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Mayer
CircularGreenSimCity
Commits
fb7fd59b
Commit
fb7fd59b
authored
Jul 22, 2024
by
Eric Duminil
Browse files
with coordinates
parent
0f23647c
Changes
2
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python_scripts/parse_wurzburg_open_data/output/wuerzburg_trees.html
View file @
fb7fd59b
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<br/>49.7913°N 9.96101°E<br/>
From 2022-12-22 08:49:15 to 2024-07-22 10:40:28 <table border="1" class="dataframe"> <thead> <tr style="text-align: right;"> <th></th> <th>vol_water_content_30</th> <th>vol_water_content_100</th> <th>permittivity_30</th> <th>permittivity_100</th> <th>conductivity_30</th> <th>conductivity_100</th> <th>usable_field_capacity_30</th> <th>usable_field_capacity_100</th> <th>temperature_30</th> <th>temperature_100</th> <th>battery_percentage</th> </tr> </thead> <tbody> <tr> <th>count</th> <td>8933.000000</td> <td>8933.000000</td> <td>8933.000000</td> <td>8933.000000</td> <td>8933.000000</td> <td>8933.000000</td> <td>8933.000000</td> <td>8933.000000</td> <td>8933.000000</td> <td>8933.000000</td> <td>8933.000000</td> </tr> <tr> <th>mean</th> <td>37.695623</td> <td>29.171835</td> <td>23.640786</td> <td>16.564886</td> <td>25.889477</td> <td>0.003717</td> <td>124.279311</td> <td>78.343223</td> <td>11.346877</td> <td>12.262494</td> <td>48.072988</td> </tr> <tr> <th>std</th> <td>4.885356</td> <td>4.078046</td> <td>4.563444</td> <td>2.751722</td> <td>4.793737</td> <td>0.351269</td> <td>36.338035</td> <td>28.821602</td> <td>6.458514</td> <td>5.718274</td> <td>10.273054</td> </tr> <tr> <th>min</th> <td>26.000000</td> <td>21.000000</td> <td>14.520000</td> <td>11.330000</td> <td>0.000000</td> <td>0.000000</td> <td>50.000000</td> <td>28.571429</td> <td>0.320000</td> <td>2.860000</td> <td>23.000000</td> </tr> <tr> <th>25%</th> <td>35.000000</td> <td>25.000000</td> <td>20.740000</td> <td>13.970000</td> <td>22.200000</td> <td>0.000000</td> <td>92.857143</td> <td>57.142857</td> <td>6.240000</td> <td>7.310000</td> <td>41.000000</td> </tr> <tr> <th>50%</th> <td>39.000000</td> <td>31.000000</td> <td>24.060000</td> <td>17.620000</td> <td>26.400000</td> <td>0.000000</td> <td>114.285714</td> <td>64.285714</td> <td>9.710000</td> <td>10.680000</td> <td>49.000000</td> </tr> <tr> <th>75%</th> <td>41.000000</td> <td>32.000000</td> <td>26.650000</td> <td>18.440000</td> <td>29.300000</td> <td>0.000000</td> <td>161.111111</td> <td>111.111111</td> <td>17.010000</td> <td>17.600000</td> <td>59.000000</td> </tr> <tr> <th>max</th> <td>56.000000</td> <td>45.000000</td> <td>48.990000</td> <td>31.020000</td> <td>35.900000</td> <td>33.200000</td> <td>244.444444</td> <td>183.333333</td> <td>27.070000</td> <td>24.110000</td> <td>61.000000</td> </tr> </tbody> </table></div>`
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<br/>49.79761°N 9.9327°E<br/>
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<br/>49.79619°N 9.93103°E<br/>
From 2022-12-22 08:08:07 to 2024-07-22 10:55:21 <table border="1" class="dataframe"> <thead> <tr style="text-align: right;"> <th></th> <th>vol_water_content_30</th> <th>vol_water_content_100</th> <th>permittivity_30</th> <th>permittivity_100</th> <th>conductivity_30</th> <th>conductivity_100</th> <th>usable_field_capacity_30</th> <th>usable_field_capacity_100</th> <th>temperature_30</th> <th>temperature_100</th> <th>battery_percentage</th> </tr> </thead> <tbody> <tr> <th>count</th> <td>10245.000000</td> <td>10245.000000</td> <td>10245.000000</td> <td>10245.000000</td> <td>10245.000000</td> <td>10245.000000</td> <td>10245.000000</td> <td>10245.000000</td> <td>10245.000000</td> <td>10245.000000</td> <td>10245.000000</td> </tr> <tr> <th>mean</th> <td>47.035725</td> <td>50.638263</td> <td>35.634182</td> <td>40.327783</td> <td>29.339043</td> <td>31.288004</td> <td>223.671028</td> <td>243.747694</td> <td>14.137874</td> <td>14.879640</td> <td>52.892631</td> </tr> <tr> <th>std</th> <td>7.064154</td> <td>4.681473</td> <td>9.980045</td> <td>7.180645</td> <td>8.841422</td> <td>7.431936</td> <td>59.040937</td> <td>55.508069</td> <td>6.016856</td> <td>5.238961</td> <td>9.184335</td> </tr> <tr> <th>min</th> <td>34.000000</td> <td>39.000000</td> <td>20.060000</td> <td>24.280000</td> <td>0.000000</td> <td>20.300000</td> <td>123.076923</td> <td>157.692308</td> <td>3.460000</td> <td>5.950000</td> <td>32.000000</td> </tr> <tr> <th>25%</th> <td>41.000000</td> <td>47.000000</td> <td>26.530000</td> <td>34.950000</td> <td>21.100000</td> <td>24.900000</td> <td>185.714286</td> <td>192.857143</td> <td>9.100000</td> <td>10.020000</td> <td>46.000000</td> </tr> <tr> <th>50%</th> <td>48.000000</td> <td>50.000000</td> <td>35.470000</td> <td>39.430000</td> <td>27.800000</td> <td>31.100000</td> <td>207.142857</td> <td>250.000000</td> <td>14.090000</td> <td>14.540000</td> <td>54.000000</td> </tr> <tr> <th>75%</th> <td>53.000000</td> <td>54.000000</td> <td>44.020000</td> <td>46.130000</td> <td>36.700000</td> <td>36.900000</td> <td>281.250000</td> <td>293.750000</td> <td>19.570000</td> <td>19.930000</td> <td>62.000000</td> </tr> <tr> <th>max</th> <td>63.000000</td> <td>144.000000</td> <td>58.940000</td> <td>95.020000</td> <td>108.000000</td> <td>125.300000</td> <td>343.750000</td> <td>862.500000</td> <td>25.510000</td> <td>23.900000</td> <td>65.000000</td> </tr> </tbody> </table></div>`
