, + -0.9274523291675377, + 1.9080798357764195, + 2.101506852384746, + 0.8016024775101369, + -2.5160255101836664, + 1.6479936282441943, + 0.4813352162635522, + 3.94087472074265, + 0.09116289311019507, + 7.162695228983933, + 6.2087181873446085, + 1.8017934363809212, + 8.015097429685644, + 0.11910003463118611, + -0.722796398502661, + 2.3920211051061426, + 2.1642039316852295, + 1.1828047798480925, + 0.636033825464244, + 1.287600431220052, + -0.9199000812648663, + 1.354458879101122, + 1.4011055359144338, + 6.379222171259369, + 0.2861655536040005, + 0.32288598868002444, + -0.2561703245502867, + 1.0115032543280025, + 0.5096124698764837, + 1.397605997905761, + 2.3916775497940743, + -0.8960213123412618, + 0.6735606580652891, + 2.4669125346299663, + 0.13044367196677653, + 0.9510753529483952, + 0.41657743801309305, + 1.402471607262441, + -0.6404003696192818, + -0.48461724812229723, + -1.7248876992485234, + 2.4617809743193506, + -2.296223956696077, + 1.280050578044271, + 10.44780120972863, + -0.2552520398072396, + 3.5192163760284396, + 1.283718354217461, + 2.6886450936659307, + 13.047553471417691, + 1.3258894803034564, + 0.7601534954399675, + 1.9307464951246556, + 6.6688804867524, + 0.9522911022232209, + 6.738751102697566, + 0.6025013072089205, + 1.9822884707107424, + -3.0290390088083003, + 3.4569815282807856, + 10.865476631940053, + 7.96899195557419, + 4.217226082599226, + 3.6174901675286093, + -1.2221477974686863, + 0.7056185565342626, + 0.7679778065721744, + -1.1645312344430563, + 6.155068133085665, + 8.661395238503628, + 0.2982971787320229, + 0.7044329347184403, + -0.8507776002374291, + 0.7811742886302753, + -0.4398689811749866, + -0.5944701681931881, + 2.2007103869136193, + 0.3975433510832621, + -1.4657117885546471, + 1.1326986685546387, + 0.4522144858587065, + 1.608836931099803, + -2.401581998860143, + -2.5878419883978445, + 0.5152327094882767, + 0.2647447171706493, + -1.3461158881777502, + 2.9349765655042126, + 0.9437187566688074, + -1.215919854756297, + 1.9026434565407988, + 1.2747607901495217, + 0.3486519677234821, + -0.3810238295880053, + 1.455201607913941, + 0.9351171625114931, + 3.08627602891505, + 2.332700938990315, + 6.714719897949607, + 1.6690732592431534, + 2.4793942065966936, + 7.5735070963359625, + -0.07611010215475503, + 4.934614961416699, + -1.9238970089478367, + 0.7630647820247627, + 0.28631233109885806, + 1.8433823952149364, + 0.4086518139673887, + 3.2097744535755424, + 1.5053871176143954, + 6.552261743731259, + 0.43080464244592764, + 2.9799080568415404, + 5.669540749988798, + 1.8795314672439112, + -1.61430197686912, + 1.1290116068139602, + -0.7054071204111906, + 0.21342409170830073, + -1.200597879135275, + 1.497188964548451, + 0.6208853129888953, + 8.906746890687051, + 0.28526442249205464, + 0.44632566851914324, + 0.8246846391902811, + 0.4961476294300758, + 0.503084688594395, + 0.4134135396109228, + -0.1751378455680616, + 9.354256960081637, + -2.9760357308952536, + 2.402277843128373, + 7.6620850423599505, + 0.40707525714885734, + 0.043284500184947235, + 0.7709216908005694, + -0.6584164661742928, + 0.17006964120420953, + 2.7403116178944797, + 2.240611626693873, + 0.8940891121010599, + 0.3115561648698831, + 1.0888681185265303, + -0.22828126947900013, + -0.7773990588197703, + 9.919129688780139, + -0.07606892506463812, + 1.8839899550623667, + 6.847887934572489, + -4.157941726563678, + 8.618970676647846, + 8.42882830611903, + -1.0820980443022037, + -0.11917211372268449, + 0.8265187527895219, + -0.024057013383344577, + -2.5564817884851716, + 0.1885792427268859, + -0.4446075630130416, + 0.3926410115169811, + 5.998908550121468, + 1.7560577284350782, + 5.013723060331521, + 0.9200060584581208, + 5.518618903929586, + -0.1517218993662488, + 10.520000635138835, + -1.379715101842583, + -0.5063963266337831, + -0.9608946462390728, + 0.8004990059158416, + 0.8902415527666243, + 5.86578228753811, + 1.500999632037859, + 1.3391735898889283, + 1.8695410718038772, + 3.932379223722081, + 2.3418838261152093, + 6.729836370582327, + 7.744115805650885, + 0.3015207315781282, + 11.084016156656903, + -0.07800107652736019, + -0.8588997225207126, + 0.6203266636611107, + 5.904187767157074, + 9.657441740820422, + -0.44767787920181384, + -0.1756607924353937, + 9.19517346451611, + 2.034772138395033, + 0.2602307420044784, + -1.1002833603652031, + 1.169479504464771, + 1.69259268939319, + 1.806227340947217, + 2.777208495688265, + -1.1647179572368012, + 0.20575149441445395, + 4.410375338677317, + 0.19199075058281956, + 11.046891141825348, + 0.33259294744959644, + 9.018695688308966, + 1.0143893518776608, + 2.5508706056031465, + -0.5326683902640661, + 0.8089161737009479, + 0.6850743511187888, + 7.227734384063293, + -0.8326249568360918, + -2.8283737701996494, + -0.3479138917442016, + -0.2647713807312562, + 0.32216956910630107, + -0.30819361734660095, + 3.8740389724162094, + -1.365332192876049, + 0.9746111662765389, + -1.5490153922702972, + 1.6447715148207334, + 0.298425474496218, + 0.2582142845014457, + 1.8016943258331342, + -0.19115764485404754, + 5.9845966381121345, + -0.721644442787486, + 0.16685643374179393, + 6.09743465852959, + 7.044259746850598, + 4.430948678339708, + -1.4587972670732667 + ] + } + ], + "layout": { + "font": { + "size": 18 + }, + "legend": { + "title": { + "text": "Data" + }, + "tracegroupgap": 0 + }, + "margin": { + "t": 60 + }, + "plot_bgcolor": "#F5F5F8", + "scene": { + "domain": { + "x": [ + 0, + 1 + ], + "y": [ + 0, + 1 + ] + }, + "xaxis": { + "title": { + "text": "x" + } + }, + "yaxis": { + "title": { + "text": "y" + } + }, + "zaxis": { + "title": { + "text": "z" + } + } + }, + "showlegend": false, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "heatmapgl": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmapgl" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "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, + "#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, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 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, + "#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 + } + } + }, + "title": { + "text": "C-Vine" + } + } + }, + "text/html": [ + "
" ] }, "metadata": {}, @@ -721,16 +40203,7884 @@ } ], "source": [ - "from copulas.visualization import side_by_side\n", - "\n", - "side_by_side(scatter_3d, {'Real Data': data, 'C-Vine': center_samples})\n", - "side_by_side(scatter_3d, {'R-Vine': regular_samples, 'D-Vine': direct_samples})" + "scatter_3d(center_samples, title='C-Vine')" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "hovertemplate": "Data=Real
x=%{x}
y=%{y}
z=%{z}", + "legendgroup": "Real", + "marker": { + "color": "#000036", + "size": 5, + "symbol": "circle" + }, + "mode": "markers", + "name": "Real", + "scene": "scene", + "showlegend": true, + "type": "scatter3d", + "x": [ + 0.09168585312147579, + 0.14296575959517685, + -0.07888055676901236, + -0.023033875541031132, + 0.8279493047783746, + 0.7967450881042684, + 0.8852636291307063, + 0.8060575822314855, + -0.09242590648949281, + 1.020488745921829, + 0.4806309714674361, + 1.0203390081278088, + 0.9930046508641408, + 0.6508407291288804, + 1.004597705936416, + 0.9380781087038992, + -0.06972757542644792, + 0.7757997736027528, + -0.046723067754490276, + -0.028986167991091837, + 1.0413304601971882, + -0.16859887611740676, + -0.07944056356413286, + 0.8540827099367667, + 0.09678705441141056, + 0.11377811775124153, + 0.10133503068442416, + 0.021942849101915456, + -0.16854525459504796, + 0.6412144986446815, + -0.017062932620119518, + 0.20850549657693532, + 0.046860282582476674, + -0.06434853848844929, + 0.7901708173971372, + 0.9001792331882381, + 1.036943795073335, + 0.3800875192201099, + 0.8864249068916866, + 0.703040893063616, + 0.5480888885076513, + 0.09944045184103208, + -0.05195395351017783, + -0.003922052431010081, + -0.04324556514396171, + 1.148763446453681, + 1.0516711934963874, + 0.9561103853110523, + -0.10965862962601555, + 0.7971466836677056, + 0.17950577143104635, + -0.12267242110361218, + 0.9734214127959891, + 0.9537705242973888, + 0.17519068079599037, + 0.8433155203251222, + 0.780421476593514, + 0.1212017896784777, + 0.1659760835106673, + 1.0831528096764633, + -0.13116993027149085, + 0.8194949825326113, + 0.812024698663024, + 1.0383456568219454, + 0.9551452984997688, + -0.13816350698249552, + -0.017256473021715436, + 1.0076309671412502, + 0.1040500860880992, + 1.1532122851908666, + 0.7290507007741901, + 1.0824130122323683, + 0.6777077647139956, + 1.0177196912271442, + 0.13299203920572475, + 1.1096811873110406, + -0.036993508719865786, + 0.17293997963190888, + 1.173480301532491, + 0.02081575651814129, + -0.04448643253560929, + 0.9499814584185515, + 0.8602907136008168, + 1.0924525365639823, + 1.1461248633692835, + 0.1510108604219948, + 0.18583892587085113, + 0.9822856677800923, + 0.9069248875397184, + -0.04470418552909748, + 0.71732825900783, + 0.8369204022463902, + 1.0549932058398652, + 0.7909885381322627, + -0.08771281886358297, + 0.9814392866336031, + 0.9170858154360785, + 0.9207562280242125, + 0.25730331176094895, + 0.022005230135016773, + 1.1117379607904767, + 0.971164326816323, + 0.07105020916491474, + 1.0220239564606566, + 0.0720677340343198, + 0.0781689993364864, + 0.2211723104832357, + 1.218055616342861, + 1.1610715209363924, + -0.009903926462255502, + -0.09579699019757065, + 0.860910043579127, + 1.07911962229385, + -0.13261054195732824, + 0.03926066961045628, + 1.218055616342861, + 0.143325986247539, + 0.07752056190157183, + 1.024188077195773, + -0.054150280149094586, + 1.0191767705389387, + 0.42959687579845035, + -0.02810900576524878, + 0.9556976871785019, + 1.2180342696475108, + 1.181837286240864, + -0.035343294862761096, + 0.04402999012062651, + 0.16845741236933395, + 0.3594659915938465, + 0.8310009310466583, + -0.03835234270579937, + -0.0062512837190589355, + 0.11027577429652838, + -0.047539990957903136, + 1.1245968344190818, + 1.11432402805672, + 0.11196331474439977, + 0.10652808347579026, + 0.9211063903673045, + 1.115129600128926, + -0.12562226574372384, + -0.27793045350788737, + 1.047497320606601, + 1.1137683999307981, + 0.8792895137190715, + -0.12115155570488291, + 0.21493983510774226, + 0.3046913855805887, + 0.623191961468512, + 0.855330143591746, + 1.0639282144819762, + 0.1331970304111119, + 0.8478216292827866, + 0.7838117281858248, + 0.971043502954948, + 0.8636990353035765, + 0.9158895082856212, + 0.959645227891492, + 0.992920969428137, + -0.034792350300682964, + 0.00406159171497983, + 1.0963177994640783, + 0.13498803258042777, + 0.7979730636800151, + 0.015103269695062026, + 0.9178904648610481, + 1.075511772333661, + 1.2463748352971518, + 1.1095688955434466, + -0.056439603842529634, + 0.3050423661034292, + 1.0994919236146714, + 0.19036477631045806, + -0.08873970157070293, + 0.006195467286388465, + 1.013963400493947, + 0.8027394349718834, + -0.17887797719894777, + 0.05197014424305974, + 0.23168286122011536, + 0.8219375786314785, + 0.6048322955593008, + 0.00931297961247624, + 1.0681949831403759, + 0.200522660308216, + 0.8958110818619307, + 0.12464349240756671, + 0.4263764756285842, + 0.8652847952310307, + 0.634132800218294, + -0.006962135645381957, + 0.01761086205193969, + 1.218055616342861, + 0.0812086980445047, + 0.07133162626277155, + 0.008357074054909609, + 0.7271870115269792, + 0.0388182962176854, + 0.2928364088717751, + 0.9800129247523263, + 0.9241121008700239, + 0.9395245881948384, + 1.08961732347017, + 0.9938900952753249, + 1.0126197897986544, + -0.14429193145430938, + 1.0752507802475983, + 0.021149479333178338, + 0.6688838957291416, + 0.8326384353505288, + 0.8279848834738851, + -0.12620721216053843, + -0.044897148680514545, + 1.062483766940421, + 0.040468892652311586, + -0.03728355170225722, + 0.38155533015016424, + 0.05454004634527356, + 1.0841913281238738, + -0.03799787237966582, + -0.028468510181475223, + 1.016886257351822, + 0.8505134271404944, + 0.6545923186107667, + 1.1268284758392768, + 0.9779069679768486, + 0.005517240660173155, + 0.94832352297812, + 1.0589051202296988, + 0.9324959073672855, + 0.04843117972476652, + -0.07724681308960714, + 0.4379128269969756, + 0.10740384634428576, + 0.19715380903539562, + 0.44732613734748206, + 0.9240651847760972, + 0.14837762806866298, + 0.8727235569639539, + 0.956629047264267, + -0.20976648497831313, + 1.0442203968783756, + 1.1343247094085982, + 0.20383198247624323, + -0.03727881130815589, + 0.08137291938228038, + 0.2701533612295713, + 1.00503007588499, + 1.0115829621328902, + 0.9451737979394069, + 0.7830165127473676, + 0.019942566769096493, + 0.18525844215786266, + 0.18755440574303964, + -0.12672980749216195, + 0.5478129751308526, + 1.218055616342861, + 1.0711879044713852, + 1.0476946426396558, + 0.7349400172696847, + -0.0652889561351507, + 1.0879885149223587, + 1.1132131074711298, + 0.9153256242075002, + 0.7410782514208147, + 0.09214876894639999, + 0.897139289937346, + 0.7406666825001698, + 1.0484683183431052, + -0.13992446777758208, + 0.08103795321257816, + 1.0536939826548821, + 0.08243888972332226, + -0.08783157244874151, + -0.14625599623111618, + 0.3210970708742595, + 0.9033042094286313, + 0.9934270156763461, + 0.8811044883190725, + 0.952205496601299, + 0.016855534892783616, + 0.8255547371824964, + 0.8638165801100102, + -0.07411421252192026, + 0.14084036665358213, + 0.43123510966372, + 1.169584170437273, + 0.03215300520071948, + 0.08688466527831545, + 0.8876664787896782, + 0.3045778104417545, + 0.021737289120705272, + 0.6088877401519508, + 1.109407587420258, + -0.17436564466914775, + 0.3591750230982626, + 0.3276911943811055, + 0.8899473814618464, + 0.043805982149684355, + 0.9671305267413189, + 0.6375035587678549, + 0.9058029423963385, + 0.7618456054926389, + 1.1299614727846299, + -0.06445427941912359, + 0.08345414902401693, + 0.0811676791181178, + 0.42703270836447266, + 0.9539366354602185, + -0.026178428546113835, + 1.0541001299562518, + 1.1187353261842572, + 0.0999070613072372, + 0.9533444794398097, + 0.9756778321195959, + 1.0196146499821668, + 0.852267316844646, + 0.9743635092599212, + 0.18090304841019836, + 0.877923157677364, + 0.8355662864759249, + 0.04846750527213253, + 0.08237848037033224, + 0.24922503091468617, + 0.423935945338457, + 1.1174863447297538, + 1.0601862931810784, + -0.036174705217438555, + -0.0013834568687796913, + 0.814068789876198, + 0.5982808087759056, + -0.09869670889253221, + 0.9368279510189862, + 0.09122256292642125, + 1.1512065062638586, + 1.030173409723785, + 0.6617822811695058, + 0.8764332721483163, + 0.08836095319427786, + 0.0016600064455891427, + 0.9728155746935736, + 0.17157872891081605, + 1.056353530213806, + 0.012070745108503245, + 0.05669200891535477, + 0.7967890865009705, + 1.0939390137344072, + 0.826709796141927, + 1.0652285689489718, + 1.0283174997728226, + 0.9679669363246969, + 0.011152287219261352, + 0.9072752980878273, + 1.0803868761569873, + 0.10983166712941944, + 1.1372529258027393, + 0.06635487427879211, + 0.9130829212563543, + 0.11914638165858768, + -0.06859727970880232, + 0.054570773888586686, + 0.04630377511265646, + 0.1500883767688717, + -0.035025633896198484, + 0.8839403418997416, + 0.8861458354748553, + -0.05457455355094666, + 0.9614712554908672, + -0.03561481890220462, + 0.1558363084876174, + 1.054790587819705, + -0.015600426852479062, + 0.8581280205712386, + -0.08981518906584876, + 0.8371212658941458, + -0.05436723885748578, + 0.23285019031985213, + 0.004846935710061681, + 0.07684684210182759, + 0.23346451968914475, + 1.029828178581344, + -0.1767561181305083, + -0.00793380898653849, + 1.067740663711733, + 1.0227743768363877, + 0.45889085525386486, + 0.9821423832126149, + 0.2640465490108138, + 1.1128581162177127, + 0.8279601902006001, + 1.0788966292326219, + 0.03561605244687286, + -0.012538361691378463, + 0.14188290180661808, + 0.12207589515107321, + -0.0512258795863284, + 0.04071583344023161, + 0.4736597092887718, + 0.2852680484754473, + 1.0060173861982695, + 0.035572192000487085, + 0.05286444211313577, + 1.0629852664692025, + -0.12940513355845465, + 1.0184177972888264, + 0.20321961889444343, + 0.9125365024997171, + 0.9906347179436734, + 0.04611315933084218, + 0.05080491258544485, + 1.2096047879157383, + 0.04826507020518699, + 0.4218833064202274, + 0.25562599465917235, + 0.056939707986454445, + 1.0208102413763973, + 0.9193857093142114, + 0.9951607403876126, + 1.0392190699639317, + 0.18581336159951833, + 0.9313405695186131, + 0.6232778942847488, + -0.035513909666395484, + -0.024688761289718936, + 0.9791876503420619, + 0.7973164736757451, + -0.05824671412622182, + 0.9765401281035543, + 1.0117615813030136, + 8.947998357444356e-05, + -0.022505442619302908, + 0.030919218605649813, + -0.042620129521759156, + -0.07242848163639747, + 0.6082855946084497, + 0.9849296400899277, + 0.9463818018260298, + -0.11488197568369277, + -0.07821028948423518, + 1.0382779403038611, + -0.022941189557197973, + 1.0363878038772674, + 1.0086395352082227, + -0.012008163901914152, + -0.12749883352106473, + 0.984378487541013, + 0.875651073827522, + 1.0327649280185107, + -0.020948369549897258, + -0.04282131915345096, + 0.9901616392985473, + 0.9452449945913338, + 1.0120068522960612, + 1.0813794689639509, + 0.9857309880176787, + 0.12021283960012576, + 0.4123424630078722, + 1.05243209180329, + -0.09772423521976141, + 0.061322575671201744, + 0.046571780206813615, + 1.0481586879469629, + 0.909370497239465, + 0.8828833621424305, + 1.0704207080321313, + 0.031748051657875004, + -0.08047534982715814, + -0.14348234452937514, + -0.1324950757681422, + 0.7873906743060222, + 0.5849633124407718, + 0.15424031768922755, + 0.8925110554640058, + 0.7446809395448661, + 0.35978459704983157, + 0.47567132376871496, + 0.8004027567443708, + -0.18242185519096932, + 0.042702237149685116, + 1.179012225009827, + -0.057575655287211897, + 0.18578982477866438, + -0.08109360684032621, + 0.4948147894801809, + 0.0033825231963766447, + 0.018404209509602067, + 0.14691728163746953, + -0.2229729866302221, + 0.09752914244625722, + -0.137559278123729, + 0.9271214868189902, + -0.054318037577091076, + 1.1304301005731003, + 0.7996930617783476, + -0.1114410156726675, + 0.10300537053092457, + 0.12704407490822475, + 0.2892315086050796, + -0.12509237460599174, + 0.09501146914795341, + 1.1636239609619992, + 0.9189980671890382, + -0.21239009887792634, + 0.906851612612571, + 1.2482715228150612, + 