diff --git a/api-example.ipynb b/api-example.ipynb index cb99d8d..1a1c2a9 100644 --- a/api-example.ipynb +++ b/api-example.ipynb @@ -2,40 +2,10 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "id": "13fbf3d3", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - " \n", - " " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "import edvart\n", "from edvart import Verbosity\n", @@ -252,7 +222,7 @@ "output_type": "stream", "text": [ "INFO:edvart.report.DefaultReport:Exporting report to HTML requires generating and executing a notebook, which may take some time.\n", - "/home/michal/.cache/pypoetry/virtualenvs/edvart-wpUo52om-py3.11/share/jupyter/nbconvert/templates/base/display_priority.j2:32: UserWarning:\n", + "/home/michal/.cache/pypoetry/virtualenvs/edvart-SwqqvSBN-py3.11/share/jupyter/nbconvert/templates/base/display_priority.j2:32: UserWarning:\n", "\n", "Your element with mimetype(s) dict_keys(['application/vnd.plotly.v1+json']) is not able to be represented.\n", "\n" @@ -276,7 +246,7 @@ { "data": { "text/markdown": [ - "# Table of Contents\n", + "# Table of Contents\n", "---" ], "text/plain": [ @@ -289,41 +259,43 @@ { "data": { "text/markdown": [ - " * [Overview](#a6bcf82c-fa50-453e-875a-08122844c673)\n", + " * [Overview](#9b9b0e43-7aac-445b-acef-99bf9567feae)\n", + "\n", + "\t * [Quick Info](#6d5037c9-16a2-41ac-8381-86c710775546)\n", "\n", - "\t * [Quick Info](#09ba2f5c-7781-4234-bd0a-aeeb0512fb1b)\n", + "\t * [Data Types](#d0ff164a-3738-4eac-85bc-3373aaecbd57)\n", "\n", - "\t * [Data Types](#de9de06b-a876-42c8-86a8-9a199667a595)\n", + "\t * [Data Preview](#da56fea4-9e7c-4de9-8d3d-83de0754d7c8)\n", "\n", - "\t * [Data Preview](#75929bd1-c843-4ed7-8b4e-aea64ccd7eee)\n", + "\t * [Missing Values](#bf9f3570-f5c4-445f-9a84-27be0eeffcc0)\n", "\n", - "\t * [Missing Values](#7b7fcf91-6ffe-49ca-bb5b-b28421fb448c)\n", + "\t * [Rows With Missing Value](#e0a79f77-9dc5-4636-adc9-ca3e9bdf0835)\n", "\n", - "\t * [Rows With Missing Value](#cf05b327-618a-4d35-8c7b-70790120ba72)\n", + "\t * [Constant Occurence](#c933b38a-7615-40bb-a49e-54e6f2b7a09e)\n", "\n", - "\t * [Constant Occurence](#43f524a4-b105-448c-93c0-608fbd284e96)\n", + "\t * [Duplicate Rows](#930397df-4d4e-4f29-9896-548d8565f2ef)\n", "\n", - "\t * [Duplicate Rows](#600ecdb3-81c5-40c4-a018-b7783ce9c49f)\n", + " * [Univariate Analysis](#82248f65-32a2-46fb-91cc-854111e6dad7)\n", "\n", - " * [Univariate Analysis](#e7ed1dae-d188-4f7e-8f19-f0c0a9ccd8fe)\n", + " * [Bivariate analysis](#e33c2629-b4bb-4811-bfe2-6e056307e39a)\n", "\n", - " * [Bivariate analysis](#e0f4ee49-a7cf-436c-889c-9b7298452c27)\n", + "\t * [Correlation Plot](#b39749b1-7871-42ec-8a27-ef08d2234895)\n", "\n", - "\t * [Correlation Plot](#62c31281-725f-49b6-b58e-160eb5eece4e)\n", + "\t * [Pairplot](#25a1cf30-ad46-4961-97de-aa2725f2c0b1)\n", "\n", - "\t * [Pairplot](#eea0ab0e-36c1-4dcc-ac15-8e620830e236)\n", + "\t * [Contingency table](#60d9b309-3b97-4f78-bdf4-fb3ba93e9afe)\n", "\n", - "\t * [Contingency table](#db5fa42a-6582-4e32-88f9-c190ea11b86b)\n", + " * [Multivariate analysis](#af3a6dc5-03f5-4676-b9dd-7f65ae1677e9)\n", "\n", - " * [Multivariate analysis](#d31f5eee-0b63-4e85-b1f0-fa183eef7aee)\n", + "\t * [Principal Component Analysis](#c63ee762-7f53-4a8b-b3bd-a1e1b92c0e06)\n", "\n", - "\t * [Principal Component Analysis](#a7a004b8-9f78-4d43-b2c0-797dd7e34020)\n", + "\t * [UMAP](#2fba7776-307f-4063-b19d-4e1c86990b52)\n", "\n", - "\t * [Parallel coordinates](#4034b2b6-64d2-4192-b646-7d462418ea8c)\n", + "\t * [Parallel coordinates](#b7f30ef7-689b-4612-81eb-603926b64db4)\n", "\n", - "\t * [Parallel categories](#a79e3760-e2e5-4e93-9dfa-b0fb067de6ca)\n", + "\t * [Parallel categories](#00829f84-0ac3-46ff-b855-0c663900dfc1)\n", "\n", - " * [Group Analysis](#06e60da1-5252-49ab-9f57-cd3bb0be82a5)\n" + " * [Group Analysis](#b2d0200b-353d-488a-98e7-81df18579ab7)\n" ], "text/plain": [ "" @@ -335,7 +307,7 @@ { "data": { "text/markdown": [ - "# Overview\n", + "# Overview\n", "---" ], "text/plain": [ @@ -348,7 +320,7 @@ { "data": { "text/markdown": [ - "## Quick Info" + "## Quick Info" ], "text/plain": [ "" @@ -421,7 +393,7 @@ { "data": { "text/markdown": [ - "## Data Types" + "## Data Types" ], "text/plain": [ "" @@ -435,27 +407,27 @@ "text/html": [ "\n", - "\n", + "
\n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", "
Column Nameedvart Data TypeColumn Nameedvart Data Type
NamecategoricalNameunique
SurvivedbooleanSurvivedboolean
\n" ], "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -464,7 +436,7 @@ { "data": { "text/markdown": [ - "## Data Preview
" + "## Data Preview" ], "text/plain": [ "" @@ -670,28 +642,28 @@ " \n", " \n", " \n", - " 628\n", - " Bostandyeff, Mr. Guentcho\n", + " 825\n", + " Flynn, Mr. John\n", " 0\n", " \n", " \n", - " 760\n", - " Garfirth, Mr. John\n", + " 223\n", + " Nenkoff, Mr. Christo\n", " 0\n", " \n", " \n", - " 668\n", - " Cook, Mr. Jacob\n", - " 0\n", + " 387\n", + " Buss, Miss. Kate\n", + " 1\n", " \n", " \n", - " 852\n", - " Boulos, Miss. Nourelain\n", - " 0\n", + " 600\n", + " Jacobsohn, Mrs. Sidney Samuel (Amy Frances Chr...\n", + " 1\n", " \n", " \n", - " 43\n", - " Laroche, Miss. Simonne Marie Anne Andree\n", + " 106\n", + " Salkjelsvik, Miss. Anna Kristine\n", " 1\n", " \n", " \n", @@ -699,12 +671,12 @@ "" ], "text/plain": [ - " Name Survived\n", - "628 Bostandyeff, Mr. Guentcho 0\n", - "760 Garfirth, Mr. John 0\n", - "668 Cook, Mr. Jacob 0\n", - "852 Boulos, Miss. Nourelain 0\n", - "43 Laroche, Miss. Simonne Marie Anne Andree 1" + " Name Survived\n", + "825 Flynn, Mr. John 0\n", + "223 Nenkoff, Mr. Christo 0\n", + "387 Buss, Miss. Kate 1\n", + "600 Jacobsohn, Mrs. Sidney Samuel (Amy Frances Chr... 1\n", + "106 Salkjelsvik, Miss. Anna Kristine 1" ] }, "metadata": {}, @@ -713,7 +685,7 @@ { "data": { "text/markdown": [ - "## Missing Values" + "## Missing Values" ], "text/plain": [ "" @@ -732,7 +704,7 @@ { "data": { "text/markdown": [ - "## Rows With Missing Value" + "## Rows With Missing Value" ], "text/plain": [ "" @@ -751,7 +723,7 @@ { "data": { "text/markdown": [ - "## Constant Occurence" + "## Constant Occurence" ], "text/plain": [ "" @@ -764,38 +736,38 @@ "data": { "text/html": [ "\n", - "\n", + "
\n", " \n", " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", " \n", " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", " \n", " \n", "
Column Name\"0\" Count\"0\" %Column Name\"0\" Count\"0\" %
Survived54961.616Survived54961.616
Name00.000Name00.000
\n" ], "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -804,7 +776,7 @@ { "data": { "text/markdown": [ - "## Duplicate Rows
" + "## Duplicate Rows" ], "text/plain": [ "" @@ -823,7 +795,7 @@ { "data": { "text/markdown": [ - "# Univariate Analysis\n", + "# Univariate Analysis\n", "---" ], "text/plain": [ @@ -836,7 +808,7 @@ { "data": { "text/markdown": [ - "## *Name - categorical*" + "## *Name - unique*" ], "text/plain": [ "" @@ -847,63 +819,16 @@ }, { "data": { - "text/html": [ - "

Most frequent values

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
Braund, Mr. Owen Harris1 (0.11 %)
Boulos, Mr. Hanna1 (0.11 %)
Frolicher-Stehli, Mr. Maxmillian1 (0.11 %)
Gilinski, Mr. Eliezer1 (0.11 %)
Murdlin, Mr. Joseph1 (0.11 %)
Other values count886 (99.44 %)
Null0 (0.00 %)
" + "text/markdown": [ + "Each value in the column is unique." ], "text/plain": [ - "" + "" ] }, "metadata": {}, "output_type": "display_data" }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/michal/Datamole/edvart-fork/edvart/report_sections/univariate_analysis.py:187: UserWarning:\n", - "\n", - "Number of unique values is greater than 50, not plotting bar plot.\n", - "\n" - ] - }, { "data": { "text/markdown": [ @@ -1138,7 +1063,7 @@ { "data": { "text/markdown": [ - "# Bivariate analysis
\n", + "# Bivariate analysis\n", "---" ], "text/plain": [ @@ -1151,7 +1076,7 @@ { "data": { "text/markdown": [ - "## Correlation Plot" + "## Correlation Plot" ], "text/plain": [ "" @@ -1229,7 +1154,7 @@ { "data": { "text/markdown": [ - "## Pairplot" + "## Pairplot" ], "text/plain": [ "" @@ -1242,7 +1167,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/home/michal/.cache/pypoetry/virtualenvs/edvart-wpUo52om-py3.11/lib/python3.11/site-packages/seaborn/axisgrid.py:118: UserWarning:\n", + "/home/michal/.cache/pypoetry/virtualenvs/edvart-SwqqvSBN-py3.11/lib/python3.11/site-packages/seaborn/axisgrid.py:118: UserWarning:\n", "\n", "The figure layout has changed to tight\n", "\n" @@ -1261,7 +1186,7 @@ { "data": { "text/markdown": [ - "## Contingency table" + "## Contingency table" ], "text/plain": [ "" @@ -1573,7 +1498,7 @@ { "data": { "text/markdown": [ - "# Multivariate analysis\n", + "# Multivariate analysis\n", "---" ], "text/plain": [ @@ -1586,7 +1511,7 @@ { "data": { "text/markdown": [ - "## Principal Component Analysis" + "## Principal Component Analysis" ], "text/plain": [ "" @@ -2048,856 +1973,856 @@ ], "type": "scatter", "x": [ - -1.540691757618447, - -1.220716954666432, - 1.1655364888148512, - -1.8060193914217244, - -1.521849995369562, - -0.5120472867600437, - -1.6446752650531848, - -1.765796078669616, - -1.239824554806198, - -0.2582670825935466, - -1.6808563345558123, - 2.746100994644125, - 0.6303628368629944, - 0.20533212351664606, - 