{ "cells": [ { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'/home/chn/repo/SiC-2nd-paper'" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import numpy as np\n", "import pandas as pd\n", "from scipy.optimize import curve_fit\n", "import matplotlib.pyplot as plt\n", "import plotly.graph_objects as go\n", "plt.rcParams['text.usetex'] = True\n", "plt.rcParams['font.family'] = 'Arial'\n", "# get current working directory\n", "import os\n", "os.getcwd()" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "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", " \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", " \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", " \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", " \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", " \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", " \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", " \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", " \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", " \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", " \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", " \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", " \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", " \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", " \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", " \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", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
0123456789...919293949596979899100
03.3158923.2858443.2557103.2254893.1951823.1647903.1343123.1037513.0731063.042378...0.3134000.2786140.2438210.2090240.1742240.1394270.1046400.0698890.035285-0.000715
13.3158923.2858443.2557103.2254893.1951823.1647903.1343123.1037513.0731063.042378...0.3134000.2786140.2438210.2090240.1742240.1394270.1046400.0698890.0352850.005641
23.3158923.3458513.3757233.4055053.4351983.4648023.4943143.5237363.5530663.582305...0.5753330.5114240.4475090.3835890.3196640.2557350.1918030.1278690.0639320.005641
33.3158923.3458513.3757233.4055053.4351983.4648023.4943143.5237363.5530663.582305...5.6119815.6294155.6460765.6617665.6762255.6891065.6999735.7083095.7135905.715403
46.2688016.2085616.1482476.0878616.0274035.9668745.9062755.8456065.7848675.724061...5.6119815.6294155.6460765.6617665.6762255.6891065.6999735.7083095.7135905.715403
56.2688016.3289676.3890586.4490746.5090136.5688766.6286616.6883686.7479966.807545...6.0297276.0141505.9991285.9848585.9716025.9597045.9496035.9418135.9368605.935156
67.2679577.2586957.2493357.2398777.2303217.2206667.2109137.2010617.1911107.181061...6.0297276.0141505.9991285.9848585.9716025.9597045.9496035.9418135.9368605.935156
77.2679577.2586957.2493357.2398777.2303217.2206667.2109137.2010617.1911107.181061...7.7169367.7176917.7183567.7189337.7194217.7198207.7201307.7203527.7204857.720530
87.2679577.2771217.2861877.2951567.3040277.3128017.3214777.3300577.3385407.346925...7.7169367.7176917.7183567.7189337.7194217.7198207.7201307.7203527.7204857.720530
97.2679577.2771217.2861877.2951567.3040277.3128017.3214777.3300577.3385407.346925...11.34608711.39510511.44353711.49118111.53769911.58249011.62442111.66121811.68836511.698833
1015.97557815.94319315.91058515.87775715.84471015.81144415.77796315.74426615.71035615.676234...12.26637412.21968212.17330112.12743512.08242212.03886211.99788911.96177611.93503911.924707
1115.97557816.00774016.03967616.07138516.10286616.13411716.16513616.19592116.22647216.256786...17.74079417.74421317.74723017.74984717.75206217.75387517.75528517.75629317.75689817.757099
1222.51144222.50955622.50768122.50581822.50396822.50213122.50030722.49849522.49669722.494913...22.40813622.40794022.40776822.40761822.40749122.40738822.40730722.40725022.40721522.407204
1322.51144222.50955622.50768122.50581822.50396822.50213122.50030722.49849522.49669722.494913...22.40813622.40794022.40776822.40761822.40749122.40738822.40730722.40725022.40721522.407204
1422.51144222.51334122.51525222.51717522.51910822.52105322.52300922.52497622.52695422.528942...22.68428622.68495622.68555022.68606822.68650922.68687122.68715422.68735622.68747822.687518
1522.51144222.51334122.51525222.51717522.51910822.52105322.52300922.52497622.52695422.528942...22.68428622.68495622.68555022.68606822.68650922.68687122.68715422.68735622.68747822.687518
1623.15534823.15276523.15016723.14755523.14492923.14229023.13963723.13697223.13429523.131605...22.93361022.93282522.93212822.93152122.93100522.93058222.93025122.93001522.92987322.929825
1723.15534823.15276523.15016723.14755523.14492923.14229023.13963723.13697223.13429523.131605...22.93361022.93282522.93212822.93152122.93100522.93058222.93025122.93001522.92987322.929825
1823.15534823.15791723.16047023.16300723.16552923.16803423.17052223.17299423.17544823.177885...23.29588323.29614423.29637623.29657623.29674523.29688423.29699223.29706923.29711523.297131
1923.15534823.15791723.16047023.16300723.16552923.16803423.17052223.17299423.17544823.177885...23.29588323.29614423.29637623.29657623.29674523.29688423.29699223.29706923.29711523.297131
2025.26586925.25173825.23764725.22359825.20959325.19563425.18172325.16786125.15404925.140290...24.39504024.39314724.39147524.39002524.38879724.38779124.38700924.38645024.38611524.386003
2125.26586925.28004025.29424725.30849125.32276825.33707825.35142025.36579025.38018925.394614...26.52353926.53231726.54043826.54780526.55431426.55985326.56430826.56757826.56957826.570251
2227.69171627.68514827.67851427.67181227.66504427.65820727.65130427.64433427.63729727.630193...26.86675326.85880426.85141526.84468126.83870926.83361026.82949626.82647026.82461726.823993
2327.69171627.69821527.70464827.71101327.71731127.72354127.72970427.73580027.74182827.747789...28.01150428.01204128.01251528.01292628.01327428.01355828.01378028.01393828.01403328.014064
\n", "

24 rows × 101 columns

\n", "
" ], "text/plain": [ " 0 1 2 3 4 5 \\\n", "0 3.315892 3.285844 3.255710 3.225489 3.195182 3.164790 \n", "1 3.315892 3.285844 3.255710 3.225489 3.195182 3.164790 \n", "2 3.315892 3.345851 3.375723 3.405505 3.435198 3.464802 \n", "3 3.315892 3.345851 3.375723 3.405505 3.435198 3.464802 \n", "4 6.268801 6.208561 6.148247 6.087861 6.027403 5.966874 \n", "5 6.268801 6.328967 6.389058 6.449074 6.509013 6.568876 \n", "6 7.267957 7.258695 7.249335 7.239877 7.230321 7.220666 \n", "7 7.267957 7.258695 7.249335 7.239877 7.230321 7.220666 \n", "8 7.267957 7.277121 7.286187 7.295156 7.304027 7.312801 \n", "9 7.267957 7.277121 7.286187 7.295156 7.304027 7.312801 \n", "10 15.975578 15.943193 15.910585 15.877757 15.844710 15.811444 \n", "11 15.975578 16.007740 16.039676 16.071385 16.102866 16.134117 \n", "12 22.511442 22.509556 22.507681 22.505818 22.503968 22.502131 \n", "13 22.511442 22.509556 22.507681 22.505818 22.503968 22.502131 \n", "14 22.511442 22.513341 22.515252 22.517175 22.519108 22.521053 \n", "15 22.511442 22.513341 22.515252 22.517175 22.519108 22.521053 \n", "16 23.155348 23.152765 23.150167 23.147555 23.144929 23.142290 \n", "17 23.155348 23.152765 23.150167 23.147555 23.144929 23.142290 \n", "18 23.155348 23.157917 23.160470 23.163007 23.165529 23.168034 \n", "19 23.155348 23.157917 23.160470 23.163007 23.165529 23.168034 \n", "20 25.265869 25.251738 25.237647 25.223598 25.209593 25.195634 \n", "21 25.265869 25.280040 25.294247 25.308491 25.322768 25.337078 \n", "22 27.691716 27.685148 27.678514 27.671812 27.665044 27.658207 \n", "23 27.691716 27.698215 27.704648 27.711013 27.717311 27.723541 \n", "\n", " 6 7 8 9 ... 91 92 \\\n", "0 3.134312 3.103751 3.073106 3.042378 ... 0.313400 0.278614 \n", "1 3.134312 3.103751 3.073106 3.042378 ... 0.313400 0.278614 \n", "2 3.494314 3.523736 3.553066 3.582305 ... 0.575333 0.511424 \n", "3 3.494314 3.523736 3.553066 3.582305 ... 5.611981 5.629415 \n", "4 5.906275 5.845606 5.784867 5.724061 ... 5.611981 5.629415 \n", "5 6.628661 6.688368 6.747996 6.807545 ... 6.029727 6.014150 \n", "6 7.210913 7.201061 7.191110 7.181061 ... 6.029727 6.014150 \n", "7 7.210913 7.201061 7.191110 7.181061 ... 7.716936 7.717691 \n", "8 7.321477 7.330057 7.338540 7.346925 ... 7.716936 7.717691 \n", "9 7.321477 7.330057 7.338540 7.346925 ... 11.346087 11.395105 \n", "10 15.777963 15.744266 15.710356 15.676234 ... 12.266374 12.219682 \n", "11 16.165136 16.195921 16.226472 16.256786 ... 17.740794 17.744213 \n", "12 22.500307 22.498495 22.496697 22.494913 ... 22.408136 22.407940 \n", "13 22.500307 22.498495 22.496697 22.494913 ... 22.408136 22.407940 \n", "14 22.523009 22.524976 22.526954 22.528942 ... 22.684286 22.684956 \n", "15 22.523009 22.524976 22.526954 22.528942 ... 22.684286 22.684956 \n", "16 23.139637 23.136972 23.134295 23.131605 ... 22.933610 22.932825 \n", "17 23.139637 23.136972 23.134295 23.131605 ... 22.933610 22.932825 \n", "18 23.170522 23.172994 23.175448 23.177885 ... 23.295883 23.296144 \n", "19 23.170522 23.172994 23.175448 23.177885 ... 23.295883 23.296144 \n", "20 25.181723 25.167861 25.154049 25.140290 ... 24.395040 24.393147 \n", "21 25.351420 25.365790 25.380189 25.394614 ... 26.523539 26.532317 \n", "22 27.651304 27.644334 27.637297 27.630193 ... 26.866753 26.858804 \n", "23 27.729704 27.735800 27.741828 27.747789 ... 28.011504 28.012041 \n", "\n", " 93 94 95 96 97 98 \\\n", "0 0.243821 0.209024 0.174224 0.139427 0.104640 0.069889 \n", "1 0.243821 0.209024 0.174224 0.139427 0.104640 0.069889 \n", "2 0.447509 0.383589 0.319664 0.255735 0.191803 0.127869 \n", "3 5.646076 5.661766 5.676225 5.689106 5.699973 5.708309 \n", "4 5.646076 5.661766 5.676225 5.689106 5.699973 5.708309 \n", "5 5.999128 5.984858 5.971602 5.959704 5.949603 5.941813 \n", "6 5.999128 5.984858 5.971602 5.959704 5.949603 5.941813 \n", "7 7.718356 7.718933 7.719421 7.719820 7.720130 7.720352 \n", "8 7.718356 7.718933 7.719421 7.719820 7.720130 7.720352 \n", "9 11.443537 11.491181 11.537699 11.582490 11.624421 11.661218 \n", "10 12.173301 12.127435 12.082422 12.038862 11.997889 11.961776 \n", "11 17.747230 17.749847 17.752062 17.753875 17.755285 17.756293 \n", "12 22.407768 22.407618 22.407491 22.407388 22.407307 22.407250 \n", "13 22.407768 22.407618 22.407491 22.407388 22.407307 22.407250 \n", "14 22.685550 22.686068 22.686509 22.686871 22.687154 22.687356 \n", "15 22.685550 22.686068 22.686509 22.686871 22.687154 22.687356 \n", "16 22.932128 22.931521 22.931005 22.930582 22.930251 22.930015 \n", "17 22.932128 22.931521 22.931005 22.930582 22.930251 22.930015 \n", "18 23.296376 23.296576 23.296745 23.296884 23.296992 23.297069 \n", "19 23.296376 23.296576 23.296745 23.296884 23.296992 23.297069 \n", "20 24.391475 24.390025 24.388797 24.387791 24.387009 24.386450 \n", "21 26.540438 26.547805 26.554314 26.559853 26.564308 26.567578 \n", "22 26.851415 26.844681 26.838709 26.833610 26.829496 26.826470 \n", "23 28.012515 28.012926 28.013274 28.013558 28.013780 28.013938 \n", "\n", " 99 100 \n", "0 0.035285 -0.000715 \n", "1 0.035285 0.005641 \n", "2 0.063932 0.005641 \n", "3 5.713590 5.715403 \n", "4 5.713590 5.715403 \n", "5 5.936860 5.935156 \n", "6 5.936860 5.935156 \n", "7 7.720485 7.720530 \n", "8 7.720485 7.720530 \n", "9 11.688365 11.698833 \n", "10 11.935039 11.924707 \n", "11 17.756898 17.757099 \n", "12 22.407215 22.407204 \n", "13 22.407215 22.407204 \n", "14 22.687478 22.687518 \n", "15 22.687478 22.687518 \n", "16 22.929873 22.929825 \n", "17 22.929873 22.929825 \n", "18 23.297115 23.297131 \n", "19 23.297115 23.297131 \n", "20 24.386115 24.386003 \n", "21 26.569578 26.570251 \n", "22 26.824617 26.823993 \n", "23 28.014033 28.014064 \n", "\n", "[24 rows x 101 columns]" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df = pd.read_excel('../SiC-2nd/5/5.1/5.1.2/data.ods', engine='odf', header=None, sheet_name='A-Gamma')\n", "data1 = df.to_numpy()\n", "df" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "mode": "lines", "name": "0", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 3.31589181598184, 3.28584449240658, 3.25571002282461, 3.22548898319787, 3.19518195654918, 3.16478953299761, 3.13431230979097, 3.10375089133498, 3.07310588921892, 3.04237792223833, 3.0115676164147, 2.98067560501175, 2.94970252854974, 2.91864903481547, 2.88751577887091, 2.85630342305777, 2.82501263700034, 2.79364409760526, 2.76219848905818, 2.73067650281857, 2.69907883761181, 2.66740619941796, 2.63565930145895, 2.60383886418289, 2.57194561524582, 2.53998028949131, 2.50794362892709, 2.47583638270009, 2.44365930706858, 2.41141316537195, 2.37909872799827, 2.34671677234977, 2.31426808280576, 2.28175345068328, 2.24917367419577, 2.21652955840938, 2.18382191519684, 2.15105156318976, 2.11821932772821, 2.08532604080848, 2.0523725410288, 2.01935967353265, 1.9862882899504, 1.95315924833921, 1.91997341311973, 1.88673165501267, 1.85343485097173, 1.82008388411614, 1.78667964366063, 1.7532230248431, 1.71971492885205, 1.68615626275153, 1.65254793940437, 1.61889087739395, 1.58518600094507, 1.55143423984332, 1.51763652935294, 1.48379381013426, 1.44990702815934, 1.41597713462777, 1.38200508588142, 1.34799184331939, 1.31393837331268, 1.27984564711893, 1.24571464079909, 1.21154633513362, 1.17734171554259, 1.14310177200758, 1.10882749899675, 1.07451989539577, 1.04017996444451, 1.00580871368288, 0.971407154905917, 0.936976304134856, 0.902517181604254, 0.868030811774894, 0.833518223375473, 0.798980449484939, 0.764418527672263, 0.729833500204084, 0.69522641435263, 0.660598322837633, 0.625950284458568, 0.591283364986847, 0.556598638442897, 0.521897188934879, 0.487180113332009, 0.452448525236953, 0.417703561003683, 0.382946389104446, 0.348178225195098, 0.313400357308537, 0.278614190017324, 0.243821326554455, 0.20902373309848, 0.174224100117856, 0.139426744971242, 0.104640314710371, 0.0698885522898649, 0.0352845805325831, -0.000715441391090629 ] }, { "mode": "lines", "name": "1", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 3.31589181602399, 3.28584449244836, 3.255710022866, 3.22548898323887, 3.1951819565898, 3.16478953303784, 3.13431230983079, 3.10375089137443, 3.07310588925797, 3.04237792227699, 3.01156761645297, 2.98067560504962, 2.94970252858721, 2.91864903485254, 2.8875157789076, 2.85630342309405, 2.82501263703623, 2.79364409764076, 2.76219848909327, 2.73067650285326, 2.69907883764609, 2.66740619945184, 2.63565930149242, 2.60383886421595, 2.57194561527847, 2.53998028952357, 2.50794362895893, 2.47583638273152, 2.4436593070996, 2.41141316540255, 2.37909872802848, 2.34671677237957, 2.31426808283514, 2.28175345071223, 2.24917367422432, 2.21652955843751, 2.18382191522456, 2.15105156321706, 2.11821932775511, 2.08532604083494, 2.05237254105484, 2.01935967355829, 1.98628828997561, 1.953159248364, 1.91997341314409, 1.88673165503661, 1.85343485099525, 1.82008388413921, 1.78667964368329, 1.75322302486536, 1.71971492887386, 1.68615626277291, 1.65254793942533, 1.61889087741448, 1.58518600096518, 1.55143423986303, 1.5176365293722, 1.48379381015308, 1.44990702817773, 1.41597713464571, 1.38200508589894, 1.34799184333649, 1.31393837332933, 1.27984564713518, 