0.24250582154343253, + -0.08070776791383058, + 0.9403286973710573, + 0.06646070425916209, + 0.9761341759464128, + 1.1548906806513262, + 0.17036953685763945, + 1.0758663149700305, + 1.0955379948468729, + 1.1731628287384497, + 0.9150139467983007, + 0.7602213596574223, + 1.1268680999656917, + 0.03750491274080794, + 0.09108633860425472, + 0.9131552234899856, + 0.13528456563068283, + -0.050350069359000084, + 0.9489361210088516, + 0.22589039241082592, + 0.9759879844628174, + 0.008084652115258691, + 0.9742632303834484, + 0.15143747054572518, + 1.0079171879901712, + 0.3122191006253507, + 1.005728370449067, + 1.2208762275931948, + 0.04753708969763427, + -0.09593972801509376, + 0.28503200412347324, + -0.02579503224351898, + -0.0028667826645200393, + -0.23901751703739532, + -0.0863381258184132, + 0.8488623637061254, + 0.16886087089840718, + 0.8424189586762872, + 1.0176915693644977, + 0.9506380361410994, + 0.23107109916251853, + 0.933817147750535, + 0.18814359050009302, + 0.19747171748381348, + 0.611199807990088, + -0.02546510772593306, + 0.034383333567644205, + 0.9152161455194616, + -0.1577944092767016, + 1.145082846610623, + 0.6879058699191547, + 1.1889036794457095, + 0.9396411379631122, + 0.06513927578358902, + 0.6746303484422913, + 0.270025809009936, + 0.2041025933058063, + 0.9529276061076549, + 1.074806133850947, + -0.030330828455832282, + 0.6691544660219553, + -0.12125651008348211, + 0.19110267210574533, + 0.9667857180269843, + 0.045909795810913166, + -0.08801577831503883, + 0.4376843469054671, + 0.030126397944173194, + 0.1184693521059853, + -0.06544173521110606, + 1.0180072788265486, + 0.09245851598146178, + 0.8580638447209934, + -0.006190547919160215, + -0.04212396475237343, + 0.10676320663048552, + -0.031547063471000385, + 0.9004057071095929, + 0.22599498140945823, + 1.2295732613701447, + 0.8977466184645921, + 0.4752234487540416, + 0.056960237680872744, + -0.02341290908544616, + 0.04802915961366837, + 0.07726436605432713, + 0.7585638429150398, + 0.07325453249704886, + 0.9907643038137126, + 0.44357802583765615, + 0.8832219452121144, + 1.012326981730321, + 0.7470660618767286, + -0.014277985917515112, + 0.08954992880637018, + 0.004999581146714426, + 0.06665753856439056, + 0.04154648137304647, + 1.1986686370932549, + 0.15239597922883816, + 0.8945288847196281, + 0.2112496308757234, + 1.0203708739898874, + 0.12942187597461463, + 0.019727690955355925, + 0.9385525286659862, + 0.7337439225147135, + 0.8873167042164976, + -0.06012993794610153, + -0.006795085708881545, + 0.8000498904150707, + 1.0047356190472336, + -0.1656824185201318, + 0.24259257139640544, + 1.053697556041321, + 0.7633242939724026, + 0.675286367968541, + 1.041888252975559, + 1.14778691831481, + 0.9899745140981578, + 0.9902515747767062, + 0.9473481267203937, + -0.05333124442876668, + 0.9752890891146659, + 1.0319879356737374, + 0.24305909444150814, + 0.18253724734986396, + 0.8142148542167862, + 1.0108331656159841, + 0.09439440760419285, + -0.10910938397707154, + 0.04211392924384604, + 0.14550752007341786, + 1.018488358913524, + 0.8564701343488282, + 0.9234431889091643, + 0.05849871994027402, + -0.10237062724253763, + -0.026362883348008872, + 0.001877324518804887, + -0.03755622560589922, + -0.042947463320755476, + 0.0075573503399783675, + -0.022203748475497838, + 0.05055404082695341, + 0.8087168260046296, + 0.8202272687211422, + 0.027523558911868154, + 0.912588581224602, + 1.0707095702477487, + 0.16511833411665225, + 1.1642653415837634, + 0.08269210156892219, + 1.0065580105324996, + -0.1516422891959305, + 0.11089699601291993, + 0.10664804338710965, + 0.6051084650032232, + 0.524389953057009, + 0.12434407689259346, + 0.2410710372125737, + -0.1410456966604482, + 0.14849639377158297, + -0.12066451835324267, + 0.04616582152228475, + -0.15713555380319788, + -0.0824045511973821, + 1.0267342932084433, + 0.06717788780555277, + 0.1782113271793521, + 0.966004076233565, + 0.21929741103160205, + 1.0971808780839916, + 0.06860655329168465, + 0.9969715294075668, + -0.0002605001815157254, + 0.9593447230083407, + 0.826843319954772, + 0.15382475687616862, + 0.8284714536276112, + 1.1136869192116168, + 0.930330194877318, + -0.2582437951168227, + 0.9889032707178842, + -0.12501537095276133, + 0.2864863066654826, + 1.0792545347127307, + 1.1429320889711798, + 0.20509904620330727, + 1.0582485711158223, + 1.0985587247281268, + 0.8250765581589754, + 0.11162217633078624, + 0.19181349908702203, + 0.05409193419628816, + 0.12992136485913972, + 0.9792168751224593, + 0.013844761489693736, + 0.6229605222961832, + 1.218055616342861, + 1.0883805844657968, + 0.14248964121269017, + 0.9673311315488942, + 0.15255746218771002, + 0.8519586822699259, + 1.1376918559155502, + 1.0838888116900358, + 0.9678786130175284, + -0.022280490762947587, + 1.0667394929715497, + 1.11385702124943, + 1.0058650358639816, + 0.28494407043605346, + 0.01630343293618109, + 0.8438704466444426, + 1.1791457142484698, + 1.229003376999307, + 0.9269079396628822, + 0.8144623157764046, + -0.06311847367573144, + 1.0026235445610223, + 0.21871241654733956, + 0.17017001590113814, + 0.06625864434263866, + 0.39604546027439097, + -0.06945209514121804, + 1.0816892097573638, + 0.4303278796775436, + 0.10078311608920203, + 0.8519462932537082, + -0.025561258592631978, + 1.0665540448987454, + 0.8521478025534799, + -0.15815128233722298, + -0.04429852716053148, + 0.15436234127980955, + 1.0002780931154813, + 0.8541540341661883, + -0.04367975771470231, + 0.20136704555162815, + 0.9881011562202826, + 0.39503822594655763, + 0.9263061103423716, + -0.06581860484899733, + 0.03231926496126884, + 0.11804281486564341, + 0.884077166719, + 0.14224748875989263, + 0.17745524656453374, + 0.8341918899787278, + -0.03669497006293196, + 0.995698077920929, + 1.0589706077607377, + 0.08664217592736478, + 0.2791339712843651, + 0.8795755790318504, + 0.05800996430799876, + 1.056142664504942, + -0.014935957851336187, + 1.22077459109587, + 0.7976329554606068, + -0.05249970128298138, + 0.9402026862592587, + -0.031234852018255918, + 0.9008094761533533, + 0.599940352159076, + 0.9100063771574641, + 0.3175840093313069, + 0.06848381387828395, + 0.14408433840629561, + 0.02356132527288509, + 0.14632089571502252, + -0.04098992762847284, + 1.043352338542393, + -0.06935371699614631, + 0.16320132099597184, + 0.185522310022952, + 1.0262258899245198, + -0.1522776223800541, + 0.137136332533879, + 0.3665429688821353, + 0.20379399334172726, + 1.187881802426739, + -0.017775566341029968, + -0.13961148822812705, + 1.05801922874099, + 0.9295537924474662, + 0.978900594670747, + 0.14229824750267508, + -0.0782232521157645, + 1.0418015119950161, + 0.9582825615933703, + 0.8890002652120861, + 0.015901186727052912, + 0.10669635843170955, + 0.28395703648151555, + 0.09827339660483504, + 0.992256572333533, + -0.0678545881689925, + 1.0132716686781085, + 0.9928431035774276, + 0.7934282278606596, + 1.0069302069319488, + -0.05285887523071045, + 1.0537432018175577, + 0.7765286318121858, + 0.17361531528760846, + 0.7402144124709319, + 0.23177505422845934, + 0.9112757806840986, + 0.9989983719937154, + 0.9799222350901127, + 0.9277053176423037, + -0.2036313678954126, + 1.0066005053256986, + 0.9117634207341362, + 0.13231011536155002, + -0.0446867906860761, + 0.9920871084856541, + 1.1148549947395685, + 1.1152128696762114, + 1.1454299953474265, + 0.649198540983634, + 0.9178472178250295, + 0.8337506471376033, + 1.0296291451512316, + -0.14924349933111658, + 0.05688407321629748, + -0.2349526800836192, + 0.8541511053167766, + 0.8605242966062041, + -0.08691985203995548, + 0.9818745959814761, + 1.2086315728142043, + 0.10762498025870408, + 0.013038192455337954, + 1.0970990754639605, + 1.0270223697845913, + 1.0395191920571332, + 0.23554832766397926, + -0.05099624007627154, + -0.13424278523056116, + 0.9231756565708474, + 0.09134126906587066, + 0.12936827104599125, + 1.041826565302731, + 0.09226337232418672, + 0.03357608599120729, + 0.8492205411247331, + 0.9644487284803032, + 0.13002871412100425, + -0.1926936420000406, + 0.12627714804792156, + 0.11213358849431353, + 1.1323065402830583, + 1.2167645106235787, + -0.022088264721319924, + 1.0408483170878853, + 0.26089846618416523, + 0.042001051179749525, + 0.04338155955542915, + 0.3341712471973595, + 0.7559477093051855, + 1.1519286637729074, + 0.7989960875077076, + -0.02823305687396487, + 1.1734380187616587, + 0.7423701897766827, + 0.11143378198337185, + 0.31873551018313806, + 0.9269882583759633, + 0.20469349274088408, + 1.0312867174832607, + 0.16098369540830748, + 0.026030700060011912, + 1.1726663621415094, + 0.6576446959706691, + 0.2236635048623175, + 1.046299911966544, + 1.0037870617747071, + 0.2682848886311201, + 1.0094404887669246, + -0.09828832934306853, + 1.0790013740925966, + 0.5486583178679171, + 0.05673216281571038, + 0.2039514744937593, + 1.218055616342861, + -0.12909564586338693, + 0.925454005559427, + 0.8689438541423047, + 0.3275647818130279, + 0.6539608008568237, + 0.25935167713539276, + -0.15939429037394526, + 0.749661790423106, + 0.8151759745037376, + 0.7397038943197513, + 0.09376833248333136, + 1.0558664349090894, + 0.023746780287675195, + 0.16764470992420727, + 1.0453698739959032, + 1.0555506509571828, + 0.09930266387852817, + 0.08822764389175265, + 0.16228088697978, + 0.030006879475078015, + 0.107128654332643, + 0.7349077498464196, + 1.2158561486023896, + 0.4734433693793373, + 0.08259703591218617, + 0.9626954618527791, + 0.028983924501716364, + 0.9501283409141413, + 0.899801049824235, + -0.10596599439342232, + 0.4077111508977768, + 1.0374617654398701, + -0.08645304007191672, + 0.8024413411895268, + 0.9438822975110678, + 0.7307319240944854, + 0.06272128102044233, + 0.19228210144559701, + 0.8890519111855838, + 1.0632022438497537, + 0.9077709711519454, + 0.06106551324459228, + 1.0291195691972115, + 0.7616420145994396, + -0.2081212947299921, + -0.08878732631640839, + 0.8182240264571815, + 0.7329237564173255, + -0.04627556903021594, + 0.31040315999766804, + 0.6515342101748556, + 0.7520308064575373, + 1.0626670864267413, + 0.10468152779731872, + -0.06333676592991089, + 0.949330722523966, + 0.4739675779881651, + 1.0322066648314718, + 0.13153697878932208, + -0.16345086396968692, + 0.9511237420052928, + 0.6779332357180125, + 0.12710059879852548, + 0.981271151792973, + 0.22929566911023946, + -0.012862309385572533, + 0.21443194732062348, + 0.13809736255495805, + 0.04428287097707652, + 1.0262434586906424, + -0.052446253976192195, + 0.36835478834210694, + 0.05694340625999108, + 0.18800823896912147, + -0.015576910778742343, + 0.7258840174720714, + 0.7889799446601907, + 0.8234587835788619, + 1.1566688953019522, + 0.1604939549848822, + 0.025512762433776454, + 1.044256882943376, + 1.0186759650094195, + 0.8490412878427691, + -0.014125991999991315, + -0.013523375505400576, + 0.6471168196384963, + -0.13018955712057803, + 1.0746695520652725, + -0.1553900440888429, + -0.21471302787135535, + 0.16867177778449283, + 1.0036801129006667, + 0.9590474825116244, + 0.5150477132465713, + 0.38211929550045304, + 0.09907601503798981, + -0.2581027326242855, + 0.30485086737119227, + 1.002078378931015, + 0.9372514373382592, + -0.14801284015908373, + 0.9946085059553479, + 0.9194921507677262, + 1.0480246568101077, + 0.8978528919283593 + ], + "y": [ + -0.006004849679842639, + -0.04373175476874019, + 0.7788581807267896, + -0.07345224920210044, + 0.16790603515541622, + 0.07501446946811179, + 0.062193955321844796, + 0.3308021097676242, + 0.012646934878916135, + 0.582261452178523, + 0.10651024032282069, + -0.031289056897159565, + 0.17468757160831078, + -0.10104837162019167, + -0.02939309486036924, + 0.08049757222746579, + -0.10680847572402927, + 0.09401512276421718, + 0.5254671656704532, + -0.0068984106585631725, + -0.0076384555121965575, + -0.02652099105916546, + 0.23404365181906864, + 0.16434742314024284, + 0.016970070587471648, + -0.009544587409020743, + 0.26684884777551765, + 0.05210422050260742, + -0.04929014211774726, + -0.10705390186126364, + 0.1162421567938844, + 0.11337552662549381, + 0.2882796376791935, + -0.045969767256902785, + 0.24351795072148114, + 0.8600380366980636, + 0.05710338246432618, + 0.32320535957340446, + 0.10638308063797691, + 0.04652243665058709, + -0.05203678911691585, + 0.01239650093536366, + 0.005127312889743458, + 0.04835643890701751, + 0.038469263406473955, + -0.03435411915070634, + -0.07848837580869704, + 0.08913788006535055, + 0.10966309349385978, + 0.08977117616774127, + 0.9835518194894785, + 0.028011092633905207, + 0.013467756546412316, + 0.06379451140557413, + -0.03178132439861614, + -0.09460347609080312, + -0.004784648174176868, + 0.05108149722651622, + 0.03579013152187386, + -0.01414330015783824, + 0.7784896184771505, + -0.08405046868825382, + 0.019449568910537944, + -0.07287487308625597, + -0.07697680871624675, + 0.016376393284027797, + -0.030970698726136177, + 0.11315763609979755, + -0.03930444863184, + 0.12074531274877906, + -0.031156337294145145, + 0.018307120462147896, + 0.1317064308165528, + 0.16097313957653708, + -0.046539456315398235, + -0.008963996996410015, + -0.03742856374284496, + 0.06169153570275658, + 0.03075491392231298, + 0.3176898902752581, + -0.016485121075812195, + 0.2441135640096971, + 0.0018283113491227077, + 0.6513199466381309, + 0.02132647491843407, + 0.09864917924265597, + -0.057977346618363346, + 0.7473835108206983, + 0.11792342158776858, + -0.056888676253382245, + 0.2529216960711148, + 0.9982804551685516, + 0.039461982088890846, + 0.055010735592213526, + 0.29346835324596066, + 0.9952796158317151, + 0.002510559511141296, + 0.6637256029489063, + 0.04318352611549854, + -0.05852209642698122, + 0.06818968649079826, + 0.023093526538524534, + -0.01929285120027088, + -0.15279581834004582, + 0.11454932380643766, + 0.1464501299367392, + 0.0008270854320355133, + 0.6047890862972527, + 1.0422041628845853, + -0.09048277042653188, + -0.03844454475358141, + -0.017575355051446084, + 0.03757783278968728, + 0.5985186258550809, + -0.05337220549110866, + -0.08519953970491424, + 0.46713261647477505, + -0.03116418123107693, + -0.052258983973060995, + 0.8327889576361605, + 0.0229840436006875, + 0.5763534182359132, + 0.7626197702850676, + 0.3231412007859343, + -0.07163639078170506, + 0.527009564243169, + 0.5413507747099451, + -0.0071544933160702885, + 0.6864801063697078, + 0.019933273497748656, + -0.022596816033640815, + 0.013759358204475979, + 0.4670378328154514, + -0.17996567352251605, + -0.03692322652857921, + 0.8201365986849959, + 0.03374683780529816, + 1.042281841480977, + 0.08730865724739535, + 0.0007330437434319757, + 0.11768825034102436, + 0.06312409796494774, + 0.13124879179999746, + 0.14669667661321875, + 0.126448317345609, + 0.09414338442260917, + 0.5599596013509375, + 0.021626637114839756, + 0.3914110864726617, + 0.021287086861363085, + 0.04330123253005531, + -0.048573269089464396, + 0.6781882746089329, + 0.9351503071135991, + 0.07942171116491885, + -0.03262704899868334, + 0.14909078031610618, + -0.030148580966545813, + 0.004466654471621672, + 0.8067423172109083, + 0.15090232127068515, + 0.2089963628989471, + 0.01079983287985496, + 0.0012777001320805324, + 0.12165536461250087, + 0.9717982824969177, + 1.0409116427885143, + 0.1842535554502372, + 0.44135211276809894, + -0.1100269339785859, + -0.05145629753669096, + -0.0004227264300296842, + 0.04628549293830803, + -0.0467062002719535, + 0.5097069128426712, + -0.027225797609392827, + 0.7955336865773256, + 0.0017718390923284206, + 0.07655317556727637, + 0.03852905031093438, + 0.7667584977092466, + 0.5918463832878532, + 0.9173530161337135, + 0.17490908529733082, + -0.0058083067753289625, + 0.02160620733808882, + -0.010541328376705029, + -0.06558409028976273, + 0.09711745558963972, + 0.3546431337808817, + 0.01325967218066301, + 0.8232401328301844, + 0.21248077358776346, + 0.8777417006116972, + -0.11459394829489117, + 0.6239680998889724, + 0.26020391108345947, + 0.12133036598275561, + 0.0058658498267882, + -0.0531052279079545, + -0.04783776208133728, + 0.029912609726228796, + 0.7245004402692734, + 1.0149571140974938, + -0.07150150417749834, + -0.04936340453047293, + 0.20633689330896599, + 0.05380141310622241, + -0.024135375010292486, + 0.018132970170456404, + 0.6211476750143552, + 1.1657131948185948, + 0.040072524256501846, + 0.01604937699193832, + 0.231504269217036, + 0.03350528712184414, + 0.1470707118240791, + 0.0016088341824413628, + 0.2651888825682891, + 0.260263438446856, + -0.04658782625513459, + 0.2232128158595896, + 0.00040976494219946186, + 0.06185957654511448, + 0.061013786918523154, + 0.03637025264432166, + 0.4135070022280253, + -0.06964184715504683, + 0.16553283724800952, + 0.006438884262164009, + 0.05512783281125738, + 0.6104478125707061, + 0.015699733168279204, + 0.2822297550397732, + 0.1321005751949557, + 0.046930934344272375, + -0.08316003252892143, + -0.1371512788604479, + 0.12226949735847492, + -0.005187119354490433, + 0.9148342400246652, + -0.10537651215703342, + 0.08615108180291112, + 0.0411764861354282, + 0.17364220777421718, + 0.34411494693164063, + 0.8451951115510216, + 0.04996707858830454, + 0.023072225211285095, + 0.023779848232015066, + 0.4264985868675464, + 0.04045879108327227, + 0.08968469615749962, + 0.14518636274314076, + -0.09162303871463832, + -0.02401620156544673, + 9.99852314572413e-05, + 0.021029435658709128, + 0.05267482039362475, + 0.7301121385555818, + -0.13367359619430483, + 0.148319308854134, + 0.7564872872286379, + -0.08177071051197671, + 0.23611498624863697, + -0.011040349805450761, + 0.7025999781798042, + 0.05073306312196651, + 0.026818664909515278, + 0.11465875534031951, + 0.6704005476742049, + 0.020576585974453842, + 0.6927648439921227, + 0.0044694734244745005, + -0.004844199243633042, + -0.018910778251537124, + -0.03657695392432261, + -0.005790667426139303, + -0.032818509809602145, + 0.18524997024789874, + -0.028951938576558686, + -0.008450169290857446, + 0.03956493011529671, + 0.00926972084360115, + 0.028502389244701106, + 0.11973526388222272, + -0.18032037674092538, + 0.25401296259644346, + 0.07185153270765605, + 0.09300100422210533, + 0.03780297910605339, + 0.05131449785629816, + 0.04600282576427365, + -0.04127797813881516, + 0.0327797848528834, + 0.8302358541742277, + 0.06121193705809332, + 0.4570347842124793, + -0.005395144956799082, + 0.07524868702285142, + 0.31894635164736224, + 0.06996928184222287, + 