0.9228383654650018, - 0.883473715896346, - -1.4958210964714485, - -1.5456549441576297, - -1.1439916597365323, - -0.5162933914084948, - -1.4973322700378944, - -1.544001431698874, - -1.4952282765844922, - 1.592129272430894, - -1.3484295519696998, - -1.3468295951535052, - -1.4790293444727143, - 1.2867012534990503, - -1.594534451551396, - -1.5280687984986108, - -1.4766056282407747, - -0.4728371420590969, - -1.2430322286860418, - -0.02137022439031493, - -1.3658895429338092, - -1.4104357289284484, - -1.455443890884967, - 0.6074020799302028, - -1.0966948188677823, - -1.4230970895517232, - -1.321864487759075, - -1.5055225826882808, - 1.075604749719583, - -1.125624779834123, - -0.7234837612541393, - 1.3460362232469072, - -0.30794234758857375, - -1.3413805073783167, - 0.8781058551837858, - -1.2315775466315668, - -1.2541269492427842, - -1.3402147052534006, - -1.137516341243121, - 1.0498552394329175, - -1.5893281619300774, - -1.4581341763241755, - -1.5272287176954868, - -1.4901900982886984, - -1.4789702963541638, - -0.4807126646332632, - -0.4581734225627059, - 2.761498784315536, - -1.633708042746658, - -0.10596862458145484, - -0.2893801253583404, - 1.5498316975600053, - -1.0010601508782784, - -1.2333862532611561, - -1.5047896090477941, - -0.9274460188609011, - -0.5725998321468209, - -0.5909056345117312, - 0.8180109125533236, - -1.560804323765897, - 0.882670617099709, - -1.5253972834968985, - -0.7276960021885692, - -0.400245723432049, - -1.3568645491632423, - -0.02792621976632259, - -0.22570432512201222, - -0.04874787975456747, - -0.7721115021614929, - -0.8357573773999767, - 1.3264686169739954, - -1.2860428510116682, - -0.8314267666752937, - -1.3686151706499734, - -1.540697442163818, - -1.6386204728919875, - -0.47610375152888273, - -0.8059672114445525, - 1.1489577721135604, - -1.689256436250155, - -1.4654469917051378, - 1.018926120584521, - -1.489133685822387, - 0.8772333149768021, - -0.46134133207989514, - -1.2457339112432653, - -1.4764175763297216, - -0.9600043007158023, - -1.159030123366548, - -0.6805090175639766, - -0.9454346502746203, - -0.5776442927964461, - -1.3009224581201688, - -1.2113588003405587, - -0.9710349092299467, - -1.729570512755761, - -1.198764770775975, - -1.4055703823799897, - -1.4433666972268426, - -0.45318071720548336, - -0.10814460700105942, - -0.4784960152836667, - -0.5119150986262166, - -0.8466897696435676, - -1.4178956327744718, - -1.4701691232623941, - -0.6920819701131311, - -1.291927436505534, - 0.1423889429272708, - -0.5961979385501167, - -0.07400048663054572, - -0.6962647382178487, - -0.39426601691746505, - -0.4933332137825861, - -1.4374744370837678, - -1.2745736000453973, - 1.3309988929415704, - -1.3692295832249175, - 0.13102948162956563, - -1.2213432001163105, - 1.1140111706896463, - -1.2255345812860223, - -0.7410661448047389, - 1.5189579856589919, - 0.38847294547650024, - -0.34657130609324166, - -1.3118397854407071, - 0.7326685491768906, - -0.958504147611043, - -1.6037086059563535, - -0.5535737404404504, - -1.2996229957532093, - -1.5242019625539425, - -1.18905365793934, - -1.4189788375476564, - -0.31489742702201695, - -1.3669837994541647, - -1.3769469380257082, - -1.3937036517663803, - 1.3705245705299445, - -1.5604532796203932, - -0.3613827803636832, - -0.3347800352458789, - -1.2917173368568953, - 0.011755812316956629, - 0.06655098980879377, - -1.418185371328657, - -1.310051941730563, - -0.6398100416653449, - 0.819969811039929, - 2.089114374917656, - -1.517272395334652, - 0.8470677383283614, - 0.886535080061659, - -0.46350279892971696, - -0.5238693033253329, - -0.3014373718914867, - -0.9923323962786182, - -1.3698864044094432, - -1.5151425205779805, - -1.2850522829282713, - -1.2647825922477733, - -0.258006509819639, - -0.5321032308747903, - -0.329465797735119, - -0.7817150046118339, - -1.1476980663486973, - -1.2460940460161498, - -1.5430479511900927, - -1.4581121306491436, - 1.4998599337198177, - -1.7002496271793575, - 2.5826776315235094, - -1.4796568107400643, + -1.5406917576184542, + -1.2207169546664358, + 1.1655364888148467, + -1.8060193914217326, + -1.5218499953695648, + -0.5120472867600475, + -1.6446752650531873, + -1.7657960786696276, + -1.239824554806203, + -0.25826708259355025, + -1.6808563345558207, + 2.7461009946441157, + 0.6303628368629909, + 0.20533212351664185, + 0.9228383654649958, + 0.8834737158963399, + -1.4958210964714511, + -1.5456549441576368, + -1.1439916597365376, + -0.5162933914085003, + -1.4973322700378988, + -1.5440014316988853, + -1.4952282765844949, + 1.5921292724308902, + -1.3484295519697023, + -1.346829595153517, + -1.4790293444727167, + 1.2867012534990434, + -1.5945344515514044, + -1.5280687984986123, + -1.4766056282407813, + -0.47283714205910016, + -1.2430322286860542, + -0.021370224390317837, + -1.365889542933814, + -1.410435728928451, + -1.4554438908849694, + 0.6074020799301996, + -1.0966948188677854, + -1.4230970895517259, + -1.3218644877590777, + -1.505522582688283, + 1.0756047497195769, + -1.1256247798341266, + -0.723483761254143, + 1.3460362232469028, + -0.30794234758857886, + -1.3413805073783187, + 0.8781058551837835, + -1.2315775466315693, + -1.2541269492427913, + -1.3402147052534026, + -1.1375163412431237, + 1.0498552394329141, + -1.5893281619300812, + -1.458134176324178, + -1.5272287176954913, + -1.4901900982887002, + -1.4789702963541658, + -0.48071266463326656, + -0.4581734225627109, + 2.761498784315535, + -1.6337080427466677, + -0.1059686245814619, + -0.2893801253583453, + 1.5498316975600015, + -1.001060150878281, + -1.233386253261158, + -1.5047896090477964, + -0.9274460188609062, + -0.5725998321468233, + -0.5909056345117336, + 0.8180109125533184, + -1.5608043237658997, + 0.882670617099706, + -1.5253972834969003, + -0.7276960021885712, + -0.4002457234320529, + -1.3568645491632474, + -0.027926219766324485, + -0.22570432512201516, + -0.04874787975457062, + -0.772111502161496, + -0.8357573773999781, + 1.3264686169739928, + -1.2860428510116704, + -0.8314267666752958, + -1.368615170649975, + -1.5406974421638193, + -1.6386204728919969, + -0.4761037515288857, + -0.8059672114445545, + 1.148957772113557, + -1.6892564362501648, + -1.4654469917051396, + 1.0189261205845177, + -1.4891336858223903, + 0.8772333149767989, + -0.4613413320798976, + -1.245733911243268, + -1.4764175763297318, + -0.9600043007158063, + -1.15903012336655, + -0.6805090175639785, + -0.9454346502746219, + -0.5776442927964478, + -1.3009224581201708, + -1.2113588003405609, + -0.9710349092299494, + -1.7295705127557617, + -1.1987647707759788, + -1.405570382379991, + -1.443366697226844, + -0.45318071720548536, + -0.10814460700106401, + -0.47849601528366864, + -0.5119150986262186, + -0.8466897696435697, + -1.4178956327744732, + -1.4701691232623957, + -0.692081970113133, + -1.291927436505535, + 0.14238894292726764, + -0.5961979385501186, + -0.07400048663055026, + -0.6962647382178503, + -0.3942660169174672, + -0.49333321378258804, + -1.4374744370837687, + -1.274573600045399, + 1.3309988929415635, + -1.3692295832249193, + 0.13102948162956096, + -1.2213432001163131, + 1.1140111706896438, + -1.2255345812860257, + -0.7410661448047399, + 1.5189579856589865, + 0.38847294547649786, + -0.34657130609324327, + -1.3118397854407158, + 0.7326685491768888, + -0.9585041476110446, + -1.6037086059563626, + -0.5535737404404525, + -1.2996229957532102, + -1.5242019625539434, + -1.1890536579393414, + -1.418978837547658, + -0.3148974270220185, + -1.366983799454166, + -1.3769469380257089, + -1.393703651766381, + 1.3705245705299414, + -1.560453279620394, + -0.36138278036368715, + -0.33478003524588207, + -1.2917173368568962, + 0.011755812316952888, + 0.06655098980879184, + -1.4181853713286583, + -1.3100519417305634, + -0.6398100416653474, + 0.8199698110399272, + 2.0891143749176537, + -1.5172723953346576, + 0.8470677383283574, + 0.8865350800616569, + -0.4635027989297179, + -0.5238693033253338, + -0.3014373718914881, + -0.9923323962786196, + -1.369886404409444, + -1.515142520577983, + -1.2850522829282744, + -1.2647825922477742, + -0.25800650981964063, + -0.5321032308747924, + -0.3294657977351224, + -0.7817150046118349, + -1.1476980663486986, + -1.2460940460161505, + -1.5430479511900956, + -1.458112130649144, + 1.4998599337198166, + -1.7002496271793641, + 2.582677631523508, + -1.4796568107400645, -1.4594185763433503, - -1.1945176918747868, - -0.008990676191173153, - -1.4725850189193288, - -1.3687757413094201, - -1.3948660820745942, - -1.2122098820595426, - 0.05183316863398164, - -0.5781595171264051, - -1.3099512604098997, - -1.4396454666018097, - -1.2336317201484166, - -1.423906114922268, - -0.29002377879988017, - -0.806993962722029, - -1.4122571474717716, - -0.4053828300839279, - -1.2867162506728038, - -1.4096716558142661, - -1.2463252249086196, - -1.159364534803503, - -1.2990196011535582, - -1.494173397704625, - 1.1797780782327143, - -1.0470825270607023, - 4.016911498230613, - -0.4070008335138301, + -1.1945176918747875, + -0.008990676191173799, + -1.4725850189193388, + -1.3687757413094253, + -1.3948660820745946, + -1.2122098820595428, + 