1.24571464081488, 1.21154633514896, 1.17734171555753, 1.14310177202206, 1.1088274990108, 1.07451989540936, 1.04017996445766, 1.00580871369561, 0.971407154918229, 0.936976304146727, 0.902517181615685, 0.868030811785846, 0.833518223386027, 0.798980449495023, 0.764418527681919, 0.729833500213313, 0.695226414361436, 0.660598322845984, 0.625950284466446, 0.591283364994298, 0.556598638449934, 0.521897188941558, 0.487180113338108, 0.452448525242612, 0.417703561008975, 0.382946389109234, 0.348178225199499, 0.313400357312461, 0.278614190020858, 0.243821326557485, 0.209023733101108, 0.174224100120091, 0.139426744972893, 0.104640314711696, 0.0698885522914073, 0.0352845805339458, 0.00564057907556271 ] }, { "mode": "lines", "name": "2", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 3.31589181864585, 3.34585142731408, 3.3757227590733, 3.40550525889304, 3.43519837862454, 3.46480157694574, 3.4943143193028, 3.52373607784683, 3.55306633136623, 3.58230456521433, 3.61145027123188, 3.64050294766433, 3.66946209907381, 3.69832723624459, 3.72709787608324, 3.75577354151142, 3.78435376135241, 3.81283807020969, 3.84122600833767, 3.86951712150435, 3.89771096084474, 3.92580708270404, 3.95380504847112, 3.98170442440049, 4.0095047814218, 4.03720569493644, 4.06480674459985, 4.09230751408828, 4.11970759084859, 4.14700656582978, 4.17420403319447, 4.20129959000797, 4.22829283590395, 4.24609457735682, 4.18381632015621, 4.12148871839445, 4.05911251024807, 3.99668843442055, 3.93421723012862, 3.8716996370881, 3.80913639550047, 3.74652824603919, 3.68387592983639, 3.62118018846963, 3.5584417639487, 3.49566139870291, 3.43283983556822, 3.36997781777477, 3.30707608893446, 3.24413539302873, 3.181156474397, 3.11814007772418, 3.0550869480299, 2.99199783065653, 2.92887347125838, 2.86571461579071, 2.80252201049897, 2.73929640190821, 2.67603853681315, 2.61274916226748, 2.54942902557463, 2.48607887427774, 2.42269945615039, 2.35929151918704, 2.29585581159434, 2.23239308178229, 2.1689040783551, 2.10538955010323, 2.04185024599489, 1.9782869151677, 1.91470030692091, 1.85109117070722, 1.78746025612509, 1.72380831291127, 1.6601360909326, 1.59644434017844, 1.53273381075294, 1.4690052528667, 1.4052594168285, 1.34149705303686, 1.27771891197008, 1.21392574417571, 1.15011830025867, 1.08629733086652, 1.02246358667282, 0.958617818354191, 0.894760776561074, 0.830893211876615, 0.767015874758767, 0.70312951545222, 0.639234883849879, 0.57533272926741, 0.511423800049224, 0.447508842843227, 0.383588601150767, 0.319663812148748, 0.255735198740052, 0.191803445724093, 0.127869104479245, 0.0639319257396988, 0.00564057910958483 ] }, { "mode": "lines", "name": "3", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 3.31589181868801, 3.34585142735663, 3.37572275911623, 3.40550525893635, 3.43519837866824, 3.46480157698981, 3.49431431934724, 3.52373607789166, 3.55306633141144, 3.58230456525992, 3.61145027127784, 3.64050294771066, 3.66946209912052, 3.69832723629167, 3.7270978761307, 3.75577354155924, 3.78435376140061, 3.81283807025826, 3.84122600838659, 3.86951712155365, 3.8977109608944, 3.92580708275406, 3.95380504852151, 3.98170442445124, 4.00950478147292, 4.03720569498792, 4.06480674465168, 4.09230751414047, 4.11970759090114, 4.14700656588269, 4.17420403324774, 4.2012995900616, 4.22829283595793, 4.25518337272284, 4.28197080412186, 4.30865473515227, 4.3352347718015, 4.36171052049597, 4.38808158756041, 4.41434757862874, 4.44050809800145, 4.46656274794284, 4.49251112791129, 4.5183528337148, 4.54408745658248, 4.56971458214162, 4.59523378928824, 4.62064464893819, 4.64594672264207, 4.67113956104647, 4.6962227021807, 4.72119566954418, 4.74605796996656, 4.77080909120788, 4.79544849925986, 4.8199756353035, 4.84438991227035, 4.86869071094381, 4.8928773755277, 4.91694920859355, 4.94090546530183, 4.96474534677154, 4.98846799244802, 5.01207247128655, 5.0355577715319, 5.05892278882567, 5.08216631231388, 5.10528700835172, 5.128283401309, 5.15115385085813, 5.17389652497456, 5.19650936768148, 5.21899006031488, 5.24133597475496, 5.26354411663022, 5.28561105592725, 5.30753284166895, 5.32930489629291, 5.35092188396551, 5.37237754515696, 5.39366448717463, 5.41477391669161, 5.43569529517651, 5.45641589085931, 5.47692019048711, 5.49718911918146, 5.51719899507335, 5.53692011395128, 5.55631481353437, 5.57533480139067, 5.59391743852389, 5.61198054858819, 5.62941518076108, 5.64607564709021, 5.66176625684463, 5.67622493474467, 5.6891063174566, 5.69997250916478, 5.70830898737535, 5.7135900660066, 5.71540336980421 ] }, { "mode": "lines", "name": "4", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 6.2688006351613, 6.20856058288839, 6.14824721357379, 6.08786124035043, 6.0274033772885, 5.96687433938928, 5.90627484257849, 5.84560560369838, 5.78486734049974, 5.72406077163251, 5.66318661663632, 5.60224559593025, 5.54123843080215, 5.48016584339725, 5.41902855670666, 5.35782729455541, 5.29656278158979, 5.23523574326486, 5.1738469058314, 5.11239699632245, 5.05088674254015, 4.98931687304162, 4.92768811712551, 4.86600120481765, 4.80425686685707, 4.74245583468179, 4.68059884041422, 4.61868661684713, 4.55671989742912, 4.49469941624991, 4.43262590802632, 4.3705001080875, 4.30832275236069, 4.25518337277717, 4.28197080417655, 4.30865473520731, 4.3352347718569, 4.36171052055171, 4.38808158761651, 4.41434757868518, 4.44050809805824, 4.46656274799999, 4.49251112796878, 4.51835283377263, 4.54408745664067, 4.56971458220015, 4.59523378934711, 4.6206446489974, 4.64594672270164, 4.67113956110639, 4.69622270224095, 4.72119566960477, 4.7460579700275, 4.77080909126917, 4.79544849932149, 4.81997563536548, 4.84438991233268, 4.86869071100648, 4.89287737559072, 4.91694920865691, 4.94090546536554, 4.9647453468356, 4.98846799251242, 5.01207247135131, 5.03555777159702, 5.05892278889113, 5.0821663123797, 5.1052870084179, 5.12828340137555, 5.15115385092503, 5.17389652504183, 5.19650936774913, 5.21899006038291, 5.24133597482336, 5.26354411669902, 5.28561105599643, 5.30753284173854, 5.3293048963629, 5.35092188403592, 5.3723775452278, 5.39366448724592, 5.41477391676337, 5.43569529524874, 5.45641589093204, 5.47692019056036, 5.49718911925527, 5.51719899514773, 5.53692011402628, 5.55631481361004, 5.57533480146705, 5.59391743860108, 5.61198054866623, 5.62941518084006, 5.64607564717023, 5.66176625692581, 5.67622493482708, 5.68910631754032, 5.6999725092498, 5.70830898746154, 5.71359006609359, 5.71540336989151 ] }, { "mode": "lines", "name": "5", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 6.26880063799719, 6.32896666113787, 6.38905794380095, 6.44907377569161, 6.5090134474664, 6.56887625073374, 6.6286614780534, 6.6883684229343, 6.74799637983099, 6.80754464413818, 6.86701251218379, 6.92639928121987, 6.98570424941157, 7.04492671582379, 7.10406598040549, 7.11868103296175, 7.10793606421374, 7.0970912747125, 7.08614655557859, 7.07510180015868, 7.06395690416421, 7.05271176581814, 7.04136628601144, 7.02992036846908, 7.01837391992753, 7.00672685032401, 6.99497907299901, 6.98313050491337, 6.97118106688111, 6.95913068381964, 6.94697928501928, 6.9347268044338, 6.92237318099422, 6.9099183589482, 6.89736228822795, 6.88470492484932, 6.87194623134577, 6.85908617724101, 6.84612473956423, 6.83306190341338, 6.81989766257144, 6.80663202018214, 6.79326498949228, 6.77979659466828, 6.76622687169654, 6.75255586937775, 6.73878365042717, 6.7249102926947, 6.71093589052017, 6.69686055624245, 6.68268442188306, 6.66840764102868, 6.65403039094091, 6.63955287492595, 6.62497532500334, 6.61029800491783, 6.5955212135486, 6.58064528877726, 6.5656706118897, 6.55059761259902, 6.53542677479476, 6.52015864314375, 6.50479383069335, 6.48933302765885, 6.47377701161556, 6.45812665936302, 6.44238296078994, 6.42654703514167, 6.41062015018797, 6.39460374490829, 6.37849945646549, 6.3623091524357, 6.34603496951765, 6.3296793602776, 6.31324514992078, 6.29673560565872, 6.28015452200834, 6.26350632639148, 6.24679621079972, 6.23003029719863, 6.2132158469749, 6.19636152838825, 6.17947776112351, 6.16257716430725, 6.1456751447353, 6.12879067699922, 6.11194734883654, 6.09517477646808, 6.07851054031163, 6.06200285705099, 6.04571429603766, 6.02972697006516, 6.01414977248623, 5.99912833985722, 5.98485831757875, 5.9716017416586, 5.95970394221083, 5.94960278787876, 5.9418127800265, 5.93685958964565, 5.93515558293731 ] }, { "mode": "lines", "name": "6", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 7.26795657100115, 7.25869468262362, 7.24933479882689, 7.2398767899069, 7.23032052696504, 7.22066588197818, 7.21091272787056, 7.2010609385881, 7.19111038917547, 7.18106095585667, 7.17091251611871, 7.16066494879897, 7.15031813417688, 7.13987195406932, 7.1293262919314, 7.11868103304983, 7.10793606430168, 7.0970912748003, 7.08614655566624, 7.07510180024619, 7.06395690425156, 7.05271176590534, 7.04136628609848, 7.02992036855597, 7.01837392001426, 7.00672685041059, 6.99497907308542, 6.98313050499961, 6.9711810669672, 6.95913068390556, 6.94697928510505, 6.93472680451939, 6.92237318107964, 6.90991835903344, 6.89736228831302, 6.88470492493422, 6.87194623143049, 6.85908617732556, 6.8461247396486, 6.83306190349756, 6.81989766265544, 6.80663202026596, 6.7932649895759, 6.77979659475171, 6.76622687177977, 6.7525558694608, 6.73878365051002, 6.72491029277735, 6.71093589060262, 6.6968605563247, 6.6826844219651, 6.66840764111051, 6.65403039102253, 6.63955287500736, 6.62497532508453, 6.61029800499881, 6.59552121362936, 6.58064528885778, 6.56567061197, 6.55059761267909, 6.5354267748746, 6.52015864322335, 6.50479383077272, 6.48933302773797, 6.47377701169444, 6.45812665944164, 6.44238296086831, 6.42654703521978, 6.41062015026582, 6.39460374498587, 6.37849945654279, 6.36230915251273, 6.34603496959438, 6.32967936035405, 6.31324514999693, 6.29673560573456, 6.28015452208386, 6.26350632646668, 6.24679621087458, 6.23003029727315, 6.21321584704906, 6.19636152846203, 6.17947776119691, 6.16257716438025, 6.14567514480788, 6.12879067707136, 6.1119473489082, 6.09517477653926, 6.0785105403823, 6.06200285712109, 6.04571429610717, 6.02972697013404, 6.01414977255444, 5.9991283399247, 5.98485831764548, 5.97160174172456, 5.95970394227603, 5.94960278794325, 5.94181278009039, 5.93685958970916, 5.9351555830007 ] }, { "mode": "lines", "name": "7", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 7.26795657109118, 7.25869468271359, 7.24933479891673, 7.23987678999661, 7.23032052705462, 7.22066588206764, 7.21091272795989, 7.20106093867729, 7.19111038926452, 7.18106095594559, 7.17091251620749, 7.16066494888762, 7.15031813426539, 7.13987195415769, 7.12932629201963, 7.16312134397141, 7.22209210818087, 7.28097757551373, 7.33977704924303, 7.39848983340389, 7.43281958320606, 7.44005431921689, 7.44719399906666, 7.45423875556327, 7.46118872107838, 7.46804402750517, 7.47480480621636, 7.48147118802273, 7.4880433031319, 7.49452128110753, 7.50090525082885, 7.50719534045049, 7.51339167736276, 7.51949438815202, 7.52550359856163, 7.53141943345292, 7.53724201676671, 7.54297147148507, 7.54860791959324, 7.55415148204208, 7.55960227871052, 7.56496042836867, 7.57022604864102, 7.57539925596996, 7.5804801655796, 7.58546889144015, 7.59036554623221, 7.59517024131186, 7.59988308667573, 7.60450419092657, 7.6090336612392, 7.61347160332687, 7.61781812140786, 7.62207331817245, 7.62623729475066, 7.63031015067987, 7.63429198387327, 7.63818289058859, 7.64198296539722, 7.6456923011539, 7.64931098896691, 7.6528391181685, 7.65627677628627, 7.65962404901446, 7.66288102018624, 7.66604777174645, 7.66912438372466, 7.67211093420903, 7.67500749932058, 7.67781415318827, 7.68053096792425, 7.68315801360026, 7.68569535822423, 7.68814306771771, 7.69050120589392, 7.69276983443628, 7.69494901287804, 7.69703879858203, 7.69903924672157, 7.70095041026174, 7.7027723399416, 7.70450508425709, 7.70614868944445, 7.70770319946463, 7.70916865598837, 7.71054509838203, 7.71183256369408, 7.71303108664255, 7.71414069960314, 7.71516143259816, 7.71609331328623, 7.71693636695277, 7.71769061650141, 7.71835608244607, 7.71893278290389, 7.71942073358905, 7.71981994780729, 7.72013043645147, 7.72035220799757, 7.72048526850208, 7.7205296215997 ] }, { "mode": "lines", "name": "8", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 7.26795657197874, 7.27712059541592, 7.28618688500017, 7.29515557246152, 7.30402679008205, 7.31280067063527, 7.32147734732845, 7.33005695374621, 7.33853962379552, 7.34692549165185, 7.35521469170662, 7.36340735851565, 7.37150362674854, 7.37950363113906, 7.38740750643633, 7.39521538735682, 7.40292740853719, 7.41054370448769, 7.41806440954619, 7.42548965783299, 7.43281958329833, 7.44005431930925, 7.44719399915912, 7.45423875565581, 7.46118872117102, 7.4680440275979, 7.47480480630917, 7.48147118811564, 7.4880433032249, 7.49452128120061, 7.50090525092201, 7.50719534054374, 7.51339167745609, 7.51949438824542, 7.52550359865512, 7.53141943354648, 7.53724201686035, 7.54297147157878, 7.54860791968703, 7.55415148213594, 7.55960227880445, 7.56496042846267, 7.57022604873509, 7.5753992560641, 7.5804801656738, 7.58546889153442, 7.59036554632654, 7.59517024140626, 7.59988308677019, 7.60450419102109, 7.60903366133378, 7.61347160342151, 7.61781812150255, 7.6220733182672, 7.62623729484546, 7.63031015077473, 7.63429198396819, 7.63818289068355, 7.64198296549223, 7.64569230124896, 7.64931098906202, 7.65283911826366, 7.65627677638147, 7.65962404910971, 7.66288102028153, 7.66604777184177, 7.66912438382003, 7.67211093430444, 7.67500749941602, 7.67781415328375, 7.68053096801976, 7.68315801369581, 7.68569535831982, 7.68814306781332, 7.69050120598957, 7.69276983453195, 7.69494901297374, 7.69703879867776, 7.69903924681733, 7.70095041035752, 7.70277234003741, 7.70450508435293, 7.7061486895403, 7.7077031995605, 7.70916865608427, 7.71054509847794, 7.71183256379, 7.71303108673849, 7.7141406996991, 7.71516143269413, 7.71609331338221, 7.71693636704876, 7.71769061659742, 7.71835608254208, 7.71893278299991, 7.71942073368507, 7.71981994790332, 7.72013043654751, 7.72035220809362, 7.72048526859812, 7.72052962169574 ] }, { "mode": "lines", "name": "9", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 7.26795657206878, 7.27712059550612, 7.2861868850905, 7.29515557255196, 7.30402679017261, 7.31280067072595, 7.32147734741924, 7.33005695383712, 7.33853962388654, 7.34692549174298, 7.35521469179785, 7.363407358607, 7.37150362684, 7.37950363123062, 7.387407506528, 7.39521538744859, 7.40292740862906, 7.41054370457966, 7.41806440963826, 7.42548965792516, 7.45711523275897, 7.51565255275939, 7.57410109950151, 7.63246017967852, 7.69072910052691, 7.74890716976726, 7.80699369553839, 7.86498798632508, 7.92288935087811, 7.98069709812598, 8.03841053707798, 8.09602897671718, 8.15355172588278, 8.21097809314053, 8.26830738664007, 8.325538913958, 8.38267198192475, 8.439705896434, 8.49663996223261, 8.55347348268857, 8.61020575953498, 8.66683609258691, 8.72336377942823, 8.7797881150647, 8.83610839153895, 8.89232389750323, 8.94843391774393, 9.00443773265201, 9.06033461763198, 9.11612384244132, 9.1718046704507, 9.22737635781362, 9.28283815253294, 9.33818929340853, 9.39342900884882, 9.44855651552475, 9.50357101684174, 9.55847170120006, 9.61325774000908, 9.66792828541334, 9.72248246768081, 9.77691939219326, 9.83123813596599, 9.8854377436088, 9.9395172226206, 9.99347553788572, 10.0473116052088, 10.1010242836867, 10.1546123666659, 10.2080745709685, 10.2614095239879, 10.3146157481461, 10.3676916420607, 10.4206354575803, 10.4734452715902, 10.5261189511472, 10.5786541100284, 10.6310480541255, 10.6832977122021, 10.7353995472343, 10.787349441689, 10.8391425473727, 10.8907730864437, 10.9422340840773, 10.9935170038824, 11.0446112423833, 11.0955034150911, 11.1461763273749, 11.1966074565207, 11.2467666541237, 11.2966125648475, 11.3460868546692, 11.3951045457171, 11.4435371039262, 11.4911813170192, 11.5376986780226, 11.5824899221215, 11.6244208638602, 11.6612178954345, 11.6883649556018, 11.698833487028 ] }, { "mode": "lines", "name": "10", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 15.9755781429478, 15.9431928900536, 15.9105853908214, 15.8777571465322, 15.8447096379199, 15.8114443253998, 15.7779626493055, 15.7442660301356, 15.7103558688075, 15.6762335469197, 15.6419004270211, 15.6073578528872, 15.5726071498032, 15.5376496248529, 15.5024865672135, 15.4671192484567, 15.4315489228546, 15.395776827691, 15.3598041835782, 15.3236321947783, 15.2872620495297, 15.2506949203789, 15.2139319645164, 15.1769743241186, 15.1398231266941, 15.102479485436, 15.0649444995798, 15.0272192547665, 14.9893048234131, 14.9512022650892, 14.9129126269017, 14.8744369438866, 14.8357762394106, 14.7969315255821, 14.7579038036731, 14.7186940645528, 14.6793032891347, 14.6397324488393, 14.5999825060722, 14.5600544147226, 14.5199491206813, 14.4796675623839, 14.4392106713797, 14.3985793729325, 14.3577745866537, 14.3167972271767, 14.275648204874, 14.2343284266258, 14.1928387966458, 14.1511802173729, 14.1093535904385, 14.0673598177199, 14.0251998024933, 13.9828744507019, 13.9403846723552, 13.897731383083, 13.8549155058661, 13.8119379729751, 13.7687997281513, 13.7255017290711, 13.6820449501443, 13.6384303857059, 13.5946590536741, 13.5507319997635, 13.5066503023595, 13.4624150781868, 13.4180274889359, 13.3734887490468, 13.3288001349042, 13.2839629957589, 13.2389787667753, 13.193848984713, 13.1485753068945, 13.1031595342998, 13.0576036398865, 13.0119098035759, 12.9660804558218, 12.920118332328, 12.8740265433998, 12.8278086627062, 12.7814688421019, 12.7350119618722, 12.6884438298124, 12.6417714486476, 12.5950033806986, 12.5481502534765, 12.5012254736844, 12.4542462564149, 12.4072351431545, 12.3602222994514, 12.3132490962108, 12.2663738815011, 12.2196816457623, 12.1733009341923, 12.1274349688033, 12.0824222649389, 12.0388620944479, 11.9978886485082, 11.9617755393535, 11.9350388313798, 11.9247070838087 ] }, { "mode": "lines", "name": "11", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 15.9755781432438, 16.0077396278369, 16.039675801026, 16.0713850986218, 16.1028659350793, 16.1341167033254, 16.1651357745988, 16.1959214983044, 16.2264722018815, 16.2567861906883, 16.2868617479022, 16.3166971344371, 16.3462905888794, 16.3756403274422, 16.4047445439402, 16.4336014097849, 16.4622090740023, 16.4905656632731, 16.5186692819972, 16.5465180123834, 16.5741099145655, 16.601443026745, 16.6285153653631, 16.6553249253023, 16.6818696801181, 16.7081475823039, 16.7341565635877, 16.7598945352645, 16.7853593885631, 16.8105489950507, 16.8354612070743, 16.8600938582424, 16.8844447639458, 16.9085117219204, 16.9322925128523, 16.9557849010263, 16.978986635019, 17.0018954484374, 17.0245090607043, 17.0468251778901, 17.0688414935938, 17.0905556898721, 17.1119654382187, 17.1330684005932, 17.1538622305009, 17.1743445741236, 17.1945130715016, 17.2143653577673, 17.2338990644304, 17.2531118207141, 17.2720012549432, 17.2905649959825, 17.308800674726, 17.326705925635, 17.3442783883262, 17.3615157092064, 17.3784155431546, 17.394975555249, 17.4111934225377, 17.4270668358512, 17.442593501655, 17.45777114394, 17.4725975061479, 17.4870703531299, 17.5011874731351, 17.5149466798262, 17.5283458143192, 17.5413827472431, 17.5540553808174, 17.5663616509424, 17.5782995292983, 17.5898670254508, 17.6010621889565, 17.6118831114653, 17.622327928815, 17.6323948231131, 17.6420820248009, 17.6513878146959, 17.6603105260067, 17.6688485463156, 17.6770003195241, 17.6847643477562, 17.6921391932141, 17.6991234799821, 17.7057158957727, 17.7119151936109, 17.7177201934511, 17.7231297837229, 17.7281429228005, 17.7327586403914, 17.7369760388403, 17.7407942943454, 17.7442126580804, 17.7472304572223, 17.7498470958793, 17.7520620559166, 17.753874897678, 17.7552852605996, 17.756292863716, 17.7568975060544, 17.7570990669176 ] }, { "mode": "lines", "name": "12", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 22.5114424903307, 22.509555514453, 22.5076807072599, 22.5058182507282, 22.5039683244592, 22.5021311061068, 22.5003067714833, 22.4984954946583, 22.4966974480507, 22.4949128025144, 22.4931417274174, 22.4913843907158, 22.489640959021, 22.487911597662, 22.4861964707425, 22.4844957411921, 22.4828095708137, 22.4811381203249, 22.479481549396, 22.4778400166825, 22.4762136798547, 22.4746026956215, 22.4730072197519, 22.4714274070917, 22.4698634115771, 22.4683153862443, 22.4667834832364, 22.4652678538066, 22.463768648318, 22.4622860162418, 22.4608201061506, 22.459371065711, 22.457939041672, 22.456524179852, 22.4551266251228, 22.4537465213913, 22.4523840115798, 22.451039237603, 22.4497123403441, 22.4484034596286, 22.4471127341963, 22.4458403016717, 22.4445862985328, 22.4433508600788, 22.4421341203956, 22.4409362123209, 22.4397572674077, 22.4385974158863, 22.4374567866262, 22.4363355070963, 22.4352337033243, 22.434151499856, 22.433089019713, 22.4320463843507, 22.4310237136148, 22.4300211256985, 22.429038737098, 22.4280766625691, 22.4271350150827, 22.4262139057801, 22.4253134439289, 22.4244337368784, 22.423574890015, 22.4227370067184, 22.4219201883171, 22.4211245340448, 22.420350140997, 22.4195971040881, 22.4188655160086, 22.4181554671832, 22.4174670457296, 22.4168003374173, 22.4161554256279, 22.4155323913156, 22.4149313129688, 22.4143522665724, 22.4137953255712, 22.413260560834, 22.4127480406188, 22.4122578305396, 22.4117899935332, 22.4113445898283, 22.4109216769147, 22.4105213095149, 22.410143539556, 22.409788416143, 22.4094559855344, 22.4091462911176, 22.4088593733871, 22.4085952699232, 22.4083540153728, 22.4081356414311, 22.407940176825, 22.4077676472986, 22.4076180755989, 22.4074914814644, 22.4073878816146, 22.4073072897412, 22.4072497165007, 22.4072151695089, 22.407203653337 ] }, { "mode": "lines", "name": "13", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 22.5114424906611, 22.5095555148019, 22.5076807076087, 22.505818251077, 22.503968324808, 22.5021311064556, 22.500306771832, 22.498495495007, 22.4966974483994, 22.494912802863, 22.493141727766, 22.4913843910644, 22.4896409593695, 22.4879115980105, 22.486196471091, 22.4844957415406, 22.4828095711621, 22.4811381206733, 22.4794815497443, 22.4778400170309, 22.476213680203, 22.4746026959698, 22.4730072201001, 22.4714274074399, 22.4698634119253, 22.4683153865925, 22.4667834835846, 22.4652678541547, 22.4637686486661, 22.4622860165899, 22.4608201064987, 22.459371066059, 22.45793904202, 22.4565241802, 22.4551266254707, 22.4537465217392, 22.4523840119277, 22.4510392379509, 22.449712340692, 22.4484034599765, 22.4471127345441, 22.4458403020195, 22.4445862988805, 22.4433508604265, 22.4421341207433, 22.4409362126686, 22.4397572677554, 22.438597416234, 22.4374567869739, 22.4363355074439, 22.4352337036719, 22.4341515002035, 22.4330890200606, 22.4320463846982, 22.4310237139624, 22.430021126046, 22.4290387374455, 22.4280766629166, 22.4271350154302, 22.4262139061275, 22.4253134442763, 22.4244337372258, 22.4235748903624, 22.4227370070658, 22.4219201886645, 22.4211245343922, 22.4203501413444, 22.4195971044354, 22.4188655163559, 22.4181554675305, 22.4174670460769, 22.4168003377645, 22.4161554259751, 22.4155323916628, 22.414931313316, 22.4143522669197, 22.4137953259184, 22.4132605611812, 22.412748040966, 22.4122578308868, 22.4117899938804, 22.4113445901754, 22.4109216772619, 22.4105213098621, 22.4101435399031, 22.4097884164902, 22.4094559858815, 22.4091462914647, 22.4088593737342, 22.4085952702703, 22.4083540157199, 22.4081356417782, 22.4079401771722, 22.4077676476457, 22.407618075946, 22.4074914818115, 22.4073878819617, 22.4073072900883, 22.4072497168478, 22.407215169856, 22.407203653684 ] }, { "mode": "lines", "name": "14", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 22.5114424907276, 22.5133414517637, 22.5152522121394, 22.5171745829228, 22.519108372925, 22.5210533882116, 22.5230094319394, 22.5249763041838, 22.526953801755, 22.5289417180047, 22.5309398426212, 22.5329479614134, 22.5349658560823, 22.5369933039804, 22.5390300778575, 22.5410759455933, 22.5431306699152, 22.5451940081008, 22.5472657116655, 22.5493455260326, 22.5514331901871, 22.55352843631, 22.5556309893952, 22.5577405668451, 22.5598568780465, 22.5619796239236, 22.5641084964686, 22.5662431782486, 22.5683833418867, 22.5705286495171, 22.5726787522128, 22.5748332893836, 22.5769918881454, 22.5791541626563, 22.5813197134212, 22.5834881265609, 22.5856589730459, 22.5878318078933, 22.5900061693238, 22.5921815778796, 22.5943575355004, 22.5965335245554, 22.5987090068326, 22.6008834224809, 22.6030561889064, 22.605226699621, 22.6073943230425, 22.6095584012458, 22.6117182486651, 22.6138731507481, 22.6160223625613, 22.6181651073491, 22.6203005750482, 22.6224279207601, 22.6245462631845, 22.6266546830201, 22.6287522213368, 22.630837877928, 22.6329106096512, 22.6349693287675, 22.6370129012939, 22.6390401453823, 22.6410498297428, 22.6430406721336, 22.6450113379382, 22.6469604388601, 22.648886531763, 22.6507881176925, 22.6526636411173, 22.6545114894338, 22.6563299927791, 22.658117424206, 22.6598720002742, 22.6615918821172, 22.6632751770464, 22.6649199407588, 22.6665241802118, 22.6680858572329, 22.6696028929282, 22.6710731729482, 22.672494553667, 22.6738648693189, 22.6751819401252, 22.6764435814287, 22.6776476138353, 22.6787918743385, 22.6798742283784, 22.6808925827574, 22.6818448993064, 22.6827292091612, 22.6835436274778, 22.6842863683863, 22.6849557599522, 22.6855502588927, 22.6860684647777, 22.6865091334334, 22.686871189269, 22.6871537362526, 22.6873560672823, 22.6874776717284, 22.6875182409619 ] }, { "mode": "lines", "name": "15", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 22.5114424910581, 22.5133414521127, 22.5152522124884, 22.5171745832719, 22.5191083732741, 22.5210533885607, 22.5230094322886, 22.524976304533, 22.5269538021042, 22.5289417183539, 22.5309398429705, 22.5329479617627, 22.5349658564317, 22.5369933043298, 22.5390300782069, 22.5410759459428, 22.5431306702647, 22.5451940084503, 22.547265712015, 22.5493455263823, 22.5514331905367, 22.5535284366597, 22.5556309897449, 22.5577405671949, 22.5598568783963, 22.5619796242734, 22.5641084968184, 22.5662431785985, 22.5683833422367, 22.5705286498672, 22.5726787525628, 22.5748332897337, 22.5769918884955, 22.5791541630065, 22.5813197137714, 22.5834881269111, 22.5856589733962, 22.5878318082436, 22.5900061696741, 22.59218157823, 22.5943575358508, 22.5965335249059, 22.5987090071832, 22.6008834228314, 22.603056189257, 22.6052266999717, 22.6073943233932, 22.6095584015965, 22.6117182490159, 22.6138731510989, 22.6160223629121, 22.6181651077, 22.6203005753992, 22.6224279211111, 22.6245462635356, 22.6266546833712, 22.6287522216879, 22.6308378782792, 22.6329106100024, 22.6349693291187, 22.6370129016453, 22.6390401457337, 22.6410498300943, 22.643040672485, 22.6450113382897, 22.6469604392117, 22.6488865321146, 22.6507881180441, 22.652663641469, 22.6545114897856, 22.6563299931309, 22.6581174245578, 22.6598720006261, 22.6615918824691, 22.6632751773984, 22.6649199411108, 22.6665241805638, 22.668085857585, 22.6696028932803, 22.6710731733003, 22.6724945540192, 22.6738648696711, 22.6751819404774, 22.676443581781, 22.6776476141876, 22.6787918746909, 22.6798742287307, 22.6808925831098, 22.6818448996589, 22.6827292095136, 22.6835436278303, 22.6842863687388, 22.6849557603047, 22.6855502592453, 22.6860684651302, 22.6865091337859, 22.6868711896216, 22.6871537366052, 22.6873560676348, 22.687477672081, 22.6875182413145 ] }, { "mode": "lines", "name": "16", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 23.1553482626157, 23.1527649871205, 23.1501671444621, 23.1475550964859, 23.1449292094615, 23.1422898551676, 23.1396374110052, 23.1369722601174, 23.1342947915168, 23.1316054002208, 23.128904487395, 23.126192460505, 23.1234697334784, 23.1207367268761, 23.117993868074, 23.1152415914569, 23.1124803386228, 23.1097105586008, 23.1069327080824, 23.1041472516662, 23.101354662118, 23.098555420647, 23.0957500171984, 23.0929389507636, 23.0901227297098, 23.0873018721291, 23.084476906208, 23.0816483706201, 23.0788168149411, 23.0759828000893, 23.0731468987909, 23.0703096960739, 23.0674717897892, 23.0646337911631, 23.0617963253806, 23.0589600322021, 23.0561255666143, 23.0532935995182, 23.0504648184537, 23.0476399283644, 23.0448196524031, 23.0420047327785, 23.0391959316477, 23.0363940320516, 23.033599838898, 23.0308141799909, 23.0280379071092, 23.0252718971324, 23.0225170532166, 23.019774306018, 23.0170446149657, 23.0143289695805, 23.011628390839, 23.00894393258, 23.0062766829504, 23.0036277658844, 23.0009983426119, 22.998389613188, 22.9958028180345, 22.9932392394839, 22.9907002033116, 22.9881870802431, 22.9857012874167, 22.9832442897831, 22.9808176014173, 22.9784227867158, 22.9760614614495, 22.9737352936368, 22.971446004199, 22.9691953673547, 22.9669852107076, 22.9648174149737, 22.9626939132956, 22.960616690083, 22.9585877793177, 22.9566092622586, 22.954683264481, 22.9528119521839, 22.950997527702, 22.9492422241617, 22.9475482992276, 22.9459180278939, 22.9443536942886, 22.9428575824731, 22.9414319662377, 22.9400790979172, 22.9388011962754, 22.9376004335351, 22.9364789216626, 22.9354386980437, 22.9344817107249, 22.9336098034187, 22.9328247005059, 22.9321279922857, 22.9315211207442, 22.9310053661245, 22.9305818345767, 22.9302514471628, 22.9300149304691, 22.9298728090515, 22.9298253998984 ] }, { "mode": "lines", "name": "17", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 23.1553482629724, 23.152764987478, 23.1501671448195, 23.1475550968433, 23.1449292098188, 23.1422898555249, 23.1396374113625, 23.1369722604746, 23.134294791874, 23.131605400578, 23.1289044877521, 23.1261924608621, 23.1234697338355, 23.1207367272331, 23.117993868431, 23.1152415918138, 23.1124803389796, 23.1097105589577, 23.1069327084392, 23.104147252023, 23.1013546624747, 23.0985554210037, 23.095750017555, 23.0929389511201, 23.0901227300664, 23.0873018724856, 23.0844769065644, 23.0816483709765, 23.0788168152975, 23.0759828004456, 23.0731468991472, 23.0703096964301, 23.0674717901453, 23.0646337915192, 23.0617963257367, 23.0589600325582, 23.0561255669703, 23.0532935998742, 