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Created Heatmap for visualizing three years simultaniously

Furkan Karakocaoglu 2 years ago
parent
commit
863ddec9f4
26 changed files with 11161 additions and 16 deletions
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+<table border="1" class="dataframe">
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+      <th>Position x</th>
+      <th>0</th>
+      <th>1</th>
+      <th>2</th>
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+      <th>69</th>
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+      <td>0.0</td>
+      <td>143.0</td>
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+    </tr>
+  </tbody>
+</table>

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testumgebung/CrowdModelling/Assets/Data_image/positions_heatmap1.html

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+<table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th></th>
+      <th>0</th>
+      <th>1</th>
+      <th>2</th>
+      <th>3</th>
+      <th>4</th>
+      <th>5</th>
+      <th>6</th>
+      <th>7</th>
+      <th>8</th>
+      <th>9</th>
+      <th>10</th>
+      <th>11</th>
+      <th>12</th>
+      <th>13</th>
+      <th>14</th>
+      <th>15</th>
+      <th>16</th>
+      <th>17</th>
+      <th>18</th>
+      <th>19</th>
+      <th>20</th>
+      <th>21</th>
+      <th>22</th>
+      <th>23</th>
+      <th>24</th>
+      <th>25</th>
+      <th>26</th>
+      <th>27</th>
+      <th>28</th>
+      <th>29</th>
+      <th>30</th>
+      <th>31</th>
+      <th>32</th>
+      <th>33</th>
+      <th>34</th>
+      <th>35</th>
+      <th>36</th>
+      <th>37</th>
+      <th>38</th>
+      <th>39</th>
+      <th>40</th>
+      <th>41</th>
+      <th>42</th>
+      <th>43</th>
+      <th>44</th>
+      <th>45</th>
+      <th>46</th>
+      <th>47</th>
+      <th>48</th>
+      <th>49</th>
+      <th>50</th>
+      <th>51</th>
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+      <th>53</th>
+      <th>54</th>
+      <th>55</th>
+      <th>56</th>
+      <th>57</th>
+      <th>58</th>
+      <th>59</th>
+      <th>60</th>
+      <th>61</th>
+      <th>62</th>
+      <th>63</th>
+      <th>64</th>
+      <th>65</th>
+      <th>66</th>
+      <th>67</th>
+      <th>68</th>
+      <th>69</th>
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+      <td>0.0</td>
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+      <td>403.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>3.0</td>
+      <td>105.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>13.0</td>
+      <td>18.0</td>
+      <td>17.0</td>
+      <td>30.0</td>
+      <td>94.0</td>
+      <td>294.0</td>
+      <td>37.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>3</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>25.0</td>
+      <td>155.0</td>
+      <td>20.0</td>
+      <td>179.0</td>
+      <td>73.0</td>
+      <td>15.0</td>
+      <td>2.0</td>
+      <td>16.0</td>
+      <td>8.0</td>
+      <td>140.0</td>
+      <td>347.0</td>
+      <td>137.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>160.0</td>
+      <td>154.0</td>
+      <td>20.0</td>
+      <td>12.0</td>
+      <td>21.0</td>
+      <td>41.0</td>
+      <td>35.0</td>
+      <td>90.0</td>
+      <td>311.0</td>
+      <td>346.0</td>
+      <td>339.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>4</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>14.0</td>
+      <td>48.0</td>
+      <td>226.0</td>
+      <td>51.0</td>
+      <td>79.0</td>
+      <td>10.0</td>
+      <td>33.0</td>
+      <td>17.0</td>
+      <td>44.0</td>
+      <td>123.0</td>
+      <td>194.0</td>
+      <td>119.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>24.0</td>
+      <td>297.0</td>
+      <td>266.0</td>
+      <td>54.0</td>
+      <td>23.0</td>
+      <td>21.0</td>
+      <td>31.0</td>
+      <td>60.0</td>
+      <td>68.0</td>
+      <td>191.0</td>
+      <td>223.0</td>
+      <td>80.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>5</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>14.0</td>
+      <td>29.0</td>
+      <td>86.0</td>
+      <td>209.0</td>
+      <td>65.0</td>
+      <td>75.0</td>
+      <td>31.0</td>
+      <td>25.0</td>
+      <td>77.0</td>
+      <td>84.0</td>
+      <td>103.0</td>
+      <td>182.0</td>
+      <td>227.0</td>
+      <td>125.0</td>
+      <td>144.0</td>
+      <td>103.0</td>
+      <td>46.0</td>
+      <td>56.0</td>
+      <td>212.0</td>
+      <td>190.0</td>
+      <td>165.0</td>
+      <td>312.0</td>
+      <td>58.0</td>
+      <td>44.0</td>
+      <td>40.0</td>
+      <td>51.0</td>
+      <td>71.0</td>
+      <td>107.0</td>
+      <td>274.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>6</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>15.0</td>
+      <td>49.0</td>
+      <td>61.0</td>
+      <td>52.0</td>
+      <td>91.0</td>
+      <td>38.0</td>
+      <td>68.0</td>
+      <td>126.0</td>
+      <td>79.0</td>
+      <td>113.0</td>
+      <td>87.0</td>
+      <td>100.0</td>
+      <td>95.0</td>
+      <td>156.0</td>
+      <td>199.0</td>
+      <td>291.0</td>
+      <td>260.0</td>
+      <td>233.0</td>
+      <td>282.0</td>
+      <td>108.0</td>
+      <td>111.0</td>
+      <td>52.0</td>
+      <td>61.0</td>
+      <td>12.0</td>
+      <td>29.0</td>
+      <td>48.0</td>
+      <td>96.0</td>
+      <td>74.0</td>
+      <td>40.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>7</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>13.0</td>
+      <td>103.0</td>
+      <td>109.0</td>
+      <td>147.0</td>
+      <td>158.0</td>
+      <td>125.0</td>
+      <td>138.0</td>
+      <td>69.0</td>
+      <td>39.0</td>
+      <td>111.0</td>
+      <td>131.0</td>
+      <td>105.0</td>
+      <td>223.0</td>
+      <td>278.0</td>
+      <td>342.0</td>
+      <td>223.0</td>
+      <td>359.0</td>
+      <td>273.0</td>
+      <td>236.0</td>
+      <td>99.0</td>
+      <td>90.0</td>
+      <td>49.0</td>
+      <td>59.0</td>
+      <td>22.0</td>
+      <td>65.0</td>
+      <td>74.0</td>
+      <td>56.0</td>
+      <td>78.0</td>
+      <td>37.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>8</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>76.0</td>
+      <td>86.0</td>
+      <td>247.0</td>
+      <td>205.0</td>
+      <td>216.0</td>
+      <td>136.0</td>
+      <td>127.0</td>
+      <td>76.0</td>
+      <td>84.0</td>
+      <td>134.0</td>
+      <td>174.0</td>
+      <td>325.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>116.0</td>
+      <td>147.0</td>
+      <td>130.0</td>
+      <td>61.0</td>
+      <td>74.0</td>
+      <td>65.0</td>
+      <td>35.0</td>
+      <td>69.0</td>
+      <td>239.0</td>
+      <td>218.0</td>
+      <td>38.0</td>
+      <td>13.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>9</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>212.0</td>
+      <td>354.0</td>
+      <td>96.0</td>
+      <td>130.0</td>
+      <td>149.0</td>
+      <td>96.0</td>
+      <td>43.0</td>
+      <td>96.0</td>
+      <td>393.0</td>
+      <td>265.0</td>
+      <td>122.0</td>
+      <td>142.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>15.0</td>
+      <td>172.0</td>
+      <td>130.0</td>
+      <td>121.0</td>
+      <td>161.0</td>
+      <td>90.0</td>
+      <td>71.0</td>
+      <td>76.0</td>
+      <td>47.0</td>
+      <td>265.0</td>
+      <td>19.0</td>
+      <td>21.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>10</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>361.0</td>
+      <td>236.0</td>
+      <td>310.0</td>
+      <td>213.0</td>
+      <td>172.0</td>
+      <td>66.0</td>
+      <td>206.0</td>
+      <td>199.0</td>
+      <td>118.0</td>
+      <td>165.0</td>
+      <td>81.0</td>
+      <td>93.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>88.0</td>
+      <td>112.0</td>
+      <td>137.0</td>
+      <td>76.0</td>
+      <td>407.0</td>
+      <td>50.0</td>
+      <td>63.0</td>
+      <td>62.0</td>
+      <td>158.0</td>
+      <td>83.0</td>
+      <td>35.0</td>
+      <td>18.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>11</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>13.0</td>
+      <td>36.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>492.0</td>
+      <td>341.0</td>
+      <td>255.0</td>
+      <td>142.0</td>
+      <td>241.0</td>
+      <td>216.0</td>
+      <td>55.0</td>
+      <td>26.0</td>
+      <td>49.0</td>
+      <td>78.0</td>
+      <td>163.0</td>
+      <td>57.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>40.0</td>
+      <td>159.0</td>
+      <td>51.0</td>
+      <td>325.0</td>
+      <td>214.0</td>
+      <td>120.0</td>
+      <td>89.0</td>
+      <td>84.0</td>
+      <td>34.0</td>
+      <td>35.0</td>
+      <td>43.0</td>
+      <td>16.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>12</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>14.0</td>
+      <td>66.0</td>
+      <td>82.0</td>
+      <td>83.0</td>
+      <td>47.0</td>
+      <td>47.0</td>
+      <td>54.0</td>
+      <td>53.0</td>
+      <td>45.0</td>
+      <td>51.0</td>
+      <td>59.0</td>
+      <td>50.0</td>
+      <td>44.0</td>
+      <td>39.0</td>
+      <td>41.0</td>
+      <td>59.0</td>
+      <td>71.0</td>
+      <td>434.0</td>
+      <td>441.0</td>
+      <td>328.0</td>
+      <td>298.0</td>
+      <td>141.0</td>
+      <td>69.0</td>
+      <td>38.0</td>
+      <td>64.0</td>
+      <td>68.0</td>
+      <td>115.0</td>
+      <td>39.0</td>
+      <td>149.0</td>
+      <td>102.0</td>
+      <td>34.0</td>
+      <td>37.0</td>
+      <td>17.0</td>
+      <td>7.0</td>
+      <td>17.0</td>
+      <td>143.0</td>
+      <td>172.0</td>
+      <td>114.0</td>
+      <td>147.0</td>
+      <td>92.0</td>
+      <td>42.0</td>
+      <td>56.0</td>
+      <td>21.0</td>
+      <td>75.0</td>
+      <td>0.0</td>
+      <td>45.0</td>
+      <td>2.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>13</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>11.0</td>
+      <td>142.0</td>
+      <td>151.0</td>
+      <td>165.0</td>
+      <td>197.0</td>
+      <td>211.0</td>
+      <td>182.0</td>
+      <td>209.0</td>
+      <td>261.0</td>
+      <td>285.0</td>
+      <td>345.0</td>
+      <td>389.0</td>
+      <td>414.0</td>
+      <td>405.0</td>
+      <td>391.0</td>
+      <td>392.0</td>
+      <td>418.0</td>
+      <td>387.0</td>
+      <td>217.0</td>
+      <td>201.0</td>
+      <td>209.0</td>
+      <td>164.0</td>
+      <td>186.0</td>
+      <td>208.0</td>
+      <td>215.0</td>
+      <td>170.0</td>
+      <td>222.0</td>
+      <td>239.0</td>
+      <td>183.0</td>
+      <td>236.0</td>
+      <td>234.0</td>
+      <td>220.0</td>
+      <td>177.0</td>
+      <td>217.0</td>
+      <td>168.0</td>
+      <td>128.0</td>
+      <td>67.0</td>
+      <td>57.0</td>
+      <td>59.0</td>
+      <td>96.0</td>
+      <td>89.0</td>
+      <td>59.0</td>
+      <td>56.0</td>
+      <td>90.0</td>
+      <td>227.0</td>
+      <td>44.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>14</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>204.0</td>
+      <td>31.0</td>
+      <td>15.0</td>
+      <td>14.0</td>
+      <td>266.0</td>
+      <td>488.0</td>
+      <td>452.0</td>
+      <td>443.0</td>
+      <td>447.0</td>
+      <td>481.0</td>
+      <td>464.0</td>
+      <td>450.0</td>
+      <td>407.0</td>
+      <td>331.0</td>
+      <td>289.0</td>
+      <td>278.0</td>
+      <td>274.0</td>
+      <td>263.0</td>
+      <td>254.0</td>
+      <td>205.0</td>
+      <td>187.0</td>
+      <td>224.0</td>
+      <td>181.0</td>
+      <td>178.0</td>
+      <td>166.0</td>
+      <td>90.0</td>
+      <td>56.0</td>
+      <td>109.0</td>
+      <td>65.0</td>
+      <td>113.0</td>
+      <td>62.0</td>
+      <td>84.0</td>
+      <td>81.0</td>
+      <td>98.0</td>
+      <td>122.0</td>
+      <td>123.0</td>
+      <td>132.0</td>
+      <td>73.0</td>
+      <td>11.0</td>
+      <td>23.0</td>
+      <td>31.0</td>
+      <td>0.0</td>
+      <td>52.0</td>
+      <td>82.0</td>
+      <td>46.0</td>
+      <td>38.0</td>
+      <td>201.0</td>
+      <td>20.0</td>
+      <td>48.0</td>
+      <td>4.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>15</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>211.0</td>
+      <td>398.0</td>
+      <td>424.0</td>
+      <td>435.0</td>
+      <td>497.0</td>
+      <td>479.0</td>
+      <td>446.0</td>
+      <td>455.0</td>
+      <td>392.0</td>
+      <td>316.0</td>
+      <td>398.0</td>
+      <td>360.0</td>
+      <td>244.0</td>
+      <td>261.0</td>
+      <td>256.0</td>
+      <td>237.0</td>
+      <td>245.0</td>
+      <td>283.0</td>
+      <td>202.0</td>
+      <td>210.0</td>
+      <td>177.0</td>
+      <td>146.0</td>
+      <td>120.0</td>
+      <td>108.0</td>
+      <td>128.0</td>
+      <td>111.0</td>
+      <td>79.0</td>
+      <td>57.0</td>
+      <td>89.0</td>
+      <td>58.0</td>
+      <td>144.0</td>
+      <td>185.0</td>
+      <td>95.0</td>
+      <td>115.0</td>
+      <td>20.0</td>
+      <td>16.0</td>
+      <td>69.0</td>
+      <td>35.0</td>
+      <td>90.0</td>
+      <td>105.0</td>
+      <td>57.0</td>
+      <td>87.0</td>
+      <td>249.0</td>
+      <td>21.0</td>
+      <td>94.0</td>
+      <td>52.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>16</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>130.0</td>
+      <td>26.0</td>
+      <td>27.0</td>
+      <td>25.0</td>
+      <td>206.0</td>
+      <td>344.0</td>
+      <td>376.0</td>
+      <td>424.0</td>
+      <td>412.0</td>
+      <td>423.0</td>
+      <td>434.0</td>
+      <td>424.0</td>
+      <td>329.0</td>
+      <td>300.0</td>
+      <td>277.0</td>
+      <td>311.0</td>
+      <td>298.0</td>
+      <td>281.0</td>
+      <td>282.0</td>
+      <td>259.0</td>
+      <td>265.0</td>
+      <td>391.0</td>
+      <td>191.0</td>
+      <td>144.0</td>
+      <td>77.0</td>
+      <td>127.0</td>
+      <td>108.0</td>
+      <td>140.0</td>
+      <td>131.0</td>
+      <td>145.0</td>
+      <td>121.0</td>
+      <td>79.0</td>
+      <td>138.0</td>
+      <td>223.0</td>
+      <td>148.0</td>
+      <td>69.0</td>
+      <td>109.0</td>
+      <td>81.0</td>
+      <td>90.0</td>
+      <td>85.0</td>
+      <td>96.0</td>
+      <td>49.0</td>
+      <td>92.0</td>
+      <td>52.0</td>
+      <td>67.0</td>
+      <td>106.0</td>
+      <td>71.0</td>
+      <td>186.0</td>
+      <td>63.0</td>
+      <td>129.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>17</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>99.0</td>
+      <td>110.0</td>
+      <td>156.0</td>
+      <td>124.0</td>
+      <td>174.0</td>
+      <td>177.0</td>
+      <td>187.0</td>
+      <td>232.0</td>
+      <td>321.0</td>
+      <td>351.0</td>
+      <td>320.0</td>
+      <td>330.0</td>
+      <td>330.0</td>
+      <td>345.0</td>
+      <td>344.0</td>
+      <td>415.0</td>
+      <td>210.0</td>
+      <td>168.0</td>
+      <td>205.0</td>
+      <td>209.0</td>
+      <td>198.0</td>
+      <td>244.0</td>
+      <td>242.0</td>
+      <td>192.0</td>
+      <td>228.0</td>
+      <td>294.0</td>
+      <td>250.0</td>
+      <td>266.0</td>
+      <td>378.0</td>
+      <td>256.0</td>
+      <td>236.0</td>
+      <td>223.0</td>
+      <td>202.0</td>
+      <td>220.0</td>
+      <td>199.0</td>
+      <td>61.0</td>
+      <td>85.0</td>
+      <td>65.0</td>
+      <td>85.0</td>
+      <td>52.0</td>
+      <td>39.0</td>
+      <td>81.0</td>
+      <td>56.0</td>
+      <td>26.0</td>
+      <td>25.0</td>
+      <td>12.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>18</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>85.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>77.0</td>
+      <td>484.0</td>
+      <td>276.0</td>
+      <td>158.0</td>
+      <td>118.0</td>
+      <td>136.0</td>
+      <td>134.0</td>
+      <td>95.0</td>
+      <td>55.0</td>
+      <td>56.0</td>
+      <td>148.0</td>
+      <td>234.0</td>
+      <td>203.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>296.0</td>
+      <td>285.0</td>
+      <td>447.0</td>
+      <td>65.0</td>
+      <td>176.0</td>
+      <td>70.0</td>
+      <td>98.0</td>
+      <td>72.0</td>
+      <td>48.0</td>
+      <td>16.0</td>
+      <td>32.0</td>
+      <td>32.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>19</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>423.0</td>
+      <td>214.0</td>
+      <td>245.0</td>
+      <td>348.0</td>
+      <td>210.0</td>
+      <td>90.0</td>
+      <td>113.0</td>
+      <td>146.0</td>
+      <td>241.0</td>
+      <td>59.0</td>
+      <td>164.0</td>
+      <td>98.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>239.0</td>
+      <td>241.0</td>
+      <td>105.0</td>
+      <td>127.0</td>
+      <td>153.0</td>
+      <td>101.0</td>
+      <td>118.0</td>
+      <td>75.0</td>
+      <td>111.0</td>
+      <td>61.0</td>
+      <td>40.0</td>
+      <td>32.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>20</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>140.0</td>
+      <td>331.0</td>
+      <td>268.0</td>
+      <td>156.0</td>
+      <td>276.0</td>
+      <td>296.0</td>
+      <td>273.0</td>
+      <td>198.0</td>
+      <td>97.0</td>
+      <td>346.0</td>
+      <td>138.0</td>
+      <td>354.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>93.0</td>
+      <td>379.0</td>
+      <td>61.0</td>
+      <td>345.0</td>
+      <td>170.0</td>
+      <td>112.0</td>
+      <td>104.0</td>
+      <td>143.0</td>
+      <td>180.0</td>
+      <td>315.0</td>
+      <td>47.0</td>
+      <td>50.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>21</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>53.0</td>
+      <td>349.0</td>
+      <td>502.0</td>
+      <td>374.0</td>
+      <td>194.0</td>
+      <td>145.0</td>
+      <td>105.0</td>
+      <td>154.0</td>
+      <td>258.0</td>
+      <td>251.0</td>
+      <td>275.0</td>
+      <td>155.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>58.0</td>
+      <td>184.0</td>
+      <td>156.0</td>
+      <td>91.0</td>
+      <td>97.0</td>
+      <td>93.0</td>
+      <td>147.0</td>
+      <td>174.0</td>
+      <td>208.0</td>
+      <td>16.0</td>
+      <td>68.0</td>
+      <td>49.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>22</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>58.0</td>
+      <td>128.0</td>
+      <td>93.0</td>
+      <td>0.0</td>
+      <td>50.0</td>
+      <td>79.0</td>
+      <td>118.0</td>
+      <td>115.0</td>
+      <td>130.0</td>
+      <td>137.0</td>
+      <td>273.0</td>
+      <td>322.0</td>
+      <td>229.0</td>
+      <td>111.0</td>
+      <td>93.0</td>
+      <td>145.0</td>
+      <td>126.0</td>
+      <td>94.0</td>
+      <td>62.0</td>
+      <td>122.0</td>
+      <td>44.0</td>
+      <td>182.0</td>
+      <td>74.0</td>
+      <td>136.0</td>
+      <td>82.0</td>
+      <td>196.0</td>
+      <td>93.0</td>
+      <td>402.0</td>
+      <td>173.0</td>
+      <td>132.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>23</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>51.0</td>
+      <td>44.0</td>
+      <td>26.0</td>
+      <td>322.0</td>
+      <td>15.0</td>
+      <td>64.0</td>
+      <td>23.0</td>
+      <td>67.0</td>
+      <td>41.0</td>
+      <td>138.0</td>
+      <td>197.0</td>
+      <td>84.0</td>
+      <td>189.0</td>
+      <td>212.0</td>
+      <td>274.0</td>
+      <td>228.0</td>
+      <td>311.0</td>
+      <td>330.0</td>
+      <td>176.0</td>
+      <td>202.0</td>
+      <td>141.0</td>
+      <td>104.0</td>
+      <td>63.0</td>
+      <td>154.0</td>
+      <td>131.0</td>
+      <td>85.0</td>
+      <td>61.0</td>
+      <td>357.0</td>
+      <td>288.0</td>
+      <td>66.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>24</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>12.0</td>
+      <td>61.0</td>
+      <td>4.0</td>
+      <td>19.0</td>
+      <td>17.0</td>
+      <td>23.0</td>
+      <td>38.0</td>
+      <td>102.0</td>
+      <td>90.0</td>
+      <td>91.0</td>
+      <td>154.0</td>
+      <td>168.0</td>
+      <td>157.0</td>
+      <td>159.0</td>
+      <td>145.0</td>
+      <td>178.0</td>
+      <td>247.0</td>
+      <td>299.0</td>
+      <td>213.0</td>
+      <td>108.0</td>
+      <td>82.0</td>
+      <td>56.0</td>
+      <td>53.0</td>
+      <td>30.0</td>
+      <td>89.0</td>
+      <td>89.0</td>
+      <td>83.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>43.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>25</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>40.0</td>
+      <td>21.0</td>
+      <td>6.0</td>
+      <td>55.0</td>
+      <td>54.0</td>
+      <td>78.0</td>
+      <td>84.0</td>
+      <td>68.0</td>
+      <td>151.0</td>
+      <td>85.0</td>
+      <td>158.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>177.0</td>
+      <td>255.0</td>
+      <td>129.0</td>
+      <td>84.0</td>
+      <td>26.0</td>
+      <td>34.0</td>
+      <td>25.0</td>
+      <td>67.0</td>
+      <td>75.0</td>
+      <td>33.0</td>
+      <td>3.0</td>
+      <td>39.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>26</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>4.0</td>
+      <td>91.0</td>
+      <td>325.0</td>
+      <td>75.0</td>
+      <td>129.0</td>
+      <td>131.0</td>
+      <td>64.0</td>
+      <td>62.0</td>
+      <td>91.0</td>
+      <td>123.0</td>
+      <td>80.0</td>
+      <td>59.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>269.0</td>
+      <td>80.0</td>
+      <td>262.0</td>
+      <td>104.0</td>
+      <td>75.0</td>
+      <td>63.0</td>
+      <td>54.0</td>
+      <td>98.0</td>
+      <td>75.0</td>
+      <td>384.0</td>
+      <td>20.0</td>
+      <td>40.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>27</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>91.0</td>
+      <td>41.0</td>
+      <td>171.0</td>
+      <td>58.0</td>
+      <td>119.0</td>
+      <td>75.0</td>
+      <td>38.0</td>
+      <td>25.0</td>
+      <td>108.0</td>
+      <td>62.0</td>
+      <td>87.0</td>
+      <td>68.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>40.0</td>
+      <td>46.0</td>
+      <td>305.0</td>
+      <td>12.0</td>
+      <td>0.0</td>
+      <td>8.0</td>
+      <td>31.0</td>
+      <td>67.0</td>
+      <td>88.0</td>
+      <td>104.0</td>
+      <td>202.0</td>
+      <td>49.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>28</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>511.0</td>
+      <td>238.0</td>
+      <td>27.0</td>
+      <td>38.0</td>
+      <td>28.0</td>
+      <td>28.0</td>
+      <td>41.0</td>
+      <td>45.0</td>
+      <td>156.0</td>
+      <td>167.0</td>
+      <td>-500.0</td>
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+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>35.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>40.0</td>
+      <td>81.0</td>
+      <td>248.0</td>
+      <td>308.0</td>
+      <td>104.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>29</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>13.0</td>
+      <td>54.0</td>
+      <td>44.0</td>
+      <td>11.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>30.0</td>
+      <td>0.0</td>
+      <td>109.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>3.0</td>
+      <td>98.0</td>
+      <td>50.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>30</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>31</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>32</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>33</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>34</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+  </tbody>
+</table>

+ 7 - 0
testumgebung/CrowdModelling/Assets/Data_image/positions_heatmap1.html.meta

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+ 2634 - 0
testumgebung/CrowdModelling/Assets/Data_image/positions_heatmap2.html

@@ -0,0 +1,2634 @@
+<table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th></th>
+      <th>0</th>
+      <th>1</th>
+      <th>2</th>
+      <th>3</th>
+      <th>4</th>
+      <th>5</th>
+      <th>6</th>
+      <th>7</th>
+      <th>8</th>
+      <th>9</th>
+      <th>10</th>
+      <th>11</th>
+      <th>12</th>
+      <th>13</th>
+      <th>14</th>
+      <th>15</th>
+      <th>16</th>
+      <th>17</th>
+      <th>18</th>
+      <th>19</th>
+      <th>20</th>
+      <th>21</th>
+      <th>22</th>
+      <th>23</th>
+      <th>24</th>
+      <th>25</th>
+      <th>26</th>
+      <th>27</th>
+      <th>28</th>
+      <th>29</th>
+      <th>30</th>
+      <th>31</th>
+      <th>32</th>
+      <th>33</th>
+      <th>34</th>
+      <th>35</th>
+      <th>36</th>
+      <th>37</th>
+      <th>38</th>
+      <th>39</th>
+      <th>40</th>
+      <th>41</th>
+      <th>42</th>
+      <th>43</th>
+      <th>44</th>
+      <th>45</th>
+      <th>46</th>
+      <th>47</th>
+      <th>48</th>
+      <th>49</th>
+      <th>50</th>
+      <th>51</th>
+      <th>52</th>
+      <th>53</th>
+      <th>54</th>
+      <th>55</th>
+      <th>56</th>
+      <th>57</th>
+      <th>58</th>
+      <th>59</th>
+      <th>60</th>
+      <th>61</th>
+      <th>62</th>
+      <th>63</th>
+      <th>64</th>
+      <th>65</th>
+      <th>66</th>
+      <th>67</th>
+      <th>68</th>
+      <th>69</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>0</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>1</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>213.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>2</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>72.0</td>
+      <td>0.0</td>
+      <td>147.0</td>
+      <td>48.0</td>
+      <td>15.0</td>
+      <td>14.0</td>
+      <td>14.0</td>
+      <td>24.0</td>
+      <td>111.0</td>
+      <td>6.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>149.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>8.0</td>
+      <td>11.0</td>
+      <td>16.0</td>
+      <td>19.0</td>
+      <td>35.0</td>
+      <td>34.0</td>
+      <td>42.0</td>
+      <td>49.0</td>
+      <td>160.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>3</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>28.0</td>
+      <td>23.0</td>
+      <td>76.0</td>
+      <td>36.0</td>
+      <td>32.0</td>
+      <td>17.0</td>
+      <td>17.0</td>
+      <td>8.0</td>
+      <td>25.0</td>
+      <td>222.0</td>
+      <td>101.0</td>
+      <td>176.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>30.0</td>
+      <td>150.0</td>
+      <td>38.0</td>
+      <td>43.0</td>
+      <td>10.0</td>
+      <td>18.0</td>
+      <td>26.0</td>
+      <td>29.0</td>
+      <td>62.0</td>
+      <td>131.0</td>
+      <td>20.0</td>
+      <td>15.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>4</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>13.0</td>
+      <td>169.0</td>
+      <td>88.0</td>
+      <td>23.0</td>
+      <td>2.0</td>
+      <td>27.0</td>
+      <td>28.0</td>
+      <td>44.0</td>
+      <td>45.0</td>
+      <td>70.0</td>
+      <td>77.0</td>
+      <td>114.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>32.0</td>
+      <td>16.0</td>
+      <td>90.0</td>
+      <td>57.0</td>
+      <td>249.0</td>
+      <td>49.0</td>
+      <td>60.0</td>
+      <td>58.0</td>
+      <td>35.0</td>
+      <td>32.0</td>
+      <td>12.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>5</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>13.0</td>
+      <td>15.0</td>
+      <td>16.0</td>
+      <td>35.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>17.0</td>
+      <td>20.0</td>
+      <td>110.0</td>
+      <td>131.0</td>
+      <td>194.0</td>
+      <td>201.0</td>
+      <td>50.0</td>
+      <td>32.0</td>
+      <td>34.0</td>
+      <td>14.0</td>
+      <td>14.0</td>
+      <td>61.0</td>
+      <td>115.0</td>
+      <td>106.0</td>
+      <td>73.0</td>
+      <td>33.0</td>
+      <td>38.0</td>
+      <td>23.0</td>
+      <td>8.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>6</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>13.0</td>
+      <td>15.0</td>
+      <td>25.0</td>
+      <td>21.0</td>
+      <td>6.0</td>
+      <td>0.0</td>
+      <td>5.0</td>
+      <td>12.0</td>
+      <td>36.0</td>
+      <td>21.0</td>
+      <td>33.0</td>
+      <td>15.0</td>
+      <td>57.0</td>
+      <td>98.0</td>
+      <td>59.0</td>
+      <td>104.0</td>
+      <td>63.0</td>
+      <td>126.0</td>
+      <td>122.0</td>
+      <td>79.0</td>
+      <td>40.0</td>
+      <td>34.0</td>
+      <td>20.0</td>
+      <td>7.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>7</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>12.0</td>
+      <td>15.0</td>
+      <td>30.0</td>
+      <td>2.0</td>
+      <td>24.0</td>
+      <td>0.0</td>
+      <td>23.0</td>
+      <td>29.0</td>
+      <td>5.0</td>
+      <td>14.0</td>
+      <td>12.0</td>
+      <td>37.0</td>
+      <td>65.0</td>
+      <td>116.0</td>
+      <td>89.0</td>
+      <td>60.0</td>
+      <td>60.0</td>
+      <td>79.0</td>
+      <td>138.0</td>
+      <td>22.0</td>
+      <td>35.0</td>
+      <td>22.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>8</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>13.0</td>
+      <td>124.0</td>
+      <td>15.0</td>
+      <td>56.0</td>
+      <td>43.0</td>
+      <td>47.0</td>
+      <td>54.0</td>
+      <td>44.0</td>
+      <td>34.0</td>
+      <td>77.0</td>
+      <td>128.0</td>
+      <td>121.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>66.0</td>
+      <td>97.0</td>
+      <td>68.0</td>
+      <td>28.0</td>
+      <td>14.0</td>
+      <td>12.0</td>
+      <td>13.0</td>
+      <td>12.0</td>
+      <td>20.0</td>
+      <td>111.0</td>
+      <td>20.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>9</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>153.0</td>
+      <td>110.0</td>
+      <td>67.0</td>
+      <td>130.0</td>
+      <td>43.0</td>
+      <td>55.0</td>
+      <td>29.0</td>
+      <td>37.0</td>
+      <td>92.0</td>
+      <td>128.0</td>
+      <td>210.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>50.0</td>
+      <td>147.0</td>
+      <td>14.0</td>
+      <td>9.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>6.0</td>
+      <td>14.0</td>
+      <td>266.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>10</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>29.0</td>
+      <td>99.0</td>
+      <td>58.0</td>
+      <td>104.0</td>
+      <td>51.0</td>
+      <td>46.0</td>
+      <td>122.0</td>
+      <td>104.0</td>
+      <td>84.0</td>
+      <td>49.0</td>
+      <td>28.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>11.0</td>
+      <td>33.0</td>
+      <td>60.0</td>
+      <td>61.0</td>
+      <td>38.0</td>
+      <td>44.0</td>
+      <td>0.0</td>
+      <td>16.0</td>
+      <td>171.0</td>
+      <td>52.0</td>
+      <td>131.0</td>
+      <td>31.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>11</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>58.0</td>
+      <td>88.0</td>
+      <td>71.0</td>
+      <td>149.0</td>
+      <td>154.0</td>
+      <td>136.0</td>
+      <td>69.0</td>
+      <td>20.0</td>
+      <td>12.0</td>
+      <td>14.0</td>
+      <td>34.0</td>
+      <td>11.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>81.0</td>
+      <td>68.0</td>
+      <td>68.0</td>
+      <td>43.0</td>
+      <td>29.0</td>
+      <td>38.0</td>
+      <td>40.0</td>
+      <td>69.0</td>
+      <td>39.0</td>
+      <td>5.0</td>
+      <td>0.0</td>
+      <td>126.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>12</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>11.0</td>
+      <td>12.0</td>
+      <td>184.0</td>
+      <td>221.0</td>
+      <td>258.0</td>
+      <td>141.0</td>
+      <td>89.0</td>
+      <td>31.0</td>
+      <td>34.0</td>
+      <td>40.0</td>
+      <td>27.0</td>
+      <td>0.0</td>
+      <td>32.0</td>
+      <td>8.0</td>
+      <td>8.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>11.0</td>
+      <td>32.0</td>
+      <td>97.0</td>
+      <td>127.0</td>
+      <td>106.0</td>
+      <td>64.0</td>
+      <td>27.0</td>
+      <td>34.0</td>
+      <td>36.0</td>
+      <td>53.0</td>
+      <td>57.0</td>
+      <td>17.0</td>
+      <td>25.0</td>
+      <td>19.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>13</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>44.0</td>
+      <td>74.0</td>
+      <td>80.0</td>
+      <td>79.0</td>
+      <td>79.0</td>
+      <td>89.0</td>
+      <td>81.0</td>
+      <td>66.0</td>
+      <td>119.0</td>
+      <td>152.0</td>
+      <td>164.0</td>
+      <td>167.0</td>
+      <td>175.0</td>
+      <td>193.0</td>
+      <td>218.0</td>
+      <td>256.0</td>
+      <td>211.0</td>
+      <td>114.0</td>
+      <td>93.0</td>
+      <td>105.0</td>
+      <td>114.0</td>
+      <td>114.0</td>
+      <td>95.0</td>
+      <td>120.0</td>
+      <td>110.0</td>
+      <td>118.0</td>
+      <td>114.0</td>
+      <td>90.0</td>
+      <td>104.0</td>
+      <td>113.0</td>
+      <td>99.0</td>
+      <td>105.0</td>
+      <td>100.0</td>
+      <td>96.0</td>
+      <td>109.0</td>
+      <td>12.0</td>
+      <td>17.0</td>
+      <td>45.0</td>
+      <td>38.0</td>
+      <td>16.0</td>
+      <td>19.0</td>
+      <td>20.0</td>
+      <td>0.0</td>
+      <td>21.0</td>
+      <td>153.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>14</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>12.0</td>
+      <td>17.0</td>
+      <td>17.0</td>
+      <td>17.0</td>
+      <td>137.0</td>
+      <td>190.0</td>
+      <td>219.0</td>
+      <td>224.0</td>
+      <td>260.0</td>
+      <td>265.0</td>
+      <td>260.0</td>
+      <td>281.0</td>
+      <td>225.0</td>
+      <td>198.0</td>
+      <td>189.0</td>
+      <td>196.0</td>
+      <td>190.0</td>
+      <td>197.0</td>
+      <td>178.0</td>
+      <td>132.0</td>
+      <td>100.0</td>
+      <td>80.0</td>
+      <td>77.0</td>
+      <td>139.0</td>
+      <td>79.0</td>
+      <td>68.0</td>
+      <td>65.0</td>
+      <td>85.0</td>
+      <td>49.0</td>
+      <td>37.0</td>
+      <td>58.0</td>
+      <td>42.0</td>
+      <td>30.0</td>
+      <td>48.0</td>
+      <td>59.0</td>
+      <td>25.0</td>
+      <td>23.0</td>
+      <td>19.0</td>
+      <td>14.0</td>
+      <td>27.0</td>
+      <td>27.0</td>
+      <td>17.0</td>
+      <td>16.0</td>
+      <td>35.0</td>
+      <td>20.0</td>
+      <td>1.0</td>
+      <td>0.0</td>
+      <td>16.0</td>
+      <td>36.0</td>
+      <td>187.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>15</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>57.0</td>
+      <td>29.0</td>
+      <td>29.0</td>
+      <td>33.0</td>
+      <td>170.0</td>
+      <td>290.0</td>
+      <td>290.0</td>
+      <td>248.0</td>
+      <td>199.0</td>
+      <td>226.0</td>
+      <td>154.0</td>
+      <td>128.0</td>
+      <td>115.0</td>
+      <td>111.0</td>
+      <td>81.0</td>
+      <td>74.0</td>
+      <td>87.0</td>
+      <td>71.0</td>
+      <td>28.0</td>
+      <td>30.0</td>
+      <td>29.0</td>
+      <td>29.0</td>
+      <td>36.0</td>
+      <td>75.0</td>
+      <td>14.0</td>
+      <td>15.0</td>
+      <td>31.0</td>
+      <td>24.0</td>
+      <td>13.0</td>
+      <td>0.0</td>
+      <td>16.0</td>
+      <td>6.0</td>
+      <td>17.0</td>
+      <td>17.0</td>
+      <td>8.0</td>
+      <td>50.0</td>
+      <td>15.0</td>
+      <td>38.0</td>
+      <td>17.0</td>
+      <td>4.0</td>
+      <td>18.0</td>
+      <td>16.0</td>
+      <td>17.0</td>
+      <td>53.0</td>
+      <td>9.0</td>
+      <td>0.0</td>
+      <td>14.0</td>
+      <td>17.0</td>
+      <td>15.0</td>
+      <td>23.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>16</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>86.0</td>
+      <td>17.0</td>
+      <td>15.0</td>
+      <td>16.0</td>
+      <td>12.0</td>
+      <td>94.0</td>
+      <td>177.0</td>
+      <td>189.0</td>
+      <td>163.0</td>
+      <td>188.0</td>
+      <td>221.0</td>
+      <td>199.0</td>
+      <td>200.0</td>
+      <td>165.0</td>
+      <td>116.0</td>
+      <td>134.0</td>
+      <td>138.0</td>
+      <td>121.0</td>
+      <td>91.0</td>
+      <td>89.0</td>
+      <td>108.0</td>
+      <td>48.0</td>
+      <td>24.0</td>
+      <td>54.0</td>
+      <td>31.0</td>
+      <td>27.0</td>
+      <td>19.0</td>
+      <td>29.0</td>
+      <td>21.0</td>
+      <td>18.0</td>
+      <td>0.0</td>
+      <td>15.0</td>
+      <td>0.0</td>
+      <td>8.0</td>
+      <td>36.0</td>
+      <td>36.0</td>
+      <td>38.0</td>
+      <td>66.0</td>
+      <td>25.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>21.0</td>
+      <td>31.0</td>
+      <td>29.0</td>
+      <td>9.0</td>
+      <td>30.0</td>
+      <td>13.0</td>
+      <td>23.0</td>
+      <td>8.0</td>
+      <td>0.0</td>
+      <td>32.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>17</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>5.0</td>
+      <td>62.0</td>
+      <td>63.0</td>
+      <td>67.0</td>
+      <td>82.0</td>
+      <td>84.0</td>
+      <td>70.0</td>
+      <td>89.0</td>
+      <td>110.0</td>
+      <td>164.0</td>
+      <td>210.0</td>
+      <td>212.0</td>
+      <td>211.0</td>
+      <td>224.0</td>
+      <td>227.0</td>
+      <td>215.0</td>
+      <td>154.0</td>
+      <td>78.0</td>
+      <td>60.0</td>
+      <td>79.0</td>
+      <td>41.0</td>
+      <td>32.0</td>
+      <td>79.0</td>
+      <td>75.0</td>
+      <td>50.0</td>
+      <td>61.0</td>
+      <td>54.0</td>
+      <td>56.0</td>
+      <td>59.0</td>
+      <td>87.0</td>
+      <td>102.0</td>
+      <td>74.0</td>
+      <td>63.0</td>
+      <td>63.0</td>
+      <td>73.0</td>
+      <td>43.0</td>
+      <td>1.0</td>
+      <td>62.0</td>
+      <td>49.0</td>
+      <td>2.0</td>
+      <td>0.0</td>
+      <td>33.0</td>
+      <td>40.0</td>
+      <td>2.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>44.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>18</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>13.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>145.0</td>
+      <td>391.0</td>
+      <td>217.0</td>
+      <td>115.0</td>
+      <td>94.0</td>
+      <td>35.0</td>
+      <td>62.0</td>
+      <td>33.0</td>
+      <td>0.0</td>
+      <td>32.0</td>
+      <td>40.0</td>
+      <td>96.0</td>
+      <td>44.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>73.0</td>
+      <td>95.0</td>
+      <td>67.0</td>
+      <td>204.0</td>
+      <td>0.0</td>
+      <td>16.0</td>
+      <td>39.0</td>
+      <td>9.0</td>
+      <td>11.0</td>
+      <td>0.0</td>
+      <td>2.0</td>
+      <td>49.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>19</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>346.0</td>
+      <td>71.0</td>
+      <td>165.0</td>
+      <td>147.0</td>
+      <td>124.0</td>
+      <td>101.0</td>
+      <td>103.0</td>
+      <td>68.0</td>
+      <td>51.0</td>
+      <td>88.0</td>
+      <td>33.0</td>
+      <td>14.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>161.0</td>
+      <td>56.0</td>
+      <td>56.0</td>
+      <td>56.0</td>
+      <td>53.0</td>
+      <td>1.0</td>
+      <td>13.0</td>
+      <td>12.0</td>
+      <td>5.0</td>
+      <td>15.0</td>
+      <td>17.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>20</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>56.0</td>
+      <td>103.0</td>
+      <td>171.0</td>
+      <td>155.0</td>
+      <td>147.0</td>
+      <td>141.0</td>
+      <td>126.0</td>
+      <td>104.0</td>
+      <td>36.0</td>
+      <td>67.0</td>
+      <td>61.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>18.0</td>
+      <td>44.0</td>
+      <td>77.0</td>
+      <td>43.0</td>
+      <td>19.0</td>
+      <td>30.0</td>
+      <td>34.0</td>
+      <td>23.0</td>
+      <td>277.0</td>
+      <td>17.0</td>
+      <td>137.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>21</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>97.0</td>
+      <td>57.0</td>
+      <td>229.0</td>
+      <td>152.0</td>
+      <td>220.0</td>
+      <td>63.0</td>
+      <td>51.0</td>
+      <td>103.0</td>
+      <td>121.0</td>
+      <td>112.0</td>
+      <td>154.0</td>
+      <td>36.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>23.0</td>
+      <td>69.0</td>
+      <td>57.0</td>
+      <td>10.0</td>
+      <td>6.0</td>
+      <td>8.0</td>
+      <td>45.0</td>
+      <td>197.0</td>
+      <td>19.0</td>
+      <td>89.0</td>
+      <td>18.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>22</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>55.0</td>
+      <td>213.0</td>
+      <td>41.0</td>
+      <td>40.0</td>
+      <td>29.0</td>
+      <td>78.0</td>
+      <td>103.0</td>
+      <td>45.0</td>
+      <td>141.0</td>
+      <td>190.0</td>
+      <td>112.0</td>
+      <td>55.0</td>
+      <td>74.0</td>
+      <td>70.0</td>
+      <td>61.0</td>
+      <td>84.0</td>
+      <td>97.0</td>
+      <td>92.0</td>
+      <td>38.0</td>
+      <td>41.0</td>
+      <td>17.0</td>
+      <td>36.0</td>
+      <td>32.0</td>
+      <td>44.0</td>
+      <td>37.0</td>
+      <td>37.0</td>
+      <td>265.0</td>
+      <td>18.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>23</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>16.0</td>
+      <td>43.0</td>
+      <td>25.0</td>
+      <td>4.0</td>
+      <td>41.0</td>
+      <td>53.0</td>
+      <td>14.0</td>
+      <td>57.0</td>
+      <td>56.0</td>
+      <td>54.0</td>
+      <td>159.0</td>
+      <td>242.0</td>
+      <td>246.0</td>
+      <td>168.0</td>
+      <td>173.0</td>
+      <td>112.0</td>
+      <td>215.0</td>
+      <td>50.0</td>
+      <td>92.0</td>
+      <td>83.0</td>
+      <td>57.0</td>
+      <td>52.0</td>
+      <td>44.0</td>
+      <td>12.0</td>
+      <td>24.0</td>
+      <td>18.0</td>
+      <td>0.0</td>
+      <td>19.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>24</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>16.0</td>
+      <td>28.0</td>
+      <td>39.0</td>
+      <td>38.0</td>
+      <td>22.0</td>
+      <td>40.0</td>
+      <td>56.0</td>
+      <td>46.0</td>
+      <td>43.0</td>
+      <td>79.0</td>
+      <td>104.0</td>
+      <td>133.0</td>
+      <td>140.0</td>
+      <td>205.0</td>
+      <td>254.0</td>
+      <td>234.0</td>
+      <td>184.0</td>
+      <td>29.0</td>
+      <td>36.0</td>
+      <td>13.0</td>
+      <td>13.0</td>
+      <td>15.0</td>
+      <td>50.0</td>
+      <td>40.0</td>
+      <td>47.0</td>
+      <td>24.0</td>
+      <td>0.0</td>
+      <td>19.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>25</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>48.0</td>
+      <td>6.0</td>
+      <td>186.0</td>
+      <td>72.0</td>
+      <td>57.0</td>
+      <td>28.0</td>
+      <td>45.0</td>
+      <td>36.0</td>
+      <td>78.0</td>
+      <td>131.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>121.0</td>
+      <td>182.0</td>
+      <td>107.0</td>
+      <td>48.0</td>
+      <td>32.0</td>
+      <td>67.0</td>
+      <td>31.0</td>
+      <td>36.0</td>
+      <td>38.0</td>
+      <td>108.0</td>
+      <td>22.0</td>
+      <td>1.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>26</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>18.0</td>
+      <td>96.0</td>
+      <td>45.0</td>
+      <td>22.0</td>
+      <td>60.0</td>
+      <td>57.0</td>
+      <td>24.0</td>
+      <td>29.0</td>
+      <td>29.0</td>
+      <td>60.0</td>
+      <td>61.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>69.0</td>
+      <td>239.0</td>
+      <td>49.0</td>
+      <td>51.0</td>
+      <td>15.0</td>
+      <td>22.0</td>
+      <td>34.0</td>
+      <td>21.0</td>
+      <td>39.0</td>
+      <td>257.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>27</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>172.0</td>
+      <td>99.0</td>
+      <td>42.0</td>
+      <td>44.0</td>
+      <td>2.0</td>
+      <td>1.0</td>
+      <td>22.0</td>
+      <td>103.0</td>
+      <td>32.0</td>
+      <td>81.0</td>
+      <td>68.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>132.0</td>
+      <td>15.0</td>
+      <td>43.0</td>
+      <td>20.0</td>
+      <td>32.0</td>
+      <td>28.0</td>
+      <td>19.0</td>
+      <td>98.0</td>
+      <td>208.0</td>
+      <td>64.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>28</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>70.0</td>
+      <td>65.0</td>
+      <td>17.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>2.0</td>
+      <td>22.0</td>
+      <td>82.0</td>
+      <td>74.0</td>
+      <td>117.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>3.0</td>
+      <td>18.0</td>
+      <td>31.0</td>
+      <td>35.0</td>
+      <td>13.0</td>
+      <td>105.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>29</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>8.0</td>
+      <td>224.0</td>
+      <td>45.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>40.0</td>
+      <td>269.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>30</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>31</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>32</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>33</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>34</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+  </tbody>
+</table>

+ 7 - 0
testumgebung/CrowdModelling/Assets/Data_image/positions_heatmap2.html.meta

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+ 2634 - 0
testumgebung/CrowdModelling/Assets/Data_image/positions_heatmap3.html

@@ -0,0 +1,2634 @@
+<table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th></th>
+      <th>0</th>
+      <th>1</th>
+      <th>2</th>
+      <th>3</th>
+      <th>4</th>
+      <th>5</th>
+      <th>6</th>
+      <th>7</th>
+      <th>8</th>
+      <th>9</th>
+      <th>10</th>
+      <th>11</th>
+      <th>12</th>
+      <th>13</th>
+      <th>14</th>
+      <th>15</th>
+      <th>16</th>
+      <th>17</th>
+      <th>18</th>
+      <th>19</th>
+      <th>20</th>
+      <th>21</th>
+      <th>22</th>
+      <th>23</th>
+      <th>24</th>
+      <th>25</th>
+      <th>26</th>
+      <th>27</th>
+      <th>28</th>
+      <th>29</th>
+      <th>30</th>
+      <th>31</th>
+      <th>32</th>
+      <th>33</th>
+      <th>34</th>
+      <th>35</th>
+      <th>36</th>
+      <th>37</th>
+      <th>38</th>
+      <th>39</th>
+      <th>40</th>
+      <th>41</th>
+      <th>42</th>
+      <th>43</th>
+      <th>44</th>
+      <th>45</th>
+      <th>46</th>
+      <th>47</th>
+      <th>48</th>
+      <th>49</th>
+      <th>50</th>
+      <th>51</th>
+      <th>52</th>
+      <th>53</th>
+      <th>54</th>
+      <th>55</th>
+      <th>56</th>
+      <th>57</th>
+      <th>58</th>
+      <th>59</th>
+      <th>60</th>
+      <th>61</th>
+      <th>62</th>
+      <th>63</th>
+      <th>64</th>
+      <th>65</th>
+      <th>66</th>
+      <th>67</th>
+      <th>68</th>
+      <th>69</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>0</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>230.0</td>
+      <td>233.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>8.0</td>
+      <td>20.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>1</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>43.0</td>
+      <td>763.0</td>
+      <td>63.0</td>
+      <td>100.0</td>
+      <td>18.0</td>
+      <td>22.0</td>
+      <td>29.0</td>
+      <td>40.0</td>
+      <td>104.0</td>
+      <td>145.0</td>
+      <td>534.0</td>
+      <td>637.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>7.0</td>
+      <td>1210.0</td>
+      <td>1434.0</td>
+      <td>73.0</td>
+      <td>7.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>238.0</td>
+      <td>249.0</td>
+      <td>146.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>2</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>642.0</td>
+      <td>1576.0</td>
+      <td>2463.0</td>
+      <td>1787.0</td>
+      <td>205.0</td>
+      <td>48.0</td>
+      <td>12.0</td>
+      <td>205.0</td>
+      <td>1541.0</td>
+      <td>1679.0</td>
+      <td>136.0</td>
+      <td>382.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>1311.0</td>
+      <td>1854.0</td>
+      <td>1818.0</td>
+      <td>133.0</td>
+      <td>734.0</td>
+      <td>34.0</td>
+      <td>36.0</td>
+      <td>229.0</td>
+      <td>1921.0</td>
+      <td>1024.0</td>
+      <td>281.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>3</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>898.0</td>
+      <td>1437.0</td>
+      <td>1338.0</td>
+      <td>2628.0</td>
+      <td>193.0</td>
+      <td>148.0</td>
+      <td>92.0</td>
+      <td>116.0</td>
+      <td>128.0</td>
+      <td>1245.0</td>
+      <td>3599.0</td>
+      <td>1156.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>50.0</td>
+      <td>999.0</td>
+      <td>739.0</td>
+      <td>1401.0</td>
+      <td>1754.0</td>
+      <td>180.0</td>
+      <td>173.0</td>
+      <td>145.0</td>
+      <td>819.0</td>
+      <td>1165.0</td>
+      <td>228.0</td>
+      <td>881.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>4</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>567.0</td>
+      <td>474.0</td>
+      <td>1558.0</td>
+      <td>1017.0</td>
+      <td>627.0</td>
+      <td>236.0</td>
+      <td>201.0</td>
+      <td>168.0</td>
+      <td>895.0</td>
+      <td>613.0</td>
+      <td>1058.0</td>
+      <td>369.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>112.0</td>
+      <td>956.0</td>
+      <td>1664.0</td>
+      <td>740.0</td>
+      <td>596.0</td>
+      <td>240.0</td>
+      <td>169.0</td>
+      <td>425.0</td>
+      <td>245.0</td>
+      <td>1735.0</td>
+      <td>1146.0</td>
+      <td>996.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>5</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>362.0</td>
+      <td>822.0</td>
+      <td>1805.0</td>
+      <td>480.0</td>
+      <td>457.0</td>
+      <td>261.0</td>
+      <td>150.0</td>
+      <td>210.0</td>
+      <td>247.0</td>
+      <td>1347.0</td>
+      <td>501.0</td>
+      <td>624.0</td>
+      <td>480.0</td>
+      <td>218.0</td>
+      <td>245.0</td>
+      <td>346.0</td>
+      <td>270.0</td>
+      <td>278.0</td>
+      <td>457.0</td>
+      <td>596.0</td>
+      <td>1235.0</td>
+      <td>1001.0</td>
+      <td>433.0</td>
+      <td>274.0</td>
+      <td>249.0</td>
+      <td>295.0</td>
+      <td>701.0</td>
+      <td>450.0</td>
+      <td>2058.0</td>
+      <td>804.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>6</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>60.0</td>
+      <td>128.0</td>
+      <td>283.0</td>
+      <td>263.0</td>
+      <td>315.0</td>
+      <td>158.0</td>
+      <td>154.0</td>
+      <td>213.0</td>
+      <td>289.0</td>
+      <td>234.0</td>
+      <td>504.0</td>
+      <td>640.0</td>
+      <td>913.0</td>
+      <td>684.0</td>
+      <td>786.0</td>
+      <td>1016.0</td>
+      <td>975.0</td>
+      <td>897.0</td>
+      <td>774.0</td>
+      <td>487.0</td>
+      <td>472.0</td>
+      <td>307.0</td>
+      <td>304.0</td>
+      <td>172.0</td>
+      <td>253.0</td>
+      <td>250.0</td>
+      <td>337.0</td>
+      <td>162.0</td>
+      <td>185.0</td>
+      <td>136.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>7</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>433.0</td>
+      <td>238.0</td>
+      <td>1922.0</td>
+      <td>364.0</td>
+      <td>768.0</td>
+      <td>311.0</td>
+      <td>252.0</td>
+      <td>305.0</td>
+      <td>368.0</td>
+      <td>236.0</td>
+      <td>439.0</td>
+      <td>739.0</td>
+      <td>819.0</td>
+      <td>733.0</td>
+      <td>822.0</td>
+      <td>831.0</td>
+      <td>858.0</td>
+      <td>638.0</td>
+      <td>924.0</td>
+      <td>507.0</td>
+      <td>341.0</td>
+      <td>320.0</td>
+      <td>193.0</td>
+      <td>250.0</td>
+      <td>167.0</td>
+      <td>263.0</td>
+      <td>209.0</td>
+      <td>888.0</td>
+      <td>107.0</td>
+      <td>452.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>8</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>937.0</td>
+      <td>1582.0</td>
+      <td>1767.0</td>
+      <td>1015.0</td>
+      <td>354.0</td>
+      <td>300.0</td>
+      <td>322.0</td>
+      <td>404.0</td>
+      <td>942.0</td>
+      <td>1149.0</td>
+      <td>781.0</td>
+      <td>976.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>818.0</td>
+      <td>787.0</td>
+      <td>1586.0</td>
+      <td>574.0</td>
+      <td>255.0</td>
+      <td>264.0</td>
+      <td>276.0</td>
+      <td>301.0</td>
+      <td>1069.0</td>
+      <td>890.0</td>
+      <td>1846.0</td>
+      <td>907.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>9</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>797.0</td>
+      <td>2181.0</td>
+      <td>699.0</td>
+      <td>1659.0</td>
+      <td>577.0</td>
+      <td>319.0</td>
+      <td>323.0</td>
+      <td>395.0</td>
+      <td>587.0</td>
+      <td>1305.0</td>
+      <td>2718.0</td>
+      <td>1938.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>301.0</td>
+      <td>2074.0</td>
+      <td>3070.0</td>
+      <td>592.0</td>
+      <td>1746.0</td>
+      <td>457.0</td>
+      <td>353.0</td>
+      <td>256.0</td>
+      <td>1027.0</td>
+      <td>1833.0</td>
+      <td>912.0</td>
+      <td>1360.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>10</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>1308.0</td>
+      <td>879.0</td>
+      <td>1486.0</td>
+      <td>709.0</td>
+      <td>695.0</td>
+      <td>212.0</td>
+      <td>333.0</td>
+      <td>1333.0</td>
+      <td>1147.0</td>
+      <td>2576.0</td>
+      <td>2938.0</td>
+      <td>2367.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>1297.0</td>
+      <td>2757.0</td>
+      <td>963.0</td>
+      <td>1571.0</td>
+      <td>1575.0</td>
+      <td>854.0</td>
+      <td>348.0</td>
+      <td>252.0</td>
+      <td>1003.0</td>
+      <td>795.0</td>
+      <td>306.0</td>
+      <td>986.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>11</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>311.0</td>
+      <td>355.0</td>
+      <td>1314.0</td>
+      <td>377.0</td>
+      <td>736.0</td>
+      <td>252.0</td>
+      <td>285.0</td>
+      <td>553.0</td>
+      <td>1291.0</td>
+      <td>2864.0</td>
+      <td>2361.0</td>
+      <td>2039.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>491.0</td>
+      <td>1679.0</td>
+      <td>3072.0</td>
+      <td>2188.0</td>
+      <td>1168.0</td>
+      <td>349.0</td>
+      <td>287.0</td>
+      <td>203.0</td>
+      <td>258.0</td>
+      <td>736.0</td>
+      <td>538.0</td>
+      <td>79.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>12</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>6.0</td>
+      <td>93.0</td>
+      <td>141.0</td>
+      <td>207.0</td>
+      <td>311.0</td>
+      <td>279.0</td>
+      <td>221.0</td>
+      <td>188.0</td>
+      <td>405.0</td>
+      <td>806.0</td>
+      <td>1358.0</td>
+      <td>1785.0</td>
+      <td>1201.0</td>
+      <td>1243.0</td>
+      <td>166.0</td>
+      <td>52.0</td>
+      <td>96.0</td>
+      <td>232.0</td>
+      <td>348.0</td>
+      <td>860.0</td>
+      <td>1081.0</td>
+      <td>2012.0</td>
+      <td>712.0</td>
+      <td>732.0</td>
+      <td>281.0</td>
+      <td>275.0</td>
+      <td>326.0</td>
+      <td>291.0</td>
+      <td>229.0</td>
+      <td>134.0</td>
+      <td>60.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>13</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>51.0</td>
+      <td>71.0</td>
+      <td>73.0</td>
+      <td>165.0</td>
+      <td>208.0</td>
+      <td>254.0</td>
+      <td>243.0</td>
+      <td>288.0</td>
+      <td>614.0</td>
+      <td>799.0</td>
+      <td>848.0</td>
+      <td>755.0</td>
+      <td>897.0</td>
+      <td>441.0</td>
+      <td>331.0</td>
+      <td>296.0</td>
+      <td>572.0</td>
+      <td>765.0</td>
+      <td>1002.0</td>
+      <td>785.0</td>
+      <td>494.0</td>
+      <td>442.0</td>
+      <td>356.0</td>
+      <td>238.0</td>
+      <td>270.0</td>
+      <td>336.0</td>
+      <td>407.0</td>
+      <td>1610.0</td>
+      <td>981.0</td>
+      <td>362.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>14</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>49.0</td>
+      <td>92.0</td>
+      <td>57.0</td>
+      <td>123.0</td>
+      <td>179.0</td>
+      <td>197.0</td>
+      <td>181.0</td>
+      <td>290.0</td>
+      <td>369.0</td>
+      <td>405.0</td>
+      <td>395.0</td>
+      <td>419.0</td>
+      <td>484.0</td>
+      <td>487.0</td>
+      <td>487.0</td>
+      <td>583.0</td>
+      <td>587.0</td>
+      <td>487.0</td>
+      <td>450.0</td>
+      <td>467.0</td>
+      <td>351.0</td>
+      <td>326.0</td>
+      <td>298.0</td>
+      <td>291.0</td>
+      <td>284.0</td>
+      <td>438.0</td>
+      <td>760.0</td>
+      <td>542.0</td>
+      <td>1518.0</td>
+      <td>1383.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>15</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>48.0</td>
+      <td>59.0</td>
+      <td>67.0</td>
+      <td>103.0</td>
+      <td>172.0</td>
+      <td>171.0</td>
+      <td>244.0</td>
+      <td>273.0</td>
+      <td>278.0</td>
+      <td>216.0</td>
+      <td>421.0</td>
+      <td>359.0</td>
+      <td>328.0</td>
+      <td>546.0</td>
+      <td>601.0</td>
+      <td>624.0</td>
+      <td>651.0</td>
+      <td>608.0</td>
+      <td>343.0</td>
+      <td>269.0</td>
+      <td>264.0</td>
+      <td>279.0</td>
+      <td>252.0</td>
+      <td>324.0</td>
+      <td>283.0</td>
+      <td>419.0</td>
+      <td>745.0</td>
+      <td>2999.0</td>
+      <td>1643.0</td>
+      <td>1156.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>16</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>47.0</td>
+      <td>87.0</td>
+      <td>99.0</td>
+      <td>99.0</td>
+      <td>162.0</td>
+      <td>169.0</td>
+      <td>293.0</td>
+      <td>181.0</td>
+      <td>411.0</td>
+      <td>426.0</td>
+      <td>450.0</td>
+      <td>431.0</td>
+      <td>535.0</td>
+      <td>613.0</td>
+      <td>696.0</td>
+      <td>611.0</td>
+      <td>600.0</td>
+      <td>559.0</td>
+      <td>562.0</td>
+      <td>484.0</td>
+      <td>355.0</td>
+      <td>285.0</td>
+      <td>330.0</td>
+      <td>221.0</td>
+      <td>219.0</td>
+      <td>364.0</td>
+      <td>419.0</td>
+      <td>703.0</td>
+      <td>1785.0</td>
+      <td>1539.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>17</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>63.0</td>
+      <td>52.0</td>
+      <td>122.0</td>
+      <td>120.0</td>
+      <td>255.0</td>
+      <td>199.0</td>
+      <td>297.0</td>
+      <td>286.0</td>
+      <td>493.0</td>
+      <td>647.0</td>
+      <td>1645.0</td>
+      <td>794.0</td>
+      <td>990.0</td>
+      <td>693.0</td>
+      <td>405.0</td>
+      <td>357.0</td>
+      <td>328.0</td>
+      <td>651.0</td>
+      <td>884.0</td>
+      <td>805.0</td>
+      <td>630.0</td>
+      <td>513.0</td>
+      <td>383.0</td>
+      <td>272.0</td>
+      <td>242.0</td>
+      <td>427.0</td>
+      <td>398.0</td>
+      <td>529.0</td>
+      <td>284.0</td>
+      <td>399.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>18</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>84.0</td>
+      <td>94.0</td>
+      <td>167.0</td>
+      <td>285.0</td>
+      <td>299.0</td>
+      <td>252.0</td>
+      <td>466.0</td>
+      <td>342.0</td>
+      <td>522.0</td>
+      <td>1166.0</td>
+      <td>1346.0</td>
+      <td>1875.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>501.0</td>
+      <td>903.0</td>
+      <td>939.0</td>
+      <td>889.0</td>
+      <td>612.0</td>
+      <td>353.0</td>
+      <td>246.0</td>
+      <td>370.0</td>
+      <td>375.0</td>
+      <td>305.0</td>
+      <td>445.0</td>
+      <td>115.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>19</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>495.0</td>
+      <td>860.0</td>
+      <td>1693.0</td>
+      <td>309.0</td>
+      <td>460.0</td>
+      <td>374.0</td>
+      <td>389.0</td>
+      <td>1073.0</td>
+      <td>1521.0</td>
+      <td>2602.0</td>
+      <td>1799.0</td>
+      <td>1434.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>262.0</td>
+      <td>1586.0</td>
+      <td>1554.0</td>
+      <td>1758.0</td>
+      <td>1149.0</td>
+      <td>1059.0</td>
+      <td>276.0</td>
+      <td>274.0</td>
+      <td>333.0</td>
+      <td>751.0</td>
+      <td>865.0</td>
+      <td>589.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>20</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>273.0</td>
+      <td>2270.0</td>
+      <td>809.0</td>
+      <td>2096.0</td>
+      <td>1612.0</td>
+      <td>485.0</td>
+      <td>405.0</td>
+      <td>438.0</td>
+      <td>1526.0</td>
+      <td>3034.0</td>
+      <td>2787.0</td>
+      <td>2244.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>193.0</td>
+      <td>1741.0</td>
+      <td>1349.0</td>
+      <td>1560.0</td>
+      <td>2429.0</td>
+      <td>477.0</td>
+      <td>324.0</td>
+      <td>388.0</td>
+      <td>1127.0</td>
+      <td>1251.0</td>
+      <td>1925.0</td>
+      <td>2972.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>21</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>449.0</td>
+      <td>2304.0</td>
+      <td>1444.0</td>
+      <td>1343.0</td>
+      <td>1506.0</td>
+      <td>651.0</td>
+      <td>354.0</td>
+      <td>393.0</td>
+      <td>2061.0</td>
+      <td>2478.0</td>
+      <td>2712.0</td>
+      <td>1284.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>421.0</td>
+      <td>1232.0</td>
+      <td>2594.0</td>
+      <td>1132.0</td>
+      <td>1649.0</td>
+      <td>449.0</td>
+      <td>313.0</td>
+      <td>349.0</td>
+      <td>1205.0</td>
+      <td>2686.0</td>
+      <td>2277.0</td>
+      <td>1184.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>22</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>267.0</td>
+      <td>2649.0</td>
+      <td>1774.0</td>
+      <td>1118.0</td>
+      <td>1603.0</td>
+      <td>446.0</td>
+      <td>360.0</td>
+      <td>367.0</td>
+      <td>1086.0</td>
+      <td>1319.0</td>
+      <td>826.0</td>
+      <td>998.0</td>
+      <td>462.0</td>
+      <td>256.0</td>
+      <td>188.0</td>
+      <td>172.0</td>
+      <td>145.0</td>
+      <td>116.0</td>
+      <td>453.0</td>
+      <td>972.0</td>
+      <td>1453.0</td>
+      <td>1135.0</td>
+      <td>379.0</td>
+      <td>285.0</td>
+      <td>276.0</td>
+      <td>269.0</td>
+      <td>499.0</td>
+      <td>1823.0</td>
+      <td>1969.0</td>
+      <td>2262.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>23</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>225.0</td>
+      <td>1423.0</td>
+      <td>871.0</td>
+      <td>742.0</td>
+      <td>230.0</td>
+      <td>349.0</td>
+      <td>238.0</td>
+      <td>312.0</td>
+      <td>291.0</td>
+      <td>472.0</td>
+      <td>551.0</td>
+      <td>670.0</td>
+      <td>748.0</td>
+      <td>727.0</td>
+      <td>655.0</td>
+      <td>656.0</td>
+      <td>759.0</td>
+      <td>624.0</td>
+      <td>875.0</td>
+      <td>617.0</td>
+      <td>392.0</td>
+      <td>231.0</td>
+      <td>214.0</td>
+      <td>210.0</td>
+      <td>213.0</td>
+      <td>170.0</td>
+      <td>242.0</td>
+      <td>1323.0</td>
+      <td>734.0</td>
+      <td>86.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>24</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>68.0</td>
+      <td>201.0</td>
+      <td>256.0</td>
+      <td>427.0</td>
+      <td>299.0</td>
+      <td>255.0</td>
+      <td>196.0</td>
+      <td>294.0</td>
+      <td>346.0</td>
+      <td>293.0</td>
+      <td>301.0</td>
+      <td>423.0</td>
+      <td>542.0</td>
+      <td>826.0</td>
+      <td>727.0</td>
+      <td>769.0</td>
+      <td>776.0</td>
+      <td>779.0</td>
+      <td>668.0</td>
+      <td>589.0</td>
+      <td>447.0</td>
+      <td>223.0</td>
+      <td>241.0</td>
+      <td>129.0</td>
+      <td>148.0</td>
+      <td>154.0</td>
+      <td>184.0</td>
+      <td>231.0</td>
+      <td>218.0</td>
+      <td>121.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>25</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>106.0</td>
+      <td>1322.0</td>
+      <td>623.0</td>
+      <td>1333.0</td>
+      <td>272.0</td>
+      <td>308.0</td>
+      <td>291.0</td>
+      <td>341.0</td>
+      <td>342.0</td>
+      <td>920.0</td>
+      <td>401.0</td>
+      <td>562.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>371.0</td>
+      <td>621.0</td>
+      <td>1179.0</td>
+      <td>1058.0</td>
+      <td>407.0</td>
+      <td>179.0</td>
+      <td>149.0</td>
+      <td>161.0</td>
+      <td>228.0</td>
+      <td>244.0</td>
+      <td>688.0</td>
+      <td>1096.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>26</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
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+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>1115.0</td>
+      <td>1837.0</td>
+      <td>2129.0</td>
+      <td>1204.0</td>
+      <td>942.0</td>
+      <td>265.0</td>
+      <td>284.0</td>
+      <td>309.0</td>
+      <td>938.0</td>
+      <td>1440.0</td>
+      <td>953.0</td>
+      <td>334.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>114.0</td>
+      <td>1514.0</td>
+      <td>831.0</td>
+      <td>1685.0</td>
+      <td>530.0</td>
+      <td>232.0</td>
+      <td>139.0</td>
+      <td>150.0</td>
+      <td>293.0</td>
+      <td>2260.0</td>
+      <td>1226.0</td>
+      <td>2412.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>27</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>715.0</td>
+      <td>1609.0</td>
+      <td>959.0</td>
+      <td>2234.0</td>
+      <td>607.0</td>
+      <td>262.0</td>
+      <td>168.0</td>
+      <td>222.0</td>
+      <td>1287.0</td>
+      <td>2010.0</td>
+      <td>1128.0</td>
+      <td>212.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>643.0</td>
+      <td>1422.0</td>
+      <td>2375.0</td>
+      <td>1626.0</td>
+      <td>1853.0</td>
+      <td>90.0</td>
+      <td>105.0</td>
+      <td>141.0</td>
+      <td>793.0</td>
+      <td>508.0</td>
+      <td>1345.0</td>
+      <td>1289.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>28</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>83.0</td>
+      <td>2096.0</td>
+      <td>1311.0</td>
+      <td>2166.0</td>
+      <td>671.0</td>
+      <td>313.0</td>
+      <td>3.0</td>
+      <td>74.0</td>
+      <td>854.0</td>
+      <td>825.0</td>
+      <td>1214.0</td>
+      <td>919.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>707.0</td>
+      <td>1439.0</td>
+      <td>1149.0</td>
+      <td>1372.0</td>
+      <td>1109.0</td>
+      <td>389.0</td>
+      <td>58.0</td>
+      <td>81.0</td>
+      <td>170.0</td>
+      <td>1375.0</td>
+      <td>1020.0</td>
+      <td>1506.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>29</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
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+      <td>-500.0</td>
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+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>0.0</td>
+      <td>521.0</td>
+      <td>96.0</td>
+      <td>56.0</td>
+      <td>65.0</td>
+      <td>18.0</td>
+      <td>9.0</td>
+      <td>7.0</td>
+      <td>10.0</td>
+      <td>1057.0</td>
+      <td>1201.0</td>
+      <td>47.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>308.0</td>
+      <td>607.0</td>
+      <td>324.0</td>
+      <td>1033.0</td>
+      <td>250.0</td>
+      <td>7.0</td>
+      <td>17.0</td>
+      <td>24.0</td>
+      <td>76.0</td>
+      <td>897.0</td>
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+      <td>860.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>0.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>30</th>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
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+      <td>-500.0</td>
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+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>31</th>
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+      <td>-500.0</td>
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+      <td>-500.0</td>
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+      <td>-500.0</td>
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+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
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+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>32</th>
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+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+    <tr>
+      <th>33</th>
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+    </tr>
+    <tr>
+      <th>34</th>
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+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+      <td>-500.0</td>
+    </tr>
+  </tbody>
+</table>

+ 7 - 0
testumgebung/CrowdModelling/Assets/Data_image/positions_heatmap3.html.meta

@@ -0,0 +1,7 @@
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+guid: abdb0fba5dc1cf34db42af66686b347a
+TextScriptImporter:
+  externalObjects: {}
+  userData: 
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+ 23 - 6
testumgebung/CrowdModelling/Assets/Depictions_Years/Scripts/Python/Heatmap.py

@@ -9,11 +9,20 @@ import pandas as pd
 WIDTH = int(70)
 HEIGHT = int(35)
 OBSTACLE_PATH = "Assets/Data_image/obstacle.pkl"
-POSITION_PATH = ue.Application.dataPath + '/Data_position/Walk1.csv'
-HEATMAP_PATH = "Assets/Data_image/heatmap1.png"
+POSITION_PATH = ue.Application.dataPath + '/Data_position/Walk2.csv'
+HEATMAP_PATH = "Assets/Data_image/heatmap2.png"
 
 # Generate only if obstacles change
-def set_obstacles():
+def set_obstacles(maximum):
+    """
+    set_obstacles creates a DataFrame which marks the positions of the obstacles. 
+    The obstacles are marked with the negative maximum and the file is placed at the path.
+    The negative maximum is used so that the cmap can assign the correct colors to the values.
+    Since no other negative numbers exist and the next highest number is 0, the negative values are painted 'grey' 
+    and the other [0-maximum] are painted according to the color gradient between the two specified colors.
+    
+    :param maximum: Is the maximum to the associated positions file
+    """
     global list_obstacle_length
     positions = pd.DataFrame(np.zeros((HEIGHT, WIDTH)))
     obstacles = ue.Object.FindObjectsOfType(ue.GameObject)
@@ -25,10 +34,15 @@ def set_obstacles():
             endHeight = int(obstacle.transform.position.z + obstacle.transform.localScale.z / 2)
             for currentW in range(startWidth, endWidth, 1):
                 for currentH in range(startHeight, endHeight, 1):
-                    positions[currentW][currentH] = -500
+                    positions[currentW][currentH] = -maximum
     positions.to_pickle(OBSTACLE_PATH)
 
 def set_patches(plt):
+    """
+    set_patches uses the positions of the obstacles to draw a black border around them. 
+    
+    :param plt: The plot, where the figure is placed, so it can be modified by this function
+    """
     obstacles = ue.Object.FindObjectsOfType(ue.GameObject)
     for obstacle in obstacles:
         if(obstacle.layer == 15):
@@ -60,13 +74,16 @@ positions = data_count.loc[:,:].reset_index().pivot(index='Position z', columns=
 # 4. Fill missing values
 positions.fillna(0, inplace=True)
 
-# 5. reindex DataFrame (70,35) size of Surface; (70, 35) first x width then z height
+# 5. Reindex DataFrame (70,35) size of Surface; (70, 35) first x width then z height
 positions = positions.reindex_axis(range(0, HEIGHT), axis=0, fill_value=0)
 positions = positions.reindex_axis(range(0, WIDTH), axis=1, fill_value=0)
 
+# 6.1 Get maximum value of positions data
+max1 = pd.DataFrame(positions).max().max() # Gets the maximum of each column and than the maximum of the maximums
+
 # 6. Get obstacles (obstacles, market stalls) and paste specific value in positions
 # Therefore save pkl file in folder and read from it afterwards
-set_obstacles()
+set_obstacles(max1)
 positions_heatmap = pd.read_pickle(OBSTACLE_PATH)
 
 # 6.1 Merge positions data with obstacles data

+ 180 - 0
testumgebung/CrowdModelling/Assets/Depictions_Years/Scripts/Python/Heatmap_Multiple.py

@@ -0,0 +1,180 @@
+import UnityEngine as ue
+import numpy as np
+import seaborn as sns
+import pandas as pd
+import matplotlib.pyplot as plt
+import matplotlib.patches as patches
+from matplotlib.colors import LinearSegmentedColormap 
+from matplotlib.tri import Triangulation
+
+WIDTH = int(70)
+HEIGHT = int(35)
+OBSTACLE_PATH1 = "Assets/Data_image/obstacle1.pkl"
+OBSTACLE_PATH2 = "Assets/Data_image/obstacle2.pkl"
+OBSTACLE_PATH3 = "Assets/Data_image/obstacle3.pkl"
+POSITION_PATH1 = ue.Application.dataPath + '/Data_position/Walk1.csv'
+POSITION_PATH2 = ue.Application.dataPath + '/Data_position/Walk2.csv'
+POSITION_PATH3 = ue.Application.dataPath + '/Data_position/Walk3.csv'
+HEATMAP_PATH = "Assets/Data_image/heatmapMultiple1.png"
+
+# Generate only if obstacles change
+def set_obstacles(maximum, path):
+    """
+    set_obstacles creates a DataFrame which marks the positions of the obstacles. 
+    The obstacles are marked with the negative maximum and the file is placed at the path.
+    The negative maximum is used so that the cmap can assign the correct colors to the values.
+    Since no other negative numbers exist and the next highest number is 0, the negative values are painted 'grey' 
+    and the other [0-maximum] are painted according to the color gradient between the two specified colors.
+    
+    :param maximum: Is the maximum to the associated positions file
+    :param path: Is the location of the file created in this function
+    """
+    global list_obstacle_length
+    positions = pd.DataFrame(np.zeros((HEIGHT, WIDTH)))
+    obstacles = ue.Object.FindObjectsOfType(ue.GameObject)
+    for obstacle in obstacles:
+        if(obstacle.layer == 15 or obstacle.layer == 12):
+            startWidth = int(obstacle.transform.position.x - obstacle.transform.localScale.x / 2)
+            endWidth = int(obstacle.transform.position.x + obstacle.transform.localScale.x / 2)
+            startHeight = int(obstacle.transform.position.z - obstacle.transform.localScale.z / 2)
+            endHeight = int(obstacle.transform.position.z + obstacle.transform.localScale.z / 2)
+            for currentW in range(startWidth, endWidth, 1):
+                for currentH in range(startHeight, endHeight, 1):
+                    positions[currentW][currentH] = -maximum
+    positions.to_pickle(path)
+
+def set_patches(plt):
+    """
+    set_patches uses the positions of the obstacles to draw a black border around them. 
+    
+    :param plt: The plot, where the figure is placed, so it can be modified by this function
+    """
+    obstacles = ue.Object.FindObjectsOfType(ue.GameObject)
+    for obstacle in obstacles:
+        if(obstacle.layer == 15):
+            startWidth = int(obstacle.transform.position.x - obstacle.transform.localScale.x / 2)
+            endWidth = int(obstacle.transform.position.x + obstacle.transform.localScale.x / 2)
+            startHeight = int(obstacle.transform.position.z - obstacle.transform.localScale.z / 2)
+            endHeight = int(obstacle.transform.position.z + obstacle.transform.localScale.z / 2)
+            # plt.gca().add_patch(
+            plt.add_patch(
+                patches.Rectangle(
+                    (startWidth, startHeight),
+                    endWidth - startWidth,
+                    endHeight - startHeight,
+                    fill=False,
+                    color='black'
+                )
+            )
+
+def triangulation_for_triheatmap(M, N):
+    """
+    triangulation_for_triheatmap divides each pixel of the heatmap into 4 triangles of equal size. 
+    For this it first determines all x and y coordinates of the vertices of all triangles. 
+    Then it creates the triangles based on the x and y coordinates.
+    
+    :param M: The width of the Heatmap
+    :param N: The height of the Heatmap
+    :return: The created triangles
+    """
+    xv, yv = np.meshgrid(np.arange(0, M+1), np.arange(0, N+1))  # vertices of the little squares
+    xc, yc = np.meshgrid(np.arange(0.5, M), np.arange(0.5, N))  # centers of the little squares
+    x = np.concatenate([xv.ravel(), xc.ravel()])
+    y = np.concatenate([yv.ravel(), yc.ravel()])
+    cstart = (M + 1) * (N + 1)  # indices of the centers
+
+    trianglesN = [(i + 1 + (j + 1) * (M + 1), i + (j + 1) * (M + 1), cstart + i + j * M)
+                  for j in range(N) for i in range(M)]
+    trianglesE = [(i + 1 + j * (M + 1), i + 1 + (j + 1) * (M + 1), cstart + i + j * M)
+                  for j in range(N) for i in range(M)]
+    trianglesS = [(i + j * (M + 1), i + 1 + j * (M + 1), cstart + i + j * M)
+                  for j in range(N) for i in range(M)]
+    trianglesW = [(i + (j + 1) * (M + 1), i + j * (M + 1), cstart + i + j * M)
+                  for j in range(N) for i in range(M)]
+    
+    return [Triangulation(x, y, triangles) for triangles in [trianglesN, trianglesE, trianglesS, trianglesW]]
+
+# 1. Get position data from csv file
+data1 = pd.read_csv(POSITION_PATH1, sep=';', usecols=["Position x", "Position z"], decimal=',', dtype={'Position x': float, 'Position z': float})
+data1 = data1.round(0)
+data2 = pd.read_csv(POSITION_PATH2, sep=';', usecols=["Position x", "Position z"], decimal=',', dtype={'Position x': float, 'Position z': float})
+data2 = data2.round(0)
+data3 = pd.read_csv(POSITION_PATH3, sep=';', usecols=["Position x", "Position z"], decimal=',', dtype={'Position x': float, 'Position z': float})
+data3 = data3.round(0)
+
+# 2. Group by positions and count appearance
+data_count1 = data1.groupby(['Position x', 'Position z']).size().reset_index(name='counts')
+data_count2 = data2.groupby(['Position x', 'Position z']).size().reset_index(name='counts')
+data_count3 = data3.groupby(['Position x', 'Position z']).size().reset_index(name='counts')
+
+# 3. Create wide-form DataFrame for generating heatmap
+positions1 = data_count1.loc[:,:].reset_index().pivot(index='Position z', columns='Position x', values='counts')
+positions2 = data_count2.loc[:,:].reset_index().pivot(index='Position z', columns='Position x', values='counts')
+positions3 = data_count3.loc[:,:].reset_index().pivot(index='Position z', columns='Position x', values='counts')
+
+# 4. Fill missing values
+positions1.fillna(0, inplace=True)
+positions2.fillna(0, inplace=True)
+positions3.fillna(0, inplace=True)
+
+# 5. Reindex DataFrame (70,35) size of Surface; (70, 35) first x width then z height
+positions1 = positions1.reindex_axis(range(0, HEIGHT), axis=0, fill_value=0)
+positions1 = positions1.reindex_axis(range(0, WIDTH), axis=1, fill_value=0)
+positions2 = positions2.reindex_axis(range(0, HEIGHT), axis=0, fill_value=0)
+positions2 = positions2.reindex_axis(range(0, WIDTH), axis=1, fill_value=0)
+positions3 = positions3.reindex_axis(range(0, HEIGHT), axis=0, fill_value=0)
+positions3 = positions3.reindex_axis(range(0, WIDTH), axis=1, fill_value=0)
+
+# 6.1 Get maximum value of positions data
+max1 = pd.DataFrame(positions1).max().max() # Gets the maximum of each column and than the maximum of the maximums
+max2 = pd.DataFrame(positions2).max().max() # Gets the maximum of each column and than the maximum of the maximums
+max3 = pd.DataFrame(positions3).max().max() # Gets the maximum of each column and than the maximum of the maximums
+
+# 6.2 Get obstacles (obstacles, market stalls) and paste specific value in positions
+# Therefore save pkl file in folder and read from it afterwards
+set_obstacles(max1, OBSTACLE_PATH1)
+set_obstacles(max2, OBSTACLE_PATH2)
+set_obstacles(max3, OBSTACLE_PATH3)
+positions_obstacles = pd.read_pickle(OBSTACLE_PATH1)
+positions_heatmap1 = pd.read_pickle(OBSTACLE_PATH1)
+positions_heatmap2 = pd.read_pickle(OBSTACLE_PATH2)
+positions_heatmap3 = pd.read_pickle(OBSTACLE_PATH3)
+
+# 7 Merge positions data with obstacles data
+positions_heatmap1.where(positions_heatmap1 != 0, positions1, inplace=True)
+positions_heatmap2.where(positions_heatmap2 != 0, positions2, inplace=True)
+positions_heatmap3.where(positions_heatmap3 != 0, positions3, inplace=True)
+
+# 7.1 Debug Output 
+# positions_heatmap1 = pd.DataFrame(positions_heatmap1)
+# positions_heatmap1.to_html('Assets/Data_image/positions_heatmap1.html')
+# positions_heatmap2 = pd.DataFrame(positions_heatmap2)
+# positions_heatmap2.to_html('Assets/Data_image/positions_heatmap2.html')
+# positions_heatmap3 = pd.DataFrame(positions_heatmap3)
+# positions_heatmap3.to_html('Assets/Data_image/positions_heatmap3.html')
+
+# 8.1 Divide the pixel in four equal triangles and plot heatmap
+values = [positions_heatmap1, positions_heatmap2, positions_obstacles, positions_heatmap3]
+triangul = triangulation_for_triheatmap(WIDTH, HEIGHT)
+cmaps = [LinearSegmentedColormap.from_list(name='2019', colors=['grey', (0.40,0.76,0.65), (0.11,0.62,0.47)]),
+         LinearSegmentedColormap.from_list(name='2020', colors=['grey', (0.99,0.55,0.38), (0.85,0.37,0.01)]),
+         LinearSegmentedColormap.from_list(name='2021', colors=['grey', (1, 1, 0.975)]),
+         LinearSegmentedColormap.from_list(name='2021', colors=['grey', (0.55,0.63,0.80), (0.46,0.44,0.70)])]
+fig, ax = plt.subplots()
+imgs = [ax.tripcolor(t, np.ravel(val), cmap=cmap)
+        for t, val, cmap in zip(triangul, values, cmaps)]
+
+# 8.2 Mark the Market stalls
+set_patches(ax)
+
+# 9.1 Set visual settings
+ax.tick_params(axis='both', which='both', bottom='off', labelbottom='off', left='off', labelleft='off')
+ax.margins(x=0, y=0)
+ax.set_aspect('equal', 'box')  # square cells
+plt.tight_layout()
+
+# 9.2 Show Heatmap
+plt.show()
+
+# 10. Save Heatmap
+fig.savefig(HEATMAP_PATH, transparent=True)

+ 7 - 0
testumgebung/CrowdModelling/Assets/Depictions_Years/Scripts/Python/Heatmap_Multiple.py.meta

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+ 7 - 0
testumgebung/CrowdModelling/Assets/Depictions_Years/Scripts/Python/PythonManager.cs

@@ -10,4 +10,11 @@ public class PythonManager
         string scriptPath = Application.dataPath + @"/Depictions_Years/Scripts/Python/Heatmap.py";
         PythonRunner.RunFile(scriptPath);
     }
+
+    [MenuItem("Python/Create Heatmap Multipe")]
+    static void RunPythonFileMultiple()
+    {
+        string scriptPath = Application.dataPath + @"/Depictions_Years/Scripts/Python/Heatmap_Multiple.py";
+        PythonRunner.RunFile(scriptPath);
+    }
 }

+ 10 - 10
testumgebung/CrowdModelling/Assets/Scenes/Origin_OnlyYears.unity

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