Skip to content

Instantly share code, notes, and snippets.

@julian-klode

julian-klode/Figure.svg

Last active March 26, 2023 08:32
Show Gist options
  • Save julian-klode/0bd2af3ce21ea0a6bb54a5fd0f2a2035 to your computer and use it in GitHub Desktop.
Save julian-klode/0bd2af3ce21ea0a6bb54a5fd0f2a2035 to your computer and use it in GitHub Desktop.
Download ZIP
Display the source blob
Display the rendered blob
Raw
Figure.svg
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
Display the source blob
Display the rendered blob
Raw
HRV-Fit.ipynb
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "49a03793",
"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>10</th>\n",
" <th>11</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>2022-30-03</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>2022-31-03</td>\n",
" <td>09:00</td>\n",
" <td>52.600</td>\n",
" <td>1140.684411</td>\n",
" <td>NaN</td>\n",
" <td>90.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.667506</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>2022-01-04</td>\n",
" <td>08:52</td>\n",
" <td>46.930</td>\n",
" <td>1278.499893</td>\n",
" <td>NaN</td>\n",
" <td>113.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>9.076499</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>2022-02-04</td>\n",
" <td>10:53</td>\n",
" <td>49.840</td>\n",
" <td>1203.852327</td>\n",
" <td>NaN</td>\n",
" <td>101.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.874108</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>2022-03-04</td>\n",
" <td>12:47</td>\n",
" <td>48.930</td>\n",
" <td>1226.241570</td>\n",
" <td>NaN</td>\n",
" <td>103.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.909373</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>2022-04-04</td>\n",
" <td>12:47</td>\n",
" <td>50.420</td>\n",
" <td>1190.003967</td>\n",
" <td>NaN</td>\n",
" <td>105.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.943995</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>2022-05-04</td>\n",
" <td>23:19</td>\n",
" <td>50.260</td>\n",
" <td>1193.792280</td>\n",
" <td>NaN</td>\n",
" <td>98.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.819953</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>2022-06-04</td>\n",
" <td>23:02</td>\n",
" <td>47.370</td>\n",
" <td>1266.624446</td>\n",
" <td>NaN</td>\n",
" <td>114.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>9.092431</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>2022-07-04</td>\n",
" <td>21:36</td>\n",
" <td>48.100</td>\n",
" <td>1247.401247</td>\n",
" <td>NaN</td>\n",
" <td>113.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>9.076499</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>2022-08-04</td>\n",
" <td>21:36</td>\n",
" <td>48.920</td>\n",
" <td>1226.492232</td>\n",
" <td>NaN</td>\n",
" <td>107.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.977997</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>2022-09-04</td>\n",
" <td>23:36</td>\n",
" <td>48.600</td>\n",
" <td>1234.567901</td>\n",
" <td>NaN</td>\n",
" <td>97.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.801553</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>2022-10-04</td>\n",
" <td>16:08</td>\n",
" <td>53.250</td>\n",
" <td>1126.760563</td>\n",
" <td>NaN</td>\n",
" <td>79.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.435665</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>2022-11-04</td>\n",
" <td>11:43</td>\n",
" <td>49.610</td>\n",
" <td>1209.433582</td>\n",
" <td>NaN</td>\n",
" <td>96.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.782972</td>\n",
" <td>average</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>2022-15-04</td>\n",
" <td>09:56</td>\n",
" <td>52.750</td>\n",
" <td>1137.440758</td>\n",
" <td>NaN</td>\n",
" <td>74.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.320142</td>\n",
" <td>intense</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>2022-13-04</td>\n",
" <td>07:56</td>\n",
" <td>56.510</td>\n",
" <td>1061.758981</td>\n",
" <td>NaN</td>\n",
" <td>69.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.197138</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>2022-14-04</td>\n",
" <td>07:56</td>\n",
" <td>51.390</td>\n",
" <td>1167.542323</td>\n",
" <td>NaN</td>\n",
" <td>117.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>9.139439</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>2022-15-04</td>\n",
" <td>10:11</td>\n",
" <td>49.280</td>\n",
" <td>1217.532468</td>\n",
" <td>NaN</td>\n",
" <td>122.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>9.215292</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>2022-16-04</td>\n",
" <td>08:01</td>\n",
" <td>49.000</td>\n",
" <td>1224.489796</td>\n",
" <td>NaN</td>\n",
" <td>111.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>9.044229</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>2022-17-04</td>\n",
" <td>08:01</td>\n",
" <td>50.470</td>\n",
" <td>1188.825045</td>\n",
" <td>NaN</td>\n",
" <td>91.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.687244</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>2022-18-04</td>\n",
" <td>08:02</td>\n",
" <td>53.160</td>\n",
" <td>1128.668172</td>\n",
" <td>NaN</td>\n",
" <td>80.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.457950</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>2022-19-04</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>2022-20-04</td>\n",
" <td>10:02</td>\n",
" <td>53.050</td>\n",
" <td>1131.008483</td>\n",
" <td>NaN</td>\n",
" <td>91.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.687244</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>2022-21-04</td>\n",
" <td>13:26</td>\n",
" <td>53.730</td>\n",
" <td>1116.694584</td>\n",
" <td>NaN</td>\n",
" <td>88.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.627403</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>2022-22-04</td>\n",
" <td>13:26</td>\n",
" <td>52.570</td>\n",
" <td>1141.335362</td>\n",
" <td>NaN</td>\n",
" <td>87.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.607029</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>2022-23-04</td>\n",
" <td>15:26</td>\n",
" <td>54.920</td>\n",
" <td>1092.498179</td>\n",
" <td>NaN</td>\n",
" <td>74.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.320142</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>2022-24-04</td>\n",
" <td>20:44</td>\n",
" <td>53.440</td>\n",
" <td>1122.754491</td>\n",
" <td>NaN</td>\n",
" <td>76.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.367197</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>2022-25-04</td>\n",
" <td>20:44</td>\n",
" <td>50.410</td>\n",
" <td>1190.240032</td>\n",
" <td>NaN</td>\n",
" <td>85.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.565615</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>2022-26-04</td>\n",
" <td>20:44</td>\n",
" <td>52.930</td>\n",
" <td>1133.572643</td>\n",
" <td>NaN</td>\n",
" <td>79.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.435665</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>2022-27-04</td>\n",
" <td>20:45</td>\n",
" <td>50.330</td>\n",
" <td>1192.131929</td>\n",
" <td>NaN</td>\n",
" <td>86.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.586435</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>2022-28-04</td>\n",
" <td>20:45</td>\n",
" <td>55.300</td>\n",
" <td>1084.990958</td>\n",
" <td>NaN</td>\n",
" <td>69.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.197138</td>\n",
" <td>average</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>30</th>\n",
" <td>2022-29-04</td>\n",
" <td>22:45</td>\n",
" <td>54.990</td>\n",
" <td>1091.107474</td>\n",
" <td>NaN</td>\n",
" <td>76.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.367197</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>31</th>\n",
" <td>2022-30-04</td>\n",
" <td>18:59</td>\n",
" <td>53.070</td>\n",
" <td>1130.582250</td>\n",
" <td>NaN</td>\n",
" <td>77.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.398542</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>32</th>\n",
" <td>2022-01-05</td>\n",
" <td>18:59</td>\n",
" <td>50.760</td>\n",
" <td>1182.033097</td>\n",
" <td>NaN</td>\n",
" <td>101.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.880504</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>33</th>\n",
" <td>2022-02-05</td>\n",
" <td>18:59</td>\n",
" <td>50.740</td>\n",
" <td>1182.499015</td>\n",
" <td>NaN</td>\n",
" <td>94.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.752102</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>34</th>\n",
" <td>2022-03-05</td>\n",
" <td>18:59</td>\n",
" <td>51.800</td>\n",
" <td>1158.301158</td>\n",
" <td>NaN</td>\n",
" <td>99.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.844695</td>\n",
" <td>intense</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>35</th>\n",
" <td>2022-04-05</td>\n",
" <td>18:59</td>\n",
" <td>56.610</td>\n",
" <td>1059.883413</td>\n",
" <td>NaN</td>\n",
" <td>66.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.128830</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>36</th>\n",
" <td>2022-05-05</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37</th>\n",
" <td>2022-06-05</td>\n",
" <td>19:00</td>\n",
" <td>53.740</td>\n",
" <td>1116.486788</td>\n",
" <td>NaN</td>\n",
" <td>90.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.674635</td>\n",
" <td>average</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>38</th>\n",
" <td>2022-07-05</td>\n",
" <td>19:00</td>\n",
" <td>53.840</td>\n",
" <td>1114.413076</td>\n",
" <td>NaN</td>\n",
" <td>82.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.509529</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>39</th>\n",
" <td>2022-08-05</td>\n",
" <td>19:00</td>\n",
" <td>55.820</td>\n",
" <td>1074.883554</td>\n",
" <td>NaN</td>\n",
" <td>69.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.206265</td>\n",
" <td>intense</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>40</th>\n",
" <td>2022-09-05</td>\n",
" <td>19:00</td>\n",
" <td>57.260</td>\n",
" <td>1047.851904</td>\n",
" <td>NaN</td>\n",
" <td>73.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.304835</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>41</th>\n",
" <td>2022-10-05</td>\n",
" <td>19:00</td>\n",
" <td>50.460</td>\n",
" <td>1189.060642</td>\n",
" <td>NaN</td>\n",
" <td>101.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.880504</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>42</th>\n",
" <td>2022-11-05</td>\n",
" <td>19:01</td>\n",
" <td>49.740</td>\n",
" <td>1206.272618</td>\n",
" <td>NaN</td>\n",
" <td>87.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.614389</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>43</th>\n",
" <td>2022-12-05</td>\n",
" <td>19:01</td>\n",
" <td>49.100</td>\n",
" <td>1221.995927</td>\n",
" <td>NaN</td>\n",
" <td>95.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.770985</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>44</th>\n",
" <td>2022-13-05</td>\n",
" <td>19:01</td>\n",
" <td>51.780</td>\n",
" <td>1158.748552</td>\n",
" <td>NaN</td>\n",
" <td>83.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.530969</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>45</th>\n",
" <td>2022-14-05</td>\n",
" <td>19:01</td>\n",
" <td>55.380</td>\n",
" <td>1083.423619</td>\n",
" <td>NaN</td>\n",
" <td>79.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.443718</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>46</th>\n",
" <td>2022-15-05</td>\n",
" <td>19:01</td>\n",
" <td>52.920</td>\n",
" <td>1133.786848</td>\n",
" <td>NaN</td>\n",
" <td>80.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.465909</td>\n",
" <td>intense</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>47</th>\n",
" <td>2022-16-05</td>\n",
" <td>19:01</td>\n",
" <td>57.730</td>\n",
" <td>1039.320977</td>\n",
" <td>NaN</td>\n",
" <td>55.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.814394</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>48</th>\n",
" <td>2022-17-05</td>\n",
" <td>19:01</td>\n",
" <td>50.220</td>\n",
" <td>1194.743130</td>\n",
" <td>NaN</td>\n",
" <td>97.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.808197</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>49</th>\n",
" <td>2022-18-05</td>\n",
" <td>19:02</td>\n",
" <td>53.470</td>\n",
" <td>1122.124556</td>\n",
" <td>NaN</td>\n",
" <td>74.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.328698</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>50</th>\n",
" <td>2022-19-05</td>\n",
" <td>19:02</td>\n",
" <td>51.540</td>\n",
" <td>1164.144354</td>\n",
" <td>NaN</td>\n",
" <td>85.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.573137</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>51</th>\n",
" <td>2022-20-05</td>\n",
" <td>19:02</td>\n",
" <td>50.290</td>\n",
" <td>1193.080135</td>\n",
" <td>NaN</td>\n",
" <td>85.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.573137</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>52</th>\n",
" <td>2022-21-05</td>\n",
" <td>19:02</td>\n",
" <td>51.610</td>\n",
" <td>1162.565394</td>\n",
" <td>NaN</td>\n",
" <td>93.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.733029</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>53</th>\n",
" <td>2022-22-05</td>\n",
" <td>19:02</td>\n",
" <td>50.100</td>\n",
" <td>1197.604790</td>\n",
" <td>NaN</td>\n",
" <td>82.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.509529</td>\n",
" <td>average</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>54</th>\n",
" <td>2022-23-05</td>\n",
" <td>19:02</td>\n",
" <td>55.440</td>\n",
" <td>1082.251082</td>\n",
" <td>NaN</td>\n",
" <td>70.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.231391</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>55</th>\n",
" <td>2022-24-05</td>\n",
" <td>21:03</td>\n",
" <td>53.100</td>\n",
" <td>1129.943503</td>\n",
" <td>NaN</td>\n",
" <td>67.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.154994</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>56</th>\n",
" <td>2022-25-05</td>\n",
" <td>23:04</td>\n",
" <td>49.990</td>\n",
" <td>1200.240048</td>\n",
" <td>NaN</td>\n",
" <td>91.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.694300</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>57</th>\n",
" <td>2022-26-05</td>\n",
" <td>12:55</td>\n",
" <td>50.430</td>\n",
" <td>1189.767995</td>\n",
" <td>NaN</td>\n",
" <td>81.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.487844</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>58</th>\n",
" <td>2022-27-05</td>\n",
" <td>21:26</td>\n",
" <td>52.370</td>\n",
" <td>1145.694100</td>\n",
" <td>NaN</td>\n",
" <td>86.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.593875</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>59</th>\n",
" <td>2022-28-05</td>\n",
" <td>20:40</td>\n",
" <td>51.940</td>\n",
" <td>1155.179053</td>\n",
" <td>NaN</td>\n",
" <td>82.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.509529</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>60</th>\n",
" <td>2022-29-05</td>\n",
" <td>21:26</td>\n",
" <td>49.640</td>\n",
" <td>1208.702659</td>\n",
" <td>NaN</td>\n",
" <td>98.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.826534</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>61</th>\n",
" <td>2022-30-05</td>\n",
" <td>21:26</td>\n",
" <td>55.190</td>\n",
" <td>1087.153470</td>\n",
" <td>NaN</td>\n",
" <td>65.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.102300</td>\n",
" <td>easy</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>62</th>\n",
" <td>2022-31-05</td>\n",
" <td>21:26</td>\n",
" <td>56.470</td>\n",
" <td>1062.511068</td>\n",
" <td>NaN</td>\n",
" <td>72.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.280668</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>63</th>\n",
" <td>2022-01-06</td>\n",
" <td>21:27</td>\n",
" <td>53.030</td>\n",
" <td>1131.435037</td>\n",
" <td>NaN</td>\n",
" <td>75.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.352266</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>64</th>\n",
" <td>2022-02-06</td>\n",
" <td>21:27</td>\n",
" <td>55.070</td>\n",
" <td>1089.522426</td>\n",
