chn/SiC-2nd-paper
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity
Files
0da4704770849566e3e4aea24ba2cbd2856ed7b9
SiC-2nd-paper/画图/声子不连续/plot.ipynb
chn 0da4704770 调整一些细节
2025-09-07 19:19:44 +08:00

13554 lines
347 KiBLFS
Plaintext
Raw Blame History

This file contains ambiguous Unicode characters
This file contains Unicode characters that might be confused with other characters. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.
{
"cells": [
{
"cell_type": "code",
"execution_count": 28,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'/home/chn/repo/SiC-2nd-paper'"
]
},
"execution_count": 28,
"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": 29,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>0</th>\n",
" <th>1</th>\n",
" <th>2</th>\n",
" <th>3</th>\n",
" <th>4</th>\n",
" <th>5</th>\n",
" <th>6</th>\n",
" <th>7</th>\n",
" <th>8</th>\n",
" <th>9</th>\n",
" <th>...</th>\n",
" <th>91</th>\n",
" <th>92</th>\n",
" <th>93</th>\n",
" <th>94</th>\n",
" <th>95</th>\n",
" <th>96</th>\n",
" <th>97</th>\n",
" <th>98</th>\n",
" <th>99</th>\n",
" <th>100</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>3.315892</td>\n",
" <td>3.285844</td>\n",
" <td>3.255710</td>\n",
" <td>3.225489</td>\n",
" <td>3.195182</td>\n",
" <td>3.164790</td>\n",
" <td>3.134312</td>\n",
" <td>3.103751</td>\n",
" <td>3.073106</td>\n",
" <td>3.042378</td>\n",
" <td>...</td>\n",
" <td>0.313400</td>\n",
" <td>0.278614</td>\n",
" <td>0.243821</td>\n",
" <td>0.209024</td>\n",
" <td>0.174224</td>\n",
" <td>0.139427</td>\n",
" <td>0.104640</td>\n",
" <td>0.069889</td>\n",
" <td>0.035285</td>\n",
" <td>-0.000715</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>3.315892</td>\n",
" <td>3.285844</td>\n",
" <td>3.255710</td>\n",
" <td>3.225489</td>\n",
" <td>3.195182</td>\n",
" <td>3.164790</td>\n",
" <td>3.134312</td>\n",
" <td>3.103751</td>\n",
" <td>3.073106</td>\n",
" <td>3.042378</td>\n",
" <td>...</td>\n",
" <td>0.313400</td>\n",
" <td>0.278614</td>\n",
" <td>0.243821</td>\n",
" <td>0.209024</td>\n",
" <td>0.174224</td>\n",
" <td>0.139427</td>\n",
" <td>0.104640</td>\n",
" <td>0.069889</td>\n",
" <td>0.035285</td>\n",
" <td>0.005641</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>3.315892</td>\n",
" <td>3.345851</td>\n",
" <td>3.375723</td>\n",
" <td>3.405505</td>\n",
" <td>3.435198</td>\n",
" <td>3.464802</td>\n",
" <td>3.494314</td>\n",
" <td>3.523736</td>\n",
" <td>3.553066</td>\n",
" <td>3.582305</td>\n",
" <td>...</td>\n",
" <td>0.575333</td>\n",
" <td>0.511424</td>\n",
" <td>0.447509</td>\n",
" <td>0.383589</td>\n",
" <td>0.319664</td>\n",
" <td>0.255735</td>\n",
" <td>0.191803</td>\n",
" <td>0.127869</td>\n",
" <td>0.063932</td>\n",
" <td>0.005641</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>3.315892</td>\n",
" <td>3.345851</td>\n",
" <td>3.375723</td>\n",
" <td>3.405505</td>\n",
" <td>3.435198</td>\n",
" <td>3.464802</td>\n",
" <td>3.494314</td>\n",
" <td>3.523736</td>\n",
" <td>3.553066</td>\n",
" <td>3.582305</td>\n",
" <td>...</td>\n",
" <td>5.611981</td>\n",
" <td>5.629415</td>\n",
" <td>5.646076</td>\n",
" <td>5.661766</td>\n",
" <td>5.676225</td>\n",
" <td>5.689106</td>\n",
" <td>5.699973</td>\n",
" <td>5.708309</td>\n",
" <td>5.713590</td>\n",
" <td>5.715403</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>6.268801</td>\n",
" <td>6.208561</td>\n",
" <td>6.148247</td>\n",
" <td>6.087861</td>\n",
" <td>6.027403</td>\n",
" <td>5.966874</td>\n",
" <td>5.906275</td>\n",
" <td>5.845606</td>\n",
" <td>5.784867</td>\n",
" <td>5.724061</td>\n",
" <td>...</td>\n",
" <td>5.611981</td>\n",
" <td>5.629415</td>\n",
" <td>5.646076</td>\n",
" <td>5.661766</td>\n",
" <td>5.676225</td>\n",
" <td>5.689106</td>\n",