0.05183316863398044, + -0.578159517126406, + -1.3099512604099006, + -1.4396454666018124, + -1.2336317201484197, + -1.4239061149222683, + -0.29002377879988334, + -0.8069939627220303, + -1.4122571474717718, + -0.4053828300839286, + -1.2867162506728023, + -1.4096716558142663, + -1.2463252249086203, + -1.1593645348035053, + -1.2990196011535595, + -1.4941733977046254, + 1.179778078232711, + -1.047082527060706, + 4.016911498230608, + -0.40700083351383076, -1.4063299018874822, - -1.3714251902233774, - 0.0031932165863277667, - 0.5270696760347103, - 1.2221755622068173, - -1.1343625287226442, - 0.9876707016353574, - -0.031292622036090054, - -1.0633160381798124, - 1.042941332419836, + -1.3714251902233798, + 0.0031932165863254856, + 0.5270696760347092, + 1.2221755622068162, + -1.1343625287226446, + 0.9876707016353562, + -0.03129262203609103, + -1.0633160381798128, + 1.0429413324198344, -1.0446863775248003, - -1.3546294061311799, - -0.2734693886260731, - -1.2902570377948326, - -1.3784523354700777, - -1.2890688327826436, - -0.8062679474214697, - 1.1216642858579497, - -1.2088667503422297, + -1.354629406131179, + -0.2734693886260759, + -1.290257037794835, + -1.378452335470078, + -1.2890688327826538, + -0.8062679474214698, + 1.1216642858579484, + -1.20886675034223, -1.3985148269300631, - 1.0707789865632533, - 1.5972836200960463, - -1.3892667822541271, - 1.8819872462428262, - -1.330217621329276, - -1.46212237894448, + 1.0707789865632518, + 1.5972836200960447, + -1.389266782254127, + 1.8819872462428235, + -1.3302176213292762, + -1.4621223789444797, -1.3908403705546148, -1.0475408557664803, - 1.1162783689688145, - -1.0899277493530344, - -1.3299259262298977, - 0.9521647976773442, - -1.1628867362162245, - -1.3644192981015884, - -0.9913466990211249, + 1.116278368968812, + -1.0899277493530342, + -1.3299259262298972, + 0.9521647976773427, + -1.162886736216225, + -1.364419298101588, + -0.9913466990211253, -1.0190770519125092, - -0.5476216497831686, - -1.4327738675339388, - -1.1915963769391222, - 0.8368306307348137, - -1.393915125489018, - -1.3532821885169686, - 1.745320932274413, - 1.2168498144186117, - -0.9637701017741364, - -0.2960580031157328, - 1.1846587794595551, - -0.9914948921786667, - -0.406864653307797, - -1.2358629894052036, - -1.4145267437979432, - -0.7310726751316302, - -1.4716133896231365, - -1.3418577719571017, - 0.25656695344413744, - 0.8110486114577149, - -0.001442369534224105, + -0.5476216497831727, + -1.43277386753394, + -1.191596376939122, + 0.8368306307348132, + -1.3939151254890252, + -1.3532821885169763, + 1.7453209322744097, + 1.2168498144186102, + -0.9637701017741379, + -0.2960580031157325, + 1.1846587794595542, + -0.9914948921786665, + -0.40686465330779653, + -1.2358629894052073, + -1.4145267437979427, + -0.7310726751316281, + -1.4716133896231354, + -1.3418577719571008, + 0.25656695344413677, + 0.8110486114577147, + -0.0014423695342240539, -1.3471498140321736, - -1.0939692220586696, - -0.8497685288949032, - -0.1319282724012918, - -0.8534762190686075, - -0.8856743060443605, - -0.8992548656397, - -1.028139919388917, - -1.1830015557897533, - -0.3728505130450749, - -1.078489095426682, - -0.993165243140548, - -1.2214637396862704, - -0.46603139838451946, - -1.2181509021944668, - -1.3612813483236865, - -1.2729360077838865, - 1.2424451830278616, + -1.0939692220586685, + -0.849768528894903, + -0.131928272401294, + -0.8534762190686088, + -0.8856743060443603, + -0.8992548656396999, + -1.0281399193889187, + -1.1830015557897517, + -0.37285051304507444, + -1.078489095426681, + -0.9931652431405491, + -1.2214637396862718, + -0.46603139838451885, + -1.2181509021944683, + -1.361281348323685, + -1.2729360077838852, + 1.2424451830278604, 0.18156581393466642, - -1.258671579534254, - -0.7619679801188177, - -1.3604004075183254, - -1.1352949439290552, - -0.15533202969586646, - -0.1881337072898156, - -1.377517509372505, - -1.4999343420331905, - -1.3958739097992872, - -1.3483316046672846, - -1.4264521946040178, - 0.079371867605155, - -1.0122511675869468, - -0.4908235460026914, - 2.2250221077709322, - -0.9753468200920736, - 0.896323630487951, - -1.0527863636250057, - 0.2433025780432507, - -0.4485584860557598, - -0.9042993262893251, - 0.8095649751767968, - 0.4351211881750415, - -1.4106029788218568, - -1.27613197594982, - -0.024133674117032593, - -1.3530768081356204, - -1.14073782514339, - 0.577665999414021, - -0.016438113320332456, - -1.2543121834948292, - -1.3620043552034222, - -1.4073496306486497, - -1.2708840105956063, - 1.1766683019851536, - 0.10894300177975995, - -0.8775709461162629, - 1.8937660727211019, - -0.9215455230888727, - -1.2478374435029382, - -1.2630311029591625, - -1.289290962827549, - -0.017752638385924648, - -1.161289723091251, - 0.1080301977288244, - -1.3824123865803999, - -1.0973455960196015, - -1.475674793465618, - -0.2537025077949039, - 0.06972886500660688, - -1.3490616185026616, - -0.3430834347359393, - -1.302905292615515, - -1.4212688948708254, - -0.4733365141289516, - -0.47310335370396844, - -1.0955560385592542, + -1.2586715795342533, + -0.7619679801188171, + -1.3604004075183302, + -1.1352949439290538, + -0.15533202969586776, + -0.18813370728981302, + -1.3775175093725038, + -1.4999343420331954, + -1.3958739097992863, + -1.348331604667283, + -1.4264521946040165, + 0.07937186760515112, + -1.0122511675869474, + -0.49082354600269057, + 2.2250221077709327, + -0.9753468200920735, + 0.8963236304879507, + -1.0527863636250048, + 0.24330257804324693, + -0.4485584860557588, + -0.9042993262893245, + 0.8095649751767952, + 0.4351211881750412, + -1.4106029788218555, + -1.2761319759498186, + -0.02413367411703169, + -1.3530768081356186, + -1.1407378251433982, + 0.5776659994140194, + -0.016438113320332924, + -1.2543121834948363, + -1.3620043552034198, + -1.407349630648648, + -1.270884010595605, + 1.1766683019851538, + 0.10894300177976053, + -0.8775709461162622, + 1.8937660727211005, + -0.9215455230888714, + -1.2478374435029354, + -1.263031102959161, + -1.28929096282755, + -0.017752638385923534, + -1.1612897230912502, + 0.10803019772882436, + -1.3824123865803986, + -1.0973455960196, + -1.4756747934656185, + -0.25370250779490294, + 0.06972886500660781, + -1.3490616185026596, + -0.34308343473594016, + -1.3029052926155154, + -1.4212688948708228, + -0.47333651412895017, + -0.47310335370396683, + -1.0955560385592524, -0.2987441178756484, - 1.2137968054388917, + 1.2137968054388895, -1.2324853026854534, - 1.9027411180763045, - -1.2639410069466133, - 0.5968739432944634, - -1.1310177024234518, - -1.071218462161779, - -1.2901261912319533, - -1.1894958390144625, - -0.584768661673869, - -1.065113882502635, - -0.9328994597453445, - -1.430251477545418, - -1.1369207589105212, - -1.0996096117963752, - -1.2488205689738785, - -0.7813766220407824, - 0.19583868311743183, - -1.3875540789298177, - 0.6078555625709064, - -1.2515364101661006, - -1.2491661088908712, - -1.4648300613663732, - 1.4786224353565132, - -0.46229827212862806, - -1.240166837260577, - -0.13568235540346552, - -1.1453578446468506, - -0.9271108220132334, - -0.2355159946462147, - -1.1176935760181121, - 0.49487916796884335, - -1.3798258027240748, - -0.132651269878684, - -1.2163250735325977, - -0.7797171001660094, - -0.23923244190096543, - -1.3910951547141877, - -1.1227565076609414, - -1.275125061893876, - 0.0015530474597190615, - -0.8864223893438185, - -1.2970658406229012, - 0.47840984649504154, - -1.4645347041295445, - -1.271917882530149, - -1.3679204765176307, - -1.3029809230559934, - -1.3301288765148787, - -0.6162686667735795, - -1.0524260003474095, - -1.3819151927502602, - -0.8885726714664489, - -1.0258104520011369, - -0.04671129085402143, - -1.4228679955368753, - -0.23837300070696704, - -1.4340986210271454, - 0.07009265600907034, - -0.9309851997647058, - -0.5478153629501844, - -0.4225926101826195, - 0.8870860324339653, - -1.2022467566883208, - 0.4424969476327017, - -0.7655504670349668, - -1.3012100004897151, - -1.3420138516281688, - -1.0582827740987744, - -1.2522422224105976, - -0.36407726964188947, - -1.2282203676677816, - -0.28381061001968066, - -0.35686341601239036, - -1.0779421942272884 + 1.9027411180763019, + -1.2639410069466128, + 0.5968739432944626, + -1.1310177024234505, + -1.0712184621617773, + -1.2901261912319517, + -1.18949583901446, + -0.5847686616738677, + -1.0651138825026327, + -0.9328994597453434, + -1.4302514775454163, + -1.1369207589105192, + -1.0996096117963732, + -1.248820568973876, + -0.7813766220407814, + 0.195838683117433, + -1.3875540789298155, + 0.6078555625709077, + -1.2515364101660993, + -1.2491661088908694, + -1.4648300613663794, + 1.4786224353565136, + -0.4622982721286261, + -1.2401668372605743, + -0.13568235540346432, + -1.1453578446468486, + -0.9271108220132331, + -0.23551599464621284, + -1.1176935760181104, + 0.4948791679688445, + -1.3798258027240722, + -0.1326512698786826, + -1.2163250735325952, + -0.7797171001660073, + -0.23923244190096396, + -1.391095154714193, + -1.1227565076609387, + -1.2751250618938734, + 0.001553047459718854, + -0.886422389343817, + -1.2970658406229043, + 0.478409846495043, + -1.46453470412955, + -1.2719178825301467, + -1.367920476517628, + -1.3029809230559912, + -1.3301288765148755, + -0.6162686667735772, + -1.0524260003474073, + -1.3819151927502573, + -0.8885726714664469, + -1.0258104520011349, + -0.04671129085401907, + -1.42286799553688, + -0.23837300070696588, + -1.4340986210271442, + 