" <td>NaN</td>\n",
" <td>67.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.154994</td>\n",
" <td>average</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>65</th>\n",
" <td>2022-03-06</td>\n",
" <td>21:27</td>\n",
" <td>54.450</td>\n",
" <td>1101.928375</td>\n",
" <td>NaN</td>\n",
" <td>71.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.256189</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66</th>\n",
" <td>2022-04-06</td>\n",
" <td>21:27</td>\n",
" <td>52.020</td>\n",
" <td>1153.402537</td>\n",
" <td>NaN</td>\n",
" <td>74.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.328698</td>\n",
" <td>intense</td>\n",
" <td>5.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>67</th>\n",
" <td>2022-06-06</td>\n",
" <td>20:40</td>\n",
" <td>53.700</td>\n",
" <td>1117.318436</td>\n",
" <td>NaN</td>\n",
" <td>81.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.487844</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>68</th>\n",
" <td>2022-07-06</td>\n",
" <td>20:41</td>\n",
" <td>51.530</td>\n",
" <td>1164.370270</td>\n",
" <td>NaN</td>\n",
" <td>83.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.530969</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>69</th>\n",
" <td>2022-08-06</td>\n",
" <td>20:41</td>\n",
" <td>55.730</td>\n",
" <td>1076.619415</td>\n",
" <td>NaN</td>\n",
" <td>64.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.075395</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>70</th>\n",
" <td>2022-09-06</td>\n",
" <td>20:41</td>\n",
" <td>58.080</td>\n",
" <td>1033.057851</td>\n",
" <td>NaN</td>\n",
" <td>54.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.783051</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>71</th>\n",
" <td>2022-10-06</td>\n",
" <td>06:13</td>\n",
" <td>54.020</td>\n",
" <td>1110.699741</td>\n",
" <td>NaN</td>\n",
" <td>78.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.421264</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>72</th>\n",
" <td>2022-25-07</td>\n",
" <td>06:16</td>\n",
" <td>58.890</td>\n",
" <td>1018.848701</td>\n",
" <td>NaN</td>\n",
" <td>69.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.206265</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>73</th>\n",
" <td>2022-26-07</td>\n",
" <td>06:16</td>\n",
" <td>52.600</td>\n",
" <td>1140.684411</td>\n",
" <td>NaN</td>\n",
" <td>87.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.614389</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>74</th>\n",
" <td>2022-27-07</td>\n",
" <td>06:13</td>\n",
" <td>59.210</td>\n",
" <td>1013.342341</td>\n",
" <td>NaN</td>\n",
" <td>44.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.437398</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>75</th>\n",
" <td>2022-28-07</td>\n",
" <td>06:12</td>\n",
" <td>64.740</td>\n",
" <td>926.784059</td>\n",
" <td>NaN</td>\n",
" <td>34.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.014562</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>76</th>\n",
" <td>2022-29-07</td>\n",
" <td>06:12</td>\n",
" <td>61.270</td>\n",
" <td>979.272074</td>\n",
" <td>NaN</td>\n",
" <td>52.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.718769</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>77</th>\n",
" <td>2022-30-07</td>\n",
" <td>06:12</td>\n",
" <td>62.000</td>\n",
" <td>967.741935</td>\n",
" <td>NaN</td>\n",
" <td>44.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.437398</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>78</th>\n",
" <td>2022-31-07</td>\n",
" <td>06:11</td>\n",
" <td>56.050</td>\n",
" <td>1070.472792</td>\n",
" <td>NaN</td>\n",
" <td>64.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.075395</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>79</th>\n",
" <td>2022-01-08</td>\n",
" <td>06:11</td>\n",
" <td>61.440</td>\n",
" <td>976.562500</td>\n",
" <td>NaN</td>\n",
" <td>43.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.399106</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>80</th>\n",
" <td>2022-02-08</td>\n",
" <td>06:10</td>\n",
" <td>59.850</td>\n",
" <td>1002.506266</td>\n",
" <td>NaN</td>\n",
" <td>51.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.685793</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>81</th>\n",
" <td>2022-03-08</td>\n",
" <td>06:10</td>\n",
" <td>58.860</td>\n",
" <td>1019.367992</td>\n",
" <td>NaN</td>\n",
" <td>63.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.048104</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>82</th>\n",
" <td>2022-04-08</td>\n",
" <td>06:10</td>\n",
" <td>55.070</td>\n",
" <td>1089.522426</td>\n",
" <td>NaN</td>\n",
" <td>86.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.593875</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>83</th>\n",
" <td>2022-05-08</td>\n",
" <td>06:10</td>\n",
" <td>58.890</td>\n",
" <td>1018.848701</td>\n",
" <td>NaN</td>\n",
" <td>53.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.751182</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>84</th>\n",
" <td>2022-06-08</td>\n",
" <td>06:09</td>\n",
" <td>58.140</td>\n",
" <td>1031.991744</td>\n",
" <td>NaN</td>\n",
" <td>59.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.934840</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>85</th>\n",
" <td>2022-07-08</td>\n",
" <td>06:09</td>\n",
" <td>58.060</td>\n",
" <td>1033.413710</td>\n",
" <td>NaN</td>\n",
" <td>63.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.048104</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>86</th>\n",
" <td>2022-08-08</td>\n",
" <td>06:09</td>\n",
" <td>60.740</td>\n",
" <td>987.816925</td>\n",
" <td>NaN</td>\n",
" <td>47.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.547852</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>87</th>\n",
" <td>2022-09-08</td>\n",
" <td>06:09</td>\n",
" <td>56.920</td>\n",
" <td>1054.111033</td>\n",
" <td>NaN</td>\n",
" <td>73.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.304835</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>88</th>\n",
" <td>2022-10-08</td>\n",
" <td>06:09</td>\n",
" <td>58.160</td>\n",
" <td>1031.636864</td>\n",
" <td>NaN</td>\n",
" <td>68.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.180802</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>89</th>\n",
" <td>2022-11-08</td>\n",
" <td>06:09</td>\n",
" <td>53.900</td>\n",
" <td>1113.172542</td>\n",
" <td>NaN</td>\n",
" <td>91.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.694300</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>90</th>\n",
" <td>2022-12-08</td>\n",
" <td>06:09</td>\n",
" <td>62.070</td>\n",
" <td>966.650556</td>\n",
" <td>NaN</td>\n",
" <td>59.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.934840</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>91</th>\n",
" <td>2022-13-08</td>\n",
" <td>06:09</td>\n",
" <td>54.020</td>\n",
" <td>1110.699741</td>\n",
" <td>NaN</td>\n",
" <td>111.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>9.050078</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>92</th>\n",
" <td>2022-14-08</td>\n",
" <td>06:09</td>\n",
" <td>57.340</td>\n",
" <td>1046.389955</td>\n",
" <td>NaN</td>\n",
" <td>75.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.352266</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>93</th>\n",
" <td>2022-15-08</td>\n",
" <td>20:41</td>\n",
" <td>51.200</td>\n",
" <td>1171.875000</td>\n",
" <td>NaN</td>\n",
" <td>97.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.808197</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>94</th>\n",
" <td>2022-16-08</td>\n",
" <td>10:39</td>\n",
" <td>49.850</td>\n",
" <td>1203.610832</td>\n",
" <td>NaN</td>\n",
" <td>106.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.967182</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>95</th>\n",
" <td>2022-17-08</td>\n",
" <td>20:36</td>\n",
" <td>53.809</td>\n",
" <td>1115.055102</td>\n",
" <td>NaN</td>\n",
" <td>80.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.465909</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>96</th>\n",
" <td>2022-18-08</td>\n",
" <td>20:36</td>\n",
" <td>51.943</td>\n",
" <td>1155.112335</td>\n",
" <td>NaN</td>\n",
" <td>78.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.421264</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>97</th>\n",
" <td>2022-19-08</td>\n",
" <td>20:36</td>\n",
" <td>50.920</td>\n",
" <td>1178.318932</td>\n",
" <td>NaN</td>\n",
" <td>94.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.752102</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>98</th>\n",
" <td>2022-20-08</td>\n",
" <td>20:37</td>\n",
" <td>57.769</td>\n",
" <td>1038.619329</td>\n",
" <td>NaN</td>\n",
" <td>51.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.685793</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>99</th>\n",
" <td>2022-21-08</td>\n",
" <td>20:37</td>\n",
" <td>54.809</td>\n",
" <td>1094.710723</td>\n",
" <td>NaN</td>\n",
" <td>76.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.375545</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>100</th>\n",
" <td>2022-22-08</td>\n",
" <td>20:37</td>\n",
" <td>54.863</td>\n",
" <td>1093.633232</td>\n",
" <td>NaN</td>\n",
" <td>65.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.102300</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>101</th>\n",
" <td>2022-23-08</td>\n",
" <td>20:37</td>\n",
" <td>56.024</td>\n",
" <td>1070.969584</td>\n",
" <td>NaN</td>\n",
" <td>64.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.075395</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>102</th>\n",
" <td>2022-24-08</td>\n",
" <td>20:37</td>\n",
" <td>55.825</td>\n",
" <td>1074.787282</td>\n",
" <td>NaN</td>\n",
" <td>64.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.075395</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>103</th>\n",
" <td>2022-25-08</td>\n",
" <td>20:36</td>\n",
" <td>57.220</td>\n",
" <td>1048.584411</td>\n",
" <td>NaN</td>\n",
" <td>63.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.048104</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>104</th>\n",
" <td>2022-26-08</td>\n",
" <td>20:37</td>\n",
" <td>56.362</td>\n",
" <td>1064.547035</td>\n",
" <td>NaN</td>\n",
" <td>64.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.075395</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>105</th>\n",
" <td>2022-27-08</td>\n",
" <td>20:37</td>\n",
" <td>54.872</td>\n",
" <td>1093.453856</td>\n",
" <td>NaN</td>\n",
" <td>67.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.154994</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>106</th>\n",
" <td>2022-28-08</td>\n",
" <td>20:37</td>\n",
" <td>53.798</td>\n",
" <td>1115.283096</td>\n",
" <td>NaN</td>\n",
" <td>79.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.443718</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>107</th>\n",
" <td>2022-29-08</td>\n",
" <td>20:37</td>\n",
" <td>62.354</td>\n",
" <td>962.247811</td>\n",
" <td>NaN</td>\n",
" <td>36.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.106993</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>108</th>\n",
" <td>2022-30-08</td>\n",
" <td>20:37</td>\n",
" <td>55.670</td>\n",
" <td>1077.779774</td>\n",
" <td>NaN</td>\n",
" <td>57.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.875572</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>109</th>\n",
" <td>2022-31-08</td>\n",
" <td>20:37</td>\n",
" <td>53.471</td>\n",
" <td>1122.103570</td>\n",
" <td>NaN</td>\n",
" <td>77.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.398542</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>110</th>\n",
" <td>2022-01-09</td>\n",
" <td>20:37</td>\n",
" <td>51.643</td>\n",
" <td>1161.822512</td>\n",
" <td>NaN</td>\n",
" <td>100.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.862684</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>111</th>\n",
" <td>2022-02-09</td>\n",
" <td>20:37</td>\n",
" <td>52.414</td>\n",
" <td>1144.732323</td>\n",
" <td>NaN</td>\n",
" <td>79.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.443718</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>112</th>\n",
" <td>2022-03-09</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>113</th>\n",
" <td>2022-04-09</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>114</th>\n",
" <td>2022-05-09</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>115</th>\n",
" <td>2022-06-09</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>116</th>\n",
" <td>2022-07-09</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>117</th>\n",
" <td>2022-08-09</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118</th>\n",
" <td>2022-09-09</td>\n",
" <td>20:37</td>\n",
" <td>48.477</td>\n",
" <td>1237.700353</td>\n",
" <td>NaN</td>\n",
" <td>117.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>9.145003</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>119</th>\n",
" <td>2022-10-09</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>120</th>\n",
" <td>2022-11-09</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>121</th>\n",
" <td>2022-12-09</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>122</th>\n",
" <td>2022-13-09</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>123</th>\n",
" <td>2022-14-09</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>124</th>\n",
" <td>2022-15-09</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>125</th>\n",
" <td>2022-16-09</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>126</th>\n",
" <td>2022-17-09</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>127</th>\n",
" <td>2022-18-09</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>128</th>\n",
" <td>2022-19-09</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>129</th>\n",
" <td>2022-20-09</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>130</th>\n",
" <td>2022-21-09</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>131</th>\n",
" <td>2022-22-09</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>132</th>\n",
" <td>2022-23-09</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>133</th>\n",
" <td>2022-24-09</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>134</th>\n",
" <td>2022-25-09</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>135</th>\n",
" <td>2022-26-09</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>136</th>\n",
" <td>2022-27-09</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>137</th>\n",
" <td>2022-28-09</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>138</th>\n",
" <td>2022-29-09</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>139</th>\n",
" <td>2022-30-09</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>140</th>\n",
" <td>2022-01-10</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>141</th>\n",
" <td>2022-02-10</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>142</th>\n",
" <td>2022-03-10</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>143</th>\n",
" <td>2022-04-10</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>144</th>\n",
" <td>2022-05-10</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>145</th>\n",
" <td>2022-06-10</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>146</th>\n",
" <td>2022-07-10</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>147</th>\n",
" <td>2022-08-10</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>148</th>\n",
" <td>2022-09-10</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>149</th>\n",
" <td>2022-10-10</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>150</th>\n",
" <td>2022-11-10</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>151</th>\n",
" <td>2022-12-10</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>152</th>\n",
" <td>2022-13-10</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>153</th>\n",
" <td>2022-14-10</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>154</th>\n",
" <td>2022-15-10</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>155</th>\n",
" <td>2022-16-10</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>156</th>\n",
" <td>2022-17-10</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>157</th>\n",
" <td>2022-18-10</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>158</th>\n",