" <td>5.699973</td>\n",
" <td>5.708309</td>\n",
" <td>5.713590</td>\n",
" <td>5.715403</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>6.268801</td>\n",
" <td>6.328967</td>\n",
" <td>6.389058</td>\n",
" <td>6.449074</td>\n",
" <td>6.509013</td>\n",
" <td>6.568876</td>\n",
" <td>6.628661</td>\n",
" <td>6.688368</td>\n",
" <td>6.747996</td>\n",
" <td>6.807545</td>\n",
" <td>...</td>\n",
" <td>6.029727</td>\n",
" <td>6.014150</td>\n",
" <td>5.999128</td>\n",
" <td>5.984858</td>\n",
" <td>5.971602</td>\n",
" <td>5.959704</td>\n",
" <td>5.949603</td>\n",
" <td>5.941813</td>\n",
" <td>5.936860</td>\n",
" <td>5.935156</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>7.267957</td>\n",
" <td>7.258695</td>\n",
" <td>7.249335</td>\n",
" <td>7.239877</td>\n",
" <td>7.230321</td>\n",
" <td>7.220666</td>\n",
" <td>7.210913</td>\n",
" <td>7.201061</td>\n",
" <td>7.191110</td>\n",
" <td>7.181061</td>\n",
" <td>...</td>\n",
" <td>6.029727</td>\n",
" <td>6.014150</td>\n",
" <td>5.999128</td>\n",
" <td>5.984858</td>\n",
" <td>5.971602</td>\n",
" <td>5.959704</td>\n",
" <td>5.949603</td>\n",
" <td>5.941813</td>\n",
" <td>5.936860</td>\n",
" <td>5.935156</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>7.267957</td>\n",
" <td>7.258695</td>\n",
" <td>7.249335</td>\n",
" <td>7.239877</td>\n",
" <td>7.230321</td>\n",
" <td>7.220666</td>\n",
" <td>7.210913</td>\n",
" <td>7.201061</td>\n",
" <td>7.191110</td>\n",
" <td>7.181061</td>\n",
" <td>...</td>\n",
" <td>7.716936</td>\n",
" <td>7.717691</td>\n",
" <td>7.718356</td>\n",
" <td>7.718933</td>\n",
" <td>7.719421</td>\n",
" <td>7.719820</td>\n",
" <td>7.720130</td>\n",
" <td>7.720352</td>\n",
" <td>7.720485</td>\n",
" <td>7.720530</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>7.267957</td>\n",
" <td>7.277121</td>\n",
" <td>7.286187</td>\n",
" <td>7.295156</td>\n",
" <td>7.304027</td>\n",
" <td>7.312801</td>\n",
" <td>7.321477</td>\n",
" <td>7.330057</td>\n",
" <td>7.338540</td>\n",
" <td>7.346925</td>\n",
" <td>...</td>\n",
" <td>7.716936</td>\n",
" <td>7.717691</td>\n",
" <td>7.718356</td>\n",
" <td>7.718933</td>\n",
" <td>7.719421</td>\n",
" <td>7.719820</td>\n",
" <td>7.720130</td>\n",
" <td>7.720352</td>\n",
" <td>7.720485</td>\n",
" <td>7.720530</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>7.267957</td>\n",
" <td>7.277121</td>\n",
" <td>7.286187</td>\n",
" <td>7.295156</td>\n",
" <td>7.304027</td>\n",
" <td>7.312801</td>\n",
" <td>7.321477</td>\n",
" <td>7.330057</td>\n",
" <td>7.338540</td>\n",
" <td>7.346925</td>\n",
" <td>...</td>\n",
" <td>11.346087</td>\n",
" <td>11.395105</td>\n",
" <td>11.443537</td>\n",
" <td>11.491181</td>\n",
" <td>11.537699</td>\n",
" <td>11.582490</td>\n",
" <td>11.624421</td>\n",
" <td>11.661218</td>\n",
" <td>11.688365</td>\n",
" <td>11.698833</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>15.975578</td>\n",
" <td>15.943193</td>\n",
" <td>15.910585</td>\n",
" <td>15.877757</td>\n",
" <td>15.844710</td>\n",
" <td>15.811444</td>\n",
" <td>15.777963</td>\n",
" <td>15.744266</td>\n",
" <td>15.710356</td>\n",
" <td>15.676234</td>\n",
" <td>...</td>\n",
" <td>12.266374</td>\n",
" <td>12.219682</td>\n",
" <td>12.173301</td>\n",
" <td>12.127435</td>\n",
" <td>12.082422</td>\n",
" <td>12.038862</td>\n",
" <td>11.997889</td>\n",
" <td>11.961776</td>\n",
" <td>11.935039</td>\n",
" <td>11.924707</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>15.975578</td>\n",
" <td>16.007740</td>\n",
" <td>16.039676</td>\n",
" <td>16.071385</td>\n",
" <td>16.102866</td>\n",
" <td>16.134117</td>\n",
" <td>16.165136</td>\n",
" <td>16.195921</td>\n",
" <td>16.226472</td>\n",
" <td>16.256786</td>\n",
" <td>...</td>\n",