0.07009265600906973, + -0.9309851997647083, + -0.5478153629501843, + -0.4225926101826175, + 0.8870860324339672, + -1.2022467566883177, + 0.442496947632703, + -0.7655504670349649, + -1.301210000489712, + -1.3420138516281659, + -1.058282774098772, + -1.2522422224105947, + -0.3640772696418872, + -1.228220367667779, + -0.2838106100196757, + -0.3568634160123882, + -1.0779421942272858 ], "y": [ - 0.29878296344772565, - -0.772606376427302, - -1.420087637503336, - 2.969509021267597, - -0.28570701602178045, - 3.169802696831528, - -0.0912702907128762, - 3.6473076032698364, - 0.0416946313043545, - -0.808242179109222, - 2.7666302821570183, - 3.861566912753009, - -1.0715895276635299, - -1.8901234934582583, - 0.1911561158977485, - -0.39078033720208294, - -0.3284295973597908, - 1.1067280813439384, - -0.2962804805464687, - 0.07245248419411308, - 0.4531783407954763, - 3.513714468030202, - -0.33508488631047045, - -1.090608873967266, - -0.5849016004512666, - 4.723949533461697, - -0.37372431006881274, - -0.3701971398738094, - 3.5763022936680002, - -0.27469342670006097, - 0.794468061835786, - -0.7940680308967951, - 4.555754766829357, - -0.17633215617905096, - 0.1683760020371224, - -0.47604545564468176, - -0.3744795282260069, - -0.6210923601331652, - 2.571564709252666, - -0.44735294118508395, - -0.6111264729445492, - -0.31826485640277075, - -0.5066504106232173, + 0.29878296344771627, + -0.7726063764273048, + -1.4200876375033404, + 2.9695090212675974, + -0.2857070160217824, + 3.1698026968315305, + -0.09127029071287811, + 3.6473076032698395, + 0.041694631304352706, + -0.808242179109225, + 2.7666302821570197, + 3.8615669127530103, + -1.0715895276635339, + -1.8901234934582631, + 0.1911561158977463, + -0.39078033720208616, + -0.3284295973597926, + 1.1067280813439386, + -0.296280480546471, + 0.07245248419411122, + 0.45317834079547514, + 3.5137144680302055, + -0.3350848863104723, + -1.0906088739672697, + -0.5849016004512689, + 4.7239495334617025, + -0.3737243100688145, + -0.37019713987381214, + 3.576302293668003, + -0.2746934267000625, + 0.7944680618357853, + -0.7940680308967976, + 4.55575476682936, + -0.17633215617905285, + 0.16837600203712125, + -0.4760454556446837, + -0.37447952822600883, + -0.6210923601331678, + 2.5715647092526686, + -0.4473529411850859, + -0.6111264729445516, + -0.31826485640277213, + -0.5066504106232197, 1.5186694450918234, - -1.5962542434116502, - -2.082503437291728, - -0.15901446836550956, - -0.583105689574624, - 0.3907323749064963, - -0.7445637443451881, - 0.4179495983258605, - -0.5851153417895671, - -0.9130643357514862, - -1.2326026172192215, - 0.5288573282314527, - -0.39124870084723096, - 0.32930457022964543, - -0.2023232957231872, - -0.36029430328732104, - -1.9787948706876175, - -0.023442869999611263, - 0.9864567710366481, - 4.281330271973074, - 1.1009869735105293, - -0.10250398016740639, - -0.6963626635279997, - -1.1540124142538388, - -0.758535204180759, - -0.3376497897327805, - -0.5413102418928201, - -0.580788709916606, - -0.5074275201067032, - -0.263881284975551, - -0.20085427418888002, - -0.38087424693639527, - -0.3110325500839553, - -0.3622573489964593, - 1.0234052780975764, - 2.7574946448588986, - 0.42445613317538755, - -1.142281111037456, - -1.4387056230728978, - -1.5019156473871698, - 0.34748329442141634, - -0.6762311956201935, - -0.6707301328880809, - -0.4296879026995137, - -0.5431735930735656, - -0.24585630838851702, - 3.663940319109274, - 2.2313994952311362, - -0.4109446117665019, - -1.7902503708987714, - 3.5196597440800135, - -0.3836062689806598, - -1.640020308955428, - 1.0282059670803403, - -1.4533375927437124, - -0.7618452507245813, - -0.9087285847262238, - 4.027751130458703, - 0.33559339082928924, - -0.8802720611069724, - -0.4076528235871842, - -0.41086390641356724, - -0.5742398684475697, - -0.6167005774667329, - -0.8259067877327328, - -1.1990641644178035, - 0.9013593534380808, - -0.0753856718808146, - -0.5000995757820614, - -0.4347321859423765, - -0.7759128162291823, - -0.46372377174917084, - -0.7886070263755056, - -0.6811052989832048, - -1.3830163372115427, - -0.4313198746109794, - -0.3917496621922624, - -0.38984992971446697, - -0.6689297544296652, - -1.729048256783853, - -0.5985900614405626, - -0.5408221416879017, - -0.43682618189604017, - -0.8873679305084055, - -0.7651771063009482, - -0.4477061610494427, - -0.7090913484992584, - 0.2640674625437911, - -0.5442614300213128, - -0.8727904400797066, + -1.5962542434116533, + -2.082503437291732, + -0.1590144683655116, + -0.5831056895746263, + 0.39073237490649493, + -0.7445637443451905, + 0.4179495983258595, + -0.5851153417895689, + -0.9130643357514888, + -1.232602617219225, + 0.5288573282314519, + -0.39124870084723273, + 0.32930457022964477, + -0.2023232957231885, + -0.3602943032873227, + -1.9787948706876208, + -0.023442869999612783, + 0.9864567710366476, + 4.2813302719730775, + 1.1009869735105289, + -0.10250398016740815, + -0.6963626635280028, + -1.1540124142538415, + -0.7585352041807608, + -0.33764978973278204, + -0.541310241892822, + -0.5807887099166078, + -0.507427520106705, + -0.26388128497555347, + -0.2008542741888812, + -0.38087424693639726, + -0.31103255008395664, + -0.36225734899646095, + 1.023405278097576, + 2.7574946448589013, + 0.424456133175387, + -1.1422811110374587, + -1.4387056230729007, + -1.5019156473871729, + 0.34748329442141596, + -0.6762311956201961, + -0.6707301328880828, + -0.4296879026995152, + -0.5431735930735674, + -0.245856308388518, + 3.6639403191092774, + 2.231399495231138, + -0.4109446117665034, + -1.7902503708987754, + 3.5196597440800157, + -0.3836062689806612, + -1.6400203089554315, + 1.0282059670803412, + -1.4533375927437158, + -0.7618452507245832, + -0.9087285847262259, + 4.027751130458707, + 0.33559339082928885, + -0.8802720611069743, + -0.4076528235871855, + -0.4108639064135685, + -0.5742398684475712, + -0.6167005774667341, + -0.8259067877327345, + -1.1990641644178066, + 0.9013593534380823, + -0.07538567188081557, + -0.5000995757820624, + -0.4347321859423776, + -0.775912816229184, + -0.4637237717491724, + -0.7886070263755073, + -0.6811052989832067, + -1.3830163372115452, + -0.4313198746109804, + -0.3917496621922633, + -0.3898499297144681, + -0.6689297544296665, + -1.7290482567838557, + -0.5985900614405639, + -0.5408221416879031, + -0.4368261818960412, + -0.8873679305084075, + -0.7651771063009498, + -0.4477061610494436, + -0.7090913484992598, + 0.26406746254378977, + -0.5442614300213139, + -0.8727904400797091, 0.6489698014281472, - -1.88446869190486, - -0.027899499425848944, - 0.31404696335889504, - -0.028457445680789326, - -1.2792563849119576, - -1.0031417483327532, - 3.1328286099750073, - -0.39651666929881735, - -1.209908574851762, - 3.3786302258903462, - -1.8650027018896236, - -0.6560262026769675, - -0.2575670306322537, - -0.817680946645852, - -0.46222076083372, - -1.0042253741794733, - -0.5260563107584731, - -0.5303829144612312, - -0.5175913750090653, - 2.5534978132365715, - -0.40270258473780074, - -0.12054675188765909, - 0.6833473540753282, - -0.6687168739311959, - 0.12810831146216897, - -1.5977842176237282, - -0.47814067378514535, - -0.6392579972118095, - -1.7590152108443944, - -1.3690744631156415, - 0.05613658811439361, - 1.0535072411888922, - -0.02694469258660448, - -1.3271613895604057, - -0.7624132028481208, - -0.6647921725012234, - -1.0246116258404612, - -1.1374733773667804, - -0.5147496316222693, - 1.0525165825891467, - 0.10227124428387427, - -0.678999796129966, - -1.0951853621259031, - 2.3171985210508126, - -0.09387090495923635, - -0.5503214317746644, - -0.9210124564555662, - -0.7576221058259954, - 0.2772619870914357, - -0.3977276552343812, - -0.17746428933287348, - 2.7893262284274845, - 1.3027568829102172, - -0.4494200015493608, - -0.4016722573590244, - -0.8270272544615264, - -0.2041134240445967, - 4.9192614812373785, - 0.5962625131148015, - -0.5060405537760246, - -0.8002711644105428, - -1.3191874790121734, - -0.6318323338273976, - -0.6381038799241181, - 0.18047235194264472, - -0.02386868809638738, - -0.44074450593865583, - -0.3025704388968049, - -1.4582054540200529, - -0.4786768807322844, - -0.8583085570418452, - 1.2768275067221495, - -0.4840734907176427, - -0.7452871639409521, - 0.62870722379162, - 0.978955604892096, - -0.3607013439008, - -0.7965042471790061, - 2.249244903675649, - 2.2625741872654643, - -0.9097060440962929, - -0.45217125212062276, - 0.02526609862943803, - 0.9749140342428685, - -0.9143408708827016, - -2.0644854630644205, - -0.923614268609797, - -1.429608321588524, - -1.4645331917156488, - -1.0600323224302894, - -1.7748378155676376, - -1.0558116103582085, - -0.5293954425549043, - -0.3311075003489956, - -0.12249798471415863, - -0.5405318695678016, - 4.620085457490087, - -1.4548439321252835, - -1.8352689543186267, - -0.8037691095173076, - -0.5141964592729006, - -1.7359652049473988, - -2.1809910158771544, - -0.512111809805581, - 1.7212004281400692, - -0.6131899603734299, - -0.38130686767567534, - -0.5161592382051083, + -1.8844686919048645, + -0.027899499425849458, + 0.3140469633588951, + -0.02845744568079055, + -1.2792563849119607, + -1.0031417483327552, + 3.13282860997501, + -0.39651666929881846, + -1.2099085748517635, + 