" <td>2022-19-10</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>159</th>\n",
" <td>2022-20-10</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>160</th>\n",
" <td>2022-21-10</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>161</th>\n",
" <td>2022-22-10</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>162</th>\n",
" <td>2022-23-10</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>163</th>\n",
" <td>2022-24-10</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>164</th>\n",
" <td>2022-25-10</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>165</th>\n",
" <td>2022-26-10</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>166</th>\n",
" <td>2022-27-10</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>167</th>\n",
" <td>2022-28-10</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>168</th>\n",
" <td>2022-29-10</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>169</th>\n",
" <td>2022-30-10</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>170</th>\n",
" <td>2022-31-10</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>171</th>\n",
" <td>2022-01-11</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>172</th>\n",
" <td>2022-02-11</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>173</th>\n",
" <td>2022-03-11</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>174</th>\n",
" <td>2022-04-11</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>175</th>\n",
" <td>2022-05-11</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>176</th>\n",
" <td>2022-06-11</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>177</th>\n",
" <td>2022-07-11</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>178</th>\n",
" <td>2022-08-11</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>179</th>\n",
" <td>2022-09-11</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>180</th>\n",
" <td>2022-10-11</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>181</th>\n",
" <td>2022-11-11</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>182</th>\n",
" <td>2022-12-11</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>183</th>\n",
" <td>2022-13-11</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>184</th>\n",
" <td>2022-14-11</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>185</th>\n",
" <td>2022-15-11</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>186</th>\n",
" <td>2022-16-11</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>187</th>\n",
" <td>2022-17-11</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>188</th>\n",
" <td>2022-18-11</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>189</th>\n",
" <td>2022-19-11</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>190</th>\n",
" <td>2022-20-11</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>191</th>\n",
" <td>2022-21-11</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>192</th>\n",
" <td>2022-22-11</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>193</th>\n",
" <td>2022-23-11</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>194</th>\n",
" <td>2022-24-11</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>195</th>\n",
" <td>2022-25-11</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>196</th>\n",
" <td>2022-26-11</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>197</th>\n",
" <td>2022-27-11</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>198</th>\n",
" <td>2022-28-11</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>199</th>\n",
" <td>2022-29-11</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>200</th>\n",
" <td>2022-30-11</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>201</th>\n",
" <td>2022-01-12</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>202</th>\n",
" <td>2022-02-12</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>203</th>\n",
" <td>2022-03-12</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>204</th>\n",
" <td>2022-04-12</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>205</th>\n",
" <td>2022-05-12</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>206</th>\n",
" <td>2022-06-12</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>207</th>\n",
" <td>2022-07-12</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>208</th>\n",
" <td>2022-08-12</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>209</th>\n",
" <td>2022-09-12</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>210</th>\n",
" <td>2022-10-12</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>211</th>\n",
" <td>2022-11-12</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>212</th>\n",
" <td>2022-12-12</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>213</th>\n",
" <td>2022-13-12</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>214</th>\n",
" <td>2022-14-12</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>215</th>\n",
" <td>2022-15-12</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>216</th>\n",
" <td>2022-16-12</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>217</th>\n",
" <td>2022-17-12</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>218</th>\n",
" <td>2022-18-12</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>219</th>\n",
" <td>2022-19-12</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>220</th>\n",
" <td>2022-20-12</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>221</th>\n",
" <td>2022-21-12</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>222</th>\n",
" <td>2022-22-12</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>223</th>\n",
" <td>2022-23-12</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>224</th>\n",
" <td>2022-24-12</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>225</th>\n",
" <td>2022-25-12</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>226</th>\n",
" <td>2022-26-12</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>227</th>\n",
" <td>2022-27-12</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>228</th>\n",
" <td>2022-28-12</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>229</th>\n",
" <td>2022-29-12</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>230</th>\n",
" <td>2022-30-12</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>231</th>\n",
" <td>2022-31-12</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>232</th>\n",
" <td>2023-01-01</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>233</th>\n",
" <td>2023-02-01</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>234</th>\n",
" <td>2023-03-01</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>235</th>\n",
" <td>2023-04-01</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>236</th>\n",
" <td>2023-05-01</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>237</th>\n",
" <td>2023-06-01</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>238</th>\n",
" <td>2023-07-01</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>239</th>\n",
" <td>2023-08-01</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>240</th>\n",
" <td>2023-09-01</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>241</th>\n",
" <td>2023-10-01</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>242</th>\n",
" <td>2023-11-01</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>243</th>\n",
" <td>2023-12-01</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>244</th>\n",
" <td>2023-13-01</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>245</th>\n",
" <td>2023-14-01</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>246</th>\n",
" <td>2023-15-01</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>247</th>\n",
" <td>2023-16-01</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>248</th>\n",
" <td>2023-17-01</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>249</th>\n",
" <td>2023-18-01</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>250</th>\n",
" <td>2023-19-01</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>251</th>\n",
" <td>2023-20-01</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>252</th>\n",
" <td>2023-21-01</td>\n",
" <td>20:42</td>\n",
" <td>56.557</td>\n",
" <td>1060.876638</td>\n",
" <td>NaN</td>\n",
" <td>52.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.718769</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>253</th>\n",
" <td>2023-22-01</td>\n",
" <td>20:42</td>\n",
" <td>54.110</td>\n",
" <td>1108.852338</td>\n",
" <td>NaN</td>\n",
" <td>62.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.020415</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>254</th>\n",
" <td>2023-23-01</td>\n",
" <td>20:42</td>\n",
" <td>57.959</td>\n",
" <td>1035.214548</td>\n",
" <td>NaN</td>\n",
" <td>52.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.718769</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>255</th>\n",
" <td>2023-24-01</td>\n",
" <td>20:42</td>\n",
" <td>52.520</td>\n",
" <td>1142.421935</td>\n",
" <td>NaN</td>\n",
" <td>70.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.231391</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>256</th>\n",
" <td>2023-25-01</td>\n",
" <td>20:42</td>\n",
" <td>56.207</td>\n",
" <td>1067.482698</td>\n",
" <td>NaN</td>\n",
" <td>63.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.048104</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>257</th>\n",
" <td>2023-26-01</td>\n",
" <td>20:42</td>\n",
" <td>54.418</td>\n",
" <td>1102.576353</td>\n",
" <td>NaN</td>\n",
" <td>70.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.231391</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>258</th>\n",
" <td>2023-27-01</td>\n",
" <td>20:42</td>\n",
" <td>56.404</td>\n",
" <td>1063.754344</td>\n",
" <td>NaN</td>\n",
" <td>64.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.075395</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>259</th>\n",
" <td>2023-28-01</td>\n",
" <td>20:42</td>\n",
" <td>55.603</td>\n",
" <td>1079.078467</td>\n",
" <td>NaN</td>\n",
" <td>53.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.751182</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>260</th>\n",
" <td>2023-29-01</td>\n",
" <td>20:41</td>\n",
" <td>59.011</td>\n",
" <td>1016.759587</td>\n",
" <td>NaN</td>\n",
" <td>50.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.652235</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>261</th>\n",
" <td>2023-30-01</td>\n",
" <td>20:41</td>\n",
" <td>55.593</td>\n",
" <td>1079.272570</td>\n",
" <td>NaN</td>\n",
" <td>65.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.102300</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>262</th>\n",
" <td>2023-31-01</td>\n",
" <td>20:41</td>\n",
" <td>54.620</td>\n",
" <td>1098.498718</td>\n",
" <td>NaN</td>\n",
" <td>61.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.992316</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>263</th>\n",
" <td>2023-01-02</td>\n",
" <td>20:41</td>\n",
" <td>56.253</td>\n",
" <td>1066.609781</td>\n",
" <td>NaN</td>\n",
" <td>55.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.814394</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>264</th>\n",
" <td>2023-02-02</td>\n",
" <td>20:41</td>\n",
" <td>54.214</td>\n",
" <td>1106.725200</td>\n",
" <td>NaN</td>\n",
" <td>60.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.963795</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>265</th>\n",
" <td>2023-03-02</td>\n",
" <td>20:41</td>\n",
" <td>52.563</td>\n",
" <td>1141.487358</td>\n",
" <td>NaN</td>\n",
" <td>73.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.304835</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>266</th>\n",
" <td>2023-04-02</td>\n",
" <td>20:41</td>\n",
" <td>58.510</td>\n",
" <td>1025.465732</td>\n",
" <td>NaN</td>\n",
" <td>57.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.875572</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>267</th>\n",
" <td>2023-05-02</td>\n",
" <td>20:41</td>\n",
" <td>55.286</td>\n",
" <td>1085.265709</td>\n",
" <td>NaN</td>\n",
" <td>81.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.487844</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>268</th>\n",
" <td>2023-06-02</td>\n",
" <td>20:41</td>\n",
" <td>53.932</td>\n",
" <td>1112.512052</td>\n",
" <td>NaN</td>\n",
" <td>90.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.674635</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>269</th>\n",
" <td>2023-07-02</td>\n",
" <td>20:41</td>\n",
" <td>57.944</td>\n",
" <td>1035.482535</td>\n",
" <td>NaN</td>\n",
" <td>52.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.718769</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>270</th>\n",
" <td>2023-08-02</td>\n",
" <td>20:41</td>\n",
" <td>63.276</td>\n",
" <td>948.226816</td>\n",
" <td>NaN</td>\n",
" <td>60.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.963795</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>271</th>\n",
" <td>2023-09-02</td>\n",
" <td>20:41</td>\n",
" <td>60.710</td>\n",
" <td>988.305057</td>\n",
" <td>NaN</td>\n",
" <td>40.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.279369</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>272</th>\n",
" <td>2023-10-02</td>\n",
" <td>20:41</td>\n",
" <td>54.088</td>\n",
" <td>1109.303357</td>\n",
" <td>NaN</td>\n",
" <td>70.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.231391</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>273</th>\n",
" <td>2023-11-02</td>\n",
" <td>20:40</td>\n",
" <td>60.029</td>\n",
" <td>999.516900</td>\n",
" <td>NaN</td>\n",
" <td>53.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.751182</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>274</th>\n",
" <td>2023-12-02</td>\n",
" <td>20:40</td>\n",
" <td>55.593</td>\n",
" <td>1079.272570</td>\n",
" <td>NaN</td>\n",
" <td>65.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.102300</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>275</th>\n",
" <td>2023-13-02</td>\n",
" <td>20:40</td>\n",
" <td>60.256</td>\n",
" <td>995.751460</td>\n",
" <td>NaN</td>\n",
" <td>56.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.845229</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>276</th>\n",
" <td>2023-14-02</td>\n",
" <td>20:40</td>\n",
" <td>59.009</td>\n",
" <td>1016.794048</td>\n",
" <td>NaN</td>\n",
" <td>47.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.547852</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>277</th>\n",
" <td>2023-15-02</td>\n",
" <td>20:40</td>\n",
" <td>58.198</td>\n",
" <td>1030.963263</td>\n",
" <td>NaN</td>\n",
" <td>52.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.718769</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>278</th>\n",
" <td>2023-16-02</td>\n",
" <td>20:40</td>\n",
" <td>54.898</td>\n",
" <td>1092.935990</td>\n",
" <td>NaN</td>\n",
" <td>64.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.075395</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>279</th>\n",
" <td>2023-17-02</td>\n",
" <td>20:40</td>\n",
" <td>52.794</td>\n",
" <td>1136.492783</td>\n",
" <td>NaN</td>\n",
" <td>78.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.421264</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>280</th>\n",
" <td>2023-18-02</td>\n",
" <td>20:40</td>\n",
" <td>52.466</td>\n",
" <td>1143.597759</td>\n",
" <td>NaN</td>\n",
" <td>75.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.352266</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>281</th>\n",
" <td>2023-19-02</td>\n",
" <td>20:40</td>\n",
" <td>54.082</td>\n",
" <td>1109.426427</td>\n",
" <td>NaN</td>\n",
" <td>61.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.992316</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>282</th>\n",
" <td>2023-20-02</td>\n",
" <td>20:40</td>\n",
" <td>55.670</td>\n",
" <td>1077.779774</td>\n",
" <td>NaN</td>\n",
" <td>60.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.963795</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>283</th>\n",
" <td>2023-21-02</td>\n",
" <td>20:40</td>\n",
" <td>56.700</td>\n",
" <td>1058.201058</td>\n",
" <td>NaN</td>\n",
" <td>51.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.685793</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>284</th>\n",
" <td>2023-22-02</td>\n",
" <td>20:40</td>\n",
" <td>60.427</td>\n",
" <td>992.933622</td>\n",
" <td>NaN</td>\n",
