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HRV-Fit.ipynb
{
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{
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{
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" <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",
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"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",
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]
},
"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
}
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HRV.ipynb
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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])
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