23.0504648188096, 23.0476399287203, 23.0448196527589, 23.0420047331343, 23.0391959320035, 23.0363940324073, 23.0335998392536, 23.0308141803466, 23.0280379074648, 23.025271897488, 23.022517053572, 23.0197743063734, 23.0170446153211, 23.0143289699359, 23.0116283911943, 23.0089439329353, 23.0062766833057, 23.0036277662396, 23.0009983429671, 22.9983896135431, 22.9958028183896, 22.9932392398389, 22.9907002036666, 22.988187080598, 22.9857012877716, 22.983244290138, 22.9808176017721, 22.9784227870706, 22.9760614618043, 22.9737352939915, 22.9714460045536, 22.9691953677094, 22.9669852110622, 22.9648174153282, 22.9626939136501, 22.9606166904374, 22.9585877796721, 22.956609262613, 22.9546832648354, 22.9528119525382, 22.9509975280563, 22.949242224516, 22.9475482995819, 22.9459180282481, 22.9443536946428, 22.9428575828273, 22.9414319665919, 22.9400790982714, 22.9388011966295, 22.9376004338892, 22.9364789220167, 22.9354386983978, 22.9344817110789, 22.9336098037727, 22.93282470086, 22.9321279926397, 22.9315211210982, 22.9310053664785, 22.9305818349307, 22.9302514475168, 22.9300149308231, 22.9298728094055, 22.9298254002524 ] }, { "mode": "lines", "name": "18", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 23.1553482636181, 23.1579166173933, 23.1604697000381, 23.1630071653321, 23.1655286730666, 23.1680338879855, 23.1705224797102, 23.1729941226679, 23.175448496024, 23.1778852836186, 23.1803041739055, 23.1827048598953, 23.1850870391003, 23.1874504134831, 23.1897946894076, 23.1921195775917, 23.1944247930631, 23.1967100551168, 23.1989750872741, 23.2012196172443, 23.2034433768867, 23.2056461021761, 23.2078275331673, 23.2099874139631, 23.2121254926823, 23.2142415214288, 23.2163352562625, 23.2184064571703, 23.2204548880387, 23.2224803166267, 23.2244825145397, 23.2264612572039, 23.2284163238416, 23.2303474974467, 23.2322545647613, 23.2341373162522, 23.2359955460881, 23.2378290521173, 23.2396376358456, 23.2414211024149, 23.2431792605814, 23.2449119226951, 23.2466189046786, 23.248300026007, 23.2499551096872, 23.2515839822384, 23.2531864736717, 23.2547624174713, 23.2563116505743, 23.2578340133518, 23.2593293495902, 23.2607975064717, 23.2622383345564, 23.2636516877632, 23.2650374233517, 23.2663954019043, 23.2677254873079, 23.2690275467364, 23.2703014506332, 23.2715470726934, 23.2727642898474, 23.2739529822433, 23.2751130332303, 23.2762443293425, 23.2773467602823, 23.2784202189047, 23.2794646012013, 23.2804798062848, 23.2814657363739, 23.2824222967785, 23.2833493958845, 23.2842469451402, 23.2851148590417, 23.2859530551196, 23.2867614539253, 23.2875399790184, 23.2882885569536, 23.2890071172689, 23.2896955924734, 23.2903539180359, 23.290982032374, 23.291579876843, 23.292147395726, 23.2926845362242, 23.2931912484471, 23.293667485404, 23.2941132029951, 23.294528360004, 23.29491291809, 23.2952668417808, 23.2955900984666, 23.2958826583932, 23.2961444946573, 23.296375583201, 23.2965759028074, 23.2967454350965, 23.2968841645222, 23.2969920783686, 23.2970691667484, 23.2971154226004, 23.2971308416883 ] }, { "mode": "lines", "name": "19", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 23.1553482639749, 23.1579166177509, 23.1604697003957, 23.1630071656897, 23.1655286734242, 23.1680338883432, 23.170522480068, 23.1729941230256, 23.1754484963818, 23.1778852839764, 23.1803041742634, 23.1827048602532, 23.1850870394583, 23.1874504138411, 23.1897946897656, 23.1921195779497, 23.1944247934212, 23.1967100554749, 23.1989750876323, 23.2012196176024, 23.2034433772449, 23.2056461025343, 23.2078275335256, 23.2099874143215, 23.2121254930406, 23.2142415217872, 23.2163352566209, 23.2184064575287, 23.2204548883972, 23.2224803169852, 23.2244825148983, 23.2264612575625, 23.2284163242002, 23.2303474978053, 23.23225456512, 23.2341373166109, 23.2359955464468, 23.237829052476, 23.2396376362043, 23.2414211027736, 23.2431792609402, 23.2449119230539, 23.2466189050375, 23.2483000263658, 23.2499551100461, 23.2515839825973, 23.2531864740307, 23.2547624178303, 23.2563116509332, 23.2578340137108, 23.2593293499492, 23.2607975068308, 23.2622383349155, 23.2636516881223, 23.2650374237108, 23.2663954022634, 23.267725487667, 23.2690275470956, 23.2703014509923, 23.2715470730526, 23.2727642902067, 23.2739529826025, 23.2751130335895, 23.2762443297017, 23.2773467606416, 23.278420219264, 23.2794646015606, 23.2804798066441, 23.2814657367332, 23.2824222971378, 23.2833493962439, 23.2842469454996, 23.2851148594011, 23.285953055479, 23.2867614542847, 23.2875399793778, 23.288288557313, 23.2890071176283, 23.2896955928328, 23.2903539183954, 23.2909820327334, 23.2915798772024, 23.2921473960855, 23.2926845365837, 23.2931912488066, 23.2936674857635, 23.2941132033546, 23.2945283603635, 23.2949129184495, 23.2952668421404, 23.2955900988261, 23.2958826587527, 23.2961444950168, 23.2963755835605, 23.2965759031669, 23.2967454354561, 23.2968841648817, 23.2969920787282, 23.297069167108, 23.2971154229599, 23.2971308420479 ] }, { "mode": "lines", "name": "20", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 25.2658690776287, 25.251737587652, 25.2376467000744, 25.2235980893431, 25.2095934474438, 25.1956344866254, 25.1817229395793, 25.1678605596033, 25.1540491207495, 25.1402904179547, 25.1265862671532, 25.1129385053714, 25.0993489908026, 25.0858196028622, 25.0723522422214, 25.0589488308199, 25.0456113118544, 25.0323416497449, 25.0191418300751, 25.0060138595077, 24.9929597656721, 24.9799815970255, 24.9670814226835, 24.954261332222, 24.9415234354466, 24.9288698621311, 24.9163027617209, 24.9038243030033, 24.8914366737409, 24.8791420802684, 24.8669427470519, 24.8548409162076, 24.8428388469818, 24.830938815188, 24.8191431126024, 24.8074540463156, 24.7958739380394, 24.7844051233681, 24.7730499509939, 24.7618107818743, 24.7506899883514, 24.7396899532228, 24.7288130687624, 24.7180617356911, 24.7074383620976, 24.6969453623073, 24.6865851557002, 24.6763601654778, 24.6662728173779, 24.6563255383382, 24.646520755109, 24.6368608928146, 24.6273483734647, 24.6179856144163, 24.6087750267862, 24.5997190138168, 24.590819969194, 24.5820802753214, 24.5735023015493, 24.5650884023635, 24.5568409155329, 24.54876216022, 24.5408544350558, 24.5331200161822, 24.5255611552641, 24.5181800774746, 24.510978979456, 24.5039600272607, 24.497125354275, 24.4904770591295, 24.4840172036004, 24.4777478105052, 24.4716708615982, 24.4657882954688, 24.4601020054477, 24.4546138375262, 24.4493255882929, 24.4442390028919, 24.4393557730093, 24.4346775348909, 24.4302058673978, 24.4259422901039, 24.421888261441, 24.4180451768955, 24.4144143672631, 24.4109970969657, 24.4077945624342, 24.4048078905641, 24.402038137247, 24.3994862859816, 24.3971532465706, 24.3950398539057, 24.393146866845, 24.3914749671862, 24.3900247587393, 24.3887967665004, 24.3877914359314, 24.3870091323455, 24.386450140402, 24.3861146637121, 24.3860028245558 ] }, { "mode": "lines", "name": "21", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 25.265869080158, 25.2800395230872, 25.2942472889896, 25.3084907623099, 25.3227683491692, 25.337078474573, 25.3514195821347, 25.3657901337874, 25.3801886094833, 25.3946135068808, 25.4090633410202, 25.4235366439864, 25.43803196456, 25.4525478678565, 25.4670829349521, 25.4816357624973, 25.4962049623167, 25.5107891609957, 25.5253869994523, 25.5399971324939, 25.5546182283581, 25.569248968237, 25.5838880457824, 25.5985341665929, 25.6131860476796, 25.6278424169086, 25.6425020124208, 25.6571635820238, 25.6718258825555, 25.6864876792165, 25.7011477448677, 25.7158048592903, 25.7304578084042, 25.7451053834405, 25.759746380064, 25.7743795974392, 25.7890038372357, 25.803617902564, 25.8182205968359, 25.832810722541, 25.8473870799283, 25.8619484655835, 25.8764936708893, 25.8910214803546, 25.9055306697975, 25.9200200043632, 25.9344882363578, 25.9489341028737, 25.9633563231804, 25.977753595851, 25.9921245955881, 26.0064679697111, 26.0207823342563, 26.035066269639, 26.049318315814, 26.0635369668635, 26.0777206649302, 26.0918677933962, 26.1059766691966, 26.1200455341335, 26.1340725450335, 26.1480557625658, 26.161993138502, 26.1758825011596, 26.1897215387222, 26.2035077800707, 26.2172385726868, 26.2309110571047, 26.2445221372786, 26.2580684461034, 26.2715463051669, 26.2849516776109, 26.2982801127414, 26.3115266807208, 26.3246858953103, 26.3377516221686, 26.3507169696485, 26.3635741583381, 26.3763143647383, 26.3889275334319, 26.401402150858, 26.4137249723333, 26.425880692296, 26.4378515459321, 26.4496168285652, 26.4611523178035, 26.4724295831209, 26.4834151695124, 26.4940696481824, 26.5043465412117, 26.5141911538451, 26.5235393943716, 26.532316735608, 26.5404375798432, 26.547805427237, 26.554314388719, 26.5598526583944, 26.5643084452278, 26.5675784171628, 26.5695778798493, 26.570250897088 ] }, { "mode": "lines", "name": "22", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 27.6917155423335, 27.6851484249669, 27.6785140246902, 27.6718123758315, 27.6650435157086, 27.658207486398, 27.6513043348771, 27.6443341131716, 27.6372968785074, 27.6301926934684, 27.6230216261607, 27.6157837503833, 27.6084791458058, 27.601107898154, 27.5936700994045, 27.5861658479879, 27.5785952490023, 27.5709584144382, 27.5632554634147, 27.5554865224294, 27.5476517256217, 27.5397512150524, 27.5317851409997, 27.523753662274, 27.5156569465528, 27.5074951707377, 27.4992685213357, 27.4909771948669, 27.4826213983018, 27.4742013495301, 27.4657172778647, 27.4571694245848, 27.4485580435212, 27.4398834016888, 27.4311457799706, 27.4223454738596, 27.4134827942633, 27.4045580683787, 27.3955716406453, 27.3865238737843, 27.3774151499336, 27.36824587189, 27.3590164644712, 27.3497273760096, 27.3403790799968, 27.3309720768937, 27.3215068961283, 27.3119840983049, 27.3024042776488, 27.2927680647202, 27.2830761294295, 27.2733291843955, 27.2635279886924, 27.2536733520383, 27.2437661394884, 27.2338072767023, 27.2237977558716, 27.2137386424015, 27.2036310824635, 27.1934763115488, 27.1832756641819, 27.1730305849768, 27.1627426412539, 27.1524135374771, 27.1420451318161, 27.1316394552023, 27.1211987333135, 27.1107254120153, 27.1002221868887, 27.0896920376078, 27.0791382680892, 27.0685645535353, 27.057974995732, 27.047374188267, 27.0367672937013, 27.0261601351872, 27.0155593055916, 27.0049722978781, 26.9944076613553, 26.9838751894361, 26.9733861457969, 26.9629535372903, 26.9525924436395, 26.9423204157538, 26.9321579562829, 26.9221290974169, 26.912262091256, 26.9025902261084, 26.8931527757581, 26.8839960747576, 26.8751746861031, 26.8667525813191, 26.8588041789435, 26.8514149795552, 26.8446813973492, 26.8387092472157, 26.8336102723147, 26.8294962123754, 26.8264703595634, 26.824617379743, 26.823993192025 ] }, { "mode": "lines", "name": "23", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 27.6917155439651, 27.6982153518869, 27.7046478281002, 27.7110129513524, 27.7173107061307, 27.7235410809098, 27.7297040680346, 27.7357996636056, 27.7418278673663, 27.7477886825926, 27.7536821159854, 27.7595081775636, 27.7652668805597, 27.7709582413176, 27.7765822791903, 27.782139016441, 27.787628478144, 27.7930506920878, 27.7984056886789, 27.8036935008471, 27.8089141639517, 27.8140677156886, 27.8191541959984, 27.8241736469759, 27.8291261127797, 27.8340116395432, 27.8388302752863, 27.8435820698277, 27.8482670746983, 27.852885343055, 27.8574369295957, 27.8619218904745, 27.8663402832176, 27.870692166641, 27.8749776007671, 27.8791966467436, 27.8833493667621, 27.8874358239779, 27.8914560824306, 27.8954102069648, 27.8992982631519, 27.9031203172131, 27.9068764359421, 27.9105666866294, 27.9141911369871, 27.9177498550742, 27.9212429092232, 27.9246703679671, 27.9280322999673, 27.9313287739426, 27.9345598585985, 27.9377256225582, 27.9408261342934, 27.9438614620572, 27.9468316738169, 27.9497368371885, 27.9525770193718, 27.9553522870863, 27.9580627065088, 27.9607083432113, 27.9632892621004, 27.9658055273575, 27.9682572023803, 27.9706443497255, 27.9729670310523, 27.9752253070672, 27.9774192374702, 27.979548880902, 27.9816142948923, 27.9836155358098, 27.9855526588129, 27.9874257178019, 27.9892347653728, 27.990979852772, 27.9926610298526, 27.9942783450318, 27.99583184525, 27.9973215759311, 27.9987475809444, 28.0001099025673, 28.0014085814506, 28.0026436565839, 28.0038151652637, 28.0049231430621, 28.0059676237976, 28.0069486395068, 28.0078662204186, 28.0087203949284, 28.0095111895759, 28.0102386290224, 28.0109027360311, 28.0115035314483, 28.0120410341866, 28.0125152612092, 28.0129262275163, 28.0132739461327, 28.0135584280975, 28.0137796824548, 28.0139377162465, 28.0140325345068, 28.0140641402577 ] } ], "layout": { "height": 1080, "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": 1920, "yaxis": { "range": [ 22, 30 ] } } } }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = go.Figure()\n", "for m in range(0, 24):\n", " fig.add_trace(go.Scatter(x=[*range(0, 101)], y=data1[m,:], mode='lines', name=f'{m}'))\n", "fig.update_layout(width=1920, height=1080, yaxis_range=[22, 30])\n", "fig.show()" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "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", " \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", " \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", " \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", " \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", " \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", " \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", " \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", " \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", " \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", " \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", " \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", " \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", " \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", " \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", " \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", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
0123456789...919293949596979899100
0-0.0007650.0834230.2399370.3804630.5170270.6518740.7857760.9190591.0518821.184323...7.6932207.7065537.7183367.7285637.7372277.7443247.7498497.7537977.7561677.756957
10.0056410.1438510.2874590.4309470.5742120.7171700.8597441.0018561.1434321.284398...8.5030408.5112408.5183278.5243578.5293798.5334338.5365528.5387628.5400818.540520
20.0056420.2511340.4715860.6963660.9228141.1499241.3772601.6045901.8317732.058707...9.4927879.4972839.5011509.5044269.5071429.5093269.5110009.5121839.5128889.513122
35.7154035.7171835.7225155.7313805.7437455.7595675.7787895.8013435.8271535.856130...9.5636459.5636119.5635839.5635609.5635429.5635289.5635189.5635119.5635069.563505
45.7154035.7198315.7330835.7550695.7856375.8245825.8716465.9265255.9888756.058316...9.6747559.6847329.6935739.7012649.7077939.7131499.7173259.7203129.7221079.722705
55.9351565.9369455.9423065.9512185.9636465.9795435.9988466.0214846.0473696.076407...10.69732010.70207110.70620410.70974010.71269810.71509510.71694410.71825710.71904210.719303
65.9351565.9393295.9518215.9725536.0013946.0381646.0826386.1345496.1935916.259425...11.43524411.49997311.56352311.62539511.68485911.74077411.79128011.83331611.86224011.872745
77.7205307.7219017.7260127.7328477.7423847.7545917.7694277.7868447.8067837.829181...12.65702712.60395412.55080412.49803012.44632812.39680612.35129812.31284812.28608012.276295
87.7207567.7242007.7345177.7516697.7755877.8061807.8433327.8869037.9367347.992647...15.48947015.55862115.62484615.68798915.74781015.80390815.85551015.90088915.93566415.949930
911.69883311.69863411.69804011.69706511.69573311.69407611.69213511.68996311.68762011.685178...16.29910816.28453816.26643516.24496516.22038016.19309216.16388516.13449616.10931216.098243
1011.92470711.92436811.92335611.92168411.91937511.91645911.91297811.90898211.90453011.899691...17.75225717.79336917.82988617.86172117.88879617.91104417.92840717.94084317.94831717.950810
1117.75088617.74956617.74561117.73903417.72985317.71809817.70380417.68701417.66777817.646154...18.12578718.16800418.20559318.23843218.26641218.28943818.30743218.32033018.32808818.330677
1222.40720422.40705522.40661122.40587022.40483522.40350622.40188422.39997322.39777322.395288...22.05130422.05965122.06762122.07502922.08169322.08744322.09211822.09557622.09770122.098419
1322.40789022.40825722.40935322.41116322.41366322.41682022.42059222.42492822.42976922.435052...22.17036322.16826322.16640922.16478722.16339022.16221422.16126822.16056822.16013622.159989
1422.68751822.68726422.68650422.68524822.68351122.68131422.67868222.67564622.67223822.668494...22.22304022.22746022.23150422.23512422.23827522.24091522.24300922.24452822.24544822.245756
1522.68751822.68801422.68949522.69194222.69532122.69958622.70468022.71053322.71706422.724179...22.29593922.29573322.29557722.29546322.29537822.29531822.29527522.29524722.29523022.295225
1622.85401522.85381722.85322422.85223522.85085322.84907822.84691622.84437222.84145722.838182...22.42171622.42126722.42092322.42067222.42049822.42038522.42031822.42028322.42026622.420262
1722.92982522.92967222.92921422.92844922.92737822.92600222.92431922.92232922.92003422.917431...22.57479522.57521522.57231722.56971122.56743022.56550722.56397422.56285722.56217822.561950
1822.92982522.93021822.93139022.93332822.93600822.93939722.94345522.94812822.95336122.959087...22.57837422.57954222.58407122.58827822.59205922.59531322.59795122.59989422.60108522.601486
1923.29713123.29708123.29693023.29666823.29628123.29574923.29504623.29414623.29301723.291627...23.14674023.15209423.15696123.16128923.16503123.16814723.17060423.17237823.17344923.173808
2024.39461524.39503724.39630324.39841324.40137124.40517824.40983624.41535024.42172124.428950...24.24738224.21932324.19378424.17104324.15134824.13491724.12193824.11255724.10688524.104987
2126.57025126.57001326.56930026.56812326.56649526.56443526.56196926.55912426.55593326.552431...24.36199924.33234924.30563924.28205124.26175724.24491524.23166224.22211124.21634624.214419
2226.82399326.82366426.82267926.82104726.81878026.81589826.81242426.80838426.80381126.798737...24.84387024.83781824.83388824.83201824.83208824.83387124.83695124.84060424.84370024.844943
2328.23992828.23937528.23771728.23495828.23110328.22616228.22014628.21306728.20494028.195782...25.16197725.12495725.09041125.05855825.02966825.00410024.98238924.96535724.95420324.950270
\n", "

24 rows × 101 columns

\n", "
" ], "text/plain": [ " 0 1 2 3 4 5 \\\n", "0 -0.000765 0.083423 0.239937 0.380463 0.517027 0.651874 \n", "1 0.005641 0.143851 0.287459 0.430947 0.574212 0.717170 \n", "2 0.005642 0.251134 0.471586 0.696366 0.922814 1.149924 \n", "3 5.715403 5.717183 5.722515 5.731380 5.743745 5.759567 \n", "4 5.715403 5.719831 5.733083 5.755069 5.785637 5.824582 \n", "5 5.935156 5.936945 5.942306 5.951218 5.963646 5.979543 \n", "6 5.935156 5.939329 5.951821 5.972553 6.001394 6.038164 \n", "7 7.720530 7.721901 7.726012 7.732847 7.742384 7.754591 \n", "8 7.720756 7.724200 7.734517 7.751669 7.775587 7.806180 \n", "9 11.698833 11.698634 11.698040 11.697065 11.695733 11.694076 \n", "10 11.924707 11.924368 11.923356 11.921684 11.919375 11.916459 \n", "11 17.750886 17.749566 17.745611 17.739034 17.729853 17.718098 \n", "12 22.407204 22.407055 22.406611 22.405870 22.404835 22.403506 \n", "13 22.407890 22.408257 22.409353 22.411163 22.413663 22.416820 \n", "14 22.687518 22.687264 22.686504 22.685248 22.683511 22.681314 \n", "15 22.687518 22.688014 22.689495 22.691942 22.695321 22.699586 \n", "16 22.854015 22.853817 22.853224 22.852235 22.850853 22.849078 \n", "17 22.929825 22.929672 22.929214 22.928449 22.927378 22.926002 \n", "18 22.929825 22.930218 22.931390 22.933328 22.936008 22.939397 \n", "19 23.297131 23.297081 23.296930 23.296668 23.296281 23.295749 \n", "20 24.394615 24.395037 24.396303 24.398413 24.401371 24.405178 \n", "21 26.570251 26.570013 26.569300 26.568123 26.566495 26.564435 \n", "22 26.823993 26.823664 26.822679 26.821047 26.818780 26.815898 \n", "23 28.239928 28.239375 28.237717 28.234958 28.231103 28.226162 \n", "\n", " 6 7 8 9 ... 91 92 \\\n", "0 0.785776 0.919059 1.051882 1.184323 ... 7.693220 7.706553 \n", "1 0.859744 1.001856 1.143432 1.284398 ... 8.503040 8.511240 \n", "2 1.377260 1.604590 1.831773 2.058707 ... 9.492787 9.497283 \n", "3 5.778789 5.801343 5.827153 5.856130 ... 9.563645 9.563611 \n", "4 5.871646 5.926525 5.988875 6.058316 ... 9.674755 9.684732 \n", "5 5.998846 6.021484 6.047369 6.076407 ... 10.697320 10.702071 \n", "6 6.082638 6.134549 6.193591 6.259425 ... 11.435244 11.499973 \n", "7 7.769427 7.786844 7.806783 7.829181 ... 12.657027 12.603954 \n", "8 7.843332 7.886903 7.936734 7.992647 ... 15.489470 15.558621 \n", "9 11.692135 11.689963 11.687620 11.685178 ... 16.299108 16.284538 \n", "10 11.912978 11.908982 11.904530 11.899691 ... 17.752257 17.793369 \n", "11 17.703804 17.687014 17.667778 17.646154 ... 18.125787 18.168004 \n", "12 22.401884 22.399973 22.397773 22.395288 ... 22.051304 22.059651 \n", "13 22.420592 22.424928 22.429769 22.435052 ... 22.170363 22.168263 \n", "14 22.678682 22.675646 22.672238 22.668494 ... 22.223040 22.227460 \n", "15 22.704680 22.710533 22.717064 22.724179 ... 22.295939 22.295733 \n", "16 22.846916 22.844372 22.841457 22.838182 ... 22.421716 22.421267 \n", "17 22.924319 22.922329 22.920034 22.917431 ... 22.574795 22.575215 \n", "18 22.943455 22.948128 22.953361 22.959087 ... 22.578374 22.579542 \n", "19 23.295046 23.294146 23.293017 23.291627 ... 23.146740 23.152094 \n", "20 24.409836 24.415350 24.421721 24.428950 ... 24.247382 24.219323 \n", "21 26.561969 26.559124 26.555933 26.552431 ... 24.361999 24.332349 \n", "22 26.812424 26.808384 26.803811 26.798737 ... 24.843870 24.837818 \n", "23 28.220146 28.213067 28.204940 28.195782 ... 25.161977 25.124957 \n", "\n", " 93 94 95 96 97 98 \\\n", "0 7.718336 7.728563 7.737227 7.744324 7.749849 7.753797 \n", "1 8.518327 8.524357 8.529379 8.533433 8.536552 8.538762 \n", "2 9.501150 9.504426 9.507142 9.509326 9.511000 9.512183 \n", "3 9.563583 9.563560 9.563542 9.563528 9.563518 9.563511 \n", "4 9.693573 9.701264 9.707793 9.713149 9.717325 9.720312 \n", "5 10.706204 10.709740 10.712698 10.715095 10.716944 10.718257 \n", "6 11.563523 11.625395 11.684859 11.740774 11.791280 11.833316 \n", "7 12.550804 12.498030 12.446328 12.396806 12.351298 12.312848 \n", "8 15.624846 15.687989 15.747810 15.803908 15.855510 15.900889 \n", "9 16.266435 16.244965 16.220380 16.193092 16.163885 16.134496 \n", "10 17.829886 17.861721 17.888796 17.911044 17.928407 17.940843 \n", "11 18.205593 18.238432 18.266412 18.289438 18.307432 18.320330 \n", "12 22.067621 22.075029 22.081693 22.087443 22.092118 22.095576 \n", "13 22.166409 22.164787 22.163390 22.162214 22.161268 22.160568 \n", "14 22.231504 22.235124 22.238275 22.240915 22.243009 22.244528 \n", "15 22.295577 22.295463 22.295378 22.295318 22.295275 22.295247 \n", "16 22.420923 22.420672 22.420498 22.420385 22.420318 22.420283 \n", "17 22.572317 22.569711 22.567430 22.565507 22.563974 22.562857 \n", "18 22.584071 22.588278 22.592059 22.595313 22.597951 22.599894 \n", "19 23.156961 23.161289 23.165031 23.168147 23.170604 23.172378 \n", "20 24.193784 24.171043 24.151348 24.134917 24.121938 24.112557 \n", "21 24.305639 24.282051 24.261757 24.244915 24.231662 24.222111 \n", "22 24.833888 24.832018 24.832088 24.833871 24.836951 24.840604 \n", "23 25.090411 25.058558 25.029668 25.004100 24.982389 24.965357 \n", "\n", " 99 100 \n", "0 7.756167 7.756957 \n", "1 8.540081 8.540520 \n", "2 9.512888 9.513122 \n", "3 9.563506 9.563505 \n", "4 9.722107 9.722705 \n", "5 10.719042 10.719303 \n", "6 11.862240 11.872745 \n", "7 12.286080 12.276295 \n", "8 15.935664 15.949930 \n", "9 16.109312 16.098243 \n", "10 17.948317 17.950810 \n", "11 18.328088 18.330677 \n", "12 22.097701 22.098419 \n", "13 22.160136 22.159989 \n", "14 22.245448 22.245756 \n", "15 22.295230 22.295225 \n", "16 22.420266 22.420262 \n", "17 22.562178 22.561950 \n", "18 22.601085 22.601486 \n", "19 23.173449 23.173808 \n", "20 24.106885 24.104987 \n", "21 24.216346 24.214419 \n", "22 24.843700 24.844943 \n", "23 24.954203 24.950270 \n", "\n", "[24 rows x 101 columns]" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df = pd.read_excel('../SiC-2nd/5/5.1/5.1.2/data.ods', engine='odf', header=None, sheet_name='Gamma-K')\n", "data2 = df.to_numpy()\n", "df" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "mode": "lines", "name": "0", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ -0.000765294300723701, 0.0834226081626929, 0.239937009414852, 0.380462948033229, 0.517026712696542, 0.651874187717527, 0.785775638242295, 0.919059184093209, 1.0518818706743, 1.18432342568694, 1.31642468240752, 1.44820531335573, 1.57967276819474, 1.71082708988646, 1.8416636455889, 1.9721747356819, 2.10235056845702, 2.23217986144832, 2.36165021582741, 2.49074834926382, 2.61946023863438, 2.74777120423495, 2.8756659552891, 3.00312860922899, 3.1301426925688, 3.25669112819967, 3.38275621197241, 3.50831958013565, 3.63336216834482, 3.75786416238193, 3.88180494035759, 4.00516300591738, 4.12791591182112, 4.25004017316303, 4.37151116944591, 4.4923030346931, 4.61238853477723, 4.7317389311588, 4.83515393121063, 4.93247297050945, 5.02789118718566, 5.12140854041907, 5.21302758897586, 5.30275340945012, 5.39059349936135, 5.47655766465386, 5.56065789139619, 5.64290820176399, 5.72332449470359, 5.80192437200458, 5.87872695084679, 5.95375266421998, 6.02702305093055, 6.09856053719738, 6.1683882120892, 6.23652959925834, 6.30300842757495, 6.36784840335615, 6.43107298691319, 6.4927051761079, 6.55276729951743, 6.61128082165963, 6.66826616253344, 6.72374253348934, 6.7777277911683, 6.83023831094593, 6.88128888099672, 6.93089261776189, 6.97906090326965, 7.02580334442757, 7.0711277540875, 7.11504015338168, 7.15754479454753, 7.19864420320264, 7.23833923880411, 7.27662917182818, 7.31351177604144, 7.3489834341022, 7.38303925463145, 7.41567319882843, 7.44687821467333, 7.47664637676029, 7.5049690298356, 7.53183693417721, 7.55724041103896, 7.58116948649693, 7.60361403216728, 7.62456390141666, 7.64400905984944, 7.66193970902739, 7.67834640255222, 7.69322015381333, 7.70655253486855, 7.7183357660779, 7.7285627962475, 7.73722737315621, 7.74432410443237, 7.74984850881712, 7.75379705789642, 7.75616720840613, 7.75695742521541 ] }, { "mode": "lines", "name": "1", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 0.00564057906769582, 0.143851156664359, 0.287458523552789, 0.430947134689575, 0.574211908007206, 0.717170293160975, 0.859743994651506, 1.00185647680806, 1.14343244111621, 1.28439773962319, 1.42467941675148, 1.56420579532751, 1.70290657854221, 1.84071295678823, 1.97755771450588, 2.11337533467197, 2.24810209968885, 2.38167618798866, 2.51403776596976, 2.64512907506452, 2.7748945138557, 2.9032807152406, 3.03023661869882, 3.15571353775636, 3.27966522275951, 3.40204791907523, 3.52282042081849, 3.64194412017734, 3.75938305235433, 3.87510393607588, 3.98907620953685, 4.10127206154861, 4.21166645754767, 4.32023716000392, 4.42696474264398, 4.53183259778621, 4.63482693597093, 4.73593677697329, 4.85032383026188, 4.9681110177766, 5.08506627726699, 5.20115319260048, 5.31633293390635, 5.43056402704005, 5.54380210690236, 5.65599965546639, 5.76710572603999, 5.87706565618549, 5.98582077288118, 6.09330809500592, 6.19946004012029, 6.30420414487484, 6.40746281125024, 6.50915309426598, 6.6091865507724, 6.70746917339502, 6.80390143844852, 6.89837850135643, 6.99079057727633, 7.08102354749194, 7.16895983267209, 7.25447957108272, 7.33746213189035, 7.4177879795168, 7.49534088367345, 7.57001044112945, 7.64169484063915, 7.71030376463877, 7.775761284968, 7.83800858104717, 7.89700629418353, 7.95273633654229, 8.00520300070085, 8.05443326452878, 8.1004762509248, 8.14340187359209, 8.18329876776459, 8.22027165862343, 8.25443835314052, 8.28592655068475, 8.31487065573828, 8.341408747622, 8.36567982398536, 8.38782139371754, 8.40796745636792, 8.42624687275415, 8.44278210691555, 8.45768830311611, 8.47107265234362, 8.48303399927347, 8.49366264139804, 8.50304027550827, 8.51124005175401, 8.51832670118857, 8.52435670839824, 8.52937850613538, 8.53343267360591, 8.53655212413025, 8.53876227130962, 8.54008116564731, 8.54051959589146 ] }, { "mode": "lines", "name": "2", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 0.00564188195728959, 0.251133820024331, 0.471585771232196, 0.696365546158821, 0.922814235217475, 1.14992446102866, 1.37725954666066, 1.60459007850925, 1.83177335544493, 2.05870742255673, 2.285311222372, 2.511515119307, 2.73725599572383, 2.96247454085143, 3.18711366714699, 3.41111754027843, 3.63443095868055, 3.8569989390269, 4.07876642502989, 4.29967806918276, 4.51967805438759, 4.73870993160203, 4.95671645397044, 5.17363938895661, 5.38941928834634, 5.6039951915582, 5.81730422978612, 6.02928108562189, 6.23985724231833, 6.44895992414123, 6.65651057621334, 6.86242264434607, 7.06659826580311, 7.1925589074517, 7.26132527762734, 7.33013496646098, 7.39889134631893, 7.46750102935179, 7.53587380964672, 7.60392258737841, 7.67156327676659, 7.73871469895081, 7.80529845965304, 7.87123880938753, 7.93646248041529, 8.00089848859207, 8.06447787778944, 8.12713336596305, 8.18879881781676, 8.24940840423899, 8.30889518146505, 8.36718856571787, 8.42420965342803, 8.47986230915708, 8.53401638270191, 8.58648008548772, 8.63697847494781, 8.68522655591955, 8.73116819018329, 8.77507189570399, 8.81728633711864, 8.85805485856214, 8.89751182002426, 8.93572432056249, 8.97272173280898, 9.00851146360532, 9.04308704189392, 9.07643253147526, 9.10852534040124, 9.13933847237103, 9.16884273733793, 9.19700912670682, 9.22381133724181, 9.24922826478361, 9.27324619801871, 9.29586044459911, 9.31707621322865, 9.33690871774609, 9.35538260657315, 9.37253090812217, 9.38839370503282, 9.4030167209199, 9.4164499488929, 9.42874639497483, 9.43996096523246, 9.4501494968139, 9.45936791819541, 9.46767151865073, 9.47511430728119, 9.4817484449339, 9.48762373614145, 9.49278717186102, 9.49728251685083, 9.50114993789083, 9.50442567077835, 9.5071417252173, 9.50932562748614, 9.51100020122265, 9.51218338688795, 9.51288810053614, 9.51312213246838 ] }, { "mode": "lines", "name": "3", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 5.71540336980426, 5.7171828394128, 5.72251472579406, 5.73137954661345, 5.74374511015765, 5.75956692278777, 5.77878873824358, 5.80134322955091, 5.82715276109962, 5.85613023674878, 5.88817999954675, 5.92319875969755, 5.96107652953117, 6.0016975471385, 6.04494117368397, 6.09068275288542, 6.13879442447929, 6.18914588645695, 6.24160510333731, 6.29603895967237, 6.35231385937741, 6.41029627238849, 6.4698532306641, 6.53085277575902, 6.59316436020334, 6.65665920480121, 6.72121061379115, 6.78669424963324, 6.85298836904453, 6.9199740218102, 6.98753521386668, 7.05555903618139, 7.1239357610367, 7.26892321977169, 7.43039271119928, 7.49345973849204, 7.55617002645765, 7.61844448550058, 7.68020981301509, 7.74139842631249, 7.80194837982554, 7.8618032704095, 7.92091213555753, 7.97922935122643, 8.03671453930525, 8.09333250058793, 8.14905319936192, 8.20385184411223, 8.25770914273791, 8.31061187521419, 8.36255405359947, 8.41353919621064, 8.4635847681346, 8.51273086788521, 8.56105680028701, 8.60870850663317, 8.65591990413346, 8.7029396258685, 8.7497919698776, 8.79618097506955, 8.84173482115659, 8.88619119976537, 8.92940089331385, 8.97128597568369, 9.01181020724062, 9.05096320606952, 9.08875229079464, 9.12519799377527, 9.16033116931512, 9.19419064805228, 9.22682091709286, 9.25826961763183, 9.28858487351947, 9.31781262779945, 9.34599425572622, 9.37316472139592, 9.39935145452832, 9.42457398226086, 9.4488442142067, 9.47216719250154, 9.49454209693512, 9.51596332501953, 9.53642152174198, 9.55590449023983, 9.56408342221912, 9.56399772036213, 9.5639195001929, 9.56384914685672, 9.5637867389625, 9.56373211530359, 9.56368493382469, 9.56364472365385, 9.56361093088564, 9.56358295868713, 9.56356020219628, 9.56354207859432, 9.56352805265763, 9.56351765803148, 9.56351051441204, 9.5635063407777, 9.56350496477201 ] }, { "mode": "lines", "name": "4", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 5.71540336989155, 5.71983108474049, 5.73308347296314, 5.75506894670242, 5.78563709015458, 5.82458186584933, 5.87164583877565, 5.9265251847732, 5.98887522210791, 6.05831619891185, 6.10848990031261, 6.14350195004049, 6.18131861680537, 6.22180801623584, 6.26483194338477, 6.3102469501317, 6.35790542393597, 6.40765665160636, 6.45934785299892, 6.51282517131285, 6.56793460878332, 6.62452289891986, 6.68243830885758, 6.74153136774102, 6.80165551923831, 6.8626676982061, 6.9244288331477, 6.98680427740461, 7.04966417299777, 7.11288375171033, 7.17634357840615, 7.23992974174949, 7.30353399746941, 7.36705386914352, 7.4692590111219, 7.66743006734321, 7.863202279103, 8.0562455422449, 8.24606535247244, 8.4318717611429, 8.61231708269557, 8.78496095128938, 8.94525925983468, 9.08539225181073, 9.19610589327542, 9.27518637916776, 9.33055782437348, 9.37141144686397, 9.40338110240093, 9.42940738446925, 9.45108210274695, 9.46935672474375, 9.48486200636959, 9.49805383933666, 9.50928366293323, 9.51883484154878, 9.52694281877157, 9.5338070889531, 9.53959881223902, 9.54446598671907, 9.54853717939384, 9.551924362375, 9.55472516394281, 9.55702471639821, 9.55889721156632, 9.56040723409772, 9.56161091878138, 9.56255696365703, 9.56328752179883, 9.56383898897733, 9.5642427006994, 9.56452554961339, 9.56471053249811, 9.56481723475438, 9.56486225932132, 9.5648596061428, 9.56482100764697, 9.56475622513568, 9.56467331048126, 9.5645788370843, 9.56447810364032, 9.56437531389639, 9.56427373523874, 9.5641758386415, 9.57439795917606, 9.59188621128921, 9.60835259240825, 9.62377992527626, 9.63815085180476, 9.65144812384791, 9.66365485810329, 9.67475476632086, 9.68473236809353, 9.69357319026396, 9.70126395441593, 9.70779275197448, 9.71314920505285, 9.71732461029845, 9.72031206255379, 9.72210655511404, 9.72270505367994 ] }, { "mode": "lines", "name": "5", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 5.93515558293732, 5.93694493368054, 5.94230600700191, 5.95121792672426, 5.96364609912696, 5.97954251147691, 5.99884614673405, 6.02148351083974, 6.04736926735391, 6.07640697233664, 6.13443908210187, 6.21681112154564, 6.30498100172507, 6.39848343698123, 6.49684311124135, 6.59957790560858, 6.70620139523888, 6.81622462964193, 6.92915723807643, 7.04450792504593, 7.16178444162922, 7.28049313851103, 7.40013822836994, 7.52022091111912, 7.64023854769922, 7.75968410873583, 7.87804617467416, 7.99480982367641, 8.10945880903417, 8.22147948929158, 8.33036701087074, 8.43563421726327, 8.53682361534781, 8.63352241080458, 8.72538012413481, 8.81212775214064, 8.89359720554077, 8.96974037649181, 9.04064919683289, 9.106581669999, 9.16800339465877, 9.22565364865989, 9.28060589082848, 9.33409200244332, 9.38652085737554, 9.43633478080207, 9.48152146872059, 9.52165886135305, 9.55742030405622, 9.58966610949321, 9.61914264515293, 9.64645888050537, 9.67211815410436, 9.6965482873133, 9.72012263703692, 9.74317406022623, 9.76600427450275, 9.7888903003136, 9.81208898583727, 9.83584018387427, 9.86036889976158, 9.88588659030465, 9.91259172064352, 9.94066965318416, 9.97029193608812, 10.0016150701123, 10.0347788560615, 10.0699044553555, 10.107092327151, 10.1464202302211, 10.1879414893595, 10.2316837186007, 10.2776481639365, 10.3258097773927, 10.3761180676782, 10.4284986991034, 10.4828557407603, 10.5390744118801, 10.5675102253457, 10.5826899936549, 10.5969079119544, 10.6101880697433, 10.6225557776358, 10.634037385826, 10.6446600833623, 10.654451678486, 10.6634403607104, 10.6716544458119, 10.6791221054661, 10.6858710838846, 10.6919284044698, 10.6973200701885, 10.7020707620333, 10.7062035405607, 10.7097395560164, 10.7126977729361, 10.7150947153066, 10.7169442383278, 10.7182573325274, 10.719041965413, 10.7193029650249 ] }, { "mode": "lines", "name": "6", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 5.93515558300071, 5.93932851564526, 5.95182066757552, 5.97255260383596, 6.00139358315398, 6.0381639377738, 6.08263822342286, 6.13454897747949, 6.19359090258953, 6.25942528634177, 6.33168447418808, 6.40997623034749, 6.49388784703444, 6.58298989286691, 6.67683952389604, 6.77498331309732, 6.87695958489392, 6.98230026967472, 7.09053231938082, 7.20117874969775, 7.31375939817889, 7.42779151175075, 7.54279030221325, 7.6582696344392, 7.77374303750423, 7.88872525038438, 8.00273452492509, 8.1152959005249, 8.2259456269549, 8.33423683612776, 8.43974645406184, 8.54208323003145, 8.64089671241311, 8.73588714135656, 8.82681671200859, 8.91352364422072, 8.99594216757455, 9.07175676975979, 9.12388965984553, 9.17572355016919, 9.22719876849344, 9.27825871452063, 9.32884973855961, 9.37892101332986, 9.42842440246679, 9.47731432913284, 9.52554764790934, 9.57308352284511, 9.61988331417951, 9.66591047584686, 9.71113046542169, 9.75551066769183, 9.79902033256627, 9.84163052755347, 9.88331410459702, 9.92404568064648, 9.96380163098066, 10.0025600940008, 10.0403009859757, 10.0770060240526, 10.1126587557493, 10.1472445930989, 10.1807508496419, 10.2131667785128, 10.2444836099703, 10.2746945868319, 10.3037949964043, 10.3317821976218, 10.358655642226, 10.3844168889128, 10.4090696094511, 10.4326195858263, 10.4550746974903, 10.4764448978039, 10.4967421787504, 10.5159805229788, 10.534175842217, 10.5513459010853, 10.5970241335643, 10.6565616840076, 10.7175342616633, 10.7797822827866, 10.8431417686923, 10.9074462055829, 10.9725277779379, 11.0382178774121, 11.1043467641421, 11.1707421938206, 11.2372267007813, 11.3036130058781, 11.3696966241662, 11.4352440369081, 11.4999734783291, 11.5635228935242, 11.6253948048887, 11.6848585707095, 11.7407740514495, 11.7912801580914, 11.8333158868049, 11.8622399244201, 11.8727449939195 ] }, { "mode": "lines", "name": "7", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 7.72052962165104, 7.72190133155706, 7.72601181218812, 7.73284715564872, 7.74238431265545, 7.75459128600276, 7.7694273967957, 7.78684361900011, 7.8067829768247, 7.82918099857178, 7.85396621989356, 7.88106072888017, 7.91038074508547, 7.94183722446238, 7.97533648221934, 8.01078082580659, 8.04806919057311, 8.0870977710798, 8.12776064158666, 8.16995035982655, 8.21355854881362, 8.25847645209011, 8.30459545847313, 8.35180759300954, 8.40000597147231, 8.44908521632778, 8.49894183266692, 8.54947454312318, 8.60058458129594, 8.65217594366396, 8.70415560041039, 8.75643366599406, 8.80892353069196, 8.86154195470899, 8.91420912680271, 8.96684868970228, 9.01938773491045, 9.07413443015562, 9.14834622312149, 9.21911214753788, 9.28746907876637, 9.35541093378722, 9.42681979909059, 9.50879076867757, 9.61074785962799, 9.73708949242823, 9.88255740363791, 10.0390441656933, 10.2008975888372, 10.3649537230008, 10.5294852637915, 10.6935114018278, 10.8564436047718, 11.0179086426876, 11.1776574163255, 11.3355157692466, 11.4913566029763, 11.6450832337438, 11.7966188600953, 11.945899356341, 12.0928677203554, 12.2374689581275, 12.3796441669233, 12.5193219744693, 12.656403713543, 12.7907338602145, 12.9220329455315, 13.0497217451731, 13.1723704349162, 13.2855698352835, 13.3736688075597, 13.4105710622476, 13.4106186125224, 13.3964565814262, 13.3754588499541, 13.3499946879503, 13.3210803518214, 13.289272401347, 13.2549329821756, 13.2183261600975, 13.1796592435176, 13.1391032421651, 13.0968044162207, 13.0528916657305, 13.0074818748989, 12.9606842780046, 12.9126044872053, 12.8633486774031, 12.8130284425624, 12.761767002618, 12.7097077993673, 12.6570272067441, 12.6039543774551, 12.5508037281161, 12.4980303727073, 12.4463280584931, 12.396805618841, 12.35129849205, 12.312847720016, 12.2860803558768, 12.2762951212939 ] }, { "mode": "lines", "name": "8", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 7.72075601141804, 7.72419973890996, 7.73451740646411, 7.75166865526346, 7.77558683411119, 7.80617989790297, 7.84333162327288, 7.88690310218432, 7.93673446698009, 7.99264679562059, 8.05444414359105, 8.12191564914104, 8.19483766085592, 8.27297584067424, 8.35608720089732, 8.44392204002872, 8.53622574898, 8.63274046589675, 8.73320656427767, 8.83736396494688, 8.94495326765054, 9.05571670251704, 9.16939890535025, 9.28574752378161, 9.40451366379444, 9.52545218818758, 9.64832188030939, 9.77288548799271, 9.89890966414459, 10.0261648218774, 10.1544249232635, 10.2834672213924, 10.4130719747766, 10.5430221503943, 10.6731031256486, 10.803102389209, 10.9328092254849, 11.0620143479764, 11.1905094254261, 11.3180864263655, 11.4445366990563, 11.5696497120372, 11.6932114102208, 11.8150021922041, 11.9347945789997, 12.0523507104965, 12.1674198607191, 12.279736198383, 12.3890170357965, 12.4949618151719, 12.5972520882728, 12.6955527608389, 12.7895148954825, 12.8787803810009, 12.9629887551273, 13.041786376933, 13.1148379523478, 13.1818401083101, 13.2425363138959, 13.2967320435788, 13.344308813504, 13.3852357865685, 13.4195782470089, 13.4475036474192, 13.4692886681642, 13.4853365154006, 13.4962286983226, 13.5028842464761, 13.5070943654176, 13.5136367220881, 13.5385261059293, 13.6082085169804, 13.708671369563, 13.8175747726884, 13.9278239493178, 14.0373021800814, 14.1452198553491, 14.2512225226151, 14.355127402234, 14.4568290815353, 14.5562603135637, 14.6533736902738, 14.7481321990259, 14.8405039136016, 14.9304587411385, 15.0179662310437, 15.1029939239673, 15.1855059284248, 15.2654614930584, 15.3428133405922, 15.4175054459042, 15.4894697316744, 15.5586206989876, 15.6248460005784, 15.6879885970832, 15.7478101318732, 15.8039084261711, 15.855510336721, 15.9008891072731, 15.9356638089879, 15.9499297698057 ] }, { "mode": "lines", "name": "9", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 11.6988334870281, 11.6986339398861, 11.698039906104, 11.6970652222244, 11.6957329950949, 11.6940756727562, 11.6921351475649, 11.6899628952602, 11.6876201544996, 11.6851781519939, 11.6827183787038, 11.6803329225355, 11.6781248624536, 11.6762087277833, 11.6747110244754, 11.6737708269915, 11.6735404298783, 11.6741860466019, 11.6758885342666, 11.6788441108393, 11.6832650157859, 11.6893800450022, 11.697434866191, 11.7076919914546, 11.7204302506845, 11.7359435744072, 11.7545388617855, 11.7765326840097, 11.8022465622704, 11.8320005695715, 11.8661050396667, 11.9048502175352, 11.9484937312511, 11.9972457693959, 12.051251815449, 12.1105729981421, 12.1751658747501, 12.2448705770861, 12.3194328047832, 12.3985917067646, 12.4821977507638, 12.5702294551881, 12.6626824145486, 12.7594662027956, 12.8603802162921, 12.9651359923149, 13.0733882402172, 13.1847604440924, 13.2988630394538, 13.4153053396444, 13.5337026486916, 13.653679689685, 13.7748711617503, 13.8969199869859, 14.0194736110775, 14.142178576355, 14.2646735173507, 14.3865807898533, 14.507497219869, 14.6269850470761, 14.7445650788237, 14.8597151957926, 14.9718780998375, 15.0804816431224, 15.1849724501097, 15.284859065071, 15.3797561008963, 15.4694180842214, 15.5537527828114, 15.6328093498112, 15.7067448378312, 15.7757794648858, 15.8401528477015, 15.9000900945337, 15.9557811349473, 16.0073721359359, 16.0549656513165, 16.098625911155, 16.1383864185644, 16.174258007958, 16.2062363452977, 16.2343084150333, 16.2584578730393, 16.2786693197968, 16.2949316269781, 16.3072404792735, 16.3156003013803, 16.3200257465853, 16.320542942763, 16.3171907402429, 16.3100223113429, 16.2991076699845, 16.2845381394839, 16.2664348066337, 16.2449653659558, 16.2203797599698, 16.1930917515147, 16.1638852192775, 16.1344960739534, 16.1093122235882, 16.0982427065299 ] }, { "mode": "lines", "name": "10", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 11.9247070838087, 11.924368207293, 11.9233560495123, 11.9216840381838, 11.9193745948318, 11.9164591998703, 11.9129784878445, 11.9089823768289, 11.9045302369399, 11.899691103734, 11.89454394289, 11.8891779729578, 11.8836930530247, 11.8782001418054, 11.8728218337604, 11.8676929762066, 11.8629613687403, 11.8587885423169, 11.8553506095787, 11.8528391699721, 11.851462242216, 11.8514451821198, 11.8530315249923, 11.8564836685935, 11.862083284989, 11.8701313191387, 11.8809474018146, 11.8948684806802, 11.9122464664866, 11.9334447174138, 11.958833266559, 11.9887828655618, 12.0236582056568, 12.0638111093808, 12.1095750110197, 12.1612622995789, 12.2191646614825, 12.2835495130087, 12.3546287917549, 12.4324692223917, 12.5168802742918, 12.6074103383387, 12.7034762885794, 12.8044889014873, 12.9099009292338, 13.0192082779172, 13.1319404145362, 13.2476530094643, 13.3659242012291, 13.486353155564, 13.6085596747639, 13.732184139122, 13.8568874814789, 13.9823511636154, 14.1082772837906, 14.2343890347509, 14.360431761665, 14.4861748203833, 14.611414259107, 14.7359759787112, 14.8597184526497, 14.9825334556696, 15.1043429885195, 15.2250912849955, 15.3447326518821, 15.4632180856566, 15.5804845278379, 15.6964493867226, 15.811010477498, 15.9240495896012, 16.0354374020541, 16.1450380763626, 16.2527127504335, 16.3583218193762, 16.4617262141307, 16.5627879747769, 16.6613703850739, 16.7573378690384, 16.8505557871683, 16.9408902213621, 17.0282078041317, 17.1123756260283, 17.193261241569, 17.2707327853885, 17.3446592047322, 17.414910610371, 17.4813587447105, 17.5438775627822, 17.6023439187002, 17.6566383469529, 17.7066459246003, 17.7522571971783, 17.7933691480261, 17.8298861880427, 17.8617211407467, 17.8887961961464, 17.9110438064823, 17.928407497487, 17.9408425704812, 17.9483166733591, 17.9508102222351 ] }, { "mode": "lines", "name": "11", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 17.7508858221437, 17.749566204925, 17.7456114228498, 17.7390336545927, 17.7298530984998, 17.7180978261189, 17.7038035823911, 17.6870135374226, 17.6677779957242, 17.646154069493, 17.6222053229087, 17.5960013945282, 17.5676176047213, 17.5371345547255, 17.5046377233757, 17.4702170669226, 17.4339666266653, 17.3959841484283, 17.356370717259, 17.3152304101552, 17.2726699691664, 17.2287984968799, 17.183727176106, 17.1375690155217, 17.0904386231188, 17.0424520095247, 16.9937264236081, 16.9443802232488, 16.8945327847219, 16.8443044548134, 16.7938165505444, 16.7431914122102, 16.6925525163455, 16.642024656168, 16.591734198032, 16.5418094233819, 16.4923809665904, 16.443582359809, 16.3955506964212, 16.3484274246746, 16.3023592823183, 16.2574993811764, 16.2140084470242, 16.1720562141698, 16.1318229648293, 16.0935011895688, 16.0572973254021, 16.0234335012039, 15.9921491848215, 15.9637025823811, 15.9383715893727, 15.9164540398235, 15.8982669536263, 15.8841444581711, 15.8744340797801, 15.8694911859868, 15.8696715269134, 15.8753220649374, 15.8867705453385, 15.9043144396673, 15.9282098392928, 15.9586604624371, 15.9958061848651, 16.0397097343816, 16.0903400935522, 16.147552564416, 16.2110686278291, 16.2804624527395, 16.3551623897035, 16.4344725588652, 16.5176124259396, 16.6037653226804, 16.6921245356139, 16.7819285015986, 16.8724819608552, 16.9631643835646, 17.0534291799941, 17.1427974405076, 17.2308491765678, 17.3172140228751, 17.4015625066836, 17.4835984005915, 17.5630523203312, 17.6396765409118, 17.7132409196968, 17.7835297879891, 17.8503396744779, 17.9134777376451, 17.9727608008634, 18.0280148989966, 18.0790752569941, 18.1257866288323, 18.1680039295459, 18.2055930947607, 18.238432102053, 18.2664120876859, 18.2894384918672, 18.3074321666163, 18.3203303834206, 18.3280876836441, 18.3306765233445 ] }, { "mode": "lines", "name": "12", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 22.4072036534922, 22.4070553949618, 22.4066107895778, 22.4058703491125, 22.4048349304419, 22.4035057417354, 22.401884351687, 22.3999727022572, 22.3977731253921, 22.395288364094, 22.3925215980262, 22.3894764735462, 22.3861571376968, 22.3825682752545, 22.3787151475047, 22.3746036310076, 22.3702402543102, 22.3656322303978, 22.3607874826948, 22.3557146626551, 22.3504231574082, 22.3449230865201, 22.3392252876325, 22.3333412914724, 22.3272832874061, 22.3210640812703, 22.3146970475846, 22.3081960784248, 22.3015755311926, 22.2948501773008, 22.2880351534308, 22.2811459165754, 22.2741982036003, 22.2672079955966, 22.2601914868782, 22.2531650581428, 22.2461452530548, 22.2391487573394, 22.2321923793838, 22.2252930313161, 22.2184677095589, 22.2117334739262, 22.2051074244278, 22.1986066750624, 22.1922483240062, 22.1860494197361, 22.180026922757, 22.1741976627289, 22.168578290913, 22.1631852279646, 22.1580346072066, 22.1531422136028, 22.1485234187244, 22.1441931120616, 22.1401656290685, 22.1364546763497, 22.1330732543966, 22.1300335782648, 22.1273469965481, 22.12502390896, 22.1230736827791, 22.121504568354, 22.1203236138085, 22.1064701793356, 22.0927654785693, 22.0795454445808, 22.0668777779399, 22.0548309090988, 22.0434733754233, 22.0328731028488, 22.023096588635, 22.0142079837112, 22.0062680757552, 21.9993331774331, 21.9934539280936, 21.9886740215972, 21.9850288777691, 21.9825442800615, 21.9812350072605, 21.9811034923238, 21.982138546546, 21.9843141921044, 21.9875886505358, 21.9919035387372, 21.9971833275083, 22.0033351201606, 22.0102488097057, 22.0177976715028, 22.0258394422254, 22.0342179229615, 22.0427651208563, 22.0513039066811, 22.0596511142377, 22.0676209486323, 22.0750285294344, 22.0816934297657, 22.0874432801439, 22.0921179706567, 22.095575584173, 22.0977012773279, 22.0984188106539 ] }, { "mode": "lines", "name": "13", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 22.4078899262522, 22.4082568144812, 22.409352598057, 22.4111626917172, 22.4136629798594, 22.4168201048432, 22.4205918675259, 22.4249277365427, 22.4297694613462, 22.4350517822762, 22.4407032289903, 22.4466469965723, 22.4528018866759, 22.4590832993513, 22.4654042599267, 22.4716764646637, 22.4778113290641, 22.4837210237702, 22.4893194850355, 22.4945233896322, 22.4992530875601, 22.5034334895234, 22.5069949091371, 22.5098738612275, 22.5120138163471, 22.5133659067444, 22.5138895700759, 22.5135531046826, 22.5123340963337, 22.5102196646905, 22.5072064731553, 22.5033004527997, 22.498516211981, 22.4928761363081, 22.4864092226115, 22.4791497264198, 22.4711357262747, 22.4624077146632, 22.4530073142267, 22.4429761937682, 22.4323552283636, 22.4211839183689, 22.4095000579931, 22.3973396274588, 22.3847368734398, 22.3717245390231, 22.3583342050209, 22.3445967073866, 22.330542599524, 22.3162026326902, 22.3016082320794, 22.2867919504067, 22.2717878848094, 22.2566320466062, 22.2413626768137, 22.2260205032005, 22.2106489369412, 22.1952942085381, 22.1800054435545, 22.1648346789052, 22.1498368200508, 22.1350695385999, 22.120593108698, 22.119536579047, 22.1191478490751, 22.1191603467154, 22.1195754446737, 22.1203928770092, 22.1216106500436, 22.1232249527988, 22.1252300671154, 22.1276182776823, 22.1303797823118, 22.1335026029185, 22.1369724978204, 22.1407728761816, 22.1448847156841, 22.1492864848572, 22.1539540719598, 22.1588607229103, 22.1639769915492, 22.1692707065172, 22.1747069602625, 22.1802481271482, 22.1858539192393, 22.1890162468338, 22.1851159685604, 22.181547986483, 22.1783021581978, 22.1753659675268, 22.1727248313581, 22.1703626471565, 22.1682626675256, 22.1664088022584, 22.1647874314558, 22.1633897101855, 22.1622140652258, 22.1612680529299, 22.1605680984293, 22.1601355317122, 22.1599888691173 ] }, { "mode": "lines", "name": "14", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 22.6875182409619, 22.6872638973465, 22.6865040204463, 22.6852479765415, 22.6835110571513, 22.6813140194729, 22.6786824774217, 22.6756461739787, 22.6722381689709, 22.668493977274, 22.6644506908829, 22.6601461149158, 22.6556179430587, 22.6509029928639, 22.6460365162359, 22.6410515957459, 22.6359786333453, 22.6308449346675, 22.6256743893951, 22.6204872460374, 22.615299977792, 22.610125234871, 22.6049718776585, 22.5998450843031, 22.5947465257979, 22.5896746012598, 22.584624725967, 22.57958966473, 22.574559903314, 22.5695240508479, 22.5644692663816, 22.559381702922, 22.5542469623354, 22.5490505544076, 22.5437783530815, 22.5384170424638, 22.5329545446446, 22.527380420778, 22.5216862363398, 22.5158658811243, 22.5099158345136, 22.5038353669835, 22.4976266698247, 22.4912949067185, 22.484848183149, 22.4782974325699, 22.4716562216373, 22.4649404804294, 22.4581681671186, 22.4513588797214, 22.444533430053, 22.4377133966255, 22.4309206738273, 22.4241770342954, 22.4175037200168, 22.4109210755561, 22.404448234094, 22.3981028639308, 22.391900979951, 22.3858568214457, 22.3799827947848, 22.3742894768095, 22.364896219432, 22.3545671219342, 22.3444040081536, 22.3344180335597, 22.324620445136, 22.3150226298795, 22.305636134061, 22.2964726548807, 22.2875440066583, 22.2788620638155, 22.2704386827425, 22.2622856042907, 22.2544143382209, 22.2468360305471, 22.2395613144459, 22.2326001453182, 22.2259616207464, 22.2196537865446, 22.2136834308804, 22.208055869595, 22.202774727393, 22.1978417215522, 22.1932564572721, 22.1914814899837, 22.1970855974035, 22.2026188392076, 22.2080319719604, 22.2132743245819, 22.218294312721, 22.2230400550958, 22.227460086746, 22.2315041592811, 22.2351241171229, 22.2382748428545, 22.2409152717841, 22.2430094772591, 22.244527810995, 22.2454480377248, 22.2457563405872 ] }, { "mode": "lines", "name": "15", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 22.6875182413145, 22.6880141858814, 22.689495358123, 22.6919418418712, 22.6953206721192, 22.6995861604412, 22.7046803131268, 22.7105332931096, 22.717063840512, 22.7241794963144, 22.7317763265805, 22.7397375125618, 22.7479293593944, 22.7561911049557, 22.7643085520393, 22.7719416473671, 22.7784209337884, 22.7823547734707, 22.7822109342012, 22.7786414935483, 22.7732912760676, 22.7670464049363, 22.7602742590093, 22.7531414803941, 22.7457360376299, 22.7381110298686, 22.7303016678411, 22.7223323908371, 22.7142200198351, 22.7059752326854, 22.6976033562021, 22.6891049556972, 22.6804764655082, 22.6717109715897, 22.6627991689679, 22.6537304547332, 22.6444940783457, 22.6350802553648, 22.6254811559213, 22.6156916995575, 22.605710115866, 22.5955382585394, 22.5851816840497, 22.5746495229347, 22.5639541815007, 22.5531109159026, 22.5421373206535, 22.5310527711515, 22.5198778558428, 22.50863382882, 22.4973421083043, 22.4860238407535, 22.4746995444092, 22.4633888401134, 22.4521102714331, 22.4408812108022, 22.4297178438192, 22.4186352202642, 22.4076473579784, 22.3967673845495, 22.3860077017046, 22.3753801582838, 22.3687856725427, 22.3634785189431, 22.3583736249824, 22.3534752373522, 22.3487864206265, 22.3443092407554, 22.3400449413353, 22.3359941031954, 22.3321567793782, 22.3285325995205, 22.3251208398049, 22.3219204569406, 22.3189300868737, 22.3161480109953, 22.3135720943876, 22.3111997020445, 22.3090275999909, 22.3070518487999, 22.3052676972277, 22.3036694836103, 22.3022505524083, 22.3010031929339, 22.2999186069595, 22.2989869116553, 22.2981971841789, 22.2975375541829, 22.2969953503635, 22.2965573065798, 22.2962098314123, 22.2959393413772, 22.295732651146, 22.2955774028724, 22.2954625007313, 22.2953784979907, 22.2953178685627, 22.2952750944822, 22.2952465288566, 22.2952300567484, 22.2952246589151 ] }, { "mode": "lines", "name": "16", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 22.8540148199927, 22.8538170507787, 22.8532237945948, 22.8522353678125, 22.8508527802454, 22.8490782969889, 22.8469160100146, 22.8443723765438, 22.8414567895684, 22.8381823618247, 22.8345672633258, 22.8306372745495, 22.8264310128681, 22.8220114457992, 22.8174936527044, 22.8131186899462, 22.80945860781, 22.8078106929619, 22.8096173126228, 22.8141423701504, 22.8196641170521, 22.8252276964268, 22.8304060811137, 22.83498271706, 22.8388298290912, 22.8346742878294, 22.8270702914772, 22.8192157180754, 22.8111207159276, 22.8027964636858, 22.7942551764999, 22.7855101008118, 22.7765754966345, 22.7674666061918, 22.7581996079299, 22.7487915551624, 22.7392602990073, 22.7296243958184, 22.7199029999929, 22.7101157438238, 22.700282606892, 22.6904237782702, 22.6805595154491, 22.6707100042701, 22.6608952241833, 22.6511348227874, 22.6414480028411, 22.6318534238415, 22.6223691189471, 22.6130124266519, 22.6037999353644, 22.5947474380691, 22.5858698936577, 22.5771813913741, 22.568695115101, 22.5604233048745, 22.5523772139329, 22.5445670606871, 22.53700197612, 22.5296899481955, 22.522637765806, 22.515850965557, 22.5093337852383, 22.5030891281338, 22.4971185423483, 22.491422219061, 22.4859990130432, 22.4808464879114, 22.4759609874588, 22.4713377330819, 22.4669709458888, 22.46285399066, 22.4589795375486, 22.455339736373, 22.4519263976553, 22.448731174214, 22.4457457371256, 22.4429619401228, 22.4403719668927, 22.4379684561156, 22.4357445993014, 22.4336942064387, 22.4318117341159, 22.4300922701807, 22.4285314683643, 22.4271254259757, 22.4258704983419, 22.4247630459089, 22.4237991147755, 22.4229740599015, 22.4222821330288, 22.4217160744156, 22.4212667672359, 22.4209230320749, 22.4206716498303, 22.4204976958959, 22.4203852383908, 22.4203183944884, 22.4202826571729, 22.4202663182597, 22.4202617509248 ] }, { "mode": "lines", "name": "17", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 22.9298253998984, 22.9296724691771, 22.9292136651195, 22.9284489527847, 22.9273782715066, 22.9260015332311, 22.9243186225979, 22.9223294009693, 22.9200337163647, 22.9174314208902, 22.9145223966834, 22.911306590748, 22.9077840584255, 22.9039550147277, 22.8998198923654, 22.8953794050745, 22.89063461474, 22.8855870008293, 22.8802385307249, 22.8745917296769, 22.8686497492318, 22.8624164331309, 22.8558963797841, 22.8490950005131, 22.842018572804, 22.8418646794776, 22.8440323402614, 22.8452980441385, 22.8456432680686, 22.8450633458761, 22.8435657158766, 22.8411684273001, 22.8378987511161, 22.8337918411723, 22.8288894373585, 22.8232386220239, 22.8168906471726, 22.8098998496507, 22.8023226681445, 22.7942167712836, 22.7856403014809, 22.7766512348361, 22.7673068536654, 22.7576633250368, 22.7477753761013, 22.7376960550024, 22.7274765647491, 22.7171661566751, 22.7068120700013, 22.6964595045781, 22.6861516150604, 22.6759295164919, 22.6658322934161, 22.6558970070388, 22.6461586974594, 22.6366503803852, 22.627403039862, 22.6184456202424, 22.6098050217394, 22.6015061044104, 22.593571705248, 22.5860226722622, 22.5788779181126, 22.5721544941233, 22.5658676835611, 22.5600311110571, 22.5546568631665, 22.5497556134388, 22.5453367440969, 22.5414084555448, 22.5379778544515, 22.5350510110486, 22.5326329764767, 22.5307277514699, 22.5293381983034, 22.5284658887233, 22.5281108815115, 22.5282714244376, 22.528943576675, 22.5301207494249, 22.5317931646534, 22.5339472347338, 22.5365648696692, 22.53962272381, 22.5430914009683, 22.5469346459942, 22.5511085625887, 22.5555609115818, 22.5602305608863, 22.5650471769312, 22.5699312655094, 22.5747946840038, 22.5752149039608, 22.5723168789834, 22.5697109109516, 22.5674300181835, 22.5655072670424, 22.5639738364922, 22.5628569325648, 22.5621777626246, 22.561949822867 ] }, { "mode": "lines", "name": "18", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 22.9298254002524, 22.9302176519085, 22.9313897429006, 22.9333276358738, 22.9360078474408, 22.9393974818346, 22.9434545053196, 22.9481283281968, 22.9533606835296, 22.9590867408631, 22.965236377013, 22.9717355324077, 22.9785075956258, 22.9854747716588, 22.9925593982138, 22.9996851796842, 23.0067783120212, 23.0137684752145, 23.0205896745476, 23.0271809177419, 23.0334867225921, 23.0394574583064, 23.0450495327, 23.0502254455483, 23.0549537345879, 23.0592088437849, 23.0629709429671, 23.0662257237732, 23.0689641898914, 23.0711824511197, 23.0728815224989, 23.0740671231402, 23.0747494653702, 23.0749430237635, 23.0746662751855, 23.0739414043599, 23.0727939737321, 23.0712525606336, 23.0591279088478, 23.0458292931619, 23.0324616549811, 23.0190539546121, 23.005633231856, 22.9922245013986, 22.9788507141581, 22.9655327829396, 22.9522896680803, 22.9391385162314, 22.9260948431815, 22.913172749844, 22.9003851593088, 22.887744062279, 22.8752607582753, 22.8629460806716, 22.8508105948377, 22.8388647603108, 22.827119049871, 22.8155840205476, 22.8042703338066, 22.7931887243979, 22.7823499194784, 22.7717645116412, 22.7614427913295, 22.7513945457689, 22.741628833, 22.7321537408051, 22.7229761412701, 22.7141014523763, 22.7055334183191, 22.6972739201738, 22.6893228280183, 22.6816779046591, 22.6743347696921, 22.6672869307844, 22.660525886863, 22.654041305442, 22.6478212737379, 22.6418526206738, 22.6361213044847, 22.6306128585429, 22.6253128862864, 22.6202075947678, 22.6152843552821, 22.610532278623, 22.605942791539, 22.6015101996112, 22.59723221971, 22.593110462044, 22.5891508372943, 22.5853638582836, 22.58176479827, 22.5783736601091, 22.5795417513833, 22.5840710699881, 22.5882781360991, 22.5920587483487, 22.5953131229789, 22.5979505005962, 22.5998938998472, 22.6010845693909, 22.6014856447016 ] }, { "mode": "lines", "name": "19", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 23.2971308418517, 23.297081474659, 23.296930340067, 23.2966684416182, 23.2962811211933, 23.2957485427284, 23.2950463311469, 23.2941463330287, 23.293017461925, 23.2916265907159, 23.2899394556011, 23.2879215405188, 23.2855389162483, 23.2827590143945, 23.2795513222778, 23.275887990002, 23.2717443453917, 23.2670993159717, 23.2619357597326, 23.2562407081802, 23.2500055262555, 23.243225994284, 23.2359023173261, 23.2280390672802, 23.2196450629586, 23.2107331931855, 23.2013201878359, 23.1914263416879, 23.1810751960206, 23.1702931830913, 23.159109238955, 23.147554390551, 23.1356613235511, 23.1234639381059, 23.110996900295, 23.0982951977184, 23.085393708191, 23.072326790826, 23.0693483682841, 23.0671148196215, 23.0645871441945, 23.0618019684962, 23.0587969193561, 23.0556102486092, 23.0522804854967, 23.0488461213274, 23.0453453290382, 23.041815718548, 23.0382941272804, 23.0348164439796, 23.0314174629687, 23.0281307652899, 23.0249886227041, 23.0220219202839, 23.0192600932775, 23.0167310740255, 23.0144612449423, 23.0124753939135, 23.0107966688767, 23.0094465288293, 23.0084446890252, 23.0078090586625, 23.0075556699065, 23.0076985976289, 23.0082498697478, 23.0092193685198, 23.0106147235444, 23.0124411975818, 23.0147015665579, 23.0173959953209, 23.0205219108353, 23.0240738745532, 23.0280434557179, 23.0324191073428, 23.0371860466248, 23.0423261416181, 23.047817806191, 23.0536359056517, 23.0597516760509, 23.066132661101, 23.0727426719739, 23.0795417769927, 23.0864863304419, 23.0935290523268, 23.1006191737853, 23.1077026656745, 23.1147225701112, 23.1216194556664, 23.1283320154125, 23.1347978218367, 23.1409542424614, 23.1467395040276, 23.1520938715848, 23.1569608840725, 23.1612885648833, 23.1650305119234, 23.1681467752237, 23.1706044571441, 23.1723780197058, 23.1734493445138, 23.173807643015 ] }, { "mode": "lines", "name": "20", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 24.3946154913325, 24.3950371992479, 24.3963027353374, 24.3984133022869, 24.4013707905539, 24.4051776089747, 24.4098364509612, 24.4153499998112, 24.421720577878, 24.4289497456988, 24.4370378586333, 24.4459835900773, 24.4557834318277, 24.4664311835927, 24.477917444863, 24.4902291232781, 24.5033489741236, 24.5172551855822, 24.5319210237759, 24.5473145504254, 24.5633984241466, 24.5801297940391, 24.5974602914187, 24.6153361224288, 24.6336982610176, 24.6524827385551, 24.6716210233756, 24.6910404809171, 24.7106649030162, 24.7304150933912, 24.7502094954382, 24.7699648481749, 24.7895968564381, 24.809020862199, 24.8281525049983, 24.8469083609214, 24.8652065511067, 24.8829673124183, 24.9001135245288, 24.9165711891727, 24.9322698587035, 24.9471430122876, 24.9611283790654, 24.9741682084231, 24.9862094881335, 24.9972041115669, 25.0071089954519, 25.0158861498053, 25.0235027016598, 25.0299308741125, 25.0351479220161, 25.0391360253274, 25.0418821407354, 25.0433778116901, 25.0436189363602, 25.0426054923207, 25.0403412159274, 25.0368332333278, 25.032091638898, 25.0261290155588, 25.0189598899429, 25.0106001138064, 25.0010661615387, 24.990374332384, 24.9785398455137, 24.9655758172022, 24.9514921133933, 24.9362940800363, 24.9199811709469, 24.9025455231746, 24.883970578894, 24.8642299271554, 24.8432866429401, 24.821093531719, 24.7975948244171, 24.7727299589929, 24.746440039946, 24.7186772687151, 24.6894170010005, 24.6586711659383, 24.6265008670293, 24.5930255572821, 24.5584266439243, 24.5229447019605, 24.4868711068403, 24.4505360987483, 24.414295643237, 24.378519043911, 24.3435784847523, 24.3098409070482, 24.2776620559676, 24.2473822052992, 24.2193229502449, 24.1937844915635, 24.171042965078, 24.1513475508345, 24.1349172866206, 24.1219376802618, 24.1125573415971, 24.1068849247668, 24.1049866808131 ] }, { "mode": "lines", "name": "21", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 26.570250897088, 26.5700125219187, 26.5693003130682, 26.5681229568783, 26.5664947193518, 26.5644351323641, 26.561968560533, 26.5591236550386, 26.5559327026257, 26.5524308800406, 26.5486554262205, 26.5446447466374, 26.5404374662284, 26.5360714492387, 26.5315828059728, 26.5270049077595, 26.5223674322933, 26.5176954617878, 26.5130086559718, 26.5083205208159, 26.5036377919462, 26.4989599490173, 26.4942788739318, 26.4895786618366, 26.4848355894602, 26.4800182407772, 26.4750877854221, 26.4699984009406, 26.4646978260599, 26.4591280288609, 26.4532259711474, 26.4469244485093, 26.4401529845793, 26.4328387577399, 26.4249075389927, 26.4162846207374, 26.4068957177297, 26.396667823371, 26.3855300066403, 26.3734141373124, 26.3602555295553, 26.3459934964966, 26.3305718108502, 26.3139390691444, 26.2960489594548, 26.2768604347556, 26.2563377960349, 26.234450691131, 26.2111740368387, 26.1864878732479, 26.1603771606121, 26.1328315304638, 26.1038450044661, 26.0734156969286, 26.0415455203861, 26.0082399184357, 25.9735076561958, 25.9373607057941, 25.8998142707434, 25.8608869961138, 25.8206014068186, 25.7789845991366, 25.7360691772596, 25.6918943783388, 25.6465072753631, 25.5999639045572, 25.5523301528243, 25.5036822732241, 25.454106967486, 25.4037010612168, 25.3525708698039, 25.3008313891003, 25.2486054399872, 25.1960228604755, 25.1432197903669, 25.0903380469265, 25.0375245549208, 24.9849307750229, 24.932712072936, 24.8810269894681, 24.8300364108708, 24.7799026973314, 24.730788895242, 24.6828582124626, 24.6362739418576, 24.5911999483491, 24.5478016877045, 24.5062475424139, 24.4667101116711, 24.4293670399374, 24.3944010278802, 24.3619988065564, 24.3323490140001, 24.3056390479492, 24.2820510624993, 24.2617573363411, 24.2449152807478, 24.2316623874222, 24.2221114410381, 24.2163463314657, 24.2144187848502 ] }, { "mode": "lines", "name": "22", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 26.823993192025, 26.8236639727571, 26.8226790591037, 26.821046631292, 26.8187801496804, 26.8158980972638, 26.8124236242534, 26.8083840998027, 26.8038105773963, 26.7987371818504, 26.7932004272915, 26.78723847685, 26.7808903561247, 26.7741951336919, 26.7671910830226, 26.7599148410734, 26.7524005794832, 26.7446792046756, 26.7367776031722, 26.7287179480253, 26.7205170814176, 26.7121859871464, 26.7037293649, 26.6951453159758, 26.686425147444, 26.6775532988143, 26.6685073921342, 26.659258403266, 26.6497709490115, 26.6400036819101, 26.6299097820752, 26.6194375334581, 26.6085309705217, 26.5971305805148, 26.5851740463614, 26.5725970155857, 26.5593338816174, 26.5453185651547, 26.5304852849094, 26.5147693088718, 26.4981076791188, 26.4804399050235, 26.4617086214329, 26.4418602099068, 26.4208453824199, 26.3986197280248, 26.3751442238544, 26.3503857125341, 26.3243173485657, 26.2969190165132, 26.2681777237818, 26.2380879703031, 26.2066520962966, 26.1738806072179, 26.1397924717119, 26.1044153836529, 26.0677859732009, 26.0299499448057, 25.9909621137879, 25.950886310378, 25.9097951251842, 25.8677694878969, 25.824898105082, 25.7812768317378, 25.7370081052783, 25.6922006116147, 25.6469693596945, 25.6014362989072, 25.5557315250271, 25.5099950030935, 25.4643786137986, 25.419048218972, 25.3741853418326, 25.3299879612698, 25.2866698298416, 25.2444576783702, 25.2035857472067, 25.1642873981734, 25.126784194782, 25.0912737349721, 25.0579183880032, 25.026837444941, 24.998104647421, 24.9717516639392, 24.9477764234129, 24.9261540555648, 24.9068479478416, 24.8898189773016, 24.8750318475517, 24.8624582129882, 24.8520766780257, 24.8438697804644, 24.8378177315357, 24.8338879514152, 24.8320180957249, 24.8320878378404, 24.8338705371622, 24.836951124756, 24.8406038827396, 24.8437002926459, 24.8449432156907 ] }, { "mode": "lines", "name": "23", "type": "scatter", "x": [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100 ], "y": [ 28.2399280699538, 28.2393749633011, 28.2377168901923, 28.2349575784534, 28.2311031989215, 28.2261623028356, 28.220145735558, 28.2130665279442, 28.2049397669758, 28.19578244752, 28.185613307265, 28.1744526470132, 28.1623221385841, 28.1492446225954, 28.1352438983599, 28.1203445080606, 28.1045715172618, 28.0879502936846, 28.0705062860312, 28.0522648044981, 28.033250804471, 28.0134886747637, 27.9930020316485, 27.9718135198292, 27.9499446214462, 27.9274154741597, 27.9042446993539, 27.8804492415264, 27.8560442199818, 27.8310427940284, 27.8054560429839, 27.779292862417, 27.7525598781851, 27.7252613799612, 27.6973992760617, 27.668973071478, 27.6399798710614, 27.6104144097983, 27.5802691120158, 27.5495341811756, 27.5181977216179, 27.4862458932175, 27.4536630993995, 27.4204322083501, 27.3865348065613, 27.3519514831006, 27.3166621422255, 27.2806463412141, 27.2438836495974, 27.2063540253923, 27.1680382034969, 27.1289180911267, 27.0889771650859, 27.048200865762, 27.0065769830147, 26.9640960295746, 26.9207515981446, 26.8765406990751, 26.8314640762264, 26.7855264993876, 26.7387370323727, 26.6911092766049, 26.6426615906278, 26.5934172864993, 26.5434048044417, 26.4926578674072, 26.4412156173854, 26.3891227353144, 26.3364295463681, 26.2831921121791, 26.2294723112204, 26.1753379081148, 26.12086261207, 26.0661261239489, 26.0112141706885, 25.9562185248809, 25.9012370063419, 25.8463734614525, 25.7917377150116, 25.7374454883811, 25.6836182769771, 25.6303831798992, 25.5778726750484, 25.52622433503, 25.4755804833414, 25.426087798176, 25.3778968848458, 25.3311618609424, 25.2860400370913, 25.2426918413415, 25.2012812467485, 25.1619771572085, 25.1249565596196, 25.0904109068269, 25.0585584414352, 25.0296675198345, 25.0041000753889, 24.9823891257349, 24.9653568638333, 24.9542033551183, 24.9502697504106 ] } ], "layout": { "height": 1080, "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": 1920, "yaxis": { "range": [ 22, 30 ] } } } }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = go.Figure()\n", "for m in range(0, 24):\n", " fig.add_trace(go.Scatter(x=[*range(0, 101)], y=data2[m,:], mode='lines', name=f'{m}'))\n", "fig.update_layout(width=1920, height=1080, yaxis_range=[22, 30])\n", "fig.show()" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [], "source": [ "# 设置颜色\n", "# A-Gamma 的颜色\n", "color1 = ['gray'] * 24\n", "color1[23] = 'green'\n", "color1[19] = 'magenta'\n", "color1[18] = 'magenta'\n", "# Gamma-K 的颜色\n", "color2 = ['gray'] * 24\n", "color2[23] = 'red'\n", "color2[19] = 'blue'\n", "color2[16] = 'green'\n", "\n", "# data1 为 A-Gamma 的数据,data2 为 Gamma-K 的数据。\n", "# 第一个下标为第几个声子线,第二个下标为倒空间中的坐标\n", "\n", "# 取 A-Gamma 的长度为 100,那么 Gamma-K 的长度应该是 378。将它上采样。\n", "new_data2 = np.zeros((24, 379))\n", "for i in range(0, 24):\n", " new_data2[i, :] = np.interp(np.linspace(0, 1, 379), np.linspace(0, 1, 101), data2[i, :])\n", "\n", "# 将单位从 THz 转到 cm^-1\n", "data1 = data1 * 33.35641\n", "new_data2 = new_data2 * 33.35641\n", "\n", "# 横坐标每一格为 0.0004937 A-1\n", "x1 = np.linspace(-100, 0, 101) * 0.0004937 * 1000\n", "x2 = np.linspace(0, 378, 379) * 0.0004937 * 1000\n" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(1.9, 1.6))\n", "ax = fig.add_subplot()\n", "for i in range(0, 24):\n", " ax.plot(x1, data1[i,:], color=color1[i], linewidth=0.5)\n", "for i in range(0, 24):\n", " ax.plot(x2, new_data2[i,:], color=color2[i], linewidth=0.5)\n", "\n", "# 重绘几条线,让它们在最上面\n", "for i in [18, 19, 23]:\n", " ax.plot(x1, data1[i,:], color=color1[i], linewidth=0.5)\n", "for i in [16, 19, 23]:\n", " ax.plot(x2, new_data2[i,:], color=color2[i], linewidth=0.5)\n", "ax.set(xlim=[-49.37, 186.61], ylim=[0, 1000])\n", "ax.tick_params(direction='in', labelsize=8)\n", "ax.xaxis.set_ticks_position('top')\n", "ax.set_xticks(np.arange(-50, 160, 50))\n", "# ax.set_xticks(np.arange(-50, 160, 100), minor=True)\n", "ax.tick_params(axis='x', which='minor', direction='in')\n", "ax2 = ax.twinx()\n", "ax2.spines['right'].set_position(['axes', 100 / 478])\n", "ax2.set_yticklabels([])\n", "ax2.tick_params(direction='inout')\n", "# 将左侧标签稍微往右移动一点\n", "ax.tick_params(axis='y', direction='in', pad=0)\n", "ax.set_ylabel(r'Frequency (cm$^{-1}$)', fontsize=8)\n", "ax.xaxis.set_label_position('top')\n", "ax.set_xlabel(r'$q$ ($\\times 10^{-3}\\textrm{\\AA}^{-1}$)', fontsize=8)\n", "fig.tight_layout()\n", "fig.savefig('画图/声子不连续/整体图.svg', format='svg', transparent=True)" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(4, 1.5))\n", "ax = fig.add_subplot()\n", "for i in range(0, 24):\n", " ax.plot(data1[i,-21:], x1[-21:], color=color1[i], linewidth=1)\n", "for i in range(0, 24):\n", " ax.plot(new_data2[i,:21], x2[:21], color=color2[i], linewidth=1)\n", "for i in [18, 19, 23]:\n", " ax.plot(data1[i,-21:], x1[-21:], color=color1[i], linewidth=1)\n", "for i in [16, 19, 23]:\n", " ax.plot(new_data2[i,:21], x2[:21], color=color2[i], linewidth=1)\n", "ax.set(xlim=[150, 1000], ylim=[-9, 9])\n", "ax.invert_yaxis()\n", "ax.tick_params(direction='in', labelsize=8)\n", "ax2 = ax.twiny()\n", "ax2.spines['top'].set_position(('axes', 0.5))\n", "ax2.set_xticks([])\n", "ax.axhline(y=-5.1, color='orange', linestyle=':', linewidth=1)\n", "ax.axhline(y=5.1, color='orange', linestyle=':', linewidth=1)\n", "ax.set_xlabel(r'Frequency (cm$^{-1}$)', fontsize=8)\n", "ax.set_ylabel(r'$q$ ($\\times 10^{-3}\\textrm{\\AA}^{-1}$)', fontsize=8)\n", "fig.tight_layout()\n", "fig.savefig('画图/声子不连续/部分图.svg', format='svg', transparent=True, bbox_inches='tight')" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(2.5, 1.5))\n", "ax = fig.add_subplot()\n", "for i in range(12, 20):\n", " ax.plot(data1[i,-21:], x1[-21:], color=color1[i], linewidth=1)\n", "for i in range(12, 20):\n", " ax.plot(new_data2[i,:21], x2[:21], color=color2[i], linewidth=1)\n", "for i in [18, 19]:\n", " ax.plot(data1[i,-21:], x1[-21:], color=color1[i], linewidth=1)\n", "for i in [16, 19]:\n", " ax.plot(new_data2[i,:21], x2[:21], color=color2[i], linewidth=1)\n", "ax.set(xlim=[740, 780], ylim=[-9, 9])\n", "ax.invert_yaxis()\n", "ax.tick_params(direction='in', labelsize=8)\n", "ax2 = ax.twiny()\n", "ax2.spines['top'].set_position(('axes', 0.5))\n", "ax2.set_xticks([])\n", "ax.axhline(y=-5.1, color='orange', linestyle=':', linewidth=1)\n", "ax.axhline(y=5.1, color='orange', linestyle=':', linewidth=1)\n", "# ax.set_xlabel(r'Frequency (cm$^{-1}$)', fontsize=8)\n", "# ax.set_ylabel(r'$q$ ($\\times 10^{-3}\\textrm{\\AA}^{-1}$)', fontsize=8)\n", "fig.tight_layout()\n", "fig.savefig('画图/声子不连续/放大.svg', format='svg', transparent=True, bbox_inches='tight')" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.10" } }, "nbformat": 4, "nbformat_minor": 2 }