" <td>43.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.399106</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>285</th>\n",
" <td>2023-23-02</td>\n",
" <td>20:39</td>\n",
" <td>54.219</td>\n",
" <td>1106.623139</td>\n",
" <td>NaN</td>\n",
" <td>73.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.304835</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>286</th>\n",
" <td>2023-24-02</td>\n",
" <td>20:39</td>\n",
" <td>52.716</td>\n",
" <td>1138.174368</td>\n",
" <td>NaN</td>\n",
" <td>86.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.593875</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>287</th>\n",
" <td>2023-25-02</td>\n",
" <td>20:39</td>\n",
" <td>52.434</td>\n",
" <td>1144.295686</td>\n",
" <td>NaN</td>\n",
" <td>92.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.713763</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>288</th>\n",
" <td>2023-26-02</td>\n",
" <td>20:39</td>\n",
" <td>48.529</td>\n",
" <td>1236.374127</td>\n",
" <td>NaN</td>\n",
" <td>94.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.752102</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>289</th>\n",
" <td>2023-27-02</td>\n",
" <td>20:39</td>\n",
" <td>51.545</td>\n",
" <td>1164.031429</td>\n",
" <td>NaN</td>\n",
" <td>81.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.487844</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>290</th>\n",
" <td>2023-28-02</td>\n",
" <td>20:39</td>\n",
" <td>51.748</td>\n",
" <td>1159.465100</td>\n",
" <td>NaN</td>\n",
" <td>73.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.304835</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>291</th>\n",
" <td>2023-01-03</td>\n",
" <td>20:39</td>\n",
" <td>54.000</td>\n",
" <td>1111.111111</td>\n",
" <td>NaN</td>\n",
" <td>64.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.075395</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>292</th>\n",
" <td>2023-02-03</td>\n",
" <td>20:39</td>\n",
" <td>53.161</td>\n",
" <td>1128.646940</td>\n",
" <td>NaN</td>\n",
" <td>67.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.154994</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>293</th>\n",
" <td>2023-03-03</td>\n",
" <td>20:39</td>\n",
" <td>53.160</td>\n",
" <td>1128.668172</td>\n",
" <td>NaN</td>\n",
" <td>78.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.421264</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>294</th>\n",
" <td>2023-04-03</td>\n",
" <td>20:38</td>\n",
" <td>51.506</td>\n",
" <td>1164.912826</td>\n",
" <td>NaN</td>\n",
" <td>79.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.443718</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>295</th>\n",
" <td>2023-05-03</td>\n",
" <td>20:38</td>\n",
" <td>50.667</td>\n",
" <td>1184.202736</td>\n",
" <td>NaN</td>\n",
" <td>89.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.654765</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>296</th>\n",
" <td>2023-06-03</td>\n",
" <td>20:38</td>\n",
" <td>49.475</td>\n",
" <td>1212.733704</td>\n",
" <td>NaN</td>\n",
" <td>94.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.752102</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>297</th>\n",
" <td>2023-07-03</td>\n",
" <td>20:38</td>\n",
" <td>49.990</td>\n",
" <td>1200.240048</td>\n",
" <td>NaN</td>\n",
" <td>78.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.421264</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>298</th>\n",
" <td>2023-08-03</td>\n",
" <td>20:38</td>\n",
" <td>50.388</td>\n",
" <td>1190.759705</td>\n",
" <td>NaN</td>\n",
" <td>82.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.509529</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>299</th>\n",
" <td>2023-09-03</td>\n",
" <td>20:38</td>\n",
" <td>52.109</td>\n",
" <td>1151.432574</td>\n",
" <td>NaN</td>\n",
" <td>63.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.048104</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>300</th>\n",
" <td>2023-10-03</td>\n",
" <td>20:38</td>\n",
" <td>57.633</td>\n",
" <td>1041.070220</td>\n",
" <td>NaN</td>\n",
" <td>59.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.934840</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>301</th>\n",
" <td>2023-11-03</td>\n",
" <td>20:38</td>\n",
" <td>57.554</td>\n",
" <td>1042.499218</td>\n",
" <td>NaN</td>\n",
" <td>64.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.075395</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>302</th>\n",
" <td>2023-12-03</td>\n",
" <td>20:38</td>\n",
" <td>55.968</td>\n",
" <td>1072.041166</td>\n",
" <td>NaN</td>\n",
" <td>60.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.963795</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>303</th>\n",
" <td>2023-13-03</td>\n",
" <td>20:38</td>\n",
" <td>59.277</td>\n",
" <td>1012.196974</td>\n",
" <td>NaN</td>\n",
" <td>51.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.685793</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>304</th>\n",
" <td>2023-14-03</td>\n",
" <td>20:38</td>\n",
" <td>60.930</td>\n",
" <td>984.736583</td>\n",
" <td>NaN</td>\n",
" <td>41.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.320125</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>305</th>\n",
" <td>2023-15-03</td>\n",
" <td>20:38</td>\n",
" <td>57.051</td>\n",
" <td>1051.690593</td>\n",
" <td>NaN</td>\n",
" <td>57.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.875572</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>306</th>\n",
" <td>2023-16-03</td>\n",
" <td>20:38</td>\n",
" <td>59.118</td>\n",
" <td>1014.919314</td>\n",
" <td>NaN</td>\n",
" <td>40.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.279369</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>307</th>\n",
" <td>2023-17-03</td>\n",
" <td>20:38</td>\n",
" <td>56.253</td>\n",
" <td>1066.609781</td>\n",
" <td>NaN</td>\n",
" <td>59.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.934840</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>308</th>\n",
" <td>2023-18-03</td>\n",
" <td>20:39</td>\n",
" <td>57.379</td>\n",
" <td>1045.678733</td>\n",
" <td>NaN</td>\n",
" <td>56.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.845229</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>309</th>\n",
" <td>2023-19-03</td>\n",
" <td>20:39</td>\n",
" <td>57.484</td>\n",
" <td>1043.768701</td>\n",
" <td>NaN</td>\n",
" <td>58.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.905437</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>310</th>\n",
" <td>2023-20-03</td>\n",
" <td>20:39</td>\n",
" <td>55.371</td>\n",
" <td>1083.599718</td>\n",
" <td>NaN</td>\n",
" <td>61.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.992316</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>311</th>\n",
" <td>2023-21-03</td>\n",
" <td>20:39</td>\n",
" <td>55.761</td>\n",
" <td>1076.020875</td>\n",
" <td>NaN</td>\n",
" <td>56.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.845229</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>312</th>\n",
" <td>2023-22-03</td>\n",
" <td>20:39</td>\n",
" <td>55.622</td>\n",
" <td>1078.709863</td>\n",
" <td>NaN</td>\n",
" <td>51.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.685793</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>313</th>\n",
" <td>2023-23-03</td>\n",
" <td>20:39</td>\n",
" <td>51.900</td>\n",
" <td>1156.069364</td>\n",
" <td>NaN</td>\n",
" <td>75.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>8.352266</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>314</th>\n",
" <td>2023-24-03</td>\n",
" <td>21:42</td>\n",
" <td>57.860</td>\n",
" <td>1036.985828</td>\n",
" <td>NaN</td>\n",
" <td>45.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.474934</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>315</th>\n",
" <td>2023-25-03</td>\n",
" <td>20:23</td>\n",
" <td>55.638</td>\n",
" <td>1078.399655</td>\n",
" <td>NaN</td>\n",
" <td>50.0</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>7.652235</td>\n",
" <td>rest</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" 0 1 2 3 4 5 6 7 8 9 \\\n",
"0 2022-30-03 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"1 2022-31-03 09:00 52.600 1140.684411 NaN 90.0 NaN NaN NaN 8.667506 \n",
"2 2022-01-04 08:52 46.930 1278.499893 NaN 113.0 NaN NaN NaN 9.076499 \n",
"3 2022-02-04 10:53 49.840 1203.852327 NaN 101.0 NaN NaN NaN 8.874108 \n",
"4 2022-03-04 12:47 48.930 1226.241570 NaN 103.0 NaN NaN NaN 8.909373 \n",
"5 2022-04-04 12:47 50.420 1190.003967 NaN 105.0 NaN NaN NaN 8.943995 \n",
"6 2022-05-04 23:19 50.260 1193.792280 NaN 98.0 NaN NaN NaN 8.819953 \n",
"7 2022-06-04 23:02 47.370 1266.624446 NaN 114.0 NaN NaN NaN 9.092431 \n",
"8 2022-07-04 21:36 48.100 1247.401247 NaN 113.0 NaN NaN NaN 9.076499 \n",
"9 2022-08-04 21:36 48.920 1226.492232 NaN 107.0 NaN NaN NaN 8.977997 \n",
"10 2022-09-04 23:36 48.600 1234.567901 NaN 97.0 NaN NaN NaN 8.801553 \n",
"11 2022-10-04 16:08 53.250 1126.760563 NaN 79.0 NaN NaN NaN 8.435665 \n",
"12 2022-11-04 11:43 49.610 1209.433582 NaN 96.0 NaN NaN NaN 8.782972 \n",
"13 2022-15-04 09:56 52.750 1137.440758 NaN 74.0 NaN NaN NaN 8.320142 \n",
"14 2022-13-04 07:56 56.510 1061.758981 NaN 69.0 NaN NaN NaN 8.197138 \n",
"15 2022-14-04 07:56 51.390 1167.542323 NaN 117.0 NaN NaN NaN 9.139439 \n",
"16 2022-15-04 10:11 49.280 1217.532468 NaN 122.0 NaN NaN NaN 9.215292 \n",
"17 2022-16-04 08:01 49.000 1224.489796 NaN 111.0 NaN NaN NaN 9.044229 \n",
"18 2022-17-04 08:01 50.470 1188.825045 NaN 91.0 NaN NaN NaN 8.687244 \n",
"19 2022-18-04 08:02 53.160 1128.668172 NaN 80.0 NaN NaN NaN 8.457950 \n",
"20 2022-19-04 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"21 2022-20-04 10:02 53.050 1131.008483 NaN 91.0 NaN NaN NaN 8.687244 \n",
"22 2022-21-04 13:26 53.730 1116.694584 NaN 88.0 NaN NaN NaN 8.627403 \n",
"23 2022-22-04 13:26 52.570 1141.335362 NaN 87.0 NaN NaN NaN 8.607029 \n",
"24 2022-23-04 15:26 54.920 1092.498179 NaN 74.0 NaN NaN NaN 8.320142 \n",
"25 2022-24-04 20:44 53.440 1122.754491 NaN 76.0 NaN NaN NaN 8.367197 \n",
"26 2022-25-04 20:44 50.410 1190.240032 NaN 85.0 NaN NaN NaN 8.565615 \n",
"27 2022-26-04 20:44 52.930 1133.572643 NaN 79.0 NaN NaN NaN 8.435665 \n",
"28 2022-27-04 20:45 50.330 1192.131929 NaN 86.0 NaN NaN NaN 8.586435 \n",
"29 2022-28-04 20:45 55.300 1084.990958 NaN 69.0 NaN NaN NaN 8.197138 \n",
"30 2022-29-04 22:45 54.990 1091.107474 NaN 76.0 NaN NaN NaN 8.367197 \n",
"31 2022-30-04 18:59 53.070 1130.582250 NaN 77.0 NaN NaN NaN 8.398542 \n",
"32 2022-01-05 18:59 50.760 1182.033097 NaN 101.0 NaN NaN NaN 8.880504 \n",
"33 2022-02-05 18:59 50.740 1182.499015 NaN 94.0 NaN NaN NaN 8.752102 \n",
"34 2022-03-05 18:59 51.800 1158.301158 NaN 99.0 NaN NaN NaN 8.844695 \n",
"35 2022-04-05 18:59 56.610 1059.883413 NaN 66.0 NaN NaN NaN 8.128830 \n",
"36 2022-05-05 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"37 2022-06-05 19:00 53.740 1116.486788 NaN 90.0 NaN NaN NaN 8.674635 \n",
"38 2022-07-05 19:00 53.840 1114.413076 NaN 82.0 NaN NaN NaN 8.509529 \n",
"39 2022-08-05 19:00 55.820 1074.883554 NaN 69.0 NaN NaN NaN 8.206265 \n",
"40 2022-09-05 19:00 57.260 1047.851904 NaN 73.0 NaN NaN NaN 8.304835 \n",
"41 2022-10-05 19:00 50.460 1189.060642 NaN 101.0 NaN NaN NaN 8.880504 \n",
"42 2022-11-05 19:01 49.740 1206.272618 NaN 87.0 NaN NaN NaN 8.614389 \n",
"43 2022-12-05 19:01 49.100 1221.995927 NaN 95.0 NaN NaN NaN 8.770985 \n",
"44 2022-13-05 19:01 51.780 1158.748552 NaN 83.0 NaN NaN NaN 8.530969 \n",
"45 2022-14-05 19:01 55.380 1083.423619 NaN 79.0 NaN NaN NaN 8.443718 \n",
"46 2022-15-05 19:01 52.920 1133.786848 NaN 80.0 NaN NaN NaN 8.465909 \n",
"47 2022-16-05 19:01 57.730 1039.320977 NaN 55.0 NaN NaN NaN 7.814394 \n",
"48 2022-17-05 19:01 50.220 1194.743130 NaN 97.0 NaN NaN NaN 8.808197 \n",
"49 2022-18-05 19:02 53.470 1122.124556 NaN 74.0 NaN NaN NaN 8.328698 \n",
"50 2022-19-05 19:02 51.540 1164.144354 NaN 85.0 NaN NaN NaN 8.573137 \n",
"51 2022-20-05 19:02 50.290 1193.080135 NaN 85.0 NaN NaN NaN 8.573137 \n",
"52 2022-21-05 19:02 51.610 1162.565394 NaN 93.0 NaN NaN NaN 8.733029 \n",
"53 2022-22-05 19:02 50.100 1197.604790 NaN 82.0 NaN NaN NaN 8.509529 \n",
"54 2022-23-05 19:02 55.440 1082.251082 NaN 70.0 NaN NaN NaN 8.231391 \n",
"55 2022-24-05 21:03 53.100 1129.943503 NaN 67.0 NaN NaN NaN 8.154994 \n",
"56 2022-25-05 23:04 49.990 1200.240048 NaN 91.0 NaN NaN NaN 8.694300 \n",
"57 2022-26-05 12:55 50.430 1189.767995 NaN 81.0 NaN NaN NaN 8.487844 \n",
"58 2022-27-05 21:26 52.370 1145.694100 NaN 86.0 NaN NaN NaN 8.593875 \n",
"59 2022-28-05 20:40 51.940 1155.179053 NaN 82.0 NaN NaN NaN 8.509529 \n",
"60 2022-29-05 21:26 49.640 1208.702659 NaN 98.0 NaN NaN NaN 8.826534 \n",
"61 2022-30-05 21:26 55.190 1087.153470 NaN 65.0 NaN NaN NaN 8.102300 \n",
"62 2022-31-05 21:26 56.470 1062.511068 NaN 72.0 NaN NaN NaN 8.280668 \n",
"63 2022-01-06 21:27 53.030 1131.435037 NaN 75.0 NaN NaN NaN 8.352266 \n",
"64 2022-02-06 21:27 55.070 1089.522426 NaN 67.0 NaN NaN NaN 8.154994 \n",
"65 2022-03-06 21:27 54.450 1101.928375 NaN 71.0 NaN NaN NaN 8.256189 \n",
"66 2022-04-06 21:27 52.020 1153.402537 NaN 74.0 NaN NaN NaN 8.328698 \n",
"67 2022-06-06 20:40 53.700 1117.318436 NaN 81.0 NaN NaN NaN 8.487844 \n",
"68 2022-07-06 20:41 51.530 1164.370270 NaN 83.0 NaN NaN NaN 8.530969 \n",
"69 2022-08-06 20:41 55.730 1076.619415 NaN 64.0 NaN NaN NaN 8.075395 \n",
"70 2022-09-06 20:41 58.080 1033.057851 NaN 54.0 NaN NaN NaN 7.783051 \n",
"71 2022-10-06 06:13 54.020 1110.699741 NaN 78.0 NaN NaN NaN 8.421264 \n",
"72 2022-25-07 06:16 58.890 1018.848701 NaN 69.0 NaN NaN NaN 8.206265 \n",
"73 2022-26-07 06:16 52.600 1140.684411 NaN 87.0 NaN NaN NaN 8.614389 \n",
"74 2022-27-07 06:13 59.210 1013.342341 NaN 44.0 NaN NaN NaN 7.437398 \n",
"75 2022-28-07 06:12 64.740 926.784059 NaN 34.0 NaN NaN NaN 7.014562 \n",
"76 2022-29-07 06:12 61.270 979.272074 NaN 52.0 NaN NaN NaN 7.718769 \n",
"77 2022-30-07 06:12 62.000 967.741935 NaN 44.0 NaN NaN NaN 7.437398 \n",
"78 2022-31-07 06:11 56.050 1070.472792 NaN 64.0 NaN NaN NaN 8.075395 \n",
"79 2022-01-08 06:11 61.440 976.562500 NaN 43.0 NaN NaN NaN 7.399106 \n",
"80 2022-02-08 06:10 59.850 1002.506266 NaN 51.0 NaN NaN NaN 7.685793 \n",
"81 2022-03-08 06:10 58.860 1019.367992 NaN 63.0 NaN NaN NaN 8.048104 \n",
"82 2022-04-08 06:10 55.070 1089.522426 NaN 86.0 NaN NaN NaN 8.593875 \n",
"83 2022-05-08 06:10 58.890 1018.848701 NaN 53.0 NaN NaN NaN 7.751182 \n",
"84 2022-06-08 06:09 58.140 1031.991744 NaN 59.0 NaN NaN NaN 7.934840 \n",
"85 2022-07-08 06:09 58.060 1033.413710 NaN 63.0 NaN NaN NaN 8.048104 \n",
"86 2022-08-08 06:09 60.740 987.816925 NaN 47.0 NaN NaN NaN 7.547852 \n",
"87 2022-09-08 06:09 56.920 1054.111033 NaN 73.0 NaN NaN NaN 8.304835 \n",
"88 2022-10-08 06:09 58.160 1031.636864 NaN 68.0 NaN NaN NaN 8.180802 \n",
"89 2022-11-08 06:09 53.900 1113.172542 NaN 91.0 NaN NaN NaN 8.694300 \n",
"90 2022-12-08 06:09 62.070 966.650556 NaN 59.0 NaN NaN NaN 7.934840 \n",
"91 2022-13-08 06:09 54.020 1110.699741 NaN 111.0 NaN NaN NaN 9.050078 \n",
"92 2022-14-08 06:09 57.340 1046.389955 NaN 75.0 NaN NaN NaN 8.352266 \n",
"93 2022-15-08 20:41 51.200 1171.875000 NaN 97.0 NaN NaN NaN 8.808197 \n",
"94 2022-16-08 10:39 49.850 1203.610832 NaN 106.0 NaN NaN NaN 8.967182 \n",
"95 2022-17-08 20:36 53.809 1115.055102 NaN 80.0 NaN NaN NaN 8.465909 \n",
"96 2022-18-08 20:36 51.943 1155.112335 NaN 78.0 NaN NaN NaN 8.421264 \n",
"97 2022-19-08 20:36 50.920 1178.318932 NaN 94.0 NaN NaN NaN 8.752102 \n",
"98 2022-20-08 20:37 57.769 1038.619329 NaN 51.0 NaN NaN NaN 7.685793 \n",
"99 2022-21-08 20:37 54.809 1094.710723 NaN 76.0 NaN NaN NaN 8.375545 \n",
"100 2022-22-08 20:37 54.863 1093.633232 NaN 65.0 NaN NaN NaN 8.102300 \n",
"101 2022-23-08 20:37 56.024 1070.969584 NaN 64.0 NaN NaN NaN 8.075395 \n",
"102 2022-24-08 20:37 55.825 1074.787282 NaN 64.0 NaN NaN NaN 8.075395 \n",
"103 2022-25-08 20:36 57.220 1048.584411 NaN 63.0 NaN NaN NaN 8.048104 \n",
"104 2022-26-08 20:37 56.362 1064.547035 NaN 64.0 NaN NaN NaN 8.075395 \n",
"105 2022-27-08 20:37 54.872 1093.453856 NaN 67.0 NaN NaN NaN 8.154994 \n",
"106 2022-28-08 20:37 53.798 1115.283096 NaN 79.0 NaN NaN NaN 8.443718 \n",
"107 2022-29-08 20:37 62.354 962.247811 NaN 36.0 NaN NaN NaN 7.106993 \n",
"108 2022-30-08 20:37 55.670 1077.779774 NaN 57.0 NaN NaN NaN 7.875572 \n",