" <td>17.740794</td>\n",
" <td>17.744213</td>\n",
" <td>17.747230</td>\n",
" <td>17.749847</td>\n",
" <td>17.752062</td>\n",
" <td>17.753875</td>\n",
" <td>17.755285</td>\n",
" <td>17.756293</td>\n",
" <td>17.756898</td>\n",
" <td>17.757099</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>22.511442</td>\n",
" <td>22.509556</td>\n",
" <td>22.507681</td>\n",
" <td>22.505818</td>\n",
" <td>22.503968</td>\n",
" <td>22.502131</td>\n",
" <td>22.500307</td>\n",
" <td>22.498495</td>\n",
" <td>22.496697</td>\n",
" <td>22.494913</td>\n",
" <td>...</td>\n",
" <td>22.408136</td>\n",
" <td>22.407940</td>\n",
" <td>22.407768</td>\n",
" <td>22.407618</td>\n",
" <td>22.407491</td>\n",
" <td>22.407388</td>\n",
" <td>22.407307</td>\n",
" <td>22.407250</td>\n",
" <td>22.407215</td>\n",
" <td>22.407204</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>22.511442</td>\n",
" <td>22.509556</td>\n",
" <td>22.507681</td>\n",
" <td>22.505818</td>\n",
" <td>22.503968</td>\n",
" <td>22.502131</td>\n",
" <td>22.500307</td>\n",
" <td>22.498495</td>\n",
" <td>22.496697</td>\n",
" <td>22.494913</td>\n",
" <td>...</td>\n",
" <td>22.408136</td>\n",
" <td>22.407940</td>\n",
" <td>22.407768</td>\n",
" <td>22.407618</td>\n",
" <td>22.407491</td>\n",
" <td>22.407388</td>\n",
" <td>22.407307</td>\n",
" <td>22.407250</td>\n",
" <td>22.407215</td>\n",
" <td>22.407204</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>22.511442</td>\n",
" <td>22.513341</td>\n",
" <td>22.515252</td>\n",
" <td>22.517175</td>\n",
" <td>22.519108</td>\n",
" <td>22.521053</td>\n",
" <td>22.523009</td>\n",
" <td>22.524976</td>\n",
" <td>22.526954</td>\n",
" <td>22.528942</td>\n",
" <td>...</td>\n",
" <td>22.684286</td>\n",
" <td>22.684956</td>\n",
" <td>22.685550</td>\n",
" <td>22.686068</td>\n",
" <td>22.686509</td>\n",
" <td>22.686871</td>\n",
" <td>22.687154</td>\n",
" <td>22.687356</td>\n",
" <td>22.687478</td>\n",
" <td>22.687518</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>22.511442</td>\n",
" <td>22.513341</td>\n",
" <td>22.515252</td>\n",
" <td>22.517175</td>\n",
" <td>22.519108</td>\n",
" <td>22.521053</td>\n",
" <td>22.523009</td>\n",
" <td>22.524976</td>\n",
" <td>22.526954</td>\n",
" <td>22.528942</td>\n",
" <td>...</td>\n",
" <td>22.684286</td>\n",
" <td>22.684956</td>\n",
" <td>22.685550</td>\n",
" <td>22.686068</td>\n",
" <td>22.686509</td>\n",
" <td>22.686871</td>\n",
" <td>22.687154</td>\n",
" <td>22.687356</td>\n",
" <td>22.687478</td>\n",
" <td>22.687518</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>23.155348</td>\n",
" <td>23.152765</td>\n",
" <td>23.150167</td>\n",
" <td>23.147555</td>\n",
" <td>23.144929</td>\n",
" <td>23.142290</td>\n",
" <td>23.139637</td>\n",
" <td>23.136972</td>\n",
" <td>23.134295</td>\n",
" <td>23.131605</td>\n",
" <td>...</td>\n",
" <td>22.933610</td>\n",
" <td>22.932825</td>\n",
" <td>22.932128</td>\n",
" <td>22.931521</td>\n",
" <td>22.931005</td>\n",
" <td>22.930582</td>\n",
" <td>22.930251</td>\n",
" <td>22.930015</td>\n",
" <td>22.929873</td>\n",
" <td>22.929825</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>23.155348</td>\n",
" <td>23.152765</td>\n",
" <td>23.150167</td>\n",
" <td>23.147555</td>\n",
" <td>23.144929</td>\n",
" <td>23.142290</td>\n",
" <td>23.139637</td>\n",
" <td>23.136972</td>\n",
" <td>23.134295</td>\n",
" <td>23.131605</td>\n",
" <td>...</td>\n",
" <td>22.933610</td>\n",
" <td>22.932825</td>\n",
" <td>22.932128</td>\n",
" <td>22.931521</td>\n",
" <td>22.931005</td>\n",
" <td>22.930582</td>\n",
" <td>22.930251</td>\n",
" <td>22.930015</td>\n",
" <td>22.929873</td>\n",
" <td>22.929825</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>23.155348</td>\n",
" <td>23.157917</td>\n",