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<br/>49.796°N 9.93272°E<br/>
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From 2022-12-22 09:30:15 to 2023-02-09 08:33:58 <table border="1" class="dataframe"> <thead> <tr style="text-align: right;"> <th></th> <th>vol_water_content_30</th> <th>vol_water_content_100</th> <th>permittivity_30</th> <th>permittivity_100</th> <th>conductivity_30</th> <th>conductivity_100</th> <th>usable_field_capacity_30</th> <th>usable_field_capacity_100</th> <th>temperature_30</th> <th>temperature_100</th> <th>battery_percentage</th> </tr> </thead> <tbody> <tr> <th>count</th> <td>379.000000</td> <td>379.000000</td> <td>379.000000</td> <td>379.00000</td> <td>379.000000</td> <td>379.000000</td> <td>379.000000</td> <td>379.000000</td> <td>379.000000</td> <td>379.000000</td> <td>379.000000</td> </tr> <tr> <th>mean</th> <td>32.788918</td> <td>49.155673</td> <td>18.995752</td> <td>38.39781</td> <td>33.624802</td> <td>7.665963</td> <td>113.944591</td> <td>195.778364</td> <td>4.856491</td> <td>6.659551</td> <td>59.147757</td> </tr> <tr> <th>std</th> <td>2.269602</td> <td>5.195087</td> <td>1.469831</td> <td>7.02127</td> <td>3.667520</td> <td>13.226100</td> <td>11.348011</td> <td>25.975435</td> <td>1.927077</td> <td>1.214441</td> <td>0.383956</td> </tr> <tr> <th>min</th> <td>0.000000</td> <td>0.000000</td> <td>0.000000</td> <td>0.00000</td> <td>0.000000</td> <td>0.000000</td> <td>-50.000000</td> <td>-50.000000</td> <td>0.000000</td> <td>0.000000</td> <td>58.000000</td> </tr> <tr> <th>25%</th> <td>32.000000</td> <td>48.000000</td> <td>18.170000</td> <td>36.14000</td> <td>32.050000</td> <td>0.000000</td> <td>110.000000</td> <td>190.000000</td> <td>2.850000</td> <td>5.835000</td> <td>59.000000</td> </tr> <tr> <th>50%</th> <td>33.000000</td> <td>50.000000</td> <td>19.040000</td> <td>39.84000</td> <td>33.400000</td> <td>0.000000</td> <td>115.000000</td> <td>200.000000</td> <td>5.110000</td> <td>6.690000</td> <td>59.000000</td> </tr> <tr> <th>75%</th> <td>34.000000</td> <td>53.000000</td> <td>19.760000</td> <td>43.50000</td> <td>35.800000</td> <td>27.250000</td> <td>120.000000</td> <td>215.000000</td> <td>6.625000</td> <td>7.875000</td> <td>59.000000</td> </tr> <tr> <th>max</th> <td>37.000000</td> <td>56.000000</td> <td>22.670000</td> <td>49.52000</td> <td>42.300000</td> <td>34.800000</td> <td>135.000000</td> <td>230.000000</td> <td>8.140000</td> <td>8.100000</td> <td>60.000000</td> </tr> </tbody> </table></div>`
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<br/>49.77794°N 9.93879°E<br/>
From 2022-12-22 09:30:15 to 2023-02-09 08:33:58 <table border="1" class="dataframe"> <thead> <tr style="text-align: right;"> <th></th> <th>vol_water_content_30</th> <th>vol_water_content_100</th> <th>permittivity_30</th> <th>permittivity_100</th> <th>conductivity_30</th> <th>conductivity_100</th> <th>usable_field_capacity_30</th> <th>usable_field_capacity_100</th> <th>temperature_30</th> <th>temperature_100</th> <th>battery_percentage</th> </tr> </thead> <tbody> <tr> <th>count</th> <td>379.000000</td> <td>379.000000</td> <td>379.000000</td> <td>379.00000</td> <td>379.000000</td> <td>379.000000</td> <td>379.000000</td> <td>379.000000</td> <td>379.000000</td> <td>379.000000</td> <td>379.000000</td> </tr> <tr> <th>mean</th> <td>32.788918</td> <td>49.155673</td> <td>18.995752</td> <td>38.39781</td> <td>33.624802</td> <td>7.665963</td> <td>113.944591</td> <td>195.778364</td> <td>4.856491</td> <td>6.659551</td> <td>59.147757</td> </tr> <tr> <th>std</th> <td>2.269602</td> <td>5.195087</td> <td>1.469831</td> <td>7.02127</td> <td>3.667520</td> <td>13.226100</td> <td>11.348011</td> <td>25.975435</td> <td>1.927077</td> <td>1.214441</td> <td>0.383956</td> </tr> <tr> <th>min</th> <td>0.000000</td> <td>0.000000</td> <td>0.000000</td> <td>0.00000</td> <td>0.000000</td> <td>0.000000</td> <td>-50.000000</td> <td>-50.000000</td> <td>0.000000</td> <td>0.000000</td> <td>58.000000</td> </tr> <tr> <th>25%</th> <td>32.000000</td> <td>48.000000</td> <td>18.170000</td> <td>36.14000</td> <td>32.050000</td> <td>0.000000</td> <td>110.000000</td> <td>190.000000</td> <td>2.850000</td> <td>5.835000</td> <td>59.000000</td> </tr> <tr> <th>50%</th> <td>33.000000</td> <td>50.000000</td> <td>19.040000</td> <td>39.84000</td> <td>33.400000</td> <td>0.000000</td> <td>115.000000</td> <td>200.000000</td> <td>5.110000</td> <td>6.690000</td> <td>59.000000</td> </tr> <tr> <th>75%</th> <td>34.000000</td> <td>53.000000</td> <td>19.760000</td> <td>43.50000</td> <td>35.800000</td> <td>27.250000</td> <td>120.000000</td> <td>215.000000</td> <td>6.625000</td> <td>7.875000</td> <td>59.000000</td> </tr> <tr> <th>max</th> <td>37.000000</td> <td>56.000000</td> <td>22.670000</td> <td>49.52000</td> <td>42.300000</td> <td>34.800000</td> <td>135.000000</td> <td>230.000000</td> <td>8.140000</td> <td>8.100000</td> <td>60.000000</td> </tr> </tbody> </table></div>`