"109 2022-31-08 20:37 53.471 1122.103570 NaN 77.0 NaN NaN NaN 8.398542 \n",
"110 2022-01-09 20:37 51.643 1161.822512 NaN 100.0 NaN NaN NaN 8.862684 \n",
"111 2022-02-09 20:37 52.414 1144.732323 NaN 79.0 NaN NaN NaN 8.443718 \n",
"112 2022-03-09 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"113 2022-04-09 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"114 2022-05-09 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"115 2022-06-09 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"116 2022-07-09 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"117 2022-08-09 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"118 2022-09-09 20:37 48.477 1237.700353 NaN 117.0 NaN NaN NaN 9.145003 \n",
"119 2022-10-09 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"120 2022-11-09 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"121 2022-12-09 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"122 2022-13-09 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"123 2022-14-09 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"124 2022-15-09 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"125 2022-16-09 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"126 2022-17-09 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"127 2022-18-09 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"128 2022-19-09 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"129 2022-20-09 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"130 2022-21-09 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"131 2022-22-09 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"132 2022-23-09 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"133 2022-24-09 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"134 2022-25-09 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"135 2022-26-09 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"136 2022-27-09 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"137 2022-28-09 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"138 2022-29-09 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"139 2022-30-09 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"140 2022-01-10 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"141 2022-02-10 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"142 2022-03-10 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"143 2022-04-10 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"144 2022-05-10 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"145 2022-06-10 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"146 2022-07-10 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"147 2022-08-10 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"148 2022-09-10 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"149 2022-10-10 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"150 2022-11-10 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"151 2022-12-10 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"152 2022-13-10 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"153 2022-14-10 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"154 2022-15-10 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"155 2022-16-10 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"156 2022-17-10 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"157 2022-18-10 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"158 2022-19-10 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"159 2022-20-10 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"160 2022-21-10 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"161 2022-22-10 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"162 2022-23-10 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"163 2022-24-10 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"164 2022-25-10 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"165 2022-26-10 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"166 2022-27-10 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"167 2022-28-10 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"168 2022-29-10 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"169 2022-30-10 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"170 2022-31-10 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"171 2022-01-11 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"172 2022-02-11 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"173 2022-03-11 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"174 2022-04-11 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"175 2022-05-11 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"176 2022-06-11 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"177 2022-07-11 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"178 2022-08-11 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"179 2022-09-11 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"180 2022-10-11 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"181 2022-11-11 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"182 2022-12-11 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"183 2022-13-11 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"184 2022-14-11 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"185 2022-15-11 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"186 2022-16-11 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"187 2022-17-11 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"188 2022-18-11 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"189 2022-19-11 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"190 2022-20-11 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"191 2022-21-11 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"192 2022-22-11 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"193 2022-23-11 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"194 2022-24-11 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"195 2022-25-11 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"196 2022-26-11 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"197 2022-27-11 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"198 2022-28-11 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"199 2022-29-11 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"200 2022-30-11 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"201 2022-01-12 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"202 2022-02-12 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"203 2022-03-12 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"204 2022-04-12 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"205 2022-05-12 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"206 2022-06-12 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"207 2022-07-12 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"208 2022-08-12 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"209 2022-09-12 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"210 2022-10-12 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"211 2022-11-12 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"212 2022-12-12 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"213 2022-13-12 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"214 2022-14-12 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"215 2022-15-12 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"216 2022-16-12 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"217 2022-17-12 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"218 2022-18-12 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"219 2022-19-12 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"220 2022-20-12 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"221 2022-21-12 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"222 2022-22-12 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"223 2022-23-12 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"224 2022-24-12 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"225 2022-25-12 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"226 2022-26-12 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"227 2022-27-12 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"228 2022-28-12 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"229 2022-29-12 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"230 2022-30-12 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"231 2022-31-12 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"232 2023-01-01 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"233 2023-02-01 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"234 2023-03-01 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"235 2023-04-01 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"236 2023-05-01 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"237 2023-06-01 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"238 2023-07-01 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"239 2023-08-01 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"240 2023-09-01 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"241 2023-10-01 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"242 2023-11-01 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"243 2023-12-01 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"244 2023-13-01 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"245 2023-14-01 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"246 2023-15-01 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"247 2023-16-01 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"248 2023-17-01 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"249 2023-18-01 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"250 2023-19-01 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"251 2023-20-01 NaN NaN NaN NaN NaN NaN NaN NaN NaN \n",
"252 2023-21-01 20:42 56.557 1060.876638 NaN 52.0 NaN NaN NaN 7.718769 \n",
"253 2023-22-01 20:42 54.110 1108.852338 NaN 62.0 NaN NaN NaN 8.020415 \n",
"254 2023-23-01 20:42 57.959 1035.214548 NaN 52.0 NaN NaN NaN 7.718769 \n",
"255 2023-24-01 20:42 52.520 1142.421935 NaN 70.0 NaN NaN NaN 8.231391 \n",
"256 2023-25-01 20:42 56.207 1067.482698 NaN 63.0 NaN NaN NaN 8.048104 \n",
"257 2023-26-01 20:42 54.418 1102.576353 NaN 70.0 NaN NaN NaN 8.231391 \n",
"258 2023-27-01 20:42 56.404 1063.754344 NaN 64.0 NaN NaN NaN 8.075395 \n",
"259 2023-28-01 20:42 55.603 1079.078467 NaN 53.0 NaN NaN NaN 7.751182 \n",
"260 2023-29-01 20:41 59.011 1016.759587 NaN 50.0 NaN NaN NaN 7.652235 \n",
"261 2023-30-01 20:41 55.593 1079.272570 NaN 65.0 NaN NaN NaN 8.102300 \n",
"262 2023-31-01 20:41 54.620 1098.498718 NaN 61.0 NaN NaN NaN 7.992316 \n",
"263 2023-01-02 20:41 56.253 1066.609781 NaN 55.0 NaN NaN NaN 7.814394 \n",
"264 2023-02-02 20:41 54.214 1106.725200 NaN 60.0 NaN NaN NaN 7.963795 \n",
"265 2023-03-02 20:41 52.563 1141.487358 NaN 73.0 NaN NaN NaN 8.304835 \n",
"266 2023-04-02 20:41 58.510 1025.465732 NaN 57.0 NaN NaN NaN 7.875572 \n",
"267 2023-05-02 20:41 55.286 1085.265709 NaN 81.0 NaN NaN NaN 8.487844 \n",
"268 2023-06-02 20:41 53.932 1112.512052 NaN 90.0 NaN NaN NaN 8.674635 \n",
"269 2023-07-02 20:41 57.944 1035.482535 NaN 52.0 NaN NaN NaN 7.718769 \n",
"270 2023-08-02 20:41 63.276 948.226816 NaN 60.0 NaN NaN NaN 7.963795 \n",
"271 2023-09-02 20:41 60.710 988.305057 NaN 40.0 NaN NaN NaN 7.279369 \n",
"272 2023-10-02 20:41 54.088 1109.303357 NaN 70.0 NaN NaN NaN 8.231391 \n",
"273 2023-11-02 20:40 60.029 999.516900 NaN 53.0 NaN NaN NaN 7.751182 \n",
"274 2023-12-02 20:40 55.593 1079.272570 NaN 65.0 NaN NaN NaN 8.102300 \n",
"275 2023-13-02 20:40 60.256 995.751460 NaN 56.0 NaN NaN NaN 7.845229 \n",
"276 2023-14-02 20:40 59.009 1016.794048 NaN 47.0 NaN NaN NaN 7.547852 \n",
"277 2023-15-02 20:40 58.198 1030.963263 NaN 52.0 NaN NaN NaN 7.718769 \n",
"278 2023-16-02 20:40 54.898 1092.935990 NaN 64.0 NaN NaN NaN 8.075395 \n",
"279 2023-17-02 20:40 52.794 1136.492783 NaN 78.0 NaN NaN NaN 8.421264 \n",
"280 2023-18-02 20:40 52.466 1143.597759 NaN 75.0 NaN NaN NaN 8.352266 \n",
"281 2023-19-02 20:40 54.082 1109.426427 NaN 61.0 NaN NaN NaN 7.992316 \n",
"282 2023-20-02 20:40 55.670 1077.779774 NaN 60.0 NaN NaN NaN 7.963795 \n",
"283 2023-21-02 20:40 56.700 1058.201058 NaN 51.0 NaN NaN NaN 7.685793 \n",
"284 2023-22-02 20:40 60.427 992.933622 NaN 43.0 NaN NaN NaN 7.399106 \n",
"285 2023-23-02 20:39 54.219 1106.623139 NaN 73.0 NaN NaN NaN 8.304835 \n",
"286 2023-24-02 20:39 52.716 1138.174368 NaN 86.0 NaN NaN NaN 8.593875 \n",
"287 2023-25-02 20:39 52.434 1144.295686 NaN 92.0 NaN NaN NaN 8.713763 \n",
"288 2023-26-02 20:39 48.529 1236.374127 NaN 94.0 NaN NaN NaN 8.752102 \n",
"289 2023-27-02 20:39 51.545 1164.031429 NaN 81.0 NaN NaN NaN 8.487844 \n",
"290 2023-28-02 20:39 51.748 1159.465100 NaN 73.0 NaN NaN NaN 8.304835 \n",
"291 2023-01-03 20:39 54.000 1111.111111 NaN 64.0 NaN NaN NaN 8.075395 \n",
"292 2023-02-03 20:39 53.161 1128.646940 NaN 67.0 NaN NaN NaN 8.154994 \n",
"293 2023-03-03 20:39 53.160 1128.668172 NaN 78.0 NaN NaN NaN 8.421264 \n",
"294 2023-04-03 20:38 51.506 1164.912826 NaN 79.0 NaN NaN NaN 8.443718 \n",
"295 2023-05-03 20:38 50.667 1184.202736 NaN 89.0 NaN NaN NaN 8.654765 \n",
"296 2023-06-03 20:38 49.475 1212.733704 NaN 94.0 NaN NaN NaN 8.752102 \n",
"297 2023-07-03 20:38 49.990 1200.240048 NaN 78.0 NaN NaN NaN 8.421264 \n",
"298 2023-08-03 20:38 50.388 1190.759705 NaN 82.0 NaN NaN NaN 8.509529 \n",
"299 2023-09-03 20:38 52.109 1151.432574 NaN 63.0 NaN NaN NaN 8.048104 \n",
"300 2023-10-03 20:38 57.633 1041.070220 NaN 59.0 NaN NaN NaN 7.934840 \n",
"301 2023-11-03 20:38 57.554 1042.499218 NaN 64.0 NaN NaN NaN 8.075395 \n",
"302 2023-12-03 20:38 55.968 1072.041166 NaN 60.0 NaN NaN NaN 7.963795 \n",
"303 2023-13-03 20:38 59.277 1012.196974 NaN 51.0 NaN NaN NaN 7.685793 \n",
"304 2023-14-03 20:38 60.930 984.736583 NaN 41.0 NaN NaN NaN 7.320125 \n",
"305 2023-15-03 20:38 57.051 1051.690593 NaN 57.0 NaN NaN NaN 7.875572 \n",
"306 2023-16-03 20:38 59.118 1014.919314 NaN 40.0 NaN NaN NaN 7.279369 \n",
"307 2023-17-03 20:38 56.253 1066.609781 NaN 59.0 NaN NaN NaN 7.934840 \n",
"308 2023-18-03 20:39 57.379 1045.678733 NaN 56.0 NaN NaN NaN 7.845229 \n",
"309 2023-19-03 20:39 57.484 1043.768701 NaN 58.0 NaN NaN NaN 7.905437 \n",
"310 2023-20-03 20:39 55.371 1083.599718 NaN 61.0 NaN NaN NaN 7.992316 \n",
"311 2023-21-03 20:39 55.761 1076.020875 NaN 56.0 NaN NaN NaN 7.845229 \n",
"312 2023-22-03 20:39 55.622 1078.709863 NaN 51.0 NaN NaN NaN 7.685793 \n",
"313 2023-23-03 20:39 51.900 1156.069364 NaN 75.0 NaN NaN NaN 8.352266 \n",
"314 2023-24-03 21:42 57.860 1036.985828 NaN 45.0 NaN NaN NaN 7.474934 \n",
"315 2023-25-03 20:23 55.638 1078.399655 NaN 50.0 NaN NaN NaN 7.652235 \n",
"\n",
" 10 11 \n",
"0 easy 5.0 \n",
"1 rest NaN \n",
"2 easy 5.0 \n",
"3 easy 5.0 \n",
"4 easy 5.0 \n",
"5 easy 5.0 \n",
"6 easy 5.0 \n",
"7 easy 5.0 \n",
"8 rest NaN \n",
"9 easy 5.0 \n",
"10 easy 5.0 \n",
"11 rest NaN \n",
"12 average 5.0 \n",
"13 intense 5.0 \n",
"14 easy 5.0 \n",
"15 easy 5.0 \n",
"16 easy 5.0 \n",
"17 easy 5.0 \n",
"18 easy 5.0 \n",
"19 easy 5.0 \n",
"20 easy 5.0 \n",
"21 easy 5.0 \n",
"22 easy 5.0 \n",
"23 rest NaN \n",
"24 easy 5.0 \n",
"25 easy 5.0 \n",
"26 easy 5.0 \n",
"27 easy 5.0 \n",
"28 easy 5.0 \n",
"29 average 5.0 \n",
"30 rest NaN \n",
"31 rest NaN \n",
"32 rest NaN \n",
"33 rest NaN \n",
"34 intense 5.0 \n",
"35 easy 5.0 \n",
"36 easy 5.0 \n",
"37 average 5.0 \n",
"38 easy 5.0 \n",
"39 intense 5.0 \n",
"40 easy 5.0 \n",
"41 easy 5.0 \n",
"42 rest NaN \n",
"43 easy 5.0 \n",
"44 rest NaN \n",
"45 easy 5.0 \n",
"46 intense 5.0 \n",
"47 rest NaN \n",
"48 rest NaN \n",
"49 rest NaN \n",
"50 rest NaN \n",
"51 rest NaN \n",
"52 rest NaN \n",
"53 average 5.0 \n",
"54 easy 5.0 \n",
"55 easy 5.0 \n",
"56 easy 5.0 \n",
"57 easy 5.0 \n",
"58 easy 5.0 \n",
"59 rest NaN \n",
"60 rest NaN \n",
"61 easy 5.0 \n",
"62 rest NaN \n",
"63 rest NaN \n",
"64 average 5.0 \n",
"65 rest NaN \n",
"66 intense 5.0 \n",
"67 rest NaN \n",
"68 rest NaN \n",
"69 rest NaN \n",
"70 rest NaN \n",
"71 rest NaN \n",
"72 rest NaN \n",
"73 rest NaN \n",
"74 rest NaN \n",
"75 rest NaN \n",