" <td>23.160470</td>\n",
" <td>23.163007</td>\n",
" <td>23.165529</td>\n",
" <td>23.168034</td>\n",
" <td>23.170522</td>\n",
" <td>23.172994</td>\n",
" <td>23.175448</td>\n",
" <td>23.177885</td>\n",
" <td>...</td>\n",
" <td>23.295883</td>\n",
" <td>23.296144</td>\n",
" <td>23.296376</td>\n",
" <td>23.296576</td>\n",
" <td>23.296745</td>\n",
" <td>23.296884</td>\n",
" <td>23.296992</td>\n",
" <td>23.297069</td>\n",
" <td>23.297115</td>\n",
" <td>23.297131</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>23.155348</td>\n",
" <td>23.157917</td>\n",
" <td>23.160470</td>\n",
" <td>23.163007</td>\n",
" <td>23.165529</td>\n",
" <td>23.168034</td>\n",
" <td>23.170522</td>\n",
" <td>23.172994</td>\n",
" <td>23.175448</td>\n",
" <td>23.177885</td>\n",
" <td>...</td>\n",
" <td>23.295883</td>\n",
" <td>23.296144</td>\n",
" <td>23.296376</td>\n",
" <td>23.296576</td>\n",
" <td>23.296745</td>\n",
" <td>23.296884</td>\n",
" <td>23.296992</td>\n",
" <td>23.297069</td>\n",
" <td>23.297115</td>\n",
" <td>23.297131</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>25.265869</td>\n",
" <td>25.251738</td>\n",
" <td>25.237647</td>\n",
" <td>25.223598</td>\n",
" <td>25.209593</td>\n",
" <td>25.195634</td>\n",
" <td>25.181723</td>\n",
" <td>25.167861</td>\n",
" <td>25.154049</td>\n",
" <td>25.140290</td>\n",
" <td>...</td>\n",
" <td>24.395040</td>\n",
" <td>24.393147</td>\n",
" <td>24.391475</td>\n",
" <td>24.390025</td>\n",
" <td>24.388797</td>\n",
" <td>24.387791</td>\n",
" <td>24.387009</td>\n",
" <td>24.386450</td>\n",
" <td>24.386115</td>\n",
" <td>24.386003</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>25.265869</td>\n",
" <td>25.280040</td>\n",
" <td>25.294247</td>\n",
" <td>25.308491</td>\n",
" <td>25.322768</td>\n",
" <td>25.337078</td>\n",
" <td>25.351420</td>\n",
" <td>25.365790</td>\n",
" <td>25.380189</td>\n",
" <td>25.394614</td>\n",
" <td>...</td>\n",
" <td>26.523539</td>\n",
" <td>26.532317</td>\n",
" <td>26.540438</td>\n",
" <td>26.547805</td>\n",
" <td>26.554314</td>\n",
" <td>26.559853</td>\n",
" <td>26.564308</td>\n",
" <td>26.567578</td>\n",
" <td>26.569578</td>\n",
" <td>26.570251</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>27.691716</td>\n",
" <td>27.685148</td>\n",
" <td>27.678514</td>\n",
" <td>27.671812</td>\n",
" <td>27.665044</td>\n",
" <td>27.658207</td>\n",
" <td>27.651304</td>\n",
" <td>27.644334</td>\n",
" <td>27.637297</td>\n",
" <td>27.630193</td>\n",
" <td>...</td>\n",
" <td>26.866753</td>\n",
" <td>26.858804</td>\n",
" <td>26.851415</td>\n",
" <td>26.844681</td>\n",
" <td>26.838709</td>\n",
" <td>26.833610</td>\n",
" <td>26.829496</td>\n",
" <td>26.826470</td>\n",
" <td>26.824617</td>\n",
" <td>26.823993</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>27.691716</td>\n",
" <td>27.698215</td>\n",
" <td>27.704648</td>\n",
" <td>27.711013</td>\n",
" <td>27.717311</td>\n",
" <td>27.723541</td>\n",
" <td>27.729704</td>\n",
" <td>27.735800</td>\n",
" <td>27.741828</td>\n",
" <td>27.747789</td>\n",
" <td>...</td>\n",
" <td>28.011504</td>\n",
" <td>28.012041</td>\n",
" <td>28.012515</td>\n",
" <td>28.012926</td>\n",
" <td>28.013274</td>\n",
" <td>28.013558</td>\n",
" <td>28.013780</td>\n",
" <td>28.013938</td>\n",
" <td>28.014033</td>\n",
" <td>28.014064</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>24 rows × 101 columns</p>\n",
"</div>"
],
"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": 29,
"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": 30,
"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": 31,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>0</th>\n",
" <th>1</th>\n",
" <th>2</th>\n",
" <th>3</th>\n",
" <th>4</th>\n",
" <th>5</th>\n",
" <th>6</th>\n",
" <th>7</th>\n",
" <th>8</th>\n",
" <th>9</th>\n",
" <th>...</th>\n",
" <th>91</th>\n",
" <th>92</th>\n",
" <th>93</th>\n",
" <th>94</th>\n",
" <th>95</th>\n",
" <th>96</th>\n",
" <th>97</th>\n",
" <th>98</th>\n",
" <th>99</th>\n",
" <th>100</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>-0.000765</td>\n",
" <td>0.083423</td>\n",
" <td>0.239937</td>\n",
" <td>0.380463</td>\n",
" <td>0.517027</td>\n",
" <td>0.651874</td>\n",
" <td>0.785776</td>\n",
" <td>0.919059</td>\n",
" <td>1.051882</td>\n",
" <td>1.184323</td>\n",
" <td>...</td>\n",
" <td>7.693220</td>\n",
" <td>7.706553</td>\n",
" <td>7.718336</td>\n",
" <td>7.728563</td>\n",
" <td>7.737227</td>\n",
" <td>7.744324</td>\n",
" <td>7.749849</td>\n",
" <td>7.753797</td>\n",
" <td>7.756167</td>\n",
" <td>7.756957</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>0.005641</td>\n",
" <td>0.143851</td>\n",
" <td>0.287459</td>\n",
" <td>0.430947</td>\n",
" <td>0.574212</td>\n",
" <td>0.717170</td>\n",
" <td>0.859744</td>\n",
" <td>1.001856</td>\n",
" <td>1.143432</td>\n",
" <td>1.284398</td>\n",
" <td>...</td>\n",
" <td>8.503040</td>\n",
" <td>8.511240</td>\n",
" <td>8.518327</td>\n",
" <td>8.524357</td>\n",
" <td>8.529379</td>\n",
" <td>8.533433</td>\n",
" <td>8.536552</td>\n",
" <td>8.538762</td>\n",
" <td>8.540081</td>\n",
" <td>8.540520</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>0.005642</td>\n",
" <td>0.251134</td>\n",
" <td>0.471586</td>\n",
" <td>0.696366</td>\n",
" <td>0.922814</td>\n",
" <td>1.149924</td>\n",
" <td>1.377260</td>\n",
" <td>1.604590</td>\n",
" <td>1.831773</td>\n",
" <td>2.058707</td>\n",
" <td>...</td>\n",
" <td>9.492787</td>\n",
" <td>9.497283</td>\n",
" <td>9.501150</td>\n",
" <td>9.504426</td>\n",
" <td>9.507142</td>\n",
" <td>9.509326</td>\n",
" <td>9.511000</td>\n",
" <td>9.512183</td>\n",
" <td>9.512888</td>\n",
" <td>9.513122</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>5.715403</td>\n",
" <td>5.717183</td>\n",
" <td>5.722515</td>\n",
" <td>5.731380</td>\n",
" <td>5.743745</td>\n",
" <td>5.759567</td>\n",
" <td>5.778789</td>\n",
" <td>5.801343</td>\n",
" <td>5.827153</td>\n",
" <td>5.856130</td>\n",
" <td>...</td>\n",
" <td>9.563645</td>\n",
" <td>9.563611</td>\n",
" <td>9.563583</td>\n",
" <td>9.563560</td>\n",
" <td>9.563542</td>\n",
" <td>9.563528</td>\n",
" <td>9.563518</td>\n",
" <td>9.563511</td>\n",
" <td>9.563506</td>\n",
" <td>9.563505</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>5.715403</td>\n",
" <td>5.719831</td>\n",
" <td>5.733083</td>\n",
" <td>5.755069</td>\n",
" <td>5.785637</td>\n",
" <td>5.824582</td>\n",
" <td>5.871646</td>\n",
" <td>5.926525</td>\n",
" <td>5.988875</td>\n",
" <td>6.058316</td>\n",
" <td>...</td>\n",
" <td>9.674755</td>\n",
" <td>9.684732</td>\n",
" <td>9.693573</td>\n",
" <td>9.701264</td>\n",
" <td>9.707793</td>\n",
" <td>9.713149</td>\n",
" <td>9.717325</td>\n",
" <td>9.720312</td>\n",
" <td>9.722107</td>\n",
" <td>9.722705</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>5.935156</td>\n",
" <td>5.936945</td>\n",
" <td>5.942306</td>\n",
" <td>5.951218</td>\n",
" <td>5.963646</td>\n",
" <td>5.979543</td>\n",
" <td>5.998846</td>\n",
" <td>6.021484</td>\n",
" <td>6.047369</td>\n",
" <td>6.076407</td>\n",
" <td>...</td>\n",
" <td>10.697320</td>\n",
" <td>10.702071</td>\n",
" <td>10.706204</td>\n",
" <td>10.709740</td>\n",
" <td>10.712698</td>\n",
" <td>10.715095</td>\n",
" <td>10.716944</td>\n",
" <td>10.718257</td>\n",
" <td>10.719042</td>\n",
" <td>10.719303</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>5.935156</td>\n",
" <td>5.939329</td>\n",
" <td>5.951821</td>\n",
" <td>5.972553</td>\n",
" <td>6.001394</td>\n",
" <td>6.038164</td>\n",
" <td>6.082638</td>\n",
" <td>6.134549</td>\n",
" <td>6.193591</td>\n",
" <td>6.259425</td>\n",
" <td>...</td>\n",
" <td>11.435244</td>\n",
" <td>11.499973</td>\n",
" <td>11.563523</td>\n",
" <td>11.625395</td>\n",
" <td>11.684859</td>\n",
" <td>11.740774</td>\n",
" <td>11.791280</td>\n",
" <td>11.833316</td>\n",
" <td>11.862240</td>\n",
" <td>11.872745</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>7.720530</td>\n",
" <td>7.721901</td>\n",
" <td>7.726012</td>\n",
" <td>7.732847</td>\n",
" <td>7.742384</td>\n",
" <td>7.754591</td>\n",
" <td>7.769427</td>\n",
" <td>7.786844</td>\n",
" <td>7.806783</td>\n",
" <td>7.829181</td>\n",
" <td>...</td>\n",
" <td>12.657027</td>\n",
" <td>12.603954</td>\n",
" <td>12.550804</td>\n",
" <td>12.498030</td>\n",
" <td>12.446328</td>\n",
" <td>12.396806</td>\n",
" <td>12.351298</td>\n",
" <td>12.312848</td>\n",
" <td>12.286080</td>\n",
" <td>12.276295</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>7.720756</td>\n",
" <td>7.724200</td>\n",
" <td>7.734517</td>\n",
" <td>7.751669</td>\n",
" <td>7.775587</td>\n",
" <td>7.806180</td>\n",
" <td>7.843332</td>\n",
" <td>7.886903</td>\n",
" <td>7.936734</td>\n",
" <td>7.992647</td>\n",
" <td>...</td>\n",
" <td>15.489470</td>\n",
" <td>15.558621</td>\n",
" <td>15.624846</td>\n",
" <td>15.687989</td>\n",
" <td>15.747810</td>\n",
" <td>15.803908</td>\n",
" <td>15.855510</td>\n",
" <td>15.900889</td>\n",
" <td>15.935664</td>\n",
" <td>15.949930</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>11.698833</td>\n",
" <td>11.698634</td>\n",
" <td>11.698040</td>\n",
" <td>11.697065</td>\n",
" <td>11.695733</td>\n",
" <td>11.694076</td>\n",
" <td>11.692135</td>\n",
" <td>11.689963</td>\n",
" <td>11.687620</td>\n",
" <td>11.685178</td>\n",
" <td>...</td>\n",
" <td>16.299108</td>\n",
" <td>16.284538</td>\n",
" <td>16.266435</td>\n",
" <td>16.244965</td>\n",
" <td>16.220380</td>\n",
" <td>16.193092</td>\n",
" <td>16.163885</td>\n",
" <td>16.134496</td>\n",
" <td>16.109312</td>\n",
" <td>16.098243</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>11.924707</td>\n",
" <td>11.924368</td>\n",
" <td>11.923356</td>\n",
" <td>11.921684</td>\n",
" <td>11.919375</td>\n",
" <td>11.916459</td>\n",
" <td>11.912978</td>\n",
" <td>11.908982</td>\n",
" <td>11.904530</td>\n",
" <td>11.899691</td>\n",
" <td>...</td>\n",
" <td>17.752257</td>\n",
" <td>17.793369</td>\n",
" <td>17.829886</td>\n",
" <td>17.861721</td>\n",
" <td>17.888796</td>\n",
" <td>17.911044</td>\n",
" <td>17.928407</td>\n",
" <td>17.940843</td>\n",
" <td>17.948317</td>\n",
" <td>17.950810</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>17.750886</td>\n",
" <td>17.749566</td>\n",
" <td>17.745611</td>\n",
" <td>17.739034</td>\n",
" <td>17.729853</td>\n",
" <td>17.718098</td>\n",
" <td>17.703804</td>\n",
" <td>17.687014</td>\n",
" <td>17.667778</td>\n",
" <td>17.646154</td>\n",
" <td>...</td>\n",
" <td>18.125787</td>\n",
" <td>18.168004</td>\n",
" <td>18.205593</td>\n",
" <td>18.238432</td>\n",
" <td>18.266412</td>\n",
" <td>18.289438</td>\n",
" <td>18.307432</td>\n",
" <td>18.320330</td>\n",
" <td>18.328088</td>\n",
" <td>18.330677</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>22.407204</td>\n",
" <td>22.407055</td>\n",
" <td>22.406611</td>\n",
" <td>22.405870</td>\n",
" <td>22.404835</td>\n",
" <td>22.403506</td>\n",
" <td>22.401884</td>\n",
" <td>22.399973</td>\n",
" <td>22.397773</td>\n",
" <td>22.395288</td>\n",
" <td>...</td>\n",
" <td>22.051304</td>\n",
" <td>22.059651</td>\n",
" <td>22.067621</td>\n",
" <td>22.075029</td>\n",
" <td>22.081693</td>\n",
" <td>22.087443</td>\n",
" <td>22.092118</td>\n",
" <td>22.095576</td>\n",
" <td>22.097701</td>\n",
" <td>22.098419</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>22.407890</td>\n",
" <td>22.408257</td>\n",
" <td>22.409353</td>\n",
" <td>22.411163</td>\n",
" <td>22.413663</td>\n",
" <td>22.416820</td>\n",
" <td>22.420592</td>\n",
" <td>22.424928</td>\n",
" <td>22.429769</td>\n",
" <td>22.435052</td>\n",
" <td>...</td>\n",
" <td>22.170363</td>\n",
" <td>22.168263</td>\n",
" <td>22.166409</td>\n",
" <td>22.164787</td>\n",
" <td>22.163390</td>\n",
" <td>22.162214</td>\n",
" <td>22.161268</td>\n",
" <td>22.160568</td>\n",
" <td>22.160136</td>\n",
" <td>22.159989</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>22.687518</td>\n",
" <td>22.687264</td>\n",
" <td>22.686504</td>\n",
" <td>22.685248</td>\n",
" <td>22.683511</td>\n",
" <td>22.681314</td>\n",
" <td>22.678682</td>\n",
" <td>22.675646</td>\n",
" <td>22.672238</td>\n",
" <td>22.668494</td>\n",
" <td>...</td>\n",
" <td>22.223040</td>\n",
" <td>22.227460</td>\n",
" <td>22.231504</td>\n",
" <td>22.235124</td>\n",
" <td>22.238275</td>\n",
" <td>22.240915</td>\n",
" <td>22.243009</td>\n",
" <td>22.244528</td>\n",
" <td>22.245448</td>\n",
" <td>22.245756</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>22.687518</td>\n",
" <td>22.688014</td>\n",
" <td>22.689495</td>\n",
" <td>22.691942</td>\n",
" <td>22.695321</td>\n",
" <td>22.699586</td>\n",
" <td>22.704680</td>\n",
" <td>22.710533</td>\n",
" <td>22.717064</td>\n",
" <td>22.724179</td>\n",
" <td>...</td>\n",
" <td>22.295939</td>\n",
" <td>22.295733</td>\n",
" <td>22.295577</td>\n",
" <td>22.295463</td>\n",
" <td>22.295378</td>\n",
" <td>22.295318</td>\n",
" <td>22.295275</td>\n",
" <td>22.295247</td>\n",
" <td>22.295230</td>\n",
" <td>22.295225</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>22.854015</td>\n",
" <td>22.853817</td>\n",
" <td>22.853224</td>\n",
" <td>22.852235</td>\n",
" <td>22.850853</td>\n",
" <td>22.849078</td>\n",
" <td>22.846916</td>\n",
" <td>22.844372</td>\n",
" <td>22.841457</td>\n",
" <td>22.838182</td>\n",
" <td>...</td>\n",
" <td>22.421716</td>\n",
" <td>22.421267</td>\n",
" <td>22.420923</td>\n",
" <td>22.420672</td>\n",
" <td>22.420498</td>\n",
" <td>22.420385</td>\n",
" <td>22.420318</td>\n",
" <td>22.420283</td>\n",
" <td>22.420266</td>\n",
" <td>22.420262</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>22.929825</td>\n",
" <td>22.929672</td>\n",
" <td>22.929214</td>\n",
" <td>22.928449</td>\n",
" <td>22.927378</td>\n",
" <td>22.926002</td>\n",
" <td>22.924319</td>\n",
" <td>22.922329</td>\n",
" <td>22.920034</td>\n",
" <td>22.917431</td>\n",
" <td>...</td>\n",
" <td>22.574795</td>\n",
" <td>22.575215</td>\n",
" <td>22.572317</td>\n",
" <td>22.569711</td>\n",
" <td>22.567430</td>\n",
" <td>22.565507</td>\n",
" <td>22.563974</td>\n",
" <td>22.562857</td>\n",
" <td>22.562178</td>\n",
" <td>22.561950</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>22.929825</td>\n",
" <td>22.930218</td>\n",
" <td>22.931390</td>\n",
" <td>22.933328</td>\n",
" <td>22.936008</td>\n",
" <td>22.939397</td>\n",
" <td>22.943455</td>\n",
" <td>22.948128</td>\n",
" <td>22.953361</td>\n",
" <td>22.959087</td>\n",
" <td>...</td>\n",
" <td>22.578374</td>\n",
" <td>22.579542</td>\n",
" <td>22.584071</td>\n",
" <td>22.588278</td>\n",
" <td>22.592059</td>\n",
" <td>22.595313</td>\n",
" <td>22.597951</td>\n",
" <td>22.599894</td>\n",
" <td>22.601085</td>\n",
" <td>22.601486</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>23.297131</td>\n",
" <td>23.297081</td>\n",
" <td>23.296930</td>\n",
" <td>23.296668</td>\n",
" <td>23.296281</td>\n",
" <td>23.295749</td>\n",
" <td>23.295046</td>\n",
" <td>23.294146</td>\n",
" <td>23.293017</td>\n",
" <td>23.291627</td>\n",
" <td>...</td>\n",
" <td>23.146740</td>\n",
" <td>23.152094</td>\n",
" <td>23.156961</td>\n",
" <td>23.161289</td>\n",
" <td>23.165031</td>\n",
" <td>23.168147</td>\n",
" <td>23.170604</td>\n",
" <td>23.172378</td>\n",
" <td>23.173449</td>\n",
" <td>23.173808</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>24.394615</td>\n",
" <td>24.395037</td>\n",
" <td>24.396303</td>\n",
" <td>24.398413</td>\n",
" <td>24.401371</td>\n",
" <td>24.405178</td>\n",
" <td>24.409836</td>\n",
" <td>24.415350</td>\n",
" <td>24.421721</td>\n",
" <td>24.428950</td>\n",
" <td>...</td>\n",
" <td>24.247382</td>\n",
" <td>24.219323</td>\n",
" <td>24.193784</td>\n",
" <td>24.171043</td>\n",
" <td>24.151348</td>\n",
" <td>24.134917</td>\n",
" <td>24.121938</td>\n",
" <td>24.112557</td>\n",
" <td>24.106885</td>\n",
" <td>24.104987</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>26.570251</td>\n",
" <td>26.570013</td>\n",
" <td>26.569300</td>\n",
" <td>26.568123</td>\n",
" <td>26.566495</td>\n",
" <td>26.564435</td>\n",
" <td>26.561969</td>\n",
" <td>26.559124</td>\n",
" <td>26.555933</td>\n",
" <td>26.552431</td>\n",
" <td>...</td>\n",
" <td>24.361999</td>\n",
" <td>24.332349</td>\n",
" <td>24.305639</td>\n",
" <td>24.282051</td>\n",
" <td>24.261757</td>\n",
" <td>24.244915</td>\n",
" <td>24.231662</td>\n",
" <td>24.222111</td>\n",
" <td>24.216346</td>\n",
" <td>24.214419</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>26.823993</td>\n",
" <td>26.823664</td>\n",
" <td>26.822679</td>\n",
" <td>26.821047</td>\n",
" <td>26.818780</td>\n",
" <td>26.815898</td>\n",
" <td>26.812424</td>\n",
" <td>26.808384</td>\n",
" <td>26.803811</td>\n",
" <td>26.798737</td>\n",
" <td>...</td>\n",
" <td>24.843870</td>\n",
" <td>24.837818</td>\n",
" <td>24.833888</td>\n",
" <td>24.832018</td>\n",
" <td>24.832088</td>\n",
" <td>24.833871</td>\n",
" <td>24.836951</td>\n",
" <td>24.840604</td>\n",
" <td>24.843700</td>\n",
" <td>24.844943</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>28.239928</td>\n",
" <td>28.239375</td>\n",
" <td>28.237717</td>\n",
" <td>28.234958</td>\n",
" <td>28.231103</td>\n",
" <td>28.226162</td>\n",
" <td>28.220146</td>\n",
" <td>28.213067</td>\n",
" <td>28.204940</td>\n",
" <td>28.195782</td>\n",
" <td>...</td>\n",
" <td>25.161977</td>\n",
" <td>25.124957</td>\n",
" <td>25.090411</td>\n",
" <td>25.058558</td>\n",
" <td>25.029668</td>\n",
" <td>25.004100</td>\n",
" <td>24.982389</td>\n",
" <td>24.965357</td>\n",
" <td>24.954203</td>\n",
" <td>24.950270</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>24 rows × 101 columns</p>\n",
"</div>"
],
"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": 31,
"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": 32,
"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": 33,
"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": 34,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
"<Figure size 190x160 with 2 Axes>"
]
},
"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": 35,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
"<Figure size 400x150 with 2 Axes>"
]
},
"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": 36,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
"<Figure size 250x150 with 2 Axes>"
]
},
"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=1.5)\n",
"for i in range(12, 20):\n",
" ax.plot(new_data2[i,:21], x2[:21], color=color2[i], linewidth=1.5)\n",
"for i in [18, 19]:\n",
" ax.plot(data1[i,-21:], x1[-21:], color=color1[i], linewidth=1.5)\n",
"for i in [16, 19]:\n",
" ax.plot(new_data2[i,:21], x2[:21], color=color2[i], linewidth=1.5)\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
}
Reference in New Issue View Git Blame Copy Permalink