3.37863022589035, + -1.8650027018896262, + -0.6560262026769685, + -0.2575670306322543, + -0.8176809466458531, + -0.4622207608337208, + -1.0042253741794753, + -0.5260563107584738, + -0.5303829144612318, + -0.5175913750090662, + 2.5534978132365733, + -0.40270258473780096, + -0.12054675188765977, + 0.6833473540753285, + -0.6687168739311966, + 0.12810831146216867, + -1.5977842176237307, + -0.4781406737851457, + -0.63925799721181, + -1.759015210844397, + -1.369074463115644, + 0.05613658811439313, + 1.053507241188894, + -0.02694469258660502, + -1.3271613895604075, + -0.762413202848122, + -0.6647921725012242, + -1.0246116258404623, + -1.1374733773667816, + -0.5147496316222695, + 1.0525165825891483, + 0.1022712442838746, + -0.6789997961299665, + -1.0951853621259051, + 2.3171985210508166, + -0.09387090495923661, + -0.550321431774665, + -0.9210124564555673, + -0.757622105825996, + 0.27726198709143673, + -0.3977276552343811, + -0.17746428933287423, + 2.789326228427488, + 1.3027568829102187, + -0.44942000154936074, + -0.40167225735902434, + -0.827027254461527, + -0.20411342404459681, + 4.919261481237386, + 0.5962625131148027, + -0.5060405537760247, + -0.8002711644105431, + -1.3191874790121754, + -0.631832333827398, + -0.6381038799241182, + 0.18047235194264533, + -0.02386868809638693, + -0.4407445059386558, + -0.3025704388968051, + -1.4582054540200537, + -0.4786768807322845, + -0.8583085570418459, + 1.2768275067221515, + -0.4840734907176428, + -0.7452871639409525, + 0.6287072237916218, + 0.9789556048920977, + -0.3607013439007996, + -0.7965042471790077, + 2.249244903675652, + 2.2625741872654666, + -0.9097060440962936, + -0.45217125212062254, + 0.02526609862943853, + 0.9749140342428704, + -0.9143408708827023, + -2.064485463064424, + -0.9236142686097973, + -1.4296083215885256, + -1.46453319171565, + -1.06003232243029, + -1.7748378155676396, + -1.055811610358209, + -0.529395442554904, + -0.3311075003489955, + -0.12249798471415792, + -0.5405318695678014, + 4.620085457490094, + -1.4548439321252842, + -1.835268954318629, + -0.8037691095173078, + -0.5141964592729001, + -1.7359652049474001, + -2.180991015877158, + -0.5121118098055806, + 1.7212004281400715, + -0.6131899603734295, + -0.38130686767567473, + -0.5161592382051078, -1.0321944920998434, - 0.4385286425481596, - -0.6869226646927007, - -0.6204528323168658, - -1.4693338130853217, - -0.882211826240029, - -0.5562724844930526, + 0.43852864254816076, + -0.6869226646927005, + -0.6204528323168654, + -1.4693338130853226, + -0.8822118262400288, + -0.5562724844930521, -1.1629548139710943, - -1.1144293409809296, - 1.282818064780532, - 0.914820462324608, - -0.8197386661601274, - -1.4431534932376022, - 3.8829953831888173, - 3.8172448122192377, - -0.6329046943673554, - -2.0698451302745577, - 0.440286754448128, - -0.7602726822298059, - -2.0062536161304068, - -1.1604874669519132, - -0.8487813748079347, - 0.7241600799306177, - -0.4763363936376537, - 1.9170389737285962, - -0.3808946439281923, - -0.4527903562410164, - -1.6549391730714278, - -1.1121406744264406, - -1.4730702139492375, - -0.5825675917098049, - -1.0119421881893267, + -1.1144293409809298, + 1.2828180647805345, + 0.9148204623246102, + -0.819738666160127, + -1.4431534932376036, + 3.8829953831888235, + 3.8172448122192444, + -0.6329046943673557, + -2.06984513027456, + 0.44028675444813004, + -0.7602726822298058, + -2.0062536161304085, + -1.1604874669519136, + -0.8487813748079345, + 0.7241600799306199, + -0.47633639363765257, + 1.9170389737286004, + -0.3808946439281913, + -0.4527903562410152, + -1.6549391730714285, + -1.1121406744264413, + -1.4730702139492389, + -0.582567591709804, + -1.0119421881893265, -1.4043237608604286, - -0.45599299843475305, - 0.33828287269594587, - -1.5015016733182984, - -1.3074315941471317, - -0.3676871149850545, - -0.8518311342534467, - 2.9298502223673335, - -1.0177839466503482, - 0.3550887267150482, - -0.04350489962051796, - -0.8186819225177643, - -0.0841542705409372, - -0.5647661723360013, - -0.5312527068814779, - -1.977978832192309, - -1.82679021943943, - -0.7299763229460142, - -1.5515016645750563, - 3.1834284094050322, - -0.9291175869806308, - 0.3903766215363954, - 2.239542675458985, - -0.5389246696035123, - 3.408933207704191, - -0.5084908290767416, - -0.5740402873512597, - -0.48374468618783495, - 0.7879312257217417, - 0.40848257517399866, - -0.726051621516042, - -0.22749586419363607, - -1.2034395458584586, - -1.5631041811637874, - -1.0724323114817116, - 0.5225173591854929, - -0.7946157055865414, - -1.3008827526780955, - -0.2869905760465839, - -2.277654327581156, - -0.4879693482203548, - -0.6996232713510401, - 3.5026665376844237, - -0.5501675779045987, - 4.375121976246923, - -0.5236279967288362, - 1.2967581078617836, - 3.029366464446385, - -0.515612786224838, - -0.4931088925185032, - -0.7261865160846633, - -1.9967733071792315, - -1.6864218100445072, - -1.3448111253450714, - 0.02278799761934157, - -1.2823134965455891, - 0.19522886471818626, - -0.7280806070652484, - -0.11238824405803828, - -1.2142618136095944, - -0.8556339029348026, - -1.6961150139589691, - -0.5372350175776136, - -0.9957690916612836, - 0.1715573799845284, - -1.111192692763561, - -1.6343837474192757, - -0.5697641781379964, - -0.11775983463568104, - -0.08947098085898664, - -0.23646223709828326, - -0.7561964047401869, - -0.7565983351831755, - -0.8209243880279276, - 1.2647316728846247, - -0.3680618891469355, - -0.028799494910490855, - -0.8463055054934353, - 0.9150368821886834, - 0.07867697909773054, - -0.9425811906992348, - -1.001937783312917, - -0.6821946675297034, - -0.8471833652746816, - -0.6086407105484714, - -1.0429876101774114, - -1.2767182155201495, - -0.45839251711974954, - -0.933478778541382, - -0.9807748760876461, - -0.7151036489170538, - -1.5064585250072888, - -1.8930812084571755, - -0.5282652187940986, - -1.0050492320660915, - -0.7634819703208133, - -0.7630612905647305, - 3.1413733101458536, - -1.3609640806714831, - -0.497318465650821, - -0.7640224562188268, - -1.3039052164182057, - -0.9317435391007624, - 0.45233498390604354, - -1.1425432673166718, - -0.9649864692317124, - -1.4648302951914725, - -0.5410241666948501, + -0.45599299843475233, + 0.3382828726959479, + -1.501501673318299, + -1.3074315941471322, + -0.36768711498505335, + -0.8518311342534457, + 2.9298502223673393, + -1.0177839466503478, + 0.3550887267150503, + -0.043504899620516256, + -0.8186819225177636, + -0.08415427054093556, + -0.564766172336, + -0.5312527068814764, + -1.9779788321923104, + -1.8267902194394317, + -0.7299763229460132, + -1.5515016645750568, + 3.183428409405038, + -0.9291175869806303, + 0.39037662153639746, + 2.2395426754589898, + -0.5389246696035108, + 3.4089332077041967, + -0.5084908290767401, + -0.5740402873512583, + -0.4837446861878333, + 0.7879312257217441, + 0.4084825751740012, + -0.726051621516041, + -0.22749586419363557, + -1.2034395458584581, + -1.5631041811637878, + -1.072432311481711, + 0.522517359185495, + -0.7946157055865405, + -1.3008827526780948, + -0.28699057604658296, + -2.2776543275811574, + -0.4879693482203531, + -0.699623271351039, + 3.5026665376844304, + -0.5501675779045969, + 4.375121976246931, + -0.5236279967288356, + 1.2967581078617871, + 3.0293664644463907, + -0.5156127862248361, + -0.49310889251850143, + -0.726186516084662, + -1.9967733071792326, + -1.6864218100445074, + -1.344811125345071, + 0.02278799761934269, + -1.282313496545589, + 0.19522886471818887, + -0.728080607065247, + -0.11238824405803645, + -1.214261813609594, + -0.8556339029348013, + -1.6961150139589687, + -0.5372350175776119, + -0.9957690916612826, + 0.17155737998453077, + -1.1111926927635603, + -1.6343837474192753, + -0.5697641781379944, + -0.11775983463567911, + -0.08947098085898464, + -0.23646223709828076, + -0.7561964047401855, + -0.7565983351831741, + -0.8209243880279259, + 1.2647316728846287, + -0.36806188914693394, + -0.02879949491048847, + -0.8463055054934346, + 0.9150368821886868, + 0.07867697909773254, + -0.9425811906992332, + -1.0019377833129157, + -0.6821946675297014, + -0.8471833652746799, + -0.6086407105484696, + -1.0429876101774098, + -1.2767182155201484, + -0.4583925171197474, + -0.9334787785413804, + -0.9807748760876448, + -0.7151036489170517, + -1.5064585250072882, + -1.8930812084571762, + -0.5282652187940964, + -1.0050492320660906, + -0.7634819703208113, + -0.7630612905647285, + 3.14137331014586, + -1.360964080671483, + -0.4973184656508189, + -0.7640224562188244, + -1.3039052164182048, + -0.9317435391007609, + 0.452334983906047, + -1.142543267316671, + -0.9649864692317108, + -1.4648302951914722, + -0.5410241666948477, -1.309130312177057, - -0.8031618018932011, - -1.1614414039470413, - -1.1903233803842224, - 3.8716932634858043, - -0.9511355940632393, - -0.7073961843489208, - 0.36226171481271224, - -1.3677532007189561, - 3.0763969571888454, - -1.4385868620159952, - 3.365991906473503, - -0.714520205890198, - -0.5497169368829798, - -0.6470527775730265, - -0.6190195541907612, - -0.5811672782282797, - -1.1001211526931025, - -0.5195709400637537, - -1.3414066463214604, - -1.1120679723301758, - -0.21695054240217188, - 3.922170477621817, - -2.3884710409308894, - 1.0805699672839952, - -0.7892151554548565, - 