"76 rest NaN \n",
"77 rest NaN \n",
"78 rest NaN \n",
"79 rest NaN \n",
"80 rest NaN \n",
"81 rest NaN \n",
"82 rest NaN \n",
"83 rest NaN \n",
"84 rest NaN \n",
"85 rest NaN \n",
"86 rest NaN \n",
"87 rest NaN \n",
"88 rest NaN \n",
"89 rest NaN \n",
"90 rest NaN \n",
"91 rest NaN \n",
"92 rest NaN \n",
"93 rest NaN \n",
"94 rest NaN \n",
"95 rest NaN \n",
"96 rest NaN \n",
"97 rest NaN \n",
"98 rest NaN \n",
"99 rest NaN \n",
"100 rest NaN \n",
"101 rest NaN \n",
"102 rest NaN \n",
"103 rest NaN \n",
"104 rest NaN \n",
"105 rest NaN \n",
"106 rest NaN \n",
"107 rest NaN \n",
"108 rest NaN \n",
"109 rest NaN \n",
"110 rest NaN \n",
"111 rest NaN \n",
"112 rest NaN \n",
"113 rest NaN \n",
"114 rest NaN \n",
"115 rest NaN \n",
"116 rest NaN \n",
"117 rest NaN \n",
"118 rest NaN \n",
"119 rest NaN \n",
"120 rest NaN \n",
"121 rest NaN \n",
"122 rest NaN \n",
"123 rest NaN \n",
"124 rest NaN \n",
"125 rest NaN \n",
"126 rest NaN \n",
"127 rest NaN \n",
"128 rest NaN \n",
"129 rest NaN \n",
"130 rest NaN \n",
"131 rest NaN \n",
"132 rest NaN \n",
"133 rest NaN \n",
"134 rest NaN \n",
"135 rest NaN \n",
"136 rest NaN \n",
"137 rest NaN \n",
"138 rest NaN \n",
"139 rest NaN \n",
"140 rest NaN \n",
"141 rest NaN \n",
"142 rest NaN \n",
"143 rest NaN \n",
"144 rest NaN \n",
"145 rest NaN \n",
"146 rest NaN \n",
"147 rest NaN \n",
"148 rest NaN \n",
"149 rest NaN \n",
"150 rest NaN \n",
"151 rest NaN \n",
"152 rest NaN \n",
"153 rest NaN \n",
"154 rest NaN \n",
"155 rest NaN \n",
"156 rest NaN \n",
"157 rest NaN \n",
"158 rest NaN \n",
"159 rest NaN \n",
"160 rest NaN \n",
"161 rest NaN \n",
"162 rest NaN \n",
"163 rest NaN \n",
"164 rest NaN \n",
"165 rest NaN \n",
"166 rest NaN \n",
"167 rest NaN \n",
"168 rest NaN \n",
"169 rest NaN \n",
"170 rest NaN \n",
"171 rest NaN \n",
"172 rest NaN \n",
"173 rest NaN \n",
"174 rest NaN \n",
"175 rest NaN \n",
"176 rest NaN \n",
"177 rest NaN \n",
"178 rest NaN \n",
"179 rest NaN \n",
"180 rest NaN \n",
"181 rest NaN \n",
"182 rest NaN \n",
"183 rest NaN \n",
"184 rest NaN \n",
"185 rest NaN \n",
"186 rest NaN \n",
"187 rest NaN \n",
"188 rest NaN \n",
"189 rest NaN \n",
"190 rest NaN \n",
"191 rest NaN \n",
"192 rest NaN \n",
"193 rest NaN \n",
"194 rest NaN \n",
"195 rest NaN \n",
"196 rest NaN \n",
"197 rest NaN \n",
"198 rest NaN \n",
"199 rest NaN \n",
"200 rest NaN \n",
"201 rest NaN \n",
"202 rest NaN \n",
"203 rest NaN \n",
"204 rest NaN \n",
"205 rest NaN \n",
"206 rest NaN \n",
"207 rest NaN \n",
"208 rest NaN \n",
"209 rest NaN \n",
"210 rest NaN \n",
"211 rest NaN \n",
"212 rest NaN \n",
"213 rest NaN \n",
"214 rest NaN \n",
"215 rest NaN \n",
"216 rest NaN \n",
"217 rest NaN \n",
"218 rest NaN \n",
"219 rest NaN \n",
"220 rest NaN \n",
"221 rest NaN \n",
"222 rest NaN \n",
"223 rest NaN \n",
"224 rest NaN \n",
"225 rest NaN \n",
"226 rest NaN \n",
"227 rest NaN \n",
"228 rest NaN \n",
"229 rest NaN \n",
"230 rest NaN \n",
"231 rest NaN \n",
"232 rest NaN \n",
"233 rest NaN \n",
"234 rest NaN \n",
"235 rest NaN \n",
"236 rest NaN \n",
"237 rest NaN \n",
"238 rest NaN \n",
"239 rest NaN \n",
"240 rest NaN \n",
"241 rest NaN \n",
"242 rest NaN \n",
"243 rest NaN \n",
"244 rest NaN \n",
"245 rest NaN \n",
"246 rest NaN \n",
"247 rest NaN \n",
"248 rest NaN \n",
"249 rest NaN \n",
"250 rest NaN \n",
"251 rest NaN \n",
"252 rest NaN \n",
"253 rest NaN \n",
"254 rest NaN \n",
"255 rest NaN \n",
"256 rest NaN \n",
"257 rest NaN \n",
"258 rest NaN \n",
"259 rest NaN \n",
"260 rest NaN \n",
"261 rest NaN \n",
"262 rest NaN \n",
"263 rest NaN \n",
"264 rest NaN \n",
"265 rest NaN \n",
"266 rest NaN \n",
"267 rest NaN \n",
"268 rest NaN \n",
"269 rest NaN \n",
"270 rest NaN \n",
"271 rest NaN \n",
"272 rest NaN \n",
"273 rest NaN \n",
"274 rest NaN \n",
"275 rest NaN \n",
"276 rest NaN \n",
"277 rest NaN \n",
"278 rest NaN \n",
"279 rest NaN \n",
"280 rest NaN \n",
"281 rest NaN \n",
"282 rest NaN \n",
"283 rest NaN \n",
"284 rest NaN \n",
"285 rest NaN \n",
"286 rest NaN \n",
"287 rest NaN \n",
"288 rest NaN \n",
"289 rest NaN \n",
"290 rest NaN \n",
"291 rest NaN \n",
"292 rest NaN \n",
"293 rest NaN \n",
"294 rest NaN \n",
"295 rest NaN \n",
"296 rest NaN \n",
"297 rest NaN \n",
"298 rest NaN \n",
"299 rest NaN \n",
"300 rest NaN \n",
"301 rest NaN \n",
"302 rest NaN \n",
"303 rest NaN \n",
"304 rest NaN \n",
"305 rest NaN \n",
"306 rest NaN \n",
"307 rest NaN \n",
"308 rest NaN \n",
"309 rest NaN \n",
"310 rest NaN \n",
"311 rest NaN \n",
"312 rest NaN \n",
"313 rest NaN \n",
"314 rest NaN \n",
"315 rest NaN "
]
},
"execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import numpy as np\n",
"import pandas\n",
"pandas.set_option('display.max_rows', None, 'display.max_columns', None)\n",
"csv=pandas.read_csv(\"Downloads/My_Measurements_Android.csv\", parse_dates=True, dayfirst=True, usecols=range(12), engine=\"python\", header=None, skiprows=1)\n",
"csv"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "cd16c7e8",
"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>date</th>\n",
" <th>RMSSD</th>\n",
" <th>HRV</th>\n",
" <th>ME</th>\n",
" <th>Difference</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>2022-31-03</td>\n",
" <td>90.0</td>\n",
" <td>8.667506</td>\n",
" <td>8.671669</td>\n",
" <td>0.004163</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>2022-01-04</td>\n",
" <td>113.0</td>\n",
" <td>9.076499</td>\n",
" <td>9.066922</td>\n",
" <td>0.009577</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>2022-02-04</td>\n",
" <td>101.0</td>\n",
" <td>8.874108</td>\n",
" <td>8.871938</td>\n",
" <td>0.002170</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>2022-03-04</td>\n",
" <td>103.0</td>\n",
" <td>8.909373</td>\n",
" <td>8.905994</td>\n",
" <td>0.003379</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>2022-04-04</td>\n",
" <td>105.0</td>\n",
" <td>8.943995</td>\n",
" <td>8.939394</td>\n",
" <td>0.004600</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>2022-05-04</td>\n",
" <td>98.0</td>\n",
" <td>8.819953</td>\n",
" <td>8.819569</td>\n",
" <td>0.000384</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>2022-06-04</td>\n",
" <td>114.0</td>\n",
" <td>9.092431</td>\n",
" <td>9.082224</td>\n",
" <td>0.010207</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>2022-07-04</td>\n",
" <td>113.0</td>\n",
" <td>9.076499</td>\n",
" <td>9.066922</td>\n",
" <td>0.009577</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>2022-08-04</td>\n",
" <td>107.0</td>\n",
" <td>8.977997</td>\n",
" <td>8.972165</td>\n",
" <td>0.005832</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>2022-09-04</td>\n",
" <td>97.0</td>\n",
" <td>8.801553</td>\n",
" <td>8.801756</td>\n",
" <td>0.000203</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>2022-10-04</td>\n",
" <td>79.0</td>\n",
" <td>8.435665</td>\n",
" <td>8.445259</td>\n",
" <td>0.009594</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>2022-11-04</td>\n",
" <td>96.0</td>\n",
" <td>8.782972</td>\n",
" <td>8.783758</td>\n",
" <td>0.000785</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>2022-15-04</td>\n",
" <td>74.0</td>\n",
" <td>8.320142</td>\n",
" <td>8.331704</td>\n",
" <td>0.011562</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>2022-13-04</td>\n",
" <td>69.0</td>\n",
" <td>8.197138</td>\n",
" <td>8.210202</td>\n",
" <td>0.013064</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>2022-14-04</td>\n",
" <td>117.0</td>\n",
" <td>9.139439</td>\n",
" <td>9.127337</td>\n",
" <td>0.012102</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>2022-15-04</td>\n",
" <td>122.0</td>\n",
" <td>9.215292</td>\n",
" <td>9.200016</td>\n",
" <td>0.015275</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>2022-16-04</td>\n",
" <td>111.0</td>\n",
" <td>9.044229</td>\n",
" <td>9.035907</td>\n",
" <td>0.008322</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>2022-17-04</td>\n",
" <td>91.0</td>\n",
" <td>8.687244</td>\n",
" <td>8.690860</td>\n",
" <td>0.003616</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>2022-18-04</td>\n",
" <td>80.0</td>\n",
" <td>8.457950</td>\n",
" <td>8.467106</td>\n",
" <td>0.009156</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>2022-20-04</td>\n",
" <td>91.0</td>\n",
" <td>8.687244</td>\n",
" <td>8.690860</td>\n",
" <td>0.003616</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>2022-21-04</td>\n",
" <td>88.0</td>\n",
" <td>8.627403</td>\n",
" <td>8.632639</td>\n",
" <td>0.005236</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>2022-22-04</td>\n",
" <td>87.0</td>\n",
" <td>8.607029</td>\n",
" <td>8.612789</td>\n",
" <td>0.005760</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>2022-23-04</td>\n",
" <td>74.0</td>\n",
" <td>8.320142</td>\n",
" <td>8.331704</td>\n",
" <td>0.011562</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>2022-24-04</td>\n",
" <td>76.0</td>\n",
" <td>8.367197</td>\n",
" <td>8.378021</td>\n",
" <td>0.010823</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>2022-25-04</td>\n",
" <td>85.0</td>\n",
" <td>8.565615</td>\n",
" <td>8.572397</td>\n",
" <td>0.006782</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>2022-26-04</td>\n",
" <td>79.0</td>\n",
" <td>8.435665</td>\n",
" <td>8.445259</td>\n",
" <td>0.009594</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>2022-27-04</td>\n",
" <td>86.0</td>\n",
" <td>8.586435</td>\n",
" <td>8.592711</td>\n",
" <td>0.006276</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>2022-28-04</td>\n",
" <td>69.0</td>\n",
" <td>8.197138</td>\n",
" <td>8.210202</td>\n",
" <td>0.013064</td>\n",
" </tr>\n",
" <tr>\n",
" <th>30</th>\n",
" <td>2022-29-04</td>\n",
" <td>76.0</td>\n",
" <td>8.367197</td>\n",
" <td>8.378021</td>\n",
" <td>0.010823</td>\n",
" </tr>\n",
" <tr>\n",
" <th>31</th>\n",
" <td>2022-30-04</td>\n",
" <td>77.0</td>\n",
" <td>8.398542</td>\n",
" <td>8.400724</td>\n",
" <td>0.002182</td>\n",
" </tr>\n",
" <tr>\n",
" <th>32</th>\n",
" <td>2022-01-05</td>\n",
" <td>101.0</td>\n",
" <td>8.880504</td>\n",
" <td>8.871938</td>\n",
" <td>0.008566</td>\n",
" </tr>\n",
" <tr>\n",
" <th>33</th>\n",
" <td>2022-02-05</td>\n",
" <td>94.0</td>\n",
" <td>8.752102</td>\n",
" <td>8.747193</td>\n",
" <td>0.004909</td>\n",
" </tr>\n",
" <tr>\n",
" <th>34</th>\n",
" <td>2022-03-05</td>\n",
" <td>99.0</td>\n",
" <td>8.844695</td>\n",
" <td>8.837201</td>\n",
" <td>0.007493</td>\n",
" </tr>\n",
" <tr>\n",
" <th>35</th>\n",
" <td>2022-04-05</td>\n",
" <td>66.0</td>\n",
" <td>8.128830</td>\n",
" <td>8.132999</td>\n",
" <td>0.004169</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37</th>\n",
" <td>2022-06-05</td>\n",
" <td>90.0</td>\n",
" <td>8.674635</td>\n",
" <td>8.671669</td>\n",
" <td>0.002966</td>\n",
" </tr>\n",
" <tr>\n",
" <th>38</th>\n",
" <td>2022-07-05</td>\n",
" <td>82.0</td>\n",
" <td>8.509529</td>\n",
" <td>8.509992</td>\n",
" <td>0.000462</td>\n",
" </tr>\n",
" <tr>\n",
" <th>39</th>\n",
" <td>2022-08-05</td>\n",
" <td>69.0</td>\n",
" <td>8.206265</td>\n",
" <td>8.210202</td>\n",
" <td>0.003937</td>\n",
" </tr>\n",
" <tr>\n",
" <th>40</th>\n",
" <td>2022-09-05</td>\n",
" <td>73.0</td>\n",
" <td>8.304835</td>\n",
" <td>8.308074</td>\n",
" <td>0.003239</td>\n",
" </tr>\n",
" <tr>\n",
" <th>41</th>\n",
" <td>2022-10-05</td>\n",
" <td>101.0</td>\n",
" <td>8.880504</td>\n",
" <td>8.871938</td>\n",
" <td>0.008566</td>\n",
" </tr>\n",
" <tr>\n",
" <th>42</th>\n",
" <td>2022-11-05</td>\n",
" <td>87.0</td>\n",
" <td>8.614389</td>\n",
" <td>8.612789</td>\n",
" <td>0.001600</td>\n",
" </tr>\n",
" <tr>\n",
" <th>43</th>\n",
" <td>2022-12-05</td>\n",
" <td>95.0</td>\n",
" <td>8.770985</td>\n",
" <td>8.765572</td>\n",
" <td>0.005413</td>\n",
" </tr>\n",
" <tr>\n",
" <th>44</th>\n",
" <td>2022-13-05</td>\n",
" <td>83.0</td>\n",
" <td>8.530969</td>\n",
" <td>8.531044</td>\n",
" <td>0.000074</td>\n",
" </tr>\n",
" <tr>\n",
" <th>45</th>\n",
" <td>2022-14-05</td>\n",
" <td>79.0</td>\n",
" <td>8.443718</td>\n",
" <td>8.445259</td>\n",
" <td>0.001542</td>\n",
" </tr>\n",
" <tr>\n",
" <th>46</th>\n",
" <td>2022-15-05</td>\n",
" <td>80.0</td>\n",
" <td>8.465909</td>\n",
" <td>8.467106</td>\n",
" <td>0.001197</td>\n",
" </tr>\n",
" <tr>\n",
" <th>47</th>\n",
" <td>2022-16-05</td>\n",
" <td>55.0</td>\n",
" <td>7.814394</td>\n",
" <td>7.816347</td>\n",
" <td>0.001952</td>\n",
" </tr>\n",
" <tr>\n",
" <th>48</th>\n",
" <td>2022-17-05</td>\n",
" <td>97.0</td>\n",
" <td>8.808197</td>\n",
" <td>8.801756</td>\n",
" <td>0.006442</td>\n",
" </tr>\n",
" <tr>\n",
" <th>49</th>\n",
" <td>2022-18-05</td>\n",
" <td>74.0</td>\n",
" <td>8.328698</td>\n",
" <td>8.331704</td>\n",
" <td>0.003006</td>\n",
" </tr>\n",
" <tr>\n",
" <th>50</th>\n",
" <td>2022-19-05</td>\n",
" <td>85.0</td>\n",
" <td>8.573137</td>\n",
" <td>8.572397</td>\n",
" <td>0.000739</td>\n",
" </tr>\n",
" <tr>\n",
" <th>51</th>\n",
" <td>2022-20-05</td>\n",
" <td>85.0</td>\n",
" <td>8.573137</td>\n",
" <td>8.572397</td>\n",
" <td>0.000739</td>\n",
" </tr>\n",
" <tr>\n",
" <th>52</th>\n",
" <td>2022-21-05</td>\n",
" <td>93.0</td>\n",
" <td>8.733029</td>\n",
" <td>8.728618</td>\n",
" <td>0.004412</td>\n",
" </tr>\n",
" <tr>\n",
" <th>53</th>\n",
" <td>2022-22-05</td>\n",
" <td>82.0</td>\n",
" <td>8.509529</td>\n",
" <td>8.509992</td>\n",
" <td>0.000462</td>\n",
" </tr>\n",
" <tr>\n",
" <th>54</th>\n",
" <td>2022-23-05</td>\n",
" <td>70.0</td>\n",
" <td>8.231391</td>\n",
" <td>8.235192</td>\n",
" <td>0.003801</td>\n",
" </tr>\n",
" <tr>\n",
" <th>55</th>\n",
" <td>2022-24-05</td>\n",
" <td>67.0</td>\n",
" <td>8.154994</td>\n",
" <td>8.159116</td>\n",
" <td>0.004123</td>\n",
" </tr>\n",
" <tr>\n",
" <th>56</th>\n",
" <td>2022-25-05</td>\n",
" <td>91.0</td>\n",
" <td>8.694300</td>\n",
" <td>8.690860</td>\n",
" <td>0.003440</td>\n",
" </tr>\n",
" <tr>\n",
" <th>57</th>\n",
" <td>2022-26-05</td>\n",
" <td>81.0</td>\n",
" <td>8.487844</td>\n",
" <td>8.488681</td>\n",
" <td>0.000837</td>\n",
" </tr>\n",
" <tr>\n",
" <th>58</th>\n",
" <td>2022-27-05</td>\n",
" <td>86.0</td>\n",
" <td>8.593875</td>\n",
" <td>8.592711</td>\n",
" <td>0.001164</td>\n",
" </tr>\n",
" <tr>\n",
" <th>59</th>\n",
" <td>2022-28-05</td>\n",
" <td>82.0</td>\n",
" <td>8.509529</td>\n",
" <td>8.509992</td>\n",
" <td>0.000462</td>\n",
" </tr>\n",
" <tr>\n",
" <th>60</th>\n",
" <td>2022-29-05</td>\n",
" <td>98.0</td>\n",
" <td>8.826534</td>\n",
" <td>8.819569</td>\n",
" <td>0.006965</td>\n",
" </tr>\n",
" <tr>\n",
" <th>61</th>\n",
" <td>2022-30-05</td>\n",
" <td>65.0</td>\n",
" <td>8.102300</td>\n",
" <td>8.106483</td>\n",
" <td>0.004182</td>\n",
" </tr>\n",
" <tr>\n",
" <th>62</th>\n",
" <td>2022-31-05</td>\n",
" <td>72.0</td>\n",
" <td>8.280668</td>\n",
" <td>8.284118</td>\n",
" <td>0.003451</td>\n",
" </tr>\n",
" <tr>\n",
" <th>63</th>\n",
" <td>2022-01-06</td>\n",
" <td>75.0</td>\n",
" <td>8.352266</td>\n",
" <td>8.355017</td>\n",
" <td>0.002751</td>\n",
" </tr>\n",
" <tr>\n",
" <th>64</th>\n",
" <td>2022-02-06</td>\n",
" <td>67.0</td>\n",
" <td>8.154994</td>\n",
" <td>8.159116</td>\n",
" <td>0.004123</td>\n",
" </tr>\n",
" <tr>\n",
" <th>65</th>\n",
" <td>2022-03-06</td>\n",
" <td>71.0</td>\n",
" <td>8.256189</td>\n",
" <td>8.259827</td>\n",
" <td>0.003638</td>\n",
" </tr>\n",
" <tr>\n",
" <th>66</th>\n",
" <td>2022-04-06</td>\n",
" <td>74.0</td>\n",
" <td>8.328698</td>\n",
" <td>8.331704</td>\n",
" <td>0.003006</td>\n",
" </tr>\n",
" <tr>\n",
" <th>67</th>\n",
" <td>2022-06-06</td>\n",
" <td>81.0</td>\n",
" <td>8.487844</td>\n",
" <td>8.488681</td>\n",
" <td>0.000837</td>\n",
" </tr>\n",
" <tr>\n",
" <th>68</th>\n",
" <td>2022-07-06</td>\n",
" <td>83.0</td>\n",
" <td>8.530969</td>\n",
" <td>8.531044</td>\n",
" <td>0.000074</td>\n",
" </tr>\n",
" <tr>\n",
" <th>69</th>\n",
" <td>2022-08-06</td>\n",
" <td>64.0</td>\n",
" <td>8.075395</td>\n",
" <td>8.079555</td>\n",
" <td>0.004160</td>\n",
" </tr>\n",
" <tr>\n",
" <th>70</th>\n",
" <td>2022-09-06</td>\n",
" <td>54.0</td>\n",
" <td>7.783051</td>\n",
" <td>7.784478</td>\n",
" <td>0.001428</td>\n",
" </tr>\n",
" <tr>\n",
" <th>71</th>\n",
" <td>2022-10-06</td>\n",
" <td>78.0</td>\n",
" <td>8.421264</td>\n",
" <td>8.423135</td>\n",
" <td>0.001870</td>\n",
" </tr>\n",
" <tr>\n",
" <th>72</th>\n",
" <td>2022-25-07</td>\n",
" <td>69.0</td>\n",