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<br/>49.78955°N 9.93318°E<br/>
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From 2022-12-22 17:53:14 to 2024-07-22 10:51:17 <table border="1" class="dataframe"> <thead> <tr style="text-align: right;"> <th></th> <th>vol_water_content_30</th> <th>vol_water_content_100</th> <th>permittivity_30</th> <th>permittivity_100</th> <th>conductivity_30</th> <th>conductivity_100</th> <th>usable_field_capacity_30</th> <th>usable_field_capacity_100</th> <th>temperature_30</th> <th>temperature_100</th> <th>battery_percentage</th> </tr> </thead> <tbody> <tr> <th>count</th> <td>4049.000000</td> <td>4049.000000</td> <td>4049.000000</td> <td>4049.000000</td> <td>4049.000000</td> <td>4049.000000</td> <td>4049.000000</td> <td>4049.000000</td> <td>4049.000000</td> <td>4049.000000</td> <td>4049.000000</td> </tr> <tr> <th>mean</th> <td>43.457644</td> <td>42.180044</td> <td>30.129755</td> <td>28.289904</td> <td>7.713188</td> <td>3.310916</td> <td>178.967722</td> <td>166.813669</td> <td>11.597987</td> <td>11.975453</td> <td>53.085947</td> </tr> <tr> <th>std</th> <td>4.586751</td> <td>3.819473</td> <td>5.610510</td> <td>4.533190</td> <td>11.570779</td> <td>8.603515</td> <td>42.466266</td> <td>27.333165</td> <td>6.226069</td> <td>4.903024</td> <td>8.972236</td> </tr> <tr> <th>min</th> <td>34.000000</td> <td>35.000000</td> <td>19.740000</td> <td>20.830000</td> <td>0.000000</td> <td>0.000000</td> <td>103.448276</td> <td>113.793103</td> <td>0.700000</td> <td>4.210000</td> <td>31.000000</td> </tr> <tr> <th>25%</th> <td>40.000000</td> <td>40.000000</td> <td>25.840000</td> <td>25.140000</td> <td>0.000000</td> <td>0.000000</td> <td>133.333333</td> <td>138.888889</td> <td>6.880000</td> <td>8.040000</td> <td>46.000000</td> </tr> <tr> <th>50%</th> <td>44.000000</td> <td>41.000000</td> <td>29.890000</td> <td>26.870000</td> <td>0.000000</td> <td>0.000000</td> <td>200.000000</td> <td>180.000000</td> <td>9.710000</td> <td>10.420000</td> <td>56.000000</td> </tr> <tr> <th>75%</th> <td>48.000000</td> <td>46.000000</td> <td>36.130000</td> <td>33.000000</td> <td>20.100000</td> <td>0.000000</td> <td>211.111111</td> <td>190.000000</td> <td>17.540000</td> <td>17.060000</td> <td>61.000000</td> </tr> <tr> <th>max</th> <td>51.000000</td> <td>48.000000</td> <td>41.300000</td> <td>36.390000</td> <td>41.900000</td> <td>44.700000</td> <td>270.000000</td> <td>200.000000</td> <td>24.260000</td> <td>21.060000</td> <td>63.000000</td> </tr> </tbody> </table></div>`
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<br/>49.79318°N 9.93319°E<br/>
From 2022-12-22 17:53:14 to 2024-07-22 10:51:17 <table border="1" class="dataframe"> <thead> <tr style="text-align: right;"> <th></th> <th>vol_water_content_30</th> <th>vol_water_content_100</th> <th>permittivity_30</th> <th>permittivity_100</th> <th>conductivity_30</th> <th>conductivity_100</th> <th>usable_field_capacity_30</th> <th>usable_field_capacity_100</th> <th>temperature_30</th> <th>temperature_100</th> <th>battery_percentage</th> </tr> </thead> <tbody> <tr> <th>count</th> <td>4049.000000</td> <td>4049.000000</td> <td>4049.000000</td> <td>4049.000000</td> <td>4049.000000</td> <td>4049.000000</td> <td>4049.000000</td> <td>4049.000000</td> <td>4049.000000</td> <td>4049.000000</td> <td>4049.000000</td> </tr> <tr> <th>mean</th> <td>43.457644</td> <td>42.180044</td> <td>30.129755</td> <td>28.289904</td> <td>7.713188</td> <td>3.310916</td> <td>178.967722</td> <td>166.813669</td> <td>11.597987</td> <td>11.975453</td> <td>53.085947</td> </tr> <tr> <th>std</th> <td>4.586751</td> <td>3.819473</td> <td>5.610510</td> <td>4.533190</td> <td>11.570779</td> <td>8.603515</td> <td>42.466266</td> <td>27.333165</td> <td>6.226069</td> <td>4.903024</td> <td>8.972236</td> </tr> <tr> <th>min</th> <td>34.000000</td> <td>35.000000</td> <td>19.740000</td> <td>20.830000</td> <td>0.000000</td> <td>0.000000</td> <td>103.448276</td> <td>113.793103</td> <td>0.700000</td> <td>4.210000</td> <td>31.000000</td> </tr> <tr> <th>25%</th> <td>40.000000</td> <td>40.000000</td> <td>25.840000</td> <td>25.140000</td> <td>0.000000</td> <td>0.000000</td> <td>133.333333</td> <td>138.888889</td> <td>6.880000</td> <td>8.040000</td> <td>46.000000</td> </tr> <tr> <th>50%</th> <td>44.000000</td> <td>41.000000</td> <td>29.890000</td> <td>26.870000</td> <td>0.000000</td> <td>0.000000</td> <td>200.000000</td> <td>180.000000</td> <td>9.710000</td> <td>10.420000</td> <td>56.000000</td> </tr> <tr> <th>75%</th> <td>48.000000</td> <td>46.000000</td> <td>36.130000</td> <td>33.000000</td> <td>20.100000</td> <td>0.000000</td> <td>211.111111</td> <td>190.000000</td> <td>17.540000</td> <td>17.060000</td> <td>61.000000</td> </tr> <tr> <th>max</th> <td>51.000000</td> <td>48.000000</td> <td>41.300000</td> <td>36.390000</td> <td>41.900000</td> <td>44.700000</td> <td>270.000000</td> <td>200.000000</td> <td>24.260000</td> <td>21.060000</td> <td>63.000000</td> </tr> </tbody> </table></div>`
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From 2022-12-22 08:09:39 to 2023-04-20 10:11:11 <table border="1" class="dataframe"> <thead> <tr style="text-align: right;"> <th></th> <th>vol_water_content_30</th> <th>vol_water_content_100</th> <th>permittivity_30</th> <th>permittivity_100</th> <th>conductivity_30</th> <th>conductivity_100</th> <th>usable_field_capacity_30</th> <th>usable_field_capacity_100</th> <th>temperature_30</th> <th>temperature_100</th> <th>battery_percentage</th> </tr> </thead> <tbody> <tr> <th>count</th> <td>2369.000000</td> <td>2369.000000</td> <td>2369.000000</td> <td>2369.000000</td> <td>2369.000000</td> <td>2369.000000</td> <td>2369.000000</td> <td>2369.000000</td> <td>2369.000000</td> <td>2369.000000</td> <td>2369.000000</td> </tr> <tr> <th>mean</th> <td>39.252005</td> <td>32.489658</td> <td>24.770933</td> <td>18.772153</td> <td>6.880667</td> <td>4.059012</td> <td>146.260025</td> <td>112.448290</td> <td>7.132896</td> <td>7.794428</td> <td>59.585479</td> </tr> <tr> <th>std</th> <td>1.164754</td> <td>0.591321</td> <td>1.151903</td> <td>0.393823</td> <td>13.580976</td> <td>10.029185</td> <td>5.823771</td> <td>2.956606</td> <td>2.762843</td> <td>1.493570</td> <td>0.637026</td> </tr> <tr> <th>min</th> <td>36.000000</td> <td>29.000000</td> <td>21.610000</td> <td>16.290000</td> <td>0.000000</td> <td>0.000000</td> <td>130.000000</td> <td>95.000000</td> <td>0.930000</td> <td>4.810000</td> <td>59.000000</td> </tr> <tr> <th>25%</th> <td>38.000000</td> <td>32.000000</td> <td>23.870000</td> <td>18.540000</td> <td>0.000000</td> <td>0.000000</td> <td>140.000000</td> <td>110.000000</td> <td>4.730000</td> <td>6.530000</td> <td>59.000000</td> </tr> <tr> <th>50%</th> <td>39.000000</td> <td>33.000000</td> <td>24.570000</td> <td>18.790000</td> <td>0.000000</td> <td>0.000000</td> <td>145.000000</td> <td>115.000000</td> <td>7.310000</td> <td>7.600000</td> <td>60.000000</td> </tr> <tr> <th>75%</th> <td>40.000000</td> <td>33.000000</td> <td>25.450000</td> <td>19.080000</td> <td>0.000000</td> <td>0.000000</td> <td>150.000000</td> <td>115.000000</td> <td>9.430000</td> <td>8.830000</td> <td>60.000000</td> </tr> <tr> <th>max</th> <td>42.000000</td> <td>34.000000</td> <td>27.840000</td> <td>19.930000</td> <td>40.900000</td> <td>35.900000</td> <td>160.000000</td> <td>120.000000</td> <td>12.950000</td> <td>10.620000</td> <td>61.000000</td> </tr> </tbody> </table></div>`
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<br/>49.78703°N 9.92758°E<br/>
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From 2022-12-22 08:56:36 to 2024-05-14 12:06:56 <table border="1" class="dataframe"> <thead> <tr style="text-align: right;"> <th></th> <th>vol_water_content_30</th> <th>vol_water_content_100</th> <th>permittivity_30</th> <th>permittivity_100</th> <th>conductivity_30</th> <th>conductivity_100</th> <th>usable_field_capacity_30</th> <th>usable_field_capacity_100</th> <th>temperature_30</th> <th>temperature_100</th> <th>battery_percentage</th> </tr> </thead> <tbody> <tr> <th>count</th> <td>10822.000000</td> <td>10822.000000</td> <td>10822.000000</td> <td>10822.000000</td> <td>10822.000000</td> <td>10822.000000</td> <td>10822.000000</td> <td>10822.000000</td> <td>10822.000000</td> <td>10822.000000</td> <td>10822.000000</td> </tr> <tr> <th>mean</th> <td>30.244225</td> <td>41.185918</td> <td>17.427372</td> <td>27.901887</td> <td>0.003724</td> <td>23.410183</td> <td>83.593287</td> <td>156.947109</td> <td>14.046212</td> <td>15.291086</td> <td>57.434208</td> </tr> <tr> <th>std</th> <td>5.201472</td> <td>7.439321</td> <td>3.681190</td> <td>6.819447</td> <td>0.273923</td> <td>6.988881</td> <td>35.638204</td> <td>37.632670</td> <td>6.947501</td> <td>5.714644</td> <td>42.475600</td> </tr> <tr> <th>min</th> <td>22.000000</td> <td>0.000000</td> <td>11.700000</td> <td>0.000000</td> <td>0.000000</td> <td>0.000000</td> <td>0.000000</td> <td>-41.379310</td> <td>2.560000</td> <td>0.000000</td> <td>0.000000</td> </tr> <tr> <th>25%</th> <td>24.000000</td> <td>34.000000</td> <td>13.380000</td> <td>20.290000</td> <td>0.000000</td> <td>19.700000</td> <td>58.333333</td> <td>122.222222</td> <td>8.502500</td> <td>10.710000</td> <td>48.000000</td> </tr> <tr> <th>50%</th> <td>31.000000</td> <td>45.000000</td> <td>18.020000</td> <td>31.880000</td> <td>0.000000</td> <td>26.200000</td> <td>66.666667</td> <td>166.666667</td> <td>11.940000</td> <td>13.600000</td> <td>56.000000</td> </tr> <tr> <th>75%</th> <td>35.000000</td> <td>46.000000</td> <td>20.620000</td> <td>32.900000</td> <td>0.000000</td> <td>28.000000</td> <td>127.777778</td> <td>188.888889</td> <td>20.427500</td> <td>21.070000</td> <td>59.000000</td> </tr> <tr> <th>max</th> <td>49.000000</td> <td>52.000000</td> <td>36.680000</td> <td>43.320000</td> <td>20.300000</td> <td>32.000000</td> <td>205.555556</td> <td>225.000000</td> <td>29.660000</td> <td>26.080000</td> <td>255.000000</td> </tr> </tbody> </table></div>`
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<br/>49.79658°N 9.94169°E<br/>
From 2022-12-22 08:56:36 to 2024-05-14 12:06:56 <table border="1" class="dataframe"> <thead> <tr style="text-align: right;"> <th></th> <th>vol_water_content_30</th> <th>vol_water_content_100</th> <th>permittivity_30</th> <th>permittivity_100</th> <th>conductivity_30</th> <th>conductivity_100</th> <th>usable_field_capacity_30</th> <th>usable_field_capacity_100</th> <th>temperature_30</th> <th>temperature_100</th> <th>battery_percentage</th> </tr> </thead> <tbody> <tr> <th>count</th> <td>10822.000000</td> <td>10822.000000</td> <td>10822.000000</td> <td>10822.000000</td> <td>10822.000000</td> <td>10822.000000</td> <td>10822.000000</td> <td>10822.000000</td> <td>10822.000000</td> <td>10822.000000</td> <td>10822.000000</td> </tr> <tr> <th>mean</th> <td>30.244225</td> <td>41.185918</td> <td>17.427372</td> <td>27.901887</td> <td>0.003724</td> <td>23.410183</td> <td>83.593287</td> <td>156.947109</td> <td>14.046212</td> <td>15.291086</td> <td>57.434208</td> </tr> <tr> <th>std</th> <td>5.201472</td> <td>7.439321</td> <td>3.681190</td> <td>6.819447</td> <td>0.273923</td> <td>6.988881</td> <td>35.638204</td> <td>37.632670</td> <td>6.947501</td> <td>5.714644</td> <td>42.475600</td> </tr> <tr> <th>min</th> <td>22.000000</td> <td>0.000000</td> <td>11.700000</td> <td>0.000000</td> <td>0.000000</td> <td>0.000000</td> <td>0.000000</td> <td>-41.379310</td> <td>2.560000</td> <td>0.000000</td> <td>0.000000</td> </tr> <tr> <th>25%</th> <td>24.000000</td> <td>34.000000</td> <td>13.380000</td> <td>20.290000</td> <td>0.000000</td> <td>19.700000</td> <td>58.333333</td> <td>122.222222</td> <td>8.502500</td> <td>10.710000</td> <td>48.000000</td> </tr> <tr> <th>50%</th> <td>31.000000</td> <td>45.000000</td> <td>18.020000</td> <td>31.880000</td> <td>0.000000</td> <td>26.200000</td> <td>66.666667</td> <td>166.666667</td> <td>11.940000</td> <td>13.600000</td> <td>56.000000</td> </tr> <tr> <th>75%</th> <td>35.000000</td> <td>46.000000</td> <td>20.620000</td> <td>32.900000</td> <td>0.000000</td> <td>28.000000</td> <td>127.777778</td> <td>188.888889</td> <td>20.427500</td> <td>21.070000</td> <td>59.000000</td> </tr> <tr> <th>max</th> <td>49.000000</td> <td>52.000000</td> <td>36.680000</td> <td>43.320000</td> <td>20.300000</td> <td>32.000000</td> <td>205.555556</td> <td>225.000000</td> <td>29.660000</td> <td>26.080000</td> <td>255.000000</td> </tr> </tbody> </table></div>`
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<br/>49.782°N 9.95677°E<br/>
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From 2022-12-22 08:22:50 to 2024-07-22 09:59:14 <table border="1" class="dataframe"> <thead> <tr style="text-align: right;"> <th></th> <th>vol_water_content_30</th> <th>vol_water_content_100</th> <th>permittivity_30</th> <th>permittivity_100</th> <th>conductivity_30</th> <th>conductivity_100</th> <th>usable_field_capacity_30</th> <th>usable_field_capacity_100</th> <th>temperature_30</th> <th>temperature_100</th> <th>battery_percentage</th> </tr> </thead> <tbody> <tr> <th>count</th> <td>7781.000000</td> <td>7781.000000</td> <td>7781.000000</td> <td>7781.000000</td> <td>7781.000000</td> <td>7781.000000</td> <td>7781.000000</td> <td>7781.000000</td> <td>7781.00000</td> <td>7781.000000</td> <td>7781.000000</td> </tr> <tr> <th>mean</th> <td>57.478088</td> <td>43.500578</td> <td>51.176773</td> <td>30.301483</td> <td>25.740008</td> <td>23.293844</td> <td>196.471742</td> <td>137.284961</td> <td>11.95694</td> <td>12.570938</td> <td>48.105770</td> </tr> <tr> <th>std</th> <td>3.357253</td> <td>5.007337</td> <td>4.889155</td> <td>6.024538</td> <td>7.420650</td> <td>7.355278</td> <td>41.187757</td> <td>35.099909</td> <td>6.72012</td> <td>4.940293</td> <td>9.854455</td> </tr> <tr> <th>min</th> <td>51.000000</td> <td>33.000000</td> <td>40.630000</td> <td>19.200000</td> <td>0.000000</td> <td>0.000000</td> <td>124.324324</td> <td>89.189189</td> <td>1.22000</td> <td>5.680000</td> <td>25.000000</td> </tr> <tr> <th>25%</th> <td>56.000000</td> <td>38.000000</td> <td>48.500000</td> <td>23.290000</td> <td>22.500000</td> <td>21.200000</td> <td>173.913043</td> <td>104.347826</td> <td>6.60000</td> <td>8.260000</td> <td>41.000000</td> </tr> <tr> <th>50%</th> <td>57.000000</td> <td>46.000000</td> <td>51.170000</td> <td>33.270000</td> <td>27.000000</td> <td>25.200000</td> <td>195.652174</td> <td>147.826087</td> <td>10.12000</td> <td>11.370000</td> <td>49.000000</td> </tr> <tr> <th>75%</th> <td>60.000000</td> <td>48.000000</td> <td>54.670000</td> <td>35.790000</td> <td>31.000000</td> <td>28.000000</td> <td>208.695652</td> <td>160.869565</td> <td>17.83000</td> <td>17.120000</td> <td>58.000000</td> </tr> <tr> <th>max</th> <td>67.000000</td> <td>52.000000</td> <td>62.920000</td> <td>42.210000</td> <td>42.800000</td> <td>35.500000</td> <td>285.000000</td> <td>210.000000</td> <td>27.01000</td> <td>21.900000</td> <td>62.000000</td> </tr> </tbody> </table></div>`
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<br/>49.78558°N 9.95938°E<br/>
From 2022-12-22 08:22:50 to 2024-07-22 09:59:14 <table border="1" class="dataframe"> <thead> <tr style="text-align: right;"> <th></th> <th>vol_water_content_30</th> <th>vol_water_content_100</th> <th>permittivity_30</th> <th>permittivity_100</th> <th>conductivity_30</th> <th>conductivity_100</th> <th>usable_field_capacity_30</th> <th>usable_field_capacity_100</th> <th>temperature_30</th> <th>temperature_100</th> <th>battery_percentage</th> </tr> </thead> <tbody> <tr> <th>count</th> <td>7781.000000</td> <td>7781.000000</td> <td>7781.000000</td> <td>7781.000000</td> <td>7781.000000</td> <td>7781.000000</td> <td>7781.000000</td> <td>7781.000000</td> <td>7781.00000</td> <td>7781.000000</td> <td>7781.000000</td> </tr> <tr> <th>mean</th> <td>57.478088</td> <td>43.500578</td> <td>51.176773</td> <td>30.301483</td> <td>25.740008</td> <td>23.293844</td> <td>196.471742</td> <td>137.284961</td> <td>11.95694</td> <td>12.570938</td> <td>48.105770</td> </tr> <tr> <th>std</th> <td>3.357253</td> <td>5.007337</td> <td>4.889155</td> <td>6.024538</td> <td>7.420650</td> <td>7.355278</td> <td>41.187757</td> <td>35.099909</td> <td>6.72012</td> <td>4.940293</td> <td>9.854455</td> </tr> <tr> <th>min</th> <td>51.000000</td> <td>33.000000</td> <td>40.630000</td> <td>19.200000</td> <td>0.000000</td> <td>0.000000</td> <td>124.324324</td> <td>89.189189</td> <td>1.22000</td> <td>5.680000</td> <td>25.000000</td> </tr> <tr> <th>25%</th> <td>56.000000</td> <td>38.000000</td> <td>48.500000</td> <td>23.290000</td> <td>22.500000</td> <td>21.200000</td> <td>173.913043</td> <td>104.347826</td> <td>6.60000</td> <td>8.260000</td> <td>41.000000</td> </tr> <tr> <th>50%</th> <td>57.000000</td> <td>46.000000</td> <td>51.170000</td> <td>33.270000</td> <td>27.000000</td> <td>25.200000</td> <td>195.652174</td> <td>147.826087</td> <td>10.12000</td> <td>11.370000</td> <td>49.000000</td> </tr> <tr> <th>75%</th> <td>60.000000</td> <td>48.000000</td> <td>54.670000</td> <td>35.790000</td> <td>31.000000</td> <td>28.000000</td> <td>208.695652</td> <td>160.869565</td> <td>17.83000</td> <td>17.120000</td> <td>58.000000</td> </tr> <tr> <th>max</th> <td>67.000000</td> <td>52.000000</td> <td>62.920000</td> <td>42.210000</td> <td>42.800000</td> <td>35.500000</td> <td>285.000000</td> <td>210.000000</td> <td>27.01000</td> <td>21.900000</td> <td>62.000000</td> </tr> </tbody> </table></div>`
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<br/>49.7912°N 9.92724°E<br/>
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<br/>49.79166°N 9.93557°E<br/>
From 2022-12-22 08:39:01 to 2024-07-22 10:13:41 <table border="1" class="dataframe"> <thead> <tr style="text-align: right;"> <th></th> <th>vol_water_content_30</th> <th>vol_water_content_100</th> <th>permittivity_30</th> <th>permittivity_100</th> <th>conductivity_30</th> <th>conductivity_100</th> <th>usable_field_capacity_30</th> <th>usable_field_capacity_100</th> <th>temperature_30</th> <th>temperature_100</th> <th>battery_percentage</th> </tr> </thead> <tbody> <tr> <th>count</th> <td>9926.000000</td> <td>9926.000000</td> <td>9926.000000</td> <td>9926.000000</td> <td>9926.000000</td> <td>9926.000000</td> <td>9926.000000</td> <td>9926.000000</td> <td>9926.000000</td> <td>9926.000000</td> <td>9926.000000</td> </tr> <tr> <th>mean</th> <td>39.849788</td> <td>44.316442</td> <td>25.882609</td> <td>30.689740</td> <td>18.658483</td> <td>22.122738</td> <td>125.577025</td> <td>144.704006</td> <td>12.951620</td> <td>13.600591</td> <td>53.671771</td> </tr> <tr> <th>std</th> <td>4.819075</td> <td>2.647542</td> <td>5.056289</td> <td>3.354116</td> <td>11.041449</td> <td>7.496591</td> <td>24.495917</td> <td>20.144219</td> <td>6.724183</td> <td>5.697177</td> <td>7.958473</td> </tr> <tr> <th>min</th> <td>28.000000</td> <td>40.000000</td> <td>15.400000</td> <td>25.530000</td> <td>0.000000</td> <td>0.000000</td> <td>64.864865</td> <td>91.891892</td> <td>1.680000</td> <td>5.650000</td> <td>33.000000</td> </tr> <tr> <th>25%</th> <td>36.000000</td> <td>43.000000</td> <td>21.510000</td> <td>28.730000</td> <td>19.200000</td> <td>20.900000</td> <td>117.391304</td> <td>139.130435</td> <td>7.370000</td> <td>8.800000</td> <td>48.000000</td> </tr> <tr> <th>50%</th> <td>40.000000</td> <td>44.000000</td> <td>25.610000</td> <td>30.380000</td> <td>21.600000</td> <td>23.700000</td> <td>134.782609</td> <td>143.478261</td> <td>11.090000</td> <td>12.120000</td> <td>56.000000</td> </tr> <tr> <th>75%</th> <td>44.000000</td> <td>45.000000</td> <td>29.920000</td> <td>31.530000</td> <td>27.100000</td> <td>26.600000</td> <td>140.000000</td> <td>155.000000</td> <td>19.660000</td> <td>19.427500</td> <td>61.000000</td> </tr> <tr> <th>max</th> <td>115.000000</td> <td>116.000000</td> <td>87.060000</td> <td>87.240000</td> <td>68.300000</td> <td>80.600000</td> <td>447.826087</td> <td>452.173913</td> <td>25.940000</td> <td>23.890000</td> <td>63.000000</td> </tr> </tbody> </table></div>`
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From 2023-08-07 13:13:41 to 2023-12-30 08:48:25 <table border="1" class="dataframe"> <thead> <tr style="text-align: right;"> <th></th> <th>vol_water_content_30</th> <th>vol_water_content_100</th> <th>permittivity_30</th> <th>permittivity_100</th> <th>conductivity_30</th> <th>conductivity_100</th> <th>usable_field_capacity_30</th> <th>usable_field_capacity_100</th> <th>temperature_30</th> <th>temperature_100</th> <th>battery_percentage</th> </tr> </thead> <tbody> <tr> <th>count</th> <td>3322.000000</td> <td>3322.000000</td> <td>3322.000000</td> <td>3322.000000</td> <td>3322.000000</td> <td>3322.000000</td> <td>3322.000000</td> <td>3322.000000</td> <td>3322.000000</td> <td>3322.000000</td> <td>3322.000000</td> </tr> <tr> <th>mean</th> <td>49.444311</td> <td>53.577965</td> <td>38.258766</td> <td>45.077803</td> <td>28.092354</td> <td>29.359693</td> <td>197.353860</td> <td>217.037929</td> <td>13.621517</td> <td>12.717809</td> <td>59.389223</td> </tr> <tr> <th>std</th> <td>3.488019</td> <td>3.352982</td> <td>5.452799</td> <td>5.214984</td> <td>3.711272</td> <td>3.700911</td> <td>16.609613</td> <td>15.966582</td> <td>5.103186</td> <td>5.997940</td> <td>7.817663</td> </tr> <tr> <th>min</th> <td>46.000000</td> <td>49.000000</td> <td>32.490000</td> <td>37.530000</td> <td>23.200000</td> <td>23.900000</td> <td>180.952381</td> <td>195.238095</td> <td>5.170000</td> <td>2.550000</td> <td>2.000000</td> </tr> <tr> <th>25%</th> <td>47.000000</td> <td>50.000000</td> <td>34.292500</td> <td>39.892500</td> <td>24.200000</td> <td>25.800000</td> <td>185.714286</td> <td>200.000000</td> <td>9.412500</td> <td>7.032500</td> <td>59.000000</td> </tr> <tr> <th>50%</th> <td>49.000000</td> <td>53.000000</td> <td>37.270000</td> <td>44.990000</td> <td>28.700000</td> <td>29.800000</td> <td>195.238095</td> <td>214.285714</td> <td>13.680000</td> <td>12.315000</td> <td>59.000000</td> </tr> <tr> <th>75%</th> <td>50.000000</td> <td>55.000000</td> <td>39.840000</td> <td>48.147500</td> <td>30.300000</td> <td>32.600000</td> <td>200.000000</td> <td>223.809524</td> <td>18.690000</td> <td>18.347500</td> <td>60.000000</td> </tr> <tr> <th>max</th> <td>74.000000</td> <td>71.000000</td> <td>67.960000</td> <td>66.060000</td> <td>48.900000</td> <td>40.100000</td> <td>314.285714</td> <td>300.000000</td> <td>21.360000</td> <td>23.720000</td> <td>254.000000</td> </tr> </tbody> </table></div>`
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<br/>49.796866164882324°N 10.001541255041959°E<br/>
From 2023-08-07 13:13:41 to 2023-12-30 08:48:25 <table border="1" class="dataframe"> <thead> <tr style="text-align: right;"> <th></th> <th>vol_water_content_30</th> <th>vol_water_content_100</th> <th>permittivity_30</th> <th>permittivity_100</th> <th>conductivity_30</th> <th>conductivity_100</th> <th>usable_field_capacity_30</th> <th>usable_field_capacity_100</th> <th>temperature_30</th> <th>temperature_100</th> <th>battery_percentage</th> </tr> </thead> <tbody> <tr> <th>count</th> <td>3322.000000</td> <td>3322.000000</td> <td>3322.000000</td> <td>3322.000000</td> <td>3322.000000</td> <td>3322.000000</td> <td>3322.000000</td> <td>3322.000000</td> <td>3322.000000</td> <td>3322.000000</td> <td>3322.000000</td> </tr> <tr> <th>mean</th> <td>49.444311</td> <td>53.577965</td> <td>38.258766</td> <td>45.077803</td> <td>28.092354</td> <td>29.359693</td> <td>197.353860</td> <td>217.037929</td> <td>13.621517</td> <td>12.717809</td> <td>59.389223</td> </tr> <tr> <th>std</th> <td>3.488019</td> <td>3.352982</td> <td>5.452799</td> <td>5.214984</td> <td>3.711272</td> <td>3.700911</td> <td>16.609613</td> <td>15.966582</td> <td>5.103186</td> <td>5.997940</td> <td>7.817663</td> </tr> <tr> <th>min</th> <td>46.000000</td> <td>49.000000</td> <td>32.490000</td> <td>37.530000</td> <td>23.200000</td> <td>23.900000</td> <td>180.952381</td> <td>195.238095</td> <td>5.170000</td> <td>2.550000</td> <td>2.000000</td> </tr> <tr> <th>25%</th> <td>47.000000</td> <td>50.000000</td> <td>34.292500</td> <td>39.892500</td> <td>24.200000</td> <td>25.800000</td> <td>185.714286</td> <td>200.000000</td> <td>9.412500</td> <td>7.032500</td> <td>59.000000</td> </tr> <tr> <th>50%</th> <td>49.000000</td> <td>53.000000</td> <td>37.270000</td> <td>44.990000</td> <td>28.700000</td> <td>29.800000</td> <td>195.238095</td> <td>214.285714</td> <td>13.680000</td> <td>12.315000</td> <td>59.000000</td> </tr> <tr> <th>75%</th> <td>50.000000</td> <td>55.000000</td> <td>39.840000</td> <td>48.147500</td> <td>30.300000</td> <td>32.600000</td> <td>200.000000</td> <td>223.809524</td> <td>18.690000</td> <td>18.347500</td> <td>60.000000</td> </tr> <tr> <th>max</th> <td>74.000000</td> <td>71.000000</td> <td>67.960000</td> <td>66.060000</td> <td>48.900000</td> <td>40.100000</td> <td>314.285714</td> <td>300.000000</td> <td>21.360000</td> <td>23.720000</td> <td>254.000000</td> </tr> </tbody> </table></div>`
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From 2023-08-07 13:03:34 to 2024-07-22 11:35:41 <table border="1" class="dataframe"> <thead> <tr style="text-align: right;"> <th></th> <th>vol_water_content_30</th> <th>vol_water_content_100</th> <th>permittivity_30</th> <th>permittivity_100</th> <th>conductivity_30</th> <th>conductivity_100</th> <th>usable_field_capacity_30</th> <th>usable_field_capacity_100</th> <th>temperature_30</th> <th>temperature_100</th> <th>battery_percentage</th> </tr> </thead> <tbody> <tr> <th>count</th> <td>8517.000000</td> <td>0.0</td> <td>8517.000000</td> <td>0.0</td> <td>8517.000000</td> <td>0.0</td> <td>8517.000000</td> <td>0.0</td> <td>8517.000000</td> <td>0.0</td> <td>8517.000000</td> </tr> <tr> <th>mean</th> <td>47.228836</td> <td>NaN</td> <td>39.476648</td> <td>NaN</td> <td>16.666549</td> <td>NaN</td> <td>179.940147</td> <td>NaN</td> <td>9.230142</td> <td>NaN</td> <td>78.804743</td> </tr> <tr> <th>std</th> <td>18.514999</td> <td>NaN</td> <td>16.060124</td> <td>NaN</td> <td>72.097844</td> <td>NaN</td> <td>84.144837</td> <td>NaN</td> <td>6.475112</td> <td>NaN</td> <td>1.129803</td> </tr> <tr> <th>min</th> <td>0.000000</td> <td>NaN</td> <td>0.000000</td> <td>NaN</td> <td>0.000000</td> <td>NaN</td> <td>-38.095238</td> <td>NaN</td> <td>-0.010000</td> <td>NaN</td> <td>77.000000</td> </tr> <tr> <th>25%</th> <td>51.000000</td> <td>NaN</td> <td>40.020000</td> <td>NaN</td> <td>0.000000</td> <td>NaN</td> <td>190.476190</td> <td>NaN</td> <td>4.420000</td> <td>NaN</td> <td>78.000000</td> </tr> <tr> <th>50%</th> <td>53.000000</td> <td>NaN</td> <td>43.470000</td> <td>NaN</td> <td>23.900000</td> <td>NaN</td> <td>209.523810</td> <td>NaN</td> <td>8.220000</td> <td>NaN</td> <td>79.000000</td> </tr> <tr> <th>75%</th> <td>54.000000</td> <td>NaN</td> <td>45.870000</td> <td>NaN</td> <td>26.900000</td> <td>NaN</td> <td>214.285714</td> <td>NaN</td> <td>15.030000</td> <td>NaN</td> <td>80.000000</td> </tr> <tr> <th>max</th> <td>93.000000</td> <td>NaN</td> <td>81.060000</td> <td>NaN</td> <td>6553.500000</td> <td>NaN</td> <td>404.761905</td> <td>NaN</td> <td>24.070000</td> <td>NaN</td> <td>81.000000</td> </tr> </tbody> </table></div>`
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<br/>49.79701159928018°N 10.001281499862673°E<br/>
From 2023-08-07 13:03:34 to 2024-07-22 11:35:41 <table border="1" class="dataframe"> <thead> <tr style="text-align: right;"> <th></th> <th>vol_water_content_30</th> <th>vol_water_content_100</th> <th>permittivity_30</th> <th>permittivity_100</th> <th>conductivity_30</th> <th>conductivity_100</th> <th>usable_field_capacity_30</th> <th>usable_field_capacity_100</th> <th>temperature_30</th> <th>temperature_100</th> <th>battery_percentage</th> </tr> </thead> <tbody> <tr> <th>count</th> <td>8517.000000</td> <td>0.0</td> <td>8517.000000</td> <td>0.0</td> <td>8517.000000</td> <td>0.0</td> <td>8517.000000</td> <td>0.0</td> <td>8517.000000</td> <td>0.0</td> <td>8517.000000</td> </tr> <tr> <th>mean</th> <td>47.228836</td> <td>NaN</td> <td>39.476648</td> <td>NaN</td> <td>16.666549</td> <td>NaN</td> <td>179.940147</td> <td>NaN</td> <td>9.230142</td> <td>NaN</td> <td>78.804743</td> </tr> <tr> <th>std</th> <td>18.514999</td> <td>NaN</td> <td>16.060124</td> <td>NaN</td> <td>72.097844</td> <td>NaN</td> <td>84.144837</td> <td>NaN</td> <td>6.475112</td> <td>NaN</td> <td>1.129803</td> </tr> <tr> <th>min</th> <td>0.000000</td> <td>NaN</td> <td>0.000000</td> <td>NaN</td> <td>0.000000</td> <td>NaN</td> <td>-38.095238</td> <td>NaN</td> <td>-0.010000</td> <td>NaN</td> <td>77.000000</td> </tr> <tr> <th>25%</th> <td>51.000000</td> <td>NaN</td> <td>40.020000</td> <td>NaN</td> <td>0.000000</td> <td>NaN</td> <td>190.476190</td> <td>NaN</td> <td>4.420000</td> <td>NaN</td> <td>78.000000</td> </tr> <tr> <th>50%</th> <td>53.000000</td> <td>NaN</td> <td>43.470000</td> <td>NaN</td> <td>23.900000</td> <td>NaN</td> <td>209.523810</td> <td>NaN</td> <td>8.220000</td> <td>NaN</td> <td>79.000000</td> </tr> <tr> <th>75%</th> <td>54.000000</td> <td>NaN</td> <td>45.870000</td> <td>NaN</td> <td>26.900000</td> <td>NaN</td> <td>214.285714</td> <td>NaN</td> <td>15.030000</td> <td>NaN</td> <td>80.000000</td> </tr> <tr> <th>max</th> <td>93.000000</td> <td>NaN</td> <td>81.060000</td> <td>NaN</td> <td>6553.500000</td> <td>NaN</td> <td>404.761905</td> <td>NaN</td> <td>24.070000</td> <td>NaN</td> <td>81.000000</td> </tr> </tbody> </table></div>`
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...
...
python_scripts/parse_wurzburg_open_data/parse_open_data.py
View file @
fb7fd59b
...
...
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