0.008825130592886305, - -0.10015854193265565, - -0.8415236130349888, - -1.0202616896560814, - -0.8272434901492557, - -1.2747465278721646, - -1.5100683760983509, - -0.6255887017864694, - -0.6013367614071086, - -1.0603849668651977, - -0.6905894790582072, - -0.9901401999933455, - -0.8036750146196733, - 2.1621703954289364, - -0.9483890435706238, - -1.031927703423923 + -0.8031618018931991, + -1.1614414039470393, + -1.1903233803842213, + 3.8716932634858114, + -0.9511355940632372, + -0.7073961843489184, + 0.36226171481271546, + -1.3677532007189548, + 3.076396957188852, + -1.438586862015994, + 3.3659919064735093, + -0.714520205890196, + -0.5497169368829772, + -0.6470527775730242, + -0.6190195541907585, + -0.5811672782282775, + -1.1001211526931007, + -0.5195709400637509, + -1.3414066463214596, + -1.1120679723301745, + -0.2169505424021691, + 3.9221704776218256, + -2.388471040930889, + 1.0805699672839997, + -0.7892151554548549, + 0.008825130592889065, + -0.1001585419326528, + -0.8415236130349869, + -1.02026168965608, + -0.8272434901492534, + -1.2747465278721632, + -1.5100683760983498, + -0.6255887017864667, + -0.6013367614071055, + -1.0603849668651957, + -0.6905894790582046, + -0.9901401999933437, + -0.8036750146196708, + 2.1621703954289426, + -0.948389043570622, + -1.0319277034239207 ] }, { @@ -3200,588 +3125,588 @@ ], "type": "scatter", "x": [ - 1.8430955630645847, - -0.5620247690855976, - 1.5886608529825075, - -0.3359464772938633, - 0.1528680274821966, - -0.8735867751845209, - 1.8193131690985618, - 0.8800010521638656, - 0.42514524821587296, - -0.7784468812118218, - 1.3117514990409063, - 0.3140461057184833, - -0.8082502676487209, - 0.23176856574672747, - -0.6941206544057444, - 2.135378792529381, - 0.4226260454185327, - 0.1439930549062736, - 0.1278910074373903, - 1.9981243171054663, - 0.3079237653443695, - -0.7498188806600985, - 0.094975315200174, - 0.10957286244562911, - -0.4146519089246533, - -0.46617544649563786, - 0.0697219937116712, - -0.4602741805917437, - 3.6834165475862304, - 1.61078973187366, - 0.6350538914614466, - -0.6417140949241029, - 0.4186277791538598, - -0.8285982476472321, - -0.5816496046497586, - 0.44127887941718863, - 1.2280091982489467, - -0.6122850213510348, - -0.5329929302391649, - -0.5096303726037474, - 1.5048270557157375, - -0.7301653958784802, - 0.6083727240456093, - -0.56258135087879, - -0.9558985610131809, - 0.06345738198782477, - -0.643122187794925, - 1.5977508563396765, - 0.4241495834909675, - -0.7077751044096787, - 0.015169657813860446, - 1.591693913578369, - 3.144187174879294, - -0.6751897563958553, - -0.3981534195350276, - -0.7178626025183585, - 1.5494323282396287, - 0.5751312512460774, - 2.2003035633027586, - -0.4919285498656642, - 1.8739053771117835, - -0.7118589661431903, - 2.0950914585948905, - 0.14323055060635134, - 1.9661665360848959, - -0.7030327338257127, - 0.26209288224829846, - 0.4620656739226707, - 1.7654509242796717, - -0.19401111704275173, - 1.9516817318469235, - 6.603199226378717, - 1.0278480450139682, - -0.7369040184732485, - -0.5699350506714389, - 3.3204830871133897, - 2.5805030110014924, - -0.6041887092296758, - 0.7796230584439384, - 2.4833058022252863, - -0.14673583429264134, - -0.6365701945486498, - -0.3981776711005495, - 0.6489981878746506, - -0.5777772784535216, - 1.7968308352553042, - 1.738447341899569, + 1.843095563064583, + -0.5620247690856007, + 1.5886608529825046, + -0.3359464772938618, + 0.15286802748219502, + -0.8735867751845217, + 1.819313169098562, + 0.8800010521638653, + 0.4251452482158733, + -0.7784468812118207, + 1.3117514990409065, + 0.3140461057184828, + -0.8082502676487222, + 0.23176856574672694, + -0.6941206544057432, + 2.135378792529378, + 0.4226260454185312, + 0.14399305490627462, + 0.12789100743738985, + 1.998124317105466, + 0.3079237653443702, + -0.7498188806601048, + 0.09497531520017506, + 0.10957286244563154, + -0.41465190892465204, + -0.4661754464956367, + 0.06972199371167244, + -0.4602741805917493, + 3.683416547586226, + 1.610789731873661, + 0.635053891461448, + -0.6417140949241015, + 0.4186277791538606, + -0.8285982476472327, + -0.5816496046497569, + 0.44127887941718735, + 1.2280091982489487, + -0.6122850213510331, + -0.5329929302391656, + -0.5096303726037459, + 1.5048270557157362, + -0.7301653958784784, + 0.60837272404561, + -0.5625813508787875, + -0.9558985610131802, + 0.06345738198782266, + -0.6431221877949216, + 1.5977508563396772, + 0.4241495834909688, + -0.7077751044096788, + 0.015169657813860923, + 1.5916939135783699, + 3.1441871748792942, + -0.6751897563958531, + -0.39815341953502553, + -0.7178626025183562, + 1.5494323282396296, + 0.575131251246079, + 2.2003035633027577, + -0.4919285498656622, + 1.873905377111784, + -0.7118589661431878, + 2.095091458594889, + 0.14323055060635329, + 1.966166536084894, + -0.7030327338257182, + 0.2620928822483019, + 0.46206567392267356, + 1.7654509242796712, + -0.1940111170427489, + 1.9516817318469248, + 6.603199226378714, + 1.0278480450139702, + -0.736904018473254, + -0.5699350506714385, + 3.3204830871133906, + 2.580503011001494, + -0.6041887092296733, + 0.7796230584439409, + 2.4833058022252836, + -0.1467358342926409, + -0.636570194548647, + -0.398177671100547, + 0.6489981878746525, + -0.5777772784535186, + 1.7968308352553062, + 1.7384473418995678, 4.171191130273353, - 2.1928671885183926, - 1.8922059304726069, - 1.6478212506736887, - 1.8071314868334896, - 3.675628366127965, - -0.489802103926848, - 0.3829477958214489, - 2.993704281408607, - 2.718253562704766, - 0.40758127527838206, - 0.46133550301250165, - 2.6137598830740845, - 0.5368921148077975, - -0.21317195789350757, - 1.4660042608172237, - 2.7054471409136256, - -0.09854927606271609, - 0.029244352012857387, - 3.7626060233805116, - 0.2986903431750991, - 0.6221217159766104, - -0.8235270032147196, - 1.5616640718276942, - 2.4149836432545437, - 1.6728022566826364, - 1.4972545598611229, - -0.5628351736055996, - 3.729710565432385, - -0.724930734415606, + 2.192867188518393, + 1.8922059304726067, + 1.6478212506736905, + 1.8071314868334916, + 3.675628366127963, + -0.4898021039268453, + 0.38294779582144906, + 2.99370428140861, + 2.7182535627047657, + 0.4075812752783844, + 0.46133550301250253, + 2.6137598830740862, + 0.5368921148077996, + -0.21317195789350674, + 1.466004260817226, + 2.7054471409136274, + -0.09854927606271384, + 0.02924435201285904, + 3.7626060233805076, + 0.29869034317510185, + 0.6221217159766121, + -0.823527003214718, + 1.5616640718276973, + 2.414983643254543, + 1.6728022566826384, + 1.4972545598611235, + -0.5628351736055967, + 3.7297105654323874, + -0.7249307344156014, 1.6655075397997656, - 0.5508817403067892, - 0.15686447970839598, - 2.5841639361511, - -0.573705398124062, + 0.5508817403067918, + 0.15686447970839915, + 2.5841639361511004, + -0.5737053981240586, 2.080207012761504, - -0.2470621082156093, - 0.38834056273039225, - -0.20662837238635992, - -0.012405367061174406, - 2.037926177124067, - -0.10236468506893018, - 0.7628180466976504, - 0.36447506015176695, - 0.4893949956637325, - 0.35572421192208536, - -0.3399302249451741, - 1.3110107389605323, - 0.7735923940430934, - 2.150258613257619, - 0.5410885451564227, - 0.9238270163359039, - 0.4023396179175845, - 1.5909154592280341, - 0.2545961007320912, - 1.4361737958264447, - -0.7718204338775849, - 1.8424466373923758, - 2.361111713056651, - -0.39611545431175016, - 0.8235203056819757, - 1.722003317180688, - -0.8527735901154531, - 0.7900162950393576, - 0.3167948613551167, - -0.8038899321278665, - 0.3152862447697119, - 1.9046466335625234, - 2.095579825119889, - -0.6694520536508912, - 2.3563307328758567, - 1.7264739209883109, - 0.827138817344295, - 0.07520077042666708, - -0.384849606617504, - 1.48892400263147, + -0.2470621082156052, + 0.3883405627303951, + -0.20662837238635723, + -0.012405367061172484, + 2.0379261771240667, + -0.10236468506892728, + 0.7628180466976513, + 0.3644750601517707, + 0.48939499566373323, + 0.35572421192208864, + -0.3399302249451707, + 1.311010738960535, + 0.7735923940430938, + 2.1502586132576194, + 0.5410885451564225, + 0.9238270163359047, + 0.4023396179175877, + 1.5909154592280377, + 0.2545961007320953, + 1.4361737958264478, + -0.771820433877585, + 1.8424466373923776, + 2.3611117130566512, + -0.3961154543117466, + 0.8235203056819784, + 1.7220033171806906, + -0.8527735901154532, + 0.7900162950393588, + 0.3167948613551201, + -0.8038899321278615, + 0.31528624476971473, + 1.9046466335625243, + 2.0955798251198896, + -0.6694520536508887, + 2.356330732875856, + 1.7264739209883149, + 0.8271388173442992, + 0.07520077042667099, + -0.38484960661750006, + 1.488924002631473, 2.158690483703833, - 0.5138453979544733, - 0.6724448609504505, - 2.087802853376135, - 2.0768342549228875, - 0.8393752145808331, - 0.0735448327596651, - 0.31137480061975836, - 2.229879308048036, - 1.6306593042273756, - 2.1434335418833297, - 0.5974743184808985, - 0.33557525219991946, - 0.31404553117629824, - 2.188148417299236, - -0.5218329209898548, - -0.5157226232266934, - 1.8359401081624989, - 2.1676681378220883, - -0.1768035321493647, - -0.30938002633991785, - 1.0920329325624896, - 2.019479523550993, - 1.503982198555585, - 0.5545492840815475, - 1.8332144619204471, - -0.3062918742290985, - 0.5925431013050154, - 2.5067806341867374, - 1.882759113857146, - 2.593818876977738, - 2.3380811967021935, - 2.0513406008207764, - 0.49705425848228074, - 1.49297987082234, - 1.374288777701396, - 0.7473020830593606, - 2.951294555099528, - 1.0396017247085871, - 0.2254818316761143, - 1.8683209561565313, - -0.41793449310223296, - 1.764878014626153, - 2.4449026938476406, - 1.4811172296936408, - 0.4471064195143584, - 1.7362218922780661, - -0.8119705157433935, - 2.2534430362708835, - 2.0228404758893457, - -0.475776778036284, - 0.4407933941006273, - 2.857684003441114, - -0.5767669476830889, - 1.012697201917595, - 0.5165661804843189, - -0.5457592990718688, - 6.806657901579712, - 1.8855342081212534, - 3.1684835638095072, - 1.7097167584316408, - -0.7019938482438702, - 3.2716295325670504, - 1.5127914346797615, - 0.8124017624638427, - 1.6555896151443918, - 2.5903430388687876, - 1.5407778973853483, - 2.0048158671751675, - 3.7272529151326075, - 0.41931142546136513, - 0.32133984665440196, - 1.5951704132071292, - 0.4505242778592596, - 3.3757433290537415, - 6.714883069945667, - 3.83672017411632, - -0.28802029238040383, - 0.5136201636595426, - 0.1331827900493355, - -0.6576671738911984, - 1.556808342346043, - -0.023745521912093743, - 2.129327930009087, - -0.513457288757577, - 2.671132774669833, - 2.355155751184657, - 1.3189695499446563, - -0.7569031391247061, - 3.7550648737169183, - -0.6506596190226106, - 1.4481359212756506, - -0.5454124063516675, - -0.6262822773851268, - 1.8139114230494102, - -0.2675598203225847, - 0.7251994939253763, - 2.175228824405853, - -0.8005554314960419, - -0.36498163901421543, - 1.7361883789718988, - 2.639351720603191, - -0.34298578586554573, - -0.21668196954821542, - 0.373174515732264, - 2.661988842057353, - -0.5692926583063929, - 0.042620895578134435, - 2.2697422317670335, - 0.2731098798873369, - 1.4950239945186627, - 1.389648487083911, - -0.4244126561956532, - 3.268949727574325, - 1.8751676707196168, - -0.026440185827938806, - 1.8091001228247676, - 0.7835317530899557, - 0.4420430790756108, - -0.7327860799792931, - 2.1127087517795338, - 0.572479457553739, - -0.588154482059996, - 2.6712944414115225, - 0.6676434620902093, - 1.2726317383828114, - 1.4144972771475084 + 0.5138453979544766, + 0.6724448609504516, + 2.0878028533761386, + 2.0768342549228906, + 0.8393752145808363, + 0.07354483275966783, + 0.31137480061976325, + 2.229879308048039, + 1.6306593042273796, + 2.1434335418833337, + 0.5974743184808999, + 0.3355752521999212, + 0.3140455311763011, + 2.1881484172992405, + -0.5218329209898502, + -0.515722623226689, + 1.8359401081625, + 2.167668137822089, + -0.17680353214936304, + -0.3093800263399136, + 1.0920329325624922, + 2.0194795235509906, + 1.5039821985555886, + 0.5545492840815514, + 1.833214461920448, + -0.30629187422909443, + 0.592543101305018, + 2.5067806341867382, + 1.8827591138571498, + 2.5938188769777395, + 2.338081196702194, + 2.0513406008207773, + 0.4970542584822807, + 1.4929798708223434, + 1.3742887777014001, + 0.7473020830593636, + 2.9512945550995315, + 1.0396017247085898, + 0.22548183167611538, + 1.8683209561565328, + -0.4179344931022301, + 1.7648780146261562, + 2.444902693847644, + 1.4811172296936446, + 0.44710641951436275, + 1.73622189227807, + -0.8119705157433924, + 2.253443036270885, + 2.022840475889349, + -0.47577677803627905, + 0.44079339410063234, + 2.8576840034411126, + -0.5767669476830865, + 1.0126972019175973, + 0.5165661804843235, + -0.5457592990718636, + 6.806657901579716, + 1.885534208121257, + 3.168483563809511, + 1.709716758431643, + -0.7019938482438639, + 3.2716295325670526, + 1.5127914346797655, + 0.8124017624638471, + 1.6555896151443956, + 2.590343038868791, + 1.5407778973853525, + 2.004815867175169, + 3.7272529151326115, + 0.41931142546136985, + 0.3213398466544079, + 1.5951704132071316, + 0.45052427785925714, + 3.375743329053745, + 6.714883069945669, + 3.8367201741163215, + -0.2880202923803986, + 0.5136201636595474, + 0.13318279004933922, + -0.6576671738911922, + 1.5568083423460461, + -0.02374552191208953, + 2.129327930009092, + -0.5134572887575716, + 2.6711327746698355, + 2.355155751184659, + 1.3189695499446603, + -0.7569031391246998, + 3.755064873716922, + -0.6506596190226047, + 1.4481359212756528, + -0.5454124063516618, + -0.6262822773851215, + 1.8139114230494147, + -0.2675598203225789, + 0.7251994939253799, + 2.175228824405857, + -0.8005554314960347, + -0.3649816390142096, + 1.7361883789719008, + 2.639351720603194, + -0.34298578586553957, + -0.21668196954820929, + 0.3731745157322712, + 2.661988842057357, + -0.5692926583063891, + 0.04262089557813881, + 2.269742231767037, + 0.27310987988734287, + 1.4950239945186679, + 1.389648487083917, + -0.4244126561956465, + 3.268949727574327, + 1.8751676707196212, + -0.02644018582793113, + 1.809100122824773, + 0.783531753089961, + 0.44204307907561446, + -0.7327860799792884, + 2.1127087517795364, + 0.5724794575537424, + -0.5881544820599893, + 2.6712944414115274, + 0.6676434620902156, + 1.2726317383828165, + 1.414497277147514 ], "y": [ - 0.1452850384121457, - -0.16585850130541852, - 0.16771529815218525, - 1.145408386663856, - 0.8597783480019425, - 1.9007374635949936, - -1.344516910850754, - -1.1884601788730802, - -0.5170501889878794, - 0.18594899264477988, - -0.33229866185931384, - 3.510505833256612, - 0.8733095671763684, - 2.586021761293636, - 0.04579228419654577, - -0.21223167266090873, - 0.3352351965691156, - -0.11663421855803242, - 2.4577639592972282, - -0.4912844520324614, - -0.38204808509428134, - 4.0280634431151565, - -0.19106923749509344, + 0.1452850384121408, + -0.16585850130541663, + 0.1677152981521811, + 1.1454083866638545, + 0.85977834800194, + 1.9007374635949934, + -1.3445169108507595, + -1.1884601788730855, + -0.5170501889878834, + 0.1859489926447771, + -0.33229866185931795, + 3.5105058332566137, + 0.8733095671763669, + 2.5860217612936363, + 0.0457922841965429, + -0.21223167266091303, + 0.3352351965691127, + -0.11663421855803573, + 2.4577639592972296, + -0.4912844520324655, + -0.38204808509428495, + 4.028063443115158, + -0.19106923749509644, 1.9428126842030782, - -0.30879004443984387, - -0.28915591177371186, - 0.002809010091468042, - 1.5495746456512165, - 4.018741137918196, - 0.5824911399109989, - 0.15971012154661213, - -0.04541875508347393, - -0.5090356137777736, - 0.9040921896059398, - -0.15397291899706034, - 0.30308076113002763, - 1.211600212725822, - -0.09174933575183472, - 0.5241217018174916, - -0.25694221154766717, - 0.5885219444500271, - 0.09819894123148595, - -0.7580554823488247, - 1.7090716128870533, - 1.9107515716448746, - 2.566219209460068, - 1.8709761122797828, - -0.9904905053939081, - -0.5196277933263622, - 0.634509647835865, + -0.3087900444398469, + -0.28915591177371497, + 0.002809010091465259, + 1.5495746456512154, + 4.018741137918197, + 0.5824911399109964, + 0.1597101215466094, + -0.045418755083476404, + -0.5090356137777771, + 0.9040921896059386, + -0.15397291899706303, + 0.3030807611300252, + 1.2116002127258207, + -0.09174933575183712, + 0.5241217018174897, + -0.2569422115476698, + 0.5885219444500249, + 0.09819894123148404, + -0.7580554823488284, + 1.7090716128870544, + 1.9107515716448753, + 2.5662192094600687, + 1.870976112279783, + -0.9904905053939118, + -0.5196277933263651, + 0.6345096478358642, 1.7950757060874376, - -0.9558141381261689, - -0.9250260940069162, - 0.014860242691671893, - -0.20357622568101416, - 0.07736724614770117, - -0.817658296893843, - -0.593186885456155, - 0.4607061689373724, - -0.2845459363682691, - -0.37359403700798044, - 0.07377799613044518, - 0.13263729119048048, - -0.11961375333950387, - 0.20141101157773272, - 4.450339222160139, - 1.6333199772428317, + -0.9558141381261729, + -0.9250260940069206, + 0.014860242691670111, + -0.20357622568101627, + 0.0773672461476996, + -0.8176582968938467, + -0.5931868854561583, + 0.4607061689373703, + -0.28454593636827136, + -0.37359403700798344, + 0.07377799613044342, + 0.13263729119047796, + -0.11961375333950612, + 0.2014110115777298, + 4.4503392221601406, + 1.6333199772428324, 1.0581831994047788, - 0.6682272405511681, + 0.6682272405511666, 0.9976978489374854, - -0.28193342528204535, - 1.305750257870437, - -0.41545065100120815, - 4.5044338102830475, - 0.40799318939311596, - -0.25923700555956986, - -0.24804042344422597, - -0.27389939934425317, - -0.15334169586022026, - -0.7542472941551088, - 0.7943155773024207, - -0.049566582567722714, - -0.4042259728496703, - -0.8857601793721988, - -0.15123504131414758, - -0.19596468896196662, - 0.730958841147045, - 0.37656429725070517, - 2.8979598988176947, - 0.863174453763871, - -0.4244600166909464, - -0.12093439969185273, - 3.441605698099601, - -0.2919539339713163, - 0.39289909137959056, - 1.3163576202522682, - 0.8787144725643925, - -0.5100074544212486, + -0.2819334252820478, + 1.3057502578704343, + -0.41545065100121076, + 4.504433810283053, + 0.4079931893931147, + -0.25923700555957346, + -0.2480404234442286, + -0.273899399344255, + -0.1533416958602224, + -0.7542472941551126, + 0.7943155773024198, + -0.049566582567724254, + -0.40422597284967227, + -0.8857601793722015, + -0.15123504131414914, + -0.19596468896196895, + 0.7309588411470435, + 0.3765642972507033, + 2.8979598988176956, + 0.8631744537638699, + -0.424460016690949, + -0.12093439969185459, + 3.441605698099603, + -0.29195393397131814, + 0.39289909137958934, + 1.316357620252268, + 0.8787144725643912, + -0.5100074544212506, 1.134351816482378, - -0.3032228485148834, - -0.7053895450689819, - 0.9064493556728838, - 0.6958390063715878, - -0.4760789358402607, - -0.9212050837777751, - 1.7686662512314089, - 3.884378415578784, - -0.3205324498832322, - -0.8437235045389467, - 1.7942688533318567, - 0.4766873613057569, - -0.7039393796879102, - -0.20164819043713186, - 0.35658155972414896, - -0.18825951535183394, - -0.14341969630900903, - 1.8639752424817895, - 0.010457373721624445, - -0.729505371648298, - -0.11361019852701994, - 1.5878138974237577, - -0.15936924850010195, - 0.6505571121917647, - 1.1111823174359945, - -0.474373542706173, - -0.7505929810377157, - 1.6792429715715405, - 0.22044596922510024, - -0.9195916085560331, - 0.7192761206086422, - 1.179731369183454, - 0.21798946159766314, - -0.13664948195218374, - -0.5330145906668982, - -0.5326961585641166, - -0.24186260474640348, - 2.288562073281769, - 2.9624871176112904, - 0.3245056983596874, - -0.49061891434929655, - 1.8061013188587234, - 0.6916033744320332, - -0.7355748976746951, - 2.3508459231406293, - -1.3082699718683297, - -0.32250677423179863, - -0.44607605385819976, - -1.225765544275015, - -1.1982404771196822, - 2.481271244956874, - 1.3764837885276782, - -0.3360489238494539, - 1.1111259933664033, - -1.561298946845078, - 0.4573403440704731, - 0.12535447591735316, - 1.5415507392906924, - -0.5477365747589632, - 0.07623023898590552, - 0.7073144187476752, - -0.1698630586153623, - -0.4687819110576957, - -0.8281286928818259, - -0.632169091503866, - -0.7262883857556283, - -0.08038270126365106, - -0.35884977482055025, - -0.2970164669404711, - -1.2530968143982402, - 1.6922994670635747, - 1.5462190254955244, - -0.31252140823637126, - 1.0470907544554275, - 0.6776789367264733, - 0.04026631871481542, - 0.4638266908086892, - 1.5328321652671038, - 1.458513764062309, - -0.2595040300357003, - -0.25764378243124264, - -0.5348445886806665, + -0.3032228485148855, + -0.7053895450689843, + 0.9064493556728835, + 0.6958390063715869, + -0.47607893584026356, + -0.9212050837777774, + 1.7686662512314097, + 3.884378415578786, + -0.320532449883234, + -0.8437235045389491, + 1.794268853331858, + 0.47668736130575573, + -0.7039393796879128, + -0.2016481904371336, + 0.3565815597241476, + -0.1882595153518352, + -0.14341969630901094, + 1.863975242481791, + 0.010457373721622698, + -0.7295053716483001, + -0.11361019852702117, + 1.5878138974237586, + -0.15936924850010303, + 0.6505571121917637, + 1.1111823174359958, + -0.4743735427061747, + -0.7505929810377174, + 1.679242971571542, + 0.22044596922509913, + -0.9195916085560352, + 0.7192761206086421, + 1.1797313691834552, + 0.2179894615976623, + -0.13664948195218468, + -0.5330145906668994, + -0.5326961585641186, + -0.241862604746405, + 2.288562073281771, + 2.962487117611294, + 0.3245056983596868, + -0.49061891434929805, + 1.8061013188587252, + 0.6916033744320335, + -0.7355748976746972, + 2.350845923140632, + -1.3082699718683328, + -0.3225067742318004, + -0.44607605385820065, + -1.2257655442750175, + -1.1982404771196846, + 2.481271244956876, + 1.3764837885276795, + -0.3360489238494549, + 1.111125993366405, + -1.5612989468450802, + 0.4573403440704723, + 0.12535447591735213, + 1.541550739290694, + -0.5477365747589653, + 0.07623023898590463, + 0.707314418747676, + -0.16986305861536274, + -0.46878191105769634, + -0.8281286928818278, + -0.6321690915038678, + -0.7262883857556296, + -0.08038270126365175, + -0.35884977482055147, + -0.2970164669404719, + -1.2530968143982424, + 1.6922994670635767, + 1.5462190254955266, + -0.31252140823637214, + 1.0470907544554287, + 0.6776789367264735, + 0.04026631871481501, + 0.4638266908086896, + 1.5328321652671058, + 1.4585137640623103, + -0.25950403003570033, + -0.25764378243124286, + -0.5348445886806679, 0.5897265698580976, - -0.02919990702549606, - -0.590090188070193, - -1.6628735970492827, - -0.007079495781414453, - -0.8518332143616061, - -0.7401215848465525, - -0.18217351438945442, - -0.5938182884896079, - 0.9371457828397782, - 0.708946325322634, - 1.2833077226411385, - -0.10994101146568508, - -0.5205713263162898, - -0.5135260346837358, - 1.5977482367337477, - -0.8313522974872009, - -0.5549169752781445, - 1.7381189760024645, - -0.4747359665704131, - 1.7662877671270039, - 2.2933565059701406, - -0.31164286069110325, - 1.1280253715043946, - -0.1717112545052075, - -2.297956874919214, - -0.7283368376693363, - -0.5677895594031078, - -0.31097327093003096, - 2.410933417433869, - -0.4179021050898535, - -1.4979842256564706, - -0.32942693125241035, - 0.4602317107866418, - 0.3931443463117426, - 0.41241536249242167, - 0.4478746979795842, - -0.6810858770265606, - -0.16788350337355537, - 1.7704416657999875, - -0.3945167709847569, - 1.214588875620199, - 0.038327263754089166, - 0.9652125561101862, - 1.1604521437302444, - -0.8714192263433761, - -1.149733539833641, - -1.1025510508443752, - 0.06574447428441227, - -0.42012760639012653, - -0.5465439054444646, - -0.14777104409999678, - -0.5783561629532694, - 0.8657208633335397, - 0.139318010863767, - 1.3081082241507418, - 0.07409079908048415, - 1.113225575678897, - 3.170350716381627, - -0.6274624913194313, + -0.029199907025496172, + -0.5900901880701934, + -1.6628735970492847, + -0.007079495781415186, + -0.8518332143616077, + -0.7401215848465537, + -0.1821735143894551, + -0.5938182884896083, + 0.9371457828397792, + 0.7089463253226342, + 1.2833077226411393, + -0.10994101146568579, + -0.520571326316291, + -0.5135260346837374, + 1.5977482367337499, + -0.831352297487202, + -0.5549169752781454, + 1.7381189760024671, + -0.4747359665704145, + 1.7662877671270065, + 2.293356505970144, + -0.311642860691104, + 1.1280253715043966, + -0.17171125450520788, + -2.2979568749192185, + -0.7283368376693371, + -0.567789559403108, + -0.31097327093003135, + 2.4109334174338723, + -0.4179021050898545, + -1.4979842256564724, + -0.3294269312524099, + 0.4602317107866431, + 0.3931443463117424, + 0.4124153624924232, + 0.4478746979795851, + -0.6810858770265611, + -0.16788350337355462, + 1.770441665799989, + -0.3945167709847573, + 1.2145888756202003, + 0.038327263754089375, + 0.9652125561101884, + 1.1604521437302453, + -0.8714192263433769, + -1.149733539833642, + -1.102551050844376, + 0.06574447428441242, + -0.42012760639012664, + -0.5465439054444655, + -0.14777104409999728, + -0.5783561629532691, + 0.8657208633335418, + 0.13931801086376772, + 1.3081082241507438, + 0.07409079908048453, + 1.1132255756788982, + 3.1703507163816314, + -0.627462491319431, -0.6781544095444216, - 1.5261869760934217, - 0.8718748288819517, - 0.9262357492325001, - 1.5980218768947199, - -0.5817254684522086, - -0.2781415772795464, - 1.4378938421890104, - -0.559101368059979, - 1.2159815216790204, - 0.2275205129364972, - 0.2635341683789544, - -0.05665608341027388, - 0.45919207712826166, - -0.22134272798932014, - 2.3685750570378032, - -1.3685168082850647, - -0.6456458782280483, - 0.6368492921269379, - 2.2390765614948394, - 1.0170164631608127, - -0.5247884352911548, - -0.09089199837003607, - 0.11662038665793464, - -0.5246804792672964, - 0.1567751114575702, - 1.6691338307368904, - -1.5841507185667951, - 0.5359214428316738, - 1.5797277387157258, - 0.49282165395726496, - -0.498144095938384, - -0.7453370646726735, - 0.4088102571926299, - 0.42512893529110357, - 0.6244060090237358, + 1.526186976093425, + 0.8718748288819548, + 0.9262357492325017, + 1.5980218768947239, + -0.5817254684522091, + -0.2781415772795455, + 1.4378938421890128, + -0.5591013680599793, + 1.215981521679023, + 0.22752051293649897, + 0.263534168378955, + -0.0566560834102722, + 0.459192077128263, + -0.22134272798931873, + 2.368575057037808, + -1.368516808285065, + -0.6456458782280475, + 0.6368492921269399, + 2.239076561494842, + 1.0170164631608158, + -0.5247884352911539, + -0.09089199837003571, + 0.11662038665793573, + -0.5246804792672957, + 0.1567751114575723, + 1.669133830736894, + -1.5841507185667962, + 0.5359214428316765, + 1.579727738715729, + 0.49282165395726674, + -0.49814409593838305, + -0.745337064672673, + 0.408810257192632, + 0.42512893529110635, + 0.6244060090237373, -1.4558298237760428, - 1.601787454941752, - -1.3623698972590164, - -1.1176740449766212, - 0.02387495567565181, - 1.532583092091934, - 0.09108137193631657, - 0.02969852114805672, - -0.16020539083496188, - -0.728632625486771, - 0.15180855048525504, - -0.40811946270626814, - -0.6376435654353129 + 1.601787454941756, + -1.3623698972590168, + -1.117674044976621, + 0.023874955675653495, + 1.5325830920919388, + 0.09108137193631789, + 0.029698521148058408, + -0.16020539083495997, + -0.7286326254867703, + 0.15180855048525713, + -0.4081194627062672, + -0.6376435654353121 ] } ], @@ -4618,6 +4543,8 @@ "zeroline": true }, "yaxis": { + "scaleanchor": "x", + "scaleratio": 1, "showgrid": false, "showticklabels": true, "title": { @@ -4628,9 +4555,9 @@ } }, "text/html": [ - "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "UMAP requires proper setting of hyperparameters. \n", + "If results are unsatisfactory, consider trying different values of parameters `n_neighbors`, `min_dist` and `metric`.\n" + ] + }, + { + "data": { + "text/markdown": [ + "## Parallel coordinates
" ], "text/plain": [ "" @@ -14529,9 +17521,9 @@ } }, "text/html": [ - "