" <td>8.206265</td>\n",
" <td>8.210202</td>\n",
" <td>0.003937</td>\n",
" </tr>\n",
" <tr>\n",
" <th>73</th>\n",
" <td>2022-26-07</td>\n",
" <td>87.0</td>\n",
" <td>8.614389</td>\n",
" <td>8.612789</td>\n",
" <td>0.001600</td>\n",
" </tr>\n",
" <tr>\n",
" <th>74</th>\n",
" <td>2022-27-07</td>\n",
" <td>44.0</td>\n",
" <td>7.437398</td>\n",
" <td>7.428796</td>\n",
" <td>0.008602</td>\n",
" </tr>\n",
" <tr>\n",
" <th>75</th>\n",
" <td>2022-28-07</td>\n",
" <td>34.0</td>\n",
" <td>7.014562</td>\n",
" <td>6.981004</td>\n",
" <td>0.033558</td>\n",
" </tr>\n",
" <tr>\n",
" <th>76</th>\n",
" <td>2022-29-07</td>\n",
" <td>52.0</td>\n",
" <td>7.718769</td>\n",
" <td>7.718932</td>\n",
" <td>0.000163</td>\n",
" </tr>\n",
" <tr>\n",
" <th>77</th>\n",
" <td>2022-30-07</td>\n",
" <td>44.0</td>\n",
" <td>7.437398</td>\n",
" <td>7.428796</td>\n",
" <td>0.008602</td>\n",
" </tr>\n",
" <tr>\n",
" <th>78</th>\n",
" <td>2022-31-07</td>\n",
" <td>64.0</td>\n",
" <td>8.075395</td>\n",
" <td>8.079555</td>\n",
" <td>0.004160</td>\n",
" </tr>\n",
" <tr>\n",
" <th>79</th>\n",
" <td>2022-01-08</td>\n",
" <td>43.0</td>\n",
" <td>7.399106</td>\n",
" <td>7.388868</td>\n",
" <td>0.010238</td>\n",
" </tr>\n",
" <tr>\n",
" <th>80</th>\n",
" <td>2022-02-08</td>\n",
" <td>51.0</td>\n",
" <td>7.685793</td>\n",
" <td>7.685207</td>\n",
" <td>0.000586</td>\n",
" </tr>\n",
" <tr>\n",
" <th>81</th>\n",
" <td>2022-03-08</td>\n",
" <td>63.0</td>\n",
" <td>8.048104</td>\n",
" <td>8.052204</td>\n",
" <td>0.004100</td>\n",
" </tr>\n",
" <tr>\n",
" <th>82</th>\n",
" <td>2022-04-08</td>\n",
" <td>86.0</td>\n",
" <td>8.593875</td>\n",
" <td>8.592711</td>\n",
" <td>0.001164</td>\n",
" </tr>\n",
" <tr>\n",
" <th>83</th>\n",
" <td>2022-05-08</td>\n",
" <td>53.0</td>\n",
" <td>7.751182</td>\n",
" <td>7.752014</td>\n",
" <td>0.000833</td>\n",
" </tr>\n",
" <tr>\n",
" <th>84</th>\n",
" <td>2022-06-08</td>\n",
" <td>59.0</td>\n",
" <td>7.934840</td>\n",
" <td>7.938276</td>\n",
" <td>0.003436</td>\n",
" </tr>\n",
" <tr>\n",
" <th>85</th>\n",
" <td>2022-07-08</td>\n",
" <td>63.0</td>\n",
" <td>8.048104</td>\n",
" <td>8.052204</td>\n",
" <td>0.004100</td>\n",
" </tr>\n",
" <tr>\n",
" <th>86</th>\n",
" <td>2022-08-08</td>\n",
" <td>47.0</td>\n",
" <td>7.547852</td>\n",
" <td>7.543350</td>\n",
" <td>0.004501</td>\n",
" </tr>\n",
" <tr>\n",
" <th>87</th>\n",
" <td>2022-09-08</td>\n",
" <td>73.0</td>\n",
" <td>8.304835</td>\n",
" <td>8.308074</td>\n",
" <td>0.003239</td>\n",
" </tr>\n",
" <tr>\n",
" <th>88</th>\n",
" <td>2022-10-08</td>\n",
" <td>68.0</td>\n",
" <td>8.180802</td>\n",
" <td>8.184847</td>\n",
" <td>0.004044</td>\n",
" </tr>\n",
" <tr>\n",
" <th>89</th>\n",
" <td>2022-11-08</td>\n",
" <td>91.0</td>\n",
" <td>8.694300</td>\n",
" <td>8.690860</td>\n",
" <td>0.003440</td>\n",
" </tr>\n",
" <tr>\n",
" <th>90</th>\n",
" <td>2022-12-08</td>\n",
" <td>59.0</td>\n",
" <td>7.934840</td>\n",
" <td>7.938276</td>\n",
" <td>0.003436</td>\n",
" </tr>\n",
" <tr>\n",
" <th>91</th>\n",
" <td>2022-13-08</td>\n",
" <td>111.0</td>\n",
" <td>9.050078</td>\n",
" <td>9.035907</td>\n",
" <td>0.014171</td>\n",
" </tr>\n",
" <tr>\n",
" <th>92</th>\n",
" <td>2022-14-08</td>\n",
" <td>75.0</td>\n",
" <td>8.352266</td>\n",
" <td>8.355017</td>\n",
" <td>0.002751</td>\n",
" </tr>\n",
" <tr>\n",
" <th>93</th>\n",
" <td>2022-15-08</td>\n",
" <td>97.0</td>\n",
" <td>8.808197</td>\n",
" <td>8.801756</td>\n",
" <td>0.006442</td>\n",
" </tr>\n",
" <tr>\n",
" <th>94</th>\n",
" <td>2022-16-08</td>\n",
" <td>106.0</td>\n",
" <td>8.967182</td>\n",
" <td>8.955857</td>\n",
" <td>0.011326</td>\n",
" </tr>\n",
" <tr>\n",
" <th>95</th>\n",
" <td>2022-17-08</td>\n",
" <td>80.0</td>\n",
" <td>8.465909</td>\n",
" <td>8.467106</td>\n",
" <td>0.001197</td>\n",
" </tr>\n",
" <tr>\n",
" <th>96</th>\n",
" <td>2022-18-08</td>\n",
" <td>78.0</td>\n",
" <td>8.421264</td>\n",
" <td>8.423135</td>\n",
" <td>0.001870</td>\n",
" </tr>\n",
" <tr>\n",
" <th>97</th>\n",
" <td>2022-19-08</td>\n",
" <td>94.0</td>\n",
" <td>8.752102</td>\n",
" <td>8.747193</td>\n",
" <td>0.004909</td>\n",
" </tr>\n",
" <tr>\n",
" <th>98</th>\n",
" <td>2022-20-08</td>\n",
" <td>51.0</td>\n",
" <td>7.685793</td>\n",
" <td>7.685207</td>\n",
" <td>0.000586</td>\n",
" </tr>\n",
" <tr>\n",
" <th>99</th>\n",
" <td>2022-21-08</td>\n",
" <td>76.0</td>\n",
" <td>8.375545</td>\n",
" <td>8.378021</td>\n",
" <td>0.002476</td>\n",
" </tr>\n",
" <tr>\n",
" <th>100</th>\n",
" <td>2022-22-08</td>\n",
" <td>65.0</td>\n",
" <td>8.102300</td>\n",
" <td>8.106483</td>\n",
" <td>0.004182</td>\n",
" </tr>\n",
" <tr>\n",
" <th>101</th>\n",
" <td>2022-23-08</td>\n",
" <td>64.0</td>\n",
" <td>8.075395</td>\n",
" <td>8.079555</td>\n",
" <td>0.004160</td>\n",
" </tr>\n",
" <tr>\n",
" <th>102</th>\n",
" <td>2022-24-08</td>\n",
" <td>64.0</td>\n",
" <td>8.075395</td>\n",
" <td>8.079555</td>\n",
" <td>0.004160</td>\n",
" </tr>\n",
" <tr>\n",
" <th>103</th>\n",
" <td>2022-25-08</td>\n",
" <td>63.0</td>\n",
" <td>8.048104</td>\n",
" <td>8.052204</td>\n",
" <td>0.004100</td>\n",
" </tr>\n",
" <tr>\n",
" <th>104</th>\n",
" <td>2022-26-08</td>\n",
" <td>64.0</td>\n",
" <td>8.075395</td>\n",
" <td>8.079555</td>\n",
" <td>0.004160</td>\n",
" </tr>\n",
" <tr>\n",
" <th>105</th>\n",
" <td>2022-27-08</td>\n",
" <td>67.0</td>\n",
" <td>8.154994</td>\n",
" <td>8.159116</td>\n",
" <td>0.004123</td>\n",
" </tr>\n",
" <tr>\n",
" <th>106</th>\n",
" <td>2022-28-08</td>\n",
" <td>79.0</td>\n",
" <td>8.443718</td>\n",
" <td>8.445259</td>\n",
" <td>0.001542</td>\n",
" </tr>\n",
" <tr>\n",
" <th>107</th>\n",
" <td>2022-29-08</td>\n",
" <td>36.0</td>\n",
" <td>7.106993</td>\n",
" <td>7.080276</td>\n",
" <td>0.026717</td>\n",
" </tr>\n",
" <tr>\n",
" <th>108</th>\n",
" <td>2022-30-08</td>\n",
" <td>57.0</td>\n",
" <td>7.875572</td>\n",
" <td>7.878381</td>\n",
" <td>0.002810</td>\n",
" </tr>\n",
" <tr>\n",
" <th>109</th>\n",
" <td>2022-31-08</td>\n",
" <td>77.0</td>\n",
" <td>8.398542</td>\n",
" <td>8.400724</td>\n",
" <td>0.002182</td>\n",
" </tr>\n",
" <tr>\n",
" <th>110</th>\n",
" <td>2022-01-09</td>\n",
" <td>100.0</td>\n",
" <td>8.862684</td>\n",
" <td>8.854657</td>\n",
" <td>0.008027</td>\n",
" </tr>\n",
" <tr>\n",
" <th>111</th>\n",
" <td>2022-02-09</td>\n",
" <td>79.0</td>\n",
" <td>8.443718</td>\n",
" <td>8.445259</td>\n",
" <td>0.001542</td>\n",
" </tr>\n",
" <tr>\n",
" <th>118</th>\n",
" <td>2022-09-09</td>\n",
" <td>117.0</td>\n",
" <td>9.145003</td>\n",
" <td>9.127337</td>\n",
" <td>0.017666</td>\n",
" </tr>\n",
" <tr>\n",
" <th>252</th>\n",
" <td>2023-21-01</td>\n",
" <td>52.0</td>\n",
" <td>7.718769</td>\n",
" <td>7.718932</td>\n",
" <td>0.000163</td>\n",
" </tr>\n",
" <tr>\n",
" <th>253</th>\n",
" <td>2023-22-01</td>\n",
" <td>62.0</td>\n",
" <td>8.020415</td>\n",
" <td>8.024415</td>\n",
" <td>0.004000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>254</th>\n",
" <td>2023-23-01</td>\n",
" <td>52.0</td>\n",
" <td>7.718769</td>\n",
" <td>7.718932</td>\n",
" <td>0.000163</td>\n",
" </tr>\n",
" <tr>\n",
" <th>255</th>\n",
" <td>2023-24-01</td>\n",
" <td>70.0</td>\n",
" <td>8.231391</td>\n",
" <td>8.235192</td>\n",
" <td>0.003801</td>\n",
" </tr>\n",
" <tr>\n",
" <th>256</th>\n",
" <td>2023-25-01</td>\n",
" <td>63.0</td>\n",
" <td>8.048104</td>\n",
" <td>8.052204</td>\n",
" <td>0.004100</td>\n",
" </tr>\n",
" <tr>\n",
" <th>257</th>\n",
" <td>2023-26-01</td>\n",
" <td>70.0</td>\n",
" <td>8.231391</td>\n",
" <td>8.235192</td>\n",
" <td>0.003801</td>\n",
" </tr>\n",
" <tr>\n",
" <th>258</th>\n",
" <td>2023-27-01</td>\n",
" <td>64.0</td>\n",
" <td>8.075395</td>\n",
" <td>8.079555</td>\n",
" <td>0.004160</td>\n",
" </tr>\n",
" <tr>\n",
" <th>259</th>\n",
" <td>2023-28-01</td>\n",
" <td>53.0</td>\n",
" <td>7.751182</td>\n",
" <td>7.752014</td>\n",
" <td>0.000833</td>\n",
" </tr>\n",
" <tr>\n",
" <th>260</th>\n",
" <td>2023-29-01</td>\n",
" <td>50.0</td>\n",
" <td>7.652235</td>\n",
" <td>7.650814</td>\n",
" <td>0.001421</td>\n",
" </tr>\n",
" <tr>\n",
" <th>261</th>\n",
" <td>2023-30-01</td>\n",
" <td>65.0</td>\n",
" <td>8.102300</td>\n",
" <td>8.106483</td>\n",
" <td>0.004182</td>\n",
" </tr>\n",
" <tr>\n",
" <th>262</th>\n",
" <td>2023-31-01</td>\n",
" <td>61.0</td>\n",
" <td>7.992316</td>\n",
" <td>7.996174</td>\n",
" <td>0.003858</td>\n",
" </tr>\n",
" <tr>\n",
" <th>263</th>\n",
" <td>2023-01-02</td>\n",
" <td>55.0</td>\n",
" <td>7.814394</td>\n",
" <td>7.816347</td>\n",
" <td>0.001952</td>\n",
" </tr>\n",
" <tr>\n",
" <th>264</th>\n",
" <td>2023-02-02</td>\n",
" <td>60.0</td>\n",
" <td>7.963795</td>\n",
" <td>7.967466</td>\n",
" <td>0.003671</td>\n",
" </tr>\n",
" <tr>\n",
" <th>265</th>\n",
" <td>2023-03-02</td>\n",
" <td>73.0</td>\n",
" <td>8.304835</td>\n",
" <td>8.308074</td>\n",
" <td>0.003239</td>\n",
" </tr>\n",
" <tr>\n",
" <th>266</th>\n",
" <td>2023-04-02</td>\n",
" <td>57.0</td>\n",
" <td>7.875572</td>\n",
" <td>7.878381</td>\n",
" <td>0.002810</td>\n",
" </tr>\n",
" <tr>\n",
" <th>267</th>\n",
" <td>2023-05-02</td>\n",
" <td>81.0</td>\n",
" <td>8.487844</td>\n",
" <td>8.488681</td>\n",
" <td>0.000837</td>\n",
" </tr>\n",
" <tr>\n",
" <th>268</th>\n",
" <td>2023-06-02</td>\n",
" <td>90.0</td>\n",
" <td>8.674635</td>\n",
" <td>8.671669</td>\n",
" <td>0.002966</td>\n",
" </tr>\n",
" <tr>\n",
" <th>269</th>\n",
" <td>2023-07-02</td>\n",
" <td>52.0</td>\n",
" <td>7.718769</td>\n",
" <td>7.718932</td>\n",
" <td>0.000163</td>\n",
" </tr>\n",
" <tr>\n",
" <th>270</th>\n",
" <td>2023-08-02</td>\n",
" <td>60.0</td>\n",
" <td>7.963795</td>\n",
" <td>7.967466</td>\n",
" <td>0.003671</td>\n",
" </tr>\n",
" <tr>\n",
" <th>271</th>\n",
" <td>2023-09-02</td>\n",
" <td>40.0</td>\n",
" <td>7.279369</td>\n",
" <td>7.263263</td>\n",
" <td>0.016105</td>\n",
" </tr>\n",
" <tr>\n",
" <th>272</th>\n",
" <td>2023-10-02</td>\n",
" <td>70.0</td>\n",
" <td>8.231391</td>\n",
" <td>8.235192</td>\n",
" <td>0.003801</td>\n",
" </tr>\n",
" <tr>\n",
" <th>273</th>\n",
" <td>2023-11-02</td>\n",
" <td>53.0</td>\n",
" <td>7.751182</td>\n",
" <td>7.752014</td>\n",
" <td>0.000833</td>\n",
" </tr>\n",
" <tr>\n",
" <th>274</th>\n",
" <td>2023-12-02</td>\n",
" <td>65.0</td>\n",
" <td>8.102300</td>\n",
" <td>8.106483</td>\n",
" <td>0.004182</td>\n",
" </tr>\n",
" <tr>\n",
" <th>275</th>\n",
" <td>2023-13-02</td>\n",
" <td>56.0</td>\n",
" <td>7.845229</td>\n",
" <td>7.847641</td>\n",
" <td>0.002412</td>\n",
" </tr>\n",
" <tr>\n",
" <th>276</th>\n",
" <td>2023-14-02</td>\n",
" <td>47.0</td>\n",
" <td>7.547852</td>\n",
" <td>7.543350</td>\n",
" <td>0.004501</td>\n",
" </tr>\n",
" <tr>\n",
" <th>277</th>\n",
" <td>2023-15-02</td>\n",
" <td>52.0</td>\n",
" <td>7.718769</td>\n",
" <td>7.718932</td>\n",
" <td>0.000163</td>\n",
" </tr>\n",
" <tr>\n",
" <th>278</th>\n",
" <td>2023-16-02</td>\n",
" <td>64.0</td>\n",
" <td>8.075395</td>\n",
" <td>8.079555</td>\n",
" <td>0.004160</td>\n",
" </tr>\n",
" <tr>\n",
" <th>279</th>\n",
" <td>2023-17-02</td>\n",
" <td>78.0</td>\n",
" <td>8.421264</td>\n",
" <td>8.423135</td>\n",
" <td>0.001870</td>\n",
" </tr>\n",
" <tr>\n",
" <th>280</th>\n",
" <td>2023-18-02</td>\n",
" <td>75.0</td>\n",
" <td>8.352266</td>\n",
" <td>8.355017</td>\n",
" <td>0.002751</td>\n",
" </tr>\n",
" <tr>\n",
" <th>281</th>\n",
" <td>2023-19-02</td>\n",
" <td>61.0</td>\n",
" <td>7.992316</td>\n",
" <td>7.996174</td>\n",
" <td>0.003858</td>\n",
" </tr>\n",
" <tr>\n",
" <th>282</th>\n",
" <td>2023-20-02</td>\n",
" <td>60.0</td>\n",
" <td>7.963795</td>\n",
" <td>7.967466</td>\n",
" <td>0.003671</td>\n",
" </tr>\n",
" <tr>\n",
" <th>283</th>\n",
" <td>2023-21-02</td>\n",
" <td>51.0</td>\n",
" <td>7.685793</td>\n",
" <td>7.685207</td>\n",
" <td>0.000586</td>\n",
" </tr>\n",
" <tr>\n",
" <th>284</th>\n",
" <td>2023-22-02</td>\n",
" <td>43.0</td>\n",
" <td>7.399106</td>\n",
" <td>7.388868</td>\n",
" <td>0.010238</td>\n",
" </tr>\n",
" <tr>\n",
" <th>285</th>\n",
" <td>2023-23-02</td>\n",
" <td>73.0</td>\n",
" <td>8.304835</td>\n",
" <td>8.308074</td>\n",
" <td>0.003239</td>\n",
" </tr>\n",
" <tr>\n",
" <th>286</th>\n",
" <td>2023-24-02</td>\n",
" <td>86.0</td>\n",
" <td>8.593875</td>\n",
" <td>8.592711</td>\n",
" <td>0.001164</td>\n",
" </tr>\n",
" <tr>\n",
" <th>287</th>\n",
" <td>2023-25-02</td>\n",
" <td>92.0</td>\n",
" <td>8.713763</td>\n",
" <td>8.709841</td>\n",
" <td>0.003922</td>\n",
" </tr>\n",
" <tr>\n",
" <th>288</th>\n",
" <td>2023-26-02</td>\n",
" <td>94.0</td>\n",
" <td>8.752102</td>\n",
" <td>8.747193</td>\n",
" <td>0.004909</td>\n",
" </tr>\n",
" <tr>\n",
" <th>289</th>\n",
" <td>2023-27-02</td>\n",
" <td>81.0</td>\n",
" <td>8.487844</td>\n",
" <td>8.488681</td>\n",
" <td>0.000837</td>\n",
" </tr>\n",
" <tr>\n",
" <th>290</th>\n",
" <td>2023-28-02</td>\n",
" <td>73.0</td>\n",
" <td>8.304835</td>\n",
" <td>8.308074</td>\n",
" <td>0.003239</td>\n",
" </tr>\n",
" <tr>\n",
" <th>291</th>\n",
" <td>2023-01-03</td>\n",
" <td>64.0</td>\n",
" <td>8.075395</td>\n",
" <td>8.079555</td>\n",
" <td>0.004160</td>\n",
" </tr>\n",
" <tr>\n",
" <th>292</th>\n",
" <td>2023-02-03</td>\n",
" <td>67.0</td>\n",
" <td>8.154994</td>\n",
" <td>8.159116</td>\n",
" <td>0.004123</td>\n",
" </tr>\n",
" <tr>\n",
" <th>293</th>\n",
" <td>2023-03-03</td>\n",
" <td>78.0</td>\n",
" <td>8.421264</td>\n",
" <td>8.423135</td>\n",
" <td>0.001870</td>\n",
" </tr>\n",
" <tr>\n",
" <th>294</th>\n",
" <td>2023-04-03</td>\n",
" <td>79.0</td>\n",
" <td>8.443718</td>\n",
" <td>8.445259</td>\n",
" <td>0.001542</td>\n",
" </tr>\n",
" <tr>\n",
" <th>295</th>\n",
" <td>2023-05-03</td>\n",
" <td>89.0</td>\n",
" <td>8.654765</td>\n",
" <td>8.652263</td>\n",
" <td>0.002501</td>\n",
" </tr>\n",
" <tr>\n",
" <th>296</th>\n",
" <td>2023-06-03</td>\n",
" <td>94.0</td>\n",
" <td>8.752102</td>\n",
" <td>8.747193</td>\n",
" <td>0.004909</td>\n",
" </tr>\n",
" <tr>\n",
" <th>297</th>\n",
" <td>2023-07-03</td>\n",
" <td>78.0</td>\n",
" <td>8.421264</td>\n",
" <td>8.423135</td>\n",
" <td>0.001870</td>\n",
" </tr>\n",
" <tr>\n",
" <th>298</th>\n",
" <td>2023-08-03</td>\n",
" <td>82.0</td>\n",
" <td>8.509529</td>\n",
" <td>8.509992</td>\n",
" <td>0.000462</td>\n",
" </tr>\n",
" <tr>\n",
" <th>299</th>\n",
" <td>2023-09-03</td>\n",
" <td>63.0</td>\n",
" <td>8.048104</td>\n",
" <td>8.052204</td>\n",
" <td>0.004100</td>\n",
" </tr>\n",
" <tr>\n",
" <th>300</th>\n",
" <td>2023-10-03</td>\n",
" <td>59.0</td>\n",
" <td>7.934840</td>\n",
" <td>7.938276</td>\n",
" <td>0.003436</td>\n",
" </tr>\n",
" <tr>\n",
" <th>301</th>\n",
" <td>2023-11-03</td>\n",
" <td>64.0</td>\n",
" <td>8.075395</td>\n",
" <td>8.079555</td>\n",
" <td>0.004160</td>\n",
" </tr>\n",
" <tr>\n",
" <th>302</th>\n",
" <td>2023-12-03</td>\n",
" <td>60.0</td>\n",
" <td>7.963795</td>\n",
" <td>7.967466</td>\n",
" <td>0.003671</td>\n",
" </tr>\n",
" <tr>\n",
" <th>303</th>\n",
" <td>2023-13-03</td>\n",
" <td>51.0</td>\n",
" <td>7.685793</td>\n",
" <td>7.685207</td>\n",
" <td>0.000586</td>\n",
" </tr>\n",
" <tr>\n",
" <th>304</th>\n",
" <td>2023-14-03</td>\n",
" <td>41.0</td>\n",
" <td>7.320125</td>\n",
" <td>7.306149</td>\n",
" <td>0.013976</td>\n",
" </tr>\n",
" <tr>\n",
" <th>305</th>\n",
" <td>2023-15-03</td>\n",
" <td>57.0</td>\n",
" <td>7.875572</td>\n",
" <td>7.878381</td>\n",
" <td>0.002810</td>\n",
" </tr>\n",
" <tr>\n",
" <th>306</th>\n",
" <td>2023-16-03</td>\n",
" <td>40.0</td>\n",
" <td>7.279369</td>\n",
" <td>7.263263</td>\n",
" <td>0.016105</td>\n",
" </tr>\n",
" <tr>\n",
" <th>307</th>\n",
" <td>2023-17-03</td>\n",
" <td>59.0</td>\n",
" <td>7.934840</td>\n",
" <td>7.938276</td>\n",
" <td>0.003436</td>\n",
" </tr>\n",
" <tr>\n",
" <th>308</th>\n",
" <td>2023-18-03</td>\n",
" <td>56.0</td>\n",
" <td>7.845229</td>\n",
" <td>7.847641</td>\n",
" <td>0.002412</td>\n",
" </tr>\n",
" <tr>\n",
" <th>309</th>\n",
" <td>2023-19-03</td>\n",
" <td>58.0</td>\n",
" <td>7.905437</td>\n",
" <td>7.908587</td>\n",
" <td>0.003150</td>\n",
" </tr>\n",
" <tr>\n",
" <th>310</th>\n",
" <td>2023-20-03</td>\n",
" <td>61.0</td>\n",
" <td>7.992316</td>\n",
" <td>7.996174</td>\n",
" <td>0.003858</td>\n",
" </tr>\n",
" <tr>\n",
" <th>311</th>\n",
" <td>2023-21-03</td>\n",
" <td>56.0</td>\n",
" <td>7.845229</td>\n",
" <td>7.847641</td>\n",
" <td>0.002412</td>\n",
" </tr>\n",
" <tr>\n",
" <th>312</th>\n",
" <td>2023-22-03</td>\n",
" <td>51.0</td>\n",
" <td>7.685793</td>\n",