0.10126487434863322, + 0.06585031995635067, + -0.01438168119187559, + 0.028136713020051243, + 0.03157781033587591, + -0.01326786242331255, + 0.16162469491760395, + 0.4856504312669334, + 0.5424092379364792, + 0.04159347667410067, + -0.10736678696571954, + -0.007721281537712738, + 0.03189422199443505, + 0.14563822168794943, + 0.03631509420698213, + -0.0007913521546223264, + -0.04681602436454392, + 0.6276719217587019, + 0.07232067074541122, + 0.05529055662675049, + 0.015851509048634617, + -0.08266329794876262, + 0.05194616063297518, + -0.026608857162737087, + -0.023133799953356547, + -0.0003221822321178721, + -0.023957533270664338, + 0.03497321566906024, + -0.14663379689715347, + 0.016462695934956067, + 0.19835395208813622, + 0.100991343677649, + -0.015115807576088736, + 0.04055556498292379, + 0.009052231434403058, + 0.05570611065172497, + 0.2838328790701902, + 0.6845464776198067, + -0.16211412718636387, + 0.03472516318362498, + 0.10850834388920876, + 0.6152724344324106, + 0.016542038706183457, + -0.018063149793670456, + 0.014400363256835963, + 0.534879480442415, + -0.07105859752788436, + 0.7477937484638987, + -0.0328919673461994, + 0.36937325496720486, + 0.017661318504026594, + -0.005265795881123601, + 0.005754054034416239, + -0.07751230677950166, + 0.04459784053871325, + -0.03224794720075434, + -0.039796967953544114, + 0.9903191179780401, + -0.0332448166578912, + 0.8006352651071762, + 0.43019068443148833, + -0.07036328188800331, + 0.11076145937894416, + 0.12981213459156776, + 0.235368487328891, + -0.1147683371978634, + 0.04447189679560471, + 0.5100561216037709, + 0.1677089858153513, + 0.09738905735187403, + 0.06918760794752121, + 0.16768524949366992, + 0.08232560855256237, + 0.31096692329175984, + 0.2806303035211344, + 0.05931102768720038, + -0.08070941508922781, + 0.08666284962880845, + 0.029428874893132666, + -0.06061738140714758, + 0.2784844880176929, + -0.06041234152254091, + -0.024529360836576218, + -0.09721618032982743, + -0.06424704728347881, + -0.01718693412510536, + 0.015615689035995051, + 0.14845167157992437, + 0.03956698777324573, + 0.045641187227382723, + 0.3845279617816489, + 0.16724592215757156, + -0.06737295061991981, + -0.0008837839057670224, + -0.048178199396713396, + 0.11764195897770659, + 0.8562474042693577, + -0.16474423709867372, + 0.9006100264089097, + 0.03519801166724343, + -0.06795953411252136, + 0.006072675769467403, + -0.040790624303031486, + -0.03218715280880783, + 0.04214132799796422, + 0.1325383099187631, + 0.8585437273125988, + 0.001633353105649147, + -0.021775147635266077, + 0.14823421177283896, + 0.04106125879882699, + 0.2374141936776951, + 0.2632002569520097, + -0.07165899575792788, + -0.07019383652256858, + -0.01814404483873966, + -0.06455868355809598, + 0.9511301655337319, + 0.020397055856203924, + -0.012979257858015318, + 0.9402070265580749, + 0.9550678890522933, + -0.12519523695812726, + 0.038385767577382844, + -0.1521549610957871, + 0.9023962468661548, + 0.7472866753555053, + -0.04367847708480365, + -0.02900682816894606, + 0.02479048585379658, + -0.10292884628822116, + 0.0315926661834809, + -0.12834137642258092, + 0.1677679922594528, + -0.03620654071203556, + 0.06942763378162564, + 0.25199837288292937, + -0.0874348533387957, + 0.03837146649974838, + -0.056411653299759036, + 0.10593776531117635, + -0.06523628014301809, + 0.5260203832010506, + 0.014600316959600356, + 0.07530502478657886, + -0.042874643183808056, + 0.7870007928437927, + -0.10467623360240551, + -0.003926553122594085, + 0.07561551917562696, + 0.025370217661152532, + 0.008959204806895132, + -0.15880196539065924, + -0.017332946309503865, + 0.014416679811002165, + 0.8656518512806508, + 0.8984730775837715, + 1.0295378963319428, + -0.03139925901538498, + 0.01082369791473104, + 0.32917418008883137, + -0.07078669470154911, + -0.052654608022108675, + -0.004659077110218086, + 0.11684904228352358, + -0.012476413920357792, + 0.38752854370991086, + -0.04689104140786331, + 0.002451524052028123, + 0.1153502503067729, + -0.19624431308126833, + 0.10591060670054668, + 0.7425191615186587, + 0.3103475441079987, + 0.19470426986113126, + -0.039541728556756806, + -0.10714189381510358, + 0.01407673994171953, + 0.35040806372414174, + 0.868634050132798, + -0.03397099667567131, + 0.35775111789068703, + -0.07610313861042506, + 0.371077585993355, + 0.07788887988780951, + -0.11644430005089829, + 0.18125596878943145, + -0.03987455907606655, + -0.02737353690874417, + 0.7268996200106504, + 0.12409040979066123, + -0.1228708815518904, + 0.13040525112590337, + 0.8502891061974825, + 0.014199368457177945, + -0.04928476316198766, + -0.016297235573461053, + -0.15957091058149947, + 0.075854236728382, + 0.9373857807363476, + 0.07264063627979102, + 0.22979478327722122, + -0.02664011405283919, + -0.13686974059026577, + -0.03758441639658488, + 1.0153408144466654, + 0.32042297552167587, + -0.14468049189594517, + -0.020592309166054524, + -0.052233018856530505, + 0.46289152698227926, + 0.021525567936778074, + -0.10029324359104749, + -0.08060248807315061, + -0.07732505524278972, + -0.026602564532713736, + 0.12172853590858689, + 0.01678335437601222, + -0.030169301008886384, + -0.042788982729910864, + -0.02212259359070248, + -0.053388455399234966, + -0.09112923274265297, + -0.06689827288329493, + 0.0042540183627318845, + 0.8617628335262982, + 0.49539511848004236, + 0.04804690406427967, + 1.0331334241593075, + 1.0534545832750792, + 0.2850152295712138, + -0.02185008966228327, + 0.5326074800767955, + 0.02499795208856433, + 0.5158335345382515, + 0.20028985166554528, + 0.042183304623969874, + -0.15351724817829016, + 0.013030294068571653, + 0.06290791638398599, + -0.04793575472219242, + -0.046428951563885365, + 0.07659294345999021, + -0.0019372024406736077, + -0.09807425561616001, + 0.5942043828490358, + 0.27176474154420754, + -0.08793369006554526, + -0.13339243644225576, + 0.21216064789550954, + 0.0014789859641192267, + 0.607088600893452, + 0.0357614910367297, + 0.0708203833990707, + 0.07611893535651003, + -0.03206309602731136, + 0.36254870376561527, + -0.01722332710765772, + -0.07987747098215253, + 0.004305061390867167, + 0.010589515636390563, + 0.02330148729163125, + 0.05959011184967545, + 0.18742369129753925, + 0.24815273672842034, + 0.4285696005348144, + 0.07265796813804992, + 0.045192573458308995, + -0.009252526046990946, + 0.20763445867053776, + 0.23852454456169586, + -0.03533827576912463, + -0.0009862470650868177, + -0.08560355238234924, + 0.06403273591620581, + 0.03694983873264209, + 0.09054949856551184, + -0.0013276592889946395, + 0.7689791853026111, + -0.010297368326044104, + -0.006999546039523218, + -0.025145380573635516, + 0.21529671159581612, + 0.12203785865443816, + 0.19879773617562038, + 0.48918456152190104, + 0.737774027835715, + 0.5900809034786249, + 0.6121706732167016, + 0.9896453658666748, + 0.01662998305400832, + -0.01903410981211884, + 0.8901980971609115, + 0.08740338407307367, + 0.013736066041786541, + -0.042768923542942344, + 0.9173340416190928, + 0.03262710397515926, + -0.00018707815204247534, + -0.06827248226172981, + 0.041967007174064826, + 0.7804029693040311, + 0.5057277475171601, + -0.14254209811602198, + 0.8236590079605446, + 0.11971278752640377, + 0.03779248393844621, + 0.21682617113938218, + 0.0314105795830922, + 0.010643195661647025, + 0.06838684722278209, + -0.0168775226032943, + -0.046427936783191105, + 0.06558897348720287, + -0.08559650295118265, + 1.042281841480977, + 0.59649201130863, + 0.5714038937194695, + -0.06508098567987247, + 0.06794846933813084, + 0.1019168910932639, + -0.05108380540282438, + 0.004925912733470929, + -0.07965350939786431, + 0.5871460535373121, + 0.25900677682399936, + 0.0319837676751422, + 0.8017636317780921, + 0.8210630912922842, + 0.006527664590988732, + -0.07428077581100961, + -0.05744504096449172, + 0.04246789323240688, + 0.12235824354767598, + -0.05484374776343559, + -0.011530194366390922, + 0.08169615313192129, + -0.002239686259665292, + -0.18726058445258453, + 0.20219404890357404, + 0.9625793119166874, + -0.004227772698795599, + 0.5078028326325024, + 0.6677316400710591, + 0.3064767467869789, + 0.3216891684383992, + -0.0021712131780393315, + 0.02500150765540556, + 0.13177139001491084, + 0.1443810170846383, + 0.07616083324835007, + 0.013576034470613865, + 0.10868010920279132, + 0.5161473293767104, + 0.28982979035919887, + 0.31288323669204204, + 0.17870365532083132, + 0.022816189135597485, + 0.024116398878625357, + 0.024423354935855252, + 0.14226424718748307, + 0.05431767395475509, + -0.020706939175904982, + -0.09969643841175176, + -0.02219709183337035, + 0.7157400231457264, + 0.28673044801703895, + 0.05406451880679725, + 0.53958898365402, + 0.09670561286160308, + 0.05327103861650631, + 0.10949518190138295, + -0.04239059667761136, + -0.004980142114887956, + 0.9937392990235967, + 0.08549489336628367, + -0.033256290011090726, + 0.7733390788343905, + 0.4586482941854206, + 0.06534210598941047, + -0.04260151385060158, + 0.022570947663977756, + 0.7591806245693753, + 0.607001360678772, + 0.23044466269167496, + 0.00715114871751618, + 0.08085810892152556, + 0.04876511079323107, + 0.06335359178047299, + -0.12029139792855414, + 0.9554311268000041, + 0.577211524106546, + 0.8289501545120133, + -0.0684481896381336, + -0.0009245089876753396, + 0.04740035648894638, + 0.06491602174747851, + 0.08143153855962927, + 1.0136726496285686, + -0.2204726328400439, + -0.019931392257791735, + -0.04473451035493563, + 0.7248390325206113, + 0.04873297674901259, + -0.060538920590443315, + 0.285083676020889, + 0.24580009726941024, + -0.06672231755294766, + 0.035744858595099495, + 0.011468224301599234, + 0.029623564757671854, + -0.04855541611891959, + -0.025424536972787595, + -0.06790894729336161, + 0.02255875032846622, + 0.05634528126334781, + -0.024880259103520548, + 0.07075947441827343, + 0.8958411849654776, + -0.12134040095513386, + -0.06730068332272751, + 0.16993478182719127, + 0.11693363080501572, + -0.11685202503653142, + -0.05923852180455258, + 1.0192478645075695, + 0.11015940693747721, + -0.1418875438196037, + 0.6298296899132102, + 0.07578264068558696, + 0.10055432001128925, + 0.06488998554086714, + -0.058503553431261374, + 0.825307700512733, + -0.00590857401584794, + -0.09787227537283484, + -0.014601796306246488, + 0.08274185940979, + 0.05317711181702402, + -0.05248415717777562, + 0.011093479336367201, + 0.09054473028763016, + -0.002215201571480516, + -0.05341004929344458, + 0.01183954760980316, + 0.023261283133350935, + -0.19128037742761328, + 0.13368458473065828, + 0.08178123256467659, + 0.8774946904587679, + 0.47888475202012193, + 0.300893870884041, + 0.28495500993509754, + 0.055200747799806604, + 0.006070644360203171, + -0.07160616412894512, + 0.9869266153653626, + 1.042281841480977, + 0.35533603889534116, + 0.7004784201615136, + 0.2390945073022636, + 0.10137351953312257, + -0.02646717397033672, + 0.06483481796623022, + -0.1362859237360713, + -0.06664882024505278, + -0.09450920929020196, + -0.013051445198451172, + 0.7597855262277671, + 0.1262249484594273, + 0.1574100649048393, + -0.04379043876184077, + 0.04336448547577494, + 0.18011368850460513, + -0.12428328399424608, + -0.006400323413696439, + 0.049065650598724954, + 0.35845547173827014, + 1.0275567263241951, + 0.9669253674229894, + 0.4811620404339239, + 0.06883746496334282, + 0.4813503451229288, + 0.03245792893986857, + 0.8575093251852164, + -0.09357496296738284, + 0.08706631816834058, + -0.09428329170201559, + 0.011770169730132791, + 0.02938319045740867, + 0.7849479035008216, + -0.034926439090397186, + 0.13491877790700596, + 0.6340649105316274, + 0.0907143157589471, + 0.6152720509878709, + -0.03837170845072584, + 0.05382334946813795, + 0.023061789052250464, + -0.037562046216569465, + -0.21738590947391828, + -0.017755487507739094, + 0.11880738268820391, + 0.7849809018562431, + -0.17119225442459324, + 0.0020654966145260767, + -0.07929015325787854, + 0.8361613657283479, + 0.040520203962216346, + 0.8216013246589273, + -0.08675770273527528, + 0.16222825511669844, + -0.04504852540017846, + 0.0015564709411722238, + 0.04304564955569323, + 0.800082485400925, + 0.2942914277817269, + 0.038348589251456205, + 0.15649970152775117, + 0.879885050727526, + 0.40601585845568205, + 0.09182829197499845, + -0.191465368074699, + 0.01763622014232033, + 1.239378232084917, + 0.06820557311043762, + -0.029392697920231216, + 0.3209197648319892, + -0.021509984600713173, + -0.0783092886492765, + 0.02978813262670903, + 0.1436646632616473, + -0.10592608306655224, + -0.022157991927044363, + 1.0078049630442336, + 0.1198432059237008, + -0.0508833897176038, + -0.05542769989087365, + -0.05633007599174535, + -0.05302343984958738, + 0.010921750624365846, + 0.12232209220313052, + 0.02057741947212837, + 0.720832617846629, + -0.05653298150378536, + -0.10203630118832178, + 0.20634677241116856, + 0.07202173801921494, + 0.02453923722910577, + 0.0944981803612265, + 0.1531815637222453, + 0.6700268362867718, + 0.05810452566061723, + 0.8845017132792745, + 0.34867235293655774, + -0.05550565973612989, + 0.06419385934796419, + 0.19493601111893524, + -0.018711720232626388, + 0.08573935350421445, + 0.09025676508479606, + -0.14151112204281893, + 0.10800776111272964, + -0.09755573948104539, + 0.11467222026918725, + 0.0001946091693045854, + -0.10332289219887111, + 0.08140013261264127, + 0.09030171957864229, + 0.10627544736652172, + 0.9950167442570766, + 0.02788980198348403, + 0.2932553566350109, + -0.01154745418448076, + 0.07253515199881613, + -0.11157943169716808, + 0.1270736922427616, + 0.4684224783798914, + 0.04625779568431833, + -0.053880578144507724, + 0.036396659102309256, + -0.0034511359640500188, + -0.03300324722988884, + 0.03377704629302094, + -0.07458875800291165, + -0.015084418563867018, + 0.10052748872059855, + -0.008535072342744861, + 0.06135475554749903, + 0.8766088804872385, + 0.803668937780798, + -0.06553217420871947, + 0.755916939204138, + 0.025858934599524416, + 1.0126534956972508, + 0.08557372841644513, + 0.07286076380596944, + -0.05235335362877043, + 0.056130839383839906, + 0.781952327746849, + -0.12132010855494428, + 0.8303317319304556, + 0.09196987907897755, + 0.1323380691144892, + -0.009155397357379618, + 0.42772655267310766, + 0.6057966693178541, + 0.8902946067176576, + 0.15598082697048235, + -0.01741316012737106, + -0.11130506284185462, + 0.3167199359179333, + 1.0422211814588267, + -0.008919689327000116, + -0.03475742926667043, + 0.11634061881144998, + -0.0271253476019262, + 0.038380383782331225, + 0.5858374782801864, + 1.042281841480977, + 0.9464648607513894, + -0.07554656236793605, + -0.09132887718880708, + 0.9812435151797422, + 0.04189239787030565, + 0.01602890828680181, + 0.986967537074944, + 0.16695130911486614, + -0.039401345159100314, + -0.06530122611567958, + -0.10266809831623638, + -0.12084566335528146, + 0.012162203530050363, + 0.2655939961677916, + 0.12122655318556372, + 0.3360880570504643, + 0.24639489879582743, + 0.15055424923281868, + 0.001557682936836154, + 0.00749569058625173, + 0.14359291719198078, + -0.05356873618764787, + -0.08222146546732707, + 0.04433331651622568, + 0.7640186848465098, + 0.8815782280077417, + -0.1862879482585877, + 0.8854035443157773, + 0.10958068204213096, + 0.02033714379262599, + 0.513877917462264, + -0.14742524946976365, + 1.0749981558608455, + -0.01469665386012528, + 0.08225853510336521, + -0.15391688147691962, + 0.09033549235871037, + -0.0009043077091239021, + 0.7563880288912429, + -0.006719998083013451, + 0.6035154463667677, + 0.03369148928520512, + 0.045570209817966896, + -0.10598874570049667, + 0.04791505460194695, + -0.013565883053957216, + -0.12017407775556568, + -0.08204442658501289, + -0.006279541420270757, + 0.11357908802382538, + 0.698226768245082, + -0.006517513571781638, + 0.06656448060791703, + -0.05044374977184703, + 0.09189485921955227, + -0.08005673770203785, + 0.0029385317447714943, + -0.03554377423417132, + 0.9673148568907644, + 0.07154565365347973, + -0.06286480858539281, + -0.1392485368340599, + 0.04522147573995648, + 0.025083377743418407, + -0.010211858805431417, + 0.05239584881602035, + -0.1417430912732748, + 0.912742441814753, + -0.02441227404592857, + 0.1087527109050339, + 0.09659628178635218, + 0.6699397877560012, + -0.055048174185681704, + 0.12862905111944814, + -0.24531745806989813, + 0.0855698934527179, + 0.06641489648241086, + 0.7733268350307139 + ], + "z": [ + 0.08750899338550101, + -0.21647428143877673, + 9.722175129642812, + 0.3659673006278223, + 6.052806432522658, + 3.6364192294957816, + 0.5941924292781059, + 4.958023703811714, + -0.04808604859382647, + 0.8385942732477565, + 3.8528975654814444, + -0.13820258507911218, + 2.500510372357475, + -0.5799842308378524, + 5.749617472628975, + 1.4653822133923444, + -0.12360712719252169, + 2.3972741609355293, + 7.17855217990979, + 0.5065810286572429, + -1.5912908067184601, + 0.46057352539149843, + 1.9259425622708102, + 3.334168006093328, + 0.47899658797966366, + -1.2925452404284195, + 2.2158238820908536, + 2.6713456877354216, + -2.054517518245214, + -1.1312659466924881, + 1.4121971856720763, + 2.8482843369097712, + 6.322595536736015, + -0.8995842403108042, + -0.143305896657625, + 3.1448265541076563, + -0.11962724629358909, + 10.191750485987194, + 1.0441866521381644, + 1.0168822369892445, + 0.8607601869253291, + 0.8339605497206961, + 0.13510823113346268, + 0.8987386684579468, + 1.00215886752001, + -1.050410860607886, + -2.439642942854336, + 2.3755776616563207, + 3.3878864328800935, + -0.10869011673069762, + 4.215659495284495, + 1.9437103155793531, + 0.7302751253317623, + 3.0966530364465132, + -0.5095070919940721, + -2.3471536570107574, + 0.9483037562709165, + -1.095436471396059, + -0.8726860861101716, + -0.06320419255016933, + 0.14676513087875612, + -0.25882624965610074, + 0.3534228480436914, + -0.5853106846277966, + -0.89519050248496, + 0.0394572518014405, + -0.7168386791384628, + 1.1614345472789909, + -1.210697976812531, + 1.7232117281037334, + -2.489205717248028, + -0.31588569607781414, + -0.08400952277616765, + 1.3539329040153478, + -1.0250145802911064, + -0.38292185928179245, + -0.44676493225243363, + 0.6981537315640972, + 1.053897185658423, + 3.186386819860974, + -0.8565558573328803, + -0.2898340153799069, + 0.44059243507302853, + 8.794520111146626, + 3.8330751500157954, + 0.2376081017604829, + -0.6313286490001133, + 2.005592139969435, + 2.836346477960054, + -3.003983790163613, + 0.9626011066902463, + 10.749610889809777, + -0.37079912899130946, + 0.8248125652638024, + 8.042468174545155, + 5.157197662587339, + -1.2692854674799927, + 6.862667569919638, + 3.443105250615219, + -1.3100735271012203, + 1.5701068943211924, + -1.0031819094830166, + -0.3582013051880323, + -0.5769938907606247, + -0.20812330462538536, + 2.93209891840671, + 0.21489567094153644, + 2.000802445869337, + 9.313105666906122, + -0.6602980580527954, + 1.328169284394507, + -0.13792517238169164, + 0.36797302040277224, + 3.9139745232960292, + 0.03436286878723703, + 0.08658724391808104, + 2.416995602461785, + -0.35739946927136074, + -1.4643302689672992, + 3.2528726508550188, + 0.33533133948652866, + 9.606565074339265, + 7.262396295514835, + 4.3209308180626085, + -0.8385068530657975, + 6.239188979990065, + 1.252704754600277, + 0.9659762310241364, + 5.325502730644258, + 0.375851701713011, + 1.1003722830023155, + 0.5839008625584068, + 4.327165863044291, + -1.4347761277051945, + -0.4080927657934602, + 2.2227561220414884, + 1.9300149227550727, + 5.556881991917977, + 0.26004109537879755, + 2.4971639054592143, + 2.0356784802658896, + 0.5644605738782977, + 0.5166680835076077, + 0.9208729599901073, + 0.7921228341995641, + 0.25758439016699336, + 1.7403287151496927, + 1.2799711178153252, + 1.3108750140449472, + 0.7352813739726156, + -0.10992267175813819, + -2.270889096993045, + 6.269424326647667, + 1.6919534897787354, + 0.7728552755472842, + -2.1816115532470137, + 1.2834046588575356, + 0.6669170130835232, + -2.1705291925431855, + 1.7777746669300667, + 0.8324008424306908, + 4.785282666029042, + -0.09366893528352521, + -0.4720464114771359, + 0.041465862518033844, + 1.2879495800764191, + 5.358496911597561, + 5.347601584089203, + 6.09521284302521, + -1.395295576556348, + -1.7855802976012067, + -0.9361075800889673, + 0.34396987192123163, + -0.48588865880546694, + 2.5215895419876064, + -1.1007938962429331, + 3.6781997457748528, + 1.3370398427724652, + 2.0416350285708385, + -0.05717725261360434, + -0.1474647307229048, + 3.3196168821727627, + 2.3482527810043226, + 1.6781914010590053, + 0.011568501931598113, + -1.058101889362396, + -0.20464224412517246, + -0.7808092614489479, + 0.7228933951202662, + 4.858994606848021, + -0.906844657544175, + 10.11302652541178, + 2.6175753184433934, + -0.7196192622068468, + -0.7835331572643622, + 1.7800605597694141, + 11.084016156656903, + 0.07103859822905371, + 0.5803281555514316, + -0.8214894425456525, + -0.05559305148459599, + 1.1383913150343714, + 7.911409351467172, + 2.5301257922549247, + -0.743370962609895, + -0.7503615537212878, + 1.1609830089212105, + 0.21414772272686974, + 0.4254271171272505, + 0.14324369340416124, + 8.109529449240656, + 9.568525391629223, + -0.6380197779018679, + 0.44036311702308206, + -0.24856094614165342, + 0.40096717197466186, + 9.583776560588776, + -0.0063737453811792775, + 1.6233434010447585, + 2.5430304095537117, + 0.10116697147246521, + 1.2987838180266635, + -1.5940942003791008, + 0.9135821755315916, + 0.31754958154989515, + 0.06252509944854488, + 2.9176247035680256, + 1.2399010992145938, + -0.3247181160794667, + 0.5404896558927744, + 0.12429695155151653, + 3.542332689132758, + 1.5235001935947237, + 3.365142067728266, + 4.92429053839472, + 1.9242999135259864, + -1.4087237226612475, + -3.6712314276273417, + 1.9153152382281002, + -1.5956564258254928, + 2.8272084472349412, + -2.7334747004039373, + 0.6686692079920524, + 0.6325594373065754, + 7.644683094504472, + 5.407007604098621, + 4.794100458005164, + 2.239609690586496, + 1.2863561098490754, + -0.2984561430012771, + 0.5062195426469235, + 0.1486395502653144, + 2.878782548636835, + 0.6554395546621026, + -0.1481548210167563, + -1.1026632030227206, + 2.0430497356554085, + 1.6767943466682917, + -0.08511258698871152, + 0.9672828244233785, + -0.9832531441057711, + -0.37683827729643904, + 8.37042557683579, + -0.8520256138159834, + 0.1670555135530683, + -0.31391401417803505, + 0.9840988585067101, + 0.3816891279803928, + 7.299837595324065, + 5.161738342077261, + 6.911762710423817, + 0.3152009642624932, + 0.13849546076324087, + 1.2285651639297395, + -1.2338348668895174, + 0.1826008206890765, + -0.4099433199346813, + 0.1955843444745576, + -2.278029662201355, + -0.26895340599536727, + 0.3415736358705826, + 1.0906564049657475, + -0.5550791945020356, + 0.47127256118047733, + 1.4331478541860796, + -1.1094719462161227, + -2.3482242655812224, + 6.587156287114767, + 0.5328349191235124, + -0.3097415883536762, + 0.7702167747261627, + 3.47102562824948, + -0.22680623168079928, + -0.5101069900284665, + 0.4869444713317744, + 7.160992482165166, + 1.2096812181519487, + 2.205609829699573, + 0.4889077038443735, + 2.353747302813242, + 9.633022999491764, + 1.7961063453209174, + 2.3783729085771044, + 0.7009602023194262, + -0.7533761446573244, + -1.678440300393973, + -1.0932411777668416, + 1.2091789712804357, + 1.3676009982883761, + 10.127836008081337, + 0.6143640617331281, + 5.640503197757375, + -1.6576224456121609, + 0.03832559286992643, + -0.8016048341397483, + 1.0486082345106515, + -0.4632600245977708, + -1.6591736700590602, + -0.5486233543314494, + 7.599633288218093, + 0.4802327921231465, + -0.1586669134012592, + 1.2924213374761422, + -0.5266432689244663, + 3.7765963910238454, + -0.5340054214492475, + 0.5113992018103205, + 1.563873988162498, + -0.20585113388999096, + -0.37648719466296504, + -0.557280584565056, + 7.734693471445826, + 8.444091820836212, + 1.6850633435545839, + -1.4743318743042506, + 0.13829014393619585, + -0.2740485764484554, + 1.710922419153863, + 1.3534248683449428, + 1.935885750251808, + -1.1952265851363937, + 0.6237167610258592, + 1.6088057560357436, + 5.2984099666141455, + 1.4844955576159928, + 0.5165029638866206, + 1.534791568478122, + 8.73372095749579, + 0.26436057253584927, + 7.789420127885147, + -0.4078628517539537, + 1.8073942178540015, + 0.3740405745308493, + -0.14345852925055297, + -0.0016892017163568562, + -1.6216050226749854, + 0.38304249458920947, + -1.573199499065748, + -3.292253419252164, + 6.39667767774282, + 0.8006549295894726, + 1.7915230361574908, + 3.4002763945902394, + -1.2554005436593272, + -0.5327983064448676, + 1.170728414048974, + 2.1277556647689617, + -1.5751378916968402, + -0.3389583885328408, + -0.7084106196714136, + 0.39968875121119485, + 5.786360142667264, + 0.9268591982761127, + 1.0032564755335023, + 0.2923812809490681, + 3.293620349061564, + 1.341492437043869, + 2.2345352012020796, + -0.27436004088240934, + 2.2939484289223673, + -1.1433081524836053, + -0.9578319487717374, + 1.4185102406580565, + -2.157887222615739, + -0.7597949012651596, + -3.6336487451489567, + -2.214943329305377, + -1.4016716825997002, + -0.5198991852668553, + -0.14671599438387226, + -0.701749460667544, + 1.7470457109202389, + 0.9494267060650738, + 2.705831795764133, + -0.9314162140674275, + -0.5107861316823049, + -0.4295849078764433, + 0.7680848973793531, + 5.862364534849646, + -0.7852468754948727, + 2.4682625380401833, + 9.633167135608883, + -1.0327691946553152, + -0.5255030886476303, + -1.2731017557651674, + -0.9812336120363406, + -0.5272488533117893, + 0.2279406432377365, + 4.462083145071158, + -0.416861635421732, + 0.753032462200312, + 2.379675057077605, + 1.5290597358184923, + 9.176801890523674, + 2.99275430653779, + 0.8350105480837221, + -1.1677376287246575, + 0.5954714489444065, + 0.9133375889348264, + 10.924569542670833, + 0.41485328186550935, + 1.2404508860721981, + 4.7412401768693355, + 2.0906595607025977, + -1.4699562124092302, + 6.468700745646926, + -3.0384100499852886, + 8.04087664124939, + 5.3716276407527355, + -0.5271922460029924, + -1.0521634310410295, + -0.4701240883022145, + -0.3504487731799077, + 0.5598186517894229, + -1.9998080266037292, + -0.012897487717303185, + 0.14618925696192944, + 6.442020737160123, + 10.488776139301645, + -0.5587039611099238, + -0.35407972733044235, + -0.9727988226983784, + 1.7206446450157198, + -0.6447745930239543, + -0.42622522114466266, + 0.9691360237238665, + 9.721131844582928, + -0.15653174903518724, + 0.4820777181057473, + -1.4139857741532857, + -0.7150578976148357, + 3.311285055997773, + -0.10491565031850932, + -0.6535801473173551, + -2.4933937062257296, + -0.8992641529974413, + 0.8988638818569378, + 2.598660734091566, + 2.654821795701677, + 2.6397950890819777, + -0.2912762053196231, + 0.5594016138799153, + 7.63238883981191, + -1.3425064105502496, + -1.355224008089597, + -1.2917761326151158, + 4.043975808079087, + 1.3665860501516809, + 2.7141705815947685, + -0.7202870082804266, + -1.0657148447315958, + 2.9332088181013773, + -0.3375333016142628, + 1.9053645573301081, + 9.637380554193836, + 1.9080130129535444, + 3.843139793323456, + 0.4103329116425259, + -1.548632334625393, + 1.3176925905916856, + 7.489977391667742, + 1.8499108394822972, + 0.005035768215180939, + 1.458191490073744, + -1.1570926141584028, + 3.386661168220591, + 0.024363962284705314, + -1.2116669961365123, + 1.2664090028656751, + -0.4766987831428732, + 0.5027691542684789, + 4.023180605408476, + 3.8249549768158997, + -1.7662463376853792, + 3.2715774668169404, + 10.797683296623797, + -0.04414793663440706, + -0.4073031247269913, + -1.1029490109941507, + -0.8070300894492647, + -0.14342344112222583, + 4.287159914387801, + 2.732832474981698, + -0.27515334378255457, + -1.0452312175569625, + 1.8245974377293497, + -2.61741088220906, + 3.264995233578351, + 6.014865139508332, + -1.2526586987416257, + -0.4902370214514316, + -2.686390825941459, + 2.809342656573111, + 0.27909965962483, + -1.6097852300553652, + 0.4501335153389515, + -0.8471281752057825, + 0.06951400432843813, + 1.320768146943855, + 1.0943251575857633, + -0.17558040958190146, + -0.5861760131757626, + -2.008241503095397, + -1.8122207439049691, + -1.0405438651247898, + -2.374052077592408, + 0.8614374521929723, + 9.619358651154768, + 6.4240755097209075, + 1.540442015170288, + 8.407607079297364, + 6.582380984036323, + 0.0036899517735288637, + -0.5495561955491637, + 4.973992704429752, + 0.8445356456826881, + 0.14109085886768397, + 1.5619379594978742, + -0.10810182278175338, + -1.8534427398552646, + 1.241702230506244, + 8.125497189526978, + 0.13031953320881168, + 0.31773345342178966, + 1.2163566113532285, + 1.0867444981763026, + -0.9253041575515173, + 3.4364642390395597, + 3.004543638891874, + 1.942686161973785, + -2.2930594267076785, + 7.324416042421832, + 0.9868620905503126, + 2.621133200857806, + 0.048393503710485786, + 2.9202419880031254, + -0.2383061445896044, + 0.8938152182357353, + 0.5602255141449656, + -2.2050941315147092, + -2.50566578183554, + -0.8797719940605763, + -1.4139928763612888, + 0.7368646670437404, + 5.433578666167584, + 2.6176147887617596, + 2.1238330580266718, + 5.2075989814390145, + 2.3481841855083507, + 1.2501955877816109, + -2.877276094074477, + 5.923966545575864, + 0.28193763718672055, + -1.3421786103796098, + 1.160492682601973, + -0.4015205670254259, + 1.3073642517413206, + 1.9971522238991524, + 0.4082951393735119, + 1.2784796331564845, + -0.06790496202952107, + -0.4847730309907788, + -0.7916601740300198, + -2.519768599640458, + 2.902137853840593, + 10.801702218558937, + 0.6179243039604687, + 6.366983677999314, + 6.438304807671895, + 1.9076763352743917, + 1.0697193562777463, + 9.154147007611215, + 0.026949933483163678, + -1.0257698248964384, + 6.577103367533468, + 0.7553061732225497, + 0.10711298861929082, + -0.15406266625087384, + 1.56736712073243, + -2.4309689473010665, + 0.3215112880797233, + -0.5734814815604258, + -0.20834559167650324, + 6.194341707193414, + 3.5422043900083424, + 0.857655978920574, + 0.30533756997041417, + 8.047136151438067, + -0.3379414509287742, + 5.706089256418434, + 1.5803779000604934, + -1.0449703069256453, + 0.796065228201759, + -0.3307103353866657, + -2.4015487449503268, + 2.7426546686157476, + -2.760778733467299, + 2.714692061031282, + 6.559543548177678, + 1.9625940393407943, + 5.880147551767306, + 2.4271662414106365, + 1.7652836889965604, + -1.212198828814175, + -0.0414814869265252, + -1.6014239306499634, + 1.083132926060736, + 0.4890777024320403, + -0.3820772488085556, + -0.09151134827351572, + 2.830421590927611, + 9.107888760187029, + -2.155878598183715, + -0.432349289467526, + 0.0434979679413724, + 0.9571799421294869, + -1.5071737603832793, + -0.2772214681586039, + 1.509833865210651, + -1.8496211638135642, + -2.840115112487487, + 1.511223700684299, + 5.053980198904125, + -0.049953271853680065, + 10.3615454093981, + 0.80064621317635, + 2.9895828069083556, + 2.2621594215854413, + -0.47808503217601267, + 1.166270271950617, + 1.4388953009333951, + 9.146923512379512, + 0.9006827912996997, + 1.799866003992438, + 1.0946157354056696, + 6.48725353607072, + 4.637565240931795, + 2.0565863711630934, + 4.804941455305253, + -2.8071142205441997, + -0.1636092679351611, + -1.9465586562787192, + 0.26715860740730457, + 4.1074233681337, + 0.5965285938592579, + 0.17895124213046446, + 0.42120264170695343, + 4.793321941856378, + 1.0638829342635965, + -0.4205201374853148, + 6.3336152747095635, + 2.409069760609958, + 1.8908491832603431, + 0.9878550068627447, + -0.5966153487858953, + -0.4387590596553085, + 1.274257561654461, + 0.7681236882016662, + 1.661065891868387, + 0.09049793148595027, + 0.6917103071009845, + -0.01939637513788203, + -2.906481492625379, + -0.6375425975662399, + 11.084016156656903, + 1.9809524820863578, + 0.7569186723991497, + 0.9627142494585681, + -0.18212007016517504, + 5.406835746993374, + 11.02457591877379, + -2.919463384135388, + 2.0181378062979087, + 6.69058926570619, + 1.4446428858576783, + -1.052126268233711, + -1.0437415392413298, + 0.29117019523404253, + 0.300958528925349, + 0.8742499962625454, + 3.715449314013493, + -1.3864829766325852, + -1.0811312812633291, + 2.1572465632808706, + 8.048220328171766, + -0.41861580491634487, + 0.8858167544361752, + 0.7506698303545447, + 6.631207791115179, + 2.0356070749741004, + 1.7807141000786217, + 4.234791434797589, + 0.1926219636400257, + -0.1781546783526806, + -0.6494494512211098, + -0.9886172468586986, + -0.043219243282150224, + 0.8006920146484269, + -1.0923460097528086, + 0.5729940114914382, + 3.7901623932289588, + -0.62153454363113, + 0.1050380905356322, + 4.5165092852023605, + 1.5955561194840506, + -0.850750601963909, + 0.08793811577040131, + 10.43471229198211, + 4.757625299107755, + -1.0314121856038234, + 2.973650850816689, + 2.6573421176131276, + 0.3896565109164712, + 10.097016276045041, + 0.8958212019463309, + 7.662184783853723, + -0.5479242785415496, + -0.7310657814613886, + 0.8489446174864987, + 0.7199559906399784, + 0.21341926737810324, + -1.472218096263959, + -0.3505312582882383, + 0.8983816411060629, + 1.6052816345510141, + -0.8066580180120807, + 0.3406642892463649, + 0.2696146547823214, + -0.7807698050908227, + 2.010740207234783, + 0.8443614887012233, + 6.8608596837457165, + 0.5717155132891112, + 5.780474936616124, + 1.6668043788963627, + 3.4310540626783816, + 0.4349838655701453, + -1.3414048998790404, + 10.818779547823995, + 2.6630040988126362, + 1.2826716825860913, + 3.3160354670106953, + 8.2022558764878, + 8.45253595536887, + -1.5741633446604975, + 6.388957404536299, + -2.4580637768471, + -1.1287711313400008, + -0.057311796387954576, + 0.4449877295209332, + 10.105811968440152, + 1.7058480498497208, + -0.004563918652165991, + -2.2159843511362, + -0.294359571258805, + -0.1967206557128379, + -1.463632062378949, + -0.08498938866156983, + 0.29111829774365433, + 2.6754077954291575, + 2.6821857852587856, + 9.479869021799692, + 3.1786026970187153, + 0.01763240292061523, + 7.59844341124726, + -0.12424855221982557, + 8.683223389787967, + -2.3440066259118866, + 0.8196045223726739, + -0.5447407241951069, + 0.4980615149566525, + 0.5273212038712881, + 10.08664243143354, + -0.10203229449509482, + 2.8413237188127862, + 3.4481276761348294, + 1.0682468007409218, + 4.025675477620465, + 1.0531599624858419, + 0.6350422606506126, + 1.0682244351905235, + -0.47697775754562355, + -0.9070046474033725, + -1.3100672970688814, + 4.538309524891661, + 2.228529214529661, + -2.0637066481516384, + -1.9208606211019088, + -1.515424707408727, + 6.860682766289335, + 2.46521994071034, + 0.9908728117266199, + -2.6416687709435855, + 4.980582880024815, + 0.05467459148733589, + 1.9236055586999001, + 0.4038887959132641, + 7.183521335983484, + 11.079320430426023, + -1.1356931971436972, + -1.0669803612469593, + 3.3265885847317573, + 2.109883515641994, + 0.7739214115845588, + -0.7658185549048004, + 0.32509814354871674, + 0.08891996857114357, + -2.5752112619010132, + -0.7034917838878084, + 2.830853611172096, + -0.07762167553082905, + -0.5275090335343683, + -0.829351334074816, + 1.0621653253265928, + -3.120482732513055, + -0.4141447035974105, + 8.642366532668834, + 6.072293048464661, + -0.8481548304341896, + -1.0924614873490825, + 1.774427787616173, + -0.7203335365819898, + -0.9785347679830984, + 1.9751305283755307, + 0.5913647664249455, + 4.4017242303147714, + 0.2808908912478075, + 1.9575315617125058, + 1.876042611250615, + 1.929205676860591, + -0.20784739008449454, + 0.13596730511229696, + 1.0146744578606581, + 1.3879103442614684, + -0.18997530038295338, + 5.967109532042211, + 1.8623385836731685, + -0.5606589397572479, + -0.30899755996951345, + 1.9170540368404472, + 0.43789471357584014, + 1.7181348943979167, + 1.3875890573961827, + -0.06531730056109564, + 3.024563976418933, + -2.069155141864608, + 2.098512594953594, + -0.7266380660190713, + -0.8949421129543657, + 1.248889267503105, + 1.1834486986221653, + -1.0247499367307638, + 2.448709680673527, + -0.00343629246427799, + 1.6688057851307176, + -2.090761960605796, + 0.8285964087983757, + -1.2126073257312702, + 0.9475537117555491, + 2.133550555400929, + 0.6118128143503049, + -0.81879231136711, + -0.6255435602784315, + -0.9253317205064358, + -1.162929569145883, + 0.5491218522196102, + -2.0685507143251227, + -1.1294637118374318, + 1.4516580800003716, + 0.4891049694843878, + 2.125518264317549, + 8.800198114100434, + 9.121875068008874, + -1.3570913938044749, + 3.4240966380757416, + 0.5006943958003403, + 8.417554009930793, + 0.48788540791588164, + 0.5636711337356064, + -2.657138901435669, + 1.0874062688536204, + 1.2955129588506542, + -2.3050781956069546, + 9.034943266845763, + 0.49577095459405657, + 1.5892749596292546, + 0.07597790160240865, + 5.082495536141915, + 0.9464220036720836, + 5.432414954452898, + 0.9614761760888063, + -0.823882422119557, + -1.3351194574800482, + 3.6532401697532952, + 9.489275815365707, + -1.2496560113749313, + 0.2300330095059885, + -0.4578879690093832, + -0.13159475587136774, + 0.19018380935563892, + 6.216391566312389, + 5.538449516568908, + -0.03991956881666573, + -1.78092753617218, + -1.804232119660124, + 7.671394644992362, + 1.6826247007852613, + 0.9871987973452327, + 9.463577810673765, + 1.0011485810286116, + -0.009623987585920377, + -3.23889868489029, + 0.8437290373273306, + -0.5493099983462977, + 0.5401055452351059, + 5.476544521773227, + 6.128952699624181, + 0.7950822411647853, + 10.708497608351529, + 2.2520201977818033, + 0.08779580036000335, + -1.2646784690818116, + 1.3280270348046341, + 0.45057376848975605, + -0.8539652666447053, + -1.0725749924005894, + 2.5127282120258365, + 10.492558064880804, + -0.5821354951083121, + 0.04529365692162913, + 3.4191970921190267, + -0.4063930804866444, + 10.606012117452421, + -0.431727803443662, + 8.854763969344376, + -0.931760702349719, + 1.2966004381701033, + 0.04242321576199666, + 7.428885879403283, + -1.322467852460112, + -0.3118288655101702, + -2.0929881338381953, + 5.195073622625706, + 0.40462744643392523, + -0.44435570454843387, + -0.562848705031041, + 0.30941947465548275, + -0.33645364338362965, + -2.0564296401058466, + 0.4220754814914589, + -0.09350684716773207, + 5.659588178421293, + 4.8214625649669545, + 0.6346021428649524, + 1.086889815485367, + 1.6200958274367898, + -0.24510865269894816, + -0.859848167450218, + 0.984299662511159, + 1.542339851334081, + 0.9847572782685144, + 11.425240272247715, + -2.544021266986723, + 0.14535795161806236, + 0.7700962699968938, + 1.4221457762654701, + 0.0882870750254862, + 1.3014077488017561, + -0.8682977724030542, + 9.811329101169866, + -1.447686990578397, + 2.580499900650252, + -1.1589625600027729, + 10.741658341932194, + 0.053152697165210046, + -1.6709899001777035, + -2.1517487384750216, + 5.864214519898638, + 1.5595588040245516, + 11.553316965700297 + ] + } + ], + "layout": { + "font": { + "size": 18 + }, + "legend": { + "title": { + "text": "Data" + }, + "tracegroupgap": 0 + }, + "margin": { + "t": 60 + }, + "plot_bgcolor": "#F5F5F8", + "scene": { + "domain": { + "x": [ + 0, + 1 + ], + "y": [ + 0, + 1 + ] + }, + "xaxis": { + "title": { + "text": "x" + } + }, + "yaxis": { + "title": { + "text": "y" + } + }, + "zaxis": { + "title": { + "text": "z" + } + } + }, + "showlegend": false, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "heatmapgl": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmapgl" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "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, + "#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, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 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, + "#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 + } + } + }, + "title": { + "text": "R-Vine" + } + } + }, + "text/html": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "scatter_3d(regular_samples, title='R-Vine')" ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "hovertemplate": "Data=Real
x=%{x}
y=%{y}
z=%{z}", + "legendgroup": "Real", + "marker": { + "color": "#000036", + "size": 5, + "symbol": "circle" + }, + "mode": "markers", + "name": "Real", + "scene": "scene", + "showlegend": true, + "type": "scatter3d", + "x": [ + 0.21192358295718422, + 0.8098607326346754, + 0.06309921772886404, + 1.0176543041844457, + 0.8685903289027832, + -0.035668034639321444, + 0.25746910403281814, + 0.1389488165847741, + 0.10168864075536994, + 1.1319657921640616, + 0.49621230245081166, + 0.1607777668792943, + 0.06560023061295553, + -0.06244677541326597, + 0.07304686546846544, + 0.29990173438617673, + 0.870734395979773, + 0.8239407874949819, + 0.195475983735585, + 0.49539694099840725, + 0.8771987706487471, + 1.0159046918080656, + 0.8708113219640925, + 0.8537859853015584, + -0.060587425505019527, + 0.2856034952016487, + -0.0472209223532354, + -0.10829598085580319, + 1.1381636842717258, + 0.7055161074001028, + -0.01743358781807202, + 0.9639759459449014, + 0.9523295021455165, + 0.6186328416158072, + 0.25517833955805, + 0.8726181443392843, + 1.0006894806934674, + 0.19509896558655443, + 0.0026788008736377718, + -0.11919847894813806, + 1.10611121541316, + 0.8446836888145789, + -0.012876090036662704, + 1.0420686179870284, + 0.060645415348364554, + 1.106580184293308, + 0.9528360417207771, + 0.25818516759380006, + 0.9080796933052019, + 0.745133037212805, + 1.0289476590950222, + 1.0721315101961428, + 0.8994065528181001, + 0.9322388786973438, + 0.8347834714369302, + 0.061119833884578256, + 0.0077318404242411425, + 0.955679555369125, + 1.1982619547610438, + 1.0596435147784604, + 0.029308049042478013, + 0.09529824071917498, + 0.4376582538525386, + -0.18293722455521738, + 1.0315247484620977, + 0.03697740662991765, + 0.02636578243953736, + 0.10529039879238762, + 0.008291439961590806, + 0.12997189552673763, + 0.8944381429427333, + 0.10551767846323207, + 1.0197162786042653, + 1.0570879133224318, + 0.9587632304052617, + 0.6077563400792934, + 0.29961533352510716, + 0.17900487398419357, + -0.05865695084105825, + 0.027295451124770685, + 0.017281033458039764, + -0.06656904150673618, + -0.060906579722545255, + 0.805584882759686, + 0.08362926495293413, + 1.1332031442879456, + 0.13239437309220672, + 0.7674156080813888, + 0.9017358009790091, + 0.11359327251228755, + -0.010151822753411695, + -0.08457105656482947, + 1.2340566592240367, + 0.20351972930621323, + 1.0728673080002262, + 0.6065225488908135, + 1.1132226543180346, + -0.09766778370359484, + -0.07511509663648214, + 0.272417346026413, + 0.44041484685299964, + 1.159438335524782, + 0.9341067861342436, + -0.040675646846720294, + 1.0281018180180161, + 0.12328853945515848, + 1.1032266425973556, + 1.141993814299684, + 1.0044469922692307, + -0.18755837778447354, + 0.02425366979445202, + 0.12153989273566938, + 0.8743495367273606, + 0.827825325712201, + 0.9843190244235401, + 0.026928951457803663, + 0.12890842816603923, + 0.6409618854855763, + 0.76141995747076, + 0.03530663210825333, + 1.218055616342861, + 0.03421789106572, + 0.09295517407113453, + 0.8435529971663726, + 1.0812906053974853, + -0.08803857742875434, + 0.8678418433816155, + 0.948143806541861, + -0.23730309228445395, + 0.3539433032988848, + 0.07367614066116064, + 0.9562863322168572, + 0.22813491758613966, + 0.8770535797299274, + 0.993312207318754, + -0.05071697310680664, + 0.9619808788447519, + 0.8811468224362606, + 0.09338663495300445, + 1.0496697546259126, + 1.055432252766803, + 1.0106197217112416, + 0.5070081569180986, + 0.10453879686073382, + 0.2103593061879294, + 0.01503067636931128, + 0.9608352587390566, + -0.020348890069705333, + -0.09116038779698533, + 0.4459089197696918, + 0.07878453849565645, + 0.9301959074135605, + 0.30204617415695495, + 1.127515812744948, + 0.14569461626851976, + -0.022445847299848085, + 0.03846374746657841, + 0.9381414902755869, + 0.8432455349328957, + 0.7904922779247054, + 0.2747544162208312, + 0.9251812911216566, + 0.7268350308709842, + 1.0458395773142366, + 0.024431337817589265, + 1.0789133777163489, + 0.0037861857726022284, + 0.9503243601908881, + 0.06211986198434387, + -0.05805685824589509, + 0.1384350622508636, + -0.002939453022925762, + 1.045023338891422, + 1.0682873997765574, + 1.2013403814822088, + -0.0373406876864601, + 0.31203273366334183, + 0.5590969918732683, + 1.1026445171943362, + -0.020642184629931472, + 0.02667919831840628, + 0.7769847065438109, + 0.8438303678484885, + 0.32124288308263677, + 0.06695436817586842, + -0.1098705891915725, + 1.0886158252411673, + 1.0755749218519797, + 0.9977535324799305, + 1.0760876940278223, + 1.1125423323833605, + 0.9877666835286086, + 1.0140338931101136, + 0.8575752751860205, + 0.8588822047637465, + -0.11547526972274665, + 0.026375286631634586, + 0.9524897427019147, + 1.0707152995972546, + 0.9167818145418113, + 1.2303511353808692, + -0.18485043477612226, + 0.15874513887457187, + 0.9795287579473624, + -0.10025052500148199, + -0.14085350088826526, + 0.2064520991874424, + 0.832578543235591, + 0.23032097264121837, + 0.9382941970409383, + -0.06097611303559709, + 0.8387693516192323, + 0.963586575336422, + -0.14880573827697155, + 1.073201057240261, + 1.0756712932320407, + 0.6716802774671204, + 0.9791935667876712, + 0.7648914543705576, + 0.7308506086164309, + 0.31669832640152207, + -0.004503710132853275, + 0.01355397292388795, + 0.035010771202515126, + 0.4731818440201922, + 0.10225754295674425, + 0.9147597756506867, + 0.9648044876411176, + 0.5168721904914678, + 0.4384226853523815, + 0.06767329353438868, + 0.31241727241849765, + 0.013392224597288588, + 0.04011676274823099, + 0.04575712368413968, + 0.5586060696490442, + -0.12563307469462567, + -0.022086605991248908, + 0.3204636820890408, + 1.1205812843300007, + 1.0085670455255649, + -0.19370704158637422, + 0.07419093128396272, + -0.05136727464338965, + 0.6516833119449766, + 0.05622947487875468, + 0.2229190633915266, + 0.20748850845678227, + 1.116597264147564, + 0.050991481650164996, + 0.3408190708307468, + -0.14909059931044405, + -0.04925257260661042, + -0.045977907012197, + 1.0233756115359685, + 1.2125466287748694, + 0.9478737641989406, + 0.9765959013733444, + 1.0336575716630612, + 0.289699488673863, + 0.036052275284040376, + -0.018788490462161522, + 0.07233937018381077, + -0.20564914857702443, + 1.1388052112520068, + -0.1508375243978403, + 0.9234383612074516, + 0.8884867356773269, + -0.17449144417254772, + 0.883841381890719, + 0.9101486634819673, + 1.1196304575537503, + 0.5849322973503112, + 0.02112949840762308, + 0.06388738018178917, + 0.9515737543075585, + 0.9931301195225929, + 0.9054674902655864, + -0.026688416243997575, + 0.8157507993634502, + 1.0429256335925772, + 0.24241227258959344, + 0.05546098710056725, + 0.8435669025861722, + -0.010123165198184347, + -0.15996199312491516, + -0.052315126837003526, + -0.04948933336348723, + 0.9652854871455429, + 0.33261501293425016, + 0.1420316076463631, + 1.0300475255037786, + 0.07797614415945277, + -0.06651701985592282, + 1.1038361037891014, + 0.023855098343381162, + -0.0308658034842711, + 0.6961446019553652, + -0.11022766058378218, + 0.24948353424844266, + 0.652434727522859, + 0.020049440473997707, + 0.2400087116054548, + -0.11362784372881427, + 0.8100261227110674, + -0.11171482128317758, + 0.9658271047913967, + -0.044680787733087084, + 0.9901199450956781, + 0.04413027893892464, + 0.9192591328192219, + 1.0034574484090597, + 1.1135783589440824, + 0.006893964529506041, + 0.9963217839343324, + -0.038677334214307926, + 0.21027917033445162, + -0.03988263279133466, + 1.010206799711122, + 0.7800278178127763, + -0.13910312506530942, + 0.22266155559163467, + 1.0097681686024849, + 0.7619498821444559, + 1.0009840258123628, + 0.09476540879686388, + 1.1304784189925996, + 1.0323758770235978, + 0.43709455375848094, + 1.1936833009152044, + -0.09702111512891716, + 0.036133755096533104, + 0.033043844534204656, + 0.8033659500646936, + 0.16867302755313834, + 0.03707893094643369, + 0.08914156406656365, + 0.009343578388332281, + 0.04031727329987448, + 0.570173749238168, + 0.18143795367781482, + 0.9793152529262658, + -0.16771345862400636, + 0.5693388275804196, + -0.07682647299490507, + 0.9450047054613282, + 0.46450610351552574, + -0.11718834738171316, + 1.1644767618769187, + -0.03880595106255494, + 0.9919813031200867, + -0.05895154596727878, + 0.0630271325964022, + 0.6522580241890235, + 0.05279267647510441, + -0.1362205851043923, + -0.09011901024583226, + 0.09005252933744139, + 0.7950587271437533, + 1.038323087783194, + 0.9488589476338017, + 0.9433948976135856, + 0.11918504782619775, + 0.0712546480959261, + 0.9226381409082638, + 0.10672993251343096, + 0.10851562908221425, + 1.061714971692922, + 0.46968753869326296, + -0.10572598725362961, + 0.309659407382715, + 0.8866983381875484, + 0.06114391109018356, + -0.1317345776083091, + 0.911566758140868, + -0.022519750440843405, + -0.0679823340262428, + 0.9309750500853391, + -0.10698362389402503, + -0.057096477153342685, + 0.8281596541135245, + 0.054050448266462596, + 1.0576519498999144, + -0.0598832045690862, + 0.02577587132236586, + 0.6460818150677778, + -0.14881852537670523, + -0.09314610632370815, + -0.09150355948911239, + 0.06948342127704833, + -0.0015542408702794413, + 0.042632584236017096, + 1.033056967901175, + 0.7928294420577836, + 1.089065079958595, + 0.9508812336035077, + 0.9668727673680417, + -0.10174346797618736, + 0.9767540328235278, + 0.04303467132764063, + 1.0570108380449834, + 0.008694800974727938, + 0.01890797978358602, + 0.45979592945191844, + 1.0929370790531128, + 0.4552116604427292, + 0.48057173970739964, + 0.9094659570006949, + 0.014769130548729796, + 0.947017567322678, + 0.03255967652789797, + 1.0687743502745235, + 0.06377514195611791, + 0.910766268702777, + -0.12399147198712104, + 1.0211694743467992, + 0.14734705745166105, + 0.7224112861164231, + 1.0092610664134851, + 0.9657695188399612, + -0.017126680409632278, + 0.9896434248164785, + 1.0744766008738909, + 0.3322320334255169, + -0.11989220268046553, + 1.0741410732116325, + 1.001755082536379, + -0.07838355880602421, + 0.883350811106773, + -0.07827127490903374, + 0.8995159972265542, + -0.0973426916451551, + 0.5248134407449129, + -0.009262302116806443, + -0.20188559958309593, + 0.8688395914561923, + 0.11817277880804189, + 1.024779887574063, + -0.03141824699670501, + 0.4785639766177012, + 0.0624334990116976, + -0.04824645678450197, + 1.0282770560411532, + 0.3941918835446676, + 0.9737934108639721, + 0.807356547970954, + 0.8980352274614365, + 0.8448681074276817, + 0.10539669752859211, + 0.26706533073652816, + 0.09158960808416955, + -0.056608722229069514, + -0.032855963301426545, + 0.22920693435288045, + 1.0016906056493875, + 0.9337840412980226, + 0.9691770169689625, + 1.0372786554664242, + 0.23445762689004165, + 0.1973040221882899, + 0.005534600220127283, + 0.7918621807920055, + 0.8395219724151238, + 0.9608457971613409, + 0.1175322581216965, + 0.3145048860709594, + 0.12072665575866787, + 1.069309123966251, + 0.9401190942342132, + 0.0941827600499276, + 0.0411499058161292, + -0.2416457156569724, + 0.06513138522393791, + 0.019447570939204052, + 0.9711171839280243, + 1.0900145484749164, + 0.931793851950198, + 0.9083605883646311, + 0.9754206354092223, + -0.0329056222989417, + 0.12191753573221092, + 0.9389186821981935, + -0.17349195241255147, + 1.016920194101503, + -0.01365308165370631, + -0.15632908953981653, + 1.0889625808480943, + 0.25276876440997614, + 1.116341062251962, + -0.19463044787969955, + 1.0095257863232212, + 0.9905177119398766, + 0.3559076465505931, + 1.1083888248308613, + -0.06930741203196632, + 0.9012980732372133, + 1.1164284729235032, + 0.7995308101747615, + 0.8757252787501657, + 0.9172300320632729, + -0.1598852013551988, + 1.1062205224676958, + -0.13417886954702427, + -0.04610670429162085, + 0.16920104931165292, + 1.1737159014272505, + 0.8549782681443645, + 0.17514853238817746, + 0.783509496005665, + 0.8544672988347761, + -0.2400771507696591, + 0.10466684459615994, + 0.8599136231841039, + 0.011210745011092, + -0.07430558834175707, + 0.817708506756499, + 0.15133044885793792, + 0.06552753751183577, + 0.6810424699827876, + 0.9380459849897772, + 0.9901396385258452, + 1.218055616342861, + 0.8810410881657792, + 1.0950114860849736, + -0.0202481111569178, + 0.9320047910308011, + 0.06711436399864455, + 0.6804107336338446, + 0.2068264095893067, + -0.015117610867032434, + 0.9025245125567372, + -0.03484132566152912, + 0.918441345329492, + 0.8937232560603088, + -0.19429448615951508, + 0.857975332575928, + 0.0860376452241384, + -0.05527953947295678, + 0.9853894849879352, + 1.0487282782556158, + 0.009608419437660125, + 1.1170483643238822, + 0.9248647881124654, + 0.03595319490199952, + 0.663345151344785, + 0.6842098755257587, + 0.11525622838137492, + 1.1047835602573808, + 0.29582871227860374, + 1.0811924407830942, + -0.03714359516360405, + -0.043540008731693954, + 0.9044054540929463, + 0.12681431008306435, + 0.9890573153213053, + -0.076478489101569, + 0.9855170738501179, + 0.9866339862292406, + 1.0225918691070217, + 0.42449548804320975, + 0.8393269782846022, + -0.012374845304207882, + -0.12163159231926009, + 0.8621576657378575, + 0.8620148960002185, + 0.032895085804095905, + 0.6829379059391553, + -0.10537929286278057, + -0.15164071116684236, + 0.05074980891528875, + -0.22861301198898257, + -0.09943269483091122, + 0.8985491772168583, + 0.15991767024417783, + 0.9749170330540946, + 0.1322132406905779, + 0.9303090913173467, + 0.0882517924380276, + 0.13307741568874967, + 0.8531263180833148, + 0.7762300205816726, + 0.9609572030565273, + 1.0718642881525116, + 1.0658423518893922, + 0.8786097337029507, + 1.0764075289268136, + 0.25986135583584874, + 0.053004901648528564, + 0.8992161317508394, + 1.0824931522631513, + 0.05570612129195107, + 0.9020588335752356, + 0.06363862641863403, + -0.07291344126512278, + 0.9486242994677246, + 0.9504019742328977, + 0.9720003699491853, + 1.1381758925468726, + 1.118170143669981, + 0.10588637681882376, + -0.05688740319234608, + 0.8977561565718428, + 1.0017441337441912, + 1.1109572107160346, + 0.968458391682066, + 1.0232319181653107, + 0.13351771004457783, + 0.21549867944678686, + -0.05158421361014854, + -0.08326441165071813, + -0.07793814136947648, + 1.1119664732187777, + 1.1301466131067126, + -0.03129172100152577, + 0.16912389160220576, + -0.00037713812359863074, + 0.0006507863318832096, + 0.4926678926697282, + 0.9188067337289695, + 0.8115066699827672, + 0.9955443253329528, + 0.06601376576503482, + 1.0726982170242874, + -0.011123416822957229, + 0.09235926138908998, + 0.7298010250523552, + 0.22683302432106575, + 0.049625137988257996, + 0.7961045590636933, + 0.16823174404031346, + -0.030610705645874647, + 0.017033263772631303, + 0.008427892786463663, + 0.9821396894625343, + 1.1674431540044732, + 0.08513034771322064, + 0.9905817500053525, + 0.12480194693073482, + 0.7835619713967765, + 0.01870320700863053, + 0.8028220480106524, + 0.7779121429773419, + 0.7678365930030489, + 0.8245260218264218, + 0.9078297941789579, + 0.19279440749373286, + -0.0071729883086352085, + -0.053691553835305175, + 0.7622823946054695, + 0.9458351528060882, + 0.056471277267712616, + -0.12382502897716606, + 0.22083793233105614, + 1.1172568737102841, + 0.820552396300005, + 0.06439834142327894, + 0.28494781387532947, + 0.02691666805233976, + 0.8358765274444625, + -0.1550253703306614, + 0.05187200375998008, + 0.7832058917003398, + 1.0122461987878562, + 0.41131520116858356, + 0.975619596165983, + -0.08137032796753367, + 0.017093409253008486, + 0.031357861321625984, + 0.8749360885052485, + -0.1776238276500673, + 0.07767402968078306, + -0.03031526072443865, + 0.39017384173976677, + 1.054629483013591, + 0.08861696862114415, + -0.0628100143871874, + 0.31876138064524134, + 0.02922343007226824, + 0.9648231044900989, + 0.6804641301305315, + -0.18225766780158295, + -0.18872043639050742, + 0.34131026339011766, + -0.011950537433642432, + 0.9407105045502911, + 1.19189564644615, + 1.2057487313234478, + 0.04313071424052927, + 0.9014680640583832, + 0.896625575346577, + 0.14278636587762317, + 0.9175824931365517, + 0.04123275362564808, + -0.15365886876593626, + 0.8966814937547113, + 0.10203569335116679, + 0.18088802212836064, + 0.9834665271334952, + 1.136313412121491, + -0.004730748138141927, + -0.02029087955637721, + 0.5107392874640748, + 0.9727353932339802, + 0.11347878816863931, + 0.29617002273916315, + 0.9635867837567333, + -0.11802048977067411, + -0.1188746200816871, + 0.09048139523602759, + -0.00880291883597561, + -0.04646791656561698, + 0.1640203435362681, + 0.9070307547572125, + 0.5823703959549907, + 1.0760010206257917, + 0.1969027987682698, + 0.9534213111693013, + 0.4940155166408715, + 0.28988074812992476, + 0.0601063565768452, + -0.03783341034787789, + 0.8217752648748579, + 0.8327512842843612, + 0.08777717532054256, + 0.5943654283816943, + 0.9303735538361216, + 0.17995846952523434, + 1.0045517354888631, + -0.05038447994225773, + 1.068958116005725, + 0.09321552378875163, + 0.024150750517973125, + 0.05009379234636162, + 0.9976362859814389, + 1.0121232358265446, + 0.37302180518029854, + 0.0249926852109004, + -0.012350410778182495, + 0.7812047964833324, + 1.000243586925173, + -0.013334783928999817, + 1.0201117126398525, + 0.13401471040048088, + 0.7977005774876941, + 0.8489577248274719, + -0.030880293402563708, + 0.8597890256232996, + -0.24532785272607396, + 1.0900314931082713, + -0.08544933670878457, + -0.063143345715876, + -0.041058715260077275, + 1.0575085040277785, + 0.7946734660066561, + -0.09565603702595912, + -0.16036908485223209, + 0.8902104652306512, + -0.06538228705843403, + 0.013151303517042098, + -0.028795975297887605, + 0.8431101080542963, + 0.164611334308737, + -0.18973225578989214, + 1.1508819917271993, + 0.7650524030796337, + 0.14278744311723982, + 0.04626827440440558, + 0.05004131476672393, + 0.0453840047293398, + -0.03498014736888412, + 0.09787298521435765, + 0.9386808930509932, + 0.022950371873562216, + 1.0649372772818722, + 0.017014673551081085, + 1.187016175401126, + 0.7947725483550506, + 0.25189904014933123, + 0.06333824878515132, + 1.1847151476724855, + 0.10370027979310867, + 0.8414657112497694, + -0.11308180126976701, + 0.10714694972535184, + 0.9047456854750522, + 0.9208496233645976, + -0.09492367372113962, + -0.14497819559007807, + 0.20600435209690068, + 0.9545422665834028, + -0.01233375554302184, + 0.9241666117823569, + 0.9790059510415237, + 0.05078005259187934, + -0.1111118442883738, + 0.30674064542508583, + -0.06533513662088762, + 0.7937453033956079, + 0.89340350107305, + 0.15009791152457677, + -0.05944700217183809, + 0.7216522569577171, + 0.9271543379949498, + 1.1478003848388925, + 0.2153342974900415, + 1.0452609202016971, + 0.8032389703245063, + 0.06575394844158762, + 1.0658701491370886, + 0.8173727812069167, + 1.0240900826419048, + 1.1711077555102247, + -0.04299323894909643, + 0.9463667077791154, + 0.09582220711799173, + 1.068465695618425, + -0.07173532164956559, + 1.0012889926785153, + 1.1078463173075395, + 0.9899575214875669, + 0.1557172223113301, + 1.0132973268069907, + 0.05091234410360161, + 1.251173338984575, + 1.052881366680133, + 1.0096782779432643, + 1.0394052322230234, + 0.6757550908324694, + -0.12104674786093046, + 0.1049636244095158, + 0.9054902482261751, + 0.9281081503479268, + 1.0225460913774183, + -0.022759978834284048, + -0.005147510088675026, + 0.6527691096585712, + 0.17228831151245105, + 0.9651030710378043, + 0.8568006941744553, + 0.7401956440480797, + 0.21866715412159, + 0.0439045488318084, + 0.06279387154199446, + 1.1278371512656924, + 0.12293429164343771, + 0.8774300901922797, + 0.099061943194446, + 1.025587310125106, + 1.034237741463972, + 1.1655900968317652, + 0.37918038411291394, + 0.9572651637244638, + 0.1396931357698691, + 1.0044851702378257, + 0.21791228167200588, + 0.6572510125464837, + 0.1809469877544114, + 0.03267095285620359, + 1.1484234460667448, + 0.9652483439600984, + 0.04629761853559462, + -0.06352460896377961, + 0.04437933834502172, + -0.04447939922559709, + 0.7465442225808965, + 0.959541597541086, + 0.9070893490428265, + -0.060928707057337286, + 0.5501849444588096, + 0.9714985704095387, + 1.0331001533229278, + 0.062087547125460905, + 0.9358792363958836, + 0.045529815121330225, + 1.1201011511259593, + 0.24072402180770308, + -0.002019153995808532, + 0.5663367046574844, + 0.05941240072166209, + 1.0227470732813966, + 0.9944052979849823, + 0.1128618447501337, + 0.04114848472723481, + 0.0007835631125008787, + -0.02554763221825515, + 0.3204738450738602, + 0.015400481045463236, + -0.078742410100444, + 0.8259445537805518, + 0.8334271684557992, + -0.0014868657451027312, + 0.9783557577353799, + -0.1199244159987644, + -0.012942094929316163, + 0.05126348426060892, + -0.1635588174103067, + 0.07420865630317679, + 0.9297865723692011, + 0.8601616508152485, + 1.1646200238926392, + 0.8610468847112022, + 0.9511510546015151, + 0.24727466663027345, + -0.008494370305371455, + -0.0539923817461478, + 0.9878356676955823, + 0.031277779228994974, + -0.07310288051611825, + 0.10380632686186099, + -0.03754343820000187, + 0.17553392295012343, + -0.009282645842476268, + 0.15728460503821845, + 1.1453107572896872, + 0.6026239650817363, + 0.12401409682428756, + -0.10691628491021779, + 0.8457018051320865, + 0.9612739807701856, + 0.9018585147227696, + 1.218055616342861, + 0.044747622588501006, + 1.054397186805641, + 0.03685103406068447, + -0.169151562228954, + 0.8640699529782925, + 0.9587462209049956, + 1.0377269930127866, + -0.1099867940067102, + 0.01142346889869122, + 0.18179531253551254, + 0.9434262739324895, + -0.04240085759606518, + 0.27657022095083766, + 0.04812456970810004, + -0.007320706921835296, + 0.6650353413839397, + 0.03780547259013179, + 0.020583389638195313, + 0.9994037414083874, + 0.8593098862356425, + 0.43439974450214947, + 0.7823771376004691, + 0.18300564693578728, + 0.8958443562014551, + 0.7160933092401169, + -0.07897853907605648, + 0.8462054267928084, + -0.03335591062036668, + 1.1024874557826079, + 0.3301528546571478, + 0.021075944131808317, + 0.31276898070394665, + 0.09568277465036112, + 0.7618693682249985, + 0.14701493065443416, + 0.10739362084373222, + 0.8196140718344508, + -0.10427778662405603, + 0.9412899657608494, + -0.0725619695557222, + 0.04155716997200684, + 0.9583595446427579, + -0.1111271886222503, + -0.03835847023437843, + 0.9807814953006099, + 0.625473079543441, + 0.0894629136717819, + 0.07687891620472895, + 1.0457217410220465, + -0.18165090683797727, + 0.023966791935468575, + 0.9411467416853879, + 0.0915455066102512, + 1.1103646240677, + 0.9963693689167938, + -0.09515792116349353, + 0.8939611340641478, + 1.1109229280070996, + 1.161384863592232, + 0.02001895098242385, + -0.10422710396113649, + 0.9853372279610895, + 0.5521760022568669, + 0.06927901839020073, + 1.043374464768501, + 0.9953759005427415, + 0.8422705824053046, + 0.8061896900118442, + 0.6695395736138424, + 0.8940562223003055, + 0.047202997080687696, + 0.998893311666514, + -0.1630914277663944, + 0.11235635865394272, + 0.029485330608249708, + 0.05729034934522927, + -0.004508626349639385, + 1.1559612789102105, + 0.5252148810567608 + ], + "y": [ + 0.10987366428797721, + 0.12868980605613328, + 0.0192992372623261, + 0.09334683477183678, + -0.0983620112809472, + 0.17471781909307327, + -0.06121891650634713, + 0.059814920446819415, + -0.020067352321710905, + 0.0016550714833725208, + 0.2356763683784927, + -0.08695975071492272, + 0.22860481983723516, + 0.1325847621580431, + -0.07087656882659198, + 0.6329885228545556, + 0.03881785197042136, + 0.16540379268495284, + -0.007722947508946756, + 0.07764926546306239, + -0.020899898997747513, + -0.03263030770284606, + 0.9521544601652888, + 0.12800374079380025, + 0.08851337678168601, + -0.01969784741182914, + 0.0766393518203915, + 0.14916361316554996, + 0.09660176613711524, + 0.005440862290154722, + -0.03384888207699149, + 0.08390057499821608, + 0.2711593276919909, + -0.09663703231470913, + 0.04485119905976237, + -0.026027097620272804, + 0.4558795146393045, + 0.009269103129293294, + 0.33565672400273233, + 1.143879801790815, + 0.5574242965631675, + -0.2893297863709068, + 0.8237965872588868, + -0.050511072923589195, + 0.5983978221355007, + -0.025076738149087344, + 0.9220246402290113, + -0.030404836312599486, + 0.08957013574172738, + -0.09606926864185314, + 0.26025641671794375, + 0.24916297333764384, + -0.007412730475213314, + 0.05814953725870466, + 0.07185615562001256, + -0.06702099389886143, + -0.07693881439151623, + 0.09404500421469587, + -0.06437514322622882, + 0.9475123715082847, + 0.8364009135692461, + -0.16394108709664082, + 0.12843576140177818, + -0.00734971279504952, + 0.002232507684428393, + 0.14130197833151562, + -0.06910381192578878, + 0.01730632362119839, + -0.0438442698245298, + 0.43290424961613844, + 0.08984417196899334, + 0.15823767056530724, + 0.31520507282565124, + 0.06970158429736213, + 0.5606384315812956, + -0.014918504435908994, + 0.16206278191006385, + 0.09852559699381482, + 0.9854105115103806, + 0.01375968625206324, + 0.7047411678239055, + 0.8984571288164782, + -0.10280577806945701, + 0.7900237747384861, + 0.041350061900486956, + 0.32967483504132705, + -0.022583068261076308, + -0.14762354612930323, + 0.3016067527029947, + -0.05723900272496006, + -0.00784827949254604, + -0.08172033845313277, + -0.10127726483664726, + 0.0306278003109764, + 0.07734323737149491, + 0.10498759491925859, + 0.7210457876722901, + 0.23034728079952993, + 0.04601865846086456, + -0.017937157300206636, + 0.12220176968562717, + -0.03951758464679926, + 0.05666301861560884, + 0.06244272703083362, + 0.5624063218198724, + -0.051363956726934744, + -0.08145925366723036, + -0.020742364579942232, + 0.019293276257502146, + -0.03284340335681118, + -0.09706118253903445, + 0.05184671615068561, + -0.0363599789082315, + 0.44546094601332675, + 0.22180320981174434, + 0.1611121703631452, + -0.06321647610423044, + 0.15777553408949568, + 0.0675476727469202, + 0.14128178698519944, + 0.3437940435944315, + 0.7368902812852715, + -0.009576740959134, + -0.015664097679591038, + -0.10626564421741089, + -0.03403093680609359, + 0.06381660666117366, + 0.09104456356360768, + 0.0032769041523022196, + 0.3699134734828457, + 0.02561543587218986, + -0.02656392328780804, + 0.6709166584700483, + 0.08475212852194318, + -0.006712460964242527, + 0.26889634638144283, + 1.042281841480977, + 0.04667002269877153, + -0.08926670804844951, + 0.7785094527803763, + 0.3787194883003198, + 0.924591872263381, + 0.673153299644562, + 0.1468537969775034, + 0.009739293246322979, + -0.0379318639517117, + 0.004740070573495758, + -0.073560144836218, + 0.012409122109175628, + 0.07419836342874844, + 0.019556788196030787, + 0.820578778477723, + 0.5695874615682152, + 0.9376384977773196, + -0.0221870733194579, + 0.030686473591700455, + 0.15053181125044543, + 0.6207384915052276, + 0.5535412898814657, + 0.341180514198052, + 0.09313564794184434, + 0.03426420288027898, + -0.07797349786010833, + 0.08735005299757691, + 0.014038201496893433, + 0.34976266983180937, + 0.09098551216814943, + 0.23034271927568042, + 0.4821237843297897, + 0.10454233836995794, + 0.08082462842486979, + 0.9429274435965496, + -0.02338225132803609, + -0.06925522876376396, + -0.016003548421525654, + 0.31092086340638175, + 0.4770989594876467, + 0.04585989311301647, + 0.0691464067537248, + 0.09411671301504351, + 0.020492101113795524, + -0.10480911469216445, + -0.01412628854982973, + 0.2195999088017689, + 0.04598826487426453, + 0.8220888759130578, + 0.08317279192357097, + -0.04607106520994992, + 0.13838508754453802, + 0.059776029265016094, + 0.11552425708991695, + 0.3660912648140609, + 0.08153392770613827, + 0.17905681332878845, + 0.06840955740766273, + -4.1906326115258436e-05, + -0.036768967726125916, + 0.33361223757523245, + -0.030327004423357628, + 0.0004135248843250436, + -0.10407686914827328, + -0.10913309107015362, + 0.8349768819281687, + 0.19973768904150188, + -0.07953875491947832, + -0.19818759953563417, + -0.006482066068013496, + 0.5499177704679759, + -0.07690521888511631, + 0.04249368197018422, + -0.008998470428294698, + 0.824544893067666, + 0.11587431887869806, + 0.3909667478321291, + 1.0249502055991195, + -0.04373337877314402, + 0.13924067496670547, + 1.0362147743898131, + 0.10214654914789016, + 0.029347038930240734, + 0.001733539148290125, + -0.04596011950878125, + 0.9414999594763461, + 0.11641636662288625, + 0.7232890772566223, + 0.33852600205862987, + 0.8742902116996163, + 0.9800702589009109, + 0.06806619369096163, + 0.8691392491578229, + 0.8901131998824503, + -0.009873324440603537, + -0.020284244146329688, + 0.8212703260556831, + -0.06512317322140676, + 0.0648825408725111, + 0.04057387005986741, + 0.07399308451398613, + 0.13517859847380434, + 0.09390491926850905, + 0.029568476072307483, + 0.09299043910703833, + 0.03373530149318696, + 0.8727619241300323, + 0.042215196235804144, + 0.031262157945463616, + 0.04760812520586264, + 0.0364432860322229, + 0.9903233350662504, + -0.08638695595934541, + 0.006065476870882485, + -0.17076896110404133, + 0.052621754787797334, + -0.08383180848742515, + -0.09520558893623202, + 0.06744193965908159, + 0.01493156378530144, + 0.12422222173279153, + 0.0002186806168883832, + 0.027228034176137644, + 0.004486917271573545, + -0.024341901784120747, + -0.014489975476240745, + 0.21545617509352036, + -0.05671426103832718, + 0.01304779377751915, + 0.09341282567626154, + 0.024339420011764767, + 0.9876233218699486, + 0.4947308232045756, + 0.015796372418037708, + 0.11044109764412173, + -0.015775479774314326, + -0.05385200542754373, + -0.009269083381293479, + 0.5946366914439889, + 0.9685790027288338, + -0.0584087111192103, + 0.06868014300267018, + 0.0347824352996424, + 0.10876050519046353, + 0.3777446236981977, + -0.15217000106196554, + 0.04788215753938852, + -0.07442243192483652, + 0.0059169693656081985, + -0.07244405401230439, + -0.04613713352199093, + -0.09001644661487748, + -0.07357208099680256, + 0.07196940514929243, + -0.01617770614950644, + 0.008458645402676214, + -0.13386535638867633, + -0.14290624563668322, + 0.03670307360281391, + 0.06661371875255222, + 0.500231975550869, + -0.02113970789095831, + -0.025139209486812204, + -0.028155818438988185, + 0.05518679588073422, + -0.056033483695619155, + 0.8036440844184303, + -0.0331491168879108, + 0.7294691850214627, + 0.016869192379074534, + -0.08955518799592506, + 0.011490941831673098, + -0.016060872463493435, + 0.859827047072208, + -0.04052663806906936, + 0.31686543589260396, + 0.22384493582411386, + 0.03705546383619438, + 0.03304433391006968, + 0.8467398675197341, + 0.05254507832621315, + -0.05690671591077812, + -0.0075322452258827785, + 0.028080267134532357, + 0.48378970263906124, + 0.11071378937638879, + 0.21321522034190715, + -0.06642071440660631, + 0.04988771129519353, + -0.004665371126084673, + 0.6706926981607646, + -0.014997835198971115, + 0.13433349271500059, + 0.7728847375689507, + 0.03807775823389325, + 0.41082251234696626, + 0.008610856993708072, + 0.040342685799574875, + 0.5300507267167854, + 0.847348782900513, + 0.16166354645271325, + 0.12993055901927045, + 0.005894065193158255, + 1.042281841480977, + 1.0409933295588585, + 0.01825703161188795, + 0.7648840880733071, + 0.16852841877691396, + 0.07015400934218691, + 0.014005208005743765, + -0.0990340669129225, + 0.11004730788530494, + -0.05361369927800023, + 0.1007808674303981, + 0.19088841669421108, + 0.01499947654360968, + 0.16446000899034516, + 0.026939273481055754, + -0.15543210894706694, + -0.06193452116650821, + -0.09398279730592549, + 0.9520443856226773, + 0.20650299725031768, + 0.7500098144254679, + 0.10504326719867982, + 0.14222742657567625, + -0.06404117218172421, + 0.076368607539523, + 0.006044480806029262, + -0.075127002141549, + 0.8587424851365756, + 0.2727030687123501, + -0.008088573072820921, + 0.08743664655199064, + -2.3662693972024133e-06, + 0.042677498566938976, + 0.8036843148086799, + 0.012811335922405985, + 0.13095676025113348, + 0.01641976939448083, + 0.7962234087095371, + -0.042257372164238687, + -0.008274742556436962, + 0.07155654811531392, + -0.0029223628674895034, + 0.8544626912933336, + -0.09430896251462427, + -0.024108396764320528, + 0.01884154895706855, + -0.13094872186962225, + -0.03446086537416888, + -0.006191743735411991, + 0.03293209836789439, + -0.03791793521995884, + 0.06744180427068842, + 0.07068068690668944, + 0.0016899642055281912, + 0.10876890071863413, + -0.011060680444063076, + -0.10737044570307823, + 0.25436920081483794, + 0.09568463701901457, + 0.13135986369021205, + 0.11405373995899636, + -0.07996287792766185, + -0.11302670033197694, + -0.09557471246532918, + -0.07313894793500404, + 0.0940231510189143, + -0.04006266231088115, + 0.807520383274772, + 0.22529232163052662, + -0.10039184859075144, + 0.08405660053856308, + 0.2543112110393248, + 0.02772543249701238, + 0.0352702596847586, + -0.060712661879658035, + 0.18574009944742315, + 0.09638066466872804, + -0.08873059559682349, + 0.04147246632767276, + -0.00445553915278122, + -0.03457714609184234, + 0.08047432810629439, + -0.016289923283997608, + -0.08595541071905122, + 0.9320618857599259, + 0.9418665245520373, + 0.9350334767885129, + -0.007134950586435171, + -0.04168074777153975, + 0.0820417807419137, + 0.15626041157392478, + 0.068610230826905, + -0.023134734987284546, + -0.0328605457968212, + 0.09433478297561831, + 0.9883627414985597, + 0.13740702559751472, + -0.13319829349580675, + -0.12755108907211687, + 0.04908897766156916, + -0.027761459736312586, + -0.06741481629577631, + 0.9333072305643536, + -0.18954877621242633, + 0.09172433925435622, + 0.8191851737261969, + 0.5046838883360903, + 0.049966406624917, + -0.020505172633133475, + 0.8894211117778537, + 0.9006196337273858, + -0.06482224811147257, + 0.11862436547302609, + 0.05812995297079368, + 1.0258258334026313, + 0.09920315317281866, + -0.0013795960765225226, + 0.30812248123023084, + 0.0228285799045152, + 0.05806959471776797, + 0.0071352785349219254, + -0.05547350780671291, + 0.0605396658262284, + -0.029323435341979086, + 1.0412718330276702, + 0.31968356995078306, + 0.7697752062177512, + 0.2647195854036147, + 0.25225300271013584, + -0.029911251237736778, + 0.07027370124312357, + 0.007647139298137482, + 0.04743812836346261, + -0.11954487856792725, + 0.10956875005999248, + 0.6396111559133641, + 0.017146736587067522, + -0.04537005595070205, + 0.016545460872382026, + 0.011266375563491908, + -0.02462948419605134, + 0.18351433223225724, + 0.11422605798881585, + 0.2614144915966302, + -0.007112359454212924, + -0.06083963999117539, + 0.24414883749384572, + 0.05666872010143569, + 0.6012765777263361, + 0.08044661661627467, + -0.025332154088386703, + 0.053055955767607375, + 0.05436489307478978, + 0.0860390657343242, + 0.02154986359600365, + 0.029725147132156293, + -0.04298924661058596, + -0.09556762365164702, + 0.005984754881699861, + 0.0021839749887750783, + -0.00851960250428688, + 0.6944310373889127, + 0.23829919101867356, + 0.1145736149720883, + -0.060934847729352246, + 1.0252690672298017, + 0.3707674071819571, + 0.11086062827090627, + 0.04943762520616849, + -0.04540136340626792, + -0.09516313937753218, + 0.3752950264792258, + 0.026975350854170414, + -0.13631897419364736, + 0.03967266681735755, + 0.013298208266684555, + 0.025493399394540716, + -0.026840448836326285, + -0.03138481392705237, + 0.5493860046781373, + 0.52585120283889, + 0.20027501824262997, + 0.026384913209517635, + 0.9405669156314549, + 0.9743737401286111, + 0.11516796160790294, + -0.014167950645586853, + 0.0981341386877451, + 0.04894007875484646, + -0.027581008957927134, + 0.16119951729905208, + -0.04599270285874831, + 0.6483050068843589, + 0.35870892257081477, + 0.005963548102222534, + 0.014005999897712514, + -0.01628800112601236, + 0.09330531657123582, + 0.011009024643180636, + 0.8758358078900847, + -0.0020296050088359206, + 0.06103452542071466, + 0.11078852209365855, + 0.042391292158531414, + 0.059644770075634714, + 0.06935436304726168, + 0.9354801204872202, + 0.9267107805872965, + 0.004502977065154068, + -0.0719950764982849, + 0.05450447596298819, + -0.09344039554993214, + -0.027670905956591225, + 0.9950289304805592, + 0.8312456871654587, + -0.044100483121089315, + -0.04606002101770541, + 0.030124444337767762, + 0.6149800656731615, + 0.07722831698187606, + -0.02175060241205366, + -0.05898135824345022, + -0.07185987703961225, + 0.12050320744070833, + -0.08676507007051965, + -0.11420197051407169, + -0.10219253612042639, + -0.01924456562420412, + 0.04948539483710918, + 0.5265458198249214, + -0.10074849021369567, + -0.001609960245796901, + 0.04159979595563244, + 0.0532525808219369, + 0.008930365947946247, + 0.366225362476529, + 0.12095235989150264, + 0.33653610334379297, + 0.10813275190466935, + 0.6383625331914394, + 1.0033873434697762, + 0.36783989338858053, + 0.7852274788302968, + 0.9637757304437488, + 0.5601930906599278, + 0.9642595083198716, + -0.007914610077436253, + 0.9605788335141064, + 0.8442093221252143, + 0.8803277196998417, + 0.7434001066113993, + 0.3894263913576783, + 0.03799872271300993, + 0.028621029719452264, + 0.2039981793463195, + 1.042281841480977, + 0.02269048283161475, + -0.03184548656463488, + 0.08348495795628703, + 0.008614222232791376, + 0.8584611990820643, + 0.14900028979087473, + 0.04402990516468539, + 0.480538319143319, + 0.7179153841885548, + 0.5427421295523103, + 0.146764180790636, + 1.0151365023487686, + -0.04413382208411816, + 0.6113033709593247, + -0.043946496677790256, + -0.10088556916522068, + 0.5231664110705726, + -0.022013776147698574, + -0.03942113531707237, + -0.01643771731380335, + 0.035637251048395664, + 0.19058727407726198, + 0.0204085157776583, + 0.09653465902192167, + 0.07481899691653321, + -0.01935291451944768, + 0.025568676417795273, + 0.04321949307957067, + -0.02676165608310461, + 0.09836009714124347, + 0.10889207581390023, + 0.11594417913155307, + 0.0637175578502202, + -0.0170573835593578, + 0.06255219312414834, + -0.11859853665905876, + -0.022939053090959383, + 0.058223003473758896, + -0.056941334126110514, + 0.12385152051613012, + 0.1085557965297797, + -0.018198616152950976, + 0.10368402769769393, + -0.07774957833526686, + -0.08159744353214972, + 0.35843721676603285, + 0.1429642914041474, + 0.018295445715456365, + 0.3403212462673781, + 0.0494568044389855, + 0.0335087144143473, + 0.22404579811762612, + -0.08080530379323515, + -0.07156514146954746, + -0.01389569801412133, + -0.019450607415819627, + 0.09774997996242145, + 0.3818418261457865, + 0.08112855784439661, + 0.03254141791017562, + -0.030223040517662635, + -0.10712235415906003, + 0.06833128885682438, + -0.012172410050160795, + -0.120876813900236, + 0.14874911443674504, + 0.04756997752973587, + 0.7532598245222798, + 0.09847531863317387, + -0.12300319048010583, + -0.050963430144276525, + -0.09597671322045001, + 0.43983056868706194, + 0.1709156387553146, + 0.022240125201337495, + 0.862071288350906, + 0.947633495818888, + 0.8985947865970378, + 0.044285516471541504, + 0.17270185583203007, + 0.04669107475418174, + -0.09672646331905063, + -0.09602712538079025, + 0.06493620620363534, + -0.09417784121106328, + 0.19687348248184663, + 0.07953313725554556, + 0.09559686935799534, + -0.1355455987278778, + 0.5404634723268892, + 0.10313099907741086, + 0.0638160910934974, + 0.01340350725317004, + 0.06676326928845187, + 0.1547661965214765, + 0.01881238290666944, + -0.04027695533006615, + 0.6681219466569913, + 0.08325907738111381, + 0.17505020521200215, + -0.037657342262914055, + 0.043268756313971, + 0.05296843669765317, + 0.988620703103716, + 0.12613295470511243, + -0.07475834027723043, + -0.05288158104633697, + 0.08895397899888824, + 0.16131159277807405, + -0.02972246054895711, + -0.18969845106905583, + -0.0003290247165481199, + -0.05946040907239983, + 0.05117354829679489, + -0.016504346653390463, + 0.045196213613883846, + 0.1472054819607803, + 0.04607567860018386, + 0.03719723123484467, + 1.1488476102384908, + 0.1069183205374142, + -0.05400194157494502, + 0.037549667665662353, + 0.05223170593128257, + 0.9106429387406605, + 0.057861988432957756, + 0.11655529787943886, + 0.6516114379987568, + 0.9858900247694056, + -0.001815265318391009, + 0.030069115567561675, + -0.13916563576609087, + -0.011527511107255408, + 0.20478289412232545, + -0.02644276919788526, + 0.10465178560273918, + 0.7733951266330741, + 0.387074890486615, + 0.6788189863586633, + 0.14161057530241689, + -0.043896372459301385, + -0.1874528885460167, + 0.6838431888969625, + 0.13793161016821193, + -0.039973930175815506, + 0.15127752690990393, + 0.06906122978908046, + -0.033556446009388244, + 0.03141048244012953, + -0.048006186748310746, + -0.07993617105465144, + 0.8504469024631038, + 0.004461549678058535, + -0.10467760221077674, + 0.00781321148461638, + 0.302635853423296, + 0.029900958556686733, + -0.08428795100513353, + 0.13008057934056097, + 0.060343414407334615, + 0.0046168846729329705, + -0.07224921901182453, + 0.1340271345495932, + 1.020498989757767, + -0.051465173303793264, + 1.0053172462537785, + -0.1263661206565897, + 0.1506282277682818, + 0.055420342689208556, + 0.6490932728534875, + 0.11029425400192364, + 0.029220260922731906, + -0.02016042338274633, + 0.24414010669805655, + 0.02752688045677588, + -0.022868810166562923, + 0.8380028808363502, + 0.5317067022399945, + -0.21212500264311338, + 0.8560323605176232, + -0.05398401078787932, + -0.02124610640548404, + 0.0875755302888939, + -0.05941975159781374, + 0.002217059790123814, + 0.014729467349599883, + 0.0899032243176383, + 0.08573137844845966, + 0.18543878168829384, + 0.11171357715420667, + 0.005376922245361276, + 0.001108076382730286, + -0.13331832309822522, + 0.6271668922626191, + -0.05867876176623732, + 0.004574582810964622, + 0.11237580911129101, + -0.18332542971506174, + 0.3059330383902565, + 0.08132934597751798, + -0.04457007341558867, + 0.03426255624150279, + 0.48451684797910644, + 1.0727813087398526, + 0.8257403866474973, + 0.04953891888476382, + 0.3995324921320463, + 0.6728665462706647, + -0.0142886967143754, + 0.3719195651934591, + 0.014290003350123232, + 0.08334790116550381, + 1.0404102917656322, + 0.05873885132606987, + 0.11191082334221983, + 1.0400784550645792, + 0.06465925580280801, + 0.7686404642753837, + 0.01340218294032348, + 0.2608559126045948, + 0.1324991717938304, + 0.08977105033501731, + -0.048176349010879777, + 0.042868327630142915, + 0.2247550173167145, + 0.38860857547690647, + 0.015356287393636711, + 0.11114605103241729, + 0.5069003230727852, + 0.8851709083078411, + 0.14819007327166858, + -0.0015008934473723934, + 0.7795411670231998, + -0.1779387983186201, + 0.019658617512527378, + 0.20223001376537794, + 0.38823535896130085, + 0.03220570843514826, + 0.05968123697457207, + 0.12598810210028108, + 0.03997074004594821, + 0.26625154576727167, + 0.1555855360098845, + -0.016641923157773502, + 0.10570084857928577, + 0.029842563570626486, + 0.05345740167276877, + -0.05939480991242297, + 0.09898045999902318, + -0.03188493473757867, + -0.08319561870765804, + -0.11262740331084795, + 0.934010229968669, + 0.6465516397909685, + 0.20618702848278994, + 0.19381436947056968, + -0.06063210985508052, + 0.07300356766673412, + -0.031877986569384356, + 0.08430017554209301, + 0.019727041313540222, + 0.00975325411630087, + 1.0151743434703933, + -0.10166589849375507, + -0.020393951758259386, + -0.09043123718031276, + 0.9311508181211003, + 0.019690848924398888, + -0.007477958724028302, + 0.5605485828595276, + 0.04296198562511631, + -0.13469508004015043, + 0.07556754558826626, + -0.003994388821955253, + 0.0791088165027103, + 0.005033717910528871, + 0.027664286302491993, + -0.10165530343898344, + 0.823263410543843, + 0.5181193196357102, + 0.15142003975887036, + -0.009321612963675582, + 0.07803596975300822, + 0.7002251330100593, + 0.09913666842577908, + -0.11792017144567113, + 0.020047902113283354, + -0.08538529310762213, + -0.0202833762400984, + 0.04581988475227242, + -0.07850851051886462, + 0.9582165752808852, + -0.05283756389146339, + 0.05301933107771542, + -0.017900958798208858, + 0.03775655314155118, + -0.013113035307594341, + -0.024328693943083568, + 0.7901917328691578, + 0.9185970084781614, + 0.027067187125635498, + 0.07776732230665527, + 0.048344219858256404, + 0.6364571935452711, + 0.08229284646941583, + 0.19485631916476517, + -0.05539221312296706, + -0.17370453795120686, + 0.015719188307565586, + -0.018268216347478678, + -0.08458423949853117, + 0.09838994389421225, + 0.011397143934982904, + 0.22228868260722254, + 0.07416028445710893, + -0.12435801131743703, + 0.14074610936675458, + 0.890661121978438, + 0.1982455865690655, + 0.6950110621032921, + 0.006423712855218618, + -0.049845393231788035, + -0.02684000615505696, + -0.0582909964062315, + 0.8054907269158397, + 0.0881998041099857, + 0.1272408154766525, + 0.26648987990435596, + -0.11253211369908947, + 0.012377894376841713, + 0.6648795702325891, + 0.24954749993969644, + 0.016230907721424395, + 0.12578590091770464, + -0.08860488868054893, + 0.8431961531015326, + 0.1578001233995908, + -0.017029574254522232, + 0.07415026910265556, + 0.10050092645772861, + -0.05337257791187209, + 0.306735818399704, + -0.14869156651184767, + 0.03770943591177668, + 0.03696296193491527, + -0.0009008019758672732, + 0.21478934777422318, + 0.02126431509561496, + 0.437107776289315, + 0.07369335585168342, + 0.08177608459360529, + 0.05517058318967574, + 1.0582998431347839, + 0.9281863727728822, + 0.8850026384866201, + 0.16658672924135703, + 0.037009028798371285, + 0.5117196339594438, + 0.19224502971495921, + 0.0905959575215673, + -0.007710757802467902, + 0.09014664967022756, + -0.06941049160312036, + 0.370178627541566, + -0.07229002995658375, + -0.021605463765941947, + 0.05920584255635567, + -0.040792711582214994, + 0.03262768915353163, + 0.015893098847583425, + 0.11112032813668732, + 0.07955112746181582, + -0.15018319400721075, + 0.5047053314061195, + 0.040901428986828095, + 0.01004940226252263, + 0.3897854860047044, + 0.03231877792259399, + 0.08798478302076387, + 0.08597875406378667, + -0.11802791983203312, + -0.10997921640217886, + 0.32441676262908503, + 0.6428973026485338, + 0.023638515474990383, + -0.07578135287340966, + 0.061033076128089205, + 0.26182848491977073, + -0.074529466118928, + 0.008801514701164814, + -0.0673291058607387, + 0.23149627266151776, + 0.050560429022659205, + 0.19583700967646153, + 1.0282562706967826, + -0.03955922206928529, + -0.051058433818034266, + -0.17822491779027677, + 0.1710840378119313, + 0.6011549569666041, + -0.08054930062916825, + -0.06645770105582605, + 0.0700800698913114, + 0.23993151730750523 + ], + "z": [ + 1.4098299062522142, + 0.19872214679204853, + 0.21671296855169958, + 3.872595116587871, + 1.4001113380821177, + 0.25294425742503973, + 1.6714419053156009, + 0.5606087511115146, + -0.49670393095383986, + 8.833920729735562, + 0.3080465333150812, + -0.557914946975179, + 1.468527330063116, + 1.2767543539241057, + 4.696813922783725, + 1.1613332923010256, + 6.1946801149516695, + -0.8999697582442562, + -0.5130646046338639, + -0.6764352563814182, + -0.009098539040375594, + 2.723443600973887, + 1.0260899265328525, + 7.226794169889604, + 2.0139411275148102, + 0.22686121922390645, + -1.0345984752231543, + 1.7722099691756303, + 0.07453387322461738, + -1.0539466389601106, + 0.44474266328413714, + 10.970835879177322, + 0.7651319008031734, + 8.61435025808596, + -0.3961163339941612, + -1.0451449634928964, + 1.4061163410571944, + 1.6198624802389483, + 10.082055858538304, + -1.6597550054809307, + 8.311599552958903, + 0.9918858618817716, + -0.22943094884740559, + 1.236862963529942, + 0.5795479499416617, + 3.833961205421069, + 7.22881203792617, + -0.8375395318968178, + -1.0059681285897801, + 5.676164960208009, + 10.347887091363026, + -0.6547374949030754, + 0.6038308206923478, + 0.6281094642177113, + 2.5676807566272277, + -1.0806216125440549, + 1.7422341540042696, + 7.708783848533957, + -0.6293288457122643, + 4.379955039099128, + -0.6216661451475191, + 0.4690274203368849, + 2.4525570217107986, + 0.2201657635066297, + 0.7745106918171014, + 2.621157476003567, + 0.7252571144669662, + 0.3925467844528666, + -0.48031951287464647, + -0.4416509260837383, + 0.2973777707929201, + 0.09209691585824005, + 1.2049859795850537, + 1.4838038759031287, + 6.152069320249717, + 1.3398015958520475, + 0.056205094577656746, + -0.3178583751641713, + 1.4020166511364005, + 1.803912426717797, + -0.430420376232781, + -0.8135708249752848, + -2.1600505021146965, + 2.769712888433607, + 0.1364069849457693, + 0.1999745470308408, + -0.524546427775458, + 1.8286136166715354, + 1.5692198061415046, + 5.801737322377586, + -0.4301610358968588, + -0.6904367084041803, + 0.14130791828013567, + -1.0024663585709956, + -0.40690017106337767, + 0.7893670523127095, + 10.487468257427734, + 0.5565381044769141, + 0.6206723111490521, + -1.0925379992536768, + 0.8714170200971105, + 7.799110035092706, + 0.25343449460070705, + 10.210621312008557, + 1.0278946092812113, + -3.2228572599433454, + 10.694156635002228, + 0.6006848827891225, + 1.011763174150946, + -1.674425204775373, + -0.8984879167074895, + 1.167564095663645, + 1.4700534299261965, + 5.048038157527169, + 2.4361187930333856, + -1.4204124633542181, + 0.02011017190287916, + -0.6468461699250736, + 0.17316830273875236, + -0.6735420424306591, + -0.17655898800624967, + -0.9661213256108386, + -1.188405456459187, + 1.5441111592335304, + -2.9555983410935887, + 0.7492112266432743, + 7.936075103130294, + 1.4942020497347903, + 3.3998030401173507, + 0.28489225994686196, + -1.1816925254783948, + 8.57460618708115, + 8.170457081613318, + 2.600498498572516, + 4.5613202928282055, + 3.143850531559178, + 3.213020357484116, + 1.7413172377237622, + 6.761675919251525, + 6.604467816712733, + 2.136435823056675, + 0.1248594544408866, + 1.1428321939554358, + 1.438629350111066, + 2.243351771952092, + -1.8011757456794635, + 3.73587998027706, + -1.2411597696508505, + -0.7954297449980872, + 1.4323952120844852, + 5.481409811445043, + 0.9700544943620457, + 5.210491259776001, + 0.5400292366681217, + 10.476575784377843, + -1.0640595307504404, + 1.6037899145197896, + 3.8277206560001176, + 6.814927813550112, + 0.4353799835615622, + 1.9310192472341472, + -1.5943529233389488, + 3.4654237647397967, + -0.4313668247916033, + 1.3417604659350622, + -0.589483714278756, + -1.5630727663441386, + -0.08998418503660778, + -1.0363775630441696, + 10.285036180264942, + -0.7922514268646275, + 2.2721907711865508, + -1.576233180527208, + 2.9870787088177324, + 11.0115267716929, + -1.1643771195611108, + -0.21346156632203994, + 0.22607914324357062, + 1.5464899599080328, + -0.24163583847189676, + 11.084016156656903, + -2.509029940263254, + 1.0517533899199678, + -1.4442136824311584, + 0.25029297739147494, + 7.266815846102974, + -0.5996149534357708, + 6.732122426496408, + 6.08300457304584, + 0.2900386818643524, + 6.9335517785131096, + 1.7367813544052835, + 7.840794380684554, + 0.6541676191934089, + 1.284225977135846, + 1.3145498678204908, + 6.049894805687823, + -0.6161421981063605, + 8.90326018521225, + 2.448773205073572, + 0.20562526222034022, + -0.8362333274563779, + -1.794983417223908, + 8.437979209484455, + 11.016650476728856, + -2.428193049282634, + 6.280735196861442, + 5.657579719883594, + -0.007690041457202907, + 2.2139766001559815, + -0.2621730387834205, + 0.8480506132557362, + -1.6162192203129182, + 2.976722063014241, + 0.7686849281456705, + 9.8102313159961, + 1.961403911326411, + 11.040640590692547, + 1.9428452151512927, + -3.6052340077147935, + 1.220235456594979, + 0.09295752541341082, + 8.035072224489491, + -0.6421477540953044, + 1.5833920965516428, + -0.7837536843286164, + 6.1767031062366735, + 2.3397617187472313, + 7.012012318607256, + -2.7596002655310836, + 4.36995634515152, + 1.0610627723779011, + -0.1825620291256108, + 2.197003751002019, + 1.5158019754315002, + 1.1718183015599644, + 0.9630228640429004, + 2.077321513983739, + 1.7116214302340074, + 1.4090613486681431, + 8.079002324566193, + 2.782153854606615, + 5.214291930449095, + 3.3349535104793957, + -0.5362845254861619, + 3.913162813808098, + 1.7589017887822918, + 0.549459973940333, + 8.55159249394818, + -0.6495901243474026, + 0.6030817550071083, + 0.7102289794838542, + 0.08296837313835802, + -0.9228839234497301, + 0.35604071279244476, + 1.3535712546187721, + -2.049473681119758, + 1.228875918176552, + 0.08890297527330325, + 5.965260022762678, + 1.2610069581024548, + -0.28821861268533344, + 0.6953767938311646, + -1.6276622433808383, + -1.6458170115319943, + -0.13721995925227984, + 3.553825633242804, + 2.050976057053467, + 1.130669945574914, + 0.4403597882885546, + 8.252470615655989, + 1.8977360073187926, + -0.084957629735136, + -1.2357491814639852, + -0.6683024841642559, + 3.840968060948276, + 0.7818988767437837, + -0.3293993806509806, + 1.1491217399980416, + 0.6038963012756965, + 2.3355630592096763, + 4.273483188505145, + -0.026105379707909496, + 1.655742781190605, + 0.2614763060214571, + 0.7890633076684143, + 4.665942731909205, + 0.8243094210879971, + 5.305689448629737, + 2.0607590498700623, + 5.237447567275995, + -1.4016971047106237, + 7.56030820004089, + -1.5918515371173065, + -3.6420593822044207, + 0.8917087973423921, + 1.0642046633462057, + 0.5942152697163526, + 2.6826022820962225, + 0.800697417176996, + -2.032739785039814, + -1.2987039108679208, + 2.761434446239327, + 7.0375137706528035, + -0.990393627326846, + 0.668630866946042, + -0.4639223110935761, + -0.16351797320493275, + 1.7615939019815374, + -0.7454821236197625, + -2.3133686074647004, + -0.3784930785358861, + 5.657323720627965, + -0.2118547727846647, + 0.07215735602934598, + 0.05893381668778364, + 4.9620660435816895, + -1.1094512008045554, + -1.4554375297732973, + -1.084260990341721, + 1.2067844866560724, + 1.172943351721283, + -0.8350252176655275, + 1.1924911496644444, + 1.2746761027879079, + -2.4935207740390317, + 8.40647687460793, + 0.31262749832968023, + 1.0083194413884287, + 7.425076014712835, + 5.784073818293764, + 0.6072896442028015, + 1.1778213571376173, + 0.9824191902098703, + -0.4240371825788835, + 1.0007913542790978, + 1.23904626447006, + 0.9607810665575316, + 2.273570885383421, + -0.28624179482830214, + 1.8964399267734642, + -0.018118909299696853, + 2.958134875219833, + 1.6333330377572306, + 4.103974099490396, + 4.6487298016383365, + 0.952519690759921, + -1.822892668294265, + 10.158158610829458, + 2.5446602319600435, + 1.1466003697739608, + 7.098623902113589, + -0.41651507391206216, + 7.717447474511854, + 0.9656425596779084, + -3.45485423170688, + 0.20969943091619553, + -1.0081203721478433, + 1.5659403171496478, + 3.3441805067691597, + 0.6506137004458495, + 5.781483578945328, + -0.04429189404568513, + -0.6921873771465196, + 0.3299202173308587, + 2.5747716127809195, + 0.07760246025590059, + 3.40699071105784, + 6.49220926172315, + -0.9234293543978005, + 1.5300243631812762, + 1.2877185782929985, + 4.13468205098701, + 0.43550938463874833, + -0.7115649400863945, + -1.0127714312393352, + 1.1007688738793813, + 2.5420364338095216, + -1.4791122395542842, + 1.1526886167039558, + -0.5542222154493783, + -0.4261322278897131, + 9.701657803778387, + -0.8579855802041525, + 1.8990148264174425, + 1.0158170583514075, + 0.4172903368550334, + -0.6151658756214873, + -0.8764280981522032, + -1.2687071240672212, + 0.10341821334395046, + -1.6038497749852751, + 4.564110994858499, + -1.2617859594981142, + 0.17663520882133826, + -0.3584386330062721, + -0.14355635991359078, + 0.18102252426482565, + 1.2449504170355572, + -1.3557291484187646, + 1.5812596271948964, + -0.6743578132865902, + 8.698981056961175, + 0.03233079636173533, + -0.6580442099214371, + 9.579675543026346, + 0.5039675677973408, + 0.95095015777976, + -0.03550902233966076, + -0.49266739993397707, + 0.03200723286427059, + 8.981311648365907, + -0.09977941624039267, + 0.6493854248028964, + 11.938476699742104, + 9.778675003075131, + -1.352275173645755, + 0.12902531678985518, + -1.3936480876472082, + -0.4215704382781717, + -1.8369185739749534, + 7.628065904331082, + 5.616855147667582, + -1.6966364761538448, + -2.0690044036183117, + 0.4299690803074815, + 6.165997433437824, + -1.6817819769366253, + -0.7571388753436048, + 3.8135956474883557, + 1.2151519720218698, + 0.12983324829335913, + 1.5034745294737262, + -0.452474527260286, + 8.41551985461339, + 0.5459727292868379, + 1.7522339333215435, + 2.8866656070743293, + 0.22996266102407859, + 0.12678764864876052, + 1.4146634064826367, + -1.2265751031168464, + 1.4089135053141593, + 1.0057494208924727, + 2.4951876500299077, + 4.955677293021725, + 4.265329057876351, + 0.9204509152220905, + -0.9698855900570548, + 0.1517501232492019, + 10.80011628537735, + -1.6476989902573496, + -0.3116565857878765, + -1.3551391495991172, + -2.13386850718992, + 1.4604993510926099, + 0.3097912058316656, + 7.270277147232174, + -0.9687540381889049, + -1.05908263196322, + -0.990407455276592, + -1.188875851540287, + 1.7325967029889924, + 2.4879210269809957, + 1.0661340257047678, + -1.0714370987588493, + 9.243177416501869, + -2.2512549587176123, + 1.1096849817207282, + 6.183316226082245, + -0.5985876386640105, + -1.425582985527073, + -1.7533606453194726, + 2.513259217859382, + 4.103684724993481, + 8.096557182678888, + 10.527513288520387, + -0.5257056450067238, + -0.21578213548978206, + 0.21328481931103338, + -0.6886943500265783, + 1.2328983839658698, + 8.784313300227616, + 0.6563613699383096, + 0.18561197257878817, + 1.2826296712148697, + 8.658105200916362, + 9.59732645752934, + 1.121177245202989, + -2.55841581733953, + 6.844912050315386, + -0.40287721486037553, + 0.16110950479121874, + 1.7497490525989696, + 0.31276743434991827, + -0.12919590984666718, + 0.9037555214835868, + -0.7773703040260628, + -0.846704236311115, + 0.011366894029465596, + -1.0612459772019196, + 0.7050312551279901, + 0.9515082747512824, + 0.5834477134386463, + 2.6783877618974508, + -0.26029401698887245, + 2.7412900599448617, + 7.291770336247479, + 1.7664784266651086, + 8.04284877487744, + -1.0762113648458116, + 11.084016156656903, + 0.18781270481443865, + -0.5720397973579107, + 1.7124057196033193, + 0.7502094920334579, + 2.4119432469276867, + 7.124005818873898, + -0.33576735886374964, + 9.54369292484967, + 1.7618831173260556, + -0.9042936843067131, + -1.0553119250119662, + 8.528781033384954, + 7.521555163010759, + 9.392671947187216, + -1.0972376073239871, + 0.16487738329248916, + -1.2994614285359212, + 0.6488736076208602, + -1.9254273502889023, + -1.9078744000713412, + 3.5609973056623327, + 1.1619997666222084, + -0.4296774914702533, + -0.4406017262597224, + -0.4643429700151711, + -2.351948437872456, + 1.8258579184550705, + 7.973907142013377, + 0.09333873616940262, + 0.5926408732665456, + 3.1871910701647197, + -0.9187660250420502, + 2.324248454541786, + 2.1025788228757962, + -1.0769397553610742, + 0.17999244294033673, + 10.58444932584445, + 7.90708011281007, + 0.17235647122621955, + -0.5277533668476208, + -0.12195477405126152, + 0.5368564310941037, + 0.3588561494376202, + -1.4492896800901116, + 9.064024507544271, + -0.07409608799176977, + 4.011324549330356, + -0.36069786656503056, + 1.6219201953258453, + 0.852136515625689, + 0.4518938212024965, + 7.282960141331315, + -0.6637534304596693, + 0.10419283825590518, + -1.940889628171974, + 5.809285204856722, + -1.1236066492398404, + 0.02129390043189976, + 10.677352857081827, + 0.2847994871874649, + 1.6619203472529072, + 13.02808288303915, + 0.010974386748745967, + 0.5016038195580452, + 6.399883923386738, + 3.209558991182419, + 4.006988787265642, + -0.26397977616495566, + 0.3462103220679169, + 0.9468818157130244, + 6.721977040353166, + 1.74127215155434, + 0.4784218767952576, + 1.2539467407919076, + -1.6520080040653635, + 1.0192731191110596, + 3.4165623448778506, + 0.1294407777440962, + 1.8304514184277034, + 1.7342730145075147, + -0.0077251840289831895, + -1.5334181822023127, + 1.3738008537700714, + 10.593606232798907, + 3.0445946963918784, + -1.8616669679532545, + 1.979442823534011, + -0.031996706872751905, + 2.867480578093766, + 7.808282078107096, + -0.650890666787745, + 1.5657377792306657, + 2.216494177520976, + 3.1707191973005413, + 2.805250159945213, + 11.084016156656903, + 0.7796252557557597, + 0.4748890391314261, + 0.4048810193628751, + 6.406583401180722, + 0.47786204621967415, + 3.42899019144704, + 1.5510343441692072, + -0.24133107418089955, + 1.204359450516221, + -0.1544965343171511, + 0.43461760074551287, + -0.30482786709917536, + 0.883483287039453, + 0.2774193657379394, + 1.7075931541931868, + -1.3308013412091528, + -0.389538118001284, + -1.802251898755002, + -1.2183949486509722, + 3.419819799645143, + 1.4682875759617529, + 1.737819994936894, + 0.8348845892643377, + 2.6234681871633216, + -0.46363461375307113, + 9.645880136624642, + -0.16749261490310485, + -1.1784145244335786, + -1.2280486367381298, + 0.7686983118937885, + -0.22581503045191453, + 4.841736009687944, + -1.1664598354654854, + 9.549579962745442, + -0.2487715700194653, + -0.9886768877000015, + 2.0562152966721623, + 0.28335352897408206, + 2.301839431707159, + 0.609362012227635, + -0.12540909351944293, + -0.9489671220216112, + 1.4631937139100104, + 0.24895427593903166, + 0.5062569905781115, + 0.04147367386408487, + -0.42661473999252314, + 5.927377701993674, + 0.6979053760079111, + 0.24343374880506188, + 1.0599887018000216, + 0.09800472174981051, + -0.8582453305052371, + -0.5313962901200535, + 0.039388696233571524, + 1.3476897928564102, + 0.2216856538546503, + 8.823823678591403, + -0.3344578010008749, + 0.23483094708496724, + -0.657684876932636, + 6.501871972943165, + -0.44673758490534365, + -0.17472015207251182, + -0.9936715412513026, + 3.5141254670159863, + 8.822982786446367, + 8.97550722254628, + 0.9208017069838841, + 2.0989111787575365, + 0.9746703299981875, + -1.1369175264904348, + 0.1686582599792048, + 0.753935236995769, + 0.4486786719851948, + 0.8011315613023964, + -1.1793043314239604, + 0.9907165461847187, + 2.0380437433160052, + 0.967718556176693, + -0.1407941985563, + 5.983794197857731, + 3.7122864345712463, + 1.4895679476747663, + 8.253358538385246, + -1.1959676327518616, + 0.9443693501751776, + 1.5780231940815477, + -0.9453892236690459, + 0.9093066636125534, + 9.156675010724248, + -0.3362786122746673, + 9.706169554234815, + -0.07426481447392827, + 7.313904929083051, + -0.7252735806017452, + 0.727911886062088, + 3.6315681192612983, + 2.747242337836725, + -1.449635247163868, + 6.6813757024640275, + 0.9226055418762704, + 0.04716984854302985, + 0.4027154914549082, + 1.0555147132232146, + 2.925711202964731, + 8.275448788158094, + 0.15748897942797802, + 1.4237861981701603, + -0.19010698617910393, + 1.5760277196329058, + 7.894623736730453, + 7.54528486241557, + 1.8148346301981786, + 1.2069678702794668, + 0.4220652029785007, + -0.2878717696128524, + -0.478299579205829, + 9.03526670334951, + 3.4392435429287835, + 8.225613283106808, + 8.566725812721813, + 0.6936151388532305, + 0.17659091262866672, + -0.05673101208112999, + 2.7653734137468793, + 4.576657524129422, + -0.2623091544563723, + -1.831421510289779, + 0.4760251274435418, + 8.475722386572256, + 6.786435506445693, + -0.23040805650387342, + 7.340732025559491, + 0.783701155538613, + -1.943637947185419, + 4.741316433444848, + 0.05627572269513434, + -0.9215137893291453, + -0.040169665487761096, + -0.4199607535447847, + -0.8142819283336106, + -2.0738364304471584, + 2.7376290708774933, + -1.113836496373964, + 2.6552039569430086, + -1.521323493704373, + 0.5919345130230074, + 1.8263703304695824, + -0.45899944197049153, + 0.3152451354456345, + -0.9636991895740264, + -1.4456623889828064, + 6.08787652593486, + -0.5966765379596496, + 0.4865549195658326, + 2.4245283690145056, + 8.04100956568598, + -0.1354644382869816, + 3.345552172220476, + -0.38676519794857384, + -1.7551302422260686, + -0.47655383479964286, + -0.9435740106256316, + 2.67114115580327, + 1.7098479524043484, + -0.12747335492462247, + 0.1582182302762478, + 0.4786166105445806, + -1.9905053762237845, + 7.1249847906869395, + -3.7489243062657143, + -0.2895477169075257, + 1.2345499298089968, + -1.0525352109661548, + 1.1053963974202952, + 2.8600870294928904, + 1.010535648373037, + 0.4145568893858763, + -0.19584940067253317, + 2.2272424739775794, + 7.7692943405084955, + 0.9074021435767916, + 10.926874333768643, + 0.9205270794290908, + 4.496586815132713, + -0.2391484705183164, + 1.486114037593025, + -0.9646738401977067, + 5.408764764434862, + 0.4792547016593136, + 1.0834161223577894, + 1.727612652298378, + 0.9500545936545621, + 0.58313001954093, + 0.6688019630109725, + 7.780675800161656, + 5.215632805335434, + 0.6673741545944776, + -0.17296071306793145, + 7.522677305396832, + 2.428250171779746, + 8.421258012985732, + -1.5614458787877215, + -0.9203484629316764, + 4.130268700714923, + 2.6102148275144175, + 2.595487661907132, + -0.1056641606698955, + 1.5865451618325064, + 3.54746900762777, + -1.5596708980546095, + 3.4357083541620446, + 3.3598823339436104, + 5.6914146196915265, + 6.698677818557069, + 4.508290145161897, + -0.8525005050242983, + 0.8688709545835396, + 0.18353438438325248, + 3.4061814295220776, + 0.14911044788600347, + 0.9166196344621719, + -0.12629872037846643, + -0.40838599469931613, + -0.948488643758798, + 0.2870375838268214, + 5.63772501072765, + 6.5836538550378165, + -0.8368696632152322, + 2.2953076480351347, + 7.344678445361485, + -0.9632089930456073, + -0.4776244042223682, + -0.5284585934462479, + 5.395285305625543, + 0.18696339275371052, + 0.09358881072799564, + -1.440224667226, + -0.42969350848742816, + 2.013002067475355, + 0.3331699411747857, + 0.025736855665243034, + 5.432008826035244, + -0.29262470132996266, + 9.480102927284989, + 0.9149939554343491, + -0.555749799667522, + -1.512934186311783, + 0.8977112417572379, + 2.0621559037756807, + 7.716299062250332, + -1.38136165231344, + -1.551888422807618, + -1.5126007082568595, + 6.262694519489278, + -0.3371887701749393, + 5.176680255784478, + 1.7686544018005836, + -0.7928923149835807, + 0.48719270392573416, + -1.0602509118538848, + 0.6542962859072804, + -0.017407208386963476, + -1.4173071917726605, + -0.7416823076552604, + 4.70283093404528, + 3.6694326470240357, + 11.03937138436733, + 11.458212039682426, + 1.0320815601193756, + 9.01898988822604, + 3.2440334772368797, + -1.6506751916282631, + -0.4044465704754886, + 7.702519591070351, + 3.018525022123187, + 7.197502147667356, + -0.9749098378874644, + 8.75404722052563, + 5.951627596518227, + 1.634787829265997, + 8.292164947164892, + 2.590030960769166, + 5.808379658727892, + 2.3445943018784683, + -1.1217411302843023, + 10.080853931044299, + -0.5920446020758579, + -1.816596680910973, + 5.072278486503678, + 1.73594997659098, + 0.6137911030469688, + 2.3561341890734893, + -0.4286324807514761, + 2.4322521738415066, + -1.2914517394528309, + 2.6975966169103462, + 1.3974982060410706, + -1.3000802191734888, + 1.2161980867287914, + 10.962081349438376, + 3.6864739481663547, + 5.748707930431994, + 1.046692172137465, + 8.278065790844174, + 0.14422840238041462, + 5.993554145914245, + -1.045674494117044, + -1.0798929852332757, + 0.27268233533117303, + 1.7178379169642197, + 6.941157201809211, + -1.3340464317160146, + 2.2120626440415023, + 6.370064663626686, + -0.7965971278322543, + 2.5854778328470935, + 9.85372198837349, + 3.692564056734162, + 3.4166593514957335, + 0.08874796661493495, + 0.9766122772754018, + -2.651737259708399, + 0.2751746255940077, + 0.6371375342454766, + 2.6297073110457547, + -0.7323654502288177, + 0.9386105566828101, + 1.0848491516465004, + 0.9090823722709355, + 11.102716339731053, + 1.007520133538029, + 0.4406882393183077, + -0.026598232264017977, + -0.40017982401818253, + 0.20030162622902642, + 0.5506530821570775, + 1.0472693421983292, + 1.1601801863865921, + -0.6974309817724872, + 2.2633625567818396, + 0.09329685327348743, + -0.841185991855162, + 0.3051368688220625, + 0.7021030478156565, + -0.10995983188537342, + 0.6920231826288771, + -0.3332289640315674, + 2.4443938761173203, + 0.5337860261706789, + 7.9214099978499695, + 0.9107684589429363, + 0.12492755310372546, + 10.376827624861809, + 0.08506245867579836, + 7.001531284596287, + 0.662290643051838, + -0.6026190456625778, + -0.9606408726942613, + 7.249271521715655, + 1.0298087410952013, + 1.863275823732793, + -0.5950070316233663, + 0.42895528456042575, + 4.614450055942113, + 0.2488860637794262, + 0.35008280502296135, + -0.47479884350556684, + 1.4359704386393308, + 2.0817949403185714, + 2.0519759357382763, + 3.9396970280359183, + -1.0879491198485496, + 2.8698966846128307, + 0.7296089547816906, + -0.3058148146873059, + 3.0568033511780555, + 9.357998306971128, + 1.3095243462604547, + 6.512757392998452, + -0.06722784047343279, + 7.199780218061012, + -1.5828745040045449, + -0.525870800069048, + -0.4602093634433404, + -0.6340310173710679, + 6.158159536229991, + -0.3234989140555105, + 7.882547150743945, + 2.375905754123438, + 1.8598784954344363 + ] + } + ], + "layout": { + "font": { + "size": 18 + }, + "legend": { + "title": { + "text": "Data" + }, + "tracegroupgap": 0 + }, + "margin": { + "t": 60 + }, + "plot_bgcolor": "#F5F5F8", + "scene": { + "domain": { + "x": [ + 0, + 1 + ], + "y": [ + 0, + 1 + ] + }, + "xaxis": { + "title": { + "text": "x" + } + }, + "yaxis": { + "title": { + "text": "y" + } + }, + "zaxis": { + "title": { + "text": "z" + } + } + }, + "showlegend": false, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "heatmapgl": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "heatmapgl" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 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, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "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, + "#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, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#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, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 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, + "#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 + } + } + }, + "title": { + "text": "D-Vine" + } + } + }, + "text/html": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "scatter_3d(direct_samples, title='D-Vine')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -744,7 +48094,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.16" + "version": "3.11.5" } }, "nbformat": 4,