" <td>7.685207</td>\n",
" <td>0.000586</td>\n",
" </tr>\n",
" <tr>\n",
" <th>313</th>\n",
" <td>2023-23-03</td>\n",
" <td>75.0</td>\n",
" <td>8.352266</td>\n",
" <td>8.355017</td>\n",
" <td>0.002751</td>\n",
" </tr>\n",
" <tr>\n",
" <th>314</th>\n",
" <td>2023-24-03</td>\n",
" <td>45.0</td>\n",
" <td>7.474934</td>\n",
" <td>7.467826</td>\n",
" <td>0.007108</td>\n",
" </tr>\n",
" <tr>\n",
" <th>315</th>\n",
" <td>2023-25-03</td>\n",
" <td>50.0</td>\n",
" <td>7.652235</td>\n",
" <td>7.650814</td>\n",
" <td>0.001421</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" date RMSSD HRV ME Difference\n",
"1 2022-31-03 90.0 8.667506 8.671669 0.004163\n",
"2 2022-01-04 113.0 9.076499 9.066922 0.009577\n",
"3 2022-02-04 101.0 8.874108 8.871938 0.002170\n",
"4 2022-03-04 103.0 8.909373 8.905994 0.003379\n",
"5 2022-04-04 105.0 8.943995 8.939394 0.004600\n",
"6 2022-05-04 98.0 8.819953 8.819569 0.000384\n",
"7 2022-06-04 114.0 9.092431 9.082224 0.010207\n",
"8 2022-07-04 113.0 9.076499 9.066922 0.009577\n",
"9 2022-08-04 107.0 8.977997 8.972165 0.005832\n",
"10 2022-09-04 97.0 8.801553 8.801756 0.000203\n",
"11 2022-10-04 79.0 8.435665 8.445259 0.009594\n",
"12 2022-11-04 96.0 8.782972 8.783758 0.000785\n",
"13 2022-15-04 74.0 8.320142 8.331704 0.011562\n",
"14 2022-13-04 69.0 8.197138 8.210202 0.013064\n",
"15 2022-14-04 117.0 9.139439 9.127337 0.012102\n",
"16 2022-15-04 122.0 9.215292 9.200016 0.015275\n",
"17 2022-16-04 111.0 9.044229 9.035907 0.008322\n",
"18 2022-17-04 91.0 8.687244 8.690860 0.003616\n",
"19 2022-18-04 80.0 8.457950 8.467106 0.009156\n",
"21 2022-20-04 91.0 8.687244 8.690860 0.003616\n",
"22 2022-21-04 88.0 8.627403 8.632639 0.005236\n",
"23 2022-22-04 87.0 8.607029 8.612789 0.005760\n",
"24 2022-23-04 74.0 8.320142 8.331704 0.011562\n",
"25 2022-24-04 76.0 8.367197 8.378021 0.010823\n",
"26 2022-25-04 85.0 8.565615 8.572397 0.006782\n",
"27 2022-26-04 79.0 8.435665 8.445259 0.009594\n",
"28 2022-27-04 86.0 8.586435 8.592711 0.006276\n",
"29 2022-28-04 69.0 8.197138 8.210202 0.013064\n",
"30 2022-29-04 76.0 8.367197 8.378021 0.010823\n",
"31 2022-30-04 77.0 8.398542 8.400724 0.002182\n",
"32 2022-01-05 101.0 8.880504 8.871938 0.008566\n",
"33 2022-02-05 94.0 8.752102 8.747193 0.004909\n",
"34 2022-03-05 99.0 8.844695 8.837201 0.007493\n",
"35 2022-04-05 66.0 8.128830 8.132999 0.004169\n",
"37 2022-06-05 90.0 8.674635 8.671669 0.002966\n",
"38 2022-07-05 82.0 8.509529 8.509992 0.000462\n",
"39 2022-08-05 69.0 8.206265 8.210202 0.003937\n",
"40 2022-09-05 73.0 8.304835 8.308074 0.003239\n",
"41 2022-10-05 101.0 8.880504 8.871938 0.008566\n",
"42 2022-11-05 87.0 8.614389 8.612789 0.001600\n",
"43 2022-12-05 95.0 8.770985 8.765572 0.005413\n",
"44 2022-13-05 83.0 8.530969 8.531044 0.000074\n",
"45 2022-14-05 79.0 8.443718 8.445259 0.001542\n",
"46 2022-15-05 80.0 8.465909 8.467106 0.001197\n",
"47 2022-16-05 55.0 7.814394 7.816347 0.001952\n",
"48 2022-17-05 97.0 8.808197 8.801756 0.006442\n",
"49 2022-18-05 74.0 8.328698 8.331704 0.003006\n",
"50 2022-19-05 85.0 8.573137 8.572397 0.000739\n",
"51 2022-20-05 85.0 8.573137 8.572397 0.000739\n",
"52 2022-21-05 93.0 8.733029 8.728618 0.004412\n",
"53 2022-22-05 82.0 8.509529 8.509992 0.000462\n",
"54 2022-23-05 70.0 8.231391 8.235192 0.003801\n",
"55 2022-24-05 67.0 8.154994 8.159116 0.004123\n",
"56 2022-25-05 91.0 8.694300 8.690860 0.003440\n",
"57 2022-26-05 81.0 8.487844 8.488681 0.000837\n",
"58 2022-27-05 86.0 8.593875 8.592711 0.001164\n",
"59 2022-28-05 82.0 8.509529 8.509992 0.000462\n",
"60 2022-29-05 98.0 8.826534 8.819569 0.006965\n",
"61 2022-30-05 65.0 8.102300 8.106483 0.004182\n",
"62 2022-31-05 72.0 8.280668 8.284118 0.003451\n",
"63 2022-01-06 75.0 8.352266 8.355017 0.002751\n",
"64 2022-02-06 67.0 8.154994 8.159116 0.004123\n",
"65 2022-03-06 71.0 8.256189 8.259827 0.003638\n",
"66 2022-04-06 74.0 8.328698 8.331704 0.003006\n",
"67 2022-06-06 81.0 8.487844 8.488681 0.000837\n",
"68 2022-07-06 83.0 8.530969 8.531044 0.000074\n",
"69 2022-08-06 64.0 8.075395 8.079555 0.004160\n",
"70 2022-09-06 54.0 7.783051 7.784478 0.001428\n",
"71 2022-10-06 78.0 8.421264 8.423135 0.001870\n",
"72 2022-25-07 69.0 8.206265 8.210202 0.003937\n",
"73 2022-26-07 87.0 8.614389 8.612789 0.001600\n",
"74 2022-27-07 44.0 7.437398 7.428796 0.008602\n",
"75 2022-28-07 34.0 7.014562 6.981004 0.033558\n",
"76 2022-29-07 52.0 7.718769 7.718932 0.000163\n",
"77 2022-30-07 44.0 7.437398 7.428796 0.008602\n",
"78 2022-31-07 64.0 8.075395 8.079555 0.004160\n",
"79 2022-01-08 43.0 7.399106 7.388868 0.010238\n",
"80 2022-02-08 51.0 7.685793 7.685207 0.000586\n",
"81 2022-03-08 63.0 8.048104 8.052204 0.004100\n",
"82 2022-04-08 86.0 8.593875 8.592711 0.001164\n",
"83 2022-05-08 53.0 7.751182 7.752014 0.000833\n",
"84 2022-06-08 59.0 7.934840 7.938276 0.003436\n",
"85 2022-07-08 63.0 8.048104 8.052204 0.004100\n",
"86 2022-08-08 47.0 7.547852 7.543350 0.004501\n",
"87 2022-09-08 73.0 8.304835 8.308074 0.003239\n",
"88 2022-10-08 68.0 8.180802 8.184847 0.004044\n",
"89 2022-11-08 91.0 8.694300 8.690860 0.003440\n",
"90 2022-12-08 59.0 7.934840 7.938276 0.003436\n",
"91 2022-13-08 111.0 9.050078 9.035907 0.014171\n",
"92 2022-14-08 75.0 8.352266 8.355017 0.002751\n",
"93 2022-15-08 97.0 8.808197 8.801756 0.006442\n",
"94 2022-16-08 106.0 8.967182 8.955857 0.011326\n",
"95 2022-17-08 80.0 8.465909 8.467106 0.001197\n",
"96 2022-18-08 78.0 8.421264 8.423135 0.001870\n",
"97 2022-19-08 94.0 8.752102 8.747193 0.004909\n",
"98 2022-20-08 51.0 7.685793 7.685207 0.000586\n",
"99 2022-21-08 76.0 8.375545 8.378021 0.002476\n",
"100 2022-22-08 65.0 8.102300 8.106483 0.004182\n",
"101 2022-23-08 64.0 8.075395 8.079555 0.004160\n",
"102 2022-24-08 64.0 8.075395 8.079555 0.004160\n",
"103 2022-25-08 63.0 8.048104 8.052204 0.004100\n",
"104 2022-26-08 64.0 8.075395 8.079555 0.004160\n",
"105 2022-27-08 67.0 8.154994 8.159116 0.004123\n",
"106 2022-28-08 79.0 8.443718 8.445259 0.001542\n",
"107 2022-29-08 36.0 7.106993 7.080276 0.026717\n",
"108 2022-30-08 57.0 7.875572 7.878381 0.002810\n",
"109 2022-31-08 77.0 8.398542 8.400724 0.002182\n",
"110 2022-01-09 100.0 8.862684 8.854657 0.008027\n",
"111 2022-02-09 79.0 8.443718 8.445259 0.001542\n",
"118 2022-09-09 117.0 9.145003 9.127337 0.017666\n",
"252 2023-21-01 52.0 7.718769 7.718932 0.000163\n",
"253 2023-22-01 62.0 8.020415 8.024415 0.004000\n",
"254 2023-23-01 52.0 7.718769 7.718932 0.000163\n",
"255 2023-24-01 70.0 8.231391 8.235192 0.003801\n",
"256 2023-25-01 63.0 8.048104 8.052204 0.004100\n",
"257 2023-26-01 70.0 8.231391 8.235192 0.003801\n",
"258 2023-27-01 64.0 8.075395 8.079555 0.004160\n",
"259 2023-28-01 53.0 7.751182 7.752014 0.000833\n",
"260 2023-29-01 50.0 7.652235 7.650814 0.001421\n",
"261 2023-30-01 65.0 8.102300 8.106483 0.004182\n",
"262 2023-31-01 61.0 7.992316 7.996174 0.003858\n",
"263 2023-01-02 55.0 7.814394 7.816347 0.001952\n",
"264 2023-02-02 60.0 7.963795 7.967466 0.003671\n",
"265 2023-03-02 73.0 8.304835 8.308074 0.003239\n",
"266 2023-04-02 57.0 7.875572 7.878381 0.002810\n",
"267 2023-05-02 81.0 8.487844 8.488681 0.000837\n",
"268 2023-06-02 90.0 8.674635 8.671669 0.002966\n",
"269 2023-07-02 52.0 7.718769 7.718932 0.000163\n",
"270 2023-08-02 60.0 7.963795 7.967466 0.003671\n",
"271 2023-09-02 40.0 7.279369 7.263263 0.016105\n",
"272 2023-10-02 70.0 8.231391 8.235192 0.003801\n",
"273 2023-11-02 53.0 7.751182 7.752014 0.000833\n",
"274 2023-12-02 65.0 8.102300 8.106483 0.004182\n",
"275 2023-13-02 56.0 7.845229 7.847641 0.002412\n",
"276 2023-14-02 47.0 7.547852 7.543350 0.004501\n",
"277 2023-15-02 52.0 7.718769 7.718932 0.000163\n",
"278 2023-16-02 64.0 8.075395 8.079555 0.004160\n",
"279 2023-17-02 78.0 8.421264 8.423135 0.001870\n",
"280 2023-18-02 75.0 8.352266 8.355017 0.002751\n",
"281 2023-19-02 61.0 7.992316 7.996174 0.003858\n",
"282 2023-20-02 60.0 7.963795 7.967466 0.003671\n",
"283 2023-21-02 51.0 7.685793 7.685207 0.000586\n",
"284 2023-22-02 43.0 7.399106 7.388868 0.010238\n",
"285 2023-23-02 73.0 8.304835 8.308074 0.003239\n",
"286 2023-24-02 86.0 8.593875 8.592711 0.001164\n",
"287 2023-25-02 92.0 8.713763 8.709841 0.003922\n",
"288 2023-26-02 94.0 8.752102 8.747193 0.004909\n",
"289 2023-27-02 81.0 8.487844 8.488681 0.000837\n",
"290 2023-28-02 73.0 8.304835 8.308074 0.003239\n",
"291 2023-01-03 64.0 8.075395 8.079555 0.004160\n",
"292 2023-02-03 67.0 8.154994 8.159116 0.004123\n",
"293 2023-03-03 78.0 8.421264 8.423135 0.001870\n",
"294 2023-04-03 79.0 8.443718 8.445259 0.001542\n",
"295 2023-05-03 89.0 8.654765 8.652263 0.002501\n",
"296 2023-06-03 94.0 8.752102 8.747193 0.004909\n",
"297 2023-07-03 78.0 8.421264 8.423135 0.001870\n",
"298 2023-08-03 82.0 8.509529 8.509992 0.000462\n",
"299 2023-09-03 63.0 8.048104 8.052204 0.004100\n",
"300 2023-10-03 59.0 7.934840 7.938276 0.003436\n",
"301 2023-11-03 64.0 8.075395 8.079555 0.004160\n",
"302 2023-12-03 60.0 7.963795 7.967466 0.003671\n",
"303 2023-13-03 51.0 7.685793 7.685207 0.000586\n",
"304 2023-14-03 41.0 7.320125 7.306149 0.013976\n",
"305 2023-15-03 57.0 7.875572 7.878381 0.002810\n",
"306 2023-16-03 40.0 7.279369 7.263263 0.016105\n",
"307 2023-17-03 59.0 7.934840 7.938276 0.003436\n",
"308 2023-18-03 56.0 7.845229 7.847641 0.002412\n",
"309 2023-19-03 58.0 7.905437 7.908587 0.003150\n",
"310 2023-20-03 61.0 7.992316 7.996174 0.003858\n",
"311 2023-21-03 56.0 7.845229 7.847641 0.002412\n",
"312 2023-22-03 51.0 7.685793 7.685207 0.000586\n",
"313 2023-23-03 75.0 8.352266 8.355017 0.002751\n",
"314 2023-24-03 45.0 7.474934 7.467826 0.007108\n",
"315 2023-25-03 50.0 7.652235 7.650814 0.001421"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data = (\n",
" csv[0].to_frame(name=\"date\")\n",
" .join(csv[5].to_frame(name=\"RMSSD\"))\n",
" .join(csv[9].to_frame(name=\"HRV\"))\n",
").dropna()\n",
"def func(x, a, b):\n",
" return a*np.log(b*x)\n",
"from scipy.optimize import curve_fit\n",
"fit = curve_fit(func, data[\"RMSSD\"].values, data[\"HRV\"].values)[0]\n",
"data = data.join((fit[0] * np.log(data[\"RMSSD\"] * fit[1])).to_frame(name=\"ME\"))\n",
"data = data.join(abs(data[\"ME\"] - data[\"HRV\"]).to_frame(name=\"Difference\"))\n",
"data"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "19d26617",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(array([1.73677755, 1.63747424]), 0.033558176252290295)"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"fit, data[\"Difference\"].max()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"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": "3.11.2"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
Display the source blob
Display the rendered blob
Raw
HRV.ipynb
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
Raw
HRV.py
#!/usr/bin/env python
# coding: utf-8
# In[7]:
#!/usr/bin/python3
import json
import requests
import datetime
import numpy as np
import matplotlib.pyplot as plt
import pandas as pd
import sys
from matplotlib.ticker import FormatStrFormatter
VIEW = int(sys.argv[1]) if len(sys.argv) > 1 else 60
SCORE = True
today = datetime.date.today()
start = (today - datetime.timedelta(days=VIEW + 80))
first = start + datetime.timedelta(days=1)
url = "https://api.ouraring.com/v2/usercollection/sleep"
params = {
"start_date": start.isoformat(),
"end_date": today.isoformat(),
}
headers = {
"Authorization": "Bearer " + open("/home/jak/Private/oura-token").read().strip()
}
try:
with open("/home/jak/.cache/oura.json") as cached:
data = json.load(cached)
if datetime.date.fromisoformat(data["data"][-1]["day"]) < today:
raise ValueError("Out of date")
if datetime.date.fromisoformat(data["data"][0]["day"]) > first:
raise ValueError("Out of date")
except (ValueError, FileNotFoundError) as e:
print("Fetching due to error:", e)
response = requests.request("GET", url, headers=headers, params=params)
data = response.json()
with open("/home/jak/.cache/oura.json", "w") as cached:
json.dump(data, cached)
dates = []
hrs = []
hrvs = []
for sleep in data["data"]:
if sleep["type"] != "long_sleep":
continue
dates.append(datetime.date.fromisoformat(sleep["day"]))
# hrs.append(sleep["average_heart_rate"])
hrs.append(np.round(np.mean([x for x in sleep["heart_rate"]["items"] if x])))
if SCORE:
if sleep["average_hrv"]:
#hrvs.append(np.round(np.log(sleep["average_hrv"]), 1))
#hrvs.append(np.round(1.7 * np.log(sleep["average_hrv"]) + 1, 1))
#hrvs.append(np.round(1.75202 * np.log(sleep["average_hrv"] * 1.57691), 1))
hrvs.append(np.round(1.73677755 * np.log(sleep["average_hrv"] * 1.63747424), 1))
#1.73677755, 1.63747424
else:
hrvs.append(None)
else:
hrvs.append(sleep["average_hrv"])
def normal_range(values):
rolling = values.dropna().rolling(window=60)
mean = rolling.mean()
std = rolling.std()
return (mean - std), mean, (mean + std)
def plot_hrvs(hrvs, label):
# some sample data
ts = pd.Series(hrvs, index=dates)
digits = 0
if label == "HRV" and SCORE:
digits = 1
if "coeff" in label:
digits = 2
rolling = ts.dropna().rolling(window=7)
mean = rolling.mean()
min_range, mean_range, max_range = (r.round(digits) for r in normal_range(ts))
coeff = rolling.std() / rolling.mean() * 100
min_coeff_range, mean_coeff_range, max_coeff_range = normal_range(coeff)
table = (
ts.to_frame(name="HRV")
.join(min_range.round(digits).to_frame(name="MIN"))
.join(max_range.round(digits).to_frame(name="MAX"))
.join(mean.to_frame(name="MEAN"))
)
table_coeff = (
coeff.round(1).to_frame(name="Coeff")
.join(min_coeff_range.round(1).to_frame(name="MIN"))
.join(max_coeff_range.round(1).to_frame(name="MAX"))
)
if "coeff" in label:
coeff.plot(label=label)
max_coeff_range.plot(label="MAX", color="green")
min_coeff_range.plot(label="MIN", color="red")
else:
ts.plot(style="o--", color="#" + ("c" * 6), zorder=1, label=label)
rolling.mean().plot(style="-", label=f"{label} 7 day")
#mean_range.plot(label=f"{label} 60 day", color="#333333", style="--", zorder=2)
max_range.plot(label="MAX", color="green")
min_range.plot(label="MIN", color="red")
if "coeff" in label:
return
for index, entry in table.iterrows():
if index == today or True:
print(
label + ": ",
index,
entry["HRV"],
entry["MIN"],
entry["MAX"],
"" if entry["MIN"] < entry["HRV"] < entry["MAX"] else "(!)",
sep="\t",
)
for index, entry in table_coeff.iterrows():
if index == today:
print(
label + " coeff:",
index,
entry["Coeff"],
entry["MIN"],
entry["MAX"],
"" if entry["MIN"] < entry["Coeff"] < entry["MAX"] else "(!)",
sep="\t",
)
# In[9]:
#fig=plt.figure(figsize=(40, 3*25))
fig=plt.figure(figsize=(8.27*2,11.69*2)) # for landscape
fig.add_subplot(311, title="HRV")
plot_hrvs(hrvs, "HRV")
plt.xlim([today - datetime.timedelta(days=VIEW), today + datetime.timedelta(days=0)])
plt.gca().legend()
from matplotlib.ticker import AutoLocator, ScalarFormatter
if not SCORE:
plt.gca().set_yscale('log')
plt.gca().yaxis.set_major_locator(AutoLocator())
plt.gca().yaxis.set_major_formatter(ScalarFormatter())
plt.gca().minorticks_off()
plt.grid()
# plt.show()
# In[4]:
fig.add_subplot(312, title="HRV coeff")
plot_hrvs(hrvs, "HRV coeff")
plt.xlim([today - datetime.timedelta(days=VIEW), today + datetime.timedelta(days=0)])
plt.gca().yaxis.set_major_formatter(FormatStrFormatter('%d%%'))
plt.gca().legend()
plt.grid(axis="x")
#plt.figure(figsize=(38, 24))
fig.add_subplot(313, title="HR")
plot_hrvs(hrs, "HR")
plt.gca().legend()
plt.xlim([today - datetime.timedelta(days=VIEW), today + datetime.timedelta(days=0)])
plt.grid()
if VIEW >= 210:
from matplotlib.dates import MO, MonthLocator
for ax in plt.gcf().get_axes():
ax.xaxis.set_major_locator(MonthLocator())
else:
from matplotlib.dates import MO, WeekdayLocator
for ax in plt.gcf().get_axes():
ax.xaxis.set_major_locator(WeekdayLocator(byweekday=MO, interval=max(VIEW//70, 1)) )
fig.autofmt_xdate()
plt.text(0.05,0.95, f"{VIEW} day HRV analysis", transform=fig.transFigure, size=24)
plt.savefig("Figure.png", orientation = 'portrait', format = 'png', dpi=300)
plt.savefig("Figure.pdf", orientation = 'portrait', format = 'pdf', dpi=300)
plt.savefig("Figure.svg", orientation = 'portrait', format = 'svg', dpi=300)
#plt.show()
# In[5]:
data["data"][-1]["average_heart_rate"]
# In[6]:
np.mean([x for x in data["data"][-1]["heart_rate